From 68cc6fd4afbc142407945e87f542681d75cbda37 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 25 Jan 2017 19:56:27 -0500 Subject: [PATCH 001/303] Add SciPy implementation of exportMmf --- fipy/matrices/scipyMatrix.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/fipy/matrices/scipyMatrix.py b/fipy/matrices/scipyMatrix.py index 708cf8e139..06ca4b1da6 100644 --- a/fipy/matrices/scipyMatrix.py +++ b/fipy/matrices/scipyMatrix.py @@ -5,9 +5,10 @@ __all__ = [] import scipy.sparse as sp -from fipy.tools import numerix +from scipy.io import mmwrite from fipy.matrices.sparseMatrix import _SparseMatrix +from fipy.tools import numerix class _ScipyMatrix(_SparseMatrix): @@ -259,6 +260,9 @@ def addAtDiagonal(self, vector): ids = numerix.arange(len(vector)) self.addAt(vector, ids, ids) + + def exportMmf(self, filename): + mmwrite(filename, self.matrix) @property def numpyArray(self): From a7ebd358cd8cd623c63532f6d3b027f08edde541 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 25 Jan 2017 20:23:25 -0500 Subject: [PATCH 002/303] Initial script to test performance of PCG solver --- pcgComparator.py | 45 +++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 45 insertions(+) create mode 100644 pcgComparator.py diff --git a/pcgComparator.py b/pcgComparator.py new file mode 100644 index 0000000000..50688aa36d --- /dev/null +++ b/pcgComparator.py @@ -0,0 +1,45 @@ +import os +import time + +import fipy as fp +from fipy.tools import numerix +from fipy.tools.parser import parse + +numberOfElements = parse('--numberOfElements', action='store', + type='int', default=10000) +N = int(numerix.sqrt(numberOfElements)) + +tolerance = parse('--tolerance', action='store', + type='float', default=1e-10) + +iterations = parse('--iterations', action='store', + type='int', default=1000) + +mesh = fp.Grid2D(nx=N, Lx=1., ny=N, Ly=1.) + +var = fp.CellVariable(mesh=mesh, value=1., hasOld=True) +var.constrain(1., where=mesh.facesLeft) +var.constrain(0., where=mesh.facesRight) + +eq = fp.TransientTerm() == fp.DiffusionTerm(coeff=var) + +solver = fp.LinearPCGSolver(tolerance=tolerance, iterations=iterations, precon=None) + +try: + os.mkdir(fp.solvers.solver) +except: + pass + +start = time.clock() + +for sweep in range(10): + eq.cacheMatrix() + eq.cacheRHSvector() + res = eq.sweep(var=var, dt=1., solver=solver) + eq.matrix.exportMmf(os.path.join(fp.solvers.solver, "sweep{0}.mmf".format(sweep))) + fp.tools.dump.write((var, eq.RHSvector), + filename=os.path.join(fp.solvers.solver, + "sweep{0}.tar.gz".format(sweep))) + +with open(os.path.join(fp.solvers.solver, "elapsed.txt"), 'w') as f: + f.write(str(time.clock() - start)) \ No newline at end of file From cddb0d43408a5d63269a66904abcf9afc52cac20 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 26 Jan 2017 19:40:07 -0500 Subject: [PATCH 003/303] Convert output to datreant --- pcgComparator.py | 33 ++++++++++++++++++++------------- 1 file changed, 20 insertions(+), 13 deletions(-) diff --git a/pcgComparator.py b/pcgComparator.py index 50688aa36d..962f74589b 100644 --- a/pcgComparator.py +++ b/pcgComparator.py @@ -1,20 +1,32 @@ -import os import time +import uuid + +import datreant.core as dtr import fipy as fp from fipy.tools import numerix from fipy.tools.parser import parse +data = dtr.Treant(str(uuid.uuid4())) + numberOfElements = parse('--numberOfElements', action='store', type='int', default=10000) -N = int(numerix.sqrt(numberOfElements)) +data.categories['numberOfElements'] = numberOfElements tolerance = parse('--tolerance', action='store', type='float', default=1e-10) +data.categories['tolerance'] = tolerance iterations = parse('--iterations', action='store', type='int', default=1000) +data.categories['iterations'] = iterations + +writeFiles = parse('--writeFiles', action='store_true', default=False) +data.categories['solver'] = fp.solvers.solver + + +N = int(numerix.sqrt(numberOfElements)) mesh = fp.Grid2D(nx=N, Lx=1., ny=N, Ly=1.) var = fp.CellVariable(mesh=mesh, value=1., hasOld=True) @@ -25,21 +37,16 @@ solver = fp.LinearPCGSolver(tolerance=tolerance, iterations=iterations, precon=None) -try: - os.mkdir(fp.solvers.solver) -except: - pass - start = time.clock() for sweep in range(10): eq.cacheMatrix() eq.cacheRHSvector() res = eq.sweep(var=var, dt=1., solver=solver) - eq.matrix.exportMmf(os.path.join(fp.solvers.solver, "sweep{0}.mmf".format(sweep))) - fp.tools.dump.write((var, eq.RHSvector), - filename=os.path.join(fp.solvers.solver, - "sweep{0}.tar.gz".format(sweep))) + + if writeFiles: + eq.matrix.exportMmf(data["sweep{0}.mtx".format(sweep)].make().abspath) + fp.tools.dump.write((var, eq.RHSvector), + filename=data["sweep{0}.tar.gz".format(sweep)].make().abspath) -with open(os.path.join(fp.solvers.solver, "elapsed.txt"), 'w') as f: - f.write(str(time.clock() - start)) \ No newline at end of file +data.categories['elapsed'] = time.clock() - start From ba564ae562df3f79425d3ab36aab88cc2cefb6fe Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sat, 28 Jan 2017 08:47:56 -0500 Subject: [PATCH 004/303] Move solver testing script into benchmarking directory --- pcgComparator.py => examples/benchmarking/solvers.py | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename pcgComparator.py => examples/benchmarking/solvers.py (100%) diff --git a/pcgComparator.py b/examples/benchmarking/solvers.py similarity index 100% rename from pcgComparator.py rename to examples/benchmarking/solvers.py From fef010e2f5ad1a0ecead36797e976839a5f32cc7 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sat, 28 Jan 2017 08:49:11 -0500 Subject: [PATCH 005/303] Enable passing in a path for storage --- examples/benchmarking/solvers.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/examples/benchmarking/solvers.py b/examples/benchmarking/solvers.py index 962f74589b..f2ceb8ef11 100644 --- a/examples/benchmarking/solvers.py +++ b/examples/benchmarking/solvers.py @@ -7,7 +7,12 @@ from fipy.tools import numerix from fipy.tools.parser import parse -data = dtr.Treant(str(uuid.uuid4())) +output = parse('--output', action='store', + type='string', default=str(uuid.uuid4())) + +print "storing results in {0}".format(output) + +data = dtr.Treant(output) numberOfElements = parse('--numberOfElements', action='store', type='int', default=10000) From 1d6fc45fb718c0b3991fc46ce32a86a7cd7e07e6 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sat, 28 Jan 2017 09:17:57 -0500 Subject: [PATCH 006/303] Add property to select convergence test to Trilinos AztecOO solvers --- examples/benchmarking/solvers.py | 3 +++ .../solvers/trilinos/trilinosAztecOOSolver.py | 27 +++++++++++++++++-- 2 files changed, 28 insertions(+), 2 deletions(-) diff --git a/examples/benchmarking/solvers.py b/examples/benchmarking/solvers.py index f2ceb8ef11..b2c5311bba 100644 --- a/examples/benchmarking/solvers.py +++ b/examples/benchmarking/solvers.py @@ -41,6 +41,9 @@ eq = fp.TransientTerm() == fp.DiffusionTerm(coeff=var) solver = fp.LinearPCGSolver(tolerance=tolerance, iterations=iterations, precon=None) +if fp.solvers.solver == "trilinos": + # PySparse does b-normalization for (P)CG + solver.convergenceCheck = solver.AZ_rhs start = time.clock() diff --git a/fipy/solvers/trilinos/trilinosAztecOOSolver.py b/fipy/solvers/trilinos/trilinosAztecOOSolver.py index 45b6cf194b..ee1b461ddd 100644 --- a/fipy/solvers/trilinos/trilinosAztecOOSolver.py +++ b/fipy/solvers/trilinos/trilinosAztecOOSolver.py @@ -24,7 +24,26 @@ class TrilinosAztecOOSolver(TrilinosSolver): It provides the code to call all solvers from the Trilinos AztecOO package. """ + + AZ_r0 = AztecOO.AZ_r0 + AZ_rhs = AztecOO.AZ_rhs + AZ_Anorm = AztecOO.AZ_Anorm + AZ_noscaled = AztecOO.AZ_noscaled + AZ_sol = AztecOO.AZ_sol + + @property + def convergenceCheck(self): + """Residual expression to compare to `tolerance`. + + (see https://trilinos.org/oldsite/packages/aztecoo/AztecOOUserGuide.pdf) + """ + return self._convergenceCheck + + @property.setter + def convergenceCheck(self, value): + self._convergenceCheck = value + def __init__(self, tolerance=1e-10, iterations=1000, precon=JacobiPreconditioner()): """ Parameters @@ -41,7 +60,8 @@ def __init__(self, tolerance=1e-10, iterations=1000, precon=JacobiPreconditioner TrilinosSolver.__init__(self, tolerance=tolerance, iterations=iterations, precon=None) self.preconditioner = precon - + self._convergenceCheck = None + def _solve_(self, L, x, b): Solver = AztecOO.AztecOO(L, x, b) @@ -50,6 +70,9 @@ def _solve_(self, L, x, b): ## Solver.SetAztecOption(AztecOO.AZ_kspace, 30) Solver.SetAztecOption(AztecOO.AZ_output, AztecOO.AZ_none) + + if self.convergenceCheck is not None: + Solver.SetAztecOption(AztecOO.AZ_conv, self.convergenceCheck) if self.preconditioner is not None: self.preconditioner._applyToSolver(solver=Solver, matrix=L) @@ -57,7 +80,7 @@ def _solve_(self, L, x, b): Solver.SetAztecOption(AztecOO.AZ_precond, AztecOO.AZ_none) output = Solver.Iterate(self.iterations, self.tolerance) - + if self.preconditioner is not None: if hasattr(self.preconditioner, 'Prec'): del self.preconditioner.Prec From dac12b0488803f9a4b17b4ad3cc2e46a0d487369 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sat, 28 Jan 2017 11:55:44 -0500 Subject: [PATCH 007/303] Fixed property syntax --- fipy/solvers/trilinos/trilinosAztecOOSolver.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/fipy/solvers/trilinos/trilinosAztecOOSolver.py b/fipy/solvers/trilinos/trilinosAztecOOSolver.py index ee1b461ddd..f25dbd9c8c 100644 --- a/fipy/solvers/trilinos/trilinosAztecOOSolver.py +++ b/fipy/solvers/trilinos/trilinosAztecOOSolver.py @@ -37,10 +37,9 @@ def convergenceCheck(self): (see https://trilinos.org/oldsite/packages/aztecoo/AztecOOUserGuide.pdf) """ - return self._convergenceCheck - @property.setter + @convergenceCheck.setter def convergenceCheck(self, value): self._convergenceCheck = value From bbf2b5bb4e91ff0410dfa32f272e4bc8ed50b3c0 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sat, 28 Jan 2017 11:57:11 -0500 Subject: [PATCH 008/303] Move solver benchmarking scripts into their own directory --- examples/benchmarking/solvers/dispatch.sh | 9 +++++++++ examples/benchmarking/solvers/script.sh | 3 +++ examples/benchmarking/{ => solvers}/solvers.py | 0 3 files changed, 12 insertions(+) create mode 100644 examples/benchmarking/solvers/dispatch.sh create mode 100644 examples/benchmarking/solvers/script.sh rename examples/benchmarking/{ => solvers}/solvers.py (100%) diff --git a/examples/benchmarking/solvers/dispatch.sh b/examples/benchmarking/solvers/dispatch.sh new file mode 100644 index 0000000000..3abb2c21d2 --- /dev/null +++ b/examples/benchmarking/solvers/dispatch.sh @@ -0,0 +1,9 @@ +#!/bin/bash + +for solver in trilinos scipy pysparse +do + for size in 100 1000 10000 100000 1000000 10000000 + do + qsub -cwd pcgscript.sh "--$solver" --numberOfElements=$size + done +done diff --git a/examples/benchmarking/solvers/script.sh b/examples/benchmarking/solvers/script.sh new file mode 100644 index 0000000000..8373aacbaf --- /dev/null +++ b/examples/benchmarking/solvers/script.sh @@ -0,0 +1,3 @@ +#!/bin/bash +source activate fipy +python solvers.py "$@" diff --git a/examples/benchmarking/solvers.py b/examples/benchmarking/solvers/solvers.py similarity index 100% rename from examples/benchmarking/solvers.py rename to examples/benchmarking/solvers/solvers.py From 16e3f564824eb4b6d093ff2ae892e711f9dbdc56 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sat, 28 Jan 2017 11:58:59 -0500 Subject: [PATCH 009/303] Fixed name of script --- examples/benchmarking/solvers/dispatch.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/benchmarking/solvers/dispatch.sh b/examples/benchmarking/solvers/dispatch.sh index 3abb2c21d2..27d41b0132 100644 --- a/examples/benchmarking/solvers/dispatch.sh +++ b/examples/benchmarking/solvers/dispatch.sh @@ -4,6 +4,6 @@ for solver in trilinos scipy pysparse do for size in 100 1000 10000 100000 1000000 10000000 do - qsub -cwd pcgscript.sh "--$solver" --numberOfElements=$size + qsub -cwd script.sh "--$solver" --numberOfElements=$size done done From b368d8e14f0eed35c33c889aa7e14c14eb2a6dcd Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sat, 28 Jan 2017 22:48:20 -0500 Subject: [PATCH 010/303] Make scripts more path independent --- examples/benchmarking/solvers/dispatch.sh | 4 ++-- examples/benchmarking/solvers/script.sh | 5 +++-- 2 files changed, 5 insertions(+), 4 deletions(-) diff --git a/examples/benchmarking/solvers/dispatch.sh b/examples/benchmarking/solvers/dispatch.sh index 27d41b0132..6ece72c0c9 100644 --- a/examples/benchmarking/solvers/dispatch.sh +++ b/examples/benchmarking/solvers/dispatch.sh @@ -2,8 +2,8 @@ for solver in trilinos scipy pysparse do - for size in 100 1000 10000 100000 1000000 10000000 + for size in 100 1000 # 10000 100000 1000000 10000000 do - qsub -cwd script.sh "--$solver" --numberOfElements=$size + "$@" "${BASH_SOURCE%/*}/script.sh" "--${solver}" "--numberOfElements=${size}" done done diff --git a/examples/benchmarking/solvers/script.sh b/examples/benchmarking/solvers/script.sh index 8373aacbaf..11ba96121f 100644 --- a/examples/benchmarking/solvers/script.sh +++ b/examples/benchmarking/solvers/script.sh @@ -1,3 +1,4 @@ #!/bin/bash -source activate fipy -python solvers.py "$@" + +source activate condafipy +python "${BASH_SOURCE%/*}/solvers.py" "$@" From 09c694cd70eaf7e1dbc9b0150d1c50090c2416b3 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sun, 29 Jan 2017 11:57:50 -0500 Subject: [PATCH 011/303] Add sweeps parameter --- examples/benchmarking/solvers/solvers.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/examples/benchmarking/solvers/solvers.py b/examples/benchmarking/solvers/solvers.py index b2c5311bba..079133156f 100644 --- a/examples/benchmarking/solvers/solvers.py +++ b/examples/benchmarking/solvers/solvers.py @@ -22,6 +22,10 @@ type='float', default=1e-10) data.categories['tolerance'] = tolerance +sweeps = parse('--sweeps', action='store', + type='int', default=10) +data.categories['sweeps'] = sweeps + iterations = parse('--iterations', action='store', type='int', default=1000) data.categories['iterations'] = iterations @@ -47,7 +51,7 @@ start = time.clock() -for sweep in range(10): +for sweep in range(sweeps): eq.cacheMatrix() eq.cacheRHSvector() res = eq.sweep(var=var, dt=1., solver=solver) From c1b9b22de3a8fd0068e5d12305db466fc04d756f Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Mon, 30 Jan 2017 22:07:21 -0500 Subject: [PATCH 012/303] Record common solver `status` dict Not all solvers report the same information, but make common what we can --- fipy/solvers/pysparse/pysparseSolver.py | 7 +++++++ fipy/solvers/scipy/scipyKrylovSolver.py | 2 ++ fipy/solvers/solver.py | 2 ++ fipy/solvers/trilinos/trilinosAztecOOSolver.py | 18 +++++++++++++++++- 4 files changed, 28 insertions(+), 1 deletion(-) diff --git a/fipy/solvers/pysparse/pysparseSolver.py b/fipy/solvers/pysparse/pysparseSolver.py index c1dfc00991..8add05c3ef 100644 --- a/fipy/solvers/pysparse/pysparseSolver.py +++ b/fipy/solvers/pysparse/pysparseSolver.py @@ -44,6 +44,13 @@ def _solve_(self, L, x, b): info, iter, relres = self.solveFnc(A, b, x, self.tolerance, self.iterations, P) + + self.status['iterations'] = iter + self.status['scaled residual'] = relres + if info < 0: + self.status['code'] = self._warningList[info].__class__.__name__ + else: + self.status['code'] = "Success" self._raiseWarning(info, iter, relres) diff --git a/fipy/solvers/scipy/scipyKrylovSolver.py b/fipy/solvers/scipy/scipyKrylovSolver.py index c16454cc1a..3f117f4d0d 100644 --- a/fipy/solvers/scipy/scipyKrylovSolver.py +++ b/fipy/solvers/scipy/scipyKrylovSolver.py @@ -24,6 +24,8 @@ def _solve_(self, L, x, b): maxiter=self.iterations, M=M, atol='legacy') + + self.status['code'] = info if info < 0: self._log.debug('failure: %s', self._warningList[info].__class__.__name__) diff --git a/fipy/solvers/solver.py b/fipy/solvers/solver.py index d9df8f5f9d..099f37493c 100644 --- a/fipy/solvers/solver.py +++ b/fipy/solvers/solver.py @@ -92,6 +92,8 @@ def __init__(self, tolerance=1e-10, iterations=1000, precon=None): self.iterations = iterations self.preconditioner = precon + + self.status = dict() self._log = logging.getLogger(self.__class__.__module__ + "." + self.__class__.__name__) diff --git a/fipy/solvers/trilinos/trilinosAztecOOSolver.py b/fipy/solvers/trilinos/trilinosAztecOOSolver.py index f25dbd9c8c..33c96d3f75 100644 --- a/fipy/solvers/trilinos/trilinosAztecOOSolver.py +++ b/fipy/solvers/trilinos/trilinosAztecOOSolver.py @@ -83,8 +83,24 @@ def _solve_(self, L, x, b): if self.preconditioner is not None: if hasattr(self.preconditioner, 'Prec'): del self.preconditioner.Prec - + status = Solver.GetAztecStatus() + failure = {AztecOO.AZ_normal : 'AztecOO.AZ_normal', + AztecOO.AZ_param : 'AztecOO.AZ_param', + AztecOO.AZ_breakdown : 'AztecOO.AZ_breakdown', + AztecOO.AZ_loss : 'AztecOO.AZ_loss', + AztecOO.AZ_ill_cond : 'AztecOO.AZ_ill_cond', + AztecOO.AZ_maxits : 'AztecOO.AZ_maxits'} + + # normalize across solver packages + self.status['iterations'] = status[AztecOO.AZ_its] + self.status['residual'] = status[AztecOO.AZ_r] + self.status['scaled residual'] = status[AztecOO.AZ_scaled_r] + self.status['convergence residual'] = status[AztecOO.AZ_rec_r] + self.status['solve time'] = status[AztecOO.AZ_solve_time] + self.status['Aztec version'] = status[AztecOO.AZ_Aztec_version] + self.status['code'] = failure[status[AztecOO.AZ_why]] + self._log.debug('iterations: %d / %d', status[AztecOO.AZ_its], self.iterations) self._log.debug('failure: %s', _reason[status[AztecOO.AZ_why]]) self._log.debug('AztecOO.AZ_r: %s', status[AztecOO.AZ_r]) From a46f6efa820cb16ec79d748718040a905e213cc3 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 1 Feb 2017 22:48:20 -0500 Subject: [PATCH 013/303] Use same SolverConvergenceWarning scheme for all solver suites --- fipy/solvers/pysparse/pysparseSolver.py | 24 ++++++++++ fipy/solvers/scipy/scipyKrylovSolver.py | 33 +++++++++++++- fipy/solvers/solver.py | 45 +++++++++++-------- .../solvers/trilinos/trilinosAztecOOSolver.py | 34 +++++++++++--- 4 files changed, 109 insertions(+), 27 deletions(-) diff --git a/fipy/solvers/pysparse/pysparseSolver.py b/fipy/solvers/pysparse/pysparseSolver.py index 8add05c3ef..dd36bf5234 100644 --- a/fipy/solvers/pysparse/pysparseSolver.py +++ b/fipy/solvers/pysparse/pysparseSolver.py @@ -2,6 +2,12 @@ __docformat__ = 'restructuredtext' from fipy.solvers.pysparseMatrixSolver import _PysparseMatrixSolver +from fipy.solvers import (ScalarQuantityOutOfRangeWarning, + StagnatedSolverWarning, + MatrixIllConditionedWarning, + PreconditionerNotPositiveDefiniteWarning, + IllConditionedPreconditionerWarning, + MaximumIterationWarning) __all__ = ["PysparseSolver"] from future.utils import text_to_native_str @@ -80,3 +86,21 @@ def _solve(self): array /= self.var.unit.factor self.var[:] = array.reshape(self.var.shape) + + _warningList = (ScalarQuantityOutOfRangeWarning, + StagnatedSolverWarning, + MatrixIllConditionedWarning, + PreconditionerNotPositiveDefiniteWarning, + IllConditionedPreconditionerWarning, + MaximumIterationWarning) + + def _raiseWarning(self, info, iter, relres): + # info is negative, so we list in reverse order so that + # info can be used as an index from the end + + if info < 0: + # is stacklevel=5 always what's needed to get to the user's scope? + import warnings + warnings.warn(self._warningList[info](self, iter, relres), stacklevel=5) + + diff --git a/fipy/solvers/scipy/scipyKrylovSolver.py b/fipy/solvers/scipy/scipyKrylovSolver.py index 3f117f4d0d..afa4552478 100644 --- a/fipy/solvers/scipy/scipyKrylovSolver.py +++ b/fipy/solvers/scipy/scipyKrylovSolver.py @@ -3,7 +3,12 @@ __all__ = [] +import os +import warnings + from fipy.solvers.scipy.scipySolver import _ScipySolver +from fipy.solvers import (MaximumIterationWarning, + IllegalInputOrBreakdownWarning) class _ScipyKrylovSolver(_ScipySolver): """ @@ -12,6 +17,9 @@ class _ScipyKrylovSolver(_ScipySolver): .. attention:: This class is abstract. Always create one of its subclasses. """ + def _countIterations(self, xk): + self.actualIterations += 1 + def _solve_(self, L, x, b): A = L.matrix if self.preconditioner is None: @@ -19,15 +27,36 @@ def _solve_(self, L, x, b): else: M = self.preconditioner._applyToMatrix(A) + self.actualIterations = 0 x, info = self.solveFnc(A, b, x, tol=self.tolerance, maxiter=self.iterations, M=M, - atol='legacy') + atol='legacy', + callback=self._countIterations) - self.status['code'] = info + self.status['iterations'] = self.actualIterations + if info == 0: + self.status['code'] = "Success" + elif info < 0: + self.status['code'] = IllegalInputOrBreakdownWarning.__class__.__name__ + elif info > 0: + self.status['code'] = MaximumIterationWarning.__class__.__name__ + + self._raiseWarning(info, self.actualIterations, 0.) if info < 0: self._log.debug('failure: %s', self._warningList[info].__class__.__name__) return x + + def _raiseWarning(self, info, iter, relres): + # 0 : successful exit + # >0 : convergence to tolerance not achieved, number of iterations + # <0 : illegal input or breakdown + + if info < 0: + # is stacklevel=5 always what's needed to get to the user's scope? + warnings.warn(IllegalInputOrBreakdownWarning(self, iter, relres), stacklevel=5) + elif info > 0: + warnings.warn(MaximumIterationWarning(self, iter, relres), stacklevel=5) diff --git a/fipy/solvers/solver.py b/fipy/solvers/solver.py index 099f37493c..0c471cc01d 100644 --- a/fipy/solvers/solver.py +++ b/fipy/solvers/solver.py @@ -21,10 +21,13 @@ from fipy.tools import numerix -__all__ = ["SolverConvergenceWarning", "MaximumIterationWarning", +__all__ = ["SolverConvergenceWarning", "NormalConvergence", "MaximumIterationWarning", "PreconditionerWarning", "IllConditionedPreconditionerWarning", "PreconditionerNotPositiveDefiniteWarning", "MatrixIllConditionedWarning", - "StagnatedSolverWarning", "ScalarQuantityOutOfRangeWarning", "Solver"] + "StagnatedSolverWarning", "ScalarQuantityOutOfRangeWarning", + "IllegalInputOrBreakdownWarning", + "ParameterWarning", "BreakdownWarning", "LossOfPrecisionWarning", + "Solver"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] @@ -36,6 +39,10 @@ def __init__(self, solver, iter, relres): def __str__(self): return "%s failed. Iterations: %g. Relative error: %g" % (str(self.solver), self.iter, self.relres) + +class NormalConvergence(SolverConvergenceWarning): + def __str__(self): + return "User requested convergence criteria is satisfied. Iterations: {0}. Relative error: {1}".format(self.iter, self.relres) class MaximumIterationWarning(SolverConvergenceWarning): def __str__(self): @@ -63,6 +70,24 @@ def __str__(self): class ScalarQuantityOutOfRangeWarning(SolverConvergenceWarning): def __str__(self): return "A scalar quantity became too small or too large to continue computing. Iterations: %g. Relative error: %g" % (self.iter, self.relres) + +class IllegalInputOrBreakdownWarning(SolverConvergenceWarning): + def __str__(self): + return "{0} received illegal input or had a breakdown." \ + "Iterations: {1}. Relative error: {2}".format(self.solver, self.iter, self.relres) + +class ParameterWarning(SolverConvergenceWarning): + def __str__(self): + return "User requested option is not available for {0}.".format(self.solver) + +class BreakdownWarning(SolverConvergenceWarning): + def __str__(self): + return "Numerical breakdown occurred. Iterations: {0}. Relative error: {1}".format(self.iter, self.relres) + +class LossOfPrecisionWarning(SolverConvergenceWarning): + def __str__(self): + return "Numerical loss of precision occurred. Iterations: {0}. Relative error: {1}".format(self.iter, self.relres) + class Solver(object): """ @@ -131,22 +156,6 @@ def _calcResidual(self, residualFn=None): def _calcRHSNorm(self): return numerix.L2norm(self.RHSvector) - _warningList = (ScalarQuantityOutOfRangeWarning, - StagnatedSolverWarning, - MatrixIllConditionedWarning, - PreconditionerNotPositiveDefiniteWarning, - IllConditionedPreconditionerWarning, - MaximumIterationWarning) - - def _raiseWarning(self, info, iter, relres): - # info is negative, so we list in reverse order so that - # info can be used as an index from the end - - if info < 0: - # is stacklevel=5 always what's needed to get to the user's scope? - import warnings - warnings.warn(self._warningList[info](self, iter, relres), stacklevel=5) - def __repr__(self): return '%s(tolerance=%g, iterations=%g)' \ % (self.__class__.__name__, self.tolerance, self.iterations) diff --git a/fipy/solvers/trilinos/trilinosAztecOOSolver.py b/fipy/solvers/trilinos/trilinosAztecOOSolver.py index 33c96d3f75..a35d25502b 100644 --- a/fipy/solvers/trilinos/trilinosAztecOOSolver.py +++ b/fipy/solvers/trilinos/trilinosAztecOOSolver.py @@ -12,6 +12,12 @@ from fipy.solvers.trilinos.trilinosSolver import TrilinosSolver from fipy.solvers.trilinos.preconditioners.jacobiPreconditioner import JacobiPreconditioner +from fipy.solvers import (NormalConvergence, + ParameterWarning, + BreakdownWarning, + LossOfPrecisionWarning, + MatrixIllConditionedWarning, + MaximumIterationWarning) __all__ = ["TrilinosAztecOOSolver"] from future.utils import text_to_native_str @@ -85,12 +91,6 @@ def _solve_(self, L, x, b): del self.preconditioner.Prec status = Solver.GetAztecStatus() - failure = {AztecOO.AZ_normal : 'AztecOO.AZ_normal', - AztecOO.AZ_param : 'AztecOO.AZ_param', - AztecOO.AZ_breakdown : 'AztecOO.AZ_breakdown', - AztecOO.AZ_loss : 'AztecOO.AZ_loss', - AztecOO.AZ_ill_cond : 'AztecOO.AZ_ill_cond', - AztecOO.AZ_maxits : 'AztecOO.AZ_maxits'} # normalize across solver packages self.status['iterations'] = status[AztecOO.AZ_its] @@ -99,7 +99,11 @@ def _solve_(self, L, x, b): self.status['convergence residual'] = status[AztecOO.AZ_rec_r] self.status['solve time'] = status[AztecOO.AZ_solve_time] self.status['Aztec version'] = status[AztecOO.AZ_Aztec_version] - self.status['code'] = failure[status[AztecOO.AZ_why]] + self.status['code'] = self._warningDict[status[AztecOO.AZ_why]].__class__.__name__ + + self._raiseWarning(status[AztecOO.AZ_why], + status[AztecOO.AZ_its], + status[AztecOO.AZ_scaled_r]) self._log.debug('iterations: %d / %d', status[AztecOO.AZ_its], self.iterations) self._log.debug('failure: %s', _reason[status[AztecOO.AZ_why]]) @@ -109,3 +113,19 @@ def _solve_(self, L, x, b): self._log.debug('AztecOO.AZ_Aztec_version: %s', status[AztecOO.AZ_Aztec_version]) return output + + _warningDict = {AztecOO.AZ_normal : NormalConvergence, + AztecOO.AZ_param : ParameterWarning, + AztecOO.AZ_breakdown : BreakdownWarning, + AztecOO.AZ_loss : LossOfPrecisionWarning, + AztecOO.AZ_ill_cond : MatrixIllConditionedWarning, + AztecOO.AZ_maxits : MaximumIterationWarning} + + def _raiseWarning(self, info, iter, relres): + if info != AztecOO.AZ_normal: + # is stacklevel=5 always what's needed to get to the user's scope? + import warnings + warnings.warn(self._warningDicet[info](self, iter, relres), stacklevel=5) + + + From ccbec59f5dc628729d6bd5e06d7b2a565b10cd74 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 8 Feb 2017 18:35:11 -0500 Subject: [PATCH 014/303] Rename script.sh to setup.sh --- examples/benchmarking/solvers/{script.sh => setup.sh} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename examples/benchmarking/solvers/{script.sh => setup.sh} (100%) diff --git a/examples/benchmarking/solvers/script.sh b/examples/benchmarking/solvers/setup.sh similarity index 100% rename from examples/benchmarking/solvers/script.sh rename to examples/benchmarking/solvers/setup.sh From 92f802a3b4a87243076ff5936dae02117c63ce67 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 8 Feb 2017 19:51:10 -0500 Subject: [PATCH 015/303] Add option parsing and usage to bash scripts --- examples/benchmarking/solvers/dispatch.sh | 65 +++++++++++++++++++++- examples/benchmarking/solvers/setup.sh | 67 ++++++++++++++++++++++- 2 files changed, 128 insertions(+), 4 deletions(-) diff --git a/examples/benchmarking/solvers/dispatch.sh b/examples/benchmarking/solvers/dispatch.sh index 6ece72c0c9..955b8ba9af 100644 --- a/examples/benchmarking/solvers/dispatch.sh +++ b/examples/benchmarking/solvers/dispatch.sh @@ -1,9 +1,70 @@ #!/bin/bash +USAGE="usage: $0 [-h] [--env ENV] [--cmd CMD] [--np NP] [--] SCRIPT + +Iterates over solvers and mesh sizes by calling setup.sh, which activates +the appropriate conda environment and calls python on SCRIPT + +positional arguments: + SCRIPT Python script to launch (expected to be in same + directory as $0) + +optional arguments: + --cmd CMD Command used to invoke SCRIPT, e.g., 'qsub -cwd' for + Sun grid engine (default: bash) + --env ENV Conda environment to activate before invoking SCRIPT + (default: fipy) + --np NP Number of processes to invoke SCRIPT with (default: 1) + -h, --help show this help message and exit" + +CMD=bash +ENV=fipy +NP=1 + +while [[ $# > 0 ]] && [[ $1 == -* ]] +do + case "$1" in + --cmd) + CMD="$2" + shift # option has parameter + ;; + --env) + ENV="$2" + shift # option has parameter + ;; + --np) + NP="$2" + shift # option has parameter + ;; + -h|--help) + echo "$USAGE" + exit 0 + ;; + --) + # end of options + shift + break + ;; + -*) + # unknown option + echo Unknown option: $1>&2 + exit 10 + ;; + esac + shift # option(s) fully processed, proceed to next input argument +done + +if [[ "$#" != 1 ]]; then + echo "$USAGE" + exit 1 +fi + +SCRIPT=$1 + for solver in trilinos scipy pysparse do - for size in 100 1000 # 10000 100000 1000000 10000000 + for size in 100 1000 10000 100000 1000000 # 10000000 do - "$@" "${BASH_SOURCE%/*}/script.sh" "--${solver}" "--numberOfElements=${size}" + ${CMD} "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" --np "${NP}" -- $SCRIPT "--${solver}" "--numberOfElements=${size}" done done diff --git a/examples/benchmarking/solvers/setup.sh b/examples/benchmarking/solvers/setup.sh index 11ba96121f..17cbf3576c 100644 --- a/examples/benchmarking/solvers/setup.sh +++ b/examples/benchmarking/solvers/setup.sh @@ -1,4 +1,67 @@ #!/bin/bash -source activate condafipy -python "${BASH_SOURCE%/*}/solvers.py" "$@" +USAGE="usage: $0 [-h] [--env ENV] [--np NP] [--] SCRIPT [ARGS] + +activates the appropriate conda environment and calls python on SCRIPT + +positional arguments: + SCRIPT Python script to launch (expected to be in same + directory as $0) + ARGS Arguments to pass to SCRIPT + +optional arguments: + --env ENV Conda environment to activate before invoking SCRIPT + (default: fipy) + --np NP Number of processes to invoke SCRIPT with (default: 1) + -h, --help show this help message and exit" + +NP=1 +ENV=fipy + +while [[ $# > 0 ]] && [[ $1 == -* ]] +do + case "$1" in + --env) + ENV="$2" + shift # option has parameter + ;; + --np) + NP="$2" + shift # option has parameter + ;; + -h|--help) + echo "$USAGE" + exit 0 + ;; + --) + # end of options + shift + break + ;; + -*) + # unknown option + echo Unknown option: $1>&2 + exit 10 + ;; + esac + shift # option(s) fully processed, proceed to next input argument +done + +echo "$@" + +if [[ "$#" < 1 ]]; then + echo "$USAGE" + exit 1 +fi + +SCRIPT=$1 +shift + +if [[ $NP > 1 ]]; then + MPI="mpirun -np ${NP}" +else + MPI="" +fi + +source activate $ENV +${MPI} python "${BASH_SOURCE%/*}/${SCRIPT}" "$@" From 382c9b4c17f01c74ffbcd02d188334b1286ce408 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 8 Feb 2017 19:52:08 -0500 Subject: [PATCH 016/303] Fix typo --- fipy/solvers/trilinos/trilinosAztecOOSolver.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/fipy/solvers/trilinos/trilinosAztecOOSolver.py b/fipy/solvers/trilinos/trilinosAztecOOSolver.py index a35d25502b..db759cf74d 100644 --- a/fipy/solvers/trilinos/trilinosAztecOOSolver.py +++ b/fipy/solvers/trilinos/trilinosAztecOOSolver.py @@ -125,7 +125,7 @@ def _raiseWarning(self, info, iter, relres): if info != AztecOO.AZ_normal: # is stacklevel=5 always what's needed to get to the user's scope? import warnings - warnings.warn(self._warningDicet[info](self, iter, relres), stacklevel=5) + warnings.warn(self._warningDict[info](self, iter, relres), stacklevel=5) From 4b749685cb1864fc79976e4bd5458f59c01fa39b Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 8 Feb 2017 19:52:43 -0500 Subject: [PATCH 017/303] Store solver iterations --- examples/benchmarking/solvers/solvers.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/examples/benchmarking/solvers/solvers.py b/examples/benchmarking/solvers/solvers.py index 079133156f..750dfec503 100644 --- a/examples/benchmarking/solvers/solvers.py +++ b/examples/benchmarking/solvers/solvers.py @@ -56,6 +56,8 @@ eq.cacheRHSvector() res = eq.sweep(var=var, dt=1., solver=solver) + data.categories['sweep {0} - iterations'.format(sweep)] = solver.status['iterations'] + if writeFiles: eq.matrix.exportMmf(data["sweep{0}.mtx".format(sweep)].make().abspath) fp.tools.dump.write((var, eq.RHSvector), From 16e84f108a80c0487768b9d38b6bbb3b05e7f981 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 8 Feb 2017 21:49:19 -0500 Subject: [PATCH 018/303] Write to Treant only on process 0 --- examples/benchmarking/solvers/solvers.py | 14 +++++++++++--- 1 file changed, 11 insertions(+), 3 deletions(-) diff --git a/examples/benchmarking/solvers/solvers.py b/examples/benchmarking/solvers/solvers.py index 750dfec503..d7fbd7be3f 100644 --- a/examples/benchmarking/solvers/solvers.py +++ b/examples/benchmarking/solvers/solvers.py @@ -6,13 +6,21 @@ import fipy as fp from fipy.tools import numerix from fipy.tools.parser import parse +from fipy.tools import parallelComm output = parse('--output', action='store', type='string', default=str(uuid.uuid4())) -print "storing results in {0}".format(output) +if parallelComm.procID == 0: + print "storing results in {0}".format(output) + data = dtr.Treant(output) +else: + class dummyTreant(object): + categories = dict() + + data = dummyTreant() -data = dtr.Treant(output) +data.categories['processes'] = parallelComm.Nproc numberOfElements = parse('--numberOfElements', action='store', type='int', default=10000) @@ -58,7 +66,7 @@ data.categories['sweep {0} - iterations'.format(sweep)] = solver.status['iterations'] - if writeFiles: + if writeFiles and parallelComm.procID == 0: eq.matrix.exportMmf(data["sweep{0}.mtx".format(sweep)].make().abspath) fp.tools.dump.write((var, eq.RHSvector), filename=data["sweep{0}.tar.gz".format(sweep)].make().abspath) From 98834ea76870abece650171f67f1f5157e8d2d1a Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 9 Feb 2017 16:30:37 -0500 Subject: [PATCH 019/303] Switch to argparse from fipy.tools.parser --- examples/benchmarking/solvers/solvers.py | 56 ++++++++++++------------ 1 file changed, 27 insertions(+), 29 deletions(-) diff --git a/examples/benchmarking/solvers/solvers.py b/examples/benchmarking/solvers/solvers.py index d7fbd7be3f..a9cce16431 100644 --- a/examples/benchmarking/solvers/solvers.py +++ b/examples/benchmarking/solvers/solvers.py @@ -1,3 +1,4 @@ +import argparse import time import uuid @@ -5,15 +6,27 @@ import fipy as fp from fipy.tools import numerix -from fipy.tools.parser import parse from fipy.tools import parallelComm -output = parse('--output', action='store', - type='string', default=str(uuid.uuid4())) +parser = argparse.ArgumentParser() +parser.add_argument("--output", help="directory to store results in", + default=str(uuid.uuid4())) +parser.add_argument("--numberOfElements", help="number of total cells in a Grid2D", + type=int, default=10000) +parser.add_argument("--sweeps", help="number of nonlinear sweeps to take", + type=int, default=10) +parser.add_argument("--iterations", help="maximum number of linear iterations to take for each sweep", + type=int, default=1000) +parser.add_argument("--tolerance", help="linear solver tolerance", + type=float, default=1e-10) +parser.add_argument("--writeFiles", help="whether to write solution values and matrix to OUTPUT", + action='store_true') + +args, unknowns = parser.parse_known_args() if parallelComm.procID == 0: - print "storing results in {0}".format(output) - data = dtr.Treant(output) + print "storing results in {0}".format(args.output) + data = dtr.Treant(args.output) else: class dummyTreant(object): categories = dict() @@ -21,29 +34,14 @@ class dummyTreant(object): data = dummyTreant() data.categories['processes'] = parallelComm.Nproc - -numberOfElements = parse('--numberOfElements', action='store', - type='int', default=10000) -data.categories['numberOfElements'] = numberOfElements - -tolerance = parse('--tolerance', action='store', - type='float', default=1e-10) -data.categories['tolerance'] = tolerance - -sweeps = parse('--sweeps', action='store', - type='int', default=10) -data.categories['sweeps'] = sweeps - -iterations = parse('--iterations', action='store', - type='int', default=1000) -data.categories['iterations'] = iterations - -writeFiles = parse('--writeFiles', action='store_true', default=False) - +data.categories['numberOfElements'] = args.numberOfElements +data.categories['sweeps'] = args.sweeps +data.categories['iterations'] = args.iterations +data.categories['tolerance'] = args.tolerance data.categories['solver'] = fp.solvers.solver +data.categories['script'] = __file__ - -N = int(numerix.sqrt(numberOfElements)) +N = int(numerix.sqrt(args.numberOfElements)) mesh = fp.Grid2D(nx=N, Lx=1., ny=N, Ly=1.) var = fp.CellVariable(mesh=mesh, value=1., hasOld=True) @@ -52,21 +50,21 @@ class dummyTreant(object): eq = fp.TransientTerm() == fp.DiffusionTerm(coeff=var) -solver = fp.LinearPCGSolver(tolerance=tolerance, iterations=iterations, precon=None) +solver = fp.LinearPCGSolver(tolerance=args.tolerance, iterations=args.iterations, precon=None) if fp.solvers.solver == "trilinos": # PySparse does b-normalization for (P)CG solver.convergenceCheck = solver.AZ_rhs start = time.clock() -for sweep in range(sweeps): +for sweep in range(args.sweeps): eq.cacheMatrix() eq.cacheRHSvector() res = eq.sweep(var=var, dt=1., solver=solver) data.categories['sweep {0} - iterations'.format(sweep)] = solver.status['iterations'] - if writeFiles and parallelComm.procID == 0: + if args.writeFiles and parallelComm.procID == 0: eq.matrix.exportMmf(data["sweep{0}.mtx".format(sweep)].make().abspath) fp.tools.dump.write((var, eq.RHSvector), filename=data["sweep{0}.tar.gz".format(sweep)].make().abspath) From de21740ecfc7f9c3312ff129d85bee177b68d459 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 9 Feb 2017 22:03:38 -0500 Subject: [PATCH 020/303] Shift workload from setup.sh to dispatch.sh --- examples/benchmarking/solvers/dispatch.sh | 32 ++++++++++++++++------- examples/benchmarking/solvers/setup.sh | 31 ++++------------------ 2 files changed, 27 insertions(+), 36 deletions(-) diff --git a/examples/benchmarking/solvers/dispatch.sh b/examples/benchmarking/solvers/dispatch.sh index 955b8ba9af..31b6b685e8 100644 --- a/examples/benchmarking/solvers/dispatch.sh +++ b/examples/benchmarking/solvers/dispatch.sh @@ -10,23 +10,22 @@ positional arguments: directory as $0) optional arguments: - --cmd CMD Command used to invoke SCRIPT, e.g., 'qsub -cwd' for - Sun grid engine (default: bash) + -h, --help show this help message and exit + --qsub Invoke SCRIPT using 'qsub -cwd' for Sun grid engine + (default: invoke using bash) --env ENV Conda environment to activate before invoking SCRIPT (default: fipy) - --np NP Number of processes to invoke SCRIPT with (default: 1) - -h, --help show this help message and exit" + --np NP Number of processes to invoke SCRIPT with (default: 1)" -CMD=bash +QSUB=0 ENV=fipy NP=1 while [[ $# > 0 ]] && [[ $1 == -* ]] do case "$1" in - --cmd) - CMD="$2" - shift # option has parameter + --qsub) + QSUB=1 ;; --env) ENV="$2" @@ -61,10 +60,23 @@ fi SCRIPT=$1 +if [[ $NP > 1 ]]; then + MPI="mpirun -np ${NP}" +else + MPI="" +fi + for solver in trilinos scipy pysparse do - for size in 100 1000 10000 100000 1000000 # 10000000 + for size in 100 1000 10000 # 100000 1000000 # 10000000 do - ${CMD} "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" --np "${NP}" -- $SCRIPT "--${solver}" "--numberOfElements=${size}" + dir="Data/`uuidgen`" + mkdir -p $dir + INVOCATION="${MPI} python ${BASH_SOURCE%/*}/${SCRIPT} --${solver} --numberOfElements=${size} --output $dir" + if [[ $QSUB == 1 ]]; then + qsub -cwd -o "${dir}/stdout" -e "${dir}/stderr" "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} + else + bash "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} + fi done done diff --git a/examples/benchmarking/solvers/setup.sh b/examples/benchmarking/solvers/setup.sh index 17cbf3576c..71053aa6cd 100644 --- a/examples/benchmarking/solvers/setup.sh +++ b/examples/benchmarking/solvers/setup.sh @@ -2,20 +2,14 @@ USAGE="usage: $0 [-h] [--env ENV] [--np NP] [--] SCRIPT [ARGS] -activates the appropriate conda environment and calls python on SCRIPT - -positional arguments: - SCRIPT Python script to launch (expected to be in same - directory as $0) - ARGS Arguments to pass to SCRIPT +activates the appropriate conda environment and calls python on SCRIPT +with ARGS optional arguments: + -h, --help show this help message and exit --env ENV Conda environment to activate before invoking SCRIPT - (default: fipy) - --np NP Number of processes to invoke SCRIPT with (default: 1) - -h, --help show this help message and exit" + (default: fipy)" -NP=1 ENV=fipy while [[ $# > 0 ]] && [[ $1 == -* ]] @@ -25,10 +19,6 @@ do ENV="$2" shift # option has parameter ;; - --np) - NP="$2" - shift # option has parameter - ;; -h|--help) echo "$USAGE" exit 0 @@ -47,21 +37,10 @@ do shift # option(s) fully processed, proceed to next input argument done -echo "$@" - if [[ "$#" < 1 ]]; then echo "$USAGE" exit 1 fi -SCRIPT=$1 -shift - -if [[ $NP > 1 ]]; then - MPI="mpirun -np ${NP}" -else - MPI="" -fi - source activate $ENV -${MPI} python "${BASH_SOURCE%/*}/${SCRIPT}" "$@" +$@ From a3876ad4f8bba4176fc56df1758002116be497f6 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 9 Feb 2017 22:07:48 -0500 Subject: [PATCH 021/303] Rename script to diffusion.py to reflect function --- examples/benchmarking/solvers/{solvers.py => diffusion.py} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename examples/benchmarking/solvers/{solvers.py => diffusion.py} (100%) diff --git a/examples/benchmarking/solvers/solvers.py b/examples/benchmarking/solvers/diffusion.py similarity index 100% rename from examples/benchmarking/solvers/solvers.py rename to examples/benchmarking/solvers/diffusion.py From c475c3866758b9278410a83138b99d9583ddf2f4 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 10 Feb 2017 10:13:42 -0500 Subject: [PATCH 022/303] Add solver selector Presently Jacobi-preconditions everything but CG. No parameters to preconditioner. --- examples/benchmarking/solvers/diffusion.py | 29 +++++++++++++++++----- 1 file changed, 23 insertions(+), 6 deletions(-) diff --git a/examples/benchmarking/solvers/diffusion.py b/examples/benchmarking/solvers/diffusion.py index a9cce16431..a2387fb274 100644 --- a/examples/benchmarking/solvers/diffusion.py +++ b/examples/benchmarking/solvers/diffusion.py @@ -13,6 +13,8 @@ default=str(uuid.uuid4())) parser.add_argument("--numberOfElements", help="number of total cells in a Grid2D", type=int, default=10000) +parser.add_argument("--solver", help="solver class to use", + choices=("cg", "pcg", "cgs", "gmres", "lu"), default="cg") parser.add_argument("--sweeps", help="number of nonlinear sweeps to take", type=int, default=10) parser.add_argument("--iterations", help="maximum number of linear iterations to take for each sweep", @@ -38,7 +40,8 @@ class dummyTreant(object): data.categories['sweeps'] = args.sweeps data.categories['iterations'] = args.iterations data.categories['tolerance'] = args.tolerance -data.categories['solver'] = fp.solvers.solver +data.categories['solver'] = args.solver +data.categories['library'] = fp.solvers.solver data.categories['script'] = __file__ N = int(numerix.sqrt(args.numberOfElements)) @@ -50,11 +53,25 @@ class dummyTreant(object): eq = fp.TransientTerm() == fp.DiffusionTerm(coeff=var) -solver = fp.LinearPCGSolver(tolerance=args.tolerance, iterations=args.iterations, precon=None) -if fp.solvers.solver == "trilinos": - # PySparse does b-normalization for (P)CG - solver.convergenceCheck = solver.AZ_rhs - +if args.solver == "cg": + solver = fp.LinearPCGSolver(tolerance=args.tolerance, iterations=args.iterations, precon=None) + if fp.solvers.solver == "trilinos": + # PySparse does b-normalization for (P)CG + solver.convergenceCheck = solver.AZ_rhs +elif args.solver == "pcg": + solver = fp.LinearPCGSolver(tolerance=args.tolerance, iterations=args.iterations, precon=fp.JacobiPreconditioner()) + if fp.solvers.solver == "trilinos": + # PySparse does b-normalization for (P)CG + solver.convergenceCheck = solver.AZ_rhs +elif args.solver == "cgs": + solver = fp.LinearCGSSolver(tolerance=args.tolerance, iterations=args.iterations, precon=fp.JacobiPreconditioner()) +elif args.solver == "gmres": + solver = fp.LinearGMRESSolver(tolerance=args.tolerance, iterations=args.iterations, precon=fp.JacobiPreconditioner()) +elif args.solver == "lu": + solver = fp.LinearLUSolver(tolerance=args.tolerance, iterations=args.iterations) +else: + raise Exception("Unknown solver: {0}".format(args.solver)) + start = time.clock() for sweep in range(args.sweeps): From f90877b8eaf0294571ef6c8c72f7d0309d482c46 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 10 Feb 2017 10:15:26 -0500 Subject: [PATCH 023/303] Add node request to qsub --- examples/benchmarking/solvers/dispatch.sh | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/examples/benchmarking/solvers/dispatch.sh b/examples/benchmarking/solvers/dispatch.sh index 31b6b685e8..bc108ac5b6 100644 --- a/examples/benchmarking/solvers/dispatch.sh +++ b/examples/benchmarking/solvers/dispatch.sh @@ -1,6 +1,6 @@ #!/bin/bash -USAGE="usage: $0 [-h] [--env ENV] [--cmd CMD] [--np NP] [--] SCRIPT +USAGE="usage: $0 [-h] [--env ENV] [--cmd CMD] [--np NP] [--] SCRIPT [ARGS] Iterates over solvers and mesh sizes by calling setup.sh, which activates the appropriate conda environment and calls python on SCRIPT @@ -59,6 +59,7 @@ if [[ "$#" != 1 ]]; then fi SCRIPT=$1 +shift if [[ $NP > 1 ]]; then MPI="mpirun -np ${NP}" @@ -68,13 +69,13 @@ fi for solver in trilinos scipy pysparse do - for size in 100 1000 10000 # 100000 1000000 # 10000000 + for size in 100 1000 10000 100000 1000000 10000000 do dir="Data/`uuidgen`" mkdir -p $dir - INVOCATION="${MPI} python ${BASH_SOURCE%/*}/${SCRIPT} --${solver} --numberOfElements=${size} --output $dir" + INVOCATION="${MPI} python ${BASH_SOURCE%/*}/${SCRIPT} --${solver} --numberOfElements=${size} --output $dir -- $@" if [[ $QSUB == 1 ]]; then - qsub -cwd -o "${dir}/stdout" -e "${dir}/stderr" "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} + qsub -cwd -pe nodal ${NP} -q "wide64" -o "${dir}" -e "${dir}" "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} else bash "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} fi From 351e2a27ac3f773a7d3c2c34b01f51f10aee1d57 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 10 Feb 2017 15:16:19 -0500 Subject: [PATCH 024/303] Allow for mprof memory profiling --- examples/benchmarking/solvers/dispatch.sh | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/examples/benchmarking/solvers/dispatch.sh b/examples/benchmarking/solvers/dispatch.sh index bc108ac5b6..5dd86059a6 100644 --- a/examples/benchmarking/solvers/dispatch.sh +++ b/examples/benchmarking/solvers/dispatch.sh @@ -15,11 +15,13 @@ optional arguments: (default: invoke using bash) --env ENV Conda environment to activate before invoking SCRIPT (default: fipy) - --np NP Number of processes to invoke SCRIPT with (default: 1)" + --np NP Number of processes to invoke SCRIPT with (default: 1) + --mprof Whether to run mprof profiler (default: False)" QSUB=0 ENV=fipy NP=1 +PYTHON=python while [[ $# > 0 ]] && [[ $1 == -* ]] do @@ -35,6 +37,8 @@ do NP="$2" shift # option has parameter ;; + --mprof) + PYTHON="mprof run" -h|--help) echo "$USAGE" exit 0 @@ -73,7 +77,7 @@ do do dir="Data/`uuidgen`" mkdir -p $dir - INVOCATION="${MPI} python ${BASH_SOURCE%/*}/${SCRIPT} --${solver} --numberOfElements=${size} --output $dir -- $@" + INVOCATION="${MPI} ${PYTHON} ${BASH_SOURCE%/*}/${SCRIPT} --${solver} --numberOfElements=${size} --output $dir $@" if [[ $QSUB == 1 ]]; then qsub -cwd -pe nodal ${NP} -q "wide64" -o "${dir}" -e "${dir}" "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} else From 7fcdf9e4af464d15acab9854afdedb4dd8c9479a Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 10 Feb 2017 15:24:53 -0500 Subject: [PATCH 025/303] Fix typo --- examples/benchmarking/solvers/dispatch.sh | 1 + 1 file changed, 1 insertion(+) diff --git a/examples/benchmarking/solvers/dispatch.sh b/examples/benchmarking/solvers/dispatch.sh index 5dd86059a6..ae695c20fc 100644 --- a/examples/benchmarking/solvers/dispatch.sh +++ b/examples/benchmarking/solvers/dispatch.sh @@ -39,6 +39,7 @@ do ;; --mprof) PYTHON="mprof run" + ;; -h|--help) echo "$USAGE" exit 0 From b8bc5cfd150820cc86fae6a2475d47ce097a70f4 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 10 Feb 2017 15:26:20 -0500 Subject: [PATCH 026/303] Allow options --- examples/benchmarking/solvers/dispatch.sh | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/examples/benchmarking/solvers/dispatch.sh b/examples/benchmarking/solvers/dispatch.sh index ae695c20fc..71dcd5b4f6 100644 --- a/examples/benchmarking/solvers/dispatch.sh +++ b/examples/benchmarking/solvers/dispatch.sh @@ -1,6 +1,6 @@ #!/bin/bash -USAGE="usage: $0 [-h] [--env ENV] [--cmd CMD] [--np NP] [--] SCRIPT [ARGS] +USAGE="usage: $0 [-h] [--env ENV] [--cmd CMD] [--np NP] [--mprof] [--] SCRIPT [ARGS] Iterates over solvers and mesh sizes by calling setup.sh, which activates the appropriate conda environment and calls python on SCRIPT @@ -58,7 +58,7 @@ do shift # option(s) fully processed, proceed to next input argument done -if [[ "$#" != 1 ]]; then +if [[ "$#" < 1 ]]; then echo "$USAGE" exit 1 fi From 542e7a8e7d5d670d22ed8990f319f9bf8b1bfaa7 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 14 Feb 2017 10:14:45 -0500 Subject: [PATCH 027/303] Add status to LU solvers --- fipy/solvers/pysparse/linearLUSolver.py | 5 +++++ fipy/solvers/scipy/linearLUSolver.py | 5 +++++ fipy/solvers/trilinos/linearLUSolver.py | 5 +++++ 3 files changed, 15 insertions(+) diff --git a/fipy/solvers/pysparse/linearLUSolver.py b/fipy/solvers/pysparse/linearLUSolver.py index d601d9d823..4736290d5a 100644 --- a/fipy/solvers/pysparse/linearLUSolver.py +++ b/fipy/solvers/pysparse/linearLUSolver.py @@ -67,6 +67,11 @@ def _solve_(self, L, x, b): xError = numerix.zeros(len(b), 'd') LU.solve(errorVector, xError) x[:] = x - xError + + self.status['iterations'] = iteration + self.status['scaled residual'] = numerix.sqrt(numerix.sum(errorVector**2)) / error0 + # never fails? + self.status['code'] = "Success" self._log.debug('iterations: %d / %d', iteration+1, self.iterations) self._log.debug('residual: %s', numerix.sqrt(numerix.sum(errorVector**2))) diff --git a/fipy/solvers/scipy/linearLUSolver.py b/fipy/solvers/scipy/linearLUSolver.py index 229fd517bf..41acd34893 100644 --- a/fipy/solvers/scipy/linearLUSolver.py +++ b/fipy/solvers/scipy/linearLUSolver.py @@ -41,6 +41,11 @@ def _solve_(self, L, x, b): xError = LU.solve(errorVector) x[:] = x - xError + + self.status['iterations'] = iteration + self.status['scaled residual'] = numerix.sqrt(numerix.sum(errorVector**2)) / error0 + # never fails? + self.status['code'] = "Success" self._log.debug('iterations: %d / %d', iteration+1, self.iterations) self._log.debug('residual: %s', numerix.sqrt(numerix.sum(errorVector**2))) diff --git a/fipy/solvers/trilinos/linearLUSolver.py b/fipy/solvers/trilinos/linearLUSolver.py index fbf032eb24..250388cddf 100644 --- a/fipy/solvers/trilinos/linearLUSolver.py +++ b/fipy/solvers/trilinos/linearLUSolver.py @@ -70,6 +70,11 @@ def _solve_(self, L, x, b): Solver.Solve() x[:] = x - xError + + self.status['iterations'] = iteration + self.status['scaled residual'] = tol / tol0 + # never fails? + self.status['code'] = "Success" self._log.debug('iterations: %d / %d', iteration+1, self.iterations) self._log.debug('residual: %s', errorVector.Norm2()) From 3e572c225d2ebdbbe556fee38c3ae3bdb2d8df64 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 14 Feb 2017 10:18:13 -0500 Subject: [PATCH 028/303] Remove Jacobi preconditioning from SciPy solvers --- examples/benchmarking/solvers/diffusion.py | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/examples/benchmarking/solvers/diffusion.py b/examples/benchmarking/solvers/diffusion.py index a2387fb274..d88a2eff9e 100644 --- a/examples/benchmarking/solvers/diffusion.py +++ b/examples/benchmarking/solvers/diffusion.py @@ -53,20 +53,20 @@ class dummyTreant(object): eq = fp.TransientTerm() == fp.DiffusionTerm(coeff=var) -if args.solver == "cg": - solver = fp.LinearPCGSolver(tolerance=args.tolerance, iterations=args.iterations, precon=None) - if fp.solvers.solver == "trilinos": - # PySparse does b-normalization for (P)CG - solver.convergenceCheck = solver.AZ_rhs -elif args.solver == "pcg": - solver = fp.LinearPCGSolver(tolerance=args.tolerance, iterations=args.iterations, precon=fp.JacobiPreconditioner()) +if fp.solvers.solver != "scipy" and args.solver in ("pcg", "cgs", "gmres"): + precon = fp.JacobiPreconditioner() +else: + precon = None + +if args.solver in ("cg", "pcg"): + solver = fp.LinearPCGSolver(tolerance=args.tolerance, iterations=args.iterations, precon=precon) if fp.solvers.solver == "trilinos": # PySparse does b-normalization for (P)CG solver.convergenceCheck = solver.AZ_rhs elif args.solver == "cgs": - solver = fp.LinearCGSSolver(tolerance=args.tolerance, iterations=args.iterations, precon=fp.JacobiPreconditioner()) + solver = fp.LinearCGSSolver(tolerance=args.tolerance, iterations=args.iterations, precon=precon) elif args.solver == "gmres": - solver = fp.LinearGMRESSolver(tolerance=args.tolerance, iterations=args.iterations, precon=fp.JacobiPreconditioner()) + solver = fp.LinearGMRESSolver(tolerance=args.tolerance, iterations=args.iterations, precon=precon) elif args.solver == "lu": solver = fp.LinearLUSolver(tolerance=args.tolerance, iterations=args.iterations) else: From a4e39e7faf4426ddeefd1ab3a69f14f9074d8396 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 14 Feb 2017 10:21:35 -0500 Subject: [PATCH 029/303] Iterate over solvers as well as solver libraries --- examples/benchmarking/solvers/dispatch.sh | 24 +++++++++++++---------- 1 file changed, 14 insertions(+), 10 deletions(-) diff --git a/examples/benchmarking/solvers/dispatch.sh b/examples/benchmarking/solvers/dispatch.sh index 71dcd5b4f6..f238bae808 100644 --- a/examples/benchmarking/solvers/dispatch.sh +++ b/examples/benchmarking/solvers/dispatch.sh @@ -72,17 +72,21 @@ else MPI="" fi -for solver in trilinos scipy pysparse +for library in trilinos scipy pysparse do - for size in 100 1000 10000 100000 1000000 10000000 + for solver in cg pcg cgs gmres lu do - dir="Data/`uuidgen`" - mkdir -p $dir - INVOCATION="${MPI} ${PYTHON} ${BASH_SOURCE%/*}/${SCRIPT} --${solver} --numberOfElements=${size} --output $dir $@" - if [[ $QSUB == 1 ]]; then - qsub -cwd -pe nodal ${NP} -q "wide64" -o "${dir}" -e "${dir}" "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} - else - bash "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} - fi + for size in 100 1000 10000 100000 1000000 10000000 + do + dir="Data/`uuidgen`" + mkdir -p $dir + INVOCATION="${MPI} ${PYTHON} ${BASH_SOURCE%/*}/${SCRIPT} \ + --${library} --numberOfElements=${size} --solver=${solver} --output $dir $@" + if [[ $QSUB == 1 ]]; then + qsub -cwd -pe nodal ${NP} -q "wide64" -o "${dir}" -e "${dir}" "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} + else + bash "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} + fi + done done done From 47e843dcf26d825370ff9c2ed1ca16627c193140 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sat, 15 Jul 2017 22:28:14 -0400 Subject: [PATCH 030/303] Remove --np option --- examples/benchmarking/solvers/setup.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/benchmarking/solvers/setup.sh b/examples/benchmarking/solvers/setup.sh index 71053aa6cd..97c3eb75a6 100644 --- a/examples/benchmarking/solvers/setup.sh +++ b/examples/benchmarking/solvers/setup.sh @@ -1,6 +1,6 @@ #!/bin/bash -USAGE="usage: $0 [-h] [--env ENV] [--np NP] [--] SCRIPT [ARGS] +USAGE="usage: $0 [-h] [--env ENV] [--] SCRIPT [ARGS] activates the appropriate conda environment and calls python on SCRIPT with ARGS From b3842df56e97fba2c25a3b7179709a1c46e34190 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sat, 15 Jul 2017 22:28:41 -0400 Subject: [PATCH 031/303] Remove .smt* files --- .gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.gitignore b/.gitignore index 79894f1f7b..7826e43002 100644 --- a/.gitignore +++ b/.gitignore @@ -17,3 +17,4 @@ dictionary.dic en_US.aff en_US.dic build/ +.smt* From cc3eee136ace670990b868aeb9148f11bd1346cf Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sat, 15 Jul 2017 22:29:01 -0400 Subject: [PATCH 032/303] Fix indent --- fipy/solvers/trilinos/linearLUSolver.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/fipy/solvers/trilinos/linearLUSolver.py b/fipy/solvers/trilinos/linearLUSolver.py index 250388cddf..39d8914862 100644 --- a/fipy/solvers/trilinos/linearLUSolver.py +++ b/fipy/solvers/trilinos/linearLUSolver.py @@ -71,10 +71,10 @@ def _solve_(self, L, x, b): x[:] = x - xError - self.status['iterations'] = iteration - self.status['scaled residual'] = tol / tol0 - # never fails? - self.status['code'] = "Success" + self.status['iterations'] = iteration + self.status['scaled residual'] = tol / tol0 + # never fails? + self.status['code'] = "Success" self._log.debug('iterations: %d / %d', iteration+1, self.iterations) self._log.debug('residual: %s', errorVector.Norm2()) From 162d6be8ac13cf007cc4c7713fd978ad94b3cb50 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sat, 15 Jul 2017 22:29:37 -0400 Subject: [PATCH 033/303] Fiddle with solve conditions --- examples/cahnHilliard/mesh2D.py | 15 +++++++-------- 1 file changed, 7 insertions(+), 8 deletions(-) diff --git a/examples/cahnHilliard/mesh2D.py b/examples/cahnHilliard/mesh2D.py index d1483df91f..abec12b15b 100755 --- a/examples/cahnHilliard/mesh2D.py +++ b/examples/cahnHilliard/mesh2D.py @@ -28,14 +28,14 @@ We can simulate this process in :term:`FiPy` with a simple script: ->>> from fipy import CellVariable, Grid2D, GaussianNoiseVariable, TransientTerm, DiffusionTerm, ImplicitSourceTerm, LinearLUSolver, Viewer +>>> from fipy import CellVariable, Grid2D, GaussianNoiseVariable, TransientTerm, DiffusionTerm, ImplicitSourceTerm, LinearLUSolver, Viewer, LinearGMRESSolver, JacobiPreconditioner >>> from fipy.tools import numerix (Note that all of the functionality of NumPy is imported along with :term:`FiPy`, although much is augmented for :term:`FiPy`\'s needs.) >>> if __name__ == "__main__": -... nx = ny = 1000 +... nx = ny = 500 ... else: ... nx = ny = 20 >>> mesh = Grid2D(nx=nx, ny=ny, dx=0.25, dy=0.25) @@ -49,7 +49,7 @@ :term:`FiPy` doesn't plot or output anything unless you tell it to: ->>> if __name__ == "__main__": +>>> if __name__ == "__mainy__": ... viewer = Viewer(vars=(phi,), datamin=0., datamax=1.) For :term:`FiPy`, we need to perform the partial derivative @@ -85,7 +85,7 @@ >>> dexp = -5 >>> elapsed = 0. >>> if __name__ == "__main__": -... duration = 1000. +... duration = 0.1 ... else: ... duration = 1000. @@ -93,8 +93,8 @@ ... dt = min(100, numerix.exp(dexp)) ... elapsed += dt ... dexp += 0.01 -... eq.solve(phi, dt=dt, solver=LinearLUSolver()) -... if __name__ == "__main__": +... eq.solve(phi, dt=dt, solver=LinearGMRESSolver(precon=JacobiPreconditioner())) +... if __name__ == "__mainys__": ... viewer.plot() ... elif (max(phi.globalValue) > 0.7) and (min(phi.globalValue) < 0.3) and elapsed > 10.: ... break @@ -117,5 +117,4 @@ import fipy.tests.doctestPlus exec(fipy.tests.doctestPlus._getScript()) - input('finished') - +# input('finished') From dde1de08b9da286fe66db6ab71dda47d63ebb4f5 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sun, 26 Jun 2022 09:15:20 -0400 Subject: [PATCH 034/303] Update script for Py3k --- examples/benchmarking/solvers/diffusion.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/examples/benchmarking/solvers/diffusion.py b/examples/benchmarking/solvers/diffusion.py index d88a2eff9e..f4ab05d195 100644 --- a/examples/benchmarking/solvers/diffusion.py +++ b/examples/benchmarking/solvers/diffusion.py @@ -27,7 +27,7 @@ args, unknowns = parser.parse_known_args() if parallelComm.procID == 0: - print "storing results in {0}".format(args.output) + print("storing results in {0}".format(args.output)) data = dtr.Treant(args.output) else: class dummyTreant(object): @@ -36,7 +36,6 @@ class dummyTreant(object): data = dummyTreant() data.categories['processes'] = parallelComm.Nproc -data.categories['numberOfElements'] = args.numberOfElements data.categories['sweeps'] = args.sweeps data.categories['iterations'] = args.iterations data.categories['tolerance'] = args.tolerance @@ -45,6 +44,7 @@ class dummyTreant(object): data.categories['script'] = __file__ N = int(numerix.sqrt(args.numberOfElements)) +data.categories['numberOfElements'] = N**2 mesh = fp.Grid2D(nx=N, Lx=1., ny=N, Ly=1.) var = fp.CellVariable(mesh=mesh, value=1., hasOld=True) @@ -72,7 +72,7 @@ class dummyTreant(object): else: raise Exception("Unknown solver: {0}".format(args.solver)) -start = time.clock() +start = time.process_time() for sweep in range(args.sweeps): eq.cacheMatrix() @@ -86,4 +86,4 @@ class dummyTreant(object): fp.tools.dump.write((var, eq.RHSvector), filename=data["sweep{0}.tar.gz".format(sweep)].make().abspath) -data.categories['elapsed'] = time.clock() - start +data.categories['elapsed'] = time.process_time() - start From a17311acb8ece63b66ab966a0d9913944d586267 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sun, 26 Jun 2022 09:16:54 -0400 Subject: [PATCH 035/303] Add diagnostics to PETSc solvers --- fipy/solvers/petsc/linearLUSolver.py | 4 ++++ fipy/solvers/petsc/petscKrylovSolver.py | 4 ++++ 2 files changed, 8 insertions(+) diff --git a/fipy/solvers/petsc/linearLUSolver.py b/fipy/solvers/petsc/linearLUSolver.py index b7ac36e239..2465662b28 100644 --- a/fipy/solvers/petsc/linearLUSolver.py +++ b/fipy/solvers/petsc/linearLUSolver.py @@ -60,3 +60,7 @@ def _solve_(self, L, x, b): self._log.debug('precon: %s', ksp.getPC().type) self._log.debug('iterations: %d / %d', iteration+1, self.iterations) self._log.debug('residual: %s', errorVector.norm(1)) + + self.status['iterations'] = iteration+1 + self.status['residual'] = errorVector.norm(1) + self.status['code'] = "Success" diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index ed5e7487db..54336c5bf9 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -68,4 +68,8 @@ def _solve_(self, L, x, b): self._log.debug('norm: %s', ksp.norm) self._log.debug('norm_type: %s', ksp.norm_type) + self.status['iterations'] = ksp.its + self.status['residual'] = ksp.norm + self.status['code'] = _reason[ksp.reason] + ksp.destroy() From ec55351035bc8b221403f4aad3fd82279baec5c7 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Mon, 27 Jun 2022 23:34:53 -0400 Subject: [PATCH 036/303] Fix whitespace --- examples/benchmarking/solvers/diffusion.py | 14 ++++---- examples/benchmarking/solvers/dispatch.sh | 6 ++-- examples/benchmarking/solvers/setup.sh | 4 +-- fipy/matrices/scipyMatrix.py | 2 +- fipy/solvers/pysparse/linearLUSolver.py | 2 +- fipy/solvers/pysparse/pysparseSolver.py | 6 ++-- fipy/solvers/scipy/linearLUSolver.py | 2 +- fipy/solvers/scipy/scipyKrylovSolver.py | 6 ++-- fipy/solvers/solver.py | 14 ++++---- fipy/solvers/trilinos/linearLUSolver.py | 2 +- .../solvers/trilinos/trilinosAztecOOSolver.py | 35 +++++++++---------- 11 files changed, 44 insertions(+), 49 deletions(-) diff --git a/examples/benchmarking/solvers/diffusion.py b/examples/benchmarking/solvers/diffusion.py index f4ab05d195..a4b07f7f4c 100644 --- a/examples/benchmarking/solvers/diffusion.py +++ b/examples/benchmarking/solvers/diffusion.py @@ -1,6 +1,6 @@ import argparse import time -import uuid +import uuid import datreant.core as dtr @@ -32,7 +32,7 @@ else: class dummyTreant(object): categories = dict() - + data = dummyTreant() data.categories['processes'] = parallelComm.Nproc @@ -57,7 +57,7 @@ class dummyTreant(object): precon = fp.JacobiPreconditioner() else: precon = None - + if args.solver in ("cg", "pcg"): solver = fp.LinearPCGSolver(tolerance=args.tolerance, iterations=args.iterations, precon=precon) if fp.solvers.solver == "trilinos": @@ -71,19 +71,19 @@ class dummyTreant(object): solver = fp.LinearLUSolver(tolerance=args.tolerance, iterations=args.iterations) else: raise Exception("Unknown solver: {0}".format(args.solver)) - + start = time.process_time() for sweep in range(args.sweeps): eq.cacheMatrix() eq.cacheRHSvector() res = eq.sweep(var=var, dt=1., solver=solver) - + data.categories['sweep {0} - iterations'.format(sweep)] = solver.status['iterations'] - + if args.writeFiles and parallelComm.procID == 0: eq.matrix.exportMmf(data["sweep{0}.mtx".format(sweep)].make().abspath) - fp.tools.dump.write((var, eq.RHSvector), + fp.tools.dump.write((var, eq.RHSvector), filename=data["sweep{0}.tar.gz".format(sweep)].make().abspath) data.categories['elapsed'] = time.process_time() - start diff --git a/examples/benchmarking/solvers/dispatch.sh b/examples/benchmarking/solvers/dispatch.sh index f238bae808..592cb8a256 100644 --- a/examples/benchmarking/solvers/dispatch.sh +++ b/examples/benchmarking/solvers/dispatch.sh @@ -2,7 +2,7 @@ USAGE="usage: $0 [-h] [--env ENV] [--cmd CMD] [--np NP] [--mprof] [--] SCRIPT [ARGS] -Iterates over solvers and mesh sizes by calling setup.sh, which activates +Iterates over solvers and mesh sizes by calling setup.sh, which activates the appropriate conda environment and calls python on SCRIPT positional arguments: @@ -11,7 +11,7 @@ positional arguments: optional arguments: -h, --help show this help message and exit - --qsub Invoke SCRIPT using 'qsub -cwd' for Sun grid engine + --qsub Invoke SCRIPT using 'qsub -cwd' for Sun grid engine (default: invoke using bash) --env ENV Conda environment to activate before invoking SCRIPT (default: fipy) @@ -52,7 +52,7 @@ do -*) # unknown option echo Unknown option: $1>&2 - exit 10 + exit 10 ;; esac shift # option(s) fully processed, proceed to next input argument diff --git a/examples/benchmarking/solvers/setup.sh b/examples/benchmarking/solvers/setup.sh index 97c3eb75a6..35c49a618c 100644 --- a/examples/benchmarking/solvers/setup.sh +++ b/examples/benchmarking/solvers/setup.sh @@ -2,7 +2,7 @@ USAGE="usage: $0 [-h] [--env ENV] [--] SCRIPT [ARGS] -activates the appropriate conda environment and calls python on SCRIPT +activates the appropriate conda environment and calls python on SCRIPT with ARGS optional arguments: @@ -31,7 +31,7 @@ do -*) # unknown option echo Unknown option: $1>&2 - exit 10 + exit 10 ;; esac shift # option(s) fully processed, proceed to next input argument diff --git a/fipy/matrices/scipyMatrix.py b/fipy/matrices/scipyMatrix.py index 06ca4b1da6..9f6d404aab 100644 --- a/fipy/matrices/scipyMatrix.py +++ b/fipy/matrices/scipyMatrix.py @@ -260,7 +260,7 @@ def addAtDiagonal(self, vector): ids = numerix.arange(len(vector)) self.addAt(vector, ids, ids) - + def exportMmf(self, filename): mmwrite(filename, self.matrix) diff --git a/fipy/solvers/pysparse/linearLUSolver.py b/fipy/solvers/pysparse/linearLUSolver.py index 4736290d5a..148cbc57b1 100644 --- a/fipy/solvers/pysparse/linearLUSolver.py +++ b/fipy/solvers/pysparse/linearLUSolver.py @@ -67,7 +67,7 @@ def _solve_(self, L, x, b): xError = numerix.zeros(len(b), 'd') LU.solve(errorVector, xError) x[:] = x - xError - + self.status['iterations'] = iteration self.status['scaled residual'] = numerix.sqrt(numerix.sum(errorVector**2)) / error0 # never fails? diff --git a/fipy/solvers/pysparse/pysparseSolver.py b/fipy/solvers/pysparse/pysparseSolver.py index dd36bf5234..4cfbe056db 100644 --- a/fipy/solvers/pysparse/pysparseSolver.py +++ b/fipy/solvers/pysparse/pysparseSolver.py @@ -50,7 +50,7 @@ def _solve_(self, L, x, b): info, iter, relres = self.solveFnc(A, b, x, self.tolerance, self.iterations, P) - + self.status['iterations'] = iter self.status['scaled residual'] = relres if info < 0: @@ -86,7 +86,7 @@ def _solve(self): array /= self.var.unit.factor self.var[:] = array.reshape(self.var.shape) - + _warningList = (ScalarQuantityOutOfRangeWarning, StagnatedSolverWarning, MatrixIllConditionedWarning, @@ -102,5 +102,3 @@ def _raiseWarning(self, info, iter, relres): # is stacklevel=5 always what's needed to get to the user's scope? import warnings warnings.warn(self._warningList[info](self, iter, relres), stacklevel=5) - - diff --git a/fipy/solvers/scipy/linearLUSolver.py b/fipy/solvers/scipy/linearLUSolver.py index 41acd34893..ce39e9b601 100644 --- a/fipy/solvers/scipy/linearLUSolver.py +++ b/fipy/solvers/scipy/linearLUSolver.py @@ -41,7 +41,7 @@ def _solve_(self, L, x, b): xError = LU.solve(errorVector) x[:] = x - xError - + self.status['iterations'] = iteration self.status['scaled residual'] = numerix.sqrt(numerix.sum(errorVector**2)) / error0 # never fails? diff --git a/fipy/solvers/scipy/scipyKrylovSolver.py b/fipy/solvers/scipy/scipyKrylovSolver.py index afa4552478..6cf150c762 100644 --- a/fipy/solvers/scipy/scipyKrylovSolver.py +++ b/fipy/solvers/scipy/scipyKrylovSolver.py @@ -19,7 +19,7 @@ class _ScipyKrylovSolver(_ScipySolver): def _countIterations(self, xk): self.actualIterations += 1 - + def _solve_(self, L, x, b): A = L.matrix if self.preconditioner is None: @@ -34,7 +34,7 @@ def _solve_(self, L, x, b): M=M, atol='legacy', callback=self._countIterations) - + self.status['iterations'] = self.actualIterations if info == 0: self.status['code'] = "Success" @@ -42,7 +42,7 @@ def _solve_(self, L, x, b): self.status['code'] = IllegalInputOrBreakdownWarning.__class__.__name__ elif info > 0: self.status['code'] = MaximumIterationWarning.__class__.__name__ - + self._raiseWarning(info, self.actualIterations, 0.) if info < 0: diff --git a/fipy/solvers/solver.py b/fipy/solvers/solver.py index 0c471cc01d..c835ade45c 100644 --- a/fipy/solvers/solver.py +++ b/fipy/solvers/solver.py @@ -24,9 +24,9 @@ __all__ = ["SolverConvergenceWarning", "NormalConvergence", "MaximumIterationWarning", "PreconditionerWarning", "IllConditionedPreconditionerWarning", "PreconditionerNotPositiveDefiniteWarning", "MatrixIllConditionedWarning", - "StagnatedSolverWarning", "ScalarQuantityOutOfRangeWarning", + "StagnatedSolverWarning", "ScalarQuantityOutOfRangeWarning", "IllegalInputOrBreakdownWarning", - "ParameterWarning", "BreakdownWarning", "LossOfPrecisionWarning", + "ParameterWarning", "BreakdownWarning", "LossOfPrecisionWarning", "Solver"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] @@ -39,7 +39,7 @@ def __init__(self, solver, iter, relres): def __str__(self): return "%s failed. Iterations: %g. Relative error: %g" % (str(self.solver), self.iter, self.relres) - + class NormalConvergence(SolverConvergenceWarning): def __str__(self): return "User requested convergence criteria is satisfied. Iterations: {0}. Relative error: {1}".format(self.iter, self.relres) @@ -70,7 +70,7 @@ def __str__(self): class ScalarQuantityOutOfRangeWarning(SolverConvergenceWarning): def __str__(self): return "A scalar quantity became too small or too large to continue computing. Iterations: %g. Relative error: %g" % (self.iter, self.relres) - + class IllegalInputOrBreakdownWarning(SolverConvergenceWarning): def __str__(self): return "{0} received illegal input or had a breakdown." \ @@ -79,11 +79,11 @@ def __str__(self): class ParameterWarning(SolverConvergenceWarning): def __str__(self): return "User requested option is not available for {0}.".format(self.solver) - + class BreakdownWarning(SolverConvergenceWarning): def __str__(self): return "Numerical breakdown occurred. Iterations: {0}. Relative error: {1}".format(self.iter, self.relres) - + class LossOfPrecisionWarning(SolverConvergenceWarning): def __str__(self): return "Numerical loss of precision occurred. Iterations: {0}. Relative error: {1}".format(self.iter, self.relres) @@ -117,7 +117,7 @@ def __init__(self, tolerance=1e-10, iterations=1000, precon=None): self.iterations = iterations self.preconditioner = precon - + self.status = dict() self._log = logging.getLogger(self.__class__.__module__ diff --git a/fipy/solvers/trilinos/linearLUSolver.py b/fipy/solvers/trilinos/linearLUSolver.py index 39d8914862..2c72385dae 100644 --- a/fipy/solvers/trilinos/linearLUSolver.py +++ b/fipy/solvers/trilinos/linearLUSolver.py @@ -70,7 +70,7 @@ def _solve_(self, L, x, b): Solver.Solve() x[:] = x - xError - + self.status['iterations'] = iteration self.status['scaled residual'] = tol / tol0 # never fails? diff --git a/fipy/solvers/trilinos/trilinosAztecOOSolver.py b/fipy/solvers/trilinos/trilinosAztecOOSolver.py index db759cf74d..cb8929aa96 100644 --- a/fipy/solvers/trilinos/trilinosAztecOOSolver.py +++ b/fipy/solvers/trilinos/trilinosAztecOOSolver.py @@ -13,8 +13,8 @@ from fipy.solvers.trilinos.trilinosSolver import TrilinosSolver from fipy.solvers.trilinos.preconditioners.jacobiPreconditioner import JacobiPreconditioner from fipy.solvers import (NormalConvergence, - ParameterWarning, - BreakdownWarning, + ParameterWarning, + BreakdownWarning, LossOfPrecisionWarning, MatrixIllConditionedWarning, MaximumIterationWarning) @@ -30,25 +30,25 @@ class TrilinosAztecOOSolver(TrilinosSolver): It provides the code to call all solvers from the Trilinos AztecOO package. """ - + AZ_r0 = AztecOO.AZ_r0 AZ_rhs = AztecOO.AZ_rhs AZ_Anorm = AztecOO.AZ_Anorm AZ_noscaled = AztecOO.AZ_noscaled AZ_sol = AztecOO.AZ_sol - + @property def convergenceCheck(self): - """Residual expression to compare to `tolerance`. - + """Residual expression to compare to `tolerance`. + (see https://trilinos.org/oldsite/packages/aztecoo/AztecOOUserGuide.pdf) """ return self._convergenceCheck - + @convergenceCheck.setter def convergenceCheck(self, value): self._convergenceCheck = value - + def __init__(self, tolerance=1e-10, iterations=1000, precon=JacobiPreconditioner()): """ Parameters @@ -66,7 +66,7 @@ def __init__(self, tolerance=1e-10, iterations=1000, precon=JacobiPreconditioner iterations=iterations, precon=None) self.preconditioner = precon self._convergenceCheck = None - + def _solve_(self, L, x, b): Solver = AztecOO.AztecOO(L, x, b) @@ -75,7 +75,7 @@ def _solve_(self, L, x, b): ## Solver.SetAztecOption(AztecOO.AZ_kspace, 30) Solver.SetAztecOption(AztecOO.AZ_output, AztecOO.AZ_none) - + if self.convergenceCheck is not None: Solver.SetAztecOption(AztecOO.AZ_conv, self.convergenceCheck) @@ -85,11 +85,11 @@ def _solve_(self, L, x, b): Solver.SetAztecOption(AztecOO.AZ_precond, AztecOO.AZ_none) output = Solver.Iterate(self.iterations, self.tolerance) - + if self.preconditioner is not None: if hasattr(self.preconditioner, 'Prec'): del self.preconditioner.Prec - + status = Solver.GetAztecStatus() # normalize across solver packages @@ -100,9 +100,9 @@ def _solve_(self, L, x, b): self.status['solve time'] = status[AztecOO.AZ_solve_time] self.status['Aztec version'] = status[AztecOO.AZ_Aztec_version] self.status['code'] = self._warningDict[status[AztecOO.AZ_why]].__class__.__name__ - - self._raiseWarning(status[AztecOO.AZ_why], - status[AztecOO.AZ_its], + + self._raiseWarning(status[AztecOO.AZ_why], + status[AztecOO.AZ_its], status[AztecOO.AZ_scaled_r]) self._log.debug('iterations: %d / %d', status[AztecOO.AZ_its], self.iterations) @@ -113,7 +113,7 @@ def _solve_(self, L, x, b): self._log.debug('AztecOO.AZ_Aztec_version: %s', status[AztecOO.AZ_Aztec_version]) return output - + _warningDict = {AztecOO.AZ_normal : NormalConvergence, AztecOO.AZ_param : ParameterWarning, AztecOO.AZ_breakdown : BreakdownWarning, @@ -126,6 +126,3 @@ def _raiseWarning(self, info, iter, relres): # is stacklevel=5 always what's needed to get to the user's scope? import warnings warnings.warn(self._warningDict[info](self, iter, relres), stacklevel=5) - - - From 7a975680002b0e87b0174d6a5db6ccef2bf2d4bd Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Mon, 27 Jun 2022 23:39:38 -0400 Subject: [PATCH 037/303] Rename `code` to `result` --- fipy/solvers/petsc/linearLUSolver.py | 2 +- fipy/solvers/petsc/petscKrylovSolver.py | 2 +- fipy/solvers/pysparse/linearLUSolver.py | 2 +- fipy/solvers/pysparse/pysparseSolver.py | 4 ++-- fipy/solvers/scipy/linearLUSolver.py | 2 +- fipy/solvers/scipy/scipyKrylovSolver.py | 6 +++--- fipy/solvers/trilinos/linearLUSolver.py | 2 +- fipy/solvers/trilinos/trilinosAztecOOSolver.py | 2 +- 8 files changed, 11 insertions(+), 11 deletions(-) diff --git a/fipy/solvers/petsc/linearLUSolver.py b/fipy/solvers/petsc/linearLUSolver.py index 2465662b28..ae58030ce2 100644 --- a/fipy/solvers/petsc/linearLUSolver.py +++ b/fipy/solvers/petsc/linearLUSolver.py @@ -63,4 +63,4 @@ def _solve_(self, L, x, b): self.status['iterations'] = iteration+1 self.status['residual'] = errorVector.norm(1) - self.status['code'] = "Success" + self.status['result'] = "Success" diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index 54336c5bf9..3b41553c65 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -70,6 +70,6 @@ def _solve_(self, L, x, b): self.status['iterations'] = ksp.its self.status['residual'] = ksp.norm - self.status['code'] = _reason[ksp.reason] + self.status['result'] = _reason[ksp.reason] ksp.destroy() diff --git a/fipy/solvers/pysparse/linearLUSolver.py b/fipy/solvers/pysparse/linearLUSolver.py index 148cbc57b1..b41c028369 100644 --- a/fipy/solvers/pysparse/linearLUSolver.py +++ b/fipy/solvers/pysparse/linearLUSolver.py @@ -71,7 +71,7 @@ def _solve_(self, L, x, b): self.status['iterations'] = iteration self.status['scaled residual'] = numerix.sqrt(numerix.sum(errorVector**2)) / error0 # never fails? - self.status['code'] = "Success" + self.status['result'] = "Success" self._log.debug('iterations: %d / %d', iteration+1, self.iterations) self._log.debug('residual: %s', numerix.sqrt(numerix.sum(errorVector**2))) diff --git a/fipy/solvers/pysparse/pysparseSolver.py b/fipy/solvers/pysparse/pysparseSolver.py index 4cfbe056db..6b72b430a1 100644 --- a/fipy/solvers/pysparse/pysparseSolver.py +++ b/fipy/solvers/pysparse/pysparseSolver.py @@ -54,9 +54,9 @@ def _solve_(self, L, x, b): self.status['iterations'] = iter self.status['scaled residual'] = relres if info < 0: - self.status['code'] = self._warningList[info].__class__.__name__ + self.status['result'] = self._warningList[info].__class__.__name__ else: - self.status['code'] = "Success" + self.status['result'] = "Success" self._raiseWarning(info, iter, relres) diff --git a/fipy/solvers/scipy/linearLUSolver.py b/fipy/solvers/scipy/linearLUSolver.py index ce39e9b601..25fd048381 100644 --- a/fipy/solvers/scipy/linearLUSolver.py +++ b/fipy/solvers/scipy/linearLUSolver.py @@ -45,7 +45,7 @@ def _solve_(self, L, x, b): self.status['iterations'] = iteration self.status['scaled residual'] = numerix.sqrt(numerix.sum(errorVector**2)) / error0 # never fails? - self.status['code'] = "Success" + self.status['result'] = "Success" self._log.debug('iterations: %d / %d', iteration+1, self.iterations) self._log.debug('residual: %s', numerix.sqrt(numerix.sum(errorVector**2))) diff --git a/fipy/solvers/scipy/scipyKrylovSolver.py b/fipy/solvers/scipy/scipyKrylovSolver.py index 6cf150c762..38c121c54f 100644 --- a/fipy/solvers/scipy/scipyKrylovSolver.py +++ b/fipy/solvers/scipy/scipyKrylovSolver.py @@ -37,11 +37,11 @@ def _solve_(self, L, x, b): self.status['iterations'] = self.actualIterations if info == 0: - self.status['code'] = "Success" + self.status['result'] = "Success" elif info < 0: - self.status['code'] = IllegalInputOrBreakdownWarning.__class__.__name__ + self.status['result'] = IllegalInputOrBreakdownWarning.__class__.__name__ elif info > 0: - self.status['code'] = MaximumIterationWarning.__class__.__name__ + self.status['result'] = MaximumIterationWarning.__class__.__name__ self._raiseWarning(info, self.actualIterations, 0.) diff --git a/fipy/solvers/trilinos/linearLUSolver.py b/fipy/solvers/trilinos/linearLUSolver.py index 2c72385dae..564d3a531f 100644 --- a/fipy/solvers/trilinos/linearLUSolver.py +++ b/fipy/solvers/trilinos/linearLUSolver.py @@ -74,7 +74,7 @@ def _solve_(self, L, x, b): self.status['iterations'] = iteration self.status['scaled residual'] = tol / tol0 # never fails? - self.status['code'] = "Success" + self.status['result'] = "Success" self._log.debug('iterations: %d / %d', iteration+1, self.iterations) self._log.debug('residual: %s', errorVector.Norm2()) diff --git a/fipy/solvers/trilinos/trilinosAztecOOSolver.py b/fipy/solvers/trilinos/trilinosAztecOOSolver.py index cb8929aa96..9e426bda88 100644 --- a/fipy/solvers/trilinos/trilinosAztecOOSolver.py +++ b/fipy/solvers/trilinos/trilinosAztecOOSolver.py @@ -99,7 +99,7 @@ def _solve_(self, L, x, b): self.status['convergence residual'] = status[AztecOO.AZ_rec_r] self.status['solve time'] = status[AztecOO.AZ_solve_time] self.status['Aztec version'] = status[AztecOO.AZ_Aztec_version] - self.status['code'] = self._warningDict[status[AztecOO.AZ_why]].__class__.__name__ + self.status['result'] = self._warningDict[status[AztecOO.AZ_why]].__class__.__name__ self._raiseWarning(status[AztecOO.AZ_why], status[AztecOO.AZ_its], From 090607d8be5fff145ae73cf3b6c5b4bb9802dd7e Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Mon, 27 Jun 2022 23:46:23 -0400 Subject: [PATCH 038/303] Clarify what kind of norm --- fipy/solvers/petsc/linearLUSolver.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/fipy/solvers/petsc/linearLUSolver.py b/fipy/solvers/petsc/linearLUSolver.py index ae58030ce2..5211ebed78 100644 --- a/fipy/solvers/petsc/linearLUSolver.py +++ b/fipy/solvers/petsc/linearLUSolver.py @@ -62,5 +62,5 @@ def _solve_(self, L, x, b): self._log.debug('residual: %s', errorVector.norm(1)) self.status['iterations'] = iteration+1 - self.status['residual'] = errorVector.norm(1) + self.status['residual'] = errorVector.norm(PETSc.NormType.NORM_2) self.status['result'] = "Success" From d57373285b9ca14d661df538334d3793550eca68 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 1 Jul 2022 14:16:07 -0400 Subject: [PATCH 039/303] Update general discussion of solver suites --- documentation/SOLVERS.rst | 50 ++++++++++++++++++++------------------- 1 file changed, 26 insertions(+), 24 deletions(-) diff --git a/documentation/SOLVERS.rst b/documentation/SOLVERS.rst index b72deb0f0c..77a73786f4 100644 --- a/documentation/SOLVERS.rst +++ b/documentation/SOLVERS.rst @@ -4,18 +4,18 @@ Solvers ======= -:term:`FiPy` requires either :term:`Pysparse`, :term:`SciPy` or -:term:`Trilinos` to be installed in order to solve linear systems. -From our experiences, :term:`FiPy` runs most efficiently in serial -when :term:`Pysparse` is the linear solver. :term:`Trilinos` is the -most complete of the three solvers due to its numerous preconditioning -and solver capabilities and it also allows :term:`FiPy` to :ref:`run -in parallel `. Although less efficient than :term:`Pysparse` -and less capable than :term:`Trilinos`, :term:`SciPy` is a very -popular package, widely available and easy to install. For this -reason, :term:`SciPy` may be the best linear solver choice when first -installing and testing :term:`FiPy` (and it is the only viable solver -under `Python 3.x`_). +:term:`FiPy` requires either PETSc_, pyamgx_, Pysparse_, SciPy_, or +Trilinos_ solver suites to be installed in order to solve linear systems. +From our experiences, :term:`FiPy` runs most efficiently in serial when Pysparse_ +is the linear solver. PETSc_ and Trilinos_ are the most complete of the +solvers due to their numerous preconditioning and solver capabilities and +they also allow :term:`FiPy` to :ref:`run in parallel `. +Although less efficient than Pysparse_ and less capable than PETSc_ or +Trilinos_, SciPy_ is a very popular package, widely available and easy to +install. For this reason, SciPy_ may be the best linear solver choice when +first installing and testing :term:`FiPy`. pyamgx_ offers the possibility +of solving sparse sparse linear systems on the GPU; be aware that both +hardware and software configuration is non-trivial. :term:`FiPy` chooses the solver suite based on system availability or based on the user supplied :ref:`FlagsAndEnvironmentVariables`. For example, @@ -31,7 +31,7 @@ to ``scipy``:: $ python -c "from fipy import *; print DefaultSolver" -uses a :ref:`SCIPY` solver. Suite-specific solver classes can also +uses a SciPy_ solver. Suite-specific solver classes can also be imported and instantiated overriding any other directives. For example:: @@ -39,13 +39,11 @@ example:: > print DefaultSolver" --no-pysparse -uses a :ref:`SCIPY` solver regardless of the command line +uses a SciPy_ solver regardless of the command line argument. In the absence of :ref:`FlagsAndEnvironmentVariables`, :term:`FiPy`'s order of precedence when choosing the -solver suite for generic solvers is :ref:`PYSPARSE` followed by -:ref:`TRILINOS`, :ref:`PYAMG` and :ref:`SCIPY`. - -.. _Python 3.x: http://docs.python.org/py3k/ +solver suite for generic solvers is PySparse_ followed by +PETSc_, Trilinos_, SciPy_, PyAMG_, and pyamgx_. .. _PETSC: @@ -82,7 +80,11 @@ http://pysparse.sourceforge.net It provides several sparse matrix storage formats and conversion methods. It also implements a number of iterative solvers, preconditioners, and interfaces to efficient factorization packages. The only requirement to -install and use Pysparse is :term:`NumPy`. +install and use :term:`Pysparse` is :term:`NumPy`. + +.. warning:: + + :term:`Pysparse` is archaic and limited to :ref:`RunningUnderPython2`. .. warning:: @@ -108,7 +110,7 @@ PyAMG http://code.google.com/p/pyamg/ The :term:`PyAMG` package provides adaptive multigrid preconditioners that -can be used in conjunction with the :term:`SciPy` solvers. +can be used in conjunction with the SciPy_ solvers. .. _PYAMGX: @@ -132,10 +134,10 @@ Trilinos http://trilinos.sandia.gov :term:`Trilinos` provides a more complete set of solvers and -preconditioners than either :term:`Pysparse` or -:term:`SciPy`. :term:`Trilinos` preconditioning allows for iterative -solutions to some difficult problems that :term:`Pysparse` and -:term:`SciPy` cannot solve, and it enables parallel execution of +preconditioners than either Pysparse_ or +SciPy_. :term:`Trilinos` preconditioning allows for iterative +solutions to some difficult problems that Pysparse_ and +SciPy_ cannot solve, and it enables parallel execution of :term:`FiPy` (see :ref:`PARALLEL` for more details). .. attention:: From bafe2825dcdc557e0f8c6a922988aef832401914 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 1 Jul 2022 14:41:14 -0400 Subject: [PATCH 040/303] Document convergence criteria --- documentation/SOLVERS.rst | 130 +++++++++++++++++++ documentation/_static/residuals.csv | 8 ++ documentation/_static/solver_convergence.csv | 21 +++ 3 files changed, 159 insertions(+) create mode 100644 documentation/_static/residuals.csv create mode 100644 documentation/_static/solver_convergence.csv diff --git a/documentation/SOLVERS.rst b/documentation/SOLVERS.rst index 77a73786f4..c8d1639cfd 100644 --- a/documentation/SOLVERS.rst +++ b/documentation/SOLVERS.rst @@ -193,3 +193,133 @@ SciPy_ cannot solve, and it enables parallel execution of forced the solver to stop before reaching an adequate solution. Different solvers, different preconditioners, or a less restrictive tolerance may help. + +----------- +Convergence +----------- + +Different solver suites take different approaches to testing convergence. +We endeavor to harmonize this behavior by allowing the strings in the +"FiPy" column to be passed as the ``criterion=`` argument when +instantiating a :class:`~fipy.solvers.solver.Solver`. + +.. note:: PyAMG_ is a set of preconditioners applied on top of SciPy_, so + is not explicitly included in the following tables. + +.. csv-table:: Residual Functions + :file: _static/residuals.csv + :widths: 21 13 13 13 13 13 13 + :header-rows: 1 + +Different solver suites also report different levels of detail about why +they succed or fail. This information is captured as a +:class:`~fipy.solvers.convergence.ConvergenceBase` property of the +:class:`~fipy.solvers.solver.Solver` after calling +:meth:`~fipy.terms.term.Term.solve` or +:meth:`~fipy.terms.term.Term.sweep`. + +.. csv-table:: Convergence Status Codes + :file: _static/solver_convergence.csv + :widths: 25 25 15 15 20 25 + :header-rows: 1 + +.. [#KSP_UNPRECONDITIONED_NORM] |KSP_NORM_UNPRECONDITIONED|_ +.. |KSP_NORM_UNPRECONDITIONED| replace:: :literal:`KSP_UNPRECONDITIONED_NORM` +.. _KSP_NORM_UNPRECONDITIONED: https://petsc.org/main/docs/manualpages/KSP/KSP_NORM_UNPRECONDITIONED/ +.. [#KSP_PRECONDITIONED_NORM] |KSP_NORM_PRECONDITIONED|_ +.. |KSP_NORM_PRECONDITIONED| replace:: :literal:`KSP_PRECONDITIONED_NORM` +.. _KSP_NORM_PRECONDITIONED: https://petsc.org/main/docs/manualpages/KSP/KSP_NORM_PRECONDITIONED/ +.. [#KSP_NATURAL_NORM] |KSP_NORM_NATURAL|_ +.. |KSP_NORM_NATURAL| replace:: :literal:`KSP_NATURAL_NORM` +.. _KSP_NORM_NATURAL: https://petsc.org/main/docs/manualpages/KSP/KSP_NORM_NATURAL/ + +.. [#AMGX_ABSOLUTE] ``ABSOLUTE`` [#AMGX_convergence]_ +.. [#AMGX_RELATIVE_INI_CORE] ``RELATIVE_INI_CORE`` [#AMGX_convergence]_ +.. [#AMGX_convergence] *AMGX REFERENCE MANUAL*: 2.3 General Settings: ``convergence``, + October 2017, API Version 2, + https://github.com/NVIDIA/AMGX/blob/main/doc/AMGX_Reference.pdf + +.. [#AZ_noscaled] ``AZ_noscaled`` [#AztecOO_convergence]_ +.. [#AZ_rhs] ``AZ_rhs`` [#AztecOO_convergence]_ +.. [#AZ_Anorm] ``AZ_Anorm`` [#AztecOO_convergence]_ +.. [#AZ_r0] ``AZ_r0`` [#AztecOO_convergence]_ +.. [#AZ_sol] ``AZ_sol`` [#AztecOO_convergence]_ +.. [#AztecOO_convergence] *AztecOO Users Guide*: 3.1 Aztec Options: ``options[AZ_conv]``, + SAND REPORT SAND2004-3796, Updated August 2007, + For AztecOO Version 3.6 in Trilinos Release 8.0, + https://trilinos.github.io/pdfs/AztecOOUserGuide.pdf + +.. |KSP_CONVERGED_ITS| replace:: :literal:`KSP_CONVERGED_ITS` +.. _KSP_CONVERGED_ITS: https://petsc.org/main/docs/manualpages/KSP/KSP_CONVERGED_ITS/ +.. |KSP_CONVERGED_ATOL| replace:: :literal:`KSP_CONVERGED_ATOL` +.. _KSP_CONVERGED_ATOL: https://petsc.org/main/docs/manualpages/KSP/KSP_CONVERGED_ATOL/ +.. |KSP_CONVERGED_RTOL| replace:: :literal:`KSP_CONVERGED_RTOL` +.. _KSP_CONVERGED_RTOL: https://petsc.org/main/docs/manualpages/KSP/KSP_CONVERGED_RTOL/ +.. |KSP_CONVERGED_ITERATING| replace:: :literal:`KSP_CONVERGED_ITERATING` +.. _KSP_CONVERGED_ITERATING: https://petsc.org/main/docs/manualpages/KSP/KSP_CONVERGED_ITERATING/ +.. |KSP_DIVERGED_ITS| replace:: :literal:`KSP_DIVERGED_ITS` +.. _KSP_DIVERGED_ITS: https://petsc.org/main/docs/manualpages/KSP/KSP_DIVERGED_ITS/ +.. |KSP_DIVERGED_PC_FAILED| replace:: :literal:`KSP_DIVERGED_PC_FAILED` +.. _KSP_DIVERGED_PC_FAILED: https://petsc.org/main/docs/manualpages/KSP/KSP_DIVERGED_PC_FAILED/ +.. |KSP_DIVERGED_INDEFINITE_PC| replace:: :literal:`KSP_DIVERGED_INDEFINITE_PC` +.. _KSP_DIVERGED_INDEFINITE_PC: https://petsc.org/main/docs/manualpages/KSP/KSP_DIVERGED_INDEFINITE_PC/ +.. |KSP_DIVERGED_INDEFINITE_MAT| replace:: :literal:`KSP_DIVERGED_INDEFINITE_MAT` +.. _KSP_DIVERGED_INDEFINITE_MAT: https://petsc.org/main/docs/manualpages/KSP/KSPConvergedReason/ +.. |KSP_DIVERGED_NANORINF| replace:: :literal:`KSP_DIVERGED_NANORINF` +.. _KSP_DIVERGED_NANORINF: https://petsc.org/main/docs/manualpages/KSP/KSPConvergedReason/ +.. |KSP_DIVERGED_BREAKDOWN| replace:: :literal:`KSP_DIVERGED_BREAKDOWN` +.. _KSP_DIVERGED_BREAKDOWN: https://petsc.org/main/docs/manualpages/KSP/KSP_DIVERGED_BREAKDOWN/ +.. |KSP_DIVERGED_BREAKDOWN_BICG| replace:: :literal:`KSP_DIVERGED_BREAKDOWN_BICG` +.. _KSP_DIVERGED_BREAKDOWN_BICG: https://petsc.org/main/docs/manualpages/KSP/KSP_DIVERGED_BREAKDOWN_BICG/ +.. |KSP_CONVERGED_HAPPY_BREAKDOWN| replace:: :literal:`KSP_CONVERGED_HAPPY_BREAKDOWN` +.. _KSP_CONVERGED_HAPPY_BREAKDOWN: https://petsc.org/main/docs/manualpages/KSP/KSPConvergedReason/ +.. |KSP_DIVERGED_NULL| replace:: :literal:`KSP_DIVERGED_NULL` +.. _KSP_DIVERGED_NULL: https://petsc.org/main/docs/manualpages/KSP/KSPConvergedReason/ +.. |KSP_DIVERGED_DTOL| replace:: :literal:`KSP_DIVERGED_DTOL` +.. _KSP_DIVERGED_DTOL: https://petsc.org/main/docs/manualpages/KSP/KSP_DIVERGED_DTOL/ +.. |KSP_DIVERGED_NONSYMMETRIC| replace:: :literal:`KSP_DIVERGED_NONSYMMETRIC` +.. _KSP_DIVERGED_NONSYMMETRIC: https://petsc.org/main/docs/manualpages/KSP/KSP_DIVERGED_NONSYMMETRIC/ + +.. |AMGX_SOLVE_SUCCESS| replace:: :literal:`AMGX_SOLVE_SUCCESS` +.. _AMGX_SOLVE_SUCCESS: https://github.com/NVIDIA/AMGX/blob/main/doc/AMGX_Reference.pdf +.. |AMGX_SOLVE_FAILED| replace:: :literal:`AMGX_SOLVE_FAILED` +.. _AMGX_SOLVE_FAILED: https://github.com/NVIDIA/AMGX/blob/main/doc/AMGX_Reference.pdf +.. |AMGX_SOLVE_DIVERGED| replace:: :literal:`AMGX_SOLVE_DIVERGED` +.. _AMGX_SOLVE_DIVERGED: https://github.com/NVIDIA/AMGX/blob/main/doc/AMGX_Reference.pdf + +.. |PySparse_2| replace:: :literal:`2` +.. _PySparse_2: http://pysparse.sourceforge.net/itsolvers.html +.. |PySparse_1| replace:: :literal:`1` +.. _PySparse_1: http://pysparse.sourceforge.net/itsolvers.html +.. |PySparse_0| replace:: :literal:`0` +.. _PySparse_0: http://pysparse.sourceforge.net/itsolvers.html +.. |PySparse_neg1| replace:: :literal:`-1` +.. _PySparse_neg1: http://pysparse.sourceforge.net/itsolvers.html +.. |PySparse_neg2| replace:: :literal:`-2` +.. _PySparse_neg2: http://pysparse.sourceforge.net/itsolvers.html +.. |PySparse_neg3| replace:: :literal:`-3` +.. _PySparse_neg3: http://pysparse.sourceforge.net/itsolvers.html +.. |PySparse_neg4| replace:: :literal:`-4` +.. _PySparse_neg4: http://pysparse.sourceforge.net/itsolvers.html +.. |PySparse_neg5| replace:: :literal:`-5` +.. _PySparse_neg5: http://pysparse.sourceforge.net/itsolvers.html +.. |PySparse_neg6| replace:: :literal:`-6` +.. _PySparse_neg6: http://pysparse.sourceforge.net/itsolvers.html + +.. |SciPy_0| replace:: :literal:`0` +.. _SciPy_0: https://docs.scipy.org/doc/scipy/reference/generated/scipy.sparse.linalg.gmres.html +.. |SciPy_lt0| replace:: :literal:`<0` +.. _SciPy_lt0: https://docs.scipy.org/doc/scipy/reference/generated/scipy.sparse.linalg.gmres.html +.. |SciPy_gt0| replace:: :literal:`>0` +.. _SciPy_gt0: https://docs.scipy.org/doc/scipy/reference/generated/scipy.sparse.linalg.gmres.html + +.. |AZ_normal| replace:: :literal:`AZ_normal` +.. _AZ_normal: https://trilinos.github.io/pdfs/AztecOOUserGuide.pdf +.. |AZ_maxits| replace:: :literal:`AZ_maxits` +.. _AZ_maxits: https://trilinos.github.io/pdfs/AztecOOUserGuide.pdf +.. |AZ_ill_cond| replace:: :literal:`AZ_ill_cond` +.. _AZ_ill_cond: https://trilinos.github.io/pdfs/AztecOOUserGuide.pdf +.. |AZ_breakdown| replace:: :literal:`AZ_breakdown` +.. _AZ_breakdown: https://trilinos.github.io/pdfs/AztecOOUserGuide.pdf +.. |AZ_loss| replace:: :literal:`AZ_loss` +.. _AZ_loss: https://trilinos.github.io/pdfs/AztecOOUserGuide.pdf diff --git a/documentation/_static/residuals.csv b/documentation/_static/residuals.csv new file mode 100644 index 0000000000..1b952a256e --- /dev/null +++ b/documentation/_static/residuals.csv @@ -0,0 +1,8 @@ +,FiPy,PETSc_,pyamgx_,PySparse_,SciPy_,Trilinos_ +:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,``unscaled``,,default [#AMGX_ABSOLUTE]_ ,,,yes [#AZ_noscaled]_ +:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\vec{b}\|_2}`,``b-scaled``,,,"`cgs `_, `pcg `_, `qmres `_",`default `_,yes [#AZ_rhs]_ +:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\vec{L}\|_\infty}`,``L-scaled``,,,,,yes [#AZ_Anorm]_ +:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\mathsf{L}\vec{x} - \vec{b}\|_2^{(0)}}`,``r0-scaled``,yes [#KSP_UNPRECONDITIONED_NORM]_,yes [#AMGX_RELATIVE_INI_CORE]_,"`bicgstab `_, `gmres `_, `minres `_",,default [#AZ_r0]_ +:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_\infty}{\|\mathsf{L}\|_\infty * \|\vec{x}\|_1 - \|\vec{b}\|_\infty}`,``sol-scaled``,,,,,yes [#AZ_sol]_ +:math:`\frac{\left\|\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)\right\|_2}{\left\|\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)\right\|_2^{(0)}}`,``P-scaled``,default [#KSP_PRECONDITIONED_NORM]_,,,, +:math:`\frac{\sqrt{\left(\mathsf{L}\vec{x} - \vec{b}\right)\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)}}{\sqrt{\left(\mathsf{L}\vec{x} - \vec{b}\right)\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)}^{(0)}}`,``natural``,yes [#KSP_NATURAL_NORM]_,,,, \ No newline at end of file diff --git a/documentation/_static/solver_convergence.csv b/documentation/_static/solver_convergence.csv new file mode 100644 index 0000000000..0535d56cd5 --- /dev/null +++ b/documentation/_static/solver_convergence.csv @@ -0,0 +1,21 @@ +PETSc_,pyamgx_,PySparse_,SciPy_,Trilinos_, +|KSP_CONVERGED_ITS|_,|AMGX_SOLVE_SUCCESS|_,,|SciPy_0|_,|AZ_normal|_,Convergence criteria met. +|KSP_CONVERGED_ATOL|_,,|PySparse_2|_,,,"Converged, residual is as small as seems reasonable on this machine." +,,|PySparse_1|_,,,"Converged, :math:`\mathbf{b} = 0`, so the exact solution is :math:`\mathbf{x} = 0`." +|KSP_CONVERGED_RTOL|_,,|PySparse_0|_,,,"Converged, relative error appears to be less than tolerance." +|KSP_CONVERGED_ITERATING|_,,,,,Solve still in progress. +,,,,, +,|AMGX_SOLVE_FAILED|_,,|SciPy_lt0|_,,Illegal input or breakdown +|KSP_DIVERGED_ITS|_,|AMGX_SOLVE_DIVERGED|_,|PySparse_neg1|_,|SciPy_gt0|_,|AZ_maxits|_,Maximum number of iterations was reached. +|KSP_DIVERGED_PC_FAILED|_,,|PySparse_neg2|_,,,The system involving the preconditioner was ill-conditioned. +|KSP_DIVERGED_INDEFINITE_PC|_,,|PySparse_neg3|_,,,"An inner product of the form :math:`\mathbf{x}^T \mathsf{P}^{-1} \mathbf{x}` was not positive, so the preconditioning matrix :math:`\mathsf{P}` does not appear to be positive definite." +|KSP_DIVERGED_INDEFINITE_MAT|_,,|PySparse_neg4|_,,|AZ_ill_cond|_,The matrix :math:`\mathsf{L}` appears to be ill-conditioned. +,,|PySparse_neg5|_,,,The method stagnated. +|KSP_DIVERGED_NANORINF|_,,|PySparse_neg6|_,,,A scalar quantity became too small or too large to continue computing. +|KSP_DIVERGED_BREAKDOWN|_,,,,|AZ_breakdown|_,The iterative solver has broken down. +|KSP_DIVERGED_BREAKDOWN_BICG|_,,,,, +,,,,|AZ_loss|_,The iterative solver has terminated due to a lack of accuracy in the recursive residual (caused by rounding errors). +|KSP_CONVERGED_HAPPY_BREAKDOWN|_,,,,, +|KSP_DIVERGED_NULL|_,,,,, +|KSP_DIVERGED_DTOL|_,,,,, +|KSP_DIVERGED_NONSYMMETRIC|_,,,,, \ No newline at end of file From 3872687382c7d29923bfe667a9a1720a5cde6624 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 1 Jul 2022 15:23:27 -0400 Subject: [PATCH 041/303] Rearrange rows and document more conditions --- documentation/_static/solver_convergence.csv | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/documentation/_static/solver_convergence.csv b/documentation/_static/solver_convergence.csv index 0535d56cd5..51eee646d1 100644 --- a/documentation/_static/solver_convergence.csv +++ b/documentation/_static/solver_convergence.csv @@ -3,19 +3,19 @@ |KSP_CONVERGED_ATOL|_,,|PySparse_2|_,,,"Converged, residual is as small as seems reasonable on this machine." ,,|PySparse_1|_,,,"Converged, :math:`\mathbf{b} = 0`, so the exact solution is :math:`\mathbf{x} = 0`." |KSP_CONVERGED_RTOL|_,,|PySparse_0|_,,,"Converged, relative error appears to be less than tolerance." +|KSP_CONVERGED_HAPPY_BREAKDOWN|_,,,,, |KSP_CONVERGED_ITERATING|_,,,,,Solve still in progress. ,,,,, ,|AMGX_SOLVE_FAILED|_,,|SciPy_lt0|_,,Illegal input or breakdown +|KSP_DIVERGED_BREAKDOWN|_,,,,|AZ_breakdown|_,The iterative solver has broken down. +|KSP_DIVERGED_BREAKDOWN_BICG|_,,,,,"Initial residual is orthogonal to preconditioned initial residual. Try a different preconditioner, or a different initial Level.continue to enlarge the Krylov space." |KSP_DIVERGED_ITS|_,|AMGX_SOLVE_DIVERGED|_,|PySparse_neg1|_,|SciPy_gt0|_,|AZ_maxits|_,Maximum number of iterations was reached. |KSP_DIVERGED_PC_FAILED|_,,|PySparse_neg2|_,,,The system involving the preconditioner was ill-conditioned. |KSP_DIVERGED_INDEFINITE_PC|_,,|PySparse_neg3|_,,,"An inner product of the form :math:`\mathbf{x}^T \mathsf{P}^{-1} \mathbf{x}` was not positive, so the preconditioning matrix :math:`\mathsf{P}` does not appear to be positive definite." |KSP_DIVERGED_INDEFINITE_MAT|_,,|PySparse_neg4|_,,|AZ_ill_cond|_,The matrix :math:`\mathsf{L}` appears to be ill-conditioned. ,,|PySparse_neg5|_,,,The method stagnated. |KSP_DIVERGED_NANORINF|_,,|PySparse_neg6|_,,,A scalar quantity became too small or too large to continue computing. -|KSP_DIVERGED_BREAKDOWN|_,,,,|AZ_breakdown|_,The iterative solver has broken down. -|KSP_DIVERGED_BREAKDOWN_BICG|_,,,,, ,,,,|AZ_loss|_,The iterative solver has terminated due to a lack of accuracy in the recursive residual (caused by rounding errors). -|KSP_CONVERGED_HAPPY_BREAKDOWN|_,,,,, |KSP_DIVERGED_NULL|_,,,,, -|KSP_DIVERGED_DTOL|_,,,,, -|KSP_DIVERGED_NONSYMMETRIC|_,,,,, \ No newline at end of file +|KSP_DIVERGED_DTOL|_,,,,,The residual norm increased by a factor of ``divtol``. +|KSP_DIVERGED_NONSYMMETRIC|_,,,,,"It appears the operator or preconditioner is not symmetric and this Krylov method (``KSPCG``, ``KSPMINRES``, ``KSPCR``) requires symmetry." \ No newline at end of file From 88a8dfb9aecf049fccf3ffe663188f34ed339a9a Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 5 Jul 2022 20:48:24 -0400 Subject: [PATCH 042/303] Update discussion of Python 2.7 --- documentation/USAGE.rst | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/documentation/USAGE.rst b/documentation/USAGE.rst index 24055ce072..11379b240d 100644 --- a/documentation/USAGE.rst +++ b/documentation/USAGE.rst @@ -1062,13 +1062,13 @@ Thanks to the future_ package and to the contributions of pya_ and woodscn_, :term:`FiPy` runs under both :term:`Python 3` and :term:`Python` 2.7, without conversion or modification. -Because :term:`Python` itself will `drop support for Python 2.7 on January -1, 2020`_ and many of the prerequisites for :term:`FiPy` have `pledged to -drop support for Python 2.7 no later than 2020`_, we have prioritized adding +Because :term:`Python` itself `dropped support for Python 2.7 on January +1, 2020`_ and many of the prerequisites for :term:`FiPy` `pledged to +drop support for Python 2.7 no later than 2020`_, we prioritized adding support for better :term:`Python 3` solvers, starting with :term:`petsc4py`. -Because the faster :term:`PySparse` and :term:`Trilinos` solvers are not +Because the faster :term:`PySparse` solvers are not available under :term:`Python 3`, we will maintain :term:`Python` 2.x support as long as practical. Be aware that the conda-forge_ packages that :term:`FiPy` depends upon are not well-maintained on :term:`Python` 2.x @@ -1080,7 +1080,7 @@ become available on conda-forge_. .. _future: http://python-future.org .. _pya: https://github.com/pya .. _woodscn: https://github.com/pya -.. _drop support for Python 2.7 on January 1, 2020: https://www.python.org/dev/peps/pep-0373/#update +.. _dropped support for Python 2.7 on January 1, 2020: https://www.python.org/dev/peps/pep-0373/#update .. _pledged to drop support for Python 2.7 no later than 2020: https://python3statement.org ------ From a84c8cb0355110c698337101036b859951e9b9a0 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 5 Jul 2022 20:50:42 -0400 Subject: [PATCH 043/303] Revise solver convergence tables --- documentation/_static/residuals.csv | 14 +++++++------- documentation/_static/solver_convergence.csv | 4 ++-- 2 files changed, 9 insertions(+), 9 deletions(-) diff --git a/documentation/_static/residuals.csv b/documentation/_static/residuals.csv index 1b952a256e..645887764e 100644 --- a/documentation/_static/residuals.csv +++ b/documentation/_static/residuals.csv @@ -1,8 +1,8 @@ -,FiPy,PETSc_,pyamgx_,PySparse_,SciPy_,Trilinos_ +,FiPy,PETSc_,pyamgx_,PySparse_,SciPy_,Trilinos_ :math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,``unscaled``,,default [#AMGX_ABSOLUTE]_ ,,,yes [#AZ_noscaled]_ -:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\vec{b}\|_2}`,``b-scaled``,,,"`cgs `_, `pcg `_, `qmres `_",`default `_,yes [#AZ_rhs]_ -:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\vec{L}\|_\infty}`,``L-scaled``,,,,,yes [#AZ_Anorm]_ -:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\mathsf{L}\vec{x} - \vec{b}\|_2^{(0)}}`,``r0-scaled``,yes [#KSP_UNPRECONDITIONED_NORM]_,yes [#AMGX_RELATIVE_INI_CORE]_,"`bicgstab `_, `gmres `_, `minres `_",,default [#AZ_r0]_ -:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_\infty}{\|\mathsf{L}\|_\infty * \|\vec{x}\|_1 - \|\vec{b}\|_\infty}`,``sol-scaled``,,,,,yes [#AZ_sol]_ -:math:`\frac{\left\|\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)\right\|_2}{\left\|\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)\right\|_2^{(0)}}`,``P-scaled``,default [#KSP_PRECONDITIONED_NORM]_,,,, -:math:`\frac{\sqrt{\left(\mathsf{L}\vec{x} - \vec{b}\right)\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)}}{\sqrt{\left(\mathsf{L}\vec{x} - \vec{b}\right)\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)}^{(0)}}`,``natural``,yes [#KSP_NATURAL_NORM]_,,,, \ No newline at end of file +:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\vec{b}\|_2}`,``RHS``,,,"`cgs `_, `pcg `_, `qmres `_",`default `_,yes [#AZ_rhs]_ +:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\vec{L}\|_\infty}`,``matrix``,,,,,yes [#AZ_Anorm]_ +:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\mathsf{L}\vec{x} - \vec{b}\|_2^{(0)}}`,``initial``,yes [#KSP_UNPRECONDITIONED_NORM]_,yes [#AMGX_RELATIVE_INI_CORE]_,"`bicgstab `_, `gmres `_, `minres `_",,default [#AZ_r0]_ +:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_\infty}{\|\mathsf{L}\|_\infty * \|\vec{x}\|_1 - \|\vec{b}\|_\infty}`,``solution``,,,,,yes [#AZ_sol]_ +:math:`\frac{\left\|\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)\right\|_2}{\left\|\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)\right\|_2^{(0)}}`,``preconditioned``,default [#KSP_PRECONDITIONED_NORM]_,,,, +:math:`\frac{\sqrt{\left(\mathsf{L}\vec{x} - \vec{b}\right)\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)}}{\sqrt{\left(\mathsf{L}\vec{x} - \vec{b}\right)\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)}^{(0)}}`,``natural``,yes [#KSP_NATURAL_NORM]_,,,, diff --git a/documentation/_static/solver_convergence.csv b/documentation/_static/solver_convergence.csv index 51eee646d1..ef1471fc14 100644 --- a/documentation/_static/solver_convergence.csv +++ b/documentation/_static/solver_convergence.csv @@ -1,4 +1,4 @@ -PETSc_,pyamgx_,PySparse_,SciPy_,Trilinos_, +PETSc_,pyamgx_,PySparse_,SciPy_,Trilinos_, |KSP_CONVERGED_ITS|_,|AMGX_SOLVE_SUCCESS|_,,|SciPy_0|_,|AZ_normal|_,Convergence criteria met. |KSP_CONVERGED_ATOL|_,,|PySparse_2|_,,,"Converged, residual is as small as seems reasonable on this machine." ,,|PySparse_1|_,,,"Converged, :math:`\mathbf{b} = 0`, so the exact solution is :math:`\mathbf{x} = 0`." @@ -18,4 +18,4 @@ ,,,,|AZ_loss|_,The iterative solver has terminated due to a lack of accuracy in the recursive residual (caused by rounding errors). |KSP_DIVERGED_NULL|_,,,,, |KSP_DIVERGED_DTOL|_,,,,,The residual norm increased by a factor of ``divtol``. -|KSP_DIVERGED_NONSYMMETRIC|_,,,,,"It appears the operator or preconditioner is not symmetric and this Krylov method (``KSPCG``, ``KSPMINRES``, ``KSPCR``) requires symmetry." \ No newline at end of file +|KSP_DIVERGED_NONSYMMETRIC|_,,,,,"It appears the operator or preconditioner is not symmetric and this Krylov method (``KSPCG``, ``KSPMINRES``, ``KSPCR``) requires symmetry." From 85a45a3f9ed02a62c3be1f44123f2272d7838c54 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 5 Jul 2022 21:07:28 -0400 Subject: [PATCH 044/303] Switch to relative imports --- fipy/solvers/petsc/__init__.py | 12 ++++++------ fipy/solvers/petsc/linearLUSolver.py | 2 +- fipy/solvers/petsc/petscKrylovSolver.py | 2 +- fipy/solvers/pyamgx/__init__.py | 16 ++++++++-------- fipy/solvers/pysparse/__init__.py | 12 ++++++------ fipy/solvers/pysparse/linearLUSolver.py | 2 +- fipy/solvers/pysparse/pysparseSolver.py | 2 +- fipy/solvers/scipy/__init__.py | 10 +++++----- fipy/solvers/scipy/scipyKrylovSolver.py | 2 +- fipy/solvers/trilinos/__init__.py | 14 +++++++------- fipy/solvers/trilinos/trilinosAztecOOSolver.py | 4 ++-- 11 files changed, 39 insertions(+), 39 deletions(-) diff --git a/fipy/solvers/petsc/__init__.py b/fipy/solvers/petsc/__init__.py index e3f729547d..c78ecb1d55 100644 --- a/fipy/solvers/petsc/__init__.py +++ b/fipy/solvers/petsc/__init__.py @@ -2,12 +2,12 @@ _log = logging.getLogger(__name__) -from fipy.solvers.petsc.linearLUSolver import * -from fipy.solvers.petsc.linearPCGSolver import * -from fipy.solvers.petsc.linearGMRESSolver import * -from fipy.solvers.petsc.linearBicgSolver import * -from fipy.solvers.petsc.linearCGSSolver import * -from fipy.solvers.petsc.dummySolver import * +from .linearLUSolver import * +from .linearPCGSolver import * +from .linearGMRESSolver import * +from .linearBicgSolver import * +from .linearCGSSolver import * +from .dummySolver import * DefaultSolver = LinearGMRESSolver DefaultAsymmetricSolver = LinearGMRESSolver diff --git a/fipy/solvers/petsc/linearLUSolver.py b/fipy/solvers/petsc/linearLUSolver.py index 5211ebed78..c95da4ce5e 100644 --- a/fipy/solvers/petsc/linearLUSolver.py +++ b/fipy/solvers/petsc/linearLUSolver.py @@ -5,7 +5,7 @@ from petsc4py import PETSc -from fipy.solvers.petsc.petscSolver import PETScSolver +from .petscSolver import PETScSolver __all__ = ["LinearLUSolver"] diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index 3b41553c65..bba0fd7ea2 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -2,7 +2,7 @@ from petsc4py import PETSc -from fipy.solvers.petsc.petscSolver import PETScSolver +from .petscSolver import PETScSolver __all__ = ["PETScKrylovSolver"] diff --git a/fipy/solvers/pyamgx/__init__.py b/fipy/solvers/pyamgx/__init__.py index 7400152353..1d3c9498ef 100644 --- a/fipy/solvers/pyamgx/__init__.py +++ b/fipy/solvers/pyamgx/__init__.py @@ -8,14 +8,14 @@ import pyamgx -from fipy.solvers.pyamgx.pyAMGXSolver import * -from fipy.solvers.pyamgx.linearCGSolver import * -from fipy.solvers.pyamgx.linearGMRESSolver import * -from fipy.solvers.pyamgx.linearFGMRESSolver import * -from fipy.solvers.pyamgx.linearBiCGStabSolver import * -from fipy.solvers.pyamgx.linearLUSolver import * -from fipy.solvers.pyamgx.aggregationAMGSolver import * -from fipy.solvers.pyamgx.classicalAMGSolver import * +from .pyAMGXSolver import * +from .linearCGSolver import * +from .linearGMRESSolver import * +from .linearFGMRESSolver import * +from .linearBiCGStabSolver import * +from .linearLUSolver import * +from .aggregationAMGSolver import * +from .classicalAMGSolver import * pyamgx.initialize() atexit.register(pyamgx.finalize) diff --git a/fipy/solvers/pysparse/__init__.py b/fipy/solvers/pysparse/__init__.py index c3c3c8956c..32744dc1f5 100644 --- a/fipy/solvers/pysparse/__init__.py +++ b/fipy/solvers/pysparse/__init__.py @@ -4,13 +4,13 @@ _log = logging.getLogger(__name__) -from fipy.solvers.pysparse.linearCGSSolver import * -from fipy.solvers.pysparse.linearPCGSolver import * -from fipy.solvers.pysparse.linearGMRESSolver import * -from fipy.solvers.pysparse.linearLUSolver import * -from fipy.solvers.pysparse.linearJORSolver import * +from .linearCGSSolver import * +from .linearPCGSolver import * +from .linearGMRESSolver import * +from .linearLUSolver import * +from .linearJORSolver import * -from fipy.solvers.pysparse.preconditioners import * +from .preconditioners import * DefaultSolver = LinearPCGSolver DefaultAsymmetricSolver = LinearLUSolver diff --git a/fipy/solvers/pysparse/linearLUSolver.py b/fipy/solvers/pysparse/linearLUSolver.py index b41c028369..5ec39e3b17 100644 --- a/fipy/solvers/pysparse/linearLUSolver.py +++ b/fipy/solvers/pysparse/linearLUSolver.py @@ -6,7 +6,7 @@ from pysparse.direct import superlu -from fipy.solvers.pysparse.pysparseSolver import PysparseSolver +from .pysparseSolver import PysparseSolver from fipy.tools import numerix __all__ = ["LinearLUSolver"] diff --git a/fipy/solvers/pysparse/pysparseSolver.py b/fipy/solvers/pysparse/pysparseSolver.py index 6b72b430a1..f32b71f3f7 100644 --- a/fipy/solvers/pysparse/pysparseSolver.py +++ b/fipy/solvers/pysparse/pysparseSolver.py @@ -1,7 +1,7 @@ from __future__ import unicode_literals __docformat__ = 'restructuredtext' -from fipy.solvers.pysparseMatrixSolver import _PysparseMatrixSolver +from ..pysparseMatrixSolver import _PysparseMatrixSolver from fipy.solvers import (ScalarQuantityOutOfRangeWarning, StagnatedSolverWarning, MatrixIllConditionedWarning, diff --git a/fipy/solvers/scipy/__init__.py b/fipy/solvers/scipy/__init__.py index cb34dfbf84..7174b5d2ed 100644 --- a/fipy/solvers/scipy/__init__.py +++ b/fipy/solvers/scipy/__init__.py @@ -4,11 +4,11 @@ _log = logging.getLogger(__name__) -from fipy.solvers.scipy.linearCGSSolver import * -from fipy.solvers.scipy.linearGMRESSolver import * -from fipy.solvers.scipy.linearBicgstabSolver import * -from fipy.solvers.scipy.linearLUSolver import * -from fipy.solvers.scipy.linearPCGSolver import * +from .linearCGSSolver import * +from .linearGMRESSolver import * +from .linearBicgstabSolver import * +from .linearLUSolver import * +from .linearPCGSolver import * DefaultSolver = LinearLUSolver DummySolver = LinearGMRESSolver diff --git a/fipy/solvers/scipy/scipyKrylovSolver.py b/fipy/solvers/scipy/scipyKrylovSolver.py index 38c121c54f..fb4e7f7cf4 100644 --- a/fipy/solvers/scipy/scipyKrylovSolver.py +++ b/fipy/solvers/scipy/scipyKrylovSolver.py @@ -6,7 +6,7 @@ import os import warnings -from fipy.solvers.scipy.scipySolver import _ScipySolver +from .scipySolver import _ScipySolver from fipy.solvers import (MaximumIterationWarning, IllegalInputOrBreakdownWarning) diff --git a/fipy/solvers/trilinos/__init__.py b/fipy/solvers/trilinos/__init__.py index 9ebd700622..7688610746 100644 --- a/fipy/solvers/trilinos/__init__.py +++ b/fipy/solvers/trilinos/__init__.py @@ -49,15 +49,15 @@ def _dealWithTrilinosImportPathologies(): _dealWithTrilinosImportPathologies() -from fipy.solvers.trilinos.preconditioners import * +from .preconditioners import * -from fipy.solvers.trilinos.linearCGSSolver import * -from fipy.solvers.trilinos.linearPCGSolver import * -from fipy.solvers.trilinos.linearGMRESSolver import * -from fipy.solvers.trilinos.linearLUSolver import * -from fipy.solvers.trilinos.linearBicgstabSolver import * +from .linearCGSSolver import * +from .linearPCGSolver import * +from .linearGMRESSolver import * +from .linearLUSolver import * +from .linearBicgstabSolver import * -from fipy.solvers.trilinos.trilinosMLTest import * +from .trilinosMLTest import * DefaultSolver = LinearGMRESSolver DefaultAsymmetricSolver = LinearGMRESSolver diff --git a/fipy/solvers/trilinos/trilinosAztecOOSolver.py b/fipy/solvers/trilinos/trilinosAztecOOSolver.py index 9e426bda88..7fc60be1cd 100644 --- a/fipy/solvers/trilinos/trilinosAztecOOSolver.py +++ b/fipy/solvers/trilinos/trilinosAztecOOSolver.py @@ -10,8 +10,8 @@ AztecOO.AZ_ill_cond : 'AztecOO.AZ_ill_cond', AztecOO.AZ_maxits : 'AztecOO.AZ_maxits'} -from fipy.solvers.trilinos.trilinosSolver import TrilinosSolver -from fipy.solvers.trilinos.preconditioners.jacobiPreconditioner import JacobiPreconditioner +from .trilinosSolver import TrilinosSolver +from .preconditioners.jacobiPreconditioner import JacobiPreconditioner from fipy.solvers import (NormalConvergence, ParameterWarning, BreakdownWarning, From 8c83c14adc50ca869dc8266a280944f993e0c4cc Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 5 Jul 2022 21:22:58 -0400 Subject: [PATCH 045/303] Switch to numpydoc --- fipy/solvers/petsc/linearLUSolver.py | 13 ++++++++----- fipy/solvers/petsc/petscKrylovSolver.py | 12 ++++++++---- 2 files changed, 16 insertions(+), 9 deletions(-) diff --git a/fipy/solvers/petsc/linearLUSolver.py b/fipy/solvers/petsc/linearLUSolver.py index c95da4ce5e..8ba9252ff5 100644 --- a/fipy/solvers/petsc/linearLUSolver.py +++ b/fipy/solvers/petsc/linearLUSolver.py @@ -19,11 +19,14 @@ class LinearLUSolver(PETScSolver): def __init__(self, tolerance=1e-10, iterations=10, precon="lu"): """ - :Parameters: - - `tolerance`: The required error tolerance. - - `iterations`: The maximum number of iterative steps to perform. - - `precon`: *Ignored*. - + Parameters + ---------- + tolerance : float + Required error tolerance. + iterations : int + Maximum number of iterative steps to perform. + precon : str + *ignored* """ PETScSolver.__init__(self, tolerance=tolerance, iterations=iterations, precon="lu") diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index bba0fd7ea2..5afb806814 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -37,10 +37,14 @@ class PETScKrylovSolver(PETScSolver): def __init__(self, tolerance=1e-10, iterations=1000, precon=None): """ - :Parameters: - - `tolerance`: The required error tolerance. - - `iterations`: The maximum number of iterative steps to perform. - - `precon`: Preconditioner to use (string). + Parameters + ---------- + tolerance : float + Required error tolerance. + iterations : int + Maximum number of iterative steps to perform. + precon : str + Preconditioner to use. """ if self.__class__ is PETScKrylovSolver: From 40d9ed787257f3fb82fe830aa02ca90a1c3d9028 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 5 Jul 2022 21:50:49 -0400 Subject: [PATCH 046/303] Introduce Convergence objects Replace haphazard `.status`, logging, and divergence warnings --- documentation/SOLVERS.rst | 2 + fipy/solvers/convergence.py | 99 ++++++++++++++ fipy/solvers/petsc/__init__.py | 1 + fipy/solvers/petsc/linearLUSolver.py | 24 ++-- fipy/solvers/petsc/petscConvergence.py | 128 ++++++++++++++++++ fipy/solvers/petsc/petscKrylovSolver.py | 43 ++---- fipy/solvers/pyamgx/__init__.py | 2 + fipy/solvers/pyamgx/pyAMGXSolver.py | 8 ++ fipy/solvers/pyamgx/pyamgxConvergence.py | 9 ++ fipy/solvers/pysparse/__init__.py | 2 + fipy/solvers/pysparse/linearLUSolver.py | 23 ++-- fipy/solvers/pysparse/pysparseConvergence.py | 69 ++++++++++ fipy/solvers/pysparse/pysparseSolver.py | 39 +----- fipy/solvers/scipy/__init__.py | 2 + fipy/solvers/scipy/linearLUSolver.py | 23 ++-- fipy/solvers/scipy/scipyConvergence.py | 23 ++++ fipy/solvers/scipy/scipyKrylovSolver.py | 31 +---- fipy/solvers/solver.py | 13 +- fipy/solvers/trilinos/__init__.py | 2 + fipy/solvers/trilinos/aztecConvergence.py | 48 +++++++ fipy/solvers/trilinos/linearLUSolver.py | 30 ++-- .../solvers/trilinos/trilinosAztecOOSolver.py | 62 ++------- 22 files changed, 490 insertions(+), 193 deletions(-) create mode 100644 fipy/solvers/convergence.py create mode 100644 fipy/solvers/petsc/petscConvergence.py create mode 100644 fipy/solvers/pyamgx/pyamgxConvergence.py create mode 100644 fipy/solvers/pysparse/pysparseConvergence.py create mode 100644 fipy/solvers/scipy/scipyConvergence.py create mode 100644 fipy/solvers/trilinos/aztecConvergence.py diff --git a/documentation/SOLVERS.rst b/documentation/SOLVERS.rst index c8d1639cfd..ca775f63fd 100644 --- a/documentation/SOLVERS.rst +++ b/documentation/SOLVERS.rst @@ -194,6 +194,8 @@ SciPy_ cannot solve, and it enables parallel execution of Different solvers, different preconditioners, or a less restrictive tolerance may help. +.. _CONVERGENCE: + ----------- Convergence ----------- diff --git a/fipy/solvers/convergence.py b/fipy/solvers/convergence.py new file mode 100644 index 0000000000..78dedeef70 --- /dev/null +++ b/fipy/solvers/convergence.py @@ -0,0 +1,99 @@ +from __future__ import division +from __future__ import unicode_literals +from builtins import object +from builtins import str +__docformat__ = 'restructuredtext' + +from future.utils import with_metaclass + +import logging +import warnings + +__all__ = ["ConvergenceBase", "Convergence", "AbsoluteToleranceConvergence", + "RelativeToleranceConvergence", "Divergence", + "IterationDivergence", "BreakdownDivergence", + "IllConditionedDivergence", "OutOfRangeDivergence", + "PreconditioningDivergence", + "IllConditionedPreconditionerDivergence"] +from future.utils import text_to_native_str +__all__ = [text_to_native_str(n) for n in __all__] + +class _ConvergenceMeta(type): + # We use __init__ rather than __new__ here because we want + # to modify attributes of the class *after* they have been + # created + # See http://jakevdp.github.io/blog/2012/12/01/a-primer-on-python-metaclasses/ + def __init__(cls, name, bases, dct): + if not hasattr(cls, "code_registry"): + # this is the base class, create an empty registry + # one dictionary for all element types + cls.code_registry = {} + + if not hasattr(cls, "name_registry"): + # this is the base class, create an empty registry + # one dictionary for all element types + cls.name_registry = {} + + super(_ConvergenceMeta, cls).__init__(name, bases, dct) + + if hasattr(cls, "status_code") and hasattr(cls, "suite"): + cls.code_registry[(cls.suite, cls.status_code)] = cls + + if hasattr(cls, "status_name") and hasattr(cls, "suite"): + cls.name_registry[(cls.suite, cls.status_name)] = cls + +class ConvergenceBase(with_metaclass(_ConvergenceMeta, object)): + def __init__(self, solver, iterations, residual, criterion, actual_code=None, **kwargs): + self.solver = solver + self.iterations = iterations + self.residual = residual + self.criterion = criterion + if actual_code is None: + self.actual_code = self.status_code + else: + self.actual_code = actual_code + + self.info = vars(self) + self.info["status_name"] = self.status_name + self.info["status_code"] = self.status_code + self.info["max_iterations"] = self.solver.iterations + self.info.update(kwargs) + + self._log = logging.getLogger(solver.__class__.__module__ + + "." + solver.__class__.__name__) + + def warn(self): + pass + +class Convergence(ConvergenceBase): + message = "User requested convergence criteria is satisfied. Iterations: {0}. Relative error: {1}" + +class AbsoluteToleranceConvergence(Convergence): + pass + +class RelativeToleranceConvergence(Convergence): + pass + +class Divergence(ConvergenceBase): + + def warn(self): + warnings.warn("({status_code}, {status_name}): {residual}".format(**self.info), stacklevel=6) + +class IterationDivergence(Divergence): + pass + +class BreakdownDivergence(Divergence): + pass + +class IllConditionedDivergence(Divergence): + pass + +class OutOfRangeDivergence(Divergence): + pass + +class PreconditioningDivergence(Divergence): + pass + +class IllConditionedPreconditionerDivergence(PreconditioningDivergence): + pass + diff --git a/fipy/solvers/petsc/__init__.py b/fipy/solvers/petsc/__init__.py index c78ecb1d55..e298a77d4e 100644 --- a/fipy/solvers/petsc/__init__.py +++ b/fipy/solvers/petsc/__init__.py @@ -8,6 +8,7 @@ from .linearBicgSolver import * from .linearCGSSolver import * from .dummySolver import * +from . import petscConvergence DefaultSolver = LinearGMRESSolver DefaultAsymmetricSolver = LinearGMRESSolver diff --git a/fipy/solvers/petsc/linearLUSolver.py b/fipy/solvers/petsc/linearLUSolver.py index 8ba9252ff5..b59f83c25f 100644 --- a/fipy/solvers/petsc/linearLUSolver.py +++ b/fipy/solvers/petsc/linearLUSolver.py @@ -45,25 +45,25 @@ def _solve_(self, L, x, b): ksp.setFromOptions() for iteration in range(self.iterations): - errorVector = L * x - b - tol = errorVector.norm() + residualVector = L * x - b + residual = residualVector.norm(PETSc.NormType.NORM_2) if iteration == 0: - tol0 = tol + residual0 = residual - if tol <= self.tolerance * tol0: + if residual <= self.tolerance * residual0: break xError = x.copy() - ksp.solve(errorVector, xError) + ksp.solve(residualVector, xError) x -= xError - self._log.debug('solver: %s', ksp.type) - self._log.debug('precon: %s', ksp.getPC().type) - self._log.debug('iterations: %d / %d', iteration+1, self.iterations) - self._log.debug('residual: %s', errorVector.norm(1)) + self._setConvergence(suite="petsc" + code=PETSc.KSP.ConvergedReason.CONVERGED_ITS, + iterations=iteration+1, + residual=residual), + ksp_solver=ksp.type, + ksp_precon=ksp.getPC().type) - self.status['iterations'] = iteration+1 - self.status['residual'] = errorVector.norm(PETSc.NormType.NORM_2) - self.status['result'] = "Success" + self.convergence.warn() diff --git a/fipy/solvers/petsc/petscConvergence.py b/fipy/solvers/petsc/petscConvergence.py new file mode 100644 index 0000000000..6ae886cbf4 --- /dev/null +++ b/fipy/solvers/petsc/petscConvergence.py @@ -0,0 +1,128 @@ +from petsc4py import PETSc + +from ..convergence import (Convergence, AbsoluteToleranceConvergence, + RelativeToleranceConvergence, IterationDivergence, + Divergence, BreakdownDivergence, + IllConditionedDivergence, + PreconditioningDivergence, + IllConditionedPreconditionerDivergence, + OutOfRangeDivergence) + +# "The values KSP_CONVERGED_CG_NEG_CURVE, KSP_CONVERGED_CG_CONSTRAINED, and +# KSP_CONVERGED_STEP_LENGTH are returned only by the special KSPNASH, +# KSPSTCG, and KSPGLTR solvers which are used by the SNESNEWTONTR (trust +# region) solver." + +class KSP_AbsoluteToleranceConvergence(AbsoluteToleranceConvergence): + """Residual 2-norm less than abstol""" + status_code = PETSc.KSP.ConvergedReason.CONVERGED_ATOL + status_name = "KSP_CONVERGED_ATOL" + suite = "petsc" + +class KSP_RelativeToleranceConvergence(RelativeToleranceConvergence): + """Residual 2-norm decreased by a factor of rtol, from 2-norm of right + hand side. + """ + status_code = PETSc.KSP.ConvergedReason.CONVERGED_RTOL + status_name = "KSP_CONVERGED_RTOL" + suite = "petsc" + +class KSP_NormalAbsoluteToleranceConvergence(KSP_AbsoluteToleranceConvergence): + status_code = PETSc.KSP.ConvergedReason.CONVERGED_ATOL_NORMAL + status_name = "KSP_CONVERGED_ATOL_NORMAL" + +class KSP_NormalRelativeToleranceConvergence(KSP_RelativeToleranceConvergence): + status_code = PETSc.KSP.ConvergedReason.CONVERGED_RTOL_NORMAL + status_name = "KSP_CONVERGED_RTOL_NORMAL" + +class KSP_IterationConvergence(Convergence): + """Used by the KSPPREONLY solver after the single iteration of the + preconditioner is applied. Also used when the KSPConvergedSkip() + convergence test routine is set in KSP. + """ + status_code = PETSc.KSP.ConvergedReason.CONVERGED_ITS + status_name = "KSP_CONVERGED_ITS" + suite = "petsc" + +class KSP_HappyBreakdownConvergence(Convergence): + status_code = PETSc.KSP.ConvergedReason.CONVERGED_HAPPY_BREAKDOWN + status_name = "KSP_CONVERGED_HAPPY_BREAKDOWN" + suite = "petsc" + +class KSP_IteratingConvergence(Convergence): + """This flag is returned if you call KSPGetConvergedReason() while the + KSPSolve() is still running. + """ + status_code = PETSc.KSP.ConvergedReason.CONVERGED_ITERATING + status_name = "KSP_CONVERGED_ITERATING" + suite = "petsc" + + +class KSP_IterationDivergence(IterationDivergence): + """Ran out of iterations before any convergence criteria was reached""" + status_code = PETSc.KSP.ConvergedReason.DIVERGED_MAX_IT + status_name = "KSP_DIVERGED_ITS" + suite = "petsc" + +class KSP_NullDivergence(Divergence): + status_code = PETSc.KSP.ConvergedReason.DIVERGED_NULL + status_name = "KSP_DIVERGED_NULL" + suite = "petsc" + +class KSP_ToleranceDivergence(Divergence): + """Residual norm increased by a factor of divtol. + """ + status_code = PETSc.KSP.ConvergedReason.DIVERGED_DTOL + status_name = "KSP_DIVERGED_DTOL" + suite = "petsc" + +class KSP_BreakdownDivergence(BreakdownDivergence): + """Generic breakdown in method.""" + status_code = PETSc.KSP.ConvergedReason.DIVERGED_BREAKDOWN + status_name = "KSP_DIVERGED_BREAKDOWN" + suite = "petsc" + +class KSP_BreakdownBICGDivergence(KSP_BreakdownDivergence): + """Initial residual is orthogonal to preconditioned initial residual. + Try a different preconditioner, or a different initial Level.) + """ + status_code = PETSc.KSP.ConvergedReason.DIVERGED_BREAKDOWN_BICG + status_name = "KSP_DIVERGED_BREAKDOWN_BICG" + +class KSP_IndefiniteMatrixDivergence(IllConditionedDivergence): + status_code = PETSc.KSP.ConvergedReason.DIVERGED_INDEFINITE_MAT + status_name = "KSP_DIVERGED_INDEFINITE_MAT" + suite = "petsc" + +class KSP_NonSymmetricDivergence(IllConditionedDivergence): + """It appears the operator or preconditioner is not symmetric and this + Krylov method (KSPCG, KSPMINRES, KSPCR) requires symmetry + """ + status_code = PETSc.KSP.ConvergedReason.DIVERGED_NONSYMMETRIC + status_name = "KSP_DIVERGED_NONSYMMETRIC" + suite = "petsc" + +class KSP_PreconditioningDivergence(PreconditioningDivergence): + """It was not possible to build or use the requested preconditioner. + This is usually due to a zero pivot in a factorization. It can also + result from a failure in a subpreconditioner inside a nested + preconditioner such as PCFIELDSPLIT. + """ + status_code = PETSc.KSP.ConvergedReason.DIVERGED_PCSETUP_FAILED + status_name = "KSP_DIVERGED_PC_FAILED" + suite = "petsc" + +class KSP_IndefinitePreconditionerDivergence(IllConditionedPreconditionerDivergence): + """It appears the preconditioner is indefinite (has both positive and + negative eigenvalues) and this Krylov method (KSPCG) requires it to be + positive definite. + """ + status_code = PETSc.KSP.ConvergedReason.DIVERGED_INDEFINITE_PC + status_name = "KSP_DIVERGED_INDEFINITE_PC" + suite = "petsc" + +class KSP_NanOrInfDivergence(OutOfRangeDivergence): + """Residual norm became Not-a-number or Inf likely due to 0/0.""" + status_code = PETSc.KSP.ConvergedReason.DIVERGED_NANORINF + status_name = "KSP_DIVERGED_NANORINF" + suite = "petsc" diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index 5afb806814..e5b0aa7d27 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -1,3 +1,4 @@ +from __future__ import unicode_literals __docformat__ = 'restructuredtext' from petsc4py import PETSc @@ -5,27 +6,8 @@ from .petscSolver import PETScSolver __all__ = ["PETScKrylovSolver"] - -_reason = {1: "KSP_CONVERGED_RTOL_NORMAL", - 9: "KSP_CONVERGED_ATOL_NORMAL", - 2: "KSP_CONVERGED_RTOL", - 3: "KSP_CONVERGED_ATOL", - 4: "KSP_CONVERGED_ITS", - 5: "KSP_CONVERGED_CG_NEG_CURVE", - 6: "KSP_CONVERGED_CG_CONSTRAINED", - 7: "KSP_CONVERGED_STEP_LENGTH", - 8: "KSP_CONVERGED_HAPPY_BREAKDOWN", - -2: "KSP_DIVERGED_NULL", - -3: "KSP_DIVERGED_ITS", - -4: "KSP_DIVERGED_DTOL", - -5: "KSP_DIVERGED_BREAKDOWN", - -6: "KSP_DIVERGED_BREAKDOWN_BICG", - -7: "KSP_DIVERGED_NONSYMMETRIC", - -8: "KSP_DIVERGED_INDEFINITE_PC", - -9: "KSP_DIVERGED_NANORINF", - -10: "KSP_DIVERGED_INDEFINITE_MAT", - -11: "KSP_DIVERGED_PC_FAILED", - 0: "KSP_CONVERGED_ITERATING"} +from future.utils import text_to_native_str +__all__ = [text_to_native_str(n) for n in __all__] class PETScKrylovSolver(PETScSolver): @@ -65,15 +47,14 @@ def _solve_(self, L, x, b): ksp.setFromOptions() ksp.solve(b, x) - self._log.debug('solver: %s', ksp.type) - self._log.debug('precon: %s', ksp.getPC().type) - self._log.debug('convergence: %s', _reason[ksp.reason]) - self._log.debug('iterations: %d / %d', ksp.its, self.iterations) - self._log.debug('norm: %s', ksp.norm) - self._log.debug('norm_type: %s', ksp.norm_type) - - self.status['iterations'] = ksp.its - self.status['residual'] = ksp.norm - self.status['result'] = _reason[ksp.reason] + self._setConvergence(suite="petsc", + code=ksp.reason, + iterations=ksp.its, + residual=ksp.norm, + ksp_solver=ksp.type, + ksp_precon=ksp.getPC().type, + ksp_norm_type=ksp.norm_type) ksp.destroy() + + self.convergence.warn() diff --git a/fipy/solvers/pyamgx/__init__.py b/fipy/solvers/pyamgx/__init__.py index 1d3c9498ef..0cd3063673 100644 --- a/fipy/solvers/pyamgx/__init__.py +++ b/fipy/solvers/pyamgx/__init__.py @@ -17,6 +17,8 @@ from .aggregationAMGSolver import * from .classicalAMGSolver import * +from . import pyamgxConvergence + pyamgx.initialize() atexit.register(pyamgx.finalize) diff --git a/fipy/solvers/pyamgx/pyAMGXSolver.py b/fipy/solvers/pyamgx/pyAMGXSolver.py index a2cfbf7a20..444f1cfe60 100644 --- a/fipy/solvers/pyamgx/pyAMGXSolver.py +++ b/fipy/solvers/pyamgx/pyAMGXSolver.py @@ -79,6 +79,14 @@ def _solve_(self, L, x, b): # download values from GPU to CPU self.x_gpu.download(x) + + self._setConvergence(suite="pyamgx", + code=self.solver.status, + iterations=self.solver.iterations_number, + residual=self.solver.get_residual()) + + self.convergence.warn() + return x def _solve(self): diff --git a/fipy/solvers/pyamgx/pyamgxConvergence.py b/fipy/solvers/pyamgx/pyamgxConvergence.py new file mode 100644 index 0000000000..c8e36e4f9e --- /dev/null +++ b/fipy/solvers/pyamgx/pyamgxConvergence.py @@ -0,0 +1,9 @@ +from pyamgx import AMGX_SOLVE_SUCCESS, AMGX_SOLVE_FAILED, AMGX_SOLVE_DIVERGED + +from ..convergence import (Convergence, AbsoluteToleranceConvergence, + RelativeToleranceConvergence, IterationDivergence, + Divergence, BreakdownDivergence, + IllConditionedDivergence, + PreconditioningDivergence, + IllConditionedPreconditionerDivergence, + OutOfRangeDivergence) diff --git a/fipy/solvers/pysparse/__init__.py b/fipy/solvers/pysparse/__init__.py index 32744dc1f5..53e71cd591 100644 --- a/fipy/solvers/pysparse/__init__.py +++ b/fipy/solvers/pysparse/__init__.py @@ -12,6 +12,8 @@ from .preconditioners import * +from . import pysparseConvergence + DefaultSolver = LinearPCGSolver DefaultAsymmetricSolver = LinearLUSolver DummySolver = DefaultSolver diff --git a/fipy/solvers/pysparse/linearLUSolver.py b/fipy/solvers/pysparse/linearLUSolver.py index 5ec39e3b17..e1b21ec7ba 100644 --- a/fipy/solvers/pysparse/linearLUSolver.py +++ b/fipy/solvers/pysparse/linearLUSolver.py @@ -56,22 +56,21 @@ def _solve_(self, L, x, b): LU = superlu.factorize(L.matrix.to_csr()) - error0 = numerix.sqrt(numerix.sum((L * x - b)**2)) - for iteration in range(self.iterations): - errorVector = L * x - b + residualVector = L * x - b + + residual = numerix.L2norm(residualVector) + if iteration == 0: + residual0 = residual - if numerix.sqrt(numerix.sum(errorVector**2)) <= self.tolerance * error0: + if residual <= self.tolerance * residual0: break xError = numerix.zeros(len(b), 'd') - LU.solve(errorVector, xError) + LU.solve(residualVector, xError) x[:] = x - xError - self.status['iterations'] = iteration - self.status['scaled residual'] = numerix.sqrt(numerix.sum(errorVector**2)) / error0 - # never fails? - self.status['result'] = "Success" - - self._log.debug('iterations: %d / %d', iteration+1, self.iterations) - self._log.debug('residual: %s', numerix.sqrt(numerix.sum(errorVector**2))) + self._setConvergence(suite="pysparse", + code=0, + iterations=iteration+1, + residual=residual) diff --git a/fipy/solvers/pysparse/pysparseConvergence.py b/fipy/solvers/pysparse/pysparseConvergence.py new file mode 100644 index 0000000000..1d97b1a644 --- /dev/null +++ b/fipy/solvers/pysparse/pysparseConvergence.py @@ -0,0 +1,69 @@ +from ..convergence import (Convergence, AbsoluteToleranceConvergence, + RelativeToleranceConvergence, Divergence, + IterationDivergence, PreconditioningDivergence, + IllConditionedDivergence, OutOfRangeDivergence) + +class Pysparse_AbsoluteToleranceConvergence(AbsoluteToleranceConvergence): + """Residual 2-norm less than abstol""" + status_code = 2 + status_name = "Pysparse_CONVERGED_ATOL" + suite = "pysparse" + +class Pysparse_RHSZeroConvergence(Convergence): + r""":math:`\vec{b} = 0`, so exact solution is :math:`\vec{x} = 0`. + """ + status_code = 1 + status_name = "Pysparse_CONVERGED_BZERO" + suite = "pysparse" + +class Pysparse_RelativeToleranceConvergence(RelativeToleranceConvergence): + """Residual 2-norm decreased by a factor of rtol, from 2-norm of right + hand side. + """ + status_code = 0 + status_name = "Pysparse_CONVERGED_RTOL" + suite = "pysparse" + +class Pysparse_IterationDivergence(IterationDivergence): + """Ran out of iterations before any convergence criteria was reached""" + status_code = -1 + status_name = "Pysparse_DIVERGED_MAXITS" + suite = "pysparse" + +class Pysparse_IllConditionedPreconditionerDivergence(PreconditioningDivergence): + """The system involving the preconditioner was ill-conditioned. + """ + status_code = -2 + status_name = "Pysparse_DIVERGED_PC_ILL" + suite = "pysparse" + +class Pysparse_NonPosDefPreconditioningDivergence(PreconditioningDivergence): + r"""An inner product of the form + :math:`\mathbf{x}^T \mathbf{K}^{-1} \mathbf{x}` was not positive, + so the preconditioning matrix :math:`\mathbf{K}` does not appear to be + positive definite. + """ + status_code = -3 + status_name = "Pysparse_DIVERGED_PC_NONPOSDEF" + suite = "pysparse" + +class Pysparse_IllConditionedDivergence(IllConditionedDivergence): + """The matrix appears to be very ill-conditioned. + """ + status_code = -4 + status_name = "Pysparse_DIVERGED_MAT_ILL" + suite = "pysparse" + +class Pysparse_StagnatedDivergence(Divergence): + """The method stagnated. + """ + status_code = -5 + status_name = "Pysparse_DIVERGED_STAG" + suite = "pysparse" + +class Pysparse_OutOfRangeDivergence(OutOfRangeDivergence): + """A scalar quantity became too small or too large to continue computing. + """ + status_code = -6 + status_name = "Pysparse_DIVERGED_RANGE" + suite = "pysparse" diff --git a/fipy/solvers/pysparse/pysparseSolver.py b/fipy/solvers/pysparse/pysparseSolver.py index f32b71f3f7..dd2fbcea82 100644 --- a/fipy/solvers/pysparse/pysparseSolver.py +++ b/fipy/solvers/pysparse/pysparseSolver.py @@ -2,12 +2,6 @@ __docformat__ = 'restructuredtext' from ..pysparseMatrixSolver import _PysparseMatrixSolver -from fipy.solvers import (ScalarQuantityOutOfRangeWarning, - StagnatedSolverWarning, - MatrixIllConditionedWarning, - PreconditionerNotPositiveDefiniteWarning, - IllConditionedPreconditionerWarning, - MaximumIterationWarning) __all__ = ["PysparseSolver"] from future.utils import text_to_native_str @@ -51,19 +45,12 @@ def _solve_(self, L, x, b): info, iter, relres = self.solveFnc(A, b, x, self.tolerance, self.iterations, P) - self.status['iterations'] = iter - self.status['scaled residual'] = relres - if info < 0: - self.status['result'] = self._warningList[info].__class__.__name__ - else: - self.status['result'] = "Success" - - self._raiseWarning(info, iter, relres) + self._setConvergence(suite="pysparse", + code=info, + iterations=iter, + residual=relres) - self._log.debug('iterations: %d / %d', iter, self.iterations) - if info < 0: - self._log.debug('failure: %s', self._warningList[info].__class__.__name__) - self._log.debug('relres: %s', relres) + self.convergence.warn() def _solve(self): @@ -86,19 +73,3 @@ def _solve(self): array /= self.var.unit.factor self.var[:] = array.reshape(self.var.shape) - - _warningList = (ScalarQuantityOutOfRangeWarning, - StagnatedSolverWarning, - MatrixIllConditionedWarning, - PreconditionerNotPositiveDefiniteWarning, - IllConditionedPreconditionerWarning, - MaximumIterationWarning) - - def _raiseWarning(self, info, iter, relres): - # info is negative, so we list in reverse order so that - # info can be used as an index from the end - - if info < 0: - # is stacklevel=5 always what's needed to get to the user's scope? - import warnings - warnings.warn(self._warningList[info](self, iter, relres), stacklevel=5) diff --git a/fipy/solvers/scipy/__init__.py b/fipy/solvers/scipy/__init__.py index 7174b5d2ed..dba23d6670 100644 --- a/fipy/solvers/scipy/__init__.py +++ b/fipy/solvers/scipy/__init__.py @@ -10,6 +10,8 @@ from .linearLUSolver import * from .linearPCGSolver import * +from . import scipyConvergence + DefaultSolver = LinearLUSolver DummySolver = LinearGMRESSolver DefaultAsymmetricSolver = LinearLUSolver diff --git a/fipy/solvers/scipy/linearLUSolver.py b/fipy/solvers/scipy/linearLUSolver.py index 25fd048381..a31335efcf 100644 --- a/fipy/solvers/scipy/linearLUSolver.py +++ b/fipy/solvers/scipy/linearLUSolver.py @@ -31,23 +31,24 @@ def _solve_(self, L, x, b): panel_size=10, permc_spec=3) - error0 = numerix.sqrt(numerix.sum((L * x - b)**2)) - for iteration in range(min(self.iterations, 10)): - errorVector = L * x - b + residualVector = L * x - b + + residual = numerix.L2norm(residualVector) + if iteration == 0: + residual0 = residual - if numerix.sqrt(numerix.sum(errorVector**2)) <= self.tolerance * error0: + if residual <= self.tolerance * residual0: break - xError = LU.solve(errorVector) + xError = LU.solve(residualVector) x[:] = x - xError - self.status['iterations'] = iteration - self.status['scaled residual'] = numerix.sqrt(numerix.sum(errorVector**2)) / error0 - # never fails? - self.status['result'] = "Success" + self._setConvergence(suite="scipy", + code=0, + iterations=iteration+1, + residual=residual) - self._log.debug('iterations: %d / %d', iteration+1, self.iterations) - self._log.debug('residual: %s', numerix.sqrt(numerix.sum(errorVector**2))) + self.convergence.warn() return x diff --git a/fipy/solvers/scipy/scipyConvergence.py b/fipy/solvers/scipy/scipyConvergence.py new file mode 100644 index 0000000000..94f2cfb05c --- /dev/null +++ b/fipy/solvers/scipy/scipyConvergence.py @@ -0,0 +1,23 @@ +from ..convergence import (Convergence, IterationDivergence, + BreakdownDivergence) + +class SciPy_Convergence(Convergence): + """ + """ + status_code = 0 + status_name = "SCIPY_SUCCESS" + suite = "scipy" + +class SciPy_BreakdownDivergence(BreakdownDivergence): + """ + """ + status_code = -1 + status_name = "SCIPY_ILLEGAL/BREAKDOWN" + suite = "scipy" + +class SciPy_IterationDivergence(IterationDivergence): + """ + """ + status_code = +1 + status_name = "SCIPY_MAXIT" + suite = "scipy" diff --git a/fipy/solvers/scipy/scipyKrylovSolver.py b/fipy/solvers/scipy/scipyKrylovSolver.py index fb4e7f7cf4..7eb29edff4 100644 --- a/fipy/solvers/scipy/scipyKrylovSolver.py +++ b/fipy/solvers/scipy/scipyKrylovSolver.py @@ -7,8 +7,7 @@ import warnings from .scipySolver import _ScipySolver -from fipy.solvers import (MaximumIterationWarning, - IllegalInputOrBreakdownWarning) +from fipy.tools import numerix class _ScipyKrylovSolver(_ScipySolver): """ @@ -35,28 +34,12 @@ def _solve_(self, L, x, b): atol='legacy', callback=self._countIterations) - self.status['iterations'] = self.actualIterations - if info == 0: - self.status['result'] = "Success" - elif info < 0: - self.status['result'] = IllegalInputOrBreakdownWarning.__class__.__name__ - elif info > 0: - self.status['result'] = MaximumIterationWarning.__class__.__name__ + self._setConvergence(suite="scipy", + code=numerix.sign(info), + actual_code=info, + iterations=self.actualIterations, + residual=0.) - self._raiseWarning(info, self.actualIterations, 0.) - - if info < 0: - self._log.debug('failure: %s', self._warningList[info].__class__.__name__) + self.convergence.warn() return x - - def _raiseWarning(self, info, iter, relres): - # 0 : successful exit - # >0 : convergence to tolerance not achieved, number of iterations - # <0 : illegal input or breakdown - - if info < 0: - # is stacklevel=5 always what's needed to get to the user's scope? - warnings.warn(IllegalInputOrBreakdownWarning(self, iter, relres), stacklevel=5) - elif info > 0: - warnings.warn(MaximumIterationWarning(self, iter, relres), stacklevel=5) diff --git a/fipy/solvers/solver.py b/fipy/solvers/solver.py index c835ade45c..7f9934293d 100644 --- a/fipy/solvers/solver.py +++ b/fipy/solvers/solver.py @@ -18,8 +18,10 @@ __docformat__ = 'restructuredtext' import logging +import warnings from fipy.tools import numerix +from .convergence import ConvergenceBase __all__ = ["SolverConvergenceWarning", "NormalConvergence", "MaximumIterationWarning", "PreconditionerWarning", "IllConditionedPreconditionerWarning", @@ -118,8 +120,6 @@ def __init__(self, tolerance=1e-10, iterations=1000, precon=None): self.preconditioner = precon - self.status = dict() - self._log = logging.getLogger(self.__class__.__module__ + "." + self.__class__.__name__) @@ -134,6 +134,15 @@ def _solve(self): def _solve_(self, L, x, b): raise NotImplementedError + def _setConvergence(self, suite, code, iterations, residual, actual_code=None, **kwargs): + cls = ConvergenceBase.code_registry[(suite, code)] + self.convergence = cls(solver=self, + iterations=iterations, + residual=residual, + criterion=None, + actual_code=actual_code, + **kwargs) + def _applyUnderRelaxation(self, underRelaxation=None): if underRelaxation is not None: self.matrix.putDiagonal(numerix.asarray(self.matrix.takeDiagonal()) / underRelaxation) diff --git a/fipy/solvers/trilinos/__init__.py b/fipy/solvers/trilinos/__init__.py index 7688610746..623667456f 100644 --- a/fipy/solvers/trilinos/__init__.py +++ b/fipy/solvers/trilinos/__init__.py @@ -59,6 +59,8 @@ def _dealWithTrilinosImportPathologies(): from .trilinosMLTest import * +from . import aztecConvergence + DefaultSolver = LinearGMRESSolver DefaultAsymmetricSolver = LinearGMRESSolver DummySolver = DefaultSolver diff --git a/fipy/solvers/trilinos/aztecConvergence.py b/fipy/solvers/trilinos/aztecConvergence.py new file mode 100644 index 0000000000..2d05105cbc --- /dev/null +++ b/fipy/solvers/trilinos/aztecConvergence.py @@ -0,0 +1,48 @@ +from PyTrilinos import AztecOO + +from ..convergence import (Convergence, Divergence, + BreakdownDivergence, + IllConditionedDivergence, + IterationDivergence) + +class AZ_NormalConvergence(Convergence): + """ + """ + status_code = AztecOO.AZ_normal + status_name = "AZ_normal" + suite = "trilinos" + +class AZ_ParameterDivergence(Divergence): + """ + """ + status_code = AztecOO.AZ_param + status_name = "AZ_param" + suite = "trilinos" + +class AZ_BreakdownDivergence(BreakdownDivergence): + """ + """ + status_code = AztecOO.AZ_breakdown + status_name = "AZ_breakdown" + suite = "trilinos" + +class AZ_LossOfAccuracyDivergence(Divergence): + """ + """ + status_code = AztecOO.AZ_loss + status_name = "AZ_loss" + suite = "trilinos" + +class AZ_IllConditionedDivergence(IllConditionedDivergence): + """ + """ + status_code = AztecOO.AZ_ill_cond + status_name = "AZ_ill_cond" + suite = "trilinos" + +class AZ_IterationDivergence(IterationDivergence): + """ + """ + status_code = AztecOO.AZ_maxits + status_name = "AZ_maxits" + suite = "trilinos" diff --git a/fipy/solvers/trilinos/linearLUSolver.py b/fipy/solvers/trilinos/linearLUSolver.py index 564d3a531f..df7b35e795 100644 --- a/fipy/solvers/trilinos/linearLUSolver.py +++ b/fipy/solvers/trilinos/linearLUSolver.py @@ -3,6 +3,7 @@ from builtins import range __docformat__ = 'restructuredtext' +from PyTrilinos import AztecOO from PyTrilinos import Epetra from PyTrilinos import Amesos @@ -46,35 +47,34 @@ def __init__(self, tolerance=1e-10, iterations=10, precon=None, maxIterations=10 def _solve_(self, L, x, b): for iteration in range(self.iterations): - # errorVector = L*x - b - errorVector = Epetra.Vector(L.RangeMap()) - L.Multiply(False, x, errorVector) + # residualVector = L*x - b + residualVector = Epetra.Vector(L.RangeMap()) + L.Multiply(False, x, residualVector) # If A is an Epetra.Vector with map M # and B is an Epetra.Vector with map M # and C = A - B # then C is an Epetra.Vector with *no map* !!!?!?! - errorVector -= b - - tol = errorVector.Norm1() + residualVector -= b + residual = residualVector.Norm2() if iteration == 0: - tol0 = tol + residual0 = residual - if (tol / tol0) <= self.tolerance: + if residual <= self.tolerance * residual0: break xError = Epetra.Vector(L.RowMap()) - Problem = Epetra.LinearProblem(L, xError, errorVector) + Problem = Epetra.LinearProblem(L, xError, residualVector) Solver = self.Factory.Create(text_to_native_str("Klu"), Problem) Solver.Solve() x[:] = x - xError - self.status['iterations'] = iteration - self.status['scaled residual'] = tol / tol0 - # never fails? - self.status['result'] = "Success" + self._setConvergence(suite="trilinos" + code=AztecOO.AZ_normal, + iterations=iteration+1, + residual=residual) + + self.convergence.warn() - self._log.debug('iterations: %d / %d', iteration+1, self.iterations) - self._log.debug('residual: %s', errorVector.Norm2()) diff --git a/fipy/solvers/trilinos/trilinosAztecOOSolver.py b/fipy/solvers/trilinos/trilinosAztecOOSolver.py index 7fc60be1cd..b94140c0ae 100644 --- a/fipy/solvers/trilinos/trilinosAztecOOSolver.py +++ b/fipy/solvers/trilinos/trilinosAztecOOSolver.py @@ -3,21 +3,8 @@ from PyTrilinos import AztecOO -_reason = {AztecOO.AZ_normal : 'AztecOO.AZ_normal', - AztecOO.AZ_param : 'AztecOO.AZ_param', - AztecOO.AZ_breakdown : 'AztecOO.AZ_breakdown', - AztecOO.AZ_loss : 'AztecOO.AZ_loss', - AztecOO.AZ_ill_cond : 'AztecOO.AZ_ill_cond', - AztecOO.AZ_maxits : 'AztecOO.AZ_maxits'} - from .trilinosSolver import TrilinosSolver from .preconditioners.jacobiPreconditioner import JacobiPreconditioner -from fipy.solvers import (NormalConvergence, - ParameterWarning, - BreakdownWarning, - LossOfPrecisionWarning, - MatrixIllConditionedWarning, - MaximumIterationWarning) __all__ = ["TrilinosAztecOOSolver"] from future.utils import text_to_native_str @@ -31,12 +18,6 @@ class TrilinosAztecOOSolver(TrilinosSolver): """ - AZ_r0 = AztecOO.AZ_r0 - AZ_rhs = AztecOO.AZ_rhs - AZ_Anorm = AztecOO.AZ_Anorm - AZ_noscaled = AztecOO.AZ_noscaled - AZ_sol = AztecOO.AZ_sol - @property def convergenceCheck(self): """Residual expression to compare to `tolerance`. @@ -65,7 +46,6 @@ def __init__(self, tolerance=1e-10, iterations=1000, precon=JacobiPreconditioner TrilinosSolver.__init__(self, tolerance=tolerance, iterations=iterations, precon=None) self.preconditioner = precon - self._convergenceCheck = None def _solve_(self, L, x, b): @@ -92,37 +72,15 @@ def _solve_(self, L, x, b): status = Solver.GetAztecStatus() - # normalize across solver packages - self.status['iterations'] = status[AztecOO.AZ_its] - self.status['residual'] = status[AztecOO.AZ_r] - self.status['scaled residual'] = status[AztecOO.AZ_scaled_r] - self.status['convergence residual'] = status[AztecOO.AZ_rec_r] - self.status['solve time'] = status[AztecOO.AZ_solve_time] - self.status['Aztec version'] = status[AztecOO.AZ_Aztec_version] - self.status['result'] = self._warningDict[status[AztecOO.AZ_why]].__class__.__name__ - - self._raiseWarning(status[AztecOO.AZ_why], - status[AztecOO.AZ_its], - status[AztecOO.AZ_scaled_r]) - - self._log.debug('iterations: %d / %d', status[AztecOO.AZ_its], self.iterations) - self._log.debug('failure: %s', _reason[status[AztecOO.AZ_why]]) - self._log.debug('AztecOO.AZ_r: %s', status[AztecOO.AZ_r]) - self._log.debug('AztecOO.AZ_scaled_r: %s', status[AztecOO.AZ_scaled_r]) - self._log.debug('AztecOO.AZ_solve_time: %s', status[AztecOO.AZ_solve_time]) - self._log.debug('AztecOO.AZ_Aztec_version: %s', status[AztecOO.AZ_Aztec_version]) + self._setConvergence(suite="trilinos" + code=int(status[AztecOO.AZ_why]), + iterations=status[AztecOO.AZ_its], + residual=status[AztecOO.AZ_r], + scaled_residual=status[AztecOO.AZ_scaled_r], + convergence_residual=status[AztecOO.AZ_rec_r], + solve_time=status[AztecOO.AZ_solve_time], + Aztec_version=status[AztecOO.AZ_Aztec_version]) - return output + self.convergence.warn() - _warningDict = {AztecOO.AZ_normal : NormalConvergence, - AztecOO.AZ_param : ParameterWarning, - AztecOO.AZ_breakdown : BreakdownWarning, - AztecOO.AZ_loss : LossOfPrecisionWarning, - AztecOO.AZ_ill_cond : MatrixIllConditionedWarning, - AztecOO.AZ_maxits : MaximumIterationWarning} - - def _raiseWarning(self, info, iter, relres): - if info != AztecOO.AZ_normal: - # is stacklevel=5 always what's needed to get to the user's scope? - import warnings - warnings.warn(self._warningDict[info](self, iter, relres), stacklevel=5) + return output From 19f1ad62015bc0707b671a4a6f3771f3e60d099f Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 5 Jul 2022 21:55:29 -0400 Subject: [PATCH 047/303] Drop archaic `maxIterations` argument --- fipy/solvers/pysparse/linearLUSolver.py | 9 +++------ fipy/solvers/trilinos/linearLUSolver.py | 3 +-- 2 files changed, 4 insertions(+), 8 deletions(-) diff --git a/fipy/solvers/pysparse/linearLUSolver.py b/fipy/solvers/pysparse/linearLUSolver.py index e1b21ec7ba..ea4cf75838 100644 --- a/fipy/solvers/pysparse/linearLUSolver.py +++ b/fipy/solvers/pysparse/linearLUSolver.py @@ -27,8 +27,7 @@ class LinearLUSolver(PysparseSolver): """ - def __init__(self, tolerance=1e-10, iterations=10, - maxIterations=10, precon=None): + def __init__(self, tolerance=1e-10, iterations=10, precon=None): """ Creates a `LinearLUSolver`. @@ -42,10 +41,8 @@ def __init__(self, tolerance=1e-10, iterations=10, *ignored* """ - iterations = min(iterations, maxIterations) - - super(LinearLUSolver, self).__init__(tolerance = tolerance, - iterations = iterations) + super(LinearLUSolver, self).__init__(tolerance=tolerance, + iterations=iterations) def _solve_(self, L, x, b): diag = L.takeDiagonal() diff --git a/fipy/solvers/trilinos/linearLUSolver.py b/fipy/solvers/trilinos/linearLUSolver.py index df7b35e795..90ed4eb660 100644 --- a/fipy/solvers/trilinos/linearLUSolver.py +++ b/fipy/solvers/trilinos/linearLUSolver.py @@ -20,7 +20,7 @@ class LinearLUSolver(TrilinosSolver): """ - def __init__(self, tolerance=1e-10, iterations=10, precon=None, maxIterations=10): + def __init__(self, tolerance=1e-10, precon=None, iterations=10): """ Parameters ---------- @@ -32,7 +32,6 @@ def __init__(self, tolerance=1e-10, iterations=10, precon=None, maxIterations=10 *ignored* """ - iterations = min(iterations, maxIterations) TrilinosSolver.__init__(self, tolerance=tolerance, iterations=iterations, precon=None) From 6eb727ad7a69691f9509df5dd1fc919fdbc33ae1 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 6 Jul 2022 15:32:03 -0400 Subject: [PATCH 048/303] Allow specifying criterion Allow selection from criteria supported by particular solver suite --- fipy/solvers/petsc/petscKrylovSolver.py | 18 ++++++++-- fipy/solvers/pyamgx/pyAMGXSolver.py | 16 +++++++-- fipy/solvers/pysparse/linearCGSSolver.py | 27 ++++++++++---- fipy/solvers/pysparse/linearGMRESSolver.py | 28 +++++++++++---- fipy/solvers/pysparse/linearInitialSolver.py | 35 +++++++++++++++++++ fipy/solvers/pysparse/linearJORSolver.py | 31 ++++++++++------ fipy/solvers/pysparse/linearLUSolver.py | 14 ++++++-- fipy/solvers/pysparse/linearPCGSolver.py | 30 +++++++++++++--- fipy/solvers/pysparse/linearRHSSolver.py | 35 +++++++++++++++++++ fipy/solvers/scipy/linearBicgstabSolver.py | 15 +------- fipy/solvers/scipy/linearCGSSolver.py | 15 +------- fipy/solvers/scipy/linearGMRESSolver.py | 15 +------- fipy/solvers/scipy/linearPCGSolver.py | 15 +------- fipy/solvers/scipy/scipyKrylovSolver.py | 3 +- fipy/solvers/scipy/scipySolver.py | 26 ++++++++++++++ fipy/solvers/solver.py | 14 ++++++-- fipy/solvers/trilinos/linearLUSolver.py | 16 ++++++--- .../solvers/trilinos/trilinosAztecOOSolver.py | 34 +++++++++--------- 18 files changed, 270 insertions(+), 117 deletions(-) create mode 100644 fipy/solvers/pysparse/linearInitialSolver.py create mode 100644 fipy/solvers/pysparse/linearRHSSolver.py diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index e5b0aa7d27..fd7344923f 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -16,13 +16,24 @@ class PETScKrylovSolver(PETScSolver): It provides the code to call all Krylov solvers from the PETSc package. """ - - def __init__(self, tolerance=1e-10, iterations=1000, precon=None): + + criteria = { + "default": PETSc.KSP.NormType.DEFAULT + "preconditioned": PETSc.KSP.NormType.PRECONDITIONED, + "initial": PETSc.KSP.NormType.UNPRECONDITIONED, + "natural": PETSc.KSP.NormType.NATURAL, + } + + def __init__(self, tolerance=1e-10, criterion="default", + iterations=1000, precon=None): """ Parameters ---------- tolerance : float Required error tolerance. + criterion : {'default', 'initial', 'preconditioned', 'natural'} + Interpretation of ``tolerance``. + See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. precon : str @@ -32,7 +43,7 @@ def __init__(self, tolerance=1e-10, iterations=1000, precon=None): if self.__class__ is PETScKrylovSolver: raise NotImplementedError("can't instantiate abstract base class") - PETScSolver.__init__(self, tolerance=tolerance, + PETScSolver.__init__(self, tolerance=tolerance, criterion=criterion, iterations=iterations, precon=precon) def _solve_(self, L, x, b): @@ -42,6 +53,7 @@ def _solve_(self, L, x, b): if self.preconditioner is not None: ksp.getPC().setType(self.preconditioner) ksp.setTolerances(rtol=self.tolerance, max_it=self.iterations) + ksp.setNormType(self.criteria[self.criterion]) L.assemble() ksp.setOperators(L) ksp.setFromOptions() diff --git a/fipy/solvers/pyamgx/pyAMGXSolver.py b/fipy/solvers/pyamgx/pyAMGXSolver.py index 444f1cfe60..4ea8cce502 100644 --- a/fipy/solvers/pyamgx/pyAMGXSolver.py +++ b/fipy/solvers/pyamgx/pyAMGXSolver.py @@ -14,8 +14,14 @@ class PyAMGXSolver(Solver): - def __init__(self, config_dict, tolerance=1e-10, iterations=2000, - precon=None, smoother=None, **kwargs): + criteria = { + "default": "RELATIVE_INI_CORE", + "unscaled": "ABSOLUTE", + "initial": "RELATIVE_INI_CORE", + } + + def __init__(self, config_dict, tolerance=1e-10, criterion="default", + iterations=2000, precon=None, smoother=None, **kwargs): """ Parameters ---------- @@ -23,6 +29,9 @@ def __init__(self, config_dict, tolerance=1e-10, iterations=2000, AMGX configuration options tolerance : float Required error tolerance. + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'solution'} + Interpretation of ``tolerance``. + See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. precon : ~fipy.solvers.pyamgx.preconditioners.preconditioners.Preconditioner, optional @@ -37,6 +46,7 @@ def __init__(self, config_dict, tolerance=1e-10, iterations=2000, config_dict["solver"]["preconditioner"] = precon if smoother: config_dict["solver"]["smoother"] = smoother + config_dict["solver"]["convergence"] = self.criteria[criterion] config_dict["solver"].update(kwargs) # create AMGX objects: @@ -47,7 +57,7 @@ def __init__(self, config_dict, tolerance=1e-10, iterations=2000, self.A_gpu = pyamgx.Matrix().create(self.resources) self.solver = pyamgx.Solver().create(self.resources, self.cfg) - super(PyAMGXSolver, self).__init__(tolerance=tolerance, iterations=iterations) + super(PyAMGXSolver, self).__init__(tolerance=tolerance, criterion=criterion, iterations=iterations) def __exit__(self, *args): # destroy AMGX objects: diff --git a/fipy/solvers/pysparse/linearCGSSolver.py b/fipy/solvers/pysparse/linearCGSSolver.py index 7ff7f5d132..46dc4487e1 100644 --- a/fipy/solvers/pysparse/linearCGSSolver.py +++ b/fipy/solvers/pysparse/linearCGSSolver.py @@ -2,16 +2,17 @@ __docformat__ = 'restructuredtext' import sys +import warnings from pysparse.itsolvers import krylov -from fipy.solvers.pysparse.pysparseSolver import PysparseSolver +from .linearRHSSolver import LinearRHSSolver __all__ = ["LinearCGSSolver"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class LinearCGSSolver(PysparseSolver): +class LinearCGSSolver(LinearRHSSolver): """ @@ -27,13 +28,25 @@ class LinearCGSSolver(PysparseSolver): """ - def __init__(self, precon=None, *args, **kwargs): + solveFnc = staticmethod(krylov.cgs) + + def __init__(self, tolerance=1e-10, criterion="default", + iterations=1000, precon=None): """ + Create a `LinearCGSSolver` object. + Parameters ---------- - precon : ~fipy.solvers.pysparse.preconditioners.preconditioner.Preconditioner, optional + tolerance : float + Required error tolerance. + criterion : {'default', 'RHS'} + Interpretation of ``tolerance``. + See :ref:`CONVERGENCE` for more information. + iterations : int + Maximum number of iterative steps to perform. + precon : ~fipy.solvers.pysparse.preconditioners.preconditioner.Preconditioner + Preconditioner to use. """ - import warnings warnings.warn("The Pysparse CGS solver may return incorrect results for some matrices", UserWarning) - super(LinearCGSSolver, self).__init__(precon=precon, *args, **kwargs) - self.solveFnc = krylov.cgs + super(LinearCGSSolver, self).__init__(tolerance=tolerance, criterion=criterion, + iterations=iterations, precon=precon) diff --git a/fipy/solvers/pysparse/linearGMRESSolver.py b/fipy/solvers/pysparse/linearGMRESSolver.py index 88920c0fe7..ee46521f44 100644 --- a/fipy/solvers/pysparse/linearGMRESSolver.py +++ b/fipy/solvers/pysparse/linearGMRESSolver.py @@ -3,14 +3,14 @@ from pysparse.itsolvers import krylov -from fipy.solvers.pysparse.preconditioners import JacobiPreconditioner -from fipy.solvers.pysparse.pysparseSolver import PysparseSolver +from .linearInitialSolver import LinearInitialSolver +from .preconditioners import JacobiPreconditioner __all__ = ["LinearGMRESSolver"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class LinearGMRESSolver(PysparseSolver): +class LinearGMRESSolver(LinearInitialSolver): """ The `LinearGMRESSolver` solves a linear system of equations using the @@ -25,11 +25,25 @@ class LinearGMRESSolver(PysparseSolver): """ - def __init__(self, precon=JacobiPreconditioner(), *args, **kwargs): + solveFnc = staticmethod(krylov.gmres) + + def __init__(self, tolerance=1e-10, criterion="default", + iterations=1000, precon=JacobiPreconditioner()): """ + Create a `LinearGMRESSolver` object. + Parameters ---------- - precon : ~fipy.solvers.pysparse.preconditioners.preconditioner.Preconditioner, optional + tolerance : float + Required error tolerance. + criterion : {'default', 'initial'} + Interpretation of ``tolerance``. + See :ref:`CONVERGENCE` for more information. + iterations : int + Maximum number of iterative steps to perform. + precon : ~fipy.solvers.pysparse.preconditioners.preconditioner.Preconditioner + Preconditioner to use. + (default :class:`fipy.solvers.pysparse.preconditioners.JacobiPreconditioner`). """ - super(LinearGMRESSolver, self).__init__(precon=precon, *args, **kwargs) - self.solveFnc = krylov.gmres + super(LinearGMRESSolver, self).__init__(tolerance=tolerance, criterion=criterion, + iterations=iterations, precon=precon) diff --git a/fipy/solvers/pysparse/linearInitialSolver.py b/fipy/solvers/pysparse/linearInitialSolver.py new file mode 100644 index 0000000000..de6447dcb0 --- /dev/null +++ b/fipy/solvers/pysparse/linearInitialSolver.py @@ -0,0 +1,35 @@ +from __future__ import unicode_literals +__docformat__ = 'restructuredtext' + +from .pysparseSolver import PysparseSolver + +class LinearInitialSolver(PysparseSolver): + """Wrapper for solvers that normalize the residual by the initial value. + + .. attention:: This class is abstract. Always create one of its subclasses. + """ + + criteria = { + "default": None, + "initial": None + } + + def __init__(self, tolerance=1e-10, criterion="default", + iterations=1000, precon=None): + """ + Create a `Solver` object. + + Parameters + ---------- + tolerance : float + Required error tolerance. + criterion : {'default', 'initial'} + Interpretation of ``tolerance``. + See :ref:`CONVERGENCE` for more information. + iterations : int + Maximum number of iterative steps to perform. + precon : ~fipy.solvers.pysparse.preconditioners.preconditioner.Preconditioner + Preconditioner to use. + """ + super(LinearInitialSolver, self).__init__(tolerance=tolerance, criterion=criterion, + iterations=iterations, precon=precon) diff --git a/fipy/solvers/pysparse/linearJORSolver.py b/fipy/solvers/pysparse/linearJORSolver.py index 26b09befd5..9e2c107014 100644 --- a/fipy/solvers/pysparse/linearJORSolver.py +++ b/fipy/solvers/pysparse/linearJORSolver.py @@ -19,21 +19,31 @@ class LinearJORSolver(PysparseSolver): non-symmetric coefficient matrix. """ - def __init__(self, tolerance=1e-10, iterations=1000, relaxation=1.0): + + criteria = { + "default": None, + "unscaled": None + } + + def __init__(self, tolerance=1e-10, criterion="default", + iterations=1000, relaxation=1.0): """ - The `Solver` class should not be invoked directly. + Create a `LinearJORSolver` object. Parameters ---------- tolerance : float Required error tolerance. + criterion : {'default', 'unscaled'} + Interpretation of ``tolerance``. + See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. relaxation : float Fraction of update to apply """ - super(LinearJORSolver, self).__init__(tolerance=tolerance, - iterations=iterations) + super(LinearJORSolver, self).__init__(tolerance=tolerance, criterion=criterion, + iterations=iterations, precon=None) self.relaxation = relaxation def _solve_(self, L, x, b): @@ -47,16 +57,17 @@ def _solve_(self, L, x, b): xold = x.copy() for iteration in range(self.iterations): - if tol <= self.tolerance: - break + residual = numerix.L2norm(L * x - b) - residual = L * x - b + if residual <= self.tolerance: + break xold[:] = x x[:] = (-(LU) * x + b) / d x[:] = xold + self.relaxation * (x - xold) - tol = max(abs(residual)) - - print(iteration, tol) + self._setConvergence(suite="pysparse", + code=0, + iterations=iteration+1, + residual=residual) diff --git a/fipy/solvers/pysparse/linearLUSolver.py b/fipy/solvers/pysparse/linearLUSolver.py index ea4cf75838..6ae9d99a3a 100644 --- a/fipy/solvers/pysparse/linearLUSolver.py +++ b/fipy/solvers/pysparse/linearLUSolver.py @@ -27,7 +27,13 @@ class LinearLUSolver(PysparseSolver): """ - def __init__(self, tolerance=1e-10, iterations=10, precon=None): + criteria = { + "default": None, + "initial": None + } + + def __init__(self, tolerance=1e-10, criterion="default", + iterations=10, precon=None): """ Creates a `LinearLUSolver`. @@ -35,13 +41,15 @@ def __init__(self, tolerance=1e-10, iterations=10, precon=None): ---------- tolerance : float Required error tolerance. + criterion : {'default', 'initial'} + Interpretation of ``tolerance``. + See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. precon : ~fipy.solvers.pysparse.preconditioners.preconditioner.Preconditioner *ignored* """ - - super(LinearLUSolver, self).__init__(tolerance=tolerance, + super(LinearLUSolver, self).__init__(tolerance=tolerance, criterion=criterion, iterations=iterations) def _solve_(self, L, x, b): diff --git a/fipy/solvers/pysparse/linearPCGSolver.py b/fipy/solvers/pysparse/linearPCGSolver.py index 8291e53668..84b4f4578e 100644 --- a/fipy/solvers/pysparse/linearPCGSolver.py +++ b/fipy/solvers/pysparse/linearPCGSolver.py @@ -3,14 +3,14 @@ from pysparse.itsolvers import krylov -from fipy.solvers.pysparse.preconditioners import SsorPreconditioner -from fipy.solvers.pysparse.pysparseSolver import PysparseSolver +from .linearRHSSolver import LinearRHSSolver +from .preconditioners import SsorPreconditioner __all__ = ["LinearPCGSolver"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class LinearPCGSolver(PysparseSolver): +class LinearPCGSolver(LinearRHSSolver): """ The `LinearPCGSolver` solves a linear system of equations using the @@ -27,6 +27,8 @@ class LinearPCGSolver(PysparseSolver): """ + solveFnc = staticmethod(krylov.pcg) + def __init__(self, precon=SsorPreconditioner(), *args, **kwargs): """ Parameters @@ -34,7 +36,27 @@ def __init__(self, precon=SsorPreconditioner(), *args, **kwargs): precon : ~fipy.solvers.pysparse.preconditioners.preconditioner.Preconditioner, optional """ super(LinearPCGSolver, self).__init__(precon=precon, *args, **kwargs) - self.solveFnc = krylov.pcg + + def __init__(self, tolerance=1e-10, criterion="default", + iterations=1000, precon=SsorPreconditioner()): + """ + Create a `LinearPCGSolver` object. + + Parameters + ---------- + tolerance : float + Required error tolerance. + criterion : {'default', 'RHS'} + Interpretation of ``tolerance``. + See :ref:`CONVERGENCE` for more information. + iterations : int + Maximum number of iterative steps to perform. + precon : ~fipy.solvers.pysparse.preconditioners.preconditioner.Preconditioner + Preconditioner to use + (default :class:`fipy.solvers.pysparse.preconditioners.SsorPreconditioner`). + """ + super(LinearPCGSolver, self).__init__(tolerance=tolerance, criterion=criterion, + iterations=iterations, precon=precon) def _canSolveAsymmetric(self): return False diff --git a/fipy/solvers/pysparse/linearRHSSolver.py b/fipy/solvers/pysparse/linearRHSSolver.py new file mode 100644 index 0000000000..eca4288c95 --- /dev/null +++ b/fipy/solvers/pysparse/linearRHSSolver.py @@ -0,0 +1,35 @@ +from __future__ import unicode_literals +__docformat__ = 'restructuredtext' + +from .pysparseSolver import PysparseSolver + +class LinearRHSSolver(PysparseSolver): + """Wrapper for solvers that normalize the residual by the right-hand-side. + + .. attention:: This class is abstract. Always create one of its subclasses. + """ + + criteria = { + "default": None, + "RHS": None + } + + def __init__(self, tolerance=1e-10, criterion="default", + iterations=1000, precon=None): + """ + Create a `Solver` object. + + Parameters + ---------- + tolerance : float + Required error tolerance. + criterion : {'default', 'RHS'} + Interpretation of ``tolerance``. + See :ref:`CONVERGENCE` for more information. + iterations : int + Maximum number of iterative steps to perform. + precon : ~fipy.solvers.pysparse.preconditioners.preconditioner.Preconditioner + Preconditioner to use. + """ + super(LinearRHSSolver, self).__init__(tolerance=tolerance, criterion=criterion, + iterations=iterations, precon=precon) diff --git a/fipy/solvers/scipy/linearBicgstabSolver.py b/fipy/solvers/scipy/linearBicgstabSolver.py index 2e66b1cca5..b50d78cd9c 100644 --- a/fipy/solvers/scipy/linearBicgstabSolver.py +++ b/fipy/solvers/scipy/linearBicgstabSolver.py @@ -14,17 +14,4 @@ class LinearBicgstabSolver(_ScipyKrylovSolver): Scipy, with no preconditioning by default. """ - def __init__(self, tolerance=1e-15, iterations=2000, precon=None): - """ - Parameters - ---------- - tolerance : float - Required error tolerance. - iterations : int - Maximum number of iterative steps to perform. - precon - Preconditioner to use. - """ - - super(LinearBicgstabSolver, self).__init__(tolerance=tolerance, iterations=iterations, precon=precon) - self.solveFnc = bicgstab + solveFnc = staticmethod(bicgstab) diff --git a/fipy/solvers/scipy/linearCGSSolver.py b/fipy/solvers/scipy/linearCGSSolver.py index 306d9bd9ce..66f3d25690 100644 --- a/fipy/solvers/scipy/linearCGSSolver.py +++ b/fipy/solvers/scipy/linearCGSSolver.py @@ -15,17 +15,4 @@ class LinearCGSSolver(_ScipyKrylovSolver): with no preconditioning by default. """ - def __init__(self, tolerance=1e-15, iterations=2000, precon=None): - """ - Parameters - ---------- - tolerance : float - Required error tolerance. - iterations : int - Maximum number of iterative steps to perform. - precon - Preconditioner to use. - """ - - super(LinearCGSSolver, self).__init__(tolerance=tolerance, iterations=iterations, precon=precon) - self.solveFnc = cgs + solveFnc = staticmethod(cgs) diff --git a/fipy/solvers/scipy/linearGMRESSolver.py b/fipy/solvers/scipy/linearGMRESSolver.py index 0fb9320413..e525f34092 100644 --- a/fipy/solvers/scipy/linearGMRESSolver.py +++ b/fipy/solvers/scipy/linearGMRESSolver.py @@ -15,17 +15,4 @@ class LinearGMRESSolver(_ScipyKrylovSolver): Scipy, with no preconditioning by default. """ - def __init__(self, tolerance=1e-15, iterations=2000, precon=None): - """ - Parameters - ---------- - tolerance : float - Required error tolerance. - iterations : int - Maximum number of iterative steps to perform. - precon - Preconditioner to use. - """ - - super(LinearGMRESSolver, self).__init__(tolerance=tolerance, iterations=iterations, precon=precon) - self.solveFnc = gmres + solveFnc = staticmethod(gmres) diff --git a/fipy/solvers/scipy/linearPCGSolver.py b/fipy/solvers/scipy/linearPCGSolver.py index 7c7ad9ef86..7ed027225d 100644 --- a/fipy/solvers/scipy/linearPCGSolver.py +++ b/fipy/solvers/scipy/linearPCGSolver.py @@ -15,20 +15,7 @@ class LinearPCGSolver(_ScipyKrylovSolver): with no preconditioning by default. """ - def __init__(self, tolerance=1e-15, iterations=2000, precon=None): - """ - Parameters - ---------- - tolerance : float - Required error tolerance. - iterations : int - Maximum number of iterative steps to perform. - precon - Preconditioner to use. - """ - - super(LinearPCGSolver, self).__init__(tolerance=tolerance, iterations=iterations, precon=precon) - self.solveFnc = cg + solveFnc = staticmethod(cg) def _canSolveAsymmetric(self): return False diff --git a/fipy/solvers/scipy/scipyKrylovSolver.py b/fipy/solvers/scipy/scipyKrylovSolver.py index 7eb29edff4..68f6b6ebba 100644 --- a/fipy/solvers/scipy/scipyKrylovSolver.py +++ b/fipy/solvers/scipy/scipyKrylovSolver.py @@ -32,7 +32,8 @@ def _solve_(self, L, x, b): maxiter=self.iterations, M=M, atol='legacy', - callback=self._countIterations) + callback=self._countIterations, + callback_type='legacy') self._setConvergence(suite="scipy", code=numerix.sign(info), diff --git a/fipy/solvers/scipy/scipySolver.py b/fipy/solvers/scipy/scipySolver.py index d4117cc5f7..54531ba74f 100644 --- a/fipy/solvers/scipy/scipySolver.py +++ b/fipy/solvers/scipy/scipySolver.py @@ -14,6 +14,32 @@ class _ScipySolver(Solver): .. attention:: This class is abstract. Always create one of its subclasses. """ + criteria = { + "default": None, + "RHS": None + } + + def __init__(self, tolerance=1e-10, criterion="initial", + iterations=1000, precon=None): + """ + Create a `Solver` object. + + Parameters + ---------- + tolerance : float + Required error tolerance. + criterion : {'default', 'RHS'} + Interpretation of ``tolerance``. + See :ref:`CONVERGENCE` for more information. + iterations : int + Maximum number of iterative steps to perform. + precon + Preconditioner to use. Not all solver suites support + preconditioners. + """ + super(_ScipySolver, self).__init__(tolerance=tolerance, criterion=criterion, + iterations=iterations, precon=precon) + @property def _matrixClass(self): return _ScipyMeshMatrix diff --git a/fipy/solvers/solver.py b/fipy/solvers/solver.py index 7f9934293d..8beac6a2bc 100644 --- a/fipy/solvers/solver.py +++ b/fipy/solvers/solver.py @@ -91,6 +91,7 @@ def __str__(self): return "Numerical loss of precision occurred. Iterations: {0}. Relative error: {1}".format(self.iter, self.relres) + class Solver(object): """ The base `LinearXSolver` class. @@ -98,7 +99,12 @@ class Solver(object): .. attention:: This class is abstract. Always create one of its subclasses. """ - def __init__(self, tolerance=1e-10, iterations=1000, precon=None): + criteria = { + "default": None + } + + def __init__(self, tolerance=1e-10, criterion="default", + iterations=1000, precon=None): """ Create a `Solver` object. @@ -106,6 +112,9 @@ def __init__(self, tolerance=1e-10, iterations=1000, precon=None): ---------- tolerance : float Required error tolerance. + criterion : {'default', 'initial', 'unscaled', 'RHS', 'matrix', 'solution', 'preconditioned', 'natural'} + Interpretation of ``tolerance``. + See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. precon @@ -116,6 +125,7 @@ def __init__(self, tolerance=1e-10, iterations=1000, precon=None): raise NotImplementedError("can't instantiate abstract base class") self.tolerance = tolerance + self.criterion = criterion self.iterations = iterations self.preconditioner = precon @@ -139,7 +149,7 @@ def _setConvergence(self, suite, code, iterations, residual, actual_code=None, * self.convergence = cls(solver=self, iterations=iterations, residual=residual, - criterion=None, + criterion=self.criterion, actual_code=actual_code, **kwargs) diff --git a/fipy/solvers/trilinos/linearLUSolver.py b/fipy/solvers/trilinos/linearLUSolver.py index 90ed4eb660..f54ecfc4b9 100644 --- a/fipy/solvers/trilinos/linearLUSolver.py +++ b/fipy/solvers/trilinos/linearLUSolver.py @@ -20,20 +20,28 @@ class LinearLUSolver(TrilinosSolver): """ - def __init__(self, tolerance=1e-10, precon=None, iterations=10): + criteria = { + "default": AztecOO.AZ_r0, + "initial": AztecOO.AZ_r0 + } + + def __init__(self, tolerance=1e-10, criterion="initial", precon=None, + iterations=10): """ Parameters ---------- tolerance : float Required error tolerance. + criterion : {'default', 'initial'} + Interpretation of ``tolerance``. + See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. precon *ignored* """ - - TrilinosSolver.__init__(self, tolerance=tolerance, + TrilinosSolver.__init__(self, tolerance=tolerance, criterion=criterion, iterations=iterations, precon=None) if precon is not None: @@ -70,7 +78,7 @@ def _solve_(self, L, x, b): x[:] = x - xError - self._setConvergence(suite="trilinos" + self._setConvergence(suite="trilinos", code=AztecOO.AZ_normal, iterations=iteration+1, residual=residual) diff --git a/fipy/solvers/trilinos/trilinosAztecOOSolver.py b/fipy/solvers/trilinos/trilinosAztecOOSolver.py index b94140c0ae..d8702a0f61 100644 --- a/fipy/solvers/trilinos/trilinosAztecOOSolver.py +++ b/fipy/solvers/trilinos/trilinosAztecOOSolver.py @@ -18,24 +18,25 @@ class TrilinosAztecOOSolver(TrilinosSolver): """ - @property - def convergenceCheck(self): - """Residual expression to compare to `tolerance`. - - (see https://trilinos.org/oldsite/packages/aztecoo/AztecOOUserGuide.pdf) - """ - return self._convergenceCheck - - @convergenceCheck.setter - def convergenceCheck(self, value): - self._convergenceCheck = value - - def __init__(self, tolerance=1e-10, iterations=1000, precon=JacobiPreconditioner()): + criteria = { + "default": AztecOO.AZ_r0, + "unscaled": AztecOO.AZ_noscaled, + "RHS": AztecOO.AZ_rhs, + "matrix": AztecOO.AZ_Anorm, + "initial": AztecOO.AZ_r0, + "solution": AztecOO.AZ_sol + } + + def __init__(self, tolerance=1e-10, criterion="default", + iterations=1000, precon=JacobiPreconditioner()): """ Parameters ---------- tolerance : float Required error tolerance. + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'solution'} + Interpretation of ``tolerance``. + See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. precon : ~fipy.solvers.trilinos.preconditioners.preconditioner.Preconditioner @@ -43,7 +44,7 @@ def __init__(self, tolerance=1e-10, iterations=1000, precon=JacobiPreconditioner if self.__class__ is TrilinosAztecOOSolver: raise NotImplementedError("can't instantiate abstract base class") - TrilinosSolver.__init__(self, tolerance=tolerance, + TrilinosSolver.__init__(self, tolerance=tolerance, criterion=criterion, iterations=iterations, precon=None) self.preconditioner = precon @@ -56,8 +57,7 @@ def _solve_(self, L, x, b): Solver.SetAztecOption(AztecOO.AZ_output, AztecOO.AZ_none) - if self.convergenceCheck is not None: - Solver.SetAztecOption(AztecOO.AZ_conv, self.convergenceCheck) + Solver.SetAztecOption(AztecOO.AZ_conv, self.criteria[self.criterion]) if self.preconditioner is not None: self.preconditioner._applyToSolver(solver=Solver, matrix=L) @@ -72,7 +72,7 @@ def _solve_(self, L, x, b): status = Solver.GetAztecStatus() - self._setConvergence(suite="trilinos" + self._setConvergence(suite="trilinos", code=int(status[AztecOO.AZ_why]), iterations=status[AztecOO.AZ_its], residual=status[AztecOO.AZ_r], From fa835c50986fd3df4502fdfba65ab5979efb362e Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 7 Jul 2022 17:47:48 -0400 Subject: [PATCH 049/303] Apply rename missed in 321bfea --- fipy/solvers/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/fipy/solvers/__init__.py b/fipy/solvers/__init__.py index 3692626060..b68e642fb1 100644 --- a/fipy/solvers/__init__.py +++ b/fipy/solvers/__init__.py @@ -141,7 +141,7 @@ def _import_mesh_matrices(suite): if solver is None and _desired_solver in ["pyamgx", None]: try: - if _parallelComm.Nproc > 1: + if _Nproc > 1: raise SerialSolverError('pyamgx') from fipy.solvers.pyamgx import * __all__.extend(pyamgx.__all__) From f083a86da3a3afb9e1bf2b15eaddf4f5a6a78dc9 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 7 Jul 2022 17:49:28 -0400 Subject: [PATCH 050/303] Enable selecting convergence criteria --- fipy/solvers/petsc/linearLUSolver.py | 31 +++++++-- fipy/solvers/petsc/petscKrylovSolver.py | 42 ++++++++---- fipy/solvers/petsc/petscSolver.py | 5 ++ fipy/solvers/pyamgx/pyAMGXSolver.py | 57 +++++++++++------ fipy/solvers/pysparse/linearInitialSolver.py | 25 ++++++-- fipy/solvers/pysparse/linearLUSolver.py | 34 +++++----- fipy/solvers/pysparse/linearRHSSolver.py | 25 ++++++-- fipy/solvers/pysparse/pysparseSolver.py | 13 +++- fipy/solvers/scipy/linearLUSolver.py | 27 +++++--- fipy/solvers/scipy/scipyKrylovSolver.py | 24 ++++++- fipy/solvers/scipy/scipySolver.py | 14 ++-- fipy/solvers/solver.py | 64 +++++++++++++++++++ fipy/solvers/trilinos/linearLUSolver.py | 31 +++++---- .../solvers/trilinos/trilinosAztecOOSolver.py | 35 ++++++---- fipy/solvers/trilinos/trilinosSolver.py | 12 ++++ 15 files changed, 333 insertions(+), 106 deletions(-) diff --git a/fipy/solvers/petsc/linearLUSolver.py b/fipy/solvers/petsc/linearLUSolver.py index b59f83c25f..2eeef4d51e 100644 --- a/fipy/solvers/petsc/linearLUSolver.py +++ b/fipy/solvers/petsc/linearLUSolver.py @@ -17,12 +17,16 @@ class LinearLUSolver(PETScSolver): """ - def __init__(self, tolerance=1e-10, iterations=10, precon="lu"): + def __init__(self, tolerance=1e-10, criterion="default", + iterations=10, precon="lu"): """ Parameters ---------- tolerance : float Required error tolerance. + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} + Interpretation of ``tolerance``. + See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. precon : str @@ -31,6 +35,21 @@ def __init__(self, tolerance=1e-10, iterations=10, precon="lu"): PETScSolver.__init__(self, tolerance=tolerance, iterations=iterations, precon="lu") + def _adaptDefaultTolerance(self, L, x, b): + return self._adaptInitialTolerance(L, x, b) + + def _adaptUnscaledTolerance(self, L, x, b): + return (1., None) + + def _adaptRHSTolerance(self, L, x, b): + return (self._rhsNorm(L, x, b), None) + + def _adaptMatrixTolerance(self, L, x, b): + return (self._matrixNorm(L, x, b), None) + + def _adaptInitialTolerance(self, L, x, b): + return (self._residualNorm(L, x, b), None) + def _solve_(self, L, x, b): ksp = PETSc.KSP() ksp.create(PETSc.COMM_WORLD) @@ -44,14 +63,14 @@ def _solve_(self, L, x, b): ksp.setOperators(L) ksp.setFromOptions() + tolerance_factor, _ = self._adaptTolerance(L, x, b) + for iteration in range(self.iterations): residualVector = L * x - b residual = residualVector.norm(PETSc.NormType.NORM_2) - if iteration == 0: - residual0 = residual - if residual <= self.tolerance * residual0: + if residual <= self.tolerance * tolerance_factor: break xError = x.copy() @@ -59,10 +78,10 @@ def _solve_(self, L, x, b): ksp.solve(residualVector, xError) x -= xError - self._setConvergence(suite="petsc" + self._setConvergence(suite="petsc", code=PETSc.KSP.ConvergedReason.CONVERGED_ITS, iterations=iteration+1, - residual=residual), + residual=residual / tolerance_factor, ksp_solver=ksp.type, ksp_precon=ksp.getPC().type) diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index fd7344923f..36595f1c9e 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -17,13 +17,6 @@ class PETScKrylovSolver(PETScSolver): """ - criteria = { - "default": PETSc.KSP.NormType.DEFAULT - "preconditioned": PETSc.KSP.NormType.PRECONDITIONED, - "initial": PETSc.KSP.NormType.UNPRECONDITIONED, - "natural": PETSc.KSP.NormType.NATURAL, - } - def __init__(self, tolerance=1e-10, criterion="default", iterations=1000, precon=None): """ @@ -31,7 +24,7 @@ def __init__(self, tolerance=1e-10, criterion="default", ---------- tolerance : float Required error tolerance. - criterion : {'default', 'initial', 'preconditioned', 'natural'} + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'preconditioned', 'natural'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int @@ -46,14 +39,41 @@ def __init__(self, tolerance=1e-10, criterion="default", PETScSolver.__init__(self, tolerance=tolerance, criterion=criterion, iterations=iterations, precon=precon) + def _adaptDefaultTolerance(self, L, x, b): + return (1., PETSc.KSP.NormType.DEFAULT) + + def _adaptUnscaledTolerance(self, L, x, b): + factor = 1. / self._residualNorm(L, x, b) + return (factor, PETSc.KSP.NormType.UNPRECONDITIONED) + + def _adaptRHSTolerance(self, L, x, b): + factor = self._rhsNorm(L, x, b) / self._residualNorm(L, x, b) + return (factor, PETSc.KSP.NormType.UNPRECONDITIONED) + + def _adaptMatrixTolerance(self, L, x, b): + factor = self._matrixNorm(L, x, b) / self._residualNorm(L, x, b) + return (factor, PETSc.KSP.NormType.UNPRECONDITIONED) + + def _adaptInitialTolerance(self, L, x, b): + return (1., PETSc.KSP.NormType.UNPRECONDITIONED) + + def _adaptPreconditionedTolerance(self, L, x, b): + return (1., PETSc.KSP.NormType.PRECONDITIONED) + + def _adaptNaturalTolerance(self, L, x, b): + return (1., PETSc.KSP.NormType.NATURAL) + def _solve_(self, L, x, b): ksp = PETSc.KSP() ksp.create(L.comm) ksp.setType(self.solver) if self.preconditioner is not None: ksp.getPC().setType(self.preconditioner) - ksp.setTolerances(rtol=self.tolerance, max_it=self.iterations) - ksp.setNormType(self.criteria[self.criterion]) + + tolerance_factor, suite_criterion = self._adaptTolerance(L, x, b) + ksp.setTolerances(rtol=self.tolerance * tolerance_factor, max_it=self.iterations) + ksp.setNormType(suite_criterion) + L.assemble() ksp.setOperators(L) ksp.setFromOptions() @@ -62,7 +82,7 @@ def _solve_(self, L, x, b): self._setConvergence(suite="petsc", code=ksp.reason, iterations=ksp.its, - residual=ksp.norm, + residual=ksp.norm / tolerance_factor, ksp_solver=ksp.type, ksp_precon=ksp.getPC().type, ksp_norm_type=ksp.norm_type) diff --git a/fipy/solvers/petsc/petscSolver.py b/fipy/solvers/petsc/petscSolver.py index 7c649cc79b..0247f108b8 100644 --- a/fipy/solvers/petsc/petscSolver.py +++ b/fipy/solvers/petsc/petscSolver.py @@ -45,6 +45,11 @@ def _deleteGlobalMatrixAndVectors(self): overlappingRHSvector.destroy() del self.globalVectors + def _residualNorm(self, L, x, b): + residualVector = L * x - b + + return residualVector.norm(PETSc.NormType.NORM_2) + def _solve(self): from fipy.terms import SolutionVariableNumberError diff --git a/fipy/solvers/pyamgx/pyAMGXSolver.py b/fipy/solvers/pyamgx/pyAMGXSolver.py index 4ea8cce502..7ce062a5e2 100644 --- a/fipy/solvers/pyamgx/pyAMGXSolver.py +++ b/fipy/solvers/pyamgx/pyAMGXSolver.py @@ -14,12 +14,6 @@ class PyAMGXSolver(Solver): - criteria = { - "default": "RELATIVE_INI_CORE", - "unscaled": "ABSOLUTE", - "initial": "RELATIVE_INI_CORE", - } - def __init__(self, config_dict, tolerance=1e-10, criterion="default", iterations=2000, precon=None, smoother=None, **kwargs): """ @@ -29,7 +23,7 @@ def __init__(self, config_dict, tolerance=1e-10, criterion="default", AMGX configuration options tolerance : float Required error tolerance. - criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'solution'} + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int @@ -40,22 +34,21 @@ def __init__(self, config_dict, tolerance=1e-10, criterion="default", Other AMGX solver options """ # update solver config: - config_dict["solver"]["tolerance"] = tolerance - config_dict["solver"]["max_iters"] = iterations - if precon: - config_dict["solver"]["preconditioner"] = precon - if smoother: - config_dict["solver"]["smoother"] = smoother - config_dict["solver"]["convergence"] = self.criteria[criterion] - config_dict["solver"].update(kwargs) + self.config_dict = config_dict.copy() + + self.config_dict["solver"]["max_iters"] = iterations + if precon is not None: + self.config_dict["solver"]["preconditioner"] = precon + if smoother is not None: + self.config_dict["solver"]["smoother"] = smoother + self.config_dict["solver"].update(kwargs) # create AMGX objects: - self.cfg = pyamgx.Config().create_from_dict(config_dict) + self.cfg = pyamgx.Config().create_from_dict(self.config_dict) self.resources = pyamgx.Resources().create_simple(self.cfg) self.x_gpu = pyamgx.Vector().create(self.resources) self.b_gpu = pyamgx.Vector().create(self.resources) self.A_gpu = pyamgx.Matrix().create(self.resources) - self.solver = pyamgx.Solver().create(self.resources, self.cfg) super(PyAMGXSolver, self).__init__(tolerance=tolerance, criterion=criterion, iterations=iterations) @@ -64,7 +57,6 @@ def __exit__(self, *args): self.A_gpu.destroy() self.b_gpu.destroy() self.x_gpu.destroy() - self.solver.destroy() self.resources.destroy() self.cfg.destroy() @@ -79,11 +71,34 @@ def _storeMatrix(self, var, matrix, RHSvector): self.A_gpu.upload_CSR(self.matrix.matrix) self.solver.setup(self.A_gpu) + def _adaptDefaultTolerance(self, L, x, b): + return self._adaptInitialTolerance(L, x, b) + + def _adaptUnscaledTolerance(self, L, x, b): + return (1., "ABSOLUTE") + + def _adaptRHSTolerance(self, L, x, b): + return (self.rhsNorm(L, x, b), "ABSOLUTE") + + def _adaptMatrixTolerance(self, L, x, b): + return (self.matrixNorm(L, x, b), "ABSOLUTE") + + def _adaptInitialTolerance(self, L, x, b): + return (1., "RELATIVE_INI_CORE") + def _solve_(self, L, x, b): # transfer data from CPU to GPU self.x_gpu.upload(x) self.b_gpu.upload(b) + tolerance_factor, suite_criterion = self._adaptTolerance(L, x, b) + config_dict = self.config_dict.copy() + config_dict["solver"]["tolerance"] = self.tolerance * tolerance_factor + config_dict["solver"]["convergence"] = suite_criterion + + cfg = pyamgx.Config().create_from_dict(config_dict) + solver = pyamgx.Solver().create(self.resources, cfg) + # solve system on GPU self.solver.solve(self.b_gpu, self.x_gpu) @@ -93,10 +108,14 @@ def _solve_(self, L, x, b): self._setConvergence(suite="pyamgx", code=self.solver.status, iterations=self.solver.iterations_number, - residual=self.solver.get_residual()) + residual=(self.solver.get_residual() + / tolerance_factor)) self.convergence.warn() + solver.destroy() + cfg.destroy() + return x def _solve(self): diff --git a/fipy/solvers/pysparse/linearInitialSolver.py b/fipy/solvers/pysparse/linearInitialSolver.py index de6447dcb0..1505924fd8 100644 --- a/fipy/solvers/pysparse/linearInitialSolver.py +++ b/fipy/solvers/pysparse/linearInitialSolver.py @@ -9,11 +9,6 @@ class LinearInitialSolver(PysparseSolver): .. attention:: This class is abstract. Always create one of its subclasses. """ - criteria = { - "default": None, - "initial": None - } - def __init__(self, tolerance=1e-10, criterion="default", iterations=1000, precon=None): """ @@ -23,7 +18,7 @@ def __init__(self, tolerance=1e-10, criterion="default", ---------- tolerance : float Required error tolerance. - criterion : {'default', 'initial'} + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int @@ -33,3 +28,21 @@ def __init__(self, tolerance=1e-10, criterion="default", """ super(LinearInitialSolver, self).__init__(tolerance=tolerance, criterion=criterion, iterations=iterations, precon=precon) + + def _adaptDefaultTolerance(self, L, x, b): + return self._adaptInitialTolerance(L, x, b) + + def _adaptUnscaledTolerance(self, L, x, b): + factor = 1. / self._residualNorm(L, x, b) + return (factor, None) + + def _adaptRHSTolerance(self, L, x, b): + factor = self.rhsNorm(L, x, b) / self._residualNorm(L, x, b) + return (1., None) + + def _adaptMatrixTolerance(self, L, x, b): + factor = self.matrixNorm(L, x, b) / self._residualNorm(L, x, b) + return (factor, None) + + def _adaptInitialTolerance(self, L, x, b): + return (1., None) diff --git a/fipy/solvers/pysparse/linearLUSolver.py b/fipy/solvers/pysparse/linearLUSolver.py index 6ae9d99a3a..73eea4bdd1 100644 --- a/fipy/solvers/pysparse/linearLUSolver.py +++ b/fipy/solvers/pysparse/linearLUSolver.py @@ -27,11 +27,6 @@ class LinearLUSolver(PysparseSolver): """ - criteria = { - "default": None, - "initial": None - } - def __init__(self, tolerance=1e-10, criterion="default", iterations=10, precon=None): """ @@ -41,7 +36,7 @@ def __init__(self, tolerance=1e-10, criterion="default", ---------- tolerance : float Required error tolerance. - criterion : {'default', 'initial'} + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int @@ -52,23 +47,32 @@ def __init__(self, tolerance=1e-10, criterion="default", super(LinearLUSolver, self).__init__(tolerance=tolerance, criterion=criterion, iterations=iterations) - def _solve_(self, L, x, b): - diag = L.takeDiagonal() - maxdiag = max(numerix.absolute(diag)) + def _adaptDefaultTolerance(self, L, x, b): + return self._adaptInitialTolerance(L, x, b) + + def _adaptUnscaledTolerance(self, L, x, b): + return (1., None) + + def _adaptRHSTolerance(self, L, x, b): + return (self._rhsNorm(L, x, b), None) - L = L * (1 / maxdiag) - b = b * (1 / maxdiag) + def _adaptMatrixTolerance(self, L, x, b): + return (self._matrixNorm(L, x, b), None) + def _adaptInitialTolerance(self, L, x, b): + return (self._residualNorm(L, x, b), None) + + def _solve_(self, L, x, b): LU = superlu.factorize(L.matrix.to_csr()) + tolerance_factor, _ = self._adaptTolerance(L, x, b) + for iteration in range(self.iterations): residualVector = L * x - b residual = numerix.L2norm(residualVector) - if iteration == 0: - residual0 = residual - if residual <= self.tolerance * residual0: + if residual <= self.tolerance * tolerance_factor: break xError = numerix.zeros(len(b), 'd') @@ -78,4 +82,4 @@ def _solve_(self, L, x, b): self._setConvergence(suite="pysparse", code=0, iterations=iteration+1, - residual=residual) + residual=residual / tolerance_factor) diff --git a/fipy/solvers/pysparse/linearRHSSolver.py b/fipy/solvers/pysparse/linearRHSSolver.py index eca4288c95..5bb431ed46 100644 --- a/fipy/solvers/pysparse/linearRHSSolver.py +++ b/fipy/solvers/pysparse/linearRHSSolver.py @@ -9,11 +9,6 @@ class LinearRHSSolver(PysparseSolver): .. attention:: This class is abstract. Always create one of its subclasses. """ - criteria = { - "default": None, - "RHS": None - } - def __init__(self, tolerance=1e-10, criterion="default", iterations=1000, precon=None): """ @@ -23,7 +18,7 @@ def __init__(self, tolerance=1e-10, criterion="default", ---------- tolerance : float Required error tolerance. - criterion : {'default', 'RHS'} + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int @@ -33,3 +28,21 @@ def __init__(self, tolerance=1e-10, criterion="default", """ super(LinearRHSSolver, self).__init__(tolerance=tolerance, criterion=criterion, iterations=iterations, precon=precon) + + def _adaptDefaultTolerance(self, L, x, b): + return self._adaptRHSTolerance(L, x, b) + + def _adaptUnscaledTolerance(self, L, x, b): + factor = 1. / self._rhsNorm(L, x, b) + return (factor, None) + + def _adaptRHSTolerance(self, L, x, b): + return (1., None) + + def _adaptMatrixTolerance(self, L, x, b): + factor = self.matrixNorm(L, x, b) / self._rhsNorm(L, x, b) + return (factor, None) + + def _adaptInitialTolerance(self, L, x, b): + factor = self._residualNorm(L, x, b) / self._rhsNorm(L, x, b) + return (factor, None) diff --git a/fipy/solvers/pysparse/pysparseSolver.py b/fipy/solvers/pysparse/pysparseSolver.py index dd2fbcea82..6454371017 100644 --- a/fipy/solvers/pysparse/pysparseSolver.py +++ b/fipy/solvers/pysparse/pysparseSolver.py @@ -2,6 +2,7 @@ __docformat__ = 'restructuredtext' from ..pysparseMatrixSolver import _PysparseMatrixSolver +from fipy.tools import numerix __all__ = ["PysparseSolver"] from future.utils import text_to_native_str @@ -42,16 +43,24 @@ def _solve_(self, L, x, b): else: P, A = self.preconditioner._applyToMatrix(A) - info, iter, relres = self.solveFnc(A, b, x, self.tolerance, + tolerance_factor, _ = self._adaptTolerance(L, x, b) + + info, iter, relres = self.solveFnc(A, b, x, + self.tolerance * tolerance_factor, self.iterations, P) self._setConvergence(suite="pysparse", code=info, iterations=iter, - residual=relres) + residual=relres / tolerance_factor) self.convergence.warn() + def _residualNorm(self, L, x, b): + residualVector = L * x - b + + return numerix.L2norm(residualVector) + def _solve(self): if self.var.mesh.communicator.Nproc > 1: diff --git a/fipy/solvers/scipy/linearLUSolver.py b/fipy/solvers/scipy/linearLUSolver.py index a31335efcf..ae94b33519 100644 --- a/fipy/solvers/scipy/linearLUSolver.py +++ b/fipy/solvers/scipy/linearLUSolver.py @@ -19,26 +19,35 @@ class LinearLUSolver(_ScipySolver): the Scipy `scipy.sparse.linalg.splu` module. """ - def _solve_(self, L, x, b): - diag = L.takeDiagonal() - maxdiag = max(numerix.absolute(diag)) + def _adaptDefaultTolerance(self, L, x, b): + return self._adaptInitialTolerance(L, x, b) + + def _adaptUnscaledTolerance(self, L, x, b): + return (1., None) + + def _adaptRHSTolerance(self, L, x, b): + return (self._rhsNorm(L, x, b), None) - L = L * (1 / maxdiag) - b = b * (1 / maxdiag) + def _adaptMatrixTolerance(self, L, x, b): + return (self.matrixNorm(L, x, b), None) + def _adaptInitialTolerance(self, L, x, b): + return (self._residualNorm(L, x, b), None) + + def _solve_(self, L, x, b): LU = splu(L.matrix.asformat("csc"), diag_pivot_thresh=1., relax=1, panel_size=10, permc_spec=3) + tolerance_factor, _ = self._adaptTolerance(L, x, b) + for iteration in range(min(self.iterations, 10)): residualVector = L * x - b residual = numerix.L2norm(residualVector) - if iteration == 0: - residual0 = residual - if residual <= self.tolerance * residual0: + if residual <= self.tolerance * tolerance_factor: break xError = LU.solve(residualVector) @@ -47,7 +56,7 @@ def _solve_(self, L, x, b): self._setConvergence(suite="scipy", code=0, iterations=iteration+1, - residual=residual) + residual=residual / tolerance_factor) self.convergence.warn() diff --git a/fipy/solvers/scipy/scipyKrylovSolver.py b/fipy/solvers/scipy/scipyKrylovSolver.py index 68f6b6ebba..587d6e8655 100644 --- a/fipy/solvers/scipy/scipyKrylovSolver.py +++ b/fipy/solvers/scipy/scipyKrylovSolver.py @@ -19,6 +19,24 @@ class _ScipyKrylovSolver(_ScipySolver): def _countIterations(self, xk): self.actualIterations += 1 + def _adaptDefaultTolerance(self, L, x, b): + return self._adaptRHSTolerance(L, x, b) + + def _adaptUnscaledTolerance(self, L, x, b): + factor = 1. / self._rhsNorm(L, x, b) + return (factor, None) + + def _adaptRHSTolerance(self, L, x, b): + return (1., None) + + def _adaptMatrixTolerance(self, L, x, b): + factor = self.matrixNorm(L, x, b) / self._rhsNorm(L, x, b) + return (factor, None) + + def _adaptInitialTolerance(self, L, x, b): + factor = self._residualNorm(L, x, b) / self._rhsNorm(L, x, b) + return (factor, None) + def _solve_(self, L, x, b): A = L.matrix if self.preconditioner is None: @@ -26,9 +44,11 @@ def _solve_(self, L, x, b): else: M = self.preconditioner._applyToMatrix(A) + tolerance_factor, _ = self._adaptTolerance(L, x, b) + self.actualIterations = 0 x, info = self.solveFnc(A, b, x, - tol=self.tolerance, + tol=self.tolerance * tolerance_factor, maxiter=self.iterations, M=M, atol='legacy', @@ -39,7 +59,7 @@ def _solve_(self, L, x, b): code=numerix.sign(info), actual_code=info, iterations=self.actualIterations, - residual=0.) + residual=0. / tolerance_factor) self.convergence.warn() diff --git a/fipy/solvers/scipy/scipySolver.py b/fipy/solvers/scipy/scipySolver.py index 54531ba74f..a4e849750c 100644 --- a/fipy/solvers/scipy/scipySolver.py +++ b/fipy/solvers/scipy/scipySolver.py @@ -14,12 +14,7 @@ class _ScipySolver(Solver): .. attention:: This class is abstract. Always create one of its subclasses. """ - criteria = { - "default": None, - "RHS": None - } - - def __init__(self, tolerance=1e-10, criterion="initial", + def __init__(self, tolerance=1e-10, criterion="default", iterations=1000, precon=None): """ Create a `Solver` object. @@ -28,7 +23,7 @@ def __init__(self, tolerance=1e-10, criterion="initial", ---------- tolerance : float Required error tolerance. - criterion : {'default', 'RHS'} + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int @@ -44,6 +39,11 @@ def __init__(self, tolerance=1e-10, criterion="initial", def _matrixClass(self): return _ScipyMeshMatrix + def _residualNorm(self, L, x, b): + residualVector = L * x - b + + return numerix.L2norm(residualVector) + def _solve(self): if self.var.mesh.communicator.Nproc > 1: diff --git a/fipy/solvers/solver.py b/fipy/solvers/solver.py index 8beac6a2bc..3c4c227c0d 100644 --- a/fipy/solvers/solver.py +++ b/fipy/solvers/solver.py @@ -153,6 +153,70 @@ def _setConvergence(self, suite, code, iterations, residual, actual_code=None, * actual_code=actual_code, **kwargs) + def _defaultNorm(self, L, x, b): + raise NotImplementedError + + def _unscaledNorm(self, L, x, b): + return 1. + + def _rhsNorm(self, L, x, b): + raise NotImplementedError + + def _matrixNorm(self, L, x, b): + raise NotImplementedError + + def _residualNorm(self, L, x, b): + raise NotImplementedError + + def _solutionNorm(self, L, x, b): + raise NotImplementedError + + def _preconditionedNorm(self, L, x, b): + raise NotImplementedError + + def _naturalNorm(self, L, x, b): + raise NotImplementedError + + def _adaptDefaultTolerance(self, L, x, b): + raise NotImplementedError + + def _adaptUnscaledTolerance(self, L, x, b): + raise NotImplementedError + + def _adaptRHSTolerance(self, L, x, b): + raise NotImplementedError + + def _adaptMatrixTolerance(self, L, x, b): + raise NotImplementedError + + def _adaptInitialTolerance(self, L, x, b): + raise NotImplementedError + + def _adaptSolutionTolerance(self, L, x, b): + raise NotImplementedError + + def _adaptPreconditionedTolerance(self, L, x, b): + raise NotImplementedError + + def _adaptNaturalTolerance(self, L, x, b): + raise NotImplementedError + + def _adaptTolerance(self, L, x, b): + adapt = { + "default": self._adaptDefaultTolerance, + "unscaled": self._adaptUnscaledTolerance, + "RHS": self._adaptRHSTolerance, + "matrix": self._adaptMatrixTolerance, + "initial": self._adaptInitialTolerance, + "solution": self._adaptSolutionTolerance, + "preconditioned": self._adaptPreconditionedTolerance, + "natural": self._adaptNaturalTolerance + } + + tolerance_factor, suite_criterion = adapt[self.criterion](L, x, b) + + return tolerance_factor, suite_criterion + def _applyUnderRelaxation(self, underRelaxation=None): if underRelaxation is not None: self.matrix.putDiagonal(numerix.asarray(self.matrix.takeDiagonal()) / underRelaxation) diff --git a/fipy/solvers/trilinos/linearLUSolver.py b/fipy/solvers/trilinos/linearLUSolver.py index f54ecfc4b9..13861d6c9c 100644 --- a/fipy/solvers/trilinos/linearLUSolver.py +++ b/fipy/solvers/trilinos/linearLUSolver.py @@ -20,19 +20,14 @@ class LinearLUSolver(TrilinosSolver): """ - criteria = { - "default": AztecOO.AZ_r0, - "initial": AztecOO.AZ_r0 - } - - def __init__(self, tolerance=1e-10, criterion="initial", precon=None, + def __init__(self, tolerance=1e-10, criterion="default", precon=None, iterations=10): """ Parameters ---------- tolerance : float Required error tolerance. - criterion : {'default', 'initial'} + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int @@ -50,9 +45,25 @@ def __init__(self, tolerance=1e-10, criterion="initial", precon=None, UserWarning, stacklevel=2) self.Factory = Amesos.Factory() + def _adaptDefaultTolerance(self, L, x, b): + return self._adaptInitialTolerance(L, x, b) + + def _adaptUnscaledTolerance(self, L, x, b): + return (1., None) + + def _adaptRHSTolerance(self, L, x, b): + return (self._rhsNorm(L, x, b), None) + + def _adaptMatrixTolerance(self, L, x, b): + return (self._matrixNorm(L, x, b), None) + + def _adaptInitialTolerance(self, L, x, b): + return (self._residualNorm(L, x, b), None) def _solve_(self, L, x, b): + tolerance_factor, _ = self._adaptTolerance(L, x, b) + for iteration in range(self.iterations): # residualVector = L*x - b residualVector = Epetra.Vector(L.RangeMap()) @@ -64,10 +75,8 @@ def _solve_(self, L, x, b): residualVector -= b residual = residualVector.Norm2() - if iteration == 0: - residual0 = residual - if residual <= self.tolerance * residual0: + if residual <= self.tolerance * tolerance_factor: break xError = Epetra.Vector(L.RowMap()) @@ -81,7 +90,7 @@ def _solve_(self, L, x, b): self._setConvergence(suite="trilinos", code=AztecOO.AZ_normal, iterations=iteration+1, - residual=residual) + residual=residual / tolerance_factor) self.convergence.warn() diff --git a/fipy/solvers/trilinos/trilinosAztecOOSolver.py b/fipy/solvers/trilinos/trilinosAztecOOSolver.py index d8702a0f61..71f3dad6e2 100644 --- a/fipy/solvers/trilinos/trilinosAztecOOSolver.py +++ b/fipy/solvers/trilinos/trilinosAztecOOSolver.py @@ -18,15 +18,6 @@ class TrilinosAztecOOSolver(TrilinosSolver): """ - criteria = { - "default": AztecOO.AZ_r0, - "unscaled": AztecOO.AZ_noscaled, - "RHS": AztecOO.AZ_rhs, - "matrix": AztecOO.AZ_Anorm, - "initial": AztecOO.AZ_r0, - "solution": AztecOO.AZ_sol - } - def __init__(self, tolerance=1e-10, criterion="default", iterations=1000, precon=JacobiPreconditioner()): """ @@ -48,6 +39,24 @@ def __init__(self, tolerance=1e-10, criterion="default", iterations=iterations, precon=None) self.preconditioner = precon + def _adaptDefaultTolerance(self, L, x, b): + return self._adaptInitialTolerance(L, x, b) + + def _adaptUnscaledTolerance(self, L, x, b): + return (1., AztecOO.AZ_noscaled) + + def _adaptRHSTolerance(self, L, x, b): + return (1., AztecOO.AZ_rhs) + + def _adaptMatrixTolerance(self, L, x, b): + return (1., AztecOO.AZ_Anorm) + + def _adaptInitialTolerance(self, L, x, b): + return (1., AztecOO.AZ_r0) + + def _adaptSolutionTolerance(self, L, x, b): + return (1., AztecOO.AZ_sol) + def _solve_(self, L, x, b): Solver = AztecOO.AztecOO(L, x, b) @@ -57,14 +66,16 @@ def _solve_(self, L, x, b): Solver.SetAztecOption(AztecOO.AZ_output, AztecOO.AZ_none) - Solver.SetAztecOption(AztecOO.AZ_conv, self.criteria[self.criterion]) + tolerance_factor, suite_criterion = self._adaptTolerance(L, x, b) + + Solver.SetAztecOption(AztecOO.AZ_conv, suite_criterion) if self.preconditioner is not None: self.preconditioner._applyToSolver(solver=Solver, matrix=L) else: Solver.SetAztecOption(AztecOO.AZ_precond, AztecOO.AZ_none) - output = Solver.Iterate(self.iterations, self.tolerance) + output = Solver.Iterate(self.iterations, self.tolerance * tolerance_factor) if self.preconditioner is not None: if hasattr(self.preconditioner, 'Prec'): @@ -75,7 +86,7 @@ def _solve_(self, L, x, b): self._setConvergence(suite="trilinos", code=int(status[AztecOO.AZ_why]), iterations=status[AztecOO.AZ_its], - residual=status[AztecOO.AZ_r], + residual=status[AztecOO.AZ_r] / tolerance_factor, scaled_residual=status[AztecOO.AZ_scaled_r], convergence_residual=status[AztecOO.AZ_rec_r], solve_time=status[AztecOO.AZ_solve_time], diff --git a/fipy/solvers/trilinos/trilinosSolver.py b/fipy/solvers/trilinos/trilinosSolver.py index 864269b8bf..15ecfc2710 100644 --- a/fipy/solvers/trilinos/trilinosSolver.py +++ b/fipy/solvers/trilinos/trilinosSolver.py @@ -68,6 +68,18 @@ def _deleteGlobalMatrixAndVectors(self): self.matrix.flush() del self.globalVectors + def _residualNorm(self, L, x, b): + # residualVector = L*x - b + residualVector = Epetra.Vector(L.RangeMap()) + L.Multiply(False, x, residualVector) + # If A is an Epetra.Vector with map M + # and B is an Epetra.Vector with map M + # and C = A - B + # then C is an Epetra.Vector with *no map* !!!?!?! + residualVector -= b + + return residualVector.Norm2() + def _solve(self): from fipy.terms import SolutionVariableNumberError From ccbc6058219815f9297b674b23a7e3d36877ea4d Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 7 Jul 2022 18:18:56 -0400 Subject: [PATCH 051/303] Peform all solver setup in `_solve_` --- fipy/solvers/pyamgx/pyAMGXSolver.py | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/fipy/solvers/pyamgx/pyAMGXSolver.py b/fipy/solvers/pyamgx/pyAMGXSolver.py index 7ce062a5e2..5f0e020664 100644 --- a/fipy/solvers/pyamgx/pyAMGXSolver.py +++ b/fipy/solvers/pyamgx/pyAMGXSolver.py @@ -68,8 +68,6 @@ def _storeMatrix(self, var, matrix, RHSvector): self.var = var self.matrix = matrix self.RHSvector = RHSvector - self.A_gpu.upload_CSR(self.matrix.matrix) - self.solver.setup(self.A_gpu) def _adaptDefaultTolerance(self, L, x, b): return self._adaptInitialTolerance(L, x, b) @@ -90,26 +88,28 @@ def _solve_(self, L, x, b): # transfer data from CPU to GPU self.x_gpu.upload(x) self.b_gpu.upload(b) + self.A_gpu.upload_CSR(L.matrix) tolerance_factor, suite_criterion = self._adaptTolerance(L, x, b) config_dict = self.config_dict.copy() + config_dict["solver"]["monitor_residual"] = 1 config_dict["solver"]["tolerance"] = self.tolerance * tolerance_factor config_dict["solver"]["convergence"] = suite_criterion cfg = pyamgx.Config().create_from_dict(config_dict) solver = pyamgx.Solver().create(self.resources, cfg) + solver.setup(self.A_gpu) # solve system on GPU - self.solver.solve(self.b_gpu, self.x_gpu) + solver.solve(self.b_gpu, self.x_gpu) # download values from GPU to CPU self.x_gpu.download(x) self._setConvergence(suite="pyamgx", - code=self.solver.status, - iterations=self.solver.iterations_number, - residual=(self.solver.get_residual() - / tolerance_factor)) + code=solver.status, + iterations=solver.iterations_number, + residual=0.) #solver.get_residual() / tolerance_factor) self.convergence.warn() From a5b194be27c4d9193f700663ba4d338f5a9c600b Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 7 Jul 2022 18:23:40 -0400 Subject: [PATCH 052/303] Register pyamgx Convergence conditions --- fipy/solvers/pyamgx/pyamgxConvergence.py | 30 +++++++++++++++++------- 1 file changed, 22 insertions(+), 8 deletions(-) diff --git a/fipy/solvers/pyamgx/pyamgxConvergence.py b/fipy/solvers/pyamgx/pyamgxConvergence.py index c8e36e4f9e..bf2e026d26 100644 --- a/fipy/solvers/pyamgx/pyamgxConvergence.py +++ b/fipy/solvers/pyamgx/pyamgxConvergence.py @@ -1,9 +1,23 @@ -from pyamgx import AMGX_SOLVE_SUCCESS, AMGX_SOLVE_FAILED, AMGX_SOLVE_DIVERGED +from ..convergence import (Convergence, IterationDivergence, + BreakdownDivergence) -from ..convergence import (Convergence, AbsoluteToleranceConvergence, - RelativeToleranceConvergence, IterationDivergence, - Divergence, BreakdownDivergence, - IllConditionedDivergence, - PreconditioningDivergence, - IllConditionedPreconditionerDivergence, - OutOfRangeDivergence) +class pyamgx_Convergence(Convergence): + """ + """ + status_code = "success" + status_name = "success" + suite = "pyamgx" + +class pyamgx_BreakdownDivergence(BreakdownDivergence): + """ + """ + status_code = "failed" + status_name = "failed" + suite = "pyamgx" + +class pyamgx_IterationDivergence(IterationDivergence): + """ + """ + status_code = "diverged" + status_name = "diverged" + suite = "pyamgx" From c1d85d0092120370858fc9b30f2c81384f9edd30 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 7 Jul 2022 18:27:10 -0400 Subject: [PATCH 053/303] Improve status names --- fipy/solvers/pyamgx/pyamgxConvergence.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/fipy/solvers/pyamgx/pyamgxConvergence.py b/fipy/solvers/pyamgx/pyamgxConvergence.py index bf2e026d26..b78eb7a7e7 100644 --- a/fipy/solvers/pyamgx/pyamgxConvergence.py +++ b/fipy/solvers/pyamgx/pyamgxConvergence.py @@ -5,19 +5,19 @@ class pyamgx_Convergence(Convergence): """ """ status_code = "success" - status_name = "success" + status_name = "AMGX_SOLVE_SUCCESS" suite = "pyamgx" class pyamgx_BreakdownDivergence(BreakdownDivergence): """ """ status_code = "failed" - status_name = "failed" + status_name = "AMGX_SOLVE_FAILED" suite = "pyamgx" class pyamgx_IterationDivergence(IterationDivergence): """ """ status_code = "diverged" - status_name = "diverged" + status_name = "AMGX_SOLVE_DIVERGED" suite = "pyamgx" From 27c885253a451e4c0e72f063d907e280b65e0f49 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 8 Jul 2022 13:39:27 -0400 Subject: [PATCH 054/303] Fix `fipy.solvers.solver` name collision --- fipy/matrices/test.py | 16 +++++++-------- fipy/solvers/__init__.py | 36 +++++++++++++++++----------------- fipy/tools/logging/__init__.py | 4 ++-- 3 files changed, 28 insertions(+), 28 deletions(-) diff --git a/fipy/matrices/test.py b/fipy/matrices/test.py index f06af2071c..a207e738c2 100755 --- a/fipy/matrices/test.py +++ b/fipy/matrices/test.py @@ -3,22 +3,22 @@ from fipy.tests.doctestPlus import _LateImportDocTestSuite import fipy.tests.testProgram -from fipy.solvers import solver +from fipy.solvers import solver_suite -if solver == 'trilinos': +if solver_suite == 'trilinos': docTestModuleNames = ('trilinosMatrix', 'pysparseMatrix') -elif solver == 'no-pysparse': +elif solver_suite == 'no-pysparse': docTestModuleNames = ('trilinosMatrix',) -elif solver == 'scipy' or solver == 'pyamg': +elif solver_suite == 'scipy' or solver_suite == 'pyamg': docTestModuleNames = ('scipyMatrix',) -elif solver == 'pysparse': +elif solver_suite == 'pysparse': docTestModuleNames = ('pysparseMatrix',) -elif solver == 'pyamgx': +elif solver_suite == 'pyamgx': docTestModuleNames = ('scipyMatrix',) -elif solver == 'petsc': +elif solver_suite == 'petsc': docTestModuleNames = ('petscMatrix',) else: - raise ImportError('Unknown solver package %s' % solver) + raise ImportError('Unknown solver package %s' % solver_suite) def _suite(): return _LateImportDocTestSuite(docTestModuleNames=docTestModuleNames, base=__name__) diff --git a/fipy/solvers/__init__.py b/fipy/solvers/__init__.py index b68e642fb1..f231567bb4 100644 --- a/fipy/solvers/__init__.py +++ b/fipy/solvers/__init__.py @@ -51,23 +51,23 @@ def _import_mesh_matrices(suite): return _RowMeshMatrix, _ColMeshMatrix, _MeshMatrix -solver = None +solver_suite = None from fipy.tools.comms.dummyComm import DummyComm serialComm, parallelComm = DummyComm(), DummyComm() -if solver is None and _desired_solver in ["pysparse", None]: +if solver_suite is None and _desired_solver in ["pysparse", None]: try: if _Nproc > 1: raise SerialSolverError() from fipy.solvers.pysparse import * __all__.extend(pysparse.__all__) _mesh_matrices = _import_mesh_matrices(suite="Pysparse") - solver = "pysparse" + solver_suite = "pysparse" except Exception as inst: _exceptions["pysparse"] = inst -if solver is None and _desired_solver in ["petsc", None]: +if solver_suite is None and _desired_solver in ["petsc", None]: try: import petsc4py petsc4py.init() @@ -85,11 +85,11 @@ def _import_mesh_matrices(suite): parallelComm = SerialPETScCommWrapper() _mesh_matrices = _import_mesh_matrices(suite="PETSc") - solver = "petsc" + solver_suite = "petsc" except Exception as inst: _exceptions["petsc"] = inst -if solver is None and _desired_solver in ["trilinos", "no-pysparse", None]: +if solver_suite is None and _desired_solver in ["trilinos", "no-pysparse", None]: try: from fipy.solvers.trilinos import * __all__.extend(trilinos.__all__) @@ -106,51 +106,51 @@ def _import_mesh_matrices(suite): if _desired_solver != "no-pysparse": try: _mesh_matrices = _import_mesh_matrices(suite="Pysparse") - solver = "trilinos" + solver_suite = "trilinos" except ImportError: pass - if solver is None: + if solver_suite is None: # no-pysparse requested or pysparseMatrix failed to import _mesh_matrices = _import_mesh_matrices(suite="Trilinos") - solver = "no-pysparse" + solver_suite = "no-pysparse" except Exception as inst: _exceptions["trilinos"] = inst -if solver is None and _desired_solver in ["scipy", None]: +if solver_suite is None and _desired_solver in ["scipy", None]: try: if _Nproc > 1: raise SerialSolverError() from fipy.solvers.scipy import * __all__.extend(scipy.__all__) _mesh_matrices = _import_mesh_matrices(suite="Scipy") - solver = "scipy" + solver_suite = "scipy" except Exception as inst: _exceptions["scipy"] = inst -if solver is None and _desired_solver in ["pyamg", None]: +if solver_suite is None and _desired_solver in ["pyamg", None]: try: if _Nproc > 1: raise SerialSolverError() from fipy.solvers.pyAMG import * __all__.extend(pyAMG.__all__) _mesh_matrices = _import_mesh_matrices(suite="Scipy") - solver = "pyamg" + solver_suite = "pyamg" except Exception as inst: _exceptions["pyamg"] = inst -if solver is None and _desired_solver in ["pyamgx", None]: +if solver_suite is None and _desired_solver in ["pyamgx", None]: try: if _Nproc > 1: raise SerialSolverError('pyamgx') from fipy.solvers.pyamgx import * __all__.extend(pyamgx.__all__) _mesh_matrices = _import_mesh_matrices(suite="Scipy") - solver = "pyamgx" + solver_suite = "pyamgx" except Exception as inst: _exceptions["pyamgx"] = inst -if solver is None: +if solver_suite is None: if _desired_solver is None: raise ImportError('Unable to load a solver: %s' % str(_exceptions)) else: @@ -165,7 +165,7 @@ def _import_mesh_matrices(suite): from fipy.tests.doctestPlus import register_skipper register_skipper(flag='PYSPARSE_SOLVER', - test=lambda: solver == 'pysparse', + test=lambda: solver_suite == 'pysparse', why="the Pysparse solvers are not being used.", skipWarning=True) @@ -175,7 +175,7 @@ def _import_mesh_matrices(suite): skipWarning=True) del register_skipper -_log.info("Solver suite is %s", solver) +_log.info("Solver suite is %s", solver_suite) _log.debug("DefaultSolver is %s", DefaultSolver) _log.debug("DefaultAsymmetricSolver is %s", DefaultAsymmetricSolver) _log.debug("DummySolver is %s", DummySolver) diff --git a/fipy/tools/logging/__init__.py b/fipy/tools/logging/__init__.py index 9d3abb6434..0dd37448a4 100644 --- a/fipy/tools/logging/__init__.py +++ b/fipy/tools/logging/__init__.py @@ -50,8 +50,8 @@ def package_info(): packages['gmsh'] = 'version check failed: {}'.format(e) try: - from fipy.solvers import solver - packages['solver'] = solver + from fipy.solvers import solver_suite + packages['solver'] = solver_suite except Exception as e: packages['solver'] = str(e) From 20555b53b651fc74bfed37194935b8916e6c8643 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 8 Jul 2022 13:40:07 -0400 Subject: [PATCH 055/303] Add solver skippers --- fipy/solvers/__init__.py | 27 ++++++++++++++++++++++++--- 1 file changed, 24 insertions(+), 3 deletions(-) diff --git a/fipy/solvers/__init__.py b/fipy/solvers/__init__.py index f231567bb4..cafbb24ce1 100644 --- a/fipy/solvers/__init__.py +++ b/fipy/solvers/__init__.py @@ -169,10 +169,31 @@ def _import_mesh_matrices(suite): why="the Pysparse solvers are not being used.", skipWarning=True) -register_skipper(flag='NOT_PYAMGX_SOLVER', - test=lambda: solver != 'pyamgx', - why="the PyAMGX solver is being used.", +register_skipper(flag='PETSC_SOLVER', + test=lambda: solver_suite == 'petsc', + why="the PETSc solvers are not being used.", skipWarning=True) + +register_skipper(flag='SCIPY_SOLVER', + test=lambda: solver_suite == 'scipy', + why="the SciPy solvers are not being used.", + skipWarning=True) + +register_skipper(flag='PYAMG_SOLVER', + test=lambda: solver_suite == 'pyamg', + why="the PyAMG solvers are not being used.", + skipWarning=True) + +register_skipper(flag='PYAMGX_SOLVER', + test=lambda: solver_suite == 'pyamgx', + why="the pyamgx solvers are not being used.", + skipWarning=True) + +register_skipper(flag='TRILINOS_SOLVER', + test=lambda: (solver_suite == 'trilinos') or (solver_suite == 'no-pysparse'), + why="the Trilinos solvers are not being used.", + skipWarning=True) + del register_skipper _log.info("Solver suite is %s", solver_suite) From 86dea829ae1a9490d963dc889d114bef2dbeb2cf Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 8 Jul 2022 13:42:23 -0400 Subject: [PATCH 056/303] Add `criterion=` to AztecOO solvers --- fipy/solvers/trilinos/linearBicgstabSolver.py | 8 ++++++-- fipy/solvers/trilinos/linearCGSSolver.py | 8 ++++++-- fipy/solvers/trilinos/linearGMRESSolver.py | 8 ++++++-- fipy/solvers/trilinos/linearPCGSolver.py | 8 ++++++-- 4 files changed, 24 insertions(+), 8 deletions(-) diff --git a/fipy/solvers/trilinos/linearBicgstabSolver.py b/fipy/solvers/trilinos/linearBicgstabSolver.py index 9cd46f9984..10a2517b48 100644 --- a/fipy/solvers/trilinos/linearBicgstabSolver.py +++ b/fipy/solvers/trilinos/linearBicgstabSolver.py @@ -18,16 +18,20 @@ class LinearBicgstabSolver(TrilinosAztecOOSolver): """ - def __init__(self, tolerance=1e-10, iterations=1000, precon=JacobiPreconditioner()): + def __init__(self, tolerance=1e-10, criterion="default", + iterations=1000, precon=JacobiPreconditioner()): """ Parameters ---------- tolerance : float Required error tolerance. + criterion : {'default', 'initial', 'unscaled', 'RHS', 'matrix', 'solution'} + Interpretation of ``tolerance``. + See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. precon : ~fipy.solvers.trilinos.preconditioners.preconditioner.Preconditioner """ - TrilinosAztecOOSolver.__init__(self, tolerance=tolerance, + TrilinosAztecOOSolver.__init__(self, tolerance=tolerance, criterion=criterion, iterations=iterations, precon=precon) self.solver = AztecOO.AZ_bicgstab diff --git a/fipy/solvers/trilinos/linearCGSSolver.py b/fipy/solvers/trilinos/linearCGSSolver.py index 999ab06add..b53ab66e0f 100644 --- a/fipy/solvers/trilinos/linearCGSSolver.py +++ b/fipy/solvers/trilinos/linearCGSSolver.py @@ -18,16 +18,20 @@ class LinearCGSSolver(TrilinosAztecOOSolver): """ - def __init__(self, tolerance=1e-10, iterations=1000, precon=MultilevelDDPreconditioner()): + def __init__(self, tolerance=1e-10, criterion="default", + iterations=1000, precon=MultilevelDDPreconditioner()): """ Parameters ---------- tolerance : float Required error tolerance. + criterion : {'default', 'initial', 'unscaled', 'RHS', 'matrix', 'solution'} + Interpretation of ``tolerance``. + See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. precon : ~fipy.solvers.trilinos.preconditioners.preconditioner.Preconditioner """ - TrilinosAztecOOSolver.__init__(self, tolerance=tolerance, + TrilinosAztecOOSolver.__init__(self, tolerance=tolerance, criterion=criterion, iterations=iterations, precon=precon) self.solver = AztecOO.AZ_cgs diff --git a/fipy/solvers/trilinos/linearGMRESSolver.py b/fipy/solvers/trilinos/linearGMRESSolver.py index acaa851a59..247fb1be6b 100644 --- a/fipy/solvers/trilinos/linearGMRESSolver.py +++ b/fipy/solvers/trilinos/linearGMRESSolver.py @@ -18,16 +18,20 @@ class LinearGMRESSolver(TrilinosAztecOOSolver): """ - def __init__(self, tolerance=1e-10, iterations=1000, precon=MultilevelDDPreconditioner()): + def __init__(self, tolerance=1e-10, criterion="default", + iterations=1000, precon=MultilevelDDPreconditioner()): """ Parameters ---------- tolerance : float Required error tolerance. + criterion : {'default', 'initial', 'unscaled', 'RHS', 'matrix', 'solution'} + Interpretation of ``tolerance``. + See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. precon : ~fipy.solvers.trilinos.preconditioners.preconditioner.Preconditioner """ - TrilinosAztecOOSolver.__init__(self, tolerance=tolerance, + TrilinosAztecOOSolver.__init__(self, tolerance=tolerance, criterion=criterion, iterations=iterations, precon=precon) self.solver = AztecOO.AZ_gmres diff --git a/fipy/solvers/trilinos/linearPCGSolver.py b/fipy/solvers/trilinos/linearPCGSolver.py index ca090c076b..0856b60b1f 100644 --- a/fipy/solvers/trilinos/linearPCGSolver.py +++ b/fipy/solvers/trilinos/linearPCGSolver.py @@ -18,17 +18,21 @@ class LinearPCGSolver(TrilinosAztecOOSolver): """ - def __init__(self, tolerance=1e-10, iterations=1000, precon=MultilevelDDPreconditioner()): + def __init__(self, tolerance=1e-10, criterion="default", + iterations=1000, precon=MultilevelDDPreconditioner()): """ Parameters ---------- tolerance : float Required error tolerance. + criterion : {'default', 'initial', 'unscaled', 'RHS', 'matrix', 'solution'} + Interpretation of ``tolerance``. + See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. precon : ~fipy.solvers.trilinos.preconditioners.preconditioner.Preconditioner """ - TrilinosAztecOOSolver.__init__(self, tolerance=tolerance, + TrilinosAztecOOSolver.__init__(self, tolerance=tolerance, criterion=criterion, iterations=iterations, precon=precon) self.solver = AztecOO.AZ_cg From 0aa98ede53048099e65bd6140e61a3ad09a2071b Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 8 Jul 2022 13:43:49 -0400 Subject: [PATCH 057/303] Tweak `ConvergenceBase.info` --- fipy/solvers/convergence.py | 5 ++++- fipy/solvers/trilinos/trilinosAztecOOSolver.py | 3 ++- 2 files changed, 6 insertions(+), 2 deletions(-) diff --git a/fipy/solvers/convergence.py b/fipy/solvers/convergence.py index 78dedeef70..b12a97096a 100644 --- a/fipy/solvers/convergence.py +++ b/fipy/solvers/convergence.py @@ -53,7 +53,7 @@ def __init__(self, solver, iterations, residual, criterion, actual_code=None, ** else: self.actual_code = actual_code - self.info = vars(self) + self.info = vars(self).copy() self.info["status_name"] = self.status_name self.info["status_code"] = self.status_code self.info["max_iterations"] = self.solver.iterations @@ -65,6 +65,9 @@ def __init__(self, solver, iterations, residual, criterion, actual_code=None, ** def warn(self): pass + def __str__(self): + return str(self.info) + class Convergence(ConvergenceBase): message = "User requested convergence criteria is satisfied. Iterations: {0}. Relative error: {1}" diff --git a/fipy/solvers/trilinos/trilinosAztecOOSolver.py b/fipy/solvers/trilinos/trilinosAztecOOSolver.py index 71f3dad6e2..05cec10e48 100644 --- a/fipy/solvers/trilinos/trilinosAztecOOSolver.py +++ b/fipy/solvers/trilinos/trilinosAztecOOSolver.py @@ -86,9 +86,10 @@ def _solve_(self, L, x, b): self._setConvergence(suite="trilinos", code=int(status[AztecOO.AZ_why]), iterations=status[AztecOO.AZ_its], - residual=status[AztecOO.AZ_r] / tolerance_factor, + residual=status[AztecOO.AZ_scaled_r] / tolerance_factor, scaled_residual=status[AztecOO.AZ_scaled_r], convergence_residual=status[AztecOO.AZ_rec_r], + raw_residual=status[AztecOO.AZ_r], solve_time=status[AztecOO.AZ_solve_time], Aztec_version=status[AztecOO.AZ_Aztec_version]) From d048d004830e0cf38ce102bcfcb67b2dc8c3b69b Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 8 Jul 2022 13:46:19 -0400 Subject: [PATCH 058/303] Add convergence normalization methods --- fipy/solvers/petsc/petscSolver.py | 6 ++++++ fipy/solvers/pyamgx/pyAMGXSolver.py | 14 ++++++++++---- fipy/solvers/pysparse/linearInitialSolver.py | 4 ++-- fipy/solvers/pysparse/linearRHSSolver.py | 2 +- fipy/solvers/pysparse/pysparseSolver.py | 6 ++++++ fipy/solvers/scipy/linearLUSolver.py | 2 +- fipy/solvers/scipy/scipyKrylovSolver.py | 2 +- fipy/solvers/scipy/scipySolver.py | 8 ++++++++ 8 files changed, 35 insertions(+), 9 deletions(-) diff --git a/fipy/solvers/petsc/petscSolver.py b/fipy/solvers/petsc/petscSolver.py index 0247f108b8..025889a308 100644 --- a/fipy/solvers/petsc/petscSolver.py +++ b/fipy/solvers/petsc/petscSolver.py @@ -45,6 +45,12 @@ def _deleteGlobalMatrixAndVectors(self): overlappingRHSvector.destroy() del self.globalVectors + def _rhsNorm(self, L, x, b): + return b.norm(PETSc.NormType.NORM_2) + + def _matrixNorm(self, L, x, b): + return L.norm(PETSc.NormType.NORM_INFINITY) + def _residualNorm(self, L, x, b): residualVector = L * x - b diff --git a/fipy/solvers/pyamgx/pyAMGXSolver.py b/fipy/solvers/pyamgx/pyAMGXSolver.py index 5f0e020664..da60a1ddb1 100644 --- a/fipy/solvers/pyamgx/pyAMGXSolver.py +++ b/fipy/solvers/pyamgx/pyAMGXSolver.py @@ -1,6 +1,6 @@ from __future__ import unicode_literals -import numpy -from scipy.sparse import csr_matrix + +from scipy.sparse import csr_matrix, linalg import pyamgx @@ -69,6 +69,12 @@ def _storeMatrix(self, var, matrix, RHSvector): self.matrix = matrix self.RHSvector = RHSvector + def _rhsNorm(self, L, x, b): + return numerix.L2norm(b) + + def _matrixNorm(self, L, x, b): + return linalg.norm(L.matrix, ord=numerix.inf) + def _adaptDefaultTolerance(self, L, x, b): return self._adaptInitialTolerance(L, x, b) @@ -76,10 +82,10 @@ def _adaptUnscaledTolerance(self, L, x, b): return (1., "ABSOLUTE") def _adaptRHSTolerance(self, L, x, b): - return (self.rhsNorm(L, x, b), "ABSOLUTE") + return (self._rhsNorm(L, x, b), "ABSOLUTE") def _adaptMatrixTolerance(self, L, x, b): - return (self.matrixNorm(L, x, b), "ABSOLUTE") + return (self._matrixNorm(L, x, b), "ABSOLUTE") def _adaptInitialTolerance(self, L, x, b): return (1., "RELATIVE_INI_CORE") diff --git a/fipy/solvers/pysparse/linearInitialSolver.py b/fipy/solvers/pysparse/linearInitialSolver.py index 1505924fd8..8b6a41483b 100644 --- a/fipy/solvers/pysparse/linearInitialSolver.py +++ b/fipy/solvers/pysparse/linearInitialSolver.py @@ -37,11 +37,11 @@ def _adaptUnscaledTolerance(self, L, x, b): return (factor, None) def _adaptRHSTolerance(self, L, x, b): - factor = self.rhsNorm(L, x, b) / self._residualNorm(L, x, b) + factor = self._rhsNorm(L, x, b) / self._residualNorm(L, x, b) return (1., None) def _adaptMatrixTolerance(self, L, x, b): - factor = self.matrixNorm(L, x, b) / self._residualNorm(L, x, b) + factor = self._matrixNorm(L, x, b) / self._residualNorm(L, x, b) return (factor, None) def _adaptInitialTolerance(self, L, x, b): diff --git a/fipy/solvers/pysparse/linearRHSSolver.py b/fipy/solvers/pysparse/linearRHSSolver.py index 5bb431ed46..cb0838dcdc 100644 --- a/fipy/solvers/pysparse/linearRHSSolver.py +++ b/fipy/solvers/pysparse/linearRHSSolver.py @@ -40,7 +40,7 @@ def _adaptRHSTolerance(self, L, x, b): return (1., None) def _adaptMatrixTolerance(self, L, x, b): - factor = self.matrixNorm(L, x, b) / self._rhsNorm(L, x, b) + factor = self._matrixNorm(L, x, b) / self._rhsNorm(L, x, b) return (factor, None) def _adaptInitialTolerance(self, L, x, b): diff --git a/fipy/solvers/pysparse/pysparseSolver.py b/fipy/solvers/pysparse/pysparseSolver.py index 6454371017..bc22a6619d 100644 --- a/fipy/solvers/pysparse/pysparseSolver.py +++ b/fipy/solvers/pysparse/pysparseSolver.py @@ -56,6 +56,12 @@ def _solve_(self, L, x, b): self.convergence.warn() + def _rhsNorm(self, L, x, b): + return numerix.L2norm(b) + + def _matrixNorm(self, L, x, b): + return L.matrix.norm('inf') + def _residualNorm(self, L, x, b): residualVector = L * x - b diff --git a/fipy/solvers/scipy/linearLUSolver.py b/fipy/solvers/scipy/linearLUSolver.py index ae94b33519..1b1ecc9611 100644 --- a/fipy/solvers/scipy/linearLUSolver.py +++ b/fipy/solvers/scipy/linearLUSolver.py @@ -29,7 +29,7 @@ def _adaptRHSTolerance(self, L, x, b): return (self._rhsNorm(L, x, b), None) def _adaptMatrixTolerance(self, L, x, b): - return (self.matrixNorm(L, x, b), None) + return (self._matrixNorm(L, x, b), None) def _adaptInitialTolerance(self, L, x, b): return (self._residualNorm(L, x, b), None) diff --git a/fipy/solvers/scipy/scipyKrylovSolver.py b/fipy/solvers/scipy/scipyKrylovSolver.py index 587d6e8655..ddc0a21e2f 100644 --- a/fipy/solvers/scipy/scipyKrylovSolver.py +++ b/fipy/solvers/scipy/scipyKrylovSolver.py @@ -30,7 +30,7 @@ def _adaptRHSTolerance(self, L, x, b): return (1., None) def _adaptMatrixTolerance(self, L, x, b): - factor = self.matrixNorm(L, x, b) / self._rhsNorm(L, x, b) + factor = self._matrixNorm(L, x, b) / self._rhsNorm(L, x, b) return (factor, None) def _adaptInitialTolerance(self, L, x, b): diff --git a/fipy/solvers/scipy/scipySolver.py b/fipy/solvers/scipy/scipySolver.py index a4e849750c..c6c9346c2c 100644 --- a/fipy/solvers/scipy/scipySolver.py +++ b/fipy/solvers/scipy/scipySolver.py @@ -3,6 +3,8 @@ __all__ = [] +from scipy.sparse import linalg + from fipy.matrices.scipyMatrix import _ScipyMeshMatrix from fipy.solvers.solver import Solver from fipy.tools import numerix @@ -39,6 +41,12 @@ def __init__(self, tolerance=1e-10, criterion="default", def _matrixClass(self): return _ScipyMeshMatrix + def _rhsNorm(self, L, x, b): + return numerix.L2norm(b) + + def _matrixNorm(self, L, x, b): + return linalg.norm(L.matrix, ord=numerix.inf) + def _residualNorm(self, L, x, b): residualVector = L * x - b From a3f4d2752d2767c96ebe94ef47983a5f9326bbc7 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 8 Jul 2022 13:46:58 -0400 Subject: [PATCH 059/303] Add tests of convergence criteria --- fipy/solvers/solver.py | 75 +++++++++++++++++++++++++++++++++++++++--- fipy/solvers/test.py | 7 ++-- 2 files changed, 75 insertions(+), 7 deletions(-) diff --git a/fipy/solvers/solver.py b/fipy/solvers/solver.py index 3c4c227c0d..92656955cc 100644 --- a/fipy/solvers/solver.py +++ b/fipy/solvers/solver.py @@ -12,6 +12,7 @@ """ from __future__ import division +from __future__ import print_function from __future__ import unicode_literals from builtins import object from builtins import str @@ -99,10 +100,6 @@ class Solver(object): .. attention:: This class is abstract. Always create one of its subclasses. """ - criteria = { - "default": None - } - def __init__(self, tolerance=1e-10, criterion="default", iterations=1000, precon=None): """ @@ -264,5 +261,75 @@ def __enter__(self): def __exit__(self, exc_type, exc_value, traceback): pass + def __del__(self): pass + + def _test(self): + """ + >>> import fipy as fp + + >>> mesh = fp.Grid1D(nx=3) + >>> var = fp.CellVariable(mesh=mesh) + >>> var.constrain(1., where=mesh.facesLeft) + >>> var.constrain(2., where=mesh.facesRight) + >>> D = fp.FaceVariable(mesh=mesh, value=mesh.faceCenters[0]) + >>> eq = fp.TransientTerm() == fp.DiffusionTerm(coeff=D) + + >>> var.setValue(mesh.x) + >>> # with eq.getDefaultSolver(criterion="default", precon=None) as s: + >>> # with fp.LinearPCGSolver(criterion="default") as solver: + >>> # with fp.LinearGMRESSolver(criterion="default") as solver: + >>> with fp.LinearGMRESSolver(criterion="default", precon=None) as s: + ... eq.solve(var=var, dt=1., solver=s) + ... print(s.convergence.criterion, s.convergence.residual, var) + default 5.325944231618159e-16 [ 1.06363636 1.62727273 1.97272727] + + >>> var.setValue(mesh.x) + >>> with fp.LinearGMRESSolver(criterion="unscaled", precon=None) as s: + ... eq.solve(var=var, dt=1., solver=s) + ... print(s.convergence.criterion, s.convergence.residual, var) + unscaled 8.479955780533376e-15 [ 1.06363636 1.62727273 1.97272727] + + >>> var.setValue(mesh.x) + >>> with fp.LinearGMRESSolver(criterion="RHS", precon=None) as s: + ... eq.solve(var=var, dt=1., solver=s) + ... print(s.convergence.criterion, s.convergence.residual, var) + RHS 5.813782806744329e-16 [ 1.06363636 1.62727273 1.97272727] + + >>> var.setValue(mesh.x) + >>> with fp.LinearGMRESSolver(criterion="matrix", precon=None) as s: + ... eq.solve(var=var, dt=1., solver=s) + ... print(s.convergence.criterion, s.convergence.residual, var) + matrix 7.709050709575797e-16 [ 1.06363636 1.62727273 1.97272727] + + >>> var.setValue(mesh.x) + >>> with fp.LinearGMRESSolver(criterion="initial", precon=None) as s: + ... eq.solve(var=var, dt=1., solver=s) + ... print(s.convergence.criterion, s.convergence.residual, var) + initial 1.6319682508690227e-15 [ 1.06363636 1.62727273 1.97272727] + + >>> # var.setValue(mesh.x) + >>> # with fp.LinearGMRESSolver(criterion="solution") as s: # doctest: +TRILINOS_SOLVER + ... # eq.solve(var=var, dt=1., solver=s) + ... # print(s.convergence.criterion, s.convergence.residual, var) + + >>> var.setValue(mesh.x) + >>> with fp.LinearGMRESSolver(criterion="preconditioned", precon=None) as s: # doctest: +PETSC_SOLVER + ... eq.solve(var=var, dt=1., solver=s) + ... print(s.convergence.criterion, s.convergence.residual, var) + preconditioned 5.325944231618159e-16 [ 1.06363636 1.62727273 1.97272727] + + >>> var.setValue(mesh.x) + >>> with fp.LinearGMRESSolver(criterion="natural", precon=None) as s: # doctest: +PETSC_SOLVER + ... eq.solve(var=var, dt=1., solver=s) + ... print(s.convergence.criterion, s.convergence.residual, var) + """ + pass + +def _test(): + import fipy.tests.doctestPlus + return fipy.tests.doctestPlus.testmod() + +if __name__ == "__main__": + _test() diff --git a/fipy/solvers/test.py b/fipy/solvers/test.py index 67a1be08be..8f97a99481 100755 --- a/fipy/solvers/test.py +++ b/fipy/solvers/test.py @@ -1,12 +1,13 @@ from __future__ import unicode_literals __all__ = [] -from fipy.tests.lateImportTest import _LateImportTestSuite +from fipy.tests.doctestPlus import _LateImportDocTestSuite import fipy.tests.testProgram def _suite(): - return _LateImportTestSuite(testModuleNames = (), - base = __name__) + return _LateImportDocTestSuite(docTestModuleNames = ( + 'solver', + ), base = __name__) if __name__ == '__main__': fipy.tests.testProgram.main(defaultTest='_suite') From 7a658c00bd0434fcb0f38567441259a8402ae1a0 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 7 Jul 2022 18:49:28 -0400 Subject: [PATCH 060/303] Don't check residual when failed --- fipy/solvers/pyamgx/pyAMGXSolver.py | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/fipy/solvers/pyamgx/pyAMGXSolver.py b/fipy/solvers/pyamgx/pyAMGXSolver.py index da60a1ddb1..98267bee48 100644 --- a/fipy/solvers/pyamgx/pyAMGXSolver.py +++ b/fipy/solvers/pyamgx/pyAMGXSolver.py @@ -99,6 +99,7 @@ def _solve_(self, L, x, b): tolerance_factor, suite_criterion = self._adaptTolerance(L, x, b) config_dict = self.config_dict.copy() config_dict["solver"]["monitor_residual"] = 1 + config_dict["solver"]["store_res_history"] = 1 config_dict["solver"]["tolerance"] = self.tolerance * tolerance_factor config_dict["solver"]["convergence"] = suite_criterion @@ -112,10 +113,15 @@ def _solve_(self, L, x, b): # download values from GPU to CPU self.x_gpu.download(x) + if solver.iterations_number == -1: + residual = None + else: + residual = solver.get_residual() / tolerance_factor + self._setConvergence(suite="pyamgx", code=solver.status, iterations=solver.iterations_number, - residual=0.) #solver.get_residual() / tolerance_factor) + residual=residual) self.convergence.warn() From bbee5db2d6d10aa3c34f42e9e711b5573b43fd06 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 8 Jul 2022 14:03:30 -0400 Subject: [PATCH 061/303] Add classes to pyamgx namespace --- fipy/solvers/pyamgx/__init__.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/fipy/solvers/pyamgx/__init__.py b/fipy/solvers/pyamgx/__init__.py index 0cd3063673..6665dc425b 100644 --- a/fipy/solvers/pyamgx/__init__.py +++ b/fipy/solvers/pyamgx/__init__.py @@ -36,7 +36,9 @@ __all__ = [text_to_native_str(n) for n in __all__] __all__.extend(linearCGSolver.__all__) +__all__.extend(linearGMRESSolver.__all__) __all__.extend(linearFGMRESSolver.__all__) __all__.extend(linearBiCGStabSolver.__all__) __all__.extend(linearLUSolver.__all__) __all__.extend(aggregationAMGSolver.__all__) +__all__.extend(classicalAMGSolver.__all__) From 5dc3d19f26febcdaa81741f191602233337abc9b Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 8 Jul 2022 14:18:19 -0400 Subject: [PATCH 062/303] Add `convergence=` to pyamgx solvers --- fipy/solvers/pyamgx/aggregationAMGSolver.py | 8 ++++++-- fipy/solvers/pyamgx/classicalAMGSolver.py | 8 ++++++-- fipy/solvers/pyamgx/linearBiCGStabSolver.py | 8 ++++++-- fipy/solvers/pyamgx/linearCGSolver.py | 9 +++++++-- fipy/solvers/pyamgx/linearFGMRESSolver.py | 8 ++++++-- fipy/solvers/pyamgx/linearGMRESSolver.py | 8 ++++++-- fipy/solvers/pyamgx/pyAMGXSolver.py | 2 +- 7 files changed, 38 insertions(+), 13 deletions(-) diff --git a/fipy/solvers/pyamgx/aggregationAMGSolver.py b/fipy/solvers/pyamgx/aggregationAMGSolver.py index 053f5aa30a..b465e31fdc 100644 --- a/fipy/solvers/pyamgx/aggregationAMGSolver.py +++ b/fipy/solvers/pyamgx/aggregationAMGSolver.py @@ -11,8 +11,8 @@ class AggregationAMGSolver(PyAMGXSolver): The `AggregationAMGSolver` is an interface to the aggregation AMG solver in AMGX, with a Jacobi smoother by default. """ - def __init__(self, tolerance=1e-10, iterations=2000, - precon=None, + def __init__(self, tolerance=1e-10, criterion="default", + iterations=1000, precon=None, smoother=BlockJacobiSmoother(), **kwargs): """ @@ -20,6 +20,9 @@ def __init__(self, tolerance=1e-10, iterations=2000, ---------- tolerance : float Required error tolerance. + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} + Interpretation of ``tolerance``. + See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. precon : ~fipy.solvers.pyamgx.preconditioners.preconditioners.Preconditioner, optional @@ -41,6 +44,7 @@ def __init__(self, tolerance=1e-10, iterations=2000, super(AggregationAMGSolver, self).__init__( config_dict, tolerance=tolerance, + criterion=criterion, iterations=iterations, precon=precon, smoother=smoother, diff --git a/fipy/solvers/pyamgx/classicalAMGSolver.py b/fipy/solvers/pyamgx/classicalAMGSolver.py index c90500fbbc..e91b69b980 100644 --- a/fipy/solvers/pyamgx/classicalAMGSolver.py +++ b/fipy/solvers/pyamgx/classicalAMGSolver.py @@ -11,8 +11,8 @@ class ClassicalAMGSolver(PyAMGXSolver): The `ClassicalAMGSolver` is an interface to the classical AMG solver in AMGX, with a Jacobi smoother by default. """ - def __init__(self, tolerance=1e-10, iterations=2000, - precon=None, + def __init__(self, tolerance=1e-10, criterion="default", + iterations=1000, precon=None, smoother=BlockJacobiSmoother(), **kwargs): """ @@ -20,6 +20,9 @@ def __init__(self, tolerance=1e-10, iterations=2000, ---------- tolerance : float Required error tolerance. + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} + Interpretation of ``tolerance``. + See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. precon : ~fipy.solvers.pyamgx.preconditioners.preconditioners.Preconditioner, optional @@ -40,6 +43,7 @@ def __init__(self, tolerance=1e-10, iterations=2000, super(ClassicalAMGSolver, self).__init__( config_dict, tolerance=tolerance, + criterion=criterion, iterations=iterations, precon=precon, smoother=smoother, diff --git a/fipy/solvers/pyamgx/linearBiCGStabSolver.py b/fipy/solvers/pyamgx/linearBiCGStabSolver.py index 6af2a5b1df..9cf57711e8 100644 --- a/fipy/solvers/pyamgx/linearBiCGStabSolver.py +++ b/fipy/solvers/pyamgx/linearBiCGStabSolver.py @@ -12,14 +12,17 @@ class LinearBiCGStabSolver(PyAMGXSolver): AMGX, with a Jacobi preconditioner by default. """ - def __init__(self, tolerance=1e-10, iterations=2000, - precon=BlockJacobiPreconditioner(), + def __init__(self, tolerance=1e-10, criterion="default", + iterations=1000, precon=BlockJacobiPreconditioner(), **kwargs): """ Parameters ---------- tolerance : float Required error tolerance. + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} + Interpretation of ``tolerance``. + See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. precon : ~fipy.solvers.pyamgx.preconditioners.preconditioners.Preconditioner, optional @@ -41,6 +44,7 @@ def __init__(self, tolerance=1e-10, iterations=2000, } super(LinearBiCGStabSolver, self).__init__( config_dict, + criterion=criterion, tolerance=tolerance, iterations=iterations, precon=precon, diff --git a/fipy/solvers/pyamgx/linearCGSolver.py b/fipy/solvers/pyamgx/linearCGSolver.py index 05c6887bda..6105e21b22 100644 --- a/fipy/solvers/pyamgx/linearCGSolver.py +++ b/fipy/solvers/pyamgx/linearCGSolver.py @@ -12,13 +12,17 @@ class LinearCGSolver(PyAMGXSolver): AMGX, with no preconditioning by default. """ - def __init__(self, tolerance=1e-10, iterations=2000, precon=BlockJacobiPreconditioner(), - **kwargs): + def __init__(self, tolerance=1e-10, criterion="default", + iterations=1000, precon=BlockJacobiPreconditioner(), + **kwargs): """ Parameters ---------- tolerance : float Required error tolerance. + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} + Interpretation of ``tolerance``. + See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. precon : ~fipy.solvers.pyamgx.preconditioners.preconditioners.Preconditioner, optional @@ -41,6 +45,7 @@ def __init__(self, tolerance=1e-10, iterations=2000, precon=BlockJacobiPrecondit super(LinearCGSolver, self).__init__( config_dict, tolerance=tolerance, + criterion=criterion, iterations=iterations, precon=precon, **kwargs) diff --git a/fipy/solvers/pyamgx/linearFGMRESSolver.py b/fipy/solvers/pyamgx/linearFGMRESSolver.py index 948396a15b..a38be261ff 100644 --- a/fipy/solvers/pyamgx/linearFGMRESSolver.py +++ b/fipy/solvers/pyamgx/linearFGMRESSolver.py @@ -12,14 +12,17 @@ class LinearFGMRESSolver(PyAMGXSolver): AMGX, with a Jacobi preconditioner by default. """ - def __init__(self, tolerance=1e-10, iterations=2000, - precon=BlockJacobiPreconditioner(), + def __init__(self, tolerance=1e-10, criterion="default", + iterations=1000, precon=BlockJacobiPreconditioner(), **kwargs): """ Parameters ---------- tolerance : float Required error tolerance. + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} + Interpretation of ``tolerance``. + See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. precon : ~fipy.solvers.pyamgx.preconditioners.preconditioners.Preconditioner, optional @@ -41,6 +44,7 @@ def __init__(self, tolerance=1e-10, iterations=2000, super(LinearFGMRESSolver, self).__init__( config_dict, tolerance=tolerance, + criterion=criterion, iterations=iterations, precon=precon, **kwargs) diff --git a/fipy/solvers/pyamgx/linearGMRESSolver.py b/fipy/solvers/pyamgx/linearGMRESSolver.py index 123b0f23e2..05999797f3 100644 --- a/fipy/solvers/pyamgx/linearGMRESSolver.py +++ b/fipy/solvers/pyamgx/linearGMRESSolver.py @@ -12,14 +12,17 @@ class LinearGMRESSolver(PyAMGXSolver): AMGX, with a Jacobi preconditioner by default. """ - def __init__(self, tolerance=1e-10, iterations=2000, - precon=BlockJacobiPreconditioner(), + def __init__(self, tolerance=1e-10, criterion="default", + iterations=1000, precon=BlockJacobiPreconditioner(), **kwargs): """ Parameters ---------- tolerance : float Required error tolerance. + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} + Interpretation of ``tolerance``. + See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. precon : ~fipy.solvers.pyamgx.preconditioners.preconditioners.Preconditioner, optional @@ -42,6 +45,7 @@ def __init__(self, tolerance=1e-10, iterations=2000, super(LinearGMRESSolver, self).__init__( config_dict, tolerance=tolerance, + criterion=criterion, iterations=iterations, precon=precon, **kwargs) diff --git a/fipy/solvers/pyamgx/pyAMGXSolver.py b/fipy/solvers/pyamgx/pyAMGXSolver.py index 98267bee48..4a5f8d48b0 100644 --- a/fipy/solvers/pyamgx/pyAMGXSolver.py +++ b/fipy/solvers/pyamgx/pyAMGXSolver.py @@ -15,7 +15,7 @@ class PyAMGXSolver(Solver): def __init__(self, config_dict, tolerance=1e-10, criterion="default", - iterations=2000, precon=None, smoother=None, **kwargs): + iterations=1000, precon=None, smoother=None, **kwargs): """ Parameters ---------- From e5b47beab15692fa6f1892044d4abe3437bc6ed2 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 8 Jul 2022 15:03:12 -0400 Subject: [PATCH 063/303] Switch to default solver --- fipy/solvers/solver.py | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/fipy/solvers/solver.py b/fipy/solvers/solver.py index 92656955cc..7884e30e5a 100644 --- a/fipy/solvers/solver.py +++ b/fipy/solvers/solver.py @@ -280,48 +280,48 @@ def _test(self): >>> # with eq.getDefaultSolver(criterion="default", precon=None) as s: >>> # with fp.LinearPCGSolver(criterion="default") as solver: >>> # with fp.LinearGMRESSolver(criterion="default") as solver: - >>> with fp.LinearGMRESSolver(criterion="default", precon=None) as s: + >>> with eq.getDefaultSolver(criterion="default") as s: ... eq.solve(var=var, dt=1., solver=s) ... print(s.convergence.criterion, s.convergence.residual, var) default 5.325944231618159e-16 [ 1.06363636 1.62727273 1.97272727] >>> var.setValue(mesh.x) - >>> with fp.LinearGMRESSolver(criterion="unscaled", precon=None) as s: + >>> with eq.getDefaultSolver(criterion="unscaled") as s: ... eq.solve(var=var, dt=1., solver=s) ... print(s.convergence.criterion, s.convergence.residual, var) unscaled 8.479955780533376e-15 [ 1.06363636 1.62727273 1.97272727] >>> var.setValue(mesh.x) - >>> with fp.LinearGMRESSolver(criterion="RHS", precon=None) as s: + >>> with eq.getDefaultSolver(criterion="RHS") as s: ... eq.solve(var=var, dt=1., solver=s) ... print(s.convergence.criterion, s.convergence.residual, var) RHS 5.813782806744329e-16 [ 1.06363636 1.62727273 1.97272727] >>> var.setValue(mesh.x) - >>> with fp.LinearGMRESSolver(criterion="matrix", precon=None) as s: + >>> with eq.getDefaultSolver(criterion="matrix") as s: ... eq.solve(var=var, dt=1., solver=s) ... print(s.convergence.criterion, s.convergence.residual, var) matrix 7.709050709575797e-16 [ 1.06363636 1.62727273 1.97272727] >>> var.setValue(mesh.x) - >>> with fp.LinearGMRESSolver(criterion="initial", precon=None) as s: + >>> with eq.getDefaultSolver(criterion="initial") as s: ... eq.solve(var=var, dt=1., solver=s) ... print(s.convergence.criterion, s.convergence.residual, var) initial 1.6319682508690227e-15 [ 1.06363636 1.62727273 1.97272727] >>> # var.setValue(mesh.x) - >>> # with fp.LinearGMRESSolver(criterion="solution") as s: # doctest: +TRILINOS_SOLVER + >>> # with eq.getDefaultSolver(criterion="solution") as s: # doctest: +TRILINOS_SOLVER ... # eq.solve(var=var, dt=1., solver=s) ... # print(s.convergence.criterion, s.convergence.residual, var) >>> var.setValue(mesh.x) - >>> with fp.LinearGMRESSolver(criterion="preconditioned", precon=None) as s: # doctest: +PETSC_SOLVER + >>> with eq.getDefaultSolver(criterion="preconditioned") as s: # doctest: +PETSC_SOLVER ... eq.solve(var=var, dt=1., solver=s) ... print(s.convergence.criterion, s.convergence.residual, var) preconditioned 5.325944231618159e-16 [ 1.06363636 1.62727273 1.97272727] >>> var.setValue(mesh.x) - >>> with fp.LinearGMRESSolver(criterion="natural", precon=None) as s: # doctest: +PETSC_SOLVER + >>> with eq.getDefaultSolver(criterion="natural") as s: # doctest: +PETSC_SOLVER ... eq.solve(var=var, dt=1., solver=s) ... print(s.convergence.criterion, s.convergence.residual, var) """ From d91c700f3624a82020c8a23cbd55a7f9034d0426 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 8 Jul 2022 17:10:01 -0400 Subject: [PATCH 064/303] Warn at correct level --- fipy/solvers/convergence.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/fipy/solvers/convergence.py b/fipy/solvers/convergence.py index b12a97096a..68fb5db8af 100644 --- a/fipy/solvers/convergence.py +++ b/fipy/solvers/convergence.py @@ -80,7 +80,7 @@ class RelativeToleranceConvergence(Convergence): class Divergence(ConvergenceBase): def warn(self): - warnings.warn("({status_code}, {status_name}): {residual}".format(**self.info), stacklevel=6) + warnings.warn("({status_code}, {status_name}): {residual}".format(**self.info), stacklevel=5) class IterationDivergence(Divergence): pass From 39ce157d098a25c073e56b67700610166c389ffb Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 8 Jul 2022 17:17:28 -0400 Subject: [PATCH 065/303] Plug leaks --- fipy/solvers/pyamgx/pyAMGXSolver.py | 26 ++++++++++++++++++++------ 1 file changed, 20 insertions(+), 6 deletions(-) diff --git a/fipy/solvers/pyamgx/pyAMGXSolver.py b/fipy/solvers/pyamgx/pyAMGXSolver.py index 4a5f8d48b0..f976f57b95 100644 --- a/fipy/solvers/pyamgx/pyAMGXSolver.py +++ b/fipy/solvers/pyamgx/pyAMGXSolver.py @@ -52,13 +52,27 @@ def __init__(self, config_dict, tolerance=1e-10, criterion="default", super(PyAMGXSolver, self).__init__(tolerance=tolerance, criterion=criterion, iterations=iterations) - def __exit__(self, *args): + def _destroy_AMGX(self): # destroy AMGX objects: - self.A_gpu.destroy() - self.b_gpu.destroy() - self.x_gpu.destroy() - self.resources.destroy() - self.cfg.destroy() + # self.resources apparently doesn't need to be destroyed + if hasattr(self, "A_gpu"): + self.A_gpu.destroy() + del self.A_gpu + if hasattr(self, "b_gpu"): + self.b_gpu.destroy() + del self.b_gpu + if hasattr(self, "x_gpu"): + self.x_gpu.destroy() + del self.x_gpu + if hasattr(self, "cfg"): + self.cfg.destroy() + del self.cfg + + def __exit__(self, *args): + self._destroy_AMGX() + + def __del__(self): + self._destroy_AMGX() @property def _matrixClass(self): From 6200c5b9f2af46c06faacfb6433ed47ca7215fa7 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Mon, 11 Jul 2022 16:51:36 -0400 Subject: [PATCH 066/303] Document supported convergence criteria --- fipy/solvers/pysparse/linearCGSSolver.py | 2 +- fipy/solvers/pysparse/linearGMRESSolver.py | 2 +- fipy/solvers/pysparse/linearJORSolver.py | 8 +++++--- fipy/solvers/pysparse/linearPCGSolver.py | 10 +--------- 4 files changed, 8 insertions(+), 14 deletions(-) diff --git a/fipy/solvers/pysparse/linearCGSSolver.py b/fipy/solvers/pysparse/linearCGSSolver.py index 46dc4487e1..c505daab9e 100644 --- a/fipy/solvers/pysparse/linearCGSSolver.py +++ b/fipy/solvers/pysparse/linearCGSSolver.py @@ -39,7 +39,7 @@ def __init__(self, tolerance=1e-10, criterion="default", ---------- tolerance : float Required error tolerance. - criterion : {'default', 'RHS'} + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/pysparse/linearGMRESSolver.py b/fipy/solvers/pysparse/linearGMRESSolver.py index ee46521f44..e788bad2a2 100644 --- a/fipy/solvers/pysparse/linearGMRESSolver.py +++ b/fipy/solvers/pysparse/linearGMRESSolver.py @@ -36,7 +36,7 @@ def __init__(self, tolerance=1e-10, criterion="default", ---------- tolerance : float Required error tolerance. - criterion : {'default', 'initial'} + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/pysparse/linearJORSolver.py b/fipy/solvers/pysparse/linearJORSolver.py index 9e2c107014..4a55910e19 100644 --- a/fipy/solvers/pysparse/linearJORSolver.py +++ b/fipy/solvers/pysparse/linearJORSolver.py @@ -34,7 +34,7 @@ def __init__(self, tolerance=1e-10, criterion="default", ---------- tolerance : float Required error tolerance. - criterion : {'default', 'unscaled'} + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int @@ -56,10 +56,12 @@ def _solve_(self, L, x, b): tol = 1e+10 xold = x.copy() + tolerance_factor, _ = self._adaptTolerance(L, x, b) + for iteration in range(self.iterations): residual = numerix.L2norm(L * x - b) - if residual <= self.tolerance: + if residual <= self.tolerance * tolerance_factor: break xold[:] = x @@ -70,4 +72,4 @@ def _solve_(self, L, x, b): self._setConvergence(suite="pysparse", code=0, iterations=iteration+1, - residual=residual) + residual=residual / tolerance_factor) diff --git a/fipy/solvers/pysparse/linearPCGSolver.py b/fipy/solvers/pysparse/linearPCGSolver.py index 84b4f4578e..d8906b88fa 100644 --- a/fipy/solvers/pysparse/linearPCGSolver.py +++ b/fipy/solvers/pysparse/linearPCGSolver.py @@ -29,14 +29,6 @@ class LinearPCGSolver(LinearRHSSolver): solveFnc = staticmethod(krylov.pcg) - def __init__(self, precon=SsorPreconditioner(), *args, **kwargs): - """ - Parameters - ---------- - precon : ~fipy.solvers.pysparse.preconditioners.preconditioner.Preconditioner, optional - """ - super(LinearPCGSolver, self).__init__(precon=precon, *args, **kwargs) - def __init__(self, tolerance=1e-10, criterion="default", iterations=1000, precon=SsorPreconditioner()): """ @@ -46,7 +38,7 @@ def __init__(self, tolerance=1e-10, criterion="default", ---------- tolerance : float Required error tolerance. - criterion : {'default', 'RHS'} + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int From 58dc3da344b4e64253ef1b7415919831b54a0d0d Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Mon, 11 Jul 2022 16:58:10 -0400 Subject: [PATCH 067/303] JSON-encode logged dicts --- fipy/__init__.py | 2 +- fipy/solvers/solver.py | 5 +++++ 2 files changed, 6 insertions(+), 1 deletion(-) diff --git a/fipy/__init__.py b/fipy/__init__.py index dce6a9797c..a731f12ec8 100644 --- a/fipy/__init__.py +++ b/fipy/__init__.py @@ -60,7 +60,7 @@ def excepthook(*args): del get_versions from fipy.tools.logging import package_info -_log.info(package_info()) +_log.info(json.dumps(package_info())) del package_info from fipy.boundaryConditions import * diff --git a/fipy/solvers/solver.py b/fipy/solvers/solver.py index 7884e30e5a..68ab0307ea 100644 --- a/fipy/solvers/solver.py +++ b/fipy/solvers/solver.py @@ -18,6 +18,7 @@ from builtins import str __docformat__ = 'restructuredtext' +import json import logging import warnings @@ -150,6 +151,10 @@ def _setConvergence(self, suite, code, iterations, residual, actual_code=None, * actual_code=actual_code, **kwargs) + info = self.convergence.info.copy() + info["solver"] = str(info["solver"]) + self._log.debug(json.dumps(info)) + def _defaultNorm(self, L, x, b): raise NotImplementedError From f08186ef2d4a0cdf751a57338d82f5e3db6b9466 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Mon, 11 Jul 2022 16:58:43 -0400 Subject: [PATCH 068/303] Convert residual from numpy array to float --- fipy/solvers/trilinos/linearLUSolver.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/fipy/solvers/trilinos/linearLUSolver.py b/fipy/solvers/trilinos/linearLUSolver.py index 13861d6c9c..7f5057fa86 100644 --- a/fipy/solvers/trilinos/linearLUSolver.py +++ b/fipy/solvers/trilinos/linearLUSolver.py @@ -90,7 +90,7 @@ def _solve_(self, L, x, b): self._setConvergence(suite="trilinos", code=AztecOO.AZ_normal, iterations=iteration+1, - residual=residual / tolerance_factor) + residual=float(residual / tolerance_factor)) self.convergence.warn() From 7a287fe9999fffbff7cda695f5970f13715edd33 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Mon, 11 Jul 2022 16:59:07 -0400 Subject: [PATCH 069/303] Change `AZ_loss` from `Divergence` to `Convergence` --- fipy/solvers/trilinos/aztecConvergence.py | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/fipy/solvers/trilinos/aztecConvergence.py b/fipy/solvers/trilinos/aztecConvergence.py index 2d05105cbc..0dac88b440 100644 --- a/fipy/solvers/trilinos/aztecConvergence.py +++ b/fipy/solvers/trilinos/aztecConvergence.py @@ -12,6 +12,13 @@ class AZ_NormalConvergence(Convergence): status_name = "AZ_normal" suite = "trilinos" +class AZ_LossOfAccuracyConvergence(Convergence): + """ + """ + status_code = AztecOO.AZ_loss + status_name = "AZ_loss" + suite = "trilinos" + class AZ_ParameterDivergence(Divergence): """ """ @@ -26,13 +33,6 @@ class AZ_BreakdownDivergence(BreakdownDivergence): status_name = "AZ_breakdown" suite = "trilinos" -class AZ_LossOfAccuracyDivergence(Divergence): - """ - """ - status_code = AztecOO.AZ_loss - status_name = "AZ_loss" - suite = "trilinos" - class AZ_IllConditionedDivergence(IllConditionedDivergence): """ """ From c2be57121de8dc6f6fcf5dc2c586e7030ffa03f1 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Mon, 11 Jul 2022 17:00:16 -0400 Subject: [PATCH 070/303] Fix typos --- examples/diffusion/mesh1D.py | 2 +- examples/levelSet/electroChem/adsorbingSurfactantEquation.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/examples/diffusion/mesh1D.py b/examples/diffusion/mesh1D.py index 3c96985fce..9d55e99fbb 100755 --- a/examples/diffusion/mesh1D.py +++ b/examples/diffusion/mesh1D.py @@ -725,7 +725,7 @@ ... viewer.plot() >>> from fipy import input >>> if __name__ == '__main__': -... input("No-flux - stead-state failure. \ +... input("No-flux - steady-state failure. \ ... Press to proceed...") >>> print(numerix.allclose(phi, 0.0)) #doctest: +PYSPARSE_SOLVER diff --git a/examples/levelSet/electroChem/adsorbingSurfactantEquation.py b/examples/levelSet/electroChem/adsorbingSurfactantEquation.py index 498f3eb77e..258ddaea34 100755 --- a/examples/levelSet/electroChem/adsorbingSurfactantEquation.py +++ b/examples/levelSet/electroChem/adsorbingSurfactantEquation.py @@ -296,7 +296,7 @@ def solve(self, var, boundaryConditions=(), solver=None, dt=None): var : ~fipy.variables.surfactantVariable.SurfactantVariable A `SurfactantVariable` to be solved for. Provides the initial condition, the old value and holds the solution on completion. - solver : ~f[py.solvers.solver.Solver + solver : ~fipy.solvers.solver.Solver The iterative solver to be used to solve the linear system of equations. boundaryConditions : :obj:`tuple` of ~fipy.boundaryConditions.boundaryCondition.BoundaryCondition From f54cba5fa09fb3bb76631d643cc4db37e8ae6802 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Mon, 11 Jul 2022 17:03:59 -0400 Subject: [PATCH 071/303] Remove `callback_type` argument; not supported in SciPy I'm using --- fipy/solvers/scipy/scipyKrylovSolver.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/fipy/solvers/scipy/scipyKrylovSolver.py b/fipy/solvers/scipy/scipyKrylovSolver.py index ddc0a21e2f..8ab1547490 100644 --- a/fipy/solvers/scipy/scipyKrylovSolver.py +++ b/fipy/solvers/scipy/scipyKrylovSolver.py @@ -52,8 +52,7 @@ def _solve_(self, L, x, b): maxiter=self.iterations, M=M, atol='legacy', - callback=self._countIterations, - callback_type='legacy') + callback=self._countIterations) self._setConvergence(suite="scipy", code=numerix.sign(info), From 62e55a854a35307303bc420de680de81e7e03cdc Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Mon, 11 Jul 2022 17:04:40 -0400 Subject: [PATCH 072/303] Make `Convergence` log from itself, not `Solver` --- fipy/solvers/convergence.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/fipy/solvers/convergence.py b/fipy/solvers/convergence.py index 68fb5db8af..ddc3aaf2f2 100644 --- a/fipy/solvers/convergence.py +++ b/fipy/solvers/convergence.py @@ -59,8 +59,8 @@ def __init__(self, solver, iterations, residual, criterion, actual_code=None, ** self.info["max_iterations"] = self.solver.iterations self.info.update(kwargs) - self._log = logging.getLogger(solver.__class__.__module__ - + "." + solver.__class__.__name__) + self._log = logging.getLogger(self.__class__.__module__ + + "." + self.__class__.__name__) def warn(self): pass From 142645f1d2716907e700436547a98975032cceb7 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Mon, 11 Jul 2022 17:06:04 -0400 Subject: [PATCH 073/303] Remove logging hook for exceptions Logging prevents app from reporting exception to commandline --- fipy/__init__.py | 6 ------ 1 file changed, 6 deletions(-) diff --git a/fipy/__init__.py b/fipy/__init__.py index a731f12ec8..7da9d4f4a2 100644 --- a/fipy/__init__.py +++ b/fipy/__init__.py @@ -41,12 +41,6 @@ import os import sys -# log uncaught exceptions -def excepthook(*args): - _log.error('Uncaught exception:', exc_info=args) - -sys.excepthook = excepthook - # configure logging before doing anything else, otherwise we'll miss things if 'FIPY_LOG_CONFIG' in os.environ: with open(os.environ['FIPY_LOG_CONFIG'], mode='r') as fp: From dbf595cc667d4f888a2ea8a8a50e7216d4150e82 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Mon, 11 Jul 2022 17:07:14 -0400 Subject: [PATCH 074/303] Remove preconditioner if `precon=None` PETSc applies preconditioners by default --- fipy/solvers/petsc/petscKrylovSolver.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index 36595f1c9e..a5decba912 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -67,7 +67,9 @@ def _solve_(self, L, x, b): ksp = PETSc.KSP() ksp.create(L.comm) ksp.setType(self.solver) - if self.preconditioner is not None: + if self.preconditioner is None: + ksp.getPC().setType('none') + else: ksp.getPC().setType(self.preconditioner) tolerance_factor, suite_criterion = self._adaptTolerance(L, x, b) From 57017504e1bf47a42622e6706d3fb785d66bd461 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Mon, 11 Jul 2022 17:08:47 -0400 Subject: [PATCH 075/303] Remove datreant and simplify --- examples/benchmarking/solvers/diffusion.py | 86 +++++++++------------- 1 file changed, 34 insertions(+), 52 deletions(-) diff --git a/examples/benchmarking/solvers/diffusion.py b/examples/benchmarking/solvers/diffusion.py index a4b07f7f4c..882d685be9 100644 --- a/examples/benchmarking/solvers/diffusion.py +++ b/examples/benchmarking/solvers/diffusion.py @@ -1,9 +1,8 @@ import argparse -import time +import json +import os import uuid -import datreant.core as dtr - import fipy as fp from fipy.tools import numerix from fipy.tools import parallelComm @@ -26,25 +25,7 @@ args, unknowns = parser.parse_known_args() -if parallelComm.procID == 0: - print("storing results in {0}".format(args.output)) - data = dtr.Treant(args.output) -else: - class dummyTreant(object): - categories = dict() - - data = dummyTreant() - -data.categories['processes'] = parallelComm.Nproc -data.categories['sweeps'] = args.sweeps -data.categories['iterations'] = args.iterations -data.categories['tolerance'] = args.tolerance -data.categories['solver'] = args.solver -data.categories['library'] = fp.solvers.solver -data.categories['script'] = __file__ - N = int(numerix.sqrt(args.numberOfElements)) -data.categories['numberOfElements'] = N**2 mesh = fp.Grid2D(nx=N, Lx=1., ny=N, Ly=1.) var = fp.CellVariable(mesh=mesh, value=1., hasOld=True) @@ -53,37 +34,38 @@ class dummyTreant(object): eq = fp.TransientTerm() == fp.DiffusionTerm(coeff=var) -if fp.solvers.solver != "scipy" and args.solver in ("pcg", "cgs", "gmres"): - precon = fp.JacobiPreconditioner() -else: - precon = None - -if args.solver in ("cg", "pcg"): - solver = fp.LinearPCGSolver(tolerance=args.tolerance, iterations=args.iterations, precon=precon) - if fp.solvers.solver == "trilinos": - # PySparse does b-normalization for (P)CG - solver.convergenceCheck = solver.AZ_rhs -elif args.solver == "cgs": - solver = fp.LinearCGSSolver(tolerance=args.tolerance, iterations=args.iterations, precon=precon) -elif args.solver == "gmres": - solver = fp.LinearGMRESSolver(tolerance=args.tolerance, iterations=args.iterations, precon=precon) -elif args.solver == "lu": - solver = fp.LinearLUSolver(tolerance=args.tolerance, iterations=args.iterations) -else: - raise Exception("Unknown solver: {0}".format(args.solver)) - -start = time.process_time() - -for sweep in range(args.sweeps): - eq.cacheMatrix() - eq.cacheRHSvector() - res = eq.sweep(var=var, dt=1., solver=solver) - - data.categories['sweep {0} - iterations'.format(sweep)] = solver.status['iterations'] +precon = None + +# if fp.solvers.solver != "scipy" and args.solver in ("pcg", "cgs", "gmres"): +# precon = fp.JacobiPreconditioner() + +solver_class = { + "cg": fp.LinearPCGSolver, + "pcg": fp.LinearPCGSolver, + "cgs": fp.LinearCGSSolver, + "gmres": fp.LinearGMRESSolver, + "lu": fp.LinearLUSolver +} + +with solver_class[args.solver](tolerance=args.tolerance, criterion="initial", + iterations=args.iterations, precon=precon) as solver: if args.writeFiles and parallelComm.procID == 0: - eq.matrix.exportMmf(data["sweep{0}.mtx".format(sweep)].make().abspath) - fp.tools.dump.write((var, eq.RHSvector), - filename=data["sweep{0}.tar.gz".format(sweep)].make().abspath) + suite = solver.__module__.split('.')[2] + path = os.path.join(args.output, suite, solver.__class__.__name__, str(N**2)) + + os.makedirs(path) + + solver._log.debug(json.dumps(dict(state="START", numberOfElements=N**2, sweeps=args.sweeps))) + + for sweep in range(args.sweeps): + eq.cacheMatrix() + eq.cacheRHSvector() + res = eq.sweep(var=var, dt=1., solver=solver) -data.categories['elapsed'] = time.process_time() - start + solver._log.debug(json.dumps(dict(state="END", numberOfElements=N**2, sweeps=args.sweeps))) + + if args.writeFiles and parallelComm.procID == 0: + eq.matrix.exportMmf(os.path.join(path, "final.mtx")) + fp.tools.dump.write((var, eq.RHSvector), + filename=os.path.join(path, "final.tar.gz")) From 23df9067c320c4d26b6f28518d2d8aebac995d09 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Mon, 11 Jul 2022 20:01:49 -0400 Subject: [PATCH 076/303] Correct convergence normalization for PETSc --- documentation/SOLVERS.rst | 1 + documentation/_static/residuals.csv | 8 ++++---- fipy/solvers/petsc/petscKrylovSolver.py | 10 +++++----- 3 files changed, 10 insertions(+), 9 deletions(-) diff --git a/documentation/SOLVERS.rst b/documentation/SOLVERS.rst index ca775f63fd..121a426f76 100644 --- a/documentation/SOLVERS.rst +++ b/documentation/SOLVERS.rst @@ -225,6 +225,7 @@ they succed or fail. This information is captured as a :widths: 25 25 15 15 20 25 :header-rows: 1 +.. [#KSP_Convergence_Tests] https://petsc.org/release/docs/manual/ksp/#sec-convergencetests .. [#KSP_UNPRECONDITIONED_NORM] |KSP_NORM_UNPRECONDITIONED|_ .. |KSP_NORM_UNPRECONDITIONED| replace:: :literal:`KSP_UNPRECONDITIONED_NORM` .. _KSP_NORM_UNPRECONDITIONED: https://petsc.org/main/docs/manualpages/KSP/KSP_NORM_UNPRECONDITIONED/ diff --git a/documentation/_static/residuals.csv b/documentation/_static/residuals.csv index 645887764e..132cb043e6 100644 --- a/documentation/_static/residuals.csv +++ b/documentation/_static/residuals.csv @@ -1,8 +1,8 @@ ,FiPy,PETSc_,pyamgx_,PySparse_,SciPy_,Trilinos_ :math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,``unscaled``,,default [#AMGX_ABSOLUTE]_ ,,,yes [#AZ_noscaled]_ -:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\vec{b}\|_2}`,``RHS``,,,"`cgs `_, `pcg `_, `qmres `_",`default `_,yes [#AZ_rhs]_ +:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\vec{b}\|_2}`,``RHS``,yes [#KSP_Convergence_Tests]_ [#KSP_UNPRECONDITIONED_NORM]_,,"`cgs `_, `pcg `_, `qmres `_",`default `_,yes [#AZ_rhs]_ :math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\vec{L}\|_\infty}`,``matrix``,,,,,yes [#AZ_Anorm]_ -:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\mathsf{L}\vec{x} - \vec{b}\|_2^{(0)}}`,``initial``,yes [#KSP_UNPRECONDITIONED_NORM]_,yes [#AMGX_RELATIVE_INI_CORE]_,"`bicgstab `_, `gmres `_, `minres `_",,default [#AZ_r0]_ +:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\mathsf{L}\vec{x} - \vec{b}\|_2^{(0)}}`,``initial``,,yes [#AMGX_RELATIVE_INI_CORE]_,"`bicgstab `_, `gmres `_, `minres `_",,default [#AZ_r0]_ :math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_\infty}{\|\mathsf{L}\|_\infty * \|\vec{x}\|_1 - \|\vec{b}\|_\infty}`,``solution``,,,,,yes [#AZ_sol]_ -:math:`\frac{\left\|\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)\right\|_2}{\left\|\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)\right\|_2^{(0)}}`,``preconditioned``,default [#KSP_PRECONDITIONED_NORM]_,,,, -:math:`\frac{\sqrt{\left(\mathsf{L}\vec{x} - \vec{b}\right)\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)}}{\sqrt{\left(\mathsf{L}\vec{x} - \vec{b}\right)\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)}^{(0)}}`,``natural``,yes [#KSP_NATURAL_NORM]_,,,, +:math:`\frac{\left\|\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)\right\|_2}{\left\|\vec{b}\right\|_2}`,``preconditioned``,default [#KSP_Convergence_Tests]_ [#KSP_PRECONDITIONED_NORM]_,,,, +:math:`\frac{\sqrt{\left(\mathsf{L}\vec{x} - \vec{b}\right)\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)}}{\left\|\vec{b}\right\|_2}`,``natural``,yes [#KSP_Convergence_Tests]_ [#KSP_NATURAL_NORM]_,,,, \ No newline at end of file diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index a5decba912..a867875434 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -43,19 +43,19 @@ def _adaptDefaultTolerance(self, L, x, b): return (1., PETSc.KSP.NormType.DEFAULT) def _adaptUnscaledTolerance(self, L, x, b): - factor = 1. / self._residualNorm(L, x, b) + factor = 1. / self._rhsNorm(L, x, b) return (factor, PETSc.KSP.NormType.UNPRECONDITIONED) def _adaptRHSTolerance(self, L, x, b): - factor = self._rhsNorm(L, x, b) / self._residualNorm(L, x, b) - return (factor, PETSc.KSP.NormType.UNPRECONDITIONED) + return (1., PETSc.KSP.NormType.UNPRECONDITIONED) def _adaptMatrixTolerance(self, L, x, b): - factor = self._matrixNorm(L, x, b) / self._residualNorm(L, x, b) + factor = self._matrixNorm(L, x, b) / self._rhsNorm(L, x, b) return (factor, PETSc.KSP.NormType.UNPRECONDITIONED) def _adaptInitialTolerance(self, L, x, b): - return (1., PETSc.KSP.NormType.UNPRECONDITIONED) + factor = self._residualNorm(L, x, b) / self._rhsNorm(L, x, b) + return (factor, PETSc.KSP.NormType.UNPRECONDITIONED) def _adaptPreconditionedTolerance(self, L, x, b): return (1., PETSc.KSP.NormType.PRECONDITIONED) From f0482a326f95ece5f0ac4367937ce6b14b4d8cdf Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Mon, 11 Jul 2022 20:04:29 -0400 Subject: [PATCH 077/303] Report un-normalized residual from all solvers --- fipy/solvers/petsc/linearLUSolver.py | 2 +- fipy/solvers/petsc/petscKrylovSolver.py | 2 +- fipy/solvers/pyamgx/pyAMGXSolver.py | 2 +- fipy/solvers/pysparse/linearInitialSolver.py | 3 +++ fipy/solvers/pysparse/linearLUSolver.py | 2 +- fipy/solvers/pysparse/linearRHSSolver.py | 3 +++ fipy/solvers/pysparse/pysparseSolver.py | 6 +++++- fipy/solvers/scipy/linearLUSolver.py | 2 +- fipy/solvers/scipy/scipyKrylovSolver.py | 2 +- fipy/solvers/trilinos/linearLUSolver.py | 2 +- fipy/solvers/trilinos/trilinosAztecOOSolver.py | 3 +-- 11 files changed, 19 insertions(+), 10 deletions(-) diff --git a/fipy/solvers/petsc/linearLUSolver.py b/fipy/solvers/petsc/linearLUSolver.py index 2eeef4d51e..019b4498a2 100644 --- a/fipy/solvers/petsc/linearLUSolver.py +++ b/fipy/solvers/petsc/linearLUSolver.py @@ -81,7 +81,7 @@ def _solve_(self, L, x, b): self._setConvergence(suite="petsc", code=PETSc.KSP.ConvergedReason.CONVERGED_ITS, iterations=iteration+1, - residual=residual / tolerance_factor, + residual=residual, ksp_solver=ksp.type, ksp_precon=ksp.getPC().type) diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index a867875434..e6ed5ba367 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -84,7 +84,7 @@ def _solve_(self, L, x, b): self._setConvergence(suite="petsc", code=ksp.reason, iterations=ksp.its, - residual=ksp.norm / tolerance_factor, + residual=ksp.norm, ksp_solver=ksp.type, ksp_precon=ksp.getPC().type, ksp_norm_type=ksp.norm_type) diff --git a/fipy/solvers/pyamgx/pyAMGXSolver.py b/fipy/solvers/pyamgx/pyAMGXSolver.py index f976f57b95..1af3df9707 100644 --- a/fipy/solvers/pyamgx/pyAMGXSolver.py +++ b/fipy/solvers/pyamgx/pyAMGXSolver.py @@ -130,7 +130,7 @@ def _solve_(self, L, x, b): if solver.iterations_number == -1: residual = None else: - residual = solver.get_residual() / tolerance_factor + residual = solver.get_residual() self._setConvergence(suite="pyamgx", code=solver.status, diff --git a/fipy/solvers/pysparse/linearInitialSolver.py b/fipy/solvers/pysparse/linearInitialSolver.py index 8b6a41483b..a3c8709033 100644 --- a/fipy/solvers/pysparse/linearInitialSolver.py +++ b/fipy/solvers/pysparse/linearInitialSolver.py @@ -29,6 +29,9 @@ def __init__(self, tolerance=1e-10, criterion="default", super(LinearInitialSolver, self).__init__(tolerance=tolerance, criterion=criterion, iterations=iterations, precon=precon) + def _defaultNorm(self, L, x, b): + return self._residualNorm(L, x, b) + def _adaptDefaultTolerance(self, L, x, b): return self._adaptInitialTolerance(L, x, b) diff --git a/fipy/solvers/pysparse/linearLUSolver.py b/fipy/solvers/pysparse/linearLUSolver.py index 73eea4bdd1..b54bcd8fcc 100644 --- a/fipy/solvers/pysparse/linearLUSolver.py +++ b/fipy/solvers/pysparse/linearLUSolver.py @@ -82,4 +82,4 @@ def _solve_(self, L, x, b): self._setConvergence(suite="pysparse", code=0, iterations=iteration+1, - residual=residual / tolerance_factor) + residual=residual) diff --git a/fipy/solvers/pysparse/linearRHSSolver.py b/fipy/solvers/pysparse/linearRHSSolver.py index cb0838dcdc..dd08681bc1 100644 --- a/fipy/solvers/pysparse/linearRHSSolver.py +++ b/fipy/solvers/pysparse/linearRHSSolver.py @@ -29,6 +29,9 @@ def __init__(self, tolerance=1e-10, criterion="default", super(LinearRHSSolver, self).__init__(tolerance=tolerance, criterion=criterion, iterations=iterations, precon=precon) + def _defaultNorm(self, L, x, b): + return self._rhsNorm(L, x, b) + def _adaptDefaultTolerance(self, L, x, b): return self._adaptRHSTolerance(L, x, b) diff --git a/fipy/solvers/pysparse/pysparseSolver.py b/fipy/solvers/pysparse/pysparseSolver.py index bc22a6619d..6fea2be436 100644 --- a/fipy/solvers/pysparse/pysparseSolver.py +++ b/fipy/solvers/pysparse/pysparseSolver.py @@ -45,6 +45,10 @@ def _solve_(self, L, x, b): tolerance_factor, _ = self._adaptTolerance(L, x, b) + # Pysparse returns the relative residual, + # which changes depending on which solver is used + default_norm = self._defaultNorm(L, x, b) + info, iter, relres = self.solveFnc(A, b, x, self.tolerance * tolerance_factor, self.iterations, P) @@ -52,7 +56,7 @@ def _solve_(self, L, x, b): self._setConvergence(suite="pysparse", code=info, iterations=iter, - residual=relres / tolerance_factor) + residual=relres * default_norm) self.convergence.warn() diff --git a/fipy/solvers/scipy/linearLUSolver.py b/fipy/solvers/scipy/linearLUSolver.py index 1b1ecc9611..9cddf90833 100644 --- a/fipy/solvers/scipy/linearLUSolver.py +++ b/fipy/solvers/scipy/linearLUSolver.py @@ -56,7 +56,7 @@ def _solve_(self, L, x, b): self._setConvergence(suite="scipy", code=0, iterations=iteration+1, - residual=residual / tolerance_factor) + residual=residual) self.convergence.warn() diff --git a/fipy/solvers/scipy/scipyKrylovSolver.py b/fipy/solvers/scipy/scipyKrylovSolver.py index 8ab1547490..782e7b7c42 100644 --- a/fipy/solvers/scipy/scipyKrylovSolver.py +++ b/fipy/solvers/scipy/scipyKrylovSolver.py @@ -58,7 +58,7 @@ def _solve_(self, L, x, b): code=numerix.sign(info), actual_code=info, iterations=self.actualIterations, - residual=0. / tolerance_factor) + residual=self._residualNorm(L, x, b)) self.convergence.warn() diff --git a/fipy/solvers/trilinos/linearLUSolver.py b/fipy/solvers/trilinos/linearLUSolver.py index 7f5057fa86..010e536891 100644 --- a/fipy/solvers/trilinos/linearLUSolver.py +++ b/fipy/solvers/trilinos/linearLUSolver.py @@ -90,7 +90,7 @@ def _solve_(self, L, x, b): self._setConvergence(suite="trilinos", code=AztecOO.AZ_normal, iterations=iteration+1, - residual=float(residual / tolerance_factor)) + residual=float(residual)) self.convergence.warn() diff --git a/fipy/solvers/trilinos/trilinosAztecOOSolver.py b/fipy/solvers/trilinos/trilinosAztecOOSolver.py index 05cec10e48..996a8ecbca 100644 --- a/fipy/solvers/trilinos/trilinosAztecOOSolver.py +++ b/fipy/solvers/trilinos/trilinosAztecOOSolver.py @@ -86,10 +86,9 @@ def _solve_(self, L, x, b): self._setConvergence(suite="trilinos", code=int(status[AztecOO.AZ_why]), iterations=status[AztecOO.AZ_its], - residual=status[AztecOO.AZ_scaled_r] / tolerance_factor, + residual=status[AztecOO.AZ_r], scaled_residual=status[AztecOO.AZ_scaled_r], convergence_residual=status[AztecOO.AZ_rec_r], - raw_residual=status[AztecOO.AZ_r], solve_time=status[AztecOO.AZ_solve_time], Aztec_version=status[AztecOO.AZ_Aztec_version]) From 98e08f2a7a68ed9c3108438139a57462aca49718 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Mon, 11 Jul 2022 21:57:34 -0400 Subject: [PATCH 078/303] Add preconditioners to PETSc --- documentation/SOLVERS.rst | 7 ++++--- fipy/solvers/petsc/__init__.py | 3 +++ fipy/solvers/petsc/petscKrylovSolver.py | 2 +- fipy/solvers/petsc/preconditioners/__init__.py | 11 +++++++++++ .../petsc/preconditioners/icPreconditioner.py | 16 ++++++++++++++++ .../petsc/preconditioners/iluPreconditioner.py | 16 ++++++++++++++++ .../preconditioners/jacobiPreconditioner.py | 16 ++++++++++++++++ .../petsc/preconditioners/preconditioner.py | 17 +++++++++++++++++ .../petsc/preconditioners/ssorPreconditioner.py | 16 ++++++++++++++++ fipy/solvers/pysparse/linearPCGSolver.py | 4 ++-- .../preconditioners/ssorPreconditioner.py | 4 ++-- .../preconditioners/domDecompPreconditioner.py | 2 +- fipy/solvers/trilinos/trilinosAztecOOSolver.py | 9 ++++----- 13 files changed, 109 insertions(+), 14 deletions(-) create mode 100644 fipy/solvers/petsc/preconditioners/__init__.py create mode 100644 fipy/solvers/petsc/preconditioners/icPreconditioner.py create mode 100644 fipy/solvers/petsc/preconditioners/iluPreconditioner.py create mode 100644 fipy/solvers/petsc/preconditioners/jacobiPreconditioner.py create mode 100644 fipy/solvers/petsc/preconditioners/preconditioner.py create mode 100644 fipy/solvers/petsc/preconditioners/ssorPreconditioner.py diff --git a/documentation/SOLVERS.rst b/documentation/SOLVERS.rst index 121a426f76..12d7d66ff5 100644 --- a/documentation/SOLVERS.rst +++ b/documentation/SOLVERS.rst @@ -62,9 +62,10 @@ communication (see :ref:`PARALLEL` for more details). .. attention:: :term:`PETSc` requires the :term:`petsc4py` and :term:`mpi4py` interfaces. -.. note:: :term:`FiPy` does not implement any precoditioner objects for - :term:`PETSc`. Simply pass one of the `PCType strings`_ in the - `precon=` argument when declaring the solver. +.. note:: While, for consistency with other solver suites, :term:`FiPy` does + implement some precoditioner objects for :term:`PETSc`, you can also + simply pass one of the `PCType strings`_ in the `precon=` argument when + declaring the solver. .. _PCType strings: https://www.mcs.anl.gov/petsc/petsc-current/docs/manualpages/PC/PCType.html diff --git a/fipy/solvers/petsc/__init__.py b/fipy/solvers/petsc/__init__.py index e298a77d4e..eca3126e1a 100644 --- a/fipy/solvers/petsc/__init__.py +++ b/fipy/solvers/petsc/__init__.py @@ -10,6 +10,8 @@ from .dummySolver import * from . import petscConvergence +from .preconditioners import * + DefaultSolver = LinearGMRESSolver DefaultAsymmetricSolver = LinearGMRESSolver DummySolver = DummySolver @@ -25,3 +27,4 @@ __all__.extend(linearGMRESSolver.__all__) __all__.extend(linearBicgSolver.__all__) __all__.extend(linearCGSSolver.__all__) +__all__.extend(preconditioners.__all__) diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index e6ed5ba367..dd41243313 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -70,7 +70,7 @@ def _solve_(self, L, x, b): if self.preconditioner is None: ksp.getPC().setType('none') else: - ksp.getPC().setType(self.preconditioner) + self.preconditioner._applyToSolver(solver=ksp, matrix=L) tolerance_factor, suite_criterion = self._adaptTolerance(L, x, b) ksp.setTolerances(rtol=self.tolerance * tolerance_factor, max_it=self.iterations) diff --git a/fipy/solvers/petsc/preconditioners/__init__.py b/fipy/solvers/petsc/preconditioners/__init__.py new file mode 100644 index 0000000000..d358d1a3e9 --- /dev/null +++ b/fipy/solvers/petsc/preconditioners/__init__.py @@ -0,0 +1,11 @@ +from __future__ import unicode_literals +from .icPreconditioner import * +from .iluPreconditioner import * +from .jacobiPreconditioner import * +from .ssorPreconditioner import * + +__all__ = [] +__all__.extend(icPreconditioner.__all__) +__all__.extend(iluPreconditioner.__all__) +__all__.extend(jacobiPreconditioner.__all__) +__all__.extend(ssorPreconditioner.__all__) diff --git a/fipy/solvers/petsc/preconditioners/icPreconditioner.py b/fipy/solvers/petsc/preconditioners/icPreconditioner.py new file mode 100644 index 0000000000..03175da9d1 --- /dev/null +++ b/fipy/solvers/petsc/preconditioners/icPreconditioner.py @@ -0,0 +1,16 @@ +from __future__ import unicode_literals +__docformat__ = 'restructuredtext' + +from .preconditioner import Preconditioner + +__all__ = ["ICPreconditioner"] +from future.utils import text_to_native_str +__all__ = [text_to_native_str(n) for n in __all__] + +class ICPreconditioner(Preconditioner): + """ + Incomplete Choleski Preconditioner for PETSc solvers. + + """ + + pctype = "icc" diff --git a/fipy/solvers/petsc/preconditioners/iluPreconditioner.py b/fipy/solvers/petsc/preconditioners/iluPreconditioner.py new file mode 100644 index 0000000000..4882ca5a2c --- /dev/null +++ b/fipy/solvers/petsc/preconditioners/iluPreconditioner.py @@ -0,0 +1,16 @@ +from __future__ import unicode_literals +__docformat__ = 'restructuredtext' + +from .preconditioner import Preconditioner + +__all__ = ["ILUPreconditioner"] +from future.utils import text_to_native_str +__all__ = [text_to_native_str(n) for n in __all__] + +class ILUPreconditioner(Preconditioner): + """ + ILU Preconditioner for PETSc solvers. + + """ + + pctype = "ilu" diff --git a/fipy/solvers/petsc/preconditioners/jacobiPreconditioner.py b/fipy/solvers/petsc/preconditioners/jacobiPreconditioner.py new file mode 100644 index 0000000000..589514e49b --- /dev/null +++ b/fipy/solvers/petsc/preconditioners/jacobiPreconditioner.py @@ -0,0 +1,16 @@ +from __future__ import unicode_literals +__docformat__ = 'restructuredtext' + +from .preconditioner import Preconditioner + +__all__ = ["JacobiPreconditioner"] +from future.utils import text_to_native_str +__all__ = [text_to_native_str(n) for n in __all__] + +class JacobiPreconditioner(Preconditioner): + """ + Jacobi Preconditioner for PETSc solvers. + + """ + + pctype = "jacobi" diff --git a/fipy/solvers/petsc/preconditioners/preconditioner.py b/fipy/solvers/petsc/preconditioners/preconditioner.py new file mode 100644 index 0000000000..90c8366b07 --- /dev/null +++ b/fipy/solvers/petsc/preconditioners/preconditioner.py @@ -0,0 +1,17 @@ +from __future__ import unicode_literals +from builtins import object +__docformat__ = 'restructuredtext' + +__all__ = ["Preconditioner"] +from future.utils import text_to_native_str +__all__ = [text_to_native_str(n) for n in __all__] + +class Preconditioner(object): + """ + The base Preconditioner class. + + .. attention:: This class is abstract. Always create one of its subclasses. + """ + + def _applyToSolver(self, solver, matrix): + solver.getPC().setType(self.pctype) diff --git a/fipy/solvers/petsc/preconditioners/ssorPreconditioner.py b/fipy/solvers/petsc/preconditioners/ssorPreconditioner.py new file mode 100644 index 0000000000..16d8266fd0 --- /dev/null +++ b/fipy/solvers/petsc/preconditioners/ssorPreconditioner.py @@ -0,0 +1,16 @@ +from __future__ import unicode_literals +__docformat__ = 'restructuredtext' + +from .preconditioner import Preconditioner + +__all__ = ["SSORPreconditioner"] +from future.utils import text_to_native_str +__all__ = [text_to_native_str(n) for n in __all__] + +class SSORPreconditioner(Preconditioner): + """ + SSOR Preconditioner for PETSc solvers. + + """ + + pctype = "sor" diff --git a/fipy/solvers/pysparse/linearPCGSolver.py b/fipy/solvers/pysparse/linearPCGSolver.py index d8906b88fa..5b6acce70c 100644 --- a/fipy/solvers/pysparse/linearPCGSolver.py +++ b/fipy/solvers/pysparse/linearPCGSolver.py @@ -4,7 +4,7 @@ from pysparse.itsolvers import krylov from .linearRHSSolver import LinearRHSSolver -from .preconditioners import SsorPreconditioner +from .preconditioners import SSORPreconditioner __all__ = ["LinearPCGSolver"] from future.utils import text_to_native_str @@ -45,7 +45,7 @@ def __init__(self, tolerance=1e-10, criterion="default", Maximum number of iterative steps to perform. precon : ~fipy.solvers.pysparse.preconditioners.preconditioner.Preconditioner Preconditioner to use - (default :class:`fipy.solvers.pysparse.preconditioners.SsorPreconditioner`). + (default :class:`fipy.solvers.pysparse.preconditioners.SSORPreconditioner`). """ super(LinearPCGSolver, self).__init__(tolerance=tolerance, criterion=criterion, iterations=iterations, precon=precon) diff --git a/fipy/solvers/pysparse/preconditioners/ssorPreconditioner.py b/fipy/solvers/pysparse/preconditioners/ssorPreconditioner.py index 7b5c353658..a3a9451873 100644 --- a/fipy/solvers/pysparse/preconditioners/ssorPreconditioner.py +++ b/fipy/solvers/pysparse/preconditioners/ssorPreconditioner.py @@ -7,10 +7,10 @@ from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class SsorPreconditioner(Preconditioner): +class SSORPreconditioner(Preconditioner): """ SSOR preconditioner for Pysparse. - Really just a wrapper class for `pysparse.precon.jacobi`. + Really just a wrapper class for `pysparse.precon.ssor`. """ def _applyToMatrix(self, A): """ diff --git a/fipy/solvers/trilinos/preconditioners/domDecompPreconditioner.py b/fipy/solvers/trilinos/preconditioners/domDecompPreconditioner.py index 5195794362..cbb5e2dd0a 100644 --- a/fipy/solvers/trilinos/preconditioners/domDecompPreconditioner.py +++ b/fipy/solvers/trilinos/preconditioners/domDecompPreconditioner.py @@ -15,5 +15,5 @@ class DomDecompPreconditioner(Preconditioner): """ - def _ApplyToSolver(self, solver, matrix): + def _applyToSolver(self, solver, matrix): solver.SetAztecOption(AztecOO.AZ_precond, AztecOO.AZ_dom_decomp) diff --git a/fipy/solvers/trilinos/trilinosAztecOOSolver.py b/fipy/solvers/trilinos/trilinosAztecOOSolver.py index 996a8ecbca..a047d4abd5 100644 --- a/fipy/solvers/trilinos/trilinosAztecOOSolver.py +++ b/fipy/solvers/trilinos/trilinosAztecOOSolver.py @@ -36,8 +36,7 @@ def __init__(self, tolerance=1e-10, criterion="default", raise NotImplementedError("can't instantiate abstract base class") TrilinosSolver.__init__(self, tolerance=tolerance, criterion=criterion, - iterations=iterations, precon=None) - self.preconditioner = precon + iterations=iterations, precon=precon) def _adaptDefaultTolerance(self, L, x, b): return self._adaptInitialTolerance(L, x, b) @@ -70,10 +69,10 @@ def _solve_(self, L, x, b): Solver.SetAztecOption(AztecOO.AZ_conv, suite_criterion) - if self.preconditioner is not None: - self.preconditioner._applyToSolver(solver=Solver, matrix=L) - else: + if self.preconditioner is None: Solver.SetAztecOption(AztecOO.AZ_precond, AztecOO.AZ_none) + else: + self.preconditioner._applyToSolver(solver=Solver, matrix=L) output = Solver.Iterate(self.iterations, self.tolerance * tolerance_factor) From b54120077ef3d6e731cd1c3cec1067f4cbdd0146 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 12 Jul 2022 10:30:29 -0500 Subject: [PATCH 079/303] Allow specifying the preconditioner --- examples/benchmarking/solvers/diffusion.py | 25 ++++++++++++++++++---- 1 file changed, 21 insertions(+), 4 deletions(-) diff --git a/examples/benchmarking/solvers/diffusion.py b/examples/benchmarking/solvers/diffusion.py index 882d685be9..0a564fadc7 100644 --- a/examples/benchmarking/solvers/diffusion.py +++ b/examples/benchmarking/solvers/diffusion.py @@ -14,6 +14,8 @@ type=int, default=10000) parser.add_argument("--solver", help="solver class to use", choices=("cg", "pcg", "cgs", "gmres", "lu"), default="cg") +parser.add_argument("--preconditioner", help="preconditioner class to use", + choices=("jacobi", "ilu", "ssor", "icc", "none"), default="none") parser.add_argument("--sweeps", help="number of nonlinear sweeps to take", type=int, default=10) parser.add_argument("--iterations", help="maximum number of linear iterations to take for each sweep", @@ -36,8 +38,16 @@ precon = None -# if fp.solvers.solver != "scipy" and args.solver in ("pcg", "cgs", "gmres"): -# precon = fp.JacobiPreconditioner() +if args.preconditioner == "jacobi": + precon = fp.JacobiPreconditioner() +elif args.preconditioner == "ilu": + precon = fp.ILUPreconditioner() +elif args.preconditioner == "ssor": + precon = fp.SSORPreconditioner +elif args.preconditioner == "icc": + precon = fp.ICPreconditioner +elif args.preconditioner == "none": + precon = None solver_class = { "cg": fp.LinearPCGSolver, @@ -56,14 +66,21 @@ os.makedirs(path) - solver._log.debug(json.dumps(dict(state="START", numberOfElements=N**2, sweeps=args.sweeps))) + state = dict(state="START", numberOfElements=N**2, sweeps=args.sweeps) + if precon is None: + state["preconditioner"] = None + else: + state["preconditioner"] = precon.__class__.__name__ + + solver._log.debug(json.dumps(state)) for sweep in range(args.sweeps): eq.cacheMatrix() eq.cacheRHSvector() res = eq.sweep(var=var, dt=1., solver=solver) - solver._log.debug(json.dumps(dict(state="END", numberOfElements=N**2, sweeps=args.sweeps))) + state["state"] = "END" + solver._log.debug(json.dumps(state)) if args.writeFiles and parallelComm.procID == 0: eq.matrix.exportMmf(os.path.join(path, "final.mtx")) From aeb888a6421cf24ec25185bb864278134a7b5f34 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 12 Jul 2022 10:32:14 -0500 Subject: [PATCH 080/303] Add preconditioners to SciPy --- fipy/solvers/scipy/__init__.py | 3 +++ .../solvers/scipy/preconditioners/__init__.py | 8 +++++++ .../preconditioners/iluPreconditioner.py | 21 ++++++++++++++++++ .../preconditioners/jacobiPreconditioner.py | 22 +++++++++++++++++++ .../scipy/preconditioners/preconditioner.py | 17 ++++++++++++++ 5 files changed, 71 insertions(+) create mode 100644 fipy/solvers/scipy/preconditioners/__init__.py create mode 100644 fipy/solvers/scipy/preconditioners/iluPreconditioner.py create mode 100644 fipy/solvers/scipy/preconditioners/jacobiPreconditioner.py create mode 100644 fipy/solvers/scipy/preconditioners/preconditioner.py diff --git a/fipy/solvers/scipy/__init__.py b/fipy/solvers/scipy/__init__.py index dba23d6670..8d2e7d3dbb 100644 --- a/fipy/solvers/scipy/__init__.py +++ b/fipy/solvers/scipy/__init__.py @@ -4,6 +4,8 @@ _log = logging.getLogger(__name__) +from .preconditioners import * + from .linearCGSSolver import * from .linearGMRESSolver import * from .linearBicgstabSolver import * @@ -29,3 +31,4 @@ __all__.extend(linearBicgstabSolver.__all__) __all__.extend(linearLUSolver.__all__) __all__.extend(linearPCGSolver.__all__) +__all__.extend(preconditioners.__all__) diff --git a/fipy/solvers/scipy/preconditioners/__init__.py b/fipy/solvers/scipy/preconditioners/__init__.py new file mode 100644 index 0000000000..44086bb4ea --- /dev/null +++ b/fipy/solvers/scipy/preconditioners/__init__.py @@ -0,0 +1,8 @@ +from __future__ import unicode_literals + +from .iluPreconditioner import * +from .jacobiPreconditioner import * + +__all__ = [] +__all__.extend(iluPreconditioner.__all__) +__all__.extend(jacobiPreconditioner.__all__) diff --git a/fipy/solvers/scipy/preconditioners/iluPreconditioner.py b/fipy/solvers/scipy/preconditioners/iluPreconditioner.py new file mode 100644 index 0000000000..519577cb0e --- /dev/null +++ b/fipy/solvers/scipy/preconditioners/iluPreconditioner.py @@ -0,0 +1,21 @@ +# Adapted from https://stackoverflow.com/q/46876951/2019542 + +from __future__ import unicode_literals +from builtins import object +__docformat__ = 'restructuredtext' + +__all__ = ["ILUPreconditioner"] +from future.utils import text_to_native_str +__all__ = [text_to_native_str(n) for n in __all__] + +from scipy.sparse.linalg import LinearOperator, spilu + +from .preconditioner import Preconditioner + +class ILUPreconditioner(Preconditioner): + + def _applyToMatrix(self, A): + ilu = spilu(A.tocsc()) + Mx = lambda x: ilu.solve(x) + + return LinearOperator(A.shape, Mx) diff --git a/fipy/solvers/scipy/preconditioners/jacobiPreconditioner.py b/fipy/solvers/scipy/preconditioners/jacobiPreconditioner.py new file mode 100644 index 0000000000..c4074ffdc5 --- /dev/null +++ b/fipy/solvers/scipy/preconditioners/jacobiPreconditioner.py @@ -0,0 +1,22 @@ +# Adapted from https://stackoverflow.com/q/46876951/2019542 + +from __future__ import unicode_literals +from builtins import object +__docformat__ = 'restructuredtext' + +__all__ = ["JacobiPreconditioner"] +from future.utils import text_to_native_str +__all__ = [text_to_native_str(n) for n in __all__] + +from scipy.sparse import diags +from scipy.sparse.linalg import LinearOperator, spsolve + +from .preconditioner import Preconditioner + +class JacobiPreconditioner(Preconditioner): + + def _applyToMatrix(self, A): + P = diags(A.diagonal()).tocsc() + Mx = lambda x: spsolve(P, x) + + return LinearOperator(A.shape, Mx) diff --git a/fipy/solvers/scipy/preconditioners/preconditioner.py b/fipy/solvers/scipy/preconditioners/preconditioner.py new file mode 100644 index 0000000000..9f8f38d92a --- /dev/null +++ b/fipy/solvers/scipy/preconditioners/preconditioner.py @@ -0,0 +1,17 @@ +from __future__ import unicode_literals +from builtins import object +__docformat__ = 'restructuredtext' + +__all__ = ["Preconditioner"] +from future.utils import text_to_native_str +__all__ = [text_to_native_str(n) for n in __all__] + +class Preconditioner(object): + """ + The base Preconditioner class. + + .. attention:: This class is abstract. Always create one of its subclasses. + """ + + def _applyToMatrix(self, A): + raise NotImplementedError From 5c9c060de94ab7c46624153417e64fd24e4afa17 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 12 Jul 2022 10:33:19 -0500 Subject: [PATCH 081/303] Add ILU preconditioner to Trilinos Shift to relative imports --- .../trilinos/preconditioners/__init__.py | 20 ++++++++++--------- .../preconditioners/iluPreconditioner.py | 20 +++++++++++++++++++ 2 files changed, 31 insertions(+), 9 deletions(-) create mode 100644 fipy/solvers/trilinos/preconditioners/iluPreconditioner.py diff --git a/fipy/solvers/trilinos/preconditioners/__init__.py b/fipy/solvers/trilinos/preconditioners/__init__.py index e5a215064c..d6b2c12e86 100644 --- a/fipy/solvers/trilinos/preconditioners/__init__.py +++ b/fipy/solvers/trilinos/preconditioners/__init__.py @@ -1,13 +1,14 @@ from __future__ import unicode_literals -from fipy.solvers.trilinos.preconditioners.multilevelDDPreconditioner import * -from fipy.solvers.trilinos.preconditioners.multilevelSAPreconditioner import * -from fipy.solvers.trilinos.preconditioners.multilevelDDMLPreconditioner import * -from fipy.solvers.trilinos.preconditioners.multilevelNSSAPreconditioner import * -from fipy.solvers.trilinos.preconditioners.jacobiPreconditioner import * -from fipy.solvers.trilinos.preconditioners.icPreconditioner import * -from fipy.solvers.trilinos.preconditioners.domDecompPreconditioner import * -from fipy.solvers.trilinos.preconditioners.multilevelSGSPreconditioner import * -from fipy.solvers.trilinos.preconditioners.multilevelSolverSmootherPreconditioner import * +from .multilevelDDPreconditioner import * +from .multilevelSAPreconditioner import * +from .multilevelDDMLPreconditioner import * +from .multilevelNSSAPreconditioner import * +from .jacobiPreconditioner import * +from .icPreconditioner import * +from .domDecompPreconditioner import * +from .multilevelSGSPreconditioner import * +from .multilevelSolverSmootherPreconditioner import * +from .iluPreconditioner import * __all__ = [] __all__.extend(multilevelDDPreconditioner.__all__) @@ -19,3 +20,4 @@ __all__.extend(domDecompPreconditioner.__all__) __all__.extend(multilevelSGSPreconditioner.__all__) __all__.extend(multilevelSolverSmootherPreconditioner.__all__) +__all__.extend(iluPreconditioner.__all__) diff --git a/fipy/solvers/trilinos/preconditioners/iluPreconditioner.py b/fipy/solvers/trilinos/preconditioners/iluPreconditioner.py new file mode 100644 index 0000000000..354e33c16a --- /dev/null +++ b/fipy/solvers/trilinos/preconditioners/iluPreconditioner.py @@ -0,0 +1,20 @@ +from __future__ import unicode_literals +__docformat__ = 'restructuredtext' + +from PyTrilinos import AztecOO + +from .domDecompPreconditioner import DomDecompPreconditioner + +__all__ = ["ILUPreconditioner"] +from future.utils import text_to_native_str +__all__ = [text_to_native_str(n) for n in __all__] + +class ILUPreconditioner(DomDecompPreconditioner): + """ + ILU Domain Decomposition preconditioner for Trilinos solvers. + + """ + + def _applyToSolver(self, solver, matrix): + super(ILUPreconditioner, self)._applyToSolver(solver, matrix) + solver.SetAztecOption(AztecOO.AZ_subdomain_solve, AztecOO.AZ_ilu) From 0749cf387097dad4328455a7a5f5bf76f6534e2f Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 12 Jul 2022 11:11:34 -0500 Subject: [PATCH 082/303] Add preconditioners to pyamgx (correctly) --- fipy/solvers/pyamgx/__init__.py | 3 ++ fipy/solvers/pyamgx/preconditioners.py | 25 +++++++++++ .../pyamgx/preconditioners/__init__.py | 7 ---- .../pyamgx/preconditioners/preconditioners.py | 42 ------------------- .../pyamgx/{smoothers => }/smoothers.py | 0 fipy/solvers/pyamgx/smoothers/__init__.py | 7 ---- 6 files changed, 28 insertions(+), 56 deletions(-) create mode 100644 fipy/solvers/pyamgx/preconditioners.py delete mode 100644 fipy/solvers/pyamgx/preconditioners/__init__.py delete mode 100644 fipy/solvers/pyamgx/preconditioners/preconditioners.py rename fipy/solvers/pyamgx/{smoothers => }/smoothers.py (100%) delete mode 100644 fipy/solvers/pyamgx/smoothers/__init__.py diff --git a/fipy/solvers/pyamgx/__init__.py b/fipy/solvers/pyamgx/__init__.py index 6665dc425b..639b3448ce 100644 --- a/fipy/solvers/pyamgx/__init__.py +++ b/fipy/solvers/pyamgx/__init__.py @@ -8,6 +8,8 @@ import pyamgx +from .preconditioners import * + from .pyAMGXSolver import * from .linearCGSolver import * from .linearGMRESSolver import * @@ -42,3 +44,4 @@ __all__.extend(linearLUSolver.__all__) __all__.extend(aggregationAMGSolver.__all__) __all__.extend(classicalAMGSolver.__all__) +__all__.extend(preconditioners.__all__) diff --git a/fipy/solvers/pyamgx/preconditioners.py b/fipy/solvers/pyamgx/preconditioners.py new file mode 100644 index 0000000000..acd754e59e --- /dev/null +++ b/fipy/solvers/pyamgx/preconditioners.py @@ -0,0 +1,25 @@ +from __future__ import unicode_literals +from builtins import object +import copy + +__all__ = ["JacobiPreconditioner", + "DILUPreconditioner", + "GaussSeidelPreconditioner", + "ILUPreconditioner"] +from future.utils import text_to_native_str +__all__ = [text_to_native_str(n) for n in __all__] + +class Preconditioner(object): + def __init__(self, preconditioner_type): + self.config_dict = { + "solver": preconditioner_type, + "max_iters": 1 + } + def __call__(self, **kwargs): + self.config_dict.update(kwargs) + return copy.copy(self.config_dict) + +JacobiPreconditioner = Preconditioner("BLOCK_JACOBI") +DILUPreconditioner = Preconditioner("MULTICOLOR_DILU") +GaussSeidelPreconditioner = Preconditioner("MULTICOLOR_GS") +ILUPreconditioner = Preconditioner("MULTICOLOR_ILU") diff --git a/fipy/solvers/pyamgx/preconditioners/__init__.py b/fipy/solvers/pyamgx/preconditioners/__init__.py deleted file mode 100644 index fbe0c41183..0000000000 --- a/fipy/solvers/pyamgx/preconditioners/__init__.py +++ /dev/null @@ -1,7 +0,0 @@ -from __future__ import unicode_literals -from fipy.solvers.pyamgx.preconditioners.preconditioners import * - -__all__ = ["preconditioners"] -__all__.extend(preconditioners.__all__) -from future.utils import text_to_native_str -__all__ = [text_to_native_str(n) for n in __all__] diff --git a/fipy/solvers/pyamgx/preconditioners/preconditioners.py b/fipy/solvers/pyamgx/preconditioners/preconditioners.py deleted file mode 100644 index 609d5281b4..0000000000 --- a/fipy/solvers/pyamgx/preconditioners/preconditioners.py +++ /dev/null @@ -1,42 +0,0 @@ -from __future__ import unicode_literals -from builtins import object -import copy - -__all__ = ["AggregationAMGPreconditioner", - "ClassicalAMGPreconditioner", - "CGPreconditioner", - "BiCGStabPreconditioner", - "FGMRESPreconditioner", - "BlockJacobiPreconditioner", - "MultiColorDILUPreconditioner", - "PolynomialPreconditioner", - "MultiColorGSPreconditioner"] -from future.utils import text_to_native_str -__all__ = [text_to_native_str(n) for n in __all__] - -class Preconditioner(object): - def __init__(self, preconditioner_type, **kwargs): - self.config_dict = { - "solver": preconditioner_type, - "max_iters": 1 - } - self.config_dict.update(kwargs) - def __call__(self, **kwargs): - """ - Parameters - ---------- - **kwargs - Other AMGX solver options - """ - self.config_dict.update(kwargs) - return copy.copy(self.config_dict) - -AggregationAMGPreconditioner = Preconditioner("AMG", algorithm="AGGREGATION", selector="SIZE_2") -ClassicalAMGPreconditioner = Preconditioner("AMG") -CGPreconditioner = Preconditioner("PCG") -BiCGStabPreconditioner = Preconditioner("PCIBCGSTAB") -FGMRESPreconditioner = Preconditioner("FGMRES") -BlockJacobiPreconditioner = Preconditioner("BLOCK_JACOBI") -MultiColorDILUPreconditioner = Preconditioner("MULTICOLOR_DILU") -PolynomialPreconditioner = Preconditioner("POLYNOMIAL") -MultiColorGSPreconditioner = Preconditioner("MULTICOLOR_GS") diff --git a/fipy/solvers/pyamgx/smoothers/smoothers.py b/fipy/solvers/pyamgx/smoothers.py similarity index 100% rename from fipy/solvers/pyamgx/smoothers/smoothers.py rename to fipy/solvers/pyamgx/smoothers.py diff --git a/fipy/solvers/pyamgx/smoothers/__init__.py b/fipy/solvers/pyamgx/smoothers/__init__.py deleted file mode 100644 index 2c83beb175..0000000000 --- a/fipy/solvers/pyamgx/smoothers/__init__.py +++ /dev/null @@ -1,7 +0,0 @@ -from __future__ import unicode_literals -from fipy.solvers.pyamgx.smoothers.smoothers import * - -__all__ = ["smoothers"] -__all__.extend(smoothers.__all__) -from future.utils import text_to_native_str -__all__ = [text_to_native_str(n) for n in __all__] From 4d5d35eda86957d000b8aa71e046353624d3f676 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 12 Jul 2022 11:12:28 -0500 Subject: [PATCH 083/303] Fix inheritance for PyAMG preconditioners --- .../preconditioners/smoothedAggregationPreconditioner.py | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/fipy/solvers/pyAMG/preconditioners/smoothedAggregationPreconditioner.py b/fipy/solvers/pyAMG/preconditioners/smoothedAggregationPreconditioner.py index 8be84186d4..e5057d2d8d 100644 --- a/fipy/solvers/pyAMG/preconditioners/smoothedAggregationPreconditioner.py +++ b/fipy/solvers/pyAMG/preconditioners/smoothedAggregationPreconditioner.py @@ -1,14 +1,15 @@ from __future__ import unicode_literals from builtins import object + from pyamg import smoothed_aggregation_solver +from ...scipy.preconditioners.preconditioner import Preconditioner + __all__ = ["SmoothedAggregationPreconditioner"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class SmoothedAggregationPreconditioner(object): - def __init__(self): - pass +class SmoothedAggregationPreconditioner(Preconditioner): def _applyToMatrix(self, A): return smoothed_aggregation_solver(A).aspreconditioner(cycle='V') From 693987179bad19e7fc607b0c3e2d3202f7ba8599 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 12 Jul 2022 11:13:24 -0500 Subject: [PATCH 084/303] Remove unecessary `__init__` We should stop nannying (or inherit ABC) --- fipy/solvers/pysparse/preconditioners/preconditioner.py | 9 +-------- fipy/solvers/trilinos/preconditioners/preconditioner.py | 7 ------- 2 files changed, 1 insertion(+), 15 deletions(-) diff --git a/fipy/solvers/pysparse/preconditioners/preconditioner.py b/fipy/solvers/pysparse/preconditioners/preconditioner.py index e21581bfa1..fb329eb284 100644 --- a/fipy/solvers/pysparse/preconditioners/preconditioner.py +++ b/fipy/solvers/pysparse/preconditioners/preconditioner.py @@ -11,14 +11,7 @@ class Preconditioner(object): .. attention:: This class is abstract. Always create one of its subclasses. """ - def __init__(self): - """ - Create a `Preconditioner` object. - """ - if self.__class__ is Preconditioner: - raise NotImplementedError("can't instantiate abstract base class") - - def _applyToMatrix(self, matrix): + def _applyToMatrix(self, A): """ Returns the function used for Pysparse preconditioning. diff --git a/fipy/solvers/trilinos/preconditioners/preconditioner.py b/fipy/solvers/trilinos/preconditioners/preconditioner.py index 3b57be7cf4..6e516f7e2c 100644 --- a/fipy/solvers/trilinos/preconditioners/preconditioner.py +++ b/fipy/solvers/trilinos/preconditioners/preconditioner.py @@ -13,12 +13,5 @@ class Preconditioner(object): .. attention:: This class is abstract. Always create one of its subclasses. """ - def __init__(self): - """ - Create a `Preconditioner` object. - """ - if self.__class__ is Preconditioner: - raise NotImplementedError("can't instantiate abstract base class") - def _applyToSolver(self, solver, matrix): raise NotImplementedError From 2c2e22b6e525619a9c4a5503e0f0c899e9946806 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 12 Jul 2022 14:04:18 -0500 Subject: [PATCH 085/303] Change arguments and don't loop over solver suites Different solver suites have different preconditioners, so too complicated to try to capture all in a single loop. Choose suite and preconditioner at calling level. --- examples/benchmarking/solvers/dispatch.sh | 38 ++++++++++++++--------- examples/benchmarking/solvers/setup.sh | 6 ++-- 2 files changed, 28 insertions(+), 16 deletions(-) diff --git a/examples/benchmarking/solvers/dispatch.sh b/examples/benchmarking/solvers/dispatch.sh index 592cb8a256..ca9d4fc11e 100644 --- a/examples/benchmarking/solvers/dispatch.sh +++ b/examples/benchmarking/solvers/dispatch.sh @@ -22,6 +22,8 @@ QSUB=0 ENV=fipy NP=1 PYTHON=python +SOLVERSUITE=petsc +PRECONDITIONER=none while [[ $# > 0 ]] && [[ $1 == -* ]] do @@ -37,9 +39,17 @@ do NP="$2" shift # option has parameter ;; + --log) + LOG_CONFIG="FIPY_LOG_CONFIG=${2}" + shift # option has parameter + ;; --mprof) PYTHON="mprof run" ;; + --solversuite) + SOLVERSUITE="$2" + shift # option has parameter + ;; -h|--help) echo "$USAGE" exit 0 @@ -72,21 +82,21 @@ else MPI="" fi -for library in trilinos scipy pysparse +for solver in cg pcg cgs gmres lu do - for solver in cg pcg cgs gmres lu + for size in 10 100 1000 # 10000 100000 1000000 10000000 do - for size in 100 1000 10000 100000 1000000 10000000 - do - dir="Data/`uuidgen`" - mkdir -p $dir - INVOCATION="${MPI} ${PYTHON} ${BASH_SOURCE%/*}/${SCRIPT} \ - --${library} --numberOfElements=${size} --solver=${solver} --output $dir $@" - if [[ $QSUB == 1 ]]; then - qsub -cwd -pe nodal ${NP} -q "wide64" -o "${dir}" -e "${dir}" "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} - else - bash "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} - fi - done + dir="Data/`uuidgen`" + mkdir -p $dir + INVOCATION="OMP_NUM_THREADS=1 FIPY_SOLVERS=${SOLVERSUITE} ${LOG_CONFIG} \ + ${MPI} ${PYTHON} ${BASH_SOURCE%/*}/${SCRIPT} \ + --numberOfElements=${size} --solver=${solver} $@" +# INVOCATION="${MPI} ${PYTHON} ${BASH_SOURCE%/*}/${SCRIPT} \ +# --${library} --numberOfElements=${size} --solver=${solver} --output $dir $@" + if [[ $QSUB == 1 ]]; then + qsub -cwd -pe nodal ${NP} -q "wide64" -o "${dir}" -e "${dir}" "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} + else + bash "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} + fi done done diff --git a/examples/benchmarking/solvers/setup.sh b/examples/benchmarking/solvers/setup.sh index 35c49a618c..68821d5e60 100644 --- a/examples/benchmarking/solvers/setup.sh +++ b/examples/benchmarking/solvers/setup.sh @@ -42,5 +42,7 @@ if [[ "$#" < 1 ]]; then exit 1 fi -source activate $ENV -$@ +# https://stackoverflow.com/a/56155771/2019542 +eval "$(conda shell.bash hook)" +conda activate $ENV +env $@ From edb6bec9a9160111d02a4db9ef8bf9079e1648a7 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 12 Jul 2022 21:46:00 -0500 Subject: [PATCH 086/303] Drop `pyamgx.LinearCGSolver` It was only ever an alias, anyway --- fipy/solvers/pyamgx/__init__.py | 6 +++--- .../pyamgx/{linearCGSolver.py => linearPCGSolver.py} | 10 ++++------ 2 files changed, 7 insertions(+), 9 deletions(-) rename fipy/solvers/pyamgx/{linearCGSolver.py => linearPCGSolver.py} (87%) diff --git a/fipy/solvers/pyamgx/__init__.py b/fipy/solvers/pyamgx/__init__.py index 639b3448ce..787043ee13 100644 --- a/fipy/solvers/pyamgx/__init__.py +++ b/fipy/solvers/pyamgx/__init__.py @@ -11,7 +11,7 @@ from .preconditioners import * from .pyAMGXSolver import * -from .linearCGSolver import * +from .linearPCGSolver import * from .linearGMRESSolver import * from .linearFGMRESSolver import * from .linearBiCGStabSolver import * @@ -24,7 +24,7 @@ pyamgx.initialize() atexit.register(pyamgx.finalize) -DefaultSolver = LinearCGSolver +DefaultSolver = LinearPCGSolver DefaultAsymmetricSolver = LinearLUSolver DummySolver = DefaultSolver GeneralSolver = LinearLUSolver @@ -37,7 +37,7 @@ from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -__all__.extend(linearCGSolver.__all__) +__all__.extend(linearPCGSolver.__all__) __all__.extend(linearGMRESSolver.__all__) __all__.extend(linearFGMRESSolver.__all__) __all__.extend(linearBiCGStabSolver.__all__) diff --git a/fipy/solvers/pyamgx/linearCGSolver.py b/fipy/solvers/pyamgx/linearPCGSolver.py similarity index 87% rename from fipy/solvers/pyamgx/linearCGSolver.py rename to fipy/solvers/pyamgx/linearPCGSolver.py index 6105e21b22..ead2d976e3 100644 --- a/fipy/solvers/pyamgx/linearCGSolver.py +++ b/fipy/solvers/pyamgx/linearPCGSolver.py @@ -2,13 +2,13 @@ from fipy.solvers.pyamgx import PyAMGXSolver from fipy.solvers.pyamgx.preconditioners import * -__all__ = ["LinearCGSolver", "LinearPCGSolver"] +__all__ = ["LinearPCGSolver"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class LinearCGSolver(PyAMGXSolver): +class LinearPCGSolver(PyAMGXSolver): """ - The `LinearCGSolver` is an interface to the PCG solver in + The `LinearPCGSolver` is an interface to the PCG solver in AMGX, with no preconditioning by default. """ @@ -42,7 +42,7 @@ def __init__(self, tolerance=1e-10, criterion="default", } } } - super(LinearCGSolver, self).__init__( + super(LinearPCGSolver, self).__init__( config_dict, tolerance=tolerance, criterion=criterion, @@ -52,5 +52,3 @@ def __init__(self, tolerance=1e-10, criterion="default", def _canSolveAsymmetric(self): return False - -LinearPCGSolver = LinearCGSolver From be2dd04dd98541c9480716e704b8613e7b85d15d Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 12 Jul 2022 21:47:11 -0500 Subject: [PATCH 087/303] Remove (redundant) `cg` runs --- examples/benchmarking/solvers/diffusion.py | 1 - 1 file changed, 1 deletion(-) diff --git a/examples/benchmarking/solvers/diffusion.py b/examples/benchmarking/solvers/diffusion.py index 0a564fadc7..888947cb06 100644 --- a/examples/benchmarking/solvers/diffusion.py +++ b/examples/benchmarking/solvers/diffusion.py @@ -50,7 +50,6 @@ precon = None solver_class = { - "cg": fp.LinearPCGSolver, "pcg": fp.LinearPCGSolver, "cgs": fp.LinearCGSSolver, "gmres": fp.LinearGMRESSolver, From 4cece6fd669eb80c22c0b4231f97ce37704c16d8 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 13 Jul 2022 11:28:21 -0500 Subject: [PATCH 088/303] Fix names --- fipy/solvers/pyamgx/pyAMGXSolver.py | 2 +- fipy/solvers/pysparse/linearPCGSolver.py | 2 +- fipy/solvers/pysparse/preconditioners/ssorPreconditioner.py | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/fipy/solvers/pyamgx/pyAMGXSolver.py b/fipy/solvers/pyamgx/pyAMGXSolver.py index 1af3df9707..2067bc2028 100644 --- a/fipy/solvers/pyamgx/pyAMGXSolver.py +++ b/fipy/solvers/pyamgx/pyAMGXSolver.py @@ -146,6 +146,6 @@ def _solve_(self, L, x, b): def _solve(self): if self.var.mesh.communicator.Nproc > 1: - raise Exception("SciPy solvers cannot be used with multiple processors") + raise Exception("pyamgx solvers cannot be used with multiple processors") self.var[:] = numerix.reshape(self._solve_(self.matrix, self.var.ravel(), numerix.array(self.RHSvector)), self.var.shape) diff --git a/fipy/solvers/pysparse/linearPCGSolver.py b/fipy/solvers/pysparse/linearPCGSolver.py index 5b6acce70c..705fbff38c 100644 --- a/fipy/solvers/pysparse/linearPCGSolver.py +++ b/fipy/solvers/pysparse/linearPCGSolver.py @@ -30,7 +30,7 @@ class LinearPCGSolver(LinearRHSSolver): solveFnc = staticmethod(krylov.pcg) def __init__(self, tolerance=1e-10, criterion="default", - iterations=1000, precon=SsorPreconditioner()): + iterations=1000, precon=SSORPreconditioner()): """ Create a `LinearPCGSolver` object. diff --git a/fipy/solvers/pysparse/preconditioners/ssorPreconditioner.py b/fipy/solvers/pysparse/preconditioners/ssorPreconditioner.py index a3a9451873..759cd82ed0 100644 --- a/fipy/solvers/pysparse/preconditioners/ssorPreconditioner.py +++ b/fipy/solvers/pysparse/preconditioners/ssorPreconditioner.py @@ -3,7 +3,7 @@ from fipy.solvers.pysparse.preconditioners.preconditioner import Preconditioner -__all__ = ["SsorPreconditioner"] +__all__ = ["SSORPreconditioner"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] From 4f1c9b86eb9f7f09c1ca008305d2d2952521ed59 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 13 Jul 2022 11:34:56 -0500 Subject: [PATCH 089/303] Refactor residual vector and norm calculation --- fipy/solvers/petsc/linearLUSolver.py | 4 +--- fipy/solvers/petsc/petscSolver.py | 4 ++-- fipy/solvers/pysparse/linearLUSolver.py | 4 +--- fipy/solvers/pysparse/pysparseSolver.py | 4 ++-- fipy/solvers/scipy/linearLUSolver.py | 4 +--- fipy/solvers/scipy/scipySolver.py | 4 ++-- fipy/solvers/solver.py | 7 ++++++- fipy/solvers/trilinos/linearLUSolver.py | 25 ++++++++----------------- fipy/solvers/trilinos/trilinosSolver.py | 4 ++-- 9 files changed, 25 insertions(+), 35 deletions(-) diff --git a/fipy/solvers/petsc/linearLUSolver.py b/fipy/solvers/petsc/linearLUSolver.py index 019b4498a2..352558ddca 100644 --- a/fipy/solvers/petsc/linearLUSolver.py +++ b/fipy/solvers/petsc/linearLUSolver.py @@ -66,9 +66,7 @@ def _solve_(self, L, x, b): tolerance_factor, _ = self._adaptTolerance(L, x, b) for iteration in range(self.iterations): - residualVector = L * x - b - - residual = residualVector.norm(PETSc.NormType.NORM_2) + residualVector, residual = self._residualVectorAndNorm(L, x, b) if residual <= self.tolerance * tolerance_factor: break diff --git a/fipy/solvers/petsc/petscSolver.py b/fipy/solvers/petsc/petscSolver.py index 025889a308..ed58f92b6b 100644 --- a/fipy/solvers/petsc/petscSolver.py +++ b/fipy/solvers/petsc/petscSolver.py @@ -51,10 +51,10 @@ def _rhsNorm(self, L, x, b): def _matrixNorm(self, L, x, b): return L.norm(PETSc.NormType.NORM_INFINITY) - def _residualNorm(self, L, x, b): + def _residualVectorAndNorm(self, L, x, b): residualVector = L * x - b - return residualVector.norm(PETSc.NormType.NORM_2) + return residualVector, residualVector.norm(PETSc.NormType.NORM_2) def _solve(self): from fipy.terms import SolutionVariableNumberError diff --git a/fipy/solvers/pysparse/linearLUSolver.py b/fipy/solvers/pysparse/linearLUSolver.py index b54bcd8fcc..2e745d74c5 100644 --- a/fipy/solvers/pysparse/linearLUSolver.py +++ b/fipy/solvers/pysparse/linearLUSolver.py @@ -68,9 +68,7 @@ def _solve_(self, L, x, b): tolerance_factor, _ = self._adaptTolerance(L, x, b) for iteration in range(self.iterations): - residualVector = L * x - b - - residual = numerix.L2norm(residualVector) + residualVector, residual = self._residualVectorAndNorm(L, x, b) if residual <= self.tolerance * tolerance_factor: break diff --git a/fipy/solvers/pysparse/pysparseSolver.py b/fipy/solvers/pysparse/pysparseSolver.py index 6fea2be436..5037b749dc 100644 --- a/fipy/solvers/pysparse/pysparseSolver.py +++ b/fipy/solvers/pysparse/pysparseSolver.py @@ -66,10 +66,10 @@ def _rhsNorm(self, L, x, b): def _matrixNorm(self, L, x, b): return L.matrix.norm('inf') - def _residualNorm(self, L, x, b): + def _residualVectorAndNorm(self, L, x, b): residualVector = L * x - b - return numerix.L2norm(residualVector) + return residualVector, numerix.L2norm(residualVector) def _solve(self): diff --git a/fipy/solvers/scipy/linearLUSolver.py b/fipy/solvers/scipy/linearLUSolver.py index 9cddf90833..e5dfeba3b4 100644 --- a/fipy/solvers/scipy/linearLUSolver.py +++ b/fipy/solvers/scipy/linearLUSolver.py @@ -43,9 +43,7 @@ def _solve_(self, L, x, b): tolerance_factor, _ = self._adaptTolerance(L, x, b) for iteration in range(min(self.iterations, 10)): - residualVector = L * x - b - - residual = numerix.L2norm(residualVector) + residualVector, residual = self._residualVectorAndNorm(L, x, b) if residual <= self.tolerance * tolerance_factor: break diff --git a/fipy/solvers/scipy/scipySolver.py b/fipy/solvers/scipy/scipySolver.py index c6c9346c2c..46ba194ded 100644 --- a/fipy/solvers/scipy/scipySolver.py +++ b/fipy/solvers/scipy/scipySolver.py @@ -47,10 +47,10 @@ def _rhsNorm(self, L, x, b): def _matrixNorm(self, L, x, b): return linalg.norm(L.matrix, ord=numerix.inf) - def _residualNorm(self, L, x, b): + def _residualVectorAndNorm(self, L, x, b): residualVector = L * x - b - return numerix.L2norm(residualVector) + return residualVector, numerix.L2norm(residualVector) def _solve(self): diff --git a/fipy/solvers/solver.py b/fipy/solvers/solver.py index 68ab0307ea..3c450cbe59 100644 --- a/fipy/solvers/solver.py +++ b/fipy/solvers/solver.py @@ -167,9 +167,14 @@ def _rhsNorm(self, L, x, b): def _matrixNorm(self, L, x, b): raise NotImplementedError - def _residualNorm(self, L, x, b): + def _residualVectorAndNorm(self, L, x, b): raise NotImplementedError + def _residualNorm(self, L, x, b): + _, residual = self._residualVectorAndNorm(L, x, b) + + return residual + def _solutionNorm(self, L, x, b): raise NotImplementedError diff --git a/fipy/solvers/trilinos/linearLUSolver.py b/fipy/solvers/trilinos/linearLUSolver.py index 010e536891..f1f96a27cd 100644 --- a/fipy/solvers/trilinos/linearLUSolver.py +++ b/fipy/solvers/trilinos/linearLUSolver.py @@ -65,27 +65,18 @@ def _solve_(self, L, x, b): tolerance_factor, _ = self._adaptTolerance(L, x, b) for iteration in range(self.iterations): - # residualVector = L*x - b - residualVector = Epetra.Vector(L.RangeMap()) - L.Multiply(False, x, residualVector) - # If A is an Epetra.Vector with map M - # and B is an Epetra.Vector with map M - # and C = A - B - # then C is an Epetra.Vector with *no map* !!!?!?! - residualVector -= b + residualVector, residual = self._residualVectorAndNorm(L, x, b) - residual = residualVector.Norm2() + if residual <= self.tolerance * tolerance_factor: + break - if residual <= self.tolerance * tolerance_factor: - break + xError = Epetra.Vector(L.RowMap()) - xError = Epetra.Vector(L.RowMap()) + Problem = Epetra.LinearProblem(L, xError, residualVector) + Solver = self.Factory.Create(text_to_native_str("Klu"), Problem) + Solver.Solve() - Problem = Epetra.LinearProblem(L, xError, residualVector) - Solver = self.Factory.Create(text_to_native_str("Klu"), Problem) - Solver.Solve() - - x[:] = x - xError + x[:] = x - xError self._setConvergence(suite="trilinos", code=AztecOO.AZ_normal, diff --git a/fipy/solvers/trilinos/trilinosSolver.py b/fipy/solvers/trilinos/trilinosSolver.py index 15ecfc2710..3cd9c5e7fb 100644 --- a/fipy/solvers/trilinos/trilinosSolver.py +++ b/fipy/solvers/trilinos/trilinosSolver.py @@ -68,7 +68,7 @@ def _deleteGlobalMatrixAndVectors(self): self.matrix.flush() del self.globalVectors - def _residualNorm(self, L, x, b): + def _residualVectorAndNorm(self, L, x, b): # residualVector = L*x - b residualVector = Epetra.Vector(L.RangeMap()) L.Multiply(False, x, residualVector) @@ -78,7 +78,7 @@ def _residualNorm(self, L, x, b): # then C is an Epetra.Vector with *no map* !!!?!?! residualVector -= b - return residualVector.Norm2() + return residualVector, residualVector.Norm2() def _solve(self): from fipy.terms import SolutionVariableNumberError From acb882445c06f7f567b7f284ee3252f08aa3877c Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 13 Jul 2022 13:21:00 -0500 Subject: [PATCH 090/303] Swap order of looping over solvers and looping over sizes Allow specifying minimum and maximum sizes --- examples/benchmarking/solvers/dispatch.sh | 21 +++++++++++++++++++-- 1 file changed, 19 insertions(+), 2 deletions(-) diff --git a/examples/benchmarking/solvers/dispatch.sh b/examples/benchmarking/solvers/dispatch.sh index ca9d4fc11e..8ebf53a2d9 100644 --- a/examples/benchmarking/solvers/dispatch.sh +++ b/examples/benchmarking/solvers/dispatch.sh @@ -24,6 +24,9 @@ NP=1 PYTHON=python SOLVERSUITE=petsc PRECONDITIONER=none +POWERMIN=1 +POWERMAX=6 +POWERSTEP=1 while [[ $# > 0 ]] && [[ $1 == -* ]] do @@ -50,6 +53,18 @@ do SOLVERSUITE="$2" shift # option has parameter ;; + --powermin) + POWERMIN="$2" + shift # option has parameter + ;; + --powermax) + POWERMAX="$2" + shift # option has parameter + ;; + --powerstep) + POWERMAX="$2" + shift # option has parameter + ;; -h|--help) echo "$USAGE" exit 0 @@ -82,9 +97,10 @@ else MPI="" fi -for solver in cg pcg cgs gmres lu +for (( POWER=${POWERMIN}; POWER<=${POWERMAX}; POWER+=${POWERSTEP} )) do - for size in 10 100 1000 # 10000 100000 1000000 10000000 + size=$((10**${POWER})) + for solver in pcg cgs gmres lu do dir="Data/`uuidgen`" mkdir -p $dir @@ -96,6 +112,7 @@ do if [[ $QSUB == 1 ]]; then qsub -cwd -pe nodal ${NP} -q "wide64" -o "${dir}" -e "${dir}" "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} else + echo bash "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} bash "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} fi done From bd3c661f9dd084f95af685844a6340ed7c0156be Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 13 Jul 2022 13:27:00 -0500 Subject: [PATCH 091/303] Document options and add example invocation --- examples/benchmarking/solvers/dispatch.sh | 10 +++++++++- 1 file changed, 9 insertions(+), 1 deletion(-) diff --git a/examples/benchmarking/solvers/dispatch.sh b/examples/benchmarking/solvers/dispatch.sh index 8ebf53a2d9..ab5b07ab3c 100644 --- a/examples/benchmarking/solvers/dispatch.sh +++ b/examples/benchmarking/solvers/dispatch.sh @@ -1,5 +1,8 @@ #!/bin/bash +# E.g., +# bash examples/benchmarking/solvers/dispatch.sh --env fipy27 --solversuite pysparse --log examples/benchmarking/solvers/macos_config.json diffusion.py --preconditioner=ilu + USAGE="usage: $0 [-h] [--env ENV] [--cmd CMD] [--np NP] [--mprof] [--] SCRIPT [ARGS] Iterates over solvers and mesh sizes by calling setup.sh, which activates @@ -16,7 +19,12 @@ optional arguments: --env ENV Conda environment to activate before invoking SCRIPT (default: fipy) --np NP Number of processes to invoke SCRIPT with (default: 1) - --mprof Whether to run mprof profiler (default: False)" + --mprof Whether to run mprof profiler (default: False) + --log Path to log configuration file + --solversuite Solver package to use + --powermin Power of ten for minimum size, minsize = 10**POWERMIN + --powermin Power of ten for maximum size, maxsize = 10**POWERMAX + --powerstep Increment in power of ten for size" QSUB=0 ENV=fipy From 1b7b114007085bd06a3d608a4cef8800b54cc883 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 13 Jul 2022 13:27:59 -0500 Subject: [PATCH 092/303] Add logging configuration files --- .../solvers/compare_1st_config.json | 21 +++++++++++++++++++ .../benchmarking/solvers/macos_config.json | 21 +++++++++++++++++++ .../benchmarking/solvers/serial_config.json | 21 +++++++++++++++++++ 3 files changed, 63 insertions(+) create mode 100644 examples/benchmarking/solvers/compare_1st_config.json create mode 100644 examples/benchmarking/solvers/macos_config.json create mode 100644 examples/benchmarking/solvers/serial_config.json diff --git a/examples/benchmarking/solvers/compare_1st_config.json b/examples/benchmarking/solvers/compare_1st_config.json new file mode 100644 index 0000000000..2ae616f6ff --- /dev/null +++ b/examples/benchmarking/solvers/compare_1st_config.json @@ -0,0 +1,21 @@ +{ + "version": 1, + "formatters": { + "default": { + "format": "%(asctime)s | %(levelname)s | %(name)s | %(funcName)s | %(message)s" + } + }, + "handlers": { + "serialfile": { + "class": "logging.FileHandler", + "formatter": "default", + "filename": "examples/benchmarking/solvers/compare_1st.log" + } + }, + "loggers": { + "fipy": { + "level": "DEBUG", + "handlers": ["serialfile"] + } + } +} diff --git a/examples/benchmarking/solvers/macos_config.json b/examples/benchmarking/solvers/macos_config.json new file mode 100644 index 0000000000..c9674109f9 --- /dev/null +++ b/examples/benchmarking/solvers/macos_config.json @@ -0,0 +1,21 @@ +{ + "version": 1, + "formatters": { + "default": { + "format": "%(asctime)s | %(levelname)s | %(name)s | %(funcName)s | %(message)s" + } + }, + "handlers": { + "serialfile": { + "class": "logging.FileHandler", + "formatter": "default", + "filename": "examples/benchmarking/solvers/macos.log" + } + }, + "loggers": { + "fipy": { + "level": "DEBUG", + "handlers": ["serialfile"] + } + } +} diff --git a/examples/benchmarking/solvers/serial_config.json b/examples/benchmarking/solvers/serial_config.json new file mode 100644 index 0000000000..1e71db3f22 --- /dev/null +++ b/examples/benchmarking/solvers/serial_config.json @@ -0,0 +1,21 @@ +{ + "version": 1, + "formatters": { + "default": { + "format": "%(asctime)s | %(levelname)s | %(name)s | %(funcName)s | %(message)s" + } + }, + "handlers": { + "serialfile": { + "class": "logging.FileHandler", + "formatter": "default", + "filename": "examples/benchmarking/solvers/solver.log" + } + }, + "loggers": { + "fipy": { + "level": "DEBUG", + "handlers": ["serialfile"] + } + } +} From 982b6402333aae62ac3cf9a697b11105254aca90 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 13 Jul 2022 13:31:03 -0500 Subject: [PATCH 093/303] Add gpu logging configuration --- examples/benchmarking/solvers/gpu_config.json | 21 +++++++++++++++++++ 1 file changed, 21 insertions(+) create mode 100644 examples/benchmarking/solvers/gpu_config.json diff --git a/examples/benchmarking/solvers/gpu_config.json b/examples/benchmarking/solvers/gpu_config.json new file mode 100644 index 0000000000..bbcf0fbe7c --- /dev/null +++ b/examples/benchmarking/solvers/gpu_config.json @@ -0,0 +1,21 @@ +{ + "version": 1, + "formatters": { + "default": { + "format": "%(asctime)s | %(levelname)s | %(name)s | %(funcName)s | %(message)s" + } + }, + "handlers": { + "serialfile": { + "class": "logging.FileHandler", + "formatter": "default", + "filename": "examples/benchmarking/solvers/gpu.log" + } + }, + "loggers": { + "fipy": { + "level": "DEBUG", + "handlers": ["serialfile"] + } + } +} From 0eb5e833f004713eb2e22b8bce168ebedd785e36 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 13 Jul 2022 13:44:15 -0500 Subject: [PATCH 094/303] Rename preconditioner for consistency --- fipy/solvers/pyamgx/linearBiCGStabSolver.py | 4 ++-- fipy/solvers/pyamgx/linearFGMRESSolver.py | 4 ++-- fipy/solvers/pyamgx/linearGMRESSolver.py | 4 ++-- 3 files changed, 6 insertions(+), 6 deletions(-) diff --git a/fipy/solvers/pyamgx/linearBiCGStabSolver.py b/fipy/solvers/pyamgx/linearBiCGStabSolver.py index 9cf57711e8..9bf600846a 100644 --- a/fipy/solvers/pyamgx/linearBiCGStabSolver.py +++ b/fipy/solvers/pyamgx/linearBiCGStabSolver.py @@ -1,6 +1,6 @@ from __future__ import unicode_literals from fipy.solvers.pyamgx import PyAMGXSolver -from fipy.solvers.pyamgx.preconditioners import * +from fipy.solvers.pyamgx.preconditioners import JacobiPreconditioner __all__ = ["LinearBiCGStabSolver"] from future.utils import text_to_native_str @@ -13,7 +13,7 @@ class LinearBiCGStabSolver(PyAMGXSolver): """ def __init__(self, tolerance=1e-10, criterion="default", - iterations=1000, precon=BlockJacobiPreconditioner(), + iterations=1000, precon=JacobiPreconditioner(), **kwargs): """ Parameters diff --git a/fipy/solvers/pyamgx/linearFGMRESSolver.py b/fipy/solvers/pyamgx/linearFGMRESSolver.py index a38be261ff..ed0449a092 100644 --- a/fipy/solvers/pyamgx/linearFGMRESSolver.py +++ b/fipy/solvers/pyamgx/linearFGMRESSolver.py @@ -1,6 +1,6 @@ from __future__ import unicode_literals from fipy.solvers.pyamgx import PyAMGXSolver -from fipy.solvers.pyamgx.preconditioners import BlockJacobiPreconditioner +from fipy.solvers.pyamgx.preconditioners import JacobiPreconditioner __all__ = ["LinearFGMRESSolver"] from future.utils import text_to_native_str @@ -13,7 +13,7 @@ class LinearFGMRESSolver(PyAMGXSolver): """ def __init__(self, tolerance=1e-10, criterion="default", - iterations=1000, precon=BlockJacobiPreconditioner(), + iterations=1000, precon=JacobiPreconditioner(), **kwargs): """ Parameters diff --git a/fipy/solvers/pyamgx/linearGMRESSolver.py b/fipy/solvers/pyamgx/linearGMRESSolver.py index 05999797f3..018ca97c72 100644 --- a/fipy/solvers/pyamgx/linearGMRESSolver.py +++ b/fipy/solvers/pyamgx/linearGMRESSolver.py @@ -1,6 +1,6 @@ from __future__ import unicode_literals from fipy.solvers.pyamgx import PyAMGXSolver -from fipy.solvers.pyamgx.preconditioners import BlockJacobiPreconditioner +from fipy.solvers.pyamgx.preconditioners import JacobiPreconditioner __all__ = ["LinearGMRESSolver"] from future.utils import text_to_native_str @@ -13,7 +13,7 @@ class LinearGMRESSolver(PyAMGXSolver): """ def __init__(self, tolerance=1e-10, criterion="default", - iterations=1000, precon=BlockJacobiPreconditioner(), + iterations=1000, precon=JacobiPreconditioner(), **kwargs): """ Parameters From 4b7e180ecdb717853243ef2b682b9ce6c44b8e01 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 13 Jul 2022 13:45:34 -0500 Subject: [PATCH 095/303] Rename another preconditioner --- fipy/solvers/pyamgx/linearPCGSolver.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/fipy/solvers/pyamgx/linearPCGSolver.py b/fipy/solvers/pyamgx/linearPCGSolver.py index ead2d976e3..80b25c18c0 100644 --- a/fipy/solvers/pyamgx/linearPCGSolver.py +++ b/fipy/solvers/pyamgx/linearPCGSolver.py @@ -1,6 +1,6 @@ from __future__ import unicode_literals from fipy.solvers.pyamgx import PyAMGXSolver -from fipy.solvers.pyamgx.preconditioners import * +from fipy.solvers.pyamgx.preconditioners import JacobiPreconditioner __all__ = ["LinearPCGSolver"] from future.utils import text_to_native_str @@ -13,7 +13,7 @@ class LinearPCGSolver(PyAMGXSolver): """ def __init__(self, tolerance=1e-10, criterion="default", - iterations=1000, precon=BlockJacobiPreconditioner(), + iterations=1000, precon=JacobiPreconditioner(), **kwargs): """ Parameters From e74f38f766c01bd99a07ae76d511ac081fbf717c Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 13 Jul 2022 14:15:23 -0500 Subject: [PATCH 096/303] Remove directory creation We don't use it --- examples/benchmarking/solvers/dispatch.sh | 2 -- 1 file changed, 2 deletions(-) diff --git a/examples/benchmarking/solvers/dispatch.sh b/examples/benchmarking/solvers/dispatch.sh index ab5b07ab3c..1803f199a6 100644 --- a/examples/benchmarking/solvers/dispatch.sh +++ b/examples/benchmarking/solvers/dispatch.sh @@ -110,8 +110,6 @@ do size=$((10**${POWER})) for solver in pcg cgs gmres lu do - dir="Data/`uuidgen`" - mkdir -p $dir INVOCATION="OMP_NUM_THREADS=1 FIPY_SOLVERS=${SOLVERSUITE} ${LOG_CONFIG} \ ${MPI} ${PYTHON} ${BASH_SOURCE%/*}/${SCRIPT} \ --numberOfElements=${size} --solver=${solver} $@" From 90a37c3aaa95622fa0f3112b116a714c0d818aee Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 13 Jul 2022 14:15:48 -0500 Subject: [PATCH 097/303] Change solver selection to cascade of ifs Trying to be too clever with dict means that it doesn't work for all solver suites --- examples/benchmarking/solvers/diffusion.py | 20 +++++++++++--------- 1 file changed, 11 insertions(+), 9 deletions(-) diff --git a/examples/benchmarking/solvers/diffusion.py b/examples/benchmarking/solvers/diffusion.py index 888947cb06..69aa12d9a9 100644 --- a/examples/benchmarking/solvers/diffusion.py +++ b/examples/benchmarking/solvers/diffusion.py @@ -49,15 +49,17 @@ elif args.preconditioner == "none": precon = None -solver_class = { - "pcg": fp.LinearPCGSolver, - "cgs": fp.LinearCGSSolver, - "gmres": fp.LinearGMRESSolver, - "lu": fp.LinearLUSolver -} - -with solver_class[args.solver](tolerance=args.tolerance, criterion="initial", - iterations=args.iterations, precon=precon) as solver: +if args.solver == "cgs": + solver_class = fp.LinearCGSSolver +elif args.solver == "gmres": + solver_class = fp.LinearGMRESSolver +elif args.solver == "lu": + solver_class = fp.LinearLUSolver +elif args.solver == "pcg": + solver_class = fp.LinearPCGSolver + +with solver_class(tolerance=args.tolerance, criterion="initial", + iterations=args.iterations, precon=precon) as solver: if args.writeFiles and parallelComm.procID == 0: suite = solver.__module__.split('.')[2] From e8ddc09af927d95fc6079bf2f39f5687638a4f85 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 13 Jul 2022 14:25:00 -0500 Subject: [PATCH 098/303] Change output to TSV of solution Can't read Py27 pickle in Py3k, etc. --- examples/benchmarking/solvers/diffusion.py | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/examples/benchmarking/solvers/diffusion.py b/examples/benchmarking/solvers/diffusion.py index 69aa12d9a9..54648f3f03 100644 --- a/examples/benchmarking/solvers/diffusion.py +++ b/examples/benchmarking/solvers/diffusion.py @@ -84,6 +84,5 @@ solver._log.debug(json.dumps(state)) if args.writeFiles and parallelComm.procID == 0: - eq.matrix.exportMmf(os.path.join(path, "final.mtx")) - fp.tools.dump.write((var, eq.RHSvector), - filename=os.path.join(path, "final.tar.gz")) + filename = os.path.join(path, "solution.tsv") + fp.viewer.TSVViewer(vars=var).plot(filename=filename) From e51ec00646153e5f029f7da1bf77f94c1263313f Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 13 Jul 2022 14:27:44 -0500 Subject: [PATCH 099/303] Fix typo --- examples/benchmarking/solvers/diffusion.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/benchmarking/solvers/diffusion.py b/examples/benchmarking/solvers/diffusion.py index 54648f3f03..47b6f594d9 100644 --- a/examples/benchmarking/solvers/diffusion.py +++ b/examples/benchmarking/solvers/diffusion.py @@ -85,4 +85,4 @@ if args.writeFiles and parallelComm.procID == 0: filename = os.path.join(path, "solution.tsv") - fp.viewer.TSVViewer(vars=var).plot(filename=filename) + fp.viewers.TSVViewer(vars=var).plot(filename=filename) From 582ad18bb9d8bfb1851083821d1171390f1b6375 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 13 Jul 2022 16:02:21 -0500 Subject: [PATCH 100/303] Add sbatch (slurm) invocation --- examples/benchmarking/solvers/dispatch.sh | 15 +++++++++++++-- 1 file changed, 13 insertions(+), 2 deletions(-) diff --git a/examples/benchmarking/solvers/dispatch.sh b/examples/benchmarking/solvers/dispatch.sh index 1803f199a6..f49be258c1 100644 --- a/examples/benchmarking/solvers/dispatch.sh +++ b/examples/benchmarking/solvers/dispatch.sh @@ -16,6 +16,8 @@ optional arguments: -h, --help show this help message and exit --qsub Invoke SCRIPT using 'qsub -cwd' for Sun grid engine (default: invoke using bash) + --sbatch Invoke SCRIPT using 'sbatch ???' for slurm + (default: invoke using bash) --env ENV Conda environment to activate before invoking SCRIPT (default: fipy) --np NP Number of processes to invoke SCRIPT with (default: 1) @@ -27,6 +29,7 @@ optional arguments: --powerstep Increment in power of ten for size" QSUB=0 +SBATCH="" ENV=fipy NP=1 PYTHON=python @@ -42,6 +45,10 @@ do --qsub) QSUB=1 ;; + --sbatch) + SBATCH="$2" + shift # option has parameter + ;; --env) ENV="$2" shift # option has parameter @@ -113,10 +120,14 @@ do INVOCATION="OMP_NUM_THREADS=1 FIPY_SOLVERS=${SOLVERSUITE} ${LOG_CONFIG} \ ${MPI} ${PYTHON} ${BASH_SOURCE%/*}/${SCRIPT} \ --numberOfElements=${size} --solver=${solver} $@" -# INVOCATION="${MPI} ${PYTHON} ${BASH_SOURCE%/*}/${SCRIPT} \ -# --${library} --numberOfElements=${size} --solver=${solver} --output $dir $@" + + JOBNAME="${SCRIPT}-${size}-${solver}" + if [[ $QSUB == 1 ]]; then qsub -cwd -pe nodal ${NP} -q "wide64" -o "${dir}" -e "${dir}" "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} + elif [[ -n $SBATCH ]]; then + sbatch --partition=${SBATCH} --job-name=${JOBNAME} --ntasks=${NP} --ntasks-per-core=2 \ + "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} else echo bash "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} bash "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} From 7d14264e972cbc104bfee1366841facd456bd3f2 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 14 Jul 2022 16:08:17 -0500 Subject: [PATCH 101/303] Change `--log` option to take configuration path and log path --- examples/benchmarking/solvers/dispatch.sh | 23 +++++++++------ examples/benchmarking/solvers/setup.sh | 36 +++++++++++++++++++++-- 2 files changed, 47 insertions(+), 12 deletions(-) diff --git a/examples/benchmarking/solvers/dispatch.sh b/examples/benchmarking/solvers/dispatch.sh index f49be258c1..e51371e396 100644 --- a/examples/benchmarking/solvers/dispatch.sh +++ b/examples/benchmarking/solvers/dispatch.sh @@ -22,16 +22,19 @@ optional arguments: (default: fipy) --np NP Number of processes to invoke SCRIPT with (default: 1) --mprof Whether to run mprof profiler (default: False) - --log Path to log configuration file - --solversuite Solver package to use - --powermin Power of ten for minimum size, minsize = 10**POWERMIN - --powermin Power of ten for maximum size, maxsize = 10**POWERMAX - --powerstep Increment in power of ten for size" + --log CONFIG LOG Path to log configuration file template and + path for log file. + --solversuite SUITE Solver package to use + --powermin POWERMIN Power of ten for minimum size, minsize = 10**POWERMIN + --powermin POWERMAX Power of ten for maximum size, maxsize = 10**POWERMAX + --powerstep POWERSTEP Increment in power of ten for size" QSUB=0 SBATCH="" ENV=fipy NP=1 +LOGCONFIG="" +LOGFILE="" PYTHON=python SOLVERSUITE=petsc PRECONDITIONER=none @@ -58,8 +61,10 @@ do shift # option has parameter ;; --log) - LOG_CONFIG="FIPY_LOG_CONFIG=${2}" - shift # option has parameter + LOGCONFIG="$2" + LOGFILE="$3" + shift # option has two parameters + shift ;; --mprof) PYTHON="mprof run" @@ -127,10 +132,10 @@ do qsub -cwd -pe nodal ${NP} -q "wide64" -o "${dir}" -e "${dir}" "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} elif [[ -n $SBATCH ]]; then sbatch --partition=${SBATCH} --job-name=${JOBNAME} --ntasks=${NP} --ntasks-per-core=2 \ - "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} + "${BASH_SOURCE%/*}/setup.sh" --log ${LOGCONFIG} ${LOGFILE} --env "${ENV}" -- ${INVOCATION} else echo bash "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} - bash "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} + bash "${BASH_SOURCE%/*}/setup.sh" --log ${LOGCONFIG} ${LOGFILE} --env "${ENV}" -- ${INVOCATION} fi done done diff --git a/examples/benchmarking/solvers/setup.sh b/examples/benchmarking/solvers/setup.sh index 68821d5e60..565fd4266e 100644 --- a/examples/benchmarking/solvers/setup.sh +++ b/examples/benchmarking/solvers/setup.sh @@ -8,7 +8,10 @@ with ARGS optional arguments: -h, --help show this help message and exit --env ENV Conda environment to activate before invoking SCRIPT - (default: fipy)" + (default: fipy) + --log CONFIG LOG Path to log configuration file template and + path for log file. +" ENV=fipy @@ -19,6 +22,12 @@ do ENV="$2" shift # option has parameter ;; + --log) + LOGCONFIG="$2" + LOGFILE="$3" + shift # option has two parameters + shift + ;; -h|--help) echo "$USAGE" exit 0 @@ -42,7 +51,28 @@ if [[ "$#" < 1 ]]; then exit 1 fi +if [[ -n $LOGCONFIG ]]; then + tmp_dir=$(mktemp -d -t fipylogconfig-XXXXXXXXXX) + cp $LOGCONFIG $tmp_dir + LOGCONFIG="${tmp_dir}/${LOGCONFIG##*/}" + + if [[ -n $SLURM_JOB_ID ]]; then + logpath=${LOGFILE%/*} + logbase=${LOGFILE##*/} + logpref=${logbase%.*} + logfext=${logbase##*.} + + LOGFILE="${logpath}/${logpref}.${SLURM_JOB_ID}.${logfext}" + fi + + sed -i -e "s:%LOGFILE%:${LOGFILE}:g" $LOGCONFIG +fi + # https://stackoverflow.com/a/56155771/2019542 eval "$(conda shell.bash hook)" -conda activate $ENV -env $@ +echo conda activate $ENV +echo env FIPY_LOG_CONFIG=${LOGCONFIG} $@ + +if [[ -n $tmp_dir ]]; then + rm -rf ${LOGCONFIG} +fi From 9fde12ab83c62e9e8f00083ef18242774d982d38 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 14 Jul 2022 16:11:11 -0500 Subject: [PATCH 102/303] Remove `--writeFiles` option Rudundant to `--output` --- examples/benchmarking/solvers/diffusion.py | 8 +++----- 1 file changed, 3 insertions(+), 5 deletions(-) diff --git a/examples/benchmarking/solvers/diffusion.py b/examples/benchmarking/solvers/diffusion.py index 47b6f594d9..befed1c657 100644 --- a/examples/benchmarking/solvers/diffusion.py +++ b/examples/benchmarking/solvers/diffusion.py @@ -9,7 +9,7 @@ parser = argparse.ArgumentParser() parser.add_argument("--output", help="directory to store results in", - default=str(uuid.uuid4())) + default=None) parser.add_argument("--numberOfElements", help="number of total cells in a Grid2D", type=int, default=10000) parser.add_argument("--solver", help="solver class to use", @@ -22,8 +22,6 @@ type=int, default=1000) parser.add_argument("--tolerance", help="linear solver tolerance", type=float, default=1e-10) -parser.add_argument("--writeFiles", help="whether to write solution values and matrix to OUTPUT", - action='store_true') args, unknowns = parser.parse_known_args() @@ -61,7 +59,7 @@ with solver_class(tolerance=args.tolerance, criterion="initial", iterations=args.iterations, precon=precon) as solver: - if args.writeFiles and parallelComm.procID == 0: + if (args.output is not None) and (parallelComm.procID == 0): suite = solver.__module__.split('.')[2] path = os.path.join(args.output, suite, solver.__class__.__name__, str(N**2)) @@ -83,6 +81,6 @@ state["state"] = "END" solver._log.debug(json.dumps(state)) - if args.writeFiles and parallelComm.procID == 0: + if (args.output is not None) and (parallelComm.procID == 0): filename = os.path.join(path, "solution.tsv") fp.viewers.TSVViewer(vars=var).plot(filename=filename) From 1c39345fccab4a6c257fa8600b4be6b75be4442e Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 14 Jul 2022 16:12:43 -0500 Subject: [PATCH 103/303] Add serial loggging template --- .../benchmarking/solvers/config_template.json | 21 +++++++++++++++++++ 1 file changed, 21 insertions(+) create mode 100644 examples/benchmarking/solvers/config_template.json diff --git a/examples/benchmarking/solvers/config_template.json b/examples/benchmarking/solvers/config_template.json new file mode 100644 index 0000000000..e1c4744568 --- /dev/null +++ b/examples/benchmarking/solvers/config_template.json @@ -0,0 +1,21 @@ +{ + "version": 1, + "formatters": { + "default": { + "format": "%(asctime)s | %(levelname)s | %(name)s | %(funcName)s | %(message)s" + } + }, + "handlers": { + "serialfile": { + "class": "logging.FileHandler", + "formatter": "default", + "filename": "%LOGFILE%" + } + }, + "loggers": { + "fipy": { + "level": "DEBUG", + "handlers": ["serialfile"] + } + } +} From 3868b5a19889986ffc163b3b14d0b8ca198431db Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 14 Jul 2022 16:18:10 -0500 Subject: [PATCH 104/303] Re-enable actual commands --- examples/benchmarking/solvers/setup.sh | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/examples/benchmarking/solvers/setup.sh b/examples/benchmarking/solvers/setup.sh index 565fd4266e..17b21d0f90 100644 --- a/examples/benchmarking/solvers/setup.sh +++ b/examples/benchmarking/solvers/setup.sh @@ -70,8 +70,8 @@ fi # https://stackoverflow.com/a/56155771/2019542 eval "$(conda shell.bash hook)" -echo conda activate $ENV -echo env FIPY_LOG_CONFIG=${LOGCONFIG} $@ +conda activate $ENV +env FIPY_LOG_CONFIG=${LOGCONFIG} $@ if [[ -n $tmp_dir ]]; then rm -rf ${LOGCONFIG} From 57b1be585e6896770870b25dd85317551cbf501f Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 14 Jul 2022 16:30:52 -0500 Subject: [PATCH 105/303] Ensure path exists for log file --- examples/benchmarking/solvers/setup.sh | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/examples/benchmarking/solvers/setup.sh b/examples/benchmarking/solvers/setup.sh index 17b21d0f90..3ab626bfc5 100644 --- a/examples/benchmarking/solvers/setup.sh +++ b/examples/benchmarking/solvers/setup.sh @@ -56,8 +56,9 @@ if [[ -n $LOGCONFIG ]]; then cp $LOGCONFIG $tmp_dir LOGCONFIG="${tmp_dir}/${LOGCONFIG##*/}" + logpath=${LOGFILE%/*} + mkdir -p $logpath if [[ -n $SLURM_JOB_ID ]]; then - logpath=${LOGFILE%/*} logbase=${LOGFILE##*/} logpref=${logbase%.*} logfext=${logbase##*.} From 274205b6c442dba3123359b7a04479c5182f8b29 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 14 Jul 2022 16:39:33 -0500 Subject: [PATCH 106/303] Differentiate by preconditioner --- examples/benchmarking/solvers/diffusion.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/examples/benchmarking/solvers/diffusion.py b/examples/benchmarking/solvers/diffusion.py index befed1c657..a6b0523bd0 100644 --- a/examples/benchmarking/solvers/diffusion.py +++ b/examples/benchmarking/solvers/diffusion.py @@ -61,7 +61,9 @@ if (args.output is not None) and (parallelComm.procID == 0): suite = solver.__module__.split('.')[2] - path = os.path.join(args.output, suite, solver.__class__.__name__, str(N**2)) + path = os.path.join(args.output, suite, + args.solver, args.preconditioner, + str(N**2)) os.makedirs(path) From 3c6ed21bdf9fb238e07b79a41ea219325c5fc684 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 14 Jul 2022 16:41:51 -0500 Subject: [PATCH 107/303] Change to class names --- examples/benchmarking/solvers/diffusion.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/examples/benchmarking/solvers/diffusion.py b/examples/benchmarking/solvers/diffusion.py index a6b0523bd0..b233ed28ea 100644 --- a/examples/benchmarking/solvers/diffusion.py +++ b/examples/benchmarking/solvers/diffusion.py @@ -61,8 +61,13 @@ if (args.output is not None) and (parallelComm.procID == 0): suite = solver.__module__.split('.')[2] + if args.preconditioner is None: + preconditioner_name = "none" + else: + preconditioner_name = precon.__class__.__name__ path = os.path.join(args.output, suite, - args.solver, args.preconditioner, + solver.__class__.__name__, + preconditioner_name, str(N**2)) os.makedirs(path) From bae9e04215ed001f23554ef380687b8e00d2fdbb Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 15 Jul 2022 09:47:17 -0500 Subject: [PATCH 108/303] Instrument actual solve operation --- fipy/solvers/petsc/linearLUSolver.py | 5 +++++ fipy/solvers/petsc/petscKrylovSolver.py | 5 +++++ fipy/solvers/pyamgx/pyAMGXSolver.py | 5 +++++ fipy/solvers/pysparse/linearLUSolver.py | 5 +++++ fipy/solvers/pysparse/pysparseSolver.py | 4 ++++ fipy/solvers/scipy/linearLUSolver.py | 4 ++++ fipy/solvers/scipy/scipyKrylovSolver.py | 5 +++++ fipy/solvers/trilinos/linearLUSolver.py | 4 ++++ fipy/solvers/trilinos/trilinosAztecOOSolver.py | 4 ++++ 9 files changed, 41 insertions(+) diff --git a/fipy/solvers/petsc/linearLUSolver.py b/fipy/solvers/petsc/linearLUSolver.py index 352558ddca..238885ae13 100644 --- a/fipy/solvers/petsc/linearLUSolver.py +++ b/fipy/solvers/petsc/linearLUSolver.py @@ -65,6 +65,8 @@ def _solve_(self, L, x, b): tolerance_factor, _ = self._adaptTolerance(L, x, b) + self._log.debug("BEGIN solve") + for iteration in range(self.iterations): residualVector, residual = self._residualVectorAndNorm(L, x, b) @@ -74,8 +76,11 @@ def _solve_(self, L, x, b): xError = x.copy() ksp.solve(residualVector, xError) + x -= xError + self._log.debug("END solve") + self._setConvergence(suite="petsc", code=PETSc.KSP.ConvergedReason.CONVERGED_ITS, iterations=iteration+1, diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index dd41243313..464b9c5d58 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -79,8 +79,13 @@ def _solve_(self, L, x, b): L.assemble() ksp.setOperators(L) ksp.setFromOptions() + + self._log.debug("BEGIN solve") + ksp.solve(b, x) + self._log.debug("END solve") + self._setConvergence(suite="petsc", code=ksp.reason, iterations=ksp.its, diff --git a/fipy/solvers/pyamgx/pyAMGXSolver.py b/fipy/solvers/pyamgx/pyAMGXSolver.py index 2067bc2028..63a040b601 100644 --- a/fipy/solvers/pyamgx/pyAMGXSolver.py +++ b/fipy/solvers/pyamgx/pyAMGXSolver.py @@ -122,8 +122,13 @@ def _solve_(self, L, x, b): solver.setup(self.A_gpu) # solve system on GPU + + self._log.debug("BEGIN solve") + solver.solve(self.b_gpu, self.x_gpu) + self._log.debug("END solve") + # download values from GPU to CPU self.x_gpu.download(x) diff --git a/fipy/solvers/pysparse/linearLUSolver.py b/fipy/solvers/pysparse/linearLUSolver.py index 2e745d74c5..af44c53445 100644 --- a/fipy/solvers/pysparse/linearLUSolver.py +++ b/fipy/solvers/pysparse/linearLUSolver.py @@ -67,6 +67,8 @@ def _solve_(self, L, x, b): tolerance_factor, _ = self._adaptTolerance(L, x, b) + self._log.debug("BEGIN solve") + for iteration in range(self.iterations): residualVector, residual = self._residualVectorAndNorm(L, x, b) @@ -74,9 +76,12 @@ def _solve_(self, L, x, b): break xError = numerix.zeros(len(b), 'd') + LU.solve(residualVector, xError) x[:] = x - xError + self._log.debug("END solve") + self._setConvergence(suite="pysparse", code=0, iterations=iteration+1, diff --git a/fipy/solvers/pysparse/pysparseSolver.py b/fipy/solvers/pysparse/pysparseSolver.py index 5037b749dc..2a9d6d3a66 100644 --- a/fipy/solvers/pysparse/pysparseSolver.py +++ b/fipy/solvers/pysparse/pysparseSolver.py @@ -49,10 +49,14 @@ def _solve_(self, L, x, b): # which changes depending on which solver is used default_norm = self._defaultNorm(L, x, b) + self._log.debug("BEGIN solve") + info, iter, relres = self.solveFnc(A, b, x, self.tolerance * tolerance_factor, self.iterations, P) + self._log.debug("END solve") + self._setConvergence(suite="pysparse", code=info, iterations=iter, diff --git a/fipy/solvers/scipy/linearLUSolver.py b/fipy/solvers/scipy/linearLUSolver.py index e5dfeba3b4..0ad22fa844 100644 --- a/fipy/solvers/scipy/linearLUSolver.py +++ b/fipy/solvers/scipy/linearLUSolver.py @@ -42,6 +42,8 @@ def _solve_(self, L, x, b): tolerance_factor, _ = self._adaptTolerance(L, x, b) + self._log.debug("BEGIN solve") + for iteration in range(min(self.iterations, 10)): residualVector, residual = self._residualVectorAndNorm(L, x, b) @@ -51,6 +53,8 @@ def _solve_(self, L, x, b): xError = LU.solve(residualVector) x[:] = x - xError + self._log.debug("END solve") + self._setConvergence(suite="scipy", code=0, iterations=iteration+1, diff --git a/fipy/solvers/scipy/scipyKrylovSolver.py b/fipy/solvers/scipy/scipyKrylovSolver.py index 782e7b7c42..a448ce134c 100644 --- a/fipy/solvers/scipy/scipyKrylovSolver.py +++ b/fipy/solvers/scipy/scipyKrylovSolver.py @@ -47,6 +47,9 @@ def _solve_(self, L, x, b): tolerance_factor, _ = self._adaptTolerance(L, x, b) self.actualIterations = 0 + + self._log.debug("BEGIN solve") + x, info = self.solveFnc(A, b, x, tol=self.tolerance * tolerance_factor, maxiter=self.iterations, @@ -54,6 +57,8 @@ def _solve_(self, L, x, b): atol='legacy', callback=self._countIterations) + self._log.debug("END solve") + self._setConvergence(suite="scipy", code=numerix.sign(info), actual_code=info, diff --git a/fipy/solvers/trilinos/linearLUSolver.py b/fipy/solvers/trilinos/linearLUSolver.py index f1f96a27cd..9ecbf8fcab 100644 --- a/fipy/solvers/trilinos/linearLUSolver.py +++ b/fipy/solvers/trilinos/linearLUSolver.py @@ -64,6 +64,8 @@ def _solve_(self, L, x, b): tolerance_factor, _ = self._adaptTolerance(L, x, b) + self._log.debug("BEGIN solve") + for iteration in range(self.iterations): residualVector, residual = self._residualVectorAndNorm(L, x, b) @@ -78,6 +80,8 @@ def _solve_(self, L, x, b): x[:] = x - xError + self._log.debug("END solve") + self._setConvergence(suite="trilinos", code=AztecOO.AZ_normal, iterations=iteration+1, diff --git a/fipy/solvers/trilinos/trilinosAztecOOSolver.py b/fipy/solvers/trilinos/trilinosAztecOOSolver.py index a047d4abd5..646ce8916f 100644 --- a/fipy/solvers/trilinos/trilinosAztecOOSolver.py +++ b/fipy/solvers/trilinos/trilinosAztecOOSolver.py @@ -74,8 +74,12 @@ def _solve_(self, L, x, b): else: self.preconditioner._applyToSolver(solver=Solver, matrix=L) + self._log.debug("BEGIN solve") + output = Solver.Iterate(self.iterations, self.tolerance * tolerance_factor) + self._log.debug("END solve") + if self.preconditioner is not None: if hasattr(self.preconditioner, 'Prec'): del self.preconditioner.Prec From ca84bbcb07bfdd27922c618c0e2f17f78193aa63 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sat, 16 Jul 2022 12:36:16 -0500 Subject: [PATCH 109/303] Add notebook for analysis of solver benchmarking --- examples/benchmarking/solvers/Analyze.ipynb | 1408 +++++++++++++++++++ 1 file changed, 1408 insertions(+) create mode 100644 examples/benchmarking/solvers/Analyze.ipynb diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb new file mode 100644 index 0000000000..bdb3e2746d --- /dev/null +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -0,0 +1,1408 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 285, + "id": "10cb75b9-d1a2-4ddc-90bf-68a382e059c4", + "metadata": {}, + "outputs": [], + "source": [ + "import glob\n", + "import json\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 312, + "id": "2f9b52f9-53f1-478b-8eea-a4c83f7d13c5", + "metadata": {}, + "outputs": [], + "source": [ + "def read_events(fname):\n", + " events = []\n", + "\n", + " with open(fname, 'r') as f:\n", + " begin_time = np.nan\n", + " solve_time = np.nan\n", + " for line in f:\n", + " entries = line.split(\"|\")\n", + " # Python version uses '|', too\n", + " entries = entries[:4] + [\"|\".join(entries[4:])]\n", + "\n", + " (time_stamp,\n", + " level,\n", + " logger,\n", + " function,\n", + " msg) = [s.strip() for s in entries]\n", + "\n", + " if (logger, function) == (\"fipy.solvers\", \"\"):\n", + " pass\n", + " elif (level, logger, function) == (\"INFO\", \"fipy\", \"\"):\n", + " versions = json.loads(msg)\n", + " # fix name collision\n", + " versions[\"solver_suite\"] = versions[\"solver\"]\n", + " del versions[\"solver\"]\n", + " elif (level, function) == (\"DEBUG\", \"\"):\n", + " state = json.loads(msg)\n", + " state[\"time_stamp\"] = time_stamp\n", + " state[\"solver_class\"] = logger.split('.')[-1]\n", + " state.update(versions)\n", + " events.append(state.copy())\n", + " # if state[\"state\"] == \"START\":\n", + " # elif state[\"state\"] == \"END\"\n", + " elif (level, function) == (\"DEBUG\", \"_setConvergence\"):\n", + " state[\"state\"] = \"SWEEP\"\n", + " event = json.loads(msg)\n", + " event.update(state)\n", + " event[\"time_stamp\"] = time_stamp\n", + " event[\"solver_class\"] = logger.split('.')[-1]\n", + " event[\"solve_time\"] = str(solve_time)\n", + " events.append(event)\n", + " elif (level, function) == (\"DEBUG\", \"_solve_\"):\n", + " if msg == \"BEGIN solve\":\n", + " begin_time = pd.to_datetime(time_stamp)\n", + " # print(\"begin\", time_stamp, begin_time)\n", + " solve_time = np.nan\n", + " elif msg == \"END solve\":\n", + " solve_time = pd.to_datetime(time_stamp) - begin_time\n", + " # print(\"end\", time_stamp, solve_time)\n", + " begin_time = np.nan\n", + "\n", + " return events\n", + "\n", + "def events2df(events):\n", + " df = pd.json_normalize(events)\n", + " df[\"time_stamp\"] = pd.to_datetime(df[\"time_stamp\"])\n", + " df.loc[df[\"preconditioner\"].isna()\n", + " | (df[\"preconditioner\"] == \"NoneType\"), \"preconditioner\"] = \"unpreconditioned\"\n", + "\n", + " return df\n", + "\n", + "def extract_total_times(df):\n", + " df2 = df[df[\"state\"].isin([\"START\", \"END\"])].copy()\n", + " df2[\"time_delta\"] = df2[\"time_stamp\"].diff()\n", + " df2[\"elapsed_seconds\"] = df2[\"time_delta\"] / pd.Timedelta(\"00:00:01\")\n", + "\n", + " return df2[df2[\"state\"] == \"END\"].sort_values(\"numberOfElements\")\n", + "\n", + "def extract_sweep_times(df):\n", + " df2 = df.copy()\n", + " df2[\"time_delta\"] = df[\"time_stamp\"].diff()\n", + " df2[\"elapsed_seconds\"] = df2[\"time_delta\"] / pd.Timedelta(\"00:00:01\")\n", + "\n", + " return df2[~df2[\"state\"].isin([\"START\", \"END\"])]" + ] + }, + { + "cell_type": "code", + "execution_count": 327, + "id": "1663a78e-be26-47ad-bf6a-197ca146e04a", + "metadata": {}, + "outputs": [], + "source": [ + "def plot_all(df):\n", + " fig, ax = plt.subplots(figsize=(8,6))\n", + " for label, group in df.groupby([\"solver_suite\", \"solver_class\", \"preconditioner\"]):\n", + " group.plot(\"numberOfElements\", \"elapsed_seconds\", loglog=True,\n", + " ax=ax, label=label)\n", + " plt.legend(bbox_to_anchor=(1., 1.))\n", + " plt.ylabel(\"elapsed time / s\")\n", + " plt.xlabel(\"number of elements\")\n", + "\n", + "def plot_by_solver(df):\n", + " for solver_class, group1 in df.groupby([\"solver_class\"]):\n", + " fig, ax = plt.subplots(figsize=(8,6))\n", + " for label, group2 in group1.groupby([\"solver_suite\", \"preconditioner\"]):\n", + " group2.plot(\"numberOfElements\", \"elapsed_seconds\", loglog=True, ax=ax, label=label)\n", + " plt.legend()\n", + " plt.title(solver_class)\n", + " plt.ylabel(\"elapsed time / s\")\n", + " plt.xlabel(\"number of elements\")\n", + "\n", + "def plot_sweep_times(df):\n", + " for numberOfElements, group1 in df.groupby(\"numberOfElements\"):\n", + " fig, ax = plt.subplots(figsize=(8,6))\n", + " for label, group2 in group1.groupby([\"solver_suite\", \"solver_class\", \"preconditioner\"]):\n", + " group2 = group2.reset_index()\n", + " group2.plot(y=\"elapsed_seconds\", ax=ax, label=label, logy=True)\n", + " _ = plt.xlim(xmax=9)\n", + " plt.legend(loc=\"upper right\", bbox_to_anchor=(1.7, 1.0))\n", + " plt.title(\"size = {0}x{0}\".format(int(np.sqrt(numberOfElements))))\n", + " plt.ylabel(\"sweep time / s\")\n", + " plt.xlabel(\"sweep\") " + ] + }, + { + "cell_type": "markdown", + "id": "55b81d6e-9b08-4bf3-a0b4-f0e8819dd49f", + "metadata": {}, + "source": [ + "## macOS" + ] + }, + { + "cell_type": "code", + "execution_count": 321, + "id": "90a3d2b5-6408-42b1-83cf-e680f6479dfe", + "metadata": {}, + "outputs": [], + "source": [ + "macos = events2df(read_events(\"macos.log\"))\n", + "macos_total = extract_total_times(macos)" + ] + }, + { + "cell_type": "code", + "execution_count": 322, + "id": "487464b5-f5da-488c-a198-756c05f63824", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plot_all(macos_total)" + ] + }, + { + "cell_type": "code", + "execution_count": 323, + "id": "eae57e2d-0207-4520-a53e-bac238e18563", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plot_by_solver(macos_total)" + ] + }, + { + "cell_type": "code", + "execution_count": 324, + "id": "414f59c1-764e-418c-9453-84603ddf966d", + "metadata": {}, + "outputs": [], + "source": [ + "macos_sweep = extract_sweep_times(macos)" + ] + }, + { + "cell_type": "code", + "execution_count": 328, + "id": "057f49d2-da26-44ea-8cb6-decb7a93a4d9", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAz4AAAGDCAYAAADqAMVaAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOzdeVxU1f8/8NedGWBmYNj3fZm5s7EGoii4b6SYGy6oSOauKS6pbVpmFl+1jNIky/pohluaabmWSWppKLIPm6KIgLLPsM/M/f2Bww8RME1cz/Px4BFz59xzzl3I+75noxiGAUEQBEEQBEEQxPOM9aQrQBAEQRAEQRAE0dVI4EMQBEEQBEEQxHOPBD4EQRAEQRAEQTz3SOBDEARBEARBEMRzjwQ+BEEQBEEQBEE890jgQxAEQRAEQRDEc48EPgRB3IWiqLcoivr6SdeDIAiCIAjiUSKBD0EQd2EYZi3DMNOfdD0AgKKocRRFnaMoqpaiqD/a+d6XoqiLd76/SFGU77/M146iqJ8pirpJURRDUZRrm+8NKIraRlFUNUVRxRRFLX4kB0QQBEEQxBNDAh+CIJ5m5QA2Avi47RcURekDOAjgewBmAP4H4OCd7fejBXAUwJgOvn8PgAiAC4B+AJZRFDX0AetOEARBEMRThAQ+BPGCoihqOUVRhRRFKSmKyqIoasCd7e9RFPX9nd+/oChK1epHTVHUe3e+s6co6keKom5TFHWVoqgFj7qODMOcZBhmD4Cb7XzdFwAHwEaGYRoYhokFQAHof6d+v1IUtaHV8e6mKGrbnXxLGIbZDOCfDoqOBPABwzAVDMNkAtgKIOoRHRZBEARBEE8ACXwI4gVEUZQYwHwA3RiGEQAYAiC/bTqGYeYzDGPEMIwRgGAAFWhuVWEBOAQgGYADgAEAoimKGtJBeSsoiqrs6OchD0MOIIVhGKbVtpQ72wFgGoApFEX1pyhqEoBuABbeL1OKoswA2N85Np3kVvkSBEEQBPEM4jzpChAE8URoABgAkFEUdZthmPzOElMUZQXgJwCvMwyTRFFUdwBWDMOsvpPkCkVRWwFMAHCs7f4Mw3yMdrqr/UdGAKrabKsCILhTZjFFUbPR3AWOB2AkwzDKf5mvLq978iUIgiAI4tlEWnwI4gXEMEwugGg0j2W5RVHULoqi7NtLS1GUHoB9AH5gGGbXnc0uAOzbtNq8BcCmq+veigqAcZttxgBaBzeHAbABZDEMc+YB8tXl1VG+BEEQBEE8Y0jgQxAvKIZhfmAYJhjNQQwDIKaDpJ+j+aH/nVbbCgBcZRjGtNWPgGGYl9vL4M4U2aqOfh7yENIBeFMURbXa5n1nu86HADIB2FEUNfHfZMowTAWAIgA+rTb7tMmXIAiCIIhnDAl8COIFRFGU+M7YFwMA9QDq0Nz9rW26WQD6AIhgGEbb6qsLAKrvTJDAoyiKTVGUJ0VR3dor784U2UYd/XRSTzZFUVw0d8tlURTFvdMCBQB/3KnzgjvTT8+/s/33O/v2BvAqmicqiATwOUVRDq3y5qK5ux8AGNz5rLMdwDsURZlRFCUBMAPAdx3VkyAIgiCIpx8JfAjixWSA5jE3pQCKAVijuataWxMBuAO42aqF5i2GYTQAwgD4Arh6J5+vAZg84npOQXNQ9iWAkDu/bwUAhmEaAYxEc1BTiebJDEYyDNNIUZQxmoOX+QzDFN7p5vYNgG9btRDV4f93a1Pc+ayzCkAegGsATgNYxzDM0Ud8bARBEARBPEbU3RMiEQRBEARBEARBPH9Iiw9BEARBEARBEM89EvgQBEEQBEEQBPHcI4EPQRAEQRAEQRDPPRL4EARBEARBEATx3COBD0EQBEEQBEEQzz3Ok67A08rS0pJxdXV90tUgCIIgiMfi4sWLpQzDWD3pehAEQXQVEvh0wNXVFYmJiU+6GgRBEATxWFAUde1J14EgCKIrka5uBEEQBEEQBEE890jgQxAEQRAEQRDEc48EPgRBEARBEARBPPfIGB+CIAiCIO5x8eJFaw6H8zUAT5AXpQRBPBu0ANLUavV0f3//W22/JIEPQRAEQRD34HA4X9va2kqtrKwqWCwW86TrQxAEcT9arZa6ffu2rLi4+GsAI9p+T97gEARBEATRHk8rK6tqEvQQBPGsYLFYjJWVVRWaW6rv/f4x14cgCIIgiGcDiwQ9BEE8a+78f6vdGIcEPgRBEARBPJVUKhXVrVs3sVqtftJVeeosXrzYfuXKlTZtt/v5+UkeR/l79uwx9vT0lLq7u8vd3NzkM2fOdNR9t3nzZnOapmVCoVAuFotl48ePdyktLWUDQHx8vIlUKpWJxWKZh4eHfN26dZYAkJycbBAYGCiWSCQyd3d3+cSJE106K//w4cOCfv36Cbv2KAE+n+8HAFlZWfoikUh+vzqMGTPG9dtvvzUDgMDAQLGrq6unWCyWvfTSS5Lk5GSDrq7v/bS+b6Kjo+1/+uknAQCsXr3aWqlUtsQFffr0EequWVeJj483WbRokX1XltEWCXwIgiAIgngqff7555YjRoyo4HCejyHJTU1NXV5GUlKSoivzb2pqwj///MNdsmSJ844dO65euXIlPTs7O93d3b0BAPbt22e8adMmm2PHjuXk5uamp6enZwQFBakKCws5DQ0N1MKFC10OHz6ck5WVlZGWlpYxePBgJQDMmzfPecGCBSUKhSLjypUr6YsWLbpnYHpXHU9X2r59+5WsrKyMiIiI0kWLFjm1/f5JBvUbN268OXLkSCUAxMXF2ahUqpa44PTp07mWlpaariq7qakJ48ePrzp69Khp64Crq5HAhyAIgiCIp9KePXssxo0bVwk0v10PDAwUDx061N3NzU0+YsQIN61WCwA4ePCgQCqVymialoWHh7vW1dVRbfPKysrSd3Nzk48ePdqVpmnZ0KFD3ZVKJevgwYOCQYMGeejSHThwwHjw4MEearUaY8aMcRWJRHKapmXvv/++NdD8Fn/atGlOfn5+EpFIJD916hQfAE6dOsX38/OTSKVSmZ+fX8vb/djYWIvQ0FD3/v37C0NCQuhr167pBQQEiCUSiUwkEsmPHj1qBAD79+839vX1lchkMmloaKh7VVXVQz2j6VooOjtff/75J79bt25iuVwuDQ4OFl27dk0PADZs2GDp6ekpFYvFsiFDhnjoHkjHjBnjOn36dMfu3bvTc+fOdVy7dq3tkiVLivz8/OoBQE9PDytWrLgNAB999JHdxx9/fMPNza0JADgcDqKjo8t8fHwaKisrWWq1mrKxsVEDAI/HY3x8fBoA4NatW3ouLi6NuuMIDAysA4Da2lpq7NixrjRNy6RSqezQoUOC1ser0Wjg4ODg1bp1wtnZ2bOgoIBz8+ZNzpAhQzw8PT2lnp6e0uPHjxsCza0eEydOdOnVq5do9OjRbg9znh/UgAEDVNeuXTMAmq9RdHS0vbe3t+S3334z2rx5s7mXl5dUIpHIIiIiXHTB0L59+4xlMplULBbLgoKCaAAoKSlhDxw40IOmaZmPj4/k/PnzPN0xhYeHuwYGBoodHR291qxZY60re/ny5baurq6ePXv2pHNyclpanXStU2vWrLG+deuWXp8+feju3bvTAODg4OBVVFTEAYD33nvPRiQSyUUikXz16tXWQPPfk7u7u3zChAkuQqFQ3qtXL5FKpaIAID093SAkJEQkl8ul/v7+4qSkJK6uvNb3EYvFQs+ePZW7d+82eQyXAACZ1Y0gCIIgiPt4Y1+yU3axkv8o86RtBbXrxvoUdPR9fX09VVBQYCAWi1sehjMzM3mXL1++4urq2uTv7y85ceKEUUhISM2sWbPcjh8/nuXt7d0watQo13Xr1lmtXLnynhaD/Px8blxcXP7gwYNrwsPDXdetW2f13nvvlURHRzvfvHmTY29vr962bZtFVFRU6V9//cUvKirSy8nJSQeA1g/WtbW1rKSkJMWRI0eMZs6c6ZaTk5Pu4+NTf+HCBYWenh5++uknwbJlyxyPHTuWBwCXLl0ySklJSbexsdGsWrXKZsCAAVUxMTHFarUaSqWSVVRUxFm7dq1dQkJCtrGxsfbtt9+2/eCDD2zWr19f9F/OcXvnq2/fvjULFixw/uWXX3Lt7e3VW7duNVu6dKnD3r178ydNmlSxZMmSUgBYsGCBfWxsrOXbb799CwDy8vK4Z8+ezeZwOJDJZNJly5aVtFdmbm4ur2fPnrXtfWdjY6MZNGhQpbOzs3evXr2qX3755aqZM2eWs9lszJs3r+Tll1+m/fz8agYMGFA1b968MktLS01MTIw1AGRnZ2ckJSVxX375ZVFeXl6aLk82m43BgwdX7ty503ThwoVlv//+u6Gjo2Ojk5OTOiwszG3x4sUlQ4YMUeXk5OgPGTJEdOXKlXQASElJ4Z8/f15hZGT0WMax7d+/30QikdQBQF1dHcvT07Nu48aNNy9dusSNiYmxTUxMVBgYGDCTJ0923rJli8Xo0aOr5s+f7/rHH38oJBJJY0lJCRsAli1bZu/j41N78uTJvJ9//lkwdepUN4VCkQEAubm53HPnzmVVVlaypVKp5xtvvHH7woULvAMHDpinpqZmNDU1wdfXV+bn53fX9XnnnXduffnllzanT5/OtrOzu6sJ6s8//+T/8MMPFhcvXsxkGAb+/v7SAQMGKC0tLTXXr1/nfv/991d69ux57eWXX3bfvn272dy5c8unT5/u8tVXX13z8vJq+P333w3nzJnj/Pfff2cDd99HABAQEFDz559/Gk2fPr3iMVwGEvg8yyqu5qDgwPdwmzgDAjvH++9AEARBEM+I4uJijkAguOshzMvLq8bDw6MJAORyeW1eXp6+sbGxxtHRscHb27sBAKKioso2bdpkDeCewMfW1rZx8ODBNQAwZcqUstjYWGsWi1Uybty4sq1bt5rPmzev7NKlS0b79++/WllZyS4oKDCYOnWqU1hYWNWoUaOqdflERESUA0BoaKhKpVKxSktL2ZWVlazx48e75efncymKYpqamlpanUJCQqptbGw0ANCjR4+aWbNmuTY1NbHGjh1b0bNnz7r4+HhBXl4eNzAwUAIATU1NlL+/v+q/nsP2zpe5ubk6JyeH179/fxoAtFotrKysmgDg4sWLvJUrVzoolUp2TU0Nu0+fPlW6vEaPHv3AXQ4vXLjAi4yMdKupqWGtXLmycMaMGRW7d+++duHChVtHjhwRxMbG2p48edL4xx9/zF+4cGHZK6+8Uv3TTz8ZHzp0yPS7776zysjIyDh37pzR66+/fgsA/Pz86u3t7RtTU1O5rcuJiIgoX716tf3ChQvLdu7caT5mzJhyADh79qxxTk4OT5dOpVKxKyoqWAAwdOjQyv8a9FAU1e7+rbdHRka6c7lcraOjY8OWLVuuA83BWlRUVAUAHD16VJCWlsb38fGRAkB9fT3L2tpa/ccffxgGBgYqJRJJI9AcNN45p4Iff/wxFwBGjBihnDlzJqesrIwNAIMHD67k8XgMj8dTm5ubN924cYNz6tQpo5dffrlSIBBodWke5Bj/+OMPo5dffrnS2NhYCwDDhg2rOHXqlCA8PLzSwcGhoWfPnnUA4OfnV5ufn29QVVXFSkpKMgoPD29pRW1sbGz5W2h7H9na2qqLi4v1H6RO/wUJfJ5hBb/sg95Xe1BgYQ3Z1HlPujoEQRDEc6qzlpmuYmhoqG1sbLyru5eBgUHLAyWbzYZaraYYpv1n19zcXL3hw4eLAGDatGm3X3nllSqKursHnO7znDlzyoYNGybkcrlMWFhYhZ6eHqysrDRpaWkZBw4cMN68ebP17t27zffu3Zvfer/W+SxfvtyhT58+yhMnTuRlZWXp9+/fX6z7ns/na3W/h4aGqhISErJ+/PFHk6ioKLcFCxaUmJubq4ODg6sPHTp09aFOVgc6OF+UUCisu3z58j1jgWbOnOm2b9++3KCgoLrY2FiL06dPt3QrMzIyajkGmqbrz58/zw8KCqprm4dQKKw7d+4cPywsTBkYGFinUCgyIiMjnevq6lquZWBgYF1gYGDdzJkzy4VCoReAfABwdXVtio6OLouOji4TiUTyxMREXkfXt7UBAwbUvPbaawY3b97kHD161PTDDz+8CQAMwyAxMTGzvQDH0NBQe29OD8ba2lpdVVV117N0RUUFx8rKqiVg3759+5XevXvf1cKir6+v1T38MwxDhYeHl23atKmwdZqdO3eatL3P7qS/Z5su0Grvet/5/iGOruPydPT19VuXx9TV1bE0Gg0EAoFa1wrVVuv7CADq6uooLpf7n6/Fv0XG+DzDrHv1AwDUpVx8wjUhCIIgiEfLyspKo9FoqNra2k6f2nx9fesLCwv109LSDABg+/btFiEhIUqhUNikUCgyFApFxrJly24DQFFRkf7JkycNAeCHH34w79mzpwpofuC2sbFp2rBhg92MGTNK76TlaDQaREVFVa5Zs6YwNTW1patffHy8GQAcO3bMSCAQaCwsLDTV1dVsR0fHRgCIi4uz7Ki+2dnZ+g4ODk1LliwpnTx5cumlS5f4ffv2rUlMTDTSHYNSqWSlpKQYAMC8efMctm/fbvrQJ7INb2/v+vLyco7uPDQ0NFCJiYlcoLkLn7Ozc1NDQwO1a9cu847yePPNN4s/+eQTO10dNRoN3nvvPRsAWLZsWfGKFSsc8/Ly9HTp6+vrKQCoqqpiHT58uCWYOn/+PM/e3r4RaB7P0tDQQAHA9evXOZWVlWwXF5fG4OBg1ffff28OACkpKQZFRUX63t7e9a3rw2KxEBoaWjl37lwnoVBYZ2trqwGA4ODgal1XOQA4d+4cD+24evWqnm4MzYPw9PRsKCkp0bt06RIXaL62CoWC16NHj3sCwo4MHTq0+vDhw2aFhYUcoHkMT3Z2tn6/fv1qzp8/L1AoFPq67QDQo0cP5bfffmsBNI/jMjMzU5ubm3cYOPTv31/1yy+/mKpUKqqiooJ14sQJ0/bSGRoaatobV9a/f3/Vr7/+aqpUKlnV1dWsX3/91axfv37KjsozNzfXOjo6Nm7bts0MaG5R/Ouvv9o97wCQlZXFlcvl//p8/VekxecZZu3dDZUcBqzrV550VQiCIAjikevdu3fV8ePHjXQzT7WHz+czW7ZsyQ8PD/fQaDTw8fGpXbp06e320rq7u9dv27bNYu7cuS5ubm4NrdNNmDChbNOmTRx/f/96AMjPz9d77bXXXLVaLQUAq1evvqFLa2ZmpvHz85OoVCr2V199dRUAli9fXjx9+nS32NhY25CQkOq2ZescO3ZMEBsba8vhcBg+n6/ZuXPnVXt7e3VcXFz+hAkT3HXdglatWlXo7e3dkJGRwRs1alRle3l9+umndnFxcS1TWpeUlKR0VK4Ol8tldu3albdgwQJnpVLJ1mg01Jw5c0oCAgLqV6xYcTMwMFDq4ODQKJVKa1UqVbvTGXfv3r0uJiamYOLEie51dXUsiqIwcODAKgAYP3581a1btzihoaEijUZDGRsbayQSSd0rr7xSrdVqsW7dOpv58+e7cLlcLZ/P137zzTdXAeDo0aPGS5cudTYwMNACwPvvv3/D2dlZvWzZsltTpkxxoWlaxmazERcXl8/j8e5phpg0aVJ5nz59pLGxsfm6bV999VXB9OnTnWmalmk0Gqp79+7Knj17Xm+7b0FBgR6bzb5v09LVq1cNbGxsvHWfP/roo4Jvv/32yquvvura0NDA4nA4zKZNm65ZWFj869nQ/P396995553CAQMG0FqtFnp6ekxsbOz1AQMG1MTGxuaPGjVKqNVqYWFh0XTu3LmcmJiYmxEREa40Tct4PJ72u+++67SVMDg4uHbUqFHlnp6ecgcHh4bAwMB2u1BOnTq1NDQ0VGRtbd10/vz57Nb7R0RElL300ktSAJgyZcrtXr161WVlZXXYPS0+Pv7KjBkzXGJiYuzUajU1atSo8vZaBwEgISFBEBMTU9jed12hwybiF11AQACTmJj4pKtxX5nBntCyWZCfvu//6wiCIAiiQxRFXWQYJkD3OTk5Od/Hx6f0Sdbp7NmzvHXr1tn+9NNP/7kLWFZWlv7w4cNFuskK2oqMjHT28/OrXbRoUafHHBgYKF6/fn1B2+5LXSU4OFh05syZnMdR1otq7dq1Vi4uLo2TJk2qun9q4lEpKCjgjBs3zv2vv/7Kvn/qB5OcnGzp4+Pj2nY7afF5xqmtTKF39TbUGi04bNJzkSAIgnh+9OrVq+6ff/6pVqvV6Mq1fORyuZTH42nj4uIe+1im+yFBT9d766232m0hJLrWlStX9Dds2PBY/+ZI4POsc3YBk1mGa5kZ8PD0fNK1IQiCIIhHKjo6uuxR5CMWixs7au1JT0/P/Lf5XLhwIetR1IcgXnR9+vR5LK2mrZEmgmecoacPAKD0zIknXBOCIAiCIAiCeHqRwOcZZ9OrPwBAnZn8hGtCEARBEARBEE8vEvg8w8rry/En9zYoPQb6BY906n+CIAiCIAiCeK6QwOcZllmWiTf+XIY6MzZ4peVPujoEQRAEQRAE8dQigc8zTGQmAgCUWvPBqWpERU3jE64RQRAEQTw6KpWK6tatm1itVj/pqjx1Fi9ebL9y5Uqbttv9/Pwkj6P8ffv2GXt5eUnd3NzkEolENmzYMPecnBx9ABgzZowrj8fzq6ioaHnOfPXVV50oivIvKiriAACbzfaXSCQykUgk79+/v7C0tJQNNE87zuVyX5JIJDLdzxdffGEBABs3brSgaVpG07RMJBLJv//+e1MA+O233wy9vb0lEolE5u7uLl+8eLF9Z3WPjY21iIyMdO6iUwPdcYhEIjnQvNBov379hPerQ2BgoDghIYEPAA4ODl40TcvEYrGsV69eouvXrz/xCcnGjBnj+u2335oBwPjx410uXrzIBYAVK1bYtk73OO7BtWvXWn322WcWD7ofCXyeYVY8KxjrG6PQng+mgYXcZLKWD0EQBPH8+Pzzzy1HjBhR0ZVTWT9OTU1NXV5GUlKSoivzb2pqwj///MNdsmSJ8//+97+rV69eTVcoFBkRERFlubm5LYtaOjk5NcTHx5sCgEajwdmzZwXW1tYtJ8DAwECrUCgycnJy0k1NTdXr1q2zar2vQqHI0P3Mnz+/LC8vT2/Dhg12f/31V1Z2dnZGYmJiZkBAQC0AvPbaa25xcXHXFApFRnZ2dvqkSZMeSzeYrr6ep0+fzs7Kysrw8/OrXblypV3r77RaLTSaf71O6iO3e/fua7rFfmNjY++q2+O4B19//fWyLVu23BP43w8JfJ5hFEVBaCpErl3zwsrV//zxZCtEEARBEI/Qnj17LMaNG1cJNL81DwwMFA8dOtTdzc1NPmLECDetVgsAOHjwoEAqlcpompaFh4e71tXVUW3zysrK0ndzc5OPHj3alaZp2dChQ92VSiXr4MGDgkGDBnno0h04cMB48ODBHmq1GmPGjHEViURymqZl77//vjXQ/FZ+2rRpTn5+fhKRSCQ/deoUHwBOnTrF9/Pzk0ilUpmfn58kOTnZAGh+sx8aGurev39/YUhICH3t2jW9gIAAsa614+jRo0YAsH//fmNfX1+JTCaThoaGuldVVT3UMxqfz/e73/n6888/+d26dRPL5XJpcHCw6Nq1a3oAsGHDBktPT0+pWCyWDRkyxEOpVLKA5jf906dPd+zevTs9d+5cxw8//NBu8eLFRS+99FK9rtxJkyZVhYaGqnSfx4wZU75v3z5zAPjll18E3bp1U3E4HKa9Ovfo0aOmsLBQv73vdIqKivQMDQ21JiYmGgAwMTHRSiSSRgAoLy/nODs7NwEAh8OB7oG8pKSEPXDgQA+apmU+Pj6S8+fP81rnWVZWxnZwcPDSBRBKpZJla2vr3dDQQKWnpxuEhISI5HK51N/fX5yUlMRt71z82+vyX/Tt21d59epVg6ysLH13d3f55MmTneVyuSwvL0//3XfftfH09JTSNC1btGhRS0vXF198YaFrMRo5cqQbAGRnZ+sHBQXRNE3LgoKC6NYtdFFRUU5+fn4SR0dHL12rjlarRWRkpLOHh4e8b9++wtLS0pY3ELrWqblz5zo0NDSwJBKJbMSIEW7A/78HtVotZs2a5aj7G9q6dasZ8HD3ZmBgoHj+/PkO3bp1E69Zs8ZGIBBoHR0dG3R/f//W8/EK5QUmMhPhL9NMTAJAZV1+0tUhCIIgnkc/zXPCrYwHesC4L2tZLUZu6nDxwvr6eqqgoMBALBa39OPOzMzkXb58+Yqrq2uTv7+/5MSJE0YhISE1s2bNcjt+/HiWt7d3w6hRo1zXrVtntXLlyltt88zPz+fGxcXlDx48uCY8PNx13bp1Vu+9915JdHS0882bNzn29vbqbdu2WURFRZX+9ddf/KKiIj3d2j+6rlgAUFtby0pKSlIcOXLEaObMmW45OTnpPj4+9RcuXFDo6enhp59+Eixbtszx2LFjeQBw6dIlo5SUlHQbGxvNqlWrbAYMGFAVExNTrFaroVQqWUVFRZy1a9faJSQkZBsbG2vffvtt2w8++MBm/fr1Rf/lFLd3vvr27VuzYMEC519++SXX3t5evXXrVrOlS5c67N27N3/SpEkVS5YsKQWABQsW2MfGxlq+/fbbtwAgLy+Pe/bs2WwOhwOZTCZdvnx5cWdl0zTd8Ouvv5revn2b/cMPP5hPmTKl7I8//jBpm06tVuPUqVOC1157rVS3raCgwEAikch0nzdu3Hh94MCBKktLyyYnJyevXr16KUePHl0RERFRBQAzZ84skUqlnt27d1cOHjy4at68eWV8Pp9ZtmyZvY+PT+3Jkyfzfv75Z8HUqVPdFApFhi5fCwsLjUQiqf31118FYWFhyl27dpn06dOnysDAgJk+fbrLV199dc3Ly6vh999/N5wzZ47z33//nd32XDwOP//8s6lMJqsDmu/hrVu35n///ffX9+/fb5ybm8tNSUnJZBgGAwcOFB45csTIyspKvX79eru//vpLYWdnpy4pKWEDwOzZs50jIiLKXn/99bKNGzdazJkzx+nkyZN5AFBSUqKXmJiouHz5MnfUqFHCV199tWLHjh2mubm5BllZWek3btzQ8/LykkdFRd21rtbmzZsLv/vuO+vW51Vn+/btpqmpqbzMzMz0oqIiTmBgoHTw4MEq4MHvTQCorKxk//PPPy3raL300ks1f/zxh6Bfv37/ej0gEvg840SmIuzm1QJ6DHiF1550dQiCIAjikSguLuYIBIK7Bvd4eXnVeHh4NAGAXC6vzcvL0zc2NtY4Ojo2eHt7NwBAVFRU2aZNm6wB3BP42NraNg4ePLgGAKZMmVIWGxtrzWKxSsaNG1e2detW83nz5pVdunTJaP/+/VcrKyvZBQUFBlOnTnUKCwurGjVqVLUun4iIiHIACA0NValUKlZpaSm7srKSNX78eLf8/HwuRVFMU1NTS6tTSEhItY2NjQZobt2YNWuWa1NTE2vs2LEVPXv2rIuPjxfk5eVxAwMDJQDQ1NRE+fv7q/AftXe+zM3N1Tk5Obz+/fvTQPNbeSsrqyYAuHjxIm/lypUOSqWSXVNTw+7Tp0+VLq/Ro0e32+WwuLiY3bdvX3F9fT0rMjLy9urVq0t034WFhVVs27bN/NKlS4Y7d+686yFF10pQWFio7+npWTty5MiW86vr6ta2rISEhJzTp0/zjx8/brxixQqnxMREw08++eTm+vXri1599dXyw4cPG+/Zs8di7969FhcuXMi6cOGC4Mcff8wFgBEjRihnzpzJKSsrY7fOMzw8vCI+Pt4sLCxMuWfPHvO5c+ferqqqYiUlJRmFh4e3tAQ2Nja2XM+OzsWDoKh7GiXv2d6nTx+axWJBKpXWfvLJJ4VlZWVsOzu7xgEDBtQAwNGjR40TEhKMZTKZDGgOyBUKBffSpUussLCwCjs7OzUA6O69pKQkwyNHjuQBwJw5c8rff//9lharESNGVLLZbPj7+9eXlZXpAcDp06cF48aNK+dwOHB1dW0KCgpSPsgx/vnnny37Ozk5qbt37646c+YM38TERPug9yYATJw48a4ujNbW1mqFQsF9kDqRwOcZJzQTAhSFOnMODCsq0aTRQo9NejASBEEQj1AnLTNdxdDQUNvY2HjXP2gGBgYtXaXYbDbUajXFMO32nkJubq7e8OHDRQAwbdq026+88kpV24dN3ec5c+aUDRs2TMjlcpmwsLAKPT09WFlZadLS0jIOHDhgvHnzZuvdu3eb6948t5fP8uXLHfr06aM8ceJEXlZWln7//v3Fuu/5fL5W93toaKgqISEh68cffzSJiopyW7BgQYm5ubk6ODi4+tChQ490bYoOzhclFArrLl++fM84jJkzZ7rt27cvNygoqC42Ntbi9OnTAt13RkZGLcdA03T9hQsX+EFBQXW2trYahUKRsXLlShuVSnVXUDF16tSKwMBA6dixY8vY7Lu+ahnjU1ZWxh48eLDw448/tn7nnXfuCVZbY7FY6NevX22/fv1qQ0NDq6dPn+76ySef3AQAuVzeIJfLby9evPi2hYWFb3FxMbu9e4OiqLs2Tpw4sXL16tUOJSUl7LS0NH5YWFh1dXU1SyAQqNsLvtqei4dlaWmprqysvOukVFZWsm1sbFqC/dOnT2frgheguWte63uJYRhER0cXvfHGG6Wt81mzZo112+O8Hy6X25K+9XnrKED7Nzr62wQe/N4EAIFAcNd5r6+vZ/F4vAe6FuQJ+RknNG2eJKTUhgf9qkZcuV3zhGtEEARBEP+dlZWVRqPRULW1tZ0+efn6+tYXFhbqp6WlGQDA9u3bLUJCQpRCobBJNzh+2bJltwGgqKhI/+TJk4YA8MMPP5j37NlTBQCurq5NNjY2TRs2bLCbMWNG6Z20HI1Gg6ioqMo1a9YUpqamtnT1i4+PNwOAY8eOGQkEAo2FhYWmurqa7ejo2AgAcXFxlh3VNzs7W9/BwaFpyZIlpZMnTy69dOkSv2/fvjWJiYlGumNQKpWslJQUAwCYN2+ew/bt200f+kS24e3tXV9eXs7RnYeGhgYqMTGRCzS3GDg7Ozc1NDRQu3btMu8oj7feeqt4w4YNdpcuXWp5215bW3vPM6VIJGp86623CqOjo293lJeFhYUmNjb2+qZNm2waGho6vNb5+fl6Z86cabkGiYmJfAcHh0YA2LVrl4lujEhqaiqXzWYzlpaWmh49eii//fZbC6B5XImZmZna3Nz8rgdlExMTrY+PT82sWbOcBwwYUMXhcGBubq51dHRs3LZtW8tYl7/++uuu8UE6p06d4o8aNcq1o3p3JDg4uObixYtGutnaEhIS+I2NjSwPD49/PUVvaGho9Y4dOyx148GuXr2qV1hYyBk6dGj1zz//bF5cXMwGmsc6AYCfn1/N119/bQYAcXFx5gEBAZ22Kvbp00e5d+9ec7VajWvXrun9/fffgvbScTgcpr1r16dPH+W+ffvM1Wo1bt68yblw4YJRSEhIhw+qnd2b7cnOzjbw9PSs6+wY7qnrgyQmnj4mBiaw5lnjhl0TnFJUyE9Nhdi255OuFkEQBEH8Z7179646fvy40ciRIzvsYsPn85ktW7bkh4eHe2g0Gvj4+NQuXbq03Qdtd3f3+m3btlnMnTvXxc3NraF1ugkTJpRt2rSJoxsYn5+fr/faa6+5arVaCgBWr159Q5fWzMxM4+fnJ1GpVOyvvvrqKgAsX768ePr06W6xsbG2ISEh1W3L1jl27JggNjbWlsPhMHw+X7Nz586r9vb26ri4uPwJEya467pUrVq1qtDb27shIyODN2rUqMr28vr000/t4uLiWma2Kikpue/0rlwul9m1a1feggULnJVKJVuj0VBz5swpCQgIqF+xYsXNwMBAqYODQ6NUKq1t24KjExgYWPd///d/BZGRkW41NTUsMzMzjYODQ8OHH354s23atq0R7enVq1edVCqt+/rrr80GDhyoajvGZ/LkyaXjxo2rXLp0qWNJSYmegYEBY25u3rR169brAPD9999brFixwonL5Wo5HA7z9ddfX+VwOIiJibkZERHhStO0jMfjab/77rt2W9TGjRtXMW3aNPfDhw+3jB+Jj4+/MmPGDJeYmBg7tVpNjRo1qjwoKOieh+z8/HwDHo9339aVv/76y9jGxsZb93nnzp15MTExBUOHDhVptVrK0NBQ8/33319p2zLWmdGjR1enp6dzu3XrJgGaWxZ37tx5NSAgoH7JkiVFISEhEhaLxXh6etb++OOP+V9++eX1qVOnun722We2FhYW6u3bt+d3lv+UKVMqf/vtN2OxWCx3c3OrDwwMbPfvcNKkSbelUqnM09Oz9ueff77aev9z584ZSaVSOUVRzPvvv3/D2dlZnZLS/m3a2b3ZXvp//vnH6OOPP36gcXAdNhG/6AICApjExMQnXY1/ZdaJWTBPzELk/0qQ9eoUjFz+1pOuEkEQBPGMoSjqIsMwAbrPycnJ+T4+Pvd9aO1KZ8+e5a1bt872p59++s9dwLKysvSHDx8u0k1W0FZkZKSzn59f7aJFizo95sDAQPH69esLevfu/a8HVP8XwcHBojNnzuQ8jrKIBzdr1izHadOmlXXv3v2BWh6I/+Z+/29ITk629PHxcW27nbT4PAdEpiIcM76ASAD6uWlPujoEQRAE8Uj06tWr7p9//qlWq9Xoyhm05HK5lMfjaePi4h77WKb7IUHP0y0uLu7G/VMRj9qtW7f0YmJiCh90vxcq8KEoaiSAYQCsAWxiGOb4k63RoyE0E+J/hk2AHgPj4utPujoEQRAE8chER0eX3T/V/YnF4saOWnvS09Mz/20+Fy5cyLp/KoIgulLrWRYfRJdNbkBRFJeiqAsURSVTFJVOUdT7/yGvbRRF3aIo6p7mDIqihlIUlUVRVC5FUSs6y4dhmJ8YhpkBIArA+Ietz9NGZCoCKAq1FhwYV1ahVNXwpKtEEARBEARBEE+VrpzVrQFAf4ZhfAD4AhhKUVSP1gkoirKmKErQZpuwnby+AzC07UaKotgANgEIBSADMJGiKBlFUV4URR1u82Pdatd37uz3XHAzcQMFqnlmt+pGZBY9VBBMEARBEARBEM+tLgt8mGa6afL07vy0nUmhD4CDFEVxAYCiqBkAYtvJKwFAedvtAAIB5DIMc4VhmEYAuwC8wjBMKsMww9v83KKaxQA4wjDMpUdzpE8eX48PR4EjbthzwTSwUJCW+qSrRBAEQRAEQRBPlS5dx4eiKDZFUZfRvHryCYZhzrf+nmGYvQCOAthFUdQkANMAjHuAIhwAtB6IeOPOto68DmAggLEURc3uoM5hFEV9VVVV1d7XTy2RqQiZVs1xJZN85gnXhiAIgiAIgiCeLl0a+DAMo2EYxheAI4BAiqI820nzfwDqAXwJYESrVqJ/o72Frjqcn5thmFiGYfwZhpnNMMyWDtIcYhhmpomJyQNU48kTmglx0aS5ixs/n8zsRhAEQTz7VCoV1a1bN7Farb5/4hfM4sWL7VeuXGnTdrufn5+kq8uOjY21iIyMdL5ffRwcHLyKioo4ALB8+XJboVAop2laJpFIZL///rthZ2UEBgaKExIS+J2l+a9a13nMmDGu3377rVlndcjKytIXiURyoHlBVIFA4CuVSmXu7u7yJUuW2HVlXf8tPp/vBzSvQzV06FB3ADh37hxv9+7dLQ+2O3fuNHnrrbdsu7ouPXv2pG/fvv3vFyZ6DLo08NFhGKYSwB9of5xOCABPAAcArHrArG8AcGr12RHAPYtnvQhEpiKUGmrB6DEwv30DjWrt/XciCIIgiKfY559/bjlixIiKrpzK+nFqamrq8jKSkpIUXZn/wxzDyZMnDY8dO2aampqakZ2dnXHq1Klsd3f3xi6o3j26MmgOCAhQZWZmZly+fDlz3759Fn/++eddgdrjuN4dcXV1bTp69OgVAEhMTOT/8ssvLYHPpEmTqtauXVvcVWVrtVpoNBpMnDixbP369VZdVc7D6MpZ3awoijK98zsPzV3MFG3S+AHYCuAVAK8CMKcoas0DFPMPABFFUW4URekDmADg50dQ/WeO0FTYPLObJQdm1Urk3nqQhjOCIAiCePrs2bPHYty4cZVA8xv2wMBA8dChQ93d3NzkI0aMcNNqm1/yHTx4UCCVSmU0TcvCw8Nd6+rq7ukRkpWVpe/m5iYfPXq0K03TsqFDh7orlUrWwYMHBYMGDfLQpTtw4IDx4MGDPdRqNcaMGeMqEonkNE3L3n//fWuguRVg2rRpTn5+fhKRSCQ/deoUHwBOnTrF9/Pzk0ilUpmfn58kOTnZAGhuHQkNDXXv37+/MCQkhL527ZpeQECAWCKRyEQikfzo0aNGALB//35jX19fiUwmk4aGhrpXVVU91DOa7o1/Z+frzz//5Hfr1k0sl8ulwcHBomvXrukBwIYNGyw9PT2lYrFYNmTIEA+lUskCmltDpk+f7ti9e3d67ty5jg9ap8LCQj1zc3M1j8djAMDOzk7t6uraBNz/2sXExFjNnj27pczY2FiLqVOnOgHA5s2bzb28vKQSiUQWERHhogty+Hy+X3R0tL23t7fkt99+M3rws/hgjI2NtV5eXrVZWVkGixcvtp84caJLr169RKNHj3a7efMmZ8iQIR6enp5ST09P6fHjxw0BoKqqijV27FhXmqZlNE3LvvvuO1MAiIuLM6dpWiYSieRz5sxpGb7B5/P9Xn/9dQexWCzz8fGRFBQUcABAoVDo+/r6Sjw9PaULFy6016XXtU7V19dTH330kf2hQ4fMJBKJbOvWrWatW+yys7P1g4KCaJqmZUFBQXROTo4+0HzNo6KinPz8/CSOjo5erVvD3n33XRtPT08pTdOyRYsW2evKc3d3l0+ePNlZLpfL8vLy9CdMmFC5f/9+i64+/w+iK1t87ACcoigqBc0BygmGYQ63ScMHEM4wTB7DMFoAUwFca5sRRVHxAP4CIKYo6gZFUa8BAMMwagDzARwDkAlgD8Mw7c7R/7xzMXEBh8UhM7sRBEEQj9y7Z991mnh4ovhR/rx79l2nzsqsr6+nCgoKDMRicUvLQGZmJm/Tpk0Fubm56devXzc4ceKEUW1tLTVr1iy33bt352VnZ2eo1WqsW7eu3bfM+fn53NmzZ9/Ozs7OEAgE2nXr1lmFhYUpc3NzuTdv3uQAwLZt2yyioqJK//rrL35RUZFeTk5OenZ2dsa8efNa1hOqra1lJSUlKWJjY6/NnDnTDQB8fHzqL1y4oMjMzMxYtWpV4bJly1oe1i9dumQUHx9/9e+//87etm2b+YABA6oUCkVGZmZmevfu3WuLioo4a9eutUtISMjOyMjIfOmll2o/+OCDe7qxPaj2zldDQwO1YMEC54MHD+alp6dnTp06tXTp0qUOADBp0qSKtLS0zKysrAyxWFwXGxtrqcsrLy+Pe/bs2eytW7c+8IKdI0eOrL5586a+q6ur5+TJk51/+eUXozvn8b7XbsqUKRW//vqrqe7zvn37zCMiIiouXbrE3bdvn3liYqJCoVBksFgsZsuWLRYAUFdXx/L09KxLSUlRDBkypMvfBBcXF7OTkpIMfX196wAgJSWFf+zYsdxDhw5dnTVrltPixYtL0tLSMg8cOJA3e/ZsVwBYsWKFnbGxsSY7OzsjOzs7Y9iwYcr8/Hy99957z+GPP/7IzsjISE9KSjLcsWOHqe6YgoKCVFlZWRlBQUGqzz//3AoA5s6d6zx9+vTbaWlpmba2tvc0MXG5XObNN9+8GRYWVqFQKDJmzJhR0fr72bNnO0dERJRlZ2dnjB8/vmzOnDktf5clJSV6iYmJioMHD+asWrXKAWgO0HNzc7kpKSmZd1q7+EeOHDECmv++Xn311bLMzMwMmqYbraysNI2NjVRxcfFT092ty9qOGYZJAeB3nzRn23xuQnMLUNt0EzvJ41cAvz5kNZ8beiw9uJm44bpdCVwus1CUkQb4P/BLGYIgCIJ4KhQXF3MEAsFd/ZS8vLxqPDw8mgBALpfX5uXl6RsbG2scHR0bvL29GwAgKiqqbNOmTdZonljpLra2to2DBw+uAYApU6aUxcbGWrNYrJJx48aVbd261XzevHllly5dMtq/f//VyspKdkFBgcHUqVOdwsLCqlovmBgREVEOAKGhoSqVSsUqLS1lV1ZWssaPH++Wn5/PpSiKaWpqamm5CAkJqbaxsdEAQI8ePWpmzZrl2tTUxBo7dmxFz5496+Lj4wV5eXncwMBACQA0NTVR/v7+//mBvb3zZW5urs7JyeH179+fBpq7JVlZWTUBwMWLF3krV650UCqV7JqaGnafPn1aZnoaPXp0p10OKYpqd4w1RVGMiYmJNi0tLePo0aOC3377TTB16lSPlStX3ujWrVvt/a6dvb292snJqeG3334zlMvl9VeuXOEOGjRI9fHHH1ulpaXxfXx8pABQX1/Psra2VgMAm81GVFRURXv1eRDtHVPrbYmJiUZSqVTGYrGYhQsXFgcEBNT/8MMPGDp0aKWRkREDAGfPnjXOycnh6fZRqVTsiooKVkJCgvGuXbuu6LZbWVlpjh07JujRo4fS3t5eDQDjx48vP336tNGUKVMq9fT0mAkTJlQBgL+/f83JkyeNgeag+siRI3kAMGvWrLIPPvjggR7+kpKSDHX7z5kzp/z9999v2X/EiBGVbDYb/v7+9WVlZXoAcPToUeOEhARjmUwmA5pfAigUCq67u3ujnZ1d44ABA2pa529hYaG+fv26vq2tbd2D1KurPB+dZgkAzd3d0i1uIgQAJ+Mc2hlSRRAEQRAP7INeHxTcP9WjZWhoqG1sbLyrZ4qBgUHLQyebzYZaraYYpv05jXJzc/WGDx8uAoBp06bdfuWVV6oo6u4ecLrPc+bMKRs2bJiQy+UyYWFhFXp6erCystKkpaVlHDhwwHjz5s3Wu3fvNt+7d29+6/1a57N8+XKHPn36KE+cOJGXlZWl379/f7Huez6f3zLwNjQ0VJWQkJD1448/mkRFRbktWLCgxNzcXB0cHFx96NChqw91sjrQwfmihEJh3eXLl+8ZCzRz5ky3ffv25QYFBdXFxsZanD59umWtRSMjo04HD1tYWKiLior0W2+rqalhW1paagCAw+Fg+PDhyuHDhyu9vb3rduzYYREQEFD7b45j7NixFfHx8WYSiaQ+NDS0gsVigWEYKjw8vGzTpk2FbdPr6+trH8W4MDMzM3VZWVlLRrdv3+aYmZm1BOMBAQGqU6dO5bbdz9DQsOVcMQyDxMTETF0g1Hp72/uoo3sZADgcDsNisXS/Q61Wt+zMYrE63vE/4HK5Lfnq6sYwDKKjo4veeOON0tZps7Ky9Fvf5zoNDQ1Ue9uflMcyuQHxeIhMRUgybX5BZFqQ0ekfEEEQBEE8zaysrDQajYaqra1tbwbXFr6+vvWFhYX6aWlpBgCwfft2i5CQEKVQKGxSKBQZCoUiY9myZbcBoKioSP/kyZOGAPDDDz+Y9+zZUwU0DwS3sbFp2rBhg92MGTNK76TlaDQaREVFVa5Zs6YwNTW1ZeB6fHy8GQAcO3bMSCAQaCwsLDTV1dVsR0fHRgCIi4uzRAeys7P1HRwcmpYsWVI6efLk0kuXLvH79u1bk5iYaKQ7BqVSyUpJSTEAgHnz5jls377d9KFPZBve3t715eXlHN15aGhooBITE7lA89t7Z2fnpoaGBmrXrl3mD5LvgAEDVMeOHTOpqKhgAcD//vc/U4lEUsvhcJCcnGyQmppqoEublJTEc3R0bOzo2rXNe/LkyRVHjx4127t3r7mutW3o0KHVhw8fNissLOQAQElJCTs7O1u/7b7Aw5/D3r17K3fs2GGuGxv1zTfftFu/zgQHB1fHxMRY6z6fO3eOBwB9+/at/uSTT1q23759m927d++a8+fPC4qKijhqtRp79+4179u3b6ctfy+99JJq69at5gCwdevWdsfTGBsba1QqVbvP/H5+fjVff/21GdA8viggIKDT8kJDQ6t37NhhqRuDdvXqVT3dNWhLq9Xi9u3bemKxuKGzPB8nEvg8R4SmQlQYAYw+A9uKm7itfGruM4IgCIJ4YL179646fvx4p4PT+Xw+s2XLlvzw8HAPmqZlLBYLS5cuvd1eWnd39/pt27ZZ0DQtq6io4LRON2HChDI7O7tGf3//eqB5OuDg4GCxRCKRTZs2zW316tUtY1vMzMw0fn5+kvnz57vExcXlA8Dy5cuL33vvPceXXnpJotFoOqzvsWPHBDKZTC6VSmUHDx40W7ZsWYm9vb06Li4uf8KECe40Tcv8/f0lqampXADIyMjg2dvbtzs92KeffmpnY2Pjrfvp7DzpcLlcZteuXXkrVqxwFIvFMrlcLjt9+rQRAKxYseJmYGCgNCQkhBaJRPWd5bNv3z6L1mVbWlqqZ8yYcatHjx4SiUQi++qrr6y2bduWDwDV1dXsyMhINw8PDzlN0zKFQsGLiYm5+W+vnZWVlUYkEtUVFhYa9OvXrxYA/P396995553CAQMG0DRNy/r3708XFBTotVfXzs5ha4sWLXLRHY+vr69k8eLFpUZGRlqJRCITi8Wympoa1qpVq0r+xWlu8dVXXxVcunTJkKZpmYeHh/yLL76wAoCPPvqoqLKyki0SieRisVj266+/ClxcXJpWrlxZ2KdPH1oqlcq9vb1rJ0+eXNlZ/ps3b77+1VdfWXt6ekqrqqraHUsTGhqqzM7O5ukmN2j93Zdffnl9x44dljRNy+Lj4y02b97caevu6NGjq8PDw8u7desmoWlaNmrUKI/Kysp2yz1z5gzfz8+vRk+v3cvyRHTYRPyiCwgIYBITE590NR7IDeUNhO4PxbbvGHDVQNnXv6Ov2Pr+OxIEQRAvPIqiLjIME6D7nJycnO/j41Pa2T5d7ezZs7x169bZ/vTTT/+5C1hWVpb+8OHDRTk5Oe1OghQZGens5+dXu2jRok6POTAwULx+/fqC3r17/6tuWv9VcHCw6MyZMzmPo6znFTmHT8arr77qNHLkyMpXXnnlgVrJHoXk5GRLHx8f17bbSYvPc8TeyB48Dg+ltjzoVauRWfTY7zOCIAiCeGR69epV17dv3+quXsBULpdLMzIyeLNnzy67f+rHizyw/3fkHD4Znp6edU8i6OkMmdzgOcKiWBCaCnHVNh+uSRRuKdKBvh7335EgCIIgnlLR0dGPJBgRi8WNHbX2pKenZ/7bfC5cuJD1KOpDEM+7JUuWPNEW4/aQFp/njNBUiBTz5iUPDLP/esK1IQiCIAiCIIinAwl8njNCUyEyzJrHI9rczEJ9U8cDLAmCIAiCIAjiRUECn+eMyEyECiNAq8/AuboYube6fMFigiAIgiAIgnjqkcDnOSMyEwEUhRpLDsyV1cgoqr7/TgRBEARBEATxnCOBz3PGgmsBUwNT3LLlQq+6CZkk8CEIgiCeUSqViurWrZu4q2d1exYtXrzYfuXKlTZtt/v5+Um6uuzY2FgLMzMzH4lEIvPw8JBv2LChZcHWPXv2GHt6ekrd3d3lbm5u8pkzZzrqvtu8ebM5TdMyoVAoF4vFsvHjx7uUlpayASA+Pt5EKpXKxGKxzMPDQ75u3boOF4EFOj7+R+nw4cOCfv36CYHmY46MjHS+Xx0cHBy8ioqKOADAZrP9JRKJTCQSyUNDQ92VSuUTf+4ODAwUJyQk8AGgT58+wtLSUnZpaSn7448/ttKlyc/P1xs6dKh7V9dl5syZjj///LOgq8tp7YlfAOLRoigKQlMh8qw5YBpYKM9udwIbgiAIgnjqff7555YjRoyo4HCej0lom5ruu4bmf5aUlKToyvx1xxAWFlahUCgyEhISstasWeNQUFDA+eeff7hLlixx3rFjx9UrV66kZ2dnp7u7uzcAwL59+4w3bdpkc+zYsZzc3Nz09PT0jKCgIFVhYSGnoaGBWrhwocvhw4dzsrKyMtLS0jIGDx78WKZB7sprYmBgoFUoFBk5OTnpenp6zIYNG6xaf/+kA/rTp0/nWlpaasrKytjffPNNy8KPrq6uTUePHr3SlWWr1WosXbr0VkxMjG1XltMWCXyeQyIzEZLNGwAAZnn/gCxSSxAEQTyL9uzZYzFu3LhKoPnte2BgoHjo0KHubm5u8hEjRrhptVoAwMGDBwVSqVRG07QsPDzcta6ujmqbV1ZWlr6bm5t89OjRrjRNy4YOHequVCpZBw8eFAwaNKhl7YcDBw4YDx482EOtVmPMmDGuIpFITtO07P3337cGmt+YT5s2zcnPz08iEonkp06d4gPAqVOn+H5+fhKpVCrz8/OTJCcnGwDNLQWhoaHu/fv3F4aEhNDXrl3TCwgIEOtaAo4ePWoEAPv37zf29fWVyGQyaWhoqHtVVdVDPaPx+Xy/+52vP//8k9+tWzexXC6XBgcHi65du6YHABs2bLD09PSUisVi2ZAhQzx0LRRjxoxxnT59umP37t3puXPnOrYuz8HBQe3s7NyQm5urv3btWtslS5YU+fn51QOAnp4eVqxYcRsAPvroI7uPP/74hpubWxMAcDgcREdHl/n4+DRUVlay1Go1ZWNjowYAHo/H+Pj4NABAdna2flBQEE3TtCwoKIjOycnRb13+pUuXuF5eXtLW15mmaVlnxxkYGCieP3++Q7du3cRr1qzp0lYjneDgYFVubq7B4cOHBd27d6fDwsLcxGKxXK1WY9asWY6enp5SmqZlrVu63nnnHRuapmVisVg2d+5cBwA4d+4cz8fHR0LTtGzQoEEet2/fZuuOac6cOQ5eXl5SV1dXT919pVKpqOHDh7vTNC0bNmyYe319fcvfhq51asmSJY4FBQUGEolENmvWLMesrCx9kUgkB4Da2lpq7NixrjRNy6RSqezQoUMCoPm+Hjx4sEdISIjIxcXFc/bs2S33RUf3soODg9fSpUvt/P39xdu2bTOjabqxsrKSc/369cf2ZuP5eIVC3EVoKsRR8+Y3GO7luSiuroedCe8J14ogCIJ4Vt18622nhpwc/qPM00AkqrVf+2FBR9/X19dTBQUFBmKxuFG3LTMzk3f58uUrrq6uTf7+/pITJ04YhYSE1MyaNcvt+PHjWd7e3g2jRo1yXbdundXKlStvtc0zPz+fGxcXlz948OCa8PBw13Xr1lm99957JdHR0c43b97k2Nvbq7dt22YRFRVV+tdff/GLior0dGv/6LpkAUBtbS0rKSlJceTIEaOZM2e65eTkpPv4+NRfuHBBoaenh59++kmwbNkyx2PHjuUBwKVLl4xSUlLSbWxsNKtWrbIZMGBAVUxMTLFarYZSqWQVFRVx1q5da5eQkJBtbGysffvtt20/+OADm/Xr1xf9l3Pc3vnq27dvzYIFC5x/+eWXXHt7e/XWrVvNli5d6rB37978SZMmVejWXlmwYIF9bGys5dtvv30LAPLy8rhnz57N5nA4iI2NtdCVkZGRoV9QUGAgk8kasrKyeMuWLStpry65ubm8nj171rb3nY2NjWbQoEGVzs7O3r169ap++eWXq2bOnFnOZrMxe/Zs54iIiLLXX3+9bOPGjRZz5sxxOnnyZJ5u35deeqm+qamJysjI0JfJZI3bt283HzlyZEVDQwPV0XECQGVlJfuff/55LGsyNTU14dixY8aDBw+uBoCUlBTDpKSkdIlE0rh+/XpLExMTTVpaWmZdXR3VrVs3SVhYWHVKSgr3l19+Mbt48aJCIBBoS0pK2AAQFRXl9umnn14fNmyYKjo62n758uX227ZtKwAAtVpNpaamZu7evdtk9erV9kOHDs1ev369NY/H02ZnZ2ecP3+e16tXL1nb+m3YsOHG8OHDeQqFIgNoDh5138XExFgDQHZ2dkZSUhL35ZdfFuXl5aUBQEZGBj85OTmDx+NphUKh59KlS0sMDQ2Zzu5lLpervXjxYst59/Lyqv3999+NoqKiKrvsArRCAp/nUOuZ3VyqS5BZVE0CH4IgCOKZUlxczBEIBHf1BfLy8qrx8PBoAgC5XF6bl5enb2xsrHF0dGzw9vZuAICoqKiyTZs2WQO4J/CxtbVtHDx4cA0ATJkypSw2NtaaxWKVjBs3rmzr1q3m8+bNK7t06ZLR/v37r1ZWVrILCgoMpk6d6hQWFlY1atSolkGzERER5QAQGhqqUqlUrNLSUnZlZSVr/Pjxbvn5+VyKopimpqaWN+shISHVNjY2GgDo0aNHzaxZs1ybmppYY8eOrejZs2ddfHy8IC8vjxsYGCgBgKamJsrf3/8/T8va3vkyNzdX5+Tk8Pr3708DgFarhZWVVRMAXLx4kbdy5UoHpVLJrqmpYffp06dKl9fo0aPv6nJ46NAhM4lEYqSvr6/duHHjNd3x/RsXLlzgRUZGutXU1LBWrlxZOGPGjIrdu3dfu3Dhwq0jR44IYmNjbU+ePGn8448/5iclJRkeOXIkDwDmzJlT/v777zu2zW/kyJHl33//vfnatWuLDxw4YLZ79+4rKSkpBh0dJwBMnDix/IFPaBsURbXbpUa3vaGhgSWRSGQA0L17d+XChQtLT548aeTt7V0jkUgaAeDkyZPGCoWC//PPP5sBgFKpZGdkZHBPnDhhPHny5FKBQKAFmoPDsrIytlKpZA8bNkwFADNmzCgLDw9vGYsTHh5eAQA9e/aseeONN/QB4MyZM0YLFiy4dacOdTRNtxt8duTcuXNGr7/++i0A8PPzq7e3t29MTU3lAkBwcHC1hYWFBgCEQmF9Xl6eQXl5ObuzezkyMrKidf5WVlbqwsLCu1rxuhIJfJ5DHqYeAEVBdWdmt4QiJfpLHktLLkEQBPEc6qxlpqsYGhpqGxsb7+ruZWBg0PKgyWazoVarqY66c+fm5uoNHz5cBADTpk27/corr1RR1N094HSf58yZUzZs2DAhl8tlwsLCKvT09GBlZaVJS0vLOHDggPHmzZutd+/eba5rLWgvn+XLlzv06dNHeeLEibysrCz9/v37i3Xf8/l8re730NBQVUJCQtaPP/5oEhUV5bZgwYISc3NzdXBwcPWhQ4euPtTJ6kAH54sSCoV1ly9fvmcs0MyZM9327duXGxQUVBcbG2tx+vTploHnRkZG2tZpw8LCKrZv33699TaapuvPnz/PDwoKqmubt1AorDt37hw/LCxMGRgYWKdQKDIiIyOd6+rqWq5xYGBgXWBgYN3MmTPLhUKhF4D8f3OcU6ZMqQgPD3efMGFCBUVR8PLyarhw4QKvo+MEAF1A8V9YWFioi4qK7npor6mpYVtaWmqA/z/Gp+1+re8HhmGoDRs2XB8zZsxds1H9+uuvxm3vs/vhcrkM0NyNUKPRtOz8oPm01tlwCX19/db3F9PU1EQxDIPO7uW2572+vp7i8Xj/+Vr8W2SMz3PIWN8YNnwbFNsaQK9aTaa0JgiCIJ45VlZWGo1GQ9XW1nb61Obr61tfWFion5aWZgAA27dvtwgJCVEKhcImhUKRoVAoMpYtW3YbAIqKivRPnjxpCAA//PCDec+ePVVA82BuGxubpg0bNtjNmDGj9E5ajkajQVRUVOWaNWsKU1NTW7r6xcfHmwHAsWPHjAQCgcbCwkJTXV3NdnR0bASAuLi4Dmcky87O1ndwcGhasmRJ6eTJk0svXbrE79u3b01iYqKR7hiUSiUrJSXFAADmzZvnsH37dtOHPpFteHt715eXl3N056GhoYFKTEzkAs1d+JydnZsaGhqoXbt2mT9o3m+++WbxJ598Yqeru0ajwXvvvWcDAMuWLStesWKFY15enp4uvW68SVVVFevw4cMtQdb58+d59vb2jQDg5+dX8/XXX5sBQFxcnHlAQMA9LWFyubyBxWJh5cqV9qNGjSq/33G2tX37dtN58+Y5POjxDhgwQHXs2DGTiooKFgD873//M5VIJLUPMhnHoEGDqr788kurhoYGCgBSUlIMqqurWUOHDq3esWOHpW6cVUlJCdvCwkJjbGys0Y3f+eabbyyCgoI6bRkMDg5Wff/99+YA8M8//3Czs7Pv6bJqYmKiqampaTcmaL1/SkqKQVFRkb63t3d9R+V1di+3Jy8vj+vj43NPoNxVSIvPc0pkJkKu9UXQlyhU52YAeOlJV4kgCIIgHkjv3r2rjh8/bjRy5MgOZ/ji8/nMli1b8sPDwz00Gg18fHxqly5deru9tO7u7vXbtm2zmDt3roubm1tD63QTJkwo27RpE8ff378eaJ7S97XXXnPVarUUAKxevfqGLq2ZmZnGz89PolKp2F999dVVAFi+fHnx9OnT3WJjY21DQkI6fON47NgxQWxsrC2Hw2H4fL5m586dV+3t7dVxcXH5EyZMcG9sbKQAYNWqVYXe3t4NGRkZvFGjRlW2l9enn35qFxcX19Klo6SkJKWjcnW4XC6za9euvAULFjgrlUq2RqOh5syZUxIQEFC/YsWKm4GBgVIHB4dGqVRaq1Kp2PfLr7Xu3bvXxcTEFEycONG9rq6ORVEUBg4cWAUA48ePr7p16xYnNDRUpNFoKGNjY41EIql75ZVXqrVaLdatW2czf/58Fy6Xq+Xz+dpvvvnmKgB8+eWX16dOner62Wef2VpYWKi3b9+e317Zo0ePLv/ggw8cY2JiCu93nG33zc3NNTA2Nr5vV719+/ZZHDt2zFT3+dy5c5kzZsy41aNHDwlFUbCwsGjatm1bu/XryKJFi0rz8/MNvLy8pAzDUObm5k2//vpr3tixY6svXbrE9/X1lerp6TEDBw6s+uKLLwq//fbbq3PmzHFZsGABy9nZuSE+Pr7T8pYuXXprwoQJbjRNy+Ryea2Xl1dN2zS2trYaf39/lUgkkvfv379q8eLFLd1Ely1bdmvKlCkuNE3L2Gw24uLi8nk8XofNQJ3dy23TNjQ0UPn5+Qa9e/e+p05dpcMm4hddQEAAk5iY+KSr8dA+SfwEl3/5Dm/GN2F7yFCs3LQePP0H+v8XQRAE8QKhKOoiwzABus/Jycn5Pj4+pU+yTmfPnuWtW7fO9qeffvrPXcCysrL0hw8fLtJNVtBWZGSks5+fX+2iRYs6PebAwEDx+vXrC3r37v1AYyUeVnBwsOjMmTM5j6OsF9Urr7zi9uWXXxbY29uTBaMeo+3bt5tevHiR/9lnn9181HknJydb+vj4uLbdTlp8nlNCMyF+smjuMimrvorsEiV8nEyfbKUIgiAI4gH06tWr7p9//qlWq9XoyrV85HK5lMfjaePi4h77WKb7IUFP1zt48OAjHVtF/DtqtZp69913250FsKuQwOc5JTQVosII0OgzcFbeQmZRNQl8CIIgiGdOdHR02aPIRywWN3bU2pOenp75b/O5cOHCY5kCmSCed9OmTau4f6pHi0xu8JxyN3EHi8WG0ooDC2U1MskEBwRBEARBEMQLjAQ+zykuhwtngTOKbPShV6VGZmHV/XciCIIgCIIgiOcUCXyeY0JTIbKtWNA2Uqi7ruh0LnaCIAiCIAiCeJ6RwOc5JjQTItWsedZGz7I0FFY+tmnSCYIgCIIgCOKpQgKf55jQVIjrVs2/y6qvIrOow2UQCIIgCOKpo1KpqG7duonV6oebZXj16tXWugUgHxUHBwevoqKiuyaH2rlzp8lbb71l+yjLaU9DQwM1d+5cBxcXF0+RSCT38vKS7tmzxxhoXgR00qRJzk5OTp5SqVQml8ulGzZssASaFxKNiopyEolEcpqmZZ6enlKFQqEPABs3brSgaVpG07RMJBLJv//+e9PO6jBmzBjXb7/91qwrjzM2NtYiMjLSGQAWL15sv3LlSpvW37dXBz6f7wc0T1vO5XJfkkgkMg8PD3lERISzRnPfJXq6XOv7xs/PTwI013XLli0tC8UmJCTwo6KinLq6LsOHD3dPTU3tcFHR5xkJfJ5jIjMRKg2bZ3ZzUZaQCQ4IgiCIZ8rnn39uOWLEiIqHnco6Li7ORqVSdfmzzqRJk6rWrl1b3JVlqNVqLFq0yL64uFhPoVCk5+TkpP/666851dXV7Dt1cDUzM9Pk5+enZWZmZpw4cSKnvLycAwBff/21uW6/7OzsjIMHD+ZaWFho8vLy9DZs2GD3119/ZWVnZ2ckJiZmBgQEPJb1iR42mP03nJycGhQKRcad4+W1Deaampq6rOx/IykpSQEAOTk5Brt3724JfHr37l373XffdemU6mq1GnPmzLn14Ycfdnmg/jQigc9zzFngDD22PqqsOLBQKkngQxAEQTxT9uzZYzFu3LhKADh8+LAgICBAPGjQII+2b/L3799v7OvrK5HJZNLQ0FD3qqoq1po1a6xv3bql16dPH7p79+60Wq3GmDFjXHWtHu+//741AKSlpRn07NmTFovFMplMJk1PT3/gN+GtWyjGjBnjGhUV5eTn5ydxdHT0at0y8e6779p4enpKaZqWLVq0yF63feDAgR5yuVwqFArl69evt9Rt5/P5ftHR0fbe3t6SEydOGP3www9WX3/99XUej8cAgJOTk3r69OkV6enpBpcvXzb87LPPCtns5sXK7e3t1R9++GExABQVFenZ2Ng06b7z8PBosrKy0hQVFekZGhpqTUxMNABgYmKilUgkjQBw7tw5no+Pj4SmadmgQYM8bt++fdcq6Hv27DF++eWX3XWfDx8+LOjfv7+wo+sBNLd6LF261M7f31+8bdu2Lm01AgA9PT0EBgaqcnJyDGJjYy1CQ0Pd+/fvLwwJCaGrq6tZ4eHhrp6enlKpVCrTBUdqtRozZ8501LWCffjhh9YAcPDgQYFUKpXRNC0LDw93rauro3THtGjRInuZTCalaVqWlJTEBYDi4mJ2r169RFKpVBYREeHSepy1rnXq7bffdkhMTDSSSCSy999/3/rw4cOCfv36CQGgpKSEPXDgQA+apmU+Pj6S8+fP84DmFrDw8HDXwMBAsaOjo9eaNWusdflu3rzZ3MvLSyqRSGQREREuuuCy9X3022+/GQ0dOlT1559/Gj/pAPBJIOv4PMc4LA7cTdxx0+YKLNNqkVlY+aSrRBAEQTyDftue6VReqOI/yjzNHYxqB0RKO3y7XV9fTxUUFBiIxeJG3bbU1FTDpKSkNJqmG3v37i3avn272dChQ5Vr1661S0hIyDY2Nta+/fbbth988IHN+vXri7788kub06dPZ9vZ2an//PNPflFRkZ5uLZ/S0lI2AERERLgtXbq0ODIysrK2tpbSaDTUfz22kpISvcTERMXly5e5o0aNEr766qsV+/fvN87NzeWmpKRkMgyDgQMHCo8cOWIUGhqq2rlzZ76NjY1GpVJRfn5+ssmTJ1fY2tpq6urqWJ6ennUbN268ef78eZ6dnV2jubm5tm15ly9f5kql0lpdYNPWlClTynv37i2RSCSCkJCQ6qioqLJevXrV9ejRo9bS0rLJycnJq1evXsrRo0dXREREVAFAVFSU26effnp92LBhqujoaPvly5fbb9u2reV6jRo1qnrhwoUu1dXVLGNjY218fLzZ2LFjy4uKijgdXQ8A4HK52osXLz6WtZCUSiUrISHBeOXKlYXFxcV6ly5dMkpJSUm3sbHRzJ8/36Ffv37Ve/fuzS8tLWUHBARIR4wYUf3ll19aXLt2zSA9PT1DT08PJSUl7NraWmrWrFlux48fz/L29m4YNWqU67p166xWrlx5CwAsLS3VGRkZmR9//LHVxx9/bLN79+5rK1assA8KClKtX7++aNeuXSbx8fGWbev34YcfFm7YsMHm1KlTuUBz8Kj7btmyZfY+Pj61J0+ezPv5558FU6dOdVMoFBkAkJubyz137lxWZWUlWyqVer7xxhu309PTDfbt22eemJioMDAwYCZPnuy8ZcsWi/nz55e1vo90+bu4uNT//fff/JCQkMfSwve0IC0+zzmhmRAKK0DbSIFdnIeahq5rWiYIgiCIR6W4uJgjEAju+kfLy8urRiaTNXI4HIwbN678zz//NPrjjz8M8/LyuIGBgRKJRCLbtWuXxfXr1/Xb5ieRSBoKCgoMpk6d6rRv3z5jMzMzTUVFBaukpEQ/MjKyEgD4fD4jEAjuCSwe1IgRIyrZbDb8/f3ry8rK9ADg6NGjxgkJCcYymUwml8tleXl5XIVCwQWAmJgYG7FYLPP395cWFxfrpaencwGAzWYjKirqgRd5XL58ua1EIpFZW1t7A80tPLm5uWmrV6++wWKx8PLLL4sPHjwo4HA4SEhIyPnhhx/yRCJR/YoVK5wWL15sX1ZWxlYqlexhw4apAGDGjBllf//9t1HrMvT09NC3b9/qXbt2mTQ1NeH33383mThxYuX9rkdkZOR/XrSSou6NTVtvKygoMJBIJLLAwEDJ4MGDq8aNG1cNACEhIdU2NjYaAPjjjz+MP/30UzuJRCILDg4WNzQ0ULm5ufq///678ezZs2/r6ekBAGxsbDTJyclcR0fHBm9v7wYAiIqKKjtz5kxLkBIREVEBAIGBgbUFBQUGAPD3338Lpk2bVgYAEyZMqDI2Nn6ggUYXLlwQvPbaa2UAMGLECGVlZSWnrKyMDQCDBw+u5PF4jJ2dndrc3Lzpxo0bnKNHjwrS0tL4Pj4+UolEIjtz5ozxlStXDID27yNLS0t1QUGB3oPU6XlAWnyec0JTIX43OwQACFRmIKtEiZecu7x1mSAIgniOdNYy01UMDQ21jY2Nd72gbfvAS1EUGIZBcHBw9aFDh652lp+VlZUmLS0t48CBA8abN2+23r17t3lcXNz1Lqg6uFxuS78mXRcnhmEQHR1d9MYbb5S2Tnv48GHB6dOnBYmJiQqBQKANDAwU19XVsQBAX19fqxvfJJPJGoqKivQrKipYZmZmdwVnPj4+9ZmZmXyNRgM2m42YmJjimJiYYl2XKgDg8XjMuHHjqseNG1dtY2PTtH//ftNXXnlFyWKx0K9fv9p+/frVhoaGVk+fPt317bffLvk3xzlhwoTyTZs2WVtaWmq8vb1rzczMtPe7Ho8isDQ3N1eXl5e3NG+VlJSwTU1NW4Jk3Riftvvx+fyWshmGwb59+3J9fHwaWqdhGAYURTFtt3VGd705HA6jVqtbblIW6+HbF9orU1cvAwODli/ZbDbUajXFMAwVHh5etmnTpsK2+7W+j3QaGhpYrc/Hi4K0+DznaDMaBVbNf4MyZT4Z50MQBEE8E6ysrDQajYaqra1teZBMTU01VCgU+hqNBvv27TMPCQlR9u3btyYxMdEoLS3NAGju3pSSkmIAAIaGhhrd+JKioiLOndnNKtesWVOYmprKNzc319ra2jbu2LHDFADq6uoo3Sxwbm5u8kd5PKGhodU7duyw1NXn6tWreoWFhZzKykq2iYmJRiAQaJOSkrjJycmG7e0vEAi0EyZMKJ0xY4ZzfX09BQDXrl3T27x5s7mnp2eDt7d3zcKFCx104zpqa2sp3cPzmTNn+Pn5+XpA8wxvqampPBcXl8b8/Hy9M2fOtHRhTExM5Ds4ODRaWFhojI2NNUePHjUCgG+++cYiKChI1bZOw4YNU6anp/O3bt1qGR4eXg4AnV2PttauXWu1du1aqwc9l/369VP++OOP5rrz8OWXX1r27Nnzgaau7devX/WGDRtstNrmZ/+zZ8/yAGDgwIHVW7ZssdKNfykpKWH7+vrWFxYW6uuOafv27RYhISGdltejRw/ltm3bLIDm8VC6SShaMzEx0ahUqnb7J/bo0UP57bffWgDNwbGZmZm6vW6OOkOHDq0+fPiwWWFhIUdX7+zs7HtaPnWuXr1q4OfnV9/ZMTyPSIvPc05oKkSlIaA2YOCmuoWjJPAhCIIgnhG9e/euOn78uNHIkSOVAODr66tasmSJo0Kh4HXv3l05ZcqUSjabjbi4uPwJEya4NzY2UgCwatWqQm9v74apU6eWhoaGiqytrZs2btxY8Nprr7lqtVoKAFavXn0DAL7//vurM2bMcPnggw/s9fT0mL179+bdabnocKyPj4+PTNf6FBYWVu7t7X3fhfJGjx5dnZ6ezu3WrZsEaG592Llz59UxY8ZUffXVV1Y0Tcs8PDzqfXx8ajrKY+PGjYXR0dEONE3LDQwMGB6Pp1m1atXNO8eRP3/+fCcXFxcvU1NTNZfL1b777rs3gOZug7NmzXLRtaD5+vrWrFix4taNGzf0li5d6lhSUqJnYGDAmJubN23duvU6AHz77bdX58yZ47JgwQKWs7NzQ3x8fH7b+nA4HAwYMKBq3759Fnv27MkHmidV6Oh6tN1foVDwevXqdU9A1dann35qFxcX1zKldUlJSUpiYiLf29tbymKx4OLi0vDtt99eu18+rX388cc3Z86c6SyRSGQMw1COjo4Np06dyl20aNHt7OxsA4lEIudwOMzUqVNvv/XWW7e3bNmSHx4e7qHRaODj41O7dOnS2/fLf8yYMe4ymUwaFBSksrOza2ybJjAwsI7D4TBisVgWERFR6u/v33IfxcTE3IyIiHClaVrG4/G03333Xactmv7+/vXvvPNO4YABA2itVgs9PT0mNjb2Ok3T95RbUFDAMTAwYFxcXF642Q2o+zXfvagCAgKYxMTEJ12N/4xhGPT4oQfWf1sDi0YK706Mw49zej7pahEEQRBPGYqiLjIME6D7nJycnO/j41Pa2T5d7ezZs7x169bZ/vTTT1cPHz4saD0QvCvFx8eb5OXlGbzzzju3urqsF1m/fv2ER44cyWvdNZDoeu+//761sbGxdtGiRU/077srJScnW/r4+Li23U5afJ5zFEVBaCZEoXUGrNPqoLhZCa2WAYv1nyetIQiCIIgu1atXr7p//vmnuivXfGnPxIkTqx5rgS+oxxHEEvcyNTXVzJ07t+xJ1+NJIGN8XgAiUxEyLbXQNlKwVd5AQcULNXMhQRAE8QyLjo4u43A4GD58uJI8KBPEf7dw4cIy3ax1LxoS+LwARGYiZFs0vy0LVGUgs+iBxv8RBEEQBEEQxDOPBD4vAKGpEAWWzV3bPMnMbgRBEARBEMQLiAQ+LwChqRBVd2Z286i9TQIfgiAIgiAI4oVDAp8XgAXPAuY8C1RYcWBaVY3MYhL4EARBEARBEC8WEvi8IESmIly35oCqbEJBWQ2U9S/c1O0EQRDEM0alUlHdunUTP+ysbqtXr7bWLUj6qDg4OHgVFRXdNSvuzp07Td566y3bR1lOexoaGqi5c+c6uLi4eIpEIrmXl5d0z549xgBQVVXFmjRpkrOTk5OnVCqVyeVy6YYNGyyB5kVLo6KinEQikZymaZmnp6dUoVDoA8DGjRstaJqW0TQtE4lE8u+//960szqMGTPG9dtvvzXr6mN9XvD5fD8AyM/P1xs6dKg7AJw7d463e/duE12ax3H/LF682H7lypU2ADBz5kzHn3/+WdCV5T2tyHTWLwihmRCZlhfg30hB2HATimIlurmaP+lqEQRBEESHPv/8c8sRI0ZUcDgP97gSFxdnM2PGjHKBQNDhivePwqRJk6oAdOkU2Gq1GosWLbIvLi7WUygU6TwejykoKOAcO3ZMcKcOrq6urg35+flpbDYbN2/e5GzatMkSAL7++mtz3X5sNht5eXl6xsbG2ry8PL0NGzbYXb58OdPCwkJTVVXFahvUdeXxPOx1fVhNTU14UrOZubq6Nh09evQKACQmJvITExMNx48fXwU8nvuntaVLl9569dVXXUaMGPHCzXZFWnxeEEJTIa5YaAA0z+ymION8CIIgiKfcnj17LMaNG1cJAIcPHxYEBASIBw0a5OHh4SGPiIhw1mia/13bv3+/sa+vr0Qmk0lDQ0Pdq6qqWGvWrLG+deuWXp8+feju3bvTarUaY8aMcdW1erz//vvWAJCWlmbQs2dPWiwWy2QymTQ9Pd3gQesZGxtrERkZ6Qw0t4hERUU5+fn5SRwdHb1at468++67Np6enlKapmWLFi2y120fOHCgh1wulwqFQvn69estddv5fL5fdHS0vbe3t+TEiRNGP/zwg9XXX399ncfjMQDg5OSknj59ekV6errB5cuXDT/77LNCNpsNALC3t1d/+OGHxQBQVFSkZ2Nj06T7zsPDo8nKykpTVFSkZ2hoqDUxMdEAgImJiVYikTQCza0SPj4+EpqmZYMGDfK4ffs2u821MX755ZfddZ8PHz4s6N+/v7Cj6wE0t5YtXbrUzt/fX7xt27YOW41at04AgEgkkmdlZelnZWXpu7u7yydMmOAiFArlvXr1EqlUKgoAAgMDxdOmTXPy8/OTiEQi+alTp/i6vCZOnOjSq1cv0ejRo91u3rzJGTJkiIenp6fU09NTevz4cUOgucVs7NixrrrWr++++84UAOLi4sx1rWFz5sxxaH1tXn/9dQexWCzz8fGRFBQUcABAoVDo+/r6Sjw9PaULFy5sucZZWVn6IpFIXl9fT3300Uf2hw4dMpNIJLKtW7eatb5/srOz9YOCgmiapmVBQUF0Tk6O/sPeV8uXL7d1dXX17NmzJ52Tk9NyX9M03VhZWcm5fv36C9cA8sId8Iuq9cxuvrXXkUSmtCYIgiD+pWNfbnQqLbjGf5R5Wjq51A6ZE13Q0ff19fVUQUGBgVgsbtRtS01NNUxKSkqjabqxd+/eou3bt5sNHTpUuXbtWruEhIRsY2Nj7dtvv237wQcf2Kxfv77oyy+/tDl9+nS2nZ2d+s8//+QXFRXp5eTkpANAaWkpGwAiIiLcli5dWhwZGVlZW1tLaTSa/7zCd0lJiV5iYqLi8uXL3FGjRglfffXViv379xvn5uZyU1JSMhmGwcCBA4VHjhwxCg0NVe3cuTPfxsZGo1KpKD8/P9nkyZMrbG1tNXV1dSxPT8+6jRs33jx//jzPzs6u0dzc/J7Wq8uXL3OlUmmtLrBpa8qUKeW9e/eWSCQSQUhISHVUVFRZr1696nr06FFraWnZ5OTk5NWrVy/l6NGjKyIiIqoAICoqyu3TTz+9PmzYMFV0dLT98uXL7bdt29ZyvUaNGlW9cOFCl+rqapaxsbE2Pj7ebOzYseVFRUWcjq4HAHC5XO3FixezHvbcXr9+nfv9999f6dmz57WXX37Zffv27WZz584tB4Da2lpWUlKS4siRI0YzZ850013rlJQU/vnz5xVGRkZMWFiY2+LFi0uGDBmiysnJ0R8yZIjoypUr6StWrLAzNjbWZGdnZwDA7du32fn5+Xrvvfeew8WLFzOtrKzUISEh9I4dO0ynTJlSWVdXxwoKClJ9/vnnhbNnz3b8/PPPrf7v//6vaO7cuc7Tp0+/PX/+/LKPPvrIqm39uVwu8+abb95MTEw03L59+3WgOXDWfT979mzniIiIstdff71s48aNFnPmzHE6efJk3oPeV0ZGRtoDBw6Yp6amZjQ1NcHX11fm5+fXspCjl5dX7e+//24UFRVV+bDX4llEWnxeELqZ3ZoMGLjVkJndCIIgiKdbcXExRyAQ3DW4x8vLq0YmkzVyOByMGzeu/M8//zT6448/DPPy8riBgYESiUQi27Vrl8X169f12+YnkUgaCgoKDKZOneq0b98+YzMzM01FRQWrpKREPzIyshIA+Hw+8yi6xY0YMaKSzWbD39+/vqysTA8Ajh49apyQkGAsk8lkcrlclpeXx1UoFFwAiImJsRGLxTJ/f39pcXGxXnp6OhcA2Gw2oqKiKh60/OXLl9tKJBKZtbW1N9DcwpObm5u2evXqGywWCy+//LL44MGDAg6Hg4SEhJwffvghTyQS1a9YscJp8eLF9mVlZWylUskeNmyYCgBmzJhR9vfffxu1LkNPTw99+/at3rVrl0lTUxN+//13k4kTJ1be73pERkY+8PG05uDg0NCzZ886APDz86vNz89vacmIiIgoB4DQ0FCVSqVi6YLboUOHVhoZGTEAcPbsWeOFCxc6SyQSWVhYmFClUrErKipYCQkJxosWLbqly8vKykpz5swZwx49eijt7e3Venp6GD9+fPnp06eN7hw/M2HChCoA8Pf3r7l27Zo+AFy6dMloxowZ5QAwa9assgc9vqSkJMOZM2eWA8CcOXPKL1682HLeH+S+OnXqlNHLL79cKRAItObm5trBgwdXti7HyspKXVhYeM/fyfOOtPi8IIz0jWBv5IByq0LYVVYhq1gJjZYBm/WfX2wRBEEQz7nOWma6iqGhobaxsfGuF7QUdfe/WRRFgWEYBAcHVx86dOhqZ/lZWVlp0tLSMg4cOGC8efNm6927d5vHxcVd74Kqg8vlMrrfGYZp+W90dHTRG2+8Udo67eHDhwWnT58WJCYmKgQCgTYwMFBcV1fHAgB9fX2tbhyMTCZrKCoq0q+oqGCZmZndFZz5+PjUZ2Zm8jUaDdhsNmJiYopjYmKKdQPrAYDH4zHjxo2rHjduXLWNjU3T/v37TV955RUli8VCv379avv161cbGhpaPX36dNe333675N8c54QJE8o3bdpkbWlpqfH29q41MzPT3u96/JvAksPhMFrt/0/W0NDQcuH19fVbzi2bzWZ05wpo//4Amu8l3TaGYZCYmJipC4Rab2+7v+7adVRHFoul+x1qtbplZxaL1fGO/8GD3FerV6+2bns8rdXX11M8Hq9Lx749jUiLzwtEaCbENWs2UNGEusYmXCuredJVIgiCIIh2WVlZaTQaDVVbW9vy9JaammqoUCj0NRoN9u3bZx4SEqLs27dvTWJiolFaWpoBACiVSlZKSooBABgaGmp040uKioo4d2Y3q1yzZk1hamoq39zcXGtra9u4Y8cOUwCoq6ujdLPAubm5yR/l8YSGhlbv2LHDUlefq1ev6hUWFnIqKyvZJiYmGoFAoE1KSuImJycbtre/QCDQTpgwoXTGjBnO9fX1FABcu3ZNb/Pmzeaenp4N3t7eNQsXLnTQzYBXW1tL6R6Oz5w5w8/Pz9cDmmd4S01N5bm4uDTm5+frnTlzpqULY2JiIt/BwaHRwsJCY2xsrDl69KgRAHzzzTcWQUFBqrZ1GjZsmDI9PZ2/detWy/Dw8HIA6Ox6tLV27VqrtWvX3tMdzNXVteHy5cuGuroXFhb+q3FX8fHxZgBw7NgxI4FAoLGwuDO4uZXg4ODqmJgYa93nc+fO8e7Uu/qTTz5p2X779m127969a86fPy8oKiriqNVq7N2717xv3773nIfWXnrpJdXWrVvNAWDr1q0W7aUxNjbWqFSqdp/B/fz8ar7++mszoHl8UUBAQKfldXRf9e/fX/XLL7+YqlQqqqKignXixAnT1vvl5eVxfXx86jrL+3lEAp9nWPXtW/hrXzwa6//dfSs0FSLTQgPtnZndMsk4H4IgCOIp1rt376rjx4+3dPXx9fVVLVmyxJGmabmzs3PDlClTKu3t7dVxcXH5EyZMcKdpWubv7y9JTU3lAsDUqVNLQ0NDRd27d6fz8/P1goODxRKJRDZt2jS31atX3wCA77///uqmTZusaZqWBQQESAoKCjhFRUUchmE6fF3u4+Mjs7Gx8baxsfGePn264785ltGjR1eHh4eXd+vWTULTtGzUqFEelZWV7DFjxlSp1WqKpmnZW2+9Ze/j49PhW8mNGzcWWlpaqmmalotEInlYWJiHjY2N+s5x5JeXl3NcXFy85HK5NCQkhH733XdvAM3dBocNGyYUiURyiUQi53A4WLFixa3GxkZq6dKljm5ubnKJRCLbt2+f2RdffFEAAN9+++3V5cuXO9I0LUtJSeF9/PHHN9vWh8PhYMCAAVWnT5820c1Q1tn1aEuhUPDaC04iIyMrKioq2BKJRPbFF19Yubi41P+bc2xmZqbx8/OTzJ8/3yUuLi6/vTRfffVVwaVLlwxpmpZ5eHjIv/jiCysA+Oijj4oqKyvZIpFILhaLZb/++qvAxcWlaeXKlYV9+vShpVKp3Nvbu3by5MmVndVh8+bN17/66itrT09PaVVVVbuDrkJDQ5XZ2dk83eQGrb/78ssvr+/YscOSpmlZfHy8xebNmzttbe3ovgoODq4dNWpUuaenp3z48OEegYGBLQFUQ0MDlZ+fb9C7d+8X7g041Vkz3ossICCASUxMfNLV6FRBegr2rH4LI5a8BVFgz/umP5R3CDu/X4FV8Vr8EDIEpuFzsGSw+DHUlCAIgnjaURR1kWGYAN3n5OTkfB8fn9LO9ulqZ8+e5a1bt872p59+unr48GHBhg0bbE6dOpXb1eXGx8eb5OXlGbzzzju37p+aeFj9+vUTHjlyJK91F66HFRgYKF6/fn1B7969a++f+sW2fft204sXL/I/++yze4LZ50VycrKlj4+Pa9vtZIzPM8xeLAPX0Ah5iRf+VeAjMhPhxp2Z3QIaCnCITHBAEARBPMV69epV988//1Q/7AKmD2vixImPbU2VF9njCGKJe6nVaurdd9/9V+O4njck8HmGsTkcuPkF4MqlC9BqNWCx2p/GUsfNxA0qIzaauGo4K2+Rrm4EQRDEUy86OroMAIYPH64cPnw4+YeLaNeFCxceeorsF820adP+08x6zzIyxucZ5xHQHXXKahRl3//v3YBtAGcTF5RasmFYUYXCyjpU1TY9hloSBEEQBEEQxJP1QgU+FEWNpChqK0VRBymKGvyk6/MouPq8BBabg7yL5/9VeqGpEFet2WDKGwFGi8xi0t2NIAiCIAiCeP51WeBDUZQTRVGnKIrKpCgqnaKohf8hr20URd2iKCqtne+GUhSVRVFULkVRKzrLh2GYnxiGmQEgCsD4h63P08SAbwgnuRdyE/9d4CMyFSGrZWa3G2QhU4IgCIIgCOKF0JUtPmoASxiGkQLoAWAeRVGy1gkoirKmKErQZpuwnby+AzC07UaKotgANgEIBSADMJGiKBlFUV4URR1u82Pdatd37uz3zFM1qOH6UiAqbt5A+c0b900vMhPhumXz7/0ac6Ag43wIgiAIgiCIF0CXBT4MwxQxDHPpzu9KAJkAHNok6wPgIEVRXACgKGoGgNh28koAUN5OMYEAchmGucIwTCOAXQBeYRgmlWGY4W1+blHNYgAc0dXtWfa7ogTe7x2DxskTAJB38cJ99xGaCnHDqnlmN//6AtLVjSAIgnhqqVQqqlu3buKHndVt9erV1roFSR8VBwcHr6Kiorsmh9q5c6fJW2+9Zfsoy2lPU1MT5s+f7+Di4uIpkUhkEolEtnz58pZyKYryHzlypFvr9GZmZj79+vUTAkBsbKyFmZmZj0Qikbm5ucnff//9lpfCixcvtre2tvbW5SuRSGSlpaVspVLJGjFihBtN0zKRSCT39/cX6xbLXL58ua1QKJTTNC2TSCSy33//vd3FV3UCAwPFCQkJ/M7S/FeLFy+2X7lypQ0AjBkzxvXbb7+9a52ctnXIysrSF4lEcgA4fPiwQCAQ+EqlUpm7u7t8yZIldl1Z13+Lz+f7AUB+fr7e0KFD3YHmhVd3795tokvzuO7Bnj170rdv3+58Nq2n2GOZ1Y2iKFcAfgDu6o/FMMxeiqLcAOyiKGovgGkABj1A1g4AWi/sdANA907Svw5gIAATiqKEDMNsaaeuYQDChML2Gp6eLkIrAbQMkKNiwcrVHXmJ59EtbHSn+zgJnFBnpI9Gbi0cqkqQVayEWqMFh/1CDfciCIIgngGff/655YgRIyo4nId7XImLi7OZMWNGuUAg0D7iqt1l0qRJVQC6dApstVqNhQsXOpSUlOhlZmam8/l8pqKigvXBBx+0POzyeDxtVlYWT6VSUUZGRsyBAweMbWxs7prFKCwsrGL79u3Xi4uL2VKp1HPSpEkVQqGwCQBmz55dsnr16rumOX7zzTdtra2tm37++eerAJCcnGygr6/PnDx50vDYsWOmqampGTwejykqKuI0NDR0uOjroz4XD3tP3E9AQIDq1KlTudXV1SwvLy/ZyJEjq0JCQlrWBmpqaoKenl6XlH0/rq6uTUePHr0CAImJifzExERD3cKxXX0ParVaMAyDiRMnlq1fv94qJiamuKvK6kpd/rRLUZQRgB8BRDMMc0/zAsMw/wegHsCXAEYwDKNqm6az7NvZ1uEiWAzDxDIM488wzOz2gp47aQ4xDDPTxMSkva+fKk7mPJgb6iO5oBIe/t1xMysTtdWd3/NsFhseZkLctmSDW1aJBrUW+WUv3MK9BEEQxDNgz549FuPGjasEmt/GBwQEiAcNGuTh4eEhj4iIcNZoNACA/fv3G/v6+kpkMpk0NDTUvaqqirVmzRrrW7du6fXp04fu3r07rVarMWbMGFeRSCSnaVqma+1IS0sz6NmzJy0Wi2UymUyanp5u8KD1jI2NtYiMjHQGmlsZoqKinPz8/CSOjo5erVsc3n33XRtPT08pTdOyRYsW2eu2Dxw40EMul0uFQqF8/fr1lrrtfD7fLzo62t7b21ty4sQJox9++MHq66+/vs7n8xkAMDMz037yySd3LUI5YMCAqr1795oCQHx8vPmYMWPa6zEDW1tbjbOzc0NBQUGnT/FFRUV6Dg4OLcGTj49PA4/HYwoLC/XMzc3VPB6PAQA7Ozu1q6trEwAcPHhQIJVKZTRNy8LDw13r6uruel6LiYmxmj17tmPr8zd16lQnANi8ebO5l5eXVCKRyCIiIlx0rX2tz8Vvv/1m1FmdHwVjY2Otl5dXbVZWlsHixYvtJ06c6NKrVy/R6NGj3W7evMkZMmSIh6enp9TT01N6/PhxQwCoqqpijR071pWmaRlN07LvvvvOFADi4uLMdS1mc+bMaen9xOfz/V5//XUHsVgs8/HxkRQUFHAAQKFQ6Pv6+ko8PT2lCxcubLlPdK1T9fX11EcffWR/6NAhM4lEItu6datZ63swOztbPygoiKZpWhYUFETn5OToAw9+b2ZlZem7u7vLJ0+e7CyXy2V5eXn6EyZMqNy/f79FV5//rtKlgQ9FUXpoDnp2Mgyzv4M0IQA8ARwAsOoBi7gBwKnVZ0cAz+0qtG1RFAUfRxMk36iEMKA7GEaLq0mJ991PaCrEFWsWtHdmdssg43wIgiCITpTvy3Yq+SJJ/Ch/yvdlO3VWZn19PVVQUGAgFosbddtSU1MNP/vss4KsrKz0/Px8g+3bt5sVFRVx1q5da5eQkJCdkZGR+dJLL9V+8MEHNu+8884ta2vrptOnT2efP38++6+//uIXFRXp5eTkpGdnZ2fMmzevDAAiIiLcZs+efSsrKysjMTFR4ezs/J/XeSgpKdFLTExUHDx4MGfVqlUOQHNwlpuby01JScnMzMzMuHz5Mv/IkSNGALBz58789PT0zMuXL2fExcXZFBcXswGgrq6O5enpWZeSkqIwNzfX2NnZNZqZmXXaejVlypTy3bt3m9XW1lKZmZn8oKCgdt9u5uTk6Dc0NLC6d+9ep9u2ZcsWG103t+7du9MAMHPmzNLPP//c1tfXV7JgwQL71NRUAwAYOXJk9c2bN/VdXV09J0+e7PzLL78YAUBtbS01a9Yst927d+dlZ2dnqNVqrFu3zqpNHSt+/fVXU93nffv2mUdERFRcunSJu2/fPvPExESFQqHIYLFYzJYtWyzanoshQ4Y8yEvyh1JcXMxOSkoy9PX1rQOAlJQU/rFjx3IPHTp0ddasWU6LFy8uSUtLyzxw4EDe7NmzXQFgxYoVdsbGxprs7OyM7OzsjGHDhinz8/P13nvvPYc//vgjOyMjIz0pKclwx44dprpjCgoKUmVlZWUEBQWpPv/8cysAmDt3rvP06dNvp6WlZdra2t5zP3K5XObNN9+8GRYWVqFQKDJmzJhx17o8s2fPdo6IiCjLzs7OGD9+fNmcOXNa/tYe9N7Mz8/nvvrqq2WZmZkZNE03WllZaRobGyndPfqs6cpZ3SgA3wDIZBjmkw7S+AHYCuAVAK8CMKcoas0DFPMPABFFUW4URekDmADg5/9W82eLj5Mpcm6pwLNzhpGZ+b+a1lpkJkK2hRbaRgqSxkIoyMxuBEEQxFOmuLiYIxAI7hrc4+XlVSOTyRo5HA7GjRtX/ueffxr98ccfhnl5edzAwECJRCKR7dq1y+L69ev6bfOTSCQNBQUFBlOnTnXat2+fsZmZmaaiooJVUlKiHxkZWQkAfD6feRTd4kaMGFHJZrPh7+9fX1ZWpgcAR48eNU5ISDCWyWSyO2/PuQqFggsAMTExNmKxWObv7y8tLi7WS09P5wIAm81GVFRUu4tNfvbZZxYSiURma2vrnZub29Jq071797obN24YbN261XzgwIH3dAM5dOiQmVAolEulUq85c+aU6FqPgOaubgqFIkOhUGScP38+GwB69uxZd/Xq1dRFixYVl5eXc3r27Cm9dOkS18TERJuWlpbxxRdfXLOyslJPnTrVIzY21iI5OZnr6OjY4O3t3QAAUVFRZWfOnLlrIit7e3u1k5NTw2+//WZYXFzMvnLlCnfQoEGqo0ePCtLS0vg+Pj5SiUQiO3PmjPGVK1cM7ncuHgRFUff0DGq9LTEx0UgqlcoGDBhAL1y4sDggIKAeAIYOHVppZGTEAMDZs2eNFy5c6CyRSGRhYWFClUrFrqioYCUkJBgvWrToli4vKysrzZkzZwx79OihtLe3V+vp6WH8+PHlp0+fNgIAPT09ZsKECVUA4O/vX3Pt2jV9ALh06ZLRjBkzygFg1qxZZQ96jElJSYYzZ84sB4A5c+aUX7x4saWF7EHvTTs7u8YBAwbcFTxbWFio2/sbexZ05RifXgCmAEilKOrynW1vMQzza6s0fADhDMPkAQBFUVPRPNX0XSiKigfQF4AlRVE3AKxiGOYbhmHUFEXNB3AMABvANoZh0rvoeJ5Kvk6mYBgg7WY1PAK6IyPhFNSNjeDod3w/Ck2FOHbn3cvLzBUkFb30mGpLEARBPIvMx9IF90/1aBkaGmobGxvvekHb/E717s8MwyA4OLj60KFDVzvLz8rKSpOWlpZx4MAB482bN1vv3r3bPC4u7noXVB1cLrflQZphmJb/RkdHF73xxhulrdMePnxYcPr0aUFiYqJCIBBoAwMDxXV1dSwA0NfX1+rGsshksoaioiL9iooKlpmZmXbhwoVlCxcuLBOJRHKNRnPXiRk6dGjlqlWrnI4fP55169atu571dGN8Tp48aThmzBjRqFGjqpydnTudPcLExEQ7derUyqlTp1ZGRkbi4MGDJi+99FI9h8PB8OHDlcOHD1d6e3vX7dixwyIgIKC2s7x0xo4dWxEfH28mkUjqQ0NDK1gsFhiGocLDw8s2bdpU2DZ963PxX5iZmanLyspaMrp9+zbHzMys5fh1Y3za7mdoaNgSEDMMg8TExExdINR6e9t7VHf928PhcBgWi6X7HWq1umVnFovV8Y7/wYPcm1lZWfp8Pv+eFwENDQ1Ue9ufBV05q9sZhmEohmG8GYbxvfPza5s0ZxmGSW31uYlhmK3t5DWRYRg7hmH0GIZxZBjmm1bf/cowDM0wjAfDMB921fE8rXwcTQEAyQVV8PDvjqaGehRkpHa6j8hMhBuWzX9b3rXXkEm6uhEEQRBPGSsrK41Go6Fqa2tbHgZTU1MNFQqFvkajwb59+8xDQkKUffv2rUlMTDRKS0szAAClUslKSUkxAABDQ0ONbgayoqIijkajQVRUVOWaNWsKU1NT+ebm5lpbW9vGVl2PKN0scG5ubvJHeTyhoaHVO3bssNTV5+rVq3qFhYWcyspKtomJiUYgEGiTkpK4ycnJ7c6MJhAItBMmTCh97bXXnHXnRK1Wo6mp6Z7xznPmzCldsmTJzcDAwLp7c2o2cODAmtGjR5fFxMTYdFbv48ePG+pm8aqvr6eys7O5rq6ujcnJyQa6bm8AkJSUxHN0dGz09fWtLyws1Nddj+3bt1uEhITc86AxefLkiqNHj5rt3bvXPCIiohwAhg4dWn348GGzwsJCDgCUlJSws7Oz232TO2/ePIft27ebdlb39vTu3Vu5Y8cOc622+bn9m2++abd+nQkODq6OiYlpmRHv3LlzPADo27dv9SeffNKy/fbt2+zevXvXnD9/XlBUVMRRq9XYu3eved++fTvtqvfSSy+ptm7dag4AW7dubXc8jbGxsUalUrX7HO/n51fz9ddfmwHN44sCAgI6La+je7O9tFqtFrdv39YTi8UNneX5tCJTeT3DSmtrsDb1dzhY6ONyQQWc5N7QM+Ai7z6LmdrwbaA1EaCBy8CmohjF1fWoqGnsdB+CIAiCeNx69+5ddfz48ZZuOr6+vqolS5Y40jQtd3Z2bpgyZUqlvb29Oi4uLn/ChAnuNE3L/P39JampqVwAmDp1amloaKioe/fudH5+vl5wcLBYIpHIpk2b5rZ69eobAPD9999f3bRpkzVN07KAgABJQUEBp6ioiMMwTIczlPn4+MhsbGy8bWxsvKdPn+7YUbrWRo8eXR0eHl7erVs3CU3TslGjRnlUVlayx4wZU6VWqymapmVvvfWWvY+PT4czDn322WeFtra2TRKJRC6VSmXdunWTjB8/vtTFxeWucSAeHh5N77777q2O8tFZtWpV8e7duy0rKipYwN1jfCQSiSwrK0s/Ozub26tXLzFN0zJPT0+Zr69v7dSpUyuqq6vZkZGRbh4eHnKapmUKhYIXExNzk8/nM1u2bMkPDw/3oGlaxmKxsHTp0ttty7aystKIRKK6wsJCg379+tUCgL+/f/0777xTOGDAAJqmaVn//v3pjiZfyMjI4Nnb2993PNaiRYtcdNfK19dXsnjx4lIjIyOtRCKRicViWU1NDWvVqlUl98unta+++qrg0qVLhjRNyzw8PORffPGFFQB89NFHRZWVlWyRSCQXi8WyX3/9VeDi4tK0cuXKwj59+tBSqVTu7e1dO3ny5MrO8t+8efP1r776ytrT01NaVVXV7lia0NBQZXZ2Nk83uUHr77788svrO3bssKRpWhYfH2+xefPmTltsO7o320t75swZvp+fX82Tmtnuv6I6a4J7kQUEBDCJifefKOBJmnDqR/wBD4huZKGpwBJ/vzUAP29Yi6LcLMzc/N09za2tRR6JxKRPLkKoZmNA94/ww/Tu6Cm07DA9QRAE8XyjKOoiwzABus/Jycn5Pj4+pZ3t09XOnj3LW7dune1PP/109fDhw4INGzbYtNcN6VGLj483ycvLM3jnnXfuGzwQT0ZwcLDozJkzOU+6Hi+aV1991WnkyJGVr7zyylPdXSg5OdnSx8fHte120uLzDHtDFgQwWpQa1aC4uh7FVfXwCOgOVXkZbl3N63RfoakQeVYU1GW6md3IBAcEQRDE06VXr151ffv2rX7YBUwf1sSJE6tI0PN0I0HPk+Hp6Vn3tAc9nSGBzzPM38YeHHUJVFxjAMDlgkq4+QWAoljIvU93N6GpEFcsGGgbKQSySqAofmbvYYIgCOI5Fh0dXaYbRP84WnsIgujYkiVLnmgr8H9FAp9nnJm2Bk0GzuDwKpF8oxJ8YxPYi6X3ndZaZCbCjTszuw3R5iGTtPgQBEEQBEEQzzES+Dzj+hhbA5Q+eE7luHy9EgDgEdAdt/OvoLq041Z6oakQBXdmdpMpryGnRIUmzTM5MyFBEARBEARB3BcJfJ5xS+S+AKNBnSmF1MIqaLQMPPy7AwDyLl7ocD8zrhn0LSxRz2VgUXYTjRotrtzucCIZgiAIgiAIgnimkcDnGedmYgw9dTnqedZQNdbgym0VzO0dYGbveN9prYVmIpRYscG5VQ4ApLsbQRAEQRAE8dwigc8zruZ2OWy1aqgN3MEWXEVSQSUAwMM/EAXpqWio7XgBZaGpELmWQFNpI/RZJPAhCIIgni4qlYrq1q2b+GFndVu9erW1bkHSR8XBwcGrqKjorsUdd+7cafLWW2/ZPspy2tPU1IT58+c7uLi4eOrW2lm+fHlLuRRF+Y8cOdKtdXozMzOffv36CQEgNjbWwszMzEcikcjc3Nzk77//fstim4sXL7a3trb2br2OT2lpKVupVLJGjBjhRtO0TCQSyf39/cW6hS6XL19uKxQK5TRNyyQSiez3339vd/FVncDAQHFCQgL/0Z+Z509WVpa+SCSSA0BCQgI/KirKCQAOHz4sOHHiRMt5/r//+z+rL774ot1FTh+VMWPGuH777bdmADB8+HD31gvXPmvaXZWVeDac3boPv9/IwAiZPzZZc0DZqpBcUIlxAU7wCOiOxEP7kZ98CeKg4Hb3F5mJcM4K0DZR6M8vQ2ax1WM+AoIgCILo2Oeff245YsSICg7n4R5X4uLibGbMmFEuEAi6dBDrpEmTqgBUdWUZarUaCxcudCgpKdHLzMxM5/P5TEVFBeuDDz5oCXx4PJ42KyuLp1KpKCMjI+bAgQPGNjY2dy3yGRYWVrF9+/brxcXFbKlU6jlp0qQKoVDYBACzZ88uWb169V2Leb755pu21tbWTT///PNVAEhOTjbQ19dnTp48aXjs2DHT1NTUDB6PxxQVFXEaGho6XkDwEZ+Lh70nHlZTUxOe1KKdvXv3ru3du3ctAPz+++8CIyMjzaBBg2oAYNmyZfcsDtuV5syZc+vDDz+03bVr17XHWe6jQlp8nmGu/jQ0lBYeuUUAo4HGjIfLNyoAAPa0BFyBcaezuwlNhbhxZ83Sfo3ZpMWHIAiCeKrs2bPHYty4cZVA85vugIAA8aBBgzw8PDzkERERzhqNBgCwf/9+Y19fX4lMJpOGhoa6V1VVsdasWWN969YtvT59+tDdu3en1Wo1xowZ4yoSieQ0Tct0rR1paWkGPXv2pMVisUwmk0nT09Mf+G12bGysRWRkpDPQ/HY8KirKyc/PT+Lo6Oile1MOAO+++66Np6en9P+xd+dxUdX7/8BfZ2ZghoFhGZZh3+fMxioIKqC4JrlclTBXtNRcrt3QbPmlecvM9Ko3s9LMyr6ouWSWSWlquaDmgiL7IiiLMIDsAzMMs5zfHzRcVCAr0azP8/HgoXPmLJ/POUc87/P5fN4fmqblS5YscTUtHzFihJ9CoZD5+/srNmzY0DmbOJ/PD01KSnINCgqSHj9+3OqLL75w/OSTT8r4fD4DAHZ2dsb//ve/lV3LMnz48KYvv/zSFgD27NkjjI+Pr++uzM7OzgZPT09teXl5r0/zSqXSzM3NrTN4Cg4O1lpYWDAVFRVmQqFQb2FhwQCAi4uL3tvbWwcAhw4dEshkMjlN0/KEhARvjUZzR0C0bt06xwULFrh3PX+zZs3yAIAtW7YIAwMDZVKpVD5t2jQvU2tf13Px448/WvVU3q6tE6btgI77JyIiQjJ69GhfHx8fxfjx432Mxo542M3NLXDhwoVugYGBssDAQFl2djbXtK+5c+e6R0ZG0osWLXLPycnhxsTEiBUKhSwsLEySnp7OA4Dy8nLOyJEj/SQSiVwikchNLTJvvPGGSCwWK8RisWLVqlVOQEdLjq+vr2LKlCle/v7+iqioKHFLSwsFAKmpqXyJRCIPCQmR/ve//+1sjUtJSREMHTrUv6CgwDw5Odnxo48+EkmlUvnRo0etli5d6rpy5UoRAJw/f94iODhYStO0fOTIkX63b99mAx0tbab6eXt7Bxw9etQK6Agg58+f7266J9evX+8AAEajEYmJiZ5+fn6K2NhY/9ra2s4oc/To0S2pqanWOt0d8fRjg7T4PMbc+gXB7utjqDM2wlzfDJ2FHwrrC9CmiwLPjA2/fv1RnHYRBr0e7G7ejHTN7CZuvInb/IGobdHCweqxbcEkCIIg+sA333zjUVNT80C7KDk5OaknTJhQ3tP3bW1tVHl5OVcikbSblmVlZVmmp6dn0zTdPnjwYHFycrLd6NGjVWvWrHE5c+ZMobW1tXH58uXOb731lmjDhg3KrVu3ik6fPl3o4uKiT01N5SuVSrPr16/nAEBtbS0bAKZNm+azbNmyqsTExEa1Wk0ZDIY/3GpRXV1tlpaWln/t2jXexIkT/Z955pmGgwcPWhcVFfEyMzPzGIbBiBEj/I8cOWIVFxfXsnv37hKRSGRoaWmhQkND5TNmzGhwdnY2aDQaVkBAgGbTpk2VFy9etHBxcWm3s7PrtfVq5syZ9f/+979dnn766ca8vDz+nDlz6s6fP39PoHD9+nVzrVbLioyM1JiWffTRR6L9+/fbA4CNjY3+4sWLhc8991zt2LFj6UOHDtkNHjy4ed68eXWBgYHaCRMmNL/zzjuu3t7eAdHR0c1Tp06tHzNmTItarabmz5/vc+zYsYKgoCDtxIkTvdevX++4cuXKmi5lbBgwYIAUwC0AOHDggHD58uXKq1ev8g4cOCBMS0vL53K5zIwZMzw/+ugj+8WLF9d1PRe/97rk5eVZXLt27Ya3t7cuLCxMevz4casnnniiBQCsra0NWVlZeR988IH9888/72GaM6q4uJh37ty5Qg6Hg4EDB9Iff/xxaWBgoPann36yXLhwoeeFCxcKFyxY4BkTE6NauXJlsV6vR1NTEzs1NZX/xRdf2F+5ciWPYRiEhYXJhg8frnJwcDCUlZXxdu3adWPQoEGlTz75pG9ycrLdokWL6ufMmeP97rvvlo0ZM6Zl/vz57neXXyKRtCcmJt62srIymFrmjh07Zm36fvbs2T6m7ZOSklxfeeUV188++6wcAPR6PZWVlZW3b98+m1WrVrmOHj26cNOmTQ42NjaG7OzsPI1GQ/Xv3186bty45osXL/KLioq4BQUFObdu3TILDAxUzJ49uw4A2Gw2vLy82i5cuMCPiYnpeTzFnxRp8XnMiTh81LFaEKKmoDf3AQRFyKnsaG33C4tEW2sLKgtyu92Wb8aHQOSONgvApqbj9whp9SEIgiD+DKqqqjgCgeCOwT2BgYGtcrm8ncPhYPLkyfWpqalWp06dsiwuLuZFRERIpVKpfO/evfZlZWXmd+9PKpVqy8vLubNmzfI4cOCAtZ2dnaGhoYFVXV1tnpiY2AgAfD6feRDd4saPH9/IZrMRFhbWVldXZwYAR48etT5z5oy1XC6XKxQKeXFxMS8/P58HAOvWrRNJJBJ5WFiYrKqqyiwnJ4cHdDxkzp49u6G7Y7z33nv2UqlU7uzsHFRUVNTZahMZGam5desWd/v27cIRI0bc0/3u8OHDdv7+/gqZTBa4cOHCalPrEdDR1S0/Pz83Pz8/9+LFi4UAMGjQIM3NmzezlixZUlVfX88ZNGiQ7OrVqzwbGxtjdnZ27gcffFDq6OionzVrlt/mzZvtMzIyeO7u7tqgoCAtAMyePbvu7Nmzgq5lcHV11Xt4eGh//PFHy6qqKvaNGzd4I0eObDl69KggOzubHxwcLJNKpfKzZ89a37hxg/tr5+J+BQYGtvr5+enYbDYUCoW6uLi48z6ZNWtWPQDMmzevPj09vTNQnDRpUgOHw0FTUxMrPT3dKiEhwU8qlcoXLVrkVVNTYwYA58+fF7z00ku3AYDD4cDe3t5w6tQpqyeffLLR2traaGNjYxwzZkzDyZMnBQDg5uamHTRokAYAQkND1SUlJdy6ujq2SqVijxkzpgUAnn322brfUre7t583b17dhQsXOuuRkJDQAACDBg1qvXXrljkAnDhxwnr//v32UqlUHhoaKmtoaODk5ubyTp8+LZg8eXI9h8OBt7e3buDAgXfMcu/g4KD/tZbCPyvS4vOYk8ickZ9bg6hbdbiksAXjqEN6WSPCvITwCg4F28wMxVcuwkMR1O32YlsxKh3KYVtTD3h3BD4xYjLWhyAIgvif3lpm+oqlpaWxvb39jhe0FHVnYwxFUWAYBtHR0c2HDx++2dv+HB0dDdnZ2blff/219ZYtW5z27dsn3LZtW1kfFB08Hq8zmGAYpvPPpKQk5UsvvVTbdd2UlBTB6dOnBWlpafkCgcAYEREh0Wg0LAAwNzc3msayyOVyrVKpNG9oaGDZ2dkZX3jhhboXXnihTiwWK+5upRo9enTjv//9b49jx44V1NTU3PGsZxrjc+LECcv4+HjxxIkTmzw9PXvNHmFjY2OcNWtW46xZsxoTExNx6NAhm379+rVxOByMHTtWNXbsWFVQUJBm586d9uHh4ffVCvDUU0817Nmzx04qlbbFxcU1sFgsMAxDJSQk1H344YcVd6/f9Vz0hsPhMKYukEajETqdrvPccLnczuvCZrOh1+s7v2Ox/nerURTVuZ6VlZURAAwGAwQCgT4/P7/7t8l3MV337pibm3ctB6PRaFgMw9xzfz9IpnuSw+HAdL8wDENt3LixLD4+/o633ikpKTa9lUWr1bL4fP5jOfkjafF5zMlHxoJvsIBVbQXAGKC3dsLl8o7/n8x5FvAMCEZx2qUe/wH62/mj2AFov62FyMoMeUpVt+sRBEEQxMPk6OhoMBgMlFqt7nwCy8rKsszPzzc3GAw4cOCAMCYmRhUbG9ualpZmZRqXoVKpWJmZmVwAsLS0NJgykCmVSo7BYMDs2bMbV69eXZGVlcUXCoVGZ2fn9p07d9oCgEajoUxZ4Hx8fBQPsj5xcXHNO3fudDCV5+bNm2YVFRWcxsZGto2NjUEgEBjT09N5GRkZ3WZGEwgExilTptTOmTPH03RO9Hr9HQ/2JgsXLqx98cUXKyMiIjT37qnDiBEjWidNmlS3bt06UW/lPnbsmKVprEhbWxtVWFjI8/b2bs/IyOB2ze6Vnp5u4e7u3h4SEtJWUVFhbroeycnJ9jExMfc8XMyYMaPh6NGjdl9++aVw2rRp9QAwevTo5pSUFLuKigoOAFRXV7MLCwvvab0DgH/+859uycnJtncv9/Lyar9y5QofAHbv3m3bNbjpTXJyshAAPv30U7vQ0NB7JjYUCoVGd3f39s8++8wO6Aiqfv75ZwsAiIqKUq1fv94R6Lgm9fX1rGHDhrV8//33tiqVitXc3Mz6/vvv7YYOHdrjQ5aDg4PBysrK8MMPP1gBwOeffy7sbj2BQGBQqVTsu5fb29sbrK2tDabxO59++qn9wIEDW3qr88iRI5u2bt3qaEpKkZmZyW1ubmYNGTJE9eWXXwr1ej1KS0vNLly4cEeL3c2bN7mhoaFtve37z4oEPo85rp0QdgY+apkGiDRa6HgyXKv9ufN7v7BINFYrUV/R/cs6sa0YZb9kdhvOryNd3QiCIIg/jcGDBzcdO3ass7tOSEhIy4svvuhO07TC09NTO3PmzEZXV1f9tm3bSqZMmeJL07Q8LCxMmpWVxQOAWbNm1cbFxYkjIyPpkpISs+joaIlUKpU/++yzPqtWrboFALt27br54YcfOtE0LQ8PD5eWl5dzlEolh2GYHh+Yg4OD5SKRKEgkEgXNnTv3nrEY3Zk0aVJzQkJCff/+/aU0TcsnTpzo19jYyI6Pj2/S6/UUTdPy1157zTU4OLjH2cTfe++9CmdnZ51UKlXIZDJ5//79pU8//XStl5fXHSPN/fz8dK+//npNT/sx+fe//121b98+h4aGBhbQMcanazrrgoIC88LCQl5UVJSEpml5QECAPCQkRD1r1qyG5uZmdmJioo+fn5+Cpml5fn6+xbp16yr5fD7z0UcflSQkJPjRNC1nsVhYtmzZPZnHHB0dDWKxWFNRUcEdOnSoGgDCwsLaVqxYUTF8+HCapmn5sGHD6J66VOXm5lq4urreM8L++eefv33+/HlBYGCg7MKFC5YWFhb31TKh1WqpoKAg6ZYtW0SbN2/u9qFpz549N3bs2OEgkUjkYrFY8dVXX9kCwNatW8tOnz4tMJ2jq1evWkRHR6unTZtW169fP1lYWJhs5syZt6OionoMRAHg008/LfnXv/7lGRISIjUljbhbfHx843fffWdrSm7Q9bsdO3bcfOWVV9xpmpZnZmZarF27ttfxUEuWLKmVSqVtgYGBMrFYrJg3b56XTqejZs6c2ejr66uVSCSKOXPmeEZERHQGbOXl5Rwul8vcfc89LqjemuL+zsLDw5m0tLRHXYz7cnTjx7igqsQtnyikeDrCOm8zfk7cCnsrLlT1tfh44WxET52FyAkJ92xb2FCI19+fiDe+MOLGjKeRpIlAzpujYc4hMTFBEMTfCUVRVxiGCTd9zsjIKAkODq7tbZu+du7cOYv169c7f/PNNzdTUlIEGzduFJkGnfelPXv22BQXF3NXrFjxq8ED8WhER0eLz549e/1B7MvNzS0wLS0tz8XF5fdNGPU38uabbzpZW1sblyxZ8kh/N/yajIwMh+DgYO+7l5On28dY/Y08nHxvJvwlIpgZzeBxuwoAwAg5SC/rGBMnEDpA5CvuMa21j7UPlI4dfWa964uhMzAoqum1ZZQgCIIgHoqoqChNbGxs8++dwPT3mjp1ahMJev7cHlTQQ/w2tra2hsWLF/+pg57ekMDnMXbt0BswBp5HZel34GvtQLWUgmM0QscX49iNLt3dwiOgvF6A1sZ7k6GYsc0gdPGBxgKwqroFgGR2IwiCIP48kpKS6kyD6B9Gaw/x91NRUZFFWnvuzwsvvFD3qCZyfRBI4PMYk498CUYD0GK4BicOYIQedGMbdFw5rtw+37meX1gkwDC4kX652/342/mjwoECU1UPcw6LBD4EQRAEQRDEXw4JfB5jzgHhaFPyQDk3Q+ZrAxbDhl9dLQzmbqhirndmcnP08oHAwRHFaZe63Y/YVoxiR6DtthYSR0vkVZHAhyAIgiAIgvhrIYHPY46psIa5gw6WbhS4WjtYNXckImkXiPBzWQGAjnkO/MIiUZqZDp323uyD/nb+KHegwOgoDOHVIE+p6jX/PEEQBEEQBEE8bn418KEo6gWKoqypDp9SFHWVoqhRD6NwxK+zYYcAACrLvoJluwUELbWw0Buh48pwqPDHzvX8wiOhb9eiLDvjnn2IbcW45dDx9/6qXNS3tuO2Svswik8QBEEQBEEQD8X9tPg8yzBMM4BRABwBPANgbZ+WirhvAeP/hfYWDrTm1+Fvw4DNAP4NKlDm/ZBWc65zPQ95AMwt+ChOuze7m5uVG26LeB1/rykGAOSScT4EQRDEI9bS0kL1799f8nuzuq1atcrJNCHpg+Lm5haoVCo5XZft3r3b5rXXXnN+kMfpTkREhOTMmTP83sqTkpIiGDp0qD/QMefK0KFD/SUSidzPz08xZMgQ/972X1BQYC4Wix/oxK3d6VpmPp8f+mtlWLp0qevKlStFABAfH+/t5uYWKJVK5XK5XHbixIluJ3x9mDZv3myfmJjoCQD/+c9/HD/44AN70/KSkpLOTABPP/2015UrV3h9WZZLly5ZxMfHe/flMR5n9/PLwDSB15MAdjAMk9FlGfGI2Utl0JTywRap4SGxhlm7DRyalNBwbaE0KtGq65gHjc0xg09IGIqvXAJjvHMuLzaLDUc3f6gtAF5lR1e5PGWPkwsTBEEQxEPx/vvvO4wfP76Bw+H8+srd2LZtm6ilpaXPu/VPnz69ac2aNVV9eYzfE/y98sorbsOGDWsuKCjILS4uzvnPf/5T0QdFu4dO17dzW65evfpWfn5+7urVqysWLVrkdff3Dzv9eVcvv/zy7cWLF9cBwK5duxzKyso6A599+/aVhoWF3Tvm4AHR6XSIiIjQKJVK8+vXr5v31XEeZ/fzy+AKRVHH0BH4/EBRlADAfc2CSzwkShuwuAzaLW/AvM0B9o0dE/UyXDlSy//X6uMXHgl1UyOqiu9NfS+2FeOWIwV9ZR1cbXgksxtBEATxyO3fv99+8uTJjUBHS0Z4eLhk5MiRfn5+fopp06Z5GgwGAMDBgwetQ0JCpHK5XBYXF+fb1NTEWr16tVNNTY3ZkCFD6MjISFqv1yM+Pt5bLBYraJqWv/nmm04AkJ2dzR00aBAtkUjkcrlclpOTw/2t5ez6xj8+Pt579uzZHqGhoVJ3d/fAHTt22JnWe/3110UBAQEymqblS5YscTUtHzFihJ9CoZD5+/srNmzY4GBazufzQ5OSklyDgoKkP/74o9VvLVdVVZWZh4dHu+lzZGSkBgCMRiPmz5/vbjoX27dvt7t726CgIGlaWlpn60RERIQkNTWV39zczEpISPAOCAiQyWQy+a5du2xN5yAuLs532LBh/jExMfRvLevvMXr0aFV5eTkX6GhFWrZsmUtYWJjks88+s+vungCA06dP80NDQ6USiUQeGBgoa2hoYKnVauqpp57ypmlaLpPJ5IcPHxaY6jRq1Ci/mJgYsZeXV8CCBQvcTcd+77337L29vQP69+8vOX/+fOe1MbVO7dixwy47O5ufmJjoK5VK5S0tLVTXFrtt27YJaZqWi8VixcKFC91M2/P5/NDnn3/eTSKRyIODg6Xl5eUcAKisrOQ88cQTfgEBAbKAgADZsWPHLE3Hmzp1qldUVJR40qRJPgAQFxfX+H//93/3XFMCuJ9XKHMAhAC4wTCMmqIoe3R0dyP+JJysB6HNuA8NjcfghFlQtTbDql0PATsa3xX9hNG+HUOyfELCQbFYKL5yES5iyR37ENuJcdMBkGRpIRNZkcCHIAiC6JSb94pHa0sh/9fXvH+WVrRaLltX3tP3bW1tVHl5OVcikXQ+uGdlZVmmp6dn0zTdPnjwYHFycrLd6NGjVWvWrHE5c+ZMobW1tXH58uXOb731lmjDhg3KrVu3ik6fPl3o4uKiT01N5SuVSrPr16/nAEBtbS0bAKZNm+azbNmyqsTExEa1Wk0ZDIY/3KulurraLC0tLf/atWu8iRMn+j/zzDMNBw8etC4qKuJlZmbmMQyDESNG+B85csQqLi6uZffu3SUikcjQ0tJChYaGymfMmNHg7Oxs0Gg0rICAAM2mTZsqAeD111//TeX45z//WTN79mzfrVu3qmNjY5sXLlxY5+3trUtOTrbNysqyyMvLy1EqlZyIiAjZqFGj7pi9PD4+vn737t3C8PDwytLSUrOamhqzmJgY9eLFi92GDh3a/OWXX5bU1tayw8PDZePHj28GgKtXr1plZmbmiEQiwx89h/dj7969tmKxWGP6zOPxjFeuXClQKpWccePG+d19T6xevbpq+vTpfrt37y4eMmSIur6+nmVlZWVcvXq1CAAKCwtz09PTeU8++aS4uLg4GwByc3P5GRkZuRYWFkZ/f/+AZcuWVZuZmWHt2rWuV65cyRMKhYZBgwZJAgIC1F3L9swzzzRs3brVacOGDeWDBw++47uSkhKzN954w+3KlSt5jo6O+piYGHrnzp22M2fObNRoNKyBAwe2vP/++xULFixwf//99x3/85//KOfPn++xdOnS6ieeeKLl+vXr5k888YT4xo0bOQCQmZnJv3jxYr6VlRUDAJGRka1r1651AVDdx5fgsfOrgQ/DMEYAV7t8rgNQ15eFIn4byeincD7nW1hYVMLX1YiyRku4NdWjRuCHizVbYGSMYFEs8Kys4C4LQHHaRURPSbxjH/62/jj4S2a3KE41TtVy0KYzgGfGfkS1IgiCIP7OqqqqOAKB4I4+S4GBga1yubwdACZPnlyfmppqxePxjMXFxbyIiAgpAOh0OiosLKzl7v1JpVJteXk5d9asWR7jxo1rmjhxYnNDQwOrurraPDExsREA+Hw+A+APpzUdP358I5vNRlhYWFtdXZ0ZABw9etT6zJkz1nK5XA4AarWalZ+fz4uLi2tZt26d6LvvvrP9pd5mOTk5PGdn51Y2m43Zs2ffO/v4r6CojtgtPj6+OTo6Ouvrr7+2OXr0qE1YWJg8KysrJzU1VTB58uR6DocDDw8PfWRkZMvZs2f54eHhnUFEYmJiw4gRI+h33323Mjk52W7cuHENAHDq1CnrH374wXbz5s3OAKDVaqmioiJzAIiJiWn+o0GPqey9LV+xYoX7unXrXIRCoe7TTz8t6VrmX8po2d09kZmZyXNyctINGTJEDQBCodAIAOfPn7d6/vnnawAgNDS0zdXVtT0rK4sHANHR0c329vYGAPD3928rLi7m1tTUcAYMGKBydXXVA8CkSZPqCwsL73vsztmzZy27bv/000/Xnz592mrmzJmNZmZmzJQpU5oAICwsrPXEiRPWAHDu3Dnr69evW5j20dLSwm5oaGABwOjRoxtNQQ8AuLi46Kurqx/fWUb70O/rNEv8qdgHhUD9PR9WA+pgywDmFxzh2KhEgaMTrA22yKvLg8KhY5ygX1gkTiVvR2N1FWxF/xuH6W/rj3LHjl8qQY05MBiDUFTTggA3m0dSJ4IgCOLPo7eWmb5iaWlpbG9vv6NL/t0PxRRFgWEYREdHNx8+fPhmb/tzdHQ0ZGdn53799dfWW7Zscdq3b59w27ZtZX1QdPB4vM6HUNP0EAzDICkpSfnSSy/Vdl03JSVFcPr0aUFaWlq+QCAwRkRESDQaDQsAzM3Njb82vsnOzk5fW1vLdnFx0QNAXV0dWygUdgaMIpHIsGDBgvoFCxbUDx061P/YsWNW9zNlhY+Pj87W1lZ/8eJFi4MHDwq3bdtWaqrHgQMHioKDg+9I/3r27FlLPp//h4dCiEQifVNT0x1vXevr69k+Pj6dx1u9evWtZ5555p6AUCAQGE1l7O6euHjxogVFUfdUvrfzYW5u3vklm81mdDodBfQcoN2P3o7H4XAYFotl+jv0ej1l2iYtLS2va4BjYmlpecd512g0LB6PR4aldIPM4/MXwGKxwFEKAQAtZhdgobWFa2PH71UPZhRO3zrdua5fWAQA4MaVO7O7OfGd0OTS0UVVpCwEQDK7EQRBEI+Oo6OjwWAwUGq1uvMJMysryzI/P9/cYDDgwIEDwpiYGFVsbGxrWlqaVXZ2NhcAVCoVKzMzkwsAlpaWBtPYDqVSyTEYDJg9e3bj6tWrK7KysvhCodDo7OzcvnPnTlsA0Gg0lCkLnI+PzwPNbhYXF9e8c+dOB1N5bt68aVZRUcFpbGxk29jYGAQCgTE9PZ2XkZHxm7KUDRo0SPXpp5/aAx2D+nfv3m0fGxurAoBvv/1WYKpPQ0MDq7S0lOvj49M+ZMgQ1YEDB4R6vR6VlZWcS5cuWcXExLTeve+nnnqqfs2aNc4qlYodERGhAYChQ4c2b9y4UWT8JVHSuXPnLO7ezuT3nEMbGxujk5OT7tChQwIAqK6uZp86dcpm2LBh97Ti9aSneyI4OLiturra/PTp03yg45zodDpER0e37Nq1SwgAmZmZXKVSaR4UFNRjEoLBgwe3XrhwQVBVVcXWarXU119/3e14GisrK8PdQZxp+4sXLwqUSiVHr9fjyy+/FMbGxvZav+jo6OZ169Y5mT6fP3++x/Oem5vLlUgkmp6+/zvrMfChKCqNoqj3KIoaTVFUn6beI/44F6cI6NRstBquwM2iESJVGyzb28Fwg3Gy7H+Bj62zC+zdPVF8V+BDURSc3SRotQDYt8pgYcYm43wIgiCIR2rw4MFNx44d6xw4HhIS0vLiiy+60zSt8PT01M6cObPR1dVVv23btpIpU6b40jQtDwsLk5q6Kc2aNas2Li5OHBkZSZeUlJhFR0dLpFKp/Nlnn/VZtWrVLQDYtWvXzQ8//NCJpml5eHi4tLy8nKNUKjkMw/T4Sj84OFguEomCRCJR0Ny5c917Wq+rSZMmNSckJNT3799fStO0fOLEiX6NjY3s+Pj4Jr1eT9E0LX/ttddcg4OD7wlAupo4caLYdOy4uDjfd955R1lcXMz9JTmD3NfXV7tw4cI6ALh8+TI/JCRERtO0PCIiQjZz5szaIUOGqGfOnNmoUCg0MplMERsbS7/55pu3PD0970mFNmPGjIbvvvtO+I9//KPetGzt2rWVer2ekkqlcrFYrFixYoXb3dsBHYFmb+fQpK2tjWWqj0gkCnrjjTdE//d//3dzzZo1LlKpVD5kyBDJK6+8UqlQKO57gsGe7gkej8fs3r27+F//+penRCKRx8bG0mq1mvXyyy/XGAwGiqZp+dNPP+23bdu2EgsLix6bZby8vHSvvPJK5YABA2TR0dF0UFCQurv1EhMTa59//nkvU3KDrtuvXLmyYsiQIbRMJlMEBQWpZ8yY0dhbnT7++OPyq1evWtI0Lffz81N88MEHjj2t+9NPP1mPHTu26T5O1d8O1VNzG0VRHADRAEYDGIqOcT0/ADjCMEzhQyvhIxIeHs6kpaU96mLct4rU0zifswR23s0QFK3AqVIdDoe7oNHaFe7lL2PnjD1w5Hf8G0nd83+4/O1XWLT9C/Cs/pckZvWF1VCs/AIhOg6SntoKCzMW9j438FFViSAIgniIKIq6wjBMuOlzRkZGSXBwcG1v2/S1c+fOWaxfv975m2++uZmSkiLYuHGj6OTJk0V9fdw9e/bYFBcXc1esWFHT18f6qyLn8NHQaDTUgAEDJGlpaflmZn/fYT4ZGRkOwcHB3ncv77HFh2EYPcMwpxiGeZVhmEh0ZHdTAVhNUdRViqK29F1xid/KZWAUWkv4oMwZmDlVgNvmANfG26jlsdCvbTjOVpztXNcvLBKM0Yib1+4M7Pxt/VHiALTVtkMuskSeUtVrP1SCIAiC6EtRUVGa2NjY5oc9L8vUqVObyAP7H0PO4aNRVFRk/vbbb1f8nYOe3tz3GB+GYZQMw3zGMMxkAOEAdvddsYjfisXhwLxaCIYBWrmXwNdz4NnQ0TJtYRaJ0+X/6+7m4k+Db2OL4rQ7u7v52/rjlgMF6ChEspRo0uhQ1dxn82wRBEEQxK9KSkqq43A4GDt2rOphtPYQxOMsMDBQO3bsWDILfQ9+V3IDhmGMDMOc+/U1iYfJzUMBdQ0P7WbX4WF/G86NbFi2aZBva4Wm69VoN3RMhUCxWPALi8DNa1dg0P9vdmWxnbgzs5v0diYAkHE+BEEQBEEQxF8Cyer2F+I1MBqqciswXC0cPdvA0rjBrfE2LgvZGFgfjLTq/3Vt8wuPRLtGjVu5OZ3LbLg2aHOzBwDY3eoYxpWnJC8NCIIgCIIgiMcfCXz+Qtxjh6GljA+KAvR2WTDX2sKtsRbN5my4M/1xvvR/jXSeAcHgmHPvye7m4iFFCx8wlJTAQ2hBUloTBEEQBEEQfwm/GvhQFEVTFPUjRVHZv3wOoihqRd8XjfitOBYW4NfbwNDGgoZ/DdacRkjrO1pscmwt0ZSt7ExWYMblwSsoBMVXLt6RwMDf1h9lDhS0t25D6mxNuroRBEEQBEEQfwn30+KzHcD/A6ADAIZhMgFM6ctCEb+fq4cPmsstYTC/DTdRE2zrbGCtacVpewNCqv1R0lzSua5fWCSab9egtux/yzoCn47MbjKRFUpqW6FpNzz8ihAEQRB/ey0tLVT//v0lvzer26pVq5xME3g+KG5uboFKpZLTddnu3bttXnvtNecHeZzuRERESM6cOcPvrTwpKSmCoUOH+gNAeXk5Z+jQof4SiUTu5+enGDJkiH9v+y8oKDAXi8UPdOLWv7KlS5e6rly5UgQASUlJrt98840AuPe+GzJkiH9tbe09E5k+SHw+PxQAKisrOTExMeK+PNbj7H5+GfAZhrl017KHm1eSuG+eEQPRfMsKFJuBlVsFWBoXuDbeRpYdFyEtcvxc9L+01r79+gMUdUd2N9qO7khwoKMQZrwFIwMUVpNxPgRBEMTD9/777zuMHz++gcPh/PrK3di2bZuopaWlz7v1T58+vWnNmjVVfXmM3xP8vfLKK27Dhg1rLigoyC0uLs75z3/+U9EHRbuHTqf79ZX6wMNOe97Vpk2bKidMmKAC7r3vTp8+XeTg4PBQ3iK7urrqRSKR7tixY5YP43iPm/v5ZVBLUZQfAAYAKIp6CoCyT0tF/G5eI59AS2nHvd5uew0sxgzeDQ3QmnFwU2AG1bX//V62tLWDiz+Noi6Bj4+NDyocOjK7+VaRzG4EQRDEo7N//377yZMnNwIdLRnh4eGSkSNH+vn5+SmmTZvmaTB0PEsePHjQOiQkRCqXy2VxcXG+TU1NrNWrVzvV1NSYDRkyhI6MjKT1ej3i4+O9xWKxgqZp+ZtvvukEANnZ2dxBgwbREolELpfLZTk5OdzfWs7NmzfbJyYmegJAfHy89+zZsz1CQ0Ol7u7ugTt27LAzrff666+LAgICZDRNy5csWeJqWj5ixAg/hUIh8/f3V2zYsMHBtJzP54cmJSW5BgUFSX/88Ucr/EZVVVVmHh4e7abPkZGRGgAwGo2YP3++u+lcbN++3e7ubYOCgqRpaWk80+eIiAhJamoqv7m5mZWQkOAdEBAgk8lk8l27dtmazkFcXJzvsGHD/GNiYujeymVqnQCAHTt22MXHx3sDPZ+73q793edoy5YtwsDAQJlUKpVPmzbNyxQMHThwwFoul8skEol84MCBNABUV1ezR4wY4UfTtDw4OFh68eJFC6CjJSchIcE7IiJC4u7uHrh69WonU3lfeeUVZ29v74BBgwbR169f77xX4uPjvXfs2GF3930H3Nkq98Ybb4jEYrFCLBYrVq1a5QR0tLT5+voqpkyZ4uXv76+IiooSt7S0UACQk5PDjYmJESsUCllYWJgkPT2dBwD5+fnmISEh0oCAANkLL7zQeS8BwIQJExqTk5Pte7sGf1f38wrlnwA+BiClKKoCwE0AM/q0VMTvZm5tA2stD9rb5qDsrsPBohLymjYclQMpIjXGlTtD1a6CwFwAoKO729m9yVDV10IgdADfjA+jpzOACljczIGluZwEPgRBEH9zSXllHvmtbfxfX/P+SS156k0yz/Kevm9ra6PKy8u5Eomk88E9KyvLMj09PZum6fbBgweLk5OT7UaPHq1as2aNy5kzZwqtra2Ny5cvd37rrbdEGzZsUG7dulV0+vTpQhcXF31qaipfqVSaXb9+PQcATF2Ppk2b5rNs2bKqxMTERrVaTRkMBuqP1q26utosLS0t/9q1a7yJEyf6P/PMMw0HDx60Lioq4mVmZuYxDIMRI0b4HzlyxCouLq5l9+7dJSKRyNDS0kKFhobKZ8yY0eDs7GzQaDSsgIAAzaZNmyoB4PXXX/9N5fjnP/9ZM3v2bN+tW7eqY2NjmxcuXFjn7e2tS05Ots3KyrLIy8vLUSqVnIiICNmoUaNaum4bHx9fv3v3bmF4eHhlaWmpWU1NjVlMTIx68eLFbkOHDm3+8ssvS2pra9nh4eGy8ePHNwPA1atXrTIzM3NEItHvbt3o7twB3V/7Z555pqHrObp69Spv3bp1zmlpaflcLpeZMWOG50cffWQ/adKkpsWLF3ufOnUqXyqVtldXV7MB4OWXX3YNDg5Wnzhxovjbb78VzJo1yyc/Pz8XAIqKinjnz58vaGxsZMtksoCXXnrp9qVLlyy+/vprYVZWVq5Op0NISIg8NDRU3bX8K1asqOl633X9LjU1lf/FF1/YX7lyJY9hGISFhcmGDx+ucnBwMJSVlfF27dp1Y9CgQaVPPvmkb3Jyst2iRYvq586d6/Xxxx+XBgYGan/66SfLhQsXel64cKFw0aJFnnPnzr29ePHiunfeecex63GioqJaV61adUcwRHT41RYfhmFuMAwzAoAjACnDMNEMw5T0ecmI383ZxR2N5QIY2Rq4uDeCf9sNtmoVzttxIGnzRlruz53r+oVHAgBuXLncuczFQw4VH2i/cRNSF2uS0pogCIJ46KqqqjgCgeCOB8fAwMBWuVzezuFwMHny5PrU1FSrU6dOWRYXF/MiIiKkUqlUvnfvXvuysjLzu/cnlUq15eXl3FmzZnkcOHDA2s7OztDQ0MCqrq42T0xMbAQAPp/PCAQC4x8t+/jx4xvZbDbCwsLa6urqzADg6NGj1mfOnLGWy+VyhUIhLy4u5uXn5/MAYN26dSKJRCIPCwuTVVVVmeXk5PAAgM1mY/bs2Q2/9fgU1RG7xcfHNxcVFWU988wztQUFBRZhYWHyyspKTmpqqmDy5Mn1HA4HHh4e+sjIyJazZ8/eEdgmJiY2fPvtt3YAkJycbDdu3LgGADh16pT1u+++6yKVSuXR0dESrVZLFRUVmQNATExM8x8JeoDuzx3Q/bUH7jxHR48eFWRnZ/ODg4NlUqlUfvbsWesbN25wT506ZRkREaGSSqXtAGAq46VLlwRz5syp++W4qsbGRk5dXR0bAEaNGtVoYWHBuLi46IVCoe7WrVuckydPWj355JONAoHAKBQKjaNGjWr8LXU7deqU1ZNPPtlobW1ttLGxMY4ZM6bh5MmTAgBwc3PTDho0SAMAoaGh6pKSEm5TUxMrPT3dKiEhwU8qlcoXLVrkVVNTYwZ0BJnz5s2rB4D58+fXdT2Oq6urvqam5p5/A8R9tPhQFGULIBGANwCO6R8TwzD/6suCEb+fZ1h/lKTlQdSvDmzHHFDX5XBtqEOhyB3tVCuarlQAIR3r2rt7wkbkjOIrFxE8Mg5Ax0SmZQ4n4FBRC6mzAN9mVIJhmM5fpARBEMTfS28tM33F0tLS2N7efscL2rv/H6IoCgzDIDo6uvnw4cM3e9ufo6OjITs7O/frr7+23rJli9O+ffuE27ZtK+uDooPH43WmSzVlTmUYBklJScqXXnqptuu6KSkpgtOnTwvS0tLyBQKBMSIiQqLRaFgAYG5ubvy18U12dnb62tpatql1oa6uji0UCjsDRpFIZFiwYEH9ggUL6ocOHep/7Ngxq67ZXHvi4+Ojs7W11V+8eNHi4MGDwm3btpWa6nHgwIGi4OBgbdf1z549a8nn8+8raOx6HTUazR0Xtbtzd/c2XT93PUcMw1AJCQl1H3744R1jmXbv3m3T3TNMd+eBoigGALhcbueXbDYber2e6q4cv0Vv593c3Lzr8RiNRsMyGAwQCAR6UyvU3VgsVrc7VKvVFJfL/cMB/F/R/Yzx+R4dQU8WgCtdfog/Ke9RcWit5sHYTkFnlwU22kHXN0LP4eB713p4ltp3DgCkKAr+4ZEoy85Ae5sGACC2FaPMEdD+ktlN1abHrQbNo6wSQRAE8Tfj6OhoMBgMlFqt7nzSzMrKsszPzzc3GAw4cOCAMCYmRhUbG9ualpZmlZ2dzQUAlUrFyszM5AKApaWloampiQUASqWSYzAYMHv27MbVq1dXZGVl8YVCodHZ2bl9586dtkDHQ7gpG5ePj88DzW4WFxfXvHPnTgdTeW7evGlWUVHBaWxsZNvY2BgEAoExPT2dl5GR8ZsGpQ8aNEj16aef2gMdg/t3795tHxsbqwKAb7/9VmCqT0NDA6u0tJTr4+PTPmTIENWBAweEer0elZWVnEuXLlnFxMS03r3vp556qn7NmjXOKpWKHRERoQGAoUOHNm/cuFFkNHY8V587d86ip7L1dA7t7e11V69e5RkMBhw6dOie8UXd6e7a373O6NGjm1NSUuwqKio4QMcYnsLCQvOhQ4e2Xrx4UZCfn29uWg4AAwYMUO3YscMe6AhA7ezs9EKhsMeAYdiwYS3fffedbUtLC9XQ0MA6fvy4bXfrdb3v7t7++++/t1WpVKzm5mbW999/bzd06NAeu9UIhUKju7t7+2effWYHdIzN+vnnny0AoF+/fi3bt28XAsD27dvvGM+TnZ3No2maPLh1434CHx7DMEsZhtnBMMz/mX76vGTE78YXiWBjZKOtjA8DvxouNkrIKzou9XE7Ck7tdijIyuhc3y8sEgadDqWZ6QA6UlrfcujI7Bak63gZll9FursRBEEQD9fgwYObjh071jmoPyQkpOXFF190p2la4enpqZ05c2ajq6urftu2bSVTpkzxpWlaHhYWJs3KyuIBwKxZs2rj4uLEkZGRdElJiVl0dLREKpXKn332WZ9Vq1bdAoBdu3bd/PDDD51ompaHh4dLy8vLOUqlksMwTI+v9oODg+UikShIJBIFzZ071/1+6jJp0qTmhISE+v79+0tpmpZPnDjRr7GxkR0fH9+k1+spmqblr732mmtwcPA9AUhXEydOFJuOHRcX5/vOO+8oi4uLub8kZ5D7+vpqFy5cWAcAly9f5oeEhMhompZHRETIZs6cWTtkyBD1zJkzGxUKhUYmkyliY2PpN99885anp+c9KdFmzJjR8N133wn/8Y9/1JuWrV27tlKv11NSqVQuFosVK1ascOuunL2dwzfffLPiH//4h//AgQMlIpHovlLAdXft714nLCysbcWKFRXDhw+naZqWDxs2jC4vLzdzdXXVb968uWTixIn+EolEPnHiRF8AWLduXeXVq1f5NE3Lly9f7vb555/32moYHR2tnjhxYn1AQIBi7NixfhERES3drdf1vrt7+2nTptX169dPFhYWJps5c+btqKioXgOUPXv23NixY4eDRCKRi8VixVdffWULAFu2bCn7+OOPnQICAmRNTU13pMo+fvy4YPTo0U297ffvivq15k6KopYAaAGQAqCzWZNhmPoeN/oLCA8PZ9LS0h51MX63lH/OQ519Dtxjq2Gek4iMnGh8OMYMHL0eBy8ZUeWjQsxzEwEABr0eHz03A37hAzB6URJ0Bh0S3wnDyl06iFbMR1iOGEtG0PjXcJIWniAI4q+KoqgrDMOEmz5nZGSUBAcH1/a2TV87d+6cxfr1652/+eabmykpKYKNGzeKTp48WdTXx92zZ49NcXExd8WKFTV9fay/qgd5Dh/mtf8rCA8Plxw5cqTI0dHxbzsRY0ZGhkNwcLD33cvvJ6tbO4D1AJbjl5TWv/zp+8BKRzxwHkGhuHGxDO6oBhwzQSEGbg31yHN1R7rjNYSWeoPRGUGZscDmcOATGo4bVy/BaDTAjG0GytsDwA0whVnwEgaTzG4EQRDEQxcVFaW5fPly88Oen2Xq1KnkbfkfRM7ho1FZWcl54YUXqv/OQU9v7qer21IA/gzDeDMM4/PLDwl6/uR8noiDrtUMhkYOdLbXwWOpEFijgoHNwVknNiwMXFRdu9G5vl94JDSqZigLCwAA7p4KNFsC2hs3IXOxJoEPQRAE8UgkJSXVcTgcjB07VkXe+P89kWt//1xdXfXddQMkOtxP4JMDQP2raxF/KtbePrAyMFDftAJj1gpXxwr437IEGAZ5HFvUchpx+/L/urJ6B/cDi81B8ZWOyUzFtmKUOVDQVNRC6myN0no1WrWPbkZkgiAIgiAIgvgj7ifwMQC4RlHUNoqiNpt++rpgxB8nEjqgtswKoABLt2ygzRa2KhVuc61xSZgDm3JzGFo7xhRy+ZbwUASiKK0j8PG39Ue5gymzmyUYhiQ4IAiCIAiCIB5f9xP4fAPgbQDnQdJZP1bcFUForrEEYwCMDh0p4H3r6lFjbYs6FzbYDAuqa8rO9f3CItBQeQv1lbfgb9eR2Y3SUZC3lQAA8qtIdzeCIAiCIAji8fSrgU/XFNYknfXjxWfYSDBGFgxVfBisK2BjXoOgKg2MLDZuGh1xk1uBukulnev7hUUCAIqvXIKblRtqnDom/bUpvgwBj0PG+RAEQRAEQRCPrR4DH4qi9v/yZxZFUZl3/zy8IhK/l31gECwMRrQWCwCWEc6uRXBT2oAyGlFmtMJpm6vgVgO62x1DuKwdneDo5YPitItgUSxw/XwAAO25mZA5WyNPSbq6EQRBEA9PS0sL1b9/f8nvzeq2atUqJ9MEng+Km5tboFKpvCMr7u7du21ee+015wd5nO5ERERIvL29AyQSibxfv37SjIwMLgBotVpq0aJFbl5eXgFisVgRGBgo279/vzUANDU1saZPn+7p4eERIJPJ5AqFQrZx40YHAPhlQlcPsVisoGlaHhAQIDNN8tmT7ur/oMXHx3vv2LHDzlTnM2fO8HsrQ0pKimDo0KH+ALB582Z7Ozu7YKlUKvfz81OY6vooFRQUmIvFYgUAnDlzhj979mwPoKPcx48f75yw9j//+Y/jBx98YN/Tfh6EtrY2Kjw8XKLT3df0SX85vd24L/zy59iHURCibzhZ2+F2WTtsAJg5Z4JVMgh2zSooBXZo5VIw1jBQp9fAZpQ3AMAvfAAuHtwHdXMT3DwC0GSZB5sbNyELE+DAlVswGhmwWD3O6UYQBEEQD8z777/vMH78+AYO5/c9Z2/btk00b968eoFAYHzARbvD9OnTmwD0afpmU/CXnJx8Y/DgweoNGzY4LFmyxOOnn34qWrJkiWtVVZVZfn5+joWFBVNeXs754YcfBL+Uzdvb21tbUlKSzWazUVlZyfnwww8dAOCTTz4RmrZjs9koLi42s7a27tNzBQBGoxEMw4DNZv/6yr/DuHHjGpKTk8sqKio4AQEBismTJzd6eHh0Rs86nQ5mZmZ9cuxfM3jwYPXgwYPVAPDTTz8JrKysDCNHjmwFgJdffvl2Xx5br9eDx+MxQ4YMaf7kk0+ECxcu/EvPydmdHt+CMAxjGvyxiGGY0q4/ABY9nOIRf5QbLUNLKw+Mlg2DUyEoGCC53YAagR1sGA9cs8xH85VKmCay9Q+PBMMYcTM9Df62/ihzoKCuqIXUxRqt7QaUN5AEfwRBEMTDsX//fvvJkyc3Ah1vx8PDwyUjR4708/PzU0ybNs3TYOiYquTgwYPWISEhUrlcLouLi/NtampirV692qmmpsZsyJAhdGRkJK3X6xEfH+9tat148803nQAgOzubO2jQIFoikcjlcrksJyeH+1vLuXnzZvvExERPoKO1Yvbs2R6hoaFSd3f3QFPLBQC8/vrrooCAABlN0/IlS5a4mpaPGDHCT6FQyPz9/RUbNmzobKHg8/mhSUlJrkFBQdIff/zRqusxhw8f3lJaWspVqVSsL774wvGTTz4ps7CwYADAw8NDP3fu3IacnBzutWvXLN97770KU5Dh6uqqf/vtt6sAQKlUmolEIp3pOz8/P51p/pdt27YJaZqWi8VixcKFC93urvPChQvd1q5d62j6vHTpUtd///vfop7qWVBQYO7r66uYMWOGp0KhkBcXF/fasvQguLm56T09PbVFRUXm8fHx3nPnznWPjIykFy1a5J6Tk8ONiYkRKxQKWVhYmCQ9PZ0HAOXl5ZyRI0f6SSQSuUQikZtaZN544w2RWCxWiMVixapVq5y61mnKlCle/v7+iqioKHFLSwsFAKmpqXyJRCIPCQmR/ve//3UylcnUOlVQUGCenJzs+NFHH4mkUqn86NGjVkuXLnVduXKlCADOnz9vERwcLKVpWj5y5Ei/27dvs4GOFrCFCxe6BQYGyry9vQOOHj1qBXQENfPnz3c3nff169c7mI4XGRlJjxs3zkcikSgA4Kmnnmrcu3evsK/P/5/R/bxCGQnglbuWxXWzjPgT8okdjvPpF2AotQUlroOjVRkUVdb4WcxCUbMlqqzPoZ9ShvbSZnC9beDk4wcrOyGKr1yE/5RYXHAAAjLbIRN1/L7NUzbDy97yV45KEARB/JW8dCDDo7BKxf/1Ne8f7SxQr38quLyn79va2qjy8nKuRCJpNy3LysqyTE9Pz6Zpun3w4MHi5ORku9GjR6vWrFnjcubMmUJra2vj8uXLnd966y3Rhg0blFu3bhWdPn260MXFRZ+amspXKpVm169fzwGA2tpaNgBMmzbNZ9myZVWJiYmNarWaMhgMf7hbQ3V1tVlaWlr+tWvXeBMnTvR/5plnGg4ePGhdVFTEy8zMzGMYBiNGjPA/cuSIVVxcXMvu3btLRCKRoaWlhQoNDZXPmDGjwdnZ2aDRaFgBAQGaTZs2VQLA66+/3nmMgwcP2kilUk1ubi7XxcWlXSgU3tNSc+3aNZ5MJlP31LIyc+bM+sGDB0ulUqkgJiamefbs2XVRUVGakpISszfeeMPtypUreY6OjvqYmBh6586dtl3nh5kxY0Z9UlKS56uvvnobAA4dOmR39OjR6z3V09fXt72kpIS3ffv2kl27dpX90XN8P3Jzc83Ly8u5crlcCwDFxcW8c+fOFXI4HAwcOJD++OOPSwMDA7U//fST5cKFCz0vXLhQuGDBAs+YmBjVypUri/V6PZqamtipqan8L774wv7KlSt5DMMgLCxMNnz4cJWDg4OhrKyMt2vXrhuDBg0qffLJJ32Tk5PtFi1aVD9nzhzvd999t2zMmDEt8+fPd7+7bBKJpD0xMfG2lZWVYdWqVdUAcOzYMWvT97Nnz/YxbZ+UlOT6yiuvuH722WflAKDX66msrKy8ffv22axatcp19OjRhZs2bXKwsbExZGdn52k0Gqp///7ScePGNQNAZmamZXp6eo5UKm0HgP79+2syMzP/lg9zPQY+FEUtREfLju9dY3oEAM71dcGIB8MpIhLmBiNaigWwpetg75EJx8KxoIxGlHOt4CxoR3u1DuqrNeB624CiKPiFRyL3zElEzpmNA79kdvNXFYNFAXlKFUYHuDzqahEEQRB/cVVVVRyBQHDH4J7AwMBWuVzeDgCTJ0+uT01NteLxeMbi4mJeRESEFAB0Oh0VFhbWcvf+pFKptry8nDtr1iyPcePGNU2cOLG5oaGBVV1dbZ6YmNgIAHw+nwHA/NGyjx8/vpHNZiMsLKytrq7ODACOHj1qfebMGWu5XC4HALVazcrPz+fFxcW1rFu3TvTdd9/Z/lJvs5ycHJ6zs3Mrm83G7NmzG7ruOzEx0ZfH4xnd3d21H330UVldXd199wN85ZVXnA8dOiSsr6/n1NTUZPr5+emKioqyDx8+LPjxxx+tn3zySUlycnKxSqViDxgwQOXq6qoHgKeffrr+9OnTVl0Dn6ioKE1dXR2npKTETKlUcmxsbAxisbh9/fr1Tt3V09fXt93FxaV9+PDhrX/0/HaHov4Xrx4+fNhOKpVamZubGzdt2lQqEokMADBp0qQGDoeDpqYmVnp6ulVCQoKfaZv29nYKAM6fPy84cODATQDgcDiwt7c3nDp1yurJJ59sNHUDHDNmTMPJkycFCQkJjW5ubtpBgwZpACA0NFRdUlLCraurY6tUKvaYMWNaAODZZ5+t++mnn2zuty53bz9v3ry6hIQEX9P3CQkJDQAwaNCg1pdeeskcAE6cOGGdn5/P//bbb+0AQKVSsXNzc3nm5uZMUFBQqynoMdXLzMyMaWhoYNnZ2fV518Y/k97+sXwB4AiAdwC82mW5imGYv12fwMcVi8WCE98Kt8uMsGUAlnMOOHn/gENjMyptHDCsXYFzgmsYmsmD7Tg/UGYs+IVFIuP4EbTeqESDswWAViDrPLwdgklmN4IgiL+h3lpm+oqlpaWxvb39ji75XR9uTZ8ZhkF0dHTz4cOHb6IXjo6Ohuzs7Nyvv/7aesuWLU779u0Tbtu2rU9aHng8XmfwZOpKzjAMkpKSlC+99FJt13VTUlIEp0+fFqSlpeULBAJjRESERKPRsADA3NzcePf4JtMYH9NnkUhkUCqV5t09xAYHB7fl5eXxDQYD2Gw21q1bV7Vu3boqPp8falrHwsKCmTx5cvPkyZObRSKR7uDBg7YjRoy4r2xG48aNa9i1a5ddVVWVWXx8fH1v9SwoKDDn8/kP5CHbzs5OX1tby3ZxcdEDHYGCUCjsDJJNY3zu3s7KysoIdCR1EAgE+vz8/Nz7OZ7pGnbH3Ny880s2m81oNBoWwzD33KsPkun+4nA4MLVQMgxDbdy4sSw+Pv6OB7WUlBRBd+ddp9NRvwT6fyu9jfFpYhimhGGYqXeN8SFBz2PG1VeMVnCAVksYhGXgUG1Q1DTitsAWxnpLnLC+ALQZoMnvuLQeiiCYcXm4ceUSeP5iAIA2LxMyF2vkkbl8CIIgiIfA0dHRYDAYKLVa3fkEmZWVZZmfn29uMBhw4MABYUxMjCo2NrY1LS3NKjs7mwsAKpWKlZmZyQUAS0tLQ1NTEwsAlEol55csZo2rV6+uyMrK4guFQqOzs3P7zp07bQFAo9FQpixwPj4+igdZn7i4uOadO3c6mMpz8+ZNs4qKCk5jYyPbxsbGIBAIjOnp6byMjIzf1AVJIBAYp0yZUjtv3jzPtrY2CgBKS0vNtmzZIgwICNAGBQW1vvDCC26m5AhqtZoyPcifPXuWX1JSYgZ0BANZWVkWXl5e7YMHD269ePGiQKlUcvR6Pb788kthbGzsPa1oM2fOrP/qq6+EKSkpdjNmzGjorZ7dlX3ixIneJ0+e/M1dKAcNGqT69NNP7YGOsS27d++2j42Nve/Us0Kh0Oju7t7+2Wef2QEdyRZ+/vlnCwCIiopSrV+/3tG07/r6etawYcNavv/+e1uVSsVqbm5mff/993ZDhw7t8XgODg4GKysrww8//GAFAJ9//nm342kEAoFBpVLd0w/R3t7eYG1tbTCN3/n000/tBw4ceM/572rkyJFNW7duddRqtRQAZGZmcpubm7t9zq+qqmLb2dnpuVwuCXyIvx6v6CEAAP1NR4BtgMgxB3QVAIpCQTsHldYNaOW2QZ1eAwDgmJvDO7gfiq9chLu7Ak2WgLb4BuQu1iiv10DV9vdMgUgQBEE8XIMHD246duxY56D+kJCQlhdffNGdpmmFp6endubMmY2urq76bdu2lUyZMsWXpml5WFiYNCsriwcAs2bNqo2LixNHRkbSJSUlZtHR0RKpVCp/9tlnfVatWnULAHbt2nXzww8/dKJpWh4eHi4tLy/nKJVKDsMwPb6yDw4OlotEoiCRSBQ0d+7ce8ZvdGfSpEnNCQkJ9f3795fSNC2fOHGiX2NjIzs+Pr5Jr9dTNE3LX3vtNdfg4ODf3BVs06ZNFQ4ODnqaphVisVgxbtw4P5FIpP+lfiX19fUcLy+vQIVCIYuJiaFff/31W0BHd8IxY8b4i8VihVQqVXA4HLz66qs1Xl5eupUrV1YMGTKElslkiqCgIPWMGTMa7z5ueHh4W2trK0skErV7eXnpeqtnd+XOy8vje3h4/OpDxcSJE8Wm8x0XF+f7zjvvKIuLi7m/JKSQ+/r6ahcuXFj3W87Znj17buzYscNBIpHIxWKx4quvvrIFgK1bt5adPn1a8Et6b/nVq1ctoqOj1dOmTavr16+fLCwsTDZz5szbUVFRmt72/+mnn5b861//8gwJCZGakk7cLT4+vvG7776zNSU36Prdjh07br7yyivuNE3LMzMzLdauXVvZ2/GWLFlSK5VK2wIDA2VisVgxb948L51O1+09fOTIEevhw4f3aRbCPyuqt+a7v7Pw8HAmLS3tURfjgTDo2vHBtAnwdDaH9cQsUEUDkHVtDtbG2yKg8iYizdPhfouPsfWD4fJaJNiWZsg5/SOObnkXogVjYL72fYRo2SjfegJz/i8NXy4YiP7ef8tkIARBEH9ZFEVdYRgm3PQ5IyOjJDg4uLa3bfrauXPnLNavX+/8zTff3ExJSRFs3LhRdPLkyaK+Pu6ePXtsiouLuStWrKjp62P9XdXX17OmT5/ufeTIkRuPuix/N6NGjfJbv379reDgYO2jLktfycjIcAgODva+e/l9tfhQFOVMUdR4iqLGURTV5xN0EQ8W28wcDmYWuF2lA4wswLkAHCPgWt+EW3aOcGxxxBGrVMDAQJPVkULeJzQcFMWCRUkrbjkAujodpF0yuxEEQRBEX4uKitLExsY2/94JTH+vqVOnNpGgp28JhUIjCXoevra2Nmr8+PGNf+Wgpze/GvhQFDUXwCUAkwA8BeACRVHP9nXBiAfL1csXKhYFVpMIjGUDeJw6yGua0GBpjeqaNtwyr0GTjQbqqx2/5/nWNnCVSKHKu4lyRwosHQXHmjzYWJghT3nf3WgJgiAI4g9JSkqq43A4GDt2rOphtPYQxF8Zj8djFi9e/Ju6Bf6V3E+Lz0sAQhmGmc0wzCwAYSBz+Dx2PAcMBAAYS90ACnB0uwwfZcfcYeUCO0RyI3HKNg3tZSroazu6rfqFRaKutBTt9h0ZGNvTz0HmIiAtPgRBEARBEMRj534Cn1sAur7iVwF46GktiT/GY8QTYBkZqG/wAAawdM+CQx0PLIMBFUIn+Gh9cMDsCACg9ZckB37hAwAAtuYd4za1uRmQuVijoEoFg5GMDSMIgiAIgiAeH/cT+FQAuEhR1BsURf0bwAUARRRFLaUoamnfFo94UMwtLSFkm6Gmph6Ung84lYDNAN71jSgViqCr1qGO04RGFy3U12rAMAyErm6wc3WHsJ6LRktAc+MmZC7W0OgMKK3rk/nHCIIgCIIgCKJP3E/gUwzgG/xvJuNDAJQABL/8EI8JFzcPNMEITgsNmLXDRlAAaXUrWrkWaDBSkFJSnBWmw1DXhvayjkY+v7AIoLwJJY4stFTUQuZsDQBknA9BEARBEATxWPnVwIdhmDcZhnkTwAbT37v+PIQyEg+IZ3gkGIoCp9IHAGDtnga3yo55wyrtnBBoDMQu4zeAGQvqq9UAAL/wSMBgRKUdH4Y6Hfwd+WCzKDLOhyAIguhzLS0tVP/+/SW/N6vbqlWrnEwTkj4obm5ugUql8o4JOXfv3m3z2muv9XnW24iICIm3t3eARCKR9+vXT5qRkcEFAK1WSy1atMjNy8srQCwWKwIDA2X79++3BoCmpibW9OnTPT08PAJkMplcoVDINm7c6AB0TFo6e/ZsD7FYrPhl3hpZfn6+eW9l6K7+RPdSUlIEQ4cO9QfuvEd27txpe+XKFZ5pvaSkJNdvvvmmTxsTIiIiJGfOnOEDwKBBg+jbt293O7fSX939ZHUbSFFULoC8Xz4HUxS1pc9LRjxw3qPiQDEMVDc0AMMC1y0fTo0scPR6lDi6wazODE1MM1Q+Bqgza8HojXClpeBZCaDmWoKlo8C5cQ2+DpbIryKBD0EQBNG33n//fYfx48c3cDi/7zl727ZtopaWlj6frH369OlNa9asqerLY5iCv+Tk5BsFBQW506ZNq12yZIkHACxZssS1qqrKLD8/P+f69es533///fXm5mb2L2XztrOzM5SUlGTn5eXlHj9+/Hp9fT0HAD755BOhabvCwsLcQ4cOFdnb2xv6sh4AYDQaYTD0+WHuodM9ugnYu94j33zzjW1mZqaF6btNmzZVTpgw4aF1pZk6dWrdhg0bHB/W8f5M7ueXwSYATwCoAwCGYTIADO7DMhF9hGdvD1uwUaWsALtNBLZdFdhoh19dI25ZC9HW0gYnoxN+FmaB0ejRll8PFosNv7AIcNv5MALQXjsHmYs16epGEARB9Ln9+/fbT548uRHoeHseHh4uGTlypJ+fn59i2rRpnqaH54MHD1qHhIRI5XK5LC4uzrepqYm1evVqp5qaGrMhQ4bQkZGRtF6vR3x8vLepdePNN990AoDs7GzuoEGDaIlEIpfL5bKcnBzuby3n5s2b7RMTEz0BID4+3nv27NkeoaGhUnd398AdO3bYmdZ7/fXXRQEBATKapuVLlixxNS0fMWKEn0KhkPn7+ys2bNjgYFrO5/NDk5KSXIOCgqQ//vijVddjDh8+vKW0tJSrUqlYX3zxheMnn3xSZmFhwQCAh4eHfu7cuQ05OTnca9euWb733nsVbHbHC35XV1f922+/XQUASqXSTCQS6Uzf+fn56RwdHQ0AsG3bNiFN03KxWKxYuHCh2911XrhwodvatWs7H56XLl3q+u9//1vUUz0LCgrMfX19FTNmzPBUKBTy4uLiHluWurZOKJVKjpubW6DpPI8aNcovJiZG7OXlFbBgwQL3rudq3rx57nK5XDZw4EC6srKSY9rX4sWL3fr37y9ZvXq1KDU1ld+/f3+JQqGQRUdHi0tLS82A7u8Do9GI+fPnu5vume3bt9sBHfdiRESEZPTo0b4+Pj6K8ePH+xiNRgDAgQMHrH18fBRhYWGSAwcO2N59jxw/ftzyxIkTtitWrHCXSqXynJwcbnx8vLfpPjl06JBAJpPJaZqWJyQkeGs0GgroaGlbsmSJq1wul9E0LU9PT+cBQHNzMyshIcE7ICBAJpPJ5Lt27bIFOlpLx44d60vTtHzMmDG+bW1tlKksU6ZMaTx48KB9T+f/r+y+XqEwDFNOUVTXRQ8/TCceCGeRKwqqyiEzRkBFHYK96GdIqvqjQOQAFdcC4QjHPt0hjLYKQ2t6DSwCHOAXFomc0z+iwZIH59xMyIaPw7cZlWhS62DDN3vUVSIIgiD62jf/9EBNLv+B7tNJrsaED3vMEtvW1kaVl5dzJRJJu2lZVlaWZXp6ejZN0+2DBw8WJycn240ePVq1Zs0alzNnzhRaW1sbly9f7vzWW2+JNmzYoNy6davo9OnThS4uLvrU1FS+Uqk0u379eg4A1NbWsgFg2rRpPsuWLatKTExsVKvVlMFgoHoq0/2qrq42S0tLy7927Rpv4sSJ/s8880zDwYMHrYuKiniZmZl5DMNgxIgR/keOHLGKi4tr2b17d4lIJDK0tLRQoaGh8hkzZjQ4OzsbNBoNKyAgQLNp06ZKAHj99dc7j3Hw4EEbqVSqyc3N5bq4uLQLhULj3eW4du0aTyaTqU2Bzd1mzpxZP3jwYKlUKhXExMQ0z549uy4qKkpTUlJi9sYbb7hduXIlz9HRUR8TE0Pv3LnTdubMmY2mbWfMmFGflJTk+eqrr94GgEOHDtkdPXr0ek/19PX1bS8pKeFt3769ZNeuXWW/99zm5ubyMzIyci0sLIz+/v4By5Ytq/b399dpNBpWv3791Nu3b7+1bNkyl1dffdU1OTm5DAAaGxvZly9fLtBqtdSAAQMk3333XZGrq6t++/btdsuWLXP78ssvS7q7D5KTk22zsrIs8vLycpRKJSciIkI2atSoFgDIy8uzuHbt2g1vb29dWFiY9Pjx41YxMTGtixcv9j5+/HiBQqHQjh071vfu8o8cObJ1xIgRjWPHjm165plnGrp+p1arqfnz5/scO3asICgoSDtx4kTv9evXO65cubIGABwcHPS5ubl5a9eudVy7dq1o3759pa+99prL0KFDm7/88suS2tpadnh4uGz8+PHN//3vfx0tLCyMhYWFuRcvXrSIioqSm47j6OhoaG9vp6qqqtjOzs5/q2f6+2nxKacoahAAhqIoc4qiluGXbm/E48cjpB+MLAoWKinAADy3bDgrLQEASjdv2KnsUKlWQivhoC2/Hka1Dl7BoQCbQpmDJdQ3bkDm0tENNY90dyMIgiD6SFVVFUcgENwxuCcwMLBVLpe3czgcTJ48uT41NdXq1KlTlsXFxbyIiAipVCqV7927176srOye1gSpVKotLy/nzpo1y+PAgQPWdnZ2hoaGBlZ1dbV5YmJiIwDw+XxGIBDcE0D8VuPHj29ks9kICwtrq6urMwOAo0ePWp85c8ZaLpfLf2nx4OXn5/MAYN26dSKJRCIPCwuTVVVVmeXk5PAAgM1mY/bs2Xc8HCcmJvpKpVL5zz//bPXee+/9pulFXnnlFWepVCp3cnIKAjpaeIqKirJXrVp1i8Vi4cknn5QcOnRIcPbsWcsBAwaoXF1d9WZmZnj66afrT58+fUeLU1RUlKauro5TUlJi9vPPP1vY2NgYxGJxe2/1dHFxaR8+fPgfSgsbHR3dbG9vb+Dz+Yy/v39bcXExFwBYLBbmzp1bDwDPPvts3aVLlzrLO3Xq1HoAyMzM5F6/ft1i2LBhtFQqla9fv96lsrLSrKf7IDU1VTB58uR6DocDDw8PfWRkZMvZs2f5QMe96Ofnp2Oz2VAoFOri4mLza9eu8dzd3bWBgYFaFouF6dOn/6aJQjMyMnju7u7aoKAgLQDMnj277uzZs51jf6ZNm9YAABEREery8nIuAJw6dcr63XffdZFKpfLo6GiJVqulioqKzM+ePWs1c+bMOgCIjIzU0DSt7nose3t7fXf/Tv7q7qfFZwGA9wC4oWNOn2MA/tmXhSL6jveo0cCxb3E7sxDUMAuYO9+A0xUGXL0OhXZOoG/kgW/Jx2WnPAwyeEOdWQurAS6w8vdETXs7VBWVkLmYMrs1Y4Dv37KllCAI4u+ll5aZvmJpaWlsb2+/4wXtXb1PQFEUGIZBdHR08+HDh2/2tj9HR0dDdnZ27tdff229ZcsWp3379gm3bdv2u1seesPj8Tonu2MYpvPPpKQk5UsvvVTbdd2UlBTB6dOnBWlpafkCgcAYEREh0Wg0LAAwNzc33j2+KTk5+cbgwYM7H2JFIpFBqVSaNzQ0sOzs7O4I2oKDg9vy8vL4BoMBbDYb69atq1q3bl0Vn88PNa1jYWHBTJ48uXny5MnNIpFId/DgQdsRI0bcV3/2cePGNezatcuuqqrKLD4+vr63ehYUFJjz+fz7Cio5HA5j6saoVqvvuOjm5uad55bNZjM6na7bFrqu94opmGUYhvL399dcu3Ytv+u69fX13TYEmK5dd7hcbtdyQK/XU3cf97fq7XjA/+4rDofDmI7HMAwOHDhQFBwcrL17/d7KotVqqfu9Hn8l95PVrZZhmOkMw4gYhnFiGGYGwzC/KYIl/jwEHp4QGIHKspsw09Iwt2yGBa8K4tuNqORbgwEQilAcbjkGjhMf6l8mM/UPi4SBbQaVCnDkcyC0NCeZ3QiCIIg+4+joaDAYDFTXB9+srCzL/Px8c4PBgAMHDghjYmJUsbGxrWlpaVbZ2dlcAFCpVKzMzEwuAFhaWhqamppYQMdYkV+ymDWuXr26Iisriy8UCo3Ozs7tO3futAUAjUZDmbLA+fj4KB5kfeLi4pp37tzpYCrPzZs3zSoqKjiNjY1sGxsbg0AgMKanp/MyMjIsf8t+BQKBccqUKbXz5s3zNI3jKC0tNduyZYswICBAGxQU1PrCCy+4mZIjqNVqyvSAffbsWX5JSYkZ0JHhLSsry8LLy6t98ODBrRcvXhQolUqOXq/Hl19+KYyNjW25+9gzZ86s/+qrr4QpKSl2M2bMaOitnt2VfeLEid4nT568pwulh4eH9tKlS5YAsHv3brt7t7yX0WiEaZzM559/bh8REXFP8BYUFNRWX1/POXHihCXQ8fCflpbG6+k+GDJkiOrAgQNCvV6PyspKzqVLl6xiYmJ6bLEKCQlpu3XrlrlpnNjevXuF3a1nZWVlaG5uvucZPCQkpK2iosLcdC8nJyfbx8TE9BqEDh06tHnjxo0i0xijc+fOWQBAdHR0y65du4QAcPnyZV5hYWHneTYajbh9+7aZRCK5J1j6q7ufrG40RVE/UhSV/cvnIIqiVvR90Yi+4mzviDqdBva24wAA1m7n4ac0wMhiwyBygUebBzLrMkEFCtBe2gx9nQb9okYBAG5bWsFwPR0yFwHyq0iCA4IgCKLvDB48uOnYsWOdXZZCQkJaXnzxRXeaphWenp7amTNnNrq6uuq3bdtWMmXKFF+apuVhYWHSrKwsHgDMmjWrNi4uThwZGUmXlJSYRUdHS6RSqfzZZ5/1WbVq1S0A2LVr180PP/zQiaZpeXh4uLS8vJyjVCo5DMP0+Lo8ODhYLhKJgkQiUdDcuXPde1qvq0mTJjUnJCTU9+/fX0rTtHzixIl+jY2N7Pj4+Ca9Xk/RNC1/7bXXXIODg39zV7BNmzZVODg46GmaVojFYsW4ceP8RCKR/pf6ldTX13O8vLwCFQqFLCYmhn799ddvAR3dCceMGeMvFosVUqlUweFw8Oqrr9Z4eXnpVq5cWTFkyBBaJpMpgoKC1DNmzGi8+7jh4eFtra2tLJFI1O7l5aXrrZ7dlTsvL4/v4eFxT6q1V199tfrTTz91DA0NldbW1t7XeHQLCwtjTk6OhUKhkJ05c0bwzjvvKO9eh8fjMXv37i1+9dVX3SUSiVyhUMhNXfi6uw9mzpzZqFAoNDKZTBEbG0u/+eabtzw9PXvMrc7n85n333+/dOzYsf5hYWESDw+P9u7Wmz59ev3mzZudZTKZvGsyDT6fz3z00UclCQkJfjRNy1ksFpYtW3a7t3qvXbu2Uq/XU1KpVC4WixUrVqxwA4Bly5bVtLa2smmalq9Zs8Y5MDCw8746e/YsPzQ0tNXM7O83Tpv6tWY1iqJOA3gJwDaGYUJ/WZbNMEzAQyjfIxMeHs6kpaU96mL0iasfbMLJ1BOYNHsBbpgnoVnpi8yM17D1SVvE1ldAmn0Zhz0O4+2wNxGw1wbWwz1hPcIL7zwTB6fbOjw9bQw2WT+BnRdKkfPmE+Cw+zxTKEEQBNHHKIq6wjBMuOlzRkZGSXBwcG1v2/S1c+fOWaxfv975m2++uZmSkiLYuHGj6OTJk0V9fdw9e/bYFBcXc1esWFHT18f6u6qvr2dNnz7d+8iRIzcexP74fH6oWq1OfxD7+qt75plnPCZMmND4j3/84y/7BjsjI8MhODjY++7l9/PEymcY5tJdy37fTGLEn4LPyNEAgFsXfwZL6wQLpzLYt+jBb29HjqUdwAB+Oj/81HgGXB8btKbXgGEYGMX2aORz0Zh1DTIXa2j1RpTU/aExigRBEATRo6ioKE1sbGzz753A9PeaOnVqEwl6+pZQKDQ+qKCH+G0CAgI0f+Wgpzf3E/jUUhTlB4ABAIqingJwT/Mh8fiwk0jBNzCouHEdloiEGUcHW/tM0LebUGtuASuBAFK9FGcrz4Ib6gBDXRvay1RwiAgFKApFN291JjjIJfP5EARBEH0oKSmpjsPhYOzYsaqH0dpDPJ5Ia8/9e/HFFx9pS+6jdD+Bzz8BbAMgpSiqAkASOjK9EY8xkY0dbqtb4KOYC4YBLFzT4FXJAkNR0Hv5gVPPgbpNjetOFQCHBXV6DSR0GNhGHco1DPycLMFhUSTBAUEQBEEQBPFYuJ+sbjcYhhkBwBGAlGGYaIZhSvu+aERfcpcq0M5mQV/ZCJaBC7bzTbhXd4w9TLO0g9FghIvWBadvp8JCYQ9N5m342/jDwFGj1pwHStsGfycrEvgQBEEQBEEQj4X7yepWTFHUbgAzAXj0fZGIh8F72AgAQMmpn2Cm9YeVTQ3sdc0QaLXINuODy+UiwBiAM7fOgB/qBKNaD+EtHhpstTCyWLh57CBkLtbIJ13dCIIgCIIgiMfA/XR1k6Ojq5s9gA0URd2gKOrrvi0W0dccQsPANRhRUZgPe9txoCjAwfUsJNUqNLI48BWLIWgUoLixGHUurWBZmUGTXgOdvy04BiOKzqdC5iJAVXMbGlq7zdZIEARBEARBEH8a9xP4GADofvnTCKAaAMl08phjsVhwsrRGjaoB4siZMBjZ4LjkwE1pBlAUquydYWw3wl5rjzOVqeAHO0KTVw8HcT84qtQoqVBCKuqYWoF0dyMIgiD6QktLC9W/f3/Jw87q9jDEx8d7mybcNCkpKTEbPXq078M4/gcffGAvFosV/v7+Cj8/P8XKlStFpu/eeOMNkY+Pj4KmablEIpHPnTvXXavVUgCwadMme5qm5TRNy8VisWLXrl22APDjjz9aBgUFSaVSqdzX11exdOlS196Ov3nzZvvExETPPq3kX0hERITkzJkzfAAYMmSIf21tLbu2tpa9du1aR9M6D+P+SUlJEQwdOtQf6Ej7vmTJkl6v85/N/QQ+zQA2AbgJYBbDMAMZhpnfp6UiHgpXfwk0bBaaCwrB1grBdSqDV40BAPATzMFmsyHVS3GmoqO7GwwM+hkHwFLbijYDA0dtR/ybSwIfgiAIog+8//77DuPHj2/gcO5rDss+p9PdM9fmA+Xt7a07evRon6Z41ul02L9/v/WWLVucjh8/XlhUVJSTlZWVa2NjYwCA//znP44//vij9eXLl/MLCwtzMzIy8pycnPStra1UcXGx2caNG11+/vnngsLCwty0tLS88PBwNQDMmTPHZ9u2baX5+fm5hYWFOdOnT6/vy3p0rc/D9qgD8dOnTxc5ODgY6urq2J9++qmTafnDuH+6evrpp5uOHj1qq1KpHpsJHe+noFMBnAGwCMBeiqLepChqeN8Wi3gYvAfHAgBu/ngMVggHj6uGs3kx7NQa5Boo+Pj4wKXVBZcrL0PnxALHyQLeZQ5Q8zSgGAZ1uelwsOIij4zzIQiCIPrA/v377SdPntwIdLxpDg8Pl4wcOdLPz89PMW3aNE+DwYB3333XYc6cOZ1jkDdu3Ogwd+5c9+bmZlZsbKy/RCKRi8Vixfbt2+0AwM3NLXDhwoVugYGBssDAQFl2djYXAL744guboKAgqUwmkw8aNIguLy/nAMDSpUtdp06d6hUVFSWeNGmST1paGi8wMFAmlUrlNE3Ls7KyuACwZcsWoWn5tGnTvH7Pw3FBQYG5WCxWAB0tIqNGjfKLiYkRe3l5BSxYsMDdtN7BgwetQ0JCpHK5XBYXF+fb1NTEAoBly5a5BAQEyMRisWLq1KleRqMRQEdrweLFi9369+8vWb16teg///mPy9q1a295e3vrAIDP5zOmFMf//e9/XbZv317q4OBgAAAej8esWbOmSigUGpVKpZmlpaXRFCTZ2NgYpVJpOwDU19dzPD09dQDA4XAQFhbWBgDV1dXsESNG+NE0LQ8ODpZevHjRomud6+rq2G5uboEGQ8eLV5VKxXJ2dg7SarVUTk4ONyYmRqxQKGRhYWGS9PR0HtDRWjZ37lz3yMhIetGiRe7oQdfWCQBITEz03Lx5s73pPliyZImrXC6X0TQtN+176dKlrhMmTPAZMGAA7eXlFbBx40YH074iIyPpcePG+UgkEoVer8f8+fPdAwICZDRNy9evX+9gOs6KFStEptayRYsWuQHA+fPnLYKDg6U0TctHjhzpd/v2bbbp2pjuR29v74CjR49aAR2tnWPHjvWlaVo+ZswY37a2Nsq0fzc3t0ClUsl58cUX3cvLy7lSqVQ+f/589673j1qtpp566ilvmqblMplMfvjwYcHvva8OHDhg7ePjowgLC5McOHDA1rQ+i8XCoEGDVPv27bPp6Rr82fzqKxSGYQ4BOERRlBRAHDrSWb8MwKK37Yg/P9eoGJi9vx63crIwaPwSZJUcga3bzxDX+OGSlx18aQmKiorA0/JwqeoSwkL9of+hBI0iO9jValB0+QJk8lmkqxtBEMRf3OvnXvcoaijiP8h9+tv5q9+Kequ8p+/b2tqo8vJyrkQi6RxImpWVZZmenp5N03T74MGDxcnJyXZz5sypVygUcq1We4vL5TK7du1y2LZtW+nBgwetnZ2ddadOnSoCOh6wTfuxtrY2ZGVl5X3wwQf2zz//vMfJkyeLRo4c2TJlypR8FouF//73vw6rVq1y3r59+y0AyMzM5F+8eDHfysqKmTVrlseiRYuqFy5cWN/W1kbp9XpcvXqVd+DAAWFaWlo+l8tlZsyY4fnRRx/ZL168uO6PnKPc3Fx+RkZGroWFhdHf3z9g2bJl1ZaWlsyaNWtczpw5U2htbW1cvny581tvvSXasGGD8qWXXqrZsGGDEgAmTJjgs3fvXptp06Y1AUBjYyP78uXLBQCwadMml6ioKPXdx2toaGCp1WqWKZi524ABA9QODg46Dw+PwKioKNWkSZMaTPt/7rnnqmUyWUBkZKRq1KhRTf/85z/r+Hw+8/LLL7sGBwerT5w4Ufztt98KZs2a5ZOfn59r2qe9vb1BKpWqv//+e8G4ceNUe/futRkyZEgTl8tl5s6d6/Xxxx+XBgYGan/66SfLhQsXel64cKEQAIqLi3nnzp0r/COtgQ4ODvrc3Ny8tWvXOq5du1a0b9++UgDIy8uzuHLlSp5KpWKHhobK4+PjmwAgMzPTMj09PUcqlbZv2LDBwcbGxpCdnZ2n0Wio/v37S8eNG9ecmZnJ++677+yuXLmSLxAIjNXVHSlzZ8+e7fPuu++WjRkzpiUpKcn1lVdecf3ss8/KAUCv11NZWVl5+/bts1m1apXr6NGjCzds2OBkYWFhLCwszL148aJFVFSU/O7yb9y48dbYsWMtTOezoKDA3PTdunXrnACgsLAwNz09nffkk0+Ki4uLs4Hfdl+tWrWqavHixd7Hjx8vUCgU2rFjx97RlS48PLw1NTXVau7cuQ2/+0I8RPeT1e0riqKKAbwHwApAIgC73rciHgcsDgcOPD6qG2rh5BuCljZrcJwL4aY0BygK6WYdsa1XmxdO3zoNfmhHN1KR4yCImtSou1UGuZUORTUt0BmMj7IqBEEQxF9MVVUVRyAQ3NFsEhgY2CqXy9s5HA4mT55cn5qaamVtbW2MiopS7du3zyY9PZ2n0+moiIgITb9+/TSpqanWCxcudDt69KiVvb29wbSfWbNm1QPAvHnz6tPT060A4ObNm+YxMTFimqblmzdvds7Pz+98wTt69OhGKysrBgAGDhzYunHjRpfly5c7X79+3dzKyoo5evSoIDs7mx8cHCyTSqXys2fPWt+4cYP7R89BdHR0s729vYHP5zP+/v5txcXF3FOnTlkWFxfzIiIipFKpVL537177srIycwA4cuSIICgoSErTtPz8+fOC7OzszjpMnTr1V7ueMQwDiupsWMBXX31lLZVK5W5uboHHjx+35HA4OHPmzPUvvviiWCwWt7366qseprE8GzZsUP788895I0aMaN6/f799bGwsDQCXLl0SzJkzpw4Axo8fr2psbOR0DUIBICEhoWHPnj12ALB//37hlClTGpqamljp6elWCQkJflKpVL5o0SKvmpoaM9M2kyZN+sNdIKdNm9YAABEREery8vLO6xUXF9doZWXFuLi46AcOHNicmppqCQBBQUGtpqDwxIkT1vv377eXSqXy0NBQWUNDAyc3N5d3/Phx6xkzZtQKBAIjAIhEIkNdXR1bpVKxx4wZ0wIA8+bNq7tw4YJV1/oDwKBBg1pv3bplDgBnz561mjlzZh0AREZGamiavidQ7c358+etEhMT6wAgNDS0zdXVtT0rK4sH/Lb76tq1azx3d3dtYGCglsViYfr06XcE887Ozvqqqirz7srwZ3Q/d8xaAFcZhjH86prEY8fN2w9p13PQdKMYbK0nuHY58GloBmCF75raMMndHYZGA1JvpYI98N/g+tqALh2EtubvkefmAJemG2g32OPG7VZInAWPujoEQRBEH+itZaavWFpaGtvb2+94Qdv1obzr5+eee6727bffdqZpum3GjBm1ABAUFKS9evVq7ldffWWzfPlytxMnTjSbWkNYLFbXfTAAsHjxYs8XXnihavr06U0pKSmCVatWdQ7atrS07Hy7t2DBgvqYmJjWr7/+2iYuLo7esmVLCcMwVEJCQt2HH35Y8SDPgbm5OWP6O5vNZnQ6HcUwDKKjo5sPHz58s+u6arWaevHFF70uXryY6+/vr1u6dKlrW1tbZ0VND+IA4O/vrzl37hx//Pjxd/RVFwqFRgsLC2N+fr65VCptj4+Pb46Pj88dOnSov1arZQEd527o0KHqoUOHquPi4prnzp3r/d///rcSABQKhVahUNxeunTpbXt7+5Cqqio2wzC4m+mcm0ydOrVx1apVbtXV1ezs7Gz+uHHjmpubm1kCgUDftXWoKysrq19942pmZsaYuvsBgClBgwmPx2MAgMPhMHq9vvO7nu4zPp/fuTOGYaiNGzeWxcfH39Ht5fvvv7e+e/tf06UcMBgMPZbjt+juvJv8lvvq/PnzFr2VQ6PRUDwe77F5+30/Y3y8AfABgKKoFRRFHaQoql+flop4aDwHRgMASo7/AA+7EWCxGLjbXIFjixoFekAqlYLdwoZKpUJ+fT74oU6wNQghsPSArTkbKMsBQDK7EQRBEA+Wo6OjwWAwUGq1uvOpKysryzI/P9/cYDDgwIEDwpiYGBUADBs2rFWpVJp//fXX9nPmzKkHOjJcCQQC46JFi+qTkpKqr1271tlVLzk5WQgAn376qV1oaGgrAKhUKrZpjMrnn39u31O5cnNzzWUymXbFihU1o0aNarx27ZrF6NGjm1NSUuwqKio4QMe4lsLCQnMAmDhxovfJkycfWDfB2NjY1rS0NCvT2CSVSsXKzMzkqtVqFtDxBr6pqYl1+PDhHnvnvPzyy1Wvvfaae1lZGQfoeHhdvXq1EwAkJSUp582b51VbW8sGAKPRCFPQU1JSYnb27NnOuqSlpfHd3NzaAWDv3r02piAjKyuLx2azGQcHB8OAAQNUO3bssAc6xsnY2dnphULhHQ/KNjY2xuDg4Nb58+d7Dh8+vInD4UAoFBrd3d3bP/vsMztTOX7++eduh1mcPHmSP3HiRO+7l/v5+WmLioosNBoNVVdXxz579qz1/ZzjI0eO2KrVaqqqqop94cIFQXR0dOvd64wcObJp69atjqZgKjMzk9vc3MwaPXp0886dOx1MA/6rq6vZ9vb2Bmtra4Np/M6nn35qP3DgwJbeyhAdHd2ya9cuIQBcvnyZV1hYeM89ZGNjY2htbe32Wb7r9pmZmVylUmkeFBTU1tPxerqvQkJC2m7dumWek5PDBYC9e/cKu25XUFDAUygUmt7q8mdyP4HP6wzDqCiKigbwBID/A7C1b4tFPCweQ4eBbTSiPCMdsgHPok1vDiu3NPhVtaOVxYa7X8eYQFe1K87cOgOLQAcY2QwMvgPg2N6K+uI8WKGdBD4EQRDEAzd48OCmY8eOdXYJCgkJaXnxxRfdaZpWeHp6amfOnNlo+m7ChAkN4eHhLY6OjgYAuHLlikVISIhMKpXK161b57Jy5UqlaV2tVksFBQVJt2zZItq8eXM5ACxfvrxy6tSpfmFhYRJ7e/seMxPs3LlTSNO0QiqVyq9fv86bP39+XVhYWNuKFSsqhg8fTtM0LR82bBhdXl5uBgB5eXl8Dw+PblOPLVmyxEskEgWJRKKgkJAQ6f2cE1dXV/22bdtKpkyZ4kvTtDwsLEyalZXFc3BwMEyfPv22XC5XxMXF+QcHB9/zsG7y9NNPN82bN69m+PDhEn9/f0VQUJDc1OLx8ssv3x46dGhzeHi4zLT/wMBA9cCBA9Xt7e3UsmXL3H18fBRSqVR+4MABuw8++KAcAHbt2mXv6+sbIJVK5YmJiT6ffPLJTQ6Hg3Xr1lVevXqVT9O0fPny5W6ff/75ze7KNHny5IZDhw4Ju3bJ27Nnz40dO3Y4mBJUfPXVV7bdbVtSUsK1sLC4p4nD399fN27cuAaZTKZ46qmnfBQKxX11FwsNDW0dPny4ODIyUrZs2TKlKQlEV0uWLKmVSqVtgYGBMrFYrJg3b56XTqejnnrqqea4uLhG07331ltvOQPAjh07br7yyivuNE3LMzMzLdauXVvZWxmWLVtW09rayqZpWr5mzRrnwMDAe66ns7OzISwsrEUsFivmz59/R5KHl19+ucZgMFA0Tcuffvppv23btpV0d45Merqv+Hw+8/7775eOHTvWPywsTOLh4XHH+K8zZ84IJkyY0PRr5/TPguqtKQwAKIpKZxgmlKKodwBkMQzzhWnZwynioxEeHs6kpaU96mI8FMlTJ6Jdr8fcLw8j+eAIOHJrkJL+Ib6KEuD/OfDBPn0MpdpSVEorsXvMbhTv+BmsnEaUZ/wbl4VOyBaPg94nBDvnRD7qqhAEQRC/E0VRVxiGCTd9zsjIKAkODq59lGU6d+6cxfr1652/+eabmykpKYKNGzeKTp48WdTdukOHDvVPSkqq/sc//tFrqlE3N7fAtLS0PBcXlz7PSVxfX8+aPn2695EjRx5aiuG/o/nz57s/++yzdZGRkX+45WHp0qWuVlZWhlWrVlU/iLL9lZWXl3MmT57s+/PPPxc+6rLcLSMjwyE4ONj77uX30+JTQVHUNgCTAXxPURT3PrcjHhOu7l5oooxQV1eDrZPB3KIVYk1Hd+6U2iZIpVJYtlgivzofdZo6CMM9YcaxgpPRB3xrG/hpSkhKa4IgCOKBi4qK0sTGxjb3lhq6traW7e3tHcDj8Yy/FvQ8bEKh0EiCnr63bdu2Ww8i6CF+mxs3bphv3LjxoY//+yPuJ7nBZACjAWxgGKaRoigXAC/1bbGIh8kzYiAyyopQ8sP3CApMQE3D9/BwOgeXZi8UWXIhlUpx9uxZiDQinK04i/HycahlMsB1HQhvv1qoc/JRzxmI2yotHAV/OIkNQRAEQXRKSkqqA4CxY8eqxo4de09g4+DgYCgpKcm+3/1VVFRkPcjyEX8tpkQNxK8bMmTIb8o092fwqy03DMOoGYY5yDDM9V8+KxmGOdb3RSMeFq+RT4BiGJRdTUNg6GBUtohg4ZIF7yojNCw2LOztYWVlBZ82H5y5dQYUm4UbVoXgOAfBg00B7W1wa1Miv4qM8yEIgiAIgiD+nEiXNQJcW1vYUWxUKW8BAGqafWEmVMKrth2gKGwvLINEIoGD2gEXbl2AzqhDTQADim0Guzoe2Obm8FGXkAQHBEEQBEEQxJ/W3yLwoShqAkVR2ymKOkRR1KhHXZ4/IxdnN9QzerQ3N4FD9QOLZYQU2aAYBj/UN0MqlYIyUOCr+EivTodtoD90rVXQt3nAOygU/ppS5FWSwIcgCIIgCIL4c/rTBz4URX1GUVQNRVHZdy0fTVFUAUVRRRRFvdrbPhiG+YZhmHkAZgN4ug+L+9jy6BcOhqJQcuwHBAdPQpveHG6ic3BrVOOGkYKPjw/Mzc3hrnbH6VunIRaKUdF8AWyeD8TyAbDUNaO8uPhRV4MgCIIgCIIguvWnD3wAfI6O5AqdKIpiA/gQQBwAOYCpFEXJKYoKpCgq5a4fpy6brvhlO+Iu3k88CTAMyi6dR5i/G/LqaXBdCuBZBWgpNmrb2iEWi+He5o4z5WfgY+ODLOoyAEDEeIABBdatXGj1hkdcE4IgCOKvoqWlherfv7+kt6xuj6v4+HjvHTt23DHJaElJidno0aN9H8bxt2zZIqRpWu7v76+QSCTyp59+unPS0oiICImLi0ugaUJSABgxYoQfn88PBYCCggJzHo/XTyqVyv38/BQTJ070Nk3kmZKSIhAIBCFSqVRu+vnmm28EAPDKK684+/v7K2ialkulUvlPP/1kCQB79uyxkclkcolEIvfz81OsX7/eobeyL1261HXlypWiPjo1fzlubm6BSqWSAwChoaFSoOMafvTRR52TkZ45c4Y/e/Zsj74sx+bNm+0TExM9AWDNmjWO7733Xo8TBfeVP33gwzDMGQD1dy2OAFDEMMwNhmHaAewF8A+GYbIYhhl7108N1WEdgCMMw1zt6VgURT1HUVQaRVFpt2/f7rtK/QlZOrvAhqGgLC+FgGeGiiYabIsW+KtqAYrCtuslkEqlYOvYaL7djOrWatQ5tkFfWwhd5m1YuPnAu+Umimt6nC+NIAiCIH6T999/32H8+PENHM79JKHtezpdt/OQPjDe3t66o0eP9mn6a51OhwMHDlh/+OGHoh9++OF6UVFRTk5OTu7AgQNbKioqOk+0QCAwHD9+3AroSBleU1Nj1nU/Hh4e2vz8/NyCgoIcpVJp/tlnn3UGceHh4S35+fm5pp8JEyaoTpw4YfnDDz/YZmVl5RYWFuaePHmy0NfXt12r1VIvvPCCV0pKyvWCgoLc7Ozs3FGjRj2UtOR9fT3/LMfsKj09PR8Arl+/zt23b19n4DN48GD1559//tBSUz///PN1H3300UMPXv/0gU8P3AB0vTi3flnWk+cBjADwFEVRC3paiWGYjxmGCWcYJtzR0fHBlPQx4uzojDq9FnqNBmbcjslIFeaXwDIacbyhFWKxGCwWC65qV5y5dQYcbw/oyy/A0AzIpVEQtd9GVmHpI64FQRAE8Vexf/9++8mTJzcCHS0J4eHhkpEjR/r5+fkppk2b5mkwGPDuu+86zJkzp/NN9caNGx3mzp3r3tzczIqNjfWXSCRysVis2L59ux3Q8fZ74cKFboGBgbLAwEBZdnY2FwC++OILm6CgIKlMJpMPGjSILi8v5wAdrQtTp071ioqKEk+aNMknLS2NFxgYKJNKpXKapuVZWVlcoKMFxbR82rRpXr+nlaqgoMBcLBYrgI6346NGjfKLiYkRe3l5BSxYsMDdtN7BgwetQ0JCpHK5XBYXF+fb1NTEAoBly5a5BAQEyMRisWLq1KlephabiIgIyeLFi9369+8vWb16teidd95xWbt27S0fHx8dAHA4HCQlJdUFBwdrTceYNGlS/e7du4UAsGvXLttx48Y1dldmDoeDfv36tVZUVJh1971JRUWFmVAo1FtYWDAA4OLiovf29tY1Njay9Ho9JRKJ9ABgYWHBmMpRWFhoPnDgQJqmafnAgQPp69evm3fd59WrV3mBgYGyruePpmk5AKSmpvL79+8vUSgUsujoaHFpaalZd+eip/J2bZ0AOibITUlJEQAAn88Pff75590kEok8ODhYarpX4uPjvadNm+YZFhYm8fb2DtizZ4+NaV9xcXG+w4YN84+JmSbV1AAA3v1JREFUiaGbm5tZCQkJ3gEBATKZTCbftWuXLQDo9Xo899xz7jRNy2malr/99ttOAHDo0CGBTCaT0zQtT0hI8NZoNBTQcS8vWbLEVS6Xy2ialqenp/MAoKqqih0VFSWWyWTyadOmeTEM01kvU6vd8uXL3dLS0qykUqn8zTffdEpJSREMHTrUHwCqq6vZI0aM8KNpWh4cHCy9ePGiBdDxbyEhIcE7IiJC4u7uHrh69erOXlU93f/vvfeevbe3d0D//v0l58+ftzKtLxAIjO7u7tqTJ0/ye7tvHrTHNfChulnGdLOs4wuG2cwwTBjDMAsYhvmoD8v1WHMPDIGBxcKtkz8iSNofylYniFx+hntDG8oYFng8Hnx8fOCl8cLp8tOwD+gPXeUVAHpILGkAwI2rlx9tJQiCIIgHrvK15R43EyZLHuRP5WvLe+1W09bWRpWXl3MlEkm7aVlWVpble++9V15QUJBTUlLCTU5OtpszZ079sWPHbExdrXbt2uXw3HPP1R08eNDa2dlZV1BQkHv9+vWcSZMmdWbgsba2NmRlZeXNnz+/5vnnn/cAgJEjR7Zcu3YtPy8vL/epp56qX7VqlbNp/czMTP4PP/xQdPjw4Zvvv/++46JFi6rz8/NzMzMz83x8fNqvXr3KO3DggDAtLS0/Pz8/l8ViMR999NEf7saTm5vL/+abb27k5eXlfPvtt3ZFRUVmSqWSs2bNGpczZ84U5ubm5vXr10/91ltviQDgpZdeqsnOzs67fv16jkajYe3du9fGtK/Gxkb25cuXC958883qoqIii0GDBvU6B8uoUaNUFy5csNLr9fjyyy+FiYmJd/e+AQCo1WrqypUrluPGjes8v6YHatNPTk4Od8KECc2VlZXm3t7eATNmzPD87rvvrABAJBIZRo4c2ejp6Rk0btw4n61btwoNho5u8wsWLPCcNm1aXWFhYe7TTz9dt3DhwjvumX79+rXpdDoqNzfXHACSk5OFEyZMaNBqtdS//vUvz0OHDhXn5OTkzZo1q3bZsmWdL8i7novffFEAaDQa1sCBA1sKCgpyBw4c2PL+++93vi0vLy/nXrp0qeDw4cPXk5KSvNRqNQUAV69etdqzZ8/NCxcuFL722msuQ4cObc7Ozs5LTU0tWLFihXtzczNr48aNjqWlpdycnJzcwsLC3Llz59ap1Wpq/vz5Pvv27SsuLCzM1ev1WL9+fefxHBwc9Lm5uXnPPvvs7bVr14oA4NVXX3UdOHBgS15eXu748eMblUql+d11ePvttytMLXP//ve/a7p+9/LLL7sGBwerCwsLc996662KWbNm+Zi+Kyoq4p0+fbrw8uXLeRs2bHDVarVUT/d/aWmp2dq1a13Pnz+fn5qaWlhYWGhx1/VrPXXqlOD3XIPf63ENfG4B6HrzuwMgE079QT6jOoZSlf58FiEetsiqlYNjXw7PGiPaKRbKVC2QSqXgtfNQcKsAzu4K1PE00LXmAje0aOMJoSnOfMS1IAiCIP4KqqqqOAKB4I5mk8DAwFa5XN7O4XAwefLk+tTUVCtra2tjVFSUat++fTbp6ek8nU5HRUREaPr166dJTU21XrhwodvRo0et7O3tOwehzpo1qx4A5s2bV5+enm4FADdv3jSPiYkR0zQt37x5s3N+fn7nQ9ro0aMbraysGAAYOHBg68aNG12WL1/ufP36dXMrKyvm6NGjguzsbH5wcLBMKpXKz549a33jxo0/PKN3dHR0s729vYHP5zP+/v5txcXF3FOnTlkWFxfzIiIipFKpVL537177srIycwA4cuSIICgoSErTtPz8+fOC7OzszjpMnTq128Dl0qVLFlKpVO7h4RFgahUDAA6Hw0RERLR88sknwra2NlbXABToeMCXSqVye3v7EDc3t/bIyEiN6bu7u7opFAqtjY2NMTs7O/eDDz4odXR01M+aNctv8+bN9gCwb9++0qNHjxaGh4e3bt682Xny5MneAJCenm753HPP1QPAwoUL669cuWKFu0yYMKF+165dQgD4+uuv7WbOnFmfmZnJvX79usWwYcNoqVQqX79+vUtlZWVni1RP5+J+mZmZMVOmTGkCgLCwsNbS0tLOwCI+Pr6ezWYjMDBQ6+Hhob127RoPAGJiYppFIpEBAE6dOmX97rvvukilUnl0dLREq9VSRUVF5j/99JP1ggULbpuZdRRVJBIZMjIyeO7u7tqgoCAtAMyePbvu7NmzncHCtGnTGgAgIiJCXV5ezgWACxcuCJ599tk6AJgyZUqTtbX1bxqAfenSJcGcOXPqAGD8+PGqxsZGTl1dHRsARo0a1WhhYcG4uLjohUKh7tatW5ye7v8zZ85YDhgwQOXq6qrn8XjMpEmT7jjvTk5O+q7X5WH4c3Sa/e0uAxBTFOUDoALAFADTHm2RHn82fv6wMjCovFmMQc4C5NdJMcrrFKTtxThLBWNrQQn+n0SC7777Dk4tTmhub0arPQW78rMwswyCq9sg3L5xBFqNGlyLh9pySRAEQfQh1zVvP7S+/yaWlpbG9vb2O17QUtSdHT5Mn5977rnat99+25mm6bYZM2bUAkBQUJD26tWruV999ZXN8uXL3U6cONG8YcMGJQCwWKyu+2AAYPHixZ4vvPBC1fTp05tSUlIEq1atcu1aFtPfFyxYUB8TE9P69ddf28TFxdFbtmwpYRiGSkhIqPvwww8rHuQ5MDc37+zNwmazGZ1ORzEMg+jo6ObDhw/f7LquWq2mXnzxRa+LFy/m+vv765YuXera1tbWWVGBQNBZB39/f8358+f548aNU0VERGjy8/NzExMTPTUazR3ne/r06fVTp071f+mll+55uWwa41NaWmo2ZMgQye7du22mT5/e1Ft9OBwOxo4dqxo7dqwqKChIs3PnTvt//etfdQAQERGhiYiI0Dz33HP1/v7+gQBK7ucczZw5syEhIcF3ypQpDRRFITAwUHvp0iULf39/zbVr1/K726brueilrEzX5A5arZbV9TvTPcThcKDX6ztvzJ7uUT6f37kzhmFw4MCBoq5dC03LTfdj12W94fF4jKlMXcvR9R7/rbo7pqlcXC636z0JvV5P9XT/79y50/bu89FVW1sby8LC4levxYP0p2/xoShqD4CfAUgoirpFUdQchmH0ABYD+AFAHoD9DMPkPMpy/lU42dnjdlsr2IwRZhb9oDNwEMg/DbbRiFNNalhbW8PV1RUeGg/k1+Wj0pGCsTgTLD4HCmsJ2IwBmRdJdzeCIAjij3F0dDQYDAbK1FUI6Ojqlp+fb24wGHDgwAFhTEyMCgCGDRvWqlQqzb/++mv7OXPm1AMdGdIEAoFx0aJF9UlJSdXXrl3rfCOXnJwsBIBPP/3ULjQ0tBUAVCoV29PTUwcAn3/+eY/d1HJzc81lMpl2xYoVNaNGjWq8du2axejRo5tTUlLsTMkBqqur2YWFheYAMHHiRO8HOY4hNja2NS0tzco0NkmlUrEyMzO5arWaBQDOzs76pqYm1uHDh+162sfLL79c9eqrr7oXFxd3vm1va2u75wn1iSeeaPnXv/6lfPbZZ3tsIfHy8tKtWrXq1vr16116K3dGRgbXNB4KANLT0y3c3d3bm5qaWKaxMwBw8eJFC1dX13YACA0Nbf3kk0/sAGDbtm3C8PDwlrv3q1AotCwWCytXrnSdOHFiPQAEBQW11dfXc06cOGEJAFqtlkpLS+N1V67k5GTbf/7zn/eME/fz82vPycnhGwwGFBUVmWVmZlr2Vj+TgwcP2hkMBuTk5HDLy8u5wcHBbXevM3To0OaNGzeKTIHVuXPnLABgxIgRzR999JGjKQFCdXU1OyQkpK2iosLcdL2Tk5PtTfd9TwYMGKD67LPP7AFg//791s3Nzey717GxsTG0tLTcs9y0/Y4dO+yBjrF1dnZ2eqFQ2GOA0tP9P3jw4NYLFy4Iqqqq2Fqtlvr666/vuCcLCwu5AQEBmu732jf+9C0+DMNM7WH59wC+f8jF+ctzlwfixoXTUJ4/iyBPFxQ0+EPufA2etVqUO3S05EqlUlT+VInzJecx1MUKnMvN4HoY4FJkBgNbgJwL59E/dsgjrglBEATxuBs8eHDTsWPHrCZMmKACgJCQ/8/eeYdFdXx9/Hu3wO7C0nsHYRtdikpTxN4VK/bEHjUWLLHFqDEaNUUTSzTGWGI3tsTesAsovQnSe28LW+/7Bz94UUFRUdDcz/P4PLJ7Z+bM3Nnde+Y7c45L1cKFC80SEhLYnTp1qhw/fnxZ/bVDhgwpjYqK4ujr6ysAIDw8nP3VV1+Z0Wg0MBgMcvv27Q3RdyQSCeHk5CRQKpXEkSNHngHA8uXLc8aMGdPB0NBQ6u7uXp2RkdHkVrUDBw7oHD9+XJfBYJD6+vqy7777LsfQ0FCxYsWK7ICAAJ5SqQSTySS3bt2awePxpPHx8Rxzc/MmQ3nNnz/fcunSpeYAYGxsLD169OhrI7qZmJjId+3alTZ69GgbqVRKAMDXX3+d7eTkVD527NhCkUhkb2ZmJnV2dm42zOqoUaPKCwoKGH379rVTKBSEhoaGQiAQ1AwePPi5TOQ0Gg1r1qx57TmYcePGlX377bcmFy9eVAf+/4xP/ftLlizJtbW1lcydO9eioqKCTqfTSSsrK8mff/6ZrlQqsWnTJsPZs2dbslgsJYfDUf7++++pALBjx46MiRMnWv38889Gurq68v3796c11f6wYcNK1q5da7Zx48ZsoE4FOXLkSMrcuXMtKisr6QqFgpg5c2a+u7v7S05IcnKyalNbwXr27Fn166+/Svh8vj2fz68RiUSvPBNVj62trcTT05NfXFzM/Omnn9I5HM5L8smGDRtypk2bZiEQCEQkSRL/O+SfPH/+/MKkpCRVgUBgz2AwyIkTJxYuW7ascOfOnWkjRozooFAo4OzsLA4ODn5l6OENGzbkBAYG2ohEImGXLl2qjI2NpS9e4+npWcNgMEg+ny8KCgoqcnNza3BANm7cmBMUFGTF4/FEbDZbuW/fvtQXyzfGzc2ttqn5HxAQUL1kyZKczp07C/X19WVOTk5ihULR4GCHhoaqb9iwIbcl49paEK+T0P6ruLu7k2FhYW1txgenMDIC+9evQGdHNxQPnI4zd39CkOAk9iTtwg2eLkJcbaAlk2D79u14ovsEDirAuB+TYLTgS1Q/s8fZinDUVN/H/D/+Ao3W5EICBQUFBUU7hCCIcJIk3ev/joyMTHN2di5qS5vu3r3L3rRpk9Hp06dTz58/z92yZYvhjRs3kpu61t/f33bevHn5gwcPfuVquKmpqWNYWFi8sbHxe08OVFJSQhs7dqzVhQsX3muIaoq3Z/DgwdY7duzINDExeef5EBgYaDVgwIDyyZMnl7aGbZ8yjT/b76P+yMhIPWdnZ6sXX2/3W90oPiy6jk5gKZTISU6Ci5kWoovqokSKyBiAILAjKR36+vrQ0taCidgEhcYaAIDqZ7fB0GNDxBUAtdXITUpsy25QUFBQUHwCeHt713Tr1q3iVaGhi4qK6FZWVg4sFkv5OqfnQ6Ojo6OknJ72zZkzZ1Jbw+mheDMKCgqY9Qrdh6Tdb3Wj+LDQaDQYcrWQV1kGUy1VyGGCCgkXjhrXwFT44k6VDARBQCQUofR+KZ5IslHMBeSpqbDsaQDbKzWIZWghJfwhTP9f5aagoKCgoHgr5s2bVwyg4VD8i+/r6ekp0tLSYlpaX3Z2dnRr2kdBUc/JkyfT2tqGj4WhQ4dWvP6q1odSfChewpQngIROQ0lkBJzNtZFQLIK6fiLMi6TII+u2ZgoEAhAkAVmBDPFmBGR55eC41uWx0tHqhKehD9qyCxQUFBQUFBQUFBTPQTk+FC9h1bU7ACD1+hU4m2vhQZ4TCIYCdlX5kNEZiCwsgZmZGVgcFkzEJnjCo4FZrABdg4EqfRbsODyU5WajJCerjXtCQUFBQUFBQUFBUQfl+FC8hGFnLzAVSmTFx8LFXAvxpTyQJAF7+mMAwO6ULNBoNAj5QhjXGCPDVBUMOQFZ/COwXPRhROdAW8UIKeGP2rgnFBQUFBQUFBQUFHVQjg/FS9BoNBiw1VFQXgJnMy1IFaooqTaEg/YVqMoUuFtVl29LKBSCoWRAxtCBjA7UPrkH086mkIKEpZ4nUsIetnFPKCgoKCgoKCgoKOqgHB+KJjGxtkU1nQCyU2Gpy0FSiTNUNQpgUVKDItSd87G2tgaNQYNhjTHizQmUxoWDqcZELJuAuUoH5CYmQlzxyiTOFBQUFBQUzVJVVUV4eHjwXxXV7WMlMDDQ6o8//nguoWNaWhqzT58+Nu+77QULFpisWrXK8HX2cDgcVwBQKBSYNGmSuZ2dnT2PxxM5ODgIExISVF7VhqmpqWNubi4VRKsFnD9/nuvv728LAIcOHdJctmyZEQAcOHBAKzw8vCHx6rx580xOnz7Nba6e1sDT05MfEhLCAQAvLy9eYWHhJ5WbhJqQFE1i6e2H0MQopF25CBdzP9zPdEcXi0vgS9PwlO6A+7kF6GJsADs7O4iTxLgrJMBPTYMlgFwzNbg+BQxZFkh9Egb7rgFt3R2Kdg5JkpBmVkJRKmlrU94MAlAx44Kh02RCcIpWoLqqEokxUbATOYCrodnW5nyyyMva52dv27ZteoMGDSplMNrH44pMJgOTyXxv9VtZWckuXrz4XsNfy2RN5lJ9JXv27NHJy8tjJiQkxNLpdKSkpDA1NDSU78G851AqlSBJEnT6h332ft/3+VWMHTu2HEA5AJw+fVpLLpeXu7m51QLATz/9lPMhbRkzZkzx5s2b9Tdu3Jj3Idt9n7SPb5J2BEEQAwEMtLW1bWtT2hSzbv6g79mKzOhIOI8bhDMRBlAq6HBm3sN5OOD31Bx0MTaAvdAeifGJiLHQhexxMQCALdBGWVIlOuh0REr4Q8rxoWgWpVgG8ZMCVD3Kgzy/RUmx2x8EoGqnDXVPI7CEOiDolJDeGiTGRSMzJBYWGbowULKQfyYUD82LYOorAN/eCTQaNc7vCqkgUZtYgupHeahNLGlrc5rk2LFjukeOHHkG1K2Kr1692kRbW1v+7NkzVqdOnSoPHDiQsXXrVr2YmBj277//ngkAW7Zs0YuPj2f98MMPOYMGDbLJzc1VUSqVxOLFi3OmTp1aampq6jho0KCSO3fuaADA4cOHnzk4OEj++usvzQ0bNhjLZDKatra2/OjRo8/Mzc3lCxYsMMnNzWVmZGSo6OjoyL/++uvcyZMnW8tkMkKpVOLkyZMpjo6Oku3bt+vs2LHDUCaTER07dqzev39/+ps6bImJiSoDBgywe/r0aezWrVt1z58/r1VTU0PLyMhQ7du3b9nOnTuzAODUqVMaa9asMZFKpYSlpaXkyJEjaZqamsrg4GDjixcvakkkEpq7u3vVoUOH0mk0Gjw9Pfmenp5VDx8+VO/Xr1/Zm96H3NxcpqGhoazeAenQoUOD97Rr1y6dLVu2GJEkSfTo0aNsx44dz+VmmTlzpqmlpaV06dKlhUCd2sTlchXffPNN/sqVKw3//vtvHalUSvTv37/sxx9/zElMTFTp27evnZeXV2V4eLj6mTNnknk8nrQpuzw9PfmbN2/O9PPzE+fm5jLc3d2F2dnZ0a8aOw6H4zp27NjCu3fvcjU1NRUnT558ZmJiIn9xjHr06FG5YMECc7FYTNPW1pYfOnQozdLSUhYTE6M6bdo0y+LiYgadTiePHz/+TCgUSmbOnGl2/fp1TYIgyEWLFuVOnTq19Pz589w1a9aY6OjoyBITE9mOjo7i06dPp9JoNJw4cUJj0aJF5jo6OnJHR8eGH8CtW7fqhoWFqY0fP7746tWrWg8ePOBu3LjR+OTJkymrVq0yrk+QeubMGe7SpUvNFQoFnJ2dxfv3709ns9mkqamp48iRI4svXbqkKZfLiaNHjz5zdXWtraiooH3++ecW8fHxbIVCQSxfvjxn3LhxZVVVVcTo0aOtk5KSWHZ2drW1tbVEvS2jR48u8/LyElCOzycMSZLnAJxzd3ef2ta2tCV0VVXoMVnILy5AR3MtAATKKq3B17kJlvRzPFIoAAB2dnYAAajDBCXKApByOQSmmrhOyDFYxRrhkZchl0rBUHmlIk7xH4IkSUgzKlH9MBfiqCJArgTTTB3aw+ygYskFCOL1lbQTSLkSNbHFEIfmofhgPGhcFai5G0LNw4hSgd6C6qpKhN8IASOyBhZVhrAm9JFmWgg1ewNUxRfBKlMPrEOVeKR2GhJHJjp296NUoLdAXiZBdWgexGF5UJRLQeMywe1mDmxovsy1/fHmJdlVnNa0Q8dUXRwwQZjZ3Pu1tbVEZmamKp/Pb3jojY6OVnvy5EkMj8eT+vn52e3fv1/7888/L7G3txdJJJIsVVVV8uDBg3q7du1KP3XqlIaRkZHs5s2byQBQXFzcIBtoaGgooqOj43/55RfdOXPmmN+4cSO5Z8+eVaNHj06g0Wj44Ycf9NasWWO0e/fuLACIioriPHz4MEFdXZ2cOHGi+axZs/JnzpxZUltbS8jlcjx+/Jh14sQJnbCwsARVVVVy3LhxFjt37tSdPXt28buMUVxcHCcyMjKOzWYrbW1tHYKDg/PV1NTI9evXG4eEhCRpaGgoly9fbrR27VrDzZs35y5atKhg8+bNuQAwZMgQ6yNHjmgGBQWVA0BZWRk9NDQ0EahzPt7EjvHjx5f4+fkJBAIB19fXt2LSpEnF3t7eNWlpaczVq1ebhoeHx+vr68t9fX15Bw4c0Bo/fnxZfdlx48aVzJs3z6Le8Tlz5oz2xYsXn546dUojOTmZFRUVFU+SJHr06GF74cIFdRsbG2laWhpr9+7daQcPHsxozbGztbWV1dTU0Dp27CjevXt3VnBwsPHSpUtN9u/fn9F4jCQSCdG5c2f+P//8k2xiYiLfvXu3dnBwsOnx48fTgoKCrIODg/MmTJhQJhaLCYVCQezfv18rOjqaHR8fH5ubm8vw9PQU9urVqwoA4uPj2REREc+srKxkbm5ugitXrqj7+vpWz5492+rKlSuJ9vb2kgEDBry0vbFnz57VPXr0KKt3dBq/JxaLienTp1tfvnw50cnJSTJ06FCrTZs26a9ataoAAPT09ORxcXHxGzZs0N+wYYPh0aNH05ctW2bs7+9fcfz48bSioiK6u7u7cNCgQRU//PCDPpvNViYlJcU9fPiQ7e3t3ZCEUV9fXyGVSom8vDy6kZGR4m3vRXuCcnwomsXEwhpPUhNhhUowaATSqjqjo1YybArLkaxTt8WUzWbD1NwUFbkViLSOgn/cIwh4HlgNGYZBBUYMS2TGRcPaxa2Ne0PR1ryo7hCqdKi5GUDN0xgqpuptbd5bo2KiDo3uFg0r55U3M1F5M5NSgd6AxuqOjVIDuWwpkj1L4NLdBx20dOsu8gcqK8rx+HoIWFFAhwdayH9IqUAtpSl1R9VOG1oDO7TbOZqXl8fgcrnPHe5xdHSsFolEUgAYOXJkye3bt9UnT55c6u3tXXn06FFNR0fHWplMRnh6etawWCzl8uXLzWfOnGk6ePDg8j59+lTV1zNx4sQSAJg6dWrJihUrzAEgNTVVZciQIWaFhYVMqVRKMzc3b9j/16dPnzJ1dXUSALp06VK9efNm46ysLJXRo0eXOjo6Si5evMiNiYnhODs7CwGgtraWZmBg8M4Hk3x8fCp0dXUVAGBra1ubkpKiWlJSQk9JSWF5enoKAEAmkxFubm5VAHDhwgXuDz/8YFRbW0srKytjiESiGvxv29SYMWNeKesRTSw61b/WoUMHWXJycsy5c+e4165d0+jXrx9///79KZWVlfTOnTtXmpiYyAFg1KhRJbdu3VJv7Ph4e3vXFBcXM9LS0pi5ubkMTU1NhZ2dnXTTpk0GISEhGiKRSAQAYrGYlpCQwLKxsZEaGxtLAwICqlt77GxtbWU0Gg1TpkwpAYDPPvuseNiwYQ1bfOrHKCoqSvXp06fs7t2784C6LXf6+vqy0tJSWn5+vsqECRPKAIDD4ZAAyNu3b3NHjhxZwmAwYG5uLu/UqVPVnTt3OJqamkpHR8fqeoXM3t5enJKSosLlchVmZmYSR0dHCQCMHTu2eM+ePfot7VtkZCTLzMxM4uTkJAGASZMmFf/6668GAAoAICgoqBQAPD09xWfPntUGgJs3b2pcunRJa+vWrUYAIJFIiOTkZJU7d+6oz507twAAOnXqVMPj8Z7bfqGrqyvPyMhQMTIyqnnDW9AuoRwfimax8OyCJ6mJyLl2CUJjISLFXuhIHoRAmYg4Rhdcz8pDdzMjONk7ITsjGzE2XNRG3IGGkxcqtFVQUg1YazgiJewh5fj8R3mVusN21gdN9dM4M0nQCbBFumCLdP9/NZ1SgV5Jc+qOgbct3JwHN+nEcDU00XXIQCgHKZEYG4Xs29mUCvQamlN33nQ+vkqZeV+oqakppVLpcxPhxYfz+r+nTZtW9O233xrxeLzacePGFQGAk5OT5PHjx3EnT57UXL58uenVq1cr6tWQxvOLIAgSAGbPnm3x5Zdf5o0dO7a8fotSY1vq/z9jxowSX1/f6r///luzb9++vO3bt6eRJEmMGDGi+Ndff31um9e7oqKiQtb/n06nkzKZjCBJEj4+PhXnzp1LbXytWCwmFi5caPnw4cM4W1tb2YIFC0xqa2sbOsrlcl95JkdHR0deUlLS8KWcn59P19LSanDe2Gw2OXLkyIqRI0dWGBoayk6dOqXVo0ePypb0Y+DAgaUHDx7UzsvLYwYGBpYAdb8P8+bNy120aFFR42sTExNVOBxOi84PMRgMUvG/HShisfi5ydHU2DVVR+M5VT9GJEkStra2NREREQmNry0pKWlyhYAkyaZeBgCoqqo2tgNyuZx4sd035VXtAQCLxSKBuvGpb48kSZw4cSLZ2dn5pQN9r7JFIpEQLb0fHwPtb4mHot1g0bM3aEoSmRHhcDHXQkQuADkbLuwbAIA/03IBAAKBAAAg1jJFWnxd7h6hsQZuMJTQVzVH9uOY135IKT4tlGIZqu5mI/+nxyjcEYma2GKouRnAYI4rDGe7Qs3T6JNxel6EoaUKzZ6WMFriCd0JIqiYqqPyZibyNoWicG8MamKKQCo+md+QNyYxLhpXdx5B9voHsLmrAaaCjmTPEugucUHA7NFwdHV/rXJDo9EgdHRBj1mjYfiVB1I6l4Eg/6cCfReKq9uPID46Akrlf3OcSQWJmrhiFO2LRd7GR6i8ngGGoRp0xwlhvNQTmr2tPgonXF9fX6FQKIjGD7TR0dFqCQkJKgqFAidOnNDx9fWtBIDu3btX5+bmqvz999+6n3/+eQlQFyGNy+UqZ82aVTJv3rz8iIiIhq16+/fv1wGA33//XdvV1bUaACorK+kWFhYyANi3b59uc3bFxcWpCIVCyYoVKwp69epVFhERwe7Tp0/F+fPntbOzsxlAndOQlJSkAgBDhw61unHjRqttE+zWrVt1WFiYekxMjOr/7KZFRUWpisViGgAYGRnJy8vLaefOndN+dU3P4+/vX3ny5Emd+jMeO3bs0PPy8qoEgDt37nDS0tKYQF2Et+joaLalpaXUz8+v+uHDh9zc3FyGXC7H8ePHdbp161b1Yt3jx48vOXnypM758+e1x40bVwoAffv2rThw4IBeeXk5DQBSU1OZ9eP3Is2Nobm5ueTRo0dqAHDo0KEW9VepVKI+et2+fft0PT09X3LenJycaktKShhXr15VA+oe/sPCwlg6OjpKIyMj6YEDB7QAoKamhqisrKR17dq18sSJEzpyuRw5OTmMR48eqfv6+jarWLm4uNRmZWWpxMbGqgLAkSNHdJq6Tl1dXVFRUfHSF6KLi0ttdna2Sv0c2L9/v279Z6E5/P39K7Zs2WJY/7149+5dNgD4+PhUHTx4UAcAQkNDWUlJSQ3jrFQqUVhYyOTz+e0z+slbQCk+FM2iwuVCh85AXl4OnM21cOBBOmqrHWCtFQY1iRzh8roPj6amJlg6LBhXm+Ke+D6cUOf4HIsrQCC40JMboyA1BYY2/+2AEZ86/xV1p6VQKtD/8zbqTkuhVKD/p7XUnfaEn59f+eXLl9WHDBlSCQAuLi5VCxcuNEtISGB36tSpsvGWqiFDhpRGRUVx9PX1FQAQHh7O/uqrr8xoNBoYDAa5ffv29PprJRIJ4eTkJFAqlUR98ITly5fnjBkzpoOhoaHU3d29OiMjQ7Upmw4cOKBz/PhxXQaDQerr68u+++67HENDQ8WKFSuyAwICeEqlEkwmk9y6dWsGj8eTxsfHc8zNzZsMpTZ//nzLpUuXmgOAsbGx9OjRo6+N6GZiYiLftWtX2ujRo22kUikBAF9//XW2k5NT+dixYwtFIpG9mZmZ1NnZ+ZVbxX788UfjXbt2NYS0zs/PjwoLC+M4OTkJaTQaLC0tJX/88Uc6ULftcPr06Zb1CpyLi0v10qVLCzgcDrlq1arsrl278kiSJAICAsrHjRtX9mJb7u7utdXV1TRDQ0OppaWlDACGDRtWERsby/Lw8BAAAIfDUR46dCiVwWC8tFLa3BguXbo0f9SoUTZHjhzR9fX1rXjd2AEAm81WxsbGsu3t7Y24XK7i1KlTL405i8Uijxw5kjJ37lyLyspKukKhIGbOnJnv7u5ee/DgwdSpU6darl271oTJZJLHjx9PGT9+fNm9e/fUhUKhPUEQ5DfffJNlYWEhj4qKatIGDodDbtu2LX3AgAG2Ojo68k6dOlXFx8ezX7xu7NixJTNnzrTauXOn4YkTJ1Ial9+5c2faiBEjOtQHNwgODi58Vb83bNiQM23aNAuBQCAiSZIwMzOT3LhxIzk4OLhg9OjR1jweT2Rvby92dHRsmDd37tzhuLq6VrdVhLv3AUGtxDeNu7s7GRYW1tZmtDmX5s9GbHYq+q7djr5/xGCVZyEstdZiY8k2JGrq41n3jqDT6bh07RLu3b6HQtk/2P5tGC7G5GLGwce4ZqCP2qxslHUSw3vU2LbuDsV7oKmzOxwX/Y/+7M77oLlzFp/qWaCk+Ghk3Ko7u8NRspDLLkK1Iw0u3X2gpdXsgvo78/9ngWQwFeujlpAg7RM9C0Qq/zenHr77nCIIIpwkSff6vyMjI9OcnZ2LXlXmfXP37l32pk2bjE6fPp16/vx57pYtWwxv3LiR3NS1/v7+tvPmzcsfPHjwK1e+TU1NHcPCwuKNjY3fe3KgkpIS2tixY60uXLjwXkNUf8q09hhyOBxXsVj8pDXq+tSZPHmy+ZAhQ8pe95lqj0RGRuo5Oztbvfg6pfhQvBILN0/E5KQB4bfBVdVHMlxhqaDBHlGIYvTBv5m5GGhlBhcHF9y/fR9FOsZQSCUQGmsAADJM1GBXoIfEx1eAUW3bF4rWg1J33o7/ggpUXVWJxzdvgx4hbnV1p6X8F1QgeZkE4rA8VId+OupOU3h7e9eEhoZWvCqBaX2EKqFQKG5vD2g6OjpKyul5N6gxbDscHBxq2ttn6l2hFJ9moBSfOsSFBdjxxWQ4mXfAPmEQymtkCO6wBBl0DharbEY3hhJHfDuCJEms+mYJCtkVmOrnA9dOY+G4+hKCnE0wIawMSWVh8Fg7Dhp6Bm3dJYp3gFJ3Wp9PRQVKio9Bxq2YD67utJRPQQVqTXWnKdqj4kNBQUHxNlCKD8VbwdE3gBZoyM3OgHNPLfwW8gwqNp1hwjwDrkSKGFmd40wQBLhcOVCpj+sJ/8KtyzgIjDUQWVgNho0aLBKFSAl9BNe+A9q4RxRvCqXuvF+eV4FqUR2a/9GoQNVVlQi/eRuMNlR3WsrHrAL9V9QdCgoKivcN5fhQvBYjA2Mk5WfDSY8JuZKE1HAciPIz4NVkIkbdAgqFAnQ6HZbOQsTfyUZ0eZ0qKjTm4kxEDjSHu0GRIkb6o8dA3zbuDEWLUdbIIX6c/8nl3WnPMLRY0Oxp2e7zAjVWd2yUXOSyJS/n3Wmn1EeEEzq6vJQXKO9RKB6atQ8VqDl1pz3n3aGgoKBo71COD8VrMXN2RcLVHBinPgbAQUqtNqzkLDjQwxDO6ICTqVkYaWsJJxcfxN36EwyZPvKr8yE01sDBBxkoNmRBSVeAU8SGRCyGKqdVk39TtCKN1Z2a6CKQMkrdaQvaowr0Mak7LaWxCpQQG4mcdqACUeoOBQUFxfuDcnwoXot1r77A1X9Q8uQRTDT7ICKzDDx1Wzir3QQwCkdzijDS1hK22rZQrcyFEdMUtzJuQWDUEwAQX1AFkS0HJvG2SAsLB9/Pt037Q/EyTak7nI6UutMeaGsV6GNWd1oKjUaDyNEVIkdXVFSU4cn12x9UBaLUHQoKCooPA/VtSvFaNCytwFUCOenP4GyuhcjMMuhpD4IhUQDtWjESxVIAAJPOhJokDypKFTyIuQ+BERcEAcTnVkLPnwcGjYmS+1RglvYCSZKQpFeg5Fgictc/RNm5ZyCYNGgPs4Pxsk7QHmpHOT3tiHoVSG+SPYyWeIDb3QLyvGoUH4xH7oZQlF9Kg7yktlXaqq6qRMj5f3Fv3Qlw/iyFdbo+Mk2KUTqKDbeVg9Ft2OB2EbDgfaChoYWuQwbCY8UQVIxVR7pZEawy9cA9VIlH357GrdPnUFlR3iptycslqLiajryNj1D8Zxyk2ZXgdjOH0SIP6H/mALaD3n/e6amqqiI8PDz4r4rq9rESGBhoVZ9Is560tDRmnz59bN532wsWLDAxMDBwEggEIjs7O/tDhw41yJq//PKLrp2dnb2tra19hw4d7FetWtWQ62f16tWG1tbW9jweT8Tn80VTpkwxk0gkBAD89NNPujweT8Tj8UR2dnb2Bw8e1HqVDU31n6J5OByOK/D8HLl37x776NGjDffu0KFDmsuWLTN6n3YsWLDApH5OTJs2zezs2bPc99lea0MpPhQtwlBHH2nF+XAyVsOFmDzo2o9CTthG8GUpeMIWQiqXQ4XBAEtHCZKUoySzBAyGApY6HCTkVUA1wBYSRi1Y+SpQyOWgM6ip11ZQ6s7Hz/tSgf4L6k5LeV8qUIO68ygPtQmUuvM6tm3bpjdo0KBSRjv5zZDJZHifyRytrKxkFy9efK8rhDJZXR7QGTNm5K9Zsyb/8ePHrICAAP7o0aMjT548qbF9+3aDK1euJFlZWcnEYjGxY8cOXQD4/vvv9a9du6YRGhqaoKenp6itrSXWrFljWF1dTWRlZTG2bNliHBEREa+rq6soLy+n5ebmfpCbJpfL8aHnx/ueB6+i8RwJCwvjhIWFqY0aNaocAMaOHVsOoHVWZlpAcHBwweTJky0HDRr00YS8pr5hKVqEmb0T5HQa+AXxAIDYfDFoUm04q96DhMHAX8kZAAB1Ozuol+XBoNoQj3IfQWisgfjcChAEAZotG3pMU+Q8jmnLrvwnodSdT5PWUIH+y+pOS2kNFegldSeLUndawrFjx3RHjhxZBgDnz5/nuru783v27NmhQ4cO9kFBQRYKhQI//vij3ueff25eX2bLli16U6ZMMauoqKB169bNls/ni+zs7Ox3796tDdQlMJ05c6apo6Oj0NHRURgTE6MKAH/99Zemk5OTQCgUiry8vHiZmZkMoG6Fe8yYMZbe3t52w4YNsw4LC2M5OjoKBQKBiMfjiaKjo1UBYPv27Tr1rwcFBVm+jUqVmJioYmdnZw8AW7du1e3Vq1cHX19fO0tLS4cZM2aY1V936tQpDRcXF4FIJBL27dvXpry8nAYAwcHBxg4ODkI7Ozv7MWPGWCqVSgCAp6cnf/bs2aYeHh78devWGTZus2PHjrV0Oh15eXmM77//3njDhg1ZVlZWMgDgcDjkwoULiwDghx9+MN69e3e6np6eAgBYLBa5fv36PB0dHWVubi5TTU1NqampqQAATU1NpUAgkAJ1qoSzs7OAx+OJevbs2aGwsPC5w6LHjh3T6NevX4PKdf78eW737t1tX9VPU1NTx+DgYGM3Nzf+3r17m1WNGqsTAGBnZ2efmJiokpiYqGJjY2M/evRoS1tbW3tvb2+7qqoqon6sPvvsM3NXV1eBnZ2d/Y0bNzj1dTWeBzk5OYzevXt3cHBwEDo4OAgvX76sBgDl5eW04cOHW9WrX/v27dMCgF27dunUq2EzZ840rbeJw+G4zpkzx5TP54ucnZ0F9fMuISFBxcXFReDg4CD88ssvTV6cI7W1tcR3331ncu7cOW2BQCDavXu39tatW3UnTJhgAQBJSUkqXbp04fF4PFGXLl14T58+VQHqlLZJkyaZu7q6CszMzBwbq24rV640dHBwEPJ4PNH8+fMb2lyyZImRlZWVg5eXF+/p06eq9a/zeDxpWVkZIyMjo32sTLSAj8ZQirbFukcv3Lx7DbSEcNCILojILIMXPGHPfABgOk7lFWOSwAbGHf2hcWwvqrXNcCvuFoTGo3AxNg/VEjkMe9mjJCEGRXdSYO7p0tZd+k9AqTv/Hd5UBaLUnTfnTVWgT0ndubTjJ/OizPRWjUyjZ24p7j1zXmZz79fW1hKZmZmqfD5fWv9adHS02pMnT2J4PJ7Uz8/Pbv/+/dqff/55ib29vUgikWSpqqqSBw8e1Nu1a1f6qVOnNIyMjGQ3b95MBoDi4uKGB24NDQ1FdHR0/C+//KI7Z84c8xs3biT37NmzavTo0Qk0Gg0//PCD3po1a4x2796dBQBRUVGchw8fJqirq5MTJ040nzVrVv7MmTNLamtrCblcjsePH7NOnDihExYWlqCqqkqOGzfOYufOnbqzZ88ufpcxiouL40RGRsax2Wylra2tQ3BwcL6amhq5fv1645CQkCQNDQ3l8uXLjdauXWu4efPm3EWLFhVs3rw5FwCGDBlifeTIEc2goKByACgrK6OHhoYmAnUP8fVtXL9+XY1Go5HGxsbyp0+fsr29vcUv2lFaWkoTi8W0emfmRTp37izW09OTmZubO3p7e1cOGzastL7dSZMmWf/4448Z/fv3r5o3b57JkiVLTPbu3dtw34cOHVrx5ZdfWlZUVNA0NDSUhw8f1h4+fHhJbm4uo7l+AgCLxVKGh4cnvu3YZmRksA4ePPjMy8srvV+/fjb79+/XnjVrVgkAiMVi2pMnTxIuXLigPm3aNOunT5/GAs/Pg4EDB1ovWLAgv3fv3lVPnz5V6d27t92zZ89ily5daqyhoaFISkqKA4DCwkJ6Wloac/Xq1abh4eHx+vr6cl9fX96BAwe0xo8fX1ZTU0Pr0qVL1bZt27JnzJhhtm3bNv3vv/8+d9asWRZTpkwpnD17dvF3332n/6L9LBaL/Oqrr3LCwsLU9u/fnwHUOcv178+YMcMiKCioeM6cOcU//fST7syZM82vXr2aAgD5+fnMsLCwhIiICNbQoUNtJ0+eXHrq1CmN5ORkVlRUVDxJkujRo4fthQsX1NXV1ZV///23TnR0dJxMJoOLi4vI1dW1YY44OjqKr1+/rj5p0qSyt70XHxLK8aFoEToie3AUSuSnPoWday9EZJZhrP8UVKX+Cz1JBdLIut8TW6tOSC5fBxJKpD1Nw8huXJAkkJBXCTdLbaTTy8DOU0XVo1wQINq4V58uJEhI0yqoyGzvEblSjrvZd1FU0w7zOzIAeAEqTjToJ7FhkKSAJKkUUrYC+ZZVILNqP5nIbG1FvQrUXEQ4uhUHplnaUFKR2d6avLw8BpfLfU42cXR0rBaJRFIAGDlyZMnt27fVJ0+eXOrt7V159OhRTUdHx1qZTEZ4enrWsFgs5fLly81nzpxpOnjw4PI+ffpU1dczceLEEgCYOnVqyYoVK8wBIDU1VWXIkCFmhYWFTKlUSjM3N5fUX9+nT58ydXV1EgC6dOlSvXnzZuOsrCyV0aNHlzo6OkouXrzIjYmJ4Tg7OwsBoLa2lmZgYPDOB5N8fHwqdHV1FQBga2tbm5KSolpSUkJPSUlheXp6CgBAJpMRbm5uVQBw4cIF7g8//GBUW1tLKysrY4hEohr8b+vTmDFjShrXvXPnTsNjx47pqqmpKfbv3//sVZ9/kiRBEP//m33y5EmN5cuXm1VWVtL37dv3rGfPntUhISFPb926xbl8+bLG0qVLzcPCwtSWL1+eX1lZSe/fv3/V/8a7eMSIEc+dYWIymejWrVvFkSNHNCdPnlx6/fp1zV9++SXr4sWL3Ob6CQATJkwofZexNTU1lXh5edUAgKurqzgtLa1ByQgKCioBgL59+1ZVVVXRioqK6MDz8+Du3bsaT58+ZdeXqaqqopeWltJCQkI0jhw50rBdUV9fX3Hp0iVu586dK01MTOQAMGrUqJJbt26pjx8/vozJZJKjR48uBwA3N7fqq1evagDA48eP1S9cuJACANOnTy9eu3Ztg+LXEp48eaJWX37mzJkl33zzTUP5QYMGldHpdLi5udUWFxczAeDixYsaISEhGiKRSATUOX8JCQmsyspKWr9+/cq4XK4SAHr16lXWuB19fX15dna2ypvY1pZQjs8LEAQxEMBAW1vbtjal3WGgoY2cilK4mGrgUkIB9K16gkhgQUTG4wHTDdUyGUzVTXFfQwa6pAjcMi7U1OseCuNzK+BmqQ26UA2cGCbKTiW3cW8+fSh15/0glonxd/LfOBB3ANlV2W1tTougWdDgUWWPvmU+cE+wRwFbRqk7rURzKpBhLBvp+rlwGusNjkj3o1J3muJVysz7Qk1NTSmVSp8buMYP343/njZtWtG3335rxOPxaseNG1cEAE5OTpLHjx/HnTx5UnP58uWmV69erahXCxo/5BMEQQLA7NmzLb788su8sWPHlp8/f567Zs2aBlVETU1NWf//GTNmlPj6+lb//fffmn379uVt3749jSRJYsSIEcW//vprq34pqKiokPX/p9PppEwmI0iShI+PT8W5c+dSG18rFouJhQsXWj58+DDO1tZWtmDBApPa2tqGjtY/uDbqR/6aNWvyG79ma2tbc/fuXc6LZzZ0dHSUbDZbmZCQoCIQCKSBgYEVgYGBcf7+/rYSiYQG1I2pv7+/2N/fX9y3b9+KKVOmWC1fvvy5+ptj9OjRJb/++quBnp6ewsnJSaytra1srp/N9acpGAwGWb/dDwDqAzEAL49tTU1Nw1g1N88azwOSJBEWFhZf7wg1fv3F8iT53CUv2Vg/HxkMBuRyeUNhGo3WfMF3gMViNdRbbxtJkpg3b17uokWLnlvNW7NmjcGL/WlMbW0twWazX3sv2guU4/MCJEmeA3DO3d19alvb0t4wFYiQFn4frrUZOCqmI6NEDIbMCo5q9xBC64QDT9MxQ2SLKkNV2DzLQrKwI6Jz7oDLskZ8bgUAwG6sP27/vhcx16/Cvmt3eI8cB1CrzO8FOocBgkmpO61FUU0R/or/C0cTj6JCWgEXfRcEuwfDQc+hrU17Iwg54MY1oNSd90BjFWhH2K/YGf8bBpUPwhpiDahP4pujr6+vUCgUhFgsJjgcDgnUbXVLSEhQsbOzk544cUJnypQphQDQvXv36tmzZ6vExsaqRUdHxwJ10a8MDAzks2bNKuFyuco///yzwcvfv3+/zvr16/N+//13bVdX12oAqKyspFtYWMgAYN++fc2uCMTFxakIhUKJvb19wbNnz1QjIiLY/fv3rxg2bJjtsmXL8k1NTeX5+fn08vJyOo/Hkw4dOtRq7ty5Bf7+/i9tIXsbunXrVr1w4UKLmJgYVQcHB0llZSUtNTWVWa8mGBkZycvLy2nnzp3THjhw4BupIosXL85btmyZmYuLy1MLCwt5TU0NsWXLFv0VK1YUzJs3L3fq1KmWf//99zM9PT2FUqlEvdOTlpbGzMrKYvr4+IiBukP3pqamUl1dXYWGhobi4sWL6n369Kn6/fffdbt06VL1Yrv9+/evnDVrltXu3bv1RowYUfKqfjo5OUleLL9+/Xp9AFi2bFlh49etrKwk//77rxYA3Llzh5Odna36YtmmOHz4sPbAgQMrL126pM7lchX1qltjfHx8KjZu3Giwdu3afKDuLJOXl1dNt27dKn744QeD+u18hYWFdD8/v+olS5aY5+bmMvT19eXHjx/XmTVrVsGrbOjYsWPV7t27dWbNmlWye/fuJuejhoaGoqqqqskvc1dX1+o9e/Zof/HFFyW7du3ScXd3f2ncG9O3b9+K1atXm0ybNq1EU1NTmZqaylRRUSG7d+9e9dlnn1mtXbs2VyaTEVeuXNGaOHFiwzinpKSwRo8e/U7q24eEcnwoWoxV1wDcDb8P7ZRwAJ6IyCxDB81+sFf8DgA4k1eCGSKAMNOH4EI2koUdERcfB6GRMxLy6haPCIKA7+efgWQRCDt3ClJCgh5TZoGgHsIo2ikpZSnYH7cf51LOQa6UI8AiABPtJ8LFwKWtTaNop9BoNHzhOQc0VQa2R2yHXCnHtz7fgkGjfnLfFD8/v/LLly+rDxkypBIAXFxcqhYuXGiWkJDA7tSpU+X48ePL6q8dMmRIaVRUFEdfX18BAOHh4eyvvvrKjEajgcFgkNu3b0+vv1YikRBOTk4CpVJJ1G9LWr58ec6YMWM6GBoaSt3d3aszMjKafEg+cOCAzvHjx3UZDAapr68v++6773IMDQ0VK1asyA4ICOAplUowmUxy69atGTweTxofH88xNzeXNVXX/PnzLZcuXWoOAMbGxtKjR4++NqKbiYmJfNeuXWmjR4+2kUqlBAB8/fXX2U5OTuVjx44tFIlE9mZmZlJnZ+fqFg/0/xg1alR5Xl4eIyAggF+vXIwdO7YIABYvXlwoFotp7u7uQhUVFaWamprS09OzqkuXLuLi4mJ6cHCwWX5+PlNVVZXU0dGR7d69OwMA/vjjj9SZM2dazp07l2ZhYSE5fPhw2ovtMhgMBAQElJ84cUL32LFjaa/p50uOT0JCAtvb2/ulB/sJEyaUHjp0SFcgEIhcXFyqLS0tWxTzX1tbW+Hq6iqoqqqi//bbb00qTr/99lvmlClTLHg8nkihUBCdOnWq9PLyyvjuu+9yJ0+ebGFnZ2dPo9HIZcuW5UycOLFs1apV2V27duWRJEkEBASUjxs3ruxVNmzfvj1j9OjRNtu3bzccNGhQk45F3759Kzdv3mwsEAhECxcuzG383o4dOzImTpxo9fPPPxvp6urK9+/fn/aq9oYNG1YRGxvL8vDwEAAAh8NRHjp0KNXHx0c8dOjQEgcHB3tTU1OJp6dnwzhLJBIiLS1N1c/P743nWltBvEp++y/j7u5OhoWFtbUZ7QqlUolfRw6AsYY2VpiOwxhPC3zV0wq3Q1yxkNwOyFUR0d8XJw7Mg/23l3Bs/CAU0qvB5Y/D2SdliF7dGzRanVxKkiTuHj2Ah38fg33XHug1Yw5oNGpNlKJ9QJIkwvLDsC92H0KyQsCiszDYdjAmiCbAQsOirc2j+IjYE70HPz/+Gb0se2GD3wYwaW0TArclEAQRTpKke/3fkZGRac7Ozm16iO3u3bvsTZs2GZ0+fTr1/Pnz3C1bthjeuHGjyb3S/v7+tvPmzcsfPHjwK0PrmpqaOoaFhcUbGxu/9+RAJSUltLFjx1pduHCBSmL3HvH397e9cOFCSuMtXG+Lp6cnf/PmzZl+fn6totB9yuzfv18rPDyc8/PPP+e0tS0vEhkZqefs7Gz14uvU8hNFi6HRaDDgcFFQUQpHT01EZpZBhaUGmkQT9qqRCFHthrJaCYxduwO4BD1pMZSEKZQq8aiWGiCzVAxLXTUAdcqP96jxoNEZuH/iLygVcvSZNR80OuX8ULQdcqUcV9KvYF/sPsQVx0GHpYMvXL7AKP4oaLOoPHsUb84Uxylg0pjYHLYZ8ptybO66GUx6+3V+2hve3t41oaGhFa8KDV1UVER3d3cXCoVC8eucng+Njo6OknJ63j/NOcMU7xe5XE6sXLmyRee42guU40PxRph24CEr7gk604qxK4sBqVwJNtERjoxwXCMC8EdSGoI6dEKSBmDz7BkKO5ihsjgBgAHicysaHB+gzvnxGhEEOoOBO0f2Q6lQoO/shVRyU4oPTrWsGqeensLBuIPIqc6BlYYVVnVZhYE2A8FiUFG4KN6NifYTwaAxsOHRBsy7OQ8/dPsBqvQWHTWgADBv3rxiABgwYEDlgAEDXnJs9PT0FGlpaS1OEJednR3dmvZRfFo8evTorUNk/9f47LPPPpqzPfVQByso3ghL364AAKusCEjlSiTmVcKK/zkEiAVBkriYXwIDjgFy9QhopOeBZJGQ5VeBRigRl9v0QlynoSPhN+4zJN6/jX9+/h4KeZNboSkoWp0CcQF+DP8RPY/3xPeh38NIzQhb/bfizJAzGMEbQTk9FK3GWOFYrOy8EiFZIfjy+peolbfoqAEFBQUFRStCOT4Ub4SJrx8YCiXI7KcAgIjMUhjZeYJbo4CZPBcFEhkIgoDYgAVusRLGVobQEevAwjC/IbJbU3gMHAb/SdPw9NE9nP3hO8hllPND8f54WvoUK+6sQO+TvbEvdh+6mHTBoX6H8GffP+Fv4Q8aQX01UrQ+I/kjscZrDe7l3MPsa7MhllFHCCgoKCg+JNSvO8UbQWeqQE+VjZKKYuipqyAisxwAwJCbwJ7+GAVsNRTV1IBubgimgkBnbV3QSTpMVVORkNe84wMAHfsOQsDns/As/BHObF4HmfSlwC0UFG8NSZJ4kPsAM67OwLCzw3A5/TJG8kbi/NDz2NJtC5z0ndraRIr/AEPthuJbn28Rmh+KWddmoVr20QRDoqCgoPjooRwfijfGxKoDKmkEvNVqEZlVBgDQ5vaBPRENBY2O3Ynp0BTU5TbRzoyDgqEAV1yOzJIaVNa+Wslx6dUPvabPRVrkY5z+fi1kEmo7CMW7IVPKcP7ZeYw8PxJTL09FQnEC5rrOxZXhV/BVp69gzjVvaxMp/mMM7DAQ3/l8h4iCCMy4MgNV0lem16CgoKCgaCUox4fijbHs5A0AcCmKQkphFSpqZeB5fg6+IgEEqcTN3EKYuPcEABTFR0DDVAM61RqgMUob8vm8CsfuvdBn5jxkxkTh7w3fQFpb8177Q/FpUiWtwp+xf6Lvyb746vZXkCqk+MbrG1wafglTnaZCU1WzrU2k+A/Tz6Yfvvf7HjFFMZh2ZRoqpK9WxP+rVFVVER4eHvxXRXVrikOHDmkuW7bMqDVtSUxMVLGzs7N/8fV58+aZnD59mtuabTVFRkYGY8CAATbm5uYOHTp0sO/atattVFSUKgBER0er+vv725qbmzvY29sLO3XqxLtw4YI6AGRmZjL8/f1t+Xy+qL4cACgUCkyaNMnczs7OnsfjiRwcHIQJCQkqr7LB1NTUMTc3l4pA1ALOnz/P9ff3twWen48HDhzQCg8PbzhA+iHmj6enJz8kJIQDAF5eXrzCwsL/bAhdavJSvDEWPXqAduA3cPJTQOq5IDqrHN62elAXq8BKLR2Fcl3YWnoiSgMgMnLgMcYDN9NvwoSdiPhcH3hY6by2DfuuAaDR6bjw6w84uf5rDFu6GqoczgfoHcXHTl51Hg7FH8KJpBOoklXBw8gDq7qsgo+pD3V2h6Jd0cuqFxg0BhbeWogpl6Zgd6/dlEP+Atu2bdMbNGhQKeMNo32OHTu2HED5+7HqeX766af3msNELpeDRqNh0KBBtkFBQcXnz59/BgD37t1j5+TkMG1tbaUDBw60+/bbbzP/12+Ehoay7t+/r9a3b9+qJUuWmHbv3r1i5cqVBQDw8OFDNgDs2bNHJy8vj5mQkBBLp9ORkpLC1NDQUL7PvgB1OQFJkgT9A6evkMlkYDLbJpR84/l4+vRpLblcXu7m5lYLvP/58yJjxowp3rx5s/7GjRvzPmS77QXqKYDijWFw1KBLZ6KyvBAAEJFZBgBg0RzgQItAPkcdYrkKCvQI0PKr0cWxC5SEElaMslcGOHgRoU839J+7GHnJiTi5fiVqq6ntIBTNk1iSiGW3l6Hvyb44EHcAvqa+ONL/CPb23gs/Mz/K6aFol3S36I6f/X9GSlkKPr/0OUpqS9rapHbFsWPHdEeOHFkGAOnp6Ux3d3e+QCAQ2dnZ2V+8eFEdAE6cOKEhEomEfD5f1KVLFx4AbN26VXfChAkWABAYGGgVFBRk4ebmxreysnI4fPiwJgC4ubnx7927x65vq2PHjoJ6p+BNCAwMtPrjjz+0gTpFZP78+SYikUjI4/FET548YQFARUUFbcSIEVYODg5CoVAoOnjwoBZQpyK5ubnxRSKRUCQSCa9cuaIG1KkFnTp14g0cONCaz+fbnz9/nstgMMjFixcX1rfr5eVV06dPn6pdu3bpduzYsare6QEADw+P2rlz5xYDQF5eHtPc3Fxa/16nTp1qACA3N5dpaGgoq3dAOnToINPX11cAwK5du3R4PJ7Izs7OfubMmaYv9nnmzJmmGzZs0K//e8GCBSZff/21IQCsXLnS0MHBQcjj8UTz5883qe+njY2N/bhx4yzs7e1FKSkpzSpLjdWJ3NxchqmpqSNQd0979erVwdfX187S0tJhxowZZvVlOByO69SpU81EIpGwS5cuvJycHEZ9XbNnzzb18PDgr1u3zvD27dscDw8Pvr29vdDHx8cuPT2dCQAxMTGqXl5ePD6fLxKJRMLY2FhVpVKJ6dOnm9UrYrt379auvzeenp78Pn362FhbW9sPGjTIWqms8xdPnDihYW1tbe/m5sY/ceKEVr199fPxypUralevXtVasWKFmUAgEMXGxqo2nj9nzpzhCoVCEY/HE40YMcKqpqaGeJt5VVVVRQwYMMCGx+OJ+vfvb1NbW0vU2zJ69OiyU6dO6TY3/p86lOJD8VYYm1kiKiMZjmryBsfHvMMkiPK24hxtKHYmPAPPkANuRhVUaAQY+gyYFLMRk/NmScD5XXxAY9Bx/seNOLFuJQKXrwFb/b3vKKD4SCBJEvdz7mNf7D7cz70PNoON0YLRGCcaB1P1l36rKSjaJX5mftjWfRvm3piLzy99jt29dkOPrdfWZj1HyYkkc1ledavK7kwjNbHOcF5mc+/X1tYSmZmZqnw+XwoAe/fu1QkICCjfuHFjnlwuR2VlJS0nJ4cxe/Zsq5s3byYIBAJpfn5+kzJCZmam6qNHjxLj4uJUe/TowR88eHD0pEmTivbs2aPn5eWVGRUVpSqVSol6p+Bd0NPTk8fFxcVv2LBBf8OGDYZHjx5NX7ZsmbG/v3/F8ePH0+oTrg4aNKjCxMREfvv27SQOh0NGR0erjhkzxiYmJiYeAKKiotSePHkSKxAIpOvWrTNwdnZuMgxgbGwsy9XVtdkQgV988UXBpEmTbHbs2CHu1q1bxcyZM4utrKxk48ePL/Hz8xMIBAKur69vxaRJk4q9vb1r0tLSmKtXrzYNDw+P19fXl/v6+vIOHDigNX78+LL6OseNG1cyb948i6VLlxYCwJkzZ7QvXrz49NSpUxrJycmsqKioeJIk0aNHD9sLFy6o29jYSNPS0li7d+9OO3jwYMbbjm1cXBwnMjIyjs1mK21tbR2Cg4PzbW1tZTU1NbSOHTuKd+/enRUcHGy8dOlSk/3792cAQFlZGT00NDRRIpEQnTt35v/zzz/JJiYm8t27d2sHBwebHj9+PC0oKMg6ODg4b8KECWVisZhQKBTE/v37taKjo9nx8fGxubm5DE9PT2GvXr2qACA+Pp4dERHxzMrKSubm5ia4cuWKuq+vb/Xs2bOtrly5kmhvby8ZMGCAzYv29+zZs7pHjx5lAwYMKJ88efJzOXDEYjExffp068uXLyc6OTlJhg4darVp0yb9VatWFQBvNq9++OEHfTabrUxKSop7+PAh29vbW1Tfjr6+vkIqlRJ5eXl0IyMjxdvei48VagmU4q2w8OgEEAS6VcUjIrMMJEnCXNQVdjXpoJEKhOYWgG5hBKacQG3MPQgFQnAUHBSXP4ZCSb5RW3YeXTA4eDmKMlJxfO1yiCs+yO4FinaMTCHD2ZSzCDwXiOlXpyO5LBnzOs7DleFXsMRzCeX0UHx0eJl64deAX5FdlY3PLn2GAnFBW5vU5uTl5TG4XG7D4Z7OnTtXHz58WG/BggUmjx49Ymtraytv3ryp5unpWSkQCKQAYGho2OSDXGBgYAmdToejo6PE3NxcEhERwZo0aVLp1atXNSUSCbFz5069oKCgN1uZa4agoKBSAPD09BRnZmaqAsDNmzc1fvzxR2OBQCDy8fHhSyQSIjk5WUUqlRJBQUFW/1vh75CSktJw9sPJyam6vl9vQs+ePTvY2dnZ9+rVq8P/+l6RnJwcPXny5KLExES2m5ubKCcnh9GhQwdZcnJyzJo1a7JoNBr69evHP3PmDPfOnTtqnTt3rjQxMZEzmUyMGjWq5NatW+qN2/D29q4pLi5mpKWlMe/fv8/W1NRU2NnZSS9evKgREhKiIRKJRP9TdlgJCQksADA2NpYGBAS8UxhDHx+fCl1dXQWHwyFtbW1rU1JSVAGARqNhypQpJQDw2WefFT969KjB3jFjxpQAQFRUlOrTp0/Z3bt35wkEAtGmTZuMc3JymKWlpbT8/HyVCRMmlAEAh8MhuVyu8vbt29yRI0eWMBgMmJubyzt16lR1584dDgA4OjpWd+jQQUan02Fvby9OSUlRiYiIYJmZmUkcHR0lNBoNY8eOLX6TvkVGRrLMzMwkTk5OEgCYNGlS8Z07dxpWet9kXt25c0d9/PjxxUCdwsfj8Z5zjHV1deUZGRmvPM/1qUIpPhRvhVWvPiBOHoJ+UTIKCUfkVdTCWJMNdYkmbNlPkQcTaAmcAKQgN+wKeowKRkxIDIxpOUgvroaNvvpr22iMTUcPDFm0Emc2f4vja5ZhxMpvwdHUei99o2i/VEgrcCLpBA7FHUJBTQFstWyx1nst+ln3gwr9P/kdTvEJ0cm4E3b02IFZV2dh8sXJ+L337zBSa9Xz+W/Nq5SZ94WamppSKpU2LND27du3KiQkJPHkyZOakyZNsp47d26+tra2nCCIV1UDAHjxGoIgwOVylb6+vhV//fWX1tmzZ3XCw8PjWsNuFotFAgCDwSDlcjkB1KnTJ06cSHZ2dn4uT8OCBQtMDAwMZCdPnkxVKpVgs9lu9e9xOJyG8zaOjo41p0+f1m6qPXt7+9rbt283/KheuXIlJSQkhBMcHNwQstLQ0FAxY8aMkhkzZpT4+/vbXr58WX3SpEllbDabHDlyZMXIkSMrDA0NZadOndLq0aPH66MQARg4cGDpwYMHtfPy8piBgYEl9f2cN29e7qJFi55zIhMTE1Ua9+dVMBgMUqGo81/FYvFzN05FRaVh5ZROp5MymazJm9/4fnO5XOX/bCNsbW1rIiIiEhpfW1JS0qQIQJLNL9Kqqqo2tgP197klc7E5XtUe8Gbz6nW2SCQSoqX341ODUnwo3gpVbR1oEXTIKutWJSMyygAAmhoBECEaeWrqoNn3AAAUxkdCW0MbEq4M5koCcTlvF73IysUNQ5d+jbKCPBz95itUlVJ74f8r5FblYlPoJvQ60Qs/hv8Iay1r7OixA6cGncIQ2yGU00PxyeBm6IZdPXehpLYEky5OQnZVdlub1Gbo6+srFAoFUf/wm5SUpGJqaipbuHBh0bhx44oeP37M8ff3r3748CG3PhpZc1vdTp06pa1QKBAbG6uamZmp6uzsXAsAM2bMKFqyZIm5s7Nzdb1adOPGDc7QoUOtWrMv/v7+FVu2bDGsPwty9+5dNgCUl5fTjY2NZXQ6Hdu3b9etf+B/kYEDB1ZKpVJiy5YtDXsgb926xfnnn3/Up06dWhwWFqZ+6NChhsgY1dXVDc93Z8+e5VZWVtIAoLS0lJaenq5qbW0tvXPnDictLY0J1EV4i46OZltaWkr9/PyqHz58yM3NzWXI5XIcP35cp1u3bi8dsh0/fnzJyZMndc6fP689bty4UgDo27dvxYEDB/TKy8tpAJCamsrMzs5ucpF96NChVjdu3Hhp+6S5ubnk0aNHagBw6NChJp29F1Eqlag/J7Nv3z5dT0/Pl5w3Jyen2pKSEsbVq1fVgLqH/7CwMJaOjo7SyMhIeuDAAS0AqKmpISorK2ldu3atPHHihI5cLkdOTg7j0aNH6r6+vs0qVi4uLrVZWVkqsbGxqgBw5MiRJiM5qaurKyoqKl56/nZxcanNzs5WiYmJUQWA/fv36/r6+r7SCW1uXvn4+FQdPHhQB6gLdJGUlNQwzkqlEoWFhUw+n/+fTJZIOT4Ub42RoQnKSQW4ylpE/C+fj8BzOkTKOJAEDVeqNVGoAdRk1gUOsehgDi0ZF/eSQ9+6TQsHZwQu/QaVRYU49s1SVBa3ys4EinZKXHEcloQsQd9TfXEo/hC6mXfDsQHHsKfXHviY+rzT6hoFRXvFxcAFv/X8DRXSCky+OBmZlR9cbGk3+Pn5lV++fFkdAC5dusQViUT2QqFQdObMGe3Fixfnm5iYyLdu3Zo2dOhQWz6fLxo6dOhL5yoAwNbWVuLp6cnv37+/3U8//ZTO4XBIAPD19RWrqakpJk+e3PBjkpaWpspms5tcfk9NTVU1NDR0qv+3d+/eFj2Yb9iwIUculxP1gRlWrFhhCgDz5s0rOHz4sK6zs7MgKSmJxWazm1yFp9FoOHv2bMq1a9c0zM3NHWxtbe2//vprEwsLC5m6ujp55syZ5N9++03fzMzM0cXFRbBu3TrjZcuW5QBAaGgox8XFRcjj8USenp7C8ePHF3Xt2lWcl5fH6N+/v62dnZ29QCCwZzAYWLp0aYGlpaVs1apV2V27duUJhUJ7Jycn8bhx48petMnd3b22urqaZmhoKLW0tJQBwLBhwypGjBhR4uHhIeDxeKKhQ4d2KCsra9IZjY+P55ibm7+U3G/p0qX5v//+u76rq6ugqKioRTuT2Gy2MjY2lm1vby8MCQnhfvfdd7kvXsNiscgjR46kLF261IzP54vs7e1F9Vv4Dh48mPrrr78a8Hg8kbu7uyAzM5Mxfvz4Mnt7+xqhUGjfrVs33jfffJNlYWHRbFx1DodDbtu2LX3AgAG2bm5u/MYBJRozduzYkq1btxoJhUJRvZNUX37nzp1pI0aM6MDj8UQ0Gg3BwcGFTdVRT3PzKjg4uKC6uprO4/FE69evN3J0dGxw2O7cucNxdXWtbqsId20N8Tpp7b+Ku7s7GRYW1tZmtGti9u7BpUunUWDshzShL45O7wIAuPC3F6Zq/gzH8jJM3T0PBpUkfG7H4Wn2UxzafQjp2sAfX65+p7azE+Nx6rtVYGtoYuTK9dDQN2iFHlG0B0iSxJ3sO/gz9k88zHsINaYahtsNx1jhWBirG7e1eRQUH4y44jhMuzINqnRV7O29F5Yalu+1PYIgwkmSdK//OzIyMs3Z2blNV5fu3r3L3rRpk9Hp06dT37aOwMBAq6YOkwNAWloas1u3bvyUlJSY+uhm06dPN/vss8+KWyPQAUXTlJSU0MaOHWt14cKFZ61RH4fDcRWLxU9ao65PncmTJ5sPGTKkbPDgwS3a0vixEhkZqefs7Gz14uvUGR+Kt8a6Tz/g4t+wrUjBuWwnKJQk6DQCGrCCHRKRxzSDxJADjfQqkDIp7EztUKkiBqdaAbGs2QA0LULbxhL9v1qOM5u+xYG1izBs6Wpo6hu2Us9ehkljgEltp3qvSBVS/PPsH+yP24/ksmQYcAyw0G0hAnmB4Kq0z0h+ciUJifLj2iZNkCQ4TOqr/72jVAK0d9tUIdIV4fdev2Pq5amYfHEy9vTaAxutJgWNd0ZR+PS91PuueHt714SGhlbI5XK8aS6f1/HLL7/orlu3znT9+vWZjXPK7Nq1K6tVG6J4CR0dHWVrOT0Ub4aDg0PNp+70vApK8WkGSvFpGbtHDACdYGCNzVRcmucHvhEX6ZEXsan4Bk5iNJY92ooe+x7A/NCvUHfrjvk7voFGvhJJmklI0kyClP7GAWvaBJLGgZlOF+ztthImav/Z8PfvhQpJNab/uwwx5TcBQgltFUMEe8xFX+u+YNLbpxRfrVBgb1YRfs0oQJn844sGKqzMx9eOQnSztmhrUz5NHv4GXP0a6DgR8F0IqOu/vswrSC5NxpTLU0CCxJ5ee2CnbddKhtaRkZ6Ofw9uw8wVW9qd4kNBQUHxNlCKTwshCGIggIG2trZtbcpHgZGeIVKKckFXyBCRWQq+EReWzn0guLAHJItAuHUP9MADZIVdgsCtO+YMm4KfD/4OXjkPNuU8iI1UwHM3BJv19lOxqrQYUVcvgqDR4NSzL9Q0tN65X08K43CvXIIiwgBsUgy2JAbZRdfQ81QoeIbd8YffEmix3iwyHcXzSOUyzLr4NR4W/QsQChBQBaHgoFSaj29CdiG7hIHp7n1Ae8dV89ZEqlTiYE4xfkrPR4FUjgAdDXhrt+95IK+tRnrMfaSXyCAHDRyWHHcNRBidVoKOielY42gLd1NqC2GrEX8OuLAY0LMDHu0CHu8HOs8EvOYAbK23qtJW2xZ/9PkDUy5NwWeXPsPuXrsh0BG8s6m5ubm4fv06nj59CjVQ5+UoKCg+fSjFpxkoxadlPPn1Z1wPuYIIbT+Y9eqL74Y5AgAuH+uJKXprYV9cjB9WBqOkrzW8f/y3odyj+FScOn8JrOo8SMCAgZ0LpgztAS6H1VxTr6QoMx3H1y4HAIxY+S30zN9uL/z51Ov4KTUDMYQL1MkK9FaNwbfuQVCK4/Hjw1U4V6YChSQDSroOXE17Y7fPQrCZqq+vmKIBhUKBRdc240rOEYCQAyQDvUxG4/uAYChIEmtuHsDZ9H0gGSXgKO0wr+OXGOPctW1tJkmcyCvF5rQ8ZNZK0VlTDctsjOGp1X6dHpm4AqGnd+FOUjHEYEGgXoXu/QNhYNcR+Qcm4GuiM/4x84WcRoOXrBprXYUQGbSvpJkfHZmhwJ8DAEMHYOI5oCIbuLEeiD0FsDQB73lAp+mAitpbVZ9RkYHPL38OsUyM33r9Bntd+7eqp6ioCDdu3EBsbCxU6AR8FSEwVQc6LLpOKT4UFBSfBM0pPpTj0wyU49MySpMSsXflQtDZ5rjsGoR/v/QFAIT/uwJLWbYoqLXCttUzIbfgoPuJ8JfK33ycgH8vXQFHUoxaqMDSwR2TB/mDpfLmW5yKszNxfO1yKOVyDF+xDgZWLd8LfyvrITY+jcYTsiNYqIE/MwLrXANhov7/OTTy8s4gOnYBLpEBuFCQAZosGwqGIbpaDsAvXeag8R5xiqZZc2sHTqT+DpKQACQdnfT6YXufb6DCeP5+V0pqsPL6XlzLPQTQK6FJOmJJp/kYKPT4oPaSJIl/CsuxMTUXT8USOHHZWGZjjK7a3HYbUU4hrcWTc7/hVkwWKkkObNgVCOjVH6auAf9/UU0psLcP0qsVWOm4EVdVtAAAAcparHO3h6W2VpvY/lFTnAL83hNQ1QCmXAXUGjmRuVHA9XXA00uAmgHgtwhwmwgw3nzRJKsyC59f+hyV0krs7LkTTvpOLS5bXl6OW7du4cmTJ2AwGHC01EX35NWoVjGEzrzbUFHTpBwfCgqKTwLK8XlDKMen5ewc3h8Mmgq+s52KmNW9wVaho6o4F8ue/IBj9LH4av8KdEx+Bt/bzeeGO383Ardu3ICavBw1BAtCNy+M7+sDOv3NtjmV5mbj2NrlkEskGL58LQxtXr1l8XF+NNbG3cMj0g10KOBDD8capz6w1W7aaUpL246UZ1tgbj4DP+ar4Fb6OdDl+VAyTTHAdjjWu02mHKAm2ProL+yN2woFUQ2QBBw0u2FXv++gofrqle9icSWWXtmJB8XHAXoN9AlPrPZdAD/rt1vpbikkSeJmSSW+S81FVGUN7DiqWGpjjH56mu3W4VEqFIi5uBc3whNRqlSHmUoFArp1hbXX4KYLlGUAe3oANCbihp7EqqRC3GWqgaFUoh9NijUeTjDktl9Fq11RXQz83gOoKQM+vwLoNfO9k/EAuLYGSL8LaFoA3ZYCTqMA+ptt9c2tysVnlz5DqaQUO3rsgKuB6yuvr6qqwp07dxAaWpdKwMPDAw6m6tA5ORwSGgcqM29CTd+iXUZ1o6CgoHgbmnN82s/meYqPFgMtHYiVEijlcsTklAMA1HWNIaiqC4wT6tkHmiUkSFnzgQwGeLtg47IvIfLtCyXBQFrYdSz9dguOXX0I5RtEzdI2NsXo1Rugwmbj+LrlyE1ObPK6pJIUjLm1HYNjxXhEuqETLQxnHdXwV9dZzTo9AGBpORMmJqOQmbkTK6wNED7yHzhbjAGUNfg3/mc4HxuKDZFHW2zvp86ByPPo+KcPdsd/BwWqYcPxxLURt3B46NbXOj0AoMvhYvfgRbgQeBFO6oEoUERg1q0x6HtoNp7kvHV021fysKwKQ58kY0zUM5TKFNgqtMBNTwH662u1S6eHVCqReP0v7Fy/GKdCs6FCIzHGj4/Pl25u3ukBAC0LIOgYUFMK0aWpONHNBef4xnCU1+AMwYHng3gsuPUQZTW1H64zHyOyGuDwaKA8GxhzpHmnBwAsOgOT/gHGnQI4OsCZWcCOLkDs6boocC3EWN0Y+/rsgz5bH9OvTEdoXtO50WpqanD9+nX8/PPPePjwIZycnDBnzhz4ugqg/vc4kCBAjDsJNf32G+SiqqqK8PDw4MvlzaZPaZJDhw5pLlu2zOj1V7acxMREFTs7u5dWXebNm2dy+vTp9x56MjMzkzFw4EBrMzMzR3t7e6GLi4tg//79WgBw/vx5LkEQbj/++GOD1Hj37l02QRBuq1atMgTqwnqbmpo6CgQCEZ/PF505c6bBZk9PT76VlZWDQCAQCQQCUZ8+fWwAIDIyUtXT05MvEAhENjY29mPGjLEEgMrKStqgQYOseTyeyM7Ozt7NzY1fn7S0OTgczqs9dIoGtm7dqjthwgQLAPj+++/1f/nlF9361+uTzgLAqFGjLMPDw9/ujEALMTU1dczNzWXU1tYS7u7ufJnspdRLHxWU40PxzpgJHSCj0yAqS0FERlnD64JaOVikGKU6JmAqgPLIm6+sh0ajYWRAJ2xYvgCW7v4gSCXi7lzAkvU/4/zdyBbbo2lghFFfbwBLnYsT61YgOzG+4b2sihxMur0dvSLycVPRGU5EFA7zFTjVbQZc9B1eWzdBEODz1kBXxw+JSV+juvweDvovQ8jwc7A1HgJSXoRDEevgeDQQO+PPt9jmT41ziSHw+LM7Nj75CjKyHCaqDjg7+DLOjPgdBmotyvf3HGaaOjgUuBp/DzwPHqsvMqV3MP7SUAw9shiJhTmtYnN0pRhjI59h8JNkPKuR4DueGe52EmCkkQ7o7dDhAYDUe2fw+4ZgHA5JgpwkEOhphulffQ9+9zEgWhIUwsQFGPknkB8LHJ8EdyN9/NvHF0esdNBBXou/lKroeDsSq+6Eolr6cURg/KAoFcCpqUBWKBC4G7Do9PoyBAHYBgDTbgIjDwAggOMTgd3dgKdXgRbuwjBUM8Te3nthrGaMWVdn4UHug4b3pFIp7ty5g59//hkhISHg8Xj44osvMHjwYHCYQNWegVBTVqJ60O/Qsmnfz6Lbtm3TGzRoUOmbhrIeO3Zs+fr16/Pek1nP8dNPP+UMGTLkvYUHlsvlUCqVGDhwoK2vr29VVlZWdGxsbPyxY8eeZWZmNuRZsLOzqzlx4kTDF+zBgwd1+Hz+c7mI1q1bl5WQkBC3efPmzLlz5z53GHb//v3PEhIS4hISEuIuXrz4DAC++OILi7lz5+YnJCTEPXv2LHb+/PkFALB+/XoDAwMDWVJSUtzTp09j9+7dm6aiovLetxC9qQP8sbcLAIsXLy6cPXt2MQAcPHhQLyMjo8HxOXr0aLqbm9sHWZ1isVhk165dK/bs2aPzIdp7X1COD8U7Y+3fAwDQSfwUEVllDa9b2IyCAHHI1Kz7jGSGXmpRfXQ6DZMHdMWarxbA0MEbdHkNwq78jcXfbcONxwktqkND3wCjvt4ANS1tnFy/CrGR9zHz7nZ0C0vGRbkX7JCEPdbl+Md/KvxMW/Cw0ggajQEHh21QVxMgJnYuKipjoMvSwN+91uLi0DMw0e8DpSQLvz76Ci7Hx+Boyq03qv9jJiTtCboc6IOv7n+BGrIQekxbHOpzCpdGH4a19rtHDrPTM8ap0RtxoPffsFDxxdPaSwg8PxBBJ1Yjq7zkrepMFtdiWmwaeoYlIbyiGitsjPGgswiTTfWg0o4iyjUm6/FV7N+4AH9efoIKGQMDnXTxxdJ1cOw3BbQ33Wpp1xPovwVIvgr8Mx8gSXSztsD1vr7YY8qFoUKK32RMuN4Ix/cPnkDShg8A7Y7LK+uiuPX+FhC9Ql1rCoIARIOAWfeBITvrzl0dCgT+6Aek329RFfocfeztvRfmGuaYfW02QjJC8OjRI2zduhVXr16Fubk5pk+fjhEjRkBPTw9KuQwFOwbDQJaBPO9vYdCx31t0+sNy7Ngx3ZEjR5YBQHp6OtPd3Z1fn6X+4sWL6gBw4sQJDZFIJOTz+aIuXbrwgOdXzAMDA62CgoIs3Nzc+FZWVg6HDx/WBAA3Nzf+vXv32PVtdezYUfDw4UP2S0a8hsDAQKs//vhDG6hbHZ8/f76JSCQS8ng80ZMnT1gAUFFRQRsxYoSVg4ODUCgUig4ePKgF1KlIbm5ufJFIJBSJRMIrV66oAXUKTqdOnXgDBw605vP59ufOneMymUxy8eLFhfXt8ng86fLlywvq/zY1NZVKJBJaZmYmQ6lU4vr165oBAQHlTdkcEBBQVVBQ8NrDtAUFBUxLS8uGVQ9PT88aAMjNzWWampo2LP07OztL2Gw2CQCrV682tLOzs7ezs7Nfs2bNS9nF+/fvb3P06FHNxuO3b98+LblcjunTp5s5ODgIeTyeaNOmTXpNjcWr7K1XJwAgJCSE4+npyQeABQsWmIwYMcLK09OTb2Zm5rhu3ToDoG78ra2t7YcNG2bF4/FEffr0samsrKTV1xUcHGzs5ubG37t3r/apU6c0XFxcBCKRSNi3b1+beoXr1q1bHFdXVwGfzxc5OjoKS0tLaWKxmBg+fLgVj8cTCYVC0blz57hA3bzs1atXB19fXztLS0uHGTNmmNXb/vPPP+taWVk5eHh48O/du9ewz3jBggUmq1atMvzjjz+0Y2JiOBMmTLARCASiqqoqwtPTkx8SEsIBgF27dunUK3AzZ840rS/P4XBc58yZY8rn80XOzs6CzMxMBgDk5OQwevfu3cHBwUHo4OAgvHz5shoA5OXl0b29ve2EQqEoKCjIsvGRmOHDh5cdOXLko3Z8qHDWFO+MrosrWAol1JX5uJxZ1vC6VcchEF5bhghVd0TY8WGSFPtG9bJUmJg5vCeq+vth96krkDyNwK2zR3DpmiGG9e8DT5H1K8tzdfUwYPkqrP5nJ7YX1aCM5gUeYjHLVAujeZPeoqf/D4OhDmfn3QgLG47IyClwdzsJNtsU5ur6uNRvExLKMjD99iYUl97H2jtz8H2EKzZ0+hI9zTq+U7vtlYi8JHx5bTGKZSkAAA26GTb6fQdfS5f30p6riTX+HbsNt1PjsPrOj4iuPom+J/9FJ91AbOw5C7qc1+86yayV4oe0PBzNLQGLTsN8S0PMMNeHZjtO7pkfdx83/j2JhCp1cKCC3nw1uA8JBpP9jmdx3CcD5ZnA7S2AliXgFwwAGMDrgH621jgSl4TNmVX4oYbAn1cf4Qt9Lqa5iMD4L59ne7ADePAr0GkG0HnW29dDowMuYwCHQODxn0DIJuCPPoBtTyBgJWDs/Mriumxd7O6xG0uOLcG5/eegJleDpaUlRo4cCQuL/9/CRiqVyNg9FlZVEUgTzoJVzxlvZObp06fNCwoKOG/Vx2YwMDAQDxkyJLO592tra4nMzExVPp8vBYC9e/fqBAQElG/cuDFPLpejsrKSlpOTw5g9e7bVzZs3EwQCgTQ/P7/JSZmZman66NGjxLi4ONUePXrwBw8eHD1p0qSiPXv26Hl5eWVGRUWpSqVSolOnTjVNlX8T9PT05HFxcfEbNmzQ37Bhg+HRo0fTly1bZuzv719x/PjxtKKiIrq7u7tw0KBBFSYmJvLbt28ncTgcMjo6WnXMmDE2MTEx8QAQFRWl9uTJk1iBQCBdt26dgZOT02szfw8ZMqT0wIED2u7u7mJHR0exqqpqkyrMyZMnNXv06FHW+LUJEybYsFgsJQB07dq1YteuXVlffPFFfr9+/Xiurq7VAQEB5V988UWxnp6eYtq0aUUDBgzgnTlzRtvPz69i6tSpxY6OjpLbt29z/vrrL93w8PB4kiTh5uYmDAgIqPT29m4Y11GjRpUcPXpUe9SoUeW1tbXE3bt3Nf7888/0n376SU9TU1MRExMTX1NTQ3h4eAgGDhxY8eJYvO19SU5OZt27dy+xrKyMLhQKHRYtWlQIAGlpaaxdu3al9erVq3rEiBFWmzZt0l+zZk0+ALBYLGV4eHhibm4uY+DAgR1CQkKSNDQ0lMuXLzdau3at4bp16/LGjh3b4dChQyldu3YVl5SU0NTV1ZXr1q0zBICkpKS4J0+esPr162eXkpISAwBxcXGcyMjIODabrbS1tXUIDg7OZzKZ2LBhg0l4eHi8jo6OwsvLi+/g4PDc/Z48eXLpjh07DDZv3pzp5+f33HtpaWnM1atXm4aHh8fr6+vLfX19eQcOHNAaP358WU1NDa1Lly5V27Zty54xY4bZtm3b9L///vvc6dOnmy9YsCC/d+/eVU+fPlXp3bu33bNnz2KXLl1q0qVLl6rNmzfnHjlyRPPw4cMN2yc9PDxqoqKi3i4sZTuh/f7CU3w00Gg0GKhrIr+yHFnF1SiqkkBPXRUMBgOCinxAD7gW0AOj7ux9q/rV2aqYP3YASir8sfvkJcjSYvHP0T9xWtMMQUP6wsHG9KUyErkE3z45gFOVZiiyHA4bWRKGPjyK6f2mwYrn9q5dBgCoqhrC2fl3hD8eiYjIz+DudgxMZt0ilkDLArcGbkNoYSLm3tmCyopQzL/2OdQ1PPCT1wJ0Nnz3HBztgWcl2Zh+KRi5khgAAIdmgFWdVmMA3/eDtO9rLcI16934JzEM393/EQ/LDqLbkTPobhSEdQGfg6v68uJtoVSGn9PzsT+7GAQBTDXTx2xLA+i/RSTBD0XJs0jcPHsIUWVsqEIF/tZMdB46B6oarZhMt/vKuoAH19cCmuaA8ygAdZ/vIAcBRouU+C0iDr/kA2sqFNh9+QEWmukgyJ7frnItfRDizwEXvwIEA4De6+vUm3eFoQJ4TgVcxgKPfgPu/Ajs8gNEQwD/5YA+76UiJEkiPj4e169fh1mRGWo4Nbinfw8+/j7POT0AkH50CazyLyHNeACsRn337vZ+APLy8hhcLrdBYuzcuXP19OnTrWQyGW348OGlXl5eNRcuXOB6enpW1j8QGxoaNplRODAwsIROp8PR0VFibm4uiYiIYE2aNKl006ZNxhKJJGvnzp16QUFBrRLIISgoqBQAPD09xWfPntUGgJs3b2pcunRJa+vWrUYAIJFIiOTkZBVLS0vZ559/bhkXF8em0WhIT09vCPXn5ORU3dyD/vjx4y0ePXqkzmQyyXpHCQAmTJhQEhgY2CEhIYEdFBRUcufOnedWRVasWGG2cuVKs5KSEsatW7fiG7+3f//+Zy8+UH/55ZfFgwcPrjh9+rTGuXPntPbt26cfFxcX5+XlVZOamhp9+vRpjStXrmh4eXkJb926lXDz5k31fv36lWloaCgBoH///qU3btzgNnZ8hg8fXr548WKLmpoa4uTJk5qenp6V6urq5NWrVzUSEhI49WNWWVlJj4uLY6moqJCvGouW0qtXrzI2m02y2Wy5jo6OLCsriwEARkZG0l69elX/b1yLt27dagAg/3/jWQoAN2/eVEtJSWF5enoKAEAmkxFubm5VUVFRLAMDA1nXrl3FAKCjo6MEgHv37qnPmTOnAABcXV1rTUxMpNHR0SwA8PHxqdDV1VUAgK2tbW1KSopqQUEBo3PnzpUmJiZyABg2bFhJUlJSi8/u3LlzR61x+VGjRpXcunVLffz48WVMJpMcPXp0OQC4ublVX716VQMA7t69q/H06dOGH8mqqip6aWkp7cGDB9xTp04lA8Do0aPLp0+f3vCZYjAYYDKZZGlpKU1bW7vlBxPbEZTjQ9EqmNjxkREVBpuqTERmliFAaAgAcKRrQ42sRJ65IVTy320bqo6GGpZMHoacou74/eRFKHKScOzPPTimZ4WJw/qhg6k+FAoFNkcewpEybeQS7jBFOhZrx2CaZT+cunYHpzetxcAFy9DBzbM1ug11dR4cHXcgImIyoqJnwtXlD9Bo/x+i1kOfj/tDf8OVrMf46uFWVFU8xJRL46Cj1QW7/BZBqNV+DxW/ivzKYky9sAip4lCAAFQJLcxzXYrxTv3bxJ7+fHf05x/C4chb+Onxz7heuAveB49joMVErOw2DiymCspkcuzILMRvmYWQkkqMMdLFfCtDmLJUXt9AG1GR/RQhp/ficSEDNDDhbQp4D/sCHN2Xnf13hiCAwb8ClXnAmS8ADWPA2q/hbRqNhhkdHfC5QoGfw6KxW0JDcJEEv1y6i6XWxhgi+I8kfc4MBU5OAUzdgGG76xSb1kSFA/jMA9wmAfd/rfsXfxZwCQK6LgG0LECSJFJSUnDt2jXk5uZCT08PI0eOhFkHM8y8NhPBIcHYgA3oY9WnzuRL22CZ+BsyuR1hMeXPtzLrVcrM+0JNTU0plUobvOq+fftWhYSEJJ48eVJz0qRJ1nPnzs3X1taWtyToyIvXEAQBLper9PX1rfjrr7+0zp49qxMeHt586NE3gMVikQDAYDBIuVxOAHVO6okTJ5KdnZ0lja9dsGCBiYGBgezkyZOpSqUSbDa7YWWOw+E0PFg6OjrWnDlzpuH8zoEDBzJyc3MZ7u7uwsb1WVhYyJlMJhkSEqKxd+/ejBcdn3Xr1mVNmDCh9NtvvzWYNGmSdWxs7HPOT1NYWVnJ5s2bVzxv3rxiOzs7+7CwMLavr69YU1NTOXHixLKJEyeWTZgwAWfOnNGk0+mvPefD4XDIzp07V546dUrj6NGj2mPGjCn53xgRW7ZsyQgMDKxofP358+e5jcfiVdDpdLI+IFJNTc1zKzKN1S86nY76e9PU3KiHy+Uq/2cbfHx8Ks6dO/dcVJ2HDx+yCYJ4qc+vipjc+CwUnU4nZTJZk3a8Ca9qj8FgkPWLUwwGA43nZFhYWLy6uvpLhV+1mCWTyQgOh/PRhoT+jy3TUbwvrPz8AQCupfGIbLTdTeQzD0LEIZWrD+0SEqRU0kwNLcdETwsrp4/GZ9NnAvo2QFEa/vhtO4J3boLf1eP4sdwJcjAwi/sYD7r2wwKXcVDX1qlLbGphhbNb1uNpaMv20LcEHe0uEAk3oqzsIeLilzb5BdTTrCPCAvdhle9WMNg8lJbexPCzI9Dr32BkVhU2UWv7pEJSjdF/z0GPk/5IrQkFHWqYJlyG8Im328zpacwY5664P/EEZgs3gkmo42zOj/A8MATDbl5Bpwdx+Dk9H731NHDbU4jNAvN26/RUF2bh8m+rsHX3n3hcyICbgQJzp01Gz6nfvB+npx6GKjDqAKDbATgyDih4+ZmISacjuJMLnnR3wwwVOQrpKpiRW4VuF27j2rP092dbe6A4BTg8CuAaA0FH65yU9wVbC+i+HPgyEug0E4g6DmxzQ/qxr7Dv9904ePAgampqMGTIEMyaNQsikQgaqhrY1WMXnPWdsSRkCc4/O4+80LMwvv81ClSsYDTzDGhvGDq7LdHX11coFApCLBYTAJCUlKRiamoqW7hwYdG4ceOKHj9+zPH3969++PAhNyEhQQUAmtvqdurUKW2FQoHY2FjVzMxMVWdn51oAmDFjRtGSJUvMnZ2dq+vVohs3bnCGDh1q1Zp98ff3r9iyZYth/UP53bt32QBQXl5ONzY2ltHpdGzfvl1XoWhSsMLAgQMrJRIJsXHjRv3616qqqpp8hvvmm2+y165dm9VcQAg6nY4VK1YUKJVK4uTJkxqvsvvEiRMaEomEAICMjAxGWVkZ3dLSUnr58mW1wsJCOlC3JTEpKYllZWUl7d69e9W///6rVVlZSauoqKD9+++/2v7+/i8Ffhg9enTJvn379EJDQ7nDhg2rAICePXuW79ixQ7++vaioKNWKioom+9ilSxdeamrqSzK9mZmZ9O7duxwAOHbsWIsi6eTm5qpcvXpVDQD++usvHS8vr6oXr+nWrVt1WFiYekxMjCpQF9UuKipK1dnZuTY/P1/l1q1bHAAoLS2lyWQy+Pj4VB08eFCnvh+5ubkqTk5Oza7++vn5VT948ICbl5dHl0gkxN9//92k7erq6ory8vKX5rifn1/1w4cPubm5uQy5XI7jx4/rdOvW7aV+NMbHx6di48aNDWew6s+7de7cuXLv3r26AHDs2DGNioqKhvby8vLo2tra8ua2UH4MUI4PRatg3MUbTIUS1rI8PGnk+GgZWIEvTkcxUwvhIlcUPr7Sam3amOhjzezx0O/FR4GhOtTyqtHt0VOMSLmIC87uWOX+GZj0//9eZKtzMXzFOhhad8D5Hzcg8f6dVrPFyGgwOtgsRH7+WTx7tqXZ60badEXEiL8wu9NG0FTNkVt4CX3+HozBl1aguLai2XJtjUQuw+fnlsH7sBdiK26CgApGWn2BiEkPMMdzTFub9xw0Gg3TPfvhzoQzcLDagiLzr3CP1IekIhbTWPnYLrSADefNE0d+CGrLC3Fz3zr8/Ot23MshYK8tw+yJI9B/1npomHwgRYWtDYw9DjBZwMHhQEVuk5dxVFSw2tsdj32dMY4mQSpDFWPTS9Hnwm08zGqdSHvtiupi4NDwuqhrY088n6D0faKuD/RZj9zRl3FIbSr+iFNFcdZT9OtAYPaUcXBxcXludVZdRR07euyAm6Eblt1ehtu35qCSpgX1qefA5LzyGbdd4ufnV3758mV1ALh06RJXJBLZC4VC0ZkzZ7QXL16cb2JiIt+6dWva0KFDbfl8vmjo0KFN5iOwtbWVeHp68vv372/3008/pdevWPv6+orV1NQUkydPbtjmlpaWplp/UP9FUlNTVQ0NDZ3q/+3du7dFD9cbNmzIkcvlRH1ghhUrVpgCwLx58woOHz6s6+zsLEhKSmKx2ewmlQ0ajYZz586l3L59m2tqauro6OgoHDdunNXq1auzXry2Z8+e1ePHjy97lT00Gg1LlizJ2bx5c0PI7/pD8wKBQOTl5cUDgIsXL2rw+Xx7Pp8v6tmzJ++bb77JsrCwkCclJbG8vb35PB5P5ODgIHJxcRFPnDix1MfHRxwUFFTcsWNHoZubm3D8+PGFjbe51TN06NCK0NBQro+PT0W9QjZ//vwigUBQ6+joKLSzs7OfOnWqZb0a0hiFQoH09HRVfX39lyKtrFq1Kmfx4sUWbm5u/JaoTwBgY2NTu3fvXl0ejycqLS1lBAcHv7QaaWJiIt+1a1fa6NGjbXg8nsjNzU0QHR3NYrFY5KFDh1Lmzp1rwefzRd26deOJxWLa4sWLCxQKBcHj8USjRo3qsGvXrrTm5hQAWFpaypYsWZLTuXNnoY+PD6+581wTJkwomjNnjmV9cIPG5VetWpXdtWtXnlAotHdychKPGzeu7FX9/u233zIfP36sxuPxRB06dLD/5Zdf9IG6uXr37l11kUgkvHTpkqaxsXHDFsMLFy5oNBcw42OBSmDaDFQC0zfn8LgRKBFXY5fTl4j8uleDbLvn8AysMJqBIYn3ME2RhI5f/NQq7Z1NvYafU7MQSziDS5ajR+0TaMQwwRYXQgIG9G2dMXVYT3A5z2+TlYjFOLVhNXKTEtB39gIIfbq1ij0kSSIhcTlyco5CwF8HU9PXOwQbIo/hYNxBENJUKOk6cDbpjd9850Od+caBhd4LCoUCC69txLWc4wAhB0gm+piOxobuC9ttola5ksTx/BJsTs1DtkSGzpocGJRE4EH6ryAZJWAr7DC34xyMc/Fva1MbkIkrEHp6J24nlaAGLAi5VfDvPxwGgs5tZ1RORF2EMV0bYPIFQPXVASMKqqrx9aMonFcyIafR0UVWhbWuQtgbfCAH4X0iqwH+HATkRgITz7UsbHUrUVhYiBs3biAuLg4sFgs+HUXwLDsDlbgTAEsT8P6yLsCCyvPnjYtzEhB8dijCWXQE232GCd4LXttWe0xgevfuXfamTZuMTp8+/daJuwIDA60GDBhQPnny5NIX30tLS2N269aNn5KSElP/nTZ9+nSzzz77rLg1Ah1QtD6hoaGsXbt26e3Zs+clp+9NSUxMVBkwYIDd06dP3yz60n+UXr16ddi0aVPWi1s22yPNJTD9eDRvinaPiXUH5CTFQK04G6lF1bDRr9ta3NnQExpkGbIMdVB68923UN/KeoCNT2PwhOwIFljoz7iLta6BMFHvCvQDbj5OwL+Xr6IiORzffh8NC3s3fDa4O1j/O7yuyuEgcNk3+HvjN7jwyw9QKhSw7xrwznbV5/iR1OYiMelrqKoaQU/v1Q/XS51HYpFDIFaE78PZ5OOIzjwMz2PX4GsxENu8voAKve0O3K+++StOpf0BkpAAoMNLbzC29f4aKoz2GQRASZI4X1iO71NzkSyWwJnLxg8CC/hpq4MgeKiWDMbK63twJfcQNkbOxY4IRyztNA8Dha1z3uttUEhr8eTcLtyKyUYlyUEHtgzde/eEqcu7z8d3pj7Hz1+jgGMT67Z2vWI+GqirYUf3LlhaWoZVYbG4yuCgZ3QG/JUJWOtmDxudN8/f1C5onKtn5J8fzOkpKyvDzZs3ERkZCQaDAT8/P3Tp0gVsNhvAICBvHnB9HXBtDfBgZ10kPrdJAEMV0uoyyP8YgW3yAnzp4I9NyX9ARdcEowWjP4jtrYm3t3dNaGhohVwux5vm8nkdv/zyi+66detM169fn9l4IWfXrl3v/EBN8f7w8PCo9fDwoO7RB6a2tpYYNGhQ2cfg9LwKSvFpBkrxeXPSLvyDk/t2IJXBQ0DwAgx1rQtPL5fLEXhjDxIJEbbs+BL9Tz55q/of50djbdw9PCLdQIcCPvRwrHXuhw5aVk1e/8/dSNy8cR1q8nKICRYErl0wvp8PmIy6HziZpBanN61DRkwkek6dDaeA3m9l14vI5VV4/DgI4ppUdOx4GBrc1ydGBerUlTn3f8XN9LOgy/OhZJqiX4dAbHD/7IOqKz8+OIh9CdugJMQAScBR0x+/9fsO6qrv8TzDO0CSJK6XVGLDs1xEV9WAx2FhqY0R+uppNnlYtFRchSVXd+B+0XGAXgM9wgNf+yxAN5uW3afWQCmXIebiPtx4nIhSpTrMVSrQ3b8brLsM+mA2tJjwfcC5L4GOE4CBW1scwSyhsBgrH8fjDpMDulKJvoQUaz2dYMR9x9DbH5qLy+rCVvdeD3T54r03V1VVhZCQEISHhwMAPDw84OPjA3X1ZsYt42Gd85N+B9A0h9JvEXJu/A7TqkhkeW+EYffPsPDmQtzMuonFHosxXjS+2bbbo+JDQUFB8TY0p/hQjk8zUI7PmyOvqcEvEwKhUKijctLXWD3o//OMLfp7FQ5oDcOiY9uwcMfvb1RvUkkKVkVdxl1lRyhBQ2daOFbZ+8FZX/TaskqlEidvhuHR3RCoKaogpqmhY2cfjOzRCTQaDTKpBGe3rEdaRDgCPp8Fl16tk9BPIilAWFgglKSsIcdPS6mRSTDtzg94nH0RNEUJlCpWCBKMwXLXoFaxrTn2RZzF1sjvIUM5QBKwUfPE7n6bYKDWflfqH5RV4btnuXhYXg0LlgoWWRthmKE26C14OM+pKMHiK9sQUXEWIGQwY/jiW/8FcDPt8N7sJZVKJF7/C9fvP0GBggtDRiUCvD1g13UkiPYcEvraWuD2ZqD7CsBv0RsVfZyTh5VRTxGuyoWKXIZhTAVWeTpDh9M+tnO+kgc7gItL64IL9N3wXpuqqanBvXv38ODBA8jlcri6uqJr167Q1NR8fWGSBJ7dAHnlG6TnFcIK2UgzHQyrz/cBNBpkChkWhyzG1YyrWOC2AJMdJjdZDeX4UFBQfCpQjs8bQjk+b8eBMUNRKZHgUsBynPnCu+H1fYcXY6lREIZl3MYvo6aAxnr9Q09WRQ5WRJzGTbkLJFCFG/EYS/ku8DHxeGO7FAolDl68i9iwe+CQNahmaMKvmz8G+rhALpPh3I/f4Vn4I/hPnIqO/d4wA3szVFU/RXj4CKioGD6X46ellNVWYXLI90jKvwaasgJg8TDTcRJmiQa2in31nEm4hXUPV6OGLAIBwITliJ29t8Ba27hV22lNoirF+O5ZLm6UVMJQhYH5VkYIMtaByls4D0+LcrH02s9IFF8CCBK2rJ7YEPAlBPpmry/8Bjy7+zeu3byNbJkGdGhV6O4hhKjXJNDa6Vmp5yBJ4O/pQNRRYOhvDTl+3oRbaZlYE5+GWBYXHJkEQRwavvJ0hppK+4ysh/hzwNHxgKA/MHJ/64et/h9SqRQPHz7E3bt3UVtbCwcHB/j7+0NX981zNKUdXgSrxN+QxugAK3kKYOQEBKwCbHtARsqx7PYyXEy7iDmuczDNadpL5SnHh4KC4lOBcnzeEMrxeTuuLZmPiNQkHDMfi5CNo6D6v21l+SmR6JZeBJvqAvymy4Kp19Bm6ygWl2DFkyO4LHFANaEBR/IJFthYo69Vt3e2TyqTY+/ZG0iNDgUbUohVddG7Zw90c7HF+Z++R3LoffiN+wweA4e9c1sAUFr6AE8iJkFTs+NLOX5aSk51MT4L2YjMwlugkWLQOQ5Y4joNY2zf7XD+rbRwLL29HJWKbACAHtMWv/bcDHuD96d4vCtJ1bX4PjUX5wvLoc2gY7alISab6oFDf3e1JCI3Dctv/IB06S2ApMNRfQC+7/klzLXeLUloZvhlXL9yEam1GtAgxOjmZAHnAdNAZ7bTB/7mkEuBg8OAjAfAuJOATde3quafpGf4NiUbz1hcaEhr8ZmmCua7O0G1lc9vvBOZocCfAwAjR2DC2fcStloulyM8PBwhISGorq4Gj8dD9+7dYWRk9PrCTZB5aRvM7q9AFrcjTL+8BFrsKeDGeqAsHbDoAgSsgtzcEyvvrsT5Z+cxw3kGZjnPem47KOX4UFBQfCpQjs8bQjk+b0fSiWM4d3w/ElUc8MX6pXA212p4b+jF3xDDFGJf3FF4z/nlpbJVkmqsenwA/9TwUE7ogE/G4AszHYzktc72s+faqpFgz99XkZ8UAVXIUMMxxOC+ASi+9jeS7t+Gz+gJ6DR0ZKu0lZd3FrFx82FoOAj2oh/eOknZ0/IsTA35HkWl9wBSClV1V3zrOQd9zN1fX7gRT3KT8OW1RSiRPwMAaNLNsanrBnhZOL2VXR+CjBoJtqTl43heCdh0Gqab62OGuQE0GK2/Cn83PR6rQn5AgfIBoGDBUycQG3rMgr76m4UCzo+7h+v/nkRiFRcc1MJPoA+3wdPBZH9kZ1waU1MG7O1dF+L6s4uA4eu3mzaFUqnEsfin2JRRiGyWOnQkYszSU8cMV3sw2loBK04Bfu8JqGoAU662ethqhUKBqKgo3Lx5E+Xl5bC0tERAQAAsLN4+mXFe6Fno/TMJxSrm0Jl3+//DVsulwJP9wK1NQFUeYNsDCv/lWJ32N04nn8YUxymY6zq34TuJcnwoKCg+FZpzfNrxpnKKjxGrXr1BKElYV6cjolE+HwCwq8xHJY2Le9Lnw65K5BKsfLQHne/ewV+1naGDIqw1SMat7uPei9MDAOpsVcwL6o9FC+aBbekERnURLp34C/cVOjB088KdI/tx7/ihV2ZDbilGRoPQwSb4tTl+XoedphluDtyKP/oeAlezCyRVUQi+PgWd/56K+/mvTb6N5JIs9PhrFMZfCkSJ/Bk4NAN8770Td8f/226dngKJDMuSsuD9MAGnC0ox1VwfDzuLsNja+L04PQDgbSnEtfG7sbHzPmjRBXhUfgjdj/XGnH+2olLy+ui2xSlPcPLHxdhx7BLSqlTQ3ZqJLxcuQufRCz9upweoS6o59gTAZAOHRjSb4+d10Gg0jLbnI7S3F9ZqMUAnSayrVML98gP8GRWP+iSPH5zGuXrGnWxVp0epVCI2Nhbbt2/HmTNnoKamhvHjx2PSpEnv5PSUPA2Fxj/Tms7Vw1ABPKYAc58APdcA2eGg7/bHN1lpGG7eE3ui92BL2JZW+Z57X1RVVREeHh58ufyllC2v5NChQ5rLli17O/msGRITE1Xs7OzsX3x93rx5JqdPn351vPdWgMPhuL7OngULFpisWrXKEACuXbum5uTkJBAIBCIbGxv7BQsWmLyq/q1bt+pOmDDh7SfjfwxPT09+SEgIBwC6du1qW1RURC8qKqJv2LChIclsWloas0+fPk3mlmotzp8/z/X397cFgMOHD2vOnz//lff5v0472lvw/iEIQgjgSwB6AK6RJLmjjU365FDR0IQOjYFqeQUiX3B8OtK42A8gzaTut0ihUGBz5EEcKdNBLuEOU6RjiXYM5jqO+WBRzHQ01LBk8jDkFQdg94mLUOQkIgkkGHZuuHv6BJQKBbxHjX9rlaYeS8sZqKnNQlr6DrBYpi3K8dMcHvp83B+yC9eyI7Dkwc+oqniEqZfGQUerC3b4LoK9tuVz1+dVFmPKhWCki8MAAlAltLGw41IEOb4fp7I1KJPJ8WtGAfZkFUFKKhFkrIv5loYwYX247WH9+G7oxz+Ao1G38UP4T7hZtBveB09ggPlErPIfD9YLW9XKsxIRcnofHhcxQQcT3qaA97A54Oh+Yr9BWubA2GPA3r7AXyNalOOnOWg0Gqa6OmCSQoGt4dH4TULDkmIJtl+6h6VWRhgq/EBJW4G6XD2HRwMVOXW5enRbZ8snSZJITk7GtWvXkJeXB319fYwaNQoCgeCdv1eq89NAOzwCJAgQ405CTb+ZZ1YVTl2+H7dJwP1fQbv/K1YliMHkeeDPuD8hU8qw1HPpO9nyvti2bZveoEGDSt80lPXYsWPLAXyQRIs//fTTe83Y+7ahvD///HPrw4cPp3Tp0qVGLpcjMjKS9fpS745MJgOT+WHTHryPcOdvwq1bt5KBOmf0999/N1i6dGkhAFhZWckuXrz47EPZMWrUqPI1a9aYrlmzJo/L5bbRClL75r0qPgRBaBEEcYIgiASCIOIJgujylvXsJQiigCCImCbe60MQRCJBEMkEQbzym5skyXiSJGcAGAngzfYHUbQYI2MzSJhAQvLzYfYD+8+AnrIQzzQNsD36KLrcOo0fy52hAB2zuI/xoGs/zHcZ1yaJMY10NbFy+ih8Pn0WCH0byOg0VNk64dbde/jn913vvCJal+PnG+jqdkNi0tcoKrrxzjYHmLogLPAPfOP3KxhsPkpLb2HkuRHo+c9CZFQWoLy2GiNOfYGeJ/2RXhMGOtQxQ7Qc4RND2q3TUy1X4Oe0fHg+iMO2jAL00dPAbU8hNvHNP6jT05hRTr64P/E45oi+B5PQwLncn9B5f1+sv3UYcoUC1YWZuLRrJbbuOYAnRQy4G8jx5fTP0HPqN5+e01OPsXNdTpv8uLocPwrZO1XHpNOx0NMFT7q7YaaqAkU0JmbmVcHvwm1cfZbeSka/gsa5eob9Bpi3Tm6n9PR0/PHHHzh06BBqa2sxdOhQzJw5E0Kh8J2dHml1Gar2DISashLVg36Hlo3r6wuxNAH/ZcCXkSA6z8JXyREYX1GFvxL+woqQr9/JnvfFsWPHdEeOHFkGAOnp6Ux3d3e+QCAQ2dnZ2V+8eFEdAE6cOKEhEomEfD5f1KVLFx7wvHoRGBhoFRQUZOHm5sa3srJyOHz4sCYAuLm58e/du9cQaadjx46Chw8fvnG4wcDAQKs//vhDGwBMTU0d58+fbyISiYQ8Hk/05MkTFgBUVFTQRowYYeXg4CAUCoWigwcPagF1D8pubm58kUgkFIlEwitXrqgBdav4nTp14g0cONCaz+e/pDK1hJKSEoaFhYUMABgMBtzc3GoBID8/n96jR48OPB5P5Ozs/FKfi4uL6aampo4KhQIAUFlZSTMyMnKSSCREbGysqq+vr529vb3Qzc2NX9+/wMBAqylTpph16tSJN2vWrGYjwzRWJwBgwoQJFlu3btV91dgtWLDAZMiQIdadO3fmWVpaOmzZskWvqTGSy+WYPn26mYODg5DH44k2bdrUINmuWLHCkMfjifh8vmjWrFmmAHDv3j22s7OzgMfjiXr27NmhsLCQDtQpOTNnzjR1dHQUWllZOdTPs6qqKmLAgAE2PB5P1L9/f5va2tqGD7Gpqaljbm4uY+HChWaZmZmqAoFANH36dLPGqpxYLCaGDx9uxePxREKhUHTu3DkuUDdXe/Xq1cHX19fO0tLSYcaMGQ3jd+rUKQ0XFxeBSCQS9u3b16a8vJwG1M15a2trezc3N/6JEye06q+n0Wjw8vKqPHr06JtFU/oP8b7d458BXCRJcjhBECoAnjshShCEAYAakiQrG71mS5Jk8gv17APwC4D9L5SnA/gVQE8AWQBCCYI4C4AO4LsX6viMJMkCgiAGAVj6v/oo3gMWbh6IzU2HftIjlIt7Q5NTt/LDZLEgqEnDE44Q6TnH0YtRA6uqQhiV0UAAuBz3T9sa/j88NQA5V4lqUg55ByWKkYlff7uDmmxbEMp3c8oIwgIcwy54mrQL4ryrUMhaZwFuHIQoUeUhU70YiqI8fJGxB2XqJqhVcQWH1Qkq4IIOVRxPAY6n/NsqbbYqJAlNVi5i1QWoYqiDX5yKcWmPYFRdjKttbVsjpsMEIE1AAkDmDWy9GIJKFT2QBA3aqsUwUM9HDWS49PfCtja1SQhCBhXtXBA0KYB3XwwkhIYgyFiQJx1BttI6mhsAe1IVV1gDcUWtD8all0KUcBcaijIo3+daHccHcPMBUnKBlJ3vXB2hpP1fe/cdV1X9P3D8de69cNl7KIKisoeoKE7ce5sjV7kz05aV9jVbaqalZcM0Ky1zlSP3yr33ABwgCIoie+87zu8PxNRARUGM3+f5ePj9xr1nvM/h3Mt5n894U5BticbQklyvhuSrlPx29RZcvVUOwcoEaiKoXrMXp9Q+JFwDrpX1c90CvJujkLXoFAn8nv3wpS9dnuKSkx1RrrM8mJp55Pp4z4kt7f38/HwpNjZW7enpWQiwZMkSm/bt22fMmTMnXqvVkpWVpYiLi1NNnDjRdf/+/Ve8vLwKExISSvySjo2NVZ88eTL80qVL6g4dOnj27t07dMSIEck///yzXfPmzWNDQkLUhYWFUpMmTR7dn/UR7OzstJcuXbo8e/Zs+9mzZzv+8ccf16dOnVq9bdu2mWvWrIlJTk5WNmrUyLtXr16ZTk5O2kOHDkWYmJjIoaGh6sGDB9cJCwu7DBASEmJ67ty5i15eXoVPEscrr7yS4O3t7dekSZOsTp06ZUyYMCHFxMREnjx5slNAQEDu7t27ozZt2mQ+fPjw2leuXLlbXdzW1lbn5eWVu23bNvOePXtmrV692rJ169YZarVaHjNmTK3Fixdf9/f3L9i7d6/p+PHjax4/fjwCICoqyujIkSMRT9PyUtK5A7h8+bLxmTNnLmdlZSkbNGjg069fv4wHz9HcuXPtLC0tdWFhYZfz8vKkxo0be/Xs2TMzJCTEaOvWrdZnzpy5Ym5uri++RkaMGFH766+/vtG9e/fst956y2nKlClOS5YsiQXQarVSaGjo5T/++MNy+vTpTl26dImYO3eug7GxsT4iIuLSiRMnjFu0aPGvQY7z5s272aNHD+Pi8xkeHn73id2cOXMcACIiIi6dO3fOqFu3bu5RUVFhAJcuXTK5cOHCJWNjY72bm5vfu+++m2BqairPmjWr+sGDByMsLCz0H3zwQbUZM2Y4Tp8+PX7ixImuf//9d7ivr29Bjx497utK16hRo5xDhw6ZjRkzJu2JfxFVWIUlPpIkWQCtgBEAsiwXAg9+eFsD4yVJ6ibLcr4kSWOBvsB9j6NlWT4oSZJrCbsJAiJlWb52Z5+rgd6yLH8O9CgpLlmWNwGbJEnaCqwsIe6eQE83t2fYxaKKce3UFTavwT37GiG30gl2v9vdlYCU2xwxCeQvgxcYqluGs9FlpHLthV0+VIARoEOBhB5nlYZc5zAirwaRkfZ0T/Gzkl1RKrWgAJ1KC/LTPfktZqgFuwIXDrn34KaNIyqdFoUs8/z23i8iSTIKhRYJK+oQRZeMnSiu2lCQb0YyTzejWkWRkdDqFcgqUGVl4FAQjUPz25jYPvU9UwWRkRRaJKWusgN5LEYUMIAVdNVvZKeuB3uNOhKNa2WHVUYymEtoZAO0Uvn+qVXrCzkgW1KgMKRQKo8uRTVBfrpWu4oQHx+vMjc3vzu4p2nTpjnjxo1z1Wg0iv79+6c1b948b/v27eZBQUFZxcmBo6NjiRd5v379UpVKJf7+/gUuLi4F58+fNxoxYkTal19+Wb2goODmokWL7IYMGVIuEzkMGTIkDSAoKCh306ZN1gD79++32Llzp9W3335bDaCgoECKjIw0rFWrlmb06NG1Ll26ZKxQKLh+/frdqT/r1auX87Ckp7RWw+LX586de3vkyJGpW7Zssfjzzz9t16xZY3vy5MnwkydPmq9bty4SoFevXlmvvPKKKiUl5b6EccCAAWmrVq2y7tmzZ9aff/5p89prryVlZGQozp07ZzZgwIC7/UALCwvvBvHCCy+UuUvig0o6dwBdu3ZNNzMzk83MzLTNmjXLPHTokKm1tbXu3nO0e/duiytXrpgUr5eVlaW8dOmS0d9//20xbNiw5OKuX46OjrqUlBRlVlaWsnv37tkAY8eOTRkwYMDdBGLAgAFpAM2bN8957733DAEOHz5s9sYbbyQCNGnSJM/DwyO3LMd29OhRs9dffz0RoEGDBvlOTk6FoaGhRgAtW7bMtLW11QG4ubnlR0VFqVNTU5VRUVFGQUFBXgAajUYKDAzMPn/+vJGzs3OBv79/AcDQoUNTfv7557s3WtWqVdPGx8f/x6YNfXYqssWnDpAELJUkKQA4A7wpy3JO8QKyLK+RJKk2sFqSpDXAKIpabx5XDeDep0U3gSalLSxJUhvgBUANlPh4TJblzcDmRo0ajS1DHMI9TBwdsZQlDLXpnL9xf+Lz4fCPaLRxEx9rbVlo8zp7E17mczstzTu0r8SI76fXy6w+Fcvs7ZfJ0+gY37ou9W0jybv1GfXq7eFmXks6NJtJDRuXJ97H09b4eVBOThYfbviDPx0CUOp1jI8/Q1PJkNAtf4GmEFvvevR7810srG2eaj/lKT42jLBDw5Ec01AVQH56ENG2dXA2v4AySEu0tisvtZqOuXGFjxl+bAk3Y1k//wtyY6PByISGvfpxfd8a0pJ1xG6xw7qmMy9+ugADo7JPW15R4mKOE3J2EgZWCRRmWOFWdya3Qmtz8VAcZtZqgl/0oE59+0dvqDTlUOPnQeu2r8HzxEz8iMFGcYT+DT2oeeZb3OVIEmUbUhtNxqvn+KfeT3nW6rm+M4bCfbEYAxkWauLrRxJb+CMuFjeJzXSmtuVrtG779Ofmbq2e6j1wHbfiibcjyzKXDu7lwO+/kJ+TTWD3PrR5yPIPa5mpKKampvrCwsK7zXxdu3bNPnjwYPi6dessR4wYUfuNN95IsLa21j5Ot8EHl5EkCXNzc31wcHDmypUrrTZt2mRz5syZS6WsXiZGRkYygEqlkrVarQRF53vt2rWRAQEBBfcuO2nSJCcHBwfNunXrovV6PcbGxoHF75mYmDy0WdbR0VGbkZFx30WbmpqqrF279t19+Pr6Fvj6+iZNmjQpydbWtn58fLyypK7bkiTd9+LgwYPTp0+fXiMhIUEZFhZm0rNnz8zMzEyFubm59t7WoXuZmZk9shnZwMBAvnfykoKCgvt+MSWduzvxPRgvcP85kmVZmjdv3o1+/fpl3rvstm3bLMratfSeONDpdKXGURYP6zJvaGh4902lUilrNBpJlmVatmyZuXnz5uh7lz169Kjxw+LIy8uTjIyMxPieUlTkGB8V0BBYKMtyAyCHoi5m95Fl+QsgH1gI9JJl+REN7vcp6Tdf6pUly/J+WZbfkGV5nCzLC8qwH6GMqjlUR2uoJzQ64V/vde3di0PdGjLm6hVirM0ZgA2v/bSWjOTKnzX18u1M+i86ytS/QvFxsmD7m62Y1MmTdgHd6dF+Nwn6YTiqj3PudFfWHfoWra5sMw0VMzN1p57/IvLyrhMSOh69vuDRK5Viw+6/aLrrGCudGlE/MYJ97hZ8PHg0nQe9xJj5i7H29CPlcgg/vT6GPWtWVd6MWXdoNRp2rh5GeFgvJMc0SLDC3WcDnQev5tVOs6jruZpojR+eBpvYfKQLm0/9q2H22ces1bBh8QJ+f28iOTdjqN64Oa/9sJS2/V5kxPdraTxwOCZqPQkx8fw2rif7li+t7JApzM/iwJYxXLw6DIVJMqa6gXTqdQz3el1pM9SLfpMDUZsYsH1RKFt/CCEz5QlbqyQJen0PrsGwcQJcO/DEMUffimXN5y/S9/hY7OQMlrhOo8XU3bTvMRz3j88Q6v4OhmjwOvM+l2YEk3bjyhPvi9hTsG4MODeCF3564qQnKzaLizOOo9wXW9R428UV36lBtO82hCFddhGT0BNro1QKdNNYtGowyYlPPg4+dud31ApfTKx5Q2qO+e2Jt5NyK5Y106ey44evsapWnZdmf0PrYaOeeHsVxd7eXqfT6aTc3FwJICIiwrBGjRqad955J3nYsGHJZ8+eNWnbtm3OiRMnzK9cuWIIReNXStrW+vXrrXU6HRcvXlTHxsaqAwIC8gFeffXV5ClTprgEBATkFLcW7du3z6Rv376u5Xksbdu2zZw3b55j8ffvkSNHjAEyMjKU1atX1yiVSn744Qfb4nE1j8PS0lLv4OCg2bhxozkUHfv+/fst27Vrlw2wevVqy+L9hYaGGimVStnOzk7XtGnTrKVLl9pC0TgZa2trrY2Njf7BbQcEBOSMGzeuZvv27TNUKhU2NjZ6Z2fnwiVLllhD0UyFx44dK3FMVGnnsG7dugWRkZHGeXl5UkpKivLw4cOPVSdg+/btVrm5uVJ8fLzy+PHj5i1btsx5cJmOHTtmLFy40L44mQoJCVFnZmYqunTpkvn777/bZWVlKYrPk62trc7CwkJXPH7nl19+sW3WrNlD7z9btmyZvXz5chuAU6dOGUVE/Lvrp6WlpS4nJ6fEe+t71w8JCVHfvn3bsF69evml7a9NmzY5p0+fNgsLC1ND0VirkJAQdf369fNv3rxpePHiRTXA6tWr73uiGR4ebuTr6/u8dj+odBWZ+NwEbsqyfOLOz2spSoTuI0lSMOAH/AWUdXTlTeDex+7OQIXOriI8Hpd6DdArFOjOHCnxKYfa2JiZrwxih52ehreTWO/mRsujUfy+/I9KiBZyC7XM2naZHt8dJiYll68GBrBqbFPcHP6ZfthEbcKQDp9S22sdaYV1sNJ8wx87unL+2skn2qe1dVN8vL8gPf0Ely6/X+YJFGJjI3lh+TJeVdZGq1TyVX4EW4cOpW6df7odW9nZMXr6bDq+OQWF2ojza1ew4M1x3Lga/kQxP62QE6s5stEflcMxJI0CdcFI2g85i1Otf6bT9nb247Uua0k1eh8lWkyyPmTBjiFEJ0RVSswXT53gu/EjidqzHUNrW/p9PJsh707F2PSfadlb9nuR4T9tpbpbTfI1Cs5tXsuvr/Ul4cYzf0gOwOUzy9i7qxlak33IWXVpHLiVph0/R6n8p/dDtTqWDJjaiOb93Lh5JZVVn57g7K7r6HRPkBirDOHF5UUzof3xUtGkB2Wg02r5ZcnnmC5uyQv5O1lr0pX8Vw8zasR7KO/pOuM/9CMM3jhNiLo5ntow1L+05vyiiejLcLMIFNXqWfUimFeHwaufqECpTqsn/NeLJH9/DrPsQrJcLanzUTOc2/zzJ8nQSM3owfPxrbOc6FRv3B1Psu9UT/5YO7PM+4s/tYnqxz4m0dCVauM3olCWvcOGprCAI3/8zrL3Xifx+jU6jp3I4OlfYl+rdpm39ay0atUqY9euXWYAO3fuNPfx8fH19vb22bhxo/XkyZMTnJyctN9++21M37593Tw9PX369u1b4tTBbm5uBUFBQZ7du3d3nz9//nUTExMZIDg4ONfU1FQ3cuTIu0/eYmJi1MbGxiV+IUdHR6sdHR3rFf8rTgIeZfbs2XFarVYqnphh2rRpNQDeeuutxFWrVtkGBAR4RUREGBkbG5f6AczPz1fcu+9PPvnE8bfffoueNWtWdS8vL5/WrVt7TpkyJc7X17cAYPny5bZ16tTx8/Ly8nn55Zdr//zzz9EqlYo5c+bEnT171sTDw8Pngw8+qPHrr79Gl7S/gQMHpm3cuNFm8ODBqcWvrVq16trSpUvtPD09fdzd3X3XrVtnVdK6pZ1DNzc3Tc+ePdO8vb19+/fvX9vX1/exuos1aNAgp3379u5NmjTxfvfdd2+7urr+q2/m22+/nezl5ZXv7+/v7e7u7jt27NhaGo1G6t+/f2bXrl3T69ev7+3l5eUzY8aMagBLly6NnjJlirOHh4dPSEiI8ezZsx96//juu+8m5uTkKD08PHxmzZpVzd/f/1/JV7Vq1XSBgYHZ7u7uvuPGjbtvkofJkycn6nQ6ycPDw+fFF1+s++OPP8aUdp0BODk5aX/88ceYQYMG1fHw8PAJDAz0Cg0NNTIxMZG/++676z169HALDAz0dHFxua875MGDB8379OnzTGY0/C+q0AKmkiQdAsbIshwuSdIngKksy+/d834DYBXQHYgGlgPXZFmeVsK2XIEtsiz73fOaCogA2gO3gFPAEFmWLz5t7KKA6dPJjInmpymvk6mzZ+xPC3C2fviNxZJlq5lnXYcUM0OaxCbwZT1HPOrXfyax/n0pgU82XeRWeh6DGrvwflcvrEwe3j1Wr9ez7dQytGnzMTXIJl7bi14tP8LS1KrM+4+JWUjUtbm41hpP3brvPnJ5nUbD3A3LWWTmQYGBmt7x55nToy8WVg8fD6MpLGTTTwuJPrwHZHBpGkyfVyeiNirzJEZllpWRxNHN/TF0jAUZChPr0uqFNRibWD10vbSsFFYe+RA3g93kY0yyNIDhraagUlX8VKlZ6ems+/ZLki9eAJUB/t370nHQMBSKhz8vunbhPAd+mEZqOpioCrH3bUT/qbMqPF6AtKRITh2aiNLqKppsY2pWfwefxiMfuV5Waj4HV0cQE5KMbQ1TWg/xonrdJ+h+mR4LP3cAhaqo+KdF9Ueusu/EQQx2fkBLfQihUh0im31E3059H7le9IF1GOz9AGfpNjeogb7jHFxb9Hx0jDkp8EuHomKsY3Y/0bTV8afjSV8fiZleJlOtpPowb6zdH33/u2HjfPKUq3AwSSYq1YNmblPxrx/8yPVSr57CaEVPChQmGI7fX/q01Q8Rc+Ese35ZSHrCbbyD29J62ChMre6P+XksYHrkyBHjL7/8stqGDRtKvDl/HP369XPt0aNHxsiRI/812DsmJsagTZs2nlFRUWHFM4qOGzfOedSoUSnlMdHB/1fleQ4nTZrkZGZmpps+ffq/u5AI94mNjVUNHDiwzrFjxyIqO5bKVloB04pOfOoDPwOGwDVgpCzLafe83wLIlGU59M7PBsAIWZZ/emA7q4A2FNXfSQA+lmX5lzvvdQPmUzST2xJZlj8rj9hF4vP0FvXvTqFGQd0Zi+le79E3QOkJ8UzZdJTNtWtjqJMZfj2cD19+AVUFjZeIS8/j400X+ftSAp6O5nzW149GrmUbA5OSmcyWIx/hrN5JRoE1pg7v0bHBgEfeHN9LlmWuhE8jLm41Xp4zH1rj59jpA0y6lka0vSt1EqP52t2WJg1blSnmuJhrbPhmLnlxN5BMzGg1fCyN2lTcGKv9m6agkNaiMQVlshoHt9n4NOxVpm0cvbSXyzfn4KqKJEZbF2/n92nu065C4tXr9RzYsJazf/2BXFiAlYcP/d58D2u7so2D2fr9PG6d2ElWoSHWZloaDn2X+u06VEzMOi0n931MpmYNkkqPQUErmrb/GiPjsiUv184nceiPCLLTCvAJdqJZn7oYmZYxybx9oajGj22dh9b4ScvMYNPP7/Nixho0qPjT/iWGjp2JkfrxP+96rYYLi1/HK2E9hmgIM2mJ+7glmFiV8rvS5MFvvSA+pKhWTxmnrc5PzyfqlzAsEnMpREJqWh3X3nXK9HnPzEhj5ba3qWV3DL2sJC65JS+98A1GpTyAyEmIQfNjGwz0BWhe3vZ401bfu356Gvt++4nwowexru5E+9GvUcu/fonLPo+JD8D8+fNtJ06cmPKkA+dLS3y+//5725kzZ9aYNWtW7KhRo8QMWM8pkfg8vgMHDpgYGBjIzZs3/3+ftFdK4vNfJhKfp/fX2OFcT0si9+XZTO1V79Er3HFw5y6mZhgRaW+Ba0o20w0z6NSre7nFpdXp+fVoDF/9HYFelnmrgwejW9bGQPnkPT9PhB/gWuTHOBjHcjMvkFaNZlHb8fFnBtTrtYSEjiM19RD1/H/Ezq7tfe9npqfw3uYNbK5eH7Umnwk5EUzq+zKKp6h5dHDTX5xaswIK8zGv40H/t6dg4+D4xNt70PWrR4k6Mx7ZIRuDfJmCnHZ0HPDzE29Pp9Px24HZ2Mh/YkweVzXtGdpiJtbm5TfzW2xUJBu/+YKChDgkU3PajXqV+i1bP/H2stPTWffJa6THF91TWTvZMeDThRibmz1izcd3I2IPFy9OwdAyDU26Pf7151KjTssn3l5hvpZTW6K5sPcmRqYqWvR3xyPIsWyDeq/+DStfhDptYMgfoLw/eVq5/leCQubgRhw7VU2xfeELGvkEPHHMyddCSV7+Cl76S6TKFtz2mYDviw8MKdXrYM1wuLylqAaRT+/H3r5erydmUzTysTgMkcm0M6HOGD+MrZ98OvoTx7YRdnserlYx3M6uhr3hSDp3GXPfMoU56aTND8ZGE0dar99xaPj49bf0eh0hf+/g8OplaAsLCOozkKDe/VEZlt6a/bwmPoIgCGUlEp8yEonP0zv9zTwOHN3Hrbrd+WpW2WZg0mk0fLF0DT+5eJJnqKBr9HW+6NYYO6caTxXT2RtpfPBXGJdvZ9LOy4FPe/niYlM+pSkKtYX8dfhrzDW/ApClepk+LSehNni8J9habQ5nzw0mNzeahg1XYWFe1Kvz922r+UzrQLq5DcE3L/B122CcnUvsxl5mOZmZrPtuHokhZ0GpxKdzT7q8NLJMT7D/dRwaDbv/HIiR3QX0StAl2FO/w0rsHcvepagkMYnX2Hp2Gl6GJ0jW2yGZjGFg86ebhLGwoIANi77jxrGDALi2bEvvVyZg8JCbxLI4vX0rIWu+JS3HAAt1IS4tetJl3OtPtc28nBSO7XkDvclxdIUqbE1epmGr/z3V7+5eyTez2L8inIToTGp4WtN6sAfW1UwfvWKxM7/C5jeh4cvQ81uQJC5GhRO1+j16aQ5wAwcOeL3NS4NeK5d4AS6vn4/Dha+xldIJlzyxHrwIB487Q0t3TIXjC6Dz59Ds8feZdjWduOWXsSzQkq2QsOztRvUm5TMHv0ajYfX6jzC12I65YTZRSQF0bz4bl5ru6LUa4uZ3oEb2eW62mINLx1cfe7sJ0VHs/nkB8ZER1PQLoP3o17B5jO9OkfgIglBViMSnjETi8/RSQkP4deZU0qUafLxiIaonaFGJvnyRySeuc6iWE1Y5Gt5MimT8yNK7gpUmI0/DFzuusPLkDRzNjfiklw+dfas9dfX0ksQkXuPAqf/hbHyapDxnart9QhPPto9eESgoSOT06X7oZQ1WNp8z+dxtzjn54JCewEzLPHq161Pu8QJcOXeGHYu+QZeeisrajm4T3sbdv+xP4E8fWERu6ldoLHUYZChQW06kSbs3KyBi2HxqJZkZP1BNcZuIwvq09v0EHxf/Mm/n7MF97P/1R+ScbIyqOdP7zXdxrlP+dby0Gg3rP3+f5PAw8rQqbK0VtH/zC1y8vcu8rZBjPxCX8j0GJgXoM/xo0nYBFlalFkt/YrJe5uLhOI79FYVWo6Nh51oEdqmFyuAxWxr3zIBDcylsNZVlEdn0u70EU/L406wPHUbNoZrtU0yjXYr8rHTCF43CN3s/WpRctuuJf4MGqHZPgybjoevsx9qONl/L1d8uYXItHRko8LTBbZg3SsOnK2JcktgbV9l69H3q2l8gq9CMnIwutEiNok7iLmK8X8P1xQfrcZesMC+Xo2tWcHbbZowtLGjz8hi8WrR+7O85kfgIglBViMSnjETiUz4W9OuGVmtAx4W/4+P0WLNWlujP1Wv5zMiZBEsjAuJS+KK2MQHNmz9yPVmW2XQhjhlbLpOaU8CI5rWZ1MkDM3VFlrAqsuvMGrIS52ClTuNmQSe6t/gUOwuHR66XmhrGtG0r2WLfG71CweDEC0zvOwhjk/LrHlUSnVbLtmVLCN+9DfQ6qtVvTL/XJ2Fs+uj9piXd4PTOF1FWS0Chg/xkX9r3X4OB+sm7Aj2OnPwsfjvwMbVV29Ch5Ja+NyPafoxa9ehWttTERNZ98wWZkVfAUE1gv8G06dO/QuMFiI+KYsfcSaSmalErtdi6edL/w3moDB49liYpLowzx1/HwOoGmiwz6rp+iHtAxcecm1nI4TVXuXoqAUsHY1oP9sTF+zHGw8ky235+G/u4ozSWwzkleZHSdiZdWpWlXNuTuXFqJ/qt7+BKLHF6O3Kt/XB7c/1jTVt969AtsrdFYyrLZJgY4DLcB4taT/799bh27viZpMKlVDeLxza1EBL8qT+hxJJz95FlmchTx9j762KyU5Kp16ELwYNHYGRWtu8MkfgIglBViMSnjETiUz5WDx9MYnY6du8tZEhT16faVk5mBtNW72RNbXcUssyLMVeZMaQHRmYld7+JTs7hww1hHI5MJsDZks/6+uNX4+kKhZZVZm4GGw9Nx1G5iTytKQqr1+keVHpXst1HdjDlto5btjVwS7zM21a76NtxEQrFsyuImRR3i/XffEl2TCSojWk2+GWady19tqw9a8djYLwLjTFIiaa41v+OOl5PPi7mSZy/dpKTV2dQ1+ASN3U1qeEwiQ4BJces1+vZtXIZYds3glaDvX9DXnh9EuaWVs805t2/LiZm31oy8g2xNinEt+9rNOnVp8RltdoCTuyeQo60FUmSMdJ1oWn7LzEwrPgZ+e4VezmVA6vCyUjMw72xIy0HuGNiUXJ3wPiUJPYseZeB2ZvJwpgN6rYM7z8KpUfFTEpREn3McUIXT6CuQRwm5HFR3RjXMUswdyi5+HBOYg4xSy5imV5AHmDY2plaXZ/tVM/XtsxDFfcFEa7maCQl15ObMaTb11hYljxrXGZSInuWLOTa2VPY13Slw9gJOHmUvRURROIjCELVUVriU5F1fASBWt4+aFRKYo6dePTCj2BqYcnXrwzkL8NM3FMy+N3dk+Z/h/DXmvX3LVeg1fHN7qt0nn+QC7HpzOjty/rXWjzzpAfAwsSSlzrPw7HOSrK0DpjkzmLFtt5cuRl233JJSbd46felDCtwIMPInE8yQ/kz2Bgrg4NcujwFWX52RUftnWowbs58gse+DgoFx379kYXvTCQh9sZ9y4WH7GDfn75gswtkkDJ6025QyDNPegDq1wlidIcN3Fa9jpkiEznlbb7fMYr41Fv3LRd1MZTvJozm4ua1qEzN6D75Y4ZPm/7Mkx6ADiNeYdjCDTjUtCc7X8GxlYv57Y0XyUi6/z4zKnQDf29pQr7hZvQ5TgT4rCW46/fPPOkBcPG2YdCHQTTu7krUuURWfHycsIO3kPX3P0BbtnIBmu+aMTRnA9vUrYgfvJVRlldRrhtR5ho/TywlCsWfQwhw1KF7eQuXDRrgV3ASeUETQn6bel/tH71ez9XV4STMO4t5Wj6Z1U2p9UGTZ570xJ/aRM3Tn6FOroat1UJiM2rj7niIrYe6sGHTN/ctq9NqOblxLUvfGc+NiyG0HjaKYbO/eeKk53mVnZ0tNW7c2FOrLVux6BUrVlhOnTq1fAZj3REeHm7o7u7u++Drb731ltOGDRtKnr6wHCmVysDiOkBdu3atU1yQ88aNG6oePXrUcXFx8atbt65v69at3UJCQtQAoaGh6rZt27q5uLj4+fr6ejdp0sRj+/btZlA09XHbtm3dPD09fYrXe9j+Szt+oWSTJk1y+uijjxzh/mtk+vTpDsW/O4DWrVu7JScnl38f2nuYmJg0AIiLi1MFBwe7V+S+nneixacUosWnfNw+doSV8z8nz7gu03795tErPCadRsOCZWv4vroHmUZK2ly/xdyW7tyQbJm2IYxryTn0qFedj3r44GBRsd2tHpdOp2Pj0YUY5C7CQKkhhYH0bj6Z33f9xTyVK9kmZnS+dYF5XTpjZ+8E/FPjp1at8bg9Ro2f8pafl8dfP8zn1qmjIClwa9OJjkOHcXjDQNQOV9ErQBNfg2bd12BhXa73GE8sPvUWa09+iKfhQTJlS3JVw3ih4Rg2LPyG22dPgEKBR7uudB8x5r7imJUp7NBBTv32OalZSswMCqneqA3tRo7g+L4JYB6CLs+Qatav4t/s9XKbvOBppcXncGBVBLfC03CsbUGboZ5cS7tKxoYpdNSd5Co1OBPwPoP6vly0whPU+HlipdTqidj+C5bHZ+EoJRNFbYz6fINa5UviH+FYaPRkqRTYDfDAPqD8xx49Smm1elavnYHSeAM2xulEJvvSvv4MjGVDdv/0Pcmx16nbqCntRr6Chd2ju9E+yvPY4vP555/ba7Va6cMPP0yszDig6Ma/R48e7levXn3qWoFlodVqUalUmJiYNMjNzT0H0KtXr9oNGzbM/eijjxIaNmzoNWTIkJTJkycnARw9etQ4MzNT2apVqxwfHx/fzz77LHbo0KEZAKdOnTI6duyY6RtvvJEyZMiQWt7e3nnF5/bEiRPGD6u7U17Hr9FoMHiMrr3lrfg8PiulTcNdo0YN/9OnT1+uXr162bL5p3DvtdO/f3/XV155JalTp07/KsBalYgWH6FSODZphoFOj2l6LDkF5fcZVxoY8MboIRz0s6djTCwHatagzdUsvt24C41Wx2+jgvh+SMPnJukBUCqVvBA8kYaNd5BQ2BRJsYfeh9fzqWU9LPOzWGGUyG8vjbyb9ADUqvUqTk6DuH59ITdvrXzmMRsZGzP4nf/R7+M5GNrYEReyngPbmqFyikTKMsDa+BM6Dzv03CQ9ANVsajCxyxIUtl+TrbfASfc92za2JjXiIGYutXn5ywX0GvPqc5P0APgFt2Lkz9up3bAhMjJJSds5ergNmIWgyG5McJuDBLR487lJegCsq5nS+636dBjpQ0pKBquW/g+ftV0J1p7jV8th2L9z/J+kB8DKBYb+CXlpsHIAFGRVTGCaPFg1CDLjiqbSvqdAqUfX0dhODeO8VU9c5Js4/PUCSX+8jWFhHnn17PH8pFmlJD05CTEoVg1ARkIatu6+AqWD+n9I28abuZoQRG2by1yKHsb6vdPJz82i97vT6PPetHJJep5Xf/75p+3AgQPTAa5fv27QqFEjz+JWjx07dpgBrF271sLHx8fb09PTp1mzZh4A3377re3LL79cE4rq+AwZMqRmYGCgp6urq9+qVassAQIDAz2PHj16t+m0YcOGXidOnChzU2q/fv1cly5dag1FN7Vvv/22k4+Pj7eHh4fPuXPnjAAyMzMVAwYMcPXz8/P29vb2Wb58uRUUJROBgYGePj4+3j4+Pt5///23KcCWLVvMmzRp4tGzZ8/anp6e/2pladmyZXZkZKR6y5Yt5iqVSi5OegCaN2+e16VLl+wff/zRtmHDhtnFSQ9A48aN8994440UgPj4eAMXF5fC4veKkx69Xs+4ceOc3d3dfT08PHx++umnf/WzrFevntfp06fv/oENCgryPHTokElpx/ntt9/adu3atU67du3cgoODPR52PotbJwCWLl1q3a9fP9fi8zxixAiXBg0aeDk7O/sXn/MtW7aYN2rUyLNjx45169at6ztkyJCaujstuiYmJg3eeustp3r16nnt2bPH7IcffrDx9/f39vLy8hkyZEit4pbEkq6hhIQEZYcOHep6eHj4BAQE3L02Jk2a5DRgwADXoKAgT2dnZ/+ZM2fe/QBOmTKlmqurq1/z5s09rl69erePevE1MnPmTIfExESD1q1bezRp0sSj+Jq5ffu2CuCTTz5xdHd393V3d/edPn26Q/E1UqdOHd9BgwbVcnNz823RooV7dna2BHDx4kV1cHCwu6+vr3dgYKBn8fV25coVw/r163v5+fl5v/nmm//cVAB9+vRJX7ZsWfnVgfiPeX7+8gtVkkKhwMrAhAx9DmG3MmhSp3w/aw7ONenqK5G7+zDXvVzZ39AHr4QMDGNDwKPiinI+DWu1FSFpwfzhOAGVSstL8i/4GGfi5TXzX8tKkoSnx6cUFMQTHv4xRurq/6rx8yyYmMv4ND+PVC0dbZ6SmN1OSIYtGNC+bIVInyU/2/pE/O7LTcsCqgUlYz4oh2s6P0xtn32Xx8fVbFA3ztfdjaFNArmJRsRvd8LE1ByDzhU/sP5JSJLEpfQjtDCZgZ8umoOKAE7Kr/BC285YmZcQc/WAoho6K1+EP4eXWOPnqeh1sH4s3DxVtJ8SCpSq1MZY+3xGxN6umKu/x1u5iSSjw6SYT0Gh8iq/WB5TYU462T/3xEafVVSrp4QCpbb21WlVYyz796kxCbiGj+dJYqs7cyv7Om40fSZxvnX5hsuVnPzymfv/Di9To9z53jVjS3s/Pz9fio2NVXt6ehYCLFmyxKZ9+/YZc+bMiddqtWRlZSni4uJUEydOdN2/f/8VLy+vwoSEhBK7DMXGxqpPnjwZfunSJXWHDh08e/fuHTpixIjkn3/+2a558+axISEh6sLCQulhLR6Py87OTnvp0qXLs2fPtp89e7bjH3/8cX3q1KnV27Ztm7lmzZqY5ORkZaNGjbx79eqV6eTkpD106FCEiYmJHBoaqh48eHCdsLCwywAhISGm586du+jl5VV47/Y1Gg07d+606NSpU2ZISIhxQEBAbklxXLx40ahBgwYlvgcwYcKExBEjRtRZuHBhbps2bTLHjx+f4urqqlm2bJlVaGio8eXLly/evn1bFRQU5N2pU6fse9ft169f6ooVK2waNWoUd/36dYPExESD4ODg3IkTJ9Yo6TgBzp49axYSEnLR0dFRV3JEj5aQkGBw+vTpK+fPnzfq27evW3FR2tDQUNNz586FeXh4FLZq1cp92bJl1iNHjkzLy8tT+Pn55c2fPz/u7NmzRnPmzKl2+vTpK2q1Wh42bFjNRYsW2b7wwgsZJV1DkydPdgoICMjdvXt31KZNm8yHDx9e+8qVK5cAIiMjjY4ePRqenp6u9Pb29nvvvfeSTp48afzXX3/ZhIaGXtJoNNSvX9/nwfM/bdq0xIULFzoeOHAg4sEWn0OHDpmsXLnS9syZM5dlWSYwMNC7ffv2WXZ2drobN24YLV++/Frz5s2vd+vWrc6yZcusX3vttdQxY8bUWrx48XV/f/+CvXv3mo4fP77m8ePHI1577bWaY8aMSZo4cWLK559/ft/TnBYtWuRMnz79vmTo/5Pn5/GhUGXVqOtOoYGSsONny3W7V+Iz6b/oKFP/CkVlV5tljdwZffUK0dbm9JdtmPDTOrJSUsp1n09rw94NNN11hBVOjQhIuMpmJzX19dZUVx/n3OmurD/0HTrd/X8TFAoVfr7fYm7uTdjFN8jMDH1m8Wo1GnatHsaV0J5I1dIg0YLazj+Cshmpl8NYPHE0e9f+gV7/7MYgPYpOq2XjTz/w+3sTybl5HZW6O9XrriBa64enwUY2HO7K5lOrKzvM+xQW5HBwy1jCwoehNEvCVDcAS8X/UGQbEh9zm9/G9WT/yt8qO8z7RN+KZc3nL9L76Gjs5XSWuE6jzqC/cFa6s31RKFt/CCErNf/fK7p3hB5fQdQe2DoJyrO79a4P4fJm6DyrxAKlWbFZXJxxHOXeGxhKNVG2/ZMQt7cxQIPXmSlcmtGKtBtXyi+eR9BrNSQu7I2D5gbxLT4rsUBpatxN1sz4gO0LvsJKY0tH38VcT+iOjXEqBbppLFw1mOTEuGcW87MUHx+vMjc3v3tz2LRp05xVq1bZTZo0yenkyZPG1tbW+v3795sGBQVlFScHpd1U9+vXL1WpVOLv71/g4uJScP78eaMRI0ak7d6927KgoEBatGiR3ZAhQ8qlW9+QIUPSAIKCgnJjY2PVAPv377f4+uuvq3t5efm0bNnSs6CgQIqMjDQsLCyUhgwZ4urh4eEzYMCAulFRUXdbUerVq5dzb9JTUFCg8PLy8vH39/dxdnYufPPNN8sUb8eOHeu6u7v7durUqe6dc5IZGRkZOnLkyOTw8HDjwMBAn7i4ONWhQ4fMBw4cmKpSqXBxcdE2adIk+/Dhw/clvS+//HLapk2brAGWLVtm3bNnz7SHHSdAcHBw5tMkPQC9evVKVyqVBAYG5qekpNx9auLv75/j4+NTqFKpGDhwYOqhQ4fMoKinxYgRI9IAduzYYR4WFmYSEBDg7eXl5XP48GGLa9euqUu7hk6ePGk+evTolDv7zUpPT1elpKQoATp16pRubGwsV69eXWtjY6O5efOmat++fWbdunVLNzc319vY2Og7deqUXpZj279/v1m3bt3SLSws9JaWlvru3bun7du3zxygRo0aBc2bN88DaNCgQW5MTIw6IyNDce7cObMBAwbU9fLy8nnttddqJSYmGkBRkjl27NhUgHHjxt13I+Tk5KRNTEwsnyJ1/0GixUeocO5t2nL+aigZx/bBkKefxja3UMs3u6/y8+FoLI0NmDsggH4NayBJEp+9MoihJ08yOTyddW51OXgkkimZuxk27MVyOJInd/PmNd7cf5gjNephpUxlbn44w4YOBcDfK5ArNwdy6vxUnFTzWb1jM37enxFQp/Hd9VUqUwLq/czp0/24EDKWRoFrMTYu/7ot9wo9+QepNz5G6aBBylZgqB9K8OBPAfCo35YLRw6xd8lCzq35nUsH9tDrjXep6f7QHgwV7tKpE+xa/D26zDQMbR3oPuFt6voW1fap57aOP48sRpX3CyZZH/D9js30aDgDV4fyKQb7pK6cXU7MzTkYmOWiT69L45bfY+NQdB6b932RPz9+g9SYaM5u/JOYIxvoOuVbHGuWPCvZs6DTavl12Vx6Xl9IPzJYa9yFoOFzGVW96HocMNWaC3tiObUlmpWfHCeoRx3qtXdGeW8dr8ARRWN+Ds0Fq5rQ6r2nD+z4wqICpU3G/6tAqU6rJ3L5ZdSXUzADslwtcR/hi8pYhTOfkJ38CiE/jcIv/zh5v7TmvNOL1BvzNQplxY03lvV6bvw0FNfs80W1eh4oUKotLOTEhjWc2rgGlVpNhzETqNe+M5JCwSj3b7l65Rx7Qz7Cw/Eke0/1Qs7vw4v9plVYvA9rmakopqam+sLCwrsXTteuXbMPHjwYvm7dOssRI0bUfuONNxKsra21j1On6MFlJEnC3NxcHxwcnLly5UqrTZs22Zw5c6ZcZt4wMjKSAVQqlazVaiUomnJ87dq1kQEBAQX3Ljtp0iQnBwcHzbp166L1ej3GxsaBxe+ZmJjc90RJrVbri1scivn7++dt2LChxCn/fH1984sTAIC///476uDBgybvvvvu3S8QR0dH3auvvpr66quvprZt29Zt165dZo8z9rt27doaKysr7YkTJ4zXr19v8+OPP15/2HEePnzY9MHjKc29v6u8vLz7fnHF57Z4XyWtc+/PhoaG+uJxPbIsSwMGDEhZsGDBfbPerFixwrKka6ik8yBJkgygVqvvvqlUKin+PT9NbcCHnXdDQ8N79yfn5eUpdDod5ubm2geviWIKhaLEDebm5kpqtfr5eVr5jIkWH6HC1WjdBqVOjzIu8qm3tftSAh2/OsiPB6/Rv6Ezeya1pn+g831fNj5BQWx5qRMzb1xBJ0m8W8OTPst2EHHhwlPvv6x0Gg1frllKcOhtjlXzpe+tM5xsFcCwrvcnYl7OfgzttoE8kw8wUyaScG0Iv+98h8zcu12zUasdCKi/BL0+n/MXRqPRZDy4u3KRnZXCzuWtSc74H3rLQrRxrjTucJrg7p/et1xAi2AmLvwV11YdyE+O588P3+XPb+ZSWFBQypYrTlZGOr9On8a2uTPQ5mbj22sAE7//+W7SU2xgi1fo1GQblws74W5wiguhfVmydyZa3VM9hHwiGcnX2LW+K7fSPwZJT3WzqXR+YdfdpAdAZWDAkFkL6TZlNtaWkJKsYf3/RrN21tRnHi/AgVOHOTqrHaNvfE6iZM3G5ksY+P5qXKv/k4QrlQoadqrF4I+b4Oxlw9H1kayZdZr4aw9cr+2mQb0XYe9MuPDH0wV2eTPs+B949YDOn933VsKZBK5+fBTTK6nkqlWYj/LDe3wAKuN/nvuZ2TlR7387iGm7mDSsqH/7N27OqEfMsS1PF9dDXP9jCq4JO4mp3uNfBUpjQs7x23sTOL5uFR5NWzLyq0UEdOyKdM8YL3evBowbuJnMrAnoZCV21ktZvLYrFy8cqbCYnzV7e3udTqeTcnNzJYCIiAjDGjVqaN55553kYcOGJZ89e9akbdu2OSdOnDC/cuWKIRSNyyhpW+vXr7fW6XRcvHhRHRsbqw4ICMgHePXVV5OnTJniEhAQkFP8pH/fvn0mffv2dS3PY2nbtm3mvHnzHItbx48cOWIMkJGRoaxevbpGqVTyww8/2D7Y4v8oPXv2zCosLJTmzZtnV/zagQMHTLZu3Wo2duzYlNOnT5utWLHibv/enJycuxfRpk2bzItnF0tLS1Ncv35dXbt27cLWrVtnrV271kar1RIXF6c6efKkWXBw8L8Gwvfv3z911qxZ1bKyspRBQUF5DzvOktSuXbvEGeJsbW01Z8+eNdLpdGzcuLHkedwfEBoaanrlyhVDnU7H2rVrbYKDg/81iLBLly6ZW7Zssb5165YKiq6ViIgIw9KuoaZNm2YtXbrUForGEVlbW2ttbGxKTRjatWuXvXXrVqvs7GwpLS1N8ffff1uVtJypqakuIyPjX/ff7dq1y962bZtVVlaWIjMzU7Ft2zbrtm3bljoY0sbGRu/s7Fy4ZMkSaygam3Xs2DFjgIYNG2b/9NNPNgA//fTTfWMMwsLCjDw8PJ66S+d/lUh8hAqnNDDEXGGIUp9FYlYJXV8eQ1x6HuN+P82YZacxVStZ82oz5vSvh7Vp6a21Y4YP4mhQTXpFXeOkkyOdb2v5ZPFKtPnP5sb8+JkDBK/fwjy7BlTPSmK9dTYLh43GwqrkcU4KhYIeTUfRovnf3NZ0wMlgA7sPtGfXmT/vLmNm6k49/0Xk5V0nJHQ8en35Hsv+Te9zdn8QKqebSOlGONjMo/OwPRibWJW4vIGhIf0mvMXgWfMxrlaD2KP7+f7V4ZzZv6dc43qYfevXsHjiaFIunsfK3ZvR3yymy9DhpU4EYG1uy8QuCzGvvohknSO1WMpve7px9NLeZxKvXqflxJ4POXGqC5L5VZQ5rWjT4Sg+QaNLXadOQH1GLt6KV8vWKBVw/UIIS0Z3IWTfs4k5LSuT374eT5Mtfaivi2CJ7Vjc/neCvp1fKHUdC1tjuo33p+ur/hTkalj35Rn2r7hCfo6maAFJgl7fg2swbJwA1w48WXCxp2DdGHBuBC/8dLdAaX56Phfnnabwz3AMtDKFQdXw+qQpNp6lF16t02YgTh+Gcd7+RezlJFx2vMSFOb3ITU8qdZ0nCnnnd9QKX0yseUNqjvmnC2NOehpbv/2SdZ99iCRJ9P9gJt1efxdTq9Lv/fr2nkT3FtuJjG+Ji+U1ohPG8tPKceTnV437mlatWmXs2rXLDGDnzp3mPj4+vt7e3j4bN260njx5coKTk5P222+/jenbt6+bp6enT9++fUtswnVzcysICgry7N69u/v8+fOvm5iYyADBwcG5pqamupEjR97tNhYTE6M2NjYu8Wl5dHS02tHRsV7xv+KbzkeZPXt2nFarlYonZpg2bVoNgLfeeitx1apVtgEBAV4RERFGxsbGZXoSr1Ao2LRpU9SePXssXFxc/Nzc3Hw//vhjp5o1a2rMzMzkjRs3Ri5evNje2dnZv379+l4zZ86sPnXq1DiAU6dOmdSvX9/bw8PDJygoyPull15Kbt26de5LL72U7uvrm+ft7e3bpk0bj08//fRmzZo1/zU70bBhw9K2bt1q07t379RHHeeDbt++rZJlucTmkU8//fRW79693Zo1a+bp6OioeZzzUL9+/ex33nnH2cPDw7dmzZoFL730UvqDywQGBuZPmzbtVvv27T08PDx82rVr5xEbG2tQ2jU0Z86cuLNnz5p4eHj4fPDBBzV+/fXX6IfF0LJly9y+ffum+vn5+fbo0aNuUFBQdknLDR8+PLlr167uxZMb3Lv+kCFDUho2bOgdGBjo/dJLLyW1aNHioR/kVatWXVu6dKmdp6enj7u7u++6deusAH744YcbixcvdvDz8/POyMi472HA33//bd6lS5eKeXL6HyCmsy6FmM66fG14602ibkfh9+qndG4b+OgV7tDq9Px6NIav/o5AL8u82d6D0S1rY6gqW86+f8dOpmUaE2lvQe3kbKYbp9OxR4+yHsZjyUxPYfKWDWyqVh+1Jp/XsiOY1GcYyjJO33kifB/RkZ9gb3yTm3mNaNXoM2o7FpVZiI/fxMVLb+Po2BNfn6+QpKd7hnHj6jEiT7+K7JiNQb5MfnZbOg38pczbObhxPafWroTCfCzqetLvrcnYODg+VWyliY2KZNO3c8mPv4lkak7bka/SILhsNYS0Wg3LDs7BVl6DEXlc1XRgaIsZWJtXzIQ3N67u5WLYFAwtU9Gk2+Nffy416rQs0zayUtNY/+lrpCekI0lgVd2OAZ8uxNjc7NErP4FVf/1GowtzcOcWO1VNse0zh0Z+9cu0jcJ8LSe3RBOy9yZGpipa9HfHI8ixqKU2Lx2WdIbM2zBqBzj6PP6GU6Lgl46gtiiattrUDr1ez/XN0eiOxqFGJtPOhDqjfTG2KdtkXcnXQkle/gpe+kukypbc9p2A78ApZdpGSeJPbcJu6whSDF2weesQBiYWyHo9F3bv4PCq39AWFhDUZwBBvQegMixbN/wTx7Zx8fY8alnFEJddDQf1KDp3Lj2hftDzOJ31kSNHjL/88stqGzZseOhN58P069fPtUePHhnFA+HvFRMTY9CmTRvPqKioMOWdro3jxo1zHjVqVEp5THQglGzVqlWWUVFR6mnTpj31NOVbtmwxnzdvnuO+ffuevlvJ/wONGjXy3L59e6S9vf2z7+rwDJU2nbVIfEohEp/ydWX9Orb+sRSLus0Z+5jddM7dSGPqX2Fcvp1JW097pvf2w8XmyScV0mk0zP51Db+4eJJvoKBLdAxfdAvCzqnEB1JPZMX2P5ipsSPN3JaWt0KY36Ylzs5PPoakQFPAhsNfYa5dBkCWwXD6tHgbtYG6XGr8aDUa9vw5ECPbC2gNQI63I6DDKuwd6z565VLkZGay9tu5JIWeBZUBvl160fkhLTBlVVhQwMbFC7h+ZD8AtVq0ofcrEzBUqx++4kNEJ0Sx7dyHeBmeIFlvh8JkLAOajymXeAHyc1I5uud19CbH0RWqsDUeRsPWHzzVOTm9fSsha74lLccAC3UhNYN70XnsxHKL+eK1CKJWvUsvzQFisWev59sMHzzhqbaZFJvF/hXhJMZk4uxlTevBnlg5mjxZjZ8SavWkR6Zza/llLPO1ZCskLHvVpXrTp6sXdHHtPKqFfoutlE645IXNkEXYu/975rXHUVKtnsSYa+z+aQG3I8Op6VeP9qMnYPMU30kajYZV6z/E3GI7ZoY5RCUF0LPFF9RwefRn+nlMfADmz59vO3HixJQnrcFSWuLz/fff286cObPGrFmzYkeNGvWvpEj4bxCJz+OLi4tT7dmzx6ykFrGqRiQ+ZSQSn/JVmJPDghEDMVRaM2H18ocum5Gn4cudV1hx4gYO5mo+6elLF79qTzVo8F7Rly/y3onrHK7lhFWOhjeTIhk/cvBTbfNqVBhvHb/AGSdfHNITmG6ZR592fcolXoDohEgOnp6Ks/EZEvNcqOP2KUEerbgSPo24uNV4es7AucaQMm3z9IEfyU2Zh8ZKh0GmArXFBJq0e6vcYr585hQ7f/wOXUYqKht7ur/2Nm7+9Z5qm+cOHWDf0kXIOVmoq9Wg9xvv4VL3ocXGy2TzyRVkZf6AoyKe8MIGtPP7BC9nv6faZujxH7iV9D0GpgXoM3xp0uZ7LKxrPnrFx6DVaFg3awopERfJ06qwsVbS8a0vcPZ68mmZCwsLWbZ0Jv3ifsGMPP4w602HUV9QzbZ86tvo9TKXDt3i2IZraDU6Aru40rBzTVTJYbCkK9jWgZHbQW1e+kY0efBbL4gPgeGb0To0JPK3SxhHpSMD+R42uL/kjdKwfCYnyM9M5cqPo/HLPoAWJVfseuE3bgEqw8evE5aTEIPmxzYY6AvQvLwNEycvjv65grPbN2FkZk6bl8fg3bJNuX3P3bh+lW3HplDXPoSsQjNyMrsx6IVPH1o48nlNfARBEMpKJD5lJBKf8vdjv55o9DpeW7cVhaLkGVQ2XYhjxpbLpOYUMLy5K5M6emBuVDEVnv9YvZZZRs4kWBpRPy6ZL+qYUq9ZszJtQ6MpYOa65Sy19kWvUPJi4gVm9h2EsUn5dzvS6/XsPreW7MQvsFSncbOgE92af8ytmA9ISTlIQL3Fj1XjJy3pBqd3voiyWgIKHeQn+9C+/1oM1OVf7FWn1bJt2S+E794Gej3VGgTRb+LbGJuW7fykJSex7usvyIi8DIZqGvYdRNsXBpR7vABZeVn8fvAjaqu2o0PFLX0fRrb9EENV2VqUkuLCOHv8DVRW19FkmVHHdRoeARUTc1zkVXbNe5fUVC1GSi02bl70/3AuqjJ2r9xxcCe2+z6isXyFU5IXKW2n06VV5wqJOSejgCNrI7l6KgFLB2NaD/HERXmmqMZPnTal1/jR62DNcLi8BQb+xq3URmRvjcZUlskwMcD5ZW8sXSumVtONUzuRt75DLWKJkx3JbfUJbu0f/cChMCedtPnB2GjiSOv1Oxk6a/Yu/ZHslGTqdehC8OARGJlVTFfFbdt+IlW7lOpmCcSk1ca/xrsENe1S4rIi8REEoaoQiU8ZicSn/K185RXi02/RdcYCvD1d73svJjmHDzeGcehqMvWcLfmsjz/+zhVfaDI7LY1pa3aztrYbCllmUMxVpg/pgZGZ6SPX3XN0B1PitNy0dcY7/irf1KtJPd8mFR5zRk46mw7PwFG5iVytKQqL8Tgot5CfH0PDBiuxsPAvdd09a1/DwHgnGmOQEk2oWe873HzaVHjMSXG3WDf/C3KuR4GRMc0GDad510ePsdLr9exa9Tth2zaAVoOdb336vfku5pZWFR7zuajjnIqcSV2Dy9zU1cTZ8R3a13t0zFptASd2v0+OtAVJkjHSdaFp+zkYGD76mnpafy9dRMy+dWQWqLEy0eDXdzxNevV55HrxKUnsWTKZgdkbycaY9U6jeWnkNAzLOMbkSdy4lMKBVRFkJuXhEeRIC/czmOx5HRq+DD2/LZoE4V47psLxBeQ2m0v0uQAs0wvIAwxaOeParXaFx6vX6Qhd+h51Y1diQj4X1UG4jvkFc4eSpxjXazXEze9AjezzXGv4MaHhOUSdPoFdTVc6jp2Ak4d3hcecm5PF8o2TqGF3BIWk40ZSMwZ3/xoLy/vH5ZeQ+Fzz9/dPK21aXEEQhOeRXq+XQkNDrQMCAv411kAkPqUQiU/5O7z4F07s+YtajbrQ/72isQgFWh0/HrjG9/siMVQqeK+zJ8Oa1kJZQotQRTp14ABT4vRcqmaNU1oeH+lv06d/yTNWJSXd4p0du9hVIwCzvGze0cQwrufQCq35UZJzUSe5dOUDqhlf41auN2YGGuxNM0qs8RMeupO4S5PQ2+djkAtaTU/a9Z3/TOMFOPH3Dg6vWAJ5uZg4u/LCW5NxdCm521fUxTC2LvgKTUoiCgsrOr/yOj6NKz6xvJdOp2Pl4W8w1S7HXMokvLAV/Zt8RjXrkseNXLu4ifCrH2NokYkmvQYNg+bj4Nzwmcacn5vLmo9eI+1WAnpZwtrRnD7TFmBpb1fi8r+tWkC78K9xIYlNhm1wGzQXnzruzzRmbaGOMzuuc3bndQzUSpp6XcH31mSk9h/cX+Pn+EL0297nmsUCFEm1UCGTXd0Mt9F+GJo/23p8GTejuPnraHw058jEjOt1R+I39NP7vgdkvZ7rPw7CNWEnZ616c+hs0YzAzQcMpWHXXiifcMzKkwo5e5AT12ZRx+YqiTl2mMhD6d3rjbvvl5D4bKpWrZqPvb19hkh+BEH4L9Dr9VJSUpJlfHz8pYCAgF4Pvi8Sn1KIxKf85SQl8+OE4ZibODL21yUcjUpm2oYwriXl0L1edT7q4YOjRfl3t3pcOo2G75at4YfqHmQaKWkbc4u5rT2pUbfoJlCv07F480rmqmqRbWJGp1sXmNelE/b25Tc5QllpdVo2Hv0Bdd5iVAoN1zLq4uOop0WTPzAwsKQgP4d9a/th5BCBXgHaeCeadl+LhXW1Sos5Py+P9Qu+Ju70MZAUuLXtRI9Rr6BSFXVrysvJYf2C+dw+exwkBe7tOtN95Ni771eG+NRbrD05DU/DQ2TKluQavMyQFhMpngUqOyOO43sngsUFdHmGOFqPo16zN8ptQocnEXboIKd+m0Vqlgozw0KqB7ah11v/TCxyOuw8KRum0Fl7nKvU4HTAFAb3HV5p8QKkxedwYGU4tyLScbRMpo1qJnYDP4CAF+HyZlKWzydB+z4WkhFZKgV2AzywDyifsUdPKnzbz1idmIWjlEIUtTHp+x3VA4IBiFn1Hq7hizmtq8eBCEvqNmpCu5HjsLBzqNSYV62djspkIzZG6UQm+9K+/gzqutdDoVDcl/icOXPGQaVS/Qz4IcpfCILw36AHwrRa7ZjAwMB/zRooEp9SiMSnYvzQtzsgETloJuvP3aKmjQnTe/vSxrNybwTudTs6msn7QtldywWzAh3j4iLo2KQub4dd51I1D2qk3mJONSUdWpTcT74y3EqNZfexaTgbHyY5zwad0pNakg+6vCVoLGRUaSrMHd+nYcuRlR3qXdGXL7L5+6/QJCegsLCi0yuvk5mawtGVv0J+LqY169D3zfdwdC65C1Fl2H1+I3FJX1NDGUukxocm7h+iv7mfpKwlKNUapOxAmrb7HlOL5+d6Xjf7Q5LCTpCjMcTGUqbJ6A84dnI9A5OXY4CW1VYD6TNmNlbmFpUdKlA01i/iRDxH1kaSn11AgOkWGnT2IGa3AjPJBy2grWeP24ueKMo4rX1F0RbkEfbDaHzSdwEylyw6YlG3PrXPf84VTS0OpjWk/chXcWvctLJDvSsx/ibr971LHfsz5GmNiEnqxFsvf3Vf4iMIglDViMSnFCLxqRhLXh5Oen4yhoVgoJQwUCr+1YX/eXHd1okNrfsQ71ANSa9HpdXQ4fRFWofrUD2nDz8Nna5h2XQnKos0ZL2EvsCYjFOdKLwZCDx/J1qWZfI00WQVnEWmqBirQjLDQt0II4PKa0l7KEmHuu4xLBvsRVJqkBQy+clOpJzoRWGqU2VHVyJZ1qApDCVPF4GECpVkRtE3v+I5vCr+ce9fJ+nOz0XfF89r1DKyrL8vOhnFcx2zoXU2Ti0jMa2WRYf210TiIwhClSYSnwdIktQT6Onm5jb26tWrlR1OlXN2605OL12IWiU983E8T0InSRz0COK2vQvdz6dim/d8Jjz3UWow9juNZFhA3uX2SLqKmS2qPOnkAtJzQ1BIhlga+6KQnu3Yhychq9NQ++6nIM2R7KjGID//14Zek0qB5hJ6WYMCxfN6L34/+c7/SBLSf+A7A0Cv1yHJMiiU5TY9dUWSkbFwi2P49B0i8REEoUoTiU8pRIuPIAiC8P/Jg5MbCIIgVDXP/yNKQRAEQRAEQRCEpyQSH0EQBEEQBEEQqjyR+AiCIAiCIAiCUOWJxEcQBEEQBEEQhCpPJD6CIAiCIAiCIFR5IvERBEEQBEEQBKHKE4mPIAiCIAiCIAhVnkh8BEEQBEEQBEGo8kTiIwiCIAiCIAhClScSH0EQBEEQBEEQqjyR+AiCIAiCIAiCUOWJxEcQBEEQBEEQhCpPJD6CIAiCIAiCIFR5kizLlR3Dc0mSpCTgemXH8RjsgOTKDuL/AXGenw1xnp8NcZ4r3n/xHNeSZdm+soMQBEGoKCLx+Y+TJOm0LMuNKjuOqk6c52dDnOdnQ5zniifOsSAIwvNHdHUTBEEQBEEQBKHKE4mPIAiCIAiCIAhVnkh8/vsWV3YA/0+I8/xsiPP8bIjzXPHEORYEQXjOiDE+giAIgiAIgiBUeaLFRxAEQRAEQRCEKk8kPv9hkiR1kSQpXJKkSEmS3q/seKoiSZJcJEnaJ0nSZUmSLkqS9GZlx1RVSZKklCTpnCRJWyo7lqpKkiQrSZLWSpJ05c413ayyY6qKJEl6+873RZgkSaskSTKq7JgEQRAEkfj8Z0mSpAQWAF0BH2CwJEk+lRtVlaQF3pFl2RtoCkwQ57nCvAlcruwgqrhvgB2yLHsBAYjzXe4kSaoBvAE0kmXZD1ACgyo3KkEQBAFE4vNfFgREyrJ8TZblQmA10LuSY6pyZFm+Lcvy2Tv/nUXRjWKNyo2q6pEkyRnoDvxc2bFUVZIkWQCtgF8AZFkulGU5vVKDqrpUgLEkSSrABIir5HgEQRAEROLzX1YDiL3n55uIG/IKJUmSK9AAOFHJoVRF84HJgL6S46jK6gBJwNI7XQp/liTJtLKDqmpkWb4FzAVuALeBDFmWd1VuVIIgCAKIxOe/TCrhNTFFXwWRJMkMWAe8JctyZmXHU5VIktQDSJRl+Uxlx1LFqYCGwEJZlhsAOYAYG1jOJEmypqj1vTbgBJhKkjSscqMSBEEQQCQ+/2U3AZd7fnZGdKeoEJIkGVCU9KyQZXl9ZcdTBbUAekmSFENRl812kiQtr9yQqqSbwE1ZlotbLNdSlAgJ5asDEC3LcpIsyxpgPdC8kmMSBEEQEInPf9kpwF2SpNqSJBlSNHh2UyXHVOVIkiRRNCbisizLX1V2PFWRLMv/k2XZWZZlV4qu472yLIsn5OVMluV4IFaSJM87L7UHLlViSFXVDaCpJEkmd74/2iMmkRAEQXguqCo7AOHJyLKslSRpIrCTolmDlsiyfLGSw6qKWgAvAaGSJJ2/89pUWZa3VV5IgvDEXgdW3HlYcg0YWcnxVDmyLJ+QJGktcJaiWSHPAYsrNypBEAQBQJJlMSxEEARBEARBEISqTXR1EwRBEARBEAShyhOJjyAIgiAIgiAIVZ5IfARBEARBEARBqPJE4iMIgiAIgiAIQpUnEh9BEARBEARBEKo8kfgIgiAIgiAIglDlicRHEARBEARBEIQqTyQ+giCUO0mSTCVJ2ipJ0gVJksIkSZoiSdL6O+/1liQpT5IkQ0mSjCRJunbn9bqSJO2QJOmMJEmHJEnyuvO6vSRJ6yRJOnXnX4s7r38iSdLvkiTtlSTpqiRJYyvviAVBEARBeN6pKjsAQRCqpC5AnCzL3QEkSbIEXr3zXjAQBjSm6DvoxJ3XFwOvyrJ8VZKkJsAPQDvgG+BrWZYPS5JUE9gJeN9Zpx7QFDAFzkmStFWW5bgKPzpBEARBEP5zROIjCEJFCAXmSpI0B9giy/IhSZIiJUnyBoKAr4BWgBI4JEmSGdAcWCNJUvE21Hf+vwPgc8/rFpIkmd/5742yLOcBeZIk7buz7Q0Ve2iCIAiCIPwXicRHEIRyJ8tyhCRJgUA34HNJknYBh4CugAbYDfxKUeLzLkXdbtNlWa5fwuYUQLM7Cc5ddxIh+cFdl99RCIIgCIJQlYgxPoIglDtJkpyAXFmWlwNzgYbAQeAt4Jgsy0mALeAFXJRlOROIliRpwJ31JUmSAu5sbhcw8Z5t179nV73vjBOyBdoApyryuARBEARB+O8SLT6CIFQEf+BLSZL0FLXwjAcuAo4UJUAAIUCiLMvFrTRDgYWSJE0DDIDVwAXgDWCBJEkhFH1nHeSf8UInga1ATWCGGN8jCIIgCEJppH/uOQRBEP47JEn6BMiWZXluZcciCIIgCMLzT3R1EwRBEARBEAShyhMtPoIgCIIgCIIgVHmixUcQBEEQBEEQhCpPJD6CIAiCIAiCIFR5IvERBEEQBEEQBKHKE4mPIAiCIAiCIAhVnkh8BEEQBEEQBEGo8kTiIwiCIAiCIAhClfd/4CFuAh16Q6UAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plot_sweep_times(macos_sweep)" + ] + }, + { + "cell_type": "markdown", + "id": "5d95d2bb-72d9-479c-a070-ac1cb969066b", + "metadata": {}, + "source": [ + "## GPUs" + ] + }, + { + "cell_type": "code", + "execution_count": 329, + "id": "bf22d01c-1ac6-4916-b768-8f742abebedb", + "metadata": {}, + "outputs": [], + "source": [ + "gpu = events2df(read_events(\"gpu.log\"))\n", + "gpu_total = extract_total_times(gpu)" + ] + }, + { + "cell_type": "code", + "execution_count": 330, + "id": "a7970c8e-35aa-458e-9f94-676b2a0dd851", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plot_all(gpu_total)" + ] + }, + { + "cell_type": "code", + "execution_count": 331, + "id": "89466698-fc1c-4a3f-ba6a-1a2d2f8abedb", + "metadata": {}, + "outputs": [], + "source": [ + "gpu_sweep = extract_sweep_times(gpu)" + ] + }, + { + "cell_type": "code", + "execution_count": 332, + "id": "6e6dfe05-5787-4829-ad8a-c347a4be11eb", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAz4AAAGDCAYAAADqAMVaAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAB6RklEQVR4nO3deViU5f4G8PuZGfZNNkFAQIEBhn0RdxPNvUxzzS3NFi3LsvV0Op1+rae0zVbbsyyzjm1WWp3c0jRBREURd5FFkX2HmXl+fwxDSIBYDCPD/bmuucZ5512+8zKn897zLK+QUoKIiIiIiMiSKcxdABERERERkakx+BARERERkcVj8CEiIiIiIovH4ENERERERBaPwYeIiIiIiCwegw8REREREVk8Bh8iaiSEeFgI8Y656yAiIiLqaAw+RNRISvm0lPJmc9cBAEKI6UKInUKIKiHElhbejxVCpDa8nyqEiG3nfnsJIb4RQuQKIaQQIrDZ+zZCiPeEEGVCiHwhxLIO+UBERERkVgw+RHSlKgLwEoD/NH9DCGEN4GsAHwNwBfAhgK8bll+KHsBGAFNaef8xACEAAgAkA3hACDH2MmsnIiKiKwyDD1E3JIR4UAiRI4QoF0IcEUKMbFj+mBDi44Z/vyqEqGjy0AohHmt4z0cI8V8hRIEQ4qQQ4q6OrlFK+bOUch2A3BbeHg5ABeAlKWWtlHIlAAFgREN93wshnm/yeT8TQrzXsN9zUsrXAexp5dDzADwhpSyWUh4G8DaA+R30sYiIiMhMGHyIuhkhRCiAJQD6SSmdAIwBcKr5elLKJVJKRymlI4AhAIphaFVRAPgWQDoAXwAjAdwthBjTyvEeEkKUtPb4ix8jAsB+KaVssmx/w3IAuAnAXCHECCHEbAD9ACy91E6FEK4AfBo+m1F6k/0SERFRF6UydwFE1Ol0AGwAaIQQBVLKU22tLITwBPAVgDullGlCiP4APKWUjzesckII8TaAmQA2Nd9eSvkftNBd7W9yBFDabFkpAKeGY+YLIRbB0AXODsAkKWV5O/dr3Nef9ktERERdF1t8iLoZKeUxAHfDMJblvBBirRDCp6V1hRBWAL4A8ImUcm3D4gAAPs1abR4G4GXq2puoAODcbJkzgKbhZgMAJYAjUspfL2O/xn21tl8iIiLqghh8iLohKeUnUsohMIQYCeDZVlZ9BYaL/keaLMsGcFJK2aPJw0lKOb6lHTRMkV3R2uMvfoQMANFCCNFkWXTDcqOnABwG0EsIcUN7diqlLAaQByCmyeKYZvslIiKiLojBh6ibEUKENox9sQFQA6Aahu5vzde7DcBVAGZJKfVN3vodQFnDBAl2QgilECJSCNGvpeM1TJHt2NqjjTqVQghbGLrkKoQQtg0tUACwpaHmuxqmn17SsPyXhm2HAVgAw0QF8wC8IoTwbbJvWxi6+wGATcNro9UAHhFCuAohwgDcAuCD1uokIiKiroHBh6j7sYFhzM0FAPkAesLQVa25GwD0BZDbpIXmYSmlDsC1AGIBnGzYzzsAXDq4zrkwhLI3AAxt+PfbACClrAMwCYZQUwLDZAaTpJR1QghnGMLLEillTkM3t3cBvN+khagaf3Rry2x4bfRvAMcBnAawFcByKeXGDv5sRERE1MnExZMiERERERERWR62+BARERERkcVj8CEiIiIiIovH4ENERERERBaPwYeIiIiIiCwegw8REREREVk8lbkLuFJ5eHjIwMBAc5dBRETUKVJTUy9IKT3NXQcRkakw+LQiMDAQKSkp5i6DiIioUwghTpu7BiIiU2JXNyIiIiIisngMPkREREREZPEYfIiIiIiIyOJxjA8RERF1itTU1J4qleodAJHgj69E1PH0AA5qtdqbExISzjd/k8GHiIiIOoVKpXrH29s73NPTs1ihUEhz10NElkWv14uCggJNfn7+OwAmNn+fv7YQERFRZ4n09PQsY+ghIlNQKBTS09OzFIZW5T+/38n1EBERUfelYOghIlNq+G9MixmHwYeIiIi6jYqKCtGvX79QrVZr7lL+lqSkpNBt27bZN122bds2+/nz5/fujOM/9thjXn369IlQq9Wa0NBQzc033+xXW1srAMDX1zcqISEhtOn6YWFhmpCQkAgA2LBhg5OTk1NseHi4pk+fPhG33nqrn3G9lStXuru6usaEhYVpjI/U1FRbnU6H+fPn9w4JCYlQq9WayMjI8MzMTGsAeOmll9zVarVGrVZrQkJCIj7++OMebdU+ZcqUwPfff9+1w0+KhbK3t48DgFOnTlmNHTu2LwDs3LnT7rPPPnMxrrNmzRqXhx9+2NuUdSxbtszn0Ucf9QKAW2+91e+bb75xutx9cIwPERERdRuvvPKKx8SJE4tVKsu7BBo2bFjVsGHDqkx5DK1WixdeeMHzf//7n/OePXsyPTw8dDU1NeLxxx/3qqysFDY2NhIAKisrlceOHbMKDg6u37t3r23z/SQmJlZs3rz5WEVFhYiKitL8+OOPxaNHj64EgGuvvbZ49erVZ5quv2rVKrf8/HyrzMzMDKVSiePHj1s5Ozvrjx8/bvX888/32rdv32F3d3ddaWmpIi8vr1P+uFqtFp39Paqvr4eVlVWnHtMoMDCwfuPGjScAICUlxT4lJcVhxowZpQAwe/bsUgClnVXLfffdd37BggUBEydOLL+c7djiQ0RERN3GunXr3KdPn14CGFoeEhMTQ0eNGhUUFBQUMWvWLH+dTocXX3zRY+HChY0tJ88//7zHzTff7AcAV199dVBERER4cHBwxIoVKzyM69jb28ctXrzYNyIiInzQoEHqzZs32yclJYX6+flFrVmzxgUAysvLFePHj++rVqs1EyZM6BsdHR22bds2+6ysLOuAgIDIvLw8lU6nQ0JCQuj69eudL/ezbdiwwSk5OTkYMPw6Pm3atEBjDU8++WRP43qvv/66W1RUVHhYWJhm1qxZAcbWr9mzZ/tHRkaGBwcHR9xzzz0+xvV9fX2j7rvvvl4JCQmh7733nusLL7zQ6+233z7t4eGhAwBbW1v59NNP57u5uemN20yaNKlo9erVbgCwevVqtylTphS1VLOjo6OMiIioPnPmjHVbny0vL8/Ky8urXqlUAgCCgoLqPT09dXl5eVYODg56FxcXHQC4uLjow8LC6gBDq0RMTEyYWq3WjBo1KqigoEDZdJ/r1q1zHj9+fN+m52/EiBHBALB+/Xrn2NjYMI1GEz5u3Li+paWlipbORWv1Nm2dAICQkJCII0eOWB85csS6b9++ETNnzgwIDg6OGDx4cEhFRYUADK14N910U++4uLiwkJCQiM2bN9sb93XDDTcEDB48OOT666/vk5ubqxozZkxQZGRkeGRkZPiPP/7oAAClpaWKqVOnBhpbvz744IMegCE0GlvDFi9e7Gusyd7ePu7OO+/0DQ0N1cTExIRlZ2erACAzM9M6NjY2LDIyMnzp0qWN34MjR45Yh4SERNTU1IhnnnnG59tvv3UNCwvTvP32264rV650nzdvnj8AZGVlWQ8cOFCtVqs1AwcOVB89etQaMLS0zZ8/v3dcXFyYn59fVNNWt3/9619ekZGR4Wq1WtP0u/fggw96BwYGRg4aNEh99OhRG+NytVpdV1JSojpz5sxlJU/L+7mDiIiIrnj3f5HeOyu/3P7Sa7af2tupavnUmOzW3q+pqRHZ2dk2oaGhdcZlBw4ccEhLSzuoVqvrhg0bFrJ69WrXhQsXFkVERGhqa2vP2tjYyI8//thj1apVpwFgzZo1p7y8vHQVFRUiLi5OM2fOnGJvb29ddXW1Ijk5ufyNN97IGTVqVNAjjzziu3379qy9e/faLliwoM/s2bNLly9f7tmjRw9dVlbWoT179tgOHDgwAjBcxC1dujR/wYIF/v369asMDQ2tuf7668v+7vk4duyY7c6dO4+UlJQow8PDI++///6CjIwMmy+++MItJSUl08bGRs6ZM8f/zTffdF+yZEnhCy+8kOPl5aXTarUYNGhQ6O7du+369+9fDQC2trb61NTUI8XFxYr77rsvwBguWjNr1qziG2+8sc/jjz9+btOmTT0+/vjjE+vWrXNvvl5BQYHy5MmTNqNHj2785b7hgtrR+DolJeXw3Llzi4YNGxYWFhbmNHTo0LL58+cXDh48uHrAgAFVHh4e9b17944aPHhw+fXXX188a9asUgCYP39+nxdffPHMhAkTKu6++26fBx980Oe9995r/H5Mnjy5bOnSpQFlZWUKZ2dn/aeffuo6derUory8PNXTTz/da9u2bVnOzs76f/7zn95PPPGE14oVK/Kanou/+nc5c+aM7ccff3xi0KBBp8ePH9939erVrrfffnsRAFRVVSnS0tIyf/jhB8dbb721z9GjRzMAYP/+/fa7d+/OdHR0lNdee22fZcuWnRszZkzF0aNHrceMGRNy4sSJjIceeqiXs7OzLisr65Dx3J46dcrqscce801NTT3s6empHTp0qPqjjz7qMXfu3JLq6mrFwIEDK1555ZWcRYsW+b3yyiuezz33XN7tt9/uf/PNNxcsWbKk8JlnnvFsXr+tra38xz/+kZuSkuJgbJlbuXJl49920aJF/rNmzSq88847C1966SX3xYsX9/7555+PA8C5c+esUlJSMvft22c7efLk4AULFhSvX7/e+dixY7b79+8/LKXE1VdfHfzDDz84Ojo66r/88ku3AwcOHKqvr0dsbKwmLi6usUUzKiqq6pdffnGcP39+SXvPPVt8iIiIqFvIz89XOTk5XTS4JyoqqlKj0dSpVCpMnz69aPv27Y7Ozs76wYMHl3/22WcuaWlptvX19SIpKakaAJ599lmv0NBQTUJCQnh+fr5VRkaGLQBYWVnJqVOnlgFARERE9ZAhQ8ptbGxkUlJSdU5OjjUA7Ny50/GGG24oAoB+/frVqNXqxou4ZcuWXaioqFB+8MEHnq+99lqr4e1yjB49usTOzk726tVL6+bmVn/27FnVxo0bnQ4ePGgfExMTHhYWpvn111+dT5w4YQMAH374oZtGownXaDSao0eP2qanpzd2UZs3b14xAEgpIYRoPMZ///tf57CwMI2vr2/UTz/95GBc7unpqXNxcdG+9dZbrsHBwdWOjo76JqUhJSXFUa1Wa3x9fWNGjx5d6u/v3/h3ufbaa4szMzMPGR+Ojo4yKCio/tixYwcff/zxswqFAuPHjw/9+uuvnVQqFbZt23b0k08+OR4SElLz0EMP9V62bJlPYWGhsry8XDlhwoQKALjlllsKd+3a5di0BisrKwwfPrxs7dq1LvX19fjll19cbrjhhpItW7Y4HD9+3DYpKSksLCxMs3btWvemLVLGc/FX+fr61g4aNKgaAOLi4qpOnTrV2JIxa9asIgAYN25cRUVFheLChQtKABg7dmyJo6OjBIAdO3Y4L1261D8sLExz7bXXBldUVCiLi4sV27Ztc77nnnsa713j6emp+/XXXx0GDBhQ7uPjo7WyssKMGTOKtm7d6tjw+eXMmTNLASAhIaHy9OnT1gCwd+9ex1tuuaUIAG677bbCy/18aWlpDrfeemsRACxevLgoNTW18bxPnDixRKlUIiEhoaawsNAKADZu3Oi8bds2Z41Go4mIiNAcP37cNjMz03bz5s2O48ePL3FyctK7ubnpR48eXdL0OJ6enlrj/7baiy0+zQghrgVwbXBwsLlLISIislhttcyYioODg76uru6iH32bXsQ3fX3rrbdeeOqpp7zVanXNnDlzLgCGrlBbt251SklJyXRyctInJSWFVldXKwBApVJJhcKwa4VCAeNYF6VSCZ1OJwBDaGhNeXm5Ij8/3xoAysrKlK6urvpWV24nYw3GOrRarZBSimnTphW+9tprOU3XzczMtH711Ve9GloGdFOmTAmsqalpPFdOTk56AHBzc9Pb2dnpMzMzrcPCwuqmTJlSNmXKlEPJycnBtbW1F53bqVOnFj/wwAMBr7/++snmtRnH+Ozfv99m+PDhYdOmTSs2hoHW2NnZyenTp5dNnz69zMvLq379+vU9rrvuunKFQoHk5OSq5OTkqnHjxpXdfPPNgf/85z/PtecczZw5s+i1117r6eHhoYuOjq5ydXXVSykxZMiQsm+//fZPdTc9F21RqVRSr/9jNePEDwBgbW3d9O8ijd8hoPXvo4ODQ+POpJRISUk5bAxCTZc3376t71zT76xKpYJWq23c2FSzL9ra2jbu11iblBJ333133v3333+h6bqPP/54z+afp6mamhphZ2d3Wf87YYtPM1LKb6WUt7q4uFx6ZSIiIuoyPD09dTqdTlRVVTVeTR04cMAhMzPTWqfT4YsvvnAbOnRoOQCMGDGiMi8vz/rLL790X7hwYREAlJSUKF1cXHROTk76tLQ02/T0dIfWjtWSQYMGVaxdu9YVAFJTU22zsrLsjO8tWbLEd+rUqYUPP/xw7vz58wOMywcOHKg+efJkh41mHzt2bNmGDRtcc3JyVABw7tw5ZVZWlnVxcbHSzs5O7+bmpsvOzlZt2bKl1Quhu+++O++WW24JMLZG6PV6NA89ADB79uziO+64I7+tbnvR0dG1S5cuzXvmmWfanBHs119/tT916pQVAOh0Ohw4cMAuICCg7tSpU1a//vprY5fJlJQUe19f3zp3d3eds7OzbuPGjY4A8O6777oPHDiwovl+J0yYUJ6RkWH/9ttve0ybNq0IAIYPH16ZkpLiePDgQRvAEEr3799v03xbAHj66ac9n3766T91BwsMDKzdt2+fg7H2nJycFrdv7tNPP3UFgE2bNjk6OTnp3N3ddc3XGTJkSNmzzz7bOGZr586ddg11l73wwguNywsKCpTDhg2r3L17t1NeXp5Kq9Xi888/dxs+fPifzkNT8fHxFW+//bYbALz99tt/6p4IAM7OzrqKiooWc0RcXFzlO++84woYxhclJia2ebxx48aVffTRRx7GcVQnT560ysnJUY0YMaLiu+++61FRUSGKi4sVP/30U4+m2x0/ftw2JiamzbDcHFt8iIiIqNsYNmxY6Y8//ug4adKkcgCIjY2tuPfee/0yMzPt+vfvXz537twS47qTJk0q3r9/v72np6cOAKZMmVL61ltvearVak1QUFBNTExM5eUc+/777y+YPn16YMN0zFWhoaHVrq6uuu+++85x3759Du+++26mSqXCl19+6fryyy+7L1mypPD06dM2np6eLc69PXny5BCVSiUBw8XqHXfcUXCpGhISEmoeeeSRnJEjR6r1ej2srKzkypUrz4wcObIyMjKyKiQkJMLf3782ISGh1YvVBx54oKCqqkqRmJgYbm1trXdwcNAnJSVVDBw48KIZ5VxdXfVPPfVU/qVquvfeewv69u3rbZyeuvkYn1deeeV0aWmp8rbbbgswttjFxsZWPvTQQ+fPnj1rdd999/mdO3fOysbGRrq5udW//fbbZwDg/fffP7l48eKAu+66S+Hv71/76aefnmp+bJVKhZEjR5Z+8cUX7uvWrTsFAD4+PtpVq1admjlzZt+6ujoBAP/+979zoqOja5tvn5mZaTd48OA/nat58+YVr1mzxj0sLEwTGxtbGRAQUHOp89BwznRxcXFhFRUVyrfeeqvFFqe33nor++abb/ZXq9UanU4n+vfvXz5o0KAzzzzzTN6CBQv8Q0JCIhQKhXz44Ydzb7zxxpJHH30056qrrlJLKcXIkSNL58yZU9JWDa+//vqZmTNn9n399de9Jk6c2GK3vnHjxpWvWLGiV1hYmObee+/Na/reG2+8cebGG28MfPnll73d3d21q1evPtXW8a6//vqyjIwM2379+oUBgL29vX7NmjUnhwwZUjV58uSiyMjICF9f39qkpKTG81xbWytOnTplM2zYsMv636BoqwmsO0tMTJQpKSnmLoOIiKhTCCFSpZSJpjxGenr6qZiYmAuXXtN0duzYYbd8+XLvr7766uSGDRucnn/+ea/Nmzcfa2nd5OTk4Lvvvvvcddddd1lT5rZGq9Wirq5O2Nvby4yMDJvRo0erjx8/frBp95+m9uzZY7tq1SqPd95552xHHJ86XnJycvAPP/xwvLW/4eVISkoKXbFiRbappyS3BKtXr+6Rmppq//LLL+e29H56erpHTExMYPPlbPEhIiKibmPw4MHVe/bsKWvrBqYXLlxQJiYmhoeHh1d1VOgBDF2mhg4dGlpfXy+klHjxxRdPt3XB3K9fv5p+/fox9FzBWgvNZFparVb861//atc4rqbY4tMKtvgQEVF30l1afIjI8rXW4sPJDYiIiIiIyOIx+BARERERkcVj8CEiIiIiIovH4ENERERERBaPwYeIiIi6jYqKCtGvX7/QtmZ16wqSkpJCt23bZt902bZt2+znz5/f29THnjJlSuD777/v2lY9R44csQ4JCYkADLPZTZw4sY9ardaEhIREJCQkhBpvVtkae3v7ONNUb3lWrlzpPm/ePH8AeO655zxfffVVd+Ny401fAWDGjBkBqamptqasxdfXNyovL09VU1MjEhMTQ+vr6015uMvG6ayJiIio23jllVc8Jk6cWKxSWd4l0LBhw6pMfQ+YvxIYn3766Z49e/as/+abb04CQHp6uo21tbXJpxXWarUwx9/ZXMcFDDeXNf77448/9oiNja0ODAysB4DPPvvsdGfVYWtrK6+66qqyd955x23x4sVFnXXcS2GLDxEREXUb69atc58+fXoJAGzYsMEpMTExdNSoUUFBQUERs2bN8tfpdHjxxRc9Fi5c2Nhy8vzzz3vcfPPNfgBw9dVXB0VERIQHBwdHrFixwsO4jr29fdzixYt9IyIiwgcNGqTevHmzfVJSUqifn1/UmjVrXABDy8f48eP7qtVqzYQJE/pGR0eHbdu2zT4rK8s6ICAgMi8vT6XT6ZCQkBC6fv1658v9bBs2bHBKTk4OBoBly5b5TJs2LdBYw5NPPtnTuN7rr7/uFhUVFR4WFqaZNWtWgDHMzJ492z8yMjI8ODg44p577vExru/r6xt133339UpISAh97733XP904EvIy8uz8vX1bfzpPyYmptbOzk4CwGOPPeYVEhISERISEvH444/3bL7thAkT+n722WcuxtdTpkwJ/OCDD3potVrcdtttfpGRkeFqtVqzfPlyD+M56N+/v/raa6/tExoaGtFWXcbWCcDQWpaUlBTa1rk7cuSIdZ8+fSKuv/76QLVarRk7dmzf8vJyRUvnaP369c6xsbFhGo0mfNy4cX2NLVxbt261j4uLCwsNDdVERUWFFxcXK6qqqsTUqVMD1Wq1Jjw8XPPtt986AYYWm9GjRwcNHTo0JCAgIHLRokV+xtpffvll98DAwMh+/fqF7ty509G4fNmyZT6PPvqo1/vvv+968OBB+3nz5vUNCwvTVFRUiKatcqtWrXIztsAtXrzY17i9vb193J133ukbGhqqiYmJCcvOzlYBQG5urmrMmDFBkZGR4ZGRkeE//vijAwDk5+crBw8eHBIeHq6ZNWtWQNPb5EydOrVk7dq1bpf4enQqy/u5o7uREhDC3FUQERFdnq/u6I3zh+wvveJl6KmpwqTXslt7u6amRmRnZ9uEhobWGZcdOHDAIS0t7aBara4bNmxYyOrVq10XLlxYFBERoamtrT1rY2MjP/74Y49Vq1adBoA1a9ac8vLy0lVUVIi4uDjNnDlzir29vXXV1dWK5OTk8jfeeCNn1KhRQY888ojv9u3bs/bu3Wu7YMGCPrNnzy5dvny5Z48ePXRZWVmH9uzZYztw4MAIAFCr1XVLly7NX7BggX+/fv0qQ0NDa66//vqyv3s6jh07Zrtz584jJSUlyvDw8Mj777+/ICMjw+aLL75wS0lJybSxsZFz5szxf/PNN92XLFlS+MILL+R4eXnptFotBg0aFLp79267/v37VwOAra2tPjU19QgAbNq0yaXtI1/s1ltvvXDNNdeov/76a9dhw4aV3XLLLYVRUVG127dvt//kk0/cU1NTD0spkZCQED5y5MjywYMHVxu3nTFjRtFnn33mOmPGjNKamhqxY8cO5w8//PD0Sy+95OHi4qI7ePDg4erqatGvX7+wa6+9tgwA9u/f75CWlpYRFhZW13pVl3/uAODUqVO2q1atOjV69OjKadOmBS5fvtzz8ccfP9f0HOXl5amuvfbaoG3btmU5Ozvr//nPf3o/8cQTXk8++WT+7Nmzg9asWXP8qquuqioqKlI4Ojrqn3zySS8AyMrKOpSWlmY7fvz4kOPHjx8EgEOHDtmnp6cfsrOz0wcHB0fed99956ysrPCf//zHJzU19bCbm5tu0KBBoZGRkRe19C1YsKD4jTfe6LlixYrs5q2Ap06dsnrsscd8U1NTD3t6emqHDh2q/uijj3rMnTu3pLq6WjFw4MCKV155JWfRokV+r7zyiudzzz2Xd9ttt/VetmzZuTFjxlQcPXrUesyYMSEnTpzIeOihh3wGDhxYsWLFiry1a9e6fPrpp40/BvTr1696//79Dn/1b2AKDD5d2c5XgD3vAnelMfwQERFdQn5+vsrJyemivlpRUVGVGo2mDgCmT59etH37dscFCxYUDx48uPyzzz5ziYqKqqmvrxdJSUnVAPDss896fffddz0a9meVkZFh6+3tXWllZSWnTp1aBgARERHVNjY2ehsbG5mUlFSdk5NjDQA7d+50XLp06XkA6NevX41arW68IF22bNmF9evXu37wwQee+/fvP9QRn3f06NEldnZ20s7OTuvm5lZ/9uxZ1caNG50OHjxoHxMTEw4ANTU1ip49e2oB4MMPP3T74IMPPLRarSgoKLBKT0+3NQafefPmFbd1LCHEn7quGZcNGjSo+uTJkwe++uor559++sl50KBB4Vu3bs3csmWL4/jx40ucnZ31ADBhwoTizZs3OzUNPlOnTi194IEH/Kurq8V///tfl6SkpHJHR0f5888/O2dmZtp/8803rgBQXl6uPHTokK21tbWMjo6u/Duhp7VzBwDe3t51o0ePrgSAuXPnFq5cubIngHNNz9GWLVscjh8/bpuUlBQGAPX19SIhIaFi//79tj179qy/6qqrqgDAzc1NDxi+F3feeed5AIiLi6vx8fGpO3DggC0ADBkypMzd3V0HAMHBwTXHjx+3OX/+vGrAgAHlPj4+WgC4/vrri7Kysto9dufXX391aLr9jBkzirZu3eo4d+7cEisrKzlz5sxSAEhISKj8+eefnQFgx44dzkePHrUz7qOiokJZXFys2LVrl9P69euPAcDMmTNLb7vtNp1xHZVKBSsrK1lcXKxwdXXVX/YfwQQYfLoyaweg+CRQfApw62PuaoiIiNqvjZYZU3FwcNDX1dVd1M1fNPvh0Pj61ltvvfDUU095q9Xqmjlz5lwADN2otm7d6pSSkpLp5OSkT0pKCq2urlYAgEqlkgqFYdcKhQI2NjYSAJRKJXQ6nQCApt2AmisvL1fk5+dbA0BZWZmyIy4UjTUY69BqtUJKKaZNm1b42muv5TRdNzMz0/rVV1/1amgF0E2ZMiWwpqam8Vw5OTm1WY+rq6u2sLCw8bqyoKBA5erq2hgyXVxc9DfeeGPJjTfeWDJv3jx8/fXXLkql8pLjfOzt7eWAAQPK169f7/zZZ5+53nDDDUUAIKUUzz///JkpU6Zc1DK2YcMGJ3t7+3adO6VSKfV6w6rGv6NRS+cOaP37AvxxjqSUGDJkSNm33357sum6u3fvtmspILb1vWg6FkqpVMr6+voW67gcbR2v6fdYpVI1fm4pJVJSUg47Ojr+aWPj+i2pr68X9vb2Jh/P1V4c49OV+cQbnnPTzFsHERFRF+Dp6anT6XSiqqqq8arxwIEDDpmZmdY6nQ5ffPGF29ChQ8sBYMSIEZV5eXnWX375pfvChQuLAKCkpETp4uKic3Jy0qelpdmmp6dfVjeeQYMGVaxdu9YVAFJTU22zsrIaf0FfsmSJ79SpUwsffvjh3Pnz5wcYlw8cOFB98uRJq5b291eMHTu2bMOGDa45OTkqADh37pwyKyvLuri4WGlnZ6d3c3PTZWdnq7Zs2XJZ3dmGDRtW/tFHH7kZg8S7777rbjyXP/74o0NBQYESMHQ3zMrKsg0MDKwbMWJExffff9+jvLxcUVZWpvj+++9dk5OTy5vve+bMmUUffPCBx549e5yMXQBHjRpV+sYbb3jW1tYKANi/f79NWVlZi9e1rZ1DPz+/uh07dtgDwLp169o1dikvL8/6559/dgCATz75xG3QoEEVzdcZPnx4ZUpKiuPBgwdtAEOo3b9/v01MTEzNuXPnrLdu3WoPAMXFxYr6+noMGTKk4uOPP3Yzfo68vDzr6OjomtZqGDZsWOWuXbuc8vPzlbW1teLLL79ssXZHR0ddaWmpsqXtd+/e7ZSXl6fSarX4/PPP3YYPH/6nz9HUkCFDyp599tnGMVg7d+60A4ABAwaUv/fee+4AsG7dOueysrLG4+Xn5ytdXV21TUOkuTH4dGU9NYDSGsjda+5KiIiIuoRhw4aV/vjjj42DwWNjYyvuvfdeP7VaHeHv7187d+7cEuN7kyZNKk5MTKzw9PTUAcCUKVNKtVqtUKvVmocfftgnJiam8nKOff/99xcUFhaq1Gq15qmnnvIODQ2tdnV11X333XeO+/btc3jyySfzFy9eXGRlZSVffvlld51Oh9OnT9t4enq2OJXa5MmTQ7y8vKK9vLyix40b17c9NSQkJNQ88sgjOSNHjlSr1WrNiBEj1NnZ2VYDBw6sjoyMrAoJCYmYO3duYEJCQpsXwvfcc0+A8dixsbFhy5Ytu+Do6KgPCwvThIaGaiorKxX//ve/zwFAVlaW7eDBg0PVarUmMjJSExsbW3XjjTcWDxkypGrWrFmF8fHx4QkJCeFz584taNrNrcnnLNuzZ4/TkCFDymxtbWXD8S+EhYXVREVFhYeEhETccsstAcbWkKbaOoePPvpo7gMPPOCfkJAQ2p7WJwDo27dvzXvvveeuVqs1xcXFqvvuu6+g+To+Pj7aVatWnZo5c2ZftVqtSUhICDtw4ICtra2tXLNmzfG77rrLPzQ0VDN8+HB1VVWV4oEHHjiv0+mEWq3WzJgxI2jVqlWnjJM/tCQgIKD+wQcfzB0wYED4kCFD1NHR0S3O5Ddv3rwLd955Z4BxcoOm2z/66KM5V111lTo8PDwiOjq6as6cOSVtfe633nore+/evQ5qtVoTFBQU8eqrr3oCwH/+85/cHTt2OGo0mvBNmza59OrVq7GL4Q8//OA8cuTI0nac1k4j2mru6s4SExNlSkqKucu4tLdHACo7YMF35q6EiIi6MCFEqpQy0ZTHSE9PPxUTE3PBlMe4lB07dtgtX77c+6uvvjq5YcMGp+eff95r8+bNx1paNzk5Ofjuu+8+d9111/2pFeKv0Gq1qKurE/b29jIjI8Nm9OjR6uPHjx80Xsw3t2fPHttVq1Z5vPPOO2c74vjdUUeewyNHjlhfc801IUePHs3oiNos3ejRo4OWL19+NiYmprazj52enu4RExMT2Hw5x/h0dT7xQPqngF4PtNHHkoiIiIDBgwdX79mzp6yt+9FcuHBBmZiYGB4eHl7VUaEHMHR5Gjp0aGh9fb2QUuLFF1883VroAQwTIPTr14+h52/gOTSPmpoaMXHixBJzhJ62sMWnFV2mxSdtDfD17cAdvwOeoeauhoiIuqju0uJDRJavtRYfNhF0db6c4ICIiIiI6FIYfLo6DzVg5QDkcIIDIiIiIqLWMPh0dQol0CuGLT5ERERERG1g8LEEPnFA/n5AV2/uSoiIiIiIrkgMPpbANx7Q1gAFmeauhIiI6IpWUVEh+vXrF9rWrG5dQVJSUui2bdvsmy7btm2b/fz583ub+thTpkwJ9PX1jQoLC9NoNJpw4w09AeDRRx/16tOnT0RISEhEaGio5tVXX3UHgPr6eixZssQ3ICAgMiwsTBMWFqZ58MEHvY3bPfjgg97BwcERarVaExYWpvnll1/avDlsS5+fWnbkyBHrkJCQCODi78iGDRucfvrpp8bz/Nxzz3ka/16mMmXKlMD333/fFQCuueaavgcOHLAx5fGa43TWlsAnzvCcsxfwjjJvLURERFewV155xWPixInFKpXlXQINGzasatiwYS3ezLKjGAPjk08+eXbBggXF69evd7799tsDsrKyDj333HOev/zyi3NqauphNzc3fWFhofKTTz7pAQBLly71PXfunNXhw4cz7O3tZXFxseKJJ57wBoCff/7ZYdOmTT0OHDhwyM7OTubl5alqa2v/dDNSU32ezv4u1NfXw8rKqlOPadT0O/LLL784OTo66kaNGlUJAA888MCfbsZqSosXLz7/1FNPea9du/Z0Zx2TLT6WwK0vYOsC5HKCAyIiorasW7fOffr06SWA4RfvxMTE0FGjRgUFBQVFzJo1y1+n0+HFF1/0WLhwYWPLyfPPP+9x8803+wHA1VdfHRQREREeHBwcsWLFCg/jOvb29nGLFy/2jYiICB80aJB68+bN9klJSaF+fn5Ra9ascQEM9/EZP358X7VarZkwYULf6OjosG3bttlnZWVZBwQERObl5al0Oh0SEhJC169f73y5n23Dhg1OycnJwQCwbNkyn2nTpgUaa3jyySd7Gtd7/fXX3aKiosLDwsI0s2bNCjCGmdmzZ/tHRkaGBwcHR9xzzz0+xvV9fX2j7rvvvl4JCQmh7733nmvTY44dO7Y8OzvbBgBefPFF71WrVp1xc3PTA4C7u7vuzjvvLCwvL1d88sknnu+8884Ze3t7CQCurq76F154IRcAcnJyrNzc3LR2dnYSAHr16qUNDAysB4Cvv/7aKTw8XKNWqzXTpk0LrK6uvigQPfvss56LFi3yM75euXKl+4033ti7rc9pb28fd/fdd/tER0eH/e9//3Ns7Xw2bZ0wbmc8z0lJSaFjx47t26dPn4iJEyf20ev1jedq8eLFvlFRUeFRUVHhBw8etDHu6+abb/br37+/+vbbb/fLyMiwGTp0aEhERER4QkJCaFpami0AZGdnq0aNGhUUGhqqCQ0N1RhbZB577DGvkJCQiJCQkIjHH3+8J2Boyenbt2/EzJkzA4KDgyMGDx4cUlFRIQBg+/bt9qGhoZrY2NiwF154ofFvb/yOHDlyxHr16tWeb775pldYWJhm48aNjsuWLfN59NFHvQBg586ddjExMWFqtVozatSooIKCAiVgaGkzfr7AwMDIjRs3OgKGAHnbbbf5RUZGhqvVas3y5cs9AECv12PevHn+QUFBEcOHDw++cOFCY8ocO3Zsxfbt253r6ztvqIbl/dzRHQlhaPXhBAdERNRF/GvHv3ofKz7WoV2Vgl2Dq54Y/ER2a+/X1NSI7Oxsm9DQ0DrjsgMHDjikpaUdVKvVdcOGDQtZvXq168KFC4siIiI0tbW1Z21sbOTHH3/ssWrVqtMAsGbNmlNeXl66iooKERcXp5kzZ06xt7e3rrq6WpGcnFz+xhtv5IwaNSrokUce8d2+fXvW3r17bRcsWNBn9uzZpcuXL/fs0aOHLisr69CePXtsBw4cGAEAarW6bunSpfkLFizw79evX2VoaGjN9ddfX/Z3z8exY8dsd+7ceaSkpEQZHh4eef/99xdkZGTYfPHFF24pKSmZNjY2cs6cOf5vvvmm+5IlSwpfeOGFHC8vL51Wq8WgQYNCd+/ebde/f/9qALC1tdWnpqYeAYBNmza5GI+xdu3aHiEhIdXFxcWKyspKZURExJ9uWHno0CGbXr161bm6uupbqnPSpEllzzzzjE9gYGDkkCFDym644YaiCRMmVFRVVYnbbrutz48//ngkOjq6dvLkyYHLly/3fPTRR88bt507d27xgAEDwgCcBYAvvvjC7Z///Gfe3r17bVv7nNXV1YrIyMjql156KfevntvDhw/b7du370RgYGB9QkJC2E8//eQ4ZsyYCgBwdnbWHThw4PCrr77qfuedd/bevHnzMQA4fvy47Y4dO7JUKhUGDhyofuutt05HRUXV/vLLLw6LFy/237VrV9aiRYv8hw4dWv7oo48e12q1KC0tVW7fvt3+k08+cU9NTT0spURCQkL4yJEjyz08PHRnzpyx/fjjj08MGjTo9Pjx4/uuXr3a9fbbby9auHBh4IsvvnhmwoQJFbfddptf8/pDQ0Pr5s2bV+Do6Kh7/PHHzwHAjz/+2Bi258+f38e4/d133+3z4IMP+rz33nvZAKDVasWBAwcOf/bZZy6PP/64z9ixY7NeeuklDxcXF93BgwcPV1dXi379+oVde+21Zbt377Y/duyYzZEjRzLOnj1rFRUVFTF//vxCAFAqlQgICKjZtWuX/dChQ03aUmnEFh9L4RMHnMsA6mvMXQkREdEVKT8/X+Xk5HTR4J6oqKhKjUZTp1KpMH369KLt27c7Ojs76wcPHlz+2WefuaSlpdnW19eLpKSkagB49tlnvUJDQzUJCQnh+fn5VhkZGbYAYGVlJadOnVoGABEREdVDhgwpt7GxkUlJSdU5OTnWALBz507HG264oQgA+vXrV6NWqxsv9pYtW3ahoqJC+cEHH3i+9tprrYa3yzF69OgSOzs72atXL62bm1v92bNnVRs3bnQ6ePCgfUxMTHhYWJjm119/dT5x4oQNAHz44YduGo0mXKPRaI4ePWqbnp5ua9zXvHnzipvu+5FHHvELCwvTvPPOOx7vvvvuKSklhGhf77SXX37ZPSwsTOPt7R197NgxKxcXF/3BgwcPvfrqq6c9PT21N954Y9DKlSvd09PTbf38/Gqjo6NrAWD+/PmFv/76q1PTffn4+Gh79+5d+7///c8hPz9feeLECdtRo0ZVtPU5lUol5s+fX9xSbe0VFRVVGRQUVK9UKhEREVF1/Phxa+N7N954YxEA3HLLLUVpaWmNLUrXX399sUqlQmlpqSItLc1x2rRpQWFhYZrbb7894Pz581YAsHPnTqf777+/AABUKhXc3d11W7ZscRw/fnyJs7Oz3sXFRT9hwoTizZs3OwGAr69v7aBBg6oBIC4ururUqVM2hYWFyvLycuWECRMqAOCmm24qvJzP1nz7W265pXDXrl2Nn2PatGnFADBo0KDKs2fPWgPAzz//7Lxu3Tr3sLAwTVxcXHhxcbHq0KFDtlu3bnWaPn16kUqlQmBgYP3AgQPLmx7Lw8NDm52d3Wn9/tjiYyl84gG91hB+/BLMXQ0REVGb2mqZMRUHBwd9XV3dRT/6Nr9YN76+9dZbLzz11FPearW6Zs6cORcAQzehrVu3OqWkpGQ6OTnpk5KSQqurqxUAoFKppEJh2LVCoYCNjY0EDBfZOp1OAICUstXaysvLFfn5+dYAUFZWpmytdeRyGGsw1qHVaoWUUkybNq3wtddey2m6bmZmpvWrr77qlZqaetjT01M3ZcqUwJqamsZz5eTkdFE9xjE+TZfZ2dnpDx06ZK3RaOqaLtdoNLV5eXnWxcXFCldXV/3SpUsLly5dWhgSEhJhPDcqlQrXXHNN+TXXXFMeHR1d/dFHH7knJia2qxVg6tSpxZ9++qlrWFhYzbhx44oVCgVa+5wAYG1trW/PuB6VSiV1Oh0AQ5et+vr6xi9LS+fW+Nr4PQAAIUTjeo6OjnoA0Ol0cHJy0mZmZh5qz+dr63tjbW3dtA5ZXV2tuJwQ+lfY2tpKwPA3a/LdFs8///yZKVOmXNRSuWHDBpe2aqmtrVXY29v/7e96e7HFx1IYJzjgOB8iIqIWeXp66nQ6naiqqmq8Ejtw4IBDZmamtU6nwxdffOE2dOjQcgAYMWJEZV5envWXX37pvnDhwiIAKCkpUbq4uOicnJz0aWlptunp6W3OPNbcoEGDKtauXesKAKmpqbZZWVl2xveWLFniO3Xq1MKHH344d/78+QHG5QMHDlSfPHmyw34RHzt2bNmGDRtcc3JyVABw7tw5ZVZWlnVxcbHSzs5O7+bmpsvOzlZt2bLF5VL7au7uu+/OW7RoUUBRUZECAIqKihQrVqzwcHJy0s+cOfPCwoUL/Y3nXqvVNgaJ9PR0m6aze6Wlpdn5+fnVxcbG1uTk5Fgbx8msXr3a3fj3aWrOnDnFGzdudP3888/dZs2aVdTW52yp7jvuuMN39erVPZovDwgIqEtNTbUHgDVr1vRoGm7asnr1ajcAePfdd13j4uIqm7/v5uam9/PzqzOOl9Lr9fjtt9/sAGDw4MHly5cv9zSeo6KiIsWIESMqvv/++x7l5eWKsrIyxffff++anJz8p/Ng5OHhoXN0dNRt2rTJEQA++OADt5bWc3Jy0pWXlyubL3d3d9c5OzvrjON33n33XfeBAwdWtPWZR40aVfrGG294Giel2L9/v01ZWZniqquuKv/888/dtFotTp8+bbVr166LWuxOnjxpExcX12ndlRh8LIWLH+DgyXE+REREbRg2bFjpjz/+2NhtJzY2tuLee+/1U6vVEf7+/rVz584tMb43adKk4sTExApPT08dAEyZMqVUq9UKtVqtefjhh31iYmL+dFHblvvvv7+gsLBQpVarNU899ZR3aGhotaurq+67775z3Ldvn8OTTz6Zv3jx4iIrKyv58ssvu+t0Opw+fdrG09Ozxbm3J0+eHOLl5RXt5eUVPW7cuL7tqSEhIaHmkUceyRk5cqRarVZrRowYoc7OzrYaOHBgdWRkZFVISEjE3LlzAxMSEtq80G3JAw88UDBs2LCy+Ph4TUhISMTgwYPDjL/mv/zyyzne3t71YWFhEeHh4Zp+/fqFzZgx40JAQEB9WVmZct68eX2CgoIi1Gq1JjMz0+7ZZ5/Ntbe3l2+++eapadOmBanVao1CocB99933p5nHPD09dSEhIdU5OTk2ycnJVW19zpbqPnTokJ2Pj8+fRtjfeeedBTt37nSKiooK37Vrl4OdnV27WiZqa2tFdHR02Ouvv+61cuXKFls2P/300xPvv/++R2hoqCYkJCTiv//9bw8AeOONN85s3brVSa1WayIjIzV79+61GzJkSNWsWbMK4+PjwxMSEsLnzp1bMHjw4Oq2anj33XdP3XXXXf6xsbFhxkkjmpsyZUrJd99918M4uUHT995///2TDz74oJ9ardbs37/f7j//+U+b46HuueeeC2FhYTVRUVHhISEhEbfccktAfX29mDt3bknfvn1rQ0NDIxYuXOiflJTUGNiys7NVNjY2MiAgoNNmNxBtNZ91Z4mJiTIlJcXcZVyeNdOAkmzgjl3mroSIiLoYIUSqlDLRlMdIT08/FRMTc8GUx7iUHTt22C1fvtz7q6++Orlhwwan559/3ss4+Ly55OTk4Lvvvvvcdddd1+qv65dDq9Wirq5O2Nvby4yMDJvRo0erjx8/ftDYdai5PXv22K5atcrjnXfeOdsRx6eWDRkyJOTXX3892hH78vX1jUpJSTncq1evrn2jqE7wf//3fz2dnZ3199xzT4f/NyE9Pd0jJiYmsPlyjvGxJD7xwLGfgdoKwKbV2RmJiIi6rcGDB1fv2bOnrK0bmF64cEGZmJgYHh4eXtVRoQcwjOMZOnRoaH19vZBS4sUXXzzdWugBDBMg9OvXj6HHxDoq9NDl6dGjh+7222+/rIkX/i62+LSiS7b4ZG0CPpkOLPgBCBhk7mqIiKgL6S4tPkRk+Vpr8elWY3yEEJOEEG8LIb4WQow2dz0dzjjBQQ4nOCAiIiIiasrkwUcIoRRCpAkhNvyNfbwnhDgvhDjYwntjhRBHhBDHhBAPtbUfKeVXUspbAMwHMOOv1nPFcuwJOPtxggMiIrpS6fV6venm2SWibq/hvzEtTkTRGS0+SwEcbukNIURPIYRTs2XBLaz6AYCxLWyvBPAagHEANABuEEJohBBRQogNzR49m2z6SMN2lscnllNaExHRlepgQUGBC8MPEZmCXq8XBQUFLgD+1FgCmHhyAyGEH4AJAJ4CsKyFVa4CsFgIMV5KWSOEuAXAZADjm64kpdwmhAhsYfskAMeklCcajrcWwHVSymcAXNNCPQLAfwD8IKVsMR0IIa4FcG1wcEv5qwvwjQcyNwDVxYCdq7mrISIiaqTVam/Oz89/Jz8/PxLdrLs9EXUKPYCDWq325pbeNPWsbi8BeACAU0tvSik/F0L0AbBWCPE5gJsAjLqM/fsCaDo/+lkA/dtY/04AVwNwEUIESynfbKGmbwF8m5iYeMtl1HHlaLyR6T4gKNmspRARETWVkJBwHsBEc9dBRN2TyX5tEUJcA+C8lDK1rfWklM8BqAHwBoCJUsrLuWFWS03lrU5TJ6VcKaVMkFIuain0WITG4MNxPkRERERERqZsZh4MYKIQ4hSAtQBGCCE+br6SEGIogEgAXwL492Ue4yyA3k1e+wFo886yFs/OFXDtw3E+RERERERNmCz4SCn/IaX0k1IGApgJ4Bcp5Zym6wgh4gC8DeA6AAsAuAkhnryMw+wBECKE6COEsG44zjcd8gG6Mt94IIctPkRERERERuYeWGgPYJqU8riUUg/gRgCnm68khPgUwG8AQoUQZ4UQCwFASqkFsATAJhhmjlsnpczotOqvVD7xQNlZoOK8uSshIiIiIroimHpyAwCAlHILgC0tLN/R7HU9DC1Azde7oY19fw/g+79dpCVpOs5HPca8tRARERERXQHM3eJDptArBoDgBAdERERERA0YfCyRjSPgGQrkcIIDIiIiIiKAwcdy+cQbWnxkq7N7ExERERF1Gww+lsonDqg8D5TlmLsSIiIiIiKzY/CxVL7xhmeO8yEiIiIiYvCxWF6RgELFcT5ERERERGDwsVxWtkBPDZDL4ENERERExOBjyXw5wQEREREREcDgY9l84oCaUqDohLkrISIiIiIyKwYfS+bDCQ6IiIiIiAAGH8vWMxxQ2TL4EBEREVG3x+BjyZRWgHcUgw8RERERdXsMPpbOJw7I3QfodeauhIiIiIjIbBh8LJ1PPFBfCVzIMnclRERERERmw+Bj6Xw5wQEREREREYOPpXMPBqwdgRzeyJSIiIiIui8GH0unUAK9YtniQ0RERETdGoNPd+ATC+QfALR15q6EiIiIiMgsGHy6A994QFcLFBw2dyVERERERGbB4NMd+MQZnjnOh4iIiIi6KQaf7sC1D2DnynE+RERERNRtMfh0B0I03MiULT5ERERE1D0x+HQXPnHAuUNAfbW5KyEiIiIi6nQMPt2FTzwgdUD+QXNXQkRERETU6Rh8ugvjBAfs7kZERERE3RCDT3fh7AM4enGCAyIiIiLqlhh8ugvjBAec0pqIiIiIuiEGn+7EJx64kAXUlpu7EiIiIiKiTsXg0534xAGQQF66uSshIiIiIupUDD7diW+84Znd3YiIiIiom2Hw6U4cPAAXf05wQERERETdDoNPd+MTyymtiYiIiKjbYfDpbnzjgeJTQFWRuSshIiIiIuo0DD7dTeONTNndjYiIiIi6Dwaf7qZXrOGZwYeIiIiIuhEGn+7GrgfgFsTgQ0RERETdCoNPF7YpIx/3ff4X7snjG8/gQ0RERETdCoNPF5ZXUo0vUs/iSH755W3oEw+U5QDl50xTGBERERHRFYbBpwu7JsYHSoXAV/tyLm/DxgkOOK01EREREXUP3Sr4CCEmCSHeFkJ8LYQYbe56/i4PRxsMDfHA12k50Otl+zfsFQ0IBbu7EREREVG3YbLgI4SwFUL8LoRIF0JkCCH+72/s6z0hxHkhxMEW3hsrhDgihDgmhHiorf1IKb+SUt4CYD6AGX+1nivJ5Dhf5JbWYM+py7gvj7UD4BkG5LDFh4iIiIi6B1O2+NQCGCGljAEQC2CsEGJA0xWEED2FEE7NlgW3sK8PAIxtvlAIoQTwGoBxADQAbhBCaIQQUUKIDc0ePZts+kjDdl3eKI0X7K2Vf6G7W8MEB/IyWoqIiIiIiLookwUfaVDR8NKq4dH8KvsqAF8LIWwBQAhxC4CVLexrG4CWmjSSAByTUp6QUtYBWAvgOinlASnlNc0e54XBswB+kFJaRHOHvbUKYyK88d3+PNRqde3f0CcWqLoAlGabrDYiIiIioiuFScf4CCGUQoh9AM4D+ElKubvp+1LKzwFsBLBWCDEbwE0Apl/GIXwBNL1yP9uwrDV3ArgawFQhxKJWar5WCPFWaWnpZZRhXtfF+qCsRovNmQXt38g33vDMcT5ERERE1A2YNPhIKXVSylgAfgCShBCRLazzHIAaAG8AmNiklag9REuHbaOelVLKBCnlIinlm62s862U8lYXF5fLKMO8hgR7wMPRGl9fTnc3r0hAYcVxPkRERETULXTKrG5SyhIAW9DyOJ2hACIBfAng35e567MAejd57Qcg9y8V2YWplApcE+2D/x0+j9Lq+nZuZAN4RXBKayIiIiLqFkw5q5unEKJHw7/tYOhiltlsnTgAbwO4DsACAG5CiCcv4zB7AIQIIfoIIawBzATwTQeU3+VMjvNFnU6PjQfz2r+RbzyQmw7o9aYrjIiIiIjoCmDKFp9eADYLIfbDEFB+klJuaLaOPYBpUsrjUko9gBsBnG6+IyHEpwB+AxAqhDgrhFgIAFJKLYAlADYBOAxgnZQyw2Sf6AoW7eeCPh4O+DLtMrq7+cQBtaVA0QnTFUZEREREdAVQmWrHUsr9AOIusc6OZq/rYWgBar7eDW3s43sA3//FMi2GEAKTYn3x0v+ykFtSDZ8edpfeyKfJBAceLc0iTkRERERkGTpljA91jutifSAl8E16O4c5eYYBKjuO8yEiIiIii8fgY0ECPRwQ598DX7W3u5tSBfSK5pTWRERERGTxGHwszKRYX2TmlyMzv6x9G/jEAXnpgE5r2sKIiIiIiMyIwcfCXBPdC0qFwFdp7ezu5hMP1FcBF7JMWxgRERERkRkx+HRx5yrPXfTa3dEGw0I88M2+HOj1rd7L9Q++xgkOOM6HiIiIiCwXg08X9vLelzH126moqKu4aPmkOF/kltbg91NFl96JWxBg4wzkMPgQERERkeVi8OnCRvqPREltCT46/NFFy0dpvGBvrWzfJAcKBdArhhMcEBEREZFFY/DpwiI9IjGi9wiszliN0trSxuX21iqMjfDGdwfyUFOvu/SOfOKAcwcBbZ0JqyUiIiIiMh8Gny5uSdwSVNZX4r2D7120/Lo4X5TXaLHlyPlL78Q3HtDVAeczTFQlEREREZF5Mfh0cSGuIRjfdzw+OfwJLlRfaFw+OMgdHo427ZvdzSfO8MxxPkRERERkoRh8LMDtMbejXl+Pt/e/3bhMpVTg2phe+CXzPEqr6tveQY8AwM6N43yIiIiIyGIx+FgAf2d/TAqehHVZ65Bb8UcLz+Q4X9Tp9PjhYF7bOxDC0OrD4ENEREREForBx0IsilkEAYE3099sXBbl64K+Hg74sj2zu/nGA+cPA3VVJqySiIiIiMg8GHwshLeDN2aEzsA3x7/BqdJTAAAhBCbF+WL3ySLklFS3vQOfeEDqgPwDpi+WiIiIiKiTMfhYkIVRC2GttMbr+15vXHZdrA8A4Jt9l5jkwDjBQS4nOCAiIiIiy8PgY0E87DwwO3w2fjj1A44UHQEABLg7IN6/B77ed4nubs69AKdeHOdDRERERBaJwcfCzI+YDycrJ7y679XGZZPifJGZX47DeWVtb+wTxymtiYiIiMgiMfhYGBcbF9wYcSO2ZG/B/oL9AIAJUb2gUgh8dalWH594oPAoUHOJgERERERE1MUw+FigOZo5cLN1wytprwAA3B1tMEztiW/25UKvl61vaBznk7fP9EUSEREREXWiSwYfIcRSIYSzMHhXCLFXCDG6M4qjv8bBygELIxdiV94u/J73OwBDd7e80hrsPlnU+oaNExxwnA8RERERWZb2tPjcJKUsAzAagCeABQD+Y9Kq6G+bETYDPe17YmXaSkgpMSrcCw7WSnzV1j19HNyBHgEc50NEREREFqc9wUc0PI8H8L6UMr3JMrpC2ShtcFv0bUgvSMf2nO2ws1ZiTKQ3vj+Yh5p6Xesb+sRxSmsiIiIisjjtCT6pQogfYQg+m4QQTgD0pi2LOsLkkMnwc/TDK2mvQC/1mBTri/IaLTZnnm99I994oOQMUFnYeYUSEREREZlYe4LPQgAPAegnpawCYA1Ddze6wlkprHB77O3ILMrET6d/wqAgd3g62bQ9uxvH+RARERGRBbpk8JFS6qWUe6WUJQ2vC6WU+01eGXWI8X3GI8glCK/tew1CSFwb7YPNmQUorapveYNesYZnBh8iIiIisiCcztrCKRVK3BF3B06WnsSGExswOc4XdTo9vj+Y1/IGts6AewjH+RARERGRRWHw6Qau9r8a4W7heCP9DYR626GvpwO+bGt2N994tvgQERERkUVpNfgIIVKEEC8LIcYKIWw7syjqWEII3BV/F3IqcvDlsS8xOdYXv58sQk5Jdcsb+MQB5XlAWSutQkREREREXUxbLT4DAHwJYDiArUKI7xtuZqrulMqoQw32GYz4nvF4a/9bGBvlDgD4urVJDnziDc/s7kZEREREFqLV4COl1Eopt0gpH5JS9odhdrdyAE8KIfYKIV7vtCrpbxNC4M64O3G++jx2FnyLhABXfJWWAynln1f2jgKEkt3diIiIiMhitHuMj5QyT0r5npRyOoBEAGtMVxaZQqJ3Igb5DMI7B97BuKgeyDpXgcN55X9e0doe6BkO5LDFh4iIiIgsw1+a3KBhiusdHV0Mmd6dcXeipLYEZTa/QKUQbXR3izO0+LTUIkRERERE1MVwVrduJtIjEiN6j8DnR9dgsNoOX+/LhU7fQrjxiQOqi4CS051fJBERERFRB2Pw6YaWxC1BZX0lHL1+RX5ZDXafLPzzSr7GCQ44zoeIiIiIur5LBh8hhFoI8T8hxMGG19FCiEdMXxqZSohrCMb1GYfdhd/Awa4SX7V0T5+eEYDSmuN8iIiIiMgitKfF520A/wBQDwBSyv0AZpqyKDK9O2LvgFZfj8Cg3fjhQD5q6nUXr6CyBrwi2eJDRERERBahPcHHXkr5e7NlWlMUQ53H39kfk4InIVe/GRW6C/gl8/yfV/KNB/LSAb2+8wskIiIiIupA7Qk+F4QQQQAkAAghpgLIM2lV1CkWxSyCEICLz+aWu7v5xAG1ZUDhsc4vjoiIiIioA7Un+NwBYBWAMCFEDoC7ASw2ZVHUObwdvDEjdAb0Dnuw5UQGSqrqLl7BhxMcEBEREZFluGTwkVKekFJeDcATQJiUcoiU8pTJK6NOsTBqIawV1lC4/YTvD+Rf/KaHGrCyB3I5wQERERERdW3tmdWthxDiLgBPAHhKCLFSCLHS9KVRZ/Cw88AczWxYuaRj7b7dF7+pVAG9YtjiQ0RERERdXnu6un0PIBDAAQCpTR5kIRZELoC1sEdW/ec4W1x18Zs+cUDefkDH+SyIiIiIqOtqT/CxlVIuk1K+L6X80PgweWXUaVxsXDBDPRdWTofx1u4tF7/pEw9oq4GCTLPURkRERETUEdoTfD4SQtwihOglhHAzPkxeGXWqOxIWQCkd8V32e5BS/vGGT5zhmeN8iIiIiKgLa0/wqQOwHMBv+KObW4opi6LO52DlgGE9Z6DO+gg+z9jyxxtufQEbFyCHwYeIiIiIuq72BJ9lAIKllIFSyj4Nj76mLow638NDboKsd8Yb6a/90eqjUAA+sZzggIiIiIi6tPYEnwwAVZdci7o8b2dn9LGahAvaI9h6dvsfb/jEAecyAG2t+YojIiIiIvob2hN8dAD2CSFWGaey5nTWluvm2BnQ17nhud0vQS/1hoW+8YC+Hjh30LzFERERERH9Re0JPl8BeArATnA6a4s3RuMLUTIG2ZVH8fPpnw0LjRMccJwPEREREXVRqkutwKmruxdbKyXGBIzDj6W/4JW0VzHSfySULr0Bew8gd5+5yyMiIiIi+ktabfERQqxreD4ghNjf/NF5JVJnmxzXG9Xnr8apspPYcGIDIISh1YdTWhMRERFRF9VWi8/ShudrOqMQunIMDHKHKxKgxK94I/0NjO8zHla+8cDx/wF1lYC1g7lLJCIiIiK6LK22+Egp8xr+ebuU8nTTB4DbO6c8MgelQuC6GF8Unx2BnIocrD+6HvCJB6QeyGNjHxERERF1Pe2Z3GBUC8vGdXQhdGWZFOeL2nI1/Ow0eGv/W6jx0hjeYHc3IiIiIuqC2hrjs1gIcQBAaLPxPScB8Gd/Cxfh44zgnk5QlIzD+erz+CxnM+DsyxuZEhEREVGX1FaLzycArgXwTcOz8ZEgpZzTCbWRGQkhMDnOFxknPBHv2R/vHngXlb2iOaU1EREREXVJbY3xKZVSnpJS3tBsjE9RZxZI5jMxxgcAEKiYguLaYnxkbwUUHQeqS8xbGBERERHRZWrPGB/qpnq72aNfoCt2HLLHiN4j8GF5JkoVCiBvn7lLIyIiIiK6LAw+1KbrYn1x7HwFxvrOR6WuFu+7OHGcDxERERF1Oe0KPkIIbyHERCHEtUIIb1MXRVeOCVG9YKUU2HvMBuP6jMMaFxdcOLvb3GUREREREV2WSwYfIcTNAH4HcD2AqQB2CSFuMnVhpiCEmCSEeFsI8bUQYrS56+kKXB2scZW6J77el4tF0bejXgBvl2aYuywiIiIiosvSnhaf+wHESSnnSylvBJAA4MFLbSSE6C2E2CyEOCyEyBBCLP2rRQoh3hNCnBdCHGzhvbFCiCNCiGNCiIfa2o+U8isp5S0A5gOY8Vfr6W4mx/nifHktci84YJJzGD63kcgrYPghIiIioq6jPcHnLIDyJq/LAWS3YzstgHullOEABgC4QwihabqCEKKnEMKp2bLgFvb1AYCxzRcKIZQAXoPhhqoaADcIITRCiCghxIZmj55NNn2kYTtqh5HhPeFoo8KXaTm4LXwuAODNlBfMXBURERERUfu1J/jkANgthHhMCPFvALsAHBNCLBNCLGttIyllnpRyb8O/ywEcBuDbbLWrAHwthLAFACHELQBWtrCvbQBamkY7CcAxKeUJKWUdgLUArpNSHpBSXtPscV4YPAvgB2NtdGm2VkqMi/TGxoP5cPUbhhllFfj6/B6cLjtt7tKIiIiIiNqlPcHnOICvAMiG118DyAPg1PC4JCFEIIA4ABeNipdSfg5gI4C1QojZAG4CML09+2zgi4tbn87iz+GqqTsBXA1gqhBiUSu1XiuEeKu0tPQyyrB8k+J8UVGrxc8nqrBQ6QlrAK/tY6MZEREREXUNqkutIKX8PwAQQjhIKSsv9wBCCEcA/wVwt5SyrIX9PyeEWAvgDQBBUsqKy9l9SyW3trKUciVaaFFqts63AL5NTEy85TLqsHgD+rrDy9kGX6Xl4hqfBMzO34p3T27EzVE3Q+2qNnd5RERERERtas+sbgOFEIdg6KoGIUSMEOL19uxcCGEFQ+hZI6Vc38o6QwFEAvgSwL/bW3iDswB6N3ntByD3MvdB7aBUCEyM8cGWI+dR5RGF+QV5cFTZ49W0V81dGhERERHRJbWnq9tLAMYAKAQAKWU6gGGX2kgIIQC8C+CwlLLFkfBCiDgAbwO4DsACAG5CiCfbVbnBHgAhQog+QghrADMBfHMZ29NlmBTnC61eYltlb7joJW70GoTN2ZtxoOCAuUsjIiIiImpTu25gKqVsPoubrh2bDQYwF8AIIcS+hsf4ZuvYA5gmpTwupdQDuBHAn0bMCyE+BfAbgFAhxFkhxMKGurQAlgDYBEOL1DopJedZNhFNL2eE9HTE6hNOgEKFOdIBrjauWJnWZu9BIiIiIiKzu+QYHwDZQohBAGRDq8pdaOj21hYp5a9oeQxO03V2NHtdD0MLUPP1bmhjH98D+P5S9dDfJ4TApDhfLN90BHV+YXDIO4CFCQuxImUF9uTvQT/vfuYukYiIiIioRe1p8VkE4A4YZks7CyC24TV1Q9fF+gAAjqpCgNw0zFBPR0+7nli5dyWkbHVeCSIiIiIis7pk8JFSXpBSzpZSekkpe0op50gpCzujOLry+LnaIynQDZuKewE1JbAtz8NtMbdhX8E+bM/Zbu7yiIiIiIha1J5Z3dRCiP8JIQ42vI4WQjxi+tLoSnVdnA/+V+ZneJGbhsnBk+Hn6IdX016FXurNWxwRERERUQva09XtbQD/AFAPAFLK/TDMnkbd1ISoXjih6A2tsAZy9sJKaYXbY2/H4aLD+Pn0z+Yuj4iIiIjoT9oTfOyllL83W6Y1RTHUNfSwt8aQUB8cRgBkbhoAYHyf8QhyCcJr+16DTt+eSf+IiIiIiDpPe4LPBSFEEAAJAEKIqQDyTFoVXfEmx/lib30gdDn7AL0OSoUSd8TdgROlJ/Ddye/MXR4RERER0UXaE3zuALAKQJgQIgfA3TDM9Ebd2IiwnshShkClrQQKjwEArva/GuFu4Xh93+uo19WbuUIiIiIioj+0Z1a3E1LKqwF4AgiTUg6RUv7pJqPUvdhaKeEaMgAAUHcmBYDhPj93xt2JnIocfHnsS3OWR0RERER0kfbM6nZcCLEGwFwAvU1fEnUVg5IGoFLaICfjj/vQDvEdgriecViVvgo12hozVkdERERE9If2dHXTwNDVzR3ACiHECSEEf84n9A/uiSOKIOhz9jYuM7b6nK8+j8+OfGbG6oiIiIiI/tCe4KODYSprHQA9gHMAzpuyKOoalAqBeq8Y+NYcQ1FZZePyft79MLDXQLx74F1U1le2sQciIiIios7RnuBTBuAlACcB3CilHCilvM2kVVGX4asZDFtRj527fr1o+V3xd6G4thgfHfrITJUREREREf2hPcHnBgDbANwOYK0Q4v+EECNNWxZ1Fb4RgwAAZw9cHHwiPSIxovcIfJjxIUprS81RGhERERFRo/bM6va1lPJ+ALcB+B7AfAAbTFwXdRHCrS9qVM5wLj6I7KKqi95bErcElfWVeP/g+2aqjoiIiIjIoD2zuv1XCHEcwMsAHAHMA+Bq6sKoixAC8IlFtOIEvt6Xc9FbIa4hGNdnHD7J/AQXqi+YqUAiIiIiovZ1dfsPALWUcoyU8gkp5VYpJecppka2/okIU2Rjw96TkFJe9N4dsXegTleHdw68Y6bqiIiIiIjaF3wCAdgDgBDiESHEeiFEvEmroq7FNx4q6GBbeBgZuWUXveXv7I9JwZOw7sg65FXkmalAIiIiIuru2hN8/iWlLBdCDAEwBsCHAN4wbVnUpfjEAQDiVSfwZVrOn96+LdowCeCq/as6tSwiIiIiIqP23scHACYAeENK+TUAa9OVRF2Osy/g0BNXu+Tim/Rc6PQXd3fr5dgL00On46tjX+F02WkzFUlERERE3Vl7gk+OEGIVgOkAvhdC2LRzO+ouhAB84hAlTqCgvBY7j/95IoObo26GtdIar+17zQwFEhEREVF3154AMx3AJgBjpZQlANwA3G/KoqgL8o2HY/lx9LTV4qu03D+97WHngdnhs7Hx5EZkFWeZoUAiIiIi6s7acx+fKinleinl0YbXeVLKH01fGnUpPvEQkLipTyk2HsxDdZ3uT6vMj5gPRytHvJT60p9mfyMiIiIiMiV2WaOO0TDBwRi3PFTW6fDz4XN/WsXFxgW3xdyG7Tnb8XnW551dIRERERF1Yww+1DEcPQGX3gisOYJeLrb4qoXZ3QBgrmYuBvsOxrO/P4vMosxOLpKIiIiIuisGH+o4PrEQuXsxMcYHW7MKUFRZ96dVFEKBp4c8jR42PXDf1vtQWV9phkKJiIiIqLth8KGO4xMPFJ/E9RoHaPUS3+3/8yQHAOBm64Znhz2L7PJsPP7b4xzvQ0REREQmx+BDHadhnE+o7hhCvZzw1b6Wgw8AJHon4vaY2/H9ye/x5bEvO6tCIiIiIuqmGHyo4/jEGp5z0zApzhepp4txprCq1dVvjroZA3oNwDO7n8HR4qOdUyMRERERdUsMPtRx7FwBt75Azl5MjPUBAHy9r+VJDgBAqVDimaHPwMHKAfdtvQ9V9a2HJCIiIiKiv4PBhzqWTzyQuw++PezQv48bvtyX0+YYHg87D/xn2H9wsvQknt79dCcWSkRERETdCYMPdSzfeKDsLFBxHpPifHGioBIHc8ra3GRArwG4LeY2fH38a3xz/JtOKpSIiIiIuhOVuQsgC9MwwQFy9mJ85Ej8++sMfJmWgyg/lzY3WxS9CCn5KXhy15OIdI9E3x59O6FYy6TV6ZGZX47S6npzl3JZBIBgL0f0dLI1dykWq6SqDofzyqHnTIom52JnhTBvJ6iU/H2RiOhKweBDHcs7GhAKIDcNLqFjkRzmiW/35+Lh8WFtXgAoFUo8O+xZTPt2Gu7dei8+mfAJ7FR2nVh416XV6XEwtwy7ThRi14lCpJwqRkWt1txl/WVBng7o39cdA/q6Y0AfN/R0ZhD6q0qq6rD7ZFHDd6MImfllYObpPE42KiQGuhq+y33dEeHjzCBERGRGDD7UsWwcAY9QIHcvAGBynC82ZZzDzuOFGKb2bHPTnvY98fSQp7Ho50V49vdn8digxzqh4K6nXqfHwZxS7DpR1BB0ilBZpwNgCA3Xxfqgf193eHexwKDV6bE/pxS7TxTim325+GT3GQBAXw9jEHLDgL7u8Opin6szFVXW4feThY3fjcz8cgCAjUqBhABX3D1SjTj/HrC1Upq5UsuXV1rdGDo3HykAADg2CUL9+7ghyteFQYiIqBMx+FDH840Hjv4ISInhoT3hZKvCV/tyLhl8AGCw72AsjFyIdw++iyTvJIzvO74TCr6y1ev02H+2FLsbLmhTThWhqiHoBPd0xOR4Xwzo646kPm5dvpvYoGAPLLoqCFqdHhm5ZY2feUN6Lj793RCE+ng4NIag/n3c4e3StT/z31FYUYvfTxY1XmAbg46tlSHo3DtKjQFB7oj2c4GNimGns10X6wsAOF9W06TlrRBbGoKQg7USiYFu6N/wfY7ydYEVgxARkcmItmbc6s4SExNlSkqKucvomn5/G/j+PuDug0CP3njov/vxbXouUh4ZBTvrS198afVa3LTpJhwpOoLPrvkMgS6Bpq/5ClKn1eNATknjr/app4sbg47ayxH9+7g3Bh1PJxszV9s5dHqJQ0268/1+qgjlNYbufIHu9oYQ1HDx2MvFcrtIFlbUNl5A7z5RhCPnDEHHzkqJxEBX9O9jOAfRfj1greIF9JXqfHkNfm/ydzx6vgIAYG+tRELAH13jov06NwgJIVKllImddkAiok7G4NMKBp+/4Wwq8M4IYPpHgGYifjteiBve3oWVN8RhYoxPu3aRX5mPqd9ORS+HXvh4/MewUVruBX6dVo/9Z0sMF0Eni5ByqhjV9YagE+rlhAF93dC/Ieh4OFruebgcOr3E4bwmQehkEcoaglCAuz0G9PkjCPn06LpB6EJFLXY3BODdJwuRdc5wgWwMOgMaugBG+TLodGUF5caWO8P3uaW/c/8+biYPtAw+RGTpGHxaweDzN2hrgad9gUFLgKsfg14vMfjZXxDeyxnvze/X7t1sO7sNd/zvDswInYFHBjxiwoI7V61Wh/1nS7HreCF2nTS06NTU6wEAYd5OjRc5SX3c4M6g0y5Ng9Duk0X4/WRR46x2/m72jS0hA4Lc4XsFB6GC8trGi99dJ4pwrElLQGKgmyEE9+n8lgDqXMYujMbvgbFlz9ZKgcQAN8P32QRdGBl8iMjSMfi0gsHnb1o1DLBzBeZ9DQB45ofDeHf7Sex+eORlXcyv2LMCHx76EM9f9TxGB442VbUmVavVYd+ZksYuSqmni1GrNQSd8F7OjRflSX3c4OZgbeZqLYNeL5GZX35R17iSKkMQ8nO1a+xK1L+PG3q72ZutzvPlNY0tOrtOFOJ4QSWAP8Z+GFt0Ijn2o1trbdIK41guY/fXmN5/Lwgx+BCRpWPwaQWDz9/07d1AxnrgwdOAEMjML8PYl7bj8esiMG9gYLt3U6+vx/wf5uNE6Qmsu2Ydejv3NlnJHaWmXod92SWNF7R7zxiCjhBAuLdz43iUpEA3uDLodAq9XuLIufKLusYVNwQh3x52jQFjQF93+LnaQQhhkjrOldU0tkrtOlGIEw1Bx9FGhX6Bro3TeEdy2mNqQ3GlYZpy4+Qfh/MMN4m2USkQ7/9HF8iY3pc3gx+DDxFZOgafVjD4/E2pHwLf3gXcuRdwDwIAjH1pG+ytlVh/++DL2lVORQ6mfTsNvZ1646NxH8FaeWWFhZp6HdLOlDSOw9h7pgR1DUFH08v5oq5rPeyvrNq7K71eIut8OXYdL2y4gCxCUWUdAEMQ6t/XDQMafkXv7fbXg1B+aU1j17XdJ4pw4oIh6DjZqNCvzx9d13h/F/o7SqrqGrrGGQL14Yb7NVmrFIj379E4A+KlpjJn8CEiS8fg0woGn78p/wDw5hBgyrtA1FQAwJtbj+M/P2Ri6/3DEeDucFm7+9+Z/+HuzXdjTvgcPJj0oCkqbreaeh32ninGrhNF2H2iEGnZhqCjEIDGx7nxgrlfoBtc7K3MWiu1j14vcaygorFFaPeJIhQ2BCEfF9uL7iPk72bfahDKK62+qOvaqcIqAICTrQpJjV3X3KHxcYZSYZpWJaLSqnr8fuqPSTEycv8IQnG9ezR+n+P9XRuDUG5JNXxd7Rl8iMiiMfi0gsHnb9LVA8/4AYkLgbFPAzD8H+vgZ3/BoquCMH9Q4GXv8rX9K/Dl8c/wf/2XY7DP8I6ttw1SAicaL4qLsC+7BHU6Q9CJ9HVpHKOTGOgGFzsGHUsgpcSx83/8zXefLMSFCkMQ8na2bQxBkb4uOHq+HLuOF2HXyUKcbgg6zrYqJPX5IyyF92LQIfMpra7HniZd4zJyS6GXgLVSgdjePTCgrxvKarT4v+siGXyIyKIx+LSCwacDvDMKUKiAm35oXDTzrd+w60TRX9uf0MI+4A0orAtReWIppNa1gwptH4UAonxdGsfoJAa6wdmWQac7kFLieEEFfmto5dt1oggXKmob33exs0JSH7fGbo0MOnQlK6upR8qpP7rGHcwxBKHTz17D4ENEFo3BpxUMPh3g+weAtI+Bf2QDCkN3iuyiKmw/euEv77K4Lg/vn7oL7tb+mBPwLJRC1VHVtqlXD1skBrjCiUGHYAhCJy5U4mBOKUJ6OiHM2wkKBh3qospq6pF6uhgjwrwYfIjIonXOVSN1T77xwO+rgAtZQM9wAEBvN3vM6u//N3bqj+Dej+O+rffhvOpL3Jt4b8fUSnQZhBAI8nREkKejuUsh+tucba2QHNrT3GUQEZkcpxEi0/GJNzzn7O3Q3Y4JHIMZoTPwQcYH2HZ2W4fum4iIiIgsE4MPmY57MGDtBOR2bPABgPv73Y9Q11A8/OvDyK/M7/D9ExEREZFlYfAh01EoAJ9YIDetw3dto7TBiqtWoF5Xjwe3PQitXtvhxyAiIiIiy8HgQ6blE2u4p4+2rsN3HegSiEcHPoq95/fitX2vdfj+iYiIiMhyMPiQafnEA7o64Pwhk+x+Qt8JmBIyBe8ceAc7cnaY5BhERERE1PUx+JBp+cQZnk0wzsfowaQHEdwjGA//+jDOV5032XGIiIiIqOti8CHTcg0E7NxMMs7HyE5lh+eveh7V2mo8tP0h6PQ6kx2LiIiIiLomBh8yLSEMrT45pgs+ANC3R1/8s/8/sSd/D97c/6ZJj0VEREREXQ+DD5meT5xhjE99tUkPc13wdZgYNBGr0ldhd95ukx6LiIiIiLoWBh8yPd94QOoMs7uZ2D/7/xOBLoF4aPtDuFB9weTHIyIiIqKugcGHTM84wUGO6SY4MLK3sseKq1agvK4c/9j+D473ISIiIiIADD7UGZx9AEdvk05w0JTaVY2Hkh7CrrxdePfgu51yTCIiIiK6sjH4UOfwiTPplNbNTQmZgnF9xuG1fa8hJT+l045LRERERFcmBh/qHL7xwIWjQE1ZpxxOCIF/D/w3ejv1xoPbHkRRTVGnHJeIiIiIrkwMPtQ5fOIASCAvvdMO6WDlgBVXrUBJbQke/vVh6KW+045NRERERFcWBh/qHD7xhudOGudjFOYWhvv73Y8dOTvwQcYHnXpsIiIiIrpyMPhQ53BwB3r4d+o4H6MZoTMwKmAUVu5diX3n93X68YmIiIjI/Bh8qPP4xHXKlNbNCSHwf4P+D94O3rh/2/0oqSnp9BqIiIiIyLwYfKjz+MQDJaeBqs6faMDJ2gnPX/U8LlRfwL92/AtSyk6vgYiIiIjMh8GHOo/xRqZm6O4GABEeEbg34V5sObsFHx36yCw1EBEREZF5MPhQ5/GJNTx38gQHTc0On43k3sl4ce+LOFBwwGx1EBEREVHnYvChzmPrArgHA6d3Ato6s5QghMATg5+Ap50n7t92P8rqOue+QkRXgvzKfGzJ3oLimmJzl0JERNTpVOYugLqZ4KuB3W8Cz/UFQq4GQicAIaMAux6dVoKLjQuWX7Uc83+Yj3/v+DdeGP4ChBCddnyiziKlxJHiI9h8ZjM2Z2/G4aLDAACFUCDWMxYj/EcguXcy/J39zVwpERGR6QkO8m5ZYmKiTElJMXcZlkdbBxz/BTjyHXBkI1B5HlCogIDBQNgEIHQ80KN3p5TywcEP8Hzq8/hH0j8wK3xWpxyTyNTq9fVIPZeKzWc2Y0v2FuRW5kJAIMYzBsn+yYh0j8Tv+b9jc/ZmZBVnAQCCXIKQ7J+M5N7JiPSIhEKwM0B3JIRIlVImmrsOIiJTYfBpBYNPJ9DrgZwUIPM74Mj3wAXDRRi8owwtQWHjAe9owEStMXqpx52/3Infcn/Dx+M/hsZdY5LjEJlaRV0Ffs39FZvPbMb2nO0oryuHjdIGA3sNRLJ/Mob5DYOHnceftjtbfhZbsrdgc/ZmpJ5LhU7q4Gnniat6X4Xk3sno36s/bJQ2nf+ByCwYfIjI0jH4tILBxwwuHDO0BGV+D2TvBiABl95A6DhDS1DgEEBp1aGHLK4pxtRvp8JGaYN116yDo7Vjh+6fyFTOVZ5rDC2/5/+Oen09XG1cMcxvGJL9kzGw10DYW9m3e3+ltaXYdnYbNmdvxo6cHajSVsFOZYchvkOQ3NsQnlxsXEz3gcjsGHyIyNIx+LSCwcfMKgqArI2GlqDjmwFtNWDjYhgPFDYeCB4F2Dp3yKH2ntuLmzbdhFEBo/DcsOc43oeuSFJKHC052jheJ6MwAwDg7+SP5N7JSPZPRqxnLJQK5d8+Vp2uDrvzdmNztqG7XEF1AZRCiXiveMOxeifDz8nvbx+HriwMPkRk6Rh8WsHgcwWpqwJObDa0BGVtBKouAAoroM9QQ0tQ6HjAxfdvHeKdA+/g5b0v418D/oXpodM7qHCiv0er1yLtfBp+OfMLNmdvRk5FDgAg2iO6cUxOX5e+Jg3reqlHxoUMbM42BK5jJccAACGuIUjunYwRvUdA467hDwYWgMGHiCwdg08rGHyuUHodkP37H13iio4blveK/WNyBK+Iyx4XpJd6LP55MVLyU/DJhE8Q6hba8bUTtUNVfRV25O7A5jObsS1nG0prS2GtsEb/Xv2R7J+M4X7D4Wnvabb6ssuy8Uu2IYilnU+DXurR064nhvcejmT/ZCR5J8FaaW22+uivY/AhIkvH4NMKBp8uQErDhAjGyRHOpgCQQA//PyZH8B8EKNs3a3thdSGmfTsNDlYO+Oyazy5rfATR31FQVYAtZ7dg85nN2J23G3X6OrjYuGCYr2G8zmCfwVfk97G4prhxXNDO3J2o1lbDwcoBg30GI9k/GUN9h3JcUBfC4ENElo7BpxUMPl1Q+Tkg6wfgyA+GcUG6WsC2BxAyumFc0NWAjVObu9iTvwc3/3gzxvcZj6eHPM3uO2QSUkocLzne2H3swIUDAABfR19D9zH/EYjrGQeVouvcaq1GW3PRuKDCmkKohAoJXgmN3fJ8HH3MXSa1gcGHiCwdg08rGHy6uLpKw/2CMr8zjAuqLgaU1kCfYX+MC3Lu1eKmb+x7A6+nv47HBz2OySGTO7lwslQ6vQ5p59Maw052eTYAIMI9onFygpAeIRYRtvVSjwMXDjROxHCi9AQAINQ1tDEEhbuFW8RntSQMPkRk6Rh8WsHgY0F0WiB7l2FM0JHvgOJThuU+8YaWoNAJQM/wxnFBOr0Ot/10G9IL0vHphE8R7BpsvtqpS6uqr8Jvub/hl+xfsO3sNpTUlsBKYYWkXklI9kvG8N7D4eXgZe4yTe502enGEJR2Pg0SEt4O3hjuZxgX1M+rH6w6eKp6unwMPkRk6Rh8WsHgY6GkBAoy/xgXlJNqWO4a+Me4oN4DUFBruL+Pq40rPpnwyRU5voKuTBeqL2Br9lZszt6MXXm7UKurhZO1E4b6DkWyfzKG+Azp1veLKqopajw/v+X+hhpdDRytHP84P75D4GTddpdU6nj1unpYq6wZfIjIojH4tILBp5soyzOMC8r8Hji5FdDVAXZugHoMdnqrsSjrA1wXfB2eGPyEuSulK9iJ0hONLRr7C/ZDQqKXQ6/GLmwJXgmwUrBFo7lqbTV25e7C5uzN2Hp2K4pqiqBSqNDPq19jlzhvB29zl9kt7M7bjQE+Axh8iMiiMfi0gsGnG6otB479z9ASlLUJqCnBSjc3vO3iiCmu0XDzigas7MxdJV1BKusrsTN3J06VnQIAhLuFI9nfcG8btauaY1gug06vw/4L+xsDZNNzyimyTS/tfBo+GPcBgw8RWTQGn1Yw+HRzunrgzG/QHt6Ae3J+wK9WDf87EQKAouGZF7XdnVKhRHzPeLZOmEDTVrSMwgyA/1dlcvtu3MfgQ0QWjcGnFQw+1EhKIG8fkPGl4VFyBlBYAUHJQMRkwwxxdj3MXSUR0d/CyQ2IyNIx+LSCwYdaJCWQuxfI+MrwKDWGoBGGEBQ2HrDlDRuJqOth8CEiS9d17o5HdCUQAvBNMDxGPQ7k7AUy1htC0NFNhnsFBY1saAkaB9g6m7tiIiIiIgKDD9FfJwTgl2B4jHrCMDV2xpfAoa8MM8UpbYDgqxtC0FjAhlP0EhEREZkLu7q1gl3d6C/T64GclIYxQV8B5bmGEBQyyhCC1GMYgojoisOubkRk6Rh8WsHgQx1CrwfO/t7QEvQ1UJ4HqGz/CEEhYwCb7nszSyK6cjD4EJGlY/BpBYMPdTi9Hsje/Ud3uIpzgMru4pYgawdzV0lE3RSDDxFZOgafVjD4kEnpdcCZXYYQdPibP0KQekxDS9BowNre3FUSUTfC4ENElo7BpxUMPtRp9DrgzG9/dIerLACs7AH12IYQNAqwsjN3lURk4Rh8iMjSMfi0gsGHzEKvA07vaAhB3wBVFwArB8OscBGTDbPEMQQRkQkw+BCRpWPwaQWDD5mdTguc/tUwM9zhb4CqQsDa0XB/oIjJhvsFWdmau0oishAMPkRk6Rh8WsHgQ1cUnRY4tb1hTNC3QHURYO30RwgKHgmobMxdJRF1YQw+RGTpGHxaweBDVyxdPXBym2FmuMPfAtXFgI0zEDq+oSUomSGIiC4bgw8RWToGn1Yw+FCXoKsHTm5taAnaANSUADYuQNh4IGoq0DcZUCjNXSURdQEMPkRk6Rh8WsHgQ12Otq4hBH0FZH4L1JQCjt5A9DQg5gbAK8LcFRLRFYzBh4gsHYNPKxh8qEvT1gJZm4D0tcDRTYBeC3hHGQJQ1DTAsae5KySiKwyDDxFZOgafVjD4kMWoLAQO/hdI/xTI3QsIpWEyhJiZhnFBnB6biMDgQ0SWj8GnFQw+ZJEKjhhagfZ/BpTlGCZFiJhkaAnyHwgIYe4KichMGHyIyNIx+LSCwYcsml5vmB47fS1w6GugvhLoEWBoBYqeAbgHmbtCIupkDD5EZOkYfFrB4EPdRl2lYUa49E+BE1sASKB3f0MIipgM2Lmau0Ii6gQMPkRk6Rh8WsHgQ91SaQ5w4HNDCCrIBJTWhpukxtwABF8NKK3MXSERmQiDDxFZOgafVjD4ULcmJZCXbugKd+BzoOoCYO9hmBEuZibQK4bjgYgsDIMPEVk6Bp9WMPgQNdDVA8f+Z2gFOvI9oKsDPMMbxgNNB5x9zF0hEXUABh8isnQMPq1g8CFqQXWx4Qap6WuB7F0ABNB3uKErXPg1gLWDmQskor+KwYeILB2DTysYfIguofA4sH+doSWo5DRg5QBorjO0BAUOBRQKc1dIRJeBwYeILB2DTysYfIjaSUrgzC4g/RNDa1BtGeDsZ+gGF3MD4Kk2d4VE1A4MPkRk6Rh8WsHgQ/QX1FcbxgGlrzWMC5I6wCfeEIAipwAO7uaukIhaweBDRJauWwQfIcQkABMA9ATwmpTyx0ttw+BD9DeVnwMOfmHoCpd/AFCogJAxhq5w6jGAysbcFRJREww+RGTprvjgI4R4D8A1AM5LKSObLB8L4GUASgDvSCn/0459uQJYIaVceKl1GXyIOlD+QWD/WsOYoIpzgG0PQwtQzA2AXyKnxia6AjD4EJGl6wrBZxiACgCrjcFHCKEEkAVgFICzAPYAuAGGEPRMs13cJKU837Dd8wDWSCn3Xuq4DD5EJqDTAie3GLrCHd4AaKsBtyBDAIqeDrgGmLtCom6LwYeILJ3K3AVcipRymxAisNniJADHpJQnAEAIsRbAdVLKZ2BoHbqIEEIA+A+AH9oTeojIRJQqIPhqw6OmDDj8jSEEbX7S8ABbfshCOPUC4uYA8fOAHr3NXQ0REaELBJ9W+ALIbvL6LID+bax/J4CrAbgIIYKllG+2tJIQ4lYAtwKAv79/B5VKRC2ydTZcGMbNAYpPA4e/BWpKzV0VUcfITQO2LQe2rzCMbUu8CQgeCSiU5q6MiKjb6qrBp6WfhVvtsyelXAlg5aV2KqV8C8BbgKGr21+ujoguj2sAMGiJuasg6ljFp4G9HwJ7PwKyfgBc/IGEG4G4uYCTl7mrIyLqdrrqHQbPAmjad8APQK6ZaiEiIvoz1wBg5KPAPRnAtA8At0DglyeAFzXAuhuBE1sN98EiIqJO0VVbfPYACBFC9AGQA2AmgFnmLYmIiKgFKmsgYrLhceEYkPo+sG8NcOgrwD0YSJgPxM4G7N3MXSkRkUW74lt8hBCfAvgNQKgQ4qwQYqGUUgtgCYBNAA4DWCelzDBnnURERJfkEQyMeQpYlglMfguw9wB+fAR4PgxYfytwZhdbgYiITOSKn87aXDidNRERdYpzGUDK+4YZDuvKgZ4aw2QI0dMBW5dOK4PTWRORpWPwaQWDDxERdaraCuDgf4GUd4G8dMDKHoiaaghBPnEmPzyDDxFZOgafVjD4EBGR2eTsBVLeMwSh+ipD8Em8CYicAlg7mOSQDD5EZOkYfFrB4ENERGZXXQLsX2cIQQWHARtnIGYmkLAA8NJ06KEYfIjI0jH4tILBh4iIrhhSGiY+SH0fyPgS0NUB/gMNrUDhEwEr2799CAYfIrJ0DD6tYPAhIqIrUmUhkP6JoRWo6ARg5wbEzTa0ArkH/eXdMvgQkaVj8GkFgw8REV3R9Hrg1DZDAMr8DtBrgb7DDa1AoeMBpdVl7Y7Bh4gsXVe9gSkREVH3plAYgk7f4UB5PpD2EZD6IbBuHuDoBcTNBRJuBHr4m7tSIqIrAlt8WsEWHyIi6nL0OuDYz4ZWoKxNhmUhow2tQCGjAIWy5e2qiyHs3djiQ0QWjS0+RERElkKhBNRjDI+SM8De1cDej4BPZwAuvYH4G4H4uYCT98XbFR43T71ERJ1IYe4CiIiIyAR6+AMjHgHuOQhM/whwDwY2Pwm8GAF8Nhc4vtkwTggALhw1b61ERJ2ALT5ERESWTGkFaCYaHoXHgdQPgLSPgcPfAG59DbPBFZ8yd5VERCbH4ENERNRduAcBo58Akv8JHP7WMBbop3+Zuyoiok7B4NOMEOJaANcGBwebuxQiIiLTsLIFoqcZHucPG8YC4T/mroqIyKQ4q1srOKsbERF1J7yPDxFZOk5uQEREREREFo/Bh4iIiIiILB6DDxERERERWTwGHyIiIiIisngMPkREREREZPEYfIiIiIiIyOIx+BARERERkcVj8CEiIiIiIovH4ENERERERBaPwYeIiIiIiCwegw8REREREVk8Bh8iIiIiIrJ4DD5ERERERGTxhJTS3DVckYQQBQBOm7uOdvAAcMHcRXQDPM+dg+fZ9HiOO0dXPM8BUkpPcxdBRGQqDD5dnBAiRUqZaO46LB3Pc+fgeTY9nuPOwfNMRHTlYVc3IiIiIiKyeAw+RERERERk8Rh8ur63zF1AN8Hz3Dl4nk2P57hz8DwTEV1hOMaHiIiIiIgsHlt8iIiIiIjI4jH4dGFCiLFCiCNCiGNCiIfMXY8lEkL0FkJsFkIcFkJkCCGWmrsmSyWEUAoh0oQQG8xdi6USQvQQQnwhhMhs+E4PNHdNlkgIcU/Dfy8OCiE+FULYmrsmIiJi8OmyhBBKAK8BGAdAA+AGIYTGvFVZJC2Ae6WU4QAGALiD59lklgI4bO4iLNzLADZKKcMAxIDnu8MJIXwB3AUgUUoZCUAJYKZ5qyIiIoDBpytLAnBMSnlCSlkHYC2A68xck8WRUuZJKfc2/LschgtFX/NWZXmEEH4AJgB4x9y1WCohhDOAYQDeBQApZZ2UssSsRVkuFQA7IYQKgD2AXDPXQ0REYPDpynwBZDd5fRa8IDcpIUQggDgAu81ciiV6CcADAPRmrsOS9QVQAOD9hi6F7wghHMxdlKWRUuYAWAHgDIA8AKVSyh/NWxUREQEMPl2ZaGEZp+gzESGEI4D/ArhbSllm7nosiRDiGgDnpZSp5q7FwqkAxAN4Q0oZB6ASAMcGdjAhhCsMre99APgAcBBCzDFvVUREBDD4dGVnAfRu8toP7E5hEkIIKxhCzxop5Xpz12OBBgOYKIQ4BUOXzRFCiI/NW5JFOgvgrJTS2GL5BQxBiDrW1QBOSikLpJT1ANYDGGTmmoiICAw+XdkeACFCiD5CCGsYBs9+Y+aaLI4QQsAwJuKwlPIFc9djiaSU/5BS+kkpA2H4Hv8ipeQv5B1MSpkPIFsIEdqwaCSAQ2YsyVKdATBACGHf8N+PkeAkEkREVwSVuQugv0ZKqRVCLAGwCYZZg96TUmaYuSxLNBjAXAAHhBD7GpY9LKX83nwlEf1ldwJY0/BjyQkAC8xcj8WRUu4WQnwBYC8Ms0KmAXjLvFUREREACCk5LISIiIiIiCwbu7oREREREZHFY/AhIiIiIiKLx+BDREREREQWj8GHiIiIiIgsHoMPERERERFZPAYfIiIiIiKyeAw+RERERERk8Rh8iKhDCSEchBDfCSHShRAHhRAPCiHWN7x3nRCiWghhLYSwFUKcaFgeJITYKIRIFUJsF0KENSz3FEL8Vwixp+ExuGH5Y0KIj4QQvwghjgohbjHfJyYiIqKuQGXuAojI4owFkCulnAAAQggXAIsa3hsK4CCAfjD892d3w/K3ACySUh4VQvQH8DqAEQBeBvCilPJXIYQ/gE0Awhu2iQYwAIADgDQhxHdSylyTfzoiIiLqkhh8iKijHQCwQgjxLIANUsrtQohjQohwAEkAXgAwDIASwHYhhCOAQQA+F0IY92HT8Hw1AE2T5c5CCKeGf38tpawGUC2E2Nyw769M+9GIiIioq2LwIaIOJaXMEkIkABgP4BkhxI8AtgMYB6AewM8APoAh+NwHQ5fbEillbAu7UwAY2BBwGjUEIdn80B33KYiIiMjScIwPEXUoIYQPgCop5ccAVgCIB7ANwN0AfpNSFgBwBxAGIENKWQbgpBBiWsP2QggR07C7HwEsabLv2CaHuq5hnJA7gOEA9pjycxEREVHXxhYfIupoUQCWCyH0MLTwLAaQAcALhgAEAPsBnJdSGltpZgN4QwjxCAArAGsBpAO4C8BrQoj9MPz3ahv+GC/0O4DvAPgDeILje4iIiKgt4o/rDiKirkEI8RiACinlCnPXQkRERF0Du7oREREREZHFY4sPERERERFZPLb4EBERERGRxWPwISIiIiIii8fgQ0REREREFo/Bh4iIiIiILB6DDxERERERWTwGHyIiIiIisnj/D4xJxh8sVSa/AAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plot_sweep_times(gpu_sweep)" + ] + }, + { + "cell_type": "markdown", + "id": "cb7fe00c-b659-4c57-8bf0-5880cab3675b", + "metadata": {}, + "source": [ + "## Linux" + ] + }, + { + "cell_type": "code", + "execution_count": 333, + "id": "f1b0161f-ba1b-45b4-a33c-a0312404e8e1", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "events = []\n", + "for fname in glob.glob(\"linux2/linux.*.log\"):\n", + " events.extend(read_events(fname))\n", + "\n", + "linux = events2df(events)\n", + "linux_total = extract_total_times(linux)" + ] + }, + { + "cell_type": "code", + "execution_count": 311, + "id": "5d949d01-a4dc-4a87-9f62-55ad947ed307", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
statenumberOfElementssweepspreconditionertime_stampsolver_classpythonfipynumpypysparse...actual_codestatus_namestatus_codemax_iterationsksp_solverksp_preconksp_norm_typesolve_timetime_deltaelapsed_seconds
1SWEEP910unpreconditioned2022-07-15 10:53:46.255LinearCGSSolver3.10.5 | packaged by conda-forge | (main, Jun ...3.4.3+110.g520c449b1.23.0not installed...2.0KSP_CONVERGED_RTOL2.01000.0cgsnone2.00 days 00:00:000 days 00:00:00.0340000.034
2SWEEP910unpreconditioned2022-07-15 10:53:46.267LinearCGSSolver3.10.5 | packaged by conda-forge | (main, Jun ...3.4.3+110.g520c449b1.23.0not installed...2.0KSP_CONVERGED_RTOL2.01000.0cgsnone2.00 days 00:00:000 days 00:00:00.0120000.012
3SWEEP910unpreconditioned2022-07-15 10:53:46.277LinearCGSSolver3.10.5 | packaged by conda-forge | (main, Jun ...3.4.3+110.g520c449b1.23.0not installed...2.0KSP_CONVERGED_RTOL2.01000.0cgsnone2.00 days 00:00:000 days 00:00:00.0100000.010
4SWEEP910unpreconditioned2022-07-15 10:53:46.288LinearCGSSolver3.10.5 | packaged by conda-forge | (main, Jun ...3.4.3+110.g520c449b1.23.0not installed...2.0KSP_CONVERGED_RTOL2.01000.0cgsnone2.00 days 00:00:00.0010000 days 00:00:00.0110000.011
5SWEEP910unpreconditioned2022-07-15 10:53:46.298LinearCGSSolver3.10.5 | packaged by conda-forge | (main, Jun ...3.4.3+110.g520c449b1.23.0not installed...2.0KSP_CONVERGED_RTOL2.01000.0cgsnone2.00 days 00:00:000 days 00:00:00.0100000.010
..................................................................
272SWEEP910unpreconditioned2022-07-15 10:53:46.338LinearGMRESSolver3.10.5 | packaged by conda-forge | (main, Jun ...3.4.3+110.g520c449b1.23.0not installed...2.0KSP_CONVERGED_RTOL2.01000.0gmresnone2.00 days 00:00:000 days 00:00:00.0100000.010
273SWEEP910unpreconditioned2022-07-15 10:53:46.347LinearGMRESSolver3.10.5 | packaged by conda-forge | (main, Jun ...3.4.3+110.g520c449b1.23.0not installed...2.0KSP_CONVERGED_RTOL2.01000.0gmresnone2.00 days 00:00:000 days 00:00:00.0090000.009
274SWEEP910unpreconditioned2022-07-15 10:53:46.357LinearGMRESSolver3.10.5 | packaged by conda-forge | (main, Jun ...3.4.3+110.g520c449b1.23.0not installed...2.0KSP_CONVERGED_RTOL2.01000.0gmresnone2.00 days 00:00:000 days 00:00:00.0100000.010
275SWEEP910unpreconditioned2022-07-15 10:53:46.366LinearGMRESSolver3.10.5 | packaged by conda-forge | (main, Jun ...3.4.3+110.g520c449b1.23.0not installed...2.0KSP_CONVERGED_RTOL2.01000.0gmresnone2.00 days 00:00:000 days 00:00:00.0090000.009
276SWEEP910unpreconditioned2022-07-15 10:53:46.376LinearGMRESSolver3.10.5 | packaged by conda-forge | (main, Jun ...3.4.3+110.g520c449b1.23.0not installed...2.0KSP_CONVERGED_RTOL2.01000.0gmresnone2.00 days 00:00:000 days 00:00:00.0100000.010
\n", + "

232 rows × 33 columns

\n", + "
" + ], + "text/plain": [ + " state numberOfElements sweeps preconditioner \\\n", + "1 SWEEP 9 10 unpreconditioned \n", + "2 SWEEP 9 10 unpreconditioned \n", + "3 SWEEP 9 10 unpreconditioned \n", + "4 SWEEP 9 10 unpreconditioned \n", + "5 SWEEP 9 10 unpreconditioned \n", + ".. ... ... ... ... \n", + "272 SWEEP 9 10 unpreconditioned \n", + "273 SWEEP 9 10 unpreconditioned \n", + "274 SWEEP 9 10 unpreconditioned \n", + "275 SWEEP 9 10 unpreconditioned \n", + "276 SWEEP 9 10 unpreconditioned \n", + "\n", + " time_stamp solver_class \\\n", + "1 2022-07-15 10:53:46.255 LinearCGSSolver \n", + "2 2022-07-15 10:53:46.267 LinearCGSSolver \n", + "3 2022-07-15 10:53:46.277 LinearCGSSolver \n", + "4 2022-07-15 10:53:46.288 LinearCGSSolver \n", + "5 2022-07-15 10:53:46.298 LinearCGSSolver \n", + ".. ... ... \n", + "272 2022-07-15 10:53:46.338 LinearGMRESSolver \n", + "273 2022-07-15 10:53:46.347 LinearGMRESSolver \n", + "274 2022-07-15 10:53:46.357 LinearGMRESSolver \n", + "275 2022-07-15 10:53:46.366 LinearGMRESSolver \n", + "276 2022-07-15 10:53:46.376 LinearGMRESSolver \n", + "\n", + " python fipy \\\n", + "1 3.10.5 | packaged by conda-forge | (main, Jun ... 3.4.3+110.g520c449b \n", + "2 3.10.5 | packaged by conda-forge | (main, Jun ... 3.4.3+110.g520c449b \n", + "3 3.10.5 | packaged by conda-forge | (main, Jun ... 3.4.3+110.g520c449b \n", + "4 3.10.5 | packaged by conda-forge | (main, Jun ... 3.4.3+110.g520c449b \n", + "5 3.10.5 | packaged by conda-forge | (main, Jun ... 3.4.3+110.g520c449b \n", + ".. ... ... \n", + "272 3.10.5 | packaged by conda-forge | (main, Jun ... 3.4.3+110.g520c449b \n", + "273 3.10.5 | packaged by conda-forge | (main, Jun ... 3.4.3+110.g520c449b \n", + "274 3.10.5 | packaged by conda-forge | (main, Jun ... 3.4.3+110.g520c449b \n", + "275 3.10.5 | packaged by conda-forge | (main, Jun ... 3.4.3+110.g520c449b \n", + "276 3.10.5 | packaged by conda-forge | (main, Jun ... 3.4.3+110.g520c449b \n", + "\n", + " numpy pysparse ... actual_code status_name status_code \\\n", + "1 1.23.0 not installed ... 2.0 KSP_CONVERGED_RTOL 2.0 \n", + "2 1.23.0 not installed ... 2.0 KSP_CONVERGED_RTOL 2.0 \n", + "3 1.23.0 not installed ... 2.0 KSP_CONVERGED_RTOL 2.0 \n", + "4 1.23.0 not installed ... 2.0 KSP_CONVERGED_RTOL 2.0 \n", + "5 1.23.0 not installed ... 2.0 KSP_CONVERGED_RTOL 2.0 \n", + ".. ... ... ... ... ... ... \n", + "272 1.23.0 not installed ... 2.0 KSP_CONVERGED_RTOL 2.0 \n", + "273 1.23.0 not installed ... 2.0 KSP_CONVERGED_RTOL 2.0 \n", + "274 1.23.0 not installed ... 2.0 KSP_CONVERGED_RTOL 2.0 \n", + "275 1.23.0 not installed ... 2.0 KSP_CONVERGED_RTOL 2.0 \n", + "276 1.23.0 not installed ... 2.0 KSP_CONVERGED_RTOL 2.0 \n", + "\n", + " max_iterations ksp_solver ksp_precon ksp_norm_type \\\n", + "1 1000.0 cgs none 2.0 \n", + "2 1000.0 cgs none 2.0 \n", + "3 1000.0 cgs none 2.0 \n", + "4 1000.0 cgs none 2.0 \n", + "5 1000.0 cgs none 2.0 \n", + ".. ... ... ... ... \n", + "272 1000.0 gmres none 2.0 \n", + "273 1000.0 gmres none 2.0 \n", + "274 1000.0 gmres none 2.0 \n", + "275 1000.0 gmres none 2.0 \n", + "276 1000.0 gmres none 2.0 \n", + "\n", + " solve_time time_delta elapsed_seconds \n", + "1 0 days 00:00:00 0 days 00:00:00.034000 0.034 \n", + "2 0 days 00:00:00 0 days 00:00:00.012000 0.012 \n", + "3 0 days 00:00:00 0 days 00:00:00.010000 0.010 \n", + "4 0 days 00:00:00.001000 0 days 00:00:00.011000 0.011 \n", + "5 0 days 00:00:00 0 days 00:00:00.010000 0.010 \n", + ".. ... ... ... \n", + "272 0 days 00:00:00 0 days 00:00:00.010000 0.010 \n", + "273 0 days 00:00:00 0 days 00:00:00.009000 0.009 \n", + "274 0 days 00:00:00 0 days 00:00:00.010000 0.010 \n", + "275 0 days 00:00:00 0 days 00:00:00.009000 0.009 \n", + "276 0 days 00:00:00 0 days 00:00:00.010000 0.010 \n", + "\n", + "[232 rows x 33 columns]" + ] + }, + "execution_count": 311, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "linuxdf" + ] + }, + { + "cell_type": "code", + "execution_count": 294, + "id": "b65b5b77-eb23-4a6e-beba-66d999eb2599", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 294, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(8,6))\n", + "for label, group in linuxdf.groupby([\"solver_suite\", \"solver_class\", \"preconditioner\"]):\n", + " group.plot(\"numberOfElements\", \"elapsed_seconds\", loglog=True, ax=ax, label=label)\n", + "plt.legend(bbox_to_anchor=(1., 1.))" + ] + }, + { + "cell_type": "code", + "execution_count": 295, + "id": "d26219d3-39ad-4598-8cff-204ba2441749", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "for solver_class, group1 in linuxdf.groupby([\"solver_class\"]):\n", + " fig, ax = plt.subplots(figsize=(8,6))\n", + " for label, group2 in group1.groupby([\"solver_suite\", \"preconditioner\"]):\n", + " group2.plot(\"numberOfElements\", \"elapsed_seconds\", loglog=True, ax=ax, label=label)\n", + " plt.legend()\n", + " plt.title(solver_class)" + ] + }, + { + "cell_type": "markdown", + "id": "be9e2578-d5c0-4619-a1ea-19d6481d9fa4", + "metadata": {}, + "source": [ + "## Compare solutions" + ] + }, + { + "cell_type": "code", + "execution_count": 220, + "id": "e0071c7c-7ecb-4214-941c-61b3ba588771", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "\n", + "from matplotlib import pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 237, + "id": "c61fb893-89af-455e-bb5b-c14d5d432ef3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 237, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "x10, y10, var10x10 = np.loadtxt(\"gpu/pyamgx/LinearGMRESSolver/100/solution.tsv\", skiprows=1, unpack=True)\n", + "var10x10 = var10x10.reshape((10,10))\n", + "plt.imshow(var10x10)" + ] + }, + { + "cell_type": "code", + "execution_count": 238, + "id": "c7023674-3e76-4ae8-bf5d-ae2785c500fd", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 238, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPsAAAD7CAYAAACscuKmAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAAMfElEQVR4nO3bb6jdB33H8fcnNzpnRUxqW2LbrRWCfxBc5bJVHWMYO5wT2ydChY4whD5xs4og6fZA9swHIvpgCEEnYYoitayhiNpFfbAnXaOVzRprnI42GpusYzpk2uae7x6cX3JPkhvvuTnn3nvuvu8XXM7v3zm/b07O+/zLTaoKSf//7druASRtDWOXmjB2qQljl5owdqkJY5eamCn2JG9L8mSSHyY5NK+hJM1frvbf2ZMsAT8A7gBOAY8B766q781vPEnzsnuG6/4+8MOq+hFAki8AdwJXjP3le5fqlptfAEBx8ZPMpU85v2n/heXhiery604uZ+pj1j4uFzau7rv8Ni++jd+wv658O5O3sbp94pi60jFrn//ic11hrlr79iBrHrf+n+mSGa+077L7dDjnGq894z97Lt9+2bG59AbXWc/6xxQX3+NXODbT3EZdvG/NbRet13i9Jm5jNDwqRjW+A6rG22pEnVvhV/yS5+rXl99ZzBb7jcDTE+ungD+49KAk9wL3AvzOjbv5l6/eDMBKjQAYDX/KEaNh+yXr5/dXrS4Pt33+2JVhfXX7xPLwV7UyPFhG59cJo8rFxxBGteuSbbsu3zasj9i19raJ41evu+vCHKMLy7smzpELx4zWvP54efU8q+cdkdXtF91OLlsHOFdLq7NMXG98O7kww/ltAOdGk7c5PufowrHj5bpw+6vH1rBvVOMnjwv3+XB7K6PhSWTi2JpYHz+eL10GavX8NRpHXjXEPnHMhQfCaHXfcAeS88ePxtvPh5XR+cvx/ouCm9iXggwPvqxw0bFZGS9nNJzrwk+t7huus2tldfvkckbFrueLjGDXc6Px+nMr5NxofPn8Cjz3PPnfX1O/+hUrz/4Xj47+iSuZ5TP7Ws8elz3XVtXhqlququXrrl2a4XSSZjFL7KeAmyfWbwJ+Ots4kjbLLLE/BuxPcmuSFwJ3A0fnM5akebvqz+xVdS7JXwJfBZaAv6+qJ+Y2maS5muULOqrqy8CX5zSLpE3kb9BJTRi71ISxS00Yu9SEsUtNGLvUhLFLTRi71ISxS00Yu9SEsUtNGLvUhLFLTRi71ISxS00Yu9SEsUtNGLvUhLFLTRi71ISxS00Yu9SEsUtNGLvUhLFLTRi71ISxS00Yu9SEsUtNGLvUhLFLTRi71ISxS00Yu9SEsUtNrBt7kpuTfCPJiSRPJLlv2L43ySNJTg6XezZ/XElXa5pX9nPAB6vqNcDtwHuTvBY4BByrqv3AsWFd0oJaN/aqOl1V3x6W/wc4AdwI3AkcGQ47Aty1STNKmoMNfWZPcgtwG/AocENVnYbxEwJw/RWuc2+S40mOn312ZcZxJV2tqWNP8hLgS8D7q+oX016vqg5X1XJVLV937dLVzChpDqaKPckLGIf+uap6cNj8TJJ9w/59wJnNGVHSPEzzbXyATwMnqupjE7uOAgeH5YPAQ/MfT9K87J7imDcDfw78W5LvDNv+GvgI8MUk7wGeAt61KRNKmot1Y6+qfwZyhd0H5juOpM3ib9BJTRi71ISxS00Yu9SEsUtNGLvUhLFLTRi71ISxS00Yu9SEsUtNGLvUhLFLTRi71ISxS00Yu9SEsUtNGLvUhLFLTRi71ISxS00Yu9SEsUtNGLvUhLFLTRi71ISxS00Yu9SEsUtNGLvUhLFLTRi71ISxS00Yu9TE1LEnWUryeJKHh/W9SR5JcnK43LN5Y0qa1UZe2e8DTkysHwKOVdV+4NiwLmlBTRV7kpuAPwM+NbH5TuDIsHwEuGuuk0maq2lf2T8OfAgYTWy7oapOAwyX1691xST3Jjme5PjZZ1dmmVXSDNaNPck7gDNV9a2rOUFVHa6q5apavu7apau5CUlzsHuKY94MvDPJ24EXAS9N8lngmST7qup0kn3Amc0cVNJs1n1lr6r7q+qmqroFuBv4elXdAxwFDg6HHQQe2rQpJc1sln9n/whwR5KTwB3DuqQFNc3b+Auq6pvAN4flZ4ED8x9J0mbwN+ikJoxdasLYpSaMXWrC2KUmjF1qwtilJoxdasLYpSaMXWrC2KUmjF1qwtilJoxdasLYpSaMXWrC2KUmjF1qwtilJoxdasLYpSaMXWrC2KUmjF1qwtilJoxdasLYpSaMXWrC2KUmjF1qwtilJoxdasLYpSaMXWrC2KUmpoo9ycuSPJDk+0lOJHljkr1JHklycrjcs9nDSrp6076yfwL4SlW9Gng9cAI4BByrqv3AsWFd0oJaN/YkLwX+CPg0QFU9V1X/DdwJHBkOOwLctTkjSpqHaV7ZXwmcBT6T5PEkn0pyDXBDVZ0GGC6vX+vKSe5NcjzJ8bPPrsxtcEkbM03su4E3AJ+sqtuAX7KBt+xVdbiqlqtq+bprl65yTEmzmib2U8Cpqnp0WH+AcfzPJNkHMFye2ZwRJc3DurFX1c+Ap5O8ath0APgecBQ4OGw7CDy0KRNKmovdUx73V8DnkrwQ+BHwF4yfKL6Y5D3AU8C7NmdESfMwVexV9R1geY1dB+Y6jaRN42/QSU0Yu9SEsUtNGLvUhLFLTRi71ISxS00Yu9SEsUtNGLvUhLFLTRi71ISxS00Yu9SEsUtNGLvUhLFLTRi71ISxS00Yu9SEsUtNGLvUhLFLTRi71ISxS00Yu9SEsUtNGLvUhLFLTRi71ISxS00Yu9SEsUtNGLvUxFSxJ/lAkieSfDfJ55O8KMneJI8kOTlc7tnsYSVdvXVjT3Ij8D5guapeBywBdwOHgGNVtR84NqxLWlDTvo3fDfx2kt3Ai4GfAncCR4b9R4C75j6dpLlZN/aq+gnwUeAp4DTw86r6GnBDVZ0ejjkNXL/W9ZPcm+R4kuNnn12Z3+SSNmSat/F7GL+K3wq8ArgmyT3TnqCqDlfVclUtX3ft0tVPKmkm07yNfyvw46o6W1XPAw8CbwKeSbIPYLg8s3ljSprVNLE/Bdye5MVJAhwATgBHgYPDMQeBhzZnREnzsHu9A6rq0SQPAN8GzgGPA4eBlwBfTPIexk8I79rMQSXNZt3YAarqw8CHL9n8a8av8pJ2AH+DTmrC2KUmjF1qwtilJoxdasLYpSaMXWrC2KUmjF1qwtilJoxdasLYpSaMXWrC2KUmjF1qwtilJoxdasLYpSaMXWrC2KUmjF1qwtilJoxdasLYpSaMXWrC2KUmjF1qwtilJoxdasLYpSaMXWrC2KUmjF1qwtilJoxdasLYpSaMXWoiVbV1J0vOAr8E/nPLTjq7l7Nz5t1Js8LOmnenzPq7VXXdWju2NHaAJMeranlLTzqDnTTvTpoVdta8O2nWK/FtvNSEsUtNbEfsh7fhnLPYSfPupFlhZ827k2Zd05Z/Zpe0PXwbLzVh7FITWxZ7krcleTLJD5Mc2qrzTivJzUm+keREkieS3Dds35vkkSQnh8s92z3reUmWkjye5OFhfZFnfVmSB5J8f7iP37io8yb5wPAY+G6Szyd50aLOuhFbEnuSJeDvgD8FXgu8O8lrt+LcG3AO+GBVvQa4HXjvMOMh4FhV7QeODeuL4j7gxMT6Is/6CeArVfVq4PWM5164eZPcCLwPWK6q1wFLwN0s4KwbVlWb/gO8EfjqxPr9wP1bce4ZZn4IuAN4Etg3bNsHPLndsw2z3MT4QfcW4OFh26LO+lLgxwxfCE9sX7h5gRuBp4G9wG7gYeBPFnHWjf5s1dv483fgeaeGbQspyS3AbcCjwA1VdRpguLx+G0eb9HHgQ8BoYtuizvpK4CzwmeFjx6eSXMMCzltVPwE+CjwFnAZ+XlVfYwFn3aitij1rbFvIf/NL8hLgS8D7q+oX2z3PWpK8AzhTVd/a7lmmtBt4A/DJqrqN8f+PWMi3wcNn8TuBW4FXANckuWd7p5qPrYr9FHDzxPpNwE+36NxTS/ICxqF/rqoeHDY/k2TfsH8fcGa75pvwZuCdSf4D+ALwliSfZTFnhfHf/6mqenRYf4Bx/Is471uBH1fV2ap6HngQeBOLOeuGbFXsjwH7k9ya5IWMv/A4ukXnnkqSAJ8GTlTVxyZ2HQUODssHGX+W31ZVdX9V3VRVtzC+L79eVfewgLMCVNXPgKeTvGrYdAD4Hos571PA7UlePDwmDjD+MnERZ92YLfzi4+3AD4B/B/5mu7+sWGO+P2T80eJfge8MP28HrmX8RdjJ4XLvds96ydx/zOoXdAs7K/B7wPHh/v1HYM+izgv8LfB94LvAPwC/taizbuTHX5eVmvA36KQmjF1qwtilJoxdasLYpSaMXWrC2KUm/g8vxfyy2RDKrAAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "x100, y100, var100x100 = np.loadtxt(\"gpu/pyamgx/LinearGMRESSolver/10000/solution.tsv\", skiprows=1, unpack=True)\n", + "var100x100 = var100x100.reshape((100,100))\n", + "plt.imshow(var100x100)" + ] + }, + { + "cell_type": "code", + "execution_count": 239, + "id": "28a4c16b-36ce-4117-b139-d114e5fd39e5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 239, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAQEAAAD8CAYAAAB3lxGOAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAAOK0lEQVR4nO3aUYxU53nG8f+zuwEbXMtAARFA9VpdJcWVUrsr6sRVVJVUUCfKcmNpK7naVq64oa2TVoqguYh6gZRWUZTeOBK1G6HGDULEKisrioNIctEb8MZ2E8N6w8a0sGEDmCqxlabAzry9mA+YhV12YGZ2ZvU+P2l1vvOe75vzzjD7cM7sKCIws7x6Ot2AmXWWQ8AsOYeAWXIOAbPkHAJmyTkEzJJrWwhI2iFpQtKkpD3tOo+ZNUft+J6ApF7gx8AfAVPAa8CfRMSplp/MzJrSriuBrcBkRLwTEVeBg8BQm85lZk3oa9PjbgTO1e1PAb9XP0HSLmAXwMoV+t0P/+ayNrUyt2DxvinZzJka7bORWbPm1F0Bzrd2rnqgOxybe+68x6L+2OzHnb1Ws9ZfX3t93a1rZtXj9p5rj3fzMeqPR9x+3tpLpZtzb10XN+ffOFb/OLPG1wea/cKUc8zaj/Kq1NV06zhmj1UaVhVUDaiCqlW4NsN7lXffjYi13KJdIaA5are8B2M/sB9g8CP3xYlXN7eplblVotr0Y1Qb/AWtsvC5KvPcls23tnLLuatzrL9tzjznq8w75/Z6pfzTVure2NXrtbKtxs39m7We2evpmVWrlHGVntv3o1a7Ob+HSqjuWA/V0I3HvD73xjZ6qJbHrCKuVXtvrKmGuBa9VOuOVUOzxjNRmztT7b0xrlR7Zo0r17fVHirV2rgaoloV1WoP1aqIau18UamNo9JTe2ErghCqCCqgitD1bRVUgZ6ZUpuBnuvbmdq291rQcw16rgW916D3apXe/wv6fjVD7//O0PPer+DiZV79n3/+79veJLTvdmAKqP+t3gScb9O5zKwJ7QqB14ABSf2SlgHDwGibzmVmTWjL7UBEzEj6S+BVoBf4l4g42Y5zmVlz2vWZABHxLeBb7Xp8M2sNf2PQLDmHgFlyDgGz5BwCZsk5BMyScwiYJecQMEvOIWCWnEPALDmHgFlyDgGz5BwCZsk5BMyScwiYJecQMEvOIWCWnEPALDmHgFlyDgGz5BwCZsk5BMyScwiYJecQMEvOIWCWnEPALDmHgFlyDgGz5BwCZsk5BMyScwiYJecQMEvOIWCWnEPALDmHgFlyDgGz5BYMAUmbJX1P0rikk5KeK/XVko5KOl22q+rW7JU0KWlC0vZ2PgEza04jVwIzwN9GxG8BTwC7JW0B9gDHImIAOFb2KceGgUeBHcDzknrb0byZNW/BEIiI6Yh4vYzfB8aBjcAQcKBMOwDsLOMh4GBEXImIM8AksLXFfZtZi9zVZwKSHgYeA44D6yNiGmpBAawr0zYC5+qWTZXarY+1S9KYpLFLlyv30LqZtULDISDpAeCbwGci4r07TZ2jFrcVIvZHxGBEDK5d47sFs05pKAQkfYBaALwUES+X8gVJG8rxDcDFUp8CNtct3wScb027ZtZqjfx1QMCLwHhEfLnu0CgwUsYjwJG6+rCk5ZL6gQHgROtaNrNW6mtgzpPAnwI/kvRmqf0d8EXgkKRngbPA0wARcVLSIeAUtb8s7I4I3/SbdakFQyAi/oO57/MBts2zZh+wr4m+zGyR+BuDZsk5BMyScwiYJecQMEvOIWCWnEPALDmHgFlyDgGz5BwCZsk5BMyScwiYJecQMEvOIWCWnEPALDmHgFlyDgGz5BwCZsk5BMyScwiYJecQMEvOIWCWnEPALDmHgFlyDgGz5BwCZsk5BMyScwiYJecQMEvOIWCWnEPALDmHgFlyDgGz5BwCZsk5BMySazgEJPVKekPSK2V/taSjkk6X7aq6uXslTUqakLS9HY2bWWvczZXAc8B43f4e4FhEDADHyj6StgDDwKPADuB5Sb2tadfMWq2hEJC0Cfgk8EJdeQg4UMYHgJ119YMRcSUizgCTwNaWdGtmLdfolcBXgM8B1bra+oiYBijbdaW+EThXN2+q1GaRtEvSmKSxS5crd9u3mbXIgiEg6VPAxYj4QYOPqTlqcVshYn9EDEbE4No1vlsw65S+BuY8CXxa0lPAfcCDkr4OXJC0ISKmJW0ALpb5U8DmuvWbgPOtbNrMWmfBK4GI2BsRmyLiYWof+H03Ip4BRoGRMm0EOFLGo8CwpOWS+oEB4ETLOzezlmjkSmA+XwQOSXoWOAs8DRARJyUdAk4BM8DuiPBNv1mXuqsQiIjvA98v48vAtnnm7QP2NdmbmS0Cf2PQLDmHgFlyDgGz5BwCZsk5BMyScwiYJecQMEvOIWCWnEPALDmHgFlyDgGz5BwCZsk5BMyScwiYJecQMEvOIWCWnEPALDmHgFlyDgGz5BwCZsk5BMyScwiYJecQMEvOIWCWnEPALDmHgFlyDgGz5BwCZsk5BMyScwiYJecQMEvOIWCWnEPALDmHgFlyDgGz5BoKAUkPSTos6W1J45I+Kmm1pKOSTpftqrr5eyVNSpqQtL197ZtZsxq9Evgn4NsR8WHgI8A4sAc4FhEDwLGyj6QtwDDwKLADeF5Sb6sbN7PWWDAEJD0IfBx4ESAirkbEz4Eh4ECZdgDYWcZDwMGIuBIRZ4BJYGtr2zazVmnkSuAR4BLwNUlvSHpB0kpgfURMA5TtujJ/I3Cubv1Uqc0iaZekMUljly5XmnoSZnbvGgmBPuBx4KsR8RjwS8ql/zw0Ry1uK0Tsj4jBiBhcu8Z3C2ad0kgITAFTEXG87B+mFgoXJG0AKNuLdfM3163fBJxvTbtm1moLhkBE/Aw4J+lDpbQNOAWMAiOlNgIcKeNRYFjSckn9wABwoqVdm1nL9DU476+AlyQtA94B/pxagByS9CxwFngaICJOSjpELShmgN0R4Zt+sy7VUAhExJvA4ByHts0zfx+w797bMrPF4m8MmiXnEDBLziFglpxDwCw5h4BZcg4Bs+QcAmbJOQTMknMImCXnEDBLziFglpxDwCw5h4BZcg4Bs+QcAmbJOQTMknMImCXnEDBLziFglpxDwCw5h4BZcg4Bs+QcAmbJOQTMknMImCXnEDBLziFglpxDwCw5h4BZcg4Bs+QcAmbJOQTMknMImCXnEDBLrqEQkPRZSSclvSXpG5Luk7Ra0lFJp8t2Vd38vZImJU1I2t6+9s2sWQuGgKSNwF8DgxHx20AvMAzsAY5FxABwrOwjaUs5/iiwA3heUm972jezZjV6O9AH3C+pD1gBnAeGgAPl+AFgZxkPAQcj4kpEnAEmga0t69jMWmrBEIiInwJfAs4C08AvIuI7wPqImC5zpoF1ZclG4FzdQ0yV2iySdkkakzR26XKluWdhZveskduBVdT+d+8HPgislPTMnZbMUYvbChH7I2IwIgbXrvHdglmnNHI78AngTERciohrwMvAx4ALkjYAlO3FMn8K2Fy3fhO12wcz60KNhMBZ4AlJKyQJ2AaMA6PASJkzAhwp41FgWNJySf3AAHCitW2bWav0LTQhIo5LOgy8DswAbwD7gQeAQ5KepRYUT5f5JyUdAk6V+bsjwjf9Zl1qwRAAiIgvAF+4pXyF2lXBXPP3Afuaa83MFoO/MWiWnEPALDmHgFlyDgGz5BwCZsk5BMyScwiYJecQMEvOIWCWnEPALDmHgFlyDgGz5BwCZsk5BMyScwiYJecQMEvOIWCWnEPALDmHgFlyDgGz5BwCZsk5BMyScwiYJecQMEvOIWCWnEPALDmHgFlyDgGz5BwCZsk5BMyScwiYJecQMEvOIWCWnEPALDmHgFlyDgGz5BwCZsk5BMySU0R0ugckvQ9MdLqPu/DrwLudbqJBS6lXWFr9LqVeAX4jItbeWuzrRCdzmIiIwU430ShJY0ul36XUKyytfpdSr3fi2wGz5BwCZsl1Swjs73QDd2kp9buUeoWl1e9S6nVeXfHBoJl1TrdcCZhZhzgEzJLreAhI2iFpQtKkpD1d0M9mSd+TNC7ppKTnSn21pKOSTpftqro1e0v/E5K2d6DnXklvSHplCfT6kKTDkt4ur/FHu7VfSZ8t74G3JH1D0n3d2mtTIqJjP0Av8BPgEWAZ8J/Alg73tAF4vIx/DfgxsAX4R2BPqe8B/qGMt5S+lwP95fn0LnLPfwP8G/BK2e/mXg8Af1HGy4CHurFfYCNwBri/7B8C/qwbe232p9NXAluByYh4JyKuAgeBoU42FBHTEfF6Gb8PjFN7QwxRewNTtjvLeAg4GBFXIuIMMEnteS0KSZuATwIv1JW7tdcHgY8DLwJExNWI+Hm39kvty3T3S+oDVgDnu7jXe9bpENgInKvbnyq1riDpYeAx4DiwPiKmoRYUwLoyrdPP4SvA54BqXa1be30EuAR8rdy+vCBpZTf2GxE/Bb4EnAWmgV9ExHe6sddmdToENEetK/5mKekB4JvAZyLivTtNnaO2KM9B0qeAixHxg0aXzFFbzNe7D3gc+GpEPAb8ktol9Xw6+dquova/ez/wQWClpGfutGSOWle8lxfS6RCYAjbX7W+idsnVUZI+QC0AXoqIl0v5gqQN5fgG4GKpd/I5PAl8WtJ/UbuV+kNJX+/SXq+ffyoijpf9w9RCoRv7/QRwJiIuRcQ14GXgY13aa1M6HQKvAQOS+iUtA4aB0U42JEnU7lnHI+LLdYdGgZEyHgGO1NWHJS2X1A8MACcWo9eI2BsRmyLiYWqv3Xcj4plu7LX0+zPgnKQPldI24FSX9nsWeELSivKe2Ebt86Fu7LU5nf5kEniK2ifwPwE+3wX9/D61y7gfAm+Wn6eANcAx4HTZrq5b8/nS/wTwxx3q+w+4+deBru0V+B1grLy+/w6s6tZ+gb8H3gbeAv6V2if/XdlrMz/+2rBZcp2+HTCzDnMImCXnEDBLziFglpxDwCw5h4BZcg4Bs+T+HwDdPPU/7y92AAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "x1000, y1000, var1000x1000 = np.loadtxt(\"gpu/pyamgx/LinearGMRESSolver/1000000/solution.tsv\", skiprows=1, unpack=True)\n", + "var1000x1000 = var1000x1000.reshape((1000,1000))\n", + "plt.imshow(var1000x1000)" + ] + }, + { + "cell_type": "code", + "execution_count": 246, + "id": "db45cf8c-1052-4fcb-9862-e0ec245e0881", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 246, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAXQAAAD4CAYAAAD8Zh1EAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAA3qUlEQVR4nO3dd3xUVf7/8deZmfTeIAkk1ARCL5HelQ6KgmLvIqusruv6RV1X/e2q67pr2VURUUFZVwRFFBsIqHQhARIg1AApJIQkpNfJZM7vj4kYIECAmUzK5/l45MHM3JN7P/cBvHNz7rnnKK01Qgghmj6DswsQQghhHxLoQgjRTEigCyFEMyGBLoQQzYQEuhBCNBMmZx04ODhYt2/f3lmHF0KIJmnHjh25WuuQurY5LdDbt29PfHy8sw4vhBBNklIq9XzbpMtFCCGaCQl0IYRoJiTQhRCimZBAF0KIZkICXQghmomLBrpSaqFSKlsptfc825VS6j9KqWSl1G6lVD/7lymEEOJi6nOF/iEw4QLbJwJRNV+zgHeuvCwhhBCX6qLj0LXWG5RS7S/Q5DpgsbbNw/uLUspfKRWmtT5hryJrS85PZlXKKkyVJZg8gjAZXTAZTJgMJowGIyZlOv3eZDCdfm80GHEx2NoalfGc7af3UbPNxeByen9Gg9ERpyKEEHZljweL2gDptd4fr/nsnEBXSs3CdhVPZGTkZR3sSOER3t397mV97+VSqDp/QJz9A8HF4IKb0Q1XoyuuRtfTr92MbrgafvvMzeiGi9Hl9GtXoyuuhrPaG13xdPHEw+SBh8kDT5Mn7iZ3DEpuewgh6maPQFd1fFbnqhla6wXAAoDY2NjLWlljfPvxjGsziuqkL6g+sg7LsZ+xlJ3CAlhaxWBpNxhLu8FUt+5JlQKLtlBtrcZitdi+tOW311YL1frC26qsVbbXv+7jrDa1919lraKyuhJztZnSqlIqqyvP+OzXP6usVZdz6gCnA7520HuYPPBwOfO9t6s3Pi4++LjavrxdvW2vXX5772Jwuew6hBCNjz0C/TgQUet9WyDTDvs9L+XihqnPLZj63IKb1Qon90DyOttX3Iew7X1w8YIOI6Dz1dD5Ggjp4MiSLolVW08H/K+Bf3boV1gqKLeUU24pp8xSdvp1edWZ78uqbK8LKgtOty2rKqPMUnbROjxMHni7eJ8OeD9XPwLcA/B38yfAPYAAtwD83f0JcAs4/d7XzVd+SxCikbJHoK8E5iilPgUGAoWO6j+vk8EAYb1tX8P/CJXFcGwjJK+1fR363tYusBPWzldTED6CwG5Xg6tng5V4TsnKgLvJHXeTu8OOUW2tptRSSrG5mBJzCUXmIkrMJRRXFVNsLj79eUmVbVuxuZhTFac4UnCE/Mp8yi3l56391+APdA8kxDOEEI8QWnm2ItgjmBCPkNOfebl4oVRdv8AJIRxBXWxNUaXUEmAUEAycBJ4DXAC01vOV7X/sW9hGwpQB92itLzrrVmxsrHb45FxaQ95RW7AfXkP1sY0Yqysw40Kmfz9cuownrP8UDCHRIMFzhnJLOYWVheRX5Nu+KvMpqCwgv8L2Z15FHqfKT5FTnkNueW6dPwA8TB6nAz7UK5Rwr3DCvMMI9won3DucMK8wh/5QE6I5Ukrt0FrH1rnNWYtEN0ignyXrVAFx679BJa+ha8l2OhtsPUN5LmGURo6iVb8puEWNBlevBq2rqdNaU1JVYgv3slyyy7PJLcslpzyHnLIcssuzySrNIqs0i2pdfcb3BroHnhH0kb6RRPpG0s6nHa29Wkv3jhBnkUCvQ16pme27dlGQ+B2tszcxgD14qUqqcCE3qD+e3Sfg13MyBEfJ1budWKwWcspyyCzNJLMkkxOlJ8gsOfO12Wo+3d7N6EaETwTtfNudDvl2vu3o6N+RQPdAJ56JEM4jgX4RZouV+CMnSI5fi+uxdfQzxxNtyACgwC2cqo7XENRnCoYOw53a997cWbWV7LJsUotSSS1KJa0ozfa6OJX04nQsVsvptoHugUT5R9HJvxOdAzqffu3j6uPEMxDC8STQL4HWmiM5JfyyK4GypFV0zN/CEEMSnqqSKuVKQetB+PWahGvMRAho7+xyW4xqazUnSk+QWpTKkYIjJBckc6TgCIcLDp/Rf9/aszVRAVHEBMbQPag7MUExhHmFyc1Z0WxIoF+B/FIzG/ank7ZrLf7Hf2ao3klHQxYAhV4dMHYZj3fPyRA5GIwyrruhWbWVE6UnSM5P5nDBYZILkjmUf4ijBUdP99cHuAUQExRDt6BuxATa/mzj3UZCXjRJEuh2YrZYiU/JY+euHVgPr6ZP+XYGGvbjpixUGr0oixiFX+/JGKLGgXedS/6JBlJhqeBQ/iH2ndrH/rz97Du1j+T8ZCza1m0T5B5En1Z96BPShz6t+hATFIOb0c3JVQtxcRLoDmDrmill/Z5j5O35gYhTGxlt2EVrVYAVRVFgLzx7TMI1ZhKE9pQbq42AudrM4fzDJJ1KIjEnkYTsBNKK0wBwMbjQLajb6YCPbR2Lv7u/cwsWog4S6A0gv9TM+oPZHEjYhHfaOoZZ4+ljOApAqVsriJ6AV4/J0HEkuHg4uVrxq9zyXBJzEknMTiQhJ4Gk3CTMVjMKRZfALgwIHcDAsIH0a9UPb1dvZ5crhAR6Q6uqthJ3LI9f9hzAvH8Vvct/YbhhD96qgiqDG5URw/HqOQUVPQF8w5xdrqjFXG0m6VQS209sZ3vWdhKyEzBbzRiVke7B3RkQOoAh4UPo06qPzIUjnEIC3Yl+7Zr5KSmdE4lriczdwDXGnbRVuQCUBffCo8dkVBfpmmmMKiwVJOYksu3ENrZnbWdv7l6qdTXeLt4MDh/M8DbDGdZmGCGecs9ENAwJ9EYku6iC1UlZJCX8QnDGj4wx7KCP4QgGNJWeYbh0n4Khy0RoPxxMrs4uV5ylxFzCthPb2JixkY3HN5Jdng1ATGAMw9sOZ3TEaLoHdZcRNMJhJNAbqYIyM2v3Z7MlcR8ex9Ywkh2MMO7BHTMWkxcqeizGrpMhaix4BDi7XHEWrTWH8g+dDveEnASs2kqoVyjXRF7D1ZFX07dVX1kgRdiVBHoTUFppYf2hHNbtTqXi0DqGVscxzriTYFWIVZnQkYMxxkyBrpPA//IWBxGOVVBRwPrj61mbupYtmVswW80EugcyJnIMYyPHMiBsACaDPSY4FS2ZBHoTU2mpZkvyKVbvyeTE/s0MNP/COOMOOivbdATVrXpi7DYFuk6G1j2k370RKq0qZWPGRtamrmXD8Q2UW8oJdA9kYoeJTO4wmR7BPaRbRlwWCfQmzFJtJS4l39bvvmcnfcq2MN64g36GQxjQVPtFYoyZagv3yEEgv943OpXVlWzK2MS3R79lffp6zFYz7XzbMbnDZCZ3nEykr/zGJepPAr2ZsFo1uzMKWbU3i+17DhBVuIlxhnhGGPfggoVqjyCMXSdBzFToOApM8uRjY1NsLmZt6lq+Pfot27O2o9H0CunFDZ1vYGKHiXi6yORv4sIk0JshrTWHs0tYtTeL9XuOEpq9ifHGOK4xJuBJOdUu3hiix6FiptpuqrrJLISNTVZpFt8f+54vk7/kaOFRPE2eTOwwkRnRM2SkjDgvCfQWIO1UGauTsli7Nw2P45sZb4hjgstOAnQhVqMbqtNoVMy10GUieMpc4o2J1pqEnASWH1rO6pTVVFRX0CWgC9OjpzO141R5QlWcQQK9hTlZVMEP+07yw54MqlK2Mk5tZ7JLPK11LtpgQrUfDt2ug65TZBKxRqbYXMx3R79j+eHl7M/bj5eLF9M6T+PWrrdKX7sAJNBbtIIyMz8kneTrxAyKj25nvGE717rG08Z6Aq0MqHZDbeEeMxV8Qp1drqhlT84e/nfgf6xOWU21tZoRbUdwa8ytDA4bLN0xLZgEugAgp7iSb3dnsjIhg7Lje5ho3MYNbvFEVKejUajIwbZw73Yt+IY7u1xRI6csh2WHlrHs4DLyKvLo5NeJu7rfxZSOU3CROfhbHAl0cY70vDK+3p3JyoRMLCf3M8m4nRkeO4isOmZrEDEQul9vC3gJ90bBXG1mVcoq/rvvvxzIO0Brz9bc1f0upkdNl9ExLYgEurigwyeLWZmYycrETIx5yUwxxXGjRxwRZtv0v0QMqhXuMjuks2mt2Zy5mff3vM+Okzvwd/Pn1phbubXrrfi5+Tm7POFgEuiiXrTW7D5eyMrETL7ZnYlncQrTXLZzo0cc4ZVHbd0y7Yb8Fu7erZxdcouXkJ3A+3veZ/3x9XiaPLml6y3c0+MeCfZmTAJdXLJqq2b7sTxWJmby/d4TBJWnMN0tjulu22ldmWK7odp+OPS4AWKulaGQTnYo/xDv736fVSmr8HLx4s5ud3J7t9vxcZXnD5obCXRxRcwWK5uSc1iZkMkP+07StiqFmR5xTHPZRlBlum0oZKerocd02+Rh8hCT0xzOP8y8hHmsTVuLn5sf93S/h1u63iJ97M2IBLqwm3JzNesOnGRlQiY/H8wmynqU27zimGLYiq/5JJjcIXo89JgBUePAxd3ZJbdISaeSeHvX22zM2EigeyAP9X6I6dHTZbbHZkACXThEYXkVq5Oy+Doxky3J2fThMHf5xHON3oJnVT64+UG3qdDzRtuCHTJxWINLyE7gjZ1vsOPkDjr6deTx2McZ3ma4jGNvwiTQhcOdHuOemEli2imGGvZyt+8OhlVtxbW6FLxDbV0yvW6EsD4y5W8D0lrzY/qPvL7jdVKLUhkUNog/xf6JLoFdnF2auAwS6KJB1R7jfizrFONdErjfL54eZdsxWM0QHA09b7KFe0B7Z5fbYlRVV7H04FLeSXyHYnMxN0TdwCP9HiHQXW5oNyUS6MJp9mYUsjQunS8TMlAVBdzuu4vb3LfRpminrUHEIOg90zYUUpbZaxCFlYW8u/tdluxfgqeLJ4/2e5TpUdNlqbwmQgJdOF1FVTWrk7JYFp/O5uRTtFU5PNIqkYnW9fgUHwGjq+1mau9boPNYWSC7ARwpOMKL214kLiuOHkE9eGbwM3QP6u7sssRFSKCLRiU9r4zP4tP5bMdxThSWM9jjOI+G7CC2+EdM5bngEQg9Z9jCPbyv9Lc7kNaa7459xz/j/kleRR43dbmJR/o9gq+rr7NLE+dxxYGulJoA/BswAu9rrV8+a7sf8DEQCZiAf2mtF11onxLootqq2ZScy7K4dH7Yl4WuruLOVke50/MX2uX8hKquhJCutmDvNVOmHXCgYnMxbye8zZIDSwhyD+KZQc8wJnKMs8sSdbiiQFdKGYFDwFjgOBAH3KK13lerzdOAn9Z6rlIqBDgIhGqtzefbrwS6qC2v1MyXuzJYFp/OgaxiQlzKeaLNPiZW/4RPzk5QBuh0NfS5FbpMkvHtDrLv1D7+svkvHMo/xMT2E3ly4JNy07SRudJAHww8r7UeX/P+KQCt9d9rtXkKiAAeBtoDa4BorbX1fPuVQBd1+XU+mWXx6axMyKS40sLQgHweC9lB37xVGEsywd3fNra97+0Q1lu6ZOysqrqKD/Z+wLu738XHxYenBz7N+PbjZex6I3GlgT4DmKC1vr/m/R3AQK31nFptfICVQFfAB5iptf62jn3NAmYBREZG9k9NTb28MxItQrm5mu/3nmBZfDq/HM3DpKzMjkjnNreNhGaus3XJtO5pC/ZeN8l8MnZ2OP8wz25+lr2n9jImYgzPDn6WII8gZ5fV4l1poN8IjD8r0AdorX9fq80MYCjwR6ATtiv03lrrovPtV67QxaVIyS3lsx3pfL7jOCeLKmnvaWZuRBKjy37APSfRNkqm6xTodwd0GAUGg7NLbhYsVguL9y3mrV1v4evqy9+G/o3hbYc7u6wWrSG6XL4FXtZab6x5/yPwpNZ6+/n2K4EuLoel2srGw7ksjUtn7f6TWKyaaeH5/M53K9FZ36Iq8sE/EvreAX1uA782zi65WTiYd5AnNz5JckEyt3S9hT/2/yPuJrmP4QxXGugmbDdFrwYysN0UvVVrnVSrzTvASa3180qp1sBObFfouefbrwS6uFK5JZV8uSuDpXHpHM4uwc+lmj+1S+ba6rX4ndhsu5EaNQ763WX70ygTU12JyupK3tjxBh/v/5hOfp34x4h/yPQBTmCPYYuTgDewDVtcqLV+USk1G0BrPV8pFQ58CIQBCtvV+scX2qcEurAXrTW70gv4LD6drxNPUFJpYWhQMXNbxdEj+2sMpSfBJ8x21d7vTvCPcHbJTdqWjC38efOfKaws5P+u+j9mdpkpN0wbkDxYJFqMMrOF7/Zk8fEvqSSkFxDgDn+OSmeKeRXuqT/bGkWNhdh7bVft8rj7ZcmvyOeZzc+w4fgGJrafyHNDnsPLxcvZZbUIEuiiRdqZls/CTcf4fm8WWmtu7QIP+W4h7OjnqJIs8G0L/e+23Uj1CXV2uU2OVVtZuHchb+56k0ifSF4b9RpRAVHOLqvZk0AXLVpmQTmLt6ayZHsaheVV9G3jxVOdUojNWYHh2M9gMNlGyFx1P7QfJuPaL1FcVhxPrH+C0qpSnh38LFM7TXV2Sc2aBLoQ2LpjvtiZwcLNxziaU0prXzd+39vAdL0Gj72fQEWBbaqBq+6H3jfLUnqXIKcsh//b8H/En4xnZpeZzB0wFxeDi7PLapYk0IWoxWrVrD+cw8JNx9h4OBc3k4Gb+gTzcEgioQc/hsxd4Optm0NmwAMQIiM56sNitfCfnf9hUdIirgq9ildHvkqAu0yJbG8S6EKcx6GTxSzanMIXO49TabEyPCqYR7sW0f/kZ6ikFVBtho6jYMCDtul95SbqRX195Gue3/I8IZ4h/GfMf4gOiHZ2Sc2KBLoQF5FXambJ9jQWb03hZFElHUO8+F2sL9dZ1+C680MozrStrjRglu2BJQ9/J1fcuO3J2cOjPz1KSVUJfx/2d65ud7WzS2o2JNCFqKeqaivf7TnBwk3HSDxeiK+7iVsHhPNA8D6C9i6CtK3g4gV9b4OBsyGok7NLbrSyy7J59MdH2XtqL4/1f4x7ut8j49XtQAJdiEukta4Z9pjC93tPoJRiQo9Q5nQpoWva/1B7loO1CqLGw+CHocMIGR1Th8rqSp7Z9AyrUlYxs8tMnhrwlCx1d4Uk0IW4Asfzy/jv1lQ+2Z5GcYWF3hH+/K6/F2NLv8W4YyGU5ULrHrZg7zFDls87i1VbeX3H63yY9CGjI0bzjxH/wMPk4eyymiwJdCHsoLTSwvKdx1m0OYVjuaWE+rpzz8BQbvfchtfOBZCzH7xDYeAs6H+PTOd7lk/2f8LL21+mZ3BP3rz6TVk44zJJoAthR1ar5udD2SzclMKm5FzcXQzc0LcND0em0Wb/B3DkR3DxtM0dM/hhCGjn7JIbjXWp65i7cS6tPFuxYOwC2vq0dXZJTY4EuhAOcjCrmEWbj/HFrgzMFisjokP4Yy8zfdI/hj2fgdbQfRoMfdS2upIgITuBh9c9jLvRnffGvUdH/47OLqlJkUAXwsFOlVSyZHsaH21NJae4ksEdg3hyqA+9M5ZA/IdgLoaOo2HYH6DDyBZ/A/VQ/iFm/TALq7Yyf+x8ugV1c3ZJTYYEuhANpKKqmk+2pTHv5yPkllQyMjqEJ0a2pkfmcvjlHSjNhvB+MOwx2/wxLXhlpdSiVB744QGKzcXMu2YefVv1dXZJTYIEuhANrMxsYfHWVOavP0JBWRVju7Xm8dGRdD35DWz+D+Qfg+BoW7D3vBGMLXPek6zSLB744QFOlp3kjdFvMCR8iLNLavQk0IVwkuKKKhZtTuG9jUcprrAwuVcYj43pQOfcH2Hja3Byr23JvKGPQp/bwaXlLet2qvwUD655kGOFx3jz6jcl1C9CAl0IJyssq+K9jUdZtPkY5VXVTOvThkev7ky7U5tg47/geJxtVaUhj9jmaHf1dHbJDaqgooD7f7iflKIU3rr6LQaFDXJ2SY2WBLoQjcSpkkre3XCUxVtTqKrW3Ni/LXNGd6JtQTxs+CekbASvEBjye9s0vq4tZxWg/Ip87vvhPtKL0nn76rcZEDbA2SU1ShLoQjQy2UUVzPv5CJ9sS0OjuWVAJA+P7kzr/J2w/hU4+hN4BtUE+wPg5u3skhtEXkUe962+j4ySDN6++m2uCr3K2SU1OhLoQjRSmQXlvPljMp/Fp2M0KO4Y1I7ZozoRnJ8IP78MR9bZgn3ooy3mij23PJf7Vt/HidITLBi7gD6t+ji7pEZFAl2IRi7tVBn/XneYFbuO4+5i5O4h7Zk1oiP+pxLh57/bgt0rxDYqJvZecGnec6Hkludy96q7yavI48MJH8qc6rVIoAvRRBzJKeGNtYf5Zncm3q4m7h3WgfuGd8A3eyf89CIcW2+7eTr8ceh3V7OeCCyjJIM7v78TrTUfTfyICJ8IZ5fUKEigC9HEHMwq5vU1h1iVlIWfhwsPjuzIXYPb45W51RbsaVttwx1HPQW9ZjbblZSOFBzhrlV34evqy+KJiwn2CHZ2SU4ngS5EE7U3o5DX1hzixwPZBHm58rtRnbh9YCTuaT/Dur/BiQQI7gJjnoGYqc1ySoHdObu5/4f7ifSJZOGEhfi6+jq7JKeSQBeiiduRms/raw6xKTmXVj5uzBnTmZmxbXE7/C38+ALkHoI2/eGa522LbTQzWzK38PC6h+kT0ocFYxfg0kKfrIULB3rLnUhCiCakf7sAPr5/IJ/OGkT7IC+e/SqJMa9u4NOSvlQ9uBmufQuKs+CjqfDxdMja6+yS7WpI+BBeGPoC8SfjeX7r8zjrQrSxk0AXogkZ1DGIpQ8OYvG9Awj2cePJL/ZwzRub+YLRVM/ZAWP/BsfjYf4wWPE7KDzu7JLtZnLHyTzc52FWHlnJ/N3znV1OoyRdLkI0UVpr1u3P5rU1h9h3ooioVt68MK0HA8MMtnlitr1r61Mf/DAM/QO4N/2+Z601z2x+hpVHVvLSsJeY2mmqs0tqcNKHLkQzZrVqViVl8dJ3+zmeX87NV0Xw1MQY/MwnbDdO9ywDz2AY/bRtqKPR5OySr0hVdRUPrn2QhOwEFoxdQGxondnWbEmgC9EClJkt/HvtYd7fdIwAT1eem9qNKb3CUJm74IdnIHUzhMTAhJeg0xhnl3tFCisLueP7O8iryOPTyZ+2qKXs5KaoEC2Ap6uJpybFsHLOUML93fn9kl3c82Ec6R5d4e5v4ab/gqUc/ns9fDITTh1xdsmXzc/Nj7fGvIVVW/nDT3+grKrM2SU1CvUKdKXUBKXUQaVUslLqyfO0GaWUSlBKJSml1tu3TCFEfXUP92PFQ0N5dko3th/LY9zrG3h/0zEsXabAw9th7F8hZTO8PdB25V5R5OySL0ukbySvjHiFQ/mHeG7LczLyhXoEulLKCLwNTAS6Abcopbqd1cYfmAdcq7XuDtxo/1KFEPVlNCjuHdaBNX8cyZBOQbzw7X6mzdvMnqwK20Rfv98BvWfClrfgzf6QsASsVmeXfcmGtRnGo/0eZVXKKhYlLXJ2OU5Xnyv0AUCy1vqo1toMfApcd1abW4EvtNZpAFrrbPuWKYS4HG38PXj/rljm3daP7KJKrnt7E3/7Zh+lrkFw3dvwwI+2KQS+nA2LJsCJRGeXfMnu7XEv49uP5987/83mjM3OLsep6hPobYD0Wu+P13xWWzQQoJT6WSm1Qyl1Z107UkrNUkrFK6Xic3JyLq9iIcQlUUoxqWcYa/44klsGRPLBpmOMe30DPx44CW36wX1r4Lp5kHcUFoyC756A8gJnl11vSin+OuSvdPbvzNyNczlRcsLZJTlNfQK9rskhzu6sMgH9gcnAeOAvSqlz5rvUWi/QWsdqrWNDQkIuuVghxOXz83Dhxet78vnswXi6Grn3w3ge/mQn2aVm6HsbzIm3zbke9z68FQuJS6GJ9Et7unjy2qjXsFgtPLHhCaqsVc4uySnqE+jHgdrzVrYFMutos0prXaq1zgU2AL3tU6IQwp5i2wfy7SPD+dO4aNbsO8nVr67nk21pWN38YNI/4YGfwL8drJgFi6+F3MPOLrle2vm24/nBz5OYk8ibO990djlOUZ9AjwOilFIdlFKuwM3AyrPafAUMV0qZlFKewEBgv31LFULYi6vJwJwxUax6dDjdw315esUeZi7YSnJ2MYT3sXXDTH4NMhPhnSHw09/BUunssi9qQocJzOwyk0VJi1if3vIG21000LXWFmAOsBpbSC/TWicppWYrpWbXtNkPrAJ2A9uB97XWzWt2ICGaoY4h3ix5YBD/nNGLw9klTPz3Rl5bc4iKag1X3Qdz4iDmWlj/sm1+mNQtzi75op646gm6Bnblz5v/3OL60+VJUSEEALkllbzwzT6+TMikY7AXL93Qk0Edg2wbD6+Fbx+DgjTof7dtLLu7n1PrvZDUolRmfjOT6IBoFo1fhLEZLQAiT4oKIS4q2NuNN27uy+J7B1BltXLzgl/4v88TKSgzQ9Q18NAvMHgO7FwMbw+Cg6ucXfJ5tfNtxzODnmFX9i4W7l3o7HIajAS6EOIMI6JD+OEPI5k9shPLd2ZwzWvr+SohA+3iCeNfhPvXgoc/LJkJy++Hsjxnl1ynyR0mM6H9BOYlzCPpVJKzy2kQ0uUihDivfZlFPLViD4npBYyIDuHFaT2ICPQEixk2vQYb/gUeATDldYiZ4uxyz1FYWcgNK2/Ay8WLpVOW4mHycHZJV0y6XIQQl6VbuC9f/G4Iz0/txo6UPMa+vp531x/Bokww6kmY9RP4tIaltzXKq3U/Nz9eGPoCxwqP8fqO151djsNJoAshLshoUNw91DYvzLDOIfz9+wNc+9ZmEtMLILSnbdz6qKcgaYVtiGPyWmeXfIbB4YO5PeZ2lhxYwpaMxj9K50pIl4sQot601qxOyuLZr5LILankriHteXxcF7zdTJCZACsehJwDEHsvjHsBXL2cXTIAFZYKbvrmJiosFay4bgVeLo2jrsshXS5CCLtQSjGhRxhrHx/JbQPb8eGWFMa9tp4tR3JtDyTNWm8bCRO/CN4dARk7nV0yAO4md/465K9klWbx753/dnY5DiOBLoS4ZL7uLvxtWg8+nz0ED1cjd36wnU+3p4GLu20kzF0roaocPhgLG/4J1mpnl0yfVn24NeZWPj3wKTtPNo4fNPYmgS6EuGz92wWw4uGhDO0czJNf7OHFb/dRbdXQYQT8brPtKdMfX4CProXCDGeXyyN9HyHcO5zntjxHZXXjn8rgUkmgCyGuiK+7Cx/cFcvdQ9rz3sZjPPjfeEorLbbhjDMWwrT5kLkL5g+FA986tVZPF0+eHfwsKUUpzE+c79RaHEECXQhxxUxGA89f252/Xtednw7mMGP+VjILykEp6HMLPLjBtpDGp7fC93OdOtHXkPAhTOs8jUV7F3Ew76DT6nAECXQhhN3cObg9C+++iuN5ZVz39mYS0gtsG4I722ZwHPQQbJsPH4yDvGNOq/Px/o/j4+rDS9tealZrkUqgCyHsamR0CF88NAR3FwMz393KN7trlk8wucGEv8PM/0H+MdsomP1fO6VGf3d/Huv/GDuzd/L1UefU4AgS6EIIu4tq7cOXDw2lZxs/5nyyizfXHf7tSjhmCjy4EYI6w9Lb4Ye/QLWlwWuc1nkavUJ68Wr8qxSZixr8+I4ggS6EcIggbzf+98BAru/bhlfXHOKxpQlUVNUMXwxoB/eusi15t+U/tpWRik82aH0GZeCZgc9QUFnAW7veatBjO4oEuhDCYdxMRl67qTd/GhfNlwmZ3Pb+NnJLam6Imtxg8qtww3u2B5AWjITjDfv0eExQDDO7zGTpwaXsP9X0F1mTQBdCOJRSijljoph3Wz/2ZhQy7e3NHDpZ/FuDXjfB/WvA6AqLJsKOjxq0vjl95+Dn6scrca80+RukEuhCiAYxqWcYyx4cTKXFyvR5W/j5YPZvG0N7wqyfof0w+PoR+PZxqK5qkLp8XX15qM9DxJ+M56f0nxrkmI4igS6EaDC9I/z56uGhtA305N4P4/hoS8pvGz0D4bbPYcgjEPc+/Pf6BpuOd0b0DDr4deD1Ha9TZW2YHySOIIEuhGhQ4f4efD57MGO6tua5lUk8+9VeLNVW20aDEcb9zfZ0afo2eG8M5Dj+4R+TwcTj/R8npSiFZQeXOfx4jiKBLoRocF5uJt69oz+zRnRk8dZU7v0onqKKWlfGfW6Bu78Dcym8PxaO/uzwmka0HcGA0AHMT5zfZIcxSqALIZzCaFA8PSmGl2/oyZbkXKbP20LaqbLfGkRcBQ+sA7828PF0h98sVUrxp9g/UVhZyHu733PosRxFAl0I4VQ3D4hk8X0DyC6uZNq8zcSl1Oo394+Ee1dDh5G2m6VrnwcHjkSJCYphaqepLDmwhJOlDTsu3h4k0IUQTjekUzArHhqCn4cLt723jS92Hv9to7sv3LoM+t8Nm163rYpkMTusltm9Z1Ntrea9PU3vKl0CXQjRKHQM8WbFQ0Po186fPy5L5F+rD2K11lyNG00w5Q0Y/QzsXgqf3AgVjunnjvCJ4Pqo61l+eDkZJc6fw/1SSKALIRoNf09XFt87kJmxEbz1UzJzluyk3FwzXYBSMPIJuG4epGyCj6ZASY5D6pjVaxYGDLyb+K5D9u8oEuhCiEbF1WTg5ek9+fOkGL7fm8XMBVvJLqr4rUHf2+DmJZBzCBaOh4I0u9cQ6hXKTV1uYuWRlaQWpdp9/44igS6EaHSUUjwwoiPv3t6fwydLuO7tzSRlFv7WIHoc3LECSnPhg/GQfcDuNdzX8z5cja68k/iO3fftKBLoQohGa1z3UD6bPRiAG+dvZc2+WiNP2g2Ge74DqwU+nAQndtv12MEewczsMpPvj31PWpH9fwtwBAl0IUSj1qONH189PJTOrbyZ9d94Fmw48tskWqE9bNPwmjxsferHd9j12Hd2uxOTMrEoaZFd9+soEuhCiEavla87S2cNZmKPUF767gBPLt+D2VIzXUBQJ9uVurs/LL4OUrfa7bghniFM6zyNr5K/Irss++Lf4GQS6EKIJsHD1chbt/RjzujOLI1P586F2ygoqxmP/uuCGT6h8L8ZkPaL3Y57d4+7sWori5MW222fjlKvQFdKTVBKHVRKJSulnrxAu6uUUtVKqRn2K1EIIWwMBsWfxnfhtZt6szO1gBnzt1JaWbN8nW843P2NLdQ/ng5p2+xyzAifCCZ0mMCyQ8soqCiwyz4d5aKBrpQyAm8DE4FuwC1KqW7nafcPYLW9ixRCiNpu6NeWhXdfxZGcEl78rtZKQz6hcNc34N3aFurp2+1yvPt63Ee5pZwlB5fYZX+OUp8r9AFAstb6qNbaDHwKXFdHu98Dy4HG39EkhGjyhkUFM2t4Rz7ZlsZPtRfL8A2zXal7h8DHM+BE4hUfKyogiuFthrP0wFLM1Y6bduBK1SfQ2wDptd4fr/nsNKVUG+B6YP6FdqSUmqWUildKxefkOOYJLyFEy/HY2GiiW3sz9/Pdv/Wng6375c6vwM3HtlCGHeZUv73b7ZyqOMWqlFVXvC9HqU+gqzo+O3u6szeAuVrr6gvtSGu9QGsdq7WODQkJqWeJQghRN3cXI6/d1Ie8UjN/+SrpzI3+kXDXSlBGWDwN8lOu6FiDwwbTya8TH+/7uNGuPVqfQD8ORNR63xbIPKtNLPCpUioFmAHMU0pNs0eBQghxIT3a+PGHa6L4OjGTrxPPiqagTnDnl1BVZrtSv4K5X5RS3BpzK/vz9rMze+eVFe0g9Qn0OCBKKdVBKeUK3AysrN1Aa91Ba91ea90e+Bx4SGv9pb2LFUKIuswe2Yk+Ef785au9nKw97wtA6+5w22dQdMI2S2NlyWUfZ2qnqfi6+vK//f+7wood46KBrrW2AHOwjV7ZDyzTWicppWYrpWY7ukAhhLgYk9HAqzf1pqKqmrnLd5/bJRIxAG780DY9wLI7Lns+dQ+TBzOiZ7AubV2jnFq3XuPQtdbfaa2jtdadtNYv1nw2X2t9zk1QrfXdWuvP7V2oEEJcSKcQb56c0JWfD+awZHv6uQ26TICpb8CRH22rH11mP/jNXW4GYPmh5VdQrWPIk6JCiGbjzsHtGdo5iBe+3Xfm+qS/6ncnjHoKEpfAxn9d1jHCvMMY1mYYXyZ/icVqucKK7UsCXQjRbBgMin/O6I3RoHj8swSqrXVchY+cC71mwo8vwN4vLus406Omk1Oew4bjG66wYvuSQBdCNCvh/h48P7U7cSn5fLDp6LkNlIJr34SIQbBiNqTHXfIxRrQdQYhHCMsPN65uFwl0IUSzc0O/Nozv3pp/rT7EwazicxuY3ODm/9meKl16m20EzCUwGUxM6zyNTRmbyCrNslPVV04CXQjR7CileOn6nvh6mHhsacJvU+3W5hVsW8qusqRm5EvlJR3jhqgbsGorKw6vsFPVV04CXQjRLAV5u/HS9T3Zd6KIN388XHej1t3g+nfgeBx898Ql7b+tT1sGhQ3iqyNfNZonRyXQhRDN1rjuoczo35a3f0pmV1p+3Y26XQfD/gg7P4L4hZe0/2s7XUtGSQYJOQlXXqwdSKALIZq1Z6d2I8zPg8eXJVJuPs90U2Oegc7XwPdzL2l2xqsjr8bD5ME3R76xU7VXRgJdCNGs+bq78M8ZvTiaW8o/Vh2ou5HBCNcvAM9g+OxuqCiq1749XTwZHTGaVSmrqKqusl/Rl0kCXQjR7A3pHMw9Q9vz4ZYUNifn1t3IKwhmfAD5qfDNH+r9JOmUjlMoMhexMWOj/Qq+TBLoQogWYe6ErnQM8eJPnyVSWH6eq+l2Q2DMn2HvctjxYb32Ozh8MIHugXxz1PndLhLoQogW4de507OLK/l/Xyedv+HQx6DTGFj1FOSeZ3RMLSaDifHtx7Ph+AbKquqYbqABSaALIVqMPhH+PDyqE1/szGDV3vM8EGQwwLR3wMUdVjwI1Refr2Vsu7FUVlc6vdtFAl0I0aLMGRNFjza+/HnFHnJLzvMwkU8oTHkdMnbAxlcvus9+rfoR6B7IutR1dq720kigCyFaFFeTgddu6kNxpYWnvthz/oeCul8PPW+C9f+AjAuvUGQ0GBkdMZr1x9dTWX1pT5zakwS6EKLFiW7twxPjurBm30mW77zAQhWTXgHv1raul4tMDTC23VjKLGVszdxq52rrTwJdCNEi3TusAwM6BPL/ViaRUVBedyOPANvMjLmHYNPrF9zfgNAB+Lj6sDZ1rQOqrR8JdCFEi2Q0KF69sTdWrXnis0Ssdc2dDhB1DfSYYetLzzl43v25GF0Y1XYUP6X/5LSFLyTQhRAtVkSgJ3+Z0o0tR07x0daU8zec8Hdw8YSv/wDWOmZurDEqYhRF5iJ25+y2e631IYEuhGjRZl4VwZiurXj5+wMkZ5fU3ci7FYx7AdK2wK7/nndfg8IHYVRGNmVsclC1FyaBLoRo0ZRSvHxDTzxcjTy+LAFL9XmuwPveDu2Hw5q/QFlenU18XX3pHdJbAl0IIZylla87L07rSeLxQub9fKTuRkrBpH9CZTH8/Pfz7mt42+Hsz9tPTlmOg6o9Pwl0IYQAJvcK47o+4fxn3WH2ZhTW3ahVDMTeC3EfQHbdMzcObzMcwClX6RLoQghR46/X9iDI25XHliZQUXWeudNHPQ2u3vDDn+vcHB0QTSuPVhLoQgjhTH6eLrwyozeHs0t4bc2huht5BcGouZC8Fg6vOWezUoohbYawLWsbVn3+ETGOIIEuhBC1jIwO4fZBkby38Sjbjp6qu9FVD0BgJ1j9dJ2Tdw0IHUBhZSGH8y8+W6M9SaALIcRZnp4UQ2SgJ49/lkhJZR0PCZlc4ZrnbE+Q7l1+zubY1rEAxGXFObrUM0igCyHEWTxdTbx6Y28yC8p58dt9dTfqOhVa97BN3nXWVXqYdxhtvduyPWt7A1T7Gwl0IYSoQ2z7QGaN6MSS7en8eODkuQ0MBhj1JOQdgb2fn7N5QNgAdpzc0aD96BLoQghxHo+NjaJrqA9zl+8hv9R8boMuk6F1T1j/yjlX6bGtYykyF3Eo/zw3Vx1AAl0IIc7DzWRbtq6gzMwzX+49d+50g8E24iXvCOz57IxNV4VeBcCOkzsaqlwJdCGEuJBu4b784Zpovt1zgpWJmec26DoFQnvChlfA+tvY9daerWnl0Yo9uXsarNZ6BbpSaoJS6qBSKlkp9WQd229TSu2u+dqilOpt/1KFEMI5HhzRkX6R/jz7VRJZhRVnblQKhj8OeUfh0OpaHyt6hvRs0JkXLxroSikj8DYwEegG3KKU6nZWs2PASK11L+BvwAJ7FyqEEM5iMhp49aY+mC1W5i7ffW7XS9ep4NsGtr97xsc9g3uSXpxOfkV+g9RZnyv0AUCy1vqo1toMfApcV7uB1nqL1vrXin8B2tq3TCGEcK4OwV48Pakr6w/l8Mn2tDM3Gk0Qew8c/fmMRTB6hfQCaLBul/oEehsgvdb74zWfnc99wPd1bVBKzVJKxSul4nNyGn4mMiGEuBK3D2rH8KhgXvhmPym5pWdu7Hc3GF1h+3unP+oe1B2DMjRYt0t9Al3V8VmdazUppUZjC/S5dW3XWi/QWsdqrWNDQkLqX6UQQjQCSilemdELF6Pih31ZZ270DoEe0yFxCVQUAeDp4kln/86N6gr9OBBR631b4JxbvUqpXsD7wHVa6/NMgCCEEE1bmJ8Ha/84klkjOp27ccAsMJdAwienP+oZ3JO9uXUMeXSA+gR6HBCllOqglHIFbgZW1m6glIoEvgDu0Fo33Ch6IYRwgla+7nVvaNMP2l4F2xecXns0OiCaInMR2WXZDq/rooGutbYAc4DVwH5gmdY6SSk1Wyk1u6bZs0AQME8plaCUindYxUII0ZjF3md70CjDFoPRAdEADfLEqKk+jbTW3wHfnfXZ/Fqv7wfut29pQgjRBHWdZLs5mvQlRAwgKiAKsAX68LbDHXpoeVJUCCHsyd0POl8D+74EqxU/Nz9CvUIb5ApdAl0IIeyt2zQoyjij2+VwgeMXu5BAF0IIe+sy4bduF2yBfqzgGFXVVQ49rAS6EELY21ndLp38O2HRFtKK0y76rVdCAl0IIRyhVrdLO592AKQWpTr0kBLoQgjhCKe7XVYQ6RsJQFqRXKELIUTTc7rb5Sv8XHzwd/MntViu0IUQomnqOsXW7ZJzgEjfSLlCF0KIJqutbRk6MnfRzqed9KELIUSTFdQZXL0hcxcRvhGcLDtJZXWlww4ngS6EEI5iMEBYH8jcSbhXOAAnS0867nAO27MQQgho0xey9hLqHgRAVmnWRb7h8kmgCyGEI4X3hepKQstLAMgqk0AXQoimKbwfAK3zbSNcTpSccNihJNCFEMKRAtqDuz/uWXsJdA+UK3QhhGiylLJ1u2TuJNA9kLzyPIcdSgJdCCEcrU0/yN5PoJsf+ZX5DjuMBLoQQjhaeF+wWgjQBvIrJNCFEKLpqrkxGmCuIK9CulyEEKLp8g0Hr1YElhdSZC6iyuqYhS4k0IUQwtFqbowGFNpGuBRWFjrkMBLoQgjRENr0I6DINgbdUd0uEuhCCNEQwvviZ3AD5ApdCCGats7X4Hn7CgDKLeUOOYQEuhBCNASDEQ9XL0ACXQghmjxPF08AyqrKHLJ/CXQhhGggHiYPQK7QhRCiyfM01VyhW+QKXQghmjQ3oxsKJV0uQgjR1CmlmNBhAh39Ozpk/yaH7FUIIUSdXhnxisP2Xa8rdKXUBKXUQaVUslLqyTq2K6XUf2q271ZK9bN/qUIIIS7kooGulDICbwMTgW7ALUqpbmc1mwhE1XzNAt6xc51CCCEuoj5X6AOAZK31Ua21GfgUuO6sNtcBi7XNL4C/UirMzrUKIYS4gPoEehsgvdb74zWfXWoblFKzlFLxSqn4nJycS61VCCHEBdQn0FUdn+nLaIPWeoHWOlZrHRsSElKf+oQQQtRTfQL9OBBR631bIPMy2gghhHCg+gR6HBCllOqglHIFbgZWntVmJXBnzWiXQUCh1vqEnWsVQghxARcdh661tiil5gCrASOwUGudpJSaXbN9PvAdMAlIBsqAexxXshBCiLoorc/p6m6YAyuVA6Re5rcHA7l2LKcpkHNuGeScW4YrOed2Wus6b0I6LdCvhFIqXmsd6+w6GpKcc8sg59wyOOqcZS4XIYRoJiTQhRCimWiqgb7A2QU4gZxzyyDn3DI45JybZB+6EEKIczXVK3QhhBBnkUAXQohmolEHekuch70e53xbzbnuVkptUUr1dkad9nSxc67V7iqlVLVSakZD1ucI9TlnpdQopVSCUipJKbW+oWu0t3r82/ZTSn2tlEqsOecm/YCiUmqhUipbKbX3PNvtn19a60b5he2p1CNAR8AVSAS6ndVmEvA9tsnBBgHbnF13A5zzECCg5vXElnDOtdr9iO2p5BnOrrsB/p79gX1AZM37Vs6uuwHO+WngHzWvQ4A8wNXZtV/BOY8A+gF7z7Pd7vnVmK/QW+I87Bc9Z631Fq11fs3bX7BNhNaU1efvGeD3wHIguyGLc5D6nPOtwBda6zQArXVTP+/6nLMGfJRSCvDGFuiWhi3TfrTWG7Cdw/nYPb8ac6DbbR72JuRSz+c+bD/hm7KLnrNSqg1wPTC/AetypPr8PUcDAUqpn5VSO5RSdzZYdY5Rn3N+C4jBNlPrHuBRrbW1YcpzCrvnV2NeJNpu87A3IfU+H6XUaGyBPsyhFTlefc75DWCu1rradvHW5NXnnE1Af+BqwAPYqpT6RWt9yNHFOUh9znk8kACMAToBa5RSG7XWRQ6uzVnsnl+NOdBb4jzs9TofpVQv4H1gotb6VAPV5ij1OedY4NOaMA8GJimlLFrrLxukQvur77/tXK11KVCqlNoA9AaaaqDX55zvAV7Wtg7mZKXUMaArsL1hSmxwds+vxtzl0hLnYb/oOSulIoEvgDua8NVabRc9Z611B611e611e+Bz4KEmHOZQv3/bXwHDlVImpZQnMBDY38B12lN9zjkN228kKKVaA12Aow1aZcOye3412it03QLnYa/nOT8LBAHzaq5YLboJz1RXz3NuVupzzlrr/UqpVcBuwAq8r7Wuc/hbU1DPv+e/AR8qpfZg646Yq7VustPqKqWWAKOAYKXUceA5wAUcl1/y6L8QQjQTjbnLRQghxCWQQBdCiGZCAl0IIZoJCXQhhGgmJNCFEKKZkEAXQohmQgJdCCGaif8POR0tf+eUF30AAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(x10[:10], var10x10[0, ...])\n", + "plt.plot(x100[:100], var100x100[0, ...])\n", + "plt.plot(x1000[:1000], var1000x1000[0, ...])" + ] + }, + { + "cell_type": "code", + "execution_count": 316, + "id": "391924b4-7027-46b0-ac95-a34e8b4d848e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 316, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(x10, var10x10.flat)\n", + "plt.plot(x100, var100x100.flat)\n", + "plt.plot(x1000, var1000x1000.flat)" + ] + }, + { + "cell_type": "code", + "execution_count": 247, + "id": "6f31d15d-b0ae-403f-8889-a68452ab140d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 247, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPUAAAD4CAYAAAA0L6C7AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAAJ2klEQVR4nO3d34teB53H8ffHmZaaarHG7EWTsKkgahGWyiDVghetF7qKvdmLChXWm9ysWkWQujf+AyJ6IUKoemOxF7EXIsW6rHqxF5t1mhZsmsp2q9vE1nXMutottfnRrxczQsyv5+TJOZ6ZL+8XBDIzJyefTued8zzPnLSpKiT18bq5B0gal1FLzRi11IxRS80YtdTM6hQnfcubV+rA/utGP++rdW70cwK8UuNvfeW160c/5+Z5x98K8OrZSb4UOHtmZZLz5kxGP+fqH0c/JQCv+9+XRz/nH3mZ0/XqJT8Jk/ybPLD/Ov7jsf2jn/e/zvz/6OcEOHb6b0Y/51OvjP/PD/DUS7dMct7//N2eSc772/+5aZLz3nBi/D80b37mtdHPCfDGh/999HMeqX+97Md8+C01Y9RSM0YtNWPUUjNGLTVj1FIzg6JO8sEkP0/ybJIHph4laXkLo06yAnwN+BBwG/CxJLdNPUzScoZcqd8DPFtVz1XVaeBh4J5pZ0la1pCo9wInznv75Nb7/kKSg0nWk6xvnJrmdk5Jiw2J+lL3l170n0upqkNVtVZVa3t2T3O/r6TFhkR9Ejj/RuZ9wAvTzJF0rYZE/VPgbUluTXI9cC/wvWlnSVrWwr+lVVVnk3wSeAxYAb5ZVccmXyZpKYP+6mVVPQo8OvEWSSPwjjKpGaOWmjFqqRmjlpoxaqkZo5aaMWqpGaOWmjFqqRmjlpoxaqkZo5aaMWqpGaOWmjFqqRmjlpoxaqkZo5aaMWqpGaOWmjFqqRmjlpoxaqkZo5aaMWqpGaOWmjFqqRmjlpoxaqkZo5aaMWqpGaOWmjFqqRmjlpoxaqmZhVEn2Z/kx0mOJzmW5P6/xjBJy1kdcMxZ4HNVdTTJG4HHk/xLVT098TZJS1h4pa6qF6vq6NbPXwKOA3unHiZpOVf1nDrJAeB24MglPnYwyXqS9Y1T50aaJ+lqDY46yRuA7wKfqao/XPjxqjpUVWtVtbZn98qYGyVdhUFRJ7mOzaAfqqpHpp0k6VoMefU7wDeA41X15eknSboWQ67UdwIfB+5K8uTWj7+feJekJS38llZV/RuQv8IWSSPwjjKpGaOWmjFqqRmjlpoxaqkZo5aaMWqpGaOWmjFqqRmjlpoxaqkZo5aaMWqpGaOWmjFqqRmjlpoxaqkZo5aaMWqpGaOWmjFqqRmjlpoxaqkZo5aaMWqpGaOWmjFqqRmjlpoxaqkZo5aaMWqpGaOWmjFqqRmjlpoZHHWSlSRPJPn+lIMkXZuruVLfDxyfaoikcQyKOsk+4MPAg9POkXSthl6pvwJ8HnjtcgckOZhkPcn6xqlzY2yTtISFUSf5CPCbqnr8SsdV1aGqWquqtT27V0YbKOnqDLlS3wl8NMkvgYeBu5J8e9JVkpa2MOqq+kJV7auqA8C9wI+q6r7Jl0lait+nlppZvZqDq+onwE8mWSJpFF6ppWaMWmrGqKVmjFpqxqilZoxaasaopWaMWmrGqKVmjFpqxqilZoxaasaopWaMWmrGqKVmjFpqxqilZoxaasaopWaMWmrGqKVmjFpqxqilZoxaasaopWaMWmrGqKVmjFpqxqilZoxaasaopWaMWmrGqKVmjFpqxqilZgZFneRNSQ4neSbJ8STvnXqYpOWsDjzuq8APquofklwP7Jpwk6RrsDDqJDcB7wf+EaCqTgOnp50laVlDHn6/FdgAvpXkiSQPJrnxwoOSHEyynmR949S50YdKGmZI1KvAu4GvV9XtwMvAAxceVFWHqmqtqtb27F4ZeaakoYZEfRI4WVVHtt4+zGbkkrahhVFX1a+BE0nevvWuu4GnJ10laWlDX/3+FPDQ1ivfzwGfmG6SpGsxKOqqehJYm3aKpDF4R5nUjFFLzRi11IxRS80YtdSMUUvNGLXUjFFLzRi11IxRS80YtdSMUUvNGLXUjFFLzRi11IxRS80YtdSMUUvNGLXUjFFLzRi11IxRS80YtdSMUUvNGLXUjFFLzRi11IxRS80YtdSMUUvNGLXUjFFLzRi11IxRS80MijrJZ5McS/JUku8kuWHqYZKWszDqJHuBTwNrVfUuYAW4d+phkpYz9OH3KvD6JKvALuCF6SZJuhYLo66qXwFfAp4HXgR+X1U/vPC4JAeTrCdZ3zh1bvylkgYZ8vD7ZuAe4FbgFuDGJPddeFxVHaqqtapa27N7ZfylkgYZ8vD7A8Avqmqjqs4AjwDvm3aWpGUNifp54I4ku5IEuBs4Pu0sScsa8pz6CHAYOAr8bOvXHJp4l6QlrQ45qKq+CHxx4i2SRuAdZVIzRi01Y9RSM0YtNWPUUjNGLTVj1FIzRi01Y9RSM0YtNWPUUjNGLTVj1FIzRi01Y9RSM0YtNWPUUjNGLTVj1FIzRi01Y9RSM0YtNWPUUjNGLTVj1FIzRi01Y9RSM6mq8U+abAD/PeDQtwC/HX3AdHbS3p20FXbW3u2w9W+ras+lPjBJ1EMlWa+qtdkGXKWdtHcnbYWdtXe7b/Xht9SMUUvNzB31Tvuf1++kvTtpK+ysvdt666zPqSWNb+4rtaSRGbXUzGxRJ/lgkp8neTbJA3PtWCTJ/iQ/TnI8ybEk98+9aYgkK0meSPL9ubdcSZI3JTmc5Jmtz/F75950JUk+u/V18FSS7yS5Ye5NF5ol6iQrwNeADwG3AR9LctscWwY4C3yuqt4J3AH80zbeer77geNzjxjgq8APquodwN+xjTcn2Qt8GlirqncBK8C986662FxX6vcAz1bVc1V1GngYuGemLVdUVS9W1dGtn7/E5hfd3nlXXVmSfcCHgQfn3nIlSW4C3g98A6CqTlfV/806arFV4PVJVoFdwAsz77nIXFHvBU6c9/ZJtnkoAEkOALcDR2aesshXgM8Dr828Y5G3AhvAt7aeKjyY5Ma5R11OVf0K+BLwPPAi8Puq+uG8qy42V9S5xPu29ffWkrwB+C7wmar6w9x7LifJR4DfVNXjc28ZYBV4N/D1qrodeBnYzq+v3MzmI8pbgVuAG5PcN++qi80V9Ulg/3lv72MbPoz5syTXsRn0Q1X1yNx7FrgT+GiSX7L5tOauJN+ed9JlnQROVtWfH/kcZjPy7eoDwC+qaqOqzgCPAO+bedNF5or6p8Dbktya5Ho2X2z43kxbrihJ2HzOd7yqvjz3nkWq6gtVta+qDrD5ef1RVW27qwlAVf0aOJHk7Vvvuht4esZJizwP3JFk19bXxd1swxf2Vuf4TavqbJJPAo+x+QriN6vq2BxbBrgT+DjwsyRPbr3vn6vq0fkmtfIp4KGtP9yfAz4x857LqqojSQ4DR9n8rsgTbMNbRr1NVGrGO8qkZoxaasaopWaMWmrGqKVmjFpqxqilZv4EpW4ndOhtsf4AAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "x10, y10, var10x10 = np.loadtxt(\"gpu/pyamgx/LinearPCGSolver/100/solution.tsv\", skiprows=1, unpack=True)\n", + "var10x10 = var10x10.reshape((10,10))\n", + "plt.imshow(var10x10)" + ] + }, + { + "cell_type": "code", + "execution_count": 248, + "id": "8f60c677-90b2-4939-a1b8-94548ff289ef", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 248, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "x100, y100, var100x100 = np.loadtxt(\"gpu/pyamgx/LinearPCGSolver/10000/solution.tsv\", skiprows=1, unpack=True)\n", + "var100x100 = var100x100.reshape((100,100))\n", + "plt.imshow(var100x100)" + ] + }, + { + "cell_type": "code", + "execution_count": 249, + "id": "55f61e6a-d775-4c49-b742-7577198977de", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 249, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "x1000, y1000, var1000x1000 = np.loadtxt(\"gpu/pyamgx/LinearPCGSolver/1000000/solution.tsv\", skiprows=1, unpack=True)\n", + "var1000x1000 = var1000x1000.reshape((1000,1000))\n", + "plt.imshow(var1000x1000)" + ] + }, + { + "cell_type": "code", + "execution_count": 250, + "id": "c105cbd1-4bc6-48cf-abe6-2d8f4a807a0d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 250, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(x10[:10], var10x10[0, ...])\n", + "plt.plot(x100[:100], var100x100[0, ...])\n", + "plt.plot(x1000[:1000], var1000x1000[0, ...])" + ] + }, + { + "cell_type": "code", + "execution_count": 242, + "id": "05ad79f3-93ab-4350-a09d-ea089e51dee4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(10,)" + ] + }, + "execution_count": 242, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "var10x10[..., 0].shape" + ] + }, + { + "cell_type": "code", + "execution_count": 251, + "id": "ad2ad15f-2390-4fd1-ae85-891d62e24c5f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "31.0" + ] + }, + "execution_count": 251, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dd6427dd-c556-423d-a732-b4770ca06aa7", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.4" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 2f221d8cb50f64c4a51b11a0c238767b586c6f33 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 19 Jul 2022 09:55:46 -0400 Subject: [PATCH 110/303] Save results in `.npz` instead of `.tsv` https://numpy.org/doc/stable/reference/generated/numpy.savez.html Soooooo much faster (and [documented!](https://numpy.org/doc/stable/reference/generated/numpy.lib.format.html#module-numpy.lib.format)) --- examples/benchmarking/solvers/diffusion.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/examples/benchmarking/solvers/diffusion.py b/examples/benchmarking/solvers/diffusion.py index b233ed28ea..ccfec85252 100644 --- a/examples/benchmarking/solvers/diffusion.py +++ b/examples/benchmarking/solvers/diffusion.py @@ -89,5 +89,7 @@ solver._log.debug(json.dumps(state)) if (args.output is not None) and (parallelComm.procID == 0): - filename = os.path.join(path, "solution.tsv") - fp.viewers.TSVViewer(vars=var).plot(filename=filename) + filename = os.path.join(path, "solution.npz") + x, y, value = [field.reshape((mesh.nx, mesh.ny)) + for field in mesh.x, mesh.y, var.value] + numerix.savez(filename, x=mesh.x, y=mesh.y, value=value) From 6366ea09c8a5edafa3c642382161b15ec41dd6c4 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 21 Jul 2022 18:07:08 -0400 Subject: [PATCH 111/303] Log much more information about FiPy environment Remove obsolete vitals module (svn, really???) --- fipy/__init__.py | 17 +++- fipy/tools/__init__.py | 2 - fipy/tools/logging/__init__.py | 58 ------------- fipy/tools/logging/environment.py | 119 +++++++++++++++++++++++++ fipy/tools/vitals.py | 139 ------------------------------ 5 files changed, 133 insertions(+), 202 deletions(-) create mode 100644 fipy/tools/logging/environment.py delete mode 100644 fipy/tools/vitals.py diff --git a/fipy/__init__.py b/fipy/__init__.py index 7da9d4f4a2..9826c31fb2 100644 --- a/fipy/__init__.py +++ b/fipy/__init__.py @@ -53,9 +53,20 @@ __version__ = get_versions()['version'] del get_versions -from fipy.tools.logging import package_info -_log.info(json.dumps(package_info())) -del package_info + +from fipy.tools.logging import environment + +_fipy_environment = { + "argv": sys.argv, + "platform": environment.platform_info(), + "package": environment.package_info() +} + +if _log.isEnabledFor(logging.DEBUG): + _fipy_environment["conda"] = environment.conda_info() + +_log.debug(json.dumps(_fipy_environment)) + from fipy.boundaryConditions import * from fipy.meshes import * diff --git a/fipy/tools/__init__.py b/fipy/tools/__init__.py index f082f6e2f6..ff2ab116d6 100644 --- a/fipy/tools/__init__.py +++ b/fipy/tools/__init__.py @@ -44,7 +44,6 @@ import fipy.tools.vector from .dimensions.physicalField import PhysicalField from fipy.tools.numerix import * -from fipy.tools.vitals import Vitals from fipy.tools.sharedtempfile import SharedTemporaryFile __all__ = ["serialComm", @@ -53,7 +52,6 @@ "numerix", "vector", "PhysicalField", - "Vitals", "serial", "parallel", "SharedTemporaryFile"] diff --git a/fipy/tools/logging/__init__.py b/fipy/tools/logging/__init__.py index 0dd37448a4..e69de29bb2 100644 --- a/fipy/tools/logging/__init__.py +++ b/fipy/tools/logging/__init__.py @@ -1,58 +0,0 @@ -import sys - -def package_info(): - packages = {} - - packages['python'] = sys.version.replace('\n', '| ') - - for pkg in ['fipy', 'numpy', 'pysparse', 'scipy', 'matplotlib', 'mpi4py', 'petsc4py', 'pyamgx']: - try: - mod = __import__(pkg) - - packages[pkg] = mod.__version__ - except ImportError as e: - packages[pkg] = 'not installed' - - except Exception as e: - packages[pkg] = 'version check failed: {}'.format(e) - - ## PyTrilinos - try: - import PyTrilinos - packages['PyTrilinos'] = PyTrilinos.version() - except ImportError as e: - packages['PyTrilinos'] = 'not installed' - except Exception as e: - packages['PyTrilinos'] = 'version check failed: {}'.format(e) - - ## Mayavi uses a non-standard approach for storing its version number. - try: - from mayavi.__version__ import __version__ as mayaviversion - packages['mayavi'] = mayaviversion - except ImportError as e: - try: - from enthought.mayavi.__version__ import __version__ as mayaviversion - packages['mayavi'] = mayaviversion - except ImportError as e: - packages['mayavi'] = 'not installed' - except Exception as e: - packages['mayavi'] = 'version check failed: {}'.format(e) - - ## Gmsh version - try: - from fipy.meshes.gmshMesh import gmshVersion - gmshversion = gmshVersion() - if gmshversion is None: - packages['gmsh'] = 'not installed' - else: - packages['gmsh'] = gmshversion - except Exception as e: - packages['gmsh'] = 'version check failed: {}'.format(e) - - try: - from fipy.solvers import solver_suite - packages['solver'] = solver_suite - except Exception as e: - packages['solver'] = str(e) - - return packages diff --git a/fipy/tools/logging/environment.py b/fipy/tools/logging/environment.py new file mode 100644 index 0000000000..d8ed5b016d --- /dev/null +++ b/fipy/tools/logging/environment.py @@ -0,0 +1,119 @@ +import json +import platform +import subprocess +import sys + +__all__ = ["conda_info", "package_info", "platform_info"] + +def conda_info(conda="conda"): + """Collect information about conda environment. + + Parameters + ---------- + conda : str + Name of conda executable (default: "conda"). + + Returns + ------- + dict + Result of `conda info` and `conda env export` for active conda + environment. + """ + info = {} + p = subprocess.Popen([conda, "info", "--json"], stdout=subprocess.PIPE) + stdout, _ = p.communicate() + stdout = stdout.decode('ascii') + + info["conda_info"] = json.loads(stdout) + p = subprocess.Popen([conda, "env", "export", + "--name", info["conda_info"]["active_prefix_name"], + "--json"], + stdout=subprocess.PIPE) + stdout, _ = p.communicate() + stdout = stdout.decode('ascii') + info["conda_env"] = json.loads(stdout) + + return info + +def package_info(): + """Collect information about installed packages FiPy uses. + + Returns + ------- + dict + Versions of important Python packages. + """ + packages = {} + + packages['python'] = sys.version #.replace('\n', '| ') + + for pkg in ['fipy', 'numpy', 'pysparse', 'scipy', 'matplotlib', 'mpi4py', 'petsc4py', 'pyamgx']: + try: + mod = __import__(pkg) + + packages[pkg] = mod.__version__ + except ImportError as e: + packages[pkg] = 'not installed' + + except Exception as e: + packages[pkg] = 'version check failed: {}'.format(e) + + ## PyTrilinos + try: + import PyTrilinos + packages['PyTrilinos'] = PyTrilinos.version() + except ImportError as e: + packages['PyTrilinos'] = 'not installed' + except Exception as e: + packages['PyTrilinos'] = 'version check failed: {}'.format(e) + + ## Mayavi uses a non-standard approach for storing its version number. + try: + from mayavi.__version__ import __version__ as mayaviversion + packages['mayavi'] = mayaviversion + except ImportError as e: + try: + from enthought.mayavi.__version__ import __version__ as mayaviversion + packages['mayavi'] = mayaviversion + except ImportError as e: + packages['mayavi'] = 'not installed' + except Exception as e: + packages['mayavi'] = 'version check failed: {}'.format(e) + + ## Gmsh version + try: + from fipy.meshes.gmshMesh import gmshVersion + gmshversion = gmshVersion() + if gmshversion is None: + packages['gmsh'] = 'not installed' + else: + packages['gmsh'] = gmshversion + except Exception as e: + packages['gmsh'] = 'version check failed: {}'.format(e) + + try: + from fipy.solvers import solver_suite + packages['solver'] = solver_suite + except Exception as e: + packages['solver'] = str(e) + + return packages + +def platform_info(): + """Collect information about platform Python is running in. + + Returns + ------- + dict + Data extracted from `platform` package. + """ + return { + "architecture": platform.architecture(), + "machine": platform.machine(), + "node": platform.node(), + "platform": platform.platform(), + "processor": platform.processor(), + "release": platform.release(), + "system": platform.system(), + "version": platform.version() + } diff --git a/fipy/tools/vitals.py b/fipy/tools/vitals.py deleted file mode 100644 index be62b50c78..0000000000 --- a/fipy/tools/vitals.py +++ /dev/null @@ -1,139 +0,0 @@ -from __future__ import print_function -from __future__ import unicode_literals -from builtins import zip -from builtins import str -import os -import platform -import subprocess -import sys -from xml.dom.minidom import Document - -import fipy - -__all__ = ["Vitals"] -from future.utils import text_to_native_str -__all__ = [text_to_native_str(n) for n in __all__] - -class Vitals(Document): - """Returns XML formatted information about current FiPy environment - """ - - def __init__(self): - Document.__init__(self) - - self.top = self.createElementNS("http://www.ctcms.nist.gov/fipy", "FiPy") - Document.appendChild(self, self.top) - - self.appendChild(self.tupleToXML(sys.argv, "sys.argv")) - - version = self.createElement("version") - self.appendChild(version) - version.appendChild(self.createTextNode(fipy.__version__)) - - path = self.createElement("path") - fipypath = os.path.dirname(fipy.__file__) - path.appendChild(self.createTextNode(fipypath)) - self.appendChild(path) - - self.appendChild(self.svn(fipypath)) - - self.appendChild(self.dictToXML(os.environ, "environ")) - - pyth = self.createElement("python") - - implementation = self.createElement("implementation") - if hasattr(platform, "python_implementation"): - implementation.appendChild(self.createTextNode(platform.python_implementation())) - else: - implementation.appendChild(self.createTextNode("unknown")) - pyth.appendChild(implementation) - - pversion = self.createElement("version") - pversion.appendChild(self.createTextNode(platform.python_version())) - pyth.appendChild(pversion) - - compiler = self.createElement("compiler") - compiler.appendChild(self.createTextNode(platform.python_compiler())) - pyth.appendChild(compiler) - - pyth.appendChild(self.tupleToXML(platform.python_build(), "build", - keys=("buildno", "builddate"))) - - pyth.appendChild(self.tupleToXML(platform.architecture(), "architecture", - keys=("bits", "linkage"))) - - pyth.appendChild(self.tupleToXML(platform.uname(), "uname", - keys=("system", "node", "release", "version", "machine", "processor"))) - - self.appendChild(pyth) - - def appendChild(self, child): - self.top.appendChild(child) - - def dictToXML(self, d, name): - elem = self.createElement(name) - for key, value in list(d.items()): - keyelem = self.createElement(key) - keyelem.appendChild(self.createTextNode(str(value))) - elem.appendChild(keyelem) - - return elem - - def tupleToXML(self, t, name, keys=None): - elem = self.createElement(name) - if keys is not None: - for key, value in zip(keys, t): - keyelem = self.createElement(key) - keyelem.appendChild(self.createTextNode(str(value))) - elem.appendChild(keyelem) - else: - for value in t: - elem.appendChild(self.createTextNode(str(value))) - - return elem - - def svncmd(self, cmd, *args): - elem = self.createElement(cmd) - p = subprocess.Popen(["svn", cmd] + list(args), stdout=subprocess.PIPE) - info = p.communicate()[0] - if p.returncode == 0: - elem.appendChild(self.createTextNode(info)) - else: - raise OSError - - return elem - - def svn(self, *args): - elem = self.createElement("svn") - for cmd in ["info", "status", "diff"]: - try: - elem.appendChild(self.svncmd(cmd, *args)) - except: - pass - - return elem - - def __str__(self): - return self.toprettyxml() - - def save(self, fname): - f = open(fname, 'w') - self.writexml(f, indent=" ", addindent=" ", newl="\n") - f.close() - - def appendInfo(self, name, svnpath=None, **kwargs): - """append some additional information, possibly about a project under a separate svn repository - """ - elem = self.dictToXML(kwargs, name) - if svnpath is not None: - elem.appendChild(self.svn(svnpath)) - self.appendChild(elem) - -if __name__ == "__main__": - v = Vitals() - - solar = v.createElement("solar") - solar.appendChild(v.svn("/Users/guyer/Documents/research/codes/solar-dimensionless")) - v.appendChild(solar) - - print(v) From 855e194e520f6e7515c7fd3f5d0682708e27d5e9 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 21 Jul 2022 21:26:38 -0400 Subject: [PATCH 112/303] Attempt to make problem less stiff - Use harmonic, rather than arithmetic, mean - Enable setting other (non-zero) Dirichlet boundary conditions --- examples/benchmarking/solvers/diffusion.py | 10 +++++++--- 1 file changed, 7 insertions(+), 3 deletions(-) diff --git a/examples/benchmarking/solvers/diffusion.py b/examples/benchmarking/solvers/diffusion.py index ccfec85252..abee493ffa 100644 --- a/examples/benchmarking/solvers/diffusion.py +++ b/examples/benchmarking/solvers/diffusion.py @@ -22,6 +22,10 @@ type=int, default=1000) parser.add_argument("--tolerance", help="linear solver tolerance", type=float, default=1e-10) +parser.add_argument("--left", help="value of left-hand Dirichlet condition", + type=float, default=1.) +parser.add_argument("--right", help="value of right-hand Dirichlet condition", + type=float, default=0.) args, unknowns = parser.parse_known_args() @@ -29,10 +33,10 @@ mesh = fp.Grid2D(nx=N, Lx=1., ny=N, Ly=1.) var = fp.CellVariable(mesh=mesh, value=1., hasOld=True) -var.constrain(1., where=mesh.facesLeft) -var.constrain(0., where=mesh.facesRight) +var.constrain(args.left, where=mesh.facesLeft) +var.constrain(args.right, where=mesh.facesRight) -eq = fp.TransientTerm() == fp.DiffusionTerm(coeff=var) +eq = fp.TransientTerm() == fp.DiffusionTerm(coeff=var.harmonicFaceValue) precon = None From 38b307e262c87c2d17f29a8ad52574365cae0be2 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 22 Jul 2022 16:15:29 -0400 Subject: [PATCH 113/303] Make executable --- examples/benchmarking/solvers/setup.sh | 0 1 file changed, 0 insertions(+), 0 deletions(-) mode change 100644 => 100755 examples/benchmarking/solvers/setup.sh diff --git a/examples/benchmarking/solvers/setup.sh b/examples/benchmarking/solvers/setup.sh old mode 100644 new mode 100755 From bc809648772802fec076accc79e3bfd269d466f2 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 22 Jul 2022 16:16:02 -0400 Subject: [PATCH 114/303] Add FIPY_LOG_CONFIG only when stipulated --- examples/benchmarking/solvers/setup.sh | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/examples/benchmarking/solvers/setup.sh b/examples/benchmarking/solvers/setup.sh index 3ab626bfc5..1bdd94059a 100755 --- a/examples/benchmarking/solvers/setup.sh +++ b/examples/benchmarking/solvers/setup.sh @@ -67,12 +67,15 @@ if [[ -n $LOGCONFIG ]]; then fi sed -i -e "s:%LOGFILE%:${LOGFILE}:g" $LOGCONFIG + + LOGCONFIGENV="FIPY_LOG_CONFIG=${LOGCONFIG}" fi # https://stackoverflow.com/a/56155771/2019542 eval "$(conda shell.bash hook)" conda activate $ENV -env FIPY_LOG_CONFIG=${LOGCONFIG} $@ +echo ${LOGCONFIGENV} "$@" +env ${LOGCONFIGENV} "$@" if [[ -n $tmp_dir ]]; then rm -rf ${LOGCONFIG} From c5ea3f7da45611591c7529e458bcc8be7ef10d95 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 22 Jul 2022 16:16:39 -0400 Subject: [PATCH 115/303] Remove entire temporary directory Not just config file --- examples/benchmarking/solvers/setup.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/benchmarking/solvers/setup.sh b/examples/benchmarking/solvers/setup.sh index 1bdd94059a..b8cf8dab3f 100755 --- a/examples/benchmarking/solvers/setup.sh +++ b/examples/benchmarking/solvers/setup.sh @@ -78,5 +78,5 @@ echo ${LOGCONFIGENV} "$@" env ${LOGCONFIGENV} "$@" if [[ -n $tmp_dir ]]; then - rm -rf ${LOGCONFIG} + rm -rf ${tmp_dir} fi From 6792b9112098838c7618f8685e7833f7b2a62f02 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 22 Jul 2022 16:18:09 -0400 Subject: [PATCH 116/303] Abort if attempting to precondition LU --- examples/benchmarking/solvers/diffusion.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/examples/benchmarking/solvers/diffusion.py b/examples/benchmarking/solvers/diffusion.py index abee493ffa..03365cc53b 100644 --- a/examples/benchmarking/solvers/diffusion.py +++ b/examples/benchmarking/solvers/diffusion.py @@ -56,6 +56,10 @@ elif args.solver == "gmres": solver_class = fp.LinearGMRESSolver elif args.solver == "lu": + if args.preconditioner != "none": + # preconditioned lu doesn't make any sense + exit() + solver_class = fp.LinearLUSolver elif args.solver == "pcg": solver_class = fp.LinearPCGSolver From c8d6b458595764b1699a23a72deb587d38b347e4 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 22 Jul 2022 16:18:49 -0400 Subject: [PATCH 117/303] Fix syntax of list comprehension from tuple --- examples/benchmarking/solvers/diffusion.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/benchmarking/solvers/diffusion.py b/examples/benchmarking/solvers/diffusion.py index 03365cc53b..e773bcb05a 100644 --- a/examples/benchmarking/solvers/diffusion.py +++ b/examples/benchmarking/solvers/diffusion.py @@ -99,5 +99,5 @@ if (args.output is not None) and (parallelComm.procID == 0): filename = os.path.join(path, "solution.npz") x, y, value = [field.reshape((mesh.nx, mesh.ny)) - for field in mesh.x, mesh.y, var.value] + for field in (mesh.x, mesh.y, var.value)] numerix.savez(filename, x=mesh.x, y=mesh.y, value=value) From 38c63ab26a8e5a68377676705dc9ca5f04d4c353 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 22 Jul 2022 16:19:24 -0400 Subject: [PATCH 118/303] Record location of output file --- examples/benchmarking/solvers/diffusion.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/examples/benchmarking/solvers/diffusion.py b/examples/benchmarking/solvers/diffusion.py index e773bcb05a..b6b12b3dc9 100644 --- a/examples/benchmarking/solvers/diffusion.py +++ b/examples/benchmarking/solvers/diffusion.py @@ -101,3 +101,5 @@ x, y, value = [field.reshape((mesh.nx, mesh.ny)) for field in (mesh.x, mesh.y, var.value)] numerix.savez(filename, x=mesh.x, y=mesh.y, value=value) + + solver._log.debug("result stored in {}".format(filename) From 82891ff13ec1c4bffe0d91c8b6dedfe0603df380 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 22 Jul 2022 16:30:03 -0400 Subject: [PATCH 119/303] Add intercomparison between solvers --- examples/benchmarking/solvers/Analyze.ipynb | 1757 +++++++++++++------ 1 file changed, 1200 insertions(+), 557 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index bdb3e2746d..84ce53d126 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -1,8 +1,16 @@ { "cells": [ + { + "cell_type": "markdown", + "id": "eb39f7fe-5e2a-4d07-ba67-7649c8eacbe8", + "metadata": {}, + "source": [ + "## imports" + ] + }, { "cell_type": "code", - "execution_count": 285, + "execution_count": 158, "id": "10cb75b9-d1a2-4ddc-90bf-68a382e059c4", "metadata": {}, "outputs": [], @@ -10,13 +18,24 @@ "import glob\n", "import json\n", "import numpy as np\n", + "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", - "import pandas as pd" + "import pandas as pd\n", + "from scipy import ndimage\n", + "import uuid" + ] + }, + { + "cell_type": "markdown", + "id": "37d1b116-ff9f-4fda-916f-f273b38739cd", + "metadata": {}, + "source": [ + "## utilities" ] }, { "cell_type": "code", - "execution_count": 312, + "execution_count": 254, "id": "2f9b52f9-53f1-478b-8eea-a4c83f7d13c5", "metadata": {}, "outputs": [], @@ -49,10 +68,13 @@ " state = json.loads(msg)\n", " state[\"time_stamp\"] = time_stamp\n", " state[\"solver_class\"] = logger.split('.')[-1]\n", + " state[\"solve_time\"] = str(solve_time)\n", + " if state[\"state\"] == \"START\":\n", + " state[\"uuid\"] = uuid.uuid4()\n", + " elif state[\"state\"] == \"END\":\n", + " state[\"uuid\"] = np.nan\n", " state.update(versions)\n", " events.append(state.copy())\n", - " # if state[\"state\"] == \"START\":\n", - " # elif state[\"state\"] == \"END\"\n", " elif (level, function) == (\"DEBUG\", \"_setConvergence\"):\n", " state[\"state\"] = \"SWEEP\"\n", " event = json.loads(msg)\n", @@ -64,11 +86,9 @@ " elif (level, function) == (\"DEBUG\", \"_solve_\"):\n", " if msg == \"BEGIN solve\":\n", " begin_time = pd.to_datetime(time_stamp)\n", - " # print(\"begin\", time_stamp, begin_time)\n", " solve_time = np.nan\n", " elif msg == \"END solve\":\n", " solve_time = pd.to_datetime(time_stamp) - begin_time\n", - " # print(\"end\", time_stamp, solve_time)\n", " begin_time = np.nan\n", "\n", " return events\n", @@ -76,6 +96,7 @@ "def events2df(events):\n", " df = pd.json_normalize(events)\n", " df[\"time_stamp\"] = pd.to_datetime(df[\"time_stamp\"])\n", + " df[\"solve_time\"] = pd.to_timedelta(df[\"solve_time\"]) \n", " df.loc[df[\"preconditioner\"].isna()\n", " | (df[\"preconditioner\"] == \"NoneType\"), \"preconditioner\"] = \"unpreconditioned\"\n", "\n", @@ -98,7 +119,7 @@ }, { "cell_type": "code", - "execution_count": 327, + "execution_count": 255, "id": "1663a78e-be26-47ad-bf6a-197ca146e04a", "metadata": {}, "outputs": [], @@ -135,6 +156,236 @@ " plt.xlabel(\"sweep\") " ] }, + { + "cell_type": "code", + "execution_count": 256, + "id": "127d4d58-bf4b-4623-96c4-efc95b9c1518", + "metadata": {}, + "outputs": [], + "source": [ + "def sort_directories_numerically(paths):\n", + " splitted = [s.split('/') for s in paths]\n", + " splitted = [s[:-2] + [int(s[-2]), s[-1]] for s in splitted]\n", + " splitted.sort()\n", + " splitted = [s[:-2] + [str(s[-2]), s[-1]] for s in splitted]\n", + " return ['/'.join(s) for s in splitted]\n", + "\n", + "def read_tsv(tsv):\n", + " x, y, v = np.loadtxt(tsv, skiprows=1, unpack=True)\n", + " N = int(np.sqrt(len(x)))\n", + " return [field.reshape((N,N)) for field in (x, y, v)] + [N]\n", + "\n", + "def read_npz(npz):\n", + " data = np.load(npz)\n", + " return data[\"x\"], data[\"y\"], data[\"value\"], data[\"value\"].shape[0]\n", + "\n", + "def tsv2npz(tsv):\n", + " x, y, v, N = read_tsv(tsv)\n", + " np.savez(os.path.splitext(tsv)[0], x=x, y=y, value=v)\n", + "\n", + "def compare(coarse, fine):\n", + " # \"gpu/pyamgx/LinearGMRESSolver/10000/solution.tsv\"\n", + " x_coarse, y_coarse, v_coarse, N_coarse = read_tsv(coarse)\n", + " x_fine, y_fine, v_fine, N_fine = read_tsv(fine)\n", + "\n", + " fig = plt.figure(figsize=(16,12))\n", + " ax1 = fig.add_subplot(131) # coarse\n", + " ax2 = fig.add_subplot(132) # error\n", + " ax3 = fig.add_subplot(133) # fine\n", + " resampled = ndimage.zoom(v_fine, N_coarse / N_fine)\n", + " ax1.imshow(v_coarse, vmin=v_fine.min(), vmax=v_fine.max())\n", + " ax2.imshow(resampled-v_coarse, vmin=v_fine.min(), vmax=v_fine.max())\n", + " ax3.imshow(resampled, vmin=v_fine.min(), vmax=v_fine.max())\n", + "\n", + " ax2.set_title(\"{0}x{0}: L2(error) = {1}\".format(N_coarse, np.sqrt(((resampled - v_coarse)**2)).sum() / N_coarse**2))\n", + "\n", + "def get_diff(path1, path2):\n", + " \"\"\"Load and intorpolate `path2` to resolution of `path1`\n", + " \n", + " Parameters\n", + " ----------\n", + " path1, path2 : str\n", + " Paths to `.npz` files containing x-coordinates, y-coordinates, and values\n", + " for square arrays of values.\n", + "\n", + " Returns\n", + " -------\n", + " diff : ndarray\n", + " Difference between `path1` and `path2`\n", + " (at resolution of whichever is lower).\n", + " norm : float\n", + " L2-norm of `diff`.\n", + " N1, N2 : float\n", + " Dimensions of `path1` and `path2`.\n", + " \"\"\"\n", + " # x1, x1, v1, N1 = read_npz(path1)\n", + " # x2, x2, v2, N2 = read_npz(path2)\n", + "\n", + " data1 = np.load(path1)\n", + " data2 = np.load(path2)\n", + " \n", + " v1 = data1[\"value\"]\n", + " v2 = data2[\"value\"]\n", + " \n", + " N1 = v1.shape[0]\n", + " N2 = v2.shape[0]\n", + "\n", + " if N1 == N2:\n", + " diff = v2 - v1\n", + " L2norm = np.sqrt((diff**2).sum()) / N1**2\n", + " elif N2 > N1:\n", + " resampled = ndimage.zoom(v2, N1 / N2)\n", + " diff = resampled-v1\n", + " L2norm = np.sqrt((diff**2).sum()) / N1**2\n", + " else:\n", + " resampled = ndimage.zoom(v1, N2 / N1)\n", + " diff = v2 - resampled\n", + " L2norm = np.sqrt((diff**2).sum()) / N2**2\n", + " \n", + " return diff, L2norm, N1, N2 " + ] + }, + { + "cell_type": "code", + "execution_count": 257, + "id": "11cd5975-ecdf-4e71-b257-c40684430a50", + "metadata": {}, + "outputs": [], + "source": [ + "def count_path_components(paths, skip=0):\n", + " label_counts = []\n", + " split_paths = [path.split('/') for path in paths]\n", + " # walk backwards through path components and collect common entries\n", + " for i in range(skip,len(paths[0].split('/'))):\n", + " labels = [path[-(i+1)] for path in split_paths]\n", + " label_counts.append(collections.Counter(labels))\n", + "\n", + " return label_counts\n", + "\n", + "def squeeze_runs_of_one(label_counts):\n", + " previous_len = -1\n", + " squeezed_labels = []\n", + " for level in label_counts:\n", + " if len(level) == 1:\n", + " # all paths have the same value at this level\n", + " if previous_len == 1:\n", + " # prepend the cache with the new label\n", + " key_prev, num_prev = squeezed_labels.pop().most_common()[0]\n", + " key_new, num_new = level.most_common()[0]\n", + " level = [f\"{key_new} - {key_prev}\"] * num_prev\n", + " level = collections.Counter(level)\n", + "\n", + " previous_len = len(level)\n", + " squeezed_labels.append(level)\n", + "\n", + " return squeezed_labels" + ] + }, + { + "cell_type": "code", + "execution_count": 342, + "id": "765224ed-f4dc-4baa-8737-e29d02e4a0ce", + "metadata": {}, + "outputs": [], + "source": [ + "def is_converged(paths, df):\n", + " converged = {}\n", + " for path in paths:\n", + " _, suite, solver, preconditioner, numberOfElements, _ = path.split('/')\n", + " if preconditioner == \"NoneType\":\n", + " preconditioner = \"unpreconditioned\"\n", + " status = df[(df['solver_suite'] == suite)\n", + " & (df['solver_class'] == solver)\n", + " & (df['preconditioner'] == preconditioner)\n", + " & (df['numberOfElements'] == int(numberOfElements))\n", + " & (df['state'] == \"SWEEP\")].iloc[-1]['status_name']\n", + "\n", + " converged[path] = status in [\"KSP_CONVERGED_RTOL\", \"SCIPY_SUCCESS\"]\n", + "\n", + " return converged" + ] + }, + { + "cell_type": "code", + "execution_count": 351, + "id": "3f451a5f-b6b9-4a9a-80b8-f00767aa1922", + "metadata": {}, + "outputs": [], + "source": [ + "def plot_error_matrix(patternA, patternB, df):\n", + " pathsA = glob.glob(patternA)\n", + " pathsB = glob.glob(patternB)\n", + "\n", + " pathsA = sort_directories_numerically(pathsA)\n", + " pathsB = sort_directories_numerically(pathsB)\n", + "\n", + " NA = len(pathsA)\n", + " NB = len(pathsB)\n", + "\n", + " convergedA = is_converged(pathsA, df)\n", + " convergedB = is_converged(pathsB, df)\n", + "\n", + " fig, axs = plt.subplots(nrows=NB, ncols=NA, figsize=(10, 10 * NB / NA))\n", + " plt.setp(axs.flat, xticks=[], yticks=[])\n", + "\n", + " converged_cmap = mpl.cm.get_cmap('viridis').copy()\n", + " converged_cmap.set_bad(color='black')\n", + "\n", + " diverged_cmap = mpl.cm.get_cmap('inferno').copy()\n", + " diverged_cmap.set_bad(color='black')\n", + "\n", + " for col, pathA in zip(axs.T, pathsA[:NA]):\n", + " for ax, pathB in zip(col, pathsB[:NB]):\n", + " diff, norm, N1, N2 = get_diff(pathA, pathB)\n", + " \n", + " if convergedA[pathA] & convergedB[pathB]:\n", + " cmap = converged_cmap\n", + " else:\n", + " cmap = diverged_cmap\n", + " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n", + "\n", + " for ax, pathA in zip(axs[0], pathsA):\n", + " segments = pathA.split('/')\n", + " if convergedA[pathA]:\n", + " color = \"black\"\n", + " else:\n", + " color = \"red\"\n", + " ax.set_title('{0}x{0}'.format(int(np.sqrt(float(segments[-2])))), size=8,\n", + " rotation=90, fontdict={'color': color})\n", + " for ax, pathB in zip(axs[:, 0], pathsB):\n", + " segments = pathB.split('/')\n", + " if convergedB[pathB]:\n", + " color = \"black\"\n", + " else:\n", + " color = \"red\"\n", + " ax.set_ylabel('{0}x{0}'.format(int(np.sqrt(float(segments[-2])))), size=8,\n", + " ha=\"right\", va='center', rotation=0, fontdict={'color': color})\n", + "\n", + " label_counts = squeeze_runs_of_one(count_path_components(pathsA, skip=2))\n", + " for i, level in enumerate(label_counts):\n", + " offset = 0\n", + " for label, count in level.items():\n", + " idx = offset + count // 2\n", + " if label == \"NoneType\":\n", + " label = \"unpreconditioned\"\n", + " axs[0, idx].annotate(label, (0.5, 1), xytext=(0, 60 + 20 * i),\n", + " textcoords='offset points', xycoords='axes fraction',\n", + " ha='center', va='center', size=8)\n", + " offset += count\n", + "\n", + " label_counts = squeeze_runs_of_one(count_path_components(pathsB, skip=2))\n", + " for i, level in enumerate(label_counts):\n", + " offset = 0\n", + " for label, count in level.items():\n", + " idx = offset + count // 2\n", + " if label == \"NoneType\":\n", + " label = \"unpreconditioned\"\n", + " axs[idx, 0].annotate(label, (0.5, 1), xytext=(-(70 + 20 * i), 0),\n", + " textcoords='offset points', xycoords='axes fraction',\n", + " ha='center', va='center', size=8, rotation=90)\n", + " offset += count" + ] + }, { "cell_type": "markdown", "id": "55b81d6e-9b08-4bf3-a0b4-f0e8819dd49f", @@ -145,7 +396,7 @@ }, { "cell_type": "code", - "execution_count": 321, + "execution_count": 359, "id": "90a3d2b5-6408-42b1-83cf-e680f6479dfe", "metadata": {}, "outputs": [], @@ -154,6 +405,65 @@ "macos_total = extract_total_times(macos)" ] }, + { + "cell_type": "code", + "execution_count": 371, + "id": "8a1932fb-302a-4571-97b8-0d8a7e8d1872", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "UUID('4e5e6149-b5e4-4f36-8d81-b7efd586d2f2')" + ] + }, + "execution_count": 371, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "macos.loc[0, \"id\"]" + ] + }, + { + "cell_type": "code", + "execution_count": 382, + "id": "0f7cdcf3-8a6a-47f2-8096-bcc9d7a843f7", + "metadata": {}, + "outputs": [], + "source": [ + "asolve = macos[macos[\"id\"] == uuid.UUID('4e5e6149-b5e4-4f36-8d81-b7efd586d2f2')]" + ] + }, + { + "cell_type": "code", + "execution_count": 383, + "id": "6862d89d-f4b3-4882-a308-06f0efc4022e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['state', 'numberOfElements', 'sweeps', 'preconditioner', 'time_stamp',\n", + " 'solver_class', 'id', 'python', 'fipy', 'numpy', 'pysparse', 'scipy',\n", + " 'matplotlib', 'mpi4py', 'petsc4py', 'pyamgx', 'PyTrilinos', 'mayavi',\n", + " 'gmsh', 'solver_suite', 'solver', 'iterations', 'residual', 'criterion',\n", + " 'actual_code', 'status_name', 'status_code', 'max_iterations',\n", + " 'ksp_solver', 'ksp_precon', 'ksp_norm_type', 'solve_time',\n", + " 'scaled_residual', 'convergence_residual', 'Aztec_version'],\n", + " dtype='object')" + ] + }, + "execution_count": 383, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "asolve.keys()" + ] + }, { "cell_type": "code", "execution_count": 322, @@ -474,7 +784,7 @@ }, { "cell_type": "code", - "execution_count": 333, + "execution_count": 325, "id": "f1b0161f-ba1b-45b4-a33c-a0312404e8e1", "metadata": { "tags": [] @@ -482,7 +792,7 @@ "outputs": [], "source": [ "events = []\n", - "for fname in glob.glob(\"linux2/linux.*.log\"):\n", + "for fname in glob.glob(\"linux/linux.*.log\"):\n", " events.extend(read_events(fname))\n", "\n", "linux = events2df(events)\n", @@ -491,8 +801,93 @@ }, { "cell_type": "code", - "execution_count": 311, - "id": "5d949d01-a4dc-4a87-9f62-55ad947ed307", + "execution_count": 261, + "id": "f862cc38-8a37-4750-8977-1d9d4300954f", + "metadata": {}, + "outputs": [], + "source": [ + "solves = linux.groupby(\"uuid\")" + ] + }, + { + "cell_type": "code", + "execution_count": 262, + "id": "27d5db34-43f7-43f2-8f6e-0f7f675a0cac", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0 NaT\n", + "1 0 days 00:00:00.034000\n", + "2 0 days 00:00:00.012000\n", + "3 0 days 00:00:00.010000\n", + "4 0 days 00:00:00.011000\n", + " ... \n", + "272 0 days 00:00:00.010000\n", + "273 0 days 00:00:00.009000\n", + "274 0 days 00:00:00.010000\n", + "275 0 days 00:00:00.009000\n", + "276 0 days 00:00:00.010000\n", + "Name: time_stamp, Length: 256, dtype: timedelta64[ns]" + ] + }, + "execution_count": 262, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "solves[\"time_stamp\"].diff()" + ] + }, + { + "cell_type": "code", + "execution_count": 263, + "id": "f2483b39-da3b-492f-89b5-56f1ffa0b206", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0 NaT\n", + "1 0 days 00:00:00.034000\n", + "2 0 days 00:00:00.012000\n", + "3 0 days 00:00:00.010000\n", + "4 0 days 00:00:00.011000\n", + " ... \n", + "273 0 days 00:00:00.009000\n", + "274 0 days 00:00:00.010000\n", + "275 0 days 00:00:00.009000\n", + "276 0 days 00:00:00.010000\n", + "277 0 days 00:00:00\n", + "Name: time_stamp, Length: 278, dtype: timedelta64[ns]" + ] + }, + "execution_count": 263, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "linux[\"time_stamp\"].diff()" + ] + }, + { + "cell_type": "code", + "execution_count": 264, + "id": "274f774c-7f1f-4412-9060-7b5122e01ffa", + "metadata": {}, + "outputs": [], + "source": [ + "linux[\"solve_time\"] = pd.to_timedelta(linux[\"solve_time\"])\n", + "linux[\"elapsed_time\"] = linux[\"time_stamp\"].diff()" + ] + }, + { + "cell_type": "code", + "execution_count": 265, + "id": "0d0c9fd5-0dc3-4b76-952d-3bfaefa6dc0f", "metadata": {}, "outputs": [ { @@ -516,566 +911,686 @@ " \n", " \n", " \n", - " state\n", - " numberOfElements\n", - " sweeps\n", - " preconditioner\n", - " time_stamp\n", - " solver_class\n", - " python\n", - " fipy\n", - " numpy\n", - " pysparse\n", - " ...\n", - " actual_code\n", - " status_name\n", - " status_code\n", - " max_iterations\n", - " ksp_solver\n", - " ksp_precon\n", - " ksp_norm_type\n", " solve_time\n", - " time_delta\n", - " elapsed_seconds\n", + " elapsed_time\n", " \n", " \n", " \n", " \n", + " 0\n", + " NaT\n", + " NaT\n", + " \n", + " \n", " 1\n", - " SWEEP\n", - " 9\n", - " 10\n", - " unpreconditioned\n", - " 2022-07-15 10:53:46.255\n", - " LinearCGSSolver\n", - " 3.10.5 | packaged by conda-forge | (main, Jun ...\n", - " 3.4.3+110.g520c449b\n", - " 1.23.0\n", - " not installed\n", - " ...\n", - " 2.0\n", - " KSP_CONVERGED_RTOL\n", - " 2.0\n", - " 1000.0\n", - " cgs\n", - " none\n", - " 2.0\n", " 0 days 00:00:00\n", " 0 days 00:00:00.034000\n", - " 0.034\n", " \n", " \n", " 2\n", - " SWEEP\n", - " 9\n", - " 10\n", - " unpreconditioned\n", - " 2022-07-15 10:53:46.267\n", - " LinearCGSSolver\n", - " 3.10.5 | packaged by conda-forge | (main, Jun ...\n", - " 3.4.3+110.g520c449b\n", - " 1.23.0\n", - " not installed\n", - " ...\n", - " 2.0\n", - " KSP_CONVERGED_RTOL\n", - " 2.0\n", - " 1000.0\n", - " cgs\n", - " none\n", - " 2.0\n", " 0 days 00:00:00\n", " 0 days 00:00:00.012000\n", - " 0.012\n", " \n", " \n", " 3\n", - " SWEEP\n", - " 9\n", - " 10\n", - " unpreconditioned\n", - " 2022-07-15 10:53:46.277\n", - " LinearCGSSolver\n", - " 3.10.5 | packaged by conda-forge | (main, Jun ...\n", - " 3.4.3+110.g520c449b\n", - " 1.23.0\n", - " not installed\n", - " ...\n", - " 2.0\n", - " KSP_CONVERGED_RTOL\n", - " 2.0\n", - " 1000.0\n", - " cgs\n", - " none\n", - " 2.0\n", " 0 days 00:00:00\n", " 0 days 00:00:00.010000\n", - " 0.010\n", " \n", " \n", " 4\n", - " SWEEP\n", - " 9\n", - " 10\n", - " unpreconditioned\n", - " 2022-07-15 10:53:46.288\n", - " LinearCGSSolver\n", - " 3.10.5 | packaged by conda-forge | (main, Jun ...\n", - " 3.4.3+110.g520c449b\n", - " 1.23.0\n", - " not installed\n", - " ...\n", - " 2.0\n", - " KSP_CONVERGED_RTOL\n", - " 2.0\n", - " 1000.0\n", - " cgs\n", - " none\n", - " 2.0\n", " 0 days 00:00:00.001000\n", " 0 days 00:00:00.011000\n", - " 0.011\n", - " \n", - " \n", - " 5\n", - " SWEEP\n", - " 9\n", - " 10\n", - " unpreconditioned\n", - " 2022-07-15 10:53:46.298\n", - " LinearCGSSolver\n", - " 3.10.5 | packaged by conda-forge | (main, Jun ...\n", - " 3.4.3+110.g520c449b\n", - " 1.23.0\n", - " not installed\n", - " ...\n", - " 2.0\n", - " KSP_CONVERGED_RTOL\n", - " 2.0\n", - " 1000.0\n", - " cgs\n", - " none\n", - " 2.0\n", - " 0 days 00:00:00\n", - " 0 days 00:00:00.010000\n", - " 0.010\n", " \n", " \n", " ...\n", " ...\n", " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " \n", - " \n", - " 272\n", - " SWEEP\n", - " 9\n", - " 10\n", - " unpreconditioned\n", - " 2022-07-15 10:53:46.338\n", - " LinearGMRESSolver\n", - " 3.10.5 | packaged by conda-forge | (main, Jun ...\n", - " 3.4.3+110.g520c449b\n", - " 1.23.0\n", - " not installed\n", - " ...\n", - " 2.0\n", - " KSP_CONVERGED_RTOL\n", - " 2.0\n", - " 1000.0\n", - " gmres\n", - " none\n", - " 2.0\n", - " 0 days 00:00:00\n", - " 0 days 00:00:00.010000\n", - " 0.010\n", " \n", " \n", " 273\n", - " SWEEP\n", - " 9\n", - " 10\n", - " unpreconditioned\n", - " 2022-07-15 10:53:46.347\n", - " LinearGMRESSolver\n", - " 3.10.5 | packaged by conda-forge | (main, Jun ...\n", - " 3.4.3+110.g520c449b\n", - " 1.23.0\n", - " not installed\n", - " ...\n", - " 2.0\n", - " KSP_CONVERGED_RTOL\n", - " 2.0\n", - " 1000.0\n", - " gmres\n", - " none\n", - " 2.0\n", " 0 days 00:00:00\n", " 0 days 00:00:00.009000\n", - " 0.009\n", " \n", " \n", " 274\n", - " SWEEP\n", - " 9\n", - " 10\n", - " unpreconditioned\n", - " 2022-07-15 10:53:46.357\n", - " LinearGMRESSolver\n", - " 3.10.5 | packaged by conda-forge | (main, Jun ...\n", - " 3.4.3+110.g520c449b\n", - " 1.23.0\n", - " not installed\n", - " ...\n", - " 2.0\n", - " KSP_CONVERGED_RTOL\n", - " 2.0\n", - " 1000.0\n", - " gmres\n", - " none\n", - " 2.0\n", " 0 days 00:00:00\n", " 0 days 00:00:00.010000\n", - " 0.010\n", " \n", " \n", " 275\n", - " SWEEP\n", - " 9\n", - " 10\n", - " unpreconditioned\n", - " 2022-07-15 10:53:46.366\n", - " LinearGMRESSolver\n", - " 3.10.5 | packaged by conda-forge | (main, Jun ...\n", - " 3.4.3+110.g520c449b\n", - " 1.23.0\n", - " not installed\n", - " ...\n", - " 2.0\n", - " KSP_CONVERGED_RTOL\n", - " 2.0\n", - " 1000.0\n", - " gmres\n", - " none\n", - " 2.0\n", " 0 days 00:00:00\n", " 0 days 00:00:00.009000\n", - " 0.009\n", " \n", " \n", " 276\n", - " SWEEP\n", - " 9\n", - " 10\n", - " unpreconditioned\n", - " 2022-07-15 10:53:46.376\n", - " LinearGMRESSolver\n", - " 3.10.5 | packaged by conda-forge | (main, Jun ...\n", - " 3.4.3+110.g520c449b\n", - " 1.23.0\n", - " not installed\n", - " ...\n", - " 2.0\n", - " KSP_CONVERGED_RTOL\n", - " 2.0\n", - " 1000.0\n", - " gmres\n", - " none\n", - " 2.0\n", " 0 days 00:00:00\n", " 0 days 00:00:00.010000\n", - " 0.010\n", + " \n", + " \n", + " 277\n", + " 0 days 00:00:00\n", + " 0 days 00:00:00\n", " \n", " \n", "\n", - "

232 rows × 33 columns

\n", + "

278 rows × 2 columns

\n", "" ], "text/plain": [ - " state numberOfElements sweeps preconditioner \\\n", - "1 SWEEP 9 10 unpreconditioned \n", - "2 SWEEP 9 10 unpreconditioned \n", - "3 SWEEP 9 10 unpreconditioned \n", - "4 SWEEP 9 10 unpreconditioned \n", - "5 SWEEP 9 10 unpreconditioned \n", - ".. ... ... ... ... \n", - "272 SWEEP 9 10 unpreconditioned \n", - "273 SWEEP 9 10 unpreconditioned \n", - "274 SWEEP 9 10 unpreconditioned \n", - "275 SWEEP 9 10 unpreconditioned \n", - "276 SWEEP 9 10 unpreconditioned \n", - "\n", - " time_stamp solver_class \\\n", - "1 2022-07-15 10:53:46.255 LinearCGSSolver \n", - "2 2022-07-15 10:53:46.267 LinearCGSSolver \n", - "3 2022-07-15 10:53:46.277 LinearCGSSolver \n", - "4 2022-07-15 10:53:46.288 LinearCGSSolver \n", - "5 2022-07-15 10:53:46.298 LinearCGSSolver \n", - ".. ... ... \n", - "272 2022-07-15 10:53:46.338 LinearGMRESSolver \n", - "273 2022-07-15 10:53:46.347 LinearGMRESSolver \n", - "274 2022-07-15 10:53:46.357 LinearGMRESSolver \n", - "275 2022-07-15 10:53:46.366 LinearGMRESSolver \n", - "276 2022-07-15 10:53:46.376 LinearGMRESSolver \n", - "\n", - " python fipy \\\n", - "1 3.10.5 | packaged by conda-forge | (main, Jun ... 3.4.3+110.g520c449b \n", - "2 3.10.5 | packaged by conda-forge | (main, Jun ... 3.4.3+110.g520c449b \n", - "3 3.10.5 | packaged by conda-forge | (main, Jun ... 3.4.3+110.g520c449b \n", - "4 3.10.5 | packaged by conda-forge | (main, Jun ... 3.4.3+110.g520c449b \n", - "5 3.10.5 | packaged by conda-forge | (main, Jun ... 3.4.3+110.g520c449b \n", - ".. ... ... \n", - "272 3.10.5 | packaged by conda-forge | (main, Jun ... 3.4.3+110.g520c449b \n", - "273 3.10.5 | packaged by conda-forge | (main, Jun ... 3.4.3+110.g520c449b \n", - "274 3.10.5 | packaged by conda-forge | (main, Jun ... 3.4.3+110.g520c449b \n", - "275 3.10.5 | packaged by conda-forge | (main, Jun ... 3.4.3+110.g520c449b \n", - "276 3.10.5 | packaged by conda-forge | (main, Jun ... 3.4.3+110.g520c449b \n", - "\n", - " numpy pysparse ... actual_code status_name status_code \\\n", - "1 1.23.0 not installed ... 2.0 KSP_CONVERGED_RTOL 2.0 \n", - "2 1.23.0 not installed ... 2.0 KSP_CONVERGED_RTOL 2.0 \n", - "3 1.23.0 not installed ... 2.0 KSP_CONVERGED_RTOL 2.0 \n", - "4 1.23.0 not installed ... 2.0 KSP_CONVERGED_RTOL 2.0 \n", - "5 1.23.0 not installed ... 2.0 KSP_CONVERGED_RTOL 2.0 \n", - ".. ... ... ... ... ... ... \n", - "272 1.23.0 not installed ... 2.0 KSP_CONVERGED_RTOL 2.0 \n", - "273 1.23.0 not installed ... 2.0 KSP_CONVERGED_RTOL 2.0 \n", - "274 1.23.0 not installed ... 2.0 KSP_CONVERGED_RTOL 2.0 \n", - "275 1.23.0 not installed ... 2.0 KSP_CONVERGED_RTOL 2.0 \n", - "276 1.23.0 not installed ... 2.0 KSP_CONVERGED_RTOL 2.0 \n", - "\n", - " max_iterations ksp_solver ksp_precon ksp_norm_type \\\n", - "1 1000.0 cgs none 2.0 \n", - "2 1000.0 cgs none 2.0 \n", - "3 1000.0 cgs none 2.0 \n", - "4 1000.0 cgs none 2.0 \n", - "5 1000.0 cgs none 2.0 \n", - ".. ... ... ... ... \n", - "272 1000.0 gmres none 2.0 \n", - "273 1000.0 gmres none 2.0 \n", - "274 1000.0 gmres none 2.0 \n", - "275 1000.0 gmres none 2.0 \n", - "276 1000.0 gmres none 2.0 \n", - "\n", - " solve_time time_delta elapsed_seconds \n", - "1 0 days 00:00:00 0 days 00:00:00.034000 0.034 \n", - "2 0 days 00:00:00 0 days 00:00:00.012000 0.012 \n", - "3 0 days 00:00:00 0 days 00:00:00.010000 0.010 \n", - "4 0 days 00:00:00.001000 0 days 00:00:00.011000 0.011 \n", - "5 0 days 00:00:00 0 days 00:00:00.010000 0.010 \n", - ".. ... ... ... \n", - "272 0 days 00:00:00 0 days 00:00:00.010000 0.010 \n", - "273 0 days 00:00:00 0 days 00:00:00.009000 0.009 \n", - "274 0 days 00:00:00 0 days 00:00:00.010000 0.010 \n", - "275 0 days 00:00:00 0 days 00:00:00.009000 0.009 \n", - "276 0 days 00:00:00 0 days 00:00:00.010000 0.010 \n", + " solve_time elapsed_time\n", + "0 NaT NaT\n", + "1 0 days 00:00:00 0 days 00:00:00.034000\n", + "2 0 days 00:00:00 0 days 00:00:00.012000\n", + "3 0 days 00:00:00 0 days 00:00:00.010000\n", + "4 0 days 00:00:00.001000 0 days 00:00:00.011000\n", + ".. ... ...\n", + "273 0 days 00:00:00 0 days 00:00:00.009000\n", + "274 0 days 00:00:00 0 days 00:00:00.010000\n", + "275 0 days 00:00:00 0 days 00:00:00.009000\n", + "276 0 days 00:00:00 0 days 00:00:00.010000\n", + "277 0 days 00:00:00 0 days 00:00:00\n", "\n", - "[232 rows x 33 columns]" + "[278 rows x 2 columns]" ] }, - "execution_count": 311, + "execution_count": 265, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "linuxdf" + "linux[[\"solve_time\", \"elapsed_time\"]]" ] }, { "cell_type": "code", - "execution_count": 294, - "id": "b65b5b77-eb23-4a6e-beba-66d999eb2599", + "execution_count": 266, + "id": "3140f9b9-a7e6-4597-b5f1-2bd8d08fa279", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + ">" ] }, - "execution_count": 294, + "execution_count": 266, "metadata": {}, "output_type": "execute_result" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" } ], "source": [ - "fig, ax = plt.subplots(figsize=(8,6))\n", - "for label, group in linuxdf.groupby([\"solver_suite\", \"solver_class\", \"preconditioner\"]):\n", - " group.plot(\"numberOfElements\", \"elapsed_seconds\", loglog=True, ax=ax, label=label)\n", - "plt.legend(bbox_to_anchor=(1., 1.))" + "solves.aggregate" ] }, { "cell_type": "code", - "execution_count": 295, - "id": "d26219d3-39ad-4598-8cff-204ba2441749", + "execution_count": 267, + "id": "b453d2a6-fb61-4a41-b365-f2c5f92ad41b", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
solve_timeelapsed_time
uuid
011ff832-3b7e-4dfd-b535-0b835391cc920 days 00:00:05.589000-1 days +23:59:33.538000
05ccc533-c3db-4958-8422-fec537c06bac0 days 00:00:00.113000-1 days +23:52:49.667000
061b6461-8f2c-4897-8a1c-e4b83c9c1f1d0 days 00:06:30.7350000 days 00:07:01.217000
07180d7c-80cf-4829-8bff-e5e196c5f9550 days 00:00:00.0010000 days 00:00:00.130000
0a7b95f2-964a-43fe-a467-cb987844f50e0 days 00:00:00.155000-1 days +23:59:59.810000
0d861518-a3a3-4570-8c0e-ec3a8fdc66910 days 00:00:00.0050000 days 00:00:00.060000
3aefdfef-6b21-41a8-b6c0-fff1538f7d270 days 00:00:02.1240000 days 00:00:02.554000
3c6f9430-ae6e-4d48-a8ba-b8b17f7805f80 days 00:02:46.8400000 days 00:03:20.485000
3da619b9-d387-4379-b3fb-5bba86a5858d0 days 00:00:00.249000-1 days +23:59:58.050000
3fc2d3cf-d743-4af5-bb65-f0e47fc712410 days 00:00:00.0020000 days 00:00:00.101000
41c491e8-1dc6-4ff6-9c07-3326780808a00 days 00:00:03.291000-1 days +23:43:44.129000
63458c23-2510-4147-a6c7-4920ad3c49730 days 00:00:00.2730000 days 00:00:00.660000
65045095-44ec-429d-bf42-3af919a1ea730 days 00:15:43.9850000 days 00:16:22.892000
667bc1b4-b8e5-4fe5-9a17-53ef1f7438280 days 00:00:00.002000-1 days +23:59:59.967000
6c09f7b9-9286-4413-b7db-088e99d837920 days 00:00:00.003000-1 days +23:59:59.896000
753eed3b-bda5-4461-a670-b0e33abbba7a0 days 00:00:32.0230000 days 00:00:08.188000
89901a97-498b-4d77-98a5-d5d7e1ac90500 days 00:00:00.006000-1 days +23:59:59.981000
a9542608-780c-4a74-b2d2-b31f72946aa20 days 00:00:00.0010000 days 00:00:00.034000
aa8815cd-809f-4539-8351-087ac5fb6e100 days 00:00:23.7450000 days 00:00:26.926000
b96bf0ed-84fd-43c9-836e-f9db774b67f60 days 00:00:00.016000-1 days +23:59:59.904000
c86eeda9-965b-4f3a-8bad-bc3baf6e439c0 days 00:00:00.003000-1 days +23:56:32.375000
caa5461e-b3d7-477c-9b1d-75d8f47db0410 days 00:00:00.008000-1 days +23:59:03.516000
daad5ac4-767c-42ff-92c9-7a94e1f3ed3c0 days 00:00:00.002000-1 days +23:59:59.523000
dbd23c54-4523-4855-bf1b-cf26cc6d576f0 days 00:00:26.0250000 days 00:00:56.449000
\n", + "
" + ], "text/plain": [ - "
" + " solve_time \\\n", + "uuid \n", + "011ff832-3b7e-4dfd-b535-0b835391cc92 0 days 00:00:05.589000 \n", + "05ccc533-c3db-4958-8422-fec537c06bac 0 days 00:00:00.113000 \n", + "061b6461-8f2c-4897-8a1c-e4b83c9c1f1d 0 days 00:06:30.735000 \n", + "07180d7c-80cf-4829-8bff-e5e196c5f955 0 days 00:00:00.001000 \n", + "0a7b95f2-964a-43fe-a467-cb987844f50e 0 days 00:00:00.155000 \n", + "0d861518-a3a3-4570-8c0e-ec3a8fdc6691 0 days 00:00:00.005000 \n", + "3aefdfef-6b21-41a8-b6c0-fff1538f7d27 0 days 00:00:02.124000 \n", + "3c6f9430-ae6e-4d48-a8ba-b8b17f7805f8 0 days 00:02:46.840000 \n", + "3da619b9-d387-4379-b3fb-5bba86a5858d 0 days 00:00:00.249000 \n", + "3fc2d3cf-d743-4af5-bb65-f0e47fc71241 0 days 00:00:00.002000 \n", + "41c491e8-1dc6-4ff6-9c07-3326780808a0 0 days 00:00:03.291000 \n", + "63458c23-2510-4147-a6c7-4920ad3c4973 0 days 00:00:00.273000 \n", + "65045095-44ec-429d-bf42-3af919a1ea73 0 days 00:15:43.985000 \n", + "667bc1b4-b8e5-4fe5-9a17-53ef1f743828 0 days 00:00:00.002000 \n", + "6c09f7b9-9286-4413-b7db-088e99d83792 0 days 00:00:00.003000 \n", + "753eed3b-bda5-4461-a670-b0e33abbba7a 0 days 00:00:32.023000 \n", + "89901a97-498b-4d77-98a5-d5d7e1ac9050 0 days 00:00:00.006000 \n", + "a9542608-780c-4a74-b2d2-b31f72946aa2 0 days 00:00:00.001000 \n", + "aa8815cd-809f-4539-8351-087ac5fb6e10 0 days 00:00:23.745000 \n", + "b96bf0ed-84fd-43c9-836e-f9db774b67f6 0 days 00:00:00.016000 \n", + "c86eeda9-965b-4f3a-8bad-bc3baf6e439c 0 days 00:00:00.003000 \n", + "caa5461e-b3d7-477c-9b1d-75d8f47db041 0 days 00:00:00.008000 \n", + "daad5ac4-767c-42ff-92c9-7a94e1f3ed3c 0 days 00:00:00.002000 \n", + "dbd23c54-4523-4855-bf1b-cf26cc6d576f 0 days 00:00:26.025000 \n", + "\n", + " elapsed_time \n", + "uuid \n", + "011ff832-3b7e-4dfd-b535-0b835391cc92 -1 days +23:59:33.538000 \n", + "05ccc533-c3db-4958-8422-fec537c06bac -1 days +23:52:49.667000 \n", + "061b6461-8f2c-4897-8a1c-e4b83c9c1f1d 0 days 00:07:01.217000 \n", + "07180d7c-80cf-4829-8bff-e5e196c5f955 0 days 00:00:00.130000 \n", + "0a7b95f2-964a-43fe-a467-cb987844f50e -1 days +23:59:59.810000 \n", + "0d861518-a3a3-4570-8c0e-ec3a8fdc6691 0 days 00:00:00.060000 \n", + "3aefdfef-6b21-41a8-b6c0-fff1538f7d27 0 days 00:00:02.554000 \n", + "3c6f9430-ae6e-4d48-a8ba-b8b17f7805f8 0 days 00:03:20.485000 \n", + "3da619b9-d387-4379-b3fb-5bba86a5858d -1 days +23:59:58.050000 \n", + "3fc2d3cf-d743-4af5-bb65-f0e47fc71241 0 days 00:00:00.101000 \n", + "41c491e8-1dc6-4ff6-9c07-3326780808a0 -1 days +23:43:44.129000 \n", + "63458c23-2510-4147-a6c7-4920ad3c4973 0 days 00:00:00.660000 \n", + "65045095-44ec-429d-bf42-3af919a1ea73 0 days 00:16:22.892000 \n", + "667bc1b4-b8e5-4fe5-9a17-53ef1f743828 -1 days +23:59:59.967000 \n", + "6c09f7b9-9286-4413-b7db-088e99d83792 -1 days +23:59:59.896000 \n", + "753eed3b-bda5-4461-a670-b0e33abbba7a 0 days 00:00:08.188000 \n", + "89901a97-498b-4d77-98a5-d5d7e1ac9050 -1 days +23:59:59.981000 \n", + "a9542608-780c-4a74-b2d2-b31f72946aa2 0 days 00:00:00.034000 \n", + "aa8815cd-809f-4539-8351-087ac5fb6e10 0 days 00:00:26.926000 \n", + "b96bf0ed-84fd-43c9-836e-f9db774b67f6 -1 days +23:59:59.904000 \n", + "c86eeda9-965b-4f3a-8bad-bc3baf6e439c -1 days +23:56:32.375000 \n", + "caa5461e-b3d7-477c-9b1d-75d8f47db041 -1 days +23:59:03.516000 \n", + "daad5ac4-767c-42ff-92c9-7a94e1f3ed3c -1 days +23:59:59.523000 \n", + "dbd23c54-4523-4855-bf1b-cf26cc6d576f 0 days 00:00:56.449000 " ] }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" + "execution_count": 267, + "metadata": {}, + "output_type": "execute_result" } ], "source": [ - "for solver_class, group1 in linuxdf.groupby([\"solver_class\"]):\n", - " fig, ax = plt.subplots(figsize=(8,6))\n", - " for label, group2 in group1.groupby([\"solver_suite\", \"preconditioner\"]):\n", - " group2.plot(\"numberOfElements\", \"elapsed_seconds\", loglog=True, ax=ax, label=label)\n", - " plt.legend()\n", - " plt.title(solver_class)" + "linux.groupby(\"uuid\")[[\"solve_time\", \"elapsed_time\"]].sum(numeric_only=False)" ] }, { - "cell_type": "markdown", - "id": "be9e2578-d5c0-4619-a1ea-19d6481d9fa4", + "cell_type": "code", + "execution_count": 268, + "id": "c11fcb3f-0cff-4c00-92c0-2fee5602e4ea", "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "solve_time 0 days 00:00:05.589000\n", + "elapsed_time 0 days 00:00:09.252000\n", + "dtype: timedelta64[ns]\n", + "solve_time 0 days 00:00:00.113000\n", + "elapsed_time 0 days 00:00:00.281000\n", + "dtype: timedelta64[ns]\n", + "solve_time 0 days 00:06:30.735000\n", + "elapsed_time 0 days 00:07:09.984000\n", + "dtype: timedelta64[ns]\n", + "solve_time 0 days 00:00:00.001000\n", + "elapsed_time 0 days 00:00:00.130000\n", + "dtype: timedelta64[ns]\n", + "solve_time 0 days 00:00:00.155000\n", + "elapsed_time 0 days 00:00:00.599000\n", + "dtype: timedelta64[ns]\n", + "solve_time 0 days 00:00:00.005000\n", + "elapsed_time 0 days 00:00:00.143000\n", + "dtype: timedelta64[ns]\n", + "solve_time 0 days 00:00:02.124000\n", + "elapsed_time 0 days 00:00:02.640000\n", + "dtype: timedelta64[ns]\n", + "solve_time 0 days 00:02:46.840000\n", + "elapsed_time 0 days 00:03:27.083000\n", + "dtype: timedelta64[ns]\n", + "solve_time 0 days 00:00:00.249000\n", + "elapsed_time 0 days 00:00:00.729000\n", + "dtype: timedelta64[ns]\n", + "solve_time 0 days 00:00:00.002000\n", + "elapsed_time 0 days 00:00:00.130000\n", + "dtype: timedelta64[ns]\n", + "solve_time 0 days 00:00:03.291000\n", + "elapsed_time 0 days 00:00:07.210000\n", + "dtype: timedelta64[ns]\n", + "solve_time 0 days 00:00:00.273000\n", + "elapsed_time 0 days 00:00:00.742000\n", + "dtype: timedelta64[ns]\n", + "solve_time 0 days 00:15:43.985000\n", + "elapsed_time 0 days 00:16:22.446000\n", + "dtype: timedelta64[ns]\n", + "solve_time 0 days 00:00:00.002000\n", + "elapsed_time 0 days 00:00:00.117000\n", + "dtype: timedelta64[ns]\n", + "solve_time 0 days 00:00:00.003000\n", + "elapsed_time 0 days 00:00:00.071000\n", + "dtype: timedelta64[ns]\n", + "solve_time 0 days 00:00:32.023000\n", + "elapsed_time 0 days 00:00:35.785000\n", + "dtype: timedelta64[ns]\n", + "solve_time 0 days 00:00:00.006000\n", + "elapsed_time 0 days 00:00:00.154000\n", + "dtype: timedelta64[ns]\n", + "solve_time 0 days 00:00:00.001000\n", + "elapsed_time 0 days 00:00:00.134000\n", + "dtype: timedelta64[ns]\n", + "solve_time 0 days 00:00:23.745000\n", + "elapsed_time 0 days 00:00:27.504000\n", + "dtype: timedelta64[ns]\n", + "solve_time 0 days 00:00:00.016000\n", + "elapsed_time 0 days 00:00:00.187000\n", + "dtype: timedelta64[ns]\n", + "solve_time 0 days 00:00:00.003000\n", + "elapsed_time 0 days 00:00:00.147000\n", + "dtype: timedelta64[ns]\n", + "solve_time 0 days 00:00:00.008000\n", + "elapsed_time 0 days 00:00:00.172000\n", + "dtype: timedelta64[ns]\n", + "solve_time 0 days 00:00:00.002000\n", + "elapsed_time 0 days 00:00:00.125000\n", + "dtype: timedelta64[ns]\n", + "solve_time 0 days 00:00:26.025000\n", + "elapsed_time 0 days 00:00:55.976000\n", + "dtype: timedelta64[ns]\n" + ] + } + ], "source": [ - "## Compare solutions" + "for solve, group in solves:\n", + " group[\"solve_time\"] = pd.to_timedelta(group[\"solve_time\"])\n", + " group[\"elapsed_time\"] = group[\"time_stamp\"].diff()\n", + " print(group[[\"solve_time\", \"elapsed_time\"]].sum())" + ] + }, + { + "cell_type": "code", + "execution_count": 269, + "id": "dd21b396-b617-458a-a1de-2bd99a2faffb", + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "'DataFrameGroupBy' object has no attribute 'loc'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "Input \u001b[0;32mIn [269]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43msolves\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mloc\u001b[49m[asolve[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msolve_time\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m.\u001b[39misna(), \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msolve_time\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m0\u001b[39m\n", + "File \u001b[0;32m~/mambaforge/envs/fipy3k_again/lib/python3.10/site-packages/pandas/core/groupby/groupby.py:904\u001b[0m, in \u001b[0;36mGroupBy.__getattr__\u001b[0;34m(self, attr)\u001b[0m\n\u001b[1;32m 901\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m attr \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mobj:\n\u001b[1;32m 902\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m[attr]\n\u001b[0;32m--> 904\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mAttributeError\u001b[39;00m(\n\u001b[1;32m 905\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mtype\u001b[39m(\u001b[38;5;28mself\u001b[39m)\u001b[38;5;241m.\u001b[39m\u001b[38;5;18m__name__\u001b[39m\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m object has no attribute \u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mattr\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 906\u001b[0m )\n", + "\u001b[0;31mAttributeError\u001b[0m: 'DataFrameGroupBy' object has no attribute 'loc'" + ] + } + ], + "source": [ + "solves.loc[asolve[\"solve_time\"].isna(), \"solve_time\"] = 0" + ] + }, + { + "cell_type": "code", + "execution_count": 270, + "id": "909fa4fa-09d3-4a67-bb8c-addefb395f16", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "011ff832-3b7e-4dfd-b535-0b835391cc92\n", + "05ccc533-c3db-4958-8422-fec537c06bac\n", + "061b6461-8f2c-4897-8a1c-e4b83c9c1f1d\n", + "07180d7c-80cf-4829-8bff-e5e196c5f955\n", + "0a7b95f2-964a-43fe-a467-cb987844f50e\n", + "0d861518-a3a3-4570-8c0e-ec3a8fdc6691\n", + "3aefdfef-6b21-41a8-b6c0-fff1538f7d27\n", + "3c6f9430-ae6e-4d48-a8ba-b8b17f7805f8\n", + "3da619b9-d387-4379-b3fb-5bba86a5858d\n", + "3fc2d3cf-d743-4af5-bb65-f0e47fc71241\n", + "41c491e8-1dc6-4ff6-9c07-3326780808a0\n", + "63458c23-2510-4147-a6c7-4920ad3c4973\n", + "65045095-44ec-429d-bf42-3af919a1ea73\n", + "667bc1b4-b8e5-4fe5-9a17-53ef1f743828\n", + "6c09f7b9-9286-4413-b7db-088e99d83792\n", + "753eed3b-bda5-4461-a670-b0e33abbba7a\n", + "89901a97-498b-4d77-98a5-d5d7e1ac9050\n", + "a9542608-780c-4a74-b2d2-b31f72946aa2\n", + "aa8815cd-809f-4539-8351-087ac5fb6e10\n", + "b96bf0ed-84fd-43c9-836e-f9db774b67f6\n", + "c86eeda9-965b-4f3a-8bad-bc3baf6e439c\n", + "caa5461e-b3d7-477c-9b1d-75d8f47db041\n", + "daad5ac4-767c-42ff-92c9-7a94e1f3ed3c\n", + "dbd23c54-4523-4855-bf1b-cf26cc6d576f\n" + ] + } + ], + "source": [ + "for solve, group in solves:\n", + " print(solve)\n", + " " ] }, { "cell_type": "code", - "execution_count": 220, - "id": "e0071c7c-7ecb-4214-941c-61b3ba588771", + "execution_count": 433, + "id": "2c2fbb35-951a-4cf1-9a86-5e05580f2b0e", "metadata": {}, "outputs": [], "source": [ - "import numpy as np\n", - "\n", - "from matplotlib import pyplot as plt" + "asolve = linux[linux[\"uuid\"] == uuid.UUID('0093efb7-99b5-4454-9700-fcefb02645d1')]" ] }, { "cell_type": "code", - "execution_count": 237, - "id": "c61fb893-89af-455e-bb5b-c14d5d432ef3", + "execution_count": 417, + "id": "2d541840-5871-4125-af6f-34921ec2d152", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "Index(['state', 'numberOfElements', 'sweeps', 'preconditioner', 'time_stamp',\n", + " 'solver_class', 'uuid', 'python', 'fipy', 'numpy', 'pysparse', 'scipy',\n", + " 'matplotlib', 'mpi4py', 'petsc4py', 'pyamgx', 'PyTrilinos', 'mayavi',\n", + " 'gmsh', 'solver_suite', 'solver', 'iterations', 'residual', 'criterion',\n", + " 'actual_code', 'status_name', 'status_code', 'max_iterations',\n", + " 'ksp_solver', 'ksp_precon', 'ksp_norm_type', 'solve_time'],\n", + " dtype='object')" ] }, - "execution_count": 237, + "execution_count": 417, "metadata": {}, "output_type": "execute_result" - }, + } + ], + "source": [ + "asolve.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": 434, + "id": "2aeecc65-1b39-4534-b7f6-3b37fe26ef8d", + "metadata": {}, + "outputs": [], + "source": [ + "# asolve.loc[asolve[\"solve_time\"].isna(), \"solve_time\"] = 0\n", + "asolve[\"solve_time\"] = pd.to_timedelta(asolve[\"solve_time\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 434, + "id": "85bfb8d0", + "metadata": {}, + "outputs": [], + "source": [ + "# asolve.loc[asolve[\"solve_time\"].isna(), \"solve_time\"] = 0\n", + "asolve[\"solve_time\"] = pd.to_timedelta(asolve[\"solve_time\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 435, + "id": "ad0eca0e-7cf4-4979-af9a-fac79aaeb616", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_57027/2222063191.py:1: SettingWithCopyWarning: \n", + "A value is trying to be set on a copy of a slice from a DataFrame.\n", + "Try using .loc[row_indexer,col_indexer] = value instead\n", + "\n", + "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", + " asolve[\"elapsed_time\"] = asolve[\"time_stamp\"].diff()\n" + ] + } + ], + "source": [ + "asolve[\"elapsed_time\"] = asolve[\"time_stamp\"].diff()" + ] + }, + { + "cell_type": "code", + "execution_count": 436, + "id": "d49845dc-ec91-4b01-a192-983055a054f6", + "metadata": {}, + "outputs": [ { "data": { - "image/png": "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\n", "text/plain": [ - "
" + "solve_time 0 days 00:00:00.016000\n", + "elapsed_time 0 days 00:00:00.187000\n", + "dtype: timedelta64[ns]" ] }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" + "execution_count": 436, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "asolve[[\"solve_time\", \"elapsed_time\"]].sum()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d2e738d7-425f-4141-915c-fcb3b4dc38c9", + "metadata": {}, + "outputs": [], + "source": [ + "df2[\"time_delta\"] = df2[\"time_stamp\"].diff()\n", + "df2[\"elapsed_seconds\"] = df2[\"time_delta\"] / pd.Timedelta(\"00:00:01\")" + ] + }, + { + "cell_type": "code", + "execution_count": 416, + "id": "7d0425f3-98ee-467a-a39c-0bfdb0abb6f3", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_57027/4129826495.py:2: SettingWithCopyWarning: \n", + "A value is trying to be set on a copy of a slice from a DataFrame.\n", + "Try using .loc[row_indexer,col_indexer] = value instead\n", + "\n", + "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", + " asolve[\"solve_time\"] = pd.to_timedelta(asolve[\"solve_time\"])\n" + ] + }, + { + "ename": "KeyError", + "evalue": "'elapsed_time'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", + "File \u001b[0;32m~/mambaforge/envs/fipy3k_again/lib/python3.10/site-packages/pandas/core/indexes/base.py:3621\u001b[0m, in \u001b[0;36mIndex.get_loc\u001b[0;34m(self, key, method, tolerance)\u001b[0m\n\u001b[1;32m 3620\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m-> 3621\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_engine\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_loc\u001b[49m\u001b[43m(\u001b[49m\u001b[43mcasted_key\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 3622\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m err:\n", + "File \u001b[0;32m~/mambaforge/envs/fipy3k_again/lib/python3.10/site-packages/pandas/_libs/index.pyx:136\u001b[0m, in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[0;34m()\u001b[0m\n", + "File \u001b[0;32m~/mambaforge/envs/fipy3k_again/lib/python3.10/site-packages/pandas/_libs/index.pyx:163\u001b[0m, in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[0;34m()\u001b[0m\n", + "File \u001b[0;32mpandas/_libs/hashtable_class_helper.pxi:5198\u001b[0m, in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[0;34m()\u001b[0m\n", + "File \u001b[0;32mpandas/_libs/hashtable_class_helper.pxi:5206\u001b[0m, in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[0;34m()\u001b[0m\n", + "\u001b[0;31mKeyError\u001b[0m: 'elapsed_time'", + "\nThe above exception was the direct cause of the following exception:\n", + "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", + "Input \u001b[0;32mIn [416]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m asolve\u001b[38;5;241m.\u001b[39mloc[asolve[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msolve_time\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m.\u001b[39misna(), \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msolve_time\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m0\u001b[39m \u001b[38;5;66;03m# pd.to_timedelta(0)\u001b[39;00m\n\u001b[1;32m 2\u001b[0m asolve[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msolve_time\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m pd\u001b[38;5;241m.\u001b[39mto_timedelta(asolve[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msolve_time\u001b[39m\u001b[38;5;124m\"\u001b[39m])\n\u001b[0;32m----> 3\u001b[0m asolve\u001b[38;5;241m.\u001b[39mloc[\u001b[43masolve\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43melapsed_time\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m]\u001b[49m\u001b[38;5;241m.\u001b[39misna(), \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124melapsed_time\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m0\u001b[39m \u001b[38;5;66;03m# pd.to_timedelta(0)\u001b[39;00m\n\u001b[1;32m 4\u001b[0m asolve[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124melapsed_time\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m pd\u001b[38;5;241m.\u001b[39mto_timedelta(asolve[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124melapsed_time\u001b[39m\u001b[38;5;124m\"\u001b[39m])\n", + "File \u001b[0;32m~/mambaforge/envs/fipy3k_again/lib/python3.10/site-packages/pandas/core/frame.py:3505\u001b[0m, in \u001b[0;36mDataFrame.__getitem__\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m 3503\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcolumns\u001b[38;5;241m.\u001b[39mnlevels \u001b[38;5;241m>\u001b[39m \u001b[38;5;241m1\u001b[39m:\n\u001b[1;32m 3504\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_getitem_multilevel(key)\n\u001b[0;32m-> 3505\u001b[0m indexer \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcolumns\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_loc\u001b[49m\u001b[43m(\u001b[49m\u001b[43mkey\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 3506\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m is_integer(indexer):\n\u001b[1;32m 3507\u001b[0m indexer \u001b[38;5;241m=\u001b[39m [indexer]\n", + "File \u001b[0;32m~/mambaforge/envs/fipy3k_again/lib/python3.10/site-packages/pandas/core/indexes/base.py:3623\u001b[0m, in \u001b[0;36mIndex.get_loc\u001b[0;34m(self, key, method, tolerance)\u001b[0m\n\u001b[1;32m 3621\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_engine\u001b[38;5;241m.\u001b[39mget_loc(casted_key)\n\u001b[1;32m 3622\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m err:\n\u001b[0;32m-> 3623\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m(key) \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01merr\u001b[39;00m\n\u001b[1;32m 3624\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mTypeError\u001b[39;00m:\n\u001b[1;32m 3625\u001b[0m \u001b[38;5;66;03m# If we have a listlike key, _check_indexing_error will raise\u001b[39;00m\n\u001b[1;32m 3626\u001b[0m \u001b[38;5;66;03m# InvalidIndexError. Otherwise we fall through and re-raise\u001b[39;00m\n\u001b[1;32m 3627\u001b[0m \u001b[38;5;66;03m# the TypeError.\u001b[39;00m\n\u001b[1;32m 3628\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_check_indexing_error(key)\n", + "\u001b[0;31mKeyError\u001b[0m: 'elapsed_time'" + ] } ], "source": [ - "x10, y10, var10x10 = np.loadtxt(\"gpu/pyamgx/LinearGMRESSolver/100/solution.tsv\", skiprows=1, unpack=True)\n", - "var10x10 = var10x10.reshape((10,10))\n", - "plt.imshow(var10x10)" + "asolve.loc[asolve[\"elapsed_time\"].isna(), \"elapsed_time\"] = 0 # pd.to_timedelta(0)\n", + "asolve[\"elapsed_time\"] = pd.to_timedelta(asolve[\"elapsed_time\"])" ] }, { "cell_type": "code", - "execution_count": 238, - "id": "c7023674-3e76-4ae8-bf5d-ae2785c500fd", + "execution_count": 294, + "id": "b65b5b77-eb23-4a6e-beba-66d999eb2599", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 238, + "execution_count": 294, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, "metadata": { @@ -1085,67 +1600,59 @@ } ], "source": [ - "x100, y100, var100x100 = np.loadtxt(\"gpu/pyamgx/LinearGMRESSolver/10000/solution.tsv\", skiprows=1, unpack=True)\n", - "var100x100 = var100x100.reshape((100,100))\n", - "plt.imshow(var100x100)" + "fig, ax = plt.subplots(figsize=(8,6))\n", + "for label, group in linuxdf.groupby([\"solver_suite\", \"solver_class\", \"preconditioner\"]):\n", + " group.plot(\"numberOfElements\", \"elapsed_seconds\", loglog=True, ax=ax, label=label)\n", + "plt.legend(bbox_to_anchor=(1., 1.))" ] }, { "cell_type": "code", - "execution_count": 239, - "id": "28a4c16b-36ce-4117-b139-d114e5fd39e5", + "execution_count": 295, + "id": "d26219d3-39ad-4598-8cff-204ba2441749", "metadata": {}, "outputs": [ { "data": { + "image/png": "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\n", "text/plain": [ - "" + "
" ] }, - "execution_count": 239, - "metadata": {}, - "output_type": "execute_result" + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" - } - ], - "source": [ - "x1000, y1000, var1000x1000 = np.loadtxt(\"gpu/pyamgx/LinearGMRESSolver/1000000/solution.tsv\", skiprows=1, unpack=True)\n", - "var1000x1000 = var1000x1000.reshape((1000,1000))\n", - "plt.imshow(var1000x1000)" - ] - }, - { - "cell_type": "code", - "execution_count": 246, - "id": "db45cf8c-1052-4fcb-9862-e0ec245e0881", - "metadata": {}, - "outputs": [ + }, { "data": { + "image/png": "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\n", "text/plain": [ - "[]" + "
" ] }, - "execution_count": 246, - "metadata": {}, - "output_type": "execute_result" + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, "metadata": { @@ -1155,102 +1662,99 @@ } ], "source": [ - "plt.plot(x10[:10], var10x10[0, ...])\n", - "plt.plot(x100[:100], var100x100[0, ...])\n", - "plt.plot(x1000[:1000], var1000x1000[0, ...])" + "for solver_class, group1 in linuxdf.groupby([\"solver_class\"]):\n", + " fig, ax = plt.subplots(figsize=(8,6))\n", + " for label, group2 in group1.groupby([\"solver_suite\", \"preconditioner\"]):\n", + " group2.plot(\"numberOfElements\", \"elapsed_seconds\", loglog=True, ax=ax, label=label)\n", + " plt.legend()\n", + " plt.title(solver_class)" ] }, { - "cell_type": "code", - "execution_count": 316, - "id": "391924b4-7027-46b0-ac95-a34e8b4d848e", + "cell_type": "markdown", + "id": "be9e2578-d5c0-4619-a1ea-19d6481d9fa4", "metadata": {}, + "source": [ + "## Compare solutions" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "12e22ba6-ef3c-4f7c-a4bb-e7ae39a6742d", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, "outputs": [ { "data": { + "image/png": "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\n", "text/plain": [ - "[]" + "
" ] }, - "execution_count": 316, - "metadata": {}, - "output_type": "execute_result" + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" - } - ], - "source": [ - "plt.plot(x10, var10x10.flat)\n", - "plt.plot(x100, var100x100.flat)\n", - "plt.plot(x1000, var1000x1000.flat)" - ] - }, - { - "cell_type": "code", - "execution_count": 247, - "id": "6f31d15d-b0ae-403f-8889-a68452ab140d", - "metadata": {}, - "outputs": [ + }, { "data": { + "image/png": "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\n", "text/plain": [ - "" + "
" ] }, - "execution_count": 247, - "metadata": {}, - "output_type": "execute_result" + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" - } - ], - "source": [ - "x10, y10, var10x10 = np.loadtxt(\"gpu/pyamgx/LinearPCGSolver/100/solution.tsv\", skiprows=1, unpack=True)\n", - "var10x10 = var10x10.reshape((10,10))\n", - "plt.imshow(var10x10)" - ] - }, - { - "cell_type": "code", - "execution_count": 248, - "id": "8f60c677-90b2-4939-a1b8-94548ff289ef", - "metadata": {}, - "outputs": [ + }, { "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAA6EAAAE1CAYAAAAWM+ZWAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAAi3UlEQVR4nO3dfbykd10f/M83m02ChIdkk3BHEogi9aXlhqBbtCAllWfUAla9oYrhrt6htalYqS1qKxGLWhSl2gKNBRPLg+XmoUSLIkUoRi1koQGSBsRiwJA0DxtCsknYJLu//nFdR4aTc87M7pnzmzk57/frNa9z5nqa71w78935nOt3XVOttQAAAEAPxyy6AAAAAHYOIRQAAIBuhFAAAAC6EUIBAADoRggFAACgGyEUAACAboRQAI5YVf1xVT12gY//d6rqtxf1+ADA0RNCATapqt5YVddV1a1V9WdV9cMT846rqrdV1dVV1arqnCPY7vOq6lNV9cWquqGqLq6qB07MP7+q9lXVwaq66AhrfmFVXbrOvF+uqk9X1W1V9cmq+sFV878ryW2ttf9xJI85T621S5I8qqoePe9tV9VZVfX+qrpjfP5P2WDZqqp/XVX7x9srq6qOdFtV9Zvj6+PrJqY9tKreVVU3V9U1VfUP1ln33HHdH141/Z9U1f8eXz9vqKrjJ+Z9oKq+VFUHxtunVq37fVV11fga+J9V9ZxV87+pqj44rnt9Vb14Yt7jq+rD47ofr6pvm5h3elVdUlXXjjWftWq7F1XVXRN1HaiqXRPzz66qj4z78yNVdfY6++QPx+0fu8a8R47P/Y0T0zZ8n1bVT1TVFeNz+ouq+omJeQ9bVe+BcRsvmVjm1Kp6c1XdUlVfqKo3rVU3wE4hhAJs3i8kOau19sAkfyfJv6qqb56Yf2mSH0jyv49wu3+c5AmttQcl+dokxyb5VxPzrx3vv+FoC1/H7Um+K8mDkpyb5N9U1eMn5v+DJP/xaDa8Tii417QZt/GWJOcdTR1TvCXJ/0iyJ8lPJ3lbVZ26zrLnJXlOksckeXSS70zyoiPZ1hjSHrHGtt+Y5C+SPCTJdyT5+ar626vWPSnJTya5ctX0pyd5aZInJzkrw+vnZ1dt//zW2onj7esn1n3o+Ng/nuSBSX4iyZur6rRx/ilJfj/Jvx+f19cl+YNx3slJLknyS0kenOSVSX5nrDNJDo/r/t01nu+KV07UdWJr7dC47eOSvGus7aQkFyd51zh98rl/f4b3ynr+XZLL1pi+0fu0kvzg+LjPSHJ+VT0vSVprn5usN8n/PT7Pt0+s/45xuw9PclqSX96gPoD7PCEUYJNaa1e21g6u3B1vjxjn3dVae3Vr7dIkhybXG4++XF5V/3i8v6uGYa4/M677l621myZWOZThA//K476jtfafk+yf8/N5WWvtk621w621DyX5oyR/c6XmJN+e5L9NPI9jquqlVfW/xqOBbx3DyMqRwFZVP1RVn0vyhzUchf3jqvrVqro5yQVV9aCq+q2qurGqPltV/6Kqjhm3ca/lx4f+QIZwNjdV9deSfFOSl7XW7mytvT3JJ7J+aDo3yataa9e01j6f5FVJXjjrtsZA/etJzl9Vx4lJzknyitba3a21jyV5W5K/v+rxfyHJryW5adX0c5O8fnxtfiHJz63UNYMzktzSWvu9NvgvGf4wsRKUfzzJe1prb2qtHWyt3dZau2qc9/gk17fW/v/W2qHW2huT3Jjku5OktXZ9a+01WTsETnNOhnD56vFxfy1DOPz2lQWq6kFJXpbkn621gTE43pLkfZPTN3qfjvNf2Vr7aGvtntbapzKE4SesU+cPJvlga+3q8TGfluTMJD/RWvvi+O+5sFEEAMtACAWYg6p6TVXdkeSTSa5L8u5p67TW7spw5OXlVfUNGY5c7UryiontfltVfTHJbRnCy6uPoKZbJodCHo2qul+Sv5EvH2l7ZJLDrbVrJhb70QxHA5+U5KuTfCHD0aZJT0ryDUmePt7/liSfyXBU6BUZgtjKEd8nZfgg//9OrL96+SS5KslZNTFEeVXtvzvug7Vuv7vOU/7rST7TWrttYtrHxunrLf+xdZadZVv/JENg+fjq8lf9XPn9URPP73FJ9iZ53Yx1PaSq9kxM+4WqumkM+OdMTN+X5KoazrvdVcNQ3INJVmr81iQ3V9Wf1DBM/Heq6mETNU7WfK+6Z/AjNQxB/khVTYb/v57k4621NjHt4/nK/fnzSV6bNY5mjq+Tlyd5yep5R6KqKskTs+ro84QfzHCUdsW3JvlUkovHP9JcVlVP2kwNANudEAowB621H0nygAwfTt+R4UP7LOtdkWFI7TuT/NMkL1gZfjjOv3QcjntGhiGOVx9BTQ8ej+xsxusyBJj3jPcfnCEQT3pRkp8ejwYezHCk8ntWDbO9oLV2e2vtzvH+ta21X2+t3ZPkriT/T5KfHI+qXZ3hiOILJtb/q+UntrFSx4PXKry19p3jPljr9p3rPN8Tk3xx1bQvZvi3nWX5LyY5cQwqG26rqs7MsO9+Zo3ab8swHPtfVtUJVfVNGf4I8VXjuruSvCbJP26tHZ6xrkw8j3+eIfA/NMmFGYbMrhy9P5Tkt5K8OcPr+M1JXtRau31c94wMR1pfnORhGYYMv2Wc9ydJvrqqnl9Vu6vq3AxHUL9qjRrX8msZ/tBxWpJ/meSiqlo54jhtf+7NcHTy19fZ9s9lODr8lzPWsp4LMnx++s3VM6rqiRmGT79tYvIZSZ6W5P1J/q8Mr+13jcOaAXYkIRRgTsbhh5dm+ND5D49g1YsznLf37tbap9fZ9ucznEvX7YqwVfVLGY5gfd/E0acv5N6B7OFJ3rlylDHDEcpDGT6Mr1j9wX/y/ilJjkvy2Ylpn80QkNZbPxN13LLhEzkyBzKcBznpgbl38F5v+QcmOTDur2nbenWSl7fWVgerFd+f5GsyPPfXJnlTkpUj0D+S4ajgnx5BXVl57Nbah8bAf7C1dnGGwPusJKnh4kmvzDD89bgMR6b/Q335IkB3Jnlna+2y1tqXMpxr+viqelBrbX+SZ2cYsnt9hvMn/+tE3Rsah7zuH//Y8O7xOX/3Os9p5XndNg7dfk2SF49/2PgKY+1PSfKrs9Sxnqo6P8ORzu+YGII/6dwkb2+tHZiYdmeSq1trrx+H4v52hn/T9YbzAtznCaEA83ds1r7QzHpek+R3kzx9yvDZI93uUauqn03yzCRPa63dOjHr08PsWh0Qn7nqSOMJY3BeMTmEcvX9m5LcnSHMrnhYko3WT4bhvVevqm/yOfxe3fuqpSu331trnQxDLL+2qiaD9mOy/tDLK8f5ay07bVtPTvJLNVzBdmX46J9W1d9LktbaZ8ejuae21r4lw0WAPjyx7nMn1n18kldV1b/doK7rx5C4lpYvD6M9O8MQ4X3jecGXJflQhhCXDENg26p1s7J+a+2/tdb+Rmvt5AxHs79+ou4jNVnXlUkePR5lXvHocfoDMwxN/k/j/lg55/Sa8ejkORn+0PO5cf4/TfJ3q+qjsxZSVX8/48WeVg1HX5l/vyTfm68cipvce38B7HhCKMAmVNVpNXyVyonj+XNPT/L8JH84sczxVXXCePe4cXhljfNekOSbM1w05kcznDd24jjv+2v4+oeqqodnOBfyfRPbPXbc7q4ku8btHsmVZmtc569u48SfTPL3kjx1dWhprd2d4cjW5Dltr0vyirHGla+jePasRYzDP986buMB43Z+PMNVUDfypCTrhcm01p7ZvvIqq5O3Z66zzp8luTzJy8Z98twMQeftay2fYdjqj9fwdSpfneF8w4tm3NZfyxAOzx5vyXBV4ncmSVV9w7g/jquqH8gwpPNXxuVemCGEr6y7L8MRyZ+eqOuHquoba7gy7b9YqauqHlxVT195vdRwNdm/lS8Pub4syRNXjnzW8H2wT8yXzwn9zQwB+Oyq2p1h2OylrbVbVpYfh+I+MMNVYK9pra1sO+PrbOXrYibfG6mq7xnfS8fUcEGfH8hwtd1kuBDVoSQ/Or6nVi7m9IcZhuV+9cT+eNY475szBOgLM/wBZ2X+65L8l3z5HOVp79Pvz3C+6VNba5/J2p6b4aj8+1dNf2eSk2r4Kp1dVfU9GY7y//E62wG472utubm5ubkd5S3JqRmuFHtLklszXP30/1u1zNX58lVzV25nZTjatz/D17CsLPufkvzG+PsrMgxjvH38eWGSPRPLXrDGdi+YmH8gyRPXqfuFa6zbMhxtbRnOBTwwcfupiXW/I8nvTdw/JkNo/FSG4Z7/K8nPj/POWtnuqse+dFU9J2UInTdmOLL6M0mOWW/5cfonkjxmC/5Nz8oQeO4cn9NTJuY9McNw25X7lWHo6s3j7ZVJapZtrfG4LcnXTdz/sXF/3J7h60P2brDuB5L88KppK0Nib80QHI+feM1eNv5b3ZLkv2cIV5Prnp/kz8dlPpPkJavm/8MMR6q/kOR3kpw5Me8tGULhFzO8nk9b43l+xW1i3h+N692a4Vzk561a97FJPjLuz48meewG/4Zf8bpbNf+CJG+c5X06zvuLDEfrJ98Tr1u1/nuS/Nw6j/fE8fV6IMMfDNZ8X7q5ubntlFu1ZoQIAEemqi7NcFGchXzVRFV9V4aLOH3fIh4fADh6QigAAADdOCcUAACAboRQAAAAuhFCAQAA6OZILuW/aaecvKs9/Mz1H/LwDF+jNW2JwzOc43ooteH8w1Pmz7LM4TZ9G4em/A1glm0cnsM25lHHoTZlGzPs06nbmGV/TFnm8OHp22hTtjHTadTTHmeGOnJ449k1Qx11aMr8KY+RJMfc62vfV82/e/pG6kt3bTj/1ntuuqm1dur0araH4+r4dkLuv+gygCVzW75wn+p1p5y8q5115u5158/yuW7aMrN8rpv6mWzqFmb5XDf9uM1cPk/N5bPhxstM+7w1yzIzfVaeUussdeyoz3UzvFCnLTPtc1+SHDNlmWPumqGQ2+/ccPYsvW5TIbSqnpHk32T4jrr/0Fr7xY2Wf/iZx+a///4Z686/s238QTVJvtQ23nN3zPBKuv3wxi/6O9r03XJ7O27jbRw+fsP5SXLr4RM2nD/LNm47dL8p29i4zmEbG9dx4NAMddy98TZuPzS9jgN3b/w4t989fRt33r3+f4ZJcsddG89PkoMHN17mnrt2Td3G4S9t/BqqL01vvLvu2HiZY++c3vCOvX3j+cfdOv39csIXNl7mq64/OHUbu6/47Ibz33PThRsvsGBH2utOyP3zLfXkLrUB28d/bW+7T/W6s87cnQ+/58x15x9sd099zDsOb7zM7W36B+I7poSMOw7P8rlu4//7b5/lM9nhjT+T3T7LZ7Ip2zgw5TNbMv2z3xfv2fgxkuT2e6Z8Jrtnhs9107Yxw+e62+/aeJk7Z/hc96V5fK67cw6f6+6c8rnujumf63Yf2Hj+bJ/rNn5PfdW1X5q6jfqTj204f5Zed9TDcatqV5J/l+SZSb4xyfOr6huPdnsAy0ivA3YCvQ7oaTPnhD4uyZ+31j7TWrsryW8nefZ8ygJYGnodsBPodUA3mwmhD03ylxP3rxmnfYWqOq+q9lXVvpv2zzIqH2CpHHGvuzvThygDLJkj7nU37p/hBDSANWwmhK41cPleA5Fbaxe21va21vaessfFeIFt54h73e5MP3cIYMkcca87dc/0c+kA1rKZVHhNksmz0c9Icu3mygFYOnodsBPodUA3mwmhlyV5ZFV9TVUdl+R5SS6ZT1kAS0OvA3YCvQ7o5qi/oqW1dk9VnZ/kPRku5f2G1tqVc6sMYAnodcBOoNcBPW3qe0Jba+9O8u451QKwlPQ6YCfQ64BeXCkIAACAboRQAAAAuhFCAQAA6EYIBQAAoBshFAAAgG6EUAAAALoRQgEAAOhGCAUAAKAbIRQAAIBuhFAAAAC6EUIBAADoRggFAACgGyEUAACAboRQAAAAuhFCAQAA6EYIBQAAoBshFAAAgG6EUAAAALoRQgEAAOhGCAUAAKAbIRQAAIBuhFAAAAC6EUIBAADoRggFAACgGyEUAACAboRQAAAAuhFCAQAA6EYIBQAAoBshFAAAgG6EUAAAALoRQgEAAOhGCAUAAKAbIRQAAIBuhFAAAAC6OXYzK1fV1UluS3IoyT2ttb3zKApgmeh1wE6h3wE9bCqEjv52a+2mOWwHYJnpdcBOod8BW8pwXAAAALrZbAhtSf6gqj5SVeettUBVnVdV+6pq3037D2/y4QAW4oh63d052Lk8gLnZsN9N9rob9x9aQHnAfcFmh+M+obV2bVWdluS9VfXJ1toHJxdorV2Y5MIk+ebHHN82+XgAi3BEve6BdbJeB2xXG/a7yV639zEn6HXAUdnUkdDW2rXjzxuSvDPJ4+ZRFMAy0euAnUK/A3o46hBaVfevqges/J7kaUmumFdhAMtArwN2Cv0O6GUzw3EfkuSdVbWynTe31n5/LlUBLA+9Dtgp9Dugi6MOoa21zyR5zBxrAVg6eh2wU+h3QC++ogUAAIBuhFAAAAC6EUIBAADoRggFAACgGyEUAACAboRQAAAAuhFCAQAA6EYIBQAAoBshFAAAgG6EUAAAALoRQgEAAOhGCAUAAKAbIRQAAIBuhFAAAAC6EUIBAADoRggFAACgGyEUAACAboRQAAAAuhFCAQAA6EYIBQAAoBshFAAAgG6EUAAAALoRQgEAAOhGCAUAAKAbIRQAAIBuhFAAAAC6EUIBAADoRggFAACgGyEUAACAboRQAAAAuhFCAQAA6EYIBQAAoBshFAAAgG6mhtCqekNV3VBVV0xMO7mq3ltVnx5/nrS1ZQJsLb0O2Cn0O2DRZjkSelGSZ6ya9tIk72utPTLJ+8b7ANvZRdHrgJ3houh3wAJNDaGttQ8muXnV5GcnuXj8/eIkz5lvWQB96XXATqHfAYt2tOeEPqS1dl2SjD9PW2/BqjqvqvZV1b6b9h8+yocDWIij6nV352C3AgHmZKZ+N9nrbtx/qGuBwH3Hll+YqLV2YWttb2tt7yl7XAcJuG+a7HW7c/yiywHYEpO97tQ9uxZdDrBNHW0qvL6qTk+S8ecN8ysJYGnodcBOod8B3RxtCL0kybnj7+cmedd8ygFYKnodsFPod0A3s3xFy1uS/GmSr6+qa6rqh5L8YpKnVtWnkzx1vA+wbel1wE6h3wGLduy0BVprz19n1pPnXAvAwuh1wE6h3wGL5kpBAAAAdCOEAgAA0I0QCgAAQDdCKAAAAN0IoQAAAHQjhAIAANCNEAoAAEA3QigAAADdCKEAAAB0I4QCAADQjRAKAABAN0IoAAAA3QihAAAAdCOEAgAA0I0QCgAAQDdCKAAAAN0IoQAAAHQjhAIAANCNEAoAAEA3QigAAADdCKEAAAB0I4QCAADQjRAKAABAN0IoAAAA3QihAAAAdCOEAgAA0I0QCgAAQDdCKAAAAN0IoQAAAHQjhAIAANCNEAoAAEA3QigAAADdCKEAAAB0MzWEVtUbquqGqrpiYtoFVfX5qrp8vD1ra8sE2Fp6HbBT6HfAos1yJPSiJM9YY/qvttbOHm/vnm9ZAN1dFL0O2Bkuin4HLNDUENpa+2CSmzvUArAweh2wU+h3wKJt5pzQ86vq4+OQjpPmVhHActHrgJ1CvwO6ONoQ+tokj0hydpLrkrxqvQWr6ryq2ldV+27af/goHw5gIY6q192dg53KA5ibmfrdZK+7cf+hjuUB9yVHFUJba9e31g611g4n+Y0kj9tg2Qtba3tba3tP2eNivMD2cbS9bneO71ckwBzM2u8me92pe3b1LRK4zziqVFhVp0/cfW6SK9ZbFmC70uuAnUK/A3o6dtoCVfWWJOckOaWqrknysiTnVNXZSVqSq5O8aOtKBNh6eh2wU+h3wKJNDaGtteevMfn1W1ALwMLodcBOod8Bi+YkTQAAALoRQgEAAOhGCAUAAKAbIRQAAIBuhFAAAAC6EUIBAADoRggFAACgGyEUAACAboRQAAAAuhFCAQAA6EYIBQAAoBshFAAAgG6EUAAAALoRQgEAAOhGCAUAAKAbIRQAAIBuhFAAAAC6EUIBAADoRggFAACgGyEUAACAboRQAAAAuhFCAQAA6EYIBQAAoBshFAAAgG6EUAAAALoRQgEAAOhGCAUAAKAbIRQAAIBuhFAAAAC6EUIBAADoRggFAACgGyEUAACAboRQAAAAuhFCAQAA6GZqCK2qM6vq/VV1VVVdWVUvHqefXFXvrapPjz9P2vpyAbaGXgfsBHodsAxmORJ6T5KXtNa+Icm3JvlHVfWNSV6a5H2ttUcmed94H2C70uuAnUCvAxZuaghtrV3XWvvo+PttSa5K8tAkz05y8bjYxUmes0U1Amw5vQ7YCfQ6YBkc0TmhVXVWkscm+VCSh7TWrkuGhpbktHXWOa+q9lXVvpv2H95kuQBbb7O97u4c7FYrwNHabK+7cf+hbrUC9y0zh9CqOjHJ25P8WGvt1lnXa61d2Frb21rbe8oe10EClts8et3uHL91BQLMwTx63al7dm1dgcB92kypsKp2Z2hUb2qtvWOcfH1VnT7OPz3JDVtTIkAfeh2wE+h1wKLNcnXcSvL6JFe11n5lYtYlSc4dfz83ybvmXx5AH3odsBPodcAyOHaGZZ6Q5AVJPlFVl4/TfirJLyZ5a1X9UJLPJfneLakQoA+9DtgJ9Dpg4aaG0NbapUlqndlPnm85AIuh1wE7gV4HLANXCgIAAKAbIRQAAIBuhFAAAAC6EUIBAADoRggFAACgGyEUAACAboRQAAAAuhFCAQAA6EYIBQAAoBshFAAAgG6EUAAAALoRQgEAAOhGCAUAAKAbIRQAAIBuhFAAAAC6EUIBAADoRggFAACgGyEUAACAboRQAAAAuhFCAQAA6EYIBQAAoBshFAAAgG6EUAAAALoRQgEAAOhGCAUAAKAbIRQAAIBuhFAAAAC6EUIBAADoRggFAACgGyEUAACAboRQAAAAuhFCAQAA6EYIBQAAoJupIbSqzqyq91fVVVV1ZVW9eJx+QVV9vqouH2/P2vpyAbaGXgfsBHodsAyOnWGZe5K8pLX20ap6QJKPVNV7x3m/2lr75a0rD6AbvQ7YCfQ6YOGmhtDW2nVJrht/v62qrkry0K0uDKAnvQ7YCfQ6YBkc0TmhVXVWkscm+dA46fyq+nhVvaGqTlpnnfOqal9V7btp/+HNVQvQwWZ73d052KtUgKO22V534/5DvUoF7mNmDqFVdWKStyf5sdbarUlem+QRSc7O8Be1V621Xmvtwtba3tba3lP2uA4SsNzm0et25/he5QIclXn0ulP37OpVLnAfM1MqrKrdGRrVm1pr70iS1tr1rbVDrbXDSX4jyeO2rkyArafXATuBXgcs2ixXx60kr09yVWvtVyamnz6x2HOTXDH/8gD60OuAnUCvA5bBLFfHfUKSFyT5RFVdPk77qSTPr6qzk7QkVyd50RbUB9CLXgfsBHodsHCzXB330iS1xqx3z78cgMXQ64CdQK8DloErBQEAANCNEAoAAEA3QigAAADdCKEAAAB0I4QCAADQjRAKAABAN0IoAAAA3QihAAAAdCOEAgAA0I0QCgAAQDdCKAAAAN0IoQAAAHQjhAIAANCNEAoAAEA3QigAAADdCKEAAAB0I4QCAADQjRAKAABAN0IoAAAA3QihAAAAdCOEAgAA0I0QCgAAQDdCKAAAAN0IoQAAAHQjhAIAANCNEAoAAEA3QigAAADdCKEAAAB0I4QCAADQjRAKAABAN0IoAAAA3QihAAAAdCOEAgAA0I0QCgAAQDdTQ2hVnVBVH66qj1XVlVX1s+P0k6vqvVX16fHnSVtfLsDW0OuAnUCvA5bBLEdCDyb59tbaY5KcneQZVfWtSV6a5H2ttUcmed94H2C70uuAnUCvAxZuaghtgwPj3d3jrSV5dpKLx+kXJ3nOVhQI0INeB+wEeh2wDGY6J7SqdlXV5UluSPLe1tqHkjyktXZdkow/T1tn3fOqal9V7btp/+E5lQ0wf/PqdXfnYLeaAY7UvHrdjfsPdasZuG+ZKYS21g611s5OckaSx1XVo2Z9gNbaha21va21vafscR0kYHnNq9ftzvFbViPAZs2r1526Z9eW1Qjctx1RKmyt3ZLkA0mekeT6qjo9ScafN8y7OIBF0OuAnUCvAxZllqvjnlpVDx5/v1+SpyT5ZJJLkpw7LnZukndtUY0AW06vA3YCvQ5YBtVa23iBqkdnOEF9V4bQ+tbW2surak+StyZ5WJLPJfne1trNU7Z1Y5LPTkw6JclNR19+V9ulVnXO33apdTvX+fDW2qmLKGaFXvdXtkut6py/7VLrdq5Tr1se26VWdc7fdql1u9SZ3LvWqb1uagjdSlW1r7W2d2EFHIHtUqs652+71KrO5bWdnvN2qVWd87ddalXn8tpOz3m71KrO+dsutW6XOpOjq9WVggAAAOhGCAUAAKCbRYfQCxf8+Ediu9SqzvnbLrWqc3ltp+e8XWpV5/xtl1rVuby203PeLrWqc/62S63bpc7kKGpd6DmhAAAA7CyLPhIKAADADiKEAgAA0M3CQmhVPaOqPlVVf15VL11UHdNU1dVV9Ymquryq9i26nklV9YaquqGqrpiYdnJVvbeqPj3+PGmRNY41rVXnBVX1+XG/Xl5Vz1pkjWNNZ1bV+6vqqqq6sqpePE5fqn26QZ3LuE9PqKoPV9XHxlp/dpy+VPt0K+l1m6fXzZdetyW16nV63abpdfO1XXrdlFqXar/Os9ct5JzQqtqV5M+SPDXJNUkuS/L81tr/7F7MFFV1dZK9rbWl+7LYqvpbSQ4k+a3W2qPGaa9McnNr7RfH/wROaq398yWs84IkB1prv7zI2iZV1elJTm+tfbSqHpDkI0mek+SFWaJ9ukGd35fl26eV5P6ttQNVtTvJpUlenOS7s0T7dKvodfOh182XXjd/ep1eNw963Xxtl16XbJ9+N89et6gjoY9L8uettc+01u5K8ttJnr2gWrat1toHk9y8avKzk1w8/n5xhhfwQq1T59JprV3XWvvo+PttSa5K8tAs2T7doM6l0wYHxru7x1vLku3TLaTXzYFeN1963fzpdXrdPOh187Vdel2yffrdPHvdokLoQ5P85cT9a7KEO3rUkvxBVX2kqs5bdDEzeEhr7bpkeEEnOW3B9Wzk/Kr6+DisY+FDISZV1VlJHpvkQ1nifbqqzmQJ92lV7aqqy5PckOS9rbWl3qdzptdtne30Glq69+UKvW5+9Dq9botsp9fQ0r0vV2yXXpcsf7+bV69bVAitNaYt63fFPKG19k1JnpnkH41DENi81yZ5RJKzk1yX5FULrWZCVZ2Y5O1Jfqy1duui61nPGnUu5T5trR1qrZ2d5Iwkj6uqRy24pJ70OpbyfZnodfOm192LXrezLOX7Mtk+vS7ZHv1uXr1uUSH0miRnTtw/I8m1C6plQ621a8efNyR5Z4YhJ8vs+nFc+cr48hsWXM+aWmvXjy/iw0l+I0uyX8fx7W9P8qbW2jvGyUu3T9eqc1n36YrW2i1JPpDkGVnCfbpF9Lqtsy1eQ8v6vtTrto5el0Svm6dt8Rpa1vfldul1yfbrd5vtdYsKoZcleWRVfU1VHZfkeUkuWVAt66qq+48nB6eq7p/kaUmu2Hithbskybnj7+cmedcCa1nXygt19NwswX4dT7Z+fZKrWmu/MjFrqfbpenUu6T49taoePP5+vyRPSfLJLNk+3UJ63dbZFq+hJX1f6nVzptfpdVtoW7yGlvR9uS16XbJ9+t08e91Cro6bJDVcYvjVSXYleUNr7RULKWQDVfW1Gf5KliTHJnnzMtVZVW9Jck6SU5Jcn+RlSf5zkrcmeViSzyX53tbaQk8eX6fOczIMLWhJrk7yopWx5ItSVd+W5I+SfCLJ4XHyT2UYk780+3SDOp+f5dunj85wgvquDH/0emtr7eVVtSdLtE+3kl63eXrdfOl186fX6XXzoNfN13bpdcn26Xfz7HULC6EAAADsPIsajgsAAMAOJIQCAADQjRAKAABAN0IoAAAA3QihAAAAdCOEAgAA0I0QCgAAQDf/BxdeHEppJ16uAAAAAElFTkSuQmCC\n", "text/plain": [ - "" + "
" ] }, - "execution_count": 248, - "metadata": {}, - "output_type": "execute_result" + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, "metadata": { @@ -1260,125 +1764,264 @@ } ], "source": [ - "x100, y100, var100x100 = np.loadtxt(\"gpu/pyamgx/LinearPCGSolver/10000/solution.tsv\", skiprows=1, unpack=True)\n", - "var100x100 = var100x100.reshape((100,100))\n", - "plt.imshow(var100x100)" + "reference = \"gpu/pyamgx/LinearGMRESSolver/10000/solution.tsv\"\n", + "datasets = glob.glob(\"gpu/pyamgx/LinearGMRESSolver/*/solution.tsv\")\n", + "datasets.sort()\n", + "for dataset in datasets:\n", + " compare(dataset, reference)" + ] + }, + { + "cell_type": "code", + "execution_count": 125, + "id": "ad715323-dedf-4af6-8d8a-981409fe3a27", + "metadata": {}, + "outputs": [], + "source": [ + "for path in glob.glob(\"linux/petsc/LinearPCGSolver/*/*/solution.tsv\"):\n", + " tsv2npz(path)" + ] + }, + { + "cell_type": "code", + "execution_count": 354, + "id": "eac36eb5-6b5f-4093-a618-17fb18004c20", + "metadata": {}, + "outputs": [], + "source": [ + "for path in glob.glob(\"linux/petsc/LinearGMRESSolver/*/*/solution.tsv\"):\n", + " tsv2npz(path)" + ] + }, + { + "cell_type": "code", + "execution_count": 355, + "id": "0738c40b-9f54-4d53-8e81-4e5bf7b20acb", + "metadata": {}, + "outputs": [], + "source": [ + "for path in glob.glob(\"linux/petsc/LinearCGSSolver/*/*/solution.tsv\"):\n", + " tsv2npz(path)" + ] + }, + { + "cell_type": "code", + "execution_count": 356, + "id": "9b781ebc-8411-4c01-bf29-4cd68179db68", + "metadata": {}, + "outputs": [], + "source": [ + "for path in glob.glob(\"linux/petsc/LinearLUSolver/*/*/solution.tsv\"):\n", + " tsv2npz(path)" + ] + }, + { + "cell_type": "code", + "execution_count": 357, + "id": "8d7aaf6c-f631-4289-b58c-20d08718c995", + "metadata": {}, + "outputs": [], + "source": [ + "for path in glob.glob(\"linux/scipy/*/*/*/solution.tsv\"):\n", + " tsv2npz(path)" ] }, { "cell_type": "code", - "execution_count": 249, - "id": "55f61e6a-d775-4c49-b742-7577198977de", + "execution_count": 352, + "id": "56135153-0274-4177-bf25-8b2577d10aa4", "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_69873/2078872991.py:31: RuntimeWarning: divide by zero encountered in log10\n", + " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" + ] + }, { "data": { + "image/png": "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\n", "text/plain": [ - "" + "
" ] }, - "execution_count": 249, "metadata": {}, - "output_type": "execute_result" + "output_type": "display_data" + } + ], + "source": [ + "plot_error_matrix(\"linux/petsc/LinearPCGSolver/*/*/solution.npz\",\n", + " \"linux/scipy/LinearPCGSolver/*/*/solution.npz\",\n", + " linux)" + ] + }, + { + "cell_type": "code", + "execution_count": 358, + "id": "67cb02fc-b8a4-46c3-84c0-849b4aca2d33", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_69873/2078872991.py:31: RuntimeWarning: divide by zero encountered in log10\n", + " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" + ] }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "x1000, y1000, var1000x1000 = np.loadtxt(\"gpu/pyamgx/LinearPCGSolver/1000000/solution.tsv\", skiprows=1, unpack=True)\n", - "var1000x1000 = var1000x1000.reshape((1000,1000))\n", - "plt.imshow(var1000x1000)" + "plot_error_matrix(\"linux/petsc/LinearPCGSolver/*/*/solution.npz\",\n", + " \"linux/petsc/LinearGMRESSolver/*/*/solution.npz\",\n", + " linux)" ] }, { "cell_type": "code", - "execution_count": 250, - "id": "c105cbd1-4bc6-48cf-abe6-2d8f4a807a0d", - "metadata": {}, + "execution_count": 359, + "id": "d987af97-1e43-4c03-a0ed-cc6c1281d683", + "metadata": { + "tags": [] + }, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_69873/2078872991.py:31: RuntimeWarning: divide by zero encountered in log10\n", + " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" + ] + }, { "data": { + "image/png": "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\n", "text/plain": [ - "[]" + "
" ] }, - "execution_count": 250, "metadata": {}, - "output_type": "execute_result" + "output_type": "display_data" + } + ], + "source": [ + "plot_error_matrix(\"linux/petsc/LinearPCGSolver/*/*/solution.npz\",\n", + " \"linux/petsc/LinearLUSolver/*/*/solution.npz\",\n", + " linux)" + ] + }, + { + "cell_type": "code", + "execution_count": 360, + "id": "b089f549-70df-4823-91d1-e86b69138b63", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_69873/2078872991.py:31: RuntimeWarning: divide by zero encountered in log10\n", + " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" + ] }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "plt.plot(x10[:10], var10x10[0, ...])\n", - "plt.plot(x100[:100], var100x100[0, ...])\n", - "plt.plot(x1000[:1000], var1000x1000[0, ...])" + "plot_error_matrix(\"linux/petsc/LinearPCGSolver/*/*/solution.npz\",\n", + " \"linux/petsc/LinearCGSSolver/*/*/solution.npz\",\n", + " linux)" ] }, { "cell_type": "code", - "execution_count": 242, - "id": "05ad79f3-93ab-4350-a09d-ea089e51dee4", + "execution_count": 361, + "id": "22af3904-b61e-4650-a84b-87b0dcf7185e", "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_69873/2078872991.py:31: RuntimeWarning: divide by zero encountered in log10\n", + " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" + ] + }, { "data": { + "image/png": "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\n", "text/plain": [ - "(10,)" + "
" ] }, - "execution_count": 242, "metadata": {}, - "output_type": "execute_result" + "output_type": "display_data" } ], "source": [ - "var10x10[..., 0].shape" + "plot_error_matrix(\"linux/petsc/*/*/*/solution.npz\",\n", + " \"linux/scipy/*/*/*/solution.npz\",\n", + " linux)" ] }, { "cell_type": "code", - "execution_count": 251, - "id": "ad2ad15f-2390-4fd1-ae85-891d62e24c5f", + "execution_count": 353, + "id": "29416f49-27a5-44e3-be09-f5444e870ff5", "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_69873/2078872991.py:31: RuntimeWarning: divide by zero encountered in log10\n", + " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" + ] + }, { "data": { + "image/png": "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\n", "text/plain": [ - "31.0" + "
" ] }, - "execution_count": 251, "metadata": {}, - "output_type": "execute_result" + "output_type": "display_data" } ], - "source": [] + "source": [ + "plot_error_matrix(\"linux/petsc/LinearPCGSolver/*/*/solution.npz\",\n", + " \"linux/petsc/LinearPCGSolver/*/*/solution.npz\",\n", + " linux)" + ] }, { "cell_type": "code", "execution_count": null, - "id": "dd6427dd-c556-423d-a732-b4770ca06aa7", + "id": "610d0b3b-06d0-47ea-a6f5-da3dc6ee231c", "metadata": {}, "outputs": [], "source": [] From 2b34d23d83f95a84389d2280151fc65ac86877dc Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 22 Jul 2022 16:45:36 -0400 Subject: [PATCH 120/303] Fix typo --- examples/benchmarking/solvers/diffusion.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/benchmarking/solvers/diffusion.py b/examples/benchmarking/solvers/diffusion.py index b6b12b3dc9..62d7811646 100644 --- a/examples/benchmarking/solvers/diffusion.py +++ b/examples/benchmarking/solvers/diffusion.py @@ -102,4 +102,4 @@ for field in (mesh.x, mesh.y, var.value)] numerix.savez(filename, x=mesh.x, y=mesh.y, value=value) - solver._log.debug("result stored in {}".format(filename) + solver._log.debug("result stored in {}".format(filename)) From bf01443a64033afae06de46539d2a4dadd8f8178 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 22 Jul 2022 19:56:42 -0400 Subject: [PATCH 121/303] Fix reshaping --- examples/benchmarking/solvers/diffusion.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/examples/benchmarking/solvers/diffusion.py b/examples/benchmarking/solvers/diffusion.py index 62d7811646..9321266b7c 100644 --- a/examples/benchmarking/solvers/diffusion.py +++ b/examples/benchmarking/solvers/diffusion.py @@ -98,8 +98,8 @@ if (args.output is not None) and (parallelComm.procID == 0): filename = os.path.join(path, "solution.npz") - x, y, value = [field.reshape((mesh.nx, mesh.ny)) - for field in (mesh.x, mesh.y, var.value)] + x, y, value = [field.value.reshape((mesh.nx, mesh.ny)) + for field in (mesh.x, mesh.y, var)] numerix.savez(filename, x=mesh.x, y=mesh.y, value=value) solver._log.debug("result stored in {}".format(filename)) From 94fbece692c0f9469f0062feafabcff7391771a4 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 22 Jul 2022 22:15:46 -0400 Subject: [PATCH 122/303] Constant diffusion --- examples/benchmarking/solvers/diffusion.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/benchmarking/solvers/diffusion.py b/examples/benchmarking/solvers/diffusion.py index 9321266b7c..b90ac435b2 100644 --- a/examples/benchmarking/solvers/diffusion.py +++ b/examples/benchmarking/solvers/diffusion.py @@ -36,7 +36,7 @@ var.constrain(args.left, where=mesh.facesLeft) var.constrain(args.right, where=mesh.facesRight) -eq = fp.TransientTerm() == fp.DiffusionTerm(coeff=var.harmonicFaceValue) +eq = fp.TransientTerm() == fp.DiffusionTerm() # coeff=var.harmonicFaceValue) precon = None From cb8228d0e311464036ca5781165e0fbabaffd715 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 22 Jul 2022 22:16:28 -0400 Subject: [PATCH 123/303] Arithmetic diffusion --- examples/benchmarking/solvers/diffusion.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/benchmarking/solvers/diffusion.py b/examples/benchmarking/solvers/diffusion.py index b90ac435b2..665ef63fb1 100644 --- a/examples/benchmarking/solvers/diffusion.py +++ b/examples/benchmarking/solvers/diffusion.py @@ -36,7 +36,7 @@ var.constrain(args.left, where=mesh.facesLeft) var.constrain(args.right, where=mesh.facesRight) -eq = fp.TransientTerm() == fp.DiffusionTerm() # coeff=var.harmonicFaceValue) +eq = fp.TransientTerm() == fp.DiffusionTerm(coeff=var) precon = None From e511e20264eb02e7ca7aea355181922f34fe4d2e Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sat, 23 Jul 2022 09:47:00 -0400 Subject: [PATCH 124/303] Introduce benchmarker based nucleation phase field Derived from https://github.com/guyer/phasefieldbenchmark-8/blob/master/benchmark8c.py --- examples/benchmarking/solvers/nucleation.py | 492 ++++++++++++++++++++ 1 file changed, 492 insertions(+) create mode 100644 examples/benchmarking/solvers/nucleation.py diff --git a/examples/benchmarking/solvers/nucleation.py b/examples/benchmarking/solvers/nucleation.py new file mode 100644 index 0000000000..f62ed4fd6e --- /dev/null +++ b/examples/benchmarking/solvers/nucleation.py @@ -0,0 +1,492 @@ +#!/usr/bin/env python +# coding: utf-8 + +# # Phase Field Benchmark 8c +# ## Explicit nucleation, multiple seeds at random times +# FiPy implementation of problem 3 in *Nucleation Benchmark Problem*, Wenkun Wu *et al.*, January 16, 2020 +# +# Based on problem 2.3 in *Benchmark problems for nucleation*, Tamás Pusztai, September 25, 2019 + +# **Do not edit `benchmark8c.py`**. Generate the batch-runnable file from the notebook with +# ```bash +# jupyter nbconvert benchmark8c.ipynb --to python +# ``` + +# ## Import Python modules + +# In[ ]: + + +import os +import re +import sys +import yaml + +import datreant as dtr + +import fipy as fp +from fipy.tools import parallelComm +from fipy.meshes.factoryMeshes import _dnl + + +# Jupyter notebook handles some things differently than from the commandline + +# In[ ]: + + +try: + from IPython import get_ipython + isnotebook = get_ipython() is not None +except: + isnotebook = False + + +# ## Initialize +# ### Load parameters + +# In[ ]: + + +if isnotebook: + yamlfile = "params8c.yaml" +else: + yamlfile = sys.argv[1] + +with open(yamlfile, 'r') as f: + if hasattr(yaml, "FullLoader"): + # PyYAML 5.1 deprecated the plain yaml.load(input) function + # https://github.com/yaml/pyyaml/wiki/PyYAML-yaml.load(input)-Deprecation + params = yaml.load(f, Loader=yaml.FullLoader) + else: + params = yaml.load(f) + + +# ### Set any parameters for interactive notebook + +# In[ ]: + + +if isnotebook: + params['Lx'] = 100. + params['Ly'] = 100. + params['checkpoint_interval'] = 1.5 * params['dt'] + params['savetime'] = 4 * params['dt'] + params['totaltime'] = 100 * params['dt'] +# params['restart'] = "t=0.0.tar.gz" + + +# ### Initialize mesh and solution variables +# +# Either restart from some `path/to/t={time}.tar.gz`, where the time is assigned to `elapsed` +# +# or +# +# Create a mesh based on parameters. Set +# > the domain size to 1000 × 1000... the spatial and temporal resolution by setting $\Delta x = \Delta y = 0.8$ and $\Delta t = 0.04$ + +# In[ ]: + + +checkpoint_interval = params['checkpoint_interval'] +savetime = params['savetime'] +totaltime = params['totaltime'] +dt = params['dt'] + +if params['restart']: + phi, = fp.tools.dump.read(filename=params['restart']) + mesh = phi.mesh + + X, Y = mesh.faceCenters + + Lx = mesh.communicator.MaxAll(max(X)) - mesh.communicator.MinAll(min(X)) + Ly = mesh.communicator.MaxAll(max(Y)) - mesh.communicator.MinAll(min(Y)) + + # scanf("%g") simulator + # https://docs.python.org/3/library/re.html#simulating-scanf + scanf_g = "[-+]?(\d+(\.\d*)?|\.\d+)([eE][-+]?\d+)?" + pattern = ".*t=({g})\.tar\.gz".format(g=scanf_g) + elapsed = re.match(pattern, params['restart']).group(1) + elapsed = fp.Variable(name="$t$", value=float(elapsed)) +else: + Lx = params['Lx'] + Ly = params['Ly'] + + dx, nx = _dnl(dx=params['dx'], nx=None, Lx=Lx) + dy, ny = _dnl(dx=params['dx'], nx=None, Lx=Ly) + + mesh = fp.Grid2D(dx=dx, nx=nx, dy=dy, ny=ny) + + phi = fp.CellVariable(mesh=mesh, name="$\phi$", value=0., hasOld=True) + + elapsed = fp.Variable(name="$t$", value=0.) + +x, y = mesh.cellCenters[0], mesh.cellCenters[1] +X, Y = mesh.faceCenters[0], mesh.faceCenters[1] + + +# In[ ]: + + +if isnotebook: + viewer = fp.Viewer(vars=phi, datamin=0., datamax=1.) + viewer.plot() + + +# ## Define governing equation + +# > use only the nondimensional forms of the phase-field and nucleation equations, but without the tildes, for simplicity +# +# > [Set] the driving force to $\Delta f = 1 / (6\sqrt{2})$ + +# In[ ]: + + +Delta_f = 1. / (6 * fp.numerix.sqrt(2.)) + + +# > $$r_c = \frac{1}{3\sqrt{2}}\frac{1}{\Delta f} = 2.0$$ + +# In[ ]: + + +rc = 2.0 + + +# and define the governing equation +# > \begin{align} +# \frac{\partial\phi}{\partial t} &= \nabla^2\phi - g'(\phi) + \Delta f p'(\phi) \tag{7} +# \end{align} +# +# > $$g(\phi) = \phi^2(1 - \phi)^2 \qquad p(\phi)=\phi^3(10 - 15\phi + 6\phi^2)$$ +# +# Following [`examples/phase/simple.py`](https://www.ctcms.nist.gov/fipy/examples/phase/generated/examples.phase.simple.html) +# +# +# \begin{align} +# \frac{\partial\phi}{\partial t} +# &= \nabla^2\phi + m_\phi \phi (1 - \phi) \notag +# \qquad\text{for $m_\phi \equiv -2(1 - 2\phi) + 30 \phi (1 - \phi) \Delta f$} \notag +# \\ +# &= \nabla^2\phi + S \notag +# \\ +# &\approx \nabla^2\phi + S|_\text{old} +# + \left.{\frac{\partial S}{\partial \phi}}\right|_\text{old} (\phi - \phi_\text{old}) +# \notag \\ +# &= \nabla^2\phi + \left(S - \frac{\partial S}{\partial \phi} \phi\right)_\text{old} +# + \left.{\frac{\partial S}{\partial \phi}}\right|_\text{old} \phi \notag +# \\ +# &= \nabla^2\phi + S_0 + S_1 \phi \notag +# \\ +# S_0 &\equiv \left(S - \frac{\partial S}{\partial \phi} \phi\right)_\text{old} +# \notag \\ +# &= m_\phi \phi_\text{old} (1 - \phi_\text{old}) - S_1 \phi_\text{old} +# \notag \\ +# S_1 &\equiv \left.{\frac{\partial S}{\partial \phi}}\right|_\text{old} +# \notag \\ +# &= \frac{\partial m_\phi}{\partial \phi} \phi (1 - \phi) + m_\phi (1 - 2\phi) +# \notag +# \end{align} + +# In[ ]: + + +mPhi = -2 * (1 - 2 * phi) + 30 * phi * (1 - phi) * Delta_f +dmPhidPhi = 4 + 30 * (1 - 2 * phi) * Delta_f +S1 = dmPhidPhi * phi * (1 - phi) + mPhi * (1 - 2 * phi) +S0 = mPhi * phi * (1 - phi) - S1 * phi + +eq = (fp.TransientTerm() == + fp.DiffusionTerm(coeff=1.) + S0 + fp.ImplicitSourceTerm(coeff=S1)) + + +# ## Calculate total free energy +# +# > \begin{align} +# F[\phi] = \int\left[\frac{1}{2}(\nabla\phi)^2 + g(\phi) - \Delta f p(\phi)\right]\,dV \tag{6} +# \end{align} + +# In[ ]: + + +ftot = (0.5 * phi.grad.mag**2 + + phi**2 * (1 - phi)**2 + - Delta_f * phi**3 * (10 - 15 * phi + 6 * phi**2)) +volumes = fp.CellVariable(mesh=mesh, value=mesh.cellVolumes) +F = ftot.cellVolumeAverage * volumes.sum() + + +# ## Define nucleation +# +# > generate ... supercritical seeds with $r_0 = 1.1r^∗$. ... When adding a new seed, simply add the $\phi$ values given by the $\phi(r)$ profile +# \begin{align} +# \phi(x) &= \frac{1 - \tanh\left(\frac{x - x_0}{\sqrt{2}}\right)}{2}\tag{8} +# \end{align} +# to the $\phi$ values already in the domain, and handle the possible overlaps by setting $\phi = 1$ for all cells where $\phi > 1.$ + +# In[ ]: + + +def nucleus(x0, y0, r0): + r = fp.numerix.sqrt((x - x0)**2 + (y - y0)**2) + + return (1 - fp.numerix.tanh((r - r0) / fp.numerix.sqrt(2.))) / 2 + + +# ### Determine nucleation times +# Either load nucleation times from `path/to/restart/nucleii.txt`, based on directory of `params['restart']` +# +# or +# +# > generate 100 random nucleation times in the range $t=0\dots100$ for adding the 100 seeds to the simulation domain. + +# In[ ]: + + +if parallelComm.procID == 0: + if params['restart']: + fname = os.path.join(os.path.dirname(params['restart']), "nucleii.txt") + nucleii = fp.numerix.loadtxt(fnamem, skiprows=1) + else: + times = fp.numerix.random.random(params['numnuclei']) * totaltime + times.sort() + nucleii = fp.numerix.concatenate((times[..., fp.numerix.newaxis], + fp.numerix.random.random((params['numnuclei'], 2))), + axis=-1) +else: + nucleii = None +nucleii = parallelComm.bcast(nucleii, root=0) + + +# ## Setup output + +# ### Setup ouput storage + +# In[ ]: + + +try: + from sumatra.projects import load_project + project = load_project(os.getcwd()) + record = project.get_record(params["sumatra_label"]) + output = record.datastore.root +except: + # either there's no sumatra, no sumatra project, or no sumatra_label + # this will be the case if this script is run directly + output = os.getcwd() + +if parallelComm.procID == 0: + print("storing results in {0}".format(output)) + data = dtr.Treant(output) +else: + class dummyTreant(object): + categories = dict() + + data = dummyTreant() + + +# ### Create particle counter + +# In[ ]: + + +from scipy import ndimage + +class LabelVariable(fp.CellVariable): + """Label features in `var` using scipy.ndimage.label + + Parameters + ---------- + var : ~fipy.variables.cellVariable.CellVariable + Field to be labeled. Any values equal to or greater than `threshold` + are counted as features and values below are considered the background. + + .. important: + Only sensible if `var` is defined on a `...Grid...` Mesh. + structure : array_like, optional + A structuring element that defines feature connections. + `structure` must be centrosymmetric + (see ```scipy.ndimage.label`` Notes + `_). + If no structuring element is provided, + one is automatically generated with a squared connectivity equal to + one. That is, for a 2-D `input` array, the default structuring element + is:: + [[0,1,0], + [1,1,1], + [0,1,0]] + threshold : float, optional + Boundary value between features (inclusive) and background. + dtype : date-type, optional + The desired data-type for the labels. Note that the type must be able + to store the largest label, or this Variable will raise an Exception. + Default: int. + """ + def __init__(self, var, structure=None, threshold=0.5, dtype=int): + # We want our value to hold dtype, + # but if we pass an array, the CellVariable + # will probably be wonky + value = fp.numerix.array(0.).astype(dtype).item() + fp.CellVariable.__init__(self, + mesh=var.mesh, + value=value, + elementshape=var.shape[:-1]) + self.var = self._requires(var) + self.structure = structure + self.threshold = threshold + self.dtype = dtype + self._num_features = None + + def _calcValue(self): + """Label features of `var` + + Side-effect: sets self._num_features + """ + arr = (self.var.globalValue > self.threshold).astype(self.dtype) + shape = (self.var.mesh.args['nx'], self.var.mesh.args['ny']) + arr = arr.reshape(shape) + self._num_features = ndimage.label(input=arr, + structure=self.structure, + output=arr) + return arr.flat + + @property + def num_features(self): + """How many objects were found + """ + if self.stale or not self._isCached() or self._num_features is None: + self._getValue() + + return self._num_features + + +# In[ ]: + + +labels = LabelVariable(phi, threshold=0.5) + + +# In[ ]: + + +if isnotebook: + labelViewer = fp.Viewer(vars=labels, datamin=0, datamax=25) + labelViewer.plot() + + +# ### Define output routines + +# In[ ]: + + +def saveStats(elapsed): + if parallelComm.procID == 0: + fname = data['stats.txt'].make().abspath + if os.path.exists(fname): + # backup before overwrite + os.rename(fname, fname + ".save") + try: + fp.numerix.savetxt(fname, + stats, + delimiter="\t", + comments='', + header="\t".join(["time", "fraction", "particle_count", "energy"])) + except: + # restore from backup + os.rename(fname + ".save", fname) + if os.path.exists(fname + ".save"): + os.remove(fname + ".save") + +def current_stats(elapsed): + return [float(x) for x in [elapsed, phi.cellVolumeAverage, labels.num_features, F]] + +def savePhi(elapsed): + if parallelComm.procID == 0: + fname = data["t={}.tar.gz".format(elapsed)].make().abspath + else: + fname = None + fname = parallelComm.bcast(fname) + + fp.tools.dump.write((phi,), filename=fname) + +def checkpoint(elapsed): + saveStats(elapsed) + savePhi(elapsed) + + +# ### Figure out when to save + +# In[ ]: + + +checkpoints = (fp.numerix.arange(int(elapsed / checkpoint_interval), + int(totaltime / checkpoint_interval)) + 1) * checkpoint_interval +for sometime in [savetime, totaltime]: + if sometime > elapsed and sometime not in checkpoints: + checkpoints = fp.tools.concatenate([checkpoints, [sometime]]) +checkpoints.sort() + + +# ### Output initial condition + +# In[ ]: + + +if params['restart']: + fname = os.path.join(os.path.dirname(params['restart']), "stats.txt") + stats = fp.numerix.loadtxt(fname, skiprows=1) + stats = stats[stats[..., 0] <= elapsed].tolist() +else: + stats = [] + stats.append(current_stats(elapsed)) + +checkpoint(elapsed) + +if parallelComm.procID == 0: + fp.numerix.savetxt(data['nucleii.txt'].make().abspath, nucleii, + delimiter="\t", comments='', + header="\t".join(["time", "x", "y"])) + + +# ## Solve and output + +# In[ ]: + + +times = fp.tools.concatenate([checkpoints, nucleii[..., 0]]) +times.sort() +times = times[(times > elapsed) & (times <= totaltime)] + + +# In[ ]: + + +for until in times: + while elapsed.value < until: + phi.updateOld() + dt_until = (until - elapsed).value + dt_save = dt + if dt_until < dt: + dt = dt_until + for sweep in range(5): + eq.sweep(var=phi, dt=dt) + elapsed.value = elapsed() + dt + stats.append(current_stats(elapsed)) + dt = dt_save + + for tt, fx, fy in nucleii[nucleii[..., 0] == until]: + phi.setValue(phi + nucleus(x0=fx * Lx, y0=fy * Ly, r0=params['factor'] * 2)) + phi.setValue(1., where=phi > 1.) + + if elapsed in checkpoints: + checkpoint(elapsed) + + if isnotebook: + viewer.plot() + labelViewer.plot() + + +# In[ ]: + + + + From ed86463c11d8aa780876a29a40a1239dc7618e1f Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sat, 23 Jul 2022 09:52:28 -0400 Subject: [PATCH 125/303] Strip out notebookisms and Viewers --- examples/benchmarking/solvers/nucleation.py | 180 -------------------- 1 file changed, 180 deletions(-) diff --git a/examples/benchmarking/solvers/nucleation.py b/examples/benchmarking/solvers/nucleation.py index f62ed4fd6e..83f3dd59c7 100644 --- a/examples/benchmarking/solvers/nucleation.py +++ b/examples/benchmarking/solvers/nucleation.py @@ -7,16 +7,8 @@ # # Based on problem 2.3 in *Benchmark problems for nucleation*, Tamás Pusztai, September 25, 2019 -# **Do not edit `benchmark8c.py`**. Generate the batch-runnable file from the notebook with -# ```bash -# jupyter nbconvert benchmark8c.ipynb --to python -# ``` - # ## Import Python modules -# In[ ]: - - import os import re import sys @@ -29,51 +21,9 @@ from fipy.meshes.factoryMeshes import _dnl -# Jupyter notebook handles some things differently than from the commandline - -# In[ ]: - - -try: - from IPython import get_ipython - isnotebook = get_ipython() is not None -except: - isnotebook = False - - # ## Initialize # ### Load parameters -# In[ ]: - - -if isnotebook: - yamlfile = "params8c.yaml" -else: - yamlfile = sys.argv[1] - -with open(yamlfile, 'r') as f: - if hasattr(yaml, "FullLoader"): - # PyYAML 5.1 deprecated the plain yaml.load(input) function - # https://github.com/yaml/pyyaml/wiki/PyYAML-yaml.load(input)-Deprecation - params = yaml.load(f, Loader=yaml.FullLoader) - else: - params = yaml.load(f) - - -# ### Set any parameters for interactive notebook - -# In[ ]: - - -if isnotebook: - params['Lx'] = 100. - params['Ly'] = 100. - params['checkpoint_interval'] = 1.5 * params['dt'] - params['savetime'] = 4 * params['dt'] - params['totaltime'] = 100 * params['dt'] -# params['restart'] = "t=0.0.tar.gz" - # ### Initialize mesh and solution variables # @@ -84,9 +34,6 @@ # Create a mesh based on parameters. Set # > the domain size to 1000 × 1000... the spatial and temporal resolution by setting $\Delta x = \Delta y = 0.8$ and $\Delta t = 0.04$ -# In[ ]: - - checkpoint_interval = params['checkpoint_interval'] savetime = params['savetime'] totaltime = params['totaltime'] @@ -124,31 +71,17 @@ X, Y = mesh.faceCenters[0], mesh.faceCenters[1] -# In[ ]: - - -if isnotebook: - viewer = fp.Viewer(vars=phi, datamin=0., datamax=1.) - viewer.plot() - - # ## Define governing equation # > use only the nondimensional forms of the phase-field and nucleation equations, but without the tildes, for simplicity # # > [Set] the driving force to $\Delta f = 1 / (6\sqrt{2})$ -# In[ ]: - - Delta_f = 1. / (6 * fp.numerix.sqrt(2.)) # > $$r_c = \frac{1}{3\sqrt{2}}\frac{1}{\Delta f} = 2.0$$ -# In[ ]: - - rc = 2.0 @@ -187,8 +120,6 @@ # \notag # \end{align} -# In[ ]: - mPhi = -2 * (1 - 2 * phi) + 30 * phi * (1 - phi) * Delta_f dmPhidPhi = 4 + 30 * (1 - 2 * phi) * Delta_f @@ -205,8 +136,6 @@ # F[\phi] = \int\left[\frac{1}{2}(\nabla\phi)^2 + g(\phi) - \Delta f p(\phi)\right]\,dV \tag{6} # \end{align} -# In[ ]: - ftot = (0.5 * phi.grad.mag**2 + phi**2 * (1 - phi)**2 @@ -223,8 +152,6 @@ # \end{align} # to the $\phi$ values already in the domain, and handle the possible overlaps by setting $\phi = 1$ for all cells where $\phi > 1.$ -# In[ ]: - def nucleus(x0, y0, r0): r = fp.numerix.sqrt((x - x0)**2 + (y - y0)**2) @@ -239,8 +166,6 @@ def nucleus(x0, y0, r0): # # > generate 100 random nucleation times in the range $t=0\dots100$ for adding the 100 seeds to the simulation domain. -# In[ ]: - if parallelComm.procID == 0: if params['restart']: @@ -259,11 +184,6 @@ def nucleus(x0, y0, r0): # ## Setup output -# ### Setup ouput storage - -# In[ ]: - - try: from sumatra.projects import load_project project = load_project(os.getcwd()) @@ -284,95 +204,6 @@ class dummyTreant(object): data = dummyTreant() -# ### Create particle counter - -# In[ ]: - - -from scipy import ndimage - -class LabelVariable(fp.CellVariable): - """Label features in `var` using scipy.ndimage.label - - Parameters - ---------- - var : ~fipy.variables.cellVariable.CellVariable - Field to be labeled. Any values equal to or greater than `threshold` - are counted as features and values below are considered the background. - - .. important: - Only sensible if `var` is defined on a `...Grid...` Mesh. - structure : array_like, optional - A structuring element that defines feature connections. - `structure` must be centrosymmetric - (see ```scipy.ndimage.label`` Notes - `_). - If no structuring element is provided, - one is automatically generated with a squared connectivity equal to - one. That is, for a 2-D `input` array, the default structuring element - is:: - [[0,1,0], - [1,1,1], - [0,1,0]] - threshold : float, optional - Boundary value between features (inclusive) and background. - dtype : date-type, optional - The desired data-type for the labels. Note that the type must be able - to store the largest label, or this Variable will raise an Exception. - Default: int. - """ - def __init__(self, var, structure=None, threshold=0.5, dtype=int): - # We want our value to hold dtype, - # but if we pass an array, the CellVariable - # will probably be wonky - value = fp.numerix.array(0.).astype(dtype).item() - fp.CellVariable.__init__(self, - mesh=var.mesh, - value=value, - elementshape=var.shape[:-1]) - self.var = self._requires(var) - self.structure = structure - self.threshold = threshold - self.dtype = dtype - self._num_features = None - - def _calcValue(self): - """Label features of `var` - - Side-effect: sets self._num_features - """ - arr = (self.var.globalValue > self.threshold).astype(self.dtype) - shape = (self.var.mesh.args['nx'], self.var.mesh.args['ny']) - arr = arr.reshape(shape) - self._num_features = ndimage.label(input=arr, - structure=self.structure, - output=arr) - return arr.flat - - @property - def num_features(self): - """How many objects were found - """ - if self.stale or not self._isCached() or self._num_features is None: - self._getValue() - - return self._num_features - - -# In[ ]: - - -labels = LabelVariable(phi, threshold=0.5) - - -# In[ ]: - - -if isnotebook: - labelViewer = fp.Viewer(vars=labels, datamin=0, datamax=25) - labelViewer.plot() - - # ### Define output routines # In[ ]: @@ -479,14 +310,3 @@ def checkpoint(elapsed): if elapsed in checkpoints: checkpoint(elapsed) - - if isnotebook: - viewer.plot() - labelViewer.plot() - - -# In[ ]: - - - - From 8e374294683696a963d155798eb59a25d6f80f5d Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sat, 23 Jul 2022 21:59:09 -0400 Subject: [PATCH 126/303] Adapt phase field benchmark 8c for solver benchmarking --- .../benchmarking/solvers/nucleation.ipynb | 881 ++++++++++++++++++ 1 file changed, 881 insertions(+) create mode 100644 examples/benchmarking/solvers/nucleation.ipynb diff --git a/examples/benchmarking/solvers/nucleation.ipynb b/examples/benchmarking/solvers/nucleation.ipynb new file mode 100644 index 0000000000..01e7834cbc --- /dev/null +++ b/examples/benchmarking/solvers/nucleation.ipynb @@ -0,0 +1,881 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Phase Field Benchmark 8c\n", + "## Explicit nucleation, multiple seeds at random times\n", + "FiPy implementation of problem 3 in *Nucleation Benchmark Problem*, Wenkun Wu *et al.*, January 16, 2020\n", + "\n", + "Based on problem 2.3 in *Benchmark problems for nucleation*, Tamás Pusztai, September 25, 2019\n", + "\n", + "Revised to [PFHub statement](https://pages.nist.gov/pfhub/benchmarks/benchmark8.ipynb/#Part-%28c%29)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Do not edit `nucleation.py`**. Generate the batch-runnable file from the notebook with\n", + "```bash\n", + "jupyter nbconvert nucleation.ipynb --to python\n", + "```" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Import Python modules" + ] + }, + { + "cell_type": "code", + "execution_count": 116, + "metadata": { + "ExecuteTime": { + "end_time": "2019-10-13T11:27:53.359783Z", + "start_time": "2019-10-13T11:27:51.129990Z" + } + }, + "outputs": [], + "source": [ + "import argparse\n", + "import os\n", + "import re\n", + "import sys\n", + "\n", + "import fipy as fp\n", + "from fipy.tools import numerix as nmx\n", + "from fipy.tools import parallelComm" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Jupyter notebook handles some things differently than from the commandline" + ] + }, + { + "cell_type": "code", + "execution_count": 117, + "metadata": { + "ExecuteTime": { + "end_time": "2019-10-13T11:27:53.370454Z", + "start_time": "2019-10-13T11:27:53.364756Z" + } + }, + "outputs": [], + "source": [ + "try:\n", + " from IPython import get_ipython\n", + " isnotebook = get_ipython() is not None\n", + "except:\n", + " isnotebook = False" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Initialize\n", + "### Load parameters" + ] + }, + { + "cell_type": "code", + "execution_count": 192, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "_StoreAction(option_strings=['--tolerance'], dest='tolerance', nargs=None, const=None, default=1e-10, type=, choices=None, help='linear solver tolerance', metavar=None)" + ] + }, + "execution_count": 192, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "parser = argparse.ArgumentParser()\n", + "parser.add_argument(\"--output\", help=\"directory to store results in\",\n", + " default=os.getcwd())\n", + "parser.add_argument(\"--restart\", help=\"solution to initialize from\",\n", + " default=None)\n", + "parser.add_argument(\"--dt\", help=\"time step\",\n", + " type=float, default=0.08)\n", + "parser.add_argument(\"--checkpoint_interval\", help=\"frequency to save results\",\n", + " type=float, default=0.12)\n", + "parser.add_argument(\"--savetime\", help=\"time step to save for comparison\",\n", + " type=float, default=0.32)\n", + "parser.add_argument(\"--totaltime\", help=\"duration of full simulation\",\n", + " type=float, default=8.00)\n", + "parser.add_argument(\"--numnuclei\", help=\"number of nuclei\",\n", + " type=int, default=100)\n", + "parser.add_argument(\"--factor\", help=\"fraction of critical nucleus size for new nuclei\",\n", + " type=float, default=1.1)\n", + "parser.add_argument(\"--numberOfElements\", help=\"number of total cells in a Grid2D\",\n", + " type=int, default=10000)\n", + "parser.add_argument(\"--solver\", help=\"solver class to use\",\n", + " choices=(\"pcg\", \"cgs\", \"gmres\", \"lu\"), default=\"pcg\")\n", + "parser.add_argument(\"--preconditioner\", help=\"preconditioner class to use\",\n", + " choices=(\"jacobi\", \"ilu\", \"ssor\", \"icc\", \"none\"), default=\"none\")\n", + "parser.add_argument(\"--sweeps\", help=\"number of nonlinear sweeps to take\",\n", + " type=int, default=10)\n", + "parser.add_argument(\"--iterations\", help=\"maximum number of linear iterations to take for each sweep\",\n", + " type=int, default=1000)\n", + "parser.add_argument(\"--tolerance\", help=\"linear solver tolerance\",\n", + " type=float, default=1e-10)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Set any parameters for interactive notebook" + ] + }, + { + "cell_type": "code", + "execution_count": 193, + "metadata": { + "ExecuteTime": { + "end_time": "2019-10-13T11:27:53.395528Z", + "start_time": "2019-10-13T11:27:53.389310Z" + } + }, + "outputs": [], + "source": [ + "if isnotebook:\n", + " argv = None\n", + "else:\n", + " argv = None" + ] + }, + { + "cell_type": "code", + "execution_count": 194, + "metadata": {}, + "outputs": [], + "source": [ + "args, unknowns = parser.parse_known_args(args=argv)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Initialize mesh and solution variables\n", + "\n", + "Either restart from some `path/to/restart/t={time}.npz`, where the time is assigned to `elapsed`\n", + "\n", + "or\n", + "\n", + "Create a mesh based on parameters. Set\n", + "> the computational domain is ... 1000×1000 " + ] + }, + { + "cell_type": "code", + "execution_count": 195, + "metadata": {}, + "outputs": [], + "source": [ + "nx = ny = int(nmx.sqrt(args.numberOfElements))\n", + "mesh = fp.Grid2D(nx=nx, ny=ny)\n", + "phi = fp.CellVariable(mesh=mesh, name=\"$\\phi$\", value=0., hasOld=True)\n", + "elapsed = fp.Variable(name=\"$t\", value=0.)\n", + "dt = args.dt" + ] + }, + { + "cell_type": "code", + "execution_count": 196, + "metadata": {}, + "outputs": [], + "source": [ + "if args.restart is not None:\n", + " data = nmx.load(args.restart)\n", + " phi.setValue(data[\"phi\"][:nx, :ny].flat)\n", + "\n", + " # scanf(\"%g\") simulator\n", + " # https://docs.python.org/3/library/re.html#simulating-scanf\n", + " scanf_g = \"[-+]?(\\d+(\\.\\d*)?|\\.\\d+)([eE][-+]?\\d+)?\"\n", + " pattern = \".*t=({g})\\.npz\".format(g=scanf_g)\n", + " elapsed.setValue(float(re.match(pattern, args.restart).group(1)))" + ] + }, + { + "cell_type": "code", + "execution_count": 197, + "metadata": { + "ExecuteTime": { + "end_time": "2019-10-13T11:27:53.457100Z", + "start_time": "2019-10-13T11:27:53.399834Z" + } + }, + "outputs": [], + "source": [ + "x, y = mesh.cellCenters[0], mesh.cellCenters[1]\n", + "X, Y = mesh.faceCenters[0], mesh.faceCenters[1]" + ] + }, + { + "cell_type": "code", + "execution_count": 198, + "metadata": { + "ExecuteTime": { + "end_time": "2019-10-13T11:27:55.857436Z", + "start_time": "2019-10-13T11:27:53.461310Z" + } + }, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "if isnotebook:\n", + " viewer = fp.Viewer(vars=phi, datamin=0., datamax=1.)\n", + " viewer.plot()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "ExecuteTime": { + "end_time": "2019-10-12T12:44:29.458892Z", + "start_time": "2019-10-12T12:44:29.454698Z" + } + }, + "source": [ + "## Define governing equation" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "> use only the nondimensional forms of the phase-field and nucleation equations, but without the tildes, for simplicity\n", + "\n", + "> [Set] the driving force to $\\Delta f = 1 / (6\\sqrt{2})$" + ] + }, + { + "cell_type": "code", + "execution_count": 199, + "metadata": { + "ExecuteTime": { + "end_time": "2019-10-13T11:27:55.865085Z", + "start_time": "2019-10-13T11:27:55.861571Z" + } + }, + "outputs": [], + "source": [ + "Delta_f = 1. / (6 * nmx.sqrt(2.))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "> $$r_c = \\frac{1}{3\\sqrt{2}}\\frac{1}{\\Delta f} = 2.0$$" + ] + }, + { + "cell_type": "code", + "execution_count": 200, + "metadata": {}, + "outputs": [], + "source": [ + "rc = 2.0" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "and define the governing equation \n", + "> \\begin{align}\n", + "\\frac{\\partial\\phi}{\\partial t} &= \\nabla^2\\phi - g'(\\phi) + \\Delta f p'(\\phi) \\tag{7}\n", + "\\end{align}\n", + "\n", + "> $$g(\\phi) = \\phi^2(1 - \\phi)^2 \\qquad p(\\phi)=\\phi^3(10 - 15\\phi + 6\\phi^2)$$\n", + "\n", + "Following [`examples/phase/simple.py`](https://www.ctcms.nist.gov/fipy/examples/phase/generated/examples.phase.simple.html)\n", + "\n", + "\n", + "\\begin{align}\n", + "\\frac{\\partial\\phi}{\\partial t}\n", + "&= \\nabla^2\\phi + m_\\phi \\phi (1 - \\phi) \\notag\n", + "\\qquad\\text{for $m_\\phi \\equiv -2(1 - 2\\phi) + 30 \\phi (1 - \\phi) \\Delta f$} \\notag\n", + "\\\\\n", + "&= \\nabla^2\\phi + S \\notag\n", + "\\\\\n", + "&\\approx \\nabla^2\\phi + S|_\\text{old}\n", + "+ \\left.{\\frac{\\partial S}{\\partial \\phi}}\\right|_\\text{old} (\\phi - \\phi_\\text{old}) \n", + "\\notag \\\\\n", + "&= \\nabla^2\\phi + \\left(S - \\frac{\\partial S}{\\partial \\phi} \\phi\\right)_\\text{old} \n", + "+ \\left.{\\frac{\\partial S}{\\partial \\phi}}\\right|_\\text{old} \\phi \\notag\n", + "\\\\\n", + "&= \\nabla^2\\phi + S_0 + S_1 \\phi \\notag\n", + "\\\\\n", + "S_0 &\\equiv \\left(S - \\frac{\\partial S}{\\partial \\phi} \\phi\\right)_\\text{old}\n", + "\\notag \\\\\n", + "&= m_\\phi \\phi_\\text{old} (1 - \\phi_\\text{old}) - S_1 \\phi_\\text{old}\n", + "\\notag \\\\\n", + "S_1 &\\equiv \\left.{\\frac{\\partial S}{\\partial \\phi}}\\right|_\\text{old}\n", + "\\notag \\\\\n", + "&= \\frac{\\partial m_\\phi}{\\partial \\phi} \\phi (1 - \\phi) + m_\\phi (1 - 2\\phi)\n", + "\\notag\n", + "\\end{align}" + ] + }, + { + "cell_type": "code", + "execution_count": 201, + "metadata": { + "ExecuteTime": { + "end_time": "2019-10-13T11:27:55.905447Z", + "start_time": "2019-10-13T11:27:55.869494Z" + } + }, + "outputs": [], + "source": [ + "mPhi = -2 * (1 - 2 * phi) + 30 * phi * (1 - phi) * Delta_f\n", + "dmPhidPhi = 4 + 30 * (1 - 2 * phi) * Delta_f\n", + "S1 = dmPhidPhi * phi * (1 - phi) + mPhi * (1 - 2 * phi)\n", + "S0 = mPhi * phi * (1 - phi) - S1 * phi\n", + "\n", + "eq = (fp.TransientTerm() == \n", + " fp.DiffusionTerm(coeff=1.) + S0 + fp.ImplicitSourceTerm(coeff=S1))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Calculate total free energy\n", + "\n", + "> \\begin{align}\n", + "F[\\phi] = \\int\\left[\\frac{1}{2}(\\nabla\\phi)^2 + g(\\phi) - \\Delta f p(\\phi)\\right]\\,dV \\tag{6}\n", + "\\end{align}" + ] + }, + { + "cell_type": "code", + "execution_count": 202, + "metadata": { + "ExecuteTime": { + "end_time": "2019-10-13T11:27:55.958325Z", + "start_time": "2019-10-13T11:27:55.909442Z" + } + }, + "outputs": [], + "source": [ + "ftot = (0.5 * phi.grad.mag**2\n", + " + phi**2 * (1 - phi)**2\n", + " - Delta_f * phi**3 * (10 - 15 * phi + 6 * phi**2))\n", + "volumes = fp.CellVariable(mesh=mesh, value=mesh.cellVolumes)\n", + "F = ftot.cellVolumeAverage * volumes.sum()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Define nucleation\n", + "\n", + "> generate ... supercritical seeds with $r_0 = 1.1r^∗$. ... When adding a new seed, simply add the $\\phi$ values given by the $\\phi(r)$ profile\n", + "\\begin{align}\n", + "\\phi(x) &= \\frac{1 - \\tanh\\left(\\frac{x - x_0}{\\sqrt{2}}\\right)}{2}\\tag{8}\n", + "\\end{align}\n", + "\n", + "\\begin{align}\n", + "\\phi_i(\\vec{r}) &= \\frac{1}{2}\\left[1 - \\tanh\\left(\\frac{\\left|\\vec{r} - \\vec{r}_i\\right| - 1.1 r^*}{\\sqrt{2}}\\right)\\right]\\tag{8}\n", + "\\end{align}\n", + "to the $\\phi$ values already in the domain, and handle the possible overlaps by setting $\\phi = 1$ for all cells where $\\phi > 1.$" + ] + }, + { + "cell_type": "code", + "execution_count": 203, + "metadata": { + "ExecuteTime": { + "end_time": "2019-10-13T11:27:55.967486Z", + "start_time": "2019-10-13T11:27:55.962016Z" + } + }, + "outputs": [], + "source": [ + "def nucleus(x0, y0, r0):\n", + " r = nmx.sqrt((x - x0)**2 + (y - y0)**2)\n", + "\n", + " return (1 - nmx.tanh((r - r0) / nmx.sqrt(2.))) / 2" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Determine nucleation times\n", + "Either load nucleation times from `path/to/restart/nucleii.txt`, based on directory of `args.restart`\n", + "\n", + "or\n", + "\n", + "> 100 random nucleation times $t_i$ are generated, $i=1,\\ldots,100$, drawn from a uniform distribution in the interval $t_i \\in [0,600)$" + ] + }, + { + "cell_type": "code", + "execution_count": 204, + "metadata": { + "ExecuteTime": { + "end_time": "2019-10-13T11:27:55.979827Z", + "start_time": "2019-10-13T11:27:55.971903Z" + } + }, + "outputs": [], + "source": [ + "if parallelComm.procID == 0:\n", + " if args.restart is not None:\n", + " fname = os.path.join(os.path.dirname(args.restart), \"nucleii.npy\")\n", + " nucleii = nmx.load(fname)\n", + " else:\n", + " times = nmx.random.random(args.numnuclei) * args.totaltime\n", + " times.sort()\n", + " nucleii = nmx.concatenate((times[..., nmx.newaxis],\n", + " nmx.random.random((args.numnuclei, 2))),\n", + " axis=-1)\n", + "else:\n", + " nucleii = None\n", + "nucleii = parallelComm.bcast(nucleii, root=0)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Setup output" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Setup ouput storage" + ] + }, + { + "cell_type": "code", + "execution_count": 205, + "metadata": { + "ExecuteTime": { + "end_time": "2019-10-13T11:27:57.903813Z", + "start_time": "2019-10-13T11:27:55.983663Z" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "storing results in /Users/guyer/Documents/research/FiPy/fipy/examples/benchmarking/solvers\n" + ] + } + ], + "source": [ + "if parallelComm.procID == 0:\n", + " print(\"storing results in {0}\".format(args.output))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Create particle counter" + ] + }, + { + "cell_type": "code", + "execution_count": 206, + "metadata": {}, + "outputs": [], + "source": [ + "from scipy import ndimage\n", + "\n", + "class LabelVariable(fp.CellVariable):\n", + " \"\"\"Label features in `var` using scipy.ndimage.label\n", + " \n", + " Parameters\n", + " ----------\n", + " var : ~fipy.variables.cellVariable.CellVariable\n", + " Field to be labeled. Any values equal to or greater than `threshold`\n", + " are counted as features and values below are considered the background.\n", + " \n", + " .. important:\n", + " Only sensible if `var` is defined on a `...Grid...` Mesh.\n", + " structure : array_like, optional\n", + " A structuring element that defines feature connections.\n", + " `structure` must be centrosymmetric\n", + " (see ```scipy.ndimage.label`` Notes\n", + " `_).\n", + " If no structuring element is provided,\n", + " one is automatically generated with a squared connectivity equal to\n", + " one. That is, for a 2-D `input` array, the default structuring element\n", + " is::\n", + " [[0,1,0],\n", + " [1,1,1],\n", + " [0,1,0]]\n", + " threshold : float, optional\n", + " Boundary value between features (inclusive) and background.\n", + " dtype : date-type, optional\n", + " The desired data-type for the labels. Note that the type must be able\n", + " to store the largest label, or this Variable will raise an Exception.\n", + " Default: int.\n", + " \"\"\"\n", + " def __init__(self, var, structure=None, threshold=0.5, dtype=int):\n", + " # We want our value to hold dtype,\n", + " # but if we pass an array, the CellVariable\n", + " # will probably be wonky\n", + " value = fp.numerix.array(0.).astype(dtype).item()\n", + " fp.CellVariable.__init__(self,\n", + " mesh=var.mesh,\n", + " value=value,\n", + " elementshape=var.shape[:-1])\n", + " self.var = self._requires(var)\n", + " self.structure = structure\n", + " self.threshold = threshold\n", + " self.dtype = dtype\n", + " self._num_features = None\n", + " \n", + " def _calcValue(self):\n", + " \"\"\"Label features of `var`\n", + " \n", + " Side-effect: sets self._num_features\n", + " \"\"\"\n", + " arr = (self.var.globalValue > self.threshold).astype(self.dtype)\n", + " shape = (self.var.mesh.args['nx'], self.var.mesh.args['ny'])\n", + " arr = arr.reshape(shape)\n", + " self._num_features = ndimage.label(input=arr,\n", + " structure=self.structure,\n", + " output=arr)\n", + " return arr.flat\n", + " \n", + " @property\n", + " def num_features(self):\n", + " \"\"\"How many objects were found\n", + " \"\"\"\n", + " if self.stale or not self._isCached() or self._num_features is None:\n", + " self._getValue()\n", + "\n", + " return self._num_features" + ] + }, + { + "cell_type": "code", + "execution_count": 207, + "metadata": {}, + "outputs": [], + "source": [ + "labels = LabelVariable(phi, threshold=0.5)" + ] + }, + { + "cell_type": "code", + "execution_count": 208, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "if isnotebook:\n", + " labelViewer = fp.Viewer(vars=labels, datamin=0, datamax=25)\n", + " labelViewer.plot()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define output routines" + ] + }, + { + "cell_type": "code", + "execution_count": 209, + "metadata": { + "ExecuteTime": { + "end_time": "2019-10-13T11:27:57.917659Z", + "start_time": "2019-10-13T11:27:57.907449Z" + } + }, + "outputs": [], + "source": [ + "def saveStats(elapsed):\n", + " if parallelComm.procID == 0:\n", + " fname = os.path.join(args.output, 'stats.txt')\n", + " if os.path.exists(fname):\n", + " # backup before overwrite\n", + " os.rename(fname, fname + \".save\")\n", + " try:\n", + " nmx.savetxt(fname,\n", + " stats,\n", + " delimiter=\"\\t\",\n", + " comments='',\n", + " header=\"\\t\".join([\"time\", \"fraction\", \"particle_count\", \"energy\"]))\n", + " except:\n", + " # restore from backup\n", + " os.rename(fname + \".save\", fname)\n", + " if os.path.exists(fname + \".save\"):\n", + " os.remove(fname + \".save\")\n", + "\n", + "def current_stats(elapsed):\n", + " return [float(x) for x in [elapsed, phi.cellVolumeAverage, labels.num_features, F]]\n", + "\n", + "def savePhi(elapsed):\n", + " phi_value = phi.globalValue.reshape((nx, ny))\n", + " if parallelComm.procID == 0:\n", + " fname = os.path.join(args.output, \"t={}.npz\".format(elapsed))\n", + " nmx.savez(fname, phi=phi_value)\n", + "\n", + "def checkpoint(elapsed):\n", + " saveStats(elapsed)\n", + " savePhi(elapsed)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Output initial condition" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Figure out when to save" + ] + }, + { + "cell_type": "code", + "execution_count": 210, + "metadata": { + "ExecuteTime": { + "end_time": "2019-10-13T11:27:57.929625Z", + "start_time": "2019-10-13T11:27:57.922003Z" + }, + "code_folding": [ + 2 + ] + }, + "outputs": [], + "source": [ + "checkpoints = (fp.numerix.arange(int(elapsed / args.checkpoint_interval),\n", + " int(args.totaltime / args.checkpoint_interval))\n", + " + 1) * args.checkpoint_interval\n", + "for sometime in [args.savetime, args.totaltime]:\n", + " if sometime > elapsed and sometime not in checkpoints: \n", + " checkpoints = fp.tools.numerix.concatenate([checkpoints, [sometime]])\n", + "checkpoints.sort()" + ] + }, + { + "cell_type": "code", + "execution_count": 214, + "metadata": { + "ExecuteTime": { + "end_time": "2019-10-13T11:27:57.995434Z", + "start_time": "2019-10-13T11:27:57.934002Z" + } + }, + "outputs": [], + "source": [ + "if args.restart is not None:\n", + " fname = os.path.join(os.path.dirname(args.restart), \"stats.txt\")\n", + " stats = nmx.loadtxt(fname, skiprows=1)\n", + " stats = stats[stats[..., 0] <= elapsed].tolist()\n", + "else:\n", + " stats = []\n", + " stats.append(current_stats(elapsed))\n", + "\n", + "checkpoint(elapsed)\n", + " \n", + "if parallelComm.procID == 0:\n", + " nmx.save(os.path.join(args.output, 'nucleii.npy'), nucleii, allow_pickle=False)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Solve and output" + ] + }, + { + "cell_type": "code", + "execution_count": 215, + "metadata": { + "ExecuteTime": { + "end_time": "2019-10-13T11:27:58.004270Z", + "start_time": "2019-10-13T11:27:57.999215Z" + } + }, + "outputs": [], + "source": [ + "times = fp.tools.concatenate([checkpoints, nucleii[..., 0]])\n", + "times.sort()\n", + "times = times[(times > elapsed) & (times <= args.totaltime)]" + ] + }, + { + "cell_type": "code", + "execution_count": 216, + "metadata": { + "ExecuteTime": { + "end_time": "2019-10-13T11:29:26.493420Z", + "start_time": "2019-10-13T11:27:58.008465Z" + } + }, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "for until in times:\n", + " while elapsed.value < until:\n", + " phi.updateOld()\n", + " dt_until = (until - elapsed).value\n", + " dt_save = dt\n", + " if dt_until < dt:\n", + " dt = dt_until\n", + " for sweep in range(5):\n", + " res = eq.sweep(var=phi, dt=dt)\n", + " print(res)\n", + " elapsed.value = elapsed() + dt\n", + " stats.append(current_stats(elapsed))\n", + " dt = dt_save\n", + "\n", + " for tt, fx, fy in nucleii[nucleii[..., 0] == until]:\n", + " phi.setValue(phi + nucleus(x0=fx * 100, y0=fy * 100, r0=args.factor * 2))\n", + " phi.setValue(1., where=phi > 1.)\n", + " \n", + " if elapsed in checkpoints:\n", + " checkpoint(elapsed)\n", + " \n", + " if isnotebook:\n", + " viewer.plot()\n", + " # labelViewer.plot()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.4" + }, + "toc": { + "base_numbering": "1", + "nav_menu": {}, + "number_sections": false, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": { + "height": "calc(100% - 180px)", + "left": "10px", + "top": "150px", + "width": "299.091px" + }, + "toc_section_display": true, + "toc_window_display": true + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} From f657e6560dea0f777363f41c09696bf06f030553 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sat, 23 Jul 2022 22:54:50 -0400 Subject: [PATCH 127/303] Switch to steppyngstounes --- .../benchmarking/solvers/nucleation.ipynb | 154 +++++++++--------- 1 file changed, 79 insertions(+), 75 deletions(-) diff --git a/examples/benchmarking/solvers/nucleation.ipynb b/examples/benchmarking/solvers/nucleation.ipynb index 01e7834cbc..715748b1ac 100644 --- a/examples/benchmarking/solvers/nucleation.ipynb +++ b/examples/benchmarking/solvers/nucleation.ipynb @@ -32,7 +32,7 @@ }, { "cell_type": "code", - "execution_count": 116, + "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:53.359783Z", @@ -60,7 +60,7 @@ }, { "cell_type": "code", - "execution_count": 117, + "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:53.370454Z", @@ -86,7 +86,7 @@ }, { "cell_type": "code", - "execution_count": 192, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -95,7 +95,7 @@ "_StoreAction(option_strings=['--tolerance'], dest='tolerance', nargs=None, const=None, default=1e-10, type=, choices=None, help='linear solver tolerance', metavar=None)" ] }, - "execution_count": 192, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -106,26 +106,24 @@ " default=os.getcwd())\n", "parser.add_argument(\"--restart\", help=\"solution to initialize from\",\n", " default=None)\n", - "parser.add_argument(\"--dt\", help=\"time step\",\n", - " type=float, default=0.08)\n", "parser.add_argument(\"--checkpoint_interval\", help=\"frequency to save results\",\n", - " type=float, default=0.12)\n", - "parser.add_argument(\"--savetime\", help=\"time step to save for comparison\",\n", - " type=float, default=0.32)\n", + " type=float, default=6.)\n", "parser.add_argument(\"--totaltime\", help=\"duration of full simulation\",\n", - " type=float, default=8.00)\n", + " type=float, default=600.)\n", "parser.add_argument(\"--numnuclei\", help=\"number of nuclei\",\n", " type=int, default=100)\n", "parser.add_argument(\"--factor\", help=\"fraction of critical nucleus size for new nuclei\",\n", " type=float, default=1.1)\n", + "parser.add_argument(\"--nucleation_scale\", help=\"size of domain for nuclei\",\n", + " type=float, default=1000)\n", "parser.add_argument(\"--numberOfElements\", help=\"number of total cells in a Grid2D\",\n", - " type=int, default=10000)\n", + " type=int, default=1000000)\n", "parser.add_argument(\"--solver\", help=\"solver class to use\",\n", " choices=(\"pcg\", \"cgs\", \"gmres\", \"lu\"), default=\"pcg\")\n", "parser.add_argument(\"--preconditioner\", help=\"preconditioner class to use\",\n", " choices=(\"jacobi\", \"ilu\", \"ssor\", \"icc\", \"none\"), default=\"none\")\n", "parser.add_argument(\"--sweeps\", help=\"number of nonlinear sweeps to take\",\n", - " type=int, default=10)\n", + " type=int, default=5)\n", "parser.add_argument(\"--iterations\", help=\"maximum number of linear iterations to take for each sweep\",\n", " type=int, default=1000)\n", "parser.add_argument(\"--tolerance\", help=\"linear solver tolerance\",\n", @@ -141,7 +139,7 @@ }, { "cell_type": "code", - "execution_count": 193, + "execution_count": 28, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:53.395528Z", @@ -151,14 +149,15 @@ "outputs": [], "source": [ "if isnotebook:\n", - " argv = None\n", + " argv = [\"--numberOfElements=10000\", \"--totaltime=1.2\", \"--checkpoint_interval=0.12\",\n", + " \"--nucleation_scale=100\"]\n", "else:\n", " argv = None" ] }, { "cell_type": "code", - "execution_count": 194, + "execution_count": 29, "metadata": {}, "outputs": [], "source": [ @@ -181,20 +180,19 @@ }, { "cell_type": "code", - "execution_count": 195, + "execution_count": 30, "metadata": {}, "outputs": [], "source": [ "nx = ny = int(nmx.sqrt(args.numberOfElements))\n", "mesh = fp.Grid2D(nx=nx, ny=ny)\n", "phi = fp.CellVariable(mesh=mesh, name=\"$\\phi$\", value=0., hasOld=True)\n", - "elapsed = fp.Variable(name=\"$t\", value=0.)\n", - "dt = args.dt" + "elapsed = 0." ] }, { "cell_type": "code", - "execution_count": 196, + "execution_count": 31, "metadata": {}, "outputs": [], "source": [ @@ -206,12 +204,12 @@ " # https://docs.python.org/3/library/re.html#simulating-scanf\n", " scanf_g = \"[-+]?(\\d+(\\.\\d*)?|\\.\\d+)([eE][-+]?\\d+)?\"\n", " pattern = \".*t=({g})\\.npz\".format(g=scanf_g)\n", - " elapsed.setValue(float(re.match(pattern, args.restart).group(1)))" + " elapsed = float(re.match(pattern, args.restart).group(1))" ] }, { "cell_type": "code", - "execution_count": 197, + "execution_count": 32, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:53.457100Z", @@ -226,7 +224,7 @@ }, { "cell_type": "code", - "execution_count": 198, + "execution_count": 33, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.857436Z", @@ -238,7 +236,7 @@ "data": { "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -286,7 +284,7 @@ }, { "cell_type": "code", - "execution_count": 199, + "execution_count": 34, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.865085Z", @@ -307,7 +305,7 @@ }, { "cell_type": "code", - "execution_count": 200, + "execution_count": 35, "metadata": {}, "outputs": [], "source": [ @@ -356,7 +354,7 @@ }, { "cell_type": "code", - "execution_count": 201, + "execution_count": 36, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.905447Z", @@ -387,7 +385,7 @@ }, { "cell_type": "code", - "execution_count": 202, + "execution_count": 37, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.958325Z", @@ -409,20 +407,19 @@ "source": [ "## Define nucleation\n", "\n", - "> generate ... supercritical seeds with $r_0 = 1.1r^∗$. ... When adding a new seed, simply add the $\\phi$ values given by the $\\phi(r)$ profile\n", - "\\begin{align}\n", - "\\phi(x) &= \\frac{1 - \\tanh\\left(\\frac{x - x_0}{\\sqrt{2}}\\right)}{2}\\tag{8}\n", + "Generate supercritical seeds with $r_0 = 1.1r^∗$. When adding a new seed, simply add the $\\phi$ values given by the $\\phi(r)$ profile\n", + "> \\begin{align}\n", + "\\phi_i(\\vec{r}) &= \\frac{1}{2}\\left[1 - \\tanh\\left(\\frac{\\left|\\vec{r} - \\vec{r}_i\\right| - 1.1 r^*}{\\sqrt{2}}\\right)\\right]\\tag{18}\n", "\\end{align}\n", "\n", - "\\begin{align}\n", - "\\phi_i(\\vec{r}) &= \\frac{1}{2}\\left[1 - \\tanh\\left(\\frac{\\left|\\vec{r} - \\vec{r}_i\\right| - 1.1 r^*}{\\sqrt{2}}\\right)\\right]\\tag{8}\n", - "\\end{align}\n", - "to the $\\phi$ values already in the domain, and handle the possible overlaps by setting $\\phi = 1$ for all cells where $\\phi > 1.$" + "to the $\\phi$ values already in the domain,\n", + "\n", + "> $\\phi$ is set to unity in regions of overlaps of nuclei" ] }, { "cell_type": "code", - "execution_count": 203, + "execution_count": 38, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.967486Z", @@ -451,7 +448,7 @@ }, { "cell_type": "code", - "execution_count": 204, + "execution_count": 39, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.979827Z", @@ -468,7 +465,8 @@ " times = nmx.random.random(args.numnuclei) * args.totaltime\n", " times.sort()\n", " nucleii = nmx.concatenate((times[..., nmx.newaxis],\n", - " nmx.random.random((args.numnuclei, 2))),\n", + " (nmx.random.random((args.numnuclei, 2))\n", + " * args.nucleation_scale)),\n", " axis=-1)\n", "else:\n", " nucleii = None\n", @@ -491,7 +489,7 @@ }, { "cell_type": "code", - "execution_count": 205, + "execution_count": 40, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:57.903813Z", @@ -522,7 +520,7 @@ }, { "cell_type": "code", - "execution_count": 206, + "execution_count": 41, "metadata": {}, "outputs": [], "source": [ @@ -598,7 +596,7 @@ }, { "cell_type": "code", - "execution_count": 207, + "execution_count": 42, "metadata": {}, "outputs": [], "source": [ @@ -607,14 +605,14 @@ }, { "cell_type": "code", - "execution_count": 208, + "execution_count": 43, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAS4AAAD8CAYAAADJwUnTAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAARw0lEQVR4nO3dbaxlVX3H8e9vZnhQ8QFKIcNDArZUpSaCnViQxlCxFakRfEEDCXbSkowvsIIxsaBN0BgT0ijVFy3pVdBppRiKWAgxKh01xBfFjkh0cKRYoTgwMlLrswIz/Pvi7FvvTO+cc+554Oxlv59k55y9ztl7/+fOPb+stfbe56aqkKSWrFt0AZK0VgaXpOYYXJKaY3BJao7BJak5Bpek5owMriQ3JNmTZMeKtqOS3Jnkge7xyBWvXZXkW0nuT/LaeRUuqS1JTkzyhSQ7k9yX5PKu/d1JHklyb7ecN3Jfo67jSvIq4CfA31fVS7u2vwK+X1XXJLkSOLKq/iLJqcBNwCuA44B/AX6rqvZN8w+W1L4kG4GNVXVPkucCXwEuAP4Y+ElVvX/cfY3scVXVXcD3D2g+H9jaPd/aHXy5/RNV9URVPQh8i0GISfp/rqp2V9U93fMfAzuB4yfZ14YJazi2qnYvF5PkmK79eOBfV7xv18EKS7IF2DJYO+R34OgJS5E0nt2PV9Wvr3Wr30zqZ+MeAe4DfrGiaamqlg58X5KTgNOBu4GzgLck+RNgO/D2qvrvYceZNLgOJqu0rToW7f4xSwDJcfW/GSZpTt7zn5Ns9XPgsjHf+5fwi6raNOw9SY4APglcUVU/SnId8F4GWfFe4APAnw3bx6TB9ViSjV1vayOwp2vfBZy44n0nAI9OeAxJPRDgkFntKzmEQWjdWFW3AlTVYyte/zBwx6j9THo5xO3A5u75ZuC2Fe0XJTksycnAKcCXJzyGpB4Igx7OOMvQ/SQBrgd2VtW1K9o3rnjbG4EdB257oJE9riQ3AWcDRyfZBVwNXAPcnORS4GHgQoCqui/JzcA3gL3AZZ5RlNo2wx7XWcCbgK8nubdreydwcZLTGAwVHwLePGpHI4Orqi4+yEvnHOT97wPeN2q/ktqwDnjWDPZTVV9i9XnwT691X7OenJf0K2Z5qNgnfatHUs/McnJ+VgwuSUPZ45LUHHtckppjcElqTpjNWcVZMrgkDeUcl6TmOFSU1Bx7XJKaY49LUnNmdcvPLBlckoZyqCipOQ4VJTXH4JLUpL4FRd/qkdQzAQ4ZNyn2zrOSXzK4JA21bh0867Ax32xwSeqDBDb0LCl6Vo6kvlnTUPEZ0rNyJPVOgPWLLmJ/Bpek4Xp4BWrPypHUOwaXpOYEGPes4jPE4JI0nD0uSc0xuCQ1ybOKkppij0tSc5ycl9Qce1ySmmNwSWqOwSWpSZ5VlNQUe1ySmrMOzypKakwPe1zrptk4yduS3JdkR5Kbkhye5KgkdyZ5oHs8clbFSlqQDWMuQyQ5MckXkuzscuPyrn3NmTFxcCU5HngrsKmqXspg+u4i4EpgW1WdAmzr1iW1avmLBMdZhtsLvL2qXgKcAVyW5FQmyIypelwMMvZZSTYAzwYeBc4HtnavbwUumPIYkhZpeag4ZY+rqnZX1T3d8x8DO4HjmSAzJg6uqnoEeD/wMLAb+GFVfQ44tqp2LxcKHLPa9km2JNmeZDv8bNIyJM3b2oLr6OXPdbdsWXWXyUnA6cDdjJkZK0085daNQ88HTgZ+APxTkkvG3b6qloClwb6Oq0nrkDRna7tX8fGq2jR0d8kRwCeBK6rqR0nWXNI0Q8XXAA9W1feq6ingVuCVwGNJNnYFbgT2THEMSYs2o6EiQJJDGITWjVV1a9e85syYJrgeBs5I8uwMIvMcBmPW24HN3Xs2A7dNcQxJizaj4Opy4npgZ1Vdu+KlNWfGxEPFqro7yS3APQzOFnyVwdDvCODmJJcyCLcLJz2GpJ6YzS0/ZwFvAr6e5N6u7Z3ANawxM6a6rKyqrgauPqD5CQa9L0m/CmZ0AWpVfanb22rWlBk9ux5WUu+sAw5fdBH7M7gkjea3Q0hqSg/vVexZOZJ6x+CS1CSHipKaYo9LUnP8IkFJzbHHJalJPUuKnpUjqXfscUlqzvI3oPaIwSVpOHtckpqzti8SfEYYXJKGs8clqTkGl6QmOTkvqSn2uCQ1xy8SlNQkh4qSmuJQUVJzDC5JTXKoKKkp9rgkNcezipJaVA4VJbWkAvt6lhQ9K0dS7xhcklpTgb3r14357qfnWssyg0vSUJWwb8O4UfHkXGtZZnBJGqoIT64/dMx3G1ySeqAIe3t2BarBJWmkfT2Lin5VI6l3irDPHpeklvQxuMY9x7mqJC9IckuSbybZmeTMJEcluTPJA93jkbMqVtIzrwhPcOhYyyhJbkiyJ8mOFW3vTvJIknu75bxR+5kquIAPAZ+pqhcDLwN2AlcC26rqFGBbty6pUYMe14axljF8DDh3lfa/rqrTuuXTo3YycXAleR7wKuB6gKp6sqp+AJwPbO3ethW4YNJjSOqHfawfaxmlqu4Cvj9tPdP0uF4IfA/4aJKvJvlIkucAx1bV7q7I3cAxq22cZEuS7Um2w8+mKEPSPC3PcY0ZXEcvf667ZcuYh3lLkq91Q8mR00vTBNcG4OXAdVV1OvBT1jAsrKqlqtpUVZvg2VOUIWmeCtjL+rEW4PHlz3W3LI1xiOuA3wBOA3YDHxi1wTTBtQvYVVV3d+u3MAiyx5JsBOge90xxDEkLN9M5rv+jqh6rqn1V9TTwYeAVo7aZOLiq6rvAd5K8qGs6B/gGcDuwuWvbDNw26TEkLV4RnuTQsZZJLHd0Om8EdhzsvcumvY7rz4EbkxwKfBv4UwZheHOSS4GHgQunPIakBZrldVxJbgLOZjAXtgu4Gjg7yWkMRqUPAW8etZ+pgquq7gU2rfLSOdPsV1J/zPJexaq6eJXm69e6H6+clzSS9ypKakofb/kxuCQNtXzLT58YXJKGWr7lp0/6VY2k3nGoKKlJBpekpvjVzZKa4xyXpOYs3/LTJwaXpKGcnJfUJOe4JDXFOS5JzXGoKKlJBpekpjzNOp7gsEWXsR+DS9JI9rgkNcU5LklNMrgkNcV7FSU1Z3DLj5PzkhriHJek5jhUlNQkb/mR1BSHipKaY3BJao5/nkxSc/xaG0lNcqgoqSnOcUlqjtdxSWqSc1ySmvI06/zzZJLa41BRUlO8HEJSc/p4VnHdtDtIsj7JV5Pc0a0fleTOJA90j0dOX6akRdrH+rGWUZLckGRPkh0r2tacGVMHF3A5sHPF+pXAtqo6BdjWrUtq1NPdLT/jLGP4GHDuAW1rzoypgivJCcAfAR9Z0Xw+sLV7vhW4YJpjSFq0wRzXOMsoVXUX8P0DmtecGdPOcX0QeAfw3BVtx1bV7q7I3UmOWW3DJFuALYO1509ZhqR5WeMc19FJtq9YX6qqpRHbjJUZK00cXEleD+ypqq8kOXut23f/mKXBvo6rSeuQNH9rCK7Hq2rTPGuB6XpcZwFvSHIecDjwvCQfBx5LsrFLzo3AnlkUKmkxnoFbftacGRPPcVXVVVV1QlWdBFwEfL6qLgFuBzZ3b9sM3DbpMSQtXs1wjusg1pwZ87iO6xrg5iSXAg8DF87hGJKeIYM/TzabW36S3ASczWAubBdwNRNkxkyCq6q+CHyxe/5fwDmz2K+kxSvCvqdnM1SsqosP8tKaMsMr5yUNV7B3b7+unDe4JA1VFfbt7VdU9KsaSb0zCC57XJJaUhhcktpStY4nf3HYosvYj8ElabgC7HFJakrF4JLUmAL2ZtFV7MfgkjTa3kUXsD+DS9JwTwO/WHQR+zO4JA1XwFOLLmJ/Bpek4QrYt+gi9mdwSRrNOS5JTSkMLkmNMbgkNcezipKaZI9LUlO8HEJSc7wcQlJznJyX1Bwn5yU1yR6XpKY4VJTUHINLUnO8HEJSc7wcQlJzCs8qSmqMc1ySmuMcl6TmOMclqUkOFSU1xTkuSc3xXkVJzelhj2vdpBsmOTHJF5LsTHJfksu79qOS3Jnkge7xyNmVK2kh9o65jJDkoSRfT3Jvku2TljNxcDEo8+1V9RLgDOCyJKcCVwLbquoUYFu3LqlVy5dDjLOM5/er6rSq2jRpSRMHV1Xtrqp7uuc/BnYCxwPnA1u7t20FLpj0GJJ6YPlyiHGWZ8hM5riSnAScDtwNHFtVu2EQbkmOOcg2W4Atg7Xnz6IMSfOwtsn5ow8YAi5V1dKK9QI+l6SAvzvgtbFNHVxJjgA+CVxRVT9KMtZ2XcFLg30cV9PWIWlO1nbl/OMjhoBnVdWjXYfmziTfrKq71lrSNHNcJDmEQWjdWFW3ds2PJdnYvb4R2DPNMST1wIyGilX1aPe4B/gU8IpJypnmrGKA64GdVXXtipduBzZ3zzcDt016DEk9sHw5xJRnFZM8J8lzl58DfwjsmKSkaYaKZwFvAr6e5N6u7Z3ANcDNSS4FHgYunOIYkhZtdtdxHQt8qptO2gD8Y1V9ZpIdTRxcVfUl4GATWudMul9JPTOjb4eoqm8DL5t+T145L2mUAp5YdBH7M7gkDdfDW34MLknD+UWCkprjFwlKao5DRUlNMrgkNcUvEpTUHIeKkppjcElqjpdDSGqSl0NIak7PvjFvqu/jkqRFMLgkNcehoqQR+jc7b3BJGqF/10MYXJJGsMclqTlPAz9fdBH7MbgkjWCPS1KTnOOS1BR7XJKa41lFSc2xxyWpOZ5VlNQch4qSmuNQUVJz7HFJao49LknNKZycl9QYe1ySmuMcl6Tm2OOS1Bx7XJKaY49LUnP6d8vP3P7KT5Jzk9yf5FtJrpzXcSTN2/JQcZxluFnlwlyCK8l64G+A1wGnAhcnOXUex5I0b8tDxXGWg5tlLsyrx/UK4FtV9e2qehL4BHD+nI4laa5m1uOaWS7Ma47reOA7K9Z3Ab+78g1JtgBbutUn4D075lTLPBwNPL7oIsbUUq3QVr0t1Qrwosk22/1ZePfRY7758CTbV6wvVdVS93xkLoxrXsGVVdpqv5XBP2YJIMn2qto0p1pmrqV6W6oV2qq3pVphUO8k21XVubMqYbXdT7KjeQ0VdwEnrlg/AXh0TseS1IaZ5cK8guvfgFOSnJzkUOAi4PY5HUtSG2aWC3MZKlbV3iRvAT4LrAduqKr7hmyyNOS1Pmqp3pZqhbbqbalWWHC9E+TCQaVqoiGmJC3M3C5AlaR5MbgkNWfhwdXnW4OSnJjkC0l2JrkvyeVd+1FJ7kzyQPd45KJrXZZkfZKvJrmjW+9zrS9IckuSb3Y/4zN7Xu/but+DHUluSnJ4X+pNckOSPUl2rGg7aG1Jruo+c/cnee0iap7GQoOrgVuD9gJvr6qXAGcAl3X1XQlsq6pTgG3del9cDuxcsd7nWj8EfKaqXgy8jEHdvaw3yfHAW4FNVfVSBpPLF9Gfej8GHHi91aq1db/DFwG/3W3zt91nsR1VtbAFOBP47Ir1q4CrFlnTiHpvA/4AuB/Y2LVtBO5fdG1dLScw+AV9NXBH19bXWp8HPEh3gmhFe1/rXb7q+ygGZ+PvAP6wT/UCJwE7Rv0sD/ycMTjLd+aif8ZrWRY9VFztFoDjF1TLUElOAk4H7gaOrardAN3jMQssbaUPAu9g8D0ky/pa6wuB7wEf7Ya2H0nyHHpab1U9ArwfeBjYDfywqj5HT+vtHKy2Zj53B7Po4JrZLQDzlOQI4JPAFVX1o0XXs5okrwf2VNVXFl3LmDYALweuq6rTgZ/Sk2Hharr5ofOBk4HjgOckuWSxVU2sic/dMIsOrt7fGpTkEAahdWNV3do1P5ZkY/f6RmDPoupb4SzgDUkeYnDX/auTfJx+1gqD//tdVXV3t34LgyDra72vAR6squ9V1VPArcAr6W+9cPDaev+5G2XRwdXrW4OSBLge2FlV16546XZgc/d8M4O5r4Wqqquq6oSqOonBz/HzVXUJPawVoKq+C3wnyfI3FpwDfIOe1stgiHhGkmd3vxfnMDiZ0Nd64eC13Q5clOSwJCcDpwBfXkB9k1v0JBtwHvDvwH8A71p0PQfU9nsMutBfA+7tlvOAX2MwCf5A93jUoms9oO6z+eXkfG9rBU4Dtnc/338Gjux5ve8BvgnsAP4BOKwv9QI3MZh7e4pBj+rSYbUB7+o+c/cDr1v0z3ati7f8SGrOooeKkrRmBpek5hhckppjcElqjsElqTkGl6TmGFySmvM/V+kdm0t8NpkAAAAASUVORK5CYII=\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -648,7 +646,7 @@ }, { "cell_type": "code", - "execution_count": 209, + "execution_count": 44, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:57.917659Z", @@ -684,7 +682,7 @@ " fname = os.path.join(args.output, \"t={}.npz\".format(elapsed))\n", " nmx.savez(fname, phi=phi_value)\n", "\n", - "def checkpoint(elapsed):\n", + "def checkpoint_data(elapsed):\n", " saveStats(elapsed)\n", " savePhi(elapsed)" ] @@ -705,7 +703,7 @@ }, { "cell_type": "code", - "execution_count": 210, + "execution_count": 45, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:57.929625Z", @@ -720,15 +718,13 @@ "checkpoints = (fp.numerix.arange(int(elapsed / args.checkpoint_interval),\n", " int(args.totaltime / args.checkpoint_interval))\n", " + 1) * args.checkpoint_interval\n", - "for sometime in [args.savetime, args.totaltime]:\n", - " if sometime > elapsed and sometime not in checkpoints: \n", - " checkpoints = fp.tools.numerix.concatenate([checkpoints, [sometime]])\n", + "\n", "checkpoints.sort()" ] }, { "cell_type": "code", - "execution_count": 214, + "execution_count": 46, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:57.995434Z", @@ -745,7 +741,7 @@ " stats = []\n", " stats.append(current_stats(elapsed))\n", "\n", - "checkpoint(elapsed)\n", + "checkpoint_data(elapsed)\n", " \n", "if parallelComm.procID == 0:\n", " nmx.save(os.path.join(args.output, 'nucleii.npy'), nucleii, allow_pickle=False)" @@ -760,7 +756,7 @@ }, { "cell_type": "code", - "execution_count": 215, + "execution_count": 48, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:58.004270Z", @@ -776,7 +772,7 @@ }, { "cell_type": "code", - "execution_count": 216, + "execution_count": 49, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:29:26.493420Z", @@ -786,9 +782,9 @@ "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -805,30 +801,38 @@ } ], "source": [ - "for until in times:\n", - " while elapsed.value < until:\n", - " phi.updateOld()\n", - " dt_until = (until - elapsed).value\n", - " dt_save = dt\n", - " if dt_until < dt:\n", - " dt = dt_until\n", - " for sweep in range(5):\n", - " res = eq.sweep(var=phi, dt=dt)\n", - " print(res)\n", - " elapsed.value = elapsed() + dt\n", - " stats.append(current_stats(elapsed))\n", - " dt = dt_save\n", - "\n", - " for tt, fx, fy in nucleii[nucleii[..., 0] == until]:\n", - " phi.setValue(phi + nucleus(x0=fx * 100, y0=fy * 100, r0=args.factor * 2))\n", + "from steppyngstounes import CheckpointStepper, PIDStepper\n", + "\n", + "phi.updateOld()\n", + "for checkpoint in CheckpointStepper(start=elapsed,\n", + " stops=times,\n", + " stop=args.totaltime):\n", + "\n", + " for step in PIDStepper(start=checkpoint.begin,\n", + " stop=checkpoint.end,\n", + " size=checkpoint.size):\n", + "\n", + " for sweep in range(args.sweeps):\n", + " res = eq.sweep(var=phi, dt=step.size)\n", + "\n", + " if step.succeeded(error=res / 1e-5):\n", + " phi.updateOld()\n", + " stats.append(current_stats(step.end))\n", + "\n", + " for tt, xx, yy in nucleii[nucleii[..., 0] == checkpoint.end]:\n", + " phi.setValue(phi + nucleus(x0=xx, y0=yy, r0=args.factor * 2))\n", " phi.setValue(1., where=phi > 1.)\n", - " \n", - " if elapsed in checkpoints:\n", - " checkpoint(elapsed)\n", - " \n", + " phi.updateOld()\n", + "\n", + " if checkpoint.end in checkpoints:\n", + " # don't save nucleation events?\n", + " checkpoint_data(checkpoint.end)\n", + "\n", " if isnotebook:\n", " viewer.plot()\n", - " # labelViewer.plot()" + " # labelViewer.plot()\n", + "\n", + " _ = checkpoint.succeeded()" ] }, { From 17194d8d6a6273a43dc1da7e0cef9c5864f516e5 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sat, 23 Jul 2022 23:47:19 -0400 Subject: [PATCH 128/303] Add options for solvers --- .../benchmarking/solvers/nucleation.ipynb | 116 ++++++++++++++---- 1 file changed, 92 insertions(+), 24 deletions(-) diff --git a/examples/benchmarking/solvers/nucleation.ipynb b/examples/benchmarking/solvers/nucleation.ipynb index 715748b1ac..3863cb030c 100644 --- a/examples/benchmarking/solvers/nucleation.ipynb +++ b/examples/benchmarking/solvers/nucleation.ipynb @@ -86,7 +86,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 57, "metadata": {}, "outputs": [ { @@ -95,7 +95,7 @@ "_StoreAction(option_strings=['--tolerance'], dest='tolerance', nargs=None, const=None, default=1e-10, type=, choices=None, help='linear solver tolerance', metavar=None)" ] }, - "execution_count": 5, + "execution_count": 57, "metadata": {}, "output_type": "execute_result" } @@ -104,6 +104,10 @@ "parser = argparse.ArgumentParser()\n", "parser.add_argument(\"--output\", help=\"directory to store results in\",\n", " default=os.getcwd())\n", + "parser.add_argument(\"--store_by_solver\",\n", + " help=\"store results in nested subdirectories based on solver,\"\n", + " \"preconditioner, and system size\",\n", + " action='store_true')\n", "parser.add_argument(\"--restart\", help=\"solution to initialize from\",\n", " default=None)\n", "parser.add_argument(\"--checkpoint_interval\", help=\"frequency to save results\",\n", @@ -139,7 +143,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 58, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:53.395528Z", @@ -157,7 +161,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 59, "metadata": {}, "outputs": [], "source": [ @@ -180,7 +184,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 61, "metadata": {}, "outputs": [], "source": [ @@ -192,7 +196,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 62, "metadata": {}, "outputs": [], "source": [ @@ -209,7 +213,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 63, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:53.457100Z", @@ -224,7 +228,7 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 64, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.857436Z", @@ -236,7 +240,7 @@ "data": { "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -261,6 +265,49 @@ " viewer.plot()" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Create solver" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "metadata": {}, + "outputs": [], + "source": [ + "precon = None\n", + "\n", + "if args.preconditioner == \"jacobi\":\n", + " precon = fp.JacobiPreconditioner()\n", + "elif args.preconditioner == \"ilu\":\n", + " precon = fp.ILUPreconditioner()\n", + "elif args.preconditioner == \"ssor\":\n", + " precon = fp.SSORPreconditioner()\n", + "elif args.preconditioner == \"icc\":\n", + " precon = fp.ICPreconditioner()\n", + "elif args.preconditioner == \"none\":\n", + " precon = None\n", + "\n", + "if args.solver == \"cgs\":\n", + " solver_class = fp.LinearCGSSolver\n", + "elif args.solver == \"gmres\":\n", + " solver_class = fp.LinearGMRESSolver\n", + "elif args.solver == \"lu\":\n", + " if args.preconditioner != \"none\":\n", + " # preconditioned lu doesn't make any sense\n", + " exit()\n", + "\n", + " solver_class = fp.LinearLUSolver\n", + "elif args.solver == \"pcg\":\n", + " solver_class = fp.LinearPCGSolver\n", + "\n", + "solver = solver_class(tolerance=args.tolerance, criterion=\"initial\",\n", + " iterations=args.iterations, precon=precon)" + ] + }, { "cell_type": "markdown", "metadata": { @@ -284,7 +331,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 67, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.865085Z", @@ -305,7 +352,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 68, "metadata": {}, "outputs": [], "source": [ @@ -354,7 +401,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 69, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.905447Z", @@ -385,7 +432,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 70, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.958325Z", @@ -419,7 +466,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 71, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.967486Z", @@ -448,7 +495,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 72, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.979827Z", @@ -489,7 +536,7 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 74, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:57.903813Z", @@ -499,16 +546,37 @@ }, "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "storing results in /Users/guyer/Documents/research/FiPy/fipy/examples/benchmarking/solvers\n" + "ename": "FileExistsError", + "evalue": "[Errno 17] File exists: '/Users/guyer/Documents/research/FiPy/fipy/examples/benchmarking/solvers'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mFileExistsError\u001b[0m Traceback (most recent call last)", + "Input \u001b[0;32mIn [74]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 12\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 13\u001b[0m path \u001b[38;5;241m=\u001b[39m args\u001b[38;5;241m.\u001b[39moutput\n\u001b[0;32m---> 15\u001b[0m \u001b[43mos\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmakedirs\u001b[49m\u001b[43m(\u001b[49m\u001b[43mpath\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 17\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m parallelComm\u001b[38;5;241m.\u001b[39mprocID \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[1;32m 18\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mstoring results in \u001b[39m\u001b[38;5;132;01m{0}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;241m.\u001b[39mformat(path))\n", + "File \u001b[0;32m~/mambaforge/envs/fipy3k_again/lib/python3.10/os.py:225\u001b[0m, in \u001b[0;36mmakedirs\u001b[0;34m(name, mode, exist_ok)\u001b[0m\n\u001b[1;32m 223\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m\n\u001b[1;32m 224\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m--> 225\u001b[0m \u001b[43mmkdir\u001b[49m\u001b[43m(\u001b[49m\u001b[43mname\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmode\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 226\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mOSError\u001b[39;00m:\n\u001b[1;32m 227\u001b[0m \u001b[38;5;66;03m# Cannot rely on checking for EEXIST, since the operating system\u001b[39;00m\n\u001b[1;32m 228\u001b[0m \u001b[38;5;66;03m# could give priority to other errors like EACCES or EROFS\u001b[39;00m\n\u001b[1;32m 229\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m exist_ok \u001b[38;5;129;01mor\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m path\u001b[38;5;241m.\u001b[39misdir(name):\n", + "\u001b[0;31mFileExistsError\u001b[0m: [Errno 17] File exists: '/Users/guyer/Documents/research/FiPy/fipy/examples/benchmarking/solvers'" ] } ], "source": [ + "if (args.output is not None) and (parallelComm.procID == 0):\n", + " if args.store_by_solver:\n", + " suite = solver.__module__.split('.')[2]\n", + " if args.preconditioner is None:\n", + " preconditioner_name = \"none\"\n", + " else:\n", + " preconditioner_name = precon.__class__.__name__\n", + " path = os.path.join(args.output, suite,\n", + " solver.__class__.__name__,\n", + " preconditioner_name,\n", + " str(nx * ny))\n", + " else:\n", + " path = args.output\n", + "\n", + " os.makedirs(path)\n", + "\n", "if parallelComm.procID == 0:\n", - " print(\"storing results in {0}\".format(args.output))" + " print(\"storing results in {0}\".format(path))" ] }, { @@ -657,7 +725,7 @@ "source": [ "def saveStats(elapsed):\n", " if parallelComm.procID == 0:\n", - " fname = os.path.join(args.output, 'stats.txt')\n", + " fname = os.path.join(path, 'stats.txt')\n", " if os.path.exists(fname):\n", " # backup before overwrite\n", " os.rename(fname, fname + \".save\")\n", @@ -679,7 +747,7 @@ "def savePhi(elapsed):\n", " phi_value = phi.globalValue.reshape((nx, ny))\n", " if parallelComm.procID == 0:\n", - " fname = os.path.join(args.output, \"t={}.npz\".format(elapsed))\n", + " fname = os.path.join(path, \"t={}.npz\".format(elapsed))\n", " nmx.savez(fname, phi=phi_value)\n", "\n", "def checkpoint_data(elapsed):\n", @@ -744,7 +812,7 @@ "checkpoint_data(elapsed)\n", " \n", "if parallelComm.procID == 0:\n", - " nmx.save(os.path.join(args.output, 'nucleii.npy'), nucleii, allow_pickle=False)" + " nmx.save(os.path.join(path, 'nucleii.npy'), nucleii, allow_pickle=False)" ] }, { From 8d78002f40f73a8b022adb5231d17cab510beb31 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sat, 23 Jul 2022 23:52:08 -0400 Subject: [PATCH 129/303] Add derived nucleation script --- examples/benchmarking/solvers/nucleation.py | 459 +++++++++++++++----- 1 file changed, 347 insertions(+), 112 deletions(-) diff --git a/examples/benchmarking/solvers/nucleation.py b/examples/benchmarking/solvers/nucleation.py index 83f3dd59c7..f3b63b566d 100644 --- a/examples/benchmarking/solvers/nucleation.py +++ b/examples/benchmarking/solvers/nucleation.py @@ -6,82 +6,197 @@ # FiPy implementation of problem 3 in *Nucleation Benchmark Problem*, Wenkun Wu *et al.*, January 16, 2020 # # Based on problem 2.3 in *Benchmark problems for nucleation*, Tamás Pusztai, September 25, 2019 +# +# Revised to [PFHub statement](https://pages.nist.gov/pfhub/benchmarks/benchmark8.ipynb/#Part-%28c%29) + +# **Do not edit `nucleation.py`**. Generate the batch-runnable file from the notebook with +# ```bash +# jupyter nbconvert nucleation.ipynb --to python +# ``` # ## Import Python modules +# In[1]: + + +import argparse import os import re import sys -import yaml - -import datreant as dtr import fipy as fp +from fipy.tools import numerix as nmx from fipy.tools import parallelComm -from fipy.meshes.factoryMeshes import _dnl + + +# Jupyter notebook handles some things differently than from the commandline + +# In[2]: + + +try: + from IPython import get_ipython + isnotebook = get_ipython() is not None +except: + isnotebook = False # ## Initialize # ### Load parameters +# In[57]: + + +parser = argparse.ArgumentParser() +parser.add_argument("--output", help="directory to store results in", + default=os.getcwd()) +parser.add_argument("--store_by_solver", + help="store results in nested subdirectories based on solver," + "preconditioner, and system size", + action='store_true') +parser.add_argument("--restart", help="solution to initialize from", + default=None) +parser.add_argument("--checkpoint_interval", help="frequency to save results", + type=float, default=6.) +parser.add_argument("--totaltime", help="duration of full simulation", + type=float, default=600.) +parser.add_argument("--numnuclei", help="number of nuclei", + type=int, default=100) +parser.add_argument("--factor", help="fraction of critical nucleus size for new nuclei", + type=float, default=1.1) +parser.add_argument("--nucleation_scale", help="size of domain for nuclei", + type=float, default=1000) +parser.add_argument("--numberOfElements", help="number of total cells in a Grid2D", + type=int, default=1000000) +parser.add_argument("--solver", help="solver class to use", + choices=("pcg", "cgs", "gmres", "lu"), default="pcg") +parser.add_argument("--preconditioner", help="preconditioner class to use", + choices=("jacobi", "ilu", "ssor", "icc", "none"), default="none") +parser.add_argument("--sweeps", help="number of nonlinear sweeps to take", + type=int, default=5) +parser.add_argument("--iterations", help="maximum number of linear iterations to take for each sweep", + type=int, default=1000) +parser.add_argument("--tolerance", help="linear solver tolerance", + type=float, default=1e-10) + + +# ### Set any parameters for interactive notebook + +# In[58]: + + +if isnotebook: + argv = ["--numberOfElements=10000", "--totaltime=1.2", "--checkpoint_interval=0.12", + "--nucleation_scale=100"] +else: + argv = None + + +# In[59]: + + +args, unknowns = parser.parse_known_args(args=argv) + # ### Initialize mesh and solution variables # -# Either restart from some `path/to/t={time}.tar.gz`, where the time is assigned to `elapsed` +# Either restart from some `path/to/restart/t={time}.npz`, where the time is assigned to `elapsed` # # or # # Create a mesh based on parameters. Set -# > the domain size to 1000 × 1000... the spatial and temporal resolution by setting $\Delta x = \Delta y = 0.8$ and $\Delta t = 0.04$ +# > the computational domain is ... 1000×1000 -checkpoint_interval = params['checkpoint_interval'] -savetime = params['savetime'] -totaltime = params['totaltime'] -dt = params['dt'] +# In[61]: -if params['restart']: - phi, = fp.tools.dump.read(filename=params['restart']) - mesh = phi.mesh - X, Y = mesh.faceCenters - - Lx = mesh.communicator.MaxAll(max(X)) - mesh.communicator.MinAll(min(X)) - Ly = mesh.communicator.MaxAll(max(Y)) - mesh.communicator.MinAll(min(Y)) +nx = ny = int(nmx.sqrt(args.numberOfElements)) +mesh = fp.Grid2D(nx=nx, ny=ny) +phi = fp.CellVariable(mesh=mesh, name="$\phi$", value=0., hasOld=True) +elapsed = 0. + + +# In[62]: + + +if args.restart is not None: + data = nmx.load(args.restart) + phi.setValue(data["phi"][:nx, :ny].flat) # scanf("%g") simulator # https://docs.python.org/3/library/re.html#simulating-scanf scanf_g = "[-+]?(\d+(\.\d*)?|\.\d+)([eE][-+]?\d+)?" - pattern = ".*t=({g})\.tar\.gz".format(g=scanf_g) - elapsed = re.match(pattern, params['restart']).group(1) - elapsed = fp.Variable(name="$t$", value=float(elapsed)) -else: - Lx = params['Lx'] - Ly = params['Ly'] + pattern = ".*t=({g})\.npz".format(g=scanf_g) + elapsed = float(re.match(pattern, args.restart).group(1)) - dx, nx = _dnl(dx=params['dx'], nx=None, Lx=Lx) - dy, ny = _dnl(dx=params['dx'], nx=None, Lx=Ly) - mesh = fp.Grid2D(dx=dx, nx=nx, dy=dy, ny=ny) +# In[63]: - phi = fp.CellVariable(mesh=mesh, name="$\phi$", value=0., hasOld=True) - elapsed = fp.Variable(name="$t$", value=0.) - x, y = mesh.cellCenters[0], mesh.cellCenters[1] X, Y = mesh.faceCenters[0], mesh.faceCenters[1] +# In[64]: + + +if isnotebook: + viewer = fp.Viewer(vars=phi, datamin=0., datamax=1.) + viewer.plot() + + +# ## Create solver + +# In[65]: + + +precon = None + +if args.preconditioner == "jacobi": + precon = fp.JacobiPreconditioner() +elif args.preconditioner == "ilu": + precon = fp.ILUPreconditioner() +elif args.preconditioner == "ssor": + precon = fp.SSORPreconditioner() +elif args.preconditioner == "icc": + precon = fp.ICPreconditioner() +elif args.preconditioner == "none": + precon = None + +if args.solver == "cgs": + solver_class = fp.LinearCGSSolver +elif args.solver == "gmres": + solver_class = fp.LinearGMRESSolver +elif args.solver == "lu": + if args.preconditioner != "none": + # preconditioned lu doesn't make any sense + exit() + + solver_class = fp.LinearLUSolver +elif args.solver == "pcg": + solver_class = fp.LinearPCGSolver + +solver = solver_class(tolerance=args.tolerance, criterion="initial", + iterations=args.iterations, precon=precon) + + # ## Define governing equation # > use only the nondimensional forms of the phase-field and nucleation equations, but without the tildes, for simplicity # # > [Set] the driving force to $\Delta f = 1 / (6\sqrt{2})$ -Delta_f = 1. / (6 * fp.numerix.sqrt(2.)) +# In[67]: + + +Delta_f = 1. / (6 * nmx.sqrt(2.)) # > $$r_c = \frac{1}{3\sqrt{2}}\frac{1}{\Delta f} = 2.0$$ +# In[68]: + + rc = 2.0 @@ -120,6 +235,8 @@ # \notag # \end{align} +# In[69]: + mPhi = -2 * (1 - 2 * phi) + 30 * phi * (1 - phi) * Delta_f dmPhidPhi = 4 + 30 * (1 - 2 * phi) * Delta_f @@ -136,6 +253,8 @@ # F[\phi] = \int\left[\frac{1}{2}(\nabla\phi)^2 + g(\phi) - \Delta f p(\phi)\right]\,dV \tag{6} # \end{align} +# In[70]: + ftot = (0.5 * phi.grad.mag**2 + phi**2 * (1 - phi)**2 @@ -146,37 +265,45 @@ # ## Define nucleation # -# > generate ... supercritical seeds with $r_0 = 1.1r^∗$. ... When adding a new seed, simply add the $\phi$ values given by the $\phi(r)$ profile -# \begin{align} -# \phi(x) &= \frac{1 - \tanh\left(\frac{x - x_0}{\sqrt{2}}\right)}{2}\tag{8} +# Generate supercritical seeds with $r_0 = 1.1r^∗$. When adding a new seed, simply add the $\phi$ values given by the $\phi(r)$ profile +# > \begin{align} +# \phi_i(\vec{r}) &= \frac{1}{2}\left[1 - \tanh\left(\frac{\left|\vec{r} - \vec{r}_i\right| - 1.1 r^*}{\sqrt{2}}\right)\right]\tag{18} # \end{align} -# to the $\phi$ values already in the domain, and handle the possible overlaps by setting $\phi = 1$ for all cells where $\phi > 1.$ +# +# to the $\phi$ values already in the domain, +# +# > $\phi$ is set to unity in regions of overlaps of nuclei + +# In[71]: def nucleus(x0, y0, r0): - r = fp.numerix.sqrt((x - x0)**2 + (y - y0)**2) + r = nmx.sqrt((x - x0)**2 + (y - y0)**2) - return (1 - fp.numerix.tanh((r - r0) / fp.numerix.sqrt(2.))) / 2 + return (1 - nmx.tanh((r - r0) / nmx.sqrt(2.))) / 2 # ### Determine nucleation times -# Either load nucleation times from `path/to/restart/nucleii.txt`, based on directory of `params['restart']` +# Either load nucleation times from `path/to/restart/nucleii.txt`, based on directory of `args.restart` # # or # -# > generate 100 random nucleation times in the range $t=0\dots100$ for adding the 100 seeds to the simulation domain. +# > 100 random nucleation times $t_i$ are generated, $i=1,\ldots,100$, drawn from a uniform distribution in the interval $t_i \in [0,600)$ + +# In[72]: if parallelComm.procID == 0: - if params['restart']: - fname = os.path.join(os.path.dirname(params['restart']), "nucleii.txt") - nucleii = fp.numerix.loadtxt(fnamem, skiprows=1) + if args.restart is not None: + fname = os.path.join(os.path.dirname(args.restart), "nucleii.npy") + nucleii = nmx.load(fname) else: - times = fp.numerix.random.random(params['numnuclei']) * totaltime + times = nmx.random.random(args.numnuclei) * args.totaltime times.sort() - nucleii = fp.numerix.concatenate((times[..., fp.numerix.newaxis], - fp.numerix.random.random((params['numnuclei'], 2))), - axis=-1) + nucleii = nmx.concatenate((times[..., nmx.newaxis], + (nmx.random.random((args.numnuclei, 2)) + * args.nucleation_scale)), + axis=-1) else: nucleii = None nucleii = parallelComm.bcast(nucleii, root=0) @@ -184,43 +311,137 @@ def nucleus(x0, y0, r0): # ## Setup output -try: - from sumatra.projects import load_project - project = load_project(os.getcwd()) - record = project.get_record(params["sumatra_label"]) - output = record.datastore.root -except: - # either there's no sumatra, no sumatra project, or no sumatra_label - # this will be the case if this script is run directly - output = os.getcwd() - +# ### Setup ouput storage + +# In[74]: + + +if (args.output is not None) and (parallelComm.procID == 0): + if args.store_by_solver: + suite = solver.__module__.split('.')[2] + if args.preconditioner is None: + preconditioner_name = "none" + else: + preconditioner_name = precon.__class__.__name__ + path = os.path.join(args.output, suite, + solver.__class__.__name__, + preconditioner_name, + str(nx * ny)) + else: + path = args.output + + os.makedirs(path) + if parallelComm.procID == 0: - print("storing results in {0}".format(output)) - data = dtr.Treant(output) -else: - class dummyTreant(object): - categories = dict() + print("storing results in {0}".format(path)) + + +# ### Create particle counter + +# In[41]: + + +from scipy import ndimage + +class LabelVariable(fp.CellVariable): + """Label features in `var` using scipy.ndimage.label + + Parameters + ---------- + var : ~fipy.variables.cellVariable.CellVariable + Field to be labeled. Any values equal to or greater than `threshold` + are counted as features and values below are considered the background. + + .. important: + Only sensible if `var` is defined on a `...Grid...` Mesh. + structure : array_like, optional + A structuring element that defines feature connections. + `structure` must be centrosymmetric + (see ```scipy.ndimage.label`` Notes + `_). + If no structuring element is provided, + one is automatically generated with a squared connectivity equal to + one. That is, for a 2-D `input` array, the default structuring element + is:: + [[0,1,0], + [1,1,1], + [0,1,0]] + threshold : float, optional + Boundary value between features (inclusive) and background. + dtype : date-type, optional + The desired data-type for the labels. Note that the type must be able + to store the largest label, or this Variable will raise an Exception. + Default: int. + """ + def __init__(self, var, structure=None, threshold=0.5, dtype=int): + # We want our value to hold dtype, + # but if we pass an array, the CellVariable + # will probably be wonky + value = fp.numerix.array(0.).astype(dtype).item() + fp.CellVariable.__init__(self, + mesh=var.mesh, + value=value, + elementshape=var.shape[:-1]) + self.var = self._requires(var) + self.structure = structure + self.threshold = threshold + self.dtype = dtype + self._num_features = None + + def _calcValue(self): + """Label features of `var` + + Side-effect: sets self._num_features + """ + arr = (self.var.globalValue > self.threshold).astype(self.dtype) + shape = (self.var.mesh.args['nx'], self.var.mesh.args['ny']) + arr = arr.reshape(shape) + self._num_features = ndimage.label(input=arr, + structure=self.structure, + output=arr) + return arr.flat + + @property + def num_features(self): + """How many objects were found + """ + if self.stale or not self._isCached() or self._num_features is None: + self._getValue() + + return self._num_features + + +# In[42]: + + +labels = LabelVariable(phi, threshold=0.5) - data = dummyTreant() + +# In[43]: + + +if isnotebook: + labelViewer = fp.Viewer(vars=labels, datamin=0, datamax=25) + labelViewer.plot() # ### Define output routines -# In[ ]: +# In[44]: def saveStats(elapsed): if parallelComm.procID == 0: - fname = data['stats.txt'].make().abspath + fname = os.path.join(path, 'stats.txt') if os.path.exists(fname): # backup before overwrite os.rename(fname, fname + ".save") try: - fp.numerix.savetxt(fname, - stats, - delimiter="\t", - comments='', - header="\t".join(["time", "fraction", "particle_count", "energy"])) + nmx.savetxt(fname, + stats, + delimiter="\t", + comments='', + header="\t".join(["time", "fraction", "particle_count", "energy"])) except: # restore from backup os.rename(fname + ".save", fname) @@ -231,82 +452,96 @@ def current_stats(elapsed): return [float(x) for x in [elapsed, phi.cellVolumeAverage, labels.num_features, F]] def savePhi(elapsed): + phi_value = phi.globalValue.reshape((nx, ny)) if parallelComm.procID == 0: - fname = data["t={}.tar.gz".format(elapsed)].make().abspath - else: - fname = None - fname = parallelComm.bcast(fname) - - fp.tools.dump.write((phi,), filename=fname) + fname = os.path.join(path, "t={}.npz".format(elapsed)) + nmx.savez(fname, phi=phi_value) -def checkpoint(elapsed): +def checkpoint_data(elapsed): saveStats(elapsed) savePhi(elapsed) +# ### Output initial condition + # ### Figure out when to save -# In[ ]: +# In[45]: -checkpoints = (fp.numerix.arange(int(elapsed / checkpoint_interval), - int(totaltime / checkpoint_interval)) + 1) * checkpoint_interval -for sometime in [savetime, totaltime]: - if sometime > elapsed and sometime not in checkpoints: - checkpoints = fp.tools.concatenate([checkpoints, [sometime]]) -checkpoints.sort() +checkpoints = (fp.numerix.arange(int(elapsed / args.checkpoint_interval), + int(args.totaltime / args.checkpoint_interval)) + + 1) * args.checkpoint_interval +checkpoints.sort() -# ### Output initial condition -# In[ ]: +# In[46]: -if params['restart']: - fname = os.path.join(os.path.dirname(params['restart']), "stats.txt") - stats = fp.numerix.loadtxt(fname, skiprows=1) +if args.restart is not None: + fname = os.path.join(os.path.dirname(args.restart), "stats.txt") + stats = nmx.loadtxt(fname, skiprows=1) stats = stats[stats[..., 0] <= elapsed].tolist() else: stats = [] stats.append(current_stats(elapsed)) -checkpoint(elapsed) +checkpoint_data(elapsed) if parallelComm.procID == 0: - fp.numerix.savetxt(data['nucleii.txt'].make().abspath, nucleii, - delimiter="\t", comments='', - header="\t".join(["time", "x", "y"])) + nmx.save(os.path.join(path, 'nucleii.npy'), nucleii, allow_pickle=False) # ## Solve and output -# In[ ]: +# In[48]: times = fp.tools.concatenate([checkpoints, nucleii[..., 0]]) times.sort() -times = times[(times > elapsed) & (times <= totaltime)] +times = times[(times > elapsed) & (times <= args.totaltime)] -# In[ ]: +# In[49]: -for until in times: - while elapsed.value < until: - phi.updateOld() - dt_until = (until - elapsed).value - dt_save = dt - if dt_until < dt: - dt = dt_until - for sweep in range(5): - eq.sweep(var=phi, dt=dt) - elapsed.value = elapsed() + dt - stats.append(current_stats(elapsed)) - dt = dt_save - - for tt, fx, fy in nucleii[nucleii[..., 0] == until]: - phi.setValue(phi + nucleus(x0=fx * Lx, y0=fy * Ly, r0=params['factor'] * 2)) +from steppyngstounes import CheckpointStepper, PIDStepper + +phi.updateOld() +for checkpoint in CheckpointStepper(start=elapsed, + stops=times, + stop=args.totaltime): + + for step in PIDStepper(start=checkpoint.begin, + stop=checkpoint.end, + size=checkpoint.size): + + for sweep in range(args.sweeps): + res = eq.sweep(var=phi, dt=step.size) + + if step.succeeded(error=res / 1e-5): + phi.updateOld() + stats.append(current_stats(step.end)) + + for tt, xx, yy in nucleii[nucleii[..., 0] == checkpoint.end]: + phi.setValue(phi + nucleus(x0=xx, y0=yy, r0=args.factor * 2)) phi.setValue(1., where=phi > 1.) - - if elapsed in checkpoints: - checkpoint(elapsed) + phi.updateOld() + + if checkpoint.end in checkpoints: + # don't save nucleation events? + checkpoint_data(checkpoint.end) + + if isnotebook: + viewer.plot() + # labelViewer.plot() + + _ = checkpoint.succeeded() + + +# In[ ]: + + + + From d440e43a991b36e0cfe7dd9557bca6bca90bcb87 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sun, 24 Jul 2022 09:27:57 -0400 Subject: [PATCH 130/303] Back up on failure and relax stepper tolerance --- .../benchmarking/solvers/nucleation.ipynb | 108 +++++++++++------- examples/benchmarking/solvers/nucleation.py | 79 ++++++++----- 2 files changed, 121 insertions(+), 66 deletions(-) diff --git a/examples/benchmarking/solvers/nucleation.ipynb b/examples/benchmarking/solvers/nucleation.ipynb index 3863cb030c..02b527ab68 100644 --- a/examples/benchmarking/solvers/nucleation.ipynb +++ b/examples/benchmarking/solvers/nucleation.ipynb @@ -86,7 +86,7 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -95,7 +95,7 @@ "_StoreAction(option_strings=['--tolerance'], dest='tolerance', nargs=None, const=None, default=1e-10, type=, choices=None, help='linear solver tolerance', metavar=None)" ] }, - "execution_count": 57, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -143,7 +143,7 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 206, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:53.395528Z", @@ -153,15 +153,16 @@ "outputs": [], "source": [ "if isnotebook:\n", - " argv = [\"--numberOfElements=10000\", \"--totaltime=1.2\", \"--checkpoint_interval=0.12\",\n", - " \"--nucleation_scale=100\"]\n", + " # argv = [\"--numberOfElements=10000\", \"--totaltime=1.2\", \"--checkpoint_interval=0.12\",\n", + " # \"--nucleation_scale=100\", \"--output=nucleation6\"]\n", + " argv = [\"--numberOfElements=10000\", \"--nucleation_scale=100\", \"--output=nucleation12\"]\n", "else:\n", " argv = None" ] }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 207, "metadata": {}, "outputs": [], "source": [ @@ -184,7 +185,7 @@ }, { "cell_type": "code", - "execution_count": 61, + "execution_count": 208, "metadata": {}, "outputs": [], "source": [ @@ -196,7 +197,7 @@ }, { "cell_type": "code", - "execution_count": 62, + "execution_count": 209, "metadata": {}, "outputs": [], "source": [ @@ -213,7 +214,7 @@ }, { "cell_type": "code", - "execution_count": 63, + "execution_count": 210, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:53.457100Z", @@ -228,7 +229,7 @@ }, { "cell_type": "code", - "execution_count": 64, + "execution_count": 211, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.857436Z", @@ -240,7 +241,7 @@ "data": { "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -274,7 +275,7 @@ }, { "cell_type": "code", - "execution_count": 65, + "execution_count": 212, "metadata": {}, "outputs": [], "source": [ @@ -331,7 +332,7 @@ }, { "cell_type": "code", - "execution_count": 67, + "execution_count": 213, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.865085Z", @@ -352,7 +353,7 @@ }, { "cell_type": "code", - "execution_count": 68, + "execution_count": 214, "metadata": {}, "outputs": [], "source": [ @@ -401,7 +402,7 @@ }, { "cell_type": "code", - "execution_count": 69, + "execution_count": 215, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.905447Z", @@ -432,7 +433,7 @@ }, { "cell_type": "code", - "execution_count": 70, + "execution_count": 216, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.958325Z", @@ -466,7 +467,7 @@ }, { "cell_type": "code", - "execution_count": 71, + "execution_count": 217, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.967486Z", @@ -495,7 +496,7 @@ }, { "cell_type": "code", - "execution_count": 72, + "execution_count": 218, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.979827Z", @@ -536,7 +537,7 @@ }, { "cell_type": "code", - "execution_count": 74, + "execution_count": 219, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:57.903813Z", @@ -546,15 +547,10 @@ }, "outputs": [ { - "ename": "FileExistsError", - "evalue": "[Errno 17] File exists: '/Users/guyer/Documents/research/FiPy/fipy/examples/benchmarking/solvers'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mFileExistsError\u001b[0m Traceback (most recent call last)", - "Input \u001b[0;32mIn [74]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 12\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 13\u001b[0m path \u001b[38;5;241m=\u001b[39m args\u001b[38;5;241m.\u001b[39moutput\n\u001b[0;32m---> 15\u001b[0m \u001b[43mos\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmakedirs\u001b[49m\u001b[43m(\u001b[49m\u001b[43mpath\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 17\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m parallelComm\u001b[38;5;241m.\u001b[39mprocID \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[1;32m 18\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mstoring results in \u001b[39m\u001b[38;5;132;01m{0}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;241m.\u001b[39mformat(path))\n", - "File \u001b[0;32m~/mambaforge/envs/fipy3k_again/lib/python3.10/os.py:225\u001b[0m, in \u001b[0;36mmakedirs\u001b[0;34m(name, mode, exist_ok)\u001b[0m\n\u001b[1;32m 223\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m\n\u001b[1;32m 224\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m--> 225\u001b[0m \u001b[43mmkdir\u001b[49m\u001b[43m(\u001b[49m\u001b[43mname\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmode\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 226\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mOSError\u001b[39;00m:\n\u001b[1;32m 227\u001b[0m \u001b[38;5;66;03m# Cannot rely on checking for EEXIST, since the operating system\u001b[39;00m\n\u001b[1;32m 228\u001b[0m \u001b[38;5;66;03m# could give priority to other errors like EACCES or EROFS\u001b[39;00m\n\u001b[1;32m 229\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m exist_ok \u001b[38;5;129;01mor\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m path\u001b[38;5;241m.\u001b[39misdir(name):\n", - "\u001b[0;31mFileExistsError\u001b[0m: [Errno 17] File exists: '/Users/guyer/Documents/research/FiPy/fipy/examples/benchmarking/solvers'" + "name": "stdout", + "output_type": "stream", + "text": [ + "storing results in nucleation12\n" ] } ], @@ -588,7 +584,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 220, "metadata": {}, "outputs": [], "source": [ @@ -664,7 +660,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 221, "metadata": {}, "outputs": [], "source": [ @@ -673,14 +669,14 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 222, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -714,7 +710,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 223, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:57.917659Z", @@ -771,7 +767,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 224, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:57.929625Z", @@ -792,7 +788,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 225, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:57.995434Z", @@ -824,7 +820,7 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 226, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:58.004270Z", @@ -840,7 +836,7 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": 227, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:29:26.493420Z", @@ -850,9 +846,9 @@ "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -883,9 +879,11 @@ " for sweep in range(args.sweeps):\n", " res = eq.sweep(var=phi, dt=step.size)\n", "\n", - " if step.succeeded(error=res / 1e-5):\n", + " if step.succeeded(error=res / 1e-3):\n", " phi.updateOld()\n", " stats.append(current_stats(step.end))\n", + " else:\n", + " phi.value = phi.old\n", "\n", " for tt, xx, yy in nucleii[nucleii[..., 0] == checkpoint.end]:\n", " phi.setValue(phi + nucleus(x0=xx, y0=yy, r0=args.factor * 2))\n", @@ -903,6 +901,36 @@ " _ = checkpoint.succeeded()" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "checkpoint.end" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "code", "execution_count": null, diff --git a/examples/benchmarking/solvers/nucleation.py b/examples/benchmarking/solvers/nucleation.py index f3b63b566d..de2ddd5444 100644 --- a/examples/benchmarking/solvers/nucleation.py +++ b/examples/benchmarking/solvers/nucleation.py @@ -44,7 +44,7 @@ # ## Initialize # ### Load parameters -# In[57]: +# In[3]: parser = argparse.ArgumentParser() @@ -82,17 +82,18 @@ # ### Set any parameters for interactive notebook -# In[58]: +# In[206]: if isnotebook: - argv = ["--numberOfElements=10000", "--totaltime=1.2", "--checkpoint_interval=0.12", - "--nucleation_scale=100"] + # argv = ["--numberOfElements=10000", "--totaltime=1.2", "--checkpoint_interval=0.12", + # "--nucleation_scale=100", "--output=nucleation6"] + argv = ["--numberOfElements=10000", "--nucleation_scale=100", "--output=nucleation12"] else: argv = None -# In[59]: +# In[207]: args, unknowns = parser.parse_known_args(args=argv) @@ -107,7 +108,7 @@ # Create a mesh based on parameters. Set # > the computational domain is ... 1000×1000 -# In[61]: +# In[208]: nx = ny = int(nmx.sqrt(args.numberOfElements)) @@ -116,7 +117,7 @@ elapsed = 0. -# In[62]: +# In[209]: if args.restart is not None: @@ -130,14 +131,14 @@ elapsed = float(re.match(pattern, args.restart).group(1)) -# In[63]: +# In[210]: x, y = mesh.cellCenters[0], mesh.cellCenters[1] X, Y = mesh.faceCenters[0], mesh.faceCenters[1] -# In[64]: +# In[211]: if isnotebook: @@ -147,7 +148,7 @@ # ## Create solver -# In[65]: +# In[212]: precon = None @@ -186,7 +187,7 @@ # # > [Set] the driving force to $\Delta f = 1 / (6\sqrt{2})$ -# In[67]: +# In[213]: Delta_f = 1. / (6 * nmx.sqrt(2.)) @@ -194,7 +195,7 @@ # > $$r_c = \frac{1}{3\sqrt{2}}\frac{1}{\Delta f} = 2.0$$ -# In[68]: +# In[214]: rc = 2.0 @@ -235,7 +236,7 @@ # \notag # \end{align} -# In[69]: +# In[215]: mPhi = -2 * (1 - 2 * phi) + 30 * phi * (1 - phi) * Delta_f @@ -253,7 +254,7 @@ # F[\phi] = \int\left[\frac{1}{2}(\nabla\phi)^2 + g(\phi) - \Delta f p(\phi)\right]\,dV \tag{6} # \end{align} -# In[70]: +# In[216]: ftot = (0.5 * phi.grad.mag**2 @@ -274,7 +275,7 @@ # # > $\phi$ is set to unity in regions of overlaps of nuclei -# In[71]: +# In[217]: def nucleus(x0, y0, r0): @@ -290,7 +291,7 @@ def nucleus(x0, y0, r0): # # > 100 random nucleation times $t_i$ are generated, $i=1,\ldots,100$, drawn from a uniform distribution in the interval $t_i \in [0,600)$ -# In[72]: +# In[218]: if parallelComm.procID == 0: @@ -313,7 +314,7 @@ def nucleus(x0, y0, r0): # ### Setup ouput storage -# In[74]: +# In[219]: if (args.output is not None) and (parallelComm.procID == 0): @@ -338,7 +339,7 @@ def nucleus(x0, y0, r0): # ### Create particle counter -# In[41]: +# In[220]: from scipy import ndimage @@ -411,13 +412,13 @@ def num_features(self): return self._num_features -# In[42]: +# In[221]: labels = LabelVariable(phi, threshold=0.5) -# In[43]: +# In[222]: if isnotebook: @@ -427,7 +428,7 @@ def num_features(self): # ### Define output routines -# In[44]: +# In[223]: def saveStats(elapsed): @@ -466,7 +467,7 @@ def checkpoint_data(elapsed): # ### Figure out when to save -# In[45]: +# In[224]: checkpoints = (fp.numerix.arange(int(elapsed / args.checkpoint_interval), @@ -476,7 +477,7 @@ def checkpoint_data(elapsed): checkpoints.sort() -# In[46]: +# In[225]: if args.restart is not None: @@ -495,7 +496,7 @@ def checkpoint_data(elapsed): # ## Solve and output -# In[48]: +# In[226]: times = fp.tools.concatenate([checkpoints, nucleii[..., 0]]) @@ -503,7 +504,7 @@ def checkpoint_data(elapsed): times = times[(times > elapsed) & (times <= args.totaltime)] -# In[49]: +# In[227]: from steppyngstounes import CheckpointStepper, PIDStepper @@ -520,9 +521,11 @@ def checkpoint_data(elapsed): for sweep in range(args.sweeps): res = eq.sweep(var=phi, dt=step.size) - if step.succeeded(error=res / 1e-5): + if step.succeeded(error=res / 1e-3): phi.updateOld() stats.append(current_stats(step.end)) + else: + phi.value = phi.old for tt, xx, yy in nucleii[nucleii[..., 0] == checkpoint.end]: phi.setValue(phi + nucleus(x0=xx, y0=yy, r0=args.factor * 2)) @@ -543,5 +546,29 @@ def checkpoint_data(elapsed): # In[ ]: +checkpoint.end + + +# In[ ]: + + + + + +# In[ ]: + + + + + +# In[ ]: + + + + + +# In[ ]: + + From 317aec2cb40c9e754549dabe11ca03911dd63db3 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sun, 24 Jul 2022 18:53:22 -0400 Subject: [PATCH 131/303] Switch to FixedStepper --- .../benchmarking/solvers/nucleation.ipynb | 79 ++++++++----------- examples/benchmarking/solvers/nucleation.py | 60 +++++++------- 2 files changed, 65 insertions(+), 74 deletions(-) diff --git a/examples/benchmarking/solvers/nucleation.ipynb b/examples/benchmarking/solvers/nucleation.ipynb index 02b527ab68..7cdb681eae 100644 --- a/examples/benchmarking/solvers/nucleation.ipynb +++ b/examples/benchmarking/solvers/nucleation.ipynb @@ -32,7 +32,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 228, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:53.359783Z", @@ -60,7 +60,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 229, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:53.370454Z", @@ -86,7 +86,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 230, "metadata": {}, "outputs": [ { @@ -95,7 +95,7 @@ "_StoreAction(option_strings=['--tolerance'], dest='tolerance', nargs=None, const=None, default=1e-10, type=, choices=None, help='linear solver tolerance', metavar=None)" ] }, - "execution_count": 3, + "execution_count": 230, "metadata": {}, "output_type": "execute_result" } @@ -143,7 +143,7 @@ }, { "cell_type": "code", - "execution_count": 206, + "execution_count": 245, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:53.395528Z", @@ -155,14 +155,14 @@ "if isnotebook:\n", " # argv = [\"--numberOfElements=10000\", \"--totaltime=1.2\", \"--checkpoint_interval=0.12\",\n", " # \"--nucleation_scale=100\", \"--output=nucleation6\"]\n", - " argv = [\"--numberOfElements=10000\", \"--nucleation_scale=100\", \"--output=nucleation12\"]\n", + " argv = [\"--numberOfElements=10000\", \"--nucleation_scale=100\", \"--output=nucleation16\"]\n", "else:\n", " argv = None" ] }, { "cell_type": "code", - "execution_count": 207, + "execution_count": 246, "metadata": {}, "outputs": [], "source": [ @@ -185,7 +185,7 @@ }, { "cell_type": "code", - "execution_count": 208, + "execution_count": 247, "metadata": {}, "outputs": [], "source": [ @@ -197,7 +197,7 @@ }, { "cell_type": "code", - "execution_count": 209, + "execution_count": 248, "metadata": {}, "outputs": [], "source": [ @@ -214,7 +214,7 @@ }, { "cell_type": "code", - "execution_count": 210, + "execution_count": 249, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:53.457100Z", @@ -229,7 +229,7 @@ }, { "cell_type": "code", - "execution_count": 211, + "execution_count": 250, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.857436Z", @@ -241,7 +241,7 @@ "data": { "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -275,7 +275,7 @@ }, { "cell_type": "code", - "execution_count": 212, + "execution_count": 251, "metadata": {}, "outputs": [], "source": [ @@ -332,7 +332,7 @@ }, { "cell_type": "code", - "execution_count": 213, + "execution_count": 252, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.865085Z", @@ -353,7 +353,7 @@ }, { "cell_type": "code", - "execution_count": 214, + "execution_count": 253, "metadata": {}, "outputs": [], "source": [ @@ -402,7 +402,7 @@ }, { "cell_type": "code", - "execution_count": 215, + "execution_count": 254, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.905447Z", @@ -433,7 +433,7 @@ }, { "cell_type": "code", - "execution_count": 216, + "execution_count": 255, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.958325Z", @@ -467,7 +467,7 @@ }, { "cell_type": "code", - "execution_count": 217, + "execution_count": 256, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.967486Z", @@ -496,7 +496,7 @@ }, { "cell_type": "code", - "execution_count": 218, + "execution_count": 257, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.979827Z", @@ -537,7 +537,7 @@ }, { "cell_type": "code", - "execution_count": 219, + "execution_count": 258, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:57.903813Z", @@ -550,7 +550,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "storing results in nucleation12\n" + "storing results in nucleation16\n" ] } ], @@ -584,7 +584,7 @@ }, { "cell_type": "code", - "execution_count": 220, + "execution_count": 259, "metadata": {}, "outputs": [], "source": [ @@ -660,7 +660,7 @@ }, { "cell_type": "code", - "execution_count": 221, + "execution_count": 260, "metadata": {}, "outputs": [], "source": [ @@ -669,14 +669,14 @@ }, { "cell_type": "code", - "execution_count": 222, + "execution_count": 261, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -710,7 +710,7 @@ }, { "cell_type": "code", - "execution_count": 223, + "execution_count": 262, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:57.917659Z", @@ -767,7 +767,7 @@ }, { "cell_type": "code", - "execution_count": 224, + "execution_count": 263, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:57.929625Z", @@ -788,7 +788,7 @@ }, { "cell_type": "code", - "execution_count": 225, + "execution_count": 264, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:57.995434Z", @@ -820,7 +820,7 @@ }, { "cell_type": "code", - "execution_count": 226, + "execution_count": 265, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:58.004270Z", @@ -836,7 +836,7 @@ }, { "cell_type": "code", - "execution_count": 227, + "execution_count": null, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:29:26.493420Z", @@ -848,16 +848,7 @@ "data": { "image/png": "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\n", "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "
" + "" ] }, "metadata": {}, @@ -865,16 +856,16 @@ } ], "source": [ - "from steppyngstounes import CheckpointStepper, PIDStepper\n", + "from steppyngstounes import CheckpointStepper, FixedStepper\n", "\n", "phi.updateOld()\n", "for checkpoint in CheckpointStepper(start=elapsed,\n", " stops=times,\n", " stop=args.totaltime):\n", "\n", - " for step in PIDStepper(start=checkpoint.begin,\n", - " stop=checkpoint.end,\n", - " size=checkpoint.size):\n", + " for step in FixedStepper(start=checkpoint.begin,\n", + " stop=checkpoint.end,\n", + " size=1.):\n", "\n", " for sweep in range(args.sweeps):\n", " res = eq.sweep(var=phi, dt=step.size)\n", diff --git a/examples/benchmarking/solvers/nucleation.py b/examples/benchmarking/solvers/nucleation.py index de2ddd5444..2a7b93765d 100644 --- a/examples/benchmarking/solvers/nucleation.py +++ b/examples/benchmarking/solvers/nucleation.py @@ -16,7 +16,7 @@ # ## Import Python modules -# In[1]: +# In[228]: import argparse @@ -31,7 +31,7 @@ # Jupyter notebook handles some things differently than from the commandline -# In[2]: +# In[229]: try: @@ -44,7 +44,7 @@ # ## Initialize # ### Load parameters -# In[3]: +# In[230]: parser = argparse.ArgumentParser() @@ -82,18 +82,18 @@ # ### Set any parameters for interactive notebook -# In[206]: +# In[245]: if isnotebook: # argv = ["--numberOfElements=10000", "--totaltime=1.2", "--checkpoint_interval=0.12", # "--nucleation_scale=100", "--output=nucleation6"] - argv = ["--numberOfElements=10000", "--nucleation_scale=100", "--output=nucleation12"] + argv = ["--numberOfElements=10000", "--nucleation_scale=100", "--output=nucleation16"] else: argv = None -# In[207]: +# In[246]: args, unknowns = parser.parse_known_args(args=argv) @@ -108,7 +108,7 @@ # Create a mesh based on parameters. Set # > the computational domain is ... 1000×1000 -# In[208]: +# In[247]: nx = ny = int(nmx.sqrt(args.numberOfElements)) @@ -117,7 +117,7 @@ elapsed = 0. -# In[209]: +# In[248]: if args.restart is not None: @@ -131,14 +131,14 @@ elapsed = float(re.match(pattern, args.restart).group(1)) -# In[210]: +# In[249]: x, y = mesh.cellCenters[0], mesh.cellCenters[1] X, Y = mesh.faceCenters[0], mesh.faceCenters[1] -# In[211]: +# In[250]: if isnotebook: @@ -148,7 +148,7 @@ # ## Create solver -# In[212]: +# In[251]: precon = None @@ -187,7 +187,7 @@ # # > [Set] the driving force to $\Delta f = 1 / (6\sqrt{2})$ -# In[213]: +# In[252]: Delta_f = 1. / (6 * nmx.sqrt(2.)) @@ -195,7 +195,7 @@ # > $$r_c = \frac{1}{3\sqrt{2}}\frac{1}{\Delta f} = 2.0$$ -# In[214]: +# In[253]: rc = 2.0 @@ -236,7 +236,7 @@ # \notag # \end{align} -# In[215]: +# In[254]: mPhi = -2 * (1 - 2 * phi) + 30 * phi * (1 - phi) * Delta_f @@ -254,7 +254,7 @@ # F[\phi] = \int\left[\frac{1}{2}(\nabla\phi)^2 + g(\phi) - \Delta f p(\phi)\right]\,dV \tag{6} # \end{align} -# In[216]: +# In[255]: ftot = (0.5 * phi.grad.mag**2 @@ -275,7 +275,7 @@ # # > $\phi$ is set to unity in regions of overlaps of nuclei -# In[217]: +# In[256]: def nucleus(x0, y0, r0): @@ -291,7 +291,7 @@ def nucleus(x0, y0, r0): # # > 100 random nucleation times $t_i$ are generated, $i=1,\ldots,100$, drawn from a uniform distribution in the interval $t_i \in [0,600)$ -# In[218]: +# In[257]: if parallelComm.procID == 0: @@ -314,7 +314,7 @@ def nucleus(x0, y0, r0): # ### Setup ouput storage -# In[219]: +# In[258]: if (args.output is not None) and (parallelComm.procID == 0): @@ -339,7 +339,7 @@ def nucleus(x0, y0, r0): # ### Create particle counter -# In[220]: +# In[259]: from scipy import ndimage @@ -412,13 +412,13 @@ def num_features(self): return self._num_features -# In[221]: +# In[260]: labels = LabelVariable(phi, threshold=0.5) -# In[222]: +# In[261]: if isnotebook: @@ -428,7 +428,7 @@ def num_features(self): # ### Define output routines -# In[223]: +# In[262]: def saveStats(elapsed): @@ -467,7 +467,7 @@ def checkpoint_data(elapsed): # ### Figure out when to save -# In[224]: +# In[263]: checkpoints = (fp.numerix.arange(int(elapsed / args.checkpoint_interval), @@ -477,7 +477,7 @@ def checkpoint_data(elapsed): checkpoints.sort() -# In[225]: +# In[264]: if args.restart is not None: @@ -496,7 +496,7 @@ def checkpoint_data(elapsed): # ## Solve and output -# In[226]: +# In[265]: times = fp.tools.concatenate([checkpoints, nucleii[..., 0]]) @@ -504,19 +504,19 @@ def checkpoint_data(elapsed): times = times[(times > elapsed) & (times <= args.totaltime)] -# In[227]: +# In[ ]: -from steppyngstounes import CheckpointStepper, PIDStepper +from steppyngstounes import CheckpointStepper, FixedStepper phi.updateOld() for checkpoint in CheckpointStepper(start=elapsed, stops=times, stop=args.totaltime): - for step in PIDStepper(start=checkpoint.begin, - stop=checkpoint.end, - size=checkpoint.size): + for step in FixedStepper(start=checkpoint.begin, + stop=checkpoint.end, + size=1.): for sweep in range(args.sweeps): res = eq.sweep(var=phi, dt=step.size) From 0c91c5da90c849602154310d991d4840b260318e Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sun, 24 Jul 2022 19:04:24 -0400 Subject: [PATCH 132/303] Fixed steps always succeed --- .../benchmarking/solvers/nucleation.ipynb | 20 +++++++++++++------ examples/benchmarking/solvers/nucleation.py | 11 +++++----- 2 files changed, 19 insertions(+), 12 deletions(-) diff --git a/examples/benchmarking/solvers/nucleation.ipynb b/examples/benchmarking/solvers/nucleation.ipynb index 7cdb681eae..1a2aeddeb8 100644 --- a/examples/benchmarking/solvers/nucleation.ipynb +++ b/examples/benchmarking/solvers/nucleation.ipynb @@ -836,7 +836,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 266, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:29:26.493420Z", @@ -853,6 +853,15 @@ }, "metadata": {}, "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ @@ -870,11 +879,10 @@ " for sweep in range(args.sweeps):\n", " res = eq.sweep(var=phi, dt=step.size)\n", "\n", - " if step.succeeded(error=res / 1e-3):\n", - " phi.updateOld()\n", - " stats.append(current_stats(step.end))\n", - " else:\n", - " phi.value = phi.old\n", + " phi.updateOld()\n", + " stats.append(current_stats(step.end))\n", + "\n", + " _ = step.succeeded(error=res / 1e-3):\n", "\n", " for tt, xx, yy in nucleii[nucleii[..., 0] == checkpoint.end]:\n", " phi.setValue(phi + nucleus(x0=xx, y0=yy, r0=args.factor * 2))\n", diff --git a/examples/benchmarking/solvers/nucleation.py b/examples/benchmarking/solvers/nucleation.py index 2a7b93765d..4a258e51ef 100644 --- a/examples/benchmarking/solvers/nucleation.py +++ b/examples/benchmarking/solvers/nucleation.py @@ -504,7 +504,7 @@ def checkpoint_data(elapsed): times = times[(times > elapsed) & (times <= args.totaltime)] -# In[ ]: +# In[266]: from steppyngstounes import CheckpointStepper, FixedStepper @@ -521,11 +521,10 @@ def checkpoint_data(elapsed): for sweep in range(args.sweeps): res = eq.sweep(var=phi, dt=step.size) - if step.succeeded(error=res / 1e-3): - phi.updateOld() - stats.append(current_stats(step.end)) - else: - phi.value = phi.old + phi.updateOld() + stats.append(current_stats(step.end)) + + _ = step.succeeded(error=res / 1e-3): for tt, xx, yy in nucleii[nucleii[..., 0] == checkpoint.end]: phi.setValue(phi + nucleus(x0=xx, y0=yy, r0=args.factor * 2)) From f6fe871547f1097758cc8442adf78983ca4486f8 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sun, 24 Jul 2022 19:07:56 -0400 Subject: [PATCH 133/303] Fix typo --- examples/benchmarking/solvers/nucleation.ipynb | 2 +- examples/benchmarking/solvers/nucleation.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/examples/benchmarking/solvers/nucleation.ipynb b/examples/benchmarking/solvers/nucleation.ipynb index 1a2aeddeb8..c4a81b7773 100644 --- a/examples/benchmarking/solvers/nucleation.ipynb +++ b/examples/benchmarking/solvers/nucleation.ipynb @@ -882,7 +882,7 @@ " phi.updateOld()\n", " stats.append(current_stats(step.end))\n", "\n", - " _ = step.succeeded(error=res / 1e-3):\n", + " _ = step.succeeded(error=res / 1e-3)\n", "\n", " for tt, xx, yy in nucleii[nucleii[..., 0] == checkpoint.end]:\n", " phi.setValue(phi + nucleus(x0=xx, y0=yy, r0=args.factor * 2))\n", diff --git a/examples/benchmarking/solvers/nucleation.py b/examples/benchmarking/solvers/nucleation.py index 4a258e51ef..a9ed89dd43 100644 --- a/examples/benchmarking/solvers/nucleation.py +++ b/examples/benchmarking/solvers/nucleation.py @@ -524,7 +524,7 @@ def checkpoint_data(elapsed): phi.updateOld() stats.append(current_stats(step.end)) - _ = step.succeeded(error=res / 1e-3): + _ = step.succeeded(error=res / 1e-3) for tt, xx, yy in nucleii[nucleii[..., 0] == checkpoint.end]: phi.setValue(phi + nucleus(x0=xx, y0=yy, r0=args.factor * 2)) From 28ae895efe8a5e28e5341b6f559f8fe4ed76846f Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sun, 24 Jul 2022 20:39:56 -0400 Subject: [PATCH 134/303] Log beginning and end of each solve --- .../benchmarking/solvers/nucleation.ipynb | 93 ++++++++++--------- examples/benchmarking/solvers/nucleation.py | 72 +++++++------- 2 files changed, 89 insertions(+), 76 deletions(-) diff --git a/examples/benchmarking/solvers/nucleation.ipynb b/examples/benchmarking/solvers/nucleation.ipynb index c4a81b7773..b8043e01fe 100644 --- a/examples/benchmarking/solvers/nucleation.ipynb +++ b/examples/benchmarking/solvers/nucleation.ipynb @@ -32,7 +32,7 @@ }, { "cell_type": "code", - "execution_count": 228, + "execution_count": 339, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:53.359783Z", @@ -42,6 +42,7 @@ "outputs": [], "source": [ "import argparse\n", + "import json\n", "import os\n", "import re\n", "import sys\n", @@ -143,7 +144,7 @@ }, { "cell_type": "code", - "execution_count": 245, + "execution_count": 317, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:53.395528Z", @@ -155,14 +156,15 @@ "if isnotebook:\n", " # argv = [\"--numberOfElements=10000\", \"--totaltime=1.2\", \"--checkpoint_interval=0.12\",\n", " # \"--nucleation_scale=100\", \"--output=nucleation6\"]\n", - " argv = [\"--numberOfElements=10000\", \"--nucleation_scale=100\", \"--output=nucleation16\"]\n", + " argv = [\"--numberOfElements=100000\", \"--nucleation_scale=1000\", \"--output=nucleation21\",\n", + " \"--restart=../../../../solvers_and_timings/nucleation18/t=300.0.npz\"]\n", "else:\n", " argv = None" ] }, { "cell_type": "code", - "execution_count": 246, + "execution_count": 318, "metadata": {}, "outputs": [], "source": [ @@ -185,7 +187,7 @@ }, { "cell_type": "code", - "execution_count": 247, + "execution_count": 319, "metadata": {}, "outputs": [], "source": [ @@ -197,13 +199,14 @@ }, { "cell_type": "code", - "execution_count": 248, + "execution_count": 320, "metadata": {}, "outputs": [], "source": [ "if args.restart is not None:\n", " data = nmx.load(args.restart)\n", - " phi.setValue(data[\"phi\"][:nx, :ny].flat)\n", + " lower, upper = int((1000 - nx) / 2), int((1000 + nx) / 2)\n", + " phi.setValue(data[\"phi\"][lower:upper, lower:upper].flat)\n", "\n", " # scanf(\"%g\") simulator\n", " # https://docs.python.org/3/library/re.html#simulating-scanf\n", @@ -214,7 +217,7 @@ }, { "cell_type": "code", - "execution_count": 249, + "execution_count": 321, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:53.457100Z", @@ -229,7 +232,7 @@ }, { "cell_type": "code", - "execution_count": 250, + "execution_count": 322, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.857436Z", @@ -239,9 +242,9 @@ "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -249,7 +252,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -275,7 +278,7 @@ }, { "cell_type": "code", - "execution_count": 251, + "execution_count": 323, "metadata": {}, "outputs": [], "source": [ @@ -332,7 +335,7 @@ }, { "cell_type": "code", - "execution_count": 252, + "execution_count": 324, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.865085Z", @@ -353,7 +356,7 @@ }, { "cell_type": "code", - "execution_count": 253, + "execution_count": 325, "metadata": {}, "outputs": [], "source": [ @@ -402,7 +405,7 @@ }, { "cell_type": "code", - "execution_count": 254, + "execution_count": 326, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.905447Z", @@ -433,7 +436,7 @@ }, { "cell_type": "code", - "execution_count": 255, + "execution_count": 327, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.958325Z", @@ -467,7 +470,7 @@ }, { "cell_type": "code", - "execution_count": 256, + "execution_count": 328, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.967486Z", @@ -496,7 +499,7 @@ }, { "cell_type": "code", - "execution_count": 257, + "execution_count": 329, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.979827Z", @@ -537,7 +540,7 @@ }, { "cell_type": "code", - "execution_count": 258, + "execution_count": 330, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:57.903813Z", @@ -550,7 +553,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "storing results in nucleation16\n" + "storing results in nucleation21\n" ] } ], @@ -584,7 +587,7 @@ }, { "cell_type": "code", - "execution_count": 259, + "execution_count": 331, "metadata": {}, "outputs": [], "source": [ @@ -660,7 +663,7 @@ }, { "cell_type": "code", - "execution_count": 260, + "execution_count": 332, "metadata": {}, "outputs": [], "source": [ @@ -669,14 +672,14 @@ }, { "cell_type": "code", - "execution_count": 261, + "execution_count": 333, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAS4AAAD8CAYAAADJwUnTAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAAdhElEQVR4nO3df4xdZ33n8ffHHhNMcUSGEMtMIpxidzfhR0OIAlJQS4E0IRIybAtrhJCrZWWkDRJoWWmTdrVNtfKKrYD+sbuw6xREdhUaLBEULyq0sUVARCjB8YY4jsnGbVxix5oouJWNGIzH+e4fzzmZ6/HM3HPnnh/Pvffzko7uvcfnnvOdY8/Xz/Oc54ciAjOzUbKm6wDMzAblxGVmI8eJy8xGjhOXmY0cJy4zGzlOXGY2cpy4zKwVkq6S9D1JRyQdlvTpYv9dkk5IerzYbut7LvfjMrM2SNoEbIqIg5I2AI8BHwQ+AvwiIj5f9VxTzYRoZnahiDgJnCzen5F0BJhZzbmyKHFJrwp4TddhjJAp4LXA2q4DsZHy2IsR8bpBv7VFil9WPPYkHAZ+1bNrd0TsXnycpM3AD4A3A/8W+CPgNHAA+GxE/ONK18kkcb0+YGfXYYyI9cC/JiUus0HosYi4YdBvzUjxbyoe+x+g7zUkvRr4PrArIu6XtBF4EQjgP5Gqk/9qpXO4qjhyZnDSsjYJWFfXuaR1wDeBeyPifoCImO3587uBb/c7jxPXSNkCfKzrIGzCiHoShSQBXwGORMQXe/ZvKtq/AD4EPNnvXE5cI2OalLTUdSA2YWoscd0EfBw4JOnxYt8fAx+VdB2pqngM+GS/EzlxjYzrcdKyLqwhtawOKyJ+yNL/iP960HM5cY2Em4B3dR2ETai6qop1yi0eu8ilwDVdB2ETrM7G+br0HfIj6ZWSHpX0k6Kb/p8V+6clPSjpmeL1sp7v3CnpqKSnJd3S5A8w/q4Aruw6CJtgZYmrytaWKmMVzwLviYjfBq4DbpX0TuAOYH9EbAX2F5+RdC2wHXgTcCvwJUnuKblqfopo3SpLXFW2tvRNXJH8ovhYxhfANuCeYv89pDFHFPvvi4izEfEscBS4sc6gJ8c7cIO8dW0kExeApLXF48sXgAcj4hFgY9n3oni9ojh8Bniu5+vHWWI8kqSdkg5IOgBVBxRMmjd0HYAZIj1VrLK1pVK1NCLOA9dJeg3wLUlvXuHwpYoIF40rKsYv7YZyyI9daCOwuesgzEb/qWJE/JOkh0htV7Nlj9diuooXisOOA1f1fO1K4Pk6gp0s08Crug7CbGSfKr6uKGkhaT3wPuCnwF5gR3HYDuCB4v1eYLukSyRdDWwFHq057glwfdcBmAF5PlWscq1NwD3Fk8E1wJ6I+LakHwF7JH0C+BnwYYCIOCxpD/AUMA/cXlQ1rbJ1pHxv1r0cS1x9E1dEPAG8bYn9Pwfeu8x3dgG7ho7OzDpX15CfOuXW5mZAqo2b5WHkG+etLVf0P8SsJSNZVTSzyebEZWYjKbdEkVs8ZpYZAeuqZor5JiNZ4MSVneuBq7sOwuxla9bA+ksqHuzENalya02wSSfBVGaZIrNwzCw3A1UVW5JZOGaWHZHd2sNOXGa2sgx7oGYSTqVpwcysC05cy3GD9IIjpAljvVq1ZUJA1aeKLcmkqLOGNHGeweliM8tEhvPaZFLigoXxebOdRmFmi7iq2M8G4BRwrutAzKyXnyquZD1pXY1jHcdhZi/LsMSVSRtXrw3kN21Z277VdQBmC8rG+SpbSzLLo6XNpFLXXLdhdGZSf27LUoYlrszCKU0BlzLZv8DncDcRy0KGiSvDqmLpCia3yniOtFiSWQYy7A6RceKCye7b1dL8IGZVrK24tSTzxNX2wt45OUJa4c2sYxmWuDKruS42RVrR+UTXgXTEpS7LwBo85Gdw00xuqev/ANF1EDbpMixxjUDigpS8JtE54OGugzCrJXFJukrS9yQdkXRY0qeL/dOSHpT0TPF6Wb9wRiRxXcrkdg04hIdAWafKiQSHb5yfBz4bEdcA7wRul3QtcAewPyK2AvuLzyvqm7hWyJJ3SToh6fFiu63nO3dKOirpaUm39P1x+ppichdJnQWe6DoIm2Q1VRUj4mREHCzenyE9gZoBtgH3FIfdA3ywX0hVaqVlljwoaQPwmKQHiz/7i4j4fO/BRQbdDrwJeD2wT9JvRcT5CtdawaSWuAD2AW9lsu+BdWawDqiXSzrQ83l3ROy+6JTSZuBtwCPAxog4CSm5SepbSukbTnHC8qRnJJVZcjnbgPsi4izwrKSjpJnxftTvWivbQKoyTuJcVXPAQeAdXQdik2iwiQRfjIgbVjyd9Grgm8BnIuK0pIFDGqiNa1GWBPiUpCckfbWnQW0GeK7na8dZItFJ2inpQMrOVZNR5r03GrUPeKzrIGwS1fhUUdI6UtK6NyLuL3bPStpU/Pkm4IV+56mcuBZnSeDLwBuB60glsi+Uhy7x9Yue6UfE7oi4IWXnSytGMck96c+Rukf8vOtAbNLUlLiUilZfAY5ExBd7/mgvsKN4vwN4oF9IlRLXUlkyImYj4nxEvATcTaoOQiphXdXz9SuB56tcp79JLnGV9nUdgE2iep4q3gR8HHjPood6nwNulvQMcHPxeUV9M8FyWVLSprJBDfgQ8GTxfi/wdUlfJDXObwUe7fsjVbaZyZ5o8AjwDeAjLF24NatZTbNDRMQPWf4f7XsHOVeVcMoseUjS48W+PwY+Kuk6UjXwGPDJIrjDkvaQBtrNA7cP/0TRLnQE2AP8y64DsUmwBnhl10FcqMpTxeWy5F+v8J1dwK4h4lrBJD9d7OWSl7UosznnR6Tn/GJu60qOAPfiDqrWqAzHKo5oBnBHzAVHgX8g9fVyPy9rQIYzoGYWTlVX4GXMep0DvkOqPr+Vye42Yo1wVdGa8zDwNdL4Rk+HYzVxVdGaN0fqG7yF9NTR1WobkicSrNOkzhZR1VHgL4Efdh2IjTqXuOo0qbOiDmK22OaBd3cbio22zDJFZuFYMx4iJbCbSCOwzAaQ4VPFEa4qgttvBnGENEebG+1tQPXNgFqbEU5c60m96K06z2Fvq+A2LuvePtzmZQMZbCLBVoxwictW7yHgl10HYaMiwxKXE9fEur//IWbgxFW/qjOn2sVOkJ40mlXgxvk6bcBPFldrDs8qYZVkWOJy4/xEexi4Hnht14FYzjKcSHDES1w2PM9hbxW4qlg39+UazjG8cpCtKMOq4hgkrumuAxhxc9S6lomNHyeuJqzDDfTDegQ/YbQVuapYtylc6qrDI/0PscnkEldTpnGfrmEdwr3pbUnlU8UqW4shjYEpYIY017pLX6tTzltvdrFYW21ryxj145piYVbU5ZLXPKnHeC8vuLHgKHAcz9llvUJwPrNMkVk4dVlpdtR/vujzHGnFoNIpJtcccBAnLrtAhomrb1VR0lWSvifpiKTDkj5d7J+W9KCkZ4rXy3q+c6eko5KelnRLkz/A8NaTqpnltgXYzORODX0Ql0KtVwjm166ptLWlypXmgc9GxDXAO4HbJV0L3AHsj4itwP7iM8WfbQfeBNwKfElSZquyraScoHAL8BZSu9mlTFaXi290HYBlJCTOT01V2trS90oRcRI4Wbw/I+kIqWiyjYXZ6O4hTfL074v990XEWeBZSUeBG4Ef1R18O8p2szngDJPR3+kE8CxwddeBWAYC8eu1r6h49K8bjaU0UNlO0mbgbaROPxuLpFYmt/I3fAZ4rudrx4t9i8+1U9IBSQfSCsy5W0/6Ea9h/Etgc8DXcZXRICWuedZW2tpSOXFJejXwTeAzEbFSptES+y5aoSEidkfEDRFxw2j1wZoC3lBs47zUveentwXnmaq0taXSlSStIyWteyOinDpzVtKmiDgpaRPwQrH/OHBVz9evBJ6vK+B8rC+2aVL1cRyfRj5Eau97e8dxWJcCcb7N8TwVVHmqKOArwJGI+GLPH+0FdhTvdwAP9OzfLukSSVcDWxnrUbxTpJLXRsaz+ngIL2k22crEVWVrS5Wq4k3Ax4H3SHq82G4DPgfcLOkZ4ObiMxFxGNgDPAV8F7g9Is43En02ys6vWxi/5HWM9OzFJlUgzvKKSls/kr4q6QVJT/bsu0vSiUX5ZUVVnir+kKXbrQDeu8x3dgG7+p17/JTtXydIDdzjYhb3qJ9cqcRVW/vV14D/BvyvRfv/IiI+X/UkYzJWMSe9HVrHxRypED0JXUFsKXVVFSPiB9TQIOzE1Yiy0X5zx3HU6TTwlzh5TZ4B27guL7s5FdvOipf5lKQniqrkZf0OduJq1AbGq+R1Ds/bNXkCBunH9WLZzanYdle4xJeBNwLXkTq7f6HfFzIbOjmOypkqFs9KMaoOkn6md3UdiLWm1jaui0TEy8V4SXcD3+73HSeuVkyTqvXj0mC/j/T09B1dB2ItCMSvKzwxXK2yP2jx8UPAkysdD05cLdpMmu9qXIbRfIf0s7jkNe7q7IAq6a9IY5wvl3Qc+FPg3ZKuI9VKjwGf7HceJ67WlF0l/oHxSV4ueU2CcqxiLeeK+OgSu78y6HmcuFq1ntRJ9UjXgdTIJa9J0OY4xCryimYiTJEGlY/CjBhVueQ1znIcq+jE1Ymyi8S4JS9w8ho/5ZCfnDhxdaJs7zrUdSA1KlcJcrVx3NQ85KcWeUUzcWYYn/5dJVcbx42rirZI2Tn1DONVbXTJa9w4cdkivatwj1PycslrXNTZHaIuTlxZKFfiniH1v4O0uNKo9/f6DmkW1T9ivKe5Hm9u47IVlH8VW4rXOZYeIvQCo5XQ5oB7gY/h5DWamh7ysxpOXNkq57RfbKmFRea4cLqZ3MZEllPizJAS2LjNEjve3DhvNVjqr2xDsZVOkaqakJJYDm1n50jV4HtJSxQsN6mu5chtXNaC6Z738ywseXmK9ASzy6rmMeC/Am9lYT1hy5nbuKwDUyz8NZc99svuF8u1ozXtFKnRfg54C57LPm+uKlomyqrlPAtVyS7WhXwEeAL4CGnaH1cfc+XEZRmZYiGJbSQ18M/TbpvYHGn5sxnSSnjXtnhtq+Il1nCWS7oO4wJOXFYo+5JBqkqeot0EdoK0ktBNpGU6LScucdkIKEthc6R+Y20msIdJC59/gFR9XKr7h7XJbVw2YtaTZrEon0a2lcDOAfeTqq87gFe1dF1bTm6Jq+/yZIMumS3pTklHJT0t6ZamArc2TZOqkVtYulNsU2ZZWMsxWryu9SrHKlZcnqwVVUpcX6PiktmSrgW2A28CXg/sk/RbEXG+hlitU2W3ii2kElhb0/GcIi279xbgD1q6pvVKQ37yapzvW+IacMnsbcB9EXE2Ip4lLWtz4xDxWZamSQlsmvaG7xwC9uKSV/sGXMm6FcOsZL3UktkzwHM9xxxnvJZytpetJ/3VvoH2qo8HGa+FRkZDjlXF1Sau5ZbMXqoH4ZL/RUraKemApAN5jKWz1VlPevrXVvLaB/yypWtZ6TxTlba2rCpxRcRsRJyPiJeAu1moDh4Hruo59Erg+WXOsTsiboiIG/zIe9SVbV+bW7jWKdITR2vL2FQVJW3q+di7ZPZeYLukSyRdDWwldcqxibCBdpLXCeDZFq5jkGfi6lu2G2TJ7Ig4LGkP8BRp7MjtfqI4aTYA15BKRrN9jl2tOVJj/dUNnd96jeTyZIMumR0Ru4BdwwRlo26KNJXOOZobvH0QeB/unNq8HKe1GeapolkfMzQ7XfOeBs9tvUauqmg2nCZLXrOkti5XGZvksYo2ocpSV93Ja47UUO/E1SQvT2YTqnfKnLqT11HS2o1egKNJubVx5RWNjbkmSl7HSFVGT//clJdYk93yZG6ctxaVJa/pfgcOyI30TcttyI9LXNaBuktep4HHgLfXdD7rlWN3iLyisQkxRRrmVWeVsYvFPiZDjk8VXVW0jtQ9POgIHqzfnLr6cS0zMem0pAclPVO8XrbSOcCJyzpVZ/I6hae8acZLxZCfKlsFXwNuXbTvDmB/RGwF9hefV+TEZR3bQH2zgzxU03nsQqptWptlJibdRlqjjuL1g/3O48RlGZihnn5Yc8B3ajiP9RpwdojLy3n2im1nhUtsjIiTAMXrFf2+4MZ5y0DZTeJYDec6Rmrr8hxvdRqgcf7FNMdes1ziskysp57+XbPAMzWcx0otTN08W87xV7y+0O8LTlyWid5hQcP6bk3nMVjox9Xg1M17SQtoUrw+0O8LTlyWmTqS1zngwRrOY1AuT/aKSls/xcSkPwL+maTjkj4BfA64WdIzwM3F5xW5jcsys57UUH9uyPOUg6/d1jWsQJx/qZ4OqMtMTArw3kHO4xKXZWY9acmzYZ8yzgL34nUYaxAwP7+20tYWl7gsQ+uLbdhS1yyp5LV16IgmWYQ4P59XqnCJyzLVtytPRffjFYGGkxLX2kpbW/JKo2YvK7tHDDt4eg74KZ4ldQhBq0mpCicuy9g0cIbhq4yPkP6p3zx0RJMoYg2//tUlXYdxAVcVLWNlW1cdDjF8ApxQAcyvrba1xInLMldXp9TTpKeMTl4DC2WXuFxVtAlyDDiO27sGFMC8uo7iAi5xWebqHAoE8HVS8rKBzFfcWtI3cQ06Y6GkOyUdlfS0pFuaCtwmyaXU19Z1jrS4hpNXZS8Bv6q4taRKietrVJyxUNK1wHbgTcV3viQpr+eoNoLqbtE4TZqvzsmrkiDl+ypbS/omrgFnLNwG3BcRZyPiWVK35RvrCdUm28b+hwzkHPBwzeccUwGcr7i1ZLVtXMvNWDgDPNdz3HGWaaCQtLOcJdGLHFh/dVUVex3B0z1XNGptXANa6tHDkqNcI2J3RNyQZkv0CH7rZ4r6F5KFlLh+2MB5x0iQXeJabePBrKRNEXFy0YyFx4Greo67Enh+mADNFjRR6gLYR/qte3dD5x9xZeLKyGpLXMvNWLgX2C7pEklXk4blPzpciGalcq6uJjyES17LyPCpYt8SVzFj4btJq3ccB/6UNEPhnmL2wp8BHwaIiMOS9gBPkXL07RHRYpOdjbe6prtZzr7i9V0NnX+EZVbi6pu4Bp2xMCJ2AbuGCcqsO05eFym7Q2TEPedtxNQ1T9dK9gF3435ehTHqDmHWkaYa6Bc7gTupFjJ8qujEZSOoqQb6xTw8CMiycd6Jy0ZQnYOu+ymHBz0F/LLF62bGJS6zUVOWvCZ01SBXFc3qMEV71cVeJ4D/zMQtNpth4vJEgjaC1gMbGH4hjdXoHZw9IXPYZ9gdwonLbFUeJs1j/wFgM92UAFtSdofIiBOX2aqV89jPAB8DXtVtOE0JWn1iWIUTl9nQTgD/A7gG+F3GLoFlOMjaictGVFsdUas6TVq/8RHg/cAW4LWdRlQbt3GZ1WWaNJtSZr9RAHyHFN9mUhtYXivkDMxtXGaT4lSxHWQsSmCuKppNmrIEtpGUwN7ebTiDchuX2aQqS2BHSLNP/AvSr98ILE5bjlXMiBOXWevmSN0oAK4n9QF7H9n2BXOJy8wudLB4faJ4/QCpLewKsmrUrylxSToGnCE198+nxXIG58RlI6yrYT9NmCte9xSvb2GhMf/drUdzgfq7Q/xeRLw4zAmcuGyETTM+iWuxQz3vy9LYNKltrNRSR1d3hzCzwZ3qef3znv3v4MK1JhvqcjFY4/zlaZHnl+2OiN09nwP4W0kB/M9Ff1aZE5fZyHpk0edLSdXnpbxv9ZcZrKr4Yp92q5si4nlJVwAPSvppRPxg0JCcuMzGxuliW8o9w526pqpiRDxfvL4g6VvAjcDAicsTCZrZymqaSFDSb0jaUL4Hfh94cjUhucRlZiurrx/XRuBbkiDlnq9HxHdXcyInLjNbWU3dISLi74HfHv5MQyaupTqTSZoGvkEaGn8M+EhE/ONwYZpZZwI423UQF6qjjev3IuK6nicJdwD7I2IrsL/4bGajKsPFMpponN/GwiOMe4APNnANM2tLWVWssrVk2MRVdiZ7TNLOYt/GiDgJULxesdQXJe2UdCB1VlvuEa7ZSsa113xmyp7zVbaWDNs4f1FnsqpfLHrM7gaQ3jiBq2za8M50HcBkGLfZIZbpTDYraVNEnJS0iTS/rpmNsswS16qriit0JtsL7CgO2wE8MGyQZtahcqxila0lw5S4luxMJunHwB5JnwB+Bnx4+DDNrDPjVFVcrjNZRPwceO8wQZlZRsYpcZnZhPC6imZ1OUV2v03jzBMJmtVhrv8hVp/MOix5WhszGzlOXGY2clxVNLM+8mudd+KyETSHxym2Kb/+EE5cNoLy+iUafy5xmdnIeYncnuI6cdkIOtZ1ABPGJS4zG0l5Vc+duGzE5FVlmQwucZkNydO7tc9PFc1s5LjEZTaEOVxV7IKfKpoNYY7c/udfsI7Bfp3myfdnWcxVRbMh5PS//jrgDT2ftwLTA3z/NHCk5/M8+XbzcFXRbJXm6XaYz7ri9UZgffF+4xDnuxR4R8/nc8CW4v0J4Cj5JAuXuMxWqavS1ubi9UYWklcT1rGQCDcC1wOzpAR2rMHrVuESl9kqzbZ8vRlS9W+m5ev22lhsm4FnSCWxLgR5VdOduGwktFVNWUdqp7oe2ECzJaxBzJAWhD8DHKT9aatd4jJbhdO08z/+9Sy0M+WmTKrvI1UdT9BeFdJtXGYDmqf5KtJmUtJa3+e4XGxmoQo7S/NJ3SUus4xcSurScA35VAurWgfcRCqNfr94bYpLXGYDaqq0tR74XVLyGmWXkn6O79NcB12XuMwG0NQQn/KXfdSTVulS4AOkNq+HGzh/fkN+GlvlR9Ktkp6WdFTSHU1dx8ZZE0/PxqWktZTNpOpj3cqqYpVtZXXlhUZKXJLWAv8duBk4DvxY0t6IeKqJ69k4amJBjHEraS1lc/H6KPUl/XqqinXmhaZKXDcCRyPi7yPi18B9wLaGrmVjqe55t8a5pLXYZup9Qlpbiau2vNBUG9cM8FzP5+NcODALSTuBncXHs/CHTzYUy6AuB17sOgjyiQPyicVxXGyQWN7Q/5ClnPwbuOvyige/UtKBns+7I2J38b5vXqiqqcSlJfbFBR/SD7MbQNKBiLihoVgGkkssucQB+cTiOC7WRiwRcWtNp+qbF6pqqqp4HLiq5/OVwPMNXcvMRkNteaGpxPVjYKukqyW9AtgO7G3oWmY2GmrLC41UFSNiXtKngL8B1gJfjYjDK3xl9wp/1rZcYsklDsgnFsdxsZxiWdEq8sKyFLGqKqaZWWca64BqZtYUJy4zGzmdJ64uhwZJOibpkKTHy74nkqYlPSjpmeL1soau/VVJL0h6smffsteWdGdxj56WdEvDcdwl6URxXx6XdFsLcVwl6XuSjkg6LOnTxf4u7slysbR6XyS9UtKjkn5SxPFnxf7W70l2IqKzjdRA93fAbwKvAH4CXNvi9Y8Bly/a9+fAHcX7O4D/0tC1f4c0CdST/a4NXFvcm0uAq4t7trbBOO4C/t0SxzYZxybg+uL9BuD/Fdfr4p4sF0ur94XU7+nVxft1wCPAO7u4J7ltXZe4chwatA24p3h/D/DBJi4SET/g4sF4y117G3BfRJyNiGdJKyjc2GAcy2kyjpMRcbB4f4a0dtcM3dyT5WJZTiOxRPKL4uO6Ygs6uCe56TpxLTUEoM3VCQL4W0mPFUOQADZGxElI/4BJk323Zblrd3GfPiXpiaIqWVZFWolD0mbgbaQSRqf3ZFEs0PJ9kbRW0uOkwZsPRkTn9yQHXSeu2oYArNJNEXE98H7gdkm/0+K1B9H2ffoy8EbgOuAk8IW24pD0auCbwGciYqVpPbuIpfX7EhHnI+I6Ui/zGyW9eaWQm4ojN10nrk6HBkXE88XrC8C3SMXqWUmbAIrXuqcpWMly1271PkXEbPEL8xJwNwvVjUbjkLSOlCjujYj7i92d3JOlYunqvhTX/ifgIeBWMvl30qWuE1dnQ4Mk/YakDeV74PeBJ4vr7ygO2wE80EY8heWuvRfYLukSSVeTFvx7tKkgyl+KwodI96XROCQJ+ApwJCK+2PNHrd+T5WJp+75Iep2k1xTv15OW+Pkpmfw76VTXTweA20hPbf4O+JMWr/ubpCcwPwEOl9cGXgvsJ63AuR+Ybuj6f0Wqbpwj/U/5iZWuDfxJcY+eBt7fcBz/GzgEPEH6ZdjUQhzvIlVrngAeL7bbOrony8XS6n0B3gr83+J6TwL/sd+/0abuSW6bh/yY2cjpuqpoZjYwJy4zGzlOXGY2cpy4zGzkOHGZ2chx4jKzkePEZWYj5/8D5ZXdigcjNvcAAAAASUVORK5CYII=\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -684,7 +687,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -710,7 +713,7 @@ }, { "cell_type": "code", - "execution_count": 262, + "execution_count": 334, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:57.917659Z", @@ -767,7 +770,7 @@ }, { "cell_type": "code", - "execution_count": 263, + "execution_count": 335, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:57.929625Z", @@ -788,7 +791,7 @@ }, { "cell_type": "code", - "execution_count": 264, + "execution_count": 336, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:57.995434Z", @@ -820,7 +823,7 @@ }, { "cell_type": "code", - "execution_count": 265, + "execution_count": 337, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:58.004270Z", @@ -836,7 +839,7 @@ }, { "cell_type": "code", - "execution_count": 266, + "execution_count": 340, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:29:26.493420Z", @@ -846,9 +849,9 @@ "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAUMAAAD8CAYAAADt2MYTAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAAUcElEQVR4nO3df6zd9X3f8efLNj+S0ARcD2RsJtzVTXCqsKQuIU23sbhrMK1iJg3JbGk8RGWhQUqjSq1Zp2VRVClTfyipRmJZhMZdoyBGaPEyLxS5Tbspg+I0DHAcBw824+Li0K7JVBIcm/f++H6vOb2999xzz497zvV5PqSvzvn+OOf7/l58Xnw+35+pKiRp2q0YdwGSNAkMQ0nCMJQkwDCUJMAwlCTAMJQkoIcwTHJvkpNJnu6YtjrJI0meaV8v6Zh3V5KjSY4kee+oCpe0/MyVJ7PmJ8lvthnyZJJ3LFVtvbQMPwNcP2vaLuBAVW0EDrTjJNkEbAfe2n7mk0lWDq1aScvdZ/jbedJpK7CxHXYCn1qCmoAewrCq/hj4y1mTtwF72/d7gRs7pt9XVa9U1XPAUeCa4ZQqabmbJ086bQN+uxqPAhcnWbsUta3q83OXVdUJgKo6keTSdvo64NGO5Y630/6WJDtpkp/z4EfW9FmIpN6cgJeq6u8s9nM/mNTLva/jEPDdjkl7qmrPIla3Dni+Y3wmQ04s4jv60m8YzidzTJvzer/2D7QH4PKkdg65EEl/00fg//Tzue8At/e47L+B71bV5n7W0+o5Q4at3zB8McnatlW4FjjZTj8OXNGx3HrghUEKlDReAc5butWNLUP6PbVmH7Cjfb8DeKhj+vYkFyTZQLMT9E8GK1HSOIWm1dTLMAT7gA+0R5WvBb41s0tu1BasP8nngOuANUmOAx8GPgbcn+RW4BhwE0BVHUpyP/A14DRwe1WdGVHtkpbAMFuG8+TJeQBVtRvYD9xAc/D1ZeCWIa16QQuGYVXdPM+sLfMs/yvArwxSlKTJsQJ43ZC+q0uezMwvet9FOVTDPoAi6Rwz000+103DNkoawBIfQBkbw1BSV7YMJQlbhpIEGIaSBDRhOKyjyZPMMJTUlfsMJQm7yZIE2DKUJMCWoSQBw70cb5IZhpK6spssSdhNliTAMJSks6YhKKZhGyUNIMB5vSbF6VFWMlqGoaSuVqyA113Q48KGoaRzVQKrpiAppmATJQ1iUd3kZWwKNlHSQAKsHHcRo2cYSupuSs66noJNlDQQw1CSaMKw16PJy5hhKKk7W4aShGEoSWd5NFnS1LNlKEl4AEWSAFuGkgQYhpIEGIaSdJZHkyVNPVuGkkTzrFCPJkuaelPSMlwxyIeTfCjJoSRPJ/lckguTrE7ySJJn2tdLhlWspDFZ1eOwgCTXJzmS5GiSXXPMf1OS/5zkf7bZcssQt6KrvsMwyTrg54DNVfXDNLtYtwO7gANVtRE40I5LWq5mbu7ay9Dta5KVwN3AVmATcHOSTbMWux34WlVdDVwH/HqS84e0JV0N1DKk+X/B65KsAl4PvABsA/a28/cCNw64DknjNNNNHrxleA1wtKqerapTwH00edGpgO9LEuAi4C9ZosdM9R2GVfVnwK8Bx4ATwLeq6veBy6rqRLvMCeDSuT6fZGeSg0kOvtxvEZJGb3FhuGbmd90OOzu+aR3wfMf48XZap/8AXEXTsHoKuLOqXh32Js2l792i7b7AbcAG4K+A/5Tk/b1+vqr2AHsALk+q3zokjdjirk1+qao2d/mm2Wb/9t8LPAG8B/h7wCNJ/ltVfbvnCvo0SDf5J4DnquqbVfU94EHgx4AXk6wFaF9PDl6mpLEZXjf5OHBFx/h6mhZgp1uAB6txFHgOeMtgG9CbQcLwGHBtkte3/fstwGFgH7CjXWYH8NBgJUoaq+GF4ePAxiQb2oMi22nyotMxmiwhyWXAm4Fnh7EZC+m7m1xVjyV5APhTmh2cX6Xp9l4E3J/kVpoNu2kYhUoaoyFcjldVp5PcATzcfuO9VXUoyW3t/N3AR4HPJHmKJoZ/qapeGnztCxvoVMqq+jDw4VmTX6FNdknngCGedF1V+4H9s6bt7nj/AvCTw1nb4kzBeeWSBrICuHDcRYyeYShpYd61RtLUm5Jrk6dgEyUNxDCUpJbdZElTz5ahJOHNXSUJsGUoSWdNQVJMwSZKGogtQ0nitTtdn+MMQ0nd2TKUJBZ7c9dlyzCU1J0tQ0nCMJSkszyAImnq2TKUJLy5qySdZTdZ0tSzmyxJGIaSdJbdZElTz5ahJOHRZEmaUXaTJU27CpyZgqSYgk2UNBDDUJKaluHplSt6XPrVkdYySoahpK4q4cyqXqPi1EhrGSXDUFJXRTi18vwelzYMJZ2jinB6Cs66NgwlLejMFETFub+FkgZShDO2DCVNu2kJw16Pl88pycVJHkjy9SSHk7wryeokjyR5pn29ZFjFSlp6RXiF83saFpLk+iRHkhxNsmueZa5L8kSSQ0n+aOgbNI+BwhD4BPDFqnoLcDVwGNgFHKiqjcCBdlzSMtW0DFf1NHSTZCVwN7AV2ATcnGTTrGUuBj4JvK+q3grcNJKNmkPfYZjkjcA/BD4NUFWnquqvgG3A3naxvcCNg5UoadzOsLKnYQHXAEer6tmqOgXcR5MXnf458GBVHQOoqpND35h5DNIy/AHgm8BvJflqknuSvAG4rKpOALSvl8714SQ7kxxMcvDlAYqQNFoz+wx7DMM1M7/rdtjZ8VXrgOc7xo+30zr9EHBJki8l+UqSD4x2614zyAGUVcA7gA9W1WNJPsEiusRVtQfYA3B5UgPUIWmEChZznuFLVbV5nnmZ5+s7rQJ+BNgCvA74H0kerapv9FpAvwZpGR4HjlfVY+34AzTh+GKStQDt65I1cyWNwnD2GdJkxhUd4+uBF+ZY5otV9ddV9RLwxzTHI0au7zCsqj8Hnk/y5nbSFuBrwD5gRzttB/DQQBVKGqsinOL8noYFPA5sTLIhyfnAdpq86PQQ8A+SrEryeuCdNAdmR27Q8ww/CHy23bBngVtoAvb+JLcCx1jCo0GShm9Y5xlW1ekkdwAP0zxV5d6qOpTktnb+7qo6nOSLwJM0t8C5p6qeHnjlPRgoDKvqCWCu/QNbBvleSZNjmNcmV9V+YP+sabtnjf8q8KtDWeEieAWKpAV5bbKkqTctl+MZhpK6mrkc71xnGErqauZyvHPdub+FkgZiN1mSWoahpKnnbf8lCfcZShLw2uV45zrDUFJXHkCRpJb7DCVNPfcZShJ2kyXpLMNQ0tR7lRW8wgXjLmNB7X1VV1bVd/r5/KCPCpU0BYb0dLyRSXIncAI42j7D/Y7FfodhKKmrRT4db0kl+Xj7BL07gauqah3NI4w3JfnoYr7LbrKkBU3wPsM/At4OrAG+nOTbNI8MeAq4Lcmvt89zX5BhKKmrSb42uap+F/jdJNcCH6LpKl8NvA1YDXwpyUVV9YMLfZdhKKmr5nK8iT+AcjtwP/AETavwKuCpqrquPbCyIPcZSupqkvcZnq2x6hmax4o+QPPw+SeBf9rOO9XLd9gylNTVJHeTO7Wh91/aYdEMQ0kL8nI8SVPPy/EkCcNQkgAfFSpJgLfwkqSz7CZLmnruM5Qkls95hoMyDCUtyH2Gkqbeq6zwUaGSBD4dT5I8tUaSYHqOJg98C68kK5N8NckX2vHVSR5J8kz7esngZUoap2HdwivJ9UmOJDmaZFeX5X40yZkk/2yoG9LFMO5neCdwuGN8F3CgqjYCB9pxScvUq+3leL0M3SRZCdwNbAU2ATcn2TTPcv8eeHgEmzOvgcIwyXrgp4B7OiZvA/a27/cCNw6yDknj1uwz7GVYwDXA0ap6tr334H00eTHbB4HPAyeHux3dDbrP8OPALwLf1zHtsqo6AVBVJ5JcOtcHk+wEdgK8acAiJI3OIvcZrklysGN8T1Xtad+vA57vmHec5u7UZyVZR3OH6vcAP9pfxf3pOwyT/DRwsqq+kuS6xX6+/QPtAbg8qX7rkDR6iwjDl6pq8zzzMse02b/9jwO/VFVnkrkWH51BWobvBt6X5AbgQuCNSX4HeDHJ2rZVuJYlbupKGq4hXo53HLiiY3w98MKsZTYD97VBuAa4Icnpqvq9YRTQTd/7DKvqrqpaX1VXAtuBP6iq9wP7gB3tYjuAhwauUtLY1PD2GT4ObEyyoX1i3XaavHhtXVUbqurKNlceAP7VUgQhjOY8w48B9ye5FTgG3DSCdUhaIs2jQge/HK+qTie5g+Yo8Urg3qo6lOS2dv7ugVcygKGEYVV9CfhS+/4vgC3D+F5J41eEM68O56TrqtoP7J81bc4QrKp/OZSV9sgrUCR1V3D69Ll/BYphKKmrqnDm9LkfFef+FkoaSBOGtgwlTbvCMJSkqhWc+u4F4y5j5AxDSd0VYMtQ0tSrGIaS1LQMl/Y64XEwDCUt7PS4Cxg9w1BSd68C3x13EaNnGErqroDvjbuI0TMMJXVXwJlxFzF6hqGkhbnPUNLUKwxDSTIMJQk8mixJZ9kylDT1PLVGkvDUGkkCPIAiSYAHUCTpLFuGkqae3WRJwjCUJMBTayQJ8NQaSQKaMPRosqSp5z5DScJ9hpIEuM9Qks6ymyxp6rnPUJLw2mRJAqamZbii3w8muSLJHyY5nORQkjvb6auTPJLkmfb1kuGVK2ksTvc4LCDJ9UmOJDmaZNcc8/9Fkifb4ctJrh7iVnTVdxjSbPovVNVVwLXA7Uk2AbuAA1W1ETjQjktarmZOrell6CLJSuBuYCuwCbi5zYxOzwH/qKreBnwU2DOszVhI32FYVSeq6k/b9/8POAysA7YBe9vF9gI3DlijpHGaObWml6G7a4CjVfVsVZ0C7qPJi9dWVfXlqvq/7eijwPrhbMTChrLPMMmVwNuBx4DLquoENIGZ5NJ5PrMT2AnwpmEUIWk0FncAZU2Sgx3je6pqpnW3Dni+Y95x4J1dvutW4L/2vOYBDRyGSS4CPg/8fFV9O0lPn2v/QHsALk9q0DokjcjirkB5qao2zzNvrnCY87ef5B/ThOGP97zmAQ0UhknOownCz1bVg+3kF5OsbVuFa4GTgxYpacyGcwXKceCKjvH1wAuzF0ryNuAeYGtV/cVQ1tyDQY4mB/g0cLiqfqNj1j5gR/t+B/BQ/+VJGruZU2sGP5r8OLAxyYYk5wPbafLirCR/F3gQ+Jmq+sbwNmJhg7QM3w38DPBUkifaaf8a+Bhwf5JbgWPATQNVKGm8hnSeYVWdTnIH8DCwEri3qg4lua2dvxv4t8D3A59sd7md7tLtHqq+w7Cq/jtz7wMA2NLv90qaMEO8a01V7Qf2z5q2u+P9zwI/O5y1LY5XoEjqroBXxl3E6BmGkrqbksvxDENJ3XlzV0nCm7tKEmA3WZLOMgwlTT1v7ipJ2E2WJMAwlCTAU2sk6SxPrZEk5rnr4LllkGegSNI5wzCUJOwmS1rQdBxBMQwlLWA6zq0xDCUtwJahJNFcj/edcRcxcoahpAXYMpSklvsMJU09W4aShEeTJQmwZShJgEeTJQmwmyxJgN1kSQJsGUoSYMtQkoAmDD2AImnq2TKUJNxnKEmALUNJAmwZShJgy1CSgGm5HG9kT8dLcn2SI0mOJtk1qvVIGrWZbnIvQ3cL5UIav9nOfzLJO4a4IV2NJAyTrATuBrYCm4Cbk2waxbokjdpMN7mXYX495sJWYGM77AQ+NaytWMioWobXAEer6tmqOgXcB2wb0bokjdTQWoa95MI24Ler8ShwcZK1w9qSbka1z3Ad8HzH+HHgnZ0LJNlJk/wAr3wEnh5RLaOwBnhp3EX0aDnVCsur3uVUK8Cb+/vYiYfh363pceELkxzsGN9TVXva9wvmwjzLrANOLKLgvowqDDPHtPobI80faA9AkoNVtXlEtQzdcqp3OdUKy6ve5VQrNPX287mqun5YJcz19X0sMxKj6iYfB67oGF8PvDCidUlaHnrJhbFlx6jC8HFgY5INSc4HtgP7RrQuSctDL7mwD/hAe1T5WuBbVTXyLjKMqJtcVaeT3AE8DKwE7q2qQ10+sqfLvEm0nOpdTrXC8qp3OdUKY653vlxIcls7fzewH7gBOAq8DNyyVPWlakm645I00UZ20rUkLSeGoSQxAWE4yZftJbkiyR8mOZzkUJI72+mrkzyS5Jn29ZJx1zojycokX03yhXZ8kmu9OMkDSb7e/o3fNeH1fqj9d/B0ks8luXBS6k1yb5KTSZ7umDZvbUnuan9zR5K8dxw1T5qxhuEyuGzvNPALVXUVcC1we1vfLuBAVW0EDrTjk+JO4HDH+CTX+gngi1X1FuBqmronst4k64CfAzZX1Q/THADYzuTU+xlg9vmAc9bW/hveDry1/cwn29/idKuqsQ3Au4CHO8bvAu4aZ00L1PsQ8E+AI8Dadtpa4Mi4a2trWU/zj/49wBfaaZNa6xuB52gP4nVMn9R6Z66MWE1zFsYXgJ+cpHqBK4GnF/pbzv6d0Rzdfde4/8bjHsbdTZ7v0puJk+RK4O3AY8Bl1Z771L5eOsbSOn0c+EWaey7NmNRafwD4JvBbbbf+niRvYELrrao/A34NOEZzadi3qur3mdB6W/PVtmx+d0tp3GE4tktvFiPJRcDngZ+vqm+Pu565JPlp4GRVfWXctfRoFfAO4FNV9Xbgr5mQLvFc2v1t24ANwOXAG5K8f7xV9W1Z/O6W2rjDcOIv20tyHk0QfraqHmwnvzhzJ4329eS46uvwbuB9Sf43zd1A3pPkd5jMWqH5b3+8qh5rxx+gCcdJrfcngOeq6ptV9T3gQeDHmNx6Yf7aJv53Nw7jDsOJvmwvSYBPA4er6jc6Zu0DdrTvd9DsSxyrqrqrqtZX1ZU0f8c/qKr3M4G1AlTVnwPPJ5m5k8oW4GtMaL003eNrk7y+/XexheaAz6TWC/PXtg/YnuSCJBto7h34J2Oob7KMe6clzaU33wD+F/DL465nVm0/TtN9eBJ4oh1uAL6f5kDFM+3r6nHXOqvu63jtAMrE1gr8feBg+/f9PeCSCa/3I8DXaW439x+BCyalXuBzNPsyv0fT8ru1W23AL7e/uSPA1nH/bSdh8HI8SWL83WRJmgiGoSRhGEoSYBhKEmAYShJgGEoSYBhKEgD/H0hDU8B6d6kEAAAAAElFTkSuQmCC\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -876,8 +879,19 @@ " stop=checkpoint.end,\n", " size=1.):\n", "\n", + " state = dict(state=\"START\", numberOfElements=mesh.numberOfCells, sweeps=args.sweeps)\n", + " if precon is None:\n", + " state[\"preconditioner\"] = None\n", + " else:\n", + " state[\"preconditioner\"] = precon.__class__.__name__\n", + "\n", + " solver._log.debug(json.dumps(state))\n", + "\n", " for sweep in range(args.sweeps):\n", - " res = eq.sweep(var=phi, dt=step.size)\n", + " res = eq.sweep(var=phi, dt=step.size, solver=solver)\n", + "\n", + " state[\"state\"] = \"END\"\n", + " solver._log.debug(json.dumps(state))\n", "\n", " phi.updateOld()\n", " stats.append(current_stats(step.end))\n", @@ -900,15 +914,6 @@ " _ = checkpoint.succeeded()" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "checkpoint.end" - ] - }, { "cell_type": "code", "execution_count": null, diff --git a/examples/benchmarking/solvers/nucleation.py b/examples/benchmarking/solvers/nucleation.py index a9ed89dd43..7ef5d9d0da 100644 --- a/examples/benchmarking/solvers/nucleation.py +++ b/examples/benchmarking/solvers/nucleation.py @@ -16,10 +16,11 @@ # ## Import Python modules -# In[228]: +# In[339]: import argparse +import json import os import re import sys @@ -82,18 +83,19 @@ # ### Set any parameters for interactive notebook -# In[245]: +# In[317]: if isnotebook: # argv = ["--numberOfElements=10000", "--totaltime=1.2", "--checkpoint_interval=0.12", # "--nucleation_scale=100", "--output=nucleation6"] - argv = ["--numberOfElements=10000", "--nucleation_scale=100", "--output=nucleation16"] + argv = ["--numberOfElements=100000", "--nucleation_scale=1000", "--output=nucleation21", + "--restart=../../../../solvers_and_timings/nucleation18/t=300.0.npz"] else: argv = None -# In[246]: +# In[318]: args, unknowns = parser.parse_known_args(args=argv) @@ -108,7 +110,7 @@ # Create a mesh based on parameters. Set # > the computational domain is ... 1000×1000 -# In[247]: +# In[319]: nx = ny = int(nmx.sqrt(args.numberOfElements)) @@ -117,12 +119,13 @@ elapsed = 0. -# In[248]: +# In[320]: if args.restart is not None: data = nmx.load(args.restart) - phi.setValue(data["phi"][:nx, :ny].flat) + lower, upper = int((1000 - nx) / 2), int((1000 + nx) / 2) + phi.setValue(data["phi"][lower:upper, lower:upper].flat) # scanf("%g") simulator # https://docs.python.org/3/library/re.html#simulating-scanf @@ -131,14 +134,14 @@ elapsed = float(re.match(pattern, args.restart).group(1)) -# In[249]: +# In[321]: x, y = mesh.cellCenters[0], mesh.cellCenters[1] X, Y = mesh.faceCenters[0], mesh.faceCenters[1] -# In[250]: +# In[322]: if isnotebook: @@ -148,7 +151,7 @@ # ## Create solver -# In[251]: +# In[323]: precon = None @@ -187,7 +190,7 @@ # # > [Set] the driving force to $\Delta f = 1 / (6\sqrt{2})$ -# In[252]: +# In[324]: Delta_f = 1. / (6 * nmx.sqrt(2.)) @@ -195,7 +198,7 @@ # > $$r_c = \frac{1}{3\sqrt{2}}\frac{1}{\Delta f} = 2.0$$ -# In[253]: +# In[325]: rc = 2.0 @@ -236,7 +239,7 @@ # \notag # \end{align} -# In[254]: +# In[326]: mPhi = -2 * (1 - 2 * phi) + 30 * phi * (1 - phi) * Delta_f @@ -254,7 +257,7 @@ # F[\phi] = \int\left[\frac{1}{2}(\nabla\phi)^2 + g(\phi) - \Delta f p(\phi)\right]\,dV \tag{6} # \end{align} -# In[255]: +# In[327]: ftot = (0.5 * phi.grad.mag**2 @@ -275,7 +278,7 @@ # # > $\phi$ is set to unity in regions of overlaps of nuclei -# In[256]: +# In[328]: def nucleus(x0, y0, r0): @@ -291,7 +294,7 @@ def nucleus(x0, y0, r0): # # > 100 random nucleation times $t_i$ are generated, $i=1,\ldots,100$, drawn from a uniform distribution in the interval $t_i \in [0,600)$ -# In[257]: +# In[329]: if parallelComm.procID == 0: @@ -314,7 +317,7 @@ def nucleus(x0, y0, r0): # ### Setup ouput storage -# In[258]: +# In[330]: if (args.output is not None) and (parallelComm.procID == 0): @@ -339,7 +342,7 @@ def nucleus(x0, y0, r0): # ### Create particle counter -# In[259]: +# In[331]: from scipy import ndimage @@ -412,13 +415,13 @@ def num_features(self): return self._num_features -# In[260]: +# In[332]: labels = LabelVariable(phi, threshold=0.5) -# In[261]: +# In[333]: if isnotebook: @@ -428,7 +431,7 @@ def num_features(self): # ### Define output routines -# In[262]: +# In[334]: def saveStats(elapsed): @@ -467,7 +470,7 @@ def checkpoint_data(elapsed): # ### Figure out when to save -# In[263]: +# In[335]: checkpoints = (fp.numerix.arange(int(elapsed / args.checkpoint_interval), @@ -477,7 +480,7 @@ def checkpoint_data(elapsed): checkpoints.sort() -# In[264]: +# In[336]: if args.restart is not None: @@ -496,7 +499,7 @@ def checkpoint_data(elapsed): # ## Solve and output -# In[265]: +# In[337]: times = fp.tools.concatenate([checkpoints, nucleii[..., 0]]) @@ -504,7 +507,7 @@ def checkpoint_data(elapsed): times = times[(times > elapsed) & (times <= args.totaltime)] -# In[266]: +# In[340]: from steppyngstounes import CheckpointStepper, FixedStepper @@ -518,8 +521,19 @@ def checkpoint_data(elapsed): stop=checkpoint.end, size=1.): + state = dict(state="START", numberOfElements=mesh.numberOfCells, sweeps=args.sweeps) + if precon is None: + state["preconditioner"] = None + else: + state["preconditioner"] = precon.__class__.__name__ + + solver._log.debug(json.dumps(state)) + for sweep in range(args.sweeps): - res = eq.sweep(var=phi, dt=step.size) + res = eq.sweep(var=phi, dt=step.size, solver=solver) + + state["state"] = "END" + solver._log.debug(json.dumps(state)) phi.updateOld() stats.append(current_stats(step.end)) @@ -545,12 +559,6 @@ def checkpoint_data(elapsed): # In[ ]: -checkpoint.end - - -# In[ ]: - - From b5071e46a1c9c7c7156bd69e2f9c88ee4c8ca49d Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Mon, 25 Jul 2022 08:53:00 -0400 Subject: [PATCH 135/303] Add slurm timeout --- examples/benchmarking/solvers/dispatch.sh | 10 +++++++--- 1 file changed, 7 insertions(+), 3 deletions(-) diff --git a/examples/benchmarking/solvers/dispatch.sh b/examples/benchmarking/solvers/dispatch.sh index e51371e396..40a769376d 100644 --- a/examples/benchmarking/solvers/dispatch.sh +++ b/examples/benchmarking/solvers/dispatch.sh @@ -31,6 +31,7 @@ optional arguments: QSUB=0 SBATCH="" +SLURMTIME="1:00:00" ENV=fipy NP=1 LOGCONFIG="" @@ -50,7 +51,9 @@ do ;; --sbatch) SBATCH="$2" - shift # option has parameter + SLURMTIME="$3" + shift # option has two parameters + shift ;; --env) ENV="$2" @@ -126,12 +129,13 @@ do ${MPI} ${PYTHON} ${BASH_SOURCE%/*}/${SCRIPT} \ --numberOfElements=${size} --solver=${solver} $@" - JOBNAME="${SCRIPT}-${size}-${solver}" + JOBNAME="${SCRIPT}-${SOLVERSUITE}-${size}-${solver}" if [[ $QSUB == 1 ]]; then qsub -cwd -pe nodal ${NP} -q "wide64" -o "${dir}" -e "${dir}" "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} elif [[ -n $SBATCH ]]; then - sbatch --partition=${SBATCH} --job-name=${JOBNAME} --ntasks=${NP} --ntasks-per-core=2 \ + sbatch --partition=${SBATCH} --job-name=${JOBNAME} --ntasks=${NP} \ + --ntasks-per-core=2 --time=${SLURMTIME} \ "${BASH_SOURCE%/*}/setup.sh" --log ${LOGCONFIG} ${LOGFILE} --env "${ENV}" -- ${INVOCATION} else echo bash "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} From ca004ce1b31a309971d29a3fa8971e7d89360bab Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 4 Aug 2022 08:58:24 -0400 Subject: [PATCH 136/303] Make pyamgx preconditioners proper subclasses --- fipy/solvers/pyamgx/preconditioners.py | 92 +++++++++++++++++++++++--- fipy/solvers/pyamgx/pyAMGXSolver.py | 2 +- 2 files changed, 84 insertions(+), 10 deletions(-) diff --git a/fipy/solvers/pyamgx/preconditioners.py b/fipy/solvers/pyamgx/preconditioners.py index acd754e59e..6cb9f8e705 100644 --- a/fipy/solvers/pyamgx/preconditioners.py +++ b/fipy/solvers/pyamgx/preconditioners.py @@ -2,24 +2,98 @@ from builtins import object import copy -__all__ = ["JacobiPreconditioner", +__all__ = ["AMGPreconditioner", + "AggregationAMGPreconditioner", + "BiCGStabPreconditioner", + "CGPreconditioner", "DILUPreconditioner", + "FGMRESPreconditioner", "GaussSeidelPreconditioner", - "ILUPreconditioner"] + "ILUPreconditioner", + "JacobiPreconditioner", + "PolynomialPreconditioner"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class Preconditioner(object): - def __init__(self, preconditioner_type): +class Preconditioner(object, **kwargs): + def __init__(self): self.config_dict = { - "solver": preconditioner_type, + "solver": self.pctype, "max_iters": 1 } + self.config_dict.update(kwargs) + def __call__(self, **kwargs): self.config_dict.update(kwargs) return copy.copy(self.config_dict) -JacobiPreconditioner = Preconditioner("BLOCK_JACOBI") -DILUPreconditioner = Preconditioner("MULTICOLOR_DILU") -GaussSeidelPreconditioner = Preconditioner("MULTICOLOR_GS") -ILUPreconditioner = Preconditioner("MULTICOLOR_ILU") +class AMGPreconditioner(Preconditioner): + """ + Adaptive Multigrid Preconditioner for pyamgx solvers. + + """ + pctype = "AMG" + +class AggregationAMGPreconditioner(AMGPreconditioner): + """ + Aggregation Adaptive Multigrid Preconditioner for pyamgx solvers. + + """ + def __init__(self): + super(ClassicalAMGPreconditioner, self).__init__(algorithm="AGGREGATION", + selector="SIZE_2") +class BiCGStabPreconditioner(Preconditioner): + """ + Biconjugate Gradient Stabilized Preconditioner for pyamgx solvers. + + """ + pctype = "PCIBCGSTAB" + +class CGPreconditioner(Preconditioner): + """ + Conjugate Gradient Preconditioner for pyamgx solvers. + + """ + pctype = "PCG" + +class DILUPreconditioner(Preconditioner): + """ + DILU Preconditioner for pyamgx solvers. + + """ + pctype = "MULTICOLOR_DILU" + +class FGMRESPreconditioner(Preconditioner): + """ + Flexible Generalized Mimumal Residual Preconditioner for pyamgx solvers. + + """ + pctype = "FGMRES" + +class GaussSeidelPreconditioner(Preconditioner): + """ + Gauss-Seidel Preconditioner for pyamgx solvers. + + """ + pctype = "MULTICOLOR_GS" + +class ILUPreconditioner(Preconditioner): + """ + ILU Preconditioner for pyamgx solvers. + + """ + pctype = "MULTICOLOR_GS" + +class JacobiPreconditioner(Preconditioner): + """ + Block Jacobi Preconditioner for pyamgx solvers. + + """ + pctype = "BLOCK_JACOBI" + +class PolynomialPreconditioner(Preconditioner): + """ + Polynomial Preconditioner for pyamgx solvers. + + """ + pctype = "POLYNOMIAL" diff --git a/fipy/solvers/pyamgx/pyAMGXSolver.py b/fipy/solvers/pyamgx/pyAMGXSolver.py index 63a040b601..7977231858 100644 --- a/fipy/solvers/pyamgx/pyAMGXSolver.py +++ b/fipy/solvers/pyamgx/pyAMGXSolver.py @@ -38,7 +38,7 @@ def __init__(self, config_dict, tolerance=1e-10, criterion="default", self.config_dict["solver"]["max_iters"] = iterations if precon is not None: - self.config_dict["solver"]["preconditioner"] = precon + self.config_dict["solver"]["preconditioner"] = precon() if smoother is not None: self.config_dict["solver"]["smoother"] = smoother self.config_dict["solver"].update(kwargs) From 91a988a5b9f1f2dd0833b5252d53bd91f077b5d4 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 4 Aug 2022 09:10:46 -0400 Subject: [PATCH 137/303] Fix typo --- fipy/solvers/pyamgx/preconditioners.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/fipy/solvers/pyamgx/preconditioners.py b/fipy/solvers/pyamgx/preconditioners.py index 6cb9f8e705..baaf5fdf12 100644 --- a/fipy/solvers/pyamgx/preconditioners.py +++ b/fipy/solvers/pyamgx/preconditioners.py @@ -15,8 +15,8 @@ from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class Preconditioner(object, **kwargs): - def __init__(self): +class Preconditioner(object): + def __init__(self, **kwargs): self.config_dict = { "solver": self.pctype, "max_iters": 1 From 87b752c5fad493bfe9026172c1ece4d096a61fde Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 5 Aug 2022 07:29:21 -0400 Subject: [PATCH 138/303] Organize utilities and render more results --- examples/benchmarking/solvers/Analyze.ipynb | 1288 +++++++++++++++++-- 1 file changed, 1181 insertions(+), 107 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index 84ce53d126..91272b3c27 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -10,11 +10,12 @@ }, { "cell_type": "code", - "execution_count": 158, + "execution_count": 43, "id": "10cb75b9-d1a2-4ddc-90bf-68a382e059c4", "metadata": {}, "outputs": [], "source": [ + "import collections\n", "import glob\n", "import json\n", "import numpy as np\n", @@ -33,9 +34,17 @@ "## utilities" ] }, + { + "cell_type": "markdown", + "id": "1318e04d-5712-463b-8ea9-5826ddf1915c", + "metadata": {}, + "source": [ + "### I/O" + ] + }, { "cell_type": "code", - "execution_count": 254, + "execution_count": 77, "id": "2f9b52f9-53f1-478b-8eea-a4c83f7d13c5", "metadata": {}, "outputs": [], @@ -59,12 +68,14 @@ "\n", " if (logger, function) == (\"fipy.solvers\", \"\"):\n", " pass\n", - " elif (level, logger, function) == (\"INFO\", \"fipy\", \"\"):\n", + " elif (level, logger, function) == (\"DEBUG\", \"fipy\", \"\"):\n", " versions = json.loads(msg)\n", - " # fix name collision\n", - " versions[\"solver_suite\"] = versions[\"solver\"]\n", - " del versions[\"solver\"]\n", + " # # fix name collision\n", + " # versions[\"package\"][\"solver_suite\"] = versions[\"package\"][\"solver\"]\n", + " # del versions[\"package\"][\"solver\"]\n", " elif (level, function) == (\"DEBUG\", \"\"):\n", + " if msg.startswith(\"result stored in\"):\n", + " continue\n", " state = json.loads(msg)\n", " state[\"time_stamp\"] = time_stamp\n", " state[\"solver_class\"] = logger.split('.')[-1]\n", @@ -117,18 +128,105 @@ " return df2[~df2[\"state\"].isin([\"START\", \"END\"])]" ] }, + { + "cell_type": "markdown", + "id": "30e09e3f-d5b2-4796-9d8c-e3c2f17d0ce3", + "metadata": {}, + "source": [ + "### miscellaneous" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "765224ed-f4dc-4baa-8737-e29d02e4a0ce", + "metadata": {}, + "outputs": [], + "source": [ + "def is_converged(paths, df):\n", + " converged = {}\n", + " for path in paths:\n", + " suite, solver, preconditioner, numberOfElements = path.split('/')[-5:-1]\n", + " if preconditioner == \"NoneType\":\n", + " preconditioner = \"unpreconditioned\"\n", + " status = df[(df['package.solver'] == suite)\n", + " & (df['solver_class'] == solver)\n", + " & (df['preconditioner'] == preconditioner)\n", + " & (df['numberOfElements'] == int(numberOfElements))\n", + " & (df['state'] == \"SWEEP\")].iloc[-1]['status_name']\n", + "\n", + " converged[path] = status in [\"KSP_CONVERGED_RTOL\", \"SCIPY_SUCCESS\"]\n", + "\n", + " return converged" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "11cd5975-ecdf-4e71-b257-c40684430a50", + "metadata": {}, + "outputs": [], + "source": [ + "def count_path_components(paths, skip=0):\n", + " label_counts = []\n", + " split_paths = [path.split('/') for path in paths]\n", + " # walk backwards through path components and collect common entries\n", + " for i in range(skip,len(paths[0].split('/'))):\n", + " labels = [path[-(i+1)] for path in split_paths]\n", + " label_counts.append(collections.Counter(labels))\n", + "\n", + " return label_counts\n", + "\n", + "def squeeze_runs_of_one(label_counts):\n", + " previous_len = -1\n", + " squeezed_labels = []\n", + " for level in label_counts:\n", + " if len(level) == 1:\n", + " # all paths have the same value at this level\n", + " if previous_len == 1:\n", + " # prepend the cache with the new label\n", + " key_prev, num_prev = squeezed_labels.pop().most_common()[0]\n", + " key_new, num_new = level.most_common()[0]\n", + " level = [f\"{key_new} - {key_prev}\"] * num_prev\n", + " level = collections.Counter(level)\n", + "\n", + " previous_len = len(level)\n", + " squeezed_labels.append(level)\n", + "\n", + " return squeezed_labels" + ] + }, + { + "cell_type": "markdown", + "id": "6d5ee41e-68a6-4cb8-8088-993329dfe482", + "metadata": {}, + "source": [ + "### plot scaling" + ] + }, { "cell_type": "code", - "execution_count": 255, + "execution_count": 72, "id": "1663a78e-be26-47ad-bf6a-197ca146e04a", "metadata": {}, "outputs": [], "source": [ - "def plot_all(df):\n", + "def plot_all(df, color_by_suite=True):\n", " fig, ax = plt.subplots(figsize=(8,6))\n", - " for label, group in df.groupby([\"solver_suite\", \"solver_class\", \"preconditioner\"]):\n", - " group.plot(\"numberOfElements\", \"elapsed_seconds\", loglog=True,\n", - " ax=ax, label=label)\n", + " for key, group in df.groupby([\"package.solver\", \"solver_class\", \"preconditioner\"]):\n", + " if color_by_suite:\n", + " color = {\n", + " 'no-pysparse': 'red',\n", + " 'petsc': 'blue',\n", + " 'scipy': 'green',\n", + " 'pysparse': 'orange',\n", + " 'pyamgx': 'cyan'\n", + " }\n", + " group.plot(\"numberOfElements\", \"elapsed_seconds\", loglog=True,\n", + " ax=ax, label=label, color=color[key[0]])\n", + " else:\n", + " group.plot(\"numberOfElements\", \"elapsed_seconds\", loglog=True,\n", + " ax=ax, label=label)\n", " plt.legend(bbox_to_anchor=(1., 1.))\n", " plt.ylabel(\"elapsed time / s\")\n", " plt.xlabel(\"number of elements\")\n", @@ -136,7 +234,7 @@ "def plot_by_solver(df):\n", " for solver_class, group1 in df.groupby([\"solver_class\"]):\n", " fig, ax = plt.subplots(figsize=(8,6))\n", - " for label, group2 in group1.groupby([\"solver_suite\", \"preconditioner\"]):\n", + " for label, group2 in group1.groupby([\"package.solver\", \"preconditioner\"]):\n", " group2.plot(\"numberOfElements\", \"elapsed_seconds\", loglog=True, ax=ax, label=label)\n", " plt.legend()\n", " plt.title(solver_class)\n", @@ -146,7 +244,7 @@ "def plot_sweep_times(df):\n", " for numberOfElements, group1 in df.groupby(\"numberOfElements\"):\n", " fig, ax = plt.subplots(figsize=(8,6))\n", - " for label, group2 in group1.groupby([\"solver_suite\", \"solver_class\", \"preconditioner\"]):\n", + " for label, group2 in group1.groupby([\"package.solver\", \"solver_class\", \"preconditioner\"]):\n", " group2 = group2.reset_index()\n", " group2.plot(y=\"elapsed_seconds\", ax=ax, label=label, logy=True)\n", " _ = plt.xlim(xmax=9)\n", @@ -156,9 +254,17 @@ " plt.xlabel(\"sweep\") " ] }, + { + "cell_type": "markdown", + "id": "dffcde65-e7b3-4ff5-a109-941c1bb474eb", + "metadata": {}, + "source": [ + "### plot solutions" + ] + }, { "cell_type": "code", - "execution_count": 256, + "execution_count": 41, "id": "127d4d58-bf4b-4623-96c4-efc95b9c1518", "metadata": {}, "outputs": [], @@ -199,7 +305,7 @@ "\n", " ax2.set_title(\"{0}x{0}: L2(error) = {1}\".format(N_coarse, np.sqrt(((resampled - v_coarse)**2)).sum() / N_coarse**2))\n", "\n", - "def get_diff(path1, path2):\n", + "def get_diff(path1, path2, key=\"value\"):\n", " \"\"\"Load and intorpolate `path2` to resolution of `path1`\n", " \n", " Parameters\n", @@ -207,6 +313,8 @@ " path1, path2 : str\n", " Paths to `.npz` files containing x-coordinates, y-coordinates, and values\n", " for square arrays of values.\n", + " key : str\n", + " Key holding data of interest\n", "\n", " Returns\n", " -------\n", @@ -224,8 +332,8 @@ " data1 = np.load(path1)\n", " data2 = np.load(path2)\n", " \n", - " v1 = data1[\"value\"]\n", - " v2 = data2[\"value\"]\n", + " v1 = data1[key]\n", + " v2 = data2[key]\n", " \n", " N1 = v1.shape[0]\n", " N2 = v2.shape[0]\n", @@ -247,72 +355,12 @@ }, { "cell_type": "code", - "execution_count": 257, - "id": "11cd5975-ecdf-4e71-b257-c40684430a50", - "metadata": {}, - "outputs": [], - "source": [ - "def count_path_components(paths, skip=0):\n", - " label_counts = []\n", - " split_paths = [path.split('/') for path in paths]\n", - " # walk backwards through path components and collect common entries\n", - " for i in range(skip,len(paths[0].split('/'))):\n", - " labels = [path[-(i+1)] for path in split_paths]\n", - " label_counts.append(collections.Counter(labels))\n", - "\n", - " return label_counts\n", - "\n", - "def squeeze_runs_of_one(label_counts):\n", - " previous_len = -1\n", - " squeezed_labels = []\n", - " for level in label_counts:\n", - " if len(level) == 1:\n", - " # all paths have the same value at this level\n", - " if previous_len == 1:\n", - " # prepend the cache with the new label\n", - " key_prev, num_prev = squeezed_labels.pop().most_common()[0]\n", - " key_new, num_new = level.most_common()[0]\n", - " level = [f\"{key_new} - {key_prev}\"] * num_prev\n", - " level = collections.Counter(level)\n", - "\n", - " previous_len = len(level)\n", - " squeezed_labels.append(level)\n", - "\n", - " return squeezed_labels" - ] - }, - { - "cell_type": "code", - "execution_count": 342, - "id": "765224ed-f4dc-4baa-8737-e29d02e4a0ce", - "metadata": {}, - "outputs": [], - "source": [ - "def is_converged(paths, df):\n", - " converged = {}\n", - " for path in paths:\n", - " _, suite, solver, preconditioner, numberOfElements, _ = path.split('/')\n", - " if preconditioner == \"NoneType\":\n", - " preconditioner = \"unpreconditioned\"\n", - " status = df[(df['solver_suite'] == suite)\n", - " & (df['solver_class'] == solver)\n", - " & (df['preconditioner'] == preconditioner)\n", - " & (df['numberOfElements'] == int(numberOfElements))\n", - " & (df['state'] == \"SWEEP\")].iloc[-1]['status_name']\n", - "\n", - " converged[path] = status in [\"KSP_CONVERGED_RTOL\", \"SCIPY_SUCCESS\"]\n", - "\n", - " return converged" - ] - }, - { - "cell_type": "code", - "execution_count": 351, + "execution_count": 40, "id": "3f451a5f-b6b9-4a9a-80b8-f00767aa1922", "metadata": {}, "outputs": [], "source": [ - "def plot_error_matrix(patternA, patternB, df):\n", + "def plot_error_matrix(patternA, patternB, df, key=\"value\"):\n", " pathsA = glob.glob(patternA)\n", " pathsB = glob.glob(patternB)\n", "\n", @@ -336,7 +384,7 @@ "\n", " for col, pathA in zip(axs.T, pathsA[:NA]):\n", " for ax, pathB in zip(col, pathsB[:NB]):\n", - " diff, norm, N1, N2 = get_diff(pathA, pathB)\n", + " diff, norm, N1, N2 = get_diff(pathA, pathB, key)\n", " \n", " if convergedA[pathA] & convergedB[pathB]:\n", " cmap = converged_cmap\n", @@ -396,9 +444,11 @@ }, { "cell_type": "code", - "execution_count": 359, + "execution_count": null, "id": "90a3d2b5-6408-42b1-83cf-e680f6479dfe", - "metadata": {}, + "metadata": { + "tags": [] + }, "outputs": [], "source": [ "macos = events2df(read_events(\"macos.log\"))\n", @@ -409,7 +459,20 @@ "cell_type": "code", "execution_count": 371, "id": "8a1932fb-302a-4571-97b8-0d8a7e8d1872", - "metadata": {}, + "metadata": { + "collapsed": { + "outputs_hidden": true, + "source_hidden": true + }, + "jupyter": { + "outputs_hidden": { + "outputs_hidden": true, + "source_hidden": true + }, + "source_hidden": true + }, + "tags": [] + }, "outputs": [ { "data": { @@ -440,7 +503,12 @@ "cell_type": "code", "execution_count": 383, "id": "6862d89d-f4b3-4882-a308-06f0efc4022e", - "metadata": {}, + "metadata": { + "jupyter": { + "source_hidden": true + }, + "tags": [] + }, "outputs": [ { "data": { @@ -1601,7 +1669,7 @@ ], "source": [ "fig, ax = plt.subplots(figsize=(8,6))\n", - "for label, group in linuxdf.groupby([\"solver_suite\", \"solver_class\", \"preconditioner\"]):\n", + "for label, group in linuxdf.groupby([\"package.solver\", \"solver_class\", \"preconditioner\"]):\n", " group.plot(\"numberOfElements\", \"elapsed_seconds\", loglog=True, ax=ax, label=label)\n", "plt.legend(bbox_to_anchor=(1., 1.))" ] @@ -1664,7 +1732,7 @@ "source": [ "for solver_class, group1 in linuxdf.groupby([\"solver_class\"]):\n", " fig, ax = plt.subplots(figsize=(8,6))\n", - " for label, group2 in group1.groupby([\"solver_suite\", \"preconditioner\"]):\n", + " for label, group2 in group1.groupby([\"package.solver\", \"preconditioner\"]):\n", " group2.plot(\"numberOfElements\", \"elapsed_seconds\", loglog=True, ax=ax, label=label)\n", " plt.legend()\n", " plt.title(solver_class)" @@ -1672,41 +1740,82 @@ }, { "cell_type": "markdown", - "id": "be9e2578-d5c0-4619-a1ea-19d6481d9fa4", - "metadata": {}, + "id": "cdaf219f-2b38-463f-9f84-19a6095294b3", + "metadata": { + "tags": [] + }, "source": [ - "## Compare solutions" + "## harmonic" ] }, { "cell_type": "code", - "execution_count": 57, - "id": "12e22ba6-ef3c-4f7c-a4bb-e7ae39a6742d", + "execution_count": 60, + "id": "20f5ef81-590d-4315-86bd-af05735675ce", "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, "tags": [] }, + "outputs": [], + "source": [ + "events = []\n", + "for fname in glob.glob(\"../../../../solvers_and_timings/constant_diffusion/solver.*.log\"):\n", + " events.extend(read_events(fname))\n", + "\n", + "constant = events2df(events)\n", + "constant_total = extract_total_times(constant)" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "id": "07355364-a416-417c-809d-4a9a2386dc28", + "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" - }, + } + ], + "source": [ + "plot_all(constant_total)" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "id": "354afc3d-5c23-4bc6-a4b0-226e2f23ff0b", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "events = []\n", + "for fname in glob.glob(\"../../../../solvers_and_timings/harmonic/solver.*.log\"):\n", + " events.extend(read_events(fname))\n", + "\n", + "harmonic = events2df(events)\n", + "harmonic_total = extract_total_times(harmonic)" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "af8e380b-c3c6-4dfe-8b4d-69450fdc71bd", + "metadata": {}, + "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAA54AAAE1CAYAAACPyz/jAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAAf2ElEQVR4nO3de7RkV10n8O+vu/OAhEAIISskgcQhykshrBYQRgcNIC8NiHFwBo0KE5wRCYiPwHIURkUG0Yk6jBB5JBgGRcAhMAgyIRFYOJEACoYGYQCTQEhCICQEyKPvnj/Ouenq6nv73u6++z7qfj5rnVVV+7z2PlX1W/W951Tdaq0FAAAAetmy1h0AAABgtgmeAAAAdCV4AgAA0JXgCQAAQFeCJwAAAF0JngAAAHQleAKwYqrqd6vqeWu4/2OqakdVHbJWfQAA9iR4AuxFVT2nqi6rqluq6rwF5p9aVZ+qqm9W1cVVdZ+JeVVV/7Wqrh+nl1dVrfP9nlhVraq2LTDvjKr6SFXdWFVXjdvdNjH/6CQ/neTVy9lXD621a5JcnOTMld52Vf1EVX1oPOaXLLHsk6rqg1V1Q1V9uar+tKruMjH/vKq6taq+MTFtnZj/kPFYf3O8fcjU9p8/bvfrVfW6yaA9tc1vVNXOqvrjifl3rqr/UVVfGdd//wL9P3h8fV011X5xVV03vgb+sapOm5h3bFVdWFVfGl9DJ06t+4qq+kxV3TRu+6en5requnmi36+ZmFdV9dtV9cWxz5dU1QMX6PfJVfXtqrpgqn3R98s4/6FV9f5xv9dU1Vlj+70XOJ6tql4wve/lqKofHPf/9ar6wiLLnFVVnx+PxY6q+s792RfAeiN4Auzdl5L8dpLXTc+oqnskeVuS/5zk7kkuS/IXE4ucmeQpSR6c5HuSPDnJs9f5fvfmzkmel+QeSR6e5NQkvzwx/2eSvKu19q193fAiQXePtmVu441ZmfFO+2qSc5K8bBnL3jXD83evJPdPcnyS35ta5uWttcMnpp3JEPqSvD3JBUmOTHJ+kreP7amqH05ydobjf2KS70jykvmNTm4zyTFJvpXkLyf2e26G1839x9vnL9D/X0ly7QLtZyU5trV2RIbX2QVVdew4by7Ju5M8bZFjcnOSHxmPzRlJ/rCqHjm1zIMn+v+sifbTk/xcku8f+/x3Sf5sgX28MsmHJxuWer+M89+d4Q8mRyW5b5K/SZLW2hVTx/O7x3G+dZExLuXmDO/pX1loZlU9K8kzkzwpyeEZ3rtf2c99AawvrTWTyWQyLTFlCBHnTbWdmeRDE48Py/Ah/37j4w8lOXNi/jOT/N/x/iMzfKA8YXz84CQ3zK/ba7/LGOeJSVqSbctY9peSvGPi8fuSPGNqmScn+YdxbB9K8j0T876Q5NeSfDzJLRk+8Lexv1ckeX+GP5D+epJ/yRCE3pDkrlN9vWP5sX1bkm8muU+n18Kzklyyj+v8WJJPTDw+L8lvL7Ls45J8MUlNtF2R5PHj/f+Z5KUT805N8uVFtnVGks/NbyvJdyW5MckRe+nrSUl2JHlCkqv2stzDknw7ycOm2reNz8uJSxyTC5O8YOJxS3LfRZb9tSRvnnj8wCTfnlrm6UnenOTFSS7Yh/fLS5P82TKfx99McvFU28+Nx+trSd6znNddksck+cJU25YkVyY5tcfr1mQymdZ6csYTYP89MMk/zj9ord2c5P+N7XvMH+8/cFz2QxnOsJxfVXfKcPbm11trn+q53ySpqndW1dnL2M9SfiDJ5ROPvzvJpyf289AMZ3eeneFM0quTXFi7f//yJzOc3blbktvHtn+T4WzcD2c4i/ozSX4ww5m9w5P896l+TC6f1trtST6bIczvoarOHi+BXXBa/vD3yfSxSpL/VFVfHS+lnTxL+MAkH2+ttYm2j2fvz+8xVXXUAvs9I8kbJrb18Awh/iXjpbafmNp3kvxxkhdlCGd7GF8/305yaZJLMpxB3Cfja/57s+cxef94CfHbpi7V/fMk962q76yqg8ZxvXtie0ck+S9JFroEdqn3yyOSfLWGy6ivrap3VNW9F+n6T2c4Az2/36dkOFY/luToJB9I8qa9jX0vjh+nB1XVlePlti+pKp/VgJmgmAHsv8OTfH2q7etJ7rLI/K8nObzqju9bvjjDZYd/n+HS2leuxn5ba09urS3nctFFVdXPJtme5BUTzXdLctPE4/+Q5NWttUtbaztba+dnOLP5iIll/qi1dmXb/fLcF7fWbh7b/n2SP2itfa619o0kL0zy9KnLcCeXn3fT2J89tNZe1lq722LTvhyH5aiqx2YISr8x0fxHSU5Ocs8Ml4CeV1WPGuftz/Obifnz+713hlB+/kTz8UkeNK5zryTPyfDHj/uP6zw1w9nuv1psPK21J4/7emKS97TW5hZbdi9elSEMvmei7d9kOIt9vwzvh3dOPM9XZwh1n84QiE/P7pcI/1aS17bWrlxgX0sdz+MzPD9nJbl3ks9ngfBYVd+f4dLlt0w0PzvJ77bWdox/8HhpkodMf4d0mY4fbx+X4Y84P5jhDzPP3I9tAaw7gifA/vtGkiOm2o7IrvA1Pf+IJN+YP/vUWrstwyWXD0ry+1NnuLrt90CNZ3leluQJrbXJ7599LbuHn/skecHU2cQTMgSeeQsFhcm2e2U4QzfvXzJcynnMEtu4S4bLe9dUVT0iw6WxP95a++f59tbaR1tr17fWbm+tvSvD91J/bJy9P89vsnvoT4azcx9srX1+ou1bSW7LcJnvra21v83wY0yPq6rDkrw8yS8uNa7W2m2ttb9O8sNV9aNLLT+pqn4vw2v+JyZfk6219499uiFDCDwpw5nsZLjE9XszvH4OzfCd1vfV8ENJD8lw6ep/W2SXSx3PbyX5q9bah1tr3x63/ciquuvUOmckeev4B5B598nwXdX51/dXk1SS46rqRRM/SPSqJQ/MrjPML2+t3dBa+0KGqwSeuIx1AdY9wRNg/12eics5xw/u/yq7Lh/cbf54//KJ5Y/L8IH69Ul+v5b/L0AOaL8Hoqoen+RPk/xIa+0TU7M/nmTyFzivTPI7U2cU79xamzybtFAYnmz7UoYP9/PuneGS3GsW28Z4luy+2f1y1Mn5k4Fgj2mhdfZHVZ2S4XuMP9dau2iJxVuGwJIMz9X3TJwZT4Yfidrb83tNa+36qW3udlno6ON76cPJGc44fqCqvpzhB3mOHS99PXGRdbZleO0tS1W9JMN3Rx/XWrtxicUnj8mDk/xFa+2qMayfl+GHlx6Q5NFjv68Y+/3LSZ5WVR8d113q/fLx7P4amr9fE+vcKcNZ1unjeWWSZ0+9xu/UWvtQa+2lbdcPE/38EmNNhrO5t2bh9wTAhid4AuxFVW2rqkOTbE2ytaoOnbj8768yfB/raeMyv5Hhu3nz39N8Q5JfqqrjqupeGb5/dt643RrvvzbDpXRXZ7hcsOt+98Eh4z7npy1V9UMZzsw9rbX29wus864Ml0vO+9MkP19VD6/BYTX8m5G7LLDuYt6U5PlVdVJVHZ7hUsa/GC9rXMzDMvxwy78sNHMqEOwxLbbRqto6Hu9tSbaMx+WgRZZ9UIbvIP5ia+0dC8z/8ao6fDyuj0vyjAwhNRm+N7kzyXOr6pCqes7Y/r7x9g1JnllVD6iqIzP8+NJ5U9t/ZJLjsvuv2SbDDzZdkeSF42vsURmC23uS/FOGM4oPGadnZQj4D0lyZVXdr6qeUFV3qqqDquoZGb67+rcT+z00yfwfUA4ZH8/Pe2GSf5fksdMhuaoeWMO/kNk6Ps+/n+EHlnaMi3w4yek1/J/WLVX1U0kOyvBd3nMzBMn5fr8qyf/O+J3fLP1+eX2Sp477PyjDpc8fHM+8zntqhjPoF08dz1eNx/KB4zjuWlWnZxFj3w8d+17ja+jgJGmtfTPDr+3+alXdpaqOz3C5+jsX2x7AhtLzl4tMJpNpo08ZvofZpqYXT8x/TJJPZbhM7pJM/JJnhjMmL89w+d1Xx/vzvy56VoYzLQePj++V5Lok399zv+P8v07yokXGe+IC+23j/i7OcLbxGxPTX0+se48kVyW500Tb4zOEhhsyhOu/THKXcd4XkjxmgX1vm2jbkiEoXDkenwuSHLnY8mP7K5M8t8Nr4WcWOC7nTcz/xsTz9/oM/3Zj8lhdPrHsBzJ8z/DGDGdmnz61r1OSfGR8fj+a5JSp+b+UIRTeOO7rkKn5r84iv9Sa4Ud1/i7Dv/b4ZJKnLrLcozPxq7YZLnu9NMMlqjeMz+tTp9bZ47UzNe+WqWPyonHeD2U443dzhl8v/l9JTp5Y99Dxeb16HPNHM/7K7yLv2Qum2hZ9v4zz/2OGoPu1JO/I+GvTE/Pfk+S3FtnfTyX5xNivK5O8bi+voUcvcIwumZh/RIYfUrpp3NZvZOK9azKZTBt5mv8ABAAHrKpemuTa1to5a7T/e2Y4A3dKG76vBwCsA4InAAAAXfmOJwAAAF0JngAAAHR1QMGzqh5fVZ+uqs9W1dkr1SmA9UStAzYDtQ7oab+/41lVW5P8c5LHZvgVww8n+cnW2icXW+ced9/aTjxh+OX5tsC/qVr4n7ktvdzEf5/ey3amH9c+L7vk/DY9vyaWWXx78237ut2lt7nAsm3v49lz3mJ92H3Z3drbYn0Z+rP7sgu3L7Xv/Zm/5zKVxV7+u47XAmNZ9C1Te3lx7q1tz34uumzLns/0XvZZS21zcnttz2VqWW1taGu72ioZDtTYXq2NjyemnXNpc3NJkpvyta+01o5eoLdrbn9q3cF1SDs0h61SD4GNYtZqnc91C29vvs3nuul1fK7b7J/rtk037IOHJflsa+1zSVJVf57ktAw/zb6gE084KH//nhOSJDvb3B3tc+PI5rKrbWfbvW3nxNGba233x1Pr7JzY5655U4/Hp2Xn+AKcm3ja5+fNjfPuWPaO9i1T7VsWbm+7TijPZcse7XMTJ5x3ti0LbH/LVB+37Lb+rv3WHn2Y78d0n+balon9T/endt1v02PbdUz2bNsysa1d+5ybOLY7J5edaJ/c7tzkulPz5m/b1Lq7tbVd67SJ5e9oa5W5+WI2Me+O99XYNrx/JtaZm7+fZH6Z+YPcKvMv5dbGAjVuI3c8XuD+fCdbUrvNG+bXuM2am2i7Y/nJdcfbuYll5qbbd21rcn7NLXS/3bFOzSW1c9f8mmtTbW24P9ey5fY2rD/XsuW2Nt7OpXbOpXa21C23pXa25NbbUt++Nbn99szdeFPmbr45SfJ/2lsW/H+L68Q+17pDc1geXqeuUveAjWLWap3PdT7X+VwXn+v24XPdgVxqe1yG/zE176qxbTdVdWZVXVZVl113/c7p2QDr3T7Xuttyy6p1DmCF+FwHdHUgwXPPc9ULnFRurZ3bWtveWtt+9FFbD2B3AGtin2vdQTlkFboFsKJ8rgO6OpDgeVWSEyYeH5/kSwfWHYB1R60DNgO1DujqQILnh5OcXFUnVdXBSZ6e5MKV6RbAuqHWAZuBWgd0td8/LtRau72qnpPkPUm2Jnlda+3yFesZwDqg1gGbgVoH9HYgv2qb1tq7krxrhfoCsC6pdcBmoNYBPR3IpbYAAACwJMETAACArgRPAAAAuhI8AQAA6ErwBAAAoCvBEwAAgK4ETwAAALoSPAEAAOhK8AQAAKArwRMAAICuBE8AAAC6EjwBAADoSvAEAACgK8ETAACArgRPAAAAuhI8AQAA6ErwBAAAoCvBEwAAgK4ETwAAALoSPAEAAOhK8AQAAKArwRMAAICuBE8AAAC6EjwBAADoSvAEAACgK8ETAACArgRPAAAAuhI8AQAA6ErwBAAAoCvBEwAAgK4ETwAAALoSPAEAAOhK8AQAAKArwRMAAICuBE8AAAC6EjwBAADoSvAEAACgK8ETAACArgRPAAAAuhI8AQAA6ErwBAAAoCvBEwAAgK4ETwAAALpaMnhW1QlVdXFV7aiqy6vqrLH97lX13qr6zHh7ZP/uAvSh1gGbgVoHrJXlnPG8PckLWmv3T/KIJL9QVQ9IcnaSi1prJye5aHwMsFGpdcBmoNYBa2LJ4Nlau7q19tHx/k1JdiQ5LslpSc4fFzs/yVM69RGgO7UO2AzUOmCt7NN3PKvqxCSnJLk0yTGttauToYglueci65xZVZdV1WXXXb/zALsL0N+B1rrbcsuq9RVgf/lcB6ymZQfPqjo8yVuTPK+1duNy12utndta295a2370UVv3p48Aq2Ylat1BOaRfBwFWgM91wGpbVvCsqoMyFKc3ttbeNjZfU1XHjvOPTXJtny4CrA61DtgM1DpgLSznV20ryWuT7Git/cHErAuTnDHePyPJ21e+ewCrQ60DNgO1Dlgr25axzKOS/FSST1TVP4xtL0rysiRvrqpnJrkiyeldegiwOtQ6YDNQ64A1sWTwbK19MEktMvvUle0OwNpQ64DNQK0D1so+/aotAAAA7CvBEwAAgK4ETwAAALoSPAEAAOhK8AQAAKArwRMAAICuBE8AAAC6EjwBAADoSvAEAACgK8ETAACArgRPAAAAuhI8AQAA6ErwBAAAoCvBEwAAgK4ETwAAALoSPAEAAOhK8AQAAKArwRMAAICuBE8AAAC6EjwBAADoSvAEAACgK8ETAACArgRPAAAAuhI8AQAA6ErwBAAAoCvBEwAAgK4ETwAAALoSPAEAAOhK8AQAAKArwRMAAICuBE8AAAC6EjwBAADoSvAEAACgK8ETAACArgRPAAAAuhI8AQAA6ErwBAAAoCvBEwAAgK4ETwAAALoSPAEAAOhK8AQAAKArwRMAAICuBE8AAAC6EjwBAADoatnBs6q2VtXHquqd4+O7V9V7q+oz4+2R/boJsDrUOmAzUOuA1bYvZzzPSrJj4vHZSS5qrZ2c5KLxMcBGp9YBm4FaB6yqZQXPqjo+yZOSvGai+bQk54/3z0/ylBXtGcAqU+uAzUCtA9bCcs94npPkV5PMTbQd01q7OknG23sutGJVnVlVl1XVZdddv/NA+grQ2zlZgVp3W27p3lGAA3BOfK4DVtmSwbOqnpzk2tbaR/ZnB621c1tr21tr248+auv+bAKgu5WsdQflkBXuHcDK8LkOWCvblrHMo5L8aFU9McmhSY6oqguSXFNVx7bWrq6qY5Nc27OjAJ2pdcBmoNYBa2LJM56ttRe21o5vrZ2Y5OlJ3tdae0aSC5OcMS52RpK3d+slQGdqHbAZqHXAWjmQ/+P5siSPrarPJHns+Bhg1qh1wGag1gFdLedS2zu01i5Jcsl4//okp658lwDWlloHbAZqHbCaDuSMJwAAACxJ8AQAAKArwRMAAICuBE8AAAC6EjwBAADoSvAEAACgK8ETAACArgRPAAAAuhI8AQAA6ErwBAAAoCvBEwAAgK4ETwAAALoSPAEAAOhK8AQAAKArwRMAAICuBE8AAAC6EjwBAADoSvAEAACgK8ETAACArgRPAAAAuhI8AQAA6ErwBAAAoCvBEwAAgK4ETwAAALoSPAEAAOhK8AQAAKArwRMAAICuBE8AAAC6EjwBAADoSvAEAACgK8ETAACArgRPAAAAuhI8AQAA6ErwBAAAoCvBEwAAgK4ETwAAALoSPAEAAOhK8AQAAKArwRMAAICuBE8AAAC6EjwBAADoSvAEAACgK8ETAACArpYVPKvqblX1lqr6VFXtqKrvq6q7V9V7q+oz4+2RvTsL0JNaB2wGah2wFpZ7xvMPk7y7tXa/JA9OsiPJ2Ukuaq2dnOSi8THARqbWAZuBWgesuiWDZ1UdkeQHkrw2SVprt7bWbkhyWpLzx8XOT/KUPl0E6E+tAzYDtQ5YK8s54/kdSa5L8vqq+lhVvaaqDktyTGvt6iQZb++50MpVdWZVXVZVl113/c4V6zjACluxWndbblm9XgPsG5/rgDWxnOC5LclDk/xJa+2UJDdnHy6/aK2d21rb3lrbfvRRW/ezmwDdrVitOyiH9OojwIHyuQ5YE8sJnlcluaq1dun4+C0ZCtY1VXVskoy31/bpIsCqUOuAzUCtA9bEksGztfblJFdW1XeNTacm+WSSC5OcMbadkeTtXXoIsArUOmAzUOuAtbJtmcv9YpI3VtXBST6X5GczhNY3V9Uzk1yR5PQ+XQRYNWodsBmodcCqW1bwbK39Q5LtC8w6dUV7A7CG1DpgM1DrgLWw3P/jCQAAAPtF8AQAAKArwRMAAICuBE8AAAC6EjwBAADoSvAEAACgK8ETAACArgRPAAAAuhI8AQAA6ErwBAAAoCvBEwAAgK4ETwAAALoSPAEAAOhK8AQAAKArwRMAAICuBE8AAAC6EjwBAADoSvAEAACgK8ETAACArgRPAAAAuhI8AQAA6ErwBAAAoCvBEwAAgK4ETwAAALoSPAEAAOhK8AQAAKArwRMAAICuBE8AAAC6EjwBAADoSvAEAACgK8ETAACArgRPAAAAuhI8AQAA6ErwBAAAoCvBEwAAgK4ETwAAALoSPAEAAOhK8AQAAKArwRMAAICuBE8AAAC6EjwBAADoSvAEAACgK8ETAACArgRPAAAAulpW8Kyq51fV5VX1T1X1pqo6tKruXlXvrarPjLdH9u4sQE9qHbAZqHXAWlgyeFbVcUmem2R7a+1BSbYmeXqSs5Nc1Fo7OclF42OADUmtAzYDtQ5YK8u91HZbkjtV1bYkd07ypSSnJTl/nH9+kqeseO8AVpdaB2wGah2w6pYMnq21LyZ5RZIrklyd5Outtb9Jckxr7epxmauT3HOh9avqzKq6rKouu+76nSvXc4AVtJK17rbcslrdBtgnPtcBa2U5l9oemeGvYCcluVeSw6rqGcvdQWvt3Nba9tba9qOP2rr/PQXoaCVr3UE5pFc3AQ6Iz3XAWlnOpbaPSfL51tp1rbXbkrwtySOTXFNVxybJeHttv24CdKfWAZuBWgesieUEzyuSPKKq7lxVleTUJDuSXJjkjHGZM5K8vU8XAVaFWgdsBmodsCa2LbVAa+3SqnpLko8muT3Jx5Kcm+TwJG+uqmdmKGKn9+woQE9qHbAZqHXAWlkyeCZJa+03k/zmVPMtGf5KBjAT1DpgM1DrgLWw3H+nAgAAAPtF8AQAAKArwRMAAICuBE8AAAC6EjwBAADoSvAEAACgK8ETAACArgRPAAAAuhI8AQAA6ErwBAAAoCvBEwAAgK4ETwAAALoSPAEAAOhK8AQAAKArwRMAAICuBE8AAAC6EjwBAADoSvAEAACgK8ETAACArgRPAAAAuhI8AQAA6ErwBAAAoCvBEwAAgK4ETwAAALoSPAEAAOhK8AQAAKArwRMAAICuBE8AAAC6EjwBAADoSvAEAACgK8ETAACArgRPAAAAuhI8AQAA6ErwBAAAoCvBEwAAgK4ETwAAALoSPAEAAOhK8AQAAKArwRMAAICuBE8AAAC6EjwBAADoSvAEAACgK8ETAACArgRPAAAAuhI8AQAA6Kpaa6u3s6rrktyc5CurttPVcY/M1phmbTzJ7I1p1sZzn9ba0WvdiZWi1m0YszaeZPbGNGvjUes2hll73SWzN6ZZG08yW2NasNatavBMkqq6rLW2fVV32tmsjWnWxpPM3phmbTyzaBafo1kb06yNJ5m9Mc3aeGbRLD5HxrT+zdp4ktkc0zSX2gIAANCV4AkAAEBXaxE8z12DffY2a2OatfEkszemWRvPLJrF52jWxjRr40lmb0yzNp5ZNIvPkTGtf7M2nmQ2x7SbVf+OJwAAAJuLS20BAADoSvAEAACgq1UNnlX1+Kr6dFV9tqrOXs19r4SqOqGqLq6qHVV1eVWdNbbfvareW1WfGW+PXOu+7ouq2lpVH6uqd46PN/p47lZVb6mqT43P1ffNwJieP77m/qmq3lRVh270Mc0ytW59UuvWP7VuY1Hr1q9Zqndq3exYteBZVVuTvDLJE5I8IMlPVtUDVmv/K+T2JC9ord0/ySOS/MI4hrOTXNRaOznJRePjjeSsJDsmHm/08fxhkne31u6X5MEZxrZhx1RVxyV5bpLtrbUHJdma5OnZwGOaZWrduqbWrWNq3cai1q17s1Tv1LoZsZpnPB+W5LOttc+11m5N8udJTlvF/R+w1trVrbWPjvdvyvDCPy7DOM4fFzs/yVPWpIP7oaqOT/KkJK+ZaN7I4zkiyQ8keW2StNZuba3dkA08ptG2JHeqqm1J7pzkS9n4Y5pVat06pNZtGGrdxqHWrVOzVO/UutmymsHzuCRXTjy+amzbkKrqxCSnJLk0yTGttauToYgluecadm1fnZPkV5PMTbRt5PF8R5Lrkrx+vMTkNVV1WDbwmFprX0zyiiRXJLk6yddba3+TDTymGafWrU/nRK1b19S6DUetW7/OyezUO7Vuhqxm8KwF2jbk/3KpqsOTvDXJ81prN651f/ZXVT05ybWttY+sdV9W0LYkD03yJ621U5LcnA1+qcJ4jf9pSU5Kcq8kh1XVM9a2V+yFWrfOqHUbg1q34ah169AM1ju1boasZvC8KskJE4+Pz3BaeUOpqoMyFKc3ttbeNjZfU1XHjvOPTXLtWvVvHz0qyY9W1RcyXCLzQ1V1QTbueJLhdXZVa+3S8fFbMhSsjTymxyT5fGvtutbabUneluSR2dhjmmVq3fqj1m0Mat3GotatT7NW79S6GbKawfPDSU6uqpOq6uAMX6K9cBX3f8CqqjJcY76jtfYHE7MuTHLGeP+MJG9f7b7tj9baC1trx7fWTszwfLyvtfaMbNDxJElr7ctJrqyq7xqbTk3yyWzgMWW4FOMRVXXn8TV4aobvoWzkMc0ytW6dUes2DLVuY1Hr1qFZq3dq3Wyp1lbvqoiqemKG6863Jnlda+13Vm3nK6Cq/nWSDyT5RHZdN/+iDN8HeHOSe2d4MZ3eWvvqmnRyP1XVo5P8cmvtyVV1VDbweKrqIRm+UH9wks8l+dkMf2TZyGN6SZJ/m+EX+D6W5FlJDs8GHtMsU+vWL7VufVPrNha1bn2blXqn1s2OVQ2eAAAAbD6reaktAAAAm5DgCQAAQFeCJwAAAF0JngAAAHQleAIAANCV4AkAAEBXgicAAABd/X/zzoNqJ8ia4AAAAABJRU5ErkJggg==\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, "metadata": { @@ -1716,33 +1825,865 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" + } + ], + "source": [ + "plot_all(harmonic_total)\n", + "plot_all(constant_total)" + ] + }, + { + "cell_type": "code", + "execution_count": 126, + "id": "cecb2f32-d736-4652-936b-53c277884a20", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "events = []\n", + "# for fname in glob.glob(\"../../../../solvers_and_timings/harmonic/solver.*.log\"):\n", + "# events.extend(read_events(fname))\n", + "# for fname in glob.glob(\"../../../../solvers_and_timings/harmonic_right/solver.*.log\"):\n", + "# events.extend(read_events(fname))\n", + "# for fname in glob.glob(\"../../../../solvers_and_timings/constant_diffusion/solver.*.log\"):\n", + "# events.extend(read_events(fname))\n", + "for fname in glob.glob(\"../../../../solvers_and_timings/arithmetic_diffusion/solver.*.log\"):\n", + " events.extend(read_events(fname))\n", + "\n", + "harmonic = events2df(events)\n", + "harmonic_total = extract_total_times(harmonic)" + ] + }, + { + "cell_type": "code", + "execution_count": 155, + "id": "386076b9-74e2-4fea-a330-a50b4e73a11b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(10.0, 1000000.0)" + ] + }, + "execution_count": 155, + "metadata": {}, + "output_type": "execute_result" }, { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAz0AAAJHCAYAAAC6pjhmAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOzdeVxN+f8H8Ne591a3nXbat7tGUm5KiWw1ZEv2pQlZxz74mvkyDIZJhmuZCRPTIEyWMNYxxk4SUbfurYhUov223+33x53bLxRjRhjfz/Px6PHQOZ/7+XzO55yr8z6f5VAqlQoEQRAEQRAEQRAfK9r7rgBBEARBEARBEERrIkEPQRAEQRAEQRAfNRL0EARBEARBEATxUSNBD0EQBEEQBEEQHzUS9BAEQRAEQRAE8VEjQQ9BEARBEARBEB81EvQQBEEQBEEQBPFRI0EPQRAEQRAEQRAftX9F0ENRlD5FUbcoihrwvutCEARBEARBEMS/y3sJeiiKiqUo6ilFUWkvbA+iKEpMUVQ2RVGLm+xaBODAu60lQRAEQRAEQRAfA0qlUr37QimqO4AqAHEqlcrtz210ABIAfQA8BnATwCgA7QGYAWACKFapVMffeYUJgiAIgiAIgvjXYryPQlUq1UWKohxe2CwAkK1Sqe4DAEVR+wAMAmAAQB8AD0AtRVEnVCqV8l3WlyAIgiAIgiCIf6/3EvS0wBpAXpPfHwPwVqlUMwGAoqhwqHt6mg14KIqKBBAJAPr6+p4cDqd1a0sQBEEQH4hbt24Vq1Qq8/ddD4IgiA/VhxT0UM1saxx7p1Kpdr3qwyqVahuAbQDg5eWlSk5OfquVIwiCIIgPFUVRD993HQiCID5kH9LqbY8B2Db53QZAwXuqC0EQBEEQBEEQH4kPKei5CcCVoihHiqK0AYwEcPRNMqAoKoSiqG0VFRWtUkGCIAiCIAiCIP593teS1fEArgFgUxT1mKKoiSqVSg5gJoDTADIAHFCpVOlvkq9KpTqmUqkijY2N336lCYIgCIIgCIL4V3pfq7eNamH7CQAn3nF1CIIgCOKjc+vWLQsGg7EDgBs+rJEdBEEQb5sSQJpcLp/k6en5tLkEH9JCBv8YRVEhAEJcXFzed1UIgiAI4r1iMBg7rKysuObm5mU0Gu3dv5SPIAjiHVEqldSzZ894T5482QFgYHNpPqonP2R4G0EQBEE0cjM3N68kAQ9BEB87Go2mMjc3r4C6Z7v5NO+wPgRBEARBvDs0EvAQBPG/4s//71qMbUjQQxAEQRBEq6iqqqK6dOnClsvl77sqH5x58+a1X7p0qeWL2z08PN7J29UPHDhg5ObmxnVycuI7OjryIyMjbTT7tm7dasJisXguLi58NpvNGzFihH1xcTEdAOLj4425XC6PzWbznJ2d+VFRUWYAkJqaqiMQCNgcDofn5OTEHzVqlP2ryj9+/Lhhz549W30+gp6engcAiMVibVdXV/7r6hAaGuqwc+fOtgAgEAjYDg4Obmw2m9e5c2dOamqqTmvX93WaXjdz5sxpf+TIEUMAWLFihYVUKm28rw8ICHDRnLPWEh8fbzx37tz2rVnG2/RRBT1kyWqCIAiC+HBs2rTJbODAgWUMxscxhVgmk7V6Gbdv385szfxlMhlu3rzJnD9/vt3PP//84P79++kSiSTdycmpHgASEhKMtmzZYnn69Oms7Ozs9PT0dJGPj09Vfn4+o76+npo9e7b98ePHs8RisSgtLU3Ut29fKQDMmDHDbtasWUWZmZmi+/fvp8+dO7fZyeStcTytKS4u7r5YLBaNHj26eO7cubYv7n+fAf2GDRsKBg8eLAWAmJgYy6qqqsb7+gsXLmSbmZkpWqtsmUyGESNGVJw6dapN02DrQ/avqORfReb0EARBEMSH48CBA6bDhw8vB9RP1QUCATsoKMjJ0dGRP3DgQEelUgkASExMNORyuTwWi8ULCwtzqK2tpV7MSywWazs6OvKHDh3qwGKxeEFBQU5SqZSWmJho2KdPH2dNusOHDxv17dvXWS6XIzQ01MHV1ZXPYrF4y5cvtwDUT+8jIiJsPTw8OK6urvzz58/rAcD58+f1PDw8OFwul+fh4dH4VF8oFJoGBwc7BQYGuvj7+7MePnyo5eXlxeZwODxXV1f+qVOnDADg0KFDRp06deLweDxucHCwU0VFxd+6x9L0TLyqvS5duqTXpUsXNp/P5/r5+bk+fPhQCwCio6PN3NzcuGw2m9evXz9nzc1oaGiow6RJk2y8vb1Z06dPt1m9erXV/PnzCz08POoAQEtLC4sXL34GAN988027NWvWPHZ0dJQBAIPBwJw5c0rc3d3ry8vLaXK5nLK0tJQDgK6ursrd3b0eAJ4+faplb2/foDkOgUBQCwA1NTXUsGHDHFgsFo/L5fKOHTtm2PR4FQoFrK2tOzTtlbCzs3PLy8tjFBQUMPr16+fs5ubGdXNz4545c0YfUPd2jBo1yr5bt26uQ4cOdfw77fymevXqVfXw4UMdQH2O5syZ075jx46cc+fOGWzdutWkQ4cOXA6Hwxs9erS9JhBKSEgw4vF4XDabzfPx8WEBQFFREb13797OLBaL5+7uzrlx44au5pjCwsIcBAIB28bGpsPKlSstNGUvWrTIysHBwc3X15eVlZXV2Nuk6ZVauXKlxdOnT7UCAgJY3t7eLACwtrbuUFhYyACAr776ytLV1ZXv6urKX7FihQWg/j45OTnxR44cae/i4sLv1q2ba1VVFQUA6enpOv7+/q58Pp/r6enJvn37NlNTXtPriEajwdfXV7p///5/xY33RxX0EARBEATRjIgIWwgE7Lf6ExHx0lPvpurq6qi8vDwdNpvdeCOckZGhu2XLlrzs7Oz0R48e6Zw9e9agpqaGmjJliuP+/ftzJBKJSC6XIyoqyry5PHNzc5lTp059JpFIRIaGhsqoqCjzkJAQaXZ2NrOgoIABALGxsabh4eHF165d0yssLNTKyspKl0gkohkzZpRo8qmpqaHdvn07UygUPoyMjHQEAHd397qkpKTMjIwM0bJly/IXLlzYONwrJSXFID4+/sH169clsbGxJr169arIzMwUZWRkpHt7e9cUFhYyVq9e3e7ixYsSkUiU0blz55qvv/76paFrb6q59qqvr6dmzZpll5iYmJOenp4xYcKE4gULFlgDwJgxY8rS0tIyxGKxiM1m1wqFQjNNXjk5OcwrV65Itm/f/lgsFut6e3vXNFdmdna2rq+vb7P7LC0tFX369Cm3s7PrGBIS4vj999+bKBTqzoQZM2YUffLJJ6zu3bu7Ll++3EITxKxdu9YCACQSiWjv3r33IyMjHWpqahqDWjqdjr59+5bv2bOnDQD8/vvv+jY2Ng22trbyKVOm2M6bN68oLS0t4/DhwzlTp0510Hzu7t27eqdPn84+duzYg3/YzH/JoUOHjDkcTi0A1NbW0tzc3Grv3r2baW5uLk9ISDBJTk7OzMzMFNFoNNUPP/xgWlBQwJg5c6bDoUOHcsRisejIkSM5ALBw4cL27u7uNRKJRPT111/nT5gwoTFoy87OZl64cEFy8+bNjHXr1rWvr6+nLl26pHf48GGTe/fuiY4fP56dmpqq/2Ldvvzyy6cWFhayCxcuSG7cuCFpuu/SpUt6e/fuNb1161ZGcnJyRlxcnPmVK1d0AeDRo0fMWbNmPc3Ozk43NjZWxMXFtQWASZMm2W/duvVRenp6RlRU1ONp06bZafJreh0BgJeXV/WlS5cMWqPN37aPo7+ZIAiCIIgPypMnTxiGhobPjf3p0KFDtbOzswwA+Hx+TU5OjraRkZHCxsamvmPHjvUAEB4eXrJlyxYLAC8Nj7Kysmro27dvNQCMGzeuRCgUWtBotKLhw4eXbN++3WTGjBklKSkpBocOHXpQXl5Oz8vL05kwYYJtSEhIxZAhQyo1+YwePboUAIKDg6uqqqpoxcXF9PLyctqIESMcc3NzmRRFqWQyWeONub+/f6WlpaUCALp27Vo9ZcoUB5lMRhs2bFiZr69vbXx8vGFOTg5TIBBwAEAmk1Genp5V/7QNm2svExMTeVZWlm5gYCALAJRKJczNzWUAcOvWLd2lS5daS6VSenV1NT0gIKBxvP/QoUPfeJhhUlKS7vjx4x2rq6tpS5cuzZ88eXLZ/v37HyYlJT09efKkoVAotPrtt9+MDh48mDt79uySQYMGVR45csTo2LFjbXbt2mUuEolEV69eNfjss8+eAoCHh0dd+/btG+7du8dsWs7o0aNLV6xY0X727Nkle/bsMQkNDS0FgCtXrhhlZWXpatJVVVXRy8rKaAAQFBRUbmBg8I8W6qAoqtnPN90+fvx4JyaTqbSxsan/4YcfHgHqQC08PLwMAE6dOmWYlpam5+7uzgWAuro6moWFhfyPP/7QFwgEUg6H0wCoA8Y/29Tw4MGD2QAwcOBAaWRkJKOkpIQOAH379i3X1dVV6erqyk1MTGSPHz9mnD9/3uCTTz4pNzQ0VGrSvMkx/vHHHwaffPJJuZGRkRIA+vfvX3b+/HnDsLCwcmtr63pfX99aAPDw8KjJzc3VqaiooN2+fdsgLCyssfe0oaGh8bvw4nVkZWUlf/Lkifab1Ol9+aiCHvKeHoIgCIJoRmxs3rsuUl9fX9nQ0PDciBIdHZ3Gm0k6nQ65XE6pVM3ft2ZnZ2sNGDDAFQAiIiKeDRo0qIKinh/1pvl92rRpJf3793dhMpmqkJCQMi0tLZibmyvS0tJEhw8fNtq6davF/v37TX755Zfcpp9rms+iRYusAwICpGfPns0Ri8XagYGBbM1+PT09pebfwcHBVRcvXhQfPHjQODw83HHWrFlFJiYmcj8/v8q33evQQntRLi4utXfu3Hlp7k9kZKRjQkJCto+PT61QKDS9cOFC41AyAwODxmNgsVh1N27c0PPx8al9MQ8XF5faq1ev6oWEhEgFAkFtZmamaPz48Xa1tbWN51IgENQKBILayMjIUhcXlw4AcgHAwcFBNmfOnJI5c+aUuLq68pOTk3VbOr9N9erVq3rixIk6BQUFjFOnTrVZtWpVAQCoVCokJydnNBfc6OvrK1/O6c1YWFjIKyoqnrsXLisrY5ibmzcG63Fxcfe7d+/+XM+Xtra2UnPjr1KpqLCwsJItW7bkN02zZ88e4xevsz/Tv7RNE2Q1d77/3P83jq7l8jS0tbWblqeqra2lKRQKGBoayjMzM0XNfabpdQQAtbW1FJPJ/Mfn4l34qIa3kTk9BEEQBPFhMDc3VygUCqrpUKbmdOrUqS4/P187LS1NBwDi4uJM/f39pS4uLrLMzExRZmamaOHChc8AoLCwUPu3337TB4C9e/ea+Pr6VgHqm21LS0tZdHR0u8mTJxf/mZahUCgQHh5evnLlyvx79+7pacqMj49vCwCnT582MDQ0VJiamioqKyvpNjY2DQAQExNjhhZIJBJta2tr2fz584vHjh1bnJKSotejR4/q5ORkA80xSKVS2t27d3UAYMaMGdZxcXFt/nZDvqBjx451paWlDE071NfXU8nJyUxAPWzPzs5OVl9fT+3bt8+kpTz+85//PFm/fn07TR0VCgW++uorSwBYuHDhk8WLF9vk5ORoadLX1dVRAFBRUUE7fvx4YyB148YN3fbt2zcA6vkr9fX1FAA8evSIUV5eTre3t2/w8/Or2r17twkA3L17V6ewsFC7Y8eOdU3rQ6PREBwcXD59+nRbFxeXWisrKwUA+Pn5VWqGxwHA1atXddGMBw8eaGnmzLwJNze3+qKiIq2UlBQmoD63mZmZul27dn0pGGxJUFBQ5fHjx9vm5+czAPWcHYlEot2zZ8/qGzduGGZmZmprtgNA165dpTt37jQF1PO22rZtKzcxMWkxaAgMDKz69ddf21RVVVFlZWW0s2fPtmkunb6+vqK5eWSBgYFVJ06caCOVSmmVlZW0EydOtO3Zs6e0pfJMTEyUNjY2DbGxsW0BdU/itWvXmm13ABCLxUw+n/+X2+t9+qh6egiCIAiC+HB079694syZMwaaFaaao6enp/rhhx9yw8LCnBUKBdzd3WsWLFjwrLm0Tk5OdbGxsabTp0+3d3R0rG+abuTIkSVbtmxheHp61gFAbm6u1sSJEx2USiUFACtWrHisSdu2bVuFh4cHp6qqir5t27YHALBo0aInkyZNchQKhVb+/v6VL5atcfr0aUOhUGjFYDBUenp6ij179jxo3769PCYmJnfkyJFOmqFAy5Yty+/YsWO9SCTSHTJkSHlzeX333XftYmJiGuf+FBUV3W2pXA0mk6nat29fzqxZs+ykUildoVBQ06ZNK/Ly8qpbvHhxgUAg4FpbWzdwudyaqqqqZpcs9vb2rl27dm3eqFGjnGpra2kURaF3794VADBixIiKp0+fMoKDg10VCgVlZGSk4HA4tYMGDapUKpWIioqynDlzpj2TyVTq6ekpf/zxxwcAcOrUKaMFCxbY6ejoKAFg+fLlj+3s7OQLFy58Om7cOHsWi8Wj0+mIiYnJ1dXVfan7YcyYMaUBAQFcoVCYq9m2bdu2vEmTJtmxWCyeQqGgvL29pb6+vo9e/GxeXp4WnU5/bZfSgwcPdCwtLTtqfv/mm2/ydu7cef/TTz91qK+vpzEYDNWWLVsempqa/uVVzzw9Peu+/PLL/F69erGUSiW0tLRUQqHwUa9evaqFQmHukCFDXJRKJUxNTWVXr17NWrt2bcHo0aMdWCwWT1dXV7lr165X9g76+fnVDBkypNTNzY1vbW1dLxAImh02OWHChOLg4GBXCwsLWdN5PX5+fjWjR48u6dy5MxcAxo0b96xbt261YrG4xSFp8fHx9ydPnmy/du3adnK5nBoyZEhpc72CAHDx4kXDtWvX5je370PTYrfyv5mXl5cqOTn5fVeDIAiCIN4JiqJuqVQqr6bbUlNTc93d3YvfV50A4MqVK7pRUVFWR44c+cfDvsRisfaAAQNcs7Ky0pvbP378eDsPD4+auXPnvvKYBQIBe926dXkvDllqLX5+fq6XL1/Oehdl/a9avXq1ub29fcOYMWPIO0veoby8PMbw4cOdrl27Jnl96ncjNTXVzN3d3aG5faSnhyAIgiCIVtGtW7famzdvVsrlcrTmu3r4fD5XV1dXGRMT887nLr0OCXha35IlS5rtGSRa1/3797Wjo6M/uO9cSz6qnp4mCxlMzsoi/8cQBEEQ/xs+1J4egiCId+lVPT1kIQOCIAiCIAiCID5qH1XQQxAEQRAEQRAE8SIS9BAEQRAEQRAE8VEjQQ9BEARBEARBEB81EvQQBEEQBNEqqqqqqC5durDlcvnrE/+PmTdvXvulS5davrjdw8OD8y7KP3DggJGbmxvXycmJ7+joyI+MjLTR7Nu6dasJi8Xiubi48NlsNm/EiBH2xcXFdACIj4835nK5PDabzXN2duZHRUWZAUBqaqqOQCBgczgcnpOTE3/UqFH2ryr/+PHjhj179nRp3aME9PT0PN5mfqGhoQ47d+5s++L2ixcv6oWHh9sCgFAoNG3btq07h8PhOTs786Ojo1t82e27IhaLtV1dXfnA83U9fvy44dmzZ/U16b799lvzzZs3m7ZmXerq6igvLy+2TCZrzWJeQpasJgiCIAiiVWzatMls4MCBZa25XPW7JJPJoKWl1apl3L59O7M185fJZLhz5w5z/vz5dkePHs328PCok8lkiI6ONgeAhIQEoy1btliePn06y9HRUSaXy7F582bT/Px8hqGhoXL27Nn2165dy3B2dpbV1tZSEolEGwBmzJhhN2vWrKKxY8eWA0BSUpJuax5H0+Np7XPyV3Tv3r2m6bufQkJCyuLi4h7l5+cz3Nzc+MOHDy+3tbVtjP7fZ72b1vX33383NDAwUPTp06caABYuXNiqy3/L5XIwmUxVQEBA5Y4dO0ymTZtW2prlNfVR9fRQFBVCUdS2igrybiqCIAiCeN8OHDhgOnz48HJA/URZIBCwg4KCnBwdHfkDBw50VCqVAIDExERDLpfLY7FYvLCwMIfa2lrqxbzEYrG2o6Mjf+jQoQ4sFosXFBTkJJVKaYmJiYZ9+vRx1qQ7fPiwUd++fZ3lcjlCQ0MdXF1d+SwWi7d8+XILQP1y0oiICFsPDw+Oq6sr//z583oAcP78eT0PDw8Ol8vleXh4cFJTU3UA9VP74OBgp8DAQBd/f3/Ww4cPtby8vNgcDofn6urKP3XqlAEAHDp0yKhTp04cHo/HDQ4OdqqoqPhb91ianolXtdelS5f0unTpwubz+Vw/Pz/Xhw8fagFAdHS0mZubG5fNZvP69evnLJVKaYC6d2LSpEk23t7erOnTp9usXr3aav78+YUeHh51AKClpYXFixc/A4Bvvvmm3Zo1ax47OjrKAIDBYGDOnDkl7u7u9eXl5TS5XE5ZWlrKAUBXV1fl7u5eDwBPnz7Vsre3b9Ach0AgqAWAmpoaatiwYQ4sFovH5XJ5x44dM2x6vAqFAtbW1h00PUkAYGdn55aXl8coKChg9OvXz9nNzY3r5ubGPXPmjD6g7iUbNWqUfbdu3VyHDh3q+FfataKigubj48Pi8XhcFovF2717dxvNvs2bN5uyWCwem83mDR482BEAJBKJto+PD4vFYvF8fHxYWVlZ2pr0Z8+eNfT09GQ7ODi4xcfHG2vOV3M9V9bW1nI7O7v67Oxs7RfPQ3p6uo6/v78rn8/nenp6sm/fvs0E1C/97NOnjzObzeax2Wyepifmq6++snR1deW7urryV6xYYQGovxdOTk78kSNH2ru4uPC7devmWlVVRWmuEzabzevUqRNn/fr1Fpo6aeoqFou14+LizH/44QdLDofDO3XqlEHTHsirV6/quru7c1gsFq9Pnz7Oz549o/95btnTpk2z7tChA9fBwcFN8x2Qy+WYMmWKjZubG5fFYvE0vYDHjx839Pb2ZoWEhDiy2Ww+AAwbNqx83759Jn/l3L0tH1XQQ5asJgiCIIhmRETYQiBgv9WfiAjbVxVZV1dH5eXl6bDZ7MYb4YyMDN0tW7bkZWdnpz969Ejn7NmzBjU1NdSUKVMc9+/fnyORSERyuRxRUVHmzeWZm5vLnDp16jOJRCIyNDRURkVFmYeEhEizs7OZBQUFDACIjY01DQ8PL7527ZpeYWGhVlZWVrpEIhHNmDGjRJNPTU0N7fbt25lCofBhZGSkIwC4u7vXJSUlZWZkZIiWLVuWv3DhwsbhXikpKQbx8fEPrl+/LomNjTXp1atXRWZmpigjIyPd29u7prCwkLF69ep2Fy9elIhEoozOnTvXfP311y8NXXtTzbVXfX09NWvWLLvExMSc9PT0jAkTJhQvWLDAGgDGjBlTlpaWliEWi0VsNrtWKBQ2DqvKyclhXrlyRbJ9+/bHYrFY19vbu6a5MrOzs3V9fX2b3Wdpaano06dPuZ2dXceQkBDH77//3kShUAAAZsyYUfTJJ5+wunfv7rp8+XILTRCzdu1aCwCQSCSivXv33o+MjHSoqalpDGrpdDr69u1bvmfPnjYA8Pvvv+vb2Ng02NrayqdMmWI7b968orS0tIzDhw/nTJ061UHzubt37+qdPn06+9ixYw/+Slvq6ekpf/3112yRSJRx4cIFyZIlS2yUSiWSk5OZ69ata3fhwgWJWCwWxcTEPAKAqVOn2o0ePbpEIpGIRowYUTJt2rTG6z0vL08nKSlJfOzYsaw5c+bYNz2eF4lEIu28vDwdHo9X/+J5mDRpkv3WrVsfpaenZ0RFRT2eNm2anaZsf39/qVgsFqWnp4s6d+5cd+nSJb29e/ea3rp1KyM5OTkjLi7O/MqVK7oA8OjRI+asWbOeZmdnpxsbGyvi4uLaAsDEiRMd1q9f/+jOnTvN9h6y2eyG8ePHP5s6dWpRZmamKCgoqKrp/vDwcMfVq1c/lkgkIj6fX7to0aL2mn1yuZy6d+9extq1a/NWrFjRHgA2bNhgZmxsrEhLS8tITU3N+Omnn8wzMzO1/zxf+lFRUfk5OTnpANClS5fau3fv6uMd+jj6mwmCIAjif1CtrBZ77+1939Vo1pMnTxiGhobPTebp0KFDtbOzswwA+Hx+TU5OjraRkZHCxsamvmPHjvUAEB4eXrJlyxYLAE9fzNPKyqqhb9++1QAwbty4EqFQaEGj0YqGDx9esn37dpMZM2aUpKSkGBw6dOhBeXk5PS8vT2fChAm2ISEhFUOGDKnU5DN69OhSAAgODq6qqqqiFRcX08vLy2kjRoxwzM3NZVIUpZLJZI03sv7+/pWWlpYKAOjatWv1lClTHGQyGW3YsGFlvr6+tfHx8YY5OTlMgUDAAQCZTEZ5enpW4R9qrr1MTEzkWVlZuoGBgSwAUCqVMDc3lwHArVu3dJcuXWotlUrp1dXV9ICAgMahL0OHDn3jYYZJSUm648ePd6yurqYtXbo0f/LkyWX79+9/mJSU9PTkyZOGQqHQ6rfffjM6ePBg7uzZs0sGDRpUeeTIEaNjx4612bVrl7lIJBJdvXrV4LPPPnsKAB4eHnXt27dvuHfvHrNpOaNHjy5dsWJF+9mzZ5fs2bPHJDQ0tBQArly5YpSVldU4TK6qqopeVlZGA4CgoKByAwMD1V89FqVSSc2ZM8fm+vXrBjQaDU+fPtV+/Pgx4/Tp00YhISFl7dq1kwPqwA4Abt++rX/y5MkcAJg2bVrp8uXLG4Pg0NDQUjqdjg4dOtTb2trW37lzh/lieceOHWvL4XAMtLW1lRs2bHioyVdzHioqKmi3b982CAsLa+ylbGhooADg6tWrhgkJCQ8AdU+bqamp4o8//jD45JNPyo2MjJQA0L9//7Lz588bhoWFlVtbW9f7+vrW/tnGNbm5uTolJSV0qVRK79+/fxUARERElPz+++9/uVfgxc9Pnjy5JCwszEmzPywsrAwAfH19qz///HNtAPjtt9+MMjMz9Y4ePdoWAKRSKV0kEjG1tbVVHTt2rOZwOI0PQBgMBrS0tFRlZWW0tm3bKv9qvf4JEvQQBEEQxL9MXkUett7cim0p21Ba+xeGxMfG5rV+rZ6nr6+vbGhoeG5EiY6OTuNNKp1Oh1wup1Sq5u9bs7OztQYMGOAKABEREc8GDRpUQVHPP1DX/D5t2rSS/v37uzCZTFVISEiZlpYWzM3NFWlpaaLDhw8bbd261WL//v0mv/zyS27TzzXNZ9GiRdYBAQHSs2fP5ojFYu3AwEC2Zr+enl7jTVlwcHDVxYsXxQcPHjQODw93nDVrVpGJiYncz8+v8q/2OvxVLbQX5eLiUtvc0/vIyEjHhISEbB8fn1qhUGh64cKFxqFkBgYGjcfAYrHqbty4oefj41P7Yh4uLi61V69e1QsJCZEKBILazMxM0fjx4+1qa2sbz6VAIKgVCAS1kZGRpS4uLh0A5AKAg4ODbM6cOSVz5swpcXV15ScnJ+u2dH6b6tWrV/XEiRN1CgoKGKdOnWqzatWqAgBQqVRITk7OaC640dfXf6Mb5ZiYGJOSkhLGvXv3MnR0dFTW1tYdamtraSqVChRF/eXgCWj++nmRZk7Pi9s150GhUMDQ0FCemZkp+itlvqodtbW1m14nqibH9Vey/luYTKYKUAcvCoWC+rOOVHR09KPQ0NDKpmmPHz9u2PQ7pCGTySg9Pb03avt/4qMa3kYQBEEQHyuVSoUrj65g+C/D4bjREd9e/RY9HHrgjwl/vO+qNcvc3FyhUCioVw39AYBOnTrV5efna6elpekAQFxcnKm/v7/UxcVFlpmZKcrMzBRpJlcXFhZq//bbb/oAsHfvXhNfX98qQH2zbWlpKYuOjm43efLk4j/TMhQKBcLDw8tXrlyZf+/ePT1NmfHx8W0B4PTp0waGhoYKU1NTRWVlJd3GxqYBAGJiYlpcbUsikWhbW1vL5s+fXzx27NjilJQUvR49elQnJycbaI5BKpXS7t69qwMAM2bMsI6Li2vztxvyBR07dqwrLS1laNqhvr6eSk5OZgLqYXt2dnay+vp66lXzJf7zn/88Wb9+fTtNHRUKBb766itLAFi4cOGTxYsX2+Tk5DTOsq+rq6MA9byY48ePNwZSN27c0G3fvn0DoF4Aob6+ngKAR48eMcrLy+n29vYNfn5+Vbt37zYBgLt37+oUFhZqd+zYsa5pfWg0GoKDg8unT59u6+LiUmtlZaUAAD8/v0rN8DhAPcekueN58OCBlo+PD+tV7VZRUUE3MzOT6ejoqI4dO2ZYUFCgDQBBQUGVR48eNXny5AkdAIqKiugA4OHhUb1jx462gDpg8vLyauy5O3ToUFuFQoH09HSdvLw8HXd397rmynwVExMTpY2NTUNsbGxbQN1jd+3aNV0A6Natm1QzxFMul6O0tJQWGBhYdeLEiTZSqZRWWVlJO3HiRNuePXtKW8rfzMxMYWBgoDh9+rQBAOzatavZ68HQ0FAhlUrpL243NTVVGBkZKTTzdX788UdTHx+fV/Ze9unTp+L7778311wHd+/e1amsrGw21njy5Am9bdu28qaBfWsjPT0EQRAE8QGrl9djf/p+bLyxESmFKWjDbIN5PvMwvct0OLRxeN/Ve6Xu3btXnDlzxmDw4MEt3pzp6empfvjhh9ywsDBnhUIBd3f3mgULFjS7gpSTk1NdbGys6fTp0+0dHR3rm6YbOXJkyZYtWxienp51AJCbm6s1ceJEB6VSSQHAihUrHmvStm3bVuHh4cGpqqqib9u27QEALFq06MmkSZMchUKhlb+/f+WLZWucPn3aUCgUWjEYDJWenp5iz549D9q3by+PiYnJHTlypJNmiNKyZcvyO3bsWC8SiXSHDBlS3lxe3333XbuYmJjGuT9FRUV3WypXg8lkqvbt25cza9YsO6lUSlcoFNS0adOKvLy86hYvXlwgEAi41tbWDVwut6aqquqlm1kA8Pb2rl27dm3eqFGjnGpra2kURaF3794VADBixIiKp0+fMoKDg10VCgVlZGSk4HA4tYMGDapUKpWIioqynDlzpj2TyVTq6ekpf/zxxwcAcOrUKaMFCxbY6ejoKAFg+fLlj+3s7OQLFy58Om7cOHsWi8Wj0+mIiYnJ1dXVfelGd8yYMaUBAQFcoVCYq9m2bdu2vEmTJtmxWCyeQqGgvL29pb6+vi/1nuTl5WnR6fSX8pTJZI29IJMmTSoNDg52cXNz4/L5/BpHR8c6APDy8qqbP39+ob+/P4dGo6nc3NxqDh48mPv9998/mjBhgsPGjRutTE1N5XFxcY31cnFxqRcIBOySkhKtDRs2PPy7vRXx8fH3J0+ebL927dp2crmcGjJkSKmPj0/t999//yg8PNyexWKZ0Wg0bN68+WHv3r2rR48eXdK5c2cuAIwbN+5Zt27dasVisXZL+f/444+5kyZNctDV1VUGBgY2e02HhoaWDxs2zPnkyZNtNmzY8Fzb7ty588G0adPsZ82aRbOzs6uPj4/PbS4Pjblz5xbn5ubqdOjQgatSqSgTExPZiRMncppLe/LkSaNevXq905XHWuxW/jfz8vJSJScnv+9qEARBEMTfVigtxA/JP+CHWz/gafVT8Mx5mCWYhbEdx0Jf+/n5vxRF3VKpVF5Nt6Wmpua6u7sXv9NKv+DKlSu6UVFRVkeOHPnHw77EYrH2gAEDXLOystKb2z9+/Hg7Dw+Pmrlz577ymAUCAXvdunV5TZcXbk1+fn6uly9fznoXZf2vWr16tbm9vX3DmDFjnruJvnbtmm5kZKTDvXv3Mt5X3Yjm9e3b1zkqKuqxZvW/tyU1NdXM3d3dobl9pKeHIAiCID4gSflJEN4Q4kD6AciVcvRn9cds79no5dirVcfot4Zu3brV3rx5s1Iul6M139XD5/O5urq6ypiYmHc+d+l1SMDT+pYsWfJSz+C3335rHhMTYxEVFfXBXRP/6+rq6qiBAweWv+2A53U+qp4eiqJCAIS4uLhMzsoi/8cQBEEQ/w4yhQwJogQIk4S4/vg6DLUNEeERgZmCmXAxef1L6z/Unh6CIIh36X+mp0elUh0DcMzLy2vy+64LQRAEQbzO0+qn2HZrG75P/h4F0gK4mrhCGCREeKdwGOoYvj4DgiAI4i/5qIIegiAIgvg3uF14G8IkIeLvxaNeUY9+zv2wPWQ7glyCQKPIwqoEQRBvGwl6CIIgCOIdkCvlOJJ5BMIbQlx6dAn6WvqY6DERMwUzwTXnvu/qEQRBfNRI0EMQBEG0HpUK+JdNvn/bSmtLsf3Wdmy5uQV5lXlwaOOA6L7RiPCIQBtmm39egFz+z/MgCIL4yJE+dIIgCKJ1KJVAt27Ajh3vuybvRdrTNEQei4TNehssPrcYLiYuODLiCLI/y8Y8n3lvJ+BpaMD+bsJ/nk8rqaqqorp06cKWk8DsJfPmzWu/dOlSyxe3e3h4cN5F+QcOHDByc3PjOjk58R0dHfmRkZE2mn1bt241YbFYPBcXFz6bzeaNGDHCvri4mA4A8fHxxlwul8dms3nOzs78qKgoMwBITU3VEQgEbA6Hw3NycuKPGjXK/lXlHz9+3LBnz56vX6WDAACEhoY67Ny5sy0AjBgxwv7WrVtMAFi8eLFV03Stff2IxWJtV1dXPgAkJSXphoaGOrRmeW8T6ekhCIIgWsfRo8C1a8Ds2e+7Ju+MQqnAr1m/YuONjfj9we9gMpgY13EcPhN8hg6WHd5uYfX1uNH7C0xIWglg/tvN+y3ZtGmT2cCBA8tac7nqd0kmk0FLS6tVy7h9+3Zma+Yvk8lw584d5vz58+2OHj2a7eHhUSeTyRAdHW0OAAkJCUZbtmyxPH36dJajo6NMLpdj8+bNpvn5+QxDQ0Pl7Nmz7a9du5bh7Owsq62tpSQSiTYAzJgxw27WrFlFY8eOLQfUN8SteRxNj6e1z8mLlEolVCoV6PRm3/3a6vbv3/9Q82+hUNhuzZo1TzS/t/b105RAIKgtLCzUzsrK0nZ1dW14V+X+XaSnhyAIgmgdUVGAgwMQGvq+a9LqyuvK8d2178DazMKgfYOQVZKFNb3W4PHcx9gWsu3tBzy1tXjUbzIGXV4Aa7N3+qqLN3LgwAHT4cOHlwPqJ/sCgYAdFBTk5OjoyB84cKCjUqkEACQmJhpyuVwei8XihYWFOdTW1r40JlIsFms7Ojryhw4d6sBisXhBQUFOUqmUlpiYaNinTx9nTbrDhw8b9e3b11kulyM0NNTB1dWVz2KxeMuXL7cA1C8njYiIsPXw8OC4urryz58/rwcA58+f1/Pw8OBwuVyeh4cHJzU1VQcAhEKhaXBwsFNgYKCLv78/6+HDh1peXl5sDofDc3V15Z86dcoAAA4dOmTUqVMnDo/H4wYHBztVVFT8rXssPT09j9e116VLl/S6dOnC5vP5XD8/P9eHDx9qAUB0dLSZm5sbl81m8/r16+cslUppgLqXYNKkSTbe3t6s6dOn26xevdpq/vz5hR4eHnUAoKWlhcWLFz8DgG+++abdmjVrHjs6OsoAgMFgYM6cOSXu7u715eXlNLlcTllaWsoBQFdXV6V518rTp0+17O3tG298BQJBLQDU1NRQw4YNc2CxWDwul8s7duzYc8sSKhQKWFtbd9D0JAGAnZ2dW15eHqOgoIDRr18/Zzc3N66bmxv3zJkz+oC6l2zUqFH23bp1cx06dKhjS23ZtFcCAJYuXWo5b9689n/Wjz1t2jTrDh06cB0cHNw051EoFJr26tXL2d/f39XBwcFt/vz57TR5OTk58ceOHWvH5/N5OTk52v/9738t3dzcuCwWizd37tz2mnI2b95symKxeGw2mzd48GBHAJBIJNo+Pj4sFovF8/HxYWVlZWlrzk14eLith4cHx8bGpoOmN0epVGL8+PF2zs7O/B49ergUFxc3PjkQCATsixcv6k2fPt26vr6exuFweAMHDnRsev0olUpMmTLFRnP9b9++ve3fva4uXbqkx2azeZ06deKsX7/eomkbBwcHl//0009tWzoHHxIS9BAEQRBv39Wr6p9584CP5Cl/c8TFYsw8MRM2620w78w8tDdsj1/CfsH92fexyG8RTPVM336h1dWQBg9HyIX5qNNti4uJJ1//mYgIWwgE7Lf6ExFh+6oi6+rqqLy8PB02m914I5yRkaG7ZcuWvOzs7PRHjx7pnD171qCmpoaaMmWK4/79+3MkEolILpcjKirKvLk8c3NzmVOnTn0mkUhEhoaGyqioKPOQkBBpdnY2s6CggAEAsbGxpuHh4cXXrl3TKyws1MrKykqXSCSiGTNmlGjyqampod2+fTtTKBQ+jIyMdAQAd3f3uqSkpMyMjAzRsmXL8hcuXNg43CslJcUgPj7+wfXr1yWxsbEmvXr1qsjMzBRlZGSke3t71xQWFjJWr17d7uLFixKRSJTRuXPnmq+//vqloWtvqrn2qq+vp2bNmmWXmJiYk56enjFhwoTiBQsWWAPAmDFjytLS0jLEYrGIzWbXCoVCM01eOTk5zCtXrki2b9/+WCwW63p7e9c0V2Z2draur69vs/ssLS0Vffr0Kbezs+sYEhLi+P3335soFAoAwIwZM4o++eQTVvfu3V2XL19uoQli1q5dawEAEolEtHfv3vuRkZEONTU1jUEtnU5H3759y/fs2dMGAH7//Xd9GxubBltbW/mUKVNs582bV5SWlpZx+PDhnKlTpzpoPnf37l2906dPZx87duzB321fuVxO3bt3L2Pt2rV5K1asaAxa7t69q//LL7/cT0tLSz969KjJxYsX9QD19ffpp5+WZGRkiNLS0pjZ2dnMu3fvZmRkZIju3Lmjd/LkSYPk5GTmunXr2l24cEEiFotFMTExjwBg6tSpdqNHjy6RSCSiESNGlEybNq3x+1NUVKSVnJycmZiYmLVs2TJrAPj555/bZGdn64jF4vRdu3Y9TElJMXix/lu3bs3X0dFRZmZmio4ePfpcO8TFxbW5d++ebkZGRvq5c+ckS5cutdEEMW96XU2cONFh/fr1j+7cufNSL5K3t3f11atX/xXr63+8f4kIgiCI9ycqCjAxASIi3ndN3jqlSonT2achTBLiVPYpaNO1McptFGZ5z0Lndp1bt3CpFIr+AzH60nyk09wg2rse1rkLW7fMv+nJkycMQ0PD5ybzdOjQodrZ2VkGAHw+vyYnJ0fbyMhIYWNjU9+xY8d6AAgPDy/ZsmWLBYCnL+ZpZWXV0Ldv32oAGDduXIlQKLSg0WhFw4cPL9m+fbvJjBkzSlJSUgwOHTr0oLy8nJ6Xl6czYcIE25CQkIohQ4ZUavIZPXp0KQAEBwdXVVVV0YqLi+nl5eW0ESNGOObm5jIpilLJZLLGG3N/f/9KS0tLBQB07dq1esqUKQ4ymYw2bNiwMl9f39r4+HjDnJwcpkAg4ACATCajPD09q/5pGzbXXiYmJvKsrCzdwMBAFqB+om9ubi4DgFu3bukuXbrUWiqV0qurq+kBAQEVmryGDh36xsMMk5KSdMePH+9YXV1NW7p0af7kyZPL9u/f/zApKenpyZMnDYVCodVvv/1mdPDgwdzZs2eXDBo0qPLIkSNGx44da7Nr1y5zkUgkunr1qsFnn332FAA8PDzq2rdv33Dv3j1m03JGjx5dumLFivazZ88u2bNnj0loaGgpAFy5csUoKyurcZhcVVUVvaysjAYAQUFB5QYGBqq/1bB/CgsLKwMAX1/f6s8//1xbs93Pz6/SyspKAQD9+/cv++OPPwxGjBhR3q5du4ZevXpVA8CpU6eMLl68aMTj8XiAOpDOzMxkpqSk0EJCQsratWsnB9SBIgDcvn1b/+TJkzkAMG3atNLly5c3BtUDBw4sp9Pp8PT0rCspKdECgAsXLhgOHz68lMFgwMHBQebj4yN9k2O7dOlS4+dtbW3l3t7eVZcvX9YzNjZWvsl1VVJSQpdKpfT+/ftXAUBERETJ77//bqwpp127dvKioqJ3O77wbyJBD0EQBPF2SSRAYiLwxReAvv77rs1bI62X4qfUn7ApaRMkJRJYGVhhRY8VmOI1BRb6Fq/P4J+qqACCg7HwehhOUMG4s2M2WDVbgGQGgNcsFBAbm9f6FXyevr6+sqGh4bkRJTo6Oo03qXQ6HXK5nFKpmr9vzc7O1howYIArAERERDwbNGhQBfXCSoCa36dNm1bSv39/FyaTqQoJCSnT0tKCubm5Ii0tTXT48GGjrVu3Wuzfv9/kl19+yW36uab5LFq0yDogIEB69uzZHLFYrB0YGMjW7NfT01Nq/h0cHFx18eJF8cGDB43Dw8MdZ82aVWRiYiL38/Or/Ce9Ds1pob0oFxeX2uaeukdGRjomJCRk+/j41AqFQtMLFy40PoE3MDBoPAYWi1V348YNPR8fn9oX83Bxcam9evWqXkhIiFQgENRmZmaKxo8fb1dbW9t4LgUCQa1AIKiNjIwsdXFx6QAgFwAcHBxkc+bMKZkzZ06Jq6srPzk5Wbel89tUr169qidOnKhTUFDAOHXqVJtVq1YVAIBKpUJycnJGc8GNvr6+8uWcnsdgMFSaoVsAUFdX99z1yGQyVX+mg0KhaLwoWrrOml4HKpUKc+bMKfz888+Lm6ZduXKlBUVRbxSMaeqhybeleryJV7X7m1xXxcXF9FfVo7a2lsZkMl97Lj4EH9XwNoqiQiiK2lZRUfH6xARBEETriI4GtLWBmTPfd03eipzSHMw9NRc239ngs5OfoQ2zDfYM3YOHcx7ivwH/fTcBT2kp0Ls3tiW543utKbi9cSg66GwBfgVw3av1y/8bzM3NFQqFgmo6lKk5nTp1qsvPz9dOS0vTAYC4uDhTf39/qYuLiywzM1OUmZkpWrhw4TMAKCws1P7tt9/0AWDv3r0mvr6+VYD6ZtvS0lIWHR3dbvLkycV/pmUoFAqEh4eXr1y5Mv/evXt6mjLj4+PbAsDp06cNDA0NFaamporKykq6jY1NAwDExMSYoQUSiUTb2tpaNn/+/OKxY8cWp6Sk6PXo0aM6OTnZQHMMUqmUdvfuXR0AmDFjhnVcXFybv92QL+jYsWNdaWkpQ9MO9fX1VHJyMhNQ9zbY2dnJ6uvrqX379pm0lMd//vOfJ+vXr2+nqaNCocBXX31lCQALFy58snjxYpucnJzGp/d1dXUUAFRUVNCOHz/eGEjduHFDt3379g2AegGE+vp6CgAePXrEKC8vp9vb2zf4+flV7d692wQA7t69q1NYWKjdsWPHuqb1odFoCA4OLp8+fbqti4tLraaXxc/Pr1IzPA4Arl692uziCA8ePNDy8fFhvbjdxsZGXlpaynjy5Am9traWOn36tHFzn3/R5cuXjYqKiuhVVVXUiRMn2gQEBLzUaxccHFz5888/m2nmbj148EArPz+fERQUVHn06FGTJ0+e0AGgqKiIDgAeHh7VO3bsaAsAMTExJl5eXq/sCQwICJD+8ssvJnK5HA8fPtS6fv16s0PIGAyGStPuL34+ISHBRC6Xo6CggJGUlGTg7+9f3VJ5LV1XZmZmCgMDA8Xp06cNAGDXrl3PXVcikUiHzWa/FDx/iD6qnh6VSnUMwDEvL6/J77suBEEQ/5OKioCffgImTAAs//GUhvdGpVLh9we/Y+ONjTguOQ46jY4wXhhme8+Gt433u61McTHQpw/OpVlimeFXSFnaA2yTm8BPADotBAZ7AdeGv9s6/UXdu3evOHPmjMHgwYNbHJqjp6en+uGHH3LDwsKcFQoF3N3daxYsWPCsubROTk51sbGxptOnT7d3dHSsb5pu5MiRJVu2bGF4enrWAUBubq7WxIkTHZRKJQUAK1aseKxJ27ZtW4WHhwenqqqKvm3btgcAsGjRoieTJk1yFAqFVv7+/pUvlq1x+vRpQ6FQaMVgMFR6enqKPXv2PGjfvr08JiYmd+TIkU4NDQ0UACxbtiy/Y8eO9SKRSHfIkCHlzeX13XfftYuJiWn8ohQVFd1tqVwNJpOp2rdvX86sWbPspFIpXaFQUNOmTSvy8vKqW7x4cYFAIOBaW1s3cLncmqqqqmaXF/P29q5du3Zt3qhRo5xqa2tpFEWhd+/eFQAwYsSIiqdPnzKCg4NdFQoFZWRkpOBwOLWDBg2qVCqViIqKspw5c6Y9k8lU6unpKX/88ccHgHq414IFC+x0dHSUALB8+fLHdnZ28oULFz4dN26cPYvF4tHpdMTExOTq6uq+1A0xZsyY0oCAAK5QKMzVbNu2bVvepEmT7FgsFk+hUFDe3t5SX1/fRy9+Ni8vT4tOp7+Up46Ojmr+/PmFAoGAa2NjU+/i4lL3YprmeHl5VWmGOoaGhpZ07969RiwWazdNM3To0Mr09HRmly5dOIC6F2jPnj0PvLy86ubPn1/o7+/PodFoKjc3t5qDBw/mfv/9948mTJjgsHHjRitTU1N5XFxcbrOF/2ncuHHl586dM2Kz2XxHR8c6gUDQ7HdozJgxz7hcLs/Nza2m6byecePGlV+9etWAy+XyKYpSac7H3bvNX2Kvuq5+/PHH3EmTJjno6uoqAwMDn/tu/P7770YDBgz4V/Q2tNit/G/m5eWlSk5Oft/VIAiC+N/z5ZfA6tVAZibAeunB6wevRlaD3Xd3Q3hDiPRn6TDXM8dUr6mY6jUV7Q3bvz6Dt62oCOjVC+IsGkZZ78fhOQNgZ3QfVJwBsGA/UF0NjBoFSqG4pVKpnuvySU1NzXV3dy9uKet34cqVK7pRUVFWR44c+cfDvsRisfaAAQNcs7Ky0pvbP378eDsPD4+auXPnvvKYBQIBe926dXndu3dvdrL+2+bn5+d6+fLlrHdR1v+q1atXm9vb2zeMGTPmH998C4VC0+TkZP24uLiXgiviebW1tVTXrl3ZycnJme962fCWpKammrm7uzs0t++j6ukhCIIg3qOqKmDrVmDw4H9dwPOw/CG23NyCHSk7UFZXBg8rD+watAsj3EaAyWC+PoPWUFAA9OqFkodV+MLjZ5z51B9tUQbqWAcg7gRw6RIwbhzQuTNw8+b7qeNrdOvWrfbmzZuVcrkcrfmuHj6fz9XV1VXGxMS887lLr0MCnta3ZMmSZnsGidaVnZ2tvWrVqvwPJeB5HdLTQxAEQbwdQqH6RaRXrwI+Pu+7Nq+lUqlw6dElbLyxEUcyj4AChSHcIZjtPRvdbLv9o0nE/1heHhAYiIbCEqzovR5LBk0HrVwJZsUE4MstwN69wKefAh4ewKNHoJ49+yB7egiCIN4l0tNDEARBtC65HPjuO6Bbtw8+4KmT1yH+XjyESULceXIHJrom+Nz3c0zvMh12xnbvu3rAgwdAYCBUpWU4MHwqlgdORNlDU5h5CIFPRgKxscCkSUCHDkB6OmBlBTwjD7oJgiBehQQ9BEEQxD+XkADk5gIbNrzvmrQovzIf3yd/j5hbMSiuKYabhRu2DdiGMR3HQE9L7/UZvAtZWUBgIFAtxc1xvhjruxaZok7gRB4A7FyBmBhg6lT18MG7d4GuXfHjnFXAyF7vu+YEQRAfNBL0EARBEP+MSqV+GSmbDYSEvO/aPEelUuH64+sQJgmRIEqAQqnAQPZAzPKehZ4OPd/vELYXZWQAvXoBsho8nmgGgcdJnLk1HL1X/QQwmcDmzcBnnwG2tup3IY0YgU2hUzHrXp/3XXOCIIgPHgl6CIIgiH/m/HkgJQXYtg2gfRivf2tQNOBA+gEIbwhxs+AmjHWMMUswCzMEM+DU1ul9V+9laWnqgIeqhXQaYMPJwZZzyxCxaRloTEo9dHDePMDMTD3f58sv8W0HfyxK6w3QFO+79gRBEB+8D+OvE0EQBPHvFRWlfifPuHHvuyYoqirC8j+Ww36DPcYdHofK+kps+WQLHs97jOh+0R9mwHP7NhAQAGhVQDavFjoudfhsz88IXfUVdPUo4Ntv1QGPgQFQXg789BOWcrpgUXowQCkxXDvufR9Bi6qqqqguXbqw5XL5+67KB2fevHntly5d+tLLrDw8PDjvovyEhASjDh06cB0dHfkcDofXv39/p6ysLG0ACA0NddDV1fUoKytrvE/89NNPbSmK8iwsLGQAAJ1O9+RwODxXV1d+YGCgS3FxMR1QLy3OZDI7czgcnuZn8+bNpgCwYcMGUxaLxWOxWDxXV1f+7t272wDAuXPn9Dt27MjhcDg8Jycn/rx58165PrxQKDQdP358q07AE4vF2q6urnwAOH78uGHPnj1dXlcHgUDAvnjxoh4AWFtbd2CxWDw2m83r1q2b66NHj957R0NoaKjDzp072wLAiBEj7G/dusUEgMWLF1s1TfcursHVq1ebb9y40bS1y2nqvZ8AgiAI4l/s7l3g1Clg5Ur1EKz35FbBLWy8sRH70/ejQdGAYJdgzPaejT7OfUCjPuDnezdvqnt4zGugnKdEPdMAwzcewTexgbCygrpd//tfQFsb0NICfv0V8+/nY/39wQAFjNXdC8ukd/yy1DewadMms4EDB5a15nLV75JMJkNrL897+/btzNbMXyaT4c6dO8z58+fbHT58OLtz5851ALBnzx7j7OxsbVdX1wYAsLW1rY+Pj28zffr0UoVCgStXrhhaWFjINPno6OgoMzMzRQAwdOhQh6ioKPO1a9c+0XxWs08jJydHKzo6ut2dO3cyTE1NFRUVFTRNADVx4kTH+Pj4HB8fn1q5XI7U1NR38p9Ja5/PCxcuSNq1ayefOXOm9dKlS9vt2rWrcUl1pVIJlUoFOr3Z98e2uv379z/U/FsoFLZbs2bNE83v7+Ia/Oyzz0oEAgFn9uzZJa1ZVlMf8F8CgiAI4oO3bh2grw9Mm/bOi5YpZDiQfgDdYrvBa7sXDmceRmTnSIhninFizAn0c+n3YQc8V64A3bsDDlKovlCiVKsdfJZfxbSvAuHeUQUsW6YOeGg0wN4euHEDUzLFWJ87GgAQUREN1uYKRB9yfM8H0rIDBw6YDh8+vBxQPy0XCATsoKAgJ0dHR/7AgQMdlUolACAxMdGQy+XyWCwWLywszKG2tvalyVZisVjb0dGRP3ToUAcWi8ULCgpykkqltMTERMM+ffo4a9IdPnzYqG/fvs5yuRyhoaEOrq6ufBaLxVu+fLkFoH4aHxERYevh4cFxdXXlnz9/Xg8Azp8/r+fh4cHhcrk8Dw8PTmpqqg6gfqIfHBzsFBgY6OLv7896+PChlpeXF1vTy3Hq1CkDADh06JBRp06dODwejxscHOxUUVHxty4+PT09j9e116VLl/S6dOnC5vP5XD8/P9eHDx9qAUB0dLSZm5sbl81m8/r16+cslUppgPoJ/6RJk2y8vb1Z06dPt1m1alW7efPmFWoCHgAYM2ZMRXBwcJXm99DQ0NKEhAQTAPj1118Nu3TpUsVgMJp9z0nXrl2r8/PztV91XIWFhVr6+vpKY2NjBQAYGxsrORxOAwCUlpYy7OzsZADAYDDg6elZBwBFRUX03r17O7NYLJ67uzvnxo0buk3zLCkpoVtbW3dQKNRDPKVSKc3KyqpjfX09lZ6eruPv7+/K5/O5np6e7Nu3bzOba4u/el7+iR49ekgfPHigIxaLtZ2cnPhjx4614/P5vJycHO3//ve/lm5ublwWi8WbO3duYw/X5s2bTTU9RYMHD3YEAIlEou3j48NisVg8Hx8fVtOeufDwcFsPDw+OjY1NB01vjlKpxPjx4+2cnZ35PXr0cCkuLm58+qDplZo+fbp1fX09jcPh8AYOHOgI/P81qFQqMWXKFBvNd2j79u1tgb93bQoEAvbMmTOtu3Tpwl65cqWloaGh0sbGpl7z/XsXPuC/BgRBEMQHLS8PiI9XL59sYvLOii2uKcY3l76Bk9AJIxJG4EnVE3zX7zs8nvsYmz7ZBJbpv+DFqCdPqoe0CeqAzykUKflwX5yE8NluCBmgApYsAVasUKf19weuX8fYM0exrSASAIUpf4xGxw25WPp4CsZ3lby+vIgIWwgE7Lf6ExFh+6oi6+rqqLy8PB02m92g2ZaRkaG7ZcuWvOzs7PRHjx7pnD171qCmpoaaMmWK4/79+3MkEolILpcjKirKvLk8c3NzmVOnTn0mkUhEhoaGyqioKPOQkBBpdnY2s6CggAEAsbGxpuHh4cXXrl3TKyws1MrKykqXSCSiGTNmND5Rrqmpod2+fTtTKBQ+jIyMdAQAd3f3uqSkpMyMjAzRsmXL8hcuXNh4Q5ySkmIQHx//4Pr165LY2FiTXr16VWRmZooyMjLSvb29awoLCxmrV69ud/HiRYlIJMro3Llzzddff/3S0LU31Vx71dfXU7NmzbJLTEzMSU9Pz5gwYULxggULrAFgzJgxZWlpaRlisVjEZrNrhUKhmSavnJwc5pUrVyTbt29/LJFImAKBoOZVZbNYrPqSkhLGs2fP6Hv37jUZPXp0aXPp5HI5zp8/bzh48OByzba8vDydpsPbTp06ZdC1a9caMzMzma2tbYdhw4Y57N2711iTPjIysojL5br16dPHOSoqyqympoYCgIULF7Z3d3evkUgkoq+//jp/woQJz0X4pqamCg6HU3PixAlDANi3b59xQEBAhY6OjmrSpEn2W7dufZSenp4RFRX1eNq0aY1D0Zq2xRudkL/p6NGjbXg8Xi2gvoY//fTTkoyMDFFaWhozOzubeffu3YyMjAzRnTt39E6ePGmQnJzMXLduXbsLFy5IxGKxKCYm5hEATJ061W706NElEolENGLEiJJp06Y1fgeLioq0kpOTMxMTE7OWLVtmDQA///xzm+zsbB2xWJy+a9euhykpKQYv1m3r1q35ml67o0ePPmi6Ly4urs29e/d0MzIy0s+dOydZunSpjSaIedNrEwDKy8vpN2/eFC9fvrwIADp37lz9xx9/GLZGmzfn4+hvJgiCIN69jRvVK7fNnftOirtbdBfCG0LsubcHdfI69Hbqja2fbMUnrp+ATns/Q0T+lu3bgSmRwGAAw4BCZSDYsw5hxBgjzJurUs/f0Sz9PWECVDExGLx1JY5WrgRUNHy2vzs6PbXCRKzD0MFK/PijFeLe6cj4v+bJkycMQ0PD5ybzdOjQodrZ2VkGAHw+vyYnJ0fbyMhIYWNjU9+xY8d6AAgPDy/ZsmWLBYCnL+ZpZWXV0Ldv32oAGDduXIlQKLSg0WhFw4cPL9m+fbvJjBkzSlJSUgwOHTr0oLy8nJ6Xl6czYcIE25CQkIohQ4ZUavLR3MAHBwdXVVVV0YqLi+nl5eW0ESNGOObm5jIpilLJZLLG3iZ/f/9KS0tLBaDu1ZgyZYqDTCajDRs2rMzX17c2Pj7eMCcnhykQCDgAIJPJKE9Pzyr8Q821l4mJiTwrK0s3MDCQBaifxpubm8sA4NatW7pLly61lkql9OrqanpAQECFJq+hQ4c2O8zwyZMn9B49erDr6upo48ePf7ZixYoizb6QkJCy2NhYk5SUFP09e/Y8bPo5Te9Afn6+tpubW83gwYMb27e54W0AcPHixawLFy7onTlzxmjx4sW2ycnJ+uvXry9Yt25d4aefflp6/PhxowMHDpj+8ssvpklJSeKkpCTDgwcPZgPAwIEDpZGRkYySkpLnvuxhYWFl8fHxbUNCQqQHDhwwmT59+rOKigra7du3DcLCwhp7ABsaGhrPZ0tt8SZaWvmx6faAgAAWjUYDl8utWb9+fX5JSQm9Xbt2Db169aoGgFOnThldvHjRiMfj8QB1MJ6ZmclMSUmhhYSElLVr104OAJpr7/bt2/onT57MAYBp06aVLl++vDEwHzhwYDmdToenp2ddSUmJFgBcuHDBcPjw4aUMBgMODg4yHx8f6Zsc46VLlxo/b2trK/f29q66fPmynrGxsfJNr00AGDVq1HOBs4WFhTwzM/OdjYsmQQ9BEATx5ioq1Ku1DR+uHnrVShRKBY6Kj2LjjY248PACdBm6mOA+AZ8JPgPfgt9q5bYKlQqYMwfYIgQmU0CACk/1x8N11HYIumpjy2YVqGlT1e0KAKtWQbVoEXr9NxzndXYDShpm/9oP3fxnY2RsX/TtC+ydehGMzuGvLzs2Nu/1id4ufX19ZUNDw3MjSnR0dBqHR9HpdMjlckqlanbEFLKzs7UGDBjgCgARERHPBg0aVPHijabm92nTppX079/fhclkqkJCQsq0tLRgbm6uSEtLEx0+fNho69atFvv37zf55Zdfcpt+rmk+ixYtsg4ICJCePXs2RywWawcGBrI1+/X09JSafwcHB1ddvHhRfPDgQePw8HDHWbNmFZmYmMj9/Pwqjx079tyT8n+qhfaiXFxcau/cufPSvIvIyEjHhISEbB8fn1qhUGh64cKFxqfoBgYGjcfAYrHqkpKS9Hx8fGqtrKwUmZmZoqVLl1pWVVU9F1BMmDChTCAQcIcNG1by4twTTe9ASUkJvW/fvi5r1qyx+PLLL18KVJui0Wjo2bNnTc+ePWuCg4MrJ02a5LB+/foCAODz+fV8Pv/ZvHnznpmamnZ68uQJvblrg6Ko5zaOGjWqfMWKFdZFRUX0tLQ0vZCQkMrKykqaoaGhvLnA68W2+LvMzMzk5eXlzzVKeXk53dLSsjHQ18zp0fxeUlJCb3otqVQqzJkzp/Dzzz8vbprPypUrLV48ztdhMpmN6Zu22z9Zlr+l7ybw5tcmABgaGj7X7nV1dTRdXd1/fC7+KjK8jSAIgnhzMTGAVAp8/nmrZF9WW4Z1V9fBWeiMoQeG4kH5A3zb+1s8nvcYPwz44d8X8EilQI8ewDYhsJAOBKhQZv1f8CftQnsbbSQcUEL70zHqgIdOB/bvh8LHG10/9W4MeOYXf4m+/03EmJ/6wberEodcFkInqKd6gYMPkLm5uUKhUFCaoUot6dSpU11+fr52WlqaDgDExcWZ+vv7S11cXGSZmZmizMxM0cKFC58BQGFhofZvv/2mDwB79+418fX1rQIABwcHmaWlpSw6Orrd5MmTi/9My1AoFAgPDy9fuXJl/r179xrnDsTHx7cFgNOnTxsYGhoqTE1NFZWVlXQbG5sGAIiJiTFDCyQSiba1tbVs/vz5xWPHji1OSUnR69GjR3VycrKB5hikUint7t27OgAwY8YM67i4uDZ/uyFf0LFjx7rS0lKGph3q6+up5ORkJqDuKbCzs5PV19dT+/bta3HM6ZIlS55ER0e3S0lJaXzKXlNT89I9oaura8OSJUvy58yZ86ylvExNTRVCofDRli1bLOvr61s817m5uVqXL19uPAfJycl61tbWDYB6WJpmTsi9e/eYdDpdZWZmpujatat0586dpoB6Hknbtm3lJiYmz90kGxsbK93d3aunTJli16tXrwoGgwETExOljY1NQ2xsbOPclmvXrj03H0jj/PnzekOGDHFoqd4t8fPzq75165aBZlW2ixcv6jU0NNCcnZ0bXvdZjeDg4Mqff/7ZTDP/68GDB1r5+fmMoKCgyqNHj5o8efKEDqjnNgGAh4dH9Y4dO9oCQExMjImXl9crexMDAgKkv/zyi4lcLsfDhw+1rl+/3uxQMgaDoWru3AUEBEgTEhJM5HI5CgoKGElJSQb+/v7VLZX3qmuzORKJRMfNza32VcfwNn3wPT0URXEBzAZgBuCcSqX6/j1XiSAI4n9bQ4N6aFuvXoCHx1vNOuNZBoQ3hIi7G4caWQ0C7AOwvt96DGQPBIP2wf/Jal5qKhAcDNQWAiu0ABslaty2w2/kJCgUwPGjSphMCAFOnAD09IB169DwwxZ4WuQjjZsDKGn43GYf+geGISgI6OBUjeNPA6C/9RYwcyawZo16OesPUPfu3SvOnDljMHjw4BaH1ejp6al++OGH3LCwMGeFQgF3d/eaBQsWNHuT7eTkVBcbG2s6ffp0e0dHx/qm6UaOHFmyZcsWhmYSfG5urtbEiRMdlEolBQArVqxonL/Rtm1bhYeHB6eqqoq+bdu2BwCwaNGiJ5MmTXIUCoVW/v7+lS+WrXH69GlDoVBoxWAwVHp6eoo9e/Y8aN++vTwmJiZ35MiRTpphVMuWLcvv2LFjvUgk0h0yZEh5c3l999137WJiYhrn/hQVFd1tqVwNJpOp2rdvX86sWbPspFIpXaFQUNOmTSvy8vKqW7x4cYFAIOBaW1s3cLncmhd7bjQEAkHtt99+mzd+/HjH6upqWtu2bRXW1tb1q1atKngx7Yu9EM3p1q1bLZfLrd2xY0fb3r17V2nm9Gj2jx07tnj48OHlCxYssCkqKtLS0dFRmZiYyLZv3/4IAHbv3m26ePFiWyaTqWQwGKodO3Y8YDAYWLt2bcHo0aMdWCwWT1dXV7lr165me9KGDx9eFhER4XT8+HGxZlt8fPz9yZMn269du7adXC6nhgwZUurj4/PSDXZubq6Orq7ua3tVrl27ZmRpadlR8/uePXty1q5dmxcUFOSqVCopfX19xe7du++/yWpsQ4cOrUxPT2d26dKFA6h7FPfs2fPAy8urbv78+YX+/v4cGo2mcnNzqzl48GDu999//2jChAkOGzdutDI1NZXHxcXlvir/cePGlZ87d86IzWbzHR0d6wQCQbPfwzFjxjzjcrk8Nze3mqbzesaNG1d+9epVAy6Xy6coSrV8+fLHdnZ28rt3m79MX3VtNpf+5s2bBmvWrCn8q+31T7XYrdyqhVJULIABAJ6qVCq3JtuDAGwEQAewQ6VSrWmyjwZgu0qlmvi6/L28vFTJyclvv+IEQRAEsGsX8Omn6qWq+/X7x9kpVUqczDqJjTc24uz9s9Ch62BMhzH4zPszdLLq9I/zf29UKnWP2KxZgLkM+EILMNWGwvcA+k/+BOfOAWdOKtBzWXfg6lXA2Bjg8VCdfA3uY5yQ43AfUNKwyPkAQrmhCAxUwZb5DBdKOsDcRgfYuVMdeAKgKOqWSqXyalp8ampqrru7+2tvWFvTlStXdKOioqyOHDnyj4d9icVi7QEDBrhmZWWlN7d//Pjxdh4eHjVz58595TELBAL2unXr8rp37/7Kifxvi5+fn+vly5ez3kVZxJubMmWKTURERIm3t/c763Eg3u7/DU2lpqaaubu7OzS37309NtsFYDOAxjeqURRFB7AFQB8AjwHcpCjqqEqlElEUNRDA4j8/QxAEQbwvKpV6meqOHYG+ff9RVpX1ldh1Zxc2JW1Cdmk22hu2x6rAVZjceTLM9ZtdvOvfo7ISmDwZOHAAYEM9pM24LdDzBOZ+5YnTp4Ht38vRc7Y7IBIBurpARQXKH2fD7TM+8g3TASUNi133YUynUAT4yWHe8ARnq7xhHv6JeqEDY+PX1eK969atW+3Nmzcr5XI5WvNdPXw+n6urq6uMiYl553OXXocEPB+2mJiYd7KCG/G8p0+faq1duzb/XZb5XoIelUp1kaIohxc2CwBkq1Sq+wBAUdQ+AIMAiFQq1VEARymK+hXA3ndaWYIgCOL/nTwJpKcDcXHAaybIqlQqbL2pXl3Nse3/rzSbVZKFzUmbsfPOTkgbpPCx8cHKnisxlDsUWvQPc37KG7l9GwgLAx48ALwBzKAAY2cg8BS2/OSITZuA+TPrMGmpHfDsz9FZhoYoWrEIHaQJeEalA6CwhLMXn3YeCv8uVdCRVuI306Gwjv0eGDjwueI2jLj2zg/xTcyZM+etvHyQzWY3tNTLk56envFX80lKShK/PhVBEK2p6WqK78qHNEDaGkDTJzSPAXhTFNUDwFAAOgBOtPRhiqIiAUQCgJ2dXUvJCIIgiH8iKgqwsQFGjnxlMplChs9OfoaYWzH4vOJzrO29Fmfvn8XGGxtxIusEtGhaGOE2ArMEs9DFuss7qnwrU6mArVvVS07r6QJBSmAMAFMfoMcxnP7DBLNnAyFehVj7vQOgaAC0tYGVK/FwzAC4xwxABXIBFYUl3J8xzVoAP/enkNVr4WKfb+G051fAvEkPmFKJdYEnsOhi0Hs6YIIgiH+PDynoae6RoUqlUv0B4I/XfVilUm0DsA1Qz+l5qzUjCIIggJs3gT/+UA9ve8WKYRV1FRieMBxncs5gXtd5sG9jD95WHjKLM2Ghb4FlAcsw1WsqrAys3l3dW1tFhfolrQkJAJcNdBED/QBYDwX89kAkZmJ4qBxuOvexN7kz6GgAunQBzp+HqPoRumzujRo8BWgqfMndhc8e1KH76AaUqUzx+9dXwPviu+d71mpqsFZwEJe02kC6ow30XzvblSAI4n/bhxT0PAbQ9O3ONgBeWkWEIAiCeE+iotTzSCZPbjFJbnku+u/tD0mJBJ/7fo6fUn/C0+qn8GznibjBcRjOHw4dhs47rPQ7kJwMjBgBPHwI9O8DuJ4FugBwnQ14rcez3+5iwCAr6NWqcAy9YIBqdW9QdDRu5ifDf1s/1KuqALoCX9huwPzvD6HnhWV4RLPH6QQpPIcGP1/ekydY3/1neIWdxELeebyH9YgIgiD+dT6koOcmAFeKohwB5AMYCWD0m2RAUVQIgBAXF5dWqB5BEMT/sPv3gYMH1e/lMTJqNsn1x9cxaN8g1MvrMdFjItZfWw+WKQsHhx9EN9tu/+gleR8klQrYtAlYsACwsgImjQDa7QVcAHSKBmoDUN8/FENOzkchjHEBAbDFY2DtWmDhQpx/8Af67gqBXKEAtBrwhXIWFs9bi75VB5FO74hjx2nwD3rhFRf37uLU0i8x44vT0NFqgLIUmHP5vRw9QRDEv8p7eTkpRVHxAK4BYFMU9ZiiqIkqlUoOYCaA0wAyABxQqVTNTlhsiUqlOqZSqSKN/wUr2hAEQfyrrF+vfmnmrFnN7j6QfgA9f+oJfS19+Nj4IOZWDIZwh+DGpBvws/P7+AKe8nIgNBSYPRsICgJGBQKuewEnOtBuDfCfC1B5eWHyuRG4Aj/8hAkQ4Cbw/ffAwoVIzDyGXrv6QS4DoFWLLzN748sVMRhCO4Ib8Eb8fjr6BT3fZqrjm1F8JhBBYcegzWiA4hSFOVeBTdz30gJ/SVVVFdWlSxe2XC5/feL/MfPmzWu/dOlSyxe3e3h4cN5F+QkJCUYdOnTgOjo68jkcDq9///5OWVlZ2gAQGhrqoKur61FWVtZ4n/jpp5/aUhTlWVhYyAAAOp3uyeFweK6urvzAwECX4uJiOqBeWpzJZHbmcDg8zc/mzZtNAWDDhg2mLBaLx2KxeK6urvzdu3e3AYBz587pd+zYkcPhcHhOTk78efPmtX9V3YVCoen48eNbdQK3WCzWdnV1fatvQRYIBOyLFy/qvbh9z549xkuWLLEC1NeFhYVFR03b7tmz573f1B4/ftywZ8+eLsDzdf3555/b3Lp1q/HJzJw5c9ofOXKk2Regvi0FBQUMf39/17/z2fe1etuoFrafwCsWKyAIgiDeg+JiIDYWGDsWaP/8vYhKpcI3l7/BF79/AQ8rD1TLqnHm/hlE9YnCfJ/5H1+wAwBJSerhbI8fq+c3ld4EbH4CdLWB8wJg52KgTRt80+MMfv6jD77GlxhOJQA7dwETJiDuzm5MODIBqDcCdMvxxW+uWJp0DWH8NPyW7oJdu9TxVKOGMqj2hADaV2DWDigtaQvjg3qY1ykfm9oCc80M8R1afPfne7Vp0yazgQMHlrXmctXvkkwmg9Yr5rO9Dbdv385szfxlMhnu3LnDnD9/vt3hw4ezO3fuXAeob2azs7O1XV1dGwDA1ta2Pj4+vs306dNLFQoFrly5YmhhYSHT5KOjo6PMzMwUAcDQoUMdoqKizNeuXftE81nNPo2cnByt6Ojodnfu3MkwNTVVVFRU0DQB1MSJEx3j4+NzfHx8auVyOVJTU1/o4my9tmjt8/lXjBkzpgJAheb3qVOnFq1YsaIoJSWF2atXL/bIkSNTm7709H3Wu2ldjxw50kYul1doXgi8YcOGVp2WIpPJ0L59e7mlpaXszJkz+n379q1+k8+/l56e1kJRVAhFUdsqKipen5ggCIL4a7ZuBWpr1cO4mmhQNODTxE/xxe9foLtdd2SXZqOstgy/jfsNC3wXfHwBj0oFfPcd4Oen/vfFi0DZ74DLfkDBAJY0AIfuAcuX4+DSVHzxRx+MwW58QX0D7NkDTJiATTe2YELiOKDGBNAtx5Jf22FFtRE+7fMYieku2LQJmDChSXnZO6HaZwVoXwEAnDvbG8Yid8zrkw9hW2CuvRuiJ3+4rxk5cOCA6fDhw8sB9dNigUDADgoKcnJ0dOQPHDjQUalUAgASExMNuVwuj8Vi8cLCwhxqa2tfunjEYrG2o6Mjf+jQoQ4sFosXFBTkJJVKaYmJiYZ9+vRx1qQ7fPiwUd++fZ3lcjlCQ0MdXF1d+SwWi7d8+XILQP20PSIiwtbDw4Pj6urKP3/+vB4AnD9/Xs/Dw4PD5XJ5Hh4enNTUVB1A3asQHBzsFBgY6OLv7896+PChlpeXF1vzJP7UqVMGAHDo0CGjTp06cXg8Hjc4ONipoqLib91j6enpebyuvS5duqTXpUsXNp/P5/r5+bk+fPhQCwCio6PN3NzcuGw2m9evXz9nqVRKA9Q9N5MmTbLx9vZmTZ8+3WbVqlXt5s2bV6gJeAD1zWxwcHCV5vfQ0NDShIQEEwD49ddfDbt06VLFYDCanUHWtWvX6vz8fO1XHVdhYaGWvr6+0tjYWAEAxsbGSg6H0wAApaWlDDs7OxkAMBgMaG6ii4qK6L1793ZmsVg8d3d3zo0bN3Sb5llSUkK3trbuoFAoAABSqZRmZWXVsb6+nkpPT9fx9/d35fP5XE9PT/bt27eZzbXFXzknYrFY29PTk83j8bg8Ho979uxZfc2+L7/80pLFYvHYbDZv+vTp1gBw9epVXXd3dw6LxeL16dPH+dmzZ40Ry65du0xfvPZa6rnq3LlzHZ1Ox5MnTxgCgYA9c+ZM6y5durBXrlxp2dI1kJaWpuPr68tis9k8Ho/HTU9P11EqlZgyZYqN5ruwffv2tsCrr7GEhAQjR0dHvqenJzshIaGNpk6aup49e1b/t99+a/Pll1/acDgcXnp6uk5oaKjDzp072wItf6etra07zJ07tz2Px+OyWCye5rxUVlbSwsLCHNzc3LhcLpen6QV88fsHAIMHDy6Pi4sz/SvnrqmPKughw9sIgiDestpaYPNmoH9/gMdr3FxaW4q+P/fFT6k/wd/OHxcfXQTXnItbkbfQ07EnAHUv0JrLa5BV8hG8m7G0FBg8WL0AwSefALduAYemA5wT6mV41jCByGVAbi6S7UMxbp4ZfHANO2hTQB3YD9XIkVjxx0rMOjUTqGwH6Bfji5NWWBkciRldbmDPr22wahUwc+af5ZXdBU75AEkRAL0B+WXWEO5ei57uUsxn/wGhHJjjNgTRE+6CKvr99fWPiLCFQMB+qz8REbavKrKuro7Ky8vTYbPZDZptGRkZulu2bMnLzs5Of/Tokc7Zs2cNampqqClTpjju378/RyKRiORyOaKiopp9O21ubi5z6tSpzyQSicjQ0FAZFRVlHhISIs3OzmYWFBQwACA2NtY0PDy8+Nq1a3qFhYVaWVlZ6RKJRDRjxozG9wXV1NTQbt++nSkUCh9GRkY6AoC7u3tdUlJSZkZGhmjZsmX5CxcubLwhTklJMYiPj39w/fp1SWxsrEmvXr0qMjMzRRkZGene3t41hYWFjNWrV7e7ePGiRCQSZXTu3Lnm66+/fmno2ptqrr3q6+upWbNm2SUmJuakp6dnTJgwoXjBggXWADBmzJiytLS0DLFYLGKz2bVCodBMk1dOTg7zypUrku3btz+WSCRMgUBQ86qyWSxWfUlJCePZs2f0vXv3mowePbq0uXRyuRznz583HDx4cLlmW15enk7T4W2nTp0y6Nq1a42ZmZnM1ta2w7Bhwxz27t3beLMWGRlZxOVy3fr06eMcFRVlVlNTQwHAwoUL27u7u9dIJBLR119/nT9hwgTHpmWbmpoqOBxOzYkTJwwBYN++fcYBAQEVOjo6qkmTJtlv3br1UXp6ekZUVNTjadOmNQYVTdvir5yH9u3byy9duiQRiUQZ+/fvvz937lw7ADhw4IDRr7/+2vbWrVuZYrFYtGzZsicAEB4e7rh69erHEolExOfzaxctWtTYRd7ctdeS33//XZ9Go6natWsnB4Dy8nL6zZs3xUuWLHna0jUwevRox6lTpz4Vi8Wi5OTkTDs7O1lcXFybe/fu6WZkZKSfO3dOsnTpUhtNkNTSd3LmzJkOR48ezb5586b46dOnL3Ur9enTp7p3797lK1eufJyZmSni8/n1TY7xld9pMzMzuUgkyoiIiHi2Zs0aSwBYsmRJu549e1ampaVlXLp0Sfzll1/aVFZW0oDnv38A0K1bt+qkpCSDv3Lumvo4+psJgiCI1vHTT+oXaH7+eeOmrJIs9N/bH7nluXCzcMOlR5cwxXMKNgZtfG5ltq/++AorLq6AtF6KVb1WvY/avx3Xr6uHsxUWAhs2AN39gf84AT0qgTsUwPwcuLcYaNsWj7edwMApHrDEUxyhh4KZsAeqQYMw79QCbEhaD5TbA20eYkkSF19visPiBC/8sA1YtAj4z38AyCqBu8sAsRAqhRIUHdhxfhLq6L3w2fAZmFdZio3lwBzPqVjffyuo+7uApEnvt31a8OTJE4ahoeFzk3k6dOhQ7ezsLAMAPp9fk5OTo21kZKSwsbGp79ixYz0AhIeHl2zZssUCwNMX87SysmrQDGkZN25ciVAotKDRaEXDhw8v2b59u8mMGTNKUlJSDA4dOvSgvLycnpeXpzNhwgTbkJCQiqYvQ9TcwAcHB1dVVVXRiouL6eXl5bQRI0Y45ubmMimKUslkssbeJn9//0pLS0sFoO7VmDJlioNMJqMNGzaszNfXtzY+Pt4wJyeHKRAIOAAgk8koT0/PKvxDzbWXiYmJPCsrSzcwMJAFAEqlEubm5jIAuHXrlu7SpUutpVIpvbq6mh4QENA49GXo0KHNDjN88uQJvUePHuy6ujra+PHjn61YsaJIsy8kJKQsNjbWJCUlRX/Pnj0Pm36uvr6exuFwePn5+dpubm41gwcPbmzf5oa3AcDFixezLly4oHfmzBmjxYsX2yYnJ+uvX7++YN26dYWffvpp6fHjx40OHDhg+ssvv5gmJSWJk5KSDA8ePJgNAAMHDpRGRkYySkpK6E3zDAsLK4uPj28bEhIiPXDggMn06dOfVVRU0G7fvm0QFhbW2APY0NDQeD5baouWNDQ0UBMnTrQXiUS6NBoNDx8+1AGAs2fPGo0dO7bY0NBQCQCWlpaKkpISulQqpffv378KACZPnlwSFhbmpMmruWvvxfJ++OEHywMHDpjq6+sr4uLi7tNo6j6KUaNGlQLA3bt3dZq7BsrKymhFRUXa48ePLwcAPT09FQDVpUuXDIcPH17KYDBga2sr9/b2rrp8+bKesbGxsrlrzNDQUGFjY1PfoUOHegAYM2ZMyY4dO5p9ENGc1NRU5qu+06NHjy4DAIFAUHP06NG2APDHH38YnT59uo1QKLQCgPr6eio7O1sbeP77B6iD0KdPn76yZ7E5JOghCIIgmqdQANHR6vfJdO8OALj48CKG7B8CpUoJE10TZJVkIXZgLD71+PS5j35z6RusuLgCEZ0i8HXg1++j9v+cUqlewOE//1G/kPXnn4FD+wHJHKAHAFE7YOEdwMwCUKlQtWI9Qpb1RBX0cYbxCSwOb4P8kyBMOjIRP93dCRS7AmZZ+E9pMFYlHMTq73Tx7bfAtGnAN6tVoB7GA7fmAXVFUKmAqioDjI/9CZ8Nv4Ie7UZh/mNgYz0wWzAL64M2gMpcD9xeAFj1AXD21ccSG5v36gRvn76+vrKhoeG5ESU6OjqNw6PodDrkcjmlamHN7ezsbK0BAwa4AkBERMSzQYMGVbw4ZFLz+7Rp00r69+/vwmQyVSEhIWVaWlowNzdXpKWliQ4fPmy0detWi/3795v88ssvuU0/1zSfRYsWWQcEBEjPnj2bIxaLtQMDA9ma/Xp6ekrNv4ODg6suXrwoPnjwoHF4eLjjrFmzikxMTOR+fn6Vx44de/C3GqsFLbQX5eLiUnvnzp2X5v5ERkY6JiQkZPv4+NQKhULTCxcuNE4qNzAwaDwGFotVl5SUpOfj41NrZWWlyMzMFC1dutSyqqrquRvwCRMmlAkEAu6wYcNKms4p+bNuyszMTFFJSQm9b9++LmvWrLH48ssvXwpUm6LRaOjZs2dNz549a4KDgysnTZrksH79+gIA4PP59Xw+/9m8efOemZqadnry5Am9uWuDoqjnNo4aNap8xYoV1kVFRfS0tDS9kJCQysrKSpqhoaG8ucDrxbb4K1atWmVpYWEhO3jw4AOlUgldXV1PQN2b/abDeFu6hpvSzOl5cbsmuGrpGigtLW12BFdL3zGg+WuspXr9Va8qDwCYTKYKABgMhkpTnkqlQkJCQra7u3t907SXL1/Wb/r9A9Q9STo6Om90DoGPbHgbmdNDEATxFiUmAtnZ6l4eikJcahx6x/WGNl0bNbIaMBlMXIm48lLA892177Dk9yUY02EMtoVsA436F/6pKSkBBg1SH3uPHkDnzsDEkYDrEaAbgGeBwNf56oCnoQHKiZMxdpkT7qIj9jPGwu3YN6gP6oNhe4epA56iDoBZFhaazcTqjSew+UddfPGFem2IzatEoM73Aq6OAaRPAQq4ndwZw77/BTFTl6Bn+/WYfxvY8GfA812/70ClLlEHPHZh2MHs8X7bqgXm5uYKhUJBaYYqtaRTp051+fn52mlpaToAEBcXZ+rv7y91cXGRZWZmijIzM0ULFy58BgCFhYXav/32mz4A7N2718TX17cKABwcHGSWlpay6OjodpMnTy7+My1DoVAgPDy8fOXKlfn37t1rXDUrPj6+LQCcPn3awNDQUGFqaqqorKyk29jYNABATEyMGVogkUi0ra2tZfPnzy8eO3ZscUpKil6PHj2qk5OTDTTHIJVKaXfv3tUBgBkzZljHxcW1+dsN+YKOHTvWlZaWMjTtUF9fTyUnJzMB9dApOzs7WX19PbVv3z6TlvJYsmTJk+jo6HYpKSmNCwbU1NS89EV1dXVtWLJkSf6cOXOetZSXqampQigUPtqyZYtlfX19i+c6NzdX6/Lly43nIDk5Wc/a2roBUA9L08wluXfvHpNOp6vMzMwUXbt2le7cudMUUM8/adu2rdzExOS5m11jY2Olu7t79ZQpU+x69epVwWAwYGJiorSxsWmIjY1tC6h7Qq5du/bcfCCN8+fP6w0ZMsShpXoDQEVFBb1du3YyOp2OrVu3mmrmEAUFBVX+/PPPZpq5U0VFRXRTU1OFkZGRQjPX68cffzT18fFp7PVr7tp7VdnNaekaMDExUVpZWTX8/PPPbQCgtraWkkqltICAAGlCQoKJXC5HQUEBIykpycDf37/FRQA6depU9/jxY+309HQdAGjpWjIwMFBohqC9+PnmvtOvOqaePXtWRkdHW2qugytXrjR7vgAgLS2NyWKxal+VX3P+hX+JWkbm9BAEQbwlKhXw7beAkxNUQ4Zg6fmlmHBkAsz1zfGk6gkC7AOQHJkMz/aez33s+5vfY96ZeRjGG4Zdg3fhQfkD1Mre+G/T+3X1KuDhAZw+DXh5AefOAUknga+1AJYKqBwLzD4HUBRQVgYEBeE/O12RiMHYoPU5gk/OQlWgH/p/3wOJOYlAvhdgeQ+fuy3D2hmb8NNPwGefASNCq/DTnIWgnewIFF4CZIBKpsKunZNx7mlPnFzUH2a0fMw/AWwwAmYJPsN3faNB3ZwKiNYADuOQWF6NKWe/eN8t1qLu3btXnDlz5pVj7/X09FQ//PBDblhYmDOLxeLRaDQsWLCg2ZtsJyenutjYWFMWi8UrKytjNE03cuTIknbt2jVoJsHn5uZq+fn5sTkcDi8iIsJxxYoVjfM32rZtq/Dw8ODMnDnTPiYmJhcAFi1a9OSrr76y6dy5M0dzU9uc06dPG/J4PD6Xy+UlJia2XbhwYVH79u3lMTExuSNHjnRisVg8T09Pzr1795gAIBKJdNu3by9rLq/vvvuunaWlZUfNz6vaSYPJZKr27duXs3jxYhs2m83j8/m8CxcuGADA4sWLCwQCAdff35/l6upa11IeAoGg9ttvv80bP368o6OjI79z584csVjMDA8PL3kx7eeff17cdL5Gc7p161bL5XJrd+zY0RZ4eU7PypUrLRoaGqgFCxbYaJbITkhIaLt58+Y8ANi9e7epk5OTG4fD4Y0fP95xx44dDxgMBtauXVuQkpKix2KxeF988YX1rl27mu1JGz58eFliYqKJZvgXAMTHx9/fuXOnGZvN5rm6uvIPHjzYprnP5ubm6ujq6r7UNSGTyShtbW0lAMyZM+dpfHy8qbu7O0cikTB1dXWVADBs2LDK4ODg8k6dOnE5HA7v66+/tgKAnTt3Pli0aJENi8Xi3b17V3fNmjWNq5o1d+29qVddA7t3736wZcsWCxaLxfPy8uLk5eUxxo0bV87n82u5XC6/R48erOXLlz+2s7NrcR15PT091aZNmx4OGDDAxdPTk21ra9vQXLoxY8aUCoVCKy6Xy9MESJrP/9XvtMaaNWsK5HI5pVkg5Msvv7RuKe3Zs2cNg4KC3riHo8Vu5X8zLy8vVXJy8vuuBkEQxL/XpUtA9+6o27wBn1pdx760fTDXM8ezmmdY4rcEK3quAJ32/HCX2NuxmHh0IkJYIfgl7BfEp8Vj5omZmOY1DVF9o97TgbwBpRKIigKWLAH09ICaGoDJBOaGAvb7AaoBUM0GJm9Qp8/OBgYMwM4sP0Qod2A6Yxs2n2GhzJOL4OguSMJjIM8XsL+CBZ2/RlTIlzh4EBg+XIVlnx7Ef/vPBVX7GKigA8YKqO4BW5L/i979DoDTXgzlUzcs+C0N33VRBzwb+nwL6to4IC8BMPXG5fzb6PO4AR2NzJE099ktlUrl1fRwUlNTc93d3YvfQ0s2unLlim5UVJTVkSNH/vGwL7FYrD1gwADXrKysZt/hN378eDsPD4+auXPnvvKYBQIBe926dXndu3d/5UT+t8XPz8/18uXLH8FqHh+nKVOm2ERERJR4e3s/93Rm9+7dbfbu3Wty4sSJ+++rbkTzvLy82CdPnsw2Nzd/6elEamqqmbu7u0NznyNzegiCIIiXRUXhqa0JBmvH41raDehr6aNOXofDIw5jMGfwS8n33tuLSUcnoa9zX2wL2YbwxHDsS9uHHg49MLvr7Hdf/zdVXKx+Oc7Fi+rfFQr1Sm2jOwCpEUCVAtBfDny6VL3/8mVg8GBcqPPGFOVW9KGfw8azPDwxUqL3cieI9BqARz0Bp98xr/NXiAr5EqdPA0vnSHB11WfwtjsDlP656i1TAWUccMplDKZNWAWpwhrKjEH4PCkR3/kCnwlmYkOvVaD+CAae/gHQtJFWmISQQi3Yt3HCr5NuwHzuX55j/E5169at9ubNm5VyuRyt+a4ePp/P1dXVVcbExLzzuUuvQwKeD1tMTMxLK7jNmTOn/cmTJ9vExsa+1TlaxD9XUFDAmD17dlFzAc/rkJ4egiAI4nkZGRAF8NB/ujEe06uhVCnBMePg0PBDYJuxX0p+UHQQIxJGwN/eH//t/l9EJEbgceVjrOi5Aou6LXqpR+iDs28fMHGiumdHS0s99mzhQqDkCHBrGpCvAmw2AmNnqdPv3g1MnIhsC194FxyCBZ7i2q9lKEs/jl55a/BAXxvI7QmwTmBO5//iu5AVuHKhBpdjVmNuUBS06DRQeTLATgE81IIiUYGisQ5ob3Ift8onobOEwoKM7Vj/Z8CzsdtcUOe6A7X5AIBHFgPgm3oTKoqOqxFXYd/GHhRFfZA9PQRBEO/Sq3p6Pqo5PWQhA4IgiH/ut83z4DMRKGTUQa6UI5QbihuTbjQb8BwTH8PIgyMhsBagm0039P25L2gUDZcjLmOJ/5IPO+DJzlbP2Rk1Sv0+ojFjgEePgHXrgLxNwJ2pQKYKcNypDnhUKmDZMmDcOJR16I4BT7aDUilxfPND5As/g2/hauQy9YHsIIB1ArM9lmB9/6+Q/UcibO7ysGjAKuCJMaiKOsBaAZzSgzIToGYCcqUMewtOonMaA5//GfDM9IzERis9UL+6qgMeU2+U9LyIfuJsVMnqcGrMKdi3sX/frUgQBPGv8FEFPWQhA4IgiH9m++/r0M/sFOp1aJAr5VjXZx32D9sPA+2X56KfyTmDYb8MA8+cBxpFw6rLqzDCbQRuT7mNrjZdIVPIMPyX4TiTc+Y9HMkrPHgAjB4NsFjql4yyWEBmproHx8IMuDQBkKwCrlCA1wFgRDhQV6cOilasgGxwGMLSluK+3A6Hxx5CyfrB8O+Ygqc0C6iygwHeYXzmsQjf9YxA1YmBcCkYjPoGHdSk6EHb5hmgZQLE6UDl0QBaPxl2/DERv1TfxSjJQXye8wOifYGZLr4Q1hwAlfEtABrQJQbVPc9hwImFeFD2AEdHHUUHyw7vuyUJgiD+NT6qoIcgCIL4e5QqJT4/8zkiL30OCoAh0xi/jf8N833nN/u+hj9y/8CgfYPQ3rA9HpY/RGpRKn4a/BN2D9kNY6YxlColwhPD8YvoF+SW577z42lWbi4weTLg6grExwM0GrB2rTrgYbEAWRVwNgh4/DNwjA4EHwWGhKlfztqrFxAfD9XceZh5JgTn6v2x3TUKssuRCBwpQ6XMDsqsfkCH/ZjhPgcbHZhQHeeDenoBP56NgAPtPvQ8aoAKX+BCKVQT6lFiYIW+a06jgvUD5mXPw8JHOxDtC8ww0YMQV0EpawCtNkC/65A5fYoRCSOQlJ+E+NB4dLfv/r5bkyAI4l+FLGRAEATxP666oRqjD43GUfFRAIBnXVscnH8XNkY2zaa/mncVA/YOgC5DF7nlufBq74X40Hi4mLgAUL9kbvbJ2dh7by9WB65GpGfkOzuWZj16BKxaBcTGqoeoKRSAoyNw+DDg7q5OU/sE+K0vUHEP+JkBzP8V6NsXyMgA+vcHCguB9euxcWkpttWMw3+0o9GGuQKfhDKgKGVD8cAH8NyBGezB2EQdBZV2HyeSQ1BYaoGJvX8ERbcA7vMB7fPAJ8BvORMR+s16LP/aAHPSxmMhYw/W+QAzjIFNTq6gqrIBHRMg8CxUhixMTvwUv2b9ih/6/4Ah3CHPH18lmSdPEATxOqSnhyAI4n9YgbQAvj/6NgY8U28CFwcnthjwJBcko9/ufpApZCirK8NC34W4EnGlMeABgBUXVmDzzc2Y13UeFvstfifH0axHj4Bp0wAXF2DXLsDKSh3wjBkDpKb+f8BTkQmcFAAlacBmHWDxGXXAc+4c4OOjXuBg+3b8+tVNzKtajqE4CFb/7xE6TAFFUWfIs3sAnjsws70TNimOQCGtx7LYFbAzf4BJfX8E1X4EkKkP2J+HyswQX/1xCn2X7sCqVTqY88wXi1h7sM4GmG5phU29VoCqEgP6tkCfK4ARG0vOLcFPqT9heY/lmOI15f+PT9EApK8GTny4w9yqqqqoLl26sOXyFl8J8j9r3rx57ZcuXWr54nYPDw/Ouyg/ISHBqEOHDlzNe3P69+/vlJWVpQ0AoaGhDrq6uh5lZWWN94mffvqpLUVRnoWFhQwAoNPpnpp3qgQGBroUFxfTAfXS4kwms3PT9/Rs3rzZFAA2bNhgymKxeCwWi+fq6srfvXt3GwA4d+6cfseOHTkcDofn5OTEnzdvXvtX1V0oFJqOHz/erpWa5qMjEAjYFy9e1AOAgIAAl+LiYnpxcTF9zZo1jcs+5ubmagUFBTm1Zj2OHz9u2LNnTxcAiI+PN547d+4rz/Pb9lEFPWQhA4IgiL8u9UkqPGI8cO/pPWjRtLDzogm+r/SHjo9/s+nvFN5BwK4AVDVUwZhpjLPjzmJtn7XQpms3ptl0YxO+uvAVwjuFY13fdc0OjWt1jx8D06erg50ffwSCggBjY/Wy1Dt2AD//DBgaqtM+vQyc7goUFwDrdIF1vwE9ewLbt6s/Z2MD/Pgj7k3ZjJGVMeiM2+j61c/41D0HtLwAKB54A4ItmNGGDqFBAepT+Pjhl0FYMm4l2LZPAKf/AumJAPsBFPXdMPJYHr7e0RtnfojDTD1TLGp/A1ENwHTeAGzuswZU2nLA2A3ofQnQt8XG6xux5soaTPWciv92/+//H2PxdeCUJ5D6BWAz8N238V+0adMms4EDB5a15nLV75JM1uw7Rt+q27dvZ7Zm/jKZDDdv3mTOnz/f7qeffnrw4MGD9MzMTNHo0aNLsrOzG7/Mtra29fHx8W0AQKFQ4MqVK4YWFhaNDaCjo6PMzMwUZWVlpbdp00YeFRVl3vSzmZmZIs3PzJkzS3JycrSio6PbXbt2TSyRSETJyckZXl5eNQAwceJEx5iYmIeZmZkiiUSSPmbMmFK8A+/ifL7ofT8AuHDhQraZmZmipKSE/uOPP1potjs4OMhOnTr1zt5JNGLEiIpTp061kUql7ywW+aiCHrKQAUEQxF/zq+RXeO/wxtPqp7AysML19ksR/nsp8Pnnzaa//PAyvH/0Ro2sBj0deiJ9ejp6O/V+Ls2eu3sw69QsDGIPwvaQ7e8+4MnPB2bOBJyd1cHNp58CM2YAx48DpqZAUpJ6aWpNvR79ApzrBRRWA2v1gB9/B3x91ctVR0aq5/GsWYOiIVMxoGY/DBnVCNgRi4VIhFbOYLSrMoOq6yZMMwY26XNQ9402JAZ0zByxFaXMYGib9gayvwaoejTorMSgQxehKjiN4p/c0NtgAhY/rUZUGTDNayo2u/UCdSMcsAgAev0OMM2wL20f5pyeg6Hcodj8yWZ1e8oqgZszgTO+gKwc6H4U8Dvwbtv5DRw4cMB0+PDh5YD6Ka9AIGAHBQU5OTo68gcOHOioVCoBAImJiYZcLpfHYrF4YWFhDrW1tS9dPGKxWNvR0ZE/dOhQBxaLxQsKCnKSSqW0xMREwz59+jhr0h0+fNiob9++znK5HKGhoQ6urq58FovFW758uQWgfuodERFh6+HhwXF1deWfP39eDwDOnz+v5+HhweFyuTwPDw9OamqqDqDuVQgODnYKDAx08ff3Zz18+FDLy8uLrenlOHXqlAEAHDp0yKhTp04cHo/HDQ4OdqqoqPhb91h6enoer2uvS5cu6XXp0oXN5/O5fn5+rg8fPtQCgOjoaDM3Nzcum83m9evXz1lzQxkaGuowadIkG29vb9b06dNtVq1a1W7evHmFnTt3rtOUO2bMmIrg4OAqze+hoaGlCQkJJgDw66+/Gnbp0qWKwWA0+56Trl27Vufn52s3t0+jsLBQS19fX2lsbKwAAGNjYyWHw2kAgNLSUoadnZ0MABgMBjw9PesAoKioiN67d29nFovFc3d359y4cUO3aZ4lJSV0a2vrDgqF+pUtUqmUZmVl1bG+vp5KT0/X8ff3d+Xz+VxPT0/27du3mc21RUv1bdorAahffisUCk0BwNrausPcuXPb83g8LovF4mnynjdvXvvBgwc7du3alWVvb+8WHR1tpsnL29ubFRIS4shms/lyuRxTpkyxcXNz47JYLF5UVJSZppwvv/zSksVi8dhsNm/69OnWAHD16lVdd3d3DovF4vXp08f52bNndEB9LU+bNs26Q4cOXAcHBzfNtVhVVUUNGDDAicVi8fr37+9UV1fX+H2ytrbuUFhYyJg/f75NXl6eDofD4U2ZMsVGLBZru7q68gGgpqaGGjZsmAOLxeJxuVzesWPHDAH1d6Fv377O/v7+rvb29m5Tp05tbL+Wrv+EhAQjR0dHvqenJzshIaGNJj2NRoOvr690//797+ym/aMKegiCIIjXW391PQbED0C9oh4B9gG4N/UuOm9KALhc9fyVF+y6vQsBPwWgQdGAL/2/xLnx52Cu//zLME9knUB4Yjh6OPTAvmH7wKC9wyf7BQXArFnqYCcmBpgwAbhyRb0k9YYNwLhxwM2bQIcmw8AyvwMujwDuA1hnAPzyB+Dmpn5BaVSUelhc//6oDRmOwbIDeMawQMC2lVj/eCuMs8PQv10mHnEOYHIbfWy+6AD53kxgrgx2Ng+RRluOdqoUoGwfkKyP2s4XseYUD6v9O+HArBFoU/UYi08D3yrVAc8WGzNQt+cCNkOAHr8CWoY4m3MW4w+PR4B9APYM3aNe+vtxInCcB2RtBVifAf1FgE3IX2ujiAhbCATst/oTEWH7qiLr6uqovLw8HTab3aDZlpGRobtly5a87Ozs9EePHumcPXvWoKamhpoyZYrj/v37cyQSiUgul6Npr0FTubm5zKlTpz6TSCQiQ0NDZVRUlHlISIg0OzubWVBQwACA2NhY0/Dw8OJr167pFRYWamVlZaVLJBLRjBkzSjT51NTU0G7fvp0pFAofRkZGOgKAu7t7XVJSUmZGRoZo2bJl+QsXLmy8oUtJSTGIj49/cP36dUlsbKxJr169KjIzM0UZGRnp3t7eNYWFhYzVq1e3u3jxokQkEmV07ty55uuvv35p6Nqbaq696uvrqVmzZtklJibmpKenZ0yYMKF4wYIF1gAwZsyYsrS0tAyxWCxis9m1QqGw8WY6JyeHeeXKFcn27dsfSyQSpkAgqHlV2SwWq76kpITx7Nkz+t69e01Gjx7dbO+LXC7H+fPnDQcPHlyu2aa5mdb8nDp1yqBr1641ZmZmMltb2w7Dhg1z2Lt3b+PNbmRkZBGXy3Xr06ePc1RUlFlNTQ0FAAsXLmzv7u5eI5FIRF9//XX+hAkTHJuWbWpqquBwODUnTpwwBIB9+/YZBwQEVOjo6KgmTZpkv3Xr1kfp6ekZUVFRj6dNm9Y4HK5pW7zRCWnCzMxMLhKJMiIiIp6tWbOm8VxnZGTo/vbbb1nXr1/PjIqKap+bm6sFAHfv3tWPiorKz8nJSd+wYYOZsbGxIi0tLSM1NTXjp59+Ms/MzNQ+cOCA0a+//tr21q1bmWKxWLRs2bInABAeHu64evXqxxKJRMTn82sXLVrUOCxMLpdT9+7dy1i7dm3eihUr2gPAunXrLHR1dZUSiUS0dOnSQpFIpP9i/aOjox9reuRefEHr2rVrLQBAIpGI9u7dez8yMtJBc05EIpHekSNH7mdkZKQfPXq0bXZ2tlZL139NTQ01c+ZMh6NHj2bfvHlT/PTpU62m5Xh5eVVfunTp5aVBW8nH0d9MEARBvJZcKcekxEn46e5PAIDPfT/HN72+Af3c7+o5Lj/+qF7R7E8NigbMPDET21O2g07RcWj4oZcn0QO4/OgyQg+EoqNlRySOTASTwXw3B1RYCKxZow505HIgPBz44gsgJwcYMACQSoGdO9XbNZQK4PZ8QLwRSNUBdhsCJ88BZmZAQACQkqIOem7cgOr77xFB7cN1qgt6Rk/Cvkc/QfDMHz09jmCt9P/YO++oKq61Dz+HDgIKiCgognQQEAuKgr2Agh072Hs0tqhJjCbGGI2aKFZixIgFe4kVa+wdGyIgKIiIhd4Pp8z3xwSuClgSTXLvd561XMLMnj1775nDmd+8TcYwtRqsmf8cRinQdFJwJroZ5o6O1Fd8DZkCnLKh+Is5PL7wKbPbRJGjtEO41JDP70Xxg/cfFh5TNSR354HNcGiyBtQ0uP7kOj2398TJ1Im9/faiU5IJFydCyi6o5gY+u6G659+zxn+Bp0+fahgYGLziy+Pq6lpgY2MjA3BxcSlMTEzUMjQ0VNSuXVvq5uYmBRgyZEjGypUrawDPX++zZs2aJR07diwACAoKyggJCamhpqb2rE+fPhlr1641Hj9+fEZUVJT+7t27H2ZnZ6unpKRoDx48uE5AQEBOjx49ckv7KX2A9/Pzy8/Pz1dLT09Xz87OVuvbt691UlKSjkQiEWQyWdnbcR8fn1wzMzMFiFaN0aNHW8lkMrXevXtnNW/evCgiIsIgMTFRx9PT0xFAJpNJGjVqlM9fpKL1MjY2lt+/f1+3bdu29gBKpRJTU1MZwPXr13Vnz55tkZeXp15QUKDeqlWrMn//nj17Vuhm+PTpU/XWrVs7FBcXqwUHB7+YO3fus9J9AQEBWWFhYcZRUVFVNm/enPzycVKpVM3R0dE5NTVVq379+oXdu3cvW9/Sh+nXz3XmzJn7p0+f1jt69KjhzJkz61y7dq3Kjz/++GTx4sVpQ4cOzTxw4IDh9u3bTXbs2GFy5cqVuCtXrhjs2rUrAaBr1655o0aN0sjIyHil+FdgYGBWRESEUUBAQN727duNx40b9yInJ0ftxo0b+oGBgWUWwJKSkrLrWdlavA8DBgzIAvD09Cz87bffjEq3+/n5Zevr6wv6+vpyLy+v3LNnz1YxMjJSuLm5FZRato4fP24YGxurV3pcXl6eekxMjM6xY8cMBw0alG5gYKAEMDMzU2RkZKjn5eWpd+nSJR9g5MiRGYGBgWWxN4GBgVkAzZs3L/jss8+0AM6dO6c/ceLE5wBNmzYtsre3f6PAfZ0LFy7oT5gw4TmAh4dHsbm5ecmdO3d0ALy9vXNNTEwUALa2tsWJiYnamZmZ6hXd/zdv3tSpXbu21NXVVQowcODAjF9++aXshUbNmjXlT58+faOF8EOiEj0qVKhQ8f+AXGku7cPbc/XJVbTUtdjaeys9HP8QMIsWQa1aYoD/H9zPuE/vHb25/ew22ura/D7kd5rVblau31tPb+G/xR/LqpYcHngYQ23Djz+Zp0/FVNNr1oBMBsHBMGsW1K0L33wD8+aJVquTJ8HF5T/HyYvg4iBI2Q2/68IBQzh+UuyjaVPIyoIffoCQEEhJYa7OfLbKu+E8O5BTWXv5RNMUU4ezzMmE4KQqrI19juQHbUrUJIQcmMow30OYaJyCU4BGYxTDJOjEB6OutOac9Bda7N3NFwWHWOgDYxqOZEXVbNQStoLTZ9BgIUgk3M+4j99mP0x0TTg84CDVUrbCzRmgLAH378FpKqi98rKUixffYc3CwlI+6DV4B6pUqaIsKSl5xaNEW1u7zD1KXV0duVwuEYQKPaZISEjQ9Pf3twMYNmzYi27duuW87jJZ+vvYsWMzunTpYqujoyMEBARkaWpqYmpqqoiOjo7Zs2eP4apVq2ps27bNeMeOHUkvH/dyPzNmzLBo1apV3rFjxxLj4uK02rZtW1aNV09PT1n6s5+fX/6ZM2fidu3aVXXIkCHWEydOfGZsbCz39vbO3b9//8M/tViVUMl6SWxtbYtu3rxZLvZn1KhR1jt37kzw8vIqCgkJMTl9+rRB6T59ff2yOdjb2xdfuXJFz8vLq6hmzZqK2NjYmNmzZ5vl5+e/IigGDx6c5enp6dS7d+8MdfVXCw2XxvRkZGSod+zY0XbBggU1Zs2aVU6ovoyamhpt2rQpbNOmTaGfn1/uiBEjrH788ccnAC4uLlIXF5cXU6ZMeWFiYtLg6dOn6hXdGxKJ5JWN/fv3z547d67Fs2fP1KOjo/UCAgJyc3Nz1QwMDOQVCa/X16IyNDU1hVJ3QgCpVPrKTaOjoyMAaGhoCHK5vGxfZffoy/eQIAiSJUuWPOrVq1fuy20PHTpk+L5uwS+NA4VCUek43ofKPpMAWlpaL9+TgkwmkwiCQEX3/4ULF3TfNI6ioiKJjo7OW6/Fh0Ll3qZChQoV/+MkZydjv9yeq0+uYm5gzp2xd/4jeG7ehGPHRPcwbW0EQWDDzQ24r3En+nk0epp6nBt2rkLBk5iZSKdNnTDQNuBY0DFqVKlRrk2uNPeNX6DvxbNnMHUq1KsHy5dDv35ijZ2wMNDREWNwvv1WtOxcufKq4JFmwMn2kLIHduvBIWP4/YxYqNTbW0xl3a+fGM/z+DERJp/wtfITan/WgRjlXkJMQUddxpxMGBitRpi5OmoTILnYjQ2nBzG1y0+YSB/CFqCxBfhcI/3JU0av+5mLVe/QYucuvig4xAIfGNNwBCurpKD2aCs0WAAeP4BEwtP8p3Ta1AkBgaPdV2F+uR9cHQvGTaDzHXCZWU7wXL4MnTp9mOX90JiamioUCoWk1C2mMho0aFCcmpqqFR0drQ0QHh5u4uPjk2draysrDYSfPn36C4C0tDSt48ePVwHYsmWLcfPmzfNBDMI2MzOTLVmypNbIkSPT/2iroVAoGDJkSPa8efNS79y5o1d6zoiICCOAyMhIfQMDA4WJiYkiNzdXvXbt2iUAoaGh1amE+Ph4LQsLC9nUqVPTBw0alB4VFaXXunXrgmvXrumXziEvL0/t9u3b2gDjx4+3CA8Pr/anF/I13NzcijMzMzVK10EqlUquXbumA6LbnqWlpUwqlUq2bt1qXFkfX3zxxdMlS5bUioqKKjPLFhYWlnsmtLOzK/niiy9SJ02a9KKyvkxMTBQhISGPVq5cafa6MHiZpKQkzXPnzpVdg2vXrulZWFiUgOiWViow7ty5o6Ouri5Ur15d0axZs7z169ebgBgXY2RkJDc2Nn7lIblq1apKd3f3gtGjR1u2a9cuR0NDA2NjY2Xt2rVLwsLCjEC0hl28ePGVeKBSTp06pdejRw+r17fb2NhIExISdIuKiiQZGRnq586de6c3OocPH65WWFgoefr0qfqlS5cMvL29C15v06FDh5zVq1eblq7X7du3tXNzc9V8fX1zN27cWL00FuvZs2fqJiYmCkNDQ0VpvM66detMvLy83mhF9Pb2zt+0aZMxwNWrV3Xi4+P1Xm9TtWpVRUFBQYU64OXjb9++rZ2Wlqbl5uZWXFFbgMru/wYNGhQ/fvxY6+7du9oAr9+TcXFxOi4uLkVvmsuH5H/K0iORSAKAAFtb27e2VaFChYr/D5x6eAq/zX5l8TsHBhxAX+slF+rFi0FfH8aMIac4h7EHxxIRHYGeph46GjocDzpOY/PG5fp9kveEDhs7IFfKOTX4FJZVy2ePvf7kOr139GZc43F81qLiBAnvxPPnojVq5UqQSmHQIPjqKzE7G0BkpBi3U1AAGzaIlp+XyX8Ap/wgPwl+0YXE6nD6JBw8CJMng4OD6Na3bh2oq3OpTiDDc76k7meuPNZMZl11dbbeacWxmicZkKLOBn891LUKuZw+Bv2iM4xquxYhwRBKcmEAKLWVLDu+gi/CRhD2s4R+W7vypSySBT4w2mMIK7XuovbsMnj+DLYjAVEc+m3243nBc04274f9pe6gYQDNfgXr4P8kX3iJq1fFzNqGhqIn37+Rli1b5hw9elS/e/fulY5QT09PWLNmTVJgYKCNQqHA3d29cNq0aRU+ZNerV684LCzMZNy4cXWtra2lL7fr169fxsqVKzVKg+CTkpI0hw8fbqVUKiUAc+fOLYtbMDIyUnh4eDjm5+er//zzzw8BZsyY8XTEiBHWISEhNX18fHJfP3cpkZGRBiEhITU1NDQEPT09xebNmx+am5vLQ0NDk/r161ev1I1qzpw5qW5ubtKYmBjdHj16ZFfU108//VQrNDS0LB7k2bNntys7byk6OjrC1q1bEydOnGiZl5enrlAoJGPHjn3WuHHj4pkzZz7x9PR0srCwKHFycip83XJTiqenZ9EPP/yQEhwcbF1QUKBmZGSksLCwkH733XdPXm/72Wefpb9tTC1atChycnIq+uWXX4zat2+fXxrTU7p/0KBB6X369MmeNm1a7WfPnmlqa2sLxsbGsrVr1z4C2LRpk8nMmTPr6OjoKDU0NIRffvnloYaGBgsXLnwyYMAAK3t7e2ddXV3lr7/+WqElrU+fPlnDhg2rd+DAgbjSbREREQ9GjhxZd+HChbXkcrmkR48emV5eXuUesJOSkrR1dXXLvZmxtbWVBQQEZDk5OblYW1sXu7i4vJOLmIeHR0G7du3snjx5ojVt2rQ0KysrWXR09Cs+v5MnT05PSkrSdnV1dRIEQWJsbCw7dOhQYu/evXOjoqL0GjRo4KSpqSm0b98+Z8WKFanr169/OHbs2LoTJ05Us7S0lEZERCS9aQzTpk173q9fP2t7e3tnFxeXQldX13LCq2bNmopGjRrl/5FyPGfKlCllVrrp06c/DwoKqmtvb++srq5OaGhoUkVrVMqb7v/ly5cn+/v72xobG8ubNm2af+/evTLxeebMGYOFCxemvsu6fggqNSv/N9O4cWPh2rVr//QwVKhQoeIfJeRyCJOOTEJAYHqL6Sxot+BVl4dHj0SrycSJXJrShwG7BpCcnYxpFVNypbkcHniYVlatyvWbVZRFy19b8jDrIacGn6KJRZNX9guCQOj1UD498ilmVczYEbiDprWbvv8EXrz4j9gpLoYBA0SxY28v7pfLYc4cmD9fTEKwfbvo1vYyGVfhtD+UFMNCGeTWgqNH4aefxH6dnSE+HqpUgYICku07MMx4FI869idFKOaLEneWX+tEutcP9FPqscm+EPWqjtx+0gwXvXAKSkwweJ6NxFIGkmoUO82m86djOHNely3rpQRu9OdL5XG+94HR7kGs0ryBWl48NN8Mlr0BkMqldN7SmTPJpzlQrxadJI/BaiA0/Al0KoznJypKNGzp6EBODhQVSa4LgvCKOr1161aSu7v7Wx9YPybnz5/XXbRoUc29e/f+ZbevuLg4LX9/f7v79+/frWh/cHCwpYeHR+HkyZPfOGdPT0+HxYsXp7Rs2fK94hz+LN7e3nbnzp1TVZD9lzJ69Ojaw4YNy2jatOlftjhMmTLFXF9fX/FyXJSKiklJSdHo06dPvYsXL8Z/yH5v3bpV3d3d3aqiff9Tlh4VKlSoUCGKjqA9QWy+sxlNNU22B26nu2P38g2XLkUhEVjQRp05Yd5YGFpgb2LPw+yH7O+/v0LBU1BSQJctXYjPiOfQgEPlBE9+ST5jDoxh853N+Nr6sqnHJkz0TN5vAunpogVqxQqxMGj//jB7tmiRKeXxY1EEnT0LI0bAsmWg95oHR+oBMUMbhvClDDTqwMF9MGECHD4sxjHFxIhpqq9eJb9JIw611OGhQQ9eKCR4XfqKOVnVwHcqffW12VizEHWrgWQ+iMJN/1de5JljavAETNTA7FNyGnyHr38Vrl2DbRuK6RnWmVmSU3zvA6Pc+rFKcg61gudihraaYrpvhVJB0K5+nHx4ko1m0ElfA5ocAfPKfdZu3oT27UFdXdSF9euLeSj+jbRo0aLo6tWruXK5nI9Zq8fFxcVJV1dXGRoa+rfHLr0NleD5d/N65jIVfw8PHjzQWrJkyd/6eVVZelSoUKHif4giWRFNf2nKned3MNE14dKIS9gaV+Dym53NYycLgoIN+F3vGb2cepGSk0LU0yj29N2Dv71/uUNKFCV029qNo4lH2RG4g55OPV/Zf+/FPXpt70VcRhxzW8/lc5/PUZO8R+hoRgYsWSLG6xQUiDE2X31V3npz+LDozlZcLGZueykBQxn3Q+HaOFC3gYkpYFJPdH0bNgzu3gUNDVEkDR4Mq1agDLLkimcGPV7kUqTQRvnrAQpq3ULZaRq99SGiXh00avggJG2lqEQbPe0ihAKQ3DSHmafINrCnUye4cQO2byii289+zFI/zXwfGFW/N6s5i5ogg9aHyzKvCUolE3Z0ZmVsJIurS5jafBq4zgGNctlly7h9G9q2FY1cOTmitWf3bqha9d9p6VGhQoWKvxOVpUeFChUq/h8Qnx5P03VNyS7OplGtRpwbdq7S9NF7V05geHAhUgOBUN9QtkRv4Xradbb13lah4FEoFQzeO5gjCUdYG7C2nODZcmcLo/aPoopWFY4OOkq7eu3efeCZmaLYCQkRxU6fPqJlx9n51XYymSiCFi4ENzfRne1l6w+ICQluz4K780GjMYy8DVaOoptc585ihjalUlQOXbvCj5/AQl2uGD6kY4oGSKtSuO40NTy2kdf8e3pUgS0N/dHIjYHkLWWnke9RR0PSCdZvJ6ukCh07iNaWXZsK8V/Ria+0zjHfB0Y6d2W14hhqmvrQ9iRU/WNOBSnM39mBlUlxTKtZg6mBR8DY443LFB0tipziYnGZBgwQM3Jr/W0JX1WoUKHivxdV9jYVKlSo+B9gz709uKx2Ibs4m5ENR3Jt1LUKBU+RrIixv42ih3wT1koDLo68zK7YXZxJPsPGHhvp5dyr3DGCIDDx8ES2Rm9lYfuFjGg4omyfVC5l3MFxDNw9EI9aHtwYfePdBU9WlihirKzEuBw/P7hzB7ZuLS94UlKgdWtR8IweDZculRc8ihK4GCwKHvUOEHwTbOvDpEkQECC6zWlqiqmuBwSIlqCvlRzQ08InSRtlVnWK11ymTZdvSGv+Pd0MtNjq0QnNtIMIBQ8olmmz8dgIlBMlaFhNhq37ySiuQrt2ogVmz+ZC/Je15yut83znAyMdfVmjOIqabg3oeF4UPEoFxIXwyyY7ZiXFMahuIxaOSHmr4ImJEXVafr4oeD77DDZuVAkeFSpUqHhXVJYeFSpUqPgvRhAEZhyfwaILi1CTqLE2YO0rouRl7jy7Q79d/Yh5EcO08zBnyib6n/yCo4lHWd9tPf1d+1d43Jzf57Dq2io+a/4Z01tML9v+MOshgTsCuZ52nc+af8Z3bb9DU12zwj5eITtbTCSwdCnk5kLv3qJlx9W14vYHDohuaCUlEBEhur29TkkOnO0Fz06AWj8YtAMaNoKWLUWXNgBPT9i8CS58D4XroY2E0KxWjHl2Ad0MS6of2kDgRH8WqyXgX82I7bUUaD2LRECNn0+OZuv+QexO74b+qh9h9GjS08XYmthY2LelgE6L2zG7yhW+8xEYYdeGNYpjqBm5QusjoGsGWbfhykh+S77C6Kfga9WKsEHHUHvLmsXGQps24rLJZOKyffrp25dZhQoVKlT8B5XoUaFChYr/Uorlxfhu8uV08mn0NPX4ffDv5RILgCiMVl5dybSj06imU43I3+vQNseYfrnhHIg/wOouqxnSYEiF51h2aRnfnvmW4R7DWdh+Ydn2/XH7Cd4bjCAI7Ou3j64OXd8+4Jwc8Yn9p5/En3v2FLOvublV3F4mgy++EJMaNGggurPZ2ZVvV/gYfu8MOfdAGAMDf4ZmzcS4ncWLxXTU330HI9rDYT/QSISCqvyQ2JQZusfRSmtA4KNBeE5pwydZJXQ20GWnSRZacsjR96fpuJUon8o4q9MRo0OboVMnXrwQXc3u34fftuTTYUEbZhteZ56PwAibFoQKp1AzawktfwM1Lbj5OdxbzHmZPn2fa9LIvAE7+h94q0iMj4dWrcRwJzU12LZN9P5ToUKFChXvx/+Ue5tEIgmQSCQ/5+Tk/NNDUaFChYqPSlJWEjbLbDidfBrLqpYkfZpUoeBJL0yn29ZuTDg8gXb12nG73iLanU5h8KAq7Lq3i586/cSYxmMqPMfGWxuZFDmJHo49WOO/BolEglwpZ+bxmXTd2pV6RvWIGh31dsGTmysWDbWygq+/Fs0WN27Arl2VC57kZNFKs3gxjBsHFy9WLHiybkNkM7EGj/RTCAoVLToJCXDmDNSsCdfPQPtUiPSE/ESIrMe8E/rMqHIUvcfN2WJUnTY9pzAhqwRfPdhVowjtqvYkOt7GNmgnhU8kHDcbhNmlfdCpE8+eiVNISIADW3LpML8VcwyjRMFj1YhQyXnUageIFp7Ma3DIFWIWcNc0AP8nApbVrDk44OCr9ZIqICFBrJuang66umKm7f82wZOfny9p0qSJg1wu/6eH8q9jypQp5rNnzzZ7fbuHh4fjxz53SEiISXBw8CvFtSoaj4WFhWtaWpoGwIwZM2ra2tq62NvbOzs6OjqfPHmy8owbiKnBz5w5U64oporyxMXFadnZ2bkAnDlzRm/IkCF1QCzIeuzYsbJ1/uGHH0xXrFjxnukw349evXpZrV+/3gjA39+/3p07d7Q/5vn+Tv6nLD2CIOwH9jdu3HjkPz0WFSpUqPhYHIw/SK/tvZAqpLS1asvhQYfRUi8f3HHiwQmC9gSRUZTB0k5Lmdh0IkKrlozoX4UteRf4vt33TGo2qcJz7I/bz9B9Q2lr3ZYtvbagoaZBWl4a/Xb140zyGUY3Gs1S36WVJkoAxKQCP/0E8+aJ8Ttdu4qix+PN8Sv89hsMGSKmKHuTaePpCTjbEzT0IedTGDVPjAW6dk08tns3+KEr3OkJRS/gmIBwvhaz6iQxv5WSOk+bctkzmsPyHEY8g/Z6sKe2Ljqey0lSG0Yrj3zUc7M44ToJy6N7oGZNnj4VY2uSk+Hglhxaz23NHJPbfOutZHgdF0I1rqNmHQQeP8DVsfBwA+jbktJ0K76/TUNXU4/IQZGYVqm4/k4pDx6ImbTT08HUFI4fr9z7L7fSMpr/PMuXL6/etWvXrI+ZrvrvRCaToan5Di6cf4EbN27Efsz+ZTLZex9z/PjxKpGRkdXu3LkTo6urK6SlpWlIpdLyFXM/Ah873XlF/B3XuTJatmxZWFpD6uTJkwb6+vqKDh06FABMnz69wqK9H4uxY8c+/+6772pu3bo1+e8878fif8rSo0KFChX/ywiCwKyTs/CP8EeqkDK52WSOBx8vJ3hkChkzj8+kw8YOVNWpypURV/i02adw+TKfGJ5jvX0Bc1rNYab3zArPcyb5DH129sGjlgd7++5FR0OHUw9P4RHqwbUn19jYYyNr/Ne8WfAArFsHU6dC06aiENm3782Cp6QEpkyBbt3A2lq0BlUmeB5uhFO+oGcJqaNEwVOjhhjxLwiwdjaMy4SrwyFXB2YJKCM0mWD/lPmtlLQptuKh92WOK7MZkS7QVhf2NemGTq8nPNEcTLsG6RTmyDja7gfsLm2EmjV58kTMpfDoERyOyKb11y352uSOKHjMbflZ+y5qjp9CzQ6idSdpM7h8QWab3+l05BvypHkcGXQEq2pWb1y2pCRxyV68EJfh2rXKBc+LF6LV6d/K9u3bTfr06ZMN4ltrT09PB19f33rW1tYuXbt2tVYqlQDs27fPwMnJydne3t45MDDQqqioqNwDdVxcnJa1tbVLz549rezt7Z19fX3r5eXlqe3bt8+gQ4cONqXt9uzZY9ixY0cbuVxOr169rOzs7Fzs7e2dv/nmmxogWiCGDRtWx8PDw9HOzs7l1KlTegCnTp3S8/DwcHRycnL28PBwvHXrljaIVhE/P796bdu2tfXx8bFPTk7WbNy4sYOjo6OznZ2dy5EjR/QBdu/ebdigQQNHZ2dnJz8/v3o5OTl/6hlLT0/P423rdfbsWb0mTZo4uLi4OHl7e9slJydrAixZsqR6/fr1nRwcHJw7depkk5eXpwbi2/sRI0bUbtq0qf24ceNqv++YUlNTNY2NjeW6uroCQK1ateRWVlYyePu1W7hwoemYMWPKzhkSEmIyePDgOgCrVq0ydnV1dXJ0dHQeMGBA3VKLoJ6ensekSZPM3dzcHE+cOFGpSfRlq8S7rp2FhYXr2LFjLVxdXZ1cXV2doqOjtStao7t372r7+PjYubi4ODVq1Mjhxo0bOiAW1ezQoYONg4ODs4ODg3OpJebrr782s7Ozc7Gzs3OZO3duDRDv2Xr16rn069evrq2trUuLFi3s8vPzJaXX0MHBwblBgwaOP/74Y43SORw4cMCgTZs2tnFxcVrh4eGma9asMXN0dHQ+cuSI/svWuAsXLui6u7s72tvbO3fo0MHmxYsX6iDe36Xzs7Kyql96f8rlckaPHl27fv36Tvb29s6LFi2qDqBUKgkODra0sbFxad26tW16enqZwvT19c0/e/as4Z8Ryv9GVKJHhQoVKv4LyJXm0nFjR747+x1qEjU2dN/Aj51+RCJ59dkwMTORFmEtWHh+ISMbjuT6qOu413RHEASmbA5idROY3mQSc1rNqfA8N9JuEBARQN2qdTk88DBVtKrw/dnvab+xPUa6RlwZcYVBboPePuDbt8UioO3bi4kIGjV6c/uHD8HHR7QMTZgAFy6AjU35doIgZme7GAw1fOBeIEz4GrS14flzqFkNDg+CKt9BbgwkdYBhj5A9gsGDDVnpKTBBX4vjLklsz4chz6F1FU1+67sL3dZ7yXiiTkeXxzzL1eXwwM24HV0MenqkpoqCJzUVjkRk0XJWS742vctcbwXDatbhZ70E1JwmQ3YMXAoGfRvwi6LQ+Uv8twfyIOsB+/rtw82sEne+P0hOFpcqPV3Uh9euQZ06Fbd9/Fj0AIyJefvlYNiwOnh6OnzQf8OGVTIykeLiYklKSoq2g4NDSem2e/fu6a5cuTIlISHh7qNHj7SPHTumX1hYKBk9erT1tm3bEuPj42PkcjmLFi2q0BSWlJSkM2bMmBfx8fExBgYGykWLFpkGBATkJSQk6Dx58kQDICwszGTIkCHpFy9e1EtLS9O8f//+3fj4+Jjx48dnlPZTWFioduPGjdiQkJDkUaNGWQO4u7sXX7lyJfbevXsxc+bMSZ0+fXrZg3pUVJR+RETEw0uXLsWHhYUZt2vXLic2Njbm3r17d5s2bVqYlpamMX/+/FpnzpyJj4mJudewYcPCb7/9tpzr2vtS0XpJpVLJxIkTLfft25d49+7de4MHD06fNm2aBcDAgQOzoqOj78XFxcU4ODgUhYSEVC/tKzExUef8+fPxa9eufe9inN27d8998uSJlpWVVf1BgwZZHjx4UP+PdXzrtQsKCso6dOhQtdLfd+7caTxgwICsqKgonZ07dxpfu3YtNjY2NkZNTU1Ys2aNCUBRUZFa/fr1i27fvh3bqVOn/A+1dqX7DA0NFXfu3Lk3evTo5xMmTCi7j19eoxEjRtRdtWrVo7t3795btGjR47Fjx1oCjBkzxtLHxycvLi4u5u7duzENGzYsPnv2rN6WLVtMrl+/fu/atWv3wsPDTc+fP68L8OjRI52JEyc+T0hIuFu1alVFeHi4EcDw4cOtfvzxx0c3b96s0LLn4OBQEhwc/GLMmDHPYmNjY3x9fV9ZhyFDhljPnz//cXx8fIyLi0vRjBkzzEv3yeVyyZ07d+4tXLgwZe7cueYAS5curV61alVFdHT0vVu3bt3bsGGDaWxsrNbGjRurJSQkaMfFxd399ddfk6OiosrWSV1dnbp16xZfunTpf8JN8X/D3qxChQoV/8PEvIih06ZOPM59TBXNKhwLOoZXHa9y7Tbe2si4Q+PQUNNgZ+DOsvTTgiDw5a5xLK2ewER5Yxb4lRdLAPcz7uO72Zeq2lU5FnQMNYkaAREBHLp/iH71+7E2YO1b41AAyMuDwECoVg02bQJ19Te337MHhg4Vf965E3qVT5sNgFIO18ZDws9gNRAirWDuH+JNKoV+daG3FF6Eg/Uw+DYeDh+jWFudPnPs2F8Sy3cm8LlRCRuztBiaUYKPkRn7h11HT9+C3JjH+DbOJqHIlsNTjtN0yQRAzJbdpo2oqSIjMmk+w4evzeNFwVPDjLX6KajV6QH314BEHRotB7uxyAQlfbb14HLqZXYE7qCVVas3LkNyMri7izke2raFgwdBpxJjWkKCqCczMyEyUkx28G/j6dOnGgYGBq8E87i6uhbY2NjIAFxcXAoTExO1DA0NFbVr15a6ublJAYYMGZKxcuXKGsDz1/usWbNmSceOHQsAgoKCMkJCQmqoqak969OnT8batWuNx48fnxEVFaW/e/fuh9nZ2eopKSnagwcPrhMQEJDTo0ePMkfAAQMGZAL4+fnl5+fnq6Wnp6tnZ2er9e3b1zopKUlHIpEIMpms7EPi4+OTa2ZmpgBo1qxZwejRo61kMpla7969s5o3b14UERFhkJiYqOPp6ekIIJPJJI0aNfpTD+tvWy9jY2P5/fv3ddu2bWsP4pt6U1NTGcD169d1Z8+ebZGXl6deUFCg3qpVq7Ig5549e77RzVAikVRYrV4ikQhVq1ZVRkdHxxw5csTgxIkTBoMHD7aZPXv24yZNmhS+7dqZm5vL69SpIz1x4kQVFxeX4gcPHuh06NAhf8GCBabR0dF67u7uTgDFxcVqNWrUkIP4sD1kyJCsD712pfsGDx6cCTBy5MjMWbNmlYme0jXKyclRu3Hjhn5gYGDZm5eSkhIJwIULFwx27tz5EEBDQwMTExPF77//rt+5c+dsQ0NDJUCXLl2yTp06ZRAYGJhtYWEhbd68eRGAh4dHYVJSknZGRoZ6Xl6eepcuXfIBhg0blnHy5Mmq7zq3148fOXJkRmBgYL3S/YGBgVkAzZs3L/jss8+0AI4fP24YGxur99tvvxkB5OXlqcfExOicPn3aoE+fPpkaGhpYWVnJvLy88l4+V/Xq1eUpKSn/jK/fB0YlelSoUKHiX8yOuzsI2hOEVCGlbtW6nBp8Cmsj61fa5EpzGXdwHJvvbMbH0odNPTdhWfU/Mcrzzszj+7trGB2lxtLV+yoUPKm5qXTY2AGloORY0DHS8tPos6MPT/KesLLzSsY2HlvhceUQBLGOTkICnDwJZm942S2VwvTpYlHSxo3F+J169SpuK8uH8/3gyUFwngkrX8Av34n7zIEZZlA9GfQaQrVvoOuXkJ5OrqMF3UYrOJ0TyypT6K9Zle15eQzLKKFFTRcODL1EFS19Cs9HEdBWys2SxuyZG02br8QCrcnJouDJyIBjEek0nebD13US+KaFnKHVjVlb9QVqVerC4z1g0RUar4AqdRAEgdH7R3Lw/kFWd1ldrpjr6zx4IAqe/HxRL0ZEVK4Vb9+Gjh1BoYBTp95uRAMgLCzlHVp9UKpUqaIsKSl5xaNEW1u77MFaXV0duVwuEYQKn7VJSEjQ9Pf3twMYNmzYi27duuW8fg+W/j527NiMLl262Oro6AgBAQFZmpqamJqaKqKjo2P27NljuGrVqhrbtm0z3rFjR9LLx73cz4wZMyxatWqVd+zYscS4uDittm3blhWC0tPTU5b+7Ofnl3/mzJm4Xbt2VR0yZIj1xIkTnxkbG8u9vb1z9+/f//BPLVYlVLJeEltb26KKLASjRo2y3rlzZ4KXl1dRSEiIyenTpw1K9+nr6ytfb/8yJiYm8rS0tFd8ZQsKCtSrV6+uAPEB39/fP8/f3z/Pzc2taOPGjSaNGzcufJd59O7dOysiIsLI0dGx2M/PL0tNTQ1BECSBgYEZK1euTH29vZaWlvJd4ng0NDQEhUIBiOLvZaFa0dqV/q6m9p/b8mWxV7pGCoUCAwMDeWxs7LvYUansHv5jLi+PQygqKlITBOHd/p7+SXR0dAQQr5lCoZD8MUbJkiVLHvXq1euVKMADBw5UfdNYpFKp2sv3/38zKvc2FSpUqPgXIlfKmRo5lT47+yBVSPGx9OHWmFvlBM/lx5fxCPVga/RW5raey6nBp14RPD+c/4HZv89m8B01VpkOQWJu/vqpyCzKpOOmjmQUZXB4wGGOPTiGd5g3AOeHnWdck3Hv/gX988/iE/vcuW82Pzx4AC1aiILn00/h3LnKBU/RMzjRGtIOg8dy+OQs/LIOdCXQF/hBHWpJwXkx7PGA9qMhO530T21oNySNczlPWV9dnW5CLU4JOQx6JtCsdlMODrmIvpY+JTt/o1fLdM6WNGXjD0/x/0qMO0pKEl3asrLg+JbnNJ3Sgq/rJIqCx9iAX4xyUEMAZQl474SWe6GK+NL4y5Nfsv7meua0mlNpdrxS4uKgfn1R8IwbJ2q/ygTPxYvismpoiMnp3knw/EOYmpoqFAqFpLCw8I03T4MGDYpTU1O1SmMrwsPDTXx8fPJsbW1lsbGxMbGxsTGlAdxpaWlax48frwKwZcsW4+bNm+cDWFlZyczMzGRLliypNXLkyPQ/2mooFAqGDBmSPW/evNQ7d+6UuehEREQYAURGRuobGBgoTExMFLm5ueq1a9cuAQgNDa1OJcTHx2tZWFjIpk6dmj5o0KD0qKgovdatWxdcu3ZNv3QOeXl5ardv39YGGD9+vEV4eHi1P72Qr+Hm5lacmZmpUboOUqlUcu3aNR0Q3fYsLS1lUqlUsnXrVuP36bddu3b5kZGRVbOystQANmzYUM3R0bFQQ0ODW7duab+cxevGjRu6tWvXLqns2r3e96BBg7KOHDlitGPHDuNSK5uvr2/ugQMHjFJTUzUAnj17ph4fH19hud3K1rBu3bol169f1wPYvHlztZeFzZsIDw83Bli3bp2Rh4dHwev7jY2NlbVr1y4JCwszAlFQXbx4URegRYsWeaUufHK5nMzMTLW2bdvmHzp0qFpeXp5abm6u2qFDh4zatGlTbh1KqV69ukJfX18RGRmpD/Drr79WeK0MDAwUeXl55f4amJiYKAwNDRWl8Trr1q0z8fLyeqNlsUOHDjmrV682LU1Acfv2be3c3Fy1Vq1a5e3YscNYLpeTnJyseenSJYOXj3v48KG2h4dH8Zv6/m9BZelRoUKFin8ZzwueE7g9kDOPzgAwwmMEq7qseqWmi0KpKBM0FgYWnBl6huZ1mr/ST8jlEGYcn0E/wYV1u++idndauXPll+TTeXNnEjMT2dVnF4svLmbb3W10setCeI9wjHXf47npxg1RwHTqBJ9/Xnm7nTth+HCx8MyePdC9e+Vtc+PglB8UPwOrEGg9V/Qza6oGA5VgAlgHQbIXdPoKMp5DG3jcX4eO6Yk8lMIa/ZoMNHxB+ItiRqWr41nbk0ODjmCgpY980U8MnF6bI3Rl7ZJc+k0RRcuDB6KFJy8Pjm9+RqNPvfnG+hHftJAxtJo2vxjni4LHdjQ0WABa1V5Z9+/Pfc/oRqMrjZ0q5eZNsaSQVApffSVqxco4dkxcKnNz8Wcrqzd2/a+gZcuWOUePHtXv3r17pQ+Aenp6wpo1a5ICAwNtFAoF7u7uhdOmTaswS1W9evWKw8LCTMaNG1fX2tpa+nK7fv36ZaxcuVKjUaNGxQBJSUmaw4cPt1IqlRKAuXPnlsWyGBkZKTw8PBzz8/PVf/7554cAM2bMeDpixAjrkJCQmj4+PpXmxIuMjDQICQmpqaGhIejp6Sk2b9780NzcXB4aGprUr1+/eqVuUHPmzEl1c3OTxsTE6Pbo0SO7or5++umnWqGhoWXm0GfPnt2u7Lyl6OjoCFu3bk2cOHGiZV5enrpCoZCMHTv2WePGjYtnzpz5xNPT08nCwqLEycmpMD8/v1Lf0p07d5pERkZWK/39woUL90aOHPm8WbNmjhKJBBMTE1lYWFgSQG5urvrEiRMtc3Nz1dXV1QUrKyvphg0bkt/12pmamirs7OyK7t+/r9umTZtCgEaNGhXPmjUrtV27dvZKpRJNTU0hJCTkkb29fcnrx1e2hhMmTHjh7+9v6+rq6tSyZctcXV3dd7JISKVSiZubm6NSqZRs3br1QUVtIiIiHowcObLuwoULa8nlckmPHj0yvby8ilavXv1oyJAhde3t7aurqamxYsWK5Pbt2xcMGDAgo2HDhk4AQUFBL1q0aFEUFxdXoYgDWLduXdKIESOsdHV1lW3btq3wfuvVq1d27969bQ4fPlxt6dKlj17et379+odjx46tO3HiRDVLS0tpRERE0pvmPHny5PSkpCRtV1dXJ0EQJMbGxrJDhw4lBgUFZZ84ccLQwcHBxdrautjT07Pss5qSkqKhra0t1K1b938ik0GlZuX/Zho3bixcu3btnx6GChUqVLw3lx5foue2njzNf4qAwJKOS5jcbPIrlpbU3FSC9gRxKukUfV36ssZ/DdV0qr3Sz8/Xf2b0gdH0sOvKtknn0PTyFrOnvYRULiUgIoATD0/wY8cfWX1tNfcz7/Nd2++Y3mI6apL3cAbIzRXNDkVFovgxrSAOvbgYpk2DlSvFWjrbtr35yf3FeTjdVYyTSe0PU1ZCdQUMkYCbAFq2YP89zAyDyMPgawDt87hvBB1SIVMJYQY16F3jOZMut2WF8VkaWXhwdNBRqmpUQfnJREaENmY9w1jyfQlTZorPJwkJouApLITjG9PwmODNN7aP+bp5CUMM1VhXQ4mavjV4hUMN71eGvDV6KwN2DaCHUw+2996Oulrl8UznzomxOzKZWI5o6tTKl2LPHujXDxwdxRiemjVf3S+RSK4LgtD45W23bt1Kcnd3T6+814/P+fPndRctWlRz7969f9ntKy4uTsvf39/u/v37dyvaHxwcbOnh4VE4efLkN87Z09PTYfHixSmlaYE/Nt7e3nbnzp27/3ec63+VD7mGFhYWrteuXbtXq1YtVfGot/DNN9/UMDQ0VL7tM/Vv4tatW9Xd3d2tKtqnsvSoUKFCxb8AQRAIvR7KhMMTEAQBbQ1ttvbaSjfHbq+02xe7j+G/DadIXsS6rusY2mBoOdezDTc3MObAGDrbdWZrZls0X/wGn332ShuFUkHQniCOPTjGCI8RfH7icwy1DTkRfILWVq3fd/AwYoSYge333ysWPAkJYvrpGzfEtNTffw9alb4EhUe74MJA0KoFYdXhaAh0BwIApQTqfgkX9WFIMDRRQIgOGOVxq1CDTo/lKCTqHDcXsCjSoEn4HG56fY+HuTuRgyKpWiJB6ObP5KN+rGcYc2YLZYInPl4UIlIpnNyYivt4b+bap4mCxwB+qaEU01I3WAjqr9bsO/7gOMF7gvGp68PmnpvfKHgOHBAzcyuVokfgyDdUl/v1V9Ew1rSpmNzAyKjytv82WrRoUXT16tXcj11rxcXFxUlXV1cZGhr6t8cuvQ2V4PnrqNbwn6FatWqKcePGZby95X8HKkuPChUqVPzDFMmKGHdoHL/e/BV1iTqmVUw5OOAgDWs1fKXNtKPTWHVtFQ1rNWRLzy04VHco19e26G0M2D2AttZt2d9nLzrObmL9mgsX4A9xJAgCYw+OJfR6KE0tmnI59TKt6rYiolcEtQxqvf8EVq6ETz6BBQtgxozy+7dvF0WRhgZs2AABAW/uL3YpRE0BhTV89gzqFImubDWAh7WgaQh8Ng80b8EQA6iWB5lwQUedLmkK9NXVOWau4NKlwXxyrgvSwEG41arP8aDjGL3IA39/Zkf34VthFpMnw5Il4tLExoqCRy6HkxtSqD/Gm7mNnjLHvYTBBrDOXBf1NkfArGW5IUelRdHq11ZYV7PmzNAz5SxvLxMeLtZeLf150BsygC9bBpMmiZna9uwB/UqS5/1bLT0qVKhQ8XeisvSoUKFCxb+UpOwkem3vRVRaFBIkuJi6cHDgQWob/qd+YPTzaPrv6k/082imek3lu7bfoa2hXa6vPff2MHD3QFrUaSEWFd13SAxOWbSoTPAAzDo5i9DroZhVMeNy6mU+9/6cuW3moqH2J74Srl8XLTedO5ezJiEIMHEirFghBq5s2waWlhX3AyAoIWoqxC2FR2aw/AEM04L6SngM3OgMRVYwMxAGaIAFUAA8hMga0OOJktoasN3YhKnLwjiUp4lGUFfq13TmWNAxjO4mQkAAi7OH860wi+HD/yN4YmJEwQPwe/gjnMe24NuAp8wxlYuCx6Ye6r5XQNuk3LATMhPw2+yHia4JRwYdeaPgWbxYXCaJRNSCvXtXshSCGN/z9dfQsyds2SKWIlKhQoUKFX+O/ynRI5FIAoAAW1vbf3ooKlSoUPFWjiYepf+u/uSXiEl3uth3IaJXRFktHEEQWH1tNVOPTqWqdlWODDxCJ9tOFfZ16P4h+u7sSxOLJhwccJAqmnqi2LG1Ff2o/uDHiz8y/9x8tNS1KFGUsL//fvzt/f/cBLKzxfzKNWqIFhy112KAli4VBc+nn4pj0XxDqQdFMVwIgpSdcFoLstJhvgQUJbAFqDkYHuyHNodgCqBbB2I0oXo8O0zUGJimxEVLYJaiD22mriG75nU0gwNwNnPkeNBxjI+choED+VlvEp8Vz6NPHwgNFcVHdDS0aycO/9T6JBznejJvZDqzZQLBBrDOrQ3qrQ+ARvn6fE/zn9JpUycUSgWRgyIxNyifHQ9EETN1qlh7VU0Ndu9+5bK8glIp6shly0SL0Nq1opFMhQoVKlT8ef6nUlYLgrBfEIRRVau+c30nFSpUqPjbUQpKvjvzHb6bfJEpZJQoSpjUdBJ7++4tEzzphen02NaD8YfG08aqDbfG3KpU8Jx4cIKe23riaubK4YGHMdA2EPMZX70qPmn/kf94XdQ6ph4Vo+XdargRNTrqzwseQRADTVJSRAtO9dcy/F6+LNbg6dZNfNJ/k+CRZkJka1HwnADcge4KuC7AF5qg4wi1N8CITHCoCQ1+gngFWMfzi1ybfs+UeOpqEpAaQe9Z28g2u4FmcFcca9hxPOgYJqvWQ69eRJhPZUzmd3TuDBs3isty+7aYtEBDA86su4Xjfhfm9X/BV38InjDPvqJLWwWCJ1eaS+fNnXma/5SDAw5W6G4IYqKCgQP/I3j27q1c8Mjl4rIuWyZqxXXrVIJHhQoVKj4Eqj+lKlSoUPE3klOcw+C9g9kXtw8jHSOyi7NZ2Xkl45qMK2tz6uEpBu0ZRHphOj91+omJTSdWmkntTPIZAiICsDex5+igo/9xrVq0SEwoMHgwAGFRYYzYPwKA0Y1Gs8x3WYUucu/M8uWiuWLRImj+aqpsMjOhb1+wsID1619xrStH/kM44AMlqZAEtAMyJbAAQAtGycExFuSG0PA70LWEY33BvJjFGVp8limlk4k5xuev8O1WC6h7Go1gf+xN63Gi/xGqT/0KQkP5rcUCgi5Np2VLCTt3ijkUbt4UY2V0dODKyjWYJ43nO0clX2VCkAGEeY9BvclKqGDtpXIpPbb14M7zO+zvv5+mtZtWPL186NEDjh//T4buykKapFIYMEBc1q+/htmz37x0KlSoUKHi3fmfsvSoUKFCxb+Z6OfRNFnbhAPxBzDUNkSmkHFo4KEywSNTyPjixBe0C2+HgZYBl4ZfYlKzSZUKnkuPL9FlSxfqVqvLsaBjmOj9EW9y966Y5uuTT0BXlyUXljB8/3DUJGqEdQ1jjf+avyZ4rlwRU08HBJTPsywIMHQoPHkiBq28KdXYo99hhzMUpYIA2GnDCRNYLgV/CcwsgboaUHcW9H0IOTFwvhuCrJgvsuCzzBICrbzRPP6QiK0WYHkWjSGdsTO14kT3PZj2HQqhoZzo/wt9rk2nUSMJ+/eDri5ERYkubdZmT4j9yRfzgrF8ly0w6w/Bs77dLNSbrKpQ8CgFJcF7gzn58CRhXcPwtfWtcHrPn0PLlv8RPLt3Q9euFS9FQYG4nLt3i16Bc+b8bwie/Px8SZMmTRzkclV24NeZMmWK+ezZs81e3+7h4eH4sc8dEhJiYmRk5O7o6OhsY2PjsmTJkjJT7fbt2w3r16/vVK9ePRdra2uXUaNGlQUYrlq1ytje3t7Z1tbWxcHBwblv375109PT1QEiIiKqOjk5OTs4ODjb2Ni4LFq0qNICr1D5/D8kBw4cMGjTpo0tiHMODg5+JaiwojFYWFi4pqWlaQCoq6s3cnR0dLazs3Px8/Orl5eX948/N3t6ejqcOXNGD6BVq1a26enp6unp6eoLFiwoS5uZlJSk6evrW0m15w/HqFGjav/2228Gb2/57+Afv3gqVKhQ8f+BbdHbaPpLU9IL09FQ06CaTjUuDL9Q9sD8IOsBPut9+P7c9wz3GM71UdfxqOVRaX9RaVH4bvLFrIoZJ4JPYKb/0vf24sWgq4ty7BjGHhzLtGPT0FLX4tzQcwz1GPrXJpKVJaaeNjcXcym//mS+dCn89hv88INYi6cyDn8Pp9qAejFoA7V84WddMMqAOYAVwAAIzgQHf4hsBomrUebAeCl8nwXDXQeTt+13DuzTgjrnUR/sh031OpxsuwGzjj3g5Ekufv4b3X4bjp2dhMOHwcAArl2D9u2VjGm3hstfOqBfGMn8y1rMkgmi4PH7CXX3bytUHYIgMOnIJLbf3c6iDosIcg+qcHoJCWLuhlu3RMGzY0flLm1ZWdChA5w4IRrGPv30rVfhv4bly5dX79q1a9bHTFf9dyKTffwajTdu3Ij9mP2XziEgICArNjY25syZM3Hz5s2zSElJ0bh69arO1KlTLTdu3PjwwYMHd+Pj4+/Wq1dPCrBz507DlStXmkVGRt5PSEi4e/fu3RgvL6/81NRUDalUKvn000/rHjhw4H5cXFxMdHR0TMeOHSstSPsx5vMx0NbWVsbGxsbcv3//rqamprBkyZJX8vH/02L+9OnTCdWrV1dkZGSor1u3rkbpdisrK9mRI0cqLLr6oZDL5UybNu35woULa7699b8DlehRoUKFio+ITCFjSuQU+u3qh1kVM7KKs3Azc+PyiMu4mrkCsPn2ZhqsaUBcRhzbe29nbde1VNGqUmmfd57docPGDlTTqcbJwSdfDZ5PTYXNm0kf3p9WB3qx5toa9DT1uDP2Dl51vP7aZF624mzbBsbGr+5/OY6nsif3wkL43hsyvwBNQLsm1JsLR4/ByGxwABIaQfeH0Hc9xCyAo16Q+QCZAgYVarI6B6Y2nUHS6vUcOawOtS+iNtiXeqbmnHRbQs02AfD4MbdWnqPz6gBq1YKjR8XhXrkC4wfFcPSzlnzXfSxqccXMP6rHl8YlDDKQsL7bBtSdJlW6BAvOLWD5leVM9ZrKtObTKmxz5Qp4eYnhThIJbN0qZmCriKdPoXVrMQnejh3/SWX9v8L27dtN+vTpkw3iW3dPT08HX1/fetbW1i5du3a1ViqVAOzbt8/AycnJ2d7e3jkwMNCqqKionOKMi4vTsra2dunZs6eVvb29s6+vb728vDy1ffv2GXTo0MGmtN2ePXsMO3bsaCOXy+nVq5eVnZ2di729vfM333xTA8Q35cOGDavj4eHhaGdn53Lq1Ck9gFOnTul5eHg4Ojk5OXt4eDjeunVLG0QLgZ+fX722bdva+vj42CcnJ2s2btzYodQCcOTIEX2A3bt3GzZo0MDR2dnZyc/Pr15OTs6fesbS09PzeNt6nT17Vq9JkyYOLi4uTt7e3nbJycmaAEuWLKlev359JwcHB+dOnTrZlFomevXqZTVixIjaTZs2tR83blztl89nYWEht7S0lCYkJGjNnz+/5tSpU9M8PDyKATQ1NZk5c+YLgO+//77WggULHltbW8sANDQ0mDRpUoa7u7s0OztbTS6XS8zMzOQAurq6gru7uxQgPj5ey8vLy97e3t7Zy8vL/v79+68U6IqKitJxdXV1evk629vbO79pnp6eng6ffPKJRZMmTRzmzZv3Ua1FpXh7e+cnJCRoHzhwwKBp06b2AQEB1g4ODi5yuZzRo0fXrl+/vpO9vb3zyxauWbNmmdnb2zs7ODg4jxs3zgLgwoULuu7u7o729vbOHTp0sHnx4oV66ZzGjh1r4erq6mRlZVW/9L7Kz8+X+Pv717O3t3fu0qVLveLi4rLPRqlVaurUqbVTUlK0HR0dnUePHl07Li5Oy87OzgWgsLBQ0rt3byt7e3tnJycn5/379xuAeF937NjRxsfHx65u3br1x4wZU3ZfVHYvW1hYuE6bNq1Wo0aNHMLCwozs7e1LsrOzNR49evRf8Vbjv2KQKlSoUPHfyLP8Z/Td2ZfTyaepb1qf6BfR9HbuzYbuG9DT1CNPmsf4Q+PZeHsj3pbebO65Gcuqb0jpDMSmx9IuvB26GrqcCD5Rvn1ICJdqyulZ5wBpj56jr6nPtVHXsDex/+sT+ukn2LdP/L/pazEs7xLHc/EcHO8ENoWiO5vlUHiWAAmzwRE4qA0jd8PIzpB9F442g6wbINWgUFNOnzQjDhZmMbflAk58M4PTpwGLy0iCO2FdvSanTKdh7hsINWsSv/48HYfYoK8vupfVqgWXLkj5feV8zn7xPeqaehBehe+rSPjSNZ9Bhmr82ns36nUqMccAYTfC+OLkFwx0HcgPHX6osM2hQ2IaakEQs7Bt3iwmuKuI5GQxpujJE9EbsX37d7oKf45hw+oQHV0+G8NfoX79QsLCKi0GWlxcLElJSdF2cHAoKd1279493Zs3bz6wsrKSNWrUyPHYsWP6Pj4+BaNHj7Y+evRonJubm7RHjx5WixYtMp09e/bz1/tMSkrSCQ0NTerYsWNBYGCg1aJFi0y//vrrZ5MmTbJ88uSJhrm5uTwsLMxkyJAh6RcvXtRLS0vTvH///l2AUjcsgMLCQrUbN27EHj58WH/UqFHW9+/fv+vu7l585cqVWE1NTfbu3Wswffr02pGRkYkAUVFR+rdv375rZmammDNnjlm7du1yFi5c+FQul5OXl6eWlpamMX/+/FpnzpyJNzQ0VH755Zc1v/32W7PFixen/ZUlrmi9WrduXTBx4kTLgwcPJpibm8vXrl1rNG3aNIsdO3YkDRw4MGvq1KnpABMnTjQPCQmp/uWXXz4HSExM1Dl//ny8hoYGISEhZbnXY2JitFJSUrSdnZ2lcXFxutOnT39W0VgSEhJ0mzdvXljRPjMzM0WHDh2yLS0t3Vq0aJHbuXPnnFGjRmWqq6szZswYywEDBmRMmDAhY+nSpSZjx46tc/z48cTSYxs2bFgsk8kkMTExWs7OziXh4eHG3bt3z5JKpZLK5gmQnZ2tfvXq1bi/sr7vikwmIzIy0rBjx465ALdv365y48aNu46OjiWLFy+uXrVqVUV0dPS9oqIiSZMmTRwDAgJyb9++rXPw4EGj69evxxoYGCifPXumDjBkyBDrn3766VGXLl3yJ02aZD5jxgzzsD8+R3K5XHLnzp1727Ztqzp37lxzX1/f+MWLF9fQ1dVVxsfHx1y+fFm3RYsWzq+Pb8mSJY/9/f11Y2NjY0AUjqX7Fi5cWAMgPj4+5saNGzqdO3e2S0xMjAaIiYnRu3XrVoyurq7S1ta2/rRp055VqVJFeNO9rKOjo7x+/XrZuru6uhaePHlSf8iQIdkf7QJ8IFSiR4UKFSo+ApceX6LX9l5kFWVRv0Z9op9HM7PFTL5r9x1qEjWupl6l/67+PMx+yNetvubLll++tU5OQmYCbTe0RU2ixongE9gY27yyX8jJIeTyMqYNA4k0Cz0NPU4PPV1pVrH3m9AlsfBojx7lrTgvW4DOnSsfx1NSAouHQvUtYANIjMDcG5J/BakAkUBeS9hzFDQ14N4SuPkFSNRBCTkFcgIKLDhX/ISQDqFsmz6K8+cB86tIgjtSx8SU34v7YNF/NHh5kbz8N9r3qI4giIKnbl24c+IMxrdGMbNLHAWandGaco7vm6vxhXMeA6tq8mu/SNRrtql0+vvj9jNq/yg62XQirFtYhXFWYWEwciRUqSImMNi4Efr1q7i/e/dEl7aCAnGMXn/RCPdv5OnTpxoGBgav+P+4uroW2NjYyABcXFwKExMTtQwNDRW1a9eWurm5SQGGDBmSsXLlyhpAOdFTs2bNko4dOxYABAUFZYSEhNRQU1N71qdPn4y1a9cajx8/PiMqKkp/9+7dD7Ozs9VTUlK0Bw8eXCcgICCnR48euaX9DBgwIBPAz88vPz8/Xy09PV09OztbrW/fvtZJSUk6EolEkMlkZcrdx8cn18zMTAHQrFmzgtGjR1vJZDK13r17ZzVv3rwoIiLCIDExUcfT09MRQCaTSRo1apT/V9ewovUyNjaW379/X7dt27b2AEqlElNTUxnA9evXdWfPnm2Rl5enXlBQoN6qVauc0r569uz5ipvh/v37jRwdHfW1tLSUS5cuTS6d37tw5coV3eDgYOuCggK12bNnp44cOTJr27ZtyVeuXHl++PBhg5CQkJrHjx833LVrV9KNGzeqHD58OBFg7Nixmd98803t1/vr3r175qZNm4znz5//dM+ePUbbtm17cPv2be3K5gnQv3//zPde0NeQSCTCm7ZLpVI1R0dHZ4CmTZvmffrpp+nHjx/Xd3NzK3B0dCwBOH78uGFsbKzeb7/9ZgSQl5enHhMTo3Ps2DHDQYMGpRsYGChBFIYZGRnqeXl56l26dMkHGDlyZEZgYGBZ7E1gYGAWQPPmzQs+++wzLYBz587pT5w48fkfYyiyt7evUHhWxoULF/QnTJjwHMDDw6PY3Ny85M6dOzoA3t7euSYmJgoAW1vb4sTERO3MzEz1N93LwcHBWS/3b2pqKk9NTX3FevdvRSV6VKhQoeIDIggCa66t4dMjn1LLoBbmBubEpseyrus6hnkMQykoWXhuIbNOzcLcwJzTQ07jben91n6Ts5NpF96OEkUJvw/5vZyQyZXmMnx5S3a2kVJNQ59CZQmHBh6iYa2Gf31SmZliHE+dOuKTfWVxPD/9VD6OJ+p32N0DnLPF33WtoOgRJB+AowIcAD77FmbNgvwkODsYnp8BDQOQ5/HiIvjWseS27AlhXSJYPb4vV64A5tchqCO1qplw9n5Taq+ZD3378vT79bTvqEteHvz+OzhYZ5O2bzquBWt5rG1Fht5yTIbMYkEXgS/s8xhYTZsNA8+hXr1xpdO/kHKBPjv70LBWQ3b22YmW+qvf74IA330HX30FJibicv36q5imuiKioqBTJzFl9unT4Ob2jtfhr/AGi8zHokqVKsqSkpJX1KG2tnbZQ6a6ujpyuVwiCBU+d5KQkKDp7+9vBzBs2LAX3bp1y5G8du+V/j527NiMLl262Oro6AgBAQFZmpqamJqaKqKjo2P27NljuGrVqhrbtm0zLrUSVNTPjBkzLFq1apV37NixxLi4OK22bduWfcj09PSUpT/7+fnlnzlzJm7Xrl1VhwwZYj1x4sRnxsbGcm9v79z9+/c//FOLVQmVrJfE1ta26ObNm+Vif0aNGmW9c+fOBC8vr6KQkBCT06dPlwWZ6+vrK19uGxAQkBUeHv7o5W329vbFly9f1vPy8ip6vW9bW9uiCxcu6AUEBOR5enoWxcbGxgQHB1sWFRWVXWNPT88iT0/PolGjRmXa2tq6IuZkfCtBQUFZgYGB9fr165clkUhwdXWVXrlyRbeyeQKUiom/gomJiTwtLe2VD3RBQYF69erVFfCfmJ7Xj3v5fhAEQbJkyZJHvXr1yn25zaFDhwxfv8/eho6OjgCi66BCoSg7+H37eZnKPl8AWlpaL99fgkwmkwiCwJvu5dfXvbi4WKKrq/uXr8XfgSqmR4UKFSo+EEWyIobuG8q4Q+NoYt6EQlkhGUUZHB10lGEew3iS94SOGzsy88RMejj24Obom+8keFJzU2kb3pZcaS7Hgo5Rv0b9V/bffnabxj83Yo/sNraFOuTKC9nRZwetrFr99UkplWLa66dPxWxs1aq9ur80jqd79/IWoEtH4GobcMr+Y4M6FKTAUSVMEiBCAr/uhi+/hMQwOFgf0i8BapBTTMpqCT61zbmneEFEwG8sHy0KHon5DQjqgKm+IRfOWmC5JgK++ILMFVvo0FWXtDQ4dFDA3WgH0t1O1MhbR9jFqWjUCcdk8Jcs6K7kc/s8BhjpsWHwzTcKnrvP7+K/xZ86hnU4OOBgWR2lUhQKGDdOFDzm5pCRIdbWCQ6uuL8zZ8S6QFWqwNmzf5Pg+YcwNTVVKBQKSWFh4Ruf2Bo0aFCcmpqqFR0drQ0QHh5u4uPjk2drayuLjY2NiY2NjZk+ffoLgLS0NK3jx49XAdiyZYtx8+bN80EM3DYzM5MtWbKk1siRI9P/aKuhUCgYMmRI9rx581Lv3LlT5t4XERFhBBAZGalvYGCgMDExUeTm5qrXrl27BCA0NLTSzGPx8fFaFhYWsqlTp6YPGjQoPSoqSq9169YF165d0y+dQ15entrt27e1AcaPH28RHh5e7U8v5Gu4ubkVZ2ZmapSug1QqlVy7dk0HRLc9S0tLmVQqlWzdutX4zT2V5/PPP3/6448/1iodu0Kh4OuvvzYDmD59+tOZM2fWTkxMLCu6VRpfkpOTo3bgwIEygXX58mVdc3PzEgAPD4+CX375xQggNDTUuHHjxuUsYC4uLlI1NTVmz55t3qNHj8y3zfN1wsPDq40fP97ifefbrl27/MjIyKpZWVlqABs2bKjm6OhY+D6JNzp06JCzevVqU6lUKgG4ffu2dm5urpqvr2/uxo0bq5fGVT179kzdxMREYWhoqCiN11m3bp2Jl5fXGy2C3t7e+Zs2bTIGuHr1qk58fHw5N9WqVasqCgoKKnymf/n427dva6elpWm5ubkVV3a+N93LFZGYmKjj7u5eTiT/G1FZelSoUKHiA/Aw6yG9tvfi5tOb9Hbuzf64/dQ2rM2BAQdwrO7I/rj9DN03lCJ5Eb8E/MIwj2Hv9Pbuaf5T2oa35UXBC44HHy+X0e3Xm78y9uBYjAQdvB/BaatiNnTfQFeHSnIjvy9LlsCBAxASAo1fEwelcTy1a5e3ACUlwaEAMTGBBEANrlaB8FzIRDRzHD8KXi5wphuk7gcNfVCUQIwx8ZtzaD/ShBxJPju7HeXzgd7cvg3q5rdQDGpPVe0qXP5Ni7o3LkFYGHm9h+LXHuLj4cT+FLxKxsG5A8QkN+S74wdZOUmO2YB2LOwHn9fOZ4CxIeFD76CuX3kMVUpOCr6bfdHW0CZyUCSmVV5J3ERhoVhXZ98+sLGBxERYu1b09KuIQ4egVy+wsoJjx8Rl+1+nZcuWOUePHtXv3r17pZm89PT0hDVr1iQFBgbaKBQK3N3dC6dNm/aiorb16tUrDgsLMxk3blxda2tr6cvt+vXrl7Fy5UqNRo0aFYOYtnf48OFWSqVSAjB37tzHpW2NjIwUHh4ejvn5+eo///zzQ4AZM2Y8HTFihHVISEhNHx+f3NfPXUpkZKRBSEhITQ0NDUFPT0+xefPmh+bm5vLQ0NCkfv361SspKZEAzJkzJ9XNzU0aExOj26NHj+yK+vrpp59qhYaGlgXiP3v27HZl5y1FR0dH2Lp1a+LEiRMt8/Ly1BUKhWTs2LHPGjduXDxz5swnnp6eThYWFiVOTk6F+fn56m/r72WaNm1atHDhwpT+/fvXKyoqUpNIJLRv3z4HoG/fvjnPnz/X8PPzs1MoFBJDQ0OFo6NjUbdu3XKVSiWLFi0y++STT+rq6Ogo9fT0lOvWrXsIsHr16keDBw+2WrZsWU0TExN5eHh4UkXn7tmzZ+a3335be+HChalvm+frxyYkJGgbGhq+1T1v586dJpGRkdVKf79w4cK9kSNHPm/WrJmjRCLBxMREFhYWVuH4KmPy5MnpSUlJ2q6urk6CIEiMjY1lhw4dSuzdu3duVFSUXoMGDZw0NTWF9u3b56xYsSJ1/fr1D8eOHVt34sSJapaWltKIiIg3nm/atGnP+/XrZ21vb+/s4uJS6OrqWvB6m5o1ayoaNWqUb2dn59K2bducKVOmlLmGTp8+/XlQUFBde3t7Z3V1dUJDQ5N0dXUrNf+86V5+va1UKpUkJSVpt2zZstyY/o1Ualb+b6Zx48bCtWvX/ulhqFCh4v8JkQmR9N/VHwGBrvZdCb8dTos6Ldjbby/6Wvp8dvQzVlxdQYOaDYjoFYFj9Xcrw5FemE7rX1vzMPshkYMiX7EKFcmK+OTQJ4TdDKOtVVtqnr7Olro5/NhxCZO9pnyYiZ0/D61aiXE827e/KmoEQbTuHD4sxvG87NaWkwPjnKHLE/H3F+bw3RPI1RYrcGpri75nFk/g8iiQZYv9aVWHrXrcuJpKp1F6oKXFVv9IJvT2ICYGNCzuIB/YBj11bW5vl2KToYDduylq1obOneH8OQXXI1biqvwShVzJF9u+JfLhRI5+e5UaAzuwMFjCTLN8BpiYsGH4XTR0K0/6lFmUiXeYN6l5qZwZcgb3mu6v7M/IEOvqXLwIrq5w5w6sWQOjR1fc39atEBQkWnaOHBHrxn5IJBLJdUEQXlGlt27dSnJ3d0//sGd6P86fP6+7aNGimnv37v3Lbl9xcXFa/v7+dqWJCV4nODjY0sPDo3Dy5MlvnLOnp6fD4sWLU1q2bPlesRF/Fm9vb7tz587d/zvO9f+Vbt26Wa9evTrF3NxcVRDqbyQ8PLza9evX9ZYtW/bknx5LKbdu3aru7u5uVdE+laVHhQoVKv4kSkHJ/LPzmX1qNvVr1MfW2Jbw2+EMdB3Iuq7rxMQDu9py5/kdJjebzPftvn/noqBZRVl03NiRxKxEDg44+IrguZ9xn8Adgdx6dotZPrOQJsSyqG4OXxr6fzjBk54uWnGsrOCXXyqP41m69FXBU1ICgztDjz++A9M0YMZT0K8K0hzQ14eTB0C2Cs5uBHVdEBRQszfMiOZs9gP8R2pSVc+QbV2OMyTAnvv3QbvOXaT92qGFFlfW52KjVwMuHkRm40hgD8h8cJsnv46keskV0jU74T19Ndom1pz49jzVB3TkhxESZhrn09+0JhuG30NDu1qlUy+UFRIQEcCDrAdEDoosJ3iSksDXFx4+FKd+5QqsWFG54Pn5ZxgzBnx8xCWrWvU9r8V/MS1atCi6evVqrlwu52PW6nFxcXHS1dVVhoaG/u2xS29DJXg+Pvv27fugsVQq3g25XC756quvKsz292/kvSw9EolEDdAXBKFSs++/AZWlR4UKFR+b7OJsgvcEsz9+P4HOgaTlpXEu5RzftP6GWT6z+DnqZyZHTsZQ25AN3TeUFSF9F3KluXTY2IGbT2+yr9++V47dFbOLofuGoqmuyaYem4h+Hs3049MZHaPH6vBMJNrvJqreiFIJXbrAyZOiKaPha8kQLl8Gb2/w94fdu/8jiAQBhg+Der+CNaCQwGQtkGmJ6cyqVoVDP8DTb6DoCSABnRpg9z30/YFD6g/o3QcsjazY1OkY/fzq8OAB6FrGUNS3DWpKNc6FSWnm6AR796IwNmVIUBHOyrlMD1iMuo4RN9WX0qxff5ycJBz/6jQmg3z5YbwaM/QL6W9Wh/Dh99DQrLwGklwpp8e2HhyMP8iOwB30cu71yv6bN8HPD4qKwMNDNFgtWwYTJ1bc3w8/iEnvOneGnTtBV/dPXpO38G+19KhQoULF38mbLD1vTWQgkUi2SCQSQ4lEUgWIAeIkEslnH3iMKlSoUPFfQ/TzaJqsbcLhhMN81fIrbqTd4MqTK2zuuZnxTcbTa0cvxh4cS6u6rbg95vZ7CZ6CkgK6bOlCVFoU23tvLzu2RFHC5COT6b2jN06mTtwYfYO0/DSmH59O32hY2fCrDyN4ABYuFH2wli4tL3hKM7lVFMczfz48/xVKE7D+IECuQgx+qWUC27vAw1EgTQcEsBoADY9B7+/ZpvuAboFynMxc2NbpLL07iIJHzzIWab+2oJSwd30VmnXsBCdOIFQ3ZennJ5jT2JXPuy5A3SaISM17NO07gPr1JZz48iQmgzqx6FMJM/QL6VfThvAR998oeARBYPT+0RyIP8CqLqvKCZ4TJ6BlSzEcyctLFDw//lix4BEE+PxzUfD06wd79nw8waNChQoVKt7Ou2Rvc/7DstMdOARYAkEfc1AvI5FIukskkrUSiWSfRCLp+HedV4UKFSoqYmv0Vpr+0pSCkgKWdVrGyqsryZZmczL4JOYG5rivcedg/EGWdFzCoYGHMNN/92LhRbIium7tyoWUC2zpuYVujmKhzJScFFr/2pqll5cywXMCZ4ee5fqT64zcP5KO+TUJP6aP+pixH2aCZ86I6aP79hV9sl5GEGDIEEhLg23bXq3HExEBq2dBaV2aE0CchnhMo2oQog8vNgNqoFUNWu6D2t9B++6EmibTv2sJzS1b8Gubk/i3NeXRI9CvG49sQFsUCljzqy3+Y/vD5s0IFHB1+RCmNmiPkbEE2p5g37MwAnqb4O4Ox2Ycx3iwH4umSZiuU0Q/Cyc2jriHxltcC2ednEXYzTBmt5zNmMavzn3LFtHCY2kJTZqImvCHH2Dy5PL9KJViRrcFC0SXt02bQOu/ooqFChUqVPzv8i6iR1MikWgiip59giDIEGtp/2kkEkmYRCJ5LpFIol/b7iuRSOIkEkmCRCKZCSAIwl5BEEYCQ4C+f+W8KlSoUPFnkSlkTD4ymf67+tOwVkM+9/6cSZGTqFGlBmeHnOVwwmHabmhLFa0qXBpxiSleUyosYFkZUrmUntt7curhKTZ030CgSyAgJknwCPXgzvM7bO+9nRC/EM49Oke/Xf3wrO7O7hXP0Ro55sMEijx/LpolbGzEQJTX43h++gn274dFi16N4zl7FoYPhtma4rfKCyBcDdQkEKgBn2ZBSarY1qo/dIkBuRu0asUC68eM6SCls11nVjc/gm/rqqSmQlXr+ygGtqZELueL8PaMWjwS5s6F5AgKtzviUW0zR1O/wHjgbXZfaEvv3qJR6thnRzEa3pnFMyVMVy+mX50GbBx2Gw11Td7E8svLmX9uPqMajuLr1l+XbRcEWLxYrLnj5QX168PevfD99/BZBT4PMpmYsGDNGtHKs3q1aBlSoUKFChX/LO8SVRiKWFzqFnBGIpHUBf5qTM+vwAogvHSDRCJRB1YCHYDHwFWJRPKbIAilRaFm/bFfhQoVKv5WnuY/pe/OvpxJPsPEphPR19Rn4pGJtLVuy5IOSxj621AuPb7EsAbDWOa3rFwtl7chU8jou7MvRxKOsDZgLYPcBqFQKvj2zLfMPT0Xlxou7AzciUN1B649uUa3rd2wM7bjYHwTqsjvlK+P82dQKmHQIMjKEjOyGRq+uv/SJfEpvnv3V/254uPFbeN0QT8XlMBcQEsbOhRBAIAEtIyg6c9QuxskJiK0bcNMt+f80FhK//r9mVV/A21bavL8ORjVS0Q+oCWFxXL6bRnPd9taQ2NLOOULT49yJ6kpB1/8zDfL3Ni5C/r3h6ZN4fDEwxiO6sriz9X4rERK37qebAw+j4bam7/qtkVv49Mjn9LdsTuruqwqSyWuVMLUqaKXX+/eonvaxo3w7bcwc2b5foqKRM+/AwdEUVRRGxUqVKhQ8c/w1teQgiCECIJgIQhCZ0HMevAIaPNXTioIwhnESg0v4wkkCILwQBCEEmAr0E0ishA4LAhC1F85rwoVKlS8LxdSLtDo50ZcTb3K+m7reV7wnPnn5jPcYzhD3IfQakMr7r24x7be21jXbd17Cx65Us7A3QPZF7ePFX4rGNFwBC8KXuC72ZdvTn9DsHswl0dcxqG6A7Hpsfht9qO6XnWO+m/DeO0msVDMhyj4Mn++WDwmJATcX81WVmk9nvR0MeGBkxwa/vEubC1QrAceRf+xzVv2Af97ouCJj0fRuiVjPEXBM7bxWL502kQrb1HwGNs8QDKgBblSGV7bFrHxSCCYXYOD9SlJu8Anvy7npzvnmfOTGzt2iILHywuOfHIAwwldWfI5fFZSQl/rFmx6B8Fz4sEJgvYE4W3pzZaeW1BXE80yxcVi30uXihqvalVR8Hz9tej99zq5uaL728GDonVHJXhE8vPzJU2aNHGQy1WZhF9nypQp5rNnzy7n/+rh4fFuOe3/AiEhISZGRkbujo6OzjY2Ni5LliwpK8a6fft2w/r16zvVq1fPxdra2mXUqFFlf2BWrVplbG9v72xra+vi4ODg3Ldv37rp6enqABEREVWdnJycHRwcnG1sbFwWLVpUaYFXqHz+H5IDBw4YtGnTxvZD9mlhYeGalpZW7g/LDz/8YLpixQoTgF69ellZWFi4Ojo6Ojs7OzuVFlj9JwkJCTEJDg62hFfHGhISYpKUlFRmCu/bt2/d69evV1gE9kNx5coV3V69ell9zHNUxHvnj/xD+HyMv14WwMupJh8DTYEJQHugqkQisRUEYU1FB0skklHAKABLy8qLzalQoULFuyAIAquurmJy5GQsq1qyaeAmvjzxJRcfX2Ru67kkZiUSvDeY5nWas7nnZqyqWb33OZSCkmH7hrEjZgeLOyxmvOd4zj86T9+dfUkvTH+liOmjnEd02NgBNYkax4KOYb56m5ggYNq0vz7ZU6dgzhxRQI0Y8fpC/CeO59y5/8TxFBdDt27w/BF8g+j0HA1c0QGrQhgrETdaBkKLLSBRg3v3KOnQlqDWWWy3k/KF9xf0qzEPH28J2dlgavcQ+njyQqrEettGIvfroJESBFk3SCUAr09X4tKkDvs2i2WDgoLEJHIHR+5F/7PeLJkB0/IV9LFpzaYBx94qeKLSouixrQeO1R35rf9v6GqKmQays0Xj1enTYk6HxERYt04UO7Nnl+8nPV0UPDdvwubNolhSIbJ8+fLqXbt2zfqY6ar/TmQyGZqab3aV/KvcuHEj9mP2L5PJAAgICMgKDw9/lJqaqlG/fn2XPn36ZD99+lRj6tSplr/99luCh4dHsUwmY8mSJaYAO3fuNFy5cqVZZGTkfWtra5lcLmfFihUmqampGgYGBspPP/207sWLF+/Z2NjIioqKJPHx8X9LJNvfcU3ehenTp79SUHfevHmPhw4dmrV7927DcePG1Y2Pj495ef/HTuP+Jl4e66ZNm6o3aNCgyMrKSgawbdu25I95bplMhqenZ1FaWprW/fv3tezs7Eo+5vle5t0dzj8+FZUmF/6wNDUSBGFMZYLnj4Y/C4LQWBCExqYfuuqbChUq/l9RKCtk8N7BfHL4EzrZdmJTz00M3zecm09vsrD9QsJvh7Px9kZmt5zN6SGn/7TgGb1/NBtvb+TbNt8yxWsKP178kdYbWqOjocOlEZcY3nA4EomEFwUv6LixI7nSXCIHRWKrVxuWLxeLxbi6/rXJPnsmih07OwgNfbc4HqVSFEIXLsBqc6AEioHVGlBLgOlq4reLSVPwChcFT3Q0he1b0a1TJtvtpCzqsIhAk+/w8REFj5l9Ehq9GpIuk2G2O4KotccwuNsRitK4rrcTq8H7sHKuw65dYg6FoCCxbuqh4bvQn92LH6cKouCxbc/mdxA8iZmJ+G32w0jXiCODjlBNpxoAjx+L9XQuXBAtO8nJYnjTzJliSNHry5OaKmZ0i44WY31UgudVtm/fbtKnT59sEN+6e3p6Ovj6+taztrZ26dq1q7VSqQRg3759Bk5OTs729vbOgYGBVkVFReWeCeLi4rSsra1devbsaWVvb+/s6+tbLy8vT23fvn0GHTp0sCltt2fPHsOOHTvayOVyevXqZWVnZ+dib2/v/M0339QAsTjpsGHD6nh4eDja2dm5nDp1Sg/g1KlTeh4eHo5OTk7OHh4ejrdu3dIG8U24n59fvbZt29r6+PjYJycnazZu3NjB0dHR2c7OzuXIkSP6ALt37zZs0KCBo7Ozs5Ofn1+9nJycP/WMpaen5/G29Tp79qxekyZNHFxcXJy8vb3tkpOTNQGWLFlSvX79+k4ODg7OnTp1ssnLy1MD0fIwYsSI2k2bNrUfN27cK6ZhCwsLuaWlpTQhIUFr/vz5NadOnZrm4eFRDKCpqcnMmTNfAHz//fe1FixY8Nja2loGoKGhwaRJkzLc3d2l2dnZanK5XGJmZiYH0NXVFdzd3aUA8fHxWl5eXvb29vbOXl5e9vfv339FDEVFRem4uro6vXyd7e3tnd80T09PT4dPPvnEokmTJg7z5s17J2tRZddXLpczatSo2vb29s729vbO3333XQ148z05d+5cM1dXVydXV1en6OhobajccuXr65uXkpKi/cdau06bNq1Wo0aNHMLCwowqu2dOnz6t5+Hh4ejg4ODs6urqlJWVpVZYWCjp3bu3lb29vbOTk5Pz/v37DUC8Pzt27Gjj4+NjV7du3fpjxowpu77Lli0zsbKyqt+kSROHCxculLkhlI51/fr1RtHR0XrBwcH1HB0dnfPz8yWenp4OZ86c0QMIDQ01tre3d7azs3MZO3asRenxenp6HhMmTLBwcHBwdnd3d0xJSdEAePLkiUanTp1s6tev71S/fn2no0ePVik9X//+/eu2aNHCrmfPntYAfn5+2Rs2bHgpG87Hp9IPpEQiqfV3DgTRslPnpd9rA/+aCq8qVKj4/8GDrAc0X9ecTbc38U3rb5jgOQHfTb4UygoZ0XAEX578Eqlcyu+Df+ebNt+89eG6IgRB4NPDn/LLjV/40udLJnhOoNf2Xkw9OpUA+wCuj7pOg5oNAMiT5uG32Y/knGQO9D8gbt+4URQrFUXSvw8KhSh4cnJgxw6xcOjLVBbHM2uWqDxWdUAM+QSWSsDMBKbKQFuAKpbQ6gCo68CtW2R3akXHrjkcrStnbcBaWmtNo2VL0S2slkMSmt3q81yQ0eLK1zycN5pqL5aBzUjOVbuHd/9eNGgg4cAB0cIzeDC0bQsHgrdT5ftAfvxUYGqukkA7Xzb3P/zWa/Is/xmdNnVCoVQQOSgScwNzAO7eFV3lkpNFN7UrV2DVKnGZ588vL3gSEkRL0+PHYja3Ll3+0tX4uAwbVgdPT4cP+m/YsDpvOmVxcbEkJSVF28HBoexN7r1793RXrlyZkpCQcPfRo0fax44d0y8sLJSMHj3aetu2bYnx8fExcrmcRYsWVfj2MikpSWfMmDEv4uPjYwwMDJSLFi0yDQgIyEtISNB58uSJBkBYWJjJkCFD0i9evKiXlpamef/+/bvx8fEx48ePzyjtp7CwUO3GjRuxISEhyaNGjbIGcHd3L75y5UrsvXv3YubMmZM6ffr0sofHqKgo/YiIiIeXLl2KDwsLM27Xrl1ObGxszL179+42bdq0MC0tTWP+/Pm1zpw5Ex8TE3OvYcOGhd9+++1fdt2qaL2kUqlk4sSJlvv27Uu8e/fuvcGDB6dPmzbNAmDgwIFZ0dHR9+Li4mIcHByKQkJCylzMEhMTdc6fPx+/du3axy+fIyYmRislJUXb2dlZGhcXp9u0adPCisaSkJCg27x58wr3mZmZKTp06JBtaWnpFhAQYL169WpjhUIBwJgxYywHDBiQER8fH9O3b9+MsWPHvnLfNGzYsFgmk0liYmK0AMLDw427d++e9aZ5AmRnZ6tfvXo17ptvvnmn4piVXd8lS5aYJicna9+9ezcmPj4+ZsSIERlvuycNDQ0Vd+7cuTd69OjnEyZMeOPnYOvWrdXs7OyKSn/X0dFRXr9+PS4gICCvonumuLhYMnDgQJulS5c+iouLizl9+nScvr6+cuHChTUA4uPjY7Zs2fJg1KhRVoWFhRKAmJgYvb179z64d+/e3d9++80oISFBMzk5WXPBggXmFy5ciD179mx8fHx8uaT5Q4cOzapfv35heHj4g9jY2Bh9ff2yRGVJSUmaX3/9tcXvv/8eHxMTc/fGjRtVNm7cWA2gqKhIzcvLKz8uLi7Gy8srf/ny5aYAo0ePrjNlypRn0dHR9/bs2ZM4ZswYq9L+bt++rRcZGZmwf//+hwBNmzYtuHDhgsG7XLsPxZu+GcIkEokR8DtwBDgnCMLHdMq9CthJJBJrIBUx8emA9+lAIpEEAAG2th/UfVOFChX/Tzh8/zADdw9EQODggIM8zn1M582dsTO2w7SKKcuvLKeXUy/WBqzFSPfPvaASBIHpx6az4uoKpnpNpZdTLxr93IjknGSWdFzC5GaTywLpi+XFdNvajZtPb7K331586vqIVpYlS8RUZW3+UnilGJF/8qTou/W6xaiyOJ61a8Uo/ak9oOoecdtxQNMZ+t0FIwloGkCbY6BTHaKieNa1Hb49C7hbA7b12kbt3N60bi9659W2f4BaZxfS1GF2YUu+GjEFqjiC5xmuJPng1w3q1RNFxY4dMHIkdOgAe/tGoBsykJ/GwdRMgUD7Lmzpu/etgidPmkfnLZ1Jy0/jZPBJHKuL4RNnz0LXrqCjI7q1hYeLxrTJk0UXt9cFz5070LGjmK3t5Elo3LiCk/0/5+nTpxoGBgavPDe4uroW2NjYyABcXFwKExMTtQwNDRW1a9eWurm5SQGGDBmSsXLlyhrA89f7rFmzZknHjh0LAIKCgjJCQkJqqKmpPevTp0/G2rVrjcePH58RFRWlv3v37ofZ2dnqKSkp2oMHD64TEBCQ06NHj7IkTAMGDMgE8PPzy8/Pz1dLT09Xz87OVuvbt691UlKSjkQiEWQyWdlV9/HxyTUzM1MANGvWrGD06NFWMplMrXfv3lnNmzcvioiIMEhMTNTx9PR0BJDJZJJGjRrl/9U1rGi9jI2N5ffv39dt27atPYBSqcTU1FQGcP36dd3Zs2db5OXlqRcUFKi3atUqp7Svnj17vuJmuH//fiNHR0d9LS0t5dKlS5NL5/cuXLlyRTc4ONi6oKBAbfbs2akjR47M2rZtW/KVK1eeHz582CAkJKTm8ePHDXft2pV048aNKocPH04EGDt2bOY333xTLgixe/fumZs2bTKeP3/+0z179hht27btwe3bt7UrmydA//79X48NfyOZmZnqFV3fkydPGo4ZM+ZFqYucmZmZ4uLFi7pvuicHDx6cCTBy5MjMWbNmVSh6Zs2aVXvhwoW1jI2NZevWrUsq3R4cHJwF8Pvvv1ep6J65ffu2To0aNWStWrUqBDA2NlYCXLhwQX/ChAnPATw8PIrNzc1L7ty5owPg7e2da2JiogCwtbUtTkxM1H7+/LlGs2bN8szNzeUAPXv2zIyPj3/nWJ1z585Vefn4vn37Zp4+fVo/KCgoW1NTU+jXr18OQKNGjQqOHz9uCHD+/HnD+/fvl4mr/Px89aysLDUAX1/f7JdFVa1ateTPnj37W/0SK/12EATBTyKR6ACtgR7AYolE8ghRAB0RBOHRnz2pRCKJ+KPf6hKJ5DEwRxCEdRKJ5BMgElAHwgRBuPs+/QqCsB/Y37hx45F/dmwqVKj4/4dSUDLvzDy+/v1r3Mzc2NlnJ6HXQll8cTGNajUiKTuJ5Jxkfvb/mRENR5SJkj/DnN/nsPjiYsY1GYeDiQNe67yorled3wf/TgvLFmXt5Eo5/Xf151TSKTb22Ii/vb+4Y/9+iIsT6+L8hXFw/LjorxUcDEOHvrqvsjieo0dh7Fjwbw9NTojRnZlAkhe0vghWgEQdWh0EQzuIiyO5Rxs69Ckk1UST/X33UOVpJ9p1EjOd1bVLRM3Xmad6Sn4z06VdtVPg+jU4z+ROjDa+vlCjhphfYdcuseaNry/s6bkRnbBgfhoGUzIg0KErmwN3vlXwSOVSemzrwa2nt9jffz9NazcFxL4HDgQrKzFx3apV/0lgsGRJ+WW+dAk6dwY9PbFgqbPzn78MfxthYSlvb/RhqVKlirKkpOQVjxJtbe2yhx51dXXkcrlEDBUuT0JCgqa/v78dwLBhw15069Yt5/XPXunvY8eOzejSpYutjo6OEBAQkKWpqYmpqakiOjo6Zs+ePYarVq2qsW3bNuMdO3YkvXzcy/3MmDHDolWrVnnHjh1LjIuL02rbtq1D6X49PT1l6c9+fn75Z86cidu1a1fVIUOGWE+cOPGZsbGx3NvbO7f0LfaHopL1ktja2hbdvHmzXOzPqFGjrHfu3Jng5eVVFBISYnL69OmyN+n6+vrKl9uWxvS8vM3e3r748uXLel5eXkW8hq2tbdGFCxf0AgIC8jw9PYtiY2NjgoODLYuKisqusaenZ5Gnp2fRqFGjMm1tbV0pMwW/maCgoKzAwMB6/fr1y5JIJLi6ukqvXLmiW9k8AQwMDJQVba+Myq6vIAhIJJJXbsLK7slS1NT+c1u/fmwppTE9lY1bEAQqumcuX76sW1GfbxqTlpbWy/dJmaD7K99VbzqfhoaGULoGGhoayOVySekx165du/eyuCmlSpUqr1yvoqIiNR0dnfe6hn+VN/qbCoJQLAjCEUEQPhUEoTEwFVEorZBIJFf+7EkFQegvCEItQRA0BUGoLQjCuj+2HxIEwV4QBBtBEL77s/2rUKFCxbuSXZxNt63dmPP7HAa5DeJY0DE+O/YZiy8uxrWGK9fTrlPbsDbXR11nZKORf+lLZP7Z+Xx75lsGuw8mX5rPqAOjaFm3JTdG33hF8AiCwOj9o9kbu5dlvssY5DboP5388IP4dN6795+fdFqa+JTv5CQ+4b9LHM+dO+I5XZxhTC4ocsXkBacagMVFaIwYmekVDjW8ITOTB/198QnM54WpHseCj6P9uBMdOoiCp169ONQ7O/DMSMYxKzmWSnfUutwC1zncf6BNhw6iqDh+XIyVGT1adB/b2/1XdHYGs7S/KHh6O3Zjc+BONN9Sh0cpKBm8dzAnHp4grFsYfnZ+AKxYAYGBouHs3DkxfmfxYhg/XhQ+ry/NiRPQvj0YG4vt/ysEzz+EqampQqFQSEpdcCqjQYMGxampqVqlsRHh4eEmPj4+eba2trLY2NiY2NjYmNLA67S0NK3STFhbtmwxbt68eT6AlZWVzMzMTLZkyZJaI0eOTP+jrYZCoWDIkCHZ8+bNS71z545e6TkjIiKMACIjI/UNDAwUJiYmitzcXPXatWuXAISGhlaaeSw+Pl7LwsJCNnXq1PRBgwalR0VF6bVu3brg2rVr+qVzyMvLU7t9+7Y2wPjx4y3Cw8Or/emFfA03N7fizMxMjdJ1kEqlkmvXrumA6LZnaWkpk0qlkq1btxq/b9+ff/750x9//LFW6dgVCgVff/21GcD06dOfzpw5s3ZiYmLZh624uFgCkJOTo3bgwIEygXX58mVdc3PzEgAPD4+CX375xQjEGJHGjRuXs4C5uLhI1dTUmD17tnmPHj0y3zbP1wkPD682fvx4i4r2lVLZ9W3fvn3umjVrTEsTPDx79ky9snvypfMZA6xbt87Iw8Oj4E3nrYzK7hl3d/fiZ8+eaZ0+fVoPICsrS00mk+Ht7Z2/adMmY4Dbt29rp6Wlabm5uRVX1n/Lli0LLl26ZPD06VN1qVQq2bNnT4XuCfr6+oqcnJxy1cRatmxZcPnyZYO0tDQNuVzOjh07jFu3bv1G66W3t3duqRsewIULF8q51JUSExOj7eDgUE5cf0zeyxldEISHwCpglUQiUdWXVqFCxX81t5/dpue2niTnJLPCbwXdHbvjt9mPqLQozA3MufP8Dp82/ZQF7Rego/HXMnj+ePFHvjz5JV3tu3LtyTViXsQwp9Ucvmr5VVma5FJmHJ9B2M0wZreczcSmL8XSXLgg/lu2DP5s1h+5XIy2z88Xs7ZVeS2TakVxPE+eiIrDwACWt4PHS8Xt502h5A6U6i+3eWLxUZmM5IH+tGmdRIGxIaeGnubFnQYEBEBJiYCT1U3kgY1I1RXYYVKFU+d+ZPKKEahVUSMlRRQVCoU4vAMHxGF07QrbO65F++golnaFyenQ26kHW3pte6vgEQSByUcms+3uNn5o/wPB7sEIAnzxBSxYIPa9ZYvotbdgAYwZI7q2vS549uwRa7c6OEBkJNT6uyNf/wtp2bJlztGjR/W7d++eV1kbPT09Yc2aNUmBgYE2CoUCd3f3wmnTpr2oqG29evWKw8LCTMaNG1fX2tpa+nK7fv36ZaxcuVKjUaNGxSDGJAwfPtxKqVRKAObOnVsWy2JkZKTw8PBwzM/PV//5558fAsyYMePpiBEjrENCQmr6+PhUWo8wMjLSICQkpKaGhoagp6en2Lx580Nzc3N5aGhoUr9+/eqVlJRIAObMmZPq5uYmjYmJ0e3Ro0d2RX399NNPtUJDQ8tif549e3a7svOWoqOjI2zdujVx4sSJlnl5eeoKhUIyduzYZ40bNy6eOXPmE09PTycLC4sSJyenwvz8/Pcqjdu0adOihQsXpvTv379eUVGRmkQioX379jkAffv2zXn+/LmGn5+fnUKhkBgaGiocHR2LunXrlqtUKlm0aJHZJ598UldHR0epp6enXLdu3UOA1atXPxo8eLDVsmXLapqYmMjDw8OTKjp3z549M7/99tvaCxcuTH3bPF8/NiEhQdvQ0LCce55cLi+zglR2fSdPnvwiPj5e29HR0UVDQ0MYPHjwiy+++OLFm+5JqVQqcXNzc1QqlZKtW7c+eJ81LuVN98zmzZsTJ06caFlcXKymo6OjPHPmTPz06dOfBwUF1bW3t3dWV1cnNDQ0SVdXt1JzTN26dWUzZsx40qxZMydTU1OZm5tboUKhKPcCIjg4OH3ChAl1P/vsM+W1a9fuvXz87NmzU1u1amUvCIKkXbt2OYMGDcp+05x+/vnnlBEjRlja29s7KxQKSdOmTfOaN29eoWfYyZMnDf39/XMq2vexqNSs/N/ISzE9I+/fv/9PD0eFChX/Yi49vkS78HZU1a7Kzj47qaJZhS5buvCiUPxeq6pdlV+7/0pnu85/+Vwrr6zkk8Of0Kx2M+48u4Oupi6be26mo03Hcm0XnlvIzBMzGd9kPMv9lr9qWerRA86cgUePyouVd+Wrr2DePNiwQXRte5nMTPDwADU1iIoS3dry88U0afHxcHAxpIwR26ZpwDF9CMoWfQash0KzdQCkjBtIK+0Iskz0ODHiLM9uNqRbN5DJBHo13cC9zkNJAmYXt2LbnggOnKiFubmYm6FlS/H/U6fE2JrJk8Vpb22zGq1r41jmCZPSoZdjTyJ6b32r4AFYcG4Bn5/4nMnNJrOk4xJkMgkjRoj5IEaPFq098+bBN9+IGbtDQ8UleJnwcBg2DJo0EZMcGL/3O/SPi0Qiuf6HR0YZt27dSnJ3d0//p8YEcP78ed1FixbV3Lt37192+4qLi9Py9/e3u3//foWu78HBwZYeHh6FkydPfuOcPT09HRYvXpzSsmXLCoPyPzTe3t52586dUz2UfES6detmvXr16pTS+JNSvv322xqpqalaa9aseVzZsSr+foqKiiTNmjVzuHbtWuyHTjd+69at6u7u7lYV7fvfSJz/B6qYHhUqVLwLT/Of0mt7L2rq1+T8sPNcf3Kdjhs7ohSUlChK6FCvAxu6b6CWwV9/lb8uah2fHP4E62rWXHp8Ca/aXmwP3E5tw/IFRddeX8vMEzPpX78/IX4hrwqe+HjYtw++/PLPC56jR+G778Sn99cFz8txPOfPi4KnNLvbzZuwJwwejgBNxFiea3Wg/0NR8NRoDU3FdNdPfvyGtpoRZFTT5viw33l8tSG9eoGuZg4rhw5nWd1dPJRDQPK3zN06i7NnwdwcsrKgUycxE9rRo2JygGnToFcviPBZjmbcxP8IHqdeRPSKeCfBs/7Gej4/8TkDXAewuONi8vMl9O4tnmPuXDERXangGTq0YsGzfLlobWrXTnS1ez3JnYrKadGiRdHVq1dzP3ZNEhcXFyddXV1laGjo3x679DZUgufjs2/fvnKiuk+fPnVjY2N1d+7c+acsMSo+HgkJCVrfffdd6t9dX+mdLD0SiUQXsBQEIe7jD+mv07hxY+HatWv/9DBUqFDxL6REUUK78HZEpUVxcfhFTied5tMjn5YFwc9vN58pXlNQk/z1Mmabb28maE8QhtqG5EhzmNxsMgvbL6zwYX1XzC767OxDR5uO7Ou3Dy311zyIR48WrTPJyWD2JzLhpqZCgwZQsyZcviwGzLzMjz/C1Kmi61ypW9vEieIT/8ploDEPqrwQ43Zu2oBNIhhIwMAeOl0CrWo83beJ1seDSDXS4OiI38m804Ju3aBLg718HzySfgXp3Jep0TJlD8fWdWX3btGLLj9fzMgWFSW6s0VFiXVx+vSBTZ6L0Xz2GSFW8OmL9xM8B+IP0H1rd9rVa8f+/vvJfKFFly5w65YYuzNsmOjS9sUXogYMCwP1l5yBBEEURLNni9amiAjQ1n7/pf87+LdaelSoUKHi7+QvWXr+cBlbDGgB1hKJpAEwVxCErh9ykB8CVcpqFSpUvI2pkVM59+gcm3tuJvRaKKuurQKgbtW6bO29lUbmjT7IeXbc3UHw3mDU1dRRCkp2Bu6kl3OvCtsef3CcAbsH0Kx2M3b12VVe8Dx7JgqewYP/nOApjeMpKhLzPr8ueErjeHr0gAkTxG3LlomCZ+pUUIaD/gsxccELI6iZCPoS0DaBtpGgVY0X18/Q7vhgUqqpcWTgQQriW9C7l5zwMcF0ahpBuySIFzQIVB5i0y8dWLhQFDzFxdCtG1y9Kg7t6lXRmNW/P4R7fIdG7ixC6oqCp6dTz3cWPBdTLtJnRx88anmwq88ukhK18PUVl/K338Tsaz/8IAqegQMrFjxTp4o5HQYPhl9++fNhVCpUqFCh4p/nXV5lfg14AtkAgiDcRExM+q9DEIT9giCMqlq16j89FBUqVPwLCb8VzoqrK5jSbAopOSllgmew+2BujLnxwQTP3nt76berH0pBiYOJA9dHXa9U8FxJvUL3rd1xMHHgQP8D6GnqlW+0YgWUlIhP4X+Gr74SC9GEhoKj46v7KqrHs2+fGEzTsyfUSQbj62JbuRrkZIEZoK4FrQ9BlbpkPIqlfXh7HlZVcrDrVoRn9/xgUQABAABJREFUHfH3hy8Dvsa3aQTtYzWIRYtJtQ6w6ZsODB0qFvyUycRTnzwJ69eLCeK+/BIGDYKNDWajIZ/F8hrwabooeLb2ercYnpgXMXTZ0oXahrU5OOAgd2/o06IF5OWJsUKdO4uGrRkzxMQEv/76quCRy2H4cFHwTJwoLotK8KhQoULFfzfv8mdcLghCudz4KlSoUPHfRFRaFKMPjKaNVRuxRs4KB9QkamzssZEBru9VB/mNbI3eyoBdAxAQCHILItQ/FF3NirN2xryIwW+zHzWq1CByUGTFBU8LCsS00t26gb39+w/o0CExJdnIkaJJ42Vej+OpVk00tfTvL0bst6wL1X4CJeIrsmQJ2AJIwHsbmDQhKzuNDssaE2co40DzFegqA2nrB952xxnr/x0d7msQo6PG9+57+aJPJ1q2hDVrxBqrQ4aIVpcVKyAhQYyxGTwY1jl+hrrGYpbrSpiYLtDDscc7C57HuY/ptKkT2hraRA6K5MqpGvTpI2Zai4wEW1vRiDV1qpiqeuPGVwWNVCou065dMGeO+E/19adChQoV//28i+iJlkgkAwB1iURiB0wELnzcYalQoULFhyO9MJ0e23pgqmfK1l5babauGQpBwZIOSz6o4Fl6aSmTIycjQcJy3+V80vSTStsmZyfTcWNHtNS1OBZ0rPKkCWFhojXms8/ef0ApKRAUBO7u4pP+65TW41m2TBQ5SUkQECC60PXvCspZYgyPBEjXBNs/iqE3/BFqdyOnKJtOC125q1fAPuvPMak5nlatwFDzKatH96PTIwl3NGF161180duP2rVh927Q1BTTQm/ZAvPni5qrNL/CWpvxqBmsYoVCnYmZCno49mBb77enpQbILMqk06ZO5EpzOT3kNCd2WTN6tFiD58ABcVorV8KkSaIRa/PmVwVPQYG4/ehRcWkmTXr/JVehQoUKFf9O3sW9bQLgAkiBCCAXmPQRx6RChQoVHwy5Uk6/nf14lv+MPX338OWpL3mY/ZCWdVsypfmUD3IOQRAYd3AckyMno6WuxcnBJ98oeJ4XPKfDxg4UyAqIHBSJjbFNJYOXi35YzZuL/96HUt+xkhLYvh10X7M2vR7Hk50t1uKRSmHCeHgyC0wRX43J1aD6H4LHbjw4fEqeNA/fRW7c1Mxgl8YAanvOp21bKCxUsHZsLwbkZXBbUGdTwB6WjvNHKhWFh7ExTJ8uJhKYORNyc0XBM3KEwFqb4aiZrmKFXJMJWaLg2fqOaakLZYV0jehKQmYCe/vuY19oA0aOFBMknDolCp41a+CTT0SjWUSEKL5Kyc6Gjh3FYqhhYSrB86HIz8+XNGnSxEEul7+98f8zpkyZYj579uxyQXoeHh6OFbX/kISEhJgYGRm5Ozo6OtvY2LgsWbKkrFjn9u3bDevXr+9Ur149F2tra5dRo0aVpZpctWqVsb29vbOtra2Lg4ODc9++feump6erA0RERFR1cnJydnBwcLaxsXFZtGhRpQVeofL5q6gYCwsL17S0NA34zz0SFxentWbNmrIE+mfOnNEbMmRInY85jpCQEJPg4GBLgPnz55suW7bM5GOe70PyVkuPIAiFwJd//PtXo0pkoEKFitf54sQXnHh4gvXd1pOYmcgvUb+gr6XPkYFHPkj/WUVZdNvajbOPzqKvpU/UqCjsTOwqbZ8rzcV3ky+Pcx9zLOgYbmZulXe+c6doffnpp/cf2JdfwsWLsHVrebe41+N4ZDLo3Rvu3xf9uS7OgB6Ibm0AakoxiYFFZ2i0lHxZAZ1DmnJVkcKOp97YT92Etw/k5grM6P4531S9wK0SNXb22cPP0/y5dw+OHBHDiebNg8WLYdw48bRLlsDYMQIr6gxErWYEK3N1mJBTTHfH7mztvbV8UocKKBW2F1IuENFzOxHft2btWtFVbu1aUdysXQtjx4K/v6gBtV7q9tkzMV12TIyYTKFnz/dfbhUVs3z58updu3bN+pjpqv9OZDIZHzvN7o0bN2I/Zv8ymfgCIyAgICs8PPxRamqqRv369V369OmT/fTpU42pU6da/vbbbwkeHh7FMpmMJUuWmALs3LnTcOXKlWaRkZH/x96Zx9WU/3/8dbq3fdNOe9TtdttQInu2EQqlJFSDso59MPZ9GTJ2su8pkci+pLIL0Z4ikjbte917z++Pj5vSIgbf+c2c5+PRozrncz7LOafueZ339tLAwKCGz+djx44dKhkZGWx5eXnhjBkz9O7fv5/Qrl27moqKCio5OfmnFLH/GdfknzBmXUT3yMuXLyUDAgKUJ02alA8APXv2LP9Z9acA4LfffsuzsbHhzpgxI+9njfl3+KKlh6Ioa4qizlIU9ZSiqBeir58xua+FSWTAwMBQl4DYAGy8txFTrKfAQsMCY4LHAABOOp1sMs7ma3jy/gnMdpkh8m0kVKRVED8lvlnBU1FTAUd/R8TkxOCM6xl00+3WdOc0DWzcSASL41cmywwNJcdOnkzEzef9enoSn7LAQEBRkfia3bxJkhecWw4MEwIVIJ8Q/I/flSyAbgEoF1TDYW9v3CtNgP9zQ7SfdR297Sjk59HoYRqC65024nkVhbMjzyE5dAguXiTec/36Adu2kZwKY8cS0eHrC0ybSmOn7jCIaftjZ6Espn0UPAEjAlokeGiaxqTQSbiQfAF/9duJE4tGYN8+kpXt0CEieA4eBHx8SAKDoKD6gufNG6BHD6L3QkMZwfO9CQwMVHF1dS0EgNDQUHkbGxvjgQMHtjUwMDB1dHQ0EAqJsg4JCZE3MTHhcTgcnouLi35FRUWDSKqkpCQJAwMDUycnJ30Oh8MbOHBg25KSErGQkBD5/v3715pLg4ODFQYMGNCOz+fD2dlZ38jIyJTD4fBWrFihDpDipOPGjdPp0KED18jIyDQsLEwGAMLCwmQ6dOjANTEx4XXo0IH7/PlzSYC82ba3t2/bp08fwx49enDevHkjbm1tbczlcnlGRkamV65ckQOAs2fPKrRv357L4/FM7O3t2xYVFX1T3nsZGZkOXzpfkZGRMp06dTI2NTU16d69u9GbN2/EAcDX11fVzMzMxNjYmPfLL7+0KykpEQMAZ2dn/QkTJmh37tyZM2XKlHpFwrS0tPi6urpVKSkpEmvXrm09Z86czA4dOlQCgLi4OBYsWJALAOvWrWuzfv36dwYGBjUAwGazMXPmzDxLS8uqwsJCMT6fT2loaPABQFpamra0tKwCgOTkZAlbW1sOh8Ph2dracl6+fFnvD/vp06dS5ubmJnWvM4fD4TW3ThsbG+Np06ZpderUyXj16tVNWovqWiUAwM7OzjA0NFRedJ5/++03LWNjY56lpSU3PT2dLTpX7u7uulZWVsb6+vpm/v7+iqK+6t4HxcXFYi4uLvpmZmYmJiYmvOPHj7cCAD6fDx8fH20Oh8PjcDi8NWvWqANN3+NaWlrms2bN0uTxeCYcDof37NkzKQDIyspidevWzcjExITn7u6uV7fEjOgeWbRokVZUVJQcl8vlrVixQj00NFTezs7OEACys7NZ/fr1a8fhcHiWlpbchw8fSgPEwubi4qJvY2NjrK2tbb569Wp1Ub+7du1SNjc3N+FyuTx3d3c9kYV269atKvr6+madOnUyvnfvXm2lMnl5eaG2tnaV6G/on05L/iBPADgMwBmAQ50vBgYGhn8sMdkxGHd+HLrpdMPcrnMx6MQg1Ahr4MBxgIPx3/sXRtM0/KL80OVAF2SVZUFDVgNRPlHQUWzaq4Av5MPtjBsi3kTg6LCjsDeyb36QsDBSsGbu3IbVMpvjzRtSdKZDB+Ia9zmbN5On+02bSBzP2rVEHfz6K3BqGzBJCJRSgDQ+JTCQbg30vowKsDD0yEBE5D7BsXBldFlyF70HSiEnh4aaSiJKXZ3wvAo4M+IkNMscsHAhERFTppAhZswgaaoVFYEtW4AZ02ls0x4ASuc8duYqYFpJGYYaD22x4AGAJWFLcODZAcyxXgL/OZMRGkridtasIQkIjhwBJkwglpwzZ+rX2UlMBLp3B3JzgevXiXvbv5Zx43RgY2P8Xb/GjWvWjaayspJKT0+XNDY2rhZtS0hIkN65c2d6SkpK3Nu3byWvX78uV15eTk2cONEgICAgNTk5OZ7P52Pjxo1qjfWZlpYmNWnSpNzk5OR4eXl54caNG9UcHBxKUlJSpN6/f88GgIMHD6p4eXl9uH//vkxmZqb4y5cv45KTk+OnTp1a+za6vLxc7NmzZ4nbtm174+PjYwAAlpaWlY8ePUpMSEiIX7ZsWca8efNqxcHTp0/l/P39Xz948CD54MGDyn379i1KTEyMT0hIiOvcuXN5ZmYme+3atW0iIiKS4+PjEzp27Fi+atWqv+261dj5qqqqoqZPn64bEhKSGhcXl+Dp6flh7ty5WgAwevTogtjY2ISkpKR4Y2Pjim3bttW6mKWmpkrdvXs3ed++fe/qjhEfHy+Rnp4uyePxqpKSkqQ7d+7cqKUgJSVFumvXro3u09DQEPTv379QV1fXwsHBwWD37t3KAoEAADBp0iRdd3f3vOTk5PiRI0fmTZ48ud5907Fjx8qamhoqPj5eAgCOHj2qPGzYsILm1gkAhYWFrMePHyetWLEi+1vObUVFhZitrW1pUlJSvK2tben27dtr77n09HTJR48eJV24cOHlzJkz9crLyymg/n2wcOHCNnZ2dsWxsbEJkZGRSYsXL9YuLi4W8/X1VXvz5o1kXFxcfHJycvyECRPyvnSPq6qq8uPj4xPGjRuXu379eg0AWLBggaatrW1pQkJCvKOjY2FmZmaDf4pr1qzJsLa2Lk1MTIxftmxZTt198+bN07S0tCxPTk6OX7VqVYanp6eBaF9KSopUeHh48uPHjxM2bdqkWVVVRT19+lQqKChIOSoqKjExMTFeTEyM3rNnj8qbN2/E169fr3nv3r3EyMjI5OTk5HpvDDt27Fh2+/Zt+W+5Bj+bltibc2maPv/DZ8LAwMDwnSioKMDwgOFQlFTEkWFHMOL0CHwo/wAZtgz2DNnzt/ouqy7DpIuTcPzFcUiwJKAirYLIXyOh30q/yWOEtBATzk/A+aTz2GG/A6PMR315oI0bSSDK2LEtn1x1NbHsCATET0tKqv7++/dJII0ojsffH1i8mJhAzgcBC4UAiwKkPrqzAQBbBrC7ikoJZTiddMTNd5E4fEUCdmsi0GOkOjIyaED8A1pPssALAY0zg33RR98NHTsC6urErSwoiAiP/v3JknbsAObMFmKjeg9QOvew670yppXlY6jxUAS6BLZY8Ox4tANrItfAzcgbIbNW4F06ETbDh5P9x48TLde3LxAcXP90PH1KhJCYGHD7Nsn1wPB9ycrKYsvLy9cL5jE3Ny9r165dDQCYmpqWp6amSigoKAi0tbWrLCwsqgDAy8srb+fOneoAcj7vs3Xr1tUDBgwoA4CxY8fmbdu2TV1MTCzb1dU1b9++fcpTp07Ne/r0qdzZs2dfFxYWstLT0yU9PT11HBwcioYPH14s6sfd3T0fAOzt7UtLS0vFPnz4wCosLBQbOXKkQVpamhRFUXRNTU2ttalHjx7FGhoaAgDo0qVL2cSJE/VramrERowYUdC1a9cKf39/+dTUVCkbGxsuANTU1FBWVlalf/ccNna+lJWV+S9fvpTu06cPBwCEQiHU1NRqAODJkyfSS5cu1SopKWGVlZWxevXqVSTqy8nJqZ6b4YULF5S4XK6chISEcMuWLW9E62sJjx49kvbw8DAoKysTW7p0aYa3t3dBQEDAm0ePHuVcvnxZftu2ba1v3LihcObMmbRnz57JXr58ORUAJk+enL9ixQrtz/sbNmxY/vHjx5XXrl2bFRwcrBQQEPDqxYsXkk2tEwBGjRqV/9UntA7i4uK0m5tbEQBYWVmV3bhxQ0G0z9nZOZ/FYsHc3LxKR0enKjo6Wgqofx/cvn1b4erVq622bdvWGgCqqqqolJQUiVu3bilMmjQpV+T+pqGhIbh//750c/e4u7t7AQDY2NiUnz9/XgkAHjx4IH/27NkUAHBzcyuaOHFii68PADx69Ej+zJkzKQDg6OhY4uPjw87Ly2MBwIABAwqlpaVpaWlpvrKycs27d+/YV65ckY+NjZWxtLQ0AYDKykoxdXV1fkREhGyXLl1KNDU1+QDg5OSUn5ycXPvfVF1dnZ+YmCjV2Bz+abRE9CyjKGo/gJsgyQwAADRNn/1hs2JgYGD4RoS0EGOCx+Bt0Vvc8ryFeTfm4VnmM9CgsbbvWmjKa35z3wm5CRhxegTic+OhIKkASZYkwjzDmnVpo2kac6/NxZHnR7Ci9wpMtZn65YFiYkgQzOrVDYVLcyxYADx8SARPu8+SI3wex3PnDskZbW0NPLgP/CoENKqBMpBS1DSIIuh5FtUKXLgEOOHK6+vYfwGwnxmCXtNNkZYGCMXzwZumhzgWH0Hdx8PBeja8vYm72M2bZDqjRwNdugA6OqRU0PzfBVinbg1KMxq73mlgakX2VwuewLhATL88Hb00huLWnF2oqaJw4wbQ7aPHoL8/8eKzsyNlh+rmcYiMJLE9rVqRxAVGTV++fw8HD6b/7CFlZWWF1dXV9cyUkpKStT46LBYLfD6fquu2U5eUlBTxIUOGGAHAuHHjcocOHdqgfIbo98mTJ+cNHjzYUEpKinZwcCgQFxeHmpqaIDY2Nj44OFhh165d6gEBAcqnT59Oq3tc3X7mz5+v1atXr5Lr16+nJiUlSfTp08dYtF9GRkYU4QZ7e/vSiIiIpDNnzih6eXkZTJ8+PVtZWZnfvXv34gsXLrz+ppPVBE2cL8rQ0LAiOjq6QeyPj4+PQVBQUIqtrW3Ftm3bVMLDw2vfwMvJyQnrthXF9NTdxuFwKh8+fChja2tb8XnfhoaGFffu3ZNxcHAosbGxqUhMTIz38PDQraioqL3GNjY2FTY2NhU+Pj75hoaG5gDSWrLOsWPHFri4uLR1c3MroCgK5ubmVY8ePZJuap0Aca36Ur9sNpsWuQQCQFVVlVjdfWIfrehsNht8Pr/2pmjqPqt7H9A0jaCgoBSRG1/d7RRF0Z9vaw4pKSlaNKe68xD7Giv/ZzQ2pmheTd1XLi4ueTt37syoe8yxY8daNVe2prKyUkxaWvqL1+KfQEvO5q8A2gMYiE+ubUN+4Jy+GYqiHCiK2ltUVPTlxgwMDP9Klt9ejksvL2HrwK249PISziachbykPNq3bt8ywdEE/jH+6LSvE7JKstBatjXYYmzc8LgBEzWTZo9bd2cd/nrwF36z+Q1Lei5p2WCbNgGysiQmp6WcO0cSHkybRpIS1EUUx5OVReJ4cnKIn5mWFklrbScAOpYBbwDIfjyGAmCzGzUafeAW5IbQlxexOxRwctyK/r4DkZQECMQLYTihHZLlKhBk1gmOffbhzBlg/36iv5SUAGdnwMyM1Mc5eBBY/EcN1rUxBaUZjd3p2phakQ1HY8evEjy3Xt/C2OCx4Ml3Q9Qf/pCSYOPu3U+CJzCQFDjt0YPUAZKp421++TKx8LRpQ3Tff0Lw/I9QU1MTCAQCSuQa1BTt27evzMjIkIiNjZUEgKNHj6r06NGjxNDQsCYxMTE+MTExft68ebkAkJmZKXHjxg1ZADh58qRy165dSwFAX1+/RkNDo8bX17eNt7f3h49t2QKBAF5eXoWrV6/OiImJqb0T/P39lQDg6tWrcvLy8gIVFRVBcXExS1tbuxoA/Pz8msw8lpycLKGlpVUzZ86cD2PGjPnw9OlTmd69e5dFRUXJidZQUlIi9uLFC0kAmDp1qtbRo0dbffOJ/AwLC4vK/Px8tug8VFVVUVFRUVIAcdvT1dWtqaqqok6dOqXcfE8N+eOPP7I2b97cRjR3gUCA5cuXawDAvHnzshYsWKCdmppaG8FfWVlJAUBRUZGYKFYGAB4+fCitqalZDQAdOnQo279/vxIA+Pn5KVtbWzewgJmamlaJiYlh6dKlmsOHD8//0jo/5+jRo62mTp2q9fn2du3aVcfFxckIBAKkpKSIv3jxQrax4z/n7NmzSgKBAHFxcZLp6emSlpaWlZ+3sbOzK/b19dUQiaq7d+9KA0C/fv2K9+zZoyZKGJGdnc1q6h5vbg5dunQpOXjwoApAMuoVFxezPm+jqKgoKC0tbbBddPyhQ4dUABIfpqSkxFdWVm5SnAwcOLA4NDRUKSMjgy2ad3JyskTPnj3LHjx4IJ+VlcWqqqqigoOD6xWUS05OljQzM2sgkv+JtMTSY0nTtPkPn8l3gKbpCwAuWFtbe/+v58LAwPDzCUkMwaqIVfi1/a+QFpfGujvrYK5ujpicGOwZvAdssa/PIFXFr8Lsq7OxK2oXOml2Qm55LvIr8nHL41bzmdcA+EX5YdGtRRhtPhpbBm5p8PawUd69IwVspkwh+Z1bwuvXn6w2mzY13C+K49m6FdDXB2xtyfbKSkC7AnAqB15TgEGdN4Mm88BvOw6jz7gjODEY2y4B7saT0e/ib4iJAYQShTDwMEKaahGC9FTgOOQy0t9R8PYmoULTppEs28rKgLExcPQosGJJOZao8kCpvsHut+0wpSoVjsaOOO1yusWC51nmMww7NQzqLA4Sl52HaVtpXLpE9BtA3Nvc3YkACg0l2lFEQAARQxYWxJCm1mjUCMP3pGfPnkXXrl2TGzZsWJMPeDIyMvSePXvSXFxc2gkEAlhaWpbPnTs3t7G2bdu2rTx48KDKlClT9AwMDKrqtnNzc8vbuXMn28rKqhIA0tLSxMePH68vFAopAFi5cmVtLIuSkpKgQ4cO3NLSUtbevXtfA8D8+fOzJkyYYLBt27bWPXr0KP58bBFXr16V37ZtW2s2m03LyMgITpw48VpTU5Pv5+eX5ubm1ra6upoCgGXLlmVYWFhUxcfHSw8fPrywsb7++uuvNn5+frWxP9nZ2V9MFCUlJUWfOnUqdfr06bolJSUsgUBATZ48Odva2rpywYIF721sbEy0tLSqTUxMypt6IG6Kzp07V2zYsCF91KhRbSsqKsQoikK/fv2KAGDkyJFFOTk5bHt7eyOBQEApKCgIuFxuxdChQ4uFQiE2btyoMW3aND0pKSmhjIyM8MCBA68BYPfu3W89PT31t27d2lpFRYV/9OjRtMbGdnJyyl+1apX2hg0bMr60zs+PTUlJkVRQUGjg/tW/f//SnTt3VhkbG5saGxtX8Hi8FmU2MzQ0rLKxsTHOy8sT37JlyxsZGZkGZpP169e/9/Hx0eVyuTyapqmPAf0ps2bNyk1OTpbkcrmmbDab9vT0zF24cGFuS+/xuv07Ozu35fF4Jra2tqVt2rSp/ryNjY1NBZvNpo2NjXnu7u4frKysasXHhg0b3ru7u+tzOByetLS08PDhw81aIa2srCoXL16c0bdvX45QKIS4uDi9bdu2t3379i2bP3/++y5dupioqanVWFhYlAsEgtoPs8ePH8utX78+syXn9X9Nk2bl2gYUtQ/AXzRNx/+cKf19rK2t6aioqP/1NBgYGH4iSR+S0GlfJxirGmNd33UYdGIQOrTpgMcZj+Fj5fNNsTxphWlwOe2CqPdRmGw9Gbde30JGSQaujbkGWx3bZo8NjAuEW5AbBhkNQvDI4BbVmgFAipD+9ReQkkIEypeoqiLR+C9fAs+eAQYG9fffvw/07EmKjp44QdKoPXlCnvipIuBPSSCvEJDlf3Jr03aGoLs/PEK8cDLmJHxvsDCR7ouB9GXcvS8GWqII2h4myNbKxGlNMQwdGg6BSnf07QtERQGPHwNTpwJ375I4nosXgXUrCrBAhQcoZmFPugkmVyfAgeOAINegFgueVwWv0PVAV1SVS6Jw0z3YWWshOJgkRgCIscvFBbCxIaJGvk5o7b59wMSJ5FRduPDpmH8LFEU9oWnauu6258+fp1laWn74X80JIG+/N27c2PrcuXN/2+0rKSlJYsiQIUYvX76Ma2y/h4eHbocOHcpnzZrV7JptbGyMN23alP6zUvt2797d6M6dOy9/xlj/VYYOHWqwe/fudFHcyd/B2dlZf8iQIUW//vprwfeY27+Z7/n3/b14/vy5qqWlpX5j+1ry2rM7AE+Kol6DxPRQAGiappt/xcnAwMDwkyipKsHwgOGQZEti84DNGB4wHG2V2kJIC6Eqo4p1fdd9dZ+hyaHwCPaAkBbiyLAj2HRvE94WvcWVMVe+KHiupV7DmLNj0E23GwJdAlsueIqKSNCLi0vLBA9ARFJUFHD2bEPBUzeOZ/9+Yg26d48E1xTlAQeNgLIYoFgItAIRPAodIex6BOMuTMDJmJNYf18Wk9/pwkHnAu7eIYKnjYc5sjUzcboNMLTrKkC9O/5cB4SHA4cPkyKgYWHEveziRcB3dRZmq5gCMvnY87Y9JtdEw4Hj8FUWnuzSbAw4NgBFJTWo3HUbboO1cPjwp2xsFy4Arq6AlRVxYasreDZuJAVR7e1JUgWZ/xfJVf8ddOvWreLx48fFfD4fP7JWj6mpqYm0tLTQz8/vp8cufQlG8Px4QkJC/jEP3f8lcnJyxEWWuf8PtOQ/0MAfPgsGBgaGb4SmaXiFeCE5LxnBI4PhE+oDGjTGWIzBkrAlODLsCJSklb7c0Uf4Qj6W3FqC9XfXo0PrDjjgeADeF7yRnJeMUPdQ9NTr2ezxD949wPCA4eCp8XBh1AXIiH/FE/bevUBJCREyLeHMGWD7dmDmzE8py0TUjeO5e5c8+QcGEj+wnBzglANQHgTcB9ADRPCIa0DY7xJ8Ls/A0edHsTJOHbPuCTC8wyPcjJAAJIug7tkBH1qn47SWOIa26w3wFuDhQ1J/Z+RIQCgk9XjMzEjCgC2rXmOGuiXALoHfOxtMrnmEIZwhOO1yGpJsyQZLaoySqhLYHx+EtLz3EBy8hdkeXGzc+CmT98WLJHaofXvg6lVAQeHTKVi8mGTlHjmSuNhJtExjMXxHZs6c+V0KFxobG1c3ZeWJi4tLaGk/jx49Svoe82H4d3LmzJm0//Uc/r9QNyPi/weaFD0URSnQNF0MoNlAKwYGBob/JevvrMfZhLP4s9+f2P5oO1LzUxHoEohxIePQS68Xxlq0POVzZkkmRp0ZhfA34fDp6IPVfVZj6KmheJH9AsEjg9Gvbb9mj4/LicOgE4PQRq4Nroy5glZSrVq+kOpqUrymTx+gY8cvt09NBcaNI75cGzY03C+K49m2DYiOBtavB1q3BrKzgcA5QPkG4B4AUX1UShz0L7cx9eZyHHh2AEveG+GPoDSM7JqOSxFygGQRVDytkd/6NYIMWmOoAg3YHkNJqRjc3YmW8vYm2a+1tIDYWGDdkkzMaGMGCMuxN6s7JtXcwRDOEAS5BLVY8FQLquFwwgnPMp8D/ufhO6sLZs/+tP/KFVILyMICuHbtk9uaUEiycu/aRQqT7toFsL4quoGBgYGB4d9Ec5aekyBZ2p6AvAOsG4FLA2j7A+f1TVAU5QDAwdDQ8H89FQYGhp/A1ZSrWHRrEUaajkRqQSquv7qOg44HcS7xHEqqS7Br8K6WJQ8AcDvtNtyC3FBSXYKjw47CmecM+xP2eJTxCIEugRjMGdzs8WmFaRhwfACk2FK4PvY6Wsu1/rrFnDwJvH8PHDjw5baVlcSXi8Ui1pvPzReiejxOTgCHQ5SIigqx8Jz8E6haCrwSAzoKPzosA3Tfa5hxbxf2PNmD+dU2WLr3MTysEnH2rgYgWQQlzy4o0khBEMcGQ6nHQNdrgLQGfvMC0tKId93YscTdLCMD+GNuJearWABi5dib2xsTq29jsNHgrxI8QloI15NeCE+/AVboYRxfOQhubp/2X79OktDxeETwtGpFttfUkPo8J04Qt7b160mhUgYGBgaG/y5NpqymaXrIx+8GNE23/fhd9PWPEzwAyd5G07SP4r8tQpWBgaEBrwpeYdSZUTDXMIdVGyv4PfHD/G7z0U65HY48P4K5tnPBU+N9sR8hLcS6yHXoe7QvWkm1wqMJj+Bi6oKhp4bizts7OO50HE4mTs32kV2ajf7H+qO8phzXxl6DgZJBs+0bQNMk65q5Ocmn/CXmzCHVNY8cAfT06u8TxfHo6ACzZ5P01XJyQF4ecGA7ILUHKK4CJIWAFAAKoK12Yu7zC9j+aDtmy/XHmrWP4MO9C/8nHECqEApe3VCikYgg7ggMpR4BpouA1v3g70+m8McfxNiUm0u88+bM5GONjCkotQ/YV9AZE6uI4DnjeqbFgoemaXienI2QV/6QjNiAaxs96wmeW7cAR0eSGe7GjU+J7ioriavbiRPAunVkXozgYWBgYGD4YkwPRVE3aZru+6VtDAwMDD+LsuoyDA8gMSzTO0+HzwUfDOMOw/Ley2G11wp6inpY0uvLNXHyK/LhEeyBiy8vws3MDXuH7IUkWxJOAU648eoGDg89DDczt2b7KKoswsATA/G+5D1ujL0BM3Wzr1/Q5ctAXBwJOvnSE3pAAPHVmjOHZGSrS904npAQwM0N4POJEtixHWh7HXibCqTQpPoaALqNK/549xabH2zGb1pO2DgpBL9ph+BQoi0o6ULIevRCuXocTrf1wVD2CUCpB2C+DGlpwKRJJPt1VhYxLgHAjKl8bKyyAmX8ChcLzDGx5BEGGQ36KsEDAJOO/4njr7ZC9sVM3PH9He3bf9p3+zYpLmpoSASPigrZXlJChFB4ODlFX1PmiIGBgYHh302Tlh6KoqQoilIGoEpRlBJFUcofv/QBfHtJcwYGBoa/AU3T8L7gjZjsGKzpswazrsyCpYYljg8/jq0PtiI+Nx7b7bd/MYHAu+J36OjXEddSr2GH/Q6cdDoJKbYU3ILccPHlRewZvAee7T2b7aOipgIO/g6Iy4nDWdezX8zq1iQbN5IMa27NCyy8fEkCZ2xtiRnjc0RxPGvXAgsXEjVSWUnMHb1LgXfngCefBA8kdLCM5mDD3Q2YZOSOLfPCME9hL3a9cwRLthDSY/ugUv0FTmtMxjD1hwBLCuh2EnwhG2PGkC4GDfrkkTfFuwZ/ZXcD1ekFkir04V7yBu1bt/+qpAUAMHXfYex9tQAKb0YhxtcX7dt/EoKRkcDgwSRR3c2bn2rt5OUBffuS/cePM4Lnn0JpaSnVqVMnYz7/2zIJr1y5Ur2kpOTby9I3gpaWlnlmZma9l74nTpxQXLhw4Vf6pH49VVVV1JQpU7T09PTMjIyMTM3NzU0CAwMVAFLgc/To0bo6OjpmJiYmPFNTUxNfX19VgBQJ9fLy0jEyMjLlcDg8MzMzk8TERAkA2LJliwqHw+FxOByekZGR6fHjx1s1NwdnZ2f9Q4cOtTy7yzewbds2FQ8PD10AmD17tubSpUs16u5vbA4yMjIdAJKaXEpKqiOXy+W1a9fO1N3dXVcgaFCC56dT977p0KEDFyBz3bNnT21BtYiICBkvLy+dHz2XIUOGtI2JiWn5P1UGAM1beiYCmAkicJ7gU0xPMYCdP3ZaDAwMDI2z5cEW+Mf644/uf2DD3Q2Ql5THhVEX8KH8A1ZGrMRQ46FwMHZotg+apjH+/Hh8KP+AyF8j0Vm7MwRCATzOeSA4MRhbftmCidYTm+2jRlAD1yBX3Hl7B/7O/vjFsAVuaY0RFUVMF5s2AeLNpLauqCCprMXFibXn87aiOJ7hw0m+6Ohosn3JEsCjI3DrFyAJQG0lFzZWKY/FqsjVGG86FjuXPMKyioXwrRwHtmwR2KP7oVrjGQKlx2KYDQW8fA70CgVktLFmBUkIt3Qp+QIAb89qbH9tB2rwIxSxFDG0lA0JlgSCRwZ/VQa7ib4Xsbd4AloV9EfChsNorfbpeffuXZJ2WleXuLepq5PtGRnAgAEkt0NwcEMDGMP/ju3bt6s6OjoWfGu6aj8/Pw1vb+98eXn5JivJfw9Gjx5dBKDoR47B5/Mxa9YszaysLPHExMQ4aWlpOj09nX316lX5j3PQ19fXr0pLS4tlsVh4//49e+fOnaoAsH//fmXRcSwWC6mpqeIKCgrC1NRUcV9f3zbR0dEJKioqgqKiIrHPBd2PXM+PSkOuo6NTlZiYGF9TUwNbW1vj48ePt/L09CwU7a+pqYF4c/8vfzDPnj1LBICXL19KBgQEKE+aNCkfAHr27Fn+o+s/8fl8TJ48OWfNmjWtT5069eZHjvVvo7mYnq00TRsAmPtZTI8lTdM7fuIcGRgYGAAAYa/D8Pv13+HIcUTY6zDklOXgvNt5aCloYfqV6QCAbfbbvtjPvqf7cC31Gjb234jO2p0hpIWYcGECTsWewvq+6zGjy4xmjxfSQow7Pw6hyaHYOWgnRpqN/PZFbdxIcix7ezffbuZM4Plz4NgxEq9Tl7pxPKqqwKVLZPusWcC88UDESOADPqWfoYENSp5YGrkWHuZjsHdfFtYnj8DqyrmQkC+G2Oj+4Gs8QWC1I4aPdgRe7gK4swGtwbh7F1i5ksTN+PoSj7oxrtXYk9wbYlb3IFQTwxjaDKmFaQhyCYJeq89ijppAKARGL7iPvQUuaFXZHkkrz6C12qcEDffvAwMHksxwt24BGh/fG6emknpAb9+STG6M4PlnERgYqOLq6loIAKGhofLW1tbG/fv3b/f5G/yzZ88qtG/fnsvj8Uzs7e3bFhUVia1evVo9JydHvFevXpzOnTtz+Hw+nJ2d9UXWjhUrVqgDQGxsrGTXrl05xsbGPB6PZxIXF/fVb8DrWiacnZ31vby8dDp06MDV1tY2r2uRWLJkiYaZmZkJh8PhzZo1q9brpV+/fu1MTU1NDA0NTTdt2qQq2i4jI9Nh5syZmhYWFtzr16/LnTx5Um3//v1vpaWlaQDQ0dHhT5gwoSAuLk4yOjpaduvWrRmsj2kGNTU1+WvWrMkCgMzMTHENDY0a0b527drVqKmpCTIzM8VlZWWFioqKAgBQVFQUcrncagC4d++etKWlJZfD4fD69+/fLjc3t17+wsDAQIVBgwbVxmiHhobK9+nTx7Cp6wEQa8fcuXPbWFlZGR88ePCHWosAQFxcHDY2NqUvX76U3LZtm4q9vX3bPn36GPbo0YNTXFws5uLiom9mZmZiYmLCE1m4+Hw+fHx8tEXWrzVr1qgDQEhIiLyJiQmPw+HwXFxc9CsqKijRmmbNmqXJ4/FMOBwO79mzZ1IAkJWVxerWrZuRiYkJz93dXY+m6dp5iaxSixYt0oqKipLjcrm8FStWqIeGhsrb2dkZAkB2djarX79+7TgcDs/S0pL78OFDaYBYvlxcXPRtbGyMtbW1zVevXq0u6nfXrl3K5ubmJlwul+fu7q4nspDWvY9u3rwpN3DgwNLIyEiFmpqaH30J/lV80WRM0/T2nzERBgYGhuZIL0rHyKCRMFQ2hARbAg8yHuC403FYaVrhfNJ5nE86j+W9lkNXUbfZftIK0zDn2hz0NeiLidYTQdM0pl6cisPRh7G813LM7z6/2eNpmsbsq7Nx/MVxrLJbhcmd/oYf1atXpFrmpEmfiss0xsmTpIbP/PnEn6z+hD7F8QwbBuzbR7b7+AB/rgEinICyAkBKSGz7FLCZ1RkLHh2Au7k7Dt6Sx9ZrplgkXA0pxWIIR/WHUOMxAnN7Y/jCzcDDCYByJ8ByHYqKgNGjSe6Ee/eAsjJgqH01Dqf2gJjuQ8ACWCr5C0LT7mLLL1vQS79Xi05DdTUwdHwCTtJDoEhpIX7RJai3+lRd9NEjInhatyaCp00bsj02FujeHSguJsat3r1bfOb/c4wbBx0bGxh/z69x49CsG09lZSWVnp4uaWxsXC3aFhMTI7t169b0pKSkuLS0NMmjR48qZWZmsteuXdsmIiIiOT4+PqFjx47lq1at0li8eHGOurp6TXh4ePLDhw+T79+/L5OZmSn+8uXLuOTk5PipU6fmAYC7u7vBpEmTcpKSkuKjoqISdXV1//aTYHZ2tnhUVFRiSEjIy2XLlmkBRAikpKRIvXjxIiEhISE+Ojpa5vLly3IAcOLEibS4uLiE6OjoeD8/P42srCwWAFRUVIiZmZlVvHjxIlFZWVnQpk2bamVl5QZWq+joaCkTE5NyVhN51ceOHZt/48aNVlwul+ft7a199+5daQDo0qVLuaqqao2Ojo75iBEj9E+ePFmbycnLy8tg7dq175KTk+NNTU0r5s+fXy80Yfjw4cXPnj2TLS4uFgMAf39/pREjRuQ3dT1Ex0lJSQmfPHmS5OPjU/B3z/OXKCkpEYuIiFCwsLCoAICnT5/K+fv7v37w4EHywoUL29jZ2RXHxsYmREZGJi1evFi7uLhYzNfXV+3NmzeScXFx8cnJyfETJkzIKy8vpyZOnGgQEBCQmpycHM/n87Fx40Y10Tiqqqr8+Pj4hHHjxuWuX79eAwAWLFigaWtrW5qQkBDv6OhYmJmZ2aDK15o1azKsra1LExMT45ctW5ZTd9+8efM0LS0ty5OTk+NXrVqV4enpWZvhJiUlRSo8PDz58ePHCZs2bdKsqqqinj59KhUUFKQcFRWVmJiYGC8mJkbv2bNHBah/H/3yyy+lLBYLenp6lQ8ePGBKLX8F39VPloGBgeFHUMmvhFOgEyr5lRjQbgCC4oOwru86OJk4oay6DL9d/g1m6maY2WVms/0IaSHGhYwDBQoHHA+AAoVZV2eRNM3d5mNpr6VfnMvqiNXY+nArZnaeiUU9Fv29hf31F0k7PaMZy1JSEjBxInm6X7264X5RHI+nJ+kPANzdSST/kxlA4VOgjAZkAFDA9lJFzEl6CBeeC46874x9O4WYjb8go1SMGtcBgMYjBLzuiOFbQoH77gBooPsp0GISmDQJePeOpKXOzAR62lbjzHtbsNhPAUchgmT7YE3cZYzvMB5TOk1p0SkoLgb6Dn+HUKVfICcjjiezrqKNQu2LT0RFEdc1VVUibLS0yPaHD4GePUmB0ogIwNq6iQEY/mdkZWWx5eXl6wXzmJubl/F4vGo2mw1XV9f8yMhIudu3b8umpqZK2djYcLlcLu/UqVMqb9++bfCAyeVyq9LT0yU9PT11goKCFJSUlAQFBQVi2dnZEh4eHoUAICMjQ38PVzhHR8dCFosFKyuryry8PHEAuHLlikJERIQCj8fjmZqa8lJTU6USExOlAGDDhg0axsbGPCsrK5OsrCzxuLg4KQBgsVjw8vL6anEwf/781lwul6eurm4BEMtOSkpK7MqVK9+JiYlh0KBBxiEhIfJsNhsREREvT548mWpkZFS5YMECndmzZ2vm5eWxSkpKWIMHDy4FAG9v77wHDx7I1R1DXFwcvXv3Lj516pRiTU0Nbt26pThq1KjCL10PDw+Pvy12GislUHdbenq6JJfL5dnY2HAHDBhQ5OrqWgwAPXr0KNbQ0BAAwO3btxX++uuvNlwul9e9e3fjqqoqKiUlReLWrVsKkyZNyhW5v2loaAieP38upa2tXWVhYVEFAF5eXnl37typfbPi7u5eAAA2Njbl6enpkgDw4MED+XHjxuUBgJubW5GCgsJXBRY9evRIfvz48XkA4OjoWFJYWMjOy8tjAcCAAQMKpaWl6TZt2vCVlZVr3r17x75y5Yp8bGysjKWlpQmXy+XduXNH4dWrV5JA4/eRqqoqPz09/X/n4/f/kJ/i9/mzYOr0MDD8+xBZYqLeR2GO7Rz43veFp6Un5ncjFplVEavwtugtIn+NhDir+f//ux/vRlhaGPY57IOuoi7+uPkHtj7cihmdZ2Bd33VfrOmz6/EuLL29FB6WHvD9xbfFNYAa5cMHkgFg9GhAs4ncMOXlJI5HSgo4dQr43H9eFMdjZwccPky2OTiQPNJph4HUfcStTRkABewppDA9twjDuMNwQt4Lx0cGYTIOQla5CBVOA0G1foSAGGM4nYgE4pcBeY+A7oGAXFscO0qmYGICJCQApsY1uFnUCayyRGCdBF5IGsMz7gFstW2xc9DOFp2bzExgwNACxHYaCKlWhYj0iUA75U8VEZ4+Bfr3B5SUiODR1ibbRemqNTRI9jaDr8wQ/l/k4EGk/+wxZWVlhdXV1fVern5+X1AUBZqm0b179+ILFy68bq4/NTU1QWxsbHxwcLDCrl271AMCApT9/Pze/oCpQ0pKqtaXSeTWRNM0Zs6cmfn7779/qNs2NDRUPjw8XD4qKipRXl5eaGNjY1xRUSEGABISEkJR3AuPx6vKzMyUKCgoEFNSUqonzCwtLSsTEhJkBAIBWCwWNmzYkLVhw4YskRsVAEhLS9Ourq7Frq6uxRoaGjVnz55tNXTo0BIxMTHY2dmV29nZldvb2xdPmDBBf9GiRdktWaebm1v+zp071VVVVQUWFhblSkpKwi9dj+8hKpWVlfn5+fm1Zq3s7GxWq1atagWyKKbn8+NkZGRqx6ZpGkFBQSmWlpZVddvQNA2KoujPtzWH6Hqz2Wyaz+fX3qRiYt9uG2hsTNG8JCUla3eyWCzw+XyKpmnKxcUlb+fOnRmfH1f3PhJRVVUlVvd8MHyZ5rK3dWzu62dOsqUwdXoYGP59+D3xw8Hog/Cy9MKORzvQQ7cH/Ib4gaIoxOXEwfe+L35t/yu663Zvtp/U/FTMuzEPAw0HYnyH8dj+aDvJWmY1CX/98tcXH9L9Y/wx7dI0OHAcsN9hP8Sov2ko37WLJCeYO7fpNtOnEx+u48c/mThE5OWROJ42bYg5hM8n/l2nTwNF0cDDyUAhAFUAYsCBYmByLo0hnCEIMFuBM05BGE/vg7xKEcqd7EG1eYjAh9pwOngfKAgDEjYBRpMBXRekpgJTpxJtlpAAaGoI8ETYEezMl8CfbZAnJo1hb4vRSqpVi1NTJyUBXXpUIN7SEWyNl7g0NgTtW7ev3f/8ORE8CgpE8Oh+9FoMCSEefgYGwJ07jOD5J6OmpiYQCARUeXl57R9XTEyMbGJiooRAIEBQUJByjx49Snr37l0WFRUlFxsbKwkQl6YXL15IAoCsrKxAFE+SmZnJ/pjFrHD16tUZMTExMsrKysLWrVtXHzt2rBUAVFRUUKJsbwYGBqbfcz329vbFx44dUxXN5/Xr1+IZGRnswsJClqKiokBeXl747NkzqefPn8s2dry8vLzQzc3tg7e3t25lZSUFAG/evBHftWuXspmZWZWFhUXZjBkztERxHOXl5ZTowfnOnTsyaWlp4gDJ5BYTEyOtp6dXnZaWJn7nzp1aF6eoqCgZLS2tahUVFYGCgoLgypUrcgBw4MABFVtb29LP5zR48OCSuLg4mX379qm6uLjkA0Bz1+Nz1q5dq7Z27Vq1xvY1h52dXcmZM2eURedh9+7dql27di35yj6KfX19NYRC8twvcvnr169f8Z49e9RE8S7Z2dms9u3bV2ZkZEiI1nT06FGVHj16NDtely5dSg4ePKgCkPin4uLiBr6HioqKgtLS0kZ9Ert06VJy6NAhFYAIYyUlJX5jro0iBg4cWBwaGqqUkZHBFs07OTm5gcVTxOvXryU7dOhQ2dwaGOrTnKXH9+N3KZB8P89BMrhZAHgIoPknDAYGBoa/yf30+5h+eTp66/XGpZRL0FLQwtmRZyHJlgRN05hyaQoUJBXwZ/8/m+1HSAvxa8ivEBcTxz4HksRg1tVZGGo8FDsHf9kqcSXlCjzOeaCHXg8EjAj4okXpi1RUADt2kKd30yaey44dI5agRYsaFiwVCj/F8SgpkQI1VlbAxYsAXQKEDwMq+EAr0vxIMeCdAwxs9wuC+vrhosUqjKnYCzmVEhQPGwRWmwcICFeB08n7gGQZcMsTaGUBdNyMmhriLcfnA+/fA/KyQryQtoFkVhpwxAb8igi4lrdHRmkcIrwi0Ea+zReXf/8+MNiBj7IhbqC17+KkcwDsDOxq98fEkPTTsrJE8Ojrfzolv/5KXNkuXfpUkJThn0vPnj2Lrl27Jjds2LASAGjfvn3pnDlztBMTE6U7d+5cMnbs2EIWiwU/P780Nze3ttXV1RQALFu2LMPCwqLK09Pzg729vZG6unrNli1b0sePH68vFAopAFi5cuU7ADh+/Phrb29vvVWrVmmKi4vTp0+fTv1osWjyD9vS0pIn+rt3cHDIF8WMNIeTk1NxXFycVKdOnbgAsTqcOHHitbOzc9HevXvVOBwOr127dpWWlpZlTfWxZcuWjJkzZ2pxOBxTSUlJWlpaWrBs2bL3H9eRNm3aNB09PT3zVq1a8aWkpIRLlix5BxBXwYkTJ+qJLGft27cvW7BgQc67d+/E586dq52dnS0uKSlJKysr1+zbt+8tABw6dOj15MmT9aZPny6mq6tb5e/vn/b5fNhsNvr27VsUFBSkEhgYmAaQBApNXY/Pj09MTJTu1q1bAzH1OX/99VcbPz+/2rig7OzsF1FRUTIWFhYmYmJi0NPTqzp06NBXZSJbv379ex8fH10ul8ujaZrS1tauCgsLS5k1a1ZucnKyJJfLNWWz2bSnp2fuwoULc/fs2ZPm4uLSTiAQwNLSsnzu3Lm5X+rf2dm5LY/HM7G1tS1t06ZN9edtbGxsKthsNm1sbMxzd3f/YGVlVXsfbdiw4b27u7s+h8PhSUtLCw8fPtysJdPKyqpy8eLFGX379uUIhUKIi4vT27Zte8vhcBqMm56ezpaUlKT19PSYTAZfAfUlkx9FUacArKFpOubj72YgGd28fvz0vg1ra2s6Kirqfz0NBgaGv0FmSSas9lpBii0FaXFpZBRn4P74+zBRMwEAHIk+Aq8QL+xz2IcJHSc029eWB1sw6+osHB56GJ21O6PL/i7Qa6WHu+PuQk5Crtlj76XfQ7+j/cBV5SLMMwyKUt/BkrxnDykkc/s20KuRYP/4eKBTJ/J140ZDt7ZNm4Dffyeml/fvAS6XBLnIyQJhvwCZN4kdnwZOlgBjsoG+ej1w3uUCbndZg6GxqyGtXIriYQ4Q076PwKtycD4aBRi2BW72AQqeAr9EAYpcLFpEyv4AAJtNI1qtP0zLo4BTo4H8XZiFHtjyMhKHhh6CV3uvLy79/HnAdSQNSWcfFBvtxw77HZhqM7V2f1wc8daTkCCnR+StvGMH8NtvRAydOwfINX/Z/nNQFPWEpul6kU3Pnz9Ps7S0/NDUMT+Du3fvSm/cuLH1uXPnXoeGhsr7+vpqhIWFpfzocf39/RVTU1MlFy9enPPl1gzfip2dneHly5dT67oDMvx4VqxYoa6goCCcNWvW//Tv+5/I8+fPVS0tLfUb29eSmB6uSPAAAE3TsRRFtf9Oc2NgYGBoQLWgGi6nXVBYWYhOmp1wN/0uLo++XCt48ivyMff6XNhq22Jch3HN9pX0IQl/3PwDDhwHDOEMQZcDXSDJlsR5t/NfFDwx2TEYfHIwtBW0cWXMle8jeAQCkuu5UycSif85ZWUkjkdWlmRt+1zw3LtH4ng0NIjg0dYmBWwUFIDni4Dsmx/HAU6XAWOzgV4aXIS4X8b9obvgFLsCMq2KUTRsKBE8FyThvPcWwOEAL5YCuZFAlyOAIhfh4XVroNI4qzgOplXPgPNrgIzpOCpugy3xkZhuM71FgsfPD5gyBdAYtRSZRvuxuMfieoInIQHo04csOSyMCB6aBtasIeWGhg4lcUVSUt905hn+B3Tr1q3i8ePHxd9anPRbGTVq1A+tucNA+BkClqEhrVq1EkyZMiXvfz2P/2+0RPQkUBS1H8BxADSAMQASfuisGBgY/tPMvjobd9PvYpDhIFxKuYTdg3ejf7v+tfv/uPEHCioKsGfInmZjawRCAbxCvCDNlsYO+x1wDXLF26K3CPMM+2L9mFcFrzDg+ADIisvi2thrUJdVb7Z9iwkJAVJSgMBAoDG3uqlTydP/tWsNExzk5QFuboCMDJCdDaiokHgeZWXgXQgQtxb4+GwZXAqMygW6KrTChXGP8XT2BThcmQIphWIUOjlBTPsBAoNZcP4rlPiLZd0CYlcDBp5AWw/k5wNOTkR0AMBq2fVwELsIXDoOpI3BIzF9+CQ9h52+HTYN2NTskmkaWLYMWLUK4HntRLz+akzoMAEr7VbWtklKIoKHoojgMTIix/3+O9GIHh7E2+8H1UJk+IHMnDkzDwCGDBlSMmTIkK+K22BgYGjIjBkzGMHzDbTk4+NXAJMBiHKqRgDY/cNmxMDA8J/mSPQR7Hy8E/3a9sOllEuY0XkGJllPqt1/P/0+9j7di9ldZsNCw6LZvjbf34wH7x7g+PDjWHdnHW69voUjw46gq07XZo/LKs1C/2P9US2oRuSvkdBvpf89lkae4jduBNq2JYricw4dIpnXli4F+vWrv08Ux5ORQX6WlQWePSMWn+JkINK9VvCElgIjc4FO0mK4ND4aCTueYtDOQZCQLUbhiBGgtB8gMEgI5xUBxF+sIhu4NxpQMAasd4CmAXt7UvMUoDFC4jwWym0DblwB0icgq6YGTu/L0Ea+DQJdApuNceLzScbtgwcBu6mncVvtNzgaO2L3kN21sVQvXxKXNqGQuLQZGxOD2MSJROj89huwZQtJT83AwMDAwPAtfFH00DRdSVHUHgCXaJpO+glzYmBg+I/y5P0TTAydiPat2yPsdRgGGQ2C7wDf2v18IR+TL06GlrwWlvde3mxf8bnxWBK2BE4mTsivyMeeJ3swr+s8eFh6NHtcYWUhfjn+C7JLs3HT4yZ4arzvsTTC3bvAgwckQOXzIoSxscTK06cPET2fs3kzSVQAkICXR48AHR2gphQIGwLwywEKuFIBOOcClpLAFRd/vLpahV/mmEFMugSFI11BaT9AQJAQzr/tBkaMAGghcN8DqC4A7K4C4nKYOoV0T1E0zKhYHFGZAyrsNpC/FlV5z+BcYoKCqje4N/oqVGVUG871I1VVZIjQUGDskjAESIxBN61uOOV8Cmwx8vGTmkoET00NETwmJuS4MWNI3dYlS4AVKxo3ijEwMDAwMLSUL743oyjKEUA0gCsff29PUdT5HzwvBgaG/xi5ZbkYHjAcytLKeFXwCiZqJvB39gdL7JM42P5wO55nP8fWgVshLynfZF98IR+e5zwhLykPN1M3zLo6Cw4cB6ztu7bZOZTXlGPIySFIyE1A8MhgdNbu/N3WB4BYeVRUSAqyupSWkjgeBQXgxImGgujePWA+qUsEFgsIDwd4PGI5evArUPoSEANuVAHDMgFTSeBaFydkpPdBPzcVCCXLUTRqJCjthzgVJISL20pg0kfrWfyfQNY1wGoroGSBXbuA3bsBMYpGKzofF9pMgsydawB1A/Sro/hN0BH3chJwaOghWLa2bHKpfD4wahQRPH9sjcY56aEwUjbCebfzkBaXBgC8ekUET2Ulqb1jakpCmoYOJYJn82Zg5UpG8DAwMDAw/H1a4iywDIANSMUH0DQdDUD/h82IgYHhPwdfyIfbGTdkl2aDJcaCFFsKF0ZdgIKkQm2bd8XvsPT2Utgb2sPJpBHXsDpsuLMBUe+jsLjHYnhf8AZPjYcTTifqCajPqRHUwOW0C+6l38MJpxP1Yoi+C4mJJHXZ1KkkJkcETZNMbsnJgL8/0Lp1/ePy8gBnZ+L7RVFAcDDQpcvHPrcA6UEABdyuABwzAI4EcN1AGXnK+9G3H1DNrkDRaDdQ2g/gH0TDtc80YPFicnzuXeDFYkDXBTD0QXAwmR5F0aBpAc5qTofe3ZOAfCbwZCb2UGbYl/YUf3T/A66mrk0uVSgEJkwgU13s+wqHauzRSqoVroy5AiVpJQBAWhoRPGVlwM2bgLk5UFhIsnNfv07c2mbN+m5nn4GBgYHhP05LRA+fpmkmCwoDA8MPY8GNBbj1+hYMlAyQW5aLcyPPNYijmXV1FvhCPnYM2tFsXZ0X2S+wInwFhnOHY1fULkiwJHB+1PlmLUNCWgivEC9cenkJe4bsgYupy/da2ic2bSJpx6ZNq7/9wAFSfHT5cqIC6k1MSAqQZmWR3/38AAcH8nNOBPBsDgDgTjkw5B1gIAHc0AKqTC6gj60ApVQVikePAqX9AMeDKIy0cAW2biXiqSofuDsKkNEFbPbhylUKI0aQrmmawlb19ej96E9ATRyIHIEIWgPTUxMxyGgQVtmtanKZNA3MnElCk+Yuz8Ip8V9QLajG1TFXoa2gDQB4+5YstbiYCBxLSyAnh2x79AgICADGNZ+Uj+H/CaWlpVSnTp2MvzV728qVK9VFxUa/F1paWuaZmZn13PtPnDihuHDhwtZNHfO9qKqqoqZMmaKlp6dnZmRkZGpubm4SGBioAABFRUVio0eP1tXR0TEzMTHhmZqamvj6+qoCpCCpl5eXjpGRkSmHw+GZmZmZJCYmSgDAli1bVDgcDo/D4fCMjIxMjx8/3qq5OTg7O+sfOnRI6Ueuc9u2bSoeHh6637NPGRmZDo1tnzlzpua5c+fkAcDGxsZYX1/fzNjYmNexY0fu8+fPv1wp+Qcze/ZszaVLl2oA9ef6+b3dq1cvww8fPjT9Zu474O/vrzhr1izNL7f8d9KSRAaxFEW5A2BRFGUEYDqAez92WgwMDP8VTsWegu99X3BVuUj8kIiTTidhq2Nbr82VlCsIig/CKrtVaKvUtsm+qgXV8DzniVZSrZBfkY/XBa9xy/NWs4kIaJrGjMszcDLmJNb2WQsfK5/vtbRPZGaSyprjxgFqdYqXv3hBovT79wcWLmx43OrVxAwCEFHk7U1+Ln8P3BoMgMb9MsD+PaAtKY6bWjWQ0f0Nlr1NkMevRPnokYDOAxw9Iw537Z5EiYiJfXKLq8wC+t/F9XBFODoSjQUAXq2CMS16AqCuDNy0w9uKIozIkEZbpbY46XSyWYvZ0qXA9u3A5Dl5uKLeH5kFmbjhcaM23fi7d0TcFBSQEkQdOxIR1L8/2XfhQsNarAz/f9m+fbuqo6NjAfsb0+75+flpeHt758vLyzdZyf57MHr06CIAP/QFL5/Px6xZszSzsrLEExMT46Slpen09HT21atX5T/OQV9fX78qLS0tlsVi4f379+ydO3eqAsD+/fuVRcexWCykpqaKKygoCFNTU8V9fX3bREdHJ6ioqAiKiorEPhd0P3I933pdvydbtmx5X/f3o0ePvurZs2f5pk2bVGfNmqVz69atemm1/5fzrjvXz+/t8PDwH5r+u6amBiNHjixauXKl1sqVK7N+9N/UP5GWvD35DYApgCoA/gCKAcz8gXP6ZiiKcqAoam9REWOYYmD4/8CL7BcYf3489BT1kPghEct6LcMo81H12lTUVGDqpakwVjHG711/b7a/tZFrEZ0VjU6anRD+Jhx7Hfaiu273Zo9ZGb4SOx7vwBzbOVjQfcHfXlOjbN9OIvVnz/60raSExPEoKRFLz+dxPDdvkjzPAIkBEv0sqAZu9AMEpXhcBgx8D7QWl8UtrRqoyemhy9hlyCyrQsUYF0DnAQ6FyGKMrAVw5gxJgAAAyduBjPNA+w0Ie9EJDg6AUCAEBQGspGOx+0V3UG1aA09noTznHoYXtEaVkI8Qt5BmaxVt2kR02tgJxXhsPBAv817i/Kjz6KJN3PEyMojg+fCBZOS2tiapqrt3Jxm4r19nBM+/jcDAQBVXV9dCAAgNDZW3trY27t+/f7t27dqZuru76woEAgDA2bNnFdq3b8/l8Xgm9vb2bYuKisRWr16tnpOTI96rVy9O586dOXw+H87Ozvoia8eKFSvUASA2Nlaya9euHGNjYx6PxzOJi4v76rf7dS0Tzs7O+l5eXjodOnTgamtrm9e1iixZskTDzMzMhMPh8Oq+Me/Xr187U1NTE0NDQ9NNmzbVZveQkZHpMHPmTE0LCwvu9evX5U6ePKm2f//+t9LS0jQA6Ojo8CdMmFAQFxcnGR0dLbt169YM1sf/BZqamvw1a9ZkAUBmZqa4hoZGjWhfu3btatTU1ASZmZnisrKyQkVFRQEAKCoqCrlcbjUA3Lt3T9rS0pLL4XB4/fv3b5ebm1vvn0xgYKDCoEGDat8ihYaGyvfp08ewqesBECvZ3Llz21hZWRkfPHiwRdaikydPKlpYWHBNTEx4Xbt25aSnp7MBYtkaMWKEvshKdfjw4VYA4OfnpyyyWk2ePFmrbl/e3t7aPB7PxNbWlvP+/Xu26Ho1Zrnq27dv6Zs3byQ/vw43b96U27Vrl7K5ubkJl8vlubu764kskUFBQQo8Hs/E2NiYZ2trywGA7OxsVr9+/dpxOByepaUl9+HDh9IAseC4uLjo29jYGGtra5uvXr26tq7B/PnzW+vr65t17dqV8/Lly9r7UTTXz+9t0bkVCdbly5drGBkZmRoZGZmuXLlSHQCSkpIk2rZta+rm5qZnaGho2q1bN6PS0lIKAOLi4iR79OhhZGpqamJlZWX87NkzKdF4EyZM0O7cuTNnypQp2mJiYujatWtJQEDAdyg69/+PL4oemqbLaZpeRNN0JwCdAWygabryx0/t66Fp+gJN0z6Kiv/Ja8nA8P+KgooCDA8YDkmWJN4WvYWbmRuW9VrWoN26O+vwquAVdg3eBUl2088yTzOfYk3kGtho2eBSyiXMsZ3zxYKZ2x9ux/Lw5fBq74WN/Tc26zb3zZSUkMwATk6k+AxALC0+PqRej78/oP5ZDaCMDGDgQPKznR1xgRPx4FegNAFPy4EBmYAKJYtbWuVowxbD8D/PIiVHiKrRzqC1H2DfRWV4VbYhWd/kPhZizYsCns0FNIcgInsmBg8GxKkaCIQUlFglCHmkBSkdNeDVYdDJu+BdaYJneWk44XQCXFVuk8vct4/U1HEaWYZXtoMRnRWNM65n0MegDwBi7OrTh3jqXbkC2NiQjNs9epBsbbdvA12bzyTO8DcYNw46NjYw/p5f48ZBp7kxKysrqfT0dEljY+Nq0baYmBjZrVu3piclJcWlpaVJHj16VCkzM5O9du3aNhEREcnx8fEJHTt2LF+1apXG4sWLc9TV1WvCw8OTHz58mHz//n2ZzMxM8ZcvX8YlJyfHT506NQ8A3N3dDSZNmpSTlJQUHxUVlairq1vzd89Xdna2eFRUVGJISMjLZcuWaQFECKSkpEi9ePEiISEhIT46Olrm8uXLcgBw4sSJtLi4uITo6Oh4Pz8/jaysLBYAVFRUiJmZmVW8ePEiUVlZWdCmTZtqZWXlBm/Yo6OjpUxMTMpZn7/8+MjYsWPzb9y40YrL5fK8vb217969Kw0AXbp0KVdVVa3R0dExHzFihP7JkydrH4C8vLwM1q5d+y45OTne1NS0Yv78+fXcmoYPH1787Nkz2eLiYjEA8Pf3VxoxYkR+U9dDdJyUlJTwyZMnST4+PgUtOZf9+/cvjY6OTkxISIgfMWJE/sqVK1sDwIIFC9ooKCgIkpOT45OTk+MHDx5ckpaWJr58+XKt27dvJ8fHx8c9e/ZM9tixY61E57Jjx47l8fHxCd26dStZsGBBs25aZ8+eVeRyuRWfXwc1NTV+UFCQclRUVGJiYmK8mJgYvWfPHpX379+zp02bpn/27NnUpKSk+HPnzqUCwLx58zQtLS3Lk5OT41etWpXh6elpIBojJSVFKjw8PPnx48cJmzZt0qyqqqIiIyNlgoODlWNiYuJDQ0NTnj9/Lvv53D6/t+vui4yMlDl58qTKkydPEqKiohKOHj2qJrreb9++lZo+fXpOSkpKnKKiouDo0aNKADBhwgS9Xbt2vY2Li0vYuHHju8mTJ9e6FqampkrdvXs3ed++fe8AwNrauiwyMrL5ytz/Ur5o36Mo6iSASQAEAJ4AUKQoajNN0xt/9OQYGBj+nQiEAow+OxpvC9+CzWLDRssGBx0PNhAdyXnJ2HB3A9zN3Wsfnhujil8Fz3OeUJBQwJP3TzDYaDA29NvQ7BxCEkMw/cp0DDUein0O+36M4AGIYCksJIpAhJ8fcOoUsGYN0KtX/fZVVYCZGUl/ZmhITCKiuSXvBN6cxIsKoH8WoMCXRJi5MnRqyrArYimuPNOHcPQQCHUeYfd1bUzI4gP3rgGqH1881xQDd90AKQ08FDuMQYMoKEpUIKtIGmIQ4MIlNrTM5ID8p8CjSfDlG+JkRgJW263GEM6QJpd46hSpqTNgUBWK7Ifj/pt7OOV8CoM5gwEQK06fPkTLXb0K2NoCd+4AgwcDiorEzY3D+Y7nnOEfQVZWFlteXr5eMI+5uXkZj8erBgBXV9f8yMhIOSkpKWFqaqqUjY0NFwBqamooKyur0s/743K5Venp6ZKenp46Dg4ORcOHDy8uKCgQy87OlvDw8CgEABkZGRqkkPrfwtHRsZDFYsHKyqoyLy9PHACuXLmiEBERocDj8XgAUF5eLpaYmChlb29fumHDBo2LFy+2+rhu8bi4OKnWrVuXsVgseHl5tUgc1GX+/PmtQ0JClPPz89k5OTkv2rVrV5OSkhJ74cIF+Zs3byoMGjTI+OjRo6lDhw4tiYiIeBkeHi5z7do1hQULFuhERUXJLlq0KLukpIQ1ePDgUgDw9vbOc3FxqecbLC4ujt69exefOnVK8ddffy24deuW4o4dO95duXJFvrnr4eHh8VXref36tcSwYcO0c3Nzxaurq8V0dHSqACAiIkLh1KlTr0Tt1NTUBFevXpXv0qVLiaamJh8ARo4cmR8eHi43duzYQjExMUyYMCEfAMaNG5fn5ORk2Nh4Hh4ebaWkpITa2tpVe/bseQsAda/DlStX5GNjY2UsLS1NAKCyslJMXV2df/v2bVkbG5sSkaVMQ0NDAACPHj2SP3PmTAoAODo6lvj4+LDz8vJYADBgwIBCaWlpWlpamq+srFzz7t07dlhYmNygQYMKRe5jAwYMKPya83X79m25QYMGFSooKAgBYPDgwQVhYWHyLi4uhVpaWlVdu3atAIAOHTqUp6WlSRYVFYk9e/ZMzsXFpZ2oj+rq6toPNCcnp3rupa1bt+ZnZWVJfM2c/i20xKmRR9N0MUVRowFcAjAfRPwwooeBgeGbWH57OS6nXIaipCIUpRRxzu1cbRpjETRNY8rFKZBmS9er1dMYK8NXIjYnFnIScuCqcnHSufm4k6QPSRgbPBbWmtbwd/avrRnz3ampAf76i5gzOn9Mf/3sGYn0HzgQWPCZO51AAFhYEJGkqAg8fQqIPqw+PACipiGuEuibCchUsRDWdyT0Mo8i9YMZZh76DfTowRDoPMbWcGNMSswkykL34ws/mgYe+gBlaYhrcxv9h6hAVaoE7/LIed+1pQZdB8gBlR+AiOG4Wi2P+W9eYQRvBBb2aCTe6CMXLwJjxwJde9RAwn0kQlOu49DQQ7XJIHJyiOB5+xa4fBno1o1YepycyNSuXyflhhh+LAcPIv1njykrKyusrq6u51Hy+csFiqJA0zS6d+9efOHChdfN9aempiaIjY2NDw4OVti1a5d6QECAsp+f39sfMHVISUnVCieapmu/z5w5M/P333//ULdtaGiofHh4uHxUVFSivLy80MbGxriiokIMACQkJISiB04ej1eVmZkpUVBQIKakpFTP2mNpaVmZkJAgIxAIwGKxsGHDhqwNGzZk1Q3el5aWpl1dXYtdXV2LNTQ0as6ePdtq6NChJWJiYrCzsyu3s7Mrt7e3L54wYYL+okWLsluyTjc3t/ydO3eqq6qqCiwsLMqVlJSEX7oeXxsLMm3aNN0ZM2ZkjR49uig0NFR+5cqVmqLz+fn9IDrXLaGpF1WimJ662+peB5qmKRcXl7ydO3dm1G1z4sQJxcb6bGxOFEXRACApKVm7k8Vigc/nU83NrSU0dw4kJCTqjkdXVFSICQQCyMvL8xMTE+MbO0ZOTq7e9aqoqKCkpKT+c/E8QMtiesQpihIHMAxACE3TNfgOb1EYGBj+m5xLPIfVkauhIq0CAS3AhVEX0FquYdKkU7GncPP1Tazps6bR/SIeZTzCujvroCipCEmWJM6POl8v1fXnlFSVwCnQCZJsSZxxPdNAbH1XTp8mT/siK09xMeDqSiwvx46RpAIihEJgwACSuprNBmJiAPmPGeeqPgA3+iCxCuj7HhCvAm4N2gGDzGOoEYij97pTwOgh4Os8xsb7Vpj+OA24dInU8hGRuh94G4B3yivRdWh3qEoWoSavGAKw4eFeg4kzpAAhH7jrhpTiLLi9r4KpmikODT3U5Ad4eDgpPmphKYDmFC+EpoRgh/2OWrfC3Fygb1/g9Wsijnr2JKfE0RHgcoGICEbw/JtRU1MTCAQCqry8vPYGiomJkU1MTJQQCAQICgpS7tGjR0nv3r3LoqKi5GJjYyUBoKSkROzFixeSACArKysQxZNkZmayP2YxK1y9enVGTEyMjLKysrB169bVdVygKFFGLAMDA9PvuR57e/viY8eOqYrm8/r1a/GMjAx2YWEhS1FRUSAvLy989uyZVGPuTAARC25ubh+8vb11KysrKQB48+aN+K5du5TNzMyqLCwsymbMmKElii8pLy+nRA/Ad+7ckUlLSxMHSCa3mJgYaT09veq0tDTxO3fu1ObAj4qKktHS0qpWUVERKCgoCK5cuSIHAAcOHFCxtbVtYD0bPHhwSVxcnMy+fftUXVxc8gGguevxOWvXrlVbu3atWmP7RJSUlLBELoeHDx9WEW3v3bt38ebNm2t9e3Nzc1k9e/Yse/jwoXxmZiabz+fj9OnTyr179y4FAKFQCFHszuHDh1VsbGxKmhu3KQYOHFgcGhqqlJGRwQZIzE5ycrKEnZ1d2cOHD+VFWfGys7NZANClS5eSQ4cOqQBE4CopKfEbc1EU0adPn9KLFy+2Ki0tpQoKCsSuX7/eqrF2de/tz4+/dOlSq5KSErHi4mKxS5cuKdnZ2TW5VmVlZaG2tna1KMZKKBTi/v37TX6wJSUlSZmamlY0tf/fTEtEjx+ANACyACIoitIDSWbAwMDA8FUkfkjE2LNjoSSlhILKApxyPgULDYsG7YoqizD72mxYa1pjkvWkJvur5FfCI9gDEiwJlNeU4+zIs81md6NpGuPOj0Pih0QEjAiAruJ3zaj6+WCkGCmXS/y4aJoUr3n9muRkVlWt33bcOFKhEyDfRWqAFgKXO+FlZQX6ZACoBm5Z70G7zOWgQMPnyCbk2I9Hjc5jrH3WG3PDnpKkBaJaPgBQGAs8mY5imX6wGLUAKuJFsPhwC++hBZ6JAPsOiZN2LxajJPMmhuarQkxMHCFuIZCTaNz1+/FjYMgQQN+Ahun8yTideBLr+67HVJupAEiygr59SdjShQtA797A/v2AmxsxeoWFNQxlYvj30bNnz6Jr167V3kTt27cvnTNnjjaHwzHV1dWtGjt2bKGmpibfz88vzc3NrS2Hw+FZWVlxY2JipADA09Pzg729vVHnzp05aWlp4t27dzfmcrm8cePGGaxcufIdABw/fvz1zp071TkcDs/a2pqbnp7OzszMZNM03eTrdktLS56GhoaFhoaGxYQJE7RbshYnJ6diFxeX/E6dOnE5HA5v+PDh7QoLC1nOzs5FfD6f4nA4vIULF2paWlqWNdXHli1bMlRVVfkcDsfUyMjI1MHBoZ2Ghgb/4zrS8vPz2Xp6euampqYmPXr04CxZsuQdQFwFBw8ebGhkZGTK5XJN2Ww2FixYkFNdXU3NnTtX28DAwJTL5fKCgoKUduzYkQ4Ahw4dej1//nxtDofDe/HihfT69evffz4fNpuNvn37FoWHhyuOHDmyCCAJFJq6Hp+TmJgoraKiIvh8O5/PpyQlJYUAsGjRovejRo1qZ2VlZayiolLr7rhu3brMwsJClpGRkamxsTHv0qVL8np6ejVLly7N6NWrF8fExMTUwsKifMyYMYUAIC0tLYyLi5M2NTU1iYiIkF+3bl1mS67b51hZWVUuXrw4o2/fvhwOh8Pr06cPJz09XVxTU5O/bdu2tOHDhxsaGxvzhg8f3hYANmzY8P7p06cyHA6Ht2jRIq3Dhw83a5Hs3r17+fDhw/PNzMxMhwwZ0s7GxqaB2ATq39ufH+/u7p7XsWNHEysrK5OxY8fmduvWrVmR4u/v/+rQoUOqxsbGPCMjI9MzZ860aqptRESE/LBhw/6TGb+orzEl1h5EUWyapr8t6f5PwNramo6KivpfT4OBgaEOxVXF6Ly/M94UvkEFvwJ//fIXZnaZ2Wjb3y79hp2Pd+KR9yNYa1o32ee86/Ow8R7xtN3vsB/jO45vdg4b727EvBvzsLH/RsztOveb19IibtwgeZj37wfGjwd27iQ1ejZsAObN+9SOpsnvmzaR3//6i7i/iQgbhFdvL6NXOlDJB24rzAW38wew3hzG5YSuGP6OjyrdKCyLG4rlZ4KBEycAd/dPx/PLgCudUFOeD/Pfo1FZIo3ZBYsxA9shJ0sjJZWChgaAt0EQRrrAuUQfF3LScXXMVfRt27fRpcXFEauNgiKN/hvnYF/sX1jUYxFW91kN4JPgSU4mgqdfP8DXF5g7l3j1nTlTvz4rw9+HoqgnNE3X+2N5/vx5mqWl5YemjvkZ3L17V3rjxo2tz5079zo0NFTe19dXIyws7Iem5gVIPZLU1FTJxYsX5/zosf7L2NnZGV6+fDm1rjsgAIwfP17HyMiocsGCBbn/q7kxNCQ9PZ3t6ura9v79+8lfbv3/k+fPn6taWlrqN7avJYkMVAAsA9AdxK3tDoCVAPK+4xwZGBj+xQhpIbzOeSHpQxJo0JhoNREzOs9otO2T90+wK2oXpnSa0qzguZd+r1bwzOoy64uC5+arm1hwcwFceC6YYzvn2xfTUjZuBFq3BsaMAZ48IemqBw8mT/51WbPmk+Bxda0veF4sxZs3l2GXAZQLgFs5A2E8wR5i4X2RXSkN18xKVOlGY/7L0Vh+5hgpPFpX8ABA1HTQxYlw23kN5UXS8C8aCDsqEhRoXLn6UfAUxQMPvLC6UhvnstPw1y9/NSl4Xr0iWk5SEnDwXY7tL/7CjM4zaguW5uURkZOcDJw/T8TP4sVkma6uxKtP4j8ZQvvfpFu3bhWPHz8u/tbipN/KqFGj/pNvsn82jQnYnj17GtXU1FB//vlnA8sSw/+WV69eSfj6+v70+L5/Cl+09FAUdR1ABIDjHzeNBtCbpul+P3hu3wxj6WFg+GexNnItFt1aBBbFQm/93rg8+jLEWeIN2gmEAnQ50AXvit8hcWpikzVhymvKwdnOQUZJBvq37Y/Loy83m7jgTeEbWO21goacBh5OeNiky9Z3Izoa6NABWLsWmDyZVODk80kSAxWVT+22bAFmzSI/GxoSpSCKn0kPxrtbTuj5DigQADefGsLyyH1UnjMEzSqC8SNDvFd6hZmvJ+KvY7uBRYtIkZy6vD4O3B+LzdcWwvfsfISVWGGAzD28KVfD2rXAH38AqC4CrtogJC8bw94UwdPSs8k4nowMUlOnuBjw2vcnNsfMx/gO42uz34kET0LCJ8EzYwYxck2YAOzZ07AcEcP34Z9q6WFgYGD4mfwtSw8AZZqmV9X5fTVFUcO+x8QYGBj+/Vx+eRmLbi2CJEsS+q30cdrldKOCBwD8nvgh6n0UTjqdbLYI5pSLU5BRkgE9RT2cdjndrOCp5FfCOdAZNcIaBI8M/vGCByCWG1lZksd53DggPR2IjKwvePbv/yR4ZGSAR48+CZ7CeLwPc4ZdBpAnAG7clUf7A+F4fng8OCpF6JrUCu+VXmHi6+n469gWwNsbWLWq/hyKkyF8OAmPXnXH5rNzEFZijeUGR/HmtRr69PkoeGghcN8D8XmpGPNeAp00O2HPkD2NCp4PH4iFJy8PmHxwF/6MmQ83Mzf4DfEDRVHIzyf7ExKAkBDi/jZqFElcMHcu8Oefn5bHwMDAwMDws2lJIoMwiqLcKIoS+/jlCuDij54YAwPD/39S81PhdsYNkixJyErIItQ9FErSjRfxzirNwsKbC9HXoC/czNya7PNi8kUceX4EkixJ3PS42aw4EqW9fpL5BMeGHwNH5ScUg3n7lhSu8fYmvlzBwSSOp25iAX9/UpxUxLVrgNLH81KZh6yLNujzjkYWH7jygIL18ms4uO8BOCrnMSCdhRixYngkz8aeY1tI7ufdu+srCkElKm+NRGGJJCbt2YcbJV3xqM8C+L/uAlVVkjIaABC3FgVvz2NonhJkJRRwduRZSLEbxisXFZFYnNevgan7juDPuKlwNHbE0WFHwRJj1Qqe+Hjg3DmSqGDgQCJ4Nm0inn6M4GFgYGBg+F/SEkvPRACz8cm9TQxAGUVRswHQNE03nRuWgYHhP0tZdRmGnRqG8ppyUKBw1vUsDJUbrSUHAJh7bS4q+BXYNXhXkymSCysL4XKa1H8JHhmMdsrtGm0nYu+TvTgUfQhLei6Bo7Hjty/ma9iyhXy3syP5nB0dP1l0AGIGGTuWqACaJi5w3bqRfYIq5F7qhL5vy5DOB64mAF1GHMCKC8aY2s4OgzKAe5U0RjyfgyMX/yIp0U6caOAzVnR7LhTLozH+QABOZDhDwnMUfj3xK1gsCnfuAOLiAN5fhuD5ErgXaeJNeS5ue92GtkLDJFbl5YCDA/D8OTD3YBD+TBqHfm37IWBEAMRZ4igoIIInNpYIHnNzYuVJTGyYU4GBgYGBgeF/xRdFD03T8j9jIgwMDP8eaJrG+PPjEZsbCwA46HgQvfR7Ndn+1utbOBFzAkt6LmnWGtPrUC9U8Csw13Yu7I3sm53Dg3cP8Nvl32BvaI9lvZZ920K+lsJCYN8+Yn2ZPh3Q1AQOH/5k5rh2jUTzs1hAdTWpyyMqUEoLkXdjIPolvcbrGuBSDtBd/Tcsf/srbFnd4JJXicgKCoPuz0LgnZ1EXYSEAFL1LTM5T85CPXsndl2divkPV8NwliP0Ti4Fn09hzx7A2BhASSpw1x0LS9VwJe899g7Zi646XRssp7qa6LY7d4B5+y7BN80dttq2ODfyHKTYUigs/CR4goMBfX3A1pachsuXSUwPAwMDAwPDP4GWuLeBoigliqJsKIrqKfr60RNjYGD4/8tfD/5CQFwAAGB+t/n4tcOvTbat4ldhysUpaKvUFn90/6PJdnOuzsGLnBdo37o9Ng7Y2Oz4WaVZcA50ho6iDo47HW825ue7smcPUFpKqnK+fw8EBn5yW4uMBIYNI2aW6moiiAIDawVRwYOp6P/sNpJqgPPVQO/4ntig8RfSIndgnfw9RFYAfW7OQGjUIVCabYiqUKhvaM9Ifg2p6HF4+rojup6IhMXioXCMXYvsbAoODiTECPwyIHI4/Itr8GdWLiZbT4a3lXeDpQgEJPHc5cvA7G23sTXLGeYa5rjofhGyErK1gufFC+DsWaBVK2Kwqq4mRUsZwcMAAKWlpVSnTp2MvzV728qVK9VFxUa/F1paWuaZmZn1XvqeOHFCceHChU1XQf5OVFVVUVOmTNHS09MzMzIyMjU3NzcJDAxUAICioiKx0aNH6+ro6JiZmJjwTE1NTXx9fVUBUpDUy8tLx8jIyJTD4fDMzMxMREU0t2zZosLhcHgcDodnZGRkevz48VbNzcHZ2VlfVOST4cvIyMh0AIC0tDTxgQMHtgWAe/fuSQcEBNT6Vv+M+2f27NmaS5cu1QAAHx8f7fPnzzNGia+kJSmrJwCYAUAbQDSALgDuA+jzQ2fGwMDw/5Kw12H4/drvAIBhxsOwtu/aZttvurcJSXlJuDz6MqTFGy8ifenlJWx+sBky4jKI8Ipotr8aQQ1cT7uioKIA98ffh7K08rct5GupqiIpozkc4PZt4uZmY0P2PX5M0lWLi5PUZ2w2SW+mSD4zi+K24JfwPYirAkKkgX7HtLBt3CVs9k2Dye/TEVkBDLzrifOvzoCSlCAWIw2NesO/e1uDD8GjIKdCg721GhbLR2I9ezGuXSdNg4JA3OkeeuNZVgzGZ0qih24PbBm4pcFSaJoIpNOngWnrH2BP8RC0VWqLq2OuQlFKEUVFxEj1/DkRPHw+ETk6OsDVq4CBwQ890wz/j9i+fbuqo6NjAZvdEm/6hvj5+Wl4e3vny8vLC7/z1OoxevToIgA/NM01n8/HrFmzNLOyssQTExPjpKWl6fT0dPbVq1flP85BX19fvyotLS2WxWLh/fv37J07d6oCwP79+5VFx7FYLKSmpoorKCgIU1NTxX19fdtER0cnqKioCIqKisQ+F3Q/cj3fel2/lZqaGoiLN54I50ejr69fc+XKlVcAEBUVJRMVFSUrKuj6M+6fusydOzfn119/1XN0dCz5WWP+G2jJ25MZADoBeEPTtB2ADgCYYlMMDAwNeFv0Fk6BTgAFWGpY4rjTcYhRTf+beVXwCqsjV2MEbwQGGg5sso1TgBMA4NzIc5CXbP7l1u/Xf0fk20jsc9gHy9aW376Yr+XECSArC0hJ+eTeBgAxMcAvvxCXtuJism3LFsDKCgBQ8uYcBobOQnQVcEYZGLhVEnvdH2DGMhoGMy0RWUljyvsuOJdyH6yyYqIq2ratN/T798Dl9QvRXuchcvapw+J3D4T3WIyFC8mwt259rI2TtBU5qf4YltcKqrLqCHINggSrftEcmibZ1g4cACYsjsZx2KO1XGvcGHsDqjKqtYInOpoUGc3IIMu1tATu3WMED0N9AgMDVVxdXQsBIDQ0VN7a2tq4f//+7dq1a2fq7u6uKxAIAABnz55VaN++PZfH45nY29u3LSoqElu9erV6Tk6OeK9evTidO3fm8Pl8ODs764usHStWrFAHgNjYWMmuXbtyjI2NeTwezyQuLk7ya+e5bds2FQ8PD12AWEK8vLx0OnTowNXW1javaxVZsmSJhpmZmQmHw+HNmjVLU7S9X79+7UxNTU0MDQ1NN23apCraLiMj02HmzJmaFhYW3OvXr8udPHlSbf/+/W+lpaVpANDR0eFPmDChIC4uTjI6Olp269atGayPMXqampr8NWvWZAFAZmamuIaGRo1oX7t27WrU1NQEmZmZ4rKyskJFRUUBACgqKgq5XG41QKwRlpaWXA6Hw+vfv3+73NzceibvwMBAhUGDBtX+MwkNDZXv06ePYVPXAyBWsrlz57axsrIyPnjwYJPWorpWCQAwMjIyTUpKkkhKSpJo27atqZubm56hoaFpt27djEpLSykAsLGxMR43bpxOhw4duEZGRqZhYWEyor5GjRql161bNyMnJyeD9+/fs3/55Zd2ZmZmJmZmZibXrl2TBYilbMSIEfoiq9fhw4dbAYCfn5+yyAo2efJkrbrX5rffftMyNjbmWVpactPT09kAkJiYKNG+fXuumZmZyYwZM2qvcVJSkoSRkZFpZWUltW7dOs0LFy4ocblc3r59+5Tq3j/JyckStra2HA6Hw7O1teW8fPlS4lvvq/nz57fW19c369q1K+fly5e19zWHw6kuLCxkv3379ueqzv/ntET0VNI0XQkAFEVJ0jSdCMD4x07rExRFtaUo6gBFUUE/a0wGBoavp5JfCUd/RxRVFkFVRrXWDaopaJrGtEvTwBZjY8svWxptU1xVDLsjdqgSVGFChwno365/s3M48eIEtj7cihmdZ2C0xei/s5yvQygkGdrExQFdXaIYKIrU3en/cc6FhWTbiBHAlCkAgNLs+xgU4ISoSiBQAxiyGTjmHImJ65VgNNcCjwVl2CKpjD9vl0M88y1w4QJgYVFv6OxsYLnPRXh334SsGxowGv0b3o36HYMHEwGzeTPA4wHIDkfN0zlwyVdBTnUlgkcGQ11WvcFSVq0ix4yekYgQhQGQl5DHTY+baCPfBsXFRL89e0Y886KigEmTSKa2mzcBVdUG3TH8Qxg3Djo2NjD+nl/jxkGnuTErKyup9PR0SWNj42rRtpiYGNmtW7emJyUlxaWlpUkePXpUKTMzk7127do2ERERyfHx8QkdO3YsX7VqlcbixYtz1NXVa8LDw5MfPnyYfP/+fZnMzEzxly9fxiUnJ8dPnTo1DwDc3d0NJk2alJOUlBQfFRWVqKurW/N3z1d2drZ4VFRUYkhIyMtly5ZpAUQIpKSkSL148SIhISEhPjo6Wuby5ctyAHDixIm0uLi4hOjo6Hg/Pz+NrKwsFgBUVFSImZmZVbx48SJRWVlZ0KZNm2plZeUGVqvo6GgpExOTclYThazGjh2bf+PGjVZcLpfn7e2tfffuXWkA6NKlS7mqqmqNjo6O+YgRI/RPnjxZ63Ll5eVlsHbt2nfJycnxpqamFfPnz9es2+fw4cOLnz17JltcXCwGAP7+/kojRozIb+p6iI6TkpISPnnyJMnHx6fgW87t27dvpaZPn56TkpISp6ioKDh69Gjtw395ebnYs2fPErdt2/bGx8en9hXKixcvZK5evZpy4cKF1xMnTtSZPXt2dmxsbEJwcHDqpEmT9AFgwYIFbRQUFATJycnxycnJ8YMHDy5JS0sTX758udbt27eT4+Pj4549eyZ77NixVqJrY2trW5qUlBRva2tbun37djUAmDJliu6ECRNyY2NjE1q3bt3gXpKSkqL/+OOP9w4ODgWJiYnx3t7e9c7DpEmTdN3d3fOSk5PjR44cmTd58uTav5Ovua8iIyNlgoODlWNiYuJDQ0NTnj9/Xu8D1dzcvPzWrVs/oQbDv4eWiJ53FEW1AnAOwHWKokIA/K0quxRFHaQoKoeiqNjPtg+kKCqJoqgUiqIWAABN069omm6+1DoDA8P/FJqm4XPBB8+zn0OcJY5L7pegpaDV7DFnE87icsplrOy9stG2AqEAIwJH4G3RW+gp6mH7oO3N9vc86zm8L3ijh24PbOzffMzPdyc0lAgcoZD4kbVqBaSlEZ+vqiqgpASQlCSR/vv3AxSF8qKXcDjWC/craJxsDQzbDwR2PAXPvTyoTO6HVMnXOKRG4ddgbUinxhGV0aNHvWFzcgA3x3SsGeKF0jcyaN15ESq8p2PAAKCsjOit334DUP4OuOuKWYUKiCjKwwHHA7DStGqwjK1bgWXLAKfxr3Fbtx/EKDHc8LgBvVZ6tYLnyROSkfviRWDlSlKGKCSElCVqjGfPSAY4hv8eWVlZbHl5+XrBPObm5mU8Hq+azWbD1dU1PzIyUu727duyqampUjY2Nlwul8s7deqUytu3byU+74/L5Valp6dLenp66gQFBSkoKSkJCgoKxLKzsyU8PDwKAUBGRob+Hq5wjo6OhSwWC1ZWVpV5eXniAHDlyhWFiIgIBR6PxzM1NeWlpqZKJSYmSgHAhg0bNIyNjXlWVlYmWVlZ4nFxcVIAwGKx4OXl9dXiYP78+a25XC5PXV3dAiCWnZSUlNiVK1e+ExMTw6BBg4xDQkLk2Ww2IiIiXp48eTLVyMiocsGCBTqzZ8/WzMvLY5WUlLAGDx5cCgDe3t55Dx48qPeALC4ujt69exefOnVKsaamBrdu3VIcNWpU4Zeuh4eHxzeJHRFaWlpVXbt2rQCADh06lKelpdVaMNzd3fMBwN7evrS0tFTsw4cPLAAYOHBgoZycHA0Ad+/eVZgxY4Yul8vlOTg4GJaWlrIKCgrEIiIiFGbNmpUj6ktNTU1w584d2S5dupRoamryxcXFMXLkyPzw8HC5j+un3dzcigDAysqq7M2bNxIA8PTpUzlvb+98AJg4cWLe167v2bNnsj4+PvkAMHny5PwnT57Unvevua/CwsLkBg0aVCgvLy9UVlYWDhgwoLDuOGpqavyMjIwGfycMTdOS7G3DP/64nKKoMACKAK40c0hLOAxgB4Cjog0URbEA7ATQH8A7AI8pijpP03T83xyLgYHhB7P78W4ce3EMAODv7N/oA3VdSqpKMOPKDFhqWOK3zr812mb+jfm4/uo6KFAIcg1qtH6MiPyKfAwPGA4laSUEugQ2Wfz0hzFzJvm+eTNxW3v/HujXj7izCYVE8NTUkCAZRUVUlGdj6IEOiCirwTENwOUKcJ5aAfdLQyA7wQEFSg9wVAMYdlcHso9eAIcOkbzRdfjwAfilbxW2DXeHskQ+WG1Wgfb8DeNHkwKhKipEnFDCKiDSGQc+FGFnbhXm2s6Fu3nDPNKHDpFl2Ltm4Jl5X1RUVeC2521wVDgoLibWnKgoUnro0CGi8xYvJsKnqRo8x48DEyYAkycDf/31fU85w9dx8CDSf/aYsrKywurq6novVz9PR09RFGiaRvfu3YsvXLjwurn+1NTUBLGxsfHBwcEKu3btUg8ICFD28/N7+wOmDikpKVr0M03Ttd9nzpyZ+fvvv3+o2zY0NFQ+PDxcPioqKlFeXl5oY2NjXFFRIQYAEhISQlHcC4/Hq8rMzJQoKCgQU1JSqifMLC0tKxMSEmQEAgFYLBY2bNiQtWHDhixRED0ASEtL066ursWurq7FGhoaNWfPnm01dOjQEjExMdjZ2ZXb2dmV29vbF0+YMEF/0aJF2S1Zp5ubW/7OnTvVVVVVBRYWFuVKSkrCL12PlohKNptNC4WfmlVVVdVeeAkJidpzy2KxaNG5Ahq/PwByL4m20TSNqKioBJEIqrv98+NF166pOYqJiYl+Bp/Prz1YTEys6QP/Bl9zX61cuVK9qfINALGkSktL/9BYt38bTVp6KIpS/vwLQAyAOwD+ljmNpukIAPmfbbYBkPLRslMN4BSAoS3tk6IoH4qioiiKisrNZUKOGBh+FvfS7+G3K0S4rO2zFk4mTl88Zvnt5cgoycDuwbvBFmv47uXQs0Pwve8LAFjUYxGsNa2b7EsgFGD02dF4V/wOZ1zPoLXcD0/AVB8/P1K109KSmFVyc4mJJSsLkJMjPmZlZbWCqLK6BE77zXCzpAyHNAD3BODqQy+MiJ8DqXEOKFO9jSMagEuRLGSPvwX+/BPw8qo3ZH4+0L+PACO4K9GDewcsSW/AayG2biV1TymKGJyUlQFE/Yb77x5hcrYAA9oNwPp+6xssISiIiJNeg3Lwqkc/fCj/gCujr8BcwxwlJYC9PcnFsG8fsQZdvAjs2kVc4Rr7TBYIgHnzSDmiLl2ARYt+zKln+GejpqYmEAgEVHl5ee1dEhMTI5uYmCghEAgQFBSk3KNHj5LevXuXRUVFycXGxkoCQElJidiLFy8kAUBWVlYgiifJzMxkf8xiVrh69eqMmJgYGWVlZWHr1q2r67gsUaJsbwYGBqbfcz329vbFx44dUxXN5/Xr1+IZGRnswsJClqKiokBeXl747Nkzqc/dkETIy8sL3dzcPnh7e+tWVlZSAPDmzRvxXbt2KZuZmVVZWFiUzZgxQ0uU6a68vJwSPRjfuXNHJi0tTRwgmdxiYmKk9fT0qtPS0sTv3LkjIxojKipKRktLq1pFRUWgoKAguHLlihwAHDhwQMXW1rb08zkNHjy4JC4uTmbfvn2qLi4u+QDQ3PX4nLVr16qtXbtW7fPt+vr6VdHR0bKiuWdkZLQozsrf318JAK5evSonLy8vUFFREXzepnv37sUbNmyo9c29d++e9Md5F2/evLl2e25uLqtnz55lDx8+lM/MzGTz+XycPn1auXfv3g3OQ106duxYum/fPmUA2Ldvn0pjbRQUFASlpaWNPkN36NChbP/+/UoAiSeytrZudrym7qs+ffqUXrx4sVVpaSlVUFAgdv369VZ1j0tNTZWytLSsaK5vhvo05972BEDUx+9PPvs96gfMRQuo9ybqHQAtiqJUKIraA6ADRVFN5rOlaXovTdPWNE1bq6k1+PtjYGD4AWSWZGLQiUEQ0kKMMhuFBd0XfPGYF9kvsPXhVnh39Iatjm2D/ZFvIjExdCIkWBIwVzfHkl5Lmu1vRfgKXEm5gu3229FFu8s3r+Wb+PCBmEfExIjpo6iI+IC9egXo6ZH9lZW1cTzV/Cq47DfFlYIP2KcOeBQBt/f9gqHF2yHu6YAytXAc1qDhLk1BYlUZySjw++/1hiwsBAb05UNdeAMLh64FqJ7A6D24eROYM4e0mT+f1C1Fyj5kJO2DU64sdBX1cMr5VIP03VevkgKi1t0LUDDkF7wteoOL7hfRSatTreB5+BDYtg1Yv564q505Q6w3jVFURIxSGzeS0KXr15lYn/8yPXv2LLp27Vrti9L27duXzpkzR5vD4Zjq6upWjR07tlBTU5Pv5+eX5ubm1pbD4fCsrKy4MTExUgDg6en5wd7e3qhz586ctLQ08e7duxtzuVzeuHHjDFauXPkOAI4fP/56586d6hwOh2dtbc1NT09nZ2ZmsmmabvI1uaWlJU9DQ8NCQ0PDYsKECQ2r8jaCk5NTsYuLS36nTp24HA6HN3z48HaFhYUsZ2fnIj6fT3E4HN7ChQs1LS0ty5rqY8uWLRmqqqp8DodjamRkZOrg4NBOQ0OD/3Edafn5+Ww9PT1zU1NTkx49enCWLFnyDiCugoMHDzY0MjIy5XK5pmw2GwsWLMiprq6m5s6dq21gYGDK5XJ5QUFBSjt27EgHgEOHDr2eP3++NofD4b148UJ6/fr1DUIT2Gw2+vbtWxQeHq4oykTW3PX4nMTEROnGhImHh0dBQUEBi8vl8nbs2KGmp6dX2ZJzrKSkJOjQoQN32rRpen5+fmmNtdm7d2/606dPZTkcDq9du3amO3bsUAOAdevWZRYWFrKMjIxMjY2NeZcuXZLX09OrWbp0aUavXr04JiYmphYWFuVjxowpbG4Ou3btert37151MzMzk6KiokaDrOzt7UuSk5OlRYkM6u7bvXv322PHjqlyOByev7+/yq5du5q1sjZ1X3Xv3r18+PDh+WZmZqZDhgxpZ2NjUyueqqqqqLS0NMmePXs2ea8xNIRqzvT3QwemKH0AoTRNm3383QXALzRNT/j4+1gANjRNN+770gzW1tZ0VNSP0GUMDAwiqgXVsN5rjZicGHRs0xH3xt2DJLv5l3lCWojuB7vjZf5LJE1LapBO+nXBa9jst0EVvwrlNeWI8olC+9btm+zvfNJ5DD01FOPaj8N+x/0NXBt+KEIhURaRkcCvvxJVMGAA8QHr3JlU9FRRIWmpnz5FjZwMRh5sj+D38ditBkxiAw+m26Cv+HXQY4ahQj0cOxVlMaV1CbAdgLEncPAgEVQfKSoCBvSpwbvUHKSubQcpJVVgRCJev5NDhw4kdKh9e+DBA0C86BEqr3VHryxpxFcJ8WD8A5iq13/xfecOmbKhaQmkJgzA89ynOO92Hr8Y/oLSUiJ47t8nYsfXl+i3CxeA7t0bPyXJyYCjI5CaCmzfTpIcMPwcKIp6QtN0PZPo8+fP0ywtLT80dczP4O7du9IbN25sfe7cudehoaHyvr6+GmFhYSk/elx/f3/F1NRUycWLF+d8uTXDt2JnZ2d4+fLl1LpuW9+KjY2N8aZNm9J79uzJRAF+gaNHj7Z68uSJzNatW/9WjP2/kefPn6taWlrqN7avJXV6KACjARjQNL2KoihdAK1pmn70faeJd0C9TDDa+MqECRRFOQBwMDQ0/J7zYmBgaIQJIRMQkxMDDVkNXB1z9YuCBwAOPjuI++/u49DQQw0ET0lVCRxPOaKipgJlNWVY0XtFs4InOS8ZY4PHwlrTGjsH7/y5ggcg2doiI0nNncWLydP+o0fEzHHuHGBiQp7+r14FX14Wo492R/D7eGxTAybJATG/8zBA/AqEo4ejUuM2Jhd1xhTjB8BzAKpDiC9ZHcFTUgLY96vBs2dCvJvXEVKthMDASyirlsPQoaQmqrQ0EBAAiAtyQEc6YXKeJB6VFCN4ZHADwfP0KSkdpKVfAQWfoXiQ+RhBrkG1gmfQICJ4Fi0ibmwKCkQkmTbhMHT1KjByJElgd+MG0KvXjzv1DP9/6NatW8Xjx4+Lv7U46bcyatSon1Yz5b/MzxCwDA3h8/nUkiVLWhS3xfCJL1p6KIraDUAIoA9N0yYURSkBuEbTdKe/NXBDSw8bQDKAvgAyADwG4E7TdNzX9s1YehgYfiy7Hu/C1EtTIcmSxLOJz2CiZvLFYz6Uf4DxDmOYqpki3Cu8nkgRCAUYFjAMl19ehpyEHNopt8OD8Q+aTEhQWl2Kzvs7I6csB098nkBXUfe7ra1FREQQK4+YGAlcyc0FLl0iFp+DB0kgy4MHwI4dEEyeBI9TA3Hy5Q34qgKzWwGvffVglfQQ5WPcUdUmDGaPfseL0X+CqgRwrAtw6SYgU+umT6wufatx/5EYoodZw8zlOdBpN2jDSRg5ksTk0DRw+DDgOZYP3OqHbS/vYkYOH8t6LcPy3svrTT8xkSSCk5arhtHi4Qh7dxnHhh/DaIvRKCsjgufuXWDqVGD3bsDYGLh8GdBuxAmIpkmSgt9/B8zMSCY3ff0fd+oZGuefaulhYGBg+Jk0Z+lpScrqzjRNTwVQCQA0TRcA+Fsp8iiK8gdwH4AxRVHvKIoaT9M0H8A0AFcBJAAI/BbBw8DA8GN5+O4hfrv0GyhQOOd2rkWCBwDmXZ+H4qpi7B68u4FV5o+bfyA0ORQWGhYorynHkWFHmhQ8NE1jXMg4JH5IxCnnUz9f8OTkAG5ugJISidjPzCSR/dOmAUeOEMHz+DEwYgSEkydhXJAzTr68gfWqYpitBOSeVYZNfCTKRhPBIxXqh6fDfUEBwDl9IPhSPcFTVgYM6V+F+4/EcI03BGYuMYCuC2A4ERs2kIRwFEWm5OEBIHo+bqWFY3auEMO4w7C019J6009LI4nlxNh8mC0dg1vvLmHPkD21gmfwYGLRcXcnHnu2tsSg1ZjgqawkOm/OHGDYMCKUGMHDwMDAwPBPpCWVXGs+ppOmAYCiKDUQy883Q9P0qCa2XwJw6e/0zcDA8OPIKctBv2P9IIQQG/tvxEDDgS067s7bOzgUfQjzus5r4GZ1OPowNt7biP5t++P6q+tY22ctzNTNmuzL974vTsefxp/9/kTftn3/1nq+GoEAGDOGpE+TlgZ0dIhf1+zZxB2NywXS0wE9PQj37YVPiAeOJoRglYoY5isJURYtDYsLj1Ds4YVqzTBQ5w7hVd/5EJcVANEygN9dIqY+UlEBOA6oQOQDCQSqeqDP0mhASg+w2YdLlyn88Qepj6OqSiwy1Bt/vI7ZDNccKRirtsXRYUchRn16t5WZSQRPaZkQvTZPwPm3p7F5wGb4WPkQcTWECBx7e5Ka2tmZpJ2WaiSEOTMTcHIiBq1ly4ClS+t54zEwMDAwMPyjaMlH1DYAwQDUKYpaA5Kyeu0PndU3QlGUA0VRe4uKGFdeBobvDV/IR49DPVBaXYpRZqMwt+vcFh1XI6jB5IuToauo28DqcPftXUwMnYgeuj3w5P0T2GjZ4PduvzfRE3Dr9S3MvzEfI3gjWjz+d2XtWpKOzNmZpFFLTydmjsBAQF4eaN0ayM0FHRCAqZHzcODFSSxRprBYWYiaHBZ4Wx4jb4wPqrXDgOAjuCV9BG2ssoESChj/GND8VDC9shIYNqAcYfckcVhmCpz3ZwB0PtA9AMlpinB3J/qoogI4cQJoRb9A2f1xGJYjAwFLCiFuIZCXlK/tLz+fJC3IzKLRz3c6zr89gpW9V2KW7SyUl5NQpIgIYqi6eJG4tgUENC54oqKATp2AFy+IpWn5ckbwMDAwMDD8s/nixxRN0ycAzAOwDkAmgGE0TZ/+0RP7FmiavkDTtI+iouL/eioMDP863ILckJyXDEsNSxwbfqzFx215sAWxObHYNnAbZCU+la94U/gGwwOGQ1dRF3ISciirKcPhoYcbrdsDAG+L3mJk0EhwVbk46Hjw5ycuCAsjT/fu7kQVAKQuz82bRAC5ugI3b4L29cWMnCPY83Q/FigBK5RpCKso2K66jvejp6NGlwievdnP0NsnjNjQzY4CxrzaoaqqAKcBpbh2RwYHZGdg7IVWQFk4YLkexeKdMGwYMToVFABLlgDdOhWAjhiOX7OB2IpKnHI+BUPlTwldRKmnk5JpOGz9A2fSd+L3rr9jcc/FtYInPJzkXrh3j2i77dsBViPJWv39STwQi0Xc2UaM+IHnnIGBgYGB4TvRondzNE0n0jS9k6bpHTRNJ/zoSTEwMPyz2HRvE84knIGytDIifo1oUOulKd4WvcXy8OVw4DhgKPdTreHS6lI4nnJEtaAa3h29cTnlMlb3Wd1kfFAlvxLOgc6oFlTjrOvZehaMn0JWFjBqFMDhEBNMURHxE0tNBWJiiH/X9u2gRzhjrtErbH+8A7NbAWtVANCA28Z9iB6yGny9MODcYaz9UATviX8BkgBknYFuY2qHqq4GXAYW43KkHPbKz8Gvt7oDOVsAzSEQcmZh7FggKYkkEOjaFVi8SAjcG4P179JwuqgS6/uuxy+Gv3w6d5XA0KHAkyeA67a1CHi3AZOtJ2NDvw2orKTg6Ej0nI4OSXBw+DDwxx8Ni44KBGS7uzux8jx+TNJjMzA0R2lpKdWpUyfjb83etnLlSnVRsdHvhZaWlnlmZma9tysnTpxQXLhw4Q+vbFxTU4Np06Zp6enpmXG5XB6Xy+XNnz+/dlyKoqyGDRtmULe9kpKSpZ2dnSEAbNu2TUVJScmSy+XyDAwMTFesWFFbjHP27Nma6urqFqJ+uVwu78OHD6ySkhIxR0dHAw6HwzMyMjK1srIyFhXCnD9/fmtDQ0NTDofD43K5vFu3bjVaWFWEjY2NcUREhExzbf4us2fP1ly6dKkGADg7O+sfOnSoXh2cz+eQlJQkYWRkZAoAoaGh8vLy8u1NTEx4bdu2NZ0zZ06bHznXliIjI9MBANLS0sQHDhzYFiBFVQMCAmrf0v+se7Br166c3Nzcln2I/8toSUwPAwPDf5iINxGYd30exMXE8WD8AyhIKrT42BlXZgAAtttvr90mpIUYc3YM4nLicGz4MUy5NAVddbpiVpdZjfZB0zSmXpyKqPdRODfyHIxVjf/egr4WgQAYPRooLiaZ2jZtIq5shobAnj2kCufWraD19fCHlw42P/gLvykCm9RYoCDAmhPTccb6JIQGRPDMr1TAHxxPwBgA1IChgbVD1dQAbgMLceF2K+xSWADve6OAVDdASh2wPYyVqyicPw8YGAB5ecStjZ2wAhdfXsKiD1QDt8OaGmKACgsDRm/fghNZi+Fh6YEdg3bUCp5bt0g5odxcUoPH3r7hKSguJqcgNBTw8SFWIIm/lc6G4b/C9u3bVR0dHQvY7G973PDz89Pw9vbOl5eX/1uxxF9i9OjRRQB+qG88n8/HjBkztLKzs8UTEhLiZGRk6IKCArFVq1bVPuhKS0sLk5KSpEtLSyk5OTk6ODhYQUNDo6ZuPw4ODgVHjx59m5WVxTIxMTEbPXp0gaGhYQ0ATJo0KXvlypX1Uhn/8ccfrdXV1WvOnz//GgCeP38uKSEhQd+4cUP26tWrrWJiYuKlpaXpzMxMdlVV1U8xofP5fHzrPfElrK2tS8PCwlKKi4vFzM3NecOGDSvq0aNHbe2fmpoaiIs3nijnR6Ovr19z5cqVVwAQFRUlExUVJSsqCvuj70GhUAiapjFq1Ki8TZs2qW3YsCHrR431T+Vf5YXNxPQwMHxfskqz8MvxX0CDxtmRZ2GkYtTiY0OTQ3Eu8RyW9lwKvVZ6tdsX3VyEkKQQbP5lM07EnEAVvwqHhx5u0nq098leHIw+iMU9FtezFv00Vq0iysDFhQgegFh59uwh8TxhYUBODpat7IMNUVswSRHYqiEJCgKEPuiFJaqxELYNA84dwmRxLtZlDgd+BUBTgMN94GOiAT4fcB+Yj+CwVtjWaikmR40HCn2BstdA15MIvqSCFSsAS0vg9WsyvD77PJKeroR7jjjat25fr0CrUAh4eREh475pP07kzYKziTMOOB5AVaUYhg4lnnmyssSqc/t244InJYXE+Vy+DOzcScZlBA9DSwkMDFRxdXUtBMhbeGtra+P+/fu3a9eunam7u7uuQCAAAJw9e1ahffv2XB6PZ2Jvb9+2qKhIbPXq1eo5OTnivXr14vwfe2cdV9X9//HnvXQLSCghClzggqCCMAPbKTYitoIds53TOWPGnM6YOsWOYSuzu7EDk8ZCEREF6b7x++MMJopuOhff/e7z8eChnHM+cT7n3Mt5nXf5+PhIZDIZAQEBdo6Ojq4SiURaauWIiorSql+/vsTJyUkqlUpdoqOjf79o2BssXbrUtG/fvrYgWBeCg4Ntateu7WxtbV3zdUvD1KlTLdzc3FwkEol07NixZUF4LVq0sHd1dXVxcHBwXbBgQeXS7bq6urXHjBlT1d3d3fnEiRP6W7duNVu7du0TXV1dJYCxsbFi0aJF5WoSNm/ePGvXrl2VALZt22YSEBDwqqI5W1paym1tbYuSkpLe+wSfkpKiYWVlVSacPDw8inR0dJTJyckaJiYmMh0dHSVAlSpVZHZ2diUA+/btM3BxcZFKJBJpYGCgXUFBQTkxNG/ePLOhQ4eW5XRcunSpaVBQkA1ASEiISc2aNV2cnZ2lPXv2rFZq5Xt9LU6dOqX/vjl/CgwNDRU1a9bMj4+P1xo3blzVHj16VGvQoIFj586dqz979ky9VatW9m5ubi5ubm4ux48f1wPIysoSd+nSxU4ikUglEol048aNlQBWrVplUmopGzZsmFXpGLq6urVHjhxp5eTkJPXw8HBOSkpSB4iLi9OsVauWs5ubm8vo0aPL7pNSq1RhYaHo+++/r3rgwAFjZ2dn6Zo1a4xfvwcTEhI069WrJ5FIJNJ69epJ7t27pwkffm/Gx8dr1qhRw7V37962rq6u0gcPHmh27949c/fu3aZ/9fr/G/lPiR5VTI8KFZ8OmVyG12ovCmWFfNv4W9pJ2v3htvkl+Yw8MhKpmZSx9X6z4Gy6s4m5F+cyuM5g9DX0OXTvEHNbzH2nmLry9Aojj4yktUPrt2rN/C2cPAkzZwpBLJs2gZmZUKVzzx4hmYGZGRw+zKzZnzPr3loGGKmx3FIXFEXEP7WiY5YY5a+Cp7dBY5ZF+CCajGBj95gNBvaAIHj6+L0k7LQJi0xmM/JWfxCFw+PtUHMm0S996dtXiLmJjBRSU/dom0DWhd50TNVCS7MSe7vvRVdD8PhQKoVEBFu3QrdZ29iWOxg/Bz+2BmxFVqyOv79wahoaYG4uxPHUraDy2smT4O0Nqalw/DgMH/6225uK/w3698fG2xunT/nTv3+5guJvUVhYKEpKStJycnIqLt0WGRmpt2TJkqT4+PjoxMRErdDQUOOUlBT1OXPmVDl37lxCTExMbJ06dfJnzZplMWXKlBfm5uYl4eHhCVevXk24fPmybkpKisa9e/eiExISYr744ot0gJ49e1YfOnToi/j4+JiIiIg4W1vbknfP6o+RmpqqEREREbdv375706dPtwJBmN2/f1/77t27sbGxsTG3b9/WPXLkiD7Ali1bEqOjo2Nv374ds2rVKovnz5+rARQUFIjd3NwK7t69G2diYiKvUqVKsbGx8XutVn369Hm1Y8cO4/z8fFFsbKxuvXr18io67t69e5pFRUViHx+fgtJtK1eutCh1bfPx8ZEADB48OO2nn36yrFWrlvOoUaOqRkZGagF06tQp+9mzZ5p2dnZuvXv3tj106JA+QH5+vmjIkCHVd+zY8SAhISFGJpMxf/58szfmmHH48OFKpb+HhYWZ9OzZM+PmzZvaYWFhJhEREXFxcXExYrFYuXLlStM316JVq1a5H3xRPpDnz5+r3bp1S69WrVoFAHfv3tU9duzY/QMHDjwaMmSIzbhx41KjoqJi9+zZ82Do0KF2AJMmTapiaGgoT0hIiElISIhp27ZtTmJiosa3335rdfbs2YSYmJjoW7du6W3atKlS6TnVq1cvNz4+PqZevXq5P/30kxnA8OHDbQcOHPgyKioq1tLS8q37UVtbW/n1118/a9++fUZcXFzMoEGDMl7fP3ToUNuePXumJyQkxHTr1i192LBhZZ+1D703ExMTtfv165ceGxsbI5FIis3MzOTFxcWi0nv0/xP/KdGjQoWKT0erza1IzkmmrWNbpjeZ/kFtZ5+bTWJmIivarkBTTTALXE66zMADA2li14SJDSYy9vhYGlVrxAjvERX2kZqbSsDOAKwNrdnSecsfjiP6ZKSkCD5d1tZCxL6Xl+ADlp8PPj6CAvjmG+YNq8m0/IP0raTF6ipaiBX5vCrQpla8HYrqZ2HvBjoadWDDZWfEHQAbwMgNXL8GBO+5fm1S2X7SjHmmPzD2dhBUyoUbo8CiORlVJ9Gpk1C6JydHqIOzbHEuinOd6P2skAfFcsK6hpWrV/T114JFpvPX+whT9KGxXWN+6foLihJNOnUSBAwIxUQvXRI89V5HqRRq9LRuDVZWQvxOs2Z//ZKr+G/x/PlzdQMDg3LBPDVr1syTSqXF6urqdO3a9dX58+f1z549q/fgwQNtb29vZ2dnZ+n27dtNnzx58pY90dnZuSgpKUkrKCjIJiwszNDY2FiekZEhTk1N1ezbt28mgK6urvJTuMJ16NAhU01NDU9Pz8L09HQNgKNHjxqeO3fOUCqVSn99a64dFxenDTBv3jwLJycnqaenp8vz5881oqOjtQHU1NQIDg7OqGiMJUuWmDo7O0stLS3d79+/X2at8fHxKXj69KnWmjVrTFq0aPGW68qBAweMHRwcXF1cXGoOGzYstdRqBIJ7W1xcXExcXFzM1atXEwDq169f8OjRo8ixY8c+f/XqlXr9+vVdbt68qW1kZKSIioqKWbZs2WMzMzNZUFCQ/dKlS03v3LmjbW1tXeTu7l4EEBwcnH7hwoVygZRVq1aV2djYFJ06dUrv+fPnag8fPtRu2bJl7tGjRw2ioqJ0PTw8XJydnaUXLlwwfPjwodbvrcWHIBKJlO/bFhERoe/i4iJt3ry5ZPTo0c+9vLwKAVq3bp2pr6+vBLh48aLh6NGjbZ2dnaXt27d3yM3NVcvIyBCfO3fOcOzYsS9K+zIzM5NfuHBB77PPPsupWrWqTENDg27dur0KDw/XB9DQ0FB27949C8DT0zPv8ePHmgA3b97UHzRo0CuAIUOGpH/oOd66dUtv8ODBrwCGDRv26saNG2WWsQ+9N6tUqVLcvHnzcsLZ1NRUVtFn7L+OKqZHhQoVbzHp5CROJ56mRqUa7O++/4Paxr6MZcGlBQR5BNGoWiNASGjQaUcnbAxt2NVlF7329EKukLOh44ZydWRKKZGX0DWsKxkFGVwecBkTHZNPcl5/GJlMSFyQlSX4idWtC1WqCE//VavChg3w+ecs8qvEJItIepoYsL5yMWJ5PnkykNyUUmhzCdH+9TTT78b2W7aomxZBICDSgGanQCRCoYCBbZ6x+URVvjNbzFd3+oCZERxrDRoGyH0206OLGomJ0Lix4IJ28YISg6h+THkUy8EcWN5medk6A3z/PcybB21HneCgble8LL3Y330/IrkO/v5CWSGAli3hl1+E8KTXKSoSrETr1gkJEDZtevsYFf97rF9P0t89pp6enqK4uLjcB/zNrIsikQilUknDhg2zDxw48Oh9/ZmZmcmjoqJi9uzZYxgSEmK+Y8cOk1WrVj35C6aOtrZ22UO0Uqks+3fMmDEpEyZMSHv92IMHDxqEh4cbRERExBkYGCi8vb2dCgoKxACampqK0tgVqVRalJKSopmRkSE2NjZWjB49On306NHpjo6OrnK5vNzCtG7dOnP69Ok2x48fj3/x4kW5Z7XSmJ6TJ0/qBQQEOPr7+2fZ2tq+N1OEkZGRIigoKDMoKCizb9++7Nu3z6hOnTqF6urqtGvXLqddu3Y57u7uBZs2bTL18vLKf19fpXTp0iVj27Ztxs7OzoV+fn4ZYrEYpVIpCgwMTF++fHnym8e/vhZ/BmNjY1l6enpZRy9fvlQ3NjYuO//SmJ432+np6ZWJYaVSSURERGypCHp9+5v3aOn1rwh1dXWl+Nd8/erq6shksrLGYrH43Q3/BB9yb8bHx2vq6uq+9RKgqKhIVNH2/zr/KUuPKqZHhYo/zy+xvzDv4jz0NPSIGByB+AMKsCiVSoYfHo6+pj7zW84Hfs3Utq0DhbJCDvQ4wO643Rx/cJz5LedTw7hGhf18deIrzj0+x5r2a/Cw9Pgk5/VBfPutkMNZoQCpFJYsgb17hWCWw4fhyy/5yTaF8V7pBJqa8bNpHmrKIgoU4HbHgVfmt1A7uI7PNPqwN8kT7ZyXMENT+MatuwJ0zFEoYEibJ2w8XpVvzUOYHNVTEFY3RkFWLNTfwuRZlhw7JtRDPXVK8LTzMVxAWEwY372CgbUHMsxrWNm0Q0Jg8mRo0f8Cp8074lLZhSO9jqCJAZ07w9GjwnG9ewtJCd4UM6mp0Ly5IHimTIHdu1WCR8XHY2ZmJpfL5aL8/PyyB8HIyEi9uLg4TblcTlhYmImvr29OkyZN8iIiIvSjoqK0AHJycsR3797VAtDT05OXZhpLSUlRl8vlBAcHZ86ePTs5MjJS18TERGFpaVn8mruRqDTbW/Xq1V3fmtSfwM/PL3vTpk2VS+fz6NEjjeTkZPXMzEw1IyMjuYGBgeLWrVvad+7cqTADmoGBgaJ79+5pAwYMsC1dE5lMRklJyVtOo8OGDUsbP378M29v74K3exJo0aJFXufOndPnzZtn8b55Hz9+XK80W1dhYaEoISFB287OrvjOnTtapa5uALdu3dKxtrYurlWrVmFycrJm6fUIDQ019fX1zXmz3969e2ccPXrUeNeuXSY9e/Z8BdC6devsgwcPGicnJ6sDpKamqiUkJFRoUfjiiy+sQkNDK71v7hXRqFGjnE2bNpkoFMIz+7p16yqc3/to2LBh9rx588oy3126dEkHoEmTJtmLFi0q2/7y5Uu1Ro0a5V29etUgJSVFXSaTsWvXLpMmTZq81z2vTp06uWvWrDEBWLNmTYXxM4aGhvLc3NwK/8DWrl07b+3atcYgxBN5eXm9d7x33ZsVHatQKHj58qWGk5NT0fv6/C/ynxI9qpgeFSr+HHFpcXTf1R2xSEx4cDjGOsa/3+g1Nt/dzNnEs8xtMRczPTMUSgV99/Ql8kUkO7rsQEdDh/HHx9O8enOGeA2psI+tkVtZfHUxo31G08u916c4rQ/j2DGhUI2GBtjbC+qga1dh34YNcOgQK18cZtTncvzNrNli/BI1IE8O9ePNSDR4gMbhdbjJgjkkaof+kxgYWQkMi8HMFxwGCDE3bR+x9pgtUyzXMi26mxBc82gLPFgHrl+z/WwLfvhBSBEdFiZYeiYGn+LutYkEvVCjnnU9lrVZVvZWcvNmwULTqHsE1xzbYmtky/E+x9EVG+PvLyQiAPjqK/j557eTEdy8KRi0bt6E7duF/A2qgqMq/iyNGjXKOn78eJlrTq1atXLHjx9vLZFIXG1tbYv69OmTWbVqVdmqVasSu3fvXkMikUg9PT2dIyMjtQGCgoLS/Pz8HH18fCSJiYkaDRs2dHJ2dpb279+/+syZM58CbN68+dHy5cvNJRKJ1MvLyzkpKUk9JSVFXalUvjMCzcPDQ2phYeFuYWHhPnDgQOt3Hfc6nTt3zg4MDHxVt25dZ4lEIvX397fPzMxUCwgIyJLJZCKJRCKdPHlyVQ8PjwpjcACWLFmSbGlpWeLs7Ozq4uIirVu3rnO3bt3SqlWrVi7uw97evmTq1Kkv3tVPKdOnT3++Y8eOyhkZGWIoH9Pj7OwsjY+P10xISNBu0KCBk0Qikbq5uUlr1aqVHxQUlJGdna3Wt2/f6vb29q4SiUQaFxenM2/evGe6urrKlStXJgYGBtpLJBKpWCzmyy+/fPnm2GZmZnJHR8eC5ORkraZNm+YDeHp6Fk6ZMiW5efPmEolEIm3WrJnkXYkWYmJidKpWrfq78Vdjx46tVnqtatWq5Txu3Lg0fX19hbOzs9TJyUmal5cnnj59eurv9fM6q1evTrp586aeRCKR2tvbuy5btswM4Pvvv0/JzMxUc3R0dHVycpIePnzYoFq1aiXTpk1Lbty4scTFxcXV3d09v3fv3pnv6z8kJOTJ6tWrzd3c3FyysrIq9M328/PLSUhI0ClNZPD6vhUrVjzZtGlTZYlEIt22bZtpSEjIey2177o3Kzr2woULurVr1877pzLY/ZOI3me2+1/Fy8tLGRER8U9PQ4WK/ylyinKw+dGGrKIs1rVfR/86/T+ofUZBBk7LnLA3sedi/4uIRWKmnJ7Cd+e/48dWPzLKZxQtQlsQ8SyCyGGR5TK6lXI39S6frf0Mr6penOp7Cg21v/lL+elTcHcXcjRbW8OFCzBxopARwNsbFi1i3WhfBrZX0s7CgV8M7qOhpkVecQl+T7S4ICtE+9gabF8N4Hyd0ZhvXwq1jeHLTFDTgc6pKNX1GdXmHsuOOjKxys98H90RkXElyL4HR+uAsQe3TM/SoKE6tWsLdXvu34foa4/Rulmbug9zKdKsTMTgG1QxEEpQ7N0rFAmt0zqKB76NMdQ25Hy/85hpWdOx428ubYsXw+jRb5/2zp1CprfKlYW+6tT5OxZbxadEJBLdUCqVXq9vu3PnTqKHh0fau9r8HVy8eFFn/vz5lnv37n108OBBg4ULF1pU5Hr0qdm2bZvRgwcPtKZMmfK7wkHFP0PDhg0dL1y4cO+fnsf/N/r162fTqVOnzI4dO36Qdex/hTt37lT28PCwq2ifKqZHhQoVKJQKPlv3GVlFWQyqM+iDBQ/A5FOTSS9I53jb44hFYrZGbuW7898xsPZARvuMJuR6CGcSz7Cm/ZoKBU9GQQb+O/wx1jFmZ+DOv1/wyGTQqRNkZgpZ2c6cESw7W7cK+2fP5uep7RnUTklrCxfC9GPR0NAnt7AA/xS4KCtA//gqTJ4N4GSvFZh/vxT0dWGSCGRKaLANpbo+49rEsuyoC+Oqbuf7GH9ERoYgL4SLXUGsSbrzNjo1VMfUVMidsHQp/LKzAPN7/rR6ks0zuRrnuu8tEzynTkG3buDW6B5PmrREW6zNqb6nMNe2pm1bIQObmppwGqUGq1IUCqGu6uzZQqHT3bvB4r2OMipUfBgNGjQouH79evbHFif9WHr06KHyc/+XoxI8/wxubm4F/1XB83uoRI8KFSroEdaDmJcxeFbxZFW7VR/c/urTq6y6sYrRPqOpZVmLq0+v0n9ffxpXa8zytst5kPGAr05+RWuH1gyoPeCt9gqlgl67e5GUlUR4cDiW+n95Ueq3GTkSbtwQUlKfOyekNZs2TUib5uXF1k0T6Ncog+YmTuzWj0NTy4j8glwCU+WcLgCjoz+hlTiYk9NOYPPFcFBXh+1NIesQWHdEadWBiW0iWXy0JqOsf2FBTDtEBr96/dyaABm3kTXYT2CQDampQhjRsGEwYICSzjbDGXv1FqfzYWPHdXhbeQNw+bKQbMDO4wlpbZsjV8g40+cc1no1aN1a0G3a2kIYUtOm5U83J0eotbpvHwwYINTg0frg6iYqVPw+Y8aMSQfKAub/6fmoUPH/mfHjx/+j1t9/kv+Ux7YqkYEKFR/ODxd/YGfMTkx1TAkPDn8rc83vIVPIGHpoKFUMqjCz6UySspLotKMTVoZWhHUNQ12sTr99/dAQa7Cm/ZoK+59xdgZH7h9hqd9S6tnU+1Sn9sfZtOm3qpvnzwsR/f37g7Mz5Oezy01Mn+p3aKxpyz6zp2hrGVJYmEVAqpzjeWB6eAGihC84/lM8jqP8hGI2e78TBI9GJZT1dvBNm1vMP1qT4db7WRzn95vgSdoDCcvAaSzjF7XnzBn48UchpsbREZaNXkno7Y0szoTRPqMJqhUEwJ070KYNVK6eQkmP5uSWZHO893HsjVxo3lwQPIaGcOXK24Ln4UOoV08IV1q6FNasUQkeFSpUqFDx3+Y/ZelRKpUHgANeXl6D/um5qFDxv8DxB8eZdHIS6mJ1LvW/hJ5mhUmH3svya8u5/fw2O7vsRCwS03F7R/KK8zjZ5ySVdSuz+MpiLjy5wMaOG7E2fDte+ED8AWaem0m/Wv0Y4llxcoO/lNu3oV8/IWr/xAnh6b9TJ6heHcRi9jQyo0fls9QvMuFAzRJ0FSIKi7LomCLiZL4Sq0MzyIgdx6ldr3DvUkcovLNuBeR9JfTf+CDftr/N98d8GGx7hJ9iP0ekqy3sy02EK/3BxIvQyLksXQpjxgguaS9ewN3Tl7gbMZLBL8Q0s2vCgs8XAHDvHnz+OeiYpqM1sCXJeSmc6HMCt8q1adgQrl0T8iJcuwbV3vAkPHNGiP9RKoVsbi1a/E3rrEKFChUqVPyD/KcsPSpUqPjj3E+/T/tt7VGiZEeXHUgqSz64j2c5z5h6Ziqt7FvR2aUzQXuDuP38NtsCtuFq7kp8Wjxfn/qa9pL29PXo+1b7e+n36L2nN55VPFneZvkHW5n+NC9fQoMGglDZtAlcXATzibo6TJrEQVkM3Rq/pO4rLQ7Xs0Bf9orC4lzaPVXjZIES6YkxvLw7lQO/lOATLBUKl37zDVTfD7IcsB/I7L4KZh7zoX+1k6yIb464VPAoSuBiD0DBHYPtDB6qSfPmgnFp925Y/H0KlZ750zkFqhhasyNwB+pidZ48EYSKTD0Lk1GteJxzn/099uNlWY+6dQWhY2cHMTHlBY9SKaS0btlSiNu5dk0leFSoUKFCxf8f/lOWHhUqVPwxMgszabChAcXyYr6s9yWdXTp/VD9jj42lWF7MsjbLmBE+g19if2FBywW0lbRFrpATvC8YHXUdVrVb9ZagyS3OxX+HPxpiDX7p+gs6Gjqf4tT+OM+fC2nK8vOF4jb+/kKRmmfP4OxZji4YSkBXqJUKR1u5Y5B3g3y5knZPNTlbXEzjy724cHUhu3dD0/F1BNNMt24wyAMufgc6VZk7pStTT/rSp9o5Vsc1Rqz9WnKGO1Mg/QqZrjto08aeKlWEhALNm0OrlsX0dw2g+d00MpSaXO5xgMq6lUlNFURLRm4e9t+2IyrzDnu77aWhVTNq1oT4eHBzg6tXhVCkUoqLhZCl1auhbVshqYGh4d+73CpUqFChQsU/icrSo0LF/zNK5CW0CG3Bi7wXNKrWiB9a/vBR/Rx/cJyd0TuZ7DuZiGcRzDo3i361+jGu3jgAFl5eyJWnV1jeZnlZprFSlEolA/YPIDYtlu1dtleYze0vQy6HefMEM0hKCrRuLQTQBAUJATCbN3My8yadnG/j+hKOeXtjVHidXLk67ZI0OVNcTM97TQg/tonQTWLar2gD0dHg4wOhq+FyX0DE+s1T+fpkS3raXWJDQgPUXhc8z45A7A/Iqw+h7fCuZGbCrl0wfDjo6MCuyeMZFXuZSwUKNnYKxd3CncxMaNUKnjwrwvlbf+5mXGJr5600tW6Lk5MgeD77DG7dKi94Xr4ULDqrV8OkSULiApXgUfF3kZubK6pbt67Tx2ZvmzlzpnlpsdFPhZWVVc2UlJRyL323bNliNHny5L88g0pJSQkjRoywqlatmltpLZ2JEyeWjSsSiTw7depU/fXjjY2NPZo2beoAsHTpUlNjY2MPZ2dnafXq1V1nzJhRVkhz3LhxVc3Nzd1fr9OTlpamlpOTI+7QoUN1iUQidXR0dPX09HQqLWI5ceJESwcHB1eJRCJ1dnaWnj59+r0+zt7e3k7nzp3Tfd8xf5Zx48ZVnTZt2ifLIxkfH6/p6OhYYaHabt26Vbtx44Y2CPeFRCKROjk5SRs0aOD45MmTf9wwEBAQYLdhwwZjKD/XSZMmlbtXa9eu7fxXz2XOnDlmS5YsqbDQ6v8KKtGjQsX/I5RKJf339edGyg2qGlTlYI+DH+VSVigr5IvDX+Bo4kgzu2b029ePhrYNWdF2BSKRiJiXMUw9M5XOLp3p7tb9rfaLLi9iZ/ROvm/+PS1q/I0+VteuCQVHJ02CkhIhWcHevfD114LqmD+fs56mdLg4Aqc0OGEswVjnGjlyfTo+VXKmpIgJWY5s2XKalatE9Dg/XAiMsbERavqcaQWKQq7d6syA3UPpWv06P8f5oKb5Wo24/GeCMKpUk9GhP3LpEmzcCDt2CILl+KpNbI5ZxppsmNxwMoGugeTlCRaa6LgSan/XjeuvTrCuwzo+tw7E3h4SEwVBdOmS4JlXyp07QsHR69cF68733wvpq1Wo+Lv46aefKnfo0CFDXf3jnh9XrVpl8a6q9Z+SXr16Zc2ZM+f5XzmGTCZj9OjRVikpKRqxsbHRcXFxMZcvX44rKSkpOz8dHR1FfHy8Tm5urghgz549hhYWFuUKeLZv3z6jtO3ixYur3L9/v+yNytChQ1Pj4uJiSn8qV64snzNnjrm5uXlJQkJCzL1796LXr1+fqKmpqTx58qTesWPHKkVGRsYkJCTEnDlzJqFGjRrFf+UavL4W/wZ27Njx2NPTs7D09/Dw8IT4+PiY2rVr50+bNq3c2zqFQoFcLv/7J/krr8916dKl5eZ269atuL9y7JKSEkaOHJm+cuXK/+miBv8p0aPK3qZCxftZdHkRmyM3o6mmyZmgMxhoGXxUP3MvzOX+q/vMbDqTrmFdsdS3ZHfX3WipayFTyAjaG4ShlmGZCHqd049O89XJrwhwCWBC/Qmf4rR+n8xMwfXMxwcePwYnJyGBwbp18PPP8MMPMGwYF7p4025zG6qnKziZqI1pzQSyFZUIeFbA6eIS5qkZs2z5beZ/L2dw9gJYsUIwm9y5A4/WCO5qmZb4LNhF5xq32BzribrWaypDIYdLPUGWz/anO1m+Uoevv4ZKlWDBAvjuy1vkZg9kVJqIto5tmNVsFkVFgufd5atyPpsbzOWMfSzzW0Yri2Bq1BC89AIDBe31+lL/8otQe0cmExLS9ejx9yy1ChWvs3PnTtOuXbtmAhw8eNDAy8vLqWXLlvb29vauPXv2tC19iNy9e7dhrVq1nKVSqYufn1+NrKws8ezZs81fvHih0bhxY4mPj49EJpMREBBg5+jo6CqRSKSlVo6oqCit+vXrS5ycnKRSqdQlOjr6g3MRLl261LRv3762ILxdDw4Otqldu7aztbV1zdI37QBTp061cHNzc5FIJNKxY8dWLd3eokULe1dXVxcHBwfXBQsWVC7drqurW3vMmDFV3d3dnU+cOKG/detWs7Vr1z7R1dVVAhgbGysWLVr07PW5NG/ePGvXrl2VALZt22YSEBDwqqI5W1paym1tbYuSkpLeW9QsJSVFw8rKqkw4eXh4FOno6CiTk5M1TExMZDo6OkqAKlWqyOzs7EoA9u3bZ+Di4iKVSCTSwMBAu4KCgnJf5PPmzTMbOnRoWWaapUuXmgYFBdkAhISEmNSsWdPF2dlZ2rNnz2qlAuf1tTh16pT+++ZcysKFCyu7ubm5ODk5SVu1amVfavVLSkpSb9mypb2Tk5PUyclJeuLECT2Ab7/91sLR0dHV0dHRdebMmWVWMJlMRufOne0kEom0devWNUr7eZflqkmTJjmPHj3Sio+P16xRo4Zr7969bV1dXaUPHjzQfNc9sGzZMtNSS1GptS4hIUGzXr16EolEIq1Xr57k3r17mvDue0yhUNC3b19be3t71yZNmjikpaWVvS0onevw4cOtioqKxM7OztIOHTpUL13b0vZDhgyxLv2MrFmzxhiEz563t7dT69ata1SvXt21Q4cO1RUKBQDnz5/XrVu3rpOrq6tLw4YNHR8/fqxROt6IESOs6tat6zR79mwLAwMDhbW1ddGZM2f+UkvfX8l/SvQolcoDSqVysJGR0T89FRUq/nUcSjjEhBOCyNjRZQcS0w9PXABC8oHvL3xPF2kXFlxaQE5xDgd6HMBMzwyAeRfmEfEsgpA2IZjrmZdr+yTrCd3CuuFk6sSGjhv++sQFSiWsXQtWVrBzp1C0ZvlyIcrf3V1QCsOHQ5s2XP6qB35b22D9qoRTl8CsTwnZCmO6PcvkRKGcECMNVv10nfHD5HxZYzdMmAAaGoL1SLsIIkahUIhxnXKdDjWi2RZTCw2tN75io2bBi3DijULo84UzbdrAqFHQty/U80ynZ90OdHkmw97Yni2dt6KQi+nRA06cUOI7bygXsrYyt/lcWlb6AokEXr0SEs/t3PnbEAoFfPutkKHN3V2w8nh5/bXLrOLfT//+2Hh74/Qpf/r3x+Z9YxYWFoqSkpK0nJycyqwHkZGRekuWLEmKj4+PTkxM1AoNDTVOSUlRnzNnTpVz584lxMTExNapUyd/1qxZFlOmTHlhbm5eEh4ennD16tWEy5cv66akpGjcu3cvOiEhIeaLL75IB+jZs2f1oUOHvoiPj4+JiIiIs7W1LXn3rP4YqampGhEREXH79u27N336dCsQhNn9+/e17969GxsbGxtz+/Zt3SNHjugDbNmyJTE6Ojr29u3bMatWrbJ4/vy5GkBBQYHYzc2t4O7du3EmJibyKlWqFBsbGyveN3afPn1e7dixwzg/P18UGxurW69evbyKjrt3755mUVGR2MfHp6B028qVKy1KXdt8fHwkAIMHD0776aefLGvVquU8atSoqpGRkVoAnTp1yn727JmmnZ2dW+/evW0PHTqkD5Cfny8aMmRI9R07djxISEiIkclkzJ8/3+yNOWYcPny4UunvYWFhJj179sy4efOmdlhYmElERERcXFxcjFgsVq5cudL0zbVo1apV7h+5Dr169cqIioqKjY+Pj3FycipYunRpZYChQ4fa+vr65sTHx8dER0fH1KlTp/D8+fO6W7duNb1x40ZsREREbGhoqNnFixd1ABITE7WHDh36MiEhIcbAwEDx5vm8yf79+ytJpdKC0rb9+vVLj42NjYmKitKu6B6IiIjQXrBgQZVSS9GqVauelM6zZ8+e6QkJCTHdunVLHzZsWNlnpqJ7bNOmTZXu37+vFR8fH71x48bHN2/efEschoSEJGtpaSni4uJi9u/f/+j1faGhoZUiIyN1YmNjo0+dOpUwbdo061IRExsbq7N8+fKk+/fvRz958kTrxIkT+kVFRaJRo0bZ7tu370F0dHRsUFBQ2pdffmlV2l9mZqba9evX42fMmJEKUKdOnbyzZ89+3NvSfwH/uL+iChUq/noiUyPpsqsLSpRMajCJTs6dPqofpVLJF4e/QEtNiyJZETdTbrK/x37czN0AuJt6lxnhM+jm2o1A18BybQtlhQTsDKBIVsSebns+2sr0h4mNha5dISpK+D0gQAhsMTERYnnWrIH586FmTa4vnkDr7e2wLNLk9P5cLCeLyVHq0z0lg6MFsMYc9qzeQ9sGmszsfBua9hDMKgcPClajg1JQyhi7eTG1TXLZGeWKptYbgi71DETNJM+8D416BVG9OmzeLIQSZWbI2bOiG23ikikS67Kvx0EMNI3o1w/27FHS+PtxhOeu5Rvfb2iqORF3dygqEvTa8uW/DZGbK/S3ezcEBwuGKG3tv3aZVah4F8+fP1c3MDAo58dUs2bNPKlUWgzQtWvXV+fPn9fX1tZWPHjwQNvb29sZoKSkROTp6fnWQ7Gzs3NRUlKSVlBQkE379u2z/P39szMyMsSpqamaffv2zQT41YKi/LNz79ChQ6aamhqenp6F6enpGgBHjx41PHfunKFUKpUC5Ofni+Pi4rT9/Pxy582bZ3Ho0KFKv563RnR0tLalpWWempoawcHBGRWNsWTJEtMVK1ZYZGZmql+4cCHWwcGhBMDHx6fg6dOnWmvWrDFp0aLFW64rBw4cMHZwcDBITEzUXrhwYWKp1QgE97aZM2emvn58/fr1Cx49ehS5d+9ewxMnThjWr1/fJTw8PK5OnTqFUVFRMUePHjU4deqUQVBQkP20adOe1q1bN9/a2rrI3d29CCA4ODh9+fLl5sCL0j6rVq0qs7GxKTp16pSeq6tr4cOHD7VbtmyZO3fuXLOoqChdDw8PF4DCwkKxubm5DOB9a/Eubty4oTNt2jSrnJwctby8PLXGjRtnAVy6dMkgLCzsEYC6ujqmpqbys2fP6rdp0ybT0NBQAdC2bduMM2fOGAQGBmZaWloWf/7553kAffr0SV+6dKk5kPrmeI0bN5aIxWJcXFzyFy1alJyenq5WpUqV4ubNm+fBu++Bmzdvitu3b59RpUoVGYCFhYUc4NatW3pHjhx5ADBs2LBXM2bMKLOOVXSPhYeHG3Tt2vWVuro6dnZ2JfXq1fugYr7nz58va29jYyPz8fHJvXDhgq6RkZGiZs2aefb29iUArq6u+Q8ePNA0MTGR3bt3T6dZs2YSECxFZmZmZS8NevToUc7KaG5uLouLi/uf/auiEj0qVPzHSc1N5fPNn1MoK6R59eZ81/y7j+5rZ/ROTjw8gZ+DHwcSDvBDix9oJ2kHQLG8mKC9QZjomLC8zfJy7ZRKJV8c+oKIZxHs6bYHp8pOf+qc3kt+PowfD6tWCZYeGxvYvl2oxnn+vKASdu8W/L5at+bm3NF8vtsfU5Eep9emUPVLyNXQovuzLI7kC4In+dQ0zMXWLP42C5F3S8GcsmyZUCznzreQHcv1B57E32/L3kh7tLTfEDyFL+BSLxT6jrSeGkJBAZw9C9u2wYEDcHX1FMY9PMWtIhEHeuxAYurE6NEQGgqNv51OeNFiRvuMpkHRLBq0EqY+frzgEldKYiJ07ChovEWLhHo/f3cGcBX/XtavJ+nvHlNPT09RXFxcztz5pnVXJBKhVCpp2LBh9oEDB8q9tX4TMzMzeVRUVMyePXsMQ0JCzHfs2GFS+kb9U6OtrV0mJJRKZdm/Y8aMSZkwYUK5ivYHDx40CA8PN4iIiIgzMDBQeHt7OxUUFIgBNDU1FaXxTFKptCglJUUzIyNDbGxsrBg9enT66NGj0x0dHV3lcnm5hWndunXm9OnTbY4fPx7/4sWLcs9q7du3zwgNDX1y8uRJvYCAAEd/f/8sW1vb9wbJGBkZKYKCgjKDgoIy+/bty759+4zq1KlTqK6uTrt27XLatWuX4+7uXrBp0yZTLy+v/D+yRl26dMnYtm2bsbOzc6Gfn1+GWCxGqVSKAgMD05cvX5785vGvr8UfZfDgwdXDwsLu16tXr2Dp0qWm4eHh73xbVnqdKqKi+64iwsPDE0qFC0B6erqarq5umWXuXffA7NmzzUUi0QeJ7YrusffN7Y/wvjXQ0tIq26mmpoZMJhMplUqRg4NDwe3btyuMCTIwMChnlSwsLBTr6Oi811L5b+Y/5d6mQoWK8hTKCmmztQ2pualYG1oT1jUMsejjPvbZRdmMPTaW6pWqc+T+EYI8gviy/pdl++ecn8Pt57dZ1W4VprrlE7ysubmG9bfX843vNx9tZfpD7NkDVavCypVCRP/s2UK8zZ07gq9X48Zw/LjgU3bvHnc3zqPlsV4YaRhwJlSGzRDIqySi6/MCDufDSlMRVR/5EXWpBWt2VkLcqOFvJpYvvoBXMSgiZ1JYosV3O9awJ9IBbZ03/mApFXA5CGXRK6Ye28mFK/ps3izopvHjYdbg3ZwrnsvWHJjdbDZtJW2ZNg1++gl8J/1AOLMYUHsAdV78SNu2ImQyIe/C64InPFxIWPDkCRw+DGPHqgSPin8eMzMzuVwuF+Xn55fdjZGRkXpxcXGacrmcsLAwE19f35wmTZrkRURE6EdFRWkB5OTkiO/evasFoKenJy/NNJaSkqIul8sJDg7OnD17dnJkZKSuiYmJwtLSsnjTpk2VAAoKCkSl8RrVq1evMGPXx+Ln55e9adOmyqXzefTokUZycrJ6ZmammpGRkdzAwEBx69Yt7Tt37lSYAc3AwEDRvXv3tAEDBtiWrolMJqOkpOStT+uwYcPSxo8f/8zb27vg7Z4EWrRokde5c+f0efPmvTe4/Pjx43ovX75UA8HlMCEhQdvOzq74zp07WqWubgC3bt3Ssba2Lq5Vq1ZhcnKyZun1CA0NNfX19X3L4tC7d++Mo0ePGu/atcukZ8+erwBat26dffDgQePk5GR1gNTUVLWEhATNiub1xRdfWIWGhlZ639zz8/PFtra2JUVFRaLt27eblG5v0KBBTqmLmkwm49WrV+JmzZrlHj58uFJOTo44OztbfPjwYeOmTZvmAKSkpGiePHlSD2Dr1q0m9evX/0PudW/yrnugdevW2fv37zcpdWtMTU1VA6hdu3be2rVrjQFWrVpl4uXl9d5xGzdunLNr1y4TmUzG48ePNa5cuVKhyFNXV1cWFRW9dd80btw4JywszEQmk/Hs2TP1a9eu6fv6+lboHgng7u5e+OrVK/XStSkqKhJFRES805KTkJCg5ebm9s578t+OSvSoUPEfRalUErw3mJspN9FU0+Ror6NU0q700f1NPT2VlNwUnuU8o75N/XK1d26m3OS789/R2703HZ07lmt35ekVRhweQSv7VsxoMuPPnNK7SUoSiox27gxZWUKO5pMnhSj/atUEkaKhIcT3JCeTPH0cc5+H0eznZuhq6HL6QnWqtXpJoR10eQFH8mFpJV1ayuxYv34Ymy87ot64gdB38+aCIiksJG9nfUQiJT/smc/Wa7XRqajUUOwCSDnKmawfmRPiwYwZgoGoRw/wdIjF07sXE9Mg0CWArxt+zYIFglarNzqE89oT6e7WHce4VQQFiVAqYdo0mDPnt+5XrRJO19RUqM/TqtVfs8QqVHwMjRo1yjp+/HhZXEKtWrVyx48fby2RSFxtbW2L+vTpk1m1alXZqlWrErt3715DIpFIPT09nSMjI7UBgoKC0vz8/Bx9fHwkiYmJGg0bNnRydnaW9u/fv/rMmTOfAmzevPnR8uXLzSUSidTLy8s5KSlJPSUlRV2pVL5T+nt4eEgtLCzcLSws3AcOHGj9ruNep3PnztmBgYGv6tat6yyRSKT+/v72mZmZagEBAVkymUwkkUikkydPrurh4fHOh8wlS5YkW1paljg7O7u6uLhI69at69ytW7e0atWqlYtDsre3L5k6deqLd/VTyvTp05/v2LGjckZGhhjKx/Q4OztL4+PjNRMSErQbNGjgJJFIpG5ubtJatWrlBwUFZWRnZ6v17du3ur29vatEIpHGxcXpzJs375murq5y5cqViYGBgfYSiUQqFov58ssvX745tpmZmdzR0bEgOTlZq2nTpvkAnp6ehVOmTElu3ry5RCKRSJs1ayZ5V6KFmJgYnapVq74VfyWTycqsEpMmTXrm7e3t4uvrK3F0dCzLsrZixYon4eHhBqXndPPmTZ2GDRvm9+zZM71OnTounp6eLn369HnZoEGDAoAaNWoUrl+/3lQikUgzMjLUKzqfP8K77gEvL6/C8ePHp/j6+jo7OTlJhw8fblM6z02bNlWWSCTSbdu2mYaEhLzX4tqnT5/MGjVqFDk5ObkOGDDA1tvbu0L3tl69er10cXEpS2TwentXV9cCFxcX1yZNmkhmzJjx9H1WQG1tbeX27dsfTJo0ydrJyUnq6uoqDQ8Pf2eSievXr+u3b9/+g1zu/k2I3mcK+1/Fy8tLGRER8U9PQ4WKf5SZ4TOZfnY6ADu77HwrxuZDuJlyE6/VXuhq6GKqa8r1QdfLkhQUyYrwWuNFen460cOjMdYpS3REam4qnqs90VTTJGJwBCY6Ju8a4uMoKYEZM2DuXKH+TuXKMGSIkLv5zBnQ1BTier74goI67uxL2M/G2xs58fAECqWCRtUasTbFG8eYBRS1gg7JahwvlLPAyIbhlV7yxYwQlh1sgm639kItHokEbt4EsZj7U5ri4HmV6/d9kY4/h15F73ZfXoaTvqRq+mPVbScdOogICxMsMRvWZHN+ZS2aPE7E1tSZSwOvs/VnPQYPBu9BP3PNKpj2kg5UuxrGsiXCM8O338L06b+d+pgxEBICfn6Cq5wqh8v/X0Qi0Q2lUlkuZcWdO3cSPTw80t7V5u/g4sWLOvPnz7fcu3fvo4MHDxosXLjQ4syZM/f/6nG3bdtm9ODBA60pU6b8rnBQ8c/QsGFDxwsXLtx7c3vLli3tBw4cmNatWzdVKt5/Ea9/lv/pubyPO3fuVPbw8LCraJ8qpkeFiv8g26O2lwmeCfUm/CnBI1fIGXJwCGpiIfXygR4HymVlmxk+k6gXURzqeaic4CmRl9AtrBuvCl5xecDlTy94wsOhe3fBmiMWC5aeR4/gu+/A1ha+/x5lv35cLXnExtsb2b5oO1lFWVQzqsYU3yn09eiLfUwK7GhEUS9o/1SdE0UyZhl7M77yNaat+JYfF9uhOzxYEDzGxnD6NABnO46kUdA18ov0cB51vGLBU5wBF7tTomnDZ6PX4Ows4uefhYRxP/2k4OKSnvRMfoSapiF7exziwG49hgyBWr3CiLDuT7NqLdDct4NlOwTBM3MmTJ0qdJ2WJqSpPntWSCKnqr+j4t9KgwYNCq5fv579d9dl6dGjh+qB+V9ORYJHIpFIq1evXtS5c2fV9fuX8eLFC4158+a9Fav1v4RK9KhQ8R/jytMrBO0NQoSIptWbMqfFnN9v9B5W31hNxLMIRIjYErgFdwv3sn3Xkq8x9+Jc+tfqTxvHNuXaTTw5kfDH4Wzy34SHpcefmkM50tKEFGWHDwu/GxtDdjZcvCj4ja1YQbJvLTZFb2XjrsbEp8ejq6FLF2kXgj2CaWzXWIhrunwZZnaksI+S9kkanCwuYZpZW6ZUOsS2E90Y2cQYo80hcO6c4Bp3/DgYGnLQZwafjdyLCCVK3z0YVKrA/VmphCv9URY8I/jni2TmVeLEWSHHQr9+sGjQHH4oOkR8iZjjffYQc6k6ffqAa6fDRDv1xNuyHrJNe/nllND3jBm/CZ7ISOjQQUhAt2kT9O796ZZWhYq/gjFjxqQDZQHz//R8VPx7SUhIiPmn56CiYvz9/bP/6Tn8Wf5TokckErUH2js4OPzTU1Gh4h/hceZj2m9rj1whx8rAip1ddqIu/viPeWpuKuOOjwPgu2bflYvXKZQVErQ3iKoGVVnUalG5dtsit/HjlR8Z5T2K3u6f6KlcoYAlS2DSJCguFqw7CoUgMEaNomBgMHvl0Wy8s5wTS0+gREmjao2Y2GAiXaRdfkuRffcuzPwKOEZBD+iY/KvgUdZjglY4N+/VptEzDcx04yEsTGizZQs4OnLUexr5zZOpbJBOsWU39BxaVjzXhOXwdC+hkQvZfsKbw4ehRg1o2xa8bY6R6TaVva9gcauFiB83o0sXqNHsLPfrBOBsXJOclYeIuSWYj779VojjAdi7VxA5hoaCFvP2/jRLq0KFChUqVPzX+U+JHqVSeQA44OXlNeifnosKFX83OUU5tNvWjoyCDNTEauzvsf+tLGofStewrhTKCung1IFJDSeV2zf19FTi0uI41vsYRtq/BZPcTb3LgP0D8LX1ZcHnC97s8uO4fVswbyS9FgPq6opy5EiuNLFnY9wOduxvVOa+NrXRVMF9zcT+t+Pv3YPvJ0DJPmgLz9WgR5I+Z2W5zEitQk+HNAqKtTHdqYFVVwdBbYDgV9a8OSfqTmaplh+H6rVHoWGKZpMtFc/11U24NZ77BW0JnjuWH34QkgssXgzxNx4yd1YA3Z5DkHsv6olH07w9WHpd4Wmjdljr1uDVkmOkPjJCqRTid6ZPF3Tdd98J1p66dQXxU7VqxcOrUKFChQoVKt7mPyV6VKj4/4pcIafHLz2IfhGNEiUb2m+gdpXaf6rPNTfWcO7xOawMrNjRZUe52gGXki6x8PJChngO4XP7z8u2ZxRk0HlHZyppV2Jn4E401CpM2vPHycgQis+cP//btrZteTp+EJvUo9l4ZwEJWxMqdl8r5elTWPAl5O+EJkpuyWDmi2ocLEhCLsplTlYlaunUwc7sKEkLalA9uAt89ZXQtkcPGDKE03Un0uXJDzxbbQMiEeJmx0BcQRBNSQ5c6EaB0ox6YzfSo4eIL78UMmZ/OzWf7bPbEPgiD29LD0bWWMvnzUQYSm6T0cYPYzVL0hadpDCtMjKZIHCmT4e8PMElbtcuwcqzejUVZ4lToUKFChUqVLwTlehRoeI/wIQTEzh07xAAI71H0sejz5/q73HmY4YfHo6aSI0L/S6grf5b3Ep+ST7Be4OpVqka81vOL9uuUCrovac3T7KeEB4cjqW+5cdPICVFqIOzd69g5hCJKOjYlr3j27IxcQ8nzvmXua9NajCpvPtaKS9fwpJxkLsVuaeCA/liFry04GLuc3R4wuBKSvpmeXDhQTP8uv1I0hZrqgf0hokTBde5unVhzhzCfb6ifeJyTnzbHj2tPHAcAaaeb89ZqYRrQ1DmPqTzwrNY21dm7VooKIAePZQsGRzEyLx49LWMWVT/EO1baaNmEUdh4OdoKAxIW3gKrcIqFBbClClCHE9SkqD57tyB+fOFuj6q+jsqVKhQoULFh6Oq06NCxf84qyJW8eOVH1ETqeFr68vCzxf+qf4KZYX4bvBFppDxY+sfsTO2K7d/8qnJ3Ht1j/Ud1pcTGjPDZ3L43mGWtF5CPZt6Hz6wUgkXLgiBL1Wrwp49KJVKLrd2Y8iOPlj6nKPnqWHEp8UzrfE0Hox6QHhwOP1q9ysveLKyYG4/WFSFbKfNLLEHyTND/J8riMnMY35liK1ejekG81m/axhjApfw8kplbKz9hAI5GhplBU4vNJpM28RlDG23i3qOZ0DXBryWVjz/h+vh8TaWnp1BxBNf9u4FXV1BqDSzXcJWyzAey9RY2eIgvTtYka/1CHFwC2QlYtIWncJQWY3sbPjmG8Gj7uJF8PKChw/h4EH48kuV4FHxv0dubq6obt26Th+bvW3mzJnmpcVGPxVWVlY1U1JSyr303bJli9HkyZP/xJuaP0ZJSQkjRoywqlatmltpLZ2JEyeWjSsSiTw7depU/fXjjY2NPZo2beoAsHTpUlNjY2MPZ2dnafXq1V1nzJhRlkpz3LhxVc3Nzd1fr9OTlpamlpOTI+7QoUN1iUQidXR0dPX09HQqLa45ceJESwcHB1eJRCJ1dnaWnj59usLCqqV4e3s7nTt3TvfTr8x/j/j4eE1HR0dXgHPnzukGBwfbABw8eNDgxIkTZev8ww8/mC1btuzP+aL/DgEBAXYbNmwwBmjXrl2N14vS/n9CZelRoeJ/mJMPT/LF4S/QUdf5JC5lSqWSbmHdSMpOwsfKh5HeI8vtD08MZ8nVJYyoO4Km1ZuWbT+YcJAZ4TMIrhXMUK+hHzZobq6QKGDZMoiKAiDJEDY1NGBjk0rcy49C995DAqWBBNcKplG1RuXd10rJy4N1oyArlEe2MpZqqrHusSY58mKqFNiyxDiN4dbPKchtxZ6pruw3rsaKEcMpSNHBLEYCV7aCurpg5Vm7livtZuOXvAEnh2wW9ByKSCmG5mcqVh6Z0SgjRnL3eXMmbPia4yeEmqj79kH02XN4Dx3H8UxY1DiEr3vX52VRMkZjmpNRUEBByFlsdB1JSoKvv4ZZs2DdOqGeqp0d7N8Pzs4ftqQqVPxb+Omnnyp36NAhQ1394x43Vq1aZTFo0KBXBgYGik88tXL06tUrC/hL0yTLZDJGjx5tlZqaqhEbGxutq6urzMjIEM+aNatM9Ojo6Cji4+N1cnNzRfr6+so9e/YYWlhYlCvg2b59+4zQ0NAnz58/V3NxcXHr1atXhoODQwnA0KFDU2fOnJn6+vFff/21pbm5ecn+/fsfAdy5c0dLU1NTefLkSb1jx45VioyMjNHR0VGmpKSoFxUV/S2vVmQyGR97T3wsJSUlaGj8SZfrj6RRo0b5jRo1ygc4ffq0gb6+vrxly5Z5AF999dVHFUr9WIYNG/biu+++s9y+ffvjv3PcfwMqS48KFf+jxKXF0WVnF3Q0dCiRl7C72+4/51IGzDk/h/3x+9EQa7ArcFe5fbnFufTb1w97Y3vmtphbtv1e+j167+5NnSp1CGkTUi72573Ex8Po0WBlBUOHkn8vhq014fO+IqqNE/GNdw5VzWqwoeMGno9/zsZOG2li1+RtwVNUAGsHoFxuxDm99XTWUOCQKGJZngippj/jn/XgqVs0wSaQtlzCxO/bU7XXHcK+6opRfib6W/XgToJgaSoogB9/5Hrwclolr8PCWoPLCzsiUhZBzRlgYP/2ecjy4WJX8ooMaDVzMwsXqdGkCSQnwzdjk+k1tD0LM5UMdBvI5vGDeZj6AtMxLXiZl0bB6mM4GdckKUlISjdjhrAkgwZB06Zw9apK8Kj432bnzp2mXbt2zQThDbeXl5dTy5Yt7e3t7V179uxpK5fLAdi9e7dhrVq1nKVSqYufn1+NrKws8ezZs81fvHih0bhxY4mPj49EJpMREBBg5+jo6CqRSKSlVo6oqCit+vXrS5ycnKRSqdQlOjr6g99iL1261LRv3762ILwVDw4Otqldu7aztbV1zdI35ABTp061cHNzc5FIJNKxY8eWpRNp0aKFvaurq4uDg4PrggULKpdu19XVrT1mzJiq7u7uzidOnNDfunWr2dq1a5/o6uoqAYyNjRWLFi169vpcmjdvnrVr165KANu2bTMJCAh4VdGcLS0t5ba2tkVJSUnvfZJPSUnRsLKyKhNOHh4eRTo6Osrk5GQNExMTmY6OjhKgSpUqMjs7uxKAffv2Gbi4uEglEok0MDDQrqCgoNwX+7x588yGDh1q/fr6BQUF2QCEhISY1KxZ08XZ2Vnas2fPaqVWvtfX4tSpU/rvmu/rVonSdiDcP97e3k6tW7euUb16ddcOHTpUVygELWxlZVVz2LBhVjVr1nSpWbOmS1RUlFZpXwMHDrT28fGRDB8+3Do6OlrL19fX0dXV1cXT09Pp1q1b2gBJSUnqLVu2tHdycpI6OTlJSy0x3377rYWjo6Oro6Oj68yZM81BsODUqFHDtXv37tUcHBxcGzRo4JibmysCOH/+vK6Tk5O0Vq1azosWLSqzwh08eNCgadOmDvHx8ZqhoaFmK1eutHB2dpYePXpUf9y4cVWnTZtmAXDp0iUdDw8PZ4lEIm3ZsqX9y5cv1UCwsJWen52dndvRo0f1QRCPQ4YMsS69J+fPn18ZQKFQ0LdvX1t7e3vXJk2aOKSlpZUpzNatW+eeP3/esKSknJb+f4FK9KhQ8T9Ien467ba2o0RRQm5xLsvbLucz68/+VJ97Yvcw5cwUAOY0m4ONkU25/RNPTCQxM5ENHTegpylY5nOLc/Hf4Y+6WJ3dXXejo/E7EfYyGezZAy1agLMzypDlXKomZnB7qDJWQa8AuOdhXea+djb4LMG1gt+O1wEozofNAyhaaUCobD2exQoaP4VwcSWGeUwi6MEv/Cy+xYLG28g5Z8KhaY047eHJstkjaVDtIopQ0NxeE9I0BbGTnw9ffcXNb37h89RQTK20ub5rNZq5EWAohZpTKj6nG6NQZsXiP38zfv6WjBghZNIe2K+ICcF+jMnKpmEVL2KXhnAnIYMqX31Oct5jSjYeoo6lF/HxQt6E8ePBzw9++gnGjYNDh4QSRCpUfAr698fG2xunT/nTvz827xuzsLBQlJSUpOXk5FRcui0yMlJvyZIlSfHx8dGJiYlaoaGhxikpKepz5sypcu7cuYSYmJjYOnXq5M+aNctiypQpL8zNzUvCw8MTrl69mnD58mXdlJQUjXv37kUnJCTEfPHFF+kAPXv2rD506NAX8fHxMREREXG2trZ/+mkuNTVVIyIiIm7fvn33pk+fbgWCMLt//7723bt3Y2NjY2Nu376te+TIEX2ALVu2JEZHR8fevn07ZtWqVRbPnz9XAygoKBC7ubkV3L17N87ExERepUqVYmNj4/darfr06fNqx44dxvn5+aLY2FjdevXq5VV03L179zSLiorEPj4+BaXbSh+mnZ2dpT4+PhKAwYMHp/3000+WtWrVch41alTVUtemTp06ZT979kzTzs7OrXfv3raHDh3SB8jPzxcNGTKk+o4dOx4kJCTEyGQy5s+fb/bGHDMOHz5cqfT3sLAwk549e2bcvHlTOywszCQiIiIuLi4uRiwWK1euXGn65lq0atUq94MvChAbG6uzfPnypPv370c/efJE68SJE2XiydDQUB4ZGRk7ZMiQFyNHjiy7Nx88eKB98eLFhDVr1jwdOHBgtZCQkCfR0dGx8+fPfzps2DBbgKFDh9r6+vrmxMfHx0RHR8fUqVOn8Pz587pbt241vXHjRmxERERsaGio2cWLF3UAnjx5oj1q1KgX9+/fjzYyMpKHhoYaAwwYMMBu0aJFT27fvh1X0fydnJyK+/bt+3Lo0KGpcXFxMa1bty63DsHBwdXnzJnzNCEhIcbV1bVg4sSJZcJaJpOJIiMjY+fNm5c0c+bMqgCLFy+ubGRkJI+Kioq9c+dO7M8//2wWFxenuWnTpkr379/Xio+Pj964cePjmzdvlq2Tmpoa1apVK7xy5cr/OzdFlXubChX/YxTLi+m8szNPsp5QoihhYO2BDPYc/Kf6vP38Nr339EZDrIHEVMLoz0aX23/q4SlCIkIY+9lYfKv5AoIr3ID9A4hNi+Vor6NUq1Tt3QOkpsLatbBqFSQlkeRkyaagGmw0fMg900x0SyDQqiXBfpPf7b5WtgA5sG80L16GskouJyQLnivBpbIzK33GoB7VhZw93zOypT/5r/R4tsCCsy4t8f8+DDXkZB82olJxPRgySMgYkJYGhYXg78/tdTdo8WoXRpa6hJ9+ifGN8SBSh+anK55L4lZ4sI6FR74mW7clK1YI3m8LFkBT2yFMVYvETNMUjQOHOHO1kBrT2/AoPxbllgP4VvPl/HmYMAH69IHPPhMSF2zYAMHBH3gBVaj4F/L8+XN1AwODcsE8NWvWzJNKpcUAXbt2fXX+/Hl9bW1txYMHD7S9vb2dAUpKSkSenp5vPRQ7OzsXJSUlaQUFBdm0b98+y9/fPzsjI0Ocmpqq2bdv30yAXy0oyj879w4dOmSqqanh6elZmJ6ergFw9OhRw3PnzhlKpVIpQH5+vjguLk7bz88vd968eRaHDh2q9Ot5a0RHR2tbWlrmqampERwcnFHRGEuWLDFdsWKFRWZmpvqFCxdiS13UfHx8Cp4+faq1Zs0akxYtWrzlcnfgwAFjBwcHg8TERO2FCxcmllqNoGL3tvr16xc8evQocu/evYYnTpwwrF+/vkt4eHhcnTp1CqOiomKOHj1qcOrUKYOgoCD7adOmPa1bt26+tbV1kbu7exFAcHBw+vLly82BF6V9Vq1aVWZjY1N06tQpPVdX18KHDx9qt2zZMnfu3LlmUVFRuh4eHi4AhYWFYnNzcxkID9vvWos/Ss2aNfPs7e1LAFxdXfMfPHigWbovKCjoFcCgQYNeTZkypUz0dO7cOUNdXZ2srCzxrVu39AMDA8tM9sXFxSKAS5cuGYSFhT0CUFdXx9TUVH727Fn9Nm3aZBoaGioA2rZtm3HmzBmDwMDATCsrq6L69esXANSuXTs/MTFRKz09XS0nJ0etbdu2uQD9+/dPP3369G/1HH6HN9sPGjQoPTAwsEbp/sDAwAyA+vXr502YMEET4OTJk4ZxcXG6+/fvNwbIyclRi4mJ0Q4PDzfo2rXrK3V1dezs7Erq1atXrihw5cqVZb9nIfwvohI9KlT8D6FUKhl6cCjnHp9DS00LHysflrVZ9qf6fJ77nA7bOqAmUiNfkc+qdqvKxQVlF2XTf39/JKYSvmv2Xdn2RZcXsTN6J3Obz6WlfQVFOpVKuHQJli+HsDDyKWFvFzc2OmtxUnEfpQgaJ8JkfT8CJm/GQN/k/RMtTIdj44hM2cziAgVbsqEIaG3fijGfjcVd73MWjDrLAO+GSFvFknm2EpGvPHEefJuehpu5d1GCA7Wo5F1PCJrp3BkMDEAuB09PIs+m0yJzD3oW+py+oIFNdDNQyqDuStCxeHs+2fdQXh3CjccNWHx6JlevgbY2RERA3NHV3G/1M2lF6jSIPM7JowbUmNaGh4XXUd8dRkvJ5xw5Ilh3GjaEevVAXx/OnhX+r0LFp2b9epJ+/6hPi56enqK4uLjcG4w33V9FIhFKpZKGDRtmHzhw4NH7+jMzM5NHRUXF7NmzxzAkJMR8x44dJqtWrXryF0wdbW3tMiGhVCrL/h0zZkzKhAkT0l4/9uDBgwbh4eEGERERcQYGBgpvb2+ngoICMYCmpqaiNHZFKpUWpaSkaGZkZIiNjY0Vo0ePTh89enS6o6Ojq1wuL7cwrVu3zpw+fbrN8ePH41+8eFHuWa00pufkyZN6AQEBjv7+/lm2trbvzRRhZGSkCAoKygwKCsrs27cv+/btM6pTp06huro67dq1y2nXrl2Ou7t7waZNm0y9vLzy/8gadenSJWPbtm3Gzs7OhX5+fhlisRilUikKDAxMX758efKbx7++Fu9DXV1dWer2qFAoKCkpKVsbLS2tsuuipqaGTCYr2ycW/3ariUSisuP09fUVAHK5HAMDA1lcXFzMHzm/0uteEZqamq/PQ1lQUCBWKpV/3L37Iyi9J9XV1Sm9X5RKpWjhwoVPAgICsl8/9uDBg0bvm0tRUZFYV1f3L42T+zeicm9ToeJ/iPmX5rPh9gZMdUwx0jYirGsYWuofn4SlUFaI/w5/Xua/JK84jwG1B9DAtkG5Y748/iVPs5/yc6efy9zXTj86zVcnvyLAJYCvGnxVvtO8PFizBmrXRtmwIRdv72fQlxIsp+vRyymKe6/uMy0cHpxx5+y3iQTPOfx+wZP/DMWBHhxcb06L+FDcUxVsy1GnX53BxAyP4UivI2RvMmfbuAnM69ASG+2nvDxiTY6zPr6dT5H81Ibn1wbjqGiGKPQwjB0rZGjr21dQKRYWxNzToHnWL2iZGXLmvAY1cqZATgKY1gPHIW/PSV6E8kI3cvI16bpkGzt3qWNlJeRk+P7L62i0Hca5Avjs5QZObnWj+qQuPJSHo3M0lI5OnThyRJiGiQl06gROTnD9ukrwqPhvYWZmJpfL5aL8/Pyyp6/IyEi9uLg4TblcTlhYmImvr29OkyZN8iIiIvRL4zBycnLEd+/e1QLQ09OTl2YaS0lJUZfL5QQHB2fOnj07OTIyUtfExERhaWlZvGnTpkoABQUFotJsb9WrV3f9lOfj5+eXvWnTpsql83n06JFGcnKyemZmppqRkZHcwMBAcevWLe07d+5UmAHNwMBA0b1797QBAwbYlq6JTCYr91BfyrBhw9LGjx//zNvbu+DtngRatGiR17lz5/R58+ZV8FbmN44fP65XGhtSWFgoSkhI0Lazsyu+c+eO1utZvG7duqVjbW1dXKtWrcLk5GTN0usRGhpq6uvrm/Nmv7179844evSo8a5du0x69uz5CqB169bZBw8eNE5OTlYHSE1NVUtISNB8sy3AF198YRUaGlrpze3VqlUrvnHjhi7Ali1bKr0ubN5HaGioCcC6deuMa9eu/ZZLoImJicLa2rp4/fr1xiAIqsuXL+sANGjQIKfUhU8mk/Hq1Stxs2bNcg8fPlwpJydHnJ2dLT58+LBx06ZN31qHUipXrizX19eXHzt2TB9g48aNFf5hMzAwkOfk5LxV6M3U1FRuaGgoL43XWbdunWm9evXe6wbYsmXLrBUrVpiVJqC4e/euVnZ2trhx48Y5u3btMpHJZDx+/FjjypUr5XzEHz16pFW7du3C9/X9X+Q/ZekRiUTtgfYODg7/9FRUqPjk7Indw6STk7AysOJ57nNOB53G2tD69xu+A6VSyeADg7ny9ApOpk6k5acxr8W8csccvX+UNTfXMLHBxLKYoaSsJLqFdcPJ1IkNHTf89mYrIQFCQmDjRp6QxabPLfi5izn35C/Q4x5dbsoIvgmNXhkgXrceunR5/wRzHpAbPp6NiftZmq3kXglYiQ2Y22Qig7yHYaJViZc/H2bikjP07rGCwPZRZN+tRK6uNlX9nhL71IWTJ8bT/P5VRBdWCwKnZUshQ9uJE3DrFtjbE5diRLPC/aiZVuLMeXUcKsfCtTmgpg1Nj1c8t1sTEGXeoveyfXw9y4b69YXNUya8xLttKyblKKhXPIIzy7tjO64Hj9QPY3RuNe0ce7JlC4wYAc+ewY8/CvVP161TFRxV8d+kUaNGWcePH9fv1KlTDkCtWrVyx48fbx0XF6fj4+OT06dPn0w1NTVWrVqV2L179xql7kbTp09Pdnd3LwoKCkrz8/NzNDc3L1m8eHHSgAED7BQKhQhg5syZTwE2b978aNCgQdVmzZpVVUNDQ7lr164HxsbGCqVS+c6HZQ8PD2npd1f79u1fubu7v1NclNK5c+fs6Oho7bp16zoD6OrqKrZs2fIoICAga/Xq1WYSiURqb29f6OHhUWEMDsCSJUuSx44dW9XZ2dlVT09Poa2trejWrVtatWrVysUh2dvbl0ydOvXFu/opZfr06c+9vLyks2fPTgEhpmfnzp1l6Y/37dt3PyEhQXvEiBHVABQKhahFixZZQUFBGRcvXtQdNWqUbXZ2tpqamprSzs6u6Oeff36sq6urXLlyZWJgYKC9XC7Hw8Mj/8svv3wrw5iZmZnc0dGx4N69ezpNmzbNB/D09CycMmVKcvPmzSUKhQINDQ3l0qVLn0gkkuI328fExOj4+/tnvrl95MiRL9u1a+dQs2ZNl0aNGmXr6Oj8IYtEUVGRyN3d3VmhUIi2b9/+sKJjtm3b9nDQoEHV5s2bV0Umk4n8/f1f1atXr2DFihVPgoODq0kkkspisZhly5Y9btGiRV7Pnj3T69Sp4wLQp0+flw0aNCiIj4+vUMQBrFu3LnHgwIF2Ojo6imbNmmVXdExAQEBmly5d7I8cOVJp8eLF5SyVGzZseDRs2LBqo0aNEtva2hZt27Yt8X3nPHbs2LTExEStmjVruiiVSpGJiUnJ4cOHH/Tp0yfz1KlThk5OTq7Vq1cv9Pb2LhNrSUlJ6lpaWso377n/D4jeZ777X8XLy0sZERHxT09DhYpPxs2Um/hu8MVEx4Sn2U9Z0noJo3xG/ak+512Yx6RTk+jk1Im98XtZ12Ed/Wv3L9ufWZiJW4gbRtpG3Bh8A211bQplhTTa0Ii4tDiuD7qOUyV7oYhMSAj5Z0+wx1WNjS0rc0rvBUqUNDGrS/C+xwScfYF+iQgGDoQlS97/hJ9xl8fnxrIs8TRrsiBLCd5iS8a2+Z6AWr3QkClg82b2zbjOfW9dRndcSmGuNjxXoO9UwLOMKuw+NYDOF/ZS9WUUVK8Onp5w755Q5VNHB9q0AR0d7u2OpHHRMeTGlTl7Tg0XJwXss4aCFGgYBrYBb88vaS+c9+fHI2O4Z/AjISHC5rCdMp7d+YwvNW/gKP6MmG/PUXXYIJ6Z/Yz5rUV0MBvL2rUwYICgt27dgu+/F5IYqOrvqPiziESiG0ql0uv1bXfu3En08PBIe1ebv4OLFy/qzJ8/33Lv3r2PDh48aLBw4UKLM2fO3P+rx922bZvRgwcPtKZMmfK7wkHFP0PDhg0dL1y4cO9T9GVlZVUzIiIitkqVKh9XEOr/ETNmzDA3NDRUjB079h/9bviruHPnTmUPDw+7ivb9pyw9KlT8F0nOTqb9tvboaejxNPspvd17v1U/50PZH7+fr099jb+zP+GJ4TSwaUBwreByx4w5Oobnuc/Z230v2uraAIw8PJLrz66zp/UGnFb/gnLlCi7xlI0N9NjxjRY5FGFXSYfp0sn03RFL9W93C505OwtZ296Tf1n54iKXw8fw45MIdueCSAldlI6M6baMz6SfQ3Y2/LiEjIXrWaDZi8BhV+hY7Q4FyVroWORTUE2Xubu/psahB3xRNAeRb0PwbA3nzkFYGLi5wZAhQrXP3bu5KvqMLlonKTEy5uxZNVxcgKtDBcFTtU3FgifvMbKL/bib6MmBJ3M5ekLY/OQJxJ4YQUi1G1RWmhMz5xDmQWN4ZvYztvdn0s5qLCEhEBgIBw4IyeL274d27f7UZVSh4l9PgwYNCq5fv579scVJP5YePXr8pTV3VPx5PpXgUfFhVKpUST58+PD0f3oe/wQqS48KFf9i8orzaLSxEfFp8YgQ4WDqwMX+F9HV+PhMk3dT71J/XX2kZlKkZlI2393MrSG3qGlRs+yYA/EH6LC9A1N8pzCr2SwA1txYzeCDQ/gm3ZXBW+PZJJWxsb4O93UK0NPQI9A1kGCPYHwvJyMeMhRycgSrypIlgoWnInOGUknx00OEnR3H4uR7XC+CSjIYLHPni/7rsHX0EjK/LV0Ky5dzNNeHyA4ejOn0I4oSMepiGWjAmjODuPFLHWarL8HCu5qQBi0qShi/Y0eoVAmOHIHHjym2tGWGwybmXvLFykrEgQPg4QG8vAwn6oO6IQSkwZtFXhUllBxpRGFqNH5LbvHLcXssLIQ8CNMHbeK4pC/RxRrkL7uJcdNNZEh/wCF1Am0057F0iYjmzQX9ZWsrCB4h/5MKFZ+Gf6ulR4UKFSr+TlSWHhUq/gdRKBX03duX289vY2NoQ05xDnu67flTgudF3gvab2uPkbYR3/h+Q6cdnfiy3pflBM+rglcMPjgYdwt3pjaeCnl5XN04mxGp86j5Eq4UxTJnhAKlCJrY+TDFI5gAaQD6KelCRrSbN4WOAgOFNNWGhhWcnJy0+z+zOvwblqc+55kcJAUQUuBN35Eb0XNwESwyw4fD+vVkF2mxoMYkOk4IY0L1+ciLxGjoyDh4sw3ztk9kjOZ+1njugCuJcCRGsOqMGSOYYH75BUpKoFkz7oxcS9+fm3P3goh+/YSYGiMjQC6Ds22FuTXe/7bgAeS3pqKRdYV+G3aweJ0geADWLogk0aUf1/NBfdcW9OvuJUP6A9L8YbTWnceihSI8PODUKWjeHHbuFBIYqFChQoUKFSr+PlSiR4WKfylTTk9hd+xualnW4m7qXY72OopdJbuP7q9IVkTnHZ15mfeS031PM/jgYGwMbZjeZHq540YeGUlafhpHGq5E48uv2H92DT3a5FOiAZGWUN3Ilum1gunr0ZfqxtUFQTFpEixeLFTltLUV3Mnq1n17EvJiYm7/wOLL89n0KptCJbR8BWty69P6yzWIXaRw+7YQ3b9zJ4jFnNZpxfVWUqZ2mYYYIZ41LtmZL7Yuxzq9mD2GE6l8/wqk6gqiy9JSsOosXiwomuHDkQ0cyrx9zsz4WhAc+/dD+/avzetiVyjJgOp9waLx2/N+dhS1+HmsOjWYVoO74vXr+/TrFzNJUjZjS74cw2vjKDZPJtd7KrVEfWmhXMaChSKsrYVQolGjYOFCIY+CChUqVKhQoeLvRfXnV4WKfyE/3/6Z7y98z2fWn3Hl6ZV318L5gyiVSoYcHMLFpIvs6LKDi0kXiXwRyZ5ue9DXLCvUzO7oMLZGbmVcsi0Hv+pEl1rwoJOwr72kPePrjce3mu9vxUOPHYNevSA9XUgD/f338OWXIC6fDV9RksOxC1+y+ObPHM8tQhvo8wRGZTXAbfJSqF1bKFIzZiwcPw7a2uRqmbLIZAj+I/cy0eYQAJlphozYsYwzEa1YwRd0KA6DKh4weTI8fy4IpdxcIXHB2rXQvTtxSXoEBcG1a9C1q5BgztT0tcklH4Kne0DLHHw2vL14+c8oONOX+0/deFhpMfP6CJuzsxScPebHXLU0Kif7kpnuhMxvCJ46ATTPWMcP88UYGgrTKk1goEKFChUqVKj4Z1CJHhUq/mWcf3yeQQcGUceyDlefXqWLtMvbtXA+kAWXFvDznZ+Z3ng69azr0X9ff9pJ2tHRqaNwwIsXPF6zgOD8BRgoYVHVJ2AF1npVIC+FNe3XMLDOwN86fPECuneHM2eE31u0gG3boHLlcuPm5T5l0+nhLIk5TFyRnCrA7CgYnO6N2YwF0KAB7N0LQ4cKhWp0dUFTk3NFXtwNcOebjnMQixTICsX8uP8rph6eTs+SrUTp1Ma42+dQfYYgvObMEVJSd+8uuMTVrYtCIYQCff210O327dCt2xsLU5IPF7oCImh24i2xhkJO9tFeqBXn8eO1naze8VvWuS2LxzFX4wpGuZa8uhmMot1APA39aP5yKz/MVUdDA7S04PBh4TRVqFChQoUKFf8cquKkKlT8S5ApZCy/tpz229pja2TLo8xHuJi5sL7D+j9V5flA/AEmnpxIoDSQaY2nMebYGBRKBT+1XgqXL3Nh4OcMHFIFh6L55GgqMdQz4dtG01jSeglP81IY6T3yN8GjUMB334GVlSB4zMzg5Emh7s1rgicp9QaTtnyGzY82DLt1AL0iJZsvQuJ+D77pfxizw+FCXR8XFwgIgNhYEIspyFewoMoIaix5xAj/EMQouHypCVVGp7B033D22oxn/cxkjAcHCqmyp0+Hly8Fv7HkZNiwAerW5dEjaNZMKADaogVER1cgeADOtgF5PjiPA2P3t3bnXJmNYeFZph9YzvzVLmWuaUc2h7FScwmFMk1enZ6Gou1g6pg0plnaL/zwvVDCwdUVIiJUgkfF/29yc3NFdevWdfrY7G0zZ840Ly02+qmwsrKqmZKSUu6l75YtW4wmT55s+SnHqQhvb2+nc+fOlQvMfHM+Bw8eNGjatKkDCDVVmjZt6uDk5CS1t7d3bdy48XsLEcbHx2s6Ojp+0qKs/2XGjRtXddq0aRYAY8aMqbp3714DePu+a9y4sUNaWtpbBUU/Jbq6urUBnj17pu7r6+v4V471/xWVpUeFin8Bx+4fY9zxccS8jKFJtSa8zH+JXClnT7c9GGgZ/H4H7yDqRRQ9d/ekTpU6bOy0kaP3j7I7djdf6bdi87AGbLRI4YENaFmrIRPBoDqDWNluJdEvovls3Wc0tG3Igs8XCJ1dvy4IlKQkUFODiRNh9uxyQSpX7+3hxzNfEZZyHyXQWanBmIMl1M91QDRrtlAcdO1aIZvbs2eg/6trXW4uVzQ+I3OEIeO9FyESQcajynRZso3TL1swxOksP/SNwvDCI5i+QrDIdOgAw4YJ2QF+tdAolbBmDYwbJ2xavx6CgytIHJcZDVcHQPpV0KsOtee/tXbFT8+i+3AmW6/2oe/0oDKXuCfRCax+1pOoYhCHfwN+Y/Aw86LR0/3MnydYggIDYeNGwcKkQsX/Z3766afKHTp0yFD/yGC2VatWWQwaNOiVgYHBHypQ+bH06tUrC/hL01x/jPCbOHGiVbNmzbJLC5VevXr1byljXFJSgobG2wld/mpkMhkfe6/8WRYvXvys9P9v3nfh4eF/eW2pUqpWrSqzsLAoOX78uN7nn3/+zkK3Kj4claVHhYp/kLi0ONpubUvrLa0plhezs8tOqhhUIfplNFs6b0FiKvnovl/mvaT9tvYYaBqwr/s+8uLuErw5AN1imJ9zjKkuKdhaSFjS9Ad0dQzxtvImpG0I2UXZ+O/wx0jLiJ1ddqKZXySIHW9vQfB4e0NiIsydC+rqlMhL2HFtAfUWm/HZ1s4cSb3PGIUeDzbDrg1VaPDFekSnTgsJCuzsYMIEoeYOQG4uRWJtdjfriPuqO7T2OU5JrgYrfhiM6ZRUHsq8ONl7IysLgzH8ZqTQx9Spwvi7dwsi6lfBk5wMfn5CKR4fHyFjdb9+bwiejNtwojEcdhMEj64ttDj7tioqfEn+iZ7cf+6Atm8I7h7CfllBLksO+rK3oATdyN7IfeciNXeh3sMjLJ4niNOZM2HHDpXgUaECYOfOnaZdu3bNBMGC4eXl5dSyZUt7e3t71549e9rK5XIAdu/ebVirVi1nqVTq4ufnVyMrK0s8e/Zs8xcvXmg0btxY4uPjI5HJZAQEBNg5Ojq6SiQS6YwZM8wBoqKitOrXry9xcnKSSqVSl+joaK0PnefSpUtN+/btawsQEBBgFxwcbFO7dm1na2vrmhs2bDAuPW7q1KkWbm5uLhKJRDp27NiqpdtbtGhh7+rq6uLg4OC6YMGCMrO3rq5u7TFjxlR1d3d3PnXqlD4fyPPnzzVsbGyKS3/38fEpAFAoFAwZMsS6dC3WrFlj/GZbd3d354iICO3S3729vZ3Onz+vm52dLQ4MDLRzc3NzcXFxkW7evLlS6Rr4+fnVaNasmYOvr+97//iUWiUANmzYYBwQEGAH71679137N9coJCTEpGbNmi7Ozs7Snj17VisVi2FhYYZSqdTFyclJWq9ePQlAamqqWosWLewlEonUw8PDuVQUjhs3rmpgYKCdt7e3k7W1dc3Zs2ebl8534sSJlnZ2dm7169eX3Lt3r+xeCQgIsNuwYYPxm/cdlLfGffvttxaOjo6ujo6OrjNnzjQHwcJWo0YN1+7du1dzcHBwbdCggWNubq4IIDo6WsvX19fR1dXVxdPT0+nWrVvaAHFxcZq1atVydnNzcxk9enTZvQTQqVOnzNDQ0NejT1V8AlSWHhUq/gFeFbxixtkZLL++HH1Nfea1mIeuhi5jjo3hWc4zZjaZSTvJx1euLJYXE7AzgOe5z1lSpT/TvvZhs0kyxepQRaTNxBo96dt+CtUq2eG/w5/8knw2dtyIWCSm9+7ePMl6wtmgM1TZul9I/VxYKKSeXr9eEEC/nsOa81NZdnM9T4sKcdAQ8ZPClKDl6RiI9GDK94Jv2U8/CRaZ4mIh7gaEZAMiEbE1HNH9opDOFvtQKEQ8PGZPiz0XeZRjwUjHo8x51AP9zZmCr9rChYJ15423j0olbNkCI0cKQyxbJgxXLjzn5UW4PRlenhN+1zQGz6Vg1+ttwaNU8GRHEOaiVxzPP8zIrvplA61Y2YYfC19g8tyTTOd9OJjZUuvucVauMUZdXcij4O//0ZdNhYq/jP79sYmK4pNKcTc38tevJ+ld+wsLC0VJSUlaTk5OZQ/tkZGRerdu3YqSSCTFjRo1cgwNDTVu3bp1zpw5c6qcO3cuwdDQUPHNN99Yzpo1y2LBggUpK1assAgPD0+oUqWK7Pz587opKSka9+7diwYodTfq2bNn9S+//PJ53759M/Pz80Vyufzj/YF/JTU1VSMiIiLu9u3b2v7+/g79+vXL2L17t+H9+/e17969G6tUKmnRooXDkSNH9P38/HK3bNmSaGFhIc/NzRXVrl1b2rt37wxLS0t5QUGB2M3NraDUijB16tQPmscXX3zxIjg4uMaKFSvymzRpkj1s2LB0Ozu7ktDQ0EqRkZE6sbGx0SkpKere3t4un3/+ee7rbQMCAl5t2bLFxMvL69njx481Xrx4oeHr65s/YsQIq6ZNm2bv2rUrMS0tTc3Ly8ulQ4cO2QA3b97Uv3v3brSFhYX8U64dVHzt+/Xrl/H6Gt28eVN73rx5lhEREXFaWlrK3r17265cudK0c+fOWSNGjLA7e/ZsnLOzc3FqaqoawFdffVXVw8Mj/+TJkw/2799vEBQUVD0uLi4G4P79+9qXLl2Kz8zMVHNxcXGbMGHCy2vXruns2bPHJDIyMqakpIRatWpJa9eunf/6/KdMmfLi9fvu9X3nz5/X3bp1q+mNGzdilUolnp6eLs2bN8+pXLmy/MmTJ9qbN29+WL9+/cdt2rSpERoaajx8+PBXAwcOrLZ69erHNWvWLDp9+rTesGHDbK9cuZIwfPhw24EDB74cMWJE+vfff2/2+jgNGjTImzlzZjkhpOLPoxI9KlT8jZTIS1gRsYJvz35LVlEWg+sMxs3cjUVXFvEw4yENbBqwtfNWGttVkDb5D6JUKumzrSvnn5zHPF/MEFkIusYiStRFfG7diCP9T5dlX9t8dzP74vcxv+V8XMxcmHF2BofuHWJ5nanU/3wAxMcLomDwYKHIqLY2cS9jWXr2K36OO0y+QkEzXXVCFLa0nfsEsZocvpoDjRsLYmfMGKG9WCyok4ICAIottXkY5ICLexQAWammzDu6me+Pt8ZB8zHn8MX3RSR8ESwkOXB2rvBcX7wQdu/ZA/XrCy5ljqWe0EolpByDqJmQdlnYJtYC16kgnQBqmhX2+fDwQmpoHCHk2nKGL6xVtv3Q9klMyT2PcYEZWaYPsalsSo0LJ9m6yxx9fbh4EdzfDgtSoeL/Lc+fP1c3MDAo99BYs2bNPKlUWgzQtWvXV+fPn9fX1tZWPHjwQNvb29sZoKSkROTp6Zn7Zn/Ozs5FSUlJWkFBQTbt27fP8vf3z87IyBCnpqZq9u3bNxNAV1dXCfzpqusdOnTIVFNTw9PTszA9PV0D4OjRo4bnzp0zlEqF0sL5+fniuLg4bT8/v9x58+ZZHDp0qNKv560RHR2tbWlpmaempkZwcHDGh45fGscZEBCQ3bBhw8g9e/YYHT161MjT01MaGRkZff78eYOuXbu+UldXx8bGRubj45N74cIFXS8vr4LSPvr27ZvRokULyY8//vgsNDTUuH379hkAZ8+eNTx27FilpUuXWgIUFRWJ7t+/rwng6+ub/WcEz7vWDiq+9v369ct4fY2OHj1qEBUVpevh4eECUFhYKDY3N5edPXtWz9vbO8fZ2bkYoHSO165dM/jll1/u/zpuzuDBg9XT09PVAD7//PNMHR0dpY6OjszExKTk6dOn6mfOnNFv06ZNZqnb2ueff575Ied29uxZ/TZt2mQaGhoqANq2bZtx5swZg8DAwEwrK6ui+vXrFwDUrl07PzExUSsrK0t869Yt/cDAQPvSPoqLi0UgCMwjR448ABgyZEj6rFmzrEuPqVq1quzFixcV/5FS8dGoRI8KFX8DSqWSI/ePMO7YOOLT42lRvQVtJW1Zc3MNK2+spLZlbQ73PExrh9YfnbQgryiX3YfmM/PGj9zXzAHAtciQHxx7s058m8iXUWzqvrNM8DzLecbIIyOpb1OfsZ+N5WDCQb4N/5agPEeGdZwlPDa4uMCePSglEk4+OM6P4V9z5OkttETQy0ib0VmOuH8bDaTBqElQrx4sXy6kkC61yMjlwg+AtTEvW+lh3PgZTuIoSmQaRCaNpNPcyTzNNWYcC5nluhvdL/oLmdj09N55vrt3C65s2dnwww9CHI+aGqCQCymoo+dAxi3KvHir94Pac0Hb/J19pkZfwebVZI7GB9Bz+jChPyAhYj/jH/2AQqZBrhpYGOtQ+dApjp20xtIS7t4VcjqoUPFv5X0Wmb8KPT09RXFxcTk3+je/30QiEUqlkoYNG2YfOHDg0fv6MzMzk0dFRcXs2bPHMCQkxHzHjh0mq1atevIXTB1tbe0y4aRUKsv+HTNmTMqECRPSXj/24MGDBuHh4QYRERFxBgYGCm9vb6eCggIxgKampuL3YlSMjY1laWlpaqVWhfT0dDUTE5MysWhhYSEfOnToq6FDh75q2rSpw/Hjx/VL5/Q+qlevXlKpUiXZ1atXdXbv3m2yatWqx6XnERYWdt/Dw6Po9eMvXLigp6ur+4dip16/jgUFBeUuakVr92ab139/fY2USqUoMDAwffny5cmvH7tlyxajiv42VrQOIpFICaClpVW2U01NDZlMJqpoHh/C+9ZdU1Pz9fGUBQUFYrlcjoGBgazU+vQmYrG4wg7z8/NFWlpaf2kc2/9HVDE9KlT8xUS/iMZvix9tt7ZFiZKZTWaSWZjJ2GNjkSvk7Oyyk4jBEfg5+n3wl7FSqeR8wgkGLPDFcrYRfSNncl8jB6nMmAdtjnF6cQbq3p9xPukC3zf/HnM987J2gw4MokhWxMaOG3mY8ZDeO7pRO1XMih/vIdLWgTVrKLgdwZqcM7gtsebzLa25mXKLGRaVeKLWmHXfKHCfHQf9hgm5oU+dgo4dhXo7IBQtVfz6nV3NCnk7dQqn5VG56VPU1RS8yPTg6+9W4jllIXp5L7nU5jsWXmuE7s2LQlGbdwiejAzo3VvwsrO1hZs3hTAhNYrhwQY4JIULgZD1698Ys/rQ+ibUW/9ewVOQlYH8XHeSM6yp3m0tlYyFa5Ga+IgRJ7twvwSKZZUwMFKise0kN07WwNkZHj1SCR4VKirCzMxMLpfLRfn5+WVfbJGRkXpxcXGacrmcsLAwE19f35wmTZrkRURE6EdFRWkB5OTkiO/evasFoKenJ8/KyhIDpKSkqMvlcoKDgzNnz56dHBkZqWtiYqKwtLQs3rRpUyUQHsBLs25Vr179k2Yx8/Pzy960aVPl0vk8evRIIzk5WT0zM1PNyMhIbmBgoLh165b2nTt33v22pgLq16+fs27dOlMQAvm3bNli2qRJkxyA/fv3G5SeT0ZGhvjx48da1atXL27cuHFOWFiYiUwm49mzZ+rXrl3T9/X1fSvovUuXLq/mzJljmZOTo+bt7V0A0LRp0+yFCxdaKH79fr548eI7kyO8aw1NTU1Lbt68qS2Xy9m3b99b8UQVUdG1f/OY1q1bZx88eNA4OTlZHYSYnYSEBM2mTZvmXb161SAuLk6zdDvAZ599lrNhwwZTEMSnsbGxzMTE5J1ioVmzZrmHDh2qlJubK8rIyBCfOHGiUkXHvX7fvdn+8OHDlXJycsTZ2dniw4cPGzdt2vSt8yjFxMREYW1tXbx+/XpjEGKxLl++rANQp06d3DVr1pgArFmzplz8TlRUlLZEIil4u0cVfwaVpUeFir+ItPw0vj37LSsjVmKgZcAon1Hcfn6baWenUc2oGhs6bqC3e2/UxR/+MXyc+ZjQMz+y8fZGHoqz0CuGli8MOG5dhJOFM+cHXEJPU4+MggzGHR+Ht5U3gz0Hl7XfeHsjh+8dZknrJVTJVlBvWW3U1AvYvQ10/AN5tvQ7lkeuYdVCc9KL86ilBT9Xs6Lby7pofXUC8s4LysPVFdatE6w7mr9a4ot/dd/X1AQjQ7BPo7j7CzTNZCjlahSV6HB7e10Cjm0hFUsmNbvG9E0OaFf9fV/3I0eExG8vXsC33/5qUBLlQ/xaiF0A+UmgUUk4WMscPBeCTZcK0reVR6lQEr1uAB6Vk7lscJFGNYU+kh4XMj20PieUJWgWm6ClV4x8wxkex7nw2Wdw4QJl1iAVKlS8TaNGjbKOHz+u36lTpxyAWrVq5Y4fP946Li5Ox8fHJ6dPnz6ZampqrFq1KrF79+41Sl1/pk+fnuzu7l4UFBSU5ufn52hubl6yePHipAEDBtgpFAoRwMyZM58CbN68+dGgQYOqzZo1q6qGhoZy165dD4yNjRVKpfKdH3wPDw9p6Uum9u3bv3J3d//dB8zOnTtnR0dHa9etW9cZQFdXV7Fly5ZHAQEBWatXrzaTSCRSe3v7Qg8Pj/dm3PL393dUV1dXgvDgu3nz5sfBwcG2Tk5OUqVSSbNmzbKHDRuWDnD9+nXdsWPH2qqpqSmVSqWoT58+aY0bN8739fXNv3Tpkr6Li4urSCRSzpgx46mtra0sPj6+nEtU7969M6ZOnWo7evTossxkc+fOfTZ48GBbZ2dnqVKpFFlbWxedOXPmrexkKSkp6u9awxkzZiR37NjRoUqVKiXOzs4FeXl5v/sSvaJr/+Yxnp6ehVOmTElu3ry5RKFQoKGhoVy6dOmT5s2b5y1dujTR39/fQaFQYGpqWnLp0qV78+bNe9azZ087iUQi1dHRUWzcuPG91sKGDRvm+/v7v3Jzc3O1srIq8vb2fsuNEuD1++7q1asJr7fv2bNnep06dVwA+vTp87JBgwYFb67762zbtu3hoEGDqs2bN6+KTCYT+fv7v6pXr15BSEjIk+7du9cICQmx6NChQzkXyBMnThi0bt36L80m+P8R0R8xkf6TiEQiPSAEKAbOKpXKLb/XxsvLSxkREfGXz02FiooolhcTcj2EGeEzyCnKoYu0C68KXnHi4Qks9CyY0mgKg+oMQkv9wxIM5RXnsTs6jI1nFnE65y4ATRNFBGvUpVHAOJrFfU1+ST7XB13HxsgGgOGHhrPqxioiBkVQu4qQbCcpKwm3FW7UtqjFqThvej1cwC4pHD1uhvHshSzOOMiOmDDkSgUd9WCMrZRGKd6IZu6DVxnQqZMQOLNli5B2Wl0dXk/FamgoxO7Yl6AcpIfIMo+cAn0MdHJJjqrC/DVfsSRtDG52uWzYoYuX9+8bnHNyYPx4IR21VAqhoeBZMxPuhUDcj1CUBro2UPAcROrgNhmcx4P6H8vuenrVcpoZjOBE2gJajhoPQEy0kuVrmxNS6QyaJXqINJUofj5JycN6tGwpCDCV4FHxb0EkEt1QKpVer2+7c+dOooeHR9q72vwdXLx4UWf+/PmWe/fufXTw4EGDhQsXWlT0gP2p2bZtm9GDBw+0pkyZ8uIITw8AAQAASURBVOKvHuu/yqdcw7/z2v8X8PLycjpy5Mh9MzOzPxVf9f+RO3fuVPbw8LCraN8/YukRiUTrgXbAC6VS6fba9tbAEkANWKtUKucCnYEwpVJ5QCQS7QB+V/SoUPFPoFQqOXTvEOOPjychPYEGNg0w0DRgR/QOjLWNmdt8LiO8R6Cn+cc9H5RKJeefnGfjlZXsivuFXIqp8QpmPjCgT90B2M35imJzU1puasmznGeEB4eXCZ5ryddYGbGSkd4jywSPUqlk4IGByEuKWf9dFEvMz7GjFfQS12bGAHUuXuiLgRhGGMFIB19qJNeFMdsgZaOQQa1aNSGYZu/e3574ZTLBkqKvL6gTcxmMsgLTRLLz1dEs1kZdJOPi1mYEnN1DepEB06bBN9/olxmH3sfZs0Lq6ceP4auvYMbXqWgnLoZ9IVCSDZU8hKQF+UlCNrZac0HX+ve6LePq0Vs00B7HjZQ2NB8zFoBLl2Dp/GkcqH0GDZkGMvUSFBuPwKN6dOoEYWEqwaNCxR+hQYMGBdevX8/+2OKkH0uPHj1Ub8n/JKo1/Gd49uyZ+ujRo1NVgufT849YekQiUSMgFwgtFT0ikUgNSABaAk+B60APoCNwRKlU3haJRFuVSmXP3+tfZelR8XcT9SKKccfGceLhCeyN7alhXIOTD0+iq6HL2M/GMr7+eCppV/rD/SVmJhJ6+2d+vraGhwXJ6BdB12gIFtemYc+vEXXqBBoaKJVKBh8YzNpba9nSeQs9awofD7lCjvdab1JyUogbEYehliEAq8/9yJAz4wg5CNbZ0LEH6Khrky8vpLqGiFFGSvpLO2H4tA5M3yAErHh6grU1HD0KRUWCwCn93igN0JXJoEltCDZEqXGekiINHr+ywbHKfZ4+cuD7cxsJOd6A2rVhwwbw8Pj9NSgogK+/FpLGOTjAtrWP8dKdDw/XgbwILJpBYSpkRYGJF3guEeJ3PoDE+znID9ZBXycfvYA76FeuzL59MGfqUZ539eOZTIRMKYZt++BeW7p2ha1bVYJHxb+Pf6ulR4UKFSr+Tv51lh6lUnlOJBLZvbHZG7ivVCofAohEou0IgucpYA3cRpV4QcW/jJd5L5l+djqrbqzCUMuQxraNufT0Ek+znzLmszFMajipLHnA71EiL2Ff/D5WXF3O6SdnAWj2EL6N06Zz3b7ofT9a8O16jaVXl7L21lomN5xcJngAQq6HcDPlJtsDtguCR6kkcd7XjM+eR71UuOqgxXBnIXFPHY1Cxluo0d6tD2opXjByBUTvBScnaNQIzp8XsgWUCh2l8jeXNh0dCOoOrZWQuQmlooibUbVxqPEAG9NkzqV+R5clk8jKEjN7tmCp+SNFvq9ehaAgIWP2rAmxTGw/D42nWwTBZdMFZPmQvA+0LeGzjVC9D4g+7Othy2Y56teH0qXuQ1KkZ9CvXJlVq2DapGTsv+xIkuzXUw7bBvfa0q0bbN6sEjwqVKhQoULF/yL/pkQGVlAupeZTwAdYCiwTiURtgQPvaiwSiQYDgwFsbW3/wmmqUCHE7fx09SdmnZtFbnEudSzrEP0ymgtJF+hfuz9TG00tczP7PZ7lPGPNucWsvrWGZ/JMqmWJmHkD+hY4Uq3fWFjWGwwM3mp39P5Rxh0fh7+zP7OazSrbnpKTwpQzU2hZoyVdXbvCzZvI/Tvi7/eUQnO4bAtXKEId2FFVk851hkGaD4z+Ea5vFKw6Hh5w5w4kJPwmduA3K4+nJwweCNaPIHkxZOXz5I41jzRr0NjtHE8L6zPx5M+s2uKAt7dQ09T1D+RRKiqCmTNh7lzw847gXNj3mBftgWfa4DgU1HTh3nJQlIB0ErhOBo231+adKJVc2HeV+OPbaOO6kyo+z7mYM5P6tRsxfTrM+a6EDt/UZbdMSMYgPrgeRUwg3bvDpk2/GbZUqFChQoUKFf9b/Jv+hFeUIUSpVCrzgH6/11ipVK4GVoPg3vaJ56ZCBSDExOyP38+XJ77k/qv7SEwlyLPlRKRE0MOtBzOazMDR1PH3+5HLCT+5lpArP7FHEYNMrKT1PVh5vxJtXDuhNjNYsLK8I+tY7MtYuoV1o6Z5TUL9Q8tq7wCMOz6OIlkRy5stoKh7F7Yl7GZKF3hmCPpiNSTqcm4Ww06fQPz1+8GE+XBmCVSuDHZ2kJgIT5+WnvBvgxoYQN++0KcP3PsFXo2GtHyKkjQJezQYv3q7+Ez7GmeyfqTLlFHk5Yn54QcYO/aPiYU7d6BvXyXGJeHcWfw9bqbHQVFJEDb6NSBqFuQlgrU/1FkgbPsjKJWQeYcn57cjTtpOQ+PHeHlrcfVpG0R1e+JTuzODB8PatdBjeBu2iVMA0Dq1jKKbwXTtqhI8KlSoUKFCxf86/6Y/40+B11+NWwPP3nGsChV/O3dT7zL22FhOPzqNhZ4FRlpGJKQn0MGpA7OazsLdwv39HeTkkH10H5suLCeECGJMZBgXwOgUS4bad8NhXF+oVQvE73fTSs9Pp/229uio67C/x370NfXL9p14cILtUdsZr/85m/t5sqKWjJdS4Y2CmyYMNdVhREoukx374h+SAQfaCGKmcmVISxN+3uSzz2DwYKhbF3YtgMO+4FSCUqzB5TujeKV8TK+Wq0kqrM/EQxtYu1NCgwZCJmsnp99fV5kM5s1Tcn3vIdZ2m0Ndu8ugbQHO86ByA7g7BaK/AyM3aHYSLJv/fqcA2fHweDsF8dvRKY6jqlyNE09asubqDHpM6ETjYCPy88G/Mxw8CK3azGCn+UkAtC9+R+H5LwgMFJLUqQSPChUqVKhQ8b/NvylG5jrgKBKJqotEIk2gO7D/QzoQiUTtRSLR6qwsVcIRFZ+OF3kvGHJgCLVX1ebq06tU0q5Eal4qnlU9uTzgMvu673u34ElIgB9/JLrDZ3zRsxJWt/owwuQK2jr6rDPtz9ORj1jwcwoO0xZDnTq/K3hK5CV02dWFpOwk9nTbg63Rb66chbJCBuwOwqBExNKs48yqL8PHWA03TTAUi5jz2TDGpRbxeZ4lM3uHwokToKsrZFx7U+zo68OIEUIsz+TJcCgUltcEx5/BDrJFI1gUvx5JjS20dDvKyVcLcB93ji0HJCxeDOHhf0zwxMXK+LbfNtqrebB3bHvquKSA13JodQ1yH8KpRpAVCXVDwO/W7wuevMcQ8wMcqQ0HnVHcncHV2xYMWbeSxkueYxZ4hBmhQTjXNCIqCpo3h0OHwN31BBd8vkUOaN8YTeGJyXTpohI8KlT8WXJzc0V169Z1+tjsbTNnzjQvLc75qbCysqqZkpJS7pO9ZcsWo8mTJ1t+ynEqwtvb28nOzs7NyclJWqdOHec7d+5oARQVFYmGDx9uVa1aNTdHR0fXmjVruuzcudMQICsrS9yrVy9bGxsbNxcXF6mrq6vLwoULKwP8WqzVxtHR0VUikUjd3NxcSgt4vouKzv9TExAQYLdhwwbj0nM+d+6c7vvmcPDgQYOmTZs6ACxdutTU2NjYw9nZWWpvb+9aeq7/JPHx8ZqOjo6uAOfOndMNDg62AWHeJ06cKEvJ+sMPP5gtW7bM9F39fAoKCwtFXl5eTiUlJX/lMP9J/qmU1duAJkBlkUj0FJiuVCrXiUSiEcAxhJTV65VKZfSH9KtUKg8AB7y8vAZ96jmr+P9HkayIpVeXMvv8bPKK8zDUMiSzMBMfcx++a/YdzWtU8ABeVATnzsGhQ5QcPsgezQeE1IVwT9BSqtHN8nOGt56Gd7X6iH6nYOabKJVKRh4ZydnEs4R2CqWeTT1AyNR2IGYPY3f0I0k9F20xDNUXM9JcwUG5GeOePmepzzSGn1lA1ewStq57gZqaOhQWvj2Il5cgdho1gm3boFsHqPMU2iNE8FcbzMGn45Df/Jrx9fqQVODNhH0/s3G3M02aCC5i9va/fy6KkiJOr/uZ6gU/MNvvAVm4QL1Q1GwC4P5qOOwOslxwHAE1p4OWybs7K0iBJ7vg8XZIuwxAdKoPa47/yK6rgeiYWLFuHTRuLBx+8ybMng179giaz9IshRdd/chTgk5cZwoO/EhAgJCl7Y8kXVChQsW7+emnnyp36NAhQ/0j3x6sWrXKYtCgQa8MDAwUn3hq5ejVq1cW8Je+MS0VfqGhoQ8bNWqUv2DBgspj/4+9846Posz/+Ht2tieb3kkDkhACISAIShUBDxQQRBFpghSF8xQQy+8sIKgngooNwS6CghAUASkqSlNBEAgJCSUQkkAK6dvr/P6YbAgQECx3nrfv1+t5zezu7MzzzEyyz2e+bfr0uK1btx6fPn16TGlpqSovLy9Hp9NJRUVFys2bNxvq+5aYmJhoLygoyBZFkTNnzijfeOONMIB33nknxPs9URTJz89XBQQE/KHnCsDj8SBJEuIflNll0KBB1UuXLi08ffq0sm3btm2GDx9eExcX16CcnU4nqv/QP+iePXtaevbsaQHYunWrwd/f392vXz8zwCOPPHL2jzy2y+VCq9VKvXr1qnvnnXdCpkyZUvVHHu+vxn/E0iNJ0l2SJEVLkqSSJClWkqR369//UpKkFEmSWkqS9Ox/om8+fEiSxGe5n5G2KI1Hvn4EJHBLbmIDYlk7Yi0/TPjhfMFz5ow82x86FEJDOT3sJmblvE7CHcXceQecahvLvL7zKH6klA/v20yXxG5XLXgAXt/zOkv2LeHRbo8yJmMMdfY6Fv64kOR5zRiaeQcFookMEUqS4dWMzng6LeKfJTUMdLYg89OnqfCYWbMSQk2e84uJqlQwZYocVPPii3Jq6rQU2PY4PFoGg4GWI6nsmc+LmX3oXNOVAelfsKX8edJn7GL1llQWLYJvvrkCweM0UbnrJSo/aEHfgHtxK0OoTv+MwLuyQRMGmzrCz9MhtAvcnAWdXmla8Ngr4fjb8E0f+DwW9j2I02rmvX3P0XJ6Pm1n/MjqQ9NYsrQZx4/LgufHH2HgQDkHwzffwKBBoFa7MNzXmlLJTUBJJ6wrVjN0qMAnn/gEjw8fvweffvpp6PDhw2tAfireqVOnVv369WvZsmXLNiNHjox3u+VSJGvWrAlo3759alpaWusBAwa0qK2tVTzzzDMR5eXlql69eqV06dIlxeVyMWzYsESvVePpp5+OAMjOztZ07do1pVWrVmlpaWmtc3Jyrq7yM7J1YezYsfEgWynGjRsX16FDh9TY2Nh0r8UC4Mknn4xs27Zt65SUlLTp06fHeN/v27dvyzZt2rROSkpqs2DBggbLhF6v7zBt2rSYdu3apX7zzTf+jY/Zp08f06lTpzRGo1Hx8ccfh7/zzjuFOp1OAoiLi3NNnDixOicnR3PgwAG/V1555bRXYMTExLieffbZUoCSkhJVZGSk0/tZy5Ytnd76LkuWLAlJSUlJS05ObjNlypRmF455ypQpzZ5//vlw7+sZM2bEzJo1K/JS4zxy5Ii6RYsWbUaPHh3fpk2btPz8/CuotPbbaNasmSs+Pt5+/Phx9bBhwxInTpwY26VLl5SpU6fG5uTkaHr06JHcpk2b1h07dmy1f/9+LUBRUZGyX79+LVu1apXWqlWrNK8lZvbs2ZHJycltkpOT28yZMyei8ZhGjBiRkJSU1KZbt27JJpNJANixY4e+VatWae3bt0996aWXGtKweq1SR44cUS9dujR88eLFkampqWmbNm3ynzFjRsxTTz0VCfD999/rMjIyUlNSUtL69evX8uzZsyLIlq8pU6Y0S09Pb52YmNh206ZN/iALmnvvvTfWe97nz58f5j1ely5dUgYNGtS8VatWbQBuv/32mhUrVlzmaaCPpvhLOW4IgjAIGJSUlPSf7oqP/1IOlB5g+ubpfFfwHTqlDoAI/wgW37CYO9veKScMcLvhp59kv6gNG2D/fiTgu2vDWHR/JJ/pCvDgoX/Sjbx17VQGJA1AVPy2p2Fb8rcwbfM0BrcazMRrJjJ903Te/fkdjE4T3cwQEAj5bviyQ3eCOs3FrUpn3KsZ6Gw2mmWfYMm1sHQNdChttNP4eHj6aejfHzIzYeRIyMmBXnp4wx+0NRDZAzrMZ8N38Tg/v5+HOq+kyNyRSWs+ZOnaNvTrB2+/LdcsvSz2KqQjr2E/9CqhQhXbim7E1vJDbvp7HwTTUdg2CM58CYZk6LUOYm65OImDsw6K18oWnZItILnAkIyl+RM8uuhO3liWhiTJ4UnLlsGoUfLXtm+HuXPh668hOFiusbpvH6xbB22ntSNbUUuQKZqat35kyBCBFSt8gsfHX4977iEuOxv9L2955bRti+W9987LunoeNptNKCoq0rRq1crhfe/QoUN++/fvz05JSXH07NkzeenSpcH9+/c3Pvfcc9Hbt28/GhAQ4Hn88cej5s6dG7lgwYKSN998M3Lbtm1Ho6OjXTt27NCXlJSojh07lgNQUVEhAowcObL5zJkzS8eOHVtjsVgEt9t99U+VLqCsrEy1d+/evAMHDmiHDh2aNH78+Oo1a9YEHD9+XJuVlZUrSRJ9+/ZN2rhxo/+AAQNMy5cvL4iMjHSbTCahQ4cOaaNHj66OiopyW61WRdu2ba0LFy48A/Dkk082HGPNmjWBqamp1sOHD2uio6MdISEhF1loDhw4oG3durXlUhaVMWPGVPXs2TM1NTXV0KNHj7px48ZVduvWzVpQUKCaPXt2s3379uWGh4e7evTokfLRRx8FjRkzpsb73dGjR1dNmzYt/rHHHjsLsHbt2uBNmzYdu9Q4W7Ro4SgoKNC+/fbbBcuWLSv8ref4Sjh8+LC6qKhIk5aWZgfIz8/X7tq166hSqeT6669Peeutt06lp6fbt27d6jdlypT4H3/88eh9990X36NHD+NTTz2V73K5qK2tFXfs2KH/+OOPQ/ft25crSRIdO3Zs3adPH2NYWJi7sLBQu2zZshNdu3Y9dfPNN7dYunRp8NSpU6smTJiQ+PLLLxfecsstpnvvvfeiitetWrVyjB079qy/v797zpw5ZQBbtmwJ8H4+bty45t7vT5s2LebRRx+Nee+994oAXC6XcOjQodyVK1cGzpkzJ6Z///5HFy5cGBYYGOjOzs7OtVqtwrXXXps6aNCgOoCsrCy//fv356SmpjoArr32WmtWVtaVVzr3AfzFRI/Pvc3Hr6XMVMYTW5/g3f3volTIfxbB2mBeueEVxrUfh8pohk9XySJn40Y5BkahoK77tSydO4hF+hxyjScI0XmY3n4G93W6j5YhV+DndQXkVeQxfNVwEoMScXvcpLyWgigJ3Gny8GASFADDy+CVnjOJ6fI0vP46L266iR97OfnHQXjtOrh/N4zJQhYS/fvDCy/I4u3NN2V3NrMZBraCx5JAcRwCE6H9cqp1A/jg2bWMTBpASEY1m0qeYfjsRxAUKt55B+6555IJ5mQsZyDvJTxHF6PwmNn882C+PvN/PDzvOuKjamD/Q3D0NVDqocMCSPkHiI0eHrqscGaDLHTObAC3DfRxkDqd2qARTH2iAytWCHg8EBgIzz0nG61AFjlz58qiJzRUtvAcPAg7Dh4l7o5JeJp9T7bgIsCtpealEwy8RWTlSlD/4c8uffj436C0tFRpMBjOC+ZJT083p6WlOQCGDx9etWPHDn+tVuvJz8/Xdu7cORXA6XQKHTt2NF24v9TUVHtRUZHm7rvvjhs0aFDt0KFD66qrqxVlZWXqsWPH1gDo9XoJ+M0ZXAcPHlwjiiIdO3a0VVZWqgA2bdoUsH379oC0NLlgmsViUeTl5WkHDBhgmjdvXuSGDRuC6setysnJ0UZFRZlFUWTcuHHVjfc9duzYFlqt1hMbG2tfvHhxYWVl5RXPxR599NGotWvXhlRVVSnLy8uzWrZs6Tx+/Hj2unXrDN98803AzTff3Grp0qX5RqNRvO6664wxMTEugDvvvLNq27Zt/o1FT7du3ayVlZXKgoICVUlJiTIwMNCdnJzsmD9/fkRT42zRooUjOjra0adPH/NvPb9N0dgDYt26dcGpqan+arXas3DhwlORkZFugNtuu61aqVRSW1ur2L9/v/8dd9zR8EPrcDgEgO+//96wevXqkwBKpZLQ0FD3d99953/zzTfXeF3/brnllupvv/3WcMcdd9Q0a9bM3rVrVytAhw4dLAUFBZrKykrRaDSKt9xyiwngnnvuqdy6dWvglY7lwu9PmjSp8o477mhIOXrHHXdUA3Tt2tX88MMPqwG+/vrrgLy8PP0XX3wRDGA0GsXDhw9r1Wq11K5dO7NX8HjHpVKppOrqakVwcPAf7s74V+EvJXp8+LhabC4br/z4CnO3z8XitCAhYdAYeKLH40zxuwHtpq9hRl/YtUsWCSEh0L8/2X3b8UZAHh8dWYXZaaaToRPv3/gkd7a5E51K97v1r8RYwg0f3IDZaaa2upZaYzn/tCqYmuImRgl11vYMMZ6hQ2QMU7NjYXAkh3UmnrwX+ubDO9dAt0J4caceZj0MDz4oC7fJk+GHH0CrhXtugb9Vg2mrXOyz3VvQYjxffVlH3bdjmN5xOUWm9oxf+RXLN7Tj5pthyRK5nM8lMZ2Awy8gnXgfye1i1U93sWDDY4yf3pZX5rlRFLwF6x6X3dRaToB2z4AuUv6u2wGlX8GpT2TLjsskZ3NrOQkSRlCjvI6HH1Hw/vvyJdHr4fHH4dFH5TwQX34px+z8+KNs9WnRAk6UliElPox+wBrqlGZOIP/za25LoOiNndzQU0tmpk/w+PjrcjmLzB+Fn5+fx+FwnOdGf6FrryAISJJE9+7d69atW3fycvsLDw93Z2dnH/7ss88CFi1aFLFy5cqQJUuW/CEWB61W2yCcpPrU/ZIkMW3atJKHH374vMwv69evN2zbts2wd+/ePIPB4OncuXMrq9WqAFCr1Z4L45m8MT3e15GRke6SkhJ1UxPYjIwMW25urt7tdiOKIvPmzSudN29eqV6v7+DdRqfTScOHD68bPnx4XWRkpHPNmjVBffv2NV7JOAcNGlS9bNmy4NLSUtWwYcOqLjfOI0eOqPV6/e8ywQ4ODnZVVFSI0dHRLpBFQkhISINA9sb0XPg9f39/D8gJHAwGgysvL+/wlRxPki6tg9VqdcOHoihKVqtVIUnSr3JDv1K895dSqcRrmZQkSXjxxRcLhw0bVtd42/Xr1xuaOu9Op1OoF/k+rpA/U/Y2Hz7+bUiSRObhTFJeS+Gxbx7D7DSjV+mZ22wMBYW3Mf2uV9FmdJRn0jU18MgjOLZ/y8pvX6dn3yLSCx/j/dxPuD3tdvZM3MNPk35iXPtxv5vgKTeXM+vbWSQuTKTMXEacPoy3RQNFcSaeaeUm5kQc9M1iVnxPSsxnWbwgD+UD03BZTNw9BAwOOB4MgS6RVbd9gvrAIbBaITlZrrNTUQEvz4Gvx0KPL8C2G9Jnw6Bj1IZP4pXHNtH2VBsGt1/JxuLZtJ6+hy+/b8fSpXJ650sKnppDsGsUrEtGyn+fLcfGkzzjKK/tXcYnG9syddh3KLZ0hD33QkBr6L8Purwtx/OUfgO7J8FnUbBtoOzuljBCTlM9pJi6lFd58JmuREQqeOcdOa/Cww9DZSU89hh88YWch2HgQDh2DIJiS6nJ+Cdld4TBI1FUpX+ESWkmTRPEjadn4nnGwcnnC0hNiGXzZp/g8eHj9yY8PNztdrsFi8XSMHs8dOiQX15entrtdrN69eqQHj16GG+44Qbz3r17/bOzszUARqNRkZWVpQHw8/Nz19bWKgBKSkqU9dnKap555pnThw4d0oeEhHiioqIcH330URCA1WoVvNnemjdvfgUlka+cAQMG1H300Udh3v6cPHlSdfr0aWVNTY0YGBjoNhgMnv3792sPHjx4VW5HBoPBM2LEiIpJkybF22w2AeDUqVOqRYsWhbRt29berl0784MPPtjMmwjBYrEI3kn8zp079QUFBSqQhcChQ4d0CQkJjp49e5p3795tKCkpUbpcLlatWhVyww03XGQ9GzNmTFVmZmbI+vXrg0ePHl19uXE21fehQ4cmfvvtt1ftNtm1a1fju+++GwpyLMvy5ctDb7jhhisSagAhISGe2NhYx3vvvRcMcmKFH374QQfQrVs34/z588O9+66qqlLceOONpi+//DLIaDQq6urqFF9++WVw7969L3m8sLAwt7+/v3vz5s3+AB988EGT8TMGg8FtNBov8j0MDQ11BwQEuL3xOu+++27o9ddff9H5b0y/fv1q33zzzXC73S4AZGVlaerq6pqcp5eWlorBwcEujUbjEz1XwV/K0uOL6fFxJfxc8jNTN0xl9+ndAKgRmV6SyCOfniak+iPZdNCnD/zf/8HNN3M6UMGSfUt4e89dlJpKaR7UnBf6vsD4DuMJ0/9+mTQdbgffnPiGlTkrWZG9ArvbDsBMQxAvRJYiWICtehi9DMYN4cC86bxqfZV790HnfDkT27xusLcZXFPnT1aoje+SnyH6jaWwaaRsBhk8GKZMgJhDcPhfUGiClhNlwaOL5rstNZzdPI4HO35IsSmdcR9/ycebOjBkCCxaBNHRl+h8xY+Q8y84/QUo/TmqmMFt/5zOseIYnn0Wpk8uQDz4MOxZDfp46LYS4oZB5W7Y+wAUfgq2MlD6Q+ytkHAXRPUDUY3RCM/+ExYulJPjiaJsqJo/H/z8YPVqePZZOHQIAmKLEHstx3TNIuwBRSCAC2iuUtHRdBM7313E4fJ4DgMBAXDXXfJ+fYLHh48/hp49e9Zu2bLFf8iQIUaA9u3bmx566KHYvLw8XZcuXYxjxoypEUWRJUuWFIwYMaKF10Vp1qxZp9u1a2e/++67KwYMGJAcERHhXLhwYdGECRMSPR6PADBnzpxigGXLlp2cNGlSwty5c2NUKpW0atWq/ODgYI8kSZd8VJ+RkZHmfZI/aNCgqnbt2ll/aSy33XZbXU5Ojvbaa69NBdDr9Z7ly5efHDZsWO1bb70VnpKSktayZUtbRkbGVbt/LVy48PS0adOapaSktNFoNJJOp3PPmjXrTP34Cu6///64hISE9KCgIJdWq/U8+eSTxSC7EN57770JXota+/btzY899li5Xq+XnnrqqdO9evVKkSRJ6NOnT+3o0aNrLjxup06dbGazWREZGelISEhwXm6cSqXyogl2bm6uPi4u7hdzJw8dOjTZ+/1rrrnGtGzZslPjxo2Lb9WqVZokSdx44411U6ZMqbyac/bJJ5+cmDRpUsK8efOiXS6XMHTo0Krrr7/e+uabbxaOGzcuISUlJUyhUPD666+f6tu3r3nkyJGV11xzTWuAMWPGnO3WrZv1yJEjl/zv/+677xZMnDgxUafTeW688ca6prYZNmxYze23395y48aNQQsXLjzPMvX++++fnDJlSsIDDzygiI+Pt3/yyScFlxvP9OnTKwoKCjTp6emtJUkSQkJCnF9++WV+U9tu3LgxoE+fPr76LFeJcDmT338rnTp1kvbu3fuf7oaPPxklxhJmbn6Ij3M+AQlECe79CZ7YAdHhzeGWW+R2ww1IGg3fFnzLop8W8Xne53gkDwOSB/D3a//O31r+7TcnJvBidVrZnL+ZzNxM1h1ZR629FoPaQPvgOHaUHebhYHhBBWwSoM2D8MSz8PjjeN54nW5jXZwIhrzXIdgGB5spuXaih5SQZHKqj/D6D8H8fXO1rFQmT4aJE8D5HRx8HCxFEDMQOsyDwDRMJvjgXxsZEj2JqKBSNhf9H8PnPIneX83rr8Pw4U3E7kgSlH0DOc9B2begDsEa/yDT3ryftz4I4ZprYNn7JlpLz0PuAhAU0PoxiO4HxZ/LcTqWQlBooNlA2aoTc7Mc3wOYTLBggRx+ZLXKxx8+HF55RY7R+eQTOYYnr+wEqvarcLd9F0/osYbuhYvQR2hN8RfPsHPPUEBAoYDu3eGJJ6Bv31+IR/Lh478IQRD2SZLUqfF7Bw8eLMjIyGii4vC/j127dunmz58f9fnnn59cv3694cUXX4z89ttvj//Rx/3kk08C8/PzNU888UT5H32s/1WqqqoUo0aNSty4ceOJ/3Rf/te46aabWs6fP784IyPD/p/uy5+NgwcPhmVkZCQ29dlfytLj43fGZpPdoCor5WXjdbtdthwoFPKj96aWV/vZH7QvW1U5//rqKZ63bMEhyCJ/5CF4tq4TiTcMgWcGQFoaiCK1DiNLD77For1vkleRR4guhBnXy4kJWgS3uPz5ukJMDhMbjm4gMzeTL499idlpJlgbzNDkvzEsyA9FyVcMzj/MQCX8ax1g7gSvvgn/+pdcNFSSeKcj/BgnZ2QL1ofgWDiXcaaX8as9RU71EcYegKnO9rD677J1p3I77L8VqvdDSEe4/kOI7A3Aru9qKf7iIe7v9C7FxjTGLvucTzZ34s474bXXIDz8ggFIHjnWJuc5qNoLuhjo8CJbTk5m/FB/ysth9mwPj4/6GOWhR8F6Rs7GZkiCU8shexYISoi+CTKekS07qoaEN1gssvXluefk/Aog51544w3Zre6jj+DpN45Q5L8a+i6HsFy8jxl1AvTXBOF/YCJffPF/rLDIHgnR0fCPf8DEiU2Mx4cPH38Y3bp1s/700091v7Y46a/lrrvu8j0F/4MJCQnx+ATPvx+bzSYMHjy4xid4rh6fped/hcsJmKZeV1aem3E2hVIJHo/c/qRIwPJ0eOBmqK4PtRlwDF7cDK0vePZ5KAIWXQsfZYBZDdeehr/vUzA8T0TnEX+zGKvWSqyLqiMzuobN4bXYRYkIm8jQ034MA9JbWtkS4eRzM2w0Q5IJvv/QH8PfZ8Lnn8OBAw19LfeD1Psho1bH1ptXIhQWMnvb0zzd5ix6B7RShLNrxFfo2mRATTbsfwRKNspuZe3/JVtUBAVWK3zw/FfcEjqBZiGn2VjwCHc+OxtDoIY335TLDp2HxwkFn8Dh56EuF/xbQtqjGMPG8tAjGt5+G9q0gVWL99Da/CBU/gi6ZiDqwHQcEGShlTAC4m4DzflFq61WWdjMnQt19Y4EXbvKCeaSkyWeeTub17/JpC5uJYTnNXxPAHppFLQ7ewPfr5vNz/nd8XgElEq49VaYOhVuuEG+HD58/FX5s1p6fPjw4ePfyf+Mped/JqbHaj0nUC4lYq5GwAQGymmuwsLkR+Jt2557HRp68XpIyLlCJpIkN7dbFkDeZeP1f8dnFossDPbtg/37+cGvmjG3QX596GFndzRvho7lmuvjoIv8PYfbwRpnFoscu9ghFaBFyQjaMtXTkWsjo6G/B/pdQV+cTvn8ms1yP6xWsFg46zHxeXg1mQkWvol14hIhthbu3QvDbBCb5mZ9xzr+ZYftVnCXQ4xFYPwxFf+sTMPgLIDZsy+6XI+MisCkr2KRaRDCXXfxc4CZZydBkKBDEaBjzb170KnVsHsinHgflAZo/wK0+geIWgD2fG/kxOqHmdJpCcXGVEZ98D0rv+nCmDHw8svypW7AZZX3k/sCmE9BUDp0/Rji7+C77UrG94NTp2DuP8/wf/0eRCxcDUL9/WE9DWHXy8eOvwN0FwcF2WxyNrinn4bq+sSubdvCG29IiLE/89CnmXxbthp30DHoIIscCUhVwc2eWMp2PMiGXZP53hmAwyFna7v3Xhg3DiIiLjqcDx8+fPjw4eN/kL+U6PmvrNPTWMBcqYixWC69v6Cgc+LkagXMr0EQ5PafeIyen3+uQOh334HDQVG0npETdOysr3udHJLM24Pepldir4avFdcVs2TvEt7++W3K7GW0CG7B/E7zGd9+PKH6+tm+2w1nz0JpKZSVyctLrVdVNez7jAE+S4XMjrAtATwKaGHVMr2mBbf5x6FJrOCL5rk8aLZzwA7UQJoimEerYhhywEbHA+Uo6ozAgfPHKggwbBjbu8fxYc3L/N92aL3rC+x3DefuNrtQ2k5T67KxeegKEgvfl2NoJCekPABtn2iwqtjtsPSFrfQLuIdO1xSy7vhMRjw3h6BQHevWyZnPGnDWwbE3Ie9lOclA2PXQ6XWIuQWLVeCfM+T4mq4ditn70v2E2tbBmXrLX2BrSBwJ8XeCf2KTl89uh3ffhVmz5NsaICHRw9TndlNkyGTId5lUSwUgCSgC5PsrWAHD/dQEHx3M19/8H0trr6GiQjY8Dh0qi53evX1WHR8+fPjw4cPH+fylRM9/nAsFzJWImF8SMF6BEh0N6elNCxfv+m8VMH92nE7YuVPOmbxhAxw5Ir+fkoLl75OZ0DKblRXbkLAQ6RfJolsWMTR1aEMdiK0nvuaN71/hi5Ob8EgebtZn8HftQP5WHIxibxaU3nVOyFRUNO265+8PkZEQFQWtW8MNN1AQqWGNoZhM9yG+N8tuV639m/PP0B7cagnEVPsda0PyuMt5hIJqECToWg0v7IdbD0NKZTVQffGxADQaGD0agoJwLH2fKRFVJOqVPHHzM/DpJJ7ev4DsnXJyl39lDKFf9mRZoMQPh4znwHCuQOr+n0zkfvIYkzq9wem6ZO56fyefbu3KhAlywoCgoPoNbWfhyKty0VBnLUTdBG3+CRE9QRD48UeYOqmOtkGfUbjkFWL99yNYkTOvtbgHkqdAYOolL6PDAe+/L4udsjJAcBPUfiedxmSS41nDo0dPg0dE6dKCGkRBYqC/my6mVhzZNpOdZ+7i1Gk/TCbZqjNzpmzViYy8mpvJhw8fPnz48PG/hE/0XAqr9ercx65UwISFQUwMtGt3aeuL1wKj9F0eyspg40ZZ5GzZIgd7qNXQqxdMmYKnf38eP76YF/e9gbPCiUHQ8rxmIFOqkhDmr6e2YjEfqnNZFFfKkSAXoRZ46Ge4by80rzkAHJCFRVSU3Jo3h+uuk9fDw8FgkD8XRVkEmc1QUcHRqmNk2veTqfqafVIt1EH7MoG5OXBzARR1PMnnbU/SXwWVHtBI0LcKHt8Lg7Ig8pcSmgYHw+23Q2EhvPceKBS8NLEVhyOqWHdnJvrUwew5vYd5u+YhAEOCDDxq/hwiukPPtRDWpWFXDgcse2k7vTTjGXHNSdYdm8aIfz1LWKSezZvhppvqNzQXQd6LcPwtcNvkuJs2/ycnPgDsZguZr21AV/YJPz68AbWyvji0JkwuLpo0+bLp0JxO+PBDWeycKXVC4neohmaiaf8ZNVI5W+vUYA5G0AtICjdtDWZuV+uRDo1mf9EDLD3dhrw8+c9iyBDZqnPjjT6rjg8fPnz48OHjl/nfmFV7BczViJg/k4CRJHnGeGFzOJp+/5far/1e4+96E2B4J7leN7ffug5yYMeZM3LzRrSrVHJRlqgoeZb788+8ZfyOh0unUacFtQse+x6e+daGKK0mKxLeuF7JsnYuLCroUqHlwz2RDC8NRatQQ0r9TNnjAZdLDiwpL5dFhtUqv7bZzl0CIDsCMtMgszVkRwI66FIML+yC3qcg5xqJz7vBc33AKkEgMLAShuyBv+2TC4aehyiCTicXjAkOlgNQoqPle2ftWnj7bfn1U09RMKI/czJvZEjSEAamDsbqtDJq1TCQPCQp4YOECISOS+VMaI3O5aEDFrKW/pN7Or3CmbqW3PXuNj79rgdTpsC8ebKmo+4oHJ4HBR/J1zVxFKQ9KruouR1QvI6qAyvQVqxlZLwZezM9KtEBygDZmpR8LygufX+7XHLGtVlz7BSpvoFrV0PqWtBVIYo6PMY4lEoTLrWF8IAyRgVA2tmOFOXP4MeK2/h+t5aqKlmP/utfslUnKuryfzI+fPj4c2AymYTevXun/PDDD0eUv+J3cM6cORHTp0+vMBgMv1vWnGbNmqXv3bs3Nzo6uiGl3PLlywNzcnJ0zz33XOnvdZym6Ny5c6vy8nKVRqPx+Pn5ed5///2TGRkZdrvdLkyfPj1mw4YNwWq1WqqvxXN6+PDhdbW1tYqpU6fGbt++PcDf39+jUCike+655+xDDz1U4Xa7mTBhQtyuXbsCBEGQ1Gq1tHr16vzU1NQLf3EuO/7fm2HDhiUOHDiwdvz48ZdwY7g6LpfuvFevXkmZmZknw8LC3KIodkxOTra63W4hKSnJ+umnnxb8nvfOr6Fz586tFixYUNSzZ0+Lt68A77zzTshjjz12FqCgoEB13333xW3atOkPzYY3efLk2IEDB9YOHjz4igvB/pX4S4kebyKDDJ0OOnQ4J2IaTV4vwmCQA/kDA+X1Vq3kpZ+fXKRSr5cnplqt3FSqc8HrF4qBkhJ50vx7ixC3+99zAkVRHt/lmlotLxWKc8LHm8zgl9YvPG8u17nx2+3y8lJjdTqhpgZEkU1JMOEuN2cMoPDAqMNK3t6iQZQEPu3o5I32TnbFetA6Xdx1WODve6DjaRtwur41wYUWCklCAvbFyCInMw2OhcquaT1OwSsboeNp+KkdfN4DHrsJPECsAu6pgSE/Qa9doPJwTtSJwvnHkqSGpAeUlMDhw/J7giAHprz0kpxuWqXigU8GIwgCr/R/BUwFPL6qP8dri9EJ8MXfniTgmidBcc610eWC5Qt30VUxjlGdjvNF3j+464V/EdXMj61b5d1TfQB2/gsKV4GogaR7ofVMOeNa+XeQ9yJSYSaCswbJFELO2Xa0b56FRrRCyj/kgqaaJotUN/Thg2VWnvhgM2Whq2HEOtDWofIYiPdrxekKf2x+hSj1RxnkB0OUgZiPTuRU6b18eDCZXbtoyMB2771yvVifVceHj/8uXnvttbDBgwdX/xrBA7BkyZLISZMmVf3RE9dRo0bVAn9ommtv2u6lS5ee6Nmzp2XBggVh06dPj9u6devx6dOnx5SWlqry8vJydDqdVFRUpNy8ebOhvm+JiYmJ9oKCgmxRFDlz5ozyjTfeCAN54uz9niiK5OfnqwICAv7wSb7H40GSJETx96lZ91vYtm1bgxDSaDSevLy8wwCDBw9u/uKLL4bPnj27zPu5y+Xi196Lvwfevh45ckT97rvvRnhFT2JiovOPFjwul4uZM2eWjx8/PsEnev4CNCQyEIRJjVP8XhajUW7Fxb/+wF4hcKVNo5FjQxqLiF/Tfu13m/qeUvnrZpROp2whuTC4v6mA/9pf+D0RxXPWjuhoWWS63bIYsljYL5Qxuv0JDoe4QILeJ+CTTHCILp7t5OLta6DcH1rWKliwL5TxJVGECHqIEyFWkvdjNsuWpOpqeVbupV6ceQT4IVYWOWtaw6kgED3Q+yTM+B6Sq2BHKrzXCx6Ua2jSVgX/dGoZYkvnmrBhCO3TYFKybJrQaK7+nF7A2ry1rDu6jhd6zyY+/1W+P/gKLxfKfV9+2zJS2446b/u8HCv73nuCMR1epsyUwPC3vmX19ht44AF49lnwM++Eb5+T01irAmSrTsoDYMqHw/OhaBXYynErDGzOHsIPOUnc1/9jrm3+gxzf0/FlCEy7ZH9rrSae+PBLPtiTiSl6A/Q2gyWESHdnBKeJMvEn8q17uSYYxhqgWckNFNXez0/2QaxYpaaiAhIT5To948f7rDo+fPw38+mnn4auWLHiBMhP62fPnh0THBzsOnHihLZLly7Gjz76qFAURdasWRMwZ86cGIfDISQkJNhXrFhR8Nprr4WVl5erevXqlRIcHOzatWvX0TvvvDMxKyvLTxAEadSoURWzZs0qz87O1kyePDmhsrJSKYqitGrVqhNt2rS5qhomr776aujevXv9li5dWjhs2LBEg8HgPnjwoN/Zs2dVc+fOLfZaLJ588snIzz77LMThcAi33HJLzcsvv3wGoG/fvi1LSkrUdrtdcd9995XNnDmzAkCv13eYPHly2datWwPmz59/3kSjT58+pjfffDPSaDQqPv744/ATJ05k6XQ6CSAuLs41ceLE6pycHM2BAwf81q5de8IrMGJiYlzPPvtsKUBJSYkqMjLS6f2sZcuW3rJlLFmyJOTFF1+MkiRJ6Nu3b82bb7553lO/KVOmNEtISHB4J94zZsyIMRgM7qeffrqsqXEeOXJEPWDAgOSuXbsa9+3b57927drjKSkpl7QoeZk5c2b0pk2bgux2u6JTp06m5cuXn1IoFDR13Vq3bm2fMmVK7NatWwMFQZAefvjhkkmTJlUDGI1GsV+/fi0vvHcuZbnq3r27KSsrS7d+/XrD3LlzoyMiIpyHDx/WHzlyJOfvf/977K5duwwOh0OYNGlS+cMPP1wB8MQTT0R++umnoYIg0KdPn9pFixad/v7773VTpkxJsFqtioSEBPvHH39cEB4e7u7cuXOrjh07mnbu3BlgNBrFxYsXF/Tv399kMpmEESNGND969Kg2OTnZZrPZGp6qevv60EMPxRYVFWlSU1PTevXqVTdjxozygQMHJh87dizHYrEIY8eOTcjKytKLosgLL7xQNGjQIOOrr74aun79+iCr1aooLCzUDBgwoGbx4sXFQJN/P4GBgZ5mzZql33XXXRXffvttwL333ls+efLk6pqaGmVhYaEyPj7+31s860/AX0r0NOC1WNjt5ywNl0KplK05/v5yCwiQLT0BAbL1JyhIXgYHyy0kRG5eF7bg4D9n7I3HI4/f66rlXdbWnnPduvCzC5eX+6y6WhYylZVNH9/fXz43/v6y1axVK1lcVlfL2c4c9f8nBeHcNXK7ZQFVXg4HD8rvhYRwMj6AcT2r2B5cBwKkOQL5pOIGyvVW7rvvMF/4FyMBA0sMTN0qcNP+OhRSJXCJvl2ASwHbE2SLzmetocQgu8v1OwFPbIMwC3zXwZ/nb7ZzSnQiAN20sCAkhlszJpKU8eBlLR6/BbPDzAMb/0HbwCimlS3EUljD0FIt4GLGdTMY2kjwuN2w4vUfudZ9N6M6HuWL3CmMnP8CzRL82b5NonvLTfD9v+DsjnNxOOHd4MwG2NIFLEUgapFiBrEuawRPv5TEv+78J3PvmAX+SdBxnVxktIm4nVpbLWvz1vH6N5nsrdmEpLRBaAQcG0BQiAdz6LeUqb8mTFAwPdBDfymc40fuxRQ5gUU/JPLtt/Kf7a23wuTJ0K+fz6rjw8fvyT33EJedjf733Gfbtljee4+iS31us9mEoqIiTatWrRomxocOHfLbv39/dkpKiqNnz57JS5cuDe7fv7/xueeei96+ffvRgIAAz+OPPx41d+7cyAULFpS8+eabkdu2bTsaHR3t2rFjh76kpER17NixHICKigoRYOTIkc1nzpxZOnbs2BqLxSK43e5LBxdeIWVlZaq9e/fmHThwQDt06NCk8ePHV69Zsybg+PHj2qysrFxJkujbt2/Sxo0b/QcMGGBavnx5QWRkpNtkMgkdOnRIGz16dHVUVJTbarUq2rZta124cOEZgCeffLLhGGvWrAlMTU21Hj58WBMdHe0ICQm5yEJz4MABbevWrS2XsqiMGTOmqmfPnqmpqamGHj161I0bN66yW7du1oKCAtXs2bOb7du3Lzc8PNzVo0ePlI8++ihozJgxNd7vjh49umratGnxXtGzdu3a4E2bNh271DhbtGjhKCgo0L799tsFy5YtK7zSc/nwww+XL1iwoARgyJAhzVesWBE4cuTI2qau29KlS4MOHTqky83NzSkpKVF27ty59U033WSCpu+dS7nPOZ1ONm/eHHDTTTfVAWRlZfnt378/JzU11bFgwYKwwMBAd3Z2dq7VahWuvfba1EGDBtVlZWVpN2zYELxv3748g8HgKSsrEwHGjRvX/OWXXy685ZZbTNOmTYt59NFHY957770iAJfLJRw6dCh35cqVgXPmzInp37//0QULFkTodDrP0aNHD+/evVvXrVu3i54Svvjii8UDBw7Uea1SR44cUXs/mzdvXgTA0aNHD+/fv1978803J+fn52cDHD58WH/w4MHDOp3Ok5SU1HbmzJllfn5+0qX+fgC0Wq1n3759R7z7T09Pt2zdutV/3LhxNfyP8Secrf8OtG8Pe/fKk2mzWXaLqq298mVpqZwZrKbm8rE9XgyGc+IoKOj89caucl4XObVabkql3NxuWaD8ViHSeBv7byzU67UIea1CSqU8KxXFelct8VzGOKdTPrbJdK4ekMkktwsRBFlQJifLQigxURaQQUHyLNftlvtvsVBaU8w/pA1kGgqQBDn4f+GXUOZfyx3XruVoGISZ4ZHvFdx7QCSxynJlroCCgEMhsbW5LHQ+T4UKP9C5BAbURnCLsQ2ayBi2XH+aR9vsocppRiOY6KeHJ0PDGdT2biJS7zsvM9ofgiQxZ91dFNYVsSMWVKE3MaZUoNyxmY7RHXmh3wsNmx4/YmP327MY0X4BZ02x3LnkK1bv7MtDM9w8M/lT1Mf/Bd8dAH0cpP0fIMHJDyHrCdktLupvkPEvTroGc/9UNzdGzmX303eiUOmg3XzZnU0832pVaalk7ZG1rD6cyZb8r3BLTqhrhiJ/FJJDh7LldlxtVmOSBG41SIzxF5CO9yen5D4+ZwCfrlY2WHWefVa26kRfXMbHhw8f/6WUlpYqDQbDeU+T09PTzWlpaQ6A4cOHV+3YscNfq9V68vPztZ07d04FcDqdQseOHS/6AUlNTbUXFRVp7r777rhBgwbVDh06tK66ulpRVlamHjt2bA2AXq+XkMMwfxODBw+uEUWRjh072iorK1UAmzZtCti+fXtAWlpaGoDFYlHk5eVpBwwYYJo3b17khg0bgurHrcrJydFGRUWZRVFk3Lhx503Mx44d20Kr1XpiY2PtixcvLqysrLziudijjz4atXbt2pCqqipleXl5VsuWLZ3Hjx/PXrduneGbb74JuPnmm1stXbo032g0itddd50xJibGBXDnnXdWbdu2zb+x6OnWrZu1srJSWVBQoCopKVEGBga6k5OTHfPnz49oapwtWrRwREdHO/r06fNLqXjOY+PGjYaXXnopymazKWpqapRpaWnW6upqY1PXbceOHYbhw4dXKZVK4uLiXF26dDHt3LlTHxgY6Gnq3rlQ9NjtdkVqamoaQJcuXYwPPvhgxddff+3frl07szfO6euvvw7Iy8vTf/HFF8EgW5AOHz6s/eqrrwJGjx7dED8WGRnprqysFI1Go3jLLbeYACZNmlR5xx13tPAe74477qgG6Nq1q/nhhx9WA+zcudP/gQceKK/vgzUlJeUKJpLn+P777/3/8Y9/lAN06NDBFhMT4zh06JAWoHv37nWhoaFugKSkJFt+fr6mqqpKvNzfz9ixY887R+Hh4a7Tp0+r+R/kryl6vAjCOUtDRMSvExBe0VRXJzeTSbZYWCxy8woMk0m2YnhjcNzuX7YyXQlK5TkBotHIokmnk5tGIwuI8PBz7mmN40W8cTRut+zK5XLJFhZvDE3jc+Adixdv3M2liprq9fJxvckavJYvqxWKiiAvDwoK5G2joqBbNznhQ3i4XP/m9Gm5bd0qL8+ebdh1lQ6evAGWXAtuBeidMHW/ihqlkwm3gkUN1xXB0jVwx2HQujzIETUXXHvveajHqhbYcn0EmW1FvgitoFbhwKDQMTCuD33bDsaBm43HNvL3/M3YLHaCbAID/SSGRPnzt9Yj8E+6B8Kuu2yGst+N8u1k75zKS9k5jA8LpvvNK/i81sLKHUMxqA1sHr0ZUSHi8cDqJT+Rbr6bUdfk8sXhSYx+aQEtWmo5tuk9Wtieh5+OgV8ixN4GxqNw+F8gKCCiN7R+BOJuQ1KH8PZbbg59/i4f3P4EYf4VkDQBod0zoDuXC7rMVMbneZ+zOnc13578FrfkRmVOxJ31d0RrFO6Y7/FkfAgKF22VIhODoau9Get+mMwm3XhyT8WybZusmQcPlq06N93ks+r48PFHczmLzB+Fn5+fx+FwnPfXLVzw/9NbUqB79+5169atO3m5/YWHh7uzs7MPf/bZZwGLFi2KWLlyZciSJUuu2OJwNWi12oYfD6n+d0SSJKZNm1bidYXysn79esO2bdsMe/fuzTMYDJ7OnTu3slqtCgC1Wu25MIbEG9PjfR0ZGekuKSlRV1dXK4KDg8/7McvIyLDl5ubq3W43oigyb9680nnz5pXq9foO3m10Op00fPjwuuHDh9dFRkY616xZE9S3b98ritkYNGhQ9bJly4JLS0tVw4YNq7rcOI8cOaLW6/VXFS9ksViEhx56KGH37t2Hk5KSnDNmzIix2WwK6RLzo0u9D03fOxfSOKanMY37LUmS8OKLLxYOGzasrvE2X375ZUBT+7wc3vtEqVTS2MJ4tftpzOXOgVqtbvhQFEXJ6XQKv/T3c2E8nM1mE3Q63X80ucN/ir+m6Dl0SH5kbLefc/H6LQLEm2XLKzi8y8BAeULvteA0tY1GIx+7sciwWM4JjcbrVuv5gsyb4MD7/q9FqZT7odPJYsXPT7ZARUfLFpaQkHOJHLxuft7W1Ht+frIQczggNxc+/xy++UZems2yKDAYZBFkMsmWs8xMuXnx95f7olQ2bG90GJl/PczrDg4RRAn6HgejBhZ0dqJzwshDMPUnuKaERuKj0bUVRUhIgNRUSErClBTPlyGVZDoOsqFkG2ZnGcHaYIamjqRbXDeqrFVsOLaBSV/eh0fyEKdSMsnfxRCDkh5Jg1C1GAsxN4P4Bz8UsVdC1T65lX2HVLKFqSVqAtR+vHB3LjVKDXe9F42AwMZRGwnVh1Jwws7OxXMYkT6PSkUUdy7exMa93fl47jvc0mIBwtliOSmBfxKYjoO5QHZn6/gaxN8OOjlYprgYFv5zG6NbP8jkMQexBXRH6LoJQq4B4HTdadbkrmF17mp2nNqBhESMJpnQvIcpP9QWV/xuaLcMt18FIZKKCSEuRupFjmcPYdXmSXzp35ef9oqcPQvx8TB3Ltxzj5z40IcPH39dwsPD3W63W7BYLEL9k3wOHTrkl5eXp05OTnasXr06ZOLEiWdvuOEG80MPPRSfnZ2tadu2rd1oNCpOnjypateund3Pz89dW1uriI6OpqSkRKnRaDzjxo2rSUlJsd9zzz3NQ0JCPFFRUQ6v65bVahVcLpdgMBg8zZs3b3Py5Mmc32s8AwYMqJs9e3bM5MmTqwIDAz0nT55UqdVqqaamRgwMDHQbDAbP/v37tQcPHvS7mv0aDAbPiBEjKiZNmhS/bNmyU1qtVjp16pRqw4YNhqlTp1a1a9fO/OCDDzZbuHDhaaVSicViEbwT4507d+pjY2OdiYmJTrfbzaFDh3Tp6enWnj17mh999NG4kpISZXh4uGvVqlUhU6dOLb/w2GPGjKmaNGlSYnV1tXLbtm1HLjfOpvo+dOjQxAceeKC8d+/eTVozLBaLAiAqKspVW1urWLduXfCgQYOqL3XdevXqZXz77bfD77///sry8nLlnj17/F999dWirKwsXVP3ztWcZy/9+vWrffPNN8MHDhxo1Gg0UlZWliYxMdHZv3//umeffTbGmzijrKxMjIyMdAcEBLg3bdrk379/f9O7774bev311zfhxnKO7t27m5YtWxYyaNAg408//aQ9evToRW6lgYGBbrPZ3OTjPu/3Bw8ebMzKytKUlJSo27VrZ9u9e3eT7qmX+/tpavv8/HztiBEjfpesev9t/DVFj8MhT7QvhddNSxTPuZh5LSredYXi3DaNH0N7LShOpyxMqqoutqZ4M5N5RcvVZF/zihOD4eLscV5XM2+fvJN+j0duXiuOxSKLD6NRtk7V1sqvL2W18Z4TrVY+fmPXuwutR94Uz9XVTe9PFGUhpdfL63q9LNhqas5PHOB1hVMosAluFnWC2b1lgQPQsgpqNPB1EiRVwkubYNwBCLbVHyOpuewel5Qku8p5l/Hx1LhMrDuyjszcTDbnv4WtykaEXwSj0keREZnBGdMZ1h1dxwcHPgAgXe/H48EehvhBh9guCC3GQvwdoA6+8ut2NdjOQtXPUL3vnNAxnzr3uX8LPgwaxo7jmbw96A3C/CNpv7g9NpeN/+v+f3SN60bmOz+TWn03o9tnsy5nPPcvmcXM25exbOpIVJ4qcAUCAlhPQ/A10P4FSBgOfgkNh5Ek+GxZAcKBR1jQfxVGTxyerivQJgynoPYUmd+/yOrc1fxY/CMAbcLbMCL6KX5ceQMnrfug/Ydw+/MoJAWDdCKTQqB5XTzvfzWZu4/ejUIfyYED8uUaOFDOwHbTTfJrHz58/G/Qs2fP2i1btvgPGTLECNC+fXvTQw89FJuXl6fr0qWLccyYMTWiKLJkyZKCESNGtHA4HALArFmzTrdr185+9913VwwYMCA5IiLCuXDhwqIJEyYkejweAWDOnDnFAMuWLTs5adKkhLlz58aoVCpp1apV+cHBwR5Jki75uD0jIyPN+zR+0KBBVe3atfvFJ4u33XZbXU5Ojvbaa69NBdl6sHz58pPDhg2rfeutt8JTUlLSWrZsacvIyLgq9y+AhQsXnp42bVqzlJSUNhqNRtLpdO5Zs2adqR9fwf333x+XkJCQHhQU5KpPZ10Msgvhvffem+C1qLVv39782GOPlev1eumpp5463atXrxRJkoQ+ffrUjh49uubC43bq1MlmNpsVkZGRjoSEBOflxqlUKi8SPrm5ufq4uDjnhe+7XC5Bo9F4wsLC3KNGjTqblpbWJjY21tH43DR13caMGVPz/fff+7du3bqNIAjS008/XRwfH+/Kyspq8t652vMMMH369IqCggJNenp6a0mShJCQEOeXX36Zf/vtt9f9/PPP+vbt27dWqVRS3759a19//fXT77///skpU6YkPPDAA4r4+Hj7J598UnC5/c+cObN8xIgRzVNSUtLatGljSU9Pv+h+iIqKcnfs2NGUnJzc5sYbb6ydMWNGgyB95JFHyseMGZOQkpKS5v3b8Ca4aIqYmBjXpf5+LtzWbrcLBQUFmp49e171PfpXQLicGe2/DW/K6o4waW/jrFkXujpdmEbZK2R+zbm4sMZMU8f5b6TxmC41Dm/Mj9PZdAyRv788w/V+foH4cyrgg/bw+I1w1l9+z2AHkwoEYOBpP6Za2tAvqiuKpEbCJi7uouQRZ81nWXtkLZm5mXxz4hucHiexAbHcmnIrSaFJ5Ffl88XRLyisLUQhKOgeGMoQdTW36l20CEmGxDHQfBT4t+B3xVZ+Tth4m6WRl4l/klz8M+SahmWly0PqG6kkhySz856dPPXtUzy741kyIjNYf/MevnvjWUa0fZYqSwRPrXmB1Mh9/P2mxagUNuQzJ0FAKiTcBQkjICDlom6VnTGzbdHzDE6aD4ICc+JjVKbeSubRL8nMzWRfyT4AOkR1YFjr21GdGMSCD45yNuZDSP4SFG7S8OP+cDNDtCq+/fl23v52Ekeqb8BuF6iqkq06EyfKVp1mzX7f0+rDh4/zEQRhnyRJnRq/d/DgwYKMjIyKS33n38GuXbt08+fPj/r8889PXq7Wyu/NJ598Epifn6954oknLrJu+Ph9qKqqUowaNSpx48aN56VadrvdtGvXrvWHH354slOnTpepGeLj383SpUuD9u3bp3/llVfO/Kf78kdx8ODBsIyMjMSmPvtLWXrOS1n9WwP5r/yg/z5x4xVYgiBbYLxWGO+6tzVONuBdeq1Djb/jXXprw1wYB9S4Na6t43bLVqGwMFl8OByy5aau7nzx01QiA+S00CvbwP/1lVNCAygkAY8gofEL5P7Wo7i310MkhF5egJwxnuGz3M/IzM1k26lteCQPzYOaM6XTFKIN0eSczeHj7I+ptlWjFTXcFBbDbH8DA9VGwv08EH8vNB8DoZ1/nzgda+k5YVP9c73AaZSh1JAsu5eFdJRbcAdQyyfA6rRSbi6n7OwxFv64kGprNYsHLmbP6T08t+M5tEotj6hfp/qTzozOOMjWo4PBaeSNMXejUHgQQHZlaz5WFjpB6U2PSZLYs+pjYise5Y7Wp1lXdzP7Wrbis8OrOfTdLAC6NOvC/H7z6RUxlJcX1zBn4wc4Wt0AvasIdOm5J1DBpBA3nvIE3l43ifRdY0AdSmWlfDsNGiTH6vztbz6rjg8f/+t069bN+tNPP9W5XK5f3vh35K677vpDa+74gJCQEM+FgqegoEDVp0+flK5duxp9gufPh8vlEp588smyX97yr8lfytLjpVNoqLS3f/9zE/XGwfqNY2m87/8WgeR1A2ssKryC4pesQI1FxoXrFy5/izXqP4lSKafnat0aKSWZ9XFWHrN/yWHrqfM26xzTmQe6PMDtabejUV66ts2pmlNk5maSmZvJD0U/ICGRGpZK/5b9CdAEsL90P1+d+Aqby0awNpBBEc0ZoiznJuEMfkoNNBskC53o/r8tTsdacrEFx+p9cCJAQAomQzvK9EmUqWMoUwRRZjdRZiqjzFzfTOeWRsf5MaePdH2E/+vxfyQsTKDOXscM+yieT12BzaXH6tARbiiXdaqoR4gfDsn3/aJ4qz2xh7IvH8Cs383isii+Vqk5YS5EQKB7fHeGtR7GjTG38fUWJS9/vZyi0A8gIgfRo6Sv6M/06Bq6ilrW/HQnS76ZzI/Hr0ejEbDZZOPbxIkwYYLPquPDx3+CP6ulx4cPHz7+nVzO0vPXFD2CIO3Vas8XJBcuL2wXxvA0tpJcKGa865dyk7ua9av9njcrnDeO58LW+PNfEk8XCqlfey+oVLIvU1qaHGfjjbFJSoLYWFAo2HpyK49+9Sh7S/Y2fE0URO5Iu4NHuj1Ch+gOl9z90cqjZB7OPM/tKiMyg96JvVGJKn4o/oFdhbuQkIgPiGVIdCuGKM/Sw56FUgDCe8hCJ/6OBsvKFSNJspip2odUuZfas7spP/szZZYKylxQ5oYyZZgsatBS5vJQZrdQZi7H4mw6S2WILoRIv0gi/SPlZeN1/0hiDDFkRGbQ9d2u7Dmzh1tV/nyeaMIjCSgESc6LoUtH2+lJOSOb4vLmFMlyhvWrJrG95ks+rRMp9LgRBZEbEm9gWOth9Gk2lB1fBbHo63Xslz5AarkZFG5aOsJ5MLKGMcFOCorb89bWSXz8/UiMtiA8HvlP4JZb5Fid/v19Vh0fPv6T+ESPDx8+fPwPubc14A2gv9DiIkmye5Y3GL+xm9eVrF/Ntt51r3j6I/b979zfheshIbK4SU6W03BdIufw7uLdPLTlIXYV7Wp4TytqubfTvczqNYtg3cXJAiRJIudsDqsPryYzN5Ps8mwAro25ln90/gceycO2U9tYuHshABmR7Xiqw53cqqqgfc12BE8xaFtB6jOQOAr8Ey95q0iSRJW1Sra4GEspq86l7OzPlFXnUVZXSJm5nDKHgzI3lLvB3oQuFKgk3E9BpJ+OSP8YWkRENClmIv0iCfcLR/1LFibJw4xVo9lzZg9RIqyIl90EnS4lJ5y3kzLiRbT+ly9o4/a4+f7Ut6zcMYvPC3/gtFtClBR0iejNU9eNoE/srez6KpS3Xv6J+01z8aR9AknV+NsDGaEOYmazSmLcVlbuHk/fryex72TH+tSyso71WnViYy8/FB8+fPjw4cOHjz8Df03R4y1O6uM/xsHSg9y34b6GzF8AWqWWaV2mMffGuSgV5996kiTxc8nPDa5rRyuPIiDQNa4rUztNxeK08PXJr3ltz2soBAU94nvwcvdp3KqqovnZL8GUBZowSL4Xd8JIKnXNZcFSfpyyE7vOdyfzrpvOUG6uwCVdnF1PBCJUSiK1AUQGR5AWmEhkcCqRhtiLhEyYPgzxF6wtl8RlgdrDUJsNNYdwnM3my1Pf83KJCQH4Ihps1gCWZj9Cnyn/oHVqwKV35XGxrWAbmbmrWZOzgjJrDRoBMhxRdBcf4l/3TWTP9iA+nHeG+8rew9X2A2iVi8Ktpqszmn9GGulvqGVvfmdeXPo8H38/ArNdzjAhCHDzzXDffbJVR/nX/M/hw4cPHz58+PiL4pu6+Phd2XdmH5PXT+bnkp8b3lMqlDzQ+QHm3jgXvepcmnmP5OHH4h/JPJzJmrw1FNQUIAoiPRJ60CuhF5XWSrae3Mquol3olDp6JvRkYpthpLrOYCvfTlnuNl73iJRpmlGmaE9ZrYuykyupsLyBR7q47pZaoSRSoydShBjBSgeFk8ggiFAKspgJSSMyvCORUd0Jie6BQuX/u50Xye3EWHmAkrLvKS3bw5mKLEpqCym111HmghI3lLqgxAUV9V2/X69j+ZoXaTVgHPe+rGvSmOZwO/jmxDdk5mbyed7nVFor0SsU3Kz30EUVy97tb5DeYzA/Z9lodctanGkfQOoWSPOQYE1kkiac+5udRbLV8NHO++jw7SQOFbVr2H9wMPzjH7JlJy7udzsdPnz48OHDhw8f/1b+mjE9nTpJe32Wnn8rG49tZPrm6RypPAKAQlDgkTyMTB/JvL7ziA2Q/aBcHhc7Tu0gMzeTz3I/44zpDCqFijbhbfBT+1FmLuNk9UnckhuVQoVepccjuTE6ms4Ep1PqLrC8RBCuUhHmsRDmqiTEXkyw9QRB7jr0ArgEEad/Es6A1jgNrXD6J+PyS8SJAqfHidPtxOlx4vK4GtYbL10e13nv2V126ux11NprqbXXYrTXYbRWYbZVYHEYsbjsWN0ubBJcqvyxEhAFUCAnnLZLEGCO4pr9x3n7LT+aNz9/e6vTypb8LWTmZvLFkS+otddiUPszKCya26TjXEcQz656hm+LJlHg3oct9QOE9BVImlpCCKefM5Snmh8jTedm19HuLPlmEqv33I7VcU6QduwITz4px+z4rDo+fPz5+bPG9JhMJqF3794pP/zwwxHlr/hnMmfOnIjp06dXXFhV/rfQrFmz9L179+ZGR0c3pJRbvnx5YE5Oju655567TJG/307nzp1blZeXqzQajcfPz8/z/vvvn8zIyLDb7XZh+vTpMRs2bAhWq9VSfS2e08OHD6+rra1VTJ06NXb79u0B/v7+HoVCId1zzz1nH3rooQq3282ECRPidu3aFSAIgqRWq6XVq1fnp6amOq5m/D6apnGa9cb3yEcffRSUlpZm69ixow1g2rRpMTfccIPRW4/qj6Bz586tFixYUNSzZ09L165dU9auXZsfHh5+FYUg/zf4n4np8dbpSUpK+k935S+HJEnU2esoN5dz1nIWo92IxWlh0/FNfHr4U2psNQAoBSUuyUWkXyQdoztidVoZs2YMp42nKTeXU2evQ+J8oe30ODlQdqDhtYCAWlSjEUSUbiui5MBPBFGhBKUeRD1Svahyux3UWM5y1nia/R4XTunCvV+IGzhS3/44FMh/XEoB1AIYFKARQCeAVgC1pEH0+ONyhFBTF8bZyhCMliA8Li3B/npmdH2Qx+f5NSRjMzvMfHlMrqGz4dgGTA4TwdpghqbeyrAADX3PforKeYI3vrqftlsmUZO0HkX/dDzBR9AIWrorW3GPtoQRkeVUmTys/P5Bhm2aSN6Z1g19Viph+HB47jlISGhyWD58+PBxVbz22mthgwcPrv41ggdgyZIlkZMmTar6PUVPU4waNaoW+EPTXHvTdi9duvREz549LQsWLAibPn163NatW49Pnz49prS0VJWXl5ej0+mkoqIi5ebNmw31fUtMTEy0FxQUZIuiyJkzZ5RvvPFGGMA777wT4v2eKIrk5+erAgIC/tBzBeDxeJAkCfHfnMHG6XSiUqn+rcf00vge+fzzz4NcLletV/QsXLjw31r35q677qpcsGBB+Lx58/5Qkf5X4y8lehrq9HTqNOk/3Zf/BixOC+XmclnImM/KdWLMZZw2nqbUVEqZqYyzlrNUWiqptlXj8vzyQyGXJG9TYiph/bH1TW4jyFVlGsSPUqFEr9ITpAkiQKlE4zKiclajkhyoRBUqfTxKfRwqpQ6Vy4jKVSd/7qhCKTpQASqFApU2ApU+BpU+FqVfHCq/WPk7ChUqUYVCUGBz2TA5TJgcJursdbKVxlZLta2aals1VdYqKi2VWF0XF+cWkV3hokSJaBFiRIhWQbQIkSJEK+UWJYJWAZXGEIrrUil3tqPc0ZZTVan8mJvK17tisFrlcxAeDtddB+O6QJcucO21EBgoH6/OXsf6o+tZfXg1m45vwuqyEq4PZ2TbkQxLG0YPpRP3DzPxt+Sx7tCNTPn+b5xJ/Abp3gwQJDoGptHfnsH06CyClQf5OrsPU7ZM4oNvhuBwnUsLHhQEM2bAY4/Jifh8+PDh4/fi008/DV2xYsUJkJ+az549OyY4ONh14sQJbZcuXYwfffRRoSiKrFmzJmDOnDkxDodDSEhIsK9YsaLgtddeCysvL1f16tUrJTg42LVr166jd955Z2JWVpafIAjSqFGjKmbNmlWenZ2tmTx5ckJlZaVSFEVp1apVJ9q0aXNVtSheffXV0L179/otXbq0cNiwYYkGg8F98OBBv7Nnz6rmzp1bPH78+GqAJ598MvKzzz4LcTgcwi233FLz8ssvnwHo27dvy5KSErXdblfcd999ZTNnzqwA0Ov1HSZPnly2devWgPnz5xc3PmafPn1Mb775ZqTRaFR8/PHH4SdOnMjS6XQSQFxcnGvixInVOTk5mgMHDvitXbv2hFdgxMTEuJ599tlSgJKSElVkZKTT+1nLli2d3v0vWbIk5MUXX4ySJEno27dvzZtvvnm68fGnTJnSLCEhwfHYY4+dBZgxY0aMwWBwP/3002VNjfPIkSPqAQMGJHft2tW4b98+/7Vr1x5PSUlp0qLU2CpRUlKi7NSpU+vTp08fevXVV0PXr18fZLVaFYWFhZoBAwbULF68uNh7rkaNGnV2165dhsDAQHdmZuaJmJgYV+fOnVt17tzZtHv3bv+bb765pm/fvsYZM2bEWSwWRXBwsGv58uUFCQkJzqbug9atW9unTJkSu3Xr1kBBEKSHH364ZNKkSdXr1683zJkzJyYkJMR55MgRXXp6uuXzzz8/qVAoWL16dcDDDz8cFxIS4kpPT29Iw+q9R8aMGVP59ddfB/3444+GefPmRWdmZuY/9dRT0QMHDqwdP3589dq1aw2PPfZYnNvtJiMjw7J06dJTOp1OatasWfrw4cMrN2/eHOhyuYSVK1ee6NChg62urk4xYcKE+NzcXJ3b7RYef/zxM6NHj64xmUzCiBEjmh89elSbnJxss9lsDTUpRowYUdO1a9dUn+i5Ov5SoqeBulz4qieIGlBo5aWoBcUFS1H727dRqH6fwpa/Ao/kweK0NEziq63VFNcVc7ruNCWmEsrN5VRYKqiyVlFjq6HOUYfJYcLitGB32XE3EcB/tYiCiFtyo0BB24i2xAXGUVxXTF5FHna3HYPKQMdmHdEpdRwsO8gZ4xkEQaBnQk+GtBrCram3kqj0wMllULAMjMfkcxt5EwS0AckJ1QfkYp/OOlADWjUEtYOQWyHkGiyGNpSKIZRYqig1lVJiKpGXlccpNZdSYpRfl5vLmxxzgEpPtNafKJWKNLWTKLVIlKQgWukhSjwnZEJFEJDOu9xOt0hBeSKHTrcnT2pNjl8qZjGV4toUjp408NNPUFIib6vRwDXXyCmeu9SLnMRE+faxOC0U1Raxp6KQ/GP5bDi2gS35W3C4HUT7RzOhwwSGpQ3j+pge7P0mH/8ND6ENXc+nZ5rxyOGbKIz6EW7cSrx/M25Wd2e84gidgw9TWhPJW5se5YvsiXx/qOV5405MhPnz4fbbf/Nt4MOHjz8599xDXHY2+l/e8spp2xbLe+9RdKnPbTabUFRUpGnVqlXDxPjQoUN++/fvz05JSXH07NkzeenSpcH9+/c3Pvfcc9Hbt28/GhAQ4Hn88cej5s6dG7lgwYKSN998M3Lbtm1Ho6OjXTt27NCXlJSojh07lgNQUVEhAowcObL5zJkzS8eOHVtjsVgEt9v9m3+Uy8rKVHv37s07cOCAdujQoUnjx4+vXrNmTcDx48e1WVlZuZIk0bdv36SNGzf6DxgwwLR8+fKCyMhIt8lkEjp06JA2evTo6qioKLfValW0bdvW6rUEPPnkkw3HWLNmTWBqaqr18OHDmujoaEdISMhFFpoDBw5oW7dubbmURWXMmDFVPXv2TE1NTTX06NGjbty4cZXdunWzFhQUqGbPnt1s3759ueHh4a4ePXqkfPTRR0Fjxoyp8X539OjRVdOmTYv3ip61a9cGb9q06dilxtmiRQtHQUGB9u233y5YtmxZ4a89t4cPH9YfPHjwsE6n8yQlJbWdOXNmWVJSktNqtSquueYay9tvv108c+bM6Mceeyxm6dKlhQA1NTXiTz/9dMRutwvXXXddqw0bNhyPiYlxvf3228EzZ85stmrVqoKm7oOlS5cGHTp0SJebm5tTUlKi7Ny5c+ubbrrJBJCbm6s7cODAicTERGfHjh1Tv/rqK/8ePXqY77///sSvvvrqSJs2bewDBw68qEp6v379zH379q3xipzGn1ksFuHee+9tvmXLliPt2rWzDx06NHH+/PnhTz31VDlAWFiY6/Dhw7nPP/98+PPPPx+5cuXKU//85z+je/fuXbdq1aqCiooKsVOnTq0HDx5c99JLL4XrdDrP0aNHD+/evVvXrVu3NO9xwsPD3Q6HQygtLRWjoqJ8Lm5XyF9T9AhKUCjBZQZ3FXhs4LaD2waeRkuP85f39csHaySKLi2eJEGNRVBhlERMkgKTJGDyCJgkMLolTB4PJrenfunC6HJS57JT5bBQbbdQ67RQ57Ridtqwuu3Y3Y4rsrw0RhRElAolGqUGg96AXqlHJapwS26cbic2lw2r04rVZW2w2DSFWqGmRXALyi3lVFmr6B7XHT+1H9tObSOrPIswfRg94nvgltz8XPIz3xV8h06po39Sf4akDuGW5FsIVSrg1KewZzRU1Kez1sWCIQUsZ/Cc/pLKwi8plVSUaJpTqulIiTqYUrSUOJyUlpZTcvxbSk2fUGevu6iPCkFBpF8k0X7hRGv8uCYqhSgxmWiFnShPHdHOUqI81USJoFdYgPNr6kjylW2gzmpg36kUDhZmcKIyDY9fKn4xqSgDE3E4RU7VwE8/weHDckZ0kLN59+0L13Z207J9Kf4xhZRYCimsLeT7uiJW7C6kcIv8utJaed7x4wPj+fu1f+f2tNu5Nvo6du5Q8Pn8WnLsj/K3rq/woVvBjTlhVGlOI8ZXc1t0Z251mBgZvBeFcIZNWf25/aNJ/HBqIGdKzzffdOwIr74KXbte4Y3jw4cPH7+C0tJSpcFgOO/HJD093ZyWluYAGD58eNWOHTv8tVqtJz8/X9u5c+dUAKfTKXTs2PGiQM7U1FR7UVGR5u67744bNGhQ7dChQ+uqq6sVZWVl6rFjx9YA6PV6CX7By/kKGDx4cI0oinTs2NFWWVmpAti0aVPA9u3bA9LS0tIALBaLIi8vTztgwADTvHnzIjds2BBUP25VTk6ONioqyiyKIuPGjTtvYjx27NgWWq3WExsba1+8eHFhZWXlFc/FHn300ai1a9eGVFVVKcvLy7NatmzpPH78ePa6desM33zzTcDNN9/caunSpflGo1G87rrrjDExMS6AO++8s2rbtm3+jUVPt27drJWVlcqCggJVSUmJMjAw0J2cnOyYP39+RFPjbNGihSM6OtrRp08f8285t927d68LDQ11AyQlJdny8/M1SUlJToVCwcSJE6sA7rnnnsrbbrutIVbhrrvuqgLIysrSHDt2THfjjTemgOxmFx4e7rzUfbBjxw7D8OHDq5RKJXFxca4uXbqYdu7cqQ8MDPSkp6ebvZaxNm3aWPLz89UGg8EdGxtrT09PtwOMGjWq8p133gm/0rEdPHhQGxsba2/Xrp0dYNy4cZVvvPFGBFAOMHLkyGqAzp07W7744otggO+++y5g8+bNQa+++moUgN1uF44fP67euXOn/wMPPFAO0KVLF2tKSsp5E5XQ0FBXYWGhOioq6mLXFB9N8tcUPYZk6LP1l7fzuOvFT70QqhdGktuGxV6DyV6D0VaNyV6LyWHEZJctJUa7EZPTjMlhxuS0YLJbMTqtmFz2+laFyeXA6HJicrswuV2YPZ6r+i8scOn/2gJybEiICAEKCFJAsAjhoiinWVapaKbWEKbWohTVGD0KDtmcZNts5NtsnHHYqbGYKGsiwxmAn6gmUh1IsMafYLUBP5UWlwQWt5NKm5EzlgryKvMI0gSgVCjZWbSTKL9Iro+9HqvTys+lP/P1ya8J1YVyW+vbGJI6hL4t+qIHbMfepPSr3hyrzKHE5ZEzlnkzl7nPUIqOEjeU2cX6VNJO4Gh9A3+1P1H+UUT7R5MRmUH/Fv2IUqtlaww2oiUjUe6zhNlPI5pPgquk0fUGJBEkD4iS7K/WCEmCSnMEh4tbsfdER3KK23LGlIpfdCuS2oSRmAieUHCfgj17YO/nYDJJoK0hIK6Q5E5FDLi9EL/oQjyGQspsRWyvLeST6tO4vjlfRBrUBuID44kPjKdzs87EBcQ1vI4PjCc+IJFduwQ+nge3Z7r5W5vXufaWf7LGaeQfRfK9YahtwaMJ1zI1+Cfi/b6jqDKWZz6fxdKd91Blj6f2Au/0v/0Nnn9ezujuw4eP/y0uZ5H5o/Dz8/M4HI7z8k4KF3hGyPW/JLp37163bt26k5fbX3h4uDs7O/vwZ599FrBo0aKIlStXhixZsuRXWxwuh1arbfgJ9iZ8kiSJadOmlTz88MPnJYdYv369Ydu2bYa9e/fmGQwGT+fOnVtZrVYFgFqt9lwYz+SN6fG+joyMdJeUlKirq6sVwcHB5/0wZ2Rk2HJzc/VutxtRFJk3b17pvHnzSvV6fUNFb51OJw0fPrxu+PDhdZGRkc41a9YE9e3b94oC6gcNGlS9bNmy4NLSUtWwYcOqLjfOI0eOqPV6/RXFCymVSsntlg0QFovlvIuuVqsbzq0oipLT6WzSMtf4XvHGdEmSJCQlJVkPHDiQ13jbqqqqJosFXi5Zl0ajadwPXC6XcOFxr5ZfSg7mva+USqXkPZ4kSaxevfp4RkbGRS6Zl+uL3W4XrvR6+JD5S4qeo2dz6P1WBm5BxIOIWxBwSxIujxu3x92Qgeu8TFxuJw6PA4dbbleDRtSgFtWoFCpEhYhCUABaJFGDW3AjKlxo3Q5sLttFQfxeAtQGQnTBhGmDidAHE64NrG/+RGoCiNT6EaHxI0qtJ1ylQvLYOGMqp9BcTpHpLEXmSo4Zz/KTqYLCWiPl9mrslxA1SkCvEAgRFegFUAkSHkmizgNlbjC7HZitDk5b5VmzAKjqVZiTc2LM31VHOzVUeSDHXEapuYwoEW7UijRXa9AIZspPfszCo0t5zOWmxAU1TXRJACLUWqK1AUTpAkjXBRKlCyZaH0qUPpRojZ4oJUQpXPi768BWBtYSsO6AmjLOk4eCUrawSR5ZzF6I5MYtqaiyRpN3OpXvsq/lwKkO5J1JxUQS6e01XHMNpA2EOBGOnbCz/cBp3t2aTYWjEAILUQQVYUgrRN29EK2qCJtkpA7Y5z2/ZUpirbHEB8bTPb77eWImLiCOZv7xeKyBVFVBVRVUVkLVKXl5rEp2h9uwAUpKJDr1foMe02aR6ajigzowOGJoU3g9c1KLGdptNy63yMasgUz5ehJf5/RHUIjYLxj2nXfKmdjatGnydvDhw4ePP4Tw8HC32+0WLBaLUP/knUOHDvnl5eWpk5OTHatXrw6ZOHHi2RtuuMH80EMPxWdnZ2vatm1rNxqNipMnT6ratWtn9/Pzc9fW1iqio6MpKSlRajQaz7hx42pSUlLs99xzT/OQkBBPVFSUw+u6ZbVaBZfLJRgMBk/z5s3bnDx5Muf3Gs+AAQPqZs+eHTN58uSqwMBAz8mTJ1VqtVqqqakRAwMD3QaDwbN//37twYMH/a5mvwaDwTNixIiKSZMmxS9btuyUVquVTp06pdqwYYNh6tSpVe3atTM/+OCDzRYuXHhaqVRisVgaMu/u3LlTHxsb60xMTHS63W4OHTqkS09Pt/bs2dP86KOPxpWUlCjDw8Ndq1atCpk6dWr5hcceM2ZM1aRJkxKrq6uV27ZtO3K5cTbV96FDhyY+8MAD5b179z7PChEXF2ffs2ePX+/evS3Lly+/uAp5E3g8Ht5///3gyZMnV3/wwQehnTt3vki4tWvXzlZVVaX8+uuv/fr27Wu22+3CoUOHNJ06dbI1dR/06tXL+Pbbb4fff//9leXl5co9e/b4v/rqq0VZWVm6pvrQvn17W3FxsTonJ0fTpk0b+4oVK0Ka2s7f399dV1d3kdBq37697fTp02rvvbx06dLQHj16XFaA9u7du+7FF1+M/OCDDwoVCgW7du3SdevWzdq9e3fTsmXLQgYNGmT86aeftEePHm1wT/V4PJw9e1bVqlWrq4pd+1/nLyl6jE4b35Vk/duOZ3fbsbt/231X5zBS5zBSUPuHPLQ6DxdQ55Go85z7HyYgXFKQCYICBBGlqECnEFEKIlaXnWK3g2L3+VapUjdsMrvB7EYn1Af3i5Cmhj56kSiNnmiNP1FqFdGiRJToIhw7So8dPJUglTfqZH27GiQXuGSvCAnweEScbg11Nn+qTQHUWoKoswYgKHVo/DT06H2Y9v5ZlEoOjtfZOVprZr3ZzDs/G6lV1WJR10EqcqsnVBtEnCGSOEMMUdqOhCrjCJDi0Tmbo7S1xFETT021iqp8Wcjsr4KvK88JnJqay/RfdBCUeJKk299CHbWEvU4zuQ6BXtprScpP4IkO3xDeJpMT5c3515fP8tqGcZTWxiAI59zqvNx9N/zzn5CScpXn0IcPHz5+J3r27Fm7ZcsWf28q3/bt25seeuih2Ly8PF2XLl2MY8aMqRFFkSVLlhSMGDGihcPhEABmzZp1ul27dva77767YsCAAckRERHOhQsXFk2YMCHR4/EIAHPmzCkGWLZs2clJkyYlzJ07N0alUkmrVq3KDw4O9kiSdMnH5BkZGWnep+iDBg2qateu3S+6CN122211OTk52muvvTYVQK/Xe5YvX35y2LBhtW+99VZ4SkpKWsuWLW0ZGRlX7f61cOHC09OmTWuWkpLSRqPRSDqdzj1r1qwz9eMruP/+++MSEhLSg4KCXPXprItBdiG89957E7wWtfbt25sfe+yxcr1eLz311FOne/XqlSJJktCnT5/a0aNH11x43E6dOtnMZrMiMjLSkZCQ4LzcOJVK5UWThNzcXH1cXNxFsQKPPfZY2Z133tlixYoVoT169LiiX3KdTufJycnRtWnTJspgMLjXrFlz4sJttFqttGLFivwHHngg3mg0im63W5gyZUpZp06dbE3dB2PGjKn5/vvv/Vu3bt1GEATp6aefLo6Pj3dlZTU9R9Tr9dJrr712auDAgUkhISGuLl26mHJzcy8SSKNGjaqaMmVK4uLFiyNXr16d3/j7ixcvLrjjjjtaehMZzJw58+zlxv3888+fmTx5cnxqamqaJElCbGys/dtvvz0+c+bM8hEjRjRPSUlJa9OmjSU9Pb3hvtq5c6e+Q4cO5v9UJrv/Vv6SdXpC4gRp4HTZOqEAXBI4JbBJYKlvZo+8tF6wvFQkiwhoBAGNQkQjimgUStSiSrbwiFrUSi1KpRaV0g+lqEEQRDyShAcPHklO7eiR5HWnR46fsbtksWR32RssTA63A+fvEmskC5nGplFJkpoUNt7tLlx6P/N+R75XJCRJQiMqidPoSFMLJAtGohQu2cVMpSRapSEKMwYFCGFdoMUkiO4NtrNgOgGm/PplfbMUc561RtSBLg5UAXIiA5cJnDXgNF1kvZEASaHF4QmixhbG6aoY8oujKKs24BTtmLVVuIOqsBtqMWmMVCjMnHFbKLLbOON0YL/gfOgEiFdCvEpexinPvY6rf61r0oh+PnanGrtLg9OtxenR4kKLTVJRKomckaAUiTLJRZnkpMRtp8Rlo8RpocxhaejRjXoFwyPa065U5Pq4n3C4VKw/OISNRybx3sY+eDwXd0QQ4J574PHHuai+jw8fPv66/Fnr9OzatUs3f/78qM8///xk45onf/RxP/nkk8D8/HzNE088cZF1w8fvQ1VVlWLUqFGJGzduvEic/Br0en0Hi8Wy//fY11+d8ePHxw0ZMqTm1ltv/cPqAv238j9Tp8eLU6FltxBMua2WGoelyW1UgoJwtYYIrYpkpUi4CBEiRCjcRCjchCvcRAguIkQX4SL4CSAIErIscgFNW3asHihyQZFTXha6FBS5hPp1KHJ6MHnOn2gLgE6hRCEIKJHw1LvjXQp/lZ5gbSBBmkC0Kh0eCSwuGzW2Gs5azjYkOJDqBUqMIYbEoES5BSY2rMcHJBKuCMVjrMFZV4rTVIbbXAbWMhSOMkRnKSp3GRqpDJ1QhkbROK7Ujc2t4rQ5A5sUTKDqNNG6LETBhdEVTo37Gqrww7/8DAEV01AL58ek2oRoLIoW2JXdQadCLdWgkcpQuUtQuSsQTEfPSyQgoUBSBmJXtaLMnsbPxV1YdbAtm7OVVHtKILAQggrxiy5CDD2IvXkhdqFR7KgDsCkQTDFItWlQGw+18SiM8Xhq4qBGfm21hnBM8FCosqNV2dCqbISH2AgPtRMZaiMsxEZYsI2QQDvBgTaCDDYCDTY0WhNmVRk1lFPhOUu5sorTlhqKnbUUWY0U28opd1x8zwSKCmJVIrFKBR31ErEBKmJFD90NscQ6q/BT/cwRMYVnNszn+5KxbPougqZuDYUCJk6EJ56AuLhL3jo+fPjw8W+lW7du1p9++qnOW6Pm38Vdd931h9bc8QEhISGe30vw+Lg62rZta/UJnqvnL2npCUjQSDfPbkOELphwXSgRfmFE+EUS7hdFhCGGCP9YAv2iEFT+IOpB8QvFtTxOcFtxOeooqT1FYc0JiqqPU1RzgsLaQopMZRSZqyi01lHhvHhiqwfUCtkq4ZDALskx9U2hAgIECBQhUAH+ChAFsHig3A2nXXJcTWOiRUhUQbxSJFZU00zU0EzQEqPQEIUaNQokSUKQXIgKJyqFA7XShl5tQa1s2qpktPpRaw2k1hJAnSWQOmsAdTYDVmcANrc/kQHltI45SPOwfFSiC0k6P3O31aHlRHmL+tacs3XhiKKLuJBimkecoGXECSIDy9Gpbecd1+1RUG0KJKuyGbtK49lVGs9PlZFUiVZZ2AQWQmARGE6D4oKzaA2G2rgGQUNdo/XaODDGoECFSiWnj/bzA61Wbjqd3Pz8QK8Hf38wGOTXotaCVXkas7IYk6IYo1CISThFnXSKWk8xle4z1HlqLjqHgaKOaJUfMWodzVRq4tRKYhTQTOGhmcJBnMJGiMKMWnFRkiJsDg2r9tzBqp8nccbVg59/FpoUO0olTJokx+xERzd5KX348PE/wJ/V0uPDhw8f/07+5yw9SaKDper9qNwgmIFf8q5VaJBEPRWCjkK3miK3QrbMOD0UOVwU2e2cspk5Y7dc5BymEkQ0ohoQcF5CyViQRUvD4SQlfpI/fpIOraRCDSA4MQsmKgQzlXiobPRQLKpe1FynlZeJKkisd7uKVSjQKhT19WM8CIIVhdC0a/LV6FuDzoxBZyY25BeKDGvCIagdQlhXJL9E3GjwOM2INTmkRB6glelnFM5NKBo5Dto8cMoJX1sNHK6I5JAxiOxaf05YFZjUZ5ECCkGdDWHZEFb/JZe6QcQIp3qjssSjtsQjmuX3XJVxWGsNDXEtCgUEBMiFPoNDIKSFkwCdEbXCiEowolHI66LyLA5tIXbNaWyaUszqs1SrKjmlqqFGNFGpsFAn1AvDRtckRCG7uqWpIFYHsfXub7H1rZkS/BVWLHYw2hQYrWqMdTqMNgNGq4F8m4ED9evGxkubgTprALvzu6INCKG4USk7heJc3I5KJYud2bPlAqc+fPjw4cOHDx8+Ls1fSvQIgjAIGEQ0aOo9hpUKJSpBDr4XEFDUx6h4Y2zckgeX5MJFNRLVF+3TGzVxyZyAkhun24okyR5UjdEhW2q0giw4rECtB1yCC7NQg5kaAEIEiFNBa6UsZpqroIUaWqqghRL0lzVEeS7XuwvOj3dQ6vqaQjrZ0iXqQVnfRD0o/eR1hU7eRinH8HlcDkwmB5Y6K7XWMCpscfiZsgiuOkBI0Zv4qSpRIHHWLbvyFTplcXPcquGo1Y8TdiVlOLCpvRZZo9wUp0AZBVIcwtk2+JUMIFwVS0p4OB0TQuiaEkDzIDV1lWZKi42UFBopLTJiU1ZjiCgkQLeJ+BgjcVFGokKNBBuM6FVGzPZaim21FFnNFDucFLug2CW7HXrXq5s4dWGiQIxSSStRS7gQQigGAlxB6O2hqEwRSDVR1FSGUGWSxUqZzcDxRqLFbDcgqA0otf7o/ZT4+8vWJLVaFiuKRqE4bjeYzVBXJzezGYxGMJloSOKg1YLDIQselUp2Y3vmGQhpMqeMDx8+fPjw4cOHjwv5S7q3aaJ0UsjYCGyiGZtowSHa8VzoCiU1yjrWRH4XBXLyAkX9NhLn5MW/84x500WrALVQv37RawUqhQK1QqxfF1ELIiqFUL+tgFoBKqT65kGNBxUeVLhQ40GJBzUSKqHRfuuPrRZkdaxu9Fmd55ywKawXEgUOgdNu6aJkECq3lkBnMAHOQIIcesIlHdGCijiVghSDRGqAiwh/MwatEa3SiAojyl8wz9W5ZdFS6BIocmsollQUuxScdkGx00Wxw06t+2If8kACCPSEondEIpqj8dTEYSlNpLq4BdaKZJzVzcF1fqIWPz/ZYhQQIK/rdOcEjCDIze0GlwtsNrBYZAFTWysvnb8yL0VIiCyAnE7Zje2ee+CFF+S++PDhw0djfO5tPnz48PE/6N7mUNgo8ytsUpyIQIQoEqvWEK3SEqXRoRPVeBQiZgkqXQ4KbGaOW+owu8/NVkVBQCUocHo8uC/Yc6ioIF6lIE5000wpESPKqZoj6pMjKAVwqIJxKgNwKg04RX8cohanoMGpUOFEiUMScCLg9LhxuCw4XWacTitOtw2H24bTZcdZn9nN4XHh9LjlbT1unJJHbh4XDglsyNnqnJIcQ+Sk0foFr92/8VyLQDNRIE4l0U0vXZTxLF4JgQobglACyIVCzTZ9g1XEaDVgrDaQVRKN0ZpCnc2fsw41Z1wSpTipwE6VaKZWZcSsrsGqrcTuV4ak9ooiCXnENjBFyrE7dbGNWqPXxhhqXVpqOSdWvM2LErl+qcdzzh3QbJbbmSY8/QRBFiQKxbn9eDyyALowhfTl8PeXxUxQkCym8vLkFNdesbNwoRxj5MOHDx8+fPjw4ePq+UuKHoPGn+HtbqVZQBwxAXE0C4wnWBuMxWmhxFjCgdL9HCjZy89VxyipKMF9iSKeXoIV0EIl0VzlJlHZKK5GoyVBo8VfpZGLYgoiIMmzZckNHoecYtltAalabk4uzkTQFIIC1PVuZko/EEPOuZ01dkET/XBIemrNflTX6ams0VNW6UdphZ7iUj9OFes5ddqPqjo9FrsewalBjZyJzk9jQ6MyodfVodfWotXX4aczEhZmJDLSSGiYicBAM35+JtQaM0qVBUFhwem2onQq0dvCcFWGU1wSSHGZLGBqbQYsOgM1sQaqEg3UphhIam0gJMKAS/CnxOhi8+4zfHusmOzCYorrijGLRRBQDAH5EFkM6gsC+yUBTFGycClpf56oEYxxKEyyoBE8atzuK49dUqnkplTKS1GUm0Ih78PtPidgXC7Z4uJ0yuveY0jSr7fkNMZkktvp0/JrUYQxY2DRIlkQ+fDhw8d/IyaTSejdu3fKDz/8cESp/GtNOYYNG5Y4cODA2vHjxzf4xhcUFKjuu+++uE2bNv3hWc1ef/310FdeeSVKkmSX/VGjRlXMmTOnDGD27NmRH374YZhKpZIEQaBHjx51b7zxxmmNRiMtXLgwdNGiRZEAkiQJs2bNOj169Oiab775xm/69OlxDodD4XA4hCFDhlS/9NJLlwzsffXVV0P37t3rt3Tp0j+swOCRI0fUAwcOTD527NjvVmS2c+fOrRYsWFDUs2fP89L7Ll++PDAnJ0f33HPPlc6YMSNm2bJlYSEhIS632y3Mnj27eNSoUf/RjICNU7437utHH30UlJaWZuvYsaMNYNq0aTE33HCD0Vsb64/gzJkzyjvvvLP5jh07jv1Rx/gj+Gv9B6rHzwb27B/4TrGBIslMuceF+TIzYT9BDj5PUUGK+lyigEQVJKjA0FRdFlFbL0b0DeLjnEDRX1KgnL9NE9t7XyvUIAg4HFBYCCdOwMmTUFAARUVQXCxbHkpK6uM/LsA7cb9w2KIoZyfT68GhAUkFTgHqHOCxyRN6+1HZTcvb3JcxB7VoAWlp0CxWQhtcBZpiiqxF7DYVc/bYXqrzijFvKMKpL0byLwZ1/f8YLZACeBRgipZFzNk2cLz/xZYaYzR4VA3j8vOTXc2CgyEw9lzCgoCAX15XKmWXsYoKWWAUF8vt1Cn5/J45I7ulXYggNC2m1Go55sbr6uZwgNV6aSGkUkFoqNxCQuQxBAXJzdvXoCAYPlxe9+HDh4//Zl577bWwwYMHV/9ZBI/T6eSPLOiYmJjo/KMFj9Pp5LPPPgtYtGhRxFdffXU0MTHRabFYhDfffDMU4IUXXgj/5ptvAn766ae8sLAwt81mE+bMmRNpNpuF4uJi5Ysvvhh94MCB3NDQUHdtba2ipKRECTBhwoTmn3zySf71119vdblcHDx4UPtHjqPxeP4MRTbrRU3DDOC+++4rmzNnTtnPP/+s7dOnT6sRI0YcFMVzQdb/yX437uvnn38e5HK5ar2iZ+HChb+Qgeq34XQ6iYmJcUVGRjq3bNnid9NNN111Md7/FH+O/0K/M6WCiWUeU0N8vxqIUkCMKNJc0NBS8iPcGYS/LQyVKRqrMZpqSzhWTxgo/SnT6KnU+nFIp0ft54fWT4/GT49K54dap0et06PVKdBo5EmvJNULBMs5oWC1ni8cmmpWqzzBrq2VJ+IWi/ye3X7OovCLCB4QXaCob4IbFC48ikbvKVyodS40Whcanbyu1rpQqV0oVC4USheC6EIUXYiSG9HjQuV2ofO4cLrl5vKca27JhUdbheRfzImAYk4E1FtqVPXpp3X1zSOCMabeQpMBdbegMMWhtcdikGIJ18QSrosmPFRJRASExcoT/0uJFm9MTWN3tMaYTOcEYXGxvP7DD7JoLCiQRY6xiecelxI0giCLrMtZj9RqWbyEh/9yCwuTXdQu1X8fPnz4+Kvx6aefhq5YseIEyE+qZ8+eHRMcHOw6ceKEtkuXLsaPPvqo8NVXXw3Lzs7Wvfvuu0UAL774Ylhubq72pZdeOjN48OAWJSUlao/HIzzyyCNnJk2aVN2sWbP0wYMHV+3cuTMA4JNPPjnRtm1b+8cffxz4/PPPRzudTkVwcLBr5cqVJ+Li4lwzZsyIKSkpURUWFqpDQkJcs2bNKhk/fnxzp9MpeDweMjMz89PT0+2LFi0KefPNNyOdTqdwzTXXmJcuXXrqasVaY8vEq6++Grp+/fogq9WqKCws1AwYMKBm8eLFxQBr1qwJmDNnTozD4RASEhLsK1asKAgMDPTMnDkzetOmTUF2u13RqVMn0/Lly08pFAo6d+7cqnPnzqbdu3f733zzzTUbNmwIev7554sTExOdAHq9XnrooYcqAF566aXo7777Li8sLMwNoNVqpeeee64U4PDhw1o/Pz9PYGCgGyAwMNATGBjoAKiqqlLGx8c7AZRKJd5JdFlZmThq1KjEwsJCjU6n87z11lununTp0pAmtrKyUmzXrl1aYWHhIVEUMRqNiuTk5LanTp06dPz4cfV9990XX1VVpdRqtZ533nnnVIcOHWzDhg1LDA4Odh06dEjfrl07y9tvv90oV+mlz+3IkSObW61WBcArr7xS2K9fPzPAE088Efnpp5+GCoJAnz59ahctWnT6+++/102ZMiXBarUqEhIS7B9//HFBeHi4G+CDDz4IffDBB+NNJpP41ltvnezdu7flUpara665xiaKIqWlpcqhQ4e2bHwd+vbta5wxY0acxWJRBAcHu5YvX16QkJDgzM7O1kyePDmhsrJSKYqitGrVqhOtW7e2T5kyJXbr1q2BgiBIDz/8cMmkSZOq169fb5gzZ05MSEiI88iRI7r09HTL559/flKhULB69eqAhx9+OC4kJMSVnp7eYJny9nXMmDGVX3/9ddCPP/5omDdvXnRmZmb+U089Fe21QK5du9bw2GOPxbndbjIyMixLly49pdPppGbNmqUPHz68cvPmzYEul0tYuXLliQ4dOtjq6uoUEyZMiM/NzdW53W7h8ccfPzN69OiaV199NXTjxo2BdrtdYbFYFD/++OPRIUOG1CxdujTUJ3r+wxhEA7caJhEodUJ0JiM5/DBbXdSZXJjMLnZZXFhsLqw2F1a7C7vThcPlwlE/uXd73LilKiShHEk4XzxcUasXHuc1URYWDa81LiStC0Iv/H4T372gefcjCS4QrsyXy1Hffjdbp0eJaIlBaY5DUdMR98lbcVTENsTURPvH0ik1kus6K+kxFDp3lmvj/BokSU4IcOrUOTHTWNh4LTTmJv7sLiVoLty/F39/2QoTFSW3XxIxOt2l9+vDhw8ffxp+vCeOmmz977rPoLYWrnuv6FIf22w2oaioSNOqVauG5KaHDh3y279/f3ZKSoqjZ8+eyUuXLg2eMGFCVZs2bdLsdnuxRqORli1bFrZkyZJTa9asCYiKinJ+9913x0GeXHv3ExAQ4D506FDu66+/HvqPf/wj7ttvvz3er18/04gRI/IUCgUvvfRS2Jw5c6K8k+msrCz97t278/z9/aW77747burUqWVTpkypstlsgsvl4ueff9auXr06ZO/evXkajUYaPXp0/OLFi0Pvv//+yt9yig4fPqw/ePDgYZ1O50lKSmo7c+bMMj8/P+m5556L3r59+9GAgADP448/HjV37tzIBQsWlDz88MPlCxYsKAEYMmRI8xUrVgSOHDmyFqCmpkb86aefjgAsXLgwulu3bhdVX6+urlZYLBZFamrqhQllAbjuuussYWFhzri4uPRu3boZb7vttmrv/idPnlzWunXrtl26dDHedNNNtX//+98r9Xq99Mgjj8RkZGRYvv766/wvvvjCcPfddzfPy8s77N1naGioOzU11fLll18aBg0aZFyxYkVgr169ajUajTRx4sSEt95661R6erp969atflOmTIn/8ccfjwLk5+drd+3adfRKhWVMTIxrx44dR/V6vXTo0CHNXXfd1SI7Ozv3008/DdiwYUPwvn378gwGg6esrEwEGDduXPOXX3658JZbbjFNmzYt5tFHH4157z35frVYLIr9+/fnbdy40X/y5MnNL+c+t3XrVj+FQiFFR0e7Gl8Hu90uXHfdda02bNhwPCYmxvX2228Hz5w5s9mqVasKRo4c2XzmzJmlY8eOrbFYLILb7RaWLl0adOjQIV1ubm5OSUmJsnPnzq1vuukmE0Bubq7uwIEDJxITE50dO3ZM/eqrr/x79Ohhvv/++xO/+uqrI23atLEPHDiwxYV969evn7lv3741F7pZ1o9RuPfee5tv2bLlSLt27exDhw5NnD9/fvhTTz1VDhAWFuY6fPhw7vPPPx/+/PPPR65cufLUP//5z+jevXvXrVq1qqCiokLs1KlT68GDB9cB/Pzzz/5ZWVk5kZGRboBu3bqZ58yZE3NFF+9Pwl9S9BjdRpYZXzr/TU19C/19jyVIIniUcvS7W4nkUYJbKb93QZOaeA+3Ws4WVv9akJQoUCKgRFG/jkeJ5FbicSlxOeT1c/sQmzzWLzWlQolOK6LXKtFplPjp5KbXyk2jUqJVy9t5XEocNiXGWrnV1ojk5+mxmkXcyJP/Ll2gy83y8tprZbetK0GSoLr6YhGTn39O5FRWym5jvwaNRhYyISEQEQExMZCQAHFx8uvGIiY0VHY/8+HDhw8fv53S0lKlwWA4z2chPT3dnJaW5gAYPnx41Y4dO/zHjx9f3a1bN+PKlSsD09PTbU6nU+jcubNVq9V6Hn/88bgpU6Y0u/XWW2v79+/f4Mx99913VwFMmjSp6oknnogDOHnypHrIkCGxZ8+eVTkcDkVcXFxDtfD+/fvX+Pv7SwDXX3+9ecGCBdHFxcXqESNGVKenp9s3bdpkyM7O1mdkZLQGsNlsioiIiCvxt7gs3bt3rwsNDXUDJCUl2fLz8zVVVVVifn6+tnPnzqkATqdT6Nixowlg48aNhpdeeinKZrMpampqlGlpaVbq3Zjuuuuuql86niRJCI3cCTIzMwMef/zxWKPRKH7wwQcn+vXrZ96+ffuxbdu26bds2RLw2GOPxe3du9fvpZdeOrNgwYKS8ePHV61fvz7g008/DV21alXonj17juzZs8eQmZl5HGDw4MHGyZMnKxsLUIA77rij+pNPPgkeNGiQ8dNPPw2ZOnXq2draWsX+/fv977jjjpbe7RwOR0Pnbrvttqtye3Q4HMKECRMSDh8+rFMoFJw6dUoD8NVXXwWMHj26wmAweAAiIyPdlZWVotFoFG+55RYTwKRJkyrvuOOOBtEwcuTIKoABAwaYTCaToqKi4qLiIIsXL4789NNPQ/38/NxLly49oaivN+G9DllZWZpjx47pbrzxxhQAj8dDeHi4s7q6WlFWVqYeO3ZsDchWOEDasWOHYfjw4VVKpZK4uDhXly5dTDt37tQHBgZ60tPTzS1btnQCtGnTxpKfn682GAzu2NhYe3p6uh1g1KhRle+8884VV+Y7ePCgNjY21t6uXTs7wLhx4yrfeOONCKC8/hxUA3Tu3NnyxRdfBAN89913AZs3bw569dVXowDsdrtw/PhxNUCPHj3qvIIHZBFaXl6uvtL+/Bn4S4qeGL94pvd4Cp1antBrNUo0SnkCf7kmKkSUCiVOu5KzZUrKS5WcKVZy6qSS00XyeukZ+X27VRYcUqN810rlOcvC1QTUN0YCPFdgnbgQpVJuWq3cNJpzzZtdDOR+2Wyym1dNMZT9glFSEM7FmXjjTlo0gz7d64VOF2jevGmXLUmSY2cOH4bcXDh+XHYzO3MGSkvl7GRG49VlOQNZmHjTSIeFQXQ0xMfL/WjVCpKSZEETHHx+TRwfPnz4+J/lMhaZPwo/Pz+Pw+E477+wcMGPhff15MmTK5599tmolJQU2+jRoysA2rVrZ//5558PZ2ZmBj7++OPNvv766zqvFUTR6J+7IMguD/fff3/8gw8+WDpq1Khar8tQ47541++7776qHj16mD/77LPAAQMGpCxatKhAkiThjjvuqHzjjTdO/57nQK1WN/yai6IoOZ1OQZIkunfvXrdu3bqTjbe1WCzCQw89lLB79+7DSUlJzhkzZsTYbLaGgXon9QBJSUnWXbt26QcPHnyeA0dISIhHp9N58vLy1KmpqY5hw4bVDRs27HDv3r2T7Ha7AuRz17t3b0vv3r0tAwYMqJs4cWKiN2FBmzZt7G3atDk7Y8aMs6Ghoe1LS0vFpkqbeM+5l7vuuqtmzpw5zcrKysTs7Gz9oEGD6urq6hQGg8HV2CrUGH9//6v69X/22WcjIyIinJmZmSc9Hg86na4jXCz0roRL3YeN8cb0XPi+9zpIkiQkJSVZDxw4kNf486qqqiZnHpcrEaPRaBrfJ7hcLuFS/bpSfqkkjVarlQCUSqXkPZ4kSaxevfp4RkaGvfG2O3fu9NPr9eddL4vFImg0mqucwf1n+UuKnujAcO7vOqGh4GNdHdRVycuzVXKMx+nTchKAs2flyXdtreweZbVePnD/crjd8oTcKza8tVy8YsjlkvfvTYF8KbRaeVKv1crfhXNZxJxO2erhcMixP17B4M0wZrNdWV+9AikiQo4z8SYGCA2VrR5RUbKYiI6W3wsKkpMfaLVyH6qq4NgxWLVKTrJQVARlZbJVxnsurzarmSDI4w4JkY8fEyMLmeRkSE2VW2SkT8j48OHDx38D4eHhbrfbLVgsFqH+aTeHDh3yy8vLUycnJztWr14dMnHixLMAN954o/n+++9X5+Tk+B06dCgH5ExoERERrqlTp1YZDAbPhx9+2OCrsXTp0pDnnnuu9N133w3u0KGDGfh/9u48rImjfwD4d5MASSAgAeSGKOQmHIJRBBREfaH1RpTD+8bXWlQ8qr62xdZqFWvRWq31+CEqeFtpxeOtt62KIlcIlyKIgEI4AoGQY39/4PJGBNRWvDqf5+Ep2Z3dmZ0Mdme/szMgl8vJxDspe/fu7XRch0Qi0efz+UqhUPj43r17Bnfv3qV9/PHH9WPHjnVesWJFpa2trbqyspJcV1dH5nA4LWPGjGEtWLDgcUBAwHPDyf4Kf3//xsWLFztkZ2cbuLi4KOVyOen+/ft6NjY2agAAKysrdV1dHenUqVOmI0aMeH7VdABYunRpxYoVK+zc3d0LHBwc1E1NTVhcXJzFqlWrHkdHR5fPmjXL8fjx4/fMzc01Wq0WiA5PcXGx3sOHD/V8fX0VAABpaWl0W1vbFgCApKQkk/Hjx9eRSCTIysqikslk3NzcXNO/f3/5nj17zDZs2FCekpLCMDU1VTOZzGdudk1MTLRubm6Nc+bMcQgMDKyjUCjAZDK1dnZ2Lbt37zadPn16jVarhRs3btC8vb2b2l/PhQsX6PHx8T2PHz9e3Fm91dXVke3s7FrIZDJs3brVTPP0Zi0oKKj+66+/tpk1a5aMGN5maWmpMTY21qSmphoFBQU17Nq1y8zb27stUkhEpc6cOWPEYDA0RDTuVbi6ujbLZDLK+fPnDYcMGdKoVCqxrKwsAy8vr2YrK6uWffv29Zg0aVJtU1MTplarsUGDBsl37txpMX/+/OrHjx9Tbt68aRQfH1+amZnZ4UB5d3f35ocPH+rn5OQYCIVCZVJSUodLkhsZGWnq6+ufuzNyd3dvLisr0yfaWUJCgpmfn1+XbzkEBATUx8XFWe7du7eERCLBtWvXaD4+Ps99XwAA2dnZVA6H0+G+d9UH2em5ffvV3rXAsP9NVUxERTq6YSeiKPr6rek0mtaOh1z+v8gO0SEhZlQjkVo7QHp6/7tZJ5Nbz6NUdhzRaWpq/QFovQ7dKIvu7yYmrR0WojOiG9kBaO0A1dW1dlBqalp/iAUzGxpaOybEQpqPH7eWW6V69cjLy+rRA8DWtjUq4+TU2qGxs2sdamZv39rReUcm+EEQBEFeg4EDB9adPXvWiJg+193dvWHx4sV2UqmU1q9fP/mkSZNqibSjR4+uyczMpBMvm9++fZv22Wef2ZFIJKBQKPi2bdseEGmVSiXm6urK02q1GDFRwsqVKx+Fh4c7WVpatnh5eTWWlJR0+Cbpvn37mIcPHzajUCi4hYWF6ptvvnlkaWmpWbVqVVlgYCBHq9WCnp4eHh8fX8LhcFpyc3Pp9vb2HT7GW7hwoePy5cvtAQCsra1bkpOTXzhzm42NjXrHjh3FYWFhvYnhXp9//nmZq6trXWRk5BOBQCC0s7NrcXNz6/Tx6IQJE+oqKioogYGBXCLSERkZWQUAsHTp0icKhYLk5eXF19fX1xoaGmrFYnGDt7e3orq6mhwTE2NXWVmpZ2BggDOZTNXOnTtLAAASExPNli9fbk+lUrUUCgX/+eef71MoFFi/fv2jiIgIFofDEdBoNO3evXvvd1Sm8ePH10yfPr13SkpKHrHt4MGD92bNmuW4fv16a7VajY0ZM0bWUaenuLjYgEajPXdHpFKpMH19fS0AQHR09OOQkBCnEydOmPr6+sppNJoWAGDcuHH1d+7cobu7u/P19PTwIUOG1G3durVsz54996OiohwXLFhAcnBwUB48eLCYOK+pqanGw8ODR0xk8KLvrCNUKhVPSkoqWrBggYNcLidrNBosKiqq0svLqzkxMfH+rFmzHNesWWOjp6eHHz58uGjSpEm1169fN+Lz+UIMw/Avv/zyoYODgzozM7PD89PpdHzLli0Phg8f7sxkMtX9+vVryM3Nfe7uNjIyUhYVFcXavn275ZEjR4p0j9++fXtxaGioEzGRQUxMzJOurmndunWPZs+e7cDj8QQ4jmN2dnbKCxcuFHaU9ty5c4ygoKC3Oo33q8JeFP56H2GYFw6QBgD/63RQKK0dDK229ea+o5nRiChiV1VCLGb5sh0DYg2Y9uvAEItZ6kYuiSmmiXISw+SIH632f/8lfv6ul7nml2Fm9r93Zdr/2Nm1Rm3036uRnwiCIO8PDMNu4zjupbstIyOj2M3NreptlQkA4Nq1a7QNGzZYnThx4r7uOiMdpQ0ICHCOjo6uHDVqVJdPo21tbUVpaWm5xIvl3Ukmk5EiIyNZp0+f7vZ1d/7J5syZYzd9+vRq3VnhAAASExN7HDhwgPnbb7+h+n/HeHl5cU+fPl1IPKR4V2RkZJi7ubmxOtr3wT9X12r/FzV5kZe58e9o7ZuuEMPOXqYMxBTJRMdI979Ep4lC+d9/dX90F9nU/SGiTMTvRJSKiGjpdsJe5XcTk/91amxtWyNNCIIgCKLLx8en6datW/XqLtZgIGaJ4vP5ihd1eN40JpOpRR2e7rdjx47npqyOjo62OX36dI/du3f/pUgM0n0ePXpE+fTTTyvftQ7Pi3zwkZ6/i0Z79sfQsPW/xAKfdPr/Pv+d/xoYoPVbEARBkL/mXY30IAiCvEn/uEiPiQnAiBGtUxX/nc4I6oggCIIgCIIgyPvvg+z0ODsD7Nv3tkuBIAiCIAiCIMi74J2f/BfDsN4Yhu3CMOzI2y4LgiAIgiAIgiDvn27t9GAYthvDsMcYhmW32x6EYVgehmGFGIYt7+ocOI7fw3F8RneWE0EQBEEQBEGQD1d3R3r2AkCQ7gYMw8gA8AMABAOAAADCMQwTYBgmwjAspd1Pz24uH4IgCIIg3aShoQHr27cvt6vZ295XISEhrD179pjqbisuLtYLCgrq/Sby37p1qxmbzRY6OzsLnZychKtXr7Yk9n3xxReWvXr1EnI4HAGXyxXMnDnTTqlUYgAAmzdvNuNwOAIOhyNgs9nCxMTEHgAA//3vfw1dXV15PB5P0Lt3b+GiRYtsuso/Pj7ebPLkyQ7depEfELFYzL18+TIdAGDQoEHOVVVV5KqqKvK6dessiDRvov2kpKQwAgICnAEADh48aLJw4cIuv+cPSbd2enAcvwwAsnabxQBQ+DSC0wIASQAwCsfxLBzHh7f7edyd5UMQBEEQpPts2bLFfOTIkTWUd2TlaVVHK4+/RiwWS5WamtqtU1yrVCo4dOiQ8bZt23qeO3cuv7CwMCcrK0tiYmKiAQD49ttvLf773/8a37p1S5qfny/JyMjI7dmzp7qxsRErKirSi4uLs/7jjz/y8vPzJWlpableXl4KAIAZM2b02rFjxwOpVCrJz8/PiYyMbH//1m3X86a97U74pUuXCs3NzTXV1dXkXbt2tT3gfxPtR9eECRPqUlNTe8jl8nf+dZfX4W38K2QLAKU6nx8CQL/OEmMYZgYAXwOAB4Zhn+E4/k0n6WYDwOynH5Xth9R1IxMA+Ksr0r7KsS+Ttqs0ne3raPvLbDMHgDc1FerfqeNXPf5FaV9XHXe0HdXxy6X5O225ozRvqp7/KXXc0bb3pS2/6rFv6t+Ll9nG7aIcb82hQ4fMkpKS7gG0PmH+4osvbExNTdX37t2j9uvXT75v376S+Ph48+zsbNquXbtKAQDi4uLMc3NzqZs2bXo0cuTI3uXl5fparRZbunTpo1mzZtXY2tqKRo4cKbt69aoxAMDBgwfvubi4KA8cOGCybt06a5VKRTI1NVUnJyffs7e3Vy9atMimvLxcr6SkRJ/JZKo///zz8mnTpvVSqVSYVquFo0ePFolEIuW2bduYP/74o6VKpcL69OnTmJCQ8OBVO2t5eXn6w4cPZxcUFOTEx8ebpaSk9GhqaiKVlJQYBAcH127fvv0hAMCxY8eMY2NjbVpaWjBHR0dlUlJSsYmJiTYmJsY6NTW1h1KpJHl5eTXs37//AYlEArFYzBWLxQ03btww+uijj2p//fXXHuvWrXvIYrFUAAB0Oh1fvHhxFQDApk2brC9evCg1NzfXAABQqVR87dq1FQAAEomEamhoqCU6SCYmJloTE5MWAACZTEZxcHBQAQBQKBTw9PRsBgCorKwkR0ZGskpKSgxoNJr2p59+eqC7iGh1dTXZ1dVVUFJSkkUmk0Eul5PYbLbLgwcPsgoLC/Xnzp3rIJPJKFQqVfvzzz8/8PDwaA4JCWGZmpqqs7Ky6K6uroqdO3c+t04P0WZ0F7SdPHmyg5eXV+OCBQuqbW1tRePHj68+c+aMiVqtxpKTk+95eHg0L1q0yObevXsGFRUVeuXl5foLFiyoWLx4cVVKSgpjzZo11j179lRJJBJ6Xl5ezr///W+7a9euMVpaWrBZs2Y9XrJkSRUAwKpVqywPHTpkhmEYBAYG1m3btq3s+vXrtKioKMempiaSo6Oj8sCBA8UWFhYasVjM9fT0bLh69aqxXC4nb9++vTgoKKihoaEBCwsL65Wfn09ls9nNzc3NbfMBEwvsLl682K60tNSAx+MJBg0aVL9o0aLHRPtRKBTY5MmTHTMzM+lkMhm+/fbb0hEjRsj/Srs6cuSI8ZIlS+yZTKZaJBIpiHKQSCQYMGCAPDk52WTmzJk1r9TY30Nvo9PT0STQnS4WhON4NQDMfdFJcRz/CQB+AgDAMCyt/XoF3QXDsJ9wHJ/94pR/79iXSdtVms72dbT9Zba9L3X8qse/KO3rquOOtqM6frk0f6ctd5LmjdTzP6WOO9r2vrTlVz32Tf178bJ13GVh/5xuD7XZ9C7TvKoeLgrov7u0s93Nzc1YaWmpAZfLbSG2ZWVlGaanp2dzOJyWgQMHshMSEkxnzJghEwqFAqVS+dDAwABPTEw037Fjx4Njx44ZW1lZqS5evFgI0HpzTZzH2NhYk5WVlbt161azTz75xP7ChQuFQ4cObQgLC5OSSCTYtGmTeWxsrBVxM52ZmUm/ceOG1MjICJ8yZYr9vHnzKqOiomTNzc2YWq2GO3fuUI8cOcJMS0uTGhgY4BMnTnTYvn272fz586v/ThVJJBJ6RkaGhEajaZ2dnV1iYmIqDQ0N8bVr11pfvnw539jYWLty5UqrNWvWWG7cuLF8yZIljzdu3FgOADB69OheSUlJJhEREXUAALW1teRbt27lAQBs3rzZ2sfHR9E+v5qaGpJCoSDxeLyW9vsAAPr3768wNzdX2dvbi3x8fORjx46tIc4/e/bsSj6f79KvXz/5sGHD6v79739X0+l0fOnSpTZubm6K8+fPF/3yyy+MKVOm9JJKpRLinGZmZhoej6f47bffGCNGjJAnJSWZDBo0qM7AwACfOXOm408//fRAJBIpf//9d8OoqCiHP//8Mx8AoKioiHrt2rX8vxMFNDc3V0skktx169ZZrFu3zjI5OfkBAEBubi7t9u3buXK5nOzh4SEICQmpAwDIzMw0TE9Pz+HxeC0bN240NzEx0WRnZ+c2NTVhffv25Y0YMaI+MzOT+uuvv5revn1bymAwtJWVlWQAgKlTp/b67rvvSj7++OOG6Ohom2XLltns3t3a/tVqNZaVlZWbnJxsEhsbaxMUFJS/cePGnjQaTZufny+5ceMGzcfHR9C+/HFxcQ+HDx9OI+ozLy9Pn9i3fv36ngAA+fn5kvT0dOpHH33ELioqygZ4tXYVGxtbMX/+fNa5c+fyhEKhcvjw4c8Mn/Py8mq8cuWK0T+h0/M2wlkPAcBe57MdADx6C+V4XU69oWNfJm1XaTrb19H2l932pvzdvF9nPb+uOu5oO6rjl0vzd9oyquOXS/NP/ffiVY99U/9evGt1/FIqKiooDAbjmXFEIpGoUSAQtFAoFBg/frzsypUrRsbGxlofHx95cnKySXp6OlWlUmFisbipT58+TVeuXDGOioqyTU1NNTIzM2tb/X3KlCkyAIBZs2bJ0tPTjQAA7t+/r+/n58fmcDiC+Ph4K6lUSiPSBwUF1RoZGeEAAN7e3o1xcXHWK1eutCooKNA3MjLCU1NTGdnZ2XQ3Nzc+j8cTXL161fjevXsGf7cOfH19683MzDR0Oh13dnZuLioqMrh48aJhUVERVSwW83g8niApKcmspKREHwDg9OnTDFdXVx6HwxFcv36dkZ2d3XYN4eHhLxxuhuM4YDoLDB49etSYx+MJbG1tRefOnTOkUChw+fLlggMHDhSx2ezm5cuX2xPv7mzcuLH8jz/+yB0yZEj9oUOHzPz9/TkAADdv3mTMmDGjGgBg5MiR8traWopuBxQAIDQ0tObgwYOmAACHDh1ihoWF1dTV1ZHS09ONQkNDnXg8nmDevHmOjx8/1iOOGTt27N8e9hgREVEDACAWixWlpaVt31dwcHCtkZERbm1trfb29q6/cuWKIQCAq6trI9EhPH/+vPGhQ4fMeDyewMPDg19TU0ORSCTUc+fOGU+cOLGKwWBoAQAsLS011dXVZLlcTv74448bAABmzZpV/eeffxrpXj8AwIABAxofPnyoDwBw9epVo0mTJlUDAPTr16+Jw+E810ntyvXr140mT55cDQDg4eHRbGNj05KVlUUFeLV2dffuXaqdnZ1SJBIpSSQSREZGPtORt7KyUldUVOh3VIYPzduI9NwCADaGYb0AoAwAwgAg4i2U47XAcfwv/4/nVY59mbRdpelsX0fbX3bbm/J3836d9fy66rij7aiOXy7N32nLqI5fLs0/9d+LVz32Tf178VrquIuITHcxNDTUtrS0PPNwFWu34jfxefbs2VVff/21FYfDaZ44cWIVAICrq6vyzp07kqNHj5qsXLnS9vz58/VEFIREIumeAwcAmD9/vsOnn35aERkZWZeSksKIjY1te0Hb0NBQS/w+d+5cmZ+fX+Px48dNgoODOdu2bSvGcRwLDQ2t/uGHH8peZx3o6+u3jWQhk8m4SqXCcBwHX1/f+lOnTt3XTatQKLDFixc73rhxQ+Ls7KxatGiRTXNzc9uFEjfhAADOzs5N165do48cOVKuew4mk6ml0WhaqVSqz+PxWkJCQupDQkIkAQEBzkqlkgTQWncBAQGKgIAARXBwcP3MmTNZmzZtegQAIBQKlUKh8MmiRYuemJmZuVdUVJBx/PnBOESdE8LDw2tjY2NtKysrydnZ2fQRI0bU19fXkxgMhlo3KqTLyMhI29F2XXp6erhW+79kxGQMBCqVigMAUCgUXK1Wt+3rrJ3R6fS2k+E4jsXFxZWEhITU66b97bffjNsf/yI65QCNRtNpOV5FR/VOeJV2df36dVpX5WhqasKoVOoLv4sPQXdPWX0QAP4AAC6GYQ8xDJuB47gaAOYDwBkAyAWAQziO57zmrH96zedDnofquPuhOn4zUD13P1TH3e+dq2MLCwuNRqPBFApF2x1XVlaWoVQq1ddoNHDkyBGmn5+fHABg8ODBjeXl5frHjx83mzFjhgygdSYrBoOhnTdvniw6Orry7t27bcPzEhISmAAAu3btMvXw8GgEAJDL5WTinZS9e/eadVYuiUSiz+fzlatWrXo8bNiw2rt379KCgoLqU1JSTMvKyigAre+x5Ofn6wMAjBkzhnXhwoXXNjTQ39+/MS0tzSg7O9vgablJmZmZBgqFggTQ+uS9rq6OdOrUKdPOzrF06dKKFStW2JWUlFAAWm9cv/rqq54AANHR0eWzZs1yrKqqIgMAaLVaIDo8xcXFelevXm27lrS0NLqtrW0LAEBSUpIJ0cHIysqikslk3NzcXNO/f3/5nj17zABa37ExNTVVM5nMZ26STUxMtG5ubo1z5sxxCAwMrKNQKMBkMrV2dnYtu3fvNiXK8ccff9CgAxcuXKCPGTOG1X67k5OTsrCwkNbU1IRVV1eTife4XuT06dM9FAoFVlFRQf7zzz8Zvr6+je3TDB06tO7HH3+0IDpSmZmZBvX19aSgoKD6ffv2mRMv91dWVpLNzMw0xsbGmtTUVCMAgF27dpl5e3s3dFUGX1/fhsTERCYAwK1bt6j5+fnPtSETExNNY2Njh/fiusdnZmYalJeX67u6ujZ3ll9n7crd3b354cOH+jk5OQYAAElJSUzd4/Ly8qhCobCpo3N+aLo10oPjeHgn238DgN+6Md937h//Dw2q4+6H6vjNQPXc/VAdd793tY4HDhxYd/bsWaPRo0fLAQDc3d0bFi9ebCeVSmn9+vWTT5o0qZZIO3r06JrMzEy6hYWFBgDg9u3btM8++8yORCIBhULBt23b9oBIq1QqMVdXV55Wq8WIiRJWrlz5KDw83MnS0rLFy8ursaSkpMPhafv27WMePnzYjEKh4BYWFqpvvvnmkaWlpWbVqlVlgYGBHK1WC3p6enh8fHwJh8Npyc3Npdvb23c4xdjChQsdly9fbg8AYG1t3ZKcnPzCmbdsbGzUO3bsKA4LC+vd0tKCAQB8/vnnZa6urnWRkZFPBAKB0M7OrsXNze25G3XChAkT6ioqKiiBgYFcYkhbZGRkFQDA0qVLnygUCpKXlxdfX19fa2hoqBWLxQ3e3t6K6upqckxMjF1lZaWegYEBzmQyVTt37iwBAEhMTDRbvny5PZVK1VIoFPznn3++T6FQYP369Y8iIiJYHA5HQKPRtHv37r3fUZnGjx9fM3369N4pKSl5xLaDBw/emzVrluP69eut1Wo1NmbMGJm3t/dzN9jFxcUGNBrtudCGs7OzasSIETV8Pl/Yq1evZqFQ+FJDxDw8PBoDAwPZjx490o+JiSlnsViq7Oxsqm6ahQsXVhUXFxuIRCI+juMYk8lU/fbbb0Xjxo2rv3PnDt3d3Z2vp6eHDxkypG7r1q1le/bsuR8VFeW4YMECkoODg/LgwYPFXZUhJibmcVhYWC8OhyMQCoUKkUj03PdpZWWl8fT0bGCz2cLBgwfXLVq0qG3W4qVLlz6eNGmSI4fDEZDJZNixY0dxR3VE6KJdKbds2fJg+PDhzkwmU92vX7+G3Nzcts7n5cuXGevXr3+tEc53FdZV+AxBEARBkPdTRkZGsZub25uaNa9D165do23YsMHqxIkT99vPxNVeQECAc3R0dOWoUaPkHe0nEDNfWVtbd/u8wzKZjBQZGck6ffr0G5tG+J9ozpw5dtOnT6/WnRXur1q0aJGNkZGRJjY2tvJ1lO1DVlpaShk/fnzvP/74I/9tl+V1ycjIMHdzc2N1tO/dmDgfQRAEQZAPjo+PT9OtW7fqu1oXpaqqiuzl5cXn8/mKF3V43jQmk6lFHZ7ut2PHjg6nrEa617179/Tj4uLe+Pt+bwuK9CAIgiDIB+hdiPQgCIK8SV1Fej74FVgxDOuNYdguDMOOvO2yfMgwDBuNYdhODMNOYhg27G2X50OEYRgfw7DtGIYdwTAs6m2X50OFYZghhmG3MQwb/rbL8iHCMMwfw7ArT9uy/9suz4cKwzBSfX19j/v379tXVlZ2+lI/giDIP8V72enBMGw3hmGPMQzLbrc9CMOwPAzDCjEMWw4AgOP4PRzHZ7ydkr7fXrGeT+A4PgsApgLAhLdQ3PfSK9ZxLo7jcwFgPAC8kYUePwSvUsdPLQOAQ2+2lO+3V6xjHAAaAIAKreu2IS/pFet5lEajoWAYhhsYGHS4UCWCIMg/yXvZ6QGAvQAQpLsBwzAyAPwAAMEAIACAcAzDnlv9Fnkle+HV63nV0/3Iy9kLr1DHGIaNBICrAPDfN1vM99peeMk6xjBsCABIAAC9APtq9sLLt+MrOI4HQ2vn8ss3XM733V54+Xrm6uvrK1ks1sPHjx9bvPGSIgiCvGPey04PjuOXAaD9ysRiACh8GtlpAYAkABj1xgv3AXmVesZarQeA0ziO33nTZX1fvWpbxnH8FxzHBwBA5Jst6fvrFes4AAD6Q+uCybMwDHsv/418016ljnEcJ9b3qAGAv73i/T/JK7blhyQSSQvw9xZIRBAE+VB8SP9DtwUA3RkoHgKALYZhZhiGbQcADwzDPns7RfugdFjPAPAJAAwBgHEYhs19GwX7gHTWlv0xDIvHMGwHdOM6V/8QHdYxjuMrcRyPBoADALBT5wYdeXWdteOxT9vwPgDY+lZK9mHp7N/kY0qlknr//n17IyOjtzYjWkNDA9a3b19uV7O3va9CQkJYe/bseWYB0eLiYr2goKDebyL/bdu2MTkcjsDZ2VnI5XIFEyZMaFuQVCwWc62trUXEYqMAAEOGDHGi0+keAAB5eXn6VCq1D4/HEzg5OQnHjBnDIhbpTElJYTAYDHcejycgfk6cOMEAAFi2bJmVs7OzkMPhCHg8nuD33383BAA4ePCgCZ/PF3C5XIGTk5Nww4YN5l2VfdGiRTarV6+27KaqAeI6AgICnF/nOW1tbUXl5eXPzXz87bffWmzdutUMoLVd2Nraing8nkAgEPDPnz9v+DrL8FfEx8ebTZ482QHg2bLGx8ebFRcX6xHpJkyY4Hj79m1qZ+d5HW7evEkLCQlhdWcenfmQpqzu6FEWjuN4NQCgm/DXp7N6jgeA+DddmA9UZ3V8EQAuvtmifLA6rOO2X3B875srygers3Z8DACOvenCfMA6q2dFRkZGda9evd7q7G1btmwxHzlyZA2F8m7cbqhUKtDT03txwr+IxWKpUlNTu3WKa5VKBSdPnjT+4YcfLM+cOVPQq1cvlVqthq1bt5qVlZVRzM3NNQAADAZDc+7cOaN//etfDVVVVeTHjx8/c+H29vZKqVQqUavV4Ovry9m9e7dpVFSUDADAy8urof16SufPnzc8c+ZMj6ysLAmNRsPLy8spSqUSUyqV2Keffur4xx9/5Do5Oamampqw/Px8/e6sA9266M7v82UtXbr0ie7nr7766uG0adNqjh07Zjxv3jzH/Px8ie5+tVoNb+tvQresiYmJ5u7u7k0sFksFAJCcnPyg8yP/PpVKBWKxuKm8vFy/oKBAn81mv9H3DT+kSM9DALDX+WwHAI/eUlk+ZKieux+q4+6H6rj7oTp+M97pej506JDZ+PHjawFan7x7eXlxhw4d6uTk5CSMiIhw0Gg08N1335nPmDGj7Rri4uLMZ86caVdfX0/y9/d35nK5AjabLdy5c6cpQOvT9qioKFuRSMQXiUT87OxsAwCAAwcOmLi6uvL4fL5gwIABnNLSUgpAa1QhPDzc0cfHhz127NheaWlpVJFIxOfxeAIOhyPIysoyAGiNnBDbIyIiHP9KdCovL0+fzWYLAVqfog8bNszJz8+P7ejo6DJ37lw7It2xY8eM3d3deQKBgB8cHNy7rq6OBAAQExNj7eLiwmez2cLw8HBHIlIjFou58+fPt+3bty/3q6++svzmm2+s161b97BXr14qAAAKhQLR0dHVbm5uSiKPsWPHyvbv388EAEhMTOwxYsSI2o7KTKFQoE+fPo1lZWVd9h7Kysr0mEymmkaj4QAA1tbWahaLpaqtrSWp1WrM0tJSDQBAo9Fwohz5+fn63t7eHA6HI/D29uYUFBQ80xm6c+cOVSQS8XXrj8PhCAAArly5Qu/bty9XKBTyfX192Q8ePNDrqC5e5nu5cOEC3cPDg8fn8wUeHh68jIwMA4DWzsfs2bPtOByOgMPhCL7++uueAAAnT55k8Pl8AYfDEYSGhrKampraHi7ExsZatm97nUWugoKC5KWlpQYAre02JibG2tPTk7t7927TztrApUuX6B4eHjwulysQiUT8mpoakkKhwMaNG8ficDgCPp8vOHXqFAOg6zb2/fffm7FYLJe+fftyr1+/bkRsJ8q6Z88e0+zsbPrkyZN783g8QUNDAyYWi7mXL1+mAwDs2LGDyeFwBGw2WxgVFWVLHE+n0z0++eQTWy6XK3Bzc+MRf2ePHj2i/Otf/3JycXHhu7i48M+ePWtI5Kf79wcAEBwcXPt///d/z0RJ34QPqdNzCwDYGIb1wjBMHwDCAOCXt1ymDxGq5+6H6rj7oTrufqiO34yXq+c/p9tDqpj7Wn/+nG7/XD46mpubsdLSUgMul9v2NDcrK8vw+++/L83Ly8spLi42SEhIMJ0xY4bs7NmzJsTwqsTERPPZs2dXHzt2zNjKykqVl5cnKSgoyBk7dmw9cR5jY2NNVlZW7pw5cx5/8skn9gAAQ4cObbh79640NzdXMm7cOFlsbKwVkT4zM5N+5syZwlOnTt3fsmWLxbx58yqlUqkkMzMzt1evXi137tyhHjlyhJmWliaVSqUSEomEb9++/W9P9S2RSOgnTpy4l5ubm/PLL7+YFhYW6pWXl1PWrl1rffny5XyJRJLbp08fxZo1aywBAJYsWfI4Ozs7t6CgIKepqYmUlJRkQpyrtraWfOvWrbwvv/yysrCwkDZgwABFV3kPGzZM/ueffxqp1Wo4fPgwc/Lkye3fBwMAAIVCgd2+fdtwxIgRbfWblpZmpDu8LScnx2D06NH1jx490mexWC4TJ050+PXXX40AACwtLTVDhw6tdXBwcB0xYkSvH3/8kanRaAAAYO7cuQ4RERHV+fn5kgkTJlRHRUU902b69OnTrFKpMIlEog8AkJCQwBw9enSNUqnEFixY4HDy5MminJyc3ClTplTFxMS03Xjr1sXLfA9ubm7NN2/elObm5ko+//zzsqVLl9oBAMTFxVk8ePDAICcnR5Kfny+ZOXNmtUKhwObMmdMrOTm5KD8/X6JWq2HDhg1tk4F01PY6k5SU1IPNZjcRn6lUqvb27dt5I0aMkHfUBpqbm7HIyEinzZs3l+Tl5UkuXbqUZ2RkpF2/fn1PAID8/HzJgQMH7s2ePZulUCgwgI7b2IMHD/TWrVtnc/36demVK1fy8/Pzae3LNm3atBoXFxdFQkLCPalUKjEyMmob7VBcXKz3xRdf2F68eDFfIpHkpKenG+7bt68HAEBTUxPJ29u7IS8vT+Lt7d2wZcsWCwCAOXPm2C9atKgyOzs79/jx40Vz585lEefT/fsDAOjXr1/j9evXGS/z3b1O70a8+RVhGHYQAPwBwBzDsIcA8DmO47swDJsPAGcAgAwAu3Ecz3mLxXzvoXrufqiOux+q4+6H6vjNeN/quaKigsJgMJ4Jl4hEokaBQNACADB+/HjZlStXjKZNm1bj4+MjT05ONhGJRM0qlQoTi8VNVCpVu3LlSvuoqCjbUaNG1QUFBTUQ55kyZYoMAGDWrFmyVatW2QMA3L9/X3/06NF2T5480WtpaSHZ29u3RT2CgoJqiZs6b2/vxo0bN1o/fPhQPywsrEYkEilTU1MZ2dnZdDc3Nz4AQHNzM6lnz55/+0UkX1/fejMzMw0AgLOzc3NRUZGBTCYjFxUVUcViMQ8AQKVSYZ6eng0AAKdPn2Zs2rTJqrm5mVRbW0sRCARNAFAHABAeHt5hp+XmzZu0yZMn92psbCStXr26bNasWTUAABQKBReLxQ0///wzs7m5maTb+QQAKC0tNeDxeIIHDx4YBAcH1/Tr16/t5ryj4W0AANnZ2ZLU1FTGf//7X8aUKVOcVq9e/XDBggXVycnJD27evPn49OnTjPj4eKvz588bHz16tDg9Pd3w9OnTRQAAUVFRsi+//NKu/TlHjx4tS0xMZK5du7bi+PHjpsnJyfcyMzMNCgoKaIMHD+YAAGi1WrCwsFARx3RWF52RyWTkCRMm9CouLqZiGIarVCoMAOD33383njt37hNiiJylpaXmjz/+oNnZ2SldXV2VAABTp06t/uGHH3oCwGOAjttee6tWrbJbv369NZPJVO3atauY2D558uQaAICLFy8adtQGMjMzqT179lQNGjRIAQDAZDK1AADXr183+uSTTx4DAHh4eDTb2Ni0ZGVlUQE6bmOPHz+m9O/fX25jY6MGaI365efnv/S7OlevXjXUPX7ChAmyS5cuGU2aNKlWT08PDwsLqwMA8PT0bDx//rwxAMC1a9eMCwoK2jpXDQ0N5JqaGhLAs39/AK1RwsrKyjc+LvG97PTgOB7eyfbfAL3g/dqgeu5+qI67H6rj7ofq+M34W/Xcf3dpl/u7gaGhobalpeWZESXtZ5IjPs+ePbvq66+/tuJwOM0TJ06sAgBwdXVV3rlzR3L06FGTlStX2p4/f75+48aN5QAAJBJJ9xw4AMD8+fMdPv3004rIyMi6lJQURmxsrI1uWYjf586dK/Pz82s8fvy4SXBwMGfbtm3FOI5joaGh1T/88EPZ66wDfX39ths9MpmMq1QqDMdx8PX1rSeeehMUCgW2ePFixxs3bkicnZ1VixYtsmlubm67UAaD0XYNzs7OTdevX6ePGDFCLhaLm6RSqWTy5MkOTU1Nz9R3ZGSkLDw83HnJkiXPDXkk3ul58OCB3qBBg7j79+83iYyMrOvqeigUCgwfPlw+fPhwuaura9O+ffvMFixYUA0AIBaLm8RicdPs2bNlzs7OIgAofpk6mjRpUk1oaGjvsLCwGgzDQCQSKW/evElzdnZuunv3rrSjY3Tr4mUsW7bMdtCgQfJz584V5eXl6Q8ePJgLAIDjeFv7IeA43vFJnuqo7bVHvNPTWbk7awM3btygdXTOrsrUURt7WrYur6MrXeVHoVBwog4oFAqo1WqMOCYtLS1Xt3ND0P37A2iNFlGp1Dc+UdCHNLwNQRAEQZB3hIWFhUaj0WDEMByA1uFtUqlUX6PRwJEjR5h+fn5yAIDBgwc3lpeX6x8/ftxsxowZMoDWITYMBkM7b948WXR0dOXdu3fpxHkSEhKYAAC7du0y9fDwaAQAkMvlZAcHBxUAwN69ezsdmiaRSPT5fL5y1apVj4cNG1Z79+5dWlBQUH1KSoppWVkZBQCgsrKSTLyMP2bMGNaFCxfonZ3vVfn7+zempaUZEe+DyOVyUmZmpoFCoSABAFhZWanr6upIp06d6vSdh6VLl1YsX77crqioqO1peXNz83N3uf/6178aFixYUD59+vROIyOOjo6q2NjYhxs2bLDuqtwZGRkGxPtPAADp6ek0Ozu7lrq6OlJKSkrbUKUbN27QbGxsWgAAPDw8Gn/++WdTgNZ3RLy8vBran1coFCpJJBKsXr3aZsyYMTIAAFdX12aZTEYhZj5TKpVYWlpah5GKhISEHv/+979tO9pHqK+vJ9vZ2bU8LUfbzHJDhgyp3759u4VK1RpEqqysJLu7uzeXlZXpE99PQkKCGdFOn35+ru29qs7agJubW3NlZaX+pUuX6AAANTU1JJVKBb6+vg2JiYlMAIDMzEyD8vJyfVdX1+bOzj9w4MDGP//8k1FRUUFWKpXY8ePHO2xLRkZGmrq6OnJHx9+4cYNRXl5OIYZH+vv7P/fd6fL19a0nhuEBAFy/fv25IXUEiURiwOVymzrb313ey0gPgiAIgiDvvoEDB9adPXvWaPTo0XIAAHd394bFixfbSaVSWr9+/eSTJk2qJdKOHj26JjMzk25hYaEBALh9+zbts88+syORSEChUPBt27a1zSylVCoxV1dXnlarxZKSku4BAKxcufJReHi4k6WlZYuXl1djSUlJh+tA7du3j3n48GEzCoWCW1hYqL755ptHlpaWmlWrVpUFBgZytFot6Onp4fHx8SUcDqclNzeXbm9vr+roXAsXLnRcvny5PQCAtbV1S3Jy8gtnbrOxsVHv2LGjOCwsrHdLSwsGAPD555+Xubq61kVGRj4RCARCOzu7Fjc3t05vqCdMmFD3+PFjSnBwMFuj0WDGxsYaHo/XNGrUqHrddCQSCWJjY1/43svEiRNrv/76a5vU1FQjgP+900PsX7ZsWbmzs7NywYIFDvX19WQymYyzWCzl//3f/z3QarWwYcMGy/nz5ztSqVQtnU7X7tq16z4AwI8//lgyZcoU1vfff29lZmamTkhIKO4o/7Fjx8rWrFljt379+jIAACqViiclJRUtWLDAQS6XkzUaDRYVFVXp5eX13I1+YWGhgbGxsab9drVa3RYFWbZsWcXMmTN7xcfHW/n5+bXV0cKFC5/k5+cb8Hg8IYVCwadMmfJkxYoVT7Zv314cGhrqpNFowM3NTRETE9M241lHbe9VddEGlPv37y9asGCBQ3NzM4lKpWovX76cv3Tp0seTJk1y5HA4AjKZDDt27CgmJpToiKOjo2rZsmWP+vfvz7ewsFC5uroqNBrNc53iyZMnV33yySeOS5Ys0aalpeXqHr969eqyQYMGcXAcxwIDA+smTpxY29U1/fTTT6UzZ8504HA4Ao1Gg/Xr108+YMCAko7S/v7778bDhw/vMqrYHbAXhfEQBEEQBHn/ZGRkFLu5ub3VKauvXbtG27Bhg9WJEyfup6SkMOLi4iw7elcEACAgIMA5Ojq6ctSoUV2uK2RraytKS0vLtba27vbFf2QyGSkyMpJ1+vTpbp2GGvnrRo0a1evHH38sJd4/IaxZs6ZnWVmZ/vbt2x++rbIhz2tqasL69+/PTUtLk3bHdOMZGRnmbm5urI72oUgPgiAIgiDdwsfHp+nWrVv1XU3/XFVVRfby8uLz+XzFizo8bxqTydSiDs+77eTJk/fbbxs/fryjVCqlHTlyBH1375jCwkL9r7/+uuxtrK+EIj0IgiAI8gF6FyI9CIIgb1JXkR40kQGCIAiCIAiCIB801OlBkA8YhmEXMQzzegP5LMAwLBfDsP0vmZ6FYVh2d5erk7x7YBg2723kjSAIgiDI24E6PQiCdAjDsFd5528eAHyE43hkd5XnNeoBreVFEARBEOQfAnV6EOQtexr1yMUwbCeGYTkYhp3FMIz2dF9bpAbDMHMMw4qf/j4Vw7ATGIadwjDsPoZh8zEMW4RhWDqGYX9iGMbUyWIihmHXMQzLxjBM/PR4QwzDdmMYduvpMaN0znsYw7BTAHC2g7IuenqebAzDop9u2w4AvQHgFwzDFrZLT8YwbMPTfDIxDJvTwTk7TINhmD+GYZcwDDuEYVg+hmHrMAyLxDDsJoZhWRiGOT1NZ4Fh2NGnx9/CMMzn6fYvnl7jRQzD7mEYtuBplusAwAnDsLtP87XGMOzy08/ZGIb5/bVvEkEQBEGQdxXq9CDIu4ENAD/gOC4EgFoACHmJY1wAIAIAxADwNQAocBz3AIA/AGCyTjpDHMcHQGt0Y/fTbSsB4Hccx/sCQAAAbMAwzPDpPm8AmILj+GDdzDAM8wSAaQDQDwD6A8AsDMM8cByfCwCPACAAx/Hv2pVxBgDUPc2n79Njer1CGjcA+BQARAAwCQA4OI6LAeBnAPjkaZrvAeC7p8eHPN1H4AHAv57W0ecYhukBwHIAKMJx3B3H8SVP6/AMjuPuT/O7CwiCvBYNDQ1Y3759uV3N3va+CgkJYe3Zs+eZRR+Li4v1goKCer+J/Ldt28bkcDgCZ2dnIZfLFUyYMMGxqqqKDAAgFou51tbWIq32f4veDxkyxIlOp3sAAOTl5elTqdQ+PB5P4OTkJBwzZgxLqVRiAAApKSkMBoPhzuPxBMTPiRMnGAAAy5Yts3J2dhZyOBwBj8cT/P7774YAAAcPHjTh8/kCLpcrcHJyEm7YsMH8uQLrWLRokc3q1astu6lqPji2trai8vJyCgCAh4cHD6D1O9y+fXvbA87Lly/Tp06dat+d5YiPjzebPHmyAwDA2rVrLb7//vtOFwF+F6EpqxHk3XAfx/G7T3+/DQCslzjmAo7jcgCQYxhWBwCnnm7PAgBXnXQHAQBwHL+MYZgxhmE9AGAYAIzEMCzmaRoqADg8/f0cjuMdrd7tCwDHcRxvBADAMOwYAPgBQHoXZRwGAK4Yho17+tkEWjt4+S+RpgUAbuE4Xv40vyL4X/QpC1o7awAAQwBAgGFt664ZYxhGrA7+K47jSgBQYhj2GAA6+p/sLQDY/bRDdELne0AQ5G/asmWL+ciRI2solHfjdkOlUkF3TpXLYrFUqamp3TpNskqlgpMnTxr/8MMPlmfOnCno1auXSq1Ww9atW83Kysoo5ubmGgAABoOhOXfunNG//vWvhqqqKvLjx4+fuXB7e3ulVCqVqNVq8PX15ezevds0KipKBgDg5eXV0H49pfPnzxueOXOmR1ZWloRGo+Hl5eUUpVKJKZVK7NNPP3X8448/cp2cnFRNTU1Yfn6+fnfWgW5dvOmpj99GnrrS09OlAAAFBQUGycnJzLlz58oAAAYOHKgYOHCg4k2V45NPPqkWi8W8Tz/9tPpN5fl3oUgPgrwblDq/a+B/DyTU8L+/U2oXx2h1Pmvh2Qca7eelxwEAA4CQp9EOdxzHHXAcJ1Zj7mwV8OdWc34JGAB8opNPLxzH2w+b6yrNy1wjCQC8dY63fdoZbH+8br22wXH8MgAMBIAyANiHYdjk9mkQBPlrDh06ZDZ+/PhagNYIgpeXF3fo0KFOTk5OwoiICAeNRgPfffed+YwZM9qeUMfFxZnPnDnTrr6+nuTv7+/M5XIFbDZbuHPnTlOA1qfeUVFRtiKRiC8SifjZ2dkGAAAHDhwwcXV15fH5fMGAAQM4paWlFIDWqEJ4eLijj48Pe+zYsb3S0tKoIpGIz+PxBBwOR5CVlWUA0Bo5IbZHREQ4/pXoVF5enj6bzRYCtD4VHzZsmJOfnx/b0dHRZe7cuXZEumPHjhm7u7vzBAIBPzg4uHddXR0JACAmJsbaxcWFz2azheHh4Y5EpEYsFnPnz59v27dvX+5XX31l+c0331ivW7fuYa9evVQAABQKBaKjo6vd3Nza/s0bO3asbP/+/UwAgMTExB4jRoyo7ajMFAoF+vTp01hWVtblnXxZWZkek8lU02g0HADA2tpazWKxVLW1tSS1Wo1ZWlqqAQBoNBpOlCM/P1/f29ubw+FwBN7e3pyCgoJnOkN37tyhikQivm79cTgcAQDAlStX6H379uUKhUK+r68v+8GDB3od1UVn5dWNSgC0Ln6bkpLCAACg0+ken3zyiS2XyxW4ubnxiLYSEhLCioiIcPD09OSyWCyXgwcPmhDnCg4O7j148GBnPz8/Tn19PSk0NJTl4uLC5/P5gsTExB4AAGq1GmbPnm3H4XAEHA5H8PXXX/cEADh58iSDz+cLOByOIDQ0lNXU1IQBtLblhQsX2ggEAj6HwxGkp6dTAQAqKirIPj4+bD6fL4iIiHDUXV6GiNatXLnSNi0tzYjH4wm+/PLLnikpKYyAgABnAIDKykrykCFDnDgcjsDNzY1348YNGkDr30JoaChLLBZz7ezsRF999VVP4rydtf/vv//ejMViufTt25d7/fp1IyI9g8HQ2tnZKS9cuEDvqt28S1CnB0HebcUA4Pn093FdpOvKBAAADMN8oXUYWR0AnAGAT7Cn4REMwzxe4jyXAWA0hmH0p0PhxgDAlRcccwYAop5GUQDDMI7OMLpXSdOVswAwn/iAYZj7C9LLAYCIBAGGYY4A8BjH8Z0AsAsA+rxC3gjyfvhzuj2kirmv9efP6V0OpWlubsZKS0sNuFxuC7EtKyvL8Pvvvy/Ny8vLKS4uNkhISDCdMWOG7OzZsybE8KrExETz2bNnVx87dszYyspKlZeXJykoKMgZO3ZsPXEeY2NjTVZWVu6cOXMef/LJJ/YAAEOHDm24e/euNDc3VzJu3DhZbGysFZE+MzOTfubMmcJTp07d37Jli8W8efMqpVKpJDMzM7dXr14td+7coR45coSZlpYmlUqlEhKJhG/fvv1vD92RSCT0EydO3MvNzc355ZdfTAsLC/XKy8spa9eutb58+XK+RCLJ7dOnj2LNmjWWAABLlix5nJ2dnVtQUJDT1NRESkpKMiHOVVtbS75161bel19+WVlYWEgbMGBAl0/1hw0bJv/zzz+N1Go1HD58mDl58uSOIvigUCiw27dvG44YMaKtfombaeInJyfHYPTo0fWPHj3SZ7FYLhMnTnT49ddfjQAALC0tNUOHDq11cHBwHTFiRK8ff/yRqdFoAABg7ty5DhEREdX5+fmSCRMmVEdFRT3TZvr06dOsUqkwiUSiDwCQkJDAHD16dI1SqcQWLFjgcPLkyaKcnJzcKVOmVMXExNh2VBev/KUAQFNTE8nb27shLy9P4u3t3bBlyxYLYl9paanBzZs3806dOlUQHR3tqFAoMACAO3fuGB08ePD+n3/+mb9ixQrrgICA+uzs7NwrV67krVq1yq6+vp4UFxdn8eDBA4OcnBxJfn6+ZObMmdUKhQKbM2dOr+Tk5KL8/HyJWq2GDRs2tOVnbm6ulkgkudOnT3+ybt06SwCA5cuX23h7ezfk5uZKRo4cWVteXv5c5Ozrr78u8/LyapBKpZLPP//8se6+pUuX2ri5uSny8/Mla9asKZsyZUrbsPLCwkLqpUuX8m/dupW7ceNGG6VSiXXW/h88eKC3bt06m+vXr0uvXLmSn5+fT2v3/TVevHiRAe8J1OlBkHfbRmjtEFwHgC7HSHeh5unx26H1/RkAgDUAoAcAmU+njl7zopPgOH4HAPYCwE0AuAEAP+M43tXQNoDW92skAHDnaT474Ploy8uk6coCAPB6OgmCBADmvuA6qgHg2tNJCzYAgD8A3MUwLB1a3wn6/hXyRhCkExUVFRQGg/FMuEQkEjUKBIIWCoUC48ePl125csXI2NhY6+PjI09OTjZJT0+nqlQqTCwWN/Xp06fpypUrxlFRUbapqalGZmZmGuI8U6ZMkQEAzJo1S5aenm4EAHD//n19Pz8/NofDEcTHx1tJpdK2G7SgoKBaIyMjHADA29u7MS4uznrlypVWBQUF+kZGRnhqaiojOzub7ubmxufxeIKrV68a37t3z+Dv1oGvr2+9mZmZhk6n487Ozs1FRUUGFy9eNCwqKqKKxWIej8cTJCUlmZWUlOgDAJw+fZrh6urK43A4guvXrzOys7PbriE8PLzDTsvNmzdpPB5PYG9v70JEwwAAKBQKLhaLG37++Wdmc3MzSbfzCdB6c8/j8QRmZmbutra2Lf369Wsi9hE308SPUChUmpiYaLOzsyVbt259YGFhoZ4yZYpTfHy8GQBAcnLyg9TU1HwvL6/G+Ph4q/Hjx7MAANLT0w1nz54tAwCIioqS3b592wjaGT16tCwxMZEJAHD8+HHTSZMmyTIzMw0KCgpogwcP5vB4PMGGDRusHz161BaJ6qwuXpaenh4eFhZWBwDg6enZ+ODBg7ZORUhIiIxMJoNIJFLa29sr7969SwUA8PPzq7e0tNQAAFy8eNH4u+++s+bxeAJfX1+uUqnECgsL9X///XfjuXPnPiGGv1laWmoyMjKodnZ2SldXVyUAwNSpU6uvXr3a1lGIiIioAQAQi8WK0tJSAwCAP//8kzF9+vRqAICwsLA6Y2Pjtrb/Mm7evMmYMWNGNQDAyJEj5bW1tZTq6moyAMCwYcNqaTQabm1trWYymaqHDx9SOmv/ly9fNuzfv7/cxsZGTaVS8bFjxz5T7z179lTrfi/vundjkC2C/IPhOF4MrZMSEJ836vwuhWffz1n1dPteaO2AEOlYOr+37cNx3L+TPJsA4LmZ1Nqft4P9mwBgUwfbWc+nBsBxXAsAK57+6KqDp9fcRZqLT3+Ic/nr/N62D8fxKngazWqX9xftPuvWcUS75P/XUfkR5IPRf3fpm87S0NBQ29LS8szDVZ137575PHv27Kqvv/7aisPhNE+cOLEKAMDV1VV5584dydGjR01Wrlxpe/78+fqNGzeWAwCQSCTdc+AAAPPnz3f49NNPKyIjI+tSUlIYsbGxNrplIX6fO3euzM/Pr/H48eMmwcHBnG3bthXjOI6FhoZW//DDD2Wvsw709fXbxiWRyWRcpVJhOI6Dr69v/alTp+7rplUoFNjixYsdb9y4IXF2dlYtWrTIprm5ue1CGQxG2zU4Ozs3Xb9+nT5ixAi5WCxukkqlksmTJzs0NTU9U9+RkZGy8PBw5yVLljxqXzbinZ4HDx7oDRo0iLt//36TyMjIuq6uh0KhwPDhw+XDhw+Xu7q6Nu3bt89swYIF1QAAYrG4SSwWN82ePVvm7OwsgtaRCi80adKkmtDQ0N5hYWE1GIaBSCRS3rx5k+bs7Nx09+5daUfH6NZFF2XFdSdyUCqVJN19RBuiUCigVqvbGmZnbZROp7edDMdxOHLkSKHucEJiO9Eedbd1hUql4kSZdMuh28ZfVUd5EuUyMDDQbZOgVquxztr/vn37erSvD13Nzc0kGo32wu/iXYEiPQiCIAiCvHYWFhYajUaDEcODAFqHt0mlUn2NRgNHjhxh+vn5yQEABg8e3FheXq5//PhxsxkzZsgAWmdCYzAY2nnz5smio6Mr79692/buQEJCAhMAYNeuXaYeHh6NAAByuZzs4OCgAgDYu3dvp0PTJBKJPp/PV65aterxsGHDau/evUsLCgqqT0lJMS0rK6MAtL4TQbyMP2bMGNbrfG/B39+/MS0tzYh4F0kul5MyMzMNFAoFCQDAyspKXVdXRzp16pRpZ+dYunRpxfLly+2KioranrI3Nzc/d3f6r3/9q2HBggXl06dP7zQy4ujoqIqNjX24YcMG667KnZGRYUC8/wQAkJ6eTrOzs2upq6sjEe/KAADcuHGDZmNj0wIA4OHh0fjzzz+bAgDs2LGD6eXl1dD+vEKhUEkikWD16tU2Y8aMkQEAuLq6NstkMsr58+cNAQCUSiWWlpbW/r1WAABISEjo8e9//9u2/XYnJ6eWnJwcukajgcLCQr3MzMyXGjZ97NgxU41GAzk5OQalpaUGbm5uze3TBAQE1MfFxVkSnapr167RAACGDBlSv337dguVSgUAre3I3d29uaysTJ/4vhMSEsyIdt+Z/v37y3fv3m0GAHDo0CHj+vp6cvs0JiYmmoaGhue2E8fv2bPHDKD1XTpTU1M1k8nstHPSWfsfOHBg459//smoqKggK5VK7Pjx48+0yfz8fAMXF5emjs/67kGRHgRBEARBusXAgQPrzp49azR69Gg5AIC7u3vD4sWL7aRSKa1fv37ySZMm1RJpR48eXZOZmUm3sLDQAADcvn2b9tlnn9mRSCSgUCj4tm3bHhBplUol5urqytNqtVhSUtI9AICVK1c+Cg8Pd7K0tGzx8vJqLCkp6XB42r59+5iHDx82o1AouIWFheqbb755ZGlpqVm1alVZYGAgR6vVgp6eHh4fH1/C4XBacnNz6fb29qqOzrVw4ULH5cuX2wMAWFtbtyQnJ79w5jYbGxv1jh07isPCwnq3tLRgAACff/55maura11kZOQTgUAgtLOza3Fzc+tsUhmYMGFC3ePHjynBwcFsjUaDGRsba3g8XtOoUaPqddORSCSIjY194XsvEydOrP36669tUlNTjQD+904PsX/ZsmXlzs7OygULFjjU19eTyWQyzmKxlP/3f//3QKvVwoYNGyznz5/vSKVStXQ6Xbtr1677AAA//vhjyZQpU1jff/+9lZmZmTohIaG4o/zHjh0rW7Nmjd369evLAFqjH0lJSUULFixwkMvlZI1Gg0VFRVV6eXk91wEpLCw06Gj419ChQxt++OEHJZfLFXK53CaBQPBSM5s5OzsrxWIxt7q6Wm/z5s0P6HT6c2GTdevWPZo9e7YDj8cT4DiOPX2hv3DhwoVP8vPzDXg8npBCoeBTpkx5smLFiifbt28vDg0NddJoNODm5qaIiYl50lUZ1q1b9ygkJKS3QCDge3t7N1hbW7e0TyMWi5soFArO5XIFERERVZ6enm2dj/Xr1z+KiIhgcTgcAY1G0+7du/d+++N1eXp6NnfU/gMDAxuXLVv2qH///nwLCwuVq6urQqPRtHWub926ZbRu3bryl6nXdwH2orAbgiAIgiDvn4yMjGI3N7eqt1mGa9eu0TZs2GB14sSJ+ykpKYy4uDjL9lMhEwICApyjo6MrR40a1eVTcFtbW1FaWlqutbV1ty/+I5PJSJGRkazTp0936zTUyF83atSoXj/++GOpjY3N324PISEhrOHDh9dNmzat5nWU7UOm+7f9tsuiKyMjw9zNzY3V0T40vA1BEARBkG7h4+PT5O/vX9/V9M9VVVVkFovlQqVStS/q8LxpTCZTizo877aTJ0/efx0dHuTVPH78WI+IzL0vUKQHQRAEQT5A70KkB0EQ5E1CkR4EQRAEQRAEQf6xUKcHQRAEQRAEQZAPGur0IAiCIAiCIAjyQUOdHgRBEARBEARBPmio04MgCIIgSLdoaGjA+vbty+1q9rb3VUhICGvPnj3PLNZYXFysFxQU1Lu78160aJHN6tWrLV9UHjqd7gEAoNFoYOrUqfZsNlvI4XAELi4ufKlUqt9VHra2tqLy8nK0nuNLSElJYQQEBDgDAOzfv99kxYoVVgAA+/bt63H79u22RVWjo6NtTpw4wejsPK+DWCzmXr58mQ4AMGDAAM6TJ086XMD0nwg1ZgRBEARBusWWLVvMR44cWUOhvBu3GyqVCvT09Lrt/CwWS5WamtqtU1yrVB2uk9qln3/+mVlRUaEnlUpzyGQyFBUV6RkbG2u7oXjP0Gq1gOM4kMlv9r67u7/nrkRGRtYBQB0AwIkTJ3qo1eo6T0/PZgCAzZs3P3qTZQkPD6/euHGjxfr16yveZL7vKhTpQRAEQRCkWxw6dMhs/PjxtQCtT8O9vLy4Q4cOdXJychJGREQ4aDQa+O6778xnzJhhTxwTFxdnPnPmTLv6+nqSv7+/M5fLFbDZbOHOnTtNAVojEFFRUbYikYgvEon42dnZBgAABw4cMHF1deXx+XzBgAEDOKWlpRSA1qhIeHi4o4+PD3vs2LG90tLSqCKRiM/j8QQcDkeQlZVlAACwbds2JrE9IiLC8a9Ep/Ly8vTZbLYQACA+Pt5s2LBhTn5+fmxHR0eXuXPn2hHpjh07Zuzu7s4TCAT84ODg3nV1dSQAgJiYGGsXFxc+m80WhoeHO2q1rf0SsVjMnT9/vm3fvn25X331lWWHmXehvLxcz9LSUkV0PpycnFQWFhYaAIAdO3YwORyOgM1mC6OiomzbHxsVFWW7bt06C+LzokWLbD7//HNLAID//Oc/li4uLnwOhyNYuHChDVEHvXv3Fk6cONFBKBQKioqKOo0o6UYlysvLKba2tqIX1R2dTveYNWuWnUAg4Ht7e3MePXpE6aiOrly5Qu/bty9XKBTyfX192Q8ePNADAMjOzjYYMGAAh8vlCgQCAT8nJ8dAq9XCnDlz7IhIGNHWUlJSGGKxmBsUFNS7V69ewpEjR/YivpMjR44Y9+rVS+jp6ck9cuRID6J88fHxZpMnT3Y4d+6c4fnz53usWrXKjsfjCXJycgx0o3EnT55k8Pl8AYfDEYSGhrKampowgNb2vXDhQhuBQMDncDiC9PR0KgBAfX09KTQ0lOXi4sLn8/mCxMTEHgCt0dThw4f35nA4go8//rh3c3MzRpQlLCys9tixY2Yv10o+fO/GoxcEQRAEQbrPn9PtoTab/lrP2cNFAf13l3a2u7m5GSstLTXgcrktxLasrCzD9PT0bA6H0zJw4EB2QkKC6YwZM2RCoVCgVCofGhgY4ImJieY7dux4cOzYMWMrKyvVxYsXCwEAqqur28IFxsbGmqysrNytW7eaffLJJ/YXLlwoHDp0aENYWJiURCLBpk2bzGNjY6127tz5EAAgMzOTfuPGDamRkRE+ZcoU+3nz5lVGRUXJmpubMbVaDXfu3KEeOXKEmZaWJjUwMMAnTpzosH37drP58+dX/50qkkgk9IyMDAmNRtM6Ozu7xMTEVBoaGuJr1661vnz5cr6xsbF25cqVVmvWrLHcuHFj+ZIlSx5v3LixHABg9OjRvZKSkkwiIiLqAABqa2vJt27dygNo7Xi8SjkmTZokGzhwII/H4zH8/Pzqp06dWu3j49NUXFys98UXX9jevn0718LCQu3n58fZt29fj0mTJtUSx06cOFEWHR3tsHz58icAACdPnjRNTU0tOHbsmHFhYSE1MzMzF8dxGDJkiPPp06eNevfu3VJcXEzduXNncWJiYsnrrDtnZ2dVU1MTqU+fPoqdO3c+jImJsV6+fLlNQkJCiW4dKZVKrH///txff/210MbGRr1z507TmJgY28OHDxdHRET0iomJqZg8eXKtQqHANBoNlpCQ0CMrK4uWm5ubU15eThGLxfxhw4Y1AADk5ubS7t69e4/FYqk8PT15586dM/Lz82ucP38+69y5c3lCoVA5fPjw54Y0Dh06tHHIkCG1w4cPr5s2bVqN7j6FQoHNmTOn19mzZ/NcXV2VY8aMYW3YsMFi9erVjwEAzM3N1RKJJHfdunUW69ats0xOTn6wYsUK64CAgPrDhw8XV1VVkb28vPgjR46s37RpkwWNRtPm5+dLbty4QfPx8REQ+VhYWGhaWlqwiooKspWVleavfhcfCtTpQRAEQRDktauoqKAwGIxnwiUikahRIBC0AACMHz9eduXKFaNp06bV+Pj4yJOTk01EIlGzSqXCxGJxE5VK1a5cudI+KirKdtSoUXVBQUENxHmmTJkiAwCYNWuWbNWqVfYAAPfv39cfPXq03ZMnT/RaWlpI9vb2SiJ9UFBQrZGREQ4A4O3t3bhx40brhw8f6oeFhdWIRCJlamoqIzs7m+7m5sYHAGhubib17Nnzb7+I5OvrW29mZqYBAHB2dm4uKioykMlk5KKiIqpYLOYBAKhUKszT07MBAOD06dOMTZs2WTU3N5Nqa2spAoGgCZ4OlQoPD5d1lReGYZ1uc3JyUhUWFmafOnWK8d///tf4o48+4iYkJBTJ5XJy//795TY2NmoAgAkTJsguXbpkpNvp8fHxaaqurqYUFxfrlZeXU0xMTDRsNrtlw4YNPS9fvmwsEAgEAAAKhYIklUqpvXv3brG2tm4JDAxsfN115+zsrCKRSDBz5kwZAMD06dOrx44d60wcQ9RRZmamQUFBAW3w4MEcgNZhdhYWFqqamhpSZWWl/uTJk2sBAOh0Og4A+JUrVxjjx4+XUSgUsLe3V/fr16/h6tWrdBMTE61IJGp0cnJSAQAIhUJFUVGRPoPB0NjZ2SlFIpESACAyMrL6559/toCXlJGRQbWzs1O6uroqAQCmTp1a/cMPP/QEgMcAABERETUAAGKxWPHLL7+YAgBcvHjR+MyZMz3i4+OtAACUSiVWWFiof/XqVaMFCxY8BgDo169fE4fDUejmZWZmpi4pKdG3srJqesWv4IODOj0IgiAI8qHrIiLTXQwNDbUtLS3PDKNvf2NOfJ49e3bV119/bcXhcJonTpxYBQDg6uqqvHPnjuTo0aMmK1eutD1//nw9EQUhkUi658ABAObPn+/w6aefVkRGRtalpKQwYmNj26IhhoaGbe+vzJ07V+bn59d4/Phxk+DgYM62bduKcRzHQkNDq3/44Yey11kH+vr6OPE7mUzGVSoVhuM4+Pr61p86deq+blqFQoEtXrzY8caNGxJnZ2fVokWLbJqbm9sulMFgdPkODpPJVMtksrZoWGVlJblHjx5tHTcajYaPHz++fvz48fWWlpaqY8eO9RgyZIj8Za5jxIgRNYmJiaYVFRV6ISEhMgAAHMchOjq6fMmSJVW6afPy8vTpdPpLvS9EoVBwjUbTdv26+zqqu47OodumiDrCcRxzdnZuunv3rlQ3rUwm6/C1DhzHO9oMAAAGBga65QC1Wo21z/dVdZUfAACVSsUBWuuHyA/HcThy5Eihm5ubsn36rsqiVCqxl/0+PnTonR4EQRAEQV47CwsLjUajwXRvZrOysgylUqm+RqOBI0eOMP38/OQAAIMHD24sLy/XP378uNmMGTNkAK0zoTEYDO28efNk0dHRlXfv3m0bnpeQkMAEANi1a5eph4dHIwCAXC4nOzg4qAAA9u7d2+l7DBKJRJ/P5ytXrVr1eNiwYbV3796lBQUF1aekpJiWlZVRAFo7DPn5+foAAGPGjGFduHDhtQ0N9Pf3b0xLSzMi3kWSy+WkzMxMA4VCQQIAsLKyUtfV1ZFOnTpl2vWZnhUQECA/evQok3in48cffzQfMGCAHADg6tWr9OLiYj2A1pncsrKyaI6Oji0DBw5svHHjBqO8vJyiVqvh8OHDTH9//4b25540aZLs6NGjzJSUFNOJEyfWAAAEBwfX79u3z5x4H+n+/ft6RP2111kd2tvbK2/evGkIALB///6Xul6tVgvEezF79+41E4vFz3XcXF1dm2UyGeX8+fOGAK03/mlpaVQmk6m1srJq2bdvXw8AgKamJkwul5MGDRokP3LkCFOtVsOjR48oN2/eNPLz8+s0UuXu7t788OFD/ZycHAMAgKSkJGZH6YyMjDT19fXP3Wu7u7s3l5WV6RNtICEhwYz4W+hMQEBAfVxcnCXxTtG1a9doAAC+vr4NiYmJTACAW7duUfPz89vqWavVwpMnT/S4XO5zHaV/IhTpQRAEQRCkWwwcOLDu7NmzRqNHj5YDALi7uzcsXrzYTiqV0vr16yfXHUY1evTomszMTDrxgv3t27dpn332mR2JRAIKhYJv27btAZFWqVRirq6uPK1WiyUlJd0DAFi5cuWj8PBwJ0tLyxYvL6/GkpISg47KtG/fPubhw4fNKBQKbmFhofrmm28eWVpaalatWlUWGBjI0Wq1oKenh8fHx5dwOJyW3Nxcur29fYdTpi1cuNBx+fLl9gAA1tbWLcnJyS+cuc3Gxka9Y8eO4rCwsN4tLS0YAMDnn39e5urqWhcZGflEIBAI7ezsWtzc3LocHvbdd99Z79ixo21Sg8rKysy0tDS6q6srn0QigaOjo3LPnj0PAFqHGs6ZM8eRiLy5u7s3Ll++/DGdTsdXr15dNmjQIA6O41hgYGDdxIkTa9vn5eXl1dzY2EiytLRscXR0VAEAjB07tj4nJ4fat29fHgAAnU7X7t+//z6FQnkujNFZHS5fvrxywoQJvZOSksz8/PzqX1R3AAA0Gk2bk5NDEwqFVgwGQ3Ps2LHn6pxKpeJJSUlFCxYscJDL5WSNRoNFRUVVenl5NScmJt6fNWuW45o1a2z09PTww4cPF02aNKn2+vXrRnw+X4hhGP7ll18+dHBwUGdmZnZYBjqdjm/ZsuXB8OHDnZlMprpfv34Nubm5tPbpIiMjZVFRUazt27dbHjlypEj3+O3btxeHhoY6aTQacHNzU8TExDzp6rrXrVv3aPbs2Q48Hk+A4zhmZ2envHDhQmFMTMzjsLCwXhwORyAUChUikait3Vy9epXu4eHR+LZmsnvXYC8KsSEIgiAI8v7JyMgodnNzq3pxyu5z7do12oYNG6xOnDhxPyUlhREXF2d54cKFwo7SBgQEOEdHR1eOGjWqyyfetra2orS0tFxra+tuX/xHJpORIiMjWadPn+7Waag/ZK+7Dul0uodCoUh/Hef60E2bNs1+9OjRtS/6m/qQZGRkmLu5ubE62oeGtyEIgiAI0i18fHya/P3967ua/rmqqorMYrFcqFSq9l27OWMymVrU4fl7UB2+PS4uLk3v2t/U24QiPQiCIAjyAXoXIj0IgiBvEor0IAiCIAiCIAjyj4U6PQiCIAiCIAiCfNBQpwdBEARBEARBkA8a6vQgCIIgCIIgCPJBQ50eBEEQBEG6RUNDA9a3b19uV7O3va9CQkJYxCKZhOLiYr2goKDe3Z33okWLbHr27OnK4/EEbDZbuH//fhNi39atW83YbLbQ2dlZ6OTkJFy9enXbWj5ffPGFZa9evYQcDkfA5XIFM2fOtFMqlRgAwObNm804HI6Aw+EI2Gy2MDExsUdXZejo+l+3+Ph4s8mTJzu8znPS6XSPjrZHR0fbnDhxggEAIBaLuSwWy4XL5Qr69OnDy8jI6HDNpzdp0aJFNsR3qVvW2NjYnnK5vO1+ftCgQc5VVVXk7izLwYMHTRYuXGjTnXl0B9TpQRAEQRCkW2zZssV85MiRNRTKu7EWukrV4Rqjrw2LxVKlpqZ26/TMxDXMnTu3UiqVSpKTk4vmz5/P0mg0cOjQIeNt27b1PHfuXH5hYWFOVlaWxMTERAMA8O2331r897//Nb5165Y0Pz9fkpGRkduzZ091Y2MjVlRUpBcXF2f9xx9/5OXn50vS0tJyvby8FN15HYR3pUO8efPmR8QiugAACQkJ9/Ly8iQRERFVCxcutG+f/m2WW7esO3bssGxoaGi7n7906VKhubm5prvyVqlUMGHChLrU1NQeup2t98F7VVgEQRAEQd4fhw4dMhs/fnwtAEBKSgrDy8uLO3ToUCcnJydhRESEg0ajge+++858xowZbTeVcXFx5jNnzrSrr68n+fv7O3O5XAGbzRbu3LnTFKB1cdKoqChbkUjEF4lE/OzsbAMAgAMHDpi4urry+Hy+YMCAAZzS0lIKQOsT8vDwcEcfHx/22LFje6WlpVFFIhGfx+MJOByOICsrywAAYNu2bUxie0REhONfuanNy8vTZ7PZQoDWKMWwYcOc/Pz82I6Oji5z5861I9IdO3bM2N3dnScQCPjBwcG96+rqSAAAMTEx1i4uLnw2my0MDw931Gq1ANAaeZg/f75t3759uV999ZWlbp59+vRpJpPJUFFRQfn222+t161b95DFYqkAAOh0Or548eIqAIBNmzZZ79y58wFxQ0ylUvG1a9dWMJlMbXl5uZ6hoaGW6CCZmJhoeTxeCwDA9evXaW5ubjwOhyMYOnSo05MnT56JIhw6dMj4o48+aotupaSkMAYPHuzc1XXa2tqKYmJirD09Pbm7d+9+qWhRZ99vXV0dady4cSwiSrV3794eAAA7duxgElGrqKgoW91zzZo1y04gEPC9vb05jx49ogB0HrkKDAxsePDggcHT+vSIjo62cXV15f33v/816qzNHDlyxFggEPC5XK7A29ubAwBQWVlJHjJkiBOHwxG4ubnxbty4QQNobZ+hoaEssVjMtbOzE3311Vc9ibyXLVtmxWKxXAYMGMApKChoizYRZf3qq696Pn78WG/QoEGcfv36cYi6LS8vpwC0RvbYbLaQzWYLY2NjewK0ttHevXsLw8LCHJ2dnYU+Pj7shoYGDAAgJyfHwM/Pjy0UCvmenp7c9PR0KpHfzJkz7fr168eZN2+eHYlEggEDBsiTk5PbIozvA9TpQRAEQZAP3Z/T7SFVzH2tP39Of+7pt67m5mastLTUgMvlthDbsrKyDL///vvSvLy8nOLiYoOEhATTGTNmyM6ePWtCDLNKTEw0nz17dvWxY8eMraysVHl5eZKCgoKcsWPH1hPnMTY21mRlZeXOmTPn8SeffGIPADB06NCGu3fvSnNzcyXjxo2TxcbGWhHpMzMz6WfOnCk8derU/S1btljMmzevUiqVSjIzM3N79erVcufOHeqRI0eYaWlpUqlUKiGRSPj27dvN/m61SyQS+okTJ+7l5ubm/PLLL6aFhYV65eXllLVr11pfvnw5XyKR5Pbp00exZs0aSwCAJUuWPM7Ozs4tKCjIaWpqIiUlJbXdVNbW1pJv3bqV9+WXX1bq5vH7778bkkgk3NraWl1QUEDz8fF5LkJTU1NDUigUJKIj017//v0V5ubmKnt7e9G4ceNYBw4caMt36tSpvdauXfswPz9fIhQKm5YtW/bMsKYxY8bUp6enG9bX15MAAA4ePGg6btw4WVfXCQBApVK1t2/fzps9e3bNy9RlZ9/v8uXLrY2NjTX5+fmS/Px8yccffywvLi7W++KLL2wvXryYL5FIctLT0w337dvXAwCgqamJ1KdPH4VEIsn18fGRL1++vMthWseOHTPh8XhNxLEuLi5NmZmZUgsLC3VHbebRo0eU+fPns44dO1aUl5cnOXHiRBEAwNKlS23c3NwU+fn5kjVr1pRNmTKlF5FHYWEh9dKlS/m3bt3K3bhxo41SqcSuXLlCP378ODMrK0uSkpJSmJGRYdi+bKtWrXrcs2dP1aVLl/Jv3LiRr7vvypUr9AMHDpjdvn07Ny0tLTchIcHi2rVrNACAkpIS6oIFCx4XFhbmmJiYaBISEkwBAGbOnOm4bdu2kpycnNwNGzY8jIqKahtaWFRURL127Vr+zp07HwIAeHl5NV65csXoZb67d8W7EW9GEARBEOSDUlFRQWEwGM+ES0QiUaNAIGgBABg/frzsypUrRtOmTavx8fGRJycnm4hEomaVSoWJxeImKpWqXblypX1UVJTtqFGj6oKCghqI80yZMkUGADBr1izZqlWr7AEA7t+/rz969Gi7J0+e6LW0tJDs7e2VRPqgoKBaIyMjHADA29u7cePGjdYPHz7UDwsLqxGJRMrU1FRGdnY23c3NjQ8A0NzcTOrZs+ffHr/k6+tbb2ZmpgEAcHZ2bi4qKjKQyWTkoqIiqlgs5gEAqFQqzNPTswEA4PTp04xNmzZZNTc3k2praykCgaAJAOoAAMLDw2W6596+fbvloUOHzAwNDTUJCQn3SKTOn2PjOA4YhrV9Pnr0qPHKlSvt5HI5ee/evfeGDh3aePny5YJLly7Rz549a7x8+XL7tLQ0w5UrV1bK5XLyxx9/3PC0vqtDQ0OfeWdJT08P/P3965OSkkymTZtW8/vvv5ts3br1YWpqKqOz6wQAmDx58kt1dgidfb+XL182TkpKahtSaGFhoTlz5gyjf//+chsbGzUAwIQJE2SXLl0ymjRpUi2JRIKZM2fKAACmT59ePXbsWOeO8ps8eXJvKpWqtbOzU27fvr0EAIBMJsPUqVNrAAA6azMXL140FIvFcqKDaWlpqQEAuHnzJuPo0aOFAAAjR46Uz549m1JdXU0GABg2bFgtjUbDaTSamslkqh4+fEi5cOGC0UcffVTLYDC0RJpXqa+LFy8affTRR7XGxsZaAICPP/645sKFC4zQ0NBaW1tb5YABA5oAADw8PBTFxcUGdXV1pPT0dKPQ0FAn4hwtLS1tjWbs2LHPDFO1srJSV1RU6L9Kmd421OlBEARBkA9d/92lbzpLQ0NDbUtLyzN34ro33rqfZ8+eXfX1119bcTic5okTJ1YBALi6uirv3LkjOXr0qMnKlSttz58/X79x48ZyAADdG3wMw3AAgPnz5zt8+umnFZGRkXUpKSmM2NjYtif4hoaGWuL3uXPnyvz8/BqPHz9uEhwczNm2bVsxjuNYaGho9Q8//FD2OutAX18fJ34nk8m4SqXCcBwHX1/f+lOnTt3XTatQKLDFixc73rhxQ+Ls7KxatGiRTXNzc9uFEje/OtdRGRsb+0zUx9nZuenatWv0kSNHynW3M5lMLY1G00qlUn0ej9cSEhJSHxISIgkICHBWKpUkgNY6DQgIUAQEBCiCg4PrZ86cyVq5cuUz5+9MWFiY7Icffuhpbm6ucXV1VZiammo7u87OrudFOvt+23foiG0vq/2xhISEhHsDBw58Jmqmr6+vJW78O2sz+/fvN+nonB2ViWi7BgYGuu0E1Go11lXZXkZXddC+XTY1NZE0Gg0wGAy1VCqVdHSMkZHRM99XU1MTRqVSX+k7fNvQ8DYEQRAEQV47CwsLjUajwRQKRdudW1ZWlqFUKtXXaDRw5MgRpp+fnxwAYPDgwY3l5eX6x48fN5sxY4YMoHUmNAaDoZ03b54sOjq68u7du3TiPAkJCUwAgF27dpl6eHg0AgDI5XKyg4ODCgBg7969nQ5Nk0gk+nw+X7lq1arHw4YNq7179y4tKCioPiUlxbSsrIwC0Pr+RX5+vj4AwJgxY1gXLlygd3a+V+Xv79+YlpZmRLyLJJfLSZmZmQYKhYIE0PoEva6ujnTq1KlXnhlt6dKlFStWrLArKSmhALTemBLviERHR5fPmjXLkZjZS6vVAtHhKS4u1rt69WrbNaalpdFtbW1bzMzMNMbGxprU1FQjAIBdu3aZeXt7N7TP9+OPP5bn5OTQd+7caR4aGirr6jo7KvfatWst1q5da9HVtXX2/fr7+9dv2rSp7T2YJ0+ekAcOHNh448YNRnl5OUWtVsPhw4eZ/v7+DcR1E+/u7N2710wsFsvb5/UyOmszAQEBjTdu3GBIpVJ9YjsAQP/+/eV79uwxA2h978nU1FTNZDI77TQMHjy44ddff+3R0NCA1dTUkM6dO9ejo3SGhoYa4l2p9sf/9ttvPeRyOam+vp7022+/mQYEBHR6rUwmU2tnZ9dCvGOl1Wrhjz/+oHWWPi8vjyoUCps62/8uQpEeBEEQBEG6xcCBA+vOnj1rRMw05e7u3rB48WI7qVRK69evn3zSpEm1RNrRo0fXZGZm0i0sLDQAALdv36Z99tlndiQSCSgUCr5t27YHRFqlUom5urrytFotRgxtWrly5aPw8HAnS0vLFi8vr8aSkpIOb7D37dvHPHz4sBmFQsEtLCxU33zzzSNLS0vNqlWrygIDAzlarRb09PTw+Pj4Eg6H05Kbm0u3t7fvcNq3hQsXOi5fvtweAMDa2rolOTn5hTO32djYqHfs2FEcFhbWmxg+9Pnnn5e5urrWRUZGPhEIBEI7O7sWNze3xpeu6KcmTJhQV1FRQQkMDOQSEZDIyMgqAIClS5c+USgUJC8vL76+vr7W0NBQKxaLG7y9vRXV1dXkmJgYu8rKSj0DAwOcyWSqdu7cWQIAsGfPnvtRUVGOCxYsIDk4OCgPHjxY3D5fCoUCgYGBdUeOHDE7dOhQ8QuuU9n+eKlUSvPx8XmuM6VWqzEDAwMtQOff7zfffFM+bdo0BzabLSSRSPiKFSseTZkypXb16tVlgwYN4uA4jgUGBtZNnDixFgCARqNpc3JyaEKh0IrBYGiOHTv2l2bb8/T0bO6ozQQGBjbGx8cXjxkzxlmr1YKZmZnq+vXrBevXr38UERHB4nA4AhqNpt27d2+HETCCr6+vYsyYMTIXFxehra2tUiwWP1c/AABTpkypCg4OZvfs2VOl+16Pr6+vIiIiorpPnz58AIBJkyY98fHxacrLy+t0SNrBgwfvzZo1y3H9+vXWarUaGzNmjMzb27vDjs3ly5cZ69evf62R0e6GvUoIEEEQBEGQ90NGRkaxm5tb1dssw7Vr12gbNmywOnHixP2UlBRGXFyc5YULFwo7ShsQEOAcHR1dOWrUqC6fvNva2orS0tJyra2tu33OYJlMRoqMjGSdPn26W6eh/qcLCAhwPn36dBGVSn3mpnTGjBn2bDa7efny5U/eVtmQ55WWllLGjx/f+48//sh/ceo3KyMjw9zNzY3V0T40vA1BEARBkG7h4+PT5O/vX9/V9M9VVVVkFovlQqVStS/q8LxpTCZTizo83e/ChQuF7Ts8AwcOZEskEtqsWbNknR2HvB337t3Tj4uLe+PvCf5dKNKDIAiCIB+gdyHSgyAI8iahSA+CIAiCIAiCIP9YqNODIAiCIAiCIMgHDXV6EARBEARBEAT5oKFOD4IgCIIgCIIgHzTU6UEQBEEQpFs0NDRgffv25XY1e9v7KiQkhEUsckkoLi7WCwoK6t3deS9atMimZ8+erjweT8Bms4X79+83IfZt3brVjM1mC52dnYVOTk7C1atXWxL7vvjiC8tevXoJORyOgMvlCmbOnGmnVCoxAIDNmzebcTgcAYfDEbDZbGFiYmKPrsrQ0fUjnaPT6R4Az7aR69ev05KTk9u+u/3795usWLHCqjvLsWjRIhuiTcyePdvul19+YXRnfu8S1OlBEARBEKRbbNmyxXzkyJE1FMq7sRa6StXhGqOvDYvFUqWmpnbrFNfENcydO7dSKpVKkpOTi+bPn8/SaDRw6NAh423btvU8d+5cfmFhYU5WVpbExMREAwDw7bffWvz3v/81vnXrljQ/P1+SkZGR27NnT3VjYyNWVFSkFxcXZ/3HH3/k5efnS9LS0nK9vLwU3XkdhLfRIe7udtAV3TaSlpZG//XXX9s6PZGRkXVr166teFNliYmJebx+/fpu7WS9S1CnB0EQBEGQbnHo0CGz8ePH1wIApKSkMLy8vLhDhw51cnJyEkZERDhoNBr47rvvzGfMmGFPHBMXF2c+c+ZMu/r6epK/v78zl8sVsNls4c6dO00BWhcnjYqKshWJRHyRSMTPzs42AAA4cOCAiaurK4/P5wsGDBjAKS0tpQC0PtkODw939PHxYY8dO7ZXWloaVSQS8Xk8noDD4QiysrIMAAC2bdvGJLZHREQ4/pWb8by8PH02my0EAIiPjzcbNmyYk5+fH9vR0dFl7ty5dkS6Y8eOGbu7u/MEAgE/ODi4d11dHQkAICYmxtrFxYXPZrOF4eHhjlqtFgAAxGIxd/78+bZ9+/blfvXVV5a6efbp06eZTCZDRUUF5dtvv7Vet27dQxaLpQIAoNPp+OLFi6sAADZt2mS9c+fOB+bm5hoAACqViq9du7aCyWRqy8vL9QwNDbVEB8nExETL4/FaAFqjEW5ubjwOhyMYOnSo05MnT8jtvmPjjz76qC26lZKSwhg8eLBzV9dpa2sriomJsfb09OTu3r2702iRblQCAIDNZgvz8vL08/Ly9Hv37i0MCwtzdHZ2Fvr4+LAbGhowoq6mT59u7+HhwWOz2cILFy7QiXPptoNHjx5R/vWvfzm5uLjwXVxc+GfPnjUEAKirqyONGzeORUS99u7d2wMAYMeOHUwiChYVFWVLlIlOp3t88skntlwuV+Dm5sYj2p1UKtV3d3fnubi48D/99FOb9m2kubkZ++abb2xOnTplyuPxBDt37jSNj483mzx5sgMAQH5+vr63tzeHw+EIvL29OQUFBfoArRG2qVOn2nt4ePDs7OxEutG2//znP5YuLi58DocjWLhwYVuey5Yts2KxWC4DBgzgFBQUGBDbORxOS21tLaWkpOTdeCrRzVCnB0EQBEE+dH9Ot4dUMfe1/vw53b6rLJubm7HS0lIDLpfbQmzLysoy/P7770vz8vJyiouLDRISEkxnzJghO3v2rAkxzCoxMdF89uzZ1ceOHTO2srJS5eXlSQoKCnLGjh1bT5zH2NhYk5WVlTtnzpzHn3zyiT0AwNChQxvu3r0rzc3NlYwbN04WGxvb9gQ7MzOTfubMmcJTp07d37Jli8W8efMqpVKpJDMzM7dXr14td+7coR45coSZlpYmlUqlEhKJhG/fvt3s71a7RCKhnzhx4l5ubm7OL7/8YlpYWKhXXl5OWbt2rfXly5fzJRJJbp8+fRRr1qyxBABYsmTJ4+zs7NyCgoKcpqYmUlJSUlsUoLa2lnzr1q28L7/8slI3j99//92QRCLh1tbW6oKCApqPj89zEZqamhqSQqEgER2Z9vr3768wNzdX2dvbi8aNG8c6cOBAW75Tp07ttXbt2of5+fkSoVDYtGzZMhvdY8eMGVOfnp5uWF9fTwIAOHjwoOm4ceNkXV0nAACVStXevn07b/bs2TV/pW5LSkqoCxYseFxYWJhjYmKiSUhIaLv5VygUpPT0dGl8fPyD2bNn9yK267aDOXPm2C9atKgyOzs79/jx40Vz585lAQAsX77c2tjYWJOfny/Jz8+XfPzxx/Li4mK9L774wvbixYv5EokkJz093XDfvn09AACamppI3t7eDXl5eRJvb++GLVu2WAAAzJs3z2HmzJlPsrOzc62srJ4LLVGpVPyzzz57NGLEiBqpVCqZNWvWM/Uwd+5ch4iIiOr8/HzJhAkTqqOiotr+3iorK/XS0tKkJ0+eLPj8889tAVo7mIWFhdTMzMzc3Nxcyd27d+mnT582unLlCv348ePMrKwsSUpKSmFGRoahbj4ikUjx+++/G/2V7+B984/o2SEIgiAI8mZVVFRQGAzGM+ESkUjUKBAIWgAAxo8fL7ty5YrRtGnTanx8fOTJyckmIpGoWaVSYWKxuIlKpWpXrlxpHxUVZTtq1Ki6oKCgBuI8U6ZMkQEAzJo1S7Zq1Sp7AID79+/rjx492u7Jkyd6LS0tJHt7eyWRPigoqNbIyAgHAPD29m7cuHGj9cOHD/XDwsJqRCKRMjU1lZGdnU13c3PjAwA0NzeTevbs+bfHXfn6+tabmZlpAACcnZ2bi4qKDGQyGbmoqIgqFot5AAAqlQrz9PRsAAA4ffo0Y9OmTVbNzc2k2tpaikAgaAKAOgCA8PBwme65t2/fbnno0CEzQ0NDTUJCwj0SqfPn2DiOA4ZhbZ+PHj1qvHLlSju5XE7eu3fvvaFDhzZevny54NKlS/SzZ88aL1++3D4tLc1w5cqVlXK5nPzxxx83PK3v6tDQ0GfeWdLT0wN/f//6pKQkk2nTptX8/vvvJlu3bn2YmprK6Ow6AQAmT578lzo7BFtbW+WAAQOaAAA8PDwUxcXFbRGMiIgIGQBAcHBwQ0NDA6mqqooM8Gw7uHbtmnFBQQGNOKahoYFcU1NDunz5snFSUlLbEEULCwvNmTNnGP3795fb2NioAQAmTJggu3TpktGkSZNq9fT08LCwsDoAAE9Pz8bz588bAwDcuXPH6PTp00UAAHPmzKles2ZNW6TvZaSnpxsSx0dFRcm+/PLLtuNHjhxZSyaTwdPTs7m6uloPACA1NdX48uXLxgKBQADQ2vGTSqVUuVxO+uijj2oZDIYWAGDYsGG1uvlYWFioy8rK9F+lbO8r1OlBEARBkA9d/92lbzpLQ0NDbUtLyzN34ro33rqfZ8+eXfX1119bcTic5okTJ1YBALi6uirv3LkjOXr0qMnKlSttz58/X79x48ZyAADdG3wMw3AAgPnz5zt8+umnFZGRkXUpKSmM2NjYtoiEoaGhlvh97ty5Mj8/v8bjx4+bBAcHc7Zt21aM4zgWGhpa/cMPP5S9zjrQ19fHid/JZDKuUqkwHMfB19e3/tSpU/d10yoUCmzx4sWON27ckDg7O6sWLVpk09zc3HahxE2rznVUxsbGPhP1cXZ2brp27Rp95MiRct3tTCZTS6PRtFKpVJ/H47WEhITUh4SESAICApyVSiUJoLVOAwICFAEBAYrg4OD6mTNnslauXPnM+TsTFhYm++GHH3qam5trXF1dFaamptrOrrOz6+kIhULBiSF+AABENBDg+bptampqq6vO2pluO8BxHNLS0nKJTpDu9vbH4/gzSZ4rI9EeKRQKqNXqtoNJJFLnB/4NVCq17bxE2XAch+jo6PIlS5ZU6aaNjY3t2f56dDU3N2M0Gu2F38WHAA1vQxAEQRDktbOwsNBoNBpMoVC03XFlZWUZSqVSfY1GA0eOHGH6+fnJAQAGDx7cWF5ern/8+HGzGTNmyABaZ7liMBjaefPmyaKjoyvv3r1LJ86TkJDABADYtWuXqYeHRyMAgFwuJzs4OKgAAPbu3dvp0DSJRKLP5/OVq1atejxs2LDau3fv0oKCgupTUlJMy8rKKAAAlZWV5Pz8fH0AgDFjxrCI90JeB39//8a0tDQj4l0kuVxOyszMNFAoFCQAACsrK3VdXR3p1KlTrzwz2tKlSytWrFhhR7yj0dTUhH311Vc9AQCio6PLZ82a5UhEPbRaLRAdnuLiYr2rV6+2XWNaWhrd1ta2xczMTGNsbKxJTU01AgDYtWuXmbe3d0P7fD/++GN5Tk4OfefOneahoaGyrq6zo3KvXbvWYu3atRbtt7NYLOXdu3cNAQCuXr1KLysr6/D49g4ePGgKAHDmzBkjBoOhIaJtunx9fevXr1/fk/h8/fp12tNy12/atKlt+5MnT8gDBw5svHHjBqO8vJyiVqvh8OHDTH9//+fqQVefPn0adu7cyQQA2LlzZ4ft0djYWNPQ0NDhvbiHh0fjzz//bArQ+j6Rl5dXl/kFBwfX79u3z5x4b+r+/ft6ZWVllMGDBzf8+uuvPRoaGrCamhrSuXPneugeV1RURHVzc2vq6twfChTpQRAEQRCkWwwcOLDu7NmzRqNHj5YDALi7uzcsXrzYTiqV0vr16yefNGlSLZF29OjRNZmZmXQLCwsNAMDt27dpn332mR2JRAIKhYJv27btAZFWqVRirq6uPK1WixFDkVauXPkoPDzcydLSssXLy6uxpKSkwxvkffv2MQ8fPmxGoVBwCwsL1TfffPPI0tJSs2rVqrLAwECOVqsFPT09PD4+voTD4bTk5ubS7e3tO5zua+HChY7Lly+3BwCwtrZuSU5OfuHMbTbPF0N5AACe4UlEQVQ2NuodO3YUh4WF9W5pacEAAD7//PMyV1fXusjIyCcCgUBoZ2fX4ubm1vjSFf3UhAkT6ioqKiiBgYFcImIRGRlZBQCwdOnSJwqFguTl5cXX19fXGhoaasVicYO3t7eiurqaHBMTY1dZWalnYGCAM5lM1c6dO0sAAPbs2XM/KirKccGCBSQHBwflwYMHi9vnS6FQIDAwsO7IkSNmhw4dKn7BdSrbHy+VSmk+Pj7P3dRPnjy5Zv/+/WY8Hk/g7u7e6Ojo2Pwy9WBqaqrx8PDgNTQ0kH/66acOI00//fRT6cyZMx04HI5Ao9Fg/fr1kw8YMKDkm2++KZ82bZoDm80WkkgkfMWKFY+mTJlSu3r16rJBgwZxcBzHAgMD6yZOnFjbVRm2bdtWEhYW1nvbtm2WI0eO7HAoX3BwsHzjxo3WPB5PsHjx4nLdfT/++GPJlClTWN9//72VmZmZOiEhobir/MaOHVufk5ND7du3Lw8AgE6na/fv33/f19dXMWbMGJmLi4vQ1tZWKRaL2+pZqVRixcXFBgMHDnzltvY+wroK2SEIgiAI8n7KyMgodnNzq3pxyu5z7do12oYNG6xOnDhxPyUlhREXF2d54cKFwo7SBgQEOEdHR1eOGjVK3tF+gq2trSgtLS3X2tq62+c6lslkpMjISNbp06e7dRrqf7qAgADn06dPF+kO2/qrxGIxd+PGjaUDBw58I1Nuv88SEhJ63L59m/79998/ettleV0yMjLM3dzcWB3tQ8PbEARBEATpFj4+Pk3+/v71XU3/XFVVRWaxWC5UKlX7og7Pm8ZkMrWow9P9Lly4UPg6OjzIq1Gr1dh//vOfl3pv60OAIj0IgiAI8gF6FyI9CIIgbxKK9CAIgiAIgiAI8o+FOj0IgiAIgiAIgnzQUKcHQRAEQRAEQZAPGur0IAiCIAiCIAjyQUOdHgRBEARBukVDQwPWt29fblezt3Vk//79JitWrLB6nWXJy8vTZ7PZwvbbo6OjbU6cOMF4nXl1pKSkhDJ8+PDe9vb2Lk5OTsJBgwY5E4t1ZmVlGQQEBDjb29u7CIVCfr9+/TinT582AgAoLS2lBAQEOHO5XAFxHACARqOBqVOn2rPZbCGHwxG4uLjwpVKpfldlsLW1FZWXl3frGo0hISGsPXv2mAK0Th99+fLlZxZ2bV+GlJQURkBAgDMAQHx8vJmpqakbj8cTODk5CePi4sy7s6wvQ7fdXL58mT516lR7gNZynzt3zpBI9+2331ps3bq100VxX4fm5mbMy8uLq1J1uGwU8gJocVIEQRAEQbrFli1bzEeOHFlDobza7UZkZGQdANR1T6metXnz5m5do0StVgOJRIKRI0c6R0REVKekpNwDALh+/Trt0aNHes7Ozi0jRoxgf/3116VPrxtu3bpF/eOPPwyDg4Mbli1bZjt48OD6//znP48BAG7cuEEDAPj555+ZFRUVelKpNIdMJkNRUZGesbGxtjuvBQBAq9UCjuNAJpO75fwjRoyoSUhIKCkrK6O4uLgIx48fX2tvb9/Wa1apVKCnp9cteb/IwIEDFcT6P7///jvDyMhIM3To0EaA1sVfuzNvtVoNVCoVHzRoUP3PP//MjIqKknVnfh8iFOlBEARBEKRbHDp0yGz8+PG1AAAPHjzQ8/Ly4vJ4PAGbzRampqYaAQAcOXLEWCAQ8LlcrsDb25sD0PrEf/LkyQ4ArZGDiIgIB09PTy6LxXI5ePCgCQCAp6cn9/r16zQirz59+vCIDsGr0I1M2NraihYuXGgjEAj4HA5HkJ6eTgUAqK+vJ4WGhrJcXFz4fD5fkJiY2AOgNQrg6enJFQgEfIFAwCee/KekpDD69evHGTFiRC8ulytMSUlhUCgUXPfGeMCAAU1BQUENO3bsMOvTp08D0eEBAOjbt2/zggULqgEAKioq9Ozt7VuIff369WsCACgvL9eztLRUEZ0PJycnlYWFhQYAYMeOHUwOhyNgs9nCqKgo2/bXHBUVZbtu3ToL4vOiRYtsPv/8c0sAgP/85z+WLi4ufA6HI1i4cKENcZ29e/cWTpw40UEoFAqKioq6jCi9Dra2tmoHBwdlYWGhfkhICGvmzJl2/fr148ybN88uJyfHwM/Pjy0UCvmenp5c4nsqLS2lDB061InL5Qq4XK6A+D6++OILSzabLWSz2cLY2NieutcUFhbm6OzsLPTx8WE3NDRgAABXrlyhc7lcgbu7O2/Tpk09iTIRUam8vDz9hIQEi+3bt1vyeDxBamqq0aJFi2xWr15tCdDaoXVzc+NxOBzB0KFDnZ48eUIGaI18RUVF2YpEIj6LxXIh/gbUajXMmTPHjqj3DRs2mBP56bYjAIBx48bVJiUlMbu7/j9EKNKDIAiCIB+46Sen22c/zqa/OOXLc+npotg9andpZ/ubm5ux0tJSAy6X2wIAsHv3bmZgYGDd+vXrK9RqNcjlctKjR48o8+fPZ128eFHK4/FaKisrOwwflJaWGty8eTNPIpEYDBkyhDtq1KisqVOnVv3888/mAwYMKM3MzDRoaWnBiA7B32Fubq6WSCS569ats1i3bp1lcnLygxUrVlgHBATUHz58uLiqqors5eXFHzlyZL2NjY36ypUr+XQ6Hc/KyjIIDw/vnZ2dnQsAkJmZaZienp7D4/Favvrqq55ubm6KjvLLycmhenh4dLgPAODf//7346lTp/b+8ccfFf7+/vVRUVHVLBZLNWnSJNnAgQN5PB6P4efnVz916tRqHx+fpuLiYr0vvvjC9vbt27kWFhZqPz8/zr59+3pMmjSpljjnxIkTZdHR0Q7Lly9/AgBw8uRJ09TU1IJjx44ZFxYWUjMzM3NxHIchQ4Y4nz592qh3794txcXF1J07dxYnJiaW/N06fhkSiUS/tLTUQCAQKAEAioqKqNeuXcunUCjg7e3N+emnnx6IRCLl77//bhgVFeXw559/5s+dO9fBz89Pvnr16iK1Wg11dXXkK1eu0A8cOGB2+/btXBzHwdPTkx8YGCg3NzfXlJSUUBMTE+8NGDDgwUcffdQ7ISHBdN68ebIZM2awvvvuu5KPP/64Yc6cOXbty8blclsmT578xMjISBMbG1sJAHD27FljYv/UqVN7EcdHR0fbLFu2zGb37ta/FbVajWVlZeUmJyebxMbG2gQFBeVv3rzZ3MTERJOdnZ3b1NSE9e3blzdixIh6gGfbEQBA3759mzIzMw3blwl5MRTpQRAEQRDktauoqKAwGIy2YUn9+/dvPHjwoPmiRYtsbt68STM1NdVevHjRUCwWy4kbOktLS01H5woJCZGRyWQQiURKe3t75d27d6lTp06tOX/+vIlSqcS2b99uHhER8VoWYo2IiKgBABCLxYrS0lIDAICLFy8af/fdd9Y8Hk/g6+vLVSqVWGFhoX5LSwsWERHB4nA4gtDQUKeioiIqcR5XV9dG4rpexdChQ53YbLZw2LBhTk+vvb6wsDBr2rRpVXl5eTRPT0/Bo0ePKE5OTqrCwsLs2NjYhyQSCT766CPuyZMnGVevXjXs37+/3MbGRq2npwcTJkyQXbp0yUg3Dx8fn6bq6mpKcXGx3h9//EEzMTHRsNnsltTUVOPLly8bCwQCwdOIDlUqlVIBAKytrVsCAwMb/07ddgbDsLbfT506Zcrj8QRhYWG9N2/e/IBoE2PHjq2hUChQV1dHSk9PNwoNDXXi8XiCefPmOT5+/FgPAOD69euMJUuWPAEAoFAoYGZmprl48aLRRx99VGtsbKw1MTHRfvzxxzUXLlxgAADY2toqBwwY0AQA4OHhoSguLjaorq4my+Vy8scff9wAADB9+vTqV7mW9sfPmjWr+s8//2yr/9DQ0BoAgAEDBjQ+fPhQHwDg/PnzxocOHTLj8XgCDw8Pfk1NDUUikVABnm9HFAoF9PT08JqaGnQP/4pQpAdBEARBPnBdRWS6i6GhobalpaXtxiw4OLjh8uXLeUePHjWZOnVqrwULFlSampqqdW94O9M+DYZhwGAwtH5+fvUHDhzo8csvvzBv374teR3lplKpOAAAhULB1Wo1BgCA4zgcOXKk0M3NTambdtGiRTY9e/ZUHT169L5WqwUajeZJ7KPT6W3v14hEoqYTJ06YdpSfUChsvnLlSttN8blz54ouX75Mj4mJsSe2WVpaaubOnSubO3euLCAgwPns2bNGU6dOraXRaPj48ePrx48fX29paak6duxYjyFDhshf5jpHjBhRk5iYaFpRUaEXEhIiI64zOjq6fMmSJc90IPPy8vR1r+fvMDU1VVdVVZGtra3VAK2dBCaT2dY5Jt7paX+ckZGRFqB1AgcGg6GWSqUv9X3jON7pPn19/badZDIZb2pqIuE4/lx7e5102hdoNBqifWFxcXElISEh9bppU1JSGB3Vu0qlwuh0eucXhnQI9RIRBEEQBHntLCwsNBqNBlMoFBgAQH5+vr6tra1q8eLFVRMnTqy6c+cOPSAgoPHGjRsMYtaxzoa3HTt2zFSj0UBOTo5BaWmpgZubWzMAwNy5c6uWLVtm7+bm1khEBC5cuEAfM2YM63VeS0BAQH1cXJylVtt6/3nt2jUaAEBdXR3Z2tpaRSaTYdu2bWYaTYeBKhgxYoS8paUF052N7NKlS/Rff/3VaNasWdVpaWlG+/fvNyH2NTY2tt2f/fLLLwy5XE4CAKipqSE9ePDAoFevXi1Xr16lFxcX6wG0dgSysrJojo6OLQMHDmy8ceMGo7y8nKJWq+Hw4cNMf3//hvZlmjRpkuzo0aPMlJQU04kTJ9YAAAQHB9fv27fPvK6ujgQAcP/+fb2ysrIOH5CPGTOGdeHChVceMjlgwAD5rl27zABa32XZv3+/mb+//0t11AAAmEym1s7OrmX37t2mAK0TK/zxxx80AAAfHx/5hg0bLIhzy2Qy0uDBgxt+++23HnK5nFRfX0/67bffTAMCAjrNz9zcXGNkZKQ5c+aMEQDA3r17O3x/hsFgaORy+XPt1czMTGNsbKwh3tfZtWuXmbe393P1r2vo0KF1P/74o4VSqcQAADIzMw3q6+s7vEevqKggm5qaqg0MDFCn5xWhSA+CIAiCIN1i4MCBdWfPnjUaPXq0/MyZM4z4+HgrCoWC0+l0zf79++/b2Nio4+Pji8eMGeOs1WrBzMxMdf369YL253F2dlaKxWJudXW13ubNmx8QT7n9/PwUhoaGmmnTprVFJoqLiw1oNFqHN4T37983sLS0dCU+f/PNNy8VAVu3bt2j2bNnO/B4PAGO45idnZ3ywoULhdHR0Y9DQkKcTpw4Yerr6yun0WgdRkNIJBL88ssvRfPmzbPfvHmzlYGBAW5nZ6fcsmVLqZGREX7y5MnC6Ohou2XLljmYm5urDA0NNStWrHgEAHDr1i36woULHchkMo7jODZp0qSqQYMGKY4cOWI8Z84cRyKa5u7u3rh8+fLHdDodX716ddmgQYM4OI5jgYGBdRMnTqxtXyYvL6/mxsZGkqWlZYujo6MKAGDs2LH1OTk51L59+/IAWqNV+/fvv0+hUJ6rz9zcXLq9vf0L504eM2YMmzi+T58+DYmJiQ+mTp3qwOVyBTiOw+DBg+ujoqJeaQjZwYMH782aNctx/fr11mq1GhszZozM29u76ccffyyZOnWqI4fDMSeRSLB169YHQ4YMaYyIiKju06cPHwBg0qRJT3x8fJry8vI6nYxh165dxTNnzmTRaDTt4MGD6ztKExISUjtu3Din06dP99i8efMzkak9e/bcj4qKclywYAHJwcFBefDgweKurmfhwoVVxcXFBiKRiI/jOMZkMlW//fZbUUdpT58+bRwYGPhGZjb80GBdhf0QBEEQBHk/ZWRkFLu5ub2W91z+qmvXrtE2bNhgdeLEift/9RwhISGs4cOH102bNq2m/b7i4mI9f39/blFRUTYxi9mcOXPspk+fXv06JjVAOiaTyUiRkZGs06dP33vbZfmnGTZsmNOGDRseth9qibTKyMgwd3NzY3W0D0V6EARBEATpFj4+Pk23bt2qV6vV8Kpr9bzI1q1bzb766ivbtWvXluquGbNjx46HrzUj5DlMJlOLOjxvXnNzMzZy5Mha1OH5a1CkB0EQBEE+QO9CpAdBEORN6irSgyYyQBAEQRAEQRDkg4Y6PQiCIAiCIAiCfNBQpwdBEARBEARBkA8a6vQgCIIgCIIgCPJBQ50eBEEQBEG6RUNDA9a3b1+uWq1+peP2799vsmLFCqvXWZa8vDx9NpstbL89Ojra5sSJE4zXmVdHSkpKKMOHD+9tb2/v4uTkJBw0aJBzZmamAQBAVlaWQUBAgLO9vb2LUCjk9+vXj3P69GkjAIDS0lJKQECAM5fLFRDHAbQuSDp16lR7Npst5HA4AhcXFz6xyGtnbG1tReXl5d06c29ISAhrz549pq/rfCkpKYyAgADnjvYNGjTIuaqqigwAQCaTPXk8noDNZguDg4N7Ewu6vk1isZh7+fJlOsD/ylpVVUVet26dBZGmuLhYLygoqHd3l2X27Nl2v/zyS7e383fZW28QCIIgCIJ8mLZs2WI+cuTImledrjoyMrJu7dq1Fd1UrGds3rz50ejRo+XddX61Wg1arRZGjhzpPHDgQHlpaWl2UVFRzjfffFP26NEjPYVCgY0YMYI9c+bMJ6Wlpdk5OTm5W7duLSkoKDAAAFi2bJnt4MGD6/Py8iRFRUU53377bRkAwM8//8ysqKjQk0qlOfn5+ZKTJ08WmpmZabrrOgharRY0mm7P5qVcunSp0NzcXAMAYGBgoJVKpZKCgoIcPT09PC4uzkI37at2vF83oqzV1dXkXbt29SS2s1gsVWpqardO/61WqyEmJubx+vXrX+uDhPcN6vQgCIIgCNItDh06ZDZ+/PhaAIAHDx7oeXl5cYmn8ampqUYAAEeOHDEWCAR8Lpcr8Pb25gAAxMfHm02ePNkBoDVyEBER4eDp6cllsVguBw8eNAEA8PT05F6/fp1G5NWnTx/ejRs3aM8V4gV0IxO2traihQsX2ggEAj6HwxGkp6dTAQDq6+tJoaGhLBcXFz6fzxckJib2AGiNHnl6enIFAgFfIBDwz507ZwjQGp3o168fZ8SIEb24XK4wJSWFQaFQ8KVLlz4h8h0wYEBTUFBQw44dO8z69OnTEBkZWUfs69u3b/OCBQuqAQAqKir07O3tW4h9xKKr5eXlepaWlipijSInJyeVhYWFBgBgx44dTA6HI2Cz2cKoqCjb9tccFRVlqxttWLRokc3nn39uCQDwn//8x9LFxYXP4XAECxcutCGus3fv3sKJEyc6CIVCQVFRUZcRJUJMTIy1i4sLn81mC8PDwx21Wi0AAGRnZxsMGDCAw+VyBQKBgJ+Tk2Og1Wphzpw5dkTkaufOnW3RIrlcTh46dKiTk5OTMCLi/9m787Cmrvxx/O9sZIGA7BK2sGQHIgYCIhERtKKC0riiUHBqwWUsItV+rXVaSy1W/dQP+qkyOtqq1A0dQKtWnYqAtCCo7ItQwCibrAlbQpbfHzT8EINLC52Oc17PM8+Qu5xz7rnHPvfc9z3nhNlpO11jRa58fX17ampqiKPvg1KphOjoaBvt9e3Zs8dMe8727dstmUwml8VicdetW2cNAJCbm0vm8/lsJpPJnT17ttPTp09xAEMRnLVr11q7urpy6HS6i7Yt9/T0YBYsWODIZDK58+fPdxwYGMBo09eWdfPmzTYSiYTIZrO50dHRNiMjkH19fZjFixfTmUwml8PhcC9dukQFGPr3MGfOHCeRSMSwt7d3iYmJsdGme/HiRcMpU6awuVwuJygoyLG7uxurzS8+Pt5KIBCwjh07ZsxkMhVdXV34R48e/deu0flfe+EIgiAI8t9idfpq29LWUsp4puli4dJ3bOExyVj7BwYGMBKJhMhisRQAAMeOHTMJCAjo3r17d7NSqQSZTIZtbGzEb9iwgZ6ZmVnJZrMVLS0tOF1pSSQSYn5+flV5eTkxMDCQtXDhwpLIyMi2o0ePmvn4+EiKi4uJCoUCo+0Q/B5mZmbK8vLyisTERPPExETLs2fPNmzbts3K399fev78+fq2tjach4cHJyQkREqj0ZTZ2dnVFApFU1JSQlyxYoVjaWlpBQBAcXGx/v3798vYbLYiISHBgs/n9+nKr6ysjOTu7q5zHwDA+vXrWyMjIx0PHTrUN3PmTOnatWvb6XT6YHh4eMeMGTPYbDabKhKJpJGRke3Tp0/vr6+vJ3zyySfWhYWFFebm5kqRSMQ8efLkpPDw8C5tmqtWreqIjY21+/DDD58CAKSnpxtfu3bt4cWLFw1rampIxcXFFRqNBgIDA52vXr1q4OjoqKivrycdOXKk/tSpU49etS4/+OCD1r179zYBACxatMjhzJkzRmFhYd1hYWEO8fHxzREREV19fX0YlUqFOXHixKSSkhJyRUVFWVNTE14oFHLmzJnTAwBQUlKif//+/VImk6mYMWMG48SJE8ZRUVGduvIcHByEH374wXDOnDnS0fdh7969ZkZGRqrS0tKK/v5+jKenJzs4OFhaXFxM+v77740LCwsrqVSqWtsOIyMjHb766qtH8+fP74mNjaVt3bqVduzYUJtXKpWYkpKSirNnzxrt3LmTNnfu3Oq9e/dakMlkdXV1dXleXh55+vTp3NHl27dv3+MFCxaQKysrywGGOpTafbt377YAAKiuri6/f/8+ad68eYza2tpSAIDy8nJKUVFROZlMVjs7O7vEx8e36Ovra3bt2mWVlZVVbWhoqP7oo48mf/bZZ5baOieRSOrCwsIqbfqurq59P/74o0FkZGQX/BdCkR4EQRAEQcZdc3MznkqlDn9T5O3t3Xv69GmzuLg4Wn5+PtnY2FidmZmpLxQKZWw2WwEAYGlpqfO7KbFY3IHD4cDV1VVua2srf/DgASkyMrLz5s2bRnK5HHP48GGzsLCwcVmINSwsrBMAQCgU9kkkEiIAQGZmpuFXX31lxWazub6+viy5XI6pqanRUygUmLCwMDqTyeQuWbLEqba2lqRNx83NrVd7Xa9j9uzZTgwGgzdnzhynX69dWlNTUxIVFdVWVVVFFggE3MbGRryTk9NgTU1N6c6dOx9jsViYN28eKz09nZqTk6Pv7e0to9FoSgKBAMuWLeu4ffu2wcg8pk+f3t/e3o6vr68n/PTTT2QjIyMVg8FQXLt2zTArK8uQy+Vyf43okCorK0kAAFZWVoqAgIDe17mWq1evUt3c3NhMJpObm5tLLS0tJXd2dmJbWlr0IiIiugAAKBSKhkqlqrOzs6lLly7twOPxYGtrq/Ty8urJycmhAAC4urr2crlcBR6Ph6VLl3ZkZ2cbjM5LLpdj2Ww219XVlWtjY6N4//3320bfh5s3bxqeO3fOlM1mc93d3TmdnZ348vJy0o0bNwxXrVrVRqVS1QBD7bC9vR0nk8lw8+fP7wEAWLNmTfvPP/88nO+SJUs6AQB8fHx6Hz9+rAcAkJOTYxAeHt4OMBSRYzKZY3ZmdcnNzTWIiIhoBwBwd3cfoNFoipKSEhIAgK+vr9TU1FRFoVA0zs7OA7W1tcTMzEz92tpaklAoZLPZbO6ZM2dMHz16NNyJioiIeKZjaG5urnzy5MkrReneRCjSgyAIgiBvuBdFZCaKvr6+WqFQDL9cDQoK6snKyqq6cOGCUWRkpMPGjRtbjI2NlRgM5kXJAADA6GMwGAxQqVS1SCSSfvfdd5MyMjJMCgsLy8ej3CQSSQMAgMfjNUqlEgMAoNFoIDU1tYbP58tHHhsXF0ezsLAYvHDhQp1arQYymSzQ7qNQKGrt366urv1paWk6B/fzeLyBkQ/xN27cqM3KyqLEx8fbardZWlqqYmJiOmJiYjr8/f2dr1+/bhAZGdlFJpM1S5culS5dulRqaWk5ePHixUmBgYGvND4pODi489SpU8bNzc0EsVjcob3O2NjYpg8++OCZDmRVVZXeyOt5FX19fZjNmzfb5+XllTs7Ow/GxcXRBgYGsBqNRufxY20H0H3/R9OO6Rm9fWS5NRoNZt++fY/EYrF05DFXrlwxfJV2ONKIdgIqlWr45NdNZ6QX1YGent7wThwOpxkcHMRoNBrw9fWVXrp0qU7XOdpOnNbAwACGTCa/1n18k6BID4IgCIIg487c3FylUqkwfX19GACA6upqPWtr68HNmze3rVq1qu3evXsUf3//3ry8PKp21rGxPm+7ePGisUqlgrKyMqJEIiHy+fwBAICYmJi2rVu32vL5/F5tlOjWrVuU0NBQ+nhei7+/v3Tfvn2W2jEpd+7cIQMAdHd346ysrAZxOBx8/fXXpmMN8A8ODpYpFArMvn37hseQ3L59m/L9998brFmzpr2goMAgJSXFSLuvt7d3+PksIyODqp2JrLOzE9vQ0EB0cHBQ5OTkUOrr6wkAQzO5lZSUkO3t7RUzZszozcvLozY1NeGVSiWcP3/eZObMmT2jyxQeHt5x4cIFk8uXLxuvWrWqEwAgKChIevLkSTPtuJC6ujrCkydPdL4gDw0Npd+6dWvMTyb7+vqwAACTJ09Wdnd3Yy9dumQMAGBiYqKePHmy4uTJk5MAAPr7+zEymQzr5+cnS01NNVEqldDY2IjPz883EIlEvQBDn7dVVlbqqVQqSE1NNRGJRL9p4onZs2d3Hzp0yFwul2MAAIqLi4lSqRQ7d+5c6cmTJ8209dzS0oIzNTVVGRoaqrTjdf7xj3+YTps27bl6HMnX17fn1KlTJgAAd+/eJVVXVz9XP0ZGRqqR93es84uLi4lNTU16bm5uA2PlN3PmzN6CggKD0tJSIgCATCbDamcE1KW2tpbE5/N/9yeg/6lQpAdBEARBkAkxY8aM7uvXrxssWrRI9sMPP1CTkpIm4/F4DYVCUaWkpNTRaDRlUlJSfWhoqLNarQZTU9PB3Nzch6PTcXZ2lguFQlZ7ezth//79DRQKRQMAIBKJ+vT19VVRUVHDkYn6+noimUzW+cq8rq6OaGlp6ab9/cUXX7xSBCwxMbHxvffes2Oz2VyNRoOxsbGR37p1qyY2NrZVLBY7paWlGfv6+srGeouOxWIhIyOjdt26dbb79++fTCQSNTY2NvIDBw5IDAwMNOnp6TWxsbE2W7dutTMzMxvU19dXbdu2rREA4O7du5RNmzbZ4XA4jUajwYSHh7f5+fn1paamGkZHR9tro2lTpkzp/fDDD1spFIpmx44dT/z8/JgajQYTEBDQvWrVqq7RZfLw8Bjo7e3FWlpaKuzt7QcBAN5++21pWVkZydPTkw0wFCVJSUmpw+Pxz9VnRUUFxdbWdnD0dqVSiSESiWozMzPVypUrn3K5XJ6NjY2Cz+cPfxp36tSpujVr1th/9tlnNAKBoDl//nxteHh4V25urgGHw+FhMBjNp59++tjOzk5ZXFwMU6ZM6dm8ebNNZWUl2cvLSzZyfNLr2LRpU1t9fT3R1dWVo9FoMCYmJoNXrlypXbx4sfTevXuUKVOmcAgEgiYwMLD74MGDT44fP163du1a+40bN2Lt7Ozkp0+frn9R+vHx8a3Lly93YDKZXB6P1+fq6vrc54CTJ09WCQSCHgaDwZs1a1Z3XFxcq3bfli1bWsPDw+2ZTCYXh8NBcnJy/VhtGQCARqMpk5OT65cvX+6oUCgwAAB/+9vfnri5uclHHyuXyzH19fXEGTNmvNYnim8SzItCaQiCIAiC/GcqKiqq5/P54zLO5be6c+cOec+ePZPT0tJ0fn7zKsRiMX3BggXdugau19fXE2bOnMmqra0t1c5iFh0dbbN69er28ZjUANGto6MDu3LlSvrVq1efmWpZpVKBm5sb59tvv63z8PAYM0KB/PFOnDgxqbCwkPK///u/jf/uskykoqIiMz6fT9e1D33ehiAIgiDIhJg+fXr/zJkzpROxRsrBgwdNvb29OTt27Hii7fAAACQnJz9GHZ6JZWJioh7d4amvrycwmUze1KlTe1GH589HqVRiPv7445Z/dzn+nVCkB0EQBEHeQH+GSA+CIMgfCUV6EARBEARBEAT5r4U6PQiCIAiCIAiCvNFQpwdBEARBEARBkDca6vQgCIIgCIIgCPJGQ50eBEEQBEEmRE9PD8bT05P1urO3paSkGG3btm3yeJalqqpKj8Fg8EZvj42NpaWlpVHHMy9dHj16hF+wYIGjra2ti5OTE8/Pz89Zu5BkSUkJ0d/f39nW1taFx+NxvLy8mFevXjUAAJBIJHh/f39nFovF1Z4HMDQ9dGRkpC2DweAxmUyui4sLR7vI61isra1dm5qa0BqNr+Dy5ctUf39/Z4Bn2+PJkycnFRYWkrTH/RHtRygUsrKysigAAD4+PsynT5/qXMQXeTHU8BEEQRAEmRAHDhwwCwkJ6cTjX+9xY+XKld0A0D0xpXrW/v37J3TdEqVSCVgsFkJCQpzDwsLaL1++/AsAQG5uLrmxsZHg7OysCA4OZnz++eeSX68b7t69S/rpp5/0g4KCerZu3Wo9a9Ys6ccff9wKAJCXl0cGADh69KhJc3MzobKysgyHw0FtbS3B0NBQ5+Ko40mtVoNGo4GR04T/EQYHB4FAIPyheWqNbI9paWmTlEplt0AgGACY+PYz2ooVK9r37t1rvnv37uY/Mt83AYr0IAiCIAgyIc6dO2e6dOnSLgCAhoYGgoeHB4vNZnMZDAbv2rVrBgAAqamphlwul8NisbjTpk1jAgAkJSWZRkRE2AEMLU4aFhZmJxAIWHQ63eX06dNGAAACgYCVm5tL1uY1depUtrZD8DrEYjH9+PHjxgBDkZBNmzbRuFwuh8lkcu/fv08CAJBKpdglS5bQXVxcOBwOh3vq1KlJAEPRI4FAwOJyuRwul8u5ceOGPsBQlMDLy4sZHBzswGKxeJcvX6bi8XjNli1bnmrz9fHx6Z87d25PcnKy6dSpU3u0HR4AAE9Pz4GNGze2AwA0NzcTbG1tFdp92jWImpqaCJaWloPazoeTk9Ogubm5CgAgOTnZhMlkchkMBm/t2rXWo6957dq11omJieba33FxcbS//e1vlgAAH3/8saWLiwuHyWRyN23aRNNep6OjI2/VqlV2PB6PW1tbO2ZEaWRUoqmpCW9tbe0KMHRP58yZ4yQSiRj29vYuMTExNtpzKBSK+5o1a2y4XC5n2rRpzMbGRrw2rQ0bNlh7enqyEhISLLOzsymenp4sHo/H8fX1ZTQ0NBAAAEpLS4k+Pj5MFovF5XK5nLKyMqJarYbo6GgbbSTsyJEjxtp7IxQKWXPnznV0cHDghYSEOKjVQ33F1NRUQwcHB55AIGClpqZO0pZP2x5v3Lihf/PmzUnbt2+3YbPZ3LKyMuLI9pOenk7lcDhcJpPJXbJkCb2/vx/zW9pVT08PZsGCBY5MJpM7f/58x4GBAYy2LMuXL++6ePGi6Vj1j4wNRXoQBEEQ5A23On21bWlrKWU803SxcOk7tvCYZKz9AwMDGIlEQmSxWAoAgGPHjpkEBAR07969u1mpVIJMJsM2NjbiN2zYQM/MzKxks9mKlpYWneEDiURCzM/PryovLycGBgayFi5cWBIZGdl29OhRMx8fH0lxcTFRoVBgxmNRUjMzM2V5eXlFYmKieWJiouXZs2cbtm3bZuXv7y89f/58fVtbG87Dw4MTEhIipdFoyuzs7GoKhaIpKSkhrlixwrG0tLQCAKC4uFj//v37ZWw2W5GQkGDB5/P7dOVXVlZGcnd317kPAGD9+vWtkZGRjocOHeqbOXOmdO3ate10On0wPDy8Y8aMGWw2m00ViUTSyMjI9unTp/fX19cTPvnkE+vCwsIKc3NzpUgkYp48eXJSeHh4lzbNVatWdcTGxtp9+OGHTwEA0tPTja9du/bw4sWLhjU1NaTi4uIKjUYDgYGBzlevXjVwdHRU1NfXk44cOVJ/6tSpR7+1bsvLyylFRUXlZDJZ7ezs7BIfH9/i7Ow82N/fj506dWrfkSNHHsfHx1t9+OGHtBMnTjwCAOjq6sLdvXu3Si6XY7y9vVnff/99DY1GUx45csQ4Pj7e+vz58/VhYWEO8fHxzREREV19fX0YlUqFOXHixKSSkhJyRUVFWVNTE14oFHLmzJnTAwBQUVFBfvDgwS90On1QIBCwb9y4YSASiXo3bNhAv3HjRhWPx5MvWLDAcXT5Z8+e3RsYGNi1YMGC7qioqM6R+/r6+jDR0dEO169fr3Jzc5OHhobS9+zZY75jx45WgNdrV//zP/9jTiaT1dXV1eV5eXnk6dOnc7X5mJubqxQKBaa5uRk3efJk1W+9F/+NUKQHQRAEQZBx19zcjKdSqcODeby9vXtPnz5tFhcXR8vPzycbGxurMzMz9YVCoYzNZisAACwtLXU+xInF4g4cDgeurq5yW1tb+YMHD0iRkZGdN2/eNJLL5ZjDhw+bhYWFjctCrGFhYZ0AAEKhsE8ikRABADIzMw2/+uorKzabzfX19WXJ5XJMTU2NnkKhwISFhdF/fbPvVFtbOzzWw83NrVd7Xa9j9uzZTgwGgzdnzhynX69dWlNTUxIVFdVWVVVFFggE3MbGRryTk9NgTU1N6c6dOx9jsViYN28eKz09nZqTk6Pv7e0to9FoSgKBAMuWLeu4ffu2wcg8pk+f3t/e3o6vr68n/PTTT2QjIyMVg8FQXLt2zTArK8uQy+Vyf43okCorK0kAAFZWVoqAgIDe31O3vr6+UlNTUxWFQtE4OzsP1NbWEgEAsFgsvPvuux0AAKtXr27Pz88fLu+KFSs6AACKi4uJDx8+JM+aNYvJZrO5e/bssWpsbCR0dnZiW1pa9CIiIroAACgUioZKpaqzs7OpS5cu7cDj8WBra6v08vLqycnJoQAAuLq69jo5OQ3icDjg8Xh9tbW1eg8ePCDZ2NjIXV1d5VgsFlauXNn+OtdWVFREsrGxkbu5uckBACIjI9tzcnKGx/q8TrvKyckxCA8PbwcYiuwxmcxnOsWmpqbKR48evXD8FvI8FOlBEARBkDfciyIyE0VfX1+tUCiGX64GBQX1ZGVlVV24cMEoMjLSYePGjS3GxsZKDAbzomQAAGD0MRgMBqhUqlokEkm/++67SRkZGSaFhYXl41FuEomkAQDA4/EapVKJAQDQaDSQmppaw+fz5SOPjYuLo1lYWAxeuHChTq1WA5lMFmj3USiU4fE1rq6u/Wlpaca68uPxeAPZ2dnDD/k3btyozcrKosTHx9tqt1laWqpiYmI6YmJiOvz9/Z2vX79uEBkZ2UUmkzVLly6VLl26VGppaTl48eLFSYGBgbJXuc7g4ODOU6dOGTc3NxPEYnGH9jpjY2ObPvjgg2c6kFVVVXojr+dF8Hi8RqUa6rv29fU9c+P09PQ02r9xOJxmcHBQ580feb+pVKr617JhnJ2d+x88eFA58tiOjg6dL/A1Go2uzQAAQCQSR5YDtPf5VdriWF6UH8DrtauXlUUul2Ne9X4g/z8U6UEQBEEQZNyZm5urVCoVRvvgW11drWdtbT24efPmtlWrVrXdu3eP4u/v35uXl0fVzjo21udtFy9eNFapVFBWVkaUSCREPp8/AAAQExPTtnXrVls+n9+rjRLdunWLEhoaSh/Pa/H395fu27fPUjv2486dO2QAgO7ubpyVldUgDoeDr7/+2lT7sD9acHCwTKFQYPbt22em3Xb79m3K999/b7BmzZr2goICg5SUFCPtvt7e3uHns4yMDKpMJsMCAHR2dmIbGhqIDg4OipycHEp9fT0BYGgmt5KSErK9vb1ixowZvXl5edSmpia8UqmE8+fPm8ycObNndJnCw8M7Lly4YHL58mXjVatWdQIABAUFSU+ePGnW3d2NBQCoq6sjPHnyROcL8tDQUPqtW7ee+2TS1tZWnp+frw8AkJKSorOjN5parQbtuJhvvvnGVCgUPtdxc3NzG+jo6MDfvHlTH2Dowb+goIBkYmKinjx5suLkyZOTAAD6+/sxMpkM6+fnJ0tNTTVRKpXQ2NiIz8/PNxCJRGNGqqZMmTLw+PFjvbKyMiIAwJkzZ0x0HWdgYKCSSqXPPT9PmTJl4MmTJ3qlpaVEAIATJ06YikSiF3ZAx2pXvr6+PadOnTIBGJrUorq6erie1Wo1PH36lMBisZ7rKCEvhiI9CIIgCIJMiBkzZnRfv37dYNGiRbIffviBmpSUNBmPx2soFIoqJSWljkajKZOSkupDQ0Od1Wo1mJqaDubm5j4cnY6zs7NcKBSy2tvbCfv372+gUCgaAACRSNSnr6+vioqKGo5M1NfXE8lkss7X7nV1dURLS0s37e8vvvjilSJgiYmJje+9954dm83majQajI2NjfzWrVs1sbGxrWKx2CktLc3Y19dXRiaTdb59x2KxkJGRUbtu3Trb/fv3TyYSiRobGxv5gQMHJAYGBpr09PSa2NhYm61bt9qZmZkN6uvrq7Zt29YIAHD37l3Kpk2b7HA4nEaj0WDCw8Pb/Pz8+lJTUw2jo6PttdG0KVOm9H744YetFApFs2PHjid+fn5MjUaDCQgI6F61alXX6DJ5eHgM9Pb2Yi0tLRX29vaDAABvv/22tKysjOTp6ckGGIpWpaSk1OHx+Ofqs6KigmJrazs4evuHH37YsmzZMsczZ86YikQi6avUL5lMVpeVlZF5PN5kKpWqunjx4i+jjyGRSJozZ87Ubty40U4mk+FUKhVm7dq1LR4eHgOnTp2qW7Nmjf1nn31GIxAImvPnz9eGh4d35ebmGnA4HB4Gg9F8+umnj+3s7JTFxcU6y0ChUDQHDhxoWLBggbOJiYnSy8urp6Ki4rmJMVauXNmxdu1a+uHDhy1TU1NrR55/+PDh+iVLljipVCrg8/l98fHxT0efP9JY7So+Pr51+fLlDkwmk8vj8fpcXV2HO2s5OTkUd3f33n/XTHb/yTAvC8chCIIgCPKfp6ioqJ7P54/LOJff6s6dO+Q9e/ZMTktLq/utaYjFYrqugeMAAPX19YSZM2eyamtrS7WzmEVHR9usXr26fTwmNUB06+jowK5cuZJ+9erV5zonvwWFQnHv6+u7Px5pvemioqJsFy1a1LVw4cJX+ozxv01RUZEZn8+n69qHIj0IgiAIgkyI6dOn99+9e1eqVCrhddfqeZmDBw+aJiQkWO/atUsycs2Y5OTkx+OaEfIcExMT9Xh1eJDX4+Li0o86PL8NivQgCIIgyBvozxDpQRAE+SO9KNKDJjJAEARBEARBEOSNhjo9CIIgCIIgCIK80VCnB0EQBEEQBEGQNxrq9CAIgiAIgiAI8kZDnR4EQRAEQSZET08PxtPTk6VUKl/rvJSUFKNt27ZNHs+yVFVV6TEYDN7o7bGxsbS0tDTqeOali0QiwQcHBzvY2Ni48ng8zpQpU9gnTpyYBABw+fJlKgaDEXz11VfDi5feuXOHjMFgBDt27LAEGJq629ra2pXNZnNZLBY3PT19uMxCoZBFp9Nd2Gw2l81mc+fOnesIAFBUVEQUCoUsNpvNdXR05K1YscIeAEAmk2FDQkIcmEwml8Fg8AQCAUu7IOlYKBSK+wRUyzOEQiErKyuLAgBgbW3t2tTU9MyUf6PLkJSUZBoREWEHABAXF0ezsLBwY7PZXAaDwRu52Ou/y+XLl6n+/v7OAM+26ZMnT04qLCwkaY/7I9pgY2MjXiQSMSYyjz87NGU1giAIgiAT4sCBA2YhISGdrztd9cqVK7sBoHtiSvWs/fv3N05k+kqlErBYLAQHBzuHhYW1X7p0qQ4AoLq6Wu/8+fOTtMcxGIz+1NRU402bNrUBAJw6dcqExWI9s9ZQQkLC46ioqM5Lly5RN2zYYL9w4cJS7b4TJ078MmPGjL6Rx69fv95u48aNLdrFSfPz88kAALt27bKwsLAYzMjIqAMY6hzp6elN+HS+EzF1+UgxMTEtO3fubLl37x4pICCAtXz58qKR05kPDg7Cv2tRz5FtOi0tbZJSqewWCAQDABPfBgcHB4FGoyktLS0Hr1+/rj9nzpzel5/15kGRHgRBEARBJsS5c+dMly5d2gUA0NDQQPDw8GBp38Rfu3bNAAAgNTXVkMvlclgsFnfatGlMgGff4IvFYnpYWJidQCBg0el0l9OnTxsBAAgEAlZubi5Zm9fUqVPZeXl55OcK8RJisZh+/PhxY4Ch6MKmTZtoXC6Xw2Qyuffv3ycBAEilUuySJUvoLi4uHA6Hwz116tQkgKHokUAgYHG5XA6Xy+XcuHFDH2DoDb+XlxczODjYgcVi8S5dukQlEAiaLVu2PNXmy2QyFR999FGr9re1tbVCLpdjJRIJXq1Ww48//mgUEBCgs+MXEBDQ09ra+tKn99bWVoK9vb1C+1soFPYDADQ1NRGsra0Htdv5fL6cTCZrAAA++eQTSwaDwWMwGLydO3dajE5z/vz5jmfPnh2OoojFYvo333wzSalUQnR0tI2LiwuHyWRy9+zZY6arLl5W5vEwderUARwOB83NzXihUMjasGGDtaenJyshIcEyOzub4unpyeLxeBxfX19GQ0MDAQCgtLSU6OPjw2SxWFwul8spKysjqtVqiI6OtmEwGDwmk8k9cuSIsfaahEIha+7cuY4ODg68kJAQB7VaDQBD7dnBwYEnEAhYqampk7Rl0rbpGzdu6N+8eXPS9u3bbdhsNresrIw4sg2mp6dTORwOl8lkcpcsWULv7+/HALx+20xKSjINCgpynDVrlrNIJGICACxatKjrxIkTpn/EPfgzQpEeBEEQBHnDrU5fbVvaWkoZzzRdLFz6ji08Jhlr/8DAAEYikRBZLJYCAODYsWMmAQEB3bt3725WKpUgk8mwjY2N+A0bNtAzMzMr2Wy2oqWlBacrLYlEQszPz68qLy8nBgYGshYuXFgSGRnZdvToUTMfHx9JcXExUaFQYLy8vPp1nf86zMzMlOXl5RWJiYnmiYmJlmfPnm3Ytm2blb+/v/T8+fP1bW1tOA8PD05ISIiURqMps7OzqykUiqakpIS4YsUKx9LS0goAgOLiYv379++XsdlsRUJCgoWbm1vfy/JetGhR58mTJ409PDz6XF1d+4hEos7oy4ULF4wCAwO7Rm6LiIhwJJFIagAAPz8/aXJy8uP169e3zJs3j+nu7t4bEBDQvX79+nYzMzPVe++917ZgwQJmenq68YwZM6Rr1qxpd3V1lWdnZ1O+++4708LCwgqNRgMCgYATEBAgmz59+nC9Llu2rOPs2bPGy5Yt6x4YGMDcuXPH8Ntvv23Yv3+/mZGRkaq0tLSiv78f4+npyQ4ODpaOrovfcWte2Y8//qiPxWI1VlZWSgCArq4u3N27d6vkcjnG29ub9f3339fQaDTlkSNHjOPj463Pnz9fHxYW5hAfH98cERHR1dfXh1GpVJgTJ05MKikpIVdUVJQ1NTXhhUIhZ86cOT0AABUVFeQHDx78QqfTBwUCAfvGjRsGIpGod8OGDfQbN25U8Xg8+YIFCxxHl2327Nm9gYGBXQsWLOiOiorqHLmvr68PEx0d7XD9+vUqNzc3eWhoKH3Pnj3mO3bsaAV4vbYJAHDv3j2D4uLiMktLSxUAwPTp03t37txJm+j6/7NCnR4EQRAEQcZdc3MznkqlDg/m8fb27o2OjqYPDg5iFy9e3Onj49N/9epVqlAolGkfhrUPZ6OJxeIOHA4Hrq6ucltbW/mDBw9IkZGRnXv27LGSy+WPDx8+bBYWFjYuC7GGhYV1AgAIhcK+jIwMYwCAzMxMwx9++GFSUlLSZAAAuVyOqamp0bO3tx/8y1/+Yl9eXk7GYrHQ0NBA1Kbj5ubWO9ZDfnh4uF1+fr4BgUDQaDtJAAAREREdYrHYqbKykhwWFtaRk5NjMPK87du323z88cc2HR0d+Nu3b1eM3Kfr87b333+/feHChdK0tDTDS5cuTfrmm2/My8vLy318fPrr6upK0tLSDG/cuGHo4+PDuX37dmVmZqbBvHnzugwNDdUAAPPnz++8desWdWSnZ/Hixd1btmyx6+/vx1y4cMFIKBTKDAwMNDdv3jSsrKykaOtMJpPhysvLSXp6epoX1cXvhcFghjuGhw8ftjx37pypvr6+6sSJE79gsUMfNK1YsaIDAKC4uJj48OFD8qxZs5gAAGq1GszNzQc7OzuxLS0tehEREV0AABQKRQMAmuzsbOrSpUs78Hg82NraKr28vHpycnIoRkZGaldX114nJ6dBAAAej9dXW1urR6VSVTY2NnJXV1c5AMDKlSvbjx49av6q11JUVESysbGRu7m5yQEAIiMj2//v//7PAgBaAV6vbQIAiEQi6ch/UzQaTdna2qr3W+r5TYA6PQiCIAjyhntRRGai6OvrqxUKxfBn9EFBQT1ZWVlVFy5cMIqMjHTYuHFji7GxsRKDwbw0rdHHYDAYoFKpapFIJP3uu+8mZWRkmBQWFpaPR7lJJJIGAACPx2uUSiUGAECj0UBqamoNn8+Xjzz218HzgxcuXKhTq9VAJpMF2n0UCkWt/dvV1bU/PT3dWPv75MmTj5qamvAeHh6ckenZ2dkpCQSCJisry/DYsWOPRnd6EhISHkdERHR+/vnnFpGRkQ5lZWXPdHx0odPpg7Gxse2xsbHtDAaDV1BQQBaJRH1GRkbqd955p+udd97pioiIgPT0dCMcDvfScT0UCkXj7e0tu3jxouHZs2eNtR0KjUaD2bdv3yOxWCwdefzly5epI+vi9yASieqBgQGM9h51dHTgzczMhjvW2jE9o8+jUqlqbRmdnZ37Hzx4UDlyf0dHh87hHhrN2NUxMgqHw+FA21ZepT2P5UX5Abxe28zJydEfXe99fX0YIpE4LvfiPxEa04MgCIIgyLgzNzdXqVQqTF9fHwZgaOC+tbX14ObNm9tWrVrVdu/ePYq/v39vXl4etbKyUg8AYKzP2y5evGisUqmgrKyMKJFIiHw+fwAAICYmpm3r1q22fD6/V/tG+9atW5TQ0FD6eF6Lv7+/dN++fZbacRt37twhAwB0d3fjrKysBnE4HHz99demKpXOQBUEBwfL5HI5Zvfu3cNv/Xt6enQ+g3366adPPvvss8djDfjH4XCwffv2VrVajblw4YLhi8qdmppqKJfLMQAAjx49wnd1deHs7e0V169f13/69CkOYOgzxOrqahKdTlfMmjWr58qVK5NkMhlWKpVir1y5Yuzv7y8bne7y5cs7vvnmG7O7d+9S3377bSkAwOzZs7sPHTpkrs2vuLiYKJVKdV7jtGnTmHV1da89o4CXl5fs8OHDJgBDMwP+85//NA4MDHyufGNxc3Mb6OjowN+8eVMfYCgqUlBQQDIxMVFPnjxZcfLkyUkAAP39/RiZTIb18/OTpaammiiVSmhsbMTn5+cbiESiMScBmDJlysDjx4/1ysrKiAAAZ86cMdF1nIGBgUpX3UyZMmXgyZMneqWlpUQAgBMnTpiKRKIXXt9YbVOX0tJSEpPJ/N2fgP6nQpEeBEEQBEEmxIwZM7qvX79usGjRItkPP/xATUpKmozH4zUUCkWVkpJSR6PRlElJSfWhoaHOarUaTE1NB3Nzcx+OTsfZ2VkuFApZ7e3thP379zf8+vkRiESiPn19fVVUVNTwp2319fVE7aD80erq6oiWlpZu2t9ffPHFK0XAEhMTG9977z07NpvN1Wg0GBsbG/mtW7dqYmNjW8VisVNaWpqxr6+vjEwm63yLjsVi4dKlS7Xr16+3TUpKmmxiYqKkUCiqTz755PHoY2fPnv3SmbWwWCxs3bq1ce/evZO1kZWRY3pMTEyUubm51deuXTOMj4+3077d//TTTx/b2dkpMzIyjDZs2GAPAKBWqzGBgYHd77zzTicWi4WwsLD2qVOncgAAwsPDn478tE0rNDRUGhMT4xAYGNiljT5s2rSprb6+nujq6srRaDQYExOTwStXrtSOPlelUkFDQwPR3Nz8pfOY8/l8rjZyEhwc3HHo0CHJ6tWr7Q8fPmyp0Whg+fLl7UFBQT0vS0eLRCJpzpw5U7tx40Y7mUyGU6lUmLVr17Z4eHgMnDp1qm7NmjX2n332GY1AIGjOnz9fGx4e3pWbm2vA4XB4GAxGo62/4uJinelTKBTNgQMHGhYsWOBsYmKi9PLy6qmoqHiuE7Jy5cqOtWvX0g8fPmyZmppaO/L8w4cP1y9ZssRJpVIBn8/vi4+Pfzr6/JHGapu6jr1x4wZ17ty5f8isiH9GmJeF0hAEQRAE+c9TVFRUz+fzx2Wcy291584d8p49eyanpaXV/dY0xGIxXdegbwCA+vp6wsyZM1m1tbWl2qmJo6OjbVavXt0+HpMaIOPv7t27pOTkZLOjR48+1+FDJpaHhwfr6tWrNebm5rpDkm+AoqIiMz6fT9e1D0V6EARBEASZENOnT++/e/eudCLWZzl48KBpQkKC9a5duyQj12JJTk5GD9N/Yp6engOenp7oHv3BGhsb8e+//37Lm9zheRkU6UEQBEGQN9CfIdKDIAjyR3pRpAdNZIAgCIIgCIIgyBsNdXoQBEEQBEEQBHmjoU4PgiAIgiAIgiBvNNTpQRAEQRAEQRDkjYY6PQiCIAiCTIienh6Mp6cnS6l86ZIsz0hJSTHatm3b5PEsS1VVlR6DweCN3h4bG0tLS0ujjmdeukgkEnxwcLCDjY2NK4/H40yZMoV94sSJSQAAly9fpmIwGMFXX31lpj3+zp07ZAwGI9ixY4clwNDU3dbW1q5sNpvLYrG46enpw2UWCoUsOp3uwmazuWw2mzt37lxHAICioiKiUChksdlsrqOjI2/FihX2AAAymQwbEhLiwGQyuQwGgycQCFjd3d0vfCakUCjuE1AtzxAKhaysrCzKeKWXlJRkGhERYadrn7u7OxtgqF2QSKSpbDab6+TkxAsLC7Mba5HZP5K1tbVrU1MTHuDZsmoXZwUAyMrKokRGRtpOdFkWLFjgWFJSQpzofCYa6vQgCIIgCDIhDhw4YBYSEtL5utNVr1y5snvXrl3NE1SsZ+zfv79x0aJFL1z1/vdQKpWgVqshODjYWSQS9Tx+/LikrKys4ty5c79IJBI97XEMBqM/NTXVWPv71KlTJiwW65m1hhISEh5XVlaW7927V7Jx40b7kftOnDjxS2VlZXllZWX5tWvXfgEAWL9+vd3GjRtbKisry3/55ZeyTZs2tQIA7Nq1y8LCwmKwurq6/OHDh2XHjh2r19PTm/DpfF+38zuR7t+/X6n929bWVv5r3ZVVV1eTT506NWnksYODg394+UbSlvXhw4fEs2fPDnd6ZsyY0ffNN9+80gK7v5VSqYS1a9e2fv755+P6EuLfAXV6EARBEASZEOfOnTNdunRpFwBAQ0MDwcPDg8Vms7kMBoN37do1AwCA1NRUQy6Xy2GxWNxp06YxAZ59Qy8Wi+lhYWF2AoGARafTXU6fPm0EACAQCFi5ubnDq91PnTqVnZeXR36uEC8hFovpx48fNwYYeru+adMmGpfL5TCZTO79+/dJAABSqRS7ZMkSuouLC4fD4XC1D8VVVVV6AoGAxeVyOVwul3Pjxg19gKHIjZeXFzM4ONiBxWLxLl26RCUQCJotW7Y81ebLZDIVH330Uav2t7W1tUIul2MlEglerVbDjz/+aBQQENCtq8wBAQE9ra2thJddW2trK8He3l6h/S0UCvsBAJqamgjW1tbDT/J8Pl9OJpM1AACffPKJJYPB4DEYDN7OnTstRqc5f/58x7NnzxqNrL9vvvlmklKphOjoaBsXFxcOk8nk7tmzx0xXXbyszForV660c3Fx4Tg7O/M2bdpE026/ffs2xd3dnc1isbiurq6czs5ObF9fH2bx4sV0JpPJ5XA43EuXLg1HwZ48eUIQiUQMOp3usnnzZivtdl2RKwKBAEKhsOfhw4fEpKQk06CgIMdZs2Y5i0Qi5lhtQKlUwnvvvWfDZDK5TCaT+/nnn1sAAKSnp1M5HA6XyWRylyxZQu/v78cAjN3GmpubcdOnT2dwOBxuWFiY/cglZbRl/eijj6wLCgoM2Gw299NPP7W4fPky1d/f3xkAoKWlBRcYGOjEZDK5fD5/+N9CXFwcbcmSJXShUMiysbFxTUhIGL6nX3/9tYmrqyuHzWZzw8LC7LWdUgqF4h4bG0tzc3Nj/+tf/zKYO3duT3Z2tuG/u/P3e6HFSREEQRDkDbc6fbVtaWvpuH02BADgYuHSd2zhsTHfMg8MDGAkEgmRxWIpAACOHTtmEhAQ0L179+5mpVIJMpkM29jYiN+wYQM9MzOzks1mK1paWnC60pJIJMT8/Pyq8vJyYmBgIGvhwoUlkZGRbUePHjXz8fGRFBcXExUKBcbLy6tf1/mvw8zMTFleXl6RmJhonpiYaHn27NmGbdu2Wfn7+0vPnz9f39bWhvPw8OCEhIRIaTSaMjs7u5pCoWhKSkqIK1ascCwtLa0AACguLta/f/9+GZvNViQkJFi4ubn1vSzvRYsWdZ48edLYw8Ojz9XVtY9IJOqMvly4cMEoMDCwa+S2iIgIRxKJpAYA8PPzkyYnJz9ev359y7x585ju7u69AQEB3evXr283MzNTvffee20LFixgpqenG8+YMUO6Zs2adldXV3l2djblu+++My0sLKzQaDQgEAg4AQEBsunTpw/X67JlyzrOnj1rvGzZsu6BgQHMnTt3DL/99tuG/fv3mxkZGalKS0sr+vv7MZ6enuzg4GDp6Lp41fvwP//zP08sLS1VSqUSfHx8WHl5eWQ+nz+wcuVKp5SUlFo/P7++jo4OrIGBgTohIcESAKC6urr8/v37pHnz5jFqa2tLtXmXlJSUGRgYqN3d3bkLFy7snjFjhs57IZPJsFlZWYY7dux40tzcTLh3755BcXFxmaWlpWrDhg3WutrAoUOHTBsaGohlZWXlBAIBWlpacH19fZjo6GiH69evV7m5uclDQ0Ppe/bsMd+xY0crgO429uGHH9KmTZvWs3fv3qYzZ84YnT592mx0+T7//PMn+/bts7x161YNwFCHUrtvy5YtND6f33fz5s3ajIwM6jvvvONQWVlZDgBQU1NDys3Nrerq6sJxOByXDz744GlZWRkxNTXVpKCgoJJIJGpWrVpld/jwYdMNGza09/f3Y11cXPr379/fqE3f3t5+4Oeff6aIRKKXtuM/KxTpQRAEQRBk3DU3N+OpVOrw90ze3t69p0+fNouLi6Pl5+eTjY2N1ZmZmfpCoVCmfRi2tLTUOZhCLBZ34HA4cHV1ldva2sofPHhAioyM7Lx586aRXC7HHD582CwsLGxcFmINCwvrBAAQCoV9EomECACQmZlp+NVXX1mx2Wyur68vSy6XY2pqavQUCgUmLCyM/uvbfKfa2lqSNh03N7fesR7yw8PD7VgsFtfFxYUzcntERETHP//5T5NTp06ZhoWFdYw+b/v27TY2Njau0dHRDjt27GgauW/k523JycmPAQDef//99pKSkrK33367Iysri+rp6cnu7+/H+Pj49NfV1ZVs2rSpuaOjA+/j48O5d+8eKTMz02DevHldhoaGaiMjI/X8+fM7b9269cx4p8WLF3fn5uYa9vf3Y1JTU42EQqHMwMBAc/PmTcNz586Zstlsrru7O6ezsxNfXl5OelldjOXbb781+TWCxn348CGpqKiIVFxcTLKwsBj08/PrAwAwMTFREwgEyM3NNYiIiGgHAHB3dx+g0WiKkpISEgCAr6+vdPLkySoDAwPN/PnzOzMzMw1G5yWRSIhsNpsrFArZc+bM6V66dKkUAEAkEkm1bXKsNvDjjz8axsTEPCUQhgJvlpaWqqKiIpKNjY3czc1NDgAQGRnZnpOTM1yPutrYzz//TF29enU7AMDy5cu7DQ0NX2tgUX5+PvUvf/lLOwBASEiIrKurC9/e3o4DAJgzZ04XmUzWWFlZKU1MTAYfP36Mv3btGrW0tJTC5/M5bDabm5OTY/jLL78QAQBwOBxERkZ2jkzfzMxMKZFIXhpd/DNDkR4EQRAEecO9KCIzUfT19dUKhWL45WpQUFBPVlZW1YULF4wiIyMdNm7c2GJsbKzEYDAvTWv0MRgMBqhUqlokEkm/++67SRkZGSaFhYXl41FuEomkAQDA4/EapVKJAQDQaDSQmppaw+fz5SOPjYuLo1lYWAxeuHChTq1WA5lMFmj3USgUtfZvV1fX/vT09OHxOidPnnzU1NSE9/DweKbTY2dnpyQQCJqsrCzDY8eOPcrJyXnmAT0hIeFxRERE5+eff24RGRnpUFZWVvGy66HT6YOxsbHtsbGx7QwGg1dQUEAWiUR9RkZG6nfeeafrnXfe6YqIiID09HQjHA730nE9FApF4+3tLbt48aLh2bNnjVesWNHxax1h9u3b90gsFktHHn/58mXqyLp4FZWVlXoHDx60LCwsrDA3N1eJxWL6wMAAVqPRAAaDea6MIz8FG01X2xlNO6Zn9PaR5R6rDegq04vKA6C7jQEAYLG/PRahK09tuUZGDHE4HCiVSoxGo8EsWbKk/f/+7/+ejD5PT09PPXocnlwux77uffyzQZEeBEEQBEHGnbm5uUqlUmH6+vowAADV1dV61tbWg5s3b25btWpV27179yj+/v69eXl51MrKSj2AoXEJutK6ePGisUqlgrKyMqJEIiHy+fwBAICYmJi2rVu32vL5/F7tG/lbt25RQkND6eN5Lf7+/tJ9+/ZZqtVDz3x37twhAwB0d3fjrKysBnE4HHz99demY836FRwcLJPL5Zjdu3eba7f19PTofAb79NNPn3z22WePx5r8AYfDwfbt21vVajXmwoULhi8qd2pqqqFcLscAADx69Ajf1dWFs7e3V1y/fl3/6dOnOIChzxCrq6tJdDpdMWvWrJ4rV65MkslkWKlUir1y5Yqxv7//c5M8LF++vOObb74xu3v3LvXtt9+WAgDMnj27+9ChQ+ba/IqLi4lSqVTnNU6bNo1ZV1c3ZtSgs7MTRyaT1SYmJiqJRILPzMw0AgDg8/kDLS0terdv36b8ehx2cHAQfH19e06dOmWizbepqUnPzc1tAAAgJyfHsKWlBdfT04O5cuXKJD8/v54X1dlYxmoDgYGB0sOHD5trx7u0tLTgpkyZMvDkyRO90tJSIgDAiRMnTEUi0Qsny/D29pYdO3bMFADg3LlzhlKp9Ll/C0ZGRqqenh6d/0a8vb1lx48fNwUY6mgaGxsrTUxMxuykzJ07V3r58mXjJ0+e4LXlrq6u1hvr+Lq6OqK7u/vAi67hzw5FehAEQRAEmRAzZszovn79usGiRYtkP/zwAzUpKWkyHo/XUCgUVUpKSh2NRlMmJSXVh4aGOqvVajA1NR3Mzc19ODodZ2dnuVAoZLW3txP279/fQKFQNAAAIpGoT19fXxUVFTX8aVt9fT1ROyh/tLq6OqKlpaWb9vcXX3zxShGwxMTExvfee8+OzWZzNRoNxsbGRn7r1q2a2NjYVrFY7JSWlmbs6+srI5PJOh8ysVgsXLp0qXb9+vW2SUlJk01MTJQUCkX1ySefPB597OzZs3tfVh4sFgtbt25t3Lt372RtZGXkmB4TExNlbm5u9bVr1wzj4+PtiESiGgDg008/fWxnZ6fMyMgw2rBhgz0AgFqtxgQGBna/8847nVgsFsLCwtqnTp3KAQAIDw9/OnI8j1ZoaKg0JibGITAwsEsbtdi0aVNbfX090dXVlaPRaDAmJiaDV65cqR19rkqlgoaGBqK5uflzU7mpVCogkUgaoVDY7+Li0sdgMHh2dnZygUDQAzAUIUlJSanduHGj3cDAAJZEIqmzsrKqt2zZ0hoeHm7PZDK5OBwOkpOT67VtwMPDo2fZsmUO9fX1JLFY3D7WeJ6XGasNbNq06Wl1dTWRzWbz8Hi85p133nm6bdu2p4cPH65fsmSJk0qlAj6f3xcfH//0ZemLxWJHLpfLmTZtWo+VldVznwMKhcJ+PB6vYbFY3LCwsDaBQDB8b3bv3t2o/dSSTCarv/nmm7oX5ScQCAa2b9/+JCAggKlWq4FAIGiSkpIeMZnM5/KVSCR4IpGosbe3/4+eyQDzshAcgiAIgiD/eYqKiur5fP64jHP5re7cuUPes2fP5LS0tBc+gL2IWCymL1iwoDsqKqpz9L76+nrCzJkzWbW1taU43NAL8OjoaJvVq1e3j8ekBsj4u3v3Lik5Odns6NGjz3T4+vv7MQ4ODq5lZWVlpqam//6FcpBhn376qYWhoaF606ZN/9b/nryKoqIiMz6fT9e1D0V6EARBEASZENOnT++/e/euVKlUwuuu1fMyBw8eNE1ISLDetWuXRNvhAQDQDuJH/pw8PT0HPD09n7lHvy6y6RAVFdWKOjx/PpMmTVKtW7eu/d9djt8LRXoQBEEQ5A30Z4j0IAiC/JFeFOlBExkgCIIgCIIgCPJGQ50eBEEQBEEQBEHeaKjTgyAIgiAIgiDIGw11ehAEQRAEQRAEeaOhTg+CIAiCIBOip6cH4+npyVIqn1uS5YVSUlKMtm3bNnk8y1JVVaXHYDB4o7fHxsbS0tLSqOOZly4SiQQfHBzsYGNj48rj8ThTpkxhnzhxYhLA0GKSGAxG8NVXX5lpj79z5w4Zg8EIduzYYQkwNHW3tbW1K5vN5rJYLG56evpwmYVCIYtOp7uw2Wwum83mzp071xEAoKioiCgUCllsNpvr6OjIW7FihT0AgEwmw4aEhDgwmUwug8HgCQQCVnd39wufCSkUivsEVMsbKSkpyTQiIsIOAODLL780P3jwoKl2e319/fCirMuWLbMvLCwkTWRZrK2tXZuamvADAwMYDw8PlnYR1f9GaMpqBEEQBEEmxIEDB8xCQkI6X3e66pUrV3YDQPfElOpZ+/fvb5zI9JVKJWCxWAgODnYOCwtrv3TpUh0AQHV1td758+cnaY9jMBj9qampxtq1UE6dOmXCYrGeWWsoISHhcVRUVOelS5eoGzZssF+4cGGpdt+JEyd+Gb3w5vr16+02btzYsmrVqi4AgPz8fDIAwK5duywsLCwGMzIy6gCGOkd6enoTPp3vRExd/mfOFwBgy5Ytw4uSnjp1ymzKlCn9dDp9EADg7NmzDX9UOUgkksbPz0969OhRk7Vr13b8Ufn+maBID4IgCIIgE+LcuXOmS5cu7QIAaGhoIHh4eLDYbDaXwWDwrl27ZgAAkJqaasjlcjksFos7bdo0JsCzb8rFYjE9LCzMTiAQsOh0usvp06eNAAAEAgErNzeXrM1r6tSp7Ly8PPJzhXgJsVhMP378uDHA0FvxTZs20bhcLofJZHLv379PAgCQSqXYJUuW0F1cXDgcDod76tSpSQBD0SOBQMDicrkcLpfLuXHjhj7AUOTGy8uLGRwc7MBisXiXLl2iEggEzcgHYCaTqfjoo49atb+tra0VcrkcK5FI8Gq1Gn788UejgIAAnR2/gICAntbWVoKufSO1trYS7O3tFdrfQqGwHwCgqamJYG1tPfzKn8/ny8lksgYA4JNPPrFkMBg8BoPB27lzp8XoNOfPn+949uxZo5H1980330xSKpUQHR1t4+LiwmEymdw9e/aY6aqLF5VXG5UAGFq7RygUsgAA4uLiaEuWLKELhUKWjY2Na0JCggXAUP07ODjw3n77bTqTyeTOnTvXUSaTYbVpxcfHWwkEAtaxY8eML168aDhlyhQ2l8vlBAUFOWojW7dv36a4u7uzWSwW19XVldPZ2Ynt6+vDLF68mM5kMrkcDod76dIlKsBQu5wzZ46TSCRi2Nvbu8TExNhoy/6///u/pnQ63cXT05OVm5troN0eFxdH27Fjh+Xx48eNS0tLKREREY5sNpvb09ODEQqFrKysLAoAQHJysok28rZ27Vpr7fkUCsX9r3/9qzWLxeLy+Xy2RCLBAwA0Njbi33rrLScXFxeOi4sL5/r16/oAAM3Nzbjp06czOBwONywszH7k0jSLFy/uOnPmjMmL7sGbDEV6EARBEOQNtzp9tW1payllPNN0sXDpO7bwmGSs/QMDAxiJREJksVgKAIBjx46ZBAQEdO/evbtZqVSCTCbDNjY24jds2EDPzMysZLPZipaWFpyutCQSCTE/P7+qvLycGBgYyFq4cGFJZGRk29GjR818fHwkxcXFRIVCgfHy8urXdf7rMDMzU5aXl1ckJiaaJyYmWp49e7Zh27ZtVv7+/tLz58/Xt7W14Tw8PDghISFSGo2mzM7OrqZQKJqSkhLiihUrHEtLSysAAIqLi/Xv379fxmazFQkJCRZubm59L8t70aJFnSdPnjT28PDoc3V17SMSiTqjLxcuXDAKDAzsGrktIiLCkUQiqQEA/Pz8pMnJyY/Xr1/fMm/ePKa7u3tvQEBA9/r169vNzMxU7733XtuCBQuY6enpxjNmzJCuWbOm3dXVVZ6dnU357rvvTAsLCys0Gg0IBAJOQECAbPr06cP1umzZso6zZ88aL1u2rHtgYABz584dw2+//bZh//79ZkZGRqrS0tKK/v5+jKenJzs4OFg6ui5+632pqakh5ebmVnV1deE4HI7LBx988BQAoL6+npScnFw/Z86c3iVLltD37NljvnPnzhYAABKJpC4sLKxqamrCBwcHO2VlZVUbGhqqP/roo8mfffaZZUJCQvPKlSudUlJSav38/Po6OjqwBgYG6oSEBEsAgOrq6vL79++T5s2bx6itrS0FACgvL6cUFRWVk8lktbOzs0t8fHwLgUCAxMREWmFhYYWJiYnKx8eH5eLi8sz9joqK6jx06JDF3r17JaMjcvX19YRPPvnEurCwsMLc3FwpEomYJ0+enBQeHt7V39+PnTZtWs+BAweexMTE2Bw4cMD8yy+/bIqOjraNi4treeutt3oePnyo99ZbbzF++eWXsg8//JA2bdq0nr179zadOXPG6PTp08OfTHp6evYXFxfr/9Z78J8OdXoQBEEQBBl3zc3NeCqVOjyYx9vbuzc6Opo+ODiIXbx4caePj0//1atXqUKhUKZ9GLa0tFTpSkssFnfgcDhwdXWV29rayh88eECKjIzs3LNnj5VcLn98+PBhs7CwsHFZiDUsLKwTAEAoFPZlZGQYAwBkZmYa/vDDD5OSkpImAwDI5XJMTU2Nnr29/eBf/vIX+/LycjIWi4WGhgaiNh03N7fesR7yw8PD7fLz8w0IBIJG20kCAIiIiOgQi8VOlZWV5LCwsI6cnByDkedt377d5uOPP7bp6OjA3759u2LkPl2ft73//vvtCxculKalpRleunRp0jfffGNeXl5e7uPj019XV1eSlpZmeOPGDUMfHx/O7du3KzMzMw3mzZvXZWhoqAYAmD9/fuetW7eoIzs9ixcv7t6yZYtdf38/5sKFC0ZCoVBmYGCguXnzpmFlZSVFW2cymQxXXl5O0tPT07yoLl7VnDlzushksoZMJitNTEwGHz9+jAcAmDx5smLOnDm9v9Zre1JSkgUAtPxan50AAJmZmfq1tbUkoVDIBgAYHBzECASCnuLiYpKFhcWgn59fHwCAiYmJGgAgNzfX4K9//WsrAIC7u/sAjUZTlJSUkAAAfH19paampioAAGdn54Ha2lpia2sr3tvbW0aj0ZQAAG+//XZHdXX1K4/VycnJ0R95/rJlyzpu375tEB4e3kUgEDTLly/vBgAQCAS9N2/eNAQAuHPnjuHDhw+HI5s9PT24zs5O7M8//0y9ePFiDQDA8uXLu6Ojo4f/TeHxeCAQCJrOzk6ssbGx+rVvwn841OlBEARBkDfciyIyE0VfX1+tUCiGP6MPCgrqycrKqrpw4YJRZGSkw8aNG1uMjY2VGAzmpWmNPgaDwQCVSlWLRCLpd999NykjI8OksLCwfDzKTSKRNAAAeDxeo1QqMQAAGo0GUlNTa/h8vnzksXFxcTQLC4vBCxcu1KnVaiCTyQLtPgqFMvxQ6erq2p+enm6s/X3y5MlHTU1NeA8PD87I9Ozs7JQEAkGTlZVleOzYsUejOz0JCQmPIyIiOj///HOLyMhIh7Kysmc6PrrQ6fTB2NjY9tjY2HYGg8ErKCggi0SiPiMjI/U777zT9c4773RFRERAenq6EQ6He+m4HgqFovH29pZdvHjR8OzZs8YrVqzo+LWOMPv27XskFoulI4+/fPkydWRdvAgOh9Oo1UOH9vf3PzMEY2TUC4fDgfbe6GobWlQqVf1r2cDX11eqHU+llZeXR8ZgMM9d88hPwkYbOfYJh8NpBgcHdZbjdbwoPzwer8Fisdq/YWSbLCgoqDAwMHjuZO3xugwODmIoFMqEj9/6M0JjehAEQRAEGXfm5uYqlUqF6evrwwAMDdy3trYe3Lx5c9uqVava7t27R/H39+/Ny8ujVlZW6gEAjPV528WLF41VKhWUlZURJRIJkc/nDwAAxMTEtG3dutWWz+f3aqNEt27dooSGhtLH81r8/f2l+/bts9Q+kN+5c4cMANDd3Y2zsrIaxOFw8PXXX5uqVDoDVRAcHCyTy+WY3bt3m2u39fT06HwG+/TTT5989tlnj8caeI/D4WD79u2tarUac+HCBcMXlTs1NdVQLpdjAAAePXqE7+rqwtnb2yuuX7+u//TpUxzA0GeI1dXVJDqdrpg1a1bPlStXJslkMqxUKsVeuXLF2N/fXzY63eXLl3d88803Znfv3qW+/fbbUgCA2bNndx86dMhcm19xcTFRKpXqvMZp06Yx6+rqnhuTZGNjo7hz5w4FAODcuXPGz5/5vKamJr2bN2/qAwB89913Jj4+Pj2jj5k5c2ZvQUGBQWlpKRFgaPa64uJiIp/PH2hpadG7ffs2BQCgs7MTOzg4CL6+vj2nTp0y0V5HU1OTnpub28BYZZgxY0bvzz//TG1ubsbJ5XLMP//5T51lNzAwUHV3dz/XxmfMmNGbl5dHbWpqwiuVSjh//rzJzJkzn7uOkXx9faW7d+8eHnOlHd/m7e0tO3bsmCkAwLlz5wylUulwfs3NzThjY2PlWJ9NvulQpAdBEARBkAkxY8aM7uvXrxssWrRI9sMPP1CTkpIm4/F4DYVCUaWkpNTRaDRlUlJSfWhoqLNarQZTU9PB3Nzch6PTcXZ2lguFQlZ7ezth//79Ddo31SKRqE9fX18VFRU1/GlbfX09UTsof7S6ujqipaWlm/b3F1988UoRsMTExMb33nvPjs1mczUaDcbGxkZ+69atmtjY2FaxWOyUlpZm7OvrKyOTyTojGlgsFi5dulS7fv1626SkpMkmJiZKCoWi+uSTTx6PPnb27Nm9LysPFouFrVu3Nu7du3eyNrIyckyPiYmJMjc3t/ratWuG8fHxdkQiUQ0A8Omnnz62s7NTZmRkGG3YsMEeAECtVmMCAwO733nnnU4sFgthYWHtU6dO5QAAhIeHPx35aZtWaGioNCYmxiEwMLBLGxnbtGlTW319PdHV1ZWj0WgwJiYmg1euXKkdfa5KpYKGhgaiubn5c/OY79ixozEmJoa+e/fuQYFA8NJ6AABwdHQcOHbsmOm6devsHRwc5PHx8U9HH0Oj0ZTJycn1y5cvd1QoFBgAgL/97W9P3Nzc5CkpKbUbN260GxgYwJJIJHVWVlb1li1bWsPDw+2ZTCYXh8NBcnJy/VhtCgDA3t5+cOvWrY3e3t4cc3PzQTc3tz6VSvVc6CciIqLtr3/9q/0HH3ygLigoqBh5/o4dO574+fkxNRoNJiAgoFs7495Y/v73v0veffddOyaTyVWpVBgvLy+Zj4/Po8TExEaxWOzI5XI506ZN67Gyshr+rPDq1auGY02O8d8A86KQGoIgCIIg/5mKiorq+Xz+uIxz+a3u3LlD3rNnz+S0tLS6lx+tm1gspi9YsKA7Kiqqc/S++vp6wsyZM1m1tbWlONzQC+3o6Gib1atXt4/HpAbI+Lt79y4pOTnZ7OjRo891+F5XVVWV3oIFCxgPHz4sG4+yvenmzJnjtGfPnsejP9N8kxQVFZnx+Xy6rn0o0oMgCIIgyISYPn16/927d6UTsU7KwYMHTRMSEqx37dol0XZ4AACSk5N/98M0MnE8PT0HPD090T36gw0MDGBCQkK63uQOz8ugSA+CIAiCvIH+DJEeBEGQP9KLIj1oIgMEQRAEQRAEQd5oqNODIAiCIAiCIMgbDXV6EARBEARBEAR5o6FOD4IgCIIgCIIgbzTU6UEQBEEQZEL09PRgPD09WUrlc0uyvFBKSorRtm3bJo9nWaqqqvQYDAZv9PbY2FhaWloadTzz0oVCobi/rDxxcXG0HTt2WAIA/Otf/9J3c3Njs9lsrqOjIy8uLo72ovSTkpJMIyIi7Ma/5G8moVDIysrKogAA+Pn5Obe1teHa2tpwiYmJwwvI1tfXE+bOnes4keW4fPky1d/f3xkA4PTp00abNm164X1GfjvU6UEQBEEQZEIcOHDALCQkpPN1p6teuXJl965du5onqFjP2L9/f+OiRYtkE5X+63b4tP7yl784JCcnN1RWVpZXV1eXrVy5smOci6bT4ODgH5HNM35rHY2X27dv15iZmana29tx//jHPyy02+l0+uC1a9d++aPKsWzZsu5r165Nkslk6Pl8AqBKRRAEQRBkQpw7d8506dKlXQAADQ0NBA8PDxabzeYyGAzetWvXDAAAUlNTDblcLofFYnGnTZvGBHg2aiEWi+lhYWF2AoGARafTXU6fPm0EACAQCFi5ublkbV5Tp05l5+XlkZ8rxEuIxWL68ePHjQEArK2tXTdt2kTjcrkcJpPJvX//PgkAQCqVYpcsWUJ3cXHhcDgc7qlTpyYBDEVrBAIBi8vlcrhcLufGjRv6AENv7728vJjBwcEOLBbruejSq+jo6MDb2dkNAgDg8XgQCAQDAAAtLS24wMBAJyaTyeXz+c9dc3t7O87a2tpVpVIBAIBMJsNOnjzZTS6XY8rKyogikYjB4/E4AoGApb0+sVhMf/fdd228vLyY69atsxmrTCOjEgAAERERdklJSaYvqru4uDjaokWLHLy9vZn29vYu+/btM9NVR0qlEqKjo21cXFw4TCaTu2fPHjNtPtu3b7dkMplcFovFXbdunTUAQG5uLpnP57OZTCZ39uzZTk+fPsUBDEVw1q5da+3q6sqh0+ku2nbW09ODWbBggSOTyeTOnz/fcWBgAKNN39ra2rWpqQm/efNmG4lEQmSz2dzo6GibkdG4vr4+zOLFi+lMJpPL4XC4ly5dogIMtdU5c+Y4iUQihr29vUtMTMxw/V28eNFwypQpbC6XywkKCnLs7u7GAgy1eQcHB55AIGClpqZO0h6PxWLBx8dHdvbsWaNXbSfIq0OLkyIIgiDIG251+mrb0tZSynim6WLh0nds4THJWPsHBgYwEomEyGKxFAAAx44dMwkICOjevXt3s1KpBJlMhm1sbMRv2LCBnpmZWclmsxUtLS04XWlJJBJifn5+VXl5OTEwMJC1cOHCksjIyLajR4+a+fj4SIqLi4kKhQLj5eXV/3uvy8zMTFleXl6RmJhonpiYaHn27NmGbdu2Wfn7+0vPnz9f39bWhvPw8OCEhIRIaTSaMjs7u5pCoWhKSkqIK1ascCwtLa0AACguLta/f/9+GZvNVvyWcrz33nstHA7HxcvLSzZnzpzu9evXt1MoFM2WLVtofD6/7+bNm7UZGRnUd955x6GysrJce56pqamKzWb3XblyhRocHCw7c+aMkZ+fXzeRSNS8++679n//+98bXF1d5T/++KP+2rVr7X7++edqAIDa2lrSnTt3qn/PIrK66g4AoKKiglxYWFghk8lw7u7uXLFY3D26jvbu3WtmZGSkKi0trejv78d4enqyg4ODpcXFxaTvv//euLCwsJJKpaq1bSQyMtLhq6++ejR//vye2NhY2tatW2nHjg21R6VSiSkpKak4e/as0c6dO2lz586t3rt3rwWZTFZXV1eX5+XlkadPn84dXf59+/Y9XrBgAVlbn1VVVXrafbt377YAAKiuri6/f/8+ad68eYza2tpSAIDy8nJKUVFROZlMVjs7O7vEx8e36Ovra3bt2mWVlZVVbWhoqP7oo48mf/bZZ5Y7d+5s3rBhA/3GjRtVPB5PvmDBgmc+n/Pw8OjNzs42ePfddzt/841AdEKRHgRBEARBxl1zczOeSqUOf7fk7e3de/r0abO4uDhafn4+2djYWJ2ZmakvFApl2o6BpaWlSldaYrG4A4fDgaurq9zW1lb+4MEDUmRkZOfNmzeN5HI55vDhw2ZhYWHjshBrWFhYJwCAUCjsk0gkRACAzMxMw6+++sqKzWZzfX19WXK5HFNTU6OnUCgwYWFhdCaTyV2yZIlTbW0tSZuOm5tb74s6PBgM5oXb9+7d2/TTTz9VBAYGSs+dO2c6c+ZMJgBAfn4+9S9/+Us7AEBISIisq6sL397e/kxnccmSJZ2nT582BgA4d+6cyfLlyzu7u7ux9+/fN1iyZIkTm83mrlu3zr61tZWgPeftt99+7c8QR9NVdwAAQUFBXQYGBhorKyvltGnTpNnZ2foAz9bRzZs3Dc+dO2fKZrO57u7unM7OTnx5eTnpxo0bhqtWrWqjUqlqgKE20t7ejpPJZLj58+f3AACsWbOm/eeffzYYef0AAD4+Pr2PHz/WAwDIyckxCA8PbwcA8PLy6mcymX2vc225ubkGERER7QAA7u7uAzQaTVFSUkICAPD19ZWampqqKBSKxtnZeaC2tpaYmZmpX1tbSxIKhWw2m809c+aM6aNHj/QePHhAsrGxkbu6usqxWCysXLmyfWQ+kydPVjY3N+vpKgPy+6BID4IgCIK84V4UkZko+vr6aoVCMfxyNSgoqCcrK6vqwoULRpGRkQ4bN25sMTY2Vo718D/S6GMwGAxQqVS1SCSSfvfdd5MyMjJMCgsLy8c4/bWQSCQNAAAej9colUoMAIBGo4HU1NQaPp8vH3lsXFwczcLCYvDChQt1arUayGSyQLuPQqGoX5SPpaWlsru7+5nOSkdHB87BwWE4Dx6PJ+fxeE/j4uKempqaTmlubsZpNJrn0sJgMM9sXLFiRdfOnTutW1pacKWlpZTg4GCpVCrFUqlU5cio0EgGBgYvLC8AAIFA0KjV//9hcrn8mRujq+5+Ld/o8gLAs3Wk0Wgw+/bteyQWi6Ujj71y5Yrhq7SRMcoBKpVqzHK8Dl31rqWnpze8E4fDaQYHBzEajQZ8fX2lly5dqht5bG5uLvlF5ejv78eQSKSX3gvk9aFID4IgCIIg487c3FylUqkwfX19GACA6upqPWtr68HNmze3rVq1qu3evXsUf3//3ry8PGplZaUewNB4FV1pXbx40VilUkFZWRlRIpEQ+Xz+AABATExM29atW235fH6vNkp069YtSmhoKH08r8Xf31+6b98+S+0D/507d8gAAN3d3TgrK6tBHA4HX3/9tal2HM2rMDIyUltYWAymp6dTAYauPTMz02jWrFk9AABnzpwx0uZXUlJCwuFwGjMzM5W3t7fs+PHjpgBD42KMjY2VJiYm6tFp8/n83ujoaLuAgIBuPB4PJiYmahsbG8WxY8eMAQDUajX89NNPOsdAjVWHTk5O8pqaGnJ/fz+mvb0dl5OTY/gq13r16tVJfX19mObmZtzPP/9M9fX17R19zOzZs7sPHTpkru1IFRcXE6VSKXbu3LnSkydPmmkH97e0tOBMTU1VhoaGKu14nX/84x+m06ZN63lRGXx9fXtOnTplAgBw9+5dUnV19XOfexoZGal6e3t1PhuPPL+4uJjY1NSk5+bmNjBWfjNnzuwtKCgwKC0tJQIMja0qLi4mTpkyZeDx48d6ZWVlRACAM2fOmIw8r6qqisTj8X73Z5rI81CkB0EQBEGQCTFjxozu69evGyxatEj2ww8/UJOSkibj8XgNhUJRpaSk1NFoNGVSUlJ9aGios1qtBlNT08Hc3NyHo9NxdnaWC4VCVnt7O2H//v0NFApFAwAgEon69PX1VVFRUcOfttXX1xPJZLLO1/J1dXVES0tLN+3vL7744pUiYImJiY3vvfeeHZvN5mo0GoyNjY381q1bNbGxsa1isdgpLS3N2NfXV0Ymk8d8Qz8wMIAdmffatWtbvv3227p169bZbd261RYAYOvWrY08Hk8OAHDq1CnTDz/80JZEIqnxeLzm6NGjdXg8Hnbv3t2o/aSOTCarv/nmmzpd+S1durRz9erVjpcvX67Sbjt9+vQva9assd+9e7eVUqnEhIaGdkybNu25B+yx6tDZ2XkwODi4k8Ph8BwcHAZ4PN4rfSLm7u7eGxAQwGhsbNSLj49votPpg6WlpaSRx2zatKmtvr6e6OrqytFoNBgTE5PBK1eu1C5evFh67949ypQpUzgEAkETGBjYffDgwSfHjx+vW7t2rf3GjRuxdnZ28tOnT9e/qAzx8fGty5cvd2AymVwej9fn6ur6XMdr8uTJKoFA0MNgMHizZs3qjouLa9Xu27JlS2t4eLg9k8nk4nA4SE5Orh+rnQEA0Gg0ZXJycv3y5csdFQoFBgDgb3/72xM3Nzf5gQMHGhYsWOBsYmKi9PLy6qmoqBjufGZlZVF379795FXqFXk9mBeF6xAEQRAE+c9UVFRUz+fzx2Wcy291584d8p49eyanpaXpfDB/FWKxmL5gwYLuqKio5wZ219fXE2bOnMmqra0txeGGgkTR0dE2q1evbh+PSQ3+W41nHcbFxdEMDAxUO3fubBmPsr3JJBIJfunSpY4//fRT9b+7LP+pioqKzPh8Pl3XPhTpQRAEQRBkQkyfPr3/7t27UqVSCb93kPxoBw8eNE1ISLDetWuXRNvhAQBITk5+PK4Z/RdCdfjv8csvv+jt27fvDx9/998CRXoQBEEQ5A30Z4j0IAiC/JFeFOlBExkgCIIgCIIgCPJGQ50eBEEQBEEQBEHeaKjTgyAIgiAIgiDIGw11ehAEQRAEQRAEeaOhTg+CIAiCIBOip6cH4+npyVIqla91XkpKitG2bdsmj2dZqqqq9BgMBm/09tjYWFpaWhp1PPPSBYfDCdhsNpfBYPCCgoIctYttPnr0CL9gwQJHW1tbFycnJ56fn59zcXExEQCgpKSE6O/v72xra+vC4/E4Xl5ezKtXrxoADE1v7O/v78xisbja816U/1jXP96sra1dm5qa8AAAFArF/WVliIuLo+3YscMSYGh6cmtra1c2m83lcrmcmzdv6k90eV8mKSnJNCIiwg4A4MsvvzQ/ePCgqXZ7fX09QXvcsmXL7AsLC0ljpTMe8vPzyWKxmD6RebzJ0JTVCIIgCIJMiAMHDpiFhIR0vu501StXruwGgO6JKdWz9u/f3ziR6Wun6yYSierKyspyAICQkBCHffv2me/YsaMlJCTEOSwsrP3y5cu/AADk5uaSGxsbCc7Ozorg4GDG559/Lvm1PuDu3bukn376ST8oKKhn69at1rNmzZJ+/PHHrQAAeXl55LFLMX4GBweBQCC8/MDfKCEh4XFUVFTnxYsXDdetW2dfXV1dPnL/REx//qq2bNnyVPv3qVOnzKZMmdJPp9MHAQDOnj3bMJF5Dw4OglAo7G9qatJ7+PChHoPBUExkfm8iFOlBEARBEGRCnDt3znTp0qVdAAANDQ0EDw8Pljbace3aNQMAgNTUVEMul8thsVjcadOmMQGefbsuFovpYWFhdgKBgEWn011Onz5tBAAgEAhYubm5ww/6U6dOZf+WB3+xWEw/fvy4McBQlGLTpk00LpfLYTKZ3Pv375MAAKRSKXbJkiV0FxcXDofD4Z46dWoSwFDkQiAQsLhcLofL5XJu3LihDwBw+fJlqpeXFzM4ONiBxWI9F13x9fXtqampIV6+fJmKx+M1Ix+mfXx8+ufOnduTnJxsOnXq1B5thwcAwNPTc2Djxo3tAADNzc0EW1vb4Qdf7UKiarUaoqOjbRgMBo/JZHKPHDliPDp/Nzc3dkFBwXBUQigUsrKzsyljXWdSUpJpUFCQ46xZs5xFIhHzdev4t5g7d65MIpEQAYbuS3x8vJVAIGAdO3bM+OLFi4ZTpkxhc7lcTlBQkGN3dzcWAOD27dsUd3d3NovF4rq6unI6OzuxfX19mMWLF9OZTCaXw+FwL126RNVe05w5c5xEIhHD3t7eJSYmxkab9//+7/+a0ul0F09PT1Zubq6Bdrs2KnX8+HHj0tJSSkREhCObzeb29PRghEIhKysriwIAkJycbMJkMrkMBoO3du1aa+35FArF/a9//as1i8Xi8vl8tkQiwQMANDY24t966y0nFxcXjouLC+f69ev62vxWrFhhP336dMbbb7/tAAAQFBTU9e233z53T5GXQ5EeBEEQBHnDrU5fbVvaWkoZzzRdLFz6ji08NuZCigMDAxiJREJksVgKAIBjx46ZBAQEdO/evbtZqVSCTCbDNjY24jds2EDPzMysZLPZipaWFpyutCQSCTE/P7+qvLycGBgYyFq4cGFJZGRk29GjR818fHwkxcXFRIVCgdE++P8eZmZmyvLy8orExETzxMREy7NnzzZs27bNyt/fX3r+/Pn6trY2nIeHByckJERKo9GU2dnZ1RQKRVNSUkJcsWKFY2lpaQUAQHFxsf79+/fL2Gz2M2/kBwcH4YcffjCcM2eOtLi4mMzn8/t0laOsrIzk7u6ucx8AwPr161sjIyMdDx061Ddz5kzp2rVr2+l0+uCJEycmlZSUkCsqKsqamprwQqGQM2fOnJ6R54rF4o6UlBQTDw+PxoaGBkJraytBJBL1bdiwwVrXdQIA3Lt3z6C4uLjM0tJS9Xvr+FWcOXNmEoPBGL6fJBJJXVhYWNXU1IQPDg52ysrKqjY0NFR/9NFHkz/77DPLhISE5pUrVzqlpKTU+vn59XV0dGANDAzUCQkJlgAA1dXV5ffv3yfNmzePUVtbWwoAUF5eTikqKionk8lqZ2dnl/j4+BYCgQCJiYm0wsLCChMTE5WPjw/LxcXlmfsQFRXVeejQIYu9e/dKZsyY8cy++vp6wieffGJdWFhYYW5urhSJRMyTJ09OCg8P7+rv78dOmzat58CBA09iYmJsDhw4YP7ll182RUdH28bFxbW89dZbPQ8fPtR76623GL/88ksZAEBxcTElLy+v0sDAQAMA4OXl1ZuYmGgFAC0TfAveOCjSgyAIgiDIuGtubsZTqdThwTze3t69p0+fNouLi6Pl5+eTjY2N1ZmZmfpCoVCm7RiM9UAtFos7cDgcuLq6ym1tbeUPHjwgRUZGdt68edNILpdjDh8+bBYWFjYuC7GGhYV1AgAIhcI+baQhMzPT8KuvvrJis9lcX19fllwux9TU1OgpFApMWFgYnclkcpcsWeJUW1s7HD1xc3PrHdnhkcvlWDabzXV1deXa2Ngo3n///dcq7+zZs50YDAZvzpw5Tr/WibSmpqYkKiqqraqqiiwQCLiNjY347Oxs6tKlSzvweDzY2toqvby8enJycp7p8EZERHRmZGQYAwCcOHHCODg4uPNF1wkAIBKJpL+3w4PBYF66ffv27TZsNpt79OhRs3/84x/1I8v8axn1a2trSUKhkM1ms7lnzpwxffTokV5xcTHJwsJi0M/Prw8AwMTERE0gECA3N9cgIiKiHQDA3d19gEajKUpKSkgAAL6+vlJTU1MVhULRODs7D9TW1hKzsrL0vb29ZTQaTUkikTRvv/12x+tcY05OzvD5BAIBli1b1nH79m0DAAACgaBZvnx5NwCAQCDobWho0AMAuHPnjuH7779vx2azucHBwc49PT24zs5OLADA3Llzu7QdHgAAKysrZUtLy8R9X/gGQ5EeBEEQBHnDvSgiM1H09fXVCoVi+OVqUFBQT1ZWVtWFCxeMIiMjHTZu3NhibGysHOtBeKTRx2AwGKBSqWqRSCT97rvvJmVkZJgUFhaWj3H6ayGRSBoAADwer1EqlRgAAI1GA6mpqTV8Pl8+8ti4uDiahYXF4IULF+rUajWQyWSBdh+FQlGPPHbkmB4tV1fX/rS0NJ2fKvF4vIHs7OzhT6tu3LhRm5WVRYmPj7fVbrO0tFTFxMR0xMTEdPj7+ztfv37dQKPR6EruGQ4ODoOTJk1S5uXlkS9evGiSnJzc8KLrzMnJ0R99Pb+FpaWlsru7+5loXkdHB87BwWE4P+2YntHnUqlUtbaMvr6+0kuXLtWN3J+Xl0fGYDDPXfyL6kNPT294Jw6H0wwODmIAxu6cvYoX5YfH4zVYLFb7N4xsXwUFBRUjOzda+vr6z9R7f38/lkQi/e578d8IRXoQBEEQBBl35ubmKpVKhenr68MAAFRXV+tZW1sPbt68uW3VqlVt9+7do/j7+/fm5eVRKysr9QAAxvq87eLFi8YqlQrKysqIEomEyOfzBwAAYmJi2rZu3WrL5/N7tVGIW7duUUJDQ+njeS3+/v7Sffv2WarVQ8+ad+7cIQMAdHd346ysrAZxOBx8/fXXpirV6wVCgoODZQqFArNv3z4z7bbbt29Tvv/+e4M1a9a0FxQUGKSkpBhp9/X29g4/t2VkZFC1M8B1dnZiGxoaiA4ODgo/Pz9ZamqqiVKphMbGRnx+fr6BSCTqHZ334sWLO3bt2jVZJpPhhEJh/4uuUxcHB4fXngnOyMhIbWFhMZienk4FGLrfmZmZRrNmzep52blaM2fO7C0oKDAoLS0lAgDIZDJscXExkc/nD7S0tOjdvn2bAjBUJ4ODg+Dr69tz6tQpEwCA4uJiYlNTk56bm9vAWOnPmDGj9+eff6Y2Nzfj5HI55p///KfOTqmBgYFqdAdOe35eXh61qakJr1Qq4fz58yYzZ8584fX5+vpKd+/ebaH9PXKs2mjl5eVEFov1uz/j/G+EIj0IgiAIgkyIGTNmdF+/ft1g0aJFsh9++IGalJQ0GY/HaygUiiolJaWORqMpk5KS6kNDQ53VajWYmpoO5ubmPhydjrOzs1woFLLa29sJ+/fvb6BQKBoAAJFI1Kevr6+Kiooa/lSsvr6eSCaTdb5ur6urI1paWrppf3/xxRevFAFLTExsfO+99+zYbDZXo9FgbGxs5Ldu3aqJjY1tFYvFTmlpaca+vr4yMpn8Wm/gsVgsZGRk1K5bt852//79k4lEosbGxkZ+4MABiYGBgSY9Pb0mNjbWZuvWrXZmZmaD+vr6qm3btjUCANy9e5eyadMmOxwOp9FoNJjw8PA2Pz+/PpFI1Jebm2vA4XB4GAxG8+mnnz62s7NTVlVV6Y3Me9WqVZ0ff/yx3fvvvz88e91Y1zm63E1NTXiNRvPScMjAwAB2ZH2vXbu25dtvv61bt26d3datW20BALZu3drI4/HkY6fyLBqNpkxOTq5fvny5o0KhwAAA/O1vf3vi5uYmT0lJqd24caPdwMAAlkQiqbOysqq3bNnSGh4ebs9kMrk4HA6Sk5Prx2ofAAD29vaDW7dubfT29uaYm5sPurm59alUqueuNSIiou2vf/2r/QcffKAuKCioGHn+jh07nvj5+TE1Gg0mICCge9WqVV0vuqa///3vknfffdeOyWRyVSoVxsvLS+bj4/NI17E//vij4YIFC/6QmQ3fNJhXCYMiCIIgCPKfpaioqJ7P54/LOJff6s6dO+Q9e/ZMTktLq3v50bqJxWL6ggULunV98lRfX0+YOXMmq7a2thSHG3rpHh0dbbN69er28ZjUANHt9OnTRrW1tcTt27e3/rvL8t+kv78f4+3tzSooKKicyGnD/5MVFRWZ8fl8uq59KNKDIAiCIMiEmD59ev/du3elE7G2ysGDB00TEhKsd+3aJdF2eAAAkpOTH49rRshzVqxYgSIN/wY1NTV6n3/++RPU4fltUKQHQRAEQd5Af4ZID4IgyB/pRZEeNJEBgiAIgiAIgiBvNNTpQRAEQRAEQRDkjYY6PQiCIAiCIAiCvNFQpwdBEARBEARBkDca6vQgCIIgCDIhenp6MJ6eniylUvla56WkpBht27Zt8niWpaqqSo/BYDy3oGZsbCwtLS2NOp556YLD4QRsNpvLYDB4QUFBjtqFRR89eoRfsGCBo62trYuTkxPPz8/Pubi4mAgAUFJSQvT393e2tbV14fF4HC8vL+bVq1cNAAAkEgne39/fmcVicbXnvSj/sa5/vFlbW7s2NTWN21R9cXFxtB07dliO3l5fX0+YO3euIwDA5cuXqVQqdQqHw+E6OjryNm/ebDVe+f8eFArFHeDZsubm5pLPnj07vODsRLR1XXx8fJhPnz7VufjvfwvU6UEQBEEQZEIcOHDALCQkpPN1p6teuXJl965du5onqFjP2L9/f+OiRYtkE5W+tsNHJBLVlZWV5Q8fPiwjEAiaffv2mavVaggJCXGeMWOGTCKRlNbW1pZ98cUXTxobGwl9fX2Y4OBgxrvvvvtUIpGUlpWVVRw8ePDRw4cPiQAAW7dutZ41a5a0qqqqvLa2tuzLL798MlHXMNLg4OAfkc1L0en0wWvXrv2i/e3h4dFTUVFR/uDBg4rU1FTT7Oxsysjj/53lHlnWgoICyvfffz/c6Znotq5Wq0GlUsGKFSva9+7daz5R+fwnQJ0eBEEQBEEmxLlz50yXLl3aBQDQ0NBA8PDwYGmjHdeuXTMAAEhNTTXkcrkcFovFnTZtGhMAICkpyTQiIsIOYGhx0rCwMDuBQMCi0+kup0+fNgIAEAgErNzcXLI2r6lTp7Lz8vLIzxXiJcRiMf348ePGAENRik2bNtG4XC6HyWRy79+/TwIAkEql2CVLltBdXFw4HA6He+rUqUkAQ9ETgUDA4nK5HC6Xy7lx44Y+wFDkwcvLixkcHOzAYrGei674+vr21NTUEC9fvkzF4/GaLVu2PNXu8/Hx6Z87d25PcnKy6dSpU3tWrlw5vCaOp6fnwMaNG9sBAJqbmwm2trYK7T7tYqxqtRqio6NtGAwGj8lkco8cOWI8On83Nzd2QUEBSftbKBSysrOzKWNdZ1JSkmlQUJDjrFmznEUiEfNV6zYwMNCJx+NxnJ2deXv37jXTbtd1z1taWnCBgYFOTCaTy+fzn7mXxcXFFG9vb6a9vb3Lvn37zLR1rytyZWhoqHZ1de2rqqoixsXF0VasWGE/ffp0xttvv+3Q2NiIf+utt5xcXFw4Li4unOvXr+sDAHR3d2MXL15MZzKZXCaTyf3mm28mAQAkJyebMJlMLoPB4K1du9ZamweFQnH/61//as1isbh8Pp8tkUjwAACVlZV6U6ZMYbu4uHDef/99mvZ4bVkHBgYwX3zxBe3SpUvGbDabe+TIEeORbb26ulpv2rRpTCaTyZ02bRrz4cOHegBDbTQyMtLW3d2dbWNj46ptrwAAH3/8saWLiwuHyWRyN23aRNPm5+joyFu1apUdj8fj1tbW6i1fvrzr4sWLpq96795EaHFSBEEQBHnDrU5fbVvaWkp5+ZGvzsXCpe/YwmOSsfYPDAxgJBIJkcViKQAAjh07ZhIQENC9e/fuZqVSCTKZDNvY2IjfsGEDPTMzs5LNZitaWlp0fn4jkUiI+fn5VeXl5cTAwEDWwoULSyIjI9uOHj1q5uPjIykuLiYqFAqM9sH/9zAzM1OWl5dXJCYmmicmJlqePXu2Ydu2bVb+/v7S8+fP17e1teE8PDw4ISEhUhqNpszOzq6mUCiakpIS4ooVKxxLS0srAACKi4v179+/X8ZmsxUj0x8cHIQffvjBcM6cOdLi4mIyn8/v01WOsrIykru7u859AADr169vjYyMdDx06FDfzJkzpWvXrm2n0+mDJ06cmFRSUkKuqKgoa2pqwguFQs6cOXN6Rp4rFos7UlJSTDw8PBobGhoIra2tBJFI1LdhwwZrXdcJAHDv3j2D4uLiMktLS9Wr1mVKSkq9paWlqqenB+Pu7s5dtWpVp1qtxui651u2bKHx+fy+mzdv1mZkZFDfeecdh8rKynIAgIqKCnJhYWGFTCbDubu7c8Vi8ZiLozY3N+Pu37+v/8knnzSWl5eTi4uLKXl5eZUGBgaa4OBgh7i4uJa33nqr5+HDh3pvvfUW45dffin78MMPrQwNDVXV1dXlAABPnz7F1dfXEz755BPrwsLCCnNzc6VIJGKePHlyUnh4eFd/fz922rRpPQcOHHgSExNjc+DAAfMvv/yyad26dXbvvvvu0w0bNrR/8cUXz0VVSCSS5v/9v//XWFBQoH/ixIlHAEMdSu3+mJgYu7CwsPa//vWv7fv37zddu3at7c2bN2sBAFpaWggFBQWVDx48IIWGhjpHRUV1Xrx40bCmpoZUXFxcodFoIDAw0Pnq1asGjo6Oivr6etKRI0fqT5069UibvkKhwDQ3N+MmT578yvfwTYIiPQiCIAiCjLvm5mY8lUodHszj7e3de/r0abO4uDhafn4+2djYWJ2ZmakvFApl2o7BWA/UYrG4A4fDgaurq9zW1lb+4MEDUmRkZOfNmzeN5HI55vDhw2ZhYWHjshBrWFhYJwCAUCjsk0gkRACAzMxMw6+++sqKzWZzfX19WXK5HFNTU6OnUCgwYWFhdCaTyV2yZIlTbW3tcPTEzc2td2SHRy6XY9lsNtfV1ZVrY2OjeP/991+rvLNnz3ZiMBi8OXPmOP1aJ9KampqSqKiotqqqKrJAIOA2Njbis7OzqUuXLu3A4/Fga2ur9PLy6snJyXmmwxsREdGZkZFhDABw4sQJ4+Dg4M4XXScAgEgkkr5OhwcAYPfu3ZYsFosrEAg4zc3NhLKyMtJY9zw/P5/6l7/8pR0AICQkRNbV1YVvb2/HAQAEBQV1GRgYaKysrJTTpk2TZmdn64/Oq6CgwIDD4XADAgKY77//frOHh8cAAMDcuXO7DAwMNAAAd+7cMXz//fft2Gw2Nzg42LmnpwfX2dmJzcrKMty0aVOrNi1zc3NVTk6Ovre3t4xGoykJBAIsW7as4/bt2wYAAAQCQbN8+fJuAACBQNDb0NCgBzDUMVyzZk0HAEB0dHT769QVAMD9+/f133vvvQ4AgLVr13YUFhYaaPeFhIR04XA4EAgEA+3t7QQAgGvXrhlmZWUZcrlc7q8RHVJlZSUJAMDKykoREBDQOzJ9U1NT5aNHj/Ret1xvChTpQRAEQZA33IsiMhNFX19frVAohl+uBgUF9WRlZVVduHDBKDIy0mHjxo0txsbGSgwG89K0Rh+DwWCASqWqRSKR9LvvvpuUkZFhUlhYWD4e5SaRSBoAADwer1EqlRgAAI1GA6mpqTV8Pl8+8ti4uDiahYXF4IULF+rUajWQyWSBdh+FQlGPPFY7pmfkNldX1/60tLTnPj8DAODxeAPZ2dnDD703btyozcrKosTHx9tqt1laWqpiYmI6YmJiOvz9/Z2vX79uoNFoXnqNDg4Og5MmTVLm5eWRL168aJKcnNzwouvMycnRH309L3P58mXq7du3qQUFBZVUKlUtFApZ/f39WI1G89z91OY9GgaD0fz6/6O3P3esh4dHz61bt2pGb9fX1x8ut0ajgYKCggptJ2jk9tFpvqge8Xi8BovFav8GbTsBAMBisS+/Ab+Btl2OLJtGo4HY2NimDz744JkOdFVVlZ6u+yWXyzGvex/fJCjSgyAIgiDIuDM3N1epVCpMX18fBmBovIK1tfXg5s2b21atWtV27949ir+/f29eXh61srJSD2BoXIeutC5evGisUqmgrKyMKJFIiHw+fwAAICYmpm3r1q22fD6/VxsxuHXrFiU0NJQ+ntfi7+8v3bdvn6VaPfS8eOfOHTIAQHd3N87KymoQh8PB119/bapSvd5XQ8HBwTKFQoHRjlMBALh9+zbl+++/N1izZk17QUGBQUpKyvCg997e3uHntoyMDKp2BrjOzk5sQ0MD0cHBQeHn5ydLTU01USqV0NjYiM/PzzcQiUS9MMrixYs7du3aNVkmk+GEQmH/i65TFwcHhxfOBNfV1YUzMjJSUalU9f3790lFRUX6v+ah8557e3vLjh8/bgow1GEyNjZWmpiYqAEArl69Oqmvrw/T3NyM+/nnn6m+vr7PXc+r8PX1le7evdtC+1s7JmzmzJnS//mf/xne/vTpU9yMGTN68/LyqE1NTXilUgnnz583mTlzZo+udLWmTp3ac+TIERMAgCNHjugcP2NoaKjq6enR+fzt7u7ee/ToUWOAofFEHh4eL8wvKChIevLkSbPu7m4sAEBdXR3hyZMnOgMaarUanj59SmCxWHJd+/8boE4PgiAIgiATYsaMGd3Xr183AAD44YcfqFwul8fhcLjp6enGW7ZsaaHRaMqkpKT60NBQZxaLxQ0NDXXUlY6zs7NcKBSy5s+fz9i/f38DhULRAACIRKI+fX19VVRU1PCb7vr6eiKZTNb5tr2uro5oaWnppv3fsWPHdEZZRktMTGxUKpUY7SQM27dvtwYAiI2NbT19+rQpn89nV1dXk8hk8mu9RcdisZCRkVH7r3/9y9DW1tbF2dmZ97e//Y1mZ2c3aGBgoElPT6/5+9//bm5jY+M6ZcoUdkJCgtW2bdsaAQDu3r1LmTJlCofJZHKFQiEnPDy8zc/Pry88PLyLx+P1czgc3syZM5mffvrpYzs7u+fmDF+1alXn999/b7Jw4cKOl13naE1NTXiNRqMzRKdUKjEkEkktFou7lUolhslkcrdt20bj8/m9AABj3fPdu3c33rt3j8JkMrkfffSR9TfffFOnTdPd3b03ICCA4eXlxYmPj2+i0+m/aSq2v//975J79+7pM5lMrpOTE+/gwYPmAABffPFFU1dXF47BYPBYLBb3ypUrVHt7+8EdO3Y88fPzY3I4HJ6bm1vfqlWrul6U/tdff/3o73//u4WLiwunu7tbZwc+KChIVl1dTdZOZDBy36FDhx6dPHnSjMlkck+fPm369ddfvzBC+/bbb0uXLFnS4enpyWYymdzQ0FCnrq4unfnm5ORQ3N3dewkEwgvr6E2GeZUwKIIgCIIg/1mKiorq+Xz+uIxz+a3u3LlD3rNnz+S0tLS6lx+tm1gspi9YsKA7Kiqqc/S++vp6wsyZM1m1tbWlONzQs150dLTN6tWr28djUgNEt9OnTxvV1tYSt2/f3jpye2NjI37KlCnc1tbW4n9X2RDdoqKibBctWtS1cOHCCZue/c+gqKjIjM/n03XtQ2N6EARBEASZENOnT++/e/euVKlUwuuu1fMyBw8eNE1ISLDetWuXRNvhAQBITk5+PK4ZIc9ZsWLFc7OnpaSkGG3fvt1mx44df8h6QcjrcXFx6X/TOzwvgyI9CIIgCPIG+jNEehAEQf5IL4r0oDE9CIIgCIIgCIK80VCnB0EQBEEQBEGQNxrq9CAIgiAIgiAI8kZDnR4EQRAEQRAEQd5oqNODIAiCIMiE6OnpwXh6erKUyueWiXmhlJQUo23btk0ez7JUVVXpMRiM5xbUjI2NpaWlpVHHMy9dcDicQLv+TVBQkKN2YdFHjx7hFyxY4Ghra+vi5OTE8/Pzcy4uLiYCAJSUlBD9/f2dbW1tXXg8HsfLy4t59epVAwAAiUSC9/f3d2axWFzteS/Kf6zrR3SLi4uj7dixwxLg2Tayc+dOC+29AwDw8/Nzbmtr07k2znihUCjuAENTgotEIsZE5vUmQ50eBEEQBEEmxIEDB8xCQkI6X3e66pUrV3bv2rWreYKK9Yz9+/c3Llq0aMKm8tV2+IhEorqysrL84cOHZQQCQbNv3z5ztVoNISEhzjNmzJBJJJLS2trasi+++OJJY2Mjoa+vDxMcHMx49913n0okktKysrKKgwcPPnr48CERAGDr1q3Ws2bNklZVVZXX1taWffnll3/IVNGDg79pXdDf7XU7zuNpZBtJTk627OnpGX5+vn37do2ZmZnqjygHjUZTWlpaDl6/fl3/j8jvTYM6PQiCIAiCTIhz586ZLl26tAsAoKGhgeDh4cHSRjuuXbtmAACQmppqyOVyOSwWiztt2jQmAEBSUpJpRESEHcDQ4qRhYWF2AoGARafTXU6fPm0EACAQCFi5ublkbV5Tp05l5+XlkZ8rxEuIxWL68ePHjQEArK2tXTdt2kTjcrkcJpPJvX//PgkAQCqVYpcsWUJ3cXHhcDgc7qlTpyYBDEVPBAIBi8vlcrhcLufGjRv6AACXL1+menl5MYODgx1YLNZz0RVfX9+empoa4uXLl6l4PF6zZcuWp9p9Pj4+/XPnzu1JTk42nTp1as/KlSuH18Tx9PQc2LhxYzsAQHNzM8HW1lah3addjFWtVkN0dLQNg8HgMZlM7pEjR4xH5+/m5sYuKCggaX8LhUJWdnY2ZazrTEpKMg0KCnKcNWuWs0gkYr6oPrVRCQCA48ePG4vFYrq2niMjI23d3d3ZNjY2rto6v3z5MtXDw4M1e/ZsJycnJ15YWJidSqUaTis2Npbm5ubG/te//mXw9ddfm7i6unLYbDY3LCzMXtsR0tWGWlpacIGBgU5MJpPL5/OH20ZcXBxtyZIldKFQyLKxsXFNSEiw0JZ369atk+l0uouPjw9T27kc2UYSEhIsWltbCX5+fkwvLy+mts00NTXhAQA++eQTSwaDwWMwGLydO3daaNuIo6Mjb/ny5fbOzs686dOnM3p6ejAAAGVlZUSRSMTg8XgcgUDA0ra3yspKvSlTprBdXFw477//Pm1k/S5atKjrxIkTpi+6B4huaHFSBEEQBHnDrU5fbVvaWkoZzzRdLFz6ji08Jhlr/8DAAEYikRBZLJYCAODYsWMmAQEB3bt3725WKpUgk8mwjY2N+A0bNtAzMzMr2Wy2oqWlRednQhKJhJifn19VXl5ODAwMZC1cuLAkMjKy7ejRo2Y+Pj6S4uJiokKhwGgf/H8PMzMzZXl5eUViYqJ5YmKi5dmzZxu2bdtm5e/vLz1//nx9W1sbzsPDgxMSEiKl0WjK7OzsagqFoikpKSGuWLHCsbS0tAIAoLi4WP/+/ftlbDZbMTL9wcFB+OGHHwznzJkjLS4uJvP5/D5d5SgrKyO5u7vr3AcAsH79+tbIyEjHQ4cO9c2cOVO6du3adjqdPnjixIlJJSUl5IqKirKmpia8UCjkzJkzp2fkuWKxuCMlJcXEw8OjsaGhgdDa2koQiUR9GzZssNZ1nQAA9+7dMyguLi6ztLT8zVGNlpYWQkFBQeWDBw9IoaGhzlFRUZ0AACUlJfr3798vZTKZihkzZjBOnDhhHBUV1dnf3491cXHp379/f+O9e/dIu3fvnlxQUFBJJBI1q1atsjt8+LDp22+/3a2rDW3ZsoXG5/P7bt68WZuRkUF95513HCorK8sBAGpqaki5ublVXV1dOA6H4/LBBx88zc/PJ//zn/80KSkpKR8cHIQpU6ZwR9f/9u3bWw8dOmR5+/btaisrq2dCT9nZ2ZTvvvvOtLCwsEKj0YBAIOAEBATIzMzMVI8ePSKdOnXqFx8fn4Z58+Y5njhxwnjdunUd7777rv3f//73BldXV/mPP/6ov3btWruff/65et26dXbvvvvu0w0bNrR/8cUX5iPzmT59eu/OnTuf6QghrwZFehAEQRAEGXfNzc14KpU6/GDo7e3de/r0abO4uDhafn4+2djYWJ2ZmakvFApl2o7BWA/UYrG4A4fDgaurq9zW1lb+4MEDUmRkZOfNmzeN5HI55vDhw2ZhYWHjshBrWFhYJwCAUCjsk0gkRACAzMxMw6+++sqKzWZzfX19WXK5HFNTU6OnUCgwYWFhdCaTyV2yZIlTbW3tcPTEzc2td2SHRy6XY9lsNtfV1ZVrY2OjeP/991+rvLNnz3ZiMBi8OXPmOP1aJ9KampqSqKiotqqqKrJAIOA2Njbis7OzqUuXLu3A4/Fga2ur9PLy6snJyXmmwxsREdGZkZFhDABw4sQJ4+Dg4M4XXScAgEgkkv6eDg8AQEhISBcOhwOBQDDQ3t5O0G53dXXt5XK5CjweD0uXLu3Izs42AADA4XAQGRnZCQBw7do1amlpKYXP53PYbDY3JyfH8JdffiGO1Yby8/Opf/nLX9p/zVfW1dWFb29vxwEAzJkzp4tMJmusrKyUJiYmg48fP8bfunXLYN68eV1UKlVtYmKinjNnTtfrXFtmZqbBvHnzugwNDdVGRkbq+fPnd966dYsKAGBtbS338fHpBwBwd3fvq6+vJ3Z3d2Pv379vsGTJEic2m81dt26dfWtrKwFgqIO5Zs2aDgCA6Ojo9pH50Gg0ZWtrq95vqP7/eijSgyAIgiBvuBdFZCaKvr6+WqFQDL9cDQoK6snKyqq6cOGCUWRkpMPGjRtbjI2NlRgM5qVpjT4Gg8EAlUpVi0Qi6XfffTcpIyPDpLCwsHw8yk0ikTQAAHg8XqNUKjEAABqNBlJTU2v4fL585LFxcXE0CwuLwQsXLtSp1Wogk8kC7T4KhaIeeax2TM/Iba6urv1paWnPfX4GAMDj8Qa0D/8AADdu3KjNysqixMfH22q3WVpaqmJiYjpiYmI6/P39na9fv26g0Wheeo0ODg6DkyZNUubl5ZEvXrxokpyc3PCi68zJydEffT1jGXmv+vv7n7lx2rrV5qXrnJG/9fT01NrxYBqNBrNkyZL2//u//3tm7FJKSoqRrjakqx4wGIwGAIBIJA7vxOFwoL3Pr9IWx/KietfT0xuZn6a/vx+rUqmASqUqR7cJLSwWqzPBvr4+DJFIfKV7gTwLRXoQBEEQBBl35ubmKpVKhenr68MAAFRXV+tZW1sPbt68uW3VqlVt9+7do/j7+/fm5eVRKysr9QCGxmHoSuvixYvGKpUKysrKiBKJhMjn8wcAAGJiYtq2bt1qy+fze7Vv+G/dukUJDQ2lj+e1+Pv7S/ft22epVg89a965c4cMANDd3Y2zsrIaxOFw8PXXX5tqx6K8quDgYJlCocDs27fPTLvt9u3blO+//95gzZo17QUFBQYpKSlG2n29vb3Dz20ZGRlU7SxinZ2d2IaGBqKDg4PCz89PlpqaaqJUKqGxsRGfn59vIBKJekfnvXjx4o5du3ZNlslkOKFQ2P+i69TFwcFB50xwpqamg/fu3SOpVCpIT0/X2aEbraSkRL+yslJPpVJBamqqiUgkem5iiblz50ovX75s/OTJEzzAUFuprq7WG6sNeXt7y44fP24KMDRuyNjYWGliYjJmZ2HWrFk933///aSenh5MZ2cn9saNG5N0Haevr6/q7u5+7vl51qxZPVeuXJkkk8mwUqkUe+XKFWN/f/8xJ8gwMTFR29jYKI4dO2YMMDQW66effiIDAEydOrXnyJEjJgAAR44ceWb8TmlpKYnJZP7uzzj/G6FID4IgCIIgE2LGjBnd169fN1i0aJHshx9+oCYlJU3G4/EaCoWiSklJqaPRaMqkpKT60NBQZ7VaDaampoO5ubkPR6fj7OwsFwqFrPb2dsL+/fsbKBSKBgBAJBL16evrq6KiooY/FauvryeSyWSdb8nr6uqIlpaWbtrfX3zxxStFwBITExvfe+89OzabzdVoNBgbGxv5rVu3amJjY1vFYrFTWlqasa+vr4xMJr/WG3gsFgsZGRm169ats92/f/9kIpGosbGxkR84cEBiYGCgSU9Pr4mNjbXZunWrnZmZ2aC+vr5q27ZtjQAAd+/epWzatMkOh8NpNBoNJjw8vM3Pz69PJBL15ebmGnA4HB4Gg9F8+umnj+3s7JRVVVXPfBK1atWqzo8//tju/fffb3zZdY4ud1NTE16j0egMi3z66adPFi5c6GxlZTXIZrP7R3bUxjJlypSezZs321RWVpK9vLxk4eHhXaOPEQgEA9u3b38SEBDAVKvVQCAQNElJSY8CAgJ6dbWh3bt3N2o/PSSTyepvvvmm7kVl8PX17QsNDe1wcXHhWVtby4VCYY+u49555522oKAghoWFxWBeXl71yPPDwsLap06dygEACA8Pfzp9+vT+0fU+0unTp39Zs2aN/e7du62USiUmNDS0Y9q0af1ff/31o+XLlzt+/fXXliEhIZ0jz7lx4wZ17ty53WOliYwN8yphUARBEARB/rMUFRXV8/n8cRnn8lvduXOHvGfPnslpaWkvfOB8EbFYTF+wYEG3dtD7SPX19YSZM2eyamtrS3G4oSBRdHS0zerVq9vHY1IDRLfTp08b1dbWErdv3976e9O6fPkydd++fZa6OlfI8zw8PFhXr16tMTc3/0Omyf5PU1RUZMbn8+m69qFID4IgCIIgE2L69On9d+/elSqVSnjdtXpe5uDBg6YJCQnWu3btkmg7PAAAycnJj8c1I+Q5/187927CMBAEAXQNztWIG1KuXA25LNUgzlwLx+LEqRwo8Gd5L774YHZg5nnWNHzBvu/XdV0fAs85mh4AKOgXmh6AT3rX9BgyAAAAShN6AKCmzMzzG7wAf+T13x2OiQg9AFDT1nufBB+gusy89N6niNiO3hgyAICCxhhLa+3eWruFIydQW0bENsZYjh4YMgAAAEpz+QEAAEoTegAAgNKEHgAAoDShBwAAKE3oAQAASnsC0jF47EXHJB4AAAAASUVORK5CYII=\n", "text/plain": [ - "
" + "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" - }, + } + ], + "source": [ + "trilinos = harmonic_total[\"package.solver\"] == \"no-pysparse\"\n", + "petsc = harmonic_total[\"package.solver\"] == \"petsc\"\n", + "scipy = harmonic_total[\"package.solver\"] == \"scipy\"\n", + "pysparse = harmonic_total[\"package.solver\"] == \"pysparse\"\n", + "\n", + "# plot_all(harmonic_total[pysparse | scipy])\n", + "plot_all(harmonic_total)\n", + "plt.ylim(bottom=1e-1, top=1e4)\n", + "plt.xlim(left=1e1, right=1e6)" + ] + }, + { + "cell_type": "code", + "execution_count": 152, + "id": "c2c102ba-35bf-441b-9f25-e9a5042269da", + "metadata": {}, + "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAewAAAGHCAYAAAByGWH5AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAACFtUlEQVR4nOzdd1yV1R/A8c9h76W4wL1QEXGn5p5lS1NbllY2tbTStL2sHGmalWblqH6Vo2lZmqaZpim491ZAVLayL/ee3x8XCBX0AvfCBb/v14sX8NznOed7H5Ev53nOc75Ka40QQggh7JtDeQcghBBCiGuThC2EEEJUAJKwhRBCiApAErYQQghRAUjCFkIIISoASdhCCCFEBSAJW4hyopTqqpQ6VN5xlCWllFZKNSrvOISoiCRhC1EGlFInlVJ9Cm7TWv+ttW5aTvGMVEptLGT760qprwrZnp9olVItlFKrlVJJSqlkpVSkUurmsohbiOuZJGwhrjNKKadSNrEC+AOoDlQDngYulDaukrLC+xGiQpCELUQ5UUr1UEpFF/j+pFJqvFJqt1IqRSm1RCnlVuD1W5RSO3NHtf8opcIKvDZJKXVMKXVRKbVfKTWowGsjlVKblFLvK6USgddLEXNVoD7wqdY6O/djk9Z6Y4F9HlFKHVVKJSqlflZK1SqknRuUUmeVUo4Ftg1SSu3O/dqhwHtKUEotVUoF5L5WL3fE/7BS6jTwZ0nfjxAViSRsIezLMGAA5qQYBowEUEq1ARYAjwFVgE+An5VSrrnHHQO6Ar7AG8BXSqmaBdrtCBzHPCJ+uxTxJQBHc9u/QylVveCLSqlewLu576MmcAr49vJGtNZbgDSgV4HN9wJf5379NHAH0B2oBSQBH13WTHegGdC/FO9HiApDErYQ9uUDrfUZrXUi5kvP4bnbHwE+0Vr/q7U2aq0XA1nADQBa62W5x5m01kuAI0CHAu2e0VrP0VrnaK0zShqcNhcf6AmcBGYAsUqpDUqpxrm73Acs0Fpv11pnAS8AnZRS9Qpp7hvgHgCllDdwc+42MP9h8pLWOjq3ndeBIZdd/n5da51WmvcjREUiCVsI+3K2wNfpgFfu13WB53IvhycrpZKB2phHnyilHihwuTwZCAWqFmgrysL+cwDnghuUUnnfGwByk+gYrXXD3LjSgC9y96mFeVRN7r6pmEflQYX09TUwOPcqwWBgu9Y679i6wA8F3s8BwIj5vnlx35MQlYIkbCEqhijgba21X4EPD631N0qpusCnwBigitbaD9gLqALHW1qW7zRQ77Jt9TEny5jLd9ZaR2G+VB2au+kM5mQLgFLKE/Ml/MKO3Y85ud/EpZfD897vTZe9XzetdcF2pNSguK5Iwhai7DgrpdzyPoDizG7+FHhcKdVRmXkqpQbmXkr2xJy84gCUUg/yXwK9GlUwntyYfgeaKqXuV0o55070egdYrrXOUUr5K6XeUEo1yp0YVhV4CNiS2+bXwINKqfDckfM7wL9a65NFxPA15vvV3YBlBbbPA97O/WMEpVSgUup2C8+VEJWSJGwhys5KIKPAx+uWHqi1jsB8H/tDzBOwjpI7IS13pDoD2AycA1oCmyxotvNl8WQAiZjvJT8GnMc8Uk8Bnsg9JhvzCHwN5ke59mK+l54Xy1rgFeA7IBZoCNx9lRi+AXoAf2qt4wtsnw38DKxWSl3E/AdBRwvekxCVljLPIRFCCCGEPZMRthBCCFEBSMIWQgghKgBJ2EIIIUQFIAlbCCGEqAAkYQshhBAVgF1XualataquV69eeYchhBBClInIyMh4rXVgYa/ZdcKuV68eERER5R2GEEIIUSaUUqeKek0uiQshhBAVgCRsIYQQogKQhC2EEEJUAHZ9D7swBoOB6OhoMjMzyzsUIeyGm5sbwcHBODs7X3tnIUSFVOESdnR0NN7e3tSrVw+l1LUPEKKS01qTkJBAdHQ09evXL+9whBA2UuEuiWdmZlKlShVJ1kLkUkpRpUoVueokRCVnlwlbKXWrUmp+SkpKUa+XcURC2Df5PyFE5WeXCVtrvUJr/aivr295h1KojIwMunfvjtFoLO9QhI2cPHmS0NBQACIiInj66acBWL9+Pf/880/+fvPmzeOLL76waSwjR45k+fLlANx9990cOXLEpv0JIexThbuHbQ8WLFjA4MGDcXR0LO9QrCInJwcnJ/v+USjPGNu1a0e7du0Ac8L28vKic+fOADz++ONlGssTTzzBtGnT+PTTT8u0XyFE+bPLEba9+9///sftt98OmH+B9+jRgyFDhhASEsJ9992H1hqAtWvX0rp1a1q2bMlDDz1EVlbWFW2dPHmSkJAQRowYQVhYGEOGDCE9PZ21a9cyaNCg/P3++OMPBg8ejNFoZOTIkYSGhtKyZUvef/99AHr06MG4cePo3LkzoaGhbN26FYCtW7fSuXNnWrduTefOnTl06BAAixYtYujQodx6663069eP2NhYunXrRnh4OKGhofz9998ArF69mk6dOtGmTRuGDh1KamrqVc9NwdEggJeX1zXPU7169Zg4cSIdOnSgQ4cOHD16NL+tZ599lp49ezJx4kSOHTvGgAEDaNu2LV27duXgwYMAnDt3jkGDBtGqVStatWqVPwKeOXMmoaGhhIaGMmvWrPzz3axZMx555BFatGhBv379yMjIACAyMpJWrVrRqVMnPvroo/z3sH79em655RZOnjzJvHnzeP/99wkPD+fvv//m9ddf57333gNg586d3HDDDYSFhTFo0CCSkpLy/23y3l+TJk3yz63RaGTChAm0b9+esLAwPvnkE8A8iWzMmDE0b96cgQMHcv78+fxYunbtypo1a8jJybnqv4MQovKx72HVNbyxYh/7z1ywapvNa/nw2q0tinw9Ozub48ePU3CN8x07drBv3z5q1apFly5d2LRpE+3atWPkyJGsXbuWJk2a8MADDzB37lzGjRt3RZuHDh3i888/p0uXLjz00EN8/PHHPPfcc4wePZq4uDgCAwNZuHAhDz74IDt37iQmJoa9e/cCkJycnN9OWloa//zzDxs2bOChhx5i7969hISEsGHDBpycnFizZg0vvvgi3333HQCbN29m9+7dBAQEMGPGDPr3789LL72E0WgkPT2d+Ph4Jk+ezJo1a/D09GTq1KnMnDmTV199tUTntrDzdOONNwLg4+PD1q1b+eKLLxg3bhy//PILAIcPH2bNmjU4OjrSu3dv5s2bR+PGjfn333958skn+fPPP3n66afp3r07P/zwA0ajkdTUVCIjI1m4cCH//vsvWms6duxI9+7d8ff358iRI3zzzTd8+umnDBs2jO+++47hw4fz4IMPMmfOHLp3786ECROuiL9evXo8/vjjeHl5MX78eMD8R1meBx54IP/4V199lTfeeCP/D4WcnBy2bt3KypUreeONN1izZg2ff/45vr6+bNu2jaysLLp06UK/fv3YsWMHhw4dYs+ePZw7d47mzZvz0EMPAeDg4ECjRo3YtWsXbdu2LdG/gxCiYpIRdjHFx8fj5+d3ybYOHToQHByMg4MD4eHhnDx5kkOHDlG/fn2aNGkCwIgRI9iwYUOhbdauXZsuXboAMHz4cDZu3IhSivvvv5+vvvqK5ORkNm/ezE033USDBg04fvw4Tz31FL///js+Pj757dxzzz0AdOvWjQsXLpCcnExKSgpDhw4lNDSUZ555hn379uXv37dvXwICAgBo3749Cxcu5PXXX2fPnj14e3uzZcsW9u/fT5cuXQgPD2fx4sWcOlXkMrfXVNh5ujz2e+65h82bN+dvHzp0KI6OjqSmpvLPP/8wdOhQwsPDeeyxx4iNjQXgzz//5IknngDA0dERX19fNm7cyKBBg/D09MTLy4vBgwfnj2zr169PeHg4AG3btuXkyZOkpKSQnJxM9+7dAbj//vuL9d4uP/7yf+/Bgwdf0h+Yr1588cUXhIeH07FjRxISEjhy5AgbNmzgnnvuwdHRkVq1atGrV69L+qpWrRpnzpwpVnxCXC41K4fzF+XJglLJTi/T7ir0CPtqI2FbcXd3v+LxGVdX1/yvHR0dycnJyb/ce7moqChuvfVWwHz/c8CAAVfM8M37/sEHH+TWW2/Fzc2NoUOH4uTkhL+/P7t27WLVqlV89NFHLF26lAULFlxyXMF2XnnlFXr27MkPP/zAyZMn6dGjR/7rnp6e+V9369aNDRs28Ouvv3L//fczYcIE/P396du3L998843F58fJyQmTyQSYL+1mZ2df9Txd/p4v/zovRpPJhJ+fHzt37rQojqLOf2FxZGRkoLW26UzrvD4Lvm+tNXPmzKF///6X7Lty5cqrxpKZmYm7u7vNYhXXh+8io3nzl/2sH9+D2gEe5R1OxWPIgE97Qehg6P58mXQpI+xi8vf3x2g0XvOZ15CQEE6ePJl/P/bLL7+ke/fu1K5dm507d7Jz5878CUunT5/OH1V+8803+ZeJa9WqRa1atZg8eTIjR44EzCN8k8nEnXfeyVtvvcX27dvz+1yyZAkAGzduxNfXF19fX1JSUggKCgLM962LcurUKapVq8YjjzzCww8/zPbt27nhhhvYtGlT/ntIT0/n8OHDALzwwgv88MMPV7RTr149IiMjAfjpp58wGAxXPU+Xx75kyRI6dep0xes+Pj7Ur1+fZcuWAeZkt2vXLgB69+7N3LlzAfN94QsXLtCtWzd+/PFH0tPTSUtL44cffqBr165F9u/n55c/MgfzPIXCeHt7c/HixSu2+/r64u/vnz+Kz/v3vpr+/fszd+7c/HN0+PBh0tLS6NatG99++y1Go5HY2FjWrVt3yXGHDx+mRYuy/2NVVC5LtkURUsNbknVJrX4F4g5AcLsy61ISdgn069cv/xd7Udzc3Fi4cCFDhw6lZcuWODg4FDmjuFmzZixevJiwsDASExPzL+8C3HfffdSuXZvmzZsDEBMTQ48ePQgPD2fkyJG8++67+fv6+/vTuXNnHn/8cT7//HMAnn/+eV544QW6dOly1cfQ1q9fT3h4OK1bt+a7775j7NixBAYGsmjRIu655x7CwsK44YYb8id67dmzhxo1alzRziOPPMJff/1Fhw4d+Pfffy8ZxV9NVlYWHTt2ZPbs2fkT6S73v//9j88//5xWrVrRokULfvrpJwBmz57NunXraNmyJW3btmXfvn20adOGkSNH0qFDBzp27MioUaNo3br1VWNYuHAho0ePplOnTkWOYG+99VZ++OGH/ElnBS1evJgJEyYQFhbGzp07r3mvf9SoUTRv3pw2bdoQGhrKY489Rk5ODoMGDaJx48a0bNmSJ5544pLEf+7cOdzd3alZs+ZV2xbiavbGpLA/9gJ3ta9d3qFUTId+h22fom8YDQ17XXt/a9Fa2+1H27Zt9eX2799/xbaytn37dj18+HCrtHXixAndokWLIl8fPXq0/uyzz67ZTvfu3fW2bdusEpMl+vXrZ7W26tatq+Pi4qzWXmU2c+bMIn8e7OH/hqgYXvlxj2780kqdnJZd3qFUPBfOaj21gc7+uJMeu/Yp/duJ36zaPBChi8iJMsIugdatW9OzZ0+bL5zStm1bdu/ezfDhw23aT0msWrWqvEO4Lvn5+TFixIjyDkNUYJkGIz/uiOGm0Br4ekixmGLRGn56kpzsVCY2aMHaqHVcyLLuk0pXU6EnnZWnvMdsSqtevXr5j2hdLu9esCXWr19vlXjKQ8HZ4uLqHnzwwfIOQVRwq/ad5UJmDne1k8vhxbZ1Pqaja3ilVV/+OLuFCe0mMKzpsDLr3i5H2NdaS1wIIUTJLNkWRe0Ad25oUKW8Q6lYzu1Dr36FtxqG8cuFQzzV+ikeaPFAmYZglwlb2/la4kIIURGdTkjnn2MJDGtbGwcHKRhjMUMm+ruHmVa1CstNyTzS8hEeDXu0zMOwy4QthBDC+pZFRuGgYEi74PIOpWJZ8xpzDGf4ysOJ4c2G81Trp8olDEnYQghxHTCaNMsjo+nWJJCavrLwjsWO/MH8g1/zqZ8vQ5oM4fn2z5dbOVtJ2CVQ2vKas2bNIj29bJe0qygKFtN49dVXWbNmDXDlObv55psvWUfdFvIKl8TFxTFgwACb9iWErW04EkdsSqZMNiuO1Di+WPUUcwL8uLXezbxywyvlWnteEnYJlLa8ZkVK2OVZ8/vNN9+kT58+wJXnbOXKlVes6W4rgYGB1KxZk02bNpVJf0LYwtJtUVTxdKF3s+rlHUrFoDVLf7iX6d7O9K3ekTe7vo2DKt+UKQm7BC4vr9mtWzcGDRpE8+bNefzxx/PX0i6sNOUHH3zAmTNn6NmzZ/6z3IWVyzx69Ch9+vShVatWtGnThmPHjl01przRIMDy5cvzlzIdOXIkTz/9NJ07d6ZBgwb5pS+vFreXlxevvvoqHTt2ZPPmzXz11Vd06NAhv+hGXhL//fffadOmDa1ataJ3794AJCYmcscdd+SvjLZ7927APHJ+6KGH6NGjBw0aNOCDDz7Ij/ftt9+madOm9OnTJ7/8Z17sy5cvv+KcgflxuPj4eKD4ZTSLKtN54sQJOnXqRPv27XnllVcuOb933HFHkcuVCmHvElKzWHPgHINaB+HiJL/2LfHTH8/xluks3TzrMrXvXJwc7OAp6KJWVLGHj2uudLZyotYLbrbux8qJV12FJisrS1evXj3/+3Xr1mlXV1d97NgxnZOTo/v06aOXLVum4+LidNeuXXVqaqrWWuspU6boN954Q2t96cpeERERuk+fPvntJSUlaa217tChg/7++++11lpnZGTotLS0q8bl6emZ//WyZcv0iBEjtNZajxgxQg8ZMkQbjUa9b98+3bBhw6vGrbXWgF6yZEn++b7lllt0drZ5RaQnnnhCL168WJ8/f14HBwfr48ePa621TkhI0FprPWbMGP36669rrbVeu3atbtWqldZa69dee0136tRJZ2Zm6ri4OB0QEKCzs7N1RESEDg0N1WlpaTolJUU3bNhQT58+PT/2vJguXw0t7/u841NTU/XFixd18+bN9fbt2/WJEye0o6Oj3rFjh9Za66FDh+ovv/xSa611r1699OHDh7XWWm/ZskX37NlTa631rbfeqhcvXqy11vrDDz+85JxGR0fr0NDQq/4blDdZ6UwU5dMNx3Tdib/ow2cvlHcoFcJvOz/TYQtb6FGLOuhMQ0aZ9s1VVjqzgz8ZKpaiyms2aNAAMJeH3LhxI25ubvmlKcFcR7uwohYFy2UOHDiQfv36cfHiRWJiYhg0aBBgXpe8NO644w4cHBxo3rw5586du2rcQ4YMwdHRkTvvvBMw13uOjIykffv2gPn+fbVq1diyZQvdunWjfv36APllOjdu3Jhfb7tXr14kJCSQ9zz9wIEDcXV1xdXVlWrVqnHu3Dn+/vtvBg0ahIeHuQDBbbfdVqz3VrCMJpBfRvO2224rtIxmwTKdebKysgDYtGlTfuz3338/EydOzN9HSlqKikprzZJtUbSu40fj6t7lHY7dW3/yD17YMYtwg4nZQ5fi6lS637/WVLET9k1TyrzLwsprFlbWUmttUWnKwspl5l3WLY6CMVyt/KcuUHayqLKebm5u+ffntdaMGDHikiIjAD///HOhky8Ktn95u0WV1yzNJI7C+stTWBnNa5XpLCoWKWkpKqodUckcOZ/KlMEtyzsUu/fPmX949q/xhGRn8dGN0/Hwq1veIV1CbmYUU2HlNbdu3cqJEycwmUwsWbKEG2+88aqlKQuWaCysXKaPjw/BwcH8+OOPgHkEmDfhKiQkpNC4qlevzoEDBzCZTIWWvSxMYXFfrnfv3ixfvpzz588D5nvUp06dolOnTvz111+cOHEifzuY62rn3etdv349VatWxcfHp8gYunXrxg8//EBGRgYXL15kxYoVhe5XVFnL4pbRvFqZzi5duvDtt98CV5bXPHz4MKGhoUW2K4S9WrotCndnRwaGSYW3q4k4G8HYtWOon5XJvJoD8Gp+e3mHdAVJ2CVweXnNTp06MWnSJEJDQ6lfvz6DBg26amnKRx99lJtuuomePXsWWS7zyy+/5IMPPiAsLIzOnTtz9uxZ4uPjixxRTpkyhVtuuYVevXpZXHqxsLgv17x5cyZPnky/fv0ICwujb9++xMbGEhgYyPz58xk8eDCtWrXirrvuAsyTyyIiIggLC2PSpEksXrz4qjG0adOGu+66i/DwcO68884ik23Bc3b58cUto3m1Mp0fffQR7du35/JlcdetW8fAgQOv2q4Q9iYtK4cVu84wMKwm3m5S6KMou+N2M3rtk9TMzmJ+ji++A6aWd0iFK+rmtj18VITymuvWrdMDBw4sk35XrFihZ8+ebZW2yjLuyqBr1646MTGxvMO4Knv4vyHsy5Jtp3Xdib/orScSyjsUu3Ug4YDu9HUnfdOiNvrc29W0jt1drvEgk86sq6zKa17ulltuKdP+hFlcXBzPPvss/v7+5R2KEMWydFsUDQI9aVdXfnYLcyz5GI+ufhRPDZ9FnaBa77eghv3e61f6KpN2ylu7du10RETEJdsOHDhAs2bNyikiIeyX/N8QBR09n0qfmX8x6aYQHu/esLzDsTunL5xm5O8j0SYDi04ep25QB7jvO3Ao3zvFSqlIrXW7wl6TEbYQQlRCyyKicHRQDG4TVN6h2J0zqWcYtXoUOSYDC1NyqOvgCnfMLfdkfS32HZ0QQohiMxhNfLc9hl4h1ajmbT/PEduD8+nnGbV6FKmGVD7xDqdh7H647UPwrlHeoV2TJGwhhKhk1h08T3xqlhT6uExCRgKjVo8iISOBec0epdm2L6DdQxByc3mHZpEyS9hKqWZKqXlKqeVKqSfKql8hhLjeLI2Iopq3Kz2aBpZ3KHYjJSuFx/54jNjUWD688V3C1k6Bqk2g39vlHZrFSpWwlVILlFLnlVJ7L9s+QCl1SCl1VCk1CUBrfUBr/TgwDCj0hnpFUdrymsL21q9fnz+r/ueff2bKFPOqeD/++CP79+/P369gCU9b6dGjB3mTJ/v06UNSUpJN+xPXt/MXMll3KI472wbj5CgXUQFSs1N5Ys0THE85zuyes2i/+XNIi4c7PwMXj/IOz2Kl/ddcBFxSKFgp5Qh8BNwENAfuUUo1z33tNmAjsLaU/Zar0pbXtLa8JT7tWXnGeNtttzFp0iTgyoRdsIRnWbj//vv5+OOPy6w/cf1Zvj0ao0kzTC6HA5BuSGf02tEcSDjAzB4z6Xz2KBz8BXq/CjVblXd4xVKqhK213gAkXra5A3BUa31ca50NfAvcnrv/z1rrzsB9RbWplHpUKRWhlIqIi4srTXg2Y0l5zc8//5xnnnkm/5hPP/2UZ599lrS0NAYOHEirVq0IDQ1lyZIlgLlc5MSJE+nQoQMdOnTIX9J0xYoVdOzYkdatW9OnT5/84h2vv/46jz76KP369eOBBx5g3759+SUww8LCOHLkCECRpTGLUnA0GB8fT7169QBYtGgRgwcPZsCAATRu3Jjnn38+/xgvLy+ee+452rRpQ+/evcn7d+vRowcvvvgi3bt3Z/bs2URGRtK9e3fatm1L//79iY2NBQovJaq1ZsKECfllR/PO0/r16+nRowdDhgwhJCSE++67L3/1t99//52QkBBuvPFGvv/++/z4Fi1axJgxY/jnn3/4+eefmTBhAuHh4Rw7diy/hCeYC520bt2ali1b8tBDD+UXBalXrx6vvfYabdq0oWXLlvkr1qWlpfHQQw/Rvn17Wrdunb9iWkZGBnfffTdhYWHcdddd+WU9wfzHw7XWlxeipLTWLIuIpkP9AOpX9SzvcMpdljGLsevGsjNuJ+92e5ce7sHw+ySo3x06jSnv8IrNFo91BQFRBb6PBjoqpXoAgwFXYGVRB2ut5wPzwfwc9tU6mrp1KgcTD5Yy3EuFBIQwscPEIl/Pzs7m+PHj+YkMzGty79+/n7p16zJgwAC+//77/F/Y06ZNw9nZmYULF/LJJ5/w+++/U6tWLX799VeAS5bA9PHxYevWrXzxxReMGzeOX375hRtvvJEtW7aglOKzzz5j2rRpzJgxA4DIyEg2btyIu7s7Tz31FGPHjuW+++4jOzsbo9HIgQMHWLJkCZs2bcLZ2Zknn3yS//3vfzzwwAMlOjc7d+5kx44duLq60rRpU5566ilq165NWloabdq0YcaMGbz55pu88cYbfPjhhwAkJyfz119/YTAY6N69Oz/99BOBgYEsWbKEl156iQULFnDfffcxadIkBg0aRGZmJiaTie+//56dO3eya9cu4uPjad++Pd26dQNgx44d7Nu3j1q1atGlSxc2bdpEu3bteOSRR/jzzz9p1KhR/lKpBXXu3JnbbruNW265hSFDhlzyWmZmJiNHjmTt2rU0adKEBx54gLlz5zJu3DgAqlatyvbt2/n444957733+Oyzz3j77bfp1asXCxYsIDk5mQ4dOtCnTx8++eQTPDw82L17N7t376ZNmzb5/fj7+5OVlUVCQgJVqlQp0b+DEEXZeiKRE/FpjOnZqLxDKXcGo4Hn1j/HltgtTO4ymQHBveDzvuDkCoPm2f0jXIWxRcSFlTvSWuv1WuuntdaPaa0/skG/ZeJq5TUdHR3zy1R6enrSq1cvfvnlFw4ePIjBYKBly5a0bNmSNWvWMHHiRP7++298fX3z27nnnnvyP2/evBmA6Oho+vfvT8uWLZk+fTr79u3L3/+2227LryDVqVMn3nnnHaZOncqpU6dwd3e/pDRmeHg4a9eu5fjx4yV+771798bX1xc3NzeaN2/OqVOnAHBwcMhPkMOHD79knfW87YcOHWLv3r307duX8PBwJk+eTHR0dKGlRD08PNi4cSP33HMPjo6OVK9ene7du7Nt27b88x0cHIyDgwPh4eGcPHmSgwcPUr9+fRo3boxSiuHDhxfrvR06dIj69evTpEkTAEaMGMGGDRvyXx88eDDwX5lOgNWrVzNlyhTCw8Pp0aMHmZmZnD59mg0bNuT3HxYWRlhY2CV9SalOYStLIqLwdnXi5pbXd6GPHFMOk/6exF/Rf/HKDa9we6PbYf07ELsTbpsDPrXKO8QSscUIOxooePMkGLDJb6erjYRtxdLymgCjRo3inXfeISQkhAcffBCAJk2aEBkZycqVK3nhhRfo168fr7766hXt5H391FNP8eyzz3Lbbbexfv16Xn/99fx98mpAA9x777107NiRX3/9lf79+/PZZ58VWRrzapycnDCZTMDVy3QWLI95uYLvIy9GrTUtWrTI/0Mkz4ULFwpt42or8JV1mc6CfRbsT2vNd999R9OmTa/Y/2qxSKlOYQsXMg2s3BPL4DbBuLvYx/ya8mDSJl7d9CqrT61mfLvxDGs6DE5sgI2zoM0IaHZreYdYYrYYYW8DGiul6iulXIC7gZ+L04BS6lal1PzLKybZA0vLawJ07NiRqKgovv766/zR85kzZ/Dw8GD48OGMHz+e7du357eTd592yZIldOrUCTBfMg8KMq9UdLXKV8ePH6dBgwY8/fTT3HbbbezevbvI0pgADzzwAFu3br2inXr16hEZGQmQf2/3WkwmU/6+X3/9daFlOps2bUpcXFx+wjYYDOzbt6/IUqLdunVjyZIlGI1G4uLi2LBhAx06dCgyhpCQEE6cOMGxY8cAirxPXFSZzpCQEE6ePJk/d+DLL7+ke/fuV33f/fv3Z86cOfnJfseOHcClJUb37t3L7t2784/RWnP27NlLbqkIYQ0rdp0h02C6rp+91lozectkVhxfwZjwMYxoMQLSE+H7x6BKQxhg+eDFHpX2sa5vgM1AU6VUtFLqYa11DjAGWAUcAJZqrfddrZ3Laa1XaK0fLXi52J5YUl4zz7Bhw+jSpUt+4Yg9e/bkTwJ7++23efnll/P3zcrKomPHjsyePZv3338fME8uGzp0KF27dqVq1apFxrRkyRJCQ0MJDw/n4MGDPPDAA0WWxgTYvXt3oWU4x48fz9y5c+ncuTPx8fEWnQ9PT0/27dtH27Zt+fPPP/OvGBTk4uLC8uXLmThxIq1atSI8PJx//vkHKLyU6KBBgwgLC6NVq1b06tWLadOmUaNG0SsRubm5MX/+fAYOHMiNN95I3bqFF56/++67mT59Oq1bt85P7nnHL1y4kKFDh9KyZUscHBx4/PHHr/q+X3nlFQwGA2FhYYSGhvLKK68A8MQTT5Campo/h6HgHxqRkZHccMMNODnJqsDCupZuiyKkhjdhwfb5e9PWtNZM2zaNZYeXMarlKB4NexS0hl/GQdr53Ee4KvhEvKLKeNnDR2Uorzlw4EC9Zs2aa7ZZt25dHRcXZ7UYryYlJUUPGTLEau15enpara3K7umnn7bo56Ek7OH/higfB2JTdN2Jv+jP/z5e3qGUm9mRs3XoolA95d8p2mQymTdu/1Lr13y0/ntm+QZXDFylvKZdTpOz50viYFl5zeTkZJo0aYK7uzu9e/cuw+iuzcfHh2XLlpV3GNel0NBQu/t5EBXfkm1RuDg6MKj19VnoY/7u+Xy651PubHwnz7d/3jyHJOEYrHwe6nWFzk+Xd4hWIeU1hagk5P/G9Skrx0jHd9bSpWFVPrqvzbUPqGS+3P8l07ZN45YGtzC5y2QcHRzBaIDP+0HicXhiE/gGl3eYFpPymkIIUUn9sf8cyekGhrW//iabLT20lGnbptG3bl/e6vKWOVkDrJ8CZ7bD0MUVKllfi11eEhdCCGGZJduiqOXrxo2Nip6UWhn9fOxnJm+ZTLfgbkztOhUnh9zx58lN8PcMaD0cWtxRrjFam10mbHu/hy2EEPYgOimdjUfjGdKuNo4OJV+HoKJZdXIVr2x6hQ41OzCzx0ycHZ3NL2Qkww+PQUB9GDDVpjForTn37rukbfnXpv0UZJcJW9v5Y11CCGEPlkdGAzC0beW57Hstf0X9xaQNkwgPDOeDnh/g6pi7kJLW8MszcDEWBn8Grl42jSN56TISF39B+vZIm/ZTkF0mbHtX0vKaBcs8iisVLDxy8803k5ycTHJy8iXVrc6cOXPFOuDWVrA05y+//MJrr71m0/6EKAmTyVzoo0vDqtQOqDglIkvjnzP/8Mz6ZwgJCOGj3h/h4Vzgfe/6FvZ9Dz1egOC2No0jY+8+zk2ejOeNN1L1Gus1WJMk7BIoaXnNgmUe7V151/peuXIlfn5+VyTsWrVqWbwCmzUMHDiQn3/+mfT09DLrUwhLbDoWT0xyxnUz2SzibARj/xxLfd/6zOs7Dy+XAiPoxOOwcjzU7QI3PlN0I1ZgTEkhZtw4HKtUodb0aagyLCIiCbsECpbXjI2NpVu3boSHhxMaGsrff/8NmEs9tmnThlatWuU/d5tX5hFg5MiRPP7443Tt2pUmTZrwyy+/ANC1a1d27tyZ31eXLl0uWdrycgVHgwBjxoxh0aJFQNFlIV9//XXuv/9+evXqRePGjfn000/z2+rZsyf33nsvLVu2xGg0MmHCBNq3b09YWBiffPJJfj/Tpk2jZcuWtGrVKv+PkJ07d3LDDTcQFhbGoEGDSEpKAswj57zSoU2aNMk/R1crQ1mvXj3i4+OZNGkSx44dIzw8nAkTJnDy5ElCQ0MB85rcDz74IC1btqR169asW7cu/zwXVQp09erVdOrUiTZt2jB06FBSU1Pz/70KK82plKJHjx75/z5C2IulEdH4ujvTr3n18g7F5vbE7WH02tHU9KrJ/L7z8XUtcLvUmAPfPwrKEQZ9Ag62W0dda82ZF17EcPYswbPexyl3BcuyYpePdSmlbgVubdTo6iXizr7zDlkHrFte07VZCDVefLHI1y8vr/n111/Tv39/XnrpJYxGI+np6cTFxfHII4+wYcMG6tevT2Li5SXDzU6ePMlff/3FsWPH6NmzJ0ePHmXUqFEsWrSIWbNmcfjwYbKysq6o9lQchZWFBPPSpFu2bCEtLY3WrVszcOBAwLwu+t69e6lfvz7z58/H19eXbdu2kZWVRZcuXejXrx8HDx7kxx9/5N9//8XDwyP//T3wwAPMmTOH7t278+qrr/LGG28wa9YsAHJycti6dSsrV67kjTfeYM2aNcydO7fIMpR5pkyZwt69e/P/iMmrlAXw0Ufmom979uzh4MGD9OvXj8OHDwOFlwJ1d3dn8uTJrFmzBk9PT6ZOncrMmTN5/vnnr1qas127dvz9998MGzasxP8OQlhTcno2q/ad5d4OdXBzrtyFPg4mHuSxNY8R4BbAp30/pYr7ZWVpN0yD6G0wZAH42fZqQ+KCBaT++SfVX3wB9/Bwm/ZVGLscYdvzpLPLy2u2b9+ehQsX8vrrr7Nnzx68vb3ZsmUL3bp1o379+gAEBAQU2tawYcNwcHCgcePGNGjQgIMHDzJ06FB++eUXDAYDCxYsYOTIkaWKt7CykAC333477u7uVK1alZ49e+YXAunQoUN+3KtXr+aLL74gPDycjh07kpCQwJEjR1izZg0PPvggHh4e+e8vJSWF5OTk/IIZlpSnvFYZymvZuHEj999/P2Au3lG3bt38hF1YKdAtW7awf/9+unTpQnh4OIsXL+bUqVPXLM0p5TCFvflxRwzZOSaGVfJCH8eSj/Ho6kfxdPbks/6fUd3zsqsJp7fAhunQ6h4IvdOmsaRv28b5me/j3b8//rm/d8qaXY6wLXW1kbCtXF5es1u3bmzYsIFff/2V+++/nwkTJuDn52dRqcfCynJ6eHjQt29ffvrpJ5YuXcrlK71drmA5TCi6JObl5TCLKglasGSn1po5c+bQv3//S/b9/fffi13K0tI4iuNqq/QVVoJTa03fvn2vqOS1c+dOKYcpKgytNUsiomkZ5EvzWj7lHY7NnL5wmkdWP4KjgyOf9fuMIK/Lll3NTIHvHgG/OnDTNJvGkhMfT8yzz+ESHEzNtyeX6vdWadjlCNueXV5e89SpU1SrVo1HHnmEhx9+mO3bt9OpUyf++usvTpw4AVDkJfFly5ZhMpk4duwYx48fz6+rPGrUKJ5++mnat2+fPzrfunUrDzzwwBVt1K1bl/3795OVlUVKSgpr16616H389NNPZGZmkpCQwPr162nfvv0V+/Tv35+5c+diMBgAOHz4MGlpafTr148FCxbkT8RKTEzE19cXf3///PvTlpSnvFoZyjxFlcO8/PjDhw9z+vTpQmtT57nhhhvYtGlTfgnN9PR0Dh8+fM3SnIcPH86/by5Eedsbc4EDsRcq9WSzM6lnGLV6FAaTgU/7fkpdn0Kq7/06Hi7EmB/hcrPdHy7aaCTmufEYL1wg6IPZOHrZ9nGxq6nQI+zykldes0+fPqxfv57p06fj7OyMl5cXX3zxBYGBgcyfP5/BgwdjMpmoVq0af/zxxxXtNG3alO7du3Pu3DnmzZuHm5sbYL5s7OPjw4MPPpi/7+nTpwsd5dWuXZthw4YRFhZG48aNad26tUXvoUOHDgwcOJDTp0/zyiuvUKtWrfzLyXlGjRrFyZMnadOmDVprAgMD+fHHHxkwYAA7d+6kXbt2uLi4cPPNN/POO++wePFiHn/8cdLT02nQoAELFy68agxPPPEEDz74IGFhYYSHhxda77pKlSp06dKF0NBQbrrpJkaPHp3/2pNPPsnjjz9Oy5YtcXJyYtGiRZeMrC8XGBjIokWLuOeee8jKygJg8uTJNGnSJL80Z9WqVbnxxhvZu3dv/nHr1q3j3Xcrdh1dUXksiTiNq5MDt7WqVd6h2MT59POMWj2K1OxUPu//OY38C5nLtHsp7FkKPV+C2lcONqwpbs4c0v/9l5rvvIPbVQYEZaKoMl7l+QHcCsxv1KjRFaXH7KGEYMHymiU1YsQIvWzZskJfi4mJ0Y0bN9ZGozF/2/jx4/WuXbtK1Wee1157TU+fPt0qbVV2Z8+e1b169SrvMCxiD/83hG1lZOfo0Nd+1+O+3VHeodhEQkaCvu2H23SHrzroned3Fr5T4gmt3wnW+rN+WucYbBrPxb/+0vubhuiYl16yaT8FUdHKa2o7nnQGlpXXLKkvvviCjh078vbbb+NQ4Pm+6dOnl2q2uCiZ06dPM2PGjPIOQwgAftsby8XMnEo52SwlK4VHVz/KmdQzfNj7Q1oFtrpyJ2MOfP+Y+evB88HRdheJDWfOcGbC87iGhFDj5Zdt1k9xSHlNISoJ+b9R+d09fzOxKZmsH9+j3CY+2UJqdiqP/vEoBxMPMqfXHLoEdSl8x/VTYf075vvWYUNtFo/Ozubk8PvJPn6c+suX4ZL7GG9ZuFp5TbscYQshhLjUqYQ0thxPZFi72pUqWWfkZDB67WgOJBxgRvcZRSfrqK3w11RoOcymyRrg3LTpZO7eTc133i7TZH0tFXLSmda6Uv3AClFa9nylTFjH0ogoHBTc2abyFPrIMmYx9s+x7IzbydSuU+lZp2fhO2ZegO9GgW8QDHzPpjFdWLmSpK++ImDECHz69bNpX8VV4UbYbm5uJCQkyC8oIXJprUlISMh/ykBUPjlGE8sjo+nRtBo1fCvHv7PBZGD8+vFsjt3MG53fYED9AUXv/NvzkBIFgz8FN9vNbco6foLYl1/BvXVrqo1/zmb9lFSFG2EHBwcTHR1NXFxceYcihN1wc3MjOLjyjLzEpTYciePchSzeuK1y/BvnmHKYtGES66PX83LHl7mj0R1F77xnOez6BrpPhDo32CwmU3o6MWOfRrm6EvT+TJSzs836Kim7TNhXW0vc2dk5f+lMIYS4HizZFkUVTxd6hVT8Qh8mbeK1f15j9anVjG83nrtC7ip65+TT8MuzENweuj1f9H6lpLXm7BtvknX0GLU/+xTnGjVs1ldp2OUlcXt/rEsIIcpK3MUs1h44z+A2Qbg42eWvbItprZm8ZTI/H/uZ0eGjGdFiRNE7m4zmR7i00Xwp3IaPcCUvX07KTz9RdfRovLoUMenNDtjlCFsIIYTZDzuiyTFp7qrgS5FqrZkeMZ1lh5fxcOjDPBb22NUP2DgTTv8Dd8yDANtdVc3cv59zb03Gs0sXqj7xuM36sYaK/eeaEEJUYlprlmyLok0dPxpV8y7vcErlw50f8uX+L7mv2X2MbTP26k/6REfCunfNFbha3W2zmIwXLhA9dhyO/v7Umj4N5WjfpUolYQshhJ3afjqJY3FpFX50/enuT5m/ez53Nr6Tie0nXj1ZZ6XCdw+DTy0YOBNs9Aiv1pozL76IITaWoPffx6mIMsj2RC6JCyGEnVqyLQoPF0cGhlXcQh9f7v+SD3Z8wMAGA3nlhleuvYbGbxMh+RSM/BXc/WwWV+LCRaSuWUv1Fybh0cayoknlTUbYQghhh1Kzcvhldyy3hNXEy7Vijq2WHV7GtG3T6Fu3L5O7TMbR4RqXnPf9ADu/ghufhbqdbRZXemQk52fMwLtfP/wLKVtsryRhCyGEHVq5O5b0bGOFvRy+4tgK3tr8Fl2DujK161ScHK7xR0dKNKwYC0Ftocckm8WVk5BAzDPP4hwcRM23J1eoVTMr5p9tQghRyS2JiKJhoCdt6viXdyjFturkKl7e9DIdanTg/Z7v4+x4jUVI8h7hMubkPsJlm0VLtNFIzPjxGFNSqDf/Exy9K9ZEPrscYSulblVKzU9JSSnvUIQQoswdPX+RyFNJ3NW+4hX6+CvqLyZtmESrwFZ80OsDXB1dr33QPx/AqY1w8zSo0tBmscV/9BHpm7dQ49VXcAsJsVk/tmKXCVsWThFCXM+WRkTj5KAYXMEKfWw+s5ln1z9L04CmfNT7IzycPa59UMx2+HMyNL8Dwu+zWWypf/9N/Nx5+A4ejN+dd9qsH1uyy4QthBDXK4PRxPfbo+ndrBpVvSwYndqJyHORjF03lnq+9fik7yd4u1hwuTk7zVyFy6s63PK+zR7hMpw5w5kJz+PapAk1XnnZJn2UBbmHLYQQdmTtgfPEp2ZXqMlme+L2MHrtaKp7VGd+3/n4ulp4dfT3SZB4HEasAA/bPAets7OJfuYZtMFA8OxZOLi726SfsiAJWwgh7MjSiCiq+7jSrXFgeYdikUOJh3h8zeP4u/rzWb/PqOJexbID9/8M27+AG5+B+l1tFt+5994jc9dugmbNwqVePZv1UxbkkrgQQtiJsymZrD90niFtg3FytP9fz8eTj/PoH4/i7uTOZ/0/o7qnhdXELpyBFU9DzXDo8aLN4rvw++8kffElASMewGdAf5v1U1bs/ydCCCGuE99tj8akYVg7+78cfvrCaUatHoWDcuDz/p8T5BVk2YEmE/zwOORkwZ2fg5OLTeLLOnGC2Jdexr1VK6o995xN+ihrcklcCCHsgMmkWRoRxQ0NAqhbxbO8w7mq2NRYRq0ehcFkYGH/hdT1qWv5wZs/hBN/wa0fQNVGNonPlJFBzNhxKGdngma9j3KxzR8FZU1G2EIIYQf+PZHIqYR0u59sFpcex6jVo0jNTuWTvp/QyL8YSffMTlj7JoTcAm1ssySo1pqzb7xJ1pEj1Jo+HeeaNW3ST3mQEbYQQtiBpRFReLs6MaCF/SaYxMxEHln9CPEZ8czvN5/mVZpbfnB2uvkRLs+qcNscmz3ClfLdd6T8+CNVn3wSr6432qSP8iIJWwghyllKhoGVe2IZ0jYYdxf7rMmckpXCY388RnRqNHP7zKVVYKviNbD6JUg4Cg/8aLNHuDIPHODsW5Px7NyJqqOftEkf5UkSthBClLOfd50hK8dkt5fD0wxpPLnmSY4lH2NOrzm0r9G+eA0c/BUiFkDnp6FBD5vEaLx4keix43D086PWe++hHO3zD5/SsMuErZS6Fbi1USPbTEgQQgh7snRbFCE1vGkZZH/LMWfkZDB67Wj2JexjZo+ZdAnqUrwGLp6Fn8ZAjTDoZZtVxrTWxL74IoaYGOp++QVOAbYZwZc3u5x0JmuJCyGuF/vPXGBPTIpdFvrIMmYx9s+x7Di/gyldp9CrTq/iNZD3CJchI/cRLtsstZq4eDEX/1hDtfHj8WjTxiZ92AO7HGELIcT1YmlEFC6ODtwRbuFzzGXEYDIwfv14Nsdu5q0ubzGg/oDiN/LvXDi+zrxOeGAT6wcJpG/fzvn3ZuDdtw8BI0fYpA97YZcjbCGEuB5kGoz8sCOGfi2q4+9pP88KG01GXvj7BdZHr+elji9xR6M7it/I2T2w5nVoOhDaPmjtEAHISUwk5plnca5Vi5rvvGN3VyisTUbYQghRTlbvP0dKhsGuJpuZtIlX/3mVVSdXMb7deO4Oubv4jRgyzI9wufvb7BEubTRyZvwEjElJ1FvyLY7eFlQHq+AkYQshRDlZui2KID93ujSsWt6hAObJW29veZufj/3M6PDRjGhRwkvMq1+BuIMw/HvwtLAYSDHFfzyXtH/+ocZbb+LWrJlN+rA3cklcCCHKQVRiOpuOxTO0XTAODuV/KVdrzXsR77H08FIeCn2Ix8IeK1lDh36HbZ/CDaOhUW/rBpkrdeMm4j/+GN877sBvyBCb9GGPJGELIUQ5WB4ZDcBQOyn08dHOj/hi/xfcG3Iv49qMK9n94Ivn4KfRUD0U+rxm/SABQ2wsZ8aPx7VxY2q89mqlv29dkCRsIYQoY0aTZnlkNDc2qkqQn3t5h8Nnez7jk92fcGfjO5nYYWLJkqDW8NOTkJ1qs0e4dHY2Mc88i87OJmjWLBzcy//clSVJ2EIIUcY2HY0nJjnDLiabfbX/K2Zvn83ABgN55YZXcFAlTAv/fgJH10C/yVAtxLpB5jo/YwYZO3dS8+3JuDaob5M+7JkkbCGEKGNLIqLw93Cmb/Pq5RrH8sPLmbptKn3q9GFyl8k4OpRwOc9z++CPV6Fxf2g/yrpB5rqwajWJi7/A//778bnpJpv0Ye8kYQshRBlKSsvmj33nuKN1EK5O5bfe9V9Rf/Hm5jfpGtSVad2m4eRQwoeG8h7hcvOF2z+yySNc2SdPEvvii7i1CqP6hPFWb7+ikMe6hBCiDP2wI4ZsY/kW+sjMyeSdf9+hoV9DZvaYibOjc8kbW/M6nN8P930HXoFWizGPKTOT6LHjUE5OBL//PsrFfhaYKWuSsIUQooxorVkaEUWrYF9CaviUWxwL9y3kTNoZFvRfgJuTW8kbOvIH/DsPOj4OjftYL8ACzr71FlmHD1N7/ic416plkz4qCrkkLoQQZWR3dAoHz15kWDmOrmNTY1mwZwH96/UvfpnMglLj4McnoVpz6POG9QIsIPm770j57nuqPP4YXl272qSPikRG2EIIUUaWRETh5uzAra3Kb6Q4I3IGAM+1fa7kjWhtft46MwUe+BGcSzFKL0LmwYOcffMtPG64gcAxY6zefkUkI2whhCgDGdlGVuw8w82hNfFxK8U941LYdnYbq06u4qGWD1HTq2YpGvoMjqyCvm9C9RbWCzCX8eJFoseOxdHXl6AZ76Ecy29ynj0psxG2UuoOYCBQDfhIa726rPoWQojytnJPLBezcsrtcniOKYd3t75LLc9aPNiiFNWzzh+A1S9Doz7QsYTLl16F1prYl17GEB1D3S8W41TFNmuRV0SlGmErpRYopc4rpfZetn2AUuqQUuqoUmoSgNb6R631I8BI4K7S9CuEEBXNkogo6lXxoGP9gHLpf/nh5RxJOsL49uNLPtHMkGl+hMvFC+6Ya5NHuJK++IKLq1dT7dln8Wjb1urtV2SlvSS+CLikqrlSyhH4CLgJaA7co5RqXmCXl3NfF0KI68KJ+DS2nkhkaLva5bL2dXJmMnN2zKFjjY70qVOK2dxr34Rze+GOj8GrmvUCzJW+Ywfnpr+HV5/eBDxkmxraFVmpErbWegOQeNnmDsBRrfVxrXU28C1wuzKbCvymtd5emn6FEKIiWRoRhYOCIW2Dy6X/D3d+SJohreTrhAMcXQtbPoL2j0CT/tYNEMhJSiLmmWdxrlmTWu+8c10V9bCULe5hBwFRBb6PBjoCTwF9AF+lVCOt9bzCDlZKPQo8ClCnTh0bhCeEEGUnx2jiu8hoejatRnUf68+mvpZDiYdYdngZdze9m8b+jUvWSFo8/PgEBIZAv7esGyCgjUbOjJ+AMTGRut98jaNP+T2jbs9skbAL+7NIa60/AD641sFa6/nAfIB27dppK8cmhBBlav2hOM5fzCqXyWZaa97d+i4+Lj48Gf5kSRuBn5+CjCQY/h04W79CVvy8eaRt2kSNN9/AvYX1Z51XFrZ4rCsaKPiTGQycsUE/Qghh95ZERFHVy5VeIda/53stq06uIvJcJE+3eRpfV9+SNRKxAA6thD6vQ42WVo0PIHXTJuI//Ajf22/Db+hQq7dfmdgiYW8DGiul6iulXIC7gZ+L04BS6lal1PyUlBQbhCeEEGXj/MVM/jx4njvbBOHsWLbLXqQb0pkROYNmAc0Y3GhwyRqJOwSrXoKGvaDjE9YNEDCcPcuZ8RNwbdSQGq+9Jvetr6G0j3V9A2wGmiqlopVSD2utc4AxwCrgALBUa72vOO1qrVdorR/19S3hX4RCCGEHvt8eg9GkGdqu7C+HL9i7gLNpZ5nUYVLJymbmZMF3D5svgd8xFxys+weHNhiIeeZZdFYWQbM/wMHDw6rtV0aluoettb6niO0rgZWlaVsIISqyvEIf7er606iaV5n2HX0xmoV7F3Jz/ZtpU71NyRr58y04uwfu/ga8a1g3QOD8jJlk7NhB0MwZuDaob/X2KyNZmlQIIWwg8lQSx+PSymWy2YyIGTg6OPJM22dK1sCxdfDPHGj3EITcbN3ggAurV5O4aBH+992Hz83Wb7+yssuELfewhRAV3ZJtUXi6ODKwZSnW7C6BzWc2s+b0Gh5p+Qg1PEswMk5PND/CVbUJ9Hvb6vFlnzpF7Isv4RYWRrWJz1u9/crMLhO23MMWQlRkqVk5/Lonlltb1cLTteyKIhpMBqZunUqwVzAPtHig+A3kPcKVFg93fgYu1r2vbMrMJHrsOHB0JPj9mTi4uFi1/cpOymsKIYSV/bLrDOnZxjK/HL700FKOpRxjds/ZuDq6Fr+B7V/AwV+g71tQs5XV4zv39ttkHTxI7U/m4RwUZPX2Kzu7HGELIURFtiQiisbVvGhd26/M+kzMTOSjHR/RuVZnetbuWfwG4o/A75OgfnfoZP3608nf/0DysuVUefwxvLp3t3r71wO7TNhyD1sIUVEdOXeRHaeTuat92Rb6+GD7B2TkZDCxfQnWC8/JNlfhcnKFQfOs/ghX5qHDnH3zTTw6diTwqaes2vb1xC4TttzDFkJUVEu2ReHsqBjUuuwu+e5P2M/3R77nnmb30MCvQfEbWPc2xO6E2+aATy2rxmZMTSXm6adx9PYm6L3pKMcSPBMuALmHLYQQVpOdY+L7HTH0aVadKl4luIdcAlpr3v33Xfzd/HmiVQlWIzuxATbNhjYjoNmtVo8t9uVXyI6Opu6ihTgFBlq1/euNXY6whRCiIlp74ByJadkMK8OVzX498Ss743Yyrs04vF28i3dweiJ8/xhUaQgD3rV6bElffsXF33+n2jPj8Gjf3urtX2/sMmHLPWwhREW0JCKKGj5udGtSNiPJdEM670e8T4sqLbi90e3FO1hr+GUcpJ2HwZ+Ci6dVY8vYuZNz06fj1asXAQ89ZNW2r1d2mbDlHrYQoqKJTclgw+E4hrQNxtGhbCabfbrnU85nnGdSh0k4qGL+Ot+9FPb/BL1ehqASLl9ahJykJKKfeRbn6tWp9e47KCtPYrteyT1sIYSwguUR0Zg0ZXY5/PSF0yzet5jbGt5GeLXw4h2ckQSrXoTg9tD5aavGpU0mzkx4HmN8PHW/+QZHGXhZjSRsIYQoJZNJszQyik4NqlCnStlUnZoeMR1nB2fGtRlX/IP/nAwZiTDwByhJJa+rSPjkE9I2bqTG66/jHtrCqm1f7+Q6hRBClNKW4wlEJWZwVxmtbLYxZiPro9bzWKvHCPQo5v3yMztg2+fQ/hGoGWbVuNL++Ye4D+bgc9ut+N01zKptC0nYQghRaksiovB2c2JAqPXLUF7OYDSvF17Xpy7Dmw0v3sEmI/zyLHgGQq+XrBvXuXPEjJ+AS8MG1Hz99TJdNOZ6YZcJW2aJCyEqipR0A7/tPcsd4UG4Odt+UZCvD37NyQsneb7987g4FrN4xvbFcGY79JsMbta7t6wNBmKefQ5TZibBs2fj4FE2twWuN3aZsGWWuBCiovhpVwzZOaYyuRwenxHP3F1z6RrUlW7B3Yp3cFo8rHkD6t4IYda9XH3+/VlkREZS8603cW3Y0Kpti//YZcIWQoiKYsm2KJrX9CE0yPYDjNnbZ5NlzOL59iWoI73mNchOhYEzwIqXqy+uWUPiggX433sPvgMHWq1dcSVJ2EIIUUJ7Y1LYd+ZCmYyu98Tt4cejP3J/8/up51uveAef/hd2fAU3PAnVQqwWU/bp05x54UXcQkOpNmmS1doVhZOELYQQJbQsIgoXJwfuCLdtoQ+TNjFl6xSqulflsbDHinewMQd+fQ58gqD7ROvFlJlJ9Nhx4OBA0KxZOLgU8366KDZ5DlsIIUog02Dkx51nGNCiBr4ezjbta8WxFeyO383bN76Np3MxlxDd9imc2wNDF4Orl9ViOvf2O2QdOEDwvLm4BJddZbLrmYywhRCiBFbtO0tKhsHml8NTs1OZtX0WYYFh3NLgluIdfPEs/Pk2NOwFzYu51vhVJP/4I8nLllHl0Ufx7tHDau2Kq7PLhC2PdQkh7N3SiChqB7jTqUEVm/Yzf/d84jPieaHDC8VfL3z1y2DMgpvfs9pEs8xDhzn7+ht4tG9P4NNPWaVNYRm7TNjyWJcQwp5FJaaz6WgCQ9vWxsGGhT5OpJzgywNfMqjRIEKrhhbz4A2wZxl0GWcun2kFxtQ0YsaNw8Hbi6CZM1BOcle1LMnZFkKIYloWEYVSMKRtsE37mbZtGm6ObjzdppgFOnKy4dfx4FcXuj5rlVi01sS+8jLZp05RZ9FCnALLpoSo+I9djrCFEMJeGU2aZZHRdGscSC0/d5v1syF6AxtjNvJ4q8ep6l61eAdv+QjiD8FN08DZOjEm/e9rLv72O4HjxuHZoYNV2hTFIwlbCCGK4e8jccSmZNp0slm2MZupW6dS37c+94bcW7yDk6Pgr2nQ9GZoOsAq8WTs2sW5qVPx6tGDKqMetkqbovjkkrgQQhTD0ogo/D2c6d2sms36+HL/l5y+eJpP+nyCs2MxHxlb9QJoDQOmWCWWnKQkop95Budq1ag15V2Ug4zzyoskbCGEsFBCahZ/7D/H/TfUw9XJNoU+zqefZ/7u+fSo3YPOQZ2Ld/CRNXBgBfR6BfzrljoWbTJxZuJEjHHx1P36axz9/Erdpig5+VNJCCEs9MOOGAxGbdPL4bMiZ2EwGXi+XTHXCzdkwsrxUKURdLbO41YJ8+eTtuFvqr/4Au4tizlLXVidXSZseQ5bCGFvtNYsjYiiVW0/mtbwtkkfO8/vZMXxFYxsMZLaPsX8o2DTbEg6YX7m2sm11LGkbdlC3Adz8LnlFvzuvrvU7YnSs8uELc9hCyHszc6oZA6fS+WudrYZXZu0iXe3vks192qMajmqeAcnHoe/Z0CLQdCwZ6ljMZw7T8xz43GpX5+ab7yOsmJ1L1Fycg9bCCEssDQiCndnR25tVdMm7f949Ef2J+xnStcpeDh7WH6g1vDbRHB0hv7vlDoOnZNDzHPPYkpPp+7iRTh4FnPtcmEzkrCFEOIa0rNzWLErlptb1sTbzfqFPi5kX2D29tm0rtaam+vfXLyDD/4KR1ZDv7fBp1apY4mbNYuMiEhqTZ+Oa6NGpW5PWI8kbCGEuIZfd8eSmpVjs8lm83bNIykziXl95hXv8nN2Gvw+Cao1h47FLLtZiItr15Lw2ef43X0XvrcWs9CIsDlJ2EIIcQ1LI6JoUNWT9vX8rd72seRjfHPgG+5scifNqjQr3sEb3oOUKHjwN/Ml8VLIjorizKQXcGvRguovvFCqtoRt2OWkMyGEsBfH4lLZdjKJoe1qW33yldaaqVun4u7szlOti/koVtxh+GcOtLoH6hbzee3LmLKyiBk7DpQiaPYsHFxLP8tcWJ8kbCGEuIqlEVE4OijubBtk9bbXRa1jc+xmRoePJsAtwPIDtYaVz4GLB/R9s9RxnHvnXTL376fWlCm4BNu2oIkoObkkLoQQRTAYTXwXGUPPptWo5u1m1bazjFlM2zaNRn6NGNZ0WPEO3vuduXzmze+BV+mWSE35+WeSlyyhyiOj8O5V+kfChO1IwhZCiCKsPxRHfGqWTSabLd63mJjUGD7t9ynODsW4/5x5AVa9BDXDod1DpYoh68gRYl97HY927QgcO7ZUbQnbk4QthBBFWLItikBvV3o2tW7t57NpZ/lsz2f0qdOHG2reULyD10+B1HNw99fgUPL1zE1paUSPHYeDpye1Zs5AOUk6sHdyD1sIIQpx/kIm6w6d5842wTg5WvdX5czImZi0ifHtxxfvwLN74d950HYEBLctcf9aa868+BLZJ08S9N57OFezXeUxYT2SsIUQohDfbY/BaNIMa2fdSViR5yL57cRvPBj6IEFexZjIZjLBr8+Bux/0fq1UMSTM/5SLq1ZRbfx4PG/oWKq2RNmxy4QtxT+EEOVJa82yiCg61AugQaCX1do1moxM2TqFGp41eCi0mPefd30DUVugzxvgUYwZ5ZdJ/esv4mbNwueWWwh4cGSJ2xFlzy4TthT/EEKUp20nkzgen8YwK082++7IdxxMPMhz7Z7D3cnd8gMzkuCPVyG4A4TfV+L+s06cIGb8BFxDQqj51ptS1KOCkVkGQghxmSXbovBydeLmljWs1mZKVgpzdsyhXfV29K/bv3gHr30LMhJh4A/gULJxljE1legxT6GcnKj94Rwc3IvxB4OwC5KwhRCigIuZBlbuieWO1rXwcLHer8iPd37MhewLTOowqXgj25hIiFhgXiu8ZliJ+tYmE2cmTSL75EnqfP45zkHWXwRG2J5dXhIXQojysmJXLBkGI8OsWPf6cNJhlhxawtAmQ2ka0NTyA01G80Qzr2rQ88US9x8/dy6pa9ZSfeLzMsmsApMRthBCFLAkIoom1b0Ir+1nlfby1gv3cvFiTPiY4h0cuQjO7IDBn4Fbyeb0XPzzT+LnfIjv7bfjf//9JWpD2AcZYQshRK5DZy+yKyqZYVYs9LHm9Bq2nt3KmPAx+Ln5WX5gWjysfRPqdYWWQ0rUd9bx45yZ8DxuoaHUeON1mWRWwUnCFkKIXEu2ReHsqBjcxjrPXmfkZDB923Sa+DdhSJNiJt0/XoPsVPN64SVItMaLF4l+cjTKzY3gOR/g4GbdtdBF2ZNL4kIIAWTlGPlhRzR9m1cnwNPFKm0u2ruI2LRY3r7xbZwcivHr9vQW2PkVdBkL1UKK3a82mTgzfgLZ0dHUXbQQ55o1i92GsD8ywhZCCGDN/vMkpRusNtnsTOoZPt/7Of3r9ad9jfaWH2jMMU808wmGbs+XqO+4OXNI/esvqr/4Ah7t2pWoDWF/ZIQthBCYJ5vV8nWja2PrFPqYETEDheK5ts8V78Ct8+HcXhj2JbgWf5W1C6tXkzB3Hr5D7sT/nnuKfbywXzLCFkJc92KSM/j7SBxD2gbj6FD6iVlbY7ey+tRqHm75MDW9inE5+kIsrHsHGvWBZrcWu9/Mw4c5M+kF3Fu1osarr8oks0pGErYQ4rq3PCIarWGoFS6H55hymLJtCkFeQYxsMbJ4B69+GYzZcNO0Yk80M6akED3mKRw8PQj64AMcXKxzH17YD7kkLoS4rplMmmWRUXRpVIXaAR6lbm/Z4WUcSTrC+z3ex82pGDOzj/8Fe5dD94lQpWGx+tRGIzHPjccQG0vdxYtxri7lMisjGWELIa5r/xxLIDopwyqTzZIzk/lwx4d0rNmR3nV6W35gTjasHA9+deHGZ4rdb9ysWaRt3EiNV17Go03rYh8vKgYZYQshrmtLIqLwdXemf4vSF/r4cOeHpBnSmNS+mOuFb/4Q4g/DvcvAuXhFOS6sXEnCp5/hd/dd+A8bVsyIRUUiI2whxHUrOT2bVfvOckd4LdycHUvV1sHEgyw7vIy7Q+6mkX+jYgQRBRumQ8gt0KRfsfrMPHiQMy+9jHubNtR4seRrjYuKocwStlKqgVLqc6XU8rLqUwghruannWfIzjGVuu611pp3/30XXxdfnmj1RPEO/n0SaA0D3i3WYTlJSUSPHoOjjw/Bs2ehZJJZpVeqhK2UWqCUOq+U2nvZ9gFKqUNKqaNKqUkAWuvjWuuHS9OfEEJY05JtUYQG+dCiVskKa+T5/eTvbD+/nafbPI2vazHaOrwaDv4C3SeAXx2LD9M5OcQ8+yw5588TPOcDnAKt8+y4sG+lHWEvAgYU3KCUcgQ+Am4CmgP3KKWal7IfIYSwqr0xKeyPvcBdpZxslm5IZ0bEDJoFNGNQo0GWH2jIgN8mQJXG0OmpYvV5/r0ZpG/eQo3XX8c9rGQ1skXFU6qErbXeACRetrkDcDR3RJ0NfAvcbmmbSqlHlVIRSqmIuLi40oQnhBBFWrItClcnB24LDypVO5/v/Zxz6ed4oeMLODoU4z74xlmQdBIGvgdOll/OTlmxgsRFi/AfPhy/OwcXO15RcdniHnYQEFXg+2ggSClVRSk1D2itlHqhqIO11vO11u201u0C5TKPEMIGMg1GftwZw02hNfB1dy5xO1EXo1i0dxEDGwykdbViPE6VeBw2vg+hd0KDHhYflrFvH7Evv4JH+/ZUn1iydcZFxWWLx7oKe5ZBa60TgMdt0J8QQhTL73vPcjEzp9TPXs+ImIGjgyPPtCnGs9Naw8rnwdEF+r1t8WE5CQlEj3kKx4AAgma9j3Iu+R8aomKyRcKOBgr+LwgGztigHyGEKJEl26KoHeDODQ2qlLiNf878w9rTaxnbZizVPatbfuDBX+DoH9D/HfCxbJ1xbTAQM+4ZjImJ1P3f/3CqUvK4RcVli0vi24DGSqn6SikX4G7g5+I0oJS6VSk1PyUlxQbhCSGuZ6cS0th8PIFhbWvjUMJCHwaTgalbp1Lbuzb3N7/f8gOz0+C3SVCtBXR4zOLDzk2bTvq2bdR8603cQ1uUIGJRGZT2sa5vgM1AU6VUtFLqYa11DjAGWAUcAJZqrfcVp12t9Qqt9aO+vqV71EIIIS63LCIaBwVD2gWXuI0lB5dwPOU4E9pNwNXR1fID/5oGF6Jh4AxwtOwCZ/L3P5D05ZcEjBiB7223lTBiURmU6pK41rrQYqta65XAytK0LYQQ1mY0aZZHRtOtSSA1fYu3BGiehIwEPt75MV1qdaFH7R6WHxh3yLwEafh9ULeTRYdk7N7N2ddfx+OGG6g2YXyJ4hWVh10uTSqXxIUQtrDhcBxnL2SW6tnrOTvmkJGTwfMdnrd8vXCt4dfnwMUT+rxh0SE5cXFEP/U0ToGBBL0/E+UkpR+ud3aZsOWSuBDCFpZsi6KKpwu9mxVjklgB+xL28f2R77m32b008G1g+YF7v4OTf0PvV8Hr2o+r6uxsosc9gzElheCPPsTJ379E8YrKxS4TthBCWFt8ahZrDpxjUOsgXJyK/6svb71wfzd/Hm9VjCdUM1Ng1YtQqzW0fdCiQ86++y4ZkZHUfHsybiEhxY5VVE6SsIUQ14UftseQY9LcVcJCH78c/4VdcbsY12Yc3i7elh+47l1IPW+eaGbBSmhJS5eS/M23VBn1ML4DB5YoVlE52WXClnvYQghr0lqzJCKK1nX8aFy9GMk2V5ohjfcj3ye0Sii3N7J4pWU4uwe2fgLtHoSgttfcPX37Ds6+NRnPLl0IfKYYi7GI64JdJmy5hy2EsKbtp5M5ej61xJPNPt39KXEZcUzqOAkHZeGvTZPJPNHM3R96vXLN3Q3nzhM99mmca9YkaMZ7KMfS1ecWlY9MOxRCVHpLt0Xh4eLILa1qFfvY0xdO88X+L7it4W20Cmxl+YG7voaof+H2j8Aj4Kq7mrKziXn6aUxp6dT5/HMc/fyKHaeo/CRhCyEqtbSsHH7ZfYaBLWvi5Vr8X3nTt03H2cGZcW3GWX5QeiL88SrU7git7r3qrlprzr75Jhm7dhE0ezZuTZoUO0ZxfbDLS+JCCGEtv+6OJS3bWKLJZn9H/8366PU83upxAj2KUT1w7ZuQkQwDZ4LD1X/NJn/7LSnLv6PK44/h079fsWMU1w+7TNgy6UwIYS1LI6JoEOhJ27rFe5bZYDQwbds06vnUY3iz4ZYfGBMJkYug42NQI/Squ6ZHRHD27Xfw6t6dwKeeKlZ84vpjlwlbJp0JIazh6PlUIk4lcVe72pavSpbr64Nfc/LCSSa0n4Czo4WlLE1G+OVZ8KoOPV646q6Gs2eJHjsOl+Bgak2fJpPMxDXJPWwhRKW1LCIKJwfF4DbFK/QRnxHP3F1z6RbcjW7B3Sw/MHIhxO6EOz8HN58idzNlZRE95il0ZibBXyzG0afofYXIIwlbCFEpGYwmvtseTa+QagR6F6OiFjArchZZxiyeb/+85QelxpnvXdfrCqF3Frmb1pqzr71O5t69BH/0Ia4NGxYrNnH9sstL4kIIUVp/HjxPfGp2sSeb7Ynbw0/HfuL+5vdT16eu5Qf+8Spkp5tXNLvK5fekL78i5ccfqTpmDN69excrNnF9s8uELZPOhBCltXRbFNW8XenexPLZ3SZt4t2t71LVvSqPhT1meWenNpufu+48BgKbFrlb2r9bOTd1Kl69e1P1yScsb18I7DRhy6QzIURpnLuQybpD57mzbTBOjpb/mvv52M/sid/Ds22fxdPZ07KDjDnmFc18a0O3CUXuZoiJIWbcOFzq1qXW1CmoazzuJcTl5B62EKLSWR4ZjUnDsGIsRZqancqsyFmEBYYxsEExim5s/QTO74O7vjLXuy6EKSODqKeeQhsMBH/0IY5eXpa3L0QuSdhCiEpFa82yiCg61A+gflULR8nAJ7s/ITEzkQ97f2j5euEXzsC6d6BRXwi5pch4Yl95lawDBwme+zGu9etbHJMQBck1GSFEpfLviUROJqQXq9DHiZQTfLX/KwY1HkRo1asvdnKJVS+B0QA3TytyolniosVc+OUXAseOxbtHD8vbFuIykrCFEJXK0m1ReLs6cXPLmhbtr7Vm6rapuDm58XTrpy3v6Ph62Pc9dH0WAhoUukvaP/9wfvp0vPv1o8pjj1rethCFkIQthKg0LmQaWLk3llvDa+HuYtnKYRuiN7ApZhNPtHqCKu5VLOsoJwt+HQ/+9aHLuEJ3yY6KIuaZZ3Ft2JBa775T7JXWhLicXSZseaxLCFESP+88Q6bBZPHl8GxjNlO3TaWBbwPuaXaP5R1t/hASjsDN08HZ7YqXTenpRI8eg9aa4I8+xMHT8nvpQhTFLhO2PNYlhCiJpRFRhNTwJizYst8dX+7/kqiLUUxsPxFnBwvXC08+DX9NN08ya9z3ipe11px56SWyjh4laMYMXOrUKc5bEKJIdpmwhRCiuA7EXmB3dArDLCz0cT79PJ/s/oSetXvSOaiz5R39/oJ5gtmAKYW+nPDZZ1z87XeqPfsMXl1vtLxdIa5BErYQolJYsi0KF0cHBrUOsmj/9yPfx2gyMqF90YudXOHwKjj4C3R/HvyuvOye+vffxM18H5+bbyLg4Yctb1cIC0jCFkJUeFk5Rn7cGUPfFtXx93S55v47z+/kl+O/MKLFCGp7W/j4lyEDVk6Aqk3hhtFXvJx98iQxz43HtWlTak6eLJPMhNXJwilCiApv9b5zJKcbLJpsZjQZeXfru1TzqMaolqMs72Tj+5B8CkasAKdL/ygwpqYRNWYMysGB4A8/xMHDo7hvQYhrkoQthKjwlkZEEeTnzo2Nql5z3x+P/sj+hP1M7ToVD2cLE2vCMdg4C0KHQP1L62Nrk4nYFyaRfeIkdT77FJdgyy7JC1FccklcCFGhRSels/FoPEPaBuPgcPXL0BeyLzB7+2zaVGvDTfVvsqwDrc2Xwh1doP/bV7yc8MknXPxjDdUmjMezU6eSvAUhLCIJWwhRoS2PjAZgaLvga+47d+dckrOSmdRhkuX3mA/8DMfWQq+XwLvGJS9d/HMdcR/Mwee2WwkYMaLYsQtRHHaZsGXhFCGEJUwmzbKIaG5sVJVg/6tf3j6WfIxvDn7DkCZDaFalmWUdZKWaH+Oq3hLaP3LpS8dPcOb553Fr1oyab74pk8yEzdllwpaFU4QQlth0LJ6Y5IxrltHUWjNl6xQ8nD14qvVTlnewYRpciIGBM8Dxvyk/xosXiR49GuXiQvCHc3Bwu3K1MyGszS4TthBCWGLJtij8PJzp16L6Vff7M+pPtsRuYXT4aPzd/C1r/PxB2PwRhA+HOh3zN2uTiTPPTyQ7KoqgWe/jXKtWad6CEBaThC2EqJCS0rJZve8cd4QH4epUdKGPzJxMpm+bTiO/RtzV9C7LGtcaVo4HFy/o+8YlL8V/+BGp69ZRfdIkPDt0KM1bEKJY5LEuIUSF9OPOGLKNpmteDl+8bzExqTF81u8znBws/JW3Zxmc/BtueR88/3tU7MIffxD/8cf4Dh6M/333liZ8IYpNErYQokLJyjHy5eZTzF57hLBgX5rX8ily37NpZ/l87+f0rduXjjU7FrnfJTJTYNVLUKsNtPlv5nfW0aPETpyEW1gYNV57VSaZiTInCVsIUSForflldyzTVh0kKjGDro2r8sZtLa56zMyImZi0iefaPWd5R+vegbQ4uHcJOJgvtRsvXCBq9GiUhwfBcz7AwdW1NG9FiBKRhC2EsHtbTyTy9soD7IpKJqSGN1881IFuTQKvekzE2Qh+O/kbT7R6giAvC1cfi90NW+dDu4cgqA0A2mgkZvx4DGdiqbt4Ec7Vrz7BTQhbkYQthLBbx+NSmfLbQVbvP0d1H1emDQnjzjbBOF5jRTOjyciUrVOo4VmDB0MftKwzkwl+fQ7cA6D3K/mb42Z/QNqGv6nx+ut4tGlTmrcjRKlIwhZC2J2E1Cxmrz3C1/+extXJgef6NmFU1wa4uxQ9G7yg7458x6GkQ7zX/T3cndwt63TnVxC9Fe6YC+7mR78u/P47CfPn4zdsGP53WzjDXAgbkYQthLAbGdlGFmw6wdz1x8gwGLm7fW3G9WlCoLfl94xTslL4YMcHtK/Rnn51+1l2UHoi/PEa1OkEre4BIPPQIc688CLu4eFUf/mlkrwdIaxKErYQotyZTJrvd8QwY/UhYlMy6dOsOpNuCqFRNa9it/XRzo+4mH2Rie0nWj6Te+0b5tnhA2eAUhiTk4kePQZHLy+CPpiNg8u1a2wLYWt2mbCVUrcCtzZq1Ki8QxFC2NjGI/G8s/IA+2MvEBbsy/t3hXNDgyolautw0mGWHFrCsCbDaBrQ1LKDoiMhcjHc8CRUb4HOySHm2efIOXeOul9+gXO1aiWKRQhrs8uErbVeAaxo167dI9fcWQhRIR06e5F3Vh7gr8NxBPm5M/vucG4Nq3XNEplFyVsv3NvFmzGtx1h2kMkIvz4DXtWhxyQAzs98n7R//qHm25NxDw8vUSxC2IJdJmwhROV17kImM1cfZllkFF6uTrx4cwgPdKqHm7NlE8qK8sepP9h2dhsvd3wZX1cLCwdFLIDYXTBkAbj5kPLLryQuWID/vffid+edpYpHCGuThC2EKBNpWTl8suE4n244To7JxINd6jOmZyP8PUt/fzgjJ4P3It6jqX9ThjQZYtlBqedh7VvQoAe0GEzm/v3Evvwy7u3aUv2FSaWOSQhrk4QthLCpHKOJpRHRzPzjMPGpWQwMq8nz/ZtSt4qn1fpYuHchsWmxvHPjOzg6WDhS/+NVMKTDze+Rk5RE1JgxOPr5ETxrFsrZ2WqxCWEtkrCFEDahtebPg+d597eDHD2fSru6/sx/oC1t6lhY3tJCZ1LPsGDvAgbUG0C7Gu0sO+jUP7DrG7jxWbRffWIeHoUxPoG6//sfTlWrXvt4IcqBJGwhhNXtjUnh7V8PsPl4AvWrejJveFv6t6huk4IZ70W8h0JZvl640WBe0cy3NnQbz/np00n/919qTnkX95ahVo9PCGuRhC2EsJropHTeW3WIH3eeIcDThTdua8G9Hevg7Ohgk/62xm7lj1N/MCZ8DDU8a1h20L+fwPn9cPfXJK/8g8TFX+D/wP343XGHTWIUwlokYQshSi0lw8DH64+ycNNJFPBEj4Y80aMhPm62uxecY8rh3a3vEuQVxIgWI659AMCFM7D+XWjcnwxDHc6+OhyPjh2pPmGCzeIUwlokYQshSiw7x8T//j3FB2uPkJxhYFB4EM/1b0qQn4Xrd5fC/w78j6PJR5nVYxZuTm6WHbTqRTDlkNNxEtGjnsapalWC3p8pk8xEhSAJWwhRbFprftt7lmm/H+RkQjpdGlXhhZuaERpk4fPPpXAy5SQzImewPmo9XWp1oVedXpYdeGwd7PsBfeNEol+fiTE5mXpf/w+ngACbxiuEtUjCFkIUS+SpJN7+dT/bTyfTpLoXCx9sT48mgTaZUFZQcmYy83bPY8nBJbg6uTKuzTiGNx9uWb85WbByPPjX59zGbDIiIqn13nu4NW9u05iFsCZJ2EIIi5yMT2PaqoOs3HOWQG9XpgxuyZC2wTjZaEJZHoPRwDcHv2He7nmkGdIY0ngIT4Y/SRX3Yqw3/s8cSDhKcuB4kr79moCHHsL3loG2C1oIG5CELYS4qqS0bD748whfbTmFs6MD4/o05pGuDfB0te2vD601f57+k5mRMzl98TRdanXhuXbP0di/cfEaSjoFG94jw6sXZ+ctw7NzZ6o9+4xtghbChiRhCyEKlWkwsuifk3y07ihpWTnc1b4Oz/RpTDUfCyd4lcK+hH1M3zadyHORNPRtyNw+c7kx6MaSNfb7JAwZjkT/fh6nGjUImjkD5SS/+kTFIz+1QohLmEyan3edYfqqQ8QkZ9ArpBqTbgqhSXVvm/d9Nu0sc3bM4edjPxPgFsArN7zC4MaDcXIo4a+qQ79j2r+SmJ2tMaZdoN7nC3H087NqzEKUFUnYQoh8/xwz16beG3OBFrV8mD4kjM6NbL9UZ7ohnYX7FrJo7yKM2shDoQ8xquUovF1K8UeCIQN+e55z++uScewcQbPex61pE+sFLUQZK7OErZTyBD4GsoH1Wuv/lVXfQoirO3LuIlN+O8jag+ep5evGzGGtuCM8qMS1qS1lNBn5+djPzNkxh7iMOAbUG8DYNmMJ9g4ufeN/zyQpIo7kfX5UefRRfAYMKH2bQpSjUiVspdQC4BbgvNY6tMD2AcBswBH4TGs9BRgMLNdar1BKLQEkYQtRzs5fzGTWmiN8u/U0ni5OTBwQwoNdSl+b2hJbY7cyPWI6BxMPElY1jJk9ZhJeLdw6jSccI/2HDzm7wx/PbjcSOPZp67QrRDkq7Qh7EfAh8EXeBqWUI/AR0BeIBrYppX4GgoE9ubsZS9mvEKIU0rNz+HTDCT7ZcIzsHBMPdKrH070bE2CF2tTXUnDhk5qeNZnWbRoD6g2w3nPcWmP4dizRf/vgEhRE0HvvoRxt/weIELZWqoSttd6glKp32eYOwFGt9XEApdS3wO2Yk3cwsBOw7YObQohCGU2a5ZFRzFh9mPMXsxjQogYTbwqhflXr1aYuyuULn4xtM5bhzYZbvqyohUw7lxP9vwNoPAn+eC6OPj5WbV+I8mKLe9hBQFSB76OBjsAHwIdKqYHAiqIOVko9CjwKUKdOHRuEJ8T1R2vNX4fjeHflQQ6du0jrOn58fF8b2tWz/bKcBqOBbw99y7xd80g1pHJn4zt5MvxJqrpbfzKbzrzI2ddeJTPRhaDZ03Ft1MjqfQhRXmyRsAu7rqW11mnAg9c6WGs9H5gP0K5dO23l2IS47uw7k8K7Kw+y8Wg8dQI8+Pi+NtwUWsPmS4lqrfkz6k9mRpgXPulcqzPj240v/sInxZA0+VFSDkPV4bfj07+/zfoRojzYImFHA7ULfB8MnLFBP0KIq4hNyeC9VYf5fkc0vu7OvHpLc4bfUBcXJ9vfkdqfsJ/p26YTcS6i9AufWCht9XLOfbcDr2aBVH3xHZv2JUR5sEXC3gY0VkrVB2KAu4F7i9OAUupW4NZGcjlLiGK7mGlg3l/H+OzvE2jg0a4NeLJnI3zdbV9C8lzaOT7Y8QErjq3A382/9AufWMgQE0PMpNdw8dHUmvc/lINMkxGVT2kf6/oG6AFUVUpFA69prT9XSo0BVmF+rGuB1npfcdrVWq8AVrRr1+6R0sQnxPXEYDTxzdbTzF5zhIS0bO4Ir8X4/k0J9vewed/phnQW7VvEwr0LMWojD4Y+WPqFTyxkyswketT9aEMOwa8/gmN1mfsiKqfSzhK/p4jtK4GVpWlbCGEZrTWr959j6m8HOR6fxg0NAlh4czPCgv1s3rdJm/j52M98sP0D6y98YgGtNbEvvUDmiTME31EF11ueLZN+hSgPsjSpEBXYjtNJvLvyIFtPJtIw0JPPHmhH72bVbD6hDMwLn7wX8R4HEg9Yf+ETCyUuXsyFX38nsGUq3k9/A3IpXFRidpmw5R62EFcXlZjO1N8P8svuWKp6uTD5jlDubl/b5rWpwbzwyczImayLWmebhU8slLpxE+enTcc7OJMqD9wFtVqXaf9ClDWltf0+OdWuXTsdERFR3mEIYTeS07P58M+jfLH5FA4O5gllj3ZviJeNa1MDpGSlMG/XPL49+C2uTq6MajnKJgufXI3WmrSNm0hcvJi0jRtxqeJEvZszcHw2Atz9yiwOIWxFKRWptW5X2Gt2OcIWQlwqK8fIF/+c4sN1R7mQaWBo22Ce7duUGr62T5ZlufBJUUyZmaSsWEHi4sVkHz2GU2AggXd2xl9/h+PAuZKsxXVBErYQdkxrzYrdsUxfdZCoxAy6NQnkhZtCaFbT9sttlsfCJ5fLiYsj6ZtvSPrmW4xJSbiGNKHWI33xcd6CSlwO9bpCq7vLLB4hypNdJmy5hy0EbD2RyNsrD7ArKplmNX348uGWdG0cWCZ9l8fCJwVlHjxI4qLFXPj1V3RODl4dWxEQWhuPjPWoi+shqC3cNgdCh0AZ3zsXorzIPWwh7MyxuFSm/naQ1fvPUcPHjfH9mzKodRCONq5NDVcufDI6fHSZLHwCoE0mUv/6i8TFX5C+ZQvKzQ2/Lk0IqHUMF8MRcPGGsGHQdiTUDLN5PEKUB7mHLUQFEJ+axew1R/h662ncnR2Z0L8pD3Wpj7uL7UtDluvCJ+nppPz0E4mLvyD75EmcqvpTbUB9/Ly34+h4HKq1hbYfQuhgcLF9VTEh7JUkbCHKWUa2kQWbTjB3/TEyDEbu7VCHsX0aU9XL1eZ9l+fCJ4Zz50j66n8kLV2KKSUFt/rVqdXfHR/ffSh3Hwi7D9qMkNG0ELnsMmHLPWxxPTCaND/siOG9VYc4eyGTvs2rM+mmEBoGepVJ/+W18EnG3n3mBU9++w1MRrybBRDQIQX3gDOoYBlNC1EUuYctRDn4+0gc76w8yIHYC7QK9uXFm5vRsUGVMun78oVPnmn7jM0XPtFGI6nr1pG4aDHpERE4uDnjF6LwD47CpYqn+d60jKaFkHvYQpQFrTUpGQbiU7M4fzGLuItZxKdm5342fx93MYu43K+D/d354J7W3NKyJg5lMKHs8oVPxrYZa/OFT4ypaaR8/z2JX32J4XQUzn6uVGuThl+9CzjWbwttx8toWggLScIW4iq01qRm5RSZfONT/0vA8alZGIxXXrFydlQEerkS6O1KTV83woJ9aV7Lh7va18bVyfYTyi5f+GRw48GMDh9t04VPDGfOkPjV/0heuhRTairuNRyp1iUR7wYuqPDcmd41WtqsfyEqI0nY4rqUnp1D/MVs4lIzibuYTVxqFvEXL02+eZ8zDaYrjnd0UFTxdCHQ25WqXq40qe6d/3Wgt2tugnYh0MsNH3enMl9nG65c+KRTzU6Mbz+eJv5NbNZnxq5d5uenV60CTPjUziKg0wXcw1pB24kymhaiFCRhi0ojK8eYPwq+POlevi0t23jF8UpBgIc5CQd6u1Kvimd+8q2am3zNn13x93Apk8vYJVVw4ZMGvg34uPfH3Bh0o03+cNA5OVxcs4bEBZ+TsXsvDi4Q0CSVgBYK585DZTQthJXYZcKWWeIij8FoIiE1+7+kW0jyzft8ITOn0Db8PJzNI18vV8KC/fJHwVW9/kvOgV6uBHi6lEm1K1squPCJn6sfL3d8mTub3GmThU+MFy+SvHw5SYs+x3AuAWcvI9XbpOLbpSmOnR6S0bQQViazxEWZM5o0iWnZhY58L70nnE1iWnahbXi7Ol1yCbpg8v1vmytVvFzK5D5xectb+GTRvkXkmHIY3nw4j7R8xCYLn2RHR5O04FOSv/8BU6YBj8AsAkJNeN08GNX+QRlNC1EKMktc2JzWmuR0wxX3ggsm37zknJiWhamQvxPdnR3zk2/9qp50qB9wSfL9796wK27OlT8JWyJv4ZM52+dwPuM8/ev1Z1ybcVZf+ERrTUZkJIlz3+fiP9sBjU+dDAK61sF94GPQYpCMpoWwMUnYIp/BaCI1M4fUrBwuZuZwMdNAapb5+wuZObmvGbiY+3VSevYlM6dzCsnCLo4O5oTr7UqQnxvhtX0vSb5VC3z2dHEsl8lZFdW2s9uYvm06BxIP0LJqS2b0mGH1hU+0wcCFFd+T+OnHZJ44j4OLiSqhOfgPGoBzr8dlNC1EGZKEXQkYTTo3yeYm2MzchJv/taFAEi6QdHNfv5C7rbDZ0JdzdFB4uznh5eqEr7szgd6uhNTwvuJSdN7laR+38pkhXZmdunCKmREz+TPqT2p61mRq16kMqD8AB2W9++/G5GSS5r9H0ncryEnJxsU7hxq9q+A7/FEc2t4lo2khyoEk7HJkMmnSsnPyk+clo9oiku5/o93/knB6ITOeL+egwMvVCW8359zPTgR4ulAnwANvN+f8JFzwc96+Xm6537s64+bsIAm4nBRc+MTF0cUmC59kH9xF4gdvk7xhDzoHPGrmUGPIDXjdNx5Vq5XV+hFCFJ8k7BLQWpOebcwf1RZMuKm5SfZipuHSy8tZ5iRbcGSbmp2DJXP+vHOTZl4i9XV3JtjPPT+5euUmV+8CyfXypOshl5srLIPRwJJDS5i7a65NFj7RJhPpvywiccHnpB5MQDmATzNPAu6/F7ebH5fRtBB2wi4Ttq0e69Jak2kwcTHLkD+CLTTpFjHaLXjZubBJU5fzcHEskFSd8XFzorqP238jXTcnvPNGtW6Xjn7zjvN0cbLr532F7WitWRe1jpmRMzl14ZTVFz7RKedI+XQyiT/+SVa8CUdXTdW+jfF//HmcWnS1Sh9CCOu5bh7rGv7Zv2w5nlDoxKjLuTk7FDpi9XJ1viSZFpZ0C152dpREK0ro8oVPxrcbb52FT7QmZ89qkue/T9KmE+RkOOBSxYmAwf3wfeRFHHzKpgCJEKJw8lgX0Ld5dVrV9i086RYY1Xq6OuFcwRfPEBWXzRY+SU8k67ePSPx6KSkHDWijwrNpdWo+/Aietw6X2yVCVADXTcIe0bleeYcgRJEuX/hkZOjI0i98ojX61D+kLXmfxFU7SDvjgnIE3+6tCXjqRVybySNZQlQk103CFsIe2WThk/RETBFfcuHbhSRGppKV4oyjtzdVH7oD/1FP4xQQYL03IIQoM5KwhSgnly988l6P92hdrXXJGtMaTm8mZ/0nJP2ynqTDrhizHHGtE0TN8U/ic/sgHFxcrPsGhBBlShK2EGUoKTOJg4kH+fbgt/wZ9Sc1PGswpesUbqp/U8kWPklPhF3fkLn6cxK3xHPhlAfa5IFXp7YEPDYGj44d5f60EJWEJGwhbMBoMnL64mkOJR3iUGLuR9IhzqefB8DDyYOnWz/N/c3vL/7CJ1rDqX/Q2xaStvY3Eg+4kHbODeXii++QOwgY+RCuDerb4F0JIcqTXSZsKa8pKpI0QxpHko5wMPEgh5IOcTjxMEeSj5CRkwGAk3Kivl99OtToQEhACE38m9Ciagt8XHyK11HuaNq0ZSEpkTEkHvEhO8UHp6r+BD4zEr9hQ3Hy97fBOxRC2IPr5jlsIUpLa83ZtLMcSjrEwcSDHE46zKHEQ5y+eDp/Hx8XH5oGNKWpf9P8zw39GuLiWML7x7mjaSIXYYj8maSDziSf8MWYYcKtWQgBDz2ET//+KLk/LUSlIM9hC1FM2cZsjiUf+++Sdu7nC9kX8vep412HpgFNubXhrYQEhNDUvyk1PGtY555x7miayEVkHjlO4lF/Uk5WARN49e5JlREjcG/XTu5PC3EdkYQtrnuJmYkcSjzE4aTD+Ze1TySfIEfnAODm6EYT/yb0q9ePpv5NCQkIobF/YzydrbzGdoHRtN73E6lRkHiyFulR1VDu7vjfcycBD9yPS5061u1XCFEhSMIW1w2jycipi6c4nHj4v8vaiYc5n3E+f59q7tVoGtCU7sHd8y9p1/Gug6ODo+0CKzCaNp09QnJUAEnH65Adl4ZTzQCqTRiO39AhOPoU8563EKJSkYQtKqU0Q1r+Pea8+81Hko6QacwEzBPBGvg1oGPNjubEnJuc/d3KaNJW/mh6Iez/CcPFHJJiG5G0vz6mtEzcWjUk6IURePfrh3KS/6ZCCEnYooLLmwiWdyk7735z1MWo/H18XHwICQhhSJMhNA0wX9Ju4Nug5BPBLGEyQWYypMVBWnzu5wJfn/wb4g+TcdGfxDNhXNh9DnQ63n37EjByBB6tS7iAihCi0pKELSqMvIlgeSPmvCR9Mfti/j51vOsQEhDC7Q1vN08EC2hKdY/qVqlyRXZqbsItmIBzk3B6/GXJOR60sfCmXPy5eKEOiQc6knEoCgevCwTcfz/+w4fjEhxUujiFEJWWJGxhlxIzE/PvMefdbz6ZcjJ/Ipi7kzuN/RozoN6A/Eeomvg3wcPZw/JOcrIuTbAFk3B6wpWj4pzMwttx8QbPKuAZCH510LVak2P0xpDqhOGCJjs5C0NCGoZziWTHnifn3DkwxeEcHEz1F1/Ad/BgHL28rHDWhBCVmSRsUa7yJoIVXA3sUOIh4jLi8vep5lGNkIAQetbuSZOAJoT4h1Dbu/aVE8FMRkiNu3L0mxaXOwK+7NJ01gUK5egCntX+S8KBIeBZ1fy1h/mzEQ8MKTkYEtLJPnseQ1Q0hv3RZEdHY4g5iM68NLk7VauGc3Awnh3a4xwUjFtoC7y6d0c52nAymxCiUpGELcpM3kSwg4kH8xP00eSjV0wE61SrE038m9DUvwlNPWrin5PzX6KNi4FTu69MyGlx5tnWFLIQkHLIT7R4VoFarXO/vjQJ53/v6o3OycEQG0t2VBSG6BgMx6PIjj6JIXoThqgojMnJl3Th4OWFc+3auDaoj1fXrjjXDsYlOBjn2rVxrlULB7diLj8qhBCXkYQtrE5rTWxa7CVLdR5MPEh0anT+Pr5OnjT1qMFQv1CaOrjT1ORAg6xMXFIS4MxfkPadORmbDIV34uaXm2QDoWpjqNv5v+89qxZIwoHg7g8OlxbW0FpjjI83j4iPRmOI3k52VDSG6NyPs2fNE8fyODvjXKsmLkHBuPXvj3NwEC61a+McFIxL7WAcfH1lERMhhE1JwhalkpV1kWPndnDo/E7zqPnCSQ5lnOWiKRsABdTRjjQzGBmUkU7TjFSaZhuobjSiOPBfQ86e/41wfYKhZqsCCfiy0bBHFXC69gxvY2pabgLe+d9IOSqK7JhoDNExV162DgzEOTgY97Zt8a0djHNQcP5I2al6dbl8LYQoV3aZsKX4R9nQWpNlzCI9J510QzpphjQycjLMX+ekkW5IJz3rAmkXz5CedpaMtHjSMhNJz0ohPTuVWJ3NCScHjLkjS3eTicbZBm7KzqapwUQTR0+auFbBw7Ma+OQl3aqFJ2GXYkwWy4vfYMBw9qw5CUdHm+8jx0Tnj5SNSUmX7O/g6YlzcDAu9erh1eVG8+Xq/JFykFy2FkLYNSn+UYEYTAZzEjWkk55jTrBXS7Z5r2cYMv5LwLnHZRgySM9Jx1jEo0eXc9AaT5PGXWs8HJzwdHSjirMXTd2r09S7Lk39m1K7SlMcvaqbE7GrD5TyErHWGmNCAobo3CQcE33JSPmKy9ZOTjjXqoVLcBDOwbXNybl2MM7B5g9HPz+5bC2EsGtS/KMcGE1GMnIy/kuquYm1YCLNS655yTPN8F9SLfg5L9kairqfWwgPJw88nD3wcPLA08kDd+WIv9YEa2c8cMfDpPHIzsYjIw2P7HQ8tcbDZMJDazxd/XD3roWHbx08/erhUaURrgGNUAENwKtaqRNxQaa0NLKjYzDEROeOlHOTcUw02dEx6IyMS/Z3DKyKS1Aw7m3a4JM3sSu4Ni7BQebL1rIqmBCikpLfbphHchk5GZckyiKTZ4Fke7X982Y+W8LV0RVPZ0/cndzxcPbA08kTLxcvqnlUy0+6Hs4eeDp7/peI87Y75W43mfBMS8Dj4lncUs7gkHQSkk5C0glIjrp0EQ9HF/CrC/71oFZ982f/vM91wcV6RS3yL1tHFxgdR+c+/hQdjTEx8ZL9HTw8zCPiOnXx7Nw5d6Rc4LK1u7vVYhNCiIrkuknYs7fP5lDioUKTbbohHV3Y40CFcHJw+i9x5iZLd2d3/Fz9Ck+ouQk4f7Sbu3/+107uODlY8M9gMsHFM+YknHgCkvaZk3FeYk5PuHR/9wAIqA9BbSF0SG4yrmfe5l0TrFTMQmuNMTHxv9FxdO795IKXrY0F/1hwxLlWLZyDg/Du3fvSy9a1a8tlayGEKMJ1k7DPpZ0jMTMRD2ePokeulyXbggk472tnR2fbBZmdDkkn0QnH0fHHIeEEOuEkOvE0OikacgxoE2it0NoBPGugvWqiPbuiq1QHj2poj0C0WxW0cgGjEZ2Tg07JQSfmQE402nASbTSicwzm1w056JwcMObkf62NudsMObn75pj3z8n7OgdycjCmpJAdE4NOT7/kbThWqYJLcDDu4eGXXLZ2Dg7GuYZcthZCiJK4bn5zvlptBEbXlP+SmCEHnWVOPOYklJvEclLROSn/JancpJaVk0NWCZJa3tfaaASDAW3IQmdnorOzzAnYkNuW0QQm0CYwPwx1uYBCtuUAUbkfpeDoiHJ0NCdSZ+f8r5WTE+R+Nn/tiHJyNn/v6Ihz7dp4dLoBl7xkHByES3AwDh7Fn/EthBDi6q6bhH329TfI2LGj5A1YmtQcHVCYUOSgdDYOpiwwZaKMGShjOgojuGiUW+7cLTcPlLsvysMH5ekPnv4or6ooryood+/ctnOTpJNjge8d/+vb0QnlnNd/blJ1NidVnJxQBeItGGv+/pctKiKEEML+XDcJu/oLkzClp5c+qWltXgIzb0JX3n3kxJOQdBQuxHDJ8pjOHrn3j0P/m9gVkPvZrw44uZbxmRBCCFERXTcJ2z0szPKdjQZIiYbzJwpM8jqZm5xPXVk0wqu6ORnXu/G/ZJyXnK38GJQQQojr03WTsK+QmVJIMs79PiW68MegAupDnU42fQxKCCGEKMz1k7A3fwTREf8l54xLl63MfwwquB20HHrppWvvWlcUjxBCCCHK0vWTsI/9CQlHzSPj5ndcdum6Lrj5lneEQgghRJGun4R933K5lyyEEKLCun6u80qyFkIIUYFdPwlbCCGEqMAkYQshhBAVQJklbKVUA6XU50qp5WXVpxBCCFFZWJSwlVILlFLnlVJ7L9s+QCl1SCl1VCk16WptaK2Pa60fLk2wQgghxPXK0lnii4APgS/yNiilHIGPgL5ANLBNKfUz4Ai8e9nxD2mtz5c6WiGEEOI6ZVHC1lpvUErVu2xzB+Co1vo4gFLqW+B2rfW7wC1WjVIIIYS4zpXmHnYQl9Z1jM7dViilVBWl1DygtVLqhavs96hSKkIpFREXF1eK8IQQQojKozQLpxT2YLMuZJv5Ba0TgMev1ajWej4wH6Bdu3ZFtieEEEJcT0ozwo4Gahf4Phg4U7pwhBBCCFGY0iTsbUBjpVR9pZQLcDfwszWCUkrdqpSan5KSYo3mhBBCiArP0se6vgE2A02VUtFKqYe11jnAGGAVcABYqrXeZ42gtNYrtNaP+vpKQQ4hhBACLJ8lfk8R21cCK60akRBCCCGuoLS233ldSqk44FQhL/kCl18vt2Tb5d9XBeJLGebVFBaTNY+71n5FvW7p9sp+/q61b3Ffk59By1+X82fZfrb+GbT1+SsqJmseV9l+ButqrQMLfUVrXeE+gPkl2VbI9xFlHac1j7vWfkW9bun2yn7+rrVvcV+Tn8HS/QzK+Sv7n0Fbnz97PocV5Wew4EdFLf6xooTbCtvHlkran6XHXWu/ol63dHtlP3/X2re4r8nPoOWvy/mzbD/5GSz9fhX9ZzCfXV8StzWlVITWul15x1FRyfkrPTmHpSPnr3Tk/JVeWZ7DijrCtpb55R1ABSfnr/TkHJaOnL/SkfNXemV2Dq/rEbYQQghRUVzvI2whhBCiQpCELYQQQlQAkrCFEEKICkASdi6lVAOl1OdKqeXlHUtFpZS6Qyn1qVLqJ6VUv/KOp6JRSjVTSs1TSi1XSj1R3vFUVEopT6VUpFLqlvKOpaJRSvVQSv2d+3PYo7zjqWiUUg5KqbeVUnOUUiOs3X6lTthKqQVKqfNKqb2XbR+glDqklDqqlJoEoLU+rrV+uHwitV/FPIc/aq0fAUYCd5VDuHanmOfvgNb6cWAYII/a5CrOOcw1EVhatlHar2KePw2kAm6YKzJe94p5/m4HggADtjh/ZbVCS3l8AN2ANsDeAtscgWNAA8AF2AU0L/D68vKO254+SngOZwBtyjt2e/go7vkDbgP+Ae4t79jt5aM45xDog7ly4EjglvKO3R4+inn+HHJfrw78r7xjt4ePYp6/ScBjuftYPZdU6hG21noDkHjZ5g7AUW0eUWcD32L+q0gUojjnUJlNBX7TWm8v61jtUXF/BrXWP2utOwP3lW2k9quY57AncANwL/CIUqpS/46zRHHOn9balPt6EuBahmHarWL+/EVjPncARmvHYlG1rkomCIgq8H000FEpVQV4G2itlHpBa/1uuURXMRR6DoGnMI9wfJVSjbTW88ojuAqgqJ/BHsBgzL8opQre1RV6DrXWYwCUUiOB+AIJSFyqqJ/BwUB/wA/4sBziqiiK+h04G5ijlOoKbLB2p9djwlaFbNNa6wTg8bIOpoIq6hx+AHxQ1sFUQEWdv/XA+rINpcIq9Bzmf6H1orILpUIq6mfwe+D7sg6mAirq/KUDNpsLdT1eLooGahf4Phg4U06xVFRyDktHzl/pyTksHTl/pVMu5+96TNjbgMZKqfpKKRfME1R+LueYKho5h6Uj56/05ByWjpy/0imX81epE7ZS6htgM9BUKRWtlHpYa50DjAFWAQeApVrrfeUZpz2Tc1g6cv5KT85h6cj5Kx17On9S/EMIIYSoACr1CFsIIYSoLCRhCyGEEBWAJGwhhBCiApCELYQQQlQAkrCFEEKICkASthBCCFEBSMIWogJRSq1XSpWq9KZSqoVS6k+l1GGl1BGl1CtKKZX7mqtSao1SaqdS6q7c/g7lfr9T5daLV0q9rpQab433VIL4eyilOpdH30KUJ0nYQlwnlFJOSil3zCsyTdFaNwFaAZ2BJ3N3aw04a63DtdZLcrfdl/t9uNZ6SNlHfoUemGMW4roiCVsIG1BK1VNKHVBKfaqU2qeUWq2Uci84QlZKVVVKncz9eqRS6kel1Aql1Aml1Bil1LNKqR1KqS1KqYACzQ9XSv2jlNqrlOqQe7ynUmqBUmpb7jG3F2h3mVJqBbAac9nJTVrr1QC5xQrGAJOUUtWAr4Dw3NF0Qwvfa0Ol1O9KqUil1N9KqZDc7YuUUnOVUuuUUseVUt1zYzyglFpU4Ph+SqnNSqntubF65W4/qZR6I3f7HqVUiFKqHuYiPc/kxthVKTU091zsUkpZvUKSEPZCErYQttMY+Ehr3QJIBu68xv6hmBNqB8ylXtO11q0xL4v4QIH9PHNrZj8JLMjd9hLwp9a6Peaa0NOVUp65r3UCRmitewEtgMiCnWqtjwFeQCYwCvg7dzR9LHeX/xW4JD69kLjnA09prdsC44GPC7zmD/QCngFWAO/nxtBSKRWulKoKvAz00Vq3ASKAZwscH5+7fS4wXmt9EpgHvJ8b49/Aq0B/rXUr4LbCT60QFd/1WF5TiLJyQmu9M/frSKDeNfZfp7W+CFxUSqVgTnAAe4CwAvt9A6C13qCU8lFK+QH9gNsK3Fd2A+rkfv2H1jox92tFgTKUlylq+31a64jCXsgdDXcGluXeBgdzPe88K7TWWim1Bzintd6Te9w+zOcjGGgObMo93gXzHyh58ko9RmKuFV6YTcAipdRSpDSkqMQkYQthO1kFvjYC7kAO/13ZcrvK/qYC35u49P/q5YlVY07Ed2qtDxV8QSnVEUgrsGkf0O2yfRoAqVrriwWSrqUcgGStdXgRrxd8D5e/PyfM5+UPrfU91zjeSBG/r7TWj+e+z4HATqVUeG59eyEqFbkkLkTZOgm0zf26pBO47gJQSt0IpGitUzBXDXqqwGzv1kUc+z/gRqVUn9z93IEPgGklCURrfQE4oZQa+v/27lAloiAMw/D7BYtg8w4UsXkBXsRitgibvAexWI0G78ALsJoMoph2tXgNCgaD8TecWVAUdzUII+/T5hz+f5j0MWcOTOuXJFs/aHENbCdZb/XLSTbm1LwAK7NBkrWquqmqQ+CJj/cUS/+GgS39rWNgP8kVsPrLHs+t/hQYt2dHwBIwTXLfxp9U1SswAg6SPDB8br8FTr6Z7/0Z9sUX73eBcZIJww5+tOhCquoR2APOkkwZAnxzTtk5sDP76YzhvP6urfsSmCw6v9QTr9eUJKkD7rAlSeqAgS1JUgcMbEmSOmBgS5LUAQNbkqQOGNiSJHXAwJYkqQMGtiRJHXgDfFtCNbc1PlcAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "for solver_class, group1 in harmonic_total.groupby([\"solver_class\"]):\n", + " fig, ax = plt.subplots(figsize=(8,6))\n", + " for label, group2 in group1.groupby([\"package.solver\", \"preconditioner\"]):\n", + " group2.plot(\"numberOfElements\", \"elapsed_seconds\", loglog=True, ax=ax, label=label)\n", + " plt.legend()\n", + " plt.title(solver_class)" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "e8584436-7a06-4cfc-abca-2075b1490b9c", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "events = []\n", + "for fname in glob.glob(\"../../../../solvers_and_timings/harmonic_right/solver.*.log\"):\n", + " events.extend(read_events(fname))\n", + "\n", + "harmonic = events2df(events)\n", + "harmonic_total = extract_total_times(harmonic)" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "b862e70d-c36e-4ded-99ed-ba9ec6d53077", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plot_all(harmonic_total)" + ] + }, + { + "cell_type": "markdown", + "id": "ec40a762-abe6-487a-8cf2-acf1e395721e", + "metadata": { + "tags": [] + }, + "source": [ + "## nucleation" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "ed08d7a0-27d7-41eb-9344-bc187d38d426", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "events = []\n", + "for fname in glob.glob(\"../../../../solvers_and_timings/nucleation23_24/solver.*.log\"):\n", + " events.extend(read_events(fname))\n", + "\n", + "nucleation = events2df(events)\n", + "nucleation_total = extract_total_times(nucleation)" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "id": "715783fb-5226-4696-92c9-6d4c5a22b308", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plot_all(nucleation_total)" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "id": "234ec4aa-dfa6-4f66-a31e-919484017ada", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(10.0, 1000000.0)" + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "trilinos = nucleation_total[\"package.solver\"] == \"no-pysparse\"\n", + "petsc = nucleation_total[\"package.solver\"] == \"petsc\"\n", + "scipy = nucleation_total[\"package.solver\"] == \"scipy\"\n", + "pysparse = nucleation_total[\"package.solver\"] == \"pysparse\"\n", + "pyamgx = nucleation_total[\"package.solver\"] == \"pyamgx\"\n", + "\n", + "# plot_all(harmonic_total[pysparse | scipy])\n", + "plot_all(nucleation_total)\n", + "plt.ylim(bottom=1e-1, top=1e3)\n", + "plt.xlim(left=1e1, right=1e6)" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "id": "2a5bc19c-bb1e-47cc-8b09-2dc84f0a65ed", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "for solver_class, group1 in nucleation_total.groupby([\"solver_class\"]):\n", + " fig, ax = plt.subplots(figsize=(8,6))\n", + " for label, group2 in group1.groupby([\"package.solver\", \"preconditioner\"]):\n", + " group2.plot(\"numberOfElements\", \"elapsed_seconds\", loglog=True, ax=ax, label=label)\n", + " plt.legend()\n", + " plt.title(solver_class)" + ] + }, + { + "cell_type": "markdown", + "id": "0de61228-034b-4aa6-8444-923d7bc16d46", + "metadata": {}, + "source": [ + "### pyamgx" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "id": "d2484674-2cc1-42cf-8547-f7adc3a9eec3", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "events = []\n", + "for fname in glob.glob(\"../../../../solvers_and_timings/nucleation25/solver.*.log\"):\n", + " events.extend(read_events(fname))\n", + "\n", + "pyamgx = events2df(events)\n", + "pyamgx_total = extract_total_times(pyamgx)" + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "id": "0721f0fc-6545-4ce7-9f12-8c19b4f60099", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plot_all(pyamgx_total, color_by_suite=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "id": "b18f4cef-42f1-4a9d-ada0-f4ea4584d754", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
statenumberOfElementssweepspreconditionertime_stampsolver_classsolve_timeuuidargvplatform.architecture...solveriterationsresidualcriterionactual_codestatus_namestatus_codemax_iterationstime_deltaelapsed_seconds
272END95JacobiPreconditioner2022-08-04 09:12:00.528LinearPCGSolver0 days 00:00:00.004000NaN[examples/benchmarking/solvers/nucleation.py, ...[64bit, ELF]...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:00:00.1210000.121
454END95ILUPreconditioner2022-08-04 09:13:00.794LinearPCGSolver0 days 00:00:00.002000NaN[examples/benchmarking/solvers/nucleation.py, ...[64bit, ELF]...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:00:00.1630000.163
160END95JacobiPreconditioner2022-08-04 09:12:00.663LinearGMRESSolver0 days 00:00:00.007000NaN[examples/benchmarking/solvers/nucleation.py, ...[64bit, ELF]...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:00:00.1690000.169
167END95JacobiPreconditioner2022-08-04 09:12:00.878LinearGMRESSolver0 days 00:00:00.010000NaN[examples/benchmarking/solvers/nucleation.py, ...[64bit, ELF]...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:00:00.1980000.198
566END95unpreconditioned2022-08-04 09:11:29.641LinearPCGSolver0 days 00:00:00.001000NaN[examples/benchmarking/solvers/nucleation.py, ...[64bit, ELF]...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:00:00.1480000.148
..................................................................
111END10000005ILUPreconditioner2022-08-04 09:12:56.367LinearPCGSolver0 days 00:00:02.073000NaN[examples/benchmarking/solvers/nucleation.py, ...[64bit, ELF]...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:00:17.28600017.286
384END10000005JacobiPreconditioner2022-08-04 09:12:56.132LinearGMRESSolver0 days 00:00:00.021000NaN[examples/benchmarking/solvers/nucleation.py, ...[64bit, ELF]...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:00:09.7200009.720
391END10000005JacobiPreconditioner2022-08-04 09:13:05.322LinearGMRESSolver0 days 00:00:00.120000NaN[examples/benchmarking/solvers/nucleation.py, ...[64bit, ELF]...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:00:08.7310008.731
517END10000005ILUPreconditioner2022-08-04 09:12:35.103LinearGMRESSolver0 days 00:00:00.158000NaN[examples/benchmarking/solvers/nucleation.py, ...[64bit, ELF]...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:00:07.8490007.849
510END10000005ILUPreconditioner2022-08-04 09:12:26.879LinearGMRESSolver0 days 00:00:00.095000NaN[examples/benchmarking/solvers/nucleation.py, ...[64bit, ELF]...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:00:08.5670008.567
\n", + "

84 rows × 98 columns

\n", + "
" + ], + "text/plain": [ + " state numberOfElements sweeps preconditioner \\\n", + "272 END 9 5 JacobiPreconditioner \n", + "454 END 9 5 ILUPreconditioner \n", + "160 END 9 5 JacobiPreconditioner \n", + "167 END 9 5 JacobiPreconditioner \n", + "566 END 9 5 unpreconditioned \n", + ".. ... ... ... ... \n", + "111 END 1000000 5 ILUPreconditioner \n", + "384 END 1000000 5 JacobiPreconditioner \n", + "391 END 1000000 5 JacobiPreconditioner \n", + "517 END 1000000 5 ILUPreconditioner \n", + "510 END 1000000 5 ILUPreconditioner \n", + "\n", + " time_stamp solver_class solve_time uuid \\\n", + "272 2022-08-04 09:12:00.528 LinearPCGSolver 0 days 00:00:00.004000 NaN \n", + "454 2022-08-04 09:13:00.794 LinearPCGSolver 0 days 00:00:00.002000 NaN \n", + "160 2022-08-04 09:12:00.663 LinearGMRESSolver 0 days 00:00:00.007000 NaN \n", + "167 2022-08-04 09:12:00.878 LinearGMRESSolver 0 days 00:00:00.010000 NaN \n", + "566 2022-08-04 09:11:29.641 LinearPCGSolver 0 days 00:00:00.001000 NaN \n", + ".. ... ... ... ... \n", + "111 2022-08-04 09:12:56.367 LinearPCGSolver 0 days 00:00:02.073000 NaN \n", + "384 2022-08-04 09:12:56.132 LinearGMRESSolver 0 days 00:00:00.021000 NaN \n", + "391 2022-08-04 09:13:05.322 LinearGMRESSolver 0 days 00:00:00.120000 NaN \n", + "517 2022-08-04 09:12:35.103 LinearGMRESSolver 0 days 00:00:00.158000 NaN \n", + "510 2022-08-04 09:12:26.879 LinearGMRESSolver 0 days 00:00:00.095000 NaN \n", + "\n", + " argv platform.architecture \\\n", + "272 [examples/benchmarking/solvers/nucleation.py, ... [64bit, ELF] \n", + "454 [examples/benchmarking/solvers/nucleation.py, ... [64bit, ELF] \n", + "160 [examples/benchmarking/solvers/nucleation.py, ... [64bit, ELF] \n", + "167 [examples/benchmarking/solvers/nucleation.py, ... [64bit, ELF] \n", + "566 [examples/benchmarking/solvers/nucleation.py, ... [64bit, ELF] \n", + ".. ... ... \n", + "111 [examples/benchmarking/solvers/nucleation.py, ... [64bit, ELF] \n", + "384 [examples/benchmarking/solvers/nucleation.py, ... [64bit, ELF] \n", + "391 [examples/benchmarking/solvers/nucleation.py, ... [64bit, ELF] \n", + "517 [examples/benchmarking/solvers/nucleation.py, ... [64bit, ELF] \n", + "510 [examples/benchmarking/solvers/nucleation.py, ... [64bit, ELF] \n", + "\n", + " ... solver iterations residual criterion actual_code status_name \\\n", + "272 ... NaN NaN NaN NaN NaN NaN \n", + "454 ... NaN NaN NaN NaN NaN NaN \n", + "160 ... NaN NaN NaN NaN NaN NaN \n", + "167 ... NaN NaN NaN NaN NaN NaN \n", + "566 ... NaN NaN NaN NaN NaN NaN \n", + ".. ... ... ... ... ... ... ... \n", + "111 ... NaN NaN NaN NaN NaN NaN \n", + "384 ... NaN NaN NaN NaN NaN NaN \n", + "391 ... NaN NaN NaN NaN NaN NaN \n", + "517 ... NaN NaN NaN NaN NaN NaN \n", + "510 ... NaN NaN NaN NaN NaN NaN \n", + "\n", + " status_code max_iterations time_delta elapsed_seconds \n", + "272 NaN NaN 0 days 00:00:00.121000 0.121 \n", + "454 NaN NaN 0 days 00:00:00.163000 0.163 \n", + "160 NaN NaN 0 days 00:00:00.169000 0.169 \n", + "167 NaN NaN 0 days 00:00:00.198000 0.198 \n", + "566 NaN NaN 0 days 00:00:00.148000 0.148 \n", + ".. ... ... ... ... \n", + "111 NaN NaN 0 days 00:00:17.286000 17.286 \n", + "384 NaN NaN 0 days 00:00:09.720000 9.720 \n", + "391 NaN NaN 0 days 00:00:08.731000 8.731 \n", + "517 NaN NaN 0 days 00:00:07.849000 7.849 \n", + "510 NaN NaN 0 days 00:00:08.567000 8.567 \n", + "\n", + "[84 rows x 98 columns]" + ] + }, + "execution_count": 76, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pyamgx_total" + ] + }, + { + "cell_type": "markdown", + "id": "be9e2578-d5c0-4619-a1ea-19d6481d9fa4", + "metadata": {}, + "source": [ + "## Compare solutions" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "12e22ba6-ef3c-4f7c-a4bb-e7ae39a6742d", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAA5gAAAE1CAYAAACC1U+kAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAAeBUlEQVR4nO3debRlZ1kn4N+bqgxkIqQIdGeAgIACaTBaDUiUIEElBqRpHFAGAenosoNMSwQ1TI12i2gHbYYOs0gzrAAt0gx2K5EOYqQkCIQkEDMWgTaUEjKQVIav/9j7wqlL3apbVd855w7Ps9ZeVefsffZ+v33Ofev8ag+3WmsBAACAfbXfvAsAAABgbRAwAQAA6ELABAAAoAsBEwAAgC4ETAAAALoQMAEAAOhCwARg2arqk1V14hy3/1NV9e55bR8A2DUBE2AvVdUZVbWlqm6pqrftZP4pVXVxVd1UVR+vqnsuc70nVNXHqurrVfVdv6y4qo6sqg9U1Y1VdWVV/cIe1Pz0qjpviXmvrqovV9X1Y91PWzT/cUmub61dsNzt9dZa+2CSE6rqQb3XXVXHj+/TTeP4H72LZauqfq+qto3Tq6qqxnl3q6p3VdU1VXXdGMofusR63lpVraruM/HcMVX1Z1X1z1W1tap+ZWLeXcf1bauqb1TVp6rqpEV1vbKqvjJu+9yqeuA478CqevP4mbm+qi6oqlMX1fOsqrq0qm6oqo9W1dET83503D/XVdUVu9g3J49jeuXEc6dV1XljzV+rqjdW1WET8w+sqrdU1TfH+c9fYt2/OK77WRPPPb2qbh9rXpgeOTF/dz+nB1fV68aft+uq6hMT8369qr4w7q/Lq+rXd/L654zzbqyqi6rqfkvtG4D1QMAE2HvXJHllkrcsnlFVd03y/iRnJjkyyZYk71nmem9N8t4kv7TE/Ncm2Z7k7kmenOT1CyFiH92Y5HFJ7pzkF5O8pqoePjH/V5K8Y29WXFUbl/PcMtfxriSn700du/GuJBck2ZTkt5KcU1VHLbHs6Un+XZIHJ3lQkscm+eVx3qFJPp3kBzO8929P8r+q6tDJFVTVDyf5np2s+0+TXJ7h/T0tye9W1Y+O825I8swkRyW5S5LfS/LnE/vmZ8b5PzJu+1P5znu2McnVSU7O8B6fmeS9VXX8WM/JSX43yePH114+7pMFN2b4rH9XyJoY0/5JXpPk/EWz7pzhZ+XoJPdPcmyS35+Y/7Ik901yzyQ/muSFVfWYReu+S5IXJ7lwJ5v+VGvt0Inp3Il5S/6cjs7OMN77j38+b3KzSZ6WYV8/JskZVfWkiZqeleHn9LQM7/tjk3x9ie0ArA+tNZPJZDLtw5Thy+vbFj13epK/mXh8SJJvJfm+JAck+WySZ4/zNiT5ZJKXLFrHfYY2vcNzh2QIl/ebeO4dSf7LMmt9epLzlrnsB5O8YPz7AWP9x07M3y/Ji5L8Y5JtGULxkeO845O0DF++r0ryiXHbn0zyX5P887jf7pzkT5Jcm+TKJL+dZL+JWndYfnz+pCSXd34P75fkliSHTTz3f5P8yhLL/02S0yce/1KSv93F+r+Z5AcnHm/MEGYfNO6n+4zPHzo+Pmpi2bOTvGMn69wvw38ItCR3G5/7jSTvnVjmgUlu3kVdn0vyxPHvr07y2ol5R4/r/p5Fr3l0kiuWWN+LkrwqydsW3q8llvv3ST4/8fgrSX584vF/SvLuRa95Q5JfTXJukmft6Wc6O/85/d7xvTl8mZ+TP0ryxxP7/+okp/T8LJpMJtNqnxzBBJiOByb5h4UHrbUbMwSxB7bWtid5SpJXVNX9M3wp35Dkd5ax3vslub219qWJ5/5h3F6SZDwN8Yf3pfiqulOSf5vvHC26b5I7WmtbJxb7tQxH8U7OEEb+JcPR1UknZzgy9BPj44cmuSzJ3TKM948zhMx7j8s+LckzJl6/ePkkuSjJ8VV1+BK1f2jcBzubPrTEkB+Y5LLW2vUTz+2wX3ey/D8sZ9mq+v4MAf3Siaefl+QTrbXPLV580Z8Lfz9h0To/l+TmDP8J8KbW2j+Ns96d5D5Vdb/xaOIvJvnoEnXdPcPnaeE9rp1sN4u3vZQaTgF/ZpJXLGPxRyxsdzwyeXR2sT+r6iFJNmcImTtz4niK65eq6sw9ODr+0Az/sfHy8fWfr6on7mzBqqoMR4YX9tex43RCVV09nib78qry3QpY1/bo9CQAlu3QDEflJl2X5LAkaa19YbxG7QMZToV8SGvt9mWu97ql1juu+4i9rHnSGzJ8yf/Y+PiIJNcvWuaXk5yxEDqr6mVJrqqqp04s87IxXGf4fp5rWmt/PD5uSX4uyYljsLu+qv4gyVOTvHl8/beXT3Lb+OdCHUdkOPq0g9baY/dwrMnS+/WYZS5/XZJDq6paa9++bnYMwe9I8vLW2nXjc8dl2Hc/uJPar6+qTyY5c7ze7wFJnphFn6XW2oOq6qAkT8gQXhd8NcOR10uS3J7hCNujFm9nDJ/vTPL21trF49MfTvKeqnpDki8neUmGI5gHL7EPFvujJGe21m4Y3+udqqofyxB8F65LXTh1ePH+PGxcfkOS12U44n/HTtb9iQwh+MoMofQ9GT4r/3kZNR87vvZ9GULuD2U4nfmLrbWLFi37sgxHLd868dok+fEk/ybD5/EvkmxN8sZlbBtgTfK/bADTcUOSxUfYDs+OIe3tGU4l/XBr7csd17tPqur3M3zp/tmJsPQvmQixo3sm+cDC0cEMRxZvzxCYF1y96DWTj++aIRxdOfHcldkx1C1+fSbq+MYuB7Jn9nS/Ll7+8CQ3LAqXd0ry5xlOnZ0MO2clecVC4NyJJye5V4axvz5DENy6eKHW2s2ttXcleVFVPXh8+qUZjjwfl+SgJC9P8ldV9e2QOB5he0eGU63PmFjfX46vf1+G9+GKcfzfte3FargB1GGttV1eZ1xVD0vyP5L89MRR+BvGPxfvz4V9/6tJPtda+9TO1tlau6y1dnlr7Y7W2uczHEH96d3VPPpWhmueX9la295a++skH88QGifrPiPD0fXTWmu3TLw2SV7VWvtGa+2KJP89yU8uc9sAa5KACTAdF2a4AUySpKoOyXBDl8kblLwuyYeS/MQenNL6pSQbq+q+E889ODu/8ckeq6qXJzk1w/Vwk0cHvzzMrsXh79TW2hET00Gtta9MLLP4LriTj7+e4cv95N1175HherylXp8Mp9xesai+yTF8ZNEdRSenj+zsNRn2371r4s6m2fV+3eH9XbxsVR2Y5H+OY/nl7OiUJL9fw91SvzY+96ka7wbcWruytfbY1tpRrbWHZrjp0N8tUUeS7J/hFOOFOt7TWtvaWruttfa2DDeoecBYV2U4Onz3DNde3jq5otbaa1tr922t3S1D0NyY5Au72PbkmDZPjOnnkjy3qv5sYp+cmOGU3meOYXZhm/+S4cjrUvvzlCRPmFj3w5P8QVX9tyVqadnxVN9dWXyK8nepqmdmOI39lEWniF+SIaTv7DMKsG4JmAB7qao2jqcpbkiyoaoOmrj26wMZrs164rjMSzIchbl4fO1TM5wi+fQM1zK+feEuozU4KOOpj+N6D0y+fS3n+zNcv3lIDb+i4vHZs7u71rjOb0/jky9O8gtJfqy1tm3yBWMQ+T8ZrpNc8IYkvzNee5eqOqqqHr/cIsZTgt87ruOwcT3Pz3AX1V05OclSQTGttVPbjncUnZxOXeI1X8pw46WXjvvkCRluwPO+JTbzJ0meX8OvFDk6yQsy3Nhm4fTTczIc4Xpaa+2ORa+9X4YA9f3jlAw36/nA+Pr7j/vjgKp6SoajaX84zntYVf3wOO9OVfUbGcLiwl1bP53kZ6rq7lW13/g52z/fuf7z9RkC+uNaawtH4DKu+6AafkVOVdU9Mtxc6DVjAMy4voPG9S18hhZOzz1zHNfCmD6Y4TTRZ4yvPSHDtaDPbq39+RL787er6i5V9X1J/sPC/szwM3L/iXVvyXBk9rfGdZ9aw/WkGV97ZpLJYLurn9NPZLgJ1YvH5U5K8siMp4ZX1ZMz3Fn3x1prl00W3Fq7KcPpuC8c369jx7qXus4XYH2Y912GTCaTabVOGa7Jaouml03Mf3SSizMEjXOTHD8+f48Md109aWLZ9yR54/j343ey3ismlj0yw9GxGzN8Of6FRXXdkORHlqj56TtZd8twpKpluJPqDRPTb0689rQkH5l4vF+GQHhJhtMZ/zHJ7y4aw8ZF2z5vUT13yRAor81wRPQl2fEust91d9Akn0/y4Cm8n8eP79O3xjE9emLej2Q4BXbhcWW4W+o/j9OrktQ47+Rx7Dct2pdLvSffvovs+Pi54/64Mcl5STZPzDs5w7Wx14/b/eskj5iYf1CGGy19NcP1qZ9J8phx3j3Hbd28qK4nj/OPyHBE78YkX8twDeOGiXU/ciefm3OXGNPbMnEX2QzXLd6xaLsXTsw/MMOvEflmkv+X5Pm7eJ/OzY53kX31+JobM9wQ6hVJ9t+Dn9MHZvh1Ljcm+WKSJ0zMuzzDUfbJut8wMf/wDDdWuj7f+fzWPPuSyWQyzXta+McQAHarqs7LcBTqgjlt/3FJntpa+9l5bB8A2DUBEwAAgC5cgwkAAEAXAiYAAABdCJgAAAB0sXH3i+y5TUfu1+5x3FRWvYPtM7x89JY2/fEkyc1t/5ls55Y7ZjSe22czniS59bYNM9lOu3U2/y+z3y27X6aXA66/ferb+Nb2b2T7bTct93fTrQoH1IHtoBwy7zKAFeTm3Jjt7ZY11evueuSGdvxx0//3fHub/r9FC25us/nOcHM7YPcL9djOHbP5vnXz7bP5/pgk22+bzbZm9b1uw80z2UySZOO1N059G7vqdVN55+5x3Mb89UfuPo1V7+DK22aXMP/x1k0z2c4lt/zrmWzn0pvuNpvtfPOomWwnSbZuO2Im27n1awfPZDuHXT67EwyOPvcbU9/G3178xqlvY9YOyiF5aJ0y7zKAFeT89pfzLqG744/bP3/3seOmvp2rbrth6ttY8OVb7zyT7Vx8y9Ez2c4lN/2r2Wznuul/v19wxdePnMl2brtmNt/rDv/y7L7X3e11fzP1beyq1zlFFgAAgC4ETAAAALoQMAEAAOhCwAQAAKALARMAAIAuBEwAAAC6EDABAADoQsAEAACgi2UFzKp6TFVdUlWXVtWLpl0UwDzodcB6oNcB07TbgFlVG5K8NsmpSR6Q5Oer6gHTLgxglvQ6YD3Q64BpW84RzIckubS1dllrbXuSdyd5/HTLApg5vQ5YD/Q6YKqWEzCPSXL1xOOt43M7qKrTq2pLVW3Ztu2OXvUBzMoe97pbc8vMigPoZI973bXbbp9ZccDqt5yAWTt5rn3XE62d3Vrb3FrbvGmTewcBq84e97r9c+AMygLoao973VGbNsygLGCtWE4S3JrkuInHxya5ZjrlAMyNXgesB3odMFXLCZifTnLfqrpXVR2Q5ElJPjjdsgBmTq8D1gO9DpiqjbtboLV2W1WdkeRjSTYkeUtr7cKpVwYwQ3odsB7odcC07TZgJklr7cNJPjzlWgDmSq8D1gO9Dpgmd+MBAACgCwETAACALgRMAAAAuhAwAQAA6ELABAAAoAsBEwAAgC4ETAAAALoQMAEAAOhCwAQAAKALARMAAIAuBEwAAAC6EDABAADoQsAEAACgCwETAACALgRMAAAAuhAwAQAA6ELABAAAoAsBEwAAgC4ETAAAALoQMAEAAOhCwAQAAKALARMAAIAuBEwAAAC6EDABAADoQsAEAACgCwETAACALgRMAAAAuhAwAQAA6ELABAAAoAsBEwAAgC4ETAAAALoQMAEAAOhCwAQAAKALARMAAIAuBEwAAAC6EDABAADoQsAEAACgCwETAACALgRMAAAAuhAwAQAA6ELABAAAoAsBEwAAgC4ETAAAALoQMAEAAOhitwGzqo6rqo9X1UVVdWFVPWcWhQHMkl4HrAd6HTBtG5exzG1JXtBa+0xVHZbk76vqf7fWvjjl2gBmSa8D1gO9Dpiq3R7BbK19tbX2mfHv1ye5KMkx0y4MYJb0OmA90OuAadujazCr6vgkJyY5fyfzTq+qLVW1Zdu2OzqVBzB7y+11t+aWmdcG0Mtye921226feW3A6rXsgFlVhyZ5X5Lntta+uXh+a+3s1trm1trmTZvcOwhYnfak1+2fA2dfIEAHe9Lrjtq0YfYFAqvWspJgVe2foQm9s7X2/umWBDAfeh2wHuh1wDQt5y6yleTNSS5qrf3h9EsCmD29DlgP9Dpg2pZzBPOkJE9N8qiq+uw4/eSU6wKYNb0OWA/0OmCqdvtrSlpr5yWpGdQCMDd6HbAe6HXAtLkbDwAAAF0ImAAAAHQhYAIAANCFgAkAAEAXAiYAAABdCJgAAAB0IWACAADQhYAJAABAFwImAAAAXQiYAAAAdCFgAgAA0IWACQAAQBcCJgAAAF0ImAAAAHQhYAIAANCFgAkAAEAXAiYAAABdCJgAAAB0IWACAADQhYAJAABAFwImAAAAXQiYAAAAdCFgAgAA0IWACQAAQBcCJgAAAF0ImAAAAHQhYAIAANCFgAkAAEAXAiYAAABdCJgAAAB0IWACAADQhYAJAABAFwImAAAAXQiYAAAAdCFgAgAA0IWACQAAQBcCJgAAAF0ImAAAAHQhYAIAANCFgAkAAEAXAiYAAABdCJgAAAB0IWACAADQxbIDZlVtqKoLqupD0ywIYJ70OmA90OuAadmTI5jPSXLRtAoBWCH0OmA90OuAqVhWwKyqY5OcluRN0y0HYH70OmA90OuAaVruEcyzkrwwyR1LLVBVp1fVlqrasm3bkosBrGRnZQ963a25ZWaFAXR0Vvag11277faZFQasfrsNmFX12CT/1Fr7+10t11o7u7W2ubW2edMm9w4CVpe96XX758AZVQfQx970uqM2bZhRdcBasJwkeFKSn6qqK5K8O8mjqupPp1oVwOzpdcB6oNcBU7XbgNlae3Fr7djW2vFJnpTkr1prT5l6ZQAzpNcB64FeB0ybc1kBAADoYuOeLNxaOzfJuVOpBGCF0OuA9UCvA6bBEUwAAAC6EDABAADoQsAEAACgCwETAACALgRMAAAAuhAwAQAA6ELABAAAoAsBEwAAgC4ETAAAALoQMAEAAOhCwAQAAKALARMAAIAuBEwAAAC6EDABAADoQsAEAACgCwETAACALgRMAAAAuhAwAQAA6ELABAAAoAsBEwAAgC4ETAAAALoQMAEAAOhCwAQAAKALARMAAIAuBEwAAAC6EDABAADoQsAEAACgCwETAACALgRMAAAAuhAwAQAA6ELABAAAoAsBEwAAgC4ETAAAALoQMAEAAOhCwAQAAKALARMAAIAuBEwAAAC6EDABAADoQsAEAACgCwETAACALgRMAAAAuhAwAQAA6ELABAAAoAsBEwAAgC6WFTCr6oiqOqeqLq6qi6rqh6ZdGMCs6XXAeqDXAdO0cZnLvSbJR1trP11VByQ5eIo1AcyLXgesB3odMDW7DZhVdXiSRyR5epK01rYn2T7dsgBmS68D1gO9Dpi25Zwie+8k1yZ5a1VdUFVvqqpDFi9UVadX1Zaq2rJt2x3dCwWYsj3udbfmltlXCbBv9rjXXbvt9tlXCaxaywmYG5P8QJLXt9ZOTHJjkhctXqi1dnZrbXNrbfOmTe4dBKw6e9zr9s+Bs64RYF/tca87atOGWdcIrGLLSYJbk2xtrZ0/Pj4nQ2MCWEv0OmA90OuAqdptwGytfS3J1VX1veNTpyT54lSrApgxvQ5YD/Q6YNqWexfZZyd553inscuSPGN6JQHMjV4HrAd6HTA1ywqYrbXPJtk83VIA5kuvA9YDvQ6YJnfjAQAAoAsBEwAAgC4ETAAAALoQMAEAAOhCwAQAAKALARMAAIAuBEwAAAC6EDABAADoQsAEAACgCwETAACALgRMAAAAuhAwAQAA6ELABAAAoAsBEwAAgC4ETAAAALoQMAEAAOhCwAQAAKALARMAAIAuBEwAAAC6EDABAADoQsAEAACgCwETAACALgRMAAAAuhAwAQAA6ELABAAAoAsBEwAAgC4ETAAAALoQMAEAAOhCwAQAAKALARMAAIAuBEwAAAC6EDABAADoQsAEAACgCwETAACALgRMAAAAuhAwAQAA6ELABAAAoAsBEwAAgC4ETAAAALoQMAEAAOhCwAQAAKALARMAAIAuBEwAAAC6WFbArKrnVdWFVfWFqnpXVR007cIAZk2vA9YDvQ6Ypt0GzKo6JsmvJdncWjshyYYkT5p2YQCzpNcB64FeB0zbck+R3ZjkTlW1McnBSa6ZXkkAc6PXAeuBXgdMzW4DZmvtK0leneSqJF9Ncl1r7S8WL1dVp1fVlqrasm3bHf0rBZiivel1t+aWWZcJsE/2ptddu+32WZcJrGLLOUX2Lkken+ReSY5OckhVPWXxcq21s1trm1trmzdtcu8gYHXZm163fw6cdZkA+2Rvet1RmzbMukxgFVtOEnx0kstba9e21m5N8v4kD59uWQAzp9cB64FeB0zVcgLmVUkeVlUHV1UlOSXJRdMtC2Dm9DpgPdDrgKlazjWY5yc5J8lnknx+fM3ZU64LYKb0OmA90OuAadu4nIVaay9N8tIp1wIwV3odsB7odcA0uRsPAAAAXQiYAAAAdCFgAgAA0IWACQAAQBcCJgAAAF0ImAAAAHQhYAIAANCFgAkAAEAXAiYAAABdCJgAAAB0IWACAADQhYAJAABAFwImAAAAXQiYAAAAdCFgAgAA0IWACQAAQBcCJgAAAF0ImAAAAHQhYAIAANCFgAkAAEAXAiYAAABdCJgAAAB0IWACAADQhYAJAABAFwImAAAAXQiYAAAAdCFgAgAA0IWACQAAQBcCJgAAAF0ImAAAAHQhYAIAANCFgAkAAEAXAiYAAABdCJgAAAB0Ua21/iutujbJlXv4srsm+Xr3YuZnrY0nWXtjWmvjSVb2mO7ZWjtq3kX0pNclWXvjSdbemNbaeJKVPSa9brCS36O9sdbGk6y9Ma218SQre0xL9rqpBMy9UVVbWmub511HL2ttPMnaG9NaG0+yNse01qy192itjSdZe2Naa+NJ1uaY1pq19h6ttfEka29Ma208yeodk1NkAQAA6ELABAAAoIuVFDDPnncBna218SRrb0xrbTzJ2hzTWrPW3qO1Np5k7Y1prY0nWZtjWmvW2nu01saTrL0xrbXxJKt0TCvmGkwAAABWt5V0BBMAAIBVTMAEAACgi7kHzKp6TFVdUlWXVtWL5l3Pvqqq46rq41V1UVVdWFXPmXdNPVTVhqq6oKo+NO9aeqiqI6rqnKq6eHyvfmjeNe2Lqnre+Hn7QlW9q6oOmndN7EivWx30upVNr1v59LrVQa9b2VZ7r5trwKyqDUlem+TUJA9I8vNV9YB51tTBbUle0Fq7f5KHJfmPa2BMSfKcJBfNu4iOXpPko62170vy4KzisVXVMUl+Lcnm1toJSTYkedJ8q2KSXreq6HUrlF638ul1q4pet0KthV437yOYD0lyaWvtstba9iTvTvL4Ode0T1prX22tfWb8+/UZPuDHzLeqfVNVxyY5Lcmb5l1LD1V1eJJHJHlzkrTWtrfWvjHXovbdxiR3qqqNSQ5Ocs2c62FHet0qoNetCnrdyqbXrQJ63aqwqnvdvAPmMUmunni8Nav8h3ZSVR2f5MQk58+5lH11VpIXJrljznX0cu8k1yZ563h6yJuq6pB5F7W3WmtfSfLqJFcl+WqS61prfzHfqlhEr1sdzopet2LpdauCXrc6nBW9bsVaC71u3gGzdvLcmvi9KVV1aJL3JXlua+2b865nb1XVY5P8U2vt7+ddS0cbk/xAkte31k5McmOSVXudSFXdJcP/EN8rydFJDqmqp8y3KhbR61Y4vW7l0+tWBb1uhdPrVr610OvmHTC3Jjlu4vGxWWWHgHemqvbP0ITe2Vp7/7zr2UcnJfmpqroiw6kuj6qqP51vSftsa5KtrbWF/4E8J0NjWq0eneTy1tq1rbVbk7w/ycPnXBM70utWPr1u5dPrVj69buXT61a+Vd/r5h0wP53kvlV1r6o6IMMFrB+cc037pKoqwzngF7XW/nDe9eyr1tqLW2vHttaOz/D+/FVrbVX9L8pirbWvJbm6qr53fOqUJF+cY0n76qokD6uqg8fP3ylZxRe3r1F63Qqn160Ket3Kp9etcHrdqrDqe93GeW68tXZbVZ2R5GMZ7pD0ltbahfOsqYOTkjw1yeer6rPjc7/ZWvvw/EpiJ56d5J3jP4CXJXnGnOvZa62186vqnCSfyXC3uwuSnD3fqpik1zFHeh0zo9cxR3rdClKtrYlT4wEAAJizeZ8iCwAAwBohYAIAANCFgAkAAEAXAiYAAABdCJgAAAB0IWACAADQhYAJAABAF/8fyhDlVrN7qxIAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" ] }, "metadata": { @@ -1826,6 +2767,139 @@ " tsv2npz(path)" ] }, + { + "cell_type": "code", + "execution_count": 50, + "id": "55ef365b-129f-4788-ace2-569b7e49a56a", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/2948526623.py:31: RuntimeWarning: divide by zero encountered in log10\n", + " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_error_matrix(\"../../../../solvers_and_timings/nucleation23/petsc/LinearPCGSolver/*/*/t=301.0.npz\",\n", + " \"../../../../solvers_and_timings/nucleation23/petsc/LinearPCGSolver/*/*/t=301.0.npz\",\n", + " nucleation, key=\"phi\")" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "id": "a8fa3fea-5d85-4033-854c-8815cdd4bec1", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/2948526623.py:31: RuntimeWarning: divide by zero encountered in log10\n", + " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" + ] + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAo0AAAKGCAYAAAAvaqGOAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOydd3gc1fm273dmd7Xq3XLvNjZgYzDVQKgJhBbyA1IhAUJIryQhIb0nkEKAEEJPIPAlIQm9mg7GYIxtsA3uVW7qfeu83x87smVpdyVL2l1Je25furx7pjznzDxz9sypoqoYDAaDwWAwGAzJsDIdAYPBYDAYDAbD0McUGg0Gg8FgMBgMvWIKjQaDwWAwGAyGXjGFRoPBYDAYDAZDr5hCo8FgMBgMBoOhV0yh0WAwGAwGg8HQK6bQaDAYhiQicreITM90PDoRkZNF5CcJtl3e5fONfTzfd0Vk3CBFb1ARkRdExHMA+58sIlPdz2eKyNkHcOwUEXlZRF4SkftExBaRQhF51g17VEQK+5OOJJqX975Xn891soj8oltYnzxwgDqniciL7jX5n4iUu9fqZyLyvBt+j4jkichE9/q9ICKLRGSCiBSJyGNu2GsicmQCnckicu9gx98wMuhzpmAwGAzDARGxVNVJs+zlwJ0AqvqVvhygqr9JaYzSy8nAK8BGVX3yAI9tBM5V1UYR+SVwFvAMcLGq7hSRzwKXAoNZENt7v1JBXz3QF0TEAsqAHwHnqGqLiMwEfMAVQEhVT3H3nUfsd/2rwK9U9VkR8bunugL4r6re4b4Q5A5WHLvGNQPPniGNmJpGg8GQdkTkb26tyfMiYonIYSLyqogsFpGLu+37qIgUu5//ICJHich0EXnaPccP3G13i8hNwJMiskBEXheR5+LVKomIt0tN1n/cGpvJ7v4PiMhSERnv7nuniCwELkmQliuBOW4NzhwReaVLfK530/V9EbnJPe/lXbZPF5FLReR+EXnc/RO3Ful59/tDbm1W0jTFidfJ7rGPuHEocLWucLf/xN3HEpHb3Wv5RLdzVIrIw25cbnbDznT3fVNEPiUiPmKFut+LyO+7adwg+2oLi+NdY1VtUNVGVzICRFU1oKo7u4b1ll5Xb4V7LZeKyFFu2DluHBa5cT+vy/16fxwvznK3vSAiX+uLbpx4dPXAn0TkFRH5sRsWz7uXuXpvisgHuhx7E/AkcDZwj6q2AKjqWvf6XAj8rlNXVZerajPQDpwsIkXutQy4YceJSIWqRjrP1f0edUnD8SLyW/dzmYg86H7+kRvX59z7Odm9dg8Q84FhBGMKjQaDIa2IiBcYr6onAae6NRM/Bz4JnAh8xd2nk0eA89zPR6jqEuCXwGfccxwibgEPeFVVP0CstupqVT0VuCtONCLEam3eB7wLnOqGlwIfAf4AXCAiRxMrxJwObIiXHlW9FXhHVU9W1Xe6bX5RVY8HPgXcASwAPhPnNHtU9SygGphLrFbor26Yz92ntzTFRVXPBR4HTkuwy4dc/ZOIFU668l3g125NVouIHAe85O57LHClqoaAu4GrVPWqzgPdQlu+e43/H/B5d9N+17jL/mOB04Gnu4QVAFcC9/UxuROAzxLzy48lVkv3LWL392Tg26r6MO79Al6gpxd/DXze3T4YtZsvqOoJxO4fxPfuP12909z4dtLp5zHATnridwuEiMjfRWS5iBwLXAfkAUtE5N8ikg/cA2wFnheRhSIyOsk9AlhE7B5D7Ho+JCJzgHFuXL8EfM/dPgr4qKqmrPbWMDQwhUaDYZjj1ga9ICIvHMAxnTUt/+8Ajnm/e8z1B3DMJe4x3+0MU9Uw8DeJ9Zv6hfvDXqqqm91tm4j9CHXyX+B8EZkPLHXDDgLucdM8G+jsG9i5/WbgIyJyD3BUnKjlA3eIyIvEamvGuuGr3YJDNVACTAWWdTv3gbDS/X8nsFJVg0C8tVs79+vUnQK87YYtd/9PmCbZ139tdC/n7aot7v8ziRUQiNO0OBv4jXudTyN2neZLrOb1WeCQOGnpZBrwlvv5TaCzf2r3a4yI5AB/Az6rqhE3TIg1IX+/S01kZ3p/76b3zG6a61W1VVWrgWKgwk3DQmKF0THueXHTG8+LFar6XrzrkeQ6J6PzHnS4/8fz7hnu94eJFXw76fTcTvZ5tCsBcZufVfVTwIPECpItqnqVqh7knuMSVQ2r6s9UdQ6xF5ivk/geobE1ht8WkcNxC41ufE924/oXoMjdfYWq9qk22DC8MX0aDYZhjqrWEKtFOZBj3unHMc8Q62t2IMfcQ6yGYy8iYgP3q+rfReRWYgWgRhGZTKwgMRXY0+UcNSKSS6zpq7PGaQ3wdbfPm02sMPQFoPNHvkFVv+jWXt0BfLBb1M4A1qrqJyTWj66zING9ULUJOMX9fniypPYhPNE+iXTnAKuJ1Tw+RZI0qWqiWsTu5210z4v7//PEruWxwKPSs0/aGuBeVV0KILG+cP8jVhNaDaxz9wsDdjftjcAH3M9Hsq+mNl7B9VbgZlVd3WXbz4jVtD3XI1FdajS7Md2tVSsGmoFa4B3gDFWNiohXVVVE1E1PPC/WiMhMVV3b/Xokuc7J6H7f43l3MXASkAO82mXfTu3HgQdE5P+5fRqnA23EXqi+TaymHtzfdBGZRqx/qQI1QI6ITAJ2uAXlPcQqjRLdo04eAC4DbFWtF5E1wNOdfTbdFoFxXeJpGOGYmkaDYRjgNiV93/3cp1G3IjJPRD7jfr7e/YHq7Zi9I1+l76OAL3VrAft6TCHwrIi8SqxW5R1infzvIzaY4s/uD1tXHiVW27HY/f594E4ReY7YD2pet/0/JyIvucfdHScOrwPnicijwOREEVXV14n94D5LrEYuEdsk1jdyVpJ9DoTbgS+IyJPEClZhek9TX3gWOFNEHu4S9jCxGrjOc3flV8AP3P5rC4ndr/8Rq3W6HWhw93sBuEZEftR5oKq+AXSIyMvAJ4Bb4kXIbfL+P+Brbi3eh92C8dXAh92wL/QxfduI1U4+AvzMLfD9gZjfngeud/d7Q2J99BbQ04vXALe5tWl9HdDySbfJd6GInNzLvvG8+yjwErGm68buB7gvhj8nVrB/iVg/xhCxwrZfYn0SnwEmuWk4HXjdTfOHiL24zQNecdP1XeCGPtyjl4ndm0fdeKwAdrn35HliBUpDFiGxFxGDwWAwDBXcZlJU1RGRx4j1HazOcLSGPCLyitt/0GAwpADTPG0wGEY8EhsV3HWKkc+p6pp+nusuYn0OO/mxqr44kPjFoQB4TGIjkxeaAqPBYBgKmJpGg8FgMBgMBkOvmD6NBoPBYDAYDIZeMYVGg8FgMBgMBkOvmEKjwWAwGAwGg6FXTKHRYDAYDAaDwdArptBoMBgMBoPBYOgVU2g0GAwGg8FgMPSKKTQaDAaDwWAwGHrFFBoNBoPBYDAYDL1iCo0Gg8FgMBgMhl4xhUaDwWAwGAwGQ6+YQqMh44jIySLyCxF5pVv4K932+Yn7uUlEnheRV0RkZhrj+YL7/6UiMl9EJovIqW7YaBH5frriYhj6dPp6AMf/RERO7xZ2poic7Xpvt4i8ICILRWTUwGPc53i94P7/XREZJyLzROQIN2yeiHwmXXExGAaC+4yd3NW3InJ5l+03DrLeC4N5vkxgCo2G4cg7qnoKcBXwna4bRCTlnlbVu1V1KTAZONUN26WqvxwsjXSkwzD8UNUnVfUx9+szqnoycBtwZec+4pKGuPxGVauBecARbthyVb1jsDTMc2BIU57e1beXdwn/Sqq1hxvmgTQMZ5YD492av3+KyGPAXBH5kVsD85yITAZwazJfdcNKROQw9/tiEbnY3eduEfmTW4P5YzfsKBF5S0TuA4rcsM4aoCuBS0TkWbfm5153+8XueV8VkcPcsNdE5CYRWS4iZ7ph54jISyKyqEvYYhH5C/C79F1GQyoRkX+JyIsi8rSIdHroC+69fl5EDhKRia43XxWRq7scfrFbk3ine9ylInJFN4nlxJ6Dn4jIXcBTQIWI/MU952MiUioilojc7sblCfd8p7vxWNxZq+k+O78WkSVdal/OEZGlIvJXwOOG3S0i04k9B98WkX90rV0Vkau7PHMT3bAVIvJ39/95btgVIvKy+3dEl/3updtLoWF40dWvXWr1HhKRR1xvFLhhj4jIE65Xytz89HkReQC4NEFeeX6XZ+gkESkWkUfd/W7oon+/iDzu/ol7/udF5HFiLzxdW7uuBOa4z8AccVu7pO+/F9Pd5/xFEfmBG9bjN2Q4YwqNhuHM+4A17udGVT0biALj3BqYLwHfE5HDgamqejxwGtAE/Bz4JHAi8BUR8brneUFVTwDOcr//CDif2A/jpG76twL3qOppnQEiYgNfdc/7SaCz9rEc+BlwNvA5ib09f4tYTeXJwLfd/SqAX6rqN/t3SQxDkEtV9STgX8BHJdaUfBFwvFtjvg64Gvix69FTRWSse+w6VT0dCIrIsQnO3/U5WKuqHwCOBbaq6qnATcDngQ8Be9y4nO3u/xPgA+7fz7qc81/ACcCn3e/fA04CfgGM7qZ/K3Cdqn6yM0BERgOnuun5kXs87rFXAl8EPi0iFcB5bho+5O4LMB74nKr+JkGaDcMYVT0XeJxYfgzgV9UPAn9lX635KOCjwN10yyvd/PP7wCnuM/Sye9w/VfV9QJ6IHOOeZ4+qngVUA3OBK4Db3bDcbvG6lVhL1smq+k6XTX39vfgl8Bn3GTtERMaT/Ddk2OHJdAQMhiRol89+oMP9PEdEngcaif34nAEsdbfNBk6WfX1HdgIzgUUAqqoAIlKqqpvdz5uIZVAAK93/O7VKVHWru9/aPsS5EtiiqmFgs4gUu+E1qrrHPU8JscLhbGChu32UiAixDG57H3QMwwMbuE5E5hCrZfgfMAV4S1WjAKrqiMg04C33mGXuPp2fIVabOL3bud/vPgfVxAqF32L/5+BjInIGsXz+NfZ/Dhx3P1XVZgARiXY590pVDYtI536OqrYCrSJS04d0Twbedj+/CfzY/bxeVQMiUg2UAFOBw4Dnux2/RlXb+qBjGNp0zcM7u0x05rGdHmhif5+/3/28QlWj7kvWfnkl+/LZDtjvGXrc3edN9j0v3fWmAo+6YZ3PXG/09ffiIOCeWFZOCTCOA/8NGdKYmkbDUCYqIqXu5xPY94C+o6qnqOqHVXWnG9b547YGeNp9UzwZ+JQbtreWxi2cNbpNIF5imcged3PXTA6gSUTGi0g+MKPbtjCxQkFXaoDJIuKVWNN4U5zzClALvAOc5sbzMLdA62AYScwD8t3ajz8Tu/cbgcPd2pLOPlsbgfnuMYcDm93Ph3X5f0O3cz/jPgcXuwU62P85+Lv7HJwAXEOX50D29ROzRKRIYs3mXb3c/TmwRCTfrTmp7LYt3nOwuUvcj+wS9+7PwSZgSZfntbPAYJ6DkUETMMb9PMf9P15BMp7POz3QI68kls9OFBE/xH2GevNcp97hceLc3fvQ99+LNcDH3XjOB5aQ/Ddk2GFqGg1DiUNFpPNt8hFizQ8PuzUga9n3FpkQVV0hIrvcmkYF7lfVW0Vki4i8CgSB/yPWZHAfsR+7P7u1KvFO+XPgYVd/a7dtK4Ffi8g/iTUv4r4Z30SsucQh1kQeL56OiPwBeFZEFFidaF/DsEWI3ddjRORJYBtQrao1IvIfYJGIdBCrJfwt8DcR8QGPqGq168fZIvIssE1VXxORg/qo/TBwg4g8536/3g07V0ReAlqJNan9DHjajeuP4pynk98CLxGrmdnVbdti4G4RORT4D8QGhrn9xhYBIfY1c++Hey0ec+MUBZ4j9swZRgbPEmtOPgqIJNkv7D4jfuACoLBzQ7y8UlW/JCK/Bl4UkTbgp8S6SdwnIp8F3lbVxSIyK47W7cB/RORTxH4PurPNfT67zobR19+L7wN3ikgOsZepC0j+GzLsELe1zmAwGAyDiIhcAhSo6l8yHReDYagiIicDp6vqDzIcFUMfMM3TBoPBMMiIyEeJdXz/T6bjYjAYDIOFqWk0GAwGg8FgMPSKqWk0GAwGg8FgMPSKKTQaDAaDwWAwGHrFFBoNBoPBYDAYDL1iCo0Gg8FgMBgMhl4xhUaDwWAwGAwGQ6+YQqPBYDAYDAaDoVdModFgMBgMBoPB0Cum0GgwZCmdawmLSEGm42IwpBrjd0M2kSq/m8m9DYYsQ0ROBX4INLt/RcTWev2Vqi5MdqzBMNwwfjdkE6n2uyk0GgxZhoi8AnxAVdu7hOUDT6vq8ZmLmcEw+Bi/G7KJVPvdNE8bDNlHEJjTLWwOEMhAXAyGVGP8bsgmUup3U9NoMGQZIjIG+C4wF7CBKLACuE5VqzMZN4NhsDF+N2QTqfa7KTQaDAaDwWAwGHrFk+kIGAyG9CIihwK/INZB2gIcoAn4saq+ncm4GQyDjfG7IZtItd9NTaPBkGWIyMvAR1V1R5ewscA/VfXEzMXMYBh8jN8N2USq/W4GwhgMBgDJdAQMhjRi/G7IJgbN76Z52mDIPj4P3CQiZexrvqgDvpjRWBkMqcH43ZBNpNTvpnnaYDAYDAaDwdArpqbRkLW4/TyuAQ5m3xvZauA3qro9xdqXqepdIjIDuBYoIzZ7/49V9a0Ua3emezaxKRnSlm5D5jB+N37PFrLV665+av2uqubP/GXlH/AscFS3sKOBZ9Oh7f7/BHCw+3kc8OpITrf5y9yf8Xv6023+MvOXrV5PR9rNQBhDNpMLrOoWtsoNTzXtIlIOtAO73LB6YhOxpppMptuQOYzf92H8PrLJVq9DitNumqcN2cz3gUdFpB1oITavlZ/YYu+p5kvA9UAlsEFEVgOtwA/SoN013c1AMelLtyFzGL8bv2cL2ep1SLHfzUAYQ9YjIrlACdCoqh1p1vYAFa52WtfCddNdCjSkO92GzGH8bvyeLWSr1139lPjdFBoNWYuIFACfA44l9nA1AouBv6pqS4bidIWq3p5t2obUY/w+dLQNqcV4PXX6ptBoyFpE5GHgXmAhsWWWioDTgU+p6rkp1j41XjDwW1U9cqRqGzKH8Xv6tQ2ZIVu9ng5906fRkM2UAw+oquN+bxCR/wBfT4P2A8T6vXSfqb9khGsbMofxe/q1DZkhW72ecn1TaDRkM38GXhCRt9nXYfgQ4C9p0H6JWFPJ7q6B7iz+I1nbkDmM39OvbcgM2er1lOub5mlDVuN2Vp6J21kaWKuqkUzGyWBIFcbvhmzBeD01mHkasxwRsUXkAhG5TkRuF5HficiF7gOXqTiltM9JV1Q1oqqrVXWR+38kHfoikuNe97kiUigiXxORK0XEn2rtLnH4gzvCDhEpF5G70qWdKYzfjd/dz8bvmYtTWvyezV5345ESv5uaxixHRO4B3iY2i3zXDsOHqerFKdaeGi8YuFtVT0yldqb1ReRB4C1iyzydAjxIrBnlDFW9KJXaXeLwAeC7wFPE7vn3VPXNdGhnCuP3zOgbv2eGbPV7tnvdjUdK/G76NBomq+ol3cKWicjLadBeTqzTbvcOu1PSoJ1p/WJV/RmAiJylqn9wP388DdqdrCQ28e1pxFYMWJlG7Uxh/G78bvw+8v2eSe2h4HVIkd9NodHwkIg8CrxA7G2oCDgJeCQN2iuBq1W1pmugiPwzDdqZ1vd1+fzFLp/tNGh3cifwDVV9V0TOBB4jlsGMZIzfjd+N30e+37Pd65Aiv5vmaQMiUkFsQfMSYh2Gl3R/2FKk68lkx+RM6ktsbdJ67fIAiogXmKeqS9IUB6vLlBSISIGqtqZDO5MYv2dE2/g9Q2Sj37Pd665mSvxuBsIYUNVaVX1cVe9z/68RkaPSoBsRkfkiMsrtsP0htx9GWujMVETkq51hIuIVkZ+nQbtOVbWrtst5qdYWkbEichPwjIi8ICLPud9LUq09FDB+N343fh/Zfs9Wr0Pq/W6ap7McEYn34iDAr4D3p1j7DlcrSGxx9x1As4hcqKpXplK7G0EReQK4G/gssTm+MqV9Uxo07wG+2/WtV0SOBv7GCG+uM34HjN+N37PH79nmdUix302h0dBKbE3Ozg7D6n6emwbt6ap6EoCIvKOqF7qfn0+DdlfuJdbP52fA31X1fxnUfjANmrnEOkZ3ZZUbPtIxfjd+B+P3bPF7tnkdUux3U2g0vAt8WFWbugaKyDNp0O7qv2u6yqdBuyuPAL9U1U+IyOdF5DFVPXsEa38feFRE2omNrisC/MAPU6w7FDB+N343fs8ev2eb1yHFfjcDYbIcERkD1KlqqFt4yjsSi8ghwHuqGu0S5gPOVNWHU6ndLR75qtrW5ft4Vd2eBdq5uJ3jVbUjHZqZxvg9454zfk8j2e73bPW6q5cSv5uBMEMEic3Y7nU/HyYiM9Ohq6o7VTUkIt076X46DdqrVDXaVdvN3CpTrQ2x0WQi8i3gbhFZKCIPuN+bejt2ELQ/6H7ME5E/icjTInILaZiWwU33VcDfifV/uUdEviUihanW7hIH43eM38kCv2fK65C9fs9Wr7v6KfW7KTQOASQ2ouvfxAx+A/AT4Eci8tM0RuNYEblXRI4RkYeAtBUgMqh9H7AF+BxwBrHOylvc8FTzLff/vwJPAOcAdxHrNJ1q7gO2kZl0G78bv2eN34eI1yH7/J6tXodU+11VzV+G/4BX3f9tYB37ug28lMY4WMDtxObx+kqa058RbeBVwIoTl1fToP00sX4mjwH+Ltopv+eZTHenvvu/8bvx+4j2+1Dwepf0Zo3fs9Xr6Ui7GQgzNHAANFaVf626dxmIJjlmsHmc2Bvxl4GfiMjfVDXlTRgZ1v4z8IKIvE1stYRi4BDg5jRof4fY6DoF3haRJcAo0jMlRCbTDcbvxu/Z4/eh4HXIPr9nq9chxWk3A2GGACLyfuA57dlh+DJV/Wua4jBWVXd0+T5fVZdmgbYHmEnswWoE1mkaVxIQkSlAFbG+NmnTzmS6jd+N38kSvw8Fr7uaWef3bPW6q52ytJuaxiGAqj4DICJHqOpbblhIRNanWltEbOB8Yv1OSokZbDHwYKq1O+maobiMBdKRqdjAh4Bjgb1pF5EH0/WAq+omYFOXOJ2rqildFzbT6TZ+N37vEqcR7fdMet3VzUq/Z6vXXZ2Upt3UNA4hROQeoBr4E/BzoEVVv5EGzbeBZ4m9ERUBpwOHqerFKdaeGi8YuFtVT0yltqt/D/AOsJAsSnsm0x0nHsbvxu8j3u+Z8HoX3azze7Z63dVPadpNTeMQQlUvcYfmbwG+pqp/SYPsZFW9pFvYMhF5OQ3ay4EH6DnZ65Q0aEP2pj2T6d6L8ftejN9TS8b9niGvg7nnXcmGdEOK024KjUMIEfkHsBGYCvxGRMap6g9SLPuQiDwKvECs02wRsaWP0jH56krgalWt6RooIv9MgzZkb9ozme69GL/HMH5PORn3e4a8Duaev0B2pRtSnHbTPD1EEJH5xArxbxKb1ykA5Goa1qsUkQrgaNzZ44ElxN5WliQ5bDB0PcBhxOaUqiOW7g5VfTqVut3ikJVpz1S6u+gbvxu/Z4XfM+l1V9/c8yxKtxuHlKXdFBqHACJyB7Gq7CCx2fJ3EHtDGKWqV6ZYO9EE70+p6vtTrJ2xdLv6WZn2TKbb1c/KtBu/m3uOuefmnqeYVKfdNE8PDaar6kkAIvKOql7ofn4+DdqtxEbTdUWAuWnQzmS6IXvTnsl0Q/am3fgdc8/dz+aep5ZsTTekOO2m0Dg06HofrunyuXtH2lTwLvBhVd1vTU4ReSYN2plMN2Rv2jOZbsjetBu/xzD33NzzVJOt6YYUp900Tw8BROQQ4D3tOQHsmaqa0o67IjIGqNPYQvJdwz2pns8qk+l2tbIy7ZlMt6uTlWk3fjf33A0z99zc81TqpzTtptBoMBgMBoPBYOiVRB0mDQaDwWAwGAyGvZhCo8FgMBgMBoOhV8xAmDQgImnpA6CqPTralpdZOnFC8tu8O5KXdHvL9oJetVubq2tVtbJ7eEWZrZMneHs9Phm10eTH11UHaGkI90j7YGiv2VKRdHugvYFwqC012puTa0P8627n56u3pCzpcYdW1CTd3lu6AVqb4t/zke73QEfq7nlvXgfYsqo1Zc/aUPZ7ouueSb+ny+tA3Hs+0v2eybwdEudxI93viZ5zMIXGEc/ECR5efKIq6T6/rzsi6fYXrj6+V52Xnrh6S7zwyRO8vPHUhF6PT8YdTaOTbv/lBcvjhg+G9smf/WzS7cteviFl2qdeekWv+7z41Hd7XHdvSRkTv5B8Wds3rki+illv6QZ4+dH49zyTpMPvb72aunvem9cBrpz1SsqetaHs96Wv3Rg3PEv8Hld7pPs9k3k7JL7nI93viZ5zMM3TBoPBYDAYDIY+YAqNBoPBYDAYDIZeMYVGg8FgMBgMBkOvmEKjwWAwGAwGg6FXTKHRYDAYDAaDwdArptBoMBgMBoPBYOgVM+VOF0TkUOBWIAqsBy7XbussisgHgB8BNvCcqn4/7RE9AN6tqeKo276ZdJ+pt25Muj23bU2/9RUlqk7Sfc4al3xKCLukOOn2hub3DjhenZx93LlJt7/w2m1Jtx99Rm3KtJ977fZez2GP6Rnm6YCKFcmv+UDTnUg706TD71ZbIG54Orwe45U+7BOf4ez3RNrG7yPX75nM22Fg93w4+z3Zc25qGvdnjaouUNUT3e9HxtnneVU9QVWPAxaISI+JPw0Gg8FgMBhGGqbQ2AVVDXf5GgQ8InIfgIjcKyJHdu4jIjawC2hOf0wNBoPBYDAY0ospNHZDRM4TkZXAKOBNYJOI/BXYoapvuvtcCawB6lQ1mLnYGgwGg8FgMKQHU2jshqo+rKqHAtXAOcAtwGeAP3XZ51bgIGC8iByekYgaDAaDwWAwpBFTaOyCiOR0+doMdAC/Ab4G/KzrPqoaBdrcfQwGg8FgMBhGNKbQuD9nisiLIvIiUAXkAVtU9c9Aq4i8H7hMRF4QkVeAjara/+FdBoPBYDAYDMMEM+VOF1T1IeChbsH/dbd9zf3+DLEma4PBYDAYDIaswRQaRzg5NUGm3LI+6T6R3XtSpr/+3WLOO/KsXvbalXTrHW8/lnT7WWc1xg1f924RZ88/M+mxjy19JOn2/pJJbbs1SPGiLUn3iexMfs3PGDuvD0rJfZUJ0uF3TTA3XTq8DjB+Qvxw4/fEGL/3n0z6fSjm7ZnWT4ff12pdwm2medpgMBgMBoPB0Cum0GgwGAwGg8Fg6BVTaDQYDAaDwWAw9IopNBoMBoPBYDAYesUUGg0Gg8FgMBgMvWIKjQaDwWAwGAyGXjGFRoPBYDAYDAZDr5hCo8FgMBgMBoOhV0RVMx2HEY+I1ADJZ+McOJNUtTJD2pnWz1btuPrmno9o7UzrZ6t2XH1zz0e0dqb1h5w2mEKjwWAwGAwGg6EPmOZpg8FgMBgMBkOvmEKjwWAwGAwGg6FXTKHRYDAYDAaDwdArnkxHIBsoL7N04oTkl3p3JC/p9pbtBUm3BzoaCIfapHu4iKSr02ptvI6z3uJc9VcVY1sOHnEQUbwSxRbFwsErUQTFIw4WGvsTQcD9iyWpa8IUUJR2tQg6XuqqA7Q0hHukfbC1IyhBFULqobq1FLtVCLXUEwn0vO791QZoiPppCOVhiTLK10yR5bjxEEIaZW3bKKxmCwHaa7f3uO4VZbZOnOBBURRwVGlTHyH19PuaC0JYo6xpG4XVYoFCRxxtyA6/q2rK/QY9vQ6wZVVrWp61oeb3RNqZ9Hs6vA7Q2lwd956PdL9nMm+HxHncSPd7qDm+NphCY1qYOMHDi09UJd3n93VHJN3+wtXHJ93+1qs3HHC8Bpm4o7n8o4s54uaLKfYFKM9pI8eOUOVrptAOUGAHGO1pxC9hSux2CiWMTxwKLcECvGLhxcYWwXIrxR0coqoENcKKUAHvBcfwmwvfihuhwdS2EPZE21kTLmJzuIKfvnYuZa/5WPOfP8bXrirmiL8cuDbAP5sP5t/bjyDPG+KLE57n9NxGAGwRtkeCfHDRFyhamIc48NadV/W47hMm2LzwxCiiKI4qLeqwJDCWLaGKfqU7pm2xM9LKKYs/R/7CAsSBZbf11Ias8XsP0uH1KBZfnf18yp+1oej3Nf+Lr51Jv6fD6wAvPXF1OkYKHxAjPW9PlseNdL8nes7BFBoNKcZrRRmX30SJt4NKXwt+K0yFp4VCu4N8K0i51YZfIuRZEfJEsYEcsbCJmdp23846M5R6J8SWSB510RLu3X0cK6rHsadjXUq0vWID7H2wXg6M47drzqCxKZ/8NTnk1USxIvFf9L12/7QdVeoj+exuLEQVrg2dyZ25bQSiHlpDObQFfXhW55NXF0Gi8a95hworQj7yJUyxFSaMUGK3EfVJv9LdSRQItfuorHUQx8y60J10eD022cXzKdEf6n5PpG38nhlGet4uSWaWGel+T6QNptBoSDF+K8yM/D2Uedqo9DTjlSiVnmbyJYRfohRaUbyAVwS/xOzoFXvv22cnQQ0TRdkRzWFR+wy2dFSwZOU0SpfbWM3xu+YOVLvrWxjAs40HE1lYQdUuB39dEF9TCCvkDKp2FKUmVEi4Nher3aLuvQIaguAJgK9RyQkrJTUhcuqDkCBTa3X8LGqfwQRvPTN8u7FRSqwOSqyOfqW7k7ACrR7ydnQgkfjpzmbS4XVJctlHut8lHF/b+D0zjPS8PVH+OhD94eL3RM85mEKjIcXYohTaAfKsIHlWEJ9E8UsYv0TxS8zctghesbqYep+ZHRzCGqXeidDmWKwLjWZZ00R2tBXjq7HJq3GwIoOv3flgOSh10TbaHKW6vQRfs5LTFMUORMFJ/GD1VztKlI6oFysgeDrA0wqeDkAgki9EHEHFSyQ/9rbIkp7aAtgollvCsCTWr8VGiSLURH1EEWximWKeRJjgib2NdqY7qBHWhx12RQoZ7WnhIG9MT8KC1R4yP6JxSIfXk/VgG+l+d9bacbWN3zNDtubtA9EfNn5PUrNuCo2GlOKXEAf5d1BoBSixAthotzehmFnjvYG2a4h2J0qjY/FU26GsbR/Nq9VTCL1VSk4jTHyrHc+yddjtHYOm3f0trC7axq0N83mrcQKr3p3A1K0hfDVtqM+Dk+MBidtXuN/atgjV7cXkVVv4WhRvq4MnoNQdbDPh1K1MLGigI+ol5LgZyn8Sa5dbbRRaYbwoXgEbeCtUwYN182kI5dIUyqU15GNKUT3fHfcEh3hlb7rXhx0+9uYVOKsLsQ9p5l/zb8cv4G22YMM2nEiC3DyLSYfXk9Z+jHC/r14ZSKpt/J5eRnzePshpH05+12AoYdpNodGQUjziUGm3kC8RCq0oFpAvFpYINhL3oXbcNyRHlXaFesfPqtZxrG6oomVbEeNWRvHvCeJZtg6nrQ3V+G+F/dHuXmXf5ijLm8bzzvZx+Hd68NW1YjW04pQVorne/YegDYJ2RKO0hnLIaVR8LQ6+Fgc7ECWaa3HVpKc4JTfgZj6xY+O9i3bV9ovup90SzWV1QxUNrXkEWnPQdpuW0X5qRudj+/Z1kqyJ5hN9t5AJzwXZZhVRMy+fsZ4W7AA4bW3JbnnWkg6vD7b+cPL70TktvWobv6ePEZ+3D3Lah5Xfk7ycmkKjIaVYKIUSxi8OfomN4LJE8NLZGXffyDkH9jZXBFRYHapiRftENneU88Kqg/Dt8FK6DQrWNmA1NBPpJTNPpt111F68TGVPtI0dEQ/Lg1N5a8MkctfkULzJQXbWosEgrUeNo/ZQm9C6+H1uBqLdEfbgb1WsKNQd4iVY6sF7cDOjPS1Y+HpkfgeiPdbbwFGVW6ktKqA+mEdrKAdLlGs3f5DfW/uaO7Y2llC0Cbz17ZSsyeHyVy/F8jhMWBZOqp3NZNLrvekbvxu/DzYjPW9HgJcGX3+4+z0rCo0iMhZ4FDgYKFDViIh8G/gQsaliLlXVHlcr3nFueK/HGmJ4BSptxSv23syk60PVSVQVB4d6J8LqUDl7IoU8uOdwlm2YiF3nZdKzUfKXbyJaW48TDtGXHkbxtOONHOv+kEbVYXWokCea5/JG7SQqn/NR8dwWnNo6ooFYk8Gewy2uuvBBfvtAw6BqA7R15FC2O0ioyEvOKbXcMPsBKu02pns9vWYovWkf4QswtfIFHCCqEEb4a+2JLLznWMreDYEIakFlwMG/aQfOnlrK1m+l7D+goRBqmukSkkmvJ9I3fjd+TxUjPW/3S4jLfjK4+jD8/Z4VhUagHjgN+B+AiFQCp6jqCSJyNXA+8O/ejjvAY/fybk0VR932zaQRnHrrxqTbc9vWJN1utcXv/5BphNjcULbbnwN6doYGaNcwAVXqo142hyrYHS5mc2MZ3t0+cmqF3G2NRHbuGrB2TD/R6LEorU6QgDqsDc3k3ebR7KgvZkxNhMj26v33LXY4OW8dN1vBQdGOqkOEKAGNYFlKJNdDON9iWmktJ+c6QO6gpDtXfBR4/PvtX+QJkFvrkLuxHs31Ec3PwQpF0OaWfjXNZavfM+n1RPqxOBi/d2Uw/Z4Orw9VRnrenpdk1Fm2+h2ypNCoqgEgIPsu8NHAC+7nhcAnRGQRcCdwFvAL4HVVfbDbcXGPpZdCYzYj9Kyy35uZOGHqHYeA2izumMbq9rFsaK1kxYYJWE0eypcLMxZuwWloxGlvH7B2b2+Ab4ei/Hzrh9nYUEb7uhLKVsLouii5z7+NA4jXR/DUubRXeamasYdKa/+HdiDazU6AJcFidkWKOWb8FpZcOZECf5CPjXoj5ekOq40dAukIUnNiFfWnBtCmAg76yyioq8fKy6Pt/YcS9Qkli6uJbNt+wHHKBjLp9Xj6xu/G76lkpOftnbV3g6E/kvyeFYXGOJQAze7nJqBUVatF5AHgViBXVb/X12NTGM9hT+ytaP+Hr7O5ok0ddkXzaHTyeKVpBkt3jaelpoCyNz3k7XHIf3wZkWD8mo2+aufIPosnq/qPqsN7oTG8vWIyhZtsprzVgfXiMoC9zSVWUQE7j/cSHBfmk2PWUmT5sYl/zgPRBmh0HN5on8a2QCmnl67mD+OeIs/y4sHmQJeIP1DtWKbioMEQTTPg0RP+zHPtB/G/B94fUy8uYseJFtGiKGqNp+TpNohGY+437CWTXu/UN343fk8XIz5vT3LOke53aUp8zmwtNDYC49zPRe53gHuB3wNn9ONYQxyUffNxhdUhoA41jodGx8+2cDnL2yZSGyrg5Q3TsTf7KWgQijaHyNnTgQ7wR7QrtlhE3ZF4DsruaAcrQ+U0O37WB0azPVjK67smUrTepnBbFG91I51jzSy/H6u8jKZjJxCaFKSqspmJOXUHpN2VVaEOHm2ZS30kn6DjIeLYeKwoxZ4OJvnrqbSbybO85EjyEXyJqI96+UfLKALqI6w2hVYHJ+ZuZop33xq3QQ3zUFsFLzXN4vXdkwhP9BD1TiU6IUCJ5TDBW0fNPD/j14+n4fjxWOPbKS0I0DC7Ais6MzbJdJzpfrKZoeJ1MH43fk89Q8XvmfR6p35XRoLfo88kbi7P1kLjEuCLwLXA6cBiN/wnwA+Ba4BzD/BYQxwUJaARaqNRaqK51Dn5PNN0KJtby1lfV0FwfRHeZmHyqwHsF98AJ+oeN3Cky9Q0nXRoiLA6PNQ6mxveOYVQg5/SFTblKwOMaupAV7+BRiJ0XaFv0zWHc+gp65iVt4STit6j3G5lqqcdWwpIRDztTq7ffTpv/v0w8ndF8bY5eNoi1M7J5fQrXuPS8tcpsSxyJK/f6d7RXMpPnroQu0PwdAihUocrT3uWq8v3Lcm1Oxrk6uc+yrR/RmBKDv4L93DK2DWcULCWCjuXBf4aLrvicVZ8dAJH5m7i+Py15FtBVk0bz9bzywFYZH5E9yOTXgfjd+P39JKteXsi/U5Ggt83rWpNqJ8VhUYR8QJPAIcBTxErFL4kIq8AW4HrReRIYKyqXi0itoh8Fri763Eico2qvi4i+x2b/hQNHxwgqA4tjpc90UJ2RUpY31LJloZS2nbnU7JVyGlw8C3bQNRJsJhyv7WVdifU5btDixMhoLCuo4ro9jzyaywql7bAG+8kHLWnB7Vx2+SHyREPeZaPWHNC8kylk7BG966t2smaxlFULmvDs3Y7TmMTGolQ5p2Po7Lf22J/sUKQv83C2xabC6x9lMW2QBkQa6oJaoSaqI/8zR7s59+gxDmcQ6o284tR77hnsKmw8/l66WYo3dz1zBzv3wHsAODXA47pyCKTXo/pG78bv6ePbM/bYeT6/WlP/EnVIUsKje6UOKd3C34d+G2X728Cl7j7/6FLePfjUNXfdjvWkIDd4QKuqzmBVU1j2FRbTqAlh6K3fRRvj1LZHMVfXYe0thNpHPwOQ++2lXPMkksJh20iERuNCk6HByJCbrWH8cvD+Bo6kLfe3e/tVzwe9IjZ1B1WQNsY4YPT3yBHPEk7Rscjqg43NszgzrXHEQp6CAc8ELYoXumlYM17ROvq0QWH0TArj6YZ8On8rYOSbimM4DuplmDYS2vQQ0F+gFOK3wXglqZJ/G7xGXh3e5n6TBMKeGva6Ij2r6nEsI9Meh2M343f00s25+2QvX7PikKjIXM0BHL5z8rD8W7LoWgDjKqJ4n9k0d7tg1/fsg9PjUX5rfl4WyN4mgNIOIrUN+G0teO07Jttv2um4pk6meDEMjZe4OWWD97ONG8DVbaHPMvfU6AXIkS5c+1xVP41l5y6APauWrS5hWhz895075mfz/gLNvG+wt0cm7sFyB9QmgFm5tXx1Ly79nXyBgotH+Dlzg3HcfA124js2r0v3TtraIvkDFg328mk18H43fg9vWRz3g7Z63dTaEwDOTVBptyyPuk+kd17BqSRaLmljBOy8OzIIW+nkL8rjL8mMGh9uHpDIoq/pgOrJYA0taDBEJGG+JMTdxKYXE7zJB++qlbm+BoY4xlYc0Ig4CVnTwf2ngYi1Tt6bA8XwkGFu5mRuzvpvGAHggeLCjt+5hQIeYns2r1fWLShgUXrj+DH+TWEHZsoFmWeNs4pfJtDfLksDwa5v/EYOqJePlT6FqflJv85yFq/Z9DrYPweNz4p9ns6vD5kyfK8HbLP7zF9gyGF+GvCzLilGm1qIdrQkN4f0VAIa9MOog1NezthJ8OadzCbL3N434yVnF66mjJ7YG9nUVWizT7k3feIBPafjNquKEfHVtI+LcRHy16n3ApSZvkGpNcXgoH4GjM+9RaL2deEYeVVct99l7Pi6Pu54NXPM/3iZUCYL/78SpZd9ie3/4+hK5n0Ohi/x8P4PXVkc94OI9vvyTCFRkNK0VCIyObB6csRD6uwEGmLP4pNI1GidfV9Oo9dWUnTjEIunvsKP61c5YYOvB+IBC2cQM/VS3R0JR3jCykqb+Vwn4W3l9F6g4UT7tucYE57O+1rSuBoyHt73/QL458PEb4s1Q2tw5O0eF0k4XyBxu89MX5PHdmet0N2+t0UGg3DFsvvJ3D8LJxXnx7wuXZ+ZAbNMxxm+3s2MfSHbeE8vrHjJIrXxX+Id51cRusE5eQxW/eb0T+VRNVh1qSdtH/wKPI2NiCt7Wh7B9EEzTrTf/Y2h+38ImNe37fUVM6qbZxx9TdQS4Cr0hJvwz6vqwCPD/x8xu89MX4fOgzlvB1Gvt/frb4+oY4pNBqGJZ4J49l95gTqjogSWtX7/knPNX4cX/vKA0z17eEwXwcHsg5oIpob8ln078OZ8OTOHh3C7aIiDvnEaq4c/QJTPa29zgk2GHRODXH91H+z+I+TaHdyCKuHKMKNT53J9G/2nG7UaWtj9PWxju0b7pvH6LJm8s/cSPE/RmgfrSFKV68zCIVG43fj96HMUM/bYeT73dbEa1KbQqNh2OGZOpnQuFLaq4TcynYs78AGRUQrSzgnfxOlVi62DE6mYoegaIuD7tjdY5tGIpR4o1Ra7eT3sgRUf2hTZWkwRJUdYoydt3cS2qgqUzx+ZhbV7rf/bZNa4p1mP4oKOphaXEvP1BhSSXevyyB0pjd+N34fqgyHvB2y2++m0GgYVlhzZ7H1jDKC5UrhIbWcM3EVd+Qc+IL3XVlzZT554u11Dc8Dwapvo+Bfi+NOKuu0t7Pi18dw0Yz5zDx7Hf+c9mS/5glLxPYtlVz1xS+x5ULl5fdfz3hPARay33qlXQmHes8GKs9bY35A00w8r1soPxvgeY3fjd+HIsMlb4fs9rspNBqGBXZlJR3zJ1M/ywsLGpla3MT5o5dzVsEaHrITV6UnY/0fj2X07D38YNLDCR+4VJH339fJA5aPPwZnmgMMXqYize3kPLGEiZ6jqT3Vy3hP8kXto9HBfxs29J9kXreg34VG4/cYxu9Di5GWt8PI9rt5egzDAvHYqAVqgSWKx3KwRLGg392M1avkecP4rfBgRvUAI5G6U0s03ZO+GAaDZF4fyE+P8bthKDJi83YYkX4XVfOgpRoRqQG2pFhmkqpWZkg70/rZqh1X39zzEa2daf1s1Y6rb+75iNbOtP6Q0wZTaDQYDAaDwWAw9IG0N09LjN+lW9dgMBgMBoPB0H/SXmjUWNVmroiMSbe2wWAwGAwGg6F/ZKR5WkReAyqA3cS6iqqqvi/tETEYDAaDwWAw9AnTpzENVJTZOnnCwNa6rI0mP76uOkBLQ7jHYDNvca76Rxdji4NHHEQUr0SxRbFw8EoUC8UWBwuN/Ykg4P7FTtl54k63OCgdjkVAvSjCtlUttQk67abFYKraI+0+yVE/+f0+p/i8ODleHJ8Q9cVG5Fleh0p/K3lWkDbHz+5tIUJNHYOuPW5OG/kSO+3K1nJElBxPhFw7jC0OjgqtkRxa1u7pcd27+q1Nlep3DiwePdLtUzzeKHneEAV2kIjaNIX9cbW76/eXoez3uuogrQ2hHtrp8joQ97qPdL/Xbg/G1c6k39PhdYAtq1rj3vNs8Hum8vZkedxI93ui5xwyNE+jiHwA+A5QBcwDrlfVr2QiLulg8gQvbzw1YUDnuKNpdNLtv7xgedzwwrEFnHnXuZR4O6j0teC3wlR4Wii0O8i3gpRbbfglQp4VIU8UG8izbGwECwtb9vkmqkq9E2JLJI+6aAH37j6OFdXjUAU++qN0jGQ7IPzkc4ycdsDHWX4/TJ9M+5Qimid6aBunRMYFqRrVRF1TPtfO/y/L2ifxVPVs9lx5b0q0d7y/jDe+fTNRdXBQghqm3lHWhct4qXVWTHt9OS1f+XaP697mG8tht5/GbRNeBeCMsfMGlO6JY+pZULmR4wvX8lrrDB7bcgj2luK42jDy/R757i0DStsgEPe6j3S/1yXQzqTf0+F1gCtnvRL3nmeJ33uQDq/bCfLXwdAf6n7f86W7E54nU5N7/wg4BXhaVaMickiG4jHi8VthZuTvoczTRqWnGa9EqfQ0ky8h/BKl0IriBbwi+N1JUL1iY3Xr7hrUMFGUHdEcFrXPYEtHBUtWTqN0uY0MbKWnIYVn3FhCU0bROtFP63iL9rEOnjHtHDp6D5Pz69icV87CxkN4cfs0AmuL8XQMvnbbeD9WMLYAfYQoAY1QG42yKjSKhU2H8Py2GQTWFlO+Jn7pwbu7ja3HtHEG8/aG2YccRHTVmvi648cRmlyJAz3SPXf0bo4r28hx+euY4WmlvKiN6Qft5vpnLxy8hA8i6fC71TxyprcdTn5PpG38bvzeFw7U64ny14HqDwe/fzmYJB39vwQDIur+qYh01pQbUoAtSqEdIM8KkmcF8UkUv4TxSxS/xDIUWwSvWHszkq4ZioNDWKPUOxHaHIt1odEsa5rIjrZifDU2eTUOaWuUSyFWXh5MnUjbpEJaxntoHyMExoYpG9PEvModHFG0hdvXHc+0slqeWjcbe10eFe851LYMfPLYeNp6cAsRorQ4IXZHLZYGJvNk3RyWbJmEvT6XiveU0hUNfdaIrlqDPDeOs6tW8sRFxxBdvXbftsoSNnw8h9K3rR7pXlC8nvn+LUzyRCmwchllC8f69/D31UlylQySDr9bkQwlbhAZjn6vbe37hTd+N37vpL9eL31zT8r0h7rfv9aR+Ec9U4XGa4FngdnAU+53QwrwS4iD/DsotAKUWAFstNvbZ2yNiXhvn+0aot2J0uhYPNV2KGvbR/Nq9RRCb5WS0wgT32rHs2wdDPN+sZ4pkwhOKqd1nI+2sRYdox0Y08HMqlrml21lfv5mdoRL8dgOS9+bQv56L+WrIxS8uRUNhlKifeS4amqiQTZGCni9fRoLd89m/Y5KfOtzCYyJ8OtP3s6hvhaqxvdda93bEzj43Cc554lVlFgWlts0ZbOYM1d+gp2hUUhVB9Or6jiibBtz87axPVTGrbUn8aexr+63fmrOoncHlO5UkQ6/2+2DWN2WAYar37/5Tt0BaRm/G78PxOuRnbtSpj/U/W61BRKnqX+XYmCo6mMi8jhQoao1mYhDtuARh0q7hXyJUGhFsYB8iRnKRvbLTCy3wtdxu0M7qrQr1Dt+VrWOY3VDFS3bihi3Mop/TxDPsnU4bf1bG3Qo4BldRWTiKJrH59E6xqZ9tBKqClNS1cIhlbs4pngTh+VuocXxc/3TH8QKCSVbhPLVAbxL1hBpayNa3r/O0L1pH1eygdcDY3mx+SBerp6Gx3b46KFL+dVpb3c5y4FpT//6Yq79+hzW3nI0b519PcVW7t5tL855gA/nnkWRN8BhRduwUV5vmcorO6bSuKWEG0/ZwzfLNu7d32lv71e6U006/K46PPtjDHe/ew5whjjj9+z1+2B4vf6y4+DOB1KiP9T9rk7ie57JgTCfB4rd5mlU9dRMxGWkY6EUShi/OPhFsABLBK+7im1nhuLg4MDepoqACqtDVaxon8jmjnJeWHUQvh1eSrdBwdoGrIZmIsO0wGhXlKPjq2gbl0/rGA/tVUKgKopnVAcHjarjsNJqjs7fyCzfblocHz9few6+RoviDQ6lK5twlq+m85GKFB1YhtpXbb8V4rbqk1ixYQJllc08fdjdlNp5g5Jub4PNjqjwiz1HUO5tY0H+Oo7MCfChUcspsdsptDq4YfvpvFc9Gs8GP5Xr4NGHTuHP53wAX4NFTgNUsWhAcUkVxu89MX43fs8Wvw+m1xvf3wF3pkZ/qPsdfp5QJ1PN078BzlHVHRnSzxq8ApW24hV7b0Zii/Roqoiq4uBQ70RYHSpnT6SQB/cczrINE7HrvEx6Nkr+8k1Ea+txwiGG37sn2OVl6Pgq2scW0F7lPtCVDs6oIGNGNXJw6W7mF25mjn8bkzztNDk2V629iI6nR1G1Lkz+yl1Etmzbez7nhHlU1T81qNrz/FspswNcuOwKWrcX4a9q5/65d1Fq9396h+7a4fII39xwEet3VjK6oonWqhys4reZ599KlR1ifbiI1e9MpGCzTemaCAXv7CSyZRvTF4JdWUm0Zug2Dhi/78P43fi9k5Hu91R4/evznuWrg6w/XPy+OYlepgqNrwJp61ksIocCtxIbfLMeuBJ4CZgDzFPV9X087nJi16zXY7uiKNFeqvjPGndE0u12SXHS7Q3N78UNF8ArFjayd3qF7h2hAdo1TECV+qiXzaEKdoeL2dxYhne3j5xaIXdb46D08cgEdmUlOraCjjEFtFV56KgUAhVKpDJEaWULM8trOLxoG4flbmWGt44yy6LegYtXXEbeP0oYvbkF6+11RAL79/NYf4mXkhuT9/c5UO0K26bdUcLLStFxYR49+i9M8xYMarqxlZq2fI6asmWv9mi7jev3nMbL26fStrWI8uVC6Xtt2MvW7JfuT73yJotaprPmyMQDIozfM4vxe/r8ng6vx3glbmi2+z2VXj+34N1eC40j1e+vz0+sm6lC43xgkYjUkJ4VYdao6gIAEbmL2NyQ5wO/PcDjjgTe7OOxQwIh1lTR9e1zb0bihKl3HAJqs7hjGqvbx7KhtZIVGyZgNXkoXy7MWLgFp6FxyPbpSYb4vMi8ObSP8tM2ykOgQgiUK5GKEIUVbUwvq2VO8Q7m5m5jlm83VbaDjcVboUKueO5yZtwVwltdTWTLth5v3g2XHsfVJz7MHTfF73fSH+1CK4ewRjn/B9+m2HEoPLqxXxlK/7R9PL12Nr73cinbqfibHOy31+N0yVB0wWF8rHA5HytcwrQ/fh6+3r/+PqnE+N343fh95Ps9HV4fY+fG1e6v/nDy+20TEtd8ZmogzII063V9TQwC21R1t3SZ2FRExhHrwXAW8AvgdVV9MM5xCux37FAm9iZq7xfW2VTRpg67onk0Onm80jSDpbvG01JTQNmbHvL2OOQ/voxIcGhONdEXovk+aucVECgXgmVKpDxEUXkbU0rrObhoJ3PztjHDt5uxdgi/WGyL2vxgy/lsfmgqs5+owVm3iUik57QHdZ89jgWfe5OPF63nzgSzRR2IdrHlwys+tkY6uHj1pyna2EHLJD+vzfsn/VkevlM7WCwEK5RwZXLtHMnhmY5coi1eXrryOiq6NJV84KJLkVeXAyCLVvD1nUdy/Zg3mf6NxUmbMDKF8bvxu/H7yPd7OrzulcSFxpHu95xtifuzZmogzBzgV0AR0AT8QFXfTn7UgDXPczXXAj3GsqtqtYg8QKw5OldVv9eX44Y6yr65uMLqEFCHGsdDo+NnW7ic5W0TqQ0V8PKG6dib/RQ0CEWbQ+Ts6UCHaYbSScQPDQcrWhakpLSNySX1zCrczSF51czw7WK0HaRQLGoc4ca6Y7n/tWOZdUszY999k2i459QinkkTePc7Y/nGyY9zWfEaCqzEmUpv2mPtICWWhxw3Y/pz4zT+/OgHmXFnDY2H+7Ev2YMt/ZtUN1oWxfPhGiwVJuS1UeANMj2/Jq62hXBH83h+89y53HTG3/bLUACe/vfd+6048MwDR8NX3uSpHcuxx/QreinF+N343fh95Ps9k17vi/5w9/vMuYlrnjPVPH0zcLGqbhGRycC9wAmpFFTVh4GHReRG4Bzgf3F2uxf4PXDGAR43ZFF074zzNdFc6px8nmk6lM2t5ayvqyC4vghvszD51QD2i2+AE3WPGwHkOoyaVcOUonoOKtjNQf6dTPXtYbQdxAtsieTy97rjeea5w6l8Szl40XYi27bHPdWury1g9kfe45Fx1zPT68Mr/gPSnp1bzTRvDVV2iELLJqjC4+1VXP3SRXhqvYxZHGXqg6+x6UcL+N4n/sWnimr7neyD8+t4bu59BDVCjaMsCUxklm8nVXZov8ykzulgwf/7Fk6uwxdOXsjpuS1A4nVwt39vAau+cnO/45UOjN+N343fs8DvmfR6HP1s8numCo0eoHOo0nbATrLvgBGRHFXtfK1qBhL15v4J8EPgGuDcAzhuyOIAQXVocbzsiRayK1LC+pZKtjSU0rY7n5KtQk6Dg2/ZBqJuhjJSKPAF+b8Jy5nqq2GCt45CCdOuHu5vOpw7Vx9H/gv5FOyMMmPlLqLrNxFv/n17xlTW/LiY3x/zd07Pre31DbSTwpwAF01YxvScXUz21lNpRSh0H+irdh7LU08eSeEWmP1q3d7Z+zf/8jgev/jafneM7iSKsjMaojpawLrgaBY3T+OccdvJczMTWyxOu+QzhIo8TPvfa+z58gK+/X8bSJahACz/8o2k+FEdMMbvxu/G7yPf75n0OmS33zNVaPwz8JqIbAEmud9TyZki8k338zrgaRH5F7HazRkici1QDYxV1atFxBaRzwJ7uh8H0P1YVX0oxfHvN7vDBVxXcwKrmsawqbacQEsORW/7KN4epbI5ir+6DmltJ9LYlOmoDjoey6E2XMiK5gm8vnkyU25Uag/Lw4rAmJ0R8jbWEl2zMWFm2vyJY5n0pbW8OOHvjLHzsPvyBupS5mnjQ4VvU2wJeeLFK7k4OHx311Gs+OnhTN3UgK7ZuLepRI6awxuf/gPF1sAyFIB2x+KZtoNY2TaelQ1j2LqjHP/4F/b2faqNtuGtD+B5dhV2aSmPf+daILHu/GUOSw+3evSdGooYvxu/G7+PfL9n0uuQ3X7P1ECYe0XkPqASqNEUTznvFuq6F+w+EmfXS9z9/9AlrEeBUFXjHTskaQjk8p+Vh+PdlkPRBhhVE8X/yL6JakfOu2dP2iNeHlo3h1BNHv5dNvWHKkVbIuRtbkyaoQDs+M4Crvz0Y3ymeB15/XjQ88RhvCeHlSFlaWAyjgr3bTuagq/a+Nctxemmfft//jIoGQpAvuVwWfFmPMXbYCzMefnLRE9XNkVaubnuRN761hF4li0FINrQQEWSUYIAPx61lEPv+yx/qG/eb9WAoYjxu/G78fvI93smvQ7Z7fe0FhpF5Huq+msRuYcu3SpEBFX9VDrjkk7Wv1vMeUee1cteyefIuuPtx5JuP+usxvgbQhaeHTnk7RTyd4Xx1wSGf3+WPhJs9+FZWkjxTqWgOkjOlnqi6zf1mpFu+ekCfvKx+7mgoBav+Pql3blk10UvfoGZNwWx61rI3RRfe+2tRzHes7xfOom0c2RfU4R3fgM7oyEu+P13qLphER6WMn+Zw8dK3+C7885g5uOfZ9PZt/U4z8y7v8DUY7eyZu04Zn7+DZ6iiIu3tTGql4lojd8zg/F7jHT6PR1eBxg/IcGGLPV7Jr0O2et3SH9NY+eiPD9Is27W4q8JM+OWarSphWhDQ1ZkKJ14W2Hc8y14tu4hsmt3n966989U+t88JQjvhhzyV+egby6N26cGwDpsNu+cdSNwYM0jvWl3ZcXR9/Ov1nFU3bCvBqLADjLdY7H98kOY+dlFTL3hc2y88K97t0+/7/NMu+Y1FJhJ9d7wy973Cdb9upglJ/yVoYjxu/G78fvIJ5Neh5Hv98Khsoygqu52P96uqu/vDBeR+4GPpzMu2YKGQkQ2b03Z+a3CQkQkNnHSEMNqaoc33kn4QHdn51UL+OZHHuTDBXvwSvJOw33hnvrjGP/nFQmX5Nr2wwX8v8/8gQJr8DKURMzy7cbKPxTHXU/2xbm5vMjRjHHX1J3x1dc546vz9u4/jcUAbP7FcYQnBJnx6bcAiGzaQrj5KPySqe7QyUmL39v6N1VGqjF+34fx++AwVP2eaa/DyPZ794JpV9LqBhE5RUR+TmwAyc/cv18BY9MZD8PgYPn9BI6fRfvxB2U6KvHRvr93t3z0WC741AtcXLh5v6r/gfC/VfP2PsTxeOnK65jrS32GAvBy+4z94tL25FQ+8u4usBK/cXtGV7H6sj9z34mxpo0T3w5w6FKLe0//K9EDuLYjhU6/O/npuWcHjPH7XozfB86Q9nuGvQ4j2+/JSPfr00ZiswRMBRYSm9A+DPwmzfEwDBDPhPHsPnMCdUdEY3fx8UzHqP/YM6Yy+ksbuKr8LfIG6a2wXR1m/bI5YbPJhvvmUWEvHxStvrAnXLT386PVS/FKTPsz23dx5qSj0TgT3kZ27Wbmc59h+iXLeLh6yd4Mt92JMP/WrwPf7HHMSKWr30OrMh2bgWH8bvzeGyPF76nwOox8v6+uGZVQK931zmWq+iKxvo0eYpMC+Ymt6WwYJnimTiY0uZL2KiG3sp28ysRvW8OBd68p5YbJ/+tXM4Im6EW0sbaK6Jr1CY87dNzOA9bqTvQAJh2YlrN77+fu/XmmLkqcDUy/ZBkAni7zd+VZPqIHt/ZZe7jT3e+WN6WTPaSc4er3RNrxMH7vPyPJ7wPxerL8daT7ndzEaU93oXGu+/8JwIld/lK6Goxh8LDmzmLrBWPZcraf3GNquWjGMj4yfVmmo9Vv6q44jj+dcD9j7LwDPjasUaIJHmzfzuQF6R2tRUm390W72Qn0vqPLp4pqkefGsfurPZd9/+PYl3s9/tBFn977+eG2PI6dtLnP2sOZeH4vzUm8xNZQZzj7PZF2PIzf+8dI8vtAvZ4sfx3pfs/3JV5iMt0DYf7m/v/TdOoaBo5dWUnH/MnUz/LCgkamFjdx/ujlnFWwBgv4WaYj2A8sv59Rn9zC6bmN2Acw/UJUHSJEaXJCBDVxh+FkdLxQSXSec8Drj3bV3hyJH+e1b8fPJH8/9QEWf2FKj/Aj//Q1xrIozhEx7BlTKXi8gLnejzN/9HZG5bRwTvkK/nFAMR9eJPP7Q/bwrFkf7n5PpG38PnBGmt8Hw+uJ8te+MNz9XuxJXIua7oEwz4vIcyLypojUiMir7v9L0hkPw4EjHhu1QC2wRPFYDpYoFkN9oa3EbP3mEfxo0iOx6vg+0vlQ10eDrA4V0hzt+9JTXRl73SJ+V39gA4i6ay9sOfSAjj/El8st136Yg+74wt6wnZFWJty5JuEx9iEHUXdsFY0HgapQ7O3glMJ3OSqnOuExI4Fkfu9fsSnzDHe/H6i28XvfGWl+HwyvH2j+2pXh7vd86dkHshPRDIwKE5F/AFeqapuI5BObgmfETrkjIjXAlhTLTFLVygxpZ1o/W7Xj6pt7PqK1M62frdpx9c09H9HamdYfctqQuULjUuA8Va0WkbHAI6o6P+0RMRgMBoPBYDD0iUzNWPp54C8iUgI0Al9IurfBYDAYDAaDIaNkpKbRYDAYDAaDwTC8yEhNo4j8EDgL6OgMU9VTMxEXg8FgMBgMBkPvZKp5+gOqelyGtNNORZmtkycMbPmiNVsqkm4PtDcQDrX1GOjmLc5Vf1UxtuXgEQcRxStRbFEsHLwSRVA84mChsT+JrTwZ+4udsvPEEZSgCiH1UN1ait0a29JRu702XsdZn+Son/wBpV08NprjI5pj4fjAsQGfw0EFe4ggbN2mtDaEe6RdRNJSja7ac24En+RomMQj0BJRSCkAE+e04heL3VEfze/6UMdBC/Owx4aYktNIm2Oza2UuLTT0uO5d/fbetkraGrb3WTcRndoAzprYiq/xtLvr95eh7PdQSz2RQE/tdHi9zclh66rWuNd9pPt980qHkAZ7aGfS7+nwOkBrU3Xcez7S/Z7pvB1I+Ls2kv0eoC2uNmSu0LhURD4ErITYDJaqujFDcUk5kyd4eeOpCQM6x8mf/WzS7cteviFuuH90MUfcfDHFvgDlOW3k2BGqfM0U2gEK7ACjPY34JUyJ3U6hhPGJQ6ElWIBXLLzY2CJYWFgIe6LtrAkXsTlcwU9fO5ey13yIA8tuuyruaC4/+Rwjp/U73Z5JEwhMG0XzJB9t44WOcRHyKtv4/KxXOCo3h0XtM/jZh5f3+/ypwk8+B5qpnC4X7v2c++cqHpzxFADvhtr59uYL2N1ayLzKap5dPIcZX1vMJIGF+kCP697Vb4fe8EXe/XXvy5/1do82ff84brrodl5rm8Giw2LTWMTT7q7fX4ay39f854/xtdPg9Sd2H8LWU/+YjlGjB0Q6/L6LZ+OeJ5N+T4fXAV5+9Or4+esI9/sQyNsT/q6NZL+/rvG1IXOFxmLgfPcPYgXHyzMUlxGN14oyLr+JEm8Hlb4W/FaYCk8LhXYH+VaQcqsNv0TIsyLkiWIDOWJhE8tIOpckstx30ZcD4/jtmjNobMonf00OeTVRJAX9Yi2/H6ZPpnVKEc0TPbSNUyLjAowe1URdUz4TfHU80TKXp6pnE+xYPej6A6WFhgPav2uGArDhsWnw9djn2b48Hp35BKtCHZz/r28y4zuvJT3X2g3lnLP2g/xnxsN849P/5cpfH5h2dwLnHs28E9eywN/C5nAjkHhd0kyTDr9bkcH1+4F4fc/68kHVHiyM3zPDSPf7UMzbIbv9npFCo6peJiI2sdjtUdVE634bBojfCjMjfw9lnjYqPc14JUqlp5l8CeGXKIVWFC/gFcEvMTt4xcZy533vzEw6Z7Z/tvFgIgsrqNrl4K8L4msKwSAXGj3jxhKaMorWiX5ax1u0j3XwjGnn0NF7mJxfx+a8chY2HsKL26cRWFuMp6P3cw5VEj3QEx6tpf2rob2T07Y6AX687Vxm3lxNpJdztrTt4ImTbuQ899xdNRbqA33S78QuL2Precofxj1BgeXnyuId2O86/Gv26F5ikRnS4XcrNHhr8R6o18vXpGdyulRh/D64jHS/D+e8HYav31+flfiYdK89DYCIfAJ4Bfg98KqIXJyJeGQDtiiFdoA8K0ieFSTfCuKXMH6J4pdYhmKL4BWLrv9gX4bioOyJtrEp3Ep1ewm+ZiWnKYodiILjDFqh0crLwzp0Fm3zxlF/SC6NMy1ap4cpmVbPCZM2ckblKl6unobPivDUutmE3y6hYrniaQkPiv5QIrp6LWFi71JRdXi0bQwb7p9JZPPWPp9joT6w39+G3x/Llm2j92Yknf9v+P2xCc+x6cuz+MpxzzLXt2/dn88U72LXN3qucToUSIvfB4H+er3y5d2Doj/UMH7vHyPd7yMxb4eh7/dwVeK+qplqnv4ycKKqRkTEC7wE3JuhuIxo/BLiIP8OCq0AJVYAG+329hkzS7K3z7poG7c2zOetxgmsencCU7eG8NW0oT4PTs7gWMgzZRLBSeW0jvPRNtaiY7QDYzqYWVXL/LKtzM/fzI5wKR7bYel7U8hf76V8dYSCN7eiwQPvkDwUSPYWaPn9ez+vCof43vMXMfuf7+Ecfghrvurns/Nf4YSCNSzsudRoQqZf/SaX/+dLfG7t//ipZwqrgrs4I3894z3LmZJ/JTM//8Z++09b4udLJXdz87ZT+FLpGrouGNk6afBqHwaTtPhdBraw2kC8Htm5a0DamWSgft/6ifYD0jN+H/5+H655OwxvvztJVl/MVKHRAcYA29z/h+YTOQLwiEOl3UK+RCi0olhAvlhYIthI0sykkzZHWd40nne2j8O/04OvrhWroRWnrBDNHdjIQc/oKiITR9E8Po/WMTbto5VQVZiSqhYOqdzFMcWbOCx3Cy2On+uf/iBWSCjZIpSvDuBdsoZIWxvR8oGN4EsnvTUXdNJx6hz88jLbI61cufpSfHU2Rzxbw3crHqfA8vd+gjhoJIIsWsGtM6fyePVbHOvfBRQAsOm8W7l47sk0XJTH7rMm8Z1v38cCfzUfWnE5Vd9ymPeLy1m+4E482AQ1gqd1aK5Imxa/9zPpg+H1+suOgzsf6F1siDCYfn/wAK+78fvw9/twytth5PhdknQYzFSh8YvATSJSCjQAX8pQPEY8FkqhhPGLg19io+Yskf1GzcX265mh7Im2sSPiYXlwKm9tmETumhyKNznIzlo0GKT1qHHUHmrHMpWXDixedkU5Or6KtnH5tI7x0F4lBKqieEZ1cNCoOg4rrebo/I3M8u2mxfHx87Xn4Gu0KN7gULqyCWf56r1vGpGioffOUUjpgEYWbj3boj4a5MubLiAUsXn2kusY7ykA9hUYwwm6AvdFe3OknTNe/TL5b+Qx5rwt/Hfm/1j65MFMrF6Er2Uifglz5YaPUPlTH9E1K5l4EZzHUQDYM6YS+dLQXBQgHX4PrTuwXj2D6fXG93fAnYNxpQaXdPhdie854/eR6/ehmLfDyPe72vclPHemCo2bVfVDnV9EpKg/J3HXrX4UOBgocJu7vw18iFh/8UtVNSwinyRWMK0HPqGqzXHO1dlMPgeYp6rr3fAex4rIqcAvgQBwiar2PlFShvAKVNqKV2y87GuqgH0ZCfR8+4yqw+pQIU80z+WN2klUPuej4rktOLV1RAMBAPYcbnHVhQ/ilxCX/aRv8bHLy9DxVbSPLaC9ys1QKh2cUUHGjGrk4NLdzC/czBz/NiZ52mlybK5aexEdT4+ial2Y/JW7iGzZtvd8zgnzqKp/agBXaOjR+pFj+fCxb/C5TReyrbGE5464k1K7oMd+myKBfmt8cdIJTGM5AHo9LPjq1wnMitD88WMJfryBP25+P55flGG9uazHsQ1HjmLO4ZvY3G/11JEOv//2gb6NnEyF178+71m+OqArNPToq9+DA+g7bfw+PP0+0vJ2GB5+z10aTHjuTBUa/wucnuR7X6kHTgP+ByAilcApqnqCiFwNnC8iDxJb6/p9wAXA54Dr4pwrQmwKoN92BrgFyXjH/hD4ALHC6vcYhJrSs487N+n2F167Len2o8+ojRsuxObjshHsLn1TEjVVhDVKqxMkoA5rQzN5t3k0O+qLGVMTIbK9ev99ix1OzltHXh/mWbUrK9GxFXSMKaCtykNHpRCoUCKVIUorW5hZXsPhRds4LHcrM7x1lFkW9Q5cvOIy8v5RwujNLVhvryMS2L+gtP4SLyU3DvMhdi6Sk8POL84n5/Qantl2ENHXS7n/c3+g1M7rsW9Yo9zfeBTw8KBoj3t4O1//4mLWHjeaJ7YejO+HxbC4Z4by801LONi7mEWBQh4ZgN5w9vvNVuIMFVLr9XML3h0xhcYD9Xt9tGd4f0mn3wfqdQB7TPzwke73kZK3w/Dy+5FntCQ8V6YKjd07ZfWrk5aqBoCA7HtYjgZecD8vBD4BrAbecWshFwK3ikgB8AhwLnAx4FfV64Hdsn+n35lxjs0DOlS1BXhdRH7Tn7inC0F6TODaSfcMBeDtUJSfb/0wGxvKaF9XQtlKGF0XJff5t3EA8foInjqX9iovVTP2UGnJ3jfbuPo+LzJvDu2j/LSN8hCoEALlSqQiRGFFG9PLaplTvIO5uduY5dtNle1gY/FWqJArnrucGXeF8FZXE9myrUfH14ZLj+PqEx/mjpsyMgnAoBI9+Qg2XuDlguNf44Hl85l1fSs7ftbAXF/8R2NZyOHuNxcwGIXG6MlHsO4CL+sDVbyyZxotbX5az89l6uL995Oj5jDf9xZLQ3DrzpOAdwesPdikw+92goEB6fD6GDt3EK9W5uiP3+vaetbG9Ffb+H14+H0k5O0w/PxeEy5MeL5MFRqfF5F7gUXAcewr6A2UEqCz6bkJKI0XpqqtIvIr4DagDPjgAZyvtEsYdB1yNAQRIEf23eZ4GUknUXV4LzSGt1dMpnCTzZS3OrBejL2NdD7UVlEBO4/3EhwX5pNj1lJk+ZOfM99H7bwCAuVCsEyJlIcoKm9jSmk9BxftZG7eNmb4djPWDuEXi21Rmx9sOZ/ND01l9hM1OOs2EYn0nLmq7rPHseBzb/LxovXc2d+e2kMAa+4stp5TxuhTt3P9pIV87flPMvPKJTjAffNeA/YvJETVYW04wJdXf5pJ/xX6PkFDcu2fjF/EL1ecxT1H38HRObHBTeFLosx85At7R93VH1LAY+0F/GLt2TQ0Dc0O6mnxe4KZytLhda8M70LjQPzua/z7oGkbvw8Pvw/nvB2Gr9/bQ39LeN5MTe79QxGZB8wAfqeqKwbp1I3AOPdzkfu90f3cNQxiNZF/Bn6sqol628Y7tqFLGAyjkd+2WETdpDoou6MdrAyV0+z4WR8YzfZgKa/vmkjRepvCbVG81Y10DrWw/H6s8jKajp1AaFKQqspmJubU9aoZ8UPDwYqWBSkpbWNyST2zCndzSF41M3y7GG0HKRSLGke4se5Y7n/tWGbd0szYd98kGu453YJn0gTe/c5YvnHy41xWvIYCa3j+iEZPPoIdJ/opOLaGq6f9CweLH//pUmbetAiAtiencohv+X7HtDshng8UcfXbl1B6bwE5j72eVGPjb45j6nd7ri7QVfua6f9klm8nFy78EmfPe3tvhgKxvlHrz72F2Y1fQsLwwbOW8MNVH6Lo70VM2RVgqK/7mW6/G68nZjD8Lk3JpyAxfjd+HyoMd7/n7Emsm5FCo4hMJNZXsBD4lIhcoaq3D8KplxAbmX0tsT6Si4G1wKHuCjSdYbj69wCfFZH/qmq8jhs9jlXVdhHJdZu4DybW/D1kEaTH22eHhgirw0Ots7nhnVMINfgpXWFTvjLAqKYOdPUbaCRC17G5m645nENPWcesvCWcVPQe5XYrUz3t2NJLFXquw6hZNUwpqueggt0c5N/JVN8eRttBvMCWSC5/rzueZ547nMq3lIMXbSeyLf64ol1fW8Dsj7zHI+OuZ6bXh1f6N/VMJrDy84kcMZPaubk0Hhph7JRajimpYWd7Eb/920cY/+tFjGIRzomH88nbHuOSwrfonHs/qg6bI+38fs/pPP3C4Uz/Vyu6JHGBccbcNh5/8i1sWc4bHw3z2eu/xqi3OmLacyIcfvAmvjrmVcrtVq7425eZ9HAT03+3iz+OXUS8ivM/XngX5VYb124/kzG/9CTVzjQZ9bvx+l6M39OD8fvQYMT5XRP3Jc1U8/SdxCb4vllVoyLyceCAC43uQJUngMOAp4BrgJdE5BVgK3C9O3r6NuBlYrWEnxCRCcB5wNnAKuBHwPdF5F/ACcAMEblWVR/qfqwr/UvgGWKjpz/dryuQJhyUdifU5btDixMhoLCuo4ro9jzyaywql7bAG+8krDbVg9q4bfLD5IjHXfrIonMOqGQU+IL834TlTPXVMMFbR6GEaVcP9zcdzp2rjyP/hXwKdkaZsXIX0fWb4i6hZM+YypofF/P7Y/7O6bm1w+INVAvzaD7vWNpGx5bKsie0c/j4LVxU9h73bj2GmlfHsPOxXHTpKsYT64C++6sLeOJb1zLGU0BnhtLqBPhv63h+sexsyh7LZdq9ryWYiGEfnT8kUXU4zAcnXbKEPR8p5JPlK1mQu4nxtpeTV3yS0rPXMZFF7PrKApbP/gfdM5RO7aZoPmeWbGLnX6ZRtGRxfNEhQib9nq1eB+P3TGH8nhmy2e+ZKjTaqvpel0En/ertqqpheo66fp0uI6Dd/e4hVqvYSRP7+jH+1/1DVT8SR6P7sajqQmLN20Oed9vKOWbJpYTDNpGIjUYFp8MDESG32sP45WF8DR3IW+/uZ1bxeNAjZlN3WAFtY4QPTn+DHPEkHfQSD4/lUBsuZEXzBF7fPJkpNyq1h+VhRWDMzgh5G2uJrtlI1Ik/52DzJ45l0pfW8uKEvzPGzsMeJm+gueM7+L9rnmFGzm6memsZbUfJE5uzVn2c3DM2MZFN+13v0BlHsvDb11HRZeqFDeFWfrrjLJY8eSgz7tlBZGPfenG0q8OmcCurwxXcs3sBreEc/jPjYXLEC+TTEG2n9Ox1e/df+J3rgP37bHXVrlweYedPFlN0/9D+AYXM+j1bvQ7G75nC+D0zZLPfM1VofE5EbgHGisifiNXaGVKAp8ai/NZ8vK0RPM0BJBxF6ptw2tpxWvYNq+9qcM/UyQQnlrHxAi+3fPB2pnkbqLI95PVjJZL2iJeH1s0hVJOHf5dN/aFK0ZYIeZsbk2YoADu+s4ArP/0YnyleR541OCPJ0sUEbyvfLF1HqwbZHXW4veEI/nf9qZTd2bMPCsAPbr6LCjv2YEfVYXEQvvzOFeT8q4SJ/1jU6yL2XfEKTPTkMdbTwj3AqtUTyJnpZUO4lau3nk/LiftPV1Pa5e0+njbAU6OPp4L4cR9KZNLv2ep1MH7PFMbvmSGb/Z72QqPEqhcfIjaA5Flgjaq+ne54pJN17xZx9vwzk+7z2NKBzHqXGIko/poOrJYA0tSCBkNEGpJP1hqYXE7zJB++qlbm+Brc6vT+EWz34VlaSPFOpaA6SM6WeqLrN5FklSIAtvx0AT/52P1cUFCLV5IshDlEEYQ90XYuP+sKnJXvAVCW4KFcd9MxnJa7HIjNz/VYezHffPWjTLvDwXr5wGs7vFjYYmFj8bfJT7Fy7JO80OHn19NOAGIZSvXVCwhUKNO+/Rqz//4l1n76Lz20vSvX7L1PenY99efOpOyctb3qZ6vfs9XrkL1+z6TXwfg9U2Sr3yEDhUZVVRH5paqeC6xMt362IaEQ1qYdRBuaIMmbXyfWvIPZfJnD+2as5PTS1ZTZOQPS97bCuOdb8GzdQ2TX7l4zFOieqQzpGY2S8npw9N4MJRkPnvMnwE9Yo/yntYLvPXsRs29qJLq69we4N3LEy/wcmPu7zzOGRXvDF3/lD+SKj7O+fQRTvvcaf/7QBMrtVr737EXMuqUZ5+33yHu5givGxOame3/uWwDMvPczTL+456SwQ4VM+j2bvQ7G75nA+D1zZKvfMzVzZpuI/EVErhCRy0Xk8gzFY8SjkSjRuvo+ZSh2ZSXNMwq5eO4b3DXxZT5ZWOf2k+g/VlM7vPEOkV27+7T/zqsW8M2PPMiHC/YM+0zl7h3HJ90ePPsofrpxKXN9fqLq8ER7Id977iIO/t2eQclQunLN5+7f7/vpV3+dmf/+IgCNnzqOPeHYLFJWYZhtP7H56vr3+HjVG/xx+my+fetncFBssdhw6l3cvOUVZP4hgxq/wSKTfs9mr4PxeyYwfs8cI9nv5CXuqpCpPo1PZEjXkISdH5lB8wyH2f4dg3dSVfo6P2vLR4/lgk+9wMWFm8kZps0WnSjK9r9PpZz4Gapn3FjuueV6Rrn9XBYH4euvfpzZNzYS2bg56bkX6gMHHB+v7P+jUv5KNcUbSqm98jiO+MzbfLt8KQWWn4+ddtfefQ6++XImsIix1y6i9ssdnPzaF/G/VsC0/1uHLl11wHEYagy637PU62D8Phwwfh88Rrrfaf9/CbXSWmgUkenA1cB44D3gN6rat9cUQ0rxjB/H177yAFN9ezjM10H3mepTjT1jKqO/tIGryt/q14CboUaLYzHpjsQdi0v/3b43Q9kUbuXL71zBtLucQX8D7eQHKz7ERN4B4NR32ri6PNbPankwyNrwKAqsWPOJ1WXetx9dcj93/WIS1d9dwIVXHcPkf7/OQn2AlX+EC179HCR/0R7SZNLvI83rYPw+1DF+H1xGut9LDqpIqJXumsY7gW8By4GTgJuBC9IcB0McopUlnJO/iVIrFzsDS5W9e00pL0/+OwX9GEmnvc5slX52bi1nUpLtV1S9BMTmyvrxjrPI+XcJ1ovJO0X35w20k2BHrBlqx3cWcHX5zXu1/7DrA7z+3CGceMl1VHRb1/hjhQ18bEcDsJwzxs7bT39DQ3m/4zIUyKTfB+L1aMLFqzKL8fvQZrj6fSjm7TDy/R6MJi4aprtPY1hV31DVkKo+Q2xtZ8MQYM2V+eSJN+napami7orj+NMJ9zPGzjvgY8MaJToEMxZpTr4EVEC9RNXhobZxLHnqUIrvTV2GAvDGKTdiz5zGaR+NrTPaVXvab1exIlSOV+yE998zumq/71+b8dyA4pNpMuX3gXq92QmkIFYDx/h9aDNc/T4U83YY+X6vymmJux+kv9A4X0ReEpGXReRl9/vLIvJSmuNhcFn/x2NpfXIqPzj54f0Wvk8Xlt/PqE9u4fTcxgPK0KLqENQwDU6AoA6/Re1/v+UDbI208/MVZzHlH7uS7nugGcrWcH6PsAo7n+uevpd5+Vtj+3TRjjY3c7Av+Tqzf3njP3s/n/zsN/lUUW2SvYcumfT7YHh9XWRgA9MyhfF7Zhjufh+OeTsMf7+X24lnjkyri1S1JJ16ht5Rr5LnDeO3whnR3/rNI7hj0o3u0lV9I6oOEaLUR4OsCRfRHE3+1jcU2bpoPNcVnU7B0wVE170zqOcOvKucMXbe3u/2QdOpPbaS+jlKwVYL75f+CZQTrM3FKYF1fzuCiZ7lSc850VNAdOd099vDgxrfdJJJvw+G1xe1zQC2pC6SKcL4PTMMd78Px7wdhr/fj06yr6imr/pXRH7ULagDWKmqI3o0tYjUkPqcfpKqVmZIO9P62aodV9/c8xGtnWn9bNWOq2/u+YjWzrT+kNOG9BcaT+oW5AdOACpV9fNpi4jBYDAYDAaD4YBIa6ExYSREnlPVUzMdD4PBYDAYDAZDfDK1IsxeRKSYzE0ybjAYDAaDwWDoA+me3Ptl6DGGPkJswm+DwWAwGAwGwxBlqDRPf0VVb8x0PFJFRZmtkycMbKqMNZsTz9AOEOhoIBxq6zE/gbc4V/2ji7HFwSMOIopXotiiWDh4JYqFYouDhcb+JHaahqif+lAeliijfC0UWfuWKgqrw7q2UVjNFqLQXre9Nl7HWZ/kqJ+eUwT0lXFz2sh347OytRwRJccTIdcOY4uDo0Lt9iChpo4eafdJjoYJHZBeIaV7P1sHeZie0wxAhzpsD5USiVrkesK0tOWSs62NAG2ENNhDW0TS9WD1uO5d/bb07eABnayQUpwZPmblNgIQxmFPJJ/GYC4iis+O4qyJTcfQQkPcez7S/R5qqScS6KmdDq+3RnJoWbsn4bM20v2u2nMOlkz6PR1eB2htro57z0e63zOZt0PiPG6k+z3Rcw5Dp1n4XGDEFhonT/DyxlMTBnSOUy+9Iun2pa/Fv3yFYws4865zKfF2UOlrwW+FqfC0UGh3kG8FKbfa8EuEPCtCnig2kGfZOKrcUH8k9713JKowqqSVitw2AlEPraEcokEfk98so+KdCBKFVx7+TtzRXH7yOUZOO+D0Wn4/TJ/MjveX8ca3byaqDg5KUMPUO8q6cBkvtc7iqerZ1F15b9xzHGimcrpcuN/3Hecv4I2v37xf2KpQB+f/69sc/p3XQOB1ffbAEjb49LjudQ0OU+/7Bk/M+TsV4w9sndlj5DT2fGABr33/prhzq/2rtZg7Zk4BYKE+EPeej3S/r3juT3G10+H1PevLafnKt+Ne9yzxew8y6fd0eB3gxae+G/eej3S/ZzJvh8R5XCZJh9+TPedDpdBoSBF+K8yM/D2Uedqo9DTjlSiVnmbyJYRfohRaUbyAVwS/O/mrV2yiKDWhQsK1uVjtFnXvFdAQBE8AfI1KTlgpqQmRUx+MLVw/iHjGjSU0ZRRt4/1YwX1zdwU0Qm00yqrQKBY2HcLz22YQWFuMp2Nget0zlE4mPFpL+1dDe+cZa3UC/Hjbucy8uZrEU58ODZZ88Df0Xn8Rn7GPbaPjmhAF0nOd2I8UNDFx41J+PHX+wCKYItLhdwkP3lJ+B+r18jUDn2vD+H1/jN+Hrt9N3h6fVPv9zCmJj++10Cgi5aqafDrxPpKgTyPAoYNxfkNPbFEK7QB5VpA8K4hPovgljF+i+CWWodgieMXCcsdFWVhEidIR9WIFBE8HeFqJPcACkXwh4ggqXiL5dkxoycDjauXlwdSJtE0qpGW8h/Yxgh7cQoQoLU6I3VGLpYHJPFk3hyVbJmGvz6XiPaW2NTWPeXT1WsLEmmyi6vBo2xg23D+TUZsXpUQv1Rz84I94ev6tjJ+QfIWCyJZtBDTK6x02AfVyTE4dFfa+ZqijcoTNvzwOrhnY0lepIB1+d9baA45nf71euqJhwNqJMH43fh9qfjd5e98ZTL+HxiXudtCXmsZ/AGf2Md698UKC8BcH6fyGbvglxEH+HRRaAUqsADba7e0zliF4xe6SqQi2CNXtxeRVW/haFG+rgyeg1B1sM+HUrUwsaKAj6iXkuBnKfxJEoI94pkwiOKmc1nE+2sZadIx2YEwHR46rpiYaZGOkgNfbp7Fw92zW76jEtz6XwJgIv/7k7Xzznf6/0yR6EwW3GcVlVTjE956/iNn/fA/n8ENY81U/n53/Cls/MXxWLFh9/s8Y735euWUsO6KFHOFrodTOwx6zft+OItzacAQvzt23wP0dW19hTbiY76y+gMjCCio+uIv1DD3S4ffVKwe2/vNAvH6or4Wq8b1rJML43fh9OPk9k3n7CQVrWJikxm2oMZh+9+T9NqFOXwqNO0TkamAp4ACoan9Xb1/Yz+MM/cQjDpV2C/kSodCKYgH5YmGJYCM9MhMAWywiGqU1lENOo+JrcfC1ONiBKNFci6smPcUpuQE384kd2993Uc/oKiITR9E8Po/WMTbto5VQVZiSqhYOqdzFcSUbeD0wlhebD+Ll6ml4bIePHrqUX5329r5zHODMUckyk650nDoHv7zM9kgrV66+FF+dzRHP1vDdiscpsGKZzoPDc2lUZvvymE0UyAMgunM6l209kR3HtrD9u8fx4tx9b9ye0VV8fuNFhE/eSQVrgbVsOX5OZiLeC+nw+9E5Lf2L2yB4nX4MPDB+N36H4en3TObtw5mB+n3dlMS/6H0pNG4htnLL8e53BfpVaFRVU6OYZiyUQgnjFwe/CBZgieDFxhaJm6F00hH24G9VrCjUHeIlWOrBe3Azoz0tWPgOaBH67tgV5ej4KtrG5dM6xkN7lRCoiuIZ1cFBo+o4rLSao/M34rdC3FZ9Eis2TKCsspmnD7ubUjuvTxqFlParo3YnW8+2qI8G+fKmCwhFbJ695DrGewqIPQ4xNG5vi6HP8mCQ+ZO37f1eXz2OPRcWAS2Eivelac+XF/DId66lxPLwjddPY3nNOI4bvYkbK29hdgbi3RtD0e/p8DoYvyfD+H1k+T0dXg9rNPEJhjgD9fvOS2sSnrvXQqOq/lREjgXGEFu5fQCNI4Z04xWotBWv2HjZ11QB+zISIG4G0daRQ9nuIKEiLzmn1HLD7AeotNuY7vX0P0MpL0PHV9E+toD2KjdDqXRwRgUZM6qRg0t3M79wM/P8WymzA1y47Apatxfhr2rn/rl3UWr3f4qHA6H1I8fy4WPf4HObLmRbYwnPHXEnpXZBj/2CQ2DKqv7QNUMBKBtXzcmnj8azvZr5J66hgdg1eO7q3+1N920TXuWn/oN5YOM8vlb5fAZi3TtDye/Dxetg/G78nj1+76vXN0UG1iyfSQbqdyvJy2FfBsLcBLQCp6rq/0TkNuADA0jPoCEihwK3AlFgPXAl8BIwB5inquvd/Q4HriWW3t+p6mNxzlVBrFAcBpqAj6pqh4g8BJwEXKiqC919JwF/JtZWdK+q3jHQtJx93LlJtz/32u1Jtx99Rm3ccAG8YmG7/Vg6iffmCfuPZrMsJZLrIZxvMa20lpNzHSCX/mBXVqJjK+gYU0BblYeOSiFQoUQqQ5RWtjCzvIbDi7ZxWO5WZnjrqLBt2h0lvKwUHRfm0aP/wjRvzwd7sJGcHHZ+cT45p9fwzLaDiL5eyv2f+0PcN+CwRqmP9r0maKgz/dereXP3TDh+LQA3/PaG/dId6xezHniYmQPUGsl+Hy5eB+P3dPh9oF6PxSV+uPF73zlQr9/feBSxIsHI4ED8noy+NE/PVtXTRKTzVWvgQ6kGjzWqugBARO4C5gHnA917cf4A+JCqJuvF3QCcoKqOiPwYOAf4N/B54HPd9v0lcJmqJq7DHSII+zdV9Pb22ewEWBIsZlekmGPGb2HJlRMp8Af52Kg3+qfv8yLz5tA+yk/bKA+BCiFQrkQqQhRWtDG9rJY5xTuYm7uNWb7dVNkOhVYOYY1y/g++TbHjUHh0Y1oylejJR7DxAi8XHP8aDyyfz6zrW9nxswbm+uL3cVkWcqhrS8+Pe6o5XS5kVf0YGuoLqJx/CGsvL+Cjiw7nmRNuZEqaCjCDQSb9Ppy8Dsbvxu/Z4/f+eP3uNxcwUgqNg+n3vhQaW0XkGNhbY9fUjzinBFUNd/kaBLap6m7p8sYlIlOJdVR4QERCxAqAbcAjxCYVvxjwq+r1Xc5lA+tcjZ3dzucFJgF/FZF84CuqunbwUzc4CJAj+25zb80OjY7DG+3T2BYo5fTS1fxh3FPkWV482PRnqfJovo/aeQUEyoVgmRIpD1FU3saU0noOLtrJ3LxtzPDtZqwdotjy4RUfWyMdXLz60xRt7KBlkp/X5v2zX9p9xZo7i63nlDH61O1cP2khX3v+k8y8cgkOcN+81+j+9h1Vh7XhAF9e/Wl8jX9PWbzSRWfn8aKcAH896c9UnepwyQc/g7PyPT7PCfxh82sc4svlpU1Ted+UjRmObXIy6ffh4HUwfjd+zx6/D8Trk/4rbE1ZzNLHYPu9L4XGzwDfBdqJFbCuHED8Bx0ROQ/4FbAWiDc+vwo4CJhLrJn5+6r6VRH5FXAbUAZ80D3X0cDNQAD4fQLJCvdc04FRxJq9zx+k5KSU7hnKqlAHj7bMpT6ST9DxEHFsPFaUYk8Hk/z1VNrN5FlecqT/y2RF/NBwsKJlQUpK25hcUs+swt0cklfNDN8uxtpBSiwPORJ7eP/cOI0/P/pBZtxZQ+PhfuxL9gxowE0yoicfwY4T/RQcW8PV0/6Fg8WP/3QpM2+KjSxre3Iqh/iW73dMuxPi+UARV799CaX3FiBNw2cKEog/ujBwztE0T/JwdP4yJnmEY16/kvErV7FQY/PSzZ0UG313sHd49fFJt9+HstfB+L0T4/eR7/fB8HrOY6+nJG6pJB1+70uh8STgh6o6wLnZU4OqPgw8LCI3EmtS/l+3XZqAJaraLiLPAd90wxcS65f4Y1XtnEroDeBIEbkKuBz4YxzJRmC12zRdIyLlg52mwUS6TIvTnet3n86bfz+M/F1RvG0OnrYItXNyOf2K17i0/HVKLIscGWAfplyHUbNqmFJUz0EFu5mdW800bw1VdohCyyaowuPtVVz90kV4ar2MWRxl6oOvselHC/jeJ/7Fp4ri913rD1Z+PpEjZlI7N5fGQyOMnVLLMSU17Gwv4rd/+wjjf72IUSzCOfFwPnnbY1xS+Badb8FRddgcaef3e07n6RcOZ/q/WtElQzNTOWKujyVPTQTYb36uzgzFnj6FmveNpuFgZfo/WvA/+gYdj83gvLJlnPTzbzD+r6/FPe+BLlmVCTLq9yHkdTB+N37PHr9ni9ch837vS6FxLLGm3WbgQeBRVW3r09lTjIjkqGrnit3NQLyC7TpglIjYxPo8bnLDPw/cA3xWRP4LqKp2LmjZTIK+m+7gmFYRyQNK3X2HPGGN4uAQ7TL6cU3jKCqXteFZux2nsQmNRCjzzsdRGbR+PYU5AS6asIzpObuY7K2n0opQ6L59XrXzWJ568kgKt8DsV+uIro618m/+5XE8fvG1A+7rooV5NJ93LG2jLdrHOtgT2jl8/BYuKnuPe7ceQ82rY9j5WC66dBXjqQZg91cX8MS3rmWMp4DOTKXVCfDf1vH8YtnZlD2Wy7R7XxvSE49Il35N0Z3TOWPsvL3fKxeVcMvE+zn1B99g2rcWo4B90HTOn/A2N0yfRQWv7X0DHc5kwu+Z9DoYv4Pxe7b4PVu9Dpn3e1+m3LkRuFFEKoFvE2vSLRqQ6uBxpoh01hyuA54WkX8BJwAzRORaVX3IHfH9ArHJyS8VkQnAecDZwCrgR8BDInKdu089cAmAiNxArAbzPBG5RVVvBX4BPEXs+n0lPUntP1F1uLFhBneuPY5Q0EM44IGwRfFKLwVr3iNaV48uOIyGWXk0zYBP5w9eT44yTxsfKnybYkvIEy9eycXB4bu7jmLFTw9n6qYGdM1GouFYeV2OmsMbn/4DxdbAM7Xc8R383zXPMCNnN1O9tYy2o+SJzVmrPk7uGZuYyKb9MojQGUey8NvXUdFl+oUN4VZ+uuMsljx5KDPu2UFk44oBxyvV1EU9HLr4k5w+aQ2/qlrE+j8ey/RvLKb2kZk8Oul+aqMRSu/e97b5gf++yROHlAAkzFD2W1FgiJMpv2fS62D8bvyePX7PVq9D5v3elyl3DgIuAk4BNgMf7fPZU4yqPgQ81C34I3H2+3/A/+sW/EH3//+6fxBriu9+7FeBr3YLexE4sR9RzggRoty59jgq/5pLTl0Ae1ct2txCtLmZzulL98zPZ/wFm3hf4W6Ozd1Cf1aeiEeeOIz35LAypCwNTMZR4b5tR1PwVRv/uqU4zv4TqN7+n78M2o/oBG8r3yxdR6sG2R11uL3hCP53/amU3Rm/ev4HN9+1dw3OqDosDsKX37mCnH+VMPEfi4bFQvYAdat8HPN/q1g3uoqz77mIr3zgSfLeDXF87mucu+ZC9NTqvfvaM6fx4HfKyGHJiKhxgcz5PZNeB+N34/fs8Xu2eh0y7/e+NE9fRWzqmV+rDuMp0jPIuneLOHt+8uW7H1v6SErjEAh4ydnTgb2ngUh1z74L4UI4qHA3M3J3kyeDV0HfOQXERS9+gZk3BbHrWsjdtIl4Rlp761GM9ywfNG1B2BNt5/KzrsBZ+R4AZcTPVNbddAyn5ca0wxrlsfZivvnqR5l2h4P18uJBi1O6sA6dxbWP3kWV7dDiKBsjxXxz8nHgNtW0fOxYao4QvFNbmPK1ap4cxB/QbPV7Jr0Oxu+Z8PtQ8Dpkn9+z2euQ2fw9YaFRRE51P/6T2NKBJ3VOPTOAtacNGSCqSrTZh7z7HpHA/iOk7IpydGwl7dNCfLTsdcqtIGWWb9C0BeHdkEP+6hz0zaUJ3+isw2bzzlk30nUZp8Hg9eDovZlKMh4850+An7BG+U9rBd979iJm39S4ty/OcGPLh8o4xBcbtVhhw5UXfwqLZXu3P//7G9kdDdLoeNj8QhlPTo9/nv+sn0dz1M8nC/cA4Bs7tKcggcz5PdNeB+N3MH7vykj2e7Z6HTLr92Tj3U90/07o8rnzu2GYIUELJ9BzSL2OrqRjfCFF5W0c7rOY5i0gbxALjQD31B/H+D8n7i+y7YcL+O1Dd6Vkofi7dxyfdHvw7KP46calzPX5iarDE+2FfO+5izj4d3uGdabiP2b/2aeOuGHZft+vq5vDb3afTpkV4bz8dpZtib866AXTl3PZQYuJEMUWi+jO6WzfNjru1A5DiUz5PZNeB+P3TozfY4xkv2er1yH1fi+kNKF2wppGVf1p52cRGQ1MATar6s6+JMowNNgWzuMbO06ieF3894NdJ5fROkE5eczW/VYTGEz+t2oeM9reSrj9pSuv29vfZDBRlO1/n0o5u+Nu94wbyz23XM8oV3txEL7+6seZfWMjkY2bk557qPeH+v6sJ/b7XuFtAQqB2HJad754DBIW5n9wM58p3hXLWHfu/zratXP09kiQL67/MJsXT+Dk9y8n/kQFmSfTfs+U18H4vSvG7zFGqt+z2euQDr8/mlC7LwNhvg2cCiwHDheR51T12r4lzZBpmhvyWfTvw5nw5M4efU3soiIO+cRqrhz9AlM9rdgy+Ms5tavDrF82x+3nArDhvnlU2MsHXRegxbGYdEf8fi4Apf9u35upbAq38uV3rmDaXc6wfwsNV+VzTn4dsG/S3luefj/TifXfqf7KfGZ8ZREL9QGu/EZstv7ozukENYwHO+68bzMn7gKuB2D9NTDx1t/ClUMvc82k3zPpdTB+N37fn5Hs92z1OqTH775J4xLq92UgzHmquneksIi8QmwVFMMwwA5B0RYH3dHzjUwjEUq8USqtdvJTNDP/xtoqxu1KPJz/0HEDr7jWBDNr7dxazqQkx11R9RIQm6vrxzvOIuffJVgvJu8YPRzeQieN2kOOTNwvzNcUu79bf7SACQt7TrO6J9pGabcmpK5vpt2nZJBIape66y+Z9Hs6vB6NrUMQF+P3fRi/jwy/m7y9J+nwO5q4VrovTgqJyAIRyRWRE4Fwr0cYhgxWfRsF/1qM095z+S+nvZ0Vv57HRX/5Fp/Z9CHCKRgc79uZfB74Ha0Dm/IzrFGiCTIWaU6+5FlAvUTV4aG2cSx56lCK7x0ZmUqB9Hzg/3vZ7wA478OLUKvn9reCZXgl/ltoPE47cuXAIpkiMun3dHi92Um81Jfx+z6M30eG303e3pN0+L0wL3F3jL6c4VLgE8TmMvwo8Ok+qRqGBXn/fZ1xv13E8hVTcUhci5EqOl6oTFp7koioOgQ1TIMTIJjkrSgZv9/yAbZG2vn5irOY8o9dSfcdTplKo9PzsZ7ty+N7G95mfv4mNnwsp8f2Gd54y7bvY/3W0ft9v2X8ywOLZIbIpN8Hw+vrIv1fB974fR/G76nH5O2pIR1+n+RrSbhvr4VGVd2mql8Gvg7cpKqDt1yIYeiQobWTxl63iN/VH3RAx0TVIUKU+miQ1aFCmqO5/dLeumg81+05nYKnC4iuG/pTa/SVPSvjj1Q8PKeNn93xSa77wP1AbK3S0+VCTn3fL3td1muKt4Dozul7//r6xjpkyYDfB8PrC1sO7be+8bvxezoxeXtqSIffJcmgKVFNUP0r8hDwKVVtEpEfAUcCDcAuVb26D2kzuIhIDbAlxTKTVLUyQ9qZ1s9W7bj65p6PaO1M62erdlx9c89HtHam9YecNiQvNL6oqieJiAd4D5ipqk5neAojazAYDAaDwWAYYiQbPe0VkTxi0+28rrq3c0JfRlwbDAaDwWAwGEYQyQqAPwIeBxzgswAiMh1YlYZ4GQwGg8FgMBiGEAmbpw0Gg8FgMBgMhk4S1jSKyDXAS6r6ioisBna5+7+gqj9KVwRHAnZ+vnpLypLuc2hFTdLta7ZUJN0eaG8gHGrrMeSposzWiRM8qDtNqqNKm/oIqQcLB69EERSPOFho7E9iY6dif7FTdj2xIIQ1ypq2UVgtFih01G6vjddxtqLM1skTYtOEhDTK5ncKk6YjHuKx0Rwf0RwLxweODyxvlEp/KwVWgK3blNaGcNy0d2q/t62StobtvWolW3MTQAvzsMeGAHDWRAjQRkiDSbWXvh3sQyr3j8P4Oa3kiUWjY7Fncym07ps3S2ybstkd1K300UJDj+suIul6E4x7z0e630PN9UQC8bVT7fU2J4etq1p7fdZGot+rV4bjamfS7+nwOkBrU3XCez6S/Z7JvB2Im7921x+pfleNP99RsubpM1X1V+7n3ap6KoCIPDPYkRvpeEvKmPiFbyTd540r/pJ0+8mf/WzS7cteviFu+IQJNi88MYooiqNKizosCYxlS6iCAjvAaE8jfglTYrdTKGF84lBoCRbgFQsvNrYIFtbetUttsdgZaeWUxZ8jf2EB4sCy266KO5pr8gQvbzw1AYClwRDXTDk6aTq645k0gcC0UTRP8tE2XugYH6ZiXBNHVW3l+KJ17A4X87MPL497bFftQ2/4Iu/++pu96h0jpyXdvun7x3HTRbfzWtsMFh3m43V9tlftHrPt9yEObb+byitz/wvEZvO/vvYUHtl8KD5PhHFFzQRP2sV0gYX6QDpGECYirvZI9/ua//wxrnY6vP7E7kPYeuofe33WRqLf64ivnUZ6XPd0eB3g5UevjnvPR7rfM5m3Q+L8NUv8Hpdkk09Funz+vy6f7RTFxZACOlRYEfKxKWzR6DgEVCix2xjvq2Oct55Rdguj7FZKrBCFlkOeQI5Y+P8/e+cdH0dx/uFndq/p1LssS5at4m7jAsY2EJoTekloKUBoMSR0EiDhl4QkpAEBHEgIgVASCCQEQgnNYEx3xRUX3GXLkqxe73Rtd35/3EmWrLvTqZ502sef+/hud2fembvvvpqd8o5QMaNiFmoXh9KOBnicFuy1Ovba0DsNbK3K5HtlxwEw12qJuNyKzYYyfTKtM8dQP8VKUwm4il0UTKjhq2O/5KzUjWxvy+XZPfNwtwXPd+eedM7eeQZu6eXW7/63R5uLxIVhz7vOmcesE3ay0NbCGEtj2GvXbXYzf+OFNGjhdy4IheP1nI7AuFlqPL/N3swXxz7PurkvcumY0HuujnaGQu+KL/iD/lBofc/W3JD5GHoffcS63oejb4fRrfdwPY3lQojjpZSfSikbAIQQX8E/TG0wQmjVbaxwlpBvrqfEUoWKJEVpI0VpwyY0EhUNM2AWApvwy6HdkQBdnj4745VAqwl7RRvCFzrqv7nKwYFjHZzGrI5j6rRJaFt3BL3elDcWz/hMdKB1nI3WPAVnro5pjJOZOVUsSNvLgvhdlJhaSU9yUDypihtCjA60OCp4+8RHODfgMDo7jiN3AejJqajpaRw4V/Lg2LdJUGwsTq5A3a6zenLoNGvP+D09DzwFJ/fNMtru8pAgugdyvTihiXF713F34dw+5h67DIXeFU9wvQ+F1pe8H1qnsa730yf0MfMYJtb1Hk3f/uKUnLDpRqvew/U03gRcJ4R4XwjxbyHEB8C1wI1DUzSDgUAAKhJF+G98RUjMQscmNDQENZqFMs3Kfp+ZHV6FMp/esUdpu0NxSx+bPS7edZrZ7HHhlv7tx4VXoDg9KE5Pr8qkbd2BWD6Ws7c2oE6d2PVcZgp7vmWlflocjRMVWou9pBTVc3zBXs7J2sRpCVuYYXaSocZxjFVwRVI1alv4KR7L5EtdXnsemM/+spwOZ9L+/54H5ofMY98Nk7lxwfvMtBzuaL86+RDe7Phe1X3qqz/nYFl4ZwTg21+GS2q836byptNGrdZ1n9djrILS3yzole3RwFDoXeiRTykaaK2nbet5/lSs6t0ztne2RwOxrvdo+vZDty6MuN7tjAa9h+xpDPQuXiqEUIBMoKZTrEaDEYJNeJhkqyBdcZCoeDEjMQv/HIP1ngxerZtLgyeOJk8crR4LE5Lq+fHYt5lmFh1Pn7u9Ot/8/Br0bYmo05p5ce7fsAkwNyuwpwzd5wtfiCDs2pzP1HPe4ey3t5KiKCiBTdhVVnH6lm9T6clCZLdRnF3HnLQyZtrLOOhJ4/HaE/lj7meYxeEbXHG4emW7+M7Puerl67l25yv80jSBre5DnBa/mzzTRibEL2bidWu6XF+01sb1Kc/waNnJXJ+6g84zNPTIR2UA2Hb+r8gLvN+yP5cKLZE5lhZSVXvXuTFC8HjDHD6aeXgbrScPfMoObzJ3bLsA37IMMs44RO9m08Q+Q6F36e7dQ9JAat26Ynuvv5NY0bvJfm8vax77xLreo+nbWwt639wZDXoP2dMohHhICHGClFKXUlYFdoM5QQgRfFaswbDEJHQy1RYSFQ824Xco8ULBrqi0aHFsa8hmW1UOe8qyOLQvnc1VudRo8V2GK2q0eLTtieQtd+PbnuT/jEB1ge5wIN29Wz0GUHzLKu4rmsEpb/snMCcrcSQrcSQoNj6a8RLT5pQyf3wpX8veRra5mdUthfx73xzeWXUUjzSUdMlL6r27uaXPh1ixiccnFnKMVXB18iHyTP69Ofed+ziZK1Iwjc2l7nsLuHrnPu7KXsYvvzwb5ftxzFpxFW7pRZM6Tt2DCD2ds0emWOycGqeRqtoB0CqLuXz1lQAc/PGCLg7FlJPNdXsv4r6iGWScs5OcP66grnl4PolGk6HQO70MUzaQWtedvZ9DFSt692nGdPojiXW9R9O3m1pD778cCbGq93BzGudKKbssC5NSfiKE+M0gl8lgAFGQJAovNqFjE/5Vc4oQmFHJNTdwTOYBapMSqHfbafVYUYTkvtIzeEA5PNxxoDGFpH1grneSssPKVZ9dgWLSyd/g7XO51Ix0ZF425gaVCk3w6+o5pJsdLIzfxdFWF+dlbfSv+FPaePjgIr4sz8G0x0bmLnjjtZP589lfw9KgYG0AuCeojURSe1wxV+pzctpnNxC/xs6Yc/fz34mvsO6dqYwrX4GlZRw24WXxnovJ/KUFbccWxl0E53KMvw4lhUj1+T5/BxvdbuaOL+v4XF8+luoLk4AWPMmHHXX1DQv53x33kaKYuHX1qWysGcuCnH08kvkYU/psPTYZjnofSK1nsyKknVjXe+UV4UPXjEZiXe/R9O2+6/sX2SZW9R6u0RjqGxv0GEFCiFzgDWAqkCCl9AkhbgfOwx/24AoppVcI8R3geqAe+LaUslkIcQrwG8AFXCalDBrASQjxGnAicKGUclngWLe0QojpwGP4p498X0q5OVC+5wAb8PP29MMRs4BMVWIOrJbzH/P/P8fiojDzQ3RAk+BF8NfaE1j27HzStntACKQCmS4d274K9Opa0nYfIO1lkB4Psg/D0mp6GjIvG2duAs5sE950H7ftuYjdlZnkZDTRmm1FSd7MLNsBslUPu71JbPtiHAmlKqk7fCR8UYlvfxnFy0DNzESrqaG0H9/PDwqOp4iNAMglsPCmW3BN9tH8rfm4v9XAQ6VfxfTrNJTPN3RL23B0FnHret/L2k5nhwKQNrackxblYDpYztwTdtAAtF48n+V3/oFU1f+0/ET+Z/zSNpWX9s7i5swP+mw7VhlOeh8MrfeXkax3ZfD/9Iw4Yl3vpf34bvqr9Rmz9/XLfqzqPVyj8VUhxF+A+4FKIBe4HXh1CMpVD5wKvAIghMgETpZSHi+EuBM4XwjxKnAd8BXgAvyLdO4HfgZ8DX+D8yf4G5XBuC6QpjPB0t4DfAv/doqP4m+4/hj4KbAZf+M2bKPR1AYZm8J3s5+14Jyw5z9c+UTY8/NOqw16XOCPx6UiUMXh7nYFQZywkGDqunoryeQirlYnbm89Ms6CFm9F8fiQzS3+oYo+omZmInMzaBuTgCPbRFumwJUhQZXUOOI5ZsJ+ZieVcVTcAXJUB0uqT+WTg4U4DiSRvlGQ+qUDdcMOfK7Dc1wu//RzVrQUs3oAFxGPff0gt/xgFTsX5PD2galYfpYMq7o7lXv2rWWqeRVHn9YycMaB4t9t4/OqiXDcTgAevvfhjuENaI8Jtht4nYnBs4g6o13vg6n1HUf3vXc/GCNJ78ORodA6gDom+PFY13s0ffsKVyL/GzjzwMjXO4RfCPOQEOJ0/I2jHPwNx/9IKd8Z7EJJKV2ASxy+CeYBHwbeLwO+DWwDvgj0Qi4DHhdC2IE2KWULsFoI8XshhIp/D+2rgOnAGVLKW6SUlZ3yJ1jawKk0KWVZ4JrkwLGZwM1SSimEaBFCJAbSDTsEImgAV+geZgHAK1VUD4g2NzUnZFN/igvZlMCkv2RBXT2K3Y7jq9PRLIKUVeX4ysJH4hcWM2LWDJxZNhxZJlwZAle6xJfhITHDQXFaLTOSK5gZV8ZkSxXZqk6iYuHdnVOwfBlHWqXE1qSjbt6N3smpyIVH8c3EjXwzcS1P5A/M3D7tpDnsusDMblc2n1YX0eKw0Xp+HIWrjqjTMTOYa1nPOg/UeHu/C0IoFokL2Vo/hob6BDLnTmPnVQlcsmI27x3/CBPMCQNmJ5aJpt6HQutFD10Ht7wUsgy9wdD7yCfW9R5N3/545YlA7xeehSJW9B5uG0ELkA7sAF4DXpfR26g6BWgOvG8CUkMcS+10DECVUmpCiNuAvwBJwFkhbHRLG/i/853X/l7t9F202x6mjUawisM/czBH0hm/U9GRbg9NJfDG8X9muXMSr7z0VVRASU6i4gQFLUlDKnmkvOsATfN/C0HQ4i3UzkrAnSxwZ0i8mR6S0h1MSK1nalIlM+1llFiqyFU9JCsWrMLKe21xaC1mPl58PxnqYafxtYuuQHy20V+vFZu4pfJoloz5HGtZ33tAAZSZkzlwdho5pxzkF3kr+M2mM3l23pPMs/q3ifJepjHxf9/vWHlXPy2BN50J/HrnWTg9f++X7XbaQ0MkWV389cQ/k32KzmVnXI2+5Uuu43geLF3JNEscH+8r5CsT9g6IzVhkKPQumoLnORRaL751Vb+GzMDQeywR63qPpm9vaBq4hYaxpPdww9P/BlYAG/APAS8iejEaG4GxgfdJgc+NgfedjzV0Ogb+IWWklFuFEHHAUillKBUGTdvp/87vO68hbLc9LKnXzPyzJQuXtOCVKolKGyfElXZ5snFLL685Mvi4aTKrqwrwjjOhmQvR8l2kKDr55jpqZtnI251Hw3F5KHlOUhNcNEzJQNEmInTg5eD2tTQN09drUKQg3+4gweymOL6GafZySiyHyFXdpCgmrCIOBcGTzXn8fvk5/Om0v3dxKgDv/ucZTsud1fH5vZfmwY2fM3Fm+BWle3+/gMIfd4+yr500h4oTbCTMr+Gu4n8z2VLJhcuu56xZmzucCvjnCO0+5zGmNF6P8MIZZ67lZ1vPI+kfSVire/4NjiRYsFnX2fNoLjAxL34DBSbBsasXk7dla0eg2pkF/tV3U829C0Ex2hgKvWvvxQW1PRRaX1qxMeRQZTuG3kcPsa73aPr2CYdc9KX5Fut6D9doTJZS3h94/64QIpobIa4FfgDch7/xugrYCUwPDD8vAlZJKZ1CiDghRAL+eYnbAIQQZ+DvZ14khHhCStltQlSotEC9ECIPf4OxvT9tsxBiAf45jUlSyuYj8xsuVDSn8oulF6K2CUxtAk+qzuJT3+fO9F0d11Rpbu5cfglF//bBBCu2C6s5OXcHxyfsJEONY6GthiuveYtNl+RzdNw+jovfSbziZmtRHgfOTwdgRYhG49T4OpbPfB639FGjS9a6xjHZUkm26uniUOr0Nhb+60focTrfP2kZi+JaAHPwTIGDP1nI1hsfDVv3kpkO3npnParYyJpLvHxvyc1krW+jdmYcjTN8zJ66j5vGfEa62so1f7+BgtebKP7DIR7KXUGw3TIfuvBp0hUH9x08nTG/MSHXrgbZ1t0wMGemhbVLxwFd9yZtdyhq8QRqvpJDw1RJ8T9bsL2xhrY3Szg3bQMn3nMreX8NvpVURl5F2DqPdoZC7/u2tga1HU2tg6H30cho1fuQaD0Mo1nv4RqNhUKIX3X6XNT+WUr588EslBDCDLwNHAUsBe4CPhZCfAocAJYEVk8/AXyCv5fw24HkvwHew78C+rtCiETgDvzD0tOABwLHHwbOBs4VQjwmpXz8yLSB/O4G/oV/JKB9Uc19wD+AuMD5YYvigfgyBbNDYmnRcWYplLnSANCk7r/hNQvxpSbUD9aQos9mWnYpv876IpCDSoYazy2ppZBa2jlnjrNVAH6R/y6EfQ1JpeahXEtglzuHVc1FnD32IPaAQ1GFwqmXXY0nyUTRKyupvmEht39jD+GcCsDGGx6hp23QRSB/TeocZYETL1tL9cWJfCd9Cwvj9pGnmjlp03dIPWsX41jBoRsXsnHKP7vl26q7+G9rHk1aPKen7KPyL0UkrV0V3Ggn2x3fQWVxl6fozBUpPDbuBU756a0U/WgVElAnFXN+/mYeLp5MBiu7bYVlEBlDofd3TcEbTtHUOhh6H42MVr1HU+vt9ju+h1Gm93CNxvZGk8TfYBqynkYppRd/72FnVgP3HnHds8CzRxxbRvfVzCcH/l9LoF5Sypvwb5UYNq2UcjNw/BHHDgKnRFab6CISfVhOrMXtNdPqNpEQ7+LkZP/k3seaCvjDqtMwV5kpfK8JCZhrHLRp4W/q3uDUFd5zTGKLI48tDWM4UJGOLe/DjrAQtZoDc70L0/tbUVNTeeuO+4DQk4LnbtBZN1vpsmtASNtSZ5+3lW3eDJ6tWkir18rLJa9jFWYgngbNSepZh5/Il91xP9B12GSPt5VfVpzJ2nemk7nRR+UvVpH0Qs9OpU4zMX3Vd1hUsIPfZq9g90PzKb51FbX/m8gbBS9Qq/lIfebw0+bX/vs5b09L8ZcjhEPpsqOAQVCiqfdoah0MvY9GRqveo6l1GN16D7d6+iPhX178tpTy9CEsk8EAMtFex9JZT3dMxlSARMUCmHlqzwKm3lWG71DV4YhQlTU4fNYBsx+v6FyZXIopuQxyYcYnN6AtkuzztfJo3Qms/9EcTBvWAaA1NJChBp8/087dWeuY/vz3eLC+mdvSws84MQsYZ7KTa2rhWWDrtnysE83s8bZy54HzaTmh6yyFVOWwbU3qrHLDDV9cg/XFFMb90x9UeWnOcWQQfGihM3VbLRz7ja3sysnmrGcv4savvYN9u4fj4lZyzo4LkaeUd1yrTizi1TvSsLJ2RD+BDgeiqfdoah0MvY9GRqveo6l1GN16D9fTSCCkzC4hxCXAOg4vLBney3uGGWqrm+QV+8Ne46s8FPZ85+7vYOyUdUGPm1C6TTpux+Ux4ztU1eWY1tDAit1zuDu+Bq+uoqGQZnJwduJmplni2Oh280LjsbRpZs5LXc+pceH3FVMQgac/P+a5DVRqHi544A6yH16BiXXM3aDzzdQ1/HjWaUx86zr2ndU9btnEZ75P4fwD7Ng5lonXrWEpSVxa5iArRN0AzCioQkFF4e/jl7Il9x0+bLPxu6LjAb9TKb9zIa4MSdHtK5nyj+vZ+d2/4JUabzqTue2zSyh6Use8ZUfHyid5Vj3150wk7eydYesNoEyfzH1vPE22qtOiS/b6krlt/ALA71BavjmfmjkCc2ELE24u550YcCgwevUeTa2DofdoMBRa9xO8F2q06j3aWofRqXfoodEYIAE4PfAC/3D1VYNWIoMhw+2yBD1ecvl6VnWad6LYM3n++avYNO8FLvjsOoov3QB4+cE9i9lw5R+xK8Hzga5zPwA2zXuBF1vHkv3w4e3QElQ3xSaFg1dNY+L3VlD48LXsvfCvHeeLn7+OortWIoGJHH6Cu/Ir32bX75JJDLHVVGeswsxcK8z8w3WM6bQV26obHyROWDjz9jlM+MlK/nxePulqKz95/yImP9aMvvlL7J9kcM0Y/5DPV+PWAzDxuasD30No9p+XxjSL/wk3Q4XFl16OwuE0HzzwCFWam0bdROmHabxTHDyfl3fPolmz8Z1E/9JVS67xzNYXBkrvoRgKra89/q9EgqF3g1jQ+3D17TB69R4+qBMgpbzyiJfRYIwRdG+PP7//OqcT544UAOybD3fz533gwUv4nsZgTLZUocQffor8aGYcX8+bx5gH/Td8yU2rOS13Vser6Ef+eSalv17Arr/P6Ujn27cfb7O1m/MKx13XvtDl86I7b2Hif34AQOPlC6j2+qMuKYleyn6hctPuL/lW9hoeKp7C7Y9fjY5EFQp7TnmaR/d/CnZbNxvt2I7t2hs25+Gujuj+uhn8vmoRaYqPc+OdbNifFzSfC4o3cuWkVfjQ/JO/K4s5WJYTNLSDQWiiofeB1rpNRPKcf5hY0nsiqb2q+2gnFvQeTd8u5k4La2+06r1HDySEWIR/+8D2sDMNUsqvDHbBDAYXTepMLqjEecYx2Pc2IFqdSGcbWkND0OuLf7WZoyp/wJjVh8NcWreWcdqdtyIVAfwwYtufOEu6bFnleKeQKwtW8OK0saAHd1KmnGy2Xfln1roldzOXEza7aPDa+XnqX7n5kYhNYxZd80//tJzkPanULl7AnKs3c3v6OhIUG9889emOa6Y+ehX5rCD3vhXU3tDGSSt/gG1lAkXf2AXOf4W09X+T3+7yOcPcAvh31BBWK099dCzCK5h7RilXJx9ipsWGVtn1cbTz5OiDPjc/2P11Slflc9JXNwLBVzUadGcg9b69fEnEdgda61ov91eILb2/0au6j2ZiRe/R9O1y3daw9kar3iN5bP0t/pXMr+Pfd/k3g1oig0HHKzV0dJYU/odVDxXg1K14pQkNwSNLT6f4tu4ryHSHg5wl/qfFPc/PIietmfjT95L8z95H+21/4gN4o3wdZrERgKsPHuL0gnlIr6dbGt+hKiYuv5riyzbwevnajrk0Tt3HtpqsiG3/dNN5jMMfbuKULxzcme7fXXSj281ObxYJig2v1DpCRgD8/LIXePrXBZT/eCEX/vBYxv9nNcvkS2x5CFImZQS1482O5+z4OjqHl3js3a9SjP+7Lb9xLiU3rmCZfInFt8Ji/KEb3NKLCTXozg4Txx0ClgCw+y4Y9/i9sDg25skMJgOtdzXk/gDdGWitz338FuC2iO3Hkt4tBWO7XWPQnVjSezR9+wWfXQvHBbc1mvUeSaPRIaVsFkJI/PELjxnkMhkMIA4pWef2kK16GKPaO8SqSckEk42JSV1XmT1R0PNuiEkJbRQm11LV45XBKbJWsQp/V/2R4RUKVyjsCaGw4sv83f+mTrG27IoF4sLvGtAZd5v/Jq+4YyF3pvsDyLbqLh489DVWL5/GCZfd322V3zcTG/hmRQOwkdNyZ3VZAefWgt9CBVnVWMW4Lscsge24Dvx8IfnLujvias1BqtJ1+K/zk+mRIRmEL7Lhp9HEcNP7QGtdmxo80HIoYknvyMiHKkcLsa73aPr2PQ3pIW2NZr1H8lfn70IIG/BH4GOGa5+pQVAO7s/khz+4nhPeu4VKzX8D+le9mbpsbt+O19Pzc0TmuTuoWtD3TXAuT6pFLB9L1U0Lu517KPeTHtNPX/HdjvevO+zEW9wR215z8iOoE4s49RL/XqOa1HnNMZa1S6dTdO9WNnnSMYvgT4LgH0rpTLY1uBNOEN2/2/9e+QcAzv36isCQflfWu9PC2j6SU4/eEtF1o4nhpveB1vr8gtJe2Y8lvSfajekYRxLreo+mb7+5ZHlIW6NZ75EshHkGSMO/jnw+/h1VDEYIotmJ9e21jHtVoTYQ1FUVSsfrSDRtYHuvdm62Bz3+QOFL3Pj9/3Y7fvQfbw6bn1pSSMJbCcxc8y2uPHACn7VOJDnEjgUHvN1DNmSo8dz/7nPMij/gv8bn5J5NZzLhn4fQmpuZagkeyqWdv6w5vF/iSe/fRrrqC3pdo979e5xisfOTPZuZG7+PPd/sHiutxBze9u4DOV0+P5bXsxMebURT70Oh9bPTN4W8Ptb1XmDpuZdstBHreo+mb7/8iF7azoxmvUeyEOYuYDowGZgLvAycMcjlMhhghNa7CfSDzTRLHFf88uvcVwg7rv4LAJW+VvKf2hFyvZ46bRJ1c9JonAQ2KUg2t3Fy4nbeEd3nyQC4tssuMdDUScXUzs+kfoYk4YCC+fp/A+m4a+PQU2DX3+cwzrQxbLnHmRI6DSm8zrwQ11VvCb7KdLbVwXGPXMf9Vz/H4xR2rIDWT5hNkfnpoGnamWBO6DaR2iA4w0nvA6n1SWH+8MS63uedVhb2+tFMrOo9mr49HKNZ70L2sBpPCPGBlPLkTv+/L6U8dYjKFxMIIWqA8BFg+0+BlDIzSrajbX+02g5q3/jNY9p2tO2PVttB7Ru/eUzbjrb9YWcbIlsI4xFCjAWkECIbiHySgQEAob78WLcdbfuG7dFnf7TajrZ9w/bosz9abUfbfrTrHklPYxH+MDuTgC+Bn0op9wxB2QwMDAwMDAwMDIYJPTYaDQwMDAwMDAwMDCJZCPMz4Ew6bT8hpTxlMAtlYGBgYGBgYGAwvIhkTuPXpJQLBr0kMUwgMPqgI2X3aKDpaYoclx/+Z67yBQ+d0E7LwYQebbc2l9cGm2uRkabK8fnmYEkipj2URCjqyl20NHi71X0gbO/YH3wHjHZczga8Hsfg2C4NbxuCf+9qfLw0p6SFTTc9oya87R7qDdDaFPw3j3W9u9oG7zfvSesA+7e2Dtq9Npz1Hup7j6beh0rrQNDfPNb1Hk3fDqF9XKzrPdR9DpE1GtcJIc4DtgASQEq5N4J0BsOAcfkmPno7O+w1D9TNCXv+wztD7KXUiY/fvjPoaq7x+WbWLM3vMX04nmzKCXv+NxdsDHp8IGyf9L3vhT2/4ZOHB832KVdc0+M1Hy39cbfv3ZySxrjv3xo23Zpr/hL2fE/1BvjkjeC/eTQZCr2v/2zwfvOetA6wePKng3avDWe9r1sZfCPiUaL3oLZjXe/R9O0Q+jePdb2Hus8hskZjMnB+4AX+huNVEaQzMDAwMDAwMDCIEXpsNEoprxyKghgYGBgYGBgYGAxfQjYahRB/lFLeLIT4hMCwdDtSyq8MeskMDAwMDAwMDAyGDSEbjVLKmwP/n9D5uBDixMEulIGBgYGBgYGBwfCiL7uX/9+Al8LAwMDAwMDAwGBY05dGo4GBgYGBgYGBwSgj3JzGezhiLiMggKJBLVEUEUJMBx4HNGA3cJU8YsscIcTXgJ8DKrBcSjmse16312RzzBO3hb2m8PHwEZTiHDv6bF8i0aQe9pozx4YPCaGmJIc939D8Za/L1c5ZC84Je/7DlU+EPT/vtNpBs7185d96zEMd0/2YqQ0yNoX/zvtb71C2o81Q6F1xuIIeHwqt+/k0gmuCM5L1Hsq2offY1Xs0fTv07zcfyXoPd5+HWz29rJfHY4EdUsqFAEKIp4GjgbVHXPOBlPLdwDUfCCEypZThI2kaGBgYGBgYGIxwwi2E+WgoCzIckFJ6O310AyYhxPNSym8LIZ4DlkgpPwcQQqjAIaA5CkU1MDAwMDAwMBhSjDmNRyCEOFcIsQXIAj4H9gkh/gpUdGowLgZ2AHVSSnf0SmtgYGBgYGBgMDRE3GgUQmQNZkGGC1LK16WU04Fy4GzgMeBq4I+drnkcmATkCSFmR6WgBgYGBgYGBgZDSG96Gv81aKUYJgghrJ0+NgNtwO+Bm4Ffdb5GSqkBjsA1BgYGBgYGBgYxTW8ajeGX68QGpwshPhJCfARkA3Zgv5Tyz0CrEOKrwJVCiA+FEJ8Ce6WUfV/eZWBgYGBgYGAwQuhx7+l2pJSLBrMgwwEp5WvAa0cc/m/g3M2Bz+/hH7I2MDAwMDAwMBg1RNxoNBiZWGvcTHhsd9hrfFXVg2Z/9/Zkzj36zB6uOhT27JOb3wx7/swzG4Me37U9ibPmnh427Zvr/hf2fF+Jpm211U3yiv1hr/FVhv/OT8udFYGl8LqKBkOhdxkiNt1QaB0gLz/4cUPvoTH03neiqffh6NujbX8o9L5T1oU8Z6yeNjAwMDAwMDAw6JEeG41CiBs7vRedPxsYGBgYGBgYGIwOIulp/Hr7m8CWel8Pc62BgYGBgYGBgUEMEkmjUQghSgJvSiJMY2BgYGBgYGBgEENEshDmOuBeIUQGUA1cO7hFMjAwMDAwMDAwGG702GiUUu4AviGEEMAxQPhlOwYGBgYGBgYGBjFHJAth3g+8/RX+7fReHtQSGRgYGBgYGBgYDDsimZ+oBv4fL6W8FkgexPIYGBgYGBgYGBgMQ4R/QXSYC4R4BhgL/B3//tPvSylPHPyixQ5CiBoGf1i/QEqZGSXb0bY/Wm0HtW/85jFtO9r2R6vtoPaN3zymbUfb/rCzDZE1Gk8FPpJS+oQQCrBQSvnpIBTSwMDAwMDAwMBgmBLJ8PT/SSl9ANK/n9Btg1skAwMDAwMDAwOD4UbI1dNCiCuBq4AZQoiPAQHowNohKpuBgYGBgYGBgcEwIZLh6XOklIO387eBgYGBgYGBgcGwJ5Lg3h4hxDIgG5gFLJFSGvtP94L0NEWOyw//VVf57GHPtxxMCHve1daA1+MQRx4XQoR/Khg4aoNNnDUnx0lbTjKq0DEJHSEkZqGhComCjlloKEhUoaMg/S8hEBB4+avUXrH2yuhI2nQFlzRTV+6mtcHTre4DbdsndVxSxS1NVDpSUFsFnpZ6fK7u33tfbQM0aDbqPXYUIcmytJCkaB35eqXOLkcWSrOCkOCsO9jte++sNwnoUuKQFjzS1Kd6EzjmlRo7ArYB2mq72z7SfihGut6llIOut2BalwjKtrYMyb023PQeynY09T4UWgdobS4P+pvHut6j6dshtI+Ldb2Hsg2RNRp/BpwMvCul1IQQ0yJIY9CJcfkmPno7O+w1D9TNCXv+wzuPC3t+/WcP97pcA0zQ1VyJuQmc/vQ5pJjbyLS0YFO8ZJhaSFTbiFfcpCsObMKHXfFhFxIVsCsqKgIFBVUc1q0mJfW6h/0+O3VaAs9VLWBT+Vh8P34saIH6a9ss/NGmlMDt9bIjlXt3nIanKZ6iLXGk7tDYtHzJgNrWpeTh+qN5/sujkRKyUlrJiHPg0ky0eqxobgvjP08j4wsfQoNPX7+j2/eemWfm4dfyiBdekhUvXgRlviTqtIQ+1RtAFQoHfa18ZfmNjH3dhNAln73S3TaMGr13Yyi0LiVwyc8H5V4b7nrftPyPQW1HU+9DoXWAj9++c9htqhHrvl3I0D4u1vW+6f0lIX/3SBqNWuAlA7vCBG19GhgEw6Z4KYmvJs3kINPUjFloZJqaiRcebEIjUdEwA2YhsAm/HM1CRTlijZZbetGQVGhWVjhL2N+WwdotRaRuVDt6AgbadvtNpQr/5/cbp+JblkH2IR1bnRtLkwfFow+obQ1JjScRb20cilOh7ssEGtxgcoGlUWL1SlJqPFjr3RBiakmrbmOFs4R8cz0llipUJClKGylKW5/q3Y5XAq0m7BVtCF/weo9mhkLrIszXHut6F97gtg29R4dY9+2h/Gt/7I8UvYe6zyGyRuN9wPvAFGBp4LOBQUSoQpKourArbuyKG4vQsAkvNqFhE35xq0JgFkonUR8Ws46OV2rU6z4cusIuTw4bmsZR4UjGUqNir9FRfANvu/3G0pHUaQ4cuqTcmYKlWWJt0lBdGuihb6y+2tbQaNPMKC6BqQ1MrWBqAwT44gU+XSCFGV98IOZ+kGVpAlCRKIEWhiL8QxQqEg1BjWZBQ6AGBoTswke+CaxC6ai3W/rY7dU55Eskx9TCJLPfnvAKFKfH+CMahKHQerjByFjXu75TDWrb0Ht0GK2+vT/2R4ze9dCOJpK9p98UQrwFZOCftzZUc+QMYgCb8DDJVkGi4iJFcaEij3gS8os12BOoU3pw6hqNusJSx3R2OnP4rHwCnvWpWBth3Honpg27UJ1tA2b7yKewOs3B4w1zWd+Yz9bt+RQe8GCpcSAtJnSrCUTwjve+2laFoNyZjL1cwdIiMbfqmFySuqkq+accYFxCA22aGY8ecChBNvVst52uOEhUvJiRmIV/a6f1ngxerZtLgyeOJk8crR4LE5Lq+fHYt5lmFh313u3V+ebn16BvS0Sd1syLc/+GTYC5WYE9Zei+EN58FDMUWg/b+xHjet+2xRXWtqH3oSXmffsA130k6V26PSHr3mOjUQgxF/gFkAQ0CyF+JaU0wu4YRIRJ6GSqLcQLH4mKhgLECwVFCFRE0JtaDzwh6VLilFCv29jaOpZtDdm0lCUxdouGrdqNacMudIcDf/jQgbF9ZJe9Q5dsbMrji4NjsVWasNS1ojS0oqclIuPMISdr9NW2T2q0eqxYGyWWFh1Li47q0tDiFH5YsJST41wB5+NPG+xZtLNtm5BdbLdocWxryKah1Y6r1Yp0qrTk2KjJiUe1HJ6QXaPFo21PJH+5mzIliZpZ8eSaWlBdoDsc4X7yUctQaH2g7Y8kvc+ztvRo29D70BHzvn2A6z6i9B7m4TSS4enHgPOklBVCiFzgNeCYCNIZGKAgSRRebELHJgQKoAiBmfbJuP4bS0dHh47hCpcUbPNks8k5jtK2dD7cOglLhZnUMkjY2YDS0IyvB2cezrYqRFinUq05qPCZ2OguZP2eAuJ2WEnepyMqa5FuN63HjKV2uopnV/A5N/2x3eY1YWuVKBrUTTPjTjVhntpMjqkFBUs359cb27nmBo7JPEBtUgL1bjutHiuKkNxXegYPKIeHOw40ppC0D8z1TlJ2WLnqsytQTDr5G7xhbY9moqn1nuwbejf0PtDEum9HAB8PvP2RrvdIGo27gIbA+wZgdwRpDAwAMAvIVCVmoXY4k843VTualOjo1Os+tnnSqfYl8mr1bDbsGYdaZ6bgfY34jfvQauvRvR4imWEUzHaolWNdy6KzzZPI280zWVNbQOZyCxnL96PX1qG5/EMG1bMVfnjhq9z7UgPB6KttAEeblbQqN54kM9aTa3l4yktkqg6KzaYeHUpPtudYXBRmfogOaBK8CP5aewLLnp1P2nYPCIFUINOlY9tXgV5dS9ruA6S9DNLjQRrDdCGJptZD2Tf0buh9sIh1324THq78xcDah5Gv90gajVOBMiHEHqA48P4TQEopvxJB+qgT6CF9A39dEgL7aN8OnIc/VMwVUspuTexg6QLHe0zbme012RzzxG1hy1j4+N6w5+McO8KeVxzB5z9EGwGYhYIamM8B3SdDAzilF5eU1GtmSj0ZVHmTKW1Mw1xlwVoriCtrxFd5qN+2/fZDrR7TaNXduKTOTs9EtjfnUFGfzJgaH76D5V2vTdY5yb6LRxX3gNjWpI4PDZf0oSgSX5wJb7xCUWotJ8XpQNyA1DtOWEgw2bpcn2RyEVerE7e3HhlnQYu3onh8yOaWPg3NjVa9R1Proez7y2DovTMDqfeh0PpwJdZ9uz3MqrPRqneIbCHMrF7nOvyoB04FXgEQQmQCJ0spjxdC3AmcD/ynp3S9TGuAP2jokV32Hc5E91Kv+4OqrmorYpszlz2tmWzak4/SZCJ9o6Bk2X70hkZ0p7Pftnt6Atzs0bjnwNfZ25CGc1cKaVsgp04j7oPN6IAwW3CfMhNntpnskmoyla43bX9sN+su1rqTOeRL5ti8/axdPI4Em5tvZq0Z9Hp7pYrqAdHmpuaEbOpPcSGbEpj0lyyoq0ex23F8dTqaRZCyqhxf2cFel2k0EE2tB7Nv6N3Q+2AS6769vfduIOzHkt4j6Wkc8UgpXYBLHHZ484APA++XAd8WQqwAngLOBH4NrJZSvnpEuqBpMRqNIfE/FXW9+dqHKxxS55Bmp1G382lTCesO5dFSk0Da5ybs1Trxb23A5w7esxGpbas4LPFwXf+a1PnSM4bNm8aTuE9lwvo2lI82AHQMlyhJCVQeZ8Y91st3xuwkSbGhEjzP3tgGaNR11jiLKHOlsih1Gw+OXYpdMWNChRA2QtFb236noiPdHppK4I3j/8xy5yReeemrfuvJSVScoKAlaUglj5R3HaBp0NSrYsU80dR6u31D74beh4qY9+1h8ox1vYum0HmOikZjEFKA5sD7JiBVSlkuhHgJeByIk1L+JNK0g1jOEY/kcDwur9RxSZ0a3USjbqPMm85GxzhqPQl8sqcYtdRGQoMgqdSDtboN2c8/op1RhYIWWImnI6nS2tjiSadZt7HblcNBdyqrD40jabdKYpmGubyR9rVmis2Gkp5G0/x8PAVusjObGWet65Xtzmz1tPFGy0zqffG4dRM+XcWkaCSb2iiw1ZOpNmNXzFhF+BV8oajXzPyzJQuXtOCVKolKGyfElTLBfHi7Mrf08pojg4+bJrO6qgDvOBOauRAt30WKopNvrqNmlo283Xk0HJeHkuckNcFFw5QMFG2iP8h0kHA/o5nhonUw9G7offAZLnqPptbb7XcmFvSuvRd6uDziRqMQ4mtSynf7VMvhRyMwNvA+KfAZ4DngAeC0PqQ1CIJE4pI+ajWNGi2OOj2e95qmU9qazu66DNy7kzA3C8Z/5kL9aA3oWiBd/xGdQtO00yY9eKXOa61TePiLk/E02EjdpJK+xUVWUxty2xqkz4fWKc2+u2Yz/eRdTLav5cSkL0lXWyk0OVFF6D1jg9luZ0nVIj7/x1HEH9IwO3RMDh+1M+JYdM1KrkhfTYqiYBXh96sNR0VzKr9YeiFqm8DUJvCk6iw+9X3uTN/VcU2V5ubO5ZdQ9G8fTLBiu7Cak3N3cHzCTjLUOBbaarjymrfYdEk+R8ft47j4ncQrbrYW5XHg/HQAVhh/RLsQTa2DoXdD70PLaPXtoey3Ewt637e1NaT93vQ0/hiIlUbjWuAH+He3WQSsChz/Bf69tu8CzullWoMg6IBb6rToZqq1RA75Utjdksn+hlQcVfGkHBBYG3QsG/ag6VqP+fXOtsSpezp91mnRfbgk7GrLRjtoJ75GIXNdC6z5IuSqPTnJwRPjX8cqTNgVC/7hhPBOpR2v1NDR0TrFvdrRmEXmBgemnQfRG5uQPh9p5rnoUnR5WuwrigfiyxTMDn8sMGeWQpkrDfAP1biljxrNQnypCfWDNaTos5mWXcqvs74I5KCSocZzS2oppJZ2zpnjbBVABQC/63dJY4toat1v39C7ofehY7T7dohdvb9rCh5UHXrXaFzfu6oNH4QQZuBt4Cj8WyHeBXwshPgUOAAsEUIcDeRKKe8UQqhCiO8Bz3ROJ4S4S0q5WgjRJe3Q12jkUOVN4P6a49naNIZ9tem4WqwkbbaQfFAjs1nDVl6HaHXiaxz4CUPbHekcu/YKvF4Vn09FagK9zQQ+QVy5ibyNXiwNbYj127s8/QqTCTlnCnVHJeAYIzijeA1WYQo7MToYmtR5pKGEp3YuwOM24XWZwKuQvMVMwo4v0erqkQuPomGynaYS+G78gQGpt0j0YTmxFrfXTKvbREK8i5OTtwPwWFMBf1h1GuYqM4XvNSEBc42DNq1vQyUGh4mm1sHQu6H3oWU0+3YYvXqPuNEopfzRgFkdYgIhcRYdcXg1cG+nz58DlwWuf7DT8SPTIaW894i0BiFocMXx8pbZmMusJO2BrBoN2/9WdJwf+P6Ww5hqFNIfj8fc6sPU7EJ4NUR9E7rDid5yONp+Z6diKhyPe1waey8w89gZf6PI3EC2asKu2Lob6AEfGk/tXEDmX+Ow1rlQD9Uim1vQmps76l09N568C/bxlcQq5sftB+L7VWeAifY6ls56+vAkbyBRsQBmntqzgKl3leE7VHW43pU1OHzWftsd7URT62Do3dD70DKafTuMXr2P1oUwQ4q1xs2Ex8LHRPdVVffLRqjtlqKOR8FUYcVeKYg/5MVW4xqwOVw9IXwSW00bSosL0dSCdHvwNQQPTtyOa3w6zQUWLNmtzLA0MMbUv+EEl8uMtboNtboBX3lFt/PeRJiUWEVJXFXYuGC9wYRChhrcObk8ZnyHqroc0xoaWLF7DnfH1+DVVTQU0kwOzk7czDRLHBvdbl5oPJY2zcx5qes5NS78n4NRq/coah0MvQctzyDrfSi0PmwZ5b4dRp/e/fYNDAYRW42XksfKkU0taA0NQ/tH1ONB2VeB1tDUMQk7HMqsqZReqfOVki0sSt1Gmtq/pzNNSrRmC2L7l/hcXYNRqxnpyNxMnEUeLklbTbriJk2x9MteJLhdwW2UXL6eVRwewlDsmTz//FVsmvcCF3x2HcWXbgC8/OCexWy48o+B+T8GnYmm1sHQezAMvQ8eo9m3Q2zrPRwhG41CiHjgCvy9zM9LKZsDx6+VUv61t5UxGJ1Ijwdf6cDM5QiGkpiIcARfxSZ9GlpdfUT5qJmZNJUkcunMT/ll5tbA0f7PAxFuBd3VffcSmZNJW14iSemtzLYomHtYrTdQ6N7IYoLpTifOHSkwD+ybD4dfyPvAg/fKwR5oHZkMidaFCBkv0NB7dwy9Dx6j3bfD6NR7uJ7GF4DX8Dca3w4sAvkIuAQwGo0GUUex2XAdNxn9s/4v6q+8uITmEp0ptu5DDH2hzGvn1ooTSd4V/CY+dFIarfmSk8Yc6BLRfzDRpM7kgkqcZxyDfW8DotWJdLahhRjWKf7VZo6q/AFjVh/easq6tYzT7rwVqQjgh0NSboPDWpcCeKv/+Rl6746h9+HDcPbtEPt6316+JKSdcI3GJCnlkwCBoNdPCiFm9qUy7Qj/1iq3Synv608+Bgam/DyqTs+nbo6GZ2vP14fNK28sN9/4EoWWao6ytNGbfUBD0dwQz4r/zCb/ncpuE8LVpCSmfXsbi3M+pNDU2mNMsIGgPTTEksL/sOqhApy6Fa80oSF4ZOnpFN/WPXKU7nCQs8Q/sX3P87PISWsm/vS9JP8zRudoDVM6a50BaDQaejf0PpwZ7r4dYl/vqgy9J3W4RqNPCJEtpaySUrYClwgh7gEW9rViUkophJguhLAFtvYzMOg1psLxeMam4swWxGU6Ucz9WxShZaZwdvw+UpU4VDEwTkX1QNJ+HVlR1e2c9PlIMWtkKk7ie9gCqi84pGSd20O26mGMau8IQqtJyQSTjYlJtV2uf6KgJVg2XUhKaKMwuZbutTEYTI7UuhiAyfSG3g29D1dGgm+H0a33cI3G8wFP5wNSyp8JIR6NIN9wHAWUCSF24F8RL6WUX+lnngajBGXmZA6cloY7XZI4rZazx23lSWvvN7zvzI7F8diFucc9PHuDUu8g4cVVQYPK6k4nm353LBeVzGXiWbv4d9E7fYoTFoqD+zP54Q+uZ/+Fkk++uoQ8UwIKost+pZ3xenpeD5d57g7jD+gQE0zrCpJf9TNfQ++G3ocjI8W3w+jWe7jcHMCZQggNeFcejnExD/9cxz4hpTyqr2kNRi9qZiZtc8dTP9kMCxspTG7i/JyNnJmwg9fU0F3p4dj90HxyplTz04LXQ95wg4X9v6uxAxvzjkUv0oGBcyqi2Yn17bWMM82j9hQzeabwm9pr2sA/DRv0nXBaV6DPjUZD734MvQ8vYs23Q2zrPVxuzwLzA6+PhBCTAsdv7o9BIcQsIcQrQoj3Azuv/F9/8jMYHQiTilRAKqAIiUnRUYREgT5PM5Zmid3sxaZ4B7KovSzE4GUttKEO+mIwEITTen/+9Bh6NxiOxKxvh5jUu5AyuGEhxIdSypMC73Pxb6n3Z+BmKeUpfTYoxEf4h77/K6U8WQjxvpTy1L7mNxIQQtQA+wfZTIGUMjNKtqNtf7TaDmrf+M1j2na07Y9W20HtG795TNuOtv1hZxvCD08rQogkKWWzlLJCCHE28AQwt5+FEVLKBnF4RnfMBxgP9eXHuu1o2zdsjz77o9V2tO0btkef/dFqO9r2o133cD2N44EGKWXTEcfnSym7r9+O1KAQVwPn4l8QswZ4S0r5TF/zMzAwMDAwMDAwGHxCNho7LvAPTV8ApBCYYiCl7NcCPiFEOlAI7JVS1vUnLwMDAwMDAwMDg8EnkqHh14AHgc0DYTAQIPy7BBqhQgiklFcNRN4GBgYGBgYGBgaDQySNxlIp5QsDaPPvwPVA+QDmaWBgYGBgYGBgMIhE0mhME0KsA7YFPksp5eX9sLkZWCuljPJa+KEjI02V4/P7t0F6rRY+fV25i5YGb7cIBebkOGnLSUYVOiahI4TELDRUIVHQMQsNBYkqdBSk/yUEAgIvf5btGbdPZtCRtOkKLmlGIijb2lIbYqXXkMQFkFJ2q7tFWKWN+D7nKSxmdKsZ3SLQLP4wDopZJ9PWil1x49BtVJV58DS1DbjtsTMcxAt/tlta0xFCYjX5iFO9qEJHl4JWn5WWndXdvvfOenNISfkXvStHt3pbJCazht3sIUF145MqTV5bUNtH2u8rw1nvdeVuWhs83WwPldaBoN97rOu99qA7qO1o6n0otA6wf2tr0N98NOg9Wr49nI+Ldb2Hus8hskbjQA8dHwUcEELsDnyO+R1hxuebWbM0v195PNmUE/b8by7YGPR4Ym4Cpz99DinmNjItLdgULxmmFhLVNuIVN+mKA5vwYVd82IVEBeyKiopAQUEVh3WjSUm97mG/z06dlsBzVQvYVD4WKYFLfj4U4Q96hY14jhW9j+ak2GxQPB7nhCSax5lwjJX4xrrJzmqirime++b+lw3OApaWT6F68XODYrviq2msuf1RNKmjI3FLL/W6ZJc3jY9bJ/tt706n5cbbu33vDksuR/3tVJ7I/wyA03Jn9ave48bUszBzL8cl7mRlawlv7p+Guj85qG2Ifb37fvxYv+o2AAT93mNd73UhbEdT70OhdYDFkz8N+puPEr13Yyi0robwrwNhf7jrvfr6Z0LmE0mjsR74PlAE7AH6pSAp5az+pDfoHTbFS0l8NWkmB5mmZsxCI9PUTLzwYBMaiYqGGTALgS0QOd8sVJQj4r67pRcNSYVmZYWzhP1tGazdUkTqRhXRv+1BhxWmsbl4JmTROs5Ga56CM1fHNMbJ9JxqxsfXUWpPZ1njND46WIRrZzKmtoG37cizobhBkzo+NFzSR62msdWTxbKmaXxQVoJrZzLpO4K3HsxVDg4c6+A0ZnUcU6dNQtu6I7jdvLF4xmeiQ7d6z8ypYkHaXhbE76LE1Ep6koPiSVUsef/Cgav4ADIUeleaY2dHkZGk91C2Db0beo+E3mo9lH/tr/2RoPcb3GHqEUFd/wn8C/+CmKOB54GzI0gXFCFEHvAToBh/I/R3UsqyvuZnEB5VSBJVF3bFjV1xYxEaNuHFJjRswu9QVCEwC6XDkXR2KDo6XqlRr/tw6Aq7PDlsaBpHhSMZS42KvUZnyAblBhHFbofCcTgKEmnJM+EcI3Dlekkb08SszArmJO3nb7uOoyitlqW7pqDuspPxpU5tS/9nWQSzLae24EOjRfdQpSmsc43nnboZrN1fgLo7jowvJambGiK2oW3dgVg+lrOyt/D2Rceibdt5+FxmCnu+ZSV1s9Kt3guTdzPXtp8Ck0aCEkeWKphvq+Yf28J4lSgyFHpXfFGq3AAyEvVe2xr5F2/o3dB7O33Veurn1YNmf7jr/ea20H/UI2k0Jkspnw+83yGEuDbimgTnGeBu4HPgGPwLY/q8w4xBeGzCwyRbBYmKixTFhYo84unTvzFZsKdPp/Tg1DUadYWljunsdObwWfkEPOtTsTbCuPVOTBt2QQ9hm4Y7pgkFuAvSaR1rwZGr0Jajw5g2JmbXMjftAHPjS6nwpmJSddZ9OYH43WbSt/lI+PwA0u0ZFNtHjy2nRnOz15fAamcRy6qmsLsiE8vuOFxjfPzuO39juqWF7LzIbe3anM/Uc97h7Le3kqIoKIGhKZVVnL7l21R6shDZbRRn1zEnrYyZ9jIOetJ4vPZE/pj7GWZxeBM764rt/ar3YDEUeledA9jdFgVGqt5v+6J30dkMvRt674/WfZWHBs3+cNe74nCFrlMEZdkohHgCWI+/p7G/oXdsUsrPAu8/FUJY+5mfQRhMQidTbSFe+EhUNBQgXvgFpSK6OBMlMB1aD0yH1qXEKaFet7G1dSzbGrJpKUti7BYNW7Ub04Zd6I6+bSg/HDDlZOMbl0Vznp3WMSrOHIkn20tKdgvTMg9xbPI+jorbT4tuY8m7Z6B4BCn7BenbXJjX7sDncKCl920ydE+2F6TsYbUrl4+aJ/FJeREmVeeS6ev47amdb7/e2S6+ZRX33TKDnY/NY/1ZS0hW4jrOfTTjJb4edyZJZhdHJZWhIlndUsinFYU07k/hkZOruS1tb8f1utPZp3oPNkOhdylH5nyMka53E70bJjX0Pnr1PhBar79yATz10qDYH+56l3ro37zHRqOU8mYhxNH45zQ+JqVc26uadOd/Qoi38Tc+jwL+18/8DMKgIEkUXmxCxyYECqAIgRk1cN4vTB0dHTqGKlxSsM2TzSbnOErb0vlw6yQsFWZSyyBhZwNKQzO+EdpgVDPSkXnZOMbG0zrGhDNb4MrWMGW1MSmrjqNSy5kXv5fJlipadAv37DwbS6NC8h6d1C1N6Bu30X5L+ZJ651AjtW1TPDxRfiKb9uSTltnMu0c9Q6pqH5B6mxtUKjTBr6vnkG52sDB+F0dbXZyXtZEU1Umi0sbDBxfxZXkOpj02MnfBG6+dzJ/P/hqWBgVrA2Szol9lGSwMvXfH0Luh99Gi94HUeuNX2+CpwbE/3PUO94S0E7LRKIQ4Q0r5thCi8+rpGUKIGVLKXn6Vh5FS3iuEeAYYDzwopazqa14GPWMWkKlKzELtcCSqEN2GKjQp0dGp131s86RT7Uvk1erZbNgzDrXOTMH7GvEb96HV1qN7PYy8Z09Q09OQedk4cxNwZgdu6EwdPcvNmKxGpqZWMTexlBm2MgpMTpp0lR/uvIi2d7PI3uUlfsshfPsPT7/Vj59Fdv3SAbU9y3aANNXFhRuuofVgErZsJy/MfJpUte/hHY607U33cduei9hdmUlORhOt2VaU5M3Msh0gW/Ww25vEti/GkVCqkrrDR8IXlfj2l1G8DNTMTLSamj6XZbAx9H4YQ++G3tuJdb0PhtZvmfU+Nw2w/ZGi99Iw9sL1NLbrRjvieJ8msAkhrpRSPi2EuKdzHoEdYX7elzx7YXs68Dj+uuwGFgMfAzOAWVLK3RGmuwr/d9Zj2s5IJFoPXfxnjp0T9ryakhz2fEPzl0GPC8AsFFRER3iFIydCAzilF5eU1GtmSj0ZVHmTKW1Mw1xlwVoriCtrHJA5HtFAzcxE5mbQNiYBR7aJtkyBK0Piy/SQmtnCxPQaZieVcVTcAUrMdaQpCvU6XLrpSuz/TCGntAVl8y58rq7zPHZfZiblkfDzfXprO0NVceoS74ZU5Fgvb8z7C0XmhAGtN6qkxhHPMRP2d9jOUR0sqT6VTw4W4jiQRPpGQeqXDtQNO7rU+/JPP2dFSzE7jg69IMLQe3Qx9D50eh8Krfv5NOjR0a73wdT6OQnbe2w0xqreV88NbTdko1FK2f5IOV1KeXv7cSHET/tUQ/+cSIBlR5rqY369YYeUciGAEOJpYBZwPnBvL9MdjX8BTyRphwUC/1BF56fPDkeie6nXdVxSZVVbEducuexpzWTTnnyUJhPpGwUly/ajNzQO2zk94RAWM2LWDJxZNhxZJlwZAle6xJfhITHDQXFaLTOSK5gZV8ZkSxXZqo6KwnpPItcsv4qSpz2Yy8vx7S/r9uTdcMUC7jzhdZ78U/B5J32xnahY8UqN8396O8m6TuK8xj45lL7ZtvDuzilYvowjrVJia9JRN+9G7+RQ5MKj+GbiRr6ZuJaih66DW/o232cwMfRu6N3Qe+zrfSi0PkaNC2q7r/ZHkt6fyA/d8xlueHo8/nmMi4QQp3S6/lTg172tqJRyU+DtNVLKyzrZ+SP+nrtB44jdZ9xAmZSySnQKbCqEGIt/BsOZ+Ou3Wkr5apB0EuiSdjjjfxJVuxxrH6pwSJ1Dmp1G3c6nTSWsO5RHS00CaZ+bsFfrxL+1AZ97eIaaiAQt3kLtrARc6QJ3msSX7iEp3cGE1HqmJlUy015GiaWKXNWDTSiUaSo/3X8+pa8VMuXtGvRd+/D5uoc9qPveAhZe+znfStrNUwTXQW9sJysWzMLCAV8bl277Lkl722gpsLFy1r+hl5OhO9t2JwvcGRJvZnjbVmHlvbY4tBYzHy++n4xOQyVfu+gKxGcbARArNnFL5dEsGfM5xbeuCjuEES0MvRt6N/Qe+3ofCq2bRehGY6zr3VoWej5ruOHpAuB4IAU4IXDMC/xfr2sJCCFmAXOBozvNkzQBs/uSXx/snwv8FtgJdFvLLqUsF0K8hH84Ok5K+ZNI0g13JIdjcXmljkvq1OgmGnUbZd50NjrGUetJ4JM9xailNhIaBEmlHqzVbcgR6lDa8dmgYapEprlJSXUwPqWeyYlVTLOXU2I5RI7qJlEo1OiCR+rm88LK+Ux+rJnc7Z+jebuHFjEV5LP9jlxuPektrkzeQYIS2qn0ZDtXdZOimLAGHNOfG4v48xtnUPJUDY2zbaiXVaOKvgXV1dI0TF+vQZGCfLuDBLOb4viaoLYVBE825/H75efwp9P+3sWhALz7n2e67Djw3kvz4MbPWVqxEXVMn4o3qBh6N/Ru6D329R5NrUdif6TrfeLM0D3P4YanPwI+EkL8doD2iZaAD/8OMz78D0ku4IoByLtn41K+DrwuhHgEf3DyV4Jc9hzwAHBaL9MNWySyI+J8jRZHnR7Pe03TKW1NZ3ddBu7dSZibBeM/c6F+tAZ0LZAuBojTyZpcw4SkeiYlVDHJVkmhpZoc1Y0Z2O+L4x91x/He8tlkrpdMXXEQX9nBoFkdunkhUy7+kv+NXcJEswWzsPXK9pS4corMNWSrHhIVFbcUvOXM5s6PL8JUa2bMKo3CV1ey7+cL+cm3X+TypNo+V3tqfB3LZz6PW/qo0SVrXeOYbKkkW/V0cSZ1ehsL//Uj9Did75+0jEVxLUDofXAP/mQhW298tM/lGgoMvRt6N/Q+CvQeTa0HsT+a9B5JnMZLAgG9pwJNQIOUMsw0yZBUSyn/LoT4lCHWrBDCKqVsf6xqBkLN5v4F8DPgLuCcXqQbtuiAW+q06GaqtUQO+VLY3ZLJ/oZUHFXxpBwQWBt0LBv2oOlHrnka2SRY3HwjfyOFlhryzXUkCi9OaeKFptk8tW0B8R/Gk1CpUbLlENrufQSLv6+WFLLj7mQeOPYfLIqr7fEJtJ1Eq4uL8jdQbD3EeHM9mYqPxMAN/cPK+Sx952gS98OUz+o6oveX/mYBb116X58nRrejIanUPJRrCexy57CquYizxx7EHnAmqlA49bKr8SSZKHplJdU3LOT2b+whnEMB2HjDI4Aa9ppoY+jd0Luh99jXezS1DqNb75E0Gm8CFgDvA4uAv0WQJhiX4188cuRCGol/VfJgcroQ4rbA+13Au0KIF/EPv5cIIe4DyoFcKeWdQghVCPE9oPrIdABHppVSvjbI5e8zVd4E7q85nq1NY9hXm46rxUrSZgvJBzUymzVs5XWIVie+xqZoF3XAMSk6td5ENjXns7p0PBMekdQeZUfxwZhKH/a9tWg79oZ0ps3fnk/B9Tv5KP8fjFHtqJE8gQZIMzk4L3EzyYrALsyYRRw6Oj8+dAybfjmbwn0NyB17O4ZKxDEzWPPdB0lW+udQAJy6wnuOSWxx5LGlYQwHKtKx5X3YMfepVnNgrndhen8ramoqb91xHxDa7twNOutmK93mTg1HDL0bejf0Hvt6j6bWYXTrPZJGo1NKqQkhvEAudNoluxdIKe8N/H9lX9L3h0Cj7siG3cVBLr0scP2DnY51axBKKYOlHZY0uOJ4ectszGVWkvZAVo2G7X+HA9XGzrNnd5w+M6/tmoGnxo7tkEr9dEnSfh/20sawDgWg4o6FLP7um1ydvAt7H250u9DJM1nZ4pGsc41Hl4Lny+aRcJOKbdc69CNs/+3lvwyIQwGIV3SuTC7FlFwGuTDjkxvQFkn2+Vp5tO4E1v9oDqYN6wDQGhrICLNKEODurHVMf/57PFjf3GXXgOGIoXdD74beY1/v0dQ6jG69R9Jo/J0Qwgb8EvgT8McI0nRDCPEB/l5FE5AD1ACZQKWU8sS+5DlS2L09mXOPPrOHq8LHyHpy85thz595ZmPwEx4FU4UVe6Ug/pAXW41r5M9niRC304JpXSLJlZKEcjfW/fVou/f16Ej3/3Ihv/jmC1yQUItZWPpku33Lros++j4T/+RGrWshbl9w2zsfP4Y808Y+2Qll2yoOD0WY5zZQqXm44IE7yH54BSbWMXeDzjdT1/DjWacx8a3r2HfWE93ymfjM9ymcf4AdO8cy8bo1LCWJS8scZPUQiNbQe3Qw9O5nKPU+FFoHyMsPcWKU6j2aWofRq3eIbBvBpUKIY/E38L4O5PW2koF8TgYQQjwGfFtKeVAIkYd/DqHBIGGr8VLyWDmyqQWtoWFUOJR2zK0w9oMWTAeq8R2qiuipu6tT6fvwlECw3aMTv82K/Hxd0Dk1AMpRU/jizEeA3g2P9GS7M5vmvcCLrWPJfvhwD0SC6qbYpHDwqmlM/N4KCh++lr0X/rXjfPHz11F010okMJHyjuNXfuXb7PpdMmuP/yvDEUPvht4Nvcc+0dQ6xL7eE/uyjWBHAYX4E9AKnCKlfEUI8QTwtYhr2J2jORy6ph5/GB6DQUJ6PPhKDwxa/kpiIkII/xKpYYbS5IQ1X4S8oY+k8ocLue3iV/l6QjVmEX7ScCQ8W7+AvD9vCrklV9nPFvKvqx8kQRk4hxKKyZYqlPjp6IH9ZD+aGcdHzGNMYE/dkptWc9pNszquL2IVAKW/XoA3303Jd/2x+X379uNtPgabiGSQYugZEr07+hYqY7Ax9H4YQ+8Dw3DVe7S1DrGt9yMbpp2JRA1TpJQ/BtqjPfZ3dvAvgPeEEB8DS/EPexuMQBSbDddxk3EeNynaRQmOjPy5u+WS+Vxw+Ydcmljapeu/P7yydVbHTRyMjxffz0zL4DsUgE+cJV3K4ninkIu3HwIl9O1syslm25V/5vkT/EMbJ2x2MX2dwnOL/orWi+82VmjXux4/NL9ZrzH03oGh9/4zrPUeZa1DbOs9HJE8PrUGhqcRQsymn31KUso3gDf6k4dB9DHl51F1ej51czR/xM23ol2ivqOWFJJz/R5+mL4e+wA9FTqlzuTfNIccNtnz/Cwy1I0DYisSqr1JHe/fKF+HWfhtX33wEKcXzEMGCXjrO1TFxOVXU3zZBl4vX9vhcJ26j7mP3wLc1i1NrNJZ756t0S5N/zD0bui9J2JF74OhdYh9vW+ryQppK5KexquBiwAncCmwOOKaBEEIcaUQ4kMhxPL2V3/yMxh6TIXj8YzPxJktiMt0Ys8M/bQ1Eth+VyoPj3+lT8MIMsQsor212Wg7dodMN31sZa9tHYkmQw2MdKfIWtXx/sj5PIUrQruB4ss2AGDqNMBgVyxoU1sjtj3SOVLvijny7304MlL1Hsp2MAy9951Y0nt/tB7Ov8a63okLXfeQuQkhFCGEgn/e4R3AOcDtgc/94fvA16SUp7S/+pmfwRCizJzMgQty2X+Wjbhja7moZAMXF2+IdrH6TN01C/jj8S8wRrX3Oq1XamghbmxLZfiGdEVrUtjzkdhu1l09Xxjg8qRaxPKxVN20sNu5h3I/6TH99BXf7Xj/usPO/ILSiG2PZILpPdUaeout4c5I1nso28Ew9N43Yknv/dV6OP8a63qPt4TeYjLc8PT7+EPkCA7v4NL+vj8NvWXAZCHE1vZ8pexFl4lBVFAzM2mbO576yWZY2EhhchPn52zkzIQdKMCvol3APqDYbGR9Zz+L4hpRexF+QZM6PjSadA9uGXrCcDjaPsxEm6X3ev/RzrZLfcHLvHNzcCf5QOFLrPr+hG7Hj/7jzeSyIkgKP2pJIQlvJTDT/C3m5hwky9rC2emb+GevSj6yCKf319SR2bM+0vUeyrah9/4Ta3ofCK2H8q+RMNL1nmwK3YsaskZSypMDPYEnd+oVPHkAegYX4I/1uAx/w3RZP/MzGAKESUUqIBVQhMSk6ChCojDcN9oKzYHb5vDzgv/5u+MjpP2mrtfcbPMk0qxFvvVUZ3LvX8Ef6nu3gOhI28tapvcq/TRLHI/d93UmPfn9jmOVvlbyn9oRMo06bRJ187NpnARSCpLNbZycuJ1jrOUh08QC4fTet2ZT9Bnpeu+tbUPvkRNreh8IrffWv3ZmpOs9XnSfA9mOkD2sQhJCvCmlPCvwXgD/k1Ke3avajHKEEDXA/kE2UyClzIyS7WjbH622g9o3fvOYth1t+6PVdlD7xm8e07ajbX/Y2YbIGo0fSilP6vT5o/7s4CKEOAW4B/Dh76T6hZTS6G00MDAwMDAwMBjGRNJofAKoAlbgH1oeI6W8ps8GhVgBnCalbBFCJAFLpZQL+pqfgYGBgYGBgYHB4BPJLM3FwOfA9MD/3+unTQEdQdSNBTAGBgYGBgYGBiOASHoav3LkMSnlx302KMQi4G4Or8y+R0r5bl/zMzAwMDAwMDAwGHwiaTTe3f4WmAFIKeWFg12wWCIjTZXj8/u3fdGO/Rlhz7ucDXg9jm4L3czJcdKWk4wqdExCRwiJWWioQqKgYxYaChJV6ChI/0v4d570v/xZtmfskzouqeKWJiodKait/jNttQdrg02ctQirtBHf53oLixndaka3CDQLSLNEMetk2lqxK24cuo2qMg+eprZudRdCDMneX1J2j41gEVbpJfQKtGAkktrxXplkotjaDECb1DnoScWnKcSZvLQ44rCW+cNgtNDQ7XvvrLet1Zm4Dh3sle1geMbGMy61llbdSus2JaTtI+33leGsd09LPT5Xd9tDofUmr42WndVBv/dY17sLBx7p7mY7mnofCq0DtDaVB/3NY13v0fbtQMi/a7Gs91C2IYJtBKWUXfaGFkK82mMJwzAaV2OPzzezZml+v/I46XvhZwVs+OThoMcTcxM4/elzSDG3kWlpwaZ4yTC1kKi2Ea+4SVcc2IQPu+LDLiQqYFdUVAQKSkd0eSXgVl52pHLvjtPwNMVTtCWO1B0aQko+e+WOoKu5bMRzrDi11/VVbDYoHo9zQhLN40w4xkp8Y91kZzVR1xTPfXP/ywZnAUvLp1C9+Lle5z/Y9NahLBJdn8Mqzl/Imlse7XJsq6eN81+8ndl3rOzw8svkS92+d48nh6xHLuDlktd5rjmfxZPDO5UjbR+J65x5ZN+5h6fGv8nzLYW8PCUrpG2Ifb1vWr4kqO2h0Lq6O52WG28filWjvWIo9L5avh80r2jqfSi0DvDJG3cG/c1jXe/DwLcH/d5jXe+hbEMEjUYhxFWdPuYCPT8Whafj0URKKYUQif3MzyAMNsVLSXw1aSYHmaZmzEIj09RMvPBgExqJioYZMAuBTfjlYBYqSmC6a7szaQ9S+n7jVHzLMsg+pGOrc2Np8vRq8/hIMI3NxTMhi9ZxNlrzFJy5OqYxTqbnVDM+vo5SezrLGqfx0cEiXDuTMbUNqPkhJdQNnf9GLc6bPB1xxlp1F3eXncPER8vx9ZBni6OCt098hHMDeXe2sUy+FJH9dtT0NA6cK3lw7NskKDYWJ1egbtd5cUpOD6WIDkOhd8UzcFOxe6v19B1DE2dksDD0PrDEut5Hsm+Hkav31ZNDp4lkIYwWePmAzcDpEaQJxy4hxK+FEGcKIe4BdvUzP4MwqEKSqLqwK27sipt4xY1NeLEJDZvwOxRVCMxCofM/OOxQdCTVmoN93lbKnSlYmiXWJg3VpYGuD1ijUbHbUaZPxjFrLPXT4micqNBa7CWlqJ7jC/ZyWuZWPikvwqL4WLprCt7NKWRslJhavANifzihbduJF83/Xuq84RjDnhcm4is9EHEey+RLXV57HpjP/rKcDkfS/v+eB+aHzGPfDZO5ccH7zLQcDuF+dfIhDt3afbuq4cCQ6H0A6KvWMz+p6jnzEYih974R63qPRd8Ow1/v3uzQ0w567GkE/gMsApKBFOAbwD8iSBeKxcB5wDT8q7Ff70deBj1gEx4m2SpIVFykKC5U5BFPn36xhHv6rNMcPN4wl/WN+Wzdnk/hAQ+WGgfSYkK3RiKhnjFNKMBdkE7rWAuOXIW2HB3GtDExu5a5aQeYG19KhTcVk6qz7ssJxO82k77NR8LnB5Du3g0VDBfCPQUqNlvH+61eDz/54CKm/PtL9NnT2HGTje/N/ZTjE3awrPuuUSEpvvNzrnr5eq7d+Qq/NE1gq/sQp8XvJs+0kQnxi5l43Zou1xettXF9yjM8WnYy16fuoPPeP60FwzPwwZDoXfRvj4z+aN1XeahftqNJf/V+4Nu92wPZ0PvI1/tI9e0wsvWuh9lIJ5K/+EuBt4CKXtUgNEnAZCAVeAg4C3hjgPI2OAKT0MlUW4gXPhIVDQWIFwqKEKiIsM6kHYcu2diUxxcHx2KrNGGpa0VpaEVPS0TG9W8SuCknG9+4LJrz7LSOUXHmSDzZXlKyW5iWeYhjk/dxVNx+WnQbS949A8UjSNkvSN/mwrx2Bz6HAy2975Oxh5qehgvaaTtlBjbxCQd9rSzedgWWOpU579fw44y3SFBsPWcQBOnzIVZs4vGJhbxVvp75tkNAAgD7zn2cS2eeRMNFdqrOLOCO259noa2c8zZdRfaPdGb9+io2LnwKEypu6cPUOjw3FxsSvfex6gOh9forF8BTL/VsbJgwkHp/tZffu6H3ka/3keTbIXb0LrTQdiJpNDZIKX/Xu+KH5Tngz8BdUkqfEOIWjEbjoKEgSRRebELHJgQKoAiBGRVViLAOpVpzUOEzsdFdyPo9BcTtsJK8T0dU1iLdblqPGUvtdNXvVHoZhEnNSEfmZeMYG0/rGBPObIErW8OU1cakrDqOSi1nXvxeJluqaNEt3LPzbCyNCsl7dFK3NKFv3NYR5NOXNPx6ARJJ7dMk8XYOnKVQr7m5Yd8FeHwq7192P3mmBOBwg9Erg9/Zkdgu9Tk57bMbiF9jZ8y5+/nvxFdY985UxpWvwNIyDpvwsnjPxWT+0oK2YwvjLoJzOQbwb3Dvu36oFi/2jqHQu2dXJLN6DjOQWm/8ahs8NRDf1MAyFHqXBNecoffY1ftw9O0Q+3qX6vMh846k0agLIV4BtuCPrYiU8ucRpAtFnJTyHSHEHYHPw/MRLkYwC8hUJWahYubwUAUcdiTQ/elTkzrbPIm83TyTNbUFZC63kLF8P3ptHZrLBUD1bIUfXvgqNuHhyl9EVh41PQ2Zl40zNwFndsChZOroWW7GZDUyNbWKuYmlzLCVUWBy0qSr/HDnRbS9m0X2Li/xWw7h21/WkZ9+/Cyy65f24xsafrRePJ+vz1/DtfsupKwxheVzniJVTeh23T6fq882flBwPEVsBEAugYU33YJrso/mb83H/a0GHir9KqZfp6F8vqFb2oajs5gxex+lfbY+eAyF3u99qSGisgyG1m+Z9T439esbGn5Eqnd3P+ZOG3ofmXqPNd8OI0PvcevcIfOOpNH4UN+KHZKdQog7gTQhxK3A1r5mJITIxd9LORVICPRc3o5/zuR+4AoppVcI8R3geqAe+LaUsjlIXmb8/WUzgFlSyt2B493SBvbP/g3gAi6TUvYcKKkHzlpwTtjzH658Iuz5eafVBj0uALNQUBGoneamhBqq8EqNVt2NS+rs9Exke3MOFfXJjKnx4TtY3vXaZJ2T7LuwRxAyS83MROZm0DYmAUe2ibZMgStD4sv0kJrZwsT0GmYnlXFU3AFKzHWkKQr1Oly66Urs/0whp7QFZfMufK6uDaXdl5lJeWSEL7ELIKxWKn8wF+uiGt4rm4S2OpUXrn2QVNXe7Vqv1Hih8RgGakrw2NcPcssPVrFzQQ5vH5iK5WfJsKq7Q7ln31qmmlexwpXI//phbyTr/VEltEOFwdX6OQnbY6bR2Fu912vdj/eVodR7f7UOoI4JfjzW9R4rvh1Glt6PPq0lZF6RxGn8qH/F7cbPgfnAP4E9Usr+NErrgVOBVwCEEJnAyVLK4wMN0/MDcSWvA74CXABcC9wfJC8fcD5wb/uBQEMyWNqfAV/D31j9Cf5G5bBE0HWoItzTJ8Bmj8Y9B77O3oY0nLtSSNsCOXUacR9sRgeE2YL7lJk4s81kl1STqYiOJ9ug9i1mxKwZOLNsOLJMuDIErnSJL8NDYoaD4rRaZiRXMDOujMmWKrJVHRWF9Z5Erll+FSVPezCXl+PbX9Ztz8mGKxZw5wmv8+Sfejd8MhzRTprD3gvMXHDcSl7aOJfJS1qp+FUDMy3B5y9u8Og88/lCBqLRqJ00h10XmNntyubT6iJaHDZaz4+jcFXX68QxM5hrWc86DzxeeSKwvd+2B5qh0LsaYmHAUGh9jBo3gN9W9OiL3usc3Xtj+mrb0PvI0Hss+HYYeXqv8YaOhDgwS197x3NSytMZgHmMUkoX4BKHRT0P+DDwfhnwbWAb8EWgF3IZ8LgQIgH4H3AOcClgk1IuAapE1xtkYpC0dqBNStkCrBZC/L6/9RhMBGAVh3/mYI6kHU3qfOkZw+ZN40ncpzJhfRvKR/6nkfabWklKoPI4M+6xXr4zZidJii18nvEWamcl4EoXuNMkvnQPSekOJqTWMzWpkpn2MkosVeSqHmxCoUxT+en+8yl9rZApb9eg79qHz9c9clXd9xaw8NrP+VbSbp4awTMclJmTOXB2GjmnHGRJwTJu/uA7TFy8Fh14ftZKoGsjQZM6O70ubtj2XQr+K4g8QEN427/IW8FvNp3Js/OeZJ7Vv7jJe5nGxP99v2PVXf20BN50JvDrnWfR0DQ8J6gPid5DRCobCq2bxchuNPZH75bG/gTtMPQ+EvU+kn07jFy9Oz1/D5lvxI1GIUSWlLK6X7XwUxHoBVxHQKtSyuUDkC/4QwK1Dz034V+h3e2YlLJVCPFb4AkgDTijF/mldjoGndepD3NUoaBJv3vQkVRpbWzxpNOs29jtyuGgO5XVh8aRtFslsUzDXN5I+1ILxWZDSU+jaX4+ngI32ZnNjLPW9WjTZ4OGqRKZ5iYl1cH4lHomJ1YxzV5OieUQOaqbRKFQowseqZvPCyvnM/mxZnK3f47m7R5uwVSQz/Y7crn1pLe4MnkHCcrI/COqnTSHihNsJMyv4c6iF9FRuPuPVzDxTysAcLxTyDTLxi5pnLqHD1xJ3Ln5MlKfS8D65uqwNvb+fgGFP14Z1vZdxf9msqWSC5ddz1mzNnc4FPDPjdp9zmNMabwe4YUzzlzLz7aeR9I/kphwyMXe/n8Ng8pQ693QemgGQu+iKXwIEkPvht6HCyNd79YwLb3e9DT+CzilF9eHYj/+JULHBT5LYKAajY3A2MD7pMDnxsD7zsfA3xP5Z+BuKWWoJVrB0jZ0OgZ061kfVghEt6fPNunBK3Vea53Cw1+cjKfBRuomlfQtLrKa2pDb1iB9Pjqvzd1312ymn7yLyfa1nJj0JelqK4UmJ6rooQs9Tidrcg0TkuqZlFDFJFslhZZqclQ3ZmC/L45/1B3He8tnk7leMnXFQXxlwaeIHrp5IVMu/pL/jV3CRLMFs+hb6JlooMTH45szkdqZcTRO95E7oZZjU2qodCZx798vJu93K8hiBfoJs/nOE29yWeJ62mPva1Kn1OfkgepFvPvhbIpfbEWuDd1gLJnp4K131qOKjay5xMv3ltxM1vo2v+0ZPmZP3cdNYz4jXW3lmr/fQMHrTRT/4RAP5a4g2DPQQxc+Tbri4L6DpzPmN6awtqNNVPVuaL0DQ+9Dg6H34UHM6V2Gnkvam0ZjvxpHQogM/HMCc4AvgSeklL2LXtkza4EfAPfhD0i+CtgJTBdCqJ2OgX+u4rPA94QQ/5VSBpvt2y2tlNIphIgLDHFPxT/8PWzRkTh1T6fPOi26D5eEXW3ZaAftxNcoZK5rgTVfhPyR5SQHT4x/HaswBbY+UmiPARWOBIubb+RvpNBSQ765jkThxSlNvNA0m6e2LSD+w3gSKjVKthxC270v6BZKakkhO+5O5oFj/8GiuNoR8QQqE+00nzsfR45/qyw138nsvP1clPYlzx04lprPxlD5Zhxy3Vby8E9Ar7ppIW//6D7GmBJodyituov/tubx6w1nkfZmHEXPrQwRiOEw7X9INKlzlAVOvGwt1Rcn8p30LSyM20eeauakTd8h9axdjGMFh25cyMYp/+RIh9Juu0mL5/SUfVT+pYiktauCGx0mRFPvo1XrYOg9Whh6jw6jWe8RNxqllIsivTYEz+MfDv4P/oUljwGX9yfDwEKVt4Gj8Achvwv4WAjxKXAAWBJYPf0E8An+XsJvCyHygXPxBxbfin9xzv8JIV4EjgdKhBD3SSlfOzJtwPRvgPfwr57+bn/qMNhsd6Rz7Nor8HpVfD4VqQn0NhP4BHHlJvI2erE0tCHWb+8iVmEyIedMoe6oBBxjBGcUr8EqTGEXvQTDpOjUehPZ1JzP6tLxTHhEUnuUHcUHYyp92PfWou3Yi6YHjznY/O35FFy/k4/y/8EY1Y46Qp5A4/La+MZd71FiraLQXEuOqmEXKmdu/RZxp+1jHPu6fN+e045m2e33k9Ep9MIebyu/rDiTte9Mp+TZCnx7N0Vk2yl19nlb2ebN4NmqhbR6rbxc8jpWYQbiadCcpJ51ePfOZXfcT6ct4bvZztzoo/IXq0h6YXj/AYXo6n20ah0MvUcLQ+/RYTTrfSgXwpiklP8JvN8phPhWfzOUUnrx9wB2ZjWdVkAHrnsWf69iO00cnsf438ALKeXFQWwcmRYp5TL8w9vDHlONQvrj8ZhbfZiaXQivhqhvQnc40VsOL6vvLHBT4Xjc49LYe4GZx874G0XmBrJVE/Y+7ETi9Jl5bdcMPDV2bIdU6qdLkvb7sJc2hnUoABV3LGTxd9/k6uRd2JWBWUk2VOSbW7ktdRet0k2VpvO3hjm8suQU0p7qPgcF4KePPk2G6r+xNamzyg03fHEN1hdTGPfPFT1uYt8Zs4BxJju5phaeBbZuy8c60cwebyt3HjiflhO6hqtJ7fR0H8w2wNKc48ggeNmHE9HU+2jVOhh6jxaG3qPDaNb7UDYapwoh2pcDCWBa+2cpZb96HIc7u7Yncdbc08Ne8+a6/kS9C43wSWw1bSgtLkRTC9LtwdcQPlira3w6zQUWLNmtzLA0BLrT+4bbacG0LpHkSklCuRvr/nq03fsIs0sRAPt/uZBffPMFLkioxSzCbIQ5TBEIqjUnV515DfqWLwFIC3FT7vrTsZwatxHwx+d605nMbZ9dQtGTOsonve/tMKOgCgUVhb+PX8qW3Hf4sM3G74qOB/wOpfzOhbgyJEW3r2TKP65n53f/0s22ecuOjt9JnlVP/TkTSTt7Z4/2R6veR6vWYfTqPZpaB0Pv0WK06h0iaDQKIa6QUj4jhDgG+CXwlJSyL5ufHnvE55/2IQ+DXiI8HpR9FWgNTRDmya8dZdZUSq/U+UrJFhalbiNNtfbLvrkVxn7QgulANb5DVT06FDjSqYyYxendWO3O6XAo4Xj17D8CNrxS4+XWDH7y/kVM+VMj2raeb+CesAozc60w8w/XMYYVHcdX3fggccLCmbfPYcJPVvLn8/JJV1v5yfsXMfmxZvTNX2L/JINrxvhj0301bj0AE5+7muJLuweFHS5EU++jWetg6D0aGHqPHqNV75FEzrw08P8NwNXAj3tfNQCmSin34w/GfeTLYJCQPg2trj4ih6JmZtJcksilM9fw9LhP+E5iXWCeRN9Rmpyw5gt8h6oiur7yhwu57eJX+XpC9Yh3Ks9UHBf2vPusY/jl3nXMtNjQpM7bzkR+svwipv6hekAcSmfuuvaFLp8X3XkLE//zAwAaL19AtdcfEEBJ9FL2C5Wbdn/Jt7LX8FDxFG5//Gp0JKpQ2HPK0zy6/1PE3GkDWr6BIpp6H81aB0Pv0cDQe/SIZb1jDz1VIZLh6QQhxFeAVillpRDC0cd6tS/ciuSBxCAKVF5cQnOJzhRbxcBlKmXEu4u3XDKfCy7/kEsTS7GO0GGLdiSSg/8oJJ3gDtU0NpdnH1tCVmCeyyo33PLZt5jySCO+vaVh817Wh45+s+h626V/Wk7ynlRqFy9gztWbuT19HQmKjW+e+nTHNVMfvYp8VpB73wpqb2jjpJU/wLYygaJv7EKu6/Pun8OGAdf7KNU6GHofCRh6HzhiXe84/xXSViSNxlvxLxq5RwhhI7BopLdIKZcG/v+7EOJYoAj/NoLDNwjWKMKUN5abb3yJQks1R1naODJS/WCjlhSSc/0efpi+vk8LboYbLbpCwZOhJxan/sfZ4VD2eVu54YtrKHpaH/An0HZ+uuk8xvEFAKd84eDOdP88q41uNzu9WSQo/uETpVPct59f9gJP/7qA8h8v5MIfHsv4/6xmmXyJLQ/BBZ9dezjS6ggkmnqPNa2DoffhjqH3gSXW9Z4yKSOkrUgajWb8K4UnBj6vEUKMkVJW9qVyQoi/AW5gE3C5EOJaKeVVfcnLYODQMlM4O34fqUocahS2Ktt+VyqfjP8HCX1YSSd7jGw19FQeSKcgzPlrsj8G/LGy7q44E+t/UlA+Cj8pui9PoO242/zDUBV3LOTO9Ec7bD946GusXj6NEy67n4wj9jX+ZmID36xoADZyWu6sLvb3NKT3uSzDgWjqvT9a10LuQxBdDL0Pb0aq3oejb4fY17tbC900jGRO423AncDpwB3A/wFPCCHu6U2lOlEgpbxeSvm4lPJ6YFwf8zEYQHYsjscuzGH3Lh0s6q5ZwB+Pf4Exqr3Xab1SQxuGjkU0h49b75JmNKnzmmMsa5dOJ/m5wXMoAGtOfgR1YhGnXuLfZ7Sz7aJ7t7LJk45ZqCF/f1NOdpfPN5cM1CZO0SFaeu+v1pt11yCUqv8Yeh/ejFS9D0ffDrGv92xrS9DrILJGo0lKeZaU8i4p5dmAEvi/V8G+hRCnCCFOAQ4KIX4ihDg9sAd18H2FDIaE3Q/Np/WdQn560utdNr4fKhSbjazv7GdRXGOvHJomddzSS4Puwi1H3qb2D+z/Ggd8Tu7ZdCYT/nko7LW9dSgHvPHdjmWo8dz/7nPMij/gv6aTba25mamW8PvM/mXNyx3vT3r/Ni5Pqg1z9fAlmnofCK3v8vVvYVq0MPQeHUa63keib4eRr/d0NXTkyEhUZBdCXAxsBmbi3zcawBtB2s6cEPi/FLBwOATPvl7mYzCASLPEbvZiU3r7cw4MB26bw5MFjwS2rooMTer40KjX3OzwJtGsDfRulIPPgRV53J+0iIR3E9B2fTGgebu2S07LndXxWZ1UTO38TOpnSBIOKJiv/zeQjrs2Dj0Fdv19DuNMG8PmOc6UgFZZHPj0+oCWdyiJpt4HQusrHCXA/sEr5CBh6D06jHS9j0TfDiNf7/PCXCukDN/9K4RIA64BJgB7gSfxb6mXIKUM3YcZPs+cQH6lfZ0bOZIQQtQw+J6+QEqZGSXb0bY/Wm0HtW/85jFtO9r2R6vtoPaN3zymbUfb/rCzDRE0GgGEEDOBlPbPUsqP+1oSIcTtwCnARmA2sFxKeV9f8zMwMDAwMDAwMBh8ItkR5g2gHGgP7iSBPjcagXOllO1D1QghPgWMRqOBgYGBgYGBwTAmkjmNQkp57QDa9AghFgIbgKPp/dxIAwMDAwMDAwODISaSOY3PA1XAFvy9jEgpn+qzQSHy8YfwKQL2APdJKQ/0NT8DAwMDAwMDA4PBJ5KexqUDbNMG3CillEIIART3lMDAwMDAwMDAwCC6hOxpbN/1RQhReOQ5KeXePhsU4n0p5amhPsciGWmqHJ/fv/hqO0pDb+sD4GprwOtxdAtqZU6Ok7acZFShYxI6QkjMQkMVEgUds9BQkKhCR0H6X8KfTYNmo95jRxGSLEsLScrh/S29UmeXIwulWUFIcNYdrA222soirNJG97hSkTJ2hoP4QHm2tKYjhMRq8hGnelGFji4FtQfdeJrautXdIqzSi6dX9hJJ7XivTDJRbG0GoE3qHPSk4tMU4kxeWhxxWMscuHDgke5utoUQQxWVttv33llv6za7e5VZIqnoJRYmxzUC4EWn2hdPozsOISQWVUPf4Y/h1UJD0N881vXuaanH5+pueyi03uqz0rKzOuS9Fut6l7J74L5o6n0otA7Q2lwe9DePdb1H07dDaB8X63oPdZ9D+J7Gy/AvUPnZkfUA+rPtX0do+EBPY+9DxY8wxuebWbM0v195nHLFNWHPr1v5SNDjibkJnP70OaSY28i0tGBTvGSYWkhU24hX3KQrDmzCh13xYRcSFbArKrqUPFx/NM9/eTRSQlZKKxlxDlyaiVaPFc1tYfznaWR84UNo8OnrdwQNAWAjnmNF758JFJsNisdT8dU01tz+KJrU0ZG4pZd6XbLLm8bHrZNZWj6FusXPBc2jt05lkbiwy+eK8xey5pZHuxzb6mnj/BdvZ/YdK0HAavl+7yo28HT73usadAqfv5W3Z/yDjLyKYGlCcqw4leqvLWTl//0paEDeF1uTeXLiBACWyZeC/uaxrvdNy/8Y1PZQaL16dzotN94e9HsfJXrvRjT1PhRaB/ho6Y+D/uaxrvdo+nYI7eOiyVDoPdx9HrLR2B4GR0p5Za9K1TN/F0IsA9bjD7nzjwHO36ATNsVLSXw1aSYHmaZmzEIj09RMvPBgExqJioYZMAuBLbBjgFmoaEhqPIl4a+NQnAp1XybQ4AaTCyyNEqtXklLjwVrvhgjCNvUG09hcPBOycOTZUNyHA766pI9aTWOrJ4tlTdP4oKwE185kTG39s3ekQ2kn/41anDd5OoLTtuou7i47h4mPlhM6Xv7wYO0Zv6fn/ovg5L5ZRttdHhKErdu5ixOaGLd3HXcXzu1fAQeJodC78A7c/s+91Xr6jv4HaDP03hVD78NX74ZvD85g6/30CaHT97i3jxDiCiHEp0KIj9tffSwrAFLKx4BvAS8B35JS/qU/+RmERxWSRNWFXXFjV9zEK25swotNaNiE36GoQmAWCp3/AbRpZhSXwNQGplawNIPiBV+8wJ2k4Mwy48i34xjX9yGKzih2O8r0yThmjaV+WhwNkxXaTmrBh0aL7uGgDz5rG8+/qo/l7Z3T8H6RTMYmial1cG5zbdtOvPiHbDSp84ZjDHtemIivdGSu25r66s85WJbT43W+/WW4pMb7bSpvOm3Uao4u54+xCkp/s2CwitkvhkLvukXtdzn7qvXM1fX9th0KQ++G3oeb3g3fHjkDqXfP2NB/0yNZCHM9cJyUsnf9wSEQQiQA5wK5BEaopZS/Goi8DbpjEx4m2SpIVFykKC5U5BFPn36HYBZqhzNREKhCUO5Mxl6uYGmRmFt1TC5J3VSV/FMOMC6hgTbNjEcPOJSXQxQgQkwTCnAXpNM61oIjV6EtR4cxbRw9tpwazc1eXwKrnUUsq5rC7opMLLvjcI3x8bvv/I3bvgi/r2Y4Qj2JQmAYJcBWr4effHARU/79Jfrsaey4ycb35n7KgW+PnG2utp3/K/IC77fsz6VCS2SOpYVU1Y46ZvfhC4Xg8YY5fDQzruPQkwc+ZYc3mTu2XYBvWQYZZxxiN8OPodD7ti2ufpWxP1qfbmkhO69nG6Ew9G7ofSTpPZq+/fiEHSwL0+M23BhIvZvs94a0E0mjcRUwWQixlcMhd/rTX/0S8B/g68CjwDH9yMugB0xCJ1NtIV74SFQ0FCBeKChCoCK6ORMAVSj4pEarx4q1UWJp0bG06KguDS1O4YcFSzk5zhVwPv60fX0WNeVk4xuXRXOendYxKs4ciSfbS0p2C9MyD7EgZQ+rXbl81DyJT8qLMKk6l0xfx29P3Xw4j547zLsQzpl0pu2UGdjEJxz0tbJ42xVY6lTmvF/DjzPeIkHxO51Xg04VHv5MsdiZgkb7lGKtspgrD5xAxfwWDv54AR/NXNFxrSknm+v2XoT3pEoy2AnsZP9xM6JT8B4YCr3Ps/Zp99QB0Tp9WHhg6N3QO4xMvUfTt49k+qv3XRNC/0WPpNFYCbyIf0cYgb/heEqfawNWKeWTQojLpZR/E0J8ox95GfSAgiRReLEJHZsQKIAiBGZUVCGCOpR22rwmbK0SRYO6aWbcqSbMU5vJMbWgYAk6kTZS1Ix0ZF42jrHxtI4x4cwWuLI1TFltTMqq46jUcubF78WmeHii/EQ27cknLbOZd496hlQ1srVTiaT2aaJ2OwfOUqjX3Nyw7wI8PpX3L7ufPFMC/qhRfiRDtUh6YNnodjN3fFnH5/rysVRfmAS04Ek+XKfqGxbyvzvuI0UxcevqU9lYM5YFOft4JPMxpkSh3D0xHPU+FFoHQ+/hMPQeW3ofCq17pRY6g2FOf/VeeUVNyLwjaTSeIaWc3I/yH0m1EMIGfCGEeApIGMC8DY7ALCBTlZiFipnDQxVw2JEAQR2Eo81KWpUbT5IZ68m1PDzlJTJVB8VmU98dSnoaMi8bZ24CzuyAQ8nU0bPcjMlqZGpqFXMTS5llO0Ca6uLCDdfQejAJW7aTF2Y+Tao6MPMne6L14vl8ff4art13IWWNKSyf8xSpanepugd4EdBQ0dmhAKSNLeekRTmYDpYz94QdNOD/Dpbf+YeOej+R/xm/tE3lpb2zuDnzgyiUumeGk95HitbB0Luh99Gj90i1vs/Xv2H5aNJfvSthHg4jaTR+LoQ4j647wvQ6TqMQ4p5A+p3AXUAzUAisEUJcC7wspaztZZ7TgccBDdgNLMa/L/YMYJaUcnfgutn4wweZgD9IKd8MklcG8Dr+bQ2bgEuklG1CiNeAE4ELpZTLAtcWAH/GP1b0nJTyyd6UOxhnLTgn7PnlK/8W9vy804J/dQIwCwU1MI+lnWBPntB1NZuiSHxxJrzxCkWptZwUpwNx9AU1MxOZm0HbmAQc2SbaMgWuDIkv00NqZgsT02uYnVTGUXEHKDHXkaGqOHWJd0MqcqyXN+b9hSLz4D9fCKuVyh/MxbqohvfKJqGtTuWFax8M+gTslRr1WuxEjCr+3TY+r5oIx+0E4OF7H+5Sb/+8mN3A60zsp61Y1vtI0ToYeh8KvfdX6/6yBD9u6D1yeqv1FxqPwd8kiA16o/dwRNJoTAHOD7yg73EalwU5thS/7vPwL6U4sZd57pBSLgQQQjwNzAqU88hZnD8FzpNShpvF3QAcL6XUhRB3A2fjn3t5HXDk3tu/Aa6UUobuwx0mCLoOVfT09Nmsu1jrTuaQL5lj8/azdvE4Emxuvpm1pm/2LWbErBk4s2w4sky4MgSudIkvw0NihoPitFpmJFcwM66MyZYqslWdRMWKV2qc/9PbSdZ1Euc1DolT0U6aw94LzFxw3Epe2jiXyUtaqfhVAzMtwee4bPDo1Dlio6N8kbiQrfVjaKhPIHPuNHZelcAlK2bz3vGPMGGIGjADQTT1PpK0DobeDb2PHr33RevPfL6QWGk0DqTee2w0DlScRinlR+HOCyF6vTpbSunt9NENlEkpq0SnJ67AjjY24KWAjWsBB/A/4BzgUsAmpVzSKS8V2BWwUXlEfmagAPirECIe/5aIO3tb9qFCAFZx+GfuadihUddZ4yyizJXKotRtPDh2KXbFjAmVCCI0dUOLt1A7KwFXusCdJvGle0hKdzAhtZ6pSZXMtJdRYqkiV/WQrFgwCwsHfG1cuu27JO1to6XAxspZ/+6T7UhRZk7mwNlp5JxykCUFy7j5g+8wcfFadOD5WSs58ulbkzo7vS5u2PZdLI0jP8xo++TxJKuLv574Z7JP0bnsjKvRt3zJdRzPg6UrmWaJ4+N9hXxlQp83gxoSoqn3kaB1MPRu6H306L0/Wi/4r2DkBuA5zEDrPWSjUQjxRynlzUKIT6DrALeU8iv9rEc3pJQv9iWdEOJc4Lf4h72Drc/PBiYBM/H3ZP6flPImIcRvgSeANOCMQF7z8K/odgEPhDCZEcirGMjCP+x9fl/KPtQc6VC2etp4o2Um9b543LoJn65iUjSSTW0U2OrJVJuxK2asou/bZPls0DBVItPcpKQ6GJ9Sz+TEKqbZyymxHCJXdZOimLAK/83758Yi/vzGGZQ8VUPjbBvqZdX9WnATDu2kOVScYCNhfg13Fr2IjsLdf7yCiX/yryxzvFPINMvGLmmcuocPXEncufkyUp9LQDSNnBAkEHx1oevseTQXmJgXv4ECk+DY1YvJ27KVZfIlAGYW+FffTTWPrDk+Q6334ax1MPTejqH32Nf7QGjd+ubqQSnbYDIUeg+3I8zNgbffl1JuaT8uhJjUm0oMNlLK14HXhRCP4B9SfuWIS5qAtVJKpxBiOXBb4Pgy/PMS724PISSlXAMcLYT4If4h+IeCmGwEtgWGpmuEEOkDXaeBRHQKi3MkS6oW8fk/jiL+kIbZoWNy+KidEceia1ZyRfpqUhQFq+jnHKY4nazJNUxIqmdSQhVT4sopMteQrXpIVFTcUvCWM5s7P74IU62ZMas0Cl9dyb6fL+Qn336Ry5N6Nc01LEp8PL45E6mdGUfjdB+5E2o5NqWGSmcS9/79YvJ+t4IsVqCfMJvvPPEmlyWup/0pWJM6pT4nD1Qv4t0PZ1P8Yity7fB0KnNmWli7dBxAl/hc7Q5FLZ5AzVdyaJgqKf5nC7Y31tD2Zgnnpm3gxHtuJe+vK4Pm29stq6JBVPU+jLQOht4NvY8evY8WrUP09R7JnMaH6Rpi59fARRHlPsgIIaxSyvYdu5uBYJsO7QKyhBAq/jmP+wLHrwOeBb4nhPgvIDsFMG8mROjBwOKYViGEHUgNXDvs8UoNHR2t0+rHHY1ZZG5wYNp5EL2xCenzkWaeiy7FgM3rSbS6uCh/A8XWQ4w315Op+EgMPH3+sHI+S985msT9MOWzOrRt/lH+0t8s4K1L7+v3XBeZaKf53Pk4chScuTpqvpPZefu5KO1LnjtwLDWfjaHyzTjkuq3kUQ5A1U0LeftH9zHGlEC7U2nVXfy3NY9fbziLtDfjKHpu5bAOPCI6zWvSKos5LXdWx+fMFSk8Nu4FTvnprRT9aBUSUCcVc37+Zh4unkwGKzueQEcy0dB7NLUOht7B0Pto0fto1TpEX+/hhqevxN/bNiOwdWB7jMayUGmiwOlCiPaew13Au0KIF4HjgRIhxH1SyteEEE8AHwI6cIUQIh//rjRnAVuBnwOvCSHuD1xTD1wGIIR4GH8P5rlCiMeklI/jbzgvxf/93Tg0Ve07mtR5pKGEp3YuwOM24XWZwKuQvMVMwo4v0erqkQuPomGynaYS+G78wM3kSDM5OC9xM8mKwC7MmEUcOjo/PnQMm345m8J9Dcgde9G8/va6OGYGa777IMlK/51aXF4b37jrPUqsVRSaa8lRNexC5cyt3yLutH2MY18XB+E57WiW3X4/GZ3CL+zxtvLLijNZ+850Sp6twLd3U7/LNdjUaSamr/oOiwp28NvsFex+aD7Ft66i9n8TeaPgBWo1H6nPHH7a/Np/P+ftaSkAIR1Klx0FhjnR0ns0tQ6G3g29jx69j1atQ/T1Hm54+mngaSHE96SUTxx5XghxgpTyk4gtDQJSyteA1444fHGQ6/4F/OuIw2cE/v9v4AVBVm9LKW8Cbjri2EfACX0oclTwofHUzgVk/jUOa50L9VAtsrkFrbmZ9vCl1XPjybtgH19JrGJ+3H76svNEMOxCJ89kZYtHss41Hl0Kni+bR8JNKrZd69D1rgFU//byXwbsj2i+uZXbUnfRKt1UaTp/a5jDK0tOIe2p4N3zP330aTICscI0qbPKDTd8cQ3WF1MY988VI2Ije4C6rRaO/cZWduVkc9azF3Hj197Bvt3DcXErOWfHhchTyjuuVScW8eodaVhZGxM9LhA9vUdT62DoTq3X3wAApB1JREFU3dD76NH7aNU6RF/vkaye7tZgDPBL+rczzKhh1/Ykzpp7ethr3lz3v0Etg8tlxlrdhlrdgK+8+9wFbyJMSqyiJK4Kuxi4Dvr2EBAXffR9Jv7JjVrXQty+fQSLtb/z8WPIM20cMNsCQbXm5Kozr0Hf8iUAaQR3Krv+dCynxvlte6XGm85kbvvsEoqe1FE+WTVgZRoqlOmTue+Np8lWdVp0yV5fMreNXwCBoZqWb86nZo7AXNjChJvLeWcA/4COVr1HU+tg6D0aeh8OWofRp/fRrHWIrn+PZE5jKEboLqSjD01KtGYLYvuX+FxdV0ipGenI3EycRR4uSVtNuuImTbEMmG2BYLtHJ36bFfn5upBPdMpRU/jizEfovI3TQLDandPhVMLx6tl/BGx4pcbLrRn85P2LmPKnxo65OCON/eelMc3iX7WYocLiSy9HYUPH+Q8eeIQqzU2jbqL0wzTeKQ6ez8u7Z9Gs2fhOYjUAltzhHYIEoqf3aGsdDL2DoffOxLLeR6vWIbp678969+E+X9SgE8KtoLu6L6mXOZm05SWSlO5gtkWhyJyAfQAbjQDP1i8g78+h54uU/Wwh97729KBsFP9MxXFhz7vPOoZf7l3HTIsNTeq87UzkJ8svYuofqke0U7Ed2zX61JyHN3T5fH/dDH5ftYg0xce58U427M8Lms8FxRu5ctIqfGioQkGrLOZgWU7Q0A7DiWjpPZpaB0Pv7Rh69xPLeh+tWofB13siqSFt96ensbQfaQ2GiDKvnVsrTiR5V/Dng0MnpdGaLzlpzIEuuwkMJK9snUWJY33I8x8vvr9jvslAIpEc/Ech6VQFPW8am8uzjy0hK2B7lRtu+exbTHmkEd/e0rB5D/f5UP83+e0unzPMLUAi4N9O66mPjkV4BXPPKOXq5EN+x1rZ9XG08+Togz43P9j9dUpX5XPSVzcSPFBB9Im23qOldTD03hlD735iVe+jWeswFHp/I6TtcKun7yZEb6KU8ldSyr5sJWgwxDQ3xLPiP7PJf6ey21wTNSmJad/exuKcDyk0taKKgd/OySl1Jv+mOeg8F4A9z88iQ9044HYBWnSFgieDz3MBSP2Ps8Op7PO2csMX11D0tD7in0K92fGcHV8HHA7a+9i7X6UY//yd8hvnUnLjCpbJl1h8q3/Ddq2yGLf0YkINGvdt4rhDwBIAdt8F4x6/FxYPP+caTb1HU+tg6N3Qe1diWe+jVeswNHq3FIwNaT9cT+OHgf8vA/YA64DZQEmklTOIPqoHkvbryIruT2TS5yPFrJGpOIkfpMj8e/+fvfMOj6M6+/Z9ZrZpV71bxbJlyd3GBYxtIDQn9JIXSAglocUhdEiAhC9vegMCOJAQAgFSCLwhEEpoBmO6ccEVF9xVLKt37WrbzPn+WEmWrN1V35VWc/vay7tTznNm5jePTn1OXRa5VaGn88/OrRyyDRlipERlWRoFYc67LutDIBCr6yeHz8b672SUD8IPjB4LtdCCzBqsYmKPbZbmwPMt+/FS8lc5e51TozlJOaoLqXvN9OiQDMI/skvdDZZo6j0SWtcC6xAExdD7EQy9x4beDd/em0joHRm6VTqkkqSUH3SElpkopfyNlPJtKeW9EPZZGYwylAYn8c+vRXf1Xv5Ld7nY+pt5XPKn73PtwQvwyVB1xsFjqewt4O4cbkscUvo+qaGFcCyiJfySZ25pRpM6rzhz2bByNknPxIZTiRe9X/j/XP07AM7/6hqk0nv/Jk8qZhG8FhqM04/d3vdBUSCaeo+E1lv00Et9GXo/gqH32NC74dt7Ewm9J9hDD8foTwrlQog/CyGuF0I8Bhzql1WDMYH9P+vIvXcNW7YWohO6FWOkaH8/I2zrSSg0qeORPhp1N54wtaJwPFD6Fcr8Ln6x9Wwm/7Mq7LFjyak06b1f6xkWOz/cv42FjoPsv9Taa3+xOdiy7UfYV5bd4/djeVEN0Tpooqn34dD6Xv/g14E39H4EQ+8jj+HbR4ZI6L3A0hry2D4LjVLKa4G/AI3Ak1LKq/s6x2AMEqW58Dn3r+F3DQNbzlyTOn40GjQPO70JtGhxg7JdtiaP+2uWEf92PNre0R9ao7/UbA8+U3G+1cnPn7yc+7/yHBBYq3SZuJjTvvSrPpf1mmyOR6ss6vr0t8Y6aomC3odD66taZw/avqF3Q++RxPDtI0Mk9C7CTJoSUoZXkxAiB7gISKYjNqOU8udhTzLogRCiFigdYTMFUsqMKNmOtv3xajuofeOZx7TtaNsfr7aD2jeeeUzbjrb9UWcb+ldo3AA8CHSFme8Y62hgYGBgYGBgYDBO6E+cxhIp5XMjnhMDAwMDAwMDA4NRS38KjalCiI3Azo7fUkr5zRHMk4GBgYGBgYGBwSijP93TvULsSCkjMZbAwMDAwMDAwMBglNCfQqMATgNyODIR5u8jn7XYQXU4pDk5Newxs9Nrw+7fXZoedr/b1YjP6+w15SktVZET8wMNyhLQpcQpLXilCQUds9BQkKhCR0EGPiIwdyrwCSTZPWGBwCc1djszUVoCswrb6w7VBRs4m56qykn5gTAhTimp+HxgS0oJixndaka3CDQLSIvEZNawm73Eqx78UqW63Iu3ub3XtXe3vaMmA3dV39Giwq25CeDNdTAxpY423UrbTgU3TrzSE9b2xm2e/l1stzzoxRamxzUB4EOnxu+gyROHEBKLqqHv9gPQSmOv+y6EiNRcyaDPPNb17m1twO/ubTsSWm/22WjdU9PnuxaLeg9lO5p6j4TWAdqaK4I+81jXezR9OwT3r0fbj1W9Sxk83lF/uqefB74gMIP6PwSCexuFxgFgTk5l4ndvD3vM+uv+FHb/Kd/+dtj9mz96OOj2jDwzD7+Sh0P4SFJ8+BCU+xOp1+JxKB7SFCc24ceu+LELiQrYFRUVgYKCWagAPdYtVYXCIX8bX1p9M7mvmhC65JOX7gra+uy05HDMX07nifxPADgjZ17Y6+hEsdmgaBKuyYm0TDThzJX4cz1MnNDA0owDnJCwh0/binm9dBY1N/41aBpebzaZj1zEi8Wv8kxLPsunh3csy8TFYfe7z1tE1t37eWrS6zzbWsiLMzJZJ98Nemx9o07hs7fz5py/k553OOgxoThenE7NV5by6f/7Q9BQH8+3JfHk1MkArJIvRLPVP6jtWNf71ndXBLUdCa2rpUm03nxn0Pse63oPZTuC9LrvkdA6wEev3R30mce63qPp2yG0fx0neg9KfwqNGVLKS4QQJ0kpfySEeHXEc2UwbLTpNta4isk3N1BsqUZFkqy0k6y0YxMaCYqGGTALgU0E5GAWKkpHCM9OZ3K0uH0SaDNhP9yO8IcO4GqudlJ2vJMzmNe1TZ01DW3H7qDHm/Jy8U7KQAfaJtpoy1Nw5eiYJriYm13NktQDLHHspdjURlqik6Jp1dwUoqLX6jzMmyc/wvkdDqO74zg6oGtfTkVNS6XsfMmDuW8Sr9hYnnQYdZfOuumhz9lw1m/puw0hODmvl9N+j5d40Tsm19fim5l4YCM/KVw4yNRjl0joXfEG13sktL7i3dA6jXW9nzl5kInHMLGu92j69udnZIc9b7zqvT8RS/1CCCtQIYT4MRB6JWuDUYcAVCSKCLz4ipCYhY5NaGgIajUL5ZqVUr+Z3T6Fcr/etdxUp0PxSD/bvG7edpnZ5nXjkb5A2j6B4vKiuLwDypO2YzdidS7n7mhEnTm1576MZPZ/w0rDrDiapiq0FflIntLAiQUHOC9zK2fEb2eO2UW6GsdxVsFViTWo7eFb61fJF3p89j+wmNLy7C5n0vn//gcWh0zj4E3TuXnJu8y1qF3brk2qwpc1sC6ZmS//mEPl4Z0RgL+0HLfUeLdd5XWXjTqt55Jdx1kFJb9aMiDb44FI6F3o/e8dGm6tp+7suyssVvXuzR2Y7fFArOs9mr696val/b7uTsaD3vvT0nimlNIvhFgOnAE8CSCEKJZS7h3R3BkMGZvwMs12mDTFSYLiw4zELEAFNnnTebl+IY3eOJq9cbR5LUxObOAHuW8yyyy6ap/7fDqXfnYd+s4E1FktPL/wL9gEmFsU2F+O7vcPOF97t+Uz87y3OPfNHSQrCkrHepoqazlz+2VUejMRWe0UZdWzILWcufZyDnlTebzuZH6f80lXtwqA4gy9Hm8wiu7+jGtevJHv7HmJn5kms8NTxRmOfeSZtjDZsZyp16/vcfyUDTZuTP4rj5afyo0puwncvQC6ZWDXvfPCn5PX8X17aQ6HtQQWWFpJUe09F40XgscbF/DB3CMrIjxZ9jG7fUnctfMi/KvSST+riqOWmR/3RELv0jOwStJwat26ZteA70ms6N1kv3eAVx77xLreo+nb2woGvgTieNB7f5YR9Hf875RS/kdKWdGx688jmjODYcEkdDLUVhIULzYRcCgOoWBXVFq1OHY2ZrGzOpv95ZlUHUxjW3UOtZqjR3dFreZA25VA3moP/l2Jgd8IVDfoTifSM7CBwABFt63lvilzOO3NOwBIUuJIUuKIV2x8MOcFZi0oYfGkEr6StZMscwvrWgv518EFvLX2GB5pLO6RltQH9nJLvx+xZiuPTy3kOKvg2qQq8kyBZZYOnv84GWuSMeXmUP/tJVy75yD3ZK3iZ1+ci/LdOOatuQaP9KFJHZfuRWgDvvQuZljsnB6nkaLaAdAqi/jmusAqnYd+sKSHQzFlZ3H9gUu4b8oc0s/bQ/bv11DfMjprotEkEnqnj8mDRzOcWtddrgHfk1jRu19Tg6Y7nol1vUfTt5vaBrfudSexqvf+tDSGYmh31CAiKEgShA+b0LEJgQIoQmBGJcfcyHEZZdQlxtPgsdPmtaIIyX0lZ/GAcqS7o6wpmcSDYG5wkbzbyjWfXIVi0snf7Bt0vtT0NGReFuZGlcOa4Jc1C0gzO1nq2MuxVjcXZG4hWXWRoLTz8KFlfFGRjWm/jYy98Norp/LHc7+CpVHB2gjwi6A2EkjheHF62HyU+F2c8clNONbbmXB+Kf+Z+hIb35rJxIo1WFonYhM+lu//Ghk/s6Dt3s7ES+B8jgtcQ3EhUn120Pdgi8fDwknlXb8bKnKpuTgRaMWbdMRR19y0lP/edR/Jionb153OltpclmQf5JGMx5gxaOuxyWjU+3BqPYs1Ie3Eut4rrwo/C3k8Eut6j6Zv9984tEnKsar3oRQao7AEusFAMQvIUCVmoWLuaHrvbP5fYHFTmPE+OqBJ8CH4c91JrPrHYlJ3eUEIpAIZbh3bwcPoNXWk7isj9UWQXi9yEN3SaloqMi8LV048riwTvjQ/d+y/hH2VGWSnN9OWZUVJ2sY8WxlZqpd9vkR2fj6R+BKVlN1+4j+vxF9aTtEqUDMy0GprKRnC/bmh4ESmsAUAuQKW3nIb7ul+Wr6xGM83Gnmo5MuYfpmK8tnmXuc2HptJ3MaBt7J20t2hAKTmVnDKsmxMhypYeNJuGoG2ry1m9d2/I0UN1JafyP+En9lm8sKBedya8d6gbccqo0nvI6H1oTKW9a4Yf3J6Eet6LxnCvRmq1ufMPzgk+7Gq96EUGgc22GAACCFygNeAmUB8x5jKO4ELCIQ9uEpK6RNCXA7cCDQAl0kpW4QQpwG/6sjflVLKoHPxhRCvACcDF0spV3Vs63WuEGI28BiBltXvSim3deTvGcAG/Ljz/FCY2iF9a/hm9nOWnBd2//ufPhF2/6Iz6oJuF4BZKKgIVHGkcVhBECcsxJt6zt5KNLmJq9OJO9CAjLOgOawoXj+ypTXQVTFI1IwMZE467RPicWaZaM8QuNMlqJJap4PjJpcyP7GcY+LKyFadrKg5nY8OFeIsSyRtiyDlCyfq5t343Udk982PP2NNaxHrhnESce6rh7jthrXsWZLNm2UzsfxvEqzt7VR+cXADM81rOfaM1uEzDhT9ZiefVU+FE/YA8PC9D3d1bwAd42L2Aa8yNXgSUWe8630ktb772MG37gdjLOl9NBIJrQOoE4Jvj3W9R9O3r3En8N/hMw+Mfb1DPwqNQoirpJR/FUIcB/wMeEpK+YKU8uwRzFcDcDrwUkceMoBTpZQnCiHuBi4UQrwMXA98iUAMye8A9wP/C3yFQIHzhwQKlcG4vuOc7gQ79xfANwAdeJRAwfUHwI+AbQQKt2ELjdFEEOiqUEUgLtfR8biOxidVVC+Idg+1J2XRcJob2RzPtD9lQn0Dit2O88uz0SyC5LUV+MvDx8cSFjNi3hxcmTacmSbc6QJ3msSf7iUh3UlRah1zkg4zN66c6ZZqslSdBMXC23tmYPkijtRKia1ZR922D72bU5FLj+HShC1cmrCBJ/KHZ2yfdsoC9l5kZp87i49rptDqtNF2YRyFa4+6puPmsNCyiY1eqPUlDIttCMz029EwgcaGeDIWzmLPNfF8fc183jnxESab44fNTiwTTb1HQutTHroebnshZB4GgqH3sU+s6z2avv3xypOBgU88C0Ws6L0/LY1XAH8FbgKuBf4LDI/XCoGU0g24xZGa0yLg/Y7vq4DLCKyF/XlHK+Qq4HEhhB1ol1K2AuuEEL8VQqjAG8A1wGzgLCnlbVLKym7pE+zcjl2pUsryjmOSOrbNBW6VUkohRKsQIqHjvFGHAKziyGMO5ki6E3AqOtLjpbkYXjvxj6x2TeOlF76MCihJiRw+SUFL1JBKHslvO0HToDl4eprDQt28eDxJAk+6xJfhJTHNyeSUBmYmVjLXXk6xpZoc1UuSYsEqrLzTHofWaubD5feTrh5xGl+55CrEJ1sC17VmK7dVHsuKCZ9hLR98CyiAMnc6Zeemkn3aIX6at4ZfbT2bfyx6kkXWQMR/35UaU//73a6Zdw2z4nndFc8v95yDy/u3IdnupDM0RKLVzZ9P/iNZp+lceda16Nu/4HpO5MGST5lliePDg4V8afKBYbEZi0RC76I5eJqR0HrR7WuH1GUGht5jiVjXezR9e2Pz8E00jCW996fQGC+E+BLQ1lHQGtpTHBzJQEvH92YgJcS2lG7bAFQppSaEuAP4E5AInBPCRq9zO/7v/sZ0flflkfUXO22PykJjg2bmn62ZuKUFn1RJUNo5Ka6kR83GI3284kznw+bprKsuwDfRhGYuRMt3k6zo5JvrqZ1nI29fHo0n5KHkuUiJd9M4Ix1Fm4rQgReD29dSNUxfrUWRgny7k3izhyJHLbPsFRRbqshRPSQrJqwiDgXBky15/Hb1efzhjL/1cCoAb//7rz1WHXjnhUVw82dMnRt+RumB3y6h8Aef9s7bKQs4fJKN+MW13FP0L6ZbKrl41Y2cM29bl1OBwBihfec9xoymGxE+OOvsDfzvjgtI/Hsi1pq+n8HRBAs26z53ES0FJhY5NlNgEhy/bjl523d0BaqdWxCYfTfTPGKjQmKCSOhdeycuqO1IaH3l4S0huyo7MfQ+foh1vUfTt0+ucjOY4lus670/hcbbgbOBXwghbASWEow0TRwJKp7Y8bup43v3bY3dtkGgSxkp5Q4hRBywUkoZqtAb9Nxu/3f/3j3wRKftUcnhlhR+uvJi1HaBqV3gTdFZfvq73J12JMRmtebh7tVfZ8q//DDZiu3iGk7N2c2J8XtIV+NYaqvl6uveYOvX8zk27iAnOPbgUDzsmJJH2YVpAKwJUWic6ahn9dxn8Ug/tbpkg3si0y2VZKneHg6lXm9n6f99Hz1O57unrGJZXCtgDp4ocOiHS9lx86Nhr714rpM33tqEKraw/us+vr3iVjI3tVM3N46mOX7mzzzILRM+IU1t47q/3UTBq80U/a6Kh3LW0D1eVycPXfw0aYqT+w6dyYRfmZAb1oFsD2p7wVwLG1ZOBOgRn6vToahFk6n9UjaNMyVF/2zF9tp62l8v5vzUzZz8i9vJ+3NvRwgMeMmq8UYk9H5wR1tQ29HUOhh6H4+MV71HROthGM96D1toFIH+259IKc/stvn3I5uloGwAbgDuA5YBa4E9wOyO7udlwFoppUsIESeEiCcwLnEngBDiLAKDE5YJIZ6QUvYaRR/qXKBBCJFHoMDY2Qm7TQixhMCYxkQpZcvR6Y0WFC84yhXMTomlVceVqVDuTgVAk3rghdcsOEpMqO+tJ1mfz6ysEn6Z+XlHCirpqoPbUkogpaR7ypxgOwwERP6bEPY1JJWalwotnr2ebNa2TOHc3EPYOxyKKhROv/JavIkmprz0KTU3LeXO/9lPOKcCsOWmRwj28ndHdKSvSZ1jLHDylRuo+VoCl6dtZ2ncQfJUM6dsvZyUc/YykTVU3byULTP+2SvdNt3Nf9ryaNYcnJl8kMo/TSFxw9rgRrvZ7roHlUU9atEZa5J5bOJznPaj25ny/bVIQJ1WxIX523i4aDrpfNprKSyD/hEJvb9tCl5wiqbWwdD7eGS86j2aWu+033UfxpnewxYaO8bs7RVCfB3YyJGWuxHtdBdCmIE3gWOAlcA9wIdCiI+BMmBFx+zpJ4CPCLQSXtZx+q+AdwjMgP6WECIBuItAt/Qs4IGO7Q8D5wLnCyEek1I+fvS5Hen9BPg/AsNHOifV3Af8HYjr2D9qEQl+LCfX4fGZafOYiHe4OTUpMLj3seYCfrf2DMzVZgrfaUYC5lon7Vr4l3oguHSFd5zT2O7MY3vjBMoOp2HLe78rLESd5sTc4Mb07g7UlBTeuOs+IPSg4IWbdTbOV3qsGhDSttQ56Gtjpy+df1Qvpc1n5cXiV7EKM+CgUXORcs6RGvmqu+4Henab7Pe18bPDZ7PhrdlkbPFT+dO1JD7Xt1Op10zMXns5ywp28+usNex7aDFFt6+l7r9Tea3gOeo0Pyl/PVLb/Mp/PuPNWcmBfIRwKD1WFDAISjT1Hk2tg6H38ch41Xs0tQ7jW+/9GtMInNnxgUB8xmtGLEeAlNJHoPWwO+uAe4867h/AP47atores5lP7fh/Ax2FQSnlLcAtfZ0rpdwGnHjUtkPAaf27mugy1V7PynlPd/WrK0CCYgHMPLV/CTPvKcdfVX0kIlRlLU6/ddjsOxSdq5NKMCWVQw7M+egmtGWSg/42Hq0/iU3fX4Bp80YAtMZG0tXg42c6+UnmRmY/+20ebGjhjtTwdRezgIkmOzmmVv4B7NiZj3Wqmf2+Nu4uu5DWk3o2OKcoR2xrUmetB276/Dqszycz8Z+BoMors08gneBdC92p32Hh+P/Zwd7sLM75xyXc/JW3sO/yckLcp5y3+2LkaRVdx6pTp/DyXalY2TCma6CjgWjqPZpaB0Pv45Hxqvdoah3Gt977LDRKKa8WQuQCOcBngL2PUwyOQm3zkLSmNOwx/sqqsPu7N38HY4+sD7rdhNJr0HEnbq8Zf1V1j21aYyNr9i3gJ45afLqKhkKqycm5CduYZYlji8fDc03H066ZuSBlE6fHhV9XTEF01P4CmBc2Uql5ueiBu8h6eA0mNrJws86lKev5wbwzmPrG9Rw8p3fcsql//S6Fi8vYvSeXqdevZyWJXFHuJDPEtQGYUVCFgorC3yatZHvOW7zfbuM3U04EAk6l4u6luNMlU+78lBl/v5E93/oTPqnxuiuJOz75OlOe1DFv3901iFWe00DDeVNJPXdP2OsGUGZP577XniZL1WnVJQf8SdwxaQkQcCitly6mdoHAXNjK5FsreCsGHAqMX71HU+tg6D0aRELrAYK3Qo1XvUdb6zA+9Q79i9N4D4FQNdOAYwmE2zlrhPNlEAE8bkvQ7cXf3MTabuNOFHsGzz57DVsXPcdFn1xP0RWbAR83/GI5m6/+PXYleDrQc+wHwNZFz/F8Wy5ZDx9ZDi1e9VBkUjh0zSymfnsNhQ9/hwMXH1navOjZ65lyz6dIYCpHanBXf+ky9v4miYQQS011xyrMLLTC3N9dz4RuS7GtvflB4oSFs+9cwOQffsofL8gnTW3jh+9ewvTHWtC3fYH9o3SumxDo8vly3CYApj5zbcd9CE3pBanMsgRquOkqLL/imygcOee9Bx6hWvPQpJsoeT+Vt4qCp/Pivnm0aDYuTwhMXbXkjO6QDKOV4dJ7KCKh9Q0n/pn+YOjdIBb0Plp9O4xfvYcP6hTgy1LKy4CWjjAzoUsIBmMK3defxw+6y4VrdzIA9m1Hmvnz3vPiI3xLYzCmW6pRHEdqkR/MjeOreYuY8GDghS++ZR1n5Mzr+kz5fmCcSckvl7D3bwu6zvMfLMXXYu3lvMJxz3ee6/F72d23MfXfNwDQ9M0l1PgCE+iVBB/lP1W5Zd8XfCNrPQ8VzeDOx69FR6IKhf2nPc2jpR+D3dbLRie243u2hi14uKcjur9+Dr+tXkaq4ud8h4vNpXlB07moaAtXT1uLHy0w+LuyiEPl2UFDOxiEJhp6H26t20R/RhQdIZb0nkDKgK59vBMLeo+mbxcLZ4W1N1713h8P5O3onpZCiCxg8IuPGowaNKkzvaAS11nHYT/QiGhzIV3taI2NQY8v+vk2jqm8gQnrjkQssu4o54y7b0cqAvhev21/5CrusWSV861Cri5Yw/OzckEP7qRM2VnsvPqPbPBIfsJCTtrmptFn58cpf+bWR/ptGrPomX7axxUk7U+hbvkSFly7jTvTNhKv2Lj09Ke7jpn56DXks4ac+9ZQd1M7p3x6A7ZP45nyP3vB9X8hbf2/6W/2+J1ubgUCK2oIq5WnPjge4RMsPKuEa5OqmGuxoVX2rI52Hxx9yO/hhn1fpWRtPqd8eQsQfFajQW+GU++7Klb02+5wa13rCg/bP2JL768N6NrHM7Gi92j6drlxR1h741Xv/Sk03kBgxnEKsAK4eSQzZDDy+KSGjs6Kwn+z9qECXLoVnzShIXhk5ZkU3dF7BpnudJK9IlBb3P/sPLJTW3CceYCkfw482m9njQ/gtYqNmMUWAK49VMWZBYuQPm+vc/xV1UxdfS1FV27m1YoNXWNpXLqfnbWZ/bb9o60XMJFAuInTPndyd1pgddEtHg97fJnEKzZ8UusKGQHw4yuf4+lfFlDxg6Vc/L3jmfTvdaySL7D9IUielh7Uji/LwbmOerqHl3js7S9TRODeVty8kOKb17BKvsDy22E5gdANHunDhBp0ZYepE6sIvIKw7x6Y+Pi9sDw2xsmMJMOtdzVkqNfeDLfWFz5+G3BHv+3Hkt4tBbm9jjHoTSzpPZq+/aJPvgMnBLc1nvXen0JjspTy0hHPicGI4JSSjR4vWaqXCaq9S6yalEw22Zia2HOW2RMFfS9skxjfTmFSHdV9HhmcKdZq1hJoqj86vELhGoX9xwU/r+jKQPO/qVusLbtigbjwqwZ0x9MeeMkP37WUu9MCAWTbdDcPVn2FdatncdKV9/ea5XdpQiOXHm4EtnBGzrweM+A8WvBXqCCzBquY2GObpWM5rrIfLyV/VW9HXKM5SVF6dv91r5keHZJB+PvX/TSeGG16H26tazODB1oORSzpHdn/rsrxQqzrPZq+fX9jWkhb41nv/fmrc5kQYrUQ4n4hxPEjniODYeVQaQbfu+FGTnrnNiq1wAsYmPVm6rG4fSc+b9/1iIzzd1O9ZPDxzL+ZWIdYnUv1LUt77Xso56M+z5+95ltd31912nFY+j9iYv2pj6BOncLpXw+sNapJnVecuWxYOZsp9+5gqzcNswheE4RAV0p3sqzBnXC86H1v/3P17wA4/6trOrr0e7LJkxrW9tGcfuz2fh03nhhteh9urS8uKBmQ/VjSe4LdGI5xNLGu92j69luLV4e0NZ713mfupZTfk1KeBjwHXC6EODjy2TIYLkSLC+ubG5j4skJdR1BXVShdn6PRtOFtvdqzLXiEpgcKX+Dm7/ZekfLY398aNj21uJD4N+KZu/4bXF12Ep+0TSUpxIoFZb7eIRvSVQf3v/0M8xxlgWP8Ln6x9Wwm/7MKraWFmZbgoVw6+dP6I+slnvLuHaSp/qDHNem97+MMi50f7t/GQsdB9l/aO1ZasTm87X1l2T1+P5bXtxMeb0RT75HQ+rlpW0MeH+t6L7D03Uo23oh1vUfTt3/zqFba7oxnvfcn5E4CcD7wVQIroNw30pkyGH6ENrAB9CPNLEscV/3sq9xXCLuv/RMAlf428p/aHXK+njprGvULUmmaBjYpSDK3c2rCLt4SvcfJALh3yR4x0NRpRdQtzqBhjiS+TMF847+ANDx1cejJsPdvC5ho2hI23xNN8d26FF5lUYjjarYHn2U63+rkhEeu5/5rn+FxCrtmQOsnzWeK+emg53Qy2RzfayC1QXBGk96HU+vTwvzhiXW9LzqjPOzx45lY1Xs0fXs4xrPehexjNp4Q4r8E7uBLwdZsNugbIUQtED4C7NApkFJmRMl2tO2PV9tB7RvPPKZtR9v+eLUd1L7xzGPadrTtjzrbEKbQKIQo7PwK9DhopNeeNjAwMDAwMDAwGF2EKzR2tqVK6DGiVkopR3TtaQMDAwMDAwMDg9FFn93TAEIIFcgEaqSUA18CxMDAwMDAwMDAYEzT51QqIcRlwMcEAnx/IoS4YsRzZWBgYGBgYGBgMKroz0SYNcCXpJR+IYQZ+FBKuSQiuYsRhBARmdomZe9ooGmpipyYH36SfLU/eOiETloPxfdpu62loi7YwNn0VFVOyjcHO6XfdIaSCEV9hZvWRl+vax8O27tLg6+A0Ynb1YjP6xwZ2yXhbUPw+646HNKcnBr2vNnpteFt93HdAG3NwZ95rOvd3T5yz7wvrQOU7mgbsXdtNOs91H2Ppt4jpXUg6DOPdb1H07dDaB8X63oP9Z5D/1aE0YEJQDmQ0/HbYIwwMd/EB29mhT3mgfoFYfe/f3eItZS68eGbdwedzTUp38z6lfl9nh+OJ5uzw+7/1UVbgm4fDtunfPvbYfdv/ujhEbN92lXX9XnMByt/0Ou+m5NTmfjd28Oet/66P4Xd39d1A3z0WvBnHk0iofdNn4zcM+9L6wDLp388Yu/aaNb7xk+DL0Q8TvQe1Has6z2avh1CP/NY13uo9xz6v/b0H4QQKUAjcGM/zjEwMDAwMDAwMIgh+iw0Sim3ARcIIQRwHPDFiOfKwMDAwMDAwMBgVNGfiTDvdnz9OXAt8GKYww0MDAwMDAwMDGKQ/ixE2XnMJCnld4CkEcyPgYGBgYGBgYHBKKQ/hcZSIcQ7wEohhAlCLh9pYGBgYGBgYGAQo/RnTONVQghTR8gdBTg/AvkyMDAwMDAwMDAYRfRn9jRSSn/H/zrQPKI5MjAwMDAwMDAwGHX0q9A4XhBCzAYeJ9AFvw+4Rh4V/VwI8RXgx4AKrJZS/r+IZ3QA7KrN4rgn7gh7TOHjB8Luj3PuHrR9iUST4UN7np0bPo6Ymhx+GG1jy+An9J+z5Lyw+9//9Imw+xedUTditld/+pc+01An9N5maof0reHv+VCvO5TtaBMJvStOd9DtkdB6gI/7cUxwxrLeQ9k29B67eo+mb4ehPfOxrPdw73l/xjQCIIS4q7/HjmF2SymXSilP6vh9bJBj3pNSntixKs5SIUSvaPEGBgYGBgYGBrFGvwuNwFkjlotRgpTS1+2nBzAJIZ4FEEI8I4Q4tvMYIYQKVAEtkc+pgYGBgYGBgUFkGUih8ckRy8UoQghxvhBiO5AJfAYcFEL8GTgspfys45jlwG6gXkrpiV5uDQwMDAwMDAwiQ78LjVLKZ0YyI6MFKeWrUsrZQAVwLvAYgaDmv+92zOPANCBPCDE/Khk1MDAwMDAwMIggA2lpjHmEENZuP1uAduC3wK0EVsTpOkZKqQHOjmMMDAwMDAwMDGIao9DYkzOFEB8IIT4AsgA7UCql/CPQJoT4MnC1EOJ9IcTHwAEppbEWt4GBgYGBgUHMM+CQO0KI30spbx2JzEQbKeUrwCtHbf5Px77Oa36HQJe1gYGBgYGBgcG4YcCFxlgtMMYq1loPkx/bF/YYf3XNiNnftyuJ8489u4+jqsLufXLb62H3n312U9Dte3clcs7CM8Oe+/rG/4bdP1iiaVtt85C0pjTsMf7K8Pf8jJx5/bAUXlfRIBJ6lyFi00VC6wB5+cG3G3oPjaH3wRNNvY9G3x5t+5HQ+x5ZH3LfgLunjYkfBgYGBgYGBgbjj8GMaZw77LkwMDAwMDAwMDAY1Qy40Cil/NtIZMTAwMDAwMDAwGD0YsyeNjAwMDAwMDAw6BOj0GhgYGBgYGBgYNAn/S40CiEeHMmMGBgYGBgYGBgYjF4G0tJozJo2MDAwMDAwMBinDKTQ+KsRy4WBgYGBgYGBgcGoRkgpo52HmEcIUQuEj8Y5dAqklBlRsh1t++PVdlD7xjOPadvRtj9ebQe1bzzzmLYdbfujzjYYhUYDAwMDAwMDA4N+YMyeNjAwMDAwMDAw6JPBLCP48EhkxMDAwMDAwMDAYPRidE8bGBgYGBgYGBj0iWmgJwghzpJSvjkSmYlV0lIVOTE//K2u9tvD7m89FB92v7u9EZ/XKY7eLoSIVK2gLtjAWXNSnLRlJ6EKHZPQEUJiFhqqkCjomIWGgkQVOgoy8BECAR2fwCV1XljnxehI2nUFtzRTX+GhrdHb69qH27Zf6rilikeaqHQmo7YJvK0N+N297/tgbQM0ajYavHYUIcm0tJKoaF3p+qTOXmcmSouCkOCqP9TrvnfXmwR0KXFKC15pGtR107HNJzV2d9gGaK/rbfto+6EY63qXUo643oJpXSIo39EakXdttOk9lO1o6j0SWgdoa6kI+sxjXe/R9O0Q2sfFut5D2YZBFBoBfRDnjGsm5pv44M2ssMc8UL8g7P737z4h7P5Nn0R91EDQ2VwJOfGc+fR5JJvbybC0YlN8pJtaSVDbcSge0hQnNuHHrvixC4kK2BUVFYGCgiqO6FaTkgbdS6nfTr0WzzPVS9hakYv/B48FzdBQbZuFCoDS8Xq96Ezh3t1n4G12MGV7HCm7NbauXjGstnUpebjhWJ794likhMzkNtLjnLg1E21eK5rHwqTPUkn/3I/Q4ONX7+p13zPyzDz8Sh4O4SNJ8eFDUO5PpF6LH9R1A6hC4ZC/jS+tvpncV00IXfLJS71tw7jRey8ioXUpga//eETetdGu962rfx/UdjT1HgmtA3z45t2RmCk8IGLdtwsZ2sfFut63vrsi5HMfcKFRSrlyoOcYjF9sio9iRw2pJicZphbMQiPD1IJDeLEJjQRFwwyYhcAmAnI0CxXlqOG2HulDQ3JYs7LGVUxpezobtk8hZYva1RIw3LY7XypVBH6/2zQT/6p0sqp0bPUeLM1eFG/wOtRgbWtIar0J+OriUFwK9V/E0+gBkxssTRKrT5Jc68Xa4IEQQ0vadBtrXMXkmxsotlSjIklW2klW2gd13Z34JNBmwn64HeE36o5HEwmtizC3Pdb1LnzBbRt6jw6x7ttD+deh2B8reg/1nsPgWhoNDPqNKiQJqhu74sGueLAIDZvwYRMaNhEQtyoEZqF0E/URMevo+KRGg+7HqSvs9WazuXkih51JWGpV7LU6in/4bXe+WDqSes2JU5dUuJKxtEiszRqqWwM99Is1WNsaGu2aGcUtMLWDqQ1M7YAAv0Pg1wVSmPE7ArVFNvS2LQAVidJRwlBEoItCRaIhqNUsaAjUjg4hu/CTbwKrULqu2yP97PPpVPkTyDa1Ms0csCd8AsXlNf6IBiESWg/XGRnretf3qEFtG3qPDuPVtw/F/pjRux7a0RiFRoMRxSa8TLMdJkFxk6y4UZFH1YQCYg1WA3VJLy5do0lXWOmczR5XNp9UTMa7KQVrE0zc5MK0eS+qq33YbB9dC6vXnDzeuJBNTfns2JVPYZkXS60TaTGhW03QrYtlOGyrQlDhSsJeoWBplZjbdExuSf1MlfzTypgY30i7ZsardziUF0PbTlOcJCg+zEjMAlRgkzedl+sX0uiNo9kbR5vXwuTEBn6Q+yazzKLruvf5dC797Dr0nQmos1p4fuFfsAkwtyiwvxzdH8Kbj2MiofWwrR8xrved291hbRt6jywx79uH+drHkt6lxxvy2vtdaBRCPCulvKy/xxsYAJiETobaikP4SVA0FMAhFBQhUBFBX2q9o4akS4lLQoNuY0dbLjsbs2gtTyR3u4atxoNp8150pxMpg9cKB2P76CZ7py7Z0pzH54dysVWasNS3oTS2oacmIOPMPUcTD4Ntv9Ro81qxNkksrTqWVh3VraHFKXyvYCWnxrk7nE/g3GB10e62bUL2sN2qxbGzMYvGNjvuNivSpdKabaM224FqOTIgu1ZzoO1KIH+1h3Ilkdp5DnJMrahu0J3OcI983BIJrQ+3/bGk90XW1j5tG3qPHDHv24f52seU3sNUTgfS0jhhAMcaGACgIEkQPmxCxyYECqAIgZnOwbiBF0tHR4eu7gq3FOz0ZrHVNZGS9jTe3zENy2EzKeUQv6cRpbEFfx/OPJxtVYiwTqVGc3LYb2KLp5BN+wuI220l6aCOqKxDejy0HZdL3WwV797gY26GYrvdZ8LWJlE0qJ9lxpNiwjyzhWxTKwqWXs5vILZzzI0cl1FGXWI8DR47bV4ripDcV3IWDyhHujvKmpJJPAjmBhfJu61c88lVKCad/M2+sLbHM9HUel/2Db0beh9uYt23I4APh9/+WNf7QAqNNw/gWAMDAMwCMlSJWahdzqT7S9WJJiU6Og26n53eNGr8CbxcM5/N+yei1pspeFfDseUgWl0Dus/bryn8wWyHmjnWMy86O70JvNkyl/V1BWSstpC+uhS9rh7NHegyqJmv8L2LX+beFxqH1TaAs91KarUHb6IZ66l1PDzjBTJUJ0VmU58OpS/bCyxuCjPeRwc0CT4Ef647iVX/WEzqLi8IgVQgw61jO3gYvaaO1H1lpL4I0utFGt10IYmm1kPZN/Ru6H2kiHXfbhNerv7p8NqHsa/3fhcapZTb+3vsaEMIkQO8BswE4qWUfiHEncAFBELFXCWl7FXEDnZex/Y+z+3OrtosjnvijrB5LHz8QNj9cc7dYfcrzuDjH6KNAMxCQe0YzwG9B0MDuKQPt5Q0aGZKvOlU+5IoaUrFXG3BWieIK2/CX1k1ZNsB+6Fmj2m06R7cUmePdyq7WrI53JDEhFo//kMVPY9N0jnFvpdHFc+w2Nakjh8Nt/SjKBJ/nAmfQ2FKSh2nxOlA3LBcd5ywEG+y9Tg+0eQmrk4n7kADMs6C5rCieP3IltZBdc2NV71HU+uh7AfyYOi9O8Op90hofbQS677dHmbW2XjVO4yfiTANwOnASwBCiAzgVCnliUKIu4ELgX/3dd4AzzUgEDT06Cb7Lmei+2jQA0FV17ZPYacrh/1tGWzdn4/SbCJti6B4VSl6YxO6yzVk233VALd5NX5R9lUONKbi2ptM6nbIrteIe28bOiDMFjynzcWVZSaruIYMpedLOxTbLbqbDZ4kqvxJHJ9XyoblE4m3ebg0c/2IX7dPqqheEO0eak/KouE0N7I5nml/yoT6BhS7HeeXZ6NZBMlrK/CXHxpwnsYD0dR6MPuG3g29jySx7ts7W++Gw34s6X0wK8IIOcbWHpRSugG3OOLwFgHvd3xfBVwmhFgDPAWcDfwSWCelfPmo84Kei1FoDEmgVtTz5evsrnBKnSrNTpNu5+PmYjZW5dFaG0/qZybsNTqONzbj9wRv2eivbas4IvFwTf+a1PnCO4FtWyeRcFBl8qZ2lA82A0ei2SuJ8VSeYMaT6+PyCXtIVGyoBE9zILYBmnSd9a4plLtTWJaykwdzV2JXzJhQGegS8QO1HXAqOtLjpbkYXjvxj6x2TeOlF74csJ6UyOGTFLREDankkfy2EzQNmgeUrZgnmlrvtG/o3dB7pIh53x4mzVjXu2gOneZgWhofBG4fxHmjiWSgpeN7M5AipawQQrwAPA7ESSl/2N9zRzCfYx7JkXhcPqnjljq1uokm3Ua5L40tzonUeeP5aH8RaomN+EZBYokXa007coh/RLujCgWtYyaejqRaa2e7N40W3cY+dzaHPCmsq5pI4j6VhHINc0UTnXPNFJsNJS2V5sX5eAs8ZGW0MNFaPyDb3dnhbee11rk0+B14dBN+XcWkaCSZ2imwNZChtmBXzFhF+Bl8oWjQzPyzNRO3tOCTKglKOyfFlTDZfGS5Mo/08YoznQ+bp7OuugDfRBOauRAt302yopNvrqd2no28fXk0npCHkuciJd5N44x0FG1qIMh0kHA/45nRonUw9G7ofeQZLXqPptY77XcnFvSuvRO6u3wwK8KM9QIjQBOQ2/E9seM3wDPAA8AZgzjXIAgSiVv6qdM0arU46nUH7zTPpqQtjX316Xj2JWJuEUz6xI36wXrQtY7zho7oFpqmk3bpxSd1XmmbwcOfn4q30UbKVpW07W4ym9uRO9cj/X60buccvGc+s0/dy3T7Bk5O/II0tY1CkwtVhF4zNpjtTlZUL+Ozvx+Do0rD7NQxOf3UzYlj2XWfclXaOpIVBasIv15tOA63pPDTlRejtgtM7QJvis7y09/l7rS9XcdUax7uXv11pvzLD5Ot2C6u4dSc3ZwYv4d0NY6ltlquvu4Ntn49n2PjDnKCYw8OxcOOKXmUXZgGwBrjj2gPoql1MPRu6D2yjFffHsp+J7Gg94M72kLaH0z39NVSyqcHd7mjhg3ADcB9wDJgbcf2nwL/C9wDnDfAcw2CoAMeqdOqm6nREqjyJ7OvNYPSxhSc1Q6SywTWRh3L5v1outZnegOzLXHp3m6/dVp1P24Je9uz0A7ZcdQqZGxshfWfh5y1J6c5eWLSq1iFCbtiIdCdEN6pdOKTGjo6WrcRHbubMsnY7MS05xB6UzPS7yfVvBBdih61xcGieMFRrmB2BmKBuTIVyt2pQKCrxiP91GoWHCUm1PfWk6zPZ1ZWCb/M/LwjBZV01cFtKSWQUtI9ZU6wHQYOA/CbIec0toim1gP2Db0beo8c4923Q+zq/W1T8KDqMLju6U2DOCeqCCHMwJvAMcBKAoXCD4UQHwNlwAohxLFAjpTybiGEKoT4NvDX7ucJIe6RUq4TQvQ4N/JXNHao9sVzf+2J7GiewMG6NNytVhK3WUg6pJHRomGrqEe0ufA3Df+AoV3ONI7fcBU+n4rfryI1gd5uAr8grsJE3hYflsZ2xKZdPWq/wmRCLphB/THxOCcIzipaj1WYwg6MDoYmdR5pLOapPUvwekz43CbwKSRtNxO/+wu0+gbk0mNonG6nuRi+5SgblusWCX4sJ9fh8Zlp85iId7g5NWkXAI81F/C7tWdgrjZT+E4zEjDXOmnXBtdVYnCEaGodDL0beo8s49m3w/jV+2C6p7cOm/UI0RESZ9lRm9cB93b7/RlwZcfxD3bbfvR5SCnvPepcgxA0uuN4cft8zOVWEvdDZq2G7b9ruvYPf3vLEUy1CmmPOzC3+TG1uBE+DdHQjO50obceibbf3amYCifhmZjKgYvMPHbWX5hibiRLNWFXbL0N9IEfjaf2LCHjz3FY692oVXXIlla0lpau665Z6CDvooN8KaGaxXGlgGNI1www1V7PynlPHxnkDSQoFsDMU/uXMPOecvxV1Ueuu7IWp986ZLvjnWhqHQy9G3qPLOPZt8P41ft4CbkTVay1HiY/ti/sMf7qmiHZCLXcUtTxKpgOW7FXChxVPmy17mEbw9UXwi+x1bajtLoRza1Ijxd/Y/DgxJ24J6XRUmDBktXGHEsjE0xD605wu81Ya9pRaxrxVxzutd+XANMSqimOqw4bF2wgmFBIV4M7J7fXjL+qusc2rbGRNfsW8BNHLT5dRUMh1eTk3IRtzLLEscXj4bmm42nXzFyQsonT48L/ORi3eo+i1sHQe9D8jLDeI6H1Ucs49+0w/vQesG9gMILYan0UP1aBbG5Fa2yM7B9Rrxfl4GG0xuauQdjhUObNpORqnS8Vb2dZyk5S1aHVzjQp0VosiF1f4Hf3DEatpqchczJwTfHy9dR1pCkeUhXLkOz1B487uI3ib25iLUe6MBR7Bs8+ew1bFz3HRZ9cT9EVmwEfN/xiOZuv/n3H+B+D7kRT62DoPRiG3keO8ezbIbb1Ho5+FxqFEKullKf193gDAwgsTeQvGZ6xHMFQEhIQzuCz2KRfQ6tv6Fc6akYGzcUJXDH3Y36WsaNj69DHgQiPgu7uvXqJzM6gPS+BxLQ25lsUzH3M1hsudF//YoLpLheu3cmwCOzbjoRfyHvPi+/qke5oHZtEROtChIwXaOi9N4beR47x7tthfOp9IC2NwZcCMDCIEorNhvuE6eifvD3ktCq/VkxLsc4MW+8uhsFQ7rNz++GTSdob/CWuOiWVtnzJKRPKekT0H0k0qTO9oBLXWcdhP9CIaHMhXe1oIbp1in6+jWMqb2DCuiNLTVl3lHPG3bcjFQF8LyL5NjiidSmAN4aenqH33hh6Hz2MZt8Osa/3XRUrQtoZSKHxkgEca2Awopjy86g+M5/6BRreHX0fHzatvFxuvfkFCi01HGNpZyDrgIaipdHBmn/PJ/+tyl4DwtXERGZdtpPl2e9TaGrrMybYcNAZGmJF4b9Z+1ABLt2KT5rQEDyy8kyK7ugdOUp3OsleERjYvv/ZeWSntuA48wBJ/4zRMVqjlO5aZxgKjYbeDb2PZka7b4fY17sqQ69J3e9Co5SybhDXYmAw7JgKJ+HNTcGVJYjLcKGYhzYpQstI5lzHQVKUOFQxPE5F9UJiqY48XN1rn/T7STZrZCguHH0sATUYnFKy0eMlS/UyQbV3BaHVpGSyycbUxJ6v8hMFrcGS6UFifDuFSXX0vhqDkeRorYthGExv6N3Q+2hlLPh2GN96NybCGIwplLnTKTsjFU+aJGFWHedO3MGT1oEveN+d3csd2IW5zzU8B4LS4CT++bVBg8rqLhdbf3M8lxQvZOo5e/nXlLcGFScsFIdKM/jeDTdSerHkoy+vIM8Uj4LosV5pd3zevt1Axvm7jT+gESaY1hUkPx9iuobeDb2PRsaKb4fxrffBrAgzQUpZOdDzDAyGgpqRQfvCSTRMN8PSJgqTmrkwewtnx+/mFTV0U3o49j20mOwZNfyo4NWQL9xIYf/POuzAlrzj0afowPA5FdHiwvrmBiaaFlF3mpk8U/hF7TVt+GvDBoMnnNYVGHSh0dB7AEPvo4tY8+0Q23ofTGrfHNYcGBj0A2FSkQpIBRQhMSk6ipAoDH6GljRL7GYfNsU3nFkdYCZGLmmhRTroi8FwEE7rQ/nTY+jdYDQSs74dYlLvQkrjRRtphBC1QOkImymQUmZEyXa07Y9X20HtG888pm1H2/54tR3UvvHMY9p2tO2POtswiEKjEOKHUkpj7XYDAwMDAwMDg3HEYAqNWVJKY4ywgYGBgYGBgcE4IqLd00KI9wj08icCBcAeYCpQIqU8LmIZMTAwMDAwMDAwGBARnUYmpTy1YynC3cAkKeUJwCQg/IrvBgYGBgYGBgYGUSVacRqnA8mAE0gi0NoYs6SnqnJS/tDWuqzTwp9fX+GmtdHXa7KZOSlO2rKSUBUdk9ARQmIWGqqQKOiYhYZAYhI6CjLwEQIBHZ9Akt0TloBE4pIKHj2Qr9IdbXUhBu1GpClbStnr2i3CKm04hpSuMKlIqwXNqqBbQFcBi860+Br8CMrKJW1B7vtQbPszHczMrgXg85Z0TC0iYNsCilnDbvbiUL0AlO9o7XXfu+vNKzVKPk8YcB56XXeH7QxbG/GKG6dupSzEM491vYeyHSmtA0Hve6zrvaHCTVujt5ftaOo9ElqH0P51POg9Wr49nI+Ldb2Hes8heoXG64E/CSGSgGbgu1HKR0SYlG9m/cr8IaXxZHN22P2/umhL0O227CQWPHoFSRY3aVYnVtVPlqWFBNVNvOom29SETfhIVl0kCB8WoZOgCBTALBTMqKhCoHQ0SuvoaFLikX62euP5wjMBDYVbZrwXiZlsA8KGg+PF6YM+31SQj3tKJi0FFpx5gvZcP/YMJ9dP/5jj4qyscRXz869uGX7btfDr9etZaLUAMO2jb2K1+ihKrWN6QjUpZicuzcrHdVMoP+2hXve9u942erzcM3nRgMz3uu48H+m5zRyXVcYJiXup9iXxZvUsyoLYPtr+YBnNev/txZuGdG3DQND7Hut6f+ji3kuhQXT1HgmtAyyf/nHwZz4+9N6LSGg9nI+Ldb2Hes8hSoVGKeUGIcR3gVxgA8O1IKRBL8yKRq6jmWRzOxmWVmyKj3RTKwlqOw7FQ5rixCb82BU/diFRAatQUAk4ElUEKhudzqRB91Lqt1OvJfNM9RK2VuQSGBb7XjQvc1hRbDYomkTb5ERaJppw5kr8uW6yM5upb3aQb6nnzda5rKyYgad954jYvubhpWy981E0qbP9xKfxSB8Nup+9viQ+bJvOyooZ1OxLC5rGjuoMvl1+Ak/kf9LlmAZi++jrLpjQwNKMA5yQsIdP24p5vXQWzaVJw3XJw0ok9F7Tvje6FznMjBW9e9qDF14MvRt67y8D0Xoo/zoc9ke73sO951EpNAoh7gFmA9OAY4EXgbOikZdYx6b4KHbUkGpykmFqwSw0MkwtOIQXm9BIUDTMgFkIbB2R881C7ap5duKRPjQkh7VALay0PZ0N26eQskVFDG150FGFKTcH7+RM2ibaaMtTcOXomCa4mJ1dwyRHPSX2NFY1zeKDQ1Nw70nC1D78tp15NhQPaFLHj4Zb+qnTNHZ4M1nVPIv3yotx70kibXfwJidztZOy452cwbyubeqsaWg7dge3m5eLd1IGOvS67rnZ1SxJPcASx16KTW2kJTopmlbNincvHr4LH0YioXelJXZWFBlLeg9l29C7off+MFCth/KvQ7U/FvR+kyfMdQz+FgyJL0spTxVCvCellEKI/heXDQaEKiQJqhu74sGueLAIDZvwYRMaNhFwKKoQmIXS5Ui6OxQdHZ/UaND9OHWFvd5sNjdP5LAzCUutir1WJ2IjuUYQxW6Hwok4CxJozTPhmiBw5/hIndDMvIzDLEgs5S97T2BKah0r985A3Wsn/QudutahrzgQzLac2YofjVbdS7WmsNE9ibfq57ChtAB1XxzpX0hStjb224a2YzdidS7nZG3nzUuOR9u558i+jGT2f8NKyjal13UvTdrHQlspBSaNeCWOTFWw2FbD33eG8SpRJBJ6V/xRurhhZCzqva6t/zfe0Luh904Gq/WUz2pGzP5o1/ut7aH/qEer0OgVQuQCUgiRBYzONzIGsAkv02yHSVDcJCtuVORRtc/AwmTBap8u6cWlazTpCiuds9njyuaTisl4N6VgbYKJm1yYNu+FMb6qkGlyAZ6CNNpyLThzFNqzdZjQztSsOhamlrHQUcJhXwomVWfjF5Nx7DOTttNP/GdlSI93RGwfm1tBrebhgD+eda4prKqewb7DGVj2xeGe4Oc3l/+F2ZZWsvL6b2vvtnxmnvcW5765g2RFQenomlJZy5nbL6PSm4nIaqcoq54FqeXMtZdzyJvK43Un8/ucTzCLI4vYWdfsGtJ1jxSR0LvqGsbmtigwVvV+x+f1A7Jl6N3Q+1C07q+sGjH7o13vitMd+poGdyuGzA3AA0AKsAK4OUr5iHlMQidDbcUh/CQoGgrgEAFBqYgezkShc3xLoBCoS4lLQoNuY0dbLjsbs2gtTyR3u4atxoNp81505+AWlB8NmLKz8E/MpCXPTtsEFVe2xJvlIzmrlVkZVRyfdJBj4kpp1W2sePssFK8guVSQttONecNu/E4nWtrgZtD1ZXtJ8n7WuXP4oGUaH1VMwaTqfH32Rn59+rZuqQzMdtFta7nvtjnseWwRm85ZQZJyZCjxB3Ne4KtxZ5NodnNMYjkqknWthXx8uJCm0mQeObWGO1IPdB2vu1yDuu6RJhJ6l3JsjscY63o3DTBCnKH38av34dB6w9VL4KkXRsT+aNe71EM/82hNhNkPXBoN2+MNBUmC8GETOjYRmDWnCIEZtWP/kVlzOnR1VbilYKc3i62uiZS0p/H+jmlYDptJKYf4PY0ojS34x2iBUU1PQ+Zl4cx10DbBhCtL4M7SMGW2My2znmNSKljkOMB0SzWtuoVf7DkXS5NC0n6dlO3N6Ft20vlK+RMH5lD7a9umeHmi4mS27s8nNaOFt4/5KymqfViu29yoclgT/LJmAWlmJ0sdeznW6uaCzC2BWZZKOw8fWsYXFdmY9tvI2AuvvXIqfzz3K1gaFayNkMWaIeVlpDD03htD74bex4veh1PrTV9uh6dGxv5o1zv8IqSdaE2E+V/gbKCr3bsj6LfBMGMWkKFKzELtciTdQyx0okmJjk6D7menN40afwIv18xn8/6JqPVmCt7VcGw5iFbXgO7zMvbqnqCmpSLzsnDlxOPK6nihM3T0TA8TMpuYmVLNwoQS5tjKKTC5aNZVvrfnEtrfziRrrw/H9ir8peVd6eknziOrYeWw2p5nKyNVdXPx5utoO5SILcvFc3OfJkUdfEyyo2370vzcsf8S9lVmkJ3eTFuWFSVpG/NsZWSpXvb5Etn5+UTiS1RSdvuJ/7wSf2k5RatAzchAq60ddF5GGkPvRzD0bui9k1jX+0ho/bZ573LLMNsfK3ovCWMvWt3TX5FSLomUMSHEbOBxQCOw+sxy4ENgDjBPShl0RZog511D4J71eW53JBKtjyb+s3MXhN2vJocP+dDY8kXQ7YJAPC4V0RVe4eiB0AAu6cMtJQ2amRJvOtW+JEqaUjFXW7DWCeLKm4ZljEc0UDMykDnptE+Ix5lloj1D4E6X+DO8pGS0MjWtlvmJ5RwTV0axuZ5URaFBhyu2Xo39n8lkl7SibNuL391znMe+K80kPxJ+vM9AbaerKi5d4tucgsz18dqiPzHFHD+s140qqXU6OG5yaZftbNXJiprT+ehQIc6yRNK2CFK+cKJu3t3jur/58WesaS1i97GhJ0QYeo8uht4jp/dIaD3Ax0G3jne9j6TWz4vf1WehMVb1vm5haLvRKjRuFEJcAGwnEIAeKeWB8KcMid1SyqUAQoingXnAhcC9AzzvWOCzfp47KhCIoAFcAVy6jwZdxy1V1rZPYacrh/1tGWzdn4/SbCJti6B4VSl6Y9OoHdMTDmExI+bNwZVpw5lpwp0ucKdJ/OleEtKdFKXWMSfpMHPjypluqSZL1VFR2ORN4LrV11D8tBdzRQX+0vJeNe/Gq5Zw90mv8uQfgo87GYztBMWKT2pc+KM7SdJ1EhY1DcqhDM62hbf3zMDyRRyplRJbs466bR96N4cilx7DpQlbuDRhA1Meuh5uG9x4n5HE0Luhd0Pvsa/3SGh9gho6fHSs6/2J/NAtn9EqNCYRKHhd2PFbEmjFGxGklN2riR6gXEpZLcSRVXI6ZnM/RaDb/JfAOinly0HOk0CPc0czgZqo2mNbZ1eFU+pUaXaadDsfNxezsSqP1tp4Uj8zYa/RcbyxGb9n7E5s1xwW6ubF404TeFIl/jQviWlOJqc0MDOxkrn2coot1eSoXmxCoVxT+VHphZS8UsiMN2vR9x7E7+8d9qD+20tY+p3P+EbiPp4iuA4GYjtJsWAWFsr87Vyx81skHmintcDGp/P+xWCWh++07UkSeNIlvozwtq3CyjvtcWitZj5cfj/p3bpKvnLJVYhPtgAg1mzltspjWTHhM4puXxu2CyNaGHo39G7oPfb1Hgmtm0XoQmOs691aHno8a7QmwlwthFCBTKBGSqmNtE0hxPnAr4E9QK+57FLKCiHECwS6o+OklD/sz3mjHcmRWFw+qeOWOrW6iSbdRrkvjS3OidR54/lofxFqiY34RkFiiRdrTTtyjDqUTvw2aJwpkakeklOcTEpuYHpCNbPsFRRbqshWPSQIhVpd8Ej9Yp77dDHTH2shZ9dnaL7eoUVMBfnsuiuH2095g6uTdhOvhHYqfdnOUT0kKyasHY7pj01T+ONrZ1H8VC1N822oV9agisEF1dVSNUxfrUWRgny7k3izhyJHbVDbCoInW/L47erz+MMZf+vhUADe/vdfOSNnXtfvd15YBDd/xsrDW1AnDCp7I4qhd0Pvht5jX+/R1Hp/7I91vU+dG7rlOVoTYS4jEGbnIFAohPiDlPKZkbQppXwVeFUI8QhwLvBSkMOeIRAK6IwBnjdqkciuiPO1Whz1uoN3mmdT0pbGvvp0PPsSMbcIJn3iRv1gPehax3kxQJxO5vRaJic2MC2+mmm2SgotNWSrHsxAqT+Ov9efwDur55OxSTJzzSH85YeCJlV161JmfO0L/pu7gqlmC2ZhG5DtGXEVTDHXkqV6SVBUPFLwhiuLuz+8BFOdmQlrNQpf/pSDP17KDy97nm8m1g36smc66lk991k80k+tLtngnsh0SyVZqreHM6nX21n6f99Hj9P57imrWBbXCphDpnvoh0vZcfOjg85XJDD0bujd0Ps40Hs0tR7E/njSe7S6p28CTpJS+oUQZgITS0as0CiEsEopO6tVLXSbtX0UPwX+F7gHOG8A541adMAjdVp1MzVaAlX+ZPa1ZlDamIKz2kFymcDaqGPZvB9NH/EG34gSb/HwP/lbKLTUkm+uJ0H4cEkTzzXP56mdS3C87yC+UqN4exXavoMEi7+vFhey+ydJPHD831kWV9dnDbSTBKubS/I3U2StYpK5gQzFT0LHC/29ysWsfOtYEkphxif1XdH7S361hDeuuG/QA6M70ZBUal4qtHj2erJZ2zKFc3MPYe9wJqpQOP3Ka/Emmpjy0qfU3LSUO/9nP+EcCsCWmx4B1LDHRBtD74beDb3Hvt6jqXUY33qPVqFRByYA5R3/j/QM/zOFEHd0fN8LvC2EeB44ESgWQtwHVAA5Usq7hRCqEOLbQM3R5wEcfa6U8pURzv+gqfbFc3/tiexonsDBujTcrVYSt1lIOqSR0aJhq6hHtLnwNzVHO6vDjknRqfMlsLUln3Ulk5j8iKTuGDuKHyZU+rEfqEPbfSCkM225bDEFN+7hg/y/M0G1o/anBtpBqsnJBQnbSFIEdmHGLOLQ0flB1XFs/dl8Cg82Incf6OoqEcfNYf23HiRJGZpDAXDpCu84p7Hdmcf2xgmUHU7Dlvd+19inOs2JucGN6d0dqCkpvHHXfUBouws362ycr/QaOzUaMfRu6N3Qe+zrPZpah/Gt92iuCPMHIUQK0AjcOJLGOgp1Rxfsvhbk0Cs7jn+w27ZeBUIpZbBzRyWN7jhe3D4fc7mVxP2QWath+++RQLWxU/fsjctv5pW9c/DW2rFVqTTMliSW+rGXNIV1KACH71rK8m+9zrVJe7EP4kW3C508k5XtXslG9yR0KXi2fBHxt6jY9m5EP8r2X17807A4FACHonN1UgmmpHLIgTkf3YS2THLQ38aj9Sex6fsLMG3eCIDW2Eh6mFmCAD/J3MjsZ7/Ngw0tPVYNGI0Yejf0bug99vUeTa3D+NZ7tCbCbAMuiIbtaLBvVxLnH3t2H0eFj5H15LbXw+4/++ym4Du8CqbDVuyVAkeVD1ute+yPZ+knHpcF08YEkiol8RUerKUNaPsO9ulIS3+2lJ9e+hwXxddhFpZB2e5csuuSD77L1D94UOtbiTsY3Paex48jz7RlUHZC2baKI10R5oWNVGpeLnrgLrIeXoOJjSzcrHNpynp+MO8Mpr5xPQfPeaJXOlP/+l0KF5exe08uU69fz0oSuaLcSWYfgWgNvUcHQ+8BIqn3SGgdIC8/xI5xqvdoah3Gr94hwoVGIcTvpZS3CiE+4qixuFLKL0UyL+MFW62P4scqkM2taI2N48KhdGJug9z3WjGV1eCvqu5XrbunUxl895RAsMur49hpRX62MeiYGgDlmBl8fvYjwMC6R/qy3Z2ti57j+bZcsh4+0gIRr3ooMikcumYWU7+9hsKHv8OBi//ctb/o2euZcs+nSGAqFV3br/7SZez9TRIbTvwzoxFD74beDb3HPtHUOsS+3hNGyzKCUspbO75+V0q5vXO7EGJaJPMxnpBeL/6SshFLX0lIQAgBo3DIjNLsgvWfh3yhj6bye0u542sv89X4Gswi/KDh/vCPhiXk/XFryAG75f+7lP+79kHileFzKKGYbqlGccxG71hP9oO5cXzAIiZ0rKlbfMs6zrhlXtfxU1gLQMkvl+DL91D8rU0A+A+W4ms5DpuI1siW8ERE787BhcoYaQy9H8HQ+/AwWvUeba1DbOv96IJpd6KlhoeP+v3LqOTCYEgoNhvuE6bjOmGUlvll/+vdrV9fzEXffJ8rEkp6NP0PhZd2zOt6iYPx4fL7mWsZeYcC8JGruEdenG8V8rVdVaCErnGbsrPYefUfefakQNfGSdvczN6o8MyyP6MN4N7GCp161x2ReWYDxtB7F4beh86o1nuUtQ6xrfdwRLp7+moCK7/MEUJ8SCCgvSQwi9pgDGHKz6P6zHzqF2iBp/hGtHM0eNTiQrJv3M/30jZhH6ZaoUvqTP9VS8huk/3PziNd3TIstvpDjS+x6/trFRsxi4Dtaw9VcWbBImSQgLf+qmqmrr6Wois382rFhi6H69L9LHz8NuCOXufEKt317t0R7dwMDUPvht77Ilb0PhJah9jX+87azJC2ItrSKKV8Wkp5EnCnlPJLUsqTOv6/PJL5MBgapsJJeCdl4MoSxGW4sGeErm2NBXbdk8LDk14aVDeCDDGK6EBdFtrufSHPm51bOWBbR6PJ/keqmmKt7vp+9HiewjWh3UDRlZsBMHWL32VXLGgz2/pte6xztN4V80hHCBtZxqreQ9kOhqH3wRNLeh+K1sP511jXO3Ghrz2ihcaOlkaAiUKIn3f/RDIfBoNHmTudsotyKD3HRtzxdVxSvJmvFW2OdrYGTf11S/j9ic8xQbUP+Fyf1NBCvNiWyvAF6cNtiWH398d2i+7u+8AOvplYh1idS/UtS3vteyjnoz7Pn73mW13fX3XaWVxQ0m/bY5lgek+xhl5ia7QzlvUeynYwDL0PjljS+1C1Hs6/xrreHZbQS0xGenTvpo7/V0XYrsEQUTMyaF84iYbpZljaRGFSMxdmb+Hs+N0owFgs9Ss2G5mXl7Isrgl1AOEXNKnjR6NZ9+KRoQcMh6P9/Qy0efqA1x/tbrvEHzzPe7YFd5IPFL7A2u9O7rX92N/fSg5rgpwRQC0uJP6NeOaav8HC7ENkWls5N20r/xxQzscW4fT+ijo2W9bHut5D2Tb0PnRiTe/DofVQ/rU/jHW9J5lCt6JGeiJMkhDiSwTGMR79MRjFCJOKVEAqoAiJSdFRhERhtC+0FZqyOxbw44L/Bprj+0nnS92gedjpTaBF6//SU93JuX8Nv2sY2ASio22vap09oPNnWeJ47L6vMu3J73Ztq/S3kf/U7pDnqLOmUb84i6ZpIKUgydzOqQm7OM5aEfKcWCCc3gdXbIo+Y13vA7Vt6L3/xJreh0PrA/Wv3RnreneI3mMgOxEygrPChBA/6fh6DGAn0PI4H3BLKb8asYxEGCFELVA6wmYKpJQZUbIdbfvj1XZQ+8Yzj2nb0bY/Xm0HtW8885i2HW37o842RLjQ2GVUiNeklOd2+/26lPKciGfEwMDAwMDAwMCgX0QrYqldCPENYDMwj0Cro4GBgYGBgYGBwSglWi2NKcB1QCFwAHhSStkQ8YwYGBgYGBgYGBj0i6gUGgGEEHOB5M7fUsoPo5IRAwMDAwMDAwODPolK97QQ4jWgAjjcsUkCMVtoTE9V5aT8oS1ftLs0Pex+t6sRn9fZa6KbOSlO2rKTUIWOSegIITELDVVIFHTMQkNBogodBRn4iMDKk4FPIMnOhP1Sxy1VPNJEpTMZtS2wp73uUF2wgbMWYZU2HIO+bmExo1vN6BaBZgFplihmnQxbG3bFg1O3UV3uxdvc3uvahRARqRFJ2Ts2gkVYpY/QM9CCkUBK13dlmokiawsA7VLnkDcFv6YQZ/LR6ozDWh4Ig9FKY6/73l1vO2oycFcdGpDtYHhzHUxMqaNNt9K2Uwlp+2j7g2U0693b2oDf3dt2JLTe7LPRuqcm6H2Pdb27ceKVnl62o6n3SGgdoK25Iugzj3W9R9u3AyH/rsWy3kPZhuiNaRRSyu9EyXbEmZRvZv3K/CGlccq3vx12/+aPjl7OO0BCTjxnPn0eyeZ2Miyt2BQf6aZWEtR2HIqHNMWJTfixK37sQqICdkVFRaCgdEWXVzrcyovOFO7dfQbeZgdTtseRsltDSMknL90VdDaXDQfHi9MHfL2KzQZFk3BNTqRloglnrsSf6yErs5n6Zgf3LfwPm10FrKyYQc3yZwac/kgzUIeyTFzc4/fhC5ey/rZHe2zb4W3nwufvZP5dn3Z5+VXyhV733evNJvORi3ix+FWeacln+fTwTuVo20fjPm8RWXfv56lJr/NsayEvzsgMaRtiX+9bV68IajsSWlf3pdF6852RmDU6ICKh93Xy3aBpRVPvkdA6wEev3R30mce63keBbw9632Nd76FsQ/QKjc1CiIeA7XTEaJRSPhWlvMQ0NsVHsaOGVJOTDFMLZqGRYWrBIbzYhEaComEGzEJgEwE5mIWK0hHCs9OZdAYpfbdpJv5V6WRV6djqPViavQNaPL4/mHJz8E7OpG2ijbY8BVeOjmmCi9nZNUxy1FNiT2NV0yw+ODQF954kTO3Daj6ihHqh81+rw3WLtyvOWJvu5ifl5zH10Qr8faTZ6jzMmyc/wvkdaXe3sUq+0C/7nahpqZSdL3kw903iFRvLkw6j7tJ5fkZ2H7mIDpHQu+IdvmXVBqr1tN2RiTMyUhh6H15iXe9j2bfD2NX7uumhz4l0cO9OVgJbAD+gdXwMRgBVSBJUN3bFg13x4FA82IQPm9CwiYBDUYXALBS6/4MjDkVHUqM5Oehro8KVjKVFYm3WUN0a6PqwFRoVux1l9nSc83JpmBVH01SFtiIfyVMaOLHgAGdk7OCjiilYFD8r987Aty2Z9C0SU6tvWOyPJrSde/B1vBaa1HnNOYH9z03FX1LW7zRWyRd6fPY/sJjS8uwuR9L5//4HFodM4+BN07l5ybvMtRwJ4X5tUhVVt/dermo0EBG9DwOD1XrGR9V9Jz4GMfQ+OGJd77Ho22H0692XFXrYQVRaGqWUfxNCHAcUAfullOujkY/xgE14mWY7TILiJllxoyKPqn0GxBKu9lmvOXm8cSGbmvLZsSufwjIvllon0mJCtw6PhEyTC/AUpNGWa8GZo9CercOEdqZm1bEwtYyFjhIO+1IwqTobv5iMY5+ZtJ1+4j8rQ3oG1lUwWghXC1Rstq7vO3xefvjeJcz41xfo82ex+xYb3174MSfG72ZV71WjQlJ092dc8+KNfGfPS/zMNJkdnirOcOwjz7SFyY7lTL2+52s4ZYONG5P/yqPlp3Jjym66r/3TVjB8rQ/DSUT0Loa2RsZQtO6vrBqS7WgyVL2XXTawNZANvY99vY9V3w5jW+96mIV0ojURZgWB2IwbgW8LIa6UUt4cjbzEOiahk6G24hB+EhQNBXAIBUUIVERYZ9KJU5dsac7j80O52CpNWOrbUBrb0FMTkHFDGwRuys7CPzGTljw7bRNUXNkSb5aP5KxWZmVUcXzSQY6JK6VVt7Hi7bNQvILkUkHaTjfmDbvxO51oaYMfjB1p+uou6KT9tDnYxEcc8rexfOdVWOpVFrxbyw/S3yBesfWdQBCk349Ys5XHpxbyRsUmFtuqgHgADp7/OFfMPYXGS+xUn13AXXc+y1JbBRdsvYas7+vM++U1bFn6FCZUPNKPqW10Li4WEb0P8tKHQ+sNVy+Bp17o29goYTj1/vIA77uh97Gv97Hk2yF29C7C9P1Ga0zjPCnlKR3f/yyE+CBK+Yh5FCQJwodN6NiEQAEUITCjogoR1qHUaE4O+01s8RSyaX8BcbutJB3UEZV1SI+HtuNyqZutBpzKAOe+q+lpyLwsnLkO2iaYcGUJ3Fkapsx2pmXWc0xKBYscB5huqaZVt/CLPediaVJI2q+Tsr0ZfctOOuv+/sTR1wqQQMqgBol3UnaOQoPm4aaDF+H1q7x75f3kmeKBIwVGnwz+ZvfHdonfxRmf3IRjvZ0J55fyn6kvsfGtmUysWIOldSI24WP5/q+R8TML2u7tTLwEzuc4ILDAvf/G0blcfCT07t07sFE9w6n1pi+3wygc/R0JvUuCa87Qe+zqfTT6doh9vUv12ZBpR6vQ2CqEuJzA2tPHAm1RykfMYxaQoUrMQsXMka4KOOJIoHftU5M6O70JvNkyl/V1BWSstpC+uhS9rh7N7QagZr7C9y5+GZvwcvVP+5cfNS0VmZeFKyceV1aHQ8nQ0TM9TMhsYmZKNQsTSphjK6fA5KJZV/nenktofzuTrL0+HNur8JeWd6WnnziPrIaVQ7hDo4+2ry3mq4vX852DF1PelMzqBU+Rosb3Ou6g3z1oGzcUnMgUtgAgV8DSW27DPd1PyzcW4/lGIw+VfBnTL1NRPtvc69zGYzOZM/8gJYO2PnJEQu/3vtDYr7yMhNZvm/cutwzpDo0++qt3zxDGTht6H5t6jzXfDmND73EbPSHTjlah8XJgOXALsB+4bDCJCCFygNeAmUC8lNIvhLgTuIDAJMOrpJS+jgLqjUADcJmUsiVIWmYC7WVzCLSE7uvY3utcIcRpwK8AN3CllLLvQEl9cM6S88Luf//TJ8LuX3RGXdDtAjALBRWB2m1sSqiuCp/UaNM9uKXOHu9UdrVkc7ghiQm1fvyHKnoem6Rzin0v9n6EzFIzMpA56bRPiMeZZaI9Q+BOl/gzvKRktDI1rZb5ieUcE1dGsbmeVEWhQYcrtl6N/Z/JZJe0omzbi9/ds6C070ozyY+M8Sl2HQirlcobFmJdVss75dPQ1qXw3HceJEXtvcqmT2o813Qc8Oqw2M599RC33bCWPUuyebNsJpb/TYK1vR3KLw5uYKZ5LWvcCfx3CPbGst4fVUI7VBhZrZ8XvytmCo0D1XuDNnyrzUZS70PVOoA6Ifj2WNd7rPh2GFt6P/aM1pBpRavQeAzwgJRSCiEEcCLw0SDSaQBOB14CEEJkAKdKKU8UQtwNXCiEeBm4HvgScBHwHeD+IGn5gQuBezs3dBQkg537v8BXCBRWf0igUDkqEfTsqghX+wTY5tX4RdlXOdCYimtvMqnbIbteI+69beiAMFvwnDYXV5aZrOIaMhTRVbMNat9iRsybgyvThjPThDtd4E6T+NO9JKQ7KUqtY07SYebGlTPdUk2WqqOisMmbwHWrr6H4aS/migr8peUc3VHReNUS7j7pVZ78Q7SCAAwf2ikLOHCRmYtO+JQXtixk+oo2Dv+8kbmW4OMXN3t1/vrZUoaj0KidsoC9F5nZ587i45optDpttF0YR+HanseJ4+aw0LKJjV54vPJkYNeQbQ83kdC7GmJiQCS0PkGNG8a7FT0Go/d6Z+/WmMHaNvQ+NvQeC74dxp7ea30JIdOLVqHxp1LK0wE6Co4/AZYNNBEppRtwiyOiXgS83/F9FYEWzJ3A5x2tkKuAx4UQ8cB/gfOAKwCblHIFUC16viBTg5xrB9qllK3AOiHEbwea70giAKs48piDOZJONKnzhXcC27ZOIuGgyuRN7SgfBGojnS+1khhP5QlmPLk+Lp+wh0TFFj5Nh4W6efG40wSeVIk/zUtimpPJKQ3MTKxkrr2cYks1OaoXm1Ao11R+VHohJa8UMuPNWvS9B/H7e0euqv/2EpZ+5zO+kbiPpwY7UnsUoMydTtm5qWSfdogVBau49b3Lmbp8Azrw7LxPgZ6FBE3q7PG5uWnntyj4j6D/ARrC2/5p3hp+tfVs/rHoSRZZA5ObfFdqTP3vd7tm3TXMiud1Vzy/3HMOjc2jc4B6RPQeIlJZJLRuFmO70DgUvVua/j5stg29jw29j2XfDmNX7y7v30KmG61Co10IYZFSeoUQVjqn+AydZKCz67kZSAm2TUrZJoT4NfAEkAqcNYD0Urptg+7z1Ec5qlDQZMA96EiqtXa2e9No0W3sc2dzyJPCuqqJJO5TSSjXMFc0dQXQVGw2lLRUmhfn4y3wkJXRwkRrfZ82/TZonCmRqR6SU5xMSm5gekI1s+wVFFuqyFY9JAiFWl3wSP1invt0MdMfayFn12dovt7hFkwF+ey6K4fbT3mDq5N2E6+MzT+i2ikLOHySjfjFtdw95Xl0FH7y+6uY+oc1ADjfKmSWZUuPc1y6l/fcidy97UpSnonH+vq6sDYO/HYJhT/4NKzte4r+xXRLJRevupFz5m3rcigQGBu177zHmNF0I8IHZ529gf/dcQGJf09kcpWbA0O/DSNKpPVuaD00w6F30Rw+BImhd0Pvo4WxrndrTWi70So03gt8LIQoBfKB4WqtawJyO74ndvxu6vjefRsEWiL/CPxEShlqilawcxu7bQN6tayPKgSiV+2zXXrxSZ1X2mbw8Oen4m20kbJVJW27m8zmduTO9Ui/v0fE9YP3zGf2qXuZbt/AyYlfkKa2UWhyoYo+yvtxOpnTa5mc2MC0+Gqm2SoptNSQrXowA6X+OP5efwLvrJ5PxibJzDWH8JcHHyJadetSZnztC/6bu4KpZgtmMbjQM9FAcTjwL5hK3dw4mmb7yZlcx/HJtVS6Ern3b18j7zdryGQN+knzufyJ17kyYROdsfc1qVPid/FAzTLefn8+Rc+3ITeELjAWz3XyxlubUMUW1n/dx7dX3ErmpvaA7Tl+5s88yC0TPiFNbeO6v91EwavNFP2uiody1hCsDvTQxU+Tpji579CZTPiVKaztaBNVvRta78LQe2Qw9D46iDm9y9BjSaMV3PtlIcQrQAZQK+WwrUO3AbgBuI9Ad/daYA8wWwihdtsGgbGK/yAQJ/I/Uspgo317nSuldAkh4jq6uGcS6P4etehIXLq322+dVt2PW8Le9iy0Q3YctQoZG1th/echS8BympMnJr2KVZg6lj5S6E8DcbzFw//kb6HQUku+uZ4E4cMlTTzXPJ+ndi7B8b6D+EqN4u1VaPsOBl1CSS0uZPdPknjg+L+zLK5uTNRAZYKdlvMX48wOLJWl5ruYn1fKJalf8EzZ8dR+MoHK1+OQG3eQR2AAevUtS3nz+/cxwRRPp0Np0938py2PX24+h9TX45jyzKchAjEcofMPiSZ1jrHAyVduoOZrCVyetp2lcQfJU82csvVyUs7Zy0TWUHXzUrbM+CdHO5RO282agzOTD1L5pykkblgb3OgoIZp6H69aB0Pv0cLQe3QYz3qPVnDvrwB3AVnAPCHEisEE9+6YqPImgYk1K4F7gA+FEB8DZcCKjtnTTxCYaNMIXCaEyAfOB84BdgA/Bv6fEOJ5ApNyioUQ90kpXzn63A7TvwLeITB7+luDugkRYpczjeM3XIXPp+L3q0hNoLebwC+IqzCRt8WHpbEdsWlXD7EKkwm5YAb1x8TjnCA4q2g9VmEKO+klGCZFp86XwNaWfNaVTGLyI5K6Y+wofphQ6cd+oA5t9wE0PXjMwZbLFlNw4x4+yP87E1Q76hipgcbltfM/97xDsbWaQnMd2aqGXaicveMbxJ1xkIkc7HG/vWccy6o77ye9W+iF/b42fnb4bDa8NZvifxzGf2Brv2y7pM5BXxs7fen8o3opbT4rLxa/ilWYAQeNmouUc/Z2Hb/qrvuBnmO2utvO2OKn8qdrSXxudP8BhejqfbxqHQy9RwtD79FhPOs9Wt3TPwZOBd6WUmpCiFmDSURK6aP3BJp1dJsB3XHcPwi0KnbSzJFxjP/p+CCl/FoQG0efi5RyFYHu7VGPqVYh7XEH5jY/phY3wqchGprRnS701iPT6rsL3FQ4Cc/EVA5cZOaxs/7CFHMjWaoJ+yBWInH5zbyydw7eWju2KpWG2ZLEUj/2kqawDgXg8F1LWf6t17k2aS92ZbiGvUaGfHMbd6TspU16qNZ0/tK4gJdWnEbqU73HoAD86NGnSVcDL7YmddZ64KbPr8P6fDIT/7mmz0Xsu2MWMNFkJ8fUyj+AHTvzsU41s9/Xxt1lF9J6Us9wNSndavfBbAOszD6BdILnfTQRTb2PV62DofdoYeg9OoxnvUer0Kh1fDpD7oztKVJ9sHdXIucsPDPsMa9vHErUu9AIv8RW247S6kY0tyI9XvyN4YO1uiel0VJgwZLVxhxLY0dz+uDwuCyYNiaQVCmJr/BgLW1A23eQMKsUAVD6s6X89NLnuCi+DrMIsxDmKEUgqNFcXHP2dejbvwAgNcRLufcPx3N63BYgEJ/rdVcSd3zydaY8qaN8NPDWDjMKqlBQUfjbpJVsz3mL99tt/GbKiUDAoVTcvRR3umTKnZ8y4+83sudbf+pl27x9d9dzkuc00HDeVFLP3dOn/fGq9/GqdRi/eo+m1sHQe7QYr3qH6BUa7wPeBWYQ6Fa+L0r5iHmE14ty8DBaYzOEqfl1osybScnVOl8q3s6ylJ2kqtYh2Te3Qe57rZjKavBXVffpUOBopzJmJqf3Yp0nu8uhhOPlc38P2PBJjRfb0vnhu5cw4w9NaDv7foH7wirMLLTC3N9dzwTWdG1fe/ODxAkLZ9+5gMk//JQ/XpBPmtrGD9+9hOmPtaBv+wL7R+lcNyEQm+7LcZsAmPrMtRRd0Tso7Gghmnofz1oHQ+/RwNB79Biveo945MyOlsUM4DQCq6+cIaV8M9L5GC9Iv4ZW39Avh6JmZNBSnMAVc9fz9MSPuDyhvmOcxOBRml2w/nP8VdX9Or7ye0u542sv89X4mjHvVP56+ISw+z3nHMfPDmxkrsWGJnXedCXww9WXMPN3NcPiULpzz3ee6/F72d23MfXfNwDQ9M0l1PgCAQGUBB/lP1W5Zd8XfCNrPQ8VzeDOx69FR6IKhf2nPc2jpR8jFg5qRMmIE029j2etg6H3aGDoPXrEst6xhx6qEPGWxo5g3mdLKf8K1EbavkFoKr9WTEuxzgzb4eFLVMp+Dz5o/fpiLvrm+1yRUIJ1jHZbdCKRHPp7IWkEd6im3Bz+8dgKMjvGuaz1wG2ffIMZjzThP1ASNu1V8oUB58csev5RSfu4gqT9KdQtX8KCa7dxZ9pG4hUbl57+dNcxMx+9hnzWkHPfGupuaueUT2/A9mk8U/5nL3LjjgHnYbQx7Hofp1oHQ+9jAUPvw0es6x3X/4W0Fa3u6XQhxOfAVgJjdKWU8ptRyosBYMrL5dabX6DQUsMxlnaOjlQ/0qjFhWTfuJ/vpW0a1ISb0UarrlDwZOiBxSn/dnU5lIO+Nm76/DqmPK0Pew20kx9tvYCJfA7AaZ87uTstMM5qi8fDHl8m8Uqg+0TpFvftx1c+x9O/LKDiB0u5+HvHM+nf61glX2D7Q3DRJ9+B8BXtUU009R5rWgdD76MdQ+/DS6zrPXlaekhb0So0Xh0luwYh0DKSOddxkBQlDjUKS5XtuieFjyb9nfhBzKSTfUa2ijyVZWkUhNl/XdaHQCBW1k8On43138koH4QfFD2YGmgnnvZAN9Thu5Zyd9qjXbYfrPoK61bP4qQr7yf9qHWNL01o5NLDjcAWzsiZ18P+/sa0QedlNBBNvQ9F61rIdQiii6H30c1Y1fto9O0Q+3r3aKGLhtFaDbwZuBT4fx3/t4Q/3GCk2b3cgV2Yw65dOlLUX7eE35/4HBNU+4DP9UkNbRQ6FtESfgkotzSjSZ1XnLlsWDmbpGdGzqEArD/1EdSpUzj964F1RrvbnnLvDrZ60zALNeTzN2Vn9fh9a/HqIeUn2kRL70PVeovuHoFcDR1D76Obsar30ejbIfb1nmVtDXocRK/Q+AJwAPhdx/8vRikf4559Dy2m7a1CfnTKqz0Wvo8Uis1G5uWlLItrGpBD06SOR/po1N145NiL2PRA6Vco87v4xdazmfzPqrDHDtShlPkcvbalqw7uf/sZ5jnKAsd0s621tDDTEn6d2T+tP/KKnvLuHXwzsS7M0aOXaOp9OLS+1z+0iWnRwtB7dBjreh+Lvh3Gvt7T1NCRI6PVPe2VUv674/seIcQ1UcrHuEeaJXazD5vii4r9sjsW8GTBIx1LV/UPTer40WjQPOz2JdKiha/1jUbK1uRxf+Iy4t+OR9v7+bCm7d4lOSNnXtdvdVoRdYszaJgjiS9TMN/4LyANT10cejLs/dsCJpq2hE1zoikerbKo49erw5rfSBJNvQ+H1tc4i4HSkcvkCGHoPTqMdb2PRd8OY1/vi8IcK4Zv2ef+I4R4FbACmwksAejv+I6U8scRz9AII4SoZeQ9fYGUMiNKtqNtf7zaDmrfeOYxbTva9ser7aD2jWce07ajbX/U2YboFRpPDrVPSvlBJPNiYGBgYGBgYGDQN9EqNNqB04FkOiI9SSn/HvGMGBgYGBgYGBgY9ItoTYRZCczusB/za08bGBgYGBgYGIx1ojURplFK+Zso2TYwMDAwMDAwMBgg0So06kKIl4DtBFaEickJMJ2kp6pyUv7QQmXsLgkdoR3A3d6Iz+vs1WJrToqTtqwkVEXHJHSEkJiFhiokCjpmoSGQmISOggx8RCCZRs1Go9eOIiSZlhYSlUBgYYHAKzX2ODNRWhQE4Ko7VBds4KxFWKWN3iEC+oM/08HM7MBKk5+3pGNqEegW0C2gmDXsZi8O1UtDhZu2Rm+va7cIq/ThHbDdBFIAmDinDZtQqNYstOyyIHUdmWBHzfEy2dqEU1cp2a7jlZ5etoUQkRr30eu+d9fbxm2eASWWQAp5c9qwC4UmXaGmJAXa2rv2C1UldUY79dsttNIY9JnHut69rQ343b1tR0LrAOU7WkO+a7Gudyl7x2CJpt4joXWAtpaKoM881vUeTd9etT0upI+Ldb1XbPcFfc8heoXGh7p9H53RO4eRSflm1q/MH1Iap111Xdj9Gz99JOh2W1YSC/50BUkWN2lWJ1bVT5alhQTVTbzqJtvUhE34SFZdJAgfFqGToAS08q+Wmfz70ALsZi835L/HsrgmAFQhOOT3cNaa75K4yo7QYdNT3ws6m8uGg+PF6YO76Fr49fr1LLQGQjZM++ibWK0+ilLrmJ5QTYrZiUuz8tDFwQOn2nAwUMeyTFzc9T3uj1m8XLwSgF1eF3eWXER1WwLzMip4d+0cim9dSxXvDu7aho9e97273tQJ+waU2PHidJy/K+Tjuf8BoEZzsqLuVP5bMhuLyU9uYguek6soErBKvhD0mce63ne/9FBw2xHQ+sd1Uyg/7aGQ79o40Hsvoqn3SGgd4IOVPwj+zGNc79H07QVhfFw0iYTe68O859EqNJ7S8b8A5hAoOH4YpbzENGZVI9fRTLK5nQxLKzbFR7qplQS1HYfiIU1xYhN+7Iofu5CogFUo6FLS4HdQ3ZSAlHCf90yeinPi1ky0ea04PRZMOx3Y6/0ctVb6sKDYbFA0iWseXsrWOx9FkzrbT3waj/TRoPvZ60viw7bprKyYgad9U9A0WmkckM3uTgVg/+tT4LbA9xkWO69NfZMd3nYufP4Oiu8Kve5otNm4zcPiLRfz5pzBzS1zvpqNNkdHFQqZqoNfZ23j11nbAHi+LYknmTyc2R1WIqF3xT+89dyBaL1mX+jl7Ay9G3qPNb0bvr030dZ7VAqNUsqfdf8thHg5GvkYD9gUH8WOGlJNTjJMLZiFRoapBYfwYhMaCYqGGTALga1jxQCzUNGQ1HoT8NXFobgU6r+Ip9EDJjdYmiRWnyS51ou1wQPDPAPflJuDd3ImzjwbiudIwFe39FOnaezwZrKqeRbvlRfj3pOEqb3vNMNxtEPpJP+1Oly3eLuC07bpbn5Sfh5TH60gdLz80cGGs35L351ewcl5vZz2e7zEC1uvfV+Lb2bigY38pHDh0DI4QkRC78I3fOs/D1TrabuHHqDN0HtPDL2PXr0bvj04I633M8OUG6NSaDxqBZgJMOjrN+gDVUgSVDd2xYNd8WARGjbhwyY0bCLgUFQhMAsFpWMyvYKChka7ZkZxC0ztYGoj8AIL8DsEfl0ghRm/Qw0Y2jD0vCp2OxROxFmQQGueCdcEgZzZih+NVt1Ltaaw0T2Jt+rnsKG0AHVfHOlfSOraRuY113buwUegGVWTOq85J7D/ualklqwZEXsjzcyXf8zbCx8nLz/8slb+0nLcUmNdu4pbmjneWk+6emTs0nFWQcmvlsA9Q1svdSSIhN71PeqQ8zlYradsHVgLy0Aw9G7ofbTp3fDt/Wc49e7NDT1WNVrd050dmpLAZJjfRykfMY9NeJlmO0yC4iZZcaMij6p9BhyCWajdnIpAFYIKVxL2CgVLq8TcpmNyS+pnquSfVsbE+EbaNTNevcOhDHH1cNPkAjwFabTlWnDmKLRn6zChnWNzK6jVPBzwx7PONYVV1TPYdzgDy7443BP8/Obyv3DH5+HX1QxHqJoodHSjdLDD5+WH713CjH99gT5/FrtvsfHthR9TdtnYWeZq54U/J6/j+/bSHA5rCSywtJKi2nuOjRGCxxsX8MHcuK5NT5Z9zG5fEnftvAj/qnTSz6piYKNpIkMk9L5zu3tIeRyK1mdbWsnK69tGKAy9G3ofS3qPpm8/MX43q0bvyIReDKfeTfZ7Q9qJVvf036JhdzxiEjoZaisO4SdB0VAAh1BQhEBF9HImAKpQ8EuNNq8Va5PE0qpjadVR3RpanML3ClZyapy7w/kEzh1sXdSUnYV/YiYteXbaJqi4siXeLB/JWa3MyqhiSfJ+1rlz+KBlGh9VTMGk6nx99kZ+ffq2I2kMMNxoOGfSnfbT5mATH3HI38bynVdhqVdZ8G4tP0h/g3gl4HReHqMRRmdY7MxAA+wAaJVFXF12EocXt3LoB0v4YO6RGrcpO4vrD1yC75RK0tkD7KH0hDnRyXgfRELvi6ytg8vbMGidQcxWNfRu6B3Gpt6j6dvHMkPV+97Jof+iR6ul0SBCKEgShA+b0LEJgQIoQmBGRRUiqEPppN1nwtYmUTSon2XGk2LCPLOFbFMrCpYexw4UNT0NmZeFM9dB2wQTriyBO0vDlNnOtMx6jkmpYJHjADbFyxMVJ7N1fz6pGS28fcxfSVHt/bKRQMrgZ/cBZecoNGgebjp4EV6/yrtX3k+eKR444lTkGJ38v8XjYeGk8q7fDRW51FycCLTiTTpyTTU3LeW/d91HsmLi9nWns6U2lyXZB3kk4zFmRCHffTEa9R4JrYOh93AYeo8tvUdC6z45AjM8I8RQ9V55VW3ItI1CY4xjFpChSsxCxcyRrgo44kiAoA7C2W4ltdqDN9GM9dQ6Hp7xAhmqkyKzafAOJS0VmZeFKyceV1aHQ8nQ0TM9TMhsYmZKNQsTSphnKyNVdXPx5utoO5SILcvFc3OfJkUdXFywgdL2tcV8dfF6vnPwYsqbklm94ClS1Phex3misAzncNDdoQCk5lZwyrJsTIcqWHjSbhoJ3IPVd/+u67qfyP+En9lm8sKBedya8V4Uct03o0nvY0XrYOjd0Pv40Xt/tX7QP7Ru+WgyVL0rYSqHY7rQKISYDTxOYIzkPmA5gdA9c4B5Usp9HcfNB+4jcL2/k1K+HiStdOBVwAc0A1+XUrYLIV4BTgYullKu6ji2APgjgb6iZ6SUTw71Ws5Zcl7Y/as//UvY/YvOqAu6XQBmoaB2jGPpJFjNE3rOZlMUiT/OhM+hMCWljlPidCCOwaBmZCBz0mmfEI8zy0R7hsCdLvFneEnJaGVqWi3zE8s5Jq6MYnM96aqKS5f4Nqcgc328tuhPTDH3frGHG2G1UnnDQqzLanmnfBrauhSe+86DQWvAPqnRoPW/JWi0U/SbnXxWPRVO2APAw/c+3OO6A+Ni9gGvMnWItmJZ72NF62DoPRJ6H6rWA3kJvt3Qe/8ZqNafazqOQJEgNhiI3sMxpguNwG4p5VIAIcTTwDzgQuDoUZw/Ai6QUoYbxd0InCil1IUQPwHOBf4NXA9856hjfwVcLaUM3YY7ShD07Kroq/bZorvZ4Emiyp/E8XmlbFg+kXibh0sz1w/OvsWMmDcHV6YNZ6YJd7rAnSbxp3tJSHdSlFrHnKTDzI0rZ7qlmixVJ0Gx4pMaF/7oTpJ0nYRFTRFxKtopCzhwkZmLTviUF7YsZPqKNg7/vJG5luBjXDZ7deqdkfnjPtIsExezo2ECjQ3xZCycxZ5r4vn6mvm8c+IjTI5QAWY4iKbex5LWwdC7offxo/fBaP2vny0lVgqNw6n3MV1olFL6uv30AOVSymrRrcYlhCgkMFDhBSGEl0AB0An8FzgPuAKwSSlXdEtLBfZ22Kg8Kj0zUAD8WQjhAG6WUu4Z/qsbHgRgFUcec1/dDk26znrXFMrdKSxL2cmDuSuxK2ZMqDDAQckAmsNC3bx43GkCT6rEn+YlMc3J5JQGZiZWMtdeTrGlmhzVS5JiwSwslPnbuWLnt0g80E5rgY1P5/1rULb7izJ3OmXnppJ92iFWFKzi1vcuZ+ryDejAs/M+5ejatyZ19vjc3LTzW1iaBhdgdTTROXg80ermzyf/kazTdK4861r07V9wPSfyYMmnzLLE8eHBQr40+UCUcxueaOp9LGgdDL0beh8/eh+K1gv+IygbsZxFjuHW+5guNAIIIc4Hfg3sAYLNz88CpgFzCXQz/z8p5S1CiF8DTwCpwFkdaS0CHgXcwAMhTKZ3pFUEZBLo9r5wmC5nRDnaoezwtvNa61wa/A48ugm/rmJSNJJM7RTYGshQW7ArZqxi8Gur+m3QOFMiUz0kpziZlNzA9IRqZtkrKLZUkaN6SFZMWEXg5f1j0xT++NpZFD9VS9N8G+qVNUOacBMO7ZQFHD7JRvziWu6e8jw6Cj/5/VVM/UNgZpnzrUJmWbb0OMele3nPncjd264k5Zl4RPPYCUECwWcXus9dREuBiUWOzRSYBMevW07e9h2skoG4dHMLArPvZprH1hifSOt9NGsdDL13Yug99vU+HFq3vr5uRPI2kkRC72O+0CilfBV4VQjxCIEu5ZeOOqQZ2CCldAkhVgN3dGxfRWBc4k+klHpHWuuBY4UQ3wOuoeca2Z00ATs7uqZrhRCh1/UaBYhuYXGOZkX1Mj77+zE4qjTMTh2T00/dnDiWXfcpV6WtI1lRsIohjmGK08mcXsvkxAamxVczI66CKeZaslQvCYqKRwrecGVx94eXYKozM2GtRuHLn3Lwx0v54WXP883E4GPXBoPicOBfMJW6uXE0zfaTM7mO45NrqXQlcu/fvkbeb9aQyRr0k+Zz+ROvc2XCJjprwZrUKfG7eKBmGW+/P5+i59uQG0anU1kw18KGlROBnmuTdjoUtWgytV/KpnGmpOifrdheW0/768Wcn7qZk39xO3l/Dr6MVnre4ZHP/BCJqt5HkdbB0Luh9/Gj9/GidYi+3sd0oVEIYZVSejp+tgDBFh3aC2QKIVQCYx4Pdmy/HvgH8G0hxH8AKaXsXAG9hRChBzsmx7QJIexASsexox6f1NDR0brNftzdlEnGZiemPYfQm5qRfj+p5oXoUgzbuJ4Eq5tL8jdTZK1ikrmBDMVPQkft83uVi1n51rEklMKMT+rRdgZ6+Ut+tYQ3rrhvyGNdZIKdlvMX48xWcOXoqPku5ueVcknqFzxTdjy1n0yg8vU45MYd5FEBQPUtS3nz+/cxwRRPp1Np0938py2PX24+h9TX45jyzKejOvCI6DauSass4oyceV2/M9Yk89jE5zjtR7cz5ftrkYA6rYgL87fxcNF00vm0qwY6lomG3qOpdTD0Dobex4vex6vWIfp6H9OFRuBMIURny+Fe4G0hxPPAiUCxEOI+KeUrQogngPcBHbhKCJEPnA+cA+wAfgy8IoS4v+OYBuBKACHEwwRaMM8XQjwmpXwc+CWwksD9uzkylzp4NKnzSGMxT+1Zgtdjwuc2gU8habuZ+N1foNU3IJceQ+N0O83F8C3H8I3kSDU5uSBhG0mKwC7MmEUcOjo/qDqOrT+bT+HBRuTuA2i+QHldHDeH9d96kCRl6E4tLq+d/7nnHYqt1RSa68hWNexC5ewd3yDujINM5GAPB+E941hW3Xk/6d3CL+z3tfGzw2ez4a3ZFP/jMP4DW4ecr5GmXjMxe+3lLCvYza+z1rDvocUU3b6Wuv9O5bWC56jT/KT89Uht8yv/+Yw3ZyUDhHQoPVYUGOVES+/R1DoYejf0Pn70Pl61DtHX+5guNEopXwFeOWrz14Ic93/A/x21+ayO///T8YHAmMejz70FuOWobR8AJw0iy1HBj8ZTe5aQ8ec4rPVu1Ko6ZEsrWktL13qONQsd5F10kC8lVLM4rpTBrDwRDLvQyTNZ2e6VbHRPQpeCZ8sXEX+Lim3vRnS9ZwDVv7z4p2H7I5pvbuOOlL20SQ/Vms5fGhfw0orTSH0qePP8jx59umsNTk3qrPXATZ9fh/X5ZCb+c82YWMgeoH6HheP/Zwd7s7M45x+XcPNX3sK+y8sJcZ9y3u6LkadVdB2rTp3Cy3elYmVDTLS4QPT0Hk2tg6F3Q+/jR+/jVesQfb2P6ULjWGHvrkTOWXhm2GNe3/jfEc2D223GWtOOWtOIv6L32AVfAkxLqKY4rhq7GL4G+s4QEJd88F2m/sGDWt9K3MGDBIu1v+fx48gzbRk22wJBjebimrOvQ9/+BQCpBHcqe/9wPKfHBWz7pMbrriTu+OTrTHlSR/lo7bDlKVIos6dz32tPk6XqtOqSA/4k7pi0BDq6alovXUztAoG5sJXJt1bw1jD+AR2veo+m1sHQezT0Phq0DuNP7+NZ6xBd/24UGscBmpRoLRbEri/wu3vOkFLT05A5GbimePl66jrSFA+pimXYbAsEu7w6jp1W5GcbQ9bolGNm8PnZj9B9GafhYJ0nu8uphOPlc38P2PBJjRfb0vnhu5cw4w9NXWNxxhqlF6QyyxKYtZiuwvIrvonC5q797z3wCNWahybdRMn7qbxVFDydF/fNo0WzcXlCDQCWnNEdggSip/doax0MvYOh9+7Est7Hq9Yhunof2YBgBqMG4VHQ3b2n1MvsDNrzEkhMczLfojDFHI99GAuNAP9oWELeH0OPFyn/36Xc+8rTI7JQ/F8PnxB2v+ec4/jZgY3MtdjQpM6brgR+uPoSZv6uZkw7FdvxPaNPLXh4c4/f99fP4bfVy0hV/JzvcLG5NC9oOhcVbeHqaWvxo6EKBa2yiEPl2UFDO4wmoqX3aGodDL13Yug9QCzrfbxqHUZe7wmkhLRttDTGOOU+O7cfPpmkvcHrB1WnpNKWLzllQlmP1QSGk5d2zKPYuSnk/g+X39813mQ4kUgO/b2QNKqD7jfl5vCPx1aQ2WF7rQdu++QbzHikCf+BkrBpj/bxUP9v+ps9fqebW4EEILCc1lMfHI/wCRaeVcK1SVUBx1rZszrafXD0Ib+HG/Z9lZK1+Zzy5S0ED1QQfaKt92hpHQy9d8fQe4BY1ft41jpEQu+vhbRtFBpjnJZGB2v+PZ/8typ7jTVRExOZddlOlme/T6GpDVUM/3JOLqkz/VctQce5AOx/dh7p6pZhtwvQqisUPBl8nAtAyr9dXU7loK+Nmz6/jilP62O+FurLcnCuox44ErT3sbe/TBGB8TsVNy+k+OY1rJIvsPz2wILtWmURHunDhBo07tvUiVXACgD23QMTH78Xlo8+5xpNvUdT62Do3dB7T2JZ7+NV6xAZvVsKckPaNwqNMY7qhcRSHXm4d41M+v0kmzUyFBeOEYrMf6Aui9yq0NP5Z+dWDtmGDBFZq7IsjYL/396Zx0dVnf//fe6dLftOQhISSULYEUERUFwAxQW3qlVrtSpKcV9aRf22Wqv+rLvVb12/1lq31rpU64YitVVCAJFFQMMWSICQhQSSzCSz3Dm/Pyb7LCEQM3HmvF+veWXm3nvOc5fPfXLW54RId2XmfwFfrK67d5+G9R/JaP8JPTD6x1ALzR9Sg1Xkddtm2e97vhV3TWfYYrtfmhrDTkqPLqSuNdOeIRmEZ3CObAmn3gdC64ZvHYKAKL13ovQeGXpXvt2fgdA7Mnir9OB8ExT9hlZvJ/7NUrwO/+W/vA4Hax+YyPnP/Jp55WfhlsHqjAePpcpfwF3Z3Zx4SPm7pYERxLGIxtBLnrVKM4b08p49h5WLxpH0amQ4lXjh/8K/c/kjAJx5TglS89//jTMVswhcCw3ErCPXH9pJ/kCEU+8DofVGb/ClvpTeO1F6jwy9K9/uz0DoPSE2+HAMVWiMcmLfWU7OgyWsWVuAl+CtGD8ULV9khGw9CYYhvTilmwZvK84QtaJQPLrjZCo8Du5dexrDX9sT8tgfk1PZ5/V/rUdbYrlj6zomx5Wz9UKr3/4R5kDLtneypSKr2+9nc788tJMME+HUe39ofbPn4NeBV3rvROn9h0f59h+GgdB7vqUp6LGq0KjwEaa1k7IfLuGR+pF9SmNILx4M6g0nG10JNBoxB2W7oiSXh2tmE/9pPMbmwR9a40CpWR94puIRVju/f/FiHj75DcC3VulscR4zj7u/12W9hpvjMaqKOj4HWmMdtIRB7/2h9cVN4w7avtK70vtAonz7D8NA6F2EmDQlpBzsKy3++BFC1AI7fmAz+VLKjDDZDrf9aLUd0L565hFtO9z2o9V2QPvqmUe07XDbH3S2QRUaFQqFQqFQKBQHwI+8zV2hUCgUCoVCMRCoQqNCoVAoFAqFoldUoVGhUCgUCoVC0SsquPcAoMfFSXNyashjxqXXhtxftiM95P5WRwNul91vylNaqibzhvkeswS8UmKXFlzShIYXszDQkOjCi4b0fYRv7pTv48uya8YCgVsalNmHoDX66h0tdTvrAg2cTU/V5WHDfGFC7FKy69u+LSklLGa8VjNei8CwgLRITGaDWLOLeN2JR+pUV7pw7W/xu/autjfUZNC6Z2ev9kKtuQngyokjL6WOZq+V5o0ardhxSWdI26vWOQ/sYrucg3eEhVEx+wBw46XGE8c+ZwxCSCy6gbfMA0ATDX73XQgxUAOVAz7zSNe7q6keT6u/7YHQ+n63jaZNNb2+a5Go92C2w6n3gdA6QPP+XQGfeaTrPZy+HQL71572I1XvUgaOd6QKjQOAOTmVvKtvDnnMiiufCbn/hKuuCrl/9ZdPBtyekWvmyfdyiRNukjQ3bgSVnkT2GvHEaU7SNDs24SFW8xArJDoQq+noCDQ0zEIH6LZuqS40dnqaOW7J9eS8b0J4JUvfvS3gbC67JZvD/28WLwxbCsCc7Ikhr6MdzWaDosNwDE+kMc+EPUfiyXGSN7Se6RnbOCZhE8uaR/DhjrHUXPuXgHm4XFkMeepc3h7xPq82DmP+qNCOZbY4L+T+1jOmkLlwK38+7ENebyrg7dFDWC4/D3js3gYvBa/fzMfj/0p67u4DuuZ2jhazqDl5Osv+538Dhvp4szmJF4uHA7BYvjUQMwiDEdB2pOt97edPBLQ9EFrXdyTRdP2tAe97pOs9mO0BxO++D4TWAb78YGHAZx7peg+nb4fg/jVK9B4QVWiMcJq9NkocIxhmrmeEpRodSbLWQrLWgk0YJGgGZsAsBDbhk4NZ6GhtIxfanUlPcbsl0GwidncLwhM8gKu52k7F0XbmMLFjmz52JMaGsoDHm3JzcB2WgRdozrPRnKvhyPZiGupgQlY101K3MS1uMyNMzaQl2ikaWc11QSp6TfbdfHz8U5zZ5jC6Oo6eAV17cyp6WioVZ0oey/mYeM3G/KTd6N95WT4qeJqVp/6B3tsQApP9YSUtd7qIF/4xuX4av5+8bau4u2DyQeYeuQyE3jVXYL0PhNaf+Dy4TiNd76cMP8jMI5hI13s4ffubo7NCpotWvasxjRGOAHQkmvC9+JqQmIUXmzAwENQaFioNKzs8ZsrcGpUeb8dyU+0OxSk9rHO18qnDzDpXK07p9uXtFmgOF5rD1adzMjaUIZbkMHdDA/qY4u77MpLZepGV+rEx7CvWaC5yk1xYz7H52zhjyFrmxK9nvNlBuh7DUVbBZYk16C2hW+sXy7e6fbY+OpUdlVkdzqT979ZHpwbNo/y6UVw/7XMmWPSObfOS9uDO7FuXzJh/3sXOytDOCMCzo5JWafB5i86HDht1Rvclu46yCrbfP61PtqOBgdC78B5471B/az11Y+9dYZGqd1dO32xHA5Gu93D69j03Tz/g624nGvSuWhojHJtwMdK2mzTNToLmxozELEAHvnGl88+9k2lwxbDfFUOzy8LwxHpuz/mYsWbRUfvc4vZy4ddX4t2YgD62kTcn/x82AeZGDbZW4vV4+nxem9cNY8wZnzD34w0kaxpa23qaOqWcsv5nVLmGIDJbKMrcy6TUSibEVrLTlcrzdcfzx+ylHd0qAJo9+Hq8gSha+DVXvH0tv9z0LveYhrPBuYc5cVvINa1heNx8ihes6HZ84Uob1yb/hacrT+TalDJ8d8+H19K369549u/Jbfu+fkc2u40EJlmaSNFjuy8aLwTPN0ziPxM6V0R4seIrytxJ3LbxXDyL00k/dQ89lpmPegZC79LZt0pSf2rdWvJdn+9JpOjdFPtgH6888ol0vYfTtzfn930JxGjQu2ppjHBMwkuG3kSC5sImfA4lTmjEajpNRgwbGzLZWJ3F1soh7ClPY111NrVGXLfuilojDuO7BHKXOPF8l+j7jUBvBa/djnT2bSAwQNFNpTxUOJ6ZH98CQJIWQ5IWQ7xm4z/j32LspO1MPWw7J2duJNPcyPKmAv5ePolPSg/nqYYR3fKS3r693NLjQZSs5fniAo6yCuYl7SHX5FtmqfzM58koScaUk83eq6Yxb1M5d2Yu5p7v56JdHcPEkitwSjeG9OLwuhBGny+9g9GWWGbFGKTosQAYVUVcuvxyAHbePq2bQzFlZbJg2/k8VDie9DM2kfXHEvY2Ds6aaDgZCL3TxwUR+lPrXoejz/ckUvTuMfSA+UYzka73cPp2U/PBrXvdTqTqXbU0RjgakgThxia82IRAAzQhMKOTbW7gqIwK6hLjqXfG0uyyognJQ9tP5VGts7ujYl8yieVgrneQXGbliqWXoZm8DFvtPujz0tPTkLmZmBt0dhuC+2omkWa2Mz1uM0daWzlryBqSdQcJWgtP7pzN97uyMG21kbEZPnjvRP4092QsDRrWBoB7A9pIIIWjxayQ57Hd42DO0uuIWxHL0DN38E7xu6z6ZAx5u0qwNOVhE27mb/0pGfdYMMrWk3c+nMlRvmsYUYDUXz/oe7DG6WTyYZUdv+t35VBzXiLQhCup01HXXDedf932EMmaiZuXz2JNbQ7Tssp5KuNZRh+09chkMOq9P7WeSUlQO5Gu96rLQs9CjkYiXe/h9O2eaw9tknKk6l0VGiMcs4AMXWIWOua2pvf25v9JllYKMr7ACxgS3Aieq5vB4lemkvqdC4RAapDR6sVWvhtvTR2pWypIfRuky4U8iG5pPS0VmZuJIzseR6YJd5qHW7aez5aqDLLS99OcaUVLWsdEWwWZuost7kQ2fptH/HadlDIP8d9W4dlRSdFi0DMyMGpr2X4I9+ea/GMpZA0A8gmYfsNNtI7y0HjRVJwXNfD49pMw3ZeK9vVqv7QNRw4hZlXfW1nb6epQAFJzdnHC7CxMO3cxeUYZDUDzT6eyZOEjpOi+2vILw5Zyj20Mb22byI0Z/z5o25HKYNL7D6H1Q+XHrHcNteRtTyJd79sP4d4cqtbHH1F+SPYjVe+DstAohMgGPgDGAPFSSo8Q4lbgLHxhDy6TUrqFEBcD1wL1wM+klI1CiJnA/UArcImUMuBcfCHEe8DxwHlSysVt2/zSCiHGAc/iG3N8tZRyXdv5vQrYgLva0wfD1ALpa0M3s58+7YyQ+79Y9kLI/VPm1AXcLgCz0NAR6KKzuV1DECMsxJu6z95KNLUSU+clZls9MsaCEWdFc3mQjU2+roqDRM/IQGan0zI0HnumiZYMQWu6BF1Sa4/jqOE7OCKxksNjKsjS7TxRM4svdxZgr0gkbY0g5Xs7+uoyPK2dY1wu/eprSpqKWN6Pk4hz3t/JTdeUsmlaFh9XjMHy2yQo9Xcq95avZIy5lCPnNPWfcaDogY18XV0Mx2wC4MkHn+zo3gDaxsVsAd6nOHAWYSfa9f5Dar3syINv3Q/Ej0nvg5GB0DqAPjTw9kjXezh9e0lrAv/qP/PAj1/vMEgLjfgKgbOAdwGEEBnAiVLKY4UQC4GzhRD/BBYAxwHnAr8EHgZ+C5yMr8B5B75CZSAWtKXpSqC09wIXAV7gaXwF19uB3wDr8BVuQxYaw4nA11WhC19crp7xuHriljq6C0SLk9oZmdTPbEXuj2fkM0Ngbz1abCz2k8ZhWATJpbvwVIaOjyUsZsTE8TiG2LAPMdGaLmhNk3jSXSSk2ylKrWN80m4mxFQyylJNpu4lQbPw6abRWL6PIbVKYtvvRV+3BW8XpyKnH86FCWu4MGElLwzrn7F9xgmT2HyumS2tmXxVU0iT3Ubz2TEUlPa4pqPGM9nyDatcUOtO6Bfb4Jvpt6F+KA318WRMHsumK+K5oOQIPjv2KYab4/vNTiQTTr0PhNYLH18AN70V9Bz6gtL7j59I13s4ffvzVccDfZ94FoxI0fugLDRKKVuBVtFZc5oCfNH2fTHwM2Aj8G1bK+Ri4HkhRCzQIqVsApYLIf4ghNCBj4ArgHHAqVLKm6SUVV3yJ1Datl2pUsrKtmOS2rZNAG6UUkohRJMQIqEt3aBDAFbR+ZgDOZKu+JyKF+l0sX8EfHDsn1jiGMm7b52EDmhJieyeoWEkGkgtl+RP7WAYsD9wfkachbqJ8TiTBM50iTvDRWKaneEp9YxJrGJCbCUjLNVk6y6SNAtWYeWzlhiMJjP/nf8w6Xqn0zj5/MsQS9f4rqtkLTdVHckTQ7/GWnnwLaAA2oRRVMxNJWvmTn6XW8L9a0/jlSkvMsXqi/jvvsSg+F9Xd8y8qx8bz4eOeO7bdDoO18uHZLud9tAQidZWnjv+T2TO9HLJqfPwrv+eBRzLY9uXMdYSw3/LCzhu+LZ+sRmJDITexf7AeQ6E1otuLj2kLjNQeo8kIl3v4fTtDfv7b6JhJOl9UBYaA5AMNLZ93w+kBNmW0mUbgC6lNIQQtwDPAInA6UFs+KVt+9v1jWn/rkvZMaWs3fagLDTWG2ZeaxpCq7TgljoJWgszYrZ3q9k4pZv37On8d/8ollfn484zYZgLMIa1kqx5GWbeS+1EG7lbcmk4Jhct10FKfCsNo9PRjGKEF3g7sH0j1cB0Ti2aFAyLtRNvdlIUV8vY2F2MsOwhW3eSrJmwihg0BC825vKHJWfwv3Ne7uZUAD79x1+6rTrw2VtT4PqvKZ4Qekbptj9Mo+D2Zf7ndsIkds+wET+1ljuL/s4oSxXnLb6W0yeu63Aq4BsjtOWMZxm971qEG049bSW/3XAWiX9NxFrT+zPoSaBgs61zp9CYb2JK3GryTYKjl88nd/2GjkC1E/J9s+/GmPsWgiLaGAi9G5/FBLQ9EFpftHtN0K7KdpTeo4dI13s4ffvwPa0cTPEt0vX+Yyk07gNy2r4ntv3e1/a967aGLtvA16WMlHKDECIGWCSlDFZ1CZi2y9+u37sGnmi3PSjZ3ZjC7xadh94iMLUIXCle5s/6nIVpmzuOqTacLFxyAYV/98BwK7bzajgxu4xj4zeRrscw3VbL5Vd+xNoLhnFkTDnHxG0iTnOyoTCXirPTACgJUmgcE7eXJRNexyk91HolK1vzGGWpIlN3dXMoe70tTP/br/HGeLn6hMXMjmkCzIEzBXbeMZ0N1z8d8tpHTLDz0SffoIs1rLjAzVVP3MiQb1qomxDDvvEejhhTzg1Dl5KmN3Ply9eR//5+ih7Zw+PZJXSN19XO4+e9RJpm56GdpzD0fhNy5XKQLQFtT5pgYeWiPIBu8bnaHYpeNJza47JoGCMpeq0J2wcraPlwBGemrub4e28m9zl/Rwj0ecmqaGMg9F6+oTmg7XBqHZTeo5Fo1fuAaD0E0az3H0uhcSVwDfAQMBsoBTYB49q6n2cDpVJKhxAiRggRj29c4kYAIcSp+AYnzBZCvCCl9BtFHywtUC+EyMVXYGzvhF0nhJiGb0xjopSysWd+gwXNBXGVGma7xNLkxTFEo7I1FQBDen0vvGEhbrsJ/d8rSPYewdjM7dw35Nu2HHTS9ThuStkOKdu75swxtt2AT+QPBLFvIKkyXOwy4tnszKK0sZC5OTuJbXMoutCYdck8XIkmCt9dRs1107n1J1sJ5VQA1lz3FIFe/q6ItvwN6eVwCxx/yUpqfprAxWnrmR5TTq5u5oS1F5Ny+mbyKGHP9dNZM/o1v3ybva2805zLfiOOU5LLqXqmkMSVpYGNdrHdcQ+qirrVojNKknk27w1m/uZmCn9digT0kUWcPWwdTxaNIp1lfkthKQ6MgdD7p6bABadwah2U3qORaNV7OLXebr/jPkSZ3gdloVEIYQY+Bg4HFgF3Av8VQnwFVABPtM2efgH4El8r4c/akt8PfIZvBvQvhBAJwG34uqXHAo+2bX8SmAucKYR4Vkr5fM+0bfndDfwN3/CR9kk1DwF/BWLa9g9aRIIHy/F1ON1mmp0m4uNaOTHJN7j32f35PFI6B3O1mYLP9iMBc62dFiP0S90XHF6Nz+wjWW/PZX3DUCp2p2HL/aIjLESdYcdc34rp8w3oKSl8dNtDQPBBwZNXe1l1hNZt1YCgtqWXcnczG93pvFI9nWa3lbdHvI9VmIE4GgwHKad31sgX3/Yw0L3bZKu7mXt2n8bKT8aRscZD1e9KSXyjd6ey1zAxrvRiZueX8f8yS9jy+FSKbi6l7l/FfJD/BnWGh5S/dNY2T37naz4em+w7jyAOpduKAoqAhFPv4dQ6KL1HI9Gq93BqHaJb74Oy0CildONrPezKcuDBHse9ArzSY9ti/Gczn9j2dyVthUEp5Q3ADb2llVKuA47tsW0nMPPAria8FMfuZdHElzr61TUgQbMAZv68dRpj7qzEs6e6MyJUVS12j7Xf7MdpXi5P2o4pqRKyYfyX12HMlpR7mnl67wy++fUkTKtXAWA0NJCuBx4/087dQ1Yx7vWreKy+kVtSQ484MQvIM8WSbWriFWDDxmFYi81sdTezsOJsmmZ0b3BO0TptG9JLqROu+/ZKrG8mk/eaL6jyoqxjSCdw10JX9m6wcPRPNrA5K5PTXzmf60/+hNjvXBwTs4wzys5DztzVcaxeXMg/b0vFysofdQ10MBBOvYdT66D0Ho1Eq97DqXWIbr0PykJjpKE3O0kq2RHyGE/VnpD7uzZ/B2KT3BtwuwnNb9BxO60uM5491d22GQ0NlGyZxN1xtbi9OgYaqSY7cxPWMdYSwxqnkzf2HU2LYeaslG+YFRN6XTEN0Vb782Ge3ECV4eLcR28j88kSTKxi8movF6as4PaJcyj+aAHlp/vHLSv+y9UUTK2gbFMOxQtWsIhEfl5pZ0iQawMwo6ELDR2Nlw9bxPrsT/iixcYDhccCPqeya+F0WtMlhbcuY/Rfr2XTL57BLQ0+dCRxy9ILKHzRi3l9WccgVnl6PfVnFJM6d1PI6wbQxo3ioQ9eIlP30uSVbPMkccth0wCfQ2m6cCq1kwTmgiaG37iLTyLAoUD06j2cWgel93AwEFr3EbgVKlr1Hm6tQ3TqHVShMapxtloCbh9x6TeUdhl3osVm8PrrV7B2yhucu3QBRT9fDbi55t75rL78j8RqgfOB7mM/ANZOeYM3m3PIfLJzObR43UmRSWPnFWMpvqqEgid/ybbznuvYX/T6AgrvXIYEiumswV1+3M/Y/EASCUGWmuqKVZiZbIUJjyxgaJel2Eqvf4wYYeG0Wycx/I5l/OmsYaTpzdzx+fmMerYR77rvif0ynSuH+rp8Tor5BoDiV+e13Yfg7DgrlbEWXw03XYf5P78Ujc40/370KaoNJ/u8JrZ/kconRYHzeXvLRBoNGxcn+KauWrIHd0iGwUp/6T0YA6H1lcc+x4Gg9K6IBL0PVt8O0av30EGdFBGN131gj9/rcOAoSwYgdl1nM3/uv124Cd3SGIhRlmq0uM5a5H8mxHBO7hSGPuZ74UfcsJw52RM7PoW/9o0z2X7fNDa/PKkjnad8B+5Gq5/zCsWdv3yj2+/ZC2+i+B/XALDv0mnUuH0T6LUEN5W/07lhy/dclLmCx4tGc+vz8/Ai0YXG1pkv8fSOryDW5mejHdvR3VvDJj3Z3RE9vHc8f6ieTarm4cw4B6t35AbM59yiNVw+shQPhm/wd1UROyuzAoZ2UAQnHHrvb63bRN/q+ZGk9wRS+nTt0U4k6D2cvl1MHhvSXrTqXbU0RimG9DIqvwrHqUcRu60B0exAOlowGhoCHl/0+3UcXnUNQ5d3RiyybqhkzsKbkZoAfnXAtr90jOi2ZJX9kwIuzy/hzbE54A3spExZmWy8/E+sdEruZjIz1rXS4I7lrpTnuPGpAzaNWXTPP+2rXSRtTaFu/jQmzVvHrWmriNdsXDjrpY5jxjx9BcMoIfuhEuqua+GEZddgWxZP4U82g+NvQW39z6iPu/1ONzcBvhU1hNXKn/9zNMItmHzqduYl7WGCxYZR1b062nVw9E6Pk2u2nMP20mGccNIaIPCsRoU//an373Y9ccB2+1vrRkd42AMjsvT+QZ+uPZqJFL2H07fLVRtC2otWvatCYxTilgZevDxR8A9KH8/H4bXiliYMBE8tOoWiW/xnkHntdrKe8NUWt74+kazURuJO2UbSa32P9tte4wP4YNcqzGINAPN27uGU/ClIt8svjWdPNcVL5lF0yWre37WyYyyNw+thY+2QA7b9m7VnkYcv3MTMb+0sTPOtLrrG6WSTewjxmg23NDpCRgDcdckbvHRfPrtun855vzqaw/6xnMXyLdY/Dskj0wPacWfGMTduL13DSzz76UkU4bu3u66fzIjrS1gs32L+zTAfX+gGp3RjQg+4skNx3h7gCQC23Al5zz8I8yNjnMwPSX/rXQ8a6tWf/tb65OdvAm45YPuRpHdLfo7fMQp/Iknv4fTt5y79JRwT2FY0610VGiMcu5SscrrI1F0M1WM7xGpIyXCTjeLE7rPMXsjvfWGbxPgWCpLqqO71yMAUWqspxddU3zO8QkGJxtajAqcrusTX/G/qEmsrVrNATOhVA7ribPG95Ltvm87CNF8A2WZvK4/tOZnlS8Yy45KH/Wb5XZjQwIW7G4A1zMme2G0GnNMI/ArlD6nBKvK6bbO0LcdVcdd0hi32d8Q1hp0UrXv3X9eaac+QDMKjRpf0ZLDpvb+1bowJHGg5GJGkd+SBd1VGC5Gu93D69q0NaUFtRbPe1X+dCGfnjgx+dc21zPjsJqoM3wvom/Vm6ra4fTtuV+/1iIwzy6iedvDxzC9NrEMsyaH6hul++x7P/rLX9ONKftHx/X17LHEW5wHbXnHiU+jFhcy6wLfWqCG9vGfPYeWicRQ+uIG1rjTMInBNEHxdKV3JtAZ2wvHC/96+c/kjAJx5Tklbl353vnGmhrTdk1lHrj+g46KJwab3/tb61PztfbIfSXpPiFXDMXoS6XoPp2+/ccSSoLaiWe+q0BjhiEYH1o9XkvdPjbq2oK660Do+PTGM/pXEpnWxAbc/WvAW11/9jt/2I/94Y8j89BEFxH8Uz4QVF3F5xQyWNheTFGTFggq3f8iGdD2Ohz99lYlxFb5jPA7uXXsaw1/bg9HYyBhL4FAu7TyzonO9xBM+v4U03RPwuH1e//s42hLLHVvXMTmunK0X+sdKG2EObXtLRVa338/m9u6Eo41w6n0gtD43bW3Q4yNd7/mW3lvJoo1I13s4ffulPVppuxLNelfd01GCMPo2gP6HZqwlhsvuOYeHCqBs3jMAVHmaGfbnsqDz9fSxI9k7KZV9I8EmBUnmFk5M+I5PhP84GYDW72S3GGj6yCLqpmZQP14SX6FhvvbvQBrOuhi8ybD55UnkmdaEPO88U3yXLoX3mRLkuJr1gWeZHmG1c8xTC3h43qs8T0HHDGjvjCMoNL8UME07w83xfgOpFYEZTHrvT62PDPGPJ9L1PmVOZcjjo5lI1Xs4fXsoolnvQvZxNp6i7wghaoHQEWAPnXwpZUaYbIfbfrTaDmhfPfOIth1u+9FqO6B99cwj2na47Q8626AKjQqFQqFQKBSKA0CNaVQoFAqFQqFQ9IoqNCoUCoVCoVAoekUVGhUKhUKhUCgUvaIKjQqFQqFQKBSKXlGFRoVCoVAoFApFr6hCo0KhUCgUCoWiV1ShUaFQKBQKhULRK6rQqFAoFAqFQqHoFVVoVCgUCoVCoVD0yv8H1J7Bux/O3CEAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_error_matrix(\"../../../../solvers_and_timings/nucleation22/petsc/LinearCGSSolver/*/*/t=300.0.npz\",\n", + " \"../../../../solvers_and_timings/nucleation22/petsc/LinearPCGSolver/*/*/t=300.0.npz\",\n", + " nucleation, key=\"phi\")" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "2566fb0b-882c-4464-9f07-54797004614c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "> \u001b[0;32m/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/4215461971.py\u001b[0m(4)\u001b[0;36mis_converged\u001b[0;34m()\u001b[0m\n", + "\u001b[0;32m 2 \u001b[0;31m \u001b[0mconverged\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m{\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0m\u001b[0;32m 3 \u001b[0;31m \u001b[0;32mfor\u001b[0m \u001b[0mpath\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mpaths\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0m\u001b[0;32m----> 4 \u001b[0;31m \u001b[0m_\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msuite\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msolver\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpreconditioner\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnumberOfElements\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0m_\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpath\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msplit\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'/'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0m\u001b[0;32m 5 \u001b[0;31m \u001b[0;32mif\u001b[0m \u001b[0mpreconditioner\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m\"NoneType\"\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0m\u001b[0;32m 6 \u001b[0;31m \u001b[0mpreconditioner\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m\"unpreconditioned\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0m\n" + ] + }, + { + "name": "stdin", + "output_type": "stream", + "text": [ + "ipdb> path.split('/')\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['..', '..', '..', '..', 'solvers_and_timings', 'nucleation22', 'petsc', 'LinearPCGSolver', 'ILUPreconditioner', '9', 't=300.0.npz']\n" + ] + }, + { + "name": "stdin", + "output_type": "stream", + "text": [ + "ipdb> q\n" + ] + } + ], + "source": [ + "%debug" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "60ad8055-f0aa-4376-bdb6-2f46d63e1f26", + "metadata": {}, + "outputs": [ + { + "ename": "ValueError", + "evalue": "too many values to unpack (expected 6)", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", + "Input \u001b[0;32mIn [42]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43mplot_error_matrix\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m../../../../solvers_and_timings/harmonic/petsc/LinearPCGSolver/*/*/solution.npz\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m 2\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m../../../../solvers_and_timings/harmonic_right/scipy/LinearPCGSolver/*/*/solution.npz\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m 3\u001b[0m \u001b[43m \u001b[49m\u001b[43mharmonic\u001b[49m\u001b[43m)\u001b[49m\n", + "Input \u001b[0;32mIn [7]\u001b[0m, in \u001b[0;36mplot_error_matrix\u001b[0;34m(patternA, patternB, df)\u001b[0m\n\u001b[1;32m 8\u001b[0m NA \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mlen\u001b[39m(pathsA)\n\u001b[1;32m 9\u001b[0m NB \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mlen\u001b[39m(pathsB)\n\u001b[0;32m---> 11\u001b[0m convergedA \u001b[38;5;241m=\u001b[39m \u001b[43mis_converged\u001b[49m\u001b[43m(\u001b[49m\u001b[43mpathsA\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdf\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 12\u001b[0m convergedB \u001b[38;5;241m=\u001b[39m is_converged(pathsB, df)\n\u001b[1;32m 14\u001b[0m fig, axs \u001b[38;5;241m=\u001b[39m plt\u001b[38;5;241m.\u001b[39msubplots(nrows\u001b[38;5;241m=\u001b[39mNB, ncols\u001b[38;5;241m=\u001b[39mNA, figsize\u001b[38;5;241m=\u001b[39m(\u001b[38;5;241m10\u001b[39m, \u001b[38;5;241m10\u001b[39m \u001b[38;5;241m*\u001b[39m NB \u001b[38;5;241m/\u001b[39m NA))\n", + "Input \u001b[0;32mIn [6]\u001b[0m, in \u001b[0;36mis_converged\u001b[0;34m(paths, df)\u001b[0m\n\u001b[1;32m 2\u001b[0m converged \u001b[38;5;241m=\u001b[39m {}\n\u001b[1;32m 3\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m path \u001b[38;5;129;01min\u001b[39;00m paths:\n\u001b[0;32m----> 4\u001b[0m _, suite, solver, preconditioner, numberOfElements, _ \u001b[38;5;241m=\u001b[39m path\u001b[38;5;241m.\u001b[39msplit(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m/\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 5\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m preconditioner \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mNoneType\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n\u001b[1;32m 6\u001b[0m preconditioner \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124munpreconditioned\u001b[39m\u001b[38;5;124m\"\u001b[39m\n", + "\u001b[0;31mValueError\u001b[0m: too many values to unpack (expected 6)" + ] + } + ], + "source": [ + "plot_error_matrix(\"../../../../solvers_and_timings/harmonic/petsc/LinearPCGSolver/*/*/solution.npz\",\n", + " \"../../../../solvers_and_timings/harmonic_right/scipy/LinearPCGSolver/*/*/solution.npz\",\n", + " harmonic)" + ] + }, { "cell_type": "code", "execution_count": 352, From 6b58e2cd38fbc438cc2d9f3a33edb2bb17ca40fb Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 5 Aug 2022 08:45:23 -0400 Subject: [PATCH 139/303] Add confidence bands to scaling plots --- examples/benchmarking/solvers/Analyze.ipynb | 617 ++++---------------- 1 file changed, 118 insertions(+), 499 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index 91272b3c27..a81f7004fc 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -160,42 +160,6 @@ " return converged" ] }, - { - "cell_type": "code", - "execution_count": 5, - "id": "11cd5975-ecdf-4e71-b257-c40684430a50", - "metadata": {}, - "outputs": [], - "source": [ - "def count_path_components(paths, skip=0):\n", - " label_counts = []\n", - " split_paths = [path.split('/') for path in paths]\n", - " # walk backwards through path components and collect common entries\n", - " for i in range(skip,len(paths[0].split('/'))):\n", - " labels = [path[-(i+1)] for path in split_paths]\n", - " label_counts.append(collections.Counter(labels))\n", - "\n", - " return label_counts\n", - "\n", - "def squeeze_runs_of_one(label_counts):\n", - " previous_len = -1\n", - " squeezed_labels = []\n", - " for level in label_counts:\n", - " if len(level) == 1:\n", - " # all paths have the same value at this level\n", - " if previous_len == 1:\n", - " # prepend the cache with the new label\n", - " key_prev, num_prev = squeezed_labels.pop().most_common()[0]\n", - " key_new, num_new = level.most_common()[0]\n", - " level = [f\"{key_new} - {key_prev}\"] * num_prev\n", - " level = collections.Counter(level)\n", - "\n", - " previous_len = len(level)\n", - " squeezed_labels.append(level)\n", - "\n", - " return squeezed_labels" - ] - }, { "cell_type": "markdown", "id": "6d5ee41e-68a6-4cb8-8088-993329dfe482", @@ -206,41 +170,49 @@ }, { "cell_type": "code", - "execution_count": 72, + "execution_count": 149, "id": "1663a78e-be26-47ad-bf6a-197ca146e04a", "metadata": {}, "outputs": [], "source": [ - "def plot_all(df, color_by_suite=True):\n", + "def plot_all(df, color_by_suite=True,\n", + " group_by=[\"package.solver\", \"solver_class\", \"preconditioner\"]):\n", + " color_map = {\n", + " 'no-pysparse': 'red',\n", + " 'petsc': 'blue',\n", + " 'scipy': 'green',\n", + " 'pysparse': 'orange',\n", + " 'pyamgx': 'cyan'\n", + " }\n", + " \n", " fig, ax = plt.subplots(figsize=(8,6))\n", - " for key, group in df.groupby([\"package.solver\", \"solver_class\", \"preconditioner\"]):\n", + " groups = df.groupby(group_by + [\"numberOfElements\"])\n", + " groups = groups.describe()[\"elapsed_seconds\"].reset_index()\n", + " groups = groups.groupby(group_by)\n", + " for key, group in groups:\n", " if color_by_suite:\n", - " color = {\n", - " 'no-pysparse': 'red',\n", - " 'petsc': 'blue',\n", - " 'scipy': 'green',\n", - " 'pysparse': 'orange',\n", - " 'pyamgx': 'cyan'\n", - " }\n", - " group.plot(\"numberOfElements\", \"elapsed_seconds\", loglog=True,\n", - " ax=ax, label=label, color=color[key[0]])\n", + " color = color_map[key[0]]\n", + " group.plot(\"numberOfElements\", \"mean\", loglog=True,\n", + " ax=ax, label=key, color=color)\n", " else:\n", - " group.plot(\"numberOfElements\", \"elapsed_seconds\", loglog=True,\n", - " ax=ax, label=label)\n", + " group.plot(\"numberOfElements\", \"mean\", loglog=True,\n", + " ax=ax, label=key)\n", + " color = ax.lines[-1].get_color()\n", + " err = group[\"std\"] / np.sqrt(group[\"count\"])\n", + " ax.fill_between(group[\"numberOfElements\"],\n", + " group[\"mean\"] - err,\n", + " group[\"mean\"] + err,\n", + " color=color,\n", + " alpha=0.1)\n", " plt.legend(bbox_to_anchor=(1., 1.))\n", " plt.ylabel(\"elapsed time / s\")\n", " plt.xlabel(\"number of elements\")\n", "\n", "def plot_by_solver(df):\n", " for solver_class, group1 in df.groupby([\"solver_class\"]):\n", - " fig, ax = plt.subplots(figsize=(8,6))\n", - " for label, group2 in group1.groupby([\"package.solver\", \"preconditioner\"]):\n", - " group2.plot(\"numberOfElements\", \"elapsed_seconds\", loglog=True, ax=ax, label=label)\n", - " plt.legend()\n", + " plot_all(group1, group_by=[\"package.solver\", \"preconditioner\"])\n", " plt.title(solver_class)\n", - " plt.ylabel(\"elapsed time / s\")\n", - " plt.xlabel(\"number of elements\")\n", - "\n", + " \n", "def plot_sweep_times(df):\n", " for numberOfElements, group1 in df.groupby(\"numberOfElements\"):\n", " fig, ax = plt.subplots(figsize=(8,6))\n", @@ -353,6 +325,42 @@ " return diff, L2norm, N1, N2 " ] }, + { + "cell_type": "code", + "execution_count": 5, + "id": "11cd5975-ecdf-4e71-b257-c40684430a50", + "metadata": {}, + "outputs": [], + "source": [ + "def count_path_components(paths, skip=0):\n", + " label_counts = []\n", + " split_paths = [path.split('/') for path in paths]\n", + " # walk backwards through path components and collect common entries\n", + " for i in range(skip,len(paths[0].split('/'))):\n", + " labels = [path[-(i+1)] for path in split_paths]\n", + " label_counts.append(collections.Counter(labels))\n", + "\n", + " return label_counts\n", + "\n", + "def squeeze_runs_of_one(label_counts):\n", + " previous_len = -1\n", + " squeezed_labels = []\n", + " for level in label_counts:\n", + " if len(level) == 1:\n", + " # all paths have the same value at this level\n", + " if previous_len == 1:\n", + " # prepend the cache with the new label\n", + " key_prev, num_prev = squeezed_labels.pop().most_common()[0]\n", + " key_new, num_new = level.most_common()[0]\n", + " level = [f\"{key_new} - {key_prev}\"] * num_prev\n", + " level = collections.Counter(level)\n", + "\n", + " previous_len = len(level)\n", + " squeezed_labels.append(level)\n", + "\n", + " return squeezed_labels" + ] + }, { "cell_type": "code", "execution_count": 40, @@ -460,16 +468,9 @@ "execution_count": 371, "id": "8a1932fb-302a-4571-97b8-0d8a7e8d1872", "metadata": { - "collapsed": { - "outputs_hidden": true, - "source_hidden": true - }, + "collapsed": true, "jupyter": { - "outputs_hidden": { - "outputs_hidden": true, - "source_hidden": true - }, - "source_hidden": true + "outputs_hidden": true }, "tags": [] }, @@ -504,9 +505,6 @@ "execution_count": 383, "id": "6862d89d-f4b3-4882-a308-06f0efc4022e", "metadata": { - "jupyter": { - "source_hidden": true - }, "tags": [] }, "outputs": [ @@ -852,12 +850,25 @@ }, { "cell_type": "code", - "execution_count": 325, + "execution_count": 131, "id": "f1b0161f-ba1b-45b4-a33c-a0312404e8e1", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "ename": "UnboundLocalError", + "evalue": "local variable 'versions' referenced before assignment", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mUnboundLocalError\u001b[0m Traceback (most recent call last)", + "Input \u001b[0;32mIn [131]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m events \u001b[38;5;241m=\u001b[39m []\n\u001b[1;32m 2\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m fname \u001b[38;5;129;01min\u001b[39;00m glob\u001b[38;5;241m.\u001b[39mglob(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mlinux/linux.*.log\u001b[39m\u001b[38;5;124m\"\u001b[39m):\n\u001b[0;32m----> 3\u001b[0m events\u001b[38;5;241m.\u001b[39mextend(\u001b[43mread_events\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfname\u001b[49m\u001b[43m)\u001b[49m)\n\u001b[1;32m 5\u001b[0m linux \u001b[38;5;241m=\u001b[39m events2df(events)\n\u001b[1;32m 6\u001b[0m linux_total \u001b[38;5;241m=\u001b[39m extract_total_times(linux)\n", + "Input \u001b[0;32mIn [2]\u001b[0m, in \u001b[0;36mread_events\u001b[0;34m(fname)\u001b[0m\n\u001b[1;32m 34\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m state[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mstate\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mEND\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n\u001b[1;32m 35\u001b[0m state[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124muuid\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mnan\n\u001b[0;32m---> 36\u001b[0m state\u001b[38;5;241m.\u001b[39mupdate(\u001b[43mversions\u001b[49m)\n\u001b[1;32m 37\u001b[0m events\u001b[38;5;241m.\u001b[39mappend(state\u001b[38;5;241m.\u001b[39mcopy())\n\u001b[1;32m 38\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m (level, function) \u001b[38;5;241m==\u001b[39m (\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mDEBUG\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m_setConvergence\u001b[39m\u001b[38;5;124m\"\u001b[39m):\n", + "\u001b[0;31mUnboundLocalError\u001b[0m: local variable 'versions' referenced before assignment" + ] + } + ], "source": [ "events = []\n", "for fname in glob.glob(\"linux/linux.*.log\"):\n", @@ -1750,7 +1761,7 @@ }, { "cell_type": "code", - "execution_count": 60, + "execution_count": 132, "id": "20f5ef81-590d-4315-86bd-af05735675ce", "metadata": { "tags": [] @@ -1767,13 +1778,13 @@ }, { "cell_type": "code", - "execution_count": 61, + "execution_count": 133, "id": "07355364-a416-417c-809d-4a9a2386dc28", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAwwAAAF3CAYAAAAIBcxQAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAB/zElEQVR4nO3dd1zV1RsH8M9hDwFBEbcosi4oqLhHmlqaae7cmtsyV/XLSrPUhqnlyG1azjSzHLkyt5WJGwScKCo4EVCQeX5/HK6gcpn3Mj/v14sXcO+53+9zLzf7Pvec5zxCSgkiIiIiIqKMGBV0AEREREREVHgxYSAiIiIiIp2YMBARERERkU5MGIiIiIiISCcmDEREREREpBMTBiIiIiIi0smkoAMwhLJly0pnZ+eCDoOIiChfnDhx4p6U0rGg4yCi4qlYJgzOzs7w9/cv6DCIiIjyhRDiWkHHQETFV7FakiSE6CiEWBoVFVXQoRARERERFQvFKmGQUm6TUg63s7Mr6FCIiIiIiIqFYpUwEBERERGRfhXLGgYiIqKS7sSJE+VMTEyWA/AGPyAkIt1SAAQkJSUNrVev3p2MBhSrhEEI0RFAx5o1axZ0KERERAXKxMRkefny5T0dHR0jjYyMZEHHQ0SFU0pKirh7964mIiJiOYBOGY0pVp84sIaBiIjoKW9HR8doJgtElBkjIyPp6OgYBTUbmfGYfIyHiIiI8o8RkwUiyo7Ufyt05gVMGIiIiMggHj16JOrXr++elJSUq8dPnTq1XExMjF6vVSpVqlQrPDz8mSXZa9eutfv444/L6/M8GYmPjxdvv/12pWrVqnm7urp61apVy3Pjxo22ABAVFWXUt2/fqlWqVPH29PTUeHl5ec6ePbssACQnJ2PQoEFVXF1dvdzc3DTe3t6ewcHBZgAwZ86cMm5ubho3NzeNq6ur15o1a0pnFkO3bt2cV65caW/I5zlv3rwyAwYMqAoAEyZMqPjpp586ZRWDlZVVHQAICQkxs7CwqOvh4aFxcXHx6tOnT9Xk5GRDhpst6d83derU8QBUrIsXL3bQjjl06JDVoEGDqhg6ltdff73GuXPnzA19nvSKVQ0DERERFR7z588v26lTp0gTk9xdbixZssRp2LBhD2xsbFL0HNoz+vbtGwXAoE2ckpKSMH78+IoRERGmwcHBgZaWljIsLMxk9+7dNqkxODs7O8eHhoYGGBsb49atWyYLFiwoCwDLly930D7O2NgYly9fNrW1tU25fPmy6ezZsyucPn06qEyZMslRUVFGzydDhnw+uf27ZqVKlSrxwcHB5xMTE9G4cWP3NWvWlB44cOBD7f2JiYkwNTU1yLmz49SpU8EAcPHiRfMNGzY4jBw58gEAtGjRIrZFixaxhjx3UlISRo0adeeLL74o//PPP+dbw0bOMBAREZFBbNy4sUzPnj0fAsD27dtt/Pz83Nu2bevy/CfHmzdvtvX19fXQaDSe7du3rxEVFWU0ffr0cnfu3DF96aWX3Bo2bOiWlJSEbt26OWs/Zf/888/LAUBAQIB5kyZN3Nzd3TUajcYzMDAwx5+8pv9EvFu3bs6DBg2qUqdOHY/KlSvXSv9J+OTJk528vb093dzcNOPHj6+ovb1NmzYuXl5enjVr1vSaNWtWWe3tVlZWdcaNG1exdu3aHn/++WepdevWOS5fvvy6paWlBIAqVaokDR06NDIwMND89OnT1nPnzr1pbGwMAKhYsWLSF198EQEA4eHhpk5OTona+1xcXBIdHR2Tw8PDTa2trVPs7OySAcDOzi7Fw8MjAQD+/vtvSx8fHw83NzdN27ZtXe7evWv83N/G9rXXXquh/X379u02L7/8ck1dfw9Afcr+/vvvV6hXr577ihUrDDpLAQCmpqZo0KDBo4sXL5rPmzevTPv27Wu8/PLLNZs3b+4WHR1t1KNHD2dvb29PT09PjXZmJSkpCcOHD6+snXX54osvygHAli1bbDw9PTVubm6aHj16OMfFxQntcxo/fnxFjUbj6ebmpjl16pQFAERERBg3bdrU1dPTU9OnT59qUqat7tPOhnzyySeV/P39S3l4eGg+//zzctu3b7dp1apVTQC4ffu2cZs2bVzc3Nw0Pj4+HseOHbME1IxLjx49nBs0aOBeuXLlWtOnTy+nPe7ChQsdatWq5enh4aHp06dPNe3MXPr30V9//VWqXbt2jw4fPmybmJho6D/BU8UqYWCnZyIiohcNHowqDRrAXZ9fgwcj06UXT548EWFhYebu7u4J2tvOnTtnPXfu3LCQkJDA0NBQ81WrVtmHh4ebfPnllxUOHTp04fz580F169aNnTZtmtOkSZPulCtXLvHgwYMXjh07duGff/6xCg8PN7148WLghQsXzr/zzjv3AaBPnz7VR44ceSckJOS8v79/cNWqVfN8FXX79m1Tf3//4C1btlycMmVKJUBdRF+6dMni7NmzQUFBQedPnz5ttXPnzlIAsHbt2tDAwMCg06dPn1+yZIlTRESEMQDExcUZeXt7x509ezbYwcEhuUKFCgkODg4vzJacPn3awtPTM1abEDyvf//+D/bu3Vvaw8NDM2zYsMpHjx61BIBGjRrFli1bNrFKlSq1unfv7rxu3bqnu74MGjSo+pdffnnjwoUL5728vOI+/PDDiumP2aVLl+hTp05ZR0dHGwHA+vXr7bt37/5A199D+zgLC4uUEydOhAwfPjwyr69zVmJiYowOHTpkW7t27TgAOHnyZKn169df/ffffy98/PHHFVq1ahUdEBAQdPjw4ZBJkyZVjo6ONpo9e7bjtWvXzAMDA89fuHDh/NChQ+/HxsaKESNGVN+wYcPlCxcunE9KSsLMmTMdtecpW7Zs0vnz54MGDx589+uvv3YCgIkTJ1Zs3Ljxo6CgoPOdOnV6GB4ebvZ8fF988cVNPz+/R8HBweenTJnyzHak//vf/yr6+PjEXrhw4fy0adNuDhw4sLr2vkuXLlkcPHjwwvHjx4NmzZpVMT4+Xpw8edJi06ZNDv7+/sHBwcHnjYyM5OLFi8sAz76PXn311UfGxsaoVq3ak3///dfKUK/984pVwsBdkoiIqLC7eBHI5ZL+IiUiIsLExsbmmWdaq1atxxqNJsHExAQ9e/Z8cPjw4VIHDhywvnz5skWDBg08PDw8ND///HOZ69evv3Bx5uHhER8WFmY+cODAKps2bbK1t7dPjoyMNLp9+7bZgAEDHgKAlZWV1MfypU6dOj00NjZGvXr1nty/f98UAHbt2mV76NAhW41Go/Hy8tJcvnzZIjg42AIAZsyY4eTu7q6pV6+eZ0REhGlgYKAFABgbG2PQoEE5vrD+8MMPy3t4eGjKlStXG1AzCpcuXQqYOnXqDSMjI7z22mvuW7ZssTExMcGhQ4curlu37rKrq+uTiRMnVpkwYULF+/fvG8fExBh36NDhEQAMGzbs/r///lsq/TlMTU3RsmXL6J9//tkuMTER+/bts+vdu/fDrP4eAwYMyHOiIITI9LawsDBzDw8PTYMGDTxeeeWVqJ49e0YDQPPmzaOdnJySAeDAgQO23333XQUPDw9Ns2bN3OPj48WlS5fM9u3bZzty5Mi72iVLTk5OyWfOnLGoXLlyfO3ateMBYNCgQfePHDlioz1fnz59IgGgQYMGsWFhYeYA8O+//9oMHjz4PgD06tUrytbWNkeFFP/995/NkCFD7gNAp06dYh4+fGhy//59YwB45ZVXHlpaWsoKFSokOTg4JN64ccNk165dNgEBAVY+Pj6eHh4emiNHjtheuXLFHMj4fVS2bNmksLCwfFuXxRoGIiKifHLtGtCoEdCzJ7BoUf6dd8UKhOXf2RRra+uUhISEZz6YfP5CUQgBKSWaNWsWvW3btquZHc/R0TE5ICDg/G+//Wa7cOHCchs2bHBYsmTJdQOEDgsLi6frT7RLUaSUGDduXPgHH3xwL/3Y7du32xw8eNDG398/2MbGJqVBgwbucXFxRgBgZmaWol3nr9Fo4sPDw80iIyON7O3tn0lqfHx8ngQFBVklJyfD2NgYM2bMiJgxY0aEdukLAFhaWsqePXtG9+zZM9rJySlx8+bNpd94440YIyMjtGrVKrZVq1ax7du3jx46dKjzJ598cjs7z7NXr14PFixYUK5s2bLJtWvXjrW3t0/J6u+hj4TMwcEh6cGDB0+nU27fvm1cunTpp8mltobh+cdZWVk9PbeUEps2bbrk4+MTn36MlBJCCPn8bZnR/r1NTExkUlLS0zepkVHuP1fP6JzauMzNzZ/eaWxsjKSkJCGlFD169Li/YMGCm88/Lv37SCs+Pt4o/ethaMVqhoGIiKiwevwYaN8eiIwE8nHpcYFxdHRMTk5OFrGxsU8vwM6dO2cdHBxslpycjE2bNjk0b948pmXLlo/9/f1LBQQEmANqGcrZs2fNAcDa2jpZu34+PDzcJHW3oIfTp0+/ee7cOSsHB4eU8uXLJ6xevbo0AMTFxQntrkrVq1f30ufzad++ffTq1avLauO5evWq6c2bN00ePnxobGdnl2xjY5Ny6tQpizNnzlhn9HgbG5uUXr163Rs2bFjVJ0+eCAC4du2a6cKFCx28vb3ja9eu/Xjs2LGVtOvWY2Njhfai88iRI1ahoaGmgNox6dy5c5bVqlVLCA0NNT1y5MjTZSn+/v5WlSpVSihTpkyyra1t8q5du0oBwA8//FCmcePGj56PqUOHDjGBgYFWy5YtK9ujR48HAJDZ3+N5X375peOXX37pmNF9mWnVqlXMr7/+6qB9HRYtWlS2SZMmMTk8RvTs2bOdUlLUNbN2mVabNm2iFy9e7Khd33/79m1jX1/fJzdv3jTTPqdVq1aVad68eabna9SoUcyKFSvKAKreIzo6+oX1YnZ2dsmPHj3KcB1Zo0aNYlauXFkGUEmlvb19UkbL0bTatWsXvX37dvubN2+aaOO+cOHCCzNtWlevXjWvU6fOk8yegz5xhoGIiMjApAR69waCggBLS2DkyIKOKH+0aNEias+ePaU6d+4cAwC+vr6P3nvvvcrBwcGWDRs2jOnfv/9DY2NjLFmyJLRXr141EhISBABMmTLlZu3ateMHDhx4r3379q7lypVLnDNnTtiQIUOcU1JSBABMnTr1BgCsWbPm6rBhw6pNmzatoqmpqfzll18up35S/uK6l1Q+Pj4a7WxHx44dH2jXyGema9eu0YGBgRb169f3ANSn3WvXrr3arVu3qKVLlzq6ublpXFxcnvj4+DzWdYw5c+bcHDduXCU3Nzcvc3NzaWlpmTxlypRbqc8jdPTo0VWqVatWq3Tp0kkWFhYpkydPvgGo5V0jRoyopp2x8fX1fTxx4sQ7N27cMH3//fcr375929Tc3Fw6ODgkLlu27DoArFy58uqoUaOqjRkzxqhq1arx69evD30+HhMTE7Ru3Tpq06ZNZTZu3BgKqGJrXX+P5x8fHBxs2bRp0xcSked99913FZYsWfK0DuL27dtn/f39rWrXru1pZGSEatWqxa9cuTJHO/58/fXXt4YPH17Vw8NDI6UUlStXjt+/f/+l8ePH371w4YK5h4eHl4mJiRw4cODdjz/++O7ixYtDe/To4ZKcnAwfH5/Y999//25Wx+/WrVsNjUbj2bhx40cVKlRIeH5MgwYN4kxMTKS7u7umT58+9+rVq/f0fTRjxoxbffr0cXZzc9NYWlqm/Pjjj5nOoNWrV+/JpEmTbrZu3dotJSUFpqamct68edfd3NxeOG9YWJiJubm5rFatWr599CCymqYpivz8/KS/v39Bh0FERAQAmDwZmD4dMDUF/voLaN5cv8cXQpyQUvqlv+3MmTOhPj4+93Q9Jj8cPXrUcubMmeV///33q9u3b7eZPXu20/79+y8Z+rzr16+3u3z5svmkSZPuZD2acqtVq1Y1d+7ceTn9Ei4yvM8//7ycra1tyvjx4/X63/eZM2fK+vj4OGd0X7GaYRBCdATQsWbNmgUdChEREQBgwwaVLBgZAdu26T9ZKMyaNm0ad/z48ejcNm7Lrd69e3O7xHyQH8kfvah06dLJb7/99v38PCdnGIiIiAzk5EmgQQMgORlYvx7o1csw5ymsMwxEVHRkNsPAomciIiIDuHNHzSYkJwNz5xouWSAiMjQmDERERHoWHw/Urg3ExgLvvw+MGVPQERER5R4TBiIiIj1KSQH8/IDbt4Hu3YGZMws6IiKivGHCQEREpCdSAu3aAQEBQP36wC+/FHRERER5x4SBiIhIT4YMAf78E6hcGThypKCjKXiPHj0S9evXd8/tLklTp04tp23Epi+VKlWqFR4e/swukWvXrrX7+OOPy+vzPBlJTEzE6NGjK1WrVs3bw8ND4+Hhofnwww+fnlcIUa9z587V04+3t7f3adWqVU0AmDdvXhl7e3sfDw8PTfXq1b0+//zzctqxEyZMqFiuXLna2uN6eHho7t27ZxwTE2PUqVOn6m5ubhpXV1evevXquWubz3344Yfla9as6eXm5qbx8PDQ7Nu3L8Omc1oNGjRwP3TokFVmY/JqwoQJFT/99FMnAOjWrZvzypUr7TOLISQkxMzV1dULUA3SbGxsfD09PTU1atTweu+99yoYMtbs0nbsDg0NNW3Xrl0NAPj7778tN2zYYKcdk1/vwSZNmrjdvXs3w2ZzmSlW26oSEREVlEmTgJUrgVKl1O5IZjp7tJYc8+fPL9upU6dIE5PcXW4sWbLEadiwYQ9sbGx0dsjVh759+0YBMOhWrElJSRg7dmyl27dvmwYFBQVaWVnJyMhIo2nTpj29SLS0tEwJCQmxfPTokShVqpT87bffbJ2cnJ5pztWxY8fIVatWXY+IiDD29PT07tu3b2TNmjUTAWDkyJG3p06dejv9+I8++qh8uXLlErdu3XoVAM6cOWNuZmYm9+7da7179+7S586dO29paSnDw8NN4uPjdTa70/drkdv3RFb8/Pwe7d+//1J0dLRRrVq1NJ07d45q3rx5rPb+xMREmJqaGuTcWXF2dk7ctWvXFUB15fb397d+8803owDDvwdTUlIgpUTv3r3vz5o1y3HGjBkROXl8sZphEEJ0FEIsjYri9stERJR/5s4FvvgCMDYGDh0CHB0LOqLCYePGjWV69uz5EFCf/vr5+bm3bdvWxcXFxatPnz5Vk5OTAQCbN2+29fX19dBoNJ7t27evERUVZTR9+vRyd+7cMX3ppZfcGjZs6JaUlIRu3bo5u7q6erm5uWm0n64HBASYN2nSxM3d3V2j0Wg8AwMDzXMa57x588oMGDCgKqA+1R40aFCVOnXqeFSuXLlW+k+4J0+e7OTt7e3p5uamGT9+fEXt7W3atHHx8vLyrFmzptesWbPKam+3srKqM27cuIq1a9f2+PPPP0utW7fOcfny5detrKwkANjb26d8++23t9LH0rp166hffvmlNACsX7/eoVu3bg8yirl8+fLJVatWjQ8LC8v06jc8PNy0UqVKT5MOHx+feEtLS3nz5k1TBweHJEtLSwkAFSpUSHJ2dk4EgC1btth4enpq3NzcND169HCOi4t7JpGYMWOG48iRIyunf/0GDhxYBQAWLlzoUKtWLU8PDw9Nnz59qmlnl9K/Fn/99VepzGLWB1tb25RatWrFhoSEmE+YMKFi7969qzVt2tS1a9eu1W/dumXy6quvunh7e3t6e3t77tmzxxoAoqKijLp37+7s5uamcXNz0/z444+lAWDJkiUO2hmaUaNGVdKew8rKqs67775byd3dXePj4+MRFhZmAgDBwcFmvr6+Ht7e3p5jx459+j7RzoY8efJEfPXVVxW3bdtm7+HhoVm2bJl9+vfghQsXzBo3buzm5uamady4sdvFixfNgJy/N0NCQsxq1Kjh1a9fv6peXl6ay5cvm/Xq1evh5s2by+T09SxWCYOUcpuUcridnV3Wg4mIiPTgp5+AcePUz2vXAnXqFGg4GRo8GFUaNIC7Pr8GD0aVzM755MkTERYWZu7u7p6gve3cuXPWc+fODQsJCQkMDQ01X7VqlX14eLjJl19+WeHQoUMXzp8/H1S3bt3YadOmOU2aNOlOuXLlEg8ePHjh2LFjF/755x+r8PBw04sXLwZeuHDh/DvvvHMfAPr06VN95MiRd0JCQs77+/sHV61aNVF3VNlz+/ZtU39//+AtW7ZcnDJlSiVAJTWXLl2yOHv2bFBQUND506dPW+3cubMUAKxduzY0MDAw6PTp0+eXLFniFBERYQwAcXFxRt7e3nFnz54NdnBwSK5QoUKCvb19prMl/fv3f7Bhwwb72NhYERQUZNW4cePHGY27ePGiWXx8vFHDhg3jtLctXrzYSbscqWHDhm4AMHz48Hvz588v7+vr6zFmzJiK586dMweAzp07R9+6dcvM2dnZu1+/flX/+OOPUgAQGxsrRowYUX3Dhg2XL1y4cD4pKQkzZ858JgXu379/5I4dO0prf9+0aZNDnz59Ik+ePGmxadMmB39//+Dg4ODzRkZGcvHixWWefy1effXVRzn+o+RQRESE8alTp6x9fX3jAODs2bNWu3fvvrRt27arI0aMqDJhwoTbAQEBQb/99tvlkSNHOgPAxIkTK9ja2iZfuHDh/IULF8536NAhJjQ01PSzzz6rdODAgQvnz58PPHXqlPXq1atLa59T48aNH4WEhJxv3Ljxo/nz5zsCwNtvv1116NChdwMCAoLKly//wvvRwsJCfvTRR7c6duwYGRwcfH7YsGGR6e8fOXJk1T59+ty/cOHC+TfffPP+qFGjnv63ltP3ZmhoqMVbb711Pygo6Lybm1uCo6NjckJCgtC+R7OrWCUMRERE+enXX4G33lI/f/wx8OabBRtPYRIREWFiY2PzTPFCrVq1Hms0mgQTExP07NnzweHDh0sdOHDA+vLlyxYNGjTw8PDw0Pz8889lrl+//sKCLg8Pj/iwsDDzgQMHVtm0aZOtvb19cmRkpNHt27fNBgwY8BAArKyspD6WL3Xq1OmhsbEx6tWr9+T+/fumALBr1y7bQ4cO2Wo0Gk3qp7UWwcHBFgAwY8YMJ3d3d029evU8IyIiTAMDAy0AwNjYGIMGDYrM6Bxz584t4+HhoSlfvnztS5cuPZ0laNiwYdyNGzfMly1b5tCmTZsXlkxs27bNvmbNml6enp61Ro0adVs7WwGoJUnBwcHng4ODzx87duwCADRp0iTu6tWr58aPHx/x4MEDkyZNmniePHnSws7OLiUgIOD8999/f83R0TFp4MCBLvPmzStz5swZi8qVK8fXrl07HgAGDRp0/8iRIzbpY6hYsWJSlSpV4v/66y/riIgI4ytXrli0bdv20a5du2wCAgKsfHx8PD08PDRHjhyxvXLlinlWr0VOCCFe6Dic/jZ/f/9Snp6emtatW7uNHTs2ws/P7wkAtGvX7mGpUqUkABw9etR27NixVT08PDQdO3as+ejRI+PIyEijQ4cO2Y4fP/6O9liOjo7JR44csW7UqFFMxYoVk0xNTfHmm28+OHjwYCkAMDU1lb169YoCgHr16j2+du2aGQCcPHmy1LBhwx4AwIgRI3LckfnUqVPWw4cPfwAAo0aNenDixImnMzI5fW9WqFAhoXXr1s8knWXKlEnK6L+xzLCGgYiIKBd27VLN2KQEXn8dmDatoCPSbcUKhOX3Oa2trVMSEhKe+WBSiGeXyAshIKVEs2bNordt23Y1s+M5OjomBwQEnP/tt99sFy5cWG7Dhg0OS5YsuW6A0GFhYfH0AlRK+fT7uHHjwj/44INnumdv377d5uDBgzb+/v7BNjY2KQ0aNHCPi4szAgAzM7MU7Vp9jUYTHx4ebhYZGWlkb2+fMnbs2Ptjx4697+rq6pWcnPzMC9OuXbuHU6ZMqbJnz56QO3fuPHOtpq1h2Lt3r3W3bt1cu3TpElW1atVMq8rt7OxSBg4c+HDgwIEPBwwYgC1bttjVrVv3iYmJCV5//fWY119/PaZ27dpxq1evLuPn5xeb2bG0unfvHrl+/Xp7Dw+PJ+3bt480MjKClFL06NHj/oIFC24+Pz79a5EX9vb2Sffv3396oLt375rY29s/ff7aGobnH2dtbf00kZRSwt/fP0ibQKS//fn3qPbvnxETExNpZGSk/RlJSUlPH2xkZKT7gXmQk/dmSEiImZWV1QsJdHx8vMjo9sxwhoGIiCiHDh0COndWyYKHB7BuHWDE/6M+w9HRMTk5OVnExsY+vYg6d+6cdXBwsFlycjI2bdrk0Lx585iWLVs+9vf3LxUQEGAOADExMUZnz541BwBra+tk7Y4+4eHhJsnJyRg0aNDD6dOn3zx37pyVg4NDSvny5RPSLRER2l2Vqlev7qXP59O+ffvo1atXl9XGc/XqVdObN2+aPHz40NjOzi7ZxsYm5dSpUxZnzpzJcKchGxublF69et0bMmRIVe1rkpSUhMTExBcKjUeNGnXvvffeu9WgQYO4F4+ktGnT5nHXrl3vz5gxwymzuPfs2WOt3RXnyZMn4sKFCxbOzs4JZ86cMdcuTwKAU6dOWVauXDnB19f3yc2bN820f49Vq1aVad68eczzx+3Xr1/krl277H/55ReHPn36PACAdu3aRW/fvt3+5s2bJgBw+/Zt4wsXLmT4SfY777xTadWqVaUziz0jLVq0iFm9erVDSoq63v3hhx8yjC8zzZo1i54xY8bTHab+/vtvSwBo2bJl9Lfffvv09rt37xq3aNHi8bFjx2zCw8NNkpKS8Msvvzi0bNky0yVVdevWfbRs2TIHAFi2bFmG9QK2trbJjx49yvBfjTp16jxevny5PaDqJ/z8/DI9n673ZkZjU1JScPfuXVN3d/f4zI75PP7zRkRElAPHj6sZBUDtiLR9O2Bjk/ljSqoWLVpE7dmz5+lyCl9f30fvvfdeZTc3N6+qVavG9+/f/2HFihWTlixZEtqrV68abm5umnr16nmcO3fOAgAGDhx4r3379q4NGzZ0Cw0NNW3WrJm7h4eHZvDgwdWnTp16AwDWrFlzdcGCBeXc3Nw0fn5+HmFhYSbh4eEmUkqdO/74+PhonJycajs5OdUeOnRoZV3j0uvatWt0jx49HtSvX9/Dzc1N06VLF5eHDx8ad+vWLSopKUm4ublpPv7444o+Pj4Z1hwAwNy5c2+WL18+0cPDw8vT01NTv359jzfffPNetWrVnlnn7uLikjh58uQ7uo6jNWXKlIgNGzaUjYyMNAKerWHw8PDQhISEmF24cMGiadOm7m5ubhpvb2+Nr69v7MCBAyOjo6ONBwwYUN3FxcXLzc1NExwcbDljxoxbVlZWcvHixaE9evRwcXNz0xgZGeH999+/+/y5HR0dk11dXeNu3rxp3qpVq1gAqFev3pNJkybdbN26tZubm5vm5ZdfdtNVlH3+/HnLihUrZllvMn78+Grav5Wvr6/HhAkT7pUqVSrFw8ND4+7urnn8+LHRlClTbmd1nPSWLl0advLkSWs3NzeNi4uL1/fff+8IAF999VX4w4cPjV1dXb3c3d01O3bssKlWrVrip59+evOll15y8/T09Kpdu3Zsv379HmZ2/IULF15funRpOW9vb8+oqKgMawXat28fc+HCBUtt0XP6+xYtWnR99erVZd3c3DTr168vs3DhwkxnCHW9NzMae+TIEas6deo8zulOUSKzqZaiys/PT/r7+xd0GEREVMycOwe89BIQHw88eQLs3g20aVPQUQFCiBNSSr/0t505cybUx8fnnq7H5IejR49azpw5s/zvv/9+dfv27TazZ892ymi5iL6tX7/e7vLly+aTJk3K8qKbCkazZs1cjxw5crGg4yhp3nrrrSqdO3d++MYbb7wwK3PmzJmyPj4+zhk9jjUMRERE2XDxItC2LZCUBMTGAnPmFI5koTBr2rRp3PHjx6Nz27gtt3r37s391Qs5JgsFw9vbOy6jZCErnGEgIiLKwvXrQLNmQFQUEB0NDBoErFgBiFy0uVq2DHj5ZcDFRX/xFdYZBiIqOjKbYWANAxERUSYiIoDWrYGHD4GEBKBRI2Dx4twlC7/9BgwfDnz7rd7DJCIymGKVMLDTMxER6dP9+2oZ0q1bgLU14OAAbN4MmOe4l7Cqf+jfH2jQAJg9W/+xEhEZSrFKGNjpmYiI9CU6GmjfXtUuuLoCkZFqhqBChZwf69494I03AFtbdQwLC/3HS0RkKMUqYSAiItKH2FigY0fg1ClV2HzmDLB0qZodyKnERKBHDzVL8fvvQMWKeg+XiMigmDAQERGlEx8PdOsGHD4MvPUW8McfwIQJwIABuTve+PHAgQOq2Dk3CUdR9ujRI1G/fn333O6SNHXq1HLaRmz6UqlSpVrh4eHP7BK5du1au48//ri8Ps+TkQYNGrg7Ozt7u7u7a+rWretx5swZc0B13n377bcrVatWzdvV1dWrVq1anhs3brQFgKioKKO+fftWrVKlirenp6fGy8vLc/bs2WUBILWRXRVXV1ev1D4LnsHBwRk2StPK6PnrW7du3ZxXrlxpr33Ohw4dssoshu3bt9u0atWqJgDMmzevjL29vY+Hh4fGxcXFS/tcC1JISIiZq6urFwAcOnTIatCgQVUAFfeff/75tFHfN9984/j9999n2KhNX548eSL8/PzcExOzbGGhV9xWlYiIKFVSEtCnD7BrFzBxoqo1eOUVYMaM3B1vyRJgwQLggw9U/UJJM3/+/LKdOnWKNDHJ3eXGkiVLnIYNG/bAxsYmRc+hPaNv375RAAxaAKlNmlatWnWlRYsWsbNmzSo7fvz4Kvv27bs0fvz4ihEREabBwcGBlpaWMiwszGT37t02qbE5Ozs7x4eGhgYYGxvj1q1bJgsWLCgLAMuXL3fQPs7Y2BiXL182tbW1NehrBahuwVJKGBtn2Bsszzp27Bi5atWq6zdv3jTx9vb26tmz58MqVao8zToTExOR08Zj+tKiRYvYFi1axALAvn37bEqVKpXctm3bxwDwv//974UGd/qUlJQECwsL+dJLL0UvX77cYdSoUQ8Meb70OMNAREQEICUFGDJEFTV/+imwciVQrRrw889Abq53Dx0CRo9WdRBffaX/eIuCjRs3lunZs+dDQH0a6+fn5962bVsXFxcXrz59+lRNTk4GAGzevNnW19fXQ6PReLZv375GVFSU0fTp08vduXPH9KWXXnJr2LChW1JSErp16+as/TT9888/LwcAAQEB5k2aNHFzd3fXaDQaz8DAwByXpM+bN6/MgAEDqgLq0/FBgwZVqVOnjkflypVraT8pB4DJkyc7eXt7e7q5uWnGjx//dHFZmzZtXLy8vDxr1qzpNWvWrKefiFtZWdUZN25cxdq1a3v89ddfpdKfs3Xr1o+uXbtmHhMTY7Ru3TrH5cuXX7e0tJQAUKVKlaShQ4dGBgYGmp8+fdp67ty5N7UX5xUrVkz64osvIgAgPDzc1MnJKVF7n4uLS6Kjo2MyACxZssTBzc1N4+rq6jVq1KhKzz/nUaNGVfr6668dtb9PmDCh4pQpU5x0Pc+QkBCzGjVqePXr16+ql5eX5vLly5nOZOhDpUqVkqpWrRp/6dIls27dujkPHTq0csOGDd3efvvtyoGBgebNmzd39fLy8qxXr577qVOnLAAgLCzMpG3bti7u7u4ad3d3jXYG4LPPPnNydXX1cnV19Zo6dWq59M+pV69e1WrWrOnVtGlT10ePHgkAOHz4sJW7u7vG19fX49tvvy2njUk7GxISEmK2atUqR2137V27dpWaMGFCxU8//dQJAP7++29LHx8fDzc3N03btm1d7t69awyoGZdRo0ZVqlWrlqezs7P3rl27SgEqGRgxYkRl7es+c+bMstrzNWzY0K1jx47V3d3dvQCge/fuD3/++WcHQ7/+6XGGgYiISjwpgXffBVatAiZPVsuQYmOBffsAe/usH/+8a9fUsiYXF2DdOsBAH8Rm2+DBqBIQAKusR2aftzdiV6xAmK77nzx5IsLCwszd3d0TtLedO3fO+tSpUwFubm4JLVq0cF21apV9u3btYr788ssKhw4dumBra5vyySeflJ82bZrTrFmzwhctWuR08ODBCxUqVEg6fPiwVXh4uOnFixcDAeDevXvGANCnT5/q77//fsSAAQMexsbGiuTk5FxsePus27dvm/r7+wefPn3aokuXLjXfeuutyM2bN9teunTJ4uzZs0FSSrRp06bmzp07S7Vv3/7R2rVrQ52cnJIfPXok6tSpo+nXr19k+fLlk+Pi4oy8vb3j5syZcwsAJk+e/PQcmzdvtvPw8Ig7f/68eYUKFRIcHBxemBk4ffq0haenZ6yuT/L79+//oEWLFh4eHh42zZs3jx40aND9pk2bxoWGhpp+9tlnlU6cOBHk6OiY1Lx5c7fVq1eX7t+//0PtY/v16/dg3LhxVSdOnHgXALZs2WK/a9eui7qeZ40aNRJCQ0Mtli1bFrpmzZrreX2Ns+P8+fNmYWFh5hqNJh4ALl++bHH06NELJiYmaNy4sdvSpUuv1apVK37fvn3Wo0aNqvrvv/9eGDlyZNXmzZvHfPrpp5eTkpIQFRVlfPjwYat169aVOXHiRJCUEvXq1fNs3bp1TNmyZZOvX79usWbNmitNmjS59tprr9VYtWqV/dtvv/1gyJAhzt999931Dh06PBoxYkTl52Nzd3dPGDBgwN1SpUolT5069TYA7Nmzx1Z7/6BBg6prHz9u3LiKH374YcUVK1aEAUBSUpI4d+5c0IYNG+ymTp1asV27dhfmzJlT1s7OLjkgICAoLi5O1K9f36Njx47RAHD27FnrU6dOBXp4eCQAQP369ePOnj1r/XxMhsSEgYiISjQpgY8+AhYuBN5/H7h0CTh5EtiyBdBocn68x4+BTp1UsfPWrUDp0noPuUiIiIgwsbGxeaZ4oVatWo81Gk0CAPTs2fPB4cOHS1lYWKRcvnzZokGDBh4AkJiYKOrVq/fo+eN5eHjEh4WFmQ8cOLBKx44do7p06RIdGRlpdPv2bbMBAwY8BAArKysJIM8daTt16vTQ2NgY9erVe3L//n1TANi1a5ftoUOHbDUa9a6IjY01Cg4Otmjfvv2jGTNmOP3xxx+lU5+3aWBgoEX58uUfGxsbY9CgQZHpjz1gwIAaFhYWKZUrV45fvHjx9fv372f7WuzDDz8sv2XLFocHDx6Y3Llz56yLi0vipUuXArZt22bz119/2b722mvuq1atuhwTE2PcqFGjmIoVKyYBwJtvvvng4MGDpdInDE2bNo27f/++SWhoqGl4eLiJnZ1dsqura8LMmTPLZfQ8a9SokVChQoWE1q1bP87r65sRka6xybZt2+w9PDxKmZmZpcyZM+eak5NTMgB07do10sTEBFFRUUanTp0q1aNHj6ftDxMSEgQA/P333zabNm26CgAmJiYoU6ZM8oEDB0q99tprD7XLtTp06BC5f/9+mx49ejysVKlSfJMmTeIAoE6dOrGhoaHm9+/fN46JiTHu0KHDIwAYPHjw/X379mV7C87nHz9s2LD7PXr0qKG9v0ePHpEA0KRJk8cffPCBGQDs3bvXNjg42Grr1q32ABATE2N8/vx5CzMzM1m7du3H2mRB+7xMTU1lZGSkkb29vcGXoAFMGIiIqIT78ktVozBqFODoCMyaBUyfrnZJyqmUFGDgQCAgANixA3Bz03+8uZHZTIChWFtbpyQkJDyz9Fk81+1OCAEpJZo1axa9bdu2q5kdz9HRMTkgIOD8b7/9Zrtw4cJyGzZscFiyZIlBPum2sLB4mnRIKZ9+HzduXPgHH3zwTPfs7du32xw8eNDG398/2MbGJqVBgwbucXFxRgBgZmaW8nz9hraGQfu7k5NTcnh4uFlGF38+Pj5PgoKCrJKTk2FsbIwZM2ZEzJgxI8LKyqqOdoylpaXs2bNndM+ePaOdnJwSN2/eXLpNmzYx2XmeHTt2jFyzZo19RESEabdu3R5k9jxDQkLMrKys9HJxam9vn3Tv3j3jChUqJAHqAtvBweFpcqmtYXj+caVKlUoBVLG3jY1NUnBw8PnsnE/7N8yImZnZ0zuNjY1lXFyckZTyhfeqPmnfXyYmJtDOiEkpxezZs69369YtOv3Y7du322T0uicmJorUBDlfsIaBiIhKrLlzgUmTVEFyhw6q0LlHD+Djj3N3vOnTgV9/Bb75Bnj1Vf3GWtQ4OjomJycni9jY2KdXXufOnbMODg42S05OxqZNmxyaN28e07Jly8f+/v6lAgICzAEgJibG6OzZs+YAYG1tnRwVFWUEAOHh4SapuwI9nD59+s1z585ZOTg4pJQvXz5h9erVpQEgLi5OaHdVql69upc+n0/79u2jV69eXVYbz9WrV01v3rxp8vDhQ2M7O7tkGxublFOnTlmcOXMmR0tFbGxsUnr16nVv2LBhVZ88eSIA4Nq1a6YLFy508Pb2jq9du/bjsWPHVtIWTcfGxgrtBfCRI0esQkNDTQF1EX3u3DnLatWqJbRo0eLxsWPHbMLDw02SkpLwyy+/OLRs2fKFWZv+/fs/+PXXXx22b99u369fv8jMnmdGsXfp0sV5//79OV7q1qRJk5gffvihDKDW7q9du7ZMy5Yts5XkAICDg0NK5cqVE1asWGEPqCLsf/75xxIAmjZtGjNz5kxH7bEfPHhg9PLLLz/asWNH6ZiYGKPo6GijHTt22Ldq1Urn+cqWLZtcqlSp5N27d5cCgB9//DHDegEbG5vkmJiYF9aLlSlTJtnW1jZZW5/www8/lGncuPELr396bdu2jVq0aJFjfHy8AICzZ8+aR0dHZ3idHhERYWxvb59kbm6ebwkDZxiIiKhEWrECGDcO6NIF+PBDoGlTwMdHFTvn5sPF334DpkxR269OmKD3cIukFi1aRO3Zs6dU586dYwDA19f30XvvvVc5ODjYsmHDhjH9+/d/aGxsjCVLloT26tWrhnZZyZQpU27Wrl07fuDAgffat2/vWq5cucQ5c+aEDRkyxDklJUUAwNSpU28AwJo1a64OGzas2rRp0yqamprKX3755bK9vX2KlFLnX9HHx0ej/QS5Y8eOD2rXrh2X1XPp2rVrdGBgoEX9+vU9AMDKyipl7dq1V7t16xa1dOlSRzc3N42Li8sTHx+fHC/ZmTNnzs1x48ZVcnNz8zI3N5eWlpbJU6ZMuZX6/EJHjx5dpVq1arVKly6dZGFhkTJ58uQbgFr2NWLEiGramRxfX9/HEydOvGNlZSU//fTTmy+99JKblFK0bt06ql+/fg+fP6+fn9+Tx48fGzk5OSVUq1YtMbPnaWJi8sLFaVBQkFWVKlWy3N+zS5curtrH161b99GaNWuuDRo0qKq7u7tGSomXX345etSoUfdz8pqtX7/+yrBhw6rNmDGjQlJSkujSpcuDxo0bxy1atOj6oEGDqrm5uZU1MjLC999/f61NmzaP+/Tpc79u3bqeANC/f/+7TZs2jQsJCdFZuP3DDz+EDh061NnS0jLl5Zdfjs5oTLdu3R52797dZefOnaXnzJnzzIzIypUrr44aNaramDFjjKpWrRq/fv360Myez/jx4++Fhoaa16pVy1NKKRwcHBJ37NhxOaOxO3futG3durVBd/V6nshsmqao8vPzk/7+/gUdBhERFVIbNwK9ewNt26pC5xYtgPv3AX9/tTNSTp09CzRpAnh7q54L+d3JWQhxQkrpl/62M2fOhPr4+NzT9Zj8cPToUcuZM2eW//33369u377dZvbs2U779++/ZOjzrl+/3u7y5cvmkyZNumPoc5VUDx48MOrbt6/zzp07rxR0LCXNK6+84jJz5swbPj4+8fo87pkzZ8r6+Pg4Z3QfZxiIiKhE2b4d6NtXzSj88gvQqxdw+TKwd2/ukoV794A33gDs7NQsQ34nC4VZ06ZN444fPx6d28ZtudW7d+98/fS1JHJwcEhhspD/njx5Ijp16vRQ38lCVpgwEBFRibFvH9C9O+DrqxKHL79UxckLFwIvvZTz4yUmquOFh6vO0BUq6D3kIm/cuHH3AeD111+Pef3117O9Tp2IXmRhYSFHjx6do+Vb+sCEgYiISoR//1XbndasqTo5//EH8PXXwIgRaoek3Bg7Fjh4EFizBqhfX7/xEhEVFsVqlyQhREchxNKoKM5EEhFRmtOnVcflChWAP/9UjdWGDAGaNwfmzcvdMRcvBhYtAv73P7XEqRBK0RYIExFlJvXfCp3b5harhEFKuU1KOdzOLtu9NYiIqJgLDgZeeQWwsVF1CkZGquagbFlg0ybATOc+KbodPKg6Q7/2mlrWVEgF3L17145JAxFlJiUlRdy9e9cOQICuMVySRERExdbVq0CbNipJ2LtXzTC8/LLaEenIEaBcuZwfMzRU1S24uADr1gHGL+zCXjgkJSUNjYiIWB4REeGNYvYBIRHpVQqAgKSkpKG6BjBhICKiYunWLZUsxMaqrU5dXVW9wtGjwM8/A3Xr5vyYjx6p2YmkJGDrVrUzUmFVr169OwA6FXQcRFT0MWEgIqJi59491WPhzh3gr7+A2rVVvcGyZcBHHwFvvpnzY6akAAMHAgEBwM6dgJub/uMmIiqMmDAQEVGxEhUFvPoqcOWK2g2pQQNVczBmDNChAzBtWu6OO20asHkz8O23qiaCiKikYMJARETFxuPHKik4dw7YskX1VtDWHNSsCaxdm7uag19/BT77TM0wjBun56CJiAo5JgxERFQsPHkCdO4M/PMPsGGD2kb18WNVc5CYqBKI3NQcnDkDDBgANGqktlIV3HOIiEoYJgxERFTkJSYCvXqpnZB+/FHNKEgJDBqkag527MhdzcHduyrhsLdXy5EsLPQdORFR4ceEgYiIirTkZJUYbNkCfP+9WjYEqP4ImzYBM2eqmoacSkhQicft28ChQ2pLViKikogJAxERFVlSAqNGqX4IX30FvPOOun3rVmDSJKBfP+C993J37LFjVaKwdi1Qv77+YiYiKmrYyIWIiIokKYH331dbpX78MTBxoro9MBDo2xfw8wOWLs1dzcGiRape4cMPgT599Bs3EVFRw4SBiIiKpKlT1Ran774LTJ+ubnvwQNUcWFsDv/0GWFrm/LgHDqRtwfrFF3oNmYioSOKSJCIiKnK+/VZtczpoEDBnjppFSEpShc9hYeqiv3LlnB/36tW8b8FKRFTcMGEgIqIiZelSVZfQowewfDlglDpX/uGHwJ9/Aj/8ADRunPPjPnqkZieSk1UNRG62YCUiKo6YMBARUZGxdi0wcqRaLrRmTdoMwKpVacuTBg/O+XFTUlSvhcBAYOdOwNVVv3ETERVlTBiIiKhI2LJFbZn60kvAL78AZmbq9mPHgOHDgZdfBmbPzt2xp05VNQ/ffQe88or+YiYiKg5Y9ExERIXen38CPXuqnY+2bk0rZr51C+jSBahYEdi4ETA1zfmxN20CPv8ceOsttZUqERE9izMMRERUqB05AnTuDHh4qOVCNjbq9idPgK5dgehoYPduoEyZnB/79Gk1a9G4sdpKNTdbsBIRFXdMGIiIqNA6cULVK1SuDOzZA9jbq9ulVLUMx44Bv/4K1KqV82PfuaOKnB0cgM2bAXNz/cZORFRcMGEgIqJCKTAQePVVlSTs3Qs4OaXdN3cu8NNPwJQpapYhpxIS1Papd+6oGYzy5fUXNxFRcVPoaxiEEJ2FEMuEEFuEECxFIyIqAS5fBtq2VTUJe/cCVaqk3bd3r9pWtUsX4NNPc35sKdVuSocPAytWAPXq6S9uIqLiqEASBiHECiHEHSFEwHO3txNChAghLgkhJgKAlPJ3KeUwAIMAvFkA4RIRUT66cQNo3VrNAuzdq5qoaV26pIqfNRq1lapRLv4vtmiR6uUwcSLQu7f+4iYiKq4KaobhRwDt0t8ghDAGsABAewAaAL2FEJp0Qyal3k9ERMXUnTtAmzZAZKQqZPbySrsvJkbVHAihtlgtVSrnx9+/X+2E9PrrwPTp+oubiKg4K5CEQUp5CMCD525uAOCSlPKKlDIBwM8A3hDKDAA7pZQndR1TCDFcCOEvhPC/e/eu4YInIiKDiIxUPRCuXwf++OPZpUIpKUD//kBIiNo+tUaNnB//yhXVHdrVVTWA0zZ9IyKizBWmGoZKAMLS/X4j9bZ3AbQB0F0IMVLXg6WUS6WUflJKP0dHR8NGSkREehUTA7RvDwQFqdmDZs2evf+zz9Tt336rlivl5vhvvKESj61bAVtbvYRNRFQiFKZdkjLa/VpKKecBmJffwRARUf6Ii1MX8/7+qola27bP3r9pEzBtGjB4sCpWzqmUFGDAAJWM7Nr1bE0EERFlrTAlDDcApNsHA5UB3CqgWIiIKB8kJKhlQgcOAKtXqwZt6Z05k9ZYbeHC3DVW++wz4PffgTlzVH0EERHlTGFaknQcgKsQoroQwgxALwBbc3IAIURHIcTSqKgogwRIRET6k5ys6hL++ANYvBjo2/fZ++/dUzMP9vaqOVtuGqv98kva7MSYMfqJm4iopCmobVXXA/gHgLsQ4oYQYoiUMgnAaAC7AQQB2CilDMzJcaWU26SUw+3s7PQfNBER6U1KCjBsmCpgnjULGD782fsTE9XMQ0QE8NtvQIUKOT/H6dPAoEFAkya5n50gIqICWpIkpcxw52sp5Q4AO/I5HCIiykdSAuPHAytXqsZr77334pjx49OWKdWvn/Nz3LmjZiccHHI/O0FEREphqmEgIqISYPJkYN48lRR89tmL9y9bBixYALz/PtCvX86Pn5AAdOumkoYjR4Dy5fMcMhFRiVaYahjyjDUMRESF24wZwBdfqOVIs2e/uEzo6FHgnXeAV18Fvv4658eXEhg9WiUKK1c+28uBiIhyp1glDKxhICIqvBYsACZOBPr0ARYtejFZCAsDunYFnJ2B9etz11ht4UI1Q/Hxx0CvXnoJm4ioxOOSJCIiMrifflKf/HfqBPz444vJQGys2lI1Lk7VLtjb5/wc+/YBY8cCHTuqnZGIiEg/mDAQEZFB/fqr2ta0dWtgwwbA1PTZ+6UEhg4FTp1SXZg9PXN+jitX1K5K7u7AmjWAUbGaPyciKlhMGIiIyGB27gR69wYaNQK2bAEsLF4cM3OmWoL05ZfA66/n/BwxMWrmQkqVcNja5j1uIiJKU6w+g2HRMxFR4XHwoKpJ8PZWzdmsrV8cs2OHqmt48031PadSUlTzt+Bg1aTNxSXvcRMR0bOKVcLAomciosLhv//UbEH16sDu3UDp0i+OCQlRBdC+vsCKFblrrDZlipq5+PZbteSJiIj0r1glDEREVPDOnQPatQMcHYE//1Tfn/fwoVpGZGYG/P47YGWV8/Ns3AhMnw4MGQK8+25eoyYiIl1Yw0BERHpz4QLQtq1KAP76C6hU6cUxyclqZuHKFbWzUdWqOT/PqVPAoEFA06Zqu9bczE4QEVH2MGEgIiK9uHYNaNNG1RXs3auWI2Xkk09UMfTixUDz5jk/z+3bwBtvAGXLqh2YzM3zFjcREWWuWCUMQoiOADrWrFmzoEMhIipRIiJUshATA+zfD3h4ZDxu/XrV7XnkSGDEiJyfJyEB6NYNuHdPdXN2cspb3ERElLViVcPAomciovx3/75ahhQernY98vXNeNyJE6ofQ4sWwNy5OT+PlMA77wBHjwIrVwJ16+YpbCIiyqZiNcNARET5KzpaFThfvKiShcaNMx53+7bq5FyunNr+1Mws5+dasABYvlwtaXrzzTyFTUREOcCEgYiIciU2Vm2devo08NtvwMsvZzwuPl4tI7p/H/j7b5U05NRffwHjxqmdlaZOzUvURESUU0wYiIgox+LjVVO2o0eBdet0d2iWEhg9Wo3bsEH3cqXMXL4M9Oyp6iJWrwaMitViWiKiwo8JAxER5UhSktoWdfdu4IcfMl8etGiRWkb08cfqoj+noqPVrAKgGrTZ2uYuZiIiyj0mDERElG0pKapwefNmYM4c9bMuBw4AY8cCHTsC06bl7lz9+qmO0Hv2AC4uuY2aiIjyolhN7AohOgohlkZFRRV0KERExdL06WpZ0LRpKhnQJTQU6N4dcHUF1qzJ3TKiTz8Ftm1TiYmu+ggiIjI8IaUs6Bj0zs/PT/r7+xd0GERExcrx42oXpF69VNKgq7vyo0eqA/P168B//6mkIac2bFDnGToUWLqUnZyzIoQ4IaX0K+g4iKh44pIkIiLKUmws0L8/UKEC8P33ui/gpQQGDQICAlQ359wkCydPAm+9BTRrprZSZbJARFSwmDAQEVGWJk5UtQR79wKlS+se98UXwK+/ArNnA6+8kvPz3L4NvPEGULasOk5u+jUQEZF+MWEgIqJM/fknMH++qllo3Vr3uC1bgMmT1UzE+PE5P492q9b799U2rLnp10BERPrHhIGIiHSKjFTLgzw9ga++0j0uMFDtaFS/PrBkSc6XEUkJvP22auy2cSNQp07e4iYiIv1hwkBERDq9845aJrR1K2BpmfGYBw/UMqJSpVTHZ13jMjN/PrBiBTBpEtCjR95iJiIi/WLCQEREGdqwAVi/Xm2hWrduxmOSklTjtrAw4OBBoFKlnJ9n715gwgSVdHz+ed5iJiIi/WMfBiIiesHNm8CoUUCjRqrgWZf//U9d8C9erMbm1KVLqgO0h4faqjU3/RqIiMiwitU/zVLKbVLK4XZ2dgUdChFRkSUlMGSIKkJetQow0TEX/dNPwHffqWLot97K+Xmio9WsghBqyZONTd7iJiIiw+CSJCIiesaiRcDu3cDChbr7KBw7BgwfrnZNmjUr5+dISVFF0iEhwJ49QI0aeYuZiIgMhwkDERE9deEC8P77QLt2wMiRGY+5dQvo0gWoXFnVOeiagcjM5MnAtm2qCdzLL+ctZiIiMiwmDEREBEAVMPfvr3Y5+uGHjLdGffJEJQsxMWpmoEyZnJ9n/Xrgyy+BYcPUVqpERFS4MWEgIiIAqs/Cf/+pWYOKFTMeM3GiGvPbb4C3d87PceIEMHgw0KyZml3Iab8GIiLKf8Wq6JmIiHLH3x+YOhXo00ftWpSRw4eBefOAd98FOnfO+TkiItTjypUDfv0VMDPLS8RERJRfOMNARFTCxcWppUhOTupT/4zExqqZgerVM+/4rEt8PNC1q2rydvSoShqIiKhoYMJARFTCTZwIBAcDf/4J2NtnPOaTT1TPhP37AWvrnB1fStXT4Z9/gI0bAV/fPIdMRET5iEuSiIhKsL171TKjMWOANm0yHnPkCDB3LvDOO0DLljk/x7x5wMqVamekHj3yFC4RERUAIaUs6Bj0RgjREUDHmjVrDrt48WJBh0NEVKg9fAjUqgWUKgWcPKl2R3pebKyaEUhKAs6eVWNz4s8/1RatnTqpugV2cjYMIcQJKaVfQcdBRMVTsfqnm52eiYiyb/RoVYi8enXGyQKgZgUuXlTbrOY0Wbh4EXjzTUCjUedgskBEVDTxn28iohLol1+AtWtVQuCn43Ppo0eB775TvRJatcrZ8aOjgTfeUEnC1q05TzaIiKjwKFZLkrT8/Pykv79/QYdBRFQohYerHgo1a6qkIKNOzXFxgI8PkJgInDuXswv+5GSVLOzerZYk5abugXKGS5KIyJC4SxIRUQkiJTBkiEoIVq/OOFkA0pYi/fVXzmcHJk0C/vgDWLCAyQIRUXHAhIGIqARZsgTYuVP1W3Bzy3jM338D336rtkJ9+eWcHX/9euDrr4ERI9TjiYio6MvRkiQhhBGAUlLKaMOFlHdckkRE9KKLF9WOR82aAbt2AUK8OCYuDqhTB3jyRC1FsrHJ/vH9/YHmzYH69dV2rezknH+4JImIDCnLomchxDohhK0QwhrAeQAhQogPDB8aERHpS1KS6uZsbg6sWJFxsgAAn34KhISoXZFykixERACdO6tu0b/+ymSBiKg4yc4uSZrUGYXOAHYAqAqgvyGDIiIi/fr6a+DYMWDhQqBSpYzH/POPWoo0YgTQunX2jx0fD3TpAkRGAlu2AI6O+omZiIgKh+wkDKZCCFOohGGLlDIRQPHbWomIqJg6cQL4/HOgd2+gV6+Mx8TFAW+9BVSuDHzzTfaPLSUwciTw77/AqlVqZyUiIipeslP0vARAKIAzAA4JIaoBKNQ1DEREpMTFqaVITk5q1yJdPvtMLUX680/A1jb7x587F/jxR2DKFKBbt7xGS0REhVGWCYOUch6AedrfhRDXAeSwhQ8RERWEjz8GgoKAPXsAe/uMxxw7BsyaBQwfDrRpk/1j79kDvPeeWo706af6iZeIiAqfHG+rKtW2SkkGiIWIiPRo3z5gzhxg9GigbduMxzx5AgwapOoaZs7M/rEvXgTefBPw8lJLkYyys8CViIiKJPZhICIqhh4+VImAuzswY4bucZ99BgQHq67M2V2KFBUFdOoEGBurIuecNnYjIqKiRWfCIISoIKUMz89g8koI0RFAx5o1axZ0KEREBWrMGODWLbXzkZVVxmP++0/NKgwdCrzySvaOm5wM9O0LXLqk6h2qV9dfzEREVDhlNom8QgjxrxDiayFESyFEoZ+NkFJuk1IOt7OzK+hQiIgKzK+/AqtXA5MmqSZqGXnyRO2KVKkSMHt29o89dSrwxx/AvHlAy5Z6CZeIiAo5nUmAlLK9EMICQEsAXQDMSi143gVgl5Tyev6ESERE2RUervoo+PkBn3yie9zUqcD586rjc3aXIu3bB0ybBgwcCIwapZ94iYio8BOqhjmbg4WoDqA9gHYAykspGxgqsLzw8/OT/v7+BR0GEVG+khJ4/XV1YX/qFODhkfG448eBRo3UDMPy5dk79p07qsdC6dKAvz9gba23sEkPhBAnpJR+BR0HERVPOVpmJKW8CmAhgIVCCDPDhERERLmxdCmwY4daLqQrWYiPV8XQFStmfylSSgowYIDq5Lx7N5MFIqKSJtd1CVLKBH0GQkREuXfpEjBhguqj8M47usdplyLt2AFkt9xr1iyVKCxaBNSurZ94iYio6ODO2URERVxSkpoBMDMDVq7U3RPB319tsTp4MNC+ffaO/e+/qhaie3dVG0FERCVPtmYYhBCWAKpKKUMMHA8REeXQN9+o7VPXrQMqV854THy8qlkoXz77S5EiI4FevdQxly0DhNBfzEREVHRkOcOQ2tvgNNTuSBBC+Aohtho4LiIiyoZTp4ApU1TX5d69dY+bNg0ICFB1DqVLZ31cKVV/hps3gQ0bsvcYIiIqnrKzJOkzAA0APAQAKeVpAM6GCoiIiLLnyROgXz+gXDlg4ULd406cAL7+WhU7v/Za9o69aBGweTPw1VdAg0K5Hx4REeWX7CxJSpJSRgnORRMRFSqffJLWS8HBIeMxCQkqUXByAr79NnvHPX1aFVC3b6++ExFRyZadhCFACNEHgLEQwhXAGAB/GzYsIiLKzIEDwHffAW+/Dbz6qu5x06erpUjbtwP29lkf99EjtbypTBngp590F1ATEVHJkZ3/FbwLwAtAPID1AKIBjDNgTERElImoKNVtuWZNVfCsy8mTwJdfqrEdOmTv2O+8o7ZoXbsWcHTUT7xERFS0ZTnDIKWMBfBJ6hcRERWwsWNVMfLRo7qbqCUkqF2RypVTMxHZsWqV+poyBWjZUm/hEhFREZdlwiCE8APwMVSh89PxUkq27yEiymebN6ulQpMnAw0b6h73xRfA2bPA1q3ZW4oUEqKWN730kjo2ERGRlpBSZj5AiBAAHwA4ByBFe7uU8pphQ8s9Pz8/6e/vX9BhEBHpVUQE4O0NODurvgumphmPO3VK7WzUu7eaMcjKkycq+bh1SxU8V6qkz6gpPwghTkgp/Qo6DiIqnrJT9HxXSsm+C0REBUjbF+HxY2D1at3JgnYpUtmywJw52Tv2e++p2Yg//mCyQEREL8pOwjBFCLEcwF9Qhc8AACnlZoNFRUREz1i+XF3Qz50LeHrqHvfVV8CZM2opkq6tVtP79VfVw+G997Lfo4GIiEqW7CxJWgPAA0Ag0pYkSSnlYAPHlmtckkRExcnly4CPD9CoEbBnj+6tTk+fBurXB3r1UrMQWQkNBXx9AXd34PBhwMxMj0FTvuKSJCIypOzMMPhIKWsZPBIiInpBcrLaFtXEBFi5UneykJioGrSVKaNmIbKSmKhqHKQE1q9nskBERLplJ2H4VwihkVKeN3g0RET0jJkz1fapa9YAVaroHqddivT779lbijRpEvDvv8DGjUCNGnoLl4iIiqHsJAzNAAwUQlyFqmEQUEuS8mVbVSFEDageEHZSyu75cU4iosLg9Gng00+BHj2APn10jztzBpg2TY15442sj7trl2r4NmKEOjYREVFmslPDUC2j2/OyraoQYgWA1wHckVJ6p7u9HYC5AIwBLJdSfp3uvk3ZTRhYw0BERd2TJ6oe4f594Nw5tdQoI4mJaVuiBgbqHqd165aqWyhfHjh2DLC01HvoVABYw0BEhqRjNSwghLBN/TFGx1de/Aig3XPnMwawAEB7ABoAvYUQmjyeh4ioSJo8GQgIAH74IfMk4OuvVd+FxYuzThaSk4F+/dTWrBs2MFkgIqLsyWxJ0jqoWYATACTUUiQtCSDXq16llIeEEM7P3dwAwCUp5RUAEEL8DOANAKydIKIS5eBBYPZsYORIoH173ePOnlVLkXr3Bjp3zvq4X34J7N8PrFiR+dasRERE6emcYZBSvp76vbqUskbqd+2XIUrkKgEIS/f7DQCVhBBlhBCLAdQRQnyk68FCiOFCCH8hhP/du3cNEB4RkeFFR6tdkVxcgFmzdI9LTFQN2uztgXnzsj7uwYPAZ58Bffuq3ZSIiIiyK8uiZyHEX1LK1lndpgcig9uklPI+gJFZPVhKuRTAUkDVMOg5NiKifDF2LBAWpnZGsrbWPe6bb4CTJ1XjtbJlMz/mvXuqINrFBVi0CBAZ/WtLRESkg86EQQhhAcAKQFkhhD3SLuhtAVQ0QCw3AKTfNLAygFsGOA8RUaH0++/Ajz8Cn3yimrTpEhAAfP65atDWtWvmx5RSzSjcuwds3w7Y2OgxYCIiKhEym2EYAWAcVHJwAmkJQzRUcbK+HQfgKoSoDuAmgF4AMtlIkIio+Lh9Gxg2DKhbV22lqou2QVvp0sD8+Vkf97vvgD/+UMuW6tTRV7RERFSS6EwYpJRzAcwVQrwrpczG/5ayTwixHkBLqNmLGwCmSCl/EEKMBrAbalvVFVLKwBwetyOAjjVr1tRnuEREBiWlShZiYoDVqzPvujxzJnDiBLBpU9ZLkY4fByZOVAXRo0frNWQiIipBsuzDUBSxDwMRFSU//AAMHapmA8aN0z0uIEDNQHTporZFzUxUlJpRSE5W265mp/szFV3sw0BEhpSdTs9ERGQgV66oJOHll4ExY3SPS0pSuyKVLg18/33mx5QSGD4cuH4dOHSIyQIREeUNEwYiogKSnKy2UDUyAlauVN91mTUL8PcHfvkFcHTM/LjLlgEbN6q+C02a6DdmIiIqeTLbJaluZg+UUp7Ufzh5wxoGIipKZs8GjhwBVq0CqlbVPS4wEJgyBejRA+jePfNjnjuntmZt2xb48EP9xktERCWTzhoGIcT+1B8tAPgBOAO1U1JtAMeklM3yJcJcYA0DERV2Z84A9esDnTqpWQNdvRGSktQswdWrKnEoV073MR8/Vsd88EAd38nJMLFT4cMaBiIypMx2SWoFAEKInwEMl1KeS/3dG8D7+RMeEVHxEx8P9O+vagsWL868kdrs2Wq3ow0bMk8WAFUDERwM7NnDZIGIiPQnOzUMHtpkAQCklAFCCF/DhUREVLxNnqyWDm3fnvnWqOfPq54M3bqp5UiZWbcOWLFCNX1r00a/8RIRUcmWnYQhSAixHMAaABJAPwBBBo2KiKiYOnRIFTAPHw506KB7nHZXJBsbYOHCzGchLl4ERowAmjUDPvtM7yETEVEJl52E4S0AowCMTf39EIBFBosoD1j0TESFWXS02hWpRg211Cgz334L/Pcf8PPPmS9Fio8HevVSzd7WrQNMuPcdERHpWZb/a5FSPhFCLAawQ0oZkg8x5ZqUchuAbX5+fsMKOhYioueNH696Ixw+DJQqpXtcUJBaitS1K9CzZ+bH/N//gJMngS1bgCpV9BsvERERAGSy67cihOgE4DSAXam/+wohtho4LiKiYmXLFlVjMHFi5r0RkpPVUiRr66yXIm3ZAsybp7ZR7dRJ/zETEREB2UgYAEwB0ADAQwCQUp4G4GywiIiIipk7d4Bhw4A6dVQ/hcx89x1w7Jjq5pzZTkfXr6vEom5dYMYM/cZLRESUXnYShiQpZZTBIyEiKoakVAXO0dHA6tWq1kCX4GBg0iSgSxdVl6BLUhLQp4/6vmEDYG6u/7iJiIi0slMeFyCE6APAWAjhCmAMgL8NG1busOiZiAqbH39US4dmzwa8vHSPS04GBg/O3lKkKVOAo0dVkTP/uSMiIkPLzgzDuwC8AMQDWA8gGsA4A8aUa1LKbVLK4XZ2dgUdChERQkNVfUHLlsC4cZmPnTMH+OcfYP58oHx53eP27gW++goYMgTo3Vt/sRIREekipJTZHyyEMQBrKWW04ULKOz8/P+nv71/QYRBRCZacDLRqBZw5A5w9C1SrpntsSAjg6wu8+irw22+6Zxdu3wZ8fIAyZVT3Zysrg4RORZAQ4oSU0q+g4yCi4ik7uyStE0LYCiGsAQQCCBFCfGD40IiIiq5vv1Xbp86bl3myoF2KZGkJLFqkO1lISQH69weiolTdApMFIiLKL9lZkqRJnVHoDGAHgKoA+hsyKCKiouzs2bTi5QEDMh87bx7w99/qe4UKusfNmAH8+aca5+2t33iJiIgyk52EwVQIYQqVMGyRUiYCyP46JiKiEiQ+Xs0E2NsDS5ZkXrx84QLw8ceqh0LfvrrHHT0KTJ4MvPkmMHSo/mMmIiLKTHZ2SVoCIBTAGQCHhBDVoAqfiYjoOVOmqBmGbdsAR0fd47RLkSwsgMWLdScWDx6o4uZq1YClSzNPQIiIiAwhy4RBSjkPwLx0N10TQrQyXEi5x21ViaggHTkCfPONmgV4/fXMx86fr2YOVq3SvRRJSrUbUkSEWrZka6v/mImIiLKS5S5JQogyUN2em0EtRToCYKqU8r7hw8sd7pJERPktJkbtYCQEcPo0YGOje+zFi2ps69bA1q26Zw3mzwfGjFEF1OPHGyRsKia4SxIRGVJ2ahh+BnAXQDcA3VN/3mDIoIiIipoJE4Br19SMQWbJQkqKWopkbp55jcPJk8D776uZiqx6OBARERlSdmoYHKSU09L9Pl0I0dlA8RARFTnbtgHLlwMTJwJNm2Y+dv58tXTpp5+AihUzHhMTowqcHR2BlStZt0BERAUrOzMM+4UQvYQQRqlfPQH8YejAiIiKgrt3Vc2Cjw/w+eeZj710CfjoI6BDB7WTUkakBEaNAq5cAdavB8qW1X/MREREOZGdGYYRACYAWJP6uxGAx0KICQCklJJleERUIkkJjBgBPHwI/PUXYGame6x2KZKZWeZLkX78EVi7Fpg6FWje3BBRExER5Ux2dknKZDUuEVHJtWoV8NtvwMyZWTdTW7BAdX5euRKoVCnjMUFBwOjRwMsvq/4MREREhUGWuyQBgBDCHoArAAvtbVLKQwaMK1fSbas67OLFiwUdDhEVY6GhQO3aQJ06wL59gLGx7rGXL6uxLVsC27dnPLsQFwc0aADcvg2cOZN512ei53GXJCIypCxrGIQQQwEcArAbwOep3z8zbFi5I6XcJqUcbmdnV9ChEFExlpICDBqkfv7pp8yTBe1SJFPTzBuvjR8PBARk3peBiIioIGSn6HksgPoArkkpWwGoA7W1KhFRifTdd8DBg8DcuYCzc+ZjFy4EDh1Sj9G1FGnjRlXX8L//Ae3a6T1cIiKiPMlOwvBESvkEAIQQ5lLKYADuhg2LiKhwCghQ9QVvvJE2y6DLlSvAhx+qJEDX2CtXgGHDgEaNgOnT9R0tERFR3mVnl6QbQojSAH4H8KcQIhLALUMGRURUGCUkAP36AaVLZ768CFBLkYYMAUxMdI9NSFD9FoyM1BaqpqYGC52IiCjXsrNLUpfUHz8TQuwHYAdgl0GjIiIqhD77TBUkb9kClCuX+dhFi4ADB1RDtypVMh7z0UeAvz/w669ZL20iIiIqKDoTBiGEQwY3n0v9XgrAA4NERERUCP39NzBjhpo16NQp87HapUivvqoKnjPyxx/At98Cb78NdO2q/3iJiIj0Ree2qkKIqwAkgPQT6drfpZSyhuHDyx0/Pz/p7+9f0GEQUTHx6JHq5CylmmGwyaQ7TUoK0Lo1cOIEEBiY8ezCjRuAry9QuTLw77+AhcWLY4hygtuqEpEh6ZxhkFJWz89AiIgKq/feA65eVTsjZZYsAGq3owMHgGXLMk4WkpKAvn2BJ0+ADRuYLBARUeGXnT4MQgjRTwgxOfX3qkKIBoYPjYio4P3xhypa/uADoHnzzMeGhqpxbduqpUsZmTZNbbO6cCHgzv3miIioCMjOtqoLATQG0Cf19xgACwwWERFRIXH3rrrwr10bmDo187HaXZGMjFShc0a7Iu3frxKGAQPUFxERUVGQnW1VG0op6wohTgGAlDJSCGFm4LhyRQjREUDHmjVrFnQoRFTESQmMHAlERgJ79gDm5pmPX7oU2LdPfa9a9cX779xRS5Hc3IAF/MiFiIiKkOzMMCQKIYyhCp4hhHAEkGLQqHJJSrlNSjnczs6uoEMhoiJu9Wpg82Y1I1C7duZjtUuR2rQBhg598f6UFGDgQODBA1W3UKqUQUImIiIyiOwkDPMA/AagnBDiCwBHAHxp0KiIiArQ9evAu++qmoX33st8rJRpSYKupUizZwO7dqltVH189B8vERGRIWWncdtaIcQJAK2htlTtLKUMMnhkREQFICUFGDRIff/pJ8DYOPPxy5YBf/0FLF4MVKv24v3//gt8/DHQrRswapRBQiYiIjKo7NQwQEoZDCDYwLEQERW4uXNVcfLy5UD1LDaXvnZNzUC0bg0MH/7i/Q8fAr17q34LumYfiIiICrtsJQxERCVBYCDw0Ueqk7OuDs1aWS1F0t5/4wZw5AhQurRBQiYiIjI4JgxERAASEoD+/QFbW7XMKKvZgOXLgb17gUWLAGfnF+9fvBj49Vfgm2+Ahg0NEjIREVG+YMJARATVZ+HUKeD334Fy5TIfe/26Wor08ssZL0U6cwYYPx5o3z7romkiIqLCLju7JBERFWv//AN89RXw1lvAG29kPlZKYNgwVRS9fLlq1Jbeo0fAm28CDg6qaPr5+4mIiIoazjAQUYn26JHquly1KjBnTtbjf/hBNXJbsCDjoujRo4ELF9TOSY6Oeg+XiIgo3zFhIKIS7f33gcuXgQMHVP1CZq5fByZMAFq1Ul2gn7d6tZpV+PRTNYaIiKg44GQ5EZVYO3YAS5aoOoMWLTIfK6WqV0hJUbMMzy81CglRfRZatAAmTzZczERERPmNMwxEVCLduwcMGQJ4ewPTpmU9fuVKYPdu4PvvX1yK9OSJqluwsADWrQNM+C8rEREVI/zfGhGVOFKq2YD794Fdu9SFfmZu3FC7Hr30Usbdmt9/X+2MtH07UKmSYWImIiIqKMVqSZIQoqMQYmlUVFRBh0JEhdjatcCmTWorVR+fzMdqd0VKSgJWrHhxKdLmzaoAesIEoEMHw8VMRERUUISUsqBj0Ds/Pz/p7+9f0GEQUSEUFgbUqqWWIh08CBgbZz5+5UrV9Xn+fLUDUnqhoUCdOoCrq+rmbGZmsLCJMiWEOCGl9CvoOIioeCpWMwxERJm5fRvo3h1ITgZWrco6WdAuRWrRAnj77WfvS0wEevdWRdA//8xkgYiIii/WMBBRieDvD3TpouoW1q0DatTIfLyUwIgRQEJCxkuRJk8G/v0X2LAh62MREREVZZxhIKJib9UqoFkzNaPw999A587Ze8yOHcDXXwMuLs/et3s3MGOG2ma1Z0+DhExERFRoMGEgomIrKUktKRo4EGjSRM0y+Ppm/bibN4GxY4HmzV+sWwgPB/r3VzUQ2ekMTUREVNRxSRIRFUv37qneCPv2qYv/mTMBU9OsH5fZUqTkZKBfP+DRI9UZ2tLSYOETEREVGkwYiKjYOX1aLTuKiAB+/FHNMGTX6tXAH3+o2YOaNZ+976uvVALyww+ARqO/eImIiAozLkkiomLl55/V8qOkJODw4ZwlC7duqdmIZs2Ad9999r7Dh4EpU4A+fYC33tJvzERERIUZEwYiKhaSk4EPP1RbndarB5w4AdSvn/3Ha5ciPXny4lKke/fUcWvUABYvBoTQf/xERESFFZckEVGRFxmpLuh37wZGjVLLiXLaF2HNGmD7duDbb1UjNi0p1YzC3bvAP/8ANjZ6DZ2IiKjQY8JAREVaYCDwxhvA9evA0qXAsGE5P0Z4ODBmDNC0qfqe3pw5KpGYOxeoW1cvIRMRERUpTBiIqMjavBkYMEB96n/ggKpdyKnnlyKl7/7s76+WOb3xxos1DURERCUFaxiIqMhJSQE+/RTo1k31QzhxInfJAqC6Pm/bBnzxBeDmlnZ7VJTalrV8eZVIsG6BiIhKKs4wEFGREhWleiFs3w4MHgwsXAiYm+fuWBERauagcWO1O5KWdtbh2jXg4EHAwUE/sRMRERVFTBiIqMgICVHLgy5fBr7/Hnj77dx/8i8lMHIkEBsLrFz57FKk5cuBDRvUrEPTpvqJnYiIqKhiwkBERcL27UDfvmo2Ye9e4KWX8na89euBLVtUB2h397TbAwJU4XObNsDEiXk7BxERUXHAGgYiKtRSUoDp04FOnVTnZX//vCcL2qVIjRoB48en3R4bq+oWbG1Vx2cj/gtJRETEGQYiKrxiYoBBg9RuSP36qW1TLS3zdkwpVa+Gx49fXIo0ZgwQFKT6OZQvn7fzEBERFRdMGIioULp8WdUrBAWpZmrjxulnp6L164Hffwe++Qbw8Hj29h9+AD76CGjbNu/nISIiKi6YMBBRobN7N9Crl1oStHu3qifIq8REVcQ8fbpaijRhQtp9ly4Bw4errVmnTs37uYiIiIqTQr9CVwhhLYT4SQixTAjRt6DjISLDkVIVIb/2GlC1qqpX0EeyEBSktk79/HOgd29g5860pUjx8apuwdRUzTKY8GMUIiKiZxRIwiCEWCGEuCOECHju9nZCiBAhxCUhhHZ/kq4ANkkphwHolO/BElG+iI0F+vQB/vc/oHt34O+/gerV83bMlBRgzhygTh0gNBTYtEkVM5cunTbmww+BkydVc7aqVfN2PiIiouKooGYYfgTQLv0NQghjAAsAtAegAdBbCKEBUBlAWOqw5HyMkYjySWio6newYQPw9dfAzz8D1tZ5O+a1a0Dr1moXpLZt1Xap3bo9O2brVmDuXLVjUufOeTsfERFRcVUgk+9SykNCCOfnbm4A4JKU8goACCF+BvAGgBtQScNpFIElVESUM/v2AT17AklJwB9/AO3b5+14UgI//aR2PJJSNWEbPPjFgumwMOCtt9Tsw8yZeTsnERFRcVaYLsArIW0mAVCJQiUAmwF0E0IsArBN14OFEMOFEP5CCP+7d+8aNlIiyjMp1af7r7wClCsHHD+e92Thzh2gS5e0RODsWWDIkBeThaQkVcuQkKBmNczN83ZeIiKi4qwwlfdltGGilFI+BvBWVg+WUi4FsBQA/Pz8pJ5jIyI9iosDRo4EVq1SS4FWrQJsbPJ2zN9+A0aMAKKigFmz1FIkXY3XPvsMOHoUWLsWcHXN23mJiIiKu8KUMNwAUCXd75UB3CqgWIjIQMLCgK5d1Q5In38OTJqUt47KUVHA2LFqGVKdOmqJk7e37vF79wJffqmWKfXpk/vzEhERlRSFaUnScQCuQojqQggzAL0AbM3JAYQQHYUQS6OiogwSIBHlzZEjgJ8fEBICbNkCfPpp3pKFffuAWrWANWtU4vHvv7qThbg4YMoUoEMH1bBt3rzcn5eIiKgkKahtVdcD+AeAuxDihhBiiJQyCcBoALsBBAHYKKUMzMlxpZTbpJTD7ezs9B80EeWalMDixUCrVoCdHXDsGNApD5skx8Wpzs+tWwMWFmp50bRpgJlZxuN37lSJxdSpasvWffvyvgsTERFRSVFQuyT11nH7DgA78jkcIjKg+Hi1bemyZaoh29q1z/ZByKnjx4EBA4DgYGD0aGDGDMDKKuOxYWGqluHXXwF3d+Cvv4CXX879uYmIiEqiwrQkiYiKmfBwNauwbBnw8ceq70Fuk4XERFWs3Lgx8OgR8OefwPz5GScLiYmq8NnTE9ixQ9UsnDnDZIGIiCg3ClPRc54JIToC6FizZs2CDoWoxDt2TBU3P3wIbNwI9OiR+2MFBQH9+wMnTgD9+qlEQVficfgwMGoUEBgIdOyoahWcnXN/biIiopKuWM0wsIaBqHBYuRJo0UL1N/jnn9wnCykpwJw5avej0FBg0yZg9eqMk4W7d4FBg9R5Y2JUUfXWrUwWiIiI8qpYJQxEVLASE1W9wuDB6sL9+HGgdu3cHevaNVXUPH480LYtEBAAdOv24riUFGDJElWjsG4d8NFHwPnzeSuqJiIiojTFakkSERWcO3fUTMKhQ8B77wFffw2Y5OJfGClVT4UxY9TPy5erBOT5bs0AcPKkWn70339Ay5bAwoWqboGIiIj0hzMMRJRnJ06o/gr//ad6Isyalbtk4c4doEsX4K231DKks2eBIUNeTBaiotRMRv36aiZizRq1VSqTBSIiIv0rVgkDG7cR5b+1a4FmzdTPR48Cffvm7ji//66aru3cqRKO/fuB6tWfHSOlWnbk7q5mE95+W22v2rdvxjMQRERElHfFKmFg0TNR/klKUkuP+vUDGjYE/P2BunVzfpyoKFWs3KULULmymq14770XO0AHBamahr59gapV1WxGZrslERERkX4Uq4SBiPLH/ftA+/bAt9+qpUF//gmUK5fz4+zbpzowr1kDTJoE/PuvmmVILzZW9XDw8QFOnQIWLVI7L9Wrp5/nQkRERJlj0TMR5cjZs0DnzsDNm8CKFareIKfi4tRuRnPnAq6uailTw4Yvjtu2TSUk164BAwcC33yTu8SEiIiIco8zDESUbb/8ojotx8er3ZBykywcP66WLs2dC4weDZw+/WKyEBoKvPGG2hq1VCng4EHgxx+ZLBARERUEJgxElKXkZLUsqGdPwNdX1RlkNCOQmcRE4LPPVMIREwPs2aNqEKys0sYkJABffQVoNMDevWpG4dQp1dOBiIiICkaxWpIkhOgIoGPNmjULOhSiYuPhQ6BPH7V70fDh6iLfzCxnxwgKAvr3V4lGv34ZFyvv2we8847a9ahrV9XhuUoVPT0JIiIiyrViNcPAXZKI9Ov8eaBBA/Vp/+LFqqNyTpKFlBR14V+3rlpm9MsvwOrVzyYLEREqiWjdWs0w/PEH8OuvTBaIiIgKi2I1w0BE+vP772pWwNpaffqv7bWQXdeuqe1SDxwAXn8dWLYMKF8+7f7kZLXj0SefAE+eAJ9+CkycCFha6vFJEBERUZ4VqxkGIsq7lBRVa9Cli+qc7O+fs2RBSlWgXKuWeuzy5cDWrc8mC//9p2Yu3n1XfT93Dvj8cyYLREREhRETBiJ6KjpaJQqff662MT10SDVTy647d9Tj33oLqFNHbcE6ZEhaF+YHD4CRI4FGjYDwcGDDBlX87OZmmOdDREREeceEgYgAABcuqAv5P/4A5s0DVq4ELCyy//jff1dN13buBGbNAvbvB6pXV/dJCfz0E+DhoWYcxo1Txc09e6YlE0RERFQ4FasaBu6SRJQ7O3aonZBMTVWBc8uW2X9sVBQwdqxKCOrUUfUO6bs1BwQAb78NHD6stlRdtEh1bSYiIqKioVjNMHCXJKKckVL1PXj9daBGDVVzkJNkYf9+oHZtYM0aYNIk4N9/05KFR4+ADz5QfRsCA9XMwpEjTBaIiIiKmmI1w0BE2ffokao12LQJ6N1bXdCnb6KWmbg44KOPVLdmV1fg6NG0Rm5SAps3q2VHN26oGoavvwbKljXYUyEiIiIDKlYzDESUPVeuAE2aqAv7WbOAtWuznyz4+6u+CnPnAqNHA6dPpyULly8DHToA3bsDDg4qkVi+nMkCERFRUcaEgaiE+fNPwM9Pffq/cyfw3nvZKzxOTFTbrTZqBMTEqN2N5s9XicaTJ8DUqYCXl6pV+O471dW5SRODPx0iIiIyMC5JIiohpAS+/Rb43/8AjUbtauTikr3HBgWpJm4nTqiuzPPnp3Vr3rNHzTRcvAi8+SYwezZQqZKhngURERHlN84wEJUAsbHqQv/991WfhH/+yV6ykJKilh7VrQuEhgK//AKsXq2ShZs3VYLw6qtq7J49wM8/M1kgIiIqbpgwEBVz166pTs3r1wNffKEu+kuVyt7j2rRRxctt2qjtUbt3B5KS1JIjDw/VwXnaNNWpuW1bgz8VIiIiKgDFakkS+zAQPevAAaBHDyAhAdi2TRUkZ0XbZG3MGPXz8uXA4MGqzuHoUdVT4exZoH174Pvv1XasREREVHwVqxkG9mEgUqRUF/Nt2qgdiv77L3vJwp07QNeuartVX1+VGAwZAty/r743awY8eKB2V/rjDyYLREREJUGxShiISO1YNGQI8O67Kkk4dgxwd8/6cb//rpqu7dihtlrdvx+oVk3NMLi7A6tWqUZsQUGqDiI7OysRERFR0VesliQRlXQ3b6oZgv/+A6ZMAT79FDDK4mOBqChg7Fi1DKlOHWDfPpU4nD4NjBqlujc3bw4sXJjWxZmIiIhKDs4wEBUTR48C9eoB588Dv/2meiZklSzs3w/Urg2sWQNMmqSSg6pVVaFzvXqqEdtPPwEHDzJZICIiKqmYMBAVA0uXAq1aATY26qK/c+fMx8fFAePHAy+/DJibq2Rj6lSVaHh4APPmAcOHAyEhwIABXH5ERERUkjFhICrCEhKAkSOBESOA1q3VUiQvr8wf4++v+irMmaMarp0+DdjbA6+8AvTqBVSooJKORYvU7URERFSyMWEgKqIiItQMwZIlwMSJwPbtmV/gJyYCn38ONGoExMSoRmvffAN89RVQq5ZKNr7/Xn1v0CD/ngcREREVbix6JiqC/vtPFTdHRgIbNgA9e2Y+PihILS3y91cdn+fPV8uQvLyAq1fVbTNnAuXL50/8REREVHQwYSAqYn78US1DqlAB+PtvwMdH99iUFJUcTJwIWFurLs8NGqhGbNp6hX37VP0DERERUUaK1ZIkIURHIcTSqKiogg6FSO8SE9X2p2+9pRqo+ftnnixcv64at40bp76fPAlcuQJ4egK7dqmlSGfOMFkgIiKizBWrGQYp5TYA2/z8/IYVdCxEeREfDwQGqoLk06eBU6fUxX1MDDBhAjBjBmCi479eKVWTtTFj1AzD8uWAiwvQvr3acvWNN1TBs7Nz/j0fIiIiKrqKVcJAVBQ9fJiWGGiTg/PngaQkdX+pUmomYcAAddHfoYPuY925o3ZM+v131Wxt1ixgwQJg6FCVIGzdCnTsaOhnRERERMUJEwaifCIlcOOGSgjSJwehoWljKlQAfH1VUlCnjvrZxSXrBmwAsGULMGyY6tz8zTeAlRXw6qvA48fAxx8Dn3yibiMiIiLKCSYMRAaQlAQEBz+bGJw+DTx4oO4XAnBzAxo2VDMC2uTAySnn54qKUnUKP/6ojjN/vppZ8PdX264uWKCKm4mIiIhygwkDUR49egScPftscnDunKpDAAALC9XnoFu3tMSgVi211Civ9u8HBg1SMxfvv69qHHr3BsqVA9auVT+zSzMRERHlBRMGohy4fTtttkD7/eJFtdwIABwcVFIwenRacuDurrtAObfi4tQyozlzgJo1gUmTgMWLgXv31LmnTQPs7PR7TiIiIiqZmDAQZSAlBbh06cUlRRERaWOqV1cJQd++aclB5cqG/0Tf3x/o318teerTBwgLA6ZOVf0Vdu4E6tY17PmJiIioZGHCQCXekydAQMCLW5g+fqzuNzFRHZFffTUtMfDxAUqXzt84ExOBL79UswflygFvvgls3AjY2ABLlqidkLJTHE1ERESUE0wYqER58ODFWYOgICA5Wd1vY6MSgsGD05IDjQYwN8/fOKUErl0D/vtPfR0/Dpw4oZKYl14CLl8GNmxQ9QszZqgEgoiIiMgQmDBQsaS94H4+Obh+PW1MpUoqIXjjjbTkoHr1gvmU/t49lRRok4P//gPu3lX3mZmp7sytW6slUQcPAt7ewLp1qtcCERERkSExYaAiLzFRzRKkTwxOn1YN0QCVALi7A02bqoJg7ZKigvpUPjYWOHkybfbg2LFnezGUKaNmOqys1K5HDx6oJVJnzgDW1mrL1DFjAFPTgomfiIiIShYmDFSkxMSoC+f0yUFAAJCQoO63tARq11br+9NvYVpQDcsSE4EjR4C9e1VicP68miXQ7qokRNrPWo8fq6ShWrW0L2dn9d3LS+3ERERERJRfmDBQoSQlEB7+4pKiS5fSxpQtq5KCsWPTkgM3N8DYOP/iTE4Gbt1Sy59CQ9PivXQJuHNHbX/6PHNzoHx5Faub27MJQbVqauaDvROIiIiosGDCQAUuOVn1Mnh+SdGdO2ljXFxUQjBokPru6wtUrGj4C+v4eLVt6bVrz36FhgJXrqhkQVswnZ4QgL29qj3w8gKaNAEaNVKJQX7vrkRERESUF8UqYRBCdATQsWbNmgUdCukQG5u2hak2OTh7Vt0OqHX53t5Ahw5pswa1axuuCdmjRy8mA+mTgvTLhwCVCFhYqD4N2k7OQqiZgXr11A5GzZqp58AaAyIiIioOhHx+AXUx4OfnJ/39/Qs6jBLtwQNViKz9On9efb92LW2MnZ1KCLSJga+v+kTezEw/MUip4sgsIXjw4NnHmJoCVauqOgFTU7Wk6M4dNZOg/U/F2Vk1SdN+1akDlCqln5iJiHJDCHFCSulX0HEQUfFUrGYYKH9p6wy0yUD6r9u308ZZWAAeHmpZzpAhaolOnTrqwjsvS4pSUtQMgK6E4No1NYOQnpVVWr1AgwYqObCwAKKigBs3gMBANetx+bIaX6aMGjd0qPpevz7g6Jj7mImIiIiKGiYMlKXkZPVp/POzBUFBQHR02rjSpdUMQYcO6runp2p6Vq1a7nobJCaqi3hdycD162m7I2nZ26vz1awJtGnz7E5D1aqpY/r7p21pumEDEBmpHmtlBdStC7z9dtrsQV6TGiIiIqKijglDFq5dA548UReNQqgLX+3Pz/9uiPvy82I1Pl4VHz+/lOjCBfUaaJUvr5KB/v3TEgNPT3V7TuKNi1MX/aGhGScEN2+qWYT0ypdXF/516wJdu76YENjYpI2NiVHdkf/7TzU5++8/VcAMqJ2UvL2B7t3TkgONBjDhfxFEREREz+DlURb69AH+/rtgYzBEEpKU9OxXYqL6Ss/UVG0Bam2t1vRbWqrlOyYm6lP5f/4B/v0357HExKiEIP0uSIC6iK9cWV34t2z54najVaqo82ckIUEVT2u7JP/3n0p4tHUHLi6qcVv6uoOC6s1AREREVJQwYcjC558Dd++qT7qlVF/pf37+98J03+PH6sL+wQP1FRmpuh8/fpz2/IQAbG1VTwNbW/VlY6O+jIz0F0tyctrPpUurTsvPNyWrWDF7n/CnpKiZkP/+S0sQTp1KW57k6KiSgjffTKs7KFPGAG8OIiIiohKACUMW2rQp6AgyJ6Va5/980fH588C9e2njrKxU4XHLlmrpjXYZkYtL4d/+89atZ5OD48dVkTKgZj/8/IAxY9JmD6pWZd0BERERkb4wYSgikpKAq1dfLDoODlZLfLTs7VVC0Lnzs4XHVarkrvA4v0VFpRUlaxOEmzfVfSYmqidD795q1qBBA/X88rOzMxEREVFJw4QhCxMnqqJfExN1YWpikrufszsuOVltFXrzppo5uH5drfcPC3u2xqBcOcDVFejWDXBzA9zd0wqPTU2fPW5h/bQ9Ph44c+bZ5CA4OO1+V1c1I6JNDnx9VR0FEREREeUfJgxZCA8HLl1KKw5OTs7656Qkw8d15476Ono067FGRvmT7GT359u3VXJw+nRaEuTkBDRsCPTtq5IDPz9VaE1EREREBYsJQxZ++il3j0tJURfD4eFpy4iCg9VsxYULahZBy8REFf5qi3+rVlVfFSqoC+ycJCuZJTF5eXxyMhAbm7dzJyer52tjoxKCCRPSZg8qVy68MyFEREREJRkTBj1ISVFLhp4vOg4KUrsTaZUqpQqP27Z9tvC4Ro2Ssf+/drckI6OiUU9BREREREwYciQxEbh8+cUdiYKC1KfvWmXLqkSge/e0omNPT36KLkTJSIyIiIiIihNevmXhu+9UnUBQkNr7P33hceXKKhkYNuzZjseOjgUXLxERERGRPjFhyMKePWpWwdMT6NQpLSnw8FBr8YmIiIiIijMmDFn44w+utyciIiKikouXwllgskBEREREJRkvh4mIiIiISCcmDEREREREpFOhTxiEEDWEED8IITYVdCxERERERCWNQRMGIcQKIcQdIUTAc7e3E0KECCEuCSEmZnYMKeUVKeUQQ8ZJREREREQZM/QuST8C+B7AKu0NQghjAAsAtAVwA8BxIcRWAMYAvnru8YOllHcMHCMREREREelg0IRBSnlICOH83M0NAFySUl4BACHEzwDekFJ+BeB1Q8ZDREREREQ5UxA1DJUAhKX7/UbqbRkSQpQRQiwGUEcI8VEm44YLIfyFEP53797VX7RERERERCVYQTRuExncJnUNllLeBzAyq4NKKZcCWAoAfn5+Oo9HRERERETZVxAzDDcAVEn3e2UAtwogDiIiIiIiykJBJAzHAbgKIaoLIcwA9AKwtQDiICIiIiKiLBh6W9X1AP4B4C6EuCGEGCKlTAIwGsBuAEEANkopA/V0vo5CiKVRUVH6OBwRERERUYknpCx+y/39/Pykv79/QYdBRESUL4QQJ6SUfgUdBxEVT8UyYRBC3AVwLYO77AA8P/2Qndue/70sgHt5DDMzGcWkz8dlNU7X/dm9vbi/flmNzel9fA9m/36+ftkbZ+j3oKFfP10x6fNxxe09WE1K6ajH4xERpZFSlpgvAEtzc1sGv/vnd5z6fFxW43Tdn93bi/vrl9XYnN7H92De3oN8/fL/PWjo168wv4ZF5T3IL37xi1/6/CqIoueCtC2Xt2U0xpBye77sPi6rcbruz+7txf31y2psTu/jezD79/P1y944vgfzPq6ovweJiPSmWC5JMjQhhL/kWtFc4+uXd3wN84avX97w9cs7voZEVJSUtBkGfVla0AEUcXz98o6vYd7w9csbvn55x9eQiIoMzjAQEREREZFOnGEgIiIiIiKdmDAQEREREZFOTBiIiIiIiEgnJgx5JISoIYT4QQixqaBjKaqEEJ2FEMuEEFuEEK8UdDxFjRDCUwixWAixSQgxqqDjKaqEENZCiBNCiNcLOpaiRgjRUghxOPV92LKg4ylqhBBGQogvhBDzhRADCzoeIqLnMWHIgBBihRDijhAi4Lnb2wkhQoQQl4QQEwFASnlFSjmkYCItvHL4Gv4upRwGYBCANwsg3EInh69fkJRyJICeALhNY6qcvIapPgSwMX+jLLxy+PpJAI8AWAC4kd+xFkY5fP3eAFAJQCL4+hFRIcSEIWM/AmiX/gYhhDGABQDaA9AA6C2E0OR/aEXGj8j5azgp9X7K4esnhOgE4AiAv/I3zELtR2TzNRRCtAFwHsDt/A6yEPsR2X8PHpZStodKuj7P5zgLqx+R/dfPHcA/UsoJADhLSESFDhOGDEgpDwF48NzNDQBcSp1RSADwM9SnQpSBnLyGQpkBYKeU8mR+x1oY5fQ9KKXcKqVsAqBv/kZaeOXwNWwFoBGAPgCGCSFK/L+NOXn9pJQpqfdHAjDPxzALrRy+/25AvXYAkJx/URIRZY9JQQdQhFQCEJbu9xsAGgohygD4AkAdIcRHUsqvCiS6oiHD1xDAuwDaALATQtSUUi4uiOCKAF3vwZYAukJdqO3I/7CKlAxfQynlaAAQQgwCcC/dBTA9S9d7sCuAVwGUBvB9AcRVVOj6N3AugPlCiOYADhVEYEREmWHCkH0ig9uklPI+gJH5HUwRpes1nAdgXn4HUwTpev0OADiQv6EUWRm+hk9/kPLH/AulSNL1HtwMYHN+B1ME6Xr9YgGwFo6ICq0SP+2eAzcAVEn3e2UAtwoolqKKr2He8PXLO76GecPXL2/4+hFRkcSEIfuOA3AVQlQXQpgB6AVgawHHVNTwNcwbvn55x9cwb/j65Q1fPyIqkpgwZEAIsR7APwDchRA3hBBDpJRJAEYD2A0gCMBGKWVgQcZZmPE1zBu+fnnH1zBv+PrlDV8/IipOhJQy61FERERERFQicYaBiIiIiIh0YsJAREREREQ6MWEgIiIiIiKdmDAQEREREZFOTBiIiIiIiEgnJgxERERERKQTEwaiYkwIcUAI4ZcP5xkjhAgSQqzN5nhnIUSAoePSce7SQoi3C+LcRERERRETBiLKkBDCJAfD3wbwmpSyr6Hi0aPSUPESERFRNjBhICpgqZ+2BwkhlgkhAoUQe4QQlqn3PZ0hEEKUFUKEpv48SAjxuxBimxDiqhBitBBighDilBDiXyGEQ7pT9BNC/C2ECBBCNEh9vLUQYoUQ4njqY95Id9xfhBDbAOzJINYJqccJEEKMS71tMYAaALYKIcY/N95YCDEz9TxnhRAjMjhmhmOEEC2FEAeFEBuFEBeEEF8LIfoKIf4TQpwTQrikjnMUQvya+vjjQoimqbd/lvocDwghrgghxqSe8msALkKI06nnrSCEOJT6e4AQonnu/pJERETFU04+QSQiw3EF0FtKOUwIsRFANwBrsniMN4A6ACwAXALwoZSyjhDiOwADAMxJHWctpWwihGgBYEXq4z4BsE9KOVgIURrAf0KIvanjGwOoLaV8kP5kQoh6AN4C0BCAAHBMCHFQSjlSCNEOQCsp5b3nYhwCIEpKWV8IYQ7gqBBiDwCZjTEA4APAE8ADAFcALJdSNhBCjAXwLoBxAOYC+E5KeUQIURXA7tTHAIAHgFYAbACECCEWAZgIwFtK6Zv6vN4DsFtK+YUQwhiAVRavOxERUYnChIGocLgqpTyd+vMJAM7ZeMx+KWUMgBghRBSAbam3nwNQO9249QAgpTwkhLBNTRBeAdBJCPF+6hgLAFVTf/7z+WQhVTMAv0kpHwOAEGIzgOYATmUS4ysAagshuqf+bgeVHF3IxpgEAMellOGp57uMtFmPc1CJAAC0AaARQmiPZyuEsEn9+Q8pZTyAeCHEHQBOGcR4HMAKIYQpgN/T/R2IiIgITBiICov4dD8nA7BM/TkJaUsHLTJ5TEq631Pw7H/b6T/N1/4uAHSTUoakv0MI0RDAYx0xCh23Z0YAeFdKufu58zhnY0xLZO85GgFoLKWMe+7xwIuv6wv/5qUmUi0AdACwWggxU0q5KhvPjYiIqERgDQNR4RYKoF7qz90zGZeZNwFACNEMaulPFNSynXdF6lW1EKJONo5zCEBnIYSVEMIaQBcAh7N4zG4Ao1I/vYcQwi31sTkdk5k9AEZrfxFC+GYxPgZqiZJ2fDUAd6SUywD8AKBuDs5NRERU7HGGgahwmwVgoxCiP4B9uTxGpBDibwC2AAan3jYNqsbhbGrSEArg9cwOIqU8KYT4EcB/qTctl1JmthwJAJZDLa86mXqeuwA652JMZsYAWCCEOAv1b9ohACMzeR73hRBHhdrWdSeAAAAfCCESATyCqv8gIiKiVELK51crEBERERERKVySREREREREOjFhICIiIiIinZgwEBERERGRTkwYiIiIiIhIJyYMRERERESkExMGIiIiIiLSiQkDERERERHpxISBiIiIiIh0+j8gxM2O7/kYQgAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] @@ -1843,7 +1854,7 @@ }, { "cell_type": "code", - "execution_count": 126, + "execution_count": 135, "id": "cecb2f32-d736-4652-936b-53c277884a20", "metadata": { "tags": [] @@ -1866,7 +1877,7 @@ }, { "cell_type": "code", - "execution_count": 155, + "execution_count": 136, "id": "386076b9-74e2-4fea-a330-a50b4e73a11b", "metadata": {}, "outputs": [ @@ -1876,7 +1887,7 @@ "(10.0, 1000000.0)" ] }, - "execution_count": 155, + "execution_count": 136, "metadata": {}, "output_type": "execute_result" }, @@ -2021,7 +2032,7 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": 126, "id": "ed08d7a0-27d7-41eb-9344-bc187d38d426", "metadata": { "tags": [] @@ -2038,13 +2049,13 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 130, "id": "715783fb-5226-4696-92c9-6d4c5a22b308", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -2061,7 +2072,7 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 138, "id": "234ec4aa-dfa6-4f66-a31e-919484017ada", "metadata": {}, "outputs": [ @@ -2071,13 +2082,13 @@ "(10.0, 1000000.0)" ] }, - "execution_count": 59, + "execution_count": 138, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -2095,21 +2106,21 @@ "pysparse = nucleation_total[\"package.solver\"] == \"pysparse\"\n", "pyamgx = nucleation_total[\"package.solver\"] == \"pyamgx\"\n", "\n", - "# plot_all(harmonic_total[pysparse | scipy])\n", - "plot_all(nucleation_total)\n", + "plot_all(nucleation_total[pysparse | scipy])\n", + "# plot_all(nucleation_total)\n", "plt.ylim(bottom=1e-1, top=1e3)\n", "plt.xlim(left=1e1, right=1e6)" ] }, { "cell_type": "code", - "execution_count": 60, - "id": "2a5bc19c-bb1e-47cc-8b09-2dc84f0a65ed", + "execution_count": 148, + "id": "4c0056f2-1d1f-4354-9946-4f80beb0d309", "metadata": {}, "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAewAAAGHCAYAAAByGWH5AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOydd3iN5xvHP2/2koEEsRIjgoyTSGyJGVqkKFq11WzRRVGlKK1VLR3UXq0qrVn101ixdyQRGUJEJCF7z5Pn98eRI5EhVAZ9P9eVi/O+z7if54z7fdb9lYQQyMjIyMjIyFRtNCrbABkZGRkZGZmnIztsGRkZGRmZlwDZYcvIyMjIyLwEyA5bRkZGRkbmJUB22DIyMjIyMi8BssOWkZGRkZF5CZAdtoxMBSBJUidJkoIq246qiCRJ8yRJ2l7ZdsjIVHVkhy0j84KRJClMkqTuBa8JIU4JIZpVok11JEnaIElSlCRJKZIkBUqSNF+SJMNH9yVJkiZLkuQrSVK6JEnRkiSdkCTp7QJltJQk6YgkSQmSJCVKknRFkqTXC9z/TJKkO5IkpUqSFCFJ0s7KaKuMzKuK7LBlZF5hJEnSkiSpOnAO0AfaCSGqAT0AU6Dxo6SrgA+BT4AaQF3gc6BXgeIOAP8AtQALYCqQ/KiekcBwoLsQwghwAY6WY9OeiiRJmpVZv4zMi0Z22DIyFYAkSZ0lSYoo8DpMkqRpj0a0SZIk7ZQkSa/A/T6SJPk8GsmelSTJocC9mZIkhT4aKQdIktS/wL1RkiSdkSTpW0mS4oF5wMdACjBMCBEGIIS4J4T4QAjhK0mSDfAe8LYQ4h8hRIYQQimEOC2EGPWo3JqANbBOCJH96O+MEOL0o6pdgf8JIUIflR8thFhbwC5LSZL2S5IUL0nSLUmSxpXQT4clSZr8xLXrkiQNePR/W0mS/nlUTpAkSYMLpNssSdJqSZIOSZKUBnQp6/sjI/MyIDtsGZnKYzCqEaw14ACMApAkyRnYCExANdr9GdgvSZLuo3yhQCfABJgPbJckqU6BctsAt1GNghcB3YE/hRB5JdjRFbgnhLhciq1xwK1HdfWTJKnWE/fPAyMkSZouSZJLMaPbHUAEYAkMBL6SJKlbMfX8CgzJfyFJUgugIfDXo+n7fx6lsXiU7idJkloWyP/OozZXA04jI/MKITtsGZnKY5UQIlIIEY9qulnx6Po44GchxIVHI90tQBbQFkAIsetRvjwhxE4gBGhdoNxIIcT3QohcIUQGKqcfVYodNYHoghcerUEnSpKUKUlSQ6ESHegChAHfAFGSJHlLktT0kU3bgSlAT+Ak8FCSpJmPyqoPdARmCCEyhRA+wHpUU+hPsgdQSJLU8NHroageNrKAPkCYEGLTo7ZdBf5A9QCQz75HI/88IURmKW2WkXnpkB22jEzlUdBJpgNGj/7fEPjkkcNMlCQpEaiPanSKJEkjCkyXJwJ2qJxuPveeqCcOqEPJFLkvhKj3qExdQHp0LUIIMVkI0fiRjWnA1gJ5fhFCdEe1Nj4RWCBJUs9HdscLIVIKVHEX1Tp5IR6l+QvI3+z2NvBLgX5p80S/DAVql9J2GZlXBtlhy8hUPe4Bi4QQpgX+DIQQOx6NPNcBk4EaQghTwJ9HTvURT0rweQH9JUkq6ft+DKgnSZJLWQ0UQtwDfkT1sPDkvRwhxC7A99H9SKC6JEnVCiRrANwvofgdwBBJktqh2ih3/NH1e8DJJ/rFSAgxqWD1ZW2DjMzLhuywZWTKB21JkvTy/wCtZ8i7DpgoSVKbR8etDCVJ6v3I4RmickoxAJIkjaYYp/kEKwBjYEv+VLMkSXUlSVohSZKDECII1Tr5b5Ik9ZAkSf/RGnT7/AIkSTKTVMfAmkiSpPFoE9oYVGvX+ZvdekuSVO3R/deAlsCFR879LPD1o/5wAN7l8cj5SQ6hGk0vAHYWWHs/CNhIkjRckiTtR3+ukiQ1L3PPysi8xMgOW0amfDgEZBT4m1fWjI82f40DfgASUG32GvXoXgCqNeRzwAPAHjjzlPLiUTnfHOCCJEkpqI5cJT0qG+B9VEe7VgDxqDaIfQm8BYQD2YAVqtF6MqpRfVa+XY+uffYobSKwFJhUYBf5kEf5I1GtU38hhPinBHuzgD9RbZb7tcD1FMAD1TR5JKolhSWopu1lZF55JNVeEhkZGRkZGZmqjDzClpGRkZGReQmQHbaMjIyMjMxLgOywZWRkZGRkXgJkhy0jIyMjI/MSIDtsGRkZGRmZl4BnORta4dSsWVNYWVlVthkyMjIyMjIVwpUrV2KFEObF3avSDtvKyorLl0vTI5CRkZGRkXl1kCTpbkn35ClxGRkZGRmZlwDZYcvIyMjIyLwEyA5bRkZGRkbmJaBKr2EXR05ODhEREWRmylK3MjL/Fj09PerVq4e2tnZlmyIjI/MUXjqHHRERQbVq1bCyskKSpKdnkJGRKRYhBHFxcURERGBtbV3Z5sjIyDyFl25KPDMzkxo1asjOWkbmXyJJEjVq1JBnq2RkXhJeOocNyM5aRuYFIX+XZGReHl5Kh13ZZGRk4O7ujlKprGxTqhzz5s1j+fLlAIwaNYrdu3cXut+5c+dCZ+vDwsKws7MD4MSJE5iYmODk5ETz5s2ZP39+xRleCkZGRgBERkYycOBAAHx8fDh06JA6zf79+1m8eHG529K9e3cSEhLKvR4ZGZmqh+ywn4ONGzcyYMAANDU1K9uUF0Jubm5lm6CmU6dOXLt2jcuXL7N9+3auXLlS6H5l2mppaal+AHnSYXt6ejJz5sxyq1sIQV5eHsOHD+enn34qt3pkZGSqLrLDfg5++eUX3njjDUA1KuzcuTMDBw7E1taWoUOHIoQA4OjRozg5OWFvb8+YMWPIysoqUlZYWBi2traMHDkSBwcHBg4cSHp6OkePHqV///7qdP/88w8DBgxAqVQyatQo7OzssLe359tvvwVUI9cPP/yQ9u3bY2dnx8WLFwG4ePEi7du3x8nJifbt2xMUFATA5s2bGTRoEH379sXDw4OoqCjc3NxQKBTY2dlx6tQpAI4cOUK7du1wdnZm0KBBpKamll/HFsDQ0JBWrVoRGhrKvHnzGD9+PB4eHowYMYKYmBjefPNNXF1dcXV15cyZMwCkpqYyevRo7O3tcXBw4I8//gBgx44d2NvbY2dnx4wZM9R1GBkZMXv2bBwdHWnbti0PHjwA4M6dO7Rr1w5XV1fmzJmjTp8/G5Cdnc3cuXPZuXMnCoWCnTt3snnzZiZPngzA3bt36datGw4ODnTr1o3w8HBANeMwdepU2rdvT6NGjQrNPixbtgxXV1ccHBz44osv1PU1b96c9957D2dnZ+7du4enpyc7duwox56XkZGpqrx0u8QLMv/ADQIik19omS0sjfmib8sS72dnZ3P79m0Kxji/du0aN27cwNLSkg4dOnDmzBlcXFwYNWoUR48excbGhhEjRrB69Wo+/PDDImUGBQWxYcMGOnTowJgxY/jpp5/45JNPeP/994mJicHc3JxNmzYxevRofHx8uH//Pv7+/gAkJiaqy0lLS+Ps2bN4e3szZswY/P39sbW1xdvbGy0tLby8vPjss8/UjuzcuXP4+vpSvXp1vvnmG3r27Mns2bNRKpWkp6cTGxvLwoUL8fLywtDQkCVLlrBixQrmzp37Qvq6NOLi4jh//jxz5swhICCAK1eucPr0afT19XnnnXf46KOP6NixI+Hh4fTs2ZObN2/y5ZdfYmJigp+fHwAJCQlERkYyY8YMrly5gpmZGR4eHuzdu5d+/fqRlpZG27ZtWbRoEZ9++inr1q3j888/54MPPmDSpEmMGDGCH3/8sYhtOjo6LFiwgMuXL/PDDz8AqgegfCZPnsyIESMYOXIkGzduZOrUqezduxeAqKgoTp8+TWBgIJ6engwcOJAjR44QEhLCxYsXEULg6emJt7c3DRo0ICgoiE2bNhUaVWdlZREXF0eNGjXK7w2QkZGpcsgj7GckNjYWU1PTQtdat25NvXr10NDQQKFQEBYWRlBQENbW1tjY2AAwcuRIvL29iy2zfv36dOjQAYBhw4Zx+vRpJEli+PDhbN++ncTERM6dO8drr71Go0aNuH37NlOmTOHw4cMYGxuryxkyZAgAbm5uJCcnk5iYSFJSEoMGDcLOzo6PPvqIGzduqNP36NGD6tWrA+Dq6sqmTZuYN28efn5+VKtWjfPnzxMQEECHDh1QKBRs2bKFu3dLDHNbJorb5FTw2qlTp3BycsLDw4OZM2fSsqXq4cnT0xN9fX0AvLy8mDx5MgqFAk9PT5KTk0lJScHLy4v3339fXZaZmRmXLl2ic+fOmJubo6WlxdChQ9Xvg46ODn369AGgVatWhIWFAXDmzBl1Xw4fPvyZ23ju3Dneeecddf7Tp0+r7/Xr1w8NDQ1atGihHtEfOXKEI0eO4OTkhLOzM4GBgYSEhADQsGFD2rZtW6h8CwsLIiMjn9kuGRmZF0tcahapWRW3TPdSj7BLGwmXF/r6+kWOwejq6qr/r6mpSW5urnpa/Enu3btH3759AZg4cSK9evUq4sTyX48ePZq+ffuip6fHoEGD0NLSwszMjOvXr/O///2PH3/8kd9//52NGzcWylewnDlz5tClSxf27NlDWFgYnTt3Vt83NDRU/9/NzQ1vb2/++usvhg8fzvTp0zEzM6NHjx4vdAq2Ro0ahTZNxcfHU7NmTfXrTp06cfDgwSL5Ctqal5fHuXPn1A48HyFEkT4o6X0A0NbWVqfPf9/yeZG7pwuWVfCzkm+bEIJZs2YxYcKEQvnCwsIKtTufzMzMIm2XkZGpeNyWHmdI6wZ83qdFhdQnj7CfETMzM5RK5VPPrtra2hIWFsatW7cA2LZtG+7u7tSvXx8fHx98fHyYOHEiAOHh4Zw7dw5Qrbd27NgRUG1ysrS0ZOHChYwaNQpQjfDz8vJ48803+fLLL7l69aq6zp07dwJw+vRpTExMMDExISkpibp16wKFp22f5O7du1hYWDBu3Djeffddrl69Stu2bTlz5oy6Denp6QQHBwMwa9Ys9uzZ8yxdB6jW2rdv3652Vlu2bKFLly7PVIaHh4d6KhpUG8CKu56QkECbNm04efIksbGxKJVKduzYgbu7e6nld+jQgd9++w1Q7VcojmrVqpGSklLsvfbt2xfKn/9+lkTPnj3ZuHGjen/A/fv3efjwYbFphRBER0cjy87KyPz3kB32c+Dh4VFomrM49PT02LRpE4MGDcLe3h4NDQ21g36S5s2bs2XLFhwcHIiPj2fSpEnqe0OHDqV+/fq0aKF6grt//z6dO3dGoVAwatQovv76a3VaMzMz2rdvz8SJE9mwYQMAn376KbNmzaJDhw6lHkM7ceIECoUCJycn/vjjDz744APMzc3ZvHkzQ4YMwcHBgbZt2xIYGAiAn58ftWvXfmpfTZgwgXr16lGvXj3atWvH+PHjqVatGo6Ojjg6OpKamsq0adOeWk5BVq1axeXLl3FwcKBFixasWbMGgM8//5yEhATs7OxwdHTk+PHj1KlTh6+//pouXbrg6OiIs7OzesNgSaxcuZIff/wRV1dXkpKSik3TpUsXAgIC1JvOnrRv06ZNODg4sG3bNlauXFlqfR4eHrzzzju0a9cOe3t7Bg4cWOLDwJUrV2jbti1aWi/15JiMjMzzIISosn+tWrUSTxIQEFDkWkVz9epVMWzYsBdS1p07d0TLli1LvP/++++L9evXP7Ucd3d3cenSpRdiU1nw8PCosLpkHjN16lTh5eX1QsusCt8pGZmXkRZz/hZfHrjxQssELosSfKL8mP4cODk50aVLF5RKZbmexW7VqhWGhoZ888035VbH8/K///2vsk34T2JnZ0e3bt0q2wwZmf88f18OZr2YT0b6MKBi1rBlh/2cjBkz5oWUY2VlpT6i9SRPBg0pjRMnTrwQe2SqNuPGjatsE2Rk/vME3E9COjCZdpoBKKvdr7B65TVsGRkZGRmZMpKQls2xzXPpJV0AQFOj4uLxyw5bRkZGRkamDCjzBD9s2crE7K0kNuwJ2kWPXZYnssOWkZGRkZEpAz8eOMOEB1+Sblgf0yHroILV7irMYUuS1E+SpHWSJO2TJMmjouqVkZGRkZH5txy8dpc2Vz7BVCMD45E7QM+EWA2JbFFxqo3/ymFLkrRRkqSHkiT5P3G9lyRJQZIk3ZIkaSaAEGKvEGIcMAp469/UW9nI8polU1Be80VQUH7zScaOHUtAQACg2rxnb2+Po6MjHh4eREdHvzAbnpeC8qIFbf3qq68KpWvfvn252/LDDz+wadOmcq9HRuZV5GZUMg/2zKaNRiAanqugVktCE0N5vZYpG9JuVZgd/3aEvRnoVfCCJEmawI/Aa6j2ug+RJKngnvfPH91/aZHlNasG69evVweUATh+/DjXr1/HxcWliFMUj+QpK4uCtj5p29mzZ8u17tzcXMaMGcOqVavKtR4ZmVeRxPRstm/6nnc1DpDuOBotp7fJyM1g2slpZGhIpOblVJgt/8phCyG8gfgnLrcGbgkhbgshsoHfgDckFUuAv4UQV58s62VCltcsG+vWrcPV1RVHR0fefPNN0tPTAXjw4AH9+/dXRzvLd1grVqzAzs4OOzs7vvvuO3U5ubm5Rfonv82XL18uUq+bmxu3bt0qVp6yOBlLgK1bt+Lg4ICjo6Na8ONZZTKFEEyePJkWLVrQu3fvQuFF822dOXMmGRkZKBQKhg4dCqhkPvPzT58+Xf3e5kdQK+0zduXKFdzd3WnVqhU9e/YkKipKXd9nn32Gu7s7K1euxMDAACsrK/XnQkZG5uko8wSLth5gVtb3pNV0xKDvEgC+vvA1oYmhSKVoFZQLJUVUKesfYAX4F3g9EFhf4PVw4AdgKnAFWANMLKW88cBl4HKDBg2KRIEpFJXp0AwhNr7+Yv8OzSg1Ck1WVpaoVauW+vXx48eFsbGxuHfvnlAqlaJt27bi1KlTIiMjQ9SrV08EBQUJIYQYPny4+Pbbb4uUd+fOHQGI06dPCyGEGD16tFi2bJnIy8sTzZo1Ew8fPhRCCDFkyBCxf/9+cfnyZdG9e3d1/oSEBCGEKtLZ2LFjhRBCnDx5Uh09LSkpSeTk5AghhPjnn3/EgAEDhBBCbNq0SdStW1fExcUJIYRYvny5WLhwoRBCiNzcXJGcnCxiYmJEp06dRGpqqhBCiMWLF4v58+eX2j9ffPGFWLZsmRBCiNjYWPX12bNni1WrVgkhhBg8eLC6L3Jzc0ViYqK4fPmysLOzE6mpqSIlJUW0aNFCXL16tcT+yW9zfnS3hg0bipiYGCGEKjrcp59+Ku7cuSMkSRLnzp0TQgjxv//9T4wbN07k5eUJpVIpevfuLU6ePCn8/f2FjY2NOn9+n/Tp00ds3rxZCCHEhg0bxBtvvCGEEGLkyJFi4MCBQqlUihs3bojGjRsLIYT4448/RPfu3UVubq64f/++MDExEbt27Spiq6GhYaE+y3+9e/dudf7o6GhRv359ERkZWeJnLDs7W7Rr1079Gfntt9/E6NGj1fVNmjSpUD0LFy4Uy5cvL/KeyZHOZGSKZ/mBq+LmnJYic2EDIRLvCSGE2H9rv7DbbCdWXlkpWm9sKZb+7vlC66SUSGflsemsuG1zQgixSgjRSggxUQixpqTMQoi1QggXIYSLubl5OZj375DlNcsur+nv70+nTp2wt7fnl19+Udd97Ngxdbx0TU1NTExMOH36NP3798fQ0BAjIyMGDBigHuUX1z/F0aVLFxQKBcnJycyaNQsoLE9ZkozlsWPHGDhwoFo1LL9PnlUm09vbmyFDhqCpqYmlpSVdu3Ytc1+BSrQlP3+tWrVwd3fn0qVLQMmfMX9/f3r06IFCoWDhwoVERESoy3vrrcJbRWRZThmZsnPw+n0aX/gMG40IdN/eBCb1uJ10my/Pf4mzhTPvKd7jg+R0Ous9XVPhRVEekc4igPoFXtcDyudX4rXF5VJsacjymmVn1KhR7N27F0dHRzZv3lxqNLaS+qukdhXH8ePHC0l1JiYmFmqjKEHGctWqVWWS03yaTGZptpWF0vqgpM9Yy5Yt1UpvT/KkNKcsyykjUzZuRiVz9Y/lzNU8S677bDQadyUzN5NpJ6ehp6nHUrelaGlo8U6djmBZ/ptG8ymPEfYloKkkSdaSJOkAbwP7y6GeSkGW1yy7vGZKSgp16tQhJyenkExlt27dWL16NQBKpZLk5GTc3NzYu3cv6enppKWlsWfPHjp16lRq/zwrJclYduvWjd9//524uDhApdENzy6T6ebmxm+//YZSqSQqKorjx48Xm05bW5ucnKIbVdzc3Ni5cydKpZKYmBi8vb1p3bp1ifU1a9aMmJgYdd/k5OQUmkF5kuDg4BJ33MvIyKhITM/mu82/MktjK1nW3dFyV6kJLrm0hJCEEL7q9BW1DGupEg/eCq1GVpht//ZY1w7gHNBMkqQISZLeFULkApOB/wE3gd+FECX/ihRfbl9JktaWJG1Y2cjymiXLa+bm5qpHg19++SVt2rShR48e2NraqtOsXLmS48ePY29vT6tWrbhx4wbOzs6MGjWK1q1b06ZNG8aOHYuTk9NT++dZKEnGsmXLlsyePRt3d3ccHR35+OOPgWeXyezfvz9NmzbF3t6eSZMmlai7PX78eBwcHNSbzgrmz9/41rVrV5YuXVqqhKmOjg67d+9mxowZODo6olAoSt1xfubMGbp3715qG2Rk/sso8wSfbT/OvMwl5BnVRnfwetDQ4NDtQ+wO3s0YuzF0rPt8A4YXQkmL21XhT5bXfPnkNfv16yf++uuvCrNDpmyU9pmtCt8pGZmqwOK//IX35+1F7vyaQty/JoQQ4k7iHdF6e2sx7K9hIluZXe42UMGbzl55CsprlietWrXC19eXYcOGlWs9z0Nx8pr5MwkeHnIgu6pGbGwsX375ZWWbISNTZTnoG4n+2aV00vRHs883YKkgS5nFtJPT0NbUZpn7MrQ1tCvVRlle8zmR5TWL4ufnV9kmyJRAjx49KtsEGZkqS2B0Mn/t2sRqrb0oHYei6TwCgGWXlhGUEMQPXX+gtmHR5akfwx9ib6SPW/VqFWKnPMKWkZGRkfnPkpiezReb/2KJ5o/kWNirRtfA4bDD7AzayaiWo3CvX/x+lBVh0RyNT64wW6ukw67qm85kZGRkZF5+lHmCj385z9yMxRjoaKL99jbQ1ude8j3mnZ2Hg7kDU52nFpt3/8NE0pV5GGlWnButkg5bCHFACDHexMSksk2RkZGRkXlFWX4kCI+739BSCkPrzXVQ3ZpsZTafnPwETUmTZW7Fr1tvjIhhwo0wXE0MGVev4gJ8VUmHLSMjIyMjU5785RtF3Kn1vK11AtymQzOVjtU3l7/hZvxNvuzwJZZGloXyCCFYcjuKz0Lu41HTmDUWtdGvQO0k2WE/B7K85qtPQVnPy5cvM3WqalrsxIkThc46r1mzhq1bt5arLQVlOt9++21CQkLKtT4ZmVedwOhkNu7aw0LtzeRZu0NnVShjr7te/Br4K8OaD6Nrg8KhhXPzBNODIvj27gPeqVOdxcY12ff1ZXz+Ca8wu+Vd4s/BqyivqaVVtT8KlWmji4sLLi4ugMphGxkZqTWsSwqGU15MmjSJpUuXsm7dugqtV0bmVSExPZtPtpxgnea3aBqZozFwI2hoEpESwdwzc7GrYcfHrT4ulCdDmcekgDAOxybzYcNafFLXnF1fXyZPKcjJrriBW5UcYVf1TWeyvGbJFBwNwmPpyNL6ycrKihkzZtC6dWtat26tDoU6atQoPv74Y7p06cKMGTMIDQ2lV69etGrVik6dOqmjrj2LXGe+5Oa4ceNo2bIlHh4eZGRkAKpjdI6OjrRr144ff3ws2X7ixAn69OlDWFgYa9as4dtvv0WhUHDq1CnmzZvH8uXLAfDx8aFt27Y4ODjQv39/EhIS1O9NfvtsbGzUfatUKpk+fbpa7vPnn38GSpfp7NSpE15eXi+thrmMTGWizBN8sOMq09O+obZGAppvbwPDmuQoc5h+cjqA6ry15uN168ScXN6+Hsr/YpNZ1LQuMxvV4dze2yREp6Oln4Agu8Lsr5LDKiHEAeCAi4vLuNLSLbm4hMD4wBdat211W2a0nlHi/ezsbG7fvo2VlZX62rVr17hx4waWlpZ06NCBM2fO4OLiwqhRozh69Cg2NjaMGDGC1atX8+GHHxYpMygoiA0bNtChQwfGjBnDTz/9xCeffML7779PTEwM5ubmbNq0idGjR+Pj48P9+/fVZ7cTExPV5aSlpXH27Fm8vb0ZM2YM/v7+2Nra4u3tjZaWFl5eXnz22Wf88ccfgEqNytfXl+rVq/PNN9/Qs2dPZs+ejVKpJD09ndjYWBYuXIiXlxeGhoYsWbKEFStWMHfu3Ofq2+L6KT8+t7GxMRcvXmTr1q18+OGHHDx4EFDFv/by8kJTU5Nu3bqxZs0amjZtyoULF3jvvfc4duwYU6dOxd3dnT179qBUKklNTeXKlSts2rSJCxcuIISgTZs2uLu7Y2ZmRkhICDt27GDdunUMHjyYP/74g2HDhjF69Gi+//573N3dmT59ehH7raysmDhxIkZGRkybpoovfPToUfX9ESNGqPPPnTuX+fPnqx8UcnNzuXjxIocOHWL+/Pl4eXmxYcMGTExMuHTpEllZWXTo0AEPDw+uXbtGUFAQfn5+PHjwgBYtWqjP/WtoaNCkSROuX79Oq1atnut9kJH5r7L8SBD2t9fTWdsHei2HeqqZs2+vfot/nD/fdv6WetXqqdNHZWUz5PptQtOzWNOyIW9YmBF+Iw6/4xHYeSSRa/opOakDgSUVYn+VHGFXZWR5zbLLaz5Jcf30pO1DhgwppD41aNAgNDU1SU1N5ezZswwaNAiFQsGECROIiooCnl2u09raGoVCAaiiyYWFhZGUlERiYqI6/vfw4cOfqW1P5n/y/R4wYECh+kA1e7F161YUCgVt2rQhLi6OkJCQp8p0yjKZMjLPzl++Ufh57+Vj7d1gPxhcxwJwPPw42wK2McR2CN0bPo61H5KWSZ8rIURkZvOrQyPesDAjIzWbo1tuYt44kTzTLwBIjb1YYW2okiPsslLaSLi8kOU1S0dLS4u8vDxANbWbnf14uqi4fnqyzU/+P9/GvLw8TE1N8fHxKZMdJfV/cXZkZGQghPhX0phPI7/Ogu0WQvD999/Ts2fPQmkPHTpUqi2yTKaMzLMRGJ3MN7uOslf3R6jZDPp+B5JEZGokn5/5nObVmzPNZZo6/dWkNIb53UYDiT+dmuBQzQAhBCd+CSJHGUOt1t+QmZKFhq5EdnzFhSuVR9jPiCyvWbq8ppWVlTqk6r59+4qVkSyOfNt37txJu3btitw3NjbG2tqaXbt2ASpnd/36deDZ5TqLw9TUVD0yBwrJgRakWrVqpKSkFLluYmKCmZmZehSf/36XRs+ePVm9erW6j4KDg0lLS3uqTGdwcDAtW7YstWwZGRkVSek5TN56nlVa32GknYfGW7+AjiE5eTlM956OUihZ7r4cHU0dAI7GJfOmTyjVNDU52KopDtUMAAg8F02YXzg2r68mJyuG0EP18F1vi86dxhXWFtlhPweyvGbJ8prjxo3j5MmTtG7dmgsXLhQaxZdGVlYWbdq0YeXKleqNdE/yyy+/sGHDBhwdHWnZsiX79u0Dnl2usyQ2bdrE+++/T7t27Uocwfbt25c9e/aoN50VZMuWLUyfPh0HBwd8fHyeutY/duxYWrRogbOzM3Z2dkyYMIHc3NxSZTofPHiAvr4+derUKbVsGRkZ1SazKb9dY1TKWuxECBr9VkPNJgB8f/V7fGN8mdd+Hg2MGwDwe3Q8I/1u08RAl4OtmmKlr5oZS4rJ4NTvATTqsQ4ld7j9P0saplrgZlYHh4rcS1KSjFdl/gF9gbVNmjQpIj1WFaQAZXnNkuU1n4eGDRuKmJiYF1beq8yKFSvK9Hl4FqrCd0pGpjxY8vdN8cGsmUJ8YSzE/2arr5+8d1LYbbYTC84uUF/78e4DUevYNfHm1RCRnJOrvq7MVYo/ll4Ue7a8I7yONhKbP+sg1vfrJTIfPiwXm3nZ5DVFFQ9NKstrFi+vKVP+mJqaMnLkyMo2Q0amynPIL4qjJ4+zVHcDNOwA3eYBEJ0WzezTs2lm1oxPW39KnhDMu3WfBaGReFqY8otjI6ppPY6xcfV/4eQabqJavfMkX7EkIdiYXhOmomtecSFJ83mpN51VJrK85ouj4G5xmdIZPXp0ZZsgI1PlCYpOYd6uc+w1WIW2vikM3ASaWuTm5TLDewbZymyWuy9HQ9Jh6s1wdj9IYEzdmixsWheNAhs+H95NJiRwHRaK/6ER3YzblyXa2thTt9drldIu2WHLyMjIyLwyJKXnMH7rJZZorqFO3gOkQQehWi0AfvT5kasPr7K402LMDeszwu82x+NTmGVdh6kNLQqdzsjJUuK9fxPmjjsxEArO7cvAUkOHdvMXVlbTZIctIyMjI/NqoMwTTP3tGq+l7KaL5gXwWAQNVWGEz9w/w3q/9bzZ9E3a1uvJQJ9Qrqek802z+gy1rFGkrDP792Bi+xN6Wi3wX52BTi70XrocjUoM4yw7bBkZGRmZV4JvjgSRGeLNp3q/QfM3oN37ADxMf8hnpz+jiWkThjp8jOfVEO5nZbPJ3pqeNYvulQq+dpHsavPRog7xfxiTLBLpPWAwxo0r7ghXccgOW0ZGRkbmpeeQXxS7T1zmqNGPaJg0As8fQJLU69YZuRm813opg67fIyMvj52OjWljalSknMS4e9yJfB9JUwfT8F5ce3Ca5hb1sB06ohJaVZgquUu8qvNv5TW/++470tPTX6hNVlZWxMbGAo8FN/IpKBWZT0HRilGjRqnDdTo7OxcKDVpZbN68mcmTJwOFJSw3b95cKCzn2LFjCQgIKFdb/Pz81IFrZGRkqh5B0SnM3HWFzdV+wkjKhLe2gZ4qbPOa62u4/OAygxVf8v6tDCQJ9jo1KdZZ5+Qkc+niSCStdBroz+bM396YCA16LP6moptULFXSYVd1ta5/K69ZHg7737Js2TJ8fHxYvHgxEyZMKHK/MrW/J06cyIgRqqfbJx32+vXr1UFlyoPc3Fzs7e2JiIggPLzidG9lZGTKRlJ6DuO3XWaG1m+0yLmB5Pk9WDQH4FzkOdb6rsXRehLfx9bGQkebA85NaW5UNDBSXl4W50+/i6QVgQnzufzTFnIlid7TZ6NdxgBQ5U2VdNhV/Rz2k/Kabm5u9O/fnxYtWjBx4kR1LO3ipClXrVpFZGQkXbp0UZ/lLk4u89atW3Tv3h1HR0ecnZ0JDQ2tkLa5ubmpQ5FaWVmxYMECOnbsyK5du0qU2rx06RLt27fH0dGR1q1bk5KSQmZmJqNHj8be3h4nJyd1eM3NmzczYMAAevXqRdOmTfn000/VdW/atAkbGxvc3d05c+aM+nr+bMDu3bu5fPkyQ4cORaFQkJGRQefOnbl8+TKgCutqb2+PnZ0dM2Y8jjNvZGTE7NmzcXR0pG3btjx48ACAmJgY3nzzTVxdXXF1dVXXOW/ePMaPH4+Hh4f6QaFv37789ttv5dXtMjIyz0H+JjOHpOMMzTsArSeA/UAAYjNimXVqFoY1B3FM2Z6WRvrsc2pKPT2dIuUIkYfPtU/IFlfJjHifzH9O8wAlbdu7U8e1TUU3q0Re6jXs6K++Iuvmi5XX1G1uS+3PPivxfnHymhcvXiQgIICGDRvSq1cv/vzzTzp37lyiNOWKFSs4fvw4NWvW5MqVK8XKZQ4dOpSZM2fSv39/MjMz1Q8B5c2BAwewt7dXv9bT0+P06dPExsYyYMCAIu2ZOXMmb731Fjt37sTV1ZXk5GT09fVZuXIloJpODgwMxMPDQx2H3MfHh2vXrqGrq0uzZs2YMmUKWlpafPHFF1y5cgUTExO6dOlSJJTowIED+eGHH1i+fDkuLi6F7kVGRjJjxgyuXLmCmZkZHh4e7N27l379+pGWlkbbtm1ZtGgRn376KevWrePzzz/ngw8+4KOPPqJjx46Eh4fTs2dPbt68CajOwJ8+fVodotTFxYXFixcXesCQkZGpXFb8E0REiA+HDdZBHVfwUB25UuYpmeE9k0i9ziQb9KVr9Wqss7PCsIRZ0ZCQxSQk/U18wGAcatTl0N3/YVnNjLYfFpXZrUxeaoddGZQkr9moUSNAJQ95+vRp9PT01NKUoHL0xYlaFJTL7N27Nx4eHqSkpHD//n369+8PqJzmv6Ek5aeC16dPn87ChQsxNzdXxyEHeOuttwAKSW0WbE9QUBB16tTB1dUVQC33efr0aaZMmQKohFAaNmyodtjdunUjf/akRYsW3L17l9jYWDp37oz5o+hBb731ljp9Wbh06VKh/EOHDsXb25t+/fqho6NDnz59AFX0uH/++QcALy+vQuvfycnJamEPT0/PQvHEZUlLGZmqxd9+UWw6foPjJj+ipakPg7aAlmr0vMZ3LUezbMk07s6g2masaNYAbY3ifwfDwzdyL2ID8cHdaN50GCfXfIKWthZ9vv6mXBX8noeX2mGXNhIuL4qT1yxO1lIIUSZpyuLkMr/77rsXanONGjVISEgodC0+Ph5ra2v162XLljFw4MAiefPFO0pqj6+vb7EfavEM8pb5cpP/5stRWn3a2trqsgvWl5eXx7lz54oV+nhStESWtJSRqToERafwyS4f1phswSI7HGn4HjBRqRKeibzE0vuaZFXrzvv1zfm8sWWJvy0PHhwk5NYiUiJaYaL9PqFbviBFR4s+I8ZTrVZRcaPKpkquYVdlipPXvHjxInfu3CEvL4+dO3fSsWPHUqUpC0o0FieXaWxsTL169di7dy+gUrLK36Rma2v7zDYbGRlRp04djh49Cqic9eHDh9UynmWhpPbY2toSGRnJpUuXAEhJSSE3Nxc3Nze1RGVwcDDh4eE0a9asxPLbtGnDiRMniIuLIycnRy2j+SQlyVu2adOGkydPEhsbi1KpZMeOHU+Vt/Tw8OCHH35Qvy5Nazs4OLjITnsZGZmKJ3+T2Witf3DLOonU9XNo1BmAsJQYhvvdJcugNZ9ZmzOnSd0SnXVCwnluBEwjK7EZScGTqH5/P7eUmTRv0pxmvT0rsEVlR3bYz8GT8prt2rVj5syZ2NnZYW1tTf/+/UuVphw/fjyvvfYaXbp0KVEuc9u2baxatQoHBwfat29PdHQ0sbGxpY4k80lPT6devXrqvxUrVrB161YWLlyIQqGga9eufPHFFzR+hiAAJbVHR0eHnTt3MmXKFBwdHenRoweZmZm89957KJVK7O3teeutt9i8eXOhkfWT1KlTh3nz5tGuXTu6d++Os7NzselGjRrFxIkT1ZvOCub/+uuv6dKli3qjXv7GwJJYtWoVly9fxsHBgRYtWrBmzZoS0x4/fpzevXs/pZdkZGTKE2We4IOd17BIus4nYgvYvAYdPgIgOjOLnpd8SNe24vMG2ky1qltiOampQfj6TURk1+HuiUm0dsjjvM8ZjLV06D73y4pqzjMjlcUBVBYuLi4ifwdwPjdv3qR58+aVZJGKa9eusWLFCrZt28aJEydYvnw5Bw8eLPd6Dx48yO3bt5k6dWq51yXzmKysLNzd3Tl9+jRalRiWsLyoCt8pGZmysOx/gfx2/CreJl9gaGAA40+Avhm307PofekaCbnwnnkccx1KfrjOzIzk8pVB5OYoCdo3jRYuzQj/fToPdTV5e95S6rRoWXENKgZJkq4IIVyKu1clf30kSeoL9G3SpEllm1IsFSWv+ST5G6dkKpbw8HAWL178SjprGZmXhb/9olhzPJj/1ViHQVYyDP4D9M24npLO4GtBJOdk87rWOebYl3ySIycnCZ/rY8jNTeXeyRmY1GhAjtcyovW0aN+jd6U766dRJafEq/o5bFDJa2pqatK5c+cKGV3LVB5Nmzalc+fOlW2GjMx/luAHKXyy6zpLzA7QJO0qUu8VUMeBk/Ep9L8aQnp2Ai1S17Oq/fslrlkrlVn4+k0kPT2MjNvTSYuxpLneFa6nxmJZsxZtxxQNGFXVqJIOW0ZGRkZGBvLlMi/zmvY1Bmb8Ds4jwWkoex8kMMz3NlrKWKo/WMgPnWZhpFM03CioAqMEBHxCYuJFjKXPuH3BEufWulz03oOWphZ9FixB0qj67rDqWygjIyMj858kf5OZRkIYSzR+hDoKeG0p6yNimBhwl7payWhHfMasVuNpXqP4fRhCCIJDFvIw5m/q1ZrGlT8bUM/GmKjdC0jW18FjwhSq1ahZsQ17TmSHLSMjIyNTJfn2n2DOB0Wwu8ZqtDQ1EYO2sCg8ns9D7tO+GmTc/pieDTrwVrO3Siwj/N56IiK2UK/uaHz3u6CppUGtkK3c0tOguWMrmnXpUYEt+nfIDltGRkZGpspx2D+KH46HsL32TsxSgskdsJ6PHmjwffhDBlsYkRz2KZaGNZnffn6J69bR0fu5dWsxFhavkxD0Ng/vpqCoH82V6GCMDYzo8fGsCm7Vv0N22M9BVZfXfBEUlN8sSGRkpDoi2okTJzAxMcHJyYnmzZszf/78F1b/vyFfXrSgrT4+Phw6dEidZv/+/SxevLjcbenevXuRKHMyMjKlE/wghY9/v870mhdwSTxMhvtMRmc25rfoeD5pWIu86JXEZcSw3H051XSqFVtGfPwZAm5+iqlpG2roz+Xq3+E0aaFP8JE1ZOlo0eez+Wj/y7DPFY3ssJ+DV1Fes6xYWlqye/du9etOnTpx7do1Ll++zPbt27ly5Uqh9PlhQCuDgrY+6bA9PT2ZOXNmudUthCAvL4/hw4fz008/lVs9MjKvGkkZqk1mrbTDeC9jDQlNXmew8QC84pJZbFMPi4wjnIw4wTSXabSsWfwxrJSUm/j6vYeBgTXNbX7g6KYQjMx00Ty2mChjA9r1fZM6Ns8eNbKykR32c1DV5TX79etHq1ataNmyJWvXrlVfP3z4MM7Ozjg6OtKtWzdAFaa0X79+6uhlvr6+6vTXr1+na9euNG3alHXr1gEQFhZWbIhOQ0NDWrVqRWhoaBF5ypJkLFNTU9USnA4ODvzxxx/As8tk3rlzh3bt2uHq6sqcOXPU6fNtzc7OZu7cuezcuROFQsHOnTvZvHkzkydPBuDu3bt069YNBwcHunXrpta9HjVqFFOnTqV9+/Y0atSo0IPKsmXLcHV1xcHBgS+++EJdX/PmzXnvvfdwdnbm3r17eHp6PjWevIyMjAplnuDD366RmvCQ9XqriDRrjmfj2fimZLC2pRXOOpF8d+U7ujXoxju27xRbRkbGfXyuj0FLywiF40bO73lASlwmzTKP4a+VQx3L+rR5Z0QFt+zF8FJHgjj1ezCx91JfaJk16xvRabBNifdfBnnNjRs3Ur16dTIyMnB1deXNN98kLy+PcePG4e3tjbW1NfHx8QB88cUXODk5sXfvXo4dO8aIESPUMbV9fX05f/48aWlpODk5lRqaMy4ujvPnzzNnzhwCAgIKyVO+8847xcpYfvnll5iYmODn5wdAQkLCc8tkTpo0iREjRvDjjz8WsU1HR4cFCxZw+fJldezwzZs3q+9PnjyZESNGMHLkSDZu3MjUqVPVcdyjoqI4ffo0gYGBeHp6MnDgQI4cOUJISAgXL15ECIGnpyfe3t40aNCAoKAgNm3aVGhUnZWVRVxcHDVq1Cjzeygj81/k23+CORH0gNP1thCWqc8Qx5Wk5OSxw7ERdgZ5DD4wnVqGtUpct87JScTn+mjy8jJp5byTyEAtbp6JokWjTPy9T6JhbESf2fPR0Hi+2dHK5qV22JXByyCvuWrVKvbs2QPAvXv3CAkJISYmBjc3N7VCV/Xq1QGVDGb+yLZr167ExcWRlJQEwBtvvIG+vj76+vp06dKFixcvolAoCtV16tQpnJyc0NDQYObMmbRs2ZJdu3YVkqcsScbSy8uL3377TX3dzMwMb2/vZ5bJPHPmjLoNw4cPLzQqLwvnzp3jzz//VOcvqHndr18/NDQ0aNGihXpEf+TIEY4cOaLW605NTSUkJIQGDRrQsGFD2rZtW6j8fGlO2WHLyJSMapPZLdY2OEZUZiLDWv2MjoY2ex0b08JQjw+Pf8jD9IdseW0LJrpFg2oplZlc9x1PRsY9nBRbkJQNOb7tIjVr65L8z5ckVjek96QPMK5pUQmtezG81A67tJFweVHV5TVPnDiBl5cX586dw8DAgM6dO5OZmYkQoswymPnpimvXk3Tq1KnYSG8F5SlLkrEszqbnkcksybbnpWBZBQVL8m0TQjBr1iwmTCgcGSksLKyILCfI0pwyMk8jf5PZqFq3IDeQQYqV1NY34DfHxjTU12V7wHaO3TvGNJdpOJg7FMkvhJIbAR+RlHQVO7tVmJq6cvAHX3KyldS5uZ5LZgbYurTFtlOXSmjdi6NKrmFLktRXkqS1+SO9qkRVl9dMSkrCzMwMAwMDAgMDOX/+PKBSFDt58iR37twBUE+JF5TBPHHiBDVr1sTY2BiAffv2kZmZSVxcHCdOnMDV1fW5+qwkGcsnryckJDyXTGaHDh3UI/X8tjxJSbKcAO3bty+U/2myoz179mTjxo2kpqqWY+7fv8/Dhw+LTSuEIDo6utASioyMzGOSMnKYsO0KjbTjsal2ndF2C2lqZMR+56Y01NfFP9afb658Q+d6nRnRoujasxCCoOAFxMQcwabp59SyeB3/k/cJvxFHc4Mg/LOiqWZsQvf3P66E1r1YqqTDruqxxKuivGZubi66urr06tWL3NxcHBwcmDNnjnp61tzcnLVr1zJgwAAcHR156y1VoIF58+apJSZnzpzJli1b1GW2bt2a3r1707ZtW+bMmYOlpeVz9VdJMpaff/45CQkJ2NnZ4ejoyPHjx59LJnPlypX8+OOPuLq6UtJDXpcuXQgICFBvOnvSvk2bNuHg4MC2bdtYuXJlqfV5eHjwzjvv0K5dO+zt7Rk4cGCJDwNXrlyhbdu2snCIjEwx5G8yi45PokuTW3zceCodq+nwp7MN5jraJGcnM+3kNGrq12Rhx4XFzqTdvfsz9+9vp0GDcdSvP4qE6DTO/HELy9oQefVXMnW16fPpHHQNDCqhhS8WWV7zOahq8poxMTEoFAru379f7jbIPBsffPABnp6e6l35VZGq8J2S+W/yzZEgVh27Rd+2Mew2UdBfL52Vbdqio6GBEIJPTn7C8fDjbOq1CYWFokj+qKg/Cbg5nVq1PGnZ4hvylPDH0iskx6TTwO8r/Gpo07b/W3R4e3jFN+45eenkNas6VUlec//+/Xz66afqkblM1cLOzq5KO2sZmcrisH8Uq47fomV7DXZXUzAu7xbz276JxqNR9G9Bv/HP3X/4uNXHxTrruLhT3AychZlZe1o0X4IkaXDpYCgx4Sm0TP+b66aa1G5gTbtBxR//ehmRR9gyMv9x5O+UTEUT8iCFN9acRdvJgAfVqjE74X9M9vwYSUsbgIC4AIYdGkbbOm35odsPaEiFV2+TU/y5evUd9PUb0Mp5B1pa1Yi8lcjeb67S0DiOB/5rSDU1ZsSK1ZjWql0ZTXxuShthV8k1bBkZGRmZV5OkjBzG7LhKupMpsUYGfBf2E1M8RquddWp2KtNOTsNMz4xFHRcVcdYZGfe4fv1dtLVMUDhuQEurGtkZuXhtCsDISCL3wioSjPTpNn7yS+esn4bssGVkZGRkKoS8PMGEP3y41dQADDXYFDCXt7uNASPV2WghBPPPzScyNZJlbssw0zMrlD87O/5RYJQcFIpN6OrWAlRBtFLjM6nrv4ZQC2NsWrejhVvXCm9feSM7bBkZGRmZCmGmVyAnampgqCfYff0DPFz6QIPHgYZ2Be/icNhhJjtNxrmWc6G8SmUGvr7jycy8j6PDWgwNmwAQevUhgeeisc69TrBeIoamZvSY8MELjc1QEoPXnGP9qdvlXk8+ssOWkZGRkSl3vr16l61kYKyp5ODV8bjUt4E2E9X3g+KDWHJxCR0sOzDGbkyhvHl5ufjf+JCkZB9atvgOU1PVEm9aYhbHfwmkukEWyWF7SdfR5vUPZ6D3SLGvvLkRmUR0UubTE74gZIf9HFRFec1XhYKynnPnzsXLywso2mevv/66Ou56eZEv0xkTE0OvXr3KtS4ZmVeZtSFRLEmIx0iZy7EbU7DV1wbP7+HRKDgtJ41pJ6dhomtSZN1aCEFw8DxiY72wsZmLhUVP1fU8wdGtN1Fm5WJ2ZQUR1avR+o1B1G9hXyltrAhkh/0c/JfkNSv66FpBFixYQPfu3YGifXbo0KEiMd3LC3Nzc+rUqaNWGZORkSk7q+88YO69aHRTczgb8SX10u7BW9tBV6VjLYTgy/NfEp4SzhK3JdTQLxxzP+zuT9yP3EHDhhOpX+9xpDO/kxHcC4jHKnI/wRY61GrYiPaDX50jXMUhO+znoCrKaxoVmALavXs3o0aNAkqWiCzNbiMjI+bOnUubNm04d+4c27dvp3Xr1igUCiZMmKB24s8i1zlv3jzGjBlD586dadSoEatWrVLbu2jRIpo1a0b37t0JCgpSXx81ahS7d+8u0mcAVlZWxMbGArBixQrs7Oyws7NTx2HPl7ocN24cLVu2xMPDg4yMDABCQ0Pp1asXrVq1olOnTuoIdCXJdIJKBKSksKcyMjJFEUKw5HYU88Oi0IzN4kTmTizue8Mb34N5M3W6Pbf28Nftv5jkOAnX2oXDH0dG7eb27RXUrt2Pxo2mqa/HRaZy9s9QLIgiKssPoavD6x/OQPPRTvNXlZc6cMrxzWt5ePfFLvhbNGxEl1HjS7z/MshrPklxEpEl2T1w4EDS0tKws7NjwYIF3Lx5kyVLlnDmzBm0tbV57733+OWXX3jttdeeWa4zMDCQ48ePk5KSQrNmzZg0aRK+vr789ttvXLt2jdzcXJydnWnVqlUh+6dOnVqozwpy5coVNm3axIULFxBC0KZNG9zd3TEzMyMkJIQdO3awbt06Bg8ezB9//MGwYcMYP348a9asoWnTply4cIH33nuPY8eOlSrT6eLiwueff/7c74GMzH8JpRDMDI5gW2QcmhFpbDf0w9p3PbSZBHZvqtOFJITw9YWvaVOnDePsxxUqIzbuBIGBn1HdrCPNbb9WbyJT5ubhtSkALXLRvbmW8NrV6DF6ItUt61ZoG0H1UFKRs5AvtcOuDF4Gec0nKU4isiS7Bw4ciKamJm++qfpSHT16lCtXrqiFPzIyMrCwsOD8+fPPLNfZu3dvdHV10dXVxcLCggcPHnDq1Cn69++PwaM4v56ens/UttOnT9O/f3+1StaAAQM4deoUnp6eWFtbq+VAW7VqRVhYGKmpqZw9e5ZBgwapy8jKygJKl+nMl8iUkZEpnUxlHu8F3OVQbBKat1P4QDeezjcXQP020GOBOl16TjrTTk7DUNuQxZ0Wo1lAozo52Rd//ykYGdpib/8jGho66nsXD9wm9l4qjUPWEVC7Go1d2mLf1aNC2wiqvS05OTmPfhcqZt38pXbYpY2Ey4uqKq9Z0IYn7StOIrIku0H1gJC/Pi+EYOTIkUVCn+7fv/+Z5ToL2lFQHvPfHL8oLVLfk/VlZGSQl5eHqampetRfkq1PIktkysg8naScXEb63eF8UhoGIcm0zsxkWvqXSDoGMGgzaD12vIsuLOJO0h3Weqylpv7jmbP09Lv4XB+LtnZ1HB03oKX1eLnvfnACV4+EY5lyjbsmyRiY1MBjwpQKOcJVkLy8PPbt24fAAmVexY2w5TXsZ6SqymvWqlWLmzdvkpeXx549e8rUluLsfpJu3bqxe/dutXxkfHw8d+/efS65zuJwc3Njz549ZGRkkJKSwoEDB4pNV5I8ppubG3v37iU9PZ20tDT27NlDp06dSqzP2NgYa2trdu3aBagc/vXr14HSZTqDg4Oxs7MrsVwZmf860Vk59Lt2iyvJ6VjeTqP6g0w21dyGRnwoDNwIxo/V/vbd2sf+0P1McJxA2zqPz2FnZ8fhc300QihROG5CV9dcfS8rIxevzQEYSunkPDhAqrYmvSZ/goFxxas6XrhwgYiIiAqvt0o67Kqshw1VU15z8eLF9OnTh65du1KnTp0ytaM4u5+kRYsWLFy4EA8PDxwcHOjRowdRUVHPJddZHM7Ozrz11lsoFArefPPNEp1twT57Mv+oUaNo3bo1bdq0YezYsTg5OZVa5y+//MKGDRtwdHSkZcuW7Nu3DyhdpvP48eP07t271HJlZP6r3ErPpM/VYMIzs3GOziE5NIk/nP3QD94P3eaCtZs6bWhiKIsuLMK1tisTHR6fw1Yq07nuO46srGgUjuswNGxUqA7v34JIS8jE4saP3KthRKve/bByKP27Xh7ExcVx9OhRbGxsqNhxvSz+8VxUNXnN56Ei7X4VcHNzY9++fZiZmT098UtGVfhOyby8XE1OY5jvbSQkeqdr8vux26x2y+a1y2OhaU94+xf1eeuM3Aze+esd4jPj2dV3FxYGqpCkeXm5+PpNJC7uJA72P2Fu3qNQHSGXH3Bk/Q3qRxwi3DCIag0aMvSrb9HSrthd4Xl5eWzZsoXo6Gjef/99Wn11Avd6Wqyf/PoLq0OW13zBVCV5TZnyJyYmho8//viVdNYyMv+G43HJvHsjjJraWrxvYMwXB68zytGAXgEfg2kD6L9a7awBFl9cTGhiKGu6r1E7ayEEQUFziIs7TrNmXxZx1qkJmZz4JRDj7CgSJV9ytQ3pPXV6hTtrgMuXL3P37l08PT0xyFbVr0zKrrD6q+SU+MvAmDFj0NTUpHPnzi/lKPVltbsyMDc3p1+/fpVthoxMlWJ3dDzD/W5jra/D9w3qsPQPf5zqGjEnczlSZhIM3gZ6j9eXD94+yJ8hfzLWfizt67ZXX78T9j2RUb9jZfU+9eoWDnwi8gRHt9xEmZmN8Z2NxBjo4D78XWrWb1hh7cwnISGBf/75h8aNG6NwVBC/O/iRjc9/5PZZkR22jIyMjMwzsSb8IZNvhtPaxIitza2YteM6+jqabLM+gubd09DnW6j9eJPmnaQ7LDi3AGcLZ95TvKe+fj9yJ3furKRO7TdpZP1RkXquH7tHRGAC9UK2c7uWAdZOLig8Kn4viRCCAwcOIEkSffv2Je1cFDfCEshFA10TnacX8IKQHbaMjIyMTJnIE4IFtyKZFxpJH3MTtttbM3e3H+Hx6fzaMRajyz+AyxhQDFHnyczNZNrJaehq6rLEbQlaGqqV2NjYYwQFzaFGdTdsbRcVOZoVdz+V83tCqZHgR1T1ePSqGdNzYsWocD3JtWvXuH37Nj169MAwR4cbh0P5RDMDAymHzg0rbmVZdtgyMjIyMk8lJ0/wQWA4P917yKi6Nfm5pRVrjodyNPAhS7sYYnPuU7B0gl6LC+VbemkpwQnBfNXxK2ob1gYgKckHP/8pGBk1x87uBzQ0Cq9HK3PyOLLBH82cdLSS/iJZEvR870MMTSt+H0lycjL/+9//sLKyopVzK4J+C+TD3DTQ0aS3wW2q61XcA4TssGVkZGRkSiVNqWSk3212RSfwqXVtvm5aF6+AB6w6GsIQp5r0D5kJGpoweCtoPQ5YdPjOYXYF72K03Wg61VMd2UxPv8N133Ho6lg8CoxiWKS+8/tvEx+ZTp2Q9dw10UHRszeNnFyLpCtvhBAcPHgQpVKJp6cn90+EM/n+A1K0YMu7bTDVzKpQe2SH/Rz8W3nNqky+4MaL4sSJEyXubi8okampqYlCocDOzo5BgwZVCTWzzp07k3+sMN/WxMREfvrpJ3WayMhIdWz28mTatGkcO3as3OuRkXmSuOxcBvmEciI+heXN6vOxVW1CY1L5eKcPDnWNWai1AenhTXhzvWpn+CPCk8OZd24eCnMFU5ymAJCVHYuPj0rrWqHYiK5OzSL1RQQl4PNPOLXvH+VuHUH1uvVxGzamSLqKwNfXl+DgYLp164ZGhhYT/gkkUspj/WhX7OtVfMAW2WE/B/9WXvNFkx/i82WjoESmvr4+Pj4++Pv7o6Ojw5o1awqlreyHo3xbn3TYlpaWL/QBpziUSiVTpkxh8eLFT08sI/MCuZeZzRvXQriRmsEGOyuGWdYgOTOH8VuvoK+jyVbHG2j67YTOs6BJd3W+LGUW005OQ1PSZKnbUrQ1tMnNTeP69XfJyn6Io8M6DAysi9SXmZaD1wZ/9DNjyNDxJUeC3lOno62jWyRteZOSksLff/9NvXr1cHRyYfy6iwShZNWbjrRrXPRBoyKQHfZzUBZ5zQ0bNvDRR493Pa5bt46PP/6YtLQ0evfujaOjI3Z2duzcuRNQyUXOmDGD1q1b07p1a3VI0wMHDtCmTRucnJzo3r27Wrxj3rx5jB8/Hg8PD0aMGMGNGzfUEpgODg6EhIQAlCiNWRYWLFiAq6srdnZ2jB8/Xh1lrTjpTyEE06dPV8uE5rcLVGtAxcl4FpTILEinTp24desWJ06coEuXLrzzzjvY29ujVCqZPn06rq6uODg48PPPP6vzLF26FHt7exwdHZk5cyYAPj4+tG3bFgcHB/r3709CQgKgGjnn97WNjQ2nTp0CVDMnb7/9Ng4ODrz11ltqOc6Cts6cOZPQ0FAUCgXTp08nLCxMHbI0MzOT0aNHY29vj5OTE8ePHwdg8+bNDBgwgF69etG0aVM+/fRTdbnFSbDm17dgwQI6duzIrl27aNiwIXFxcURHR5f5/ZOR+TfcTM2g75UQHmbn8JtjY14zNyUvT/DRbz6Ex6ez2UMT05NzoEkPcJteKO/yS8u5GX+TRR0XUceoDnl5Ofj7TyYlJQB7u+8xMVEUW6f3jiDSk7KocX8bD7QEHYeMxMKqUbFpy5tDhw6Rk5NDn76efLDmAhczs/iyjTW9XOpVij3wkgdOSTwQSnZk2gstU8fSENO+jUu8X1Z5zfwf/qVLl6Ktrc2mTZv4+eefOXz4MJaWlvz1118AhUJgGhsbc/HiRbZu3cqHH37IwYMH6dixI+fPn0eSJNavX8/SpUv55ptvAJW05OnTp9HX12fKlCl88MEHDB06lOzsbJRKJTdv3mTnzp1FpDFHjBhBWZg8eTJz584FVOpVBw8epG/fvsVKf/7555/4+Phw/fp1YmNjcXV1xc3NrcT+KWkaOTc3l7///ptevXqp8/r7+2Ntbc3atWsxMTHh0qVLZGVl0aFDBzw8PAgMDGTv3r1cuHABAwMDdVzzESNG8P333+Pu7s7cuXOZP3++WlglNzeXixcvcujQIebPn4+XlxerV6/GwMAAX19ffH19cXZ2LmLf4sWL8ff3V4uHhIWFqe/lS3L6+fkRGBiIh4eHOn68j48P165dQ1dXl2bNmjFlyhT09fVLlGAFlQhLwRC4zs7OnDlzRq2kJiNTXpxPTGWk3x30NCT2OTWluZFK+Oa7oyEcDXzI4l6W2J0ZDka1YcBa0Hg89jsSdoTfgn5jRIsRdK7fGSEEgYGziYv3xrbZImrW7FpsncEXowm5/BDL8D2EmWvRoIUdrV5/o0La+yQ3btzg5s2bdOvWjRX/RPBPdBIf1arOkH6VGxHwpXbYlUFZ5TUHDhxI165dOXjwIM2bNycnJwd7e3t0dXWZNm0aM2bMoE+fPoViZw8ZMkT9b/7oPCIigrfeeouoqCiys7PVcpagkqLMV5Bq164dixYtIiIiggEDBtC0adMSpTHLyvHjx1m6dCnp6enEx8fTsmVLOnfuXKz05+nTpxkyZAiamprUqlULd3d3Ll26hLGxcYn9U5CMjAy1FGanTp149913OXv2LK1bt1a3+ciRI/j6+qqnoJOSkggJCcHLy4vRo0erJTqrV69OUlISiYmJuLu7AzBy5MhCkpoDBgwAHstuAnh7e6vDvjo4OODg4FDmvsrvgylTVGt1tra2NGzYUO2wu3XrhomJas2rRYsW3L17l8TExFIlWPPjs+cjS3zKVASHY5KYGBBGXV0ddjg2ooG+ajr6yI1oVh0NYaBTHd66twBSH8C7R8CgujrvvZR7fHH2C+xr2vOh84cA3L7zLVHRf2BtNZW6dd8uts6U+ExObg/AOPEWCTWi0dLV57X3PkLSqPhJ4LS0NP766y8sLS05lVSD3/3vMFJLj8ljW1XKkbKCvNQOu7SRcHlRVnlNgLFjx/LVV19ha2vL6NGjAbCxseHKlSscOnSIWbNm4eHhoR5RFSwn//9Tpkzh448/xtPTkxMnTjBv3jx1mnwNaIB33nmHNm3a8Ndff9GzZ0/Wr19fojRmWcjMzOS9997j8uXL1K9fn3nz5pGZmVmi+EhpMelL6p+C5K9hP0nBNgoh+P777+nZs2ehNIcPH37mL1K+9GZBmc+SbCsrzyL1mZub+1QJ1oJtB1niU6b8+SUyjulB93CsZsB2h0bU0FG5iFsPU/n49+s41DNhcY1DSKePQd+VqmNcj8hWZjP95HQkSWKZ+zK0NbWJuP8rYWE/YllnMNbWxWsgiDyB13pflJlZGGQeIkw3F8+pn2BUvUaFtPlJDh8+TGZmJsmWrVl7+g790ObTgfZoVqu4ACklIa9hPyNlldcEaNOmDffu3ePXX39Vj54jIyMxMDBg2LBhTJs2jatXr6rLyV/33blzp3qklZSURN26dQFKVb66ffs2jRo1YurUqXh6euLr61uiNCaoposvXrxYYnn57atZsyapqanqUW1J0p9ubm7s3LkTpVJJTEwM3t7etG7dutT+eVZ69uzJ6tWrycnJAVSSl2lpaXh4eLBx40b1zvL4+HhMTEwwMzNTr09v27ZNPdouiYLSoP7+/vj6+hZJU5LM55P5g4ODCQ8Pp1mzZiXWV5oEa3HIEp8y5YUQgu/Covkk6B7u1auxW9FY7axVm8wuo6ulwaYOCWidXgaKoeA8slAZ3175lhtxN/iyw5fUNapLTMw/BAV9QY0anWnW7MsSH4aveYUTeTuV2uG/EqarxL5bT5q2bl9s2vImMDAQPz8/hHU7fjh9n26SNp+1rIuBo/nTM1cAL/UIu7LIl9fs3l21KzJfptLPz0+9AS2fwYMH4+PjoxaO8PPzY/r06WhoaKCtrc3q1avVabOysmjTpg15eXnqUde8efMYNGgQdevWpW3btmr96SfZuXMn27dvR1tbm9q1azN37lyqV6+ulsbMy8tDW1ubH3/8kYYNG+Lr61usDGdubi66urqYmpoybtw47O3tsbKyUk+rg8r5TZgwgblz56Ktrc2uXbvo378/586dw9HREUmSWLp0KbVr1yYwMLDU/nkWxo4dS1hYGM7OzgghMDc3Z+/evfTq1QsfHx9cXFzQ0dHh9ddf56uvvmLLli1MnDiR9PR0GjVqxKZNm0otf9KkSYwePRoHBwcUCoX6gaMgNWrUoEOHDtjZ2fHaa6/x/vvvq++99957TJw4EXt7e7S0tNi8eXOhkfWTFJRgzcpSnedcuHAhNjY2RdLm5ORw69YtXFyKFfGRkXlulEIwJ+Q+G+/HMrCWGd/aNkBbQ+Vc8/IEH+9UbTLb9XZdahzyhFr28PryQqIeR8OPsv3mdoY2H0q3Bt1ISrqK/40PMK5mh73d92hoFO9qYiNSuLDnFjViLhNVKxMzM0u6jBhXIe1+koyMDA4ePEiikRX7A7Jpp6vLXE0DavRvWulT4WqEEFX2r1WrVuJJAgICilyraK5evSqGDRsmhBDi+PHjonfv3iWm7d27t/Dy8npqmQ0bNhQxMTEvzMbSSEpKEgMHDixyXalUCmdnZ+Hv718hdsiUnT///FN8/vnn5VJ2VfhOyVQOmUqlGOt3R9Q6dk18ERIhlHl5he6vOBIkGs44KLaevCnEGjchvqovRFxooTQRKRGi3a/txOADg0VWbpZITQ0VJ71biTNnu4isrJJ/03Kyc8X2WSfFz6P+EL8OHSxWDPEUUbeCy6WdZWHPnj1i/JxvRJNZf4k3vj4mgmecFGnXH5aaZ9GiReLw4cMv1A7gsijBJ8pT4s9BWeQ1ExMTsbGxQV9fn27dulWgdU/H2NiYXbt2FboWGRmJnZ0dbdu2pWXLlpVkmUxJ5Obm8sknn1S2GTKvEGm5SoZev82BmETmNrZkXpO6aBQYSR65Ec3KoyG86VyPYYk/QZQP9F8D1R8fs8pR5vDpyU8RQrDcfTkiNwmf66MBCYXjJnSKCYySz9nfg0iMz6VW3G4ic9JoP2gotRs3LccWl8ytW7f452oIJ5TNaFTdgK+StajuYI6BQ9WYCs9HnhJ/TsaMUUXe6dy5M507dy5y39TUtNT1yCcpeDyoMrC0tCQgIKBSbZApmYI73GVkXgR7HyZyOjGVFbb1eadO4Q1ehTaZNbqOdHALdPwYbF8vlG7l1ZX4xvryjfs31NE34+rVd8jJicfZ6RcMDEqWwAwPiMPvVDS1Io9w1ziTek3scH2jco4rZmZmsunPwxzNbYaFiT4rtIwwNcjF9I0mlWJPacgjbBkZGZn/IBmPAhj1qlk4xGZyZg7jt6k2ma330EX78HSwdoMuswulO3nvJFsCtvBWs7fo3qAzfv6TSU0LxM7ue4yNSz4SmZmWg9fP19BPjSTVIgINbW1em/wxGhqVEzly50Ev9sTXxVBPl59bNMAkOgOzfk3QNNR+at5u3bqVurH0RSOPsGVkZGRkgAKbzOLS2THcFou/+4N+dXhzI2g+dhfRadHMPjMb2+q2THOZxs3AWcTHn6K57RJq1uhcYvlCCI6tvUJmhqBO3hFupyTS+4NPMa5Z9vgQL5IrN0JYfiULtPTY3M8R499uoe9ojr5d2UKPtmnTppwtLIw8wpaRkZGRAWDl0RC8bj7k89eb4XrtM0iKgMFbwOjxWm5OXg7TT04nR5nDcvflRNz9gejovTSy/ghLy9KFcAJP3+NOUDp1Hh7gTl4CLdy6YtverbybVSxxyWlM3OFHBjpsHOGCxfFINAy0MPWs+PgeZUUeYcvIyMjI8E/AA1YeDWGAc11G5u2F4L/htaVQv/Dxxh+u/YBPjA9L3ZaikezN3burqWs5BCur94sv+BHJsRl4/xpItYQQHtaMw1jfgq6jJ5Zji0omI1vJWz+eIC5Xm8W9rWl+N5OUqDRqDG9RpqnwykIeYT8Hr7K85qtCQVnP/fv3q5Wu9u7dW2hz3dy5c/Hy8ipXWwrKdHbv3l0tQiIjU1W49TCVj3b6YF/XhMWKeKTjC8FuILQeXyjdqYhTbPTfyECbgbQy0iA4eD41a3bHxmZeqWeV8/IE//v2LCInBz1TH9LSUnh9yjR0H4UTrkhylHmM2XCGW0mCUbYa9GtkRcrxexg4WaDfsnKiq5WVCnPYkiQ1kiRpgyRJ5atFWAHI8prPTmXa6OnpqVbwetJhL1iwQB0ApyIYPnx4IXlOGZnKJqXAJrN1/eqgs3cs1LRRhR4t4ISj06L57PRn2JjZMMmmOzdufIixsQK7lt+VGBgln8u7/XgYJ1E7/RD3EqNoO+BtLG0qXkgjL0/wyU4fzt1NoatxDDMGdyNhVzAahlqY9q0cVbBn4V85bEmSNkqS9FCSJP8nrveSJClIkqRbkiTNBBBC3BZCvPtv6qsqvMrymgVHg7GxsWpVstIkIo2MjPjkk09wdnamW7duxMTEqMv67LPPcHd3Z+XKlVy5cgV3d3datWpFz549iYqKAp5NrvPEiRN07tyZgQMHYmtry9ChQ9UxvA8fPoytrS0dO3bkzz//VNu3efNmJk+ezNmzZ9m/fz/Tp09HoVAQGhrKqFGj1GFXjx49ipOTE/b29owZM0YdfczKyoovvvgCZ2dn7O3tCQwMBFQiAWPGjMHV1RUnJyf27dsHlC7T6enpWWLscBmZymDO3hvcjUvnx7fsqP2/CZCbBYO3ga6ROk1uXi4zvGeQpcziq9ZTuHljCrq6ljg6rEVTs/T49g9vJ3D56AOqx1/knvZD6tjY0nbAW6XmKQ+EECw4GMB+3yictCL4/G13Mk9HkxOdhln/pmgYVN2p8Hz+7Rr2ZuAHYGv+BUmSNIEfgR5ABHBJkqT9QogXfsj377//fuH6wLVr1+a1114r8f5/SV7zSYqTiKxfvz5paWk4OzvzzTffsGDBAubPn88PP/wAqALInDx5kpycHNzd3dm3bx/m5ubs3LmT2bNns3HjxmeW67x27Ro3btzA0tKSDh06cObMGVxcXBg3bhzHjh2jSZMmRZSuANq3b4+npyd9+vQpohaWmZnJqFGjOHr0KDY2NowYMYLVq1fz4YcfAqqY6levXuWnn35i+fLlrF+/nkWLFtG1a1c2btxIYmIirVu3pnv37vz8888lynSamZmRlZVFXFwcNWpU7ek3mf8GJ4NjmNe7OW1vfQsRl2DQFjAvHB73J5+fuPrwKl+3nUFs6Bw0NLRxUmxCR6d6CaWqyM1Wcvjbs2hlZaCsdRtS4PXJ09CohNnJlUdD2Hw2jJaa0YxyrUM9HXMenvDBwNkC/RYvx3fxX42whRDeQPwTl1sDtx6NqLOB34DKETUtB0qT19TU1FTLRxoaGqrlNQMDA9Xymvb29nh5eTFjxgxOnTqlllyEwvKa586dA1Tymj179sTe3p5ly5Zx48YNdfon5TW/+uorlixZwt27d9HX1y8kr6lQKDh69Ci3b99+7rbnS0Tq6empJSIBNDQ01A5y2LBhhTSc868HBQXh7+9Pjx49UCgULFy4kIiICFJSUorIdRoYGJQo15nf3/Xq1UNDQwOFQkFYWBiBgYFYW1vTtKkq7u+wYcOeqW1BQUFYW1ur43iPHDkSb29v9f3i5DiPHDnC4sWLUSgUdO7cmczMTMLDw/H29lbXX5xMpyyTKVMVCI9TieX0cajDqGqX4eLP0G4ytOxXKN3Z+2dZ77eegY17Y560g5zcJBwdN6Cv3+CpdZz88RQpOfpY6J3iwcNIuo6eiGmt2uXRnFLZfOYO33mF0NIgla7Vk/Do1p34XcFoGOlg2qfqT4XnUx67xOsC9wq8jgDaSJJUA1gEOEmSNEsIUazmoyRJ44HxAA0alP6BKG0kXF686vKaWlpa5D0KqPBkO4uTiCyOgu3It1EIQcuWLdUPIvkkJycXW0b+NHdxlGRHeUljFqyzYH1CCP74449iAyeUZosskylTFYhKUi3VfOIE0s6p0KAddJ9XKM3D9IfMOj2LpqbW9DYIJznpFo4O6zGu9nTVuNtnQgkMysMi+SR3CKNZu060cOtaHk0plb3X7jPvQABO5hrYJ9+kb993yD7zkNwH6dQY1fKlmArPpzw2nRX3SyWEEHFCiIlCiMYlOetHCdcKIVyEEC7m5lUrjiu8+vKaVlZWXLlyBUC9tvs08vLy1Gl//fXXYuUzmzVrRkxMjNph5+TkcOPGjeeS6ywOW1tb7ty5Q2hoKECJ68QlyWPa2toSFham3jtQFjnOnj178v3336ud/bVr14DSZTqFEERHRxdaUpGRqUyqHZ4COkYwcBNoPnZeyjwlM0/NJDM3nekNLEhKvEBz26+pUaPTU8vMSMrk2NabGKTdI8k0HEPT6nQf+36Fq14dC3zAJ7uu41zPCPvUyzgpHLHSr0PKiXsYtKqFvm3pU/pVjfJw2BFA/QKv6wGv1PxfvrxmPvnykXZ2dlhbWxeR1+zQoUMhec38TWCLFi3i888/V6fNl9dcuXIl3377LfBYXrNTp07UrFly9J2dO3diZ2eHQqEgMDCQESNG0KJFC7W8poODAz169FBv9CpJXnPatGmsXr2a9u3bExsbW6b+MDQ05MaNG7Rq1Ypjx46pZwwKoqOjw+7du5kxYwaOjo4oFArOnj0LqJzjqlWrcHBwoH379kRHR9O/f38cHBxwdHSka9euarnOktDT02Pt2rX07t2bjh070rBh8XGM3377bZYtW4aTk5Pauefn37RpE4MGDcLe3h4NDQ0mTiz9jOicOXPIycnBwcEBOzs75syZA6hkOlNTU9V7GAo+aFy5coW2bduipSWHQJCpXGJSVJsqNZLuwaBNYFz492CN7xouRV9ino0jaQnHaNxoGnXqDHhquUII/rfof2QLHYwtfEmKj+W1yR+jZ2T01Lwvkot34pm0/SrNa1fDXSMQY0N9enbzIH5XMJrVXq6pcDUlyXiV9Q+wAvwLvNYCbgPWgA5wHWj5PGXL8prlQ0nyms+LoaHhCyvrVWfq1Kll+jxUJFXhOyVTsey+fE90/2mzqHXsmog79UOR++cizwn7zfbipxNvCq+jjcTNwLki7wnpzZLw2X5G/DDhqPhz/ByxfHBv4f3r5hdt/lPxv58o7OYeFl2WHxcHjhwXX3zxhQgICBCJh26LezO8RUZgXIXbVFYoL3lNSZJ2AOeAZpIkRUiS9K4QIheYDPwPuAn8LoS4UVo5xZTbV5KktQV3UFclXkV5TZmKwc7Orsp9HmT+W1wOi2fWn35YGT36/bIfXOh+bEYsM71n0qNGdWyUPpjX7EEzm7llms6OD43m3IkkjNODiMwJplajprQf9E55NKNE7sSmMXLjRYz0tPjujcZcO3+Kli1b0siwLineERi61kav2cs1FZ6PJJ6y2aYycXFxEflngvO5efMmzZtX/IF7GZlXFfk79d/hXnw6/X48g7Eu1GpyihNmA7jmVIc6prUA1br1BK8JJCdeZoJ5JibG9jgptqGpqffUspW5Sn6f/AdJOQZUM/uH2IcRDF+8iuqWdcu7WWqikzJ5c/VZMnKU/DauNScP/E5CQgLvjZ9E6oYgRHYetT5yRkOv6i5JSZJ0RQjhUtw9OTSpjIyMzH+A1Kxcxm65TK4yl/6W33BZpAKQWUCFa53fOu7GnmO8eQ4G+g0eBUZ5urMGOLtkH/HUpLbZFaLvhdJl5PgKddYJadkM33CBxPRsNo92JSbUn/v37/P666+TezaW3JgMzAY2rdLO+mnIDltGRkbmFUeZJ/hgxzVCY5KZ3Ogn1invoy8VdlyXoi/xq/+PfFhbQlfbGIXjJrS1zcpU/r2j1/C7W42aSj/Coq7RxLUd9l09yqMpxZKWlcvozZe4G5/OupEuWOrlcvz4cWxtbWliVJ/UUxEYtq6NXtOytaeqIjtsGRkZmVecJYcDORr4gM+abOD7vDu461nSrv7jY4txGXHMPTWd9y2UGGpqoHDcgL5+2UbHmfFJHP3lFtq5SaTp30C/mjEeE6ZU2BGurFwlE7ZdwTcike+HONHWujr79+9HS0uL1z16kbg7BE0TXUx6W1eIPeVJlXTYVX3TmYyMjMzLwu+X7rHWO5TPG27ie40QnHRrsnzAXjQk1c+/II/PT8+kv1EkNbWUONivplq1FmUqWwjBsbl/kKZTgxp1/Ul4EEnP9z5Cv5pxeTZJjTJP8NFOH07fimXJmw70bFmbS5cuER4eTq9evcg7G09u7KOpcN2Xdyo8nyrpsIUQB4QQ4wuG7axKPK+8ZkGZxxdFWFgYdnaqqEMFJSXzyRe+KEhBgQ8rKyvs7e1xdHTEw8Pjhcdmfx4KCnKMHTtWra711VdfFUrXvn37crflhx9+YNOmTeVej4xMeXDhdhyz9/oys/YW1uoF0ljbhB8G7EdP+3GkvV8CfqFx1kka6ypp2Xwp1at3KHP5N9bs406uFXX0fbkTfJlWvfth5eBUHk0pghCC2Xv8OOQXzee9mzPIpT4JCQl4eXnRpEkTbE2sSD1zH8O2ddBr8nJPhedTJR12Ved55TULyjxWJY4fP87169dxcXEp4hSFEOpQpZXB+vXradFC9bT/pG35gVfKi9zcXMaMGcOqVavKtR4ZmfIgPC6didsuM9lkG9uMb2CubcSa/vuoplt49Jv8YBtOBkoaN55B7dpll31IvB7IuUtgmBtJdMpFzBtY0XHIyBfdjBJZcjiI3y7d4/0ujRnbqRFCCPbv348kSfTu9bpqKtxUF5PXXv6p8Hxkh/0cFJTXjIqKws3NDYVCgZ2dHadOnQJUUo/Ozs44Ojqqz90WHO2OGjWKiRMn0qlTJ2xsbDh48CAAnTp1wsfHR11Xhw4dCoW2LE/c3Ny4desWYWFhNG/enPfeew9nZ2fu3bvHsmXLcHV1xcHBgS+++EKdZ+vWreqIZMOHDwfg7t27dOvWDQcHB7p160Z4eLi6zVOnTqV9+/Y0atRIPYoWQjB58mRatGhB79691aFU4fFswMyZM8nIyEChUDB06FBAJeuZn/9ZpThLkvp8UhLUwMAAKyurYsO4yshUVZIzc3h3yyXe0dzKvhrX0dMy4GfP3dQ0eBwtMVOoBhwdjHKpVecdGjYYV+bylenp/LPCm2xNfXQt/MjJzOT1qdPR0q6YuNw/nwxlzclQ3mnTgGkeqlj+V65c4c6dO/Ts2RPpXAK5cZmYDbRBQ7filcHKi5d6Uj84+EtSUm++0DKrGTXHxmZOifeflNf89ddf6dmzJ7Nnz0apVJKenk5MTAzjxo3D29sba2tr4uOfFDRTERYWxsmTJwkNDaVLly7cunWLsWPHsnnzZr777juCg4PJysoqovZUXhw8eBB7e3tApV61adMmfvrpJ44cOUJISAgXL15ECIGnpyfe3t7UqFGDRYsWcebMGWrWrKlu5+TJkxkxYgQjR45k48aNTJ06VR0rPCoqitOnTxMYGIinpycDBw5kz549BAUF4efnx4MHD2jRogVjxowpZNvixYv54YcfCj3M5POsUpxt2rRhypQpxUp9wmNJ0HxcXFw4depUqbHMZWSqCrnKPKb8eo2uSRs4Xv8KWdr6bO79C/WMH0eM9o5PwSu1JjbiJjWNHWlpO++ZNoldnLuZh/q2WJpf53bwDbqOmUjN+sWHA37R7LwUztd/B9LHoQ5fvmGHJEkkJSVx5MgRrK2taWnamNjdfhi2q4NeY9MKsamiqJIOW5KkvkDfJk2aVLYpRXhSXtPV1ZUxY8aQk5NDv379UCgUnDhxAjc3N6ytVVMx1asXH1Vn8ODBaGho0LRpUxo1akRgYCCDBg3iyy+/ZNmyZWzcuJFRo0b9K3tL+hIWvN6lSxc0NTVxcHBg4cKFJCYm0rBhQ9q2bQuoZCSPHDmCk5NqbSo1NZWQkBCuX7/OwIED1THO89t57tw5/vzzTwCGDx/Op59+qq6rX79+aGho0KJFCx48eACAt7e3WkrT0tKSrl2fTdGnJClOY2NjtRQnoJbiNDU1VUt9AiiVykJx1Z/U0rawsCAwMPCZbJKRqSy+OhRI0ztruFL/ArHaeqztuZGmNR4ryl1JSmOU/x2sdLKYlvU1rg7HkKSyj0Ijfv+b60nWmOre5e6dU1g7uaDw6F0eTSnCYf8oZv3ph5uNOSsGK9DUkBBCcODAAYQQ9HmtNwmbQ9A003ulpsLzqZIOWwhxADjg4uJS6hxNaSPh8uJJeU03Nze8vb3566+/GD58ONOnT8fU1LRMT6vFyXIaGBjQo0cP9u3bx++//86Tkd6elRo1apCQkFDoWnx8fCEhkePHjxd6nZiYWEi6UwjBrFmzmDBhQqFyVq1a9cztLCiNWTDKXnlJYxYnxSlKkPrMp2DbQZbDlHl5+PVCOOLCd4TUP0Worj4/dPsBRa3Hm8BupmYw1Pc2FjparDS/SeLdNDSewVlnht3lxP5o0DcnW/sSugYG9Jz4QYUc4TodEsvUHT4o6puyZpgzOlqqFd3r169z69YtXnvtNTTPJ6GMz8R8vAMaOq/OVHg+8hr2M/KkvObdu3exsLBg3LhxvPvuu1y9epV27dpx8uRJ7ty5A1DilPiuXbvIy8sjNDSU27dvq3WVx44dy9SpU3F1dVWPWi9evMiIESOe2V5XV1fOnDmj3v19+fJlsrKyqF+//lNyPqZnz55s3LiR1FRVZKT79+/z8OFDunXrxu+//05cXFyhdrZv357ffvsNUK33Fye3WRA3Nzd+++03lEolUVFRHD9+vNh02tra5OTkFJv/WaQ4S5L6LIng4GD1TnwZmarK2dBYbh1YTEzdY1zT0+Prjl/Tod5jKcy7GVm8fT0UPQ0NttjokXr/B4yMmqOlVbbTOCI7G+85O0gyaohFgwDiI8PpOekDDE3Lfwe2z71Exm+7jHVNQzaOcsVARzXWTElJ4fDhwzRo0ACHGjakno3EqL0luo2q5gmjf0uVHGFXdfLlNbt3786JEydYtmwZ2traGBkZsXXrVszNzVm7di0DBgwgLy8PCwsL/vnnnyLlNGvWDHd3dx48eMCaNWvQ01OFAGzVqhXGxsaMHj1anTY8PLxMo7yjR4+qp4BB9VCwcuVKXn/9dfLy8jAyMmLHjh1oaJT9Wc3Dw4ObN2+qNbqNjIzYvn07LVu2ZPbs2bi7u6OpqYmTkxObN29m1apVjBkzhmXLlmFubv7UY1H9+/fn2LFj2NvbY2NjU6IO9fjx43FwcMDZ2VmtN52f/9y5czg6OiJJklqKs6Rp7Hypz6lTp5KUlERubi4ffvghLVu2LDb9mTNnCm20k5GpatyJTeP4tkVk1DnMSQNDPm89i16NH09TR2flMMgnlOw8wW6HOiQEDgUkHOxXI0ll+y0I/Opnbhm0wtz0Dnf8vVH07EMjJ9dyatFjQh6kMGrTRWoY6bDt3daYGugAqpm1gwcPkpubS9/X+pC4NQStGnoY97Iqd5sqC1n84zm4du0aK1asYNu2bc9dxqhRo+jTpw8DBw4sci8yMpLOnTsTGBiodqzTp09n+PDhFbYBTUbFi3ivqzpV4Tsl8/wkZeSw7rs5KA13sN3EmMkOk5jg9J76fnxOLv2v3SIiM5vdjo3QDJ9OTIwXTorNZT5zHf/PMfZue4Aw1CE7by/6RtUY+vW3aOvoPj3zvyAiIZ2Bq8+hFILdE9vRsMbj5So/Pz/++OMPPDw8aP7QgrQLUZhPcEDX6uUeXcviHy+YsshrPi9bt26lTZs2LFq0qNAoeNmyZbKzrgRiY2P58ssvK9sMGZliyVXmsXPt11TT/4XtJsYMazaE8YpJ6vtpuUqGXr9NWEYWW+ytMY3fREzMEZo2mVVmZ50THY33zxdJ1zPH0NyHrNQUXp8yrdyddUxKFsM3XCQ9O5etY1oXctZpaWn8/fff1K1bF0VNW9LOR2HUoe5L76yfhjwl/pw8eezoWdm8eXOx10eMGPFca9Uy5UP+TnIZmarIvq0rMM75mUXm1elr9TrT28xUbwDLVOYxyv8OvqnpbGhpTbPcC/je+Y7atftRv/7op5SsQuTmcm3GKu7X7E4dyxDCblzDffi7WFg1Ks9mkZyZw8iNF4lKymD7u21oXqdwsJdDhw6RlZVF39f6kLT9Flo19TH2qJhjZZVJlRxhy7HEZWRkZErn1J+r0Y/5hq9qVsfdsiPzOy1UxwfPzRNMCrjLqYRUvrVtQCeDGG4EfEK1avbYNltU5l3dEavW4qPZhmp6sUTcOkIDewWtXi97NLTnITNHydjNlwl5mMKaYa1wsSp8LDYgIIAbN27g7u6O7qVUlElZmA2yeSV3hT9JlXTYVT2WuIyMjExlctNrKyJ4PrMtauJkoWB5l2/R1lBFGcsTgo+Dwvk7NomFTevSv4YW130noKGhi4P9T2XWt049d54z53LI1dYlT/M0Wto6vPbeR0jPsGH1WclR5vH+L1e5dDeeFYMVdG5mUeh+eno6f/31F7Vr16ZVrRakXYjGqFNddBtWjNhIZVMlHbaMjIyMTPFEXdhN2qVP+biWOdamTfi++4/oaamcsBCCL27d5/foBKZb1ebdutW5EfAhmZn3cbD/CT09yzLVkRsXx8WvdxJXwx6LBoHERdzGY8IUjKrXKLd25eUJPt3ty9HAh3z5hh19HYvaevjwYTIyMvB8rQ/Jf95Gy1wfkx6v/lR4PrLDlpGRkXlJSPU9SKLX+0yuZU4No7qs7bkOY53Ho8sVYQ9YFxHLuHo1+diqFqG3vyUu7iQ2NnMxNS1243ERRF4ewbO+IqiWB2bVH3DX7yj23XrStHX5qeMJIVhwMIA91+4zzcOGYW2LOuHg4GB8fX3p2LEj+pczUCarpsIl7Vd/Kjwf2WE/B1VVXvNFUVB+syAF7Z83b55qh+Yj0ZP9+/e/UBueh4LyogVt3bt3r1qiE2Du3Ll4eXmVqy0xMTH06tWrXOuQ+W+RG3SE2P3vMr62Bdp61dnQaz019R9HKFwfEcOysGjeql2d+U3q8vDhIe7eXY2l5dvUq/tOmeuJ3bCZy6kt0dRWkhL/P8xqW9JlRNmFQZ6HVUdvsflsGO92tOb9LkVDUmdmZnLgwAEsLCxoU8eBtEvRVHOrh26D/8ZUeD6yw34OXjV5zbLypP0fffQRPj4+7Nq1izFjxhSR4czNza1oE9UUtPVJh71gwQK6d+9ebnXn5uZibm5OnTp1OHPmTLnVI/PfQYQeJ/b34YyrZUGWjiEbX1tPvWoFAiRFx/N5yH1eq2nCN83qk5YaSMDNGZiYtKKZTdmD/mRcv87FPYEkV2tItZpXSE9OUB3h0ivbuvfzsOVsGN96BfOmcz1mv9682A1xR44cITU1lb6v9SF5byhaFgYYd//vTIXnIzvs56CqymuGhYXRqVMnnJ2dcXZ2LqQXvXTpUuzt7XF0dFQ7Mh8fH9q2bYuDgwP9+/cvFHN8+/bttG/fHjs7O7W0ZEH7C9K8eXO0tLSIjY0tIk9ZkozlrVu36N69O46Ojjg7OxMaGvpcMpmHDx/G1taWjh07qgVHCtp69uxZ9u/fz/Tp01EoFISGhjJq1Ci1tOfRo0dxcnLC3t6eMWPGkJWVBYCVlRVffPEFzs7O2Nvbq6OmpaWlMWbMGFxdXXFycmLfvn3q+gYNGkTfvn3x8PAAVEInBSOyycg8F3dOkfjrEMbWMidWR4e1PdfQ1Kyp+vbhmCQ+DAyno6kRq1s0JC83AV+/iWhrm2Bv9yMaGjrFFpvh58eDr79Wf5eUycnc+GwFYfU9sLC8R2TQJdoPHkbtxk2Lzf8i2Odzny/236BHi1osedMeDY2izjo0NJSrV6/Svn17DK9kokzJpvogGyTt/577qpLnsMuq1jUnJAL/1IwXWredkT5fNq1X4v2qLK+ZHwJVT0+PkJAQhgwZwuXLl/n777/Zu3cvFy5cwMDAQG3PiBEj+P7773F3d2fu3LnMnz+f7777DlA5prNnz+Lt7c2YMWPw9/cvsd4LFy6goaGBubk58FieMicnB3d392JlLIcOHcrMmTPp378/mZmZ5OXlPbNMpouLC+PGjePYsWM0adKkiMoWqOKae3p6FhtVLjMzk1GjRnH06FFsbGwYMWIEq1ev5sMPPwSgZs2aXL16lZ9++only5ezfv16Fi1aRNeuXdm4cSOJiYm0bt1aPVo/d+4cvr6+6vjvLi4ufP7552V672RkiuXuWdJ+GcQE85qE62jxY7eVKCwU6tunE1KYEBCGg5EBm+2t0ZHy8Lkxlezsh7Ry3omurnmxxWaHh3Nv/ASUCQnUmDgRTVNTwj+fj2/N19HXTyX69kHqtbDD1XNAuTXteOBDPvn9Om0bVef7IU5oaRZ1wFlZWezfv58aNWrQpo4jyUeDqNa5Pjr1q5WbXVWZKvmIUpWPdRUnr7lp0ybmzZuHn58f1apV4/z58/9KXvPgwYPk5OQ8s7xmTk4O48aNw97enkGDBqmngb28vBg9ejQGBgZqe5KSkkhMTFTH7R45ciTe3t7qsoYMGQKohDWSk5NJTEwsUt+3336LQqFg2rRp7Ny5Uz2Vle84g4KC1DKWCoWChQsXEhERQUpKCvfv36d///4A6OnpYWBgUKJMJqCWydTQ0FDLZAYGBmJtbU3Tpk2RJIlhw4aVua/y7bO2tsbGxqbYPhgwQPVj1apVK8LCwgDV1NzixYtRKBR07tyZzMxMwsPDAVWQlYLvtYWFBZGRkc9kk4yMmnsXydo+kKnVa3BTT4MFHRbRqd5jIZ2ryWmM9LuDlb4uvzo2wkhLk1uhi0lIOIdts0UYGxf/oK9MSuLehInc127EFaePUSoFiTt3cu2uKRl61dHUOomGhiavvf8xGhrls6HrUlg8E7dfoXkdY9aNcEGvhI1jXl5eJCUl0bdnb1L330GrlgHG3RuUi00vA1VyhF1WShsJlxdVWV7z22+/pVatWly/fp28vDy1mIgQ4pnl74qz7Uk++ugjpk2bVuR6vjxlSTKWycnJxdb5rDKZJdlVVp4WRz+/zoL1CSH4448/1Mpq+Vy4cEGW5ZR5cURcQbltADNMzbhoqMFkh+n0a/pYzCMoLZOh129TQ1uLnY6NMdPWIirqT+7d20T9eqOoU6f4kbHIziZiylRiEzUJdBxJHpqk+gcTsOYAUbbvYl43gHv+IfT+4FOMa1oUW8a/JSAymTGbL1HXTJ/No12ppqddbLqwsDAuXbpEmzZtMPbJIT01m5ojWiBpVclxZoXw3235c1KV5TWTkpKoU6cOGhoabNu2Tb2L3cPDg40bN5Kenq62x8TEBDMzM/Wa+7Zt2wqpZOWvH58+fRoTExOeZ7ajJBlLY2Nj6tWrx969ewHVtFd6evozy2Ta2tpy584dQkNDAdixY0ex6apVq0ZKSkqx+cPCwrh161axfVAcPXv25Pvvv1c7+2vXrpWYVpbllHkuIn3I296fBdWMOWqkwQDrd5ngNFx9+25GFm/5hKKtIfG7ojG1dbVJTvYlMGg2ZmbtaNJkVrHFCiGImvsF8deD8W/9AXmoRrXhX6/gZpO3qWYaR8SNI7Rw64pte7dyaVpYbBojNl7ESFeLbe+2oYZR8fHIs7Oz2b9/P2ZmZrSv50T61YeqqfB6/82p8Hxkh/0c5MtrgmpDlEKhwMnJiT/++IMPPvigkLymo6NjsWur8Fhe87XXXntuec3c3Fz1SPC9995jy5YttG3bluDgYPWIr1evXnh6euLi4oJCoWD58uUAbNmyhenTp+Pg4ICPjw9z585Vl2tmZkb79u2ZOHEiGzZseK5+ypexnDFjBo6OjigUCvVGuG3btrFq1SocHBxo37490dHR9O/fHwcHBxwdHenatataJrMk9PT0WLt2Lb1796Zjx440bFj8rtG3336bZcuW4eTkpHbu+fk3bdrEoEGDsLe3R0NDg4kTJ5bapjlz5pCTk4ODgwN2dnbMmTOnxLTHjx+nd+/eJd6XkSlCtB9i6xt8b2DIn8aatKvZj3mdPlDffpCVw1vXQ8nMy2OnY2Os9HXJyorB128SOjoW2LVchYZG8ROncWvWEL//L252+Rwl2jSplQaAf3UPlNpaZCT/jbG5OV1Hl/4deO6mJWUybMMF8oRg27ttqGta8uzT8ePHiY+Pp4/H66Ttv4t2bUOMu/53p8LzkeU1n4OqJK+5b98+fvnlF37//ffntkWmfHBzc2Pfvn2YmZlVtimlUhW+UzLAgwDY0oetujosM9Wmkb4bewZ9r44PnpCTy4Brt7ibmc1ux8Y4mxiSl5fN1WvDSEkJwKXVLqpVK/59TDr4F/enTSOk+2wilJa8PsmBB4dPceW2aubMzPws0bcu8vb8JVjavPjPQmJ6NoN/Psf9hAx2jG+LQz3TEtPeu3ePDRs24OLiQvu0pqRfj8HifQU6dY1euF1VEVle8wVTVeQ1586dy9y5c5k1q/gpMJnKIyYmho8//rjKO2uZKkJMEGz15ICuNstMtDHDkd8HfKt21mlKJcN8bxOansVmO2ucTVSzZ8HBC0hKukKL5ktKdNbpV64QNWsWUe1GE5FrSds3GmHtUJMYYslK2oBpzTCigs/TdsDb5eKs07JyGbXpEmFx6awb6VKqs87JyWHfvn2YmJjQsV4r0q89pFqX+v8ZZ/005BG2jMx/HPk7VcnE3oLNr+OtJfG+qR66ykYcGbKN6gYqJ5WVl8cI3zucSkhhnZ0Vvc1NAYi4/ytBQXNo2HASTRoX3fwJkH33LmFvvU1cbWeu1nmTpq0s6PFuS+5ev8qfi+chhEBTWwcL60a8PW8JGs8YDOppZOUqGbvlMmduxbJ6WCt6tix5iQtUu8JPnz7NOwPfxmhvIprVdLB4X/Gf2mgmj7BlZGRkqiLxt2FLX3w0BFNMDJByarPD82e1s87NE7wXcJeTCSmssK2vdtaJiZcJDp5PjRruNG70UbFFKxMTuTdhIql6Fvg1GIh5/Wp0GdGcxOhIDq5aSv5QTVNLk9cnT3vhzlqZJ/h453VOhcSy5E2HpzrryMhIzpw5g0KhoIY/5KXnqmKF/4ec9dOokj0h62HLyMi88iSEwea+BJPNaDNTlLkm/NB1NU3NVcephBBMD77HXzFJLGhiydt1VEpZmZlR+Pq9h75+fVq2+A5JKupo87KziZg8hfQHCfi7foSWnjavT7InLzeTvUu/RNLQxNXzTQC6jZmEaa3SnemzIoTg871+/OUXxee9mzPIpX6p6XNzc9m3bx+Ghoa4N3AlwycG46710bGUp8ILUiXPYQshDgAHXFxcyjfivIyMjExlkHgPtvTlnjKNYRZ1yM6RmKFYgVvjRoDK4c0PjWRHVDwfW9VifH2VE1cqM/H1m0ReXhYO9mvQ1i4qfiGEIHrOHFKvXCV4wHekJQn6f2yPgYk2+5YtIfFBFANnf4mFdWPqNW+JtaJsKl7PwtL/BbHj4j3e79KYsZ0aPTX96dOnefDgAYP7DyLjwD20LQ2p1qV0J/9fpEqOsGVkZGReWZLuw5Y+xGYlM6y2FenKXN6su4ARrs7qJCvvPmDNvRjerVuT6Vaq0a8QgsCg2aSk+NGyxTcYGhYfujl29WqS9u0nYsB8ouM06TLUltqNTDjz2zZuX71El5Hjqd/SAV0DQxo5uf6r4EPFsdY7lNUnQnmnTQOmeTR7avro6Gi8vb2xt7en1g0N8jJyqT64GVIxoUr/68g98hxUJXnNV4mCsp6vv/46iYmJJCYm8tNPP6nTREZGFnsU7kVSUKbz4MGDfPFF2dWOZGRKJSUatvQlJT2OEQ1sictNxklnOvN7dVMn2RgRw+I70QysZcaXTeuqHeq9iM1ER++lkfWHmJsXrzaXdOAAsau+J/6197gVVx3H7vWxbVeHm6dPcHHfbhy69cLR4/Vya97vl+7x1aFA+jjU4cs37J76MKBUKtm3bx/6+vp0btiaDN9YjLs1QLu2Yan5/qvIDvs5+C/Ia5bHkbVn4dChQ5iamhZx2JaWlmqlrYqgd+/e7N+/Xx0lTkbmuUl9CFv6kpkSzdgmLoRnPaBO5kTWvfWm2rH9ER3PZyH36VnTmG9tG6Dx6Hp8/Blu3foac/OeWFm9X2zx6ZcvE/XZbDLa9MY3244GLarTvn9jokNDOLJmFXVtW9J1zIQXPqLO57B/FDP/9MXNxpwVgxVoFqO89SRnz54lKiqKXl09yPo7Au26RlRzl6fCS0J22M9BVZLXLDgaBJg8eTKbN28GSpaInDdvHsOHD6dr1640bdqUdevWqcvq0qUL77zzDvb29iiVSqZPn46rqysODg78/PPP6nqeRa6zc+fOzJgxg9atW2NjY6Puo4yMDN5++20cHBx46623yMh4rLxmZWVFbGwsM2fOJDQ0FIVCwfTp0wkLC1OH+8zMzGT06NHY29vj5OTE8ePH1f08YMAAevXqRdOmTfn000/V5R45coR27drh7OzMoEGDSE1NVb9fxcl0SpJE586d1e+PjMxzkRYLWzzJSYrgAzt3AtJuo5cwlO1DR6iFL47EJjE1MJwOpkb83MIK7UcOLyMjHD//qRgYNKJF86VIUtGf7eywMCImTyG3QXOu1fTEuKY+HmNbkpGSxL7lC9E3McHz41loahUft/vfcuZWLFN3+KCob8qaYc7olGFnd0xMDCdOnKB58+ZYBuqQl6mk+mAbJM3yeaB4FaiSm87KyvwDNwiILF5I4nlpYWnMF31blni/KstrFkdxEpEAvr6+nD9/nrS0NJycnNQhNC9evIi/vz/W1tasXbsWExMTLl26RFZWFh06dMDDw4PAwMBnluvMzc3l4sWLHDp0iPnz5+Pl5cXq1asxMDDA19cXX19fnJ2di9i/ePFi/P391Q8x+apZAD/++CMAfn5+BAYG4uHhQXBwMKB6eLh27Rq6uro0a9aMKVOmoK+vz8KFC/Hy8sLQ0JAlS5awYsUKPv3001JlOl1cXDh16hSDBw9+7vdB5j9MejxsfYO8hDvMce7N2ZhLKGP6s/md8dQyVoUjPpuQyvgbYdgZ6bPF3hq9R+u3SmU6vr4TgTwc7H9GS6vorunchATuTZiIUlMHv1ZTyEvJ4/VJ9mhqwx9fLyIzLZUhC5ZhYGJaLs27fi+R8VsvY13TkI2jXDHQebpbycvLY9++fejo6NDVui0Zf4Zj3MsK7VryVHhpyCPsZ6Qqy2sWR3ESkQBvvPEG+vr61KxZky5dunDx4kVAJWOZb/eRI0fYunUrCoWCNm3aEBcXR0hIyHPJdRZnh7e3t1oS08HB4ZkfTE6fPs3w4SpRBFtbWxo2bKh22N26dcPExAQ9PT1atGjB3bt3OX/+PAEBAXTo0AGFQsGWLVu4e/fuU2U6ZZlMmecmIwG2voGIDWFZ60H8FXOJrIc9WPHaJOzqqsKC+iSnM8LvNg30dPnVoTFGWqoRtxCCgJszSE0Lwa7lKgwMisbKz8vOJmLKFLIjowj1XEhCTDYe77bEtJYBRzf8RFRwIL0mfYSF1dN3aj8Ptx6mMGrTRaob6bDt3daYGuiUKd+FCxeIiIigZ5ce5ByORLt+Nap1qnj1xZeNl3qEXdpIuLyoavKaWlpa5OXlqV8XtA2Kl4gsqW6gkESkEILvv/+enj17Fkp7+PDhZ14HK6sdz8KzynEKIejRo0cRVS8fH59S7ZBlMmWei8wk2DYAYgJZ13E028P/Jju+A1NbTaKXXR0AgtMyecc3FFNtTXYqGlGjwOj07t01PHx4iCZNZlKjRqcixQshiPr8czIuXyF2/HfcDc6h/ZtNaGhXg6t/78f/+D+0HfAWzdp1LJL3RRCRkM6w9RfR0tRg+7ttsHg0W/A04uLiOHr0KDY2NtQN1CUrOx3zgU3lqfAyII+wn5GqJq/ZsGFDAgICyMrKIikpiaNHj5apHfv27SMzM5O4uDhOnDiBq6trkTQ9e/Zk9erV5OTkACq5yLS0tOeS6ywONzc3fvnlFwD8/f2LXasvSRrzyfzBwcGEh4cX0akuSNu2bTlz5oxaTjM9PZ3g4OCnynTKMpkyz0xWCmwfCNF+/O4+ie/D/yYnyYletcfxfhfVcax7mdm8fT0UTUlil2MT6ug+Hp3Gxh4n9PY31KrlSYP6Y4utIvbHn0jef4CsUbPxDdamWdvaKLrX566vDye2rqexS1vaDxpaLs2LTc1i+Ib/s3fe4VGUax++Z/tu2qb3Xgkk9F4UFcSOCCgooGIB1KMee/co6vHYPo8KeqwUEbFQFSkKKlU6CSW9955Ntu/M98dCAGkJRUDmvq69Npn6Tsr+5n3meX7PH5jtTmbf2Ydo//aFskVRZMmSJSiVSi6P7Ydtbz0+w+RQeHu5oGfY54qD7TWvuOIK1q5dyxtvvIFarcbT05PZs2cf0V5TFEWCgoJYtWrVUcc52F6zqqrqlNtrRkZGMnbsWNLT00lMTKR79+7tuoY+ffpwzTXXUFxczHPPPUdYWFhbOPkgd911F4WFhfTo0QNJkggMDGTRokWMGDGCnTt30qtXLzQaDVdffTWvvvoqs2bNYsqUKZjNZuLi4vj8889POIapU6dyxx13kJ6eTrdu3Y7Z+9rf35+BAwfSpUsXrrrqKu6771CG7LRp05gyZQppaWmoVCq++OKLI2bWfyYwMJAvvviCcePGYbPZAJg+fTpJSUltbToDAgIYNGgQmZmZbfutWbOG1157rV0/VxkZbC3w5Rgo28ZPlz/C9LyvEVs7kaK6i9dHd0MQBGrsDsbuzKXVJbKwewKxhkN/t62t+WTueQgvz1Q6pbx6zOhP05Il1L7/Plx3G5vLIwiO9eTSW5NprKpg2f/9G7+wCK6+/58IijM/J2u2Opj02R9UNFmYO7kvnUKPNm85Hlu3bqWoqIjrhl+Da1UVmigvPAeHn/Ex/l05L5t/CIJwHXBdQkLC3Tk5OUesOx8aFZxP7TVPhRdffBFPT08effTYDQNkDlFVVcX48ePbHbm4EDkf/qf+NtjNMG8sFK1n/RVPcX/eV4jWKAx1U1hy/2UEemlpcjgZtTOXfLOdb7rF08vn0OzS6TSxZesoHI5G+vRejE4XdtQpzFu2UHTnZJTd+7EpYhKiS2LM071RqV189dyjtDY2cOur75xxu1EAq8PFxM/+YHtRA59M6sWlyUHt3rehoYEZM2YQFRXFCLEHtpxGgh/sjjrQcMbHeSFzwTX/kCRpqSRJ9/j4+JzroRyT86W9pszZp7i4mLfeeutcD0PmQsBhga9ugaL17Br+PA8VfIPCGYKj/HY+nTSQQC8tZpfIhIwCslttfJ4Wc4RYS5LInr2PYLEUk9blg2OKta2ggNL7H0AVEUVm57swmxxcNTUdg5eaH99/k/ryUq57+MmzItYOl8j987azpbCet2/u1iGxliSJpUuXIggCl8cNwLavHp/h0bJYd5DzcoZ9ELm9pozM2Uf+nzoDOKwwfzzk/ULuiJeYVPA1druOupy7+Wj8UIalBmMXRSZlFPBrvYmPOsdwXZDxiEPk5b9NYeEHJCW9SGTEhKNO4WxooPCWW3CZWiid9C77dzQz7M5UkvqEsG7+HDYv/Jqht99Lj6uuO+OXJ4oSj36zi+93lPHyyC5M6Hd0xvqJ2L59O0uWLOGqy68k4hdQBxkIvDcdoR3mKhcbF9wMW0ZGRuaCwWmHBRMh72fKRkzn3uLFOJ1KanNv5/FhvRmWGoxLkrhvbzFr6k28mRx5lFhXV/9EYeEHhIWOJSL8tqNOcbD7lrOikpZpb7J/RzM9rowmqU8I+zf8xuaFX9Nl6HC6j7j2qH1PF0mSePmHvXy/o4xHhiV1WKybm5tZsWIFMTExxOV6ITlEfEcnymJ9ClyQgn0+RwVkZC4k5P+l08TlgG/vgJwV1I6Yzj3ly2m2m6nJncSotHTuHRKHJEk8kVXK0ppGXogPY3yY/xGHaGnJYu++x/D27k5y8otHJZlJkuS2HN22DeGR19m8wUpMmj99b4ijKj+XFTPfJSw5lcsnTz0rtqPv/ZLL5+sLuXNgLPdfduyGI8dDkiSWLVuGy+XiirgB2LIa8BkRI4fCT5ELTrB1Oh11dXXyB42MzGkiSRJ1dXVt1QkyHcTlhO8mw/5lmIZPZ2rNb1S1VmMqnESPkE68Osrd/GJ6fgVzK+p4KDqYqVFHPvd1OBrZvXsKSqUn6WkfoFAcXeVQ+977NC9bhn7aY/y+24AxSM+wOztjaW5k8ZuvoPfy5vp/PoVKfeZtR+dsLOTtVdnc1COCZ6/p1OEbgoyMDLKzs7ls4CUIv9SiifHGc8DRz+Zl2scFV9YVERFBaWkpNTU153ooMjIXPDqdjogI2WGqw7icsPAe2LsY67CXeKB5G7kNuSiqJxOgTuKjCT3RqpS8V1TFB8XV3B4ewBOxRyaCiaKTzMwHsdoq6dnjK7Ta4KNO07hoEbUzZmAYNYYNDZ1BsnH1tHSUaonvXnsNi6mZW/71Oh5G3zN+iYt3lvH8kj1c0SmY129KQ9HBELbJZGL58uVERESQUGDE4WrGb3SSHAo/DS44wVar1W3WmTIyMjJ/OaILFk+DzO9wXP4Cj1lz2V61HX/zHVQ3JzBvWm/8PbXMKqvllfwKRgX78uphbTIPkpf3H+ob1tEp5XV8fLoddZrWP/6g4rnn0ffrR2bYKBr2NnDdP7riE6hn1f/eozxrL9c8+DjBcR0LU7eHNfureWTBLvrE+PH++O6oTqE39Y8//ojdbmd4wkDsP9VivC4OVYDsGHg6XHAhcRkZGZlzhijCkn/A7q8Rhz7DC9SytnQtcYoJFBYn8d747iSHeLGoqoEns0sZ5u/Nu4e1yTxIZeViiks+JSJiAmFhR3sx2PILKH3gH2iioqi4+nEKM+sZNCaByBQ/dq5YRsYvK+kzcgwpA4ac8UvcUljP1C+3kRLqxSeTerV1E+sIe/bsYd++fVzSfzDKNQ1oYn3w6C+Hwk8XWbBlZGRk2oMowg8Pw865SEOe4A29xNL8pXT3vJmde1J55upOXJYSzOq6Zu7fV0RfHw/+1/lQm8yDNDdnsG//UxiNfUlMeOao0zgbGiiZMgVBqcT+jzfY/ksFqQNDSbs0guLMXayZ9TFxPfsw6OajS786iks8Mhdob3kzd36xhTAfPV/c0QcvXcefi7e2tvLDDz8QFhZGcpEfSBJ+clb4GUEWbBkZGZmTIUmw/DHY9gUMfoSP/f2Zu28u/QNG8tuWbtzcK5LJg2LZ1NjCXZkFpHromZMeh/5PoWS7vZbdGVPRqP1J6/IeCsWRgijabJTedz/Oqir0/3qX35ZVERrvw5BxyTRVV7H0nYO2o4+etu3o2yuz6DV9FVaH2wCqsLaViZ/9gadWxZy7+hLgeXyb3xPx008/YbVaGR43EEdOEz5XxaLyl0PhZ4IL7hm2jIyMzF+KJMFPT8GWT2DAAywIT+a9zdMZEDycNev60SfWj5dHdiGzxcKE3flE6jTM6xqPl+rIULIoOsjIuB+Ho4FePReg0RxZ3iWJIhVPPY1l+3b8/v0OP/1iQ+epZsS9abgcVha/8TJIEjc89ixaw+mVRc3ZVMR/f3E3wbHYXTRZHNz26WZcosj8e/oTbjw1gd2/fz8ZGRkM6TcI9e9NaOJ88OgbelpjlTmEPMOWkZGROR6SBKueg80zoe9UfkocxPTNr9A3eBBbtw4nxNvAh7f1pNhu55Zd+XirlMzvGk+A5ui5UHbOdBqbttAp5TW8vI5uDVzz3ns0//gjfg/9k3XZAVhbHFw9NR29p4rlH7xNXWkJ1zz0BL4hp/cseOWeSl5YnImHxn1D0WhxMOHTzTS02pl1Zx8SgrxO6bgWi4Vly5YRHBxMamkgSBK+clb4GUUWbBkZGZljIUnw80uw4T3ofTcb0q/jqXVP0TWwG6VZo7E74NNJvTAr4eadeQjAgm7xhOs0Rx2qrPxrysrmEhV1NyEh1x+1vvH7hdTN/BDvm24iUz+QyvxmLr89lcAoLzZ8+xW5WzZxyYTJxKS3rxvf8dhe3MA/5u8gLcLIfQdMUKbM2UZhrZmPJ/YiPcJ4ysdesWKFu/1u/ECcuc34XB2Hyk+u8T+TyIItIyMjcyzW/hvWvQ09b2dXr9t4aO3DxPvEo665i+xKK++N747RV8fNO/MwuVzM7xpHvOFogWps2kZW1gv4+Q0mIf6xo9a3btpMxQsvYOjfj5pL7mL/xkp6XR1DQs8gsjauY9N3X9H5kivocfXRQt8R8mtamPzFFoK9dXw6qReGA9nfOdUm3hvfnQEJAad87NzcXHbu3MmAnv3QrWtBm2DEo++Zb0BysSMLtoyMjMyf+e0N+PXf0O02cgfex7Rf7iNAH0Ca8hF+2WfiuWtT6RHvz/hd+ZTb7MxNi6OL19HPla22SjIy7kOnC6VL53cRhCOfa9vy8yn9xz/QREch3fcSGxbmE9s1gD7XxlJdmM9PM98hNCmFK+6+77RsR2tMNiZ9/gcKQWDWHX0I8NRiOBC2//dN6VzZ+dTF1Wq1smTJEgICAuhSHgQC+N6UeFZsUi925KQzGRkZmcNZ93/wy3RIv4Wyy57g3p/uQKvUclPYS7y8qIrxfaMY2zeKW3fns7/Vyqy0WPoYPY86jMtlIyNjGi6Xme7dZqNWH9ku2FlfT8k99yKo1Xi98l+WzCrAL8yDK+5IxdLSzOI3p6Pz8OSGR545LdvRVpuTybO2UGOyMf+e/sQEuFt6juweTo9o4yk/sz7I6tWrMZlMjO97A661JoyjElD5yqHws8F5OcMWBOE6QRD+19TUdK6HIiMjczGx8QNY/QJ0uYnaK1/mntVTsbgsPNj5P7y+tIYB8f48c20n7tlTxOamVt7rFMVl/t5HHUaSJLKynqO5eRedU9/E0zPpiPWizUbptPtw1tQQ/M57rPq+GkEQuHpqOkqVxNK3X8Pc2MgNjz57WrajzgM9rDPLmvhgfA+6RRrb1mlUitMW64KCArZu3Urfbr0xbGhFm2jEo7ccCj9bnJeCLUnSUkmS7vHx8Tn5xjIyMjJngs0fwYqnIfUGTNe8xdRf7qPGUsO/+rzDS983EGbU8d747jySXcrP9c28kRzJyOBji2lp6WwqKr8jNuYfBAYOP2Kdu3zrKSw7dxLy79f5bbOC5hoLI+7pgneAnjVf/I/SfZkMn/IPQuITT/lyJEnimYWZrMmqYfrINC7vdLRX+elgt9tZsmQJfn5+pFeEgCDge1OSHAo/i5yXgi0jIyPzl7LlU1j+OKRci/WGD3jg14fJbczllYFv8NZSG3aXyCeTevF6aTWLqht5Ni6U2/7UJvMgDQ2byMl9hYCAK4iNfeCo9TXv/pfmH5cT9Ogj7DXHU7ynjsG3JBGe7MvOlT+ya9Vyel9/E50GXXpal/Tfn3P5emsJD1yWwPi+Uad1rGPx888/09DQwPD4gYiFrRivjUNlPDWzFZn2IQu2jIzMxc322fDDPyFpBM5RH/PYuqfZXrWd6QNeYf5aAznVLcy4tQcLTCZml9fxQFQQ90cfe7ZqsZSRkfkAen0snVPfRBCO/Iht/O576j76COOYMdR0uYYdq4rpMiScLkPCKdmbwZovPiK2ey8GjZt4Wpe0YEsJ76x2t8X857Ckk+/QQYqLi9m8eTO90nvgtcmKNskXQ68zO4OXORpZsGVkZC5eds5zN/NIuAJxzBe88McrrC1dyzN9n2F3Viw/76/mxetS2a2V+G9xNRPD/Hk67tjOXS6Xhd0ZU5AkB13TP0SlOvL5cOumTVS88AIeAwYgTHyQtXOzCE8yMujmRLft6NuvYQwO5Zp/PIZC0fGGGwdZk1XNUwszGJwYwL9vSjvjIWqHw8HixYsxGo10rwoHpSBnhf9FyIItIyNzcbL7G1g0DeIuQRo7hzd2/JcleUu4r9t9CC0D+Oi3fCb2j0aI9uLlvHJuCDLyWlLEMYVJkiT27XuSlpZ9dOn8LgbDkS2AbXl57u5bMdH4vPQfln+yD4OPhivv6YLLYWPxGy8julzc8NhzaA0ep3xJGaVN3PfldlJCvJh5W0/Up9AW82SsXbuWuro6rogbgFRkxnhtPCofORT+VyALtoyMzMVH5vew8B6IGQS3fMUn+79k7r653NbpNrp7jeGZhRkMSgigR98wHssq4TI/L97rFIXyOLPI4uL/UVW9jPj4x/D3v+SIdc66OkrunYKg1RL63kxWzsnHbnVxzbR0dAYVP814h9qSYq598HH8wsJP+ZJK6s3c8cUWfA0aPr+9N57aM1+1W1ZWxoYNG+iW2hXfLQ50KX4Yegad8fPIHBu5DltGRubiYu8S+O4uiOwL4+azoGAZ/93xX66Nu5ab4+7jxhkbiPQzcPPViUzbX0IfHw8+6RKL5jjdserqfiU37w2Cgq4hOuqeI9aJVqu7fKu2lqhZX7B+TTPVRSaumpKGf7gnG7/9ipzNG7jktjuJ6dbzlC+pvtXOpM/+wOESmX9PX4K8z3wdtNPpZNGiRXh5edGzJhKUDnxHJcih8L8QeYYtIyNz8ZC1HL69A8J7wq3f8FPFOqZvms6QiCE81vM57p69DVGCf4zuwj9ySkj20DE7LRbDcULLZnMBmXsewtMzhdRO/z5CvCRRpPzJp7Ds3k3Y66+zv9JI9h9V9L0+lrhugeRs3sCGb74kdchl9Lz2xlO+JIvdxV2ztlDaaOHTSb1Ou7b6ePz222/U1NRweWx/hBILxuvjUHrLofC/ElmwZWRkLg5yVsGCiRCSDrd9y4baDJ76/Sm6B3Xn34P+w8PzMymobeXxsV14vLicMK2Gr7rG4aM+diDS6Wxhd8ZUBEFJetqHKJVHWpPW/N+7mH76iaBHH6U+rAcbF+UR3yOInlfFUFNcyPIP3iY0IZlhd99/yrNUlyjx4Pwd7Chp5L+3dKNXjN8pHedkVFRUsG7dOtKSO+O/TUTXyQ9DdzkU/lcjC7aMjMzfn9yfYf6tENQJJnzPLlMhD619iHifeN67/D3eWVnEr9k13H9dCq/V1eOlVPJ1t3gCNce2BJUkkT17H8FszqdLl/fQ6yOOWN/47bfU/e9/GMeOhavGsvLTPQREeHL5pE5YTM0s+s/LaAwGrn/kaVSao7t7tQdJkvjX0j2s3FvFC9emMqLL2ek77XK5WLx4MQaDgd510QhqBb43ylnh5wJZsGVkZP7e5P8K88dDQBJMWESutY5pq6cRoA/gw2EfsmxHI5+tL2DMoGjmSBZEJL7uFk/EMdpkHqSg8H1qa1eTmPA0fr79j1jXumEDFS/+C4+BAzH+8wmWz8xApVZw9dR0FEqJZe/8m9bGem549Bk8/Y5tvtIePvw1n9kbi7hnSBy3D4w9+Q6nyPr166msrOSy2H4oSm343hCP0vvUbjJkTg9ZsGVkZP6+FK6Hr24B31iYuIgy0cK9q+5Fq9Tyv2H/I7scnl+cSf+UQDYGKGl2upjfNZ6EY7TJPEhNzUoKCt4lNOQmIiImHbHOlptL6YMPoY2NJfStt1n5RRameitX3ZuGl5+OtbM/pmRvBsPveYDQhORTvqxFO8p4/af9XNc1jCdHpJzycU5GdXU1v/76K6kJKQTtAF2qP/qugWftfDInRhZsGRmZvyfFm+DLMeATAZOWUKuAe1beg8Vl4aNhH+Gw+TJ17naigjyoSfWm1GZndnoc6cdok3mQlpZs9ux9FG/vriQnv3xEWNhZW9tWvhX54Uw2raykdH8Dl4xPJjTByO7VP7FzxQ/0vPZGUodcdsqXtT63lse+3UX/OH/eHJOOQnF2QtMHQ+FarZa+DbEoNEp8b5Szws8lsmDLyMj8/SjdCnNHg3coTFqKSaNn6uqp1FhqmHH5DIJ0MUyetQVBCboBIew3W/mkSyz9j9Em8yAORxO7M6agVBpIS5uBUnkoQ1q0WCiZdh/OujoiZ84gp1Bg9y+lpF8WQerAMEr3ZfLzZzOJ6daTIbfefsqXta+imSlzthEX4MmHE3qiVZ26I9rJ2LRpE2VlZQyN6YuyzI7xhniUXnIo/FwiC7aMjMzfi7LtMGcUeATApKVY9UYe+OUBchtzefvSt+nin87987ZT3GAm8ooodrRaeK9TNFcco03mQSTJxZ49D2G1lpOW9gE67aEWkpIoUv7Ek1gzMgh74z806iP5dV4WESm+DLwpgeaaapa8/Ro+QSGnZTta1mjh9s//wEOr4vM7euOjP/Ue2SejtraWNWvWkBSbQMguBfou/ujT5VD4uUYWbBkZmb8PFbtgzo2g94FJS3F6BvHYr4+xvWo7rw56lUHhg3h52V5+y6kl5coYtlis/DspghuP0ybzIHl5b1FX/xvJSS9i9DnS4KTmnXcwrVxJ0GOPIfQczPKPMvDy03Hl3V1wOewsenM6LoeDkY8/h87j+DP4E9FkdnD7Z39gtrn44s7ehBn1p3Sc9iCKIkuWLEGlUtGvKR6lToVxpBwKPx+QBVtGRubvQdUemD0SNJ4waRmiTzgvbHihrZnHVbFXMWdjIV9sLCL58ki2Ou08HRfKpPCAEx62smopRcUfER5+K+HhtxyxrmHBAuo+/gTjLTfjNX4CP87cjdMhcvW0dLQGFT/N/D9qigq45sHH8AuLOM4ZTozN6eLuOVspqjPz0cSepIQcPxJwJtiyZQvFxcVcGt0HTbkT4w0JKD3lUPj5gCzYMjIyFz7V+2HW9aDSwe1LkYxRvLn1zbZmHjen3My6nFpeXLqXyL4h7FaJTIsM4oGoE5t/mEx72LfvSXx8epGU+OwR61rWr6fyXy/hMXgwwc88wy+z91Nb2sLwyZ3xC/Vg88IFZG9ax+Bxk4jr3vuULksUJf65YBd/FNTzxph0BsSf+ObidGloaGD16tXER8YSnqlGnx6AQQ6FnzfIgi0jI3NhU5sDs64DhQomLQW/OD7J+IQ5e+dwa6dbuTf9XvJqWpj25TZ8Uv3INSq5NdSP5+JDTxjmtdvr2L17Cmq1kbS0D1AoDs0ybTk5lD34ENr4eMLfeZvtq0rJ215N/5HxxKQFkLtlE+u/nkOnQZfS+/qbTvnSXv1xHz/sruCpq1K4odupNwY5FlnrMvjuvS8RXSLgNmJZsmQJgiAwwJSIUqfGeH38GT2nzOkhN/+QkZG54LA7RT5Yk0tXjzou23gHIMGkJRCQwIKsBW3NPB7v/ThNFgd3zdqKPcxAdbiO6wKN/Cc58oRiLYoOMjIfwO6oo2ePr9FqDs1snTU17vItvY7ID2dSlGNh85ICkvoE0314FLXFhfz4/lsExyUy7N4HTvnZ76frCvhkXQG3D4jhniFxp3SM47Hjx40s3bwSUZAY3mDCK8CHbdu2UVBQwBUJA9BmujDemiSHws8zZMGWkZG5oKhssnLfvO1UF+9nkuFV0IowaRkEJvNT4U9tzTxeGvgSLhGmfbmdQrWELdGLoX5efJB6/DaZB8nJfZXGxs2kpr6Ft3da2/K28q2GBqLnzKFZ8mbVF9sIivZi6G0pWFtMLHpzOhqdjhseewa15tSaY/ywu4LpP+xlROcQnrs29YwmfK3/+mdW7/0dBQpAAqCpqYmVK1cSEx5F9D49+q6BGNLObvhdpuPIgi0jI3PBsCG3lge+2oHF4eIT7edoJStMXA7BqWwo29DWzOPNS95EJah4ZnEmvze2IPUKoKe3B590iTlum8yDlJd/S2npbKIiJxMaMrJtuSSKlD/+BNbMTCLefw9iEvnhta1odEqumpKOQgnL/u91WupqGfvCv/HyOzXB+6OgnocX7KRnlC//d0s3lGfIGEWSJH7+fBnrircRZQghKjSCdflbQYKlS5ciSRIDWxJR6uVQ+PnKRfMMO8NkZrfJfK6HISMjcwqIosSMtbnc9ulmjAY1S+4fSJCylRxdFwhJY1fNriOaeehVemZtKGTu/kqkngEkeeiYkx6Lh/LENdBNTTvZn/Ucfr4DiY9//Ih11W+9hWnVKoKeeBzDpUP56aNMzE12rpqShqevlrVzPqE4cxdX3H0/YUmnZheaU2XirllbiPDV8/HEXujUZ8YYRXSKLP1gAeuKt5HkE83Eh+9Co3bXce/ek0Fubi6DInugrwLfGxNQepy9Gm+ZU+cvm2ELguABzADswFpJkr78q84N8EJuOZubWng+Pox7IgLlmkIZmQuEJouDRxbsYvW+Kq5JD+X1m9Lx1KrIPbA+tyGX+36+r62Zh7fGm7VZ1by4NhupXxCRBg1fd4vHeJw2mQex2arJyJiGVhtMly7volAc2r7h6wXUf/oZvuPH4TdpEr99lU15TiNX3N6JkFgfMn5ZyY7lS+lx9Q10ufSKU7rOqmYrt3++Ba1ayaw7+uDrcWaeHzutDr5/fx57WwpID07mhnvGojzsxmXNurVEhIQTt98TQ7dA9J3lUPj5ymnNsAVB+EwQhGpBEDL/tHyEIAhZgiDkCoLw5IHFo4BvJUm6G7j+dM57KjglCUlyC/e9e4todbr+6iHIyMh0kL3lzVz//jrWZlXz/LWpvD+uO57aQ0Jao3By76p70Sg0/G/Y/wjQB5BbbWLawt04ewfir1OzoFvCcdtkHkQUbWRkTMPpMtE1/SPU6kNGKi3r1lP50kt4DBlM8NNPs+e3MjJ/K6P7sCiS+4VStn8vqz+ZQXR6dy657c5Tuk6T1cHtn2+h0Wzn89t7E+l3fD/zjmBvtjDvnc/Z21JAv7ju3DjlliPEGgAJBrcmo/SQQ+HnO6cbEv8CGHH4AkEQlMAHwFVAKjBOEIRUIAIoObDZOVHLAUZPnokLZVl1I1dtyyHXbD0Xw5CRkWkH324r5cYZ67E6XMy/px93Doo9IjLWqJB43bcWi8vCh8M+JMIrgoZWOxO+3EZTV188Doh15AnaZIL72W5W1os0Ne8gtdMbeHoe6qJlzc6m7MEH0SYkEP72O5Tnmfj96xyiOvvT78Z4mmtrWPL2q3gHBnLtg0+gOEnI/VjYnSJT524np8rEjNt60iXcp8PHOBbmmmZmvfsp+bZyLksfxIiJN/wpsuj+ul9wOh41Ar43JqIwyKHw85nTEmxJkn4D6v+0uA+QK0lSviRJdmA+cANQilu0T3heQRDuEQRhqyAIW2tqak5neMc4NjwQHczXXeOpdTgYsTWbH2saz+g5ZGRkTg+b08XTCzN49JtddI8ysuyBwfSK8Tu0geiCnV/xuZ+ZBqXIjMtnkOSbhN0pMnneNooSPNDoVXzdLZ4kj+O3yTxIWdk8yisWEBM9jaCgQ/MPR3U1JVOmoDAYiPxwJq1WBT/9LxPvQD3D7+qMy2Fj8ZvTcdptjHzseXSeHbcdlSSJJ7/bzbrcWl4blcYlSWfGpKSpqJbPZ3xKubOOa/oPZ8ioo8P0CYHR9HbEk5RvxNAjCH3qqffmlvlrOBtJZ+EcmkmDW6jDge+BmwRBmAksPd7OkiT9T5KkXpIk9QoMPDsOO4P9vFjVK5lEg447Mwt5Ja8cpyidlXPJyMi0n9IGM2M+3Mi8zcVMuSSeuZP7Euh1oDRKFCHze5jRDxZNoVSlIUCMpVtQN7fwLcpgY6AShaeauV3j6OZ98rByQ8MfZOe8RID/ZcTFPdy2XDSbKZ12H66GRiI+nInkG8gPM3YjSRLXTEtHo1Oy4sP/Ul2Yz9UPPIZ/ROQpXe8bK7L4fkcZjwxLYkyvUzvGn6nZV8bnn39OvWTipitvoPeVA465nbfek66uGFTeWozXntk6b5mzw9lIOjtWNpckSVIrcMdZON8pEa7TsKhHAs/llPFecTU7TWZmpsYQoJEr3WRkzgW/Ztfw4PwduFwSH03oyZWdD3TEkiTIWg5rXoGqTAhMgbFzKN04E4PS7av94e/5zMcK3lo+S4tloK/XSc9ntZaTkXkfen0UnTu/jSC45y+Sy0X5E09g3bOHiA/eR9cpleUfZdBQ0cq1D3TFGGxg86JvyNrwG4NumUh8zz6ndL1zNhUxY20e4/pEcf9lCad0jD9TtiWPr5Z9g01wMn7UzcSnJx93W+FABrrvKDkUfqFwNtSpFDj8VjECKD8L5zlttAoF/0mOpLu3gSezS7lyaxYfd4mhh7fHuR6ajMxFgyhK/PeXHN79OYfkYC9m3taT2AAPt1Dn/QK/TIfy7eAXB6M+gS6jQKFE2vQhAKv2VTK9ohoxSM/7KVEMDzj5M2CXy8rujCmIop30tI9QqQ4JfPWbb2FatZrgp5/C67LL2Lwkn4JdtQwak0hUqj952zazbv5skgcMoc/IMad0zSv3VPLC4kwuTwni5Rs6n5GqlfxfMlnw62JQCEy6dSIRCVEn3F7fLRBViAFt1NltJiJz5jgbgr0FSBQEIRYoA24Bxp+F85wxxoX609lTz+TMQkZuz+WVpHBuC/WXS79kZM4yDa12Hvp6J79m1zCqeziv3JiGXqOEwvVuoS7eAD6RcP170HUcKI+cCbbandy1swBXiJ4X40IZHep3nDMdQpIk9u9/GpNpL13TP8bD41A4uGH+fOo//xzfW2/Fd8IEcrZWsfXHQlIGhJJ+WQR1pcX8+N6bBMXEceWUf5zSZ8T24gb+MX8HaRFG3hvfHZXy9J9M7l28hYXbf0Kr0jDxztsJCg8+6T4KjVIW6wuM0xJsQRC+Ai4FAgRBKAVekCTpU0EQ7gdWAErgM0mS9nTwuNcB1yUknJkwUXtI9zKwolcS9+0t4rGsUrY3m3k1MQL9GfhnkpGROZqM0iamzN1GjcnG9JFduLVvFELZNrdQ568BzxC4+k3oMRFUR1t8OpU+NPhei8OoZ1poAFOiTy5SAMUln1JZtZi4uH8SEDC0bXnL779T+fJ0PC4ZQvBTT1Jb0sIvs/YREufNpeOSsbW2suiNl1FptNzw6LOotSdPaPsz+TUtTP5iC8HeOj6d1AvDaT6Ck0SJ7fN+48ecX/HWeDBpyp0Y/U/c21vmwuW0/lokSRp3nOU/Aj+exnGXAkt79ep196ke41TwU6uYmx7HmwWVvFNUxR6ThU+6xBClPzU/YBkZmaORJIn5W0p4YfEeAjw1LJjSn26qYvhqHGQvB4M/DJ8OvSaD5ujEMUmS+KysluqoJwAYZfTmueT2dbKqq19Hbu7rBAVeRUz0tLbl1qwsyh56GG1iIuFvvY3FLPLjzN3oPNWMuDcNQSGx7N3Xaa6pYezzr+Id0PGE2BqTjds/34IgCMy6ow8Bnqf3uSK5RDZ8spLV5ZsJ9PBl0rTJeHjKj/P+zsgZVn9CKQg8ERdKd28D9+8r4sqt2cxIjWaovxw6kpE5XawOF88uyuTbbaUMTgzgvWEeGDc+CHsXgc4HLnsW+k4B7bGTxmrtTh7eX8yqumYAgh05fNBtdLtC02ZzEZmZ/8DTI5FOnV5v28ddvjUVhYcHkR/OBK2e5e/swNriYNRjPfHw0bJ29scU7d7B8Hv/QXhKaoevu9XmZPKsLVSbrHx1dz9iAk5PWEW7i19mLmFdwy4ijaHcOnUSOl3HZ/wyFxayYB+H4QE+rOiZzOTMAsbvzufx2BAejA5GIT/XlpE5JYrqWpkydzv7Kpp5boCeO5yfovj8G1AbYMhj0P9+0BuPu/+v9SYe2FdEo8PF9MRwVuy4jxBDMIJw8sQvp7OV3RlTAIH09A9RqdyCKZrNlE6dhqupiZi5c1AFB7Nmzn4q85sYfldnAqO8yFy7mm0/LKb7iOtIu2x4h6/b6RK5f952Msua+HhiL7pHnV7I2tliZ/mMb9lmziYxOIaxd92KWi1neV8MnJeCfS6eYR+LWIOWZT2TeDyrhNcLKtnebOb9TlH4nMSTWEZG5khW763i4QU7CaOWDam/ErbzO1CooP99MPAh8Di+f7VdFHktv4KZJTUkGXTM7xpPgMLEV9Y6Qgwnf24tSRJ79z1Ga2su3bt9gV7vzp6WXC7KHnsc67597vKt1FR2/VLCvg0V9LwqmsRewZRn72P1x+8T1aUrl068q8PXLUkSzy7KZE1WDa/c2IXLO7XvOfvxcNRbWDRzPnscRaTHpnLDbTcdbTUq87flvFSec/UM+1gYlAre6xRFD28Dz+eWceW2bD7rEkuqp/5cD01G5rzHJUq8vSqLBWu28YpxOdfZVyAUStDrThj8CHiFnHD/PLOVqXuK2N1iYWKYP8/Hh7I8fyFvb30bh+jghoQbTjqGwsIPqKlZQWLCM/j5DWxbXv2fN2j5+WeCn3kGr6FDKdlbz/pvcojtGkDf6+Iw1dey5K1X8fQP4NqHTs129L8/5zJ/Swn3D03g1r7RHd7/cKxlzXzz6VfkiRX07dyTEaOvlStZLjLOS8E+3xAEgTsjAknzMnB3ZiHXbMvmzeRIbgo5eQmJjMzFSm2LjWe+XEv3ktms169CbXMidL/VHf42nrhGWJIkvqqs55nsMnQKgc+7xJCqbeKB1XeztWorvUN680L/F4j2PrEI1tT+TH7BO4QEjyQy8pBvU/28edTPmoXvbbfhN+E2GqvMrPgkE99QD664IxWn087iN17BbrUy+tnp6L06nsOyYEsJ76zO5qYeETwyPKnD+x+OKaeWr7+cTym1DO07hEuuuuy0jidzYXLRCPb9UUGn/fy5t48HK3slcc+eQu7bV8z2ZjMvJIShUcilXzIyh7Mrp5CtX03nbddSDCobQtpYuOQJ8D95N6hGh5PHskpZWtPIQKMn76SEsTJ3Hs/unIlWqeXF/i8yKnHUSWeXra157NnzT7y80khJeaVt+5Zff6Vq+it4XnopwU89ic3i5MeZu0GAq6emo9YqWf7+/1GVn8MNjz5LQGTHZ8Zrsqp5amEGgxMD+PdNaac1E27YWcZXCxdQIzRx9WUj6DOk3ykfS+bC5qIR7Pa4H7WHIK2ab7olMD2/nI9KathtsvBxlxhCtHLSh4yMZDOx/Zv/EJ/zKV2FVprirka46gUISmnX/psaW7hvbxFVdgfPxIVyqUctj6yexP76/VwedTlP932aIEPQSY/jcDSzO+NeFAot6WkzUCrdGdTW/fspe/ifaFOSCX/rTSRBwarPdtNYbeH6B7vhE6hny5Lv2LduLQPH3kZC746LY0ZpE/d9ub3NtU19Gl4OVb/nMX/VQpoUZkZddyNpPbue8rFkLnwuGsE+k6gVAv9KCKeHt4GH95cwbGsW/+scQ39jx7v1yMj8LXBYsG/+BNuaN+npamSnoR/xY1/FJ7Znu3Z3ihJvFVbyblEV0XoN33aNYkP+F0z4dTa+Ol/eufQdrog+uuPUsZAkF3v2PozFUkL37nPR6cLcQ6w6UL7l5UXkzJkoPDzYuDCXoow6htySRESyL/k7tvDbvC9I6jeIvqNu7vCPoaTezB1fbMHXoOGLO3of0bu7I0iSRMnyPXyz6QcsSjvjbx5HQkriKR1L5u/DeSnY50uW+Mm4IciXFA89d2YUMHpnLs/Hh3FPRKCcCCJz8eC0w47ZONe+gaa1kj/ELlT2/D9GXTcShaJ9/wdFFhv37S1ia7OZm0P8uNGrkpfW3EaJqYRRiaP4Z89/4qNtf4QsP/8d6urWkpz8Mr7G3gCIra2UTJ2Cq7mZmC/nog4OJvuPSravKKbz4DC6XBJOXVkJP7z7BoHRsYyY+lCH/4/rW+1M+uwPHC6R+ff0Jcj71OqiJVEi75ttfLd3JZIKJk2aRGT0iZ/5y1wcnJeCfT5liZ+MZA8dP/VK4sF9xbyQW862ZjPvJEfioZJLLWT+xricsHs+rH0dmorZLSUzUzmFSbdOYHTi8Uu0/sz3VQ08keXuxvt2UhDZRf/jgT++I8Izgk+Gf0Lf0L4dGlZV9Y8UFs0kLOwWIsLdLQwkl4uyRx/Dtj+LiBkfoOvUiarCZn6Zs5+wRCODb07CZm5l8RvTUarVjHzsWdQdNCGx2F3cNWsLpY0WvryrLwlBJ+8Wdiwkp8ieWetZUvwrao2aiZNvJzjk9ErBZP4+nJeCfaHhpVLyaZcYPiiu5tX8Cva3WPksLYYEg+w8JPM3QxRhz/ew5lWoz6Pc0Ikn7U/QHDaEGbf1JMzYvnJHk9PFU9mlfFvVQG9vD8b7lPC/9Q9Sb63njs53MLXbVPSqjpVOmlr2s3fv4/j49CA56YW25VWvv07LmjUEP/ssXpdeSmuTjeUzd2Pw0jDini4ICokf/vsGTdVVjHluOt4BJ39GfjguUeLB+TvYUdLIjPE96B1zatUjos3J9o/XsLxmI14GTybdcwe+vrIvuMwhZME+QwiCwP3RwXTzNnDPnkJGbM3mv52iuDrQeK6HJiNz+kgS7F/mFurqvTgDOvG28QVmVCYxsX8Mz16TikbVvuSq7c2tTN1TRInVztRwL+rLPuDVzFUk+ybz/uXv09m/c4eH53A0sHv3FNQqb9K6zECh0ABQP/dLGmbPwXfiBPxuuxWnw8XyDzOwWV3c9Fg39F4afp37GYU7tzHs7vuJ6NSlgz8WiX8t3cPKvVW8cF0qV6WFdnjsAK4WOxs/XMHPpu0E+vgz8Z7b8fSUc2JkjkQW7DPMIF8vVvVK5q7MQu7MLOSBqCCeiA1F1c7neTIy5xWSBLmr3R20KnaCfwI5g//LrRtDMdlE/u/mNEZ2b1/jDZck8UFxNf8pqCBYo+bBgDIWb30Fm8vGgz0eZFLnSagVHa+2EEUnGZkPYLdX0aPHfLRad2MO09q1VL36Kp5DhxL8xBNIksTauVlUFTQz4t4uBER4sufXn9m69Hu6Dr+G9CtGdPjcH/6az+yNRdwzJI47BsZ2eH8AZ52FXz/6gd9tmUQEhXHb5ImyL7jMMZEF+ywQrtOwqEcCz+WU8V5xNTtNZmamxhBwmq30ZGT+Ugp+cwt1yWYwRiHdMINPm3rz2spcov00zLmrJ8kh7XtWW261c/++YjY0tnCFrwZF1XvMzVlHz+CevNj/RWJ8Yk55mLl5r9PQsJHUTv/Bx9td9mTdt4+yfz7iLt968w0EpZIdq4rJ2lxJn+tiie8eREVuFqs+fp/I1DSGTup4usyiHWW8/tN+rusaxpMj2le29mdsZSZWfbqErWIOCVFx3DxxnOwLLnNczksFuVCyxE+EVqHgP8mRdPc28GR2KVduzeLjLjH08Jbb38mc5xRvhjXT3YLtFQbXvoOp0808vnA/yzNzGNE5hDfGpOOla5+w/FDTyCP7S7CLEqO9itiY+TIahZrn+z/PTYk3oRBOvU65ouJ7Sko+IzLidkJDbwLAUVVFyZSpKL29iZz5IQoPD4oy69j4fS7xPQLpdVUMLfV1LH7zFTyMflz78JMoVR37KFyfW8tj3+6iX5wfb45Jb3dG/OFYchv4Yc5CMoViuiSlcuPNsi+4zIkRJEk612M4Lr169ZK2bt16rodx2uw2mZmcWUiVzcErSeHcFuovl37JnH+U74Q1r0DOSvAIdHt997yD7HoHU+Zso6jezJMjUrhrcGy7/n5bXS5ezC1nTnkdyXoB79oZFNZtYGjkUJ7p+wzBHqee/WyzVZGV/S9qalbga+xHt25foFCoEVtbKbxtAo6iIqLnfYkuJYWGyla+/fdWvAL03PRYTwTBxdf/epK6kmLGTX+TwKiYDp17X0UzYz/cSJhRz4Ip/fHRd3xG3LKrisXfLSJHUUHvbr246vqrUciOiTKAIAjbJEnqdax15+UM++9GupeBFb2SuG9vEY9llbK92cyriRHoT8MBSUbmjFG1F9a+CvuWgs4IV7wIfe4BjQeLd5bx5HcZeGhVfHlXX/rF+bfrkJkmM1P3FpFrttFPU0xB9r9A68mbl7zJ8Ojhp3TDKkkSTU3bKCmdTU3NCiTJCUCXLu+hUKjd5VuPPIotK4vImTPQpaRgbXXw48wMlGoFV09NQ6VR8NOMd6nMzeb6R57usFiXNVq4/fM/8NCq+PyO3qck1g3rS1j402KKlbVcOmgIl1w+VL6Bl2kXsmD/RfipVcxNj+OtwkreLqxij8nCJ11iiNJrz/XQZC5W6vJg7WuQ8S1oPOGSJ6H/NND5YHeKvLI4k1kbi+gd48sH43u0ywhElCQ+Lq3hlbwKPJUiiS2fk1e/hpEJI3m016MdMkA5iMtlpapqGaWlszG17EGl8iIiYiIBAZfh6ZGIRuMuo6r69+u0rF1L8PPP4XnJJYgukVWf7qG51sIND3fH21/P1mUL2fvbL/QfPZ7EPgM6NI4ms4PbP/sDs83FN1P7t7uE7SCSJFHzUy7fb/yBSmUjVw0fQd8Bsi+4TPuRBfsvRCkIPB4bSjcvAw/sK+bKrdnMSI1mqH/HOwHJyJwyDUXw239g51eg0sLAB90vg1v4yhst3DdvOzuKG7l7cCyPj0hplx92tc3Bg/uLWVNvIkZRganwJQwGH14f9j/6h/Xv8DCt1nJKy76kvPxrHI4GPDwSSU5+mZDgG1CpjswFqZ89h4Y5c/CbNAm/8W7DlA0L8yjeW8/Q21IISzBSuHMbv839nMS+A+h/0y0dGovN6eLuOVsprGtl1p19SAnp2P+sJEqUf5vJ95kraVC0MOrGUaR3Te/QMWRkZME+BwwP8GFFryTuzChg/O58Ho8N4cHo4NPuJiYjc0KaK+D3N2HbLBAEd9h78D/B85BRyPrcWh74agc2h4sZt/bg6nbWFa+ua+ahfcU0OR2Emr7D3LiUOzpNYFq3aRjUhnYPUZIkGhs3Hwh7rwIgMOByIiIm4uvb/5ihY9OaNVT9+994XnYZQY8/BsC+DRXsWl1C2tAIUgeFUV9exrJ3/0NAZBQjpj2M0IHnxaIo8c8Fu/ijoJ53b+nGgPj2O7kBSA6RwjnbWFS4hlaVjVtuGUdS0um125S5OJEF+xwRo9eyrGcSj2eV8HpBJdubzbzfKQoftfwrkTnDtNTA+v+DLZ+A6ITuE2DIo+AT0baJKErM/DWPt1ZmER/oyYcTehIfeHLjDqtL5JX8cj4urcVIA54VrxPn6cG/rv6SLgHtNyFxucxUVC6itHQOra3ZqFRGoqPuJjz8VvT649d5W/fupeyRR9GlpLSVb1XmN7F23n4iUnwZNDoBm7mVRW+8jEKp5IbHnkOj61go+9Uf9/HD7gqeuiqFG7q1r+b8IKLVSfYnm1ha8ztOjcSECROJju54u04ZGThPBfvvUNbVHgxKBe91iqKHt4Hnc8u4cls2n3WJJdWzYx8oMjLHxNIAG96DTR+C0wLpt8Alj4PfkQYfTWYHj3yzk9X7qrm+axivjUrDox1dprJarUzbU8ieVis+rWsxNHzF1K53cXuX29ttgGKxFFNaOpfyim9wOpvx9EylU8q/CQ6+rq0l5vFwVFa6y7d8fIiYOROFwUBLg5UfP8zA01fHlXd1AeGA7WhVBaOfnY5PUMcy0z9dV8An6wq4fUAM9wyJ69C+rmY7ez/+nWXNm1DpVNxxxyRCQkI6dAwZmcM5LwX7Qmr+cboIgsCdEYGkeRm4O7OQa7Zl82ZyJDeFnJofsYwM1mbY/CFseB9sTdB5FFz6FAQeHYbdU97E1LnbKW+08K/rOzOxf/RJM5YlSWJOeR3P5ZYiuSx413xAP28lL14/n1ifk7t9SZJEff06SktnU1u3BkFQEBh4JZERk/Dx6dmujGmH1cpvTz6K3mWnx8dfoA4OwmF38ePMDJx2Fzc81A2dp5rf5n1BwY6tXD55GpGpaSc97uH8sLuC6T/s5crOwTx3bWqHMrkdtRZ2/m8NK23bMHh6MPHOSfj7ty/DXkbmeJyXgn0x0tvHg5W9krhnTyH37Stme7OZFxLC0Mi1mTLtxW6GLR/Duv8DSz0kXwNDn4aQY4emv9lawrOLMvE1aPj63v70jD55o4l6h5OH9xWxos6EzrqHwKZZPNZtMmOSx5zUAMXpbKGi8ntKS+dgNuejVvsTEzON8PDx6LTtm3m6nA4yfl7Jxu++wmxpJCw2ggHJyUiSxJrZ+6gpMXH11HT8wzzZ9/satiz+lvQrRtBt+NXtOv5B/iio5+EFO+kZ5cu7t3RH2QFjFHupiS2f/czP4i78/fyZcMdEvL3lxFKZ00cW7POIIK2ab7olMD2/nI9KathtsvBxlxhCtLJVocwJcNpg2xfw+1vQUgXxl8Nlz0B4z2NubnW4+NfSPXz1RwkD4v3577juBHievLxwXYOJKZl51DlceDTO5yofK89eN5sQjxOLbWtrPqVlc6io+B6XqwVvr3RSO71JcPDVKBTtK2uURJH9G35j/YK5NFVVEp7SGbGxsW399hVF5Gytpt/IOGLTA6jMy2HlR+8R0akLl91xb7vOcZCcKhN3zdpChK+ejyf2Qqduv/uYNaeB9XNWsU6xl7CQMG6deBsGQ/uT7mRkToQs2OcZaoXAvxLC6eFt4OH9JQzbmsVHqTEM8JU798j8CZcDdn4Jv74BzaUQPRDGfAHRx68vLqk3M+3L7WSUNXHf0Hj+OSz5pLNHhyjxWn4pM0pqUToqiTLN4V89JnJlzJXHDRNLkkhd3VpKSmdTX/87gqAmOOgaIiIntvl9twdJkijYuZV1X82mpqiAwOhYRj35IjHdevLxzSMRESjYVcOmxfkk9g6mx5XRtDTUs/jN6RiMRq7751MoVe2/4a1qtnL751vQqJTMuqMPvh6adu9r3lXN2m9X8ocyl7joWG65dRwaTfv3l5E5GReNYN81awsalYIZtx571nG+cUOQLykeeiZnFjBmVy7Px4dxT0Sg7IgkA6LLbXay9jVoKIDwXnDD+xB3qbtc6zisyarmofk73eYmE3sxLPXkCVgFZhuTdu0l2yqga1nLWGMDTw+ZgVFnPOb2DkczFRXfUFo6F4u1GI0miLjYhwgLH4dW07FyqLL9e/n9q1mU7d+DT3AIV//jMRJ6DiBvZy0L39pOi8ofOxpWfbaXwEgvLpuQgsvpZMnbr2JtbWHcS29g8G6/UYvJ6uD2z7fQaLbz9b39ifRr/8y4+fdSVq9YxW5VEakpqYwaPQpVB/3JZWROxkXzF9VodqBVX1jPg5M9dCzvmcRD+4t5Ibecbc1m3kmOxEMlNwi4KBFF2LcY1rwGtVkQnAbjvoakK08o1C5R4t2fc3jvlxxSQrz58LYeRPufuAmNJEnMKavgmZxynC4rMeZFvN1zFAPCjz17b2nJorR0DhWVixBFCz4+PYmPf4TAwCtRdLBlZk1xIevmzyZ/2x94GH25fPI0wpIHsH9jNeu/24jN7MQnSI8giTjQ4KFVcvXUNJRqBSs+fI+K7P1c9/CTBMW0P6vb7hSZOnc7OVUmPr29N13C2yf0kiTR+FMBP61fTZaqnJ7de3LNddfIvuAyZ4WLRrBVSoFtRQ08/u0uRnYPp1+s/yl12Pmr8VIp+aRzDB8UV/NqfgX7W6x8lhZDgkHul3vRIEmQvcLdQasyAwKSYcws6HQ9nEQY6lvtPPT1Tn7LrmF0zwimj+xy0meyTQ4nd+zczoYWDWprDnf5VfPUJS8dZYAiik5q636mtGQ2DY2bUCg0BAdfT2TERLy8Onf4MpuqK9mw4Ev2rluLVm+g/5gJeAb0IXtzHeu/345CJRDfPYiEcBu6dYv4RnQiKSWumpKGp6+O7T8uZs/a1fS76RaS+g1q93klSeLJ73azLreWN0anc0lSYPv2c0nUfLef5RlrKFBVM3jQYC67/DI5CiZz1rhoBPv5azvz2foCfsyoZMHWUkJ9dNzQLZwbu4e3u6fvuUIQBO6PDqabt4F79hQyYms2/+0UxdWBxnM9NJmziSRB/hr45RUo2wq+sXDj/yBtNChOHmXZVdLItC+3U2Oy8dqoNG7pHXlSMVlVXcaUPQW0Snoibb/wcc8r6BY07ohtHI4GysoXUFY6F6utHJ02jPj4xwkLHdPm690RWhsb2LxwAbtWLUehUND5kmtR6fuQua4Zh7UA3xADA66PJLR2G+aF72Hbtw+7ToeuSzKeoTpC4nwo3L2DtbM/JaF3PwaMHt+h87+5Movvd5Txz2FJjOkV2a59RLuLyrmZ/FDwK2XKeoYPH86AAR3zJpeR6SjnZXvNw4xT7s7JyTmjx7bYXazeV8WiHWX8ml2DU5ToFOrNjd3DuL5rOCE+5/fMtcxq567MQnaYzDwQFcQTsaGoLoBIgUwHKdoAv0yHovXgHeE2POk2HpQnDy9LksS8P4r515K9BHppmXlbD9IjjCfcx+ESmbbzN5Y2eaN01XG7XxUvdrsZ9WHnM5n2UFI6h6qqJYiiDV9jPyIiJxLgfzkKRcfv/W1mM1uXfc+2ZYtwOuyEpwzERS8aKgSUagUJPYKID2lF8+tCTCt+QrJY0HbqhHHMaHyuu45505/F09+fSyfexbyn/4mnnz/jpr/ZISezuZuKeHZRJuP6RPLqjWntmh2LZgeln+9gadU6apUmrr/+erp3797h65eRORYnaq95Xgr2Qc52P+y6FhvLdlewcEcZO0saEQQYGB/AyO7hjOgSgmc73J7OBTZR5LmcMmaX1zHY15OZqTEEaM7PscocSW51C+/+nINRr+blkceojy7b5p5R5/0MnsEw+FHoOcndpKMdWOwunlmUwffby7gkKZD/u7nbSTOdt9QWMWn3XuqFUEJde5ndvS9p/vEAiKKDmpoVlJTOpqlpGwqFntCQkURETMDTM7nD1w/gtNvZufIHNi9agNVkwhjaFbujF6LLB/9wDzr19CW4cjPmhQuw5eSiMBjwvuYajGPHouvSuU1U5zzxIBqDHnNTE+amRm599R2Mwe13Elu5p5Ipc7cxNDmIjyb0RNWOBifOJhuFn2xhWfNGTEorY8aOISUl5ZR+DjIyx0IW7HZQUNvKoh1lLNpZRlGdGZ1awbDUEG7sHsbgxMB2dSv6q/mqoo4ns0sJUKv4uEsMPbxPnEgkc+4oqTfz7s85fL+9FFGCcKOe9U9edmiDykxY8ypk/QB6Pxj0MPS+CzTtz1QurG1lytxtZFWZeOjyJB64LOGEeRou0cXjO5YxrzEQEBjvW88b3a9CISiw2WspL/uKsrKvsNmr0OuiiIi4jdDQ0ajVHW+RCSC6XOz57Wc2LJhHS30tWs84JKE/GkMoib2CifNrRLV2IS0rVyDZ7ejS0jCOHYP3VVej9Dz6b3vOEw9SXZiHoFAw+pmXierS/nKx7cUNjP94E8nBXnx1Tz8M7bjhdVSbyft4M8vsm7FrRMaNH0ds7Mmd3WRkOsKJBFuelh0gNsCDh4cl8dAViewoaWTh9jKW7S5n6a5y/D00XNc1jJHdw+ka4XPeJJWMC/Wns6eeyZmFjNyeyytJ4dwW6n/ejE8GqputvL8ml6/+KHbb0A6MpbCulX0VJvcGNdnu8qw934PWB4Y+C/2mgLZjeRUr91TyyIJdKJUCn9/em0uTg064/c7aLO7YsZkKVTp+QhWzu3aml39/mpp3UVoym6rqH5EkO35+g0mJmI6//yUIwqlVJ0iSRM4fG/h1ziyaa8pRqEJQe44mMC6VTj2MBJWsp/Wr/2ApKEDh6Ylx9GiMY8ega+fMdeikuzsk1vk1LUz+YgvB3jo+vb13u8TaVtxM1ucbWS5tA72S2yfeTlhYWLvPKSNzJpBn2CfA7hT5LbuGhTvLWLW3CrtTJDbAg5HdwhnZPeykpTF/FQ0OJ9P2FrGm3sQtIX68lhSB/jyMCFxMNLTa+fC3PGZtKMTpkhjbO5IHLksg1EfPo9/soihnD990+h12zweVHvpNhQH3g/7k9qCH43SJvLkymw9/zSM9wocZt/Ygwvf4s3K7y84L279kdkMoLlUQ1xpbeT+tFw11KygtnU1z8y6USg9CQ0cRET4RD4+ONbz4M7lbt7Hmi89prilEUPih9R5Mp0EDiTfWo/zlO0yrfwaHA3337hjHjsV7xJUo9O17Bv37vC8AGDRuUrtvUmtMNm6auYEWm5Pvpw4gJuDk/8OW/fXs+XIDK5U70XnqmXj7JAICOlZTLiPTXuSQ+Bmg2ergp4xKFu4oY1NBHZIEPaKM3NgjgmvTQjvkiHQ2cEkSbxVW8nZhFemeej7pEkOUvn3PPWXOHCarg8/WFfLJ7/m02J2M7BbOQ1cktt3cSZLEG588zNDa+fR2Se6w96CHwaPjAlBjsvGPr3awMb+O8X2jeOG6VLQnqNHfVrWDKdtWUaK7DA/Bzn8TjaTYf6KsbD4ORx0GQxwRERMIDbkRlerUKyckSSJz7Q42fDOHlrocELzwi7yMHpcOIKhoA60Lv8FRUoLCxwfjyBswjh6NNjHxlM/XXlptTsZ9vInsKhNf3d2P7lEnvzlq3VbFru838LM6A6OfLxMnTcTH59QeCcjItAdZsM8w5Y0WluwqZ+H2MrKqTKgUApcmB3Fj93Au7xTUIe/hM83K2iYe2FeMApiRGs1Qf7npwF+B1eFizsYiZqzNpcHs4MrOwfxzWHJbyaAoiawpXsOnmZ+SUZtBuMPFT2N/Bu/QUzrftqJ6pn25nUazg1duTGN0z4jjbtvqaGX61pnMbQzFoetMX30DjxuWYatbhiS5CPAfSkTERPz8BiKcpIHHibCY7GxfsYudPy3AatqHoNATnjqMPp3jUa9ZhOmXNeByYejTB+OYMXgNH4ZC+9fcVDpdInfP3sqv2TX8b0IvrmiHy5vp11K2rtjAb5p9hIaEcOuE2/DwOD+iajJ/X2TBPktIksS+ChOLdpaxeGcZVc02vLQqrk4LZWT3cPrG+p0Tc5ZCi407MwrY12rl8dgQHowORnGaz7UlScLmFDHbXZjtTix2F8E+Orx1F3djErtTZMHWEt77JYeqZhuDEwN4dHgyXSONADhcDpblL+OzzM8obC4kwjMCsakGp2Th58l7Onw+SZL4YkMhr/ywj3BfPTNv7Ulq2PFvyn4r/Y1Ht31LqccYlEodd2uWMcA2F7XKi7DQsYSH34rBEH2ql48kSpRmN7Br9T7ytvyA05qBoFATl34JPXRgW7oYZ3kFSj8/fG4c6Z5N/8WJWpIk8dT3GczfUsIrN3bh1r4nvl5JlGhaXsCmDZvYpM4mJjqGcePHof2Lbi5kLm5kwf4LcIkSm/LrWLijjOUZFbTaXX+5OYsoSlidLsx2Fw1WBy8VVbKquYVeOh13e/kguCQsducB0XULr9nuwtL2vQuL4xjL7E4sDhfiYX8qvjRzZaiZf0+7FdTnd+362cAlSizeWcY7q7MpqbfQK9qXR69Mpl+cu+ex2WHm2+xvmbV3FtXmalL8UpjcZTJXRF/B/Z8MJUdZ32HBbrU5eeK73SzbXcEVnYJ5a2xXfPTHvmGqt9YzffMb/NDsR5PnMKIp4n7pLRI9DERETCQ0ZCRK5al3kWptsrF/YwWZv+XTUPobLttOBEEiITGdTlVVONetB1HEY8AAjGPH4HXZZQjnqBHGu6tzeGd1NvcPTeDRK09ciia5ROq/yWZd5mZ2qApISU7hptE3oVZf3DemMn8dsmD/xVjsLlYdZs7iOmDOMqp7ONekh+KlUx1TJI8USvcs1uw4uOxPQupwtYmvpe04riPGIQGuSA+cKT4IVhfqHXUoWpxt6xUCGDQq9BolBo0SvVqJh1bV9rVBo0SvcX/v/lqJQa3EoFHh9/PDXGFdBUoNhHWHqH4Q1R8i+4Kh425XFwqSJLFiTyVvrcwmp7qFzmHePDo8mUuT3Y1ZGqwNzNs/j3n75tFsb6Z3SG8md5nMgLABbYlRU/43uMOCnVvdwpS528ivaeGxK1O4d0jcMaM3kiSxLG8pn2V+To7XndQqIrlaWsK0gGriIm/F19jvlKsIJFGiZF89e9aVU7CzAod5G6JjG6LLRmxACPF7c9BUVKEKDMRn1CiMo29CE9k+57CzxYItJTz+3W5G9QjnrTFdT3jtos1F7dy9rC3YzF5VKd26deO6665DqZS9+2X+OuSyrg7icImHCaGzTQwPzjbbM0M9uDzCV09jq53sKhOv/LiPV37c16GxqJXCAfFUHRJNjRIfvZpQb90Ry44Q18P2KRKdvFFbR8ugEJ6JCmF0sC96jRKtSnHKH97bfnVQLxjx6zsRijfBxhmw/l33ysAUt4BH9nO/+8acsDnFhYAkSfyWU8ubK7LIKGsiPtCDD8b34KouISgUAhUtFczeO5vvcr7D4rQwNHIok9Mm0zWw/eVGx2PZ7nKe+HY3OrWSuZP7MiDh2AlqpU15fLnlHxRIcWz1fgqDYOGtwO3clHAXOt2plyC1NNjYv7GcvesqaK5rRcFenJZNOG0mwpRa4rOK8dqdh8eQwfg++xyel1yC8Bd0qnK5XCgUx/8bXpNVzVMLMxicGMC/R6Wf8G/d1eqg6vMMfq7aTJ6qiv79+zN8+HC5RFLmvOKiEey1WdWs2lt1whmq+UDo1+HqWNRBo1K4hVJ9UDzds1Z/Tw2Rfnr0ardw2p0uCuvMZFWZaDQ7UCsFukYYGZIUSO8YX7x06gOCe2jWe6YMW662BXLv3kKeK6qgwOngxYSw0/4wMgme+A1/2f2NwwJl26F4I5RshsyFsO0L9zrPkEMz8Ki+7i5TygvnT++PgnreXJHFH4X1hBv1vDE6nRu7h6NSKshrzOOzzM/4Mf9HAK6Ou5o7u9xJvDH+tM/rcIm89uN+PltfQI8oIzNu7XlM69yW1gJ+zngOc8te1iimsVPoxUCPFmak9SRYf8kpnVsUJYoz69izrpyijFpEUcIYUILS9QtmUz1+NifJxZUEevtinHw3xptGof4L6pKbmprIyckhKyuLgoICunXrxrXXXnvUdhmlTdz35XaSg72YeVtPNKrj/x85G6xUfLqLlc1bKFHWcvnllzNo0CBZrGXOO87LT83DvMTP2DE/WJPLzpJGgrzcs1KDVoVBrSTEW90mjm1CeZjwHj6Ddc9cjwwR69XKdlkaHo4kSWwvbmThjlKW7a5ga1HDEeYssQEeZ/zDIkir5puuCUzPL+fDkhoyTBY+7hJDiPYMPZtT6yFmoPsF7laQNfvcAl68CYo3w95FB7b1gMjeBwS8n7ufs9bzzIzjDJJZ1sSbK7NYm1VDoJeWl27ozM29I9GqlOyq2cWnGZ+ypmQNepWeW1JuYWLqREI9Ty3r+89UNVu578vtbC1q4PYBMTx9dacjREeSROrr15FVMBNz0x/k0pUPFe9gU3gzPT6MyafYO91Ub2Xf+nL2baigpcGGzktNdGozlRkLqcqtw8tio1dVI7E9++D38FN4DBqEcBZDxqIoUlFRQVZWFtnZ2VRWVgLg6+uLUqmkubn5qH1K6s3c8cUWfA0avrij9wkthh2VrZR+uoOfHFupUjRy7bXX0qvXMaORMjLnnIvmGfbomRvQqhV8eVe/M3K8M4XdKfJrdg2LdpSxap/bnCUuwIOR3cMZ2S2cKP9TTww6HkuqG3lofzEeSgUfpcYwwLfjYrntzRsIMOcS/XwHEqeaSg+I94FXVSYggaCEkLRDAh7VD7za7wl9psmtNvH2qmx+zKjEaFAz5ZJ4JvWPQadWsKF8A59mfsqWyi14a7y5tdOtjEsZh6+u/YYn17x5P/sbBhLoEYRSIbS9FAIoFQJWh0hZowVJkoj0MxDoqUWhEFAKAgrBhcNRjd1WiiS24kKikCialKF4qZT08/XET6Nyb6sQULUdW0CpoO04B5epFAKCAM1VFmoKm2msNKMA/EIMeOsbqc3eTKvNjNbhJMIhEtWzF159+6LxNR469sGxKTh07APnVgiHX9+Brw9sq1IojtpHKQi4nA6KCgvJzckmLzeHlpYWBEEgMjKSpKQkkpOTCQgI4KOPPsLb25vx4w9156pvtTN65gbqWu18N7U/CUHHT/a0FTRRPGs7y4XtNAqt3HTTTXTu3PG2oDIyZxL5GfZ5jEalYFhqMMNSg2m2Olie4W5G8vaqbN5elU3PaF9Gdg8/o+Ys1wcZSfbQMTmzgDG7cnk+Pox7TnFG1iF8ItytIdNGu7+3NkHplkMCvu0L2DzTvc439lAIPao/BCSd9efgJfVm/m91Dgt3lKJXK/nH5YncNTgWD42CVUWr+DTzU/bX7yfIEMRjvR5jdNLoo3pEt4dGaziiqGVIUgAuEURJwiW6X7nVJorrzRg0SjqHeaNTKxElCbvDQrO1CputHpcoYZM0NLg8sSqCcUlKjCoRX6VAdmsToijhkqSjju06sPzg+mPeqx80GWtqgiYBvP90g1sL/JDX4Ws+NVRAp7YbGWWBgLKwBcXq7agUAjZrGIOD7ByUa4vdxV2ztlDaaOHLu/qeUKwte+oo/GoHy9XbsSgdjL9lPGcyoicjcza4aATbpNyGVVAC59cM+3C8dWpu7h3Fzb2jKGu0sGRnOQt3lPLcokxeWrqnzZzlspTTN2dJ9tCxvGcSD+0v5oXccrY1m3knORKPEzhlnXF0PpBwhfsF4LRD5e4DAr4RclbCrnnudXq/Q7PvyH4Q1q3dHaxORlWzlfd/yWX+lmIUgsDkQbFMuSQeTz0szl3IF3u+oMRUQox3DC8NeIlr4649ou3kqaBUmvnP6EMJac1WB499s4usqhauSQvl9dHpeGgEauvWUlo6h/r63xEENTXKaGaVldLsORKz12g8VCreSYniyoD2uW+5nCIFu2rZu66M4n31IEBEZ39io0XETYvZuXsrZR46FIJASmwKXSfdhSYw6Cixd4kSoghOUTxwU+AudWu7QZAkXK5j7HNgW4fLRX19AxWVVVRWVdNsakECdAYP/P0D8AsIwMvLx13pcJybj2//yKeo1f0R5hIlHpy/gx0ljcwY34PeMcevVGj9o5K8RTv4SbcLUQMTb51I5DnOZpeRaQ8XjWA3qH5GKWiAaed6KO0i3Khn6qXxTLkkjn0VJhbuKGXxznJW7a3CS6fi6i6nb87ipVLySecYPiiu5tX8Cva3WPksLYYEwzmqq1ZpIKKX+zXgfpAkqMs79By8ZBNkuZO7UGohvOdh5WS9O+zD3dBq58Nf8/hiQyEuUeLm3pE8cFkinnonX2fNZc7eOdRZ6+ji34VHLn2EoVFDUZyGE9jx2F/ZzNS52ympN/PctalM6ONLReUX7C79Eou1GK0mGKX/KP4vdxu55maM0W9R5gphsNGT9zpFtysPobHKzN715ezfWIHF5MDTV0ufKyOIaM2kaelH7Pm+nOIAHxQeCvr37En/Kfdj8DqzLnk2m428vDyys7MpyMmhtbUVtSAwMCqKpEHpbaHu9rJyew4gIEkS/1q6h5V7q3jhulSuSjt2HoEkSZjWlJCzajcr9bvQGHTcPnECQUEnbpQiI3O+cNEIto/YiJdkcyc/Rfa5YMqMBEEgNcyb1LBUnryqExvz3OYsy3aX8/XWEsJ8dNzQ3W3OkhTccXMWQRC4PzqYbt4G7tlTyIit2fy3UxRXBxrP/MV0FEGAgAT3q8cE97KWGrdwH5yFb/gvrHvbvS4o9bBs9H7gE3nM37PJ6uDTdQV88nsBrXYnN3YL56ErkjAYzHy57yO+3v81JoeJ/qH9mZw2mT4hfc7Y4wJJknAqdEi4hX/hjlKe+j4Db52aubcH4CN+wvoNixFFCz4+vQiJmsrH+VtZtnM5AX5DIehOCl3wXHwYUyMDT+hg53KI5O2sZu+6csqyGhEUAjFp/iREOfHcvIT6V35gi4eagmA/xCBfOg+8hAHjb8fL/8w1tmhoaCA7O5vs7GwKCwtxuVzodDoSEhJITk4mPj4eg+H08jQ+/DWf2RuLuGdIHHcMPLaLmiRKNC7NI2tzJqt1GXj7+DBh4gR8fTt2kycjcy65eJLO/tcVo2jmk8pq8IuHbuOh6y3u56oXIBa7i5V7K1m0o4zfcmpxiRKpod7c2D2c67uFEezd8VlymdXOXZmF7DCZeSAqiCdiQ1EdZ/Z+SklnZwO7Gcq2HRLwkj/AfqB1pXe428jlgIBb/VKYvbmEmWvzaDA7GNE5hH8OT0JvaGTWnlkszFmIQ3QwLHoYd6bdSWf/009AkiSJAoudjY0tbDjwqtlajbKulYndY/hycz5jOhdyY/IGWk1bUCi0BAdfT0T4BH6vLeT1P16n2WEmMeEF1lkjidFrmJkaQzfv44tcfUUre9eVk7WpEmurAy9/HZ36BBDeuBPb4q9p3beP4hB/8kL8sIsukvoNYuDNE/ALCz/t6xVFkdLS0jaRrq6uBsDf35/k5GSSkpKIjIw8I2YkfZ9fiMmlwuxScF3XMN69uduxzWScIvULstiTuYe12r0EBgUyYcIEPD3Pv8oEGRnZ6Qy3YGskmNfncdj1FRT+DggQdwl0HQ+drgPNmc/I/iuobbGxbFc5C3eWs6ukEYUAAxMCGNktnCu7hJywrOXP2ESR53LKmF1ex2BfT2amxhBwjH7B541g/xnRBVV73LXgxRuhaCOYygFoQc82VyI1fj3oPvBKnNFhfJo1jxWFK1AKSq6Pv57bO99OjE/MKZ9ekiTyLTY2NLawsbGVDQ0tVNodAARqVPQ3erJ6ZSauJoGrQ1ZxXeImtEINOm0Y4RG3ER42llqblZc3vczvZb+TGDiYJv8p7DGL3BLixyuJ4cfMM3DaXeRtr2bPunIqcptQKARiuwWQEGpFv2ERpp+W47JYqE5NJMtbR6vFTHR6dwaPm0Rw3OklW1mt1rZQd05ODmazGYVCQXR0NElJSSQlJeHv739a5zgWfZ9fSJVdQ784P2bd2eeYncpEq5O6ufvYWZDJenUWUVFRjBs3Dn07W3jKyPzVyIKNW7DVKPjqnh3uBQ2FsGs+7JwHjUWg8YLON0C3W90zsgskZP5n8mpaWLyjjIU7yyipt6BTKxieGsKN3cMZlBjQbiOW+RV1PJldir9axcddYujhfWSXovNWsA/DJUos2l7KV6vXE968i6t9ihikzWG/pYhPjd78btBjkATGesQxIWkMQfHDwTOwQ+eQJIk8i40NDS0HRLqFKrvb/jVIo2KA0ZMBRk/6Gz1JMGgRBIEu78yntcmLT4b8A1/f/kRGTCQg4HIkBObvn8+7299FQmJQynMsaY1GIcB/kiIZGXx0+LaurIU968rJ3lyJzezEJ1BPSi8/Qmu3YVs0H1tODhgMmIYMINPRQkNtDSEJSQweN4moLqfuwlZfX092djZZWVkUFRUhiiJ6vZ7ExESSkpKIj48/66J4yYvfYUXNyieuOqanustkp+bzTLZW72GrKo/ExETGjBmD5hx5msvItAe5rOtY+MbApU/CkMfdM7Gd82DPItgx172u64GQue+pdzI6F8QHevLP4ck8PCyJ7cUNB553V7BkV3mbOcuN3cNJj/A54XPZW0L96eyp587MQkZuz+WVpHBuC/VHEARKmkv4Ud9IHHA+/nQkSeKnzEreWpVNbnULncPCuX7kpSgM+5iS+Rk7a6z4qTx5wBDNzQ0N+OzfAHvWuHf2iz+sHrw/+McfcfMmSRI5ZlubOG9obKHmgEAHHxRoX7dIx+m1x/wZqw4s6ttnOZ6eSQDkNebxwoYX2FWzi95hl0Dwfcyrs9HHR88HqdFE6g6JjMPmIndbFXt+L6eqoBmFSiC+WyDxQS1of/+eludX0myzoevSBen+qWwvzaeqIBe/sAiuf+RpEnr37/AzeZfL1RbqzsrKora2FoDAwED69+9PUlISERERf6nv9qigWozeXscUa2edhepPM9jYkkmGqpi0tDRGjhwp+4LLXNBcvDPsY2FvhX1L3eJd8BsgQcxg9/PuTtefl25c7cHuFFmbVc2inWWs3lfdIXOWBoeTaXuLWFNvooe2Fn3dZ2TXZwAQaZP48Z7Mv+oyTookSfyaXcObK7PILGsmPtCDh4bFIxp28MWez8ltzCXMI4zbu9zOyISR6FUHZoBOG1TsOsyVbRNY6t3HNASQHXsNG0KGsEEXx0abmtoDTVZCteq22fMAoyexek27hLDb/82nqdGLghevweFy8EnmJ3y8+2MMagOj059jXlMkpVY7j8S4W6MezCOoKTaxd1052X9UYre68A0xkNLTl5DyTVgWL8Cen4/C0xPv667FMbA/f2z+naLdO/DyD2TAmPGkDrkMRQcEy2KxkJeXR1ZWFrm5uVgsFhQKBTExMW2hbj+/c9fo5cMPPzzKOAXAXt5C9ae7+c2VSTbl9OnThxEjRqBQnPkMfxmZM40cEqedgn04jSWw+0DIvD7fbaeZegN0GwfRg+AC/edvsjj4KdNtzrIp3y1KvQ6Ys1zzJ3OW4uZiVhatZEXhKra5UjD73IiXWMm0wHqK5/2PkBID8ak9CUtKISypE6GJyWgNHsc79VnlcL/vCF89910WhejxB7P3zqK8tZwEYwKT0yZzZcyVqBXHL4MSJYmsFgsbygrYWFPDRruWOoVb2MOs1QxozmCAspkBfj5ER6QjRPV215N3gIOCvfi+SF7Y8AK5jblcGXM1fuFT+KC0iVCtmhmdoulj9MRudZKzpYq968qpLjKhVCuI7x5IvF8Dml+/p2X1aiSHA323bhjHjsXVLY0NS74je+Pv6Ly86TtyDN2GX4OqnWHgurq6NhvQ4uJiRFHEYDAcEerW6c6PdqrHEmxrXiNVszNYo8ykUKzi0ksv5ZJLLpF9wWUuGGTB5hQE+yCS5M483vkl7FkItmbwiXILd9dbwC/ujIzvXFDWaGHxzjIWbi8jp7oFtVKgb7wnQUFFFLl+ILvR/Xw6PSCd4THD0foM4YWCFhRAv7UfkrKvgNCIeGqLi5AkEQSBgMjoNgEPS+6EMTj0rH5YZpS6/b5/za4hyEvL3ZeE4PBYx/yseTTYGugW2I270u5iSMSQY45DlCSyWq2sPxDi3tjYQv2BGXS4Vs0AX/cMeqDaQlTlVoTSA8lsFbtBcgECBHc5ZOoS1e+klQcHBdsr9imCDEFM7fk8cxpD2dTUysggI/9OjMBWbmbv72Vkb63GaXPhF+ZBp+7eBJVswLxoAY7iYhQ+Pvhcfz3GMaNxBPix6dv5ZKxZiUqtoee1I+l17Y0nvYFyuVwUFxe3ZXXX1dUBEBQU1DaLjoiIOC9np38WbHNGDZXz97Bal0G5q46rrrqKvn37nuNRysh0DFmwOQ3BPhyHBfb/4BbvvDWABFED3OKdOhJ0Z9Zo4q+isKmQOTvXsGxXNdXVUUhOb5RKO11jRSb3T+OqTolt5TKFFht3ZhSwt8XMkD8Ws+DJf2Ezm6nMzaY8e9+B137sFjMAem8ft3gnpRCW3InguATUmtN3KMupcvt9L890+31PGGjE4fkrC3O/xew0MyRiCJO7TKZHcI8j9hMliX2tVvfz54YWNjUdEugInbotSWyA0ZMo/QnGaWuBsq2HQuilW8De4l7nE3mYgPeHwE5HRGS6vzufxgYv7hqxk+SoyTybV4Ndkng5JpS0PCv7NlRQW9KCSqMgoUcQcT41qH7+jpa1a8DpxNCrF8abx+I1bBg2p4Mti79lx/KliKJI12FX0ffGsXgYj19fbDabyc3NJTs7m9zcXKxWK0ql8ohQ94VQn3y4YLdsKqdi8T5WemRQJzYzcuRI0tPTz/UQZWQ6jCzYnCHBPpymMtj9tbtErDYbVHp3aVi38RA7BBTnd3JLYVMhK4tWsrJwJVkNWQB0DezKFZHD8ZX68ut+Cz9lVmK2u44yZzG7RAYtX4KoVTEn5Cd0urDDXuFoNME0V5qoyMlqE/GGCndplUKpIjg2nrDkA7PwpE54+rW/5Ke4zsz//ZzNoh1lGDQqRvfTYvP4mZ+KliFJEiNiR3BH5ztI9ksG3AK9t8XSVma1qbGFBqdboKN0mrbnz/2NHicW6JPhcrqbmRysBy/eBC3uzlJofdxmPQcEvO/iUqoavBh9SxpzK+pI1WiYXCjRsqkGp0MkINKTlHQvAgp/xbLwGxzl5Sh9ffG58UaMo0ejjYvFYbWyffkStiz5DpvFTOqgSxkw9lZ8go5umiJJErW1tW2z6OLiYiRJwsPDg8TERJKTk4mLi0OrPTNWr38VBwX7msCBVPyczU+eu2nBwtixY0lKSjrXw5OROSVkweYsCPZBJMlt3LFzHmR+625o4R0BXW92Z5oHnD8NBQqaClhZuJKVRSvJbsgG3CI9PHo4w2OGE+Jx5Ie92e5k1d6qo8xZRvUIZ37tz9T5hDLD8C5WazmiaD1iX6XSgE4Xjk4bik4XjgI/zA0SjaWtVOdUU76vFNeB7GrvwKBDs/CkTgRGxx6VHFXVbOW9X3KY/0cJSoXAtb1d2DxW81vZL2iUGkYmjGRS50mEeUawp8XSlsG9qbGVpgMCHa3TtGVw9zd6EqE7i+U9kuQuFzxcwGv2A9DXZwaVTf7Yh4RwWamTvpua0amVJPYKJEZfiXL1t7T+9iuIIh4D+mMcMwbPyy9HodHgcjrJ+GUlm777itbGBuJ79WXgzRMIjIo54vQul4uioqI2ka6vd+crBAcHt3W8CgsLOy9D3e3lww8/RN+qpGdtJD957MahdDF+/Hiio8/H2gUZmfZxwQn2Yf2w787JyTkjxzxrgn04Dqvb63rXV5C7GiQRIvq4Z92dbwS98eyd+zgcS6S7BXZjeMxwhkUPO0qkj0eNycay3eUs2lHGrtImQEIbKfCmGIHeS4XO24LGsx6Vvh6FpgZUNYhU4XBWYLNX4HDU/+mIStRKP0S7F7YmgeZKG621TuwtakSbJ/4hqYQlpOEVlciySjWztlXjEkUu79GM1bCa7TV/4KX2YmzyLXSPGs1ei4qNje4Qd7NTBCBWf/gM2pPwsynQ7cFcDyV/MPjHekqbjNwketJXryclzYB/zhpaF32Ls6oKZUAAxlGjMI6+CU1UFACSKLJ/4+9s+HoujVUVhKd0ZvD42wlP7nTo8GYzOTk5baFum82GUqkkNjaW5ORkEhMTMRqN5+jizzwfvP4u9lYbdo0LhVbFhAkTCAk5d21ZZWTOBBecYB/kgphhHw9TJexe4J551+xzN6vodK171h0/9KyGzPOb8ttEOqfBfcPTPag7w6OHc0X0Fe0W6eORV9PCNR+twi5q+LcqCIvJjsXkwHVAKP+MWqvE4OPC4G9Cb2w8IOx1KLS1oHQLu1OsBlxH7Oe0KrGbVNhb1FjsHjQJAnmSlSLfJHxixmDWdWFbsxWTy33eOL22rQ66v9GDUO35aZAx/u2Z7G/y5vvOgShWfUvrunUAeAwehHHMGLwuvRRB7c5klySJwp3b+P2rWdQUFRAYFcOg8ZOI7eb+f66pqWmbRZeUlCBJEp6enkeEuv+uRiHvv/wOta4mjEYjEyZMOCtuajIyfzWycQoQpHWh5C+8OfEKgYH/gAEPQPkO96w74xvI/A68QiF9rFu8g1LOyOmOJ9JP9H7ijIj04cQHeqLWurBbYOzTvQG3sDhsrjbxPvhuNtmxHni3mHxpKgnFcmCZKB72+xBEVLpG1IZ61N71OHW1KDyq0XpUUBXkSZ4ujmxlKvvphFUwgAVCzTn0lvLopq6hr4+CSO8A9LowtJow9GI4ohiCQnEeipXTCRJYnn8QVXAwAVOnYrxpFOrwI728y7L2se6rWZTuy8QnOISrH3iUxL4DKSouZvny5WRnZ9PY2AhASEgIQ4YMISkpidDQ0As61N1e9IIGP7U3t995J97eF2bCp4xMR7hoBHtAgA1ROge1mIIA4T3cr+HTIXuFe9a94X1Y/667RWTXcdDlJjB0zIQivzGfFUUrWFm4ktzGXAQEugd158k+T3JF1BUEewSfpYs6xMHmDoej8AQPT/AIVXG8PzFJkrBbXdhaHVhbnZhNdrbn6tiUr6bBGobFV0mVj55KoxeOAx7R/iYbnRuqiW/ZTKJtJ/6qItQeJrSedizNdgoMzj+dREAQ/FApglFrgtHqQtHpQtFoQtBoQlCrQ1Aq/3ozHNHlHmfEzBl4Dh6MoDryZ1RbXMi6r+eQt3UzBh8jgybchTo0kt25uSx84w3sdjsqlYq4uDgGDRpEYmIiPj4dqwX/OzDCqw8qH50s1jIXDReNYGvtoLZJmLdvR5uUhPJcdOpRaSH1everpdo94945D358FFY8DclXub3M4y8H5bF/NXmNeW0z6T+L9LDoYQQZ/qLevoIAAsyYMeO0DuMSBGq8jFT4BFDuH0BFXDjOA9fu29pMYlURYU21hDXWYXDY2varI5Y6YuGwR+OC4EKrbUWna0WrbUV74F2nrUerK0GrbUWhODJs73SqsVk9sNo8sNk8sFk9sdkMWK2e2Gwe2O164Mze6Nn1HiBIeA0desTypuoqNnzzJXt+X4PSy0jo0KtoVWpYvnUnsBMvLy/S0tJISkoiNjb2bxvqbi8qQYnyLPQnl5E5X7loBNvYLKFrhaLxtwKgDg9Hm5yMNjkJXXIy2uRkNFFRCH+V17BnEPS/z/2q2O0W7owFsHcxeAS5Q+bdxkNw5/NHpA/ngIaNGTOmQ7s5JIlsp8ROm8Q6k51cFIgHGpLobFUYm/4gVenixqBE0oMiAX8gud3HF10uTLU11JWVUldWQk1FOdZWd7tNhUKBp78XeqMGrZeASmtHoW5Cqa7HoGvEx6sYlebIbHdRVOK0+uBy+CE6/UD0RxACUSoCUamCUGuD0OoNaHRKNHoVStXJBSRz6fIjvjc3NbLhu/ls37Ael6cPQpc+tDhdNFXWEBYWxqWXXtoW6pYdu2RkLl4uGsEGsGncYUhbVja27CysWdm0rF0LonvWJeh0aBMT3SKe5BZxbVIiqrNtIhGa7n4NewlyV8HOeeRu/4SV++aw0seXPIWIgECP4B481ecproi+4tyI9J8QzfDIqjo0KgVqpQKNUoFapUCjFNqWKRUCzaJIrdNJpcNJpdOJA0AhIDgc6KQaFFIOKlc5PYMSGRY9lAjvUDQqBc1KBRqVgEapRK0S2s7Rdj6VArVSQKNUnFDITHW1lGfvpzxrL+XZ+6jelYfocie4+YZFEJbUg5D4ZPzCE1Dp9Jiay7C0lmGxlGJzVCBIlSjVVaDLRaHZgiAcevYuAiazF44afxxmP0RbAIIYhFIIQa0KRasLRW/wx+ClQe+lQe91yBa1vqaG1d9/Q05uLg69B0TEo1KpiI+PJykpicTERDncexiSS8Re2oIttxFbXiOOSjMq3/PDJlVG5q/gohJsUSHgNXToEaFI0WrFlpfnFvGsLKzZWbT8/AtN337Xto0qOPjQTDzJPSvXxsa2ZfKeKXJNxay0FrFC10J+WBAC0FNU8HRtLVdYHQRqHRBjBO25d6EyBluwKnRE+RlwuEQcLgm7U8RssdNkd9Fsd9LqcGFzikiiBKKEQgJECfVhuWYinoh0x0l31pfB+h1lQFmHx6NWugX9oJBrlAfE/IC4u5enoYnrijJeQrKZcbSacJiasGc1IGXsRintQKNS4uNrxOjnh59vKkZjf3QCqF0uVHYnSpMVwdWEy1GP09WAKDUiKRqRlE0odI0ojbtRq60IghOXwoVN4cTpUtJo8sVR5RZ1pToByQL//eAD99g9vUlLSSGtew9iY2NRn+G/qwsVSZRwlLdgy2vCmteIvbAJyS6CAOpQDzwHhuHRWy7jkrl4uGgE26nS4NDoWLNmDZ6ennh5eeHp6el+JSej79y5bVtJknDV1mI9KOJZ+7FlZVO3cRM4HAAIajWa+Hh0yUlok1PaBF0VENDuMUmSRG5jbpvjWH5TPgICPYN7ckvKLVwRdQWBhkCo2uMOme9eAPuXgSHgQJb5OPfM/Bzg6WfHI0Tgv0N7sL3Z3GZUsqu5FasoIQCpnjoGGD0Jcwms3VTK1pL1eAb/hkuTj4/alzFJ47gh7ib0Ki8cLhG7S8TuFA/cAIjYnAe+t9qwWWzYbHYcVjtWqwOH3Y7d7sBmd2K3O3A4XNgdduwOEYfThc1+6Dh2l4RDlHCIYJbAIYFDErAj4JTUOBTB2PVKHIISp0KJ066CSqDSBhydVAc6IOzAq30IiKgEFyqFE4eoxkttIkgpMuSqa+jcq48c6sb9/+CsMmPNa8SW14QtvwnJ6k7QUwUZMPQMRhdvRBPrg9JDvqmRufi4aOqwF3/bE4egIzNj2DHX6/X6NgE/XMyPEHatFsorsOccFHL3u/OwTGmlv79bxA+E1HXJSWji41EcsH08KNIrClewsmglBU0FCAj0CunVVicdoD+O6LuckPez28s8azm47BCc5vYyTxsLnoFn5GfVHq768TN269JRCSpsgIBEqiDRW7LTx2Glp8WEpbqBNbuKKarbi0Gbh0YyYcRAqmcC0dpQlA4notWGZLUi2mxIFov7/eD3ViuSzXbSsRwXtRqFVoug0x39rtMiaHUIOi2KI951CFotFoWCSnMLFc0mqhrqqWqox+6ScAkKNB5eGEMi8AmLwicsCo/gMESNDqcgYHdKR9xwOFzu7w/eiNhdInm7tuNdk8P77750xn4fFyKSJOGqsx4Q6EZs+U2ILe4bYqWfDl28EW28D9o4I0rvizvBTubiQTZOARZ/2wvRpWLQwJUIaic2p4XW1lZMJhMtLS20tLQc9bXL5TrqOCqV6igxN6hU6JpNaOpqUZWUoMrLR9i/H8F6IIFJqYSoMCpDdOzwrmendwOlwUpiEnoyPObKE4v08TDXu2u6d86D8u2gUEHCMHeiWtIIUJ25DziXy4rdXo3NVo3NXoPdVs3/Zexkg2YQvdbsp2vOPtJz9+Nlbj3hcUSNCpXOgEKnO6aIHks8DwrrEQJ7QFTd7wfWHSHG7vV/Lpc6HUSXi9qSIsqz9rX5ozdVVwGgVKsJjktsa3ASlphywuYbP834P4r37OKeDz4/Y+O7UHA22tzifODlarIDoPDWHBBot0jLz6ZlLlZkwQYWfdcfUdRQ8fMLACjVCjx8NBi8tXgYNRh8tEd+761BqZNwiNYTCntLSwsWi+WY59Rq1eCyILY2ojWZ8Guy4N9oRWe1ordaMChVGCMj8UxKcofUU1LQJiSgMBg6dnHV+2HXPNj1tbvhhN4P0ka7xTu0m7sE609IkoTL1XJAhKux22oOvB8SZZu9Bru9GqfTdPT+okB1ZTTX+DzcJqINToGvdpewumotot8O7DozsQEpTOw5mUvjh6M8zxuidJSWhnoqsvdTdkDAq/NzcTndIVxjcOghAU/qhH9kFIoD138xCbbLZMeWfyDEndeIs859E6vwUKGNO0ygA/TyYwEZGWTBBmDhd30QXUrSYhdibrLT2mijtcmOudnW9r3devSMWqEUMHhr8DBq3e8+Wgw+R75rPBSICgctLSayK7PZVrKN3KpcrGYrepcef8Efg2RAtIqI4tH2nSqnE53Fgt5iQWe14aFW4eXjg1dwML5RURgTE/GNj8fg4XFiByuXEylvDY6M2dgLV2FTObH7R2CLTMPmH46dVmy26gOz5RpE8egbDYVCg0YThFYTiEYbhFYThEYb+Kf3IN568t84tWqef+016lvtvP3LVr7P/QqFz0YEpY2eQf24r/s99AruddF8EDvtdqoK8tqy0cuz92NuagRAo9cTmphCWFIKJXszaKqu+lsKtmh2YCtoaksUc1a526wKWiXaOB+08UZ0CUZUQQYExcXxdyEj0xFka9LDSDpBVqnD7sLcdEDID4i4ufng9zaaaiyU5zZia3Ueta8kSNg0rTSr6rFo9IT79CIqOIzUqCSCAnwx+GgxeKtB7cJsbj1ipm4ymWiursZUV4eptZVKhxOHQgCTCfbscb8Q0aoteGmseHk68fCWMBhBq7ejUrYiKJqRpEZcrnokXyf4ehwYmQlcG1CWS2jRodGH423sjCYg9DBRPiTOKpV3OwXWvc2Ly3/j25w54LUVpZ+LwWGXc3+Pu0n1T+3w7+ZCR6XREJ7cqa0hhyRJNFVVHuoTnrWPjd/NB0nCNzT8JEe7MBBtLmyFTQdC3E04yltAAkGtQBPrg0ePILRxRtRhnghKWaBlZE6Hi06wT4Rao8Qn0IBP4IlD0k67i8yS/fyWvYFdRXtobbLh4fAhWhlPhBCJwZ6Erc6FucjB1s2lQOmhnQXQe6oPheB9vPExKgiOElCl6FFqGxFUDbikWizmMqyt5Tid9YhK8xH1vwdxOLS0tuqx2/XY7Z7YbYHY7XokvFGp/NFqgtApPPBqrUBduwuVrRyDegueSYPx7D4UfWQ/hA74TkuSRGtjAxLuSMG3Vfej8FEyLPIa/tHrbqK95daGBxEEAWNIKMaQUFKHXAaAzWymImc/eu8L00pUcriwFZnawtz2EhOIEigFNFHeeF8ehTbBiCbCC6EdJjIyMjLtRxbsdiJJElkNWW2OY0XNRSgEBX3i+nBTzHAuj7ocP90hL3CnsxWLpQpTYwUtzeWYTZVYLFXY7TU4xVpEqQ6UDaBuwQJYJKDV/ZJEAZfNG5fdB1z+KEhCpQhArQ1EpwtGJ3mgbXKiqaiH/BzMBTk0Vddg1Tix6JxYPSUcITpsvhpa9TZqFA5aHSqczq5AV3AAe4A9K1GyHE+dCk9jAJ4+fkdkxXsYDEg2C5a6GporyqgrLqSmqABzUyNSeByg4/qYcTzc5y53+ZnMSdEaDMR07XGuh9Fu/mxWYituBqcECtBEeOF1SQTaeB80Ud4oNH+vHAUZmfMNWbBPgCRJ7K/fz8rClawqXEmJqRhPpZIBQancFTuOzsYI1JIZu20/Zdm/kW+vwX7g5RKPzpgWBDUaj0D06kC0miQ06kA06kDUqkAEly+i1Yij1Qt7qydWuxNz08GuV3aaDnS/kg50uHIHF32BeDQx16DrokandqF1WfC0NKJqqkaRWYqqqRS1vQW1sxXBzxtXTDSO8BDsRm+sYj3WljJaLCZM5hqqq3woQIP9OHkNKkmJNiIFjwQDtmYTCknFq5c+ddZ+/jJ/PSc1K+kXhjbBiDbGG4VO/viQkfkruWj+4wyiBo3gQdnz6znYZdOtSxKSJOLSmHCqG3FqG3FqGnFqGnBpm3Bqm+ilbaSbrhGXtx1J6QQ2Q/1mig80nhCcWlQ2Iyq7DypbEDpbIkqb0b3M5oPK7v5a4fBAOEEjCSUulDSio5FjGlJ6nuDX5XC5Z87oQaEH31Dw7XrsbZsPvI6DCxErdsyCHbNgwyLYMWPDLNixiDbMTjsapZYAx4UZ1pU5xInNSvSyWYmMzHnERSPYOkED2iaaBq7EIdQf9qrDQQMIR2dviy4tSskXgyIYDyEWNf6oJX/3u+CHBn/UBKDUGOBA2bM7X0s41ODpGN8LBzc83jZt3574OAhC2+LDt5GQcDlEzCYbjVXVNFVV0VxXg6WpBmtrHS7XATMSSQKFByh8UCh8QOmDoPBBkNSonWY0UgtahQW9txa/8Cg8osLQ+ejReaioXbALlUJ7Sr+Li52DlRnnInv+ZGYlhrQA2axERuY85aIRbMHugcOviAq+RK32Q6sNwil4UmVVkt0sUWo10SIqiTR2oXf4FQyJvhZ/j9BzPex2Y21poaYon+rCAvd7UQF1JcVtvZdVGi0BUdEEdY4jMCaOwOhYAqOiQdBgPlDeZipvoCmvHFNZPa01JpqbbVhEPXanD06TBPsPeXz3MhgwcnQZnMyRiGYHjkozjqpWHFVmHJXud02kF4F3dvlLxnBCs5JE3zaBVvnJZiUyMuczF41g63eMQa1uxuufQ1hV9DMrC1dS2rIflaCib2hfhicN57LIyzDqjOd6qCdEkiSaqquoKXSLsluk8zHV1rRt42H0JTAmjpiuPQiKjiUwJg7f0LA2444/o9GpMAYbINEXLok78nwuF449m2hZOY+mnRk0N6gx2QPxjL0WreEc9BQ/TxFtLpzVhwTZUdWKo9KMaLK3bSPolKiDPVDoVTirzWdtLLJZiYzM35OLRrAFUYlk92LcD7e6RTqsL/ek38PQyKHnrUg77XZqS4qoKSqgujCfmqJ8aooKsVsOmFEICnzDwglPTiVweCxBB2bOJ7LF7CiCUokmfSB+6QPxkyQo3gg7v6R2czlOZeIZO8+FguQUcVSbcR4myo6qVlwNhzzPBbUCVZABXaIRdYgH6mADqhAPlN4aBEGg/ptsbHmNZ2xMJzMr8egfhjbeiDpYNiuRkbmQuWgEWwn/3969x8hVnncc//52d7w32+vLXtz4suu1nRAuwQbHFCcEgygglUtIQkmgSmgplETwRyKkEiVN21SItGkVhZAGOY2FqiJSgqIUS7QhUYJAkFRACsEI0YK9BofaXtvg2xqzl6d/nLO7s2bWu+uZnZmz+/tII82c854zzzw6O8+ec955X2oDvr7x61y84mJa6qurw1TfoYNJUe7ZPlKgD7y5i0hHRss1NNLWuZIPXnAR7V0rae/sZvHyFeTqy3gZU4LOjdC5ER3eBrsLD8k6E8RgMHDgGP27+xjIu5w9sP8YDHd3qBF1bY3MWTGf3IebyHU0k1vSRO3ChmktjEPHBzjec6jwYCVd82la107DKg9WYjbTzJqCPQeRUw3XrLmmonEMDQ3y9u7/Gz1rTgv0kbcOjLSZu7iV9s6VrNlw/sj95gXtS6Y0wMm0q6ktOEZ51sRQMPj28ZF7zAPDl7R7+5LfGwMI6hY1UNfRTONZrSOFuW5xY1kGBxkZrCTtJFZwsJJVC5iz3IOVmM1kZSvYkrqBrwAtEfGpcr3vaABlf0f633mH3td7Ru4z9+7cQe/rPQykU0bW1NayeOlyVpy1lrbO0UvajfMK/qjLihARDB3pH73HvPtoelm7j3h3tPNcbUs9uSVN1K9ZSK6jidySZuraGss6KMhJBytZOo95H0sHK+n0YCVms8mkCrakLcAVwN6IODNv+eXAt0muOP9zRHxjvH1ExHbgJkkPFxdy9YkIjr51gL07t9PbsyPpDNaznbd2vzn8Y2/qm5tp61zJhy6+jLaubtq7ulm0dDl1Of+2tdSG+vrHdPzq35Nc1h7q63lJHQAAC79JREFUGx0Dvqa5jlxHM83rO6hLC3Ouo6kig4GMO1gJHqzEzEZN9q//fuBe4F+GF0iqBb4L/AHJYNnPSHqEpHjffcL2fxoRe4uOthg1OVDxZyNDg4MceHNXXi/t5NL2sUMHR9q0tHfQ1tnNaR+5kPa0OM9rbXOP3BIbenfwPZ2/+vf0MXQor2d2fS25Jc00ntmaFObh+8xzK/sb4+gf4shTv+OdQoOVnNOR9OTu9mAlZjZqUgU7Ip6Q1HXC4g3Aq+mZM5J+CFwdEXeTnI1Xl9o5BQdHOZnjfUfTgpwU5t6d29n3xk4G+9OBJnI5Wpd3surcDbR1dtPetZK2zpXUNzVPsGebihgYor/3WNL5K68wDx54Z7RRXQ25jiYaVi8g19FM3ZKkONe2zKm6f5RUK4aO9vP21u3ULmqg8czFNKxe4MFKzOykirm+thR4I+/1LuC88RpLWgzcBayT9OW0sBdqdwtwC8CKFSuKCG/yIoLD+3uTwtyT3m9+fQcH9+weadM4bz5tXd2su/zK5H5z50oWvm8ZtXW+RFkqMRQM7D+WnDXn/Z55YF+BntnL5pI7t2PkJ1N1i6a3Z3YpzbtwGXNWtlDfOd+DlZjZpBVTbQp9OxaeNQKIiP3ArRPtNCI2A5sB1q9fP+7+TtXgQD/7d70x2gmsZzt7d27n+NF0sg6JhUveR8fK1Zx10aW0pT+hal64qOrO1LIqYrhndt/Ys+a9x2AgrcxKhsrMdTTTeEYrufSMua61PD2zp1Pd4kbqFjdWOgwzy5hiCvYuYHne62XAm8WFM72O9x3lns9eO2a4zrYVXXzg/AtGemi3ruhiToO/TEthpGd2WpRH7jfv6SOO5/XMnj+HuiXNzF21YPQnU+1N7gFtZpanmIL9DLBG0krgd8CngetLEtU0aJw3D2qC9Vd8fKSX9oIlvzfucJ02NUPHBsaMlz1cnIeO5vXMbqojt6SZpnPaR3plDw/VaWZmJzfZn3U9CGwCWiXtAv4qIn4g6TbgpyQ9w7dExEulCErSlcCVq1evLsXuAJi7cDHz2ts44/qzSrbP2W7w0Lv0btnGwJ6jIxNKQNozu6OJxtPTntnp5eyauTnfVjAzO0WT7SX+mXGWPwo8WtKIkv1uBbauX7/+5lLv20qjbnEjMXiAoSPvUt+9ILmMPfyTqZZ6F2YzsxLztUg7JS2XdTH/0k4XZjOzMpk1BbumoRZqs927uNq4WJuZlc+sKditf3LmxI3MzMyqVFWeckq6UtLmgwcPTtzYzMxsFqjKgh0RWyPilpaW6pqz2szMrFKqsmCbmZnZWC7YZmZmGeCCbWZmlgFVWbDd6czMzGysqizY7nRmZmY2VlUWbDMzMxvLBdvMzCwDXLDNzMwywAXbzMwsA6qyYLuXuJmZ2VhVWbDdS9zMzGwsRUSlYxiXpF5gZ4FVLcCJp9+TWXbi61ZgX5FhnkyhmEq53UTtxls/2eUzPX8TtZ3qOh+Dk1/v/E2u3XQfg9Odv/FiKuV2M+0Y7IyItoJrIiJzD2DzqSwr8PrZcsdZyu0majfe+skun+n5m6jtVNf5GCzuGHT+yn8MTnf+qjmHWTkG8x9VeUl8Erae4rJCbabTqb7fZLebqN146ye7fKbnb6K2U13nY3Dy652/ybXzMVh8u6wfgyOq+pL4dJP0bESsr3QcWeX8Fc85LI7zVxznr3jlzGFWz7BLZXOlA8g45694zmFxnL/iOH/FK1sOZ/UZtpmZWVbM9jNsMzOzTHDBNjMzywAXbDMzswxwwU5J6pb0A0kPVzqWrJL0cUnfl/Tvki6tdDxZI+mDku6T9LCkz1c6nqyS1CzpOUlXVDqWrJG0SdKT6XG4qdLxZI2kGkl3SfqOpM+Vev8zumBL2iJpr6RtJyy/XNIrkl6VdCdARGyPiJsqE2n1mmIOfxIRNwM3AtdVINyqM8X8vRwRtwJ/BPinNqmp5DD1F8BD5Y2yek0xfwEcARqAXeWOtRpNMX9XA0uBfqYjf+UaoaUSD+BjwDnAtrxltcBrQDcwB3gBOD1v/cOVjruaHqeYw38Ezql07NXwmGr+gKuAp4HrKx17tTymkkPgEuDTJP80XlHp2KvhMcX81aTrO4AHKh17NTymmL87gT9P25S8lszoM+yIeAI4cMLiDcCrkZxRvwv8kOS/IitgKjlU4u+A/4iI35Q71mo01WMwIh6JiI3ADeWNtHpNMYcXAb8PXA/cLGlGf8dNxlTyFxFD6fq3gPoyhlm1pnj87SLJHcBgqWOpK/UOM2Ap8Ebe613AeZIWA3cB6yR9OSLurkh02VAwh8DtJGc4LZJWR8R9lQguA8Y7BjcBnyD5ony0/GFlSsEcRsRtAJJuBPblFSAba7xj8BPAZcAC4N4KxJUV430Hfhv4jqQLgCdK/aazsWCrwLKIiP3AreUOJqPGy+E9wD3lDiaDxsvf48Dj5Q0lswrmcORJxP3lCyWTxjsGfwz8uNzBZNB4+esDpq0v1Gy8XLQLWJ73ehnwZoViySrnsDjOX/Gcw+I4f8WpSP5mY8F+BlgjaaWkOSQdVB6pcExZ4xwWx/krnnNYHOevOBXJ34wu2JIeBH4FfEDSLkk3RcQAcBvwU+Bl4KGIeKmScVYz57A4zl/xnMPiOH/Fqab8efIPMzOzDJjRZ9hmZmYzhQu2mZlZBrhgm5mZZYALtpmZWQa4YJuZmWWAC7aZmVkGuGCbZYikxyUVNfWmpDMk/ULS/0j6X0l/KUnpunpJP5f0vKTr0vd7JX39vNL54iX9taQ7SvGZTiH+TZI2VuK9zSrJBdtslpBUJ6mRZESmb0TE+4GzgY3AF9Jm64BcRKyNiH9Ll92Qvl4bEZ8qf+TvsYkkZrNZxQXbbBpI6pL0sqTvS3pJ0mOSGvPPkCW1SupJn98o6SeStkraIek2SV+S9N+Sfi1pUd7u/1jS05K2SdqQbt8saYukZ9Jtrs7b748kbQUeI5l28qmIeAwgnazgNuBOSe3AvwJr07PpVZP8rKsk/aek5yQ9Kem0dPn9kr4n6ZeStku6MI3xZUn3521/qaRfSfpNGuvcdHmPpL9Jl78o6TRJXSST9HwxjfECSdemuXhBUslnSDKrFi7YZtNnDfDdiDgDeBv45ATtzyQpqBtIpnrti4h1JMMifjavXXM6Z/YXgC3psq8Av4iID5PMCf1NSc3puvOBz0XExcAZwHP5bxoRrwFzgXeAPwOeTM+mX0ubPJB3SfybBeLeDNweEecCdwD/lLduIXAx8EVgK/CtNIazJK2V1Ap8FbgkIs4BngW+lLf9vnT594A7IqIHuA/4Vhrjk8DXgMsi4mzgqsKpNcu+2Ti9plm57IiI59PnzwFdE7T/ZUQcBg5LOkhS4ABeBD6U1+5BgIh4QtJ8SQuAS4Gr8u4rNwAr0uc/i4gD6XORNw3lCcZbfkNEPFtoRXo2vBH4UXobHJL5vIdtjYiQ9CKwJyJeTLd7iSQfy4DTgafS7eeQ/IMybHiqx+dI5gov5CngfkkP4akhbQZzwTabPsfzng8CjcAAo1e2Gk7Sfijv9RBj/1ZPLKxBUog/GRGv5K+QdB5wNG/RS8DHTmjTDRyJiMN5RXeyaoC3I2LtOOvzP8OJn6+OJC8/i4jPTLD9ION8X0XErenn/EPgeUlr0/ntzWYUXxI3K68e4Nz0+al24LoOQNJHgYMRcZBk1qDb83p7rxtn2weAj0q6JG3XCNwD/P2pBBIRh4Adkq5N9ydJZ09hF78GPiJpdbp9k6T3T7DNYWDe8AtJqyLivyLia8A+xs5TbDZjuGCbldc/AJ+X9DTQeor7eCvd/j7gpnTZ3wI54LeStqWv3yMijgFXA1+V9ArJ5fZngHtP8n7597B/XmD9DcBNkl4gOYO/erIfJCJ6gRuBByX9lqSAnzbBZluBa4Y7nZHcr38x/dxPAC9M9v3NssTTa5qZmWWAz7DNzMwywAXbzMwsA1ywzczMMsAF28zMLANcsM3MzDLABdvMzCwDXLDNzMwywAXbzMwsA/4fFm/qnPjmQ60AAAAASUVORK5CYII=\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -2121,7 +2132,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -2133,7 +2144,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAewAAAGHCAYAAAByGWH5AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAACdBklEQVR4nOzddXhURxfA4d+NGxEiWCAJTogLwd2teEspWqwtpUqpIv1qUKcCxZ3iTnF3kqDBJU4U4r473x8L2wBJCvHAvM+Tp2T33rmzmyZnZ+7MOYoQAkmSJEmSyjedsu6AJEmSJEn/TQZsSZIkSaoAZMCWJEmSpApABmxJkiRJqgBkwJYkSZKkCkAGbEmSJEmqAGTAlqQyoihKK0VRrpV1P0qToihCUZS6Zd0PSaqIZMCWpFKgKEqwoigdcz8mhDgihGhQRv0ZoSjK0Twen6YoyvI8HtcGWkVRGiuKsltRlPuKoiQoihKgKEr30ui3JL3IZMCWpBeMoih6RWxiK7AHqALYAROBpKL2q7CK4fVIUoUgA7YklRFFUdoqihKe6/tgRVE+VBTlgqIoiYqirFYUxSjX8z0VRTn3YFR7XFEUt1zPfawoyi1FUZIVRbmsKErfXM+NUBTlmKIoPyuKcg+YVoQ+2wBOwDwhRNaDr2NCiKO5jhmjKMpNRVHuKYqyRVGU6nm001RRlChFUXRzPdZXUZQLD/6tk+s1xSuKskZRlMoPnnN8MOJ/XVGUUGB/YV+PJFUkMmBLUvkyCOiKJii6ASMAFEXxAhYC4wBr4C9gi6Iohg/OuwW0AiyA6cByRVGq5WrXD7iNZkT8dRH6Fw/cfNB+H0VRquR+UlGU9sC3D15HNSAE+PvxRoQQJ4FUoH2uh18FVj7490SgD9AGqA7cB/54rJk2QCOgSxFejyRVGDJgS1L5MksIESmEuIdm6tnjweNjgL+EEKeEECohxBIgE2gKIIRY++A8tRBiNXADaJKr3UghxG9CiBwhRHphOyc0xQfaAcHAj8BdRVEOK4pS78EhQ4CFQohAIUQm8AnQTFEUxzyaWwUMBlAUpRLQ/cFjoPlg8pkQIvxBO9OAAY9Nf08TQqQW5fVIUkUiA7YklS9Ruf6dBpg9+LcD8MGD6fAERVESgJpoRp8oijIs13R5AuAC2ORqK+wpr58D6Od+QFGUh99nAzwIohOEEHUe9CsVWPrgmOpoRtU8ODYFzai8Rh7XWgn0ezBL0A8IFEI8PNcB2Jjr9VwBVGjumz/ra5Kk54IM2JJUMYQBXwshLHN9mQghVimK4gDMAyYA1kIIS+ASoOQ6/2nL8oUCjo895oQmWEY8frAQIgzNVLXLg4ci0QRbABRFMUUzhZ/XuZfRBPduPDod/vD1dnvs9RoJIXK3I0sNSi8UGbAlqfToK4pi9PALeJbVzfOA8Yqi+Ckapoqi9HgwlWyKJnjFAiiKMpJ/A2hBlNz9edCnnUADRVGGKoqi/2Ch1zfAOiFEjqIoVoqiTFcUpe6DhWE2wCjg5IM2VwIjFUXxeDBy/gY4JYQIzqcPK9Hcr24NrM31+Bzg6wcfRlAUxVZRlJee8r2SpOeSDNiSVHp2AOm5vqY97YlCCH8097F/R7MA6yYPFqQ9GKn+CJwAogFX4NhTNNv8sf6kA/fQ3EseB8SgGaknAm88OCcLzQh8L5qtXJfQ3Et/2Jd9wBfAeuAuUAd4pYA+rALaAvuFEHG5Hv8V2ALsVhQlGc0HAr+neE2S9NxSNGtIJEmSJEkqz+QIW5IkSZIqABmwJUmSJKkCkAFbkiRJkioAGbAlSZIkqQKQAVuSJEmSKoByXeXGxsZGODo6lnU3JEmSJKlUBAQExAkhbPN6rlwGbEVRegG96tati7+/f1l3R5IkSZJKhaIoIfk9Vy6nxIUQW4UQYy0sLMq6K5IkSZJULpTLgC1JkiRJ0qNkwJYkSZKkCqBc3sMuSHZ2NuHh4WRkZJR1VySp3DAyMsLe3h59ff3/PliSpAqpwgXs8PBwKlWqhKOjI4qi/PcJkvScE0IQHx9PeHg4Tk5OZd0dSZJKSLmcElcUpZeiKHMTExOfeC4jIwNra2sZrCXpAUVRsLa2lrNOkvScK5cB+79WictgLUmPkr8TkvT8K5cBu7xLT0+nTZs2qFSqsu6KVEKCg4NxcXEBwN/fn4kTJwJw8OBBjh8/rj1uzpw5LF26tET7MmLECNatWwfAK6+8wo0bN0r0epIklU8V7h52ebBw4UL69euHrq5uWXelWOTk5KCnV77/VyjLPvr4+ODj4wNoAraZmRnNmzcHYPz48aXalzfeeIOZM2cyb968Ur2uJEllT46wC2HFihW89NJLgOYPeNu2bRkwYAANGzZkyJAhCCEA2LdvH56enri6ujJq1CgyMzOfaCs4OJiGDRsyfPhw3NzcGDBgAGlpaezbt4++fftqj9uzZw/9+vVDpVIxYsQIXFxccHV15eeffwagbdu2vPvuuzRv3hwXFxdOnz4NwOnTp2nevDmenp40b96ca9euAbB48WIGDhxIr1696Ny5M3fv3qV169Z4eHjg4uLCkSNHANi9ezfNmjXDy8uLgQMHkpKSUuB7k3s0CGBmZvaf75OjoyOTJ0+mSZMmNGnShJs3b2rbev/992nXrh2TJ0/m1q1bdO3aFW9vb1q1asXVq1cBiI6Opm/fvri7u+Pu7q4dAf/000+4uLjg4uLCL7/8on2/GzVqxJgxY2jcuDGdO3cmPT0dgICAANzd3WnWrBl//PGH9jUcPHiQnj17EhwczJw5c/j555/x8PDgyJEjTJs2jR9++AGAc+fO0bRpU9zc3Ojbty/379/X/mwevr769etr31uVSsWkSZPw9fXFzc2Nv/76C9AsIpswYQLOzs706NGDmJgYbV9atWrF3r17ycnJKfDnIEnS86d8D6v+w/StQVyOTCrWNp2rmzO1V+N8n8/KyuL27dvkznF+9uxZgoKCqF69Oi1atODYsWP4+PgwYsQI9u3bR/369Rk2bBizZ8/m3XfffaLNa9eusWDBAlq0aMGoUaP4888/+eCDD3jrrbeIjY3F1taWRYsWMXLkSM6dO0dERASXLl0CICEhQdtOamoqx48f5/Dhw4waNYpLly7RsGFDDh8+jJ6eHnv37uXTTz9l/fr1AJw4cYILFy5QuXJlfvzxR7p06cJnn32GSqUiLS2NuLg4vvrqK/bu3YupqSkzZszgp59+YsqUKYV6b/N6n1q2bAmAubk5p0+fZunSpbz77rts27YNgOvXr7N37150dXXp0KEDc+bMoV69epw6dYo333yT/fv3M3HiRNq0acPGjRtRqVSkpKQQEBDAokWLOHXqFEII/Pz8aNOmDVZWVty4cYNVq1Yxb948Bg0axPr163nttdcYOXIkv/32G23atGHSpElP9N/R0ZHx48djZmbGhx9+CGg+lD00bNgw7flTpkxh+vTp2g8KOTk5nD59mh07djB9+nT27t3LggULsLCw4MyZM2RmZtKiRQs6d+7M2bNnuXbtGhcvXiQ6OhpnZ2dGjRoFgI6ODnXr1uX8+fN4e3sX6ucgSVLFJEfYzyguLg5LS8tHHmvSpAn29vbo6Ojg4eFBcHAw165dw8nJifr16wMwfPhwDh8+nGebNWvWpEWLFgC89tprHD16FEVRGDp0KMuXLychIYETJ07QrVs3ateuze3bt3n77bfZuXMn5ubm2nYGDx4MQOvWrUlKSiIhIYHExEQGDhyIi4sL7733HkFBQdrjO3XqROXKlQHw9fVl0aJFTJs2jYsXL1KpUiVOnjzJ5cuXadGiBR4eHixZsoSQkHzT3P6nvN6nx/s+ePBgTpw4oX184MCB6OrqkpKSwvHjxxk4cCAeHh6MGzeOu3fvArB//37eeOMNAHR1dbGwsODo0aP07dsXU1NTzMzM6Nevn3Zk6+TkhIeHBwDe3t4EBweTmJhIQkICbdq0AWDo0KHP9NoeP//xn3e/fv0euR5oZi+WLl2Kh4cHfn5+xMfHc+PGDQ4fPszgwYPR1dWlevXqtG/f/pFr2dnZERkZ+Uz9kySp+MWnZJKSWXqzXRV6hF3QSLikGBsbP7F9xtDQUPtvXV1dcnJytNO9jwsLC6NXr16A5v5n165dn1jh+/D7kSNH0qtXL4yMjBg4cCB6enpYWVlx/vx5du3axR9//MGaNWtYuHDhI+flbueLL76gXbt2bNy4keDgYNq2bat93tTUVPvv1q1bc/jwYbZv387QoUOZNGkSVlZWdOrUiVWrVj31+6Onp4darQY0U7tZWVkFvk+Pv+bH//2wj2q1GktLS86dO/dU/cjv/c+rH+np6QghSnSl9cNr5n7dQgh+++03unTp8sixO3bsKLAvGRkZGBsbl1hfJUl6Oq1nHmBwk1p83tO5VK5XLkfYBe3DLmtWVlaoVKr/3PPasGFDgoODtfdjly1bRps2bahZsybnzp3j3Llz2gVLoaGh2lHlqlWrtNPE1atXp3r16nz11VeMGDEC0Izw1Wo1/fv353//+x+BgYHaa65evRqAo0ePYmFhgYWFBYmJidSoUQPQ3LfOT0hICHZ2dowZM4bXX3+dwMBAmjZtyrFjx7SvIS0tjevXrwPwySefsHHjxifacXR0JCAgAIDNmzeTnZ1d4Pv0eN9Xr15Ns2bNnnje3NwcJycn1q5dC2iC3fnz5wHo0KEDs2fPBjT3hZOSkmjdujWbNm0iLS2N1NRUNm7cSKtWrfK9vqWlpXZkDpp1CnmpVKkSycnJTzxuYWGBlZWVdhT/8OddkC5dujB79mzte3T9+nVSU1Np3bo1f//9NyqVirt373LgwIFHzrt+/TqNG5f+h1VJkspWuQzY5b1aV+fOnbV/2PNjZGTEokWLGDhwIK6urujo6OS7orhRo0YsWbIENzc37t27p53eBRgyZAg1a9bE2VnzCS4iIoK2bdvi4eHBiBEj+Pbbb7XHWllZ0bx5c8aPH8+CBQsA+Oijj/jkk09o0aJFgdvQDh48iIeHB56enqxfv5533nkHW1tbFi9ezODBg3Fzc6Np06bahV4XL16katWqT7QzZswYDh06RJMmTTh16tQjo/iCZGZm4ufnx6+//qpdSPe4FStWsGDBAtzd3WncuDGbN28G4Ndff+XAgQO4urri7e1NUFAQXl5ejBgxgiZNmuDn58fo0aPx9PQssA+LFi3irbfeolmzZvmOYHv16sXGjRu1i85yW7JkCZMmTcLNzY1z5879573+0aNH4+zsjJeXFy4uLowbN46cnBz69u1LvXr1cHV15Y033ngk8EdHR2NsbEy1atUKbFuSpOeQEKLcfnl7e4vHXb58+YnHSltgYKB47bXXiqWtO3fuiMaNG+f7/FtvvSXmz5//n+20adNGnDlzplj69DQ6d+5cbG05ODiI2NjYYmvvefbTTz/l+/9DefjdkKQXifMX/4j/bQ0q1jYBf5FPTKzQ97DLiqenJ+3atUOlUpXoXmxvb29MTU358ccfS+wahbVr166y7sILydLS8pkXxEmS9HyQAbuQHm6zKSpHR0ftFq3HPbwX/DQOHjxYLP0pC7lXi0sFGzlyZFl3QZKkMlIu72FLkiRJkvQoGbAlSZIkqQKQAVuSJEmSKgAZsCVJkiSpApABuxCKWl7zl19+IS0trZh79XzIXUxjypQp7N27F3jyPevevfsjedRLwsPCJbGxsXTt2rVEryVJkvRfymXALs+ZzqDo5TUrUsAuy5rfX375JR07dgSefM927NjxRE73kmJra0u1atU4duxYqVxPkiQpL+UyYItynuns8fKarVu3pm/fvjg7OzN+/HhtLu28SlPOmjWLyMhI2rVrp93LnVe5zJs3b9KxY0fc3d3x8vLi1q1bBfbp4WgQYN26ddpUpiNGjGDixIk0b96c2rVra0tfFtRvMzMzpkyZgp+fHydOnGD58uU0adJEW3TjYRDfuXMnXl5euLu706FDBwDu3btHnz59tJnRLly4AGhGzqNGjaJt27bUrl2bWbNmafv79ddf06BBAzp27Kgt//mw7+vWrXviPQPNdri4uDjg2cto5lem886dOzRr1gxfX1+++OKLR97fPn365JuuVJIkqVTkl1GlPHz9Z6azHZOFWNi9eL92TC4wC01mZqaoUqWK9vsDBw4IQ0NDcevWLZGTkyM6duwo1q5dK2JjY0WrVq1ESkqKEEKI7777TkyfPl0I8WhmL39/f9GxY0dte/fv3xdCCNGkSROxYcMGIYQQ6enpIjU1tcB+mZqaav+9du1aMXz4cCGEEMOHDxcDBgwQKpVKBAUFiTp16hTYbyGEAMTq1au173fPnj1FVlaWEEKIN954QyxZskTExMQIe3t7cfv2bSGEEPHx8UIIISZMmCCmTZsmhBBi3759wt3dXQghxNSpU0WzZs1ERkaGiI2NFZUrVxZZWVnC399fuLi4iNTUVJGYmCjq1Kkjvv/+e23fH/bp8WxoD79/eH5KSopITk4Wzs7OIjAwUNy5c0fo6uqKs2fPCiGEGDhwoFi2bJkQQoj27duL69evCyGEOHnypGjXrp0QQohevXqJJUuWCCGE+P333x95T8PDw4WLi0uBP4OyJjOdSVLpkpnOyrn8ymvWrl0b0JSHPHr0KEZGRtrSlKCpo51XUYvc5TJ79OhB586dSU5OJiIigr59+wKavORF0adPH3R0dHB2diY6OrrAfg8YMABdXV369+8PaOo9BwQE4OvrC2ju39vZ2XHy5Elat26Nk5MTgLZM59GjR7X1ttu3b098fDwPb2306NEDQ0NDDA0NsbOzIzo6miNHjtC3b19MTEwA6N279zO9ttxlNAFtGc3evXvnWUYzd5nOhzIzMwE4duyYtu9Dhw5l8uTJ2mNkSUtJkspaxQ7Y3b4r9UvmVV4zr7KWQoinKk2ZV7nMh9O6zyJ3Hwoq/ylylZ3Mr6ynkZGR9v68EILhw4c/UmQEYMuWLXmWgMzd/uPt5ldesyhlLfO63kN5ldH8rzKd+fVFlrSUJOkJBsFkqEvv1m25vIddnuVVXvP06dPcuXMHtVrN6tWradmyZYGlKXOXaMyrXKa5uTn29vZs2rQJ0IwAHy64atiwYZ79qlKlCleuXEGtVudZ9jIvefX7cR06dGDdunXExMQAmnvUISEhNGvWjEOHDnHnzh3t46Cpq/3wXu/BgwexsbHB3Nw83z60bt2ajRs3kp6eTnJyMlu3bs3zuPzKWj5rGc2CynS2aNGCv//+G3iyvOb169dxcXHJt11Jkl4sF8MuMzjenLgbR/774GIiA3YhPF5es1mzZnz88ce4uLjg5ORE3759CyxNOXbsWLp160a7du3yLZe5bNkyZs2ahZubG82bNycqKoq4uLh8R5TfffcdPXv2pH379k9dejGvfj/O2dmZr776is6dO+Pm5kanTp24e/cutra2zJ07l379+uHu7s7LL78MaBaX+fv74+bmxscff8ySJUsK7IOXlxcvv/wyHh4e9O/fP99gm/s9e/z8Zy2jWVCZzj/++ANfX18e36Fw4MABevToUWC7kiS9GNRqNZvnn8EqvSpm6aU3wlYKmlIsaz4+PsLf3/+Rx65cuUKjRo3KqEcaZ8+e5aeffmLZsmUcPHiQH374gW3btpX4dbdt28bt27eZOHFikdsqzX4/D1q3bs3mzZuxsrIq667kqzz8bkjSi2DF6n9IOKC55RZbK4lpn/YptrYVRQkQQvjk9VzFvoddRnKX1yxNPXv2LNXrSRqxsbG8//775TpYS5JUOu7cjOLeQT0iKt+iyr3aONvWLrVryxG2JD0n5O+GJJWszPQc5k7ZTWpmGkst7/PWvbq4t7Wn5YB6xXaNgkbY8h62JEmSJP0HIQRbF56BZH12VvWnYyMf9HVLN4TKKXFJkiRJ+g+Xj0YSfTGd0/Z7MK7Unhn93QhzvItlFdNS64McYUuSJElSAeIjUjj491XCLK5wyaQSC4a2wdhAl/oH/LC78UOp9UOOsCVJkiQpH9mZKnbMvUCaTgp77Q8wp+ccqluWTRIlOcIuhKKW15SK1+LFi5kwYQIAc+bMYenSpdrHc6cTHT16NJcvXy7RvjwsSpKVlUXr1q212dwkSaqYjqy+TmJ0OnvrLuVVtzfwc7Ips76Uy4D9vJfXfN6V5QeZ8ePHM2zYMODJgD1//nycnZ1LpR8GBgZ06NCB1atXl8r1JEkqftdPR3Hl+F0Ca+zBwK4m77fpUKb9KZcBWzwH5TUXLFjAe++9pz1n3rx5vP/++4CmGIe3tzeNGzdm7ty52mPMzMyYPHky3t7edOzYkdOnT2vLUW7ZsgXQpDgdNGgQbm5uvPzyy/j5+eHv709ISAj16tXTpjpt1aoVu3fvLvB15C5R6e/vT9u2bYH8S2EGBwfTsGFDhg8fjpubGwMGDNCmTHV0dOTLL7+kZcuWrF27Ns/SogBnzpyhefPmuLu706RJE5KTk8nIyGDkyJG4urri6enJgQMHAE3A7devH127dqVevXp89NFH2r4vWrSI+vXr06ZNm0fqVE+bNo0ffviBdevW4e/vz5AhQ/Dw8CA9PZ22bdvycJvgqlWrcHV1xcXF5ZEiH2ZmZnz22We4u7vTtGlTbbGU2NhY+vfvj6+vL76+vtprxsfH07lzZzw9PRk3btwjmehkSU5JqrgSotPYt/wqkaYRnLU/zMKXppR1lyr2PewZp2dw9d7VYm2zYeWGTG4yOd/ns7KyuH37No6OjtrHTp8+zeXLl3FwcKBr165s2LCBV155BTc3N2bOnIm+vj6LFi3ir7/+AjQj9MqVK5Oeno6vry/9+/fH2tqa1NRU2rZty4wZM+jbty+ff/45e/bs4fLlywwfPpzevXvz559/YmVlxYULF7h06ZK2GpWDgwOTJ09m/Pjx+Pn54ezsTOfOnQv9Ply9epUDBw6QnJxMgwYNeOONNwC4du0aCxYsoEWLFowaNYo///yTDz/8ENAUDTl69ChxcXH069ePvXv3YmpqyowZM/jpp5/4+OOPefnll1m9ejW+vr4kJSVhbGzMr7/+CsDFixe5evUqnTt31uZdP3fuHGfPnsXQ0JAGDRrw9ttvo6enx9SpUwkICMDCwoJ27do9kY50wIAB/P777/zwww/4+Dy6pTEyMpLJkycTEBCAlZUVnTt3ZtOmTfTp04fU1FSaNm3K119/zUcffcS8efP4/PPPeeedd3jvvfdo2bIloaGhdOnShStXrjB9+nRatmzJlClT2L59+yMfwFxcXDhz5kyhfwaSJJUNVbaa7XMvkpaTxT6XubzrMxFbk8pl3a3yOcIuzwoqr6mrq6stU2lqakr79u3Ztm0bV69eJTs7G1dXVwBmzZqlHcGFhYVx48YNQDON2rVrVwBcXV1p06YN+vr6uLq6EhwcDGjKSb7yyiuAJiC4ublp+zF69GiSk5OZM2cOP/xQtJWLD0th2tjYaEthAtSsWVNbMvS11157JKf6w3ziJ0+e1JYW9fDwYMmSJYSEhHDt2jWqVaumLdVpbm6Onp4eR48eZejQoYCmuImDg4M2YHfo0AELCwuMjIxwdnYmJCSEU6dO0bZtW2xtbTEwMNBe92mdOXNGe76enh5Dhgzh8OHDgOZn8DCj3MOSnAB79+5lwoQJeHh40Lt3b5KSkkhOTubw4cO89tpr2vcsdzY0XV1dDAwM8ixaIklS+XVk/Q0SIlI5UPtvqtpWY6jLoLLuElDBR9gFjYRLytOW1wRNAP3mm29o2LAhI0eOBDRT6Hv37uXEiROYmJjQtm1bbXv6+vrac3V0dLTlIXV0dLSLlwrKTJeWlkZ4eDgAKSkpVKpUqcDXoqenh1qtBgouyVlQKczc3z+sSZ1fadELFy48dUnOZ+3Hsyjoerl/Brmvp1arOXHiRJ4lNgvqS2ZmZpHrmUuSVHpunY0h6GAEZy2vE2rrz8pWK9FRysfYtnz0ogJ52vKaAH5+foSFhbFy5UoGDx4MQGJiIlZWVpiYmHD16lVOnjz5TNdv2bIla9asAeDy5ctcvHhR+9zkyZMZMmQIX375JWPGjNE+3qFDByIiIp5oy9HRkYCAAADWr1//VNcPDQ3lxIkTgOY+cF4lOfMrLdqwYUMiIyO108TJycnk5OQ8UpLz+vXrhIaG0qBBg3z74Ofnx8GDB4mPjyc7O1tbKvNx+ZXk9PPz49ChQ8TFxaFSqVi1ahVt2rQp8HV37tyZ33//Xfv9w3raufv+zz//cP/+fe0x8fHx2Nraoq+vX2DbkiSVD8n3Mti56DJRepn4N5hL//r9cbEpP2V1ZcAuhKcpr/nQoEGDaNGihXaqtGvXruTk5ODm5sYXX3xB06ZNn+nab775JrGxsbi5uTFjxgzc3NywsLDg0KFDnDlzRhu0DQwMWLRoEWq1mps3b1K58pP3X6ZOnco777xDq1atnnrFe6NGjViyZAlubm7cu3dPe287t/xKixoYGLB69Wrefvtt3N3d6dSpExkZGbz55puoVCpcXV15+eWXWbx48SMj68dVq1aNadOm0axZMzp27IiXl1eex40YMYLx48drF53lPv/bb7+lXbt2uLu74+XlpV1EmJ9Zs2Zpy4Y6OzszZ84cQPMeHj58GC8vL3bv3k2tWrW05xw4cIDu3bsX2K4kSeWDSqVm/e/nyMxSccp1LWZGJrzj+U5Zd+tRQohy++Xt7S0ed/ny5SceK22BgYHitddeE0IIceDAAdGjR498j+3Ro4fYu3dvsV07JydHpKenCyGEuHnzpnBwcBCZmZn5Hn/x4kXx3nvvFcu179y5Ixo3blwsbb0I+vbtK65evVpq1ysPvxuSVFHtXHlF/D5unxj8v/nCZbGLWHNtTcEnZCQJ8aWNEDs/LdZ+AP4in5hYoe9hl5WnKa+ZkJBAkyZNcHd3p0OH4tu7l5aWRrt27cjOzkYIwezZszEwMMj3eBcXF3766adiu770dLKysujTp0+BU/uSJJUP18/HcuNQJFdNsgmvuwwXMxf61e2X/wlCwOa3QJ0DDUuv7LEsrylJzwn5uyFJzy7lfgbzp5wgUaXifs8T7I9dy8oeKwu+d338d9j9GRn130a/+4foPrZzqChkeU1JkiRJeoxaLVj0UwBkqzHpqMvBuPX/vdAs+BjsmUKGVQfufLOZ+MWLS62/MmBLkiRJL6TVSy+hE5vJ/QamXDZZipmBWcELzZKjYN1IhKUDUcf0ICcHkZFZav2VAVuSJEl64Zw8FUHcyRjuWujg0SMW/2h/JnpOxNLIMu8TVNmwdiRkJpNgMpz0CxfzPq4EyYAtSZIkvVDuxqRyeOk1UvRg6MRG/HbuZxpbN6Z/vf75n7R3GoQeJ6fVV8TMXYmJnx+KiUmp9RlkwC4UWV6z/Dt48KA2xeiWLVv47rvvANi0adMjJTanTJnC3r17S7QvuYuOdOzY8ZHkKpIkla6sHBXzfvTHSCVoNawRWyKXEpcex2d+n6Grk08+iqCNcOJ38B1D9KbLiIwMqk6bSuHzLRaODNiFUN7Ka1aEmstl2cfevXvz8ccfA08G7C+//JKOHTuWWl+GDh3Kn3/+WWrXkyTpUT//EYh1ogrLZnZUqZfKiisr6FevH662rnmfEHsNNk8Ae19STHuQtGMH1uPHYejkVLodRwbsQilKec3U1FR69OiBu7s7Li4u2nrJjo6OTJ48mSZNmtCkSRNtWs+tW7fi5+eHp6cnHTt21BbhmDZtGmPHjqVz584MGzaMoKAgmjRpgoeHB25ubtqCIsuXL9c+Pm7cuP+cFcg9GoyLi9NWJSuo1KWZmRkffPABXl5edOjQgdjYWG1bn376KW3atOHXX38lICCANm3a4O3tTZcuXbh79y4AN2/epGPHjtqsY7du3UIIwaRJk3BxccHV1VX7Ph08eJC2bdsyYMAAGjZsyJAhQ7S5wXfu3EnDhg1p2bIlGzZs0PZv8eLFTJgwgePHj7NlyxYmTZqEh4cHt27dYsSIEaxbtw6Affv24enpiaurK6NGjSIzM1P7s5k6dSpeXl64urpy9aqmQlxqaiqjRo3C19cXT09PNm/eDGhmYB5Wa3v55ZcfybLWu3fvJ3KsS5JUOlb8cx3jK0lkVTHktaGN+ebUN5qFZl75LDTLTIHVQ0HPCHWvv4j66hsMnJywzpX6uTRV6MQpUd98Q+aV4i2vadioIVU//TTf54taXnPnzp1Ur16d7du3A5rc4g+Zm5tz+vRpli5dyrvvvsu2bdto2bIlJ0+eRFEU5s+fz8yZM/nxxx8BCAgI4OjRoxgbG/P222/zzjvvMGTIELKyslCpVFy5coXVq1dz7Ngx9PX1efPNN1mxYgXDhg0r1HuTV6nLmjVrkpqaipeXFz/++CNffvkl06dP1+bdTkhI4NChQ2RnZ9OmTRs2b96Mra0tq1ev5rPPPmPhwoUMGTKEjz/+mL59+5KRkYFarWbDhg2cO3eO8+fPExcXh6+vL61btwbg7NmzBAUFUb16dVq0aMGxY8fw8fFhzJgx7N+/n7p16+ZZwat58+b07t2bnj17MmDAgEeey8jIYMSIEezbt4/69eszbNgwZs+ezbvvvguAjY0NgYGB/Pnnn/zwww/Mnz+fr7/+mvbt27Nw4UJtopyOHTvy119/YWJiwoULF7hw4cIjqVOtrKzIzMwkPj4ea2vrQv0cJEl6dqeuxxK8NRRjfV3Gvu/DzuCd+Ef780XTL7AysnryBCFgy9sQfwOGbiRu+Wayw8OptXQJOgUkqypJcoT9jIpaXtPV1ZW9e/cyefJkjhw5goWFhbadhwVCBg8erC2wER4eTpcuXXB1deX7778nKChIe3zv3r211aOaNWvGN998w4wZMwgJCcHY2Jh9+/YREBCAr68vHh4e7Nu3j9u3bxf6tedV6hI01cQeBsj8Sm5eu3aNS5cu0alTJzw8PPjqq68IDw8nOTmZiIgIbf51IyMjTExMOHr0KIMHD0ZXV5cqVarQpk0bbdGQJk2aYG9vj46ODh4eHgQHB3P16lWcnJyoV68eiqJoS14+rWvXruHk5ET9+vUBGD58uLbkJkC/fpqsR7lLbu7evZvvvvsODw8PbdW10NDQR0puurm5PVICFcDOzo7IyMhn6p8kSYUXmZDGmtkXMFfr0HOcC4pJDj/4/4CztXP+C81OzYGgDdD+czKyqxO/aBEW/fph2qRJ6XY+lwo9wi5oJFxSilpes379+gQEBLBjxw4++eQTOnfuzJQpU55o5+G/3377bd5//3169+7NwYMHmTZtmvaYh+UsAV599VX8/PzYvn07Xbp0Yf78+QghGD58ON9+++1Tv77ClNx8XH4lNxs3bqz9IPJQUlJSnm0UlIGvtEtu5r5m7usJIVi/fn2e6UcL6ktGRkaeZTolSSp+Gdkq/jfrDC7pCnXb16C+iy0/nPmBuPQ4fm33a94LzUJPwu7PoUF3RLN3iHptKLqVKmE36cPSfwG5yBH2Mypqec3IyEhMTEx47bXX+PDDDwkMDNS28/A+7erVq2nWrBmgmTKvUaMGAEuWLMm3X7dv36Z27dpMnDiR3r17c+HCBTp06MC6deuIiYkB4N69e9pR8bBhwzh9+vQT7eQuufnw3u5/UavV2mNXrlyZZ8nNBg0aEBsbqw3Y2dnZBAUFYW5ujr29PZs2bQI09aPT0tJo3bo1q1evRqVSERsby+HDh2lSwCfbhg0bcufOHW7dugWQ733i/EpuNmzYkODgYO3agWXLlv1nyc0uXbrw22+/aYP92bNngUdLbl66dIkLFy5ozxFCEBUV9cgtFUmSSoYQgilLz9IgMgeTmqZ0GlCfm/dvFrzQLCUG1gwHi5rQZzYJ69aTfu4cdpM/Qs8qj6nzUlRqAVtRlD6KosxTFGWzoiidS+u6JaEo5TUvXryoXQT29ddf8/nnn2uPzczMxM/Pj19//ZWff/4Z0CwuGzhwIK1atcLGxibfPq1evRoXFxc8PDy4evUqw4YNw9nZma+++orOnTvj5uZGp06dtAu9Lly4QLVq1Z5o58MPP2T27Nk0b96cuLi4p3o/TE1NCQoKwtvbm/3792tnDHIzMDBg3bp1TJ48GXd3dzw8PDh+/DigCY6zZs3Czc2N5s2bExUVRd++fXFzc8Pd3Z327dszc+ZMqlatmm8fjIyMmDt3Lj169KBly5Y4ODjkedwrr7zC999/j6enpza4Pzx/0aJFDBw4EFdXV3R0dBg/fnyBr/uLL74gOzsbNzc3XFxc+OKLLwB44403SElJ0a5hyP1BIyAggKZNm6KnV6EntySpQvhr/01MAxLQM9Rl0AQPFAW+Of0NJvomeS80U+XAulGQkQgvLycnJZuYH3/ExM8Pi/8owVsq8ivj9TRfwEIgBrj02ONdgWvATeDjx56zAhY8TfsvUnlNBwcHERsbW2x9LEhiYqIYMGBAsbVnampabG097yZOnFis5VZzKw+/G5JUXhy4Gi3Gvr1L/DZunwgJihNCCLHj9g7hsthFrL66Ou+Tdn0uxFRzIc6uFEIIEf7e++KKi6vIuH07z8OvenqJqG+/K9Z+U0B5zaKOsBc/CM5aiqLoAn8A3QBnYLCiKM65Dvn8wfMV1tOW16xfvz7GxsbFWl6zOJibm7N27dqy7sYLycXFpdz9/yBJz5tbsSn8svAcbll6uHeqSS1na1KzU/nhzA80qtwo74Vml7fA8VngMwo8BpNy5Mh/7rmuvX0bNm8UPBNXnIpcXlNRFEdgmxDC5cH3zYBpQoguD77/5MGh3z342iOEyDe1lKIoY4GxALVq1fJ+eM/1IVlCUJLyJn83JAmSMrIZ8vNR2oeqqVKzEq9M9kFHV4cf/X9kcdBiVnRfgZvtozs3iLsBc9uBbX0Y+Q/qbDW3e/VG0dfHafOmUt3GVdrlNWsAYbm+D3/w2NtAR2CAoij5fiQRQswVQvgIIXxsbW1LoHuSJEnS80ilFry7IhDPcBXGhnr0Gu+Gjq4OtxJusfzycvrV6/dksM5K1SRH0dWHgUtAz5C42XPIDg+n6vRpZbbnOi8lsfIlr/0sQggxC5hVAteTJEmSJH7YfQ1xPpEqKj06j3GmUmUjhBB8cyqfhWZCwNZ3IPYqDN0AljXJuH6d+IULy3zPdV5KYoQdDtTM9b09ILNESJIkSSVm87kIdu+5g0+WHq5ta1DbQzNDuyt4F6ejTjPRcyKVjSo/etLpeXBxLbT7DOq0R6jVRE2dVi72XOelJAL2GaCeoihOiqIYAK8AW56lAUVReimKMjd32k5JkiRJysuliET+t+YCvTIMsalpRov+9QBIzU7l+zPf06hyIwbUfzQdMWGnYdenUL8rtPoAgIS160g/e7Zc7LnOS5ECtqIoq4ATQANFUcIVRXldCJEDTAB2AVeANUKIoILaeZwQYqsQYmzutJ3lSWHLa+Yu8yg9KXfhke7du5OQkEBCQsIj1a0iIyOfyANe3HKX5ty2bRtTp04t0etJklR4scmZjF3iT49UA4z1dOgy2gVdfU1o++v8X8Skx/BZ08dKZ6bEPkiOUgP6zgEdHXJiY8vXnus8FClgCyEGCyGqCSH0hRD2QogFDx7fIYSoL4SoI4T4uni6Wn4Utrxm7jKP5V1Z1/resWMHlpaWTwTs6tWrP3UGtuLQo0cPtmzZQlpaWqldU5Kkp5OVo+aN5QHUj1Nhl6nQbkhDLKuYAHAr4RbLLi+jb92+uNu6/3uSKgfWjYT0ezBoGRhrRtLR381ApKdTderUIqU5LkkyNWkh5C6veffuXVq3bo2HhwcuLi4cOXIE0JR69PLywt3dXbvv9mGZR4ARI0Ywfvx4WrVqRf369dm2bRsArVq14ty5c9prtWjR4pHUlo/LPRoEmDBhAosXLwbyLws5bdo0hg4dSvv27alXrx7z5s3TttWuXTteffVVXF1dUalUTJo0CV9fX9zc3Pjrr7+015k5cyaurq64u7trP4ScO3eOpk2b4ubmRt++fbl//z6gGTk/LB1av3597XtUUBlKR0dH4uLi+Pjjj7l16xYeHh5MmjSJ4OBgXFxcAE1O7pEjR+Lq6oqnpycHDhzQvs/5lQLdvXs3zZo1w8vLi4EDB5KSkqL9eeVVmlNRFNq2bav9+UiSVD4IIZi65RKxNxPxTdOjUfNq1G9SVfvct6e+xVjfmHe93330xANfQfAR6PEjVNOsGE85cpSk7duxHjcOw9qlX+f6aZXL/IiKovQCetWtW7fA446suU5cWEqxXtumphmtBtXP9/nHy2uuXLmSLl268Nlnn6FSqUhLSyM2NpYxY8Zw+PBhnJycuHfvXp5tBQcHc+jQIW7dukW7du24efMmo0ePZvHixfzyyy9cv36dzMzMJ6o9PdPryaMsJGhSk548eZLU1FQ8PT3p0aMHoMmLfunSJZycnJg7dy4WFhacOXOGzMxMWrRoQefOnbl69SqbNm3i1KlTmJiYaF/fsGHD+O2332jTpg1Tpkxh+vTp/PLLLwDk5ORw+vRpduzYwfTp09m7dy+zZ8/OtwzlQ9999x2XLl3Sfoh5WCkL4I8/NPl3Ll68yNWrV+ncuTPXr18H8i4FamxszFdffcXevXsxNTVlxowZ/PTTT3z00UcFlub08fHhyJEjDBo0qNA/B0mSitfykyFsPhnGGzmmWFU1otXL//7d3hW8i1NRp/jM77NHF5pd3Q5Hfwav4eCpqainTk8navp0DBwdsR5bNnWun1a5HGGX53vYj5fX9PX1ZdGiRUybNo2LFy9SqVIlTp48SevWrXF6kB2ncuXKebY1aNAgdHR0qFevHrVr1+bq1asMHDiQbdu2kZ2dzcKFCxkxYkSR+ptXWUiAl156CWNjY2xsbGjXrp22EEiTJk20/d69ezdLly7Fw8MDPz8/4uPjuXHjBnv37mXkyJGYmJhoX19iYiIJCQnaghlPU57yv8pQ/pejR48ydOhQQFO8w8HBQRuw8yoFevLkSS5fvkyLFi3w8PBgyZIlhISE/GdpTlkOU5LKlxO34pm+5TJDFTP01dBljAv6hppblGnZaXzvr1loNrD+wH9Pir8FG8dDNQ/oNlP78L97rqeXqz3XeSmXI+ynVdBIuKQ8Xl6zdevWHD58mO3btzN06FAmTZqEpaXlU90Dyassp4mJCZ06dWLz5s2sWbNGuwgrP7nLYUL+JTEfL4eZX0nQ3CU7hRD89ttvdOnS5ZFjd+7c+cz3eJ62H8+ioCx9eZXgFELQqVOnJyp5nTt3TpbDlKQKIuxeGm+tDKSTjjHm91W0GtIA6xpm2ufnXJhDTFoMP7b58d+FZllpmuQoOrrw8jLQNwL4d891376Y+pWvPdd5KZcj7PLs8fKaISEh2NnZMWbMGF5//XUCAwNp1qwZhw4d4s6dOwD5TomvXbsWtVrNrVu3uH37trau8ujRo5k4cSK+vr7a0fnp06cZNmzYE204ODhw+fJlMjMzSUxMZN++fU/1OjZv3kxGRgbx8fEcPHgQX1/fJ47p0qULs2fPJjs7G4Dr16+TmppK586dWbhwoXYh1r1797CwsMDKykp7f/ppylMWVIbyofzKYT5+/vXr1wkNDc2zNvVDTZs25dixY9oSmmlpaVy/fv0/S3Nev35de99ckqSyk5aVw5il/linC1zvC+p62+Hcsrr2+dsJt1kWpFlo5mHnoXlQCNj2HsRchn7zwbKW5uGHe67NzLD7aFIZvJpnV6FH2GXlYXnNjh07cvDgQb7//nv09fUxMzNj6dKl2NraMnfuXPr164darcbOzo49e/Y80U6DBg1o06YN0dHRzJkzByMjzac+b29vzM3NGTlypPbY0NDQPEd5NWvWZNCgQbi5uVGvXj08PT2f6jU0adKEHj16EBoayhdffEH16tW108kPjR49muDgYLy8vBBCYGtry6ZNm+jatSvnzp3Dx8cHAwMDunfvzjfffMOSJUsYP348aWlp1K5dm0WLFhXYhzfeeIORI0fi5uaGh4dHnvWura2tadGiBS4uLnTr1o233npL+9ybb77J+PHjcXV1RU9Pj8WLFz8ysn6cra0tixcvZvDgwWRmZgLw1VdfUb9+fW1pThsbG1q2bMmlS5e05x04cIBvv/32qd5XSZJKhhCCD9eeJ/RuMu+qzTGurEvb1xpqZ8eEEHxz+psnF5r5L4ALf0PbT6BeR+3DD/dcV/v223K55zpP+ZXxKssvoBcwt27duk+UHisPJQRzl9csrOHDh4u1a9fm+VxERISoV6+eUKlU2sc+/PBDcf78+SJd86GpU6eK77//vljaet5FRUWJ9u3bl3U3nkp5+N2QpJIya+914fDRNvHH/46LP9/cL6KDEx95/p87/wiXxS5i1ZVV/z4YdkaI6dZCLOsvRK6/p9kxMeKqbxMRPHSYUKvVpfUSngolWF6zRIhyvOgMnq68ZmEtXboUPz8/vv76a3R0/v3xfP/990VaLS4VTmhoKD/++GNZd0OSXmi7g6L4cc91httWRoSn06xvHewczLXPp2WnaTOaaReapcbBmmFgXg36zYVcf0+1e66nTSu3e67zUuTymiXJx8dHPL7oSpYQlKS8yd8N6Xl0PTqZvn8cw6OSCS1DVNRqVJnub7o9Emh/CviJRZcWsazbMs29a7UKlveDkBPw+i6o/u+twpQjRwkbMwabCROwnfBWHlcsWwWV15T3sCVJkqRyKSEtizFL/amkp0enBD0w06X98EaPBOvbiZqFZn3q9vl3odmBb+D2Qeg165FgXZH2XOelXE6J/5fyPCsgSWVB/k5Iz5sclZoJK89y934G71pak3Yvg86vN8bY7N+90iJ3RjOvdzUPXvsHjvygSYziPfyRNivSnuu8VLiAbWRkRHx8vPwDJUkPCCGIj4/X7jKQpOfBt/9c5ejNOD5rXJP4y/fx7elE9XqWjxyzO2Q3J++e5G3Pt7E2toZ7t2HDOKjqBt1/eOTYirbnOi/lckq8oNSk9vb2hIeHExsbW/odk6RyysjICHt7+7LuhiQVi3UB4Sw4eofXXe3JOBlHjQZWeHdzfOSYhwvNGlZuyKD6gyA7HVYPA0V5kBzl322wFXHPdV7KZcAWQmwFtvr4+Dxxk0FfX1+bOlOSJEl6vpwNvc+nGy/S0qkydW5lkGGkS6dRzujoPLqa+68LfxGdFs0PbX5AV9GB7R9A9EV4dS1YOT5ybIXcc52HCjclLkmSJD2fopMyGLcsgCrmhgw1tOB+ZCodRzhjavFoQqTbibdZenkpL9V5SbPQLGAxnFsBrT+C+p0fOVZb57pJEyz6lM86109LBmxJkiSpzGVkqxi7LICUzBy+8qrNzZNReHWpRa3G1o8cp11opmvMe97vQUQA/PMR1GkPbT9+ot2Kuuc6LzJgS5IkSWVKCMFnGy9xPiyBGV0acW1bCFVrm9Okd+0njt0TsoeTd08ywXMC1mpgzXAwqwL9F2iKe+RSUepcP61yeQ9bkiRJenEsOHqH9YHhvNOuLhmHY9DRUej0emN0dR8dU6ZlpzHzzEwaWDVgUL3+sOoVSImGUTvB5NEyxuqMDKK+/LLC7rnOS7kcYSuK0ktRlLmJiYll3RVJkiSpBB25Ecs3O67QpXEVfBIVYkKSaTe0IebWTxY7mnthLtFp0XzW9DP0jvwIt/ZDtxlQw/uJY+NmzyE7LKzC7rnOS7kM2OU9l7gkSZJUdMFxqUxYeZZ6dpV4z7kmF/aH49qmBnU87Z449k7iHZZcXkLvOr3xTIiFQzPA/VXwHvnEsZk3bhC/YEGF3nOdl3IZsCVJkqTnW3JGNqOX+qMoMOslV46uvIZNTTOaD3gy/8YjC83qDIANY6CKK/T4UbPvOvexajV3n4M913mRAVuSJEkqVWq14L3V57kTl8ofr3gStOE2qhxBl9Eu6OnrPnH83tC9nLh7grfcxmGzeSIIAS8vBQOTJ45NWLeO9MBA7D76qELvuc6LDNiSJElSqfp573X2Xonmix6N0LuazN2bibR9tQGWVZ4MwLkXmr188zREXYB+f0HlJ1eQ58TFEfPDj5j4+mLRt08pvJLSJQO2JEmSVGq2X7jLb/tvMsjHng6VzfH/J5iGzarSwK9qnsfPuziPqNQoPrPyQu/ccmj1ATToluex2j3X0yv+nuu8yIAtSZIklYqgyEQ+XHser1qWfNK+PnsXXcGqigmtX2mQ5/F3Eu+wOGgxvau1xPPgL1C7LbT7LM9jU44eI2nbNqzHjsWw9pOj7+eBDNiSJElSiYtPyWTs0gAsjPWZ/aoXR5ZfIzMth86jXdA3fPK+tRCC705/h7GuEe9dOQqmtnkmR4EHe64rcJ3rp1UuA7bchy1JkvT8yFapeXNFILEpmfw11JuIUzGEXb5Hy0H1sLE3y/OcfaH7OB55nLdyTLBJvAuDloCpTZ7HavdcT5uGjqFhnsc8D8plwJb7sCVJkp4fX269zKk795jR35Uq2QonN9+mjpctjVtVz/P4tOw0ZpyZQX19S16+7Q9dvwV7nzyP1e657tMH06Z+Jfkyyly5DNiSJEnS82HlqVCWnQxhbOvadKtfhV3zL2FmZUi71xrmuzBs/sX5moVmIdfQc3sZfEfnedwje64nf1SSL6NckAFbkiRJKhGn79xjyuZLtKlvy0ddGnBg2VXSErLoMtoFQxP9PM8JTgxm0aVF9E7PxsuiLvT85YnkKA89z3uu8yIDtiRJklTsIhLSeWN5ADUrmzDrFU8uH47k9rlYmvatQxUn8zzPEULw7cmvMVKreC8xDV5elmdyFHj+91znRQZsSZIkqVilZ6kYu9SfrBw184b5kBWXwbH1N3BwscajQ818z9sXuo/jUSeZcC8em5dmg3WdfI993vdc50UGbEmSJKnYCCH4aP0FLt9N4pdXPKhlbsSu+ZcwNtWnw4hGKDp5B9f0nHRmHptK/cwsXnYZBQ175HuNF2HPdV5kwJYkSZKKzexDt9h6PpIPOzegfUM7Dq26RlJsOp1eb4yxWf5lLucd/5q72Ul8alATvQ5T8z3uRdlznRe9su6AJEmS9HzYfzWa73ddo6dbNd5sW4erJ6K4fioa355O1Kif/6KwkJgLLL69mV6ZaryHrALd/EPTwz3XtRYvfq73XOdFjrAlSZKkIrsZk8w7q87hXM2c7we4cz8qjcN/X6NGfUt8ujvme55Qqfh251gMhZr3O/wCZrb5Hvsi7bnOS7kM2DLTmSRJUsWRmJ7NmKUBGOjpMHeYD/rA7vmX0DPQpdOoxujkc98aYP/udzkmUnmrahts6nbK97gXbc91XsplwJaZziRJkioGlVowcdVZwu+nMfs1b2pYGnN07Q3iI1LpOMIZU8v8p63Tr+9kRuRe6inGvNL51wKv86Ltuc6LvIctSZIkFdrMnVc5dD2Wb/q60sSpMjcDYgg6Eolnp1o4uFjnf2JCGPP2vMNdMwMWt/8ZPd28E6nAi7nnOi/lcoQtSZIklX+bzkbw1+HbvNa0Fq/61SIxNp0Dy65Qxckcvz4FbLfKySRk7RAWm+rTs0YbvO1bFHidF3HPdV5kwJYkSZKe2YXwBCavv0ATp8pM7dUYVY6a3fMvgaLQ+fXG6OrmH17EPx/zbU4khnpGfNBiWoHXeVH3XOdFBmxJkiTpmcQkZzB2aQA2ZobMHuKFvq4OJzfdIiYkmfZDG2JuY5z/yef/Zv+VVRwzMeZNr3ewMc67ZCY82HP95Zcv5J7rvMh72JIkSdJTy8xRMX5ZAInp2ax7oxnWZoYEX4zj3N4wXFrXoI6XXf4nR10ifdu7zKxRlXqWtRnccHCB14qbM4fs0NAXcs91XmTAliRJkp6KEIIpm4IIDE3gj1e9aFzdgpT7mexbfAXrGma0GFg3/5PTE2D1a8y3qkykomKR36fo6eQfgjR7rhdi8dJLL+Se67zIKXFJkiTpqSw5Hsxq/zAmtKtLD7dqqFVq9iwMIidbRZcxjdHT1837RLUaNr1BaGoki8wM6VG7Bz5VffK9jlCruTttOromJi/snuu8yIAtSZIk/afjN+P43/YrdGxkx/ud6gNwZkcwkTcSaPNqA6yqmuZ/8rFfENd28G09Xwz0DPnA+4MCr5Wwfj3pAQGaPdeVKxfny6jQZMCWJEmSChR2L403VwZS28aUn1/2QEdHIfzaffx3BNOgaVUaNq2W/8m3D8L+/3GgQTuOpoXypvub2Jrkn340Jy6OmO9/wMTHB4t+fYv/xVRg8h62JEmSlK/UzBzGLPVHrRbMG+ZDJSN90pKy2LMwCEs7E1q/Uj//kxMjYN3rpFvXZYZeKnVN6jK4UcELzaJnzESdnk7VL6e/0Huu8yJH2JIkSVKe1GrB+2vOcT06md9f9cLRxhShFuxbcpnM1By6jGmMgVE+476cLFg7HHIyWODZk8i0KD7z+wx9nfwzmqUcO0bS1q3YjBnzwu+5zosM2JIkSVKeZu2/wa6gaD7t3ojW9TXT2Gf3hhIadI8WA+piY18p/5N3fwbhZwjtMp1Ft7f850IzTZ3rLzFwcMB63NjifinPBTklLkmSJD1h56Uoftl7g35eNXi9pRMAUbcTObXpNnU8bXFpUyP/ky+sgdNzEX5v8t39QPR19f9zodm/e64XyT3X+SiXI2xZXlOSJKnsXI1K4v0153Cvack3fV1RFIWM1Gx2zw/C1NKQdkMb5n9/OfoybH0HajXjYKMOHIk48p8LzR7dc920hF5VxVcuA7YsrylJklQ27qdmMWapP2aGeswd6o2Rvi5CCA4sv0pqQiadRzfG0CSf+9AZibD6NTCsREa/v5gR8AN1LQteaCb3XD89OSUuSZIkAZCjUvPWykCiEzP5e1xTqpgbAXDpUAS3z8bSrF8dqtbOZyAlBGx6E+4Hw/CtLAjeRkRKBAu7LCxwodnDPdfVvv5a7rn+D+VyhC1JkiSVvq+2X+H4rXi+6eeKVy0rAGLDkjm27ia1Glvj2bFW/icfnwVXt0Gn6YRVrsXCiwvp7tQd36q++Z4i91w/GxmwJUmSJNacCWPx8WBGtXBigLc9AFkZOeyeH4ShqR4dRzRC0cnnvvWdI7B3Gji/BM0m8N2Z79DT0eMDn4IXmsk9189GBmxJkqQXXEDIfT7fdImWdW34tHtD7eOH/75OQkwanUY1xriSQd4nJ0XCupFQuQ689AcHww9xOPwwb3q8iZ1J/pW75J7rZyfvYUuSJL3A7iamM25ZAFUtjPj9VU/0dDXjuKsn73LtZBQ+PRyxb2CV98mqbFg7ArLSYPg2MnT1+e70d9S1rMurjV7N95pyz3XhyIAtSZL0Alp9JpQlx0MQQHpWDivH+GFpohlF349K5dCq61SvZ4lvd8f8G9n9BYSdgv4LwK4hC8/9+VQLzeSe68KRAVuSJOkFcy4sgcnrL2q/nzvUm/pVNFnLcrJU7JoXhJ6eDp1GNUZHN587pxfXwanZ4DceXAcQlhTGgosL6ObUrcCFZnLPdeHJe9iSJEkvkJjkDMYvC9B+P7Z1bTo3rqr9/ti6m8RHpNBhRCPMrPIZ/cZchS0ToaYfdPofADPOzEBPR48PfT7M99pyz3XRyBG2JEnSCyIrR82bywNJTM9mxWg/opMy6Ov5b4rRW4ExXDocgUfHmji62uTdSEaSJjmKgQkMXAx6BhwMO8ih8EN86PNhgQvN5J7ropEBW5Ik6QUxfWsQ/iH3+f1VT1rUfTQgJ8Wls3/ZVewczWnap07eDQgBWybAvVswbAuYVycjJ4PvTn9HHYs6BS40k3uui04GbEmSpBfAylOhrDgVyhtt69DTrfojz6lUanYvCAIh6Px6Y3T18rlbeuIPuLwZOk4Hp1YALLy08KkWmsk910Un72FLkiQ95wJC7jF1yyXa1Lflw84Nnnj+1KbbRN9Jot3QRljYGufdSPAx2DMFGvaEFu8AEJb8YKGZY8ELzVKPH3+w53q03HNdBDJgS5IkPceiEjMYvzyQGpbGzHrFE93HspWFXIrn7J5QGreqTl3vfO4/J0dpkqNYOUKfP+HBCHnm6Zn/mdFMnZHB3enT0XeohfW4ccX1sl5IckpckiTpOZWRrWLc8gDSMnNYMdoPi8eqbKXcz2Tv4stY1zCl5cB6eTfyMDlKZjIM3QRGmuIfh8IOcTD8IB94f0AV0yr59iHur7/IDgml1qKFcs91EcmALUmS9BwSQjBl8yXOhyUw57V/91k/pFYL9i4KIidLRefRLugZ6Obd0N5pEHoC+s2DKs4AZORk8O3pb6ljUYchzkPy7UPmzZvEz1+AxUu9MW3WrLhe2gtLBmxJkqTn0LKTIazxD2dih3p0dan6xPM3A6KJuJ5Au6ENqVzNNO9GgjbCid/Bdwy4DdI+vOjSIiJSIljQeUG+C82EWs3dqdMe7LmeXCyv6UUn72FLkiQ9Z07ejufLrZfp2MiOdzvkPdWdkZINQG1327wbib0GmyeAvS90+Ub7cFhyGAsuaRaaNanWJN8+JG7YQHpAAHYfTZJ7rouJDNiSJEnPkYiEdN5aEYiDtQk/v+yBTn4lMQuSmQKrh4KeEQxcAnr/VuqaeXomuopugQvNcuLjidbuue5XmJch5UEGbEmSpOdEepaKccv8ycpRM3eYD5WM8t8XnS8hYMvbEH8DBiwEi38zoR0OP8zB8IO84f5GgQvNomfMQJ2WRtXp0+Se62JUagFbUZTaiqIsUBRlXWldU5Ik6UUhhOCTDRcIikzi18Ee1LE1K1xDp+ZA0AZo/wXUbqN9OFOVybenvqW2Re0CF5qlHj9O0pYHe67r5JMxTSqUIgVsRVEWKooSoyjKpcce76ooyjVFUW4qivIxgBDithDi9aJcT5IkScrbgqN32HQukg861ad9w/xHvwUKPQm7P4cG3aHFu488tfDSQsJTwvnU79N8F5rJPdclq6gj7MVA19wPKIqiC/wBdAOcgcGKojgX8TqSJElSPo7eiOObHVfo5lKVt9rVLVwjydGwZjhY1IQ+s0Hn3/AQnhzOgosL6OrYFb9qfvk28XDPdbVp0+Se6xJQpIAthDgM3Hvs4SbAzQcj6izgb+Clp21TUZSxiqL4K4riHxsbW5TuSZIkPfdC49OYsCqQenaV+GGge+HuGatyYN0oyEiEl5eDseUjT884MwMdRafAhWZyz3XJK4l72DWAsFzfhwM1FEWxVhRlDuCpKMon+Z0shJgrhPARQvjY2uaz3UCSJEkiLSuHscv8EQLmDvPG1LCQqTX2TYeQo9DrF6jq8shTh8MPczBMs9CsqumT+7lB7rkuLSWROCWvj3dCCBEPjC+B60mSJL1whBBMWnuB69HJLB7ZBAfrfJKf/Jdr/8DxWeAzCtxfeeSphwvNnCyceK3Ra/k28XDPdbWvv5J7rktQSQTscKBmru/tgcgSuI4kSdILa/ahW2y/eJdPuzekdf0izEbu+AhqeEPX7554atGlRYSnhDOv8zz0dfNeaCb3XJeekpgSPwPUUxTFSVEUA+AVYMuzNKAoSi9FUeYmJiaWQPckSZIqtgPXYvh+1zV6u1dnTKtClqvMydL8V1fvQXKURxeJRaREMP/ifLo4dqFptab5NiP3XJeeom7rWgWcABooihKuKMrrQogcYAKwC7gCrBFCBD1Lu0KIrUKIsRYWFkXpniRJ0nPnTlwqE1edpVFVc2b0dyt0kLx9PgAApddPYFnziednnNYsNPvQ58N825B7rktXkabEhRCD83l8B7CjKG1LkiRJj0rJzGHMUn/0dXWYO8wb4/wqbP0H/8M3ibhpw4WqB0m3H8njG7AOhx/mQNgB3vN+L9+FZnLPdemTqUklSZIqALVa8P7qc9yJS+X3Vz2xtzIpVDsRt+9x4u87hJtf54Tj5ieez1Rl8t3p73CycGJoo6H5tiP3XJe+chmw5T1sSZKkR/22/ya7L0fzeY9GNK9jU6g2UhMz2fD7aVL0E4h2+wehqJ84ZvGlxYQlh/FJk0/yXWgm91yXjXIZsOU9bEmSpH/tuRzNz3uv09/LnhHNHQvVhipbzcpfD6PKEOh1u0sH6xpPHBOREsG8i/Po7NCZZtXzDsRyz3XZKZcBW5IkSdK4GZPMe6vP4W5vwdd9XQq1yEwIweYlp8iK1CXU5xTvthoMIcc0Txr8u3975umZ6Cg6TPKdlG9bss512ZEBW5IkqZxKTM9mzNIAjPR1mDPUGyP9wi0yO73vBnf907nmeJzPXn4T/Q1jIf2+5kldTa3rI+FH2B+2n3Fu4/JdaPZwz7Wxj7fcc10GZMCWJEkqh1Rqwbt/nyXsXhqzX/OmmoVxodoJvRbHmfWhhFldYezrfbA++ivc2g+N/w24Waosvjv9HY7mjgxzHpZvWw/3XFebJvdcl4VyGbDlojNJkl50P++5zoFrsUzr3Rhfx8JNPSffy2Dz7AASDWNpNrQWLhEX4MTv0GQc1PTVHrc4aDGhyaGa0pn5LDRLPXGCpC1bsR79OoZ1C1kRTCqSchmw5aIzSZJeZDsu3uX3AzcZ3KQmQ/xqFaqN7CwVq349QnZ2Dvrdo3mpUlXY+g44tYEu32iPi0yNZN6FgheaqTMzuTttGvoOtbCRe67LTEnkEpckSZIK6WpUEh+uPY9XLUum9W5c+EVmC06RFa0Q2vQE3zcZC/M7gnl1GLhYk470gZlnZqIoSoELzeIf7LmutXABOkZGhXlZUjEolyNsSZKkF1FCWhZjlwZgZqjHnNe8MdQr3CKzEzuvEX0+gyt1jvBF/zfQXzMcslJh8N9g8uj0ekB0AGPdxua70Czz1i3i5s3HvHcvTJs3L1R/pOIhR9iSJEnlQI5KzdurzhKVmMHf45piZ164keydSzEEbg4n2PoibwwfgPXuaRB5Fl5ZCXaNnjje0dyR4c7D82xLs+d6KjomJlSRe67LnBxhS5IklQMzd13jyI04vurjglctq0K1kRibxva557hnEkXL1+rgcmM/XFwD7T+Dht0fOdZQV5NO9BO//DOaJW7cSLp/AFUmfYietXWh+iQVn3I5wlYUpRfQq65ciShJ0gtg87kI5h6+zbBmDgzyfbJy1tPIyshh9a/HyVRnYtA9hj66drBnKjTuC62erLjV3ak7dSzr4GnnmWd7OfHxRM/8Xu65LkfK5QhbrhKXJOlFcSkikY/WXaCJU2W+6OlcqDaEWrBp7iky4yCkyXE+cO0K61+Hqq7w0h+Qx8I1E32TfIM1QMzMmf/uudYpl6HihSN/CpIkSWUkPiWTccsCsDY14M8hXujrFu5P8pEtV4i9nMmlevuY2msM+muGgp6h5r51rtSjTyv1xAkSN2+Re67LmXI5JS5JkvS8y1apeWtlIHEpmawb3xwbs8KVqLx5LpqLO6O4aRvA20NfwXrbh3A/BIZvBctnn16Xe67LLxmwJUmSysDX269w8vY9fn7ZHVf7wt3+u3c3lZ0LLhBrGkGbV+vjcnYN3NoHvWaBQ+HKXso91+WXDNiSJEmlbK1/GIuPBzO6pRN9Pe0L1UZmWjZrZ50gnVSMe8TTJ9PwQdrRseCd9zat/2xT7rku18rlPWyZS1ySpOfVubAEPtt0iRZ1rfm4W8NCtaFWCzbMPk1mgpqQpsf4oG6LB2lHWz+SdvRZyD3X5V+5DNhylbgkSc+jmOQMxi8LwK6SIb8P9kKvkIvMDq0P4t6NTC7U38O0TiM1mczMq8HAJZDPnur/Ivdcl39ySlySJKkUZOWoeXN5IInp2ax/ozlWpgaFaufq6Ugu74vhapUTvDv4FWw2vQVZKTB04xNpR5+W3HNdMciALUmSVAqmbw3CP+Q+v7/qiXN180K1ERuazN4ll4mqdIf2gxvjcvwviAzUbN+qUrg93CD3XFcUMmBLkiSVsJWnQllxKpQ32tahp1v1QrWRnpzF+t9PkaqbiGmPBPrGp8OF1dDuc2jYo9B90+65fmO83HNdzsmPUpIkSSUoIOQeU7dcok19Wz7s3KBQbahUajb8eZrMFBUhTY/xYTVX2DMFnPtA6yfTjj4tuee6YpEjbEmSpBISlZjB+OWB1LA0ZtYrnujqPHtta4ADfweRcCeLc847+L7Na+gv7Q9VXaDPn3mmHX1acs91xSIDtiRJUgnIyFYxbnkAaZk5rBjth4VJ4VZvXzoWzrUjsVyqfogP+r+CzYbxmpXgr6wqVNrRhzJv35F7riuYcjklLvdhS5JUkQkhmLL5EufDEvhxkAf1q1QqVDtRtxM5uOIq4RbX6DTIDZcDP2jSjr68vFBpR3NLPX4csrOxnfhOkdqRSk+5DNhyH7YkSRXZspMhrPEPZ2KHenR1qVqoNlITMtn0hz/J+veo1C2JfqFn4eZe6PFDodOOPkIIAHRMTYrellQqymXAliRJqqhO3o7ny62X6djIjnc71CtUG6psNRv/OE1GehYhzY8xycIejv8GvmPAe0TxdliqMOQ9bEmSpGISkZDOWysCcbA24eeXPdApxCIzIQR7ll8kMSybANet/OwzAP2Vr4BjK+j6bQn0Wqoo5AhbkiSpGKRnqRi71J+sHDVzh/lQyahwi8zOHwzj1ql4ztrv4aMeA7HZ+AZUqgqDlhY67aj0fJAjbEmSpCISQvDJhgtcvpvEguE+1LE1K1Q7Edfvc3TNDUKsLtG9vyeue/4HmckwdEOh045Kzw8ZsCVJkopowdE7bDoXyYed69O+YZVCtZEUn86W2YEkGEVj0S2Nflf2QUQAvLwCqjQu5h5D5s2bACh6MgxUFHJKXJIkqQiO3ojjmx1X6OZSlbfaFS61Z3aWik1/+JORlUFY8xNM1jWGC39Du8+gUc9i7jHcW7achNWrsRz8CrqVCrflTCp98qOVJElSIYXGpzFhVSD17Crxw0B3lEJkHRNCsGvRBZIiszjjvplZzl3RX/c6OL8ErScVe5+Tdu4k+ptvMOvYgaqff17s7UslRwZsSZKkQkjLymHsMn+EgLnDvDE1LNyf04BdwYScvY+/wz983PElbNa9AXaNoc/sIqUdzUvqqdNETvoIYy8vavzwA4qubrG2L5WscjklLjOdSZJUngkhmLT2Atejk/ltsCcO1oVLERoSFM/JTbe5aR1I716euO2cqlkJPnhlkdKO5iXj2jXC33oLA0cHav75h8wdXgGVy4AtM51JklSezT50i+0X7/Jxt4a0rm9bqDYSotPYMfcc8SYRWHfJoN+5DXD/Dry8DCxrFWt/s8IjCBs9Bh0zM2rOnYuu/NtaIckpcUmSpGdw4FoM3++6Rm/36oxpVbtQbWRl5LDpD3/SVGmEtT7J7HQrTdrRnr+AQ/EW4si5f5+wMWNQZ2biuGI5+tWqFWv7UukplyNsSZKk8uhOXCoTV52lUVVzZvR3K9wiM7XgnwXnSY7N4rTrRr5z8EL/xO/gOxp8RhZrf9VpaYSNH092ZCQ1Z/+JYb3CpUqVygc5wpYkSXoKKZk5jFnqj76uDnOHeWNsULgFW6e23Sb8YiKnnLbwWcuu2GyY8CDt6HfF2l+Rk0PEe++TcfES9rN+xcTbu1jbl0qfHGFLkiT9B7Va8P7qc9yJS+X3Vz2xtypchavbZ2MJ2BHCVdtT9O3qgdvOKVCpCgxcUqxpR4UQ3J06lZRDh6g6ZQqVOnYstralsiNH2JIkSf/ht/032X05mqm9nGlex6ZQbcRHprBz0QWizUKw65RF/9PLISMJRu8BU+ti7W/srFkkrt+AzVtvYfXKy8XatlR2ZMCWJEkqwJ7L0fy89zr9vewZ0dyxUG1kpGaz+fcAUkUyEc1OMydO/SDt6PJiTzt6b+VK4mfPwXLgQGwmvFWsbUtlS06JS5Ik5eNmTDLvrT6Hu70FX/d1KdQiM7VasGPeeVLvZ3HabQMzbGujf2E1tP0UGvUq1v4m7dxF9P++wqx9e6pOnVKo/krllwzYkiRJeUhMz2bM0gCM9HWYM9QbI/3CLTI7vuEGd68mcaz2ej73aY3NgW9LJO1o6unTRE6ahLGHBzV+/EEW9XgOyZ+oJEnSY1Rqwbt/nyXsXhqrxjalmoVxodq5fjqK83vDuVTlCAM7uOO+88t/047qFN94KePadcLfmoB+rVrUnP0nOsaF669UvsmALUmS9Jif91znwLVYvurjgq9j4epQx4Yms3dpEJGVblGtQw79jy0AXb1iTzuaHRlJ2Jgx6BgbU2veXHQtLYutbal8kQFbkiQplx0X7/L7gZsMblKTIX6FSxGalpTFlj8CSdZNJLL5aeaG3NekHR22pVjTjubcv0/o6DGo09NxWL4c/erVi61tqfyR97AlSZIeuBqVxIdrz+NVy5JpvRsXatGWSqVm+1/nSE3O4JTbOmYaV0b/1l7o/j04tii2vqrT0wl/402yw8Op+ecfGDWoX2xtS+WTDNiSJElAQloWY5b6Y2aox5zXvDHUK9wisyOrrxNzK4XDdVczpZE3tif/Ap/XwWdUsfVV5OQQ8f4HpJ8/T/UfvsfE17fY2pbKr3IZsGV5TUmSSlOOSs3bq84SnZjJnKHe2JkXrvTk5aORBB2O5Fy1fbzSsjEe+2Zo0o52m1FsfRVCEDV9OikHDlB1yheYd+5cbG1L5Vu5DNiyvKYkSaVp5q5rHLkRx1d9XPCqZVWoNqJuJ3Jg5RXCLK5Qs42KAUfmlUja0bjffidh7Tqs3xiP1eDBxdauVP7JRWeSJL3QNp+LYO7h2wxr5sAg35qFaiPlfiZbZ58lySCeu03PMO9GqCbt6Ou7izXt6P2//ybuzz+x6N8P24kTi61dqWKQAVuSpBfWpYhEPlp3gSZOlfmip3Oh2sjJVrFtzlnS0jI46b2O+epKGEQEwKBlUNWl2PqatGcPUV/+D7O2bak2fbrMYvYCKpdT4pIkSSUtPiWTccsCsDY14M8hXujrPvufQyEEB1dcJT4kjQP1VjDdoT62F9dB20/AuXex9TUtIIDIDz7E2NWVGj//JLOYvaBkwJYk6YWTrVLz1spA4lIy+WuoDzZmhoVq58KBcK6djMbf/h+G+NTD4+gf0Kg3tP6o2PqaeeMGYW+8iX6NGtjPmS2zmL3A5Mc0SZJeOF9vv8LJ2/f4+WV3XO0Lt7g1/Oo9jq69zh2rizg2VzPw6Hywcy7WtKPZd+8SOmYsOoaG1Jo/Dz2rwi2Ik54PMmBLkvRCWesfxuLjwYxu6URfT/tCtZEUl86OuRdIMIohtkkg3wQFgY4evLISDM2KpZ+qhARNFrOUFBxWLEe/Ro1iaVequGTAliTphXEuLIHPNl2iRV1rPu7WsFBtZGeq2Db7HGlZaZz0WceCVBUG94Nh2GawciiWfqozMgh78y2yQ0OpOX8+Rg0aFEu7UsUm72FLkvRCiEnOYPyyAOwqGfL7YC/0CrnIbN/Sy9yLSGVf/aX8z7YadjcPQLeZ4NiyWPopcnKI+OBD0s+epfr3MzH1a1Is7UoVnwzYkiQ997Jy1Ly5PJDE9GzmDvXBytSgUO0E7grhVkAsp2ptZaiLAx5nlmlSjvq+Xiz9FEIQ9eX/SNm3jyqffop5167F0q70fJBT4pIkPfembw3CP+Q+v7/qiXN180K1EXwxjpObbnHDOpA6vioGHV8MDi2ha/GlHY37808S1qzBeuxYKg99rdjalZ4PMmBLkvRcW3kqlBWnQnmjbR16uhWu/GRCdBq7Flwk3jSSeN+zzLxwFkztYNAS0CvcaP1x91evIe6337Ho2xfb994tljal54sM2JIkPbcCQu4xdcsl2tS35cPOhVu4lZWew9Y/z5GqSuWU5zoWxSVhkJHwIO2oTbH0M3nfPqKmT8e0TWuqfSmzmEl5k/ewJUl6LkUlZjB+eSA1LI2Z9YonujrPHgSFWrB7YRCJMWnsbbCYr0zNsAsPhL5zoKprsfQzLTCQiPc/wMjFBfuff0bRL75CIdLzRQZsSZKeOxnZKsYtDyAtM4e5w3ywMClcEDy97Q4hF+M56rCBEXXs8Ly0Ddp8DM4vFUs/M2/e1GQxq1aNmn/NQcfEpFjalZ5PckpckqTnihCCKZsvcT4sgTmveVO/SqVCtXPrbAz+O4K5YnuShu7ZDDy9Dhr1gjaTi6Wf2VFRhI4Zi2KgT02ZxUx6CjJgS5L0XFl2MoQ1/uFM7FCPri5VC9VGfEQKexYFEVMphATPs/x0/hSKnTP0mVMsaUdViYmEjRmLOikJh+XLMLAvXMY16cUiA7YkSc+Nk7fj+XLrZTo2suPdDvUK1UZGajbb/jxHqpLMadf1LL4bhYGiC6+sKJa0o+rMTMLeeovM4GBqzZuLUaNGRW5TejHIgC1J0nMhIiGdN1cE4mBtws8ve6BTiEVmapWanfMuknQ/nV0uC5ihA1Xi78DQTWDlWOQ+CpWKyA8nkR4QSI0ff8C0adMitym9OOSiM0mSKrz0LBVjl/qTnaNm7jAfKhkVbpHZ8Y23iLiawCGn1YyuYYHnzSPQbQY4tSpyH4UQRP3vfyTv2UOVTz7BvHv3IrcpvVhKbYStKIop8CeQBRwUQqworWtLkvT8EkLwyYYLXL6bxILhPtSxLdy09bVTUZzfG8bFqodp3CiLgf6bwXsk+I4uln7Gz5lDwt+rsR4zmsrDhhZLm9KLpUgjbEVRFiqKEqMoyqXHHu+qKMo1RVFuKory8YOH+wHrhBBjgN5Fua4kSdJDC47eYdO5SD7oVJ/2DasUqo2YkCT2L7tClMUtUlwv8Nm5XSgOLTRFPYrB/bVrif11FhYvvYTt++8XS5vSi6eoU+KLgUey0yuKogv8AXQDnIHBiqI4A/ZA2IPDVEW8riRJEkdvxPHNjit0c6nKW+3qFqqNtKQsts8+T4peAqcar+fH0CsYmNrBoKXFknY0ef8BoqZOw7RlS6p99T+ZxUwqtCIFbCHEYeDeYw83AW4KIW4LIbKAv4GXgHA0QbvA6yqKMlZRFH9FUfxjY2OL0j1Jkp5jofFpTFgVSD27Svww0L1QgVCVo+afvy6SkpzOzgbz+C47nSppCTB4ZbGkHU07e5aI99/HyNkZ+19/kVnMpCIpiUVnNfh3JA2aQF0D2AD0VxRlNrA1v5OFEHOFED5CCB9bW9sS6J4kSc+DqVsuoVYL5g7zxtSwcMtxjqy5QdStRPbVXs7YygZ4hZ0rtrSjmbdvEz7+DfSq2GmymJmaFrlN6cVWEovO8vqYK4QQqcDIErieJEkvoJjkTJo4VcbBunCBMOhIBEGHIzhbfS9utdMZdP6AJotZMaQdzY6OJnT0aNDXp9b8+ehZWxe5TUkqiYAdDtTM9b09EFkC15EkSSqUuzcTOPT3NcKtrpHmfJHPLh5FadhTkye8iFRJSZosZolJOCxbikHNmv99kiQ9hZKYEj8D1FMUxUlRFAPgFWDLszSgKEovRVHmJiYmlkD3JEl6HghRuPNS7mew468LpBjex995Az/fvoihTSPo+1eR046qMzMJf2sCmXfuYP/bLIycnYvUniTlVtRtXauAE0ADRVHCFUV5XQiRA0wAdgFXgDVCiKBnaVcIsVUIMdbCwqIo3ZMk6TmjUgt2BUXx6ryTXL6bhInBs00S5mSr+GfORVLT0/mn/ly+S7lHFaFoFpkVMe2oUKmI/GgyaWfOUP3bbzFt3rxI7UnS44o0JS6EGJzP4zuAHUVpW5Ik6aGEtCxWnwlj6YkQIhLSqW5hxEddGzCkicNTtyGE4OCKa8SEJLOnwWLGmarwvhNcLGlHhRBEf/0Nybt2YffxZCx69ihSe5KUF5lLXJKkcuvK3SSWHA9m07kIMrLV+DlV5vMejejkXAU93WebILywP5xrJ6M4Y78DD/tkXg46A91/KJa0o/Fz53F/5UoqjxqF9YgRRW5PkvJSLgO2oii9gF516xYuEYIkSRVXjkrNnsvRLD4ezKk79zDS16GvZw2GNXOkUTXzQrUZdvUex9bfIMT6Eln1L/H55RMo3iOKJe1owvoNxP78M+a9emH34QdFbk+S8qOIwq7cKAU+Pj7C39+/rLshSVIpuJeaxarToaw4GUJkYgY1LI0Z1syBl31rYmlS+IxjibHprPn2NPE60exxn82K8KtUreIBwzYXOZNZ8sGDhL81AdOmTak5+08Ug6JnRpNebIqiBAghfPJ6rlyOsCVJenFcikhkyfFgNp+PJCtHTYu61kzr3ZgOjaqgW4gSmbllZeSwY84F0rPT2eH6Fz/fi6KqkXWxpB1NP3+eiHffw6hhQ2r8+qsM1lKJkwFbkqRSl61Ss/NSFEuOB+Mfch9jfV0GetszvLkj9atUKpZrCCHYv/QK9yJT+KfhfN7QS8c7JQFG7QKzomVRzLx9h7Bx49Gz02Qx0zWTWcykkicDtiRJpSYuJZNVp0JZfiqE6KRMalU24fMejRjoUxML4+LNsx2wM4RbgbGccNiMj20Cr1wPgoFLoJpbkdrNjo4hbPRo0NWl1vx56NkUPee4JD2Nchmw5aIzSXq+XAhPYPHxYLadv0uWSk2rejZ809eVtg3sijztnZfgi3Gc2nKb27ZnUTkF8fk1f5TWH0HjPkVqV5WcTNi4ceQkJOCwdCkGtWoVT4cl6SmUy4AthNgKbPXx8RlT1n2RJKlwsnLU/HPpLouPB3M2NAFTA11eaVKTYc0cqWtXtCQlBbkflcruBUEkVormbP1NrLx5BcMGPaHtJ0VqV52VRfiEt8m8eZOac+Zg7NK4mHosSU+nXAZsSZIqrpjkDFaeCmXFqVBikzNxsjFlai9nBnjbU8moZMtLZqbnsGP2BdJFKjvq/cUvsRFUrVyvyGlHhVpN5OTJpJ06RfWZMzBr2aIYey1JT+eFCdgbAsO5EJ5IH88auNtbyCLyklTMzobeZ/HxYHZcvEu2StC2gS3DmzvSpp4tOiUw7f04tVqwZ2EQCbFpbGv0F2+qk/DJVsOIoqUdFUIQ/c23JP+zE7tJk7Do3bsYey1JT++FCdgrT4XiH6L5g1Lb1pT+Xvb08axBDUvjsu6aJFVYmTkqtl+4y5LjwZwPT8TMUI8hfg4Ma+ZAbduSm/YmMxkurIGqblDTF4DTW24TcjGew05r8bOIZ/CdYBi2CSo7FelS8fPnc3/5ciqPGIH166OK3ndJKqQXJmADeNayZLBvLdYHhvP9rmt8v+saTWtXpp+XPd1cqpb4dJ0kPS+iEjNYcSqEVadDiUvJoo6tKV++1Jh+XvaYGZbgn5Wku3BqDvgvgsxEaNADBq/kZkAMATtDuFH1NIr9Zb64eRGl2w/g1LpIl0vYuInYH3/CvEcP7D6aVEwvQpIKp1wG7JJaJW5ioMsg35oM8q1J2L00Np2NYMPZCD5ad4Epmy/RpXFV+nnZ07KuTYmsXJWkikwIQcCDWaqdl6JQCUH7BnaMaOFIy7o2JXubKfoynPhdM6oWKnB+CcLOgFATF57CviWXuW8Zyfk6W1l1+wqGnsOLnHY05fBh7n7+OabNm1H9229Qilh6U5KK6oVJTTpg9nEM9XVYMbrpI48LITgblsCGwHC2nr9LYno2dpUM6eNZg35eNWhYtXC5iyXpeZGRrWLr+UgWHw8mKDKJSkZ6vOxTk6HNHHCwLsGEIULAnUNw/De4uRf0TcBzKDR9QzPNPacVGca1WXN9HPdS77PG5Ttm3Q/Gx7oxDNtSpExm6RcuEDJ8BAZOjjgsXYquWQlO70tSLjI1aQEURcGrlhVetaz4oqczB67GsD4wgoVH7zD38G2cq5nTz6sGvT2qY1fJqKy7K0mlJjIhneUnQ/j7TBj3UrOoZ2fGV31c6OtZA9OSnPZWZUPQJjg+C6IugKkdtP8cfF4Hk8raw9RCh51XOpKcnMbWRn/yVtY9fPQsYNCyIgXrrOBgTRYza2tq/fWXDNZSufHCB+zcDPV06epSja4u1biXmsXW85FsCAznq+1X+Pafq7SuZ0M/L3s6OVfBSF+3rLsrScVOCMHpO/dYfDyY3ZejEULQsVEVRjR3pFkd65Kd9s5MhsClcHI2JIaBTX3o/Ru4DgL9Rz8s30q4xcaYlhgn1GB/neU0NY3l1ch7RU47mhMbS+hoTfqHWvPnoWdbtBSmklScZMDOR2VTA4Y3d2R4c0duxqSw8Ww4GwMjeHvVWSoZ6tHdtRr9vGrg61i5VLasSFJJSs9SsflcBIuPB3M1KhkLY31Gt3TitaYO1KxsUrIXT4p8sJBssWYhmUNLTZ3qep0f2TsthCAgOoDFQYs5FH6I/kkfcs/8OnrVrvDFresoAxYVKe2oKiWF0LHjyLl3D4clizFwdCz6a5OkYiQD9lOoa2fGpC4N+aBTA07eiWdDYATbLkSy2j8Meytj+nnWoK+XPU42sgCAVLGE309j2ckQVp8JIyEtm4ZVK/FdP1de8qiBsUEJzyJFX9bcn7649t+FZM3eBnvvRw5TqVXsD9vP4kuLuRB3AStDK970eJPoC5Ctm8mvd65h1OpDaNy30F1RZ2UR/vbbZN64Qc3Zf2Ls6lrUVydJxa5cBuzymktcR0eheR0bmtex4cuXGrM7KJr1geH8fuAms/bfxKuWJf287OnpVq1I9XslqSQJIThxO57Fx4LZeyUaRVHo7FyF4c0d8XOqXLLT3nktJPMZBc3eBCvHRw7NyMlgy60tLAlaQmhyKPZm9nzu9zm96/bGQBiyNGcNlVSZVHXrCm0/LXyX1GrufvwJaSdOUn3Gd5i1alXEFylJJeOFXyVeHKISM9h8LoL1geFcj07BQFeHDo3s6OdlT5v6thjoye0gUtlLy8ph49kIlh4P4Vp0MlYm+gxuUovXmjpQvaQTCOW1kMxvnCZY51pIBpCQkcDf1/5m1dVV3Mu4h4u1CyNdRtKhVgfuhadx5cRdrp+OIjM1BxfrU7SZMgEMC1eSUwhBzHffcW/JUuw+/ADr0UXbCiZJRSVXiZewqhZGjGtTh7GtaxMUmcSGwAi2nI/gn0tRVDY1oJdbNfp52eMmU6JKZSA0Po1lJ4NZfSaMpIwcGlc3Z+YAN3q7Vy/5xZPPsJAsPDmcZZeXsfHmRtJz0mlVoxUjXUbiYurO9TPRrFsRQFxYCjp6CrU9bGnkbY59Iz8wLPytqHsLF3FvyVKshg2l8uuvF/XVSlKJkgG7GCmKgksNC1xqWPBJ94YcvRHH+sBwVp0JY8mJEOrYmtLPy56+njVKfkQjvdCEEBy9GceS48HsuxqDjqLQzaUqI5o74u1gVfIfHJ9yIRnA5fjLLL60mF0hu9BRdOjh1INhDYdjcNeKq1vusvj8MdQqgW2tSrR+pT71fKtgZFr0rISJmzcT8/33VOrWlSoffyw/TEvlngzYJURfV4d2De1o19COxPRs/rl4lw2BEXy/6xo/7L5Gs9rW9POyp6tL1ZJN5Si9UFIzc9gQGM6SEyHcjEnB2tSACe3qMsTPgaoWpZBHIDoIjv/+6EKy5m9DjUcXkgkhOB55nEVBizh19xSm+qYMdx5Ob5sBxJ7N5vjWu6QmhmFkpo9rG3saNq+GjX3x7YdOOXKUyM8+x8TPj+ozZsgsZlKFIO9hl7LQ+DQ2no1gw9lwQuLTMNbXpatLVfp61qCFTIkqFVJwXCpLTgSzzj+c5Mwc3OwtGNHckR5u1TDUK+Fp7/wykuWxkCxbnc3OOztZHLSY6/evY2dsx5C6Q/FIbk3w6fvcvZWIoqPg0LgyDZtXw9HVBt1iXgOSfvESIcOHY1CrFg7LlqJbqXD3vyWpJBR0D1sG7DIihCAw9D7rAyPYdj6SpIwcqpgb0sejBv287GlQVf4RkQqmVgsO34hlyfFgDlyLRV9XobtrNYY3d8SzpmXJT/E+w0Ky1OxU1l9fz7Iry4hKjaKOeR0GW75O5WAnbp+NIydLjVVVExo2q0aDplUxtTAs8NLJBw8S8+13mHXoQJVnKMqRFRJC8OBX0TE2xmHVSvTt7ArzyiWpxMhFZ+WQoih4O1TG26EyU3o6s/9qDBsCI1hw9A5/Hb5N4+rm9POyp7d7dWwrFfzHS3qxJGdksy4gnKUnQrgTl4ptJUPe7ViPV5vUws68FKa9M5L+XUiWFF7gQrK49DhWXFnB6murSc5KplmlVowz+Iz0AAPi4jJINIqnfpOqNGpejSpO5v/5ISM7Koror78hec8eALLu3HnqbufExWmymAlBzfnzZLCWKpxyGbDL6z7skmKkr0t312p0d61GfEqmJiXq2Qj+t+0y3+y4Qpv6tvTzqkHHRjIl6ovsVmwKS48Hsy4gnNQsFZ61LPn1FQ+6uVQrna2DeS0k6/FjngvJ7iTeYUnQErbc2oLIgV46r9Igxo+Ek9lECzU1GhjRpKcTtb3s0H+KBC1CpeL+ihXE/vIrQqXC9r33SNq29am7rkpJJWzsOHLi4nBYvAhDp6LVyJakslAuA7YQYiuw1cfHZ0xxtVk1NpTqiVFkRzmiX7VqcTVb7KzNDBnRwokRLZy4EZ3MhrMRbDobwYSVMVQy0qPngy1iPqWx0lcqc2q14OD1GBYdC+bIjTgMdHXo6aaZ9navaVk6nXhiIVkfaD7hiYVkAGdjzrLo0iIOhh6kWnpthmR8QKXQGmSnq8mprINPd0caNauGuc3T75JIv3iJqKlTybh8GdNWrag65QsMatYkadfOpzpfZGURMXEiGdeuUfPPPzB2d3/qa0tSefLC3MPe3rEPtcOvAaBfsyYmPj6Y+Ppi0sQX/Ro1ynXwU6kFJ2/Hsz4wnJ2XokjLUlGzsjF9Pe3p51kDR5kS9bmTmJ7NWv8wlp0MISQ+jSrmhrzm58Bgv1rYmJXCLZKHC8mOzYJb+zQLybyGaUpbPraQTC3UHAg7wOJLi7kaeQO3+63wvN8O5Z4Ruvo6mj3TLaphX98K5RkWVaqSk4n95Vfur1yJno0NVT77lEpdumh/V2/364d+larUnP1n/i9DrSbyo8kkbdtGtW++wbJf4dOXSlJpkPewAV2ViijbmriPHkLqmTOk7N9P4saNAOhVraoJ3r4+mPj4YuDkWK4CuK6OQou6NrSoa8NXfXLYFRTFhsAIftt/g1n7buDtYEU/rxr0dK2OhUnR96dKZedGdDJLTgSzITCCtCwVPg5WfNi5AV1dqqKvWwrT3qpsCNr4YCHZxQelLb/IcyFZpiqTrbe2svTiUtShJnjca0vT+BGgVrBzNKdR12rU87HD8Bn/nxRCkLxrF9Fff0NOXBxWr76K7bvvFGo1d8z3P5C0bRu2770ng7VU4b0wARsg3bgSlYcPp/Lw4Qi1msybN0nz9yftzBlST5wgaavmnpiujc2DEbhmFG5Yt2652adpYqBHX097+nraczcxnc3nIlkfEM5nGy8xfctlOjrb0c/TnjYNbEvnD7xUZCq1YN+VaJacCObYzXgM9HR4yb06w5s74lLDonQ68cRCsgb5LiRLzExkzbU1bPHfRdWwBrS7NxaDTBOMK+nToEM1GjarinX1wu2ZzgoPJ+rLL0k9fARD50bY//lHoQtxxC9cxL1Fi7AaMgTrscV2d02SyswLE7AdbUxRDP6dSlR0dDCqXx+j+vWp/OqrCCHICg4m7cwZ0s5ognjyTs09Ml1LS4x9vDH19cXYxwejhg1RdMt+8Vc1C2PGt6nDuAcpUdcHhrPlXCQ7LkZhbWpAL/fq9Peyx6XGf6++lUpfYlo2q/1DWXoihPD76VSzMGJSlwYMblKLyqalVDwmr4VkPX+Cup2eWEh2N+UuS8+t4OLJYGpHedE15U0UHXB0taFR82rUcrFGt5AfEkVWFvGLlxD3558oOjpU+eRjrIYMQdEr3J+oxK3biJk5k0pdulDl00/k///Sc+GFCdhG+rooBvn/MVEUBUMnJwydnLAaNAghBNkREdrgnXbmDCl79wGgY2aGsbcXpr6+mPj6YuTsjKJfdlPRuVOiftq9EYevx7IhMIKVp0NZfDyYenZm9POyp49ndapZyJSoZS0iIZ3f999k49lwMrLV+DlV5rPujejkXAW90poViQ7KVdpSXeBCsqtxV1l1YAuJ5xWc7rnRTO2FqZ0eHl0dqd+kKibmRftwkRYQQNS0aWTeuEmlTp2o8tmnRVoYmnLsGJGffopJkyZUnzmjXHy4lqTi8MIE7GelKAoG9vYY2Ntj2bcPoNkDqg3g/v7EHDqsOdbEBBMPD+0UupGbGzoGZVNeU19Xhw6NqtChURUS07LZfvEuG8+GM2PnVWbuukrzOtb089SkRDWVKVHLxO/7b7DGP5yB3vYMb+5Io2rmpXNhIeD2QU2gvrUP9E3Bd3SeC8mEEBy6cpz9ewIwuV0Nu0wfbA1yqO1ng3ebutg5VCryqDXn/n1ifvyRxHXr0ateDfvZf1KpXbsitZkeFETE2xMxrF0b+z9+R8dQ5jCQnh/yL/Yz0K9aFYtePbHo1RPQJGJI8w/QjsBjf50FgGJggLG7u3YVurG7OzrGpT+ytTDR51W/WrzqV4uQ+FRNStTACD5Ye57PN12im0tV+nnZ06yOtUyJWoqyVYKq5kZ819+tdC74DAvJ0jMy2brnANdPxmAVb48djdGpmU7zdk64+NRC7yn2TP8XIYSm8MaMmaiSkqj8+ihs33oLHROTIrWbFRpK2Nhx6FhaUHPuXJlyVHruyIBdBHo2Nph37YJ51y4AqBISSAsIIO20ZgQeN2cO/Pkn6Otj7OKiWcjWxBdjTy90zUp3K5aDtSnvdqzPOx3qERDyICXqBU2ClqrmRvTxrEF/rxrUqyL/yD038lxI9ju4DQK9f0eeQghCbsSwZ/dpUq/qoZ9jiKGxGWbN0+nZrRXWtsU3A5B5+zZR06aTdvo0xh4eVJ0+DaMGDYrcbk58PKFjxkBODrWWLUW/isxiJj1/ymXArqiZznQtLanUoQOVOnQANPtI08+e1YzAT58hftEi4ufNAx0djJydH2wl88XE2wtdi9JZDawoCj6OlfFxrMzUXs7suxLDhsBw5h25zZxDt3CtYUE/rxr0cq9eOvt9peKXFKkJ0gGLITMJHFvluZAsNTGTs0dvc+7IHZQEI7J19EioEYZ367p0b/4SusV471edmUn8X38RP28+irExVadPx3LggGLZfaFOfZDFLDqGWosWYli7djH0WJLKnxcmcUrwq0NQDA1wWLSoWNorDHVaGunnzmm2kp0+Q/qFC4isLFAUDBs0+DeZi68PepUr/3eDxSguJZMt5yLZcDacSxFJ6OkotG1gS19Pezo0spMpUYuJyM7m15krOBuXxZKfxxZv41GX4MTvjy0kextqeGkPUeWoCbkYT+DhW0RdTUURClGVbkODRF7q3B6fWp7F2ycg9fhx7k6fTnZIKOa9elFl8kfo2dgUud3b/fqhV9kahCD15Ensf/+tyPfAJamsycQp5YSOiQmmzZtj2rw5oBl1ZFy4QOqDe+AJ69Zxf/lyAAzq1NEuYjPx8S3xKT4bM0NGtXRiVEsnrkcnsyFQkxJ175XABylRq9PfqwbeMiXqMxNqNWn+/iRt30Hyzp10SUzEs5INUAwB+ykXksVHpHDl+F2CToSTkyZI1U/kVvUA7H0qMar5IJwsij+3dk5cHNHfzSBp2zYMHByotXCB9v/94pJ69CgA1b76nwzW0nNPBuwypGNoqJ0WB81e1PSgIG0yl6St20j4ezUA+g61tCNwU19NOtWSUr9KJT7u1pBJXRpw4lY8GwLD2XQ2glWnQ3GwNqGvZw36edpTy7poi4SeZ0IIMoIuk7RtG0n//ENOdDSKsTGV2rfn5oXr6N6LK9oFnmIhWUZqNjfORHPleCSxoSmoFRV3rC4SWvsCrZt68XXjd7ExLvpI93FCrSZhzRpifvwJkZGBzZtvYj1ubImt2LZ99x0sBwwokbYlqTyRU+LlmMjJIePqNe0q9LSAANSJiQDoVa+m3Qdu4uODvoNDiY58UzNz2Hkpig1nwzl+Kx4hYHCTWnzbr3BZqJ5Xmbdvk7RtO0nbt5MVEgL6+pi1bIl5jx5Uat8OHRMTNg8ej/X1C7QMOP7sF8hIgsAlDxaSRWgWkjV/W7uQTK0WhF+9x9Xjd7l9LhZVjiCpUiwXrY+QVCuMlz0G0K9eP0z1S2bRY8a1a0RNmUr6+fOY+PlRdepUDGuXTGWs2FmzEEJgO3GinPWRnhtySryCUvT0MHZpjLFLY6xHjtCkU71xQ7sXPOXoMRI3bwFAz9b23yl0X18M6tQp1j9ipoZ69Pe2p7+3PZEJ6by5IpDTd+KLrf2KLPvuXZJ27CBx+3YyL18BRcGkSRMqj34d806d0LW0LPpFEiM0GckeWUj2s3YhWWJsGldP3Obqibuk3M8EQxU3qwZytvIBbOzNGOEygi6OXdDXKZkEP+q0NGJ//4N7S5aga2FB9RnfYd67d4kGUtuJE0usbUkqj2TArkAUHR2MGjTAqEEDKr82RJNO9c4dzTayB6PwpB3/AKBrZfVoPvT69Yst41N1S2NqWBlz9W52sbRXEeXcu0fyrl0kbttOekAAAEZublT55GMqde1WfGsOClhIlp2p4tapaK4cv0vkjQRQQFUjkaNVt3PN3J8mNXz5pvEUmlVvVqKBM3n/fqK++oqcyLtYDhyA3QcfFM+HFEmSHiEDdgWmKAqGtWtjWLs2Vq+8rEmnGhb2SDrV5D17ANAxN8fEy0ubzMWoUaNC52l+UalSUkjeu5ek7TtIPX4cVCoM6tbB9p2JmHfvjoGDQ/FcKM+FZGOg6XiEpQNRtxK5svQKNwNiyM5UYWytR5LHTbbpriTVMIHOjp2Z1nglztbOxdOffGTfvUvU11+TsncfhvXqUWPlCky8vP77REmSCkX+xX6OKIqCQa1aGNSqhWX/fgBkR0ZqF7GlnfEn5eBBQLNi3djL699kLi4uKGWUTrU8U2dmknLoEEnbd5By8CAiMxP96tWxHjUK8549NDMXxTV6fXwhmVkV6DAFvEeSkmnKtVN3uXriFAnRaegZ6mLZSOG05X52Z2zGWN+YfvX6MdR5KDXMSm5BImjWVtxbvpy4Wb8h1GpsP3gf6xEjyjSfviS9CGTAfs7pV6+ORe/eWPTuDUB2TAzpAbnSqf7yCwCKoSHGHh7ae+DG7m7oGBkV0PLzS+TkkHryFEnbtpG8dy/qlBR0ra2xHDAA8x49MPb0KN4p5rwWkvX+HVWjAdy5nMyVBWGEXdYs9KtW1wID7xw2qhdyMfE8lZXKTPCcwMsNXsbSyLL4+pSP9AsXuDt1GplXrmDapjVVv/gCA3v7Er+uJEkyYL9w9O3s0O/WDfNu3QBNAYY0f3/S/f1JPXOGuD/+ACFQ9PUxcnP7N5mLpwc6pqWbTrU0CSFIP3tOsw1r1y5U8fHomJlRqVMnzHv0wLSpX/HfQshzIdkvxBr6ceVkNNdXnCEzNQdTS0PcOtcgpNoF5kV8T/j9cBzMHfii6Rf0rtMbI72S/2ClSk4m9uefub/qb/Rsbanxyy9U6tJZrs6WpFL04gTs+yFg8OK83KelZ2WFeadOmHfqBIAqKYm0wEDtFHr8/PnE//UX6Opi1LixdhGbQUbFz3wmhCDz2jWStm8nafsOsiMjUQwNMWvXDvMe3TFr3bpE9g4bqtOxEMnwq5tmIVnjvmS4v8m1sCpcXXuXuLAAdPQUanvYYu9diUNiB59eX8X9a/dxs3HjA58PaFezHbo6Jf8zEEKQ/M8/RH37Lar4e1i99hq270xE18ysxK8tSdKjXpgIFmbYiDizhkRtuY2FrTHmtsZY2BpjYm4gRwm56JqbU6ltWyq1bQto8jSnnT1Hmr8mgN9fuox7CxYyBoVjDVvAB23LtL+FkRUaStL27SRu207WrVugq4tpi+bYvjMRsw4dSjQY5ajUVEm/iRGZqL3HElp5KFcvqrjzaxzqnCRsa1Wi9Sv1MWmYw6rg5XwetJkMVQZt7dsywmUEXnZepfb/a1ZoKFFf/o/Uo0cxatyYmn/OxtjVpVSuLUnSk16cgG3hR4KRA3f/CSZ3rhg9Q10sHgRv7ZedCRa2xphZGqK84GUndUxNMWvZArOWLQBQZ2SQfv4C/pOnUjfqZhn37ullR8eQvPMfErdtJ+PiRQCMfbypOnUKlbp0KdHc7dFJGRy6Hsuha7EcuRHLbzmGRNr35djhHqQmRmFkpo9ra3saNq9GlFEwiy79zN7de9FRdOhVuxfDGw+njmWdEuvf40RWFvELFxI3ew6Knh5VPv0UqyGvFtu2QEmSCueFCdgA1hm3GLBgLMnxGSTGpj/4SiMxNp17kakEX4xDnfNvNNfV08HcxkgTwG2MsbB7GNCNMatshK5u0SsNVTQ6RkaY+jUhsXIVKkWGlHV3CqRKSCBp926Stu8g7fRpEAJD50bYTZqEefdu6FerViLXzVap8Q++z6HrsRy8FsPVqGQAqpgb0tWlKgl3uhJu5IVjrUq0al4NBxdrTkQf56OgbzkTdQYzfTNGNB7BkEZDsDMp3TKRaWfOcHfadLJu3aJSly5U+fQT9KtUKdU+SJKUt3IZsEuyvKaung6WVUywrPJkHmy1WpBy/0Ewj0knKVdQD79yj5xs9b991FGoZG2E5YNRuXmukbm5jRF6srpVmVCnpZG8/wBJ27eTcvQoZGdj4OiIzZtvYt6jR4mlyYxISOfQNU2APn4rnpTMHPR0FHwcrZjctSFtG9jSsGolFEVh6z/7MMpKoPP4NvwT/A8f7ljEzYSb2JnY8aHPh/Sv1x8zg9K9R5xz/z4x3/9A4oYN6Neogf2c2drbIpIklQ/lMmALIbYCW318fMaU5nV1dBTMrY0xtzamZsMn+kRaUhaJMQ9G5THpJMZpAnvUnSSy0nP+PVgBM0vDByNyk1xT7caY2xhjYFQu3/YKS2RlkXL0mGYb1oEDiPR09KpUofJrr2HeswdGzs7Fft83M0fF6Tv3OHQtlkPXY7kRkwJADUtjentUp019W5rXsaaS0ZN7k8WDr64buhKTFkNdy7p83fJrujl2Q1+3dPcyCyFI3LCRmO+/R5WSgvWY0di8+SY6xsal2o//t3fn0XFUd6LHv7/eF0kta7dly3LLCwkewCwGHAcLAgFihiVMBjLkZTiPxzYPXg6cJBMmzOCQMGEgE04IkxAmQ5jJy0tCOEyAMZkAYYh5ARKWsJvFkm1sbMlaW3Kr977zR5ekbi3W0pJaLf0+59TprqpbXb++LuvXt+pWXaXUxDRzTJKI4A+48QfcLFtTnrPOGEMsnKR3MJF3DLbOB9j9WgeR/txHePrKXDlJPFDtG+oE5/Hrwycmw6RSmUexbt9O3xNPkg6FsJeXE7jgfAJbt+I94QTENrOXLPZ2ha3T3B0839JFJJHCZbdxcrCCS05aQfO6apqqSyb8cdCbTpAGVpatZNup29hcv7kgHR9jLS203bKNgZdewrthA3Vf24Zn7do5j0MpNTmasGeAiOApcVJXEqBuVWDU+ngkmXvN3Erq+97p4Z0X2nLKuv2OUa3ywXlvqXPe9Gg/7FlNx9qzCN31Cm6vE5fPgdvrwO1z4LJeh+edQ/NOt33aHfmMMUTfeCOTpB//FcmODmw+HyVnfoLA1q34N22a0adtReIpXmjtGroWvadrAICVlT7+/MTlbFlXzSnBSnxTvF1w8MLK/WffP2OxTmn/0Sid995L17/cj83no+7rt1J+8cUz/gNHKTWzFk3CTgOFSnUur4PqhlKqG0pHrUvEU1nXyq3p0ADtu0Pseqk9p0e7020f7vhWnXW6vcaLPzC3PdqjrmXEnJWkU4beQwPEI0liA0kSsdQRtxNhKKG7vJkkPpzgx0780nmQ2HPPEH3yV5i9LdicDvxbTiOwdSslzc0zdvrWGENLR3goQf9+dzfxZBqP08apwUou39RI87oaGquK9wEyh5/9/7TdeiuJffsIXHA+NV/+Mo7KykKHpZSahEWTsGMYhPk39rfTZaeyvoTK+tGdjFLJNP1dUXoPDdBnXS8PdUTo+jDM7tc6SaeyerQ7bZRVZbXKq4Zb56UVbmwz3KPdkw5jS3Tx6YHPgdjAL+AX0jiIGz+xtJ+Y8RMzPuKmhFjaRyztJ258xNI+4jEfsYiPWMpHX9pLLO0llvaRSI/31K6jYNVRsCqNyxbDbYvifqIb92/+Hy57FLc9htsRxWWP43bEcDni1jLrvTW5HPHMWQqxgQjJNPREknSHE3SG4wwkDA0IV7sdfLXKQ2Wphwq/G7vNBgdscFCA4e1z3g/NW8tGvbfKmcCc/3pMHDrEodtvp+/xX+FqbKThgR/hP+WUuQ1CKZWXRZOwPbEPQI7c+ptvJuzR3h0d1TIPdURG9Wi3WT3ax+wEV+nF7px6MneYJHGATddlRpfCgEljMwaPMXgwmeUmPbRuuFw/mL6s5YBJk+yP0ft6B91v9nG4LUXS4cO2rALnqmrsSytI2r3Ekk5iSRfxpItY0kUs4aEvWUos6iaedBFPTfRkMoPLFsNhi2CXCEIEh0Rw2iL4nFH8zhglrhg+ieGKDBCLRenu6cdtG8Bli+CyRbCRGvHdGOd7jvHeGDBXzVnCNqkUPT//OR3fvgsTj1N1/XVUXnklNh3oRamis2gSdnXnw6QdAvx9oUOZETabUFaV6XW+4iO564wxDITihDoG6M3pBBehreUg8WjWDxeBkiXuTCIf43S70z3+7WkGgTO35fU9Uv399D/5FH3btxN+/veQTuNeu5aGa7dStvVTUx5YIp02xCPJoVP0sUiSnt4ob+/t5f19fXzQfphk1IHblFLlrqDK7aTEZsORNPREksT7J/5R5/LYrVP3zlHX7LNP6Y91it/ldcDVd8Mc/HaM7tzJwVu2EX39dXynnsLSW27B1dg4+ztWSs2KRZOwFxMRwV/uxl/uZtmaJTnrjDFEDydGtcpDHRFa/9hB9PCIHu0BV24St5J6SqbfuSsdjXL4mWcy90r/dgcmHse5fDmVV11JYOtW3GvWTPuzbTbB5XWwq3eA37ZkrkW/8kEvqbSh1OPg48dW8Ym11WxZW0NdYPTp93TakIgOJ/u49RobGPwRkBi1vL87Std+q3z27X3jBnk0zmTPtL/jRNLhMB13f5fuH/8Y+5IlLLvzDsrOO2/edFhUSk2PJuxFRkTwlrrwlrqoC47u0R4bSOSeZreS+r63u3knlNWj3fdR/JGDk96vSSQIP/88fdu30//Ub0iHw9irqyi/9BICW7fiOeaYvBJKTzjOjvcz90TveK+TzsMxANbXl3Htlia2rKtmw4pyHBNcy7fZBLfPids3vR8k4yX87Bb/O4/8giUHdwKfmdY+jqT/qado+8ZtJNvaKL/kEmpuvAF7YPS/s1Kq+GjCVjncPic1K53UrCwbtS4RS9HXGaGjLcQ7d/4jFZ17gcvG/SyTThN55RVC27fT/5+/JtXTg62sjNJzzyFw3nn4Tjpp2s+nTqUNr+/vHbov+rX9vRgD5T4np62pZsvaak5bW0116cyPtnUkk0n4hx5+miU9+2d0v4kDB2j7xm0cfvpp3GvXUn/Xt/Ft2DCj+1BKFZYmbDWu/ng/raFWWntbaQ210tLbQmuolQOHD/CFWJIlA6N73RtjiO3cSWjwXumDBxGPh9IzzqDsvK34N2+edoenjv4YO97LtKKffb+DnoEEInDs8nK+8Ik1bFlbzTHLy7EvogFbTCJB97/9mI577gGg5ktfpOLzn5/R+9GVUvPD4krYqSTcuxkqV4+YmsC7ZOLtF6ieaM9QMs5OzIcGDg2VcdlcrAqs4pjqY7hw9YX4H74Hk9VzKrZ7N33bH6dv+3biu3eDw0HJ5s2U3XgjpWecjs0/9XuXk6k0f9zXm3lG93uHePPDPgCqSlycflRNphW9ppol/vnZ4zmSjNAebqd9IDO1hdtoD7ezItLJTBxtkVdf5eAt24i9+y4lzc3U/e3NOOvrZ+CTlVLz0eJJ2HY32FJQUgcHXoW3H7FuxbH4KocTeEUw971r9G1VxcYYQ0ekYzghW63m1lAr3dHuoXJeh5emQBOnLD2FYCBIU3kTTYEmlpUsw24bPn397+Z7uBIpuu7/EX3btxN96y0QwXfSSVRcfjmlnzwLx5Kpp6W2UJTfvnfIakV30h9NYrcJxzeU86Wz17FlbTUfXVqGrcCt6IHEwHASHmgfSsxD8wPthGKhUdstcS/harsT3zRupRuU6uvj0Le/Te/PH8RRU0P93d+h9KyztFOZUgvc4knYNjs4XfC5hzLzyTj07IGuXcNTdyu0PA2v/iR327LlmVZ4dou8cjWUN8AcD9YwkbRJ0xZuG91i7m2lP9E/VK7UVUpToInTV5w+lJiDgSC1/lpsMrlksqQfDt1xB57166n5yl9Tdu65Ux6KMZ5M89Le7qHxogeHoqwr8/Cp9UvZsq6aj62uIuCdu3oOJ8K0h9tpG2jLec1uKffH+0dtV+GpoNZXy7KSZWyo2UCdv45aX+3Qa42vBo/Dw4HX/obwgRemHJcxhr7tj9N+++2kurup+Pz/oOr6/4O9pHifvKaUmrzFk7BHcrigem1mGinWn0neXbugq2U4ob/5EESzWk02ByxpHJ3IK1dD6VLryVezI5VOsf/w/uHE3NtKS6iF3aHdRJKRoXIVngqaypv4VPBTQ0m5qbyJSk9lXi2yl493sas2yRe++viU7+3d3zPAM9YoV8/t6iQcT+G0CyeurOCmc49iy7pq1tWWzkqL8XD88KiWcU5CDrfn/LAZVOmppNZfy4qSFZxYeyK1vlpq/bXU+eqo9WeSsds+ex3c4nv30va1Wwk/9xye9etZ8YN78R599KztTyk1/yzehH0k7lJYemxmymYMDHTntsoHk3rrM5CMDpd1+qCiaUTL3ErqvopJh5JIJdjbt5eWUG5i3hvaSzwdHypX66ulqbyJi9dcTLA8SFMgk5zLPeX51cU4Di518PJyG1+aRLKOJqyhKK1ndLd0hIHMUJQXbqjPDEW5uooS9/QPR2MM/Yn+0aemR8yHE+Gc7QShyltFra+WlWUr2Vi3cahFXOuvzbz6aud82MtB6Xicrh/+kK57f4A4ndTefDNLPnvptHvXK6WKlybsqRABf2Vmajg5d106DX0fQndLbsu87XXY+RiYrEdbeSuyEnnmNVK+gj12G60DB3NOZ3/Q9wEpa1tBqC+pp6m8ic3LNg8l5lWBVZS4Rj+LvJD2dIZ55t3MtejnW7uIJtK4HDZOXlXBZzc20LyuhqZq/6Ra0cYY+uJ9OdeH28Pto+YHkgM52wlCtbeaWn/mx8ymZZuGW8ZWUq72VhcsGU8k/Ps/0LZtG/Hduyk95xxqb7oJZ21NocNSShXIoknYf2iuxW53cs5s7cBmg/IVmSnYnLsuGYfevdC1i3DHTlo73qAltJvWtmdpbXuKFqeDDx0OjJW87ECDzUfQW8OZy5ppqj6G4LKTaFyyGq9jZkammmmReIrnWzutHt0d7LWGomys9HHpSQ1sWZsZitLrym0ZGmMIxUI514dHto7bB9pzTvMD2MQ2lIxXl6/mY8s+lknC1mnqOn8dld5KnLb5mYyPJNndzaF/uIPQI4/gXL6cFff9gJLTTit0WEqpAls0Cfu9Yypw2efu9p9QLERLb0vmVHbWfcztA+2ZAgLOEjeNpWtY763mfPESTKZoGuhnZe+HODt3QfQdYIdV3j7ienlWT/bSZZkfDHPNwA+fbeW373XkDEW5qamKKzav4uOrqwiUxq3E+zaPto7uwNUebieaiuZ8rF3sVPuqqfXVsq5iHactP21Uy7jKW4XDtrAOX5NOE3r4YQ7d+S1S4TCVV11F1bXXzNjwoUqp4raw/uLNMWMMXdGuoVPY2a8jb5VaFVjFxrqNBMuDQx2/6kvqj5x0xrtevnsHZLc4HV7r1HrW9fIK672vYnY6vwkkBP7+N0+xrDLGqcclqSqPYHf20RFp52cH2/nOrvac6+wADnFQ46uh1l/LRyo+QvPy5qGW8WCP6kpPZc4tZItB7P33Objta0RefhnvCSewdNsteT1TXSm18MxZwhaRIPBVIGCM+bO52u9MMMbQFm4blZRbQ630xfuGypU6SwmWB2le0UwwMJyY6/x1k75VKoevAnwbYcXG3OXpNPQfzE3iXbug7U3Y+R+518s95aM7vQ3eX+6e/nXvcreTPyD4V32XEPBKGBwRx1AnrfVV6zmz4cycRFzrq6XCU7HokvGRpCMROr/3fbp+9CPsfj9Lb/sGgYsuQgpxxkQpNa9NKmGLyP3AecAhY8z6rOXnAN8hc9n1h8aY28f7DGNMK3CFiDyUX8izJ5VOceDwAVpCLTm3S7WGWnM6NFV4KggGgpzTeE6m45d1u1S1t3puHl5hs0GgPjMFt4z4Egno/WB0y3zPs/D6z3LLli4dfTta5WooX5m57e0I/rennhN7D1Nz7reGbm2q8FRM74fJInV4xw7abv06if37CVx4ITVf/hKOisnfQaCUWlwm28J+ALgH+LfBBSJiB/4JOAvYD7woIo+SSd7fHLH9/zTGHGKeSKQT7OvbN3R9efB1T98eYqnYULkaXw3BQJCL1lw01GIOlgep8MzjP6p25/Dpcc7OXRcPW/eXj+jJ/vajEBk+hZ+5Xr5y+LR6dkIvqwebjaDNQzDhgIZPzOnXWyiSB9vYd9XVuFatouFf/xX/yRsn3kgptahNKmEbY3aISOOIxRuBXVbLGRH5GXCBMeabZFrj0yIiVwFXATQ0NEz3Y8a0s2snF/zyAj7o+4CkGR63uL6knmAgyKnLTh1KysFAkFJX6Yzuv+Bcfqj7k8w00kB37kNiBm9P2/s7SGTdLuXwZBJ5uAO85XMW+kLiqKxAnE6qrr2GiiuumPZgKEqpxSWfa9j1wL6s+f3AyeOURUQqgduADSJyk5XYRzHG3AfcB3DiiSeOHg5qmjbUbKAn2kNjWSNnNJwxdH25sawRn7P4nxWeN19FZlpxUu5yY8a+Xp6KQcOphYm1yFVdfz2VV1+NvXSB/SBUSs2qfBL2WBdrx02wxpgu4Jo89peXG064gRtOuKFQuy9eIlC2LDOt0nuBZ4LN7Qb33I7TrZQqfvn0ENoPrMiaXw4cyC8cpZRSSo0ln4T9IrBGRFaJiAu4FHh0JoISkT8VkftCodHDEyqllFKL0aQStoj8FHgeWCci+0XkCmNMErgO+DWwE3jQGPPWTARljHnMGHNVIBCYiY9TSimlit5ke4l/dpzljwOPz2hESimllBpFn3KhlFJKFYF5mbD1GrZSSimVa14mbL2GrZRSSuWalwlbKaWUUrk0YSullFJFQBO2UkopVQTmZcLWTmdKKaVUrnmZsLXTmVJKKZVrXiZspZRSSuUSY2ZsBMsZJyIdwN4xVgWAkefLJ7Ns5HwV0JlnmEcyVkwzud1E5cZbP9nlC73+Jio71XV6DE5+vdbf5MrN9jE42/U3Xkwzud1COwZXGmOqx1xjjCm6CbhvOsvGmH9pruOcye0mKjfe+skuX+j1N1HZqa7TYzC/Y1Drb+6Pwdmuv/lch8VyDGZPxXpK/LFpLhurzGya7v4mu91E5cZbP9nlC73+Jio71XV6DE5+vdbf5MrpMZh/uWI/BofM61Pis01EXjLGnFjoOIqV1l/+tA7zo/WXH62//M1lHRZrC3um3FfoAIqc1l/+tA7zo/WXH62//M1ZHS7qFrZSSilVLBZ7C1sppZQqCpqwlVJKqSKgCVsppZQqApqwLSISFJF/EZGHCh1LsRKRC0Xkn0XkERH5ZKHjKTYi8hERuVdEHhKRawsdT7ESEb+IvCwi5xU6lmIjIs0i8qx1HDYXOp5iIyI2EblNRL4rIn8505+/oBO2iNwvIodE5M0Ry88RkXdFZJeIfAXAGNNqjLmiMJHOX1Osw18aY64ELgcuKUC4884U62+nMeYa4M8BvdXGMpU6tPw18ODcRjl/TbH+DHAY8AD75zrW+WiK9XcBUA8kmI36m6sntBRiAk4DjgfezFpmB1qAIOACXgM+mrX+oULHPZ+madbhPwLHFzr2+TBNtf6A84HngL8odOzzZZpKHQJnApeS+dF4XqFjnw/TFOvPZq2vBX5S6NjnwzTF+vsKcLVVZsZzyYJuYRtjdgDdIxZvBHaZTIs6DvyMzK8iNYap1KFk/APwK2PMK3Md63w01WPQGPOoMWYTcNncRjp/TbEOTwdOAf4CuFJEFvTfuMmYSv0ZY9LW+h7APYdhzltTPP72k6k7gNRMx+KY6Q8sAvXAvqz5/cDJIlIJ3AZsEJGbjDHfLEh0xWHMOgSuJ9PCCYjIamPMvYUIrgiMdww2A58m84fy8bkPq6iMWYfGmOsARORyoDMrAalc4x2DnwbOBsqBewoQV7EY72/gd4DvisjHgR0zvdPFmLBljGXGGNMFXDPXwRSp8erwbuDuuQ6mCI1Xf88Az8xtKEVrzDocemPMA3MXSlEa7xh8GHh4roMpQuPV3wAwa32hFuPpov3Aiqz55cCBAsVSrLQO86P1lz+tw/xo/eWnIPW3GBP2i8AaEVklIi4yHVQeLXBMxUbrMD9af/nTOsyP1l9+ClJ/Czphi8hPgeeBdSKyX0SuMMYkgeuAXwM7gQeNMW8VMs75TOswP1p/+dM6zI/WX37mU/3p4B9KKaVUEVjQLWyllFJqodCErZRSShUBTdhKKaVUEdCErZRSShUBTdhKKaVUEdCErZRSShUBTdhKFREReUZE8hp6U0SOFpGnReQ9EXlfRP5WRMRa5xaRp0TkVRG5xNrfu9b8q2KNFy8i20TkizPxnaYRf7OIbCrEvpUqJE3YSi0SIuIQES+ZJzLdboxZCxwLbAL+yiq2AXAaY44zxvzcWnaZNX+cMebP5j7yUZrJxKzUoqIJW6lZICKNIrJTRP5ZRN4SkSdExJvdQhaRKhHZY72/XER+KSKPichuEblORG4UkT+KyAsiUpH18Z8TkedE5E0R2Wht7xeR+0XkRWubC7I+9xci8hjwBJlhJ39njHkCwBqs4DrgKyJSA/xf4DirNd00ye/aJCL/KSIvi8izInKUtfwBEfm+iPyXiLSKyBYrxp0i8kDW9p8UkedF5BUr1hJr+R4R+Zq1/A0ROUpEGskM0nODFePHReQzVl28JiIzPkKSUvOFJmylZs8a4J+MMUcDvcDFE5RfTyahbiQz1OuAMWYDmccifj6rnN8aM/uvgPutZV8FnjbGnERmTOg7RcRvrTsV+EtjzBnA0cDL2Ts1xrQAJUAU+F/As1ZrusUq8pOsU+J3jhH3fcD1xpgTgC8C38tatwQ4A7gBeAy4y4rhT0TkOBGpAm4GzjTGHA+8BNyYtX2ntfz7wBeNMXuAe4G7rBifBf4OONsYcyxw/thVq1TxW4zDayo1V3YbY1613r8MNE5Q/r+MMf1Av4iEyCQ4gDeAY7LK/RTAGLNDRMpEpBz4JHB+1nVlD9BgvX/SGNNtvReyhqEcYbzllxljXhprhdUa3gT8wroMDpnxvAc9ZowxIvIG0G6MecPa7i0y9bEc+CjwO2t7F5kfKIMGh3p8mcxY4WP5HfCAiDyIDg2pFjBN2ErNnljW+xTgBZIMn9nyHKF8Oms+Te7/1ZGJ1ZBJxBcbY97NXiEiJwPhrEVvAaeNKBMEDhtj+rOS7mTZgF5jzHHjrM/+DiO/n4NMvTxpjPnsBNunGOfvlTHmGut7bgVeFZHjrPHtlVpQ9JS4UnNrD3CC9X66HbguARCRzUDIGBMiM2rQ9Vm9vTeMs+1PgM0icqZVzgvcDdwxnUCMMX3AbhH5jPV5IiLHTuEjXgA+JiKrre19IrJ2gm36gdLBGRFpMsb83hjzd0AnueMUK7VgaMJWam59C7hWRJ4Dqqb5GT3W9vcCV1jLvg44gddF5E1rfhRjTAS4ALhZRN4lc7r9ReCeI+wv+xr2U2Osvwy4QkReI9OCv2CyX8QY0wFcDvxURF4nk8CPmmCzx4CLBjudkble/4b1vXcAr012/0oVEx1eUymllCoC2sJWSimlioAmbKWUUqoIaMJWSimlioAmbKWUUqoIaMJWSimlioAmbKWUUqoIaMJWSimlioAmbKWUUqoI/DfkhG4C2iEt1wAAAABJRU5ErkJggg==\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -2145,7 +2156,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -2157,12 +2168,7 @@ } ], "source": [ - "for solver_class, group1 in nucleation_total.groupby([\"solver_class\"]):\n", - " fig, ax = plt.subplots(figsize=(8,6))\n", - " for label, group2 in group1.groupby([\"package.solver\", \"preconditioner\"]):\n", - " group2.plot(\"numberOfElements\", \"elapsed_seconds\", loglog=True, ax=ax, label=label)\n", - " plt.legend()\n", - " plt.title(solver_class)" + "plot_by_solver(nucleation_total)" ] }, { @@ -2175,7 +2181,7 @@ }, { "cell_type": "code", - "execution_count": 74, + "execution_count": 141, "id": "d2484674-2cc1-42cf-8547-f7adc3a9eec3", "metadata": { "tags": [] @@ -2192,423 +2198,36 @@ }, { "cell_type": "code", - "execution_count": 75, + "execution_count": 145, "id": "0721f0fc-6545-4ce7-9f12-8c19b4f60099", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", "text/plain": [ - "
" + "Text(0.5, 1.0, 'pyamgx')" ] }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_all(pyamgx_total, color_by_suite=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 76, - "id": "b18f4cef-42f1-4a9d-ada0-f4ea4584d754", - "metadata": {}, - "outputs": [ + "execution_count": 145, + "metadata": {}, + "output_type": "execute_result" + }, { "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
statenumberOfElementssweepspreconditionertime_stampsolver_classsolve_timeuuidargvplatform.architecture...solveriterationsresidualcriterionactual_codestatus_namestatus_codemax_iterationstime_deltaelapsed_seconds
272END95JacobiPreconditioner2022-08-04 09:12:00.528LinearPCGSolver0 days 00:00:00.004000NaN[examples/benchmarking/solvers/nucleation.py, ...[64bit, ELF]...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:00:00.1210000.121
454END95ILUPreconditioner2022-08-04 09:13:00.794LinearPCGSolver0 days 00:00:00.002000NaN[examples/benchmarking/solvers/nucleation.py, ...[64bit, ELF]...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:00:00.1630000.163
160END95JacobiPreconditioner2022-08-04 09:12:00.663LinearGMRESSolver0 days 00:00:00.007000NaN[examples/benchmarking/solvers/nucleation.py, ...[64bit, ELF]...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:00:00.1690000.169
167END95JacobiPreconditioner2022-08-04 09:12:00.878LinearGMRESSolver0 days 00:00:00.010000NaN[examples/benchmarking/solvers/nucleation.py, ...[64bit, ELF]...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:00:00.1980000.198
566END95unpreconditioned2022-08-04 09:11:29.641LinearPCGSolver0 days 00:00:00.001000NaN[examples/benchmarking/solvers/nucleation.py, ...[64bit, ELF]...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:00:00.1480000.148
..................................................................
111END10000005ILUPreconditioner2022-08-04 09:12:56.367LinearPCGSolver0 days 00:00:02.073000NaN[examples/benchmarking/solvers/nucleation.py, ...[64bit, ELF]...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:00:17.28600017.286
384END10000005JacobiPreconditioner2022-08-04 09:12:56.132LinearGMRESSolver0 days 00:00:00.021000NaN[examples/benchmarking/solvers/nucleation.py, ...[64bit, ELF]...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:00:09.7200009.720
391END10000005JacobiPreconditioner2022-08-04 09:13:05.322LinearGMRESSolver0 days 00:00:00.120000NaN[examples/benchmarking/solvers/nucleation.py, ...[64bit, ELF]...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:00:08.7310008.731
517END10000005ILUPreconditioner2022-08-04 09:12:35.103LinearGMRESSolver0 days 00:00:00.158000NaN[examples/benchmarking/solvers/nucleation.py, ...[64bit, ELF]...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:00:07.8490007.849
510END10000005ILUPreconditioner2022-08-04 09:12:26.879LinearGMRESSolver0 days 00:00:00.095000NaN[examples/benchmarking/solvers/nucleation.py, ...[64bit, ELF]...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:00:08.5670008.567
\n", - "

84 rows × 98 columns

\n", - "
" - ], + "image/png": "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\n", "text/plain": [ - " state numberOfElements sweeps preconditioner \\\n", - "272 END 9 5 JacobiPreconditioner \n", - "454 END 9 5 ILUPreconditioner \n", - "160 END 9 5 JacobiPreconditioner \n", - "167 END 9 5 JacobiPreconditioner \n", - "566 END 9 5 unpreconditioned \n", - ".. ... ... ... ... \n", - "111 END 1000000 5 ILUPreconditioner \n", - "384 END 1000000 5 JacobiPreconditioner \n", - "391 END 1000000 5 JacobiPreconditioner \n", - "517 END 1000000 5 ILUPreconditioner \n", - "510 END 1000000 5 ILUPreconditioner \n", - "\n", - " time_stamp solver_class solve_time uuid \\\n", - "272 2022-08-04 09:12:00.528 LinearPCGSolver 0 days 00:00:00.004000 NaN \n", - "454 2022-08-04 09:13:00.794 LinearPCGSolver 0 days 00:00:00.002000 NaN \n", - "160 2022-08-04 09:12:00.663 LinearGMRESSolver 0 days 00:00:00.007000 NaN \n", - "167 2022-08-04 09:12:00.878 LinearGMRESSolver 0 days 00:00:00.010000 NaN \n", - "566 2022-08-04 09:11:29.641 LinearPCGSolver 0 days 00:00:00.001000 NaN \n", - ".. ... ... ... ... \n", - "111 2022-08-04 09:12:56.367 LinearPCGSolver 0 days 00:00:02.073000 NaN \n", - "384 2022-08-04 09:12:56.132 LinearGMRESSolver 0 days 00:00:00.021000 NaN \n", - "391 2022-08-04 09:13:05.322 LinearGMRESSolver 0 days 00:00:00.120000 NaN \n", - "517 2022-08-04 09:12:35.103 LinearGMRESSolver 0 days 00:00:00.158000 NaN \n", - "510 2022-08-04 09:12:26.879 LinearGMRESSolver 0 days 00:00:00.095000 NaN \n", - "\n", - " argv platform.architecture \\\n", - "272 [examples/benchmarking/solvers/nucleation.py, ... [64bit, ELF] \n", - "454 [examples/benchmarking/solvers/nucleation.py, ... [64bit, ELF] \n", - "160 [examples/benchmarking/solvers/nucleation.py, ... [64bit, ELF] \n", - "167 [examples/benchmarking/solvers/nucleation.py, ... [64bit, ELF] \n", - "566 [examples/benchmarking/solvers/nucleation.py, ... [64bit, ELF] \n", - ".. ... ... \n", - "111 [examples/benchmarking/solvers/nucleation.py, ... [64bit, ELF] \n", - "384 [examples/benchmarking/solvers/nucleation.py, ... [64bit, ELF] \n", - "391 [examples/benchmarking/solvers/nucleation.py, ... [64bit, ELF] \n", - "517 [examples/benchmarking/solvers/nucleation.py, ... [64bit, ELF] \n", - "510 [examples/benchmarking/solvers/nucleation.py, ... [64bit, ELF] \n", - "\n", - " ... solver iterations residual criterion actual_code status_name \\\n", - "272 ... NaN NaN NaN NaN NaN NaN \n", - "454 ... NaN NaN NaN NaN NaN NaN \n", - "160 ... NaN NaN NaN NaN NaN NaN \n", - "167 ... NaN NaN NaN NaN NaN NaN \n", - "566 ... NaN NaN NaN NaN NaN NaN \n", - ".. ... ... ... ... ... ... ... \n", - "111 ... NaN NaN NaN NaN NaN NaN \n", - "384 ... NaN NaN NaN NaN NaN NaN \n", - "391 ... NaN NaN NaN NaN NaN NaN \n", - "517 ... NaN NaN NaN NaN NaN NaN \n", - "510 ... NaN NaN NaN NaN NaN NaN \n", - "\n", - " status_code max_iterations time_delta elapsed_seconds \n", - "272 NaN NaN 0 days 00:00:00.121000 0.121 \n", - "454 NaN NaN 0 days 00:00:00.163000 0.163 \n", - "160 NaN NaN 0 days 00:00:00.169000 0.169 \n", - "167 NaN NaN 0 days 00:00:00.198000 0.198 \n", - "566 NaN NaN 0 days 00:00:00.148000 0.148 \n", - ".. ... ... ... ... \n", - "111 NaN NaN 0 days 00:00:17.286000 17.286 \n", - "384 NaN NaN 0 days 00:00:09.720000 9.720 \n", - "391 NaN NaN 0 days 00:00:08.731000 8.731 \n", - "517 NaN NaN 0 days 00:00:07.849000 7.849 \n", - "510 NaN NaN 0 days 00:00:08.567000 8.567 \n", - "\n", - "[84 rows x 98 columns]" + "
" ] }, - "execution_count": 76, - "metadata": {}, - "output_type": "execute_result" + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" } ], "source": [ - "pyamgx_total" + "plot_all(pyamgx_total, color_by_suite=False, group_by=[\"solver_class\", \"preconditioner\"])\n", + "plt.title(\"pyamgx\")" ] }, { From f2fdc2a8073eae4d2cc8c2260cb1de50bbae9e4d Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 5 Aug 2022 09:18:25 -0400 Subject: [PATCH 140/303] Collect properly labeled pyamgx results --- examples/benchmarking/solvers/Analyze.ipynb | 20 ++++++++++---------- 1 file changed, 10 insertions(+), 10 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index a81f7004fc..09c6e7084f 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -2032,7 +2032,7 @@ }, { "cell_type": "code", - "execution_count": 126, + "execution_count": 158, "id": "ed08d7a0-27d7-41eb-9344-bc187d38d426", "metadata": { "tags": [] @@ -2040,7 +2040,7 @@ "outputs": [], "source": [ "events = []\n", - "for fname in glob.glob(\"../../../../solvers_and_timings/nucleation23_24/solver.*.log\"):\n", + "for fname in glob.glob(\"../../../../solvers_and_timings/nucleation2[3,5]/solver.*.log\"):\n", " events.extend(read_events(fname))\n", "\n", "nucleation = events2df(events)\n", @@ -2049,13 +2049,13 @@ }, { "cell_type": "code", - "execution_count": 130, + "execution_count": 159, "id": "715783fb-5226-4696-92c9-6d4c5a22b308", "metadata": {}, "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAz0AAAKMCAYAAADBidYRAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOzdd1xTV/8H8M9NAhkQkL2RmYkgikEU3Fqp4kKcVakDV2tdVZ/+fLRa66NFO6haqS32sSru3Tpb624VQRECBBAUWUpYCQkh6/dHGooKdop97Hm/Xr5a7zjn3nNv2vu933POpYxGIwiCIAiCIAiCIF5WtBd9AARBEARBEARBEM8TCXoIgiAIgiAIgnipkaCHIAiCIAiCIIiXGgl6CIIgCIIgCIJ4qZGghyAIgiAIgiCIlxoJegiCIAiCIAiCeKkxXvQBPA+Ojo5GHx+fF30YBEEQBNEubt68WWU0Gp1e9HEQBEH8Xb1UQQ9FUTEAYgICApCWlvaiD4cgCIIg2gVFUfde9DEQBEH8nb1U3duMRuNxo9GYYGtr+6IPhSAIgiAIgiCIv4mXKughCIIgCIIgCIJ4Egl6CIIgCIIgCIJ4qb1UY3oIgiAIgjC5efOmM4PB+AJAEMhLToIgXm4GAFk6nW56165dH7a2AQl6CIIgCOIlxGAwvnB1dRU6OTnV0Gg044s+HoIgiOfFYDBQjx49ElVUVHwBYFhr27xUb34oioqhKOrzurq6F30oBEEQBPGiBTk5OdWTgIcgiJcdjUYzOjk51cGU2W59m3Y8nueOzN5GEARBEM1oJOAhCOKf4uf/3rUZ27xUQQ9BEARBEH8fSqWS6tatG1+n073oQ/nbWbhwofuKFStcnlweGhoqaI/69+3bZxMUFCT08/MT+/r6ihMSEjzN67Zs2WLP4/FEAQEBYj6fLxo7dmzHqqoqOgCkpqbaCoVCEZ/PF/n7+4sTExMdAeD27dtMiUTCFwgEIj8/P/H48eM7Pqv+EydOcPv27RvwfM8S4HA4oQCQl5dnGRgYKP61Y4iNjfXZvn27HQBIJBK+j49PEJ/PF3Xp0kVw+/Zt5vM+3l/T8r6ZP3+++5EjR7gAsHr1ameFQtH8XN+7d+8A8zV7XlJTU20XLFjg/jzr+CuRoIcgCIIgiOfi008/dRw2bFgNg/FyDCHWarXPvY6MjIzc51m+VqvFjRs3WIsWLfL++uuvi+7evZstk8my/fz8NABw4MABm82bN7ucPn06v6CgIDs7O1saERGhLC0tZWg0Guqtt97qeOLEify8vDxpVlaWdNCgQQoAmDt3rve8efMqc3NzpXfv3s1esGBBq4PJn8f5PE87duy4m5eXJ50wYULVggULvJ5c/yID+o8//rhsxIgRCgBITk52USqVzc/1Fy5cKHB0dNQ/r7q1Wi3Gjh1bd+rUqQ4tg62/s/+JgyQIgiAI4n/Pvn37HMaMGVMLmN6qSyQS/uDBg/18fX3Fw4YN8zUYDACAo0ePcoVCoYjH44ni4uJ81Go19WRZeXl5lr6+vuJRo0b58Hg80eDBg/0UCgXt6NGj3IEDB/qbtzt8+LDNoEGD/HU6HWJjY30CAwPFPB5PtGrVKmfA9PZ+6tSpXqGhoYLAwEDx+fPnOQBw/vx5TmhoqEAoFIpCQ0Ob3+onJSU5REdH+/Xr1y8gKiqKd+/ePYuwsDC+QCAQBQYGik+dOmUNAIcOHbLp3LmzQCQSCaOjo/3q6ur+0DOWOTPxrPa6dOkSp1u3bnyxWCyMjIwMvHfvngUAbNy40TEoKEjI5/NFr7zyir/5YTQ2NtZn+vTpnuHh4bw5c+Z4rl271nXRokXloaGhjQBgYWGBZcuWPQKA//znP27r1q174OvrqwUABoOB+fPny0NCQjS1tbU0nU5Hubi46ACAzWYbQ0JCNADw8OFDi44dOzaZz0MikagBQKVSUaNHj/bh8XgioVAoOn78OLfl+er1enh4eHRqmZXw9vYOKikpYZSVlTFeeeUV/6CgIGFQUJDwzJkzVoAp2zF+/PiOPXv2DBw1apTvH2nn36t///7Ke/fuMQHTNZo/f757cHCw4LvvvrPesmWLfadOnYQCgUA0YcKEjuZA6MCBAzYikUjI5/NFERERPACorKykDxgwwJ/H44lCQkIEP/30E9t8TnFxcT4SiYTv6enZac2aNc7mupcuXerq4+MT1KNHD15+fn5ztsmclVqzZo3zw4cPLXr37s0LDw/nAYCHh0en8vJyBgC8++67LoGBgeLAwEDx6tWrnQHT78nPz088bty4jgEBAeKePXsGKpVKCgCys7OZUVFRgWKxWNi1a1d+RkYGy1xfy/uIRqOhR48eir179/5PjCshQQ9BEARBvOymTvWCRML/S/9MnfrUW++WGhsbqZKSEiafz29+EM7JyWFv3ry5pKCgIPv+/fvMs2fPWqtUKmrmzJm+e/fuLZTJZFKdTofExESn1sosLi5mzZo165FMJpNyuVxDYmKiU0xMjKKgoIBVVlbGAICUlBSH+Pj4qmvXrnHKy8st8vPzs2UymXTu3LlyczkqlYqWkZGRm5SUdC8hIcEXAEJCQhqvX7+em5OTI125cmXpkiVLmrt7paenW6emphb9+OOPspSUFPv+/fvX5ebmSnNycrLDw8NV5eXljLVr17pdvHhRJpVKc7p06aJ67733nuq69nu11l4ajYaaN2+e99GjRwuzs7NzpkyZUrV48WIPAJg4cWJNVlZWTl5enpTP56uTkpIczWUVFhayrly5Itu2bduDvLw8dnh4uKq1OgsKCtg9evRodZ2Li4t+4MCBtd7e3sExMTG+n332mb1eb0omzJ07t/LVV1/l9erVK3DVqlXO5iBm/fr1zgAgk8mku3fvvpuQkOCjUqmag1o6nY5BgwbV7tq1qwMAfP/991aenp5NXl5eupkzZ3otXLiwMisrK+fw4cOFs2bN8jHvl5mZyTl9+nTB8ePHi/5kM/8mhw4dshUIBGoAUKvVtKCgIHVmZmauk5OT7sCBA/ZpaWm5ubm5UhqNZty6datDWVkZ44033vA5dOhQYV5envTIkSOFALBkyRL3kJAQlUwmk7733nulU6ZMaQ7aCgoKWBcuXJDduHEjZ8OGDe4ajYa6dOkS5/Dhw/Z37tyRnjhxouD27dtWTx7b8uXLHzo7O2svXLgg++mnn2Qt1126dImze/duh5s3b+akpaXl7Nixw+nKlStsALh//z5r3rx5DwsKCrJtbW31O3bssAOA6dOnd9yyZcv97OzsnMTExAezZ8/2NpfX8j4CgLCwsIZLly5ZP482/6u9HPlmgiAIgiD+VioqKhhcLvexvj+dOnVq8Pf31wKAWCxWFRYWWtrY2Og9PT01wcHBGgCIj4+Xb9682RnAU92jXF1dmwYNGtQAAJMmTZInJSU502i0yjFjxsi3bdtmP3fuXHl6err1oUOHimpra+klJSXMKVOmeMXExNSNHDmy3lzOhAkTqgEgOjpaqVQqaVVVVfTa2lra2LFjfYuLi1kURRm1Wm3zg3lUVFS9i4uLHgC6d+/eMHPmTB+tVksbPXp0TY8ePdSpqancwsJClkQiEQCAVqulunbtqvyzbdhae9nb2+vy8/PZ/fr14wGAwWCAk5OTFgBu3rzJXrFihYdCoaA3NDTQe/fu3Tyd7ahRo353N8Pr16+zJ0+e7NvQ0EBbsWJF6YwZM2r27t177/r16w9PnjzJTUpKcj137pzNwYMHi9966y358OHD648cOWJz/PjxDl999ZWTVCqVXr161frNN998CAChoaGN7u7uTXfu3GG1rGfChAnVq1evdn/rrbfku3btso+Nja0GgCtXrtjk5+ezzdsplUp6TU0NDQAGDx5ca21t/acm6qAoqtX9Wy6fPHmyH4vFMnh6emq2bt16HzAFavHx8TUAcOrUKW5WVhYnJCRECACNjY00Z2dn3Q8//GAlkUgUAoGgCTAFjD+3KffgwYMFADBs2DBFQkICQy6X0wFg0KBBtWw228hms3X29vbaBw8eMM6fP2/96quv1nK5XIN5m99zjj/88IP1q6++WmtjY2MAgCFDhtScP3+eGxcXV+vh4aHp0aOHGgBCQ0NVxcXFzLq6OlpGRoZ1XFxcc/a0qamp+bfw5H3k6uqqq6iosPw9x/SikKCHIAiCINqT0Qjo9UB7jnNJSSlpv8pMrKysDE1NTY/1KGEymc0Pk3Q6HTqdjjIaW39uLSgosBg6dGggAEydOvXR8OHD6yjq8V5v5r/Pnj1bPmTIkAAWi2WMiYmpsbCwgJOTkz4rK0t6+PBhmy1btjjv3bvXfv/+/cUt92tZztKlSz169+6tOHv2bGFeXp5lv379+Ob1HA7HYP736Oho5cWLF/MOHjxoGx8f7ztv3rxKe3t7XWRkZP1fnXVoo72ogIAA9a1bt54a+5OQkOB74MCBgoiICHVSUpLDhQsXmruSWVtbN58Dj8dr/OmnnzgRERHqJ8sICAhQX716lRMTE6OQSCTq3Nxc6eTJk73VanXztZRIJGqJRKJOSEioDggI6ASgGAB8fHy08+fPl8+fP18eGBgoTktLY7d1fVvq379/w7Rp05hlZWWMU6dOdXj//ffLAMBoNCItLS2nteDGysrK8HRJv4+zs7Ourq7usR9iTU0Nw8nJqTlY37Fjx91evXo9lvmytLQ0mB/8jUYjFRcXJ9+8eXNpy2127dpl++R99vP2Ty0zB1mtXe+f1/+Bs2u7PjNLS8uW9RnVajVNr9eDy+XqcnNzpa3t0/I+AgC1Wk2xWKw/fS3aw0vVvY18p4cgCIL426utBR62yxjvF8rJyUmv1+upll2ZWtO5c+fG0tJSy6ysLCYA7NixwyEqKkoREBCgzc3Nlebm5kqXLFnyCADKy8stz507ZwUAu3fvtu/Ro4cSMD1su7i4aDdu3Og2Y8aMqp+3Zej1esTHx9euWbOm9M6dOxxznampqXYAcPr0aWsul6t3cHDQ19fX0z09PZsAIDk52RFtkMlklh4eHtpFixZVvfbaa1Xp6emcPn36NKSlpVmbz0GhUNAyMzOZADB37lyPHTt2dPjDDfmE4ODgxurqaoa5HTQaDZWWlsYCTN32vL29tRqNhtqzZ499W2X861//qvjwww/dzMeo1+vx7rvvugDAkiVLKpYtW+ZZWFhoYd6+sbGRAoC6ujraiRMnmgOpn376ie3u7t4EmMavaDQaCgDu37/PqK2tpXfs2LEpMjJSuXPnTnsAyMzMZJaXl1sGBwc3tjweGo2G6Ojo2jlz5ngFBASoXV1d9QAQGRlZb+4eBwBXr15loxVFRUUW5jEzv0dQUJCmsrLSIj09nQWYrm1ubi67e/fuTwWDbRk8eHD9iRMn7EpLSxmAacyOTCaz7Nu3b8NPP/3Ezc3NtTQvB4Du3bsrtm/f7gCYxm3Z2dnp7O3t2wwa+vXrp/zmm286KJVKqqamhnb27NkOrW1nZWWlb20cWb9+/ZTffvttB4VCQauvr6d9++23dn379lW0VZ+9vb3B09OzKSUlxQ4wZRKvXbvWarsDQF5eHkssFv/m9nqRXqpMj9FoPA7geFhY2IwXfSwEQRAE8ZTGRqC8HOByf33bl0CvXr3qzpw5Y22eYao1HA7HuHXr1uK4uDh/vV6PkJAQ1eLFix+1tq2fn19jSkqKw5w5czr6+vpqWm43btw4+ebNmxldu3ZtBIDi4mKLadOm+RgMBgoAVq9e/cC8rZ2dnT40NFSgVCrpn3/+eREALF26tGL69Om+SUlJrlFRUfVP1m12+vRpblJSkiuDwTByOBz9rl27itzd3XXJycnF48aN8zN3BVq5cmVpcHCwRiqVskeOHFnbWlkfffSRW3JycvPYn8rKysy26jVjsVjGPXv2FM6bN89boVDQ9Xo9NXv27MqwsLDGZcuWlUkkEqGHh0eTUChUKZXKVqcsDg8PV69fv75k/Pjxfmq1mkZRFAYMGFAHAGPHjq17+PAhIzo6OlCv11M2NjZ6gUCgHj58eL3BYEBiYqLLG2+80ZHFYhk4HI7hyy+/LAKAU6dO2SxevNibyWQaAGDVqlUPvL29dUuWLHk4adKkjjweT0Sn05GcnFzMZrOfSj9MnDixunfv3sKkpKRi87LPP/+8ZPr06d48Hk+k1+up8PBwRY8ePe4/uW9JSYkFnU7/1ZRSUVER08XFJdj89//85z8l27dvv/v666/7aDQaGoPBMG7evPmeg4PDb571rGvXro3Lly8v7d+/P89gMMDCwsKYlJR0v3///g1JSUnFI0eODDAYDHBwcNBevXo1f/369WUTJkzw4fF4Ijabbfjqq6+emR2MjIxUjRw5sjooKEjs4eGhkUgkrXabnDJlSlV0dHSgs7OztuW4nsjISNWECRPkXbp0EQLApEmTHvXs2VOdl5fXZpe01NTUuzNmzOi4fv16N51OR40cObK6tawgAFy8eJG7fv360tbW/d20mVb+XxYWFmZMS0t70YdBEARBEL/Q64F79wCDAWAyAa9nzgPwu1AUddNoNIa1XHb79u3ikJCQqr+skj/gypUr7MTERNcjR4786W5feXl5lkOHDg3Mz8/Pbm395MmTvUNDQ1ULFix45jlLJBL+hg0bSp7ssvS8REZGBl6+fDm/Per6p1q7dq1Tx44dmyZOnEi6+rSjkpISxpgxY/yuXbsm+/Wt28ft27cdQ0JCfFpb91JlegiCIAjib6uqyhT4WP5PjPn9S/Ts2VN948aNep1Oh+f5rR6xWCxks9mG5OTkdh+79GtIwPP8vfPOO61mBonn6+7du5YbN2782/3m2kIyPQRBEATxvCmVwIMHgI0NoNUCNNo/ItNDEATRnp6V6XmpJjIgCIIgiL8drdY0jsfqqc9rEARBEO2EBD0EQRAE8bwYjUBFhSmzQ/95TPnJk/+I2dsIgiD+TkjQQxAEQRDPS20toFIB7J9nfL1xA3jzTWDDhhd6WARBEP80JOghCIIgiOehsRGorPylW1t1NTB7NuDuDvzf/73YYyMIgviHIUEPQRAEQfzVDAagrAxgsUxd2wwGU4anuhrYsgWwtX3RR9gulEol1a1bN75Op/v1jf9hFi5c6L5ixQqXJ5eHhoYK2qP+ffv22QQFBQn9/PzEvr6+4oSEBE/zui1bttjzeDxRQECAmM/ni8aOHduxqqqKDgCpqam2QqFQxOfzRf7+/uLExERHALh9+zZTIpHwBQKByM/PTzx+/PiOz6r/xIkT3L59+wY837MEOBxO6F9ZXmxsrM/27dvtnlx+8eJFTnx8vBcAJCUlOdjZ2YUIBAKRv7+/eOPGjW1+7La95OXlWQYGBoqBx4/1xIkT3LNnzzYPOPzggw+cNm3a5PA8j6WxsZEKCwvja7Xa51nNU16qKaspiooBEBMQ8Nx/QwRBEATRtkePTNNTs1imvyclAT/8AKxbBwQFvdBDa0+ffvqp47Bhw2qe53TV7Umr1cLCwuK51pGRkZH7PMvXarW4desWa9GiRd7Hjh0rCA0NbdRqtdi4caMTABw4cMBm8+bNLqdPn8739fXV6nQ6bNq0yaG0tJTB5XINb731Vsdr167l+Pv7a9VqNSWTySwBYO7cud7z5s2rfO2112oB4Pr16+zneR4tz+d5X5PfolevXqqW336KiYmp2bFjx/3S0lJGUFCQeMyYMbVeXl7N0f+LPO6Wx/r9999zra2t9QMHDmwAgCVLljzX6b91Oh1YLJaxd+/e9V988YX97Nmzq59nfS29VJkeo9F43Gg0Jtj+Q96gEQRBEH9DSiVQUwNwOKa/X74MbNwIjBoFvPbaiz22drZv3z6HMWPG1AKmN8oSiYQ/ePBgP19fX/GwYcN8DQYDAODo0aNcoVAo4vF4ori4OB+1Wk09WVZeXp6lr6+veNSoUT48Hk80ePBgP4VCQTt69Ch34MCB/ubtDh8+bDNo0CB/nU6H2NhYn8DAQDGPxxOtWrXKGTB9nHTq1KleoaGhgsDAQPH58+c5AHD+/HlOaGioQCgUikJDQwW3b99mAqa39tHR0X79+vULiIqK4t27d88iLCyMLxAIRIGBgeJTp05ZA8ChQ4dsOnfuLBCJRMLo6Gi/urq6P/SMZc5MPKu9Ll26xOnWrRtfLBYLIyMjA+/du2cBABs3bnQMCgoS8vl80SuvvOKvUChogCk7MX36dM/w8HDenDlzPNeuXeu6aNGi8tDQ0EYAsLCwwLJlyx4BwH/+8x+3devWPfD19dUCAIPBwPz58+UhISGa2tpamk6no1xcXHQAwGazjSEhIRoAePjwoUXHjh2bzOchkUjUAKBSqajRo0f78Hg8kVAoFB0/fpzb8nz1ej08PDw6mTNJAODt7R1UUlLCKCsrY7zyyiv+QUFBwqCgIOGZM2esAFOWbPz48R179uwZOGrUKN/f0q51dXW0iIgInkgkEvJ4PNHOnTs7mNdt2rTJgcfjifh8vmjEiBG+ACCTySwjIiJ4PB5PFBERwcvPz2/+wNbZs2e5Xbt25fv4+ASlpqbamq9Xa5krDw8Pnbe3t6agoMDyyeuQnZ3NjIqKChSLxcKuXbvyMzIyWIDpo58DBw705/P5Ij6fLzJnYt59912XwMBAcWBgoHj16tXOgOl34efnJx43blzHgIAAcc+ePQOVSiVlvk/4fL6oc+fOgg8//NDZfEzmY83Ly7PcsWOH09atW10EAoHo1KlT1i0zkFevXmWHhIQIeDyeaODAgf6PHj2i/3xt+bNnz/bo1KmT0MfHJ8j8G9DpdJg5c6ZnUFCQkMfjicxZwBMnTnDDw8N5MTExvnw+XwwAo0ePrt2zZ4/9b7l2f5WX49ULQRAEQfwdmKen5nAAijKN6Zk7F/D3N2V5qKee5dvH1KleyMri/KVlBgWpkJLS5ocJGxsbqZKSEiafz29+EM7JyWHfunXrro+Pj7Zr166Cs2fPWkdFRTXMnDnT98yZM3nBwcGakSNH+iQmJjqtWLHiqSnuiouLWcnJycWDBg1qiIuL80lMTHR69913K+fPn+9dVlbGcHd316WkpDjEx8dXXbt2jVNeXm6Rn5+fDQAtH6pVKhUtIyMj9+TJk9YJCQm++fn52SEhIY3Xr1/PtbCwwJEjR7hLlizxPH36dCEApKenW2dmZma7uLjoV65c6dK/f/+69evXV+h0OigUClp5eTlj7dq1bhcvXpTZ2NgY/u///s/1vffec9mwYUP5n2ni1tqrT58+DfPmzfP+5ptvCtzd3XXbtm2zW7x4scf+/fuLJ06cWLNo0aIqAJg3b557UlKS4//93/89BIDCwkLWlStXZAwGAyKRSLhkyZLK1uosKChg9+jRQ9XaOhcXF/3AgQNrvb29g3v27Fn/6quv1iUkJFTT6XTMnTu38tVXX+WFhoY29O/fv27u3LlyR0dH/fr1650BQCaTSTMyMlivvvpqYGFhYZa5TDqdjkGDBtXu2rWrw1tvvSX//vvvrTw9PZu8vLx0MTExvgsXLqx85ZVXlPn5+ZavvPJK4N27d7MBIDMzk/PTTz/lWltb/6YPTnI4HMM333xTYG9vbygvL2eEh4cLJkyYUJuens7asGGD27Vr13Ld3Nx0lZWVdACYNWuW94QJE+Rvvvmm/OOPP3aYPXu217lz5woBoKSkhHn9+vU8qVTKHDBgAH/48OF32qpXKpValpSUMEUikebJ6xAREcH7/PPP73Xq1Enz/fffW82ePdv7xx9/lM2aNcs7KipKsWLFikKdToe6ujr6pUuXOLt373a4efNmjtFoRNeuXYX9+/dXODo66u/fv8/auXPn3R49etx79dVX/Xbs2GE3Z86c6mnTpvl89NFH94cMGaKcOXOm55PHxufzmyZPnvzI2tpav3r16koAOHPmjI15fXx8vK95//nz57svXbrUPeXn37xOp6Pu3LmTs3fvXtvVq1e7Dx48WPbxxx872tra6rOysnLUajXVrVs3QUxMTP3P18sqIyMjWyAQNAFAt27d1JmZme06jz8JegiCIAjir9ByemoGA9DpgDlzgIYGYP/+f9x3eioqKhhcLvexwTydOnVq8Pf31wKAWCxWFRYWWtrY2Og9PT01wcHBGgCIj4+Xb9682RnAU0GPq6tr06BBgxoAYNKkSfKkpCRnGo1WOWbMGPm2bdvs586dK09PT7c+dOhQUW1tLb2kpIQ5ZcoUr5iYmLqRI0fWm8uZMGFCNQBER0crlUolraqqil5bW0sbO3asb3FxMYuiKKNWq22OUKOioupdXFz0ANC9e/eGmTNn+mi1Wtro0aNrevTooU5NTeUWFhayJBKJAAC0Wi3VtWtX5Z9tw9bay97eXpefn8/u168fDwAMBgOcnJy0AHDz5k32ihUrPBQKBb2hoYHeu3fvOnNZo0aN+t3dDK9fv86ePHmyb0NDA23FihWlM2bMqNm7d++969evPzx58iQ3KSnJ9dy5czYHDx4sfuutt+TDhw+vP3LkiM3x48c7fPXVV05SqVR69epV6zfffPMhAISGhja6u7s33blzh9WyngkTJlSvXr3a/a233pLv2rXLPjY2thoArly5YpOfn9/cTU6pVNJrampoADB48ODa3xrw/NxO1Pz58z1//PFHaxqNhocPH1o+ePCAcfr0aZuYmJgaNzc3HWAK7AAgIyPD6uTJk4UAMHv27OpVq1Y1Bw2xsbHVdDodnTp10nh5eWlu3brFerK+48eP2wkEAmtLS0vDxx9/fM9crvk61NXV0TIyMqzj4uKas5RNTU0UAFy9epV74MCBIsCUaXNwcND/8MMP1q+++mqtjY2NAQCGDBlSc/78eW5cXFyth4eHpkePHuqf21hVXFzMlMvldIVCQR8yZIgSAKZOnSr//vvvf3NXqCf3nzFjhjwuLs7PvD4uLq4GAHr06NHw9ttvWwLAuXPnbHJzcznHjh2zAwCFQkGXSqUsS0tLY3BwcIM54DGfl4WFhbGmpoZmZ2dn+K3H9WeQoIcgCIIg/grm6am5P/feSUwEfvzRNJ6Hx2verJhOR0ejEe2a83lGRuZ5sbKyMjQ1NT3WxYvJZDY/pNLpdOh0OspobP25taCgwGLo0KGBADB16tRHw4cPr6OeyJSZ/z579mz5kCFDAlgsljEmJqbGwsICTk5O+qysLOnhw4dttmzZ4rx37177/fv3F7fcr2U5S5cu9ejdu7fi7NmzhXl5eZb9+vXjm9dzOJzmh7Lo6GjlxYsX8w4ePGgbHx/vO2/evEp7e3tdZGRk/fHjx4v+UGO1oY32ogICAtS3bt16auxPQkKC74EDBwoiIiLUSUlJDhcuXGjuSmZtbd18Djwer/Gnn37iREREqJ8sIyAgQH316lVOTEyMQiKRqHNzc6WTJ0/2VqvVzddSIpGoJRKJOiEhoTogIKATgGIA8PHx0c6fP18+f/58eWBgoDgtLY3d1vVtqX///g3Tpk1jlpWVMU6dOtXh/fffLwMAo9GItLS0nNaCGysrq9/1oJycnGwvl8sZd+7cyWEymUYPD49OarWaZjQaQVHUbw6egNbvnyeZx/Q8udx8HfR6Pbhcri43N1f6W+p8VjtaWlq2vE+MLc7rtxT9h7BYLCNgCl70ej318zFSGzduvB8bG1vfctsTJ05wW/6GzLRaLcXhcH5X2/8ZL9WYHoIgCIJ4IZ6cnvrcOWDTJmDiRCA2tnmzGopCuJsrJtty2yjo5eHk5KTX6/WUSqV65pNX586dG0tLSy2zsrKYALBjxw6HqKgoRUBAgDY3N1eam5srNQ+uLi8vtzx37pwVAOzevdu+R48eSsD0sO3i4qLduHGj24wZM6p+3pah1+sRHx9fu2bNmtI7d+40d+9LTU21A4DTp09bc7lcvYODg76+vp7u6enZBADJycltzrYlk8ksPTw8tIsWLap67bXXqtLT0zl9+vRpSEtLszafg0KhoGVmZjIBYO7cuR47duzo8Icb8gnBwcGN1dXVDHM7aDQaKi0tjQWYuu15e3trNRoN9azxEv/6178qPvzwQzfzMer1erz77rsuALBkyZKKZcuWeRYWFjaPsm9sbKQA07iYEydONN+8P/30E9vd3b0JME2AoNFoKAC4f/8+o7a2lt6xY8emyMhI5c6dO+0BIDMzk1leXm4ZHBzc2PJ4aDQaoqOja+fMmeMVEBCgdnV11QNAZGRkvbl7HGAaY9La+RQVFVlERETwWltnVldXR3d0dNQymUzj8ePHuWVlZZYAMHjw4Ppjx47ZV1RU0AHA3L0tNDS04YsvvrADTAFTWFhYc+bu0KFDdnq9HtnZ2cySkhJmSEhIY2t1Pou9vb3B09OzKSUlxQ4wZeyuXbvGBoCePXsqEhMTnQDTOJnq6mpav379lN9++20HhUJBq6+vp3377bd2ffv2VbRVvqOjo97a2lp/+vRpawD46quvWr0fuFyuXqFQ0J9c7uDgoLexsdGbx+t8+eWXDhEREc/MXg4cOLDus88+czLfB5mZmcz6+vpWY42Kigq6nZ2drmVg/7yRTA9BEARB/BlPTk/94AHw1luAWAysXv3YpgttbFBVcxe9FY2ATYcXc7ztqFevXnVnzpyxHjFiRJsPZxwOx7h169biuLg4f71ej5CQENXixYtbnUHKz8+vMSUlxWHOnDkdfX19NS23GzdunHzz5s2Mrl27NgJAcXGxxbRp03wMBgMFAKtXr35g3tbOzk4fGhoqUCqV9M8//7wIAJYuXVoxffp036SkJNeoqKj6J+s2O336NDcpKcmVwWAYORyOfteuXUXu7u665OTk4nHjxvmZuyitXLmyNDg4WCOVStkjR46sba2sjz76yC05Obl52urKysrMtuo1Y7FYxj179hTOmzfPW6FQ0PV6PTV79uzKsLCwxmXLlpVJJBKhh4dHk1AoVCmVyqceZgEgPDxcvX79+pLx48f7qdVqGkVRGDBgQB0AjB07tu7hw4eM6OjoQL1eT9nY2OgFAoF6+PDh9QaDAYmJiS5vvPFGRxaLZeBwOIYvv/yyCABOnTpls3jxYm8mk2kAgFWrVj3w9vbWLVmy5OGkSZM68ng8EZ1OR3JycjGbzX7qQXfixInVvXv3FiYlJRWbl33++ecl06dP9+bxeCK9Xk+Fh4crevTo8VT2pKSkxIJOpz9Vplarbc6CTJ8+vTo6OjogKChIKBaLVb6+vo0AEBYW1rho0aLyqKgoAY1GMwYFBakOHjxY/Nlnn92fMmWKzyeffOLq4OCg27FjR/NxBQQEaCQSCV8ul1t8/PHH9/5otiI1NfXujBkzOq5fv95Np9NRI0eOrI6IiFB/9tln9+Pj4zvyeDxHGo2GTZs23RswYEDDhAkT5F26dBECwKRJkx717NlTnZeXZ9lW+V9++WXx9OnTfdhstqFfv36t3tOxsbG1o0eP9j958mSHjz/++LG23b59e9Hs2bM7zps3j+bt7a1JTU0tbq0MswULFlQVFxczO3XqJDQajZS9vb3222+/LWxt25MnT9r079+/rrV1z0ubaeX/ZWFhYca0tLQXfRgEQRDEP0FlJVBfb8ryNDWZZmkrKABOngR8f5lY6iyTiUGWTbDc0gkjPXpjz2sH/7JDoCjqptFoDGu57Pbt28UhISFVf1klf8CVK1fYiYmJrkeOHPnT3b7y8vIshw4dGmiemOBJkydP9g4NDVUtWLDgmecskUj4GzZsKGk5vfDzFBkZGXj58uX89qjrn2rt2rVOHTt2bJo4ceJjD9HXrl1jJyQk+Ny5cyfnRR0b0bpBgwb5JyYmPjDP/vdXuX37tmNISIhPa+tIpocgCIIg/ijz9NTmcTxr1gAZGcDnnz8W8CgpCtO4VmDujgWlbcCMzvEv5njbWc+ePdU3btyo1+l0eJ7f6hGLxUI2m21ITk5u97FLv4YEPM/fO++881Rm8IMPPnBKTk52TkxM/NvdE/90jY2N1LBhw2r/6oDn15BMD0EQBEH8EVotUFwMMJmm2dpOnABmzgSmTXuqW9ubXGtsurUJ+P7/8H7ECkwKnw4vW6+/7FD+rpkegiCI9kQyPQRBEATxV3pyeuq7d4FFi4AuXYDlyx/b9KqFBTZVZ4I6vwKDO76CsV0ngUaReYQIgiDaE/mvLkEQBEH8XubpqdlsQK02ZXgYDGDrVsDyl3HFGgCTLPWgHZoAVytXfDB4A7RGHRw4Di/s0AmCIP6JSKaHIAiCIH6Pxkbg4cNfpqdesQKQSoGvvwY8PB7bdAWHibunE0BXVmBT7AFYMCxgZ+mMJhULLJtWyiYIgiCeC5LpIQiCIIjfyjw9NZNp6tq2fz+wezfw5ptAv36PbZpOp5CYvwfIOYQ3uy9GiKsYbAYHjbUdUNeuE7USBEEQL1XQQ1FUDEVRn9eR/5sQBEEQz8OjR4BOZ+rClpsLLFsGREQAixc/tpnWaMRYzX0YTy9CV69emNNtJvQGPZhaV9TXP7+vpP/dKJVKqlu3bnydTveiD+VvZ+HChe4rVqxweXJ5aGiooD3q37dvn01QUJDQz89P7OvrK05ISPA0r9uyZYs9j8cTBQQEiPl8vmjs2LEdq6qq6ACQmppqKxQKRXw+X+Tv7y9OTEx0BIDbt28zJRIJXyAQiPz8/MTjx4/v+Kz6T5w4we3bt2/A8z3Ll0dsbKzP9u3b7QBg7NixHW/evMkCgGXLlrm23O553z95eXmWgYGBYgC4fv06OzY21ud51vdXeqmCHqPReNxoNCbY2tq+6EMhCIIgXjbm6amtrICGBtM4Hi4X2LzZNJ6nhZV0DQqOx8OaaYuPhnwKvVaNDgw31MgtoNe/oON/AT799FPHYcOG1TzP6arbk1arfe51ZGRk5D7P8rVaLW7cuMFatGiR99dff1109+7dbJlMlu3n56cBgAMHDths3rzZ5fTp0/kFBQXZ2dnZ0oiICGVpaSlDo9FQb731VscTJ07k5+XlSbOysqSDBg1SAMDcuXO9582bV5mbmyu9e/du9oIFCx4+z/NoeT7tzWAwQP8Cf8h79+69Z/4Ib1JSklvLdc/7/mlJIpGoy8vLLfPz89v8QOrfyUsV9BAEQRDEc6HVAuXlAIdj+vvSpaYZ2zZvBlwef1mfBS3W/7QGqMrD2uhP4cLgwNrCFgo5FzodMHw4sG7dCziHF2Dfvn0OY8aMqQVMb/YlEgl/8ODBfr6+vuJhw4b5GgwGAMDRo0e5QqFQxOPxRHFxcT5qtfqpdFheXp6lr6+veNSoUT48Hk80ePBgP4VCQTt69Ch34MCB/ubtDh8+bDNo0CB/nU6H2NhYn8DAQDGPxxOtWrXKGTB9nHTq1KleoaGhgsDAQPH58+c5AHD+/HlOaGioQCgUikJDQwW3b99mAkBSUpJDdHS0X79+/QKioqJ49+7dswgLC+MLBAJRYGCg+NSpU9YAcOjQIZvOnTsLRCKRMDo62q+uru4PPWNxOJzQX2uvS5cucbp168YXi8XCyMjIwHv37lkAwMaNGx2DgoKEfD5f9Morr/grFAoaYMoSTJ8+3TM8PJw3Z84cz7Vr17ouWrSoPDQ0tBEALCwssGzZskcA8J///Mdt3bp1D3x9fbUAwGAwMH/+fHlISIimtraWptPpKBcXFx0AsNlso/lbKw8fPrTo2LFjk/k8JBKJGgBUKhU1evRoHx6PJxIKhaLjx49zW56vXq+Hh4dHJ3MmCQC8vb2DSkpKGGVlZYxXXnnFPygoSBgUFCQ8c+aMFWDKko0fP75jz549A0eNGuWLNrTMSgDAihUrXBYuXOj+8/HxZ8+e7dGpUyehj49PkPk6JiUlOfTv398/Kioq0MfHJ2jRokVu5rL8/PzEr732mrdYLBYVFhZa/vvf/3YJCgoS8ng80YIFC9zN9WzatMmBx+OJ+Hy+aMSIEb4AIJPJLCMiIng8Hk8UERHBMwcKsbGxPvHx8V6hoaECT0/PTuZsjsFgwOTJk739/f3Fffr0Caiqqmp+cyCRSPgXL17kzJkzx0Oj0dAEAoFo2LBhvi3vH4PBgJkzZ3qa7/9t27bZ/dH76tKlSxw+ny/q3Lmz4MMPP3Ru2cbR0dG1//3vf+3augZ/JyToIQiCIIhneXJ66q+/Bg4fNnVp69nzsU2bDDoMKz0Lw63tGC2Zh4Ge4WBQNKDBGQaDaTbrBw+eGv7z/E2d6gWJhP+X/pk69ZkfGmpsbKRKSkqYfD6/+UE4JyeHvXnz5pKCgoLs+/fvM8+ePWutUqmomTNn+u7du7dQJpNJdTodEhMTnVors7i4mDVr1qxHMplMyuVyDYmJiU4xMTGKgoICVllZGQMAUlJSHOLj46uuXbvGKS8vt8jPz8+WyWTSuXPnys3lqFQqWkZGRm5SUtK9hIQEXwAICQlpvH79em5OTo505cqVpUuWLGnu7pWenm6dmppa9OOPP8pSUlLs+/fvX5ebmyvNycnJDg8PV5WXlzPWrl3rdvHiRZlUKs3p0qWL6r333nuq69rv1Vp7aTQaat68ed5Hjx4tzM7OzpkyZUrV4sWLPQBg4sSJNVlZWTl5eXlSPp+vTkpKcjSXVVhYyLpy5Yps27ZtD/Ly8tjh4eGq1uosKChg9+jRo9V1Li4u+oEDB9Z6e3sHx8TE+H722Wf25ozH3LlzK1999VVer169AletWuVsDmLWr1/vDAAymUy6e/fuuwkJCT4qlao5qKXT6Rg0aFDtrl27OgDA999/b+Xp6dnk5eWlmzlzptfChQsrs7Kycg4fPlw4a9YsH/N+mZmZnNOnTxccP3686I+2r06no+7cuZOzfv36ktWrVzcHLZmZmVb79++/m5WVlX3s2DH7ixcvcgDT/ff666/Lc3JypFlZWayCggJWZmZmTk5OjvTWrVuckydPWqelpbE2bNjgduHCBVleXp40OTn5PgDMmjXLe8KECXKZTCYdO3asfPbs2c2/n8rKSou0tLTco0eP5q9cudIDAL7++usOBQUFzLy8vOyvvvrqXnp6uvWTx79ly5ZSJpNpyM3NlR47duyxdtixY0eHO3fusHNycrK/++472YoVKzzNQczvva+mTZvm8+GHH96/devWU1mk8PDwhqtXr3KfXP539HLkmwmCIAjieTFPT83lAnfuACtXAn37miYvaMFoNGKZshBF5xbCw12CpRELAK0aVvSOqFHQceIEcPSoKVaSSF7MqbSniooKBpfLfWwwT6dOnRr8/f21ACAWi1WFhYWWNjY2ek9PT01wcLAGAOLj4+WbN292BvBU9yhXV9emQYMGNQDApEmT5ElJSc40Gq1yzJgx8m3bttnPnTtXnp6ebn3o0KGi2tpaeklJCXPKlCleMTExdSNHjqw3lzNhwoRqAIiOjlYqlUpaVVUVvba2ljZ27Fjf4uJiFkVRRq1W2/xgHhUVVe/i4qIHgO7duzfMnDnTR6vV0kaPHl3To0cPdWpqKrewsJAlkUgEAKDVaqmuXbsq/2wbttZe9vb2uvz8fHa/fv14gOmNvpOTkxYAbt68yV6xYoWHQqGgNzQ00Hv37t08yHnUqFG/u5vh9evX2ZMnT/ZtaGigrVixonTGjBk1e/fuvXf9+vWHJ0+e5CYlJbmeO3fO5uDBg8VvvfWWfPjw4fVHjhyxOX78eIevvvrKSSqVSq9evWr95ptvPgSA0NDQRnd396Y7d+6wWtYzYcKE6tWrV7u/9dZb8l27dtnHxsZWA8CVK1ds8vPz2ebtlEolvaamhgYAgwcPrrW2tjb+oYb9WVxcXA0A9OjRo+Htt99u7qIVGRlZ7+rqqgeAIUOG1Pzwww/WY8eOrXVzc2vq379/AwCcOnXK5uLFizYikUgEmALp3NxcVnp6Oi0mJqbGzc1NB5gCRQDIyMiwOnnyZCEAzJ49u3rVqlXNQfWwYcNq6XQ6unbt2iiXyy0A4MKFC9wxY8ZUMxgM+Pj4aCMiIhS/59wuXbrUvL+Xl5cuPDxcefnyZY6tra3h99xXcrmcrlAo6EOGDFECwNSpU+Xff/998zgSNzc3XWVlpcXvbfsXgQQ9BEEQBNEWjeaX6anr6oCEBMDBAUhKMmV+WshQV+GTi2+DTmPgk1c3gaPXwMbCEbWVbJSWAv/+NxAVBcye/QLOIyWlpL2rtLKyMjQ1NT3WSEwms/khlU6nQ6fTUUZj68+tBQUFFkOHDg0EgKlTpz4aPnx4HUU93uvN/PfZs2fLhwwZEsBisYwxMTE1FhYWcHJy0mdlZUkPHz5ss2XLFue9e/fa79+/v7jlfi3LWbp0qUfv3r0VZ8+eLczLy7Ps168f37yew+EYzP8eHR2tvHjxYt7Bgwdt4+PjfefNm1dpb2+vi4yMrP8zWYfWtNFeVEBAgLq1t+4JCQm+Bw4cKIiIiFAnJSU5XLhwofkNvLW1dfM58Hi8xp9++okTERGhfrKMgIAA9dWrVzkxMTEKiUSizs3NlU6ePNlbrVY3X0uJRKKWSCTqhISE6oCAgE4AigHAx8dHO3/+fPn8+fPlgYGB4rS0NHZb17el/v37N0ybNo1ZVlbGOHXqVIf333+/DDC9SEhLS8tpLbixsrIyPF3S4xgMhtHcdQsAGhsbH7sfWSyW8eftoNfrm2+Ktu6zlveB0WjE/Pnzy99+++2qltuuWbPGmaKo3xWMmY/DXG5bx/F7PKvdf899VVVVRX/WcajVahqLxfrVa/F3QLq3EQRBEERrWk5PTVHAwoWmv2/dCtjbP7Zpg1aFYTlbYSi/iXmDNiKQ4wA2jQlNjQP0emDOHMDa2hQr0elt1PeScXJy0uv1eqplV6bWdO7cubG0tNQyKyuLCQA7duxwiIqKUgQEBGhzc3Olubm50iVLljwCgPLycstz585ZAcDu3bvte/TooQRMD9suLi7ajRs3us2YMaPq520Zer0e8fHxtWvWrCm9c+cOx1xnamqqHQCcPn3amsvl6h0cHPT19fV0T0/PJgBITk52RBtkMpmlh4eHdtGiRVWvvfZaVXp6OqdPnz4NaWlp1uZzUCgUtMzMTCYAzJ0712PHjh0d/nBDPiE4OLixurqaYW4HjUZDpaWlsQBTtsHb21ur0WioPXv22LdVxr/+9a+KDz/80M18jHq9Hu+++64LACxZsqRi2bJlnoWFhc1v7xsbGykAqKuro504caI5kPrpp5/Y7u7uTYBpAgSNRkMBwP379xm1tbX0jh07NkVGRip37txpDwCZmZnM8vJyy+Dg4MaWx0Oj0RAdHV07Z84cr4CAALU5yxIZGVlv7h4HAFevXmWjFUVFRRYRERG8J5d7enrqqqurGRUVFXS1Wk2dPn36N810dfnyZZvKykq6Uqmkvv322w69e/d+KmsXHR1d//XXXzuax24VFRVZlJaWMgYPHlx/7Ngx+4qKCjoAVFZW0gEgNDS04YsvvrADgOTkZPuwsLBnZgJ79+6t2L9/v71Op8O9e/csfvzxx1a7kDEYDKO53Z/c/8CBA/Y6nQ5lZWWM69evW0dFRTW0VV9b95Wjo6Pe2tpaf/r0aWsA+Oqrrx67r6RSKZPP5z8VPP8dkUwPQRAEQbSmqso0gYG1NZCcDJw6ZeraFhb22GZagxZv3T+F0vSt6NRlBsb4DYClVgVLnScatBTefx/Izzd9zsfZ2VTkP0WvXr3qzpw5Yz1ixIg2u+ZwOBzj1q1bi+Pi4vz1ej1CQkJUixcvftTatn5+fo0pKSkOc+bM6ejr66tpud24cePkmzdvZphntSouLraYNm2aj8FgoABg9erVD8zb2tnZ6UNDQwVKpZL++eefFwHA0qVLK6ZPn+6blJTkGhUVVf9k3WanT5/mJiUluTIYDCOHw9Hv2rWryN3dXZecnFw8btw4v6amJgoAVq5cWRocHKyRSqXskSNH1rZW1kcffeSWnJzcPPansrIys616zVgslnHPnj2F8+bN81YoFHS9Xk/Nnj27MiwsrHHZsmVlEolE6OHh0SQUClVKpbLVEDs8PFy9fv36kvHjx/up1WoaRVEYMGBAHQCMHTu27uHDh4zo6OhAvV5P2djY6AUCgXr48OH1BoMBiYmJLm+88UZHFotl4HA4hi+//LIIMHX3Wrx4sTeTyTQAwKpVqx54e3vrlixZ8nDSpEkdeTyeiE6nIzk5uZjNZj+Vhpg4cWJ17969hUlJScXmZZ9//nnJ9OnTvXk8nkiv11Ph4eGKHj163H9y35KSEgs6nf5UmUwm07ho0aJyiUQi9PT01AQEBDQ+uU1rwsLClOaujrGxsfJevXqp8vLyHpuhbNSoUfXZ2dmsbt26CQBTFmjXrl1FYWFhjYsWLSqPiooS0Gg0Y1BQkOrgwYPFn3322f0pU6b4fPLJJ64ODg66HTt2FLda+c8mTZpU+91339nw+Xyxr69vo0QiafU3NHHixEdCoVAUFBSkajmuZ9KkSbVXr161FgqFYoqijObrkZnZ+i32rPvqyy+/LJ4+fboPm8029OvX77Hfxvfff28zdOjQ/4lvxbSZVv5fFhYWZkxLS3vRh0EQBEH8r2poAEpKTON40tKA0aOBgQOBbdtMWZ+fGY1GnC1Px+DzU2Fp7Yaj447ATd8EJ5o76h7a4PvvgblzgTfeAP71L9M+jY0AiwW4u7dR9x9AUdRNo9H4WDR2+/bt4pCQkKq29mkPV65cYScmJroeOXLkT3f7ysvLsxw6dGhgfn5+dmvrJ0+e7B0aGqpasGDBM89ZIpHwN2zYUNKrV69WB+v/1SIjIwMvX76c3x51/VOtXbvWqWPHjk0TJ0780w/fSUlJDmlpaVY7dux4KrgiHqdWq6nu3bvz09LSci0s/h7Dem7fvu0YEhLi09o6kukhCIIgiJZ0OlM3Ng4HqK4GZs0CPDyAjRsfC3gA4GFtKcbf/gBGrQorh3wGe6MRdnRbKKu4ePjQNLN1WBjw9tum7fV6U6bHw+MFnNcL0LNnT/WNGzfqdTodnue3esRisZDNZhuSk5PbfezSryEBz/P3zjvvtJoZJJ6vgoICy/fff7/07xLw/BqS6SEIgiAIM6MRKC01TWDAZAKTJgHXrgHHjgFBQY9tqmpUYOztT3Ai8zNEvfoZ3ue9ChedFkxVRzQoGBg/Hrh/Hzhz5pcgp74ecHczwoarA2h/3YPC3zXTQxAE0Z6elekhExkQBEEQhFltralrG5sNfPIJ8MMPwOrVTwU8Wp0GqYXf4sSdz2ElHoflvKGw1qpgpXdDo4qBjz4CMjNNySFzwKNUAnZ2gA27DmgkL6YJgiDaEwl6CIIgCAJ4fHrqS5dMEcuoUcDEiY9tZjQYkFuaiTfvbAQ6+OD9fu/DSqeGI+UARTUHV68CX3wBTJ0KDB5s2qexEbC0BJwctIC6EjDqX8AJEgRB/HORMT0EQRAEYZ6e2tLSFPi88QYQEACsW/fUOJ4qeQnic5OgbniIQZPPIYii4GS0gKbWAdXVppmtg4KA5ctN2+v1pmFCPh2NoGkeAnj5upUTBEH83ZFMD0EQBEGYp6em003TrTU0AJ9/bsr6tNCgkGNj8V6k3/8eNv3XYr6dP2z1TWBp3KBtomHBAlMxn31mGhJkNJqKcnMDLCkloFMAqz4CLl97QSdKEATxz0SCHoIgCOKfraHBNEublRWQmAj8+COwfj3Ae/xbh1q1Et+VX8OGO1uBwCFYEzIFlhoFXIyuUNUzkZwMXL9uSg75+f1StIMDwLXSAZpKYOPnAOdz4MuEF3Ci7U+pVFLdunXj63S6F30ofzsLFy50X7FihcuTy0NDQwXtUf+BAwdsOnXqJPT19RULBALRkCFD/PLz8y0BIDY21ofNZofW1NQ0Pye+/vrrXhRFdS0vL2cAAJ1O7yoQCESBgYHifv36BVRVVdEB09TiLBari0AgEJn/bNq0yQEAPv74Ywcejyfi8XiiwMBA8c6dOzsAwHfffWcVHBwsEAgEIj8/P/HChQufOaF7UlKSw+TJk72fU9PAfB6BgYFiADhx4gS3b9++Ab92DBKJhH/x4kUOAHh4eHTi8XgiPp8v6tmzZ+D9+/dfeO+q2NhYn+3bt9sBwNixYzvevHmTBQDLli1zbblde9yDa9eudfrkk08cnnc9LZGghyAIgvjn0umA8nLT9NTffQds2mQawxMb+9hmBm0TCqoLMfv2eujZ9hj86ibwNfXwpHOhqrZBRgaQlASMHWsaBgSYxvEwmaagBxo5cOA4cOMjQAQgdnS7n+qL8OmnnzoOGzas5nlOV92etO3wZdmMjIzc51m+VqvFjRs3WIsWLfL+73//W1RUVJSdm5srnTBhgrygoKD5A5xeXl6a1NTUDgCg1+tx5coVrrOzc3MDMJlMQ25urjQ/Pz+7Q4cOusTERKeW++bm5krNf9544w15YWGhxcaNG92uXbuWJ5PJpGlpaTlhYWEqAJg2bZpvcnLyvdzcXKlMJsueOHFi9fNsg5Zt8TxduHBBlpeXJw0NDVWtWLHCreU6g8EAvf7Fje3bu3fvPfOHfJOSkh47tva4B99880351q1bnwr6nycS9BAEQRD/TEYjUFlpGrNTUQG89RYgFptma2vJYIC8pgzv5CejrLYINiN3YC5Fh63BCIt6F9TWUpg/3zQEaM0a0y46nWksj7s7QDOogMvfAf9aBMQByGIA+8va+2xfiH379jmMGTOmFjC9LZdIJPzBgwf7+fr6iocNG+ZrMBgAAEePHuUKhUIRj8cTxcXF+ajVaurJsvLy8ix9fX3Fo0aN8uHxeKLBgwf7KRQK2tGjR7kDBw70N293+PBhm0GDBvnrdDrExsb6BAYGink8nmjVqlXOgOlt/NSpU71CQ0MFgYGB4vPnz3MA4Pz585zQ0FCBUCgUhYaGCm7fvs0ETG/0o6Oj/fr16xcQFRXFu3fvnkVYWBjfnOU4deqUNQAcOnTIpnPnzgKRSCSMjo72q6ur+0PPWBwOJ/TX2uvSpUucbt268cVisTAyMjLw3r17FgCwceNGx6CgICGfzxe98sor/gqFggaY3vBPnz7dMzw8nDdnzhzP999/323hwoXlXbp0aTTXO3HixLro6Gil+e+xsbHVBw4csAeAb775htutWzclg8FodUBa9+7dG0pLSy1bW2dWXl5uYWVlZbC1tdUDgK2trUEgEDQBQHV1NcPb21sLAAwGA+aH8crKSvqAAQP8eTyeKCQkRPDTTz+xW5Ypl8vpHh4enczBg0KhoLm6ugZrNBoqOzubGRUVFSgWi4Vdu3blZ2RksFpri996Xf6MPn36KIqKiph5eXmWfn5+4tdee81bLBaLCgsLLf/973+7BAUFCXk8nmjBggXNGa5NmzY5mDNFI0aM8AUAmUxmGRERwePxeKKIiAhey8xcfHy8V2hoqMDT07OTOZtjMBgwefJkb39/f3GfPn0Cqqqqmt8+mLNSc+bM8dBoNDSBQCAaNmyYL/DLPWgwGDBz5kxP829o27ZtdsAfuzclEgn/jTfe8OjWrRt/zZo1Llwu1+Dp6akx//7aAwl6CIIgiH+m2lpAoTCN45k1yxSlJCcDLNYv2xiNUNZU4quqcziSfxTotRzLXUNhqW2Ai94NGjUDS5eavr/z2WemhJHRCKhUpoDHgmEA8m4AQ6cAU40AKOBLAxDEb99znTrVCxIJ/y/9M3Wq17OqbGxspEpKSph8Pr/JvCwnJ4e9efPmkoKCguz79+8zz549a61SqaiZM2f67t27t1Amk0l1Oh1aZg1aKi4uZs2aNeuRTCaTcrlcQ2JiolNMTIyioKCAVVZWxgCAlJQUh/j4+Kpr165xysvLLfLz87NlMpl07ty5cnM5KpWKlpGRkZuUlHQvISHBFwBCQkIar1+/npuTkyNduXJl6ZIlS5ofiNPT061TU1OLfvzxR1lKSop9//7963Jzc6U5OTnZ4eHhqvLycsbatWvdLl68KJNKpTldunRRvffee3/6LXZr7aXRaKh58+Z5Hz16tDA7OztnypQpVYsXL/YAgIkTJ9ZkZWXl5OXlSfl8vjopKcnRXFZhYSHrypUrsm3btj2QyWQsiUSielbdPB5PI5fLGY8ePaLv3r3bfsKECa1mX3Q6Hc6fP88dMWJErXlZSUkJs2X3tlOnTll3795d5ejoqPXy8uo0evRon927d9uat09ISKgUCoVBAwcO9E9MTHRUqVQUACxZssQ9JCREJZPJpO+9917plClTfFvW7eDgoBcIBKpvv/2WCwB79uyx7d27dx2TyTROnz6945YtW+5nZ2fnJCYmPpg9e3ZzV7SWbfG7LsgfdOzYsQ4ikUgNmO7h119/XZ6TkyPNyspiFRQUsDIzM3NycnKkt27d4pw8edI6LS2NtWHDBjdzpig5Ofk+AMyaNct7woQJcplMJh07dqx89uzZzb/ByspKi7S0tNyjR4/mr1y50gMAvv766w4FBQXMvLy87K+++upeenq69ZPHtmXLllJz1u7YsWNFLdft2LGjw507d9g5OTnZ3333nWzFihWe5iDm996bAFBbW0u/ceNG3qpVqyoBoEuXLg0//PAD93m0eWtejnwzQRAEQfwe5umpra2Bd98FMjKAbdsA38eeqdBUX4NrjYVYef0DUF6R6NvjbXRSVsAT9misscLXXwMXLpjG8QiFpn2USsDR8ec5EB4WAz2GAhE6IAhAihHQ2wJ377XzCbe/iooKBpfLfWwwT6dOnRr8/f21ACAWi1WFhYWWNjY2ek9PT01wcLAGAOLj4+WbN292BvDwyTJdXV2bBg0a1AAAkyZNkiclJTnTaLTKMWPGyLdt22Y/d+5ceXp6uvWhQ4eKamtr6SUlJcwpU6Z4xcTE1I0cObLeXI75AT46OlqpVCppVVVV9NraWtrYsWN9i4uLWRRFGbVabXO2KSoqqt7FxUUPmLIaM2fO9NFqtbTRo0fX9OjRQ52amsotLCxkSSQSAQBotVqqa9euSvxJrbWXvb29Lj8/n92vXz8eYHob7+TkpAWAmzdvslesWOGhUCjoDQ0N9N69e9eZyxo1alSr3QwrKiroffr04Tc2NtImT578aPXq1ZXmdTExMTUpKSn26enpVrt27XrspjVnB0pLSy2DgoJUI0aMaG5fc/e2J+u6ePFi/oULFzhnzpyxWbZsmVdaWprVhx9+WLZhw4by119/vfrEiRM2+/btc9i/f7/D9evX865fv849ePBgAQAMGzZMkZCQwJDL5fSWZcbFxdWkpqbaxcTEKPbt22c/Z86cR3V1dbSMjAzruLi45gxgU1NT8/Vsqy1+D4p6Khn51PLevXvzaDQahEKh6sMPPyyVy+V0Nze3pv79+zcAwKlTp2wuXrxoIxKJRIApGM/NzWWlp6fTYmJiatzc3HQAYL73MjIyrE6ePFkIALNnz65etWpVc2A+bNiwWjqdjq5duzbK5XILALhw4QJ3zJgx1QwGAz4+PtqIiAjF7znHS5cuNe/v5eWlCw8PV16+fJlja2tr+L33JgCMHz/+scDZ2dlZl5uby0I7IUEPQRAE8c/Scnrqb74BvvwSmD4dePXVxzdrUOKevhoLbryHJrolrEbtxBuNNbA20mFR64g7UuCDD4ChQ4HXXjPto1absj2mcTxKICwKoCmBSRQgNQK3bAF5LXA5rX3POSWlpH0rBKysrAxNTU2P9ShhMpnN3aPodDp0Oh1lNLY+hXdBQYHF0KFDAwFg6tSpj4YPH1735IOm+e+zZ8+WDxkyJIDFYhljYmJqLCws4OTkpM/KypIePnzYZsuWLc579+61379/f3HL/VqWs3TpUo/evXsrzp49W5iXl2fZr1+/5nQch8MxmP89OjpaefHixbyDBw/axsfH+86bN6/S3t5eFxkZWX/8+PHH3pT/WW20FxUQEKC+devWU+MuEhISfA8cOFAQERGhTkpKcrhw4ULzW3Rra+vmc+DxeI3Xr1/nREREqF1dXfW5ubnSFStWuCiVyscCiilTptRIJBLh6NGj5XT6Y6uax/TI5XL6oEGDAtatW+e8fPnypwLVlmg0Gvr27avq27evKjo6un769Ok+H374YRkAiMVijVgsfrRw4cJHDg4OnSsqKuit3RsURT22cPz48bWrV6/2qKyspGdlZXFiYmLq6+vraVwuV9da4PVkW/xRjo6Outra2scapba2lu7i4tIc6F+4cEFmDlwAU3e8lveS0WjE/Pnzy99+++2qluWsWbPG+cnz/DUsFqt5+5bt1lZw9lu09dsEfv+9CQBcLvexdm9sbKSx2ew/fS1+q7999zaKokZQFLWNoqijFEUNetHHQxAEQfyPM09PXVoKLF4MdOkC/N//Pb6NRgN5Ux3+k5+C7EdZ0A/fjkVMLphNKjip3VFfR8O8eYCHh2nCN4oyjeMxGgFXV4AyGoDIKKCkDJjLAuhGYL81IP/5xbud7dPH9ZJxcnLS6/V6ytxVqS2dO3duLC0ttczKymICwI4dOxyioqIUAQEBWvNA+CVLljwCgPLycstz585ZAcDu3bvte/TooQQAHx8frYuLi3bjxo1uM2bMqPp5W4Zer0d8fHztmjVrSu/cudM8diA1NdUOAE6fPm3N5XL1Dg4O+vr6erqnp2cTACQnJzuiDTKZzNLDw0O7aNGiqtdee60qPT2d06dPn4a0tDRr8zkoFApaZmYmEwDmzp3rsWPHjg5/uCGfEBwc3FhdXc0wt4NGo6HS0tJYgClT4O3trdVoNNSePXvs2yrjnXfeqdi4caNbenp681t2lUr11DNhYGBg0zvvvFM6f/78R22V5eDgoE9KSrq/efNmF41G0+a1Li4utrh8+XLzNUhLS+N4eHg0AaZuaeYxIXfu3GHR6XSjo6Ojvnv37ort27c7AKZxJHZ2djp7e/vHHpJtbW0NISEhDTNnzvTu379/HYPBgL29vcHT07MpJSWleWzLtWvXHhsPZHb+/HnOyJEjfdo67rZERkY23Lx509o8K9vFixc5TU1NNH9//6Zf29csOjq6/uuvv3Y0j/8qKiqyKC0tZQwePLj+2LFj9hUVFXTANLYJAEJDQxu++OILOwBITk62DwsLe2Y2sXfv3or9+/fb63Q63Lt3z+LHH39stSsZg8EwtnbtevfurThw4IC9TqdDWVkZ4/r169ZRUVENbdX3rHuzNTKZjBkUFKR+1jn8lV5IpoeiqBQAQwE8NBqNQS2WDwbwCQA6gC+MRuM6o9F4BMARiqLsAGwAcOYFHDJBEATxMjBPT81gAAkJpn9u3WrK+pjpdFA01OCg8idsz/wv6N3mQhLwCiS19+BhcIFBycK//22aA+HIEcDG5pdxPN7egIUFgLjRQNotYKAVIGoADloCshbPJy/JbGa/plevXnVnzpyxHjFiRJvdajgcjnHr1q3FcXFx/nq9HiEhIarFixe3+pDt5+fXmJKS4jBnzpyOvr6+mpbbjRs3Tr5582aGeRB8cXGxxbRp03wMBgMFAKtXr24ev2FnZ6cPDQ0VKJVK+ueff14EAEuXLq2YPn26b1JSkmtUVFT9k3WbnT59mpuUlOTKYDCMHA5Hv2vXriJ3d3ddcnJy8bhx4/zM3ahWrlxZGhwcrJFKpeyRI0fWtlbWRx995JacnNw89qeysjKzrXrNWCyWcc+ePYXz5s3zVigUdL1eT82ePbsyLCyscdmyZWUSiUTo4eHRJBQKVU9mbswkEon6gw8+KJk8ebJvQ0MDzc7OTu/h4aF5//33n5ph48ksRGt69uypFgqF6i+++MJuwIABSvOYHvP61157rWrMmDG1ixcv9qysrLRgMplGe3t77bZt2+4DwM6dOx2WLVvmxWKxDAwGw/jFF18UMRgMrF+/vmzChAk+PB5PxGazDV999VWrmbQxY8bUTJ061e/EiRN55mWpqal3Z8yY0XH9+vVuOp2OGjlyZHVERMRTD9jFxcVMNpv9q1mVa9eu2bi4uASb/75r167C9evXlwwePDjQYDBQVlZW+p07d959MiP2LKNGjarPzs5mdevWTQCYMoq7du0qCgsLa1y0aFF5VFSUgEajGYOCglQHDx4s/uyzz+5PmTLF55NPPnF1cHDQ7dixo/hZ5U+aNKn2u+++s+Hz+WJfX99GiUTS6u9w4sSJj4RCoSgoKEjVclzPpEmTaq9evWotFArFFEUZV61a9cDb21uXmdn6bfqse7O17W/cuGG9bt268t/aXn9Wm2nl51opRfUCoASwwxz0UBRFByADMBDAAwA3AIw3Go3Sn9dvBLDLaDSm/1r5YWFhxrS0du46QBAEQfy96XRAcbEpwPnXv4Ddu4Gvvwb69ftlG4MBTXXV+IlRgRFHx6OR6wnj9GvY3vAILk00uNR44uB+Cv/+N/Dvf5vmPwBMExk4OwP29gD+tRRY9wHgwgbeVQNyClhhBMzvpy0YQO+ewNkf/rJToyjqptFoDGu57Pbt28UhISG/+sD6PF25coWdmJjoeuTIkT/d7SsvL89y6NChgfn5+dmtrZ88ebJ3aGioasGCBc88Z4lEwt+wYUNJr169njmQ/68SGRkZePny5fz2qIv4/WbOnOk5depUeXh4eLtlHIi/9r8NLd2+fdsxJCTEp7V1L+RVk9FovEhRlM8TiyUACoxG410AoChqD4DhFEXlAFgH4OSzAh6KohIAJACAt/dz/V4VQRAE8b+m5fTUhw+bAp4333w84AFgUNSjhKPD29+tgFKnQVPcPizWaWCjbYJDgw/uFlB47z3Tbgk/f19UrTbNh2BnB+CLL0wBjwUDmGgAOADWtgh4LC1MXes6Pvadw5dWz5491Tdu3KjX6XR4nt/qEYvFQjabbUhOTm73sUu/hgQ8f2/JycntMoMb8biHDx9arF+/vrQ96/w75dc9ALT8j9UDAOEA3gQwAIAtRVEBRqNxa2s7G43GzwF8DpgyPc/5WAmCIIj/JXV1pumpy8qAZcuAiAjTeJ6WlEo8YhmQlPtf/FT6E1jDUxDSwQf9aorgoPWAvs4C8+aZsjmffALQaKb4Bfh5HM9350yREEUBAx2ArpXAIfzyfzZLC6Dp5x0KCtrrzF+4+fPny399q1/H5/Ob2sryZGdn5/zWcq5fv57361sRBPE8tZxNsb38nYKe1ga/GY1GYxKApPY+GIIgCOIlodH8kuVJSAC4XGDz5sfH1ahUUND1OFuXgU03NsElaDyqg6dgcV0JmLADp56Ld9eYesft22cKfAwGU5anY0eAkZdtmv3NaATCeMBgmSnYOfpz+eaAh0YDvLygnzETv73nP0EQBPFn/Z2CngcAWn7ozBPAP+OT1QRBEMTzYZ6e2sICWLQIKCoC9uwBXFp8N1KjQZNRB6lFDZZ8txT2tj6oHJqM2Zo6OGj1sKlzxJlvgYMHTUVERJh2a2gwFcOuKQO6dzelfboEAZ2yADuYpuXRwdTVrUlr+mcHO9RNWwhlxzB4tHK4BEEQxPPxd5qy+gaAQIqifCmKsgQwDsCx31MARVExFEV9XldX9+sbEwRBEC8/udwUjOzbZ5pqbfFioGfPX9brdDA0aVDKpfDvi+/ikaoKTaNTwWMwMVRRCatGN8iL6Fi+3BTsvPWWaTfzOJ4ODCUQFmb6ImknPqDOMnXIPgWgEACDDmh1ANMSYLLQOGchbgeEo8S61dlzCYIgiOfkhQQ9FEWlArgGgE9R1AOKoqYZjUYdgDcAnAaQA2Cf0Whste9uW4xG43Gj0Zhga/vyf/+AIAiC+BUNDaagp7AQWLnSNPvAm2/+st5gAFQqPLJjYrt0F87ePQtevzVocO+Gt+vLYGF0BruWjQXzATYb2LQJoNOBpp+/wuHqoAXVswdQXg74egFFhcB0AJUADgCg0wCdHmAzAYMRullzcYsXiZlrxfjqK6v2bw+CIIh/sBcS9BiNxvFGo9HNaDRaGI1GT6PR+OXPy781Go08o9HobzQa338Rx0YQBEG8BHQ6UzCi1ZrmlXZ0/GX2ATOlEvUd2Lgqv4X1V9ejk/8gSHu8jQmNtfBqomBVa4dPNwA5OaZdXV1NcVJjI+DhbgR9RAxw5w7g7AjU1gHDdIArgC8ANFGA3gCwWUBjE4xTpyKvx6tYmSpAbpY1LDltft/vpaJUKqlu3brxdTrdr2/8D7Nw4UL3FStWuDy5PDQ0VNAe9R84cMCmU6dOQl9fX7FAIBANGTLELz8/3xIAYmNjfdhsdmhNTU3zD+b111/3oiiqa3l5OQMA6HR6V4FAIAoMDBT369cvoKqqig6YphZnsVhdBAKByPxn06ZNDgDw8ccfO/B4PBGPxxMFBgaKd+7c2QEAvvvuO6vg4GCBQCAQ+fn5iRcuXOj+rGNPSkpymDx58nOdqjcvL88yMDBQ/FeWKZFI+BcvXuQ8uXzXrl2277zzjitgui+cnZ2DzW27a9euF/4m/8SJE9y+ffsGAI8f69dff93h5s2bzR8fnT9/vvuRI0da/QDqX6WsrIwRFRUV+Ef2/TuN6SEIgiCIP888PTUALFliGtNz8ODPH9H5mVIJjQ0HhUY53j77Njqw7FE54r/wNugwTlEFmqojMr6j8PXXppjJPLO1UmkKfljzZwGnTwNWVgDLAuBWAdEAvoeprwKNAphMQNUIxI1G0atx+OxCR5w54QiEf4orOZ1hGrr6cvv0008dhw0bVvM8p6tuT1qtFhYWFs+1joyMjNznWb5Wq8WtW7dYixYt8j58+HBBly5dGgHTw2xBQYFlYGBgEwB4eXlpUlNTO8yZM6dar9fjypUrXGdnZ625HCaTacjNzZUCwKhRo3wSExOd1q9fX2He17zOrLCw0GLjxo1ut27dynFwcNDX1dXRzAHUtGnTfFNTUwsjIiLUOp0Ot2/fZqEdtMf1/C0mTpxYB6B5bMasWbMqV69eXZmens7q378/f9y4cbdbfvT0RR53y2M9cuRIB51OV2f+IPDHH3/8XMfia7VauLu761xcXLRnzpyxGjRo0O96e/R3GtPzp5ExPQRBEETz9NQ7dgCnTgHLl5vG3Zip1TCwmChj6fD+pfdRVFsE0YjteGjtisWKMtCbXKAttsS/lgGhocDSpabdVCrA1haw3boO+Pxz0+xvvh5AabmpW1stgN0wffzUwsIU8Azog/L4GThQ5Iatn3oCMQlA9Dzc6Ty4/dvlBdi3b5/DmDFjagHT22KJRMIfPHiwn6+vr3jYsGG+BoPpA0ZHjx7lCoVCEY/HE8XFxfmo1eqnZnTNy8uz9PX1FY8aNcqHx+OJBg8e7KdQKGhHjx7lDhw40N+83eHDh20GDRrkr9PpEBsb6xMYGCjm8XiiVatWOQOmt+1Tp071Cg0NFQQGBorPnz/PAYDz589zQkNDBUKhUBQaGiq4ffs2EzBlFaKjo/369esXEBUVxbt3755FWFgY3/wm/tSpU9YAcOjQIZvOnTsLRCKRMDo62q+uru4PPWNxOJzQX2uvS5cucbp168YXi8XCyMjIwHv37lkAwMaNGx2DgoKEfD5f9Morr/grFAoaYMrcTJ8+3TM8PJw3Z84cz/fff99t4cKF5eaABzA9zEZHRyvNf4+Nja0+cOCAPQB888033G7duikZDEarnwTp3r17Q2lpqeWzzqu8vNzCysrKYGtrqwcAW1tbg0AgaAKA6upqhre3txYAGAwGzA/RlZWV9AEDBvjzeDxRSEiI4KeffnpsMJxcLqd7eHh00uv1AACFQkFzdXUN1mg0VHZ2NjMqKipQLBYLu3btys/IyGC11ha/5Zrk5eVZdu3alS8SiYQikUh49uzZ5v6py5cvd+HxeCI+ny+aM2eOBwBcvXqVHRISIuDxeKKBAwf6P3r0qDli+eqrrxyevPfaylx16dKlkU6no6KigiGRSPhvvPGGR7du3fhr1qxxaeseyMrKYvbo0YPH5/NFIpFImJ2dzTQYDJg5c6an+bewbds2O+DZ99iBAwdsfH19xV27duUfOHCgg/mYzMd69uxZq3PnznVYvny5p0AgEGVnZzNjY2N9tm/fbge0/Zv28PDotGDBAneRSCTk8Xgi83Wpr6+nxcXF+QQFBQmFQqHInAV88vcHACNGjKjdsWOHw2+5di29VEEPGdNDEATxD2eenjonB1i71jSN9PTpv6xvagIoCo9sGDiYewgHcw5iWPcFuOD/CkY21kLQaAlGnQ2WLzLNcL1liymGaWoy9Yxz/mEPqH/9y7SyWyiQJQOGAfAGkAKAYpsyTY0aoEsQ5AvfxndKe/znPT/o44YDXbcBRiCQG9S+7TJ1qhckEv5f+mfqVK9nVdnY2EiVlJQw+Xx+k3lZTk4Oe/PmzSUFBQXZ9+/fZ549e9ZapVJRM2fO9N27d2+hTCaT6nQ6JCYmOrVWZnFxMWvWrFmPZDKZlMvlGhITE51iYmIUBQUFrLKyMgYApKSkOMTHx1ddu3aNU15ebpGfn58tk8mkc+fObf5ekEqlomVkZOQmJSXdS0hI8AWAkJCQxuvXr+fm5ORIV65cWbpkyZLmB+L09HTr1NTUoh9//FGWkpJi379//7rc3FxpTk5Odnh4uKq8vJyxdu1at4sXL8qkUmlOly5dVO+9995TXdd+r9baS6PRUPPmzfM+evRoYXZ2ds6UKVOqFi9e7AEAEydOrMnKysrJy8uT8vl8dVJSkqO5rMLCQtaVK1dk27ZteyCTyVgSiUT1rLp5PJ5GLpczHj16RN+9e7f9hAkTqlvbTqfT4fz589wRI0bUmpeVlJQwW3ZvO3XqlHX37t1Vjo6OWi8vr06jR4/22b17d/PDWkJCQqVQKAwaOHCgf2JioqNKpaIAYMmSJe4hISEqmUwmfe+990qnTJni27JuBwcHvUAgUH377bdcANizZ49t796965hMpnH69Okdt2zZcj87OzsnMTHxwezZs5uDipZt8Vuug7u7u+7SpUsyqVSas3fv3rsLFizwBoB9+/bZfPPNN3Y3b97MzcvLk65cubICAOLj433Xrl37QCaTScVisXrp0qXN3fVau/fa8v3331vRaDSjm5ubDgBqa2vpN27cyHvnnXcetnUPTJgwwXfWrFkP8/LypGlpabne3t7aHTt2dLhz5w47Jycn+7vvvpOtWLHC0xwktfWbfOONN3yOHTtWcOPGjbyHDx8+lVYaOHBgw4ABA2rXrFnzIDc3VyoWizUtzvGZv2lHR0edVCrNmTp16qN169a5AMA777zj1rdv3/qsrKycS5cu5S1fvtyzvr6eBjz++wOAnj17Nly/ft36t1y7ll6OfDNBEARBGAymcTwKBTBnDuDpCWzcaApQAECvBzQa1LvaI+PRTbz7w7vo6hGO9L7vwdmox7T6amgbOuLwp0BGBpCcDHh7m4rVaADfkougT3rNVFbvXsAPF0yf1R4B4CqAAitA0wgYDUCAN+pWrsRVmhVWrfVG7aiegEc6YARE3AgkiJa8mDZqRxUVFQwul/vYYJ5OnTo1+Pv7awFALBarCgsLLW1sbPSenp6a4OBgDQDEx8fLN2/e7Azg4ZNlurq6Npm7tEyaNEmelJTkTKPRKseMGSPftm2b/dy5c+Xp6enWhw4dKqqtraWXlJQwp0yZ4hUTE1PX8mOI5gf46OhopVKppFVVVdFra2tpY8eO9S0uLmZRFGXUarXN2aaoqKh6FxcXPWDKasycOdNHq9XSRo8eXdOjRw91amoqt7CwkCWRSAQAoNVqqa5duyrxJ7XWXvb29rr8/Hx2v379eABgMBjg5OSkBYCbN2+yV6xY4aFQKOgNDQ303r17N3d9GTVqVKvdDCsqKuh9+vThNzY20iZPnvxo9erVleZ1MTExNSkpKfbp6elWu3btutdyP41GQxMIBKLS0lLLoKAg1YgRI5rbt7XubQBw8eLF/AsXLnDOnDljs2zZMq+0tDSrDz/8sGzDhg3lr7/+evWJEyds9u3b57B//36H69ev512/fp178ODBAgAYNmyYIiEhgSGXyx/7xFVcXFxNamqqXUxMjGLfvn32c+bMeVRXV0fLyMiwjouLa84ANjU1NV/PttqiLU1NTdS0adM6SqVSNo1Gw71795gAcPbsWZvXXnutisvlGgDAxcVFL5fL6QqFgj5kyBAlAMyYMUMeFxfnZy6rtXvvyfq2bt3qsm/fPgcrKyv9jh077tJ+Hos4fvz4agDIzMxktnYP1NTU0CorKy0nT55cCwAcDscIwHjp0iXumDFjqhkMBry8vHTh4eHKy5cvc2xtbQ2t3WNcLlfv6emp6dSpkwYAJk6cKP/iiy9afRHRmtu3b7Oe9ZueMGFCDQBIJBLVsWPH7ADghx9+sDl9+nSHpKQkVwDQaDRUQUGBJfD47w8wBaEPHz58ZmaxNSToIQiCIF4OcrlploHFi4GaGuDYMcDGxrTOaAQaGqBxdcK9xjIsObsEFnQL+A3fjpsWbKyvLQGlcsXdi3R8kQxMmgQMHWraVakEPOulsIx5xRQ49ewJXLxk+qR2AgA1gKNWgFJl+haPfQco165Cmo0tPkhyREGfboDdfcAIhNj2Bl++FA017dzRIiWlpH0rBKysrAxNTU2PnSiTyWzuHkWn06HT6SijsdUeUygoKLAYOnRoIABMnTr10fDhw+so6vFeb+a/z549Wz5kyJAAFotljImJqbGwsICTk5M+KytLevjwYZstW7Y47927137//v3FLfdrWc7SpUs9evfurTh79mxhXl6eZb9+/fjm9RwOx2D+9+joaOXFixfzDh48aBsfH+87b968Snt7e11kZGT98ePHi/5QY7WhjfaiAgIC1Ldu3Xpq7E9CQoLvgQMHCiIiItRJSUkOFy5caB5Ubm1t3XwOPB6v8fr165yIiAi1q6urPjc3V7pixQoXpVL52AP4lClTaiQSiXD06NHylmNKfj42Q25urlQul9MHDRoUsG7dOufly5c/Fai2RKPR0LdvX1Xfvn1V0dHR9dOnT/f58MMPywBALBZrxGLxo4ULFz5ycHDoXFFRQW/t3qAo6rGF48ePr129erVHZWUlPSsrixMTE1NfX19P43K5utYCryfb4rd4//33XZydnbUHDx4sMhgMYLPZXQHAaDQ+dS/9mrbu4ZbMY3qeXG4Ortq6B6qrq1v9D0tbvzGg9XusreP6rZ5VHwCwWCwjADAYDKO5PqPRiAMHDhSEhIRoWm57+fJlq5a/P8CUSWIymb/rGgIvWfc2giAI4h/KPD31l18CFy4Aq1cDQS26kCmV0Ds5otRYh49+/Ah3Ht5BwuBPcMhRgFc09eiqZENRysHKxYBQaJrh2lysQ2MprKOjTAFVSAiQlmZK/7wCIADAQTbwoME0UxuLCfXafyHN2QFbvtHhMq/HYwGPoG4+9j36NzYdu/YiWqldOTk56fV6PWXuqtSWzp07N5aWllpmZWUxAWDHjh0OUVFRioCAAG1ubq40NzdXumTJkkcAUF5ebnnu3DkrANi9e7d9jx49lADg4+OjdXFx0W7cuNFtxowZVT9vy9Dr9YiPj69ds2ZN6Z07d5pnzUpNTbUDgNOnT1tzuVy9g4ODvr6+nu7p6dkEAMnJyY5og0wms/Tw8NAuWrSo6rXXXqtKT0/n9OnTpyEtLc3afA4KhYKWmZnJBIC5c+d67Nixo8MfbsgnBAcHN1ZXVzPM7aDRaKi0tDQWYOo65e3trdVoNNSePXvs2yrjnXfeqdi4caNbenp684QBKpXqqWfCwMDApnfeead0/vz5j9oqy8HBQZ+UlHR/8+bNLhqNps1rXVxcbHH58uXma5CWlsbx8PBoAkzd0sxjSe7cucOi0+lGR0dHfffu3RXbt293AEzjT+zs7HT29vaPPeza2toaQkJCGmbOnOndv3//OgaDAXt7e4Onp2dTSkqKHWDKhFy7dq3Vj2OdP3+eM3LkSJ+2jhsA6urq6G5ublo6nY4tW7Y4mMcQDR48uP7rr792NI+dqqyspDs4OOhtbGz05rFeX375pUNERERz1q+1e+9ZdbemrXvA3t7e4Orq2vT11193AAC1Wk0pFApa7969FQcOHLDX6XQoKytjXL9+3ToqKqrNSQA6d+7c+ODBA8vs7GwmALR1L1lbW+vNXdCe3L+13/Szzqlv3771GzdudDHfB1euXGnzY2ZZWVksHo+nflZ5rXmpgh4ykQFBEMQ/kHl66vR0U3e2UaOAiRN/Wd/QAHTogIcWTThXeA7bb23HpNBpOBo0DlyjAbNraqFssMdHb5s+Orp1q+m7PBoNYKGuh+PIKKC6GvDxAUrum1Y4AxgD4A4DOKsGbKwBvR6q997Aj74e+DK9FIdYwwG2qceP2DoSPPVk7K1dCDjmoOFeO4/peUF69epVd+bMmWf2vedwOMatW7cWx8XF+fN4PBGNRsPixYtbfcj28/NrTElJceDxeKKamhpGy+3GjRsnd3NzazIPgi8uLraIjIzkCwQC0dSpU31Xr17dPH7Dzs5OHxoaKnjjjTc6JicnFwPA0qVLK959913PLl26CMwPta05ffo0VyQSiYVCoejo0aN2S5YsqXR3d9clJycXjxs3zo/H44m6du0quHPnDgsApFIp293dXdtaWR999JGbi4tLsPnPs9rJjMViGffs2VO4bNkyTz6fLxKLxaILFy5YA8CyZcvKJBKJMCoqihcYGNjYVhkSiUT9wQcflEyePNnX19dX3KVLF0FeXh4rPj5e/uS2b7/9dlXL8Rqt6dmzp1ooFKq/+OILO+DpMT1r1qxxbmpqohYvXuxpniL7wIEDdps2bSoBgJ07dzr4+fkFCQQC0eTJk32/+OKLIgaDgfXr15elp6dzeDye6P/+7/88vvrqq1YzaWPGjKk5evSovbn7FwCkpqbe3b59uyOfzxcFBgaKDx482KG1fYuLi5lsNvup1IRWq6UsLS0NADB//vyHqampDiEhIQKZTMZis9kGABg9enR9dHR0befOnYUCgUD03nvvuQLA9u3bi5YuXerJ4/FEmZmZ7HXr1jXPatbavfd7Pese2LlzZ9HmzZudeTyeKCwsTFBSUsKYNGlSrVgsVguFQnGfPn14q1ateuDt7d3mPPIcDsf46aef3hs6dGhA165d+V5eXk2tbTdx4sTqpKQkV6FQKDIHSOb9f+tv2mzdunVlOp2OMk8Qsnz5co+2tj179ix38ODBv/thv8208v+ysLAwY1pa2os+DIIgCOJ5MxpNU1LfuwcMHw7Y2QHffGOaShowRTGWlqhzsMath5kYuXck3LnuiJr8PbZaO2NFbRnCqx1wbBMTyR8BH34IjB1r6sWmqtEgcFov0NKuAw4OgLW1qR4AeAeAH4AlANABqK2HakUCfowKxfaiIuy8vx6gjAAFBFj2RDBjOA5VrTft22gDMXMwsj7Y8pc1A0VRN41GY1jLZbdv3y4OCQmp+ssq+QOuXLnCTkxMdD1y5Mif7vaVl5dnOXTo0MD8/PxWP1w+efJk79DQUNWCBQueec4SiYS/YcOGkl69ej1zIP9fJTIyMvDy5cv57VEX8fvNnDnTc+rUqfLw8PDHMgc7d+7ssHv3bvtvv/327os6NqJ1YWFh/JMnTxY4OTk99Xbi9u3bjiEhIT6t7UfG9BAEQRD/u+rqTON3Fi0yZXT27/8l4GkyvZxsdLJDaf19LPtuGTR6DeYOTcZ8Kyf01CjQq94KmTeY2PaJKUE0Zoxp1walEX7/GmsKeNhs06QIt2+bVvYFIIbpI6Q0e6CqGg1zx+NKhB+2FJ/H0ZI9pvE+FOCFCAQye+JQzQpA4woYAVg/RPnZYe3bTi9Iz5491Tdu3KjX6XR4nt/qEYvFQjabbUhOTm73sUu/hgQ8f2/JyclPzeA2f/5895MnT3ZISUn5S8doEX9eWVkZ46233qpsLeD5NSTTQxAEQfxv0miA4mLg00+BzZuBpCQgNta0Tq8HVCrovb1wT12BTTc24aMfP8L6wR8jtessFNAY2F75EE33XbFgBAUrtumTPtbWpokLPD54C1ZfJgF0OhAZaRonBAB2ABIBFAHYZg88rIYybjAuTumO9++fw9XKy6btKMBZ0x0iZz5+qPkaqOwEsOoAThWw6yQ8KQlKin/35ENt+rtmegiCINrTszI9L9WYHoIgCOIfwjw99aVLpoBn4sRfAh6jEVAqYXR3x0NdHX588CM++ekTjBLGQh4yBbcYTMysl8NK4YQt71CorTaN47G2Ns1V4PBVoingAYABA34JeABgOs30f84DNqaAp083fDcxBG/J/ourDy8DBjpAAVxFGDyd7PBD3X+B4j4AqxZgVwNfnwXtQU/07fXXBTwEQRDEr3upgh4ykQFBEMQ/hFwOFBUBb78NiMWm2drMFArAxQX1Fgbcq7uHxWcXo6NtR0wasA6bmTYIbWpAdLUVjn7NwJXvgRUrTBO96fUA6+ge2P/n52/oDBgAnDnzS7lRdKCzAfiGCaNMgYbgAByb2xPTcpJRUF8E6CwBuh5MeSjcXIH0+pPAnXGAfb4py7PjO+BBOAwGCh07tm9zEQRB/NO9VEGP0Wg8bjQaE2xtbX99Y4IgCOJ/U0ODKcuzcKEpUvn8c4D188y7SiVgZ4dGLhvlinKsOL8CVaoqfDjkM3xg4wkdgEVVjcjKtMKX64DoaCA+3pQc0n93Hm5vvwYKACIigB9+MK0AAHs6MFEPFNFgPK5Do5czdizsjWm5n0GuqQU01gCjCbSqTnB0b4CsIQ24Nh/oeBGwVAH//Q4o6wqAwpQpwIQJ7d9sBEEQ/2QvVdBDEARBvOTM01N//DFw65ZpujUfH9M6tRpgsaB3sEeZohx7svfg7N2zeKfXctz26IZrDBam1tfAqsIOH7wFuLgAGzYAFAVob2bCe24MKL3e9KGezExTXQBApwGTKYANGL9iQMu1wsZlPfDmve1o1GtAa3QEmEqgSgAbFzlK1XeBc2uBoL0AXWsKeCpCAVCIiQHmzTN1pSMIgiDaDwl6CIIgiP8NRiNQWQmcPAls3w5Mnw68+qpp3c8ztRnd3FCpeoQ7D+/gP5f/gwF+AxDVZQY+YtpC0KTG8IdW+HglDZWlpqFAHToATYUl8Hx9ACi1CnB3N32Tp+Hn7/ZRFBBlBXTTwXDaEvoyCm8tDcK/Hx6G3mgAs9EDBlYVUO0LtuNDKJpqgW82A90/BigD8NV5oDIEAIWICODf/zZNBvdPCXqUSiXVrVs3vk7X5idB/rEWLlzovmLFCpcnl4eGhgrao/4DBw7YdOrUSWj+bs6QIUP88vPzLQEgNjbWh81mh9bU1DQ/J77++uteFEV1LS8vZwAAnU7vav6mSr9+/QKqqqrogGlqcRaL1aXld3o2bdrkAAAff/yxA4/HE/F4PFFgYKB4586dHQDgu+++swoODhYIBAKRn5+feOHChe7POvakpCSHyZMnez+npnnpSCQS/sWLFzkA0Lt374Cqqip6VVUVfd26dU7mbYqLiy0GDx7s9zyP48SJE9y+ffsGAEBqaqrtggULnnmd/2ok6CEIgiD+N9TXmzIw77wDdOkC/N//mZbr9aagx9MTtTolyhXlWHB6AezZ9njvlY+wnmWLBoqGRZVNOLWfhQsngCVLgG7dAL28Fm6TBoBeUwWKyzVFI5WVv9Tp5wBjrALGcjoMB7UYudQLW1VXQQGw0ftCwyoF6jzA6PAQBj0F/aEUoP//AQaGKeB5JAZgSh6tXWuaTdve3hRs/RN8+umnjsOGDat5ntNVtyetttVvjP6lMjIycp9n+VqtFjdu3GAtWrTI+7///W9RUVFRdm5urnTChAnygoKC5hk2vLy8NKmpqR0AQK/X48qVK1xnZ+fmBmAymYbc3Fxpfn5+docOHXSJiYlOLffNzc2Vmv+88cYb8sLCQouNGze6Xbt2LU8mk0nT0tJywsLCVAAwbdo03+Tk5Hu5ublSmUyWPXHixGq0g/a4nk960S8ALly4UODo6KiXy+X0L7/80tm83MfHR3vq1Kl2+ybR2LFj606dOtVBoVC0WyxCgh6CIAji7888PfWiRQCDYZpuzdLSlP1paADc3dFIN6KyoRLrrqzDvbp7+CR6Ey5au+GsBQcT6uuB2zbY8h7QqzcwZw5gVDfCfvKrsLwnA8VgADweIJP9UqePG9C7CugAqD7XI/xte5wwFsCCYsCFHoh6ehGgdATFfQg2HKHZsx0YOgfQsoD/fg9UCQGYkkcffAA4OQG2toCzsymB9E+wb98+hzFjxtQCpre8EomEP3jwYD9fX1/xsGHDfA0GAwDg6NGjXKFQKOLxeKK4uDgftVr9VAvl5eVZ+vr6ikeNGuXD4/FEgwcP9lMoFLSjR49yBw4c6G/e7vDhwzaDBg3y1+l0iI2N9QkMDBTzeDzRqlWrnAHTW++pU6d6hYaGCgIDA8Xnz5/nAMD58+c5oaGhAqFQKAoNDRXcvn2bCZiyCtHR0X79+vULiIqK4t27d88iLCyMb85ynDp1yhoADh06ZNO5c2eBSCQSRkdH+9XV1f2hZywOhxP6a+116dIlTrdu3fhisVgYGRkZeO/ePQsA2Lhxo2NQUJCQz+eLXnnlFX/zA2VsbKzP9OnTPcPDw3lz5szxfP/9990WLlxY3qVLl0ZzvRMnTqyLjo5Wmv8eGxtbfeDAAXsA+Oabb7jdunVTMhiMVr9z0r1794bS0tJnTklYXl5uYWVlZbC1tdUDgK2trUEgEDQBQHV1NcPb21sLAAwGA127dm0EgMrKSvqAAQP8eTyeKCQkRPDTTz+xW5Ypl8vpHh4enfR60ydbFAoFzdXVNVij0VDZ2dnMqKioQLFYLOzatSs/IyOD1VpbtHW8LbMSgOnjt0lJSQ4A4OHh0WnBggXuIpFIyOPxROayFy5c6D5ixAjf7t278zp27Bi0ceNGR3NZ4eHhvJiYGF8+ny/W6XSYOXOmZ1BQkJDH44kSExMdzfUsX77chcfjifh8vmjOnDkeAHD16lV2SEiIgMfjiQYOHOj/6NEjOmC6l2fPnu3RqVMnoY+PT5D5XlQqldTQoUP9eDyeaMiQIX6NjY3NvycPD49O5eXljEWLFnmWlJQwBQKBaObMmZ55eXmWgYGBYgBQqVTU6NGjfXg8nkgoFIqOHz/OBUy/hUGDBvlHRUUFduzYMWjWrFnN7dfW/X/gwAEbX19fcdeuXfkHDhzoYN6eRqOhR48eir1797bbQHwS9BAEQRB/b+bpqdeuBXJyTN/l8fAwrVMoAGdn6DgslNaX4mT+SRzIOYAF3RfAxasHNrBs4aPVYGQxB+8toGBrA3yaBNBgAHfWBFjduvbLxAUtv+/m5wmwy4H+QMUZQDiajXSGHFwGB97sAFTo84FGG8BKDmcaH8rdyUDsZEDDBf77AyDnAzAFOR9+aPq2KZcLuLm9oIBn6lQvSCT8v/TP1Klez6qysbGRKikpYfL5/CbzspycHPbmzZtLCgoKsu/fv888e/astUqlombOnOm7d+/eQplMJtXpdGiZNWipuLiYNWvWrEcymUzK5XINiYmJTjExMYqCggJWWVkZAwBSUlIc4uPjq65du8YpLy+3yM/Pz5bJZNK5c+fKzeWoVCpaRkZGblJS0r2EhARfAAgJCWm8fv16bk5OjnTlypWlS5YsaX6gS09Pt05NTS368ccfZSkpKfb9+/evy83Nlebk5GSHh4erysvLGWvXrnW7ePGiTCqV5nTp0kX13nvvPdV17fdqrb00Gg01b94876NHjxZmZ2fnTJkypWrx4sUeADBx4sSarKysnLy8PCmfz1cnJSU1P0wXFhayrly5Itu2bdsDmUzGkkgkqmfVzePxNHK5nPHo0SP67t277SdMmNBq9kWn0+H8+fPcESNG1JqXmR+mzX9OnTpl3b17d5Wjo6PWy8ur0+jRo312797d/LCbkJBQKRQKgwYOHOifmJjoqFKpKABYsmSJe0hIiEomk0nfe++90ilTpvi2rNvBwUEvEAhU3377LRcA9uzZY9u7d+86JpNpnD59esctW7bcz87OzklMTHwwe/bs5u5wLdvid12QFhwdHXVSqTRn6tSpj9atW9d8rXNyctjnzp3L//HHH3MTExPdi4uLLQAgMzPTKjExsbSwsDD7448/drS1tdVnZWXl3L59O+e///2vU25uruW+fftsvvnmG7ubN2/m5uXlSVeuXFkBAPHx8b5r1659IJPJpGKxWL106dLmbmE6nY66c+dOzvr160tWr17tDgAbNmxwZrPZBplMJl2xYkW5VCq1evL4N27c+MCckXvyA63r1693BgCZTCbdvXv33YSEBB/zNZFKpZwjR47czcnJyT527JhdQUGBRVv3v0qlot544w2fY8eOFdy4cSPv4cOHFi3rCQsLa7h06VK7dfZ9OfLNP6MoKgZATEBAwK9uSxAEQfyPkMuBvXuBfftMswD062darlQCtrYwduiASmU5imqKsPz8cnT36I5p4W/hX0wbVFF0/Ltcg8/XWqGkEEhNBRwdAc6/5sPm3GFTOX36mGZq+5kxwBvU/fswbKAjs1SPPh3pqGOo4cp2hBPTBXdqs4EmNsCqhy8tEiVfr4QxLhZocDRNWlDnAwBgMk0TJfj7m4Ifd3eA9g961VhRUcHgcrmP9eXp1KlTg7+/vxYAxGKxqrCw0NLGxkbv6empCQ4O1gBAfHy8fPPmzc4AHj5Zpqura9OgQYMaAGDSpEnypKQkZxqNVjlmzBj5tm3b7OfOnStPT0+3PnToUFFtbS29pKSEOWXKFK+YmJi6kSNH1pvLMT/AR0dHK5VKJa2qqopeW1tLGzt2rG9xcTGLoiijVqttDk+joqLqXVxc9IApqzFz5kwfrVZLGz16dE2PHj3Uqamp3MLCQpZEIhEAgFarpbp27arEn9Rae9nb2+vy8/PZ/fr14wGAwWCAk5OTFgBu3rzJXrFihYdCoaA3NDTQe/fu3fwNj1GjRrXazbCiooLep08ffmNjI23y5MmPVq9e3dy/MyYmpiYlJcU+PT3dateuXfda7qfRaGgCgUBUWlpqGRQUpBoxYkRz+5ofpp+s6+LFi/kXLlzgnDlzxmbZsmVeaWlpVh9++GHZhg0byl9//fXqEydO2Ozbt89h//79DtevX8+7fv069+DBgwUAMGzYMEVCQgJDLpfTW5YZFxdXk5qaahcTE6PYt2+f/Zw5cx7V1dXRMjIyrOPi4pozgE1NTc3Xs622+D0mTJhQAwASiUR17NgxO/Py6OjoWmtra6O1tbUuIiKi/tKlS1Z2dnb64ODgBnNm69y5cza5ubkc834KhYIulUpZZ8+etXnttdequFyuAQBcXFz0crmcrlAo6EOGDFECwIwZM+RxcXHNY2/i4uJqAKBHjx4Nb7/9tiUAXL582XrevHkPASA8PFzN4/GeGeA+6erVq9ZvvvnmQwAIDQ1tdHd3b7pz5w4LACIjI+sdHBz0ABAQENBYWFjIrK6uprd2/9+6dYvl6emp6dSpkwYAJk6cKP/iiy+aX2i4urrqKioq2u2jZS9V0GM0Go8DOB4WFjbjRR8LQRAE8RdQqYBr14B33zVlYxYtMi1Xq01RhYsLajV1qFZXY8GZBbCkW+KjVz/FOQs2jlpaIba+AQ8PWuHkPuCNt4CoKID96QfosONTUznduz8W8Bj8fUArKIZ2NgffMlWIqwK0DD34tr6wsbDBjarbpu/xWKrRiTESst2zoYsbCSjcTAFPvSk5QKMBa9aYvv9ja2vK9LzQYS0pKSXtXaWVlZWhqanpsTCPyWQ2d4+i0+nQ6XSU0dhqjykUFBRYDB06NBAApk6d+mj48OF11BNpMvPfZ8+eLR8yZEgAi8UyxsTE1FhYWMDJyUmflZUlPXz4sM2WLVuc9+7da79///7ilvu1LGfp0qUevXv3Vpw9e7YwLy/Psl+/fnzzeg6HYzD/e3R0tPLixYt5Bw8etI2Pj/edN29epb29vS4yMrL++PHjRX+osdrQRntRAQEB6lu3bj019ichIcH3wIEDBREREeqkpCSHCxcucM3rrK2tm8+Bx+M1Xr9+nRMREaF2dXXV5+bmSlesWOGiVCofCyimTJlSI5FIhKNHj5bT6Y+tah7TI5fL6YMGDQpYt26d8/Lly58KVFui0Wjo27evqm/fvqro6Oj66dOn+3z44YdlACAWizVisfjRwoULHzk4OHSuqKigt3ZvUBT12MLx48fXrl692qOyspKelZXFiYmJqa+vr6dxuVxda4HXk23RFgsLC6O5OyEAaDSax24aFotlBAAGg2HU6XTN69q6R1veQ0ajkdq4ceP92NjY+pbbfvvttzZP7v9rWhwH9Hp9m8fxe7T1mwQAS0vLlvekUavVUkajEa3d/1evXmU/6zjUajXFYrF+9Vr8Vf5B75wIgiCI/yk6HZCfb/oeD5cLbNliihx+nqkNHh5Q6zV42PAQn/z0CbIeZuGjVz6CnuuO9UxbuOq0GHyDhY3/BrqEA28vBFgHvobduqUwAqaI5Pr15ur0Hb1BFd+HursNPhKqMKIM0NKAHs6d4chxMAU8ejrAaEI4bTbuHkiAZsQIoN4D+OqHnwMe0//glywxxVO2toC3N2BhgX8cJycnvV6vp8zdYtrSuXPnxtLSUsusrCwmAOzYscMhKipKERAQoDUPhF+yZMkjACgvL7c8d+6cFQDs3r3bvkePHkrANAjbxcVFu3HjRrcZM2ZU/bwtQ6/XIz4+vnbNmjWld+7c4ZjrTE1NtQOA06dPW3O5XL2Dg4O+vr6e7unp2QQAycnJjmiDTCaz9PDw0C5atKjqtddeq0pPT+f06dOnIS0tzdp8DgqFgpaZmckEgLlz53rs2LGjwx9uyCcEBwc3VldXM8ztoNFoqLS0NBZg6rbn7e2t1Wg01J49e+zbKuOdd96p2Lhxo1t6ejrLvEylUj31TBgYGNj0zjvvlM6fP/9RW2U5ODjok5KS7m/evNnlycCgpeLiYovLly83X4O0tDSOh4dHE2DqlmYOMO7cucOi0+lGR0dHfffu3RXbt293AEzjYuzs7HT29vaPPSTb2toaQkJCGmbOnOndv3//OgaDAXt7e4Onp2dTSkqKHWDKhl27du2x8UBm58+f54wcOdLnyeX+/v6agoICtlqtpuRyOf3y5cs2bZ1bSydPnuygUqmoiooK+o8//siNjIxseHKbgQMH1n322WdO5vbKzMxk1tfX0wYPHlz/9ddfO5rHYlVWVtIdHBz0NjY2evN4nS+//NIhIiLimVnEyMhI5c6dO+0B4MaNGyyZTMZ5chtbW1t9Q0NDq3FAy/0zMzOZ5eXllsHBwY2tbQsAbd3/nTt3bnzw4IFldnY2EwCevCfz8vJYYrFY/axz+Su9VJkegiAI4iVhNAIVFcDy5UBRkal7m7PzLzO1eXtDRwPKastw+f5lfJnxJaaFTkOE/yCssuSilG6B94uakDifDgtLYOsmgHPlDDosmgojjQbK0xMoKDCNFwKgd3cDVVqKejdrzB9Sj6+qAVDACK++qIMG50uuAgYaABoiVCuRdzEEDUNGgqrzhXH7eaDBGeaAZ9o0YPBgwMYG6NjRlJD6p+rVq1fdmTNnrEeMGKFoaxsOh2PcunVrcVxcnL9er0dISIhq8eLFrT5k+/n5NaakpDjMmTOno6+vr6blduPGjZNv3ryZYR4EX1xcbDFt2jQfg8FAAcDq1aubxy3Y2dnpQ0NDBUqlkv75558XAcDSpUsrpk+f7puUlOQaFRVV/2TdZqdPn+YmJSW5MhgMI4fD0e/atavI3d1dl5ycXDxu3Dg/czeqlStXlgYHB2ukUil75MiRta2V9dFHH7klJyc3jweprKzMbKteMxaLZdyzZ0/hvHnzvBUKBV2v11OzZ8+uDAsLa1y2bFmZRCIRenh4NAmFQtWTmRsziUSi/uCDD0omT57s29DQQLOzs9N7eHho3n///bInt3377berfu2YevbsqRYKheovvvjCbsCAAUrzmB7z+tdee61qzJgxtYsXL/asrKy0YDKZRnt7e+22bdvuA8DOnTsdli1b5sVisQwMBsP4xRdfFDEYDKxfv75swoQJPjweT8Rmsw1fffVVq5m0MWPG1EydOtXvxIkTeeZlqampd2f8P3vnHdfE/f/x12UnkLBlb0hCWCKKoqhV66BKnbiqaK3itnVUbX/WXaultBXroFbbYuuq1TraarXuLaIiBAigILJkBEjITu73RwxFBbV1dHzv+XjwUO4un3Uf4F73XpMmea9Zs8bVYDAQgwcPro2Ojn7kAbuoqIjN5XIfMW0EBATo4+Li5EFBQcG+vr6a4ODgp3IRi4iIaOzVq1dgWVkZa968eeU+Pj76rKwsTvNrZs+eXV1UVMQODQ0NIkmSsLe31//yyy+Fw4YNa8jIyOC1bds2iMlkkq+++mr9F198Ufr111/fnjp1qvesWbNoXl5e2h07dhQ9bgzz5s27N3LkSF+hUCgJDg5WhYaGPiK8XFxcjJGRkcr7Kcfr58yZ02Slmz9//r2xY8d6C4VCCZ1OR2pqalFLa2Thcft/3bp1xQMGDAiwt7c3dOzYUZmTk9MkPk+fPs1fs2ZN6dOs6/OgVbPyv5n27duT6c0DUikoKCgo/l3U15szACxfDixYYI7lIUlz4gJ3d5DW1ihTlOFW3S0M3DEQ7gJ3/DjyAE6xrDGF54g+DVpYv8PBnm+A1G+AQa7X4DCoK2g6DSAQgCBJoK4OAGBo4wgoGnDPhoERCWqc5Zn/Lk4KGIIiXRWO3jkDkASgs0bbsnWouGOFii5jQKsLgGnrCUDlCIvg6dfPbOWxsQECA80GqpcBQRBXSZJs3/zYjRs3isLDw5/4wPoiOXfuHDcpKcnlp59+ema3r7y8PNaAAQMC8/Pzs1s6n5CQ4BUREaGaPXv2Y+ccFRUl+uSTT0q6dev2p+Ic/ioxMTGBZ8+ezX8ZfVH8eSZPnuwxYcKEmo4dOz6zxWHOnDlu1tbWxuZxURQtU1JSwhg+fLjfhQsXZE+++um5ceOGY3h4uE9L5yhLDwUFBQXFPwutFjh2DFi92py0YMYM8/H7mdrA50OurkW9ph7zf5sPrVGLDf03oIbBxmq2ALZGI9r9wMaqb4DRk4CB4iLY9+8Lmk4LMBgguFygzPxC22ArgFGjRoE9ibjRahTxSNABzAsai2uqovuCB0BjG/hc2Y5aq3JUdHkDjAYhDFtOAmp7WARPeDgwb565+Kiv78sTPP9kunTpor5y5UqDwWDAi6zVExwcHMTlck2pqakvPXbpSVCC55/Nw5nLKF4Ot27dYiUnJ7/Un1fK0kNBQUFB8c/BZAJu3gTi4syubEeOmKt5NjaaC4e6uEBt0KC4rhibMzbj04ufYm2/tegjGYYkJg9bObaYfVOPLd2YcPUCDn1dA++h0WDcuQWABOHrCxQWAgAMVjzoOExcsFVgyAgSShYJNoClkgScaCzG4eJTZsFTGwDbXw7Bsd05FIgng9UggS71JKCxhUXwuLkB335rdmUTi801eV4m/1RLDwUFBcXL5HGWnv9UIgOCIOIIgviyvr7+yRdTUFBQUPzzqK42Z2grLzcXILW3N2dqY7EAZ2cYSCNKG0pxo/IGPr/0OYZJhuF1yTBcpjGwjS1A13o9fp/AhMEArFurhedbr4FRXAjCZAQhFjcJHiOLBbUND9u96tH3DROUTBJ2NGCzuC9OWgQPAJRFgpl2AW6dT6AgKBHs+lDoNp16QPBYWwOpqQCdDvj5mVNiU1BQUFD8s/hPiR6SJA+SJJloY/PSirtSUFBQUDwvVCogORn4/XdzAoPIyAcytZEEgXJFOeQaOd458g68bbzxYc9VqACwhsUHxwQ4f8REZjrw3hoTYlbFg339MgjSBDJIAkjN2WtNdDpq3e2wIrgakwaajTk+DOCQry92qPX41SJ4CnsB35xB4ODtkPpOB0ceAd1XxwGtLSyCh8EANm82W3i8vf/G4qMUFBQUFI+FiumhoKCgoPj7MRiAgwfNoue114CJE83ubVqtWU0wGJCra9Goa8T/Hf8/1KprcXDUQRhZVviezoGUycWI0ybs/hjoP5rEzAtTwT160Jya2j8AyDELHpIgcDvIGXNDyrBfDIAE2tIJHPBiYqbOFT+XHAcAENJhIH/YiYDR6yD1ngN2VSdgxyGQKtumIRMEkJRkNkZ5epqH+b9UfJSCgoLi3wT165mCgoKC4u+FJM1WmLffNquH5GTz8cZGc7AMhwOVXoV7ynvYLd2No7eO4oNuH0DYJgSZoOErji3Ca434bSgNPkJgrcvHsPnuS5A0Okg3d6CwAATMFp30KHcM61KGA/fLTvZWMXDKj8QijQ/2lZwHALCyx4Hc/QPcBqegIGAOWBVdYX1wLzRyuweGPXs2EBxsjt8JCDC7t1FQUFBQ/DOhRA8FBQUFxd+LXA5Mm2ZOIZ2aai5w0yxTm8FkQFlDGQrrCvHhmQ/Rx78Pxrd9E5UAkth8ECRAJtKhUgJfDNwL/08XwsRkgRTYgCgrbRI8h3p4YGDMXWQ7mzNQjypiYl8YsKjOBt+Um7Om2he+Cd0P30DQ53OUhc0B825PeFxKQ02JCywubQAwaBDQvz/A4wESidnNjeJRlEol0aFDB5HBYPi7h/KPY86cOW6LFy92fvh4RESE+EX3nZKS4pCQkOD1pPG4u7uHlpeXMwBgwYIFLgEBAcFCoVAiFoslx48ft3pcH1FRUaLTp08/UhST4lHy8vJYgYGBwQBw+vRp3vjx4z0Bc0HWo0ePNq3zxx9/7PTFF184vMixDB061Ofrr7+2A4ABAwb43bx58z9TaYz6NU1BQUFB8feh1QLLlgHnzgFr1gAhIWYLj40NYGcHkiRRrihHo74RM3+ZCXuuPZL7JKOBILCHxsBVlhU67zXh/I/Akkk3EfvJcJjYXLM+UZrrS5IANg1wxdzwuwBBQE8jMfcKA+/EO2NpTSnW1pmT3/hWj8PtbVvA7PYpGjrPBeN2LMLKPsPV694PDDk83Fw2CAAiIv63i48+iXXr1jm+/vrr8heZrvplotfrwWQyX2gf165dy32R7ev1+j/9mWPHjlkdOXLE9ubNm1Iul0uWl5cztFrtS4lee9HpzlviZdzn1ujWrZvKUkPq+PHjfGtra2Pv3r0bAWD+/PktFu19UUydOvXehx9+6LJz587il9nvi4Ky9FBQUFBQ/D2YTMCePcC6dcCQIcAbbzyQqQ0EgRpVDVR6FVacXoHi+mKsf209rLj2yAWwiesA3yoTLo6goV/3Giza1gkkiw1CrwNJmkAYDCABvDfcAdPal4NOElDTSSQfoyE+tgM+lt/FJ3Xmsg0R5Ajc/uJrEF2Soe85F/T819FNvQZXjwofGHKbNuaaqVqtWfDwqPfYj2X37t0Ow4cPrwPMb62joqJE/fr18/P19Q1+/fXXfU0mEwBg//79/KCgIIlQKJTEx8f7qNXqRx6o8/LyWL6+vsFDhgzxEQqFkn79+vkpFAra/v37+b179/a3XLdv3z5Bnz59/A0GA4YOHeoTGBgYLBQKJcuWLWsDmC0QEyZM8IyIiBAHBgYGnzhxggcAJ06c4EVERIiDgoIkERER4hs3brABs1UkNjbWr2fPngFdu3YVFhcXM9u3by8Si8WSwMDA4MOHD1sDwN69ewVt27YVSySSoNjYWL/6+vq/9IzF4/EinrReZ86c4XXo0EEUHBwcFBMTE1hcXMwEgOTkZMeQkJAgkUgk6du3r79CoaAB5rf3EydO9OjYsaNw2rRpHn92TKWlpUx7e3sDl8slAcDV1dXg4+OjB55879asWeM0ZcqUpj5TUlIcxo0b5wkAGzZssA8NDQ0Si8WS0aNHe1ssgjweL+Kdd95xCwsLE//+++/WrY2ruVXiadfO3d09dOrUqe6hoaFBoaGhQVlZWeyW1ig7O5vdtWvXwODg4KDIyEjRtWvXOIC5qGbv3r39RSKRRCQSSSyWmKVLlzoHBgYGBwYGBi9fvrwNYN6zfn5+wSNHjvQOCAgI7tKlS6BSqSQs91AkEknatm0r/vTTT9tY5nDo0CF+jx49AvLy8lhpaWlOmzZtchaLxZLDhw9bN7fGnT9/nhseHi4WCoWS3r17+1dVVdEB8/62zM/HxyfEsj8NBgMmT57sERISEiQUCiVJSUmOAGAymZCQkODl7+8f/MorrwRUV1c3Kcx+/fopz5w5I/grQvmfCCV6KCgoKCj+HrKzzXE8gYFmK49eb47vcXMDaDSo9CpUqapwuOAwfsz5EXM6zUFHj06oAvAZkw8taGgYSoO7sx5pmR1AAwmaRgUjlw2aVgstHRg13hprJDUQaAlo6SR27CUQ1vNVrNddxrr71Q268Qcj88PvgJiPQPZ+F7TcoejHXoaTP4aguUsbh2PO1KZWmwWPre3fsWh/kQkTPBEVJXquXxMmeD6uS41GQ5SUlLBFIpHOciwnJ4e7fv36koKCguw7d+6wjx49aq1SqYjJkyf77tq1q1Amk0kNBgOSkpJarHRUVFTEmTJlSpVMJpPy+XxTUlKSU1xcnKKgoIBTVlbGAICtW7c6jB8/vvrChQu88vJyZn5+frZMJpNOnz69xtKOSqWiXbt2LTclJaU4MTHRFwDCw8M1ly9fzs3JyZEuWbKkdP78+U0P6hkZGdY7duy4ffHiRdnWrVvte/XqVZ+bmyvNycnJ7tixo6q8vJyxatUq19OnT8ukUmlOu3btVCtWrHjEde3P0tJ6abVaYtasWV779+8vzM7Ozhk3blz1vHnz3AHgjTfekGdlZeXk5eVJRSKROiUlpSmBemFhIefcuXOyzZs3/+linIMGDWooKytj+fj4hIwZM8br559/tr6/jk+8d2PHjpX/8ssvtpbv9+zZYz969Gh5RkYGZ8+ePfbp6em5ubm5UhqNRm7atMkBANRqNS0kJESdmZmZ27dvX+XzWjvLOYFAYLx582bO5MmT782cObNpHzdfo4kTJ3pv2LDhTnZ2dk5SUtLdqVOnegHAlClTvLp27arIy8uTZmdnS9u1a6c5c+YMb/v27Q5Xr17NSU9Pz0lLS3M6d+4cFwDu3LnDmTVr1r2CgoJsGxsbY1pamh0AvPXWWz6ffvrpnevXr7do2ROJRLqEhISqKVOmVObm5kr79ev3wDqMHz/ed9WqVXdlMpk0ODhYvWDBAjfLOYPBQNy8eTNnzZo1JcuXL3cDgM8//9zRxsbGmJWVlXPjxo2cb7/91ik3N5e1bds224KCAnZeXl72N998U5yRkdG0TnQ6Hd7e3pqLFy/+J17v/DfszRQUFBQU/y4aGoAJE8xpqvfsMfuIqVTmFGhMJvRGPcoaylDZWIn3j7+PaI9ozOo4C3UADoLAWQ4f3ltIlF4g8ZNTPBway0DTaaHj88FUKFDNAwaOY+GCsxJ8LWCiAUe2AbTYbvhQcB5HG4wAgFedX8PFhdtg7LIK6LEERNZIxNkvwNHvwmAy/iF4aDQgJcUcuxMUZDZEUTyeiooKBp/PfyCYJzQ0tNHf318PAMHBwarCwkKWQCAwenh4aMPCwrQAMH78+Jr169e3AXDv4TZdXFx0ffr0aQSAsWPH1qSkpLSh0WiVw4cPr9m8ebP99OnTazIyMqz37t17u66ujl5SUsIeN26cZ1xcXP3gwYMbLO2MHj26FgBiY2OVSqWSVl1dTa+rq6ONGDHCt6ioiEMQBKnX65s2QNeuXRucnZ2NANCpU6fGyZMn++j1etqwYcPknTt3Vu/YsYNfWFjIiYqKEgOAXq8nIiMj/9LD+pPWy97e3pCfn8/t2bOnEDC/qXdyctIDwNWrV7mLFy92VygU9MbGRnr37t2bChcOGTLksW6GBEG0WK2eIAjSxsbGlJWVJT18+DD/999/548bN85/8eLFdzt06KB60r1zc3MzeHp6an///Xer4OBgza1btzi9e/dWrl692ikrK4sXHh4eBAAajYbWpk0bA2B+2B4/frz8ea+d5dy4ceNqAWDSpEm1ixYtahI9ljWqr6+nXbt2zTo+Pr7JgqjT6QgAOH/+PH/Pnj23AYDBYMDBwcF48uRJ69dee61OIBCYAKB///7yEydO8OPj4+vc3d21nTt3VgNARESEqqioiF1TU0NXKBT0/v37KwFgwoQJNcePH3/qeisPf37SpEk18fHxfpbz8fHxcgDo3Llz47vvvssCgGPHjglyc3N5Bw4csAMAhUJBl0qlnFOnTvGHDx9ey2Aw4OPjo4+OjlY078vR0dFQUlLy9/j6PWco0UNBQUFB8XIxGID584H0dLOSCAw0Jy5wdwc4HJAkiQplBXQmHWb8MgNsOhvrYtfBQKOjwGTEeitXOJaRKJ5C4KM2n6Jz5SHQjEZo+HxwFArkOgL9x9JQYq0DTwdwCCaOfqWHpnt7JPplI1Npfhbt4/4qpB9/BWW71UD3lcD1BMQ5zsOF/cFQqR50hFiwAPDwALy8AF/fv2PRnpGtW0tedpdWVlYmnU73wEKy2eymB2s6nQ6DwUCQZIvP2igoKGAOGDAgEAAmTJhQNXDgwHrioSJIlu+nTp1a079//wAOh0PGxcXJmUwmnJycjFlZWdJ9+/YJNmzY0GbXrl32P/zwQ1HzzzVvZ8GCBe7du3dXHD16tDAvL4/Vs2dPkeU8j8czWf4fGxurPH36dN6PP/5oM378eN9Zs2ZV2tvbG2JiYhoOHjx4+y8tViu0sl5EQECAuiULQWJiou+ePXsKoqOj1SkpKQ6nTp3iW85ZW1ubHr6+OQ4ODoby8nJW82ONjY10R0dHI2B+wB8wYIBiwIABirCwMPW2bdsc2rdvr3qaeQwbNky+Y8cOO7FYrImNjZXTaDSQJEnEx8fXrF+/vvTh61kslulp4ngYDAZpNJpfYJhMJjQXqi2tneV7WrPc8s3FnmWNjEYj+Hy+ITc3V/o082ttD9+fS/NxkGq1mkaS5CN78HnC4XBIwHzPjEbz2xuSJInk5OQ7Q4cObWh+7aFDh2weNxatVktrvv//zfyn3NsIgogjCOLL+vr6J19MQUFBQfHyIUng++/NWdreeAMYOhRQKs15n/nm5zNLHM+nFz5FdlU2Puv3GZz5rqgkSaxn8FFPo6NuMNDP9iLml80FAGisrcFRKHDMD+g0EajmkCBIwNnExeUNephCgjC83W1kNlYDAHq5dYV896e4673WLHiuTsRrgveQf16Ce5UP/mkcPBjo0QNwcADELzyv1n8HJycno9FoJFQq1WOf7tq2baspLS1lWWIr0tLSHLp27aoICAjQ5+bmSnNzc6WWAO7y8nLWsWPHrABg+/bt9p07d1YCgI+Pj97Z2VmfnJzsOmnSpOr71zKMRiPGjx9ft3LlytKbN282uejs2LHDDgCOHDlizefzjQ4ODsaGhga6h4eHDgBSU1Md0QoymYzl7u6unzt3bvWYMWOqMzIyeK+88kpjenq6tWUOCoWClpmZyQaA6dOnu6elpdn+5YV8iLCwME1tbS3Dsg5arZZIT0/nAGa3PS8vL71WqyV27txp/2fa7dWrl/LIkSM2crmcBgDffvutrVgsVjEYDNy4cYPdPIvXtWvXuB4eHrrW7t3DbY8ZM0Z++PBhux9++MHeYmXr169fw6FDh+xKS0sZAFBZWUmXyWSshz8LtL6G3t7euqtXr/IA4Pvvv7dtLmweR1pamj0AbNmyxS4iIqLx4fP29vYmDw8P3datW+0As6C6cOECFwC6dOmisLjwGQwG1NbW0nr27Kn85ZdfbBUKBa2hoYH2yy+/2PXo0eORdbDg6OhotLa2Nh45csQaAL755psW7xWfzzcqFIpHkuE7ODgYBQKB0RKvs2XLFofo6OjHWhZ79+5dv3HjRidLAorMzEx2Q0MDrXv37ooffvjB3mAwoLi4mHnx4kV+88/dvn2bHRERoXlc2/8W/lOihyTJgyRJJtrYPLWFkIKCgoLiZXLzpjmOJzgYWL7cnKlNIDBX+ATQqGtEtboa50vOY8u1LZjYbiJ6+/VGHYDjRhJHrWxhtQloc1OO76r7w8ThQM9kgaNUIjUS6DcG4BppUDBJiHV8XExRQy70Qt+epbijMYd09HUOhe31pbhC+xqIWQNcmYpX2QuhKQ1AjvTB54uwMGD6dLP3XXg4VYvnz9KtW7f63377rdVAdADg8Xjkpk2biuLj4/2FQqGERqNh3rx5LWap8vPz02zdutVBKBRK5HI5o/l1I0eOrHF1ddVFRkZqAKCoqIgZExMjEovFkgkTJvguX768KZbFzs7OGBERIZ4xY4Z3ampqEQAsWLCgYunSpR7t2rUTW6wHLXHkyBG+RCIJDgoKkuzfv99u/vz5lW5ubobU1NSikSNH+gmFQklkZKT45s2bHACQSqVcNze3FiPBP/vsM1dnZ+cwy9fj1skCh8Mhd+7cWbhw4UIPkUgkCQ4Olpw6dcoaABYuXFgWFRUV1LVrV2FgYOBjH1T37Nnj0LxvR0dHw6RJk+516tRJLBaLJV9++aXT1q1biwCgoaGBnpCQ4Ovv7x8sFAolubm53DVr1pQ97b1zcnIyBgYGqktLS9k9evRQAUBkZKRm0aJFpb169RIKhUJJz549ha25UbW2hjNnzqw6f/48PzQ0NOjixYtWXC73qSwSWq2WCAsLE2/YsME5JSWlRSvojh07bn399deOIpFIEhgYGPzjjz/aAsDGjRvvnDp1ii8UCiUhISGSjIwMbkxMjGr06NE17dq1C4qMjAwaO3ZsVZcuXdSPG8OWLVuKZs2a5dW2bVuxJUHEwwwdOrTu559/trUkMmh+7uuvv769YMECD6FQKMnMzOSuXr267HH9zZ49u1osFmtCQ0ODAgMDgydNmuSt1+uJsWPH1vn5+WlFIlHwW2+95RUVFdUk1kpKShhsNpv09vb+T2QyaNWs/G+mffv2ZHp6+t89DAoKCgqK5igUQJcuQFERcPiwOTCGwTAXJKXRoDfqUVRXhBp1DWK/j4WnwBP7R+4HyWAj26DDRGt3KO8xoA4kcUrdHVH8G6BptaDpdZjXB/g8GvBtoOO2wIiuCnscSK1Hrr8t+g5TocFofv6Is3eGt/oLfHHqJBC1Hrg4C52JefCyc8HO7Q8+bzk6At9+axY8HTsC1o99dP97IQjiKkmS7Zsfu3HjRlF4eHj13zUmADh37hw3KSnJ5aeffnpmt6+8vDzWgAEDAvPz87NbOp+QkOAVERGhmj179mPnHBUVJfrkk09KLGmBXzQxMTGBZ8+ezX8Zff1XeZ5r6O7uHpqenp7j6upKFY96AsuWLWsjEAhMT/qZ+idx48YNx/DwcJ+WzlExPRQUFBQULx6TCZg502zp2bzZHL+j1zdlajORJpQpymAiTXjn8DvQG/XY0H8DmAw27pAmfEUX4B6TCYwEVqg/QHvbLDAbGqFkmDB6FPCzEBDXM5Fro8egaid8870SV3w4iBvSAI3R/JJyMJ+FSMEyLD72GxC1GTg/F+0089CurQPWr3tQ8LBYwGefAUym2cLzXAUPSQKkAaD9J2KDH0uXLl3UV65caXjRtVaCg4ODuFyuKTU19aXHLj0JSvA8O9Qa/j3Y2toap02bVvPkK/8dUKKHgoKCguJPYfEQ+FOBuF9/bTabTJoE9O37QKY2wBzHozVq8eXVL3Gp9BLWxa6Dn50fagGc1xlx0MEO9E0mdD97Am/bpYIrr8NtG2DgaEDqBATVM5Fjo8fU4jb48LAeR7wMeGOwEQbS7O3yuhUwzGca3tx1DqZ224AzCxFUNwd9+9rg02QmHnZ6WLrUHGYkEpktPs8VnRwwqAEr9+fc8D+Td95557k8NIlEIl1rVp7s7Oycp23n8uXLec9jPBT/TkpLS2/+3WP4t/D222//ZwQPQIkeCgoKCoo/SYWyAg3aBtBpdDBpTDBoDDBoDDDpTDBpTNAIGmgEDXQa3fz/zJugvf020K4d8N575sQF9zO1AYBSq0SNugY3K2/i80ufI14SjyFBQ6AGcEurxlorL9DLSNjMr8Fmm+ngy6txwR0YPApQMwB/JRO5Aj2WZ7VB4k0WvvOqwtuxJCw6pjcXWOrTBd0P3YVOsgc4+QF8yt/ByDHWSPmcBa32wfm9+SYQGWnO0ubxp8s4PgGDCsr6AqjBgtP/iOihoKCg+CdAiR4KCgoKiqdGY9CgQdsAPpsPE2mCiTRBb9JDa9TCpDN/D5itQQQIEEolvIbHg8GkozR5CYi6YjDsHcGk68DU1MNIGnG3/i40Bg1m/joTPrY+WNljJUwAykwGfE+3xV0uE5gEfG1MhJ8iDztCgDcHAc5KgEPSUcTT48vzDuihtMennrn4OOaP8XbmMbHNnYeIszwovPcAx5fB5dY7SJzBwddbWKh56D1mly7AqFFAmzZm0UN7nul+TAYo6/Nxp1EOPsf2OTZMQUFBQfEkKNFDQUFBQfHUVDVWgUk3u6RZLDqtQpKweXc+2Pm3UP3lWhC2NjDxuNDweVBp62EwGVCmKIPBZMCSk0tQq67Fqp6rUNFYAaWaiQs6Gvb4RAHbgHlHP0GsaT+WvkJg2SskIsqAMhsCaroRPx6xgUcbXyxxTcf3YQABAiRIhFjx8bOzAt1l3ii3Owoc/Qg20ll4ewGBnw+xkP9QlICXl9kQZWdndmt7riEoJAll/S3cVVSATmNCqXskSy4FBQUFxQvkP5WymoKCgoLixaHSq9CoawSHwXmq67lbt8Fqz34opr4FXXQH0FkcMNu4gs3kgMvkQmfUgUFj4EjhEVy4ewGzO81GW9e2YLCsUa7TY6tNEMgaEpGzr2ABczHGDiax7BUSfQuAAgeAZiLxyz4uCP9AzHMwCx7afcHjzXPA784KDC5zRCaRCRz+FOyrc/DefC2uZXBx9uyDY7WyAj780Jw5Wyhs8rx7bigVd3G3rgBslg3uqWrQoH1sSQ0KCgoKiucMJXooKCgoKJ4ISZKoaqwCh/l0aoBxPRM27y2FNioSiqkTzNnbXFyaCt0otUrI1XIU1xVj7aW16O7dHcODh8MIoFSvxT6TPcocBeDOUOFz+hjEjVZjZygwOhM44QO4Kgmc2MFGSfd2eN82HSd9ADpoMIGEE8cOP7kzkFBBx0lNNfDLOtCuzMKM+deRWazE7t2WaB8SAAkajcSCRSq4eavg7q0Bx0oHg8nw2Crrf4ZGdQ3u1twEm2WLysZq5MjzoTb8J2r9PRGlUkl06NBBZDBQ2YEfZs6cOW6LFy92fvh4RETECy+Bm5KS4mBnZxcuFosl/v7+wcnJyU3pOnbv3i0ICQkJ8vPzC/b19Q1OTExsimzbsGGDvVAolAQEBASLRCLJiBEjvKurq+kAsGPHDpugoCCJSCSS+Pv7ByclJT02BUhr83+eHDp0iN+jR48AwDznhIQEryeNwd3dPbS8vJwBAHQ6PVIsFksCAwODY2Nj/RQKxd/+3BwVFSU6ffo0DwC6d+8eUF1dTa+urqavXr3ayXJNUVERs1+/fn4veiyJiYkeBw4c4D/5yn8Gf/vNo6CgoKD456PSq6A2qMGit1gw/QGI+gbYjZsC0toa8uQVgNEAuLo2ZWrTGXWobKyEiTTh/ePvw4HrgCXdl4AgCNQYDbhUW4vDnmLgJ+D/0kdj7CgZbrgAb10FdoQC4VU0nNpGx8kh7THf6hxkjjCnvYYJDhxbbAoMw8LSShxRGYGDG4HL0zH33ZvQ6Tyw6yt3AATQlOaAQPy4agS0uwua7V2omXdQJC9CYW0h8mvzUVBbgNvy27hbfxeVykrUqGpQr6lHo64Rar0aWoMWeqO+KZbpYRo1DSipzACbaY17qlpkVGbinRMr8HnGludxW/7xrFu3zvH111+Xv8h01S8Tvf7F12i8du1a7ots3zKHuLg4eW5urvT06dN5K1eudC8pKWFcuXKFM3fuXK9t27bdvnXrVrZMJsv28/PTAsCePXsE69evdz5y5Eh+QUFBdnZ2tjQ6OlpZWlrK0Gq1xNtvv+196NCh/Ly8PGlWVpa0T58+iscO5DnP50XAZrNNubm50vz8/Gwmk0kmJyc7NT//d4v5U6dOFTg6OhpramroW7ZsaWM57uPjoz98+PCtF9m3wWDAvHnz7q1Zs8blRfbzPKFEDwUFBQXFYyFJEpWNleAyuE9zMWymzQajuATyTz+EycoKaOPc5C9mIk2oVFSCTtDx8fmPUaooxYc9P4QNxwb1Bi3SK2TYSwbDqGGg+6cLsXrkQWgYwMibwJZIoHcRHb9/Q+LbhHAstD6HRjYBA4MBE0jYsG3wXnAc1hecxm+NAPZvBq5OxsTEHDB51tj6hTOMBhqaC57obiqMGK2Hp7M1/DyswedYw5ptDT6bD2uWNbgMLhg0BgykAY36RtRp6lDZWIlSRSlKGkpQXF+MW/JbKKgpgKxahlu1t3Cn/g7KFeUolhchu+wM9CYd7iju4fTdS5hzchmsGFzE+fZ4UbfrH8Xu3bsdhg8fXgeY37pHRUWJ+vXr5+fr6xv8+uuv+5pMZrG4f/9+flBQkEQoFEri4+N91Gr1I/nQ8/LyWL6+vsFDhgzxEQqFkn79+vkpFAra/v37+b179/a3XLdv3z5Bnz59/A0GA4YOHeoTGBgYLBQKJcuWLWsDmN+UT5gwwTMiIkIcGBgYfOLECR4AnDhxghcRESEOCgqSREREiG/cuMEGzBaC2NhYv549ewZ07dpVWFxczGzfvr3IYgE4fPiwNQDs3btX0LZtW7FEIgmKjY31q6+v/0vPWDweL+JJ63XmzBlehw4dRMHBwUExMTGBxcXFTABITk52DAkJCRKJRJK+ffv6WywTQ4cO9Zk4caJHx44dhdOmTXsgJ6G7u7vBy8tLW1BQwFq1apXL3LlzyyMiIjQAwGQysXDhwioA+Oijj1xXr15919fXVw8ADAYD77zzTk14eLi2rq6OZjAYCGdnZwMAcLlcMjw8XAsAMpmMFR0dLRQKhZLo6Ghhfn7+A29OMjIyOKGhoUHN77NQKJQ8bp5RUVGiGTNmuHfo0EG0cuXKF2otshATE6MsKChgHzp0iN+xY0dhXFycr0gkCjYYDJg8ebJHSEhIkFAolDS3cC1atMhZKBRKRCKRZNq0ae4AcP78eW54eLhYKBRKevfu7V9VVUW3zGnq1KnuoaGhQT4+PiGWfaVUKokBAwb4CYVCSf/+/f00Gk3Tz4bFKjV37lyPkpIStlgslkyePNkjLy+PFRgYGAwAKpWKGDZsmI9QKJQEBQVJDh48yAfM+7pPnz7+Xbt2DfT29g6ZMmVK075obS+7u7uHzps3zzUyMlK0detWO6FQqKurq2PcuXPnX/FWgxI9FBQUFBSPRalTQm/UNyUweBy8TVvAO3gYirenQBcaZA6S4f/h/VCjqoHOpMPR20fxa8GvSIxMRIRrBBq0SqRXFyIvi47bET6wWb4SZ3qsgV8t0K0I+Lod8EYOE4e2GbF6kgSLba5CoCXQyKHDCCOsWVaYHjIKe3J+wEk1CcFvnwPXJiJuYAkCRDp8/aUXGpUWwUOARgO8fHV4e0EdbG3NNVJbMkYQBAE6jQ4WnQUOwxyLZM2yfuCLz+bDmm0WSywGCyRJQq6RQ1ZxHUplFfLqSnGo8He8f3Y1rJg8VGvkOJS19TndnadkwgRPREWJnuvXhAmej+tSo9EQJSUlbJFIpLMcy8nJ4a5fv76koKAg+86dO+yjR49aq1QqYvLkyb67du0qlMlkUoPBgKSkJKeW2iwqKuJMmTKlSiaTSfl8vikpKckpLi5OUVBQwCkrK2MAwNatWx3Gjx9ffeHCBV55eTkzPz8/WyaTSadPn96Uq0+lUtGuXbuWm5KSUpyYmOgLAOHh4ZrLly/n5uTkSJcsWVI6f/78pofAjIwM6x07dty+ePGibOvWrfa9evWqz83Nlebk5GR37NhRVV5ezli1apXr6dOnZVKpNKddu3aqFStWPPPDeEvrpdVqiVmzZnnt37+/MDs7O2fcuHHV8+bNcweAN954Q56VlZWTl5cnFYlE6pSUlKYH8MLCQs65c+dkmzdvvtu8D6lUyiopKWFLJBJtXl4et2PHjqqWxlJQUMDt3Llzi+ecnZ2NvXv3rvPy8gqLi4vz3bhxo73RaAQATJkyxWv06NE1MplMOmLEiJqpU6c+sG/atWun0ev1hFQqZQFAWlqa/aBBg+SPmycA1NXV0a9cuZK3bNmyyr+4vE+NXq/HkSNHBKGhoWoAyMzMtEpKSiotLCzM/vzzzx1tbGyMWVlZOTdu3Mj59ttvnXJzc1m7d+8W/Pzzz3ZXr17NzcvLky5ZsqQCAMaPH++7atWquzKZTBocHKxesGCBm6Ufg8FA3Lx5M2fNmjUly5cvdwOATz75pA2XyzXJZDLp4sWLy6VSqdXD40tOTr7r6empzc3Nlaampj5wf9esWdMGAGQymXT79u23EhMTfVQqFQEAUqmU99NPP93KycnJPnDggF1BQQHzSXuZw+GYrl69mpeYmCgHgNDQUNXx48efZ/nmF8a/QplRUFBQUPw9mEgTqhqrwGU+2crDvJIBm0UroenaGcqEkebsAHZ2TeeVWiXqNfWoUlVh9dnViHSNxJvhb0KuliO3oQzk7zex/a3lwJfTUW+zAf1lgBHA7lBg7hUWkn7WYfpUb2x0zEZ4BZDnQocORnCZXEwLT8CBnJ2QqjTomj0Jpy68jXbt5Xi11x189XUEyu+yYBE8dLoJXCsS/7eiFo6OD5QMemZoBA1akxbVinLwCS1qSOBKxQ18lrEZ9hxbVKlr8LoV8Lmd7smN/cupqKhg8Pn8B/x/QkNDG/39/fUAEBwcrCosLGQJBAKjh4eHNiwsTAsA48ePr1m/fn0bAPcebtPFxUXXp0+fRgAYO3ZsTUpKShsajVY5fPjwms2bN9tPnz69JiMjw3rv3r236+rq6CUlJexx48Z5xsXF1Q8ePLjB0s7o0aNrASA2NlapVCpp1dXV9Lq6OtqIESN8i4qKOARBkHq9vumNeteuXRucnZ2NANCpU6fGyZMn++j1etqwYcPknTt3Vu/YsYNfWFjIiYqKEgOAXq8nIiMjnzlbRUvrZW9vb8jPz+f27NlTCAAmkwlOTk56ALh69Sp38eLF7gqFgt7Y2Ejv3r17vaWtIUOGPOBmePDgQTuxWGzNYrFMn3/+ebFlfk/D5cuXuQkJCb6NjY20xYsXl06aNEm+a9eu4suXL9/79ddf+SkpKS7Hjh0T/Pjjj0XXrl2z+vXXXwsBYOrUqbXLli17pPrVoEGDar/77jv7VatWVezbt89u165dtzIzM9mtzRMARo0aVfunF/QhCIJoMXDPclyr1dLEYrEEADp27Kh4++23q48dO2YdFhbWKBaLdQBw7NgxQW5uLu/AgQN2AKBQKOhSqZRz9OhRwZgxY6r5fL4JMAvDmpoaukKhoPfv318JAJMmTaqJj49vir2Jj4+XA0Dnzp0b3333XRYAnD171nrWrFn37o9BLRQKWxSerXH+/HnrmTNn3gOAiIgIjZubm+7mzZscAIiJiWlwcHAwAkBAQICmsLCQXVtbS3/cXk5ISJA3b9/JyclQWlr6ZL/nfwCU6KGgoKCgaBWFVgG9Sf/EBAZErRx2CZNhdLCDfNUHAIsFODkBhPm50RLHQyNoeP/4++AwOFj+ynJUN1ajVF0Nw9mr2BQ4DqYDA4Hy3zDtMnDVFbjsAXxygoXZp3UYOcUJu52L0fMWcNGXAR1MYDPYmBbxFn7M2YMiZS3e04dg5Q+pcHNX460JN3HglyDcvGaFJsHDMIE0EZi3qBZ+ASY4OwPWz/EdpVqvRmnDXbD0dajVqPB7yQWsvbYFTlwHVKqqMNgK2OECXOcK4f38un0yW7eWvMzuAMDKysqk0+ke8Chhs9lND5l0Oh0Gg4FoLWFEQUEBc8CAAYEAMGHChKqBAwfWE8SDXm+W76dOnVrTv3//AA6HQ8bFxcmZTCacnJyMWVlZ0n379gk2bNjQZteuXfY//PBDUfPPNW9nwYIF7t27d1ccPXq0MC8vj9WzZ0+R5TyPx2sK2oqNjVWePn0678cff7QZP36876xZsyrt7e0NMTExDQcPHrz9lxarFVpZLyIgIEB9/fr1R2J/EhMTfffs2VMQHR2tTklJcTh16lSTmdXa2vqBwLO4uDh5WlranebHhEKh5tKlS7zo6Gj1w20HBASoz58/z4uLi1NERUWpc3NzpQkJCV5qtbrpHkdFRamjoqLUiYmJtQEBAaEAip5mnmPHjpXHx8f7jRw5Uk4QBEJDQ7WXL1/mtjZPALCIiWfBwcHBUF5e/sADe2NjI93R0dEI/BHT8/Dnmu8HkiSJ5OTkO0OHDm1ofs0vv/wieHifPQkOh0MCZtdBo9HY9OE/205zHpeQhcViNd9fpF6vJ0iSxOP28sPrrtFoCC6X+8z34mXwn3JvIwgijiCIL+vr6598MQUFBQXFYzGajKhqrAKPyXv8hSQJ28lvg155D/LPVoEU8B/I1GaJ42HSmPjiyheQ1ciwqOsi6Iw6VKgrocqRQZrBxu3SscDt3/HRUeB3P+C6K7DtIBPTz+nQd4o1drtUYVQmcNmHDg1hAoPOwOS2k/BDzl4UKSqQ5sjC91/uh5WVEe+9dx2Xr3rgyCGLdw8BGt0Eo4GGhEn1iOmug53dA4aoZ0KtV6OgpgDHbh/D1TsnsSvvEFZe2YDPMjaDTWehUlUFWxpwVQvY3CKQdK/myY3+y3FycjIajUbC4krTGm3bttWUlpaysrKy2ACQlpbm0LVrV0VAQIA+NzdXmpubK50/f34VAJSXl7OOHTtmBQDbt2+379y5sxIwB247Ozvrk5OTXSdNmlR9/1qG0WjE+PHj61auXFl68+bNpo28Y8cOOwA4cuSINZ/PNzo4OBgbGhroHh4eOgBITU1tNfOYTCZjubu76+fOnVs9ZsyY6oyMDN4rr7zSmJ6ebm2Zg0KhoGVmZrIBYPr06e5paWm2f3khHyIsLExTW1vLsKyDVqsl0tPTOYDZbc/Ly0uv1WqJnTt32v/Ztt97772KTz/91NUydqPRiKVLlzoDwPz58ysWLlzoUVhY2OTnaokvqa+vpx06dKhJYF26dInr5uamA4CIiIjGr776yg4AUlNT7du3b/+IBSw4OFhLo9GwePFit8GDB9c+aZ4Pk5aWZjt9+nT3ls49jl69eimPHDliI5fLaQDw7bff2orFYtWfSbzRu3fv+o0bNzpptVoCADIzM9kNDQ20fv36NWzbts3REldVWVlJd3BwMAoEAqMlXmfLli0O0dHRj7UIxsTEKL/77jt7ALhy5QpHJpM98gvZxsbG2NjY2OIzffPPZ2ZmssvLy1lhYWGtpo983F5uicLCQk54ePgjIvmfyH/K0kOS5EEAB9u3bz/p7x4LBQUFxb+dBm0DSJCg0+iPvc7q8w3gHvkd9e/Nhl4UaBY8zD/ifyxxPFfKrmBX9i4MlwyHp40nalW1UN+rBueLffjy9XtAnRFrDzKwuocRagZwaBcdEXf16DqFjXRHJeaeA77sSIeKZh7TpLaTsDfvR5QrKrDPlcSxfatxp9YHy1fdREkJB2lbfWHO1AaAIGEy0tCtVyPeeFMFHg9o06bJEPUIGoMGNeoa1KpqUa2qRo26xvyvqqbp/7XqP86p9K17nKgNGtjRCHTgkLBl8uBENyGE9b9RnLRbt271v/32m/WgQYNazeTF4/HITZs2FcXHx/sbjUaEh4er5s2bV9XStX5+fpqtW7c6TJs2zdvX11fb/LqRI0fWrF+/nhEZGakBzGl733rrLR+TyUQAwPLly5tiHezs7IwRERFipVJJ//LLL28DwIIFCyomTpzom5KS4tK1a9eGh/u2cOTIEX5KSooLg8EgeTye8fvvv7/t5uZmSE1NLRo5cqSfTqcjAGDJkiWlYWFhWqlUyh08eHBdS2199tlnrqmpqU3xEpWVlZmt9WuBw+GQO3fuLJw1a5aXQqGgG41GYurUqZXt27fXLFy4sCwqKirI3d1dFxQUpFIqlY//4X2Ijh07qtesWVMyatQoP7VaTSMIAq+++mo9AIwYMaL+3r17jNjY2ECj0UgIBAKjWCxWDxw4sMFkMiEpKcl5xowZ3hwOx8Tj8Uxbtmy5DQAbN268M27cOJ+1a9e6ODg4GNLS0opa6nvIkCG1K1as8FizZk3pk+b58GcLCgrYAoHgie55e/bscThy5Iit5fvz58/nTJo06V6nTp3EBEHAwcFBv3Xr1hbH1xqzZ8+uLioqYoeGhgaRJEnY29vrf/nll8Jhw4Y1ZGRk8Nq2bRvEZDLJV199tf6LL74o/frrr29PnTrVe9asWTQvLy/tjh07HtvfvHnz7o0cOdJXKBRKgoODVaGhoY/88nBxcTFGRkYqAwMDg3v27Fk/Z86cJtfQ+fPn3xs7dqy3UCiU0Ol0pKamFnG53FbNP4/byw9fq9VqiaKiIna3bt3+Fb/QWjUr/5tp3749mZ6e/ncPg4KCguJfi9FkxC35LXCZXNCI1p0CWOcvwaF/PDQ9u0K+eqlZ8DRLXKDQKFDZWAmlXolRP46Ci5UL3u/yPnQmHQi1Hqpli/B210bAzhszDguQFn4VfB1wcAcBGw2JfuPoKLIx4cPfSHzUg44GFgmCIDAh/C38XHAIlY2V+N6OC8/aEMQsO4NZc4vgZFeNZcs6QKejw5KpjcbUwV1cjndXy6Bj1IBmVYN6vVmwPCBkVLWoVldDqWv55SuTxoQDzwGOPEc4cB3gwHOADdsGTBoTjhxbMI0qXLmXjV9un4C7tQtKlRUYYifATocG6OkC1LNc4aLJw2VBH3QccOS53S+CIK6SJNm++bEbN24UhYeHVz+3Tv4C586d4yYlJbn89NNPz+z2lZeXxxowYEBgfn5+dkvnExISvCIiIlSzZ89+7JyjoqJEn3zySUm3bt3+VGzEXyUmJibw7Nmz+S+jr/9VBg4c6Ltx48YSNzc3qiDUSyQtLc326tWrvLVr15b93WOxcOPGDcfw8HCfls79pyw9FBQUFBTPB7naHKv6OMFDq66B3fgpMLq5oG7Ru4CDwwOCR2vQolJVCSadifcPvw+9UY8JEROgM+nAMNFwddMHWN9VDvi8gtDbYfgyMgX+cuDXbcA9AYHOEwElj0DqARLv9qWhgUWCBJAQmoAD+QdQrarCZIMEfGYOhh0fgpBJHyHLoRCn0xnQDV4DWFUBVvcAqyqYOHUoATDryoNzYNAYcOA6wJ5rD0eeI7xcvODAM4sZR65j0/8duGahw2fxH/CvV+vVKFWUgk1jQi7PQ5p0L365fQLeAncUN5RioKM7dtuWgqQxUG4lgb/iIm6wgqG36/A8b9c/li5duqivXLnSYDAY8CJr9QQHBwdxuVxTamrqS49dehKU4Hnx7N+//7nGUlE8HQaDgfjggw9eePa858WfsvQQBEEDYE2SZKtm338ClKWHgoKC4q9jMBlwq/YWrFhWrQfQGo2wHzwa7POXUZW2CYaIMLOV5/71JtKE0vpSkCDxZcaX+Pr610hsl4gObh1AJwns/nY+DjvWAoFvgs0JhDbzfbQvBdYeAU75EFjejQSNwcSAHAMOBpJQ3/eWE7AEUOgUINHK3y4TDVA5Ao1tAJUT6BonmBRO6NPDGiH+dvBwcIBPG8cmkWPDtvnLQcJqvRplijKw6CzI627jqxvf4MeCI/Cx8URRfQkGuARhn3UO6ASQJ3gFooZTKKW7wQYqaO2j4Nj78F/qtyX+qZYeCgoKipfJM1l6CILYDmAKzJlDrwKwIQjiU5Ikk57rKCkoKCgo/hHI1XLQCNpjxYD1ms/BOXkWdR+8C0Oo5JEAmarGKlSrqnGu5By+vv41RA4iqPQq7Mvdh4u5x1DroANB8wF59yC0avNzeboH0OUt4I/ioXrsDkJTWI4TzwkN2gYQBAHfxu54yykDLK0tPt63EW++ocGpg0JcOikBSPMHuDwj1CoGps2pw8hXzXE8zXTZM2ERPGw6G3JFGTZkpOLg7ZPws/HGrfpi9PfsgL3sq2AQQD6/C/wU59FAE8CKRoKvl4OlKnz2QVBQUFBQPDVPY2uWkCTZQBDEGwB+AbAAZvFDiR4KCgqK/xg6ow616lpYs1rO40ySJLJ+/hqN+z9F6bgglATXoiZvE6oza82xMar7sTGaWpjIP7KY5tXkIa8mz/wNHWDqnaC3VgON1Qi6BwzKBTJdCfwcSMLPaIMPTpJY2LEB1dYEjCAxUDgQZ0vOggCBWPIDDKy9iwmhp9F15W+YPtYa0kscXDrhbxklWGwT1CoGXn2tEaPHqUCjPT5xwZ+hueCpVd3DZ5eS8VvxWQTY+qCgrgj9fbphNzsDTJMJpRwxnNVSkACULCe4awpgovHA9Br17AOhoKCgoHhqnkb0MAmCYAIYBOALkiT1rRVzoqCgoKD4dyNXy8GgMVq18nzy2xJ8LtsCjACAHCA3BwK2oCmo38vGC4EOgeAxeDhTcgYVygokhCXAZDJh983tsG8woOfpN/HdpAqg/Fe8f5aJRSf0eOc1s+B5ReeG5SdoGN3pLmqsaDDChH7+/XD6zmloDBoMtZ2HytTOmPReX6w5OB/t+jqgptqI3bss9f1I0OjmTG2BYi0Wf1gPk8lcgJT+p/JYtcyDgqcGH59dhRMlFyC084NMfgsD/Hphq9VtcDVK1DHaACYNrA1ylHJD4KHOAkkwQTOpgNqLzz4YCgoKCoqn5mlETyrMxaVuADhNEIQ3gH90TA8FBQUFxZ9Ha9CiTlPXqpXnzr18bMjciiEFNEyPXQKbTq/AwckLLLq5tp/RZMTtutuoUlZhj3QPyhRlSAhNgN6ox/as7xFRDkw40wEzRmQBFVcxK1+EuWfzMWI4cFBEYoTCB1OzORjTMReVAgIGwoRevr1w8e5F6Ew6vOk3FzumzkH60kjIygORrktEsJMGyxc384EDwOGQYLFIfLpRDpMJcHMz10p9VixJCzh0DmrUNfjw9FKcK70Mkb0/8moLMdC/D5IdDHCS34KW4KCE4YpQzQ1U80LgocoCARoAE8AXAr4Tn31AFBQUFBRPzROLk5IkmUKSpDtJkq+R5qwHdwD0ePFDo6CgoKB4mdSoa1q38pAk1mx4AwwjiWXh70DcdTBcXQKaBA8A3K2/i2J5Ma6VX8MPOT+gnUs7lDSU4Pus7/G6jIZVJ9rgnddqAPpNdLObiTmHCtD/DRMOCYHZlQGYWNoGb4pyUS4goCdIdPXqiitlV6A36TE9dB62z1iID+KWw6/Nbaw++RmiYpT4aIUIJPnHnzJbewO0Who+XlcLgY0Jjo6AldWzr80fWdrYqFHXYNnJJThXehlB9oHIqy3E4MBYLPb0gZ/8OIyg4Qa3PUI1N6DkBsBBnWOWZHQ2wHYExPMBRos1Fv9zKJVKokOHDiKDgcok/DBz5sxxW7x4sfPDxyMiIsQvuu+UlBQHOzu7cLFYLPH39w9OTk5uKsa6e/duQUhISJCfn1+wr69vcGJioofl3IYNG+yFQqEkICAgWCQSSUaMGOFdXV1NB4AdO3bYBAUFSUQikcTf3z84KSmp1QKvQOvzf54cOnSI36NHj4Dn2aa7u3toeXn5I0aDjz/+2OmLL75wAIChQ4f6uLu7h4rFYolEIgmyFFj9O0lJSXFISEjwAh4ca0pKikNRUVFTYbURI0Z4X7169YX+grp8+TJ36NChPi+yj5b40/kj7wsf6rcXBQUFxX8IjUEDhVYBPpvf4vlr6/4PPwlK8X/1bWE/bjRg/0exd5Ikcbf+LrKrs9GobcTm65shYAvQqG9ERkUG5qaz8Xouib6DdDDY1ULQ7wd8NCIBvROMKBEAqwv8ESTwweQ2x3DXhoCeRqKjW0dcr7gOAHin/XykTZ0Jkf1NvN13Lb45l4iQV93x4XIRdLo//ozZO+pQW83CgiVySEL14PEAW9tnX5uHBc8HJxYho+IaJPaBkNbmY6iwP6b7dkTbW0sBADmCVxCpOAMdsw2stHdBkEaAaQOY9EDIEoD1HAb1L2HdunWOr7/+uvxFpqt+mej1ejCbFd59EVy7di33Rbav1+sBAHFxcfK0tLQ7paWljJCQkODhw4fXVVRUMObOnet14MCBgoiICI1er0dycrITAOzZs0ewfv165yNHjuT7+vrqDQYDvvjiC4fS0lIGn883vf32294XLlzI8ff316vVakImkz0H++rTzedF35OnYf78+Q8U1F25cuXdN998U753717BtGnTvGUymbT5+Redxv1xNB/rd99959i2bVu1j4+PHgB27dpV/CL71uv1iIqKUpeXl7Py8/NZgYGBuhfZX3OeaOmhoKCgoPjvU9VYBSa95QcH+u8nsajkW3ho2HhzzCcPZASwpKa+VnENeoMeu6S7UNVYBRpBQ0FtAdadEeDVfAP6DCehsbIGJp7F/M+TMXiQHDVc4MtrPvDyDMEcxjHctQH0NBLtnNvi5r2bIEBgbscF+HnpZFTe4eHrxAkolXug3P0tbPjCD7W1lpeRJGzt9aitZuH1oY0YOEwNBgNwdHz2xAXNXdqqVdVYeGwBrlVcR/B9wTNM2B9jAnqic9Fq0GDCHX4UAlTXANDBhA6ESQMw7QCDAghaAFj5PbHP/xK7d+92GD58eB1gfuseFRUl6tevn5+vr2/w66+/7msymZNd7N+/nx8UFCQRCoWS+Ph4H7Va/cidy8vLY/n6+gYPGTLERygUSvr16+enUCho+/fv5/fu3duSxQL79u0T9OnTx99gMGDo0KE+gYGBwUKhULJs2bI2gLk46YQJEzwjIiLEgYGBwSdOnOABwIkTJ3gRERHioKAgSUREhPjGjRtswPwmPDY21q9nz54BXbt2FRYXFzPbt28vEovFksDAwODDhw9bA8DevXsFbdu2FUskkqDY2Fi/+vr6v/SMxePxIp60XmfOnOF16NBBFBwcHBQTExNYXFzMBIDk5GTHkJCQIJFIJOnbt6+/QqGgAWbLw8SJEz06duwonDZtmkfz/tzd3Q1eXl7agoIC1qpVq1zmzp1bHhERoQEAJpOJhQsXVgHARx995Lp69eq7vr6+egBgMBh45513asLDw7V1dXU0g8FAODs7GwCAy+WS4eHhWgCQyWSs6OhooVAolERHRwvz8/MfEEMZGRmc0NDQoOb3WSgUSh43z6ioKNGMGTPcO3ToIFq5cuVTWYtau78GgwGJiYkeQqFQIhQKJR9++GEb4PF7cvny5c6hoaFBoaGhQVlZWWygdctVv379FCUlJez7ax06b94818jISNHWrVvtWtszp06d4kVERIhFIpEkNDQ0SC6X01QqFTFs2DAfoVAoCQoKkhw8eJAPmPdnnz59/Lt27Rro7e0dMmXKlKb7u3btWgcfH5+QDh06iM6fP9/kt2wZ69dff22XlZXFS0hI8BOLxRKlUklERUWJTp8+zQOA1NRUe6FQKAkMDAyeOnWqu+XzPB4vYubMme4ikUgSHh4uLikpYQBAWVkZo2/fvv4hISFBISEhQb/99puVpb9Ro0Z5d+nSJXDIkCG+ABAbG1v37bff2j3NvXtetPoDSRCE68scCAUFBQXF34NKr0KjrhGcFlyu6IW3cSDpLVx3Bd7v8A64Xn5NGQH0Rj2K5cXIqMgACRLXK67jwt0LYNKY0Bo02HmqDRyqFIgbboJOFQBMP4fOh77DKs+T4OmBnWfdoOsUhSWN+3HHFtDRgRDHYOTU5IFJZ+LdTgtwbsNYXL/gjMVDViDIPQf7q5bil998UFggAECCIEhYWRugbGAgOFyLhUvqYTQCzs7PnrhAY9CgTFEGDp2DSmUl3j32LrKrshHsEIDs+xaeMeKB6FmyFmyTCjUcX9gZqsE21IPGdgChrwOYtoBeDvglAg4dAdIEGLUAs2WL2gtjwgRPREWJnuvXhAmej+tSo9EQJSUlbJFI1PQmNycnh7t+/fqSgoKC7Dt37rCPHj1qrVKpiMmTJ/vu2rWrUCaTSQ0GA5KSkpxaarOoqIgzZcqUKplMJuXz+aakpCSnuLg4RUFBAaesrIwBAFu3bnUYP3589YULF3jl5eXM/Pz8bJlMJp0+fXqNpR2VSkW7du1abkpKSnFiYqIvAISHh2suX76cm5OTI12yZEnp/Pnzmx4eMzIyrHfs2HH74sWLsq1bt9r36tWrPjc3V5qTk5PdsWNHVXl5OWPVqlWup0+flkml0px27dqpVqxY8cyuWy2tl1arJWbNmuW1f//+wuzs7Jxx48ZVz5s3zx0A3njjDXlWVlZOXl6eVCQSqVNSUppczAoLCznnzp2Tbd68+W7zPqRSKaukpIQtkUi0eXl53I4dO6paGktBQQG3c+fOLZ5zdnY29u7du87LyyssLi7Od+PGjfZGoxEAMGXKFK/Ro0fXyGQy6YgRI2qmTp36wL5p166dRq/XE1KplAUAaWlp9oMGDZI/bp4AUFdXR79y5UresmXLnqo4Zmv3Nzk52am4uJidnZ0tlclk0okTJ9Y8aU8KBALjzZs3cyZPnnxv5syZj/052Llzp21gYKDa8j2HwzFdvXo1Ly4uTtHSntFoNMQbb7zh//nnn9/Jy8uTnjp1Ks/a2tq0Zs2aNgAgk8mk27dvv5WYmOijUqkIAJBKpbyffvrpVk5OTvaBAwfsCgoKmMXFxczVq1e7nT9/PvfMmTMymUzGfXhsb775pjwkJESVlpZ2Kzc3V2ptbd2UqKyoqIi5dOlS95MnT8qkUmn2tWvXrLZt22YLAGq1mhYdHa3My8uTRkdHK9etW+cEAJMnT/acM2dOZVZWVs6+ffsKp0yZ4mNpLzMzk3fkyJGCgwcP3gaAjh07Np4/f/6l/iJ8nF1tK0EQdgBOAjgM4CxJkpRbGwUFBcV/CJIkUdVYBQ7zUcFDKJRgvJGARf216GAlxOvREwA2G4DZAnKn7g4KawthMpmgMqiw9cZWAIAdxw5pxwXIbczHO4MB7p0IaBMOg5W7E5eKVyOsBvjmtBNOvtkLG0q+Q5GtWfCI7IQokBeCw+RgQfRCSH8cjKM/eqKd7zXM778Gv98ehjMFr+LsKfOzB0EADAYJgqDBxtaE5A1y6A3mTG3PmrhAY9CgtKEUbDobFcoKzDs6D7fktxBk74+smnyMFA/EtPCxEBV/AYHmDtR0AYxsVzjUnwfJ8wWhug3QrQB9HeA6AHAfCJAkYFSb43oYvGcb4L+AiooKBp/Pf+C5ITQ0tNHf318PAMHBwarCwkKWQCAwenh4aMPCwrQAMH78+Jr169e3AXDv4TZdXFx0ffr0aQSAsWPH1qSkpLSh0WiVw4cPr9m8ebP99OnTazIyMqz37t17u66ujl5SUsIeN26cZ1xcXP3gwYObkjCNHj26FgBiY2OVSqWSVl1dTa+rq6ONGDHCt6ioiEMQBKnX65ve7Hft2rXB2dnZCACdOnVqnDx5so9er6cNGzZM3rlzZ/WOHTv4hYWFnKioKDEA6PV6IjIyUvmsa9jSetnb2xvy8/O5PXv2FAKAyWSCk5OTHgCuXr3KXbx4sbtCoaA3NjbSu3fvXm9pa8iQIQ+4GR48eNBOLBZbs1gs0+eff15smd/TcPnyZW5CQoJvY2MjbfHixaWTJk2S79q1q/jy5cv3fv31V35KSorLsWPHBD/++GPRtWvXrH799ddCAJg6dWrtsmXLPB5ub9CgQbXfffed/apVqyr27dtnt2vXrluZmZns1uYJAKNGjar9M2tZW1tLb+n+Hj9+XDBlypQqi4ucs7Oz8cKFC9zH7clx48bVAsCkSZNqFy1a1KLoWbRokceaNWtc7e3t9Vu2bCmyHE9ISJADwMmTJ61a2jOZmZmcNm3a6Lt3764CAHt7exMAnD9/3nrmzJn3ACAiIkLj5uamu3nzJgcAYmJiGhwcHIwAEBAQoCksLGTfu3eP0alTJ4Wbm5sBAIYMGVIrk8meOlbn7NmzVs0/P2LEiNpTp05Zjx07to7JZJIjR46sB4DIyMjGY8eOCQDg3Llzgvz8/CZxpVQq6XK5nAYA/fr1q2suqlxdXQ2VlZUv1S+xVdFDkmQsQRAcAK8AGAzgE4Ig7sAsgA6TJHnn5QyRgoKCguJFodKroDaoIWALHjxhMsF24gwsdb+Ne1Ykvu6xDIS12TtCoVGguL4Y5Ypy6Ew6cJgcvHf8PRhMBvjb+ePLc/b4zXAFa2IB35xw3HY8C5BroD6+HH1uAV8dF+DHdwcg9XYabtuS0NEBf1s/FDUUw4plhQWdF6Dq/GvYlhIIBl2P1LcmoUFrh9/k72L3Dk8ABAiCBEkCNvYG1NUysX5rNbhcc+IC7iPvM/8czQVPqaIUc36bg7sNdyGy80F2bQEmho7ClLYJcCjbD6eakzASDNTYdYdH9UGA52MWPAQTMKoAu3ZAwOT7a6oC2PYA7aWEOjzI1q0lL7tLKysrk06ne8CjhM1mNz300Ol0GAwGwhwq/CgFBQXMAQMGBALAhAkTqgYOHFj/cJINy/dTp06t6d+/fwCHwyHj4uLkTCYTTk5OxqysLOm+ffsEGzZsaLNr1y77H374oaj555q3s2DBAvfu3bsrjh49WpiXl8fq2bOnyHKex+M1FZ2KjY1Vnj59Ou/HH3+0GT9+vO+sWbMq7e3tDTExMQ2Wt9jPi1bWiwgICFBfv379kdifxMRE3z179hRER0erU1JSHE6dOtX0Jt3a2trU/FpLTE/zY0KhUHPp0iVedHS0Gg8REBCgPn/+PC8uLk4RFRWlzs3NlSYkJHip1eqmexwVFaWOiopSJyYm1gYEBITCnP33iYwdO1YeHx/vN3LkSDlBEAgNDdVevnyZ29o8AYDP55taOt4ard1fkiTxcCmW1vakBRrtj23dWhkXS0xPa+MmSRIt7ZlLly5xW2rzcWNisVjN90mToHtcgekn8bj+GAwGaVkDBoMBg8FAWD6Tnp6e01zcWLCysnrgfqnVahqHw/lT9/BZeay/KUmSGpIkD5Mk+TZJku0BzIVZKH1BEMTllzJCCgoKCooXAkmSuNd4D1zGoyqBv+JjlF08is87E4j3HYC2gV0BmC08BfIC1KhqoDVqwaKzsPD3hWjQNSDIIQhf5AXgW90VrIkBel/xxe3LF0G8Mg04vRzjrgG7D3Lw07x4fFn8HW4JjNDRAS9rD5Q03AWfxcf7Xd6HqeBVfPpeMABg4cBktPe9iqMN7+Hj5PaWkYMkCbh7a1FdycL/La+DX6AefD5gY/Nsa9Jc8NxtuItZv85CaUMpxHb+kNYWYnrb8ZgaMQ7chmx430kFAJQ6DYR7zWGA7QyoigAQAEEDeB6A5H2Adl8AMW0Aptkt738BJycno9FoJCwuOK3Rtm1bTWlpKcsSG5GWlubQtWtXRUBAgD43N1eam5srtQRel5eXsyyZsLZv327fuXNnJQD4+PjonZ2d9cnJya6TJk2qvn8tw2g0Yvz48XUrV64svXnzZpN5bceOHXYAcOTIEWs+n290cHAwNjQ00D08PHQAkJqa2mrmMZlMxnJ3d9fPnTu3esyYMdUZGRm8V155pTE9Pd3aMgeFQkHLzMxkA8D06dPd09LSbP/yQj5EWFiYpra2lmFZB61WS6Snp3MAs9uel5eXXqvVEjt37rR/fEuP8t5771V8+umnrpaxG41GLF261BkA5s+fX7Fw4UKPwsLCprfzGo2GAID6+nraoUOHmgTWpUuXuG5ubjoAiIiIaPzqq6/sAHOMSPv27R+xgAUHB2tpNBoWL17sNnjw4NonzfNh0tLSbKdPn+7e0jkLrd3fV199tWHTpk1OlgQPlZWV9Nb2ZLP+7AFgy5YtdhEREY2P67c1Wtsz4eHhmsrKStapU6d4ACCXy2l6vR4xMTHK7777zh4AMjMz2eXl5aywsDBNa+1369at8eLFi/yKigq6Vqsl9u3b12L8jLW1tbG+vv4RZ+Bu3bo1Xrp0iV9eXs4wGAz44Ycf7F955ZXHWi9jYmIaLG54AHD+/PlWX0FJpVK2SCR6RFy/SP5U2giSJG8D2ABgA0EQf8OrKgoKCgqK54VSp4TOqHskYxtn7wHwk9dhzDvOYDAasLDnYoAgoDVoUVhTiAZNA9QGNVR6FVadXYUqVRX87fyxrDoEnzf8gCNtgXeO2+Cri6dAXzMAxuzfMfOaAEm/NiJtxQhsuPsdCvl6GGiAG88FZY0VsOPaYWGXheBVxWDW5LYwmQh0Cs7E+3HLka3ohYT3ZuKPWjwEPHw0uFvEwfAxSvQdoAaNBjg5PVviguaCJ78mH3OPzkW9th4SRxFu3MvC2+3eQkJIPGjaGghz/g8AiXL7PvCQ/w6CYAHaanNDDL55ICHLAIb1fcHDN8f3kKQ5pof7jOrsX0K3bt3qf/vtN+tBgwYpWruGx+ORmzZtKoqPj/c3Go0IDw9XzZs3r6qla/38/DRbt251mDZtmrevr6+2+XUjR46sWb9+PSMyMlIDmGMS3nrrLR+TyUQAwPLly5tiWezs7IwRERFipVJJ//LLL28DwIIFCyomTpzom5KS4tK1a9dW6xEeOXKEn5KS4sJgMEgej2f8/vvvb7u5uRlSU1OLRo4c6afT6QgAWLJkSWlYWJhWKpVyBw8eXNdSW5999plrampqU+xPZWVlZmv9WuBwOOTOnTsLZ82a5aVQKOhGo5GYOnVqZfv27TULFy4si4qKCnJ3d9cFBQWplErln4ps69ixo3rNmjUlo0aN8lOr1TSCIPDqq6/WA8CIESPq7927x4iNjQ00Go2EQCAwisVi9cCBAxtMJhOSkpKcZ8yY4c3hcEw8Hs+0ZcuW2wCwcePGO+PGjfNZu3ati4ODgyEtLa2opb6HDBlSu2LFCo81a9aUPmmeD3+2oKCALRAIHnHPMxgMTVaQ1u7v7Nmzq2QyGVssFgczGAxy3LhxVe+//37V4/akVqslwsLCxCaTidi5c+etP7PGFh63Z77//vvCWbNmeWk0GhqHwzGdPn1aNn/+/Htjx471FgqFEjqdjtTU1CIul9vqGxRvb2/9ggULyjp16hTk5OSkDwsLUxmNxkd+QyYkJFTPnDnT+9133zWlp6fnNP/84sWLS7t37y4kSZLo1atX/ZgxY+oeN6cvv/yyZOLEiV5CoVBiNBqJjh07Kjp37tyiZ9jx48cFAwYMqG/p3IuiVbPyv5n27duT6enpf/cwKCgoKP6xmEgTiuRFYNAZYND+eP/FyMyCY++B+L2zC/p0LcL8TnPxduc5MJgMuFV7CxXKChhMBuTX5mPtpbWo19bDkeuID1n9sFn6HTJcgS8O0fGV7Cdcm/kBSE4mRtZ3xXefn8b2xSPxYeMB3OI0wkgDnHhOqNHI4cBzwMIuC+Gk7YQpr3eAUkGHl7cSaWP7o0PgNbRdlIn8Eh9YLCTObjpU32MhLEKH9VtqYDQBnp7As2SttQgeGmjIq87DwuMLodKrILIPREbldcyOnIgxwcMAoxai64mw0lWilt8WApMCjMbbAI0BmHQAyxHQ1wPhHwE2IYBJDdC45jgeADA2mgUQ2xGwemz885+CIIir9z0ymrhx40ZReHh49XPr5C9w7tw5blJSkstPP/30zG5feXl5rAEDBgTm5+dnt3Q+ISHBKyIiQjV79uzHzjkqKkr0ySeflHTr1q3FoPznTUxMTODZs2fzX0Zf/6sMHDjQd+PGjSWW+BMLK1asaFNaWsratGnT3dY+S/HyUavVRKdOnUTp6em5zzvd+I0bNxzDw8N9Wjr330icT0FBQUHxp1BoFdCb9A8kMKBV18B+5JswCKwwuy/gQXNHYoepMJEmlNWXoVJZCQIEzt89j68yvgJJkmDRWEi06YmPc75HqTOw+0cafq14BxmJMwGrewgKXoXvhryHvfMGY6X2Z9zmNMJEAPYcO1RratHGqg0WdFkAL1oUEke0h1JBg4enBq8FbEP3oNN4d+/6+4IHoNNNsBaY0KhkwMHRiDVr5dAbAXe3Zxc8RfIikDDXG1pwfAG0Bi1E9kJkVF7DvPaTMEoyFKTJAM/c5bDSVULNdgGfJQCj5rrZmmNQAmwnQFsFiObdFzwagGABbAez5cegvO/i9r9h5QGALl26qK9cudLwomuSBAcHB3G5XFNqaupLj116EpTgefHs37//EVE9fPhw79zcXO6ePXv+kiWG4sVRUFDA+vDDD0tfdn2lp7L0EATBBeBFkmTeix/Ss0NZeigoKChax0SacFt+Gyw6C3Tafe8XvR4OccPBunodnyXHY27199jYfyPihHGoUFagsLYQdBodB2QHkHYjDTZsG9Rr6zHUuSfO3DoBPY3Enn0sXFe3xdxRBaDxCdDf+Ak3+70FWVdvvOuWjkLIQQCw5tqgXqeAK98VC7osgD+3HWYM7YDbBUw4OBlgQ7uLzI/CkFUZiU7vnQBAgMk0gkYH7ByMqK1m4Otd1fDwMsDJ6dnieBq0DbhTdwdWLCtUNFQg8ZdEmEgTfGx9cL3iOha0n4ThkqEgTSbYFH+DgIrdMNC4MLkOBKt0p1nA6OsBpj2grwW8RgK+4+8LHjrAcTb/a2w0iyN2G4A0mGN+/gcsPRQUFBQvk8dZep5YOIsgiDgA12HO2gaCINoSBHHgeQ7wCf37EQSxhSCIPS+rTwoKCor/MvWaehhJ4x+CB4DNvEVgn7+MO4tmYZXiF0S5RSFOGAe5Rm52gyMYOFtyFt9lfgdPgScatA0IthHi8N0TYBlJHP7JGrdpVpibkAk6XQDTtEtY9uXPKJXYY57ndRRCDjoJ8NjWqNM1wF3gjve6vIdgu0gsmhiJ2wVMWFmZQBqN2PTWVNDpRoz8dCssgkevp8HTR4eKUhYWf1gPT28DbGz+uuDRGrSoaqxCpbISnjaeuKe8h7cOvQUCBHxtfXG94jreuy94TKQJtHtn4F+xGyRoMHmNAavsB4BxX/DQrcyCxzEG8BkHmLQAiD8Ej0kN0DhmS9CzVkuloKCgoPhLPE214KUAogDUAQBJktcB+DxLpwRBbCUI4h5BEFkPHe9HEEQeQRAFBEEsvN/fLZIk33qW/igoKCgozBhNRlSrqsFj/lEnhvfVt7D6+jsoxo3CmoBy1GrrsKzHMjTqGlFYWwgQQG5NLjZe2QhnnjPqNHUQsPjIk8vgKyfx82EHXBI0YuKIOhDVoRBM/AVtixvQ9cKvmBJZhEJTFZgmgMXiosHQCC8bLyzsshDBTm2x6u1wXLvCAY0GuLhqMSBkN3oHH8GC7atQVOULOt0EvZ4OSbgaBblcvPGmEj36qMFmAw4Of37+WoMWDZoGGE1GECDgbeuN7HvZSNifADaDDU8bT1yvuI5FUVMxLGgQjCYjtA23EF70CQDA4PkGWHd3md3WDPUAwTCLHL4QEL9rtuKQJMC1WHg05vTVXBezdQcASCP+SMpAQUFBQfEyeBrRYyBJ8nlnV/gGQL/mBwiCoANYDyAWgATAKIIgJM+5XwoKCor/aeq15l/ntPsP4KxzF2Ez/wNounRE5lv98VX+bsQHx0PoIER+bT50Rh3uKe9hzfk14DF54LK4aNQ3ol7XgM53gB1nXfG9Ww1m9ScB2QC077gaDV6BeP/D9zChbzVu6SvA1QMEiw2FSQ0fWx/M7zIfoc7hSF0Wht8PWwEAIjqooLinwLrxb+O8LBpf/DYDBAEYjTSIQ5TIy+aiQyctps1uAEkCzs4A7Wn+gt3HInboNDpcrF1AgoSAI8CFOxcwbv84CNgCuFq74kbFDSyOnoXBgf1gIAG1phYd8j8AjdTD2KYvmLWnAUOj2XoDAHQOwLIDgpeaRQ2pvy94mGYxRBD3Bc99q5pJbxZGHKdWx0pBQUFB8fx5mj8ZWQRBjAZAJwgikCCIdQDOP0unJEmeBvBwJd0oAAX3LTs6ADsBDHyWfigoKCgo/sBgMqC6sRpcprl0Ar2kFHZjJsHo7gb5qg+w8va3YNKZmBc9D4U1hWjUNUJn1GH56eUwmAwIcgzCLfktmEgThkqB9Te8sDqgHB/HAEhPROeGd3DlzZ5I3PAp/q+9FIXaUljrACObCRWphb+dP97t/C7C27TF7nXB2JlmTpXduZsKVy9ZYfvcRLBpKry1+SuYSDpIEvDyaUTZXS7atDFi1We1MBgAF5enT1ygNWih0CrAoDHgbesNZytnVKmqwKQzcbroNCYcnABHriMceY7IrMzE0i7v4nXf7tCDBq1ehYjCNWDp5TDxxWAYG4DGYjTV2WE5mK02wUsAlg1A6syCh8Yyix+QAM/NbA0CAJPBLISsvAA6+7neWwoKCgqKx/M0omcmgGAAWgA7ADQAeOcFjMUdQPOsK3cBuBME4UAQxCYAEQRBvNfahwmCSCQIIp0giPSqqhbT+1NQUFD8TyNXy0EjaKARNBAqNexGjAeh0aLm0w9xhl2Jw7ePYkaHGVAb1KhR14BBY2D5qeWoVlWjp09PnL9rft819jrwQYEn3g69g+/DAMHv8+FxdiFK1/nBL+cGjqk3olBTAls1oGHToYYegfaBmBc9D+Ft2uLIdjG+SLYFAERGqXH1EgeTB2xHr4ADWL5vMXLLgsBgmODoqIGJZEKrJvDpxlqw2CTatAG4rZa7+wONQdMkdrxsvOBp4wkaQcOd+jtg0pn4/dbvmHRwElytXWHDsUHWvSws77YIA7yioAUdBqMOorLt4CuzQDLtQBOEATUX7gsYE8BxAXS1QNB8wNrPbPlhtzHH7pAGc/pqrqvZ4gPcFzwagOcJks6B4bGj/++gVCqJDh06iAyG/5UZPz1z5sxxW7x4sfPDxyMiIsQvuu+UlBQHOzu7cLFYLPH39w9OTk5uKta5e/duQUhISJCfn1+wr69vcGJioofl3IYNG+yFQqEkICAgWCQSSUaMGOFdXV1NB4AdO3bYBAUFSUQikcTf3z84KSmp1QKvQOvzp2gZd3f30PLycgbwxx7Jy8tjbdq0qakI7enTp3njx49/fhlSWiAlJcUhISHBCwBWrVrltHbt2r/gaPz38ETRQ5KkiiTJ/yNJsgNJku3v/7/VCrDPQEsOziRJkjUkSU4hSdKfJMmPHjPOL++Pr72TE+U2QEFBQdEcnVGHWnWt2cpDkrCd8jaY2TmQr/oAurBgLE3/BJ4CT/QP7I9yRTl4TB6SzidBVitDnDAOR28dBQDE5QJTytyQEFWC095A+L53oD67At0Wn0OxhzMMv4xEgboIDo2AkkODljBC5CDCu9Hvoq1LW1z5LRAr/88OBEEiQKhDyR0GnO2qsOy1ObheHI6PD80Hh2MEi2WEq6cRd4tZWLq6Du5e5sQFAsHj56kxaNCgbQCTxmwSO1wmF1qDtknw/Jr/K6b8PAXett7gMXmQVknx4SvL8ZpnO6hBACQJ97pLcKrYB5JggvAcCZT+YBYwpAFgOwOaCsBvEmDfCTCqAZYTwOCZLT8mDcB1A2j3rTmk0SyKeB4wMbi4DeBfkQr1ObBu3TrH119/Xf4i01W/TPR6/Qvv49q1a7kvsn3LHOLi4uS5ubnS06dP561cudK9pKSEceXKFc7cuXO9tm3bdvvWrVvZMpks28/PTwsAe/bsEaxfv975yJEj+QUFBdnZ2dnS6OhoZWlpKUOr1RJvv/2296FDh/Lz8vKkWVlZ0j59+rRakPZFzOdl8nf02RzLHsnPz2fv2rWrSfR069ZN9c0337y0tO0zZ86s2bRp079GuD5N9rb2BEHsJQgigyCITMvXCxjLXQDN1akHgLIX0A8FBQXF/xxytRx0Gh0EQcA6aS24P/0MxcxEaHv3wPby35BTnYOZUTNRoagAh8HB1mtbcbH0ImIDYnGu5By0Bi2i7wCTq7wwsksZbtkBE7YPxo0bn2FG1Dpsnz4Edpt7oESRC2clUMcjoKOZEOQowbxO8xDqHIrcC354d7oDaDTA3tEIDteEmioGPh41Dw7W1Zjw5VYwWYBOR0NEBwVuXrNGwkQFuvXSgMN9fOICi9hh0VjwsfVpEjuA2cWtpL4ETDoT+3P3Y+avMyG0F4JFZyG3Ohcf9vwQfTwioDZowaSxYa+thPetZAAECN83gaJvzBYeUg8w7QBtJeDSF/AYDJhUANseYFoDpMksgLhuAP2+OYo0mmOAeB4wMHi4AWA4gH0v+H7/U9i9e7fD8OHD6wDg0KFD/KioKFG/fv38fH19g19//XVfk8kEANi/fz8/KChIIhQKJfHx8T5qtfqRF6F5eXksX1/f4CFDhvgIhUJJv379/BQKBW3//v383r17+1uu27dvn6BPnz7+BoMBQ4cO9QkMDAwWCoWSZcuWtQHMxUknTJjgGRERIQ4MDAw+ceIEDwBOnDjBi4iIEAcFBUkiIiLEN27cYAPmN9uxsbF+PXv2DOjatauwuLiY2b59e5FYLJYEBgYGHz582BoA9u7dK2jbtq1YIpEExcbG+tXX1/+JqLM/4PF4EU9arzNnzvA6dOggCg4ODoqJiQksLi5mAkBycrJjSEhIkEgkkvTt29dfoVDQAGDo0KE+EydO9OjYsaNw2rRpHs37c3d3N3h5eWkLCgpYq1atcpk7d255RESEBgCYTCYWLlxYBQAfffSR6+rVq+/6+vrqAYDBYOCdd96pCQ8P19bV1dEMBgPh7OxsAAAul0uGh4drAUAmk7Gio6OFQqFQEh0dLczPz2c17z8jI4MTGhoa1Pw+C4VCyePmGRUVJZoxY4Z7hw4dRCtXrmz1obu5VQIAevToEXDo0CG+ZZ1nzpzpLhKJJOHh4eKSkhKGZa1Gjx7tFRkZKfLx8QnZsWOHjaWt5vugoaGBFh8f7xMSEhIUFBQk+e6772wBwGAwIDEx0UMoFEqEQqHkww8/bAO0vsfd3d1DZ8+e7SaRSIKEQqHk2rVrHACoqKigd+nSJTAoKEgyevRo7+YlZix75P/+7//c09PTrcVisWTZsmVtDh06xO/Ro0cAAFRWVtJfffVVf6FQKAkPDxdfunSJC5gtbPHx8T5RUVEiDw+P0JUrV7axtLthwwb70NDQILFYLBk9erS3xUK7du1aBx8fn5AOHTqIzp8/b225ns/nmzw8PLSWn6F/Ok/zA/k9zIkHhgKIa/b1vLkCIJAgCF+CIFgARgL4U6mxCYKIIwjiy/r65513gYKCguLfi9agRZ2mDlwGF+yfj4D/4SdQxb4K5YQxaLDl4uMLSYh0jYSPjQ9YdBZ+zv8Z+2X70cWzC8oaSnFPdQ8BNcAHd3wxOfwOtHRg09dB2HprFwaw9uPXL3uCuWMg5FWX4NYAVFsBehqJYKcQzIueixDnEJTl+GL6m2ZvFyaLRLsOWmTd4GDMqz9hRPvv8MnP85BTEQa1momur1Ti0jl7dOqiwZS3zS+Lndu0nLjA4sbGprPhY+sDDxsPcBicB+ZeUl8CBp2B3dm7Mee3OQh2CgYJErnVuVj96mr09uiARo0cTKY1rEktAnLmAaQRhMdQoOyQOQ6H1AM0rjlFtW0YIJwFGFX3i40K7gselTlNNf3+33+L4OG6Q8ewwhkAQwBchdlX/KUyYYInoqJEz/VrwoTHutFoNBqipKSELRKJdJZjOTk53PXr15cUFBRk37lzh3306FFrlUpFTJ482XfXrl2FMplMajAYkJSU1KLLRlFREWfKlClVMplMyufzTUlJSU5xcXGKgoICTllZGQMAtm7d6jB+/PjqCxcu8MrLy5n5+fnZMplMOn369BpLOyqVinbt2rXclJSU4sTERF8ACA8P11y+fDk3JydHumTJktL58+c3iYOMjAzrHTt23L548aJs69at9r169arPzc2V5uTkZHfs2FFVXl7OWLVqlevp06dlUqk0p127dqoVK1Y88xvwltZLq9USs2bN8tq/f39hdnZ2zrhx46rnzZvnDgBvvPGGPCsrKycvL08qEonUKSkpTS5mhYWFnHPnzsk2b958t3kfUqmUVVJSwpZIJNq8vDxux44dVS2NpaCggNu5c+cWzzk7Oxt79+5d5+XlFRYXF+e7ceNGe6PRCACYMmWK1+jRo2tkMpl0xIgRNVOnTn1g37Rr106j1+sJqVTKAoC0tDT7QYMGyR83TwCoq6ujX7lyJW/ZsmWVf2Vt1Wo1LTo6WpmXlyeNjo5Wrlu3rmnPlZSUsC9fvpx38ODB/HfeecdbpVIRwIP74P3333ft0aNHQ1ZWVs6ZM2fyFi1a5NHQ0EBLTk52Ki4uZmdnZ0tlMpl04sSJNU/a446OjgapVJozYcKEqtWrVzsDwMKFC92io6OVOTk50tdff72uvLyc9fAcPvzww9L27dsrc3NzpUuWLLnX/Nz8+fPdwsPDVTKZTLpixYrScePG+VrOFRQUcE6dOiW7cuVKzieffOKm1WqJjIwMzp49e+zT09Nzc3NzpTQajdy0aZNDcXExc/Xq1W7nz5/PPXPmjEwmkz3gYNyuXbvGkydP8v/KPXjZPI3oqSJJ8gBJkrdJkiy2fD1LpwRB7ABwAYCIIIi7BEG8RZKkAcAMAEcA5ADYTZJk9p9plyTJgyRJJto8S6U6CgoKiv8YlvgcZl4+7CbOhF4UiLoP5gOurvj86nrI1XKMDhkNgkbgasVVfJXxFUKcQiBgWuPGvUw4qID1ub54O+g2GpnAj9usME9+GK5kGQLfz0Zu9hLoi47Buw6o4AMGGhDcJgxzOs1GsFMwFHe9MXGUI/QGwGAABgxW4ugvVggWlWFJvznIKxNi1cEPoNEw0LFTKa5nOMHZ1YiVyXLo7ycueNg7Sq1XN4kdb1tvuAvcHxA7wIOC57vM77Dg2AK0dWkLnUmH/Np8fNz7Y/T07IxGZSms2A7gMxgIlC4A3aAAYR8FNN4CNGUATADoZidsrisgWWwWQkw+wLQ1p6g2NgJsR/MxwCyCDI0A1w2NLD4OAYgHUATACcC8F3rH/xlUVFQw+Hz+A8E8oaGhjf7+/no6nY7g4GBVYWEh68aNGxwPDw9tWFiYFgDGjx9fc/bs2RYfolxcXHR9+vRpBICxY8fWnD9/3ppGo2H48OE1mzdvtq+urqZnZGRYx8fH14vFYm1JSQl73Lhxnnv27BHY2dkZLe2MHj26FgBiY2OVSqWSVl1dTa+traW/9tpr/oGBgcHz58/3lMlkTRuqa9euDc7OzkYA6NSpU+OOHTsc58yZ43b58mWunZ2d6eTJk1aFhYWcqKgosVgsluzcudPhzp07jzyk/llaWq/MzEx2fn4+t2fPnkKxWCxJSkpyLSsrYwLA1atXuZGRkSKhUCj58ccfHbKzs5vmMGTIkAfcDA8ePGgnFoslI0eO9Pv888+LLfN7Gi5fvswVi8UST0/PkM2bN9sBwK5du4oPHz4sa9++fWNKSorL8OHDfQDg2rVrVomJibUAMHXq1NqrV69aP9zeoEGDar/77jt7ANi3b5/d2LFjax83TwAYNWrUwwmx/hRMJpMcOXJkPQBERkY2FhcXN92voUOH1tLpdISGhmo9PT21169f5wAP7oOTJ08KPvvsM1exWCyJiYkRabVaoqCggHX8+HHBlClTqpj3s604Ozsbn7THR48eLQeAqKgoVUlJCRsALl68yJ8wYUINAIwcObJeIBA89f0BgMuXL/PfeuutGgB4/fXXFXV1dYyamho6APTp06eOy+WSrq6uBnt7e/3du3cZhw8f5mdlZfHCw8ODxGKx5OzZs4Jbt26xT58+bdWpUyeFm5ubgcPhkEOGDHlg3du0aWNofl/+yTyNk+0SgiC+AvA7zMkMAAAkSe79q52SJDmqleO/APjlr7ZLQUFBQfEgFkuIQGWE/fBxIDls1CavBLw8cUtTjq3XtuJVv1fhYeOBO3V3sObcGngKPNHOuR3SbqaBbQS+ueaL+QG3cVcAHE0DFul2oUrrhi/DxuEtYSMgOwgfOXDHFjARgMS5Ld6JehvBTkEw1nli/HAnKJU06HUEho5U4Od91nBqo8HEDmvg26YI3VacgkLFg0hUjXtV9tBpaUhOqwaTRcK5DcBppmXUejX0Rj34bD4ceA6PCB0LFsFDp9GxJWMLVp5ZiY7uHSHXyHFbfhtJvZPQ1aMzlA0FEHAdwaIz4FOYDGZjAcBxNScqKGvmbMAUmON5QpYDdBpAswJY9uaU1AalOZMby9Z8LWkyH+O6Qs4S4EcAswCoAYgBdLj//5fK1q0vzc/fgpWVlUmn0z3wcpXNZjf56NDpdBgMBqK5205zCgoKmAMGDAgEgAkTJlQNHDiwnniouKvl+6lTp9b0798/gMPhkHFxcXImkwknJydjVlaWdN++fYINGza02bVrl/0PP/xQ1PxzzdtZsGCBe/fu3RVHjx4tzMvLY/Xs2VNkOc/j8UyW/8fGxipPnz6d9+OPP9qMHz/ed9asWZX29vaGmJiYhoMHD97+S4vVCq2sFxEQEKC+fv36I7E/iYmJvnv27CmIjo5Wp6SkOJw6darpwdra2trU/Nq4uDh5WlranebHhEKh5tKlS7zo6OhHtmhAQID6/PnzvLi4OEVUVJQ6NzdXmpCQ4KVWq5vucVRUlDoqKkqdmJhYGxAQEAqzzn8iY8eOlcfHx/uNHDlSThAEQkNDtZcvX+a2Nk/A7Fr1pHYZDAZpcQkEAK1WS2t+jnbffMxgMGAwGJo2RWv7rPk+IEkSe/bsKbC48TU/ThAE+fCxx8HhcEjLmJqPg/Zn8vI/REt9WsbV2r6Kj4+vWb9+fWnzz2zbts324fVojkajoXG53Cfei38CT7OabwJoC3NdHYtr24AXOCYKCgoKiudEVWMVmCQBu4TJoN8tg/yT5TAFiQCBAMtPLQeDxsAQ8RDUa+qx9NRS2LBt0N+nL77PTANBAqnXPLHa8zakTsC+ncD3zBU4Ke+PD5iLMHtmFSDbD596BoptzYIn2KUdZnR8B6FOQWBrPTAu3gn3KunQ6wj07NeIS+c5AEEiwCYds/quwxe/TcOFgi5wcWmEnQOB24VcLF1TBzdPA+zsAP79Rza1Xo0GTQO4TC587XxbtOxY0Bl1TYJnw5UNWHlmJWI8YyBXy1FUV4RP+nyCGM8uaFTegS1LABaDDa/qo+BWHDbH4rgNeFDwcJwBgwKQLAI4DgDBNsfxWAQP08ZcqwcwW30MSoDrgnKWDTYAmAqzyHkFQBiAbfjfeLvn5ORkNBqNhMU1qDXatm2rKS0tZWVlZbEBIC0tzaFr166KgIAAfW5urjQ3N1c6f/78KgAoLy9nHTt2zAoAtm/fbt+5c2clAPj4+OidnZ31ycnJrpMmTaq+fy3DaDRi/PjxdStXriy9efNmU9zBjh077ADgyJEj1nw+3+jg4GBsaGige3h46AAgNTW11cxjMpmM5e7urp87d271mDFjqjMyMnivvPJKY3p6urVlDgqFgpaZmckGgOnTp7unpaXZ/uWFfIiwsDBNbW0tw7IOWq2WSE9P5wBmtz0vLy+9Vqsldu7caf/4lh7lvffeq/j0009dLWM3Go1YunSpMwDMnz+/YuHChR6FhYVNb/U1Gg0BAPX19TRLrAwAXLp0ievm5qYDgIiIiMavvvrKDgBSU1Pt27dvr3y43+DgYC2NRsPixYvdBg8eXPukeT5MWlqa7fTp090fPu7v76/Lzs7mGY1GFBQUMDMzM62eZh327t1rZzQakZ2dzS4pKWGHh4c/ksCrR48eDcnJyc4WUXXu3DkuALz66qsNmzZtcrIkO6isrKS3tscfN4ZOnToptm7d6gCYM+o1NDTQH77GxsbGqFQqHzlu+fzXX3/tAJjjw+zs7Az29vatipN+/fo1HDp0yK60tJRhGbdMJmN169at8eLFi/yKigq6Vqsl9u3bZ9f8czKZjB0SEvLS3+P8FZ7G0hNOkmToCx/Jc4AgiDgAcQEBAX/3UCgoKCj+dtR6NRp1jfBYmgzOqbOo+2A+dNFRgL09ThWdwtFbRzEyeCQEbAHmHp0LkiQxLHAQvsn4CkYG8EGOM3bZluC8J7BzD3CJNwWpN99Df9o+7F70MxpKs+BisEGRoB4ggHCX9kjoOAvtHEXgk254Y6QjbuWb/8yERmihbqSh7C4DHJYKWyZNQkmtJ5bvXwE224SojtU4sN8HE6YoEPOKBkwWYG9vnoPBZACfzYeHwANsxuPr2+iMOtypuwMaQcNnFz/Dusvr8Ir3KyhpKMHdhrtI7pOMju4d0dhYAQcGCwwWH27aQljLPgFAA3zeBG5tgdmXjTRbfTTlgHA2YCMyJzTgOJkLkRobze5sbEezACJJwKCAieOMIpYt1gJYZ24FbwCQA9gNoCOAOS/utv+j6NatW/1vv/1mPWjQoFYf8Hg8Hrlp06ai+Ph4f6PRiPDwcNW8efNarD3h5+en2bp1q8O0adO8fX19tc2vGzlyZM369esZkZGRGgAoKipivvXWWz4mk4kAgOXLlzfFstjZ2RkjIiLESqWS/uWXX94GgAULFlRMnDjRNyUlxaVr164NrY33yJEj/JSUFBcGg0HyeDzj999/f9vNzc2QmppaNHLkSD+dTkcAwJIlS0rDwsK0UqmUO3jw4LqW2vrss89cU1NTm2J/Kisrn5goisPhkDt37iycNWuWl0KhoBuNRmLq1KmV7du31yxcuLAsKioqyN3dXRcUFKRq7YG4NTp27Khes2ZNyahRo/zUajWNIAi8+uqr9QAwYsSI+nv37jFiY2MDjUYjIRAIjGKxWD1w4MAGk8mEpKQk5xkzZnhzOBwTj8czbdmy5TYAbNy48c64ceN81q5d6+Lg4GBIS0sraqnvIUOG1K5YscJjzZo1pU+a58OfLSgoYLfk/tW7d2/l+vXrtSKRKFgkEqklEkmLMUkPExAQoI2KihLV1NQwP//882Iej/eI2WT16tVliYmJXmKxWEKSJHE/oL9g9uzZVTKZjC0Wi4MZDAY5bty4qvfff7/qafd48/aHDh3qJ5FIgqKjo5Wurq66h6+JiopSMxgMUiQSSUaPHl0dGRnZJD7WrFlTNnr0aB+hUCjhcrmmb7755rFWyMjISM2iRYtKe/XqJTSZTGAymWRKSsqdXr16NS5YsKCsU6dOQU5OTvqwsDCV0WhsepFx5coV69WrV5c/zbr+3bRqVm66gCA2A/iMJEnpyxnSs9O+fXsyPT397x4GBQUFxd8GSZK4U38HvO93w2nGfChHDkHD+3MBDw/oCRK90npBoVXgs76fYdmpZbhddxtviIfj0LWdqGYbMeSuAMy6BuwKAVIPAAbWUMy/9DUCiFw4vdUfx9yrYM3zgVJVBABo5xqF+KgZiHEUwZnphomjHXD6OBdsjgmOTkZ076XG9m8EYLEM+GDgUiwa9CEGpRzEwSuvYcTIAvywOxBRnbVI+sLsLu7grAZoBgjYAthz7Z8odoAHBc/qc6uxOWMz+vj3QUFNAUoVpfis72eIdIuEWlOHNtCDYFrBnWYE/1ycOeua11ig/FdAXwOANNfd0d4DPOMBnzEACIDrAhB0c1pqgnm/Fg+tSfAYOG2Qy7bHCpgFDg3mwnbpAE4D6A6gEEBfAF89x/tNEMRVkiTbNz9248aNovDw8Orn2M2f5ty5c9ykpCSXn3766ZndvvLy8lgDBgwIzM/PbzHeNyEhwSsiIkI1e/bsx845KipK9Mknn5R069btqR6An5WYmJjAs2fP5r+Mvv5XGThwoO/GjRtL3Nzcnrkg1NChQ30GDBhQ/+abb8qfx9j+yzzPn+/nxY0bNxzDw8N9Wjr3NJaeGADjCIK4DXNMDwFz/Zyw5zdECgoKCorniUqvAnnpIhznLIK2QwQa5kxvygjw1ZWNKJQXYl70PKRcTkF+bT7iAwfh9OUfUG1lRFADCw4VDdjcHlh9FODZ9MaC059BQNbDf1hf7HWXg+YUCmXVTQBAB7dOiO8wA+GOgfDgumNWoi1OH+fCxtYIo5FA/Ggl1n5sCzbHCLHzTSwYsAbfnx+D/ZcGYNiwW/jlF1+4uhuxPKkWSq0aLq4GCLhPL3aAP1zaCILA0lNLsS1zG/oH9kf2vWxUNFZgbexatHVpC41OBRcGAIIHyySe6QABAABJREFUD64AVmdfNwueNj2B2iuA/v7zMkMAaKsAh2jAe4xZ1PCcmwke+n0B9Ifg0bAdkcm2x1wAZwGwASwGsBfmjG29AWTA/Ie0fUuT+A/SpUsX9ZUrVxoMBgNeZK2e4ODgIC6Xa0pNTX3psUtPghI8L579+/f/Yx66/5e4d+8e02KZ+zfwNJYe75aOP2sGtxcJZemhoKD4X4YkSZTkXoZbjziATkf1tlSYxCKAz0dpfSle3fYqPAWe8LH1wc8FP+M17z4ov3Ya1+w0sNHTkJBhwrpOwPyzQDQrBkuPrkW+XoShr4VgW1QR4BwOVN4AAHR0i8bwDtPh6yhEhJUblswXIO0rPtq4GFBbTcfs9+TY8Jkt9HrAqDfh0vKO8LC/i6B3c9C2kwZ3ivkoK7PClzvuwt5ZBaGXLbza2INFf/rEVxbBQ5Ik/u/E/2F39m4MFg/G1bKrqFJVYW2/tQh1DoXBqIcTjQRh0sFT4AZu+lSg6jRg5Q9Y+QH3zAVYzUVFSYDrAYSvAWh0s0WHxjJnbQMAnrvZ1Q0A9A1oYDkgg+OIyQQBGQA7AEsApALIhdmycxqANYCPAHSGOanB8+KfaumhoKCgeJn8JUsPQRACkiQbALyUiroUFBQUFM8HZUM1nEZPBK1Biepv18Pk5wvw+dAYNFh5diUUOgX87f1xQHYA3V07Q3HlNK45aUAAGHnDLHgmpQOvCKLxxc/zkKlvi4RuXfBtVBHgKGkSPJ3dumBU1FQ4OQgRbO2Gz1dbI+0rPjy99SgpZmLqO3Ls2c6HRk3AaCQwf8DHiPTNwLC1u+HqS8CoJ1BYwMfKlFL4eLHg5+oCN+c/l+XXInhMpAnzj87HT3k/YbhkOC7cvYAadQ3WvbYOQY5BIEkSTiweaNoqeNr5gZP3uVnwMASAYxegOO1+izSz6KExgJCl5uJAXGez4CH1AEwA9w/BQ+oVqGLZ4RLHERMIAtUAfAHMB7AGQAmAPgCO3j/+EYBgAE8VTU1BQUFB8dx4nK15O8xZ2q7CHIfZPPsKCcDvBY7rL0ElMqCgoPhfx2QyApMmgXs9C7WfrIAhLBSwt4feqMfxW8fxs+xnhLYJxQHZAbRzDAMv/Rp+dTfHBQ+SAqkdgPgsYBAvGr8eGIZftAMxst1IpPW8BNgFANXm8M4Y584YGTUVLg5C+PDdsDOVh7VrbODrr8ftQiYGDVcgV8rG7UIGAAKBLnlYNnQp9l4ZjPN3+yPmlRL8sF2ExBlKDOnrBIEVC65tHjOxFrAIHoPJgNlHZuPXgl/xRsgbOHXnFORqOb6I/QIiBxHoBB22TC4Ymgp42PqDXf4bULDR7KLmOwbI3/RHoyx7c6a20JUAk2eO66FxzIVGTTqA52EWQACMegXKWLY4zmmDaQQBFYBOABIALANQA6AHzMXnIgGshFn4AGZLEAUFBQXFy6PVlNUkSQ64/68vSZJ+9/+1fP3jBA9AFSeloKCg0H78Efg/7IdiypvQ9O0FtGkDI2nCbfltbEzfCAaNgeyqbIhs/OF7pQC/uqtBMwHtSoGfgoC+BcB4VmcUHmyLdZo56CdchB8G7gX47oC8AAAQ7dwJo6Jn/D97Zx5nU/3/8ee5+70zd/Z9Z2bu3LkzZjCMXYQiS8kSI0tCtFlaSNoopSiEEtHXTiKRpNVWqbGOGWMYJmPMMGbf73Z+fxwjhNQv1ffbeT4e8+Ce5fP5nPP5zNzzOu+NcB8TvsYgdq3XMXWyBw2jbZw6qSK5dQ2BwU6+2S5lCBYEJ++PHEGNTc9T696ie++TbFgbTafOdp4e54pWpSEgQEqAdrPUCx6bw8YjWx/hsxOf8UDiA3z787eU1JQwv/t8or2iUSvVeGrdUVuLCXUPR1uZDQfGS41EPAAnlyEVH0XK1GYtAvMTkvuaxhdUhouCpwb0QRdd38Bqr+SUxo3VOj8evCh4+gADgGeBMiAZ+BLoDMwEIpC+dMOQ3NxkZGRkZP46frNOjyAIX93MNhkZGRmZvxfn59vQPfsC1be3o2LkEAgIQFQqySvPY9uJbewv2I9TdBKg9yV5XwEfNajGaBXwqYa0AGiVCw8rW2P/2IMJNXNoHryMHfe/hah1R6yQsv0meCcyqOVjRPhE4WYMIuNLLZMe9SQ4zM7ZXCUNGtrpM6Cad+e4Ue8kMLrTu7Qz7+aJlbPoOcDJ+hVmIsJF5sxWYbdDcDAof0di3XrBU2evY9SWUXx16itGNBnBtuxtlNeV8073d2jo0RC9Wo+HzgONvYJQVz80jir4YZDkphbYAwo+B8fFkiH1qakbDAWvplIdHrWrVGjUUSPtV+oBqLZXckLlyjydP5MEASfwCFLR0SmAAyleZw8wEHgRCADUSIJH//+eaRkZGRmZ38t1RY8gCDpBELwAH0EQPAVB8Lr4EwEE/WUjlJGRkZH5bY4fh/vuw9ogjLKpkyEwCLRazlWeI7somxVpK1AIClyUerrvq2R5VBUhFQpqFCLlWogthAliK4I/rGJo9QpCPb8na9RYrAoFzlopFj7Kw8SDbZ4g3CcST2MQmT+qeeoBL7y9nVRVCugNIk+9UMLUyZ6ITgCBMJ8cZgycyPa0LrjE9mDbJ4HY7QreX6JEqYQgaZg3Tb3gqbJV8eAnD7Indw9jksawOWszVbYq3un+DhEeEbhp3XDTuKFx1hGi06NWquH7oWAtBvdGUFsINRcTfWm8JcHj30kSQ2oPULtJWdkc1VJxUpULIlBqr+KE0oXn9AHMERQokFzZvJESF2iBQOAg8DgwFvABdEiC53dc6v8ElZWVQvPmzWPs9j+WSXjq1Kl+FRUVf7ws/TUIDg5ulJ+ff4V7/8qVK90nT54c8Gf2cy3q6uqEhx9+ODg8PDw+Ojo6rlGjRrHr1q1zA6nA56BBg8JCQ0PjY2NjLXFxcbGzZs3yAalI6LBhw0Kjo6PjTCaTJT4+PjYzM1MDMHv2bG+TyWQxmUyW6OjouBUrVnjcaAx9+vSJWLp06S31sJw7d673kCFDwgAmTJgQ9Pzzz/tfvv9aYzAYDE1ASk2u0+mams1mS2RkZFxKSkqYw/GrEjx/OZevmyZNmphBGuu77757qQjszp07DcOGDQu91WPp0aNHw7S0tH/bn5P/NzeK6XkIqbxAEFJcT73jQTkw/9YOS0ZGRkbmpikvR+zZAxGR4rdeQQwJAVdXSmpKOF58nK9yviKvIg+1QkXKQScL4iqJv6DgiI8TvQ2CKuDZumSarzlNx5odKAzFVD9+HxVU47z4sBFiDGNM22cI947C3y2YI5kqJqd4o9WK6PROCgvVvPnOBV5/yYOqyvqvCyeLRoxGQOTjn98k+5wLx07oWLrEQUAAeHuD0Xj9y7oaq8PKmbIzVFgrGL5pOIfPHebRZo+yNmMttfZa3un+DiFuIZJ1R6FBp1ASpFCgVGrg4CQoPwIaH3A1Qd5HUqNKI9hKwS0OIkeBxk0SPaIoFR/VeoPaiBMoclRzWqnjYUMQPwoCeuAN4DTwJpLwUQMnkaw7XQEjYED6Iv1dVSL/R3j77bd9evXqVfJH01UvXLjQf+TIkcVGo/G6leT/DAYNGlSG5JV4y7Db7YwfPz6ooKBAnZmZma7X68Xc3FzV559/brw4hoiIiIi6nJycI0qlkrNnz6rmz5/vA7B48WKv+vOUSiXZ2dlqNzc3Z3Z2tnrWrFmBBw8ePOrt7e0oKytTXC3obuX13Ko05KGhoXWZmZkZNpuNVq1axaxYscJj6NChpfX7bTYbarX6lvR9Mxw4cCAT4Pjx49q1a9d6jR49uhigffv21be6/pPdbmfMmDHnX3nllYA1a9b8YzMp/xO5UUzPHFEUGwBPXhXTkyiK4ry/cIw3jSAIPQVBeK+s7Jb+3ZKRkZH55+B0wsCBcCKb/NemIMbEgKcn1dZqMi9kUmWtYtlhKTPZiDQNC+IqaXFWQbqXE50NPGvghcrm3Lkqg5SaNeSqfHAdeyfnhfM4BRFEB74Gfx5v9xwRPg0Jcg/h1GkVU/p5Y60ViIiycvKEhkkvlrBhrYGc7F+yrz1w2zLuaPQ5C7+fiuAayvavXXhyQh1t2ylxdZVEz81ic9g4U3aGktoSBm8cTNr5NB5PfpzV6aupc9RdEjw+Bh+0Ki2uGgPBalAq1HBqBeR+JCUgCLznF8GDGnCA1hcsT0tiR+MlBRc5qkDtCRpPbEC+o4ZMhY4+hhB+FAS8gXeAdCThEwjYgVJgFtANKW7HAwjm3yl4ANatW+fdv3//UoAtW7YYmzVrFtOlS5fIq9/gb9iwwa1x48Zmi8US261bt4ZlZWWKl19+2e/8+fPq2267zdSiRQuT3W6nT58+EfXWjpdeeskP4MiRI9rWrVubYmJiLBaLJTY9Pf13vwG/3DLRp0+fiGHDhoU2adLEHBIS0uhyi8Rzzz3nHx8fH2symSzjx4+/5PXSuXPnyLi4uNioqKi4mTNn+tRvNxgMTcaNGxeUkJBg/uKLL1xXrVrlu3jx4tN6vV4ECA0NtY8YMaIkPT1de/DgQZc5c+bkKS/6egYFBdlfeeWVAoD8/Hy1v7+/rX5fZGSkzdfX15Gfn692cXFxuru7OwDc3d2dZrPZCvDdd9/pExMTzSaTydKlS5fIwsLCK5bhunXr3O66665LMdpbtmwx3n777VHXmw+QrB1PPvlkYFJSUsySJUtueT4OtVpNcnJy5fHjx7Vz58717tatW8Pbb789ql27dqby8nJFv379IuLj42NjY2Mt9RYuu93OqFGjQuqtX6+88oofwKZNm4yxsbEWk8lk6devX0RNTY1Qf03jx48PslgssSaTyXLgwAEdQEFBgbJNmzbRsbGxlpSUlPDLS7zUW6WeffbZ4NTUVFez2Wx56aWX/LZs2WLs2LFjFMC5c+eUnTt3jjSZTJbExETz3r179SBZvvr16xeRnJwcExIS0ujll1++lMJlwYIFXo0aNYo1m82WlJSU8HoL6eXr6KuvvnLt2rVr5a5du9xsNtutnoL/KX7TZCyK4tt/xUD+DOREBjIyMv86nn0Wtm6lcMJoaNMG/Pyoc1g5euEodqedF3e8iEN00PuUjvdiq2l5RuCEuxOVCAY7vFTShP7LD/JI3TvsEVoT/kgnTmuzEZUacNpx13oytv3zRPhEEuoRwbkiFc/c50XReQVtbqth3w96ho0q5/wFO99s/yURs7/7OWamTCA1pxXW4MEsXOJG1ztqGf2wFoWC35W4wOawkVuWy4WaCwzaMIisoizGtxjPssPLcIgO3rnrHYKMQfi7+KMQFBg1RgLVahROK1z4EY5MAwRo8ACc/s8vDasvphOwTJEsQNrLBY87aL2oAc7Ya9iv1NHTEMzPgkAkMA8pScE7SAkKipCEzdtAG6SU1L5IsTx/qm/WH2T4cEKTk4n5M3+GD+eGbjy1tbVCbm6uNiYmxlq/LS0tzWXOnDm5x44dS8/JydEuW7bMMz8/XzV9+vTAnTt3ZmVkZBxt2rRp9bRp0/ynTJly3s/Pz7Zjx46svXv3Zn3//feG/Px89fHjx9OzsrIyHnnkkSKAlJSUBqNHjz5/7NixjNTU1MywsLD/95PguXPn1KmpqZmbNm06/sILLwSDJAROnDihO3z48NGjR49mHDx40PDZZ5+5AqxcuTInPT396MGDBzMWLlzoX1BQoASoqalRxMfH1xw+fDjTy8vLERgYaPXy8vqV1ergwYO62NjYauV1gtsGDx5c/OWXX3qYzWbLyJEjQ/bs2aMHaNmyZbWPj48tNDS0Ud++fSNWrVp16QFo2LBhDaZPn34mKysrIy4urmbixIlXhCb07t27/MCBAy7l5eUKgNWrV3v27du3+HrzUX+eTqdz7tu379ioUaNK/r/3+beoqKhQ7Ny50y0hIaEGYP/+/a6rV68+9cMPP2RNnjw5sGPHjuVHjhw5umvXrmNTpkwJKS8vV8yaNcv3559/1qanp2dkZWVljBgxoqi6ulp46KGHGqxduzY7Kysrw26388Ybb/jW9+Pj42PPyMg4Onz48MLXXnvNH2DSpElBrVq1qjx69GhGr169SvPz83+VT/+VV17Ja9asWWVmZmbGCy+8cP7yfU8//XRQYmJidVZWVsa0adPyhg4dWp+8kRMnTuh27NiR9dNPPx2dOXNmUF1dnbB//37d+vXrvVJTUzMzMzMzFAqF+O6773rDlevozjvvrFQqlYSHh9f+8MMPhlt17/8X+Sf8LZaRkZGR+SOsWQOvvUbNvb0o798TRVAwdkHkeNFxqqxVLD+8nNzyXBqWKfk0tJbGBeBEpFgPagdMLWzE0BWHec02iZUMwjS0Byc890kZyxxWDGoXxrWbQqR3NGGeDSirUvFMihc/H1NzT78qtm1x4bYuFVialrLwTd/LBiawYPijuGiryDS8weuzvWgYYeXNt1Q4HBAScvOJC+oFT0FVASkfpfBz2c+MbzGe9w++D8D8u+YT5BZEoGsgoijiqfMkQOOCwlYK1fnw00OAE0L6wum1F2vtANoAsJdD7NPgGgE6XxAUUgyPwgBaHyoEgTOOGr5WGeirD6JMEEhGqrWzFlgBRCHV4glE8vtOREpUEIgken5HQrr/OQoKClRGo/GKYJ5GjRpVWSwWq0qlon///sW7du1y/fbbb12ys7N1ycnJZrPZbFmzZo336dOnf/WAaTab63Jzc7VDhw4NXb9+vZunp6ejpKREce7cOc2QIUNKAQwGg/hnuML16tWrVKlUkpSUVFtUVKQG2LZtm9vOnTvdLBaLJS4uzpKdna3LzMzUAcyYMcM/JibGkpSUFFtQUKBOT0/XASiVSoYNG/a7xcHEiRMDzGazxc/PLwEky86JEyeOTJ069YxCoeCuu+6K2bRpk1GlUrFz587jq1atyo6Ojq6dNGlS6IQJE4KKioqUFRUVyu7du1cCjBw5suiHH364ImmgWq2mQ4cO5WvWrHG32Wx8/fXX7gMHDiz9rfkYMmTI/1vsCNd443H5ttzcXK3ZbLYkJyeb77jjjrL+/fuXA7Rr167c39/fAfDtt9+6vfXWW4Fms9nStm3bmLq6OuHEiROar7/+2m306NGF9e5v/v7+jkOHDulCQkLqEhIS6gCGDRtWtHv37kvOtSkpKSUAycnJ1bm5uVqAH374wTh8+PAigAEDBpS5ubn9rsCiH3/80fjggw8WAfTq1auitLRUVVRUpAS44447SvV6vRgYGGj38vKynTlzRrVt2zbjkSNHDImJibFms9mye/dut5MnT2rh2uvIx8fHnpub+/f5+P0X8pf4fcrIyMjI/Mns3w/Dh+Ns0oQz44ZjCGmIU60ip+QkRdVF/HDmBz49/ikqJ+TrHUQXQ/Mz8G4yqBwwtcDMQ/9JZ63jPl5kKlE9HyIr4jNQu4CtGo1Sw+PtJhPtZyHCO4pau4YXR3lwZK+WwSPKWbvMlZi4Gh4bZ2PQvaFc/nif0u5D7m32EXtKJzNtfnOcTnh/kQ1BoSUoCDQ3WX+0XvDkVeRx/8b7KaouYkLLCbyT+g5KhZJ53eYRZAwi0BiI3WnHx+CDt84NoSpHyri2d6hktfFKhtIDUuwOSMVFa/Igagx4NgWdn1Szx1kLCi2i3p9iQaDIUcNKtRvTtD6IgsDdwCBgIfAVYAKygKbAVKS4HR2SO5vbnzLJfx5LlpD7V/fp4uLitFqtV7xcvfphVxAERFGkbdu25Zs3bz51o/Z8fX0dR44cydi4caPbggUL/NauXeu1cOHC07dg6Oh0uku+TPVuTaIoMm7cuPynnnrqwuXHbtmyxbhjxw5jampqptFodCYnJ8fU1NQoADQajbM+7sVisdTl5+drSkpKFJ6enlcIs8TExNqjR48aHA4HSqWSGTNmFMyYMaOg3o0KQK/Xi/379y/v379/ub+/v23Dhg0ed999d4VCoaBjx47VHTt2rO7WrVv5iBEjIp599tlzN3OdAwYMKJ4/f76fj4+PIyEhodrT09P5W/PxZ4hKLy8ve3Fx8aVXH+fOnVN6eHhcEsj1MT1Xn2cwGC71LYoi69evP5GYmFh3+TGiKCIIgnj1thtRP98qlUq02+2XFqlC8cdtA9fqs35cWq320k6lUondbhdEURT69etXNH/+/Lyrz7t8HdVTV1enuPx+yPw2N8re1vRGP3/lIGVkZGRkLuP8ebj7bnBzo2jGCwhBQWAwkFeWx5nSMxwvOsbbP0meySoHBFTB2O8kwSOI8MKZSMZ/cIwfHC15gKWEtnqFE0nvXRI8SoWSR9tMItY/gQbe0TgFLTOfcmPPpwYGDKngk4/0eHqJvLtAzWMjvKirk54RBEEk1O8CM+97nLPVjXhl49Mcz1azYHYZfkGu+PmB600WqKkXPDllOQz4aAAlNSWMbzme+T/NR61UM7/bfELdQgkyBmF32PFz8cPH4IVQmw8OK+wbB9W5F2vr6KBSqjGELkASPEG9IPBO0Pv/IngEJXZ9AGcFBRcctUzTeDNV54soCDyEVINnFpLgiUYSPJ2BGUhCxwCE888TPH8Xvr6+DofDIVRXV196iExLS3PJzMzUOBwO1q9f79WuXbuKDh06VKWmproeOXJEC5JL0+HDh7UALi4ujvp4kvz8fNXFLGalL7/8cl5aWprBy8vLGRAQYF2+fLkHQE1NjVCf7a1BgwZxf+b1dOvWrXz58uU+9eM5deqUOi8vT1VaWqp0d3d3GI1G54EDB3SHDh1yudb5RqPROWDAgAsjR44Mq62tFQB+/vln9YIFC7zi4+PrEhISqsaOHRtcH8dRXV0t1D84796925CTk6MGKZNbWlqaPjw83JqTk6PevXv3JRen1NRUQ3BwsNXb29vh5ubm2LZtmyvA+++/792qVavKq8fUvXv3ivT0dMOiRYt8+vXrVwxwo/m4munTp/tOnz7d91r7bkTHjh0rPvroI6/6+/DOO+/4tG7duuJ3tlE+a9Ysf6dTeu6vd/nr3Llz+bvvvutbH+9y7tw5ZePGjWvz8vI09de0bNky73bt2t2wv5YtW1YsWbLEG6T4p/Ly8l/Zp93d3R2VlZXXtFu3bNmyYunSpd4gCWNPT0/7tVwb6+natWv5li1bPPPy8lT1487KyrruK6JTp05pmzRpUnuja5C5khtZemZd/FcHNAMOIb3KSwD2Am1v7dBkZGRkZH6FzQa9e0NhIdYV/6E42AtXn0CKaoo4WXqS81UFTN81HbVDxCFIiQoWfQzdhkinP5kbxuQPsjkpNqSX4hM8Yj4kv/MUBJUB0VaFgIJRLcaTENSMSO8YFEo977zqwpYPXLmrVxVff6HFZlWyeqWCSU9Dfr7UriCAXify4t1P4+deyBsH1vLZl+48M+ECLdp54OIKnjcZ9lwveE6UnGDwxsHU2esY13Icc/fORafSMafbHMLcwvB39afOUUeAMQAPnQfUXgBrBRyfB4U7pbo63m3gzIdSw2ovqD0PnknQYLCUilpQgdMKCNTpAygQlJQ5rDyi82e32gUBqdhoDPAKcARoABwHUoCRgDtS0oIQpC9MmV9o37592fbt213vueeeCoDGjRtXPvHEEyGZmZn6Fi1aVAwePLhUqVSycOHCnAEDBjS0Wq0CwAsvvJCXkJBQN3To0AvdunWL9vPzs82ePTv3wQcfjHA6nQLA1KlTzwCsWLHi1MiRI8OnTZsWpFarxQ8//DD7osXiut6FiYmJlnqrU8+ePYvrY0ZuxL333luenp6ua968uRkkq8PKlStP9enTp+y9997zNZlMlsjIyNrExMSq67Uxe/bsvHHjxgWbTKY4rVYr6vV6xwsvvHD24nXkPProo6Hh4eGNPDw87Dqdzvncc8+dAclV8KGHHgqvt5w1bty4atKkSefPnDmjfvLJJ0POnTun1mq1opeXl23RokWnAZYuXXpqzJgx4Y8//rgiLCysbvXq1TlXj0elUtGpU6ey9evXe69bty4HpAQK15uPq8/PzMzUt2nT5ldi6mreeuutwIULF16KCzp37tzh1NRUQ0JCQqxCoSA8PLxu6dKlvysT2WuvvXZ21KhRYWaz2SKKohASElL3zTffnBg/fnxhVlaW1mw2x6lUKnHo0KGFkydPLnz33Xdz+vXrF+lwOEhMTKx+8sknC3+r/T59+jS0WCyxrVq1qgwMDLRefUxycnKNSqUSY2JiLCkpKReSkpIuraMZM2acTUlJiTCZTBa9Xu/84IMPbmjJTEpKqp0yZUpep06dTE6nE7VaLc6dO/e0yWT6Vb+5ubkqrVYrhoeHy5kMfgfCb5n8BEFYA7wiimLaxc/xSBndht364f0xmjVrJqampv7dw5CRkZH58xk1ChYtgjff5Owdrajx98YmOjh87jCl1cU888XTOKoqKdOKGOvgmyVw51AoMsCwPD+WLDpPCR4kq3/knF8ezqGdqNFrEB3SC8MhSQ/TIeoOIr1i0OncWLNEz1vjPWndvoacU0qKClUs+4/AZ58JfPCBNCRBAJVKpIP5C7ZPupMfy8bS6tG36NalgrlzBBRaI6GhNxfHY3PYyC3P5WjhUYZ+PBSAx5IfY9b3s3DRuDCn6xwiPCLwNfhSZ68jyBiEm84N7NVQeQryv4AD4wEBwh+An5cCIij0gEOy9CRMB2MDyQIk2kC0U6kPpkChoVB0MFjnR7ZCg0YQmI6UivplIBtJ2JxBqr9zL5JVx+3i9pv02rslCIKwTxTFZpdvO3ToUE5iYuKF653zV7Bnzx79G2+8EfDxxx+f2rJli3HWrFn+33zzzYlb3e/q1avds7OztVOmTDn/20fL/FE6duwY9dlnn2Vf7g4oc+t56aWX/Nzc3Jzjx4//W3+//4kcOnTIJzExMeJa+24mpsdcL3gARFE8IghC4z9pbH8qgiD0BHpGRUX93UORkZGR+fOZP18SPKNGUdutCxVuoBIUHC08QnVNOa989QK2qgqq1KB0whf/gQd6S4Knc6EbSxedx4qKHrpP+FnvwDjwDsp0qkuCp2/CEG6L7EKEVxR6vRtbN2mZ+5QHjRrXcSZXSeE5FYsWO8nJUV0SPBIiBnUFSx4aSZkzip5TpmOKsjLrtWocigBCgn6f4DlccJhhm4ahU+l4uNnDvPH9G7hp3Zh952waeDbAW++N1WElxC0EV60rOO1QnQelGXDwaamx0AFwegUgAgpQqEFQg+UZKXGBQgeiA9FZR4khhGKFhkxEhugDKRGUGAWBmRfHNQUoAPyAc0gCqB2S2PFEcm2TA2SvTZs2bWp++umn8j9anPSPMnDgQLl2xV/AXyFgZX6Nh4eH4+GHHy76u8fx38bNWHpWA1VIiWpE4H7AVRTFgbd+eH8M2dIjIyPzP8e330KXLlJa6vnzyfVWU60SyS7KprjyPG989RKZlTkYrFCqg8WbYFs0rI8Dc4WWjFl1iECKywrWinfg/2Ak531qEEXpYfTOmLu5t9FgIr1NuLt4s+c7Nc/c601AoAMEkdwcFbPn1eHlpuf++6XyQPXotE7mDHmckbctYOD737BtXzu2bTiNR1AIYeEqDDeRVLVe8Ow7u48HP3kQo9bI6KTRzNgzAw+dB2/d+RZRXlF46DywOqyEuodiUBukIqLVZ6DsOHzXD6zF4NMOyo6A7WKyI60vWEug0TTwaS2lqhYdOBw1XDAEU6HU87Wg4jGdD1YEAgWB15AqVU5FqsitR6rD8zoQjyR4fJGytP0T0qD+Uy09MjIyMn8l/19LzwPAGCRrPsBOpNIEMjIyMjJ/BTk50LcvhIbCG29Q4+dJhVhKflk+pZXnWfLNmxyuySGiHHI8oOsJOOUpCR6vOgUH36oDAZ5zm8ra6nsIHGamwLsKUZSUS9sGnbknfhARXg1xN3hxOF3JiyleGN2cKJROcrI1vDKzDF9PDwYNulLwuLiIJIXtYeRtC9iU8RAf7mjPykVn8PT3xi/g9wme73O/Z9SWUfgYfBjZZCSv7nkVb703b975JjHeMbhqXLE5bIR7hKNTXYyesZZIqakPPCYJHkME1Ob/Inh0wVCbB6Zx4NPyouBxYnXUcF4XgFWpZ4lSx6saKeAoRhB4CTiNZNGxItXf0SKlpA5DEjwBSJaff3NKahkZGZn/Jn5T9IiiWCsIwrvAVlEUj/0FY5KRkZGRqae6Gnr2hLo6WLAAMSSEc6pazpWeo6D4NFt2L+abqjRiLsAxb9Db4c4TML6bVIvnwHwnGlFgicdQppc9Q8CAFuQHn7nUfJPglgxqMoJwzwZ4ufiRnatkSn9vnA7w8HByPEvDlFcKiQjy4f77od5LSRDAYAC7tY6PnhpOSV0I9896g8lPFNG8hQqDlxEPj9++PLvTTm55LjtydjDm0zEEuwXzQOIDTN89HV8XX97s8iZmHzN6lR6H00G4Rzha1cVEUvYaqDoN6a9AWQaoXEEXAsW7pf31giekLwT3ALUbiCI1jmrO6fywqV2ZojayTi2V62gJPAWkIWVkUwA2pOKjMwEfJMEThBTnIwseGRkZmf8eftMqLwhCL+AgsO3i58aCIHxyi8clIyMjIyOKMHgwpKfD7NkQG0u1pys5pT9z9vxJfvxuHWvKvyOqCI75AAIMSIMJXQERNq2CkAqBL7w68WjJPHx63kuBaf+l5qN9G/Fg8qOEeEbgYwwgv1jBlP5eFJ9XEBhs5/gxNeOeLcAS6cH9gxRczACLUgk6HVRVwUfPTcJHe4KUOYvo3FnBiCElKA2++PtLwuhG2J12csty+SL7C0Z/OpoIjwiGNx7OK7tfwd/Fn7fueIs4vzj0aj0AYR5hvwgepx0qcyBnJZz9BFCAT8dfBI/GVxI83q0gciSoPRBFkXJHFWe13lSq3Rms9bokeHoAk5BSk76C9EawCqnY6DwkweOOlJL64q2WkZGRkfkv4mbc214AkoFvAURRPCgIQsQtHJOMjIyMDMC0abBhAzz9NNx2G2JgIEcLD3OmIIuTP23n7ZJtRJTBCW/wrQStA/7TGEQBnt0Bd54SOOIZx9CiZWhun8yFJpsvNiwQ7BnFI62fJMSjAf7GIIprFLwwyJOTx9REmawcy9Ay5ul8msa5MjhFc8nCc7HIOTU1MKr3Hro1nMeK74aSa72dTS+dxKYMIjxExW/V9KsXPFuytjBh+wTMPmYGxA1g2s5pBBmDmHXHLOJ841AqpAwIoe6hqJUXOxdFqD4L576GzDelbYE9If/i+ziVq+Te5hIJlsmg9cYpCJTaKylRe5Kv9eF+rRenBekr8AHgbuALYAFgRIrj6YSUrloDeCAJnpssMyQjIyMj8w/jZuIv7aIoyllQZGRkZP5KNm6EF1+EXr1g2DAIDia/9gJpJ/dS+tMuXi38iIAKKYanczYUusI5V3AK0PEkvLgD8tyDub94JSXN1lDefu7FhgW8jSGMbfM0YZ4NCHIPocqp5LWRHhz4TkfDKCtZR7WMGHueZk0UDB9svELwCIIU0xMXU80b/UZRVOnDcxtnsmReHqLGjeAI4yVhdD3sTjtnys7w0dGPGPf5OBr5NWKARRI8IW4hvHXnWyT4J6BUKFEKSsLcw34RPADWUriw92KmNif4tIeCrUi5dlSSKFK7QfyLoA/AJggUOKooUxs5pA+gu86HM4IKEXgSSfBsQIrZqRc8A5He+KmRXNkaIgueP0JlZaXQvHnzmD+avW3q1Kl+9cVG/yyCg4Mb5efnX/HSd+XKle6TJ08O+DP7uRZ1dXXCww8/HBweHh4fHR0d16hRo9h169a5AZSVlSkGDRoUFhoaGh8bG2uJi4uLnTVrlg9IBUmHDRsWGh0dHWcymSzx8fGxmZmZGoDZs2d7m0wmi8lkskRHR8etWLHC40Zj6NOnT8TSpUtvsmrWH2Pu3LneQ4YMCfsz2zQYDE2utX3cuHFBH3/8sREgOTk5JiIiIj4mJsbStGlT86FDh65ZVPWvZMKECUHPP/+8P1w51qvX9m233RZ14cKFm8hz+cdZvXq1+/jx44NuZR//ZG7G0nNEEIQUQCkIQjTwOPDdrR2WjIyMzL+YI0dgyBCwWOCllyAoiGqFk11HtiLu/4kXz67ABch3gwf2w0cWKUW1Q4CAClizHipd3XmoZCHp5uM4uz8htSsocdV7M6HtJCK8Igl2D6NWUDHvaTe+3WygQaSVE8e0DB1dTOPm1Tw0OPxXgkcUwdvbyUcvPo+bM4O+S9Yz4zUnPt42vIND0OtvfGn1gmdl2kqe++Y5koOT6WnqydSdUwl3D+etO98i1jcWh9OBTqUjyBh0ydoDgKMWSg5KtXgc1eASBaUHpXo7ABp3sFdC/KvgHkOtoKDQUY2oMPCxSzhPazwBEQUwVRCIAZYhiZ56wVNfg0dASlYQjpTIQOb38/bbb/v06tWrRKX6Y0m9Fy5c6D9y5Mhio9F43Ur2fwaDBg0qQ0rYd8uw2+2MHz8+qKCgQJ2ZmZmu1+vF3Nxc1eeff268OIaIiIiIupycnCNKpZKzZ8+q5s+f7wOwePFir/rzlEol2dnZajc3N2d2drZ61qxZgQcPHjzq7e3tKCsrU1wt6G7l9fzRef0zmT179tnLPy9btuxk+/btq2fOnOkzfvz40K+//vqKtNp/57gvH+vVa3vHjh23NP23zWbjvvvuK5s6dWrw1KlTC27179Q/kZt5e/IYEAfUAauRvhPG3cIx/WEEQegpCMJ7ZWWyYUpGRua/lOJiybqj08GCBRAYiN3VwN707di+380rp5ZRp5Rq76QcBrsCyrUgiNLPRx+CUaHnufJpfBbqDv0HSE/vggqNxsiE1hNp6BNDmGcDrAo1K1534aPFroSG2ziVrSHlgTKati5i3APh2O1S5IpKdZng8RJZM/sbGtrnsf7HPsR37kzzhGKMPgF4eN34QaJe8Cw9uJQp30yhTWgbekT34KUdLxHhEcHcrnOJ84vD4XRgUBsIdgu+UvA4HVB6FA4+AzV5oHIHZx3Yy6X9uiApg5v5CfBpSaWgpMBRAwoNr7tFM0HrhYCIDoHZgkA0sBBJ8LgANUgZ2+5FeiMYBDRAFjz/H9atW+fdv3//UoAtW7YYmzVrFtOlS5fIyMjIuJSUlDCHwwHAhg0b3Bo3bmy2WCyx3bp1a1hWVqZ4+eWX/c6fP6++7bbbTC1atDDZ7Xb69OkTUW/teOmll/wAjhw5om3durUpJibGYrFYYtPT03/3lF1umejTp0/EsGHDQps0aWIOCQlpdLlV5LnnnvOPj4+PNZlMlsvfmHfu3DkyLi4uNioqKm7mzJk+9dsNBkOTcePGBSUkJJi/+OIL11WrVvkuXrz4tF6vFwFCQ0PtI0aMKElPT9cePHjQZc6cOXnKi0WtgoKC7K+88koBQH5+vtrf399Wvy8yMtLm6+vryM/PV7u4uDjd3d0dAO7u7k6z2WwF+O677/SJiYlmk8lk6dKlS2RhYeEVVoR169a53XXXXQ3rP2/ZssV4++23R11vPkCykj355JOBSUlJMUuWLLkpa9GqVavcExISzLGxsZbWrVubcnNzVSBZtvr27RtRb6X64IMPPAAWLlzoVW+1GjNmTPDlbY0cOTLEYrHEtmrVynT27FlV/Xxdy3LVqVOnyp9//ll79Tx89dVXrgsWLPBq1KhRrNlstqSkpITXWyLXr1/vZrFYYmNiYiytWrUyAZw7d07ZuXPnSJPJZElMTDTv3btXD5IFp1+/fhHJyckxISEhjV5++WW/+r4nTpwYEBEREd+6dWvT8ePHL63H+rFevbbr7229YH3xxRf9o6Oj46Kjo+OmTp3qB3Ds2DFNw4YN4wYMGBAeFRUV16ZNm+jKykoBID09XduuXbvouLi42KSkpJgDBw7o6vsbMWJESIsWLUwPP/xwiEKhoHXr1hVr1651v5m5+1/jN0WPKIrVoig+K4pic6AFMEMUxdpbP7TfjyiKm0VRHOXu/q+cSxkZmf927HYpNfWZM1Ih0ogInN5eZGTsovjrT5mbtYwzRpFKDfQ4BsP3wfJEUIhgV8LMLyDpgpbFlQ8yz7cTyqF34FQ4QKFCqdIyrtVTxPjFEe7ZAIdSw9blOt57xZ2AIDu5P6vpm1JBs47neGJ4JHbblYLH6QQfHydL3j6Jue4ZKqoNbM1/nWEDClHp3fEJMt740i4KnndS32Hqzqnc3uB27oi8g5d2vkRDz4a83e1tLH4W6ux1uGpcCTQGohCu+oqqzoWjr0PxXhBUYAiHmlxpnz4Uas9C+GDEkLspFpRccNYiKtQ85BHPfI0bKtGJB/C2IOANvIUUx1NvnHobqeioCghBsvD8hqfefw3DhxOanEzMn/kzfDihN+qztrZWyM3N1cbExFjrt6WlpbnMmTMn99ixY+k5OTnaZcuWeebn56umT58euHPnzqyMjIyjTZs2rZ42bZr/lClTzvv5+dl27NiRtXfv3qzvv//ekJ+frz5+/Hh6VlZWxiOPPFIEkJKS0mD06NHnjx07lpGampoZFhZm+//er3PnzqlTU1MzN23adPyFF14IBkkInDhxQnf48OGjR48ezTh48KDhs88+cwVYuXJlTnp6+tGDBw9mLFy40L+goEAJUFNTo4iPj685fPhwppeXlyMwMNDq5eX1qzfsBw8e1MXGxlYrr1PFd/DgwcVffvmlh9lstowcOTJkz549eoCWLVtW+/j42EJDQxv17ds3YtWqVZcegIYNG9Zg+vTpZ7KysjLi4uJqJk6ceIVbU+/evcsPHDjgUl5ergBYvXq1Z9++fYuvNx/15+l0Oue+ffuOjRo1quRm7mWXLl0qDx48mHn06NGMvn37Fk+dOjUAYNKkSYFubm6OrKysjKysrIzu3btX5OTkqF988cXgb7/9NisjIyP9wIEDLsuXL/eov5dNmzatzsjIONqmTZuKSZMm3dBNa8OGDe5ms7nm6nnw9fW1r1+/3is1NTUzMzMzQ6FQiO+++6732bNnVY8++mjEhg0bso8dO5bx8ccfZwM8/fTTQYmJidVZWVkZ06ZNyxs6dGiD+j5OnDih27FjR9ZPP/10dObMmUF1dXXCrl27DBs3bvRKS0vL2LJly4lDhw65XD22q9f25ft27dplWLVqlfe+ffuOpqamHl22bJlv/XyfPn1a9/jjj58/ceJEuru7u2PZsmWeACNGjAhfsGDB6fT09KNvvPHGmTFjxlxyLczOztbt2bMna9GiRWcAmjVrVrVr165/pbfub9r3BEFYBYwGHMA+wF0QhDdFUXzjVg9ORkZG5l/FhAnwzTfw6quQlITo70/O8Z849/lH/OfAEvZFScWkO+TAu5+AabwAiIhAnwx4+ICKL+o6Mdb4FMrhSThUNaBQAQoeaTGO+MDGRHhHgUrHns80vDHOE29fOwVnVfTsU0m7rhd4YngUdrskNi4XPAH+Tt6fm0N43dsEan5i8rbFPPOMBoQaAsJ9b5i4wO60k1uay+y9s5n741y6RXWjRVALpu6cSrRXNPO6zSPKK4oaWw0eOg/8XPwQrk79VlsEJxbD6TXSZ49mUPKD9H+NvyR+fDtgjx7NBUFFjdNKpULNII8Ejig0KEQnIaLIawolVuBV4BBSkgJXYC5SoVEVUorqAP4ZRUf/mykoKFAZjcYrgnkaNWpUZbFYrAD9+/cv3rVrl6tOp3NmZ2frkpOTzQA2m01ISkqqvLo9s9lcl5ubqx06dGhoz549y3r37l1eUlKiOHfunGbIkCGlAAaDQUQK7vp/0atXr1KlUklSUlJtUVGRGmDbtm1uO3fudLNYLBaA6upqRWZmpq5bt26VM2bM8P/00089Ll63Oj09XRcQEFClVCoZNmzYTYmDy5k4cWLApk2bvIqLi1Xnz58/HBkZaTtx4sSRzZs3G7/66iu3u+66K2bZsmXZd999d8XOnTuP79ixw7B9+3a3SZMmhaampro8++yz5yoqKpTdu3evBBg5cmRRv379Gl7eh1qtpkOHDuVr1qxxf+CBB0q+/vpr93nz5p3Ztm2b8UbzMWTIkN91PadOndLcc889IYWFhWqr1aoIDQ2tA9i5c6fbmjVrTtYf5+vr6/j888+NLVu2rAgKCrID3HfffcU7duxwHTx4cKlCoWDEiBHFAMOHDy+69957o67V35AhQxrqdDpnSEhI3bvvvnsa4PJ52LZtm/HIkSOGxMTEWIDa2lqFn5+f/dtvv3VJTk6uqLeU+fv7OwB+/PFH40cffXQCoFevXhWjRo1SFRUVKQHuuOOOUr1eL+r1eruXl5ftzJkzqm+++cb1rrvuKq13H7vjjjtKf8/9+vbbb13vuuuuUjc3NydA9+7dS7755htjv379SoODg+tat25dA9CkSZPqnJwcbVlZmeLAgQOu/fr1i6xvw2q1XvoDeu+9917hXhoQEGAvKCjQ/J4x/a9wM06NFlEUywVBGARsBSYiiR9Z9MjIyMj8Wbz/Prz9thTL07s3BASQf+owBZ+tZ8POd9icJKJyQJMCWP0htB6jolplx2CF4Ap471MFR6zx9HFZhOLB9jj0FyTBIzp5IPlRkkJaEeEVhUKt59CPKl54wAsXVydFhSru7FHFHXcXM254OI5rCJ7AQCeLZ+fgX7EIs2YOq34Yxt2ju6MQS/EPC0atvf5XSb3geW3Pa7y3/z3uibmHRP9Epu2ahtnHzPy75tPQsyFVtiq89d74GHx+LXjsNZC7Ho7OkD57NP1F8KjcwVYIRjN1jV6kUKlFFO3kKLWkeDSiSFAiAgmigxcVaoqQavAcRyo6GowkeIxIbmyR/G+mpF6yhNy/uk8XFxen1Wq9QjtePbeCICCKIm3bti3fvHnzqRu15+vr6zhy5EjGxo0b3RYsWOC3du1ar4ULF56+BUNHp9NdEk6iKF76d9y4cflPPfXUhcuP3bJli3HHjh3G1NTUTKPR6ExOTo6pqalRAGg0Gmf9A6fFYqnLz8/XlJSUKDw9Pa+w9iQmJtYePXrU4HA4UCqVzJgxo2DGjBkFlwfv6/V6sX///uX9+/cv9/f3t23YsMHj7rvvrlAoFHTs2LG6Y8eO1d26dSsfMWJExLPPPnvuZq5zwIABxfPnz/fz8fFxJCQkVHt6ejp/az5+byzIo48+GjZ27NiCQYMGlW3ZssU4derUoPr7efV6qL/XN8Ov/k5cpD6m5/Jtl8+DKIpCv379iubPn593+TErV650v1ab1xqTIAgigFarvbRTqVRiv+gTfL2x3Qw3ugcajeby/sSamhqFw+HAaDTaMzMzM651jqur6xXzVVNTI+h0un9dPA/c3IsstSAIauAeYJMoijb+hLcoMjIyMjIX+e47ePhhaNUKnnwSfH0pPnOcs1vXsuPj2bybJKK2g6kIPl4FvYdpOeVqR2OXkhesXS9QXhdMJ9dPsA26B4dHNghKcNrpmziSdg06EuEViUbryolMJc/090YQoKxUSYcu1fTsW8b44SGXBI9S+YvgCQpysnj2KdyKltFY8xof7RtIeK9X8PGoxDfIHb3b9d3a6gXPSztf4r3973Gf5T4S/BJ4edfLxPrEsrDHQknwWKvwNfji6+L764cFpwPOfQsHJ4FoB5cGUHro4k6NFNOj8aG6yUzOqo0IooNvVS5090ykXFBgEwRuc1qZrlCTD0wF6qOFGwGLkOJ5dEAM4Mv/nuD5u/D19XU4HA6hurr60i1NS0tzyczM1DgcDtavX+/Vrl27ig4dOlSlpqa6HjlyRAtQUVGhOHz4sBbAxcXFUR9Pkp+fr7qYxaz05ZdfzktLSzN4eXk5AwICrJe5QAn1GbEaNGgQ92deT7du3cqXL1/uUz+eU6dOqfPy8lSlpaVKd3d3h9FodB44cEB3LXcmkMTCgAEDLowcOTKstrZWAPj555/VCxYs8IqPj69LSEioGjt2bHB9fEl1dbVQ/wC8e/duQ05OjhqkTG5paWn68PBwa05Ojnr37t2G+j5SU1MNwcHBVm9vb4ebm5tj27ZtrgDvv/++d6tWrX5lPevevXtFenq6YdGiRT79+vUrBrjRfFzN9OnTfadPn+57o/tWUVGhrHc5/OCDD7zrt3fo0KH8zTffvBQHU1hYqGzfvn3V3r17jfn5+Sq73c6HH37o1aFDh0oAp9NJfezOBx984J2cnFxxo36vR9euXcu3bNnimZeXpwIpZicrK0vTsWPHqr179xrrs+KdO3dOCdCyZcuKpUuXeoMkcD09Pe3XclGs5/bbb6/89NNPPSorK4WSkhLFF1984XGt4y5f21efv3XrVo+KigpFeXm5YuvWrZ4dO3a87rV6eXk5Q0JCrPUxVk6nk++///66KWWOHTumi4uLq7ne/v9lbkb0LARykL4XdgqCEI6UzEBGRkZG5v/LmTOSZcfPD958E7y9qbqQT+6nq8lc9iaTO4lo7JI157MV8MAgAz/41YEAVhXM3wohpR608/yCsp6P4Az6CQQFiA46xw3mrpiuhHs2QKdzI++sgol9vKmqEqiuUtD6tmp631fG2BEBl1zaLhc8ISFOFs8+iTp/La1cX2LrkT5E9H6dAH8H7u4ibr7Xf9axO+2cLj3N5K8n859D/2FIwhCivKN4effLxPnGsajnIsLcw6iyVeHv6o+3wfvaDZUcgdTHwFYKag+oKUDytgbUBkRBQXnjGZzTB6IVHSzWejHU3YIGkWpBwb32GiYqNGQCLwJnkN7adUKK4RGQ3NtigVuaw/dfSvv27cu2b99+KX6gcePGlU888USIyWSKCwsLqxs8eHBpUFCQfeHChTkDBgxoaDKZLElJSea0tDQdwNChQy9069YtukWLFqacnBx127ZtY8xms2X48OENpk6degZgxYoVp+bPn+9nMpkszZo1M+fm5qry8/NVoiheV78mJiZa/P39E/z9/RNGjBgRcjPXcu+995b369evuHnz5maTyWTp3bt3ZGlpqbJPnz5ldrtdMJlMlsmTJwclJiZWXa+N2bNn5/n4+NhNJlNcdHR0XM+ePSP9/f3tF68jp7i4WBUeHt4oLi4utl27dqbnnnvuDEiugt27d4+Kjo6OM5vNcSqVikmTJp23Wq3Ck08+GdKgQYM4s9lsWb9+vee8efNyAZYuXXpq4sSJISaTyXL48GH9a6+9dvbq8ahUKjp16lS2Y8cO9/vuu68MpAQK15uPq8nMzNR7e3s7rt5ut9sFrVbrBHj22WfPDhw4MDIpKSnG29v7krvjq6++ml9aWqqMjo6Oi4mJsWzdutUYHh5ue/755/Nuu+02U2xsbFxCQkL1/fffXwqg1+ud6enp+ri4uNidO3caX3311fybmberSUpKqp0yZUpep06dTCaTyXL77bebcnNz1UFBQfa5c+fm9O7dOyomJsbSu3fvhgAzZsw4u3//foPJZLI8++yzwR988MENLZJt27at7t27d3F8fHxcjx49IpOTk38lNuHKtX31+SkpKUVNmzaNTUpKih08eHBhmzZtbihSVq9efXLp0qU+MTExlujo6LiPPvrI43rH7ty503jPPff8KzN+Cb/HlHjpJEFQiaL4x5Lu/wU0a9ZMTE1N/buHISMjI3NjamuhTRvIzIQPPwSzmTpbLdmbPqDg3Zl0vV9EEMGrBnYtgcm9jXwYVoHGAVYlDDsAb33rSlvvL0iP/Q80fxfpMV6keUxfRje+nzCPBri7+HChTGB8V29OZKpxOASSW9cw4IFSnhrjf9HCI6JUCpcET3iYk3dmnsSavYmeIU/ydVZP/LrPR69TYNRX4BMSjEJ3bSuP3WknpySHp798mo2ZGxnVdBTeBm9m7JlBgn8Ci3ouwt/FnyprFUHGINx0bte+P5V58P1gKPwGUIHaKBUdBdD6I1ovUN5oGsWBd6IWRSYbAlluCMJLdFAsKHnIVsndKhcOCgKvAxVIcuk+pBSkVYAXkoXHcK3+/4sQBGGfKIrNLt926NChnMTExAvXO+evYM+ePfo33ngj4OOPPz61ZcsW46xZs/y/+eabW5qaF6R6JNnZ2dopU6acv9V9/Zvp2LFj1GeffZZ9uTsgwIMPPhgaHR1dO2nSpMK/a2wyvyY3N1fVv3//ht9//33Wbx/938mhQ4d8EhMTI66172YSGXgj1Whri/SCbDeSh0DRnzhGGRkZmX8XogjDh8P+/fDOO9CgAY7aGnI3r8D55hv0Hi4dZrDC9uUwo7s7H4aVEXtB4Ki3iOkCTP3Jg7ujl5Gu/+qi4AEQMTW4i5EJAwhxD8fd4E1ZHbw40JOsDDWiCE2a19J/yPUFT4MIJ/NnZFOWsY3+kU+y51RXQu+ei6CUBI9viC/CdQSPw+kgpySHsdvGsvXEVsYmj0Wn1vHa7tdoEtCE93u9j5fBiypbFcFuwRi113GPs5ZD2gsXBQ+g85Oys4GUmrr2LOVRYygNuAMbCoYaw9ml9cTH6aBIUPCstZxWaiN7BIHZSDUXHEiF5lKQ3BUCgSgk1zaZW0ObNm1qfvrpp/I/Wpz0jzJw4MB/5Zvsv5prCdj27dtH22w24fXXX/+VZUnm7+XkyZOaWbNm/eXxff8UbiaRwRpgJ9Dn4udBwFqg860alIyMjMz/PG+8AatXw9ix0Lo1os1Gwadr0b/6Gh1GQrUaNHbYthL+08GDxVGl9DihZEukA7UT3t/hzdhGr7OzoAh6TLnUbFBoB8Y3HUKwexieLr5UiQJvjPDgx906BEGkUWMr/QaXMPGRABwOySqkVEpeQA4HREU6ePu1U+Tt+4ZhlrGknulE0N0LcIga3PTl+AZ5I2i9rnlJDqeD7OJsHtn6CF+e+pKnWz8NwOt7XicpKIklvZbgpnWjxlZDmHsYBvV17CsOKxx/B069L33Wh/6SmlrrD7VnqQjsTkXDByhQaBnk1pCflXq8nA4qBIFZ1hKiNJ58JQgs4JIzHNOQvrgqkFJSRyJlb5O5tYwbN64IoEePHhU9evT4Q3EYMv897Ny58/jfPQaZa3PbbbdV//ZR/7vcjOjxEkVx2mWfXxYE4Z5bNB4ZGRmZ/30++wyeeQbuvBPuvx9sNgq3bcR12nTaDYd8V1A6YfNq2N7Mi1mWYnqdUHLA1wECvLLPi6WNnmXjjwEwqMelZj0CWjC52ShC3CPwNQZSLQgsftrI9k0GBEHEHCcJnufG/1rwOJ1ginbw5rSTZO76jkebjSG9sB3+PRdSZ9Pi4VqJd4A7gt5HCvq5CofTwYniE4zaPIqdp3fyXLvnqLZXM+v7WbQIbsH7vd7HReNCnb2OMPcw9OrrxNmKTsjbLFl5ALQBvwgelRti3XlqPZpQGfcM+9TuDDM2wI4Cg+jELsCCumK8td5sEQSWILknaIBZQGOgEqn+TgNu7gtQRkZGRuZ/g5tJZPCNIAgDBEFQXPzpD3x6qwf2RxAEoacgCO+VlclWbRkZmX8ox47BwIEQFQVTpoDVStkn6/F4/hX63AdpF3MZrV8H6WZvXkwspuNpFdHnHOS6Q/MiPWfDH2f5d8kw8B4QRECB3jeR55qPIcQjHH+3IGoEBR/NdGHlQiOCQiQy2ka/oSW89LT/JcFTX1vH6QRzjIOZL2Zz8KtUHm46guzSFnjftZg6ux53YzXefi4Iev/rCp5jF44xbNMwdp3exSsdX6HCVsGs72fROqQ1H9z9AQa1AZvDRpjHjQSPCMUH4KeHwWkFlRvUFUi7UCM6a7EZQihPfJX1hmD6uUWhFUUcgoAeJ4tqLuCm9WK9ILAIcALuwPtAIlIMT+TFH1nwyMjIyPy7uBnR8xCwCrBe/FkDTBAEoUIQhH9UFjdRFDeLojjK3d39tw+WkZGR+aspK4NevSThMHMm2O1Ub9mIceprjOwFX10sHfifjVAc4sUTzYtIOq/i1W123mwFWodAZ+1olmzrji3lDlDaQFCh8mjI5KTHiPBqQJB7CDUKJd+u0PH2NDcEQSQ8wkb/YSW8Mqle8DhRKKRaEg4HxJodzHj2BN9tTePJNkPJq26MsctSqutc8DDW4OOrRjAESFnhrsLhdJBRmMGQj4fwY96PvNHlDc5Vn2P2D7NpG9aWpXcvRaPS4BSdhHuEo1PdIIKm+iz88ADUFUoptx1SEiwREFU6nEo9ZQmvMd0zkcddIwhz1HJBoSbYaWNxbSFOvS+rBAUrLjYXAvwHCAOqkTK0RSAXHZWRkZH5N/KbL7tEUbx+EQYZGRkZmZvD6YQBAyA7G+bPB40G66aP0c+ewwsdYFlj6bB5W0Fn9GRoy2Kiy5RsWGEn+SEQFdBbvIP/fDqI8n53gqYaFBoEgx9PNHsSs18kwR5h1ChUHPpcw9THPBGAoFA7fQeXMuM5v8sEj3BJ8MTH2Xnp6ZN8sTGL13sOotAah+72ZVTWGvF0r8XLS4FgCAaF8leX5HA6OHL+CIM3DubohaPM6TqHzAuZzP9pPreF38biXosREECEMPcw1Er19e+PtUKy8JSlSZ8FFThrEQGHxgelvZxzia8zKrgbW7SeJNgqOKw20tRew4y6Is7rA/mPoGD7xeYaAbORCpDWAQnINXhkZGRk/s3c1AsvQRA8BUFIFgShff3PrR6YjIyMzP8UkybBtm3wxBMQFoZj4wY0s+ewuAlM6yAd8vKX0FD0ZGS7EvxqlXy5xMFTd0oxPmGCP4e3vcjZO/qBoQiUGtAaGdXsaZoERhHiEY5VqeHkjyqeut8LpxP8A+30H1zCWy/7XhI8gkIAJMGT0MjOc0/ksHXtKWb07E85USjbr6Cy1h1P9zq8PEUElxBQ/Pr9mMPp4FDBIQZ+NJBjRceYf9d8MgozmP/TfG5vcDtLei0BQCkoCfP4DcHjqIP0l+HsJ9JnpQs4awGwa/1QWS+Qa36SblEj+FTjQTNrGYfVRjrZKplVV0iuPpB3FMpLgqcD8A7SF5yIFMvjhyx4/g4qKyuF5s2bx/zR7G1Tp071qy82+mcRHBzcKD8//4pFvXLlSvfJkycH/Jn9XIu6ujrh4YcfDg4PD4+Pjo6Oa9SoUey6devcAMrKyhSDBg0KCw0NjY+NjbXExcXFzpo1ywekgqTDhg0LjY6OjjOZTJb4+PjY+iKas2fP9jaZTBaTyWSJjo6OW7FihceNxtCnT5+I+iKfMr+NwWBoApCTk6Pu2rVrQ4DvvvtOv3bt2ktuRX/F+pkwYULQ888/7w8watSokE8++UQ2SvxObiZl9QhgLJKnwEGgJfA9cPstHZmMjIzM/worV0rZ2u6+G9q3x7lqFcoVK/g0Ch7qJR0yYQ+0L3On350l6EQFXy9xsDUa1jSSHtZ9Dk9jf+OHweOUJHgUGgY2n0KHYDOhHhHYVVoKs5Q8fq83VquAt6+DvoNKmPOaL87LBI+AZHRKTLDz1JgcNi7PZfHge6lRhCO2WE1lrSdeHjY8PewILuGg+LVYcTgd7M/fz8CPBpJXkcd7Pd7ju9zveG//e3Rp2IWFPRbicDpQK9WEuIWgvIaV6BJOO+SsgqNvSJ+VLoiOKgTApvFGXXeekw0eoF2j5ylRqEiylZGq8eA+axmPWks4agjhHYWSAxeb6wc8hZShTY0Uy3OdKkAyfwFvv/22T69evUpUqj8WRbVw4UL/kSNHFhuNRuefPLQrGDRoUBlwSwOC7XY748ePDyooKFBnZmam6/V6MTc3V/X5558bL44hIiIioi4nJ+eIUqnk7Nmzqvnz5/sALF682Kv+PKVSSXZ2ttrNzc2ZnZ2tnjVrVuDBgwePent7O8rKyhRXC7pbeT1/dF7/KDabDbX6Bi9QbiERERG2bdu2nQRITU01pKamutQXdP0r1s/lPPnkk+cfeOCB8F69esnZEH8HN/P2ZCzQHPhZFMWOQBNALjYlIyMjczP89BOMHAkJCTB8OOLixShWrOCnILh3AIgCDN0PQ372YMjtZVjVAl8udVKqg9G9JNtERPmd7Nd/CIEHQKUBEbokP89dwWZCPCJAraciX8Ho7t5UlCtw93DQJ6WUBbMuCh7BiSDUCx6BJok2xo74mQ+XF7Bw0N04NIHYktdQUeeNl6cdL49aBJdQSVxdhd1pZ++ZvfT7sB8FlQW83+t9dp3exXv736NbVDcW9VyEzWFDq9L+tuARnXB+N6Q+Jn1W6OCi4HEoXVFbi8gO6Eqj5PewI2CyV5Gq8eDRuiIesRZzwBDCmwrVJcHzKPA00pOHHkhCFjx/N+vWrfPu379/KcCWLVuMzZo1i+nSpUtkZGRkXEpKSpjDISUU37Bhg1vjxo3NFosltlu3bg3LysoUL7/8st/58+fVt912m6lFixYmu91Onz59IuqtHS+99JIfwJEjR7StW7c2xcTEWCwWS2x6err2945z7ty53kOGDAkDyRIybNiw0CZNmphDQkIaXW4Vee655/zj4+NjTSaTZfz48UH12zt37hwZFxcXGxUVFTdz5kyf+u0Gg6HJuHHjghISEsxffPGF66pVq3wXL158Wq/XiwChoaH2ESNGlKSnp2sPHjzoMmfOnDylUvqdCQoKsr/yyisFAPn5+Wp/f39b/b7IyEibr6+vIz8/X+3i4uJ0d3d3ALi7uzvNZrMVJGtEYmKi2WQyWbp06RJZWFh4xS/junXr3O66666G9Z+3bNlivP3226OuNx8gWcmefPLJwKSkpJglS5Zc11p0uVUCIDo6Ou7YsWOaY8eOaRo2bBg3YMCA8KioqLg2bdpEV1ZWCgDJyckxw4cPD23SpIk5Ojo67ptvvjHUtzVw4MDwNm3aRN97770Nzp49q7rzzjsj4+PjY+Pj42O3b9/uApKlrG/fvhH1Vq8PPvjAA2DhwoVe9VawMWPGBF8+N4899lhwTEyMJTEx0Zybm6sCyMzM1DRu3NgcHx8fO3bs2EtzfOzYMU10dHRcbW2t8OqrrwZt3rzZ02w2WxYtWuR5+frJysrStGrVymQymSytWrUyHT9+XPNH19XEiRMDIiIi4lu3bm06fvz4pXVtMpmspaWlqtOnT8s5WX4HNyN6akVRrAUQBEErimImUgFrGRkZGZkbce4c9O4Nrq6Se9vcuQgff8wJbwWdh4BVBXcfhclpRlI6l1LoKrDtPyKBldBjlAEEBRrRwKnT7hD1hWR1cdholvwCg0LiCfNsgELrQnWpwMN3eVF4TonR6KTP/SUsmuuN0ykgCE4E6guPCjRpbGPU4NOsWnqBDx7ogULvTU3SWsqtfnh7O/ByqwZDKCh/nXDA5rCx++fd9F/fn+KaYj645wO+yP6C9w+8T09TTxb2WEidow5XjSvBbsE3FjwA5dnw/RBw1EhJEi7G8DgFNQpnDT97NiGu/UZCnXV4OK0cURl5sbaQ/tYyfrooeDKRvsimAsOAEqSMbU2B61QB+lcyfDihycnE/Jk/w4cTeqM+a2trhdzcXG1MTIy1fltaWprLnDlzco8dO5aek5OjXbZsmWd+fr5q+vTpgTt37szKyMg42rRp0+pp06b5T5ky5byfn59tx44dWXv37s36/vvvDfn5+erjx4+nZ2VlZTzyyCNFACkpKQ1Gjx59/tixYxmpqamZYWFhtv/v/Tp37pw6NTU1c9OmTcdfeOGFYJCEwIkTJ3SHDx8+evTo0YyDBw8aPvvsM1eAlStX5qSnpx89ePBgxsKFC/0LCgqUADU1NYr4+Piaw4cPZ3p5eTkCAwOtXl5ev7JaHTx4UBcbG1tdL2quZvDgwcVffvmlh9lstowcOTJkz549eoCWLVtW+/j42EJDQxv17ds3YtWqVZdcroYNG9Zg+vTpZ7KysjLi4uJqJk6cGHR5m7179y4/cOCAS3l5uQJg9erVnn379i2+3nzUn6fT6Zz79u07NmrUqJI/cm9Pnz6te/zxx8+fOHEi3d3d3bFs2bJLD//V1dWKAwcOZM6dO/fnUaNGNajffvjwYcPnn39+YvPmzaceeuih0AkTJpw7cuTI0Y0bN2aPHj06AmDSpEmBbm5ujqysrIysrKyM7t27V+Tk5KhffPHF4G+//TYrIyMj/cCBAy7Lly/3qJ+bVq1aVR47diyjVatWlW+//bYvwMMPPxw2YsSIwiNHjhwNCAj41VrS6XTiM888c7Znz54lmZmZGSNHjrziPowePTosJSWlKCsrK+O+++4rGjNmzKXfk9+zrnbt2mXYuHGjV1paWsaWLVtOHDp0yOXyfho1alT99ddfu/6ROfi3cjMK8YwgCB7Ax8AXgiCUAHKVXRkZGZkbYbVK7myFhfDmmzB3LvzwA+fdlXQY6qBcC+1yYPYeV+7rWsEJb/hsuUjTcwIdJgeRr8hDBBQ5rSB+nZTNzGkjqsXzjAlpRLhXOGqdEWstTLjbi5xsNXqDk94pJSyd73NJ8IAAFwVPUhMb9/c9w8olZXwyrhtaFzfKG6+jwhqIj7cTT9cq0AeD6tdyoc5ex+fZnzN803AcooPlvZfz0dGPWH54Ob3NvZl952yqbdW469zxd/FHuEZq6ysbLIIfhv1Sg0eU4m8AUKg5r/UmqeN2kpy1nFZouaDU8lbNORIdVexwCWO+Qk0BUg2et4BkJBeEACAeOSX1P4GCggKV0Wi8IpinUaNGVRaLxQrQv3//4l27drnqdDpndna2Ljk52Qxgs9mEpKSkyqvbM5vNdbm5udqhQ4eG9uzZs6x3797lJSUlinPnzmmGDBlSCmAwGEQuW0p/lF69epUqlUqSkpJqi4qK1ADbtm1z27lzp5vFYrGA9ICemZmp69atW+WMGTP8P/30U4+L161OT0/XBQQEVCmVSoYNG/a7xcHEiRMDNm3a5FVcXKw6f/784cjISNuJEyeObN682fjVV1+53XXXXTHLli3Lvvvuuyt27tx5fMeOHYbt27e7TZo0KTQ1NdXl2WefPVdRUaHs3r17JcDIkSOL+vXr1/DyPtRqNR06dChfs2aN+wMPPFDy9ddfu8+bN+/Mtm3bjDeajyFDhvwhsVNPcHBwXevWrWsAmjRpUp2Tk3PJgpGSklIM0K1bt8rKykrFhQsXlABdu3YtdXV1FQH27Nnjdvz48Ut57ysrK5UlJSWKnTt3uq1Zs+Zk/XZfX1/H559/bmzZsmVFUFCQHeC+++4r3rFjh+vgwYNL1Wq1OGDAgDKApKSkqi+//NINYP/+/a6fffZZNsBDDz1UNG3atJDfc30HDhxwqT9/zJgxxS+99NKl83/PuqqoqFDcddddpfWunXfccUfp5f34+vra8/Ly5PrKv4Obyd7W++J/XxQE4Rukl2jbbumoZGRkZP7beegh2LsXnn0W3nsPDh+m3FXD7SlW8oyQUADLPzcwvEsl+4Lgo7XQ/oyS0ZMbsUd5EL3gQm2VC86IrwAFiA78mz/Fk8FJhPs0QKf3wOaA5wZ6kHZAi1br5J77Slm+yBvxKsEjOgWaJ1np1yOflUsr2fbUnRiMekobraPCFoyPj4iHSyXoA0Hz69jYWnst69LX8cinj+Cmc2Npr6X859B/WHVkFX0tfXnzjjepslbhbfDGx+Dz24LHXg37n4Si7wAQL6UYEHGoPajBSYeOn9NWdLBT6YZTUPJedQGBzmq+NIQxT6GmBMl17R3ABFxACjyNRcrYJnMlS5aQ+1f36eLi4rRarVd4lFy9NgRBQBRF2rZtW7558+ZTN2rP19fXceTIkYyNGze6LViwwG/t2rVeCxcuPH0Lho5Op7sknERRvPTvuHHj8p966qkLlx+7ZcsW444dO4ypqamZRqPRmZycHFNTU6MA0Gg0zvq4F4vFUpefn68pKSlReHp6XmHtSUxMrD169KjB4XCgVCqZMWNGwYwZMwrqg+gB9Hq92L9///L+/fuX+/v72zZs2OBx9913VygUCjp27FjdsWPH6m7dupWPGDEi4tlnnz13M9c5YMCA4vnz5/v5+Pg4EhISqj09PZ2/NR83E1+lUqlEp/OXw+rq6i5NvEajuXRvlUqlWH+v4NrrA6S1VL9NFEVSU1OP1ougy7dffX793F1vjIqLxcpUKhV2u/3SyQqF4v8tnK/F71lXU6dO9bvR39La2lpBr9ff0li3/zWu694mCILX1T9AGrAbkM1pMjIyMtfjrbfggw/gvvtg7Vo4fJgaVx333Gsl3R8alMDmjXrGtq/m64awZBN0P6nkzckd+UB5GH+VPzViFaL+/MVioE7cmozh2cC2NPAJw0XvidUJb45xY9dXBlQqkV73lbLmA68rBQ+S4EluZqVH5wKWfVDN1ie7YHRXUtpoLeWOsIuCpwJ0fqD5dY2zals176a+y8jNIwl2C2ZNnzUsPbiUVUdWMSBugCR4bFX4GHxuTvA4rHBsLpz6QKq/gxIQEBCp0/iAvYL+bdbRQunCF1pvdAJ8UFOAn7Oa7YYw3lJqKEGy6KwEopAsPA0BC7Lg+Sfh6+vrcDgcQnV19aVFkZaW5pKZmalxOBysX7/eq127dhUdOnSoSk1NdT1y5IgWoKKiQnH48GEtgIuLi6M+niQ/P191MYtZ6csvv5yXlpZm8PLycgYEBFgvc1kS6rO9NWjQIO7PvJ5u3bqVL1++3Kd+PKdOnVLn5eWpSktLle7u7g6j0eg8cOCA7mo3pHqMRqNzwIABF0aOHBlWW1srAPz888/qBQsWeMXHx9clJCRUjR07Nrg+0111dbVQ/2C8e/duQ05OjhqkTG5paWn68PBwa05Ojnr37t2XTLOpqamG4OBgq7e3t8PNzc2xbds2V4D333/fu1WrVr+ynnXv3r0iPT3dsGjRIp9+/foVA9xoPq5m+vTpvtOnT/e9entERETdwYMHXerHnpeXd1NxVqtXr/YE+Pzzz12NRqPD29vbcfUxbdu2LZ8xY4Zf/efvvvtOf3Hc5W+++eal7YWFhcr27dtX7d2715ifn6+y2+18+OGHXh06dPjVfbicpk2bVi5atMgLYNGiRd7XOsbNzc1RWVl5zWfoJk2aVC1evNgTpHiiZs2a3bC/662r22+/vfLTTz/1qKysFEpKShRffPGFx+XnZWdn6xITE2tu1LbMldwopmcfkHrx331XfU699UOTkZGR+S9k2zZ46ilo3hz27IETJ6hzc+GhzrV80xD8KuHrNRqeb13DpliY8xkMzFSz+tlevKH+ETelG+fryiQHHQFARBs/iKcDu2HyD8HDxRerKLDsOVc+XuOKQinSq38J65d7IopXCR5RoEVzKx3bFLJqeR1fTuqMp4eD0rh1VDga4ueHZOHReIPW61eXUlFXwau7XmXC5xNI9E9kRe8VvPn9m6xJX8P9je5nRpcZVFor8XPxw8flJgSP0wF5m+HQc4goJJc9RAScVGu80Fkv8HTT2YQao1npEkKw084HNedRO6vZaghjjlJDJRCNJHh8gSIk6040ctHRfyLt27cv2759+6UXpY0bN6584oknQkwmU1xYWFjd4MGDS4OCguwLFy7MGTBgQEOTyWRJSkoyp6Wl6QCGDh16oVu3btEtWrQw5eTkqNu2bRtjNpstw4cPbzB16tQzACtWrDg1f/58P5PJZGnWrJk5NzdXlZ+frxJF8boLMjEx0eLv75/g7++fMGLEiJtyX7r33nvL+/XrV9y8eXOzyWSy9O7dO7K0tFTZp0+fMrvdLphMJsvkyZODEhMTq67XxuzZs/N8fHzsJpMpLjo6Oq5nz56R/v7+9ovXkVNcXKwKDw9vFBcXF9uuXTvTc889dwYkV8Hu3btHRUdHx5nN5jiVSsWkSZPOW61W4cknnwxp0KBBnNlstqxfv95z3rx5uQBLly49NXHixBCTyWQ5fPiw/rXXXvtVaIJKpaJTp05lO3bscK/PRHaj+biazMxM/bWEyZAhQ0pKSkqUZrPZMm/ePN/w8PDam7nHnp6ejiZNmpgfffTR8IULF+Zc65j33nsvd//+/S4mk8kSGRkZN2/ePF+AV199Nb+0tFQZHR0dFxMTY9m6dasxPDzc9vzzz+fddtttptjY2LiEhITq+++/v/RGY1iwYMHp9957zy8+Pj62rKzsmu9RunXrVpGVlaWvT2Rw+b533nnn9PLly31MJpNl9erV3gsWLLihlfV666pt27bVvXv3Lo6Pj4/r0aNHZHJy8iXxVFdXJ+Tk5Gjbt29/3bUm82uEG5n+/ltp1qyZmJoq6zIZGZm/mIwMaNMGXFykmJ7CQmo93ZjWpJzp7cFYC6lLVMxPsjO3Bbz4DTyzV8PnE/vwgmEvabWnMVY2psRw8e+XAMroHjwV+RBtg/3xdQukRlSwdZ6e16d4ICig+z1lfLrR/ZLgkf6VBE/L5DpaNClm04Zavp/aHl/PKoos6ykXzfj5g5u+EtRuoPO/aFH6heLqYp79+lne3fcud0TewfSO03n6y6f5OudrHmzyIM+3f54qWxVBxiDcdb+2EP0KUYSiVPimK6KtDHBevESRWpULOnsVS6PHsCtmAkvdomhmq2RmbTGlYi2fuUSwWKnBgRS785Z0ayhFSkkddJ0u/00IgrBPFMVml287dOhQTmJi4oXrnfNXsGfPHv0bb7wR8PHHH5/asmWLcdasWf7ffPPNiVvd7+rVq92zs7O1U6ZMOX+r+/o307Fjx6jPPvss+3K3rT9KcnJyzMyZM3Pbt29f/WeM7X+ZZcuWeezbt88wZ84cOcb+Kg4dOuSTmJgYca19N1OnRwAGAQ1EUZwmCEIYECCK4o9/7jBlZGRk/ou5cEFKXGC1Sg/4ZWXUeXvwQUQp09uB1g57/qNkVZyTuS3gsR9g4o9qdk1KYZXnSQ6UnCSytifZhs1Se4KAEN6eEZGjaRngjY8xgBoUfLday+vPeQDQpXv5L4JH4bzo2nZR8LSoIS66nI8+tPPjKx3x9aykKHYt5aIZ/wAw6qqkIqA6vysEjyiKnK86z6NbH2X90fWkxKcwrsU4Ht76MD+e/ZGnWj/Fo80fpcZeQ4hbCEbtTdbHqzwN3w9BtJUCTgQkY5ZVUKNy1PKdf2e2x4xnjVsUd1hLeL6unHyxji0u4SxTahCBHsDzQB1QCTRDsvbI/HNp06ZNzU8//VT+R4uT/lEGDhz4l9VM+TfzVwhYmV9jt9uF55577qbitmR+4TctPYIgvIP0Su52URRjBUHwBLaLotj8rxjgH0G29MjIyPylVFRIqam//hp0OqipwerrzeceRdydAgoRdnyg4KcQGH+HkyEHYeF2Ld89dR87gu1MO7uaMFrwsyMVFHYpfXNAY+5rOo2+Xh6E+oRQI6jI+EzNYyk+OJ1wW5cKdnxhBK4leKqICK5lx9d1/PRqewI9znPBvJZyRaIkePQ1oNCAIVjq6yKiKHK67DQPfvIgX536irEtxtLf0p9RW0aRUZjB9E7TSWmUQo2thmBjMK7amwzvrCtF/G4g5G+7LGWBgAhUqVwo0Qczvt1HbPCII6XmHI/Za/hZrGODSwTrlFIowIPAGKAKsCLV4JFLyv/CP9XSIyMjI/NX8v+y9AAtRFFsKgjCAQBRFEsEQfhHpsgTBKEn0DMqKurvHoqMjMy/hfJyeOYZ+OorUKuhpgabnw8HVRfoPVA6ZOMagSxfgfF3OOiVCe98pSP16RSONzAyO/d9PBQB/Fx1DPR2QAHeUdzR/GXudnEh1DuYWkHFmb1Kxt4vCZ6W7aquK3hatCjD18PJ11/a2T+jI4EeBRTFrKJckUhAILjqaqRYGn3QFYLHKTo5duEYgzcOZn/+fqZ1nEabkDbcv/F+cstzWXDXArpGd6XWVkuYexh6tf6at+NX2GtwpD2PMn/bpTzCThQIOCnU+mIQHYxttZyPPeIYX3Wa/qKTbGctK10b8plSgwBMBu5FKjoqAi2Rs+nIyMjIyPw+bibu0yYIF6NNAUEQfKl3xv6HIYriZlEUR7m734R/uYyMjMz/l5ISWLoU3nkHFAqw2bD7+ZJrvUD74eAQ4P1NUKdVMrK7g46nYMVnek5NGM4ZczBvnt9Etd1KaYkW9BdLX7gG0Lz92wzS6onwC6VWoeZCusCIXr7Y7dC0RTU/7JKSQ10teJq3LMSghu/2ONj/xu0EeuRSFLOcMmWzi4KnDhAkC89lhUMdTgf78vdxz5p7OHzuMPPvmk/jgMbcv/F+8ivz+eDuD7gz6k5sDhthHr9D8DisWLPfR5n1tpS4AHAIahQ4KdAF4G0rY3TrVWz2TmJ6+XH6iw6OOmp576LgUQJvIgmeUqS3dK2QBY+MjIyMzO/nZiw9c4GNgJ8gCK8AfYEpt3RUMjIyMv90iothxw6YOFGK4RFFHH6+lJcX0mQc1Cnh1a8gsFbNPX1tNMmHDz/RU/LEI5y0eLGscBtZVTmoK6IQ3S+6xWuMRN+5lJF2FdGhYViVWqp+Fhh2px91tQpiG9Wwf6+UnVZQiIjOi3V4RIFmrQtQWA0cTLOT9tbtBLme5ILpP5QpWxAYBC46K4gOMISBQn3pMuxOOztydjDk4yGU15WzrPcyRKfIsI+HYXfaWdt3LfF+8ThFJ+Ee4WiUN2nodzqoLvgS3YGncAoqBNGOXaFF7azjgsabwNoCHmuxhI0BnVhQmo5F5UKao453XCM5oFSjBd5DKjRaBBiBJsBN5b2VkZGRkZG5ipspTrpSEIR9QCekhDn3iKJ49JaPTEZGRuafiChKSQuysmDkSKirA8Dp64u9qJC4cVCukxIVtMvX0K2/lYYl8MnHeqwTHievaQM+u7CTz87tRFsbSp2xPg5YQcDdq3m0SoGlYTg2pY7afLi/ox+VFUoaRtdx9GLWWIVCxHlR8CAKNGudT22pK7k5DtLndCbI5RhF0UspU7clKBAMOjs4reASBpeJFpvDxpasLTz4yYMoFUrW9l1LXnkeE7ZPwKAysO6+dYS7hwMQ5h6GWqnmZhBFkZKSNIw/PAii46Lg0aB21lGlNOBjLeL1uMmsjBjIB8UH8NN6kea0Mts1iiylCjdgOVKx0ULAG2jMzb2lk5GRkZGRuRY3VdZAFMVMURTni6I4TxY8MjIy/1pEEc6fh/x8GDIEioqkzT4+iBcKSRgDBUbomw7DMjTcc68Vrxr49CMdwmOPU9mqGd9WH2Pp6Q1oHJ7U6XLhYikRly5v8XilnsTwMJwaPXUX4IFOfpQUKQkOs3LyuAYQfhE8AKJA89b5lBQYyf1ZJOPtLgS5HKE46j1KtR0IDgKD3gHOGjCEgvKXUht19jqWH1rOoA2DcNO6saH/BjILM3l82+N46b3YNHATYW5hqBSq3yV4HEB+9VkMPw5HVXcehWjDKShROa3YUGJw1PBhWH/etjzD6sIf8dR4cNhpY7oxmiyligBgAxAMnAMCkSw8suD576SyslJo3rx5zB/N3jZ16lS/+mKjfxbBwcGN8vPzr1hSK1eudJ88eXLAn9nPtbDZbDz66KPB4eHh8Waz2WI2my0TJ0681K8gCEn33HNPg8uP9/T0TOzYsWMUwNy5c709PT0TzWazpUGDBnEvvfTSpWKcEyZMCPLz80uob9dsNlsuXLigrKioUPTq1auByWSyREdHxyUlJcXUF8KcOHFiQFRUVJzJZLKYzWbL119/fc3CqvUkJyfH7Ny503CjY/6/TJgwIej555/3B+jTp0/E0qVLr8hZcvUYjh07pomOjo4D2LJli9FoNDaOjY21NGzYMO6JJ54IvJVjvVkMBkMTgJycHHXXrl0bglRUde3atZfiMf6qNdi6dWtTYWHhv7KOs/w9IiMjI3MzOJ1QUAClpTB8OJw8KW338oILF2g3HLJ8oM3PMHW3hjsGWFGKsPVDLYZHxmO/rS37KjOZd+pDbHYnDmUJiAoQnCgb3sFYZQLNQwJQ6l2pLYLRXX3Iz1Ph42sj77RknVEonL8IHgSS2xRwJseNmnInGfPuJFBzgOLIhZTouhAcBHqdE+xVYAgB1S9xOLX2WubuncvkryYT6xvLkl5L+DTrU17Z/QrRXtGs6rMKF7ULWpWWIGMQSsXNfT9agby6Mnz3PY6u5AAiUjBofZZQQaHgJ88kpifNZvW53VQaG3JIFHnNzUSRoMAELAE0SIKnIWBCLjr638zbb7/t06tXrxKV6o89bixcuNB/5MiRxUaj8ZbGEg8aNKgMKVfGLcNutzN27Njgc+fOqY8ePZpuMBjEkpISxbRp0y496Or1euexY8f0lZWVgqurq7hx40Y3f39/2+Xt9OzZs2TZsmWnCwoKlLGxsfGDBg0qiYqKsgGMHj363NSpU69IZfzMM88E+Pn52T755JNTAIcOHdJqNBrxyy+/dPn888890tLSMvR6vZifn6+qq6v7jQrDf969+KNr4rdo1qxZ5TfffHOivLxc0ahRI8s999xT1q5du0u1f2w2G2r1zb3E+bOJiIiwbdu27SRAamqqITU11aW+KOytXoNOpxNRFBk4cGDRzJkzfWfMmFFwq/r6pyJ/l8jIyMj8Fg4H5OVJiQseeQT27ZO2e3pCcTH39ofvwyDmAizbrOTuvlYqtLBlvRbvh8bhuP02ToklzDm1nrPVZ3BglSw8ghPULjwYNY52gb4YjG7UlsCEe704eVyDm7udC4XSl/PVgqdlm/NkH3OnrhLS53UnUPMjxQ3nUWroRnAw6HUi2CtBHwjqX0L/q23VvPDNC0z8ciKtQluxsvdKVqWtYurOqTQOaMxH/T/CoDZgUBsIdgu+acFTBfzsqMXj6Gu4ntmAiAIBqFboUOGkVunCWV0AU1u8z/uFP1DiEsYBQeAltyiKBAUtkVza1MB5wAzEIH9J/bezbt067/79+5eC9Ba+WbNmMV26dImMjIyMS0lJCXM4HABs2LDBrXHjxmaLxRLbrVu3hmVlZYqXX37Z7/z58+rbbrvN1KJFC5PdbqdPnz4R0dHRcSaTyVJv5Thy5Ii2devWppiYGIvFYolNT0//3aFfc+fO9R4yZEgYSNaFYcOGhTZp0sQcEhLS6HJLw3PPPecfHx8fazKZLOPHj79UF7dz586RcXFxsVFRUXEzZ870qd9uMBiajBs3LighIcH8xRdfuK5atcp38eLFpw0Ggwjg6enpfPPNN68oMNmpU6eyDz/80ANg9erVXn369Cm+1pgDAgIcYWFhdbm5uTd8gs/Pz1cHBwdfEk6JiYl1er1ezMvLU3t5edn1er0IEBgYaI+IiLABbNq0yRgbG2sxmUyWfv36RdTU1FwhhmbMmOE7evTokMvv39ChQ0MBFixY4NWoUaNYs9lsSUlJCa+38l1+L7766qtbno/Ezc3N2ahRo+pjx45pJ0yYEDRw4MDwNm3aRN97770Nzp49q7rzzjsj4+PjY+Pj42O3b9/uAlBWVqbo27dvhMlksphMJssHH3zgAbBw4UKvekvZmDFjguv7MBgMTR577LHgmJgYS2Jiojk3N1cFkJmZqWncuLE5Pj4+duzYsZfWSb1Vqra2Vnj11VeDNm/e7Gk2my2LFi3yvHwNZmVlaVq1amUymUyWVq1amY4fP66B3782jx07pmnYsGHc/fffHxYXF2fJzs7WDBgwoHTDhg3et/r+/xORv09kZGRkboTdDmfOSKmpx42Db7+Vtnt4QEkJY+6Cjy0QUAHbVivo08fBGTfYtEFD2IPjcXS+nWJFHe+f/ZIfCr+vz4MJgmT9aBE7hrv8Q3Dz9KSiBKbc70naAR16g4PyMulN6K8ET+tCMo64oxIdpM3rQYBqNyUNZlPi0ougINBrRbBXSIVHNb9ksyytKeXRrY/y+nev09PUk3e7v8vsH2Yze+9sOkZ0ZPW9q1EICty0bgQZg1AIv/0VIQLFQK7ThueplXhkzMAhqBFwUqp2x8VZS5XKiF0QeD35fWaUpPOzS0P2KXW8ZIyiUlDQE5iHlBb0AtAIycrzl7xy/pcwfDihycnE/Jk/w4cTeqM+a2trhdzcXG1MTIy1fltaWprLnDlzco8dO5aek5OjXbZsmWd+fr5q+vTpgTt37szKyMg42rRp0+pp06b5T5ky5byfn59tx44dWXv37s36/vvvDfn5+erjx4+nZ2VlZTzyyCNFACkpKQ1Gjx59/tixYxmpqamZYWFhtuuP6uY4d+6cOjU1NXPTpk3HX3jhhWCQhNmJEyd0hw8fPnr06NGMgwcPGj777DNXgJUrV+akp6cfPXjwYMbChQv9CwoKlAA1NTWK+Pj4msOHD2d6eXk5AgMDrZ6enje0Wg0ePLh47dq1ntXV1cLRo0cNrVq1qrrWccePH9fU1dUpWrRoUVO/7d133/Wvd21r0aKFCWDUqFEX3n777YDGjRubH3/88aC0tDQtwD333FN+9uxZTURERPz9998f9umnn7oCVFdXCw899FCDtWvXZmdlZWXY7XbeeOONK+oADx48uGTr1q0e9Z/Xr1/vlZKSUrJ//37d+vXrvVJTUzMzMzMzFAqF+O6773pffS/uvPPOyt89Kb+TgoIC5YEDB1waN25cA3D48GHD559/fmLz5s2nHnroodAJEyacO3LkyNGNGzdmjx49OgJg0qRJgW5ubo6srKyMrKysjO7du1fk5OSoX3zxxeBvv/02KyMjI/3AgQMuy5cv96i/platWlUeO3Yso1WrVpVvv/22L8DDDz8cNmLEiMIjR44cDQgI+NV61Ol04jPPPHO2Z8+eJZmZmRkjR44suXz/6NGjw1JSUoqysrIy7rvvvqIxY8Zc+l37vWszJydH98ADDxQdPXo0w2QyWX19fR1Wq1WoX6P/JmTRIyMjI3M9bLZfBM9jj8GXX0rbjUYoLeWl9vBuMhhrYdd/BAb3cpLuBx9+rCF2yJPYu3SiQmHni4oslh1bzqVCNYIIWjeMbpGMM9+Hr48XlWXwxhgP9u7So9Y4qamWvo8kwVP/p1qgRcsLHD7ogavexsG5vQlUfEtJxExKjH0ICQG9DknwaLxB63XpUs5XnmfIx0NYenApDzR+gBm3z+D5b55n6aGl3GO+h/d7vY9DdOCl98LfxR9B+G3J4QQKgPOiE6/zO/HaNxa7QotCtFGi9sTDVka10oDeXsn7Td/i8doCjro24HutJy8bG1AnCDwIvAjUAiVIRUfD/v8zJ/MPoKCgQGU0Gq8I5mnUqFGVxWKxqlQq+vfvX7xr1y7Xb7/91iU7O1uXnJxsNpvNljVr1nifPn36V2kCzWZzXW5urnbo0KGh69evd/P09HSUlJQozp07pxkyZEgpgMFgEP8MV7hevXqVKpVKkpKSaouKitQA27Ztc9u5c6ebxWKxXHxrrsvMzNQBzJgxwz8mJsaSlJQUW1BQoE5PT9cBKJVKhg0bVnKtPubMmeNtNpstAQEBCSdOnLhkrWnRokXNmTNntIsWLfLq3Lnzr9ydNm/e7BkVFRUXGxvbaMyYMefqrUYgubdlZmZmZGZmZuzduzcLoHXr1jWnTp1KGz9+fEFxcbGqdevWsfv379e5u7s7jxw5kjFv3ryffX197UOHDo2cO3eu96FDh3QhISF1CQkJdQDDhg0r2r17t/HyMQQFBdlDQ0PrvvrqK5eCggLlyZMndV26dKnctm2b8ciRI4bExMRYs9ls2b17t9vJkye1v3Uvfg+CIIg32paamuoaGxtr6dSpk2ns2LEFzZo1qwXo2rVrqaurqwiwZ88et7Fjx4aZzWZLz549oyorK5UlJSWKnTt3uo0fP/58fVu+vr6O3bt3u7Rs2bIiKCjIrlarue+++4p37NjhCqBWq8UBAwaUASQlJVX9/PPPGoD9+/e7jhw5shjgoYceKvq913jgwAGXUaNGFQOMGTOmeN++fZcsY793bQYGBlo7dep0hXD29va2X+t37H8dOaZHRkZG5lpYrZLgKS2Fxx+HPXuk7QYDVFTwThK82BG0dtj5ATx2p8ieMFj5iZrkgU9iu6MT1aKNEworU3+agVOU3HgQgIDGUHCQMU2nExoUQHm5wIIn3PhqqwGlUsRmlUTOL4JHBASatyjiwH5PAvyr2Pv6AAKcX1Ic9iolbgMIDgadFrBVgMYTdJKHjSiK/Fz6M4M3DmZ37m4mtplISlwKYz8fyxenvmBY42G81OElqq3V+Lr44qX3uinBYwPyAJso4lmeidcPD2IT7WiddVSqjHjaSrAKagyOarbETqKbQsdBQxjfGoJ51xCECDyDVAOhCqgBkpEytcn8+SxZQu5f3aeLi4vTarVe8XL16rUlCAKiKNK2bdvyzZs3n7pRe76+vo4jR45kbNy40W3BggV+a9eu9Vq4cOHpWzB0dDrdpYfo+pg0URQZN25c/lNPPXXh8mO3bNli3LFjhzE1NTXTaDQ6k5OTY2pqahQAGo3GWR+7YrFY6vLz8zUlJSUKT09P59ixY4vGjh1bFB0dHedwOK64MV27di194YUXQrdv337s/PnzVzyr1cf0fPnlly59+vSJ7t27d1lYWNgNM0W4u7s7hw4dWjp06NDSIUOGsGnTJvemTZvWqlQqevToUdGjR4+KhISEmuXLl3s3a9as+kZt1dO3b9+S1atXe5rN5tpu3bqVKBQKRFEU+vXrVzR//vy8q4+//F78f/D09LQXFRVdaqiwsFDl6el56frrY3quPs/FxeWSGBZFkdTU1KP1Iujy7Vev0fr5vxYqlUpUKBT1/8dut186WaFQXP/E/we/Z20eO3ZMYzAYfvUSoK6uTrjW9v91ZEuPjIyMzNXU1cHp01Kmtgcf/EXwaLVQXc16MzzcA5QifLYCXm0nsC0a5m9X0bnv09juupNqrJS6uTDpu5cptV6QxI4ANOiMoug4if7t6NX8biqqFPznBVc2r3NFEETqn32uFjxJzYs4sM+TsPByfpg5iADnZ5SETqXUc8gvgsdeBSpXya3t4sNkRmEGvdb04rsz3zGzy0z6mvsyeutovjj1BRNaTmBqh6lU26rxd/XH2+B9U4KnGvgZydLjWluIce9IqM5F46zDqtDgYq/AgYBGtHEopA8NPRJI0/my2c3EO4YgBOBNQaAvUIEkoGTB87+Hr6+vw+FwCNXV1ZcWVVpamktmZqbG4XCwfv16r3bt2lV06NChKjU11fXIkSNagIqKCsXhw4e1AC4uLo76TGP5+fkqh8PBsGHDSl9++eW8tLQ0g5eXlzMgIMB6mbuRUJ/trUGDBnF/5vV069atfPny5T714zl16pQ6Ly9PVVpaqnR3d3cYjUbngQMHdIcOHbpmBjSj0egcMGDAhQcffDCs/p7Y7XZsNtuvfunGjBlz4YknnjibnJxc8+uWJDp37lx17733Fs2YMcP/RuPevn27S322rtraWiErK0sXERFhPXTokLbe1Q3gwIED+pCQEGvjxo1r8/LyNPXzsWzZMu927dpVXN3u/fffX7Jt2zbPDz/80CslJaUYoGvXruVbtmzxzMvLUwGcO3dOmZWVdU2LwiOPPBK8bNkyjxuN/Vq0b9++Yvny5V5Op/TM/v77719zfDeibdu25TNmzLiU+e67777TA3To0KH8zTffvLS9sLBQ2b59+6q9e/ca8/PzVXa7nQ8//NCrQ4cON3TPa9q0aeWiRYu8ABYtWnTNP21ubm6OysrKaz6HN2nSpGrx4sWeIMUTNWvW7Ib9XW9tXutYp9NJYWGhOiYmpu5Gbf4vIoseGRkZmcupqYGff4azZ2HYMDh4UNquUkFdHV+Hw339pU2r18PqxgrWxYlM/1ZF3x4TJcFjr8bu48sb+5ZypGTfxXo6CghpjYvOC8Fex9Odp1Feq2Dtqy6sWeIGiIjitQVP46bF7E/1whRTyrevDCPQvoXSkOco9X7wF8HjqJFSUhsCQRBwik5+yvuJHqt7cLzoOIt7LqZFcAse3Pwg35/5nqkdpjKu5TiqrFUEuQbhqfe8+k78CiuSdec0UsIBvbUC1YEnMVz4DgUiIgIqp/Vi+SAFZ72aoQjtS7pSz3LPJFbo/VEDSwWB2/glTVEy4PEnTJ3MP4/27duXbd++/ZJrTuPGjSufeOKJEJPJFBcWFlY3ePDg0qCgIPvChQtzBgwY0NBkMlmSkpLMaWlSUaqhQ4de6NatW3SLFi1MOTk56rZt28aYzWbL8OHDG0ydOvUMwIoVK07Nnz/fz2QyWZo1a2bOzc1V5efnq8T6X6hrkJiYaPH390/w9/dPGDFiRMj1jruce++9t7xfv37FzZs3N5tMJkvv3r0jS0tLlX369Cmz2+2CyWSyTJ48OSgxMfGaMTgAc+bMyQsICLCZzea42NhYS/Pmzc333XffhfDw8CviPiIjI23PPffc+eu1U88LL7xQsHbtWp+SkhIFXBnTYzabLceOHdNkZWXp2rRpE2MymSzx8fGWxo0bVw8dOrSkvLxcOWTIkAaRkZFxJpPJkpmZqZ8xY8ZZg8Egvvvuuzn9+vWLNJlMFoVCwZNPPll4dd++vr6O6Ojomry8PG3Hjh2rAZKSkmqnTJmS16lTJ5PJZLLcfvvtpuslWsjIyNAHBQX9ZvzV+PHjw+vnqnHjxuYJEyZccHV1dZrNZktMTIylqqpK8cILL5z7rXYu57333svdv3+/i8lkskRGRsbNmzfPF+DVV1/NLy0tVUZHR8fFxMRYtm7dagwPD7c9//zzebfddpspNjY2LiEhofr+++8vvVH7CxYsOP3ee+/5xcfHx5aVlV0zdqZbt24VWVlZ+vpEBpfve+edd04vX77cx2QyWVavXu29YMGCG1pqr7c2r3Xs7t27DU2aNKn6uzLY/Z0INzLb/bfSrFkzMTU19e8ehoyMzH8b1dWQmws5OTBqlGTtAVAowOkkNRBaPwg2Fbz5GZz1VjEz2c5TPyh5sv0z2LvdQZWtCpVfCMsyv+bFH8ZK54sK8I3FePurVK67m74JD/JAy5fY/Jaed97wpF7cSF1dKXjiE0o4ctiTps0usOHpEYTbNlEa9DQlfmMJCgKtBknwCEqpFo9CicPp4OtTXzNowyCsDitL716Kq9qVhz97mFMlp5jddTa9YnpRY6sh2BiMq/bGiZQcSPE2RUg+0XoARy2lR9/CcngyNkGFSrRjFzSoRSu1Ci02nT8nE17mhFLL2wGd2aHxxACsEgRCLranR6rBc0uLfvxLEARhnyiKzS7fdujQoZzExMQL1zvnr2DPnj36N954I+Djjz8+tWXLFuOsWbP8r+V69GezevVq9+zsbO2UKVN+UzjI/D20bds2evfu3cf/7nH823jggQdC77nnntK77777d1nH/ls4dOiQT2JiYsS19skxPTIyMjIAFRWS4MnKgoceklzbAAQBnE6O+sBtD0iCZ+z3UOGuZWZyHSMOKnii/TPYu3elqrYCbWAoP53L56Ufxl8sUqMEj2B0932M56p+KHSe9Gs6gc/f1fHOGx5cLniUSicOxy+CJya2lCOHPWnb/gL/eWwU4dZNlAWOp8RvLMHBoFEDjlrpfEMIKJTYnXY2HN3AiE9G4KJxYX2f9VTVVTF883AKqwpZcvcSbgu/jRpbDaHuoRjU15ccTiT3s/qnRtf6kTrtHDq7lc6Hp1Cr0KJz1lGrdEHrqKJGoUOlUJNpeYbjgoqXA7tyWOOGpyiyThDwQMr25g4kAr87t7DMfxVt2rSp+emnn8r/aHHSP8rAgQNvac0dmf8/suD5e4iPj6/5XxU8v4Xs3iYjIyNTViYJnv37JZe2wss8OUSRHHdoMxyqNXBvBoQ4DLzQuo5+RxVMTX4GR49uVNaWYwiO4LxVTcrWXoiiUxI8Bk+U93/O7T98yOmSgwxu/hQ/rPBnzlRPfgn0+bXgiYwq59hRD7redY73HxtNQ+tGyvwfocT/iV8Ej9MKOC8KHhU2h41F+xcxeONg/F392dh/IwUVBYzaMoqy2jJW91lNu7B2WB1Wwj3Cbyh4qoAcpOxsesDl4khFRy1rSg7TfO8o7AoNOmcdVSojWkcVVkGDVrSRGfsMWRoPng7pxWGNGyGiyGZBwB1J8PggWXhkwfPvYNy4cUX1AfN/hZVHRkbm+jzxxBN/q/X370QWPTIyMv9uSkokwbNrl2ThKS+Hy9x+C1wkl7YSPbQ6DR2K3JjYupo7swVmNX0GsWd3KmvKcAluQJ3CizvWtsMq1kgubRo9DNnOwLwLpGYuIMIrFt1PD/Dmc/WCR+pHobhc8EBYeCXZJ9zod18+sx8ch8n6EeV+IygNeoagYOGi4LFJoscQCkoNdfY6Xt/zOo9ufZQ43zjW91vPoYJDPPrZozhxsr7/ehIDEnGKTsLcw9CpdNe8HbVA7sUfJWDk4heFKJJlLeOhuhK6/DAUo60CvbOWaqULLvYKnCjQilayoh7hgJuJR0PuIUftQpzoZIMgoEZyaQtCqsPz7/Mml5GRkZH5O5Hd22RkZP6diCIUFUkJC778Ep555v/YO+/wKMq9Dd+zfTfZ9N5ISE+AUEKQJl0BASmCilIsCChirwdRwaNyVFRUFLsgIoIKior0IqgQ6SGFkkBIJX0323fm+2PYEBA4HsvxfLr3deVKMjvl3dnZ3feZ51fA7T5H8NTp4PKboMIIyXVwQ3kw9/SopVu5wMJ2D6O8ahjm5np8oxPQ+MbQ++2u1DurQRJAoYQbv2Z4E7iPrqK6+RTXuj9l/qNh8uNnHJ1zc3ggKtrKyRO+3HRLGQ8OfZRU28c0hUyiPvoJoqIF1CpAcoNoA0McKLVYHBYe2fgIC3YtoH9Cf14d8ipfF33NY1seI9gQzLIxy4j0jQQgzj8OtfLnksOJ7MLUAxrAr9VjtW4Hz4t29lhKWfHdOFKaChCQcCg0GNxyzrYSkeMxY9gaMYgHoq/EpFDTWxJ5UVDgQi5akIDcdPRv1xHPixcvXrz86XidHi9evPz9kCQ5Z6e8HD79FB58EERR/jmDWQ2DJsKRYAi1wIyScB7sUkt6Dbyb9AC6q0Zgbq7HGN0W/6C2DP/oaorNBWdTdK7/jF6EcGWdiVVFb5CiHsLKf4w8c4gLC56wMBsV5Xpm3HWSB6+aQ5ptMY1B11Ef+1QrwSPKpan10aDS02Rr4tYvb2XBrgWMzRjL60NfZ3nech7d/Chx/nGsunYVkb6RKAXlBQWPiCx2ipHzd4yAxwOySxKvu6z0VChRnPyU3G+7kWgpRQBEFChEufCSBFQGX8bqxCncFT0Ek0LNKFHkJUGBA2gCkoBEvILHixcvXrz8OXidHi9evPy9cLnknJ2qKnj/fXj5ZVCrZcFzxuWxK2H4eNgTCQYn3FcSzex25USZYEnCffhdNRqTuRa/6ESCw5IYt3QSP1RvOit4Rn5Ahn8Gk09YWF7yOnang+MLX+Rs/8GfC56gYDu1tVoeerSEidnzSbO8SUPAaJrinyMqStFK8JhBHwVqX6rN1UxYNYF1x9Zxe/bt3H3Z3byR+wYv/fgSWeFZLBm1BI1Sg0apIcoYhVJxVnJIgBm5SIGIXEFN0eqxr0U3/0SiGolPf7iZIcWLcWhCUDnkcHCbQotBtCGhoNEnnnfbP8nsyIG4EbhNdDNVocSKHC6XCsTgvcvmxYsXL17+PLzfQV68ePl74HDI7s6xY7Lgefnls4JHkuTQNsClgGuvgS0JoBLh/pOxvBhfjo9DYmnMXYQMG4fJXIt/dCKh4cncsepBVp9YKh9DAGHQ88TEDWR6cQMNijLWFy1H+HEmruoUPCsJ5wkeP38nZpOax+ceZ0L2q6RbXqXObwimxJeIivYIHglcJtCFg8aPEw0nGP7xcNYdW8fjfR7nrm538a8d/2L+D/PpFdeL5dcsR61UY1AbiPaLPkfwWJGbi5Yh59b4cPbL4ABwjejmNoWS9MZ8ytZmM7h4MQ6VEY2jBqtST4UuHINoAxTY1P4syH6FWZGDcCPwyBnB04zc1ycNiMX7ZfN3xWw2C127dk39tdXb5syZE+ZpNvp7ER0d3b6iouKcm75Lly71f/TRRyN+z+NcCKfTyYwZM6LbtGnTztNL56GHHmo5riAIXUaOHJnQev3AwMCsfv36JQEsWLAgODAwMCstLS0jISEh88knn2xppHnvvfdGhYWFdWjdp6empkZpMpkUI0aMSEhJSclITk7O7NKlS6qnieVDDz0UkZSUlJmSkpKRlpaWsWnTpgs2VvWQk5OTum3btj+0yvy9994bNXv27Es2XP1PKCws1CQnJ1+wUe21117b5qefftKBfF2kpKRkpKamZvTs2TP55MmTf7oxMGbMmPj33nsvEM4d68MPP3zOtdqpU6e0P3osTz/9dOjLL7/8/7qH9J/+gv47BEHwARYif39ukSRp6Z88JC9evPx/wm6XixU0Nsouj8UCzzwDn38OGs0ZMSFPyEQBbh0Oq9PlTe+oiOX9sDJcgsSy8NuJGTYeU1MNAdGJhEamMGvts7x9eH7LoZQ9HsIv6ybuPHSUsIAoHlh1BzSH4N4068wasuCRWgkeH18XLqeCp+cd5YqE98honk+tb3+ak14nKkqJyqNVXCbQhiJpAsirOsTYFWM5Wn+UV4a8Qt+4vjy2+TE+OfwJw1KG8fKVL+MUnfhp/Qj3DUchyHNGB1CDHG6m49y8nUrgWUlkJQJBSHx+5E2G77kHSRIRBSUal4kCYwphthoibVWAgKhQ8q+ub/BE1BAUwL9EJ/2UGsxnnl0mEIqnPp2XvyOvvPJKyIgRI+pVql833Vi0aFH4lClT6oxGo/jv1/713HDDDY2c7Zf7h+Byubjrrruiq6qq1Pn5+XkGg0Gqr69XzJ07t2UCq9frxcLCQr3ZbBZ8fX2lzz//3C88PPycBp7Dhw+vX7x48cnKykplenp6uxtuuKE+KSnJCTBt2rSqOXPmnNOo85FHHokICwtzfvHFF8UA+/fv12o0GmnDhg0+3377bcDBgwcP6/V6qaKiQmW32/8rb1eXy8WvvSZ+T5YvX36i9f9bt24tioyMdM2YMSN69uzZke+//35LU1BRFJEkCaXyzwnSbT3WBQsWRD777LOVnv/37t1b8Ece2+l0cuedd9bm5OSk3XXXXbV/5LH+SP6Um2+CILwrCEK1IAiHzls+WBCEQkEQjgqC8PCZxaOBlZIkTQFG/NcHCzRYG3CJ/90eA168ePmN2Gxyzk5JCdTVgdkMhw/DvfeeFTyCAM6zeSn3XAkfdJI3n3g6im8N5dRpRT4IuoWUYZMwmWoJiE4kLDqFF7ct4pndj7YcTtVuIurej3H74XzaGKNZsekbTtp/gE1zwe7PhQSPTu9GqYR/vXCEgfFLaN88j9M+vWhMeoOoaPVZweM0gSYQSRPED6d+YMhHQzjZdJIPRn5Az5iePLTxIT45/Ak3tL+B14a8hsPtIEgfRIRvBApBgRtZ7BQjuzx+yMUKOPP/i0AvSWI1AndYKzj0w02M3D0VOwpUog0kiaPGNNJMRQQ45XmhgMS/Or3IE/HjUCHxlstCP6UGE/IXSzsgDK/g+bvzySefBI8bN64BYM2aNcbs7OzUQYMGJSYmJmaOHz8+zn3GYf3ss8/8OnbsmJaRkZE+ZMiQto2NjYqnnnoqrLq6Wt2nT5+Ubt26pbhcLsaMGROfnJycmZKSkuFxOQ4dOqTt0aNHSmpqakZGRkZ6Xl7ef1wNfcGCBcETJ06MA/nu+uTJk2M7deqUFhMT095zpx3gscceC2/Xrl16SkpKxj333BPlWT5w4MDEzMzM9KSkpMznn38+xLPcYDB0uvvuu6M6dOiQtn79et+PPvoo9O233z5pMBgkgMDAQHH+/PnlrccyYMCAxhUrVgQALFu2LGjMmDF1FxpzRESEOy4uzl5aWnrJYogVFRXq6OjoFuGUlZVl1+v1UllZmTooKMil1+slgMjISFd8fLwTYPXq1cb09PSMlJSUjLFjx8ZbrdZz3srz5s0LnTZtWkzr8zdp0qRYgIULFwa1b98+PS0tLWP8+PFtPC5f63OxcePGS3dEPsMLL7wQ0q5du/TU1NSMK6+8MtHj+pWWlqoGDRqUmJqampGampqxfv16H4AnnngiPDk5OTM5OTlzzpw5LS6Yy+Vi9OjR8SkpKRmDBw9u69nPxZyrvn37moqLi7WFhYWatm3bZt54441xmZmZGceOHdNc7Bp49dVXgz1OkcetKyoq0nTv3j0lJSUlo3v37ilHjhzRwMWvMVEUmThxYlxiYmJm3759k2pqalqUoWest99+e7TdblekpaVljBgxIsFzbj3bT506NcbzHnnrrbcCQX7v5eTkpA4ePLhtQkJC5ogRIxLEMzms27dvN3Tt2jU1MzMzvVevXsknTpxQe443Y8aM6K5du6Y+9dRT4UajUYyJibFv3rz5/20/6T8r4uB9YHDrBYIgKIHXgCFABnC9IAgZyKHgHqXt/i+OsYXq5mpK6ksw2f+WvZy8ePn/hdUql6AuKZHdHYsFTpyAV16BG2+EH34ArVYWPHZ7y2ZP9oUFl8l/D20MJ0+sotjPzdt+N9Dx6tswmWoIPCN43t/9CQ9svb1lW2VMf6QRbzI570fSNXEcynXx6bF/QmUH2HMLICAIZwWPIIBGI+Lr42b+y0X0jPyEDpanqdF3o77tG7SJ82nl8JhB44eoDeHbY+sYtmwYFqeFFWNX0DagLXevu5uvj37NjJwZPDPgGZqdzYQYQggxhIAg0AgcR67K5ovccwfkPJ5Pgd6SxPNAP5eJdVXf8cymgUSUfIhDUKN3m2lW+uBWaEk0FSKeKUMgAIsyHuLR1DvQiy6WOxrpoPahCbn3Tjvg/3UMxF+Qm28mNieH1N/z5+abib3UMW02m1BaWqpNTU11eJYdPHjQ5+WXXy4tLCzMKykp0S5evDiwoqJC9fTTT0du27at6PDhw/mdO3e2zJ07N3zWrFnVYWFhzq1btxb9+OOPRd9//72hoqJCfeTIkbyioqLDd9xxRy3A+PHjE6ZNm1ZdWFh4ODc3tyAuLs558VH9MqqqqtS5ubkFq1evPvL4449HgyzMjh49qjtw4EB+fn7+4X379hm++eYbX4ClS5eW5OXl5e/bt+/wokWLwisrK5UAVqtV0a5dO+uBAwcKgoKC3JGRkY7AwMBLulYTJkyoW758eaDFYhHy8/MN3bt3b77QekeOHNHY7XZFt27drJ5lb7zxRrgntK1bt24pALfddlvNK6+8EtGxY8e0mTNnRh08eFALMHLkyKby8nJNfHx8uxtvvDHuq6++8gWwWCzC1KlTE5YvX36sqKjosMvl4rnnngs9b4z1X3/9dYDn/5UrVwaNHz++fs+ePbqVK1cG5ebmFhQUFBxWKBTSG2+8EXz+ubjyyivNv+R1uOGGG+oPHTqUX1hYeDg1NdW6YMGCEIBp06bF9e7d21RYWHg4Ly/vcOfOnW3bt283fPTRR8E//fRTfm5ubv7ixYtDd+zYoQcoKSnRTZs27XRRUdFho9Eonv98zueLL74IyMjIsHq2vemmm2rz8/MPHzp0SHehayA3N1f3/PPPR27durWosLDw8KJFi056xjl+/PjaoqKiw9dee23t9OnTW94zF7rGlixZEnD06FFtYWFh3vvvv39iz549PxOHCxcuLNNqtWJBQcFhj3vnYfHixQEHDx7U5+fn523cuLFo9uzZMR4Rk5+fr3/ttddKjx49mnfy5Ent+vXrfe12uzBz5sy41atXH8vLy8ufNGlSzf333x/t2V9DQ4Ny9+7dhU8++WQVQOfOnZu3bNli/CWv3f8if4q3KEnSNkEQ4s9bnAMclSTpOIAgCB8DVwOnkIXPPv7EsHCNSkNZUxn+On/CfMLOiY/34sXLn4wkyeKmpkYWPSD/rquTy1G//bb8WFiYXKZaEGQn6AwvXSaLHkGCHGsQJnMt+yLdvKEbS6+RMzE11RAcnUxIVBKrD61lytobkSQJBFD6peOe+BXX5n9PF3cCRwo1PL/0LaQeJ+CzjSCpZMEjnRU8SqVESIiDec8fJd3wJVnNc6jXd6E8/hUyEwJRej7p3BZQ6nFrQvj40MfctuY2gvRBfDT6I9yimxnfzOCnip947PLHuK3LbZgdZiJ8IwjUB9IMVCGXojZwbtW03cATyB+q7UUHz9qq6Va6ivj9DyO45fmpRnJiUxnxcZlwK/QISICIKKh4MeNR7u3wJAFuBx/bagnyiWyp/JZ65rcXL5WVlSqj0XhOmET79u2bMzIyHADjxo2r2759u69OpxOPHTumy8nJSQNwOp1Cly5dfjYpTktLs5eWlmonTZoUO3z48MZRo0Y11dfXK6qqqjQTJ05sADjjoEjnb/ufMmLEiAalUkmXLl1stbW1aoC1a9f6bdu2zS8jIyMDwGKxKAoKCnRDhgwxz5s3L/yrr74KOPO81Xl5ebqIiIhmpVLJ5MmT6y90jJdffjn49ddfD29oaFB99913+Z4QtW7dullPnTqlfeutt4IGDhz4s5C7L7/8MjApKclYUlKie+GFF0o8rhFcOLytR48e1uLi4oOrVq3yW79+vV+PHj3St27dWtC5c2fboUOHDq9du9a4ceNG46RJkxJnz559qmvXrpaYmBh7hw4d7ACTJ0+ufe2118KQ654AEBUV5YqNjbVv3LjRJzMz03b8+HHdoEGDzM8++2zooUOHDFlZWekANptNERYW5gK41Lm4GD/99JN+9uzZ0SaTSdnc3Kzs06dPI8DOnTuNK1euLAZQqVQEBwe7t2zZ4jt06NAGPz8/EeCqq66q37x5s3Hs2LENERERjiuuuKIZYMKECbULFiwIQ/6IPIc+ffqkKBQK0tPTLfPnzy+rra1VRkZGOgYMGNAMF78G9uzZoxg+fHh9ZGSkCyA8PNwNsHfvXp9vvvnmGMD06dPrnnzyyRZ37ELX2NatW43jxo2rU6lUxMfHO7t37/4f3W3fvn17y/axsbGubt26mb/77juDv7+/2L59++bExEQnQGZmpuXYsWOaoKAg15EjR/T9+/dPAdkpCg0NbblpcP3115/jMoaFhbkKCgou3OTt/wF/fkDlWaI56+iALHa6AQuAVwVBuAr48mIbC4JwG3AbQFxc3O8+OJVChZ/Oj2ZHMyXOEiJ8I/DRXDLfz4sXL380kgTNzXI1NseZm8lWqyxw8vJg0SIoKABfX1Aq5eUxMXDyZMsu3usI9wwGhQjJTl8Cq02sjXfxvGY4Q0Y9gLmV4Nl8bAfXrRqFW3TJRQtUwbjv2MWwkjx6NQVzslTPKw87sE14FvJHQkn/8wSPhCAIxMZaefb5Y7RVfUtn82wadVkcbfM8nZIizwoelxWUalzaMF7PfYP71t1HUlASS0Yt4XTzae5bdx8FtQXMv2I+12Rcg9luJsoYhVbnRylgQc7baf3tVAr8E/mDNFwSedpWRR9LNZqC50g9sRQnSpS4kWeNSrSuZpwKH9SifKO5IPRyRnd7mwJjIlFuK8usFWh9E2gG/JEFj/dT8X+Td9895/v1v4KPj4/ocDjOuVkpCOcGPAqCgCRJ9OrVq+nLL7885671+YSGhroPHTp0+PPPP/dbuHBh2PLly4M8d9R/b3Q6XYuQkM5UdZQkibvvvrvigQceOKej/Zo1a4xbt2415ubmFhiNRjEnJyfVarUqADQajejJXcnIyLBXVFRo6uvrFYGBgeJdd91Ve9ddd9UmJydnus+WdgRg8ODBDY8//njsunXrCqurq8+Zq3lyejZs2OAzZsyY5FGjRjXGxcVdMgbf399fnDRpUsOkSZMaJk6cyOrVq/07d+5sU6lUDBs2zDRs2DBThw4drEuWLAnOzs62/JJzdM0119QvW7YsMC0tzTZkyJB6hUKBJEnC2LFja1977bWy89dvfS5+KbfddlvCypUrj3bv3t26YMGC4K1bt170nookXVzrXui6uxCenB7P/7W1tUqDwdDizF3sGnjqqafCBEH4j8T2ha6xS43tl3Cpc6DValseVCqVuFwuQZIkISkpybpv374L5gSdn0tns9kUer3+D82v+yP5Xyqoc6FXWZIkqVmSpJskSZp+qSIGkiS9KUlStiRJ2aGhl3Qt/yNE6dzX1qAxoFaqKW0qpcpchVv8UyLuvHj5eyOK0NQExcVQVibn5ZjN8v979siFCu69V67UplDIj7VpA3r9OYLn03S4ZQSo3RAmaml3ysnaeCePqQdy3ajHMDWdJjgqiZCoJPaU7efq5UOxuz2ROlqkmQe5vKaSPmUuTp8K5fV7gmnoPBuUDlj3/M8EjyQJpKaZeP7lo8SrNtLZ/AgmXSYH456mfWIb1B7F47aBIODQhPLk9qeYuXYmXSK78Mk1n1DaWMrtX9/O0fqjvDnsTcZkjMHitBDhF4NV50cJsrtjRK7MBnL/nWeAPsB6SWKao4lP6vMIacgn8IcbyT5TfU6JiIACAXCp/RAFAbXYjFUdwMReK8kYtIUCvyS62+v4zFyC1icOi6AgGEjHK3i8nEtoaKjb7XYLFoul5fv94MGDPgUFBRq3283KlSuDevfuberbt29zbm6u76FDh7QAJpNJceDAAS2Aj4+P21NprKKiQuV2u5k8eXLDU089VXbw4EFDUFCQGBER4ViyZEkAgNVqFTz5GgkJCRes2PVrGTJkSNOSJUtCPOMpLi5Wl5WVqRoaGpT+/v5uo9Eo7t27V7d///4LvhWMRqN43XXX1dxyyy1xnnPicrlwOp0/m/9Mnz695r777ivPycmx/nxPMgMHDmwePXp07bx58y5Z6WzdunU+p0+fVoIcclhUVKSLj4937N+/X+sJdQPYu3evPiYmxtGxY0dbWVmZxvN6LF68OLh3794/cxxuvPHG+rVr1wauWLEiaPz48XUAgwcPblqzZk1gWVmZCqCqqkpZVFSkOX9bgDvuuCN68eLFAZcau8ViUcTFxTntdrvw8ccfB3mW9+zZ0+QJUXO5XNTV1Sn69+9v/vrrrwNMJpOiqalJ8fXXXwf269fPBFBRUaHZsGGDD8BHH30U1KNHj18UXnc+F7sGBg8e3PTFF18EecIaq6qqlACdOnVqfvvttwMBFi1aFJSdnX3J4/bp08e0YsWKIJfLxYkTJ9Q//PDDBUWeSqWSLlR0ok+fPqaVK1cGuVwuysvLVbt27fLt3bv3BcMjATp06GCrq6tTec6N3W4XcnNzL+rkFBUVadu1a3fRa/J/nf8lp+cUnBMfHAOUX2Td/xpTv5yKyWFiTr85+Grk0EqVQoVRY6TJ3kSzo5lIYyR6tf7f7MmLFy+/GbdbFjA1NXLFNaUSTCaorISGBvjqK7lIgcf1cTohMREqKuD48XN29W0iXHcNaCTQCCr6H4OPUuzcqezJbaP/ianpNCFRyYTEJFN4uohBHw6i2eWpSybArdvJcgpcfaSeqvJwPngghBrFPuj0Pux4AOoTkGgteBR07lLPE0+VEOb4juzmh2jWpXEg5hnat01Arz4zLxAdgIRNE8bd397Lop8WMTRpKPOvnM+usl08tOEhmuxNfDjqQ3Kic2h2WvHzj6VabUCBnLfj+SZ0Ax8D/0IuZDDM7eS25uOcEEVWNB5g3q4p6N3WM1JHQpBHi00djM4pF+hZmTCZCV0XYlPpSXKaearpGO2UKky+bbEr1IQhNx39fxvv4OUP5fLLL29ct26d78iRI00AHTt2NN93330xBQUF+m7dupkmTJjQoFQqWbRoUcl1113X1uFwCACPP/54WYcOHeyTJk2qGTJkSHJYWJjzpZdeKr3lllviRVEUAObMmXMK4MMPPyyeMmVKm7lz50ap1WppxYoVxwIDA0VJki56yzwrKyvDc0d9+PDhdR06dPi3E7nRo0c35eXl6bp27ZoGYDAYxKVLlxaPGTOm8c033wxNSUnJSExMtGVlZV10kvnyyy+X3XPPPVFpaWmZPj4+ok6nE6+99tqaNm3anJOHlJiY6HzssceqL7YfD48//nhldnZ2xlNPPVUBck7PJ5980pJSt3r16qNFRUW6GTNmtAEQRVEYOHBg46RJk+p37NhhmDlzZlxTU5NSqVRK8fHx9g8++OCEwWCQ3njjjZKxY8cmut1usrKyLPfff//p848dGhrqTk5Oth45ckTfr18/C0CXLl1ss2bNKhswYECKKIqo1WppwYIFJ1NSUhznb3/48GH9qFGjGs5f7nK5WlyJhx9+uDwnJyc9OjrakZ6ebjGbzUqA119//eTkyZPbpKSkhCgUCl599dUTAwcObB4/fnxt586d0wEmTJhwumfPntYzxQhs7777bvDtt9/eJiEhwX6h5/NLuNg1kJ2dbbvvvvsqevfunaZQKKR27dpZPv3005LXX3/95KRJk+JffvnliODgYNfixYtLLrX/CRMmNGzcuNEvNTU1MyEhwZaTk3PB8LYbbrjhdHp6eka7du0srfN6JkyY0LBz507f9PT0TEEQpCeffPJUXFyc68CBAxc8nk6nkz7++ONjM2fOjDOZTEq32y1Mnz69Kjs723ah9Xfv3u377LPPVvzS8/W/hnApK+wPPbCc07NGkqR2Z/5XAUXAAOT2EbuB8ZIk5f2n+87OzpZyc3N/8xglSeLB9Q/ywvcvEO0XzQtXvECvuF7nrON0O7E6rQQbggk2BLeUhvXixcvviNstOzu1tbLL4wlVKyuTRU9uLnz0kZzDIwhy2FvbtrLYsf58LrMjFgZOBAQBUSkwvkDD++k2Jiq78NSYhZgbqwmPSycoKpGT9aV0e7s7VZbyltABYfhbxKeM4a6DFZQcVfLxP9pSeUoJN18OQUfglcIzFds8wxHo2auGR2eXEmD9gcua78aiSeBQmxdpExdFpO8Zd1p0guTApAxk8pdT+azgM27scCOPX/44m4s388imR5CQ+HDUh6SGpNEoutD6x6JS6c5pLgqwHXgSyAc6ShIzbNVI1mreNIQzZd+jTDn+jnxIhQaFKM9HLJpQtM4GlJKTek0I/ft9y77gzoS4bTzZWERf0YpLG4rJEI2o1BIGJHC2EpyXPw9BEH6SJCm79bL9+/eXZGVl1Vxsm/8GO3bs0D/33HMRq1atKl6zZo3xhRdeCN+8efPRP/q4y5Yt8z927Jh21qxZ/1Y4ePlz6NWrV/J333135PzlgwYNSrz11ltrrr322j+0hLiX/4zW7+U/eyyXYv/+/SFZWVnxF3rsT3F6BEFYBvQFQgRBOAU8LknSO4IgzAC+Rc65ffc/FTyCIAwHhiclJf1e4+S5K56jc2Rn/rHpH1y78lomZU3iH73/0ZLPo1aqUSlU1FvrMTlMRBmj0Km89zy9ePldcLlkB8cjZgRBzt85ceJsONvy5fJvD3FxsvNznrPjYV8EDL1Bfn/blBITC7W8n27jakUGc8a8SnNTTYvgqbHU0Pf9AWcFjwDKrFsJzLye2/efpPiogU8ei6LylAoyl0PcDvhi0c8Ez6Arq7j3gTL8LD/RrfkerOo4ihIWEBruR5jhTMSG6ALRzmlJx7jPxrKlZAv3XnYv07On80XRFzy+5XGMGiMfX/MxIX4xlEoiQf5x+Kq053yQHwPmAuuBKGCO00psczFv6sMp0xjZtjaHNpYTSAhIghJBdCCiwKoJwcdRjQR8kDCJyd3exYCbWfX53OCoRlQZMfvEY9WFohMUBAHxnA2h8+LlQvTs2dO6e/fupl/bnPTXcv3113snzP/jXEjwpKSkZCQkJNhHjx7tff3+x6iurlbPmzfvZ7la/5/405yeP5Lfy+nxUFRThFKhZN6Oeby9521i/WOZf8V8usd2P2c9h9uB3WUnWB9MkCHI6/p48fJrcThksVNfL7s6brfs2hw7Jjs7DQ2wZg389NPZbaKjobq6pe/O+Zg08GwveKEHKFFgUYlcf0THsmQb/YVEFl3zAS5TI+GxaQRGtaXR1kivt/uQV3sACQkkUIR3RnfLDh44cAxHURQfPKqn/IQWVFaYkQ62QFiUC5KyRfCMGl3O9Dsr0Zv20d08A7s6gqNJb6AO1tHWPxatSguSG1zNlDgkRn02nv2V+3l6wNOMShvFyryVzN0+lxi/GD4YswyFPgizINDGLxZf5VnJUY/cb+cD5LLRN4pucprLWKzWsVUXxsyiN5j/0wyUkhuX0geluxkBsKkD0bhMCJILs8qHUb0/Z0vEACaYinmguRSFQoVNG0CzIQ5J44c/csPREP634qP/7vyvOj1evHjx8t/kf87p+f+IXq3nib5PMCRpCPd+ey/XrLiGmzvezCO9H8Gglvs0aZQa1Ao1dbY6zA4zkcZIeULjxYuXX4bdLgudxka5AIHLBUVFcs8di0UWNN99Bxs3yo/B2TLUZWduQHnC287gFuD9jjBroEClj0Scw8BJjYVhJVo+SbTRTYhl4Zh3cJkbCY9JJTCqLRaHhcFLruJQ7X55JxIIuiCECV8zLf8Y9sOxfPiklvITZwK7esyHgJPw/vsgKeGM4Llx4kkm3VyD1nSIy8wzcahCKU5+HVWgjiifsDOCRwRXMwdN9Yz6bAKlTaUsGraIXnG9eH/f+zz//fOkh2bw6qgPaVYb0ApKUv1jUCnkj28nsBh4AblgwVWSxFBbHZ8LbhYZ4whxmila243kul1IgEtlROUyISLgUBnROeUKsj8Ed2PE5avpILn5sWIzvgolLpWWRl04NkMMAUoNkUAA3nA2L168ePHy/w+v6PkP6RbTjfUT1/Psd8/yzt532FS8iflXzqdbTDdADpnx1fhid9kpaSgh1CeUQF3gbypB6MXLXx6bTQ5hM5lk0dLUBEeOyELmTMd28vLkIgXNZ3KE/fzkELfqMyH7ijPOqni24uLmeLh3qIJ9YSIRDjWBbjipsTDglJYN0XbSleG8NepdpOZmIqPT8I9ui9PtZNTHY/ihfMfZ8QkC0vgvmVzaiPpQOB/N8eHUcaVcoMC3Ano9A4dHQ0lfzlQDYOr0Yq65th6NKZ/LzDNwKgMoTn4DbbARg1qHn9YIkoTkNLGzpoRrVt1Ms7OZpaOXkhqcyuu7X+eV3a/QLbYHc0a8i11QyMLDGIVSoUQCNgBzkJuPZksS1zktbJZs3K4LwiC5efH4Yu7cPQ2l24pLaUAhOlC5TLgUWpSiHaVbrkz7VMYjLE+7j2W1e4gRFIhKFWalL80+MfjoQkk7E87mDWXz4sWLFy//X/lLiZ7fO6fnYhjUBub0myO7PuvuZcwnY7il8y083PPhlipuWpUWtVLN6ebTmOwmIo2RaJTe+6NevJyDp6eO2Sy7ODU1cPSo7NwoFPJPRYVcpKDmTJSOXi+LpKYm+X9P34dWOQNHguD+oUq+SHLj51QQ5FJRqXGQZQtg9vcaZnc1E6UO4t0R76C2OloEj1t0c/3KG1hXvPbccV45n9GuaAJylSyfE8zJY0JLCWoGPAIKF6z/FwAKAe6+9xhDhjehMh2hu/kO3AofSlIXYQgNwi25CfcJlbWRs4mvyvZy45e3o1Vq+fTaTwnWBfPC9y/wwf4PuDxxMI9d9Rpq0YWv2kC4MRKFoCAfubnod0CcJPGoy0a+ZOchtT9qScdtjQXMyZ1BaPUmABzqYNRnqrG5BRUK0YFdocGq0DPjsncZpA3js9M/4FYZsChUNGsD0RnakKoxesWOFy9evHj5S/CXEj2SJH0JfJmdnT3lv3G87rHd2TBhA09vf5q397zNxuMbefHKF+ka3RUAhaDAqDVic9koaSghzCcMf62/1/Xx8vdGkuRQtZoaOTfHYpGFTWWl7PQoFKBWy87PRx/JRQtAFjcu19lqbOozU/FWOTz1OpgzUMVrnd0IkkiwS02t2kmyzYfnN6k47NPAQ90hROXH+0PfwuiAqOh0/KITEEWRqV9O59OCFbTYNQDpY+gTcy1xWyx8OjeWkqMCCoWEKAoQtQs6LobvHoT6tqhUEg89coS+A5pRmo/TwzwdUdBSkroIY3gEzc5m4vyiUSqUiI4GlhRtZNr6B4n0jWTp6KUoBSVzt/+TVQWfMThzHLMG/gu3y4pR60+obzi1goJ/IZeh9pEkbhWdNLmtPKc2AlrGm4u57+RnZB5+CpWzERE1okKFxlmLhICARKUujGhrOfn+mWxq/0+eEC2Iog2rygezSotWF06iIYZQpeav9QXhxYsXL17+1ngz7X8BerWeJlvTBRuR+mh8+OeAf7L8muU4RSejlo9iztY5WJ1ny+TqVDoMagNV5ipONZ3C4f5ZuXovXv76SJLs6BQVyaFq+flw6BDs3SsLG6tVDm0zm+Hdd+UGoydOyMvgrJOj1YJOJ4udM4LHqYBXeqpJvFfJS11cGN0qHEoJnVvBG9+quXNTMw9cbuOFnnBl/EBWXrWYUElHVHQGftEJSJLEQxse5p19b6FACUgg6iAoicyez9N5eyOr5iZQckSBUinKggcRBt8D5nDY/igajZsn5hTQb0AzCvMJepingaCgJPUNjBExNDsthBqC0av1uB1NvLj/Y25Zew+pwamsunYVDsnNg5sfY1XBZ1zX5TbmDHoet9OKvy4QP98IXhUU9ASWA8NFF8OcJj5UqPhMbWR08yk2nVjJK7um02H/A6icjThU/gg4UYlWJKBeE0C+XxrR1nI2xF2HOnMWV0sO7Jog6hRqnGpfEnzbkuUbT6RX8Hj5nTCbzULXrl1Tf231tjlz5oR5mo3+XkRHR7evqKg45xJfunSp/6OPPhrxex7nQjidTmbMmBHdpk2bdmlpaRlpaWkZDz30UMtxBUHoMnLkyITW6wcGBmb169cvCWDBggXBgYGBWWlpaRkJCQmZTz75ZJhn3XvvvTcqLCysg2e/aWlpGTU1NUqTyaQYMWJEQkpKSkZycnJmly5dUj3NNR966KGIpKSkzJSUlIy0tLSMTZs2XbLHcE5OTuq2bdsMv/+Z+etRWFioSU5OzgTYtm2bYfLkybEAa9asMa5fv77lPP/rX/8KffXVV4Mvtp/fgzFjxsS/9957gQDDhg1r27op7d8J7/faL8AlulAr1DTZmtCpdRdsRNorrhcbJ27kqW1PseinRWw4voEXr3yRLlFdgLOuj9VppaS+hAjfCIxao9f18fLXRxRlR6e0FKqq5Jyc5mZZ5DQ3y5XaFArZ8fnii3MrssHZogRarVzJzWI5+xDwVaaae4YoOOprx98lFxEQJIn5G5QkVtt5YJiGIj/oHJTBO13uJSsgDbu5nqjodIxR8UiSxD+3Pc3z3z+HSlDjEp3gDACDjYihixm4w8qnjydz8ogClUrC5ZIbjtJuOcTthNVvYVAaePKpQjp1toO5lB7maQiSyIm0N/GNbIPNZcWg1hGoC8DpaGTWzlf51+6FXN7mchZe9QZHTOXM3TKbPaU7uaPXw0zOvoNmh4lAQyjbDcE8IwiUAd0kN22cFtaoDVjVRkZYq5hZ8z1ptbsIPf4OavtpJAScghaNqxHpzDlaHT2CbrU/ktBcQn7KPcSH9camMFCj1qFEQbw2kFBDG1SaCzb/9uLlV/PKK6+EjBgxol6l+nXTjUWLFoVPmTKlzmg0iv9+7V/PDTfc0Aj8oWWSXS4Xd911V3RVVZU6Pz8/z2AwSPX19Yq5c+e2iB69Xi8WFhbqzWaz4OvrK33++ed+4eHh55SkHD58eP3ixYtPVlZWKtPT09vdcMMN9UlJSU6AadOmVc2ZM6eq9fqPPPJIRFhYmNPTxHL//v1ajUYjbdiwwefbb78NOHjw4GG9Xi9VVFSo7Hb7f2VS4nK5+LXXxK/F6XSiVv85wbqXX3655fLLL7cAbNq0yejr6+seNGhQM8CDDz74qxql/lqmT59e/c9//jPi448/PvHfPO7/An8pp0cQhOGCILzZ2Pj7fm453U4kQUISJCwOC3XWugu6Pr4aX54d+CzLxizD5rIxcvlI/rntn9hcZxvb6tV6DBoDFeYKyk3lON0XLq/rxcv/exwOOHUKduyAbdugsFDO1amvl4sP1NTI7o3DAatWweOP/1zwgOzq+PrKld1aCZ6DMWr63+HD8LFOyvROBAlESeLJLQJrPnDxZZaeq8eDJSKY13s+w+cD3yZNG41ksxKX0FEWPMBru1/jsS2zUCu0suCxRoCmAZ+BLzH6YBCfzUri5BEVarWEy3Um7E1tgUEPQUUnjMfHM+/5Ajp1tiOZK+hpnoZSsnMi9XUMkW1xSy4kINI3HLu9gds2zOZfuxcyMm0ULw1/ix/ri3lk3f3sLf2efwycx+Sud2BxmikzRjPZJ4QZgoBWErna2cxh4BONkd72Jr469TUvFX9E56NvEpk/D5X9NG6FBpBQSfJnTqExlZdTZjKs/Ct8EKhu9xTKsF7UqQOwKrXEKjR0NEQTaUzxCh4vfwiffPJJ8Lhx4xpAvsOdnZ2dOmjQoMTExMTM8ePHx7nPFCr57LPP/Dp27JiWkZGRPmTIkLaNjY2Kp556Kqy6ulrdp0+flG7duqW4XC7GjBkTn5ycnJmSkpLhcTkOHTqk7dGjR0pqampGRkZGel5e3n98F3vBggXBEydOjAP5rvjkyZNjO3XqlBYTE9Pec4cc4LHHHgtv165dekpKSsY999wT5Vk+cODAxMzMzPSkpKTM559/PsSz3GAwdLr77rujOnTokLZ+/Xrfjz76KPTtt98+aTAYJIDAwEBx/vz55a3HMmDAgMYVK1YEACxbtixozJgxdRcac0REhDsuLs5eWlp6yZl8RUWFOjo6umWykZWVZdfr9VJZWZk6KCjIpdfrJYDIyEhXfHy8E2D16tXG9PT0jJSUlIyxY8fGW63Wc8TQvHnzQqdNmxbT+vxNmjQpFmDhwoVB7du3T09LS8sYP358G4/L1/pcbNy40fdi423tSni2A/n6ycnJSR08eHDbhISEzBEjRiSIZwrXREdHt58+fXp0+/bt09u3b59+6NAhrWdft956a0y3bt1Sbr/99pi8vDxt7969kzMzM9O7dOmSunfvXh1AaWmpatCgQYmpqakZqampGR4n5oknnghPTk7OTE5OzpwzZ04YyA5O27ZtM6+77ro2SUlJmT179kw2m80CwPbt2w2pqakZHTt2TJs/f36LC7dmzRpjv379kgoLCzWLFy8OfeONN8LT0tIy1q5d63vvvfdGzZ49Oxxg586d+qysrLSUlJSMQYMGJZ4+fVoJssPmeX7x8fHt1q5d6wuyeJw6dWqM55p87rnnQgBEUWTixIlxiYmJmX379k2qqalpUZiDBw82b9++3c95kfYOf2X+UqJHkqQvJUm6zd/f/3fft0FtIFAXiFalxel2UmWuwuwwX3Ddy9tczsaJG7m+3fUszF3I4A8Hs7dib8vj5+f6mOym3328Xrz8KbjdcoGBvDy5rPSuXbK743TKro4nd0cUZQdn9WqYPVsWRuej10NAgFy0wHz2vVYdoGby5ACybnGyI9iCQgIRiXu/h+/fEjmaFETPKQK7IyUezprB1mGfMig4B5u5nrCwBNq074U+NAoEgSX7lzDzm7vQKvQ43XZojgRDJcoOk7ihbiBfPBhP6RE1Wi04na3yfLq/AP6lGHfM4/n5R0jPcCI1V9HTPBWV1MyJ1NcwRCUDEhanjSjfCKy2esZ+NZP381YyufOt3DPoOb6rzuOf6+7h6Ok8nhn2Ole3u57jThvPBLblBp0fxZLEQJeNeklktdqHTi4bn1dsY1HxYjpWbyGq8HkCKtciICGiRCk6EAC3oOTxzNkU+KVxd9ECbH7tqM6aR41fKg2aYKIUCjqqfYn2TULtGw/eIit/eW6+mdicHFJ/z5+bbyb2Use02WxCaWmpNjU1tSWm++DBgz4vv/xyaWFhYV5JSYl28eLFgRUVFaqnn346ctu2bUWHDx/O79y5s2Xu3Lnhs2bNqg4LC3Nu3bq16Mcffyz6/vvvDRUVFeojR47kFRUVHb7jjjtqAcaPH58wbdq06sLCwsO5ubkFcXFxv3k2V1VVpc7NzS1YvXr1kccffzwaZGF29OhR3YEDB/Lz8/MP79u3z/DNN9/4AixdurQkLy8vf9++fYcXLVoUXllZqQSwWq2Kdu3aWQ8cOFAQFBTkjoyMdAQGBl7StZowYULd8uXLAy0Wi5Cfn2/o3r1784XWO3LkiMZutyu6devWEk/vmUynpaVldOvWLQXgtttuq3nllVciOnbsmDZz5swoT2jTyJEjm8rLyzXx8fHtbrzxxrivvvrKF8BisQhTp05NWL58+bGioqLDLpeL5557LvS8MdZ//fXXAZ7/V65cGTR+/Pj6PXv26FauXBmUm5tbUFBQcFihUEhvvPFG8Pnn4sorr7zwBOrfkJ+fr3/ttddKjx49mnfy5Ent+vXrW8STn5+f++DBg/lTp06tvvPOO1uuzWPHjul27NhR9NZbb5269dZb2yxcuPBkXl5e/nPPPXdq+vTpcQDTpk2L6927t6mwsPBwXl7e4c6dO9u2b99u+Oijj4J/+umn/Nzc3PzFixeH7tixQw9w8uRJ3cyZM6uPHj2a5+/v7168eHEgwC233BI/f/78k/v27Su40PhTU1MdEydOPD1t2rSqgoKCw4MHDz7nPEyePDnh6aefPlVUVHQ4MzPT+tBDD7UIa5fLJRw8eDB/3rx5pXPmzIkCeOmll0L8/f3dhw4dyt+/f3/+Bx98EFpQUKBZsmRJwNGjR7WFhYV577///ok9e/a0nCelUkmbNm1sP/zww98uTNEb3vZvaLI34WngKggCvlpfDBoDJruJmuYaGq2NhPqG/qwym1Fr5F+D/sXQ5KHcv+5+Rnw8gtuzb+fe7ve29O7Rq/W4RTdlpjL8Hf6E+oS29N7w4uX/DaJ4tuR0ebns4jgcsqjx5PHU1spOjfbMDdhVq2DnznP66bSg18vuTn392aIFgE2v4tlhgTyXVotF0YDyjNi59Se4d5eC94dEkNPzNHYauL7tSB7sMB1/QY/N1IBfcCQhUcmo9WfD1T8v+JxbvrgFnVKH1WUBSwgE2SCgPdf7PcKa6dGUH9Gi1cpDbxE8xjLoNQ/tsZG8/GAIcXFuRMtpepqmoRYbOJm6EH1UupyeZLcQog/EbK1n1BdT2Vmxh5m9/8GQDpPYV7abeRsepM5Sw0sjPyA9rhfz1Xo+94tBBLq77RwRFGxQ6bjMZWNmQz7dq7ejdJvwrdpKQKVcYU5CLrugQL5jnm9MY2bnl1iy61bCrWWcjhlLedw4HGo/QlVaIhDQaYPA0Aa87o6XP5DKykqV0Wg8J5mnffv2zRkZGQ6AcePG1W3fvt1Xp9OJx44d0+Xk5KQBOJ1OoUuXLj+bFKelpdlLS0u1kyZNih0+fHjjqFGjmurr6xVVVVWaiRMnNgCccVB+c9f1ESNGNCiVSrp06WKrra1VA6xdu9Zv27ZtfhkZGRkAFotFUVBQoBsyZIh53rx54V999VXAmeetzsvL00VERDQrlUomT55cf6FjvPzyy8Gvv/56eENDg+q7777L94SodevWzXrq1CntW2+9FTRw4MCfha58+eWXgUlJScaSkhLdCy+8UOJxjeDC4W09evSwFhcXH1y1apXf+vXr/Xr06JG+devWgs6dO9sOHTp0eO3atcaNGzcaJ02alDh79uxTXbt2tcTExNg7dOhgB5g8eXLta6+9FgZUe/YZFRXlio2NtW/cuNEnMzPTdvz4cd2gQYPMzz77bOihQ4cMWVlZ6QA2m00RFhbmAnmyfbFz8Utp3759c2JiohMgMzPTcuzYsZbJ16RJk+oApkyZUjdr1qwW0TN69Oh6lUpFY2OjYu/evb5jx45N9DzmcDgEgJ07dxpXrlxZDKBSqQgODnZv2bLFd+jQoQ1+fn4iwFVXXVW/efNm49ixYxuio6PtPXr0sAJ06tTJUlJSoq2trVWaTCblVVddZQa4+eabazdt2vSL78Kfv/2UKVNqx44d29bz+NixY+sBevTo0fzAAw9oADZs2OBXUFBg+OKLLwIBTCaT8vDhw7qtW7cax40bV6dSqYiPj3d27979nLvrISEhrn/nEP4V8c6w/w3Xf3o9FaYKHu39KD1iewCyU+Ov88dX48vp5tMcrztOkC6IUN/Qn+Xo9I3vy6ZJm3hyy5O8uvtV1h9fz4tXvkhWRBYASoUSP60fzc5mmuubifCNwFd7UdfXi5f/DSRJFjomE5w+Lefs1NXJjo6nT47JJLs8brcsZAQBPv5YDmG7kNjR6cDHRxZIrcSOqFKyZFA4D3eupVJ9GpUICDD2EPzjBzWb+7Sh752nqXSX0Sf8MmZ3vpcUn1gs5nrcBonY9G4YjEGthi6x4fgGxq8cj1qhxepuBrsRRVgUorOYK1MXsmlaHOVHdOh08tM8Zw418FFQuHl64M3ExUm4LXX0ME1HK57mROpr6GLaAWBz2dGqtDRa67h69RQK6o7zyJXz6Zs0lMOl3/HPjQ/jcDl49ZrlFMR05zF9APUKFZmikxrge6WWTm47/zIVc3nVdtT2SpS2WkJOLEZrq2zJ1/F84kgIPJX5KKgDWbttOJJCy/G0R2gKycaoCSQZAYOgBkMk6KO97s7fjHffpfS/fUwfHx/R4XCcE1Fy/nekIAhIkkSvXr2avvzyy+JL7S80NNR96NChw59//rnfwoULw5YvXx60aNGik3/A0NHpdC1ves+NT0mSuPvuuyseeOCBmtbrrlmzxrh161Zjbm5ugdFoFHNyclKtVqsCQKPRiJ7clYyMDHtFRYWmvr5eERgYKN511121d911V21ycnKm2+0+58QMHjy44fHHH49dt25dYXV19TlzNU9Oz4YNG3zGjBmTPGrUqMa4uLhLVorw9/cXJ02a1DBp0qSGiRMnsnr1av/OnTvbVCoVw4YNMw0bNszUoUMH65IlS4Kzs7Mtl9qXh2uuuaZ+2bJlgWlpabYhQ4bUKxQKJEkSxo4dW/vaa6+Vnb9+63NxKVQqleQJexRFEadsswOg1WpbXhelUolLjjkGQKE4e6kJgtCynq+vrwjgdrsxGo2ugoKCw7/k+UkX+p46+1xaj0OyWq0KSZL+0DxtzzWpUqnwXC+SJAkvvPDCyTFjxjS1XnfNmjX+lxqL3W5XGAyGPzRP7n+Rv1R42++NJElcnXo15Y2nGLtiLNevuI59lftaHlcqlEQYI4gPjMfkMFFwuuCCoWp+Wj9euPIFloxaQqOtkeHLhjNvxzzsLnvLOga1AY1Kw6mmU1SZqy6YM+TFy5+KR+jU1MDx43I/nSNHoKREbiLqcXdMJjl/p6JCFjKiCO+8A//4B+Tm/lzw6HQQEiLvu7b27OGUSrb0jqPTfQYmdyvntFJ+vww6BjuX6hmp7sD100OZmXIUo08QS/ou4KO+C2gjBNBsNxOa2J74jB4tgsclumi0NfLNkW+4ZsU1KASVLHhcWpRBwxCbD9Ch44scmNqF8iP6Cwue6F2QtYSrI8aT1SYat6WB7qbp6N3llKYuQBcj38xwi25coovTzdX0WzGeo42lPH31uwxqeyV7ijcz+9t7AIHp13/B04lX8LxPCAYgQnSSp1ATIkm80VzGsrJ19C/9HKX9NL5Vm4gqfA61XT5HAmcFT40miKv7fMM1NT/w2L77seujKcyahxTWg2RtMImCgEFlAGMy+LTxCh4v/xVCQ0PdbrdbsFgsLbOvgwcP+hQUFGjcbjcrV64M6t27t6lv377Nubm5vp48DJPJpDhw4IAWwMfHx+2pNFZRUaFyu91Mnjy54amnnio7ePCgISgoSIyIiHAsWbIkAMBqtQqeam8JCQmZv+fzGTJkSNOSJUtCPOMpLi5Wl5WVqRoaGpT+/v5uo9Eo7t27V7d///4LVkAzGo3iddddV3PLLbfEec6Jy+U6Z1LvYfr06TX33XdfeU5OjvXne5IZOHBg8+jRo2vnzZsXfqlxr1u3zseTG2Kz2YSioiJdfHy8Y//+/drWVbz27t2rj4mJcXTs2NFWVlam8bweixcvDu7du/fPJjc33nhj/dq1awNXrFgRNH78+DqAwYMHN61ZsyawrKxMBVBVVaUsKiq64AfOHXfcEb148eKA85e3adPG8dNPPxkAli5dGtBa2FyKxYsXBwG88847gZ06dfpZSGBQUJAYExPjePfddwNBFlTff/+9HqBnz54mTwify+Wirq5O0b9/f/PXX38dYDKZFE1NTYqvv/46sF+/fhfNRwgJCXH7+vq6v/32W1+A999/P+hC6xmNRrfJZFKevzw4ONjt5+fn9uTrvPPOO8Hdu3e/ZBjgoEGDGl9//fVQTwGKAwcOaJuamhR9+vQxrVixIsjlcnHixAn1Dz/8cI6tX1xcrO3UqZPtwnv96+J1ei6BIAjc1uU2LnNF8Nmp9bxStISrPrqKwfGDeKDXg6SFZQBySerE4EQarA2cbDyJVqkl2i/6Z1Xe+if0Z9OkTTyx9QkW/LiAdUfX8dLgl2gf3h4AlUKFn84Pk92E2WEm0hiJQf23C7n08r+G3S7n4zQ0nC0T3dQkh7HZ7XK/HJVKdnqqqmRHx9dXzt156y1ZFF0IrRb8/eX92M5+9kpKJYVZsdzd18K3xpMtd2a6nYLHfvJFkdmO2ZPq2eA6QLAygKc7PsyNbUciWS00meswRrYhLLwtapUGSZKwOq002hrZdmIbH+z/gG+PrUOr1GFxmUFUopQexm15krDUqVTdOZ6qY3r0+nPMphb0o2agVQVzS9pNuK1NXGa6HR/3SUqTX0IT01kevyTR7LRS2FDCTV/fhRt47ZrlJAQksPXoWuZtnoW/bwRR479iXmg6RtFFmOigTKEhye3gJUsFg5oK0TcWIbibEWxVRBa/j8ZejVtQo5CcLQ6PAGwO68u+uOtZ8eNN6GwV1Ib0oSFxCjGGCIwKlXz+dCFyOJva6yJ7+e9y+eWXN65bt8535MiRJoCOHTua77vvvpiCggJ9t27dTBMmTGhQKpUsWrSo5LrrrmvrCTd6/PHHyzp06GCfNGlSzZAhQ5LDwsKcL730Uuktt9wSL8o145kzZ84pgA8//LB4ypQpbebOnRulVqulFStWHAsMDBQlSbroZDkrKyvDcyd8+PDhdR06dLiouPAwevTopry8PF3Xrl3TAAwGg7h06dLiMWPGNL755puhKSkpGYmJibasrKwL5uAAvPzyy2X33HNPVFpaWqaPj4+o0+nEa6+9tqZNmzbn5CElJiY6H3vsseqL7cfD448/XpmdnZ3x1FNPVYCc0/PJJ5+0lD9evXr10aKiIt2MGTPaAIiiKAwcOLBx0qRJ9Tt27DDMnDkzrqmpSalUKqX4+Hj7Bx98cMJgMEhvvPFGydixYxPdbjdZWVmW+++//2cVxkJDQ93JycnWI0eO6Pv162cB6NKli23WrFllAwYMSBFFEbVaLS1YsOBkSkrKz3p1HD58WD9q1KiG85ffeeedp4cNG5bUvn379Msvv7xJr9f/IkfCbrcLHTp0SBNFUfj444+PX2idZcuWHZ8yZUqbefPmRbpcLmHUqFF13bt3t77++usnJ0+e3CYlJSVEoVDw6quvnhg4cGDz+PHjazt37pwOMGHChNM9e/a0FhYWXvSu0TvvvFNy6623xuv1erF///5NF1pnzJgxDddcc03iN998E/DSSy+d41S+9957xdOnT28zc+ZMRVxcnH3ZsmUll3rO99xzT01JSYm2ffv26ZIkCUFBQc6vv/762IQJExo2btzol5qampmQkGDLyclpEWulpaUqrVYrnX/N/R0QLmXf/X9DEIThwPCkpKQpR44c+d32W5T7Lb7+oZidzbx9+EPeKFyK2WVhVMIQ7ut+H/HhqS29RNyim0pzJaebTxNsCCbMJ6wlh6c1G45v4MH1D1JjqWFmt5nM7DbznLwgl+jC4rQQqAskxBCCUvGzmwJevPxxOByy0Kmvl0WOQiE7NtXVZ0PWdDr5d1WV7NAoFGA0QkEBrFwpr3shNBq5QMHp0+e4PpJSQXVqLI/2F1kSdAqXICEJkFkF/9jvR3hKZ95r28Qn0gEQBG5NvZ67Mm7Bx62g2dmMKjiE8IhkfPR+uEQXZruZ0sZSviz6ko8OfUTe6Tx0SgPJ/pkcrNsNkgCnXoXEh9EGpOL/0kaqi/zQ6SRstrNBYzIC8cNfp6TL7dyf+jiDAvvRrekOjM4iTqXMRxXXo+V51NjNbCzbzaxNj2HUBvDq6I/w0wWwrmgNL2+bgyEkjeYb16HwDcPodlCn0tFGdHKHrY6hzcfRWMpQW8pwAUFlXxJUvRGX0gelu7nF2bErNGhFB8sTbyNLFEk+8SEgURt3A6qoofjpw1BJIijOhLMZYuS/vfxlEQThJ0mSslsv279/f0lWVlbNxbb5b7Bjxw79c889F7Fq1ariNWvWGF944YXwzZs3H/2jj7ts2TL/Y8eOaWfNmvVvhYOXP4devXolf/fdd7/LZC06Orp9bm5ufmRk5K9rCPU34sknnwzz8/MT77nnnj/1s+GPYv/+/SFZWVnxF3rsL+X0SJL0JfBldnb2lN9zv1aXDb3oxlftw91ZU5mUdh2vH/6Ad4o+5ouSb7kufhh3Z99JZFhblFrZ5QnSB1HaUEqRrYhwn3AC9YGolWcnHQPbDmTTpE3M3jybF394kW+PfcuLV75IuzA5H0ClUGHUGGmyN9HsaCbSGHnB/kBevPxuOJ1ySej6etnBUShkgeJ0nu2xo1DI+TkulxzSVl8v987x9ZULE3z7rewCgXwjoPVNFbUagoPl/bQSRJJCgSkxhvl9tLwUUUyjSv7OimuARw4FkJiUw9rBVt5jN/ViM8PiBjIr6y5i1UFYbc2Y/XwIic8iwBiK2WHmWO0xDtcc5tP8T1lT9BW11hqCtWFkBHTmZPPRM4IHOPgqDHgDoUmN77sfXUDweBC4rPcRjlz2BMnaNPr796Nr010YnQWUJT/fInhcwGmXnY+PrOXlHc8R69+GBWOWoRAUfHxoGe/tfA5lbA+arv8Sf7WBRkGBVqFkjrWakeYStPZaVNZyRNGK0FxKm5L3UTnqMKsC8HU1IAEuQYldocEtqMltO4UrGg8ReHorDm0YpqQ78A/ORqvxB9EBKqMcyqYLBsEbyezlz6Fnz57W3bt3N/3a5qS/luuvv/4P7bnj5bfzewkeL/8ZAQEB7ttvv73236/51+Mv5fR4yM7OlnJzc3+3/a3b8i56v0D81Ub8NEY0Z+6YVllP80ree3x49FMUKJiUMJIZ6ZMIjmgLej1upYI6ax2Vpko0Sg0hPiH46/x/VqFt3bF1PLThIeqsddzV7S7uzLnzHIHkdDuxOq0EG4IJNgSj8E5gvPxeuFyy0GlokOO5BEEOO1Op5GUnTshha1qt7OxYrXLYmskkixiXSy5N/d13sjsEZ10hDxoNBAXJYqe1s6NQYGkby0c5ep6OLaFEL4e4hTTD/fmBZLTtxqFQeEfK5ZhYQ6egTJ7ocj/ZAem4bM1YtEq0wRH4GoNosDZQZioj/3Q+q4tWs6l4M07RQbg+GrvbSoPjbJsLpcuIe9cLKKbsQMxbjN+Pq2n6ZtiZKm2tBY8cRDZgwElCxv2T5RVv8nzma9wkvUOgcz/lyc8gtBmACJiA06KLxblv8+5Pb5MV2ZF5V39Ag8PKy3kfs/PHFyH5KnzGfESz1o9gt4OpjnrGNZ9E52xE6agH+2ncLjuRZavxO70VkzYUraMejSRPFo/6JtLWfIwan3hs4QMJrdqEvvk4Nv+OSIm3ovfPAIVSHrc3nO1vx/+q0+PFixcv/00u5fR4Rc8v4Nst7xDsH4VdcuAW3RhUegJ1/ugUWgRBoNRczvxDb7Ky+Cv0Sh1TEscyNXEcfsZQ8PfHqhKospzG7DSjU+sI1gfjp/U7J2StzlrH7M2z+bzgc9qFtePFK18kIzSj5XFJkmh2NKNSqogyRqFT6X635+flb4bbLYuXhgY5hE0QZGGi0ciP1dTIeThmMxgMsuAxm2Wx09ws/19ZCevWyf14PAJHpZJFkAe1Wi5QUFl5rtgRBKxt49jYyZ+no4/xQ6Ac/u7jgJmFAXSKu4yqUB1LXXv5QTxBlD6cRzvPZGT0QFwWMw3YsfsbQKfH7rLTZG9id/luvij6gr2Ve1EKKvQqA2ZnEwICCkGJW3Khb07BtvFhpNLr0Xy8BMf229CdeATbe/9Eo5Vw2M+/mSAx+KojjL6piDsPX0O3wJ58Gm4m2JlLRdJcpPjBWIB6wOZ28cp3z7Hy8Ep6t+nDw8MWsctl49U9b1O7+1UU7ccjXv0+fkjcYC7jFsdpfN0WBJcVwVaF223Br+kIYSUfoHA2ctKnDW2aixGARpUfBX6pdKvbTX1AFg7/ToSUfYrCbcERcRWa2OsQ/GJBdIFC4w1n+5viFT1evHjx4hU9v5kfdi7HoVWjRIlOqcUhOXCKbjRKNYFqP3zUBhSCgiONxTx/8A3WnNxAgMaPO1IncFPc1ehVOkSDngatRI3bhCiAVqklWB+Mr9b3HOfmmyPf8PDGh2m0NXL3ZXdzR9c7znF9HG4HdpedUJ9QAnQBXtfHyy9DFGWh09goCxhJkkWOp2+O3S6HnJ08Kf9tNMqOTWOjnHtjsciiJi8PNm+GU6fO7lujOevygBzuFhYmOzutHB9JELAlxLKnfQgvhh3j88hGRAHUItxyzJ8ekTk4QgJZ48zjS/EwOqWOOzInMynpGkSLhVqXCZOPCp1vACBgdVtZd2wdn+StoNpShUpQ45LkvEw/TQBmRxMiIj6Vg2he+wjqqt6k/cPCybEFNK7og7K+O+7569CoFZxXVReQuHrMQSZNcvDaqdlsO72RnYnt6CLspTLpCazxw2SxAwguO09snM364xu4Ku1qRg58niUqHdu2PAb73oecOzFc8TzXNJ3kuqbjxGs0KHAjOBtw2+rQuJqJKF2BT+1OSg3xBNmq8BGtSMAnsWPpWfsjUZZTNEYMQikJGKu+RVL7I8WNRxl1BWhDQHSCyhd840Eb5A1n+xviFT1evHjx4hU9v43aWoqO7ULrH0SDvYlGp6lF/Ii4sbodKAUFARo/jGpfVAolh+oKmHdgIZvKdxCmC+auzFsYH3cVGlHAJjmpVtiwaZUodDpUCjXBhmB8Nb4t9d3rrHX8Y9M/+KLwCzqEd+DFK18kLSStZUhydahmNAoNkcbICxZK8OIFSZKFTlOTHI4mirL7otW2FN7AYpFLS586JT/u5yf/rqs7G/LmdML338s5O6ZW1TrPdu2UUShkZ6em5mdixxEfQ167SJYaj/F6Qi1WNShEGF3ux1W+nSE8gu+dx1kq7ccqORndZjC3pF6Pj6jEJbox+ahQ6A3otAYqTZV8cvgTvjn6DS7xrLMUqo9AEASqLRUoJR3agglY1j9AgKINSY81UTy8itrCt2HP2whWI9KLe1A5QnE5zy8SIjH+hsNcPbaRKuEIM/dO5u6QWF4MLKWs7Sxq2o7CDGgAu93Mfd8+wK6yXYzuOBnDgHms0BiwfzYBClehunw213a5heGn9xIjiAQZAhFcFkR7HWp3M0ENBzCeWIrC1UyeXxodGg8hABW6CN5MnsGjeXNRKNQ0RV2NvmEfuqY8RJ9EFAmTILgHqLWyw6MLlQWP6oKVcr38DfCKHi9evHj5G4meP6J6m+OKAVBQgPX6sVhHDcMWYKTR0USDowmVoJJdHEnEJtqRJAmj2gc/jRGdUsuu6r08u/81fjy9l1ifKO5pP4UxcYNROF00WOqokywofP2R9BrUWh9CfELQq/Qt4mdN0Roe2fgIZoeZe7vfy/Ts6efkA9lddhxuB2E+YQToAv7Qplhe/p/QumloY6MsPlQqOR/Hc314eumUlsrujkolFyKw22Wh09Qk76OqCrZtg/375bA3T2GCsw1sZAQBQkN/LnYAR5sYjrSPZotQwtzUKqp95Qf61fgyXtkZdUg4h4RqPhT3UCmZyA5qz53tbiFRGw6ihEmnoEkj4aMzsr9yP+/vf58jdWff20HaUOKMCZwyl1Bjq0bnCkf6YSb276YTHa0h7uEmDvfIozFvEeR/BpICZcE43OsfQ9WUfEHBM/2WY/QcVk5YgIGZP02m3naEo20c1CY+xKnEcagALXC6uZY7v7mbotP59O/9MAf7PEG1ywYfj4SSzXTqN4fH47ujsVTgrwskQKNHctahcprxd9SjKV1BUO0PFPqmEGM9hY/bggS8mHoPXZtL6X1qJQ5DLOawAfiXf4nCUYcQejnEjYOA9iCJIKjAJwYMUd5wtr85XtHjxYsXL5cWPX+pGAhJkr6UJOk2f3//322f113RxBUjGtn0xcsE9xlM+L2PEb33GG0MURjUOszOZhyiE4NSj0Gpx+Kycqq5grLmCtoFpbFywJss7fsKgVp/7v3hSQasvZ6vT+8kICiKGL8Y1OZmpPJyqCinvKKIsvoTWJ1yu4BhKcPYPGkzg9oO4tnvnuXqZVdTVFvUMjatSouPxofq5mpONp7E4f5ZGXwvfwckSRYsnqahJ0/Kokavl8PU9HpZmLhccqjavn1yk9DGRrlPjkIB5eXydpWVsHs3vP46vPQS7N17Vsh4QuFaC57gYHn76uqW9STAERtF4eCurG0rcm2bH7mziyx4OpgMLKjJ5rrQPhSHqXha2sLz7q1odL7M7/Y4b3SbS5IqjDrBQbHBTq3axbLDyxm3chz/2PwPjtQdQac00DNiED0jB2B1WdhXswt7bSTKVUuxPV1KQsNUur9VQ+NHn/K9MJrGFYNQHN4AO++H+cW4P16KsvHCgue+20/Qb0QNwf5a1pd/TYE5j3nBDsoT76MscRwGQA0UNZRy0+opHKktImLEW2zs/zTV1gb4oD/Cye3c1edR5keno7JUE6gPwk/pBvtp/O1N+NbuxjdvLj51P5FvTCXFXISP20KVNpQHLlvGlLIv6X1qJZagHGwB2QSeWIrCbUOIuQESp0FgFkhu2dXxTwWfOK/g8fI/i9lsFrp27Zr6a6u3zZkzJ8zTbPT3Ijo6un1FRcU5FYWWLl3q/+ijj0b8nse5EDk5Oanbtm07pwHf+eNZs2aNsV+/fkkg91Tp169fUmpqakZiYmJmnz59ki61/8LCQk1ycvLv2pT1r8y9994bNXv27HCAu+++O2rVqlVG+Pl116dPn6Sampo/tHeIwWDoBFBeXq7q3bt38h95rL8rf6mS1X8E3buP40X3c4y+rpkYl5ZpP25jyh3riQmOIWjcKOqvHkydn5Imhxm1Qo1OKRcYcIpOyi3VqAUlnUM68OWg91lXvo1/7V/I1O8eon1gGg9m3U6fiMtocpqpNdegaTAhNpgo11SgDwwjKCCCEEMIbw5/ky8Kv+DRjY9y5YdXcn/3+5maPRWVQoVCUGDUGrG5bJQ0lBDuE46f1s/r+vwdOL+XjlIpuzD680qb22yy2KmokMPZdDo5jM1ikcWOzSb32dm5E378URZMGs3ZKmweZ6e12PH3l3ODas+teumMiaQ4LYr6xgr+EbabjQmAALE2LZOaUwnUB3I6QsUG6RDfu04QoPLl4fTpjIgeiNPWzEn7aUxagT01B/ny6Jccr5f7yykEJRmBnekc2p2ihv18X7UJSZLwqxyK9atHsFTm0L5nJZqPfuJg6GYKDiyCYydQiom4176CuG8SOIzofRzogh3U157bW04QJB69q4ReA504dE7sTlhS/AzZWris3Z2YEsejByzAnuoCZq+9hyZHM+L4r6loOxAaSjAsHoizqZS5fR4gJ7oLzaKTILUaXyz4OhwItiqayleRcXo7Rb5JxLsspJsK5dyd+BuJ1sczL3cqCreVxqgRGKwVGMo/B10MxF4LEX1B4y/n73jD2bz8P+GVV14JGTFiRL1K9eumG4sWLQqfMmVKndFo/EUNKn8tN9xwQyPwh5a5/jXC76GHHoru379/k6dR6Y8//vhf6V3hdDpRq//7N1NcLhe/9lr5rbz00kvlnr/Pv+62bt36h/eW8hAVFeUKDw93rlu3zueKK664aKNbL/85fymn54/ggZ4PsKHf+7zT+3nio9sxq6ed2AeUTLzSQv6yV4jtP4K0h58n5UAZWlSYnGbsbgdqhRpflQGVQkWNvY6TlnIuC+3EN4M/5OXuc2h0mJiwZSbXbLyNosbjxAbGovDxxaHToEeFs7Kc0oJdVJXk4TA3MiJlOJsnbWZAwgCe/u5pRn48kqN1Z9+DOpUOg9pApbmSU02ncLr/do12//pIkix0GhuhuFj+qamR83SMRrnSmuLMW1oUZUF07Jjs1hw/05zax0cWO5WVshDKy4P33oN//hM2bJCPoVTKx9GcEQatxY6Pj/x4Y6Mc8nYGZ1Q4x/p1pMRP4mnfn+gxpJyNbcHfrWJqYyr327MxBkey1beGee4t5Epl3JhwNZ/0e4O+gZ0pa65ki6OIfxW+w5R1t/Py7pc5Xn+cUF0E17adyi1p9+AQLXxY9Bp7q/bikz8V6aWjuD76lJxOwXRctpb8e55l1/ErsG5/FEV1HHy8CvfcQhS5txMarCA41IG1WX1BwfPEg8UMukKNqK9FktSsPzaFSpeNh9pdjSVlMjagElhXlst9X91BAyBO2gJtB5J1YiuBb+WgMFcwf+ATZMd2x2RvIkThJEKlINBhJq/pEAGH55BQu4sqXSQp5qOoJQfNSgMr2z3LEIeZHvlPIylUWGLH4VeXi7p+NwR0geQZEHUlqI2AQhY7filewePl/wWffPJJ8Lhx4xpAdjCys7NTBw0alJiYmJg5fvz4OPeZz5HPPvvMr2PHjmkZGRnpQ4YMadvY2Kh46qmnwqqrq9V9+vRJ6datW4rL5WLMmDHxycnJmSkpKRlPPvlkGMChQ4e0PXr0SElNTc3IyMhIz8vL+48TXRcsWBA8ceLEOIAxY8bET548ObZTp05pMTEx7d97771Az3qPPfZYeLt27dJTUlIy7rnnnijP8oEDByZmZmamJyUlZT7//PMhnuUGg6HT3XffHdWhQ4e0jRs3/sc15CsrK9WxsbEtYRzdunWzAoiiyNSpU2M85+Ktt94KPH/bDh06pOXm5raUes3JyUndvn27oampSTF27Nj4du3apaenp2d8+OGHAZ5zMGTIkLb9+/dP6t27d8qlxuVxJQDee++9wDFjxsTDxc/dpV7788/RwoULg9q3b5+elpaWMX78+DYesbhy5Uq/jIyM9NTU1Izu3bunAFRVVSkHDhyYmJKSkpGVlZXmEYX33ntv1NixY+NzcnJSY2Ji2j/11FNhnvE+9NBDEfHx8e169OiRcuTIkZZrZcyYMfHvvfde4PnXHZzrxj3xxBPhycnJmcnJyZlz5swJA9lha9u2beZ1113XJikpKbNnz57JZrNZAMjLy9P27t07OTMzM71Lly6pe/fu1QEUFBRoOnbsmNauXbv0u+66q+VaAhg5cmTD4sWLgy/1Gnj5z/E6Pf8Gq9OKSqFkcGw/Bsf240hjMR8cWcEK1RqWTYFOdn9mbN3B9VM3EBoZTePY4Zwa0pvGAC1qhQatUoNBqUeSJBqdZursDfQKz2HQkMtZVbKWl/PeZvSGW+kb2Z0HO9xOG2MMtbZ6VD56jIIGi7keU0MVAVp/AkJjeGvQK6xOXss/Ns/iiiVX8GDPB5nSeQpKhbLF9bE6rRTXFxPhG4FRa/S6Pv/fcLvlUDSXSxYfHpfF6ZRFiUIhh5oZjT/f1uU6W166tvasU+OpxGa3y8UJfvxR7q1TWiqLmICAs5XdtFp5DK2LFOh08vGbz73p5IwM41RiGEJlBUvFfTwzCmxq0IkKRjfHc7ktAnegH7s1taxyb6NBtNI/JIcp6TdiQMnh2gK2NO5j06ltNNnlpqYqQUV2aG+uiL6GI+a9bDz1OTW2agyuaHTf/wvbd1PxD1bQcXgBTSM3sdf2Fc681YACoXEc0vJ7EMu64BvoxC+hmYYqH05X+HCht4FCIfHPh4/To7cOwdfMaZuTqNp/8c7pQoaHJRCVM5tKwAm8VbqbNd/eC74RcOO3ZGkM9N39Eu9vehyloOTFwc8R6xeKxVxKgk8gIQolm0Q7MSeXclXVRir00fg6TYTbKgA4GtARfdRwhp/6BF3DHpy+yRDYEZ+yz+R8nairIWoIGFMAAZQGMCaANpgLPhkvXi7BzTcTe+gQhn+/5i+nXTss775L6cUet9lsQmlpqTY1NbVl0n7w4EGfvXv3HkpJSXFcfvnlyYsXLw4cPHiw6emnn47ctm1bkZ+fn/iPf/wjYu7cueHPP/98xeuvvx6+devWosjISNf27dsNFRUV6iNHjuQBeMKNxo8fn3D//fdXTpw4scFisQhut/s3v0GqqqrUubm5Bfv27dONGjUq6aabbqr/7LPP/I4ePao7cOBAviRJDBw4MOmbb77xHTJkiHnp0qUl4eHhbrPZLHTq1CnjxhtvrI+IiHBbrVZFu3btrB4X4bHHHvuPxnHHHXdUT548ue3rr79u6du3b9P06dNr4+PjnYsXLw44ePCgPj8/P6+iokKVk5OTfsUVV5hbbztmzJi6pUuXBmVnZ5efOHFCXV1dre7du7dlxowZ0f369WtasWJFSU1NjTI7Ozt9xIgRTQB79uzxPXDgQF54eLj7wiP6decOLvza33TTTfWtz9GePXt08+bNi8jNzS3QarXSjTfeGPfGG28Ejx49unHGjBnxW7ZsKUhLS3NUVVUpAR588MGorKwsy4YNG4598cUXxkmTJiUUFBQcBjh69Khu586dhQ0NDcr09PR2DzzwwOldu3bpP//886CDBw8edjqddOzYMaNTp06W1uOfNWtWdevrrvVj27dvN3z00UfBP/30U74kSXTp0iV9wIABppCQEPfJkyd1H3744fEePXqcGDp0aNvFixcH3n777XW33nprmzfffPNE+/bt7Zs2bfKZPn163A8//FB0++23x916662nZ8yYUfvMM8+Etj5Oz549m+fMmXOOEPLy2/GKnn/D2BVjOVp5mOHxVzIqfghJfvE8lf0gD2fdwcrir/jgyApuuaKO+6/Uc/MxFzPefYMOC96iuX9vykYOoKpLKhqVDo1Sg16pAyXYRTtmazP9o3syNLY/K4rX8NrhDxj67QSGxvbn7nZTCFD6YXZZMeiNCAiYXFYayvIJVPsy3JBFj5GrePjHfzJ321y+PvI1Lw5+kcTARAD0aj1u0U2FuQKTw0SYT9g5Za+9/A8gSeeKG4+wsdnOOiiCIIsVpVIuNqC9xM1Lm+1seemmJnn/nuahdXXy79pauZGoJ4TN1xciI+V8nNpaef8ulyxuPGNUqc4WR2iFPTyEkoQg9BXV7Gg8xMwxUK8HpQRDbbFcbY5GMPhQEOpgpfQDJ10NpBnieCz1RgwqHV+VbmRrzW5KzS3RBATrwrgy+hoSAzL4vnot8w8+jM1txb85G9W6V7EcGE18ej1Jt/1Iee9d7Kz/EvfBH0EdAKfvgw/vRGGOITjagrKNmapSX8z1Z12d82u2KBUSz8w6Sk53A4ogiXxLDTlNrzPv1FdIgpLRgxZQCxQqDcw5uQPT1zMgrB1tRr7LLdV7EMt3Me/71/DX+TPvijmEKtUorFVk+oazW2OksPEQdx+ag1p0YlH5EmktQwJEoDxmDCGGBHyPv4PKVoEz9HLUElC6ArShEH0NhPUCfYR8HehCwTcBVL/rnNWLlz+UyspKldFoPGfS2L59++aMjAwHwLhx4+q2b9/uq9PpxGPHjulycnLSAJxOp9ClSxfz+ftLS0uzl5aWaidNmhQ7fPjwxlGjRjXV19crqqqqNBMnTmwAMBgMEnJq4W9ixIgRDUqlki5duthqa2vVAGvXrvXbtm2bX0ZGRgaAxWJRFBQU6IYMGWKeN29e+FdffRVw5nmr8/LydBEREc1KpZLJkyfX/6fH99ysHDNmTFOvXr0Ofv755/5r167179KlS8bBgwfztm/fbhw3blydSqUiNjbW1a1bN/N3331nyM7Otnr2MXHixPqBAwemvPjii+WLFy8OHD58eD3Ali1b/L799tuABQsWRADY7Xbh6NGjGoDevXs3/RbBc7FzBxd+7W+66ab61udo7dq1xkOHDhmysrLSAWw2myIsLMy1ZcsWn5ycHFNaWpoDwDPGXbt2GT/99NOjZ45ruu2221S1tbVKgCuuuKJBr9dLer3eFRQU5Dx16pRq8+bNvkOHDm3whK1dccUVDf/Jc9uyZYvv0KFDG/z8/ESAq666qn7z5s3GsWPHNkRHR9t79OhhBejUqZOlpKRE29jYqNi7d6/v2LFjEz37cDgcAsgC85tvvjkGMHXq1Nq5c+fGeNaJiopyVVdXnxuW4OU34xU9/4bBSYN5pTKP5w++wQsHF9EpuB0j4gYxIv4KJiWPZVLyWHZW5/J+0QpeYgvz7xYYbI3kzrW7ufKOLbSNjqJq5CBKr+qNEBaGRqlBq9CiVWhxSU6anGaGxvZnRJsrWHZ0FW8XLmPtqS2MbjOEqekTEERQokCvNiCp9DS6rTTaqgiy6Xmr3SOsCuvF7H3zuWLxIB7q9TC3dLoFpUKJUqFscX1KGkpaXB8v/2VE8aywcTrPChuH49xZuFJ5NidH8QujTj29d2prZcFjMskTZKVSdmmammQBdfQorF8PBw/K/0dGygUISktlZ8fTlNQTby6K8n48xQ+QZxACYA4L5EScH4FldVRUFDFpFJwMAEGCbvZQbjQnolNqqQxRslKRz36xnFCVP9PaXItDdPPm0WUUmopbnoKAQIfgrvSNGoFCgG2VX7Hs2BsICPhVDMe25lFMlV1I71ZG3OxPKEr5gY2Vq5AOnwSfRCh/Bd6fhMGgJzDKgrnaTvUJn1YjvjBqlcizs47SrrsPtlCBBksTnWsX0tzwMcvMMK7zZCT/NtzvH09R7puw/n40cb25u/N1pB5fQ2FTNS/ueoNov2ie7vcwIUo3BkmkLjCFh7S+TD8wi2urNmNSB6ITTQgiuBFwqvxwxE/Ax23B/+irsmETMwp1/T5oPg7GDIgdB0EdQOUnFyjwiQVDtLdYgZffxKUcmT8KHx8f0XFeE6zzIw8EQUCSJHr16tX05ZdfFnMJQkND3YcOHTr8+eef+y1cuDBs+fLlQYsWLTr5BwwdnU7X8gHtqXIrSRJ33313xQMPPHBORbw1a9YYt27daszNzS0wGo1iTk5OqtVqVQBoNBrx3+WoBAYGumpqapQeV6G2tlYZFBTUIhbDw8Pd06ZNq5s2bVpdv379ktatW+f7SyrvJiQkOAMCAlw//vij/rPPPgtatGjRCc/zWLly5dGsrCx76/W/++47H4PB8Ityp1q/jlar9ZwX9ULn7vxtWv/f+hxJkiSMHTu29rXXXitrve7SpUv9LxS1cqHzIAiCBKDValseVCqVuFwu4ULj+E+41HnXaDStjydZrVaF2+3GaDS6PO7T+SgUigvu0GKxCFqt9g/NY/s74s3p+TfMyJnB4m7zWNr3VSanjOO0rZYn9s4nZ9Uwrt90Ox8fW01GQApv9prH9yO+4M7Mm9kdaGHoqGZSngxhQU8lxrc+4LLhU0l54FnU277D6ZI/Z1SCGh+VAbVCjUN0MiphCGuu/IBbUq9jTekGhn57I2/mf0iDvQmzsxkREYPKgE5toFZhp5QmrojsxYY+79IrpDNPbn2Saz4eTXHdsZbx69V6dCodZaYyKkwV5/Q18fI74gkH8xQWqKiQ82iOHpVzb0pL5RLQzc2ymDAYZKfF86PXny0e8O9wOuVjFBfL+y8vl/erUMhjqK2VH9+xA+bOheeeg0OHIDERUlNlN6ikRBZHcLY62xmHSVIoZEEmii23S5tD/DnSIRaH24Gy5ARDrzbRbzKc9IcUh5F/1XVhijkVt78fHwWV8TibKZBOkxOQSbhPOG8e+4R3i1dSbJG/x3RKHQNjrmZWpwVkh/XiixOLefHALA5W5eGbNwNxfgn2Dz/hsk6+XPHMQhpueZhvNFM5dmQBkqYNnPgcHi4geO0UopPdOCwCZYf9aKw53w079/vEoHcxemgVC144TsLlPrjCBNxON/FVz9HJ9hHTGwIJ8gmlpM9sbg7OoGjLHFh/P2lxPXk3qSfxptP8VHeS539cSFJwIgv63UecUqJeHcLc2CtY31zA+xsH0qt6B05Bja+zHpcgf5m7jamYk2cimIoILH4XQROAEDUcoXIDWE5C6EBImgaBHWXBo/aDgAzwaeMVPF7+XxIaGup2u92CxWJpmWUePHjQp6CgQON2u1m5cmVQ7969TX379m3Ozc31PXTokBbAZDIpDhw4oAXw8fFxNzY2KgAqKipUbrebyZMnNzz11FNlBw8eNAQFBYkRERGOJUuWBIA8AfdU3UpISPhdq5gNGTKkacmSJSGe8RQXF6vLyspUDQ0NSn9/f7fRaBT37t2r279//3+UcNejRw/TO++8EwxyIv/SpUuD+/btawL44osvjJ7nU19frzhx4oQ2ISHB0adPH9PKlSuDXC4X5eXlql27dvn27t37Z0nv11xzTd3TTz8dYTKZlDk5OVaAfv36Nb3wwgvh4pnP/h07dly0OMLFzmFwcLBzz549OrfbzerVq3+WT3QhLvTan7/O4MGDm9asWRNYVlamAjlnp6ioSNOvX7/mH3/80VhQUKDxLAe47LLLTO+9914wyOIzMDDQFRQUdFGx0L9/f/NXX30VYDabhfr6esX69esDLrRe6+vu/O2//vrrAJPJpGhqalJ8/fXXgf369fvZ8/AQFBQkxsTEON59991AkHOxvv/+ez1A586dzW+99VYQwFtvvXVO/s6hQ4d0KSkp1p/v0ctv4S/l9LTq0/O77jdQ68/loW3pFt6JO9Ins6f2IBvKt7OpbAfbq3Yxe8/zXB5xGSPbXMHtGRO5K/MWvi7dyHtFn3B/+kFmZ+q4rimOO1cdpOPMndijwim/uj/1IwdDeDhKQdmS92MX7dyYOJqRcYNZeuxzPj62mhXFX3FD4ihGxg8mWBuATqnDR2XALbmpdjai0qp4rdezfHNiA7P3vcjAJYN4tPNd3NTlVhR6A0qFEj+tHxanhZL6EiKNkfho/mZJ0K3vznj+/qXLPH9L0lnHxuWSXRa7XXZuPMLBk3PjcW48wsKDw3HW5fHsv/W25x/v/MdFUXZnbDb5+J51TCZ5TE1NckGCbdvk9YxG6NxZHmdhobyOpyKPJLW4ORKAICBIEsIZsSMAtiA/asON+J+qwfd4I9eOEdgQLz8Y7tIxxZxMG4cRwVfPWt8qvhJ/xCY6CVb7U+80s6shD1+VDxqlBpvbTqA2mN4RQ8gKvoz9dTt59fCT1Ntr8HG2wbDzRSzfTcE3CPqNKECZ/Ta5/EBD43o4JUD0ONh0D8pPuxDW1oYtyk7tSQNym1CBs+7Oz3/Hxdi5ZkQTnTq6CAoGe4QBg17WeYHVz9HN9h4vCJ04YN6LMPJ9dvlEolo1EdfBjxgS34MJyf2oE9V8X53P0oMfkx3Rnhd7TqVeE8izoZ04qhB454cJ9KjZiU1pQCPKKQwWlS96VzPNkUMxB3Ql6NQnqE354N8BQRcOpZ/KBQriboTQM+FsKgPow7zhbF7+Elx++eWN69at8x05cqQJoGPHjub77rsvpqCgQN+tWzfThAkTGpRKJYsWLSq57rrr2npCfx5//PGyDh062CdNmlQzZMiQ5LCwMOdLL71Uesstt8SLoigAzJkz5xTAhx9+WDxlypQ2c+fOjVKr1dKKFSuOBQYGipIkXfSWflZWVobnjv/w4cPrOnTo8G8nmKNHj27Ky8vTde3aNQ3AYDCIS5cuLR4zZkzjm2++GZqSkpKRmJhoy8rKumTFrVGjRiWrVCoJ5Invhx9+eGLy5MlxqampGZIk0b9//6bp06fXAuzevdtwzz33xCmVSkmSJGHChAk1ffr0sfTu3duyc+dO3/T09ExBEKQnn3zyVFxcnKuwsPCckKgbb7yx/rHHHou76667WmKJn3322fLbbrstLi0tLUOSJCEmJsa+efPmn1Unq6ioUF3sHD755JNlV199dVJkZKQzLS3N2tzc/G/v2F3otT9/nS5duthmzZpVNmDAgBRRFFGr1dKCBQtODhgwoHnBggUlo0aNShJFkeDgYOfOnTuPzJs3r3z8+PHxKSkpGXq9Xnz//fcv6Rb26tXLMmrUqLp27dplRkdH23Nycn4WRgnQ+rr78ccfi1pvP378+NrOnTunA0yYMOF0z549reef99YsW7bs+JQpU9rMmzcv0uVyCaNGjarr3r27deHChSevu+66tgsXLgwfMWLEOSGQ69evNw4ePPgPrSb4d+Qv1ZzUQ3Z2tpSbm/u77a8o91t8/EJaLFGX6MbislLnqGdX9T42ln/HlvLvMbuaCdT4MyC6F1e3uZLLwjq3FD5YfeJbbG47PZUJTP9JybgvjqISFNT27krNmKFYemSfM0F2iA4cootqy2k+PPopX5xcj49Kz/jE0YyMv5IQXRBKQdkyHrtoQ6PQ4BJdzN7zPJvKd3BZcBbzs/9Bm8h0ueqWVotLdGFxWAjUBxJiCEGp+EPLzsu43ef+OJ1nJ/KtJ/TnT/Jb/32hZa23aX0dX2ibC+GZ9J+/zCNuPCFfdrv84ykk4EGpPCtwLuXQtD5O6+NdyGIXBHncnnG0fi6iKI/JapV/ewSQKMquz7ffypXa3G6Ijpadnfp6yM8/K3acTiS1GtxuhFZ9dTwSgTN/2wKMNAT74F9Wgx0XdwxX8nGGG1EAX7eKCaZEOjuCUKlV7Axs5mPyMGFHgYCIhJ/KF3+NkXJrNW7JTUpABr3ChhDl24YdlevYUbkeh2jH33QZlnUP4jx0NXEp9bS74iA1sV+w37kNu/Mn0PpD7G2w+k58NkQQFNnM6ZN6bGYtPxc3LSccEFCpRLI7WrluTBOxsRIhwWDwkQ2141qwSRBX8So9Gp5hXfgIrtyXC/4xqG9YS8iyoVSU/sD4tMEMa9OTWtHN1yU/8s2RbxgQ24VHeszg7ZBOrA5IZWbhy8w5MBsFEkrJKYcBKn3Qiw4EpY76NhNQKTUYS5agcDZAWH+wlIMpTw7Rix0HfhmgDQCNn9x3xxADir/UPSkvfzD/q81Jd+zYoX/uueciVq1aVbxmzRrjCy+8EH6hCfbvzbJly/yPHTumnTVrVvUffay/Kr/nOfxvvvZ/BbKzs1O/+eabo6Ghob8pv+rvyKWak3q/VX8BAZKVBstJUBjQqn1QK/X4aXzx0/gSaQhnYFQvTtvq2Vmdy6by7/jyxHpWFn9FpCGcQdGXc23bEdzfYRqrStay5Min3NixjPtzgrj5dCzTV+STdueP2CJDOT3qShpGDsEZFoxGoUGj0KA3RnNfh2mMaXsVi4tW8Gbhh3xS/CXjk0YyJn4oARp/VAolKoUPTtGJWxJ5JvsRtlTs5Kl9LzNgw0RmZU5nYvwIFBodqoAA/PR6THYTZoeZSGMkBvVvvJvsETMeoeBxMxwOWSi43edO8BWKi0/4W/++2N+tf//SbS427vOrpHnG3Hq/SqUcgnaxcV8Mj2jx/D7/7/PFoOfHs63nd2tx5xm3xSKPMzcX1q2TG4uqVJCSAvHxUFYm991xuZBUKgRAPPNcFGcKFbSWCp6/HX4+NAbq8S+vw6/ZxCOD1SzsBE6FG7UoMMocyxWWSJSCko1BDXypOoYZOVxTp9CQ6htPo8tMiaUcm+Skc0gPuocORkJic/mX5BXNR4EK/4qR1H/5CE2VHUnvdorER9aQ5/qWtYY1iJaTENgWol+GpTcT9pqEQumiskFJc33AeSOG84WPv5+bqwaZGXqlhaBgCAyUU6WUnmreQJ0CMsrf5rKGZ1gZO5ZxjmQwf0G3/o9Ts6gDxxvLmJ51Hb0jMql1iywvXMt3pT8wMqkvkQOf5+qQdsSbjrB/bVeSmw7hFNQoJfm81hvaEGg5gd2Ygjn2OoymItSnViIo9RA1Ak5vB0ctBPeSK7T5RsvhbLowMLYFbZC3OpuXvww9e/a07t69u+nXNif9tVx//fXeu+S/Ee85/HMoLy9X3XXXXVVewfP743V6fgEnf1gCel8UoohFciCKbtRqX3TqQASlBgQ1ImAXHTTaTVRZT7O9ahebyr5j9+n9iIgk+cUzKPpyhscN4pSlgo+OrmJLxU7Ugophqkzu+M5G/28KQamgoXcOtddcRVP3zi3ujyiJ2EUHefWFvF/0Cd9X/0SoLpgbk0ZzTcJQdMqzIbkOtwOH5MTssDDvwKtsq/yR7mFdmN91FnGqYEACnR6n0QerSiLIN5RgffCFXR9PlbHWPx7nw+GQBUPrCbpHJLQO8fozJ3Ae18YjyDzhaA7HuU6QQnGua3O+g+RxVtzus+fkfOHiCX3zLPecm/MFTOv9ws8F4cUcKs/5bWyELVvkH5NJDmFLT4fYWDhyRHZ2nE4klRLB5cal0yC43Chd7nPcnNZ/O331mP30GCvrEQWJZwbpmNfVgVUpIkjQ2xbOaFM0VUo7W4y15GqqcSKPM0EbQbxvLAdNR6hxNBCsC6FLSG8yjb0pby5he/Uaym3H0UmB6PNvpv7r+9G4gunU9wjG9Fz2NG+gLmI1KJogrheE3QNvDSd8j5Vmkxpzg54LS7Rzn01ivJ3rxzbRKctFcJDs6mi1Py9nYHPAEZYyvvRBPosZxbWZ8xBfb0/XsDRKm8o4bW3gnuzJpAe1weJ08N7BT8mtPkyPTpPIH7IQk1LN63se5OaiVxAFAZUkT+YatSEYBBVqWyXmiMEIwb0wVK1FqPkODG3APxMq14NCA1HDIayv7OyoA8E31hvO5uU38b/q9Hjx4sXLf5NLOT1e0fMLKPr+PdRKI061Aglwik4QnbgkJyoUGDUG1EofecKi0OBCicVlp9HZRIWlmq0V37Ox7DsO1hcAkBWUwaDoy+kUnMn68u18Vvw1TU4zmT7xTCkNZ9LH+QRUN2GPCKV29GBqr74SZ7jc68yT95Nbc5B3Cj/iQF0+kYZwbkm5jhFtrmgJeQOwue043A42V+xk/sFFiEjM6nQXE5LGoHDJjowkiVhUEkqjH5F+MeiV2nOdGpfrbDUvDx5hoFL95+7H+ZzvZFzsf8/f5/9u7Zw4nWedmtZV0jxOk2c7j0PUWrS0Fnee5Z79/rswudauUGvxdP55uZBT1Xo8njGdfx5EERoa5BC2Xbvgp5/k8UVFyWInJAR3QT6Kw4cRnC5EpRKF241Tp0Ehiigdrp9JBs787zTosPpq8a1uRBTglQG+zOlmpUEt32DKsAcw0BJBkaqB3YY6apWOlm0zdHEE64L4oSkPh+gkyT+VzoH9CVMmcajxR3Ib1mF2NeDvaou4825M26bg5++gc588GnwPcVj4Ckf8GrmcSuY4CLgH1Wud8f/BRv1pHaJL2WrEPw9fA1CrRXrmWLh+rJnYWBF/f7lGhPKcaEM3osuJ0+5AsOSxPWIvdxf9ky+jhjEreyG+K8aReyoXvUqHS3Jzf7fbiPMNRrSbeXn/Cg7VFeM34Gmaej3CmFPf8MbuqYRYSxFbjakpMBu/xoOgUGGNn4BWHYzqxIdgKYGgHLnvTn0u6KMhZhz4twO14Yy7k3imOpvXePfy6/GKHi9evHjxip7fTNHRr/B1a6GxCZRKRI0ah+TG7rZjdTkwOZpRK8BXqcZP5YNGpQJBAyo9dklBs9NBo9vKSXM5myt2sP7UNkrMpSgFJTmhnegb0R0RN6tOfEth4zH81UauFdozbX09nTbnIykUNF6eQ83oITT1PJv743A72Fa5i7cLl3KkqZg2vjHcnj6RAVG9W/KPJNGNzWmlwlzJC4ff5ofaffQK7sQLKTOJUQe1uBMOhw2b205IYBRBIbEodPqzTs2/EyatxUFrEdI6H+VCoV6tOT+/5mL/t3ZVPI6T3X623LJn3fPxCJvWAu788LjWeTke8XL+8otxsXPiEU+tH2/9HFq7UJ7QNrNZrshWUXH2x3SmOIxaDW3b4k5Nxu5rQDqchy6vEKXThahUoHCLuPQ6BLeI0uFAOlOcAM6VDi6dBrtBg0+dGadK4N3L/Xmym4UKrSxqQl1aUp3+HFc1Ua62gQRKQYEbkSRNBAqliiLrKdSCio7BOXT0HYTN4eSQeSsHTbtwSU5CzN0xr30E26FhRMZX0yazlGJ2UxW5BGK+B7U/dL0NtDPQvhKFar2b5kZPLuj5Qlo6Z3lggItRw0wMGWQlOESOPpRdHRdITgTRiUJqRt2ch7Y5F1/Xfvxc+1FJcrTG+sghFETegPL0Qe7YNA+VoMKo9eHBy6YTo1HjtNQw6/A6yuuLYfjbpKVcyZs/3kHPyi+QAOUZl6tJH4NGH4WubhdO3ySkuBvQ2Krg5IcgOuT8ncaDYC2DwK4QPQp0UaDRgyEO/JK94Wxefhe8oseLFy9evKLnN1N04lt89aHy5NRkhqZGeZKi1YJCgVtyY3JYaHSYMbssKBUKgtQGjCodWoVKTu4WlNglJY2iC5PTxrHmMjaX72B92TaqrDXolTp6hncl2S+eo00lbK7YiVsS6ePfgZuKfBi3/BC6uiYc4SHUjBhE7fABOMNCQBRxumx8W76dt0o+45StilR9LHdGXM1lmrbyhFeUkEQRq9vGKtNuXq9fhwDMDh/HDUF9z06K3W4szmZUbojUBqPzD5ZLKasvUi7XI0Ra/8CF/77Y//DzxP3WoWKecDSL5WwxAY+guFghgfP3f/4xL5Qnc/7y1iLuQk6Qp//OhVyh1oLuYmFsnvE4HFBZKQsbj9BpbBVGbTQihQTjDg7CGRyIJTQAMw4MeUUEHTomix2FAoUo4vLRy2FsdkeLAIJzxY5bo8ahVaM3WXBolHzcK4Cnsi0cMciFizSiAj9JTY1SztMJc+mxqyQasRGk8EEUoMHdjL/KSNeAHmRqL6PcWcwe806OWY6iQkNQxUhqV8/CXdme+IxTaAPrOK5ah7PjQggsBmMC9Lwb3Dehna/D9YWA2+lxOc71pJQKcItnQ9nSku2MH2ciu5MDfz8XPnoXSoUdhWRFITajcxShs+5Db9uHj+MAKmSxKGrCwT8D/NKp92/PbkmDwi0yee2jVDSfJtwnlNmXTSFMcrJHqWf+no+xN5wgYOS7PCOc5obDczE6awFwCUoEScIaPgiNqQCN5QTO8CtQh/WH2p1QvgY0gRDcDao3yy5PxFAI7yuXoVYZwT9Nzt9RXbRSrBcv/xFe0ePFixcvXtHzmyk8/g1Gfci5lb2a/4+99w6zozjTvn/V8eQzOUmjGaVRlgCBCALJIOFFgLCxjMCAsAgCw7KYuPCuTTC89rcssNbiABgbe4WwwWCwDJhgLFtEA8LKOQ1KEzTp5NTd9f3R58yMRiMBNqz9es99XXVVT3d1d1WfnnPqrud57icBkR6wHTdKOu8+5Tg2sWyCA5luklYaBQirPkKKiQmYUmBLi5Rt02O79frEHpZ3ruL33SuJ2knCqp/jQ+PRhMp70Y10WFHqjUq+Em3gqle7GPHnnUghiEweQ8eMY4lObgJFIWdb/Dq9ip9E/sABO8oUTyP/UnkWR/tG9k6yHSQ7M638R+uv+CC5nVOCE3mgYRFDjIre8WYdi7SVogo/JXhQTA+EQr0kDziYIBzOCjRYAH+h7k9qCtsF17SCSlr/GKHBiM1Aq8pAxbMjkZr+bfvH6PQ/t7CvcL+Bbmn9rUGDlYH3yGRcYrNnj1u3tbluawX4/cjyMqzyMnJlJSSqSkh4VbLCJVZaPEl4+15KNrhkRyoKwnGwAj6X7KQzOPk4noGaZrauYWkKZipL0qfz/Anl/PsxCVYHYn1GFNwTanImY3Ih9vssttGNgYpEksOh0ahjanAGjd5JbMys4v3I63Rk2/FThnfT5XQ8/69ouRLqRraToIPO+sdh6o/AE4Xqk2DmTRA5B/1eyP1a7dfDPqiqg5SCvCotuu5w2ikxLvhSF41DE4SDKUwtg0oWT3YrvsxqvJk1eDPrUKWrFJtRqsn6x2KVNJELjSFtlJOVDraUSGA98PD7j/H7D9+m2lfOAyddSZcnzI9LJrL2hWsh2cmXZ93OA10vMLTrDQQSRyio0iHtayRdcTKhfc+6vW9cgPDWw95fQc8qCDaBUQmdb4FZ6aqzhRTlKdIAAQAASURBVCe51l9vNZROBF9d0Z2tiE8VRdJTRBFFFFEkPX81fr/8fjyKF1Mx8KgGpqKhChVNCrR0FqIxQLoWkV7ZaUFWWsTtNJ25KCksdEXFVAy8qkFAMTFVFcfKkrTTRHJJ0rbkz9EPeS2yhhXR9WRkjmo1zCizlgNWlK3Z/XiEzj9p47hqncGsl7di9ETJlpfQeeoJdJx6PLnyErJ2jl90v85/dy0n4iQ5wdvEtRVnMs4cmp+IO+SsLE9F3+bhyGsoKNxV+iW+4j/encRJibRtEmQxpEqt9GFauJN3w3Dlrw3j4Ik9HGr1KGwXFNwKblwFUuM4BxMZVXXjhI7k6tP/nv3f3f6k60hudgOvVThnMEvUkVzbBpKsgYIPmYxrwWltdclNe7trwSlY1bxeZGkpVlkJ2fIw8fIgKVWixBNosSRGPIERS2HEkuiJFGoi1Wf/UATCkeRCAYRloSXT2LqGkrMOITuOqmKrAj1rEQ15eG1aBfdPjvNOqOeghmFHZ2o6xOS0l5UlWd5WDiBxCYKCYJI5gWNCswh5K1iVfIP3u98kZScptUbjvH09kRVX4DEdQuUJDoityOMehAlPgwJi5JeRp94Iu49D+baD8+KhsTpCSEzTIZ0uPG9BeWmGr3xhH3Nn76e01MFjZgjYm/BkVuPPrMWf24gqXQtVnCq61NHE/U3IinGIQBmaIlFQUISCggABEonlONy69hme2/ISfs3D/bP/jV82nsEfHA2emINhp3l4yhzOi71CINcNQFboaFISH/pFFCtKoPVVpH8EouFicNLQvATSbVAx3ZWjTu50ic7QeeAdCkIBfyOUTQGztOjOVsSnjr9X0hOPx8Wpp57a9M4772zRtE9O9O++++6qG264oSMYDH5q2emHDBkyaeXKlZtqa2t7/aKfeOKJ8IYNG7zf+c53Wj+t+wyGadOmjWlvb9dN03T8fr/z05/+dNeUKVMymUxG3HDDDXUvvvhiqWEY0uPxOLfffvu++fPnRyORiHLNNdcMff3110OBQMBRFEVedtllB2666aYO27a5/PLL6996662QEEIahiGfeeaZHWPHjs1+kvF/2pg3b17j2WefHbn00ku7p02bNub+++/fM2PGjOTh+tBf0vrBBx8sv/POO4dWV1fncrmcuOaaa9puuummv+l7vGXLFuPss88evW3btg2vv/6677HHHiv/2c9+tueFF14ImqbpnH766QmA//iP/6j0+XzOtdde2/lZ9SWdTouTTz656Z133tmiH84T538xipLVfyUsK4NZWoMtbaKOgy1T+XmyQPEKDJ8fb9bBiKfQbAtN96BpOobUKLN1SlQvaStNTyZKIh0lYmeJ2Q6K7aACfmFSIRSkY1EqgxzvO54bvVN5N7ufV5Nb+FNyCzaSIWopQWHycm4jy8ZaTJxQy4L20Vy6vIuaX71Mza9eITp+JB0nHcVXx41nXmAU/53+E0+l/szFexYzUxvFNZ5TGKVWogMXOxM4xVvL3elXuKXrFzwfeZf7jXMYooQQQEBKMnaWZqeNKumjBA+ikJjTtl2CUrD+HI4894+LKVhtDKPPSjIw3mVg7MtAt7H+JKa/tac/BhKXgqjAx5loDrRQ9Y+3Kbi5FVzsCm1zOZfUFMhNR8dBLmpS13D8fmRNFZamYgn3HDUdQ93VhXerhT9n97oZ9p7HYHYQsIIu2dGjcWxDd2NMctZBUS+OoiAVUC2bSKmPPxxXx/+d1M0q796+jwaYaIU5LVVGfVzwWkmCH5Tt71Vl8+HhOOMYjir5HGlPjncjK1jb8QGOdKiKnwIv/x+61/8TvmAK05sjXf8Kmen3I4e+gxBB5MTrYdZ1yI31cJmEVwXuG98Hny+HbQkyWa2X8Ewe18EF527j2Mn7qTA3USLXEo5vINSzAw33dzwuavhQTKNDGUM60IS/ohSfDwxVYDkWlpMlYTlknRwH0j3sjnewN9HBnsQBtkb38d6BLQAcNecB/uWoK5EfvoH25DmEFZWfjxzG6V1PuvmKFBOPkwF/I53151G6+ym0xA6omoWoPh1im2H3L0CoUPN56HgH7CTUnAU1p4JW6r5/JZNdl7aiO1sR/8vwve99r+Kcc87p/ksID8AjjzxSvWjRoq5Pk/QMhosuuigCRD6y4V+Bgmz3kiVLds6YMSN5//33V9xwww31y5cv337DDTfUtba26ps3b97g9Xrlnj17tFdeeSWY71tjY2Njprm5eb2qquzfv1/7wQ9+UAHw4x//uKxwnqqq7NixQw+FQp/pswJwHAcpJerABNyfEubOndu9ZMmS3fv27dMmTpw4Yf78+T319fW9JC2Xy/G3mvDPmDEjWSBwy5cvDwYCAbtAev71X//1wGd5b8uy8Hg8cubMmdEf//jHZVdffXXXZ3m/fzT8Q5EeIcRcYO6oUaM+tWv+auOvWN2yium2QpURRndwffQdB6SDzNnYdpaoncXO5iCVQsajqFkLQ9HwCN21DKFQ5bjuZUmRo0fksHAAlRQJYkIiHYmOQhCVICqzZBWf00qJ+o/mDWsPr+SaWWO7i1C1BNljd3NreQv/33kevpCbwLUrVSa/vYORG7aTDQXoPG4C1x83gfnhSTyWe5dl1kbeiO9gthjFVerxNIoSGvDxqJzLk6zlB/Z7nJb8Id+0p3OxMwHhSExAF9BOnJhUqSGAIbQ+d6102iUvhdgfXR88qL+/0MDhYl8Gxt0M5jL2UZagI+Fw1plczo0ZSqXc0j9nT//EpIX9iYTbLp3us2IVhsGhREXkLNSeCPREDvqHk7iNpaLg6JpLjgwdx9CRuo7U1L6G+T7rPTH0SKyP7GRzBws3K8J9qxyH1lo/P/1cgB81RGjWd/d2zJCC6ZlKzsrUQjLJG74ID9d2ksYdRyUlTNdPZHzpNJr1ffym52l2tW9Dw6Sy5Tw6fn0H7W3jMH1pMOIkxz+GOuM/wb8bRRmKPe27yM9dDisD8GXgtYOfiOnJEgqk6ewMkEy6P1q6nmP2zDUsnPscE6vWUMV2Su1dqEmX5MSUOvbp09kvR9LijCSr+/GXWPh8DroGLbm97GntYF+ig72JA+xLFkhOBwkr3XtvVShUmCGEUBAT5vPO0Vcx/r3vsuXVf6PO4+O3dRbjs+uwUXCEiiEdehoWIMwKKrb+FwIHRlwJ/lHQ9iq0vwaeWtelrfV3bszO8Mvd+CHVB7ofyo+FQEPRna2I/5X45S9/Wf7kk0/uBHc1/6677qorLS21du7c6Tn++ONjjz/++G5VVXn22WdDd999d102mxUNDQ2ZJ598svl73/teRXt7uz5z5sym0tJS66233tp6/vnnN65du9YvhJAXXXRRx5133tm+fv1688orr2zo7OzUVFWVTz/99M4JEyZkPkk/H3zwwfKVK1f6lyxZsnvevHmNwWDQXrNmjf/AgQP6Pffcs/fSSy/tBrj99turn3vuubJsNivOOuusnu9+97v7AWbPnj2ypaXFyGQyyte+9rW2m2++uQPA5/MdfeWVV7YtX748dN999+3tf89Zs2bFH3rooepYLKb8/Oc/r9y5c+dar9crAerr660rrriie8OGDebq1av9y5Yt21kgGHV1dda3v/3tVoCWlha9uro6Vzg2cuTIXOH6jzzySNkDDzxQI6UUs2fP7nnooYf29b//1VdfPaShoSF72223HQC48cYb64LBoP2tb32rbbBxbtmyxZgzZ87ok046KfbBBx8Eli1btr2pqemwFqVPA0OGDLGGDRuW2b59u3H99dcPLS0ttdatW+ebPHly8vrrrz/wta99bVhXV5fm8XicH//4xx8effTR6T179miXXXZZw+7du02A73//+x+efvrpibvuuqv6iSeeqABYsGDBgTvuuKO9MKZp06bFV65cGaiurs6+8sor2wOBgHzjjTd8V1xxRaPX63WOP/74eKFPBavUww8/vHvJkiWViqLIX/7yl+WLFy/e/eqrr4YCgYB99913t7399tveq6++uiGVSikNDQ2Zn//8582VlZX2tGnTxkydOjX+5ptvhmKxmPrwww83n3HGGXHLsvjnf/7noW+99VYwm82KRYsWtd9yyy0dL7zwQvCee+6praqqym3cuNG3Y8eODV/+8pd7brvttiFF0vPJ8A/1KyylfB54/thjj130aV3z2298m1Wtq6D5V1SpQSYatUzUapioVjFercQrVTRAkxKQrhuL4kFqOex0kpidpEdTet2khARDqPiligSSZEjLHJpU8AoNsEmSwclPZYUUlODhDDGSOfoIumSCPzh7eMneRYuM4V5V8t/6Bh4/UXDCCUO4cvdovvD6AWp+/y41y99j2PBaRkwcyfnDT+Onvi28YuxgubOdMzLDWJQcyxCCXMgQTlE+z13+97hN/wPP5zZzX/YUGmQIRUqCQpAmyy6RoMbxEcJE0I+gJNxYil4CZBh9rn6DJRBV1cMLJHwUCi5z/fMFFUhIYV9hu//+QsxQ/8SpBUvOXwBZGK/mfpY4DopzsLXGVhUcrwfHNLBNA2kYOEZBFQ+UbA4lk+0tWiKF6I4OauEBsE0dKUQv2SmQLCny/XEkLx/r59HjNV4tj5FSEr0xO5qE07K1fC5XjUyl+L22nz9WdZNSXEJaTxWnKzOoKhnFem0Lj/T8kM7sAXyUUbHxFjp+839oz4TdG4b2IE67H3XSY9hqHKEcC6c+gH3SufCWAmcJ+H1fv4ViU1HTSTZpEukp4UBax9QzfP7o11h45jOcMOIdqtVdqOTAgW6llu3aNNrUkeyXw4lmAqStFHG9g5i+ngPZTvY1d7AnfoA9iQNEc71eEygIan2l1HpLmV45Go9m0mOGaNUCtCFoa98IVobJx1zGpGUX8ou1TzPO62V5dYRKAXEtSMCKYQXH0jP8Ukra/4j+4eNurp3Ghe4Tb/4JxLZAeDI4OTiwAgKjYdj5rjqbooO3EipOAk9F0Z2tiL85LruM+vXr+VQTQU2cSPKxx9hzuOPpdFrs2bPHHDNmTO/EeN26df5Vq1atb2pqys6YMWP0kiVLSs8444zYd77zndrXX399aygUcr7xjW/U3HPPPdX3339/y0MPPVS9YsWKrbW1tdYbb7zha2lp0bdt27YBoKOjQwW48MILh998882tl1xySU8ymRS2bf/V/3BtbW36ypUrN69evdpz7rnnjrr00ku7n3322dD27ds9a9eu3SSlZPbs2aNeeumlwJw5c+JPPPFEc3V1tR2Px8XRRx89/uKLL+6uqamxU6mUMnHixNTixYv3A9x+++2993j22WfDY8eOTW3cuNGsra3NlpWVHWKhWb16tWfcuHHJw1lUFixY0DVjxoyxY8eODZ5yyinRhQsXdk6fPj3V3Nys33XXXUM++OCDTZWVldYpp5zS9Pjjj5csWLCgp3DuxRdf3HX99dcPK5CeZcuWlb788svbDjfOESNGZJubmz2PPvpo89KlS3f/tc/442Djxo3Gnj17zPHjx2cAduzY4Xnrrbe2aprGiSee2PSjH/3ow0mTJmWWL1/uv/rqq4f96U9/2vq1r31t2CmnnBK74447dliWRSQSUd944w3fz3/+8/IPPvhgk5SSqVOnjps1a1asoqLC3r17t2fp0qU7TzrppA/PPPPMEUuWLCm95pprui6//PLG7373u7vPOuus+FVXXTV0YN/GjBmTveSSSw4USA7Aq6++GiocX7hw4fDC+ddff33drbfeWvfYY4/tAbAsS6xbt27TU089Fb777rvrzjjjjK2LFy+uCIfD9vr16zelUilx3HHHjZ07d24UYO3atf5Vq1ZtKLgtHnfccam1a9f6/yc+g38k/EORns8Cb1z6Bj++dyZ7dZv1ThfrMvtZntoKuJOrkUopE7UqJqpVTFSrGa6WoaIghEDz+NCyOUinwMqCIpCKik2WBA5OPmYCHGJYdGChIPCi4pcauiOQto0lXIncrJ3DlBZnUMEX7EraSPCasZ+XtRY3dkJK3mMfbzfsZeiFfs6LjOXKlZIRa3YzeucbNAS8TJs0gjeOPpmfln3Ib83dvGru5WxrBJdaE6mjjEetOTwpN/N9/c98Pvgc/5qbxsX2eEw0POgYSFpkjihQgx+94K5kmm7tOH0WEl13RR5Ms88VLR53S4GE9Ccug20PLAXC8nGhaX1F193a43E1jg3j4OOW5ZKkQh+Tyb4YHOgdQ+HXVADScbB1HalpbjJQobitbQfFslGyWdR4EuLJQ7omhcAxjd5ihYNkdQ2pCqRjo6TSqKkMaiaLkrVQbImayfX2p0B2HAmbyuEHnzN5tsmmzUj0NhDS3ZxslXBStgLbkjzHh6wpj5BV3N/XoVRyKieh+UOsVbeyrucFMk6acG4k/jfuJPHmVSSlAlJBaXwL75x7iFf9jjSgKmfD3P+DdfQJ8LqE2QL+0DtCghUthMq7ads5inhHkBNHv83MWa/zT8e8zDHDVqMrLnnrFLVsUo5jlzOUdXaIPekk+5OdtGXW02H/kQO5DqJW4qDnV2EGKTNDjArVYAgNKR3SToaeXJq2dJx9yQELYIqGFqihwlfOnKMvJPDO/8dD2/7ADJ/CC7VJdM2D5Vj4nBw9wy/DCE+hYvv3EfFtUHUq1JwBqRZo/m+wYlAxE6LrIdsF1bOg+vOuDLeiubl3yo9zLT1FFPG/FK2trVowGDwobmTSpEmJ8ePHZwHmz5/f9cYbbwQ8Ho+zY8cOz7Rp08YC5HI5MXXq1PjA640dOzazZ88e86tf/Wr93LlzI+eee260u7tbaWtrMy655JIeAJ/PV1gP+qtwzjnn9KiqytSpU9OdnZ06wMsvvxx6/fXXQ+PHjx8PkEwmlc2bN3vmzJkTv/fee6tffPHFkvy49Q0bNnhqamoSqqqycOHC7v7XvuSSS0Z4PB5n6NChmYcffnh3Z2fnx56L3XrrrTXLli0r6+rq0trb29eOHDkyt3379vXPP/988Pe//33ozDPPHLNkyZIdsVhMPeGEE2J1dXUWwPnnn9+1YsWKQH/SM3369FRnZ6fW3Nyst7S0aOFw2B49enT2vvvuqxpsnCNGjMjW1tZmZ82alThM9/4qiH6LQ88//3zp2LFjA4ZhOIsXL/6wurraBvjSl77UrWkakUhEWbVqVeC8884bWTgnm80KgLfffjv4zDPP7ALQNI3y8nL7j3/8Y+DMM8/sKbj+nXXWWd1/+MMfguedd17PkCFDMieddFIK4Oijj042NzebnZ2daiwWU88666w4wGWXXda5fPny8Mcdy8DzFy1a1HneeeeNKBw/77zzugFOOumkxC233GIAvPbaa6HNmzf7fvOb35QCxGIxdePGjR7DMOTkyZMT/eO0NE1D13XZ3d2tlJaWfubujP8oKJKej8AXnvwCf7bX0kCYYUqQL2rDKREe0uTokGm2Oj38PruT53ATj/rRGKeWMVGrYKJayUS9mkozAFkLUhmElUVTFTShAXk3KxtCUsO2IYlFhDgHyCGkwBAKHjRMFEw0dHSyOFiaxBBezmY051tj+VAk+L2yh1eUvUTJsV9J8N2yzfzwdIXZpw7lih2lzHzvAEPe2cAF78DpI2r4w3GT+OHoLp7TtvGytosvWqO4wBrHeXYTJztDuEt/izuMt3jZbubu7EmMpgwNhZAwSGGxS0aowU8Qw7X6SOmShkjELT09bolG3Twz0ejBbm6DoT856V+8XpeoDDyu6y556V+bZt92/xX2/jE5HR2uPHRnp9u3TOawcUkSl6AUSER/CEDL5CCTw9G0PhLj85IzDBxTR6oqUhFua+kgcjnUbBYlnUFJZVDSafRYHOHIw1p4+vel0GZ3GJ6YBEuOVdlcYoPMoEn3qCbBEtBg+zkpU41iabypdLA52I2luIMYQiWfZwZp3eF9bRNbEm6cS2nkJJwX7iKybXZ+kDnCpz2Mdex/kfBuJWl7UORVOBfeij2mAVYApwJ/dGUUdG+UqlEbEPEgY/2tfG7cH5h5/utMG/kehpYjZsN7uUoWpxpZn/OwIydpzUZoz64hZr190HgDmoeA7qXE9FHq8ZO1LRJWilguRUcmRkcm1tvWMEMQridbdQyEGxChIVQZPkYLOFpmOCkXo1I4aNLmke1/5KFdb/NFPzxR45Azw3hyEZLhSVgjriCY2oe6/hvgWDBiEQTHQNf7rkKb5oeKk6HjLVAMaLwUSiaC6gfNgJKjoGQCqMUA0yL+fnAki8xnBb/f72Sz2YPUYMQAq6cQAiklJ598cvT555/fdaTrVVZW2uvXr9/43HPPhX74wx9WPfXUU2WPPPLIZ2Jx8Hg8vd/2BcEnKSXXX399yy233HJQUP0LL7wQXLFiRXDlypWbg8GgM23atDGpVEoBMAzDGRjPVIjpKfxdXV1tt7S0GINNYKdMmZLetGmTz7ZtVFXl3nvvbb333ntbfT7f0YU2Xq9Xzp8/Pzp//vxodXV17tlnny2ZPXt2jI+BuXPndi9durS0tbVVnzdvXteRxrllyxbD5/N9KhPs0tJSq6OjQy0IGXR2dqplZWW9E4RCTM/A8wKBgANg2zbBYNDavHnzxo9zvyOJdhmG0XtQVVWZSqUUKeUh7+qnicL7pWkaBcuklFI88MADu+fNmxft3/aFF14IDvbcc7mcyJP8Ij4miqTnI/Dl8V9G3fwBHYbDO/Z+fiMOdhMuxaABH2WUoiJIYNFmJXjcOoAt3P/FamkyUYaZKENMsgOMTXrx2tINflZ0QCDQ0KQgJCCEji01Ujj0iBxJkSYlQes/JZbgAXJABAtTOJxNDRfIIWxX4/zeaOWPejsZ4fCitpsXx+6maVSAr3SP4sL3bRo2tHDeU63M9Zm8esIQ/mNqmp/7N/OCuoNzkw3MSzbwPWcaz/qaeSi4iXPNX/P1yDgu7KyjLJqjNJZEicexYzEysRRmPIWIJw51FTNNV+3N64Xycnfb78+7hWl9eXY0ra/uL35QkKoeLL/PQBSsTKkUdHW5hCsScUlNIuEe+5iubBLc+BqPieMxcEwTx9TdWleRSp+rgXAchGWhpDNoyRRKKoPeHUXkcr3y0R/7nnCQJWkg2v3wzHh4YjK8U+/uq7QU/LYkoTqoEiwgKA2OS1SjWx7+ZLSxKxTtjSGqpJSZHEdMSfGS8iatuTa0nElg5wXEXriHri534cws20vJF+4iMuwZIiKCmqlAZP8d58qroSHkWnSuAlaAUCyGT3iPU8b+iQmefRw3+k3CQz6g2bHZkhH8VyLEjv0+dttZOq0UcCBfwBA6pmIgUPCrPtJOBlu6n1PcShO30piKRqUnSI0nSIlnCE6onmjFWNqrj2Z/zVRkSQOWhMbODYzs3ERjzw7qIpuQ2TixXIpkJsqz2Sg9uRgdqW5WRbq5NAT31wUx7ASGnSU6fBGeypPx7X0W9i8Dbz2MuAyECXufdXPw+BtBC8OBP7rJRYdd6MpQq343nqfiBAgMK7qzFVEELkmxbVskk8neydm6dev8mzdvNkaPHp195plnyq644ooDn/vc5xI33XTTsPXr15sTJ07MxGIxZdeuXfrkyZMzfr/fjkQiSm1tLS0tLZppms7ChQt7mpqaMpdddtnwsrIyp6amJltw3UqlUsKyLBEMBp3hw4dP2LVr14ZPazxz5syJ3nXXXXVXXnllVzgcdnbt2qUbhiF7enrUcDhsB4NBZ9WqVZ41a9Z8IhNvMBh0Lrjggo5FixYNW7p06Ycej0d++OGH+osvvhi85ppruiZPnpz4+te/PmTx4sX7NE0jmUz2Ku+++eabvqFDh+YaGxtztm2zbt0676RJk1IzZsxI3HrrrfUtLS1aZWWl9fTTT5ddc8017QPvvWDBgq5FixY1dnd3aytWrNhypHEO1vdzzz238brrrms/9dRTD3VnOAJOOumk2E9+8pPyxYsX77csiyeeeKL8nHPO6fm455eVlTlDhw7NPvbYY6WXXXZZt+M4vPvuu94TTzwxNX369Nh9991Xeccdd7RblkU0GlVOO+20+GWXXdZ4zz33tEop+e1vf1v6s5/9bOfhrl9RUWEHAgH7lVdeCfzTP/1T/Gc/+1nZYO2CwaAdjUYP8T0sLy+3Q6GQ/fLLLwfOOOOM+E9+8pPyE0888RDrZX+cfvrpkYceeqjy7LPPjpmmKdeuXWs2NjbmBmvb2tqqlpaWWqZpFknPJ0CR9HwEvtYwhSm5AF6rEcdWSdk59iop9igp9ihJ9ihp9qhpNqvdtKl5y2N+vuN3VALSpSrviU5+r7aD6i4Oj7L9TLICTMx6megEacSP0k8eWUUSEAI/kJWCuLSJCwccMNDRpIKNu3qhIDBQSEmLdpHGcBzmZqv5slPLNj3O7z3trDIibNXifKtyO/efoXL6zHK+tqWGo1f3MPcP+5i7HF6eEuDuGQ7/Xb6dl/RmvrYlxDWbDC4QIa47Ocr/rVvLura1PLwcyvL/urZpkPN7iYd9mLXVGP6Qa5Hx+926f9xOYSJo2wcruh1ugmhZffE4A+tUynU/SyYHFRQYDL3CAaqKZerkAj7SJUHsoA+hGyhCIKRwY3MsCyWTQ01nXDezRBK9M+PG3tgff6FLAoXcmsqA/b2PpV8t+p2zqwQ2VcKGKthYCRsqYU0N2ArU5QyOS3rYraVpM7J4HAXyrmxHJasxHY0/mx10+FO95qEAXiYwmjRpXhJvknCSmLkyzHfvIPPHm4hlQwjFouq4F9BP+/9o9b5PGzn0nrFgPoJ93Tyo02A5cAkE/9zGCSc/RtP/+Q2Gv5m4t41tOcmrWWixgX19o9WIowgFh0OfXU5a+BUvVd4wlZ4AIcNLQNHxqiq6UMkpGvvMUvZoPnYKlYhtQSYCu/+Euek3eFMd5DJxco7FTuBwv2J+AaUqlCpwR7ng5soQQTtCZ2AinlFXEVIEbPp3iG2CyplQdxZkI/DhTyG5G0qnQmo/JNa40tS1Z4PmcQmPf6hLeMzSj/1uFFHE/wbMmDEj8uqrrwa++MUvxgCOOuqo+E033TR08+bN3uOPPz62YMGCHlVVeeSRR5ovuOCCEQUXpTvvvHPf5MmTM1/96lc75syZM7qqqiq3ePHiPZdffnmjk0/idffdd+8FWLp06a5FixY13HPPPXW6rsunn356R2lpqSOlPOzqw5QpU8YXVvLnzp3bNXny5NRHjeVLX/pSdMOGDZ7jjjtuLIDP53OeeOKJXfPmzYv86Ec/qmxqaho/cuTI9JQpUz6x+9fixYv3XX/99UOampommKYpvV6vfeedd+7Pj6/52muvrW9oaJhUUlJi5eWs94LrQnjVVVc1FCxqRx11VOK2225r9/l88o477tg3c+bMJimlmDVrVuTiiy/uGXjfY489Np1IJJTq6upsQ0ND7kjj1DTtkAn2pk2bfPX19YNOzPvj3HPPHV04/5hjjokvXbr0w4ULFw4bM2bMeCklp512WvTqq6/+RDLPv/jFL3YuWrSo4d577621LEuce+65XSeeeGLqoYce2r1w4cKGpqamCkVR+P73v//h7NmzExdeeGHnMcccMw5cIYPp06entmzZYhzu+j/5yU+aC0IGp512WnSwNvPmzev58pe/PPKll14qWbx48UGWqZ/+9Ke7rr766obrrrtOGTZsWOYXv/hF85HGc8MNN3Q0NzebkyZNGielFGVlZbnf/va3OwZr+9JLL4VmzZr1maoN/iOimKfno/DKCdD5LgDZrEE67SOd9pFJ+0invaTTXnI5ExCkpc1+kWa3ksqToSR7lTR7lBQtSob+X7+q7DchBkxHMCJnclTGz7GZAJPSPsqlkVcxk6AIbBxSwiGq2GQViSoUTCkQ5MlDPu4iiyQhHLoVm5RwkAgs4bBaj/K6p5P9hkvOhITJXRr/5z2NL6y1MFNunpc/NMI3ZrmWhBHdcNv7Jp9v8fPo0Q73TYjgcxT+dd9wTssMoUzx4ZcaUkqSMkfI1ii3DbSC4thgxbIGJzID649yhRuA/q5fBUtNNugjE/JjBXxIVUHLWujpHFretUxNu0RGDMzhM8g1+8MRAtujYZsalqogpUTLWWhpGy1nH9SPgef3/4+TeXJTIDbrq2BdtWBruSTdb0miPKtSbZnU2CZhR+fPnigfmmlMRyGHgyNgSDaIV6rsNWKkFRvVEdiKxEBnOEOwsWimBQsbb2Q82d9/E3vdfJAq3pJ2hp3xfWJjl9JCM1KCvnc2ubLb4fIqENsx315N1do/ohjriHkP0N0rt+FCSOFGqQ0YsCF0/KoXj2qiCR1Fqi7BUxyksMg6WRJ2moSVwZJHJpQ+TadEEZQrDuXCpkyRvUSmUJf0+zugqghPKcIsQdF86BJ8dpqq5Dayiof91efSUH8GamwTbPsBOBloWAChsRDfDh8+7rq4lR0H3R+4yo1D50Hp0aCYoAchOBrKjgG9KEddxN8Of695et566y3vfffdV/PrX/96V/9cLJ/1fX/xi1+Ed+zYYX7zm988xLpRxKeDrq4u5aKLLmp86aWXDmsxKeKzwec///mR9913394pU6Z8IpXC/w0o5un5axD+V7Y/s5CSchMjmMUIpvGXRFGNvsmZkxPkIjq5iM74Hp1ct47VpWNFDMh5QJaQxWGfJ0ez12KXr1Bn2RawaPE4ZBTJJjPNJjPNL3AXO7wWDE2ojO9ROXG/xux9OhPiCooEx5HYODiO41oRpERxpBvsbjmo+VpY7j7Fkai2GzOyJwSLj4f/PgrWlFtcMMcifCp8eQPcsxxmNMObP4EXm+Cbp8GVn88wsS3D/10Oq16HS79o82+N2/nSxu089Buo+mtDGvu7tUGfnPRACNFrOZK2jehn2XE0FUdTkUKg2A5KzkLN5vB2RvB29i2G9AoSIA+JzwGXN9qmge0zsAMmlt8k59OxEIh0BjWRwYhlMGMZtHQOPXX4Ba7+hMcWsKsU1lfCqiGCdbUKm8thZ9gm088wHrJVKmydCTmdcEqjxNLwSpWU4hBVc2w1kuw2M+iOQHMEGcWhNOfBi0qLEccREq+tugIGQlBPOQ42W2kGqWDsmoP12p2k9h/nKqo1fUDVOfewx/8OW+gER4VoAwQ1rBHvQm4GPOn2LQPsGRjGKQFHdx+c4oBy6PPIyhxZKweWK/7hV02Cmk5YUQmpgpCq4tNKCOkqZYpNDSka7SgVitNLXkoUCCkghINAovSzGNkotHhr2RkYQbtZhS4d/NkIJZkuqtNtBHMdqMm+eZ8lDPb5xtNZPZfJFeNQ9v0a9j0H3joYcT0oAVeNbf8LYJZDsAE63gRPDTRcDN5a11xrlkN4IoTHgVr8Ki2iiMEwffr01Pvvvx+1PuEi1l+Lr3zlK8VV8M8YZWVlTpHw/M8jnU6Lc845p6dIeD45ipaej8L06fD224fuLwFqgboBdQUH+zEdAPYDLQPqHvewFJBV4cMSwbZy2Fgp+dMQd9V/bxDiBgetnAsJpWloiMCUVjiuRdDUBaM6JPU9rgWpPxwBtqZg6wqWppDVBVlDkDMEWU3hvWqbBydlWVntYOWFxxpjgou2aCxYDcPac/wmT362l8OULo1rtgTYGLb54ZgYQUvh/66u4Mx9XjQp8NkKqiOxHQfTAY+toAxMMprLudacfupovegvde04yHxS0IGJO/tDAlItSIJLhHNoWwnYXgPHZ2IHTBxfntj4TGyvhiUUl0CmcqiRJGZXHDOawkhmUeyDBQYOZ/0ByAnYWA0rG3RW1wk2l8OOsMNev0Wu33sRsFVKbI2wrRN2VLyOS2bTqiQuLGKKTVS1iKk2KaVvgq85Ak0qpFUbr61hoBBRsygSSiyDmGqRUxzK8GLhECWDYnlwtn8eOpqg5EMo34ZS2ow0o0jxF8Sk2hpkQpAqQ7ODVIYEdRU2IcOkRFUpUaBMsSjDopw01WqKOj1NrZqiWiQwOHTyE1d9xPQQEgXTyeKzknic5EHPucOsZEuwiQ/99SS0AIq0qUl3MCyxh2HJZsK5nn6fkSCplRDVyojppSS1MhJaKbZRiaKXEjS8jPP5MXb+CKIbXHe1unPBScGeZyCyBgJN4GQh2Qwlx8CQL7nubJoffHVQOgX89a5MfRFF/I3x92rpKaKIIor4n8SRLD1F0vNR+POfefv/nEE4UOcaIgqeZEK4EtQHbQuE6mD4M5j+NIY/jelPY/rSmL4UqtpvddpSe93jMikf6ZSXdMqDFdHRIznMSAojkkSJpNhkJvlDVZb3Ky02VUBLAKxBJPs1G+pTKkNzBjWOQZXwMUR4qbNMKi0Nw5JoWQslYyMzOSzLQs1aaBkbsjl+NSTN08Mz7PO7LkqaDdP3Ca57D2Zvk/xyPNz9OXe1/3O74PIP4L9OhJVD4LwN8IMXofJIoYwDxQgOZ9Hph4JlRpInNIMcdzwGts+D7cuTGr+O48+TGq+B49WRUqAk0shoCuJplHgaPZ7CE0ljJl3S8HGR0aAnoLK2TuP9YSobqiQ7SiS7/RbthkX/DBE+R6HE1gjZKh5HRcu7gKVVSVyxiSkuscn1NztJ0KWC7iioeVU8W7glozoIBxQhsIVElQLDEaQVp8998kisbJAHrCAIKIIq1aFOgyGagpqrQWTK2L59Oh+8+wX0dCn1wSi1epph4QNMnbiGo8evZ0hZKwEi+GUUDwmUAUqxDgopNUCPUU6XESaiB8kqKgErQUXmAENS+zGdPgnyjOKhxVvPh/4G9nlr6NEDmE6G8kwn46JbGZ7YidGvfU4YxLQSIlopEb2CmF5JXC/D0koJ6kHKDQ9B1cSnmXg0HV3RUIWCGtuCuuOHYCWg8WIITYB0mytHnelw43eim1wSVPcFKD0BVMWN2fE1QumkYv6dIv6uUCQ9RRRRRBFF0vPXIbmXX1/3OQLGMIQtwZYoDqiOhWY7qNJBtW006aBIiSoliu2gSQdhS1fZy3Frzcj2kiAjmEErzaGW2yil/T4DB2jHtQi1gLMfnHaBbBPIhBv8bymwpUzyp1qHFfWS9+sku0ronfTqlhvs7vRbgNZtNz5nVBeM7nTrQmmIgNZvwX9HKfzbLFg21p3gA4TScPFauHAdrKyD75wC7QE4aysM74ZHjoWSNHz/t3DuViUflS9cKWsh3LAkhMtxHImQTi/pGWzaKAHH1LH9Jo7XxPIZ2H4dy6+T82lYAQ3Lr5H1aViAk7FQYhn0WBY1mkbLu6B54ln80RyaLQ+5PhwmXgfIGIJIQKW1XOODYQorhwi2lTp86HPo1Cyiin0IuQk6Ch5HQc+P1RKSpCKJKTZJ4RwU01UQNugVLjhcZ46EIw2icNw2ELYHXXMQapYMWZBwqurn/9YmOMkHcdXPupJJ7Iw3ItsiyFaJJ6VTYcYYUrqPutL9BDyH+jCm8ZDARwI/Mekn4fgQwkD3aqT9HizVwWdFaEjsojzblzPHEirdRhU9RgUHPNV0GqXENC/IHEOTexgT30p1us8N30EhroVJqiFiagkRNUxCKyFhluOYVQTNMOW6n7BuElBU/IqBoQ3ibuZkIbbVjc1p/Z3rrjZiEWhB19qz+xcgNAiNg+4/uzl3GhbkrTkCvEMgMBJCY8AMHXr9Ior4G6JIeooooogiiqTnr8N/hqFmUNGOg+EAdr44h6kPd8wBqQEGoAOmW4SXg13lckACiAOxfImCjLq7PjDhXR+854P3ArA3r0miSqjIgddx3a+6NEj1sxRpDtRnBI0phcakYGhSUJ8U1CQkq4OSx0ZYNAfotSAMjcL5G908MP89GXq8cMY22B1yXbsuWOeSn/IjaOE4AnKGTtrrIRHyEi/zkynxkgkp5IIKaT84usRRbRwkImNhRCy8kRyeaBZPLIc/lsUXzRGI5jByAy0Mh5d+lvmS0yDqU9hfprGpTuWdEQprqwQHDJuIahNVbOKK3Ss2AeB1BD5HyVtswBKSrHDICFxrzcf1gxsMH0ViDndOgTlFh8KOWbDjDJSO8Zw6/VeMmPYz3rdbWJ3LEVTgihBcHVSp0v0IwyFgxxnonJXJGezvqWV/9xD2dg2lK1uCryZFxfBucrorQuAROUIkCTkxAkqEgNpDqdV5kKVnr3cI+3zDSGlhVClwgLSiYjhJalP7GJHYieH0xQBF9DDdRjWWGsDBQ1IvJWuUkzYqsBUdU4BfNQkYfvxGGL/mxaOo6IeztkgHkh9CZL1boltA5lyp+PITYei5YOeg7XfQ/nvw1Lmua/FtEBwH9eeDEXCJUGAkBBvdWisKFhTx94ci6SmiiCKKKJKevw7XziSy7T0UVSCERBEOKhJFsVGERAiJUPNu/SouSelfD9gn1XzRRG+NKkB152L0K0JxXKkJzZ13CVX2XufjeNXst+DddF95Pw2J/MddokCTDjUaeARkJOyxYFsOYv2sPgrQoEGlCl0O7MxxkOjwFB0qNXgrDVnp/r0mBxUKfC8E55gKjgQHgSMFNgKEiqP07ZfSNfqInESxJGpOomYdtJxb9KyDatFLEMl7xUkHhA2isF/2a2O7x6V0iV7cEHT4FXaWq6wJC3ZLyV4paXEcWqSkDeegSBPTfew4uHlvCvz0E+EvJTH5UxQEqnSLJpXeHDxxLdfbSM/4OebAdM7INnJMxX7GDN1ASck+nk5m+a8IbM+5n9/XS+DyENiyhA9LhrEvNJTOlJ/EVoXt74xh85Zj2dtVT2cmzP72oZT5u5k987ecMeMVJg/dSrmIEqaHoOxGpU9AIqoF2Rway/bgKLr1UnxOlop0NyXZLqoybdSk9xHO9cUTZxWd3f5GDnjryeoV6MKLV+pYqh9H0VEUBUVR0VUfhmaiKwIPNn6hYup+dNWHphwh6WfmQB/JiWwAK5+fzzsUwhNcMhNodF+ObAR2/9wlOaHxkGqFXDfUzHElq4UCut9NTBoYBv5hoB5W3bSIIv6mKJKeIoooooiiettfh+e2E2xJA66IwGBWA1sROIpwJ/LCje0puDIpjqucpjkOmu305mLpmxF/PNJpK4KcqmFpCpaq4AQE1EjUGgel2kGrlmjVDmqFROQ/1ToNvgh8IQayHZx22JyEdwW8G4B3K+CFcJ8b3IgEzIkKmjKCUqmALtjthR0eh52GpFV1DnKZA5fgkJ+DBySszrpEycrC/B74gg23mgYVQqAJiQYYjkR3cpiOg25LdOmggntivkgNpOHOO0XBD6xwrN++rAIx4Rq94kBUuHVEQrMFW3OwPQt7LckBxybm2MiPzCjgKpX91bIo4uBNA/Aqbr6YgAI+AYZwjzmALSEtXWKadCAlJRkpcQ1mB+cgGq3DbaVwYTCBR3kVR7ok9/sR+NFe6HZgtFXK3OY5dG28nAfPaeS28+vIVnioWL+J0A8PEPnVMOrMKOPq13Hc6PeYX/YMY4dsYtzQzYTMvmTeNiptWjXr/OPYERrOAV8lUgjC2QhjotsYHd/B1K4/H0SGWjw1bAmN4f2KaSTMGlSthJDwUJPL4SGLamfxywxeoWFqOqpqIlQTXVHRhYLhZDEdG03R0LUSUM38qsAAWAmIbsyTnHVuXA6AXgIlkyE4HoKjXHlpaeWJsQWpfbDrp2DFoeRo93zVgBFXQWAEIMFX44oZ+Gpc4QKl+HVZRBGfFPF4XJx66qlN77zzzhZtMLfTj8Ddd99ddcMNN3QEg8G/QHVlcAwZMmTSypUrN9XW1vaudT3xxBPhDRs2eL/zne+0flr3GQzTpk0b097erpum6fj9fuenP/3prilTpmQymYy44YYb6l588cVSwzBkPhfPvvnz50cjkYhyzTXXDH399ddDgUDAURRFXnbZZQduuummDtu2ufzyy+vfeuutkBBCGoYhn3nmmR1jx47NHq4Pg43/08a8efMazz777Mill17a/Wlc70hy5zNnzhz1q1/9aldFRYWtqurU0aNHp2zbFqNGjUr98pe/bP40352/BNOmTRtz//3375kxY0ay0FeAH//4x2W33XbbAYDm5mb9a1/7Wv3LL7/8marhXXnllUPPPvvsyDnnnBP76Nb/ePiH+hUXQswF5o4aNerTu2gkMmiQuw04quISHlXFUgW2IrAVl6DY+WOWIpBK4ZjSe46lCGxVuPle8hNfUSBHjkS1HQzHQbcKRWLkbPScgzedRYs7KIN9NQtwKsGuBzlEgVoQtRJ1vEQ/HibhlsstyHUqdB8Q/CkqeC8HH6iSFWGHX/pcc4lhw/gDCsfsFsxpVZm6X6U0afNhGJpLHH43Al5vgLYgICFe0CcAOjV33zLF4ZVkmvkb4ZwtbgxRaRoOGBDxQEKHlO6q1BVK1HTrhAGxfvtj+f1RA6L5cweSsL8Ih+OdH8dCI3vDlw663MBLSvJEyskL9x05j+pBJ2ooGFLBRGEoHq41S5hXHqU82APAH2MG32r387odwZHApnPhnZvYFj2RHV+3aLi3mbFs4YI1P2H0n3YwLHGAprHbGPbdPQfd6kC6gpgnxHZzDK3eajq8ZaQMDz6SNMW3MSm6llN63uhtn1Y8bAuO4u2K49kcGsvuwAgcvYyA4qcxE2V8spUmK4nAwbTBQxKP4qArKsIMIJUyECoKeY9O6aA6WQwpXZU0vcSVhu7/cB3LtcxE1kHPekjsdB+S4nFz61SeBqHRoJW6D7m/i6FiQroFetZA68tuLE9gFPSsAv9waLgItLC7uhEYA6FG8FSDp6qo0FZEEX8hvve971Wcc8453X8J4QF45JFHqhctWtT1WU9cL7roogjwmcpcF2S7lyxZsnPGjBnJ+++/v+KGG26oX758+fYbbrihrrW1Vd+8efMGr9cr9+zZo73yyivBfN8aGxsbM83NzetVVWX//v3aD37wgwpwJ86F81RVZceOHXooFPrMJ/mO4yClRFUHWYz6H8aKFSt6iZBpms7mzZs3ApxzzjnDH3jggcq77rqrrXDcsiz+0nfx00Chr1u2bDF+8pOfVBVIT2NjY+6zJjyWZXHzzTe3X3rppQ1F0vMPACnl88Dzxx577KJP65ojTjmd1tIo/oxGMK1QknEoy9hUpjPUZlLUZeLUpyM0ZrqpzqQJp6E0c6h09MdC/yCU/oUB23q+DHZMASUNynZgh3PwcT9QBVSDqAajyqG6Cr4wFr7Q703Y2wXvdsK7WXg35PBkJTx2tDtLL0/DtA44/gBc1gIPr4d2L/xwDPx0hEtKQllIKW7MDEBahyVHueXjwrD7xBUc4cYP2aJPrOEvDvovQBxm+5NCDEJy8l6IGsL9qKSGKTW8joHPMQlIg7BjUoJBudAo0RzK9SyVZoZKT4pqT5IaT5ISTeIVbm6aPue6LK0RD2+2NvGLnYLfpmPEyjYisjo1O+dxcvcxTK3poun2exlTs4WRyZ2Yf+xb8OupCrP9wAhe33IK+98Zgrc0xZBJ+wk3xAkRpSazj6NSH6BkZK+sequnll3BUTw97HzWlUxgS3AMuwIjMRUP45JtTEi2MjGxn89HOzGUCF5Vx6OArjroQqChYAuwhA5CRwiBCXhwn5PuWAiZX3DUA6B4+6wqUkJyd7+4nM1uAlEU1yJTN9dNDuqp46BILkUBoYOVhMgmiG1wY3oKrnb+RrBSENsMlZ+D6s+Dorr3LTsKzErXwmOUFRXaiijir8Avf/nL8ieffHInuKv1d911V11paam1c+dOz/HHHx97/PHHd6uqyrPPPhu6++6767LZrGhoaMg8+eSTzd/73vcq2tvb9ZkzZzaVlpZab7311tbzzz+/ce3atX4hhLzooos67rzzzvb169ebV155ZUNnZ6emqqp8+umnd06YMOETGesffPDB8pUrV/qXLFmye968eY3BYNBes2aN/8CBA/o999yzt2CxuP3226ufe+65smw2K84666ye7373u/sBZs+ePbKlpcXIZDLK1772tbabb765A8Dn8x195ZVXti1fvjx033337e1/z1mzZsUfeuih6lgspvz85z+v3Llz51qv1ysB6uvrrSuuuKJ7w4YN5urVq/3Lli3bWSAYdXV11re//e1WgJaWFr26ujpXODZy5MheX4ZHHnmk7IEHHqiRUorZs2f3PPTQQ/v63//qq68e0tDQkC1MvG+88ca6YDBof+tb32obbJxbtmwx5syZM/qkk06KffDBB4Fly5Ztb2pqOqxFqYCbb7659uWXXy7JZDLKscceG3/iiSc+VBSFwT63cePGZa6++uqhy5cvDwsh5C233NKyaNGiboBYLKaefvrpIwe+O4ezXJ188snxtWvXel944YXgPffcU1tVVZXbuHGjb8uWLRv++Z//eehbb70VzGazYtGiRe233HJLB8A3v/nN6l/+8pflQghmzZoV+eEPf7jv7bff9l599dUNqVRKaWhoyPz85z9vrqystKdNmzZm6tSp8TfffDMUi8XUhx9+uPmMM86Ix+NxccEFFwzfunWrZ/To0el0Ot37I1Lo60033TR0z5495tixY8fPnDkzeuONN7afffbZo7dt27YhmUyKSy65pGHt2rU+VVX5j//4jz1z586NPfjgg+UvvPBCSSqVUnbv3m3OmTOn5+GHH94LDPr/Ew6HnSFDhkz6yle+0vGHP/whdNVVV7VfeeWV3T09Pdru3bu1YcOG/c8mz/o7wD8U6fksMO34N9modROTkoiU7JFykCwjhyIg3GSKIQHhfGLFcP+i5mvt0OOFbc/faHF5aJlb5uX/tiRsyPaLDwrBy0P7JvqjdTjeA3eacMCC5xOwKQdBAdUq7LL6DBsqMF6HlIR4rxuXG6vSnzhkVbd8aviIeatLUlyLgzfvfhZUIKAIQsKNgSpVoUxAqQZhRRBWJGEFSjQoVSRlmnue3nuvwogKPoCuo1rOUknlTNKWQcoySOU8JLIeEpkKEtEw2+Ll/DkVIp4JEEsFSdoaadUioyeJaxm2+7expfQDunxd1PgM/jXk4V8qEoQnPA08TUYx2B4cxY7McF5deTo9u0rRzDRBb4JKbydj67dw7onL8Ct9imzxuJ+tgdGsLDuOZ/wXsLFkPCvLprAtOJqk5mdYupOmZCsTEi3Mj7Yyvn0zIVXDm5eB1nUNzShFcTIIK4WT/0xtRcNRNAwggOuhaODKjyNzIG2XnBileauOAtmufnE56/uIiqcWKk523dV8DaD0Y/5CcQPfnJwrXhDdBLEtkNzrfg6K6Z5TcpTbrvNtN66nYaGbXBTpylGXHAOG301UahQV2or4x8Fll1G/fj2+T/OaEyeSfOwx9hzueDqdFnv27DHHjBnTOzFet26df9WqVeubmpqyM2bMGL1kyZLSM844I/ad73yn9vXXX98aCoWcb3zjGzX33HNP9f3339/y0EMPVa9YsWJrbW2t9cYbb/haWlr0bdu2bQDo6OhQAS688MLhN998c+sll1zSk0wmhW3bf/VKRVtbm75y5crNq1ev9px77rmjLr300u5nn302tH37ds/atWs3SSmZPXv2qJdeeikwZ86c+BNPPNFcXV1tx+NxcfTRR4+/+OKLu2tqauxUKqVMnDgxtXjx4v0At99+e+89nn322fDYsWNTGzduNGtra7NlZWWHWGhWr17tGTduXPJwFpUFCxZ0zZgxY+zYsWODp5xySnThwoWd06dPTzU3N+t33XXXkA8++GBTZWWldcoppzQ9/vjjJQsWLOgpnHvxxRd3XX/99cMKpGfZsmWlL7/88rbDjXPEiBHZ5uZmz6OPPtq8dOnS3R/3Wd5yyy3t999/fwvAF7/4xeFPPvlk+MILL4wM9rktWbKkZN26dd5NmzZtaGlp0aZNmzbu85//fBwGf3cO5z6Xy+V45ZVXQp///OejAGvXrvWvWrVqw9ixY7P3339/RTgcttevX78plUqJ4447buzcuXOja9eu9bz44oulH3zwweZgMOi0tbWpAAsXLhz+3e9+d/dZZ50Vv/766+tuvfXWuscee2wPgGVZYt26dZueeuqp8N133113xhlnbL3//vurvF6vs3Xr1o3vvvuud/r06eMH9u+BBx7Ye/bZZ3sLVqktW7b0Bozee++9VQBbt27duGrVKs+ZZ545eseOHesBNm7c6FuzZs1Gr9frjBo1auLNN9/c5vf75eH+fwA8Ho/zwQcfbClcf9KkScnly5cHFi5c2MP/MhRJz0dgztahzC4N4yeNT6bxyQSKyBDBoEvoRIRJt9CJKBpRoRITCjEhSAhBUkBK2LQqWT5UcmRFloySI6NmsZSPpk6qBJ8QeBH4UA6q/Sj4EfgdBb9UCEi39joCn1TxOwKfpWI4oOSD/IWU+cmmBKdQA9KV4RbSjT8SUqLIvLudZuP3OwT8Fv/kd/hSwMFfZpP1Sj7oR4ReS8DSvLFUlzDUcsURduju1N+f1UlpNrbqsO5jxNT8JRD0ERe/AqUK1KkwRIOhOtSrUK9BeZ5olqgu+fSJIy3mS1c0AZCyEI0l8vcTCCTKYZL8SOk+g1Sh5AleUtqkZJKUkiSlQ1KFlAmpQP82fduFc5PSfdbdDkwz4ataOSM6p7CzpYnvB/2kpgbQVEnN1n2MXPMhRwXXMfeYl+AYtz+OFOzxDGNT6VjeCJ3CtuBo9noa2RZsYnN4JE7+R7UiG6Up2cpRiVYu7nqJozOd1AqBX9XRFRVNU1GDFS5pcSyEHcN2ctgIckKAYmIKQRCXTB6UX1c6rnQ0ElQfaD5XQa2/+EB6v9tWC7ry0IGRbm4cPdj3SRfczWQWslGX4MS3QXwn2PlkUZ4aKJkEwnQFDVJ7Ib41f6wWGi8Bo9ztnK8BSiaCqoOvvqjQVkQRnwJaW1u1YDB40I/dpEmTEuPHj88CzJ8/v+uNN94IeDweZ8eOHZ5p06aNBcjlcmLq1KnxgdcbO3ZsZs+ePeZXv/rV+rlz50bOPffcaHd3t9LW1mZccsklPQA+n28wD+NPjHPOOadHVVWmTp2a7uzs1AFefvnl0Ouvvx4aP378eIBkMqls3rzZM2fOnPi9995b/eKLL5bkx61v2LDBU1NTk1BVlYULFx40Mb/kkktGeDweZ+jQoZmHH354d2dn58eei9166601y5YtK+vq6tLa29vXjhw5Mrd9+/b1zz//fPD3v/996MwzzxyzZMmSHbFYTD3hhBNidXV1FsD555/ftWLFikB/0jN9+vRUZ2en1tzcrLe0tGjhcNgePXp09r777qsabJwjRozI1tbWZmfNmnVoDoMj4KWXXgr+53/+Z006nVZ6enq08ePHp7q7u2ODfW5vvPFGcP78+V2aplFfX28df/zx8TfffNMXDoedwd6dgaQnk8koY8eOHQ9w/PHHx77+9a93vPbaa4HJkycnCnFOr732Wmjz5s2+3/zmN6XgWpA2btzo+d3vfhe6+OKLe+PHqqur7c7OTjUWi6lnnXVWHGDRokWd55133ojC/c4777xugJNOOilxyy23GABvvvlm4LrrrmvP9yHV1NR0pAyGh+Dtt98O/Mu//Es7wNFHH52uq6vLrlu3zgNw8sknR8vLy22AUaNGpXfs2GF2dXWpR/r/ueSSSw56RpWVlda+ffv+V6ryFEnPR+C6cp1oxY5BjhRC3Q/5Xv7UYAuIIYn1ZXI5FB9lDRrw1d83XQek6OchJw5SDht4uhSAI5FRIJpvJWQ+eejBt8kJ2DtAYCth5g7tz8dci9NwLWdVqkteRuowxoCRGgzRXcGGahW0ftdL24KkrZDIl2S+RNKC7ZZCjy2I2IKejJeedJDuZIiedIhoqoRYKkQsEyKRCpHKecgKG/Q06EnQEwgzAkYMYcZBS7nH1DRoWaSaBTWD1DKgpd34kL8Aiq2j2gaqY6A5OrqjYaBRnSnlzAMnMF6GqajfQf1RG5ihvYPPTsEm99xIOsT2spH80ZzJlsqxbBndxJbwWHb4R4JQyao6luISHG8uw6hEK19qX8mkzAGmZDoZjYVXUfEKFUNRwZu3eEjHJTp2EmmnsKTjinagYCgGASQqEkP2S/Yq80FPtoVr7VJAMyHV7hKVyEZI7HItPorhCgdUnOjG2phVLglRVNc6IwFssNIQ35G35mx1yQyA6nXd0lDAikK61S0INzYnNMF1a/MOBaPC3S9UKJkA/gZXyMA3tKjQVsQ/JI5kkfms4Pf7nWw2e9CvlBiwwiSEQErJySefHH3++ed3Hel6lZWV9vr16zc+99xzoR/+8IdVTz31VNkjjzzysS0OnwQej6f3y7ugciul5Prrr28puEIV8MILLwRXrFgRXLly5eZgMOhMmzZtTCqVUgAMw3AGxpAUYnoKf1dXV9stLS1Gd3e3UlpaetCP/ZQpU9KbNm3y2baNqqrce++9rffee2+rz+c7utDG6/XK+fPnR+fPnx+trq7OPfvssyWzZ8/+WDEbc+fO7V66dGlpa2urPm/evK4jjXPLli2Gz+f7RPFCyWRS3HTTTQ3vvvvuxlGjRuVuvPHGunQ6rRxOOfhIisKDvTsD0T+mpz/691tKKR544IHd8+bNOygfyW9/+9vQYNc8EgrviaZp9LcwftLr9MeRnoFhGL0HVVWVuVxOfNT/z8B4uHQ6Lbxe799U3OFvhSLp+Qj86msP8W/fvRIzXU86HSCdDZDOBEilS0hlgqTTYVIZd7qHYrlFzaLocUxvN6a3G8PTg+6JoJtRdDOGbsZR9QQoNg4OjgCJxJKCnKOTszUsR3WLVLGkgiOVfO3mO0GxXb1mNQtqDpRcfjvj1orlmniEnZedc9/v/Fd3nqwMIkf3aaJAokS/Pwcompm4FpcqFYaoMERRKZU6hmMgLC+O5SWe9RDNmkRyJvGcwfqcybuWQdJWSSNJS0kWm6ywsZQclpp1yYiRcImKloICCVEGKAgoPeBr4SOdPmwdcl6wvMicF3I+pOV196XLIOdBsT0YjoYuVQxUPCh4EHiEwKeAT5EEVJuA6hDUcgQ1ixItR8jIUmqkKTUylJspSs0kIW8Cv5kg4IljaP1NY7uBNdgo7PQPZ0t4LC+3z2HLriZ21Taw4dgJtEyod2XQbYmKg5234KiOTX2kjdHRFiYk2znO6aRJxAipKgGhoAnQlPwnJSWQg5yFcCwcO4Ml8xYaIdCEjh+BCphIFGx6ddeVgqa6AthgOyCTruhAZINr0bFT7hsQGNkXl+MfDiJPOArTJDvjlkyLG5MT2wyxbeCk3fO1IGgh15Jjp9z4H73UlZeuOMW12vjq3QvKHDi26xYnVNfKVD7VdWtTTTf5aFGhrYgiPjVUVlbatm2LZDIp8iv5rFu3zr9582Zj9OjR2WeeeabsiiuuOPC5z30ucdNNNw1bv369OXHixEwsFlN27dqlT548OeP3++1IJKLU1tbS0tKimabpLFy4sKepqSlz2WWXDS8rK3NqamqyBdetVColLMsSwWDQGT58+IRdu3Zt+LTGM2fOnOhdd91Vd+WVV3aFw2Fn165dumEYsqenRw2Hw3YwGHRWrVrlWbNmjf+TXDcYDDoXXHBBx6JFi4YtXbr0Q4/HIz/88EP9xRdfDF5zzTVdkydPTnz9618fsnjx4n2appFMJnvTjbz55pu+oUOH5hobG3O2bbNu3TrvpEmTUjNmzEjceuut9S0tLVplZaX19NNPl11zzTXtA++9YMGCrkWLFjV2d3drK1as2HKkcQ7W93PPPbfxuuuuaz/11FMHtWYkk0kFoKamxopEIsrzzz9fOnfu3O7DfW4zZ86MPfroo5XXXnttZ3t7u/bee+8FHnzwwT1r1671DvbufJLnXMDpp58eeeihhyrPPvvsmGmacu3atWZjY2PujDPOiH7729+uKwhntLW1qdXV1XYoFLJffvnlwBlnnBH/yU9+Un7iiScecbX75JNPji9durRs7ty5sffff9+zdevWQ2YY4XDYTiQSgy5bF84/55xzYmvXrjVbWlqMyZMnp999991BZypH+v8ZrP2OHTs8F1xwwaeiqvf/Goq/8B+Bixc/QpuiQHAXlBSIRbYfyciTDjV70Kq+gxvBcYT8nJ8MUiCkq0ggZH/mIF0KI5yPJjCOAMsDtunWloliGwhHRZUKigRVSFRFogoH6Sg4jomdM7FsD5atYwsJegr0hFs8UTBirrVjIPqTnfwOFQ1VUbAcG4lDGodWG1ptWAv0ZXFNkzcpuf5RAxffpQKOCbbXLZYPLH+/7XKI5bfzZKVQG46KIV03QQ8u3/EhCSg2AcUmqFqEVIuwliWsZykx0oTMNAFP3CUi4XztieA39/fuV5WPv3CStXTi6QCJjJ94xk8i6yOZ9RHPlNKerCXTqZMWOlmhksEg7TVIBPzsH9XA28fPZntZE9ldHjAdmCFAEe5L1+8rtDIdYXi0ndHRTsZFu5iUjVARgBKvIOCR6I7AIIQQedc94eZNEk4WW2ZxrBQyLzCgqQZexefKSSNQ6U9s8p+1zHuVSAcynXmXs7xFJtvptvNUu4lBg2NcoqP5KRApHAvsqHu+bUFyp0t0ohvd/DuQt/gUnrN0XeX8w8B7HHjr3W09b5lycvQSOFUFxQdqPumV5oXwJJcA6UG3X0WFtiKK+NQxY8aMyKuvvhr44he/GAM46qij4jfddNPQzZs3e48//vjYggULelRV5ZFHHmm+4IILRmSzWQFw55137ps8eXLmq1/9asecOXNGV1VV5RYvXrzn8ssvb3QcN2X03XffvRdg6dKluxYtWtRwzz331Om6Lp9++ukdpaWljpTysL+KU6ZMGV9YjZ87d27X5MmTP/Ln+ktf+lJ0w4YNnuOOO24suNaDJ554Yte8efMiP/rRjyqbmprGjxw5Mj1lypRP5P4FsHjx4n3XX3/9kKampgmmaUqv12vfeeed+/Pja7722mvrGxoaJpWUlFh5Oeu94LoQXnXVVQ0Fi9pRRx2VuO2229p9Pp+844479s2cObNJSilmzZoVufjii3sG3vfYY49NJxIJpbq6OtvQ0JA70jg1TTuE+GzatMlXX19/iNO6ZVnCNE2noqLCvuiiiw6MHz9+wtChQ7P9n81gn9uCBQt63n777cC4ceMmCCHkt771rb3Dhg2z1q5dO+i780mfM8ANN9zQ0dzcbE6aNGmclFKUlZXlfvvb3+748pe/HP3zn//sO+qoo8bpui5nz54d+f73v7/vpz/96a6rr7664brrrlOGDRuW+cUvftF8pOvffPPN7RdccMHwpqam8RMmTEhOmjTpkPehpqbGnjp1anz06NETTjvttMiNN97YS0j/9V//tX3BggUNTU1N4wv/GwWBi8FQV1dnHe7/Z2DbTCYjmpubzRkzZnzid/QfAcXkpB+Bs793I29u+y26YyIcDRwdbB1h6+AYSFsH2wBbR0oNR8q85cbBETaOcHCEhaMUiusC5WgFd6kkGPE8cfgIERRbh3TJwSVVeui+wxXLw8HMKE+UDjLBDPYbUXhHbFAt1NIMam0OpTaLUi2hykFW2DgVMZxQGieQRvpTOJ4k6HGwY5CJQiYC6Yg7GdV97sRT9x68na8V1cSjuKICfhz8QhIUFgFswjJLwMkQtBP4rQQBKz54nYvjtwfWn8i1lpTqIa4FSKj+vlrN10q/WulXC3++DpBQfG4tfCQUPwl8JIWXnNAReX7gJq8VbsJaQ7h+eobIkz3hKiOoBQYp+5nO+rZFj8OQ1gjHmW2MTMQYmkziswQhXaHEI6gJCcIeBVPNExagN8uttHFkFjuXwLGTKNJBESpeoWMKFQM3NqeX1PQvhX12CnrWQvcq15KTzHvSaEEIT+wjOUY4H0tmue+BzPbJSme6XHe36AY3j84hLp2KG4vjq3djcPyNeRc4w3WBk0r+fc7lH6xwk4sqGqh+VyzBCLt9Uk23z2YFmOVFhbYi/p/H32ty0rfeest733331fz617/edaRcK582fvGLX4R37NhhfvOb3zzEulHEp4Ouri7loosuanzppZcOklq2bZvJkyeP++///u9dxx577CArokX8rbBkyZKSDz74wPdf//Vf+//WffmsUExO+ldgw7IziPSMBU9PvnTnSw/C04MM9oAZAU/EtYAcCbaGyIQQmRBqNoRIlyMiI3r3kQlDqgQyJTjJMmTKLU6iDJmsgFyAgRE3QtigOCj5WggHIaQrcyzc2aSUArQcUrWRjop0FKRUkVJxg3VCAiqBKlCqLIyqrFsq8qU8h1GadUs4i6FmMZxBSiKLEc2XjixGPL8vmcVIZzFSWYysglc6+I02AmYcv54gYMTxG/laTxDQ43i0T5YaNG75iVsBEna+dvzE7CCtdg1xx/37oFr2q0WBzPhJaHlSo7vbjqH1SYQbgJZ3CVRknqzkj2mFIvqk4FT6yIuWb6fmi0Kfe+EnmXALATkJG4Dl0BiJcvbYdqaOjGLhRpmpqkqNJ0i9H8p84DMGUFkpsclh2ylkLo6QGVQp8QkNj/CgK2LwLwbhWhrda9gQ2wHdH0D3n10paWm5SmzhCVA501VF89b3xQJJO0/UHJeoSAu6VkPPapckOQM+c6McQuMg2OQSJl+DG+PTu07jgG2DTEM25lp9hOrKXhshV25aC+aJj35w/50MeGtdElREEUV8Zpg+fXrq/fffjxZy1PxP4Stf+Urkf/SG/wtRVlbmDCQ8zc3N+qxZs5pOOumkWJHw/P3Bsixx++23t310y39MFC09HwHlilOQ9W+6fzjqX2hpCaPl/BhSw9RyGFr20KL2/zvzEcdzRziWxfBmMXz54slimPmi92ujZDGEW0wn00tcVPnxXbQ+CTI5g6zlloxlEk8HiGcDJHJ+4rn+ZMXXR0ZkgAR+4iLYZznpb3HxeEh5TNI+DeGXCK+DNBSkruJoGlLTkIYKhuImhXEzYPZte4S7/WlASoTjFHimG+AvBpGFcyRKxkGkHERCImISIhK6BHQInFYFu0WFtHA9/DL01RngAHj25DhlzgH+6SudhKtzONL1XPQZUGdAYxD83j7jkHtbB0tmcXJJhJ1Aw8nHG+noQvvo1Q8p3cSe3X92rTk9q8HKW8d9DRAeD8Fx4K93H4Ai8paXPNEQOqQPuIlAe9bkSU6/30ORV00rPQbKjnNlqbVB3OKl4xIWK+5aaoTiEhezzs2rY5a7sTpKPyUNWTCp9bNOCXFwmyKK+H8cf6+WniKKKKKI/0kULT1/BX45eSKJA1m8jtfNweJx0HwWumKjKd3o6gF0xUJXc+iqhalm0bUchpo7iKR8FrCkSlYYblEMsqpBVssX5eASVwJkHYNsLl+y+ZLR89s6uaxONqeTy+hksgY5aZBRPGQUk6zqOfj6ukFGN8kaOllDJ2fqZE3DLYZBxmOQ9ZhkvQaWobt+aiZg5onGpzXfzMh+pGAQopDGzbGdddBsC1Xm0GUOjSy6zKAraQwlhaGm0JQMqnQtY46p43h8WIaBbXrIeXWyPp2MzyDt85DxGwcTGiFQbYk/lsIfy+CPZ/DHsvjTFsGkhS9uE0hl8WZsDB00HQzFtQrpGqiKQC0DtQLkRMilNNJxjXRCJRXXSMc0kjEVf9hm6qxuvF6J7oBHBVOHmgBUe8Gfj31ygKy0sOw0Wi6BItP4AC8KmjDQPyp+RdqQ7XEJSneeqGTyXiJ6qUtwgmMgNBbMEhAed1DCdAlMLuIKDkQ35EnOPvqyNQGKB4JjXYJTPQu8NYfph+VacKxUP6lrb59AgacyT3KOkNRJ5FXaiiiiiCKKKKKI/7Uokp6PwJfrfgkVXfmUNgJbCmyZV1VzVLJSI+doZByNlOWhKxcknvCRznlJZ01SGR/JjI9kNkDK8pGw/SR1PylPgLTXR8rvJ+33kgmaZIMesiHDLcF+Re9HYFS3zgkdx1bdiX2WfCZIDg6DKLhS6dIlGR4OXv7/S+HIgy0RA0iGyDooGRslbqPlcnisFGrORrUttFwGxUmjOxkMmcMUFiZpNCxkUsGK62SjOukuP4nOIOluH5mIl2zMwEloBxObLCAFimKjGxm8vhT+QIxQaQ/BUBSvP4EZTOIJplANd8Js6ZAO+0iXBciUhkmXB0mVBkmXVpEI+0iWeEgFDpUs1tM2/qiFP2pTtTeDP57CH3cIpSXhpE1pJoc3l0MTNgIHTWRQZA6VLKaWw/RIzIBriNB1EJqKqqqouuIG2ffGVrmQvYIO+bAb2XfYUMCjuWluygJQ7XGNVpaUpGQWcik0K45PWniFKx6hC68roSntvLuZla8LSZwE2FmIbYLuNW58TmIXvSQjMMoVIAiNc7eNgEtcFB2spCta0LEFInnhAXuAuI3QXDnq8hOgejZ4qg59rwpucE7WjfmRFiDyymo1rpy0p9IVKjgSySmiiCKKKKKIIooYgCLp+Qg8VPsEbbv/SKmIUy66KBddVMoDVNJBldNOKYcKYDgIOowK2jzVbvGGiHnCdHur+/blS7unCuvjutlYQDZv2UgD6Tz5GGjZyOSPZSUiIw+2hqQFMk2etCiHOfcjamsgcZIIHBTVRtNymEYWw8hgmmk83gR+XwLTTKPrWXQji+2oJGJBYrEgHZEqYvEw6YwPKQefyArhoOtZvL4owWCUkuouKiraqKhqwx+KIDQHGwfbo5IsDZAoC5EqDZEoCXKgZCiJkiCJcJB4iZ+0/1B/NjNpEYhZ+KI2FW0pfNEk/rhDIO4QStqE0g4+W7oeUXmPLSFA0/KiYw4oqkD3Gug6eD3g8foxzLwVR8OVSpYW2A6Kk0MRORQni5LJopB2PcIUgaZKUARCUdF0BdAQmquspubF0jS/675WqoMmbXAyZLMxfHYCj7TQUdBREL0JPC0QBX961Q3sF6brGpZodl3WOt+HyNq+uBj/CKid48pIB0a4+W+MsMu84juge6VLdGJbINU/HlKhl3n7hrkkp/x41yI00NoirbygQaaP4ChmPt9OAMwwGJVgloHqKYoNFFFEEUUUUUQRfzGKpOcjUJX5MaeENtNmuiRlszmWFZ6ZtJtVtHmqiBtBHKGgSYuybDfV6ba+kmqlJtXGCQfeoTrTTsAeXCGw0yqjLVlNW7yatlg1bZFq2nqqaevOl44q2jsr6IyXY0sNgURKBcdRsGwNxx7sYyzEUjgYniSmN9lbm54kpjeF6U3iMdOYnhQeM4mnNIVp5NCw0IWNYxnYloGdM8lZKlbWJJczSCU9xBMh4skQyVSAdNpHOuslm/WQswwyGR8frZ9dsFv0tTOMDIFglJKSbsor2qmqaqWsvB1foJusXyVRGiRZGiJZGiIeDrExPJlkSZh4SYhYOETGcyih8cXThKJpSmJZ6lsPEIhbBGJZQvEM4XiGUDKLX3HQdNBU10NLzZMZTQERBKUEhFDQTAVVcUmtlApCCBQFDI+CqivoKq7lRrgCEVJVEAJ0XUHVFBQFFF2gCg1F0xGKz1VSBleQAgdHOkhyKI4FMotwEkhFujLlQqAiCTg5/FYGbyaB18miSzBUE6F4XcuLouXjVfJ9KRQUN1lnx1vQ+SfoWgm5vCy4txYqTnLJiT8fT6OYbpLPRDO0LXcJTiGRKIDidVlgAXoISo+FsmPd2ByjpN/H7biESuZci5K086prPvCGQXhB8+QJT5l7/yLRKaKIIooooogiPiUUSc9HYGvFUYgeh+p0G9O63qM63UbQGjwvVY8ePsiKs883lFVlx/T+HdFDOEJBdWzCVvRggpQvU1MfUJ1uI2QNnky5Rw3TrlbRplVzQKnggFpJpyijU6mgRymlWykhqoaJKSEURWCQw7BsdMtGzVloORvFttBylvu3ZSMsiZrTUWyBsLII20ZYNtg5lFwMcl1gWSh2DmE5KI7j5gZyXIU4KRQKGVtUxUGgkkqEiUVLicRL3DpaRiRaSjRSipSCyso2KioOUF7RRqAxitqYJVnuIRYuIRouJRYuYX1oCrFQCbFwmJwxwOXMkQTiaULRJGWdGRqaWwjFcgTjGUKxLKGMQ1nOwtQ1NF1F10FVwDDceboWABFUURWva7nB5QVqPrem0m+uLaV7Pyklqgpej8TvA0OXGCZoqoWmSgSuNUhV83Vv8lc3eF4isfOTeEe6KWKF05fMSEWiCtErCKcKiaYKVClRsFAcG1U6qEJgqibCCINi0Cs9PRiyPdD1LnS8C53vuWIEAHrYjakJjXPz1RjlbsxOfBe0r4DkLteiY+cVCRWPa+3x1Lo5c5yMWwLjXJJTdqybaLTXumS7QgV2PyuO6nEfvK/ErXFctzfFcPuj54lWkegUUcQ/DOLxuDj11FOb3nnnnS2a9smnHHfffXfVDTfc0DEwq/xfgyFDhkxauXLlptra2l5JuSeeeCK8YcMG73e+853WT+s+g2HatGlj2tvbddM0Hb/f7/z0pz/dNWXKlEwmkxE33HBD3YsvvlhqGIbM5+LZN3/+/GgkElGuueaaoa+//nooEAg4iqLIyy677MBNN93UYds2l19+ef1bb70VEkJIwzDkM888s2Ps2LGHzYEx2PiLGBz9Zdb7vyOPP/54yfjx49NTp05NA1x//fV1n/vc52KFfFSfBaZNmzbm/vvv3zNjxozkSSed1LRs2bIdlZWV9kefWUQBRdLzEXjim99kwyrgAK5rF+A1klSF2qkOt1Jb0kJNSSuV4QNUlRygKtxOdbiNiaH1nBZcTrmva9DrJiwfB3KVdDhldMpyukQpa9UJdGun0GWUkPQEQBcohoNXS1Eqeihxeiizuyl1uim3OpliraUi3UHYig56j6gWzLvX5YlYyUD3utre7YQe+NjPRDiuKIBmWWi2jWbl3Hgdy+pX53r3q7aFbuUosw9QmWslp+lESkrZHJ5AT/gULP1g9z7FtimJxSnriTFyfwdlG3ZS0hOhLJKgNJGgLJkhnMqgA0I3UXUV1eNBmAaKx0BRdUTYQCIQigUoeRExBVUXCCEwdIEUCooiUFSBpuYNNHmBL6G4rmmGCT4feDwC0xC9Lm394QxSBsJ1VOtTty6oVwsOVrH+qyBtcJLQtQY6/gRd77vEBemSieBoqJgBpZNBL3eJTWwbND/uWnAK75HQ3Rw4JUe5uXTS+10XttQeN69N1al5a85RLnmRMm/BSeXz7jiuK5vqd5N+6mEwgu5oZT7wTOiuJUjzu6SnSHSKKOIfEt/73vcqzjnnnO6/hPAAPPLII9WLFi3q+jRJz2C46KKLIriyN58ZCrLdS5Ys2Tljxozk/fffX3HDDTfUL1++fPsNN9xQ19raqm/evHmD1+uVe/bs0V555ZVgvm+NjY2Nmebm5vWqqrJ//37tBz/4QQXAj3/847LCeaqqsmPHDj0UCn2mzwrAcZz8QuD/bHxlLpdD1z9mSMCnjP7vyK9//esSy7IiBdKzePHi/9G8N1/5ylc677///sp77733MyXp/2gokp6PQGoDsHfAvqyPfT11tESrWb3nKCxLw3H6HqWuZQiHuykv66Cuah9j67cwZth26krbCBlxfGoSn5rApyap1Lpp0PfhUxN41SSKkO6suRC3A9hSJWX7SFp+UraPlOUnZfloyzXQbI0nbRtIJ29tUSx8WhqvGsenudccoX3IeH0zXi2JVxs8l1BWGsRkmJgMExUlREUpPaKUiFJGl1ZOl1pBl1ZBh1pBVA9j6xqWrmLpKo6qYmkKlqJgqQqWqpLTPFi6n4xXI6cqWJrq7ldVVNumLBJn1L4uyjd+SFk0Snk0SlkkQnl3F2XxLjQ7ixAOqqGimAaKqaEYOooiED4VwgpCN8BwEOgIJYOigiYct1YliiJRVYmqua5nQhGu65pSsEuBIwWy1w1MRTc113qjG2i6glRVHKEihYrjKGRyaj6Xq9pr4dKEiorAFAJVCFzHMoGCyJMZd7sPAxLB/iUTfmkDFlhZiG5x3dV6VrnJPZ2sOz7/cKg9y7XmKB5INkNiJ2xb4bq5FeAd6qqoeWpc60zyQ+hZB/Ft+bw7E93rlE115anpJziQ63ZJj2q6KmpGrUtyNA8Io09i2rFcdzajwm2nmp98zEUUUcT/c/jlL39Z/uSTT+4Ed9X8rrvuqistLbV27tzpOf7442OPP/74blVVefbZZ0N33313XTabFQ0NDZknn3yy+Xvf+15Fe3u7PnPmzKbS0lLrrbfe2nr++ec3rl271i+EkBdddFHHnXfe2b5+/XrzyiuvbOjs7NRUVZVPP/30zgkTJnyiZG8PPvhg+cqVK/1LlizZPW/evMZgMGivWbPGf+DAAf2ee+7Ze+mll3YD3H777dXPPfdcWTabFWeddVbPd7/73f0As2fPHtnS0mJkMhnla1/7WtvNN9/cAeDz+Y6+8sor25YvXx667777DppNzJo1K/7QQw9Vx2Ix5ec//3nlzp0713q9XglQX19vXXHFFd0bNmwwV69e7V+2bNnOAsGoq6uzvv3tb7cCtLS06NXV1bnCsZEjR/bKxT7yyCNlDzzwQI2UUsyePbvnoYce2tf//ldfffWQhoaG7G233XYA4MYbb6wLBoP2t771rbbBxrllyxZjzpw5o0866aTYBx98EFi2bNn2pqamQS1K/a0SLS0t2rHHHjtu37596x588MHyF154oSSVSim7d+8258yZ0/Pwww/vLTyriy666MBbb70VDIfD9q9+9auddXV11rRp08ZMmzYt/u677wbOPPPMntmzZ8duvPHG+mQyqZSWllpPPPFEc0NDQ26w92DcuHGZq6++eujy5cvDQgh5yy23tCxatKj7hRdeCN599911ZWVluS1btngnTZqU/PWvf71LURSeeeaZ0C233FJfVlZmTZo0qTejeeEdWbBgQedrr71W8qc//Sl477331v7qV7/acccdd9SeffbZkUsvvbR72bJlwdtuu63etm2mTJmSXLJkyYder1cOGTJk0vz58ztfeeWVsGVZ4qmnntp59NFHp6PRqHL55ZcP27Rpk9e2bfGNb3xj/8UXX9wTj8fFBRdcMHzr1q2e0aNHp9PpdO9k4YILLug56aSTxhZJzydDkfR8BC68EJ599n2ikXK6eypIJEIAWJaBx0xTW9XKkOrWfN3OkOo2wsE4UlEQjoMtQAiBxMsBMZIDOSAHEsWdPNsCLAVhS5SsjaGk8Mo0ppbEJxJ4tQR+PY7PiOPTE/iMOGWeTnx6HFU51KrpSEEqFySZC5LMhUhaJfRkGkhaIVJWkHQugI2GkKCqFh4tgU+L4tOjeNUoXj1Krd7KKG0LXi2OcKSrktYPlqOTsoOkrDApK0TKDpG2Qu52Lkgq6yOZ8pOyQ2SFH4HodSErQDpubL/AQZU5cBw0RSJ0FekdiuX3onoMEBZSAVSJMFWER6Ab4PE46KqFpjloqkTXXSEAIUQvqRGqghAqhfghx5FYlsR28nsUMAyJbjgoqkRVcyAzve3tnETJSsy8UIMGaFKCkKgoKEjUggdbb5LRfOxMbxyNyCuNiYP3UcjhU9hW++peElRoS19MDkBqXz5fzmqIrHPlocElLRXTwVvnkpXUXlcyuvWlvjgcvcS14lTNdNXUpAWR9W58T/vv3TbeOqj5J5fkhCe7/Zd5NTWr2+2H6s3nxAm5sTyq4d5TCNc65GRcYqSarluc5nPbFFFEEX8TXHYZ9evX4/s0rzlxIsnHHmPP4Y6n02mxZ88ec8yYMb2/IuvWrfOvWrVqfVNTU3bGjBmjlyxZUnrGGWfEvvOd79S+/vrrW0OhkPONb3yj5p577qm+//77Wx566KHqFStWbK2trbXeeOMNX0tLi75t27YNAB0dHSrAhRdeOPzmm29uveSSS3qSyaSwbfuvNh23tbXpK1eu3Lx69WrPueeeO+rSSy/tfvbZZ0Pbt2/3rF27dpOUktmzZ4966aWXAnPmzIk/8cQTzdXV1XY8HhdHH330+Isvvri7pqbGTqVSysSJE1MFS8Dtt9/ee49nn302PHbs2NTGjRvN2trabFlZ2SEWmtWrV3vGjRuXPJxFZcGCBV0zZswYO3bs2OApp5wSXbhwYef06dNTzc3N+l133TXkgw8+2FRZWWmdcsopTY8//njJggULegrnXnzxxV3XX3/9sALpWbZsWenLL7+87XDjHDFiRLa5udnz6KOPNi9dunT3X/psN27c6FuzZs1Gr9frjBo1auLNN9/cNmrUqFwqlVKOOeaY5KOPPrr35ptvrr3tttvqlixZshugp6dHff/997dkMhlxwgknjHnxxRe319XVWY8++mjpzTffPOTpp59uHuw9WLJkScm6deu8mzZt2tDS0qJNmzZt3Oc///k4wKZNm7yrV6/e2djYmJs6derY3/3ud4FTTjklce211zb+7ne/2zJhwoTM2WefPWJg/08//fTE7Nmzewokp/+xZDIprrrqquGvvvrqlsmTJ2fOPffcxvvuu6/yjjvuaAeoqKiwNm7cuOnf//3fK//93/+9+qmnnvrw3/7t32pPPfXU6NNPP93c0dGhHnvssePOOeec6H/+539Wer1eZ+vWrRvfffdd7/Tp08cX7lNZWWlns1nR2tqq1tTUFF3cPiaKpOcj8OabsG3bFOqqOpg8dhdDqtupqz7AkOo2SgNR12NHEQg7P1WWIC2fa3WRCpplo0pQpIomASlRJKgOKELNz4FVN+BEV5BKOY5QcIRK1FHosQXSBjutYjsCWyquWphw8GhJvFoUvx7Fr7mExadG8WhRPGqMoDdGhdqOqcTQlMHdezO2j7QdJGOHyDpBsk4lndnhtGYC5Gy/O9WXroKapqQxlRiGGsNQYphKjBKzg2p1J6YSR4hDE93ajkrGDpC2gqStIKlcgIztQZESoeSJiur6kqm6gqIKVMVBVUDVBEJTEZpAURSXMwCiIIJQIGQHJZ7MO5hJByld87vMfzBCgKpIhCLycTsiH4sk3Hgc8u2gN0aJ3uS9A8fWX196YBvZ9zL07pcD2g3QqD7oeD8MtAJlDvSppWlBN47GKHOvl94PHe/0Jf1Uva4KW80ZroXGP8INWIqsd0nTnmddYqKYrivb0HOh9GhXFlraeWtO2lV6K8TjaGEw/K5Qguj39eFkwU6441A8rlvbwCShRRRRxP8qtLa2asFg8KC4kUmTJiXGjx+fBZg/f37XG2+8EfB4PM6OHTs806ZNGwuQy+XE1KlTDwmeHTt2bGbPnj3mV7/61fq5c+dGzj333Gh3d7fS1tZmXHLJJT0APp8v/4X71+Gcc87pUVWVqVOnpjs7O3WAl19+OfT666+Hxo8fPx4gmUwqmzdv9syZMyd+7733Vr/44osl+XHrGzZs8NTU1CRUVWXhwoUHTYwvueSSER6Pxxk6dGjm4Ycf3t3Z2fmx52K33nprzbJly8q6urq09vb2tSNHjsxt3759/fPPPx/8/e9/HzrzzDPHLFmyZEcsFlNPOOGEWF1dnQVw/vnnd61YsSLQn/RMnz491dnZqTU3N+stLS1aOBy2R48enb3vvvuqBhvniBEjsrW1tdlZs2YNrsr0MXHyySdHy8vLbYBRo0ald+zYYY4aNSqnKApXXHFFF8Bll13W+aUvfWlU4ZyvfOUrXQBr1641t23b5j3ttNOawHWzq6yszB3uPXjjjTeC8+fP79I0jfr6euv444+Pv/nmm75wOOxMmjQpUbCMTZgwIbljxw4jGAzaQ4cOzUyaNCkDcNFFF3X++Mc/rvy4Y1uzZo1n6NChmcmTJ2cAFi5c2PmDH/ygCmgHuPDCC7sBpk2blvzNb35TCvDHP/4x9Morr5Q8+OCDNQCZTEZs377dePPNNwPXXXddO8Dxxx+fampqSva/V3l5ubV7926jpqZmcBeeIg5BkfR8BJ55Bp5+8E5MPchBc3ohUKSJIgWqo6FIiaIoKIqKout5MuO6TKEUVvUVHEAK16UqJ10LSGEKjAShSjQBmuK6Z+kFA4BwJ/tKPtm9LVUcWYKUJdg2dNrk1dxA5oQbKO/0XVtTMvjVbnxaBK8Wwa9GMZVCiWCqUfxiH4aIoYvkwMcAgCVNlxjJEDknSFZWELOHk8mGyMgAtq2595USVaQxlDimiOFRevAoUfxGlHLfPlSRpc/0I/Lz+v6uXvkB2yBt0RtL1XecXorS78Ah+wXCdRfMk5te/iDp16qfipzoO/OgWojB9w9y/8Neo3//+3OegdznoD4N8rcwXOEBJwepFuhZnd+vusSm8hSXCPmHu+IEVgIS2yG6CfY8BdlOt72/EYac45KcUFPeQuPGP4ECuq/PiqOZ7n0HJjR1snlXOlxS5KkBzVskOkUU8XeII1lkPiv4/X4nm80e9MUhBizkCCGQUnLyySdHn3/++V1Hul5lZaW9fv36jc8991zohz/8YdVTTz1V9sgjj/zFFocjwePx9H7xyvyClJSS66+/vuWWW27p6N/2hRdeCK5YsSK4cuXKzcFg0Jk2bdqYVCqlABiG4QyMZyrE9BT+rq6utltaWozu7m6ltLT0IGvPlClT0ps2bfLZto2qqtx7772t9957b6vP5zu60Mbr9cr58+dH58+fH62urs49++yzJbNnz/5YAfVz587tXrp0aWlra6s+b968riONc8uWLYbP5/tY8UKapknbdg0QyWTyoA/dMIzeZ6uqqszlcoNa5vq/K4WYLimlGDVqVGr16tWb+7ft6uoaNCxWDraYmIdpmv37gWW5+TgGvqOfBEe6H/S9V5qmycL9pJQ888wz26dMmXKIS+aR+pLJZMTH/TyKcFEkPR+B8nIwNROftwRFUV23JiXvslSYrOcnsk5e0MxypBtEX5is5iuBdAPmhURTcvm8K7I374sqDp3K957fayRwLQIqEsUBO2/kMJ2+444ERZEIzc3tYgNSCiBA2g6RtuvpLtxUyLx1JU8+hIpQcxi4Fh1dRNCIYYgIpohiKFEMInjUDkLsxGBwC4+Dhq2GsNUAthrEUUtwqCXpGDiYSEUDVKRmgOZBajq2qiPRcISCFAoS1b22dEC6ST8V6aBIG0W6gxeOg5AOCg66amNoDqpiowp3f8Hq02cBsvsl6Oy3z8knAy343RXcufL37ruO7NsuWJb634d8m4H37n+Nv34R0lVRK5nkEpzASDcnjqK7ZCi+HTrfcYlObJt7X9XvCg+UHgUlU/I5dxzX/Ux4XLKihfNJR/U+V7WD3kPZJzuNzAsVlOUtOsWvkiKKKOJgVFZW2rZti2QyKfIr76xbt86/efNmY/To0dlnnnmm7Iorrjjwuc99LnHTTTcNW79+vTlx4sRMLBZTdu3apU+ePDnj9/vtSCSi1NbW0tLSopmm6SxcuLCnqakpc9lllw0vKytzampqsgXXrVQqJSzLEsFg0Bk+fPiEXbt2bfi0xjNnzpzoXXfdVXfllVd2hcNhZ9euXbphGLKnp0cNh8N2MBh0Vq1a5VmzZo3/k1w3GAw6F1xwQceiRYuGLV269EOPxyM//PBD/cUXXwxec801XZMnT058/etfH7J48eJ9mqaRTCZFYXL95ptv+oYOHZprbGzM2bbNunXrvJMmTUrNmDEjceutt9a3tLRolZWV1tNPP112zTXXtA+894IFC7oWLVrU2N3dra1YsWLLkcY5WN/PPffcxuuuu6791FNPPWi1tL6+PvPee+/5Tz311OQTTzxR+nGeg+M4/PSnPy298soru3/2s5+VT5s27RDiNnny5HRXV5f22muv+WfPnp3IZDJi3bp15rHHHpse7D2YOXNm7NFHH6289tprO9vb27X33nsv8OCDD+5Zu3atd7A+HHXUUem9e/caGzZsMCdMmJB58sknywZrFwgE7Gg0egjROuqoo9L79u0zCu/ykiVLyk855ZQjEtBTTz01+sADD1T/7Gc/260oCm+99ZZ3+vTpqZNPPjm+dOnSsrlz58bef/99z9atW3vdUx3H4cCBA/qYMWM+Ueza/3b83c9UhBAjgG8AYSnll//HO7B3GRNKVqHrwfwk2o3vcN2lnLxMsYMiJIriuIQGxz2m9DtOfhsnb1Rw+q7Tu7/ftXHyZKIwuZZ5EuXuL5wjFIki+u0bcA3636d///OTd9E7CXd6+9Tbn8HwMRdAFCwUuwvdHly97rNHQcY576jWP1eNUFzXLKHk423UflY57eD2igYU1MWUfjUcbM3pnxNHHHzN3jKwD4fZHiy/TmFbC7hWHK3fb2ou4ube6VkL0Y1QkDsPjIL6ea5aW2A4oLkubwVXNT3UZ5kRh/kqkLJPiEAAqs9NGKp6ikSniCKK+EjMmDEj8uqrrwYKUr5HHXVU/Kabbhq6efNm7/HHHx9bsGBBj6qqPPLII80XXHDBiGw2KwDuvPPOfZMnT8589atf7ZgzZ87oqqqq3OLFi/dcfvnljY7jav3ffffdewGWLl26a9GiRQ333HNPna7r8umnn95RWlrqSHe1b1BMmTJlfGEVfe7cuV2TJ0/+SBehL33pS9ENGzZ4jjvuuLEAPp/PeeKJJ3bNmzcv8qMf/aiyqalp/MiRI9NTpkz5xO5fixcv3nf99dcPaWpqmmCapvR6vfadd965Pz++5muvvba+oaFhUklJiZWXs94LrgvhVVdd1VCwqB111FGJ2267rd3n88k77rhj38yZM5uklOL/Z+/M46Kq/v//urMww8CADCCrgMLsrLEYIiZuH8wlE1fcww2zVDTrV37Lj6lpbrmmuUYuaKaVVKaVikv6EUT2AUVRREBlHfZZ7u+P4dKIQJri1nk+Hvch99yzvM/7HvC87/uc9+ndu3fF2LFjy5u3GxAQUFddXc2ys7NrcHV11bTVTw6H84Dhk5WVJejUqZOmefoHH3xQPHLkyC5xcXHWoaGhLYeYbYapqak+IyPDVKlU2guFQt2hQ4euNc/D5/PpuLi43HfffddFrVazdTodFR0dXRwQEFDX0jgYN25c+blz58zlcrmSoij6v//97y0XFxdtampqizIIBAJ6/fr1NwYOHOghEom0Xbt2rcrKynrAQBozZkxpdHS02+bNm+0OHjyYa1x+8+bNecOHD3dnAhnMmzfvblv9XrZs2e2pU6e6yGQyBU3TlLOzc/2JEyeuzps3786oUaM6SyQShVKprPHy8moaV2fOnBH4+flVP6tIdi8q1N+54h6rcoraAWAggDs0TXsapYcDWAtDpN5tNE0ve4i6Dj6s0RMQEEAnJib+Q6mbcSwEuHfuobPrGzef043LhAwBC6iW0yh2o8ljSDcua3wZT4ApVuPm9sZ7unEi3lQ3xdTRWDf9Vz16UE3t6GlGBhbAMhy0CZahDIvdrG76r7YNYaAbN9uzWKCMNudTlCFOGc3slGm8NywvMwQUYOkbwKbrwWr0uLCaLsazogVFa0HrtKD1WoNXgdaADS3YLA3Y0ICCBiy6cWmVXvPXMit9/f1Lrv4JLBPDHhcWr/HwTON7XuO9idE9k9boHWFzG5eCGRk7aDSmKM79dVLcRo9ho3H0sNA6QH3VsLStPMUQbQ0wGDEdfA2eHEtPQ6ABduOBn1wLgCs0CjjQRoDsJkNHY3jPHHODZ4jFbzQSCQTC8wZFUUk0TQcYp6WkpOT5+Pjca63M0+Ds2bOmK1assP/++++vG5950t7t7tu3zzI3N5e3YMGCB7wbhCdDaWkpa8yYMW6//PLLA8bJP0EgEPjV1NQkP4m6XnYmTZrUaciQIeVvvPFGu50L9KKSkpJi4+Pj49bSs/b+VLsLwAYAsUwCZQintRFAXxiCQV+kKOpHGAygz5qVf4um6Wf7B6vHD/jhu4OwNLc08oLoGrdjGEIZNxkmLBboxkmusTHTfJmQzmhZGrPnnYZhjzmbC3C4hkMymcBfzKH3dON2EOYsGb3R6irGL0M11s/YspxG+4TLMfzMoQwHdPK5AM8E4DIxFDiGvUIc6r6YYY0NGy6dznDpdUBDgyFask77V7tMH1iNDhR2K/NqGoYldwCz9A7Qag0XIzePB/BNAROuQV72oyyxpfV/RRDT1wM6I4NIV29kHLWQpmOe1TXeG+XTlDfeN6YxeekHPnI9JFQzg8nEYDCxuI1Xo0HVZGzxDHtyKtIbDw1lNXpzRhiWrVnIDJ4YjqDxsE8mkEALhws9oDPa0GcmyhtHCJjaEUOHQCA8FiEhIbUXL16sZM6oeVqMHj264qk2+C9EJBLpn5TBQ3g0PD09a4nB8+i0q9FD03QCRVFuzZKDAFylafoaAFAUFQfgDZqmP4PBK/SPoChqKoCpAODi4vJPq3kQvg2qWJ3BMbVtMjoAxg4w7NOgmOVstB60Xgc2Ggxpeg30ugbo9XpQtMFoAQzGAMeEBTaHBRabBRaLBTaL1RRNjMJfW0KgQdMKN3ajZcEYOuxGA4MxWtiNhoaJicGgMeECvMaP+mw2wGEZDJtHxjicGeNJbVxdRdOAjoYhgIIOqNcAWg2g0QAN9X8ZMZSRAcdiGYylxj2OoCiDkSMUGgw+E84/lLNJXpbBUHhaZ8HQur+MrBYNqLaML6MyujojY6vesGytyYvV6NVi8w3eHFEAYBNsiLTGNTcEHWCMo4f1GjFn6NCNAQy4wsbw0/y2PUEEAoHwCMyePbsEAAYOHKgeOHAgmagRWoR4eR6euXPnPlMP7ovKs1iU7wTcF0XmFoCurWWmKMoawBIAfhRF/b9G4+gBaJr+CsBXgGF525MTF+DQhuN0KLrRC9IY/Yui2aBoNvR6w7yR2XNPodFrwjEYIyZ8wyZ7DosGm6UDRdPQaxuXcmm0oGkdWPo60I1hlfV0Y8A3ABSLAodjCOvMYhmMJK4JCzyTvwwEigWwOQaD55E8Ik8AqtE7xGk0iEz5fz2jaUDb6MWB3mAQaRoM93wewOcDHBOA+6Az7MWBbvSxsTiN7i0+mD1YoHWGQaGnAYo5HMg4rLUehqVvLINFzOYAtNGeIJbhaNO/9g81/sy1Arhmf3mGHkV5tN5gUNFaw8DhWhqMJmLoEAgEAoFAeIl5FkZPSzO0Vo0UmqZLAExvP3H+HotawKLe4J3Q6w1zWINsjcZN4xIsDtdgeDDnyTDR3AAWKD3LsKwNjDHT6PXgGQwVNqdxtw9bBy6HhomJDly2HlyODhyWFiyWDmxKAzatAUU1ukiaYl03/qw33vhOPdo+kXaAogAuBXAbz6Q0NoieC5h1gk1uNeNIbzrDy6OM8hkK4f4hTBkZJ8zeHLbBtcbiNqZzGvf0GO3zYXEb/zWKSW78L7PfCsb3/9AypPUGLxKtM7RpYmnYp8Pmv8DWJoFAIBAIBMLD8yyMnlsAOhndOwO4/QzkeGhYbEBTrwObQ4HPb9xvA2avDQWW8bI3mmqaEnM4fxlB7EY7hM0GuFyDkcMzMRgEnMYgYWw2BTbFaZyHthGRwzhssnHIZL3GEGWLCQqgZ9aXNbqp6MZ/mchiTRPrF8jV0mSAGBsrjV6VJmOFyaNHk4FCo7Hv1P12S1MkNybQQOOZNCyO4SVRjLHC/Gsc+c1Yh9T917PWJ61r9OjoDH0x6WDw6LB4z142AoFAIBAIhKfMszB6LgIQUxTVGUABgFEAIp9ExRRFDQIwyMPD42/zPgodrE1hwjdMsNnMR3wWwKL098172Y33bLbB4DHh0uBwKXA4+CudjRZdXQAaoxE09yS0cG88aaWBpok2syneOD/duHmU1hkyM2fQ6LWNhkLjz02bjpj6mX+NQykzE3zgwV5Qbd623F8mpAH9lyHXtDSM/is6QtO/NP7yYjWup2M1GiFsUzRFR0OjZ4XxroAxUIyXjBkbfi+JEUDrDB4d0AZdmDQugyOGDoFAIBAIhH857Wr0UBS1D0BPADYURd0C8AlN09spipoJ4FcYIrbtoGn6iRweRtP0EQBHAgICpjyJ+hhEjvagOeaGfTaN82cuB+DxDV4bbmO0tSaDqGnJWfNVey2t4muW9rdljO4Z46BZeIW/6jDeP9L8Z6M1esD9nhKaWcenBcCEjW7crE8za/YaO0kxdTYup2MMkubh35r3i9mIxGoM58ycFcN4VYyXgzFGS5Oh8pIZK4+DvtGjBz1AcQ1hqjlmjQENiH4IBMKzpaqqigoLC5P8+eef2RzOi3u2V1BQkHTlypX5PXr0aDqEMyEhQbBjxw7rXbt25bdV9kmwcOFCu6+//tqGy+XSFEUhNDS0cuPGjQU8Ho92cnLysre3b0hKSspm8stkMoVOp6OuXLmSER8fLxw9erS7s7NzQ11dHdW3b9+Kr7766hYArFu3zvqTTz5xtrOzawpDumfPnmu+vr51UVFRnc6ePWtBURRtYmJCHzx4MFcmkzV88cUX1ps2bbIDAJqmqU8++aSgpTOAGCIiItwGDhxYMWnSpLJ2VNF9ODk5eSUmJmY5ODho/fz8ZMnJyarW8q5bt8568ODBlW5ubhoAGDhwYJfPPvuswMvLixz8+ZLR3tHbRreS/jOAn9uz7SeJszMAVh3YbNrgtWl60sy4oGlAiwe9HEy2h01/aBoloZr9+1DpzfePNPu56d5IQIpqNLT0f23Uh77RINI2GkW6RiOJicmN++uhmi+ta4XWJuzG9ba4E6wNZbZpBPzdS/in9bYDzNlEtN7g2eLZGMJUP61odQQCgfCQrF+/3mbw4MFlL7LB0xo9evSoMTaC2gOtVovVq1fb/v777xYXL15U2djY6Orq6qhFixbZVVdXUzwejwaA6upq9tWrV7keHh6aS5cuPbCDNiAgoOrEiRNXq6qqKC8vL8WxY8fK+vXrVw0AgwYNKouNjb1pnH/Lli2ioqIirkqlymCz2cjNzeVaWFjoc3NzuatWrXK4fPlylrW1ta6iooJVWFj4VF6uVqvFPxlHbRk8ALB7924bX1/fWsboiY6OvrNkyRL7uLi4G/9QVMJzCgnX9BCYWopgam4GE1MhWCYWho3gJh0MX9V51gC/o+ESOBguU0fDJXAyXGbOhkvQyXCZuRguc1fDZeZmuMw7N15dGi93wyX0aLzEhstC0nh5GC5hF8PVVJ6pt5PhYuRoks8OMO1oCHfMtwH41gBPBPCsAF4HQ/+Ywyy5QsNeEK65wYPANQdMLACeJcAXGcqb2gFmToDQDbBwByxlgKXccG6MUNwom6tBBzxrQ50cQePBmS1dxmfVNLua9tW0dDHr4Fq69H/tdWp+3XfAaQuXrs5wLk6LVzWgrfpnl0bdxvPWnqkN/eF3/Ot986yIwUMgEJ5LDhw4YD1ixIhyAIiPjxcGBARI+/bt6+7u7q6MjIx00el0WLNmjU1UVFTTXt9Vq1bZTJ482RkA+vTp465UKuUeHh7KlStX2jB5BAKBX3R0tJNSqZR369ZNcuLECUFQUJDU2dnZa8+ePZYAoFarWa+//noXiUSiGDBgQBdvb29ZQkKCICcnx8TV1dWzsLCQo9Pp4O/vLz106JDFo/YtPj5eGBYW5gEAMTExjsOHD3djZFi8eHFHJt+mTZtEXl5ecplMpoiMjHRlziwaM2aMi6enp9zDw0M5Z84cRya/k5OT17x58xz8/f2lO3bssFq9erXD1q1bb9jY2OgAgM/n00uXLi0SiUTMEX0YMmRIaWxsrAgAYmNjRREREaUtyWxubk4rlcramzdvmrTVt8LCQq6dnZ2G3biJ2d3dXWNra6srLCzkmpmZ6S0tLXUAYGlpqZfJZA0AcO7cOVMfHx+ZRCJR9O3b1/3u3bv3RVM6cOCAxeuvv97FWH+9evXyAIBDhw5Z+Pr6yhQKhbx///5dKioqWC3pojV5i4qK2CEhIWK5XK6IjIx0pY1WlwgEAj/m5wULFthJJBKFVCpVzJgxw2nnzp1W6enpgvHjx3eRyWSKqqoqKjw8vOr06dMWGs0/PYOP8LzyUn16aa89PeDb/H0ewv00RY9rFkGujfgMLx0PLFW87+E/L0sOCyUQCI/IW0CndEDwJOv0BGp23H8ExX3U1dVR+fn5PKlU2sCkpaWlmSUnJ6dLJJKGHj16iGNjY62ioqJKlUqlor6+/haPx6N3795ts2XLlhsAsGfPnjw7OztdVVUV5efnpxg7dmyZvb29rra2lhUWFqb+8ssvC/r27eu+YMECp9OnT+dcunSJP2nSpM5jxoypWLFihW2HDh10OTk5mRcvXuQHBwcrAUAikTTMmjWraNKkSS6BgYHVUqm0bujQoZWPq4+rV6/yz507l11eXs6Wy+We77333t2MjAzewYMHRYmJiSoej0ePHTvWZfPmzdYzZ84sWb16dYGdnZ1Oq9WiW7du0gsXLph27dq1FgD4fL4+KSkpu6ysjDVv3jxXxrBojcjIyLIJEyZ0XrRoUfGvv/7aYffu3dcOHDhg3Tzf3bt32devX+f169ev6bykI0eOWMlkMnPmPjExMWvcuHGlPXr0kMlkMmFoaGjlxIkTS0JCQmpfffXVGhsbG02nTp28QkJC1EOHDi2LjIysAICJEyd2XrNmzc0BAwZUzZ492/H999933LFjR9P4ePPNNytnzZrlWllZybKwsNDv27fPatiwYaWFhYWcpUuXOiQkJORYWFjoP/roI/tPP/3UbuXKlYXGumir/x988IFjcHBw1cqVKwvj4uIs9+3b98DE7cCBAxY//fSTVVJSkkooFOqLi4vZdnZ2ui+//LJj86WLrq6udefPnxeEhoa2qyeP8HR5qTw9NE0foWl6qqWl5bMWhUD4a5lgi1dr3qrGi8Vu/SIQCIQXgKKiIo5QKNQap3l5eVUrFIoGDoeDESNGlJ4+fdrcwsJCHxISot6/f79lcnIyX6PRUEFBQbUAsHz5cjupVKrw9/eXFxUVcTMyMvgAwOVy6WHDhlUCgFKprO3evbuax+PRQUFBtQUFBSYAcO7cOfPRo0eXAkBgYGCdRCJpmsDGxMTcq6qqYu/atct248aNT2RPTr9+/cpNTU1pBwcHrUgk0ty6dYtz9OhRYXp6usDHx0cuk8kUZ86csbh27RoPAL7++muRQqGQKxQKxZUrV/gpKSlNy9LGjx9fBgA0TYMyWkL93XffWchkMoWTk5PX8ePHzZh0W1tbnaWlpfarr76y8vDwqDU3N9cbiYbExERziUSicHJy8unXr1+Fi4tL03sZNGhQmUqlymQuc3Nz2t3dXXP16tX0RYsW3WKxWHj99delP/zwg5DD4SAhIeHK3r17c8Vicd0HH3zQKSYmxrGkpIStVqvZAwYMqAKAKVOmlJw/f97cWAYul4uePXtWxsXFWWo0Gvzxxx+Wo0ePLj958qRZbm4uPygoSCaTyRRxcXHWxp4oRhdtcf78eeFbb71VAgCjRo2qsLCw0DXPc/z4cYuxY8feEwqFegCws7N7IA+DjY2NNj8//9/0mfZfwUvl6SEQCAQCgfAgbXlk2gszMzN9Q0PDfR9XqWZ7IJn7qVOn3luyZIm9RCKpGzt27D3AsPzp1KlTwsTERJVQKNQHBQVJa2trWQDA4XBoluHcCLBYLDB7W9hsNnQ6nSHEThsec7VazSoqKjIBgMrKSraVlZW+1cwPCSMDI4dWq6VomqaGDx9esnHjxgLjvCqVymTDhg12SUlJWba2trqIiAi3urq6Jl0xE3ORSKQ3NTXVq1QqE5lM1hAREVEZERGRGRYW5lFfX3+fbocNG1Y2f/58102bNl1vLhuzpyc1NZXXs2dP2fDhw8u6detW21Z/TE1N6REjRlSOGDGi0s7OTnPo0KEOb7zxhprFYiEsLKwmLCyspn///pWTJ092++ijj4ofRkejRo0q3bhxY0cbGxudt7d3jZWVlZ6maXTv3r3yyJEjD8htrIu/gxkPrdHcgGyL+vp6lkAgeOwxQXi+eKk8PQQCgUAgEJ4PbG1tdTqdjqqpqWmaaaalpZmpVCoTnU6HgwcPikJDQ9UA0KtXr+rCwkKTw4cPW0dFRZUCQHl5OdvS0lInFAr1ycnJ/JSUFLPW2mqJbt26VcXFxVkBQFJSEj8nJ8eUeTZz5kynYcOGlXz44Ye3J06c6MqkBwcHS65fv/7EvvCHh4dXxsfHWxUUFHAAoLi4mJ2Tk2NSVlbGNjU11YtEIl1+fj7n5MmTrS5RmT17duGUKVNc7927xwYAvV6P5gYPAIwZM6bs7bffLmprqZ63t3f9rFmzCj/77DP7tuQ+c+aMIC8vjwsAOp0OaWlppq6urg15eXncM2fONC2TTExMFDg5OTVYW1vrLCwsdEePHjUHgO3bt1sHBwdXNa93wIAB6oyMDMHWrVtthg8fXgoAPXv2rE5MTDRPT0/nAQaDNDU1tcWNqkuXLrVdunSpbfP0V199Vb1jxw5rwLCMrbKy8oFlEeHh4ZXffPONjVqtZgGGdwEA5ubmuoqKivvyX79+nefn51fXlo4ILx7E00MgEAgEAqFd6NGjR8WxY8fMhwwZogYAX1/fqrlz5zqrVCrTrl27qseNG1fO5B0yZEhZamqqwNbWVgcAERERFV999ZWtRCJRuLu71/n4+FQ/Stvvvffe3REjRrhJJBKFp6dnjVQqrbWystL99NNP5pcvXzbbvn27isPh4PDhw1Zr1661njlzZsmNGzd4tra22pbqe/PNN8UcDocGgFdeeaXq7bffvvt3Mvj7+9ctWLCgoHfv3hK9Xg8ul0uvW7fuZu/evas9PT1rxGKx0sXFpd7f3/8BA4Fh/vz5d2tqalgBAQFyExMTvZmZmT4oKKgqODj4vv0mVlZW+iVLlhT9nUxz586926VLF3uVSmUCPLinZ/369TcqKirY06ZNc2U8db6+vtUffPDBnVu3bnHnzZvnXFxczOXxeLRIJNJs3br1JgDs3LnzenR0tOu7777LcnFxqd+3b19e87Y5HA569+5dcfDgQesDBw7kAYCjo6N2y5YteaNGjerS0NBAAcAnn3xS4O3t/UDIaJVKZRoSEvKArpYtW3Y7IiKii0KhkAcHB1c5ODg8sAdq2LBhlZcuXRL4+vrKuVwu3adPn4oNGzYUjB8//t4777zj+t577+kTExOzysrK2Dwej3Z1dSWRDF4yqLbcvy8aRoEMply5cuVZi0MgEAgEwlOBoqgkmqYDjNNSUlLyfHx87j0rmQDg7NmzpitWrLD//vvvr8fHxwtXrVpld+LEiast5Q0LC/OYPXt28RtvvKFu6fmjotVq0dDQQAkEAjojI4PXr18/SW5ubjqfz29x4nPx4kX+li1bbLZt23brSbRPePKEhYV5/PLLL7mtvcMnwX//+9+OFhYW+jlz5jzT3x3CPyMlJcXGx8fHraVnL5Wnp70OJyUQCAQCgfDohISE1F68eLGSCdPcEvfu3WMHBATI5XJ5zZMyeADDMqnQ0FCpRqOhaJrGmjVrbrQ1WQ4MDKwLDAwkBs9zTGsG85OkQ4cOuhkzZpS0dzuEp89L5elhCAgIoBMTE5+1GAQCgUAgPBWeV08PgUAgPE3a8vSQQAYEAoFAIBAIBALhpYYYPQQCgUAgEAgEAuGl5qUyeiiKGkRR1FcVFRXPWhQCgUAgEAgEAoHwnPBSGT00TR+haXqqpWWr4e4JBAKBQCAQCATCv4yXyughEAgEAoHw/FBVVUUFBgZK24re9iIQFBQkTUhIEBinJSQkCCZOnNjpabS/cOFCu86dOyslEolCKpUqJk+e7FxfX08BgJOTk5e/v7/UOL9MJlOIxWIlAMTHxwuFQqGvXC5XdO7cWTl16lRnJt+6deusraysfGQymYK5kpKS+DqdDhMnTuwkFouVjeccyZlzfb744gtriUSikEgkCrFYrNy9e3eHtmSPiIhw27lzp9UTV8pLikAg8AOAvLw8bnh4eBcAOHfunOn+/fubvujv2bPH8sMPP2zzgNnHJSYmxvHjjz+2A4CpU6c6//jjj8L2bO9p8FKFrCYQCAQCgfD8sH79epvBgweXcTgv33SjR48eNT169Kj5+5z/HK1Wi9WrV9v+/vvvFhcvXlTZ2Njo6urqqEWLFtlVV1dTPB6PBoDq6mr21atXuR4eHppLly7xm9cTEBBQdeLEiatVVVWUl5eX4tixY2X9+vWrBoBBgwaVxcbG3jTOv2XLFlFRURFXpVJlsNls5Obmci0sLPS5ubncVatWOVy+fDnL2tpaV1FRwSosLHwqL1er1eJpjyONRgMul/tU22Rwc3PTHD169BoAJCYmChITE81GjhxZAQBjxoypAPDU9nLMmzfvzqRJk1wHDx78xELKPwtevr9CAJKSku5RFHWjhUeWeHCQPExa83sbAO0ZBrQlmZ5kub/L19rzh01/2fX3d3kf9RkZgw//nOjv4fK19xhsb/21JtOTLPeyjUHXJ1jXE+PAgQPWcXFx1wCDx2HhwoWOVlZW2mvXrvG7du2q/uabb26uW7fOJj093XT79u35ALBq1SqbrKws/rZt22716dPHvbCw0KS+vp41ffr04nnz5t0DDF/DJ0yYcCchIcHC0tJSt2TJklvvv/9+p9u3b5ssX7785pgxYyrUajVr5MiRblevXuWLxeK6/Px8kw0bNty0t7fX9u3bV3L+/HlVx44dtUFBQdKPPvqocOjQoZWP0jfjw1ZjYmIc8/PzTW7cuMG7ffu2yfTp04sXLFhwBwA2bdok+vLLL+00Gg31yiuvVMfGxt7gcDgYM2aMS0pKilldXR1r0KBBZWvWrLkNGDw3o0ePvnfixAmLadOm3Vm9erXDyZMnVTY2NjoA4PP59NKlS4uMZRkyZEhpbGysaNGiRcWxsbGiiIiI0gMHDlg3l9nc3JxWKpW1N2/eNAFQ3VrfCgsLuXZ2dho2mw0AcHd31wBAdnY2z8zMTG9paakDAEtLS72lpWUDYPBGREdHu9bW1rJcXV3r9+7dm2dra6szGgsWu3btsvn555+bxsPq1avt/vjjj6uHDh2yWLRokWNDQwPl6upaHxcXl2dpaalvroupU6eWtSRvTEyMo7m5uW7RokXFACAWi5Xx8fFXAKB///7ioKCgqsTERHM7O7uGX3/99aq5uTkdFBQk9fT0rElOTjarqqpif/XVV9fDwsJqYmJiHAsLC7k3b940EYlE2i1btuRPmjTJtaCgwAQAVq9efbNfv37VFRUVrKioKJfU1FQBAHz44Ye3J06cWL5lyxbRqlWr7Gmapvr06VP+5ZdfFgCGMRsVFXXn2LFjlnw+Xx8fH3+1U6dOWpVKZTJq1KguWq2W6t27d9PfiOzsbJOBAweK09LSMj/77DPHuro6lkwmM587d25hbW0tKzEx0Sw2NvZmTk6OyYQJE9xKSko41tbW2tjY2DyxWNwQERHhJhQKdSkpKWZ3797lfvrpp7cmTZpUBgD/93//Z3f48GFRQ0MDNWDAgHJm7L3//vv2+/fvt3F0dGywtrbW+Pn51QCARCJpKC8v59y8eZPj4uLy4rptaZr+11wAvvonaS3cJz5tOZ9kub/L19rzh01/2fX3d3kf9RkZg483Bon+nv4YbG/9Pc86fFHGIE3TuHz5ch5N04k0TSdOouniQJpWP8lrEk0XM/W3dNXW1iZZW1trmPsjR45km5iY6DMyMlI1Gk1icHBwxY4dO3IrKiouOTs719XV1SXRNJ3o6+tbdeHChQyaphOLioqSaZpOVKvVSR4eHrWFhYXJNE0nAqD379+fQ9N0Yp8+fcq6detWUVdXl3Tu3LkMqVRaQ9N04v/93//ljx49+i5N04n/+9//0tlsNn3q1KlMmqYTV61alfef//yndMGCBU152roCAwPVTFnj/vTs2bOcpunEOXPm3Pb19a2qqalJun379mVLS0ttXV1dUlJSUnpYWFg507cxY8bcWb9+/XXjvmk0msTAwED1+fPnM2iaTnR0dKz/6KOP8mmaTiwtLb0kFAq1bcnm6OhYn5KSkubr61tF03SiTCarSUxMTPfw8KhtLuedO3eSFQpF9Y0bNy7TNJ24du3a6x06dNBIpdIa5lKr1UlXr15NcXR0rJdKpTWTJ08uOnPmTAYja0hISIW9vX19RETEvT179lxh5BCLxTXx8fEqmqYTZ82adXvSpEnFNE0nDh069N6OHTtyGxoaEu3t7esrKiou0TSdGBkZeWfjxo3Xbt++fdnf31/NpH/44Ye35s6dW9BcF21dc+bMuf1///d/Tfk8PDxqVSpVqkqlSmWz2fTZs2czaJpO7N+/f+nGjRuvMe905MiRd2maTvz5559VjL7mzJlzW6FQVKvV6iSaphMHDhxYcvToURVN04k5OTmpnTt3rqVpOnH69OmFTB8Z3V6/fj3F3t6+vqCg4HJDQ0Ni165dK2NjY68yY5bR17Rp04ree++9ApqmE8PCwsqZMbF06dIbpqamOpqmE1UqVSoj09q1a6+PGzfuDtOW8X1YWFj5unXrrtM0nbhmzZrrvXv3LmP0Hh4eXqrVahMTExPTO3XqVEfTdOJ3332XM2rUqLs6nS5Rq9Um9uzZs/znn39WJSQkZIrF4prKyspLJSUllzp16lRnrNORI0fe3blz59W/exfP+mr8u9fi38R/256eI/8wraU87ck/be9hy/1dvtaeP2z6y66/v8v7qM/IGHz450R/D5ePjMHHz/eij8FnTlFREUcoFN73VdjLy6taoVA0cDgcjBgxovT06dPmFhYW+pCQEPX+/fstk5OT+RqNhgoKCqoFgOXLl9tJpVKFv7+/vKioiJuRkcEHAC6XSw8bNqwSAJRKZW337t3VPB6PDgoKqmW+yJ87d8589OjRpQAQGBhYJ5FImpaixcTE3KuqqmLv2rXLduPGjflPor/9+vUrNzU1pR0cHLQikUhz69YtztGjR4Xp6ekCHx8fuUwmU5w5c8bi2rVrPAD4+uuvRQqFQq5QKBRXrlzhp6SkNC1LGz9+fBlg+DBNUVRTG999952FTCZTODk5eR0/ftyMSbe1tdVZWlpqv/rqKysPD49ac3NzvbFsiYmJ5hKJROHk5OTTr1+/CuOv9YMGDSpTqVSZzGVubk67u7trrl69mr5o0aJbLBYLr7/+uvSHH34QcjgcJCQkXNm7d2+uWCyu++CDDzrFxMQ4lpSUsNVqNXvAgAFVADBlypSS8+fPmxvLwOVy0bNnz8q4uDhLjUaDP/74w3L06NHlJ0+eNMvNzeUHBQXJZDKZIi4uzrrRE3WfLv4pTk5O9d26dasFAD8/v5q8vDwe8ywyMrIUAPr3719VVVXFunfvHhsAwsPDy83NzWkAOHv2rMWsWbNcZDKZYtCgQR5VVVXssrIyVkJCgsWcOXPuGL+DM2fOmL366qtqR0dHLZfLxciRI0tPnTpl3th/etSoURUA4O/vX33jxg0TALh06ZL5lClTSgFg2rRpJY/av+TkZLOpU6eWAkB0dHRpUlJSk94HDx5czmaz4e/vX1dSUsIFgKNHj1okJCRYKBQKhVKpVOTm5vJVKhX/xIkT5q+//nq5UCjUi0Qifb9+/cqN27G1tdUyv1svKi/l8rbWoGn6gf90HiatpTztyT9t72HL/V2+1p4/bPrLrr+/y/uoz8gYfPjnRH8Pl4+MwcfP96KPwebsAJ7IxP5RMDMz0zc0NNz3cdV4Am98P3Xq1HtLliyxl0gkdWPHjr0HGJY/nTp1SpiYmKgSCoX6oKAgaW1tLQsAOBwOzWIZqmaxWGD2trDZbOh0OgoA41FrEbVazSoqKjIBgMrKSraVlZW+1cwPCSMDI4dWq6VomqaGDx9esnHjxgLjvCqVymTDhg12SUlJWba2trqIiAi3urq6Jl0JhUI9AIhEIr2pqalepVKZyGSyhoiIiMqIiIjMsLAwj/r6+vt0O2zYsLL58+e7btq06Xpz2Zg9PampqbyePXvKhg8fXsYYAq1hampKjxgxonLEiBGVdnZ2mkOHDnV444031CwWC2FhYTVhYWE1/fv3r5w8ebLbRx99VPwwOho1alTpxo0bO9rY2Oi8vb1rrKys9DRNo3v37pVHjhx5QG5jXbQFh8Oh9fq/sjFBHgDAxMTE+L3QzBgCWh+PZmZmTZXRNI3ExMQsxggyTm9evq0xZzxmORwOtFptU2EWi9V6wceAz+c31cvIRtM0Zs+eXfjee+/dt7x20aJFHZv3x5i6ujrK1NT0sX9PniX/Nk/Pk+KrZy3ACw7R3+NDdPh4EP09HkR/j89Lr0NbW1udTqejampqmmZSaWlpZiqVykSn0+HgwYOi0NBQNQD06tWrurCw0OTw4cPWUVFRpQBQXl7OtrS01AmFQn1ycjI/JSXFrLW2WqJbt25VcXFxVgCQlJTEz8nJMWWezZw502nYsGEljfswmvZDBQcHS65fv/7Edq6Hh4dXxsfHWxUUFHAAoLi4mJ2Tk2NSVlbGNjU11YtEIl1+fj7n5MmTrZ61MXv27MIpU6a4Ml4IvV6P5gYPAIwZM6bs7bffLmprb5K3t3f9rFmzCj/77LM2I3+dOXNGkJeXxwUAnU6HtLQ0U1dX14a8vDzumTNnmqLYJSYmCpycnBqsra11FhYWuqNHj5oDwPbt262Dg4Ormtc7YMAAdUZGhmDr1q02w4cPLwWAnj17VicmJpqnp6fzAINBmpqaymteFgCWLl1qu3TpUtvm6W5ubvWXL182Y2QvKChosXxz9u3bZwUAv/76q7lQKNRZW1vrmufp3r175fLlyzsy9+fOnTNtlLty9erVTel3795l9+jRo/rChQvCwsJCjlarxbfffivq2bPnA3ow5pVXXqnaunWrCAC2bt36wD4sALCwsNBVVVW1OGf38/Or3rZtmxVgCEAREBDQZnv9+/ev/Oabb2wqKipYAHD9+nVuQUEBp1evXlU//fRTh6qqKqqsrIx1/PjxDsblcnNz+T4+Pm0ays87/ypPz5OCpumX/j+r9oTo7/EhOnw8iP4eD6K/x+ffosMePXpUHDt2zHzIkCFqAPD19a2aO3eus0qlMu3atat63Lhx5UzeIUOGlKWmpgqYze8REREVX331la1EIlG4u7vX+fj4tLrxviXee++9uyNGjHBrDLlcI5VKa62srHQ//fST+eXLl822b9+u4nA4OHz4sNXatWutZ86cWXLjxg2era1tixu133zzTTGHw6EBw0T17bffvvt3Mvj7+9ctWLCgoHfv3hK9Xg8ul0uvW7fuZu/evas9PT1rxGKx0sXFpd7f37/Vier8+fPv1tTUsAICAuQmJiZ6MzMzfVBQUFVwcPB9keOsrKz0S5YsKWqtHoa5c+fe7dKliz0TgvrIkSNWMpmsaUnU+vXrb1RUVLCnTZvmynjqfH19qz/44IM7t27d4s6bN8+5uLiYy+PxaJFIpNm6detNANi5c+f16Oho13fffZfl4uJSv2/fvrzmbXM4HPTu3bvi4MGD1gcOHMgDAEdHR+2WLVvyRo0a1aWhoYECgE8++aTA29u7vnl5lUplGhIS8oCuxo8fX7Znzx5rmUym8PX1rXZ1da37Oz006kzn5+cnYwIZtJTnq6++yp88ebKLRCJR6HQ6qmvXrupu3brd/OyzzwonTZrkIhaLlSwWi/7www9vT5gwofzjjz8ueO211yQ0TVO9e/euGDt2bHlbMmzatOnmqFGjumzatMlu8ODBLS7l69+/v3rlypUOMplMMXfu3ELjZ19++eXNCRMmuK1du9aeCWTQVntDhw6tzMjI4AcGBsoAQCAQ6Pfs2XO9e/fuNW+++Wapp6en0snJqT4oKKhJz/X19VReXh6vR48ej/Q7+LxBteWKIxAIBAKB8GKSkpKS5+Pj095R9trk7NmzpitWrLD//vvvrxtHO2spb1hYmMfs2bOL33jjjScSFler1aKhoYESCAR0RkYGr1+/fpLc3Nx04yU/xly8eJG/ZcsWm23btt16Eu0TnjxhYWEev/zyS25r7/BRCAoKkq5cuTK/vcOOvwzExsZ2SEpKEqxdu/b2s5bl70hJSbHx8fFxa+kZ8fQQCAQCgUBoF0JCQmovXrxY2dbhpPfu3WMHBATI5XJ5zZMyeADDMqnQ0FCpRqOhaJrGmjVrbrQ1WQ4MDKwLDAwkBs9zTGsGM6F90Wq11P/93/891L6t5xni6SEQCAQC4SXkefD0EAgEwtOkLU8PCWTwmFAU1YWiqO0URR181rK8qFAUNYSiqK0URf1AUVS/Zy3PiwZFUXKKojZTFHWQoqjoZy3PiwpFUWYURSVRFDXwWcvyokFRVE+Kok43jsOez1qeFw2KolgURS2hKGo9RVETnrU8BAKB8DJCjJ4WoChqB0VRdyiKSm+WHk5RVDZFUVcpivoAAGiavkbTdNSzkfT55RF1+D1N01MATAQw8hmI+9zxiPrLoml6OoARAAKehbzPI4+iw0beB3Dg6Ur5/PKI+qMBVAHgAyDLg/DI+nsDgBMADYj+CAQCoV0gRk/L7AIQbpxAURQbwEYA/QEoAIymKErx9EV7YdiFR9fhgsbnhEfUH0VRgwGcAfD70xXzuWYXHlKHFEX1AZAJ4IVfs/wE2YWHH4OnaZruD4Ph+N+nLOfzyi48vP6kAP6kaToGAPHWEggEQjtAjJ4WoGk6AUBps+QgAFcbPTsNAOJg+DpHaIFH0SFlYDmAX2iavvS0ZX0eedQxSNP0jzRNdwMw5ulK+vzyiDoMA/AqgEgAUyiK+tf/bXwU/dE0zRxYVwbgoc7HeNl5xPF3CwbdAcAD54QQCAQC4fH51//H/gg44f4TrW8BcKIoypqiqM0A/CiK+n/PRrQXhhZ1COAdAH0ADKMoavqzEOwFobUx2JOiqHUURW0B8POzEe2FoUUd0jT9EU3TswHsBbDVaBJPuJ/WxuDQxvH3DYANz0SyF4PW/gYeAvAfiqLWA0h4FoK1F1VVVVRgYKC0rehtLwJBQUHShIQEgXFaQkKCYOLEiZ3au+2IiAi3nTt3WrUlT3Z2tolYLFYChqh1gwcP7iyRSBRisVjp7+8vZQ6ibA2BQODXPtK/fKxbt856/PjxLgDw+eef227YsMGaSWcOdAWAkSNHuiYlJfHbUxYnJyevwsJCTl1dHRUQECDVaDTt2dwLDwlZ/fBQLaTRNE2XACAT9YejNR2uA7DuaQvzAtKa/k4COPl0RXlhaVGHTT/Q9K6nJ8oLSWtj8BAME3dC27SmvxoAL+Xe0PXr19sMHjy4jMN5+aYbPXr0qGnvM17+ibG4dOnSjh07dtT8+OOP1wEgJSWFZ2Ji0u6herVaLZ7Fe35W7QKGg2OZn3fv3m3j6+tb6+bmpgGA/fv333hacvD5fPq1116r3LZtmyg6Orq5h5nQCPH0PDy3ABh/0XEG8Nwf0vScQXT4eBD9PT5Eh48H0d/j8a/T34EDB6xHjBhRDgDx8fHCgIAAad++fd3d3d2VkZGRLjqdDmvWrLGJiopq0suqVatsJk+e7AwAffr0cVcqlXIPDw/lypUrbZg8AoHALzo62kmpVMq7desmOXHihCAoKEjq7OzstWfPHkvA4PF4/fXXu0gkEsWAAQO6eHt7yxISEgQ5OTkmrq6unoWFhRydTgd/f3/poUOHLB61b/Hx8cKwsDAPAIiJiXEcPny4GyPD4sWLOzL5Nm3aJPLy8pLLZDJFZGSkK2PIjBkzxsXT01Pu4eGhnDNnjiOT38nJyWvevHkO/v7+0h07dlg90PDfUFhYyHVycmr65O/j41NvampKA8DChQvtxGKxUiwWKxctWtSxedkBAwZ02b9/vyVzHxER4bZr164OWq0W06ZNc/b09JRLJBLFihUrbBgddO3aVTJo0KDOUqlU2ZZcjFcCMHjJgoKCpG3pLjs726Rz587KoUOHukkkEkV4eHgXtVrNaklHhw4dsvD19ZUpFAp5//79uzCerVOnTgn8/PxkUqlU4eXlJS8rK2PV1NRQw4YNc5NIJAq5XK44cuSIEDB4avr16+ceGhoqdnV19Zw+fbozI/vatWut3dzcPAMDA6Xnzp0zZ9JjYmIcP/74Y7udO3dapaenC8aPH99FJpMpqqqqKGNv3JYtW0SM5y06OtqJKS8QCPzeeecdJ6lUqvDx8ZHl5+dzAOD27duc//znP+6enp5yT09P+bFjx8wAoKioiB0SEiKWy+WKyMhIV+NjZ4YNG1YeFxcn+pvh8a+GGD0Pz0UAYoqiOlMUZQJgFIAfn7FMLxpEh48H0d/jQ3T4eBD9PR7PTH9vAZ2CAOmTvN6634B7gLq6Oio/P58nlUobmLS0tDSztWvX5mdnZ2fk5eXxYmNjraKiokqPHTtmWV9fTwGGL+ZTp04tAYA9e/bkZWRkZF2+fDlzy5YtdkVFRWwAqK2tZYWFhakzMjKyzMzMdAsWLHA6ffp0zrfffnv1008/dQKAFStW2Hbo0EGXk5OTuXDhwtuZmZlmACCRSBpmzZpVNGnSJJeFCxfaSaXSuqFDh1Y+ro6vXr3KP3XqVM7FixezVq5c6VhfX09dunSJf/DgQVFiYqJKpVJlslgsevPmzdYAsHr16oL09PQslUqVcfbsWeGFCxdMmbr4fL4+KSkpe+rUqWWtt9gyU6dOvbd+/Xp7X19f2bvvvuuYlpbGA4DTp08L9u7da52UlJSVmJiYFRsba3v27FlT47IjR44s3b9/vxVgeH9nz561GDZsWMUXX3xhY2lpqUtPT89KSUnJ+vrrr21VKpUJAKSmppqtWLGiIDc3N+NJ6g4A8vLy+NOnT7+bk5OTKRQK9StWrLBtrqNBgwaply5d6pCQkJCTmZmZ9corr9R8+umndnV1ddSYMWPcv/jii5vZ2dmZp06dyjY3N9cvX768IwDk5ORk7t2799rUqVPdampqKADIzMwUfP/999eysrIyfvzxR6urV69yb9y4wV22bJnjuXPnVKdPn87JyckxbS7/pEmTyjw9PWtiY2OvqVSqTHNz8yZrJC8vj7tw4UKnkydP5mRmZmYkJyebffPNNx0AwzgODg6uys7OzgwODq5av369LQBMmzatU0xMTHF6enrW4cOHc6dPn+4GAB988IFjcHBwVVZWVubgwYPLCwsLTZh2AgMDa1NTU83+6Tv4N0CMnhagKGofgD8BSCmKukVRVBRN01oAMwH8CiALwAGapv/xL/jLDtHh40H09/gQHT4eRH+PB9EfUFRUxBEKhfetz/Ly8qpWKBQNHA4HI0aMKD19+rS5hYWFPiQkRL1//37L5ORkvkajoYKCgmoBYPny5XZSqVTh7+8vLyoq4mZkZPABgMvl0sOGDasEAKVSWdu9e3c1j8ejg4KCagsKCkwA4Ny5c+ajR48uBYDAwMA6iUTStBQtJibmXlVVFXvXrl22GzduNN5n9Y/p169fuampKe3g4KAViUSaW7ducY4ePSpMT08X+Pj4yGUymeLMmTMW165d4wHA119/LVIoFHKFQqG4cuUKPyUlpWn/x/jx49s0diiKemC5GpPWrVu32uvXr6fNmTOnqLS0lNOtWzf5pUuX+CdPnjR//fXXyy0sLPSWlpb6AQMGlJ04cUJoXMewYcMqzp07Z1FbW0sdPHjQMigoSG1ubk7/9ttvFgcOHLCWyWQKPz8/eVlZGSczM5MPAN7e3tUymayhuTyPqzsAsLe3b+jXr181AIwbN67E2MvC6OjkyZNmubm5/KCgIJlMJlPExcVZ37x50yQ1NZXfsWNHzWuvvVYDACKRSM/lcnHu3Dnz8ePHlwCAn59fnaOjY0NaWhofALp3715pbW2tEwgEtIeHR11ubi4vISHB7NVXX1U7Ojpq+Xw+PXTo0EdaPnbmzJmm8lwuFyNHjiw9deqUOWAYx6NGjaoAAH9//+obN26YAMDZs2ctZs2a5SKTyRSDBg3yqKqqYpeVlbHOnz8vfOutt0oAYNSoURUWFhZNgU84HA64XC5dVlZG5vat8PItsn0C0DQ9upX0n0E2ij8URIePB9Hf40N0+HgQ/T0ez5v+dtwfQOGpYGZmpm9oaLhvAkZR929rYu6nTp16b8mSJfYSiaRu7Nix9wDD0qlTp04JExMTVUKhUB8UFCStra1lAQCHw6FZLEPVLBYLPB6PBgA2mw2dTkcBgPHSn+ao1WpWUVGRCQBUVlayraysHjt4CSMDI4dWq6VomqaGDx9esnHjxgLjvCqVymTDhg12SUlJWba2trqIiAi3urq6Jl0JhcI25bGystKWlJQ0zeHu3r3LsbKyajIwLS0t9RMmTCifMGFC+fjx4/HDDz9Ystnsv93XIxAI6FdffVV96NAhi/3791sxRiNN09SqVatuRkRE3OcRi4+PFwoEgofSHZvNpvV6Q1bmPTK0pDug9fEC/KUjmqbRvXv3yiNHjlw3znvhwgXTlozDtsaF8d4nNptNazSaFuV4FNpqz3gcczicpn7TNI3ExMQsY48RA5O/JTQaDSUQCNp9/9aLCrEGCQQCgUAgPHFsbW11Op2OYpYOAYblbSqVykSn0+HgwYOi0NBQNQD06tWrurCw0OTw4cPWUVFRpQBQXl7OtrS01AmFQn1ycjI/JSXlkZbudOvWrSouLs4KAJKSkvjGy5JmzpzpNGzYsJIPP/zw9sSJE12Z9ODgYMn169e5LdX3TwgPD6+Mj4+3Kigo4ABAcXExOycnx6SsrIxtamqqF4lEuvz8fM7Jkyct/64uY3r06KH+5ptvRIwRsX37dmtGl8eOHTO7e/cuGzAsUcvJyeG7ubk19OrVq+rnn3/uoFarWZWVlayff/7ZKiwsTN287lGjRpXu2rXL5uLFi0Jm2V/fvn0rvvzyS1tm2VlqaiqvsrKyxTlkazp0dnZuOHv2rAAADhw48FB7lQoLC01+++03MwDYu3evqFu3blXN8/Ts2bM6MTHRPD09nQcYDNrU1FSej49PXXFxscmpU6cEAFBWVsbSaDTo3r171e7du0VMPwoLC028vb3rWpOhR48e1efPnxcWFRWx6+vrqcOHD7cou7m5ua6iooLdUvkLFy4ICwsLOVqtFt9++62oZ8+eD/TDmO7du1cyy/AA4Ny5c6YA8Oqrr6p37NhhDQAHDhywqKysbGqvqKiIbWVlpTU2IAn3Q4weAoFAIBAI7UKPHj0qjh071rQkydfXt2ru3LnOEolE6eLiUj9u3Lhy5tmQIUPKAgICqmxtbXUAEBERUaHVaimJRKL48MMPHX18fKofpe333nvvbklJCUcikSiWLFliL5VKa62srHQ//fST+eXLl80WL15cFB0dXcrlcum1a9da63Q63Lhxg2dra9tiyLQ333xTbGdn521nZ+fdv3//Lg8jg7+/f92CBQsKevfuLZFIJIpevXpJ8vPzucHBwbWenp41YrFYOW7cODd/f/82J8Fz5sxxZdr29fWVxcTE3DM3N9fLZDKFVCpVVFdXsz755JNiAMjJyeGHhIRIJRKJwtPTU+Hr61szYcKEsu7du9dERkaWvPLKK3J/f3/5uHHj7oaEhNS20M/KixcvCrt3717J5/PpxvbvyWSyOi8vL7lYLFZOmTLFlfGCGNOWDj/++OPb8+fPd/H395c+jNcJALp06VK3Y8cOa4lEoigrK+PMmzfvbvM8jo6O2i1btuSNGjWqi0QiUfj7+8vS0tL4fD6f3rNnT+67777rIpVKFT179pTU1NSw5s+ff0en01ESiUQxcuRI9y1btuQxgR5awtXVVfP+++/ffvXVV+Xdu3eXeHt7txixb/z48ffeeecdVyaQgXH5jz/+uOC1116TyOVypbe3d83YsWPL2+r3V199lX/p0iUziUSicHd3V27YsMEWAJYtW3b77Nmz5gqFQv7rr79aOjg4NC0r/OWXXyx69+5d8RBq/ddCteV2IxAIBAKB8GKSkpKS5+Pjc+9ZynD27FnTFStW2H///ffX4+PjhatWrbI7ceLE1ZbyhoWFecyePbv4jTfeeMD78E/QarVoaGigBAIBnZGRwevXr58kNzc3nZnIN+fixYv8LVu22Gzbtu3Wk2j/38iT1GF2drbJwIEDxVeuXHlp9709Sfr16+e+YsWKWz4+PvXPWpZnSUpKio2Pj49bS8/Inh4CgUAgEAjtQkhISO3Fixcr2zpv5t69e+yAgAC5XC6veVIGD2BY5hQaGirVaDQUTdNYs2bNjdYMHsAQ7CAwMJAYPI8B0eGzoa6ujho8eHD5v93g+TuIp4dAIBAIhJeQ58HTQyAQCE+Ttjw9ZE8PgUAgEAgEAoFAeKkhRg+B8BJDUdRJiqICnkI771IUlUVR1J6HzO9GUVR6e8vVStsdKIqa8SzaJhAIBAKB8GwgRg+BQGgRiqIeZc/fDACv0zQ9pr3keYJ0gEFeAoFAIBAI/xKI0UMgPGMavR5ZFEVtpSgqg6KoYxRFmTY+a/LUUBRlQ1FUXuPPEymK+p6iqCMURV2nKGomRVExFEUlUxR1nqIokVETYymKOkdRVDpFUUGN5c0oitpBUdTFxjJvGNX7LUVRRwAca0HWmMZ60imKmt2YthlAFwA/UhQ1p1l+NkVRKxrbSaUoaloLdbaYh6KonhRFnaIo6gBFUTkURS2jKGoMRVH/oygqjaIo98Z8thRFfddY/iJFUSGN6Qsb+3iSoqhrFEW929jkMgDuFEVdbmzXgaKohMb7dIqiQv/ZmyQQCAQCgfC8QoweAuH5QAxgI03TSgDlACIeoowngEgAQQCWAKihadoPwJ8AxhvlM6NpuhsM3o0djWkfAfiDpulAAGEAVlAUxRz8FwxgAk3TvYwboyjKH8AkAF0BvApgCkVRfjRNTwdwG0AYTdNrmskYBaCisZ3AxjKdHyGPD4BZALwAjAMgoWk6CMA2AO805lkLYE1j+YjGZwwyAP9p1NEnFEVxAXwAIJemaV+apt9r1OGvNE37NrZ3GQQC4YlQVVVFBQYGStuK3vYiEBQUJE1ISBAYpyUkJAgmTpzYqb3bjoiIcHNycvKSyWQKhUIhZw7rBICPP/7YrnPnzkqxWKyUSqWKDRs2WAOARqPBzJkznVxdXT1lMplCJpMp3n//fXum3Pvvv2/v4eGhlEgkCplMpvjjjz/aPPi1pf63NwKBwA8A8vLyuOHh4W2ei7Ro0aKOarW6aU7brVs3CXNAK4HAQIweAuH54DpN05cbf04C4PYQZU7QNK2mafougAoARxrT05qV3wcANE0nALCgKKoDgH4APqAo6jKAkwD4AFwa8x+nabq0hfa6AzhM03Q1TdNVAA4B+DuvSD8A4xvbuQDAGgYD72HzXKRpupCm6XoAufjL+2Tcxz4ANjSW/7Gxj8LGZz/RNF1P0/Q9AHcA2LUg40UAkyiKWgjAi6bpJxYyl0D4t7N+/XqbwYMHl3E4L98JGT169KjZtWtXfnu2wRiLixcvvqVSqTIXL15cMGPGDFcA+Pzzz23/+OMPi6SkpKwrV65knDt3LpuJyDtr1iynwsJCblZWVoZKpcr8888/VRqNhgUAv/32m9mvv/7aIS0tLTMnJyfzxIkTOV26dGloTYb26M+j4Obmpjl69Oi1tvJs2bLFrqqqqmlOO3r06JKVK1fa/gMRCS8xxOghEJ4PjGPr6/DXGVpa/PV7ym+jjN7oXo/7z+BqHpeeBkABiGj0dvjSNO1C03RW4/PWTj1/4PTth4AC8I5RO51pmm6+bK6tPA/TRxaAYKPyTkaGS2t6baLRGOwBoADANxRFjW+eh0Ag/DMOHDhgPWLEiHIAiI+PFwYEBEj79u3r7u7uroyMjHTR6XRYs2aNTVRUVJPHZNWqVTaTJ092BoA+ffq4K5VKuYeHh3LlypU2TB6BQOAXHR3tpFQq5d26dZOcOHFCEBQUJHV2dvbas2ePJWA4p+f111/vIpFIFAMGDOji7e0tS0hIEOTk5Ji4urp6FhYWcnQ6Hfz9/aWHDh2yeNS+xcfHC8PCwjwAICYmxnH48OFujAyLFy/uyOTbtGmTyMvLSy6TyRSRkZGuzMR/zJgxLp6ennIPDw/lnDlzHJn8Tk5OXvPmzXPw9/eX7tixw8q4zfDwcHV+fj4PANasWWO/ZcuWmyKRSA8A1tbWunfeeadErVaz9u7da7tt27abAoGABgArKyv96tWrbwNAQUEBVyQSaU1NTWkAcHBw0Lq5uWkA4IcffhDK5XKFRCJRDB8+3K22tva+v/vLly+3nT59ujNzv27dOusJEyZ0aqufAoHAb/bs2Y7e3t6y33//3bw1fapUKhNfX1+Zp6enfNasWU36yM7ONhGLxUrAYDRNnTrVWSKRKCQSiWLJkiUdFy9e3PHOnTvc1157TdK1a1cJAIwaNar80KFD1g/3Jgn/FojRQyA83+QB8G/8edg/rGMkAFAU1R2GZWQVAH4F8A5FUVTjM7+HqCcBwBCKogSNS+HeBHD6b8r8CiC6cVkZKIqSGC2je5Q8bXEMwEzmhqIo37/JrwbAeIJAUZQrgDs0TW8FsB3AK4/QNoHwQvAW0CkIkD7J6y2gzaVddXV1VH5+Pk8qlTZ5EdLS0szWrl2bn52dnZGXl8eLjY21ioqKKj127JhlfX09BQC7d++2mTp1agkA7NmzJy8jIyPr8uXLmVu2bLErKipiA0BtbS0rLCxMnZGRkWVmZqZbsGCB0+nTp3O+/fbbq59++qkTAKxYscK2Q4cOupycnMyFCxfezszMNAMAiUTSMGvWrKJJkya5LFy40E4qldYNHTq08nF1fPXqVf6pU6dyLl68mLVy5UrH+vp66tKlS/yDBw+KEhMTVSqVKpPFYtGbN2+2BoDVq1cXpKenZ6lUqoyzZ88KL1y4YMrUxefz9UlJSdlTp04tM24jLi6ug1gsri0rK2NVV1ezlUrlA4dRZmZm8hwcHBqsrKz0Lck5ZMiQytu3b5u4ubl5jh071uWnn34yB4Camhpq2rRpnffv35+bk5OTqdVqsWLFivu8JePGjSv7+eefOzD3Bw8eFEVGRpa11c/a2lqWp6dnbWpqquo///lPVWv6mzFjhsvkyZPvpqenZ9nb22tayrNq1SrbGzdu8DIyMjJzcnIyJ0+eXLJgwYI7HTt21Jw6dSrnwoULOQBga2ura2hooJjxQiAAxOghEJ53VsJgEJwDYPN3mVuhrLH8Zhj2zwDApwC4AFIbQ0d/+neV0DR9CcAuAP+DYRnaNpqmk/+m2DYAmQAuNbazBQ96Wx4mT1u8CyCgMQhCJoDpf9OPEgBnG4MWrADQE8BliqKSYdgTtPYR2iYQCK1QVFTEEQqF961n8vLyqlYoFA0cDgcjRowoPX36tLmFhYU+JCREvX//fsvk5GS+RqOhgoKCagFg+fLldlKpVOHv7y8vKiriZmRk8AGAy+XSw4YNqwQApVJZ2717dzWPx6ODgoJqCwoKTADg3Llz5qNHjy4FgMDAwDqJRFLDyBETE3OvqqqKvWvXLtuNGzc+kSVq/fr1Kzc1NaUdHBy0IpFIc+vWLc7Ro0eF6enpAh8fH7lMJlOcOXPG4tq1azwA+Prrr0UKhUKuUCgUV65c4aekpDR588ePH3+fsbNgwQJnmUym2LZtm8327dvzaJpG4zerv2Xt2rXWMplMYW9v73316lWupaWlPj09PXPDhg03bG1ttRMmTHBft26ddUpKCt/Z2bne29u7HgAmTpxYcubMGaFxXY6OjtpOnTrV//7772ZFRUXsa9eu8fv27VvVVj/ZbDYmTpxY1pJsxly6dMl8ypQppQAwbdq0kpby/PHHHxbTp0+/y+VyAQB2dna61uqztrbW3rx50+ShlET4V/DyLbIlEF4waJrOgyEoAXO/0uhnFQBvo+wLGtN3wWCAMPncjH5uekbTdM9W2qwF8EAkteb1tvB8NYDVLaS7PZgboGlaD+DDxsuYCjT2uY08Jxsvpq6eRj83PWvcrzOyhbYXNrs31nFks+xftyQ/gfCysANo170nLWFmZqZvaGi47+Nq84k6cz916tR7S5YssZdIJHVjx469BxiWj506dUqYmJioEgqF+qCgIGltbS0LADgcDs1iGapmsVjg8Xg0YJhg63Q6CgCY/S0toVarWUVFRSYAUFlZyW7NK/IoMDIwcmi1WoqmaWr48OElGzduLDDOq1KpTDZs2GCXlJSUZWtrq4uIiHCrq6tr0pVQKLxPnsWLF9+aNGnSfYaDqampPjMz00ShUNy3H0ehUNQXFhaalJWVsaysrPSzZs0qmTVrVolYLFYyuuFwOBg4cKB64MCBam9v79pvvvnGOiAgoAYPwbBhw8r27dtnJZPJ6vr371/GYrHQWj8BwMTERP+we7pYLFbrLw2Gd0pRVJt5GOrr6ymBQPDY75Xw8kA8PQQCgUAgEJ44tra2Op1OR9XU1DRZOmlpaWYqlcpEp9Ph4MGDotDQUDUA9OrVq7qwsNDk8OHD1lFRUaUAUF5ezra0tNQJhUJ9cnIyPyUl5VGWvaJbt25VcXFxVgCQlJTEz8nJaVo+NnPmTKdhw4aVfPjhh7cnTpzoyqQHBwdLrl+/zn3cvjOEh4dXxsfHWxUUFHAAoLi4mJ2Tk2NSVlbGNjU11YtEIl1+fj7n5MmTlo9a9+zZswunT5/uWlpaygKA0tJS1sqVK22EQqF+1KhR96KiolwY3Wu1Wmg0GgoAUlJSeGlpaTymnuTkZFNnZ+cGX1/fuoKCApP09HQeAMTGxloz78eYsWPHlh09etTq22+/FUVGRpa21c+W5H777bedYmNjOzRPf+WVV6q2bt0qAoCtW7e2uB+nT58+lZs3b7bVaAyr34qLi9kAYGZmpquoqGia0+r1ety9e5crlUofWP5H+PdCjB4CgUAgEAjtQo8ePSqOHTvWtHnd19e3au7cuc4SiUTp4uJSP27cuHLm2ZAhQ8oCAgKqbG1tdQAQERFRodVqKYlEovjwww8dfXx8Wguy0iLvvffe3ZKSEk7jhnd7qVRaa2Vlpfvpp5/ML1++bLZ48eKi6OjoUi6XS69du9Zap9Phxo0bPFtb2xZDjL355ptiOzs7bzs7O+/+/fu3GUKZwd/fv27BggUFvXv3lkgkEkWvXr0k+fn53ODg4FpPT88asVisHDdunJu/v3+re11aY/78+Xd79OhR+corryjEYrEyJCRExng21q5dW2Bvb6+RyWRKuVyuCAwMlI0cOfKeq6urprKykj1+/PjO7u7uSolEolCpVKbLly+/LRAI6M2bN+cNHz7cXSKRKFgsFubNm3e3ebu2trY6sVhcW1BQwAsLC6tpq58tyZ2ZmWnq6Oj4wJ6dTZs23fzqq686enp6yisqKlrcizNnzpy7zs7ODTKZTCmVShXbt28XAcCECRPu9e/fX8wEMjhz5ozAz8+vmlkGRyAAANWW+5dAIBAIBMKLSUpKSp6Pj8+9ZynD2bNnTVesWGH//fffX4+PjxeuWrXK7sSJE1dbyhsWFuYxe/bs4jfeeOOJhI3XarVoaGigBAIBnZGRwevXr58kNzc3nc/ntzjxuXjxIn/Lli0227Ztu/Uk2ie0TPfu3cVnzpy50p5tTJo0qdOQIUPKn9RYIrw4pKSk2Pj4+Li19Izs6SEQCAQCgdAuhISE1F68eLGyrfNZ7t27xw4ICJDL5fKaJzlJVavVrNDQUKlGo6FomsaaNWtutGbwAIZgB4GBgcTgaWfa2+ABAE9Pz1pi8BCaQzw9BAKBQCC8hDwPnh4CgUB4mrTl6SF7eggEAoFAIBAIBMJLDTF6CAQCgUAgEAgEwksNMXoIBAKBQCAQCATCSw0xeggEAoFAIBAIBMJLDTF6CAQCgUAgtAtVVVVUYGCgtK3obS8CQUFB0oSEBIFxWkJCgmDixImd2rvtiIgINycnJy+ZTKZQKBTy3377remQ1o8//tiuc+fOSrFYrJRKpYoNGzZYA4BGo8HMmTOdXF1dPWUymUImkynef/99e6bc+++/b+/h4aGUSCQKmUym+OOPP9o8+LWl/hNaJjs720QsFiuB+8dIfHy88Pjx4016/vzzz22Z99VeREREuO3cudMKAAYOHNjF+FDafyMkZDWBQCAQCIR2Yf369TaDBw8u43BevulGjx49anr06FHTnm0wxuLixYtvTZo0qezQoUMWM2bMcM3Jycn8/PPPbf/44w+LpKSkLJFIpC8pKWHv3bu3AwDMmjXLqbi4mJuVlZUhEAjosrIy1qeffmoPAL/99pvZr7/+2iEtLS3T1NSULiws5NTX11Pt2Q/j/jztsaDRaPCsDik1HiN//PGH0NzcXNe3b99qwHC47NOUJTo6+s6SJUvs4+LibjzNdp8niKeHQCAQCARCu3DgwAHrESNGlAOGL90BAQHSvn37uru7uysjIyNddDod1qxZYxMVFdXkMVm1apXN5MmTnQGgT58+7kqlUu7h4aFcuXKlDZNHIBD4RUdHOymVSnm3bt0kJ06cEAQFBUmdnZ299uzZYwkYzul5/fXXu0gkEsWAAQO6eHt7yxISEgQ5OTkmrq6unoWFhRydTgd/f3/poUOHLB61b/Hx8cKwsDAPAIiJiXEcPny4GyPD4sWLOzL5Nm3aJPLy8pLLZDJFZGSkK2PIjBkzxsXT01Pu4eGhnDNnjiOT38nJyWvevHkO/v7+0h07dlgZtxkeHq7Oz8/nAcCaNWvst2zZclMkEukBwNraWvfOO++UqNVq1t69e223bdt2UyAQ0ABgZWWlX7169W0AKCgo4IpEIq2pqSkNAA4ODlo3NzcNAPzwww9CuVyukEgkiuHDh7vV1tbeZwwtX77cdvr06c7M/bp166wnTJjQqa1+CgQCv9mzZzt6e3vLfv/9d/PW9GnslWDKMXoOCgqShoeHd+ncubNy8ODBnfV6fZOuoqOjnby8vOReXl7y9PR0HlPX5MmTnbt27SqZMWOGc0ZGBi80NFSsVCrl/v7+0uTkZD4A5Ofnc/r27esulUoVUqlUwXhiFi5caCcWi5VisVi5aNGijoDBg9OlSxflqFGjXD08PJQhISHiqqoqCgBOnz4tkEqlCl9fX9nq1aub3j0zRrKzs01iY2NtN2/ebCeTyRRHjx41j4mJcfz444/tAODcuXOmPj4+MolEoujbt6/73bt32YDBw8b0z83NzfPo0aPmgMF4nDZtmrOnp6dcIpEoVqxYYQMAer0e48ePd3F3d1f27NnT4969e00WZnh4eNXp06ctNBpNa6/gpYcYPQQCgUAgvOS8BXQKAqRP8noLaHNpV11dHZWfn8+TSqUNTFpaWprZ2rVr87OzszPy8vJ4sbGxVlFRUaXHjh2zZLwNu3fvtpk6dWoJAOzZsycvIyMj6/Lly5lbtmyxKyoqYgNAbW0tKywsTJ2RkZFlZmamW7BggdPp06dzvv3226uffvqpEwCsWLHCtkOHDrqcnJzMhQsX3s7MzDQDAIlE0jBr1qyiSZMmuSxcuNBOKpXWDR06tPJxdXz16lX+qVOnci5evJi1cuVKx/r6eurSpUv8gwcPihITE1UqlSqTxWLRmzdvtgaA1atXF6Snp2epVKqMs2fPCi9cuGDK1MXn8/VJSUnZU6dOLTNuIy4uroNYLK4tKytjVVdXs5VKZX1zOTIzM3kODg4NVlZW+pbkHDJkSOXt27dN3NzcPMeOHevy008/mQNATU0NNW3atM779+/PzcnJydRqtVixYoWtcdlx48aV/fzzzx2Y+4MHD4oiIyPL2upnbW0ty9PTszY1NVX1n//8p+qf6DYrK8t048aN+VevXs24efMm7/jx403Gk4WFhS4tLS1r2rRpd955552mMZmbm8s/e/ZsztatW29NnjzZddOmTTczMjKyVqxYcSs6OtoFAKZPn+4SGhqqzs7OzszIyMh85ZVX6k6fPi3Yu3evdVJSUlZiYmJWbGys7dmzZ00B4ObNm/x33333ztWrVzMsLS11sbGxVgAQFRXltnr16puXL19WtSS/VCptGD9+/N3p06cXq1SqzPDw8Pv0MHHixM5Lly69lZOTk6lUKmvff//9JiNYq9VSaWlpWcuXL89ftGiRIwB88cUXNpaWlrr09PSslJSUrK+//tpWpVKZfPPNNx2uXr3Ky87Ozti1a9eNS5cuNemJzWbD1dW17vz58//aZYrE6CEQCAQCgfDEKSoq4giFwvs283h5eVUrFIoGDoeDESNGlJ4+fdrcwsJCHxISot6/f79lcnIyX6PRUEFBQbUAsHz5cjupVKrw9/eXFxUVcTMyMvgAwOVy6WHDhlUCgFKprO3evbuax+PRQUFBtQUFBSYAcO7cOfPRo0eXAkBgYGCdRCJpWooWExNzr6qqir1r1y7bjRs35j+J/vbr16/c1NSUdnBw0IpEIs2tW7c4R48eFaanpwt8fHzkMplMcebMGYtr167xAODrr78WKRQKuUKhUFy5coWfkpLCZ+oaP378fcbOggULnGUymWLbtm0227dvz6NpGhT1cCvS1q5day2TyRT29vbeV69e5VpaWurT09MzN2zYcMPW1lY7YcIE93Xr1lmnpKTwnZ2d6729vesBYOLEiSVnzpwRGtfl6Oio7dSpU/3vv/9uVlRUxL527Rq/b9++VW31k81mY+LEiWUtyfaweHl5Vbu7u2vYbDaUSmVNbm6uCfNswoQJpQAwZcqU0uTk5KZJ/tChQ8s4HA4qKipYycnJ5sOHD3eXyWSKGTNmuN65c4cLAOfOnRO+9957dwGAw+HA2tpad/LkSfPXX3+93MLCQm9paakfMGBA2YkTJ4QA4OTkVN+tW7daAPDz86vJy8vjlZSUsNVqNXvAgAFVAPDWW2+VPErfmpefMmVKyfnz55v6MXz48DIA6NatW/WtW7dMAOC3336zOHDggLVMJlP4+fnJy8rKOJmZmfxTp04JR4wYUcrhcODm5qYJDg5WG7dlY2Ojzc/PfzZr/Z4DXr5FtgQCgUAgEO5jB/BEJvaPgpmZmb6hoeG+j6vNJ+rM/dSpU+8tWbLEXiKR1I0dO/YeYFgadOrUKWFiYqJKKBTqg4KCpLW1tSwA4HA4NItlqJrFYoHH49GAYYKt0+koAKBpulXZ1Go1q6ioyAQAKisr2a15RR4FRgZGDq1WS9E0TQ0fPrxk48aNBcZ5VSqVyYYNG+ySkpKybG1tdREREW51dXVNuhIKhffJw+zpMU4zNTXVZ2ZmmigUigbjdIVCUV9YWGhSVlbGsrKy0s+aNatk1qxZJWKxWMnohsPhYODAgeqBAweqvb29a7/55hvrgICAh9qfNGzYsLJ9+/ZZyWSyuv79+5exWCy01k8AMDEx0T/MPh4Oh0PrdDoAhmVaGo2mabC0pFvmnhkHAEBRVFM+c3NzPQDodDoIhUKtSqXKfJj+tTVuTExMjOWga2trWY9igP4T+Hw+DRjemdHYplatWnUzIiLiPg9lfHy8ZVuy1NfXswQCwWOP9RcV4ukhEAgEAoHwxLG1tdXpdDqqpqamaRaWlpZmplKpTHQ6HQ4ePCgKDQ1VA0CvXr2qCwsLTQ4fPmwdFRVVCgDl5eVsS0tLnVAo1CcnJ/NTUlLajDDWnG7dulXFxcVZAUBSUhI/JyenafnYzJkznYYNG1by4Ycf3p44caIrkx4cHCy5fv36E/sSHh4eXhkfH29VUFDAAYDi4mJ2Tk6OSVlZGdvU1FQvEol0+fn5nJMnT1o+at2zZ88unD59umtpaSkLAEpLS1krV660EQqF+lGjRt2LiopyYXSv1WqbjIiUlBSecRSv5ORkU2dn5wZfX9+6goICE2ZfTGxsrDXzfowZO3Zs2dGjR62+/fZbUWRkZGlb/WxJ7rffftspNja2Q/N0V1fXhqSkJAEA7Nmzp4OxYdMWsbGxIgDYvn27lZ+fX3Xz5yKRSO/s7NzA7I/S6/X4888/TQEgJCREzSzh02q1KC0tZfXq1avq559/7qBWq1mVlZWsn3/+2SosLOwBPTDY2NjozM3Ndb/++qs5AOzatUvUUj6hUKhTq9Xs5unW1tY6CwsLHbNfZ/v27dbBwcFtLgPs27dvxZdffmnLLAlNTU3lVVZWsl577TX1t99+K9Jqtbhx4wb3/Pnz93nqrl+/zvPz86trq+6XGWL0EAgEAoFAaBd69OhRcezYsaalOr6+vlVz5851lkgkShcXl/px48aVM8+GDBlSFhAQUGVra6sDgIiIiAqtVktJJBLFhx9+6Ojj4/PAhLYt3nvvvbslJSUciUSiWLJkib1UKq21srLS/fTTT+aXL182W7x4cVF0dHQpl8ul165da63T6XDjxg2era1ti/G133zzTbGdnZ23nZ2dd//+/bs8jAz+/v51CxYsKOjdu7dEIpEoevXqJcnPz+cGBwfXenp61ojFYuW4cePc/P39H3mvy/z58+/26NGj8pVXXlGIxWJlSEiIjPmKv3bt2gJ7e3uNTCZTyuVyRWBgoGzkyJH3XF1dNZWVlezx48d3dnd3V0okEoVKpTJdvnz5bYFAQG/evDlv+PDh7hKJRMFisTBv3rwHIozZ2trqxGJxbUFBAS8sLKymrX62JHdmZqapo6PjA7vp33nnnbvnzp0Tenl5yc+fP29mamr6UB6J+vp6ytvbW7Zp0ya7devWtejR3Ldv37WdO3faSKVShVgsVn733XcdAODLL7+8eerUKaFEIlF4enoqLl26ZNq9e/eayMjIkldeeUXu7+8vHzdu3N2QkJDatmTYvn173rvvvuvi6+srYwJENCciIqL8p59+6sAEMjB+tnPnzuvvv/++s0QiUaSmppouW7bsdlvtzZkz555MJqvz8vKSi8Vi5ZQpU1w1Gg01bty48i5dutRLpVJlVFSUS1BQUJOxlp+fz+HxeLSrq+u/NpIB1ZYbj0AgEAgEwotJSkpKno+Pz71nKcPZs2dNV6xYYf/9999fj4+PF65atcruxIkTV1vKGxYW5jF79uziN954o9Wv6o+CVqtFQ0MDJRAI6IyMDF6/fv0kubm56cxyoeZcvHiRv2XLFptt27bdehLtE1qme/fu4jNnzlx5EnU5OTl5JSYmZjk4OLzYB0E9Bf773/92tLCw0M+ZM+eZ/k1ob1JSUmx8fHzcWnpG9vQQCAQCgUBoF0JCQmovXrxY2dbhpPfu3WMHBATI5XJ5zZMyeADDvp3Q0FCpRqOhaJrGmjVrbrRm8ACGYAeBgYHE4GlnnpTBQ3g0OnTooJsxY8YjBVl42SCeHgKBQCAQXkKeB08PgUAgPE3a8vSQPT0EAoFAIBAIBALhpYYYPQQCgUAgEAgEAuGlhhg9BAKBQCAQCAQC4aWGGD0EAoFAIBAIBALhpYYYPQQCgUAgENqFqqoqKjAwUNpW9LYXlYiICLedO3daGafl5eVxw8PDH+oMn8dlw4YN1mKxWOnh4aF0d3dXfvzxx3bMs4ULF9p17txZKZFIFFKpVDF58mRn5iDLL774wloikSgkEolCLBYrd+/e3QEAfv/9dzNvb2+ZTCZTdOnSRRkTE+PYVvvr1q2zHj9+vEt79jE7O9tELBYrn2SdQUFB0oSEBEHz9D179lh++OGH9gAQExPj2LFjR2+ZTKYQi8XKPXv2PPLhsU+a+Ph4YVhYmAdwv6zffPNNh6SkJD6Tb/bs2Y7ff/+9sLV6ngS3b9/mhIaGituzjfaAhKwmEAgEAoHQLqxfv95m8ODBZRzO8zHd0Gg04HJbPDPzieDm5qY5evTotXZrAIY+HD582GLTpk0djx8/nuPm5qapqamhvvzyS2sA+Pzzz21///13i4sXL6psbGx0dXV11KJFi+yqq6upW7ducVatWuVw+fLlLGtra11FRQWrsLCQAwBRUVGd9+3blxscHFyr1WqRkpLCb1uSJ9ef9nwnD8uYMWMqAFQw99OnTy9etGhR8aVLl/i9e/eWjho1KoXNZjflf5ZyG8v6/fffd9BqtRX+/v51APDFF1+0ebDp46LRaODo6Ki1s7PTHDt2zKxfv36PdGjws4R4eggEAoFAILQLBw4csB4xYkQ5YPhSHRAQIO3bt6+7u7u7MjIy0kWn02HNmjU2UVFRnZgyq1atspk8ebJzZWUlq2fPnh5SqVQhFouVW7dutQIMB1JGR0c7eXl5yb28vOTp6ek8ANi7d6+lt7e3TC6XK7p16ybJz8/nAIav9qNHj3YNCQkRDx06tHNiYiLfy8tLLpPJFBKJRJGWlsYDgE2bNomY9MjISNd/4p0y9kysW7fOul+/fu6hoaFiV1dXz+nTpzsz+Q4dOmTh6+srUygU8v79+3epqKhgAcC8efMcPD095WKxWDl69GhXvV4PwOCdmDlzplNgYKB08eLFdp9//rnDsmXLbrm5uWkAQCAQ0HPnzr0HAKtXr3bYunXrDRsbGx0A8Pl8eunSpUUikUhfWFjINTMz01taWuoAwNLSUi+TyRoAoLS0lOPi4qIBAA6HA2YSXVxczO7Tp4+7RCJR+Pj4yC5cuGBq3OeSkhK2k5OTl06nA2A4H8ne3t67vr6eysjI4IWGhoqVSqXc399fmpyczAcMXrLJkyc7d+3aVTJjxgxnPATZ2dkm/v7+UoVCIVcoFPLjx4+bMc8WLFhgx3i1ZsyY4QQA586dM/Xx8ZFJJBJF37593e/evdtksezatcvaz89PJhaLlSdOnBAw76slz9Urr7xSx2azUVRUxGn+Hk6fPi0IDAyUKpVKeffu3cU3btzgAkB6ejqvW7duEqlUqlAoFPKMjAyeXq/HtGnTnMVisVIikSiY8RwfHy8MCgqShoeHd+ncubNy8ODBnZn3fvDgQYvOnTsr/f39pQcPHuzAyMTIevz4cbPffvutw4IFC5xlMpkiIyODZ+yB/OGHH4RyuVwhkUgUw4cPd6utraUAw+/QnDlzHBUKhVwikSiY91JZWckaPny4m6enp1wulysYL+C6deus+/fv36VXr14eoaGhEgAYMmRIeWxsrPXDvLvnhefj0wuBQCAQCIT24/xbnVCe/sCSnseig2cNXt2R39rjuro6Kj8/nyeVShuYtLS0NLPk5OR0iUTS0KNHD3FsbKxVVFRUqVKpVNTX19/i8Xj07t27bbZs2XLj0KFDFvb29pqTJ09eBQyTa6YeCwsLXVpaWtaGDRus33nnnU4nTpy42rdv36pRo0apWCwWVq9ebbNo0SL7rVu33gKA1NRUwYULF1Tm5ub0hAkTOs2YMaM4Ojq6tK6ujtJqtbh06RL/4MGDosTERBWPx6PHjh3rsnnzZuuZM2c+1mGOmZmZgpSUlExTU1O9h4eH57x584rNzMzopUuXOiQkJORYWFjoP/roI/tPP/3UbuXKlYXvvffenZUrVxYCwJAhQzrHxcVZRkZGVgBAeXk5++LFi9kA8MUXXziEhITUNG+vrKyMVVNTw2IMmea8+uqrNTY2NppOnTp5hYSEqIcOHVrG1D916tRiuVzu2bVrV3W/fv0q3n777RKBQEDPnz/f0cfHp+a3337L/fHHH4UTJkzorFKpMpk6ra2tdTKZrObnn38WDho0SB0XF2f52muvVfB4PHry5MmuX3311Q0vL6/6P/74wyw6Otrl/PnzOQCQm5vLP3v2bM7DegEdHR21p0+fzhEIBHRaWhpv9OjRXdLT07MOHDhg8dNPP1klJSWphEKhvri4mA0AEydO7LxmzZqbAwYMqJo9e7bj+++/77hjh2G81tTUsJKTk1W//PKL+dSpUztfuXIlo7V2//jjDzMWi0U7ODhojd9DfX099eqrr0p/+umnq46OjtqtW7dazZs3z+nbb7/Ni4yM7Dxv3ryi8ePHl9fU1FA6nY6KjY3tkJaWZpqVlZVRWFjICQoKkvfr168KALKyskwvX758zc3NTePv7y87fvy4eWhoaPXMmTPdjh8/nq1UKusHDhz4wLLJvn37Vvfp06d84MCBFZMmTSozflZTU0NNmzat87Fjx7K9vb3r33zzTbcVK1bYfvzxx3cAwMbGRpuZmZm1bNky22XLltnt37//xocffugQFhZW+e233+YxhwYPHjy4EgAuXbpknpqammFnZ6cDgJCQkOpFixa1uQTyeYMYPQQCgUAgEJ44RUVFHKFQeJ+7xMvLq1qhUDQAwIgRI0pPnz5tPmnSpLKQkBD1/v37Lb28vOo0Gg0VFBRUy+fz9R999FGn6OhopzfeeKMiPDy8iqlnwoQJpQAwZcqU0gULFnQCgOvXr5sMGTLE+e7du9yGhgZWp06d6pn84eHh5ebm5jQABAcHV69cudLh1q1bJqNGjSrz8vKqP3r0qDA9PV3g4+MjB4C6ujpWx44dH3sjUvfu3Sutra11AODh4VGXm5vLKy0tZefm5vKDgoJkAKDRaCh/f/8qAPjll1+Eq1evtq+rq2OVl5dzFApFLRqXMY0ePbr079qjaRoURTXdf/fddxYfffSRs1qtZu/ateta3759qxMSEq6cOnVKcOzYMYsPPvigU2Jiotnq1atvr1y5snDSpEml8fHxFgcOHLD+9ttvrf/3v/9l/+9//xN+9913VwFg8ODB6qlTp3KMDVAAGD58eNm+ffusBg0apD5w4IBoxowZdysqKljJycnmw4cPd2fyNTQ0NAk3dOjQR1r22NDQQEVFRblmZmaaslgs3LhxgwcAx48ftxg7duw9oVCoBwA7OztdSUkJW61WswcMGFAFAFOmTCkZPnx4k9EQGRlZCgD9+/evqqqqYt27d4/dvL3NmzfbHThwwNrMzEwXGxt7jcUyLI5i3kNqairvypUrpr169ZIAgF6vh62traasrIxVXFxsMn78+HLA4IUDQJ8+fVo4YsSIUg6Hg06dOmm7du1adebMGYGlpaXey8ur2t3dXQMASqWyJjc310QoFOqcnZ3rvby86gFgzJgxJdu2bbN9WH2lpKTwnZ2d6729vesBYOLEiSUbN27sCOBOow7KACAoKKjmxx9/tAKAkydPWvz6668d1q1bZw8A9fX11NWrV00AIDQ0tJIxeACDEXrnzh2Th5XneYAYPQQCgUAgvOy04ZFpL8zMzPQNDQ33LaM3npAb30+dOvXekiVL7CUSSd3YsWPvAYC3t3f9pUuXMr/77jvLjz76yOm3336rZLwgzAS0sQ4aAGbOnOkya9asojFjxlTEx8cLjb9Cm5mZ6Zmfp0+fXhoaGlp9+PBhy/79+0s2bdqUR9M0NXz48JKNGzcWPEkdmJiY0MzPbDab1mg0FE3T6N69e+WRI0euG+etqamh5s6d63rhwoVMDw8PTUxMjGNdXV1TR5lJPQB4eHjUnj17VjB48GC1cR0ikUhvamqqV6lUJjKZrCEiIqIyIiIiMywszKO+vp4FGHQXFhZWExYWVtO/f//KyZMnu61evfo2ACiVynqlUnk3JibmrrW1tW9RURGbpmk0h9E5w+jRo8sXLVrkVFxczE5PTxcMGjSosrKykiUUCrXGXiFjzM3N9S2lt8aSJUvsOnbsqPnuu++u6/V6mJqa+gMPGnoPQ2vj0BhmT0/zdOY90DRNeXh41F6+fFll/Ly0tLTFrSMt6ZGBx+MZjxNotVqqNbkelrbaAwzLHgGAw+HQTHs0TePgwYNXfXx86o3znjlzxkwgENz3vmpqaigej/dI7/BZQ/b0EAgEAoFAeOLY2trqdDodVVNT0zRzS0tLM1OpVCY6nQ4HDx4UhYaGqgGgV69e1YWFhSaHDx+2joqKKgUMkdCEQqF+xowZpbNnzy6+fPly0/K82NhYEQBs377dys/PrxoA1Go1m9mTsmvXrlb3GmRmZprI5fL6BQsW3OnXr1/55cuXTcPDwyvj4+OtCgoKOIBhH0tOTo4JALz55ptuzL6PJ0HPnj2rExMTzZm9SGq1mpWamsqrqalhAYC9vb22oqKCdeTIEavW6pg/f37Rhx9+6Hzz5k0OANTW1lKLFy/uCACzZ88unDJliivjvdDr9WAMnry8PO6ZM2ea+pKYmChwcnJqAIC4uDhLZi9JWloan81m0zY2NrpXX31VvXPnTmvAsP/EyspKKxKJ7pvsWlpa6n18fKqnTZvm0rt37woOhwORSKR3dnZu2LFjhxUjx59//nnffiCGEydOCN588023tvRWUVHBdnBw0LDZbGzatMma2UMUHh5e+c0339io1WoWYHh31tbWOgsLC93Ro0fNAWD79u3WwcHBTZ7Cffv2WQHAr7/+ai4UCnWMN+5R8Pb2ristLeX89ttvZoDBK5KYmMgXiUR6e3v7hm+++aYDYHg3arWa9dprr6kPHjwo0mq1uH37Nud///ufeWhoaKtBAHx9fetu3bplkpGRwQOAuLg4UUv5zM3NdZWVlQ/M5319fesKCgpMmHEWGxtrzfy+tUZYWFjlqlWr7JhxcPbs2RbfFwCkp6fzJRJJbVv1PW8QTw+BQCAQCIR2oUePHhXHjh0zHzJkiBoAfH19q+bOneusUqlMu3btqh43blw5k3fIkCFlqampAltbWx0AJCUlmf6///f/nFksFjgcDr1p06YbTN76+nrK29tbptfrqbi4uGsA8NFHH90ePXq0u52dXUNAQED1zZs3eS3J9M0334i+/fZbaw6HQ9va2mo+++yz23Z2droFCxYU9O7dW6LX68Hlcul169bdlEgkDVlZWYJOnTppWqprzpw5rh988EEnAHBwcGjYv3//30Zuc3R01G7ZsiVv1KhRXZjlXp988kmBt7d3xZgxY+4qFAqls7Nzg4+PT6sT4pEjR1YUFRVxevfuLWU8HWPGjLkHAPPnz79bU1PDCggIkJuYmOjNzMz0QUFBVcHBwTUlJSXsefPmORcXF3N5PB4tEok0W7duvQkAu3fvtv7ggw868fl8PYfDobdt23adw+Fg+fLltyMjI90kEonC1NRUv2vXrustyTRixIiyt956q0t8fHw2k7Zv375rU6ZMcV2+fLmDVqul3nzzzdLg4OAHJsp5eXk8U1PTB1wTGo2GMjEx0QPA7Nmz70RERLh///33Vt27d1ebmprqAWDYsGGVly5dEvj6+sq5XC7dp0+fig0bNhTs3LnzenR0tOu7777LcnFxqd+3b18eU6+VlZXOz89PVlVVxf7qq69a7M/fwefz6bi4uNx3333XRa1Ws3U6HRUdHV0cEBBQt3v37utTpkxx/fTTTx25XC797bff5o4bN6783Llz5nK5XElRFP3f//73louLizY1NbXF+gUCAb1+/fobAwcO9BCJRNquXbtWZWVlPWCEjBkzpjQ6Otpt8+bNdgcPHsw1Lr958+a84cOHu+t0Ovj4+NTMmzfvblt9WrZs2e2pU6e6yGQyBU3TlLOzc/2JEyeutpT3+PHjwvDw8IqWnj2vUH/n/iIQCAQCgfDikZKSkufj43PvWcpw9uxZ0xUrVth///331+Pj44WrVq2ya20SFRYW5jF79uziN954o82v0U5OTl6JiYlZzMby9qS0tJQ1ZswYt19++aVdw1D/25k2bZrzW2+9VdK1a9f7DKLdu3d32Lt3r+jnn38m+n/OCAgIkP7yyy9XmY8UzwspKSk2Pj4+bi09I54eAoFAIBAI7UJISEjtxYsXK9sK/8xEiZLL5TV/Z/A8bUQikZ4YPO3Pli1bbjVPmz17tuMvv/zSYceOHf/IE0NoP27fvs2ZNWtW8fNm8PwdxNNDIBAIBMJLyPPg6SEQCISnSVueHhLIgEAgEAgEAoFAILzUEKOHQCAQCAQCgUAgvNQQo4dAIBAIBAKBQCC81BCjh0AgEAgEAoFAILzUEKOHQCAQCARCu1BVVUUFBgZK24re9qISERHhtnPnzvsOEM3Ly+OGh4d3eRrtb9iwwVosFis9PDyU7u7uyo8//tiOebZw4UK7zp07KyUSiUIqlSomT57sXF9fTwHAF198YS2RSBQSiUQhFouVu3fv7gAAv//+u5m3t7dMJpMpunTpooyJiXFsq/1169ZZjx8/3qVdO/kSERQUJE1ISBAAwGuvveZx79499r1799jLli2zZfI8jfETHx8vDAsL8wCAffv2Wc6ZM6fN9/wyQYweAoFAIBAI7cL69ettBg8eXMbhPB8nZGg0LZ4x+sRwc3PTHD16tF1DXGs0Ghw4cMBi06ZNHY8fP55z9erVjLS0tExLS0sdAHz++ee2v//+u8XFixdVOTk5mSkpKVkdO3bUVldXU7m5udxVq1Y5/Pnnn9k5OTmZiYmJWQEBATUAEBUV1XnLli03VCpVZk5OTsaYMWNK27Mfxv152jxrI/zUqVNXbWxsdCUlJezt27d3ZNKfxvgxZuTIkRVHjx7toFar/xX2wL+ikwQCgUAgEJ4+Bw4csB4xYkQ5YPjCHBAQIO3bt6+7u7u7MjIy0kWn02HNmjU2UVFRnZgyq1atspk8ebJzZWUlq2fPnh5SqVQhFouVW7dutQIMh5NGR0c7eXl5yb28vOTp6ek8ANi7d6+lt7e3TC6XK7p16ybJz8/nAEBMTIzj6NGjXUNCQsRDhw7tnJiYyPfy8pLLZDKFRCJRpKWl8QBg06ZNIiY9MjLS9Z9MjLOzs03EYrESMHhC+vXr5x4aGip2dXX1nD59ujOT79ChQxa+vr4yhUIh79+/f5eKigoWAMybN8/B09NTLhaLlaNHj3bV6/UADF6CmTNnOgUGBkoXL15s9/nnnzssW7bslpubmwYABAIBPXfu3HsAsHr1aoetW7fesLGx0QEAn8+nly5dWiQSifSFhYVcMzMzPWMgWVpa6mUyWQMAlJaWclxcXDQAwOFw4O/vXwcAxcXF7D59+rhLJBKFj4+P7MKFC6bGfS4pKWE7OTl56XSGI1vUajXL3t7eu76+nsrIyOCFhoaKlUql3N/fX5qcnMwHDF6yyZMnO3ft2lUyY8YMZ7SCsVcCAMaPH++ybt06a2YczJkzx1GhUMglEomCqTsmJsZxyJAhnV999VWJq6ur56pVq2yYurp27SoZNGhQZ6lUqtRqtZg2bZqzp6enXCKRKFasWGHDtLNgwQI7xks2Y8YMJwA4d+6cqY+Pj0wikSj69u3rfvfuXTbzbpjx6Obm5nn06FFzwODlHDhwYBeJRKIYMGBAl7q6Ooqp38nJyauwsJAzd+5c5/z8fJ5MJlNMmzbN2Xj81NTUUMOGDXOTSCQKuVyuOHLkiPCfjquDBw9adO7cWenv7y89ePBgByY/i8VCt27d1Pv377ds7R28TDwfn14IBAKBQCC0H+ff6oTydMETrbODZw1e3ZHf2uO6ujoqPz+fJ5VKG5i0tLQ0s+Tk5HSJRNLQo0cPcWxsrFVUVFSpUqlU1NfX3+LxePTu3btttmzZcuPQoUMW9vb2mpMnT14FDJNrph4LCwtdWlpa1oYNG6zfeeedTidOnLjat2/fqlGjRqlYLBZWr15ts2jRIvutW7feAoDU1FTBhQsXVObm5vSECRM6zZgxozg6Orq0rq6O0mq1uHTpEv/gwYOixMREFY/Ho8eOHeuyefNm65kzZ5Y8jooyMzMFKSkpmaampnoPDw/PefPmFZuZmdFLly51SEhIyLGwsNB/9NFH9p9++qndypUrC9977707K1euLASAIUOGdI6Li7OMjIysAIDy8nL2xYsXswHgiy++cAgJCalp3l5ZWRmrpqaGxRgyzXn11VdrbGxsNJ06dfIKCQlRDx06tIypf+rUqcVyudyza9eu6n79+lW8/fbbJQKBgJ4/f76jj49PzW+//Zb7448/CidMmNBZpVJlMnVaW1vrZDJZzc8//ywcNGiQOi4uzvK1116r4PF49OTJk12/+uqrG15eXvV//PGHWXR0tMv58+dzACA3N5d/9uzZnMfxAtrY2GgzMzOzli1bZrts2TK7/fv33wCArKws06SkpCy1Ws328/NTREREVABAamqqWXJycoZMJmtYuXKljaWlpS49PT2rtraWCgwMlA0aNKgyNTWV/9NPP1klJSWphEKhvri4mA0AEydO7LxmzZqbAwYMqJo9e7bj+++/77hjh2H8a7VaKi0tLWv//v2WixYtcgwPD89ZuXJlR1NTU31OTk7mhQsXTENCQhTN5V+1atWtgQMHmjL6zM7ONmGeLV++vCMA5OTkZCYnJ/Nff/11cW5ubjrwaONq0aJFRTNnznQ7fvx4tlKprB84cOB9y+cCAgKqT58+bT558uSyf/wiXhCIp4dAIBAIBMITp6ioiCMUCu9zl3h5eVUrFIoGDoeDESNGlJ4+fdrcwsJCHxISot6/f79lcnIyX6PRUEFBQbWvvPJK7enTpy2io6Odjh49am5tbd10+vuECRNKAWDKlCmlycnJ5gBw/fp1k9DQULFEIlGsW7fOXqVSNXkkwsPDy83NzWkACA4Orl61apXDRx99ZH/lyhUTc3Nz+ujRo8L09HSBj4+PXCaTKc6cOWNx7do13uPqoHv37pXW1tY6gUBAe3h41OXm5vJOnjxplpubyw8KCpLJZDJFXFyc9c2bN00A4JdffhF6e3vLJBKJ4ty5c8L09PSmPowePfpvl5vRNA2KanIo4LvvvrOQyWQKJycnr+PHj5txOBwkJCRc2bt3b65YLK774IMPOjF7d1auXFn4559/ZvXp06fywIED1j179pQAwP/+9z9hVFRUCQAMHjxYXV5ezjE2QAFg+PDhZfv27bMCgAMHDohGjRpVVlFRwUpOTjYfPny4u0wmU8yYMcP1zp07XKbM0KFDH3vZY2RkZBkABAUF1eTn5ze9r/79+5ebm5vTDg4O2uDg4MrTp0+bAYC3t3c1YxD+9ttvFgcOHLCWyWQKPz8/eVlZGSczM5N//Phxi7Fjx94TCoV6ALCzs9OVlJSw1Wo1e8CAAVUAMGXKlJLz58+bG/cfALp161Z969YtEwA4c+aM+bhx40oAoGvXrrUSieQBI7Utzp07Zz5+/PgSAPDz86tzdHRsSEtL4wOPNq4uX77Md3Z2rvfy8qpnsVgYM2bMfYa8vb29tqioyKQlGV42iKeHQCAQCISXnTY8Mu2FmZmZvqGh4b6Pq8YTcuP7qVOn3luyZIm9RCKpGzt27D0A8Pb2rr906VLmd999Z/nRRx85/fbbb5WMF4TFYhnXQQPAzJkzXWbNmlU0ZsyYivj4eOGiRYuaNmibmZnpmZ+nT59eGhoaWn348GHL/v37SzZt2pRH0zQ1fPjwko0bNxY8SR2YmJjQzM9sNpvWaDQUTdPo3r175ZEjR64b562pqaHmzp3reuHChUwPDw9NTEyMY11dXVNHmUk4AHh4eNSePXtWMHjwYLVxHSKRSG9qaqpXqVQmMpmsISIiojIiIiIzLCzMo76+ngUYdBcWFlYTFhZW079//8rJkye7rV69+jYAKJXKeqVSeTcmJuautbW1b1FREZumaTSH0TnD6NGjyxctWuRUXFzMTk9PFwwaNKiysrKSJRQKtcZeIWPMzc31LaUbw+VyaWaJHwAwwRgY+Hw+DQAcDofWarVNz1obZwKBoKkymqapVatW3YyIiKg0zvvzzz9bNC//dxjJAZ1O16ocj0JLemd4lHF17tw507bkqK2tpfh8/t++i5cB4ukhEAgEAoHwxLG1tdXpdDqqpqamacaVlpZmplKpTHQ6HQ4ePCgKDQ1VA0CvXr2qCwsLTQ4fPmwdFRVVChgiWQmFQv2MGTNKZ8+eXXz58uWm5XmxsbEiANi+fbuVn59fNQCo1Wo2sydl165d1q3JlZmZaSKXy+sXLFhwp1+/fuWXL182DQ8Pr4yPj7cqKCjgAIZ9LDk5OSYA8Oabb7qdOHHiiS0N7NmzZ3ViYqI5sxdJrVazUlNTeTU1NSzA8OW9oqKCdeTIEavW6pg/f37Rhx9+6Hzz5k0OYJi4Ll68uCMAzJ49u3DKlCmu9+7dYwOAXq8HY/Dk5eVxz5w509SXxMREgZOTUwMAxMXFWTIGRlpaGp/NZtM2Nja6V199Vb1z505rwLAvxsrKSisSie6bJFtaWup9fHyqp02b5tK7d+8KDocDkUikd3Z2btixY4cVI8eff/55334ghhMnTgjefPNNt+bp7u7u9VevXjWtra2lSkpK2GfOnLF4GB3/8ssvHWpqaqiioiL2+fPnhd27d69unqdv374VX375pS1jSKWmpvIqKytZ4eHhld98840Ns7m/uLiYbW1trbOwsNAx+3W2b99uHRwcXNWWDN27d6/avXu3CAAuXrzIz8nJeWAMWVpa6qqrq1ucixuXT01N5RUWFpp4e3vXtdZea+PK19e37tatWyYZGRk8AIiLixMZl8vOzuYrlcratvryskA8PQQCgUAgENqFHj16VBw7dsx8yJAhagDw9fWtmjt3rrNKpTLt2rWrety4ceVM3iFDhpSlpqYKbG1tdQCQlJRk+v/+3/9zZrFY4HA49KZNm24weevr6ylvb2+ZXq+n4uLirgHARx99dHv06NHudnZ2DQEBAdU3b95scXnaN998I/r222+tORwObWtrq/nss89u29nZ6RYsWFDQu3dviV6vB5fLpdetW3dTIpE0ZGVlCTp16tRiiLE5c+a4fvDBB50AwMHBoWH//v1/G3nL0dFRu2XLlrxRo0Z1aWhooADgk08+KfD29q4YM2bMXYVCoXR2dm7w8fF5YKLOMHLkyIqioiJO7969pcyStjFjxtwDgPnz59+tqalhBQQEyE1MTPRmZmb6oKCgquDg4JqSkhL2vHnznIuLi7k8Ho8WiUSarVu33gSA3bt3W3/wwQed+Hy+nsPh0Nu2bbvO4XCwfPny25GRkW4SiURhamqq37Vr1/WWZBoxYkTZW2+91SU+Pj6bSdu3b9+1KVOmuC5fvtxBq9VSb775ZmlwcPADE+y8vDyeqanpA64NDw8PzaBBg8rkcrmyc+fOdUql8qGWiPn5+VX37t1bfPv2bZN58+YVurm5adLT0/nGeebMmXMvLy+P5+XlJadpmhKJRJqff/45d9iwYZWXLl0S+Pr6yrlcLt2nT5+KDRs2FOzcufN6dHS067vvvstycXGp37dvX15bMsybN+/OqFGjOkskEoVSqazx8vJ64H3a29vr/P39q8RisbJXr14VMTExd5hn8+fPvzNu3DhXiUSiYLPZ2LJlS15LOmJoY1zVr1+//sbAgQM9RCKRtmvXrlVZWVlNxmdCQoJw+fLlT9TD+bxCteU+IxAIBAKB8GKSkpKS5+Pjc+9ZynD27FnTFStW2H///ffX4+PjhatWrbI7ceLE1ZbyhoWFecyePbv4jTfeULf0nMHJyckrMTExy8HBod3jDpeWlrLGjBnj9ssvvzy1MML/RqZNm+b81ltvlXTt2vWxPQ4xMTGO5ubmukWLFhU/CdleZvLz8zkjRozo8ueff+Y8a1meFCkpKTY+Pj5uLT0jnh4CgUAgEAjtQkhISO3Fixcr2wr/fO/ePXZAQIBcLpfX/J3B87QRiUR6YvC0P1u2bLn1rGX4N3Lt2jWTVatWPfX9fs8K4ukhEAgEAuEl5Hnw9BAIBMLTpC1PDwlkQCAQCAQCgUAgEF5qiNFDIBAIBAKBQCAQXmqI0UMgEAgEAoFAIBBeaojRQyAQCAQCgUAgEF5qiNFDIBAIBAKhXaiqqqICAwOlbUVve1GJiIhw27lz530HiObl5XHDw8O7PI32N23aJJJIJAoPDw+lVCpVjBw5sulA0qCgIKmDg4MXc9goAPTp08ddIBD4AUB2drYJn89/RSaTKdzd3ZVvvvmmG3NIZ3x8vFAoFPrKZDIFc33//fdCAHj//fftPTw8lBKJRCGTyRR//PGHGQDs27fPUi6XK6RSqcLd3V25YsUKm7Zkj4mJcfz444/t2kk1YPoRFhbm8STrdHJy8iosLHwg8vHnn39uu2HDBmvAMC6cnJy8ZDKZQqFQyH/77TezJynDP2HdunXW48ePdwHul3XdunXWeXl5XCbfyJEjXZOSkvit1fMk+N///mcaERHh1p5ttAYJWU0gEAgEAqFdWL9+vc3gwYPLOJznY7qh0WjA5XL/PuM/xM3NTXP06NF2DXGt0Wjwww8/WGzcuNHu119/vdK5c2eNVqvFhg0brAsKCjg2NjY6ABAKhbrjx4+b/+c//6m6d+8e+86dO/d1vFOnTvUqlSpTq9Wie/fukh07dlhFR0eXAkBAQEBV8/OUfvvtN7Nff/21Q1paWqapqSldWFjIqa+vp+rr66lZs2a5/vnnn1nu7u6a2tpaKicnx6Q9dWCsi/Z8nw/L/Pnz7xrfL168+NakSZPKDh06ZDFjxgzXnJycTOPnWq0Wz+p3wljW3bt32/j6+ta6ublpAGD//v03Wi/5+Gg0GgQFBdUWFhaaXLlyxUQsFje0Z3vNIZ4eAoFAIBAI7cKBAwesR4wYUQ4YvrwHBARI+/bt6+7u7q6MjIx00el0WLNmjU1UVFQnpsyqVatsJk+e7FxZWcnq2bOnh1QqVYjFYuXWrVutAMPX9ujoaCcvLy+5l5eXPD09nQcAe/futfT29pbJ5XJFt27dJPn5+RzA4FUYPXq0a0hIiHjo0KGdExMT+V5eXnKZTKaQSCSKtLQ0HmDwnDDpkZGRrv/EO5WdnW0iFouVgOErer9+/dxDQ0PFrq6untOnT3dm8h06dMjC19dXplAo5P379+9SUVHBAoB58+Y5eHp6ysVisXL06NGujKcmKChIOnPmTKfAwEDp4sWL7T777DOHZcuW3ercubMGADgcDmbPnl3i4+NTz7QxdOjQ0j179ogAYPfu3R0GDRpU3pLMHA4Hr7zySnVBQUGb1kNBQQFXJBJpTU1NaQBwcHDQurm5acrLy1larZays7PTAoCpqSnNyJGTk2MSHBwskUgkiuDgYMmVK1fuM4YuXbrE9/LykhvrTyKRKADg9OnTgsDAQKlSqZR3795dfOPGDW5LuniY93LixAmBn5+fTC6XK/z8/GQpKSk8wGB8TJ061VkikSgkEoliyZIlHQHghx9+EMrlcoVEIlEMHz7crba2lmLqWrRokV3zsdea5yo8PFydn5/PAwzjdt68eQ7+/v7SHTt2WLU2Bk6dOiXw8/OTSaVShZeXl7ysrIxVU1NDDRs2zE0ikSjkcrniyJEjQqDtMbZ27VprNzc3z8DAQOm5c+fMmXRG1p07d1qlp6cLxo8f30UmkymqqqqooKAgaUJCggAAtmzZIpJIJAqxWKyMjo52YsoLBAK/d955x0kqlSp8fHxkzO/Z7du3Of/5z3/cPT095Z6envJjx46ZMe0Z//4BQP/+/cu//vrr+7ykTwNi9BAIBAKB8LJz/q1OOBokfaLX+bc6tdVkXV0dlZ+fz5NKpU1fc9PS0szWrl2bn52dnZGXl8eLjY21ioqKKj127Jgls7xq9+7dNlOnTi05dOiQhb29vSY7OzvzypUrGUOHDq1k6rGwsNClpaVlTZs27c4777zTCQD69u1bdfnyZVVWVlbmsGHDShctWmTP5E9NTRX8+uuvV48cOXJ9/fr1tjNmzChWqVSZqampWZ07d264dOkS/+DBg6LExESVSqXKZLFY9ObNm60fV+2ZmZmC77///lpWVlbGjz/+aHX16lVuYWEhZ+nSpQ4JCQk5mZmZWa+88krNp59+agcA77333p309PSsK1euZNTW1rLi4uIsmbrKy8vZFy9ezP7vf/9bfPXqVdNu3brVtNV2v3791OfPnzfXarX49ttvRePHjy9tKV9NTQ2VlJRkNmjQoCb9JiYmmhsvb8vIyOANGTKk8vbt2yZubm6eY8eOdfnpp5/MAcDOzk7Xt2/fchcXF+9BgwZ1/vLLL0U6nQ4AMH36dJfIyMiSnJyczJEjR5ZER0ffN2ZeeeWVOo1GQ2VmZpoAQGxsrGjIkCFl9fX11Lvvvuvyww8/5GZkZGRNmDDh3rx585om3sa6eJj34OPjU/e///1PlZWVlfnJJ58UzJ8/3xkAVq1aZXvjxg1eRkZGZk5OTubkyZNLampqqGnTpnXev39/bk5OTqZWq8WKFStsmbpaGnutERcX10EsFtcy93w+X5+UlJQ9aNAgdUtjoK6ujhozZoz7F198cTM7Ozvz1KlT2ebm5vrly5d3BICcnJzMvXv3Xps6dapbTU0NBbQ8xm7cuMFdtmyZ47lz51SnT5/OycnJMW0u26RJk8o8PT1rYmM6rVZ+AADqKklEQVRjr6lUqkxzc/Omgzvz8vK4CxcudDp58mROZmZmRnJystk333zTAQBqa2tZwcHBVdnZ2ZnBwcFV69evtwWAadOmdYqJiSlOT0/POnz4cO706dPdmPqMf/8AoGvXrtXnzp0TPsy7e5I8H/5mAoFAIBAILxVFRUUcoVB4n7vEy8urWqFQNADAiBEjSk+fPm0+adKkspCQEPX+/fstvby86jQaDRUUFFTL5/P1H330Uafo6GinN954oyI8PLyKqWfChAmlADBlypTSBQsWdAKA69evmwwZMsT57t3/z959R0V1rQ0Df6bAFBiQJh0GmT4MowKDVEHUK7GLKF3sYIxBJdGrxiRqjF41MZgYvZb4IsaGiEoCUW9ULAmKhTYMCHEUaQoDzMDA9O8P7uFDBKOJpHj3by3Xck7Z7WzWOvs8Z+/z1EitVuOdnZ17oh4TJkxoxW7q/Pz8OrZv327/+PFj46ioqBaBQKDKy8ujlZaWUoVCIRcAoKurCz906NDfPREpMDBQbmVlpQMAYDAYXdXV1SSZTEaorq4mi0QiDgCARqPBeXl5tQMA5Obm0j777DO7rq4ufGtrK5HH43UCQBsAQHR0dL+Dlps3b1ISEhLcOjo68OvXr69duHBhCwAAkUg0iESi9v3791t2dXXhew8+AQBqampIHA6H9/DhQ1J4eHiLr69vz815f6+3AQCUlpaK8/LyaP/5z39oc+bMcV+/fv3jZcuWNR8/fvzhzZs3n+Tm5tLS0tLsLl68aHbq1Cnp3bt3TXJzc6sBAJKTk2Uff/yxU980p02bJsvIyLDcvHlzw+nTpy2OHz/+S3FxMen+/fuUMWPGsAAA9Ho92NjYaLBzBmqLgchkMsLs2bPdpFIpGYfDGTQaDQ4A4McffzRLSkp6ir0iZ2trq/vpp58oTk5OKk9PTxUAQGJiYvNXX301FACeAPTf9/pat26d09atW+0tLS01Bw4ckGLbExISWgAALl++bNJfHyguLiYPHTpUM3r0aCUAgKWlpR4A4MaNG6bvvPPOEwCAESNGdDk4OKhLSkrIAP33sSdPnhBHjRqlcHBw0AJ0R/0qKytfeq7OtWvXTHqfP3v2bNmVK1dM4+PjW42MjAxRUVFtAABeXl4dFy9eNAMAuH79utn9+/d7Blft7e2ElpYWPMCzf38A3VHCxsbGP/y9RDToQRAEQZA33aiDNX90liYmJnq1Wv3MGyU4HA76+71o0aKmTz75xI7FYnXFxcU1AQB4enqq7ty5Iz516pT52rVrHS9evCjfvn17PQAAHo/vnYYBAGDp0qUu7777bkNsbGxbTk4ObcOGDQ69y4L9PykpSRYUFNRx+vRp8/DwcNbu3bulBoMBFxkZ2fzVV1/Vvs42MDY27rnRIxAIBo1GgzMYDBAYGCjHnnpjlEolbuXKla4FBQViBoOhWbFihUNXV1dPRWk0Wk8dGAxG540bN6iTJ09WiESiTolEIk5ISHDp7Ox8pr1jY2Nl0dHRjPfee6+ub9mwOT0PHz40Gj16NPvIkSPmsbGxbS+qD5FIhEmTJikmTZqk8PT07Dx8+LDVsmXLmgEARCJRp0gk6ly0aJGMwWAIAED6Mm0UHx/fEhkZOSwqKqoFh8OBQCBQ3bx5k8JgMDrv3bsn6e+c3m3xMlatWuU4evRoxYULF6orKiqMx4wZwwYAMBgMPf0HYzAY+k/kv/rre31hc3oGKvdAfaCgoIDSX5ovKlN/fey/ZXthPV7kRfkRiUQD1gZEIhG0Wi0OO6ewsLC89+AG0/vvD6A7WkQmk1/pGr4O6PU2BEEQBEFeOxsbG51Op8Nhr+EAdL/eJpFIjHU6HWRmZloGBQUpAADGjBnTUV9fb3z69Gmr+fPnywC6X7Gh0Wj6JUuWyFJSUhrv3btHxdJJT0+3BAA4cOCAxYgRIzoAABQKBcHFxUUDAHDo0KEBX00Ti8XGXC5XtW7duifjx49vvXfvHmXChAnynJwci9raWiIAQGNjIwGbjD99+nT6pUuXqAOl96pCQkI6CgsLTbH5IAqFAl9cXExSKpV4AAA7OzttW1sb/ty5cwPOeXj//fcbVq9e7VRdXd3ztLyrq+u5u9x//OMf7cuWLaufN2/egJERV1dXzYYNGx5v27bN/kXlLioqImHznwAA7t69S3FyclK3tbXhc3Jyel5VKigooDg4OKgBAEaMGNGxf/9+C4DuOSLe3t7tfdPl8/kqPB4P69evd5g+fboMAMDT07NLJpMRsZXPVCoVrrCwsN9IRXp6+pC3337bsb99GLlcTnByclL/txw9K8uNHTtWvmfPHhuNpjuI1NjYSBg+fHhXbW2tMXZ90tPTrbB++t/fz/W9VzVQHxAKhV2NjY3GV65coQIAtLS04DUaDQQGBrZnZGRYAgAUFxeT6uvrjT09PbsGSj84OLjj559/pjU0NBBUKhXu9OnT/fYlU1NTXVtbG6G/8wsKCmj19fVE7PXIkJCQ565db4GBgXLsNTwAgBs3bjz3Sh1GLBaT2Gx250D7BwuK9CAIgiAIMiiCg4Pbzp8/bzpt2jQFAMDw4cPbV65c6SSRSCi+vr6K+Pj4VuzYadOmtRQXF1NtbGx0AAC3b9+m/POf/3TC4/FAJBINu3fv7llZSqVS4Tw9PTl6vR537NixXwAA1q5dWxcdHe1ua2ur9vb27nj06BEJ+nH48GHLkydPWhGJRIONjY3m008/rbO1tdWtW7euNiwsjKXX68HIyMiQlpb2iMViqcvLy6nOzs6a/tJavny56+rVq50BAOzt7dXHjx//1ZXbHBwctHv37pVGRUUNU6vVOACADz/8sNbT07MtNjb2KY/H4zs5OamFQuGAN9SzZ89ue/LkCTE8PJyp0+lwZmZmOg6H0zl16lR57+PweDxs2LDhV+e9xMXFtX7yyScOeXl5pgD/f04Ptn/VqlX1DAZDtWzZMhe5XE4gEAgGOp2u+r//+7+Her0etm3bZrt06VJXMpmsp1Kp+gMHDjwAAPj6668fzZkzh/7FF1/YWVlZadPT06X95T9jxgzZxo0bnbZu3VoLAEAmkw3Hjh2rXrZsmYtCoSDodDpccnJyo7e393M3+lVVVSQzMzNd3+1arbYnCrJq1aqGBQsWuKWlpdkFBQX1tNHy5cufVlZWkjgcDp9IJBrmzJnzdM2aNU/37NkjjYyMdNfpdCAUCpWpqak9K5711/de1Qv6gOrIkSPVy5Ytc+nq6sKTyWR9fn5+5fvvv/8kPj7elcVi8QgEAuzdu1eKLSjRH1dXV82qVavqRo0axbWxsdF4enoqdTrdc4PihISEpnfeecf1vffe0xcWFpb3Pn/9+vW1o0ePZhkMBlxYWFhbXFxc64vq9O9//7tmwYIFLiwWi6fT6XC+vr4Kf3//R/0d++OPP5pNmjTphVHFwYD7tTAegiAIgiB/P0VFRVKhUNj0Z5bh+vXrlG3bttllZ2c/yMnJoe3YscO2v7kiAAChoaGMlJSUxqlTpyr6249xdHQUFBYWltvb2w/6x39kMhk+NjaWnpubO6jLUCO/3dSpU92+/vrrGmz+CWbjxo1Da2trjffs2fP4zyob8rzOzk7cqFGj2IWFhZLBWG68qKjIWigU0vvbhyI9CIIgCIIMioCAgM5bt27JX7T8c1NTE8Hb25vL5XKVvzbg+aNZWlrq0YDnr+3MmTMP+m6bNWuWq0QioWRmZqJr9xdTVVVl/Mknn9T+Gd9XQpEeBEEQBHkD/RUiPQiCIH+kF0V60EIGCIIgCIIgCIK80dCgB0EQBEEQBEGQNxoa9CAIgiAIgiAI8kZDgx4EQRAEQRAEQd5oaNCDIAiCIMigaG9vx/n4+LBftHrb31VERAT9m2++eeajj1Kp1GjChAnD/oj8d+/ebclisXgMBoPPZrN5s2fPdm1qaiIAAIhEIra9vb1Ar///H70fO3asO5VKHQEAUFFRYUwmk0dyOByeu7s7f/r06XSVSoUDAMjJyaHRaLThHA6Hh/3Lzs6mAQCsWrXKjsFg8FksFo/D4fB+/PFHEwCAo0ePmnO5XB6bzea5u7vzt23bZv1cgXtZsWKFw/r1620HqWneOI6OjoL6+noiAMCIESM4AN3XcM+ePZbYMfn5+dTExETnwSxHWlqaVUJCggsAwObNm22++OKLAT8C/FeElqxGEARBEGRQ7Nq1y3rKlCktROJf43ZDo9HAYC6VS6fTNXl5eYO6TLJGo4EzZ86YffXVV7Y//PDDfTc3N41Wq4Uvv/zSqra2lmhtba0DAKDRaLoLFy6Y/uMf/2hvamoiPHny5JmKOzs7qyQSiVir1UJgYCDr4MGDFsnJyTIAAG9v7/a+31O6ePGiyQ8//DCkpKRETKFQDPX19USVSoVTqVS4d9991/Wnn34qd3d313R2duIqKyuNB7MNerfFH7308Z+RZ293796VAADcv3+fdPz4ccukpCQZAEBwcLAyODhY+UeV45133mkWiUScd999t/mPyvP3QpEeBEEQBEEGxYkTJ6xmzZrVCtAdQfD29maPGzfO3d3dnR8TE+Oi0+ng888/t54/f37PE+odO3ZYL1iwwEkul+NDQkIYbDabx2Qy+fv27bMA6H7qnZyc7CgQCLgCgYBbWlpKAgD49ttvzT09PTlcLpfn7+/PqqmpIQJ0RxWio6NdAwICmDNmzHArLCwkCwQCLofD4bFYLF5JSQkJoDtygm2PiYlx/S3RqYqKCmMmk8kH6H4qPn78ePegoCCmq6urR1JSkhN2XFZWltnw4cM5PB6PGx4ePqytrQ0PAJCammrv4eHBZTKZ/OjoaFcsUiMSidhLly519PHxYW/atMn2008/td+yZctjNzc3DQAAkUiElJSUZqFQqMLymDFjhuzIkSOWAAAZGRlDJk+e3NpfmYlEIowcObKjtrb2hXfytbW1RpaWlloKhWIAALC3t9fS6XRNa2srXqvV4mxtbbUAABQKxYCVo7Ky0tjPz4/FYrF4fn5+rPv37z8zGLpz5w5ZIBBwe7cfi8XiAQBcvXqV6uPjw+bz+dzAwEDmw4cPjfpri4HK2zsqAdD98ducnBwaAACVSh3xzjvvOLLZbJ5QKORgfSUiIoIeExPj4uXlxabT6R5Hjx41x9IKDw8fNmbMGEZQUBBLLpfjIyMj6R4eHlwul8vLyMgYAgCg1Wph0aJFTiwWi8disXiffPLJUACAM2fO0LhcLo/FYvEiIyPpnZ2dOIDuvrx8+XIHHo/HZbFYvLt375IBABoaGggBAQFMLpfLi4mJce39eRksWrd27VrHwsJCUw6Hw/v444+H5uTk0EJDQxkAAI2NjYSxY8e6s1gsnlAo5BQUFFAAuv8WIiMj6SKRiO3k5CTYtGnTUCzdgfr/F198YUWn0z18fHzYN27cMMWOp9FoeicnJ9WlS5eoL+o3fyVo0IMgCIIgb7qf5zlDnoj9Wv/9PO+Fr9J0dXXhampqSGw2W41tKykpMfniiy9qKioqyqRSKSk9Pd1i/vz5svPnz5tjr1dlZGRYL1q0qDkrK8vMzs5OU1FRIb5//37ZjBkz5Fg6ZmZmupKSkvLFixc/eeedd5wBAMaNG9d+7949SXl5uXjmzJmyDRs22GHHFxcXU3/44Yeqc+fOPdi1a5fNkiVLGiUSibi4uLjczc1NfefOHXJmZqZlYWGhRCKRiPF4vGHPnj2/+9UdsVhMzc7O/qW8vLzs7NmzFlVVVUb19fXEzZs32+fn51eKxeLykSNHKjdu3GgLAPDee+89KS0tLb9//35ZZ2cn/tixY+ZYWq2trYRbt25VfPzxx41VVVUUf3//Fz7VHz9+vOLnn3821Wq1cPLkScuEhARZf8cplUrc7du3TSZPntzTvtjNNPavrKyMNG3aNHldXZ0xnU73iIuLc/nuu+9MAQBsbW1148aNa3VxcfGcPHmy29dff22p0+kAACApKcklJiamubKyUjx79uzm5OTkZ/rMyJEjuzQaDU4sFhsDAKSnp1tOmzatRaVS4ZYtW+Zy5syZ6rKysvI5c+Y0paamOvbXFq98UQCgs7MT7+fn115RUSH28/Nr37Vrlw22r6amhnTz5s2Kc+fO3U9JSXFVKpU4AIA7d+6YHj169MHPP/9cuWbNGvvQ0FB5aWlp+dWrVyvWrVvnJJfL8Tt27LB5+PAhqaysTFxZWSlesGBBs1KpxC1evNjt+PHj1ZWVlWKtVgvbtm3ryc/a2lorFovL582b93TLli22AACrV6928PPzay8vLxdPmTKltb6+/rnI2SeffFLr7e3dLpFIxB9++OGT3vvef/99B6FQqKysrBRv3Lixds6cOW7YvqqqKvKVK1cqb926Vb59+3YHlUqFG6j/P3z40GjLli0ON27ckFy9erWysrKS0uf6dVy+fJn2W67BnwENehAEQRAEee0aGhqINBrtmXCJQCDo4PF4aiKRCLNmzZJdvXrV1MzMTB8QEKA4fvy4+d27d8kajQYnEok6R44c2Xn16lWz5ORkx7y8PFMrKysdls6cOXNkAAALFy6U3b171xQA4MGDB8ZBQUFMFovFS0tLs5NIJD03aBMmTGg1NTU1AAD4+fl17Nixw37t2rV29+/fNzY1NTXk5eXRSktLqUKhkMvhcHjXrl0z++WXX0i/tw0CAwPlVlZWOiqVamAwGF3V1dWky5cvm1RXV5NFIhGHw+Hwjh07ZvXo0SNjAIDc3Fyap6cnh8Vi8W7cuEErLS3tqUN0dHS/g5abN29SOBwOz9nZ2QOLhgEAEIlEg0gkat+/f79lV1cXvvfgE6D75p7D4fCsrKyGOzo6qn19fTuxfdjNNPaPz+erzM3N9aWlpeIvv/zyoY2NjXbOnDnuaWlpVgAAx48ff5iXl1fp7e3dkZaWZjdr1iw6AMDdu3dNFi1aJAMASE5Olt2+fdsU+pg2bZosIyPDEgDg9OnTFvHx8bLi4mLS/fv3KWPGjGFxOBzetm3b7Ovq6noiUQO1xcsyMjIyREVFtQEAeHl5dTx8+LBnUBERESEjEAggEAhUzs7Oqnv37pEBAIKCguS2trY6AIDLly+bff755/YcDocXGBjIVqlUuKqqKuMff/zRLCkp6Sn2+putra2uqKiI7OTkpPL09FQBACQmJjZfu3atZ6AQExPTAgAgEomUNTU1JACAn3/+mTZv3rxmAICoqKg2MzOznr7/Mm7evEmbP39+MwDAlClTFK2trcTm5mYCAMD48eNbKRSKwd7eXmtpaal5/PgxcaD+n5+fbzJq1CiFg4ODlkwmG2bMmPFMuw8dOlTb+7r81f01XrJFEARBEGTwjDpY80dnaWJioler1c88XMXhcNDf70WLFjV98skndiwWqysuLq4JAMDT01N1584d8alTp8zXrl3rePHiRfn27dvrAQDweHzvNAwAAEuXLnV59913G2JjY9tycnJoGzZscOhdFuz/SUlJsqCgoI7Tp0+bh4eHs3bv3i01GAy4yMjI5q+++qr2dbaBsbFxz3tJBALBoNFocAaDAQIDA+Xnzp170PtYpVKJW7lypWtBQYGYwWBoVqxY4dDV1dVTURqN1lMHBoPReePGDerkyZMVIpGoUyKRiBMSElw6Ozufae/Y2FhZdHQ047333qvrWzZsTs/Dhw+NRo8ezT5y5Ih5bGxs24vqQyQSYdKkSYpJkyYpPD09Ow8fPmy1bNmyZgAAkUjUKRKJOhctWiRjMBgCAJC+TBvFx8e3REZGDouKimrB4XAgEAhUN2/epDAYjM579+5J+jund1u8oKyG3gs5qFQqfO99WB8iEomg1Wp7OuZAfZRKpfYkZjAYIDMzs6r364TYdqw/9t72ImQy2YCVqXc5evfxV9Vfnli5SCRS7z4JWq0WN1D/P3z48JC+7dFbV1cXnkKh/Oq1+KtAkR4EQRAEQV47GxsbnU6nw2GvBwF0v94mkUiMdTodZGZmWgYFBSkAAMaMGdNRX19vfPr0aav58+fLALpXQqPRaPolS5bIUlJSGu/du9czdyA9Pd0SAODAgQMWI0aM6AAAUCgUBBcXFw0AwKFDhwZ8NU0sFhtzuVzVunXrnowfP7713r17lAkTJshzcnIsamtriQDdcyKwyfjTp0+nv855CyEhIR2FhYWm2FwkhUKBLy4uJimVSjwAgJ2dnbatrQ1/7tw5i4HSeP/99xtWr17tVF1d3fOUvaur67m703/84x/ty5Ytq583b96AkRFXV1fNhg0bHm/bts3+ReUuKioiYfOfAADu3r1LcXJyUre1teGxuTIAAAUFBRQHBwc1AMCIESM69u/fbwEAsHfvXktvb+/2vuny+XwVHo+H9evXO0yfPl0GAODp6dklk8mIFy9eNAEAUKlUuMLCQnJ/5UpPTx/y9ttvO/bd7u7uri4rK6PqdDqoqqoyKi4uNnlR/TBZWVkWOp0OysrKSDU1NSShUNjV95jQ0FD5jh07bLFB1fXr1ykAAGPHjpXv2bPHRqPRAEB3Pxo+fHhXbW2tMXa909PTrbB+P5BRo0YpDh48aAUAcOLECTO5XE7oe4y5ubmuvb39ue3Y+d98840VQPdcOgsLC62lpeWAg5OB+n9wcHDHzz//TGtoaCCoVCrc6dOnn+mTlZWVJA8Pj87+U/3rQZEeBEEQBEEGRXBwcNv58+dNp02bpgAAGD58ePvKlSudJBIJxdfXVxEfH9+KHTtt2rSW4uJiqo2NjQ4A4Pbt25R//vOfTng8HohEomH37t0PsWNVKhXO09OTo9frcceOHfsFAGDt2rV10dHR7ra2tmpvb++OR48e9ft62uHDhy1PnjxpRSQSDTY2NppPP/20ztbWVrdu3brasLAwll6vByMjI0NaWtojFoulLi8vpzo7O2v6S2v58uWuq1evdgYAsLe3Vx8/fvxXV25zcHDQ7t27VxoVFTVMrVbjAAA+/PDDWk9Pz7bY2NinPB6P7+TkpBYKhR0DpTF79uy2J0+eEMPDw5k6nQ5nZmam43A4nVOnTpX3Pg6Px8OGDRt+dd5LXFxc6yeffOKQl5dnCvD/5/Rg+1etWlXPYDBUy5Ytc5HL5QQCgWCg0+mq//u//3uo1+th27ZttkuXLnUlk8l6KpWqP3DgwAMAgK+//vrRnDlz6F988YWdlZWVNj09Xdpf/jNmzJBt3LjRaevWrbUA3dGPY8eOVS9btsxFoVAQdDodLjk5udHb2/u5AUhVVRWpv9e/xo0b1/7VV1+p2Gw2n81md/J4vJda2YzBYKhEIhG7ubnZaOfOnQ+pVOpzYZMtW7bULVq0yIXD4fAMBgPuvxP6q5YvX/60srKSxOFw+EQi0TBnzpyna9asebpnzx5pZGSku06nA6FQqExNTX36ojJs2bKlLiIiYhiPx+P6+fm129vbq/seIxKJOolEooHNZvNiYmKavLy8egYfW7durYuJiaGzWCwehULRHzp06EHf83vz8vLq6q//h4WFdaxatapu1KhRXBsbG42np6dSp9P1DK5v3bplumXLlvqXade/Atyvhd0QBEEQBPn7KSoqkgqFwqY/swzXr1+nbNu2zS47O/tBTk4ObceOHbZ9l0LGhIaGMlJSUhqnTp36wqfgjo6OgsLCwnJ7e/tB//iPTCbDx8bG0nNzcwd1GWrkt5s6darb119/XePg4PC7+0NERAR90qRJbXPnzm15HWV7k/X+2/6zy9JbUVGRtVAopPe3D73ehiAIgiDIoAgICOgMCQmRv2j556amJgKdTvcgk8n6Xxvw/NEsLS31aMDz13bmzJkHr2PAg7yaJ0+eGGGRub8LFOlBEARBkDfQXyHSgyAI8kdCkR4EQRAEQRAEQf5noUEPgiAIgiAIgiBvNDToQRAEQRAEQRDkjYYGPQiCIAiCIAiCvNHQoAdBEARBkEHR3t6O8/HxYb9o9ba/q4iICPo333zzzMcapVKp0YQJE4YNdt4rVqxwWL9+ve2vlYdKpY4AANDpdJCYmOjMZDL5LBaL5+HhwZVIJMYvysPR0VFQX1+Pvuf4EnJycmihoaEMAIAjR46Yr1mzxg4A4PDhw0Nu377d81HVlJQUh+zsbNpA6bwOIpGInZ+fTwUA8Pf3Zz19+rTfD5j+L0KdGUEQBEGQQbFr1y7rKVOmtBCJf43bDY1GA0ZGRoOWPp1O1+Tl5Q3qEtcaTb/fSX2h/fv3WzY0NBhJJJIyAoEA1dXVRmZmZvpBKN4z9Ho9GAwGIBD+2Pvuwb7OLxIbG9sGAG0AANnZ2UO0Wm2bl5dXFwDAzp076/7IskRHRzdv377dZuvWrQ1/ZL5/VSjSgyAIgiDIoDhx4oTVrFmzWgG6n4Z7e3uzx40b5+7u7s6PiYlx0el08Pnnn1vPnz/fGTtnx44d1gsWLHCSy+X4kJAQBpvN5jGZTP6+ffssALojEMnJyY4CgYArEAi4paWlJACAb7/91tzT05PD5XJ5/v7+rJqaGiJAd1QkOjraNSAggDljxgy3wsJCskAg4HI4HB6LxeKVlJSQAAB2795tiW2PiYlx/S3RqYqKCmMmk8kHAEhLS7MaP368e1BQENPV1dUjKSnJCTsuKyvLbPjw4Rwej8cNDw8f1tbWhgcASE1Ntffw8OAymUx+dHS0q17fPS4RiUTspUuXOvr4+LA3bdpk22/mL1BfX29ka2urwQYf7u7uGhsbGx0AwN69ey1ZLBaPyWTyk5OTHfuem5yc7LhlyxYb7PeKFSscPvzwQ1sAgA8++MDWw8ODy2KxeMuXL3fA2mDYsGH8uLg4Fz6fz6uurh4wotQ7KlFfX090dHQU/FrbUanUEQsXLnTi8XhcPz8/Vl1dHbG/Nrp69SrVx8eHzefzuYGBgcyHDx8aAQCUlpaS/P39WWw2m8fj8bhlZWUkvV4PixcvdsIiYVhfy8nJoYlEIvaECROGubm58adMmeKGXZPMzEwzNzc3vpeXFzszM3MIVr60tDSrhIQElwsXLphcvHhxyLp165w4HA6vrKyM1Dsad+bMGRqXy+WxWCxeZGQkvbOzEwfQ3b+XL1/uwOPxuCwWi3f37l0yAIBcLsdHRkbSPTw8uFwul5eRkTEEoDuaOmnSpGEsFos3ceLEYV1dXTisLFFRUa1ZWVlWL9dL3nx/jUcvCIIgCIIMnp/nOUNrKfW1pjnEQwmjDtYMtLurqwtXU1NDYrPZamxbSUmJyd27d0tZLJY6ODiYmZ6ebjF//nwZn8/nqVSqxyQSyZCRkWG9d+/eh1lZWWZ2dnaay5cvVwEANDc394QLzMzMdCUlJeVffvml1TvvvON86dKlqnHjxrVHRUVJ8Hg8fPbZZ9YbNmyw27dv32MAgOLiYmpBQYHE1NTUMGfOHOclS5Y0Jicny7q6unBarRbu3LlDzszMtCwsLJSQSCRDXFycy549e6yWLl3a/HuaSCwWU4uKisQUCkXPYDA8UlNTG01MTAybN2+2z8/PrzQzM9OvXbvWbuPGjbbbt2+vf++9955s3769HgBg2rRpbseOHTOPiYlpAwBobW0l3Lp1qwKge+DxKuWIj4+XBQcHczgcDi0oKEiemJjYHBAQ0CmVSo0++ugjx9u3b5fb2Nhog4KCWIcPHx4SHx/fip0bFxcnS0lJcVm9evVTAIAzZ85Y5OXl3c/KyjKrqqoiFxcXlxsMBhg7diwjNzfXdNiwYWqpVEret2+fNCMj49HrbDsGg6Hp7OzEjxw5Urlv377Hqamp9qtXr3ZIT09/1LuNVCoVbtSoUezvvvuuysHBQbtv3z6L1NRUx5MnT0pjYmLcUlNTGxISElqVSiVOp9Ph0tPTh5SUlFDKy8vL6uvriSKRiDt+/Ph2AIDy8nLKvXv3fqHT6RovLy/OhQsXTIOCgjqWLl1Kv3DhQgWfz1dNmjTpuVcax40b1zF27NjWSZMmtc2dO7el9z6lUolbvHix2/nz5ys8PT1V06dPp2/bts1m/fr1TwAArK2ttWKxuHzLli02W7ZssT1+/PjDNWvW2IeGhspPnjwpbWpqInh7e3OnTJki/+yzz2woFIq+srJSXFBQQAkICOBh+djY2OjUajWuoaGBYGdnp/ut1+JNgQY9CIIgCIK8dg0NDUQajfZMuEQgEHTweDw1AMCsWbNkV69eNZ07d25LQECA4vjx4+YCgaBLo9HgRCJRJ5lM1q9du9Y5OTnZcerUqW0TJkxox9KZM2eODABg4cKFsnXr1jkDADx48MB42rRpTk+fPjVSq9V4Z2dnFXb8hAkTWk1NTQ0AAH5+fh3bt2+3f/z4sXFUVFSLQCBQ5eXl0UpLS6lCoZALANDV1YUfOnTo756IFBgYKLeystIBADAYjK7q6mqSTCYjVFdXk0UiEQcAQKPR4Ly8vNoBAHJzc2mfffaZXVdXF761tZXI4/E64b+vSkVHR8telBcOhxtwm7u7u6aqqqr03LlztP/85z9mb731Fjs9Pb1aoVAQRo0apXBwcNACAMyePVt25coV096DnoCAgM7m5maiVCo1qq+vJ5qbm+uYTKZ627ZtQ/Pz8814PB4PAECpVOIlEgl52LBhant7e3VYWFjH6247BoOhwePxsGDBAhkAwLx585pnzJjBwM7B2qi4uJh0//59ypgxY1gA3a/Z2djYaFpaWvCNjY3GCQkJrQAAVCrVAACGq1ev0mbNmiUjEong7Oys9fX1bb927RrV3NxcLxAIOtzd3TUAAHw+X1ldXW1Mo9F0Tk5OKoFAoAIAiI2Nbd6/f78NvKSioiKyk5OTytPTUwUAkJiY2PzVV18NBYAnAAAxMTEtAAAikUh59uxZCwCAy5cvm/3www9D0tLS7AAAVCoVrqqqyvjatWumy5YtewIA4Ovr28lisZS987KystI+evTI2M7OrvMVL8EbBw16EARBEORN94KIzGAxMTHRq9XqZ16j73tjjv1etGhR0yeffGLHYrG64uLimgAAPD09VXfu3BGfOnXKfO3atY4XL16UY1EQPB7fOw0DAMDSpUtd3n333YbY2Ni2nJwc2oYNG3qiISYmJj3zV5KSkmRBQUEdp0+fNg8PD2ft3r1bajAYcJGRkc1fffVV7etsA2NjYwP2fwKBYNBoNDiDwQCBgYHyc+fOPeh9rFKpxK1cudK1oKBAzGAwNCtWrHDo6urqqSiNRnvhHBxLS0utTCbriYY1NjYShgwZ0jNwo1AohlmzZslnzZolt7W11WRlZQ0ZO3as4mXqMXny5JaMjAyLhoYGo4iICBkAgMFggJSUlPr33nuvqfexFRUVxlQq9aXmCxGJRINOp+upf+99/bVdf2n07lNYGxkMBhyDwei8d++epPexMpms32kdBoOhv80AAEAikXqXA7RaLa5vvq/qRfkBAJDJZANAd/tg+RkMBsjMzKwSCoWqvse/qCwqlQr3stfjTYfm9CAIgiAI8trZ2NjodDodrvfNbElJiYlEIjHW6XSQmZlpGRQUpAAAGDNmTEd9fb3x6dOnrebPny8D6F4JjUaj6ZcsWSJLSUlpvHfvXs/reenp6ZYAAAcOHLAYMWJEBwCAQqEguLi4aAAADh06NOA8BrFYbMzlclXr1q17Mn78+NZ79+5RJkyYIM/JybGora0lAnQPGCorK40BAKZPn06/dOnSa3s1MCQkpKOwsNAUm4ukUCjwxcXFJKVSiQcAsLOz07a1teHPnTtn8eKUnhUaGqo4deqUJTan4+uvv7b29/dXAABcu3aNKpVKjQC6V3IrKSmhuLq6qoODgzsKCgpo9fX1RK1WCydPnrQMCQlp75t2fHy87NSpU5Y5OTkWcXFxLQAA4eHh8sOHD1tj85EePHhghLVfXwO1obOzs+rmzZsmAABHjhx5qfrq9XrA5sUcOnTISiQSPTdw8/T07JLJZMSLFy+aAHTf+BcWFpItLS31dnZ26sOHDw8BAOjs7MQpFAr86NGjFZmZmZZarRbq6uqIN2/eNA0KChowUjV8+PCux48fG5eVlZEAAI4dO2bZ33GmpqY6uVz+3L328OHDu2pra42xPpCenm6F/S0MJDQ0VL5jxw5bbE7R9evXKQAAgYGB7RkZGZYAALdu3SJXVlb2tLNer4enT58asdns5wZK/4tQpAdBEARBkEERHBzcdv78edNp06YpAACGDx/evnLlSieJRELx9fVV9H6Natq0aS3FxcVUbIL97du3Kf/85z+d8Hg8EIlEw+7dux9ix6pUKpynpydHr9fjjh079gsAwNq1a+uio6PdbW1t1d7e3h2PHj0i9Vemw4cPW548edKKSCQabGxsNJ9++mmdra2tbt26dbVhYWEsvV4PRkZGhrS0tEcsFktdXl5OdXZ27nfJtOXLl7uuXr3aGQDA3t5effz48V9duc3BwUG7d+9eaVRU1DC1Wo0DAPjwww9rPT0922JjY5/yeDy+k5OTWigUvvD1sM8//9x+7969PYsaNDY2FhcWFlI9PT25eDweXF1dVd98881DgO5XDRcvXuyKRd6GDx/esXr16idUKtWwfv362tGjR7MMBgMuLCysLS4urrVvXt7e3l0dHR14W1tbtaurqwYAYMaMGfKysjKyj48PBwCASqXqjxw58oBIJD4XxhioDVevXt04e/bsYceOHbMKCgqS/1rbAQBQKBR9WVkZhc/n29FoNF1WVtZzbU4mkw3Hjh2rXrZsmYtCoSDodDpccnJyo7e3d1dGRsaDhQsXum7cuNHByMjIcPLkyer4+PjWGzdumHK5XD4OhzN8/PHHj11cXLTFxcX9loFKpRp27dr1cNKkSQxLS0utr69ve3l5OaXvcbGxsbLk5GT6nj17bDMzM6t7n79nzx5pZGSku06nA6FQqExNTX36onpv2bKlbtGiRS4cDodnMBhwTk5OqkuXLlWlpqY+iYqKcmOxWDw+n68UCAQ9/ebatWvUESNGdPxZK9n91eB+LcSGIAiCIMjfT1FRkVQoFDb9+pGD5/r165Rt27bZZWdnP8jJyaHt2LHD9tKlS1X9HRsaGspISUlpnDp16gufeDs6OgoKCwvL7e3tB/3jPzKZDB8bG0vPzc0d1GWo32Svuw2pVOoIpVJ593Wk9aabO3eu87Rp01p/7W/qTVJUVGQtFArp/e1Dr7chCIIgCDIoAgICOkNCQuQvWv65qamJQKfTPchksv6vdnNmaWmpRwOe3we14Z/Hw8Oj86/2N/VnQpEeBEEQBHkD/RUiPQiCIH8kFOlBEARBEARBEOR/Fhr0IAiCIAiCIAjyRkODHgRBEARBEARB3mho0IMgCIIgCIIgyBsNDXoQBEEQBBkU7e3tOB8fH/aLVm/7u4qIiKBjH8nESKVSowkTJgwb7LxXrFjhMHToUE8Oh8NjMpn8I0eOmGP7vvzySysmk8lnMBh8d3d3/vr163u+5fPRRx/Zurm58VksFo/NZvMWLFjgpFKpcAAAO3futGKxWDwWi8VjMpn8jIyMIS8qQ3/1f93S0tKsEhISXF5nmlQqdUR/21NSUhyys7NpAAAikYhNp9M92Gw2b+TIkZyioqJ+v/n0R1qxYoUDdi17l3XDhg1DFQpFz/386NGjGU1NTYTBLMvRo0fNly9f7jCYeQwGNOhBEARBEGRQ7Nq1y3rKlCktROJf41voGk2/3xh9beh0uiYvL29Ql2fG6pCUlNQokUjEx48fr166dCldp9PBiRMnzHbv3j30woULlVVVVWUlJSVic3NzHQDAv/71L5v//Oc/Zrdu3ZJUVlaKi4qKyocOHart6OjAVVdXG+3YscP+p59+qqisrBQXFhaWe3t7KwezHpi/yoB4586dddhHdAEA0tPTf6moqBDHxMQ0LV++3Lnv8X9muXuXde/evbbt7e099/NXrlypsra21g1W3hqNBmbPnt2Wl5c3pPdg6+/gb1VYBEEQBEH+Pk6cOGE1a9asVgCAnJwcmre3N3vcuHHu7u7u/JiYGBedTgeff/659fz583tuKnfs2GG9YMECJ7lcjg8JCWGw2Wwek8nk79u3zwKg++OkycnJjgKBgCsQCLilpaUkAIBvv/3W3NPTk8Plcnn+/v6smpoaIkD3E/Lo6GjXgIAA5owZM9wKCwvJAoGAy+FweCwWi1dSUkICANi9e7cltj0mJsb1t9zUVlRUGDOZTD5Ad5Ri/Pjx7kFBQUxXV1ePpKQkJ+y4rKwss+HDh3N4PB43PDx8WFtbGx4AIDU11d7Dw4PLZDL50dHRrnq9HgC6Iw9Lly519PHxYW/atMm2d54jR47sIhAI0NDQQPzXv/5lv2XLlsd0Ol0DAEClUg0rV65sAgD47LPP7Pft2/cQuyEmk8mGzZs3N1haWurr6+uNTExM9NgAydzcXM/hcNQAADdu3KAIhUIOi8XijRs3zv3p06fPRBFOnDhh9tZbb/VEt3JycmhjxoxhvKiejo6OgtTUVHsvLy/2wYMHXypaNND1bWtrw8+cOZOORakOHTo0BABg7969lljUKjk52bF3WgsXLnTi8XhcPz8/Vl1dHRFg4MhVWFhY+8OHD0n/bc8RKSkpDp6enpz//Oc/pgP1mczMTDMej8dls9k8Pz8/FgBAY2MjYezYse4sFosnFAo5BQUFFIDu/hkZGUkXiURsJycnwaZNm4Ziea9atcqOTqd7+Pv7s+7fv98TbcLKumnTpqFPnjwxGj16NMvX15eFtW19fT0RoDuyx2Qy+Uwmk79hw4ahAN19dNiwYfyoqChXBoPBDwgIYLa3t+MAAMrKykhBQUFMPp/P9fLyYt+9e5eM5bdgwQInX19f1pIlS5zweDz4+/srjh8/3hNh/DtAgx4EQRAEedP9PM8Z8kTs1/rv53nPPf3uraurC1dTU0Nis9lqbFtJSYnJF198UVNRUVEmlUpJ6enpFvPnz5edP3/eHHvNKiMjw3rRokXNWVlZZnZ2dpqKigrx/fv3y2bMmCHH0jEzM9OVlJSUL168+Mk777zjDAAwbty49nv37knKy8vFM2fOlG3YsMEOO764uJj6ww8/VJ07d+7Brl27bJYsWdIokUjExcXF5W5ubuo7d+6QMzMzLQsLCyUSiUSMx+MNe/bssfq9zS4Wi6nZ2dm/lJeXl509e9aiqqrKqL6+nrh582b7/Pz8SrFYXD5y5Ejlxo0bbQEA3nvvvSelpaXl9+/fL+vs7MQfO3as56aytbWVcOvWrYqPP/64sXceP/74owkejzfY29tr79+/TwkICHguQtPS0oJXKpV4bCDT16hRo5TW1tYaZ2dnwcyZM+nffvttT76JiYlumzdvflxZWSnm8/mdq1ateua1punTp8vv3r1rIpfL8QAAR48etZg5c6bsRfUEACCTyfrbt29XLFq0qOVl2nKg67t69Wp7MzMzXWVlpbiyslI8ceJEhVQqNfroo48cL1++XCkWi8vu3r1rcvjw4SEAAJ2dnfiRI0cqxWJxeUBAgGL16tUvfE0rKyvLnMPhdGLnenh4dBYXF0tsbGy0/fWZuro64tKlS+lZWVnVFRUV4uzs7GoAgPfff99BKBQqKysrxRs3bqydM2eOG5ZHVVUV+cqVK5W3bt0q3759u4NKpcJdvXqVevr0acuSkhJxTk5OVVFRkUnfsq1bt+7J0KFDNVeuXKksKCio7L3v6tWr1G+//dbq9u3b5YWFheXp6ek2169fpwAAPHr0iLxs2bInVVVVZebm5rr09HQLAIAFCxa47t69+1FZWVn5tm3bHicnJ/e8WlhdXU2+fv165b59+x4DAHh7e3dcvXrV9GWu3V/FXyPejCAIgiDIG6WhoYFIo9GeCZcIBIIOHo+nBgCYNWuW7OrVq6Zz585tCQgIUBw/ftxcIBB0aTQanEgk6iSTyfq1a9c6JycnO06dOrVtwoQJ7Vg6c+bMkQEALFy4ULZu3TpnAIAHDx4YT5s2zenp06dGarUa7+zsrMKOnzBhQqupqakBAMDPz69j+/bt9o8fPzaOiopqEQgEqry8PFppaSlVKBRyAQC6urrwQ4cO/d3vLwUGBsqtrKx0AAAMBqOrurqaJJPJCNXV1WSRSMQBANBoNDgvL692AIDc3FzaZ599ZtfV1YVvbW0l8ni8TgBoAwCIjo6W9U57z549tidOnLAyMTHRpaen/4LHD/wc22AwAA6H6/l96tQps7Vr1zopFArCoUOHfhk3blxHfn7+/StXrlDPnz9vtnr1aufCwkKTtWvXNioUCsLEiRPb/9vezZGRkc/MWTIyMoKQkBD5sWPHzOfOndvy448/mn/55ZeP8/LyaAPVEwAgISHhpQY7mIGub35+vtmxY8d6Xim0sbHR/fDDD7RRo0YpHBwctAAAs2fPll25csU0Pj6+FY/Hw4IFC2QAAPPmzWueMWMGo7/8EhIShpHJZL2Tk5Nqz549jwAACAQCJCYmtgAADNRnLl++bCISiRTYANPW1lYHAHDz5k3aqVOnqgAApkyZoli0aBGxubmZAAAwfvz4VgqFYqBQKFpLS0vN48ePiZcuXTJ96623Wmk0mh475lXa6/Lly6ZvvfVWq5mZmR4AYOLEiS2XLl2iRUZGtjo6Oqr8/f07AQBGjBihlEqlpLa2Nvzdu3dNIyMj3bE01Gp1T6eZMWPGM6+p2tnZaRsaGoxfpUx/NjToQRAEQZA33aiDNX90liYmJnq1Wv3MnXjvG+/evxctWtT0ySef2LFYrK64uLgmAABPT0/VnTt3xKdOnTJfu3at48WLF+Xbt2+vBwDofYOPw+EMAABLly51effddxtiY2PbcnJyaBs2bOh5gm9iYqLH/p+UlCQLCgrqOH36tHl4eDhr9+7dUoPBgIuMjGz+6quval9nGxgbGxuw/xMIBINGo8EZDAYIDAyUnzt37kHvY5VKJW7lypWuBQUFYgaDoVmxYoVDV1dXT0Wxm99e9WjcsGHDM1EfBoPRef36deqUKVMUvbdbWlrqKRSKXiKRGHM4HHVERIQ8IiJCHBoaylCpVHiA7jYNDQ1VhoaGKsPDw+ULFiygr1279pn0BxIVFSX76quvhlpbW+s8PT2VFhYW+oHqOVB9fs1A17fvgA7b9rL6notJT0//JTg4+JmombGxsR678R+ozxw5csS8vzT7KxPWd0kkUu9+AlqtFveisr2MF7VB337Z2dmJ1+l0QKPRtBKJRNzfOaamps9cr87OThyZTH6la/hnQ6+3IQiCIAjy2tnY2Oh0Oh1OqVT23LmVlJSYSCQSY51OB5mZmZZBQUEKAIAxY8Z01NfXG58+fdpq/vz5MoDuldBoNJp+yZIlspSUlMZ79+5RsXTS09MtAQAOHDhgMWLEiA4AAIVCQXBxcdEAABw6dGjAV9PEYrExl8tVrVu37sn48eNb7927R5kwYYI8JyfHora2lgjQPf+isrLSGABg+vTp9EuXLlEHSu9VhYSEdBQWFppic5EUCgW+uLiYpFQq8QDdT9Db2trw586de+WV0d5///2GNWvWOD169IgI0H1jis0RSUlJqV+4cKErtrKXXq8HbMAjlUqNrl271lPHwsJCqqOjo9rKykpnZmamy8vLMwUAOHDggJWfn19733wnTpyoKCsro+7bt886MjJS9qJ69lfuzZs322zevNnmRXUb6PqGhITIP/vss555ME+fPiUEBwd3FBQU0Orr64larRZOnjxpGRIS0o7VG5u7c+jQISuRSKTom9fLGKjPhIaGdhQUFNAkEokxth0AYNSoUYpvvvnGCqB73pOFhYXW0tJywEHDmDFj2r/77rsh7e3tuJaWFvyFCxeG9HeciYmJDpsr1ff877//fohCocDL5XL8999/bxEaGjpgXS0tLfVOTk5qbI6VXq+Hn376iTLQ8RUVFWQ+n9850P6/IhTpQRAEQRBkUAQHB7edP3/eFFtpavjw4e0rV650kkgkFF9fX0V8fHwrduy0adNaiouLqTY2NjoAgNu3b1P++c9/OuHxeCASiYbdu3c/xI5VqVQ4T09Pjl6vx2GvNq1du7YuOjra3dbWVu3t7d3x6NGjfm+wDx8+bHny5EkrIpFosLGx0Xz66ad1tra2unXr1tWGhYWx9Ho9GBkZGdLS0h6xWCx1eXk51dnZud9l35YvX+66evVqZwAAe3t79fHjx3915TYHBwft3r17pVFRUcOw14c+/PDDWk9Pz7bY2NinPB6P7+TkpBYKhR0v3dD/NXv27LaGhgZiWFgYG4uAxMbGNgEAvP/++0+VSiXe29uba2xsrDcxMdGLRKJ2Pz8/ZXNzMyE1NdWpsbHRiEQiGSwtLTX79u17BADwzTffPEhOTnZdtmwZ3sXFRXX06FFp33yJRCKEhYW1ZWZmWp04cUL6K/VU9T1fIpFQAgICnhtMabVaHIlE0gMMfH0//fTT+rlz57owmUw+Ho83rFmzpm7OnDmt69evrx09ejTLYDDgwsLC2uLi4loBACgUir6srIzC5/PtaDSaLisr6zettufl5dXVX58JCwvrSEtLk06fPp2h1+vByspKc+PGjftbt26ti4mJobNYLB6FQtEfOnSo3wgYJjAwUDl9+nSZh4cH39HRUSUSiZ5rHwCAOXPmNIWHhzOHDh2q6T2vJzAwUBkTE9M8cuRILgBAfHz804CAgM6KiooBX0k7evToLwsXLnTdunWrvVarxU2fPl3m5+fX78AmPz+ftnXr1tcaGR1suFcJASIIgiAI8vdQVFQkFQqFTX9mGa5fv07Ztm2bXXZ29oOcnBzajh07bC9dulTV37GhoaGMlJSUxqlTp77wybujo6OgsLCw3N7eftDXDJbJZPjY2Fh6bm7uoC5D/b8uNDSUkZubW00mk5+5KZ0/f74zk8nsWr169dM/q2zI82pqaoizZs0a9tNPP1X++tF/rKKiImuhUEjvbx96vQ1BEARBkEEREBDQGRISIn/R8s9NTU0EOp3uQSaT9b824PmjWVpa6tGAZ/BdunSpqu+AJzg4mCkWiykLFy6UDXQe8uf45ZdfjHfs2PGHzxP8vVCkB0EQBEHeQH+FSA+CIMgfCUV6EARBEARBEAT5n4UGPQiCIAiCIAiCvNHQoAdBEARBEARBkDcaGvQgCIIgCIIgCPJGQ4MeBEEQBEEGRXt7O87Hx4f9otXb/q4iIiLo2EcuMVKp1GjChAnDBjvvFStWOAwdOtSTw+HwmEwm/8iRI+bYvi+//NKKyWTyGQwG393dnb9+/XpbbN9HH31k6+bmxmexWDw2m81bsGCBk0qlwgEA7Ny504rFYvFYLBaPyWTyMzIyhryoDP3VHxkYlUodAfBsH7lx4wbl+PHjPdfuyJEj5mvWrLEbzHKsWLHCAesTixYtcjp79ixtMPP7K0GDHgRBEARBBsWuXbusp0yZ0kIk/jW+ha7R9PuN0deGTqdr8vLyBnWJa6wOSUlJjRKJRHz8+PHqpUuX0nU6HZw4ccJs9+7dQy9cuFBZVVVVVlJSIjY3N9cBAPzrX/+y+c9//mN269YtSWVlpbioqKh86NCh2o6ODlx1dbXRjh077H/66aeKyspKcWFhYbm3t7dyMOuB+TMGxIPdD16kdx8pLCykfvfddz2DntjY2LbNmzc3/FFlSU1NfbJ169ZBHWT9laBBD4IgCIIgg+LEiRNWs2bNagUAyMnJoXl7e7PHjRvn7u7uzo+JiXHR6XTw+eefW8+fP98ZO2fHjh3WCxYscJLL5fiQkBAGm83mMZlM/r59+ywAuj9Ompyc7CgQCLgCgYBbWlpKAgD49ttvzT09PTlcLpfn7+/PqqmpIQJ0P9mOjo52DQgIYM6YMcOtsLCQLBAIuBwOh8disXglJSUkAIDdu3dbYttjYmJcf8vNeEVFhTGTyeQDAKSlpVmNHz/ePSgoiOnq6uqRlJTkhB2XlZVlNnz4cA6Px+OGh4cPa2trwwMApKam2nt4eHCZTCY/OjraVa/XAwCASCRiL1261NHHx4e9adMm2955jhw5sotAIEBDQwPxX//6l/2WLVse0+l0DQAAlUo1rFy5sgkA4LPPPrPft2/fQ2trax0AAJlMNmzevLnB0tJSX19fb2RiYqLHBkjm5uZ6DoejBuiORgiFQg6LxeKNGzfO/enTp4Q+19jsrbfe6olu5eTk0MaMGcN4UT0dHR0Fqamp9l5eXuyDBw8OGC3qHZUAAGAymfyKigrjiooK42HDhvGjoqJcGQwGPyAggNne3o7D2mrevHnOI0aM4DCZTP6lS5eoWFq9+0FdXR3xH//4h7uHhwfXw8ODe/78eRMAgLa2NvzMmTPpWNTr0KFDQwAA9u7da4lFwZKTkx2xMlGp1BHvvPOOI5vN5gmFQg7W7yQSifHw4cM5Hh4e3Hfffdehbx/p6urCffrppw7nzp2z4HA4vH379lmkpaVZJSQkuAAAVFZWGvv5+bFYLBbPz8+Pdf/+fWOA7ghbYmKi84gRIzhOTk6C3tG2Dz74wNbDw4PLYrF4y5cv78lz1apVdnQ63cPf3591//59EradxWKpW1tbiY8ePfprPJUYZGjQgyAIgiBvup/nOUOeiP1a//08z/lFWXZ1deFqampIbDZbjW0rKSkx+eKLL2oqKirKpFIpKT093WL+/Pmy8+fPm2OvWWVkZFgvWrSoOSsry8zOzk5TUVEhvn//ftmMGTPkWDpmZma6kpKS8sWLFz955513nAEAxo0b137v3j1JeXm5eObMmbINGzb0PMEuLi6m/vDDD1Xnzp17sGvXLpslS5Y0SiQScXFxcbmbm5v6zp075MzMTMvCwkKJRCIR4/F4w549e6x+b7OLxWJqdnb2L+Xl5WVnz561qKqqMqqvrydu3rzZPj8/v1IsFpePHDlSuXHjRlsAgPfee+9JaWlp+f3798s6Ozvxx44d64kCtLa2Em7dulXx8ccfN/bO48cffzTB4/EGe3t77f379ykBAQHPRWhaWlrwSqUSjw1k+ho1apTS2tpa4+zsLJg5cyb922+/7ck3MTHRbfPmzY8rKyvFfD6/c9WqVQ69z50+fbr87t27JnK5HA8AcPToUYuZM2fKXlRPAAAymay/fft2xaJFi1p+S9s+evSIvGzZsidVVVVl5ubmuvT09J6bf6VSib97964kLS3t4aJFi9yw7b37weLFi51XrFjRWFpaWn769OnqpKQkOgDA6tWr7c3MzHSVlZXiyspK8cSJExVSqdToo48+crx8+XKlWCwuu3v3rsnhw4eHAAB0dnbi/fz82isqKsR+fn7tu3btsgEAWLJkicuCBQuelpaWltvZ2T0XWiKTyYZ//vOfdZMnT26RSCTihQsXPtMOSUlJLjExMc2VlZXi2bNnNycnJ/f8vTU2NhoVFhZKzpw5c//DDz90BOgeYFZVVZGLi4vLy8vLxffu3aPm5uaaXr16lXr69GnLkpIScU5OTlVRUZFJ73wEAoHyxx9/NP0t1+Dv5n9iZIcgCIIgyB+roaGBSKPRngmXCASCDh6PpwYAmDVrluzq1aumc+fObQkICFAcP37cXCAQdGk0GpxIJOokk8n6tWvXOicnJztOnTq1bcKECe1YOnPmzJEBACxcuFC2bt06ZwCABw8eGE+bNs3p6dOnRmq1Gu/s7KzCjp8wYUKrqampAQDAz8+vY/v27faPHz82joqKahEIBKq8vDxaaWkpVSgUcgEAurq68EOHDv3d710FBgbKraysdAAADAajq7q6miSTyQjV1dVkkUjEAQDQaDQ4Ly+vdgCA3Nxc2meffWbX1dWFb21tJfJ4vE4AaAMAiI6OlvVOe8+ePbYnTpywMjEx0aWnp/+Cxw/8HNtgMAAOh+v5ferUKbO1a9c6KRQKwqFDh34ZN25cR35+/v0rV65Qz58/b7Z69WrnwsJCk7Vr1zYqFArCxIkT2//b3s2RkZHPzFkyMjKCkJAQ+bFjx8znzp3b8uOPP5p/+eWXj/Py8mgD1RMAICEh4TcNdjCOjo4qf3//TgCAESNGKKVSaU8EIyYmRgYAEB4e3t7e3o5vamoiADzbD65fv252//59CnZOe3s7oaWlBZ+fn2927NixnlcUbWxsdD/88ANt1KhRCgcHBy0AwOzZs2VXrlwxjY+PbzUyMjJERUW1AQB4eXl1XLx40QwA4M6dO6a5ubnVAACLFy9u3rhxY0+k72XcvXvXBDs/OTlZ9vHHH/ecP2XKlFYCgQBeXl5dzc3NRgAAeXl5Zvn5+WY8Ho8H0D3wk0gkZIVCgX/rrbdaaTSaHgBg/Pjxrb3zsbGx0dbW1hq/Stn+rtCgB0EQBEHedKMO1vzRWZqYmOjVavUzd+K9b7x7/160aFHTJ598Ysdisbri4uKaAAA8PT1Vd+7cEZ86dcp87dq1jhcvXpRv3769HgCg9w0+DoczAAAsXbrU5d13322IjY1ty8nJoW3YsKEnImFiYqLH/p+UlCQLCgrqOH36tHl4eDhr9+7dUoPBgIuMjGz+6quval9nGxgbGxuw/xMIBINGo8EZDAYIDAyUnzt37kHvY5VKJW7lypWuBQUFYgaDoVmxYoVDV1dXT0Wxm9Ze9WjcsGHDM1EfBoPRef36deqUKVMUvbdbWlrqKRSKXiKRGHM4HHVERIQ8IiJCHBoaylCpVHiA7jYNDQ1VhoaGKsPDw+ULFiygr1279pn0BxIVFSX76quvhlpbW+s8PT2VFhYW+oHqOVB9+kMkEg3YK34AAFg0EOD5tu3s7Oxpq4H6We9+YDAYoLCwsBwbBPXe3vd8g+GZQ54rI9YfiUQiaLXanpPxePzAJ/4OZDK5J12sbAaDAVJSUurfe++9pt7HbtiwYWjf+vTW1dWFo1Aov3ot3gTo9TYEQRAEQV47GxsbnU6nwymVyp47rpKSEhOJRGKs0+kgMzPTMigoSAEAMGbMmI76+nrj06dPW82fP18G0L3KFY1G0y9ZskSWkpLSeO/ePSqWTnp6uiUAwIEDByxGjBjRAQCgUCgILi4uGgCAQ4cODfhqmlgsNuZyuap169Y9GT9+fOu9e/coEyZMkOfk5FjU1tYSAQAaGxsJlZWVxgAA06dPp2PzQl6HkJCQjsLCQlNsLpJCocAXFxeTlEolHgDAzs5O29bWhj937twrr4z2/vvvN6xZs8YJm6PR2dmJ27Rp01AAgJSUlPqFCxe6YlEPvV4P2IBHKpUaXbt2raeOhYWFVEdHR7WVlZXOzMxMl5eXZwoAcODAASs/P7/2vvlOnDhRUVZWRt23b591ZGSk7EX17K/cmzdvttm8ebNN3+10Ol117949EwCAa9euUWtra/s9v6+jR49aAAD88MMPpjQaTYdF23oLDAyUb926dSj2+8aNG5T/llv+2Wef9Wx/+vQpITg4uKOgoIBWX19P1Gq1cPLkScuQkJDn2qG3kSNHtu/bt88SAGDfvn399kczMzNde3t7v/fiI0aM6Ni/f78FQPd8Im9v7xfmFx4eLj98+LA1Nm/qwYMHRrW1tcQxY8a0f/fdd0Pa29txLS0t+AsXLgzpfV51dTVZKBR2vijtNwWK9CAIgiAIMiiCg4Pbzp8/bzpt2jQFAMDw4cPbV65c6SSRSCi+vr6K+Pj4VuzYadOmtRQXF1NtbGx0AAC3b9+m/POf/3TC4/FAJBINu3fvfogdq1KpcJ6enhy9Xo/DXkVau3ZtXXR0tLutra3a29u749GjR/3eIB8+fNjy5MmTVkQi0WBjY6P59NNP62xtbXXr1q2rDQsLY+n1ejAyMjKkpaU9YrFY6vLycqqzs3O/y30tX77cdfXq1c4AAPb29urjx4//6sptDg4O2r1790qjoqKGqdVqHADAhx9+WOvp6dkWGxv7lMfj8Z2cnNRCobDjpRv6v2bPnt3W0NBADAsLY2MRi9jY2CYAgPfff/+pUqnEe3t7c42NjfUmJiZ6kUjU7ufnp2xubiakpqY6NTY2GpFIJIOlpaVm3759jwAAvvnmmwfJycmuy5Ytw7u4uKiOHj0q7ZsvkUiEsLCwtszMTKsTJ05If6Weqr7nSyQSSkBAwHM39QkJCS1Hjhyx4nA4vOHDh3e4urp2vUw7WFhY6EaMGMFpb28n/Pvf/+430vTvf/+7ZsGCBS4sFoun0+lwvr6+Cn9//0effvpp/dy5c12YTCYfj8cb1qxZUzdnzpzW9evX144ePZplMBhwYWFhbXFxca0vKsPu3bsfRUVFDdu9e7ftlClT+n2VLzw8XLF9+3Z7DofDW7lyZX3vfV9//fWjOXPm0L/44gs7KysrbXp6uvRF+c2YMUNeVlZG9vHx4QAAUKlU/ZEjRx4EBgYqp0+fLvPw8OA7OjqqRCJRTzurVCqcVColBQcHv3Jf+zvCvShkhyAIgiDI31NRUZFUKBQ2/fqRg+f69euUbdu22WVnZz/Iycmh7dixw/bSpUtV/R0bGhrKSElJaZw6daqiv/0YR0dHQWFhYbm9vf2gr3Usk8nwsbGx9Nzc3EFdhvp/XWhoKCM3N7e692tbv5VIJGJv3769Jjg4+A9ZcvvvLD09fcjt27epX3zxRd2fXZbXpaioyFooFNL724deb0MQBEEQZFAEBAR0hoSEyF+0/HNTUxOBTqd7kMlk/a8NeP5olpaWejTgGXyXLl2qeh0DHuTVaLVa3AcffPBS87beBCjSgyAIgiBvoL9CpAdBEOSPhCI9CIIgCIIgCIL8z0KDHgRBEARBEARB3mho0IMgCIIgCIIgyBsNDXoQBEEQBEEQBHmjoUEPgiAIgiCDor29Hefj48N+0ept/Tly5Ij5mjVr7F5nWSoqKoyZTCa/7/aUlBSH7Oxs2uvMqz+PHj0iTpo0aZizs7OHu7s7f/To0QzsY50lJSWk0NBQhrOzswefz+f6+vqycnNzTQEAampqiKGhoQw2m83DzgMA0Ol0kJiY6MxkMvksFovn4eHBlUgkxi8qg6Ojo6C+vn5Qv9EYERFB/+abbywAupePzs/Pf+bDrn3LkJOTQwsNDWUAAKSlpVlZWFgIORwOz93dnb9jxw7rwSzry+jdb/Lz86mJiYnOAN3lvnDhggl23L/+9S+bL7/8csCP4r4OXV1dOG9vb7ZG0+9no5BfgT5OiiAIgiDIoNi1a5f1lClTWojEV7vdiI2NbQOAtsEp1bN27tw5qN8o0Wq1gMfjYcqUKYyYmJjmnJycXwAAbty4QamrqzNiMBjqyZMnMz/55JOa/9Ybbt26Rf7pp59MwsPD21etWuU4ZswY+QcffPAEAKCgoIACALB//37LhoYGI4lEUkYgEKC6utrIzMxMP5h1AQDQ6/VgMBiAQCAMSvqTJ09uSU9Pf1RbW0v08PDgz5o1q9XZ2bln1KzRaMDIyGhQ8v41wcHBSuz7Pz/++CPN1NRUN27cuA6A7o+/DmbeWq0WyGSyYfTo0fL9+/dbJicnywYzvzcRivQgCIIgCDIoTpw4YTVr1qxWAICHDx8aeXt7szkcDo/JZPLz8vJMAQAyMzPNeDwel81m8/z8/FgA3U/8ExISXAC6IwcxMTEuXl5ebDqd7nH06FFzAAAvLy/2jRs3KFheI0eO5GADglfROzLh6OgoWL58uQOPx+OyWCze3bt3yQAAcrkcHxkZSffw8OByuVxeRkbGEIDuKICXlxebx+NxeTweF3vyn5OTQ/P19WVNnjzZjc1m83NycmhEItHQ+8bY39+/c8KECe179+61GjlyZDs24AEA8PHx6Vq2bFkzAEBDQ4ORs7OzGtvn6+vbCQBQX19vZGtrq8EGH+7u7hobGxsdAMDevXstWSwWj8lk8pOTkx371jk5Odlxy5YtNtjvFStWOHz44Ye2AAAffPCBrYeHB5fFYvGWL1/ugNVz2LBh/Li4OBc+n8+rrq5+YUTpdXB0dNS6uLioqqqqjCMiIugLFixw8vX1ZS1ZssSprKyMFBQUxOTz+VwvLy82dp1qamqI48aNc2ez2Tw2m83DrsdHH31ky2Qy+Uwmk79hw4ahvesUFRXlymAw+AEBAcz29nYcAMDVq1epbDabN3z4cM5nn302FCsTFpWqqKgwTk9Pt9mzZ48th8Ph5eXlma5YscJh/fr1tgDdA1qhUMhhsVi8cePGuT99+pQA0B35Sk5OdhQIBFw6ne6B/Q1otVpYvHixE9bu27Zts8by692PAABmzpzZeuzYMcvBbv83EYr0IAiCIMgbbt6Zec6lT0qpv37ky/MY6qE8OPVgzUD7u7q6cDU1NSQ2m60GADh48KBlWFhY29atWxu0Wi0oFAp8XV0dcenSpfTLly9LOByOurGxsd/wQU1NDenmzZsVYrGYNHbsWPbUqVNLEhMTm/bv32/t7+9fU1xcTFKr1ThsQPB7WFtba8VicfmWLVtstmzZYnv8+PGHa9assQ8NDZWfPHlS2tTURPD29uZOmTJF7uDgoL169WollUo1lJSUkKKjo4eVlpaWAwAUFxeb3L17t4zD4ag3bdo0VCgUKvvLr6ysjDxixIh+9wEAvP32208SExOHff3118qQkBB5cnJyM51O18THx8uCg4M5HA6HFhQUJE9MTGwOCAjolEqlRh999JHj7du3y21sbLRBQUGsw4cPD4mPj2/F0oyLi5OlpKS4rF69+ikAwJkzZyzy8vLuZ2VlmVVVVZGLi4vLDQYDjB07lpGbm2s6bNgwtVQqJe/bt0+akZHx6Pe28csQi8XGNTU1JB6PpwIAqK6uJl+/fr2SSCSCn58f69///vdDgUCg+vHHH02Sk5Ndfv7558qkpCSXoKAgxfr166u1Wi20tbURrl69Sv3222+tbt++XW4wGMDLy4sbFhamsLa21j169IickZHxi7+//8O33nprWHp6usWSJUtk8+fPp3/++eePJk6c2L548WKnvmVjs9nqhISEp6amproNGzY0AgCcP3/eDNufmJjohp2fkpLisGrVKoeDB7v/VrRaLa6kpKT8+PHj5hs2bHCYMGFC5c6dO63Nzc11paWl5Z2dnTgfHx/O5MmT5QDP9iMAAB8fn87i4mKTvmVCfh2K9CAIgiAI8to1NDQQaTRaz2tJo0aN6jh69Kj1ihUrHG7evEmxsLDQX7582UQkEimwGzpbW1tdf2lFRETICAQCCAQClbOzs+revXvkxMTElosXL5qrVCrcnj17rGNiYl7Lh1hjYmJaAABEIpGypqaGBABw+fJls88//9yew+HwAgMD2SqVCldVVWWsVqtxMTExdBaLxYuMjHSvrq4mY+l4enp2YPV6FePGjXNnMpn88ePHu/+37vKqqqqSuXPnNlVUVFC8vLx4dXV1RHd3d01VVVXphg0bHuPxeHjrrbfYZ86coV27ds1k1KhRCgcHB62RkRHMnj1bduXKFdPeeQQEBHQ2NzcTpVKp0U8//UQxNzfXMZlMdV5enll+fr4Zj8fj/TeiQ5ZIJGQAAHt7e3VYWFjH72nbgeBwuJ7/nzt3zoLD4fCioqKG7dy58yHWJ2bMmNFCJBKhra0Nf/fuXdPIyEh3DofDW7JkieuTJ0+MAABu3LhBe++9954CABCJRLCystJdvnzZ9K233mo1MzPTm5ub6ydOnNhy6dIlGgCAo6Ojyt/fvxMAYMSIEUqpVEpqbm4mKBQKwsSJE9sBAObNm9f8KnXpe/7ChQubf/755572j4yMbAEA8Pf373j8+LExAMDFixfNTpw4YcXhcHgjRozgtrS0EMViMRng+X5EJBLByMjI0NLSgu7hXxGK9CAIgiDIG+5FEZnBYmJioler1T03ZuHh4e35+fkVp06dMk9MTHRbtmxZo4WFhbb3De9A+h6Dw+GARqPpg4KC5N9+++2Qs2fPWt6+fVv8OspNJpMNAABEItGg1WpxAAAGgwEyMzOrhEKhqvexK1ascBg6dKjm1KlTD/R6PVAoFC9sH5VK7ZlfIxAIOrOzsy36y4/P53ddvXq156b4woUL1fn5+dTU1FRnbJutra0uKSlJlpSUJAsNDWWcP3/eNDExsZVCoRhmzZolnzVrltzW1laTlZU1ZOzYsYqXqefkyZNbMjIyLBoaGowiIiJkWD1TUlLq33vvvWcGkBUVFca96/N7WFhYaJuamgj29vZagO5BgqWlZc/gGJvT0/c8U1NTPUD3Ag40Gk0rkUhe6nobDIYB9xkbG/fsJBAIhs7OTrzBYHiuv71OvfoX6HQ6rH/hduzY8SgiIkLe+9icnBxaf+2u0WhwVCp14Ioh/UKjRARBEARBXjsbGxudTqfDKZVKHABAZWWlsaOjo2blypVNcXFxTXfu3KGGhoZ2FBQU0LBVxwZ6vS0rK8tCp9NBWVkZqaamhiQUCrsAAJKSkppWrVrlLBQKO7CIwKVLl6jTp0+nv866hIaGynfs2GGr13fff16/fp0CANDW1kawt7fXEAgE2L17t5VO12+gCiZPnqxQq9W43quRXblyhfrdd9+ZLly4sLmwsND0yJEj5ti+jo6Onvuzs2fP0hQKBR4AoKWlBf/w4UOSm5ub+tq1a1SpVGoE0D0QKCkpobi6uqqDg4M7CgoKaPX19UStVgsnT560DAkJae9bpvj4eNmpU6csc3JyLOLi4loAAMLDw+WHDx+2bmtrwwMAPHjwwKi2trbfB+TTp0+nX7p06ZVfmfT391ccOHDACqB7LsuRI0esQkJCXmqgBgBgaWmpd3JyUh88eNACoHthhZ9++okCABAQEKDYtm2bDZa2TCbDjxkzpv37778folAo8HK5HP/9999bhIaGDpiftbW1ztTUVPfDDz+YAgAcOnSo3/kzNBpNp1AonuuvVlZWOjMzMx02X+fAgQNWfn5+z7V/b+PGjWv7+uuvbVQqFQ4AoLi4mCSXy/u9R29oaCBYWFhoSSQSGvS8IhTpQRAEQRBkUAQHB7edP3/edNq0aYoffviBlpaWZkckEg1UKlV35MiRBw4ODtq0tDTp9OnTGXq9HqysrDQ3bty43zcdBoOhEolE7ObmZqOdO3c+xJ5yBwUFKU1MTHRz587tiUxIpVIShULp94bwwYMHJFtbW0/s96effvpSEbAtW7bULVq0yIXD4fAMBgPOyclJdenSpaqUlJQnERER7tnZ2RaBgYEKCoXSbzQEj8fD2bNnq5csWeK8c+dOOxKJZHByclLt2rWrxtTU1HDmzJmqlJQUp1WrVrlYW1trTExMdGvWrKkDALh16xZ1+fLlLgQCwWAwGHDx8fFNo0ePVmZmZpotXrzYFYumDR8+vGP16tVPqFSqYf369bWjR49mGQwGXFhYWFtcXFxr3zJ5e3t3dXR04G1tbdWurq4aAIAZM2bIy8rKyD4+PhyA7mjVkSNHHhCJxOfas7y8nOrs7PyraydPnz6diZ0/cuTI9oyMjIeJiYkubDabZzAYYMyYMfLk5ORXeoXs6NGjvyxcuNB169at9lqtFjd9+nSZn59f59dff/0oMTHRlcViWePxePjyyy8fjh07tiMmJqZ55MiRXACA+Pj4pwEBAZ0VFRUDLsZw4MAB6YIFC+gUCkU/ZswYeX/HREREtM6cOdM9Nzd3yM6dO5+JTH3zzTcPkpOTXZctW4Z3cXFRHT16VPqi+ixfvrxJKpWSBAIB12Aw4CwtLTXff/99dX/H5ubmmoWFhf0hKxu+aXAvCvshCIIgCPL3VFRUJBUKha9lnstvdf36dcq2bdvssrOzH/zWNCIiIuiTJk1qmzt3bkvffVKp1CgkJIRdXV1diq1itnjxYqd58+Y1v45FDZD+yWQyfGxsLD03N/eXP7ss/2vGjx/vvm3btsd9X7VEuhUVFVkLhUJ6f/tQpAdBEARBkEEREBDQeevWLblWq4VX/VbPr/nyyy+tNm3a5Lh58+aa3t+M2bt37+PXmhHyHEtLSz0a8Pzxurq6cFOmTGlFA57fBkV6EARBEOQN9FeI9CAIgvyRXhTpQQsZIAiCIAiCIAjyRkODHgRBEARBEARB3mho0IMgCIIgCIIgyBsNDXoQBEEQBEEQBHmjoUEPgiAIgiCDor29Hefj48PWarWvdN6RI0fM16xZY/c6y1JRUWHMZDL5fbenpKQ4ZGdn015nXv159OgRcdKkScOcnZ093N3d+aNHj2YUFxeTAABKSkpIoaGhDGdnZw8+n8/19fVl5ebmmgIA1NTUEENDQxlsNpuHnQfQ/UHSxMREZyaTyWexWDwPDw8u9pHXgTg6Ogrq6+sHdeXeiIgI+jfffGPxutLLycmhhYaGMvrbN3r0aEZTUxMBAIBAIHhxOBwek8nkh4eHD8M+6PpnEolE7Pz8fCrA/y9rU1MTYcuWLTbYMVKp1GjChAnDBrssixYtcjp79uyg9/O/sj+9QyAIgiAI8mbatWuX9ZQpU1pedbnq2NjYts2bNzcMUrGesXPnzrpp06YpBit9rVYLer0epkyZwggODlbU1NSUVldXl3366ae1dXV1RkqlEjd58mTmggULntbU1JSWlZWVf/nll4/u379PAgBYtWqV45gxY+QVFRXi6urqsn/961+1AAD79++3bGhoMJJIJGWVlZXiM2fOVFlZWekGqx4YvV4POt2gZ/NSrly5UmVtba0DACCRSHqJRCK+f/9+mZGRkWHHjh02vY991YH364aVtbm5mXDgwIGh2HY6na7Jy8sb1OW/tVotpKamPtm6detrfZDwd4MGPQiCIAiCDIoTJ05YzZo1qxUA4OHDh0be3t5s7Gl8Xl6eKQBAZmamGY/H47LZbJ6fnx8LACAtLc0qISHBBaA7chATE+Pi5eXFptPpHkePHjUHAPDy8mLfuHGDguU1cuRITkFBAeW5QvyK3pEJR0dHwfLlyx14PB6XxWLx7t69SwYAkMvl+MjISLqHhweXy+XyMjIyhgB0R4+8vLzYPB6Py+PxuBcuXDAB6I5O+Pr6siZPnuzGZrP5OTk5NCKRaHj//fefYvn6+/t3TpgwoX3v3r1WI0eObI+NjW3D9vn4+HQtW7asGQCgoaHByNnZWY3twz66Wl9fb2Rra6vBvlHk7u6usbGx0QEA7N2715LFYvGYTCY/OTnZsW+dk5OTHXtHG1asWOHw4Ycf2gIAfPDBB7YeHh5cFovFW758uQNWz2HDhvHj4uJc+Hw+r7q6+oURJUxqaqq9h4cHl8lk8qOjo131ej0AAJSWlpL8/f1ZbDabx+PxuGVlZSS9Xg+LFy92wiJX+/bt64kWKRQKwrhx49zd3d35MTExLtiga6DIVWBgYHtVVRWp73XQarWwePFiJ6x+27Zts8bOWbdunS2LxeKx2WzekiVLHAEAbty4QREKhRwWi8UbN26c+9OnTwkA3RGc5ORkR4FAwKXT6R5YX25vb8dNmjRpGIvF4k2cOHFYV1cXDksfK+vKlSudampqSBwOh7d48WKn3hFIpVKJmzlzJp3FYvG4XC7v3LlzNIDuv4fx48e7BwUFMV1dXT2SkpKcsHSzsrLMhg8fzuHxeNzw8PBhbW1teCy/1NRUey8vL/bBgwctWCyWurW1lfjo0aP/2W90/s9WHEEQBEH+V8w7M8+59Ekp9XWm6THUQ3lw6sGagfZ3dXXhampqSGw2Ww0AcPDgQcuwsLC2rVu3Nmi1WlAoFPi6ujri0qVL6ZcvX5ZwOBx1Y2Mjob+0ampqSDdv3qwQi8WksWPHsqdOnVqSmJjYtH//fmt/f/+a4uJiklqtxmEDgt/D2tpaKxaLy7ds2WKzZcsW2+PHjz9cs2aNfWhoqPzkyZPSpqYmgre3N3fKlClyBwcH7dWrVyupVKqhpKSEFB0dPay0tLQcAKC4uNjk7t27ZRwOR71p06ahQqFQ2V9+ZWVl5BEjRvS7DwDg7bfffpKYmDjs66+/VoaEhMiTk5Ob6XS6Jj4+XhYcHMzhcDi0oKAgeWJiYnNAQECnVCo1+uijjxxv375dbmNjow0KCmIdPnx4SHx8fCuWZlxcnCwlJcVl9erVTwEAzpw5Y5GXl3c/KyvLrKqqilxcXFxuMBhg7NixjNzcXNNhw4appVIped++fdKMjIxHL9uW77333pPt27fXAwBMmzbN7dixY+YxMTFtMTExbqmpqQ0JCQmtSqUSp9PpcOnp6UNKSkoo5eXlZfX19USRSMQdP358OwBASUmJyd27d0tZLJY6ODiYmZ6ebjF37tyW/vLUaDTwww8/mI0fP17e9zps377d2tzcXFdaWlre2dmJ8/Hx4UyePFleXFxM/u677yxu374todFoeqwfJiYmun3++eePJk6c2J6SkuKwatUqh4MHu/u8VqvFlZSUlB8/ftx8w4YNDhMmTKjcvn37UAqFoq+srBQXFBRQAgICeH3Lt2PHjseTJk2iSCQSMUD3gBLbt3Xr1qEAAJWVleK7d++S33rrLWZ1dXUpAIBYLKYWFRWJKRSKnsFgeKSmpjaamJgYNm/ebJ+fn19pZmamX7t2rd3GjRttsTYnk8n627dvV2DpCwQC5Y8//miamJjYCv+DUKQHQRAEQZDXrqGhgUij0XreKRo1alTH0aNHrVesWOFw8+ZNioWFhf7y5csmIpFIweFw1AAAtra2/b43FRERISMQCCAQCFTOzs6qe/fukRMTE1suXrxorlKpcHv27LGOiYl5LR9ijYmJaQEAEIlEypqaGhIAwOXLl80+//xzew6HwwsMDGSrVCpcVVWVsVqtxsXExNBZLBYvMjLSvbq6moyl4+np2YHV61WMGzfOnclk8sePH+/+37rLq6qqSubOndtUUVFB8fLy4tXV1RHd3d01VVVVpRs2bHiMx+PhrbfeYp85c4Z27do1k1GjRikcHBy0RkZGMHv2bNmVK1dMe+cREBDQ2dzcTJRKpUY//fQTxdzcXMdkMtV5eXlm+fn5Zjwej/ffiA5ZIpGQAQDs7e3VYWFhHa9Sl9zcXJqnpyeHxWLxbty4QSstLaW0tLTgGxsbjRMSEloBAKhUqoFGo+mvXr1KmzVrloxIJIKzs7PW19e3/dq1a1QAAIFA0MHj8dREIhFmzZolu3r1qmnfvFQqFZ7D4fAEAgHPyclJ/e677zb1vQ4XL140O3HihBWHw+GNGDGC29LSQhSLxeQLFy6YxcXFNdFoND1Adz9sbm4mKBQKwsSJE9sBABYuXNj8888/9+QbGRnZAgDg7+/f8fjxY2MAgGvXrpnGx8c3A3RH5Fgs1oCD2f7cuHHDNCEhoRkAYMSIEV0ODg7qkpISMgBAYGCg3MrKSkelUg0MBqOrurqadPnyZZPq6mqySCTicDgc3rFjx6wePXrUM4hKSEh4ZmBoY2Ojra2tfako3ZsIRXoQBEEQ5A33oojMYDExMdGr1eqeh6vh4eHt+fn5FadOnTJPTEx0W7ZsWaOFhYUWh8O9KBkAAOh7DA6HAxqNpg8KCpJ/++23Q86ePWt5+/Zt8esoN5lMNgAAEIlEg1arxQEAGAwGyMzMrBIKharex65YscJh6NChmlOnTj3Q6/VAoVC8sH1UKlWP/V8gEHRmZ2f3O7mfz+d39b6Jv3DhQnV+fj41NTXVGdtma2urS0pKkiUlJclCQ0MZ58+fN01MTGylUCiGWbNmyWfNmiW3tbXVZGVlDRk7duxLzU+aPHlyS0ZGhkVDQ4NRRESEDKtnSkpK/XvvvffMALKiosK4d31ehlKpxK1cudK1oKBAzGAwNCtWrHDo6urCGwyGfo8faDtA/9e/L2xOT9/tvcttMBhwO3bseBQRESHvfcz3339v9jL9sLde/QR0Ol3Pya+aTm8vagNjY+OenQQCwaDRaHAGgwECAwPl586de9DfOdggDtPV1YWjUCivdB3fJCjSgyAIgiDIa2djY6PT6XQ4pVKJAwCorKw0dnR01KxcubIpLi6u6c6dO9TQ0NCOgoICGrbq2ECvt2VlZVnodDooKysj1dTUkIRCYRcAQFJSUtOqVauchUJhBxYlunTpEnX69On011mX0NBQ+Y4dO2yxOSnXr1+nAAC0tbUR7O3tNQQCAXbv3m010AT/yZMnK9RqNW7Hjh09c0iuXLlC/e6770wXLlzYXFhYaHrkyBFzbF9HR0fP/dnZs2dp2EpkLS0t+IcPH5Lc3NzU165do0qlUiOA7pXcSkpKKK6ururg4OCOgoICWn19PVGr1cLJkyctQ0JC2vuWKT4+Xnbq1CnLnJwci7i4uBYAgPDwcPnhw4etsXkhDx48MKqtre33Afn06dPply5dGvCVSaVSiQcAsLOz07a1teHPnTtnAQBgaWmpt7OzUx8+fHgIAEBnZydOoVDgR48ercjMzLTUarVQV1dHvHnzpmlQUFAHQPfrbRKJxFin00FmZqZlUFDQb1p4Yty4cW1ff/21jUqlwgEAFBcXk+RyOX7ChAnyw4cPW2Pt3NjYSLCystKZmZnpsPk6Bw4csPLz83uuHXsLDAxsz8jIsAQAuHXrFrmysvK59jE3N9f1vr4DnV9cXEyqr6839vT07Boov5CQkI7CwkLT0tJSEgCAQqHAYysC9qe6uposFAp/9yugf1co0oMgCIIgyKAIDg5uO3/+vOm0adMUP/zwAy0tLc2OSCQaqFSq7siRIw8cHBy0aWlp0unTpzP0ej1YWVlpbty4cb9vOgwGQyUSidjNzc1GO3fufEilUg0AAEFBQUoTExPd3LlzeyITUqmURKFQ+n1k/uDBA5Ktra0n9vvTTz99qQjYli1b6hYtWuTC4XB4BoMB5+TkpLp06VJVSkrKk4iICPfs7GyLwMBAxUBP0fF4PJw9e7Z6yZIlzjt37rQjkUgGJycn1a5du2pMTU0NZ86cqUpJSXFatWqVi7W1tcbExES3Zs2aOgCAW7duUZcvX+5CIBAMBoMBFx8f3zR69GhlZmam2eLFi12xaNrw4cM7Vq9e/YRKpRrWr19fO3r0aJbBYMCFhYW1xcXFtfYtk7e3d1dHRwfe1tZW7erqqgEAmDFjhrysrIzs4+PDAeiOkhw5cuQBkUh8rj3Ly8upzs7Omr7btVotjkQi6a2trXWxsbFPeTwe38nJSS0UCntejcvIyHiwcOFC140bNzoYGRkZTp48WR0fH99648YNUy6Xy8fhcIaPP/74sYuLi7a4uBiGDx/evnLlSieJRELx9fVV9J6f9CqWL1/eJJVKSQKBgGswGHCWlpaa77//vnrmzJnyO3fuUIcPH841MjIyjB07tu3LL7+s/eabbx4kJye7Llu2DO/i4qI6evSo9EXpp6amPomKinJjsVg8Pp+vFAgEz70OaGdnp/Py8mpnMpn8MWPGtK1YseIJtu/9999/Eh8f78pisXgEAgH27t0rHagvAwA4ODho9+7dK42KihqmVqtxAAAffvhhraenp6rvsSqVCieVSknBwcGv9IrimwT3olAagiAIgiB/T0VFRVKhUPha5rn8VtevX6ds27bNLjs7u9/Xb15GREQEfdKkSW39TVyXSqVGISEh7Orq6lJsFbPFixc7zZs3r/l1LGqA9E8mk+FjY2Ppubm5zyy1rNPpwNPTk/t///d/D7y9vQeMUCB/vPT09CG3b9+mfvHFF3V/dlkGU1FRkbVQKKT3tw+93oYgCIIgyKAICAjoDAkJkQ/GN1K+/PJLq1GjRnHXr19fiw14AAD27t37GA14BpelpaW+74BHKpUasVgs/siRIzvQgOevR6vV4j744IPGP7scfyYU6UEQBEGQN9BfIdKDIAjyR0KRHgRBEARBEARB/mehQQ+CIAiCIAiCIG80NOhBEARBEARBEOSNhgY9CIIgCIIgCIK80dCgB0EQBEGQQdHe3o7z8fFhv+rqbUeOHDFfs2aN3essS0VFhTGTyeT33Z6SkuKQnZ1Ne5159efRo0fESZMmDXN2dvZwd3fnjx49moF9SLKkpIQUGhrKcHZ29uDz+VxfX19Wbm6uKQBATU0NMTQ0lMFms3nYeQDdy0MnJiY6M5lMPovF4nl4eHCxj7wOxNHRUVBfX4++0fgScnJyaKGhoQyAZ/vj4cOHh9y+fZuMHfdH9B+RSMTOz8+nAgD4+/uznj592u9HfJEXQx0fQRAEQZBBsWvXLuspU6a0EImvdrsRGxvbBgBtg1OqZ+3cuXNQv1ui1WoBj8fDlClTGDExMc05OTm/AADcuHGDUldXZ8RgMNSTJ09mfvLJJzX/rTfcunWL/NNPP5mEh4e3r1q1ynHMmDHyDz744AkAQEFBAQUAYP/+/ZYNDQ1GEomkjEAgQHV1tZGZmVm/H0d9nfR6PRgMBui9TPgfQaPRgJGR0R+aJ6Z3f8zOzh6i1WrbvLy8ugAGv//0FR0d3bx9+3abrVu3NvyR+b4JUKQHQRAEQZBBceLECatZs2a1AgA8fPjQyNvbm83hcHhMJpOfl5dnCgCQmZlpxuPxuGw2m+fn58cCAEhLS7NKSEhwAej+OGlMTIyLl5cXm06nexw9etQcAMDLy4t948YNCpbXyJEjOdiA4FVERETQv/nmGwuA7kjI8uXLHXg8HpfFYvHu3r1LBgCQy+X4yMhIuoeHB5fL5fIyMjKGAHRHj7y8vNg8Ho/L4/G4Fy5cMAHojhL4+vqyJk+e7MZms/k5OTk0IpFoeP/9959i+fr7+3dOmDChfe/evVYjR45sxwY8AAA+Pj5dy5YtawYAaGhoMHJ2dlZj+7BvENXX1xvZ2tpqsMGHu7u7xsbGRgcAsHfvXksWi8VjMpn85ORkx751Tk5OdtyyZYsN9nvFihUOH374oS0AwAcffGDr4eHBZbFYvOXLlztg9Rw2bBg/Li7Ohc/n86qrqweMKPWOStTX1xMdHR0FAN3XdPz48e5BQUFMV1dXj6SkJCfsHCqVOmLhwoVOPB6P6+fnx6qrqyNiaS1dutTRx8eHvWnTJturV69SfXx82Hw+nxsYGMh8+PChEQBAaWkpyd/fn8Vms3k8Ho9bVlZG0uv1sHjxYicsErZv3z4L7NqIRCL2hAkThrm5ufGnTJniptd3jxUzMzPN3Nzc+F5eXuzMzMwhWPmw/njhwgWTixcvDlm3bp0Th8PhlZWVkXr3nzNnztC4XC6PxWLxIiMj6Z2dnbjf0q/a29txkyZNGsZisXgTJ04c1tXVhcPKEhUV1ZqVlWU1UPsjA0ORHgRBEAR5w807M8+59Ekp9XWm6THUQ3lw6sGagfZ3dXXhampqSGw2Ww0AcPDgQcuwsLC2rVu3Nmi1WlAoFPi6ujri0qVL6ZcvX5ZwOBx1Y2Njv+GDmpoa0s2bNyvEYjFp7Nix7KlTp5YkJiY27d+/39rf37+muLiYpFarca/jo6TW1tZasVhcvmXLFpstW7bYHj9+/OGaNWvsQ0ND5SdPnpQ2NTURvL29uVOmTJE7ODhor169WkmlUg0lJSWk6OjoYaWlpeUAAMXFxSZ3794t43A46k2bNg0VCoXK/vIrKysjjxgxot99AABvv/32k8TExGFff/21MiQkRJ6cnNxMp9M18fHxsuDgYA6Hw6EFBQXJExMTmwMCAjqlUqnRRx995Hj79u1yGxsbbVBQEOvw4cND4uPjW7E04+LiZCkpKS6rV69+CgBw5swZi7y8vPtZWVlmVVVV5OLi4nKDwQBjx45l5Obmmg4bNkwtlUrJ+/btk2ZkZDz6rW0rFoupRUVFYgqFomcwGB6pqamNDAZD09nZiR85cqRy3759j1NTU+1Xr17tkJ6e/ggAoLW1lXDr1q0KlUqFGzVqFPu7776rcnBw0O7bt88iNTXV8eTJk9KYmBi31NTUhoSEhFalUonT6XS49PT0ISUlJZTy8vKy+vp6okgk4o4fP74dAKC8vJxy7969X+h0usbLy4tz4cIF06CgoI6lS5fSL1y4UMHn81WTJk0a1rf848aN6xg7dmzrpEmT2ubOndvSe59SqcQtXrzY7fz58xWenp6q6dOn07dt22azfv36JwCv1q8+++wzGwqFoq+srBQXFBRQAgICeFg+NjY2OrVajWtoaCDY2dnpfuu1+F+EIj0IgiAIgrx2DQ0NRBqN1jOZZ9SoUR1Hjx61XrFihcPNmzcpFhYW+suXL5uIRCIFh8NRAwDY2tr2exMXEREhIxAIIBAIVM7Ozqp79+6RExMTWy5evGiuUqlwe/bssY6JiXktH2KNiYlpAQAQiUTKmpoaEgDA5cuXzT7//HN7DofDCwwMZKtUKlxVVZWxWq3GxcTE0P/7ZN+9urq6Z66Hp6dnB1avVzFu3Dh3JpPJHz9+vPt/6y6vqqoqmTt3blNFRQXFy8uLV1dXR3R3d9dUVVWVbtiw4TEej4e33nqLfebMGdq1a9dMRo0apXBwcNAaGRnB7NmzZVeuXDHtnUdAQEBnc3MzUSqVGv30008Uc3NzHZPJVOfl5Znl5+eb8Xg83n8jOmSJREIGALC3t1eHhYV1/J62DQwMlFtZWemoVKqBwWB0VVdXkwAA8Hg8LFiwQAYAMG/evOabN2/2lDc6OloGAFBcXEy6f/8+ZcyYMSwOh8Pbtm2bfV1dnVFLSwu+sbHROCEhoRUAgEqlGmg0mv7q1au0WbNmyYhEIjg7O2t9fX3br127RgUAEAgEHe7u7hoCgQB8Pl9ZXV1tfO/ePbKTk5NKIBCo8Hg8xMbGNr9K3YqKishOTk4qT09PFQBAYmJi87Vr13rm+rxKv7p27ZppfHx8M0B3ZI/FYj0zKLaystI+evTohfO3kOehSA+CIAiCvOFeFJEZLCYmJnq1Wt3zcDU8PLw9Pz+/4tSpU+aJiYluy5Yta7SwsNDicLgXJQMAAH2PweFwQKPR9EFBQfJvv/12yNmzZy1v374tfh3lJpPJBgAAIpFo0Gq1OAAAg8EAmZmZVUKhUNX72BUrVjgMHTpUc+rUqQd6vR4oFIoXto9KpfbMrxEIBJ3Z2dkW/eXH5/O7rl692nOTf+HCher8/HxqamqqM7bN1tZWl5SUJEtKSpKFhoYyzp8/b5qYmNhKoVAMs2bNks+aNUtua2urycrKGjJ27FjFy9Rz8uTJLRkZGRYNDQ1GERERMqyeKSkp9e+9994zA8iKigrj3vV5ESKRaNDpuseuSqXymQtnbGxswP5PIBAMGo2m34vf+3rTaDT9f8uGYzAYnffu3ZP0PlYmk/X7AN9gMPS3GQAASCRS73IAdp1fpi8O5EX5Abxav/q1sqhUKtzLXg/k/0ORHgRBEARBXjsbGxudTqfDYTe+lZWVxo6OjpqVK1c2xcXFNd25c4caGhraUVBQQMNWHRvo9basrCwLnU4HZWVlpJqaGpJQKOwCAEhKSmpatWqVs1Ao7MCiRJcuXaJOnz6d/jrrEhoaKt+xY4ctNvfj+vXrFACAtrY2gr29vYZAIMDu3butsJv9viZPnqxQq9W4HTt2WGPbrly5Qv3uu+9MFy5c2FxYWGh65MgRc2xfR0dHz/3Z2bNnaQqFAg8A0NLSgn/48CHJzc1Nfe3aNapUKjUC6F7JraSkhOLq6qoODg7uKCgooNXX1xO1Wi2cPHnSMiQkpL1vmeLj42WnTp2yzMnJsYiLi2sBAAgPD5cfPnzYuq2tDQ8A8ODBA6Pa2tp+H5BPnz6dfunSpedemXR2dlbdvHnTBADgyJEj/Q70+tLr9YDNizl06JCVSCR6buDm6enZJZPJiBcvXjQB6L7xLywsJFtaWurt7OzUhw8fHgIA0NnZiVMoFPjRo0crMjMzLbVaLdTV1RFv3rxpGhQUNGCkavjw4V2PHz82LisrIwEAHDt2zLK/40xNTXVyufy5++fhw4d31dbWGpeWlpIAANLT062CgoJeOAAdqF8FBga2Z2RkWAJ0L2pRWVnZ0856vR6ePn1qxGaznxsoIS+GIj0IgiAIggyK4ODgtvPnz5tOmzZN8cMPP9DS0tLsiESigUql6o4cOfLAwcFBm5aWJp0+fTpDr9eDlZWV5saNG/f7psNgMFQikYjd3NxstHPnzodUKtUAABAUFKQ0MTHRzZ07tycyIZVKSRQKpd/H7g8ePCDZ2tp6Yr8//fTTl4qAbdmypW7RokUuHA6HZzAYcE5OTqpLly5VpaSkPImIiHDPzs62CAwMVFAolH6fvuPxeDh79mz1kiVLnHfu3GlHIpEMTk5Oql27dtWYmpoazpw5U5WSkuK0atUqF2tra42JiYluzZo1dQAAt27doi5fvtyFQCAYDAYDLj4+vmn06NHKzMxMs8WLF7ti0bThw4d3rF69+gmVSjWsX7++dvTo0SyDwYALCwtri4uLa+1bJm9v766Ojg68ra2t2tXVVQMAMGPGDHlZWRnZx8eHA9AdrTpy5MgDIpH4XHuWl5dTnZ2dNX23r169unH27NnDjh07ZhUUFCR/mfalUCj6srIyCp/Pt6PRaLqsrKxf+h5DJpMNx44dq162bJmLQqEg6HQ6XHJycqO3t3dXRkbGg4ULF7pu3LjRwcjIyHDy5Mnq+Pj41hs3bphyuVw+DoczfPzxx49dXFy0xcXF/ZaBSqUadu3a9XDSpEkMS0tLra+vb3t5eflzC2PExsbKkpOT6Xv27LHNzMys7n3+nj17pJGRke46nQ6EQqEyNTX1ad/zexuoX6Wmpj6JiopyY7FYPD6frxQIBD2DtWvXrlFHjBjR8WetZPd3hvu1cByCIAiCIH8/RUVFUqFQ+FrmufxW169fp2zbts0uOzv7wW9NIyIigt7fxHEAAKlUahQSEsKurq4uxVYxW7x4sdO8efOaX8eiBkj/ZDIZPjY2lp6bm/vc4OS3oFKpI5RK5d3Xkdabbu7cuc7Tpk1rnTp16ku9xvi/pqioyFooFNL724ciPQiCIAiCDIqAgIDOW7duybVaLbzqt3p+zZdffmm1adMmx82bN9f0/mbM3r17H7/WjJDnWFpa6l/XgAd5NR4eHp1owPPboEgPgiAIgryB/gqRHgRBkD/SiyI9aCEDBEEQBEEQBEHeaGjQgyAIgiAIgiDIGw0NehAEQRAEQRAEeaOhQQ+CIAiCIAiCIG80NOhBEARBEGRQtLe343x8fNharfaVzjty5Ij5mjVr7F5nWSoqKoyZTCa/7/aUlBSH7Oxs2uvMqz81NTXEyZMnuzk5OQn4fD53+PDhnPT09CEAADk5OTQcDuf1+eef93y89Pr16xQcDue1fv16W4DupbsdHR0FHA6Hx2azeWfOnOkps0gkYtPpdA8Oh8PjcDi8CRMmDAMAKCoqIolEIjaHw+ENGzaMHx0d7QoAoFAo8FOmTHFjsVg8JpPJ9/LyYmMfJB0IlUodMQjN8gyRSMTOz8+nAgA4OjoK6uvrn1nyr28Z0tLSrBISElwAAFasWOEwdOhQTw6Hw2MymfzeH3v9s+Tk5NBCQ0MZAM/26cOHDw+5ffs2GTvuj+iDdXV1xKCgIOZg5vFXh5asRhAEQRBkUOzatct6ypQpLa+6XHVsbGwbALQNTqmetXPnzrrBTF+r1QIej4fJkyczYmJims+dO/cAAKCystL45MmTQ7DjmExmZ2ZmpsXy5cubAAAyMjIs2Wz2M98a2rRp0+O5c+e2nDt3jrZ06VLXqVOnlmL70tPTfwkODlb2Pv7tt992WbZsWSP2cdKbN29SAAA2b948dOjQoZqzZ88+AOgeHBkbGw/6cr6DsXR5b0lJSY0bNmxovHPnDjksLIwdFRVV1Hs5c41GA3/WRz179+ns7OwhWq22zcvLqwtg8PugRqMBBwcHra2treb8+fMm48eP7/j1s948KNKDIAiCIMigOHHihNWsWbNaAQAePnxo5O3tzcaexOfl5ZkCAGRmZprxeDwum83m+fn5sQCefYIfERFBj4mJcfHy8mLT6XSPo0ePmgMAeHl5sW/cuEHB8ho5ciSnoKCA8lwhfkVERAT9m2++sQDoji4sX77cgcfjcVksFu/u3btkAAC5XI6PjIyke3h4cLlcLi8jI2MIQHf0yMvLi83j8bg8Ho974cIFE4DuJ/y+vr6syZMnu7HZbP65c+doRkZGhvfff/8pli+LxVKvXbv2Cfbb0dFRrVKp8DU1NUS9Xg8//vijeVhYWL8Dv7CwsPYnT5786t37kydPjFxdXdXYb5FI1AkAUF9fb+To6KjBtguFQhWFQjEAAHz00Ue2TCaTz2Qy+Rs2bBjaN82JEycOO378eE8UJSIign7o0KEhWq0WFi9e7OTh4cFlsVi8bdu2WffXFr9W5tdh5MiRXQQCARoaGogikYi9dOlSRx8fH/amTZtsr169SvXx8WHz+XxuYGAg8+HDh0YAAKWlpSR/f38Wm83m8Xg8bllZGUmv18PixYudmEwmn8Vi8fbt22eB1UkkErEnTJgwzM3NjT9lyhQ3vV4PAN392c3Nje/l5cXOzMwcgpUJ69MXLlwwuXjx4pB169Y5cTgcXllZGal3Hzxz5gyNy+XyWCwWLzIykt7Z2YkDePW+mZaWZhUeHj5szJgxjKCgIBYAwLRp01rT09Ot/ohr8FeEIj0IgiAI8oabd2aec+mTUurrTNNjqIfy4NSDNQPt7+rqwtXU1JDYbLYaAODgwYOWYWFhbVu3bm3QarWgUCjwdXV1xKVLl9IvX74s4XA46sbGRkJ/adXU1JBu3rxZIRaLSWPHjmVPnTq1JDExsWn//v3W/v7+NcXFxSS1Wo3z9fXt7O/8V2Ftba0Vi8XlW7ZssdmyZYvt8ePHH65Zs8Y+NDRUfvLkSWlTUxPB29ubO2XKFLmDg4P26tWrlVQq1VBSUkKKjo4eVlpaWg4AUFxcbHL37t0yDoej3rRp01BPT0/lr+U9bdq0lsOHD1t4e3srBQKBkkQi9Rt9OXXqlPnYsWNbe29LSEgYRiaT9QAAo0ePlu/du/fx22+/3fjWW2+xRowY0REWFtb29ttvN1tbW+sWLVrUNGnSJNaZM2csgoOD5QsXLmwWCASqq1evUr/99lur27dvlxsMBvDy8uKGhYUpAgICetp19uzZsuPHj1vMnj27raurC3f9+nWz//u//3u4c+dOa3Nzc11paWl5Z2cnzsfHhzN58mR537b4HZfmpf34448meDzeYG9vrwUAaG1tJdy6datCpVLhRo0axf7uu++qHBwctPv27bNITU11PHnypDQmJsYtNTW1ISEhoVWpVOJ0Oh0uPT19SElJCaW8vLysvr6eKBKJuOPHj28HACgvL6fcu3fvFzqdrvHy8uJcuHDBNCgoqGPp0qX0CxcuVPD5fNWkSZOG9S3buHHjOsaOHds6adKktrlz57b03qdUKnGLFy92O3/+fIWnp6dq+vTp9G3bttmsX7/+CcCr9U0AgDt37pgWFxeX2dra6gAAAgICOjZs2OAw2O3/V4UGPQiCIAiCvHYNDQ1EGo3WM5ln1KhRHYsXL6ZrNBr8zJkzW/z9/Ttzc3NpIpFIgd0MYzdnfUVERMgIBAIIBAKVs7Oz6t69e+TExMSWbdu22atUqsd79uyxjomJeS0fYo2JiWkBABCJRMqzZ89aAABcvnzZ7IcffhiSlpZmBwCgUqlwVVVVxq6urpr58+e7isViCh6Ph4cPH5KwdDw9PTsGusmPj493uXnzpqmRkZEBGyQBACQkJMgiIiLcJRIJJSYmRnbt2jXT3uetW7fO6YMPPnCSyWTEK1eulPfe19/rbe+++27z1KlT5dnZ2Wbnzp0bcujQIRuxWCz29/fvfPDgQUl2drbZhQsXzPz9/blXrlyRXL582fStt95qNTMz0wMATJw4seXSpUu03oOemTNntr3//vsunZ2duFOnTpmLRCKFqamp4eLFi2YSiYSKtZlCoSCIxWKysbGx4UVt8XvhcLiegeGePXtsT5w4YWViYqJLT0//BY/vfqEpOjpaBgBQXFxMun//PmXMmDEsAAC9Xg82NjaalpYWfGNjo3FCQkIrAACVSjUAgOHq1au0WbNmyYhEIjg7O2t9fX3br127RjU3N9cLBIIOd3d3DQAAn89XVldXG9NoNJ2Tk5NKIBCoAABiY2Ob9+/fb/OydSkqKiI7OTmpPD09VQAAiYmJzV999dVQAHgC8Gp9EwAgKChI3vtvysHBQfvkyRPj39LObwI06EEQBEGQN9yLIjKDxcTERK9Wq3teow8PD2/Pz8+vOHXqlHliYqLbsmXLGi0sLLQ4HO5X0+p7DA6HAxqNpg8KCpJ/++23Q86ePWt5+/Zt8esoN5lMNgAAEIlEg1arxQEAGAwGyMzMrBIKharex/538rzm1KlTD/R6PVAoFC9sH5VK1WP/FwgEnWfOnLHAfh8+fPhRfX090dvbm9s7PRcXF62RkZEhPz/f7ODBg4/6Dno2bdr0OCEhoeWTTz4ZmpiY6FZWVvbMwKc/dDpdk5KS0pySktLMZDL5hYWFlKCgIKW5ubl+zpw5rXPmzGlNSEiAM2fOmBMIhF+d10OlUg2jRo1SZGVlmR0/ftwCG1AYDAbcjh07HkVERMh7H5+Tk0Pr3Ra/B4lE0nd1deGwaySTyYjW1tY9A2tsTk/f82g0mh4rI4PB6Lx3756k936ZTNbvdA+DYeDm6B2FIxAIgPWVl+nPA3lRfgCv1jevXbtm0rfdlUoljkQivZZr8XeE5vQgCIIgCPLa2djY6HQ6HU6pVOIAuifuOzo6alauXNkUFxfXdOfOHWpoaGhHQUEBTSKRGAMADPR6W1ZWloVOp4OysjJSTU0NSSgUdgEAJCUlNa1atcpZKBR2YE+0L126RJ0+fTr9ddYlNDRUvmPHDlts3sb169cpAABtbW0Ee3t7DYFAgN27d1vpdP0GqmDy5MkKlUqF27p1a89T//b29n7vwT7++OPajRs3Ph5owj+BQIB169Y90ev1uFOnTpm9qNyZmZlmKpUKBwDw6NEjYmtrK8HV1VV9/vx5k6dPnxIAul9DrKysJNPpdPWYMWPav//++yEKhQIvl8vx33//vUVoaKiib7pRUVGyQ4cOWd+6dYs2Y8YMOQDAuHHj2r7++msbLL/i4mKSXC7vt45+fn6sBw8evPKKAr6+voo9e/ZYAnSvDHj69GmLsWPHPle+gXh6enbJZDLixYsXTQC6oyKFhYVkS0tLvZ2dnfrw4cNDAAA6OztxCoUCP3r0aEXm/2vvzsOauvLH8b+zkQUCEjbZA5KVJWIgLBIRQStWUIy4oCLYKrhUkVqZr3Wc2lKFqp/6QT8qraPWSnFBB9Fat6kIwhQEKauAUMAom6wJWyDL7w8afogBtYVOhzmv55lnyF3Odq997rnve85JSaHJ5XKor6/H5+bm6giFwlEnAZg+fXrfs2fPtEpLS4kAAOfPn6dpOk5HR0ehqW2mT5/e9/z5c62SkhIiAMDZs2cNhELhmPUb7d7UpKSkhMRkMn/3J6D/qVCkB0EQBEGQCTFr1qzO27dv6yxevFh669YtakJCwlQ8Hq+iUCiKpKSkGjMzM3lCQkJtUFCQnVKpBAMDg4Hs7OwnI9Oxs7OTCQQCVmtrK+Hw4cN1v35+BEKhsEdbW1sRHh4+9GlbbW0tUT0of6SamhqiiYmJk/r3/v373ygCFhcXV79hwwYrNpvNValUGAsLC9m9e/eqoqKimkUi0bTU1FR9Ly8vKZlM1vgWHYvFwrVr16o3b95smZCQMJVGo8kpFIrik08+eTby2Llz5752Zi0sFgsxMTH1Bw8enKqOrAwf00Oj0eTZ2dmVN2/e1N2xY4eV+u3+3r17n1lZWcnT0tL0tmzZYg0AoFQqMX5+fp1r165tx2KxEBIS0jpjxgwOAMCaNWteDP+0TS0oKEgSGRlp4+fn16GOPmzfvr2ltraW6OjoyFGpVBgajTZw48aN6pHnKhQKqKurIxoZGb12HnMej8dVR04CAgLajh8/Ll63bp31iRMnTFQqFaxYsaLV39+/63XpqJFIJNX58+ert27daiWVSnEKhQKzcePGJhcXl75z587VrF+/3vqzzz4zIxAIqkuXLlWvWbOmIzs7W4fD4dhjMBiVuv2Kioo0pk+hUFRHjhypW7hwoR2NRpO7ubl1PX78+JVOyKpVq9o2btxIP3HihElKSkr18PNPnDhRGxwcPE2hUACPx+vZsWPHi5HnDzfavanp2Dt37lDnz5//h8yK+GeEeV0oDUEQBEGQ/zyFhYW1PB5vXMa5/FZZWVnkAwcOTE1NTa35rWmIRCK6pkHfAAC1tbWE2bNns6qrq0vUUxNHRERYrFu3rnU8JjVAxt/Dhw9JiYmJhidPnnylw4dMLBcXF9YPP/xQZWRkpDkkOQkUFhYa8ng8uqZ9KNKDIAiCIMiEmDlzZu/Dhw8lE7E+y9GjRw1iY2PN9+3bJx6+FktiYiJ6mP4Tc3V17XN1dUXX6A9WX1+P37ZtW9Nk7vC8Dor0IAiCIMgk9GeI9CAIgvyRxor0oIkMEARBEARBEASZ1FCnB0EQBEEQBEGQSQ11ehAEQRAEQRAEmdRQpwdBEARBEARBkEkNdXoQBEEQBJkQXV1dGFdXV5Zc/tolWV6SlJSkt2vXrqnjWZaKigotBoNhP3J7VFSUWWpqKnU889JELBbjAwICbCwsLBzt7e0506dPZ589e3YKAMD169epGAyG/+WXXxqqj8/KyiJjMBj+nj17TAAGp+42Nzd3ZLPZXBaLxb169epQmQUCAYtOpzuw2Wwum83mzp8/3xYAoLCwkCgQCFhsNptra2trv3LlSmsAAKlUig0MDLRhMplcBoNhz+fzWZ2dnWM+E1IoFOcJaJaXCAQCVkZGBmW80ktISDAIDQ210rTP2dmZDTB4X5BIpBlsNps7bdo0+5CQEKvRFpn9I5mbmzs2NDTgAV4uq3pxVgCAjIwMSlhYmOVEl2XhwoW2xcXFxInOZ6KhTg+CIAiCIBPiyJEjhoGBge1vO131qlWrOvft29c4QcV6yeHDh+sXL1485qr3v4dcLgelUgkBAQF2QqGw69mzZ8WlpaWPL168+ItYLNZSH8dgMHpTUlL01b/PnTtHY7FYL601FBsb+6y8vLzs4MGD4q1bt1oP33f27NlfysvLy8rLy8tu3rz5CwDA5s2brbZu3dpUXl5e9ssvv5Ru3769GQBg3759xsbGxgOVlZVlT548KT116lStlpbWhE/n+7ad34lUUFBQrv7b0tJS9mvblVZWVpLPnTs3ZfixAwMDf3j5hlOX9cmTJ8QLFy4MdXpmzZrVc+bMmTdaYPe3ksvlsHHjxubPP/98XF9C/DugTg+CIAiCIBPi4sWLBsuWLesAAKirqyO4uLiw2Gw2l8Fg2N+8eVMHACAlJUWXy+VyWCwW18PDgwnw8ht6kUhEDwkJseLz+Sw6ne6QnJysBwDA5/NZ2dnZQ6vdz5gxg52Tk0N+pRCvIRKJ6KdPn9YHGHy7vn37djMul8thMpncgoICEgCARCLBBgcH0x0cHDgcDoerfiiuqKjQ4vP5LC6Xy+FyuZw7d+5oAwxGbtzc3JgBAQE2LBbL/tq1a1QCgaDauXPnC3W+TCaz/+OPP25W/zY3N++XyWRYsViMVyqV8OOPP+r5+vp2aiqzr69vV3NzM+F1dWtubiZYW1v3q38LBIJeAICGhgaCubn50JM8j8eTkclkFQDAJ598YsJgMOwZDIb9p59+ajwyzXfffdf2woULesPb78yZM1PkcjlERERYODg4cJhMJvfAgQOGmtridWVWW7VqlZWDgwPHzs7Ofvv27Wbq7ffv36c4OzuzWSwW19HRkdPe3o7t6enBLF26lM5kMrkcDod77dq1oSjY8+fPCUKhkEGn0x0+/PBDU/V2TZErAoEAAoGg68mTJ8SEhAQDf39/2zlz5tgJhULmaPeAXC6HDRs2WDCZTC6TyeR+/vnnxgAAV69epXI4HC6TyeQGBwfTe3t7MQCj32ONjY24mTNnMjgcDjckJMR6+JIy6rJ+/PHH5nl5eTpsNpu7d+9e4+vXr1N9fHzsAACamppwfn5+05hMJpfH4w39W4iOjjYLDg6mCwQCloWFhWNsbOzQNT127BjN0dGRw2azuSEhIdbqTimFQnGOiooyc3JyYv/zn//UmT9/fldmZqbuv7vz93uhxUkRBEEQZJJbd3WdZUlzybh9NgQA4GDs0HNq0alR3zL39fVhxGIxkcVi9QMAnDp1iubr69sZHx/fKJfLQSqVYuvr6/Fbtmyhp6enl7PZ7P6mpiacprTEYjExNze3oqysjOjn58datGhRcVhYWMvJkycNPT09xUVFRcT+/n6Mm5tbr6bz34ahoaG8rKzscVxcnFFcXJzJhQsX6nbt2mXq4+MjuXTpUm1LSwvOxcWFExgYKDEzM5NnZmZWUigUVXFxMXHlypW2JSUljwEAioqKtAsKCkrZbHZ/bGyssZOTU8/r8l68eHH7t99+q+/i4tLj6OjYQyQSNUZfLl++rOfn59cxfFtoaKgtiURSAgB4e3tLEhMTn23evLlpwYIFTGdn525fX9/OzZs3txoaGio2bNjQsnDhQubVq1f1Z82aJVm/fn2ro6OjLDMzk/Ldd98Z5OfnP1apVMDn8zm+vr7SmTNnDrXr8uXL2y5cuKC/fPnyzr6+PkxWVpbuN998U3f48GFDPT09RUlJyePe3l6Mq6srOyAgQDKyLd70OvzP//zPcxMTE4VcLgdPT09WTk4Omcfj9a1atWpaUlJStbe3d09bWxtWR0dHGRsbawIAUFlZWVZQUEBasGABo7q6ukSdd3FxcamOjo7S2dmZu2jRos5Zs2ZpvBZSqRSbkZGhu2fPnueNjY2ER48e6RQVFZWamJgotmzZYq7pHjh+/LhBXV0dsbS0tIxAIEBTUxOup6cHExERYXP79u0KJycnWVBQEP3AgQNGe/bsaQbQfI/95S9/MfPw8Og6ePBgw/nz5/WSk5MNR5bv888/f37o0CGTe/fuVQEMdijV+3bu3GnG4/F67t69W52WlkZdu3atTXl5eRkAQFVVFSk7O7uio6MDx+FwHD766KMXpaWlxJSUFFpeXl45kUhUrV692urEiRMGW7Zsae3t7cU6ODj0Hj58uF6dvrW1dd9PP/1EEQqFr72P/6xQpAdBEARBkHHX2NiIp1KpQ98zubu7dycnJxtGR0eb5ebmkvX19ZXp6enaAoFAqn4YNjEx0TiYQiQSteFwOHB0dJRZWlrKfv75Z1JYWFj73bt39WQyGebEiROGISEh47IQa0hISDsAgEAg6BGLxUQAgPT0dN0vv/zSlM1mc728vFgymQxTVVWl1d/fjwkJCaH/+jZ/WnV1NUmdjpOTU/doD/lr1qyxYrFYXAcHB87w7aGhoW3/+Mc/aOfOnTMICQlpG3ne7t27LSwsLBwjIiJs9uzZ0zB83/DP2xITE58BAGzbtq21uLi4dMmSJW0ZGRlUV1dXdm9vL8bT07O3pqamePv27Y1tbW14T09PzqNHj0jp6ek6CxYs6NDV1VXq6ekp33333fZ79+69NN5p6dKlndnZ2bq9vb2YlJQUPYFAINXR0VHdvXtX9+LFiwZsNpvr7OzMaW9vx5eVlZFe1xaj+eabb2i/RtC4T548IRUWFpKKiopIxsbGA97e3j0AADQaTUkgECA7O1snNDS0FQDA2dm5z8zMrL+4uJgEAODl5SWZOnWqQkdHR/Xuu++2p6en64zMSywWE9lsNlcgELDnzZvXuWzZMgkAgFAolKjvydHugR9//FE3MjLyBYEwGHgzMTFRFBYWkiwsLGROTk4yAICwsLDWBw8eDLWjpnvsp59+oq5bt64VAGDFihWdurq6bzWwKDc3l/ree++1AgAEBgZKOzo68K2trTgAgHnz5nWQyWSVqampnEajDTx79gx/8+ZNaklJCYXH43HYbDb3wYMHur/88gsRAACHw0FYWFj78PQNDQ3lYrH4tdHFPzMU6UEQBEGQSW6siMxE0dbWVvb39w+9XPX39+/KyMiouHz5sl5YWJjN1q1bm/T19eUYDOa1aY08BoPBAJVKVQqFQsl33303JS0tjZafn182HuUmkUgqAAA8Hq+Sy+UYAACVSgUpKSlVPB5PNvzY6OhoM2Nj44HLly/XKJVKIJPJfPU+CoWiVP/t6OjYe/Xq1aHxOt9+++3ThoYGvIuLy0udHisrKzmBQFBlZGTonjp16umDBw9eekCPjY19Fhoa2v75558bh4WF2ZSWlj5+XX3odPpAVFRUa1RUVCuDwbDPy8sjC4XCHj09PeXatWs71q5d2xEaGgpXr17Vw+Fwrx3XQ6FQVO7u7tIrV67oXrhwQX/lypVtv7YR5tChQ09FIpFk+PHXr1+nDm+LN1FeXq519OhRk/z8/MdGRkYKkUhE7+vrw6pUKsBgMK+UcfinYCNpundGUo/pGbl9eLlHuwc0lWms8gBovscAALDY3x6L0JSnulzDI4Y4HA7kcjlGpVJhgoODW//v//7v+cjztLS0lCPH4clkMuzbXsc/GxTpQRAEQRBk3BkZGSkUCgWmp6cHAwBQWVmpZW5uPvDhhx+2rF69uuXRo0cUHx+f7pycHGp5ebkWwOC4BE1pXblyRV+hUEBpaSlRLBYTeTxeHwBAZGRkS0xMjCWPx+tWv5G/d+8eJSgoiD6edfHx8ZEcOnTIRKkcfObLysoiAwB0dnbiTE1NB3A4HBw7dsxgtFm/AgICpDKZDBMfH2+k3tbV1aXxGWzv3r3PP/vss2ejTf6Aw+Fg9+7dzUqlEnP58mXdscqdkpKiK5PJMAAAT58+xXd0dOCsra37b9++rf3ixQscwOBniJWVlSQ6nd4/Z86crhs3bkyRSqVYiUSCvXHjhr6Pj88rkzysWLGi7cyZM4YPHz6kLlmyRAIAMHfu3M7jx48bqfMrKioiSiQSjXX08PBg1tTUjBo1aG9vx5HJZCWNRlOIxWJ8enq6HgAAj8fra2pq0rp//z7l1+OwAwMD4OXl1XXu3DmaOt+GhgYtJyenPgCABw8e6DY1NeG6urowN27cmOLt7d01VpuNZrR7wM/PT3LixAkj9XiXpqYm3PTp0/ueP3+uVVJSQgQAOHv2rIFQKBxzsgx3d3fpqVOnDAAALl68qCuRSF75t6Cnp6fo6urS+G/E3d1devr0aQOAwY6mvr6+nEajjdpJmT9/vuT69ev6z58/x6vLXVlZqTXa8TU1NURnZ+e+serwZ4ciPQiCIAiCTIhZs2Z13r59W2fx4sXSW7duURMSEqbi8XgVhUJRJCUl1ZiZmckTEhJqg4KC7JRKJRgYGAxkZ2c/GZmOnZ2dTCAQsFpbWwmHDx+uo1AoKgAAoVDYo62trQgPDx/6tK22tpaoHpQ/Uk1NDdHExMRJ/Xv//v1vFAGLi4ur37BhgxWbzeaqVCqMhYWF7N69e1VRUVHNIpFoWmpqqr6Xl5eUTCZrfMjEYrFw7dq16s2bN1smJCRMpdFocgqFovjkk0+ejTx27ty53a8rDxaLhZiYmPqDBw9OVUdWho/podFo8uzs7MqbN2/q7tixw4pIJCoBAPbu3fvMyspKnpaWprdlyxZrAAClUonx8/PrXLt2bTsWi4WQkJDWGTNmcAAA1qxZ82L4eB61oKAgSWRkpI2fn1+HOmqxffv2ltraWqKjoyNHpVJhaDTawI0bN6pHnqtQKKCuro5oZGT0ylRuCoUCSCSSSiAQ9Do4OPQwGAx7KysrGZ/P7wIYjJAkJSVVb9261aqvrw9LIpGUGRkZlTt37mxes2aNNZPJ5OJwOEhMTKxV3wMuLi5dy5cvt6mtrSWJRKLW0cbzvM5o98D27dtfVFZWEtlstj0ej1etXbv2xa5du16cOHGiNjg4eJpCoQAej9ezY8eOF69LXyQS2XK5XI6Hh0eXqanpK58DCgSCXjwer2KxWNyQkJAWPp8/dG3i4+Pr1Z9akslk5ZkzZ2rGyo/P5/ft3r37ua+vL1OpVAKBQFAlJCQ8ZTKZr+QrFovxRCJRZW1t/R89kwHmdSE4BEEQBEH+8xQWFtbyeLxxGefyW2VlZZEPHDgwNTU1dcwHsLGIRCL6woULO8PDw9tH7qutrSXMnj2bVV1dXYLDDb4Aj4iIsFi3bl3reExqgIy/hw8fkhITEw1Pnjz5Uoevt7cXY2Nj41haWlpqYGDw718oBxmyd+9eY11dXeX27dv/rf89eROFhYWGPB6PrmkfivQgCIIgCDIhZs6c2fvw4UOJXC6Ht12r53WOHj1qEBsba75v3z6xusMDAKAexI/8Obm6uva5urq+dI1+XWTTJjw8vBl1eP58pkyZoti0aVPrv7scvxeK9CAIgiDIJPRniPQgCIL8kcaK9KCJDBAEQRAEQRAEmdRQpwdBEARBEARBkEkNdXoQBEEQBEEQBJnUUKcHQRAEQRAEQZBJDXV6EARBEASZEF1dXRhXV1eWXP7KkixjSkpK0tu1a9fU8SxLRUWFFoPBsB+5PSoqyiw1NZU6nnlpIhaL8QEBATYWFhaO9vb2nOnTp7PPnj07BWBwMUkMBsP/8ssvDdXHZ2VlkTEYDH/Pnj0mAINTd5ubmzuy2Wwui8XiXr16dajMAoGARafTHdhsNpfNZnPnz59vCwBQWFhIFAgELDabzbW1tbVfuXKlNQCAVCrFBgYG2jCZTC6DwbDn8/mszs7OMZ8JKRSK8wQ0y6SUkJBgEBoaagUA8MUXXxgdPXrUQL29trZ2aFHW5cuXW+fn55Mmsizm5uaODQ0N+L6+PoyLiwtLvYjqfyM0ZTWCIAiCIBPiyJEjhoGBge1vO131qlWrOgGgc2JK9bLDhw/XT2T6crkcsFgsBAQE2IWEhLReu3atBgCgsrJS69KlS1PUxzEYjN6UlBR99Voo586do7FYrJfWGoqNjX0WHh7efu3aNeqWLVusFy1aVKLed/bs2V9GLry5efNmq61btzatXr26AwAgNzeXDACwb98+Y2Nj44G0tLQagMHOkZaW1oRP5zsRU5f/mfMFANi5c+fQoqTnzp0znD59ei+dTh8AALhw4ULdH1UOEomk8vb2lpw8eZK2cePGtj8q3z8TFOlBEARBEGRCXLx40WDZsmUdAAB1dXUEFxcXFpvN5jIYDPubN2/qAACkpKTocrlcDovF4np4eDABXn5TLhKJ6CEhIVZ8Pp9Fp9MdkpOT9QAA+Hw+Kzs7m6zOa8aMGeycnBzyK4V4DZFIRD99+rQ+wOBb8e3bt5txuVwOk8nkFhQUkAAAJBIJNjg4mO7g4MDhcDjcc+fOTQEYjB7x+XwWl8vlcLlczp07d7QBBiM3bm5uzICAABsWi2V/7do1KoFAUA1/AGYymf0ff/xxs/q3ubl5v0wmw4rFYrxSqYQff/xRz9fXV2PHz9fXt6u5uZmgad9wzc3NBGtr6371b4FA0AsA0NDQQDA3Nx965c/j8WRkMlkFAPDJJ5+YMBgMewaDYf/pp58aj0zz3Xfftb1w4YLe8PY7c+bMFLlcDhERERYODg4cJpPJPXDggKGmthirvOqoBMDg2j0CgYAFABAdHW0WHBxMFwgELAsLC8fY2FhjgMH2t7GxsV+yZAmdyWRy58+fbyuVSrHqtHbs2GHK5/NZp06d0r9y5Yru9OnT2Vwul+Pv72+rjmzdv3+f4uzszGaxWFxHR0dOe3s7tqenB7N06VI6k8nkcjgc7rVr16gAg/flvHnzpgmFQoa1tbVDZGSkhbrs//u//2tAp9MdXF1dWdnZ2Trq7dHR0WZ79uwxOX36tH5JSQklNDTUls1mc7u6ujACgYCVkZFBAQBITEykqSNvGzduNFefT6FQnD/44ANzFovF5fF4bLFYjAcAqK+vx7/zzjvTHBwcOA4ODpzbt29rAwA0NjbiZs6cyeBwONyQkBDr4UvTLF26tOP8+fO0sa7BZIYiPQiCIAgyya27us6ypLmEMp5pOhg79JxadEo82v6+vj6MWCwmslisfgCAU6dO0Xx9fTvj4+Mb5XI5SKVSbH19PX7Lli309PT0cjab3d/U1ITTlJZYLCbm5uZWlJWVEf38/FiLFi0qDgsLazl58qShp6enuKioiNjf349xc3Pr1XT+2zA0NJSXlZU9jouLM4qLizO5cOFC3a5du0x9fHwkly5dqm1pacG5uLhwAgMDJWZmZvLMzMxKCoWiKi4uJq5cudK2pKTkMQBAUVGRdkFBQSmbze6PjY01dnJy6nld3osXL27/9ttv9V1cXHocHR17iESixujL5cuX9fz8/DqGbwsNDbUlkUhKAABvb29JYmLis82bNzctWLCA6ezs3O3r69u5efPmVkNDQ8WGDRtaFi5cyLx69ar+rFmzJOvXr291dHSUZWZmUr777juD/Pz8xyqVCvh8PsfX11c6c+bMoXZdvnx524ULF/SXL1/e2dfXh8nKytL95ptv6g4fPmyop6enKCkpedzb24txdXVlBwQESEa2xW+9LlVVVaTs7OyKjo4OHIfDcfjoo49eAADU1taSEhMTa+fNm9cdHBxMP3DggNGnn37aBABAIpGU+fn5FQ0NDfiAgIBpGRkZlbq6usqPP/546meffWYSGxvbuGrVqmlJSUnV3t7ePW1tbVgdHR1lbGysCQBAZWVlWUFBAWnBggWM6urqEgCAsrIySmFhYRmZTFba2dk57Nixo4lAIEBcXJxZfn7+YxqNpvD09GQ5ODi8dL3Dw8Pbjx8/bnzw4EHxyIhcbW0t4ZNPPjHPz89/bGRkJBcKhcxvv/12ypo1azp6e3uxHh4eXUeOHHkeGRlpceTIEaMvvviiISIiwjI6OrrpnXfe6Xry5InWO++8w/jll19K//KXv5h5eHh0HTx4sOH8+fN6ycnJQ59Murq69hYVFWn/1mvwnw51ehAEQRAEGXeNjY14KpU6NJjH3d29OyIigj4wMIBdunRpu6enZ+8PP/xAFQgEUvXDsImJiUJTWiKRqA2Hw4Gjo6PM0tJS9vPPP5PCwsLaDxw4YCqTyZ6dOHHCMCQkZFwWYg0JCWkHABAIBD1paWn6AADp6em6t27dmpKQkDAVAEAmk2Gqqqq0rK2tB9577z3rsrIyMhaLhbq6OqI6HScnp+7RHvLXrFljlZubq0MgEFTqThIAQGhoaJtIJJpWXl5ODgkJaXvw4IHO8PN2795t8de//tWira0Nf//+/cfD92n6vG3btm2tixYtkqSmpupeu3ZtypkzZ4zKysrKPD09e2tqaopTU1N179y5o+vp6cm5f/9+eXp6us6CBQs6dHV1lQAA7777bvu9e/eowzs9S5cu7dy5c6dVb28v5vLly3oCgUCqo6Ojunv3rm55eTlF3WZSqRRXVlZG0tLSUo3VFm9q3rx5HWQyWUUmk+U0Gm3g2bNneACAqVOn9s+bN6/713ZtTUhIMAaApl/bsx0AID09Xbu6upokEAjYAAADAwMYPp/fVVRURDI2Nh7w9vbuAQCg0WhKAIDs7GydDz74oBkAwNnZuc/MzKy/uLiYBADg5eUlMTAwUAAA2NnZ9VVXVxObm5vx7u7uUjMzMzkAwJIlS9oqKyvfeKzOgwcPtIefv3z58rb79+/rrFmzpoNAIKhWrFjRCQDA5/O77969qwsAkJWVpfvkyZOhyGZXVxeuvb0d+9NPP1GvXLlSBQCwYsWKzoiIiKF/U3g8HggEgqq9vR2rr6+vfOuL8B8OdXoQBEEQZJIbKyIzUbS1tZX9/f1Dn9H7+/t3ZWRkVFy+fFkvLCzMZuvWrU36+vpyDAbz2rRGHoPBYIBKpSqFQqHku+++m5KWlkbLz88vG49yk0gkFQAAHo9XyeVyDACASqWClJSUKh6PJxt+bHR0tJmxsfHA5cuXa5RKJZDJZL56H4VCGXqodHR07L169aq++ve33377tKGhAe/i4sIZnp6VlZWcQCCoMjIydE+dOvV0ZKcnNjb2WWhoaPvnn39uHBYWZlNaWvpSx0cTOp0+EBUV1RoVFdXKYDDs8/LyyEKhsEdPT0+5du3ajrVr13aEhobC1atX9XA43GvH9VAoFJW7u7v0ypUruhcuXNBfuXJl269thDl06NBTkUgkGX789evXqcPbYiw4HE6lVA4e2tvb+9IQjOFRLxwOB+pro+neUKNSqcpfywZeXl4S9XgqtZycHDIGg3mlzsM/CRtp+NgnHA6nGhgY0FiOtzFWfng8XoXFYtV/w/B7Mi8v77GOjs4rJ6uP12RgYABDoVAmfPzWnxEa04MgCIIgyLgzMjJSKBQKTE9PDwZgcOC+ubn5wIcfftiyevXqlkePHlF8fHy6c3JyqOXl5VoAAKN93nblyhV9hUIBpaWlRLFYTOTxeH0AAJGRkS0xMTGWPB6vWx0lunfvHiUoKIg+nnXx8fGRHDp0yET9QJ6VlUUGAOjs7MSZmpoO4HA4OHbsmIFCoTFQBQEBAVKZTIaJj483Um/r6urS+Ay2d+/e55999tmz0Qbe43A42L17d7NSqcRcvnxZd6xyp6Sk6MpkMgwAwNOnT/EdHR04a2vr/tu3b2u/ePECBzD4GWJlZSWJTqf3z5kzp+vGjRtTpFIpViKRYG/cuKHv4+MjHZnuihUr2s6cOWP48OFD6pIlSyQAAHPnzu08fvy4kTq/oqIiokQi0VhHDw8PZk1NzStjkiwsLPqzsrIoAAAXL17Uf/XMVzU0NGjdvXtXGwDgu+++o3l6enaNPGb27NndeXl5OiUlJUSAwdnrioqKiDwer6+pqUnr/v37FACA9vZ27MDAAHh5eXWdO3eOpq5HQ0ODlpOTU99oZZg1a1b3Tz/9RG1sbMTJZDLMP/7xD41l19HRUXR2dr5yj8+aNas7JyeH2tDQgJfL5XDp0iXa7NmzX6nHcF5eXpL4+PihMVfq8W3u7u7SU6dOGQAAXLx4UVcikQzl19jYiNPX15eP9tnkZIciPQiCIAiCTIhZs2Z13r59W2fx4sXSW7duURMSEqbi8XgVhUJRJCUl1ZiZmckTEhJqg4KC7JRKJRgYGAxkZ2c/GZmOnZ2dTCAQsFpbWwmHDx+uU7+pFgqFPdra2orw8PChT9tqa2uJ6kH5I9XU1BBNTEyc1L/379//RhGwuLi4+g0bNlix2WyuSqXCWFhYyO7du1cVFRXVLBKJpqWmpup7eXlJyWSyxogGFouFa9euVW/evNkyISFhKo1Gk1MoFMUnn3zybOSxc+fO7X5debBYLMTExNQfPHhwqjqyMnxMD41Gk2dnZ1fevHlTd8eOHVZEIlEJALB3795nVlZW8rS0NL0tW7ZYAwAolUqMn59f59q1a9uxWCyEhIS0zpgxgwMAsGbNmhfDP21TCwoKkkRGRtr4+fl1qCNj27dvb6mtrSU6OjpyVCoVhkajDdy4caN65LkKhQLq6uqIRkZGr8xjvmfPnvrIyEh6fHz8AJ/Pf207AADY2tr2nTp1ymDTpk3WNjY2sh07drwYeYyZmZk8MTGxdsWKFbb9/f0YAIC//e1vz52cnGRJSUnVW7duterr68OSSCRlRkZG5c6dO5vXrFljzWQyuTgcDhITE2tHu6cAAKytrQdiYmLq3d3dOUZGRgNOTk49CoXildBPaGhoywcffGD90UcfKfPy8h4PP3/Pnj3Pvb29mSqVCuPr69upnnFvNF999ZX4/ffft2IymVyFQoFxc3OTenp6Po2Li6sXiUS2XC6X4+Hh0WVqajr0WeEPP/ygO9rkGP8NMGOF1BAEQRAE+c9UWFhYy+PxxmWcy2+VlZVFPnDgwNTU1NSa1x+tmUgkoi9cuLAzPDy8feS+2tpawuzZs1nV1dUlONzgC+2IiAiLdevWtY7HpAbI+Hv48CEpMTHR8OTJk690+N5WRUWF1sKFCxlPnjwpHY+yTXbz5s2bduDAgWcjP9OcTAoLCw15PB5d0z4U6UEQBEEQZELMnDmz9+HDh5KJWCfl6NGjBrGxseb79u0Tqzs8AACJiYm/+2EamTiurq59rq6u6Br9wfr6+jCBgYEdk7nD8zoo0oMgCIIgk9CfIdKDIAjyRxor0oMmMkAQBEEQBEEQZFJDnR4EQRAEQRAEQSY11OlBEARBEARBEGRSQ50eBEEQBEEQBEEmNdTpQRAEQRBkQnR1dWFcXV1ZcvkrS7KMKSkpSW/Xrl1Tx7MsFRUVWgwGw37k9qioKLPU1FTqeOalCYVCcX5deaKjo8327NljAgDwz3/+U9vJyYnNZrO5tra29tHR0WZjpZ+QkGAQGhpqNf4ln5wEAgErIyODAgDg7e1t19LSgmtpacHFxcUNLSBbW1tLmD9/vu1EluP69etUHx8fOwCA5ORkve3bt495nZHfDnV6EARBEASZEEeOHDEMDAxsf9vpqletWtW5b9++xgkq1ksOHz5cv3jxYulEpf+2HT619957zyYxMbGuvLy8rLKysnTVqlVt41w0jQYGBv6IbF7yW9tovNy/f7/K0NBQ0draivv73/9urN5Op9MHbt68+csfVY7ly5d33rx5c4pUKkXP5xMANSqCIAiCIBPi4sWLBsuWLesAAKirqyO4uLiw2Gw2l8Fg2N+8eVMHACAlJUWXy+VyWCwW18PDgwnwctRCJBLRQ0JCrPh8PotOpzskJyfrAQDw+XxWdnY2WZ3XjBkz2Dk5OeRXCvEaIpGIfvr0aX0AAHNzc8ft27ebcblcDpPJ5BYUFJAAACQSCTY4OJju4ODA4XA43HPnzk0BGIzW8Pl8FpfL5XC5XM6dO3e0AQbf3ru5uTEDAgJsWCzWK9GlN9HW1oa3srIaAADA4/HA5/P7AACamppwfn5+05hMJpfH471S59bWVpy5ubmjQqEAAACpVIqdOnWqk0wmw5SWlhKFQiHD3t6ew+fzWer6iUQi+vvvv2/h5ubG3LRpk8VoZRoelQAACA0NtUpISDAYq+2io6PNFi9ebOPu7s60trZ2OHTokKGmNpLL5RAREWHh4ODAYTKZ3AMHDhiq89m9e7cJk8nkslgs7qZNm8wBALKzs8k8Ho/NZDK5c+fOnfbixQscwGAEZ+PGjeaOjo4cOp3uoL7Purq6MAsXLrRlMpncd99917avrw+jTt/c3NyxoaEB/+GHH1qIxWIim83mRkREWAyPxvX09GCWLl1KZzKZXA6Hw7127RoVYPBenTdv3jShUMiwtrZ2iIyMHGq/K1eu6E6fPp3N5XI5/v7+tp2dnViAwXvexsbGns/ns1JSUqaoj8diseDp6Sm9cOGC3pveJ8ibQ4uTIgiCIMgkt+7qOsuS5hLKeKbpYOzQc2rRKfFo+/v6+jBisZjIYrH6AQBOnTpF8/X17YyPj2+Uy+UglUqx9fX1+C1bttDT09PL2Wx2f1NTE05TWmKxmJibm1tRVlZG9PPzYy1atKg4LCys5eTJk4aenp7ioqIiYn9/P8bNza3399bL0NBQXlZW9jguLs4oLi7O5MKFC3W7du0y9fHxkVy6dKm2paUF5+LiwgkMDJSYmZnJMzMzKykUiqq4uJi4cuVK25KSkscAAEVFRdoFBQWlbDa7/7eUY8OGDU0cDsfBzc1NOm/evM7Nmze3UigU1c6dO814PF7P3bt3q9PS0qhr1661KS8vL1OfZ2BgoGCz2T03btygBgQESM+fP6/n7e3dSSQSVe+//771V199Vefo6Cj78ccftTdu3Gj1008/VQIAVFdXk7Kysip/zyKymtoOAODx48fk/Pz8x1KpFOfs7MwViUSdI9vo4MGDhnp6eoqSkpLHvb29GFdXV3ZAQICkqKiI9P333+vn5+eXU6lUpfoeCQsLs/nyyy+fvvvuu11RUVFmMTExZqdODd6PcrkcU1xc/PjChQt6n376qdn8+fMrDx48aEwmk5WVlZVlOTk55JkzZ3JHlv/QoUPPFi5cSFa3Z0VFhZZ6X3x8vDEAQGVlZVlBQQFpwYIFjOrq6hIAgLKyMkphYWEZmUxW2tnZOezYsaNJW1tbtW/fPtOMjIxKXV1d5ccffzz1s88+M/n0008bt2zZQr9z506Fvb29bOHChS99Pufi4tKdmZmp8/7777f/5guBaIQiPQiCIAiCjLvGxkY8lUod+m7J3d29Ozk52TA6OtosNzeXrK+vr0xPT9cWCARSdcfAxMREoSktkUjUhsPhwNHRUWZpaSn7+eefSWFhYe13797Vk8lkmBMnThiGhISMy0KsISEh7QAAAoGgRywWEwEA0tPTdb/88ktTNpvN9fLyYslkMkxVVZVWf38/JiQkhM5kMrnBwcHTqqurSep0nJycusfq8GAwmDG3Hzx4sOFf//rXYz8/P8nFixcNZs+ezQQAyM3Npb733nutAACBgYHSjo4OfGtr60udxeDg4Pbk5GR9AICLFy/SVqxY0d7Z2YktKCjQCQ4OnsZms7mbNm2ybm5uJqjPWbJkyVt/hjiSprYDAPD39+/Q0dFRmZqayj08PCSZmZnaAC+30d27d3UvXrxowGazuc7Ozpz29nZ8WVkZ6c6dO7qrV69uoVKpSoDBe6S1tRUnlUpx7777bhcAwPr161t/+uknneH1BwDw9PTsfvbsmRYAwIMHD3TWrFnTCgDg5ubWy2Qye96mbtnZ2TqhoaGtAADOzs59ZmZm/cXFxSQAAC8vL4mBgYGCQqGo7Ozs+qqrq4np6ena1dXVJIFAwGaz2dzz588bPH36VOvnn38mWVhYyBwdHWVYLBZWrVrVOjyfqVOnyhsbG7U0lQH5fVCkB0EQBEEmubEiMhNFW1tb2d/fP/Ry1d/fvysjI6Pi8uXLemFhYTZbt25t0tfXl4/28D/cyGMwGAxQqVSlUCiUfPfdd1PS0tJo+fn5ZaOc/lZIJJIKAACPx6vkcjkGAEClUkFKSkoVj8eTDT82OjrazNjYeODy5cs1SqUSyGQyX72PQqEox8rHxMRE3tnZ+VJnpa2tDWdjYzOUh729vcze3v5FdHT0CwMDg+mNjY04lUr1SloYDOaljStXruz49NNPzZuamnAlJSWUgIAAiUQiwVKpVPnwqNBwOjo6Y5YXAIBAIKiUyv//MJlM9tKF0dR2v5ZvZHkB4OU2UqlUmEOHDj0ViUSS4cfeuHFD903ukVHKAQqFYtRyvA1N7a6mpaU1tBOHw6kGBgYwKpUKvLy8JNeuXasZfmx2djZ5rHL09vZiSCTSa68F8vZQpAdBEARBkHFnZGSkUCgUmJ6eHgwAQGVlpZa5ufnAhx9+2LJ69eqWR48eUXx8fLpzcnKo5eXlWgCD41U0pXXlyhV9hUIBpaWlRLFYTOTxeH0AAJGRkS0xMTGWPB6vWx0lunfvHiUoKIg+nnXx8fGRHDp0yET9wJ+VlUUGAOjs7MSZmpoO4HA4OHbsmIF6HM2b0NPTUxobGw9cvXqVCjBY9/T0dL05c+Z0AQCcP39eT51fcXExCYfDqQwNDRXu7u7S06dPGwAMjovR19eX02g05ci0eTxed0REhJWvr28nHo8HGo2mtLCw6D916pQ+AIBSqYR//etfGsdAjdaG06ZNk1VVVZF7e3sxra2tuAcPHui+SV1/+OGHKT09PZjGxkbcTz/9RPXy8uoeeczcuXM7jx8/bqTuSBUVFRElEgl2/vz5km+//dZQPbi/qakJZ2BgoNDV1VWox+v8/e9/N/Dw8OgaqwxeXl5d586dowEAPHz4kFRZWfnK5556enqK7u5ujc/Gw88vKioiNjQ0aDk5OfWNlt/s2bO78/LydEpKSogAg2OrioqKiNOnT+979uyZVmlpKREA4Pz587Th51VUVJDs7e1/92eayKtQpAdBEARBkAkxa9asztu3b+ssXrxYeuvWLWpCQsJUPB6volAoiqSkpBozMzN5QkJCbVBQkJ1SqQQDA4OB7OzsJyPTsbOzkwkEAlZrayvh8OHDdRQKRQUAIBQKe7S1tRXh4eFDn7bV1tYSyWSyxtfyNTU1RBMTEyf17/37979RBCwuLq5+w4YNVmw2m6tSqTAWFhaye/fuVUVFRTWLRKJpqamp+l5eXlIymTzqG/q+vj7s8Lw3btzY9M0339Rs2rTJKiYmxhIAICYmpt7e3l4GAHDu3DmDv/zlL5YkEkmJx+NVJ0+erMHj8RAfH1+v/qSOTCYrz5w5U6Mpv2XLlrWvW7fO9vr16xXqbcnJyb+sX7/eOj4+3lQul2OCgoLaPDw8XnnAHq0N7ezsBgICAto5HI69jY1Nn729/Rt9Iubs7Nzt6+vLqK+v19qxY0cDnU4fKCkpIQ0/Zvv27S21tbVER0dHjkqlwtBotIEbN25UL126VPLo0SPK9OnTOQQCQeXn59d59OjR56dPn67ZuHGj9datW7FWVlay5OTk2rHKsGPHjuYVK1bYMJlMrr29fY+jo+MrHa+pU6cq+Hx+F4PBsJ8zZ05ndHR0s3rfzp07m9esWWPNZDK5OBwOEhMTa0e7zwAAzMzM5ImJibUrVqyw7e/vxwAA/O1vf3vu5OQkO3LkSN3ChQvtaDSa3M3Nrevx48dDnc+MjAxqfHz88zdpV+TtYMYK1yEIgiAI8p+psLCwlsfjjcs4l98qKyuLfODAgampqakaH8zfhEgkoi9cuLAzPDz8lYHdtbW1hNmzZ7Oqq6tLcLjBIFFERITFunXrWsdjUoP/VuPZhtHR0WY6OjqKTz/9tGk8yjaZicVi/LJly2z/9a9/Vf67y/KfqrCw0JDH49E17UORHgRBEARBJsTMmTN7Hz58KJHL5fB7B8mPdPToUYPY2Fjzffv2idUdHgCAxMTEZ+Oa0X8h1Ib/Hr/88ovWoUOH/vDxd/8tUKQHQRAEQSahP0OkB0EQ5I80VqQHTWSAIAiCIAiCIMikhjo9CIIgCIIgCIJMaqjTgyAIgiAIgiDIpIY6PQiCIAiCIAiCTGqo04MgCIIgyITo6urCuLq6suRy+Vudl5SUpLdr166p41mWiooKLQaDYT9ye1RUlFlqaip1PPPSBIfD8dlsNpfBYNj7+/vbqhfbfPr0KX7hwoW2lpaWDtOmTbP39va2KyoqIgIAFBcXE318fOwsLS0d7O3tOW5ubswffvhBB2BwemMfHx87FovFVZ83Vv6j1X+8mZubOzY0NOABACgUivPryhAdHW22Z88eE4DB6cnNzc0d2Ww2l8vlcu7evas90eV9nYSEBIPQ0FArAIAvvvjC6OjRowbq7bW1tQT1ccuXL7fOz88njZbOeMjNzSWLRCL6ROYxmaEpqxEEQRAEmRBHjhwxDAwMbH/b6apXrVrVCQCdE1Oqlx0+fLh+ItNXT9dNJBKV5eXlZQAAgYGBNocOHTLas2dPU2BgoF1ISEjr9evXfwEAyM7OJtfX1xPs7Oz6AwICGJ9//rn41/aAhw8fkv71r39p+/v7d8XExJjPmTNH8te//rUZACAnJ4c8einGz8DAABAIhNcf+BvFxsY+Cw8Pb79y5Yrupk2brCsrK8uG75+I6c/f1M6dO1+o/z537pzh9OnTe+l0+gAAwIULF+omMu+BgQEQCAS9DQ0NWk+ePNFiMBj9E5nfZIQiPQiCIAiCTIiLFy8aLFu2rAMAoK6ujuDi4sJSRztu3rypAwCQkpKiy+VyOSwWi+vh4cEEePntukgkooeEhFjx+XwWnU53SE5O1gMA4PP5rOzs7KEH/RkzZrB/y4O/SCSinz59Wh9gMEqxfft2My6Xy2EymdyCggISAIBEIsEGBwfTHRwcOBwOh3vu3LkpAIORCz6fz+JyuRwul8u5c+eONgDA9evXqW5ubsyAgAAbFov1SnTFy8urq6qqinj9+nUqHo9XDX+Y9vT07J0/f35XYmKiwYwZM7rUHR4AAFdX176tW7e2AgA0NjYSLC0thx581QuJKpVKiIiIsGAwGPZMJpP79ddf64/M38nJiZ2XlzcUlRAIBKzMzEzKaPVMSEgw8Pf3t50zZ46dUChkvm0b/xbz58+XisViIsDgddmxY4cpn89nnTp1Sv/KlSu606dPZ3O5XI6/v79tZ2cnFgDg/v37FGdnZzaLxeI6Ojpy2tvbsT09PZilS5fSmUwml8PhcK9du0ZV12nevHnThEIhw9ra2iEyMtJCnff//u//GtDpdAdXV1dWdna2jnq7Oip1+vRp/ZKSEkpoaKgtm83mdnV1YQQCASsjI4MCAJCYmEhjMplcBoNhv3HjRnP1+RQKxfmDDz4wZ7FYXB6PxxaLxXgAgPr6evw777wzzcHBgePg4MC5ffu2tjq/lStXWs+cOZOxZMkSGwAAf3//jm+++eaVa4q8Hor0IAiCIMgkt+7qOsuS5hLKeKbpYOzQc2rRqVEXUuzr68OIxWIii8XqBwA4deoUzdfXtzM+Pr5RLpeDVCrF1tfX47ds2UJPT08vZ7PZ/U1NTThNaYnFYmJubm5FWVkZ0c/Pj7Vo0aLisLCwlpMnTxp6enqKi4qKiP39/Rj1g//vYWhoKC8rK3scFxdnFBcXZ3LhwoW6Xbt2mfr4+EguXbpU29LSgnNxceEEBgZKzMzM5JmZmZUUCkVVXFxMXLlypW1JScljAICioiLtgoKCUjab/dIb+YGBAbh165buvHnzJEVFRWQej9ejqRylpaUkZ2dnjfsAADZv3twcFhZme/z48Z7Zs2dLNm7c2Eqn0wfOnj07pbi4mPz48ePShoYGvEAg4MybN69r+LkikagtKSmJ5uLiUl9XV0dobm4mCIXCni1btphrqicAwKNHj3SKiopKTUxMFL+3jd/E+fPnpzAYjKHrSSKRlPn5+RUNDQ34gICAaRkZGZW6urrKjz/+eOpnn31mEhsb27hq1appSUlJ1d7e3j1tbW1YHR0dZWxsrAkAQGVlZVlBQQFpwYIFjOrq6hIAgLKyMkphYWEZmUxW2tnZOezYsaOJQCBAXFycWX5+/mMajabw9PRkOTg4vHQdwsPD248fP2588OBB8axZs17aV1tbS/jkk0/M8/PzHxsZGcmFQiHz22+/nbJmzZqO3t5erIeHR9eRI0eeR0ZGWhw5csToiy++aIiIiLCMjo5ueuedd7qePHmi9c477zB++eWXUgCAoqIiSk5OTrmOjo4KAMDNza07Li7OFACaJvgSTDoo0oMgCIIgyLhrbGzEU6nUocE87u7u3cnJyYbR0dFmubm5ZH19fWV6erq2QCCQqjsGoz1Qi0SiNhwOB46OjjJLS0vZzz//TAoLC2u/e/eunkwmw5w4ccIwJCRkXBZiDQkJaQcAEAgEPepIQ3p6uu6XX35pymazuV5eXiyZTIapqqrS6u/vx4SEhNCZTCY3ODh4WnV19VD0xMnJqXt4h0cmk2HZbDbX0dGRa2Fh0b9t27a3Ku/cuXOnMRgM+3nz5k37tU0kVVVVxeHh4S0VFRVkPp/Pra+vx2dmZlKXLVvWhsfjwdLSUu7m5tb14MGDlzq8oaGh7WlpafoAAGfPntUPCAhoH6ueAABCoVDyezs8GAzmtdt3795twWazuSdPnjT8+9//Xju8zL+WUbu6upokEAjYbDabe/78eYOnT59qFRUVkYyNjQe8vb17AABoNJqSQCBAdna2TmhoaCsAgLOzc5+ZmVl/cXExCQDAy8tLYmBgoKBQKCo7O7u+6upqYkZGhra7u7vUzMxMTiKRVEuWLGl7mzo+ePBg6HwCgQDLly9vu3//vg4AAIFAUK1YsaITAIDP53fX1dVpAQBkZWXpbtu2zYrNZnMDAgLsurq6cO3t7VgAgPnz53eoOzwAAKampvKmpqaJ+75wEkORHgRBEASZ5MaKyEwUbW1tZX9//9DLVX9//66MjIyKy5cv64WFhdls3bq1SV9fXz7ag/BwI4/BYDBApVKVQqFQ8t13301JS0uj5efnl41y+lshkUgqAAA8Hq+Sy+UYAACVSgUpKSlVPB5PNvzY6OhoM2Nj44HLly/XKJVKIJPJfPU+CoWiHH7s8DE9ao6Ojr2pqakaP1Wyt7fvy8zMHPq06s6dO9UZGRmUHTt2WKq3mZiYKCIjI9siIyPbfHx87G7fvq2jUqk0JfcSGxubgSlTpshzcnLIV65coSUmJtaNVc8HDx5oj6zPb2FiYiLv7Ox8KZrX1taGs7GxGcpPPaZn5LlUKlWpLqOXl5fk2rVrNcP35+TkkDEYzCuVH6s9tLS0hnbicDjVwMAABmD0ztmbGCs/PB6vwmKx6r9h+P2Vl5f3eHjnRk1bW/uldu/t7cWSSKTffS3+G6FID4IgCIIg487IyEihUCgwPT09GACAyspKLXNz84EPP/ywZfXq1S2PHj2i+Pj4dOfk5FDLy8u1AABG+7ztypUr+gqFAkpLS4lisZjI4/H6AAAiIyNbYmJiLHk8Xrc6CnHv3j1KUFAQfTzr4uPjIzl06JCJUjn4rJmVlUUGAOjs7MSZmpoO4HA4OHbsmIFC8XaBkICAAGl/fz/m0KFDhupt9+/fp3z//fc669evb83Ly9NJSkrSU+/r7u4eem5LS0ujqmeAa29vx9bV1RFtbGz6vb29pSkpKTS5XA719fX43NxcHaFQ2D0y76VLl7bt27dvqlQqxQkEgt6x6qmJjY3NW88Ep6enpzQ2Nh64evUqFWDweqenp+vNmTOn63Xnqs2ePbs7Ly9Pp6SkhAgAIJVKsUVFRUQej9fX1NSkdf/+fQrAYJsMDAyAl5dX17lz52gAAEVFRcSGhgYtJyenvtHSnzVrVvdPP/1EbWxsxMlkMsw//vEPjZ1SHR0dxcgOnPr8nJwcakNDA14ul8OlS5dos2fPHrN+Xl5ekvj4eGP17+Fj1UYqKysjslis3/0Z538jFOlBEARBEGRCzJo1q/P27ds6ixcvlt66dYuakJAwFY/HqygUiiIpKanGzMxMnpCQUBsUFGSnVCrBwMBgIDs7+8nIdOzs7GQCgYDV2tpKOHz4cB2FQlEBAAiFwh5tbW1FeHj40KditbW1RDKZrPF1e01NDdHExMRJ/Xv//v1vFAGLi4ur37BhgxWbzeaqVCqMhYWF7N69e1VRUVHNIpFoWmpqqr6Xl5eUTCa/1Rt4LBYLaWlp1Zs2bbI8fPjwVCKRqLKwsJAdOXJErKOjo7p69WpVVFSURUxMjJWhoeGAtra2YteuXfUAAA8fPqRs377dCofDqVQqFWbNmjUt3t7ePUKhsCc7O1uHw+HYYzAY1d69e59ZWVnJKyoqtIbnvXr16va//vWvVtu2bRuavW60eo4sd0NDA16lUr02HNLX14cd3t4bN25s+uabb2o2bdpkFRMTYwkAEBMTU29vby8bPZWXmZmZyRMTE2tXrFhh29/fjwEA+Nvf/vbcyclJlpSUVL1161arvr4+LIlEUmZkZFTu3Lmzec2aNdZMJpOLw+EgMTGxdrT7AwDA2tp6ICYmpt7d3Z1jZGQ04OTk1KNQKF6pa2hoaMsHH3xg/dFHHynz8vIeDz9/z549z729vZkqlQrj6+vbuXr16o6x6vTVV1+J33//fSsmk8lVKBQYNzc3qaen51NNx/7444+6Cxcu/ENmNpxsMG8SBkUQBEEQ5D9LYWFhLY/HG5dxLr9VVlYW+cCBA1NTU1NrXn+0ZiKRiL5w4cJOTZ881dbWEmbPns2qrq4uweEGX7pHRERYrFu3rnU8JjVANEtOTtarrq4m7t69u/nfXZb/Jr29vRh3d3dWXl5e+UROG/6frLCw0JDH49E17UORHgRBEARBJsTMmTN7Hz58KJmItVWOHj1qEBsba75v3z6xusMDAJCYmPhsXDNCXrFy5UoUafg3qKqq0vr888+fow7Pb4MiPQiCIAgyCf0ZIj0IgiB/pLEiPWgiAwRBEARBEARBJjXU6UEQBEEQBEEQZFJDnR4EQRAEQRAEQSY11OlBEARBEARBEGRSQ50eBEEQBEEmRFdXF8bV1ZUll8vf6rykpCS9Xbt2TR3PslRUVGgxGIxXFtSMiooyS01NpY5nXprgcDg+m83mMhgMe39/f1v1wqJPnz7FL1y40NbS0tJh2rRp9t7e3nZFRUVEAIDi4mKij4+PnaWlpYO9vT3Hzc2N+cMPP+gAAIjFYryPj48di8Xiqs8bK//R6j/ezM3NHRsaGsZtqr7o6GizPXv2mIzcXltbS5g/f74tAMD169epVCp1OofD4dra2tp/+OGHpuOV/+9BoVCcAV4ua3Z2NvnChQtDC85OxL2uiaenJ/PFixcaF//9b4E6PQiCIAiCTIgjR44YBgYGtr/tdNWrVq3q3LdvX+MEFeslhw8frl+8eLF0otJXd/iIRKKyvLy87MmTJ6UEAkF16NAhI6VSCYGBgXazZs2SisXikurq6tL9+/c/r6+vJ/T09GACAgIY77///guxWFxSWlr6+OjRo0+fPHlCBACIiYkxnzNnjqSioqKsurq69Isvvng+UXUYbmBg4I/I5rXodPrAzZs3f1H/dnFx6Xr8+HHZzz///DglJcUgMzOTMvz4f2e5h5c1Ly+P8v333w91eib6XlcqlaBQKGDlypWtBw8eNJqofP4ToE4PgiAIgiAT4uLFiwbLli3rAACoq6sjuLi4sNTRjps3b+oAAKSkpOhyuVwOi8Xienh4MAEAEhISDEJDQ60ABhcnDQkJseLz+Sw6ne6QnJysBwDA5/NZ2dnZZHVeM2bMYOfk5JBfKcRriEQi+unTp/UBBqMU27dvN+NyuRwmk8ktKCggAQBIJBJscHAw3cHBgcPhcLjnzp2bAjAYPeHz+Swul8vhcrmcO3fuaAMMRh7c3NyYAQEBNiwW65XoipeXV1dVVRXx+vXrVDwer9q5c+cL9T5PT8/e+fPndyUmJhrMmDGja9WqVUNr4ri6uvZt3bq1FQCgsbGRYGlp2a/ep16MValUQkREhAWDwbBnMpncr7/+Wn9k/k5OTuy8vDyS+rdAIGBlZmZSRqtnQkKCgb+/v+2cOXPshEIh803b1s/Pb5q9vT3Hzs7O/uDBg4bq7ZqueVNTE87Pz28ak8nk8ni8l65lUVERxd3dnWltbe1w6NAhQ3Xba4pc6erqKh0dHXsqKiqI0dHRZitXrrSeOXMmY8mSJTb19fX4d955Z5qDgwPHwcGBc/v2bW0AgM7OTuzSpUvpTCaTy2QyuWfOnJkCAJCYmEhjMplcBoNhv3HjRnN1HhQKxfmDDz4wZ7FYXB6PxxaLxXgAgPLycq3p06ezHRwcONu2bTNTH68ua19fH2b//v1m165d02ez2dyvv/5af/i9XllZqeXh4cFkMplcDw8P5pMnT7QABu/RsLAwS2dnZ7aFhYWj+n4FAPjrX/9q4uDgwGEymdzt27ebqfOztbW1X716tZW9vT23urpaa8WKFR1XrlwxeNNrNxmhxUkRBEEQZJJbd3WdZUlzCeX1R745B2OHnlOLTolH29/X14cRi8VEFovVDwBw6tQpmq+vb2d8fHyjXC4HqVSKra+vx2/ZsoWenp5ezmaz+5uamjR+fiMWi4m5ubkVZWVlRD8/P9aiRYuKw8LCWk6ePGno6ekpLioqIvb392PUD/6/h6GhobysrOxxXFycUVxcnMmFCxfqdu3aZerj4yO5dOlSbUtLC87FxYUTGBgoMTMzk2dmZlZSKBRVcXExceXKlbYlJSWPAQCKioq0CwoKStlsdv/w9AcGBuDWrVu68+bNkxQVFZF5PF6PpnKUlpaSnJ2dNe4DANi8eXNzWFiY7fHjx3tmz54t2bhxYyudTh84e/bslOLiYvLjx49LGxoa8AKBgDNv3ryu4eeKRKK2pKQkmouLS31dXR2hubmZIBQKe7Zs2WKuqZ4AAI8ePdIpKioqNTExUbxpWyYlJdWamJgourq6MM7OztzVq1e3K5VKjKZrvnPnTjMej9dz9+7d6rS0NOratWttysvLywAAHj9+TM7Pz38slUpxzs7OXJFINOriqI2NjbiCggLtTz75pL6srIxcVFREycnJKdfR0VEFBATYREdHN73zzjtdT5480XrnnXcYv/zyS+lf/vIXU11dXUVlZWUZAMCLFy9wtbW1hE8++cQ8Pz//sZGRkVwoFDK//fbbKWvWrOno7e3Fenh4dB05cuR5ZGSkxZEjR4y++OKLhk2bNlm9//77L7Zs2dK6f//+V6IqJBJJ9f/+3/+rz8vL0z579uxTgMEOpXp/ZGSkVUhISOsHH3zQevjwYYONGzda3r17txoAoKmpiZCXl1f+888/k4KCguzCw8Pbr1y5oltVVUUqKip6rFKpwM/Pz+6HH37QsbW17a+trSV9/fXXtefOnXuqTr+/vx/T2NiImzp16htfw8kERXoQBEEQBBl3jY2NeCqVOjSYx93dvTs5OdkwOjraLDc3l6yvr69MT0/XFggEUnXHYLQHapFI1IbD4cDR0VFmaWkp+/nnn0lhYWHtd+/e1ZPJZJgTJ04YhoSEjMtCrCEhIe0AAAKBoEcsFhMBANLT03W//PJLUzabzfXy8mLJZDJMVVWVVn9/PyYkJITOZDK5wcHB06qrq4eiJ05OTt3DOzwymQzLZrO5jo6OXAsLi/5t27a9VXnnzp07jcFg2M+bN2/ar20iqaqqKg4PD2+pqKgg8/l8bn19PT4zM5O6bNmyNjweD5aWlnI3N7euBw8evNThDQ0NbU9LS9MHADh79qx+QEBA+1j1BAAQCoWSt+nwAADEx8ebsFgsLp/P5zQ2NhJKS0tJo13z3Nxc6nvvvdcKABAYGCjt6OjAt7a24gAA/P39O3R0dFSmpqZyDw8PSWZmpvbIvPLy8nQ4HA7X19eXuW3btkYXF5c+AID58+d36OjoqAAAsrKydLdt22bFZrO5AQEBdl1dXbj29nZsRkaG7vbt25vVaRkZGSkePHig7e7uLjUzM5MTCARYvnx52/3793UAAAgEgmrFihWdAAB8Pr+7rq5OC2CwY7h+/fo2AICIiIjWt2krAICCggLtDRs2tAEAbNy4sS0/P19HvS8wMLADh8MBn8/va21tJQAA3Lx5UzcjI0OXy+Vyf43okMrLy0kAAKampv2+vr7dw9M3MDCQP336VOttyzVZoEgPgiAIgkxyY0VkJoq2trayv79/6OWqv79/V0ZGRsXly5f1wsLCbLZu3dqkr68vx2Awr01r5DEYDAaoVKpSKBRKvvvuuylpaWm0/Pz8svEoN4lEUgEA4PF4lVwuxwAAqFQqSElJqeLxeLLhx0ZHR5sZGxsPXL58uUapVAKZTOar91EoFOXwY9VjeoZvc3R07E1NTX3l8zMAAHt7+77MzMyhh947d+5UZ2RkUHbs2GGp3mZiYqKIjIxsi4yMbPPx8bG7ffu2jkqlem0dbWxsBqZMmSLPyckhX7lyhZaYmFg3Vj0fPHigPbI+r3P9+nXq/fv3qXl5eeVUKlUpEAhYvb29WJVK9cr1VOc9EgaDUf36/yO3v3Ksi4tL171796pGbtfW1h4qt0qlgry8vMfqTtDw7SPTHKsd8Xi8CovFqv8G9X0CAIDFYl9/AX4D9X05vGwqlQqioqIaPvroo5c60BUVFVqarpdMJsO87XWcTFCkB0EQBEGQcWdkZKRQKBSYnp4eDMDgeAVzc/OBDz/8sGX16tUtjx49ovj4+HTn5ORQy8vLtQAGx3VoSuvKlSv6CoUCSktLiWKxmMjj8foAACIjI1tiYmIseTxetzpicO/ePUpQUBB9POvi4+MjOXTokIlSOfi8mJWVRQYA6OzsxJmamg7gcDg4duyYgULxdl8NBQQESPv7+zHqcSoAAPfv36d8//33OuvXr2/Ny8vTSUpKGhr03t3dPfTclpaWRlXPANfe3o6tq6sj2tjY9Ht7e0tTUlJocrkc6uvr8bm5uTpCobAbRli6dGnbvn37pkqlUpxAIOgdq56a2NjYjDkTXEdHB05PT09BpVKVBQUFpMLCQu1f89B4zd3d3aWnT582ABjsMOnr68tpNJoSAOCHH36Y0tPTg2lsbMT99NNPVC8vr1fq8ya8vLwk8fHxxurf6jFhs2fPlvzP//zP0PYXL17gZs2a1Z2Tk0NtaGjAy+VyuHTpEm327NldmtJVmzFjRtfXX39NAwD4+uuvNY6f0dXVVXR1dWl8/nZ2du4+efKkPsDgeCIXF5cx8/P395d8++23hp2dnVgAgJqaGsLz5881BjSUSiW8ePGCwGKxZJr2/zdAnR4EQRAEQSbErFmzOm/fvq0DAHDr1i0ql8u153A43KtXr+rv3LmzyczMTJ6QkFAbFBRkx2KxuEFBQbaa0rGzs5MJBALWu+++yzh8+HAdhUJRAQAIhcIebW1tRXh4+NCb7traWiKZTNb4tr2mpoZoYmLipP7fqVOnNEZZRoqLi6uXy+UY9SQMu3fvNgcAiIqKak5OTjbg8XjsyspKEplMfqu36FgsFtLS0qr/+c9/6lpaWjrY2dnZ/+1vfzOzsrIa0NHRUV29erXqq6++MrKwsHCcPn06OzY21nTXrl31AAAPHz6kTJ8+ncNkMrkCgYCzZs2aFm9v7541a9Z02Nvb93I4HPvZs2cz9+7d+8zKyuqVOcNXr17d/v3339MWLVrU9rp6jtTQ0IBXqVQaQ3RyuRxDIpGUIpGoUy6XY5hMJnfXrl1mPB6vGwBgtGseHx9f/+jRIwqTyeR+/PHH5mfOnKlRp+ns7Nzt6+vLcHNz4+zYsaOBTqf/pqnYvvrqK/GjR4+0mUwmd9q0afZHjx41AgDYv39/Q0dHB47BYNizWCzujRs3qNbW1gN79ux57u3tzeRwOPZOTk49q1ev7hgr/WPHjj396quvjB0cHDidnZ0aO/D+/v7SyspKsnoig+H7jh8//vTbb781ZDKZ3OTkZINjx46NGaFdsmSJJDg4uM3V1ZXNZDK5QUFB0zo6OjTm++DBA4qzs3M3gUAYs40mM8ybhEERBEEQBPnPUlhYWMvj8cZlnMtvlZWVRT5w4MDU1NTUmtcfrZlIJKIvXLiwMzw8vH3kvtraWsLs2bNZ1dXVJTjc4LNeRESExbp161rHY1IDRLPk5GS96upq4u7du5uHb6+vr8dPnz6d29zcXPTvKhuiWXh4uOXixYs7Fi1aNGHTs/8ZFBYWGvJ4PLqmfWhMD4IgCIIgE2LmzJm9Dx8+lMjlcnjbtXpe5+jRowaxsbHm+/btE6s7PAAAiYmJz8Y1I+QVK1eufGX2tKSkJL3du3db7Nmz5w9ZLwh5Ow4ODr2TvcPzOijSgyAIgiCT0J8h0oMgCPJHGivSg8b0IAiCIAiCIAgyqaFOD4IgCIIgCIIgkxrq9CAIgiAIgiAIMqmhTg+CIAiCIAiCIJMa6vQgCIIgCDIhurq6MK6uriy5/JVlYsaUlJSkt2vXrqnjWZaKigotBoPxyoKaUVFRZqmpqdTxzEsTHA7HV69/4+/vb6teWPTp06f4hQsX2lpaWjpMmzbN3tvb266oqIgIAFBcXEz08fGxs7S0dLC3t+e4ubkxf/jhBx0AALFYjPfx8bFjsVhc9Xlj5T9a/RHNoqOjzfbs2WMC8PI98umnnxqrrx0AgLe3t11LS4vGtXHGC4VCcQYYnBJcKBQyJjKvyQx1ehAEQRAEmRBHjhwxDAwMbH/b6apXrVrVuW/fvsYJKtZLDh8+XL948eIJm8pX3eEjEonK8vLysidPnpQSCATVoUOHjJRKJQQGBtrNmjVLKhaLS6qrq0v379//vL6+ntDT04MJCAhgvP/++y/EYnFJaWnp46NHjz598uQJEQAgJibGfM6cOZKKioqy6urq0i+++OIPmSp6YOA3rQv6u71tx3k8Db9HEhMTTbq6uoaen+/fv19laGio+CPKYWZmJjcxMRm4ffu29h+R32SDOj0IgiAIgkyIixcvGixbtqwDAKCuro7g4uLCUkc7bt68qQMAkJKSosvlcjksFovr4eHBBABISEgwCA0NtQIYXJw0JCTEis/ns+h0ukNycrIeAACfz2dlZ2eT1XnNmDGDnZOTQ36lEK8hEonop0+f1gcAMDc3d9y+fbsZl8vlMJlMbkFBAQkAQCKRYIODg+kODg4cDofDPXfu3BSAwegJn89ncblcDpfL5dy5c0cbAOD69etUNzc3ZkBAgA2LxXoluuLl5dVVVVVFvH79OhWPx6t27tz5Qr3P09Ozd/78+V2JiYkGM2bM6Fq1atXQmjiurq59W7dubQUAaGxsJFhaWvar96kXY1UqlRAREWHBYDDsmUwm9+uvv9Yfmb+TkxM7Ly+PpP4tEAhYmZmZlNHqmZCQYODv7287Z84cO6FQyByrPdVRCQCA06dP64tEIrq6ncPCwiydnZ3ZFhYWjuo2v379OtXFxYU1d+7cadOmTbMPCQmxUigUQ2lFRUWZOTk5sf/5z3/qHDt2jObo6Mhhs9nckJAQa3VHSNM91NTUhPPz85vGZDK5PB5v6N6Ijo42Cw4OpgsEApaFhYVjbGyssbq8MTExU+l0uoOnpydT3bkcfo/ExsYaNzc3E7y9vZlubm5M9T3T0NCABwD45JNPTBgMhj2DwbD/9NNPjdX3iK2trf2KFSus7ezs7GfOnMno6urCAACUlpYShUIhw97ensPn81nq+628vFxr+vTpbAcHB862bdvMhrfv4sWLO86ePWsw1jVANEOLkyIIgiDIJLfu6jrLkuYSynim6WDs0HNq0SnxaPv7+vowYrGYyGKx+gEATp06RfP19e2Mj49vlMvlIJVKsfX19fgtW7bQ09PTy9lsdn9TU5PGz4TEYjExNze3oqysjOjn58datGhRcVhYWMvJkycNPT09xUVFRcT+/n6M+sH/9zA0NJSXlZU9jouLM4qLizO5cOFC3a5du0x9fHwkly5dqm1pacG5uLhwAgMDJWZmZvLMzMxKCoWiKi4uJq5cudK2pKTkMQBAUVGRdkFBQSmbze4fnv7AwADcunVLd968eZKioiIyj8fr0VSO0tJSkrOzs8Z9AACbN29uDgsLsz1+/HjP7NmzJRs3bmyl0+kDZ8+enVJcXEx+/PhxaUNDA14gEHDmzZvXNfxckUjUlpSURHNxcamvq6sjNDc3E4RCYc+WLVvMNdUTAODRo0c6RUVFpSYmJr85qtHU1ETIy8sr//nnn0lBQUF24eHh7QAAxcXF2gUFBSVMJrN/1qxZjLNnz+qHh4e39/b2Yh0cHHoPHz5c/+jRI1J8fPzUvLy8ciKRqFq9erXViRMnDJYsWdKp6R7auXOnGY/H67l79251Wloade3atTbl5eVlAABVVVWk7Ozsio6ODhyHw3H46KOPXuTm5pL/8Y9/0IqLi8sGBgZg+vTp3JHtv3v37ubjx4+b3L9/v9LU1PSl0FNmZiblu+++M8jPz3+sUqmAz+dzfH19pYaGhoqnT5+Szp0794unp2fdggULbM+ePau/adOmtvfff9/6q6++qnN0dJT9+OOP2hs3brT66aefKjdt2mT1/vvvv9iyZUvr/v37jYbnM3PmzO5PP/30pY4Q8mZQpAdBEARBkHHX2NiIp1KpQw+G7u7u3cnJyYbR0dFmubm5ZH19fWV6erq2QCCQqjsGoz1Qi0SiNhwOB46OjjJLS0vZzz//TAoLC2u/e/eunkwmw5w4ccIwJCRkXBZiDQkJaQcAEAgEPWKxmAgAkJ6ervvll1+astlsrpeXF0smk2Gqqqq0+vv7MSEhIXQmk8kNDg6eVl1dPRQ9cXJy6h7e4ZHJZFg2m811dHTkWlhY9G/btu2tyjt37txpDAbDft68edN+bRNJVVVVcXh4eEtFRQWZz+dz6+vr8ZmZmdRly5a14fF4sLS0lLu5uXU9ePDgpQ5vaGhoe1pamj4AwNmzZ/UDAgLax6onAIBQKJT8ng4PAEBgYGAHDocDPp/f19raSlBvd3R07OZyuf14PB6WLVvWlpmZqQMAgMPhICwsrB0A4ObNm9SSkhIKj8fjsNls7oMHD3R/+eUX4mj3UG5uLvW9995r/TVfaUdHB761tRUHADBv3rwOMpmsMjU1ldNotIFnz57h7927p7NgwYIOKpWqpNFoynnz5nW8Td3S09N1FixY0KGrq6vU09NTvvvuu+337t2jAgCYm5vLPD09ewEAnJ2de2pra4mdnZ3YgoICneDg4GlsNpu7adMm6+bmZgLAYAdz/fr1bQAAERERrcPzMTMzkzc3N2v9hub/r4ciPQiCIAgyyY0VkZko2trayv7+/qGXq/7+/l0ZGRkVly9f1gsLC7PZunVrk76+vhyDwbw2rZHHYDAYoFKpSqFQKPnuu++mpKWl0fLz88vGo9wkEkkFAIDH41VyuRwDAKBSqSAlJaWKx+PJhh8bHR1tZmxsPHD58uUapVIJZDKZr95HoVCUw49Vj+kZvs3R0bE3NTX1lc/PAADs7e371A//AAB37typzsjIoOzYscNSvc3ExEQRGRnZFhkZ2ebj42N3+/ZtHZVK9do62tjYDEyZMkWek5NDvnLlCi0xMbFurHo+ePBAe2R9RjP8WvX29r504dRtq85L0znDf2tpaSnV48FUKhUmODi49f/+7/9eGruUlJSkp+ke0tQOGAxGBQBAJBKHduJwOFBf5ze5F0czVrtraWkNz0/V29uLVSgUQKVS5SPvCTUsFqsxwZ6eHgyRSHyja4G8DEV6EARBEAQZd0ZGRgqFQoHp6enBAABUVlZqmZubD3z44Yctq1evbnn06BHFx8enOycnh1peXq4FMDgOQ1NaV65c0VcoFFBaWkoUi8VEHo/XBwAQGRnZEhMTY8nj8brVb/jv3btHCQoKoo9nXXx8fCSHDh0yUSoHnzWzsrLIAACdnZ04U1PTARwOB8eOHTNQj0V5UwEBAdL+/n7MoUOHDNXb7t+/T/n+++911q9f35qXl6eTlJSkp97X3d099NyWlpZGVc8i1t7ejq2rqyPa2Nj0e3t7S1NSUmhyuRzq6+vxubm5OkKhsHtk3kuXLm3bt2/fVKlUihMIBL1j1VMTGxsbjTPBGRgYDDx69IikUCjg6tWrGjt0IxUXF2uXl5drKRQKSElJoQmFwlcmlpg/f77k+vXr+s+fP8cDDN4rlZWVWqPdQ+7u7tLTp08bAAyOG9LX15fTaLRROwtz5szp+v7776d0dXVh2tvbsXfu3Jmi6ThtbW1FZ2fnK8/Pc+bM6bpx48YUqVSKlUgk2Bs3buj7+PiMOkEGjUZTWlhY9J86dUofYHAs1r/+9S8yAMCMGTO6vv76axoAwNdff/3S+J2SkhISk8n83Z9x/jdCkR4EQRAEQSbErFmzOm/fvq2zePFi6a1bt6gJCQlT8Xi8ikKhKJKSkmrMzMzkCQkJtUFBQXZKpRIMDAwGsrOzn4xMx87OTiYQCFitra2Ew4cP11EoFBUAgFAo7NHW1laEh4cPfSpWW1tLJJPJGt+S19TUEE1MTJzUv/fv3/9GEbC4uLj6DRs2WLHZbK5KpcJYWFjI7t27VxUVFdUsEommpaam6nt5eUnJZPJbvYHHYrGQlpZWvWnTJsvDhw9PJRKJKgsLC9mRI0fEOjo6qqtXr1ZFRUVZxMTEWBkaGg5oa2srdu3aVQ8A8PDhQ8r27dutcDicSqVSYdasWdPi7e3dIxQKe7Kzs3U4HI49BoNR7d2795mVlZW8oqLipU+iVq9e3f7Xv/7Vatu2bfWvq+fIcjc0NOBVKpXGsMjevXufL1q0yM7U1HSAzWb3Du+ojWb69OldH374oUV5eTnZzc1NumbNmo6Rx/D5/L7du3c/9/X1ZSqVSiAQCKqEhISnvr6+3Zruofj4+Hr1p4dkMll55syZmrHK4OXl1RMUFNTm4OBgb25uLhMIBF2ajlu7dm2Lv78/w9jYeCAnJ6dy+PkhISGtM2bM4AAArFmz5sXMmTN7R7b7cMnJyb+sX7/eOj4+3lQul2OCgoLaPDw8eo8dO/Z0xYoVtseOHTMJDAxsH37OnTt3qPPnz+8cLU1kdJg3CYMiCIIgCPKfpbCwsJbH443LOJffKisri3zgwIGpqampYz5wjkUkEtEXLlzYqR70PlxtbS1h9uzZrOrq6hIcbjBIFBERYbFu3brW8ZjUANEsOTlZr7q6mrh79+7m35vW9evXqYcOHTLR1LlCXuXi4sL64YcfqoyMjP6QabL/0xQWFhryeDy6pn0o0oMgCIIgyISYOXNm78OHDyVyuRzedq2e1zl69KhBbGys+b59+8TqDg8AQGJi4rNxzQh5xcqVK1Gk4d+gvr4ev23btibU4fltUKQHQRAEQSahP0OkB0EQ5I80VqQHTWSAIAiCIAiCIMikhjo9CIIgCDI5KZVK5W+fgxdBEOQ/yK//vRt1MhHU6UEQBEGQyankxYsXeqjjgyDIZKdUKjEvXrzQA4CS0Y5BExkgCIIgyCQkl8vfb2xsPNnY2OgA6CUngiCTmxIASuRy+fujHYAmMkAQBEEQBEEQZFJDb34QBEEQBEEQBJnUUKcHQRAEQRAEQZBJDXV6EARBEARBEASZ1FCnB0EQBEEQBEGQSQ11ehAEQRAEQRAEmdT+P2+SkkRIj91RAAAAAElFTkSuQmCC\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -2072,7 +2072,7 @@ }, { "cell_type": "code", - "execution_count": 138, + "execution_count": 160, "id": "234ec4aa-dfa6-4f66-a31e-919484017ada", "metadata": {}, "outputs": [ @@ -2082,7 +2082,7 @@ "(10.0, 1000000.0)" ] }, - "execution_count": 138, + "execution_count": 160, "metadata": {}, "output_type": "execute_result" }, @@ -2114,7 +2114,7 @@ }, { "cell_type": "code", - "execution_count": 148, + "execution_count": 161, "id": "4c0056f2-1d1f-4354-9946-4f80beb0d309", "metadata": {}, "outputs": [ @@ -2132,7 +2132,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -2144,7 +2144,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -2156,7 +2156,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] From 0fe258e3e7897eea0c3a65295b8c86decb40011e Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 5 Aug 2022 09:20:28 -0400 Subject: [PATCH 141/303] Fix preconditioners --- examples/benchmarking/solvers/diffusion.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/examples/benchmarking/solvers/diffusion.py b/examples/benchmarking/solvers/diffusion.py index 665ef63fb1..7db12e4c9b 100644 --- a/examples/benchmarking/solvers/diffusion.py +++ b/examples/benchmarking/solvers/diffusion.py @@ -13,7 +13,7 @@ parser.add_argument("--numberOfElements", help="number of total cells in a Grid2D", type=int, default=10000) parser.add_argument("--solver", help="solver class to use", - choices=("cg", "pcg", "cgs", "gmres", "lu"), default="cg") + choices=("pcg", "cgs", "gmres", "lu"), default="pcg") parser.add_argument("--preconditioner", help="preconditioner class to use", choices=("jacobi", "ilu", "ssor", "icc", "none"), default="none") parser.add_argument("--sweeps", help="number of nonlinear sweeps to take", @@ -45,9 +45,9 @@ elif args.preconditioner == "ilu": precon = fp.ILUPreconditioner() elif args.preconditioner == "ssor": - precon = fp.SSORPreconditioner + precon = fp.SSORPreconditioner() elif args.preconditioner == "icc": - precon = fp.ICPreconditioner + precon = fp.ICPreconditioner() elif args.preconditioner == "none": precon = None From 9447f8251e2635f0181d4df90928c8e9c1892430 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 5 Aug 2022 13:54:31 -0400 Subject: [PATCH 142/303] Differentiate display depending on if converged --- examples/benchmarking/solvers/Analyze.ipynb | 1044 ++++++++++++++++++- 1 file changed, 1005 insertions(+), 39 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index 09c6e7084f..d5e2b1963e 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -44,13 +44,14 @@ }, { "cell_type": "code", - "execution_count": 77, + "execution_count": 240, "id": "2f9b52f9-53f1-478b-8eea-a4c83f7d13c5", "metadata": {}, "outputs": [], "source": [ "def read_events(fname):\n", " events = []\n", + " state = {}\n", "\n", " with open(fname, 'r') as f:\n", " begin_time = np.nan\n", @@ -76,23 +77,30 @@ " elif (level, function) == (\"DEBUG\", \"\"):\n", " if msg.startswith(\"result stored in\"):\n", " continue\n", + " if \"uuid\" in state:\n", + " cached_uuid = state[\"uuid\"]\n", + " else:\n", + " cached_uuid = np.nan\n", " state = json.loads(msg)\n", " state[\"time_stamp\"] = time_stamp\n", " state[\"solver_class\"] = logger.split('.')[-1]\n", " state[\"solve_time\"] = str(solve_time)\n", " if state[\"state\"] == \"START\":\n", " state[\"uuid\"] = uuid.uuid4()\n", + " converged = False\n", " elif state[\"state\"] == \"END\":\n", - " state[\"uuid\"] = np.nan\n", + " state[\"uuid\"] = cached_uuid\n", + " state[\"converged\"] = converged\n", " state.update(versions)\n", " events.append(state.copy())\n", " elif (level, function) == (\"DEBUG\", \"_setConvergence\"):\n", " state[\"state\"] = \"SWEEP\"\n", " event = json.loads(msg)\n", - " event.update(state)\n", + " event.update(state.copy())\n", " event[\"time_stamp\"] = time_stamp\n", " event[\"solver_class\"] = logger.split('.')[-1]\n", " event[\"solve_time\"] = str(solve_time)\n", + " converged = event[\"status_name\"] in ['KSP_CONVERGED_RTOL', 'SCIPY_SUCCESS', 'AZ_normal', 'KSP_CONVERGED_ITS', 'KSP_CONVERGED_RTOL', 'Pysparse_CONVERGED_RTOL', 'AMGX_SOLVE_SUCCESS']\n", " events.append(event)\n", " elif (level, function) == (\"DEBUG\", \"_solve_\"):\n", " if msg == \"BEGIN solve\":\n", @@ -170,7 +178,7 @@ }, { "cell_type": "code", - "execution_count": 149, + "execution_count": 310, "id": "1663a78e-be26-47ad-bf6a-197ca146e04a", "metadata": {}, "outputs": [], @@ -187,26 +195,39 @@ " \n", " fig, ax = plt.subplots(figsize=(8,6))\n", " groups = df.groupby(group_by + [\"numberOfElements\"])\n", - " groups = groups.describe()[\"elapsed_seconds\"].reset_index()\n", + " groups = groups.agg(converged=(\"converged\", \"mean\"),\n", + " count=(\"elapsed_seconds\", \"count\"),\n", + " mean=(\"elapsed_seconds\", \"mean\"),\n", + " std=(\"elapsed_seconds\", \"std\")).reset_index()\n", " groups = groups.groupby(group_by)\n", " for key, group in groups:\n", " if color_by_suite:\n", " color = color_map[key[0]]\n", - " group.plot(\"numberOfElements\", \"mean\", loglog=True,\n", - " ax=ax, label=key, color=color)\n", + " group.mask(~group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"mean\", loglog=True,\n", + " ax=ax, label=key, color=color, marker=\".\", markersize=1)\n", + " group.mask(group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"mean\", loglog=True,\n", + " ax=ax, label=None, color=color, marker=\"x\", linestyle=\"\")\n", " else:\n", - " group.plot(\"numberOfElements\", \"mean\", loglog=True,\n", - " ax=ax, label=key)\n", + " group.mask(~group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"mean\", loglog=True,\n", + " ax=ax, label=key, marker=\".\", markersize=1)\n", " color = ax.lines[-1].get_color()\n", + " group.mask(group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"mean\", loglog=True,\n", + " ax=ax, label=None, color=color, marker=\"x\", linestyle=\"\")\n", + " \n", + " # plot uncertainty\n", " err = group[\"std\"] / np.sqrt(group[\"count\"])\n", " ax.fill_between(group[\"numberOfElements\"],\n", " group[\"mean\"] - err,\n", " group[\"mean\"] + err,\n", " color=color,\n", " alpha=0.1)\n", - " plt.legend(bbox_to_anchor=(1., 1.))\n", - " plt.ylabel(\"elapsed time / s\")\n", - " plt.xlabel(\"number of elements\")\n", + "\n", + " # only label converged lines\n", + " handles, labels = ax.get_legend_handles_labels()\n", + " ax.legend(handles[::2], labels[::2], bbox_to_anchor=(1., 1.))\n", + "\n", + " ax.set_ylabel(\"elapsed time / s\")\n", + " ax.set_xlabel(\"number of elements\")\n", "\n", "def plot_by_solver(df):\n", " for solver_class, group1 in df.groupby([\"solver_class\"]):\n", @@ -2032,7 +2053,7 @@ }, { "cell_type": "code", - "execution_count": 158, + "execution_count": 241, "id": "ed08d7a0-27d7-41eb-9344-bc187d38d426", "metadata": { "tags": [] @@ -2041,6 +2062,7 @@ "source": [ "events = []\n", "for fname in glob.glob(\"../../../../solvers_and_timings/nucleation2[3,5]/solver.*.log\"):\n", + "# for fname in glob.glob(\"../../../../solvers_and_timings/nucleation23/solver.*.log\"):\n", " events.extend(read_events(fname))\n", "\n", "nucleation = events2df(events)\n", @@ -2049,13 +2071,13 @@ }, { "cell_type": "code", - "execution_count": 159, + "execution_count": 314, "id": "715783fb-5226-4696-92c9-6d4c5a22b308", "metadata": {}, "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAz0AAAKqCAYAAAAQfDA6AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOzdd1xTV/8H8M9NAhkQkL2RmYkgikEUxF2p4kLcg6Liaq2r6tOnP63W+mjRDlqt1Bb7WBX3bp2tdVdEXBAggKDIUsJKSAhZvz/SUFSwU+1jz/v18tV6xzn3nnvT3u/9nnMuZTQaQRAEQRAEQRAE8bKivegDIAiCIAiCIAiCeJZI0EMQBEEQBEEQxEuNBD0EQRAEQRAEQbzUSNBDEARBEARBEMRLjQQ9BEEQBEEQBEG81EjQQxAEQRAEQRDES43xog/gWXB0dDT6+Pi86MMgCIIgiOfi2rVr1Uaj0elFHwdBEMTf1UsV9FAUFQsgNiAgAJmZmS/6cAiCIAjiuaAo6u6LPgaCIIi/s5eqe5vRaDxiNBqTbG1tX/ShEARBEARBEATxN/FSBT0EQRAEQRAEQRCPI0EPQRAEQRAEQRAvtZdqTA9BEARBECbXrl1zZjAYXwIIAnnJSRDEy80AIFun003r2rXrg7Y2IEEPQRAEQbyEGAzGl66urkInJ6daGo1mfNHHQxAE8awYDAbq4cOHosrKyi8BDG1rm5fqzQ9FUbEURX1RX1//og+FIAiCIF60ICcnpwYS8BAE8bKj0WhGJyenepgy221v8xyP55kjs7cRBEEQRAsaCXgIgvin+Pm/d+3GNi9V0EMQBEEQxN+HUqmkunXrxtfpdC/6UP52FixY4L5s2TKXx5eHhoYKnkf9u3fvtgkKChL6+fmJfX19xUlJSZ7mdRs3brTn8XiigIAAMZ/PF40ZM6ZjdXU1HQDS09NthUKhiM/ni/z9/cXJycmOAHDz5k2mRCLhCwQCkZ+fn3jcuHEdn1b/0aNHuX369Al4tmcJcDicUADIz8+3DAwMFP/aMcTFxfls2bLFDgAkEgnfx8cniM/ni7p06SK4efMm81kf769pfd/MmzfP/eDBg1wAWLlypbNCoWh5ro+Ojg4wX7NnJT093Xb+/Pnuz7KOvxIJegiCIAiCeCY+/fRTx6FDh9YyGC/HEGKtVvvM67h+/Xresyxfq9Xi6tWrrIULF3p/8803xXfu3MmRyWQ5fn5+GgDYu3evzYYNG1xOnDhRUFhYmJOTkyONiIhQlpWVMTQaDfXmm292PHr0aEF+fr40OztbOnDgQAUAzJkzx3vu3LlVeXl50jt37uTMnz+/zcHkz+J8nqWtW7feyc/Pl44fP756/vz5Xo+vf5EB/ccff1w+fPhwBQCkpqa6KJXKluf6s2fPFjo6OuqfVd1arRZjxoypP378eIfWwdbf2f/EQRIEQRAE8b9n9+7dDqNHj64DTG/VJRIJf9CgQX6+vr7ioUOH+hoMBgDAoUOHuEKhUMTj8UTx8fE+arWaerys/Px8S19fX/HIkSN9eDyeaNCgQX4KhYJ26NAh7oABA/zN2x04cMBm4MCB/jqdDnFxcT6BgYFiHo8nWrFihTNgenufmJjoFRoaKggMDBSfOXOGAwBnzpzhhIaGCoRCoSg0NLTlrX5KSopDTEyMX9++fQOioqJ4d+/etQgLC+MLBAJRYGCg+Pjx49YAsH//fpvOnTsLRCKRMCYmxq++vv4PPWOZMxNPa6/z589zunXrxheLxcLIyMjAu3fvWgDA+vXrHYOCgoR8Pl/0yiuv+JsfRuPi4nymTZvmGR4ezps9e7bn6tWrXRcuXFgRGhraBAAWFhZYunTpQwD4z3/+47ZmzZr7vr6+WgBgMBiYN2+ePCQkRFNXV0fT6XSUi4uLDgDYbLYxJCREAwAPHjyw6NixY7P5PCQSiRoAVCoVNWrUKB8ejycSCoWiI0eOcFufr16vh4eHR6fWWQlvb++g0tJSRnl5OeOVV17xDwoKEgYFBQlPnjxpBZiyHePGjevYs2fPwJEjR/r+kXb+vfr166e8e/cuEzBdo3nz5rkHBwcLvv/+e+uNGzfad+rUSSgQCETjx4/vaA6E9u7dayMSiYR8Pl8UERHBA4Cqqip6//79/Xk8nigkJERw5coVtvmc4uPjfSQSCd/T07PTqlWrnM11L1myxNXHxyeoR48evIKCgpZskzkrtWrVKucHDx5YREdH88LDw3kA4OHh0amiooIBAO+++65LYGCgODAwULxy5UpnwPR78vPzE48dO7ZjQECAuGfPnoFKpZICgJycHGZUVFSgWCwWdu3alX/9+nWWub7W9xGNRkOPHj0Uu3bt+p8YV0KCHoIgCIJ42SUmekEi4f+lfxITn3jr3VpTUxNVWlrK5PP5LQ/Cubm57A0bNpQWFhbm3Lt3j3nq1ClrlUpFzZgxw3fXrl1FMplMqtPpkJyc7NRWmSUlJayZM2c+lMlkUi6Xa0hOTnaKjY1VFBYWssrLyxkAkJaW5pCQkFB9+fJlTkVFhUVBQUGOTCaTzpkzR24uR6VS0a5fv56XkpJyNykpyRcAQkJCmjIyMvJyc3Oly5cvL1u8eHFLd6+srCzr9PT04p9++kmWlpZm369fv/q8vDxpbm5uTnh4uKqiooKxevVqt3PnzsmkUmluly5dVO+9994TXdd+r7baS6PRUHPnzvU+dOhQUU5OTu6UKVOqFy1a5AEAEyZMqM3Ozs7Nz8+X8vl8dUpKiqO5rKKiItbFixdlmzdvvp+fn88ODw9XtVVnYWEhu0ePHm2uc3Fx0Q8YMKDO29s7ODY21vfzzz+31+tNyYQ5c+ZUvfrqq7xevXoFrlixwtkcxKxdu9YZAGQymXTHjh13kpKSfFQqVUtQS6fTMXDgwLrt27d3AIAffvjBytPTs9nLy0s3Y8YMrwULFlRlZ2fnHjhwoGjmzJk+5v1u3brFOXHiROGRI0eK/2Qz/yb79++3FQgEagBQq9W0oKAg9a1bt/KcnJx0e/futc/MzMzLy8uT0mg046ZNmxzKy8sZr7/+us/+/fuL8vPzpQcPHiwCgMWLF7uHhISoZDKZ9L333iubMmVKS9BWWFjIOnv2rOzq1au569atc9doNNT58+c5Bw4csL99+7b06NGjhTdv3rR6/NjeeeedB87OztqzZ8/Krly5Imu97vz585wdO3Y4XLt2LTczMzN369atThcvXmQDwL1791hz5859UFhYmGNra6vfunWrHQBMmzat48aNG+/l5OTkJicn3581a5a3ubzW9xEAhIWFNZ4/f976WbT5X+3lyDcTBEEQBPG3UllZyeByuY/0/enUqVOjv7+/FgDEYrGqqKjI0sbGRu/p6akJDg7WAEBCQoJ8w4YNzgCe6B7l6uraPHDgwEYAmDRpkjwlJcWZRqNVjR49Wr5582b7OXPmyLOysqz3799fXFdXRy8tLWVOmTLFKzY2tn7EiBEN5nLGjx9fAwAxMTFKpVJJq66uptfV1dHGjBnjW1JSwqIoyqjValsezKOiohpcXFz0ANC9e/fGGTNm+Gi1WtqoUaNqe/TooU5PT+cWFRWxJBKJAAC0Wi3VtWtX5Z9tw7bay97eXldQUMDu27cvDwAMBgOcnJy0AHDt2jX2smXLPBQKBb2xsZEeHR3dMp3tyJEjf3c3w4yMDPbkyZN9GxsbacuWLSubPn167a5du+5mZGQ8OHbsGDclJcX19OnTNvv27St588035cOGDWs4ePCgzZEjRzp8/fXXTlKpVHrp0iXrN9544wEAhIaGNrm7uzffvn2b1bqe8ePH16xcudL9zTfflG/fvt0+Li6uBgAuXrxoU1BQwDZvp1Qq6bW1tTQAGDRoUJ21tfWfmqiDoqg292+9fPLkyX4sFsvg6emp2bRp0z3AFKglJCTUAsDx48e52dnZnJCQECEANDU10ZydnXU//vijlUQiUQgEgmbAFDD+3Kbcffv2FQLA0KFDFUlJSQy5XE4HgIEDB9ax2Wwjm83W2dvba+/fv884c+aM9auvvlrH5XIN5m1+zzn++OOP1q+++mqdjY2NAQAGDx5ce+bMGW58fHydh4eHpkePHmoACA0NVZWUlDDr6+tp169ft46Pj2/JnjY3N7f8Fh6/j1xdXXWVlZWWv+eYXhQS9BAEQRDE82Q0Ano98DzHuaSllT6/ykysrKwMzc3Nj/QoYTKZLQ+TdDodOp2OMhrbfm4tLCy0GDJkSCAAJCYmPhw2bFg9RT3a683891mzZskHDx4cwGKxjLGxsbUWFhZwcnLSZ2dnSw8cOGCzceNG5127dtnv2bOnpPV+rctZsmSJR3R0tOLUqVNF+fn5ln379uWb13M4HIP532NiYpTnzp3L37dvn21CQoLv3Llzq+zt7XWRkZENf3XWoZ32ogICAtQ3btx4YuxPUlKS7969ewsjIiLUKSkpDmfPnm3pSmZtbd1yDjwer+nKlSuciIgI9eNlBAQEqC9dusSJjY1VSCQSdV5ennTy5MnearW65VpKJBK1RCJRJyUl1QQEBHQCUAIAPj4+2nnz5snnzZsnDwwMFGdmZrLbu76t9evXr3Hq1KnM8vJyxvHjxzu8//775QBgNBqRmZmZ21ZwY2VlZXiypN/H2dlZV19f/8gPsba2luHk5NQSrG/duvVOr169Hsl8WVpaGswP/kajkYqPj5dv2LChrPU227dvt338Pvt5+yeWmYOstq73z+v/wNm1X5+ZpaVl6/qMarWaptfrweVydXl5edK29ml9HwGAWq2mWCzWn74Wz8NL1b2NfKeHIAiC+NurqwMePJcx3i+Uk5OTXq/XU627MrWlc+fOTWVlZZbZ2dlMANi6datDVFSUIiAgQJuXlyfNy8uTLl68+CEAVFRUWJ4+fdoKAHbs2GHfo0cPJWB62HZxcdGuX7/ebfr06dU/b8vQ6/VISEioW7VqVdnt27c55jrT09PtAODEiRPWXC5X7+DgoG9oaKB7eno2A0Bqaqoj2iGTySw9PDy0CxcurJ44cWJ1VlYWp3fv3o2ZmZnW5nNQKBS0W7duMQFgzpw5Hlu3bu3whxvyMcHBwU01NTUMcztoNBoqMzOTBZi67Xl7e2s1Gg21c+dO+/bK+Ne//lX54YcfupmPUa/X491333UBgMWLF1cuXbrUs6ioyMK8fVNTEwUA9fX1tKNHj7YEUleuXGG7u7s3A6bxKxqNhgKAe/fuMerq6ugdO3ZsjoyMVG7bts0eAG7dusWsqKiwDA4Obmp9PDQaDTExMXWzZ8/2CggIULu6uuoBIDIyssHcPQ4ALl26xEYbiouLLcxjZn6PoKAgTVVVlUVWVhYLMF3bvLw8dvfu3Z8IBtszaNCghqNHj9qVlZUxANOYHZlMZtmnT5/GK1eucPPy8izNywGge/fuii1btjgApnFbdnZ2Ont7+3aDhr59+yq//fbbDkqlkqqtraWdOnWqQ1vbWVlZ6dsaR9a3b1/ld99910GhUNAaGhpo3333nV2fPn0U7dVnb29v8PT0bE5LS7MDTJnEy5cvt9nuAJCfn88Si8W/ub1epJcq02M0Go8AOBIWFjb9RR8LQRAEQTyhqQmoqAC43F/f9iXQq1ev+pMnT1qbZ5hqC4fDMW7atKkkPj7eX6/XIyQkRLVo0aKHbW3r5+fXlJaW5jB79uyOvr6+mtbbjR07Vr5hwwZG165dmwCgpKTEYurUqT4Gg4ECgJUrV943b2tnZ6cPDQ0VKJVK+hdffFEMAEuWLKmcNm2ab0pKimtUVFTD43WbnThxgpuSkuLKYDCMHA5Hv3379mJ3d3ddampqydixY/3MXYGWL19eFhwcrJFKpewRI0bUtVXWRx995Jaamtoy9qeqqupWe/WasVgs486dO4vmzp3rrVAo6Hq9npo1a1ZVWFhY09KlS8slEonQw8OjWSgUqpRKZZtTFoeHh6vXrl1bOm7cOD+1Wk2jKAr9+/evB4AxY8bUP3jwgBETExOo1+spGxsbvUAgUA8bNqzBYDAgOTnZ5fXXX+/IYrEMHA7H8NVXXxUDwPHjx20WLVrkzWQyDQCwYsWK+97e3rrFixc/mDRpUkcejyei0+lITU0tYbPZT6QfJkyYUBMdHS1MSUkpMS/74osvSqdNm+bN4/FEer2eCg8PV/To0ePe4/uWlpZa0On0X00pFRcXM11cXILNf//Pf/5TumXLljuvvfaaj0ajoTEYDOOGDRvuOjg4/OZZz7p27dr0zjvvlPXr149nMBhgYWFhTElJudevX7/GlJSUkhEjRgQYDAY4ODhoL126VLB27dry8ePH+/B4PBGbzTZ8/fXXT80ORkZGqkaMGFETFBQk9vDw0Egkkja7TU6ZMqU6JiYm0NnZWdt6XE9kZKRq/Pjx8i5duggBYNKkSQ979uypzs/Pb7dLWnp6+p3p06d3XLt2rZtOp6NGjBhR01ZWEADOnTvHXbt2bVlb6/5u2k0r/y8LCwszZmZmvujDIAiCIIhf6PXA3buAwQAwmYDXU+cB+F0oirpmNBrDWi+7efNmSUhISPVfVskfcPHiRXZycrLrwYMH/3S3r/z8fMshQ4YEFhQU5LS1fvLkyd6hoaGq+fPnP/WcJRIJf926daWPd1l6ViIjIwMvXLhQ8Dzq+qdavXq1U8eOHZsnTJhAuvo8R6WlpYzRo0f7Xb58WfbrWz8fN2/edAwJCfFpa91LlekhCIIgiL+t6mpT4GP5PzHm9y/Rs2dP9dWrVxt0Oh2e5bd6xGKxkM1mG1JTU5/72KVfQwKeZ+/tt99uMzNIPFt37tyxXL9+/d/uN9cekukhCIIgiGdNqQTu3wdsbACtFqDR/hGZHoIgiOfpaZmel2oiA4IgCIL429FqTeN4rJ74vAZBEATxnJCghyAIgiCeFaMRqKw0ZXboP48pP3bsHzF7G0EQxN8JCXoIgiAI4lmpqwNUKoD984yvV68Cb7wBrFv3Qg+LIAjin4YEPQRBEATxLDQ1AVVVv3Rrq6kBZs0C3N2Bf//7xR4bQRDEPwwJegiCIAjir2YwAOXlAItl6tpmMJgyPDU1wMaNgK3tiz7C50KpVFLdunXj63S6X9/4H2bBggXuy5Ytc3l8eWhoqOB51L97926boKAgoZ+fn9jX11eclJTkaV63ceNGex6PJwoICBDz+XzRmDFjOlZXV9MBID093VYoFIr4fL7I399fnJyc7AgAN2/eZEokEr5AIBD5+fmJx40b1/Fp9R89epTbp0+fgGd7lgCHwwn9K8uLi4vz2bJli93jy8+dO8dJSEjwAoCUlBQHOzu7EIFAIPL39xevX7++3Y/dPi/5+fmWgYGBYuDRYz169Cj31KlTLQMOP/jgA6fPPvvM4VkeS1NTExUWFsbXarXPsponvFRTVlMUFQsgNiDgmf+GCIIgCKJ9Dx+apqdmsUx/T0kBfvwRWLMGCAp6oYf2PH366aeOQ4cOrX2W01U/T1qtFhYWFs+0juvXr+c9y/K1Wi1u3LjBWrhwoffhw4cLQ0NDm7RaLdavX+8EAHv37rXZsGGDy4kTJwp8fX21Op0On332mUNZWRmDy+Ua3nzzzY6XL1/O9ff316rVakomk1kCwJw5c7znzp1bNXHixDoAyMjIYD/L82h9Ps/6mvwWvXr1UrX+9lNsbGzt1q1b75WVlTGCgoLEo0ePrvPy8mqJ/l/kcbc+1h9++IFrbW2tHzBgQCMALF68+JlO/63T6cBisYzR0dENX375pf2sWbNqnmV9rb1UmR6j0XjEaDQm2f5D3qARBEEQf0NKJVBbC3A4pr9fuACsXw+MHAlMnPhij+052717t8Po0aPrANMbZYlEwh80aJCfr6+veOjQob4GgwEAcOjQIa5QKBTxeDxRfHy8j1qtph4vKz8/39LX11c8cuRIHx6PJxo0aJCfQqGgHTp0iDtgwAB/83YHDhywGThwoL9Op0NcXJxPYGCgmMfjiVasWOEMmD5OmpiY6BUaGioIDAwUnzlzhgMAZ86c4YSGhgqEQqEoNDRUcPPmTSZgemsfExPj17dv34CoqCje3bt3LcLCwvgCgUAUGBgoPn78uDUA7N+/36Zz584CkUgkjImJ8auvr/9Dz1jmzMTT2uv8+fOcbt268cVisTAyMjLw7t27FgCwfv16x6CgICGfzxe98sor/gqFggaYshPTpk3zDA8P582ePdtz9erVrgsXLqwIDQ1tAgALCwssXbr0IQD85z//cVuzZs19X19fLQAwGAzMmzdPHhISoqmrq6PpdDrKxcVFBwBsNtsYEhKiAYAHDx5YdOzYsdl8HhKJRA0AKpWKGjVqlA+PxxMJhULRkSNHuK3PV6/Xw8PDo5M5kwQA3t7eQaWlpYzy8nLGK6+84h8UFCQMCgoSnjx50gowZcnGjRvXsWfPnoEjR470/S3tWl9fT4uIiOCJRCIhj8cTbdu2rYN53WeffebA4/FEfD5fNHz4cF8AkMlklhERETwejyeKiIjgFRQUtHxg69SpU9yuXbvyfXx8gtLT023N16utzJWHh4fO29tbU1hYaPn4dcjJyWFGRUUFisViYdeuXfnXr19nAaaPfg4YMMCfz+eL+Hy+yJyJeffdd10CAwPFgYGB4pUrVzoDpt+Fn5+feOzYsR0DAgLEPXv2DFQqlZT5PuHz+aLOnTsLPvzwQ2fzMZmPNT8/33Lr1q1OmzZtchEIBKLjx49bt85AXrp0iR0SEiLg8XiiAQMG+D98+JD+87Xlz5o1y6NTp05CHx+fIPNvQKfTYcaMGZ5BQUFCHo8nMmcBjx49yg0PD+fFxsb68vl8MQCMGjWqbufOnfa/5dr9VV6OVy8EQRAE8Xdgnp6awwEoyjSmZ84cwN/flOWhnniWfz4SE72Qnc35S8sMClIhLa3dDxM2NTVRpaWlTD6f3/IgnJuby75x48YdHx8fbdeuXQWnTp2yjoqKapwxY4bvyZMn84ODgzUjRozwSU5Odlq2bNkTU9yVlJSwUlNTSwYOHNgYHx/vk5yc7PTuu+9WzZs3z7u8vJzh7u6uS0tLc0hISKi+fPkyp6KiwqKgoCAHAFo/VKtUKtr169fzjh07Zp2UlORbUFCQExIS0pSRkZFnYWGBgwcPchcvXux54sSJIgDIysqyvnXrVo6Li4t++fLlLv369atfu3ZtpU6ng0KhoFVUVDBWr17tdu7cOZmNjY3h3//+t+t7773nsm7duoo/08RttVfv3r0b586d6/3tt98Wuru76zZv3my3aNEijz179pRMmDChduHChdUAMHfuXPeUlBTHf//73w8AoKioiHXx4kUZg8GASCQSLl68uKqtOgsLC9k9evRQtbXOxcVFP2DAgDpvb+/gnj17Nrz66qv1SUlJNXQ6HXPmzKl69dVXeaGhoY39+vWrnzNnjtzR0VG/du1aZwCQyWTS69evs1599dXAoqKibHOZdDodAwcOrNu+fXuHN998U/7DDz9YeXp6Nnt5eeliY2N9FyxYUPXKK68oCwoKLF955ZXAO3fu5ADArVu3OFeuXMmztrb+TR+c5HA4hm+//bbQ3t7eUFFRwQgPDxeMHz++Lisri7Vu3Tq3y5cv57m5uemqqqroADBz5kzv8ePHy9944w35xx9/7DBr1iyv06dPFwFAaWkpMyMjI18qlTL79+/PHzZs2O326pVKpZalpaVMkUikefw6RERE8L744ou7nTp10vzwww9Ws2bN8v7pp59kM2fO9I6KilIsW7asSKfTob6+nn7+/HnOjh07HK5du5ZrNBrRtWtXYb9+/RSOjo76e/fusbZt23anR48ed1999VW/rVu32s2ePbtm6tSpPh999NG9wYMHK2fMmOH5+LHx+fzmyZMnP7S2ttavXLmyCgBOnjxpY16fkJDga95/3rx57kuWLHFP+/k3r9PpqNu3b+fu2rXLduXKle6DBg2Sffzxx462trb67OzsXLVaTXXr1k0QGxvb8PP1srp+/XqOQCBoBoBu3bqpb9269Vzn8SdBD0EQBEH8FVpPT81gADodMHs20NgI7Nnzj/tOT2VlJYPL5T4ymKdTp06N/v7+WgAQi8WqoqIiSxsbG72np6cmODhYAwAJCQnyDRs2OAN4IuhxdXVtHjhwYCMATJo0SZ6SkuJMo9GqRo8eLd+8ebP9nDlz5FlZWdb79+8vrquro5eWljKnTJniFRsbWz9ixIgGcznjx4+vAYCYmBilUqmkVVdX0+vq6mhjxozxLSkpYVEUZdRqtS0RalRUVIOLi4seALp37944Y8YMH61WSxs1alRtjx491Onp6dyioiKWRCIRAIBWq6W6du2q/LNt2FZ72dvb6woKCth9+/blAYDBYICTk5MWAK5du8ZetmyZh0KhoDc2NtKjo6PrzWWNHDnyd3czzMjIYE+ePNm3sbGRtmzZsrLp06fX7tq1625GRsaDY8eOcVNSUlxPnz5ts2/fvpI333xTPmzYsIaDBw/aHDlypMPXX3/tJJVKpZcuXbJ+4403HgBAaGhok7u7e/Pt27dZresZP358zcqVK93ffPNN+fbt2+3j4uJqAODixYs2BQUFLd3klEolvba2lgYAgwYNqvutAc/P7UTNmzfP86effrKm0Wh48OCB5f379xknTpywiY2NrXVzc9MBpsAOAK5fv2517NixIgCYNWtWzYoVK1qChri4uBo6nY5OnTppvLy8NDdu3GA9Xt+RI0fsBAKBtaWlpeHjjz++ay7XfB3q6+tp169ft46Pj2/JUjY3N1MAcOnSJe7evXuLAVOmzcHBQf/jjz9av/rqq3U2NjYGABg8eHDtmTNnuPHx8XUeHh6aHj16qH9uY1VJSQlTLpfTFQoFffDgwUoASExMlP/www+/uSvU4/tPnz5dHh8f72deHx8fXwsAPXr0aHzrrbcsAeD06dM2eXl5nMOHD9sBgEKhoEulUpalpaUxODi40RzwmM/LwsLCWFtbS7OzszP81uP6M0jQQxAEQRB/BfP01Nyfe+8kJwM//WQaz8PjtWw2x94eURoNxj7PY3tKRuZZsbKyMjQ3Nz/SxYvJZLY8pNLpdOh0OspobPu5tbCw0GLIkCGBAJCYmPhw2LBh9dRjmTLz32fNmiUfPHhwAIvFMsbGxtZaWFjAyclJn52dLT1w4IDNxo0bnXft2mW/Z8+ektb7tS5nyZIlHtHR0YpTp04V5efnW/bt25dvXs/hcFoeymJiYpTnzp3L37dvn21CQoLv3Llzq+zt7XWRkZENR44cKf5DjdWOdtqLCggIUN+4ceOJsT9JSUm+e/fuLYyIiFCnpKQ4nD17tqUrmbW1dcs58Hi8pitXrnAiIiLUj5cREBCgvnTpEic2NlYhkUjUeXl50smTJ3ur1eqWaymRSNQSiUSdlJRUExAQ0AlACQD4+Pho582bJ583b548MDBQnJmZyW7v+rbWr1+/xqlTpzLLy8sZx48f7/D++++XA4DRaERmZmZuW8GNlZXV73pQTk1NtZfL5Yzbt2/nMplMo4eHRye1Wk0zGo2gKOo3B09A2/fP48xjeh5fbr4Oer0eXC5Xl5eXJ/0tdT6tHS0tLVvfJ8ZW5/Vbiv5DWCyWETAFL3q9nvr5GKn169ffi4uLa2i97dGjR7mtf0NmWq2W4nA4v6vt/4yXakwPQRAEQbwQj09Pffo08NlnwIQJQFxcy2YHmUxs5HJxlf6Curk9R05OTnq9Xk+pVKqnnmznzp2bysrKLLOzs5kAsHXrVoeoqChFQECANi8vT5qXlyc1D66uqKiwPH36tBUA7Nixw75Hjx5KwPSw7eLiol2/fr3b9OnTq3/elqHX65GQkFC3atWqstu3b7d070tPT7cDgBMnTlhzuVy9g4ODvqGhge7p6dkMAKmpqe3OtiWTySw9PDy0CxcurJ44cWJ1VlYWp3fv3o2ZmZnW5nNQKBS0W7duMQFgzpw5Hlu3bu3whxvyMcHBwU01NTUMcztoNBoqMzOTBZi67Xl7e2s1Gg31tPES//rXvyo//PBDN/Mx6vV6vPvuuy4AsHjx4sqlS5d6FhUVtYyyb2pqogDTuJijR4+2BFJXrlxhu7u7NwOmCRA0Gg0FAPfu3WPU1dXRO3bs2BwZGanctm2bPQDcunWLWVFRYRkcHNzU+nhoNBpiYmLqZs+e7RUQEKB2dXXVA0BkZGSDuXscYBpj0tb5FBcXW0RERPDaWmdWX19Pd3R01DKZTOORI0e45eXllgAwaNCghsOHD9tXVlbSAcDcvS00NLTxyy+/tANMAVNYWFhL5m7//v12er0eOTk5zNLSUmZISEhTW3U+jb29vcHT07M5LS3NDjBl7C5fvswGgJ49eyqSk5OdANM4mZqaGlrfvn2V3333XQeFQkFraGigfffdd3Z9+vRRtFe+o6Oj3traWn/ixAlrAPj666/bvB+4XK5eoVDQH1/u4OCgt7Gx0ZvH63z11VcOERERT81eDhgwoP7zzz93Mt8Ht27dYjY0NLQZa1RWVtLt7Ox0rQP7Z41kegiCIAjiz3h8eur794E33wTEYmDlypbNFBSFOR06wLPiFobVqwG7Zzor7N9Cr1696k+ePGk9fPjwdh/OOByOcdOmTSXx8fH+er0eISEhqkWLFrU5g5Sfn19TWlqaw+zZszv6+vpqWm83duxY+YYNGxhdu3ZtAoCSkhKLqVOn+hgMBgoAVq5ced+8rZ2dnT40NFSgVCrpX3zxRTEALFmypHLatGm+KSkprlFRUQ2P12124sQJbkpKiiuDwTByOBz99u3bi93d3XWpqaklY8eO9TN3UVq+fHlZcHCwRiqVskeMGFHXVlkfffSRW2pqasu01VVVVbfaq9eMxWIZd+7cWTR37lxvhUJB1+v11KxZs6rCwsKali5dWi6RSIQeHh7NQqFQpVQqn3iYBYDw8HD12rVrS8eNG+enVqtpFEWhf//+9QAwZsyY+gcPHjBiYmIC9Xo9ZWNjoxcIBOphw4Y1GAwGJCcnu7z++usdWSyWgcPhGL766qtiADh+/LjNokWLvJlMpgEAVqxYcd/b21u3ePHiB5MmTerI4/FEdDodqampJWw2+4kH3QkTJtRER0cLU1JSSszLvvjii9Jp06Z583g8kV6vp8LDwxU9evR4IntSWlpqQafTnyhTq9W2ZEGmTZtWExMTExAUFCQUi8UqX1/fJgAICwtrWrhwYUVUVJSARqMZg4KCVPv27Sv5/PPP702ZMsXnk08+cXVwcNBt3bq15bgCAgI0EomEL5fLLT7++OO7fzRbkZ6efmf69Okd165d66bT6agRI0bUREREqD///PN7CQkJHXk8niONRsNnn312t3///o3jx4+Xd+nSRQgAkyZNetizZ091fn6+ZXvlf/XVVyXTpk3zYbPZhr59+7Z5T8fFxdWNGjXK/9ixYx0+/vjjR9p2y5YtxbNmzeo4d+5cmre3tyY9Pb2krTLM5s+fX11SUsLs1KmT0Gg0Uvb29trvvvuuqK1tjx07ZtOvX7/6ttY9K+2mlf+XhYWFGTMzM1/0YRAEQRD/BFVVQEODKcvT3Gyapa2wEDh2DPD9ZWKpOTY22GhogNXGIAzx7IOdE/f9ZYdAUdQ1o9EY1nrZzZs3S0JCQqr/skr+gIsXL7KTk5NdDx48+Ke7feXn51sOGTIk0DwxweMmT57sHRoaqpo/f/5Tz1kikfDXrVtX2np64WcpMjIy8MKFCwXPo65/qtWrVzt17NixecKECY88RF++fJmdlJTkc/v27dwXdWxE2wYOHOifnJx83zz731/l5s2bjiEhIT5trSOZHoIgCIL4o8zTU5vH8axaBVy/DnzxxSMBT4aFBTayWXD4ehAadWpM75zwYo73OevZs6f66tWrDTqdDs/yWz1isVjIZrMNqampz33s0q8hAc+z9/bbbz+RGfzggw+cUlNTnZOTk/9298Q/XVNTEzV06NC6vzrg+TUk00MQBEEQf4RWC5SUAEymaba2o0eBGTOAqVMf6damBRDq6Ig7l9dC/eMyvB+xDJPCp8HL1usvO5S/a6aHIAjieSKZHoIgCIL4Kz0+PfWdO8DChUCXLsA77zyyabKVFXIqr4I6uwKDOg7CmK6TQKPIPEIEQRDPE/mvLkEQBEH8XubpqdlsQK02ZXgYDGDTJsDyl3HFd+h0rGToYLl3LNw4rvhgUDK0Rh0cOC//JAYEQRB/JyTTQxAEQRC/R1MT8ODBL9NTL1sGSKXAN98AHh4tmxkBJHKtoT0yCVRjJT6J2wdLhgXsLJ3RrGKBZdN28QRBEMRfj2R6CIIgCOK3Mk9PzWSaurbt2QPs2AG88QbQt+8jm/6XaYmzOVthyDuA17u/hc6uYrAZHDTVdUD9c52olSAIgnipgh6KomIpivqinvzfhCAIgngWHj4EdDpTF7a8PGDpUiAiAli06JHNqgHMbboL6sR8SLx6YXa3GTAY9GBqXdHQ8PJ/mNRMqVRS3bp14+t0uhd9KH87CxYscF+2bJnL48tDQ0MFz6P+3bt32wQFBQn9/PzEvr6+4qSkJE/zuo0bN9rzeDxRQECAmM/ni8aMGdOxurqaDgDp6em2QqFQxOfzRf7+/uLk5GRHALh58yZTIpHwBQKByM/PTzxu3LiOT6v/6NGj3D59+gQ827N8ecTFxfls2bLFDgDGjBnT8dq1aywAWLp0qWvr7Z71/ZOfn28ZGBgoBoCMjAx2XFycz7Os76/0UgU9RqPxiNFoTLK1tX3Rh0IQBEG8bMzTU1tZAY2NpnE8XC6wYYNpPE8rM1kGKA5OhA3TFmsHfwqDVo0ODDfUyi2g17+g438BPv30U8ehQ4fWPsvpqp8nrVb7zOu4fv163rMsX6vV4urVq6yFCxd6f/PNN8V37tzJkclkOX5+fhoA2Lt3r82GDRtcTpw4UVBYWJiTk5MjjYiIUJaVlTE0Gg315ptvdjx69GhBfn6+NDs7Wzpw4EAFAMyZM8d77ty5VXl5edI7d+7kzJ8//8GzPI/W5/O8GQwG6F/gD3nXrl13zR/hTUlJcWu97lnfP61JJBJ1RUWFZUFBQbsfSP07eamCHoIgCIJ4JrRaoKIC4HBMf1+yxDRj24YNgMujL+uP043Yd345UJ2PlTGfwo3BgbWFLRRyLnQ6YNgwYM2aF3AOL8Du3bsdRo8eXQeY3uxLJBL+oEGD/Hx9fcVDhw71NRgMAIBDhw5xhUKhiMfjieLj433UavUT6bD8/HxLX19f8ciRI314PJ5o0KBBfgqFgnbo0CHugAED/M3bHThwwGbgwIH+Op0OcXFxPoGBgWIejydasWKFM2D6OGliYqJXaGioIDAwUHzmzBkOAJw5c4YTGhoqEAqFotDQUMHNmzeZAJCSkuIQExPj17dv34CoqCje3bt3LcLCwvgCgUAUGBgoPn78uDUA7N+/36Zz584CkUgkjImJ8auvr/9Dz1gcDif019rr/PnznG7duvHFYrEwMjIy8O7duxYAsH79esegoCAhn88XvfLKK/4KhYIGmLIE06ZN8wwPD+fNnj3bc/Xq1a4LFy6sCA0NbQIACwsLLF269CEA/Oc//3Fbs2bNfV9fXy0AMBgMzJs3Tx4SEqKpq6uj6XQ6ysXFRQcAbDbbaP7WyoMHDyw6duzYbD4PiUSiBgCVSkWNGjXKh8fjiYRCoejIkSPc1uer1+vh4eHRyZxJAgBvb++g0tJSRnl5OeOVV17xDwoKEgYFBQlPnjxpBZiyZOPGjevYs2fPwJEjR/qiHa2zEgCwbNkylwULFrj/fHz8WbNmeXTq1Eno4+MTZL6OKSkpDv369fOPiooK9PHxCVq4cKGbuSw/Pz/xxIkTvcVisaioqMjy//7v/1yCgoKEPB5PNH/+fHdzPZ999pkDj8cT8fl80fDhw30BQCaTWUZERPB4PJ4oIiKCZw4U4uLifBISErxCQ0MFnp6enczZHIPBgMmTJ3v7+/uLe/fuHVBdXd3y5kAikfDPnTvHmT17todGo6EJBALR0KFDfVvfPwaDATNmzPA03/+bN2+2+6P31fnz5zl8Pl/UuXNnwYcffujcuo1jYmLq/vvf/9q1dw3+TkjQQxAEQRBP8/j01N98Axw4YOrS1rPnI5s2GnSYWHYKuJGGcZI30M8zHBYUDWh0hsFgms36/v0nhv88e4mJXpBI+H/pn8TEp35oqKmpiSotLWXy+fyWB+Hc3Fz2hg0bSgsLC3Pu3bvHPHXqlLVKpaJmzJjhu2vXriKZTCbV6XRITk52aqvMkpIS1syZMx/KZDIpl8s1JCcnO8XGxioKCwtZ5eXlDABIS0tzSEhIqL58+TKnoqLCoqCgIEcmk0nnzJkjN5ejUqlo169fz0tJSbmblJTkCwAhISFNGRkZebm5udLly5eXLV68uKW7V1ZWlnV6enrxTz/9JEtLS7Pv169ffV5enjQ3NzcnPDxcVVFRwVi9erXbuXPnZFKpNLdLly6q995774mua79XW+2l0WiouXPneh86dKgoJycnd8qUKdWLFi3yAIAJEybUZmdn5+bn50v5fL46JSXF0VxWUVER6+LFi7LNmzffz8/PZ4eHh6vaqrOwsJDdo0ePNte5uLjoBwwYUOft7R0cGxvr+/nnn9ubMx5z5sypevXVV3m9evUKXLFihbM5iFm7dq0zAMhkMumOHTvuJCUl+ahUqpaglk6nY+DAgXXbt2/vAAA//PCDlaenZ7OXl5duxowZXgsWLKjKzs7OPXDgQNHMmTN9zPvdunWLc+LEicIjR44U/9H21el01O3bt3PXrl1bunLlypag5datW1Z79uy5k52dnXP48GH7c+fOcQDT/ffaa6/Jc3NzpdnZ2azCwkLWrVu3cnNzc6U3btzgHDt2zDozM5O1bt06t7Nnz8ry8/Olqamp9wBg5syZ3uPHj5fLZDLpmDFj5LNmzWr5/VRVVVlkZmbmHTp0qGD58uUeAPDNN990KCwsZObn5+d8/fXXd7OysqwfP/6NGzeWMZlMQ15envTw4cOPtMPWrVs73L59m52bm5vz/fffy5YtW+ZpDmJ+7301depUnw8//PDejRs3nsgihYeHN166dIn7+PK/o5cj30wQBEEQz4p5emouF7h9G1i+HOjTxzR5QStGoxEzmu5BfmIufN274fWIBaBp1bCid0Stgo6jR4FDh0yxkkTyYk7leaqsrGRwudxHBvN06tSp0d/fXwsAYrFYVVRUZGljY6P39PTUBAcHawAgISFBvmHDBmcAT3SPcnV1bR44cGAjAEyaNEmekpLiTKPRqkaPHi3fvHmz/Zw5c+RZWVnW+/fvL66rq6OXlpYyp0yZ4hUbG1s/YsSIBnM548ePrwGAmJgYpVKppFVXV9Pr6upoY8aM8S0pKWFRFGXUarUtD+ZRUVENLi4uegDo3r1744wZM3y0Wi1t1KhRtT169FCnp6dzi4qKWBKJRAAAWq2W6tq1q/LPtmFb7WVvb68rKChg9+3blweY3ug7OTlpAeDatWvsZcuWeSgUCnpjYyM9Ojq6ZZDzyJEjf3c3w4yMDPbkyZN9GxsbacuWLSubPn167a5du+5mZGQ8OHbsGDclJcX19OnTNvv27St588035cOGDWs4ePCgzZEjRzp8/fXXTlKpVHrp0iXrN9544wEAhIaGNrm7uzffvn2b1bqe8ePH16xcudL9zTfflG/fvt0+Li6uBgAuXrxoU1BQwDZvp1Qq6bW1tTQAGDRoUJ21tbXxDzXsz+Lj42sBoEePHo1vvfVWSxetyMjIBldXVz0ADB48uPbHH3+0HjNmTJ2bm1tzv379GgHg+PHjNufOnbMRiUQiwBRI5+XlsbKysmixsbG1bm5uOsAUKALA9evXrY4dO1YEALNmzapZsWJFS1A9dOjQOjqdjq5duzbJ5XILADh79ix39OjRNQwGAz4+PtqIiAjF7zm38+fPt+zv5eWlCw8PV164cIFja2tr+D33lVwupysUCvrgwYOVAJCYmCj/4YcfWsaRuLm56aqqqix+b9u/CCToIQiCIIj2aDS/TE9dXw8kJQEODkBKiinz08qPmlrs+GE+GDQ61r66AVy9BrYWjqirYqOsDPi//wOiooBZs17AeaSllT7vKq2srAzNzc2PNBKTyWx5SKXT6dDpdJTR2PZza2FhocWQIUMCASAxMfHhsGHD6inq0V5v5r/PmjVLPnjw4AAWi2WMjY2ttbCwgJOTkz47O1t64MABm40bNzrv2rXLfs+ePSWt92tdzpIlSzyio6MVp06dKsrPz7fs27cv37yew+EYzP8eExOjPHfuXP6+fftsExISfOfOnVtlb2+vi4yMbPgzWYe2tNNeVEBAgLqtt+5JSUm+e/fuLYyIiFCnpKQ4nD17tuUNvLW1dcs58Hi8pitXrnAiIiLUj5cREBCgvnTpEic2NlYhkUjUeXl50smTJ3ur1eqWaymRSNQSiUSdlJRUExAQ0AlACQD4+Pho582bJ583b548MDBQnJmZyW7v+rbWr1+/xqlTpzLLy8sZx48f7/D++++XA6YXCZmZmbltBTdWVlaGJ0t6FIPBMJq7bgFAU1PTI/cji8Uy/rwd9Hp9y03R3n3W+j4wGo2YN29exVtvvVXdettVq1Y5UxT1u4Ix83GYy23vOH6Pp7X777mvqqur6U87DrVaTWOxWL96Lf4OSPc2giAIgmhL6+mpKQpYsMD0902bAHv7RzZValUYLd0EY0UmFg1cDz+OA6xpTGhqHaDXA7NnA9bWpliJTm+nvpeMk5OTXq/XU627MrWlc+fOTWVlZZbZ2dlMANi6datDVFSUIiAgQJuXlyfNy8uTLl68+CEAVFRUWJ4+fdoKAHbs2GHfo0cPJWB62HZxcdGuX7/ebfr06dU/b8vQ6/VISEioW7VqVdnt27c55jrT09PtAODEiRPWXC5X7+DgoG9oaKB7eno2A0Bqaqoj2iGTySw9PDy0CxcurJ44cWJ1VlYWp3fv3o2ZmZnW5nNQKBS0W7duMQFgzpw5Hlu3bu3whxvyMcHBwU01NTUMcztoNBoqMzOTBZiyDd7e3lqNRkPt3LnTvr0y/vWvf1V++OGHbuZj1Ov1ePfdd10AYPHixZVLly71LCoqanl739TURAFAfX097ejRoy2B1JUrV9ju7u7NgGkCBI1GQwHAvXv3GHV1dfSOHTs2R0ZGKrdt22YPALdu3WJWVFRYBgcHN7U+HhqNhpiYmLrZs2d7BQQEqM1ZlsjIyAZz9zgAuHTpEhttKC4utoiIiOA9vtzT01NXU1PDqKyspKvVaurEiRO/aaarCxcu2FRVVdGVSiX13XffdYiOjn4iaxcTE9PwzTffOJrHbhUXF1uUlZUxBg0a1HD48GH7yspKOgBUVVXRASA0NLTxyy+/tAOA1NRU+7CwsKdmAqOjoxV79uyx1+l0uHv3rsVPP/3UZhcyBoNhNLf74/vv3bvXXqfToby8nJGRkWEdFRXV2F597d1Xjo6Oemtra/2JEyesAeDrr79+5L6SSqVMPp//RPD8d0QyPQRBEATRlupq0wQG1tZAaipw/Lipa1tY2CObaQ1azCg9heprG9C1yzS86jcAHK0KljpPNGopvP8+UFBg+pyPs7OpyH+KXr161Z88edJ6+PDh7XbN4XA4xk2bNpXEx8f76/V6hISEqBYtWvSwrW39/Pya0tLSHGbPnt3R19dX03q7sWPHyjds2MAwz2pVUlJiMXXqVB+DwUABwMqVK++bt7Wzs9OHhoYKlEol/YsvvigGgCVLllROmzbNNyUlxTUqKqrh8brNTpw4wU1JSXFlMBhGDoej3759e7G7u7suNTW1ZOzYsX7Nzc0UACxfvrwsODhYI5VK2SNGjKhrq6yPPvrILTU1tWXsT1VV1a326jVjsVjGnTt3Fs2dO9dboVDQ9Xo9NWvWrKqwsLCmpUuXlkskEqGHh0ezUChUKZXKNkPs8PBw9dq1a0vHjRvnp1araRRFoX///vUAMGbMmPoHDx4wYmJiAvV6PWVjY6MXCATqYcOGNRgMBiQnJ7u8/vrrHVksloHD4Ri++uqrYsDU3WvRokXeTCbTAAArVqy47+3trVu8ePGDSZMmdeTxeCI6nY7U1NQSNpv9RBpiwoQJNdHR0cKUlJQS87IvvviidNq0ad48Hk+k1+up8PBwRY8ePe49vm9paakFnU5/okwmk2lcuHBhhUQiEXp6emoCAgKaHt+mLWFhYUpzV8e4uDh5r169VPn5+Y/MUDZy5MiGnJwcVrdu3QSAKQu0ffv24rCwsKaFCxdWREVFCWg0mjEoKEi1b9++ks8///zelClTfD755BNXBwcH3datW0varPxnkyZNqvv+++9t+Hy+2NfXt0kikbT5G5owYcJDoVAoCgoKUrUe1zNp0qS6S5cuWQuFQjFFUUbz9bh1q+1b7Gn31VdffVUybdo0Hzabbejbt+8jv40ffvjBZsiQIf8T34ppN638vywsLMyYmZn5og+DIAiC+F/V2AiUlprG8WRmAqNGAQMGAJs3m7I+PzMajThWmYXBPySCbe2Gg2MPwlHfDDeaO+of2OCHH4A5c4DXXwf+9S/TPk1NAIsFuLu3U/cfQFHUNaPR+Eg0dvPmzZKQkJDq9vZ5Hi5evMhOTk52PXjw4J/u9pWfn285ZMiQwIKCgpy21k+ePNk7NDRUNX/+/Kees0Qi4a9bt660V69ebQ7W/6tFRkYGXrhwoeB51PVPtXr1aqeOHTs2T5gw4U8/fKekpDhkZmZabd269YnginiUWq2munfvzs/MzMyzsPh7DOu5efOmY0hIiE9b60imhyAIgiBa0+lM3dg4HKCmBpg5E/DwANavfyTgAYAHdWWYeOMDQKvCylc3wspohBPdFspqLh48MM1sHRYGvPWWaXu93pTp8fB4Aef1AvTs2VN99erVBp1Oh2f5rR6xWCxks9mG1NTU5z526deQgOfZe/vtt9vMDBLPVmFhoeX7779f9ncJeH4NyfQQBEEQhJnRCJSVmSYwYDKBSZOAy5eBw4eBoKBHNlU1KTDm5ic4eutzRL+6Ect5g+Gi08JK1RGNCgbGjQPu3QNOnvwlyGloANzdjLDh6gDaX/eg8HfN9BAEQTxPT8v0kIkMCIIgCMKsrs7UtY3NBj75BPjxR2DlyicCHq1Og51F3+Ho7S9gJR6Lf/NiwdGqYKt3Q5OKgY8+Am7dMiWHzAGPUgnY2QE27HqgibyYJgiCeJ5I0EMQBEEQwKPTU58/b4pYRo4EJkx4ZDOjwYC8slt44/Z6oIMPVvVbDbpODVfKAYoaDi5dAr78EkhMBAYNMu3T1ARYWgJODlpAXQUY9S/gBAmCIP65yJgegiAIgjBPT21paQp8Xn8dCAgA1qx5YhxPtbwUU/M+garxAXpP/h5BAJxhAW2dA2pqTDNbBwUB77xj2l6vNw0T8uloBE3zAMDL162cIAji745kegiCIAjCPD01nW6abq2xEfjiC1PWp5VGhRwfF+/E1XtnwOn3Hyy28wNT3wwbjRu0zTTMn28q5vPPTUOCjEZTUW5ugCWlBHQKYMVHwIXLL+hECYIg/plI0EMQBEH8szU2mmZps7ICkpOBn34C1q4FeI9+61CrVuL7istYm50KBA7G250TQGkU8DK6QtXARGoqkJFhSg75+f1StIMDwLXSAZoqYP0XAOcL4KukF3Ciz59SqaS6devG1+l0L/pQ/nYWLFjgvmzZMpfHl4eGhgqeR/179+616dSpk9DX11csEAhEgwcP9isoKLAEgLi4OB82mx1aW1vb8pz42muveVEU1bWiooIBAHQ6vatAIBAFBgaK+/btG1BdXU0HTFOLs1isLgKBQGT+89lnnzkAwMcff+zA4/FEPB5PFBgYKN62bVsHAPj++++tgoODBQKBQOTn5ydesGDBUyd0T0lJcZg8ebL3M2oamM8jMDBQDABHjx7l9unTJ+DXjkEikfDPnTvHAQAPD49OPB5PxOfzRT179gy8d+/eC+9dFRcX57NlyxY7ABgzZkzHa9eusQBg6dKlrq23ex734OrVq50++eQTh2ddT2sk6CEIgiD+uXQ6oKLCND31998Dn31mGsMTF/fIZgZtMwprivD6zbXQs+3RbfDnCGuqgxudC02NDa5fB1JSgDFjTMOAANM4HibTFPRAIwf2HgGufgSIAMSNeu6n+iJ8+umnjkOHDq19ltNVP0/a5/Bl2evXr+c9y/K1Wi2uXr3KWrhwofd///vf4uLi4py8vDzp+PHj5YWFhS0f4PTy8tKkp6d3AAC9Xo+LFy9ynZ2dWxqAyWQa8vLypAUFBTkdOnTQJScnO7XeNy8vT2r+8/rrr8uLioos1q9f73b58uV8mUwmzczMzA0LC1MBwNSpU31TU1Pv5uXlSWUyWc6ECRNqnmUbtG6LZ+ns2bOy/Px8aWhoqGrZsmVurdcZDAbo9S9ubN+uXbvumj/km5KS8sixPY978I033pBv2rTpiaD/WSJBD0EQBPHPZDQCVVWmMTuVlcCbbwJisWm2ttYMBshry/FOQSpK64phMeIbLKZosDAYYd3ggro6CvPmmYYArVpl2kWnM43lcXcHaAYVcOF74F8LgXgA2QxgT/nzPtsXYvfu3Q6jR4+uA0xvyyUSCX/QoEF+vr6+4qFDh/oaDAYAwKFDh7hCoVDE4/FE8fHxPmq1mnq8rPz8fEtfX1/xyJEjfXg8nmjQoEF+CoWCdujQIe6AAQP8zdsdOHDAZuDAgf46nQ5xcXE+gYGBYh6PJ1qxYoUzYHobn5iY6BUaGioIDAwUnzlzhgMAZ86c4YSGhgqEQqEoNDRUcPPmTSZgeqMfExPj17dv34CoqCje3bt3LcLCwvjmLMfx48etAWD//v02nTt3FohEImFMTIxffX39H3rG4nA4ob/WXufPn+d069aNLxaLhZGRkYF37961AID169c7BgUFCfl8vuiVV17xVygUNMD0hn/atGme4eHhvNmzZ3u+//77bgsWLKjo0qVLk7neCRMm1MfExCjNf4+Li6vZu3evPQB8++233G7duikZDEabA9K6d+/eWFZWZtnWOrOKigoLKysrg62trR4AbG1tDQKBoBkAampqGN7e3loAYDAYMD+MV1VV0fv37+/P4/FEISEhgitXrrBblymXy+keHh6dzMGDQqGgubq6Bms0GionJ4cZFRUVKBaLhV27duVfv36d1VZb/Nbr8mf07t1bUVxczMzPz7f08/MTT5w40VssFouKioos/+///s8lKChIyOPxRPPnz2/JcH322WcO5kzR8OHDfQFAJpNZRkRE8Hg8nigiIoLXOjOXkJDgFRoaKvD09OxkzuYYDAZMnjzZ29/fX9y7d++A6urqlrcP5qzU7NmzPTQaDU0gEIiGDh3qC/xyDxoMBsyYMcPT/BvavHmzHfDH7k2JRMJ//fXXPbp168ZftWqVC5fLNXh6emrMv7/ngQQ9BEEQxD9TXR2gUJjG8cycaYpSUlMBFuuXbYxGKGur8HX1aewvOAT0egdz3MPAaVbAS++GZjUDS5aYvr/z+eemhJHRCKhUpoDHgmEA8q8CQ6YAiUYAFPCVAQjiP99zTUz0gkTC/0v/JCZ6Pa3KpqYmqrS0lMnn85vNy3Jzc9kbNmwoLSwszLl37x7z1KlT1iqVipoxY4bvrl27imQymVSn06F11qC1kpIS1syZMx/KZDIpl8s1JCcnO8XGxioKCwtZ5eXlDABIS0tzSEhIqL58+TKnoqLCoqCgIEcmk0nnzJkjN5ejUqlo169fz0tJSbmblJTkCwAhISFNGRkZebm5udLly5eXLV68uOWBOCsryzo9Pb34p59+kqWlpdn369evPi8vT5qbm5sTHh6uqqioYKxevdrt3LlzMqlUmtulSxfVe++996ffYrfVXhqNhpo7d673oUOHinJycnKnTJlSvWjRIg8AmDBhQm12dnZufn6+lM/nq1NSUhzNZRUVFbEuXrwo27x5832ZTMaSSCSqp9XN4/E0crmc8fDhQ/qOHTvsx48f32b2RafT4cyZM9zhw4fXmZeVlpYyW3dvO378uHX37t1Vjo6OWi8vr06jRo3y2bFjh615+6SkpCqhUBg0YMAA/+TkZEeVSkUBwOLFi91DQkJUMplM+t5775VNmTLFt3XdDg4OeoFAoPruu++4ALBz507b6OjoeiaTaZw2bVrHjRs33svJyclNTk6+P2vWrJauaK3b4nddkD/o8OHDHUQikRow3cOvvfaaPDc3V5qdnc0qLCxk3bp1Kzc3N1d648YNzrFjx6wzMzNZ69atczNnilJTU+8BwMyZM73Hjx8vl8lk0jFjxshnzZrV8husqqqyyMzMzDt06FDB8uXLPQDgm2++6VBYWMjMz8/P+frrr+9mZWVZP35sGzduLDNn7Q4fPlzcet3WrVs73L59m52bm5vz/fffy5YtW+ZpDmJ+770JAHV1dfSrV6/mr1ixogoAunTp0vjjjz9yn0Wbt+XlyDcTBEEQxO9hnp7a2hp4913g+nVg82bA95FnKjQ31OJyUxHezfgADK+e8ItcilcayuAIe+hrrfDNN8DZs6ZxPEKhaR+lEnB0/HkOhAclQI8hQIQOCAKQZgT0tsCdu8/5hJ+/yspKBpfLfWQwT6dOnRr9/f21ACAWi1VFRUWWNjY2ek9PT01wcLAGABISEuQbNmxwBvDg8TJdXV2bBw4c2AgAkyZNkqekpDjTaLSq0aNHyzdv3mw/Z84ceVZWlvX+/fuL6+rq6KWlpcwpU6Z4xcbG1o8YMaLBXI75AT4mJkapVCpp1dXV9Lq6OtqYMWN8S0pKWBRFGbVabUu2KSoqqsHFxUUPmLIaM2bM8NFqtbRRo0bV9ujRQ52ens4tKipiSSQSAQBotVqqa9euSvxJbbWXvb29rqCggN23b18eYHob7+TkpAWAa9eusZctW+ahUCjojY2N9Ojo6HpzWSNHjmyzm2FlZSW9d+/e/KamJtrkyZMfrly5ssq8LjY2tjYtLc0+KyvLavv27Y/ctObsQFlZmWVQUJBq+PDhLe1r7t72eF3nzp0rOHv2LOfkyZM2S5cu9crMzLT68MMPy9etW1fx2muv1Rw9etRm9+7dDnv27HHIyMjIz8jI4O7bt68QAIYOHapISkpiyOVyeusy4+Pja9PT0+1iY2MVu3fvtp89e/bD+vp62vXr163j4+NbMoDNzc0t17O9tvg9KOqJZOQTy6Ojo3k0Gg1CoVD14Ycflsnlcrqbm1tzv379GgHg+PHjNufOnbMRiUQiwBSM5+XlsbKysmixsbG1bm5uOgAw33vXr1+3OnbsWBEAzJo1q2bFihUtgfnQoUPr6HQ6unbt2iSXyy0A4OzZs9zRo0fXMBgM+Pj4aCMiIhS/5xzPnz/fsr+Xl5cuPDxceeHCBY6tra3h996bADBu3LhHAmdnZ2ddXl4eC88JCXoIgiCIf5bW01N/+y3w1VfAtGnAq68+ulmjEnf1NVhw9T1o6ZbQj9yBxU11oBvpsKpzhFQKfPABMGQIMHGiaR+12pTtMY3jUQJhUQBNCUyiAKkRuGELyOuAC5nP95zT0kqfb4WAlZWVobm5+ZEeJUwms6V7FJ1Oh06no4zGtqfwLiwstBgyZEggACQmJj4cNmxY/eMPmua/z5o1Sz548OAAFotljI2NrbWwsICTk5M+OztbeuDAAZuNGzc679q1y37Pnj0lrfdrXc6SJUs8oqOjFadOnSrKz8+37Nu3b0s6jsPhGMz/HhMTozx37lz+vn37bBMSEnznzp1bZW9vr4uMjGw4cuTII2/K/6x22osKCAhQ37hx44lxF0lJSb579+4tjIiIUKekpDicPXu25S26tbV1yznweLymjIwMTkREhNrV1VWfl5cnXbZsmYtSqXwkoJgyZUqtRCIRjho1Sk6nP7KqZUyPXC6nDxw4MGDNmjXO77zzzhOBams0Gg19+vRR9enTRxUTE9Mwbdo0nw8//LAcAMRisUYsFj9csGDBQwcHh86VlZX0tu4NiqIeWThu3Li6lStXelRVVdGzs7M5sbGxDQ0NDTQul6trK/B6vC3+KEdHR11dXd0jjVJXV0d3cXFpCfTPnj0rMwcugKk7Xut7yWg0Yt68eRVvvfVWdetyVq1a5fz4ef4aFovVsn3rdmsvOPst2vttAr//3gQALpf7SLs3NTXR2Gz2n74Wv9XfvnsbRVHDKYraTFHUIYqiBr7o4yEIgiD+x5mnpy4rAxYtArp0Af7970e30Wggb67HfwrSkP0wG9phWzCWbQe3pga4NLlDVU/D3LmAh4dpwjeKMo3jMRoBV1eAMhqAyCigtByYwwLoRmCPNSD/+cW7ne2Tx/WScXJy0uv1esrcVak9nTt3biorK7PMzs5mAsDWrVsdoqKiFAEBAVrzQPjFixc/BICKigrL06dPWwHAjh077Hv06KEEAB8fH62Li4t2/fr1btOnT6/+eVuGXq9HQkJC3apVq8pu377dMnYgPT3dDgBOnDhhzeVy9Q4ODvqGhga6p6dnMwCkpqY6oh0ymczSw8NDu3DhwuqJEydWZ2VlcXr37t2YmZlpbT4HhUJBu3XrFhMA5syZ47F169YOf7ghHxMcHNxUU1PDMLeDRqOhMjMzWYApU+Dt7a3VaDTUzp077dsr4+23365cv369W1ZWVstbdpVK9cQzYWBgYPPbb79dNm/evIftleXg4KBPSUm5t2HDBheNRtPutS4pKbG4cOFCyzXIzMzkeHh4NAOmbmnmMSG3b99m0el0o6Ojo7579+6KLVu2OACmcSR2dnY6e3v7Rx6SbW1tDSEhIY0zZszw7tevXz2DwYC9vb3B09OzOS0trWVsy+XLlx8ZD2R25swZzogRI3zaO+72REZGNl67ds3aPCvbuXPnOM3NzTR/f//mX9vXLCYmpuGbb75xNI//Ki4utigrK2MMGjSo4fDhw/aVlZV0wDS2CQBCQ0Mbv/zySzsASE1NtQ8LC3tqNjE6OlqxZ88ee51Oh7t371r89NNPbXYlYzAYxrauXXR0tGLv3r32Op0O5eXljIyMDOuoqKjG9up72r3ZFplMxgwKClI/7Rz+Si8k00NRVBqAIQAeGI3GoFbLBwH4BAAdwJdGo3GN0Wg8COAgRVF2ANYBOPkCDpkgCIJ4GZinp2YwgKQk0z83bTJlfcx0Oigaa7FPeQVbbv0XNmGzweYNxriaO7AxuoChYGHp/5nmQDh4ELCx+WUcj7c3YGEBIH4UkHkDGGAFiBqBfZaArNXzyUsym9mv6dWrV/3Jkyethw8f3m63Gg6HY9y0aVNJfHy8v16vR0hIiGrRokVtPmT7+fk1paWlOcyePbujr6+vpvV2Y8eOlW/YsIFhHgRfUlJiMXXqVB+DwUABwMqVK1vGb9jZ2elDQ0MFSqWS/sUXXxQDwJIlSyqnTZvmm5KS4hoVFdXweN1mJ06c4KakpLgyGAwjh8PRb9++vdjd3V2XmppaMnbsWD9zN6rly5eXBQcHa6RSKXvEiBF1bZX10UcfuaWmpraM/amqqrrVXr1mLBbLuHPnzqK5c+d6KxQKul6vp2bNmlUVFhbWtHTp0nKJRCL08PBoFgqFqsczN2YSiUT9wQcflE6ePNm3sbGRZmdnp/fw8NC8//77T8yw8XgWoi09e/ZUC4VC9ZdffmnXv39/pXlMj3n9xIkTq0ePHl23aNEiz6qqKgsmk2m0t7fXbt68+R4AbNu2zWHp0qVeLBbLwGAwjF9++WUxg8HA2rVry8ePH+/D4/FEbDbb8PXXX7eZSRs9enRtYmKi39GjR/PNy9LT0+9Mnz6949q1a910Oh01YsSImoiIiCcesEtKSphsNvtXsyqXL1+2cXFxCTb/ffv27UVr164tHTRoUKDBYKCsrKz027Ztu/N4RuxpRo4c2ZCTk8Pq1q2bADBlFLdv314cFhbWtHDhwoqoqCgBjUYzBgUFqfbt21fy+eef35syZYrPJ5984urg4KDbunVrydPKnzRpUt33339vw+fzxb6+vk0SiaTN3+GECRMeCoVCUVBQkKr1uJ5JkybVXbp0yVooFIopijKuWLHivre3t+7WrbZv06fdm21tf/XqVes1a9ZU/Nb2+rPaTSs/00opqhcAJYCt5qCHoig6ABmAAQDuA7gKYJzRaJT+vH49gO1GozHr18oPCwszZmY+564DBEEQxN+bTgeUlJgCnH/9C9ixA/jmG6Bv31+2MRjQXF+DK4xKDD80DhTXA/LpGVijrkWoWgfXOk8c3k3h//4P+L//M81/AJgmMnB2BuztAfxrCbDmA8CFDbyrBuQUsMwImN9PWzCA6J7AqR//slOjKOqa0WgMa73s5s2bJSEhIb/6wPosXbx4kZ2cnOx68ODBP93tKz8/33LIkCGBBQUFOW2tnzx5sndoaKhq/vz5Tz1niUTCX7duXWmvXr2eOpD/rxIZGRl44cKFgudRF/H7zZgxwzMxMVEeHh7+3DIOxF/734bWbt686RgSEuLT1roX8qrJaDSeoyjK57HFEgCFRqPxDgBQFLUTwDCKonIBrAFw7GkBD0VRSQCSAMDb+5l+r4ogCIL4X9N6euoDB0wBzxtvPBrwADAoGlDK0eGt75dBpWuCftRu9DUaENqkhI3KB6UFFN57z7Rb0s/fF1WrTfMh2NkB+PJLU8BjwQAmGAAOgNWtAh5LC1PXuo6PfOfwpdWzZ0/11atXG3Q6HZ7lt3rEYrGQzWYbUlNTn/vYpV9DAp6/t9TU1OcygxvxqAcPHlisXbu27HnW+XfKr3sAaP0fq/sAwgG8AaA/AFuKogKMRuOmtnY2Go1fAPgCMGV6nvGxEgRBEP9L6utN01OXlwNLlwIREabxPK0plXjIMiAl77+4UnYFPrGb8dCRh5k1d2ChdYVFnQXmzjVlcz75BKDRTPEL8PM4nu9PmyIhigIGOABdq4D9+OX/bJYWQPPPOxQWPq8zf+HmzZsn//Wtfh2fz29uL8uTk5OT+1vLycjIyP/1rQiCeJZaz6b4vPydgp62Br8ZjUZjCoCU530wBEEQxEtCo/kly5OUBHC5wIYNj46rUamgoOtxqv46Prv6GYJFo3ErdCoWNT5EBz0XXCUX/1ll6h23e7cp8DEYTFmejh0BRn6OafY3oxEI4wGDZKZg59DP5ZsDHhoN8PKCfvoM/Pae/wRBEMSf9XcKeu4DaP2hM08A/4xPVhMEQRDPhnl6agsLYOFCoLgY2LkTcGn13UiNBs1GHaQWtVj8/RK423ZEyZBUdNJrMEClBEPZEWePAvv2mYqIiDDt1thoKoZdWw50725K+3QJAjplA3YwTcujg6mrW7PW9M8OdqifugDKjmHwaONwCYIgiGfj7zRl9VUAgRRF+VIUZQlgLIDDv6cAiqJiKYr6or6+/tc3JgiCIF5+crkpGNm92zTV2qJFQM+ev6zX6WBo1qCMS+H/zr2LalU1vEZ8AxXLFvPry2HUuKGxkI7/e8cU7Lz5pmk38zieDgwlEBZm+iJpJz6gzjZ1yD4OoAgAgw5odQDTEmCy0DR7AW4GhKPUus3ZcwmCIIhn5IUEPRRFpQO4DIBPUdR9iqKmGo1GHYDXAZwAkAtgt9FobLPvbnuMRuMRo9GYZGv78n//gCAIgvgVjY2moKeoCFi+3DT7wBtv/LLeYABUKjy0Y2KLdDtO3TmF4dHLcNm7J8apa+Ct7QBmHRuL5wFsNvDZZwCdDjT//BUOVwctqJ49gIoKwNcLKC4CpgGoArAXAJ0G6PQAmwkYjNDNnIMbvEjMWC3G119bPf/2IAiC+Ad7IUGP0WgcZzQa3YxGo4XRaPQ0Go1f/bz8O6PRyDMajf5Go/H9F3FsBEEQxEtApzMFI1qtaV5pR8dfZh8wUyrR0IGNS/IbWHtpLaL9+uNizyXw1GsxQdEIrcIOXyUDubmmXV1dTXFSUxPg4W4EfXgscPs24OwI1NUDQ3WAK4AvATRTgN4AsFlAUzOMiYnI7/EqlqcLkJdtDUtOu9/3e6kolUqqW7dufJ1O9+sb/8MsWLDAfdmyZS6PLw8NDRU8j/r37t1r06lTJ6Gvr69YIBCIBg8e7FdQUGAJAHFxcT5sNju0tra25Qfz2muveVEU1bWiooIBAHQ6vatAIBAFBgaK+/btG1BdXU0HTFOLs1isLgKBQGT+89lnnzkAwMcff+zA4/FEPB5PFBgYKN62bVsHAPj++++tgoODBQKBQOTn5ydesGCB+9OOPSUlxWHy5MnPdKre/Px8y8DAQPFfWaZEIuGfO3eO8/jy7du327799tuugOm+cHZ2Dja37fbt21/4m/yjR49y+/TpEwA8eqzffPNNh2vXrrV8fHTevHnuBw8ebPMDqH+V8vJyRlRUVOAf2ffvNKaHIAiCIP488/TUALB4sWlMz759P39E52dKJTQ2HBQZ5Xjr1FuwY9nDZchmnKVb4MPaUuhVrsg7TWHbN6aYyTyztVJpCn5Y82YCJ04AVlYAywLgVgMxAH6Aqa8CjQKYTEDVBMSPQvGr8fj8bEecPOoIhH+Ki7mdYRq6+nL79NNPHYcOHVr7LKerfp60Wi0sLCyeaR3Xr1/Pe5bla7Va3Lhxg7Vw4ULvAwcOFHbp0qUJMD3MFhYWWgYGBjYDgJeXlyY9Pb3D7Nmza/R6PS5evMh1dnbWmsthMpmGvLw8KQCMHDnSJzk52Wnt2rWV5n3N68yKioos1q9f73bjxo1cBwcHfX19Pc0cQE2dOtU3PT29KCIiQq3T6XDz5k0WnoPncT1/iwkTJtQDaBmbMXPmzKqVK1dWZWVlsfr168cfO3bszdYfPX2Rx936WA8ePNhBp9PVmz8I/PHHHz/TsfharRbu7u46FxcX7cmTJ60GDhz4u94e/Z3G9PxpZEwPQRAE0TI99datwPHjwDvvmMbdmKnVMLCYKGfp8P7591FcV4w5Qz7Hvg4dMaipHsGNtlCUWuLdJUBoKLBkiWk3lQqwtQVsN60BvvjCNPubrwdQVmHq1lYHYAdMHz+1sDAFPP17oyJhOvYWu2HTp55AbBIQMxe3Ow96/u3yAuzevdth9OjRdYDpbbFEIuEPGjTIz9fXVzx06FBfg8H0AaNDhw5xhUKhiMfjieLj433UavUTM7rm5+db+vr6ikeOHOnD4/FEgwYN8lMoFLRDhw5xBwwY4G/e7sCBAzYDBw701+l0iIuL8wkMDBTzeDzRihUrnAHT2/bExESv0NBQQWBgoPjMmTMcADhz5gwnNDRUIBQKRaGhoYKbN28yAVNWISYmxq9v374BUVFRvLt371qEhYXxzW/ijx8/bg0A+/fvt+ncubNAJBIJY2Ji/Orr6//QMxaHwwn9tfY6f/48p1u3bnyxWCyMjIwMvHv3rgUArF+/3jEoKEjI5/NFr7zyir9CoaABpszNtGnTPMPDw3mzZ8/2fP/9990WLFhQYQ54ANPDbExMjNL897i4uJq9e/faA8C3337L7datm5LBYLT5SZDu3bs3lpWVWT7tvCoqKiysrKwMtra2egCwtbU1CASCZgCoqalheHt7awGAwWDA/BBdVVVF79+/vz+PxxOFhIQIrly58shgOLlcTvfw8Oik1+sBAAqFgubq6hqs0WionJwcZlRUVKBYLBZ27dqVf/36dVZbbfFbrkl+fr5l165d+SKRSCgSiYSnTp1q6Z/6zjvvuPB4PBGfzxfNnj3bAwAuXbrEDgkJEfB4PNGAAQP8Hz582BKxfP311w6P33vtZa66dOnSRKfTUVlZyZBIJPzXX3/do1u3bvxVq1a5tHcPZGdnM3v06MHj8/kikUgkzMnJYRoMBsyYMcPT/FvYvHmzHfD0e2zv3r02vr6+4q5du/L37t3bwXxM5mM9deqU1enTpzu88847ngKBQJSTk8OMi4vz2bJlix3Q/m/aw8Oj0/z5891FIpGQx+OJzNeloaGBFh8f7xMUFCQUCoUicxbw8d8fAAwfPrxu69atDr/l2rX2UgU9ZEwPQRDEP5x5eurcXGD1atM00tOm/bK+uRmgKDy0YWBf3n7sy92H2eFvYmfgq7A2GjC7Xg2lwgb/mWea4XrjRlMM09xs6hnn/ONOUP/6l2llt1AgWwYMBeANIA0AxTZlmpo0QJcgyBe8he+V9vjPe37Qxw8Dum4GjEAgN+j5tktiohckEv5f+icx0etpVTY1NVGlpaVMPp/fbF6Wm5vL3rBhQ2lhYWHOvXv3mKdOnbJWqVTUjBkzfHft2lUkk8mkOp0OycnJTm2VWVJSwpo5c+ZDmUwm5XK5huTkZKfY2FhFYWEhq7y8nAEAaWlpDgkJCdWXL1/mVFRUWBQUFOTIZDLpnDlzWr4XpFKpaNevX89LSUm5m5SU5AsAISEhTRkZGXm5ubnS5cuXly1evLjlgTgrK8s6PT29+KeffpKlpaXZ9+vXrz4vL0+am5ubEx4erqqoqGCsXr3a7dy5czKpVJrbpUsX1XvvvfdE17Xfq6320mg01Ny5c70PHTpUlJOTkztlypTqRYsWeQDAhAkTarOzs3Pz8/OlfD5fnZKS4mguq6ioiHXx4kXZ5s2b78tkMpZEIlE9rW4ej6eRy+WMhw8f0nfs2GE/fvz4mra20+l0OHPmDHf48OF15mWlpaXM1t3bjh8/bt29e3eVo6Oj1svLq9OoUaN8duzY0fKwlpSUVCUUCoMGDBjgn5yc7KhSqSgAWLx4sXtISIhKJpNJ33vvvbIpU6b4tq7bwcFBLxAIVN999x0XAHbu3GkbHR1dz2QyjdOmTeu4cePGezk5ObnJycn3Z82a1RJUtG6L33Id3N3ddefPn5dJpdLcXbt23Zk/f743AOzevdvm22+/tbt27Vpefn6+dPny5ZUAkJCQ4Lt69er7MplMKhaL1UuWLGnprtfWvdeeH374wYpGoxnd3Nx0AFBXV0e/evVq/ttvv/2gvXtg/PjxvjNnznyQn58vzczMzPP29tZu3bq1w+3bt9m5ubk533//vWzZsmWe5iCpvd/k66+/7nP48OHCq1ev5j948OCJtNKAAQMa+/fvX7dq1ar7eXl5UrFYrGl1jk/9TTs6OuqkUmluYmLiwzVr1rgAwNtvv+3Wp0+fhuzs7Nzz58/nv/POO54NDQ004NHfHwD07NmzMSMjw/q3XLvWXo58M0EQBEEYDKZxPAoFMHs24OkJrF9vClAAQK8HNBo0uNrj+sNrePfHdyHxCIdl1NuQ0i3xdn0VGAon7PoEuHkdSE0FvL1NxWo0gG/pOdAnTTSVFd0L+PGs6bPawwFcAlBoBWiaAKMBCPBG/fLluESzworV3qgb2RPwyAKMgIgbgSTR4hfTRs9RZWUlg8vlPjKYp1OnTo3+/v5aABCLxaqioiJLGxsbvaenpyY4OFgDAAkJCfINGzY4A3jweJmurq7N5i4tkyZNkqekpDjTaLSq0aNHyzdv3mw/Z84ceVZWlvX+/fuL6+rq6KWlpcwpU6Z4xcbG1rf+GKL5AT4mJkapVCpp1dXV9Lq6OtqYMWN8S0pKWBRFGbVabUu2KSoqqsHFxUUPmLIaM2bM8NFqtbRRo0bV9ujRQ52ens4tKipiSSQSAQBotVqqa9euSvxJbbWXvb29rqCggN23b18eABgMBjg5OWkB4Nq1a+xly5Z5KBQKemNjIz06Orql68vIkSPb7GZYWVlJ7927N7+pqYk2efLkhytXrqwyr4uNja1NS0uzz8rKstq+ffvd1vtpNBqaQCAQlZWVWQYFBamGDx/e0r5tdW8DgHPnzhWcPXuWc/LkSZulS5d6ZWZmWn344Yfl69atq3jttddqjh49arN7926HPXv2OGRkZORnZGRw9+3bVwgAQ4cOVSQlJTHkcvkjn7iKj4+vTU9Pt4uNjVXs3r3bfvbs2Q/r6+tp169ft46Pj2/JADY3N7dcz/baoj3Nzc3U1KlTO0qlUjaNRsPdu3eZAHDq1CmbiRMnVnO5XAMAuLi46OVyOV2hUNAHDx6sBIDp06fL4+Pj/cxltXXvPV7fpk2bXHbv3u1gZWWl37p16x3az2MRx40bVwMAt27dYrZ1D9TW1tKqqqosJ0+eXAcAHA7HCMB4/vx57ujRo2sYDAa8vLx04eHhygsXLnBsbW0Nbd1jXC5X7+npqenUqZMGACZMmCD/8ssv23wR0ZabN2+ynvabHj9+fC0ASCQS1eHDh+0A4Mcff7Q5ceJEh5SUFFcA0Gg0VGFhoSXw6O8PMAWhDx48eGpmsS0k6CEIgiBeDnK5aZaBRYuA2lrg8GHAxsa0zmgEGhuhcXXC3aZyLD61GBZ0C8x/dQOmse3RpbkRfWu5yLxIx39TgUmTgCFDTLsqlYBngxSWsa+YAqeePYFz502f1E4CoAZwyApQqkzf4rHvAOXqFci0scUHKY4o7N0NsLsHGIEQ22jw5UvQWPucO1qkpZU+3woBKysrQ3Nz8yMnymQyW7pH0el06HQ6ymhss8cUCgsLLYYMGRIIAImJiQ+HDRtWT1GP9noz/33WrFnywYMHB7BYLGNsbGythYUFnJyc9NnZ2dIDBw7YbNy40XnXrl32e/bsKWm9X+tylixZ4hEdHa04depUUX5+vmXfvn355vUcDsdg/veYmBjluXPn8vft22ebkJDgO3fu3Cp7e3tdZGRkw5EjR4r/UGO1o532ogICAtQ3btx4YuxPUlKS7969ewsjIiLUKSkpDmfPnm0ZVG5tbd1yDjwerykjI4MTERGhdnV11efl5UmXLVvmolQqH3kAnzJlSq1EIhGOGjVK3npMyc/HZsjLy5PK5XL6wIEDA9asWeP8zjvvPBGotkaj0dCnTx9Vnz59VDExMQ3Tpk3z+fDDD8sBQCwWa8Ri8cMFCxY8dHBw6FxZWUlv696gKOqRhePGjatbuXKlR1VVFT07O5sTGxvb0NDQQONyubq2Aq/H2+K3eP/9912cnZ21+/btKzYYDGCz2V0BwGg0PnEv/Zr27uHWzGN6Hl9uDq7auwdqamra/A9Le78xoO17rL3j+q2eVh8AsFgsIwAwGAyjuT6j0Yi9e/cWhoSEaFpve+HCBavWvz/AlEliMpm/6xoCL1n3NoIgCOIfyjw99VdfAWfPAitXAkGtupApldA7OaLMWI+PfvoItx/cxgevfITPnUTQAlgk16C8nIO1CwCh0DTDtblYh6YyWMdEmQKqkBAgM9OU/nkFQACAfWzgfqNppjYWE+rV/0KmswM2fqvDBV6PRwIeQf087H74f/js8OUX0EjPl5OTk16v11Pmrkrt6dy5c1NZWZlldnY2EwC2bt3qEBUVpQgICNDm5eVJ8/LypIsXL34IABUVFZanT5+2AoAdO3bY9+jRQwkAPj4+WhcXF+369evdpk+fXv3ztgy9Xo+EhIS6VatWld2+fbtl1qz09HQ7ADhx4oQ1l8vVOzg46BsaGuienp7NAJCamuqIdshkMksPDw/twoULqydOnFidlZXF6d27d2NmZqa1+RwUCgXt1q1bTACYM2eOx9atWzv84YZ8THBwcFNNTQ3D3A4ajYbKzMxkAaauU97e3lqNRkPt3LnTvr0y3n777cr169e7ZWVltUwYoFKpnngmDAwMbH777bfL5s2b97C9shwcHPQpKSn3NmzY4KLRaNq91iUlJRYXLlxouQaZmZkcDw+PZsDULc08luT27dssOp1udHR01Hfv3l2xZcsWB8A0/sTOzk5nb2//yMOura2tISQkpHHGjBne/fr1q2cwGLC3tzd4eno2p6Wl2QGmTMjly5fb/DjWmTNnOCNGjPBp77gBoL6+nu7m5qal0+nYuHGjg3kM0aBBgxq++eYbR/PYqaqqKrqDg4PexsZGbx7r9dVXXzlERES0ZP3auveeVndb2rsH7O3tDa6urs3ffPNNBwBQq9WUQqGgRUdHK/bu3Wuv0+lQXl7OyMjIsI6Kimp3EoDOnTs33b9/3zInJ4cJAO3dS9bW1npzF7TH92/rN/20c+rTp0/D+vXrXcz3wcWLF9v9mFl2djaLx+Opn1ZeW16qoIdMZEAQBPEPZJ6eOivL1J1t5EhgwoRf1jc2Ah064IFFM04XncaWG1uQGDoV9bxYnLNgY4qiHjYNHfDJW0CTGti0yfRdHo0GsFA3wHFEFFBTA/j4AKX3TCucAYwGcJsBnFIDNtaAXg/Ve6/jJ18PfJVVhv2sYQDb1ONHbB0JnnoydtUtABxz0Xj3OY/peUF69epVf/Lkyaf2vedwOMZNmzaVxMfH+/N4PBGNRsOiRYvafMj28/NrSktLc+DxeKLa2lpG6+3Gjh0rd3NzazYPgi8pKbGIjIzkCwQCUWJiou/KlStbxm/Y2dnpQ0NDBa+//nrH1NTUEgBYsmRJ5bvvvuvZpUsXgfmhti0nTpzgikQisVAoFB06dMhu8eLFVe7u7rrU1NSSsWPH+vF4PFHXrl0Ft2/fZgGAVCplu7u7a9sq66OPPnJzcXEJNv95WjuZsVgs486dO4uWLl3qyefzRWKxWHT27FlrAFi6dGm5RCIRRkVF8QIDA5vaK0Mikag/+OCD0smTJ/v6+vqKu3TpIsjPz2clJCTIH9/2rbfeqm49XqMtPXv2VAuFQvWXX35pBzw5pmfVqlXOzc3N1KJFizzNU2Tv3bvX7rPPPisFgG3btjn4+fkFCQQC0eTJk32//PLLYgaDgbVr15ZnZWVxeDye6N///rfH119/3WYmbfTo0bWHDh2yN3f/AoD09PQ7W7ZsceTz+aLAwEDxvn37OrS1b0lJCZPNZj+RmtBqtZSlpaUBAObNm/cgPT3dISQkRCCTyVhsNtsAAKNGjWqIiYmp69y5s1AgEIjee+89VwDYsmVL8ZIlSzx5PJ7o1q1b7DVr1rTMatbWvfd7Pe0e2LZtW/GGDRuceTyeKCwsTFBaWsqYNGlSnVgsVguFQnHv3r15K1asuO/t7d3uPPIcDsf46aef3h0yZEhA165d+V5eXs1tbTdhwoSalJQUV6FQKDIHSOb9f+tv2mzNmjXlOp2OMk8Q8s4773i0t+2pU6e4gwYN+t0P++2mlf+XhYWFGTMzM1/0YRAEQRDPmtFompL67l1g2DDAzg749lvTVNIAoFYDlpaod7DGjQe3MGLXCLhz3ZE67ihG2HrCWq/HpnvAjo1M/PdD4MMPgTFjTL3YVLUaBE7tBVpmBuDgAFhbm+oBgLcB+AFYDAAdgLoGqJYl4aeoUGwpLsa2e2sByghQQIBlTwQzhmF/9VrTvk02EDMHIfuDjX9ZM1AUdc1oNIa1Xnbz5s2SkJCQ6r+skj/g4sWL7OTkZNeDBw/+6W5f+fn5lkOGDAksKCho88PlkydP9g4NDVXNnz//qecskUj469atK+3Vq9dTB/L/VSIjIwMvXLhQ8DzqIn6/GTNmeCYmJsrDw8MfyRxs27atw44dO+y/++67Oy/q2Ii2hYWF8Y8dO1bo5OT0xNuJmzdvOoaEhPi0tR8Z00MQBEH876qvN43fWbjQlNHZs+eXgKfZ9HKyyckOZQ33sPT7pdDoNfhk8EZ8ZOWIaoqOFfIm3M60xjcfmxJEo0ebdm1UGuH3rzGmgIfNNk2KcPOmaWUfAGKYPkJKsweqa9A4ZxwuRvhhY8kZHCrdaRrvQwFeiEAgsyf21y4DNK6AEYD1A1ScGvpcm+lF6dmzp/rq1asNOp0Oz/JbPWKxWMhmsw2pqanPfezSryEBz99bamrqEzO4zZs3z/3YsWMd0tLS/tIxWsSfV15eznjzzTer2gp4fg3J9BAEQRD/mzQaoKQE+PRTYMMGICUFiIszrdPrAZUKem8v3FVX4rOrn+Gjnz7Cx4M+hm3QeCRyHDG0sRGTcqwwczgFLtv0SR9ra9PEBR4fvAmrr1IAOh2IjDSNEwIAOwDJAIoBbLYHHtRAGT8I56Z0x/v3TuNS1QXTdhTgrOkOkTMfP9Z+A1R1Alj1AKca2H4MnpQEpSW/e/Khdv1dMz0EQRDPE8n0EARBEC8X8/TU58+bAp4JE34JeIxGQKmE0dMTD3T1+On+T/jkyieIE8ahnygew1m2sDfo8VoFC//5N4X6GmD7EVPA09QEOHydbAp4AKB/f+DEiV/qnUYDaAZgr40p4OndDd9PCMEi2X9R2FAMGOgAXQ+uIgyeHnb4sf6/QElfwK4IYNcC35wCrTwcfSb88ZmRCIIgiN+PTGRAEARB/O+Ry4HiYuCttwCx2DRbm5lCAbi4oMHCgLv1d7Ho1CJ0tO2IFf1WY4OFFYrolpj7UIfjWxm48j2wfJlpoje9HmAd2gn7//z8DZ3+/YGTJ38pN4oOdDYA3zJhlCnQGByAw3N6Ympuqing0VkCdD2Y8lC4uQJZDceA22MB+wJTlmfr98D9cBgMFDp2fL7NRRAE8U/3UgU9RqPxiNFoTLK1tf31jQmCIIj/TY2NpizPggWmSOWLLwDWzzPvKpWAnR2auGxUKCqw7MwyVKuq8fngz1HEtMUWJhc9VRo4XWJh8xrglRggIcGUHNJ/fwZub00EBQAREcCPP5pWAIA9HZigB4ppMB7RocnLGVsXRGNq3ueQa+oAjTXAaAatuhMc3Rsha8wELs8DOp4DLFXAf78HyrsCoDBlCjB+/AtoN4IgiH8w0r2NIAiC+N9hnp7644+BGzeAzZtNU0kDppnaWCzoHexR3lCKnTk7cerOKazovQI+Lp0wkWkDmhGYWmSBf88HnF2AD9cBFAU0Z96C95xYUHq96UM9t26Z6gIAOg2YTAFswPg1A1ouC+uX9sC7d7dAbzSA1uQIA6saqBbAxkWOMvUD4IfVQPinAE1nCniqggFQiI0F5s41daUjCIIgnp+XKtNDEARBvMSMRqCqCjh2DNiyBZg2DXj1VdO6n2dqM7q5oUr1ELcf3MZ/LvwH/f36Y0roVGynM5FpwUZitR7b3qbhQRnw+QagQweguagUnq/1B6VWAe7upm/yNP783T6KAqKsgG46GE5YQl9O4c0lQfi/BwegNxrAbPIwBTw1vmA7PoCiuQ74dgPQ/WOAMgBfnwGqQgBQiIgA/u//TJPB/VOCHqVSSXXr1o2v07X7SZB/rAULFrgvW7bM5fHloaGhgudR/969e206deokNH83Z/DgwX4FBQWWABAXF+fDZrNDa2trW54TX3vtNS+KorpWVFQwAIBOp3c1f1Olb9++AdXV1XTANLU4i8Xq0vo7PZ999pkDAHz88ccOPB5PxOPxRIGBgeJt27Z1AIDvv//eKjg4WCAQCER+fn7iBQsWuD/t2FNSUhwmT57s/Yya5qUjkUj4586d4wBAdHR0QHV1Nb26upq+Zs0aJ/M2JSUlFoMGDfJ7lsdx9OhRbp8+fQIAID093Xb+/PlPvc5/NRL0EARBEP8bGhpMGZi33wa6dAH+/W/Tcr3eFPR4eqJOp0SFogLzT8yHPdseH73yEYopGlJYtuA36cD8ygI/HAXmLwa6dQP08jq4TeoPem01KC7XFI1UVf1Sp58DjHEKGCvoMOzTYsQSL2xSXQIFwEbvCw2rDKj3AKPDAxj0FPT704B+/wYMDFPA81AMwJQ8Wr3aNJu2vb0p2Pon+PTTTx2HDh1a+yynq36etNo2vzH6l7p+/Xresyxfq9Xi6tWrrIULF3r/97//LS4uLs7Jy8uTjh8/Xl5YWNgypaCXl5cmPT29AwDo9XpcvHiR6+zs3NIATCbTkJeXJy0oKMjp0KGDLjk52an1vnl5eVLzn9dff11eVFRksX79erfLly/ny2QyaWZmZm5YWJgKAKZOneqbmpp6Ny8vTyqTyXImTJhQg+fgeVzPx73oFwBnz54tdHR01MvlcvpXX33lbF7u4+OjPX78+HP7JtGYMWPqjx8/3kGhUDy3WIQEPQRBEMTfn3l66oULAQYD2LQJsLQ0ZX8aGwF3dzTRjahqrMKai2twt/4uPov5DCy2PdZaWEFB0THuCh2frQQiooE3ZwNGdRPsJ78Ky7syUAwGwOMBMtkvdfq4AdHVQAdA9YUe4W/Z46ixEBYUAy70QDTQiwGlIyjuA7DhCM3OLcCQ2YCWBfz3B6BaCMCUPPrgA8DJCbC1BZydTQmkf4Ldu3c7jB49ug4wveWVSCT8QYMG+fn6+oqHDh3qazAYAACHDh3iCoVCEY/HE8XHx/uo1eonWig/P9/S19dXPHLkSB8ejycaNGiQn0KhoB06dIg7YMAAf/N2Bw4csBk4cKC/TqdDXFycT2BgoJjH44lWrFjhDJjeeicmJnqFhoYKAgMDxWfOnOEAwJkzZzihoaECoVAoCg0NFdy8eZMJmLIKMTExfn379g2Iiori3b171yIsLIxvznIcP37cGgD2799v07lzZ4FIJBLGxMT41dfX/6FnLA6HE/pr7XX+/HlOt27d+GKxWBgZGRl49+5dCwBYv369Y1BQkJDP54teeeUVf/MDZVxcnM+0adM8w8PDebNnz/Z8//333RYsWFDRpUuXJnO9EyZMqI+JiVGa/x4XF1ezd+9eewD49ttvud26dVMyGIw2v3PSvXv3xrKysqfOwV5RUWFhZWVlsLW11QOAra2tQSAQNANATU0Nw9vbWwsADAYDXbt2bQKAqqoqev/+/f15PJ4oJCREcOXKFXbrMuVyOd3Dw6OTXm/6ZItCoaC5uroGazQaKicnhxkVFRUoFouFXbt25V+/fp3VVlu0d7ytsxKA6eO3KSkpDgDg4eHRaf78+e4ikUjI4/FE5rIXLFjgPnz4cN/u3bvzOnbsGLR+/XpHc1nh4eG82NhYXz6fL9bpdJgxY4ZnUFCQkMfjiZKTkx3N9bzzzjsuPB5PxOfzRbNnz/YAgEuXLrFDQkIEPB5PNGDAAP+HDx/SAdO9PGvWLI9OnToJfXx8gsz3olKppIYMGeLH4/FEgwcP9mtqamr5PXl4eHSqqKhgLFy40LO0tJQpEAhEM2bM8MzPz7cMDAwUA4BKpaJGjRrlw+PxREKhUHTkyBEuYPotDBw40D8qKiqwY8eOQTNnzmxpv/bu/71799r4+vqKu3btyt+7d28H8/Y0Gg09evRQ7Nq167kNxCdBD0EQBPH3Zp6eevVqIDfX9F0eDw/TOoUCcHaGjsNCWUMZjhUcw97cvZjffT4kXhE4RjFwnGWDEQ8M2DKNgrUN8FkKQIMB3JnjYXXj8i8TF7T+vpufJ8CuAPoBlScB4Sg2shhycBkceLMDUKkvAJpsACs5nGl8KHekAnGTAQ0X+O+PgJwPwBTkfPih6dumXC7g5vaCAp7ERC9IJPy/9E9iotfTqmxqaqJKS0uZfD6/2bwsNzeXvWHDhtLCwsKce/fuMU+dOmWtUqmoGTNm+O7atatIJpNJdTodWmcNWispKWHNnDnzoUwmk3K5XENycrJTbGysorCwkFVeXs4AgLS0NIeEhITqy5cvcyoqKiwKCgpyZDKZdM6cOXJzOSqVinb9+vW8lJSUu0lJSb4AEBIS0pSRkZGXm5srXb58ednixYtbHuiysrKs09PTi3/66SdZWlqafb9+/erz8vKkubm5OeHh4aqKigrG6tWr3c6dOyeTSqW5Xbp0Ub333ntPdF37vdpqL41GQ82dO9f70KFDRTk5OblTpkypXrRokQcATJgwoTY7Ozs3Pz9fyufz1SkpKS0P00VFRayLFy/KNm/efF8mk7EkEonqaXXzeDyNXC5nPHz4kL5jxw778ePHt5l90el0OHPmDHf48OF15mXmh2nzn+PHj1t3795d5ejoqPXy8uo0atQonx07drQ87CYlJVUJhcKgAQMG+CcnJzuqVCoKABYvXuweEhKikslk0vfee69sypQpvq3rdnBw0AsEAtV3333HBYCdO3faRkdH1zOZTOO0adM6bty48V5OTk5ucnLy/VmzZrV0h2vdFr/rgrTi6Oiok0qluYmJiQ/XrFnTcq1zc3PZp0+fLvjpp5/ykpOT3UtKSiwA4NatW1bJycllRUVFOR9//LGjra2tPjs7O/fmzZu5//3vf53y8vIsd+/ebfPtt9/aXbt2LS8/P1+6fPnySgBISEjwXb169X2ZTCYVi8XqJUuWtHQL0+l01O3bt3PXrl1bunLlSncAWLdunTObzTbIZDLpsmXLKqRSqdXjx79+/fr75ozc4x9oXbt2rTMAyGQy6Y4dO+4kJSX5mK+JVCrlHDx48E5ubm7O4cOH7QoLCy3au/9VKhX1+uuv+xw+fLjw6tWr+Q8ePLBoXU9YWFjj+fPnn1tn35cj3/wziqJiAcQGBAT86rYEQRDE/wi5HNi1C9i92zQLQN++puVKJWBrC2OHDqhSVqC4thjvnHkH3T26483wN1EJ4AOWLVy1BqgW0XGvCEjbCbg6Apx/zYPN6QOmcnr3Ns3U9jNjgDeoe/dgWEfHrTI9eneko56hhivbEU5MF9yuywGa2QCrAb60SJR+sxzG+Dig0dE0aUG9DwCAyQTWrQP8/U3Bj7s7QPsHvWqsrKxkcLncR/rydOrUqdHf318LAGKxWFVUVGRpY2Oj9/T01AQHB2sAICEhQb5hwwZnAA8eL9PV1bV54MCBjQAwadIkeUpKijONRqsaPXq0fPPmzfZz5syRZ2VlWe/fv7+4rq6OXlpaypwyZYpXbGxs/YgRIxrM5Zgf4GNiYpRKpZJWXV1Nr6uro40ZM8a3pKSERVGUUavVtoSnUVFRDS4uLnrAlNWYMWOGj1arpY0aNaq2R48e6vT0dG5RURFLIpEIAECr1VJdu3ZV4k9qq73s7e11BQUF7L59+/IAwGAwwMnJSQsA165dYy9btsxDoVDQGxsb6dHR0S3f8Bg5cmSb3QwrKyvpvXv35jc1NdEmT578cOXKlS39O2NjY2vT0tLss7KyrLZv33639X4ajYYmEAhEZWVllkFBQarhw4e3tK/5Yfrxus6dO1dw9uxZzsmTJ22WLl3qlZmZafXhhx+Wr1u3ruK1116rOXr0qM3u3bsd9uzZ45CRkZGfkZHB3bdvXyEADB06VJGUlMSQy+X01mXGx8fXpqen28XGxip2795tP3v27If19fW069evW8fHx7dkAJubm1uuZ3tt8XuMHz++FgAkEonq8OHDdublMTExddbW1kZra2tdREREw/nz563s7Oz0wcHBjebM1unTp23y8vI45v0UCgVdKpWyTp06ZTNx4sRqLpdrAAAXFxe9XC6nKxQK+uDBg5UAMH36dHl8fHzL2Jv4+PhaAOjRo0fjW2+9ZQkAFy5csJ47d+4DAAgPD1fzeLynBriPu3TpkvUbb7zxAABCQ0Ob3N3dm2/fvs0CgMjIyAYHBwc9AAQEBDQVFRUxa2pq6G3d/zdu3GB5enpqOnXqpAGACRMmyL/88suWFxqurq66ysrKv+4rzb/ipQp6jEbjEQBHwsLCpr/oYyEIgiD+AioVcPky8O67pmzMwoWm5Wq1KapwcUGdph416hrMPzkflnRLfPrqp2im0fEJnYn7DCbG7wd2bANemwcMiATYn36ADls/NZXTvfsjAY/B3we0whJoZ3HwHVOF+GpAy9CDb+sLGwsbXK2+afoej6UanRgjINsxC7r4EYDCzRTwNJiSAzQasGqV6fs/tramTM8LHdaSllb6vKu0srIyNDc3PxLmMZnMlu5RdDodOp2OMhrb7DGFwsJCiyFDhgQCQGJi4sNhw4bVU4+lycx/nzVrlnzw4MEBLBbLGBsbW2thYQEnJyd9dna29MCBAzYbN2503rVrl/2ePXtKWu/XupwlS5Z4REdHK06dOlWUn59v2bdvX755PYfDMZj/PSYmRnnu3Ln8ffv22SYkJPjOnTu3yt7eXhcZGdlw5MiR4j/UWO1op72ogIAA9Y0bN54Y+5OUlOS7d+/ewoiICHVKSorD2bNnueZ11tbWLefA4/GaMjIyOBEREWpXV1d9Xl6edNmyZS5KpfKRgGLKlCm1EolEOGrUKDmd/siqljE9crmcPnDgwIA1a9Y4v/POO08Eqq3RaDT06dNH1adPH1VMTEzDtGnTfD788MNyABCLxRqxWPxwwYIFDx0cHDpXVlbS27o3KIp6ZOG4cePqVq5c6VFVVUXPzs7mxMbGNjQ0NNC4XK6urcDr8bZoj4WFhdHcnRAANBrNIzcNi8UyAgCDwTDqdLqWde3do63vIaPRSK1fv/5eXFxcQ+ttv/vuO5vH9/81rY4Der2+3eP4Pdr7TQKApaVl63vSqNVqKaPRiLbu/0uXLrGfdhxqtZpisVi/ei3+Kv+gd04EQRDE/xSdDigoMH2Ph8sFNm40RQ4/z9QGDw+o9Ro8aHyAT658guwH2fjolY/gynXHRaMRu9j2iKgw4OBkILg7sHQ+wN77DezWLIERMEUkGRkt1ek7eoMquQd1dxt8JFRheDmgpQE9nDvDkeNgCnj0dIDRjHDaLNzZmwTN8OFAgwfw9Y8/Bzym/8EvXmyKp2xtAW9vwMIC/zhOTk56vV5PmbvFtKdz585NZWVlltnZ2UwA2Lp1q0NUVJQiICBAax4Iv3jx4ocAUFFRYXn69GkrANixY4d9jx49lIBpELaLi4t2/fr1btOnT6/+eVuGXq9HQkJC3apVq8pu377NMdeZnp5uBwAnTpyw5nK5egcHB31DQwPd09OzGQBSU1Md0Q6ZTGbp4eGhXbhwYfXEiROrs7KyOL17927MzMy0Np+DQqGg3bp1iwkAc+bM8di6dWuHP9yQjwkODm6qqalhmNtBo9FQmZmZLMDUbc/b21ur0WionTt32rdXxttvv125fv16t6ysLJZ5mUqleuKZMDAwsPntt98umzdv3sP2ynJwcNCnpKTc27Bhg8vjgUFrJSUlFhcuXGi5BpmZmRwPD49mwNQtzRxg3L59m0Wn042Ojo767t27K7Zs2eIAmMbF2NnZ6ezt7R95SLa1tTWEhIQ0zpgxw7tfv371DAYD9vb2Bk9Pz+a0tDQ7wJQNu3z58iPjgczOnDnDGTFihM/jy/39/TWFhYVstVpNyeVy+oULF2zaO7fWjh071kGlUlGVlZX0n376iRsZGdn4+DYDBgyo//zzz53M7XXr1i1mQ0MDbdCgQQ3ffPONo3ksVlVVFd3BwUFvY2OjN4/X+eqrrxwiIiKemkWMjIxUbtu2zR4Arl69ypLJZJzHt7G1tdU3Nja2GQe03v/WrVvMiooKy+Dg4Ka2tgWA9u7/zp07N92/f98yJyeHCQCP35P5+fkssVisftq5/JVeqkwPQRAE8ZIwGoHKSuCdd4DiYlP3NmfnX2Zq8/aGjgaU15Xjwr0L+Or6V5gaOhUD/QfigdGID5h2YOmBB2NpYFgC6z4D7C+eRIeFiTDSaKA8PYHCQtN4IQB6dzdQZWVocLPGvMEN+LoGAAUM9+qDemhwpvQSYKABoCFCtRz550LQOHgEqHpfGLecARqdYQ54pk4FBg0CbGyAjh1NCal/ql69etWfPHnSevjw4Yr2tuFwOMZNmzaVxMfH++v1eoSEhKgWLVrU5kO2n59fU1pamsPs2bM7+vr6alpvN3bsWPmGDRsY5kHwJSUlFlOnTvUxGAwUAKxcubJl3IKdnZ0+NDRUoFQq6V988UUxACxZsqRy2rRpvikpKa5RUVENj9dtduLECW5KSoorg8Ewcjgc/fbt24vd3d11qampJWPHjvUzd6Navnx5WXBwsEYqlbJHjBhR11ZZH330kVtqamrLeJCqqqpb7dVrxmKxjDt37iyaO3eut0KhoOv1emrWrFlVYWFhTUuXLi2XSCRCDw+PZqFQqHo8c2MmkUjUH3zwQenkyZN9GxsbaXZ2dnoPDw/N+++/X/74tm+99Vb1rx1Tz5491UKhUP3ll1/a9e/fX2ke02NeP3HixOrRo0fXLVq0yLOqqsqCyWQa7e3ttZs3b74HANu2bXNYunSpF4vFMjAYDOOXX35ZzGAwsHbt2v9n77zjqqr/P/46d98L97L3kHnv5bJEFEVBc0tKTlwpmgO35Qitn7ky04xSzEEmFlaONHNUmuXeAxfzAgoiS8YF7p7n98f1Eiqoldr4nufjwUM559zPOh/gvM57lY8ePdpHKBRKuFyu6csvv2zRkjZ8+HDZhAkT/A4dOpRvObZjx47bkydPbrN69Wo3g8FADB48uC46OvqxB+zi4mI2l8t9zLQREBCgj4+PlwUFBQX7+vpqgoODn8lFLCIiQtmzZ8/A8vJy1vz58yt8fHz0WVlZnObXzJkzp6a4uJgdGhoaRJIkYW9vr//pp5+Khg0b1piZmclr27ZtEJPJJHv16tXw2WeflW3btu3OtGnT2syePZvm7e2t3bFjR/GTxjB//vz7I0eO9BUKhZLg4GBVaGjoY8LL1dXVGBkZqXiQcrxh7ty5TVa65OTk+2PHjm0jFAoldDodaWlpxS2tkYUn7f/169eXDBgwIMDe3t7QsWNHRW5ubpP4PHXqFH/16tVlz7Kuz4NWzcr/Ztq3b09eaR6QSkFBQUHx76KhwZwBYPlyYMECcywPSZoTF3h4gLS2Rrm8HLfrb2PgjoHwEHjgwMgDIBlsrAUN6/muiEwHrk4EVmUA41yuwWlQLGg6DSAQgCBJoL4eAGBwdgTkjbhvw8CIRDXO8Mx/FycHDEGxrhpH754GSALQWaNt+XpU3rVCZZcxoNUHwJR+HFA5wiJ4+vUzW3lsbIDAQLOB6mVAEMRVkiTbNz9248aN4vDw8Kc+sL5Izp49y12zZo3rDz/88JfdvvLz81kDBgwILCgoyG7pfGJiondERIRqzpw5T5xzVFSU6OOPPy7t2rXrH4pz+LPExMQEnjlzpuBl9EXxx5kyZYrnhAkTajt27PiXLQ5z5851t7a2NjaPi6JomdLSUsbw4cP9zp8/L3361c/OjRs3HMPDw31aOkdZeigoKCgo/llotcCvvwKrVpmTFsycaT7+IFMb+HzI1HVo0DQg+ZdkaI1abOy/EUwGG5eMeqTzveBTRuLqRAIJSUCCqBiOr/YFTacFGAwQXC5Qbn6hbbAVwKhRo9CeRPxoNYp5JOgA5geNxTVV8QPBA0DpDJ/L36LOqgKVXV4Ho1EIw9YTgNoeFsETHg7Mn28uPurr+/IEzz+ZLl26qC9fvtxoMBjwImv1BAcHB3G5XFNaWtpLj116GpTg+WfzaOYyipfD7du3WSkpKS/155Wy9FBQUFBQ/HMwmYBbt4D4eLMr25Ej5mqeSqW5cKirK9QGDUrqS7Alcws+ufAJ1vVbh2GSYagxGTGTaYPzHD7YHQl46YBtX9UicnA0GHdvAyBB+PoCRUUAAIMVDzoOE+dt5RgygoSCRYINYKkkEceVJThcctIseOoCYPvTITi2O4tC8RSwGiXQpZ0ANLawCB53d+Crr8yubGKxuSbPy+SfaumhoKCgeJk8ydLzn0pkQBBEPEEQnzc0NDz9YgoKCgqKfx41NeYMbRUV5gKk9vbmTG0sFuDiAgNpRFljGW5U3cDai2sxTDIMwyTDoAWw1wic5gngsIUA8oAl67Vo+8arYJQUgTAZQYjFTYLHyGJBbcPDt94N6Pu6CQomCTsasEXcFycsggcAyiPBzDgP987HURiUBHZDKHSbTz4keKytgbQ0gE4H/PwAx1ZD4CkoKCgo/i7+U6KHJMmDJEkm2di8tOKuFBQUFBTPC5UKSEkBfvvNnMAgMvKhTG0kQaBCXgGZRoa3jryFNjZtsLLHSpAA8rRqbOa7QVAJVM0G5n9kQtwHw8G5fgkEaQIZJAFyzNlrTXQ66jzs8H5wDSYPNBtzfBjAIV9f7FDr8bNF8BT1BL48jcDB3yLHdwY4sgjovjgGaG1hETwMBrBli9nC06bN31h8lIKCgoLiiVAxPRQUFBQUfz8GA3DwoFn0vPoqMGmS2b1NqzWrCQYDMnUdlDol/u/Y/6FOXYeDow7CimWFaqMeaUwH3GcygOHAwGEkppyfDptfDphTU/sHALlmwUMSBO4EuWBeSDn2iwGQQFs6gQPeTMzSueHH0mMAACJnGMjvdiJg9HrktJkLdnUnYMchkCrbpiETBLBmjdkY5eVlHub/UvFRCgoKin8T1K9nCgoKCoq/F5I0W2HefNOsHlJSzMeVSnOwDIcDlV6F+4r72J2zG0dvH8V7Xd9DiHMItCSJ4zoTDgpswM4A/O8DH7h/BLftaSBpdJDuHkBRIQiYLTpXojwwrEs5DjwoO9lbxcBJPxKLND7YV3oOAMDKHgdy93dwH5yKwoC5YFXGwvrg99DI7B4a9pw5QHCwOX4nIMDs3kZBQUFB8c+EEj0UFBQUFH8vMhkwfbo5hXRamrnATbNMbQaTAeWN5SiqL8IHpz9AH/8+eKPtGyABFGmV+IzvCVodAXIBkDrwewR/vBAmJgukwAZEeVmT4DnU3RMDY+4h28WcgXpUMRP7woBF9Tb4ssKcNdW+6A3ovvsSgj5rUR42F8x7PeB5MQO1pa6wuLQBwKBBQP/+AI8HSCRmNzeKx1EoFESHDh1EBoPh7x7KP465c+e6L1682OXR4xEREeIX3XdqaqpDYmKi99PG4+HhEVpRUcEAgAULFrgGBAQEC4VCiVgslhw7dszqSX1ERUWJTp069VhRTIrHyc/PZwUGBgYDwKlTp3jjx4/3AswFWY8ePdq0zh999JHTZ5995vAixzJ06FCfbdu22QHAgAED/G7duvWfqTRG/ZqmoKCgoPj70GqBZcuAs2eB1auBkBCzhcfGBrCzA0mSqJBXQKlXYtZPs2DPtUdKnxQQBIFqgwbf0BxRxGUC44EVA26h38fDYWJzzfpEYa4vSQLYPMAN88LvAQQBPY3EvMsMvJXggqW1ZVhXb05+41szDne2bwWz6ydo7DwPjDtxCCv/FFevt3loyOHh5rJBABAR8b9dfPRprF+/3vG1116Tvch01S8TvV4PJpP5Qvu4du1a3otsX6/X/+HP/Prrr1ZHjhyxvXXrVg6XyyUrKioYWq32pUSvveh05y3xMu5za3Tt2lVlqSF17NgxvrW1tbF3795KAEhOTm6xaO+LYtq0afc/+OAD1507d5a8zH5fFJSlh4KCgoLi78FkAvbsAdavB4YMAV5//aFMbSAI1KpqodKr8P6p91HSUIINr26APdceWtKEyxrgW4Ed8DMQV1WL5K87gWSzQeh1IEkTCIMBJIB3hjtgevsK0EkCajqJlF9pSIjrgI9k9/BxvblsQwQ5Anc+2waiSwr0PeaBXvAauqpX4+pR4UNDdnY210zVas2Ch0e9x34iu3fvdhg+fHg9YH5rHRUVJerXr5+fr69v8GuvveZrMpkAAPv37+cHBQVJhEKhJCEhwUetVj/2QJ2fn8/y9fUNHjJkiI9QKJT069fPTy6X0/bv38/v3bu3v+W6ffv2Cfr06eNvMBgwdOhQn8DAwGChUChZtmyZM2C2QEyYMMErIiJCHBgYGHz8+HEeABw/fpwXEREhDgoKkkRERIhv3LjBBsxWkbi4OL8ePXoExMbGCktKSpjt27cXicViSWBgYPDhw4etAeD7778XtG3bViyRSILi4uL8Ghoa/tQzFo/Hi3jaep0+fZrXoUMHUXBwcFBMTExgSUkJEwBSUlIcQ0JCgkQikaRv377+crmcBpjf3k+aNMmzY8eOwunTp3v+0TGVlZUx7e3tDVwulwQANzc3g4+Pjx54+r1bvXq109SpU5v6TE1NdRg3bpwXAGzcuNE+NDQ0SCwWS0aPHt3GYhHk8XgRb731lntYWJj4t99+s25tXM2tEs+6dh4eHqHTpk3zCA0NDQoNDQ3Kyspit7RG2dnZ7NjY2MDg4OCgyMhI0bVr1ziAuahm7969/UUikUQkEkkslpilS5e6BAYGBgcGBgYvX77cGTDvWT8/v+CRI0e2CQgICO7SpUugQqEgLPdQJBJJ2rZtK/7kk0+cLXM4dOgQv3v37gH5+fmsjIwMp82bN7uIxWLJ4cOHrZtb486dO8cNDw8XC4VCSe/evf2rq6vpgHl/W+bn4+MTYtmfBoMBU6ZM8QwJCQkSCoWSNWvWOAKAyWRCYmKit7+/f/Arr7wSUFNT06Qw+/Xrpzh9+rTgzwjlfyKU6KGgoKCg+HvIzjbH8QQGmq08er05vsfdHaDRoNKrUK2qxuHCw9ibuxdzO81FJ89OZrc2lRIbOF7Q6Qm4LdMj42YH0ECCrlbByGWDptVCSwdGjbfGakktBFoCWjqJHd8TCOvRCxt0l7D+QXWDrvzBuPnB10DMhyB7vw1a3lD0Yy/Dib0haO7SxuGYM7Wp1WbBY2v7dyzan2TCBC9ERYme69eECV5P6lKj0RClpaVskUiksxzLzc3lbtiwobSwsDD77t277KNHj1qrVCpiypQpvrt27SqSSqU5BoMBa9asabHSUXFxMWfq1KnVUqk0h8/nm9asWeMUHx8vLyws5JSXlzMAID093WH8+PE158+f51VUVDALCgqypVJpzowZM2ot7ahUKtq1a9fyUlNTS5KSknwBIDw8XHPp0qW83NzcnCVLlpQlJyc3PahnZmZa79ix486FCxek6enp9j179mzIy8vLyc3Nze7YsaOqoqKCsXLlSrdTp05Jc3Jyctu1a6d6//33H3Nd+6O0tF5arZaYPXu29/79+4uys7Nzx40bVzN//nwPAHj99ddlWVlZufn5+TkikUidmpralEC9qKiIc/bsWemWLVv+cDHOQYMGNZaXl7N8fHxCxowZ4/3jjz9aP1jHp967sWPHyn766Sdby/d79uyxHz16tCwzM5OzZ88e+ytXruTl5eXl0Gg0cvPmzQ4AoFaraSEhIeqbN2/m9e3bV/G81s5yTiAQGG/dupU7ZcqU+7NmzWrax83XaNKkSW02btx4Nzs7O3fNmjX3pk2b5g0AU6dO9Y6NjZXn5+fnZGdn57Rr105z+vRp3rfffutw9erV3CtXruRmZGQ4nT17lgsAd+/e5cyePft+YWFhto2NjTEjI8MOACZOnOjzySef3L1+/XqLlj2RSKRLTEysnjp1alVeXl5Ov379HlqH8ePH+65cufKeVCrNCQ4OVi9YsMDdcs5gMBC3bt3KXb16deny5cvdAWDt2rWONjY2xqysrNwbN27kfvXVV055eXms7du32xYWFrLz8/Ozv/zyy5LMzMymdaLT6WjTpo3mwoUL/4nXO/8NezMFBQUFxb+LxkZgwgRzmuo9e8w+YiqVOQUakwm9UY/yxnJUKavw7rF3Ee0ZjdkdzT5l93Uq/GhyxHU7Jmhvk/iuJAF2qnLQtVro+Hww5XLU8ICB41g476IAXwuYaMCR7QAtris+EJzD0UYjAKCXy6u4sHA7jF1WAt2XgMgaiXj7BTj6dRhMxt8FD40GpKaaY3eCgsyGKIonU1lZyeDz+Q8F84SGhir9/f31ABAcHKwqKipiCQQCo6enpzYsLEwLAOPHj6/dsGGDM4D7j7bp6uqq69OnjxIAxo4dW5uamupMo9Gqhg8fXrtlyxb7GTNm1GZmZlp///33d+rr6+mlpaXscePGecXHxzcMHjy40dLO6NGj6wAgLi5OoVAoaDU1NfT6+nraiBEjfIuLizkEQZB6vb5pA8TGxja6uLgYAaBTp07KKVOm+Oj1etqwYcNknTt3Vu/YsYNfVFTEiYqKEgOAXq8nIiMj/9TD+tPWy97e3lBQUMDt0aOHEDC/qXdyctIDwNWrV7mLFy/2kMvldKVSSe/WrVtT4cIhQ4Y80c2QIIgWq9UTBEHa2NiYsrKycg4fPsz/7bff+OPGjfNfvHjxvQ4dOqiedu/c3d0NXl5e2t9++80qODhYc/v2bU7v3r0Vq1atcsrKyuKFh4cHAYBGo6E5OzsbAPPD9vjx42XPe+0s58aNG1cHAJMnT65btGhRk+ixrFFDQwPt2rVr1gkJCU0WRJ1ORwDAuXPn+Hv27LkDAAwGAw4ODsYTJ05Yv/rqq/UCgcAEAP3795cdP36cn5CQUO/h4aHt3LmzGgAiIiJUxcXF7NraWrpcLqf3799fAQATJkyoPXbs2DPXW3n085MnT65NSEjws5xPSEiQAUDnzp2Vb7/9NgsAfv31V0FeXh7vwIEDdgAgl8vpOTk5nJMnT/KHDx9ex2Aw4OPjo4+OjpY378vR0dFQWlr69/j6PWco0UNBQUFB8XIxGIDkZODKFbOSCAw0Jy7w8AA4HJAkiUpFJXQmHWb+NBNsOhvr49aDTqNDYzIgS0HD53b2QCbw/q61iK4+BJrRCA2fD45cjjxHoP9YGkqtdeDpAA7BxNEv9NB0a48kv2zcVJifRft49ELOR19A0W4V0G0FcD0R8Y7zcX5/MFSqhx0hFiwAPD0Bb2/A1/fvWLS/SHp66cvu0srKyqTT6R5aSDab3fRgTafTYTAYCJJs8VkbhYWFzAEDBgQCwIQJE6oHDhzYQDxSBMny/bRp02r79+8fwOFwyPj4eBmTyYSTk5MxKysrZ9++fYKNGzc679q1y/67774rbv655u0sWLDAo1u3bvKjR48W5efns3r06CGynOfxeCbL/+Pi4hSnTp3K37t3r8348eN9Z8+eXWVvb2+IiYlpPHjw4J0/tVit0Mp6EQEBAeqWLARJSUm+e/bsKYyOjlanpqY6nDx5km85Z21tbXr0+uY4ODgYKioqWM2PKZVKuqOjoxEwP+APGDBAPmDAAHlYWJh6+/btDu3bt1c9yzyGDRsm27Fjh51YLNbExcXJaDQaSJIkEhISajds2FD26PUsFsv0LHE8DAaDNBrNLzBMJhOaC9WW1s7yPa1ZbvnmYs+yRkajEXw+35CXl5fzLPNrbQ8/mEvzcZBqtZpGkuRje/B5wuFwSMB8z4xG89sbkiSJlJSUu0OHDm1sfu2hQ4dsnjQWrVZLa77//838p9zbCIKIJwji84aGhqdfTEFBQUHx8iFJ4JtvzFnaXn8dGDoUUCjMeZ/55uczSxzPJ+c/QXZ1Nj7t9ync+G4gSRJ3FCpsNnpDZQVEJ9/CwtK5AAhorK3Bkcvxqx/QaRJQwyFBkICLiYtLG/UwhQRheLs7uKmsAQD0dI+FbPcnuNdmnVnwXJ2EVwXvoOCcBPerHv7TOHgw0L074OAAiF94Xq3/Dk5OTkaj0UioVKonPt21bdtWU1ZWxrLEVmRkZDjExsbKAwIC9Hl5eTl5eXk5lgDuiooK1q+//moFAN9++619586dFQDg4+Ojd3Fx0aekpLhNnjy55sG1DKPRiPHjx9evWLGi7NatW00uOjt27LADgCNHjljz+Xyjg4ODsbGxke7p6akDgLS0NEe0glQqZXl4eOjnzZtXM2bMmJrMzEzeK6+8orxy5Yq1ZQ5yuZx28+ZNNgDMmDHDIyMjw/ZPL+QjhIWFaerq6hiWddBqtcSVK1c4gNltz9vbW6/VaomdO3fa/5F2e/bsqThy5IiNTCajAcBXX31lKxaLVQwGAzdu3GA3z+J17do1rqenp661e/do22PGjJEdPnzY7rvvvrO3WNn69evXeOjQIbuysjIGAFRVVdGlUinr0c8Cra9hmzZtdFevXuUBwDfffGPbXNg8iYyMDHsA2Lp1q11ERITy0fP29vYmT09PXXp6uh1gFlTnz5/nAkCXLl3kFhc+g8GAuro6Wo8ePRQ//fSTrVwupzU2NtJ++uknu+7duz+2DhYcHR2N1tbWxiNHjlgDwJdfftniveLz+Ua5XP5YMnwHBwejQCAwWuJ1tm7d6hAdHf1Ey2Lv3r0bNm3a5GRJQHHz5k12Y2MjrVu3bvLvvvvO3mAwoKSkhHnhwgV+88/duXOHHRERoXlS2/8W/lOihyTJgyRJJtnYPLOFkIKCgoLiZXLrljmOJzgYWL7cnKlNIDBX+ASg1ClRo67BudJz2HptKya1m4Tefr0BAFVqJU7IXXHOjwGrjVoc/O0VGDkc6FhMcBQKpEUC/cYAXCMNciYJsY6PC6lqyITe6NujDHc15pCOvi6hsL2+FJdp24CY1cDlaejFXghNWQBycx5+vggLA2bMMHvfhYdTtXj+KF27dm345ZdfWg1EBwAej0du3ry5OCEhwV8oFEpoNBrmz5/fYpYqPz8/TXp6uoNQKJTIZDJG8+tGjhxZ6+bmpouMjNQAQHFxMTMmJkYkFoslEyZM8F2+fHlTLIudnZ0xIiJCPHPmzDZpaWnFALBgwYLKpUuXerZr105ssR60xJEjR/gSiSQ4KChIsn//frvk5OQqd3d3Q1paWvHIkSP9hEKhJDIyUnzr1i0OAOTk5HDd3d1bjAT/9NNP3VxcXMIsX09aJwscDofcuXNn0cKFCz1FIpEkODhYcvLkSWsAWLhwYXlUVFRQbGysMDAw8IkPqnv27HFo3rejo6Nh8uTJ9zt16iQWi8WSzz//3Ck9Pb0YABobG+mJiYm+/v7+wUKhUJKXl8ddvXp1+bPeOycnJ2NgYKC6rKyM3b17dxUAREZGahYtWlTWs2dPoVAolPTo0UPYmhtVa2s4a9as6nPnzvFDQ0ODLly4YMXlcp/JIqHVaomwsDDxxo0bXVJTU1u0gu7YseP2tm3bHEUikSQwMDB47969tgCwadOmuydPnuQLhUJJSEiIJDMzkxsTE6MaPXp0bbt27YIiIyODxo4dW92lSxf1k8awdevW4tmzZ3u3bdtWbEkQ8ShDhw6t//HHH20tiQyan9u2bdudBQsWeAqFQsnNmze5q1atKn9Sf3PmzKkRi8Wa0NDQoMDAwODJkye30ev1xNixY+v9/Py0IpEoeOLEid5RUVFNYq20tJTBZrPJNm3a/CcyGbRqVv430759e/LKlSt/9zAoKCgoKJojlwNdugDFxcDhw+bAGAbDXJCURoPeqEdxfTFq1bWI+yYOXgIv7B+5H2wGGyqDFpdrgMksHygBHA7ui1doF0BotaDrdZjfB1gbDfg20nFHYESs3B4H0hqQ52+LvsNUaDSanz/i7V3QRv0ZPjt5AojaAFyYjc7EfHjbuWLntw8/bzk6Al99ZRY8HTsC1k98dP97IQjiKkmS7Zsfu3HjRnF4eHjN3zUmADh79ix3zZo1rj/88MNfdvvKz89nDRgwILCgoCC7pfOJiYneERERqjlz5jxxzlFRUaKPP/641JIW+EUTExMTeObMmYKX0dd/lee5hh4eHqFXrlzJdXNzo4pHPYVly5Y5CwQC09N+pv5J3LhxwzE8PNynpXNUTA8FBQUFxYvHZAJmzTJberZsMcfv6PVNmdpMpAnl8nKYSBPeOvwW9EY9NvbfCDaDDRNpwu1GHVLLAqB8hcCYAdvRjXkZjEYllAwTRo8CfhQC4gYm8mz0GFTjhC+/UeCyDwfxQxqhMZpfUg7msxApWIbFv/4CRG0Bzs1DO818tGvrgA3rHxY8LBbw6acAk2m28DxXwUOSAGkAaP+J2OAn0qVLF/Xly5cbX3StleDg4CAul2tKS0t76bFLT4MSPH8dag3/HmxtbY3Tp0+vffqV/w4o0UNBQUFB8YeweAj8oUDcbdvMZpPJk4G+fR/K1AaY43i0Ri0+v/o5LpZdxPq49fCzMycjqlAqcbzIHRc60+D0XRU2nZsLTn097tgAA0cDOU5AUAMTuTZ6TCtxxgeH9TjibcDrg40wkGZvl9esgGE+0/HGrrMwtdsOnF6IoPq56NvXBp+kMPGo08PSpeYwI5HIbPF5ruhkgEENWHk854b/mbz11lvP5aFJJBLpWrPyZGdn5z5rO5cuXcp/HuOh+HdSVlZ26+8ew7+FN9988z8jeABK9FBQUFBQ/EEqFZVo1DaCTqODSWOCQWOAQWOASWeCSWOCRtBAI2ig0+jm/9+8BdqbbwLt2gHvvGNOXPAgUxsAKLQK1KprcavqFtZeXIsESQKGBA0BADRq1cirtMI6Ng+EhsSBRcNgLavBeQ9g8ChAzQD8FUzkCfRYnuWMpFssfO1djTfjSFh0TG8usNSnC7odugedZA9w4j34VLyFkWOskbqWBa324fm98QYQGWnO0ub5h8s4PgWDCoqGQqjBgtP/iOihoKCg+CdAiR4KCgoKimdGY9CgUdsIPpsPE2mCiTRBb9JDa9TCpDN/D5itQQQIEAoFvIcngMGkoyxlCYj6EjDsHcGk68DUNMBIGnGv4R40Bg1m/TwLPrY+WNF9BQDAYDKguMGEj4/ZQj2PjmmzN6OT9Ax2hABvDAJcFACHpKOYp8fn5xzQXWGPT7zy8FHM7+PtzGNiuwcPEWd4kLfZAxxbBtfbbyFpJgfbtrJQ+8h7zC5dgFGjAGdns+ihPc90PyYDFA0FuKuUgc+xfY4NU1BQUFA8DUr0UFBQUFA8M9XKajDpZpc0i0WnVUgSNm8ng11wGzWfrwNhawMTjwsNnweVtgEGkwHl8nIYTAYsObEEdeo6rOyxEpXKSjDVTFTK1dj3vTtuTrWG+7kyrNs4A0tfIbDsFRIR5UC5DQE13Yi9R2zg6eyLJW5X8E0YQIAACRIhVnz86CJHN2kbVNgdBY5+CJuc2XhzAYEfD7FQ8EiUgLe32RBlZ2d2a3uuISgkCUXDbdyTV4JOY0KheyxLLgUFBQXFC+Q/lbKagoKCguLFodKroNQpwWFwnul6bvp2WO3ZD/m0idBFdwCdxQHT2Q1sJgdcJhc6ow4MGgNHio7g/L3zmNNpDtq6tYU1yxoqnR7Xr9Cxo40/CIEJu2bGY9wgE5a9QqJvIVDoANBMJH7axwXhH4j5DmbBQ3sgeNrwHPCbixyDyx1xk7gJHP4E7Ktz8U6yFtcyuThz5uGxWlkBH3xgzpwtFDZ53j03FPJ7uFdfCDbLBvdVtWjUPrGkBgUFBQXFc4YSPRQUFBQUT4UkSVQrq8FhPpsaYFy/CZt3lkIbFQn5tAnm7G2urk2FbhRaBWRqGUrqS7Du4jp0a9MNw4OHAwA0ei2ySmTYvrsNDGOZGLs2BW+3u4YdocDom8BxH8BNQeD4DjZKu7XDu7ZXcMIHoIMGE0g4cezwgwcDiZV0nNDUAD+tB+3ybMxMvo6bJQrs3m2J9iEBkKDRSCxYpIJ7GxU82mjAsdLBYDI8scr6H0GprsW92ltgs2xRpaxBrqwAasN/otbfU1EoFESHDh1EBgOVHfhR5s6d67548WKXR49HRES88BK4qampDnZ2duFisVji7+8fnJKS0pSuY/fu3YKQkJAgPz+/YF9f3+CkpKSmyLaNGzfaC4VCSUBAQLBIJJKMGDGiTU1NDR0AduzYYRMUFCQRiUQSf3//4DVr1jwxBUhr83+eHDp0iN+9e/cAwDznxMRE76eNwcPDI7SiooIBAHQ6PVIsFksCAwOD4+Li/ORy+d/+3BwVFSU6deoUDwC6desWUFNTQ6+pqaGvWrXKyXJNcXExs1+/fn4veixJSUmeBw4c4D/9yn8Gf/vNo6CgoKD456PSq6A2qMGit1gw/SGIhkbYjZsK0toaspT3AaMBcHNrytSmM+pQpayCiTTh3WPvwoHrgCXdloAgCBiMBmSV38W5qQbcWesDhysncLIiGTdcgYlXgR2hQHg1DSe303FiSHskW52F1BHmtNcwwYFji82BYVhYVoUjKiNwcBNwaQbmvX0LOp0ndn3hAYAAmtIcEEgYV4OAdvdAs70HNfMuimXFKKorQkFdAQrrCnFHdgf3Gu6hSlGFWlUtGjQNUOqUUOvV0Bq00Bv1TbFMj6LUNKK0KhNspjXuq+qQWXUTbx1/H2sztz6X+/JPZ/369Y6vvfaa7EWmq36Z6PUvvkbjtWvX8l5k+5Y5xMfHy/Ly8nJOnTqVv2LFCo/S0lLG5cuXOfPmzfPevn37ndu3b2dLpdJsPz8/LQDs2bNHsGHDBpcjR44UFBYWZmdnZ+dER0crysrKGFqtlnjzzTfbHDp0qCA/Pz8nKysrp0+fPvInDuQ5z+dFwGazTXl5eTkFBQXZTCaTTElJcWp+/u8W8ydPnix0dHQ01tbW0rdu3epsOe7j46M/fPjw7RfZt8FgwPz58++vXr3a9UX28zyhRA8FBQUFxRMhSRJVyipwGdxnuRg20+eAUVIK2ScfwGRlBTi7NPmLmUgTquRVoBN0fHTuI5TJy/BBjw9gw7GB1qBFdqUU1cn52D1+KIDDUO/vBS0dGHkL2BoJ9C6m47cvSXyVGI6F1mehZBMwMBgwgYQN2wbvBMdjQ+Ep/KIEsH8LcHUKJiXlgsmzRvpnLjAaaGgueKK7qjBitB5eLtbw87QGn2MNa7Y1+Gw+rFnW4DK4YNAYMJAGKPVK1GvqUaWsQpm8DKWNpShpKMFt2W0U1hZCWiPF7brbuNtwFxXyCpTIipFdfhp6kw535fdx6t5FzD2xDFYMLuJ9u7+gu/XPYvfu3Q7Dhw+vB8xv3aOiokT9+vXz8/X1DX7ttdd8TSazWNy/fz8/KChIIhQKJQkJCT5qtfqxfOj5+fksX1/f4CFDhvgIhUJJv379/ORyOW3//v383r17+1uu27dvn6BPnz7+BoMBQ4cO9QkMDAwWCoWSZcuWOQPmN+UTJkzwioiIEAcGBgYfP36cBwDHjx/nRUREiIOCgiQRERHiGzdusAGzhSAuLs6vR48eAbGxscKSkhJm+/btRRYLwOHDh60B4Pvvvxe0bdtWLJFIguLi4vwaGhr+1DMWj8eLeNp6nT59mtehQwdRcHBwUExMTGBJSQkTAFJSUhxDQkKCRCKRpG/fvv4Wy8TQoUN9Jk2a5NmxY0fh9OnTH8pJ6OHhYfD29tYWFhayVq5c6Tpv3ryKiIgIDQAwmUwsXLiwGgA+/PBDt1WrVt3z9fXVAwCDwcBbb71VGx4erq2vr6cZDAbCxcXFAABcLpcMDw/XAoBUKmVFR0cLhUKhJDo6WlhQUPDQm5PMzExOaGhoUPP7LBQKJU+aZ1RUlGjmzJkeHTp0EK1YseKFWossxMTEKAoLC9mHDh3id+zYURgfH+8rEomCDQYDpkyZ4hkSEhIkFAolzS1cixYtchEKhRKRSCSZPn26BwCcO3eOGx4eLhYKhZLevXv7V1dX0y1zmjZtmkdoaGiQj49PiGVfKRQKYsCAAX5CoVDSv39/P41G0/SzYbFKzZs3z7O0tJQtFoslU6ZM8czPz2cFBgYGA4BKpSKGDRvmIxQKJUFBQZKDBw/yAfO+7tOnj39sbGxgmzZtQqZOndq0L1rbyx4eHqHz5893i4yMFKWnp9sJhUJdfX094+7du/+KtxqU6KGgoKCgeCIKnQJ6o74pgcGT4G3eCt7Bw5C/ORW60CBzkAz/d++HWlUtdCYdjt45ip8Lf0ZSZBIi3CKg0CpQUFME04YL+Eg2G+i+HsQ3ryKw2oiuxcC2dsDruUwc2m7EqskSLLa5CoGWgJJDhxFGWLOsMCNkFPbkfocTahKCX9YC1yYhfmApAkQ6bPvcG0qFRfAQoNEAb18d3lxQD1tbc43UlowRBEGATqODRWeBwzDHIlmzrB/64rP5sGabxRKLwQJJkpBpZJBWXodCUY38+jIcKvoN755ZBSsmDzUaGQ5lpT+nu/OMTJjghago0XP9mjDB60ldajQaorS0lC0SiXSWY7m5udwNGzaUFhYWZt+9e5d99OhRa5VKRUyZMsV3165dRVKpNMdgMGDNmjVOLbVZXFzMmTp1arVUKs3h8/mmNWvWOMXHx8sLCws55eXlDABIT093GD9+fM358+d5FRUVzIKCgmypVJozY8aMplx9KpWKdu3atbzU1NSSpKQkXwAIDw/XXLp0KS83NzdnyZIlZcnJyU0PgZmZmdY7duy4c+HCBWl6erp9z549G/Ly8nJyc3OzO3bsqKqoqGCsXLnS7dSpU9KcnJzcdu3aqd5///2//DDe0npptVpi9uzZ3vv37y/Kzs7OHTduXM38+fM9AOD111+XZWVl5ebn5+eIRCJ1ampq0wN4UVER5+zZs9ItW7bca95HTk4Oq7S0lC2RSLT5+fncjh07qloaS2FhIbdz584tnnNxcTH27t273tvbOyw+Pt5306ZN9kajEQAwdepU79GjR9dKpdKcESNG1E6bNu2hfdOuXTuNXq8ncnJyWACQkZFhP2jQINmT5gkA9fX19MuXL+cvW7as6k8u7zOj1+tx5MgRQWhoqBoAbt68abVmzZqyoqKi7LVr1zra2NgYs7Kycm/cuJH71VdfOeXl5bF2794t+PHHH+2uXr2al5+fn7NkyZJKABg/frzvypUr70ml0pzg4GD1ggUL3C39GAwG4tatW7mrV68uXb58uTsAfPzxx85cLtcklUpzFi9eXJGTk2P16PhSUlLueXl5afPy8nLS0tIeur+rV692BgCpVJrz7bff3k5KSvJRqVQEAOTk5PB++OGH27m5udkHDhywKywsZD5tL3M4HNPVq1fzk5KSZAAQGhqqOnbs2PMs3/zC+FcoMwoKCgqKvwcTaUK1shpc5tOtPMzLmbBZtAKa2M5QJI40Zwews2s6r9Aq0KBpQLWqGqvOrEKkWyTeCH8DMrUM5Y3loO87hc8zRqFxy/8Bv2xErztM0PV67A4F5l1mYc2POsyY1gabHLMRXgnku9KhgxFcJhfTwxNxIHcnclQaxGZPxsnzb6Jdexl69byLL7ZFoOIeCxbBQ6ebwLUi8X/v18HR8aGSQX8ZGkGD1qRFjbwCfEKLWhK4XHkDn2ZugT3HFtXqWrxmBXxip3t6Y/9yKisrGXw+/yH/n9DQUKW/v78eAIKDg1VFRUUsgUBg9PT01IaFhWkBYPz48bUbNmxwBnD/0TZdXV11ffr0UQLA2LFja1NTU51pNFrV8OHDa7ds2WI/Y8aM2szMTOvvv//+Tn19Pb20tJQ9btw4r/j4+IbBgwc3WtoZPXp0HQDExcUpFAoFraamhl5fX08bMWKEb3FxMYcgCFKv1ze9UY+NjW10cXExAkCnTp2UU6ZM8dHr9bRhw4bJOnfurN6xYwe/qKiIExUVJQYAvV5PREZG/uVsFS2tl729vaGgoIDbo0cPIQCYTCY4OTnpAeDq1avcxYsXe8jlcrpSqaR369atwdLWkCFDHnIzPHjwoJ1YLLZmsVimtWvXlljm9yxcunSJm5iY6KtUKmmLFy8umzx5smzXrl0lly5duv/zzz/zU1NTXX/99VfB3r17i69du2b1888/FwHAtGnT6pYtW/ZY9atBgwbVff311/YrV66s3Ldvn92uXbtu37x5k93aPAFg1KhRdX94QR+BIIgWA/csx7VaLU0sFksAoGPHjvI333yz5tdff7UOCwtTisViHQD8+uuvgry8PN6BAwfsAEAul9NzcnI4R48eFYwZM6aGz+ebALMwrK2tpcvlcnr//v0VADB58uTahISEptibhIQEGQB07txZ+fbbb7MA4MyZM9azZ8++/2AMaqFQ2KLwbI1z585Zz5o16z4AREREaNzd3XW3bt3iAEBMTEyjg4ODEQACAgI0RUVF7Lq6OvqT9nJiYqKseftOTk6GsrKyp/s9/wOgRA8FBQUFRavItXLoTfqnJjAg6mSwS5wCo4MdZCvfA1gswMkJIMzPjZY4HhpBw7vH3gWHwcHyV5ajRlmDGnUNiNNXkfmxK84uWA2U/oKe9UI0MqS45AOsOc7G3FNajJzqhN0uJehxG7jgy4AOJrAZbEyPmIi9uXtQrKjDO/oQrPguDe4eakyccAsHfgrCrWtWaBI8DBNIE4H5i+rgF2CCiwtg/RzfUar1apQ13gNLX486jQq/lZ7Humtb4cR1QJWqGoOtgB2uwFmuEL7Pr9unk55e+jK7AwArKyuTTqd7yKOEzWY3PWTS6XQYDAaitYQRhYWFzAEDBgQCwIQJE6oHDhzYQBAPe71Zvp82bVpt//79AzgcDhkfHy9jMplwcnIyZmVl5ezbt0+wceNG5127dtl/9913xc0/17ydBQsWeHTr1k1+9OjRovz8fFaPHj1ElvM8Hq8paCsuLk5x6tSp/L1799qMHz/ed/bs2VX29vaGmJiYxoMHD975U4vVCq2sFxEQEKC+fv36Y7E/SUlJvnv27CmMjo5Wp6amOpw8ebLJzGptbf1Q4Fl8fLwsIyPjbvNjQqFQc/HiRV50dLT60bYDAgLU586d48XHx8ujoqLUeXl5OYmJid5qtbrpHkdFRamjoqLUSUlJdQEBAaEAip9lnmPHjpUlJCT4jRw5UkYQBEJDQ7WXLl3itjZPALCIib+Cg4ODoaKi4qEHdqVSSXd0dDQCv8f0PPq55vuBJEkiJSXl7tChQxubX/PTTz8JHt1nT4PD4ZCA2XXQaDQ2ffiPttOcJyVkYbFYzfcXqdfrCZIk8aS9/Oi6azQagsvl/uV78TL4T7m3EQQRTxDE5w0NDU+/mIKCgoLiiRhNRlQrq8Fj8p58IUnCdsqboFfdh+zTlSAF/IcytVnieJg0Jj67/BmktVIsil1kFkLqKpC5Uug+uIFPJn8PcI/B33si7hmkuO4GfHWIhZlnteg71Rq7Xasx6iZwyYcODWECg87AlLaT8V3u9yiWVyLDkYVvPt8PKysj3nnnOi5d9cSRQxbvHgI0uglGAw2JkxsQ000HO7uHDFF/CbVejcLaQvx651dcvXsCu/IPYcXljfg0cwtYdBaqVNWwpQFXtYDgNg3LZdrn0/E/GCcnJ6PRaCQsrjSt0bZtW01ZWRkrKyuLDQAZGRkOsbGx8oCAAH1eXl5OXl5eTnJycjUAVFRUsH799VcrAPj222/tO3furADMgdsuLi76lJQUt8mTJ9c8uJZhNBoxfvz4+hUrVpTdunWraSPv2LHDDgCOHDlizefzjQ4ODsbGxka6p6enDgDS0tJazTwmlUpZHh4e+nnz5tWMGTOmJjMzk/fKK68or1y5Ym2Zg1wup928eZMNADNmzPDIyMiw/dML+QhhYWGauro6hmUdtFotceXKFQ5gdtvz9vbWa7VaYufOnfZ/tO133nmn8pNPPnGzjN1oNGLp0qUuAJCcnFy5cOFCz6KioiY/V0t8SUNDA+3QoUNNAuvixYtcd3d3HQBEREQov/jiCzsASEtLs2/fvv1jFrDg4GAtjUbD4sWL3QcPHlz3tHk+SkZGhu2MGTM8Wjr3JHr27Kk4cuSIjUwmowHAV199ZSsWi1V/JPFG7969GzZt2uSk1WoJALh58ya7sbGR1q9fv8bt27c7WuKqqqqq6A4ODkaBQGC0xOts3brVITo6+okWwZiYGMXXX39tDwCXL1/mSKXSx34h29jYGJVKZYvP9M0/f/PmTXZFRQUrLCys1fSRT9rLLVFUVMQJDw9/TCT/E/lPWXpIkjwI4GD79u0n/91joaCgoPi306htBAkSdBr9iddZrd0I7pHf0PDOHOhFgWbBw/w9/scSx3O5/DJ2Ze/CcMlweNl4oU5VB+b9GjBXZuCNRCUgMIHRax3k+2ZDZwUc3MVAu3s6xE5l44qjAvPOAp93pENFM49pctvJ+D5/LyrkldjnRuLXfatwt84Hy1feQmkpBxnpvjBnagNAkDAZaejaU4nX31CBxwOcnZsMUY+hMWhQq65FnaoONaoa1Kprzf+qapv+X6f+/ZxK37rHicaggS2NQBSHBJ3nhFgGDba2/woX+L9M165dG3755RfrQYMGtZrJi8fjkZs3by5OSEjwNxqNCA8PV82fP7+6pWv9/Pw06enpDtOnT2/j6+urbX7dyJEjazds2MCIjIzUAOa0vRMnTvQxmUwEACxfvrwp1sHOzs4YEREhVigU9M8///wOACxYsKBy0qRJvqmpqa6xsbGNj/Zt4ciRI/zU1FRXBoNB8ng84zfffHPH3d3dkJaWVjxy5Eg/nU5HAMCSJUvKwsLCtDk5OdzBgwfXt9TWp59+6paWltYUL1FVVXWztX4tcDgccufOnUWzZ8/2lsvldKPRSEybNq2qffv2moULF5ZHRUUFeXh46IKCglQKheLJP7yP0LFjR/Xq1atLR40a5adWq2kEQaBXr14NADBixIiG+/fvM+Li4gKNRiMhEAiMYrFYPXDgwEaTyYQ1a9a4zJw5sw2HwzHxeDzT1q1b7wDApk2b7o4bN85n3bp1rg4ODoaMjIzilvoeMmRI3fvvv++5evXqsqfN89HPFhYWsgUCwVPd8/bs2eNw5MgRW8v3586dy508efL9Tp06iQmCgIODgz49Pb3F8bXGnDlzaoqLi9mhoaFBJEkS9vb2+p9++qlo2LBhjZmZmby2bdsGMZlMslevXg2fffZZ2bZt2+5MmzatzezZs2ne3t7aHTt2PLG/+fPn3x85cqSvUCiUBAcHq0JDQx+rbOzq6mqMjIxUBAYGBvfo0aNh7ty5Ta6hycnJ98eOHdtGKBRK6HQ60tLSirlcbqvmnyft5Uev1Wq1RHFxMbtr167/imrLrZqV/820b9+evHLlyt89DAoKCop/LUaTEbdlt8FlckEjWncKYJ27CIf+CdD0iIVs1VKz4GmWuECukaNKWQWFXoFRe0fB1coV73Z5FzqTDly1HvXLFmF2tAKkoQ0wcjHY+ybBUa7DwR00CDQmxI2jo9jGhA9+IfFhdzoaWSQIgsCE8In4sfAQqpRV+MaOC6+6EMQsO43Z84rhZFeDZcs6QKejw5KpjcbUwUNcgbdXSaFj1IJmVYsGvVmwPCRkVHWoUddAoWv55SuTxoQDzwGOPEc4cB3gwHOADdvGfJxjC8KowsX72fjtznG4WLuiSlGJgXY2+M6hAXetfXHdLgKD7+3Db4K+6D3g5+d2vwiCuEqSZPvmx27cuFEcHh5e89w6+ROcPXuWu2bNGtcffvjhL7t95efnswYMGBBYUFCQ3dL5xMRE74iICNWcOXOeOOeoqCjRxx9/XNq1a9c/FBvxZ4mJiQk8c+ZMwcvo63+VgQMH+m7atKnU3d2dKgj1EsnIyLC9evUqb926deV/91gs3LhxwzE8PNynpXP/KUsPBQUFBcXzQaY2x6o+SfDQamphN34qjO6uqF/0NuDg8JDg0Rq0qFJVgUln4t3D70Jv1GNCxAToTDpwTDRc3vQeUmNlwN1XwB09BJoDE+Fbo8eR7UCVAOgyiYCCRyDtAIm3+9LQyCJBAkgMTcSBggOoUVVjikECPjMXw44NQcjkD5HlUIRTVxjQDV4NWFUDVvcBq2qYOPUoBTD78sNzYNAYcOA6wJ5rD0eeI7xdveHAM4sZR65j0/8duGahw2fxH/KvV+vVKJWXwUhj4p4sH3tyvsdvd47DU+CBe41liHELxF6rAqgZVrhq1xnD732DS6xgqO0in+ft+sfSpUsX9eXLlxsNBgNeZK2e4ODgIC6Xa0pLS3vpsUtPgxI8L579+/c/11gqimfDYDAQ77333gvPnve8+EOWHoIgaACsSZJs1ez7T4Cy9FBQUFD8eQwmA27X3YYVy6r1AFqjEfaDR4N97hKqMzbDEBFmtvI8uN5EmlDWUAYSJD7P/Bzbrm9DUrskdHDvADpJYM9Xb+MnRxmIzPGw7+yOWs1KBNXz8MVeFU760LC8qwk0BhMDcg04GEhC/cBbTsASQK6Tg0Qrf7tMNEDlCCidAZUT6BonmORO6NPdGiH+dvB0cICPs2OTyLFh2/zpIOFGvRqF8nKo6Cwo6u9g740v8VPhEXjZeKG0oRTeAT1QhGOgEQTO2fdD57rDuEt3hy1UaLCPQpveh/9Uvy3xT7X0UFBQULxM/pKlhyCIbwFMBWAEcBWADUEQn5Akuea5jpKCgoKC4h+BTC0DjaA9UQxYr14LzokzqH/vbRhCJY8FyFQrq1GjqsHZ0rPYdn0bRA4iqPQq7Mvbhwt5v6LOQQe6zBum4AOo1Zgzz+baqtBlIgBYEgHpsTsITWE5TjwnNGobQRAEfJXdMNEpEyytLT7atwlvvK7ByYNCXDwhAUjzB7g8I9QqBqbPrcfIXuY4nma67E9BAtAAqNKrcUdeDhadDb28HLsy0/DLnRNwtg9AaV0hrEOGI0+3DwwSyOJ3RgfZb2igCWBFI2Grl4GlKvrzg6CgoKCg+MM8i61ZQpJkI0EQrwP4CcACmMUPJXooKCgo/mPojDrUqetgzWo50J4kSWT9uA3K/Z+gbFwQSoPrUJu/GTU368yxMaoHsTGaOpjI37OY5tfmI7823/wNHWArHaBlagB2HRi2gZh9uBj5Dgb8GEjCx2iDJSdILOzYiBprAkaQGCgciDOlZ0CAQBz5HgbW3cOE0FOIXfELZoy1Rs5FDi4e97eMEiy2CWoVA71eVWL0OBVotCcnLngaJgBKAHUAFHo16uTlsKGz0aC6jy8upuBEyRlwnENx//4t8MPGoFj/I7ikHsUcMTzVOSAByFhO8NMUwkjjgeM96s8NhIKCgoLiT/EsoodJEAQTwCAAn5EkqW+tmBMFBQUFxb8bmVoGBo3RqpXn41+WYK10KzACAHKBvFwI2IKmoH5vG28EOgSCx+DhdOlpVCoqkRiWCJPJhN23voV9owH9jiYiPawaCPwZ6LYU29dfw3FmIX4MJBGj88DK4wRGd7qHWisajDChn38/nLp7ChqDBkNt56MqrTMmv9MXqw8mo11fB9TWGLF7l6W+Hwka3ZypLVCsxeIPGmAymQuQ0v9QHiszegByAPV4kBJBr4ZCXg4rOhuNqlqsPfcRrpScAdzbQ1N+BULJUBwnz8HOIEMtwxmESQOBQYYibggC1FkgCSboJhVQd+GPD4aCgoKC4k/zLKInDebiUjcAnCIIog2Af3RMDwUFBQXFH0dr0KJeU9+qlefu/QJsvJmOIYU0zIhbAptOr8DByRssurm2n9FkxJ36O6hWVGNPzh6Uy8uRGJoIvVGPb7O+QUQFMOl0B8zonAO4Z4LZOxW9qlzwLXspDoYBgxW+mJXFxpiOeagSEDAQJvT07YkL9y5AZ9LhDb952DFtLq4sjYS0IhBXdEkIdtJg+eJmPnAAOBwSLBaJTzbJYDIB7u7mWqnPisWFrQGAAuaCdhwAOr0alfIysOgcVGrqseTSOpSXnAY8ooCyS+gREIdUaxncZbehITgoYbihneYGSnkhCFBlAaCBgAngCwHfSX/qHlFQUFBQ/DmeWpyUJMlUkiQ9SJJ8lTRnPbgLoPuLHxoFBQUFxcukVl3bupWHJLF64+tgGEksC38L4tjBcHMNaBI8AHCv4R5KZCW4VnEN3+V+h3au7VDaWIpvsr7BQCkNHx5zxps9qkG63EKIaAlYAfGo/HUsDgmBWfcDManMGRNFeagQENATJGK9Y3G5/DL0Jj1mhM7HtzMX4r345fBzvoNVJz5FVIwCH74vAkn+/qfM1t4ArZaGj9bXQWBjgqMjYGX1bPM3wWzVKQVQBkALwBoAD78LHjqNjR8YbEy7vAHlRUdg7dYOKLuEuMA4LPH0gkR2DEbQcJnbHu00N1DHDYCnOhcEAILOBtiOgDgZYLRYY/E/h0KhIDp06CAyGKhMwo8yd+5c98WLF7s8ejwiIkL8ovtOTU11sLOzCxeLxRJ/f//glJSUpmKsu3fvFoSEhAT5+fkF+/r6BiclJXlazm3cuNFeKBRKAgICgkUikWTEiBFtampq6ACwY8cOm6CgIIlIJJL4+/sHr1mzptUCr0Dr83+eHDp0iN+9e/eA59mmh4dHaEVFxWNGg48++sjps88+cwCAoUOH+nh4eISKxWKJRCIJshRY/TtJTU11SExM9AYeHmtqaqpDcXFxU2G1ESNGtLl69eoL/QV16dIl7tChQ31eZB8t8YfzRz4QPtRvLwoKCor/EBqDBnKtHHw2v8Xz19b/H34QlOH/GtrCftxowP73Yu8kSeJewz1k12RDqVViy/UtELAFUOqVyKzMxLwrbAzMI9FnkA56ug6J5a8jY+7rcFrbFrl2Oqwq9IeXrQ9mOR3FPRsCehqJju4dcb3yOgDgrfbJyJg2CyL7W3iz7zp8eTYJIb088MFyEXS63/+M2TvqUFfDwoIlMkhC9eDxAFvbp8/d4sLWAHPGHg7MYqdpbR4IniyeMz7nOaBs/3ig4Cd4OUlQWpGJ/sL+mOTbETG3l5rXSvAKouWnoWI6w057DwRpBJg2gEkPhCwBWM8wqP8I69evd3zttddkLzJd9ctEr9eD2azw7ovg2rVreS+yfb1eDwCIj4+XZWRk3C0rK2OEhIQEDx8+vL6yspIxb9487wMHDhRGRERo9Ho9UlJSnABgz549gg0bNrgcOXKkwNfXV28wGPDZZ585lJWVMfh8vunNN99sc/78+Vx/f3+9Wq0mpFLpH7Cv/rX5vOh78iwkJyc/VFB3xYoV99544w3Z999/L5g+fXobqVSa0/z8i07j/iSaj/Xrr792bNu2rdrHx0cPALt27Sp5kX3r9XpERUWpKyoqWAUFBazAwEDdi+yvOU+19FBQUFBQ/PepVlaDSW/5wYH+2wksKv0Knho23hjz8UMZASypqa9VXoPeoMeunF2oVlaDRtBQWFeI9acF6FVgQO/hJDRGa7yx5w3snzscjLQOMGobsPWaD+zbhGEx7Sju2QB6Gol2Lm1x6/4tECAwr+MC/Lh0Cqru8rAtaQLKZJ6o8JiIjZ/5oa7O8jKShK29HnU1LLw2VImBw9RgMABHx9YTF5AA1AAqAZTALHjYMIud5o8hGr0aFzUyfOAShiU2Xrj/XQJQ8DOE9oEorc7BAGF/DAvogX7Fq0CDCYX8KASprgGggwMdCJMGYNoBBjkQtACw8ntsLP9ldu/e7TB8+PB6wPzWPSoqStSvXz8/X1/f4Ndee83XZDInu9i/fz8/KChIIhQKJQkJCT5qtfqxO5efn8/y9fUNHjJkiI9QKJT069fPTy6X0/bv38/v3bu3JYsF9u3bJ+jTp4+/wWDA0KFDfQIDA4OFQqFk2bJlzoC5OOmECRO8IiIixIGBgcHHjx/nAcDx48d5ERER4qCgIElERIT4xo0bbMD8JjwuLs6vR48eAbGxscKSkhJm+/btRWKxWBIYGBh8+PBhawD4/vvvBW3bthVLJJKguLg4v4aGhj/1jMXj8SKetl6nT5/mdejQQRQcHBwUExMTWFJSwgSAlJQUx5CQkCCRSCTp27evv1wupwFmy8OkSZM8O3bsKJw+fbpn8/48PDwM3t7e2sLCQtbKlStd582bVxEREaEBACaTiYULF1YDwIcffui2atWqe76+vnoAYDAYeOutt2rDw8O19fX1NIPBQLi4uBgAgMvlkuHh4VoAkEqlrOjoaKFQKJRER0cLCwoKHhJDmZmZnNDQ0KDm91koFEqeNM+oqCjRzJkzPTp06CBasWLFM1mLWru/BoMBSUlJnkKhUCIUCiUffPCBM/DkPbl8+XKX0NDQoNDQ0KCsrCw20Lrlql+/fvLS0lL2g7UOnT9/vltkZKQoPT3drrU9c/LkSV5ERIRYJBJJQkNDg2QyGU2lUhHDhg3zEQqFkqCgIMnBgwf5gHl/9unTxz82NjawTZs2IVOnTm26v+vWrXPw8fEJ6dChg+jcuXNN73IsY922bZtdVlYWLzEx0U8sFksUCgURFRUlOnXqFA8A0tLS7IVCoSQwMDB42rRpHpbP83i8iFmzZnmIRCJJeHi4uLS0lAEA5eXljL59+/qHhIQEhYSEBP3yyy9Wlv5GjRrVpkuXLoFDhgzxBYC4uLj6r776yu5Z7t3zotUfSIIg3F7mQCgoKCgo/h5UehWUOiU4Lbhc0Yvu4MCaibjuBrzb4S1wvf2aMgLojXqUyEqQWZkJEiSuV17H+XvnwaQxoTVosPOkMxyq5YgfboKuPgCdtn6CkrdMaDgwBM4yBXafcUdDl874SL4Pd20BHR0IcQxGbm0+mHQm3u60AGc3jsX18y5YPOR9BHnkYn/1Uvz0iw+KCgUASBAECStrAxSNDASHa7FwSQOMRsDFpeXEBRYXtnt42IWNi8f/IJYZ9VjC5GG+WyTyTEY4bouFoeQUxA4BkNYVYICwP4aKB2Jg6TpwTCpUcXxhZ6gBz9AAOtsBNH09wLQF9DLALwlw6AiQJsCoBZgtW9ReGBMmeCEqSvRcvyZM8HpSlxqNhigtLWWLRKKmN7m5ubncDRs2lBYWFmbfvXuXffToUWuVSkVMmTLFd9euXUVSqTTHYDBgzZo1Ti21WVxczJk6dWq1VCrN4fP5pjVr1jjFx8fLCwsLOeXl5QwASE9Pdxg/fnzN+fPneRUVFcyCgoJsqVSaM2PGjFpLOyqVinbt2rW81NTUkqSkJF8ACA8P11y6dCkvNzc3Z8mSJWXJyclND4+ZmZnWO3bsuHPhwgVpenq6fc+ePRvy8vJycnNzszt27KiqqKhgrFy50u3UqVPSnJyc3Hbt2qnef//9v+y61dJ6abVaYvbs2d779+8vys7Ozh03blzN/PnzPQDg9ddfl2VlZeXm5+fniEQidWpqapOLWVFREefs2bPSLVu23GveR05ODqu0tJQtkUi0+fn53I4dO6paGkthYSG3c+fOLZ5zcXEx9u7du97b2zssPj7ed9OmTfZGoxEAMHXqVO/Ro0fXSqXSnBEjRtROmzbtoX3Trl07jV6vJ3JyclgAkJGRYT9o0CDZk+YJAPX19fTLly/nL1u27JmKY7Z2f1NSUpxKSkrY2dnZOVKpNGfSpEm1T9uTAoHAeOvWrdwpU6bcnzVr1hN/Dnbu3GkbGBiotnzP4XBMV69ezY+Pj5e3tGc0Gg3x+uuv+69du/Zufn5+zsmTJ/Otra1Nq1evdgYAqVSa8+23395OSkryUalUBADk5OTwfvjhh9u5ubnZBw4csCssLGSWlJQwV61a5X7u3Lm806dPS6VSKffRsb3xxhuykJAQVUZGxu28vLwca2vrpkRlxcXFzKVLl3qcOHFCmpOTk33t2jWr7du32wKAWq2mRUdHK/Lz83Oio6MV69evdwKAKVOmeM2dO7cqKysrd9++fUVTp071sbR38+ZN3pEjRwoPHjx4BwA6duyoPHfu3Ev9Rfgku1o6QRB2AE4AOAzgDEmSlFsbBQUFxX8IkiRRrawGh/m44CHkCjBeT8Si/lp0sBLitegJAJsNAFDr1bhbfxdFdUUwmUxQGVRIv5EOALDj2CHjmAB5ygK8NRjg3o0AZ8cuhA4ciS11N+AMF/x8SI+zb/TAutJvUGJrFjwiOyEKZUXgMDlYEL0QOXsH4+heL7TzvYbk/qvx251hOF3YC2dOmp89CAJgMEgQBA02tiakbJRBbzBnans0cYEe5qQE9WjZha05ahD4ksHG11YuMBAEet7PQv7uYSiTFUFo74+82gIMFA/E+PCxiCz5DHaau1DSBVCx3eDbcA4kzxeE6g5AtwL09YDbAMBjIECSgFFtjuth8P7yvfunU1lZyeDz+Q89N4SGhir9/f31ABAcHKwqKipiCQQCo6enpzYsLEwLAOPHj6/dsGGDM4D7j7bp6uqq69OnjxIAxo4dW5uamupMo9Gqhg8fXrtlyxb7GTNm1GZmZlp///33d+rr6+mlpaXscePGecXHxzcMHjy4KQnT6NGj6wAgLi5OoVAoaDU1NfT6+nraiBEjfIuLizkEQZB6vb7pzX5sbGyji4uLEQA6deqknDJlio9er6cNGzZM1rlzZ/WOHTv4RUVFnKioKDEA6PV6IjIyUvFX17Cl9bK3tzcUFBRwe/ToIQQAk8kEJycnPQBcvXqVu3jxYg+5XE5XKpX0bt26NVjaGjJkyENuhgcPHrQTi8XWLBbLtHbt2hLL/J6FS5cucRMTE32VSiVt8eLFZZMnT5bt2rWr5NKlS/d//vlnfmpqquuvv/4q2Lt3b/G1a9esfv755yIAmDZtWt2yZcs8H21v0KBBdV9//bX9ypUrK/ft22e3a9eu2zdv3mS3Nk8AGDVqVN0fWcu6ujp6S/f32LFjgqlTp1ZbXORcXFyM58+f5z5pT44bN64OACZPnly3aNGiFkXPokWLPFevXu1mb2+v37p1a7HleGJiogwATpw4YdXSnrl58ybH2dlZ361bNxUA2NvbmwDg3Llz1rNmzboPABERERp3d3fdrVu3OAAQExPT6ODgYASAgIAATVFREfv+/fuMTp06yd3d3Q0AMGTIkDqpVPrMsTpnzpyxav75ESNG1J08edJ67Nix9Uwmkxw5cmQDAERGRip//fVXAQCcPXtWUFBQ0CSuFAoFXSaT0QCgX79+9c1FlZubm6Gqquql+iW2KnpIkowjCIID4BUAgwF8TBDEXZgF0GGSJO++nCFSUFBQULwoVHoV1AY1BGzBwydMJthOmomlHndw34rEtu7LQFibZYJcI0dJQwkq5BXQmXTgMDl459g7MJgM8Lfzx+dn7fGL4TJWxwG+ueG4s/cM+neLwJYgKbhusTi9Kh+/znwVqcVf444tCR0d8Lf1Q3FjCaxYVljQeQGqz72K7amBYND1SJs4GY1aO/wiexu7d3gBIEAQJEgSsLE3oL6OiQ3pNeByzYkLuM3eZ6rxexY2OswubK25OBgB/MjgYgObjxoaA51Vdeh/7yI2/zwdFY334Gfng/y6QowOHYXEtonwKN8Pz9oTMBAMlNp1g7jmIMDzMQseggkYVYBdOyBgyoM1VQFse4D2UkIdHiY9vfRld2llZWXS6XQPLTebzW566KHT6TAYDIQ5VPhxCgsLmQMGDAgEgAkTJlQPHDiw4dEkG5bvp02bVtu/f/8ADodDxsfHy5hMJpycnIxZWVk5+/btE2zcuNF5165d9t99911x8881b2fBggUe3bp1kx89erQoPz+f1aNHD5HlPI/Hayo6FRcXpzh16lT+3r17bcaPH+87e/bsKnt7e0NMTEyj5S3286KV9SICAgLU169ffyz2JykpyXfPnj2F0dHR6tTUVIeTJ082vUm3trY2Nb/WEtPT/JhQKNRcvHiRFx0drcYjBAQEqM+dO8eLj4+XR0VFqfPy8nISExO91Wp10z2OiopSR0VFqZOSkuoCAgJCYc7++1TGjh0rS0hI8Bs5cqSMIAiEhoZqL126xG1tngDA5/NNLR1vjdbuL0mSeLQUS2t70gKN9vu2bq2MiyWmp7VxkySJlvbMxYsXuS21+aQxsVis5vukSdA9qcD003hSfwwGg7SsAYPBgMFgICyfuXLlSm5zcWPBysrqofulVqtpHA7nD93Dv8oT/U1JktSQJHmYJMk3SZJsD2AezELpM4IgLr2UEVJQUFBQvBBIksR95X1wGY95PYD//kcov3AUazsTSPAdgLaBsQDMFp5CWSFqVbXQGrVg0VlY+NtCNOoaEeQQhM/yA/CV7jJWxwC9L/vizp4LCO7/Cr6LlQJtx2P7TwIcn9Efn939FncERujogLe1J0ob74HP4uPdLu/CVNgLn7wTDABYODAF7X2v4mjjO/gopb1l5CBJAh5ttKipYuH/ltfDL1APPh+wsTG7sCnwexY2DVp3YbNwkc7CGJ4TlnHtYKdXYfX9HIwvPoHPDiWhsrEM/nb+KKgrwvi24zEuYhz4jdkIvpsGAChyGghR7WGA7QKoigEQAEEDeJ6A5F2A9kAAMW0Aptkt738BJycno9FoJCwuOK3Rtm1bTVlZGcsSG5GRkeEQGxsrDwgI0Ofl5eXk5eXlWAKvKyoqWJZMWN9++619586dFQDg4+Ojd3Fx0aekpLhNnjy55sG1DKPRiPHjx9evWLGi7NatW03mtR07dtgBwJEjR6z5fL7RwcHB2NjYSPf09NQBQFpaWquZx6RSKcvDw0M/b968mjFjxtRkZmbyXnnlFeWVK1esLXOQy+W0mzdvsgFgxowZHhkZGbZ/eiEfISwsTFNXV8ewrINWqyWuXLnCAcxue97e3nqtVkvs3LnT/sktPc4777xT+cknn7hZxm40GrF06VIXAEhOTq5cuHChZ1FRUdPbeY1GQwBAQ0MD7dChQ00C6+LFi1x3d3cdAERERCi/+OILO8AcI9K+ffvHLGDBwcFaGo2GxYsXuw8ePLjuafN8lIyMDNsZM2Z4tHTOQmv3t1evXo2bN292siR4qKqqore2J5v1Zw8AW7dutYuIiFA+qd/WaG3PhIeHa6qqqlgnT57kAYBMJqPp9XrExMQovv76a3sAuHnzJruiooIVFhamaa39rl27Ki9cuMCvrKyka7VaYt++fS3Gz1hbWxsbGhoecwbu2rWr8uLFi/yKigqGwWDAd999Z//KK6880XoZExPTaHHDA4Bz5849/sflATk5OWyRSPSYuH6R/KG0ESRJ3gGwEcBGgiD+hldVFBQUFBTPC4VOAZ1R91jGNs73B8BPWY8xb7mAwWjEwh6LAYKA1qBFUW0RGjWNUBvUUOlVWHlmJapV1fC388eymhCsbfwOR9oCc47Z4IsLJ2EzsjuyAy+D1uVdJNwPRn30L1hX9i0K+XoYaIA7zxXlykrYce2wsMtC8KpjMHtKW5hMBDoF38S78cuRLe+JxHdm4fdaPAQ8fTS4V8zB8DEK9B2gBo0G2DoB9YTZhc2E3xMTPIkiGgPr2AKcZXDgZtRjbnUuXtHKUVJbgP87Og+N2gYIHUXIvp+FSe0mIiEkAQxtLTrk/h8AEnft+yBQ9hsIggVoa8yNMvhm37uQZQDD+oHg4Zvje0jSHNPDtXlu9/GfTNeuXRt++eUX60GDBslbu4bH45GbN28uTkhI8DcajQgPD1fNnz+/uqVr/fz8NOnp6Q7Tp09v4+vrq21+3ciRI2s3bNjAiIyM1ADmmISJEyf6mEwmAgCWL1/eFMtiZ2dnjIiIECsUCvrnn39+BwAWLFhQOWnSJN/U1FTX2NjYVusRHjlyhJ+amurKYDBIHo9n/Oabb+64u7sb0tLSikeOHOmn0+kIAFiyZElZWFiYNicnhzt48OD6ltr69NNP3dLS0ppif6qqqm621q8FDodD7ty5s2j27NnecrmcbjQaiWnTplW1b99es3DhwvKoqKggDw8PXVBQkEqhUPyhkrwdO3ZUr169unTUqFF+arWaRhAEevXq1QAAI0aMaLh//z4jLi4u0Gg0EgKBwCgWi9UDBw5sNJlMWLNmjcvMmTPbcDgcE4/HM23duvUOAGzatOnuuHHjfNatW+fq4OBgyMjIKG6p7yFDhtS9//77nqtXry572jwf/WxhYSFbIBA85p5nMBiarCCt3d85c+ZUS6VStlgsDmYwGOS4ceOq33333eon7UmtVkuEhYWJTSYTsXPnztt/ZI0tPGnPfPPNN0WzZ8/21mg0NA6HYzp16pQ0OTn5/tixY9sIhUIJnU5HWlpaMZfLbfUNSps2bfQLFiwo79SpU5CTk5M+LCxMZTQaH3sBkZiYWDNr1qw2b7/9tunKlSu5zT+/ePHism7duglJkiR69uzZMGbMmPonzenzzz8vnTRpkrdQKJQYjUaiY8eO8s6dO7foGXbs2DHBgAEDGlo696Jo1az8b6Z9+/bklStX/u5hUFBQUPxjMZEmFMuKwaAzwKD9/v6LcTMLjr0H4rfOrugTW4zkTvPwZue5MJgMuF13G5WKShhMBhTUFWDdxXVo0DbAkeuID1j9sCXna2S6AZ8douML6Q+4PnoR4HoDfkHzUNvnXSzfuhAbqr9BEUcFIw1w4jmhViODA88BC7sshJO2E6a+1gEKOR3ebRTIGNsfHQKvoe2imygo9YHFQuLirkPNfRbCInTYsLUWahLgewJq5tNd2CzUEjRsZvHxA5MHHkiMV8sQU50LFgjcqcnHymMLodKr4G8fiKyq60iKnIShwcMAoxadridBoKtCDb8tbE1yMJR3ABoDMOkAliOgbwDCPwRsQgCTGqBxzXE8AGBUmgUQ2xGwemL88x+CIIirDzwymrhx40ZxeHh4zXPr5E9w9uxZ7po1a1x/+OGHv+z2lZ+fzxowYEBgQUFBdkvnExMTvSMiIlRz5sx54pyjoqJEH3/8cWnXrl1bDMp/3sTExASeOXOm4GX09b/KwIEDfTdt2lRqiT+x8P777zuXlZWxNm/efK+1z1K8fNRqNdGpUyfRlStX8p53uvEbN244hoeH+7R07r+ROJ+CgoKC4g8h18qhN+kfSmBAq6mF/cg3YBBYYU5fwJPmgaQO02AiTShvKEeVogoECJy7dw5fZH4BkiTBorGQZNMDH+V+gzIX4Lu9NPxU+RYyJ84Cy/oekur64LORH2Pqjk/xmWwXbnNUMBGAPccONZo6OFs5Y0GXBfCmRSFpRHso5DR4emnwasB2dAs6hbe/3/BA8AB0ugnWAhOUCgYcHI1YmipDKQA7V0DPBKzwuy2oNdQg8A3LCl+xrKEFgQS9EuNUNZDX3QYJEiUN9/DBsQXQGbTwtxciq+oaprWfjEGSoSBNBojzlkOgq4KK7QoblgCM2utma45BAbCdAG01IJr/QPBoAIIFsB3Mlh+D4oGL2/+GlQcAunTpor58+XLji65JEhwcHMTlck1paWkvPXbpaVCC58Wzf//+x0T18OHD2+Tl5XH37NnzpywxFC+OwsJC1gcffFD2susrPZOlhyAILgBvkiTzX/yQ/jqUpYeCgoKidUykCXdkd8Cis0CnPfB+0evhED8crKvX8WlKAubVfINN/TchXhiPSkUliuqKQKfRcUB6ABk3MmDDtkGDtgFDXXrg9O3j0NNI7N3HwjV1W8wbVQg2qce+n5kYfaoQnqU50O+JRxFkIABYcW3QqJPDje+GBV0WwJ/bDjOHdsCdQiYcnAywod3DzQ/DkFUViU7vHAdAgMk0gkYH7ByMqKthYNV3NXDyMcDVHrAXPGm2D+YMc5KCjWwB7tPo6K5XY5a2EQ4aGUrr78KKZYX7jZVY8FMSSNIEL1sfZFVex8z2kxEvGQqjyQTnki8RWbkbBhoXJreBYJXtNAsYfQPAtAf0dYD3SMB3/APBQwc4LuZ/jUqzOGI7A6TBHPPzP2DpoaCgoHiZPMnS89TCWQRBxAO4DnPWNhAE0ZYgiAPPc4BP6d+PIIitBEHseVl9UlBQUPyXadA0wEgafxc8AGzmLwL73CXcXTQbK+U/Ico9CvHCeMg0MrMbHMHAmdIz+Prm1/ASeKFR24hgGyEO3zsOlpHE4R+scZtmhXmJN8FUW+NiugEZ734GBdMIxcHhKIIMdBLgsK3RoGuEh8AD73R5B8F2kVg0KRJ3CpmwsjKBNBqxeeI00OlGjPwkHRbBo9fT4OavQ2UZC9M/bIC3jwEu/GcTPJceJClYyrWDI2nEFlUNVioqYa2oxH1FFTxtvFCjuI+3D00EAQJetr7IqryO2Q8Ej440gXH/NNpV7gYJGkzeY8Aq/w5gPBA8dCuz4HGMAXzGASYtAOJ3wWNSAzSO2RL0F7IpUVBQUFD8eZ6lWvBSAFEwx4aCJMnrAHz+SqcEQaQTBHGfIIisR473IwginyCIQoIgFj7o7zZJkhP/Sn8UFBQUFGaMJiNqVDXgMX+vE8P74itYbfsa8nGjsDqgAnXaeizrvgxKnRJFdUUAAeTV5mHT5U1w4bmgXlMPAYuPfJkUvjISPx52wEWBEpNG1IOoCsXP261R3qEbdg4ZAJutXVGqKwfTBDDYXCgMSnjbeGNhl4UIdmqLlW+G49plDmg0wNVNiwEhu9E7+AgWfLsSxdW+oNNN0Ovp8O+gRnE2F4MnKPBKXzU4LMDuKbW879AYeItrj2k8RzQQBFaoZdjSWAahsgZGk/GBwGmDvPvZeGt/IlgMNtxsvJBdeR1zoqahf9AgKE1GGBpvo0fxxwAAg9frYN3bZXZbMzQABMMscvhCQPy22YpDkgDXYuHRmNNXc13N1h0AII14uiMeBQUFBcXz5FlEj4EkyeedXeFLAP2aHyAIgg5gA4A4ABIAowiCkDznfikoKCj+p2nQmn+d0x48gLPOXoBN8nvQdOmImxP744uC3UgIToDQQYiCugLojDrcV9zH6nOrwWPywGVxodQr0aBrROe7wI4zbvjGvRaz+5OAdADWfBeOjrpiTNy0FqyMPqivywVXDxAsNpRGNXxsfZDcJRmhLuFIWxaG3w5bAQAiOqggvy/H+vFv4pw0Gp/9MhMEARiNNPi1VaD4Ghfh0VqMn9sIkICTE0Br5S9YHUHDh2wbjOA5IZPOwixtI3Y23EOsogoMGh1O1q4gQYLPEeDq3fOYs38crNkCOFm7IbfyBuZEz0bfwH5QkABNU4e4gvdAJ/UwOvcFs+4UYFCarTcAQOcALDsgeKlZ1JD6B4KHaRZDBPFA8Dywqpn0ZmHEcWp58BQUFBQUL4RniSrMIghiNAA6QRCBAGYDOPdXOiVJ8hRBED6PHI4CUEiS5G0AIAhiJ4CBAHL+Sl8UFBQUFGYMJgNqlDXgscxWHnppGezGTIbRwx2yle9hxZ11YNKZmB89H0W1RVDqlNCb9Fh+ajkMJgNCXEJw7p751//QHGBpgTdWBdzFN2EAriRh4PEemKsciaSNn6DixBQQZRcg0AE6DhNqUgt/O3/Mi56HMOdw7Fwvwc4Mc6rszl1VOHfKCkeXjQabpsLELV/ARJpFgkeAEtUlXDi4GPHO2joYjICrK8BoIf5VA+BbljW+ZFlDAwJD9SqMV9XA2qABh8mDvW0b0Agayhrugkln4kLxKSz4cQoceM6w5doit+om5nV5Gz3bdIIcNFjpVYgpWg22XgYTXwyGsRFQlqDpfSHLwZyOOngJwLIxx/FwXc3FR0k9ABLgeZitQQBgMpiFkJU3QGe/uBtNQUFBQfEYz2LpmQUgGIAWwA4AjQDeegFj8YC5lpyFewA8CIJwIAhiM4AIgiDeae3DBEEkEQRxhSCIK9XVLab3p6CgoPifRqaWgUbQQCNoIFRq2I0YD0KjRe0nH+A0uwqH7xzFzA4zoTaoUauuBYPGwPKTy1GjqkEPnx5NgmfsdeC9Qi+8GWoWPILfktHmSDK2KyfhWGwUvuAdBEpOwU4NaNl0qKGHv30g5kfPR7hzWxz5VozPUmwBAO2i1Lh6kYPJ8d+iV8ABLN+3GHnlQWAwTLB31sBkZEKrJrB0cx2YHBKOjgDnkXJ3JgA/MbgYYuWMDWwB2hu0+LrxHmY23oMjQYO7jTc8bLweEjynb/+Gtw9Ohou1GwQcG+Tdz0Jy10V4xTsKStBhZ9Qhsvxb8BVZIJl2oAnCgNrzDwSMCeC4Aro6ICgZsPYzW37YzubYHdJgTl/NdTNbfIAHgkcD8LxA0jkw4H8DhUJBdOjQQWQw/K/M+NmZO3eu++LFi10ePR4RESF+0X2npqY62NnZhYvFYom/v39wSkpKU7HO3bt3C0JCQoL8/PyCfX19g5OSkjwt5zZu3GgvFAolAQEBwSKRSDJixIg2NTU1dADYsWOHTVBQkEQkEkn8/f2D16xZ02qBV6D1+VO0jIeHR2hFRQUD+H2P5OfnszZv3txUhPbUqVO88ePHP78MKS2QmprqkJiY6A0AK1eudFq3bp3Di+zvefJUSw9JkioA//fg60XSkoMzSZJkLYCpT/swSZKfA/gcMGdve85jo6CgoPhXozPqUKeugzXLGiBJ2E59E8zsXNSt/RC6sGAsPTIGXgIv9A/sjwp5BXhMHj488yGkdVIMFg3GT4U/AQDi84Cp5e5IjCpFjhMQvu8t5Nx8HyfIjtBZ69B/HBsoPgFHJdDIpUFHGOHnIEJyp3kIcwnFxcMBWPF/diAIEr5CPUpKGXC2r8byuLm4XhKOjw4lg801gkYzwbmNEXmXuXhnXR1c2xhgzQesH66jiqt0Fj5lC5BLZ0Fs1OE9eTlCtY3gMq1gb+MNLtOskLQGbZPgOVbwMxYfng0vW18w6SxIq3OQ/MpydHYPht5kghNJwrv+Ipwq94EkmCC8RgK3N5sFDKkH2C6AphLwSwLsO5mtPWwngMEzx+uYNADXA6A9sOaQRrMo4nmBZHCxF4AYQMjLu/1/G+vXr3d87bXXZC8yXfXLRK/X40Wn2b127Vrei2xfr9cDAOLj42UZGRl3y8rKGCEhIcHDhw+vr6ysZMybN8/7wIEDhRERERq9Xo+UlBQnANizZ49gw4YNLkeOHCnw9fXVGwwGfPbZZw5lZWUMPp9vevPNN9ucP38+19/fX69WqwmpVPpSiti/jHvyT+izOZY9UlBQwN61a5f91KlT6wCga9euqpdVfwoAZs2aVRsVFSV+8803a19Wn3+FZ8ne1p4giO8JgsgkCOKm5esFjOUegObq1BNA+Qvoh4KCguJ/DplaBjqNDoIgYL1mHbg//Aj5rCRoe3fHtxW/ILcmF7OiZqFSXgkOg4P0a+m4UHYBcQFxOFt6FlqDFtF3gSnV3hjZpRy37YAJ3w7GjRuf4mNyHoTMGwheEQztvTOw1bPRwAV0NBP8HSV4u9N8hLmEIu+8H96e4QAaHbB1MoJuZYLsPgMfjZoPR+saTPg8HQw2oNfSENxJjrzL1hg2WY6OvTRgsx9OXFBM0DGXY4ckniPqCDoWK+9jk+w2OppM8LT1gYeN10OCp7yhFEw6E0fy9mPRz7Pgay8Ek85CYU0eknt8gE6eEaAbtHClseGirUKb2ykACBC+bwDFX5otPKQeYNoB2irAtS/gORgwqQC2PcC0BkgTYFQDXHeA/sAcRRrNMUA8T5AMHrYCGAXg/Zd8//8udu/e7TB8+PB6ADh06BA/KipK1K9fPz9fX9/g1157zddkMgEA9u/fzw8KCpIIhUJJQkKCj1qtfuxFaH5+PsvX1zd4yJAhPkKhUNKvXz8/uVxO279/P793797+luv27dsn6NOnj7/BYMDQoUN9AgMDg4VCoWTZsmXOgLk46YQJE7wiIiLEgYGBwcePH+cBwPHjx3kRERHioKAgSUREhPjGjRtswPxmOy4uzq9Hjx4BsbGxwpKSEmb79u1FYrFYEhgYGHz48GFrAPj+++8Fbdu2FUskkqC4uDi/hoaGZ/GmeQwejxfxtPU6ffo0r0OHDqLg4OCgmJiYwJKSEiYApKSkOIaEhASJRCJJ3759/eVyOQ0Ahg4d6jNp0iTPjh07CqdPn+7ZvD8PDw+Dt7e3trCwkLVy5UrXefPmVURERGgAgMlkYuHChdUA8OGHH7qtWrXqnq+vrx4AGAwG3nrrrdrw8HBtfX09zWAwEC4uLgYA4HK5ZHh4uBYApFIpKzo6WigUCiXR0dHCgoKCh8RQZmYmJzQ0NKj5fRYKhZInzTMqKko0c+ZMjw4dOohWrFjRqrWouVUCALp37x5w6NAhvmWdZ82a5SESiSTh4eHi0tJShmWtRo8e7R0ZGSny8fEJ2bFjh42lreb7oLGxkZaQkOATEhISFBQUJPn6669tAcBgMCApKclTKBRKhEKh5IMPPnAGWt/jHh4eoXPmzHGXSCRBQqFQcu3aNQ4AVFZW0rt06RIYFBQkGT16dJvmJWYse+T//u//PK5cuWItFosly5Ytcz506BC/e/fuAQBQVVVF79Wrl79QKJSEh4eLL168yAXMFraEhASfqKgokaenZ+iKFSucLe1u3LjRPjQ0NEgsFktGjx7dxmKhXbdunYOPj09Ihw4dROfOnbO2XM/n802enp5ay8/QP51n+YH8BubEA0MBxDf7et5cBhBIEIQvQRAsACMB/KHU2ARBxBME8XlDw/POu0BBQUHx70Vr0KJeUw8ugwv2j0fA/+BjqOJ6QTFhDBptufjo/BpEukXCx8YHLDoLPxb8iP3S/eji1QXljWW4r7qPgFrgvbu+mBJ+F1o6sHlbENJv78JA7MNk+mdov8gXVfXXwGbaQ0HXQE8jIXQKwezoeQhzCUFRri+mTXAECYDBJBHSUYuCTA5G9/4BIyO/xsc/zkdOVRg0KiY69qrCtZP2aBejwdi35AB+T1wgI2hYzbbBcCtnXGawMUVdh+11RXjNqIe3rQ/cbTzBYXAemnt5QykYdAYOZO/Gsl/mQuQUDIBEUU0eFvRahU6eHcDVyODItIaA1CIgdz5AGkF4DgXKD5njcEg9QOOaU1TbhgHC2WYLD9MGYAoeCB6VOU01/cHff4vg4XrAxLDCRpjdFrwBDH/JewATJnghKkr0XL8mTHiiG41GoyFKS0vZIpFIZzmWm5vL3bBhQ2lhYWH23bt32UePHrVWqVTElClTfHft2lUklUpzDAYD1qxZ02Kmh+LiYs7UqVOrpVJpDp/PN61Zs8YpPj5eXlhYyCkvL2cAQHp6usP48eNrzp8/z6uoqGAWFBRkS6XSnBkzZjS9jVapVLRr167lpaamliQlJfkCQHh4uObSpUt5ubm5OUuWLClLTk5uEgeZmZnWO3bsuHPhwgVpenq6fc+ePRvy8vJycnNzszt27KiqqKhgrFy50u3UqVPSnJyc3Hbt2qnef//9v+y61dJ6abVaYvbs2d779+8vys7Ozh03blzN/PnzPQDg9ddfl2VlZeXm5+fniEQidWpqapOLWVFREefs2bPSLVu23GveR05ODqu0tJQtkUi0+fn53I4dO7ZoKSgsLOR27ty5xXMuLi7G3r1713t7e4fFx8f7btq0yd5oNAIApk6d6j169OhaqVSaM2LEiNpp06Y9tG/atWun0ev1RE5ODgsAMjIy7AcNGiR70jwBoL6+nn758uX8ZcuWVf2ZtVWr1bTo6GhFfn5+TnR0tGL9+vVNe660tJR96dKl/IMHDxa89dZbbVQqFQE8vA/effddt+7duzdmZWXlnj59On/RokWejY2NtJSUFKeSkhJ2dnZ2jlQqzZk0aVLt0/a4o6OjIScnJ3fChAnVq1atcgGAhQsXukdHRytyc3NzXnvttfqKiorHLGcffPBBWfv27RV5eXk5S5Ysud/8XHJysnt4eLhKKpXmvP/++2Xjxo3ztZwrLCzknDx5Unr58uXcjz/+2F2r1RKZmZmcPXv22F+5ciUvLy8vh0ajkZs3b3YoKSlhrlq1yv3cuXN5p0+flkql0occjNu1a6c8ceLEIzb4fybPInqqSZI8QJLkHZIkSyxff6VTgiB2ADgPQEQQxD2CICaSJGkAMBPAEQC5AHaTJJn9R9olSfIgSZJJNjb/O9WuKSgoKJ6GJT6HmV8Au0mzoBcFov69ZMDNDWuvboBMLcPokNEgaASuVl7FF5lfIMQpBAKmNW7cvwkHFbAhzxdvBt2Bkgns3W6F5LrDcCfLsYk+AbHz3JBH3gbB94ZBVwsDDQhyDsO4TnMgcgpGQVkbTB/lCKMeMBiAXsMUOH3QCmJJOZb3nYv8ciE+OPgetGoG2seUIfuyE5zcjFjwiQwGA+DsBBgYwJcsawy0csZeJg/x2kZ8U3cbk/Vq+Nt6w03g8ZDYAR4WPHtvfo2Vvy5AsGtb6Ew63KkrQHLvjxDt1RnWijI4sh3AZzAQmLMAdIMchH0UoLwNaMphjhqim52wuW6AZLFZCDH5ANPWnKLaqATYjuZjgFkEGZQA1x0mFh/rYA6QbQPgNoAVL/H+/11UVlYy+Hz+Q8E8oaGhSn9/fz2dTkdwcLCqqKiIdePGDY6np6c2LCxMCwDjx4+vPXPmTIsPUa6urro+ffooAWDs2LG1586ds6bRaBg+fHjtli1b7GtqauiZmZnWCQkJDWKxWFtaWsoeN26c1549ewR2dnZGSzujR4+uA4C4uDiFQqGg1dTU0Ovq6uivvvqqf2BgYHBycrKXVCpt2lCxsbGNLi4uRgDo1KmTcseOHY5z5851v3TpEtfOzs504sQJq6KiIk5UVJRYLBZLdu7c6XD37t2/7N7V0nrdvHmTXVBQwO3Ro4dQLBZL1qxZ41ZeXs4EgKtXr3IjIyNFQqFQsnfvXofs7OymOQwZMuQhN8ODBw/aicViyciRI/3Wrl1bYpnfs3Dp0iWuWCyWeHl5hWzZssUOAHbt2lVy+PBhafv27ZWpqamuw4cP9wGAa9euWSUlJdUBwLRp0+quXr1q/Wh7gwYNqvv666/tAWDfvn12Y8eOrXvSPAFg1KhRdX90PZvDZDLJkSNHNgBAZGSksqSkpOl+DR06tI5OpyM0NFTr5eWlvX79Ogd4eB+cOHFC8Omnn7qJxWJJTEyMSKvVEoWFhaxjx44Jpk6dWm1xf3NxcTE+bY+PHj1aBgBRUVGq0tJSNgBcuHCBP2HChFoAGDlyZINAIHjm+wMAly5d4k+cOLEWAF577TV5fX09o7a2lg4Affr0qedyuaSbm5vB3t5ef+/ePcbhw4f5WVlZvPDw8CCxWCw5c+aM4Pbt2+xTp05ZderUSe7u7m7gcDjkkCFDHlp3Z2dnQ/P78k/mWZxslxAE8QWA32BOZgAAIEny+z/bKUmSo1o5/hOAn/5suxQUFBQUD6MxaCDXyiFQGWE/fBxIDht1KSsAby/c1lQg/Vo6evn1gqeNJ+7W38Xqs6vhJfBCO5d2yLiVAbYR+PKaL5ID7uCeADiaASzW7USVzh3HaDEYPpOBq7wKwM4PkN2BkQAkLm0xMOpNeDgFQVbvhQUJTlAraNDrCLz6uhy/7bWGg6sGU9qthq9zMbq+fxIKFQ8Bkhrcr7SHTkPDqu01YLBJ2DsBx6y5+IzNRyWNgS46JSYrqhDCYMPuEatOcyyCh06jY0fmVqw7vQIRHh3RoJHhruwO3u69BrGencFpLIQd1xEsOgM+RSlgKgsBjps5UUF5M2cDpsCcoCBkOUCnATQrgGVvTkltUJgzubFszdeSJvMxrhtMLAHWAFgIIABA4YPm6l/YHW+F9PTSp1/0fLGysjLpdLqHXq6y2ewmHx06nQ6DwUA0d9tpTmFhIXPAgAGBADBhwoTqgQMHNhCPFHe1fD9t2rTa/v37B3A4HDI+Pl7GZDLh5ORkzMrKytm3b59g48aNzrt27bL/7rvvipt/rnk7CxYs8OjWrZv86NGjRfn5+awePXqILOd5PJ7J8v+4uDjFqVOn8vfu3Wszfvx439mzZ1fZ29sbYmJiGg8ePHjnTy1WK7SyXkRAQID6+vXrj8X+JCUl+e7Zs6cwOjpanZqa6nDy5MmmB2tra2tT82stMT3NjwmFQs3Fixd50dHR6kfbDggIUJ87d44XHx8vj4qKUufl5eUkJiZ6q9XqpnscFRWljoqKUiclJdUFBASEAih+lnmOHTtWlpCQ4Ddy5EgZQRAIDQ3VXrp0idvaPAGza9XT2mUwGKTFJRAAtFotrfk52oO89wwGAwaDoWlTtLbPmu8DkiSxZ8+eQosbX/PjBEGQjx57EhwOh7SMqfk4aK3l5X8GWurTMq7W9lVCQkLthg0bypp/Zvv27baPrkdzNBoNjcvlPvVe/BN4ltV8A0BbmOvqWFzbBrzAMVFQUFBQPCeqldVgkgTsEqeAfq8cso+XwxQkAgQCLD+5HAwaA0PEQ9CgacDSk0thw7ZBf5+++OZmBggSSLvmhVVed5DjBOzbCeykL8cx2QAspb2LFZNzccauBnQbs+AhQULs2g5xHd+Cj1MQXLSeeDfBCbVVdOh1BLq8qsS1MxwAJIT8K5jddz0++2U6zhd2gbO7EjYOBO4WcjHvo3q4ehtw15mFmc6OWMS1A99kREr9XaRqG9BV4NGiZceCzqhrEjxfXd6IdadXoINXDBrUMpTWFyO5z8fo6dUFPMVdOLAEYDHY8K45Cm7lYXMsjvuAhwUPxwUwyAHJIoDjABBscxyPRfAwbcy1egCz1cegALiuMLJssByPCx4AELyY2/2PwsnJyWg0GgmLa1BrtG3bVlNWVsbKyspiA0BGRoZDbGysPCAgQJ+Xl5eTl5eXk5ycXA0AFRUVrF9//dUKAL799lv7zp07KwDAx8dH7+Liok9JSXGbPHlyzYNrGUajEePHj69fsWJF2a1bt5riDnbs2GEHAEeOHLHm8/lGBwcHY2NjI93T01MHAGlpaa1mHpNKpSwPDw/9vHnzasaMGVOTmZnJe+WVV5RXrlyxtsxBLpfTbt68yQaAGTNmeGRkZNj+6YV8hLCwME1dXR3Dsg5arZa4cuUKBzC77Xl7e+u1Wi2xc+dO+ye39DjvvPNO5SeffOJmGbvRaMTSpUtdACA5Obly4cKFnkVFRU1v9TUaDQEADQ0NNEusDABcvHiR6+7urgOAiIgI5RdffGEHAGlpafbt27dXPNpvcHCwlkajYfHixe6DBw+ue9o8HyUjI8N2xowZHo8e9/f312VnZ/OMRiMKCwuZN2/etHqWdfj+++/tjEYjsrOz2aWlpezw8HDNo9d07969MSUlxcUiqs6ePcsFgF69ejVu3rzZyZIwoqqqit7aHn/SGDp16iRPT093AMwZ9RobG+mPXmNjY2NUKBSPHbd8ftu2bQ6AOT7Mzs7OYG9v36o46devX+OhQ4fsysrKGJZxS6VSVteuXZUXLlzgV1ZW0rVaLbFv376HykJLpVJ2SEjIYyL5n8izWHrCSZIMfeEjeQ4QBBEPID4gIODvHgoFBQXF345ar4ZSp4Tn0hRwTp5B/XvJ0EVHAfb2OFl8EkdvH8XI4JEQsAWYd3QeSJLEsMBB+DLzCxgZwHu5LthlW4pzXsDOPcAV3hRsvPUu+tP24dKYz3DUTQ0bphsaGm4DAIJc22Nox9nwcBTBl3THnFGOKCkw/5kRt9NCo6ShspQBLkuFrZMno7TOC8sOvA8Wx4R2nWtweI8PRk6Tw6OfHmtc7HCez4WTyYB35BUYAhIO1i5gM55c30Zn1KGs/i5oBA2fX/gU2y6tR+c2r6CssRQVjffwTp8U9PLoCJOyEg4MFhgsPty1RbCWfgyABvi8AdzeCrMvG2m2+mgqAOEcwEZkTmjAcTIXIjUqze5sbEezACJJszjiuMDIssUiAKsABAIoaDZGNwDzn/vd/mfStWvXhl9++cV60KBBrT7g8Xg8cvPmzcUJCQn+RqMR4eHhqvnz57dYe8LPz0+Tnp7uMH369Da+vr7a5teNHDmydsOGDYzIyEgNABQXFzMnTpzoYzKZCABYvnx5UyyLnZ2dMSIiQqxQKOiff/75HQBYsGBB5aRJk3xTU1NdY2NjG1sb75EjR/ipqamuDAaD5PF4xm+++eaOu7u7IS0trXjkyJF+Op2OAIAlS5aUhYWFaXNycriDBw+ub6mtTz/91C0tLa0p9qeqquqpiaI4HA65c+fOotmzZ3vL5XK60Wgkpk2bVtW+fXvNwoULy6OiooI8PDx0QUFBqtYeiFujY8eO6tWrV5eOGjXKT61W0wiCQK9evRoAYMSIEQ33799nxMXFBRqNRkIgEBjFYrF64MCBjSaTCWvWrHGZOXNmGw6HY+LxeKatW7feAYBNmzbdHTdunM+6detcHRwcDBkZGcUt9T1kyJC6999/33P16tVlT5vno58tLCxkt+T+1bt3b8WGDRu0IpEoWCQSqSUSyTNlNgsICNBGRUWJamtrmWvXri3h8XiPmU1WrVpVnpSU5C0WiyUkSRIPAvoL58yZUy2VStlisTiYwWCQ48aNq3733Xern3WPN29/6NChfhKJJCg6Olrh5uame/SaqKgoNYPBIEUikWT06NE1kZGRTeJj9erV5aNHj/YRCoUSLpdr+vLLL59ohYyMjNQsWrSorGfPnkKTyQQmk0mmpqbe7dmzp3LBggXlnTp1CnJyctKHhYWpjEZj04uMy5cvW69atariWdb176ZVs3LTBQSxBcCnJEn+a4qEtm/fnrxy5crfPQwKCgqKvw2SJHG34S543+yG08xkKEYOQeO78wBPT+gJEj0zekKulePTvp9i2clluFN/B6+Lh+PQtZ2oYRsx5J4AzPpG7AoB0g4ARtZQJF/cBn8iDz4ju2G/UA0vrQClbPOzYYhbFBKiZsLVUQQvpjuWve6Ai79xweaaYOdkRKdeavyQLgCTbcDi15Zi0aAPMCj1IA5eeRWDxxbih68DERqnhec2A362twKLJDFaXYsJJgPcuPZPFTvAw4Jnw9lV+CZzC7r598Gd2kJUysuwuO+n6O4eCb2mHs7Qg2BawYNmBP9svDnrmvdYoOJnQF8LgDTX3dHeB7wSAJ8xAAhz8VGCbk5LTTAf1OKhYwqPlwABAABJREFUNRM8zjCw7fE2gLV4XPAEwRzbIwHQ7Tneb4IgrpIk2b75sRs3bhSHh4fXPMdu/jBnz57lrlmzxvWHH374y25f+fn5rAEDBgQWFBS0GO+bmJjoHRERoZozZ84T5xwVFSX6+OOPS19Wat+YmJjAM2fOFDz9Soo/y8CBA303bdpU6u7u/pcLQg0dOtRnwIABDW+88YbseYztv8zz/Pl+Xty4ccMxPDzcp6Vzz2LpiQEwjiCIOzDH9BAw188Je35DpKCgoKB4nqj0KpAXL8Bx7iJoO0Sgce4MwNUVYDDwxeVNKJIVYX70fKReSkVBXQESAgfh1KXvUGNlRFAjCw6VjdjSHlh1FODZ9cWCE5+CTzbAf1hffC9UI1DORQHfLHhCPTpjePvp8HAMhIDrgU+m2OLib1zw7YwwGQkMGKPA1g9tweYYIXa5hQUDVuOb82Ow/+IADBh9G7/85AurZSZIk1m4QWfjVVUD3iS1CODYPpPYAX53aSMIAp+cXIo9N7ejZ2B/5N/PRrWyEivi1iHWtS10OhVcGQAIHjy5Alidec0seJx7AHWXAf2D52WGANBWAw7RQJsxZlHDc2kmeOgPBFAzwcN2hJ5tj7cAbITZpa35k24MgLEwZ2/r9Jzu8z+dLl26qC9fvtxoMBjwImv1BAcHB3G5XFNaWtpLj116GpTgefHs37//H/PQ/b/E/fv3mRbL3L+BZ7H0tGnp+F/N4PYioSw9FBQU/8uQJInSvEtw7x4P0Omo2Z4Gk1gE8PkoayhDr+294CXwgo+tD34s/BFxbfqg4topXLfTQKCnYVymCes7AclngBB+T3x86CMU6kUY+moItkcVw09lhds8JQDAz/9VvBEyGt6OQnCs3LFzgQD7tvDh6GaArJqOye/JkPGxLfQ6wKQ34eLyjvC0v4egt3MhidFAKrZDzVsckD4EwhoUmK/XINZOABb92RNfWQQPSZJYffz/cDB7N/qJB+Nm+VXUqaqxut86RLmEwmDUw4lGgjDp4CVwB/fKNKD6FGDlD1j5AfePmhuksQGQANcTCF8N0Ohmiw6NZc7aBgA8D7OrGwDoGwGWA/QcR0wjCGwF4A+gqNkYB8McGBsAIBbA80519E+19FBQUFC8TP6UpYcgCAFJko0AnhhoRUFBQUHxz0LRWAOn0ZNAa1Sg5qsN0Pv5wsDnQ2XQYOmZFZDr5HCz98eP0gPo4NYZjZdP47qTBgSAUTfMgmfyFaCDQ1ds+2EWbunbIrFrF3wVVQxPze+Cx67tRLzh0x3eDkLwrd3x3UfW2LeFD3cfPcqLmRg7T4Yft/OhUREwGQkkD/gIkb6ZGLZuN6yHMXAj2REKCQtONXpMuyPHIGtruDg9ls32iVgEj4k04YOjyTic/wPiJcNx5d55yNS1+PTV9QhzDAJJknBi8UDTVsPLzg+c/LVmwcMQAI5dgJKMBy3SzKKHxgBClpqLA3FdzIKH/H/2zjs8iqrtw/dsyZZkUzaVdEo2m01IqKEJgoiCCErHIL0INooFVBSlKa+ggIIgAr4gVQQRVGwgTeU19CQkoQVCSAKk92yZ74/JhtDLB4q493XNlezslDMzZ3fP7zzNDNhAU1PwFIGTBxVqL4YKAiuA2lwqeIYBTYBIJAvPLQVZOHDgwIGDO8L1bM0rkbK07QVEJLc2OyJQ5y6267ZwJDJw4MDBvxUrYAEqbVbMw4ejO5DAsQ+nk92wATa9HovVzO4TW9mS+i3hPvX5OfUb6ntF4xm/ny0BUuzrk0mwsCn0SoCH3R9kx1dd+a7iCfo06suyh/YQUKbmjEYSPLKW4xnu35Rgt2A8df58tVjLqnfdCK5n5vQxJR37FnE8QUX6MQUgEOaXwjs93mZ9Ujc2v9WNis4KOAvNV5YzrZkMN60en2vmy7o6dsFjtVmY9MNYth37niej+vHH6e0UlOXxcaePifAMRy7IcVdqUJRnEeheF1Xmj3DsE8lFrfbTcHTBxYM66SVXtfpTQamV4npkaqnQqK0StIGSAIIqweNOudqHAYLAl0iuazX9bCYgiaCGQCMcgseBAwcO/i6uKXpEUXy86m/ta21zryGK4iZgU5MmTYb/3W1x4MCBgzuJyEVhYwUqkYIsK6r+tzsqq//zLsFfbiT92aHkPtoetacnNtHGqbyTrIn/BIVMQer5ROq61SXsz2Osr12GzAYNMuHrCHj0GPRweZDMtSY+KhtHR8NEvnriK3xLFWRoqpImtRzP4xE9iBLAy8WfH9ar+e+r7oSEmTl1TEGDVmX4+NvYsloHiAiCjcWjhlGm0PDcKx9jUcsQ3rHRPN7GzI/UCAL4+EgJ0G4Wu+AxW81M/P55dp38hV4xg9l+4kdKyvP5pPM86rrXRSlX4uakkwSPWwhOxcdh/1jpIKGD4cQypOKjVGVqywLTa5L7mpMXKLRVgqdMsvDIqmKMLMXg5Eqp2oc4QWAjEATYi57IgGmAF9AUiObSmUMHDhw4cPDXcsOoQkEQfhFFsf2N1jlw4MCBg/8fNYWNBTAD5UjCxsxFYQPSAFqO9CWurXqt/GELXm9MIq99G84PH4jC2xtRLiezIJ1fj20hIWsfSpkSH403LfZm80W9UnSVAppKkcN+0CIdBqjbolml5eXSOTQNWMb2fh/gViaSpalKitRwCOFNn6N7SRbeOn9+/0nF/Gc9qBVsIeuMnKC6Fh6LK+XdF/RSi50ERk76hNahuxgUuwS3FB0lA2zoLQLTNimwWCAoCOS3YAKxC55KSwUTvh3JntM76dNwGFuPfktZZTGfdP6EUPdQNEoNripXlJX5BLj4oLSWwB/9JDe1Wo9D1g9grSoZYk9NXXsQ6BtJFh+li1Ro1FomxfTINdK2lmJQuFCi9qWnILAFCADsEfRKYGbVc2kFGHEIHgcOHDj4u7lmcVJBENSCIOgBL0EQPARB0FctoYD/X9ZCBw4cOLiPEJEETBlQDOQAZ5Fcoo4CJ5CsBRlV75UjfVFrAZcaizOgRhI9AiA/ehR9n76U1gnm1NSJUqY2lYoLxdmcyjnOV4e/QCbI0Mg1dNlXzBf1igksklEmEylUQcR5eEbWhvCVeQws+YJgj99JHfEiyvJyclRV5S8MTxDUdirjijPx1fmT+D8l7w/R4+Flo7RYQK0VefbtPGaP90C0AT0EgvenMaPeeH5UdqBgXVesTyuxnZExa4kcubK6mTeNXfCUmkt46Zuh/Jm+m6caj+KX1E1UmEtYUCV4XFWuuDq54mSrIFCtQSlXwu8DoTIX3OpD+Xkoq5IpTp6S4PFtL4khpTsoXaWsbNZSqTipoqqmoaUE5M4Uavx4QpCxBfCrel4AGuBjpOKjrXEInuLiYqFp06bhFsvtZRKePHmyT1FR0e2Xpb8KAQEB9TMzMy+Z9F2xYoXb66+/7ncnz3M1KioqhGeffTYgJCQkKiwsLLJ+/foRa9eudQWpwGe/fv2Cg4KCoiIiIkyRkZERs2bN8gKpSOigQYOCwsLCIg0GgykqKioiOTnZCWD27NmeBoPBZDAYTGFhYZFffPGF+/Xa0KNHj9ClS5d6XG+b/y9z5871HDBgQDDAuHHj/N966y3fmu9frQ1arbYhSKnJ1Wp1I6PRaKpbt25kXFxcsNV6RQmev5ya/aZhw4ZGkNq6YMGC6iKwO3bs0A4aNCjobrfl8ccfr3P48OFb+OZ0ANe39DwDjEESOHu5+L1dCMy7u81y4MCBg38uNi66oVmQ3M/sFhv70M8eKCnjosXmdn/BhMJC9F26YMPG8dnvYfP3B2dnCsryOJl7lF1pv5BVlIFSpiDuoI0FpmIiL8hJ9LKiMYN/EYy2PcCDK4/zUOl2ZNpcil/sQ4W5ALNdVQW3wefxBYzPP02Qmz9pyQqm9PPESSWi1tjIO6dk0sILzH/bndJIAWYBLUUWbB6FUCay5pcPyM9Uc+yomg+XWvH2B70eXG4hb0GltZLMgjMUVxbx0sYhJGUfIq7J82xJWoPZUs4nnT8h0DUQd7U7TjIn1DI5/jIZcrkTHJgAhQmSy5qLATK+kg4q14E5H1wjoe4IcHKVRI8oSsVHVZ5SAVKQBJBcTb62Fk8IMnYA3kBWVfvckGrzKIAWSIGv/2bBA/DRRx95de3aNe9201UvXLjQd/jw4bk6ne6aleTvBP369SsACu7mOSwWC2PHjvXPyspSJicnJ2o0GjE9PV3xww8/6KraEBoaGlqRlpaWIJfLOXv2rGLevHleAJ999pnevp9cLuf48eNKV1dX2/Hjx5WzZs2qdeDAgSOenp7WgoIC2eWC7m5ez91KQx4UFFSRnJycZDabadGiRfgXX3zhPnDgwHz7+2azGaXyTudAvHn279+fDHD06FHVmjVr9CNHjswFaNOmTendrv9ksVgYNWrUuWnTpvmtXr36ns2kfC9yzdkTURTnVMXzvCyKYh1RFGtXLTGiKH78F7bxphEEoYsgCJ8WFNzV7y0HDhw4wIYkZkqRUlyeB84gWWqOAmlI7k6ZQD6SdUfJRUuNruqvFkns3HaAu82G+1NPoTh2jOQZb2EJN4C7O2WVpRy7kExJZQlfHZIykw097MQCUzHNzspI0ltRm8GjDF6uaEn3ZQfoV7qadIUXzqMfJUfMwiqAVQ74ROPWYzWvFKRR27UWWacVTOrtSWW5QHC9Sk4fdeK5KXms3+ZM+lQn+EOAOjBw0n/pVLSF+bsnY3MO4tefnRk5roKmD8pxdgaPW5hrNlvNZBacoaA8j9Eb+pN87jBPx77IlsRVWKwV1YLHS+uFSqHCxUlLgBLkMiWc/ALSv5ISENR68qLgQQlYQeUNplclseOkl4KLrCWg9ACnqkZay0CmIkfjT6cqwaNHeu4AvkiCR4NUj8cheCTWrl3r2bt373yAzZs365o0aRLeoUOHupfP4K9fv961QYMGRpPJFNGpU6c6BQUFsqlTp/qcO3dO+eCDDxqaNWtmsFgs9OjRI9Ru7XjnnXd8ABISElQtW7Y0hIeHm0wmU0RiYuItzx/UtEz06NEjdNCgQUENGzY0BgYG1q9pkXjzzTd9o6KiIgwGg2ns2LHVXi8PP/xw3cjIyIh69epFzpw5szolh1arbThmzBj/6Oho408//eSycuVK788+++y0RqMRAYKCgizDhg3LS0xMVB04cMB5zpw5GfIqX09/f3/LtGnTsgAyMzOVvr6+Zvt7devWNXt7e1szMzOVzs7ONjc3NyuAm5ubzWg0VgL89ttvmpiYGKPBYDB16NCh7vnz5y/5mlm7dq3rY489Vp2UavPmzbqHHnqo3rWeB0jWjpdffrlW48aNw5csWXJXrUUASqWS2NjY4qNHj6rmzp3r2alTpzoPPfRQvdatWxsKCwtlvXr1Co2KioqIiIgw2S1cFouFESNGBNqtX9OmTfMB2Lhxoy4iIsJkMBhMvXr1Ci0rKxPs1zR27Fh/k8kUYTAYTPv371cDZGVlyVu1ahUWERFhiouLC6lZ4sVulXrjjTcC4uPjXYxGo+mdd97x2bx5s65du3b1ALKzs+UPP/xwXYPBYIqJiTHu2bNHA5Llq1evXqGxsbHhgYGB9adOnepjP+78+fP19evXjzAajaa4uLgQu4W0Zj/65ZdfXDp27Fi8c+dOV7PZfLcfwX3FDU3Goih+9Fc05E4giuImURRHuLm5/d1NceDAwX2AFck6U4o0BXwOScgcq1rSuChsCpGsOE5cFDT2RVO1/m5k7tK98Qaa777jxMujqGj9AHh5UWmt5OiFI1htFj7Y/jZW0coTJ9Usiiil2RmBY242FCJoLDC+uCmDlvzJ8+WfsFtoSfDz7UlXHUdhBbMccK+NNu5bxhWcIkLnT2GOgnf66MnLltGoXRmHf9fwxLhCfmimZt+nWugCvCPi0zibDwLHEX+qBYXB/Vm+yJV2j5TT/wUVMtmtJS4wW82cLUgnt+wCz6/vx/GcVAY1G8u3h5ZhE6188tgn+Ov88XX2RSbI0DnpqKVUIrNVwoX/QcIUQIDag+H0fy8eWFllZjJNlCxAqpqCx016DWApA5mCbI0/j8rk7EGy6uRWHaY28B7Ss24JhHDvCZ4hQwiKjSX8Ti5DhnBdN57y8nIhPT1dFR4eXmlfd/jwYec5c+akp6SkJKalpamWLVvmkZmZqZg+fXqtHTt2pCYlJR1p1KhR6ZQpU3wnTpx4zsfHx7x9+/bUPXv2pP7+++/azMxM5dGjRxNTU1OTnnvuuRyAuLi42iNHjjyXkpKSFB8fnxwcHPz/HglmZ2cr4+Pjkzdu3Hh00qRJASAJgWPHjqkPHTp05MiRI0kHDhzQfv/99y4AK1asSEtMTDxy4MCBpIULF/pmZWXJAcrKymRRUVFlhw4dStbr9dZatWpV6vX6K6xWBw4cUEdERJTKrxHc1r9//9yff/7Z3Wg0moYPHx64e/duDUDz5s1Lvby8zEFBQfV79uwZunLlyuoB0KBBg2pPnz79TGpqalJkZGTZ+PHjLwlN6NatW+H+/fudCwsLZQCrVq3y6NmzZ+61nod9P7Vabdu7d2/KiBEj8v6/9/lGFBUVyXbs2OEaHR1dBrBv3z6XVatWnfzjjz9SX3/99Vrt2rUrTEhIOLJz586UiRMnBhYWFspmzZrlferUKVViYmJSampq0rBhw3JKS0uFZ555pvaaNWuOp6amJlksFt5//31v+3m8vLwsSUlJR4YMGXL+vffe8wWYMGGCf4sWLYqPHDmS1LVr1/zMzMwriodNmzYto0mTJsXJyclJkyZNOlfzvVdffdU/JiamNDU1NWnKlCkZAwcOrE4MduzYMfX27dtT//zzzyMzZ870r6ioEPbt26det26dPj4+Pjk5OTlJJpOJCxYs8IRL+9Gjjz5aLJfLCQkJKf/jjz+0d+ve34/cUT9ZBw4cOPinYRc2JUjCJhsppsYubE4hWXCykSw6NqRYmsstNnZh81d+qapXr0b33nvk9niCrN5PIPP1wyqInMw5SlllCV8dWs7ZwnTqFMj5PqicBlkgIpKrAaUNJuQ2ZOTSfcwwT2AF/TAMfJzj7nvRmKFSKSBofVD2/4kXCs/QSOdHRYmCyf30pKcoafNUCbu/cyZkfjk/TnPmSGsNrADCgLcFPun7PM6qEva6vs/Hs/SEhFby1hwFVivUqnXziQvsgud8SRbPfRXHmYJTDGs2lvUHFgMw77F5+Lv6U8ulFqIo4qH2wM/JGZk5H0oz4c9nABsE9oTTa6pq7QAqP7AUQsSr4BIKam8QZJILm0wLKq8qAVQGMjlnNQE8IpNzAOlZ2/0JIoG3kKw+LYBA7j3B83eRlZWl0Ol0lwTz1K9fv8RkMlUqFAp69+6du3PnTpdff/3V+fjx4+rY2Fij0Wg0rV692vP06dNXDDCNRmNFenq6auDAgUHr1q1z9fDwsObl5cmys7OdBgwYkA+g1WrFO+EK17Vr13y5XE7jxo3Lc3JylABbtmxx3bFjh6vJZDJFRkaajh8/rk5OTlYDzJgxwzc8PNzUuHHjiKysLGViYqIaQC6XM2jQoFsWB+PHj/czGo0mHx+faJAsO8eOHUuYPHnyGZlMxmOPPRa+ceNGnUKhYMeOHUdXrlx5PCwsrHzChAlB48aN88/JyZEXFRXJO3fuXAwwfPjwnD/++OMSZ1KlUknbtm0LV69e7WY2m9m6davbU089lX+j5zFgwID/t9gRrjLjUXNdenq6ymg0mmJjY42PPPJIQe/evQsBWrduXejr62sF+PXXX10//PDDWkaj0fTAAw+EV1RUCMeOHXPaunWr68iRI8/b3d98fX2tBw8eVAcGBlZER0dXAAwaNChn165dOvv54uLi8gBiY2NL09PTVQB//PGHbsiQITkAffv2LXB1db2lwKL//e9/uqFDh+YAdO3atSg/P1+Rk5MjB3jkkUfyNRqNWKtWLYterzefOXNGsWXLFl1CQoI2JiYmwmg0mnbt2uV64sQJFVy9H3l5eVnS09P/Ph+/fyB/id+nAwcObh4b0kDc/teentjM1TN43WmEu3Tcv/oc1xMfdte0mqmeRS7G18iRBrb38uBVsW8f7kOGUN6oIUkvDUMTEIpNqeBM3glyS3PYf+YPfj76LQobZGqshOVC0zOwIBYUVnjtXBTjlhxkjbUPbzOZel2eITX0e7RmKFUCTjpkA37hmdIcWrn4Ilqc+M8Id478oaLDyEK25rqgPGrjVIgaYasI4wQ4KLUtrvWXdG/yFVuLXuf9OU2xWWHWZ2ZkChV+fuB0xXD26tgFT2ZRBi9ueJrc0hxGNR/Hf+M/QS6T83Gnj/HX+VNLVwuLzYKX1gtPtStCSZokVvYMlKw2+ljI3y/F7oCUerosA+qNAo9GoPaRavbYyqWU1Brfi4JHkHFaG0gnmYJUpB9Nu8N+U+BZJNe2hlV/79U+s2RJdXK5vwxnZ2dbZWXlJR/Fywe7giAgiiIPPPBA4aZNm05yHby9va0JCQlJGzZscJ0/f77PmjVr9AsXLjx9vX1uF7VaXf1Va3drEkWRMWPGZL7yyisXam67efNm3fbt23Xx8fHJOp3OFhsbG15WViYDcHJystnjXkwmU0VmZqZTXl6ezMPD4xJhFhMTU37kyBGt1WpFLpczY8aMrBkzZmTZ3agANBqN2Lt378LevXsX+vr6mtevX+/+xBNPFMlkMtq1a1farl270k6dOhUOGzYs9I033si+mevs27dv7rx583y8vLys0dHRpR4eHrYbPY87ISr1er0lNze3euojOztb7u7uXi2Q7TE9l++n1Wqrzy2KIuvWrTsWExNTUXMbURQRBEG8fN31sD9vhUIhWiyW6k4qk93+NNbVzmlvl0qlqn5TLpdjsVgEURSFXr165cybNy/j8v1q9iM7FRUVspr3w8GNuV72tkbXW/7KRjpwcL9g5WIaYrtl4QKSe9QpJMvCUaRMXnYLQyaQhzTQsiENzu2L7Q4t1hqLPVXynV4qaywVVffgTi9lNZaS6yzlSIPTmhnRdFzMiKbk3h28AsjOnUP/5JOIrq4cnzkZwdcPNBoyCzLIyD/DiZwUlvwpeSYrrOBXAqN/kwSPIML4LCOvLU7kD2tzBrOUoBbTONb4U7RmQRI8cjX0/4nHBRl+rgH8T+nG6xv17KmnJXRjBVsHuGBdI8PXW8CtP4jtqwSPIBLoe4GZfV7kTFl9pn31KieOKZk+pwB9oAuenuDsfHPXaBc8ZwrSeParvuSX5fF887Es/XMeSrmSeZ3mEeQahL/OH4vVgo+zD15aPUJ5JlgrYe8YKE0Hjb9UXLT4mHRgtZ8kePy7Qq1HqwROleAR5KDxq7L4SL3khDaQh2UKjiL1Cfvoqg2S4Ank3hc8fxfe3t5Wq9UqlJaWVt+aw4cPOycnJztZrVbWrVunb926dVHbtm1L4uPjXRISElQguTQdOnRIBeDs7Gy1x5NkZmYqqrKY5U+dOjXj8OHDWr1eb/Pz86tcvny5O0BZWZlgz/ZWu3btyDt5PZ06dSpcvny5l709J0+eVGZkZCjy8/Plbm5uVp1OZ9u/f7/64MGDV+3lOp3O1rdv3wvDhw8PLi8vFwBOnTqlnD9/vj4qKqoiOjq6ZPTo0QH2OI7S0lLBPnDetWuXNi0tTQlSJrfDhw9rQkJCKtPS0pS7du2qdnGKj4/XBgQEVHp6elpdXV2tW7ZscQFYvHixZ4sWLYovb1Pnzp2LEhMTtYsWLfLq1atXLsD1nsflTJ8+3Xv69OneV3vverRr167oq6++0tvvwyeffOLVsmXLols8RuGsWbN8bTZp3G93+Xv44YcLFyxY4G2Pd8nOzpY3aNCgPCMjw8l+TcuWLfNs3br1dc/XvHnzoiVLlniCFP9UWFh4hX3azc3NWlxcfFW7dfPmzYuWLl3qCZIw9vDwsFzNtdFOx44dCzdv3uyRkZGhsLc7NTX1mlNEJ0+eVDVs2LD8etfg4FKuZ+mZVfVXDTSh6icNqcbaHqRYTQcOHHBRgFxNPNgH+hYutdLYkXPRwnCvWxcc3AOYzXh064b83DnOrlxOTi0PnD39yCvLIT3/BDklWXy8czoKK1gFcLYqGJ7RgFFP7AVEWvjGUeHcgH6fBLFe3w34iTNJbyPItZRSCjIFxG2CwFi+Ab6xn3eo9CcNFUK6yOAk2P+MwJld0npBALVG5J2ur+Ljdp6pB9ew9Sc3XnzpAg0fdEfrDO7uN3mJVYInLe8YL2zoT6WlgtHNxzBvz1zUCjVzOs0h2DUYXxdfKqwV+On8cFe7Q/kFqCyCox/D+R1SXR3PVnDmS+nASj2UnwOPxlC7v5SKWlCArRIQqgSPHKwVgEiqczAdZUoyuPj5BngE6IcUu2MEfHB8bq9FmzZtCn788UeXJ598sgigQYMGxS+99FJgcnKyplmzZkX9+/fPl8vlLFy4MK1v3751KisrBYBJkyZlREdHVwwcOPBCp06dwnx8fMyzZ89OHzp0aKjNZhMAJk+efAbgiy++ODl8+PCQKVOm+CuVSvHLL788XmWxuOZjiYmJMdmtTl26dMm1x4xcj+7duxcmJiaqmzZtagTJ6rBixYqTPXr0KPj000+9DQaDqW7duuUxMTEl1zrG7NmzM8aMGRNgMBgiVSqVqNForJMmTTpbdR1pzz//fFBISEh9d3d3i1qttr355ptnQHIVfOaZZ0LslrMGDRqUTJgw4dyZM2eUL7/8cmB2drZSpVKJer3evGjRotMAS5cuPTlq1KiQF198URYcHFyxatWqtMvbo1AoaN++fcG6des8165dmwZSAoVrPY/L909OTta0atXqCjF1OR9++GGthQsXVscFZWdnH4qPj9dGR0dHyGQyQkJCKpYuXXpLmcjee++9syNGjAg2Go0mURSFwMDAim3bth0bO3bs+dTUVJXRaIxUKBTiwIEDz7/++uvnFyxYkNarV6+6VquVmJiY0pdffvn8jY7fo0ePOiaTKaJFixbFtWrVqrx8m9jY2DKFQiGGh4eb4uLiLjRu3Li6H82YMeNsXFxcqMFgMGk0Gtvnn39+XUtm48aNyydOnJjRvn17g81mQ6lUinPnzj1tMBiuOG96erpCpVKJISEhjkwGt4BwI5OfIAirgWmiKB6ueh2FlNFt0N1v3u3RpEkTMT4+/u9uhoP7hGtZQ+xixszFNMQ1qZmO2C5sHAMjBzeDDamGTyFS5rdCJKtgIVCxdi2lyclkde1KRu1A8jUaigSBC1YzxUWZFP23nRR4X1EATjoY9CssfwTKcqDNm9BuMk4VFVjz5NhO7EfY+iCIIjZb1YRhry8xBLfmIZsNT4WKw1uUfDNVR1hEObmHZRQdVzDnvwLbtgislcJqEASQK0TaGX/ixwmPsqtoNA8++yHtOxQx+WMBQaXD3//m4njMVjOZhemknD/CmK8HIgAvxL7Ah7/PwtnJmTkd5xDqHoq31psKSwX+On9c1a5gKYXik5D5E+wfCwgQMhhOLQVEkGkAq2TpiZ4OutqSBUg0g2iRXN5kTpIAEi0kaYPpJHcim0vdILsAfZCSF9Tl3hE8giDsFUWxSc11Bw8eTIuJiblwrX3+Cnbv3q15//33/b7++uuTmzdv1s2aNct327Ztx+72eVetWuV2/Phx1cSJE8/deGsHt0u7du3qff/998drugM6uPu88847Pq6urraxY8f+rZ/ve5GDBw96xcTEhF7tvZuJ6THaBQ+AKIoJgiA0uENtu6MIgtAF6FKvXr2/uykO/iFcTcxcLmiuZouWcVHQOCGZQx04qEkFF4VKPheFSwGXipj8y17b/17TB6J3bwSbDZ0oohWtuCIiqyjEqyiLgtVPoCzJwyJKlou3jjbnvx+2Jc25iNjSAL6OW4Q2/0M68R1/arxxH9qKEq2VSlnV2R5fSEu/RowuvYCbxoMdG0S+HeRCnegKivfIKExX8J8lNtJPK6oFj4SI1qmIJc8MJ0+sR/c3plOnXiVvv1+KReZHoO+tCZ7DWYd4aeMg1Ao1zzd5lvd/fx9XlSuzH51NbY/aeGo8qbRWEugaiIvKBWwWKM2A/CQ48Kp0sKC+cPoLqqO1ZEoQlGB6TUpcIFODaAVbBWgDawgeMwe1wTwmdyKPSwVPD6AnUjrqEO4dwXMv06pVq7I///yz8HaLk94uTz31lKN2xV/AXyFgHVyJu7u79dlnn835u9vxT+NmLD2rkNzg7b8eTwMuoig+dfebd3s4LD0OruZuZk8IYF/syQJq7iNwqbuZXdw4+PdhQ8rWVlOMXEuoXP66AClu6HqokdIeu9b4636d157x8dTu2xeN0Yhl1iwy3WWUyW2k5RynsPgcn/wymWPFJ9FWQr4aPtsIW8JgXSQYitQkzypHBOKcv2CN+Ai+Q+tyQV+M1R7v+9A0oqP7M74sH09nTw79puTN7p7o/a3I5CJZJxS8M78Cd3cNL/QBscaHR6W2MWfAi4xoM58+i7exZW9rVm84jUtQIAGBCjSaG99vu+D58+xeXvtmKK4qHaMaj2TG7hm4q9358NEPqaevh7vanUprJUFuQWiVWqmIaOkZKDgKv/WCylzwag0FCWCuSnak8obKPKg/BbxaSqmqRauUqEAbILnB2cxgqyDeOZTH5U4UIsWG2enDRcETwL0neO5VS48DBw4c/JX8fy09g4FRwOiq1zuAT+5M0xw4uHVELhUyNi6NnTFXra+ZlcueLcwuZhRIFpp7adByI84gJTqwI96h/7mJbe7G/3/leS8/Vzk3Fi6F1zkGSH2ppkBxQxoIu3Nt4WJfdNyadVCeloZXx46Irq6cnzyZCk9XSmx5ZBdkUlh8jtW/fkBS2UlCCyHNHToeg5MekuDxqJRz6MNyEGCi62TWlD5JrUFGsvXF2OyCp9kY6jYYwrjiLPTO3pw4ImdKnB6tmw2Z0kZmqhPjPyjAy8ud53tfKni0LiJNgnYzos18Nhx5hq+2t+GTz87g6u+J3vvWBM/u9N95c/MIvLRejGg4nHd3v4unxpMPHv2AcM9wXJxcMFvNhLiHoFZU3cHKPCk19f4XJMGjDYXyzIuCRx0A5RlgGANezasEj00SPGq/SwTP784hdJU7UcKlgucpoDeSS5sf957gceDAgQMHN+aGokcUxXJBEBYA34mimPIXtMnBv5jLrTM1UwvbkwHUTJRvFzQ13c2U3B/uZhZgL/AL8DPg+PDdeTRcFCKuSANaA1cXKpe/duavsQIKpaXou3ZFqKjgwsKF2AICuCAv5UJRNufzTvPLriXsLj5M+AVI8ZQKjj56DMZ2AqUVDnxsxUkUWOwxkHfzX8OvbzMy/c9Uj9qF+k/j3/oNxhecxtfFl3Ppcib19MRmBRe9jTNHnBj93nmCg714vjdYqsJmBQE0zmCtqODLV4eQWxHIgJnvM/rlHGKaK3Dy0HEzdaItNgsZhelsT9vOO9+OIsA1gMExg5m+azrezt580OEDjF5GNAoNVpuVEPcQVIqqRFKWMig5DYnToCAJFC6gDoTcquwKdsET2BMCHgelq2QZspZKaaqVVa5xtgp2aIN5Uq6igksFz9NIoicISew4BI8DBw4c/DO5oegRBKEr8D7SxHjtqnieyaIodr3LbXNwn1LB1WNnLFx0N7OLGbjUzUzF/e1ulgf8iiRyfkWyPiiAZkjuNQ259PqFu/w/N7HNP/FcaiQRc5PlYv4+RBH3/v1RJCSQu3gx1ogIyty0pGceIev8SQ7+sY6vC3ZRLwdSvKRd+h6GcR0BETauhMAigR/07Xkh52O8nuhOlmFf9eGFeo+h7zib8flpBLr4Upgr460+evLPyfALM3Mm0Ylhb2URVs+TF3rLqgWPXAFKJygthq+nTMDH6RgdZ2yhdQcZTw/Mw+xcG29vSRhdD4vNwqmCdLYd/4mpW16kjntt+kf3Z+rOqfg5+zHrkVmYvE04KZxAhGD3YJzkVU/NZoHiNEhbAWe/AWTg1Q6yNknvO3lLgsezBdQdDkr3KsFTAirPKgFkBVsZP2tD6KlQU8mlgmcAUpY2f8Abh+Bx4MCBg38yN+PeNgmIRRqDIYriAUEQQu9imxzcx1Qg1Z+BKy00/8Z0zSKSBcduzYlHEn6eQAfgYaR6IK5/VwMd/K24TJmCZv16CidMoKJtW0QfH1LPHyIzO5WMP39ice73hBTAMU/wLgaVFf7bAEQB3tgOj54UOKSPYnDOMpweep0LDasEAQJCYHOcuy3j1bw06rr4UFkmY/LTHqQnKwmIqCQ9QcWACZnUj3ZhdB+nasGjUEpiprwUBvfYTZc6H/PFbwM5WfkQ/51ygnKFPwG1FNyopp/FZuFEQTrbUjcz/cdxGL2M9I3sy5QdU/DX+TPrkVlEekcil0kZEILcglDKq4qPiyKUnoXsrZD8gbSuVhfIrEqwrXCR3Nuc64LpdUnkCAJYikHpAU4ekuCxlPCdcwh9FGosXBqHNRAYhCR27Mu/7fvJgQMHDu4nbmbS3CKKoiMLioP/N1YgA2l23QXJPUiDZL1R8O8ZUJQBW4HXgeZAe2A6UvHRF4FNwAFgNvA4DsHzb0W1YQO6t9+m9IknKB4yBPz8yC6/QMrJ/1ESv4s559bhVwSn3OHh43DeBbJdwCZAuxPw9naBM24BDMj5grwmqylsM7f62DJvE059v+aV/DQiXbwRbXJmjHAncbeaWgZJ8MSNPUd0Yxnj+uquEDw2KxgjSpnVawQ5RV5M3DCT2fMzEJWu+AbpUCqvf21mm4VjBWf45chXTP1hDPV96tPXJAmeQNdAPnz0Q6J9o5HL5MgFOcFuwRcFD0BlPlzYU5WpzQZebSDrO6RpBIUkipSuEPV2Ve0dQbLwKHWg0oNoRbSUsNE5hF4KTXXBYDtDkMoS2a07DsFz+xQXFwtNmzYNv93sbZMnT/axFxu9UwQEBNTPzMy8ZNJ3xYoVbq+//rrfnTzP1aioqBCeffbZgJCQkKiwsLDI+vXrR6xdu9YVoKCgQNavX7/goKCgqIiICFNkZGTErFmzvEAqSDpo0KCgsLCwSIPBYIqKiopITk52Apg9e7anwWAwGQwGU1hYWOQXX3zhfr029OjRI3Tp0qUed/M6586d6zlgwIDgO3lMrVbb8Grrx4wZ4//111/rAGJjY8NDQ0OjwsPDTY0aNTIePHjwqkVV/0rGjRvn/9Zbb/nCpW29vG8/+OCD9S5cuHATeS5vn1WrVrmNHTvW/26e417mZiw9CYIgxAFyQRDCkMZlv93dZjm4H7mAJHzuh3ibW+UskjXnF2An0gBLg2TFeRF4CKj1t7XOwb2GIiEBjwEDMEdGkj91Kvj6UiqzsSfxe+T74pmZsRxnINMVBu+Dr0wgt0nFSP2KYPU6KNK5MjJvIYnGo9g6v1R1ZAGZaxDC01t4oeAMjbReyAUFH4935fdvtNQyVJJxREXvZ3MxNS9lQlzIFYIHwMPLxup33sLDnETPJet4Y4YNT28zOv/AGyYuKLdZOFlwhq2HV/DutjeJDYili6ELk3dMJsQthA8f/ZAI7wisNitqhRp/nX+1tQcAaznkHZBq8VhLwbke5B+Q6u0AOLlJFp2od8EtHASZtJ1MK2VxQ0S0lPClNpj+Cg0iknutneFIoscVSex44RA8/x8++ugjr65du+YpFDcz3LiShQsX+g4fPjxXp9NdM4v7naBfv372BI13DYvFwtixY/2zsrKUycnJiRqNRkxPT1f88MMPuqo2hIaGhlakpaUlyOVyzp49q5g3b54XwGeffaa37yeXyzl+/LjS1dXVdvz4ceWsWbNqHThw4Iinp6e1oKBAdrmgu5vXc7vP9U4ye/bsszVfL1u27ESbNm1KZ86c6TV27NigrVu3XpJW++9sd822Xt63t2/fflfTf5vNZvr06VMwefLkgMmTJ2fd7c/UvcjNzJ68AEQieSatQkpqNOYutum2EQShiyAInxYUOAxT9xqFQC6SdeffgBUpCcEMpOrtTYEJQDJSUPQKIAFYghQz4BA8DuwIubnou3ZFVKvJ/eQT8PXF4qxhf9LPCH/sZvaJz6mQQ44W4g6BRQaFKhBEaVn3JTjLtLxVMIXvg9wQe/cFQURAhqDRIw78hRGlF3hQq0chU7LyfWe+XeSCT20zmalOPDm0gKg2Obz9dAgWszTctwseEXD3FFn80TZMFR+z7n89CO3wMA0b5KLR++Hmcf2BRLHNwqmCM/x0YCnTt02kVVArHg97nHe2v0OoeyhzO84l0icSq82KVqklwDXgUsFjs0L+ETjwGpRlgMJNqrNjKZTeV/tLGdyML0mZ2gS5lKVN5gQaqRi8aClmhTaYfkotVi4VPCOBEUiJKhyC586wdu1az969e+cDbN68WdekSZPwDh061K1bt25kXFxcsNUqpaZZv369a4MGDYwmkymiU6dOdQoKCmRTp071OXfunPLBBx80NGvWzGCxWOjRo0eo3drxzjvv+AAkJCSoWrZsaQgPDzeZTKaIxMTEW57dr2mZ6NGjR+igQYOCGjZsaAwMDKxf0yry5ptv+kZFRUUYDAZTzRnzhx9+uG5kZGREvXr1ImfOnOllX6/VahuOGTPGPzo62vjTTz+5rFy50vuzzz47rdFoRICgoCDLsGHD8hITE1UHDhxwnjNnToa8qqiVv7+/Zdq0aVkAmZmZSl9fX7P9vbp165q9vb2tmZmZSmdnZ5ubm5sVwM3NzWY0GisBfvvtN01MTIzRYDCYOnToUPf8+fOXWBHWrl3r+thjj9Wxv968ebPuoYceqnet5wGSlezll1+u1bhx4/AlS5bclLVo5cqVbtHR0caIiAhTy5YtDenp6QqQLFs9e/YMtVupPv/8c3eAhQsX6u1Wq1GjRgXUPNbw4cMDTSZTRIsWLQxnz55V2J/X1SxX7du3Lz516pTq8ufwyy+/uMyfP19fv379CKPRaIqLiwuxWyLXrVvnajKZIsLDw00tWrQwAGRnZ8sffvjhugaDwRQTE2Pcs2ePBiQLTq9evUJjY2PDAwMD60+dOtXHfu7x48f7hYaGRrVs2dJw9OjR6v5ob+vlfdt+b+2C9e233/YNCwuLDAsLi5w8ebIPQEpKilOdOnUi+/btG1KvXr3IVq1ahRUXFwsAiYmJqtatW4dFRkZGNG7cOHz//v1q+/mGDRsW2KxZM8Ozzz4bKJPJaNmyZdGaNWtuIs3M/ccNRY8oiqWiKL4himJTpHjqGaIo3qgExd+CKIqbRFEc4XYzKYMc/GVUAllILm33M4XAN0i53RsAXYF5SOmJ3wC2Ab8DU4G2/DstXg5ugMWCR8+eyM+cIe+TT7DVro3Nw52jybsp3baJJcmfk6ETKXaCx1NgyF5YHgMyESxyeP8naJyjYknxED72bo9s4COIMgsCMlBqEQdupV9lGR1VrijlTmxZrmb5VDf0gRbOnVTSuX8RDdpn887TdS8RPAA2G3h62Zg77wSNSl+jqFTL11n/oW/ceeQaNzz8dNe9tAKbhXMFZ/g2/hNm7JjMQ7Uf4pG6j/DOjneo41GHjzp9hMnHRIWlAhcnF2rpaiETLvuJKk2HI/+B3D0gKEAbAmXp0nuaICg/CyH9IfAJSfDYykEml1zcEBAtxXyuDWKQUludKdLO88AzSBMzXtx/gmfIEIJiYwm/k8uQIQRd75zl5eVCenq6Kjw8vNK+7vDhw85z5sxJT0lJSUxLS1MtW7bMIzMzUzF9+vRaO3bsSE1KSjrSqFGj0ilTpvhOnDjxnI+Pj3n79u2pe/bsSf3999+1mZmZyqNHjyampqYmPffcczkAcXFxtUeOHHkuJSUlKT4+Pjk4ONh87VbdHNnZ2cr4+PjkjRs3Hp00aVIASELg2LFj6kOHDh05cuRI0oEDB7Tff/+9C8CKFSvSEhMTjxw4cCBp4cKFvllZWXKAsrIyWVRUVNmhQ4eS9Xq9tVatWpV6vf6KGfYDBw6oIyIiSuXXqOLbv3//3J9//tndaDSahg8fHrh7924NQPPmzUu9vLzMQUFB9Xv27Bm6cuXK6gHQoEGDak+fPv1MampqUmRkZNn48eMvcWvq1q1b4f79+50LCwtlAKtWrfLo2bNn7rWeh30/tVpt27t3b8qIESPybuZedujQofjAgQPJR44cSerZs2fu5MmT/QAmTJhQy9XV1ZqampqUmpqa1Llz56K0tDTl22+/HfDrr7+mJiUlJe7fv995+fLl7vZ72ahRo9KkpKQjrVq1KpowYcJ13bTWr1/vZjQayy5/Dt7e3pZ169bp4+Pjk5OTk5NkMpm4YMECz7Nnzyqef/750PXr1x9PSUlJ+vrrr48DvPrqq/4xMTGlqampSVOmTMkYOHBgbfs5jh07pt6+fXvqn3/+eWTmzJn+FRUVws6dO7UbNmzQHz58OGnz5s3HDh48eMV87+V9u+Z7O3fu1K5cudJz7969R+Lj448sW7bM2/68T58+rX7xxRfPHTt2LNHNzc26bNkyD4Bhw4aFzJ8//3RiYuKR999//8yoUaOqXQuPHz+u3r17d+qiRYvOADRp0qRk586d9/uQ7KrcTPa2lUgTYPbJazdBED4QRfH9u904B/98bEiuXQqkZAX3EyJwHCkBwc/An0gZ6NyR3NUeBh6seu3Awc3gOm4c6m3byH/vPSqbNEH08iL9eDz5P65j3d4l7K0n1dVpmwYLvgHDWAEQEYEeSfDsfgU/V7TnRd0ryIc2xqooRUCGKFPC01t4Qqakp9wJlULN71uc+HiMB64+FnLPKOjQq5jYxy4weUA9rBZJbNg9QEQRvP1szP4ojfCyjwhU/smE7z/j2TecEChDH+h9zcQFNiDfZqEkP521e2bz0f/m0qleJ5r5N2PyjsmE6cP4uNPH1NPXo8xchrvaHR9nH4TLU7+V58Cxz+D0aum1exPI+0P638lXEj/ebSFspCSIbFXjbE0tQI5oKWKBNpDnlNL4w54hUkSaqBiKlO7ek/tP8PxdZGVlKXQ63SXBPPXr1y8xmUyVAL17987duXOni1qtth0/flwdGxtrBDCbzULjxo2LLz+e0WisSE9PVw0cODCoS5cuBd26dSvMy8uTZWdnOw0YMCAfQKvVily/xNZN0bVr13y5XE7jxo3Lc3JylABbtmxx3bFjh6vJZDIBlJaWypKTk9WdOnUqnjFjhu+3337rXnXdysTERLWfn1+JXC5n0KBBNyUOajJ+/Hi/jRs36nNzcxXnzp07VLduXfOxY8cSNm3apPvll19cH3vssfBly5Ydf+KJJ4p27NhxdPv27doff/zRdcKECUHx8fHOb7zxRnZRUZG8c+fOxQDDhw/P6dWrV52a51AqlbRt27Zw9erVboMHD87bunWr28cff3xmy5Ytuus9jwEDBtzS9Zw8edLpySefDDx//ryysrJSFhQUVAGwY8cO19WrV5+wb+ft7W394YcfdM2bNy/y9/e3APTp0yd3+/btLv3798+XyWQMGzYsF2DIkCE53bt3r3e18w0YMKCOWq22BQYGVixYsOA0QM3nsGXLFl1CQoI2JiYmAqC8vFzm4+Nj+fXXX51jY2OL7JYyX19fK8D//vc/3VdffXUMoGvXrkUjRoxQ5OTkyAEeeeSRfI1GI2o0GoterzefOXNGsW3bNpfHHnss3+4+9sgjj+Tfyv369ddfXR577LF8V1dXG0Dnzp3ztm3bpuvVq1d+QEBARcuWLcsAGjZsWJqWlqYqKCiQ7d+/36VXr1517ceorKys/grr3r37Je6lfn5+lqysrHs+eend4GacGk2iKBYKgtAP+A4YjyR+HKLHwQ3JQbL03C9TChXAHiSR8wuQVrU+Amlm4GGgEfefwHNw99EsXozLRx9RPGgQpT16gI8P2acSKPjuK37aNp/NjUUUVmiYBau+hBajFJQqLGgrIaAIPv1WToI5ih7Oi5APbYNVfUESPAB919POxY+BNitqpYak/ymYMViPWmej8JyCB7uW8GC3XCb1D6kWPPKq7CKiDXz8bcz+OI3g/EU0UMxhxR+DaPNsZ5Tk4xEYgFJ19Z8SM1Bks2DNT2fJ7vf4dN+nPBn+JDG+MUzZOQWjl5F5j82jjkcdSswleGo88dJ6XSl4LGWQvg6OzJBeuze6KHgUbmA+Dzoj1H8b5CoQq5LiawIBBTZLER9pAxmjvPhNZC9Y/BJSDI/A/S14liwh/a8+p7Ozs62ysvISOXz5sxUEAVEUeeCBBwo3bdp08nrH8/b2tiYkJCRt2LDBdf78+T5r1qzRL1y48PRdaDpqtbpaOImiWP13zJgxma+88sqFmttu3rxZt337dl18fHyyTqezxcbGhpeVlckAnJycbPYBp8lkqsjMzHTKy8uTeXh4XGLtiYmJKT9y5IjWarUil8uZMWNG1owZM7JqBu9rNBqxd+/ehb179y709fU1r1+/3v2JJ54okslktGvXrrRdu3alnTp1Khw2bFjoG2+8kX0z19m3b9/cefPm+Xh5eVmjo6NLPTw8bDd6HrcaC/L8888Hjx49Oqtfv34Fmzdv1k2ePNnffj8v7w/2e30zXPE9UYU9pqfmuprPQRRFoVevXjnz5s3LqLnNihUr3K52zKu1SRCkys4qlar6TblcjsViEa7XtpvhevfAycmp5vnEsrIymdVqRafTWZKTk5Outo+Li8slz6usrExQq9X/ungeuLmYHqUgCErgSWCjKIpm7sAsioP7nxIk0fNPj+M5B6wGhgH1uRiTUwcp65pdBL2GFLtzNwWPGUl4lV9jKbuNpfQ6S8k1luLrLEU3eP9W9im6wXu3e57L9y2run+VSCbtv/oLTvnbb7g/+ywVLVpQ+Oqr4OlJ3tnj5H+7lv0bPmRhYxGlBQw58PVKeGKImjQXC04WKXnBmnUCBZX+tHf5BnO/J7G6H68SPDbotoymPvUZZTWjVblwKlnO2308QYCSPDktHi3lkT4FTBoQeIngEaoEj2+AjdkfncT7/DKaK97jq31P4frkNLw8inH3dUPtenW3tjKgzGZBnp/Ohzve4dN9n9LH1Idon2im7pxKhFcECx9fKAmeyhK8td54O3tfOViwWSH7VzgwQRIzzrUh/2DVm05STI+TFzScKWVnE63SOo0/CEps1mJmagMuETwyJGHzKtLn+n4XPH8X3t7eVqvVKpSWllbf1sOHDzsnJyc7Wa1W1q1bp2/dunVR27ZtS+Lj410SEhJUAEVFRbJDhw6pAJydna32eJLMzExFVRaz/KlTp2YcPnxYq9frbX5+fpU1XKAEe0as2rVrR97J6+nUqVPh8uXLveztOXnypDIjI0ORn58vd3Nzs+p0Otv+/fvVV3NnAkks9O3b98Lw4cODy8vLBYBTp04p58+fr4+KiqqIjo4uGT16dIA9vqS0tFSwD4B37dqlTUtLU4KUye3w4cOakJCQyrS0NOWuXbu09nPEx8drAwICKj09Pa2urq7WLVu2uAAsXrzYs0WLFldYzzp37lyUmJioXbRokVevXr1yAa73PC5n+vTp3tOnT/e+3n0rKiqS210OP//8c0/7+rZt2xZ+8MEH1XEw58+fl7dp06Zkz549uszMTIXFYuHLL7/Ut23bthjAZrNhj935/PPPPWNjY4uud95r0bFjx8LNmzd7ZGRkKECK2UlNTXVq165dyZ49e3T2rHjZ2dlygObNmxctXbrUEySB6+HhYbmai6Kdhx56qPjbb791Ly4uFvLy8mQ//fST+9W2q9m3L9//u+++cy8qKpIVFhbKvvvuO4927dpd81r1er0tMDCw0h5jZbPZ+P3336+ZUiYlJUUdGRlZdq3372duxtKzEGlC+yCwQxCEEKTwBQcOrokZya1Nyz9vEGEDDnPRmmMfXtUCuiOlmH4AKfvaX0k50mDcfk+vdl+Fy/5e/t61nsW1Zj+ut8+N3rsWt7rP7RzrRscTkZ6zjYuFcu3Fci1Iwsd6jWPIuVhjyl449//Tx2VnzqDv3h2rjw95c+aAhwcludnkbFrB2f++z+vdRJws4F8E338BA/q78D8vaexSqYDPNkJAvjuN3H+msMNziP5/AoIkeB6dTUSd9owpvYCrRs+FszIm9vSkrFjAXCGjSbtSOsYV8NYgv4uCRy5dj80G/kE2Zs05gS59Le083uHbhB64df8POncrOq2Is9eVYx0RSRgrbRbk+ad5a+sbrE5czYDoAQS5BTF111SivKNY+PhCAlwDKDGX4Ovii4fmGjHReQkQ/wKY86UCo2VZVEfjKLWSG1uDGZIbm2iVEhdoA0CmxmYuZJomkLdqCB55VRsnAIOrjuQQPHePNm3aFPz4448uTz75ZBFAgwYNil966aXA5ORkTbNmzYr69++fL5fLWbhwYVrfvn3r2N1yJk2alBEdHV0xcODAC506dQrz8fExz549O33o0KGhNptNAJg8efIZgC+++OLk8OHDQ6ZMmeKvVCrFL7/88niVxeKajzQmJsZkF9hdunTJjY6OvuEgsHv37oWJiYnqpk2bGgG0Wq1txYoVJ3v06FHw6aefehsMBlPdunXLY2JiSq51jNmzZ2eMGTMmwGAwRKpUKlGj0VgnTZp0tuo60p5//vmgkJCQ+u7u7ha1Wm178803z4DkKvjMM8+E2C1nDRo0KJkwYcK5M2fOKF9++eXA7OxspUqlEvV6vXnRokWnAZYuXXpy1KhRIS+++KIsODi4YtWqVWmXt0ehUNC+ffuCdevWea5duzYNpAQK13oel++fnJysadWq1RViymKxCCqVygbwxhtvnH3qqafq+vr6VjZp0qTk9OnTKoB33303c/DgwcFhYWGRMplMfP31188OHDgw/6233sp48MEHDaIoCu3bty94+umn8wE0Go0tMTFRExkZ6afT6azr168/cfl5b4bGjRuXT5w4MaN9+/YGm82GUqkU586de7p9+/Ylc+fOTevWrVs9m82Gp6en+bfffjs6Y8aMs3FxcaEGg8Gk0Whsn3/++XUtkg888EBpt27dcqOioiIDAgIqYmNjr7g/ADX7ds24ngceeKA0Li4up1GjRhEA/fv3P9+qVauylJSUa7qkrVq16sTw4cNDZsyYUctisQjdunXLbdGixVX79I4dO3QzZszIuNp79zvCrZgSq3cSBIUoireXdP8voEmTJmJ8fPzf3Yx/LSJwBmkA+VcLg9ulGNiBJHK2Ill3BCRXtYeRhI6Jv29QZK5agpHqHDm4+9hFkZW7KJDKy/F64AEUR45w4auvsEREUGEuJ+vrpZTN/w8dnxYRRNCXwc4lML67G+uDCnCyQqUcBu2HWb/qaOX9E8nhn0PTBdWHFlpPJKT5GN4uPIufsyfFBQIvd/LkdLISm0Ug5oEynhyez9ShvlWCR0QuF6pd2gJCbbz/4QnkRzfSs9bL/JLaBWWXeag0MnTqItz8AxDUl1p5rEiCx81moSgvjQk/v8qG5A2MaDQCT60nM3bPINo3mkVdFuHr7EtJZQn+On9c1deoRlWcAb/3h/PbAIVkyTFXhROofKHyAtSfArUelRptKZHEj9IFq7mIt7QBTK8heBRI308Tgf5InykvJNHzTxc8giDsFUWxSc11Bw8eTIuJiblwrX3+Cnbv3q15//33/b7++uuTmzdv1s2aNct327ZtdzU1L0j1SI4fP66aOHHiubt9rn8z7dq1q/f9998fr+kOCDB06NCgsLCw8gkTJpz/u9rm4ErS09MVvXv3rvP777+n3njrfyYHDx70iomJCb3aezeTyMATmIQ0uS0Cu4DJSJ5LDhxcQR6Sa9T1czn9/aRx0ZrzO9IAyBUps1p7oB3SYOjvxork0uYQPH8tsqrlZszhtyKQqn0iRBHfIUNw2ruXs59+Slm9etgqK8j/+r+4zJxBxyHSZtpK+HE5TOviwfqgPIwXBJI9RQwX4O14dx6P+IJk5c+XCB5Z42fwbvESrxek46vVU1kBb8d5kJaoBBEim5XTdfDVBY/NBsF1bMyYdZzKhC30D32ZXSc7ou02F0EhQ6cqwt3fGy4TPBVV1+lns3IhL42xW0bz3bHvGB07GrVSzXu73qOhX0MWd12MXqunxFxCgGsAOtU1vikqC+HwpCrBA6h9pOxsIKWmLj8L9UaB3yNSpgVrKWh8QOmCxVzEq9oAPqwheJyq7v/bQFxVW+8XwXMv06pVq7I///yz8HaLk94uTz31lKN2xV/A1QRsmzZtwsxms/Cf//zn7NX2cfD3ceLECadZs2b95fF99wo3tPQIgvAT0iT4F1Wr+gFtRVF8+C637bZxWHr+PsqAU0iC514bSJiB/yGJnJ+RMq8B1EOy5jwMNEHK4HSvYEOyQgVy/ySD+LdjF0X85z8oxo+ncswYyoYOxQyc37wG1+lTaTYcsp3ByQJbl8GKNl58FH6BzsfkfFvXitIGP33jzXtBM9mSboNug6uPL4/oia7rYt7OO0G4szeiKDBtkDu7v9aCIBLesJJuI3J5/3k/rBbJ2U8mFxAEKXwmNMzKu++fJO9/WxlhHMnesw/B44uwokKnLsTDzxM0XhcrlSJNcsiQBM+Z3OM8991z/HzyZ15t+SoA7//2Po39G7Ok6xJcVa6UW8oJcgtCq9RyVayVkPwhHJwgvdYEXUxNrfKFimyo1RnqT5LObC0BlR6c9FgsxTyv8WdhDcGjQhI804DeSK6i9rTU9wv3qqXHgQMHDv5K/l+WHkAviuKUGq+nCoLw5J1omIP7CwtSHI+Ge0fw5CC5q/0MbEcKYHcCWgADkSw6oX9X426AiCR4auEQPPcTMkD2/ffw2mvw6KM49euHU0UF57ZswH/KNFoPgUwXkNtg0yr4samej8Iv0PWYnP3eVhBgyj49Cxu8wZbdXtDv8epjy0MfwumJJYzJPUGgsxdlgsBn43Xs/lqLIIjUiaqky9C8KwUPYLVC3XArU949QfqvvzG20SgOnW+NoutCKmwq3LTFuPu4IdYQPCLSZ8oV8LJZOZl7jBGbRrDj9A7ebP0mpZZSZv0+i2YBzVjcdTHOTs5UWCoIdgtGo7yG86tog4xNkpUHQOV3UfAoXKHiHLg3hMjXpFo8lmIp1kfpgdlSzGBNACuUF+PI1UiC5z2gJ9LEzP0meBw4cODAwY25GdGzTRCEvsDaqtc9gW/vXpNuH0EQugBd6tW7aup2B3cREciu+vt3WkpEIJGL1pz9Vet8gMeRrDmt+WdklCtGGpg5Su3eZ6SkwFNPQb16MHEiVFZS8MMm3Ke+x2NPw2EfqdjourWQaPTk7egc2p1WEJZt4Zt60DRHQ1bwi6z7vgn0bweCVHFGUasxst5fMSnvBC21emSCjM9nOfPdAh2CTCTIYKbziDw+HO1bQ/BITbLaoK7JysTJx0n5YS9vtBjG0fxmCI9/RrlZg5tzKe6ezoga32rBY0Gy8PgCOpuV1AspDN00lD1n9jCt3TTOl51n9h+zaRnYksVdF6NSqDBbzQS7B6NWXKM0ryhC7n7481kpQYHCFSqyqt5USsVGtYEQ8y7INZJLm1IHKk8qraX01gSwsYbg0VS18z9ISUhKcQgeBw4cOPi3cjOi5xlgHBfd22RAiSAI4wBRFMVrRKD+9YiiuAnY1KRJk+F/d1v+beRzccb3r6YM2MnF+Bz7EKkBUsd9GIji5vKz3yuUIImdeyGmyMEdpKAAunaVhMPMmWCxUPrjt+jencngJ+GXOoAI/90AuYF6XmqaQ+NzCt7dYqHFMFBZBR5WjWTe5s6Y4x4EuRkBGTKPutj6fcfrBad5SOOBXCZn4xdqPpvsiiCIBNU28/SAPGaM8cVqFQAbMpmAgIDVCkaTlXcmHiN+QwJTOwzkdFkDSjsupbDSGVfnMpw8lRRq/RAE6VMkIn2eggGVzUrS+SQGbxzM/qz9vN/hfU4Xnmbunrk8EPwAi7ssRiFXYBNthLiH4CS/TmRa6Vn4YzBUnJesONYaSbAUahBkEP0eqL3BVgYyNai8KbeV8bg2kF8UF61HzkgurbOBLkifKYfgceDAgYN/LzcUPaIo3uvx6A7+ZsqRsp39lS5Y6UgC5xdgN1IQtTPwIJLIaYdk3fknUobkkuPDveMm6OAOYLNB375w/DjMmwdOTlRu/BrN7DlMagvLGkibffwdqHUeDGyeS1iBnPVfWIh9BkQZdBMf4fPv+lHY61FwKkWGAsHZB+vArYwtOcdjalfkMgU7f3Ri2gseCIB/kIXeT+cz402fSwWPIAmeqEgL77x6gl+/TOU/XfpxvjIS53bLEEt1hLiV466XIWoDsMrklyRs0AAym5WEcwn039CfIxeOMKfjHJIvJDPvz3k8GPIgn3X9DAEBRAh2C0Ypv44duLJIsvAUHJZeCwrJsgNSHR5LIcS8B67hYC0HmRI0vpTZKmirDeR/8ovWI2ckC88cJAtvMeCNYxLBgQMHDv7N3NTktyAIHoIgxAqC0Ma+3O2GOfhnYEWK41Fxdy0pFqQkBNOBh4DmwBvACaTUs6uQaussAvrwzxU85Uipjf35Z1mmHNwEEybAli3w0ksQHIx1w3qcZs/hs4Ywpa20ydSfoY7owfDWefiUy/l5iZVXHpVifIIFXw5ueZvMDr1Am4NcUIBKh3XwNoaYi+mt1KKUO3HoTwWvPq3HZgNvfwu9++fx4VTvasEjyKQKS1YrRNe38OZLaXy35iQzuvSmkHrI23xBcbkbHm4V6D1E5M6BKGQKVEhCxxnJoiuzWTmYdZCnvnqKlJwU5j02j6TzScz7cx4P1X6IJV2XACAX5AS730DwWCsgcSqc/UZ6LXe+KHhUPlJqasOL4P0AiJWSpUzjR4m1gqY1BI+ANPliAT7GIXjuBYqLi4WmTZuG3272tsmTJ/vYi43eKQICAupnZmZeMum7YsUKt9dff93vTp7nalRUVAjPPvtsQEhISFRYWFhk/fr1I9auXesKUFBQIOvXr19wUFBQVEREhCkyMjJi1qxZXiAVJB00aFBQWFhYpMFgMEVFRUXYi2jOnj3b02AwmAwGgyksLCzyiy++cL9eG3r06BFqL/Lp4MZotdqGAGlpacqOHTvWAfjtt980a9asqfY+/yv6z7hx4/zfeustX4ARI0YEfvPNNw6jxC1yMymrhwGjkRJIHUAab/6ONPZ08C/nHJLwuYaH/v+LPOBXJGvONiQXOgUQC7yFZNGpexfO+3dRiTSLHoQkfBzcR6xYAe+/D088AW3aYFu5EvkXX/BtPXimq7TJuN3QpsCNXo/moRZlbF1i5bswWF1fGsx7HZrCvgbPgvtJ5IICm8wJceDPdBfkDBXkOClUpKXKeaGbJ+YKAQ9vK73j8pjznje2GoLHXng0JtrCK6PS2LA8nc/6d6dMFoLYbBXF5R7o3c14uFsQnEMki8plWG1W9mXu46mvniKjKINPH/+U39J/49N9n9KhTgcWPr4Qq82KUq4k0DUQuew6PdpmgbSVcOR96bXc+aJbm5OnlLgguC8EdUP6hIigDaDQaibaJYRTVe2zCx4zsADogORy6wPo/7/Pz8Ft89FHH3l17do1T6G4GW/6K1m4cKHv8OHDc3U6ne3GW98+/fr1KwDuappri8XC2LFj/bOyspTJycmJGo1GTE9PV/zwww+6qjaEhoaGVqSlpSXI5XLOnj2rmDdvnhfAZ599prfvJ5fLOX78uNLV1dV2/Phx5axZs2odOHDgiKenp7WgoEB2uaC7m9dzu8/1djGbzSiVf0/kcGhoqHnLli0nAOLj47Xx8fHOffr0KYC/pv/U5OWXXz43ePDgkK5duxb9Vee8H7iZ2ZPRQFPglCiK7YCGgKPYlAMKkT7hdyopgAgkA/OAbkA08DxSvvQOSAOZw8CXSIFm95PgsSC56AVyb6XMdnAH+PNPGD4coqNhyBDEzz5D9sUX/OkP3fuCKMDAfTDglDsDHiqgUinw81Ib+WoY2VVycAwtfJR9mi+h1n7kMgVWBMSnv+UhjRdjbDbUSg3nM2WMeNyT4kIZOg8rPePymT+rSvAINgTBLngEGsaYGT3sFF8uz2JhvyewOtXCHLuaogpP9B4W9O7lCM5BcJX4G4vNwp4ze+j1ZS+yirNY3HUxO0/v5NN9n9KpXicWdVmE2WpGpVDdWPCINji3C+JfkF7L1BcFj9wFKnPAqw3UHSG5u4lm0NTinM1KvRqCR4aUJt8MLET6vijEIXjuBdauXevZu3fvfIDNmzfrmjRpEt6hQ4e6devWjYyLiwu2Wq0ArF+/3rVBgwZGk8kU0alTpzoFBQWyqVOn+pw7d0754IMPGpo1a2awWCz06NEj1G7teOedd3wAEhISVC1btjSEh4ebTCZTRGJioupW2zl37lzPAQMGBINkCRk0aFBQw4YNjYGBgfVrWkXefPNN36ioqAiDwWAaO3asv339ww8/XDcyMjKiXr16kTNnzqwOHdNqtQ3HjBnjHx0dbfzpp59cVq5c6f3ZZ5+d1mg0IkBQUJBl2LBheYmJiaoDBw44z5kzJ0Mulz4z/v7+lmnTpmUBZGZmKn19fc329+rWrWv29va2ZmZmKp2dnW1ubm5WADc3N5vRaKwEyRoRExNjNBgMpg4dOtQ9f/78JR/GtWvXuj722GN17K83b96se+ihh+pd63mAZCV7+eWXazVu3Dh8yZIl17QW1bRKAISFhUWmpKQ4paSkONWpUyeyb9++IfXq1Yts1apVWHFxsQAQGxsbPmTIkKCGDRsaw8LCIrdt26a1H+upp54KadWqVVj37t1rnz17VvHoo4/WjYqKioiKior48ccfnUGylPXs2TPUbvX6/PPP3QEWLlyot1vBRo0aFVDz2bzwwgsB4eHhppiYGGN6eroCIDk52alBgwbGqKioiNGjR1c/45SUFKewsLDI8vJy4d133/XftGmTh9FoNC1atMijZv9JTU11atGihcFgMJhatGhhOHr0qNPt9qvx48f7hYaGRrVs2dJw9OjR6n5tMBgq8/PzFadPn/5rVec/nJsRPeWiKJYDCIKgEkUxGQi/u81ycK9TCWTy/xc85UgppV9HMiG2R3JhKwVeADYhZWCbjRSMfM9kzbiD2JCuN4i7YzFz8DeSnQ3duoGLi+TeNncuwtdfc8xTxsMDoFIBTxyB1w/riHs4n/MuAlv+K1KrGB4foQVBhpOo5eRpN6j3EzLkWEUr9F5LE304E81lOKucKcoXGN5ZT06WHGdXGz365fHZXE9sNgFBsCFQVYfHJtCwgZkR/U+zcukFPh/8ODKNJ2WN11BY6YOnpxW9aylog0B+ZW80W83sOrWL3ut6k1uWy+dPfs5Px39i8f7FdDF0YeHjC6mwVuDi5EKAa8D1BQ9A4XH4fQBYy6QkBXaXNkEpJSpwNYLpFVBUubupa3FSFAhzDuG8TPqtV3DRwrMY6TukECmrnEPwXGTIEIJiYwm/k8uQIQRd75zl5eVCenq6Kjw8vNK+7vDhw85z5sxJT0lJSUxLS1MtW7bMIzMzUzF9+vRaO3bsSE1KSjrSqFGj0ilTpvhOnDjxnI+Pj3n79u2pe/bsSf3999+1mZmZyqNHjyampqYmPffcczkAcXFxtUeOHHkuJSUlKT4+Pjk4ONj8/71f2dnZyvj4+OSNGzcenTRpUgBIQuDYsWPqQ4cOHTly5EjSgQMHtN9//70LwIoVK9ISExOPHDhwIGnhwoW+WVlZcoCysjJZVFRU2aFDh5L1er21Vq1alXq9/gqr1YEDB9QRERGldlFzOf3798/9+eef3Y1Go2n48OGBu3fv1gA0b9681MvLyxwUFFS/Z8+eoStXrqx2uRo0aFDt6dOnn0lNTU2KjIwsGz9+vH/NY3br1q1w//79zoWFhTKAVatWefTs2TP3Ws/Dvp9arbbt3bs3ZcSIEXm3c29Pnz6tfvHFF88dO3Ys0c3Nzbps2bLqwX9paals//79yXPnzj01YsSI2vb1hw4d0v7www/HNm3adPKZZ54JGjduXHZCQsKRDRs2HB85cmQowIQJE2q5urpaU1NTk1JTU5M6d+5clJaWpnz77bcDfv3119SkpKTE/fv3Oy9fvtzd/mxatGhRnJKSktSiRYvijz76yBvg2WefDR42bNj5hISEI35+flf0JbVaLb722mtnu3TpkpecnJw0fPjwS+7DyJEjg+Pi4nJSU1OT+vTpkzNq1Kjqz8mt9KudO3dqN2zYoD98+HDS5s2bjx08ePCSIVf9+vVLt27d6qhocQvcjEI8IwiCO/A18JMgCHlIYRwO/qXYkDqAE7fnhpXJxZTSu5AC9zVIqaRfQPKb9L/m3vcX9lo8/sA1yjQ6+KdSWSm5s50/Dx98AHPnwh9/cM5NTtuBVgpV0DoNZu92oU/HIo55wvfLRRplC7R93Z9MWQYiIKS1gKi1CMiwYUXosojwwFZMK72Am8aNinIY1U1P+jElaq2N7k/l8d95XtWCBwSoEjyNG5p5uucZViwp4JsxnVA5u1LYYC1FlbXw8rTh4VICmgBQXNkbKywV/HD8B4ZsHIJVtLK823K+OvIVyw8tp5uxG7MfnU2puRQ3tRu+zr4INYqXXpWKHPhj0MUaPDXrZMsUoNBB5ERQ+0iJC7T+HBCcaOkcQFlVig8npO8OM/BfoCWSS5tD8NwbZGVlKXQ63SXBPPXr1y8xmUyVAL17987duXOni1qtth0/flwdGxtrBDCbzULjxo2LLz+e0WisSE9PVw0cODCoS5cuBd26dSvMy8uTZWdnOw0YMCAfQKvVilzam26Lrl275svlcho3blyek5OjBNiyZYvrjh07XE0mkwmkAXpycrK6U6dOxTNmzPD99ttv3auuW5mYmKj28/MrkcvlDBo06JbFwfjx4/02btyoz83NVZw7d+5Q3bp1zceOHUvYtGmT7pdffnF97LHHwpctW3b8iSeeKNqxY8fR7du3a3/88UfXCRMmBMXHxzu/8cYb2UVFRfLOnTsXAwwfPjynV69edWqeQ6lU0rZt28LVq1e7DR48OG/r1q1uH3/88ZktW7borvc8BgwYcFtix05AQEBFy5YtywAaNmxYmpaWVm3BiIuLywXo1KlTcXFxsezChQtygI4dO+a7uLiIALt373Y9evRodarG4uJieV5enmzHjh2uq1evPmFf7+3tbf3hhx90zZs3L/L397cA9OnTJ3f79u0u/fv3z1cqlWLfvn0LABo3blzy888/uwLs27fP5fvvvz8O8Mwzz+RMmTIl8Faub//+/c72/UeNGpX7zjvvVO9/K/2qqKhI9thjj+XbXTsfeeSR/Jrn8fb2tmRkZFwnHaaDy7mZ7G3dqv59WxCEbUiZdLfc1VY5uKfJQbL03Or0gg14FSnpAEiWjT5IsTkt+HdaOYqQgqzvRwvWv55nnoE9e+CNN+DTT+HQIQpdnHgorpIMHURnwfIftAzpUMxef/hqDbQ5I2fk6/XZLT+ARnCmvMQZMfQXBGSI2JC1f4/AiJ7MKDqLl8YdqxXGxblzZK8KJ7WNJ/rm88UiT8TLBI9oE2jauJJej2eyYmkxW155FK1OQ379tRSZA/DyEnF3LgZNLXC6Mja23FLO2sS1PPftc7iqXVnadSn/PfhfViaspKepJx888gEllSV4aj3x0nrdWPBYSmHfy5DzW9UK+/YiKN3AZoaoN8CltiR41L5sk2l4RFsLCwIIAmqkBCp2wdMCRwzP9ViyhPS/+pzOzs62ysrKSzxKLu8bgiAgiiIPPPBA4aZNm05e73je3t7WhISEpA0bNrjOnz/fZ82aNfqFCxeevgtNR61WVwsnURSr/44ZMybzlVdeuVBz282bN+u2b9+ui4+PT9bpdLbY2NjwsrIyGYCTk5PNHvdiMpkqMjMznfLy8mQeHh6XWHtiYmLKjxw5orVarcjlcmbMmJE1Y8aMLHsQPYBGoxF79+5d2Lt370JfX1/z+vXr3Z944okimUxGu3btStu1a1faqVOnwmHDhoW+8cYb2TdznX379s2dN2+ej5eXlzU6OrrUw8PDdqPncTPxVQqFQrTZLm5WUVFR/eCdnJyq761cLhft9wqu3j9A6kv2daIoEh8ff8Qugmquv3x/+7O7VhtlMpn9fywWS/XOMpns/y2cr8at9KvJkyf7XO+7tLy8XNBoNHc11u1+45rubYIg6C9fkEIqduEoEP+vpRi4wO25tc1AEjyDkVzafgemIaWX/jcKnmLAA8cA7b7kww/h88+hTx9YswYOHaLMRc2T3StJ9IXaebBpg4bRbUrZWgeWbITOJ+R88Ho7PpcfwlfhS5lYgqg5B4KAiA1583F4NnmO9wvPEKB2w2aDt59z5Y+ftciVIl365LN2qf5SwYMkeGKbVPL4w1ks+7yU717ugM5NTn79NRRag6sET5FkUXG6shRuqbmUBfELGL5pOAGuAazusZqlB5ayMmElfSP7SoLHXIKX1uvmBI+1ElLmwsnPq1bIq9oqglIP5iIwvgRuDSTxo/JirdKN9lr/asHjjCR4LMAKHILnXsXb29tqtVqF0tLS6k5x+PBh5+TkZCer1cq6dev0rVu3Lmrbtm1JfHy8S0JCggqgqKhIdujQIRWAs7Oz1R5PkpmZqajKYpY/derUjMOHD2v1er3Nz8+vsobLkmDP9la7du3IO3k9nTp1Kly+fLmXvT0nT55UZmRkKPLz8+Vubm5WnU5n279/v/pyNyQ7Op3O1rdv3wvDhw8PLi8vFwBOnTqlnD9/vj4qKqoiOjq6ZPTo0QH2THelpaWCfWC8a9cubVpamhKkTG6HDx/WhISEVKalpSl37dpVbZqNj4/XBgQEVHp6elpdXV2tW7ZscQFYvHixZ4sWLa6wnnXu3LkoMTFRu2jRIq9evXrlAlzveVzO9OnTvadPn+59+frQ0NCKAwcOONvbnpGRcVNxVqtWrfIA+OGHH1x0Op3V09PTevk2DzzwQOGMGTOqk7T+9ttvmqp2F37wwQfV68+fPy9v06ZNyZ49e3SZmZkKi8XCl19+qW/btu0V96EmjRo1Kl60aJEeYNGiRVdN/Ojq6motLi6+6hi6YcOGJZ999pkHSPFETZo0ue75rtWvHnrooeJvv/3Wvbi4WMjLy5P99NNP7jX3O378uDomJqbsesd2cCnXs/TsRTIR1/wFs78WgTpX28nB/YsZyTXNhVuvH/M5UgrZp4Ept7H//UYpkjubN457cd+xZQu88go0bQq7d8OZM1S4OvPMQyVsqwM+xbB1tRNvtSxjYwTM+R6eSlay6o3HeV/+C664cq6ioMaUlIii/gDUbafyfv5x6mo8EEWB2W+58N1KF2Rykcd75bF+mbT+EsEjCjRrWknbludZubyC7W8+jIe7ldzIryiy1sHHB9w0xVKWNNWVcqGoooj/7P4P03ZOo4l/E+Y/Np9pO6fxdcrXPF3/aaa1n0ZxZTG+Lr7oNTchN2xWyNgEB98EZFLqaVEEbKBwA3OulLTA+0HpEpw8maPyYYy6atwhCLgh/QBZgZVAYy66tDly8N57tGnTpuDHH390efLJJ4sAGjRoUPzSSy8FJicna5o1a1bUv3//fLlczsKFC9P69u1bp7KyUgCYNGlSRnR0dMXAgQMvdOrUKczHx8c8e/bs9KFDh4babDYBYPLkyWcAvvjii5PDhw8PmTJlir9SqRS//PLL41UWi2t+vcbExJjsAr1Lly650dHRNxw8du/evTAxMVHdtGlTI4BWq7WtWLHiZI8ePQo+/fRTb4PBYKpbt255TExMybWOMXv27IwxY8YEGAyGSJVKJWo0GuukSZPOVl1H2vPPPx8UEhJS393d3aJWq21vvvnmGZBcBZ955pkQu+WsQYMGJRMmTDh35swZ5csvvxyYnZ2tVKlUol6vNy9atOg0wNKlS0+OGjUq5MUXX5QFBwdXrFq1Ku3y9igUCtq3b1+wbt06z7Vr16aBlEDhWs/j8v2Tk5M1rVq1umJQP2DAgLwVK1Z4Go1GU4MGDUpCQkLKb3R/ATw8PKwNGzY0FhcXyz/99NOrWpo+/fTT9GHDhgUbDAaT1WoVmjVrVtSyZcvT7777bubgwYODw8LCImUymfj666+fHThwYP5bb72V8eCDDxpEURTat29f8PTTT+dfrw3z588/3bdv3zrz58/37dq161Vd+Tp16lQ0c+bMWkaj0fTSSy9l1nzvk08+OT1w4MDQOXPm+Hl6elqWLVuWdr3zXatfPfDAA6XdunXLjYqKigwICKiIjY2tvs8VFRVCWlqaqk2bNtfsaw6uRLie6e+fSpMmTcT4+Pi/uxn3FSJwBsmtTXODbS/nB2AYUqzOYm4ukOx+pgxpbtuRmvo+JCkJWrUCZ2cppuf8eco9XJnSsJDpbUBXDvFLFMxrbGFuM3h7G7y2x4kfxvdgknYPh8tP41LcgHxt1feXAMp6nZH1WsvMvBM017iDKGP5xxrmTnRHkEHHHgVsWedWLXikv5LgaR5bQbOGuWxcX87vk9vg7VFCjmkdhaIRH19w1RSD0hXUvpIAqUFuaS5vbH2DBXsX8EjdR5jebjqv/vwqW9O2MrThUN5q8xYl5hL8df64qa+0EF2BKEJOPGzrCOYCJIdXAFHK2mYrB//Hod4oKXGBkzuvaIOYqaqSMoKAN1KWQxFJ8DRAspg6BA8IgrBXFMUmNdcdPHgwLSYm5sK19vkr2L17t+b999/3+/rrr09u3rxZN2vWLN9t27Ydu9vnXbVqldvx48dVEydOPHe3z/Vvpl27dvW+//774zXdtm6X2NjY8JkzZ6a3adOm9E607X5m2bJl7nv37tXOmTPHEWN/GQcPHvSKiYkJvdp7N1OnRwD6AbVFUZwiCEIw4CeK4v/ubDMd3MvkIFknbrUS1j7gWaT005/gEDz2FEYBOATPfceFC1LigspKaYBfUECFpzufh+YzvTWoLLD7v3JWRtqY2wxe+APG/0/JzglxrPQ4wf68E9Qp78IJ7SbpeAIoA1ti67mGt3NP0kzjhoCMb1armPumOwjQ7vHCi4JHZqtybasSPM3KiAwr5KsvLfxvWju8PYrJiVhDoWjE1w906hKpJo7a5xLBI4oi50rO8fx3z7PuyDriouIY02wMz373LP87+z9eafkKzzd9njJLGYGugehUN/mtUHxaytRmzuei4AGQg60SPJpAncGg0GJzcuVplzqsctJJ91IQCECy6ACsAerjEDz/BFq1alX2559/Ft5ucdLb5amnnvrLaqb8m/krBKyDK7FYLMKbb755U3FbDi5yQ0uPIAifIP1CPSSKYoQgCB7Aj6IoNv0rGng7OCw9d5ZS4DSS4LkVV6yTQNeq/TYiuXL9m7EgpegOQYpHcHAfUVQkpabeuhXUaigro9Lbkx/cc3giDmQibP9cxp+BMPYRGwMOwMIfVfz2Sh+2B1iYcnYVQTTjtDUeZBYQBJy8IzEP3skr+Zn01DojExT8+r2SV+K8EG3wwKNF7PpB+lReKXhKCA0oZ/vWCv58tw213M9xwbiGQlmMJHg0ZSBzAm2AlCq6ClEUOV1wmqHfDOWXk78wutloept6M2LzCJLOJzG9/XTi6sdRZi4jQBeAi+omwzsr8uG3pyDzKjlwZCpQ+0H0VNDUokzpRmc3E9uU2mrBUxspllCGJHgicQiey7lXLT0OHDhw8Ffy/7L0AM1EUWwkCMJ+AFEU8wRBuCdT5AmC0AXoUq9evb+7KfcNFqT01FpuTfDkIMXviMByHILHXosnGIfgue8oLITXXoNffgGlEsrKMPt4cUBxgW5PSZtsWC2Q6i0w9hErXZPhk1/UxL8ax9HaOmanL8Zd5sfpkhTQWAABpVsIlQN/YUR+Nj00WmSCggP/kzO+vyR4mjxYck3B06xZAd7uNrb+bGHfjHbUcs8iJ3wlhbIY/GqBi7oMBDlo/C8RPDbRRsqFFPpv6M++zH1MaTeFVoGteHrD06QXpjP/sfl0DOtIubmcYLdgNMqbdHS1lMHhty4TPDLAJlmaZAowTQCVFzlObrRzr89huapa8IQjfQfJgHWAEcni44dD8Dhw4MCBg5vnZoqTmgVBkFOV914QBG8u9U24ZxBFcZMoiiPc3G7Cv9zBDRGBbCSxcytuaWXAQCALKYFB3Tvesn8Wjlo89zF5ebB0KXzyCchkYDZj8fEmvfICbYaAVYDFG6FCJWd4ZyvtTsIX32s4OW4IZ4wBfHBuI6WWSvLzVKCR4mUVGi/Mg36ld3ERg9VOyGVKUhIFnu3ijdUM0c1Lid8uJYe6XPA0bX4erRJ+221l3/sPUcs9nZzw5RTIm1QJngpAkCw8NQqHWm1W9mbu5cnVT3Io+xDzHptHA78GPL3haTKLM/n8ic95tN6jmK1mgt1vQfBYK+H4Ykj9iOqfG0GBlLhAJ7m1mV4DTQAn1F409IjhsMypWvDEIAkeBfAVDsHjwIEDBw5un5sZy84FNgA+giBMA3oCE+9qqxzcE+QjDdZvJY7HihTDcwBYBDS57tb/DuypdB21eO4zcnNh+3YYP14apIsiVh9vCgvP03AMVMjh3V+gVrmSJ3uaaZgJX36jIe+l5zhh0rPs/BZSS9JQFNVDdJPc4mUKLZbBv9KhUmC0k4BSruLMKYHhj/pQWS7DEFPGoT8k6SzIRERbVR0eUaBJyyxklVoOHLZw+MOH8Hc5wQXDfymQN6OWPzirK0G0gjYYZMrqy7DYLGxP286ArwdQWFHIsm7LEG0ig74ehMVmYU3PNUT5RGETbYS4h+Akv0lDv80KWT/D/lckoSNaQFCCaAa5FixFEP4S6ML4U+vPox4x5AlVQkwQaAokA0okwVMPh+Bx4MCBAwe3z80UJ10hCMJeoD3SpP+Toigeuestc/C3Uo5k5bmVgkwikhr+EZgKdLoL7fqnYa/F4xik3UeIopS0IDUVhg+HCimLq83bG0vOeSLHQKFaSlTQOtOJTr0rqZMH33ytoXLci2Q0qs33F3bwffYOnMqDqNQdqyoGIGAbuJVYwZ03ZWWo5BrOZcKgdj6UFskJDq8g9aBU0UomE7FVCR5EgSYtMynPdyE9zUrinIfxd04hJ2wpBcoH8K8FWrVFsqo4B0MN0WK2mtmcupmh3wxFLpOzpucaMgozGPfjOLQKLWv7rCXELQSAYLdglHIlN4UoQt5h+GOoJLRES5XwMUvCx1oKwU+BVyzfOtempz6GcrsDrSDQGtiPVL9rHZK1uBioBbj/Px+fAwcOHDj4d3Iz7m2IopgsiuI8URQ/dgie+x8rkkuJmpvsIFXMB5YBo5AKkP7bKUUq4uqDoxbPfYMowrlzkJkJAwZATo602ssL8cJ5okdBlg56JsKgJCee7F6Jvgy+/UqN8MKLFLdowq+lKSw9vR6l1YNKdTqIVeKly6eYnOsw3VaMs5OG3BwY1N6H/Bw5fiGVnE5xAoSLggdAFGjaMpO8LB3pp0SSPuqAv3MCufU+JV/VlgB/0GqsYCsDbRDIL5YBrrBUsPzgcvqt74erypX1vdeTfD6ZF7e8iF6jZ+NTGwl2DUYhU9ya4AEoPQv/GwIV5yShg0wSPva/3m0g8EkW64w8oW9wieBpz0XBsx6H4PmnU1xcLDRt2jT8drO3TZ482cdebPROERAQUD8zM/OSSd8VK1a4vf7663538jxXw2w28/zzzweEhIREGY1Gk9FoNI0fP776vIIgNH7yySdr19zew8Mjpl27dvUA5s6d6+nh4RFjNBpNtWvXjnznnXeqi3GOGzfO38fHJ9p+XKPRaLpw4YK8qKhI1rVr19oGg8EUFhYW2bhx43B7Iczx48f71atXL9JgMJiMRqNp69at1609HhsbG75jx4676qk9btw4/7feessXoEePHqFLly69ZN7w8jakpKQ4hYWFRQJs3rxZp9PpGkRERJjq1KkT+dJLL9W6m229WbRabUOAtLQ0ZceOHeuAVFR1zZo11fEYf1UfbNmypeH8+fP/ygSy//YMwg6uwjmkoC31jTaswQZgOvAE8PrdaNQ/jDIktxw/HILnvsFmg6wsyM+HIUPgxAlpvV4PFy7QegikekGrUzB5lxOP9K1ELsJ3X6rQPjcWy4MPsLc4mY9Pfkml1YZNngc2GchsUK8TIXV78F7pOTxcdOTlwvCOXpzLUODhYybrlGSdkclsFwUPArGtsjiT5kpZoY2kjx+lltN+cusuJE/dgQB/0KhtYCkBbSAoLsbhlFvKmbtnLq//8joR3hEs6bqEb1O/ZdquaYTpw1jZYyXOSmdUChX+On/kslv4fawogL0vQt7+mjevqskycKmLWO8Z3nGP4h13U1VxUkAQ6AjsRJos+AoI5aLgcURq/jP56KOPvLp27ZqnUNzecGPhwoW+w4cPz9XpdHc1lrhfv34FwF1Nc22xWBg9enRAdna28siRI4larVbMy8uTTZkypXqgq9FobCkpKZri4mLBxcVF3LBhg6uvr6+55nG6dOmSt2zZstNZWVnyiIiIqH79+uXVq1fPDDBy5MjsyZMnX5LK+LXXXvPz8fExf/PNNycBDh48qHJychJ//vln5x9++MH98OHDSRqNRszMzFRUVFT8JT9ZFouF2+0TN6JJkybF27ZtO1ZYWCirX7++6cknnyxo3bp1de0fs9mMUnkLkzh3kNDQUPOWLVtOAMTHx2vj4+Od+/TpUwB3vw/abDZEUeSpp57KmTlzpveMGTOy7ta57lXu6OyJg38+hUifuFuZxtkNjAVaAB/i6FRVoeKOWjz3E1YrZGRIiQueew727pXWe3hAbi7de8PvwRB+AZZtkvNEz0qKVLB5nQrPZ8ZgfehBTop5zDm5jrOlZ7CJlWATJMGjdMar4wLeL8omwEVHfh680F3PqVQnnN0t5J2TfpwvFzzNW53jeIobFcWQ+HFnajn9j9w6H5Ov7URAAGjUIliKQVMLlBcdVUvNpUzaNonxP4+nRVALVnRbwcrDK5m8YzIN/BrwVe+v0Cq1aJVaAlwDbk3wWMvhyHtwZj0XvwmqBjYyNTh5YDa9xjCvZhcFjyAgCAJdkASPC5KFJxSH4LkfWLt2rWfv3r3zQZqFb9KkSXiHDh3q1q1bNzIuLi7YarUCsH79etcGDRoYTSZTRKdOneoUFBTIpk6d6nPu3Dnlgw8+aGjWrJnBYrHQo0eP0LCwsEiDwWCyWzkSEhJULVu2NISHh5tMJlNEYmLiLSfJnDt3rueAAQOCQbIuDBo0KKhhw4bGwMDA+jUtDW+++aZvVFRUhMFgMI0dO9bfvv7hhx+uGxkZGVGvXr3ImTNnetnXa7XahmPGjPGPjo42/vTTTy4rV670/uyzz05rtVoRwMPDw/bBBx9cUmCyffv2BV9++aU7wKpVq/Q9evTIvVqb/fz8rMHBwRXp6enXHcFnZmYqAwICqoVTTExMhUajETMyMpR6vd6i0WhEgFq1allCQ0PNABs3btRFRESYDAaDqVevXqFlZWWXiKEZM2Z4jxw5MrDm/Rs4cGAQwPz58/X169ePMBqNpri4uBC7la/mvfjll19uxXv+tnB1dbXVr1+/NCUlRTVu3Dj/p556KqRVq1Zh3bt3r3327FnFo48+WjcqKioiKioq4scff3QGKCgokPXs2TPUYDCYDAaD6fPPP3cHWLhwod5uKRs1alSA/RxarbbhCy+8EBAeHm6KiYkxpqenKwCSk5OdGjRoYIyKiooYPXp0dT+xW6XKy8uFd99913/Tpk0eRqPRtGjRIo+afTA1NdWpRYsWBoPBYGrRooXh6NGjTnDrfTMlJcWpTp06kU8//XRwZGSk6fjx4059+/bNX79+vefdvv/3Iv/28amDGlQgZVy7lW+iZGAoUBv4DEc6ZgtgRhI8DjPqfYLFAmfOSKmpx4yBX3+V1ru7Q14eox6Dr03gVwRbVsno0cPKGVfYuN6J4KFjsT78ELmyChaf/Zk/zv9uz4MpFe8B1G2n8l5xCXXdXMnPg1ee9uDIPjUqZysl+VIvukLwtDxPUoIbCtHK4Y8fx0+xi7zas8lz7oq/P2hUopQoQO0DThclQ35ZPs9/9zz/+e0/dDF0YUHnBcz+Yzaz98ymXWg7VnVfhUyQ4apyxV/nj0y4hZ8ImxlOroCkGVLcDjapBg8WkGtAECiNfJuufu1ZoqtbLXhkQDfgF6SkKeuRalk5BM+dZcgQgmJjCb+Ty5AhBF3vnOXl5UJ6eroqPDzcXpeZw4cPO8+ZMyc9JSUlMS0tTbVs2TKPzMxMxfTp02vt2LEjNSkp6UijRo1Kp0yZ4jtx4sRzPj4+5u3bt6fu2bMn9ffff9dmZmYqjx49mpiampr03HPP5QDExcXVHjly5LmUlJSk+Pj45ODgYPO1W3VzZGdnK+Pj45M3btx4dNKkSQEgCbNjx46pDx06dOTIkSNJBw4c0H7//fcuACtWrEhLTEw8cuDAgaSFCxf6ZmVlyQHKyspkUVFRZYcOHUrW6/XWWrVqVXp4eFzXatW/f//cNWvWeJSWlgpHjhzRtmjRouRq2x09etSpoqJC1qxZszL7ugULFvjaXduaNWtmABgxYsSFjz76yK9BgwbGF1980f/w4cMqgCeffLLw7NmzTqGhoVFPP/108LfffusCUFpaKjzzzDO116xZczw1NTXJYrHw/vvvX1J5on///nnfffedu/31unXr9HFxcXn79u1Tr1u3Th8fH5+cnJycJJPJxAULFnhefi8effTR4lt+KLdIVlaWfP/+/c4NGjQoAzh06JD2hx9+OLZp06aTzzzzTNC4ceOyExISjmzYsOH4yJEjQwEmTJhQy9XV1ZqampqUmpqa1Llz56K0tDTl22+/HfDrr7+mJiUlJe7fv995+fLl7vZratGiRXFKSkpSixYtij/66CNvgGeffTZ42LBh5xMSEo74+fld0R/VarX42muvne3SpUtecnJy0vDhw/Nqvj9y5MjguLi4nNTU1KQ+ffrkjBo1qvqzdqt9My0tTT148OCcI0eOJBkMhkpvb29rZWWlYO+j/yYcoscBIDmfZCK5ZN1sp8hEqsWjBb7A4W9vRYrjCcIh/u4bzOaLgueFF+Dnn6X1Oh3k5/NOG1gQC7py2Plfgf5dbST6wJdfOxEx4GUsHdpTJLPwU1Eqy1KWVwkeQBDBSYfgZWKqb3saeLhSWADvPOvOvp0aFE42Kkqk3yNJ8Ng/lQLNml/g0AF3XDRmDsztRi3Zr+SFziRP14PAQNCokQSPkyeo9NWXcq74HAO+HsDSA0sZ3GAwMx6awVvb3mLpwaU8aXySxV0XYxWt6DV6fJ19EYRb8HIRbXBuB+wdLRU9Fc0g04CtQnptLScv4g1ah/ZmizagWvAogO7AFqTvjw1Itawcguf+ICsrS6HT6S4J5qlfv36JyWSqVCgU9O7dO3fnzp0uv/76q/Px48fVsbGxRqPRaFq9erXn6dOnr0gTaDQaK9LT01UDBw4MWrdunauHh4c1Ly9Plp2d7TRgwIB8AK1WK94JV7iuXbvmy+VyGjduXJ6Tk6ME2LJli+uOHTtcTSaTqWrWXJ2cnKwGmDFjhm94eLipcePGEVlZWcrExEQ1gFwuZ9CgQXlXO8ecOXM8jUajyc/PL/rYsWPV1ppmzZqVnTlzRrVo0SL9ww8/fIW706ZNmzzq1asXGRERUX/UqFHZdqsRSO5tycnJScnJyUl79uxJBWjZsmXZyZMnD48dOzYrNzdX0bJly4h9+/ap3dzcbAkJCUkff/zxKW9vb8vAgQPrzp071/PgwYPqwMDAiujo6AqAQYMG5ezateuSRK7+/v6WoKCgil9++cU5KytLfuLECXWHDh2Kt2zZoktISNDGxMREGI1G065du1xPnDihutG9uBUEQRCvty4+Pt4lIiLC1L59e8Po0aOzmjRpUg7QsWPHfBcXFxFg9+7drqNHjw42Go2mLl261CsuLpbn5eXJduzY4Tp27Nhz9mN5e3tbd+3a5dy8efMif39/i1KppE+fPrnbt293AVAqlWLfvn0LABo3blxy6pTki7xv3z6X4cOH5wI888wzObd6jfv373ceMWJELsCoUaNy9+7dWz0ffat9s1atWpXt27e/RDh7enparvYZu99xTEY7AOA8UMnNW3kKgf5Vf9cjWTb+zYhACdJ9uMkKJg7udSorJcGTnw8vvgi7d0vrtVooKuKTxvB2O1BZYMfn8MKjIruDYcU3SmKfehnzI+0pFc0ck1Xyzp8zsImSGw8CyL2jsJ5PoF/UONp4eVBUKPDey67s+FaLTC5iqZREzkXBIwICTZvlsH+fB36+Jez5T1/8bD+TG/wuea59CQgAtQowF4GTB6glDxtRFDmVf4r+G/qzK30X41uNJy4yjtE/jOankz8xqMEg3mn7DqWVpXg7e6PX6G9R8IhQmFyVqc0sZYmTqaTkCcjBVkl2vedpHvEiZxRVMdKCgJMo0k0Q+AYpu6H9e8QheO4OS5aQ/lef09nZ2VZZWXnJPNrlfUsQBERR5IEHHijctGnTyesdz9vb25qQkJC0YcMG1/nz5/usWbNGv3DhwtN3oemo1erqQbRYFXcmiiJjxozJfOWVVy7U3Hbz5s267du36+Lj45N1Op0tNjY2vKysTAbg5ORks8eumEymiszMTKe8vDyZh4eHbfTo0TmjR4/OCQsLi7RarZfcmI4dO+ZPmjQp6Mcff0w5d+7cJWM1e0zPzz//7NyjR4+wbt26FQQHB183U4Sbm5tt4MCB+QMHDswfMGAAGzdudGvUqFG5QqHg8ccfL3r88ceLoqOjy5YvX+7ZpEmT0usdy07Pnj3zVq1a5WE0Gss7deqUJ5PJEEVR6NWrV868efMyLt++5r34/+Dh4WHJycmpPtD58+cVHh4e1ddvj+m5fD9nZ+dqMSyKIvHx8UfsIqjm+sv7qP35Xw2FQiHKZDL7/1gsluqdZTLZtXf8f3ArfTMlJcVJq9VeMQlQUVEhXG39/Y7D0uOAIiAPKXj4ZqgEhgNHkWrxRN2ldv1TELlYi+dWaho5uIepqIDTp6VMbUOHXhQ8KhWUlrLOCM8+DnIRvv8C3m0tsCUM5v2o4OGer2J+7FFKqSTf1Znxv02loPJCdUYLp8AHsBacok5AO16IfpSyEhkfve3CD2tcEGQitqqxz+WCp3HTHPbv9SA4pJA/ZvbDz/Y9eUGTyfcYcFHwWEpA4SK5tVUNJpPOJ9F1dVd+O/MbMzvMpKexJyO/G8lPJ39iXPNxTG47mVJzKb4uvnhqPW9N8ACUn4c9w6D0tCR4BLlk4QHASlbAE5ga/YdsuQYLAggCalGkR5Xg8USy8AQgfY78cQie+wVvb2+r1WoVSktLqzvV4cOHnZOTk52sVivr1q3Tt27duqht27Yl8fHxLgkJCSqAoqIi2aFDh1QAzs7OVnumsczMTIXVamXQoEH5U6dOzTh8+LBWr9fb/Pz8Kmu4Gwn2bG+1a9eOvJPX06lTp8Lly5d72dtz8uRJZUZGhiI/P1/u5uZm1el0tv3796sPHjx41Z9TnU5n69u374WhQ4cG2++JxWLBbDZf8aEbNWrUhZdeeulsbGxs2ZVHknj44YdLunfvnjNjxgzf67X7xx9/dLZn6yovLxdSU1PVoaGhlQcPHlTZXd0A9u/frwkMDKxs0KBBeUZGhpP9eSxbtsyzdevWRZcf9+mnn87bsmWLx5dffqmPi4vLBejYsWPh5s2bPTIyMhQA2dnZ8tTU1KtaFJ577rmAZcuWuV+v7VejTZs2RcuXL9fbbNKYffHixVdt3/V44IEHCmfMmFGd+e63337TALRt27bwgw8+qF5//vx5eZs2bUr27Nmjy8zMVFgsFr788kt927Ztr+ue16hRo+JFixbpARYtWnTV+BlXV1drcXHxVcfhDRs2LPnss888QIonatKkyXXPd62+ebVtbTYb58+fV4aHh1dc7f37GYfo+ZdTieSm5szNZRkTgZeBXcB/gAfvXtP+MRQD+qrFwX1AWRmcOgVnz8KgQXDggLReoYCKCraGQJ/e0qpV62BVAxlrI0Wm/6qg5+PjJcFjKcXi5c2MvUtJzNsrfbhsMlR+jaj0rIfMUs70tpMoL5excIYz6xe7AlXFRrlS8DRolMu+eD2G8Hx+nTaIWpbN5Ae+Sb7n0IuCx1ompaTW1pJq/og2/sz4k8dXPc7RnKN81uUzmgU0Y+imofx+5ncmt53MmOZjKKkswd/FHw/NbVSTqiyC/S/Bhd+r24rdooWMc/qmhLVahQUZZVWFR11Eke6CwNeAF5KFxx9J8ATgKOJ7v9GmTZuCH3/8sdqJoEGDBsUvvfRSoMFgiAwODq7o379/vr+/v2XhwoVpffv2rWMwGEyNGzc2Hj58WA0wcODAC506dQpr1qyZIS0tTfnAAw+EG41G05AhQ2pPnjz5DMAXX3xxct68eT4Gg8HUpEkTY3p6uiIzM1MhiuI1f9ZiYmJMvr6+0b6+vtHDhg0LvNZ2NenevXthr169cps2bWo0GAymbt261c3Pz5f36NGjwGKxCAaDwfT666/7x8TEXDUGB2DOnDkZfn5+ZqPRGBkREWFq2rSpsU+fPhdCQkIuifuoW7eu+c033zx3rePYmTRpUtaaNWu88vLyZHBpTI/RaDSlpKQ4paamqlu1ahVuMBhMUVFRpgYNGpQOHDgwr7CwUD5gwIDadevWjTQYDKbk5GTNjBkzzmq1WnHBggVpvXr1qmswGEwymYyXX375/OXn9vb2toaFhZVlZGSo2rVrVwrQuHHj8okTJ2a0b9/eYDAYTA899JDhWokWkpKSNP7+/jeMvxo7dmyI/Vk1aNDAOG7cuAsuLi42o9FoCg8PN5WUlMgmTZqUfaPj1OTTTz9N37dvn7PBYDDVrVs38uOPP/YGePfddzPz8/PlYWFhkeHh4abvvvtOFxISYn7rrbcyHnzwQUNERERkdHR06dNPP51/vePPnz//9KeffuoTFRUVUVBQcNXYmU6dOhWlpqZq7IkMar73ySefnF6+fLmXwWAwrVq1ynP+/PnXtdReq29ebdtdu3ZpGzZsWPJ3ZbD7OxGuZ7b7p9KkSRMxPj7+727GPY8NSEeKRbnZ9NQzgLlIwmfsXWrXP4kSpJgmfxypqe8LSkshPR3S0mDECMnaAyCTgc1GfC1oORTMCvjgezjrqWBmrIVX/pDzcpvXsHR6hBJzCQqfQD5P3srkP0ZL+9tkOOlrU/nEYvhvO3pHD+W55u/w+RwNS2d4UC0YuFLwREXnkXDIg0ZNLrD+1WGEmDeS7/8qeT6j8fcHlROS4BHkUi0emRyrzcrWk1vpt74fldZKlj6xFBelC89+/ywn804yu+NsuoZ3pcxcRoAuABfVbSRSspZD0vtw+C3+j73zDm+q/PvwfbKTNt27pYPuMsossrcCAjIEFWUogqAo7i0o+PoTEVRc4BZEZDgQVGTJVqHsFtpCobR00p00OznvH4eUgoATZ+7rypXk5IznPOckeT7Pd0nzZy6kqECpAGmNLpKEAXtRyDRUKHUgivgDgwSBz4BgpMKj4XgEzx+BIAh7RVHs0HTZwYMHC9LT0ysvtc2fwc6dO7Vz584N++KLL06uXbtWP2/evNCLuR790Sxbtsw3Pz9f/eSTT/6scPDw19CtW7fEHTt2HPur2/Ff49Zbb202bNiw2uuuu+5XWcf+KRw8eDAoPT099mKfeWJ6/sNUI2Vs+6XDnSVIgmcMcO8VatM/CTOgQhq0eQTPvwCDQRI8eXlwxx2SaxuAIIDLxdEg6HmrJHimfw8GXzUvZli5/YCMB3o8huPaATRYDKjDm/FDeSmzf7hP0i2iHKV3CLZbt+H38XBEjT/j293PskUa3p/jR1PBI5e7cDrPCZ7k1FqyDvnTrUclH949mRjbaurC76MmZDqRkaBSIokPBKkWj0yOw+Xgs6OfcfuXt+Ol8mLVyFU0WBu4bc1tnGk4w3vXvUfPmJ6Y7Waa+TZDp/wNdQZdDij8DA4/LWVqa0xcYEYUlJgVOjJ6r0cnKDl9VvAEAwMEgZVI9atWAaFIllKP4Pn30rVrV/OePXvqf2tx0t/KTTfddEVr7nj4/XgEz19Dy5Ytzf9WwfNzeNzb/qOYgEp+eRzPBqSio32A/+EZ5DetxeP5Ev0LqKuTBM++fZJL25kmnhyiSIEvdL0NTCoYcQSinDpmdrEy6qiMWRmP4Rw8EKOlHl1kLGU2JWO/HoooukCUI1frsU/cTuLhNdSW7+b2jg/xzcehLHzGH+kuurjgiU+oJ/eoHwMGlfPu3VNobvucutC7qAl94JzgcdkA11nBo8DutPP2vrcZ+/lYQr1D+Xz055QZypi8djJ1ljqWjVxG9+ju2Jw2YvxifpvgcVrgzE7IvAtkZwWP3C145DgRGdTjC1yaYE6r9CCKRHJO8IQjFR4NQRI8EXgEz7+de++9t8odMP9nWHk8ePBwaR544IG/1Pr7V+IZr/0HcQAlSG5Zv0S8HACmIiUsWIjHPGhH6sMoPH3xr6CmRhI827dLFp76eikj2VnKvCSXthotdC6EXlU+PNLFxDX5AvPaPYY45FqM5jq8IuOwyAK4enl3bKIZRBkyhRrnbVtItcqo+/5ZmgekYt97K6894RY80nFksqaCB6JjjOQf92HUDaW8PPFekmyfUh9yO7URjxERKZwVPGczpemagVyF1WHlhZ0vMO3rabQIbsGqUas4WHaQad9Mw4WLVaNXkR6Wjkt0Ee0bjUbxS51azyKKYK2GmmzYPVlKmuCySpnanGZEBATRyR0ZCyn1a80JlR+IIrFA/7OCJwJJ8AQjuYZ6BI8HDx48ePiz8Iie/xgiUuICgV82YC8AxiEFHH/IL7cM/VtxAhYkwfOfS3D/b0MUobJSEjzr10tpqa3W8wRPtQZ63AqlekishptLAnmgSz2dSgTeaPko8msHYzTV4h0Zh8o7ir7LelJnrwBRAJkMcexXxKnDabXrDSoaTtPO8iyvPhoifX7WonN+DA9ERJopPOXNrROLmTX6UZItn1AfNJ6ayKfPCR7RCS7LWcGjxmQz8fCGh3nyuyfpFduLpSOWsjF/I/etvw+9Ws/nN3xOvH88ANG+0agVv7KSlNMmZWc7swt23QiGY5KFp0mmNgGRF1MeZFfkcPLO1gdKBnoLAsuQvjOfIv2WeASPBw8ePHj4s/FMVP/HqEVybfslqZWrkYqPOpGKj4ZcfvV/PS4kd5woPLV4/vGIohSzU14On34K//d/jbE7boxK6D8OjgVCsAmmFYTycPtyUivhvYSH0Fw7FGNDDfrI5vgExNHzw4GcMuQ0hujIRq8gJDCdO49kMyP3TRKVA/nssWGILriU4AkJsVBaomXa9ELu6vl/pJgXUxdwI7XNniUiUkCpQCoE6miQXNoUWuot9Uz5agrLspYxKm0Uz/Z+lo+zPuZ/O/5HnF8cS0csxU/jh1yQE+UbhUL2K372RRHs9WApg9NfwuGZktABmmZqcyHwVeQQ3kt7hByNJHhaiSIdBIGPkQqOrkTKcOiuZ+VJ7+7BgwcPHv5MPKLnP4QZqOCXJS4wAxOQ3OCWAwlXrln/CEQkwROGZ7D2j8fhkGJ2ysvhgw/glVdAqZQEz1krj1UOQ8bAvnDQ2eGBgkhmtCwhwgBL4h7A59oRGIxV+ETGExiSwHUfj2dv+eZGwaMY/Bb6mL48klPM+vzXsdptnHjjpcYaPBcTPAGBVqqq1DzyeAHjOswnxfQWtX4jqI+dS0SErIngMYI2ApTeVBgrGPvFWNbnr+fODndy71X3sjBzIS//+DLpoeksGb4ElVyFSq4iQh+BXHbRDKYXx+UAczlYK+DIHChcDqogsLndweWIOHEKco76tuDxjq9z9GxB1Paii9aCjKVAHLACqQCpR/B48ODBg4e/Co97238EJ5KA0fDzcTxO4G5gH/Aq0PHKNu0fgQGpiOJvqGTi4e+CzSZZd/LzJcHzyivnBI8oglOyWjhkcMP1sCUOFC54sLAZL8WW4GUTWRo1naDBozEYq/CNjCc4NJFJqx9mXcFS6RgCqHr/D3XLm7g/5xRKZyHfHFsOP96DsyIJ90rCBYLHx9eO0aBk5uwTjO3wGqmm16j2GYgh/mUiIt2CRwSHATShoPLhVO0phnwyhPX565nZcybTO03nhZ0vMP+H+XSL7sby65ejlCvRKXVE+kT+OsFjN0LDSag7AjtvkgSPwlsSPIICZF6IOHEICqrVQdze5ROydFKpk64uF+lNBM9KPILnv4zRaBQ6duyY/Fuzt82aNSvEXWz0jyIyMrJVaWnpeZO+S5cu9X388cfD/sjjXAy73c60adMiY2JiWrpr6TzyyCONxxUEof2wYcPimq7v7++f3rt37wSABQsWBPr7+6enpKSkxcXFtXjmmWcanTDuv//+iJCQkNZN6/RUVlbKDQaDbOjQoXFJSUlpiYmJLdq3b5/sLmL5yCOPhCUkJLRISkpKS0lJSdu8efNlvdgzMjKSt23b9hsyoPxy7r///ogZM2ZctuDqryE3N1eVmJh40UK1N9xwQ8zevXs1IN0XSUlJacnJyWldu3ZNLCws/MsNAyNHjox9//33/eH8tj766KPn3att27ZNudJtee6554JfeeWVixZa/afwl1/Qn0MQBC/gDaQ6mltEUVz6FzfpH4eIZOERkapo/Ny6M4FvgGeAa69s0/4RNCBViA/6qxvi4bdhtUrJCurqJCuPyQT/+x98/jmoVGfFhDQgcwlw+xBYnSpteldpMz4IKcYhiCwLvZOowWMw1FfiFxlPcHgSD697nsXZ8xsPpc54ALHzfdyddZQ2uiDu+mIyNATh2vzk2TUkwSM2ETxe3g4cdhnPzTnO1XHvk9YwnyrvPjQkvElEhByFW6s4DKAORlT5kV2exaiVozhec5xXB75Kr+hePPXdU6w4soLBSYN55ZpXsLvs+Kh9CPUORSb8wjGjywnWSrDVQOl6OPiYZF1CJlmYVIGIDjO4GnAhwyXIGdd1Bbv9pA7r43LQXKbgQyTr8Aqk745H8Px3efXVV4OGDh1ao1D8tuHGokWLQidNmlSt1+tdP7/2b+fmm2+uA65ommuHw8H06dMjy8vLlUePHs3W6XRiTU2NbPbs2Y0DWK1W68rNzdUajUbB29tb/Pzzz31CQ0PPK+A5ZMiQmsWLFxeWlZXJU1NTW9588801CQkJdoApU6aUz5o167xCnY899lhYSEiI/csvvzwJcPDgQbVKpRI3btzo9e233/odPnz4iFarFUtLSxVWq/VPSc7qcDj4rffEH8ny5ctPNX2/devWvPDwcMe0adMiZ8yYEf7BBx80FgV1uVyIoohc/ismkP5AmrZ1wYIF4c8//3yZ+/3+/ftzruSx7XY7d999d1VGRkbK9OnTq67ksa4kf4mlRxCE9wRBqBAEIeuC5QMEQcgVBOG4IAiPnl08AlgliuIkYOif3lig1lyLw/Xn1hj4I6k/+/glUzOLgPeBycDtV7JR/xDMgBqpnsh/PU33Pw6LBUpKpEKj1dVgNMKRI3D//ecEjyCAXRpPiMB918CHbaXNx52J4FtdCdVqFx8GTCRp8HgMhir8IuMJiUzihW2LmLfn8cbDqVNuwd7/f0w6msVVqmCWbP6GQusPsHk2WH25mODRaJ3I5fDCvGP0i11Cq4Y5nPHqRl3CQiIilecEj90AKn9EVQA/nP6BgR8PpLC+kA+HfUjXqK48sukRVhxZwc2tbub1ga9jc9oI0AYQ5h32ywWPwwwNp8ByBrL/D/ZNl9rpsgAioiYMbFXYRAciIMfFlE7v8m1oDwAGOa3EnRU8iXgEjweJFStWBI4ePboWYO3atfoOHTok9+/fPz4+Pr7FmDFjop1nLayfffaZT5s2bVLS0tJSBw4c2Lyurk727LPPhlRUVCh79uyZ1KlTpySHw8HIkSNjExMTWyQlJaW5rRxZWVnqLl26JCUnJ6elpaWlZmdn/8pMHZIFZdy4cdEgza5PmDChWdu2bVOioqJauWfaAZ566qnQli1bpiYlJaXdd999Ee7l/fr1i2/RokVqQkJCixdffLFxjkyn07W99957I1q3bp2yYcMG748//jj4nXfeKdTpdCKAv7+/a/78+SVN29K3b9+6lStX+gEsW7YsYOTIkdUXa3NYWJgzOjraWlRUdNn5zNLSUmVkZGSjcEpPT7dqtVqxuLhYGRAQ4NBqtSJAeHi4IzY21g6wevVqfWpqalpSUlLaqFGjYs1m83l/gXPmzAmeMmVKVNP+Gz9+fDOAN954I6BVq1apKSkpaWPGjIlxW/ma9sWmTZt+UYnAefPmBbVs2TI1OTk57Zprrol3W/2KiooU/fv3j09OTk5LTk5O27BhgxfA008/HZqYmNgiMTGxxaxZsxqtYA6HgxEjRsQmJSWlDRgwoLl7P5eyXPXq1ctw8uRJdW5urqp58+YtbrnllugWLVqk5efnqy51D7z22muBbkuR21qXl5en6ty5c1JSUlJa586dk44dO6aCS99jLpeLcePGRcfHx7fo1atXQmVlZaMydLf1zjvvjLRarbKUlJS0oUOHxrn71r39HXfcEeX+jrz99tv+IH33MjIykgcMGNA8Li6uxdChQ+NcZ2NYt2/fruvYsWNyixYtUrt165Z46tQppft406ZNi+zYsWPys88+G6rX611RUVHW77777opa+q4kf5V72wfAgKYLBEGQA68DA4E04CZBENKQ4sbdStv5J7axkYqGCgpqCjBY/3m1nKxAGb8s69pqYDYwGHjqSjbqH4K7Fk8EHj/QfxRms5SRraBAsu6YTHDqFLz6KtxyC/zwA6jVkuCxWhs3e6YXLLhKej2oLpRsVzknfZy843Mzba6bjMFQif9ZwfPOnhU8tvXOxm2V4b2wXv8eN+Vk0tMVwr69Dlbm/x+UtYZ9EwEBQTgneAQBVCoX3l5O5r+SR9fwFbQ2PUelthM1zRcSE+3VxMJjBJUPLnUQ3+avZ/CywZjsJlaOWklzv+bcu/5evj7+NdMypvG/vv+jwd5AkC6IIF0QgvALpLroAkulJHgaCmHnaCj4CJBJqahlapyCGpf1DBZBhYCIDJjd6mk+iLsZgOF2E2FyNYuRMrZ5BM/fj9tuo1lGBsl/5OO222h2uWNaLBahqKhInZycbHMvO3z4sNcrr7xSlJubm11QUKBevHixf2lpqeK5554L37ZtW96RI0eOtmvXzjR79uzQJ598siIkJMS+devWvB9//DHv+++/15WWliqPHTuWnZeXd+Suu+6qAhgzZkzclClTKnJzc49kZmbmREdH2y/dql9GeXm5MjMzM2f16tXHZs6cGQmSMDt+/Ljm0KFDR48ePXrkwIEDum+++cYbYOnSpQXZ2dlHDxw4cGTRokWhZWVlcgCz2Sxr2bKl+dChQzkBAQHO8PBwm7+//2WtVmPHjq1evny5v8lkEo4eParr3Llzw8XWO3bsmMpqtco6depkdi9buHBhqNu1rVOnTkkAkydPrnz11VfD2rRpk3LPPfdEHD58WA0wbNiw+pKSElVsbGzLW265Jfqrr77yBjCZTMIdd9wRt3z58vy8vLwjDoeDuXPnBl/Qxpqvv/7az/1+1apVAWPGjKnZt2+fZtWqVQGZmZk5OTk5R2Qymbhw4cLAC/vimmuuMf6S63DzzTfXZGVlHc3NzT2SnJxsXrBgQRDAlClTort3727Izc09kp2dfaRdu3aW7du36z7++OPAvXv3Hs3MzDy6ePHi4J07d2oBCgoKNFOmTDmTl5d3RK/Xuy48nwv58ssv/dLS0szubW+99daqo0ePHsnKytJc7B7IzMzUvPjii+Fbt27Ny83NPbJo0aJCdzvHjBlTlZeXd+SGG26omjp1auN35mL32JIlS/yOHz+uzs3Nzf7ggw9O7du37yfi8I033ihWq9WunJycI27rnZvFixf7HT58WHv06NHsTZs25c2YMSPKLWKOHj2qff3114uOHz+eXVhYqN6wYYO31WoV7rnnnujVq1fnZ2dnHx0/fnzlgw8+GOneX21trXzPnj25zzzzTDlAu3btGrZs2fKP/Un/S2yLoihuEwQh9oLFGcBxURRPAAiC8AlwHXAaSfgc4C8ce6oUKorri/HV+BLiFfLr/OP/IlxIcTwqfr7jvgfuRboIr/yC9f/tuGvxxPAP8AH1ILmomUxSCmrz2f9/s1my8GzcCO+8I30WEgJVVZLgsVgaN3/5Kkn0CCJkmAMwGKs4EO5koWYU3Ybdg6G+ksDIRIIiEvg0ax1T1t0iHVMAuT4F+23rGJK3l/4NYeQeVzFn6duIXU7BZ5tAVEiCRzwneORykaAgG3NePE6qbg3pDbOo0banJPZVWsT5I3d/AZ0mkGtxqoL4JOsTJq+dTIA2gI9HfIzT5WTaN9PYW7qXp3o8xeT2kzHajIR5h+Gv/YXRZ04rmEulej+lG+DAI40pqMGFS+6FzNnAGXUoYdZyBEREmYKZrWYzK02yco2x1uKl9uN9IBX4BEnkeASPh7KyMoVerz/PTaJVq1YNaWlpNoDRo0dXb9++3Vuj0bjy8/M1GRkZKQB2u11o3779TwbFKSkp1qKiIvX48eObDRkypG748OH1NTU1svLyctW4ceNqAc5aUMQLt/21DB06tFYul9O+fXtLVVWVEmDdunU+27Zt80lLS0sDMJlMspycHM3AgQONc+bMCf3qq6/8zp63Mjs7WxMWFtYgl8uZMGFCzcWO8corrwS++eabobW1tYodO3YcdbuoderUyXz69Gn122+/HdCvX7+fuNytWbPGPyEhQV9QUKCZN29egdtqBBd3b+vSpYv55MmTh7/44gufDRs2+HTp0iV169atOe3atbNkZWUdWbdunX7Tpk368ePHx8+YMeN0x44dTVFRUdbWrVtbASZMmFD1+uuvhyB5ygMQERHhaNasmXXTpk1eLVq0sJw4cULTv39/4/PPPx+clZWlS09PTwWwWCyykJAQB8Dl+uJS7N27VztjxoxIg8Egb2hokPfs2bMOYNeuXfpVq1adBFAoFAQGBjq3bNniPWjQoFofHx8XwLXXXlvz3Xff6UeNGlUbFhZmu/rqqxsAxo4dW7VgwYIQoPzC4/Xs2TNJJpORmppqmj9/fnFVVZU8PDzc1rdv3wa49D2wb98+2ZAhQ2rCw8MdAKGhoU6A/fv3e33zzTf5AFOnTq1+5plnGq1jF7vHtm7dqh89enS1QqEgNjbW3rlz51812759+/bG7Zs1a+bo1KmTcceOHTpfX19Xq1atGuLj4+0ALVq0MOXn56sCAgIcx44d0/bp0ycJJEtRcHBw46TBTTfddJ6VMSQkxJGTk/Mri7z9ffg7jeciOWfRAUnsdAIWAK8JgnAtsOZSGwuCMBnJK4vo6Og/vHEKmQIfjQ8NtgYK7AWEeYfhpfp7V605gzRw/7lW5gETkdLKvoeU7OC/jLsWTwyeWjx/e0QRGhqkbGy2s5PJZrMkcLKzYdEiyMkBb2+Qy6XlUVFQWNi4i/fbwH0DQOaCRLs3/hUG1sU6eFE1hIHDH8LYRPBszN/JmC+G43I5QABBHohz2h6uLsxlUKUXpwu1zH3chvWW5+HoMCjoc4HgEREEgWbNzDz/Yj7NFd/SzjiDOk06x2NepG1C+DnB4zCDXIlDHcKbmQt5YP0DJAQksGT4Es40nOGB9Q+QU5XD/Kvnc33a9RitRiL0EfhofkH1m6apqO0WyJ4Npz9FqrYjjZ8cghKXy0alJpxISykAW8P6c2vHNznlHQvAbeZy5Jpg3gdaAMuQskM2IM1U/SL/FQ9/Cu+9d97/65+Cl5eXy2aznTeHdqH1URAERFGkW7du9WvWrDlv1vpCgoODnVlZWUc+//xznzfeeCNk+fLlAe4Z9T8ajUbTKCTEs1kdRVHk3nvvLX3ooYfOq2i/du1a/datW/WZmZk5er3elZGRkWw2m2UAKpXK5Y5dSUtLs5aWlqpqampk/v7+runTp1dNnz69KjExsYXT6TyvYwYMGFA7c+bMZuvXr8+tqKg4b6zmjunZuHGj18iRIxOHDx9eFx0dfVkffF9fX9f48eNrx48fXztu3DhWr17t265dO4tCoWDw4MGGwYMHG1q3bm1esmRJYIcOHUy/pI+uv/76mmXLlvmnpKRYBg4cWCOTyRBFURg1alTV66+/Xnzh+k374pcyefLkuFWrVh3v3LmzecGCBYFbt2695DyKKF5a617svrsY7pge9/uqqiq5TqdrtMxd6h549tlnQwRB+FVi+2L32OXa9ku4XB+o1erGD+VyOQ6HQxBFUUhISDAfOHDgojFBF8bSWSwWmVarvaLxdVeSv9OE/sWusiiKYoMoireKojj1ckkMRFF8SxTFDqIodggOvqzV8lfhEs+/tjqVDqVcSVF9EeXGcpyuv8Tj7mcxADX8vOApQ6rFo0aqxfNfz07m4twM9X9d/P2tcbmgvh5OnoTiYikux2iU3u/bJyUquP9+KVObTCZ9FhMDWu15gufTVJg4FJROCHGpaXnazrpYO08p+3Hj8Kcw1J8hMCKBoIgE9hQfZNjyQdidbk8dNeL0w3SvLGdAoZnKwmBeejCQ+rYzQG6D9S/+RPCIokByioEXXzlOrGIT7YyPYdC04HD0c7SKj0HpVjxOCwgCNlUwz2x/lnvW3UP78PasuH4FRXVF3Pn1nRyvOc5bg99iZNpITHYTUT5Rv0zwuOxgKgFjAdQehR3DzwoeaXpcFOQIwDHveEAg0lJKlSqQwT3X0KfPOgrPCp47TadRqQN5T5DRCsnC4xE8HpoSHBzsdDqdgslkavx/P3z4sFdOTo7K6XSyatWqgO7duxt69erVkJmZ6Z2VlaUGMBgMskOHDqkBvLy8nO5MY6WlpQqn08mECRNqn3322eLDhw/rAgICXGFhYbYlS5b4AZjNZsEdrxEXF3fRjF2/lYEDB9YvWbIkyN2ekydPKouLixW1tbVyX19fp16vd+3fv19z8ODBi/716vV614033lg5ceLEaHefOBwO7Hb7T8Y/U6dOrXzggQdKMjIyzD/dk0S/fv0aRowYUTVnzpzLZjpbv36915kzZ+QguRzm5eVpYmNjbQcPHlS7Xd0A9u/fr42KirK1adPGUlxcrHJfj8WLFwd27979JxaHW265pWbdunX+K1euDBgzZkw1wIABA+rXrl3rX1xcrAAoLy+X5+XlXXT+8K677opcvHix3+XabjKZZNHR0Xar1Sp88sknAe7lXbt2Nbhd1BwOB9XV1bI+ffoYv/76az+DwSCrr6+Xff311/69e/c2AJSWlqo2btzoBfDxxx8HdOnS5Re5113Ipe6BAQMG1H/55ZcBbrfG8vJyOUDbtm0b3nnnHX+ARYsWBXTo0OGyx+3Zs6dh5cqVAQ6Hg1OnTil/+OGHi4o8hUIhXizpRM+ePQ2rVq0KcDgclJSUKHbv3u3dvXv3i7pHArRu3dpSXV2tcPeN1WoVMjMzLzn8ycvLU7ds2fKS9+Tfnb+Tpec0nOcfHIXknfWXcseaOzDYDMzqPQtvlfQ3rpAp0Kv01FvrabA1EK4PR6v8+5SrtAGl/LzgMQBjkcTRZ3B55+z/ACJSn4TjGbD9bXE6JQFTWSllXJPLwWCAsjKorYWvvpKSFLitPnY7xMdDaSmcOHHerr6NhxuvB5UIKkFBn3z4OMnK3fKuTB7xfxjqzxAUkUhQVCJHz+Rx9Uf9MTmMNBbjuX077a0uhh+rpqYwlIWPBVElHIC2H8DOh6Am7mz0i1vwyGjXvoanny0gxLaDDg2P0KBJ4VDU/2jVPA6t8uy4wGUDRCyqEO799n4W7V3EoIRBzL9mPruLd/PIxkeot9bz0fCPyIjMwGw308y3GTrlL4gttRnAXAjWeihdB0eeRxRtgICAiAsBKwpO+SSSWp+DiMCbCXdwf7uXsMmlsVEbWx3DbVUU66J4R6YgHViK9HvjETweLqRHjx5169ev9x42bJgBoE2bNsYHHnggKicnR9upUyfD2LFja+VyOYsWLSq48cYbm9tsNgFg5syZxa1bt7aOHz++cuDAgYkhISH2l19+uWjixImxLpdLAJg1a9ZpgI8++ujkpEmTYmbPnh2hVCrFlStX5vv7+7tEUbzklHl6enqae0Z9yJAh1a1bt/7ZgdyIESPqs7OzNR07dkwB0Ol0rqVLl54cOXJk3VtvvRWclJSUFh8fb0lPT7/kIPOVV14pvu+++yJSUlJaeHl5uTQajeuGG26ojImJOS8OKT4+3v7UU09VXGo/bmbOnFnWoUOHtGeffbYUpJieFStWNKYVXr169fG8vDzNtGnTYgBcLpfQr1+/uvHjx9fs3LlTd88990TX19fL5XK5GBsba/3www9P6XQ6ceHChQWjRo2KdzqdpKenmx588MEzFx47ODjYmZiYaD527Ji2d+/eJoD27dtbnnzyyeK+ffsmuVwulEqluGDBgsKkpCTbhdsfOXJEO3z48NoLlzscjkarxKOPPlqSkZGRGhkZaUtNTTUZjUY5wJtvvlk4YcKEmKSkpCCZTMZrr712ql+/fg1jxoypateuXSrA2LFjz3Tt2tV8NhmB5b333gu88847Y+Li4qwXO59fwqXugQ4dOlgeeOCB0u7du6fIZDKxZcuWpk8//bTgzTffLBw/fnzsK6+8EhYYGOhYvHhxweX2P3bs2NpNmzb5JCcnt4iLi7NkZGRc1L3t5ptvPpOamprWsmVLU9O4nrFjx9bu2rXLOzU1tYUgCOIzzzxzOjo62nHo0KGLHk+j0YiffPJJ/j333BNtMBjkTqdTmDp1anmHDh0sF1t/z5493s8//3zpL+2vvxvC5UxhV/TAUkzPWlEUW559r0DytOoLFAN7gDGiKGb/2n136NBBzMzM/N1tFEWRhzc8zLzv5xHpE8m8q+fRLbrbeevYnXbMdjOBukACdYG/PFPSFcKF5CPo5PKWCjswDtgJfAj0vvJN+9vjrsXjSU39N8TplCw7VVWSlcftqlZcLImezEz4+GMphkcQJPet5s0lsWP+6VhmZzPoNw4QBFxygTE5Kj5ItTBO3p5nR76Bsa6C0OhUAiLiOVVTRMd3OlNpKjnnOjD0HdKaD+Wu7DMUHpPzwVPNKT8th9t6QMAxeDX3bMY2d3MEunar5PEZRfiZf+CqhnsxqeLIinmJmOgIwr3PWqdddhBtGOT+TFhzB5/lfMYtrW9hZo+ZfHfyOx7b/BgiIh8N/4iUoBQcLgfNfJuhUfyMXdLllGJ3jAVSYoSc+VC+AQCHTI3ibBzPIZ+WxDecxMvZQJkmlIG9vuGQfzouQUa8vZ6RpmJSZGqydM14Ra6kLZKFWIdH8PzVCIKwVxTFDk2XHTx4sCA9Pb3yUtv8GezcuVM7d+7csC+++OLk2rVr9fPmzQv97rvvjl/p4y5btsw3Pz9f/eSTT/6scPDw19CtW7fEHTt2HLtwef/+/eNvv/32yhtuuOGKphD38Oto+l3+q9tyOQ4ePBiUnp4ee7HP/hJLjyAIy4BeQJAgCKeBmaIovisIwjTgW0AOvPdrBY8gCEOAIQkJCX9UO5l79Vzahbfjic1PcMOqGxifPp4nuj/RGM+jlCtRyBTUmGsw2AxE6CN+fgByBalCyjp2uYGHCDwMbAPm4RE8AEbAB0n0ePgb4XBIFhy3mBEEKX7n1Klz7mzLl0vPbqKjJcvPBZYdNwfCYNDN0vfbIhcZl6vmg1QL18nSmDXyNRrqKxsFzxlTJT0+6HtO8AggtJ1ETNJI7jhcTFGuFx8+E0H5aQW0WA7RO+HLRT8RPP2vKef+h4rxMe2lU8N9mJXR5MUtIDjUhxDdWY8NlwNcVs6IGkZ/NootBVu4/6r7mdphKl/mfcnMLTPRq/R8cv0nRPlE4RJdRPtGo1b8THZemwHqc8BWDeYyXAceRmatwIWAXaZC5bJiFtTk+yTSui4LEXg/bjwTM95FlMsJdZgYZSygvdNKoXcsn6r8WCcItEMSPBo8gsfDpenatat5z5499b+1OOlv5aabbvIMmP/mXEzwJCUlpcXFxVlHjBjhuX5/MyoqKpRz5sz5SazWP4m/zNJzJfmjLD1u8irzkMvkzNk5h3f2vUMz32bMv3o+nZt1Pm89m9OG1WElUBtIgC7gT7f6NCBZefRcvqbMi8BLwP3AA39Cu/7umJESFkTy9wpy+09js0lip6ZGsuo4nZLVJj9fsuzU1sLatbB377ltIiOhoqKx7s6FGFTwfDeY1wXkyDApXNx0TMOyRAt9hHgWXf8hDkMdoc1S8I9oTp2ljqve6UlO1SFAlGYLwtsTOnYzDx46iSk3mjdnaik7pQaFGaalgsUfFmWCKG8UPMNHlDD17jK0hgN0Nk7DqgzjeMJClIEamvs2k0SL6ARHAwU2keGfjeFg2UGe6/scw1OGsyp7FbO3zybKJ4plI5cRoA2QkiH4NEMpv0x5DqddsuwYj4Mgw1r8FarjbyCITuqV/njba5Ehku/VnDBLKTqnGaPCm+HdPmVTxNX4OC0MNxYSJDo5oAvnR6UvRkHAGxiElN5eA5iQXGP/3mld/v38XS09Hjx48PBn8rez9PwT0Sq1PN3raQYmDOT+b+/n+pXXc1ub23is+2ONvvQquQqlTEm1pRqjzUi4PvznZ2H/IOxIAVA6Li94PkYSPDcgiZ7/OhYkoeOpxfM3wWqVhE5dnZSAwOGAvDyp5o7JJAmaHTtg0ybpMziXhrr47ASU273tLE4BPmgDT/YTKPMSibbpKFSZGFygZkW8hU5CM94Y+S4OYx2hUcn4RzTHZDPRf8m15FQdlHYiAtpAfEZ/wbSsEzQcbc7bz6opO3U2DqfLfPArhA8+AFEOZwXPLeMKGX9bJWpDFlcZ78GmCOZk4pso/DVEeIWcFTwucDRw2FDD8M/GUlRfxKLBi+gW3Y0PDnzAi9+/SFpwGh8N/widUodckBPlG4VCdomfb9EF5gqoP4rDYcHodKDMehyvuiwpjb02gkhzCQ7kFOkiiG+QLGI/BHZiaI/VGNQBdDGXYRfkLPeJxyLI8RVFBgoCg4FuSGLHgTRh4BE8Hjx48ODhn4BH9PxKOkV1YsO4DTy/43ne3f8um09uZv418+kU1QmQXGa8Vd5YHVYKagsI9grGX+P/u1IQ/hwiUhY2GZe/oJuBR5H8CudweXH0X8CGFAMVg+RP6eEvxGKRXNgMBkm01NfDsWOSkDlbsZ3sbClJQcPZGGEfH8nFreKsy77srGx1ncu4+F0s3D9IxoEQF2E2Jf5OKFSZ6HtazcZIK6nyUN4e/h5iQwPhkSn4RjbH7rQz5JOR7CnZea59goDmhs+450QVtiNRfPB/XhSfkEuFfbxLodv/4MgIKOglfbFEuGPqSa6/oQaV4ShXGadhl/txMnEh6kA9OqUGH7UeRBHRbmBXZQHXf3EbDfYGlo5YSnJgMm/ueZNX97xKl2ZdeG/oe8gEGSq5igh9xMXrhIkusBlwGY9jsVRQiwJr9V6ijz6H3GnmjCoQL2cDkeYSapW++NjriTBL8ajPpj3GM62eIcBlwy7I2aUNI8hpY4jTyhC5hp6C7LzflqaC5x9bmtuDBw8ePPyn+FeJnj86pudS6JQ6ZvWeJVl91t/PyBUjmdhuIo92fbQxi5taoUYpV3Km4QwGq4FwfTgq+ZWp+lKD5GJyuSKAh4A7kIoHLgIu4xTzn8CBJHqi8fTFX4q7po7RKFlxKivh+HHJciOTSY/SUilJQeVZLx2tVhJJ9fXSe3fdhyYxA8cC4MFBcr5McOJjlxHgUFCmspFu8WPG9ypmdDQSoQzgvaHvojTbGgWP0+Vk9Kqb2Xxy3XnNlPd/kbvqAhEP+7LkuUCK8oXGFNT0fQxkDtjwAgAyAe69P5+BQ+pRGI7R2XgXTpkXBcmL0AUH4BSdhHoFS9rIXs9Xxfu5Zc2dqOVqPr3hUwI1gcz7fh4fHvyQAfEDeP3a13G4HOiUOsL14T91mxVFRLsRq6WEBlMZdS4LJoeZ8LwFhJ/ZCkCOdyLJxmOIgE2mwsdej02mxCzTMrbLEr6KHAyCgEx0cIOphP4uK53VIXir9I2TI06keEEn0iSBR/B48ODBg4d/Ev8q0SOK4hpgTYcOHSb9Gcfr3KwzG8du5Lntz/HOvnfYdGITL13zEh0jOwIgE2To1XosDgsFtQWEeIXgq/b9Q60+ZqQSyZcTPIVImdr8gcV4go1dnItD8NTi+QsQRclVrbJSis0xmSRhU1YmWXpkMlAqJcvPxx9LSQtAEjcOx7lsbMqzcrVJDE+NBmb1U/B6OyeC6CLQoaRKaSfR4sWLmxUc8arlkc4QpPDhg0Fvo7dBRGQqPpFxuFwubl8zlS9yVtJorgFIGcFk/SCU+5Qs/V8Ep44JCDIR0SVAxG5osxh2PAw1zVEoRB557Bi9+jYgN56gi3EqLkFNQfIi9KFhNNgbiPaJRC6T47LVsiRvE1M2PEy4dzhLRyxFLsj5v+3/x2c5nzG6xWhe6PcCZocZX7Uvod6h5wseUcTuNNFgqcBgqcZqq8XiMKGqPUxM3nz0tiqMMh0WuZoU4zFcyJDhokIdRJS5hGzfllzffRVmdTA3GQsYYKmiBXb0mlB0umbI5CocSELHhTQ54I/kyqbGYyn24MGDBw//LDxhDL8ArVJLvaX+ooVIvVRe/F/f/2P59cuxu+wMXz6cWVtnYbafS5OrUWjQKXWUG8s5XX8am/Mn6ep/Ew6kOB4tlx6AVCMVH7Uh1dK4bAWz/wAiUqa2cDxxCH86oihZdPLyJFe1o0chKwv275eEjdksubYZjfDee1KB0VOnpGVwzpKjVoNGI4mds4LHLoNXuyqJv1/Oy+0d6J0KbHIRjVPGwm+V3L25gYd6WJjXFa6J7ceqaxcTLGqIiEzDJzIOURR5cOOjfHDgbQTkSHeKBgISuDH1KfwOwCfPxVGQJ0Mmd0mCBxcMuA+MobD9cVQqJ0/PyqF33wZkxlN0MU4BQUZB8kL0YVE02E0E6wLRKrU4bfW8dPATJq67j+TAZL644QucopOnvnuKz3I+Y3L7ybzY/0XMdjP+Gn/CvMMaBY8TMDrMnDYVUmQsoMJcgdFcTqW1jPKiFSRkPYneVkWhJhIvl4kgew0iUKPy5ahPClHmEt6On8TTnT9mpuEEn1ft4UFTIVcJEOrdHLV3LGa5CsPZYwUBsUAcUnZDDR7B4+GXYzQahY4dOyb/1uxts2bNCnEXG/2jiIyMbFVaWnrepO/SpUt9H3/88bA/8jgXw263M23atMiYmJiWKSkpaSkpKWmPPPJI43EFQWg/bNiwuKbr+/v7p/fu3TsBYMGCBYH+/v7pKSkpaXFxcS2eeeaZEPe6999/f0RISEhr935TUlLSKisr5QaDQTZ06NC4pKSktMTExBbt27dPdhfXfOSRR8ISEhJaJCUlpaWkpKRt3rz5sn+NGRkZydu2bfMYeX8Bubm5qsTExBYA27Zt002YMKEZwNq1a/UbNmxo7OcXXngh+LXXXruiyWNHjhwZ+/777/sDDB48uHnTorT/Jf5Vlp4rhcPlQClTUm+pR6PUXLQQabfobmwat4lntz3Lor2L2HhiIy9d8xLtI9oD56w+ZruZgpoCwrzD0Kv1v9nqIwLlZ19fyj3LAtyGlNHtEyDxNx3p34UBaRDn+1c35L+EyyVZdIqKoLxcislpaJBETkODlKlNJpMsPl9+eX5GNjiXlECtljK5mUznPgK+aqHkvoEyjntb8XVISQQEUWT+RjnxFVYeGqwizwfaBaTxbvv7SfdLwWqsISIyFX1ELKIoMmvbc7z0/VzkghKnyw4yf5Cb6XvVAuKzVCyZnUDhMRlyhYjTIRUcpeVyiN4Fq99GJ9fxzLO5tG1nBWMRXYxTEEQXp1Lewjs8BovDjE6pwV/jh91Wx5O7XuOFPW/QI6YHC69dSImhhBlbZrCraBePdnuUuzrchcFmIFgXTKAuEAQBM1DntGCynAFHAy7Rhc1cwVGHkV2ijamHZ3KVMR8nMqoVPkRbihEBFwJfRg6hU9WPxDSc4qMWM0n0T+cJYwEKpQZvZKjV/jh0MTSo9KiBEKTJlCvjkOvhv8Srr74aNHTo0BqF4rcNNxYtWhQ6adKkar1e7/r5tX87N998cx1wRdMkOxwOpk+fHlleXq48evRotk6nE2tqamSzZ89uFD1ardaVm5urNRqNgre3t/j555/7hIaGnpeScsiQITWLFy8uLCsrk6empra8+eabaxISEuwAU6ZMKZ81a1Z50/Ufe+yxsJCQELu7iOXBgwfVKpVK3Lhxo9e3337rd/jw4SNarVYsLS1VWK3WP2VOw+Fw8Fvvid+K3W5HqfxrHNp79Ohh6tGjhwlg8+bNem9vb2f//v0bAB5++OHfVCj1tzJ16tSK//u//wv75JNPTv2Zx/078K+y9AiCMEQQhLfq6v7Y3y27044oiIiCiMlmotpcfVGrj7fKm+f7Pc+ykcuwOCwMWz6M/9v2f1gc5wrbapVadCodpcZSSgwl2J0XT6/7c9QhDeB/Kr8kXMDdSBVeXwE6/aaj/LswAn54avH8adhscPo07NwJ27ZBbq4Uq1NTIyUfqKyUrDc2G3zxBcyc+VPBA5JVx9tbyuzWRPAcjlLS5y4vhoyyU6y1I4jgEkWe2SKw9kMHa9K1XDcGTGGBvNn1f3ze7x1S1JGIFjPRcW0kwQO8uud1nt7yJEqZWhI8QhiINaR2epZOx2JY8nQihccUKFUiTsdZtzelCfo/AqVt0Z8Yw5wXc2jbzopoLKWrcQpy0cqp5DfRhTfHKTqkbNfeoVittUzeOIMX9rzB8JThvD3kbU7WnOTB9Q/yfdH3zOk3h7s63oXRbpQmRryCqBYETjitFJtKsDacQnBaqbCZWWGt4javaI5U/8gLO0YTb8zHoPBCwIW/Q/oNzNUnsyDpbgaXfIVSkHO45WwS/VvjpfRDK1fjI1Oh1EUi1ycRqtLTHMmq44tH8Hj4Y1ixYkXg6NGja0Ga4e7QoUNy//794+Pj41uMGTMm2nk2Uclnn33m06ZNm5S0tLTUgQMHNq+rq5M9++yzIRUVFcqePXsmderUKcnhcDBy5MjYxMTEFklJSWluK0dWVpa6S5cuScnJyWlpaWmp2dnZv3oWe8GCBYHjxo2LBmlWfMKECc3atm2bEhUV1co9Qw7w1FNPhbZs2TI1KSkp7b777otwL+/Xr198ixYtUhMSElq8+OKLjTWudTpd23vvvTeidevWKRs2bPD++OOPg995551CnU4nAvj7+7vmz59f0rQtffv2rVu5cqUfwLJlywJGjhxZfbE2h4WFOaOjo61FRUWXHcmXlpYqIyMjGwcb6enpVq1WKxYXFysDAgIcWq1WBAgPD3fExsbaAVavXq1PTU1NS0pKShs1alSs2Ww+TwzNmTMneMqUKVFN+2/8+PHNAN54442AVq1apaakpKSNGTMmxm3la9oXmzZtuqSnfVOrhHs7kO6fjIyM5AEDBjSPi4trMXTo0DjX2cQ1kZGRraZOnRrZqlWr1FatWqVmZWWp3fu6/fbbozp16pR05513RmVnZ6u7d++e2KJFi9T27dsn79+/XwNQVFSk6N+/f3xycnJacnJymtsS8/TTT4cmJia2SExMbDFr1qwQkCw4zZs3b3HjjTfGJCQktOjatWui0WgUALZv365LTk5Oa9OmTcr8+fMbrXBr167V9+7dOyE3N1e1ePHi4IULF4ampKSkrVu3zvv++++PmDFjRijArl27tOnp6SlJSUlp/fv3jz9z5owcJAub+/xiY2Nbrlu3zhsk8XjHHXdEue/JuXPnBgG4XC7GjRsXHR8f36JXr14JlZWVjQpzwIABxu3bt/vYL1He4d/Mv0r0iKK4RhTFyb6+f/w8vk6pw1/jj1qhxu60U24sx2gzXnTdHjE92DRuEze1vIk3Mt9gwEcD2F+6v/HzC2N9DFbDr2qLBcnKc7nYnGeAr4EZwNBftfd/J2YkgRiCxzXniuJ0SgkGsrOltNK7d0vWHbtdsuq4Y3dcLsmCs3o1zJghCaML0WrBz09KWmA8912r8FMyYYIf6RPt7Aw0IRPBhcj938P3b7s4nhBA10kCe8JFHk2fxtbBn9I/MAOLsYaQkDhiWnVDGxwBgsCHB5dw7zfTUcm12J1WcIUDZQQl3cj1VYNY/HQ8hceUqNRgtzWJ8+k8D3yL0O+cw4vzj5GaZkdsKKer8Q4UYgOnkl9HF5EIiJjsFiK8wzBbahj11T18kL2K29vdztz+c8muyOa+9feRfSabNwe/yU0tb6LWasTLO4I6rT8FThu15nI0xgKcTjMHBBXPuhxc55fA5woNH2y9lqey/w85LoyCFr2jARngFOTMbDmDoz4p3Ju3gFqflpxs/T/wSUZQBeIjkxGm9CbCO4EY71ii5Sp88CT1+Ddz2200y8gg+Y983HYbzS53TIvFIhQVFamTk5MbfboPHz7s9corrxTl5uZmFxQUqBcvXuxfWlqqeO6558K3bduWd+TIkaPt2rUzzZ49O/TJJ5+sCAkJsW/dujXvxx9/zPv+++91paWlymPHjmXn5eUdueuuu6oAxowZEzdlypSK3NzcI5mZmTnR0dG/ezRXXl6uzMzMzFm9evWxmTNnRoIkzI4fP645dOjQ0aNHjx45cOCA7ptvvvEGWLp0aUF2dvbRAwcOHFm0aFFoWVmZHMBsNstatmxpPnToUE5AQIAzPDzc5u/vf1mr1dixY6uXL1/ubzKZhKNHj+o6d+7ccLH1jh07prJarbJOnTo1+tO7B9MpKSlpnTp1SgKYPHly5auvvhrWpk2blHvuuSfC7do0bNiw+pKSElVsbGzLW265Jfqrr77yBjCZTMIdd9wRt3z58vy8vLwjDoeDuXPnBl/Qxpqvv/7az/1+1apVAWPGjKnZt2+fZtWqVQGZmZk5OTk5R2Qymbhw4cLAC/vimmuuufgA6mc4evSo9vXXXy86fvx4dmFhoXrDhg2NQyEfHx/n4cOHj95xxx0Vd999d+O9mZ+fr9m5c2fe22+/ffr222+PeeONNwqzs7OPzp079/TUqVOjAaZMmRLdvXt3Q25u7pHs7Owj7dq1s2zfvl338ccfB+7du/doZmbm0cWLFwfv3LlTC1BYWKi55557Ko4fP57t6+vrXLx4sT/AxIkTY+fPn1944MCBnIu1Pzk52TZu3LgzU6ZMKc/JyTkyYMCA8/phwoQJcc8999zpvLy8Iy1atDA/8sgjjcLa4XAIhw8fPjpnzpyiWbNmRQC8/PLLQb6+vs6srKyjBw8ePPrhhx8G5+TkqJYsWeJ3/PhxdW5ubvYHH3xwat++fY39JJfLiYmJsfzwww//OTdFj3vbz1BvrcddwFUQBLzV3uhUOgxWA5UNldSZ6wj2Dv5JZja9Ws8L/V9gUOIgHlz/IEM/GcqdHe7k/s73N9bu0Sq1OF1Oig3F+Np8CfYKvnTtjbM4keJ41Fxasb4FvANMBCb/jnP/t2BByjblqcVzhXC5zqWcLimRrDg2myRq3HE8VVWSpUZ9dgL2iy9g167z6uk0otVK1p2amnNJCwCLVsHzg/2Zm1KFSVaL/KzYuX0v3L9bxgcDw8joegYrtdzUfBgPt56Kr6DFYqjFJzCcoIhElNpz7uqf53zO7V9ORCXXYHWYwBkE3lbUujQmyx/l/SfjOH1MjVoDVgs0Ch59MXSbgzp/GK88HER0tBOX6QxdDVNQumopTH4DbUSqFJ5kNRGk9cdormH4l3ewq3QfT3R/gvGtx7OneA8Pb3yYSlMl7w/7kPbRXcm3N+DjE4lZqUVtPoPaXk01ClYr/PhaJrBVHYjCZWP2oRnclzMfACcCckS8RamvjupTmN7uJT7cfTth5hJORo2iPHo0cqUPIQo1IQho1AHIdTGgulwKFA8efh9lZWUKvV5/XjBPq1atGtLS0mwAo0ePrt6+fbu3RqNx5efnazIyMlIA7Ha70L59+58MilNSUqxFRUXq8ePHNxsyZEjd8OHD62tqamTl5eWqcePG1QKctaD87qrrQ4cOrZXL5bRv395SVVWlBFi3bp3Ptm3bfNLS0tIATCaTLCcnRzNw4EDjnDlzQr/66iu/s+etzM7O1oSFhTXI5XImTJhQc7FjvPLKK4FvvvlmaG1trWLHjh1H3S5qnTp1Mp8+fVr99ttvB/Tr1+8nritr1qzxT0hI0BcUFGjmzZtX4LYawcXd27p06WI+efLk4S+++MJnw4YNPl26dEndunVrTrt27SxZWVlH1q1bp9+0aZN+/Pjx8TNmzDjdsWNHU1RUlLV169ZWgAkTJlS9/vrrIUh5kwCIiIhwNGvWzLpp0yavFi1aWE6cOKHp37+/8fnnnw/OysrSpaenpwJYLBZZSEiIA6TB9qX64pfSqlWrhvj4eDtAixYtTPn5+Y2Dr/Hjx1cDTJo0qfrJJ59sFD0jRoyoUSgU1NXVyfbv3+89atSoePdnNptNANi1a5d+1apVJwEUCgWBgYHOLVu2eA8aNKjWx8fHBXDttdfWfPfdd/pRo0bVRkZGWrt06WIGaNu2ramgoEBdVVUlNxgM8muvvdYIcNttt1Vt3rz5F8/CX7j9pEmTqkaNGtXc/fmoUaNqALp06dLw0EMPqQA2btzok5OTo/vyyy/9AQwGg/zIkSOarVu36kePHl2tUCiIjY21d+7c+bzZ9aCgIMfPWQj/jXhEz89w06c3UWoo5fHuj9OlWRdAstT4anzxVnlzpuEMJ6pPEKAJINg7+CcxOr1ie7F5/Gae2fIMr+15jQ0nNvDSNS+RHpYOgFwmx0ftQ4O9gYaaBsK8w/BWX9qGU4kkfC6VdWwNMAupYvpMPFYNG9K/XySeWjx/KKIoCR2DAc6ckWJ2qqsli467To7BIFl5nE5JyAgCfPKJ5MJ2MbGj0YCXlySQmogdl0LOkv6hPNquijLlGRQuQIBRWfDED0q+6xlDr7vPUOYspmfoVcxodz9JXs0wGWtw6kSapXZCpw9o0nSRDSc2ctOqMSjlaiyOBnDqITIKofo4twe9zIdPJFF8XINaC1YznDeG6vc4yJw81+82oqNFnKZquhimonad4VTy62iiWgJgcVhRK9TUmau5bvUkcqpPMP+a+QxKGMSOoh08uulRrA4bb12/nMjQ1hQ4LETqI/ESrTQYSykSZKxVBbNWoeG4QodcdHLVme9598eJJBvyGuN1ZGfbJiLwbIvHUcl0fLNtKC6ZmiMpj+EK6kCMyp9ABFSCEnThoI2EK5RC38Pfk/feo+jPPqaXl5fLZrOdN9d04X+kIAiIoki3bt3q16xZc/Jy+wsODnZmZWUd+fzzz33eeOONkOXLlwcsWrSo8Ao0HY1G0/ild098iqLIvffeW/rQQw9VNl137dq1+q1bt+ozMzNz9Hq9KyMjI9lsNssAVCqVyx27kpaWZi0tLVXV1NTI/P39XdOnT6+aPn16VWJiYgun03lexwwYMKB25syZzdavX59bUVFx3ljNHdOzceNGr5EjRyYOHz68Ljo6+rKZInx9fV3jx4+vHT9+fO24ceNYvXq1b7t27SwKhYLBgwcbBg8ebGjdurV5yZIlgR06dDBdbl9urr/++pply5b5p6SkWAYOHFgjk8kQRVEYNWpU1euvv1584fpN++JyKBQK0e326HK5sNvtjX2jVqsbr4tcLsfhcDR+JpOdu9UEQWhcz9vb2wXgdDrR6/WOnJycI7/k/MSL/U+dO5em7RDNZrNMFMUrWpPRfU8qFArc94soisK8efMKR44cWd903bVr1/peri1Wq1Wm0+muaJzc3xHPxPdlEEWR65Kvo6TuNKNWjuKmlTdyoOxA4+dymZwwfRix/rEYbAZyzuRc1FXNR+3DvGvmsWT4EuosdQxZNoQ5O+dgdVgb19EpdagUKk7Xn6bcWH7RmKF6pGxsl0qtshuYDrQHFuAZ5Ltr8UThcdv5Q3ALncpKOHFCqqdz7BgUFEhFRN3WHYNBit8pLZWEjMsF774LTzwBmZk/FTwaDQQFSfuuqjp3OLmcLd2jafuAjgmdSjgjl74v/fNh11Itw5StuWlqMPckHUfvFcCSXgv4uNcCYgQ/GqxGguNbEZvWpVHwOFwO6ix1fH3sG65feT0yQXFW8Kih1VAoP8DwiP/xxVPdKD6uvbjgidwN6Uu4LmwM6TGROE21dDZMRessoSh5AZooaTLD6XLicDmobKigz8ox5NcV8d5173FN82vYcPI77v32PlwIvHzDp4SHtsJmN+On0WO2lbHfbmCmJowhXnG8rAkgX65F52jgxb33s21jD2IbpNhTARoFT6UqgAldVzCm7DseOfwEFm0kRelzCA7pQrI6kHBBQKXQgT4RvGI8gsfDn0JwcLDT6XQKJpOpcfR1+PBhr5ycHJXT6WTVqlUB3bt3N/Tq1ashMzPT2x2HYTAYZIcOHVIDeHl5Od2ZxkpLSxVOp5MJEybUPvvss8WHDx/WBQQEuMLCwmxLlizxAzCbzYI721tcXFyLP/J8Bg4cWL9kyZIgd3tOnjypLC4uVtTW1sp9fX2der3etX//fs3Bgwcv+jet1+tdN954Y+XEiROj3X3icDjOG9S7mTp1auUDDzxQkpGRYf7pniT69evXMGLEiKo5c+ZcNjHr+vXrvdyxIRaLRcjLy9PExsbaDh48qG6axWv//v3aqKgoW5s2bSzFxcUq9/VYvHhxYPfu3X8yuLnllltq1q1b579y5cqAMWPGVAMMGDCgfu3atf7FxcUKgPLycnleXt5Ff3DuuuuuyMWLF/tduDwmJsa2d+9eHcDSpUv9mgqby7F48eIAgHfffde/bdu2P3EJDAgIcEVFRdnee+89f5AE1ffff68F6Nq1q8HtwudwOKiurpb16dPH+PXXX/sZDAZZfX297Ouvv/bv3bv3JeMRgoKCnN7e3s5vv/3WG+CDDz4IuNh6er3eaTAYfjJECwwMdPr4+Djd8TrvvvtuYOfOnS/rBti/f/+6N998M9idgOLQoUPq+vp6Wc+ePQ0rV64McDgcnDp1SvnDDz+cZ9Y/efKkum3btpaL7/Xfi8fScxkEQWBy+8lc5Qjjs9MbeDVvCdd+fC0DYvvzULeHSQlJA6SU1PGB8dSaaymsK0QtVxPpE/mTLG994vqwefxmnt76NAt+XMD64+t5ecDLtAptBYBCpsBH44PBasBoMxKuD0enlFwubUApl47jOQ7cimTReJ9LJzj4r+CuxRON5Aro4XdgtUrxOLW159JE19dLbmxWq1QvR6GQLD3l5ZJFx9tbit15+21JFF0MtRp8faX9WM799opyObnpzbi3l4lv9YWNMzOdTsNTe72RtWjJjPE1bHQcIlDux3NtHuWW5sMQzSbqjdXow2MICW2OUqFCFEXMdjN1ljq2ntrGewc/ZFP+epRyDRaHEVxy6Pw47J5Ju+Dx/DB7IiUntGi0YLnIUEM7fBpqRSATU27Faa7nKsOdeDkLKUp8GVVUO6n9okiD3czJ2gLGfT0dB7Ds+uWE+cWx7Pg65n73JEHeocwduQydLohKaw0RKhVbEHlXF81x2dnxgSCgc9roVrGVN/ZMId54AqegROWyIiKJHgHYGdSV8pDeLNp7D1pLKfVBPTHHTyJcF4bW7S6rCQJdDCj/61W6PPzZ9OjRo279+vXew4YNMwC0adPG+MADD0Tl5ORoO3XqZBg7dmytXC5n0aJFBTfeeGNzt7vRzJkzi1u3bm0dP3585cCBAxNDQkLsL7/8ctHEiRNjXS6XADBr1qzTAB999NHJSZMmxcyePTtCqVSKK1euzPf393eJonjJwXJ6enqaeyZ8yJAh1a1bt76kuHAzYsSI+uzsbE3Hjh1TAHQ6nWvp0qUnR44cWffWW28FJyUlpcXHx1vS09MvGoMD8MorrxTfd999ESkpKS28vLxcGo3GdcMNN1TGxMScF4cUHx9vf+qppyoutR83M2fOLOvQoUPas88+WwpSTM+KFSsa8/WsXr36eF5enmbatGkxAC6XS+jXr1/d+PHja3bu3Km75557ouvr6+VyuVyMjY21fvjhh6d0Op24cOHCglGjRsU7nU7S09NNDz744E8yjAUHBzsTExPNx44d0/bu3dsE0L59e8uTTz5Z3Ldv3ySXy4VSqRQXLFhQmJSU9JNaHUeOHNEOHz689sLld99995nBgwcntGrVKrVHjx71Wq32F1kkrFar0Lp16xSXyyV88sknJy62zrJly05MmjQpZs6cOeEOh0MYPnx4defOnc1vvvlm4YQJE2KSkpKCZDIZr7322ql+/fo1jBkzpqpdu3apAGPHjj3TtWtXc25u7iVnjd59992C22+/PVar1br69OlTf7F1Ro4cWXv99dfHf/PNN34vv/zyeZbK999//+TUqVNj7rnnHll0dLR12bJlBZc75/vuu6+yoKBA3apVq1RRFIWAgAD7119/nT927NjaTZs2+SQnJ7eIi4uzZGRkNIq1oqIihVqtFi+85/4LCJcz3/3TEARhCDAkISFh0rFjx/6w/eZlfou3bzBGewPvHPmIhblLMTpMDI8byAOdHyA2NLmxlojT5aTMWMaZhjME6gIJ8QppjOFpysYTG3l4g+TPf0+ne7in0z3nxQU5XA5MdhP+Gn8CdEEUy+S4uLhbWwUwBCl2ZQ3SQP+/jIhkFYsEfP7itvwcbudzV5NH0/cOJHdG59nX7nvAnU5YyRVyYbTZJKFTUyOJHJlMsthUVJxzWdNopOfycslCI5OBXg85ObBqlbTuxVCppAQFZ86cZ/UR5TIqkpvxeB8XSwJO4xBERAFalMMTB30ITWrH+83rWSEeAkHg9uSbmJ42ES+njAZ7A4rAIELDEvHS+uBwOTBajRTVFbEmbw0fZX3M0TPZqOU6Yn1bkFu9B0QBurwOex8hVNkc2aJtlB73Qa0VsTYmKnK3TyB2yJsUtL+TB5Nn0t+/N53q70Jvz+N00nwU0V0az8NgNbKreA93b34KH7Ufr474GIXGj415a1m4bRbNAhN5cvhSvGUClS4LnwYks1Plg/VsHR6900ZrUwkVMiX3ZT/L1OMLsSi8UTuMjdfaKlOhdtn4IXIYETIvIos/RUCkLvpm1BGD0GpDEEQXyM66s+mipNce/rUIgrBXFMUOTZcdPHiwID09vfJS2/wZ7Ny5Uzt37tywL7744uTatWv18+bNC/3uu++OX+njLlu2zDc/P1/95JNP/qxw8PDX0K1bt8QdO3b8IYO1yMjIVpmZmUfDw8N/W0Go/xDPPPNMiI+Pj+u+++77S38brhQHDx4MSk9Pj73YZ/8qS48oimuANR06dJj0R+7X7LCgdTnxVnpxb/odjE+5kTePfMi7eZ/wZcG33Bg7mHs73E14SHPkasnKE6ANoKi2iDxLHqFeofhr/VHKzw06+jXvx+bxm5nx3Qxe+uElvs3/lpeueYmWIVI8gEKmQK/SU2+tp9DWgEYfTuBF6gMZgXFAFfApHsEDUirvUP5cwXMp0dJUvLgfziaPn5u+knFuRt/9uh5wR4IKSCLI6+yzit/xpbbbpZTQNTWSBUcmkwSK3X6uxo5MJsXnOBySS1tNjVQ7x9tbSkzw7beSFQikiYCmkypKJQQGSvtpIohEmQxDfBTze6p5OewkdQrpPyu6Fh7L8iM+IYN1A8y8zx5qXA0Mju7Hk+nTaaYMwGxpwOjjRVBsOn76YIw2I/lV+RypPMKnRz9lTd5XVJsr8dOEkOjfjhLj8bOCB2j7Ghx/E7VLhvjByosIHjcCV3U/xrGrniZRnUIf3950rJ+O3p5DceKL5wkei8PKqmPreGbnXCJ9Y/i/kcuwCjK+yFrG0l1zSYnoyJShb/OV1pfNXmHUyqUJEZXoopu5nH51OazxScDLkMvm3ZOINJ3GItejcRgQAYcgxyZTISBwqtlwkixlBJz5Ars6BGvCXfgGdkCm8gWXDRR6yZVNEwiCx5PZw19D165dzXv27Kn/rcVJfys33XTTFa254+H380cJHg+/Dj8/P+edd95Z9fNr/vv4V1l63HTo0EHMzMz8w/a3fst7aH388VXq8VHpUZ2dMS03n+HV7Pf56PinyJAxPm4Y01LHExjWHLRanHIZ1eZqygxlqOQqgryC8NX4/iRD2/r89Tyy8RGqzdVM7zSduzPubhRIJqDQaUduNxOgC8RfF9hYmd2O5NK2Dcmlre8fdsb/XIxINUZ+S2rqS4kWkXOWlqZWF/f7ywkXdxvcgqXps4zfb6URke4Dd1vc+/YCdEiufUouE9/lcEhCp7ZWSh4gCJLbmUIhLTt1SnJbU6sly47ZLLmtGQySiHE4pNTUO3ZI1iE4ZxVyo1JBQIAkdppadmQyTM2b8XGGlueaFVCglVzcghrgwaP+pDXvRFYwvCtmku+qpG1AC55u/yAd/FJxWBowqeWoA8Pw1gdQa66l2FDM0TNHWZ23ms0nv8PushGojcTuNFNvO1fmQubQ42o1D5S74NCH+K9fTc2uwag0YLM0vSKSE1nfvoUEjf4/lpe+xYstXudW8V387QcpSfwfQoz0rXMABpeDlzPf4d2975AW3oaHr/sQk83Mt4c+4IvMN4lsfjX265dRoT3r5i2KNHeamFCfT2vzaRbqE/leE8xre6dzy8nFmFQBKG11KJHi+457x9PcmI9VE8qZiCEEl29G23ACm28bZPG3o/BNA5lcarfHne0/x9/V0uPBgwcPfyaXs/R4RM8v4Nst7xLoG4FVtOF0OdEptPhrfNHI1AiCQJGxhPlZb7Hq5Fdo5RomxY/ijvjR+OiDwdcXs0Kg3HQGo92IRqkhUBuIj9oHuezcULTaXM2M72bwec7ntAxpyUvXvERicBpFnE1PLYqYbA0o5QpC9BGoFRoeApYBLwA3/2Fn+8/FhNRX7tLWF4qYphaWC0WLew7SHSvBBe/dYgLOCZY/Srj80bg4J4TOJjpDyTkhpHI6UZrNCLW1kgubIEjCRKWS3NUqK6U4HKMRdDpJ8BiNkthpaJDel5XB+vVSPR63wFEoJBHkRqmUEhSUlZ0vdgQBc/NoNrX15bnIfH7wl9zfvWxwT64fbaOvojxYw1LHfn5wnSJCG8rj7e5hWGQ/HCYjtVix+upAo8XqsFJvrWdPyR6+zPuS/WX7kQsK1AodJns9ICAX5DhFB+qGJGwljyLeeROol8La2/Ha/xgNq/8PpVrEbr3QGiIy4NpjjLg1j7uPXE8n/658Gmok0J5JacJsXLEDsAK1QJ3Twfwdc/nqyCo6xvRk+uBF5DjtLN3zGif3LoJWN8PQ90ChQuNycK3lDBOMJ1E7THyoC2e5bwpDTq/h3d134GutpFITTrClGAGoVfpQrosmuS6LOt+WmPw6EFL8KTKnCWfYtSia3Qg+zcDlAJnK4872H8Ujejx48ODBI3p+Nz/sWo5NrUSOHI1cjU20YXc5UcmV+Ct98FLqkAkyjtWd5MXDC1lbuBE/lQ93JY/l1ujr0Co0uHRaatUilU4DLgHUcjWB2kC81d6NlhuAb459w6ObHqXOUsdtV93LmI534d3ELc7utGF1WFnh24zXlTqmAw//YWf69+Bilpamy5oKF7doMZ1dJ4zzrRpNRYzA+QLmQqvLvxmHy4XdYsFpMEBDA4IoolEq8VIq0QBKiwVlRQUUFkqubXq9ZLGpq5Nib0wmSdRkZ8N338Hp0+d2rlKds/KA5O4WEiJZdppYfERBwBLXjH2tgngpJJ/Pw+twCaB0wcR8X7qEZ2AL8metPZs1riNo5BruajGB8QnX4zKZqHIYMHgp0Hj7AQJmp5n1+etZkb2SClM5CkGJQ5TiMvUqP4y2ekRc6Mr6Y6p/DKb3hAwZmpOZ2D7qhryoM/Z3NqBUyrDbfip4rht5mPHjbbx+egbbzmxiV3xL2gv7KU54mprYwdQg3XdGh5WXN81g54mNZKRdT/C1C9ml0FDzzd1w4H3ImAYDXiHGamCk4STXOeoQcfGpJoj3fZLQ2OtZ+ePt9Cr+khp1OGp7DTqXBRHYHD6QzlV70NqqqQrrj0IU8C3/FlHpiyx6DERcDeogcNlB4Q3esaAO8Liz/QfxiB4PHjx48Iie30dVFXn5u1H7BlBrrafObmgUPy6cmJ025IIMP5UPeqU3CpmcrOoc5hx6g80lOwnRBDK9xUTGRF+LyiVgEe1UyCxY1HJkGg0KmZJAXSDeKu/G/O7V5moe2vwE63K/JDW0NU9f8xIJQSmNTVqt0DJL688gq5FX5Uo0F0mU8HfFiZRwwc75lpemj5+7Iy90FXMLn2Z4UlOfR9NaOkajJECUSlCpEAUBB0hC6MwZhLIyZC4XOo0GL4cDdVUVyupq5CaTFNPz/fdSzI6hSbZOtVoSSG5kMsmyU1n5E7Fji40iu2U4S/X5vBlXhVkJMheMKPHhWu92EBrG9/YTLBUPYhbtjIgZwMTkm/ByyXG4nBi8FMi0OjRqHWWGMlYcWcE3x7/B4TpnWQrQhiETBCpNpchFDcrcsVjUDyF7JB5Xqgz96RyCvpvD6ZMrcBp9cb2xD4U9GIftQuc/kTE3H+G6UXWUC8e4Z/8Epgc142X/IrLin6QobjhWJHFttDbw1MYnyC/cjrrrI1j7/g+Zw4zw6U04c79E1nMmXTtO4eqqLNo5DPjo/Fmv8uMtfSLlSi+ePLaQxw88htph4Jh3IkmGHATgjDqEkuCetCz5AlGmpibiOnxqD6Cuz0b0ikeIGw+BXUCpliw8mmBJ8CguldDew78dj+jx4MGDh/+Q6LkS2dtsV/eFnBzMN43CPHwwFj89dbZ6am31KASFZMURXVhcVkRRRK/0wkelRyNXs7tiP88ffJ0fz+ynmVcE97WaxMjoAcjsDmpN1VSLJmTevohaFUq1F0FeQWgVWiyCQDHwfd5ant/0GA02I5M738+4DlPZrfTiXm0AHZxW5hpKEZ02grxC8NX4XdGiWL8XK1KCAXdk6YUB+k3f/5qzcJzddxT/vtTUDqSkBYazz3VI55jGpWs1NQqdhgYpoYDLJVlo1OrGDIOIovR5SYkkUORy8PLCZbNhNxiwm81gsaAqKSFgwwb0mZkIDgfi2cQEgkZzXoppBAGCg38qdgBbTBTHWkWyRShgdnI5Fd7SB70rvRkjb4cyKJQsoYKPXPsoEw10CGjF3S0nEq8OBZeIQSOjXiXipdFzsOwgHxz8gGPV577bvupgIvRxlBkLqLFUoHaE4sq8B3vMVOSP++KMluFzdBNeW1+krHw9iDJkOaNxbnwKeX0iTvtPBc/Uifl0HVxCoJ+Oe/ZNoM58jPwYG0cTHqGk+WhcCBxS+bDZJbLji1txFe1Ecc18IttP4YzNiGnVaCj4jna9nuaeuK6oTKV4afzJ00fylj6WYyp/etRm897uqcRXbueULo5AazneThMicDB8COH2WkIrt2PRNcMU0he/kjUItmqE4B4QPRr8WoHoAkEBXlGgi/C4s/3H8YgeDx48ePgPiR43f6SlZ8SLHakuOMr0TQ0MPiHH0bcPDTeMwNgxnRpHPQZbAwqZAo1cjSiKWF1WHKITrVyNv9oPjUzNtrIfmHPoDQ5VHyXBJ5aHWk9lULM+2OwWztSXYbWbUWm8sHlpUHj7YdWH4qXUogCqTZU8v+lxNh37iuZhbSgZvoTowGTeNlXijYhLdGG2NaBWaAjRh5+X9vqvxgWYkWIezEhZxdT8cTEwTiT3oij+fnWJRCSLVj3nBIuhyftf8rhUSWwBSABaAa2B1qJIS5sNL7fQcTgkoaNSSdYXN06nlJygtFRyW1OrpYfFIm1nMoHZjObgQby2bEF94gSiTCp/KXO5sHt5oWxoaHQZFAExKAhZTY207ybnbm8WwYkWkeRai3k8rYQjwdJnrQ06brekoQ4O5ZTCzCrnYfLEM0Rrw7m39WR6BLTFajVRpbBTp3YhyJWsOrqK9SfWY7JLPaKW62gR0hVBcJFd/gMWZwNeDemYtz2Mq+so5I/KcQa68Nm9FMX3L1NdfwC5ww/X7smIP9wN9VHIlc6LCp4H7jxF6wFl4C+wsfRblhyZyQeh0CL9QT5Lu5Odaj92q3ywNJQjfHQNVOYSde0blLS9DaepCs2S/tjOZHNX1/voEZNBg91GvU8Un/gns0sbSqStnjeOvMDAvFfAYeG4vjkphjwEwKj0o7DZWJqVr0XfcJKGgAxkmkg0pWsRZCoIHw5R14J3swvc2QLPCVoP/1n+rqLHaDQKvXv3Tvr+++9zFYpfn1ty1qxZIffdd1+lXq//w6rHXyy98dKlS32zs7O1zz33XNkfdZyLkZGRkfziiy8W9ejRo/En/sL2NE3tXVRUpBg3blxsSUmJyuFwCFFRUdatW7deMuV3bm6uavDgwYnHjh3LvpLn8W/h/vvvj/D29nbOmjWr/N57743o1auXYdiwYYYL77uePXsmfPrppyeDgoJ+Wjn+D0Kn07U1mUz7S0pKFDfccEPc9u3bPdntfgP/mZTVV4LOnUfzknMuI25sIMqhZsqP25h01waiAqMIGD2cmusGUO0jp95mRClTopFLlXTsLjslpgqUgpx2Qa1Z0/8D1pds44WDb3DHjkdo5Z/Cw+l30jPsKurtRqqMlShrDZypN2FUlePvF4SfbxgBuiBeGPIWK/LW8sKmxxHfak/XLg+haT8ZZApkggwvtR6rw0JRbQHBXqHo1T5/qdXHjpRFrRZJmKi5dFHV34qIJKTCuDKCx4kkUtzWqV8rWAxI/XA5FEhptZs+Qs4+65Gy0DV9rUfq18PAIWCnKPKZIIAgIKhUJAgCrTQaWjsctLbbaelw4CWKkgtaVZWUJtpsloSOt7f0urYWrFaEqiq8tm5Ft3Mniro6XCoVLrkcmdOJS6cDkwlFw7l6e+bAQFR1dcgrK5tUsgFLdCQFKeHU1ZTwRMgeNsVJHzSzqBnfkIy/1p8zYQo2ill87ziFn8KbR1OnMjSyH3ZLA4XWMxjUAvsqD7Pm+BpO1Ej15WSCnCT/diSHdKag9iAHyjYjiiLe5YOwbH0M0+hOyL4F1Ea8ty7AcWAR9ZZilMbmsPVVnAfHg02PxtuGOsRGXcX5kwOCIDL9kQJiB9g5rbIjOODbY/+jgxpqr5pJl/QZ2AUZ/k477U/vYt+qG7FY6hBv/pqK2F60LdrJyc9uod5YxsM9H6JdZAcqZQrWRHTgG30MPi4bs4rWMPXwTIJq93PcO54oUxGphjxEoCKwC1W+bUgs/BC500xDxFA05lLkJZ+DJgqa3QBhvUDlKwkejzubh38Ir776atDQoUNrfovgAVi0aFHopEmTqv9I0XMxbr755jrOOSNcEX5L2u5HHnkksk+fPvXuQqU//vjjnzLHZ7fbUSr/fOuxw+Hgt94rv5eXX365xP36wvvuckLzjyYiIsIRGhpqX79+vdfVV199yUK3Hn49HtHzMzzU9SGuVbbgB+NR3s9bwZNddzOrq5yRxSamL3uVjq+8QUi/3tReP4SSNgkY7EZUMhVquQqlTIlTdFJpldLlXhXclm8GfMRXRZuYd2gRY7fcQ0ZwGx5Nn0aboBbkm6uow0GQS46jooyS8mK8fYORBUaxos2taJOG0HLN7by//f/Yc+xrnh7wMnEBCQCoFRqUooszxjIM1npCvMPOqwt0pXFbNuqQBuZyzmadu0LHawACkYTAxbDw6wVL0/UNP93lT9BxvmAJAppfsOxS4sUXqa7Or5Kmogh2O1dbLJJYsdkoVyo55O3NYZWKQ0olO9VqPtPpABBEkXiLhdZVVbRWKmnt709LhQKvujpJ8NhsKI4dw2vTJnT79yM4HDh8fHApFMhsNpxaLZjNyMznCpXbfH1RNDSgrZJS/LutPnVx0WS3jkVTVMQCXSZLrgKXDHwdCkZbEmnpDMAS6M1W2WnWOXMQBYFb4q5jXMIoXFYzxQ1lHHGW8s2pjewr24fNKSVGCNKE0TnyOjRaPbtPr2VN7usoRC+0uXfQsPdBzHdFI5sn4LIW4r3heUw5H1HnbEBR3B22vY49bzCCTMA/3IzotFFTqsRiPL/XBZnIpOdPEtdVRbWyiiN+kTh2DafCbmFgz4k81+oxhpjP0MpmZHt5Ft+tnogokxMw5kt6a/2JOvA2izc9hdVu5rl+TxMf1oZPvCNZHZCGKAiMqznMg3mvkXDqY0SXg0JtFAnGfCkVukxFbsxE9NZSUk4sxKXywx4xGq+K78BSAn7todkoCGgHchUgkyw9ukiPO5uHfwQrVqwI/OSTT06AZMF4+umnI/z9/R0nTpzQdOrUybBkyZJCuVzOZ5995jNr1qwIm80mxMTEWD/55JOCV199NaiiokLZs2fPJH9/f8fOnTvzbrjhhthDhw55CYIg3nzzzZUzZ86syMrKUk+ePDmmqqpKIZfLxZUrV55o0aKF9efa1pQFCxYEZmZmei1evLhw5MiRsXq93nnw4EGvM2fOKGfPnn361ltvrQF46qmnQj///PMAm80mXHvttbUvvfRSCUC/fv3iS0tLVVarVTZlypTyBx98sBKk2fvJkyeXb9682Wfu3LmnL9eGi1FWVqa8+uqrG8VYp06dzAAul4upU6dGbd682VcQBPGhhx4qnTRpUk3TbVu3bp3y3nvvFXTo0MECkpVp3rx5Renp6ZaJEydGHz16VOt0OoUnnnii5JZbbqldsGBB4DfffONrtVplJpNJ9sMPP+Rdql1uqwTA+++/77927VrfTz/9tOBSfXe5a39hH+Xn56vefPPNULvdLrRr165h8eLFpxQKBatWrfKZMWNGpNPpFAICAhzff/99Xnl5ufzmm2+OLSwsVGu1Wtdbb711qlOnTub7778/oqioSHXq1Cl1SUmJasqUKeXuQrWPPPJI2PLly4MiIiJsgYGB9rZt25oARo4cGTt48OC64uJiZdP77scff8xrao17+umnQ5cuXRoEMHbs2DMzZsyoyM3NVQ0cODAxIyPDmJmZ6R0aGmr79ttvj3t7e4vZ2dnqKVOmRFdXVys0Go3rnXfeOdW2bVtLTk6O6sYbb2zucDiEvn37nie4hw0bVrt48eJAj+j5Y/GInp/BbDejkMkZ0Kw3A5r15ljdST48tpKVirUsmwRtrb5M27qTm+7YSHB4JHWjhnB6YHfq/NQoz4ofnVyLKIrU2Y1UW2vpFppB/4E9+KJgHa9kv8OIjbfTPbwzt7SZRoI+ijpLDXKtFm+ZinpTHU9HteS0IOPlhgY69VvAtwmDeOG7Jxmz5Gqmdn2Ym9tNQi6TN1p9LHYzhTUnCfEOw1utv6JWHyeSAKlBsmwo+f1WHXc2NgOSgDI2eW0AqgEb52JeLhQs9UhxPpdDhiRE3CLEB4jhp0LlQvGib/L+ig05nU7JRc3plLKiWa3Sw26XhI9M1mitCQX62+30t9sbty23WDhksXBYoeCQjw+7goL4LCoKOCuE6upoc/QoGRs30mnnTtocO4Y9IABFdTWK+npJ7DgcyKxWyYojiti1WuR2O6o66XfZLXYaoiM5nhKBtug0G2q38fxAsChB7ZJxtT2ZDsTgCPBii6KMTebt1LtM9AzKYFLqLeiRc6Qqhy11B9h8ehv1VqmoqUJQ0D64O12jrie3YT87Cj+nxlKB1hGJ+vsXsBbegfwJLcKHchxlP6Jf8T+MBV9R75LBkdGw6z4cJe3x8rfjndhAfakX1ae9LuoBJshFxr1ZSH2fAF4PUXHMK4JndkzguVOH6BKeRMfWD9K6/hSrtcHMOpOL+OkYVLogruv2AB3MFdQW7+T17XORC3LmDXiRrGZXMds/hXqFlmuNBdx9ei1pJ96jWe1+TumaEWkqJtosjXvqvRI41Ww0sWXr8Kndh9M7EZl/G9TFn0nxOhHXQcRA0CdJvS3XgT7O487m4Tdx2200y8pC90fus2VLTO+9R9GlPrdYLEJRUZE6OTm5Mb3j4cOHvfbv35+VlJRk69GjR+LixYv9BwwYYHjuuefCt23blufj4+N64oknwmbPnh364osvlr755puhW7duzQsPD3ds375dV1paqnS7blVWVsoBxowZE/fggw+WjRs3rtZkMglOp/N3f0HKy8uVmZmZOQcOHNAMHz484dZbb6357LPPfI4fP645dOjQUVEU6devX8I333zjPXDgQOPSpUsLQkNDnUajUWjbtm3aLbfcUhMWFuY0m82yli1bmt1WhKeeeupXteOuu+6qmDBhQvM333zT1KtXr/qpU6dWxcbG2hcvXux3+PBh7dGjR7NLS0sVGRkZqVdffbWx6bYjR46sXrp0aUCHDh1KTp06payoqFB2797dNG3atMjevXvXr1y5sqCyslLeoUOH1KFDh9YD7Nu3z/vQoUPZoaGhv9mN62J9Bxe/9rfeemtN0z7at2+fZs6cOWGZmZk5arVavOWWW6IXLlwYOGLEiLpp06bFbtmyJSclJcVWXl4uB3j44Ycj0tPTTRs3bsz/8ssv9ePHj4/Lyck5AnD8+HHNrl27cmtra+WpqaktH3rooTO7d+/Wfv755wGHDx8+YrfbadOmTZpb9Lh58sknK5red00/2759u+7jjz8O3Lt371FRFGnfvn1q3759DUFBQc7CwkLNRx99dKJLly6nBg0a1Hzx4sX+d955Z/Xtt98e89Zbb51q1aqVdfPmzV5Tp06N/uGHH/LuvPPO6Ntvv/3MtGnTqv73v/8FNz1O165dG2bNmhXxW6+Bh4vjET0/w6iVozhedoQhsdcwPHYgCT6xPNvhYR5Nv4tVJ7/iw2MrmXh1NQ9eo+W2fAfT3ltI6wVv09CnO8XD+lLePhmVQoNKrkIr14AcrC4rRnMDfSK7MqhZH1acXMtrRz5k+zc306dZHya1moyP2hejw8yriZ054hvK/ScyCSvPp1bhTX+vdnQYvprnfniWV7bN5rtjX/P0gJeI8Y8HQKPU4nQ5qTCWYrQZCPIK+cOtPm5LSv3Z9xp+PpGADdgJ5HC+kLlQ1Bj5+QxuGs4XIb5I2dsuZWW5cJmOv7i+jiieL26sVim2xmo9Fx8jCJLAkculh+oy8VpWqxSXU11NqMFAf1Gkv7t4qNFIhVJJllLJEYOBwwEB7GrdmlVPPQVPPYXgcpGcm0u7AwfosHs37fbvp+3evfgYjTiVShBFlGetPW6xY4wKIy8hBN/CErJK93DPUKjRglwU6GOP5Rp7HOh05KsbWGvfTYmtmnivWO5KvRm1XMvy05vZc2YPZcbixlMI1ITQL/J6Iv3T+P7MOhYdehSr04y+oQOK9a9hto9A9z87DJRhy/kM7TtzMZ3Zi9Hqh7jnAdh9N3JTFP7RJkgxUnXMm4aac312XvhiEgijRELutvJhaAwAkQYjq7ZMZtX+JYiCnJSB7zLPJ4aTCi3qAx/AmkmE+URyZ/txhMsVnC7N5OXvX8dX48uo6xYyO7oPJSofOpjLmVaygVbFq0kqWoFMdFCr9CXGVNSYfr0wYjA27xRSCj5AaSnFFdwDuQgUrQR1MEReDyHdQBsm3QeaYPCOA8UfOmb14OGKUlZWptDr9ecNGlu1atWQlpZmAxg9enT19u3bvTUajSs/P1+TkZGRAmC324X27dsbL9xfSkqKtaioSD1+/PhmQ4YMqRs+fHh9TU2NrLy8XDVu3LhaAJ1O5/6a/S6GDh1aK5fLad++vaWqqkoJsG7dOp9t27b5pKWlpQGYTCZZTk6OZuDAgcY5c+aEfvXVV35nz1uZnZ2tCQsLa5DL5UyYMKHmMoe6KO7JypEjR9Z369bt8Oeff+67bt063/bt26cdPnw4e/v27frRo0dXKxQKmjVr5ujUqZNxx44dug4dOjSa5seNG1fTr1+/pJdeeqlk8eLF/kOGDKkB2LJli8+3337rt2DBgjAAq9UqHD9+XAXQvXv3+t8jeC7Vd3Dxa3/rrbfWNO2jdevW6bOysnTp6empABaLRRYSEuLYsmWLV0ZGhiElJcUG4G7j7t279Z9++unxs8c1TJ48WVFVVSUHuPrqq2u1Wq2o1WodAQEB9tOnTyu+++4770GDBtW63dauvvrq2l9zblu2bPEeNGhQrY+Pjwvg2muvrfnuu+/0o0aNqo2MjLR26dLFDNC2bVtTQUGBuq6uTrZ//37vUaNGxbv3YbPZBJAE5jfffJMPcMcdd1TNnj07yr1ORESEo6Ki4u8TpP0vwSN6foYBCQN4tSybFw8vZN7hRbQNbMnQ6P4Mjb2a8YmjGJ84il0VmXyQt5KX2cL8ewUGmMO5e90errlrC80jIygf1p+ia7sjhISgkqtQy9SoZWocop16u5FOMf1oFzeAdcc+Z1nux2w5vYWBsYMQuj/Gdr9wxhcf4eqGakQvP+odFuotpfhbvZjb+km+De3O3P3zuGlxf+7q9ig3tp2IXCZHLpPjpdZjtpspqi1otPr8HtwWmBokS4qCnxcPLuAg8DWwAUnUCEjWIG8kEaIHwi+yzPuCZyXghxTE/3dLXHBJXK5zwsZuP2e1sdnOH4W7hY1afX7ygZ/bt8UCNTXn0lILgrQfq1V673SiOHaMpG++IX3fPgSnE2tUFE6djtqGBvanp7OnUyf2p6ezpUcPPr7pJgAEl4ukvDw6ZGbSfu9e2u3dS7v9+3H4aDgeF0joqXIMJw8xYjgU+gEitHWEc709FZVMzRlfWCse4Ij1NIFKX8Y2vxG7y8GK3I/JN5xschICyYEd6RgxFLsS9hV/xYr8hYCAvnQI1rWPY4xsj9crFoxXNWDJfAvly69gN53GVBMP37+KeGA8Wi8t+gQTxjIrlSe8+EmZWR3QE7jm7CMFRAS86mWMK62jRdkZepyaiavqY5YZQdntYd5r1o1Yu5H2397N3h9eIzU4hfvSRyCXKcmtOMpLuxcS5BuN902reTW4JTGWKuaUbqVj1W58iz+jXdUPlKtDCLFWoHNaEBGwy704GTcBf6eJ6OOvgQBC1HCEmgPQcAL0adBsNAS0BoWP5MLm5XFn8/D7uZxF5krh5eXlstnOL4J1oeeBIAiIoki3bt3q16xZc5LLEBwc7MzKyjry+eef+7zxxhshy5cvD1i0aFHhFWg6Go2m8QfanfBJFEXuvffe0oceeui85BBr167Vb926VZ+ZmZmj1+tdGRkZyWazWQagUqlcPxej4u/v76isrJS7rQpVVVXygICARrEYGhrqnDJlSvWUKVOqe/funbB+/XrvX5KEKi4uzu7n5+f48ccftZ999lnAokWLTrnPY9WqVcfT09PPc4rYsWOHl06n+0WxU02vo9lsPu+iXqzvLtym6fumfSSKojBq1Kiq119/vbjpukuXLvW9mNfKxfpBEAQRQK1WN34ol8txOBzCxdrxa7hcv6tUqqbHE81ms8zpdKLX6x1u69OFyGSyi+7QZDIJarX6isax/RfxVLD7GaZlTGNxpzks7fUaE5JGc8ZSxdP755PxxWBu2nwnn+SvJs0vibe6zeH7oV9yd4vb2ONvYtDwBpKeCWJBVzn6tz/kqiF3kPTQ8yi37cDukH5nFIISUemFVaZC7rQxMG4QH16zmBuTb+Lbwg2s/agXzT+bQJ/T+2mwm3CJIjqlFo1SR41goUSso0dEd5b3/pCM4PbM3/oMkz8ZQVF1fmP7tUotaoWGMkMx5YbS8+qa/FJsSC5lp4ByzomWy8WknAReB4YCtyOJnu7Aq8APwBZgLbAMeAuYD8xCKrQ6FbgFGAb0BTohCZ1oIJW/qeBxW2tMJineprwcTp2Ckyelgp/FxeeKfAoCaLXg5XXuodFINXR+ieBxOKTsa0VFUFAgHctkkra12SQRVFeHZts2Ap96ipBZs9AcOIApJQVjq1Yoy8vR5eURVlnJtV9/zYxnn+WL4cM5HRVFSVgYXw4dytNPP01ybi5bevXi/pdeote2bfjW1ZGxZSfP3HYbnW9T0XsCFPpCc4cfT5q7c7O9FQ4vL77wPsGL9nUcd5bTxq8lQbpQPjq+nE9OrKLQJP2PqeUaukddx7T2C0gN68amwsUs3/ckJ8uy0Rydhji/AFPBSrRrUxG/LaLB9DjC3EhcGx/CfjQOPvkcXs3B78wkgtOd2MwCFft8MJU0sTe2Bh4SYSPSDfw1MFkk0GJl0O4zzPuxlBcLKhlQWk9KxTwyGj5mjCEY9BF06DCZ2SXbSVk5kr0/vEbniLY80WoYDlHF3upC5v74BprQdEon7aHKL5YpxVtZUPQVIaVfk5E1k9SaA9hkSkKsFYhnf2br9ckUJ91HtCGPkJPvIaj8ECKGQNlGMBVCcD9ImAL+bSTBo/QBvzTwivEIHg//SIKDg51Op1MwmUyNfxWHDx/2ysnJUTmdTlatWhXQvXt3Q69evRoyMzO9s7Ky1AAGg0F26NAhNYCXl5ezrq5OBlBaWqpwOp1MmDCh9tlnny0+fPiwLiAgwBUWFmZbsmSJH0gDcIPBIAOIi4tr8Ueez8CBA+uXLFkS5G7PyZMnlcXFxYra2lq5r6+vU6/Xu/bv3685ePDgr8ow0qVLF8O7774bCFIg/9KlSwN79eplAPjyyy/17vOpqamRnTp1Sh0XF2fr2bOnYdWqVQEOh4OSkhLF7t27vbt37/6T+I/rr7+++rnnngszGAzyjIwMM0Dv3r3r582bF+o6W2Jg586dl/xbvVQfBgYG2vft26dxOp2sXr3a/5ec58Wu/YXrDBgwoH7t2rX+xcXFCoDy8nJ5Xl6eqnfv3g0//vijPicnR+VeDnDVVVcZ3n///UCQxKe/v78jICDgkmKhT58+xq+++srPaDQKNTU1sg0bNvhdbL2m992F23/99dd+BoNBVl9fL/v666/9e/fufckw4ICAAFdUVJTtvffe8wcpFuv777/XArRr18749ttvBwC8/fbbgU23y8rK0iQlJZl/ukcPv4d/laWnSZ2eP3S//mpfegQ3p1NoW+5KncC+qsNsLNnO5uKdbC/fzYx9L9Ij7CqGxVzNnWnjmN5iIl8XbeL9vBU8mHqYGS003Fgfzd1fHKbNPbuwRoRScl0fyocNoDIiHG8RZAotoghWl4WIjnfjGDiH8M1PcerQEiYf+YThCcMZEDMIP60vGrkGnUKLU3RSZa9Drpbzf93nsPnURl7cP48blvTn7vb3cUO725BpdchlcrzVPpjtJopqCgjVh6NTXf432Z2YwF11XoYkci43JD8DrEcaW+acXfcq4E6gF/xmZ3I7UvxOFL/jhm06O+N+/UuXuV+7XdLsdunZ7Y5mtZ6rT+OOuXFbbi4UMXb7udgc9/6bbnvh8Zp+7n7d0HDOHc69zlmrjqyuDt233+K1eTPy+nocvr7Ud+kCVivehw4hs9txud3kRBFREJDZ7ZLblSAQXl7OkDVrGLxmDQJQH+xPdosEioIi2Z0ay4f+2/iqfp90cf3jYdgSDJpI1pbkYc36gPyTn2KzWwhQ+lFnN3CgNgsvhRcquQqr04qPOpD2YQOJC76K7OpdvJ/9DA2WStSOGFS7XsK2fRKKG+To9jowafbi3PEirP4M0SVA9mj4/j7k1e3xTbNgb26l9rgOTqoAAYJE6C/ANSJcLUjmQwQ4LOK12ElnuYGefmaC9ODrA04vgS/8vEiufJnHqxYyWdOdU3XbuaPHowwq/565Oxewo/AHBsV24ZbEPlS7lHxXdZxPDyyB5v1xXL+cGwzH6Vd5iBKtjqCTixhauYt6hR4vh/QfaJdpULislIUPQu7XkejTK5AbjoJva9CEQtGnoNRD9C0QfNadTaEDbYjHnc3Dv4IePXrUrV+/3nvYsGEGgDZt2hgfeOCBqJycHG2nTp0MY8eOrZXL5SxatKjgxhtvbO52/Zk5c2Zx69atrePHj68cOHBgYkhIiP3ll18umjhxYqzL5RIAZs2adRrgo48+Ojlp0qSY2bNnRyiVSnHlypX5/v7+LlEULzmln56enuae8R8yZEh169atf3aAOWLEiPrs7GxNx44dUwB0Op1r6dKlJ0eOHFn31ltvBSclJaXFx8db0tPTLxt8Pnz48ESFQiGCNPD96KOPTk2YMCE6OTk5TRRF+vTpUz916tQqgD179ujuu+++aLlcLoqiKIwdO7ayZ8+epu7du5t27drlnZqa2kIQBPGZZ545HR0d7cjNzT3PJeqWW26peeqpp6KnT5/emJns+eefL5k8eXJ0SkpKmiiKQlRUlPW77777SXay0tJSxaX68Jlnnim+7rrrEsLDw+0pKSnmhoaGn52xu9i1v3Cd9u3bW5588snivn37JrlcLpRKpbhgwYLCvn37NixYsKBg+PDhCS6Xi8DAQPuuXbuOzZkzp2TMmDGxSUlJaVqt1vXBBx9c1lrYrVs30/Dhw6tbtmzZIjIy0pqRkfETN0qApvfdjz/+mNd0+zFjxlS1a9cuFaREBl27djVf2O9NWbZs2YlJkybFzJkzJ9zhcAjDhw+v7ty5s/mNN94ovPHGG5u/8cYboUOHDj3PBXLDhg36AQMGXNFsgv9FPHV6fgF5md/i5RPUaBJ1uJyYHGaqbTXsrjjAppIdbCn5HqOjAX+VL30ju3FdzDVcFdKuMfHB6lPfYnFa6SqPY+peOaO/PI5ckFHcoyOl1w+ipktHkMs5ovPl0bgOxJnrefrYTuobyvj02Co2nFqPVqFjRMIIrokdQIAmAPnZAbXT5cTisqKSqXC4HLyYOZedJTtoF9iGmRlPERWWDDodqNU4XA4sNhO+Wn8CdEHIZefXKnEgxdTUIYkN1dnHpTAB3yEJnd1I7mxpwEDgaqSMZjid5x5nM5BdcqAP5w3ynS4XZkEg0m4/Z+FpKlAuJlbc27t+xjIsij8NCHfvx+2S5rbg2GzSsqbHkcnOCZzLWWiaHqfp8S5lYneflyiefy7uh8UitcstgEQRZX4+Xl99hfZsIVFLTAymtDQUlZV4HzjQKHZkNhtOtRrBYUfmlPbtEkAmcl7qaWOgL5XBPgQXlmN32bhzqIJPUh2IAni5lAyStUcf1YuSqBQOK8oo2f8yYkMZCHIQnQjaQNQaf6y1JxFFJ5H+LWkddg0B3jEcKlvP0eINOFxWvIxXYfn2YZzZ16Gf3oDjfifm+o2wfT6UfQ8WX8icDLvvRqMMwyemgdrjWmz1alCK0PmsyLlGgPZnT6BShA0CwkYXKTUWrrumjrBIES9/MOnl1HjJ2e6nZYeflrtz5zH3wMPsCLmWYft+IEgXwPN9n+CZLXM4UHGUMSkDGBzTlVJkLCo/Rt6BDxDSrufqXk8wqOowBWpfvBsO81jWbARA7bIiAA6ZGsHlxKXQUh0zFl+5CnXBEgR7LYT0AVMJGLLBK15yZ/NJA7UfqHzAKxp0USD7V81JebjC/F3r9OzcuVM7d+7csC+++OJk0/ozV/q4y5Yt883Pz1e7M3Z5+PX8kX34Z177fwMdOnRI/uabb44HBwdfsbpA/1Y8xUl/JxV7vqBWKYJMh1rphVKubRywWl02GmwNnLHUsKsik80lO9hZtgery0a4LpT+kT0YFnMNzbwj+KJgHUuOfUphQzEhqgBuqYxm+ooTRJ+upyE8mG1TJnDjY7PRuxzMz9+Nr9OOw+XE5rJRVF/IymMr2VG8HV+VL8MShjOo+SB8Vb6N7bS77NicNtRyDbtKd/HKvpdxuhxMb3UX18deh0ytAR8f0Ggwi3YEQSBUH45WqTuvkKaAZNW5sHSjGweSwPkaSfBYgAhRZKDDwUC7nTirVRIIdvs58dB0gC+TXXzAf4EwEIEGmYwwpxPvSwmHC7e93OsLcQMKD4QAAQAASURBVIsad1ubipumx5LJpGKfl2r3pXCLFvfzhQLGLVyaisImYlAEXGefRVHEdfbYcocDhckEDgeaH37A+5tvUJ08iUupxJyWhik5GfWpU3jv2yeJHaUSmd2OQ6NGcDiQO5yN/esuMsrZ1yY/PdWB3gQXVeAUnTwySM3CdBsOmYhClNHPHk9nZyyiQskubRnbnUcwixYAlDI1gQEpGJxGGmryQekFbW6FjneBsRTFzrk48tchCEo01hGYVzwMRW3wf7oG03gb1lOfwM5XwFgANc3hh+mw/zYCIkRkKgeVx3yhuUyKyblahD6CFOzlAHaJ8IMAOaCSOWk2wEZAOycWbzlGnZwatZw6hQzxbB8qXSLzM19k2vGHKfLvxqOmED7O+oznejzIewc/Ib+umCnpN9AlrCXfBLZi1ZEvsB14n9DWN/Fwq1FUCiK79GG8sHc6GTWZ2AQlSlHKoGfShONlKcWkT8LZ7Ea8DHnITq8CuRZC+8GZ7fw/e+8dZ1dd5/8/Tz+3z53ekpm0SU+AQOhBCCgtrFSRZgCDgq4SgcXvrgjC6v5YcI0VUWw0FVgU6QrREEIzISG9Z5Lpfe7cftrn98e5UxISEIHVde/r8fg8PnfOPeVzzj137ud1Xu/3643VB2XH+w5t4To/nM2shMhEMEqL7mxFvGf8vZIegGXLlpV9/vOf73vuueeKE9//oyiSnr8c7e3t6osvvhg+mBJWxLujSHreJ/a99gAEwsieR0ZYeJ6LpoUxtTiSooOk4eEToEQ+SVe2h5Vdb7C87WX+3PMWHh6To42cVreAReNPY2emkwd3/YY32l9BlVVOV2dyyVsG//r1h0lHIvxu6XVoxx9O73FH+CoC/uTXcvNsG9zOI1t/zZru1ZSZZZw35QLOnHAmAdUcGa/lWtjCIWOl+d667/F652vMqzqSW+ffQp1W7k/CTRMrHGRA8SBcgRkow5AVDA7I0ymEdAnXZYsQPKMoPK8o9MsyUc/jtHSaM1Mp5ubzSMPEZFj5GG5/xQROAGlJotzzKHk/9+iBLmnDFtBj1SYYHefw2A9UkIZVqrH9WPJSuEbCtn2i4nkI1x0hLf6uCsTlUOczTLAK45KFQBYCpdDLnocsSdhDQwRffJGSP/wBNZHAKikhefjh5CdMILxpE+G1a5EtC09TkW0HK2AgOy6q7exHcMa+zkbDDMSDVLT2IBDcfnqYbx6RJae4SMAcGljANPpJs05qYatoxcUnT7WBWmrD49iZ2M6gNUDMLGda5YlMjp9IS7aVtZ1PkRzajmSUI2Z+Fk7+HISr/YP37YE134fVPwZ7CNqPh5e+BDsXUdaYJWVr5OcG4OOF0LVhb5tBoEf4cmRYgloB6v73me56xB2XmO0Sd1wqLI/avEN12uO0PT/ihIF/pS16JC/VXcHip2/gyMppNA910JMdZOmRi3EnnspDtSfQ+dxS2PwoJ835BGfP/SQ/KZ/L+fse5KsbvoYEaMLPk8urJXiqQSDXRab6dPSyE1C7noPelyHYALGZ0PkHkHWoXQSVH/GVHS3u194phrMV8T7w90x6iiiiiCL+p1AkPe8T21/9GZoSwdZkBL6igmfjCBsVmYgeRFNC/oRF1nFQyDh5EvYQHZluVnS8yottL7NhYCsA08pmclLdAmaVzmBl+8s8s+dpUnYKqWoOn+sZz+3fW0m8O0G2poLW886g7eMfI19VDlDI+8mzofstHt72S7b0b6YqWMXFUz/JRxs/iiKN6jN5N4/l2rzS/jL3rv8RAo8vHnE950y5gKwnGPI8XM9DyA56IER5rB5TMUbzThyHNuDZYJBnwmH2ahq6EJyYzXJmNstxloX+LqRG4NfycQBHksjjz1PVQtOGJ/Weh4KfKiIJQRooEYKyYZIxfPIH9mPDwIbHPdYlbTj/ZizZkCSQpBFiIjwPD0ZeC89DCOG3wuvRExKj+xqjBgnwz0OWkQBVlpEL56N6nv9aCFQhkCQJCZ9syMN/S5J/7p6HVCA5+53b4KBvivDGG7BmDbguXl0d1qxZZGtrkTZvIrx2Hapl4agqquOQCwVQbBfNsvAYzcfaT9mJhBgsCVHV2o0nwX9+rJQ7j0ySVHzVopEKjvEa2ef1sEntIsFo2PukYCPRQBkbB9ZjezbjSqYytewU4vpkdg68zta+35O1Bwm4ExGvXE9uxRLM8Rbhbw7RN3sfYu13YPNj/s5mXgTHLIW6o2BI+DdMQDq0W0YeaAVaBXHHoak6T63mUI1LGS4lnkvQE5geBDwX1bYRlkUgvYkJ1nPMHLyPntiRrG38DP/5+o9Y2baWgGriCJfLT/wX/jR3MVvNcrRfLsJu/hPnzVtM64JbyTsD/OK1TzF3cANiDHXsKzmC+NBmkFXcxsvRtTLY+yBkmqF0vl93Z2A1BOqg/iKIzQItWFB3JhXc2YrhbEX89SiSniKKKKKIIul539i+82nCrgGJIVAUPF3DEi55N0/WsUhaaTQZwopGVA2hqypIOqgB8kImbVsk3Cz7Uu081fEKL7WuoDXVgiIpHFZ5BL2zL2GvKlP9+vfpHNhORItwnjSb6/4wwPw/bkHIMj0L5tNywZn0Hn/kiPpjOTZvdL7OQ1sfYs/QburD9Vwx41OcWHfiSP6RcD3yTpbOVCc/3PRj1vWuZXbFPP559o3Ua2XIBRXEtnPk3TwlsRpE+TiWx0t5JhzmLcN3w5qXz3NmOs3CTIbIcMjWGPIhPA9XCJ/cCEFeCPKShCNJeJ6HXCARsuehFIiEByMhW8OQAFuSiDgOtbaNjk+MhkmRNKyqeB5ePo8oTGaF644k44uxxGQYhTELzxu1q5QkVHyiIRdey4DseaiShFxoiiQhCbE/UcEnZ8Mkbbjtl5c0NoRtLIkZG1Y33IaXgW9K0N4OHR2jLVkwh9E0mDgRd+oU8uEgYvMmzE3bUGwHT5GRXQ8rFEByXbSchSvLKAXlaDicDSAbCpAKB6jo6ievyfzg1Ar+Y94QPapPakoI0kgZbd4APbKf5ykj4+ExzqxDllX2ZvaiSipN5fOZEj+NnG2zM7GC5oE3cIVNJH0s2eX/Dyd5NsFTE7DYI6MvhzXfgpZXQIvB3CVwwj9DbPw7fwm7BWwD1kjwEoTecjjpjCRHn50lFgPdBHSQcDA8m5BrE7TTRNKbiKdWU2a9RYX1Frrn54UmSufzRtUn2JHq5nPL70SVVEJGmAnn3c+6KYsIJ/aiPfgxBnu3M3Phv7PzmKX8v41f5183/0eBzPrXNG1Ukw2Np7z/DdzwZJTxl0KuC/Y9CJ7l5+8kNkC2DeJHQd25YNaCHoDgeIhOKYazFfGBoEh6iiiiiCKKpOd9Y/ve5wkHKvzJaTIFQwl/klKoqeIKl6SVIWGlSDkZFFmmVAsSUU0MWUVGwpMUOlBoFS6enWdvspWX21fxbOcr5FIdqGqAYyuPYkKskeahZla1r8ITHsfG5rJ4e5BLf72RYP8Q2aoK2j5+Gq3nnEa+sgw8D9vJs6JtJQ/veZT2bBeTguO5qu48jjAn4wnISBJDikzGzfNq3yoe7/wdEhJLxl/OGVWnIQmBJcu8Vl7NCzX1vFk9DkdWmJhOc2Z/P6cPDlJj+0/+Bb5i40oSDpBTFCzALig+Ej7xUPCVD6WwbCRPR5KwZXmE7AznqwwTgrwQSJ5HWT7vExvbHg1Jsywkx8FwHAzbxgQCnocmSWhCYLqurxwB8liiMqyiFJpcUFOkA+/9A9WVYbIyNqRtbFib4+xPbMa2sfscxoG5RpLkn1tnp09s2tsRHR1IiVHDFhGN4pWX45SVkq8oJVUZZ0hyCG/cStVb29AsB1dRUFyXbDSMbDsY2RyOqqAekLsDYJkGmYBOyUCSrKnx41OrufuwIVpU/5gaMiFMBvELVJcSwpI8UiJLVIkgECTdFGEtwtTy46moPI12t519nS8y2LsOSTFQai7BaboRZsyAMiCfhLU/hde/DYN7IDoBJn8RJl4F1WEoK4yuD/ijgCckeN4fuXQUiMMkmCfgSGD86DWsyNk0ZHNMyGaYnBlk1lAvDaktlGbXEU+vozS/Hl34ZDGvV5GLzSAbnU4qOoNuAqRcj8XP/Ssd6R6CsfHkrvgjaqye47Y9wuZnb6I324903sMcXjmOh165jKbUjsL19BXfzqrTiCe3EsjsRVR9FKnyFOh7BdqfAj0OZUdD9x99laf6TKj6iG9DrUYgNs3P31H/Lg3Yi/hfiCLpKaKIIoookp73jW27nyUSKB+dEDuO75qVGATX82usFJQFz3NJWml68gNknBwyEFOC6IrJoKpQIiQ81yUnbO4dN5cHJh/Dgtd+QmjdQ6zsW03KTRNRQxwRnYUiy6xLbKbfTlCrV3JBupFrn+9j2updCEmi57DptJ58ND2HTQdZxvFsnk3+mV8NvEifk6ApOJGPjzufqZGpaPhkwBOC1lw7v9j3S7YmtzGl/EhqTvs2qyceRUbVKM3nWNC5j+NadzAn6xGSg7iGST4SwdI07ILKRIFQDCs36sFc2ArkwRUCS5LwCmFbAcdBdRwkx0HN55FcF8lxsAshanWJBJrn+eQEkBTFDxsrkAZXknBlGRdfKRJjDQMA1XHQPM8nR66L6nk+AfM8FNd9e+jYgTk6w2MfDneTJL/J/mR3uEeWEYqy//uF3pMkX8mCEVWLXA65vR113z601lb09na0vr6Ry2ZHo2Srq0hXVZKqKqe/poyMqWBJwid7Qylqt+yicfUmtLw1ouzkYhFk20bP5HA0FcV2RgKvhimCo6lYmkIwkycVMvjvEyu567Akm8zB/ePdgFIRZLxUQZfh0JFvQ5F1PATCszEqD0M7/DNYU8/B2vWkT2R6t0C4xjcsmPQZ6CtDy1o4Zhui8x5Y+yPIDyEFjkWMuwEW/ROEVcgLeLlAcH4PrPcHLWsewpMQrj8gVfc44mNJTvtkP+HxObrLZVrCBq0Bk0h+J3MGX+OkrhWc2LOSEtsnb91GPd3hWRBqJB+ZTEovwxIeXuG+BfjP1T/jxeZVSCUTEZ9+leOGdnHUll9y39pHSFsZtAsf4RuJP/Clbd9CKlxNCUEq2EBf+YmMa3vcvz8bL4fAOGj9bxhcC5Em0CugbxUYFb47W2y2r/4GqiA+C4K1xXC2Ij5QFElPEUUUUUSR9LxvvLj8bkw5gCHrmIqOIasokoIqJNScBUNJQPihR8OkAAlLOKTcHF32EC2KREBWMGWNgGLwUt0svj7zI5zesY1/Wf8UKTtHzoP1iT2s7F/Ha4n15IVNuVLCRLOWXifB7nwbhqRxsj6Tz2wwOP3ZLZgDQ2TLSmg79Tj2LTyOwcoy+mTB813Leb7zWVJumlmR6Xyi5uNMDI4HIWgJx1lZN4nl/S+RXXErSDJTj/p/XBg4imn9PTiyhC0EWTeHJquUyTEM189NURRltJDmMMaSnAJRsPBzeYQQaLZNOJfDtG10y/JD1IYJR8Hq2ZYkbE2jPptFP8Q9ORK+xqg6NPL3mOZ5Ho4sj+QRDefneIAny0hCoLouKr4TmgL7ha7JkuSTFkU5ZNiRKChSwP4ObQXyJOdyGK2tmK2tGO3tmAWCM6wuOaEQ+YpyshVlpCrLGCyPkdcEWiKJmUhhDqUIJlIEEimMZBojmR6ZrHuyjOx5ZEuiKLaDns7g6BqKZb+N7LiqgqPIGHmbwZIgTx9fzbdmDrEmuP88SDdKiY0/DSadzmD369jr7isQQxckFWZfjDLvOgJaDNbcQ2bjg3j5QQxzBmLfF7D+dCVqr4c5L0fqE1sh9G3Y/Ki/80kXwEe+BHXzYZuA5wtE508ChmsWygI95GElhzOPJGIVeT52cRsnfaydQNRD0/NUWluoTq+jMrOesvxmNOGH4/VotayNHcXK6pP43bgzWR+fOnJuddYQTdk+puT7mJrrZUKmlzu3PMfr6x8CI8b0K1/g3Nbl7MjleOzV7yOEx+wz7+S5bV+hNtfhX3NJASHRVv9xIs4QJZ2/h9BEaLgMvBw03++HtZUf79tRZ3b7RKf+fAjUgyRDqBFK54IRL4azFfGB4++V9KRSKenkk09uevXVV7ep6nsn+rfffnvl0qVLeyORyAdWnb6urm726tWrt9TU1IxU637ooYdimzZtCnzjG9/o/KCOczDMnz9/and3t2YYhhcKhbyf/exne+bOnZvP5/PS0qVLa59++um4ruvCNE3vlltuabvooouGEomEfN1119W/9NJL0XA47MmyLK666qqeG264odd1Xa6++upxq1atikqSJHRdF4899tiuadOmWe/l/D9onH/++Y1nn3124sorrxyYP3/+1LvvvrtlwYIFmUONYay723e+852yW2+9tb6qqsq2bVu67rrrum644Ya/6X28bds2/eyzz56yY8eOTS+99FLwpz/9adnPf/7zlqeeeipiGIZ32mmnpQH+8z//syIYDHqf//zn+95tn38tcrmcdMIJJzS9+uqr2zStWLj6QLwT6Sk+avwL4Dh5jHg1rnD95H+RLeSxS8gBCT0YImB56KksquugaiaqqqELlbirkTciKJ5FPjdEJpNgZXkj/9/0E5nTsYNPv3g/DgpxFIRwKPFKmBc7nlxkPmtybaxIbWF1eiseHtVqnLAUYLm1keeaHKbOrOOTvdO46oV+Jj3yLBMfeZbWw6ax6yPzCc86jNNrZ/JkYgV/SL7KLdv/g9rqE3EXfoOuyScgex5TO8qYnImyfu3/x7ZV/8rjoRlcVf0pKtU4QSEICoHtJkl4PZTIEXQlNJp/4nk+wdM0P8QPn7i4sowsBEHHIWjb6EKg4pMVV5bJGwaOouDJMp6iIITABrKqSmUmQ29h2TB5EULgDSslY3JjRib2ByNIqjoaPgYjYXfDzQPykoQ3rNwUNhtWgGTPQ3ccdNfFsG00x0F2HJ8geR6KZe2nLGHbaB0dfmtvR+/uRu3rGyUeuo4diZAaV4+tK7h4yJaNlh4i1NdDbL3DeNtG9vY/l7HkZSxyJVEU2yYwOIRt6AhAteyR8xiKRtnb2MDecePpqK1l27TJvD4lxrr2n5PufG10R7IGMy6Ao7+IXTGLxMt3Yb1wHTjZwmWM0Fi5kKbyk9DyvWx54np2DqzBEx7RzInknv1/5Dd8DD2aRT7Gwfn350gN/Bc0rwIj6hsTTPtnWD0Obhc+0dm7/xkZMRthS1gZdYTwTJnTy+kX72D6Ye1UyVuos9dT17WJKnsXmvB/xwflarap8+mQpzIYaUKLxwmYsECROKHtJbrbX2G7WcZ2s4xtyKzJDfHHZAf07YCONbDreQA+ccw1NHS/yY9Ck+n9w1VIRoT/mHUEN791NRLgShqKsMmEJtI97kLG7/s1anoXVC6EqtMguRX2/dKvT1T9Ueh9FdwMVJ8F1SeDGve/JyVz/JC2YjhbEf/H8N3vfrf8nHPOGfhrCA/AvffeW7VkyZL+D5L0HAyXXnppAr9E3YcGx/E5xv333797wYIFmbvvvrt86dKl45YvX75z6dKltZ2dndrWrVs3BQIB0dLSoj7//PORwtgaGxsb883NzRsVRaG9vV39/ve/Xw5w3333lQ5vpygKu3bt0qLR6Id6rWD091lRlHdf+a/AokWLBu6///59bW1t6qxZs2ZedNFFg+PGjRshabZt87ea8C9YsCAzTOCWL18eCYfD7jDp+Zd/+ZeeD/PYjuNgmqY46aSThu67777Sa6+9tv/DPN4/Gv6hSI8kSYuARZMnT/7A9vnfm/+bdR1rOd6VqdRjaB5+jL7ngfAQtovrWgy5Fq5lQzaLSA2hWA66rGJpAdKBMFFPEPagt6ya/zr+EuoHOrn5mXvQLIc8kEEghIeKTBCVEBonilpOCFaQNI/kdWsff8zvZpPtF1WulKK0O/3cFmvj7guDfOTCI/jCapnjV2xl/NotpONRVn/0RCoWX0f1tGXs2f0Y7a99Cx4+ibrakzlfP4ZJXggFwWlli1mRfJXfDb3ALbu/yiejizgleIxvxwsoeAyKbrJoxJUYmqwhhMDyPFzLQkgSmqYRdRxMSUL1PBxg0DDYE4uxNxajNRKhIxKhKxTClmWqUymqkkkqUynKslmmdXVBMok7nIfjeSP5QMN5OYxtox/6wT+4saYCwzjQUGBYnbEslEwGOZv1+3wecjmkfH6kKbkccj7vKziDg5hDQ2jptL/ccUbIycGIimJZKH19mH37P/gRhfELWcbTNGxdw9V1HNPA0TWEqg6v5ecguS4ik6c3WsKeSRNpr66mZdx49o0bR+u4cbQUWjIaLRzAg+1PwvJb4M0No5dMMairPpnZkSOJdLex7xef5k1nKxb+70mJHOeI4PFMKj+KVtHC+t0/oDW1A0UyiHVeSOI3X2WoczrK1Bz8Vwprzk9h47dh/R4oaYSZ34JNV8MdIXhVAnf/K6IFLcKlOQbbw+QT/o+Wqtkcc9pbXPrx3zCr7C3GuzupGdiDhk9y+pVathvH0yxPYq+YREYLYYQctICHrEDSbqVrsJeudC/d6R56Mr30pHvpTveSc3JjbhcZM1ROTpKZVXs4bx32GX7dvRUevYBQqJw3yvuZ0fM7BBJuwQmxreFyAkY5E7Z/GwkPJl4DocnQ9XvofgHMGj+krfMPfs7OhKshNgOUoF+rqOxICDcUw9mK+D+JRx55pOxXv/rVbvCf5t9222218Xjc2b17t3n00UcnH3jggX2KovD4449Hb7/99lrLsqSGhob8r371q+bvfve75d3d3dpJJ53UFI/HnVWrVm3/xCc+0bh+/fqQJEni0ksv7b311lu7N27caFxzzTUNfX19qqIo4tFHH909c+bM/HsZ53e+852y1atXh+6///59559/fmMkEnHfeuutUE9Pj3bHHXe0XnnllQMAt9xyS9VvfvObUsuypLPOOmvwW9/6VjvAqaeeOqmjo0PP5/PyZz/72a4bb7yxFyAYDB5+zTXXdC1fvjx61113tY495sKFC1P33HNPVTKZlB9++OGK3bt3rw8EAgJg3Lhxzqc//emBTZs2GevWrQs98cQTu4cJRm1trfP1r3+9E6Cjo0Orqqqyh9+bNGmSPbz/e++9t/Sb3/xmtRBCOvXUUwfvueeetrHHv/baa+saGhqsL3/5yz0AX/rSl2ojkYj7ta99retg57lt2zb9jDPOmHLccccl16xZE37iiSd2NjU1HVJR+iBQV1fnjB8/Pr9z5079+uuvr4/H486GDRuCc+bMyVx//fU9n/3sZ8f39/erpml69913397DDz8819LSol511VUN+/btMwC+973v7T3ttNPSt912W9VDDz1UDnD55Zf3fPWrX+0ePqf58+enVq9eHa6qqrKef/75neFwWKxcuTL46U9/ujEQCHhHH310anhMw6rUD3/4w333339/hSzL4pFHHilbtmzZvt///vfRcDjs3n777V2vvPJK4Nprr23IZrNyQ0ND/uGHH26uqKhw58+fP3XevHmpl19+OZpMJpUf/vCHzaeffnrKcRw+97nP1a9atSpiWZa0ZMmS7ptuuqn3qaeeitxxxx01lZWV9ubNm4O7du3adMEFFwx++ctfriuSnveGf6hfYSHEk8CTRx555JIPap9fX/l11nauheb/plKJMEuvYZZazSylkhlKBQGh+PbLoqAZSDLIJkK1SefzdKp5tHSWrCzTEy7l5jOvIGBl+f+euIeyVJ4cNnnhoCJjSjoChxz5kdwDgUREhDlJncop6hR6RJqX3H2ssHbSbQ+NTLCf8tbw9BESTcdO4vDAJxmasojlJy8kFwjQsG8vn0zNoqT0Wtb0Pcuatj/xPf7IUep0PqYfS4VSwsnSLGaF6nkg+ww/TTzGa+k3WRI+j0ql1FduJJksefa63USVGGE5gJnLYRsGHZEIrbEY++Jx2uJx2ktK6IxGSRWc34ZRlslQk0wStm12lpWxavx4PFkeeV91XWpTKeqGhqhLJqlLJqlPJqkfGqK2sB3gh49Zlk84cjm/H0NYlGzWX57N+suz2dF1LWu0z+f93vnLFP4DUl98NUpRcHR/4i67Loq7/wM2W1WxQwHsgIljmri6hqerCFVFQqDmLITjMhCO0BuL0xcrobusjO6qKjqrq+k6oB+Mx982rsquLsa1tDBl+3ZOfuEFUukNrFPeZEtuIxb2CBNTkDiSRuaJ8SjN/awVv2C53kke/7pWK9UcEziZ8tgktnubeLTjewzmezApJbblJhK//38MHBODL0vwsRbclu/Cmh/BywmksmMQ3XfCd86D/mHbiFFIikvJuD7sjEGqu4SBjIah5Vk4/wU+efZjHDvhVcazBw0bctCp1PCmOZ9mdRK7lAkknDB5N0tG9JL0NjKY7KOvq5fuVA896R4ydmb0WEiUBeNUBOIcVjGFoKIiyyoWMinXpjnRSl7R2XDBf8O+lfDbxUwLBniptJUKGSzZRPdyZCJNDE64kuruP6HtfcCvtdO42D+35p9AchvE5oBnQ88KCE+B8Z/w3dlkDQIVUH4cmOXFcLYi/ua46irGbdzIB1oIatYsMj/9KS2Hej+Xy0ktLS3G1KlTRybGGzZsCK1du3ZjU1OTtWDBgin3339//PTTT09+4xvfqHnppZe2R6NR79/+7d+q77jjjqq7776745577qlasWLF9pqaGmflypXBjo4ObceOHZsAent7FYBLLrlkwo033th5xRVXDGYyGcl13ff9hevq6tJWr169dd26dea55547+corrxx4/PHHozt37jTXr1+/RQjBqaeeOvnZZ58Nn3HGGamHHnqouaqqyk2lUtLhhx8+47LLLhuorq52s9msPGvWrOyyZcvaAW655ZaRYzz++OOxadOmZTdv3mzU1NRYpaWlb1No1q1bZ06fPj1zKEXl8ssv71+wYMG0adOmRU488cShxYsX9x1//PHZ5uZm7bbbbqtbs2bNloqKCufEE09seuCBB0rGFry87LLL+q+//vrxw6TniSeeiD/33HM7DnWeEydOtJqbm80f//jHzQ8++OC+93uN/xJs3rxZb2lpMWbMmJEH2LVrl7lq1artqqpy7LHHNv3oRz/aO3v27Pzy5ctD11577fjXXntt+2c/+9nxJ554YvKrX/3qLsdxSCQSysqVK4MPP/xw2Zo1a7YIIZg3b970hQsXJsvLy919+/aZDz744O7jjjtu75lnnjnx/vvvj1933XX9V199deO3vvWtfWeddVbqM5/5TP2BY5s6dap1xRVX9AyTHIDf//730eH3Fy9ePGF4++uvv7725ptvrv3pT3/aAuA4jrRhw4Ytv/71r2O333577emnn7592bJl5bFYzN24ceOWbDYrHXXUUdMWLVo0BLB+/frQ2rVrNw2HLR511FHZ9evXh/4nPoN/JPxDkZ4PAyuvXMl9d55Eq+ay0etnQ76d5dntAMhITJLjzFIrmaVUMkupYoJSioKMJ8kkS+KEbRs1kyGlafz7os+R0wzuevA/CPW2kmHYStgjjUufN4AkQUDoBIWGKoHneuQUiYwi06fJJNQIjdpMphtzSDgDvGXt5M+WX+BYSDLb7L1sy/8IafdKJqVP44svD/CpX/yGSCJFKhZm4zGzee7of+JJcwtvWJtZ42zjaGM2p5nHUmZUcL3xKVbk/szv0n/kXxPf5Z+iZzCr8mP0lpTTGymhNxKlMxqhN1ZGTzROfoy8LHselakUNYkEU7u6qEmlqM1kqM1kqE6nMR0HPZHASCRQcjlyrktaURgMBmmJx2ktLWVfRQX7qqp4oa6OwVhsv8+ivLeXCbt3M2nXLibu3r1fq29tHbFmHoYAPF3H1TS/13U8XceKRPy/DWNkuatpyLaNlkqhDw5iDAxgDA0hj7F7HjYOGIavSLm4ulrYh+qTXvwQuoFIlP54nN6y8oMSmM7qarqqq+grKz/ovRcZGqKyp5vqjg5mbtrEwhdeoLajg3EtLdS3tDC+pYXa9jaMXJ4t5bBsYZBfTXHpU/NgMco7JJhCObOpQwB/ym1jh9aDLfnubpVKFfPME1ADEba5W3mm4zdYXo6QMwlt9x3kaq8m92kFfiFB75/h1f+CR/x8HVk7G+/nX0Y0Hz3mqox+AsGaDsKVA/RtmUyuPcKxU17hpBNf4rQjn2Ne/Tp02cYDWpQaVqhHsUmuZ60bpTuXYWCoj8HcRhLWn0jke8nY6f2uTyBQihkoJVjeREAxcSUJ27Wwc0P0pTrp7du1/wWVVYjWQ9k0mPdZ2PY7eO4LfCQg8bvqFAFFxS24/3VNuAojNpf6nd9DSu2AypOh+nTIdkDzL8BJQvlJMLQRrH6oWghVH/VtuGXVr71TdpSv9BRRxP9RdHZ2qpFIZL+nSrNnz07PmDHDArjooov6V65cGTZN09u1a5c5f/78aQC2bUvz5s1LHbi/adOm5VtaWoxPfepT4xYtWpQ499xzhwYGBuSuri79iiuuGAQIBoNjo5b/apxzzjmDiqIwb968XF9fnwbw3HPPRV966aXojBkzZgBkMhl569at5hlnnJG68847q55++umSwnlrmzZtMqurq9OKorB48eKBsfu+4oorJpqm6dXX1+d/+MMf7uvr6/uL52I333xz9RNPPFHa39+vdnd3r580aZK9c+fOjU8++WTkxRdfjJ555plT77///l3JZFI55phjkrW1tQ7AJz7xif4VK1aEx5Ke448/PtvX16c2NzdrHR0daiwWc6dMmWLdddddlQc7z4kTJ1o1NTXWwoUL04cY3vuCNObh0JNPPhmfNm1aWNd1b9myZXurqqpcgPPOO29AVVUSiYS8du3a8IUXXjhpeBvLsiSAV155JfLYY4/tAVBVlbKyMvdPf/pT+MwzzxwcDv0766yzBv74xz9GLrzwwsG6urr8cccdlwU4/PDDM83NzUZfX5+STCaVs846KwVw1VVX9S1fvnz/Sck74MDtlyxZ0nfhhRdOHH7/wgsvHAA47rjj0jfddJMO8MILL0S3bt0a/N3vfhcHSCaTyubNm01d18WcOXPSY/O0VFVF0zQxMDAgx+PxDz2c8R8FRdLzLvinX/0Tb7rraSDGeDnCx9UJlEgmOWx6RY7t3iAvWrv5DX7h0RAq05VSJhvVTJJ8RShSEuf2sz5HW2k1X//1XUzuafUnRkKA8Ah4Ei4KlquQkRz6ZItdShZXknEMA08PICkGAU8i7LngOrieTba0AWvqJUhTj4HkbuT1DyBt+KUfZte3lZ19W/hSqcKDNzXxydZKFr3UwtG/f5Wjfw+XT2vkiROP5xcNXazKr+XP1mamVp1G7eRPMlR5NvXcRMurX+FXHb+FKhdOvBciNaiuQ8VQgopEP9Na99AwlKUhlaVuaIjKZJJQIkGgt5dAXx+B3l7M4dd9fQT6+1Fs+x2vt6f5IV6urtNXUcHuiRPZM3EiuxsbaW5ooHn8eF478UQeu/BCnDEx4prjUNvbS31fH3UDA9QNDlI7NOS/HhggnM+Phrc5DsG2NqJ79hBqayPQ34+WTr/dwnp4TICQfXOD3oqKQ6ownTXVdNTU0F1ZRW9ZGWKMijWMQDZLRV8vlT3dNLbs5dg3XqOmrZ3atnZq2tup7uqiurOTqq4uArnc27YfDp8TQEsMvnWUxE/n6+yKWEAGuUA6ZEnCQ1AplTBNmYAsNNa4rbTQiaf7/x/L1GoOD5+KpTpsyK+nrXcLAjD0hVD5VdJnngg1gOfCG4/Bg9+G1lWgRZDTS/Du+zJe/3gOJDpqaIiyWZtgKMLsYCcfmfVHTrroJeaPewNdsRnyJF6Ux3GjciSrKWGnLZFMdmEltuNlX9n/hM1SCMQhOAGQwclBbgAyvWSz/WSzY5T9YLlf76dyJkw+A2Lj/L9j4yE6DsLVICsgBJXPfZ7uN37Ax0PwcLXAU0OoXppkbDaZiZ8mnm1D3/hv4DkwcQlEpkL/n32HNjUE5SdA7yqQdWi8EkpmgRICVYeSw6BkJijFBNMi/n7wTorMh4VQKORZlrXfP0LpANVTKpjNnHDCCUNPPvnknnfaX0VFhbtx48bNv/nNb6I/+MEPKn/961+X3nvvvR+K4mCa5sgPwrDhkxCC66+/vuOmm27aL6n+qaeeiqxYsSKyevXqrZFIxJs/f/7UbDYrA+i67h2YzzSc0zP8d1VVldvR0aEfbAI7d+7c3JYtW4Ku66IoCnfeeWfnnXfe2RkMBg8fXicQCIiLLrpo6KKLLhqqqqqyH3/88ZJTTz01+Zec56JFiwYefPDBeGdnp3b++ef3v9N5btu2TQ8Ggx/IBDsejzu9vb3KsJFBX1+fUlpaOkKQh3N6DtwuHA57AK7rEolEnK1bt27+S473TqZduq6PvKkoishms7IQ4m336geJ4ftLVVWGlUkhhPTNb35z3/nnnz80dt2nnnoqcrDrbtu2VCD5RfyFKJKed8EFMy5A2bqGXt3jVbed30n7hwnH0WkgSClxFCTSOHS4GdZmNuBm1gNgBCrJv9rBKQNZlM5+MiKIJhRsScfSTVxFxUFBqAqSpBIkiKwqJCQPBwspl0EhhYNCIhBm4/QTWD/jBFprpyAJj4a9mzh6yxqm7hwirpxOm9nPm/Zu3nL3YuPyurOF16u38B+XVTOr5BKmSIdj6XH2jRvPYNMUJH0Qa8VtbNj2BBuGXkM+9ibKJp7H1AX3kFv3Y5q3/wR12WRODy3knMF6agayRPqHCA4MEBjoJ9afJDqQJDA4+DZSYwWDZONxUuXl9EyaRLakhGRZGUKSiLguQtN8JabQD5sQSACyTFCWmSnLzBwchEQCNmxAAhxZpisapa20lNZ4nLbSUtpKSmgrKWFjQwOJcHi/cZT19TFh924m79zpq0V9fUw0DCYAedOkd9y4/QhMR00NnTU1tNfW0F1VTVdlJX2lpbgHScY18nnK+/qo7O1hXHsbR61ZQ217O9Vt7dS2te1HZMLpQz8gG/t48lD/artD8NgMeGiuxKv1/hYxFAJoZLF9lRGXICaT5UZUTLY5rXQxmlsZUctoip1CVs7yevpPJAdbkdQQYsY/w8Kl5EsbIQlsHUR+80d4O3/o19eJNMCEu0C/Bq80Ah+XIAQEgaAgog9yfOoVFvSt5NjuPxLrWkOz5bLNlrhLLmdDopr2bIZ8pg/YV2j4aoge9klCoAzyQ37IGECu329qACVahxquQauegxmqxAyVEQ6UEjNKKDXDBADVSiDlk5Afwst34rRsx9mRROT6ENluRLaX/uwgr6XSXBmF71SbaMJC4NE9YQmBihOobH0cqf0J34Z64lUgGdD6uF+DJ9QIagx6/uQXFx1/iW9DrYT8fJ7yYyA8vhjOVkQR+CTFdV0pk8mMTM42bNgQ2rp1qz5lyhTrscceK/30pz/d85GPfCR9ww03jN+4caMxa9asfDKZlPfs2aPNmTMnHwqF3EQiIdfU1NDR0aEahuEtXrx4sKmpKX/VVVdNKC0t9aqrq63h0K1sNis5jiNFIhFvwoQJM/fs2bPpgzqfM844Y+i2226rveaaa/pjsZi3Z88eTdd1MTg4qMRiMTcSiXhr164133rrrfck8UYiEe/iiy/uXbJkyfgHH3xwr2maYu/evdrTTz8due666/rnzJmT/uIXv1i3bNmyNlVVyWQyI867L7/8crC+vt5ubGy0Xddlw4YNgdmzZ2cXLFiQvvnmm8d1dHSoFRUVzqOPPlp63XXXdR947Msvv7x/yZIljQMDA+qKFSu2vdN5Hmzs5557buMXvvCF7pNPPjlzsPcPheOOOy75k5/8pGzZsmXtjuPw0EMPlZ1zzjmDf+n2paWlXn19vfXTn/40ftVVVw14nsfrr78eOPbYY7PHH3988q677qr46le/2u04DkNDQ/Ipp5ySuuqqqxrvuOOOTiEEzzzzTPznP//57kPtv7y83A2Hw+7zzz8f/tjHPpb6+c9/Xnqw9SKRiDs0NPS22MOysjI3Go26zz33XPj0009P/eQnPyk79thj36ZejsVpp52WuOeeeyrOPvvspGEYYv369UZjY+NBnxR3dnYq8XjcMQyjSHreA4qk513w2Ya5zLXDBJxGPFch69q0ylla5CwtcoYWOUeLkmOrMkCXsn8+X1AoCDNOVjfRtj3DcjfDcvywuHFylMnEmWJFmEqcOjmKqylkdQ1bVtHwqPL8ZPuUavDGxMP588wF7Gg8HE9Rqeneyxl/fIBZW14mkuxHIBjUDbaUV9Ifn4Mav5QpkTK6k9vo3/MMXssKuqxOurof5kXzGZQ5n6K2fjpzNqzlirUbmbQzSot0Ir+u3sKmF2/Gfe4WFu6t5OLtAdJOKf9vfi9PVD8JO+CHT0F14aubCwZIlUTpqYjhNE3CLq0gG4+TjcfJxeO4hoErSeQ0jaymkdE0JCEoyWZ9t7SDGBMM/6VYFno6jZFKjfRaOo2ZSqGnUowfGGDB0BB6KoWWy6HYo5bN+8aPZ/W8eWycNYvtU6fS3NBAe20t26ZOJRUOH1SFGQvFsSlJDFHV3UVNZydz179FTVs7da2tPqEpkJjqzk4iyeQhSYonFYiMgLH/FT0ACSSxXxTayPhdCfbEYWs5bKqEDdUya8YF2BHN4EmCQKCaeHQi6dReEulWZC0Eto2tBTBnX4UTrGD99sfwutf6IXcCKJsKp3yDZKKZNa9/BxJ7IT4RFnwbcdiVYET8gSRa4I3vwZp78fIJGHccnPafMPXjoIz+y4hkujl89+NM2PF7Yp2rySZa2ZEXfNeGf3XHXgUB8iCSrPrKyYGwM0QklbJAjLJgCeGyBkKyhqkoaJKCJIHteWRdm7STJNvbS757LWknT9LO0WVnSTs5LM99+77HICRBXIG4DLeWStxYESbsJekOz0Ke/BnisoS25f+D5BaoOAlqzwIrAXt/Bpl9EJ8H2XZIv+VbU9ecDarpE55QvU94jLfnXBVRxP9lLFiwIPH73/8+/PGPfzwJcNhhh6VuuOGG+q1btwaOPvro5OWXXz6oKAr33ntv88UXXzxxOETp1ltvbZszZ07+U5/6VO8ZZ5wxpbKy0l62bFnL1Vdf3eh5ngRw++23twI8+OCDe5YsWdJwxx131GqaJh599NFd8XjcE0Ic8unD3LlzZww/yV+0aFH/nDlzsu92Luedd97Qpk2bzKOOOmoaQDAY9B566KE9559/fuJHP/pRRVNT04xJkybl5s6d+57Dv5YtW9Z2/fXX1zU1Nc00DEMEAgH31ltvbS+cX/PnP//5cQ0NDbNLSkqcgp11K/ghhJ/5zGcahhW1ww47LP3lL3+5OxgMiq9+9attJ510UpMQQlq4cGHisssuGzzwuEceeWQunU7LVVVVVkNDg/1O56mq6tsm2Fu2bAmOGzfunUM4gHPPPXfK8PZHHHFE6sEHH9y7ePHi8VOnTp0hhOCUU04Zuvbaa9+TzfMvf/nL3UuWLGm48847axzHkc4999z+Y489NnvPPffsW7x4cUNTU1O5LMt873vf23vqqaemL7nkkr4jjjhiOvhGBscff3x227Zt+qH2/5Of/KR52MjglFNOGTrYOueff/7gBRdcMOnZZ58tWbZs2X7K1M9+9rM91157bcMXvvAFefz48flf/vKXze90PkuXLu1tbm42Zs+ePV0IIZWWltrPPPPMroOt++yzz0YXLlz4oboN/iOiWKfn3fD8MdD3OgCWpZPLBcnlguRzQbK5ABkrTMYNICSFIdljY1iljRQ9XpLV5XG2hzTMjg3ks137BRnLSAjEyDINmRqiTKGUGZTTSCkdE47i1dkLWDPjOHJGkJKhXuZsfYXq9s14ksdAvJ7+0np6S+voK6khE4zuN/RgspfwYAehwXYCvbvINf+B3vaXGHL8kCBJwIyEzk1/NrlgXY5g2kIC/tgI/7YQXh0HEwfgS2+GOKE/zk/nOtwzuQtTqFyemstsYxpBLUYAHTyPvMgT8jQiBEBWsWQZR5JwJAmlYP8csG3MbBY9nUZPp9EK/YF/a+k06hjVSACpcNgPIxsOKztIiFlXVRVdVVXkTfNtH6XiOJQO9FPR20s0MUQgk0F1HVxJJhMKMRCP01ldTaKkZL/tynp798sfmrRrFw1791Df0UZZfw+uLCEJgZ63CKQtjLz9jm5uYmwvwZ4Sn9hsroANlbC+RmZ7KVjKGDU7Ug+VM6D2KCifBmt/As1/AjMOdsYPQZtzBVKgFLHxIUh1+AqKnYZQFcz/AqQ7YN3PwUpBwwLfUrppkR/yBdC+Gl75ZqG+joDJ50HsC9BdCX07MdLrqBR/QpY2kpR7GPDc/e5pSfj39IEnrMkaASWAIRtosoZUoH8SHsgOlmuRdXNknDyueOfIiYiiUKJIxGVBqeRRKosRIjPcl4z5OyZDUA1g6CFQwziyjiQ8qrO7sGSTnVXnMmHc6YSSW2DH98HLQ8PlEJ0GqZ2w9wGfqJUeBQNrfEe8+vMhfjjIBmgRiEyB0iNAK9pRF/G3w99rnZ5Vq1YF7rrrrurf/va3e8bWYvmwj/vLX/4ytmvXLuMrX/nK29SNIj4Y9Pf3y5deemnjs88+e0jFpIgPBx/96Ecn3XXXXa1z5859Ty6F/xdQLE76fvDa4+z4yWJKyk20iIUesTCieRRtdHLmOhL5IYNMyiSTNLEHdVY1HMd1X/wR89au5r9uvx7hWbTrFq2GxV7TYl/AojlgsSdo023YHPR5lBaE6DjM2BTMyqPIzj6PfM3MEWVEdl1q21sZv28PDfuaaWjezYTmPUzeuZNJO3cRG0qhOi6K7aK6HoorkAW0RGHZ0fCLw6CvIMLHcnDBZrh9OVSlfUL0dBN85RRYXw2zuuDfl8OUPrjy4/BGPZy3Ge55GirfR0pjOhikvb6e9rq6EdLSU15OV0UFPRUV+xGabPDtxkOy61LZ3T3aerqp7uiktr2dmo6OETWmqquL0v5+JCEQsi+/yAe5911Zpru2ku0zprFt+lR2Tp7M7gmNtFbX015VQ0dVLc4Y8wbNsmjYu3c/UtS4Zw91bW1UdHejCEE6FGIoFGRXmcyWUpct5Q57Ilk6tEH6RR+uGPOQLFILlbOgYqbfyqdBuBYp04MYbIaND/kJ+EbMV3ByA9DwEQiVw/an/JyX6Hif9MgKTDvPDxfb+Yy//vgLQSyFtUfBNpdQdAuRE75DLytxBrb6OSrKOOiTkPRuhDF06Fg7KDg8aCBkJNlDyO/8wE9CIqgahBWNiKoQUSTiskRcgQrZo0J2qZBsKslRNoa8lMgQlUGSFCQEMqPfP4GEpYTJqVEsKYAnK0iAKlwMJ4np9KOMucaOpNMSmEJH1SKOKp+O1v4EtP0GArUw8WqQw9C3EtqfAqPMd20bWANmtV+MNFDjXyejDGKzIDZ9PwWsiCL+Fvh7JT0Ay5YtK/v85z/f99xzz/2PkZ4iivhHRS6Xk+67777SD7MA6v9mFEnP+8Hxx8Mrr7x9eQl+knftAX05MCZyyuuVkNsEdADtQAdYPSrNJY3snDyFnZMns+awWayc3UBL2MIZ2A6tr0HPRhhq9Z/Kj4WAsKtRn1KY1+pydJtHUx9M7vVoGBAcKD67soSjKdiagqXL5HWZnC5j6QpZQ+bNcocfzsjwZoWDK/v7H5dW+MROg0+tFUzoyPHUFMFXToGdZTBzUOfyfZVsi+R5oKGXkKvwxZ2NfKQnhiokAp6CLCQGI2GSsTISpRX0lJXRG4/TXVZGT3k53aWlfl9RQSoSedullTyPsr4+qrq7qe7spLqjw+/HhJQN92V9fUhC4Cm+TbLkeW9zcQPwJIlcOEg2FiQXDZKJhhisiDNQUcZgPEYyECCvGlhChryLnHPBk7FVnawZIBMKkQ6FSIbD9FRU0FdeTn88zlA0SjocJmea2JrmKx2De6B7E/Rshp5C37vFJyTDiI6DihkFcjMdInW+zfFQK3LvNujbjjSwC29oHyI3avwjKQayEsC1BlHVCKqkkbP7ARkzVE/eHkBYSag/DrL90LcVpBD0nAbbJ0N0L5TtQCptRhhJ4J1Dwg4KV4V8FLKlKF6EkphEZYVLRDcokRVKZCiTHcpxqCBHtZylTs1Rp2SpltIYvD3EzZU0XNlASAoID0XYKF5uP75lKRHyWhm2GsGTFITwULw8mpPCcAbRvVH2LZDIqyWk1VLSWpykWkpajZPXKxBanKAeYE4whL77RzC0yQ9Xqz0XvCy0PAaJtyDcBJ4FmWYoOQLqzvPD2dQQBGshPhdC40Yc+4oo4m+Jv2fSU0QRRRTxP4Ui6Xk/ePNNnvn6BZQGKpEQPqGRpUJRSQkhSTiKxGA4hOx5dFdW8eMrPsuswU1c9voDRPUkMW2Qaq+bgBid9A6pEbZGp7EtOpWt0alsjU6nxajHGZKYtXkd07ZvYdK2HYzftYsOp5fXYknWlebZWg4dYXAOYtmvulBt6VS7JqVyiJgRpVSPUS4FiXsmmu1i5hz0TB4layHyWfSsjZF3UbI5nq0c4onxaToCHkigenBsm8wX3pA4dbvLg4cbfONEl46Qw4x0JUd4c3khuplO0UZV6YmUz7+NnsaZ9FRUHDRnJt7fP0pYurqo7Oqitr39bUSmoqcH1XXxJIlMIMBQNEI6FCYbGCUfwy0ZCjFYVkqiNM5QSZRkSZRUJEIqGiZVWCcTCJLTDCxVJ6fp5HSTXOC9hSIpjkMonSacShHMpNEzScTgbnKJbWRTu8im9pBL7cVKtyG8UVVBClVDxXRExSzfLlkP+i5yqXbo3wV922FgN9j7k1sFFRV5TBikwMPDxi3k/vjubJKiI8wyX/Fxc4xmBf3lkJEII1GpetSqUCfLqLlKPLmcHTuPZ90r/4SWjTMuOkSNmmN8rIe5s9/i8BkbGVfaSUQkCIkhAqSRDzi2h0xODuGoITzJQJJ9pUbxLFQ3g+YOIYtR4uXKBjmtDEuN4ygmoCAJB8VNY9r9GHY/8hii5kg6GbWElBonpZWT0SpIaaXk1TghLUJENwkpBkHVwFQ1NFlFkWSU5DaUXT8AJw2Nl0F0JuS6fDvqfK+fvzO0xSdBtf8E8WNAkf2cnWAjxGcX6+8U8XeFIukpoogiiiiSnveHTCs//7eziCt1CBck10NyBYrwyOoBusur2V3XQGdZLa0143l17gnYqva2SX90aIDDW99kWmIbVVI3FXIPU1PbmdG/iTqrY3RFD+jGV4Y6wOsAp0fB7VFw0xJCVnBkwfa44I0al5X1LmuqPfaUMBIip7l+Irw3Zgia6+fnTO73Q9Qm9/ttwqBEUKugp7p2xLVsU7XB78Kvs9vZiDccFqRHYM7lMPsSP/fj5W9AuhsmnUFIryKz9UE0JcSJkYs5eqiO6q5OKru7feeyAsFprx/H8o+czPamJtLBIJkxJCYVDu9HZtKhEJnQe6txIrsOZj5HMJMmmEkTSqWJJJPEEinCqRShdHqUuAy/LvRjWzCVQrGz2IrFgGmzqTLPm1UOO0s8WoMOQ5JFBgtvzARfR0XXYsiRGuxoLXa4EkcPQGKfT2yGWg5I4pd823JJ9m20PZv3XlriXQiOAFwdyTVRVQ90ge36asjJkRD/Hk1zXBBSuRAbWmazN1ELVb3kckGCaY0KPUldvI3aeDth8+0xjDlM0gRJEyIpQqS9IJKkEzYkwrpDgCymk8C0e1G97JhhyeS1UnJaGY4axpNUQKC4OXR7ENPpQ3P3V22ySoyMGiOtlJBSYuTVEiyjDMmoJGzECGshQpqBLiuYso5+EJc9PAuS2/1Qtc4/+OFqE5eAGvHVnn2/BEmF6HQYeNOvudNweUHNkSBQB+FJEJ0KRvTt+y+iiL8hiqSniCKKKKJIet4XrG+XoVf0v+t6riTjSCqOpIILkuMhOwLZ9nAlhVQgTCISI68Z4EJ0YIh47wChZBrJA6ECOqABht+kAPuFymEDaSCFbymcBIZADPmLVpvwRlDi9aDg9bBEu+Z/trKAqGSgKRq2BCk3jzMmx0GSFYxIDUasHr2kAa1kPCGzkhIvSL5lDXv2PEnSGrU8LrcMztoXwUgleWRqnsEAnL4D9kVhcxVcvAG+9wyIYBkvLlzIH047jRdOPZW9jY2AX3RzmISYuSyGlUN1bVTPRhV5NJFHEnkUL4/q5NDsHGYmRWxgiJK+BKU9g1R291PROUBVVz+17f2UDiTRLWskHGo4wG3YEW0shq2hLU1iMKzSUq7xVoPByok6Gytc+jWHFDYZLLI4Y+wmQEdBR0VWAzhGGFvRcISDyCfAOqi5y4eLsYV7huph10LYdTpS7wxOWvDfTDrqF6z2unkrlyUiw6ejcG1ModINIeERNlIcKMrlbZ32wRraB+po7a9nwCohUJ2lbMIAjubny5iSTZQMMS9JjAFKpH6CJHw1tABLjZLXysirJXiygQdInoXmpDCdfky7f7/cHFsOktVKyaklZJUoeS2OrZfh6uVIsoYpQVgxCOkhND2GpgZQZOXQtRSEB5m9kNjot6FtIGyQFCg7FurPBdeGrj9A94tg1vqha6kdEJkO4z7hW2lLqk92Io1+rxYNC4r4+0OR9BRRRBFFFEnP+8IXVv+MRKmMKhx0x6K8v5uqni4qe3uo7OuivL+X0kQ/KxZ+hL0TGzj/N//NlD27GCgrYcfUKeyeMoFsOIhh5WhsaWbCvj1U9HWDDJ4mI1TJ9zJW/F4o/pwMBZA9JBVkVSApfkP2xYG/JKqm3YHXc6PtzzlIFz7uEhmaNKhWwZQgL6DFgR02JMekxMhAgwoVCvR7sNuGsRkzczWoUGFVDiwBc3RYb0GZIvEfdTFOi4dxhYxiOyiWhZrPIbsCV5bxfP8uPL9GK5ItUGyBansolodmeWiWi553URz8AxeaJ/xeckEaXi7GrOP6+/QE2LJE0pDpDitsr1BZW6LSIlw6XZdO16PLc+nx3P0yTfSCx1hhV7j7UZ8PGYKREDYFCVXIKMhIsoGLS0YUyiFIoOVDHNFzPKdbjRxR3s7U+k3EStp4LGPx7QTstP3P74slcHUU3FwJe3vH05kqx64YpGuojs1bD2frliNp6x9HXz5GW3c9ZaEBTlvwDGcseJ5Z47ZTJg0RY5CIGEAZE15mSwY5rRxLL8WWA7iSAp6D6uUIOAME7D60MSqPh4Kll2Lpldh6JXktTk4txVJCIGvIsowqKwSUIAHVQJclVFzfuloLgRL0c58OhXzPKMlJbAKnUJ8vUA+xmT6ZCTf6N4eVgH0P+yQnOgOynWAPQPUZvmW1JPsOeJGpfu2d0HhQDuluWkQRf1MUSU8RRRRRRJH0vC88f8kl2IMDTNm5k8bmvRgHFN90gc/94Afce+213HbLv2Hmcvz64ktYO28esuvykeXLueSXD3Pub35D6eDBLdXTweBoQczq6v1ej+27KyvxFD+ZJ2olaEpuZ9rQVuZ2r2NW/waaUjsYZ7eijZm+5/Ma9oCG3OmitubZlobXJXg9DK+Xw6bYaBjcxDQckZSYkpeJSyqosDcIuw2PZs2jRfFISYe+X0xVJ+/YSBKEZI2ka3GGGuBmVaFC8kUsFYHueejucHPRPIE6ki/lN1FoUqEh7f+eJPvhfJYMSckXvVLAUOH1kIBmB7bbsNOCVgd6PJ/Q/S3ueAlfyAvIfr2YsAxBCXTJf88DXAE54RPTjAdZ4ZNR6yD7m6LBl+NwSQRM2Sd37Q58LwE/SsCAB1OicabVnUH/yqtpe7SRjsEKqo/9PRPnr6Zz3XF0vTWbOn2I6eM2MK1+KxPj+5hWt4Xp9VuJGqPFvD0UUsQZpJS0iICqY+hgKHlMZ4ig04/pDBYorA9HjWDrlThGJY5RhaVXkNPLyStRn6W6FrLIE5BUTFXDVAxUxUCTFWRJ9kPRPNcPAVTDoBiFpwEHwEnD0OYCydng5+UAaCUFkjMDIpN9e2nhjCpj2TbY8zNwUhCb7W+v6DD+cghPBIRvVhBugmC1/1ouOrQV8feLv1fSk0qlpJNPPrnp1Vdf3aYeLOz0XXD77bdXLl26tDcSibyzn/17QF1d3ezVq1dvqampGfmxfOihh2KbNm0KfOMb3+j8oI5zMMyfP39qd3e3ZhiGFwqFvJ/97Gd75s6dm8/n89LSpUtrn3766biu66JQi6ftoosuGkokEvJ1111X/9JLL0XD4bAny7K46qqrem644YZe13W5+uqrx61atSoqSZLQdV089thju6ZNm3awn45Dnv8HjfPPP7/x7LPPTlx55ZUD7772u+Od7M5POumkyf/93/+9p7y83FUUZd6UKVOyrutKkydPzj7yyCPNH+S989dg/vz5U+++++6WBQsWZIbHCnDfffeVfvnLX+4BaG5u1j772c+Oe+655z5U++9rrrmm/uyzz06cc845yXdf+38n3on0/EP9ikuStAhYNHny5A9snx/73e8g/fZ8BkcGR1H49698hXuvvZaGPXu449av4aoqs9av41+/9m8ct/KPOJpCV1UVP7jmcrorq+ipqqanvJK+ikp6yyvpL68gE3q7g5niOJT29VDZ3UlldxfTNq+nprOT2rZ26traqW9tp65gyRzMjqmpJoFXAe54Ga8OqPHQa3IokwTKYTAbv13tgNWn0Ncr83pS4g1b8KYseCnq8ljQ1zZ0F6b3yhy+V+bMDpl57QrZeDVPLziMlbPqeSvUgdX5KqT834ic4/+PFQKSrgUCnrWz/DEDF22Gc7b5eUTxHHTpkDAhrUFWg5Q+2oYMv0/rkByzPGmMvp8wIKPtn7f0weG9mQFIB/TD4XNjIYA8kPdgEP5y0zQBKjK6kDGQqcfk80YJ55cNURYZBOBPKZ2vdYd4yU3gScC0c6HkBnb84Fh2PenQNHEN51xzIw2KRWnKoF4ZpOmshxj/qZb9DtWXLSdvRulWJtMmmbjCd8MzyRCX+qlhHxo5f+xZ8CQNx6jADTWQMubjGJXktXKyejm2pBeG79tLG0AQl1LJRZMVNCOMIpfuT2SE55MdIXyXNK3Et4YeK2t6jq/MJDbA4EZI7/Yvkmz6tXUqToHoFFDj/kUeWyhJNiDXAYNvQedzfi5PeDIMroXQBGi4FNSY79cengrRRjCrwKwsOrQVUcRfie9+97vl55xzzsBfQ3gA7r333qolS5b0f9gT10svvTQBfKjFHh3H5xj333//7gULFmTuvvvu8qVLl45bvnz5zqVLl9Z2dnZqW7du3RQIBERLS4v6/PPPRwpja2xsbMw3NzdvVBSF9vZ29fvf/345+BPn4e0URWHXrl1aNBr90Cf5nuchhEBRDvIw6n8YK1asGCFChmF4W7du3QxwzjnnTPjmN79Zcdttt3UNv+84Dn/tvfhBYHis27Zt03/yk59UDpOexsZG+8MmPI7jcOONN3ZfeeWVDf/IpOed8A9FeoQQTwJPHnnkkUs+qH1OPPE0OuNDhPIqkZxMxIWQqZKdWs3ek+cwMHEC7F1Jl9Co27iXgNDprRjHnf/2NVz162/bXzSRGLFfnrrjDao7O6np6KC6s8Pvuzqp6eygrL/PT+cZO6MembwdsCy0/3tyDuQdHuw8yHqVQBVIVWBUutRWupw7Fc4dcye09sPrffC6Ba9GBb+qdPn5XH8ar5hDhKr6qIhEuaAnyKK9Mxm/KcevKgf52USflEQtyMpgF/aZ0+D+w/z2l0J3ffc4AE8CW/b7ETLxoZpmvTctSBzQI/DD0gBVktCFguGpBDyDoNAJezoxz6AEnTJJpUT1KNMsKow8FWaWKjNDtZmhRBUEJJBG4vcALDoTJiu7mni4WeLZfIpUbBOSplE983xOEEcw78/9NOXvZObCN2m8oA1dHv39G0zH2NkzkZe2nUj7q3VEYlmmTW1hQk0n4fAgca+HGm/Pfrk5tlqCa1RhmRPIGFU4RqWv3ChRXMATvrucBGiySlDRMGXQ8VA9CxXZ5y2SVmgHfHie46swAFoY5MCoqiIEZPaNycvZ6hcQRfYVmdpFfnFQs7ZwjQr7lmX/WE4GElsgucnP6bELc5pQIzhZSG6Fio9A1Uf9ukayCqWHgVHhKzx6adGhrYgi3gceeeSRsl/96le7wX9af9ttt9XG43Fn9+7d5tFHH5184IEH9imKwuOPPx69/fbbay3LkhoaGvK/+tWvmr/73e+Wd3d3ayeddFJTPB53Vq1atf0Tn/hE4/r160OSJIlLL72099Zbb+3euHGjcc011zT09fWpiqKIRx99dPfMmTPfU9HG73znO2WrV68O3X///fvOP//8xkgk4r711luhnp4e7Y477mgdVixuueWWqt/85jellmVJZ5111uC3vvWtdoBTTz11UkdHh57P5+XPfvazXTfeeGMvQDAYPPyaa67pWr58efSuu+5qHXvMhQsXpu65556qZDIpP/zwwxW7d+9eHwgEBMC4ceOcT3/60wObNm0y1q1bF3riiSd2DxOM2tpa5+tf/3onQEdHh1ZVVWUPvzdp0qSRcJR777239Jvf/Ga1EEI69dRTB++55562sce/9tpr6xoaGqzhifeXvvSl2kgk4n7ta1/rOth5btu2TT/jjDOmHHfccck1a9aEn3jiiZ1NTU2HVJSGceONN9Y899xzJfl8Xj7yyCNTDz300F5ZljnY5zZ9+vT8tddeW798+fKYJEnipptu6liyZMkAQDKZVE477bRJB947h1KuTjjhhNT69esDTz31VOSOO+6oqaystDdv3hzctm3bps997nP1q1atiliWJS1ZsqT7pptu6gX4yle+UvXII4+USZLEwoULEz/4wQ/aXnnllcC1117bkM1m5YaGhvzDDz/cXFFR4c6fP3/qvHnzUi+//HI0mUwqP/zhD5tPP/30VCqVki6++OIJ27dvN6dMmZLL5XIjPyLDY73hhhvqW1pajGnTps046aSThr70pS91n3322VN27NixKZPJSFdccUXD+vXrg4qi8J//+Z8tixYtSn7nO98pe+qpp0qy2ay8b98+44wzzhj84Q9/2Aoc9PsTi8W8urq62Z/85Cd7//jHP0Y/85nPdF9zzTUDg4OD6r59+9Tx48d/aErf3yv+oUjPh4FZH32DUL6bpCcY9DxaXDEaPPZ6oQE5YN+Y7cISRGS/InxMhqg0+jomQ6xQLT5mQmyS/3A6JvvhT57sh22Zf6OHy/WlfjsfAIEjYJM1nBs0yOsdq9i8dxW7gIfLYMpCONqEWw3oceDJNGyxISJBlQJ7nFFhQwFmaH7oVmpMGJfD/lTDUvz2PwWZUQ+JgDz8+UmEC0UxYzLEFYkyWRCXJaKFz69EFpQoEJcFpaoftqZJsD8V8vBdKHxFznYUsrZBztXJ2joZxySTD5C2ykl3x9iRKuPNbJRUPkwyGyHtquQUh7yeJank2RXazrayNQyY/VRHdW6Om/xzKE0s+yjwKNZMhbZcjB0d03hm9T8xmCpFNXJEzDQVwT6m1W7jvKN+S1DPjJy/6+lkpEoS0gS6taORIlXI0SokswJbUXE9D5fR2EBVkjEVnYCqocsqmiShSh6yl/fJxPDpy+rBw8KE8E0FhOuTEz1eUHVksPrH5OVsHCUqZg2Un+CHqwUbCrk9hd8SSfYNBzzbNy8Y2gLJbZBp9T8D2fC3KTnMX6/vFV9ZaljsFxdF+HbUJUeAHvILlepFh7Yi/nFw1VWM27iRt1d4fh+YNYvMT39Ky6Hez+VyUktLizF16tSRifGGDRtCa9eu3djU1GQtWLBgyv333x8//fTTk9/4xjdqXnrppe3RaNT7t3/7t+o77rij6u677+645557qlasWLG9pqbGWblyZbCjo0PbsWPHJoDe3l4F4JJLLplw4403dl5xxRWDmUxGcl33fT+p6Orq0lavXr113bp15rnnnjv5yiuvHHj88cejO3fuNNevX79FCMGpp546+dlnnw2fccYZqYceeqi5qqrKTaVS0uGHHz7jsssuG6iurnaz2aw8a9as7LJly9oBbrnllpFjPP7447Fp06ZlN2/ebNTU1FilpaVvU2jWrVtnTp8+PXMoReXyyy/vX7BgwbRp06ZFTjzxxKHFixf3HX/88dnm5mbttttuq1uzZs2WiooK58QTT2x64IEHSi6//PLB4W0vu+yy/uuvv378MOl54okn4s8999yOQ53nxIkTrebmZvPHP/5x84MPPrjvoAM6CG666abuu+++uwPg4x//+IRf/epXsUsuuSRxsM/t/vvvL9mwYUNgy5Ytmzo6OtT58+dP/+hHP5qCg987hwqfs22b559/PvrRj350CGD9+vWhtWvXbpo2bZp19913l8diMXfjxo1bstmsdNRRR01btGjR0Pr1682nn346vmbNmq2RSMTr6upSABYvXjzhW9/61r6zzjordf3119fefPPNtT/96U9bABzHkTZs2LDl17/+dez222+vPf3007fffffdlYFAwNu+ffvm119/PXD88cfPOHB83/zmN1vPPvvswLAqtW3btpGE0TvvvLMSYPv27ZvXrl1rnnnmmVN27dq1EWDz5s3Bt956a3MgEPAmT54868Ybb+wKhULiUN8fANM0vTVr1mwb3v/s2bMzy5cvDy9evHiQ/2Mokp53wfTSE5kV7kfoKq6mIgmBkUoxYBh46Qy1a3eRzXkMSipDkkJSVkgBKUkiK0FWcumULfbKNpZkkZdt8oqFI787wVaAIBImMgFJJihJBJAxkQlJMkFkgkImgkzYkwl5EgFPJoBMEAUTBcMD2QXZ9cCTkIQHQiB5ojDxFCRLKuhpaKKzsYmu8VOw9QAIQXnbXibuXs/UtnWMT+7jYwGb80IewTIPy/R40xo1SXghDQ8WxFJNQL3j56Ps0vz5b8jSyKouruKxwX6ns/7rIeHf0LosE1Jk4opMjSZTr0K9Ihgnu4xXXEoVQYnsmznEFD+35uAP8/2ZuxCFkDUxdumogCbLB1eGRCEnJzvcCgQvI1yyIkNWypDVIKNAVi+sUzK8zuj6w9tmhH+tBzyYb8CnqsuYqM1l99omfjwoUT1lA1Y6hjQYpT7Uw/TarXz0Y6OFdT1Poi9XjQiWkjDm0y5VkqKKpFeJo8QwI4Jw2EXVXRRZQghQJAlDkojoQQxFQ5MVVElBkSSftHgOuMmC5XbhQsrGodWR4RA2hG9KoAZ9B7Wx5gO5dn9dNeLbQ4cn+bVxtOEwUGk03ExYvmtecpsf9pbaDW6BzJnVUDIbJMM3NMi2Qmp74b0aaLwC9DL/Qww2QMksUDQIjis6tBVRxAeAzs5ONRKJ7PdjN3v27PSMGTMsgIsuuqh/5cqVYdM0vV27dpnz58+fBmDbtjRv3rzUgfubNm1avqWlxfjUpz41btGiRYlzzz13aGBgQO7q6tKvuOKKQYBgMHiwCOP3jHPOOWdQURTmzZuX6+vr0wCee+656EsvvRSdMWPGDIBMJiNv3brVPOOMM1J33nln1dNPP11SOG9t06ZNZnV1dVpRFBYvXrzfxPyKK66YaJqmV19fn//hD3+4r6+v7y+ei918883VTzzxRGl/f7/a3d29ftKkSfbOnTs3Pvnkk5EXX3wxeuaZZ069//77dyWTSeWYY45J1tbWOgCf+MQn+lesWBEeS3qOP/74bF9fn9rc3Kx1dHSosVjMnTJlinXXXXdVHuw8J06caNXU1FgLFy58e8z/O+DZZ5+N/Nd//Vd1LpeTBwcH1RkzZmQHBgaSB/vcVq5cGbnooov6VVVl3LhxztFHH516+eWXg7FYzDvYvXMg6cnn8/K0adNmABx99NHJL37xi70vvPBCeM6cOenhPKcXXnghunXr1uDvfve7OPgK0ubNm80//OEP0csuu2wkf6yqqsrt6+tTksmkctZZZ6UAlixZ0nfhhRdOHD7ehRdeOABw3HHHpW+66SYd4OWXXw5/4Qtf6C6MIdvU1JThPeCVV14J//M//3M3wOGHH56rra21NmzYYAKccMIJQ2VlZS7A5MmTc7t27TL6+/uVd/r+XHHFFftdo4qKCqetre3/pCtPkfS8C+5O7cNrfvXQK4QK7UOACyQRJHH9J+Lv9m982AhgLAS+hFGANObJuJDlQq2YJPQ0Q/fzSK97yK6L5A0frzDx10C4omCRPTZRwrcaGzs0W4LWAwy20oY9Op7RwfxFUPGVl0oF6jWYpMFUHSapUKdBreorSurI/jyyKKQ9mYwtyDiQdmUynkoiJ7HDVUg4EglXYtAyGcxGGchFSWRiJDJRktkoqVyUdDZK1jaxJBe0HGgZ0NJIRgL0JJKRAjXrv6fkQLUQigVKHqHmQc35+SF/BWRPQxE6iqSjKhqaqqLrKlW1cc6ceAwzmmOU79jFhOo3OXnuSgxllEkmslF2907gpW0L2NI2nTQVTJnlMvsoC7lUw7I9craL63mYAUE0CvGgRUTXCCgmAVUfITeqfEDOjbB9UuFmC5Z7BYcJWWckm0lYY4SughWd6+CrXTKoBmS7faKS2AzpPf79Leu+cUD5sX6ujVHpkxBZ8dUZAeCCk4PUroKas90nMwBKwA9LQwZnCHKdfkPyc3OiM/2wtkA96OX+ckmBkpkQavCNDIL1RYe2Iv4h8U6KzIeFUCjkWZa136/SgRbzkiQhhOCEE04YevLJJ/e80/4qKircjRs3bv7Nb34T/cEPflD561//uvTee+/9ixWH9wLTNEcjloUY6a+//vqO4VCoYTz11FORFStWRFavXr01Eol48+fPn5rNZmUAXde9A3NIhnN6hv+uqqpyOzo69IGBATkej++n9sydOze3ZcuWoOu6KIrCnXfe2XnnnXd2BoPBw4fXCQQC4qKLLhq66KKLhqqqquzHH3+85NRTT/2LcjYWLVo08OCDD8Y7Ozu1888/v/+dznPbtm16MBh8T/lCmUxGuuGGGxpef/31zZMnT7a/9KUv1eZyOflQJlrvZK51sHvnQIzN6RmLseMWQkjf/OY3951//vn71Zl45plnoocsgXAIDN8nqqoyVmF8r/sZi3e6Brquj7ypKIqwbVt6t+/PgflwuVxOCgQCf1Nzh78ViqTnXfBfp36X+x74V4I9UZJynF2XnoYdM4n/107cnSpWJkIuG0EIGWTHb4qFpKcxggPowQH0wCBaYAjNSKKaQ6hGGkVPg+zh4SEQuJLAdSUcT8VxFb/3FBxXxvVkPE/CFX7vgS/fSC4oFig2yLb/Ws2DbIHi+C5ZkutPvAtt1HjZ9d2xvP1lF0EhFO1gBW7eKwqHGv7ui+H9FiDhh5OVKD6hqVOgTlaICw1N6MhOAJcwST1MIhBiKGiSihhskGVeExJZC3IDgtyAwBpwsYZcHNvGUSyfjOhpn6ioWf+6qDn/uh0IswNMoOQdzsXVwA6AE0DYAbCDCCfgL8uVgm0iuya6p6IJBR0FExkTCVOSCMoQlAVhxSWseER0m0jMoSRmE41axEM54sE8ZWaWuJohKtKEnDRhJ4W+32e0DzrewtUlOhrL2do+jadf/ye2dkylyypjd/ckNm4/HFVxWXDsFi78p9VMndqB7UDKBifnEdRUqktUqktNwqaCqSiokjxGnPEKspYNtlNQc/I+mUH4H6g0JrRs5K4p+K3L8igZwgXXA5HxTQcSm3xFx83624cnjeblhCZAwQBhhLy7eb/lO/ycnORWSO4AL+dvr0ZAjfpKjpv183+0uG8vXX6ir9oEx/k7FHbBEU7zx6kGoWyeH9amGH7x0aJDWxFFfGCoqKhwXdeVMpmMVHiSz4YNG0Jbt27Vp0yZYj322GOln/70p3s+8pGPpG+44YbxGzduNGbNmpVPJpPynj17tDlz5uRDoZCbSCTkmpoaOjo6VMMwvMWLFw82NTXlr7rqqgmlpaVedXW1NRy6lc1mJcdxpEgk4k2YMGHmnj17Nn1Q53PGGWcM3XbbbbXXXHNNfywW8/bs2aPpui4GBweVWCzmRiIRb+3ateZbb731nh6FRiIR7+KLL+5dsmTJ+AcffHCvaZpi79692tNPPx257rrr+ufMmZP+4he/WLds2bI2VVXJZDIjzrsvv/xysL6+3m5sbLRd12XDhg2B2bNnZxcsWJC++eabx3V0dKgVFRXOo48+Wnrdddd1H3jsyy+/vH/JkiWNAwMD6ooVK7a903kebOznnntu4xe+8IXuk08++aBqRiaTkQGqq6udRCIhP/nkk/FFixYNHOpzO+mkk5I//vGPKz7/+c/3dXd3q2+88Ub4O9/5Tsv69esDB7t33st1HsZpp52WuOeeeyrOPvvspGEYYv369UZjY6N9+umnD33961+vHTbO6OrqUqqqqtxoNOo+99xz4dNPPz31k5/8pOzYY499mwo5FieccELqwQcfLF20aFHyz3/+s7l9+/a3hZXGYjE3nU4fNIlhePtzzjknuX79eqOjo0OfM2dO7vXXXz9oeOo7fX8Otv6uXbvMiy+++ANx1fvfhuIv/LvgP+6+ly6pH9ROaLThzeXQYdFfZkOlNUo6FGu/p/oCP88n90ENREhIYrh6y1g2UiAykvcXkBTJd7lyDcibkDOQXR08BUXIyJKELIEieyiShxAKwtFwHRPHNnFcFQ8BWha0tN/MIdCTvtpxkMP5IxwZKmqh/o2DwANyEnS6flsPDFfF8a/cENA1WpR1v+shg2OAbYLjkxDkEMhB/3WmbHR5gawM97qnoCMTkCRMiQMIiUtEdYiqDjHNIqZZlOg5okaOsJkiZKQJxwq9mSBktI8sV+S//MGJJWuk1DBpNeT3UoiUE2IoX0lHOkAuq5NPq9gZGSct4wiZPCoZSeet3YexcsWZDHTVoQeylFV3kh4oYWgwTjSa5qIL3uCcszZQWZ5FdTVUr5qQphANKpTHZcIhCVMThWJHhc9JFLyzkQoOalYhN6cQmaLo/rUd6x8+QmyG9zGs9HiQ7yuEnBUUGavPX8+s8guDRqb6REcNMUKkPAfcIX9714HMbp/oDG326+9AQfEZvs7CH2toPASOgsA4/7VWyMXx7MJ4BCiKP35F9fehBnyralnzw+bMqqJDWxFFfAhYsGBB4ve//3344x//eBLgsMMOS91www31W7duDRx99NHJyy+/fFBRFO69997miy++eKJlWRLArbfe2jZnzpz8pz71qd4zzjhjSmVlpb1s2bKWq6++utHzPAng9ttvbwV48MEH9yxZsqThjjvuqNU0TTz66KO74vG4J4Q45K/i3LlzZww/jV+0aFH/nDlzsodadxjnnXfe0KZNm8yjjjpqGvjqwUMPPbTn/PPPT/zoRz+qaGpqmjFp0qTc3Llz31P4F8CyZcvarr/++rqmpqaZhmGIQCDg3nrrre2F82v+/Oc/P66hoWF2SUmJU7CzbgU/hPAzn/lMw7Cidthhh6W//OUvdweDQfHVr3617aSTTmoSQkgLFy5MXHbZZYMHHvfII4/MpdNpuaqqympoaLDf6TxVVX0b8dmyZUtw3LhxbwtadxxHMgzDKy8vdy+99NKeGTNmzKyvr7fGXpuDfW6XX3754CuvvBKePn36TEmSxNe+9rXW8ePHO+vXrz/ovfNerzPA0qVLe5ubm43Zs2dPF0JIpaWl9jPPPLPrggsuGHrzzTeDhx122HRN08Spp56a+N73vtf2s5/9bM+1117b8IUvfEEeP358/pe//GXzO+3/xhtv7L744osnNDU1zZg5c2Zm9uzZb7sfqqur3Xnz5qWmTJky85RTTkl86UtfGiGk//Iv/9J9+eWXNzQ1Nc0Y/m4MG1wcDLW1tc6hvj8HrpvP56Xm5mZjwYIF7/ke/UdAsU7Pu+Ds736JlTueIT+lnnx1KZHNA5itOSRXA08HV0O4hV4oeKJQJ1Py8CQXT/LwJAdPLjTFQsgWnjocLpUBPVUgDu9iguJqkCvZv2Xjfm+UwPgSmFoCc0qgvATMEmgugVdLYHkJvGRCduxvgDfGnflA4+WxGJ4cu0iyg6xZqFoO1cggaXlkLY9kZMDsRWhJhJIDNYun5PC0NJ6awdXSCC0DagYheQg3jCiJQFUY6iPQGITaoD8ZVQLIHQbmDgjsgNAOj9A+QQSHsOIS0yzCep6ImfbJh5EiZBZ6Iz1KTg7sjRQh8z2F1pK1TFK5MOl86O29HSath0gFwqQjIVKxMOmyEKnKEOnqEKlQxCc1Wpi0HCTdHyTTppNr0xGtHkqLjbLPQd7nIPUKn9QKCa/Qi8LnIgQ+KRAyqb4KXFsnXtNOKJiku3U8Vj7AxMYeLvynXZzz0R40VUX2dBAaZkAmEpEoLZMIBGQUZQxRGSYuwvVJjp32Q9eE5yshknaApfRwqPyYNrzMzcLgehhY6ys5mUIkjRqB2KxRkqPH/G08xyclw6FwEpDv98Pdhjb5dXQ4kETKfi5OcJyfgxNqLITA6X4InJAL97NdIEaSX1xUVkEJ+WYJeswfk2L4YzbKwSgrOrQV8b8ef691elatWhW46667qn/729/ueadaKx80fvnLX8Z27dplfOUrX3mbulHEB4P+/n750ksvbXz22Wf3s1p2XZc5c+ZM/8UvfrHnyCOP/MCe/Rbx/nH//feXrFmzJvjtb3+7/W89lg8L/2fq9HwY2PTE6QydNA2OGITnB0m+OUDSHABzEMkcREQGwUiAmfAVkHeCqyLlo0j5KEo+ipQtQxqciJyPQj6ClItBrgSRiyOycbxsKSJbhpcpRWTKwQ4zQkpKgFMEfFTAqRJMKixv9ZBedJB/aCOvsJG6BSAjhI0QLkJTEJ7sqziiUOFzDNGRJQddtQ5ott8HLfRwoQ8V+qCFHig0s9AMC92w0XUXXZfRdR1dA13T0NUAgXCWUDRN2O0i5KYJp1OEhtKEe1KEvDRhJYWp5SEKzCu0d0Eq93ZSksxF6BysJpU/BGk5sM+HSOdCI+uncyG8ChUmMtomidHX9QdMlNMCdgO7BawBdkmwW4JdwF78Qj1jIXnIsocke8iyi1zoJcVFUT1kxUNWR18rikM40oqXN+lsqSYhVXP8/H4WX7yXI+Zk8Dwd161D0yAcgngcQmEwD0xRGQ5dc7Ngp0DkC7k3KkgmyIcgANKYe0W4kNwFA2tg4E3fSlo4PlGKzYSKk3xXtMC40Vwg4RaO4/lERTjQvw4G1/kkyTvgAullEJ0OkSafMAUb/Byfkec0HrguiBxYSV/1kRTf9lqP+nbTaqRAfLT9x+/lIVDjk6AiiijiQ8Pxxx+f/fOf/zw0XKPmfwqf/OQnE/+jB/w/iNLSUu9AwtPc3KwtXLiw6bjjjksWCc/fHxzHkW655Zaud1/zHxNFpeddIH3lRNBe9v/wlEMrLe/YYqh2CF2oGMME4sCmjP07//b3DQt9ioU+zUJvstFrLHRhoWct9FYLvcNC77XQ8xa6XmjamDZ8jOEmF5pkYUh5dCx0LJS3PV3/YJCXdKxCywuDVD5MKhUmPRAilRxLPoIHISWRA8hJmHQuRNrWyHsStuKhGRlUNQ8IXNfAyYWwrRBWNozwjDEjEfgKQiFMSwcagYkgTXFQmizkyR6iUcYZryOC+z8XCCQShPv6CQ8MEO0bItyXpKQvSWwgSTCZRRYSiuQ7pbkuuLZOLhsgnzVJZ4NkMwFy+SC5fIB8ziSfN7Hyht+yOvmcTj6rF8jowREO2Sz6aA+XX9RHVYWN5/lpNKYJkYhPdgIBUPaLgvQKak4G3DQjNW0kzSc77wYh/MKeA2/6as7gOnAK6niwAWIzIDIdQuP8/cpSQXmRRo+T6/ELgQ6+VSA5Y34PpYJrWvwIKD3Kt6VWDxIWLzyfsDgpn7RJsk9cjFq/ro5R5ufqyGOcNEQh5G6sOiVJ+69TRBH/y/H3qvQUUUQRRfxPoqj0/JXwgDuOn0X5UJCyt/KEJVB1Fy3gosoOmjyAqvSgKTaa4qApDoZioan2qDqi+ErJB4o+vzmSgiXrfqvVseoLrxV9dHmhpeTw/suEjuXpWK6G5fqvbUfDcnS/2RqWpWNZ+ujEPKdj5XWsrN/yWQMro2FnFeysip3RsNMq+ZSKldKxUgZW3sR2NISnIoTCIROPJBfNTKIFUmiBDIaZQdczmHoG08himln0aAuKp6Cl4mjJMpRkGSJdipMOkxkweLt1XQHloDTZaNPyqE0O0iTwGhTs8RpWhTGibAhUhAVmb5JQX4rI6zmivRlifXlKejLE+tLolocig4xAlSwUyfajs7wYLuUIFFA0ZFkFRUUNaFCuISTFjxiTJTQNDNUhqKbRRJqADLosYWigF7hY3lJJZ1QyOYVMRiWZUUmlFGJRl1NPGiAUFAgBuu6TndI4BEMHqDrCATfnh62JYYIh+2YB75a/IlywBn2CMlAgKvlClIgW9wlOZCpEp/mhlZIJqubbQ0uaX1snucMPVRt8CzJtjFZrws8ti0zzCU7VQghUH2Icjq/gONkxVteBUYMCs6JAct6hqJMk7R+mV0QRRRRRRBFF/J9DkfS8A2TghvQjBNx+xCxwUXAkBVvSyMs6OdkkqwTIKEH61ShJPUpCi5EwYuTVwNuIx0gbQ0rysjG6nAIRkXUsXcfSCq/zOtaAjtWtYbXqWEMGdlbDyyiQwa95meHtr0f+Hi74IkFa8t0DDoqxFWjGwkOSBJIkEELyw+LewTVB0/IYRgbTzBKNJNHNPJphoRo5VDMLgSRmMIdpWpi6Q1jNYwgHN6WTHgqRTYUYTJQyOFRGIjOBjlyYvOUbKRzsuJLpos/Mo0+1UadaqJNdvAkK1jidbG0AN6jh4jcAcyBNpHuI8I4U0VczRPtzxPtt4n0OkYxAkWUkoeAKFU9S8YSBkMIgqXiGgqRKoCjYsoJkyGgaqJqHrDpIqgt4qFIeybVRhUVYsQkqDlETAiYEdNAVBVVTUDQZVVX81JoxoqsYMXQYk3ZVgKL4RCccgljJGFVHFOyi7ayvhAinoLSoIAXG5O94/nvCG1VAJAlcC5JbYOAtPz8nvYcRkhGe7BsQRKf7r/WwT1xkDZyMb1rQuw0SBeMB9wBzG0n17ajLjoGqU8GsPMjtVwiD8yw/50c4/tkrhk+KgvU+ydGi70xyiiiiiCKKKKKIIg5AkfS8C66f/RCGu5XqVBdVmS6qst1U5ruosrqptLsJWB1v28YTEr1uOV1WFV35KroyfutOVZBJR+nPxBlMxkh4UbonV5CZFyZ9VITcJD+cR+mz0V/KIb/gYT+vYe0KMDrZ93M7JFwkb5iAHAzCzw+RPST8eip+LVIJIcsI72BFfQ5FZOThOqaHPBaShyK7qKrth+LpeQzdwjSyhAIpTC2HrubRsHBTKumuGjqSURLJUpKZGDkrWFCCDgYPvcYiPDWDMS2HNtVBmuThNihkasKkyiJYcgALv6CkYtlEexKU9XYTf2WIkp4kpX1p4n15ShMWumyCFsWTDTwpiO2FEELFFQqOIeOigqygKBKaCqoqoaqjgoFQALVgBCaB54GGTEDWCcgQC0LYDBHSwdBBVUF4LngOQnjg2UjYuMJC2BaunUMWIKkSmiqQZQlZUVBUGUlWURTJj8YquEFHI36ujqHhkxgv7+e0uOkCUSh8tiMFPB2QhuPplUJtJsN/P93sh6z1/RkS60fzYkIToeYM30Y6PNGvf6PHfPaV2gUDq32ik9wG2bH5kDIjBgTB8T7JKTvaV4QOVFtEwQ7by48SHNko1NsJgxEDvQKMUlDMotlAEUUUUUQRRRTxV6NIet4FFz9yHxX6VroSVXQnK2hONbA2c5hfyDIXwREqmponYOQoC/dREe2hLNJLPJQgGkxQb+5lZmwDJZUJAtpBLdPpU0rpWl1F1wtVdLVW0bWviq7BKroSVXRFq+iaWElPspzedBmuUJEQCCHjeZ5vI+0e7GOU8DwVSXjoZhrDyGAYaQwzg2lkMMwshpElYGQxdF+VCehZDM1GkR1k4YKr49k6ruOHvjm2jm1rpLMBUukYqVyUTC5ELh8iZwXI2wa2rZPPB3l3/+wDVCUNtEl5zBlZjOl5tCYbJkB+nEGyKooVMLEwSeEnnocSSUp6+2ncvZvSNwYo7xuirDdFeW+WSNLCw0BSTTw0PM1AKCaeHIaQgSckPxVEcZGlJIbhR2Zpqp8nr6mMRIGhgCIDsoymyugyKJ6E6sm+/bYEIVPG1GUMHRRdRpJkhJCQZBlFBt2QUVQZVQVNlZBVFUXRUOQgiupH18mS65NT4SFhg+cgCQu8NJIsfMtyqaD5eDY4ecinC/bS+GqIHPCVF1kt5KsUiM9wQ/aLdfaugr7XoH812IXabIEaKD/OJyehQj6NbPhFPtPN0LXcJzjDhUShcLwxxFmLQvxIKD3Sz83RS8Z83F5hrLavKAl31AY7EPOVKNUsEJ5S//hFolNEEUUUUUQRRXxAKJKed8ERpxxG8+trmVi3gzn6W0T0grPYQZDIROkaqqRzsJqu/mq27ZlBt1pJ1/gqumZUkTgsiheRUVyH2LYkVRu7qGruoirRSVW4m6pYF/Pia6hq7CIaOHgx5UQmSm+6jL50KYPZEhK5KEkrQtb2iYdlm3iujvAMArpLwHCQpYIncEHt8UuiDqd1C1xBoUSqwBEeLgIPgSt5uHi4nsAV/hresFsx+DUsPT80SpYFMgJFAkkoZLIxBlNxBrwKBkQ5A5QyKJWSlGN4lQqB6RnkKR5eo0K2NkCqPIItG9gYJAHFton391PR20vT6t0+oelJUtKVoqwni25JIJkIRUHIBq6igVoGqoIXUZBMDT2goOoamqGMkBpN85UXWRnNZRcyuJIfIqYo/nsKoHuguSALkF2BJASaAqGg8JUWXRAwQVEdNE0gIZAkUBRRIDKiMGcfY+28X6VWn8yMOECPfR/8uk/KcNyb4xfWFL5qh2L4yousM1oz5yCwBqH/deh9Hfre8M0IALSYn1MTne7Xq9HL/Jyd1B7oXgGZPb6i4xYcCWXTV3vMGr9mjpf3W3i6T3JKj/QLjY6oS65vVOCOUXEUE9QwBEv8Hs8Pe5N1fzxagWgViU4RRfzDIJVKSSeffHLTq6++uk1V3/uU4/bbb69cunRp74FV5d8P6urqZq9evXpLTU3NiKXcQw89FNu0aVPgG9/4RucHdZyDYf78+VO7u7s1wzC8UCjk/exnP9szd+7cfD6fl5YuXVr79NNPx3VdF4VaPG0XXXTRUCKRkK+77rr6l156KRoOhz1ZlsVVV13Vc8MNN/S6rsvVV189btWqVVFJkoSu6+Kxxx7bNW3atEPWwDjY+RdxcIy1WR97jzzwwAMlM2bMyM2bNy8HcP3119d+5CMfSQ7Xo/owMH/+/Kl33313y4IFCzLHHXdc0xNPPLGroqLiIBXXizgUiqTnXXDKF77Cm29+Zb9lAT1DZbSbqlgnNSUdVJd0UhHtoTLaQ2V5N1Xju5jVtJFT9OWUOf3+Rhbwxug+0vkgvZQxUBlnMBJlKB9hX6qOrYNTyDsmLiqGZhEwcoSDaWJmirCWJqhmCKppxpV106TuIaClMdSDkzDL1cnZIXJ2kKwVJGf7LW8HyDkBcrbvJJaxTVxhICHwZIWsoZEzTbIBk6xh4gZ0bMPwl5kGWdMkawbIGDpZwyCrm+SMwnLDJG+Y5Aq9kA8efpckRiQ5SFl/Dw1te6nY0E/lwCBVfUOU9w9RmsygOCoIGcnxcIWHJCs+c4n5MWOSbCFpBoqWRzFNJENHNnVkWUPSJAQukuwikBEyeLKMpEnIkoSqSQhkTFlCLxQp1SRQRIHkSKCZYJgQCkEgIGEYErr6dzwnFy54Geh/C3pfg/4/+8QF4ZOJyBQoXwDxOaCV+cQmuQOaH/AVHKeg+kiaXwOn5DBfVcq1+yFs2Ra/rk3lyQU15zCfvAhRUHCyhbo7hTo/Ssgv+qnFQI8AhZwiPP8YeklBUdL/ji9qEUUU8X7w3e9+t/ycc84Z+GsID8C9995btWTJkv4PkvQcDJdeemkC+FBtrodtu++///7dCxYsyNx9993lS5cuHbd8+fKdS5cure3s7NS2bt26KRAIiJaWFvX555+PFMbW2NjYmG9ubt6oKArt7e3q97///XKA++67r3R4O0VR2LVrlxaNRj/UawXgeR5CCBTlfza/0rZtNO1v47w59h757W9/W+I4TmKY9Cxbtux/tO7NJz/5yb6777674s477/xQSfo/Goqk510wOPj2ZVkrSNtgLZ1DVaztPgznGA1xtAKnAUf460iDHqHXkoxf18z8lj9zpL6WupJOwvowcckSUDOUxYaoL+sgqGUw1UxBldkfrqeQc4Jk7SA5K0DOCdGXqfb/zgdJEySnGdiahmtI6EYeQ88R0NKEzCThQJKoNESN6CIqhg56nmklSJdZ5beA3w+YVXSbJaPLC21Ii6K4HqZlEcj7zcxbRHN5qhIJzHwPpuUQyFmYeRvDymPmC3bauTzhdJrKwTRh2/JvQKmQdyRcJM9BJo/s2Uiyh6IryIaObKjIuowsO364l2YjaTroHhIakpz3FRrZw0/JEUiyQJUFiipjKKBJEoYCqiShSDIKIDwJDz8kDUlBM1QCAVC1/5+9M49r6uj+/2eyJxAwAQQBAQWSkLApiyJKxa0u1aqIC+5VUVtbrdrWn7XWx6qtX7e61q3WorZu1Vq1tXZRcXnqI6ggS0BQFBEQWcMSyHJ/fySXRgTUutv7fr3ui9x7586cORlgzj1nzvDA47LAYrPNG3WyASML0Jn/wJtSsf392exJ+3vybrn/0b17Id17Hf9swk8ZAOgBfR1QkWEKVyu7ZNrc01gHgGVaj9Oqn8mbwxIA1TlA1TXg6ilTmBuN0NWURU3gZPLOVN8Ayq4AlVfN++74muqRBpnSU8Mi4YCu1GT0sPmmLGq8ViYjhyMwxQfSKaaNelM4G8/eVI7Nb7xfDAwMrxR79+6127179zXA9NZ8wYIFzhKJRH/t2jVBhw4dNDt27LjJZrNx4MABm4ULFzrX1dURd3f32t27d+esXbvW/s6dO9zXXntNJpFI9GfPns0cNmyYR3JyshUhhBo5cuTdTz/99E5KSgo/NjbWvbi4mMNms6l9+/ZdU6lUjb8NbII1a9bYJSQkWMXFxd2MioryEIvFhqSkJKuioiLuZ599dmv8+PGlAPDJJ584Hjx4UFpXV0f69etXtmrVqtsA0KNHD8/8/HxebW0ta8qUKYWzZ8++CwAikahdbGxs4Z9//mmzbNmyW5Ztdu/evfKrr75y1Gg0rO+++87h2rVryUKhkAKA1q1b6ydOnFiamprKv3z5stWhQ4eu0QaGs7OzfvHixQUAkJ+fz3V0dNTR9zw9PevTxW7atEm6YsUKJ4qiSI8ePcq++uqrPMv2p06d6uLu7l43Z86cIgCYOXOms1gsNvznP/8pbKyfGRkZvD59+nh36tRJk5iYaH3o0KEsmUzWqEfJ0iuRn5/PCQ4O9snLy7uyZs0auyNHjrSoqalh3bx5k9+nT5+yjRs33qJ1NXLkyKKzZ8+KbW1tDT/88MM1Z2dnfWhoqDw0NLTy/Pnz1n379i3r0aOHZubMma2rq6tZEolEv2vXrhx3d3ddY+PAx8endurUqa5//vmnLSGE+uCDD/InTZpUeuTIEfHChQudpVKpLiMjQ+jn51f9448/XmexWNi/f7/NBx980Foqler9/PzqdzSnx8jo0aOLf//99xZ//fWXeOnSpa1++OGH7Pnz57d64403ysePH1966NAh8Zw5c1obDAYEBARUx8XF3RAKhZSLi4vf0KFDi3/99VdbvV5P9uzZc61du3baiooK1oQJE9zS09OFBoOBfPzxx7dHjRpVVllZSYYPH94mMzNT4O3trdVq/85CNXz48LJOnTopGKPn0WCMngcQEwMc2v0XyqocUFJhj6pqWyAA0Pfkwfi6AVQ4ASVggaUzwuVqPgKOpCPkRgra5t0Cy2gOIhMDoHiorPJAZZUpoqlSKEK1gI9KgQhanhA1EKAWXHDYteCzTQaRFacS1mwNxKxytEAZbKlSSI3FsNMXw60uEzzq/lTYBsJCEd8BdwQtUShwxFVB23pjpYRthwpiC2Ig4NbpIdJp0bLmLhy1hXCovQP7uiLYld9FYEkKJNQpiKnyRo0wvZGLGoMYNXpb1OhtUGOwgVZvY/qsE6OmToTqGivUGGxQR6xAYFqIf++2MRzUGTjQwQg2pQOMRnBYHBCuCJRQAKOVEGwBDyB6UCwAbAqEzwYREHB4AF9oBIejB4ttBIdNmbIlE5PXhkcIuIQFNmGBw2KDRVEgAAxGCnoDBaPZGUyxAL6AgpBvBItDgcfWgVCmvX4AADoKqKNjz8wvzijKFHYGlum65dIkQnBPEgFiznLHoo0ii2u0kVT/mf33z3ojyCJLHr0mBwBq8sz75VwGyq+Y0kMDJqPFPhwQOpuMlZpbppTRBb/8vQ6H28LkxWn5mimbGqUHylNM63vu/GEqI3QGnF43GTm2/ib5KXM2NX2pSQ620Lwnjo1pLQ+bZ97zh5i8Q8Zak2HE5pvC4jgiUxkGBobnwltvoXVKCkRPsk5fX1Rv24bcpu5rtVqSm5vLl8vl9RPjK1euWF26dClFJpPVRUREeMfFxUl69+6tWbJkSav4+PhMGxsb48cff+z02WefOS5fvjz/q6++cjx16lRmq1at9KdPnxbl5+dzr169mgoAd+/eZQNATExMm9mzZxeMGTOmrLq6mhgMhsd2HRcWFnITEhLUly9fFgwaNMhr/PjxpQcOHLDJysoSJCcnp1MUhR49enj98ssv1n369KnctWtXjqOjo6GyspK0a9dOOWrUqFInJydDTU0Ny9fXt4b2BHzyySf1bRw4cMBWoVDUpKWl8Vu1alUnlUrv89BcvnxZ4OPjU92UR2X06NElERERCoVCIe7SpUvFuHHjisPDw2tycnK4CxYscElMTEx3cHDQd+nSRbZjx44Wo0ePLqOfHTVqVMmMGTPcaKPn0KFDkmPHjl1tqp9t27aty8nJEWzZsiVn586dN/+pbtPS0kRJSUlpQqHQ6OXl5Tt79uxCLy8vXU1NDat9+/bVW7ZsuTV79uxWc+bMcY6Li7sJAGVlZewLFy5k1NbWko4dO8qPHj2a5ezsrN+yZYtk9uzZLvv27ctpbBzExcW1uHLlijA9PT01Pz+fExoa6tOrV69KAEhPTxdevnz5moeHhy4oKEjx22+/WXfp0qVq2rRpHr/99luGSqWqfeONN9o2lL9nz55VPXr0KKONHMt71dXVZPLkyW2OHz+e4e/vXzto0CCPZcuWOcyfP/8OANjb2+vT0tLSv/jiC4cvvvjCcc+ePTfmzp3bKjIysmLfvn05d+/eZQcHB/sMGDCgYuXKlQ5CodCYmZmZdv78eWF4eLiSbsfBwcFQV1dHCgoK2E5OTkyI20PCGD0P4MwZIN3QHjajqyDoRUEXUoc6G9PkTVpaAdecO3AsLoatRgMDhwOtjQCngsPxa7g59IvPRw1fAK2Ajxo+D1qeKR31w8AyGs1eFB0EdTqT16RWB75WB2FtLRy0xXDS3oFjbSFa1hXBQV8Eqb4ILbQlsK0uhS+Vgw5IgohVDg5pPLy31iCC1iBGrcEGdUYx6oxiaI0K3KSsoTNYwQiOeamJERyWFnyWBjy2BjyWBnyWBi34d+HIvgY+qxKkCS9VrcEaWr0YWr0YNTpr1BoEJkOEBbBYBITNArgcsLkssNgEbJZ5LxwOATimFNGExTLZDIApfTYFsPUUWHqAUEYQUGBRtHFiSghAmd3vFIX69TYsNgU2i4DFAlj3eGVo2Rv0gWriuuX5fWVoY8jyOtWgXMNE1E2kx2voBaot+jtbGkdsWkfDk5rq094G7v73700/2UJTFjan3iYPjVVbU+KB8hST0ZR7wGSYsPimUDbXQYCknSktNGUwe3O0pkxv9Hocji3AszIthrLc1NRYZ970lDJ5lQSO928SysDA8K+ioKCAIxaL71k34ufnV6VUKusAYOjQoSWnT5+2FggExuzsbEFoaKgCAHQ6HQkKCqpsWJ9CoajNzc3ljx07tnX//v3LBw0aVFFaWsoqLCzkjRkzpgwARCKR5crTf8yAAQPK2Gw2goKCtMXFxVwAOHbsmE18fLyNUqlUAkB1dTVLrVYL+vTpU7l06VLHo0ePtjD3m5uamipwcnKqYrPZGDdu3D0T4zFjxrQVCARGV1fX2o0bN94sLi5+6LnYRx995HTo0CFpSUkJ586dO8menp66rKyslMOHD4v/+OMPm759+8rj4uKyNRoNu2PHjhpnZ2c9AAwbNqzk1KlT1pZGT3h4eE1xcTEnJyeHm5+fz7G1tTV4e3vXLVu2rGVj/Wzbtm1dq1at6rp37171OLrt3LlzhZ2dnQEAvLy8tNnZ2XwvLy8di8XCxIkTSwDgrbfeKh48eLAX/cyIESNKACA5OZl/9epVYbdu3WSAKczOwcFB19Q4OH36tHjo0KElHA4HrVu31nfo0KHyzJkzIltbW6Ofn18V7RlTqVTV2dnZPLFYbHB1da318/OrBYCRI0cWb9261eFh+5aUlCRwdXWt9ff3rwWAcePGFa9fv74lgDsAEBMTUwoAoaGh1T/99JMEAE6ePGnz66+/tlizZo0TANTW1pKsrCzemTNnrN977707ANChQ4camUxWbdmWnZ2d/ubNmzwnJ6eaR/wK/rUwRs8DuPwHoGfxUIL7DZW7EgnuSiT3XOPpdBDQR50OQp0eLXQ6iEpqIKzTQVing6hWB2Gd3hQCptNDUKeDyHxPqK+DtV4Pkb4OAkoPnmXkFOgF8jAlH6DMiQkMAugMrWE0uqPUCJQYCYzmTejp6TWHVQsrdilEnHIIOeWwYleAz6KPcvDZFbAieeARDbik+r6+AoCe4psMI8oGOqMYdZQ9NIY2qK2zQS1lDYOBY2qXosAmWvBYleATDQSsMghYFbDiVcBOlAc2qcPfrh+TF4iyDPWiPSAGAAYCYhmkQIi55L3GAP08RRGLosRkiJmfIQSADg3+HVq4auofbSr8rOFPS0iDW02UJeRem6eh7XOPTI2cE54p8YBRB9TkA2WXzdfZJsPGoYvJELJqY0pOoK8CqrKAinQgdw9QV2wqb+UBuAwwGTk2MrOHxiLdNVf0txeHw0ejG5oa68yhdDAZRQIngCNkDB0GhheQ5jwyTwsrKytjXV3dPX84SIMXOYQQUBSFzp07Vxw+fPh6c/U5ODgYUlJS0g4ePGizYcOGlnv27JFu2rTpH3scmkMgENT/4aXML6QoisKMGTPyP/jgg7uWZY8cOSI+deqUOCEhQS0Wi42hoaHympoaFgDweDxjw/VM9Joe+tzR0dGQn5/PKy0tZUkkknu8PQEBAdr09HSRwWAAm83G0qVLC5YuXVogEona0WWEQiE1dOjQiqFDh1Y4OjrqDhw40KJHjx4PtaC+f//+pTt37pQUFBRwo6KiSprrZ0ZGBk8kEj3UeiEOh0MZDCYHRHV19T1fOo/Hq9ctm82mdDpdo545y7FCr+miKIp4eXnVXL58WW1ZtqSkpNEFxFTTe22Az+dbygG9Xk8atvuoNNce8Pe44nA4FN0eRVHYv39/VkBAwH0hmc3JUltbSx72+2AwwRg9D6A7C0jNuQb30ko4ajQQ1ukhNBggMOjB1+nB0+vBN+gh0OnAq9WDTRnBqqXAMQIcIwVioMCik6eBAsccvcRhGU0bSrKo+nk+m1B/T5Etf30t31uZN8xhgwLLCBjMEXR849/3jRTAYlEgHFPyLwNoY8AaWoMNtIbWKKUbJZTZu0LMtgYbhK0DDyaPDpeUgwMNeKQcfFIBHqsCPJRDwL4LG1wDD417eIzgQM+2gYFtDSNbDAO7BfRoBY2RDwOLDwocUIQNis0D4fLBYnHBYnPBJhywzOFhLLBB6NAy8wJ4QhkBGEBRRhj1Jm8OYFoTxGEbwOUYwWIZwCZ0WaPFJpzmeuo36LS4ZjRvBkoZzVnSzOFc1N9tmz5Tf38G1aAe+id177WGdTz+S0hTFrUWfiYDx9rTtCcOi2syhiqzgOL/mgwdzVVTu2wrU+IBSSDQIsC8547RFH5GBCZjhWNr3nSU+3eomiUU9XfaaVDmRAVSs0eH+VPCwMBwLw4ODgaDwUCqq6uJ+c07rly5YqVWq3ne3t51+/fvl06cOLGoa9euVbNmzXJLSUnh+/r61mo0Gtb169e5/v7+tVZWVoby8nJWq1atkJ+fz+Hz+cZx48aVyWSy2rfeequNVCo1Ojk51dGhWzU1NUSv1xOxWGxs06aN6vr166lPqj99+vSpWLBggXNsbGyJra2t8fr161wej0eVlZWxbW1tDWKx2Hjp0iVBUlKS1aPUKxaLjcOHD787adIkt507d94QCATUjRs3uEePHhW//fbbJf7+/lXTp093+fLLL/M4HA6qq6sJPbk+c+aMyNXVVefh4aEzGAy4cuWK0M/PryYiIqLqo48+ap2fn89xcHDQ79u3T/r222/fadj26NGjSyZNmuRRWlrKOXXqVEZz/WxM9kGDBnm89957dyIjI+95W9q6deva//3vf1aRkZHVu3btkjT2bEOMRiO++eYbSWxsbOn27dvtQkND7zPc/P39tSUlJZzff//dqkePHlW1tbXkypUr/ODgYG1j4+C1117TbNmyxWHatGnFd+7c4fzvf/+zXrNmTW5ycrKwMRkCAwO1t27d4qWmpvJVKlXt7t27pY2Vs7a2NlRUVNxnaAUGBmrz8vJ49FiOi4uz69KlS7MGaGRkZMWKFSsct2/ffpPFYuHs2bPC8PDwms6dO1fu3LlT2r9/f82FCxcEmZmZ9eGpRqMRRUVFXLlc/khr1/7tvPAzFUJIWwAfA7ClKGrIs25//61DOPPbdnBYphS7FDGnJjZPtNlGIziUESxCgQsjCKHA4RtBiNG8MSgFQoxgwVj/nMkAMi/eB2VxnbK4ZjQbE/Tkmqo3AIilDCwKLGJxrUEdsGyHsrhunryT+km4sV6menka4yFfgLCgB89QAhhKHkv//xw6jbN5nY3lXjWEZQrNIizzehtzUgJi3rjTsjyLA4DOLsay+Anc682x3BOH3Ftn/dFQhiY+N7a/Dv2ZY23y4nAs/qfqyk1775QlAxVpgN7899XaC2gdZcrWZt0Gph1VhX+HqnFt/vbMkCb+FFDU34kICAC2yLRhKFvAGDoMDAwPJCIiovz48ePWdCrfwMDAylmzZrmq1Wphhw4dNKNHjy5js9nYtGlTzvDhw9vW1dURAPj000/z/P39a8eOHXu3T58+3i1bttR9+eWXuRMmTPAwGo0EABYuXHgLAHbu3Hl90qRJ7p999pkzl8ul9u3bly2RSIyUpeu/AQEBAUr6LXr//v1L/P39HxgiNHjw4IrU1FRBSEiIAgBEIpFx165d16Oioso3b97sIJPJlJ6entqAgIBHDv/68ssv82bMmOEik8lUfD6fEgqFhk8//fS2uX8506ZNa+3u7u7XokULvTmd9S3AFEI4efJkd9qjFhgYWDVnzpw7IpGImj9/ft5rr70moyiKdO/evXzUqFFlDdsNDg7WVlVVsRwdHevc3d11zfWTw+HcZ/ikp6eLWrdufd8C4zlz5hQOGzas7e7du+26dOnSeAalBgiFQmNqaqpQpVI5icViw4EDB641LCMQCKjdu3dnv/fee24ajYZtMBjI1KlTC4ODg7WNjYPRo0eXnTt3ztrHx0dFCKH+85//3HJzc9MnJyc3KoNIJKLWrl1744033vCSSqX6Dh06VKanp99nII0cObJk6tSpHhs3bnTcv39/tuXzGzduzImOjvakExnMnj27qLl+f/HFF7djY2PdFAqFkqIo4urqWnvixIms2bNn3xk+fHgbmUymVKlU1X5+fvXj6syZM6J27dpVPa9Mdi8r5EGuuMeqnJBtAN4AcIeiKF+L670BrIZpO5StFEV98RB17X9Yoyc4OJhKSEj4h1I34Hg4cPfcQxc3mhefU+YwIdPuNaTxa4RtNnlM1y2ftTwsJ8CEZV7cbj6nzBPx+roJy1wn22y6sEBRpnJG84TdSFnKQGcu+3vBPdu0GydY5G95CFhgsVimpAQsNliEmM5puei6YCFf/STevEDf7CkgVK0pUxsMoCgDCGUAqfes6EEoPSiDHpRRb/IqUDqwoQebpQMbOhDowKLMoVVG3d9hVsbae0Ou/gksnmmNC4tv3jzT8pxvPudZnNPXzN4RNtccCmZh7MBsTBHOvXUSrnnDILNx9LBQBkCTZQptK0syZVsDTEZMi0CTJ8fW15RogG3e8JNrA3DFFgkHGk8lbqqfNnR0ZrektXlPIIF5jDAwMLxoEEISKYoKtryWlJSUExAQcLepZ54FZ8+eFS5btszpxx9/vG6558nTbvf777+3zc7O5s+bN+8+7wbDk6GkpIQ1cuRIj19++eU+4+SfIBKJ2lVXV196EnW96owfP771wIEDy958882nti/Qy0pSUpJ9QECAR2P3nvar2u0A1gGIoy8QQtgA1sOU4PkWgAuEkJ9gMoA+b/D8WxRFPd8/WBGH8OOB/bC1srXw1hjMyzHYphAtenLPYoEyT3ItjZmGYUIGi7A0UPjbp8ICOFzTYTkXZpkThQEACOr3uaxft0P9nVSMAKYKDaYIOQ4b4LJMB4djOudxAQEPEPBN5xwWwOYAHGIKh2sIRZnWEOnNkWE6A6CrA7R1gL7B1mYslvlgA+xm5tUN69frTQdtg/P5gEBokpXHa1yupis0/p1BzFgLGCwMIkOthXHUyDUDfU9rPrcopyszn5uv0WUbyaL3cJAGBhPPZDCxuObDbFDVG1t805qc8hTzpqEsszdnqClszUZh8sRwRObNPulEAg+xuRBFmfpMZ3njiAGhI2PoMDAwPBbh4eE1Fy5cqNA3/GfxlBkxYkT5M23wX4hUKjU+KYOH4dHw9fWtYQyeR+epenoAgBDiAeAI7ekhhIQBWEBR1Ovm8/8HABRFNTR4GtbTrKeHEBILIBYA3Nzcgm7cuPFkOgBg1/e/Qmp3f/IOI2Uwh6WZwsgo83oTgjqwYARl1IEyGGA0WmQUICZjgMNhgc1hgcU2pVZms1lgEQJz3gLTJvaUuWpzlBsh+DvazWiqh0XMhgzHZCCx2SYjgc8zGU98LkwZhs3GDeuxE3neS0ODqFYH6HWATnevEUM7kmijyKAHzGscQYjJyDHtj2Pqy5OW86lCGf42sho1oJozviyeMWgtjC36vM7i0Jk8NzY+ps1B7cNMmda41qakA7Rx9LBeI3oPHcqcwIArNqefFjTvCWJgYHjheFE9PQwMDAzPkufp6WkMF+CeLDK3AHRoqjAhxA7AYgDtCCH/rynjiKKozQA2A6bwticnrsmDUstGI9m22CBGdv0addCbzVMAl5g8Kzw2wBcYwWUbwGZR4LAMIBQFo94UxkV0elCUASyjFpQ5rbKRMk36CQDCIuBwCAjXFF7GYrPA5bHqjRqeeWkKm2Mygh7JI/IkdENMHiIOCwAXEAr+vkdRgN7sxYHRZBDpzN4hAR8QCAAOz+SFeoxkKc8XyuynY3HM7i0B6tNPUwbTYDCardeGaawpI0yhbyyAIqYvkbJYE8Ri4971Q+bPXAnAtfrbM/QoyqOMJoOK0psGDtfWZDQxhg4DAwMDAwPDK8zzMHoam6E1aaRQFFUMYMrTE+fBiGsBG61pnmgwwOSBgWleyyJm44NryuzLppffwDTXNRoBgAViZIEymjImm4wZs9eDbzJU2Bzzah+2AVwOBR7PAC7bCC7HAA5Lb85IpgOb0oEQendN/K1NCoDRcuE7ebR1Ik8BQkzGH9ec7dvSIHohoOME6Uxr92R6M5i+PGJRzvQQ7h3CxMI4odfmmF1uLLObjXDMa3os1vmwuOafFjnJ79uwlPX35/p7/6SfRpPXiDKY2uTZmtbpsAUvsbXJwMDAwMDAwPDwPA+j5xaA1hbnrgBuPwc5HhoeASitAWwOgUBgms8C5rU2IGARy4zSpH5KzOH8bQSxzXYImw1wuSYjh88zGQQcc5IwNpuATTjmeWgzGTks0yZbpkw26kxZtuikAMZac1lTampQ5p90ZrF7Eg68JJPfegPE0lih/k5DDYPJ2qRjAulvg4K57+Reu6U+kxudaMC8Jw2LY/qSCG2s0D8tM79Z6pDcezxvfVIGs0fHYOoLr4XJo8PiP3/ZGBgYGBgYGBieMc/D6LkAwJsQ0gZAHoDhAGKeRMWEkP4A+nt5eT2w7KPQwk4InsA0wWbTL/FZAIsY75n3ss3nbLY5tI1LgcMl4HDw93V2464uAOaMBg09CY2cW05aKaB+ok0vircsT5kXj1JmFxW9B41RbzYUzJ9po6i+fvpnwyxsdAhUw16QZk8b7y8F8y5Cfxty9aFhtDsNFj8p/O3FMsfTscxGCFuI+uxoMHtWaO8KaAPFMmTM0vB7RYwAymDy6IAy6YJnDoNjDB0GBgYGBgaGfzlP1eghhHwPoCsAe0LILQCfUhT1NSFkGoBfYcrYto2iqCeyeRhFUYcBHA4ODp70JOqjkTo7geJYm9bZmOfPXA7AF5i8Nlwu6o0hNttiEf59SSIai+JrcO2Bz1ic08bBPaFXlEUdlutHGn6m7m3P0lNC6U2hXUY9ADpttHmxPkXH7Jk7Seg6zeF0tEFyzxybur9f9EIkljmdM71XDO1VsQwHo42WekPlFTNWHgej2aMHI0C4pjTVHCtzQgNGPwwMDM+XyspKEhkZKfvvf/+bweG8vHt7hYaGypcvX54bERFRvwlnfHy8aNu2bXbbt2/Pbe7ZJ8GCBQscv/32W3sul0sRQtClS5eK9evX5/H5fMrFxcXPycmpLjExMYMur1AolAaDgVy9ejX1yJEj4hEjRni6urrWabVa0rNnz/LNmzffAoA1a9bYffrpp66Ojo71aUh37dp1LTAwUDthwoTWZ8+etSGEUDwej9q/f3+2QqGo+/LLL+02bNjgCAAURZFPP/00r7E9gGiioqI83njjjfLx48eXPi39rFmzxi4hIcEqLi7u5syZM52tra0NCxcuLGxOBjpFdkZGBi8gIMDXw8NDq9PpSIcOHTQ7duy4yabDep4TLi4ufgkJCemtWrXSt2vXTnHp0iV1RkYG78SJE9ZTpkwpAZ7dGHzjjTfafv7553l+fn4v9WaoT/UvEEVRI5q4/jOAn59m208SV1cALC3YbMrktam/08C4oChAj/u9HBbpph/q+kNjloQ0+PlQ1xuuH2nwuf7cQkBizpddnyfbnLmBMpgn32bjiNKZDaiGHSS418PSzML5pibslvU2uhKsGWU2awQ86Ev4p/U+Bei9iSijybPFtzelqWbzn60cDAwMDA9g7dq19gMGDCh9mQ2epoiIiKi2NIKeBnq9HitXrnT4448/bC5cuKC2t7c3aLVasnDhQseqqirC5/MpAKiqqmJnZWVxvby8dBcvXrxvBW1wcHDliRMnsiorK4mfn5/y+PHjpb169aoCgP79+5fGxcXdtCy/adMmaUFBAVetVqey2WxkZ2dzbWxsjNnZ2dwVK1a0unz5crqdnZ2hvLyclZ+f/0y+XL1ej6c1jlq3bl2rVqvTdDodwsLC5Dt37mwxduzYMvq+TqfD89wI9NKlS2oAuHr1Kn/Pnj1S2uh5VmNw6tSpdxYvXuy0e/fuJ5ca+TnApGt6CIS2UgitrcATisHi2ZgWgvNamN6q8+0AQUvTIWplOoTOpkPkYjqsXE2HqLXpsHIzHdbupsPKw3RYtzEfbc2Hp+kQe5kPb9NhIzMfXqZD3NZ01D9P19vadNBy1MvnCAhbmtIdC+wBgR3AlwJ8CcBvYeofvZklV2xaC8K1NnkQuNYAzwbg2wICqel5oSNg5QKIPQAbT8BWAdj6mPaNEXubZXM36YBvZ6qTIzJvnNnYYblXTYOjfl1NYwcdB9fYYfx7rVPD454NThs5DFrTvjiNHlWAvvKfHTpNM/ebuqcx9UfQ8u/vmy9hDB4GBoYXkr1799oNHTq0DACOHDkiDg4Olvfs2dPT09NTFRMT42YwGLBq1Sr7CRMm1K/1XbFihf3EiRNdAaBHjx6eKpXKx8vLS7V8+XJ7uoxIJGo3depUF5VK5dOpUyfZiRMnRKGhoXJXV1e/Xbt22QKARqNh9e3bt61MJlP269evrb+/vyI+Pl6UmZnJc3d3983Pz+cYDAYEBQXJDxw4YPOofTty5Ig4MjLSCwBmzpzpHB0d7UHLsGjRopZ0uQ0bNkj9/Px8FAqFMiYmxp3es2jkyJFuvr6+Pl5eXqr333/fmS7v4uLiN3v27FZBQUHybdu2SVauXNlqy5YtN+zt7Q0AIBAIqCVLlhRIpdL6bf4GDhxYEhcXJwWAuLg4aVRUVEljMltbW1Mqlarm5s2bvOb6lp+fz3V0dNTR3g5PT0+dg4ODIT8/n2tlZWW0tbU1AICtra1RoVDUAcC5c+eEAQEBCplMpuzZs6dnUVHRPa6SvXv32vTt27etpf66devmBQAHDhywCQwMVCiVSp8+ffq0LS8vZzWmiwd9J48Ll8tFaGho5dWrV/lr1qyx69OnT9tu3bp5denSRVZRUcGKjo728PX19fHx8VHu3LmzBWAyCmJjY11lMplSJpMpFy9e3BIADh06JPbx8VHKZDJldHS0R01NDaH79P777zsrlUofmUymvHTpkgAACgoK2OHh4d4+Pj7KmJgYd8stZUQiUTsA+Pjjj10SEhKsFQqF8j//+U9LyzFYWFjI7tGjh6dMJlMGBAQozp8/LwT+2dgUiUTtZsyY4ezv76/4448/rHv37l15+vRpG53un+5L+GLwSr16eVpreiCwf3AZhnupzx7XwD38/F6UPHua3QPrAVnVm3uW2SyUgYHhEXkLaJ0CiJ5knb5A9bZ7t6C4B61WS3Jzc/lyubyOvnblyhWrS5cupchksrqIiAjvuLg4yYQJE0pUKpWytrb2Fp/Pp3bu3Gm/adOmGwCwa9euHEdHR0NlZSVp166dctSoUaVOTk6GmpoaVmRkpOarr77K69mzp+e8efNcTp8+nXnx4kXB+PHj24wcObJ82bJlDi1atDBkZmamXbhwQRAWFqYCAJlMVjd9+vSC8ePHu4WEhFTJ5XLt4MGDKx5XH1lZWYJz585llJWVsX18fHw/+OCDotTUVP7+/fulCQkJaj6fT40aNcpt48aNdtOmTSteuXJlnqOjo0Gv16NTp07y8+fPCzt06FADAAKBwJiYmJhRWlrKmj17tjttWDRFTExM6dixY9ssXLiw8Ndff22xc+fOa3v37rVrWK6oqIh9/fp1fq9eveo3tjx8+LBEoVBY0+cJCQnpo0ePLomIiFAoFApxly5dKsaNG1ccHh5e07Fjx2p7e3td69at/cLDwzWDBw8ujYmJKQeAcePGtVm1atXNfv36Vc6YMcP5o48+ct62bVv9+Bg0aFDF9OnT3SsqKlg2NjbG77//XjJkyJCS/Px8zpIlS1rFx8dn2tjYGD/++GOnzz77zHH58uX5lrp43O/nYdBoNKz4+Hib+fPn5xUUFHAvXrxonZycnOro6GiYNm2aS2RkZMW+ffty7t69yw4ODvYZMGBAxVdffWV348YNfmpqahqXy0VhYSG7urqaTJ48uc3x48cz/P39awcNGuSxbNkyh/nz598BAHt7e31aWlr6F1984fDFF1847tmz58acOXOcw8LCKpcvX56/e/du2++///6+yefixYvzVqxY4XjixIkswGQ40vc+/PBD54CAgOrff/89+6effhKPHTu2jVqtTgMefWzW1NSwfH19a7788sv6RGPu7u7av/76S9SlS5en6ll6mrxSnh6Kog5TFBVra2v7vEVhYPg7TLDRoylvlflgsZs+GBgYGF4CCgoKOGKxWG95zc/Pr0qpVNZxOBwMHTq05PTp09Y2NjbG8PBwzZ49e2wvXbok0Ol0JDQ0tAYAli5d6iiXy5VBQUE+BQUF3NTUVAEAcLlcasiQIRUAoFKpajp37qzh8/lUaGhoTV5eHg8Azp07Zz1ixIgSAAgJCdHKZLL6ydrMmTPvVlZWsrdv3+6wfv36J7IeolevXmVCoZBq1aqVXiqV6m7dusU5duyYOCUlRRQQEOCjUCiUZ86csbl27RofAL799lupUqn0USqVyqtXrwqSkpLqw9LGjBlTCgAURYFYhFD/8MMPNgqFQuni4uL322+/WdHXHRwcDLa2tvrNmzdLvLy8aqytrY0WoiEhIcFaJpMpXVxcAnr16lXu5uZW/73079+/VK1Wp9GHtbU15enpqcvKykpZuHDhLRaLhb59+8oPHTok5nA4iI+Pv/rdd99le3t7a+fMmdN65syZzsXFxWyNRsPu169fJQBMmjSp+K+//rK2lIHL5aJr164Vu3fvttXpdPjzzz9tR4wYUXby5Emr7OxsQWhoqEKhUCh3795tZ+mJonXxOJBGwtAtr+Xm5vIVCoUyNDRU0atXr/KhQ4dWAECXLl0qHB0dDQBw8uRJm1WrVrVSKBTKzp07y2tra0lWVhbvzz//tJkyZUoRHf7m6OhoSEpKEri6utb6+/vXAsC4ceOKz5w5U2+gxMTElAJAaGhodW5uLh8A/vrrL/Fbb71VDADDhw8vt7GxMTxKH//3v/+JJ0yYUAwAAwYM0JSVlXGKi4vZwKOPTTabjXHjxt2jd3t7e31ubu5L/er6lfL0MDAwMDAwMNxPcx6Zp4WVlZWxrq7unperDSef9HlsbOzdxYsXO8lkMu2oUaPuAqa32KdOnRInJCSoxWKxMTQ0VF5TU8MCAA6HQ7FM+0aAxWKBXtvCZrNhMBhMKXaa8ZhrNBpWQUEBDwAqKirYEonE2GThh4SWgZZDr9cTiqJIdHR08fr16/Msy6rVat66descExMT0x0cHAxRUVEeWq22XldisdgIAFKp1CgUCo1qtZqnUCjqoqKiKqKiotIiIyO9amtr79HtkCFDSj/88EP3DRs2XG8oG72mJzk5md+1a1dFdHR0aadOnWqa649QKKSGDh1aMXTo0ApHR0fdgQMHWrz55psaFouFyMjI6sjIyOo+ffpUTJw40ePjjz8ubK4umuHDh5esX7++pb29vcHf379aIpEYKYpC586dKw4fPnyf3Ja6eBykUqm+pKSk/q1hYWEhu0WLFvWGH72mp+FzIpGovm2KorB///6sgICAexbzmw1TquG15hAIBBRgGsd6vb7+l4Ie0/+Extqk5XqUsQkAPB7P2HD9VG1tLctSHy8jr5Snh4GBgYGBgeHFwMHBwWAwGEh1dXX9pO7KlStWarWaZzAYsH//fmmXLl00ANCtW7eq/Px83sGDB+0mTJhQAgBlZWVsW1tbg1gsNl66dEmQlJRk1VRbjdGpU6fK3bt3SwAgMTFRkJmZKaTvTZs2zWXIkCHFc+fOvT1u3Dh3+npYWJjs+vXrT+xtdu/evSuOHDkiycvL4wCmyXZmZiavtLSULRQKjVKp1JCbm8s5efJkkyEqM2bMyJ80aZL73bt32QBgNBrR0OABgJEjR5a+8847Bc2F6vn7+9dOnz49//PPP3dqTu4zZ86IcnJyuABgMBhw5coVobu7e11OTg73zJkz9WGSCQkJIhcXlzo7OzuDjY2N4dixY9YA8PXXX9uFhYVVNqy3X79+mtTUVNGWLVvso6OjSwCga9euVQkJCdYpKSl8wGSQJicnN7pQdcmSJQ5LlixxaE72xoiMjNT88MMPUq1WSwDgq6++su/UqZPmQc81qKNixYoVjkbTrvM4e/asEAB69OhRsXHjRgd6vUthYSE7MDBQm5eXx6P7FBcXZ0eP9abo2LGjZtu2bXaAaf1TRUXFfaEdtra2hsrKykZDPjp27Kj55ptv7ADTCwOJRKK3XPfVkKbGZlPlr1+/zm/Xrp22uT686DCeHgYGBgYGBoanQkRERPnx48etBw4cqAGAwMDAylmzZrmq1Wphhw4dNKNHjy6jyw4cOLA0OTlZ5ODgYACAqKio8s2bNzvIZDKlp6enNiAgoOpR2v7ggw+Khg4d6iGTyZS+vr7Vcrm8RiKRGI4ePWp9+fJlq6+//lrN4XBw8OBByerVq+2mTZtWfOPGDb6Dg4O+sfoGDRrkzeFwKABo37595TvvvFP0IBmCgoK08+bNy+vevbvMaDSCy+VSa9asudm9e/cqX1/fam9vb5Wbm1ttUFDQfQYCzYcfflhUXV3NCg4O9uHxeEYrKytjaGhoZVhY2D1rKyQSiXHx4sUFD5Jp1qxZRW3btnVSq9U84P41PWvXrr1RXl7Onjx5sjvtqQsMDKyaM2fOnVu3bnFnz57tWlhYyOXz+ZRUKtVt2bLlJgB8880316dOner+3nvvsdzc3Gq///77nIZtczgcdO/evXz//v12e/fuzQEAZ2dn/aZNm3KGDx/etq6ujgDAp59+mkeHhlmiVquF4eHhTeqKZtWqVa02bdrkSJ8XFhYmJyQkiPz9/X1YLBbc3d1rv/nmm0fKRPbFF1/cjo2NdVMoFEqKooirq2vtiRMnst5///2izMxMvkKhUHE4HGrs2LFFc+fOLdq4cWNOdHS0p8FgQEBAQPXs2bObHS9ffPHF7aioqLZKpdInLCysslWrVvet4woNDa3hcDiUXC5XxsTE3A0KCqr31i1duvR2TEyMh0wmUwqFQuP27dsb9ZzRNDU2ZTLZfe3m5uZy+Hw+5e7u/lJnMiAPcsG9TFgkMph09erV5y0OAwMDAwPDM4EQkkhRVLDltaSkpJyAgIC7z0smwPQ2fNmyZU4//vjj9SNHjogtF2E3JDIy0mvGjBmFb7755iO9gW8KvV6Puro6IhKJqNTUVH6vXr1k2dnZKXRoUUMuXLgg2LRpk/3WrVtvPYn2GZ48kZGRXr/88kt2U98hw9PhP//5T0sbGxvj+++//1z/njwMSUlJ9gEBAR6N3XulPD1Pa3NSBgYGBgYGhkcnPDy85sKFCxV0KtzGoDNh+fj4VD8pgwcwhUl16dJFrtPpCEVRWLVq1Y3mJsshISHakJAQxuB5gWnKYGZ4urRo0cLw9ttvFz9vOR6XV8rTQxMcHEwlJCQ8bzEYGBgYGBieCS+qp4eBgYHhWdKcp4dJZMDAwMDAwMDAwMDA8ErDGD0MDAwMDAwMDAwMDK80r5TRQwjpTwjZXF5e/rxFYWBgYGBgYGBgYGB4QXiljB6Kog5TFBVra9tkunsGBgYGBgYGBgYGhn8Zr5TRw8DAwMDAwPDiUFlZSUJCQuTNZW97GQgNDZXHx8eLLK/Fx8eLxo0b1/pZtL9gwQLHNm3aqGQymVIulysnTpzoWltbSwDAxcXFLygoSG5ZXqFQKL29vVWAaaNKsVgc6OPjo2zTpo0qNjbWlS63Zs0aO4lEEqBQKJT0kZiYKDAYDBg3blxrb29vlXmfIx96X58vv/zSTiaTKWUymdLb21u1c+fOFs3JHhUV5fHNN99InrhSLFizZo3dmDFj3J5knSKRqF1j12fMmOH8448/igHTuPDw8PCVy+XK9u3bK5KSkhrdVPVZMnPmTOf58+c7AvfKunDhwpYajaZ+3v/aa6950RvePi2+//572/fff9/5abbxKLxSKasZGBgYGBgYXhzWrl1rP2DAgFIO59WbbkRERFRHRERUP7jkP0ev12PlypUOf/zxh82FCxfU9vb2Bq1WSxYuXOhYVVVF+Hw+BQBVVVXsrKwsrpeXl+7ixYuChvUEBwdXnjhxIquyspL4+fkpjx8/XtqrV68qAOjfv39pXFzcTcvymzZtkhYUFHDVanUqm81GdnY218bGxpidnc1dsWJFq8uXL6fb2dkZysvLWfn5+c/ky9Xr9XgRxtGXX3552/I8Li7uWkRERPXy5cvt33///dZ//vnnPWm1n6fclrJu2rTJcdKkSSVisdgIAKdOnXqq6b91Oh2GDRtWvnDhQpeFCxcW0O0+T57/6HkKJCYm3iWENLbTri2Ahgt+HuZaw3N7AE8zDWhjMj3J5x5Urqn7D3v9Vdffg8o+6j1mDD78fUZ/D1fuaY/Bp62/pmR6ks+9amPQ/QnW9cTYu3ev3e7du68BJo/DggULnCUSif7atWuCDh06aHbs2HFzzZo19ikpKcKvv/46FwBWrFhhn56eLti6deutHj16eObn5/Nqa2tZU6ZMKZw9e/ZdwPQWfuzYsXfi4+NtbG1tDYsXL7710Ucftb59+zZv6dKlN0eOHFmu0WhYw4YN88jKyhJ4e3trc3NzeevWrbvp5OSk79mzp+yvv/5St2zZUh8aGir/+OOP8wcPHlzxKH2z3Gx15syZzrm5ubwbN27wb9++zZsyZUrhvHnz7gDAhg0bpF999ZWjTqcj7du3r4qLi7vB4XAwcuRIt6SkJCutVsvq379/6apVq24DJs/NiBEj7p44ccJm8uTJd1auXNnq5MmTant7ewMACAQCasmSJQWWsgwcOLAkLi5OunDhwsK4uDhpVFRUyd69e+0aymxtbU2pVKqamzdv8gBUNdW3/Px8rqOjo47NNjkCPD09dQCQkZHBt7KyMtra2hoAwNbW1mhra1sHAOfOnRNOnTrVvaamhuXu7l773Xff5Tg4OBgsxoLN9u3b7X/++ef68bBy5UrHP//8M+vAgQM2CxcudK6rqyPu7u61u3fvzrG1tTU21EVsbGzpg76X7777zvaLL75opdPpWBKJRL9nz55rrVu31peXl7MmTJjglpycLAKAuXPn3h43blzZpk2bpCtWrHCiKIr06NGj7Kuvvsqj65o0aZLr2bNnxba2toYffvjhmrOzsz4qKsrjjTfeKB8/fvw9snTv3r3yq6++cgRM4zM2Nrbwzz//tFm2bNmt7OxsXmNjYP/+/Tbz5893MRgMRCqV6v/73/9mFhYWskeOHOlx8+ZNvlAoNG7evPlGhw4dapobYx999JHTnj177J2dnevs7Ox07dq1qwZMXrY33nijPC8vj3vnzh3ua6+9JpNIJPrz589nuri4+CUkJKS3atVKv2DBAsddu3bZA8Do0aOL5s+ffycjI4PXp08f79DQ0MqEhARrR0fHul9//TXL2tqaSk1N5U+ZMsWtpKSEIxAIjFu3br3Rrl07bVRUlIdEItFfuXJF5O/vX71ly5ZbnTp10uzZs8d24sSJD/zunjoURf1rDgCb/8m1Rs4TnrWcT/K5B5Vr6v7DXn/V9fegso96jxmDjzcGGf09+zH4tPX3IuvwZRmDFEXh8uXLORRFJVAUlTCeogpDKErzJI/xFFVI19/YUVNTk2hnZ6ejzw8fPpzB4/GMqampyTqdLiEsLKx827Zt2eXl5RddXV21Wq02kaKohMDAwMrz58+nUhSVUFBQcImiqASNRpPo5eVVk5+ff4miqAQA1J49ezIpikro0aNHaadOncq1Wm3iuXPnUuVyeTVFUQmffPJJ7ogRI4ooikr43//+l8Jms6lTp06lURSVsGLFipzXX3+9ZN68efVlmjtCQkI09LOW/enatWsZRVEJ77///u3AwMDK6urqxNu3b1+2tbXVa7XaxMTExJTIyMgyum8jR468s3bt2uuWfdPpdAkhISGav/76K5WiqARnZ+fajz/+OJeiqISSkpKLYrFY35xszs7OtUlJSVcCAwMrKYpKUCgU1QkJCSleXl41DeW8c+fOJaVSWXXjxo3LFEUlrF69+nqLFi10crm8mj40Gk1iVlZWkrOzc61cLq+eOHFiwZkzZ1JpWcPDw8udnJxqo6Ki7u7atesqLYe3t3f1kSNH1BRFJUyfPv32+PHjCymKShg8ePDdbdu2ZdfV1SU4OTnVlpeXX6QoKiEmJubO+vXrr92+fftyUFCQhr4+d+7cW7NmzcprqIvmjtWrV18fPXr0HbqPBoMhgf6eJ06cWEBRVMKUKVPyaZnoctevX09ycnKqzcvLu1xXV5fQoUOHiri4uCx6jG3YsOEaRVEJs2bNyqPrp/vTcFzMmzcvt2/fviX0s1u2bMmmKCqhqTGQl5d32dHRsS49PT3ZcjyMGTOmcObMmXkURSUcOnQogx7PTY2x+Pj4NG9v7+qKioqLxcXFF1u3bq395JNPchvK6uzsXHv79u3LluPm9u3bl+nny8vLL5aVlV309PSsOXPmTKparU5ms9nU2bNnUymKSujTp0/J+vXrr1EUldCxY8eK5OTkKxRFJfzxxx/pHTp0qKDb69q1a5lOp6v/bjZs2HBtzJgxzf6teJKH+e9eo38TX0lPTzMc/ofXGivzNPmn7T3scw8q19T9h73+quvvQWUf9R4zBh/+PqO/hyvHjMHHL/eyj8HnTkFBAUcsFt+zmMfPz69KqVTWAcDQoUNLTp8+bT1+/PjS8PBwzZ49e2z9/Py0Op2OhIaG1gDA0qVLHY8ePdrCXB83NTVV4OTkVMXlcqkhQ4ZUAIBKparh8/lGPp9PhYaG1uTl5fEA4Ny5c9bTp0+/AwAhISFamUxWH4o2c+bMuwcOHJBs377dITk5Oe1J9LdXr15lQqGQEgqFeqlUqrt16xbn2LFj4pSUFFFAQIAPAGi1WlbLli31APDtt99Kt2/fbq/X60lRURE3KSlJ0KFDhxoAGDNmTClgejFNCKlv44cffrD5+OOPXTUaDXv79u3XevbsWQUADg4OBltbW/3mzZslXl5eNdbW1veEEiUkJFjLZDJlTk6O4J133ilwc3Or/14aC2+ztrbWZWVlpRw+fFj8xx9/2PTt21ceFxeX/eabb2ri4+Ovnjp1SnT8+HGbOXPmtE5ISLD6+OOPCzUaDbtfv36VADBp0qTi6OjotpZ1crlcdO3atWL37t2248ePL/3zzz9t161bd+vYsWPi7OxsQWhoqAIAdDodCQoKqqSfo3XxsFy/fp03cOBA16KiIm5dXR2rdevWtQAQHx9vQ3sdaZ39+uuv4o4dO2qcnZ31ADBs2LCSU6dOWY8ePbqMxWJh4sSJJQDw1ltvFQ8ePNirsfbGjBnTViAQGF1dXWs3btx4EwDYbDbGjRtXCgBNjYGTJ09ahYaGahQKRR0AODo6GgDgf//7n/iHH37IAoABAwZoYmNjOcXFxWyg8TF24sQJ6759+5bR4WO9evUqexR9nTx50rpv375lNjY2RgDo169f6YkTJ8TR0dFlLi4utZ06daoBgHbt2lXn5OTwy8vLWZcuXbKOjo72pOuoq6urH6SDBw++J5zVyclJX1BQwHsUmZ4W/yqjh6Ko+/7pPMy1xso8Tf5pew/73IPKNXX/Ya+/6vp7UNlHvceMwYe/z+jv4coxY/Dxy73sY7Ah24DcZ92mlZWVsa6u7p6ESZYTeMvz2NjYu4sXL3aSyWTaUaNG3QVM4U+nTp0SJyQkqMVisTE0NFReU1PDAgAOh0OxWKaqWSwW6LUtbDYbBoOBAKA9ao2i0WhY9ESsoqKCLZFIHnu9AS0DLYderycURZHo6Oji9evX51mWVavVvHXr1jkmJiamOzg4GKKiojy0Wm29rugJrFQqNQqFQqNareYpFIq6qKioiqioqLTIyEiv2trae3Q7ZMiQ0g8//NB9w4YN1xvKRq/pSU5O5nft2lURHR1dSk9mm0IoFFJDhw6tGDp0aIWjo6PuwIEDLd58800Ni8VCZGRkdWRkZHWfPn0qJk6c6PHxxx8XPoyOhg8fXrJ+/fqW9vb2Bn9//2qJRGKkKAqdO3euOHz48H1yW+riYZk2bZrb9OnTC0aOHFl+5MgR8cKFC52B+w1I+trD0vBZGnpNj+U1Ho9npCf+TY2BXbt22TZWZ2MyEUIooPEx1pxsD0NzOuDxeJbtUTU1NSyDwQCxWKxXq9WNvixoaHDX1NQQgUDw3NfzAEz2tn/K5uctwEsOo7/Hh9Hh48Ho7/Fg9Pf4vPI6dHBwMBgMBlJdXV0/I7ty5YqVWq3mGQwG7N+/X9qlSxcNAHTr1q0qPz+fd/DgQbsJEyaUAEBZWRnb1tbWIBaLjZcuXRIkJSVZPUr7nTp1qty9e7cEABITEwWZmZlC+t60adNchgwZUmxe11G/HiosLEx2/fp17uP2naZ3794VR44ckeTl5XEAoLCwkJ2ZmckrLS1lC4VCo1QqNeTm5nJOnjzZ5F4bM2bMyJ80aZI7nWnLaDSiocEDACNHjix95513Cppbm+Tv7187ffr0/M8//9ypObnPnDkjysnJ4QKAwWDAlStXhO7u7nU5OTncM2fO1GexS0hIELm4uNTZ2dkZbGxsDMeOHbMGgK+//touLCyssmG9/fr106Smpoq2bNliHx0dXQIAXbt2rUpISLBOSUnhAyaDNDk5udEsaEuWLHFYsmSJQ3OyazQatpubmw4Atm/fXr+uqWvXrhUrV65sSZ8XFRWxIyIiqs6fPy/Oz8/n6PV67Nu3T9q1a9dKwKRnOuvc9u3b7UJDQzXNtdsUTY2ByMjIqvPnz4vprHiFhYVsAOjYsaPmm2++sQNMhr9EItFLpdImjYZu3bpVHj16tEVlZSUpLS1l/fbbby0aK2dlZWUoLy+/b9x069at8ueff26h0WhYFRUVrJ9//lkSGRnZZF+lUqnR1dW1btu2bRLApKf//ve/wqbKZ2RkCFQqVbMG9rPiX+XpeVJQFPXK/7N6mjD6e3wYHT4ejP4eD0Z/j8+/RYcRERHlx48ftx44cKAGAAIDAytnzZrlqlarhR06dNCMHj26jC47cODA0uTkZBG9+D0qKqp88+bNDjKZTOnp6akNCAhocuF9Y3zwwQdFQ4cO9TCnXK6Wy+U1EonEcPToUevLly9bff3112oOh4ODBw9KVq9ebTdt2rTiGzdu8B0cHBrNrz1o0CBvDodDAUD79u0r33nnnaIHyRAUFKSdN29eXvfu3WVGoxFcLpdas2bNze7du1f5+vpWe3t7q9zc3Gotw7ka8uGHHxZVV1ezgoODfXg8ntHKysoYGhpaGRYWdo93QSKRGBcvXlzQVD00s2bNKmrbtq0TPdk+fPiwRKFQWNP3165de6O8vJw9efJkd9pTFxgYWDVnzpw7t27d4s6ePdu1sLCQy+fzKalUqtuyZctNAPjmm2+uT5061f29995jubm51X7//fc5DdvmcDjo3r17+f79++327t2bAwDOzs76TZs25QwfPrwtHSb16aef5vn7+9c2fF6tVgvDw8Pv05Veryd8Pt8IAB9//PHtESNGeDo6OtYFBwdX3bx5kw8An3/+ef748ePdvL29VSwWi5o7d+7tsWPHls2fPz/vtddek1EURbp3714+atSoMgAQCoXG1NRUoUqlchKLxYYDBw5ca9juw9DcGFizZk3OoEGDvIxGI+zs7HTnzp27unTp0tsxMTEeMplMKRQKjdu3b2/UA0bTuXPn6kGDBpX4+vqqXFxcakNDQxsdS2PHjr3bp08f75YtW+rOnz+fafl8TExMcfv27X0AUyKD8PDwmoyMjCZD0r7//vtrkyZNcl+6dGkrvV5PBg0aVBIWFtaoYRMfHy9eunRpXmP3njXkUVx7DAwMDAwMDC8HSUlJOQEBAU87y16znD17Vrhs2TKnH3/88bpltrPGykZGRnrNmDGj8M033/xHb9QbotfrUVdXR0QiEZWamsrv1auXLDs7O0UgEDQ68blw4YJg06ZN9lu3br31JNpnePJERkZ6/fLLL9kNv8MJEya09vb21s6ZM+eBhijDsyM3N5czdOjQtv/9738zH1z6yZCUlGQfEBDg0dg9xtPDwMDAwMDA8FQIDw+vuXDhQkVzm5PevXuXHRwc7OPj41P9pAwewBQm1aVLF7lOpyMURWHVqlU3mjJ4AFOyg5CQEMbgeYFpzGCOiIjw1ul05P/+7/9uN/YMw/Pj2rVrvBUrVjzz9YRNwXh6GBgYGBgYXkFeBE8PAwMDw7OkOU8Pk8jgMSGEtCWEfE0I2f+8ZXlZIYQMJIRsIYQcIoT0et7yvGwQQnwIIRsJIfsJIVOftzwvK4QQK0JIIiHkjecty8sGIaQrIeS0eRx2fd7yvGwQQliEkMWEkLWEkLHPWx4GBgaGVxHG6GkEQsg2QsgdQkhKg+u9CSEZhJAsQsgcAKAo6hpFUROej6QvLo+owx8pipoEYByAYc9B3BeOR9RfOkVRUwAMBRD8POR9EXkUHZr5CMDeZyvli8sj6o8CUAlAAIAJD8Ij6+9NAC4AdGD0x8DAwPBUYIyextkOoLflBUIIG8B6AH0AKAGMIIQon71oLw3b8eg6nGe+z/CI+iOEDABwBsAfz1bMF5rteEgdEkJ6AEgD8FB7TfxL2I6HH4OnKYrqA5Ph+J9nLOeLynY8vP7kAP5LUdRMAIy3loGBgeEpwBg9jUBRVDyAkgaXQwFkmT07dQB2w/R2jqERHkWHxMRSAL9QFHXxWcv6IvKoY5CiqJ8oiuoEYOSzlfTF5RF1GAmgI4AYAJMIIf/6v42Poj+Koug9JEoBNLq/xr+NRxx/t2DSHQAYnp2UDAwMDP8e/vX/2B8BF9y7o/UtAC6EEDtCyEYA7Qgh/+/5iPbS0KgOAbwLoAeAIYSQKc9DsJeEpsZgV0LIGkLIJgA/Px/RXhoa1SFFUR9TFDUDwHcAtlhM4hnupakxONg8/nYAWPdcJHs5aOpv4AEArxNC1gKIfx6CPS0qKytJSEiIvLnsbS8DoaGh8vj4eJHltfj4eNG4ceNaP4v2FyxY4NimTRuVTCZTyuVy5cSJE11ra2sJALi4uPgFBQXJLcsrFAqlt7e3CjBtcCkWiwN9fHyUbdq0UcXGxrrS5dasWWMnkUgCFAqFkj4SExMFBoMB48aNa+3t7a0y73PkQ+/r8+WXX9rJZDKlTCZTent7q3bu3NmiOdmjoqI86E0+GR6MSCRqBwA5OTnc3r17twWAc+fOCffs2VO/ge2uXbts586d2+wGs4/LzJkznefPn+8IALGxsa4//fST+Gm29yxgUlY/PKSRaxRFUcUAmIn6w9GUDtcAWPOshXkJaUp/JwGcfLaivLQ0qsP6DxS1/dmJ8lLS1Bg8ANPEnaF5mtJfNYBXcm3o2rVr7QcMGFDK4bx6042IiIjqiIiI6geX/Ofo9XqsXLnS4Y8//rC5cOGC2t7e3qDVasnChQsdq6qqCJ/PpwCgqqqKnZWVxfXy8tJdvHhR0LCe4ODgyhMnTmRVVlYSPz8/5fHjx0t79epVBQD9+/cvjYuLu2lZftOmTdKCggKuWq1OZbPZyM7O5trY2Bizs7O5K1asaHX58uV0Ozs7Q3l5OSs/P/+ZfLl6vR7PehzpdDpwudxn2iaNh4eH7tixY9cAICEhQZSQkGA1bNiwcgAYOXJkOYDyZyXL7Nmz74wfP959wIABTyyl/POA8fQ8PLcAWL7RcQXA5IR/NBgdPh6M/h4fRoePB6O/x+Nfp7+9e/faDR06tAwweRyCg4PlPXv29PT09FTFxMS4GQwGrFq1yn7ChAn1elmxYoX9xIkTXQGgR48eniqVysfLy0u1fPlye7qMSCRqN3XqVBeVSuXTqVMn2YkTJ0ShoaFyV1dXv127dtkCpn16+vbt21Ymkyn79evX1t/fXxEfHy/KzMzkubu7++bn53MMBgOCgoLkBw4csHnUvh05ckQcGRnpBZjeikdHR3vQMixatKglXW7Dhg1SPz8/H4VCoYyJiXGnvV4jR4508/X19fHy8lK9//77znR5FxcXv9mzZ7cKCgqSb9u2TbJy5cpWW7ZsuWFvb28AAIFAQC1ZsqRAKpXWe6QHDhxYEhcXJwWAuLg4aVRUVMPQSgCAtbU1pVKpam7evMlrrm/5+flcR0dHHZvNBgB4enrqHBwcDPn5+VwrKyujra2tAQBsbW2NCoWiDjB5IwICAhQymUzZs2dPz6KiIrZlnXv37rXp27dvW0v9devWzQsADhw4YBMYGKhQKpU+ffr0aVteXs5qTBdNyWvplQAAb29vVUZGBi8jI4PXtm1b1fDhw929vLxU4eHh3pWVlQQwee/eeuut1u3atVN4e3urTpw4IaLrGjFihHt4eLj34MGD29y+fZvz+uuve/r6+vr4+vr6HD9+3AoAysvLWUOGDPGgvV7bt29vAZgMRtoLNnXqVBdaJpFI1O7dd991kcvlyoCAAEVubi4HANRqNS8wMFDh6+vrM3369PpxkJGRwfP29lZptVry+eefOx8+fFiiUCiUW7ZskaxZs8ZuzJgxbgCQmZnJCwsLk8lkMmVYWJjs6tWrPMDkYRs3blzrdu3aKVxdXf0svW2ffPKJo6+vr49MJlNajr2PPvrIycPDw7dTp06yq1ev1ocqy2SyurKyMs7Nmzdf6rcXjNHz8FwA4E0IaUMI4QEYDuCn5yzTywajw8eD0d/jw+jw8WD093g8N/29BbQOBeRP8njrXgPuPrRaLcnNzeXL5fI6+tqVK1esVq9enZuRkZGak5PDj4uLk0yYMKHk+PHjtnS41s6dO+1jY2OLAWDXrl05qamp6ZcvX07btGmTY0FBARsAampqWJGRkZrU1NR0Kysrw7x581xOnz6duW/fvqzPPvvMBQCWLVvm0KJFC0NmZmbaggULbqelpVkBpgnc9OnTC8aPH++2YMECR7lcrh08eHDF4+o4KytLcOrUqcwLFy6kL1++3Lm2tpZcvHhRsH//fmlCQoJarVansVgsauPGjXYAsHLlyryUlJR0tVqdevbsWfH58+eFdF0CgcCYmJiYER0dXV5dXc2iDYumiImJKT18+LAEAH799dcWgwcPLmusXFFREfv69ev8Xr161b+xpyfT9FFZWUlGjx5d8vvvv7dQKBTKSZMmuZ49e1YIAB07dqy2t7fXtW7d2m/IkCEe3333XX3I1bhx49osWbLkVmZmZppKpar56KOPnC3bHjRoUMWlS5esKioqWADw/fffS4YMGVKSn5/PWbJkSav4+PjMtLS09Pbt21d/9tln9QYMrYvY2NhS/ANu3rwpeO+99+5kZWWl2traGuLi4uon/9XV1axLly6p16xZcyM2NrYNfT05OVn066+/Zh0+fPj65MmTW8+cObMwJSUl/eDBg9lTpkzxAIA5c+a0srGxMWRmZqZlZmam9evXT5OTk8NdsGCBy8mTJzPT0tJSL126ZLVjx44WgGnMhoWFVWZkZKSFhYVVrl271gEA3n77bbeJEycWpaSkpDs5Oekayi8QCKj/9//+3+3+/fuXqtXqtEmTJt2jhylTprjFxMQUZ2Zmpg0bNqx46tSp9b+XhYWF3ISEBPWhQ4eufvrppy6AycDMysoSJCcnp6enp6ddvnxZ9Msvv1ifPn1adPDgQemVK1fSjhw5kpWUlGRl2Y6fn1/1n3/+af1PvoMXBcboaQRCyPcA/gtATgi5RQiZQFGUHsA0AL8CSAewl6Ko1Ocp54sMo8PHg9Hf48Po8PFg9Pd4MPoDCgoKOGKx+J7FPH5+flVKpbKOw+Fg6NChJadPn7a2sbExhoeHa/bs2WN76dIlgU6nI6GhoTUAsHTpUke5XK4MCgryKSgo4KampgoAgMvlUkOGDKkAAJVKVdO5c2cNn8+nQkNDa/Ly8ngAcO7cOesRI0aUAEBISIhWJpPVh6LNnDnzbmVlJXv79u0O69evfyI7xvfq1atMKBRSrVq10kulUt2tW7c4x44dE6ekpIgCAgJ8FAqF8syZMzbXrl3jA8C3334rVSqVPkqlUnn16lVBUlJSfVjamDFjSgGAoigQ8ndU5A8//GCjUCiULi4ufr/99lv9pNTBwcFga2ur37x5s8TLy6vG2tr6nnWJCQkJ1jKZTOni4hLQq1evcjc3t/rvhZ5M04e1tTXl6empy8rKSlm4cOEtFouFvn37yg8dOiTmcDiIj4+/+t1332V7e3tr58yZ03rmzJnOxcXFbI1Gw+7Xr18lAEyaNKn4r7/+umeCzOVy0bVr14rdu3fb6nQ6/Pnnn7YjRowoO3nypFV2drYgNDRUoVAolLt377az9ETRuvinuLi41Hbq1KkGANq1a1edk5NT78GIiYkpAYA+ffpUVlZWsu7evcsGgN69e5dZW1tTAHD27Fmb6dOnuykUCmX//v29Kisr2aWlpaz4+Hib999//47ld3DmzBmrjh07apydnfVcLhfDhg0rOXXqlLW5/9Tw4cPLASAoKKjqxo0bPAC4ePGi9aRJk0oAYPLkycWP2r9Lly5ZxcbGlgDA1KlTSxITE+v1PmDAgDI2m42goCBtcXExFwCOHTtmEx8fb6NUKpUqlUqZnZ0tUKvVghMnTlj37du3TCwWG6VSqbFXr15llu04ODjo6d+tl5WX2k31tKAoakQT138Gs1D8oWB0+Hgw+nt8GB0+Hoz+Ho8XTX/b7k2g8EywsrIy1tXV3fNy1XICb3keGxt7d/HixU4ymUw7atSou4Ap/OnUqVPihIQEtVgsNoaGhsprampYAMDhcCgWy1Q1i8UCvbaFzWbDYDAQwGQwNIVGo2EVFBTwAKCiooItkUgeO3kJLQMth16vJxRFkejo6OL169fnWZZVq9W8devWOSYmJqY7ODgYoqKiPLRabb2uxGKxEQCkUqlRKBQa1Wo1T6FQ1EVFRVVERUWlRUZGetXW1t6j2yFDhpR++OGH7hs2bLjeUDZ6TU9ycjK/a9euiujo6FLaEGgKoVBIDR06tGLo0KEVjo6OugMHDrR48803NSwWC5GRkdWRkZHVffr0qZg4caLHxx9//FDp/ocPH16yfv36lvb29gZ/f/9qiURipCgKnTt3rjh8+PB9clvqojk4HA5lNP5djPYaAgCPx7P8Xih6DAFNj0crK6v6yiiKQkJCQjptBFleb/h8c2POcsxyOBzo9fr6h1ksVtMPPgYCgcByzWr9zxkzZuR/8MEHdy3LLly4sGXD/lii1WqJUCh8qZP8MJ4eBgYGBgYGhieOg4ODwWAwkOrq6vqZ1JUrV6zUajXPYDBg//790i5dumgAoFu3blX5+fm8gwcP2k2YMKEEAMrKyti2trYGsVhsvHTpkqBhuM2D6NSpU+Xu3bslAJCYmCjIzMysDx+bNm2ay5AhQ4rnzp17e9y4ce709bCwMNn169ef2Mr13r17Vxw5ckSSl5fHAYDCwkJ2ZmYmr7S0lC0UCo1SqdSQm5vLOXnypG1TdcyYMSN/0qRJ7rQXwmg0oqHBAwAjR44sfeeddwqaC9Xz9/evnT59ev7nn3/ebOavM2fOiHJycrgAYDAYcOXKFaG7u3tdTk4O98yZM/VZ7BISEkQuLi51dnZ2BhsbG8OxY8esAeDrr7+2CwsLq2xYb79+/TSpqamiLVu22EdHR5cAQNeuXasSEhKsU1JS+IDJIE1OTm409f2SJUsclixZ4tDwuoeHR+3ly5etaNnz8vIeKnX+999/T4cEWovFYoOdnd19KeM7d+5csXTp0vo1WufOnROa5a5YuXJl/fWioiJ2RERE1fnz58X5+fkcvV6Pffv2Sbt27XqfHixp37595ZYtW6QAsGXLFrvGytjY2BgqKysbnbO3a9euauvWrRLAtJ4oODi42fb69OlTsWPHDnt63dT169e5eXl5nG7dulUePXq0RWVlJSktLWX99ttvLSyfy87OFgQEBDRrKL/oMJ4eBgYGBgYGhqdCRERE+fHjx60HDhyoAYDAwMDKWbNmuarVamGHDh00o0ePLqPLDhw4sDQ5OVnk4OBgAICoqKjyzZs3O8hkMqWnp6c2ICCg6lHa/uCDD4qGDh3qYU65XC2Xy2skEonh6NGj1pcvX7b6+uuv1RwOBwcPHpSsXr3abtq0acU3btzgOzg4NJpfe9CgQd4cDocCTBPVd955p+hBMgQFBWnnzZuX1717d5nRaASXy6XWrFlzs3v37lW+vr7V3t7eKjc3t9qgoKAmJ6offvhhUXV1NSs4ONiHx+MZraysjKGhoZVhYWH3ZI6TSCTGxYsXFzxIplmzZhW1bdvWiU5BbV7TUx8StXbt2hvl5eXsyZMnu9OeusDAwKo5c+bcuXXrFnf27NmuhYWFXD6fT0mlUt2WLVtuAsA333xzferUqe7vvfcey83Nrfb777/Padg2h8NB9+7dy/fv32+3d+/eHABwdnbWb9q0KWf48OFt6+rqCAB8+umnef7+/rUNn1er1cLw8PD7dDVmzJjSXbt22SkUCmVgYGCVu7u79kF6MOvM0K5dO0VlZSV78+bNjXqaNm/enDtx4kQ3mUymNBgMpEOHDppOnTrd/Pzzz/PHjx/v5u3trWKxWNTcuXNvjx07tmz+/Pl5r732moyiKNK9e/fyUaNGlTUnw4YNG24OHz687YYNGxwHDBjQaChfnz59NMuXL2+lUCiUs2bNyre899VXX90cO3asx+rVq53s7Oz0cXFxOc21N3jw4IrU1FRBSEiIAgBEIpFx165d1zt37lw9aNCgEl9fX5WLi0ttaGhovZ5ra2tJTk4OPyIi4pF+B180SHOuOAYGBgYGBoaXk6SkpJyAgIC7Dy759Dh79qxw2bJlTj/++OP1I0eOiFesWOF44sSJrMbKRkZGes2YMaPwzTfffCJpcfV6Perq6ohIJKJSU1P5vXr1kmVnZ6dYhvxYcuHCBcGmTZvst27deutJtM/w5ImMjPT65Zdfspv6Dh+F0NBQ+fLly3OfdtrxV4G4uLgWiYmJotWrV7/w2SaTkpLsAwICPBq7x3h6GBgYGBgYGJ4K4eHhNRcuXKhobnPSu3fvsoODg318fHyqn5TBA5jCpLp06SLX6XSEoiisWrXqRnOT5ZCQEG1ISAhj8LzANGUwMzxd9Ho9+eSTTx5q3daLDOPpYWBgYGBgeAV5ETw9DAwMDM+S5jw9TCIDBgYGBgYGBgYGBoZXGsboYWB4hSGEnCSEBD+Ddt4jhKQTQnY9ZHkPQkjK05aribZbEELefh5tMzAwMDAwMDwfGKOHgYGhUQghj7Lm720AfSmKGvm05HmCtIBJXgYGBgYGBoZ/CYzRw8DwnDF7PdIJIVsIIamEkOOEEKH5Xr2nhhBiTwjJMX8eRwj5kRBymBBynRAyjRAykxByiRDyFyFEatHEKELIOUJICiEk1Py8FSFkGyHkgvmZNy3q3UcIOQzgeCOyzjTXk0IImWG+thFAWwA/EULeb1CeTQhZZm4nmRAyuZE6Gy1DCOlKCDlFCNlLCMkkhHxBCBlJCPkfIeQKIcTTXM6BEPKD+fkLhJBw8/UF5j6eJIRcI4S8Z27yCwCehJDL5nZbEULizecphJAu/+ybZGBgYGBgYHhRYYweBoYXA28A6ymKUgEoAxD1EM/4AogBEApgMYBqiqLaAfgvgDEW5awoiuoEk3djm/naxwD+pCgqBEAkgGWEEHrjvzAAYymK6mbZGCEkCMB4AB0AdAQwiRDSjqKoKQBuA4ikKGpVAxknACg3txNifqbNI5QJADAdgB+A0QBkFEWFAtgK4F1zmdUAVpmfjzLfo1EAeN2so08JIVwAcwBkUxQVSFHUB2Yd/kpRVKC5vctgYGB4IlRWVpKQkBB5c9nbXgZCQ0Pl8fHxIstr8fHxonHjxrV+2m1HRUV5fPPNN5Lm5MnIyOB5e3urAFPWugEDBrSRyWRKb29vVVBQkJzeiLIpRCJRu6cj/avHmjVr7MaMGeMGAP/3f//nsG7dOjv6Or2hKwAMGzbMPTExUfA0ZXFxcfHLz8/naLVaEhwcLNfpdE+zuZceJmU1A8OLwXWKoi6bPycC8HiIZ05QFKUBoCGElAM4bL5+BYC/RbnvAYCiqHhCiA0hpAWAXgAGEEJmm8sIALiZP/9GUVRJI+11BnCQoqgqACCEHADQBcClZmTsBcCfEDLEfG4Lk4GX+RBl6gBcoCgq39xeNv72Pl2ByVgDgB4AlITUb/puQwgRmz8fpSiqFkAtIeQOAMdGZLwAYJvZIPrR4ntgYGB4TNauXWs/YMCAUg7n1ZtuREREVD/tPV7+ibG4ZMmSli1bttT99NNP1wEgKSmJz+PxnnqqXr1ej+fxPT+vdgHTxrH05507d9oHBgbWeHh46ABgz549N56VHAKBgHrttdcqtm7dKp06dWpj/78ZwHh6GBheFCx3njbg7xcSevz9e9rwjZHlM0aLcyPufaHR8J8dBYAAiDJ7OwIpinKjKCrdfL+pHZdJE9ebgwB416KdNhRFNQyba67Mw/SRBSDM4nkXszHY8HlLvdZDUVQ8gAgAeQB2EELGNCzDwMDwz9i7d6/d0KFDywDgyJEj4uDgYHnPnj09PT09VTExMW4GgwGrVq2ynzBhQr3HZMWKFfYTJ050BYAePXp4qlQqHy8vL9Xy5cvt6TIikajd1KlTXVQqlU+nTp1kJ06cEIWGhspdXV39du3aZQuYPB59+/ZtK5PJlP369Wvr7++viI+PF2VmZvLc3d198/PzOQaDAUFBQfIDBw7YPGrfjhw5Io6MjPQCgJkzZzpHR0d70DIsWrSoJV1uw4YNUj8/Px+FQqGMiYlxpw2ZkSNHuvn6+vp4eXmp3n//fWe6vIuLi9/s2bNbBQUFybdt2ya5r+EHkJ+fz3Vxcal/5R8QEFArFAopAFiwYIGjt7e3ytvbW7Vw4cKWDZ/t169f2z179tjS51FRUR7bt29vodfrMXnyZFdfX18fmUymXLZsmT2tgw4dOsj69+/fRi6Xq5qTi/ZKACYvWWhoqLw53WVkZPDatGmjGjx4sIdMJlP27t27rUajYTWmowMHDtgEBgYqlEqlT58+fdrSnq1Tp06J2rVrp5DL5Uo/Pz+f0tJSVnV1NRkyZIiHTCZT+vj4KA8fPiwGTJ6aXr16eXbp0sXb3d3dd8qUKa607KtXr7bz8PDwDQkJkZ87d86avj5z5kzn+fPnO37zzTeSlJQU0ZgxY9oqFAplZWUlsfTGbdq0SUp73qZOnepCPy8Sidq9++67LnK5XBkQEKDIzc3lAMDt27c5r7/+uqevr6+Pr6+vz/Hjx60AoKCggB0eHu7t4+OjjImJcbfcdmbIkCFlu3fvtgxtZ2gAY/QwMLzY5AAIMn8e0ky55hgGAISQzjCFkZUD+BXAu8TsHiGEPExoQzyAgYQQkTkUbhCA0w945lcAU81eFBBCZBZhdI9SpjmOA5hGnxBCAh9QXgOA9gSBEOIO4A5FUVsAfA2g/SO0zcDwUvAW0DoUkD/J4y2g2dAurVZLcnNz+XK5vI6+duXKFavVq1fnZmRkpObk5PDj4uIkEyZMKDl+/LhtbW0tAUxvzGNjY4sBYNeuXTmpqanply9fTtu0aZNjQUEBGwBqampYkZGRmtTU1HQrKyvDvHnzXE6fPp25b9++rM8++8wFAJYtW+bQokULQ2ZmZtqCBQtup6WlWQGATCarmz59esH48ePdFixY4CiXy7WDBw+ueFwdZ2VlCU6dOpV54cKF9OXLlzvX1taSixcvCvbv3y9NSEhQq9XqNBaLRW3cuNEOAFauXJmXkpKSrlarU8+ePSs+f/68kK5LIBAYExMTM2JjY0sfVY7Y2Ni7a9eudQoMDFS89957zleuXOEDwOnTp0XfffedXWJiYnpCQkJ6XFycw9mzZ4WWzw4bNqxkz549EsD0/Z09e9ZmyJAh5V9++aW9ra2tISUlJT0pKSn922+/dVCr1TwASE5Otlq2bFlednZ26pPUHQDk5OQIpkyZUpSZmZkmFouNy5Ytc2ioo/79+2uWLFnSKj4+PjMtLS29ffv21Z999pmjVqslI0eO9Pzyyy9vZmRkpJ06dSrD2trauHTp0pYAkJmZmfbdd99di42N9aiuriYAkJaWJvrxxx+vpaenp/7000+SrKws7o0bN7hffPGF87lz59SnT5/OzMzMFDaUf/z48aW+vr7VcXFx19RqdZq1tXW9NZKTk8NdsGCBy8mTJzPT0tJSL126ZLVjx44WgGkch4WFVWZkZKSFhYVVrl271gEAJk+e3HrmzJmFKSkp6QcPHsyeMmWKBwDMmTPHOSwsrDI9PT1twIABZfn5+Ty6nZCQkJrk5ORH+d/5r+PV8zczMLxaLAewlxAyGsCf/7COUkLIOQA2AN4yX/sMwJcAks2GTw6AN5qrhKKoi4SQ7QD+Z760laKo5kLbANP6Gg8AF83tFAEY+A/KNMd7ANYTQpJh+psWD2BKM/0oJoScNafM/gVACoAPCCE6AJW4dz0UAwPDP6SgoIAjFovvic/y8/OrUiqVdQAwdOjQktOnT1uPHz++NDw8XLNnzx5bPz8/rU6nI6GhoTUAsHTpUsejR4+2MNfHTU1NFTg5OVVxuVxqyJAhFQCgUqlq+Hy+kc/nU6GhoTV5eXk8ADh37pz19OnT7wBASEiIViaT1YeizZw58+6BAwck27dvd0hOTk57Ev3t1atXmVAopIRCoV4qlepu3brFOXbsmDglJUUUEBDgAwBarZbVsmVLPQB8++230u3bt9vr9XpSVFTETUpKEnTo0KEGAMaMGdOssUMIuS9cjb7WqVOnmuvXr1/58ccfbX777TebTp06+Zw6dUp98uRJ6759+5bZ2NgYAaBfv36lJ06cEIeHh9fQdQwZMqT8ww8/dKupqSE//PCDbWhoqMba2pr6/fffbdRqteinn36SAIBGo2GnpaUJeDwe5e/vX6VQKOoayvO4ugMAJyenul69elUBwOjRo4vXrFnTEkChpY5OnjxplZ2dLQgNDVUAgE6nI0FBQZXJycmCli1b6l577bVqAJBKpUbANC7efffdOwDQrl07rbOzc92VK1cEANC5c+cKOzs7AwB4eXlps7Oz+Xfu3OF07NhR4+zsrAeAwYMHl2RmZj70Wp0zZ85YWT4/bNiwklOnTlmPHj26jMvlUsOHDy8HgKCgoKrff//dBgDOnj1rc/Xq1XrjqrKykl1aWsr666+/xAcOHMgCgOHDh5dPnjzZQJfhcDjgcrlUaWkpSyKRGB/5S/gXwBg9DAzPGYqicmBKSkCfL7f4rMa963Pmma9vB7DdopyHxef6exRFdW2izRoA92VSa1hvI/dXAljZyHWP+0sDFEUZAcw1H5aUw9znZsqcNB90XV0tPtffoyjqLszerAZtL2hwbqnjmAbFv21MfgaGV4VtQO6zbtPKyspYV1d3T0SJxdq7e85jY2PvLl682Ekmk2lHjRp1FzCFTp06dUqckJCgFovFxtDQUHlNTQ0LADgcDsVimapmsVjg8/kUALDZbBgMBgIAlqE/DdFoNKyCggIeAFRUVLCfxCSRloGWQ6/XE4qiSHR0dPH69evzLMuq1WreunXrHBMTE9MdHBwMUVFRHlqttl5XYrG4WXkkEom+uLi4fg5XVFTEkUgk9Qamra2tcezYsWVjx44tGzNmDA4dOmTLZrMfuK5HJBJRHTt21Bw4cMBmz549khEjRpQAAEVRZMWKFTejoqLu8YgdOXJELBKJHkp3bDabMhpNRenvkaYx3QFNjxfgbx1RFIXOnTtXHD58+Lpl2fPnzwsbMw6bGxeWa5/YbDal0+kaleNRaK49y3HM4XDq+01RFBISEtItPUY0dPnG0Ol0RCQSPfX1Wy8rTHgbAwMDAwMDwxPHwcHBYDAYCB06BJjC29RqNc9gMGD//v3SLl26aACgW7duVfn5+byDBw/aTZgwoQQAysrK2La2tgaxWGy8dOmSICkp6ZFCdzp16lS5e/duCQAkJiYKLMOSpk2b5jJkyJDiuXPn3h43bpw7fT0sLEx2/fp1bmP1/RN69+5dceTIEUleXh4HAAoLC9mZmZm80tJStlAoNEqlUkNubi7n5MmTtg+qy5KIiAjNjh07pLQR8fXXX9vRujx+/LhVUVERGzCFqGVmZgo8PDzqunXrVvnzzz+30Gg0rIqKCtbPP/8siYyM1DSse/jw4SXbt2+3v3DhgpgO++vZs2f5V1995UCHnSUnJ/MrKioanUM2pUNXV9e6s2fPigBg7969D7VWKT8/n/f7779bAcB3330n7dSpU2XDMl27dq1KSEiwTklJ4QMmgzY5OZkfEBCgLSws5J06dUoEAKWlpSydTofOnTtX7ty5U0r3Iz8/n+fv769tSoaIiIiqv/76S1xQUMCura0lBw8ebFR2a2trQ3l5Obux58+fPy/Oz8/n6PV67Nu3T9q1a9f7+mFJ586dK+gwPAA4d+6cEAA6duyo2bZtmx0A7N2716aioqK+vYKCArZEItFbGpAM98IYPQwMDAwMDAxPhYiIiPLjx4/XL/wODAysnDVrlqtMJlO5ubnVjh49uoy+N3DgwNLg4OBKBwcHAwBERUWV6/V6IpPJlHPnznUOCAhoKslKo3zwwQdFxcXFHJlMply8eLGTXC6vkUgkhqNHj1pfvnzZatGiRQVTp04t4XK51OrVq+0MBgNu3LjBd3BwaDRl2qBBg7wdHR39HR0d/fv06dP2YWQICgrSzps3L6979+4ymUym7Natmyw3N5cbFhZW4+vrW+3t7a0aPXq0R1BQULOT4Pfff9+dbjswMFAxc+bMu9bW1kaFQqGUy+XKqqoq1qeffloIAJmZmYLw8HC5TCZT+vr6KgMDA6vHjh1b2rlz5+qYmJji9u3b+wQFBfmMHj26yDK0zaKfFRcuXBB37ty5QiAQUOb27yoUCq2fn5+Pt7e3atKkSe60F8SS5nQ4f/782x9++KFbUFCQ/GG8TgDQtm1b7bZt2+xkMpmytLSUM3v27KKGZZydnfWbNm3KGT58eFuZTKYMCgpSXLlyRSAQCKhdu3Zlv/fee25yuVzZtWtXWXV1NevDDz+8YzAYiEwmUw4bNsxz06ZNOXSih8Zwd3fXffTRR7c7duzo07lzZ5m/v3+jGfvGjBlz991333WnExlYPj9//vy81157Tebj46Py9/evHjVqVFlz/d68eXPuxYsXrWQymdLT01O1bt06BwD44osvbp89e9ZaqVT6/Prrr7atWrWqDyv85ZdfbLp3717+EGr910Kac7sxMDAwMDAwvJwkJSXlBAQE3H2eMpw9e1a4bNkypx9//PH6kSNHxCtWrHA8ceJEVmNlIyMjvWbMmFH45ptv3ud9+Cfo9XrU1dURkUhEpaam8nv16iXLzs5OoSfyDblw4YJg06ZN9lu3br31JNr/N/IkdZiRkcF74403vK9evfqPEyT8m+jVq5fnsmXLbgUEBNQ+uPSrS1JSkn1AQIBHY/eYNT0MDAwMDAwMT4Xw8PCaCxcuVDS338zdu3fZwcHBPj4+PtVPyuABTGFOXbp0ket0OkJRFFatWnWjKYMHMCU7CAkJYQyex4DR4fNBq9WSAQMGlP3bDZ4HwXh6GBgYGBgYXkFeBE8PAwMDw7OkOU8Ps6aHgYGBgYGBgYGBgeGVhjF6GBgYGBgYGBgYGBheaRijh4GBgYGBgYGBgYHhlYYxehgYGBgYGBgYGBgYXmkYo4eBgYGBgYHhqVBZWUlCQkLkzWVvexkIDQ2Vx8fHiyyvxcfHi8aNG9f6abcdFRXl4eLi4qdQKJRKpdKH3qwTAObPn+/Ypk0blbe3t0oulyvXrVtnBwA6nQ7Tpk1zcXd391UoFEqFQqH86KOPnOjnPvroIycvLy+VTCZTKhQK5Z9//tnsxq+N9f9JM3PmTOf58+c7AqY+f/PNN/dsAtpQhoyMDJ63t7cKAI4cOSIWi8WBPj4+yrZt26pmzZrV6mnK+rCIRKJ2AJCTk8Pt3bt3W8C00eiePXvqN6PdtWuX7dy5c52aquNJ0alTJxm9ae2/FcboYWBgYGBgYHgqrF271n7AgAGlHM6rt0NGRERE9fbt23OfZhu0sbho0aJbarU6bdGiRXlvv/22OwD83//9n8Off/5pk5iYmH716tXUc+fOZdAZeadPn+6Sn5/PTU9PT1Wr1Wn//e9/1TqdjgUAv//+u9Wvv/7a4sqVK2mZmZlpJ06cyGzbtm1dUzI8jf48DYKDgyvT09PTLl++nL5//36706dP32Ok6XS6p9b2g/Dw8NAdO3bsGgAkJCSIjh49Wm/0jBw5snzJkiUFT6tto9EIg8GAESNGFC9fvtzhabXzMsAYPQwMDAwMDAxPhb1799oNHTq0DDC9jQ8ODpb37NnT09PTUxUTE+NmMBiwatUq+wkTJtR7TFasWGE/ceJEVwDo0aOHp0ql8vHy8lItX77cni4jEonaTZ061UWlUvl06tRJduLECVFoaKjc1dXVb9euXbaAaZ+evn37tpXJZMp+/fq19ff3V8THx4syMzN57u7uvvn5+RyDwYCgoCD5gQMHbB61b0eOHBFHRkZ6ASYvRXR0tActw6JFi1rS5TZs2CD18/PzUSgUypiYGHd64j9y5Eg3X19fHy8vL9X777/vTJd3cXHxmz17dqugoCD5tm3b7vF29O7dW5Obm8sHgFWrVjlt2rTpplQqNQKAnZ2d4d133y3WaDSs7777zmHr1q03RSIRBQASicS4cuXK2wCQl5fHlUqleqFQSAFAq1at9B4eHjoAOHTokNjHx0cpk8mU0dHRHjU1NcSy/aVLlzpMmTLFlT5fs2aN3dixY1s310+RSNRuxowZzv7+/oo//vjD+lH1/KjY2NgY/fz8qjMyMvgzZ850HjFihHt4eLj34MGD29y+fZvz+uuve/r6+vr4+vr6HD9+3AoAysvLWUOGDPGQyWRKmUym3L59ewsA2LRpk1Qmkym9vb1VU6dOdaHbEIlE7d59910XuVyuDAgIUOTm5nIAQK1W8wIDAxW+vr4+06dPr/9Oaa+UVqsln3/+ufPhw4clCoVCuWXLFsmaNWvsxowZ4wYAmZmZvLCwMJlMJlOGhYXJrl69ygNMnq9x48a1bteuncLV1dXP0gv2ySefOPr6+vrIZDIlPY4yMjJ4bdu2VY0aNcpNpVIps7OzecOHDy87cOCA3dPW/4sMY/QwMDAwMDC84rwFtA4F5E/yeAtoNrRLq9WS3Nxcvlwur/ciXLlyxWr16tW5GRkZqTk5Ofy4uDjJhAkTSo4fP25bW1tLAGDnzp32sbGxxQCwa9eunNTU1PTLly+nbdq0ybGgoIANADU1NazIyEhNampqupWVlWHevHkup0+fzty3b1/WZ5995gIAy5Ytc2jRooUhMzMzbcGCBbfT0tKsAEAmk9VNnz69YPz48W4LFixwlMvl2sGDB1c8ro6zsrIEp06dyrxw4UL68uXLnWtra8nFixcF+/fvlyYkJKjVanUai8WiNm7caAcAK1euzEtJSUlXq9WpZ8+eFZ8/f15I1yUQCIyJiYkZsbGxpZZt7N69u4W3t3dNaWkpq6qqiq1Sqe7bjDItLY3fqlWrOolEYmxMzoEDB1bcvn2b5+Hh4Ttq1Ci3o0ePWgNAdXU1mTx5cps9e/ZkZ2Zmpun1eixbtuwez8Do0aNLf/755xb0+f79+6UxMTGlzfWzpqaG5evrW5OcnKx+/fXXKx9DxQ9FQUEB+9KlS1aBgYE1AJCcnCz69ddfsw4fPnx98uTJrWfOnFmYkpKSfvDgwewpU6Z4AMCcOXNa2djYGDIzM9MyMzPT+vXrp8nJyeEuWLDA5eTJk5lpaWmply5dstqxY0cLuk9hYWGVGRkZaWFhYZVr1651AIC3337bbeLEiUUpKSnpTk5O97mWBAIB9f/+3/+73b9//1K1Wp02adKke77fKVOmuMXExBRnZmamDRs2rHjq1Kn1v2OFhYXchIQE9aFDh65++umnLgBw4MABm6ysLEFycnK62csl+uWXX6wBICcnRzB+/Pji9PT0NJlMVufg4GCoq6sj9O/QvxHG6GFgYGBgYGB44hQUFHDEYvE98Ux+fn5VSqWyjsPhYOjQoSWnT5+2trGxMYaHh2v27Nlje+nSJYFOpyOhoaE1ALB06VJHuVyuDAoK8ikoKOCmpqYKAIDL5VJDhgypAACVSlXTuXNnDZ/Pp0JDQ2vy8vJ4AHDu3DnrESNGlABASEiIViaTVdNyzJw5825lZSV7+/btDuvXr38iIWq9evUqEwqFVKtWrfRSqVR369YtzrFjx8QpKSmigIAAH4VCoTxz5ozNtWvX+ADw7bffSpVKpY9SqVRevXpVkJSUJKDrGjNmzD2T4Xnz5rkqFArl1q1b7b/++usciqJACGkoQqOsXr3aTqFQKJ2cnPyzsrK4tra2xpSUlLR169bdcHBw0I8dO9ZzzZo1dklJSQJXV9daf3//WgAYN25c8ZkzZ8SWdTk7O+tbt25d+8cff1gVFBSwr127JujZs2dlc/1ks9kYN25caWOyPQqEEKq5awkJCdY+Pj7K7t27y6ZPn14QHBysBYDevXuXWVtbUwBw9uxZm+nTp7spFApl//79vSorK9mlpaWs+Ph4m/fff/8OXZeDg4PhzJkzVh07dtQ4OzvruVwuhg0bVnLq1ClrwDT+hg8fXg4AQUFBVTdu3OABwMWLF60nTZpUAgCTJ08uftQ+Xrp0ySo2NrYEAKZOnVqSmJhY7xkbMGBAGZvNRlBQkLa4uJgLAMeOHbOJj4+3USqVSrNHR6BWqwUA0KpVq7ru3btXWdZvZ2env3nzJu9R5XpVePWCbBkYGBgYGBjuYRvwVNeeNIaVlZWxrq7unperDSfq9HlsbOzdxYsXO8lkMu2oUaPuAqbwsVOnTokTEhLUYrHYGBoaKq+pqWEBAIfDoVgsU9UsFgt8Pp8CTBNsg8FAAIBe39IYGo2GVVBQwAOAiooKdlNekUeBloGWQ6/XE4qiSHR0dPH69evzLMuq1WreunXrHBMTE9MdHBwMUVFRHlqttl5XYrH4HnkWLVp0a/z48fcYDkKh0JiWlsZTKpX3rMdRKpW1+fn5vNLSUpZEIjFOnz69ePr06cXe3t4qWjccDgdvvPGG5o033tD4+/vX7Nixwy44OLgaD8GQIUNKv//+e4lCodD26dOnlMVioal+AgCPxzM+iTVdEolEX1xcXF9RUVERRyKR1BvVwcHBlSdOnMhq+JyVlVW9LimKQkJCQjptBFlebzg2mxs/luOPw+FAr9fXP8xisZp+8DEQCAT19dKyURSFGTNm5H/wwQd3LctmZGTwRCLRfWO6traWNHb93wLj6WFgYGBgYGB44jg4OBgMBgOprq6unxBeuXLFSq1W8wwGA/bv3y/t0qWLBgC6detWlZ+fzzt48KDdhAkTSgCgrKyMbWtraxCLxcZLly4JkpKSms0w1pBOnTpV7t69WwIAiYmJgszMzPrwsWnTprkMGTKkeO7cubfHjRvnTl8PCwuTXb9+nfu4fafp3bt3xZEjRyR5eXkcACgsLGRnZmbySktL2UKh0CiVSg25ubmckydP2j6orobMmDEjf8qUKe4lJSUsACgpKWEtX77cXiwWG4cPH353woQJbrTu9Xo9dDodAYCkpCT+lStX+HQ9ly5dErq6utYFBgZq8/LyeCkpKXwAiIuLs6O/H0tGjRpVeuzYMcm+ffukMTExJc31szG533nnHZe4uLgWj9rfiIgIzY4dO6RGo2nO/vXXXzcqX3N07ty5YunSpfXrrc6dOycEgK5du1asXLmy/npRURE7IiKi6vz58+L8/HyOXq/Hvn37pF27dm02PK99+/aVW7ZskQLAli1bGl0/Y2NjY6isrGx0/t2uXbuqrVu3SgDTeqLg4OBm2+vTp0/Fjh077MvLy1kAcP36dS79HTTEaDSiqKiIK5fL7wuJ/LfAGD0MDAwMDAwMT4WIiIjy48eP14foBAYGVs6aNctVJpOp3NzcakePHl1G3xs4cGBpcHBwpYODgwEAoqKiyvV6PZHJZMq5c+c6BwQEVDXSRJN88MEHRcXFxRyZTKZcvHixk1wur5FIJIajR49aX7582WrRokUFU6dOLeFyudTq1avtDAYDbty4wXdwcGg0xdigQYO8HR0d/R0dHf379OnT9mFkCAoK0s6bNy+ve/fuMplMpuzWrZssNzeXGxYWVuPr61vt7e2tGj16tEdQUNAjr3X58MMPiyIiIirat2+v9Pb2VoWHhyvot/irV6/Oc3Jy0ikUCpWPj48yJCREMWzYsLvu7u66iooK9pgxY9p4enqqZDKZUq1WC5cuXXpbJBJRGzduzImOjvaUyWRKFouF2bNnFzVs18HBweDt7V2Tl5fHj4yMrG6un43JnZaWJnR2dn5gKrX333/fndZ3YGCgYubMmXetra2NCoVCKZfLlVVVVaxPP/208FF0tnnz5tyLFy9ayWQypaenp2rdunUOAPD555/nl5WVsenU3z///LPY3d1dN3/+/LzXXntN5uPjo/L3968eNWpUWXP1b9iw4ebmzZtb+vr6+pSXlze6dqZPnz6azMxMIZ3IwPLeV199dXPHjh32MplM+f3339tt2LChWQ/t4MGDK6Kjo0tCQkIUMplMOWjQIM+ysrJG2z1z5oyoXbt2VVzuE7PpXzpIc+47BgYGBgYGhpeTpKSknICAgLsPLvn0OHv2rHDZsmVOP/744/UjR46IV6xY4dhYCBIAREZGes2YMaPwzTfffKS3902h1+tRV1dHRCIRlZqayu/Vq5csOzs7xTJMyJILFy4INm3aZL9169ZbT6J9hsbp3Lmz95kzZ64+bzn+bYwfP771wIEDy57U79eLSlJSkn1AQIBHY/eYNT0MDAwMDAwMT4Xw8PCaCxcuVDS3P8vdu3fZwcHBPj4+PtVPckKm0WhYXbp0ket0OkJRFFatWnWjKYMHMCU7CAkJYQyepwxj8DwffH19a151g+dBMJ4eBgYGBgaGV5AXwdPDwMDA8CxpztPDrOlhYGBgYGBgYGBgYHilYYweBgYGBgYGBgYGBoZXGsboYWBgYGBgYGBgYGB4pWGMHgYGBgYGBgYGBgaGVxrG6GFgYGBgYGB4KlRWVpKQkBB5c9nbXgZCQ0Pl8fHxIstr8fHxonHjxrV+2m1HRUV5uLi4+CkUCqVSqfT5/fff6zdpnT9/vmObNm1U9P4y69atswMAnU6HadOmubi7u/sqFAqlQqFQfvTRR070cx999JGTl5eXSiaTKRUKhfLPP/9sduPXxvr/pJk5c6bz/PnzHZ9UfRkZGTxvb29VY/eGDRvmnpiYKAAAFxcXP5lMppTL5crw8HDvmzdvPvfMxlFRUR7ffPONBLhX1jlz5jhZlmvXrp3iacuyZMkSh9WrVze60erLBmP0MDAwMDAwMDwV1q5daz9gwIBSDue5zyOfOBEREdXbt29vdvPIx4U2FhctWnRLrVanLVq0KO/tt992B4D/+7//c/jzzz9tEhMT069evZp67ty5DDoj7/Tp013y8/O56enpqWq1Ou2///2vWqfTsQDg999/t/r1119bXLlyJS0zMzPtxIkTmW3btq17mv1o2J/nzZ49e24EBQVp6fNTp05lZmRkpLVr1656/vz5rSzLGo1GGAyGZy+kGUtZ16xZc49sly5dUj/NtnU6Hd59993ijRs3PjFj9HnCGD0MDAwMDAwMT4W9e/faDR06tAwAjhw5Ig4ODpb37NnT09PTUxUTE+NmMBiwatUq+wkTJtR7TFasWGE/ceJEVwDo0aOHp0ql8vHy8lItX77cni4jEonaTZ061UWlUvl06tRJduLECVFoaKjc1dXVb9euXbaAaZ+evn37tpXJZMp+/fq19ff3V8THx4syMzN57u7uvvn5+RyDwYCgoCD5gQMHbB61b0eOHBFHRkZ6ASYvRXR0tActw6JFi1rS5TZs2CD18/PzUSgUypiYGHd64j9y5Eg3X19fHy8vL9X777/vTJd3cXHxmz17dqugoCD5tm3bJJZt9u7dW5Obm8sHgFWrVjlt2rTpplQqNQKAnZ2d4d133y3WaDSs7777zmHr1q03RSIRBQASicS4cuXK2wCQl5fHlUqleqFQSAFAq1at9B4eHjoAOHTokNjHx0cpk8mU0dHRHjU1NcSy/aVLlzpMmTLFlT5fs2aN3dixY1s310+RSNRuxowZzv7+/oo//vjD+mF0u2LFCntfX18fuVyufP311z01Gg0LAHJzczk9e/b0lMvlSrlcrvztt9+sAGDBggWO3t7eKm9vb9XChQvrda/X6zF48GAPmUym7N27d1u6nqY8V127dtVcv36dn5GRwWvbtq1q1KhRbiqVSpmdnc375JNPHH19fX1kMpnS8vtat26dHe0pGjhwYBsAyMzM5IWFhclkMpkyLCxMdvXqVR5g8uCMGzeudbt27RSurq5+tDfHaDRizJgxbp6enqquXbt63b17t/4tAS3r22+/7VJbW8tSKBTKAQMGtKF1Sz8/efJkV29vb5VMJlNu2bJFApjGaGhoqLx3795t27RpoxowYEAbo9EIADh9+rQoJCRErlKpfDp37ux948YNLt3etGnTXEJCQuSLFi1yFIvFRldX19oTJ048VU/fs4AxehgYGBgYGF5x3gJahwLyJ3m8BTQb2qXVaklubi5fLpfXexGuXLlitXr16tyMjIzUnJwcflxcnGTChAklx48ft62trSUAsHPnTvvY2NhiANi1a1dOampq+uXLl9M2bdrkWFBQwAaAmpoaVmRkpCY1NTXdysrKMG/ePJfTp09n7tu3L+uzzz5zAYBly5Y5tGjRwpCZmZm2YMGC22lpaVYAIJPJ6qZPn14wfvx4twULFjjK5XLt4MGDKx5Xx1lZWYJTp05lXrhwIX358uXOtbW15OLFi4L9+/dLExIS1Gq1Oo3FYlEbN260A4CVK1fmpaSkpKvV6tSzZ8+Kz58/L6TrEggExsTExIzY2NhSyzZ2797dwtvbu6a0tJRVVVXFVqlUtQ3lSEtL47dq1apOIpEYG5Nz4MCBFbdv3+Z5eHj4jho1yu3o0aPWAFBdXU0mT57cZs+ePdmZmZlper0ey5Ytc7B8dvTo0aU///xzC/p8//790piYmNLm+llTU8Py9fWtSU5OVr/++uuVD6PLkSNHlqakpKRnZGSkyeXymjVr1tgDwJQpU9y6dOmiycjISEtNTU1r37699vTp06LvvvvOLjExMT0hISE9Li7O4ezZs0IAyMnJEUyZMqUoMzMzTSwWGxv2pyE//fRTC6VSWUM/O378+OL09PS0lJQUQVZWliA5OTk9PT097fLly6JffvnFOiEhQbB8+fJWtKdo06ZNN2k5Y2JiijMzM9OGDRtWPHXq1PrflcLCQm5CQoL60KFDVz/99FMXANixY0eLrKwsfkZGRur27dtvXLx48T7jcMOGDXl8Pt+oVqvTfvrpp+uW9+Li4lpcuXJFmJ6envrHH39kzp8/35U2YtLT04Xr16/PzcrKSr158yb/t99+s66trSXvvfee26FDh7JTU1PTx44de3f27NkudH1lZWXsCxcuZPznP/8pBID27dtXnTx5Uvww392LzKvnb2ZgYGBgYGB47hQUFHDEYvE98Ux+fn5VSqWyDgCGDh1acvr0aevx48eXhoeHa/bs2WPr5+en1el0JDQ0tAYAli5d6nj06NEW5vq4qampAicnpyoul0sNGTKkAgBUKlUNn8838vl8KjQ0tCYvL48HAOfOnbOePn36HQAICQnRymSyalqOmTNn3j1w4IBk+/btDsnJyWlPor+9evUqEwqFlFAo1EulUt2tW7c4x44dE6ekpIgCAgJ8AECr1bJatmypB4Bvv/1Wun37dnu9Xk+Kioq4SUlJgg4dOtQAwJgxY+4xdubNm+e6dOnSVlKpVPf111/nUBQFQsj9QjTC6tWr7b766ivHsrIyzpkzZ9K9vLx0KSkpaceOHRP/8ccf4rFjx3rOnz//VkhISLWrq2utv79/LQCMGzeueP369S0B3KHrcnZ21rdu3br2jz/+sFKpVNpr164JevbsWfnFF184NNVPNpuNcePGlTYqXBMkJiYK58+f76LRaNhVVVXs1157rRwAzp07J96/f/91AOBwOLCzszOcPHnSum/fvmU2NjZGAOjXr1/piRMnxNHR0WVOTk51vXr1qgKA0aNHF69Zs6YlgMKG7b322msyFosFHx+f6pUrV+YVFxezW7VqVde9e/cqADh27JhNfHy8jVKpVAJAdXU1S61WCy5evMjq379/aatWrfQA4OjoaACAS5cuWf3yyy/ZADB16tSS//znP/XesQEDBpSx2WwEBQVpi4uLuQBw6tQp8dChQ0s4HA48PDx0YWFhmkfR1+nTp+ufb926tb5Dhw6VZ86cEdna2hr9/PyqPD09dQCgUqmqs7OzeVKpVH/16lVht27dZIDJU+Tg4KCj6xsxYkSJZf0tW7bUq9VqwaPI9CLCGD0MDAwMDAyvONuAp7r2pDGsrKyMdXV190SUNJyo0+exsbF3Fy9e7CSTybSjRo26C5hCc06dOiVOSEhQi8ViY2hoqLympoYFABwOh2KxTFWzWCzw+XwKME2wDQYDAQB6fUtjaDQaVkFBAQ8AKioq2E15RR4FWgZaDr1eTyiKItHR0cXr16/PsyyrVqt569atc0xMTEx3cHAwREVFeWi12npdicXie+RZtGjRrfHjx99jOAiFQmNaWhqPNiJplEplbX5+Pq+0tJQlkUiM06dPL54+fXqxt7e3itYNh8PBG2+8oXnjjTc0/v7+NTt27LALDg6uxkMwZMiQ0u+//16iUCi0ffr0KWWxWGiqnwDA4/GMj7qmKzY2ts3+/fuzwsLCatasWWN36tSpJr0MzX3PTY23hpw6dSqTNlwAoLi4mC0Sieq/A4qiMGPGjPwPPvjgruVzixYtakkIaVqARhAIBPXlLWV/WCO2MZrTQVPj0svLq+by5cuNrglqOP60Wi1LKBQ+9u/I84YJb2NgYGBgYGB44jg4OBgMBgOprq6un81duXLFSq1W8wwGA/bv3y/t0qWLBgC6detWlZ+fzzt48KDdhAkTSgBTiI2tra1BLBYbL126JEhKSmo2w1hDOnXqVLl7924JACQmJgoyMzPrw8emTZvmMmTIkOK5c+feHjdunDt9PSwsTHb9+nXu4/adpnfv3hVHjhyR5OXlcQCgsLCQnZmZySstLWULhUKjVCo15Obmck6ePGn7qHXPmDEjf8qUKe4lJSUsACgpKWEtX77cXiwWG4cPH353woQJbrTu9Xo9dDodAYCkpCT+lStX+HQ9ly5dErq6utYFBgZq8/LyeCkpKXwAiIuLs6O/H0tGjRpVeuzYMcm+ffukMTExJc31szG533nnHZe4uLgWzfWturqa5ebmpqutrSW7d++W0tfDw8M1dIiaXq9HSUkJq1u3bpU///xzC41Gw6qoqGD9/PPPksjISA0A5Ofn8+hsd9999520U6dODxVe15A+ffpU7Nixw768vJwFANevX+fm5eVxevfuXfHTTz9J6bDLwsJCNgC0a9euauvWrRIA2LRpkzQ4OLjZdl977TXNvn37pHq9Hjdu3OD+9ddfjRp5HA6HosNAGz6/f/9+qV6vx+3btzn/+9//rLt06VLVVHv+/v7akpISDq2b2tpakpCQ0KQnJzMzk+/r61vTXB9eBhijh4GBgYGBgeGpEBERUX78+PH69QmBgYGVs2bNcpXJZCo3N7fa0aNHl9H3Bg4cWBocHFzp4OBgAICoqKhyvV5PZDKZcu7cuc4BAQFNTuIa44MPPigqLi7myGQy5eLFi53kcnmNRCIxHD161Pry5ctWixYtKpg6dWoJl8ulVq9ebWcwGHDjxg2+g4NDoynGBg0a5O3o6Ojv6Ojo36dPn7YPI0NQUJB23rx5ed27d5fJZDJlt27dZLm5udywsLAaX1/fam9vb9Xo0aM9goKCHnky/uGHHxZFRERUtG/fXunt7a0KDw9X0N6J1atX5zk5OekUCoXKx8dHGRISohg2bNhdd3d3XUVFBXvMmDFtPD09VTKZTKlWq4VLly69LRKJqI0bN+ZER0d50rTWAAEAAElEQVR7ymQyJYvFwuzZs4satuvg4GDw9vauycvL40dGRlY318/G5E5LSxM6OzvrGl7X6/X1Xok5c+bcDg0N9enSpYvM29u7PsvaV199dfPUqVNimUym9PX1VV68eFHYuXPn6piYmOL27dv7BAUF+YwePbooPDy8BgDatm2r3bZtm51MJlOWlpZyGuvPwzB48OCK6OjokpCQEIVMJlMOGjTIs6ysjB0cHKydNWtWfpcuXRRyuVz59ttvt6bl3LFjh71MJlN+//33dhs2bGjW0zp69Oiytm3b1srlctWECRPcQkNDGw1vGzlyZJGPj099IgPL51UqVY2Pj4+qa9eusv/85z+33NzcmkyVJxAIqN27d2fPmTPH9f+zd+dhTR374/jfWYAkEJAAskOQ5GQjBASjCFhR8ULdcEFZ3EEUrwsqVW/xa1tcqlVsi0v1Y61e3EBxaaUVl7prXVD2ECJUFBFQCEsgJGT7/cE9/FCB2ltprXdez+PzwFnmzMwZfM6c98wcDofDFwgE/KtXr/a4yMS9e/fMxo0b97uG3L2LCL2FxBAEQRAE+XvKz8+vEIlEdb99ZN+5efMmdcuWLXanT59+lJWVRU9JSbG9fPlyWXfHBgUFsRISEmonTJjwVh6utFottLe3E2g0mqG4uNhk9OjRWHl5eVHX4UVd3bt3j7Jnzx7rb7/99unbuD7SvYCAAPaNGzcevro9ODjYPTY2tm7atGlNf0W+kO51/Rv+q/PyJvLz861FIhGzu31oTg+CIAiCIH3C39+/7d69e829fZ+lrq6O5Ovry+PxeMq31eEB6Ji3ExgYyNFoNASDwQBffvnl4546PAAdix0MGjQIdXj6WHcdHgzD+G5ubupJkyahDs875vnz50abN29+ba7W3xGK9CAIgiDIe+hdiPQgCIL8mXqL9KA5PQiCIAiCIAiCvNdQpwdBEARBEARBkPca6vQgCIIgCIIgCPJeQ50eBEEQBEEQBEHea6jTgyAIgiBIn2hpaSEMGjSI09vqbX8HYrGYc+3aNVrXbdeuXaPNnj3bua+vPXnyZKajo6OQy+Xy+Xw+D/+gJADA2rVrbd3c3ARsNlvA4XD4O3bssAIA0Gg0sGjRIkdXV1cPLpfL53K5/FWrVtnh561atcqOxWIJMAzjc7lc/qVLl3r98Gt35Ue6V1paasxmswUAL7eRrKws+oULFzrr+YsvvrDB71dfmTx5MnP//v2WAABjx44d0PWjtP+L0JLVCIIgCIL0ie3bt1uPHz++gUx+/x43hg0bphw2bJiyL6+BdxbXr1//dM6cOQ0nT540X7hwoatMJpN88cUXNpcuXTK/f/9+CYPB0NfX15OOHDnSDwBg6dKljrW1tUYlJSXFNBrN0NDQQFy3bp0dAMDFixdNz50716+wsFBCpVIN1dXVZLVaTejLcnQtz5/dFjQaDRgZdfud1D7XtY1cunSJbmZmpgsODm4F6Pi47J+Zl/j4+OcbNmywS09Pf/xnXvddgiI9CIIgCIL0iWPHjllNnTq1EaDjTbevry8nODjY3d3dXRAVFeWi0+ngyy+/tI6JiemMmKSkpFjHxsY6AQCMGjXKXSAQ8FgslmDr1q3W+DE0Gs07Pj7eUSAQ8IYOHYpdvnyZJhaLOU5OTsLDhw9bAHR8p+fDDz8cgGEYf8yYMQM8PT25165do8lkMmNXV1eP6upqsk6nAx8fH87JkyfNf2/ZsrKy6EFBQSwAgOXLlzuEh4cz8TysX7++P37crl27GEKhkMflcvlRUVGueEcmOjraxcPDg8disQTLli1zwI93dHQUJiYm2vv4+HC+++47y67XDAkJUVRWVpoAAHz55Zd2e/bsecJgMPQAAFZWVrrFixfXKxQK4pEjR2y+/fbbJzQazQAAYGlpqd+2bdszAICqqiojBoOhpVKpBgAAe3t7LZPJ1AAAfP/993Qej8fHMIwfHh7ObGtre6kztHnzZpsFCxY44b+npqZazZo1y7m3ctJoNO+EhAQHT09P7s8//2zWU312jUrg5+H1LBaLOSEhIQPc3NwE48ePd9Pr9Z11FR8f7ygUCnlCoZBXVFRkgqcVGxvrNHjwYGzhwoVOxcXFJoGBgWyBQMDz8fHh5ObmUgAAKisrycHBwe4cDofP4XD4eCTm008/tWWz2QI2my1ITk7uD9ARwRkwYIAgIiLClcViCfz9/dktLS0EAIDr16/TOBwO38vLi7tt27bOe4+3kdLSUuO0tDSb3bt323K5XH52drbZ8uXLHdauXWsLAHDr1i2qSCTiYhjGDw4Odn/x4gUJoCPChpePyWR6ZGdnmwF0dB7nz5/v5OHhwcMwjL9lyxZrAAC9Xg8zZ850cXd3FwwfPpxVV1fX2cMMCQlpuX79urlGo+npFrz3UKcHQRAEQd5zcwGcxQCct/lvLkCvQ7tUKhWhsrLShMPhtOPbCgsLTb/++uvK0tLS4oqKCpO0tDTLmJgY+fnz5y3waMOhQ4es4+Li6gEADh8+XFFcXFySl5cn2bNnj21NTQ0JAKCtrY0YFBSkKC4uLjE1NdWtWbPG8fr167Ljx4+XrVu3zhEAYMuWLTb9+vXTyWQyyaeffvpMIpGYAgBgGNa+dOnSmjlz5rh8+umnthwORzVp0qTmP1rHZWVllKtXr8ru3btXsnXrVge1Wk148OABJTMzk5GTkyOVSqUSIpFo2L17txUAwLZt26qKiopKpFJp8c2bN+l37tyh4mlRKBT9/fv3S+Pi4hq6XiM9Pb0fm81ua2hoILa2tpIEAoH61XxIJBITe3v7dktLS313+QwLC2t+9uyZMZPJ9Jg+fbrLjz/+aAYAoFQqCfPnz3fLyMgol8lkEq1WC1u2bLHpeu6MGTMafvrpp37475mZmYyoqKiG3srZ1tZG9PDwaCsoKJD+4x//aPlv6rakpIS6c+fOyrKysuInT56YXLhwobPzZG5urissLCyZP3/+88WLF3e2yfLycsrNmzdle/fufRobG+u6a9euJ8XFxSVbtmx5Gh8f7wIAsGDBApfAwEBFaWmppLi4WDJw4EDV9evXaUeOHLG6f/9+SU5OTklaWprNzZs3qQAAT548oSxZsuR5WVlZsYWFhS4tLc0SACAmJoa5bdu2J3l5edLu8s/hcNpnzpz5YsGCBbVSqVQSEhLyUj3Mnj3bbePGjU9lMplEIBC0rVq1qrMTrNVqCYWFhSWbN2+uTE5OdgAA+Oqrr6wtLCx0RUVFJfn5+SX//ve/baRSqfHBgwf7lZWVmZSWlhYfOHDg8YMHDzrriUQigaurq+r27dv/s8MUUacHQRAEQZC3rqamhkyn01+azCMUClv5fH47mUyGqVOnyq9fv25mbm6u9/f3V2RkZFjk5uZSNBoNQSwWtwEAbN682ZbD4fB9fHx4NTU1RsXFxRQAACMjI8OUKVOaAQAEAkFbQECAwsTExCAWi9uqqqqMAQBu3bplFhkZKQcAGDRokArDsM6haMuXL69raWkhHThwwGbnzp2Vb6O8o0ePbqRSqQZ7e3stg8HQPH36lJydnU0vKiqiiUQiHpfL5d+4ccP8119/NQEA+Pe//83g8/k8Pp/Pf/jwISU/P5+CpzVz5syXOjtr1qxx4nK5/G+//dZ63759FQaDAQiENxuR9vXXX1txuVy+nZ2dZ1lZmZGFhYW+qKhIsmPHjsc2NjbaWbNmuaemplrl5+dTnJyc1J6enmoAgNmzZ9ffuHGD3jUtBwcHrbOzs/rnn382rampIf3666+U4ODglt7KSSKRYPbs2Q3d5e1NCYXCVnd3dw2JRAKBQKAsLy83xvfNmjVLDgAwb948eW5ubudD/qRJkxrIZDI0NTURc3NzzcLDw925XC5/4cKFrs+fPzcCALh16xb9o48+egEAQCaTwcrKSnflyhWzDz/8sNHc3FxvYWGhHzNmTMPly5fpAACOjo7qoUOHtgEAeHt7KysqKkzq6+tJCoWCNGbMmBYAgLlz59b/nrK9ev68efPqb9++3VmO8PDwBgCAoUOHtj59+tQYAODixYvmx44ds+JyuXxvb29eQ0MDWSKRUK5evUqfOnWqnEwmA5PJ1Pj5+Sm6Xsva2lpbWVn514z1ewe8f4NsEQRBEAR5yXcAb+XB/vcwNTXVt7e3v/Ry9dUHdfz3uLi4ug0bNthhGKaaPn16HUDH0KCrV6/Sc3JypHQ6XS8WizltbW1EAAAymWwgEjuSJhKJYGJiYgDoeMDW6XQEAACDwdBj3hQKBbGmpsYYAKC5uZnUU1Tk98DzgOdDq9USDAYDITw8vH7nzp1VXY+VSqXGO3bssL1//36JjY2NbvLkyUyVStVZV3Q6/aX84HN6um6jUql6iURizOfz27tu5/P56urqauOGhgaipaWlfunSpfVLly6tZ7PZArxuyGQyjB07VjF27FiFp6dn28GDB618fX3faH7SlClTGo4ePWrJ5XJVoaGhDUQiEXoqJwCAsbGx/k3m8ZDJZINOpwOAjmFaGo2ms7F0V7f473g7AAAgEAidx5mZmekBAHQ6HdDpdK1UKpW8Sfl6azfGxsZd82Foa2sj/p4O6H+DQqEYADruWZe2TUhJSXkyefLklyKUWVlZFr3lRa1WE2k02h9u639XKNKDIAiCIMhbZ2Njo9PpdASlUtn5FFZYWGgqlUqNdTodZGZmMgIDAxUAACNGjGitrq42PnXqlFVMTIwcAKCxsZFkYWGho9Pp+tzcXEp+fn6vK4y9aujQoS3p6emWAAD379+nyGSyzuFjixYtcpwyZUr9xx9//Gz27Nmu+HY/Pz/s0aNHb+1NeEhISHNWVpZlVVUVGQCgtraWJJPJjBsaGkhUKlXPYDB0lZWV5CtXrlj83rQTEhKqFyxY4CqXy4kAAHK5nLh161ZrOp2uj4iIqIuJiXHB616r1XZ2IvLz8026ruKVm5tLdXJyavfy8lJVVVUZ4/Ni0tLSrPD709X06dMbsrOzLY8fP86IioqS91bO7vL9z3/+0zEtLa3fq9tdXV3b79+/TwMAOHz4cL+uHZvepKWlMQAA9u3bZ+nt7d366n4Gg6F3cnJqx+dH6fV6+OWXX6gAAP7+/gp8CJ9WqwW5XE4cMWJEy08//dRPoVAQm5ubiT/99JNlUFDQa/WAs7a21pmZmenOnTtnBgBw4MABRnfH0el0nUKhIL263crKSmdubq7D5+vs27fPys/Pr9dhgMHBwU3ffPONDT4ktKCgwKS5uZn4wQcfKI4fP87QarXw+PFjo9u3b78UqXv06JGJt7e3qre032eo04MgCIIgSJ8YNmxY0/nz5zuH6nh5ebWsWLHCCcMwgYuLi3rGjBmN+L6wsLAGX1/fFhsbGx0AwOTJk5u0Wi0BwzD+xx9/7CASiV57oO3NRx999KK+vp6MYRh/w4YNdhwOp83S0lL3448/muXl5ZmuX7++Jj4+Xm5kZGT4+uuvrXQ6HTx+/NjExsam2/W1J06cyLa1tfW0tbX1DA0NHfAmefDx8VGtWbOmauTIkRiGYfwRI0ZglZWVRn5+fm0eHh5KNpstmDFjBtPHx+d3z3VZuXLli2HDhjUPHDiQz2azBf7+/lz8Lf7XX39dZWdnp+FyuQIej8cfNGgQd9q0aXWurq6a5uZm0syZM93c3d0FGIbxpVIpdfPmzc9oNJph9+7dFeHh4e4YhvGJRCIkJia+tsKYjY2Njs1mt1VVVZkEBQUpeytnd/mWSCRUBweH12bTL168+MWtW7foQqGQd/v2bVMqlfpGEQm1Wk3w9PTk7tq1yzY1NbXbiObRo0d/3b9/vzWHw+Gz2WzBiRMn+gEAfPPNN0+uXr1KxzCM7+HhwX/w4AE1ICBAGRUVVT9w4ECej48Pb8aMGS/8/f3besvDvn37KpYsWeLi5eXFxReIeNXkyZMbf/zxx374QgZd9+3fv//RqlWrnDAM4xcUFFA3bdr0rLfrLVu2rI7L5aqEQiGPzWYL5s2b56rRaAgzZsxoHDBggJrD4QhiYmJcxGJxZ2etsrKSbGJiYnB1df2fXcmA0FsYD0EQBEGQv6f8/PwKkUhU91fm4ebNm9QtW7bYnT59+lFWVhY9JSXF9vLly2XdHRsUFMRKSEionTBhQo9v1X8PrVYL7e3tBBqNZiguLjYZPXo0Vl5eXoQPF3rVvXv3KHv27LH+9ttvn76N6yPdCwgIYN+4cePh20jL0dFRmJOTU2Jvb//3/hDUn+Czzz7rb25url+2bNlf+n9CX8vPz7cWiUTM7vahOT0IgiAIgvQJf3//tnv37jX39nHSuro6kq+vL4/H4ynfVocHoGPeTmBgIEej0RAMBgN8+eWXj3vq8AB0LHYwaNAg1OHpY2+rw4P8Pv369dMtXLjwdy2y8L5BkR4EQRAEeQ+9C5EeBEGQP1NvkR40pwdBEARBEARBkPca6vQgCIIgCIIgCPJeQ50eBEEQBEEQBEHea6jTgyAIgiAIgiDIew11ehAEQRAE6RMtLS2EQYMGcXpbve3vavLkycz9+/dbdt1WUVFhFBIS8kbf8PmjduzYYcVmswUsFkvg7u4uWLt2rS2+79NPP7V1c3MTYBjG53A4/NjYWCf8Q5ZfffWVFYZhfAzD+Gw2W3Do0KF+AAA///yzqaenJ5fL5fIHDBggWL58uUNv109NTbWaOXOmS1+WsbS01JjNZgveZppisZhz7do12qvbDx8+bPHxxx/bAQAsX77coX///p5cLpfPZrMFhw8f/t0fj33bsrKy6EFBQSyAl/N68ODBfvfv36fgxyUkJDicPn2a3lM6b8OzZ8/IgYGB7L68Rl9AS1YjCIIgCNIntm/fbj1+/PgGMvndeNzQaDRgZNTtNzPfCiaTqcnOzv61zy4AHWU4deqU+a5du/pfuHBBxmQyNUqlkvDNN99YAQB88cUXNj///LP5vXv3pNbW1jqVSkVITk62bW1tJTx9+pSckpJin5eXV2JlZaVramoiVldXkwEAYmJi3I4ePVru5+fXptVqIT8/n9J7Tt5eefrynryp6OjoJgBown9fsGBBbXJycu2DBw8oI0eO5EREROSTSKTO4//KfHfN6+nTp/tptdomHx8fFQDAV1991euHTf8ojUYDDg4OWltbW8358+dNR48e/bs+GvxXQpEeBEEQBEH6xLFjx6ymTp3aCNDxptrX15cTHBzs7u7uLoiKinLR6XTw5ZdfWsfExDjj56SkpFjHxsY6NTc3E4cPH87icDh8Npst2Lt3ryVAxwcp4+PjHYVCIU8oFPKKiopMAACOHDli4enpyeXxePyhQ4dilZWVZICOt/aRkZGu/v7+7EmTJrnl5ORQhEIhj8vl8jEM4xcWFpoAAOzatYuBb4+KinL9b6JTXSMTqampVqNHj3YPDAxku7q6eixYsMAJP+7kyZPmXl5eXD6fzwsNDR3Q1NREBABITEy09/Dw4LHZbEFkZKSrXq8HgI7oxKJFixwHDRrEWb9+ve0XX3xhv2nTpqdMJlMDAECj0QwrVqyoAwDYtm2b/d69ex9bW1vrAAAoFIph48aNNQwGQ19dXW1kamqqt7Cw0AEAWFhY6LlcbjsAgFwuJ7u4uGgAAMhkMuAP0bW1taRRo0a5YxjGF4lE3Dt37lC7lrm+vp7k6Ogo1Ol0ANDxfSQ7OztPtVpNKC4uNgkMDGQLBAKej48PJzc3lwLQESWLjY11Gjx4MLZw4UIneAOlpaXGPj4+HD6fz+Pz+bwLFy6Y4vvWrFlji0e1Fi5c6AgAcOvWLapIJOJiGMYPDg52f/HiRWeP5cCBA1be3t5cNpstuHz5Mg2/X91FrgYOHKgikUhQU1NDfvU+XL9+nTZo0CCOQCDgBQQEsB8/fmwEAFBUVGQydOhQjMPh8Pl8Pq+4uNhEr9fD/PnzndhstgDDMD7enrOysuhisZgTEhIywM3NTTB+/Hg3/L5nZmaau7m5CXx8fDiZmZn98Dzheb1w4YLpxYsX+61Zs8aJy+Xyi4uLTbpGIL///ns6j8fjYxjGDw8PZ7a1tREAOv6Gli1b5sDn83kYhvHx+9Lc3EwMDw9nenh48Hg8Hh+PAqamplqFhoYOGDFiBCswMBADAAgLC2tMS0uzepN79654N169IAiCIAjSd27PdYbGoteG9Pwh/TyUMOS7yp52q1QqQmVlpQmHw2nHtxUWFprm5uYWYRjWPmzYMHZaWpplTEyMXCAQ8NVq9VMTExPDoUOHrPfs2fP45MmT5nZ2dporV66UAXQ8XOPpmJub6woLC0t27NhhtXjxYufLly+XBQcHt0REREiJRCJs27bNOjk52W7v3r1PAQAKCgpod+7ckZqZmRlmzZrlvHDhwtr4+Hi5SqUiaLVaePDgASUzM5ORk5MjNTExMUyfPt1l9+7dVosWLfpDH3OUSCS0/Px8CZVK1bNYLI/ExMRaU1NTw8aNG+2vXbsmMzc31yclJdmtW7fOduvWrdUfffTR861bt1YDAISFhbmlp6dbREVFNQEANDY2ku7du1cKAPDVV1/Z+/v7K1+9XkNDA1GpVBLxjsyrhgwZorS2ttY4OzsL/f39FZMmTWrA04+Li6vl8XgegwcPVowePbrpn//8Zz2NRjOsXLnSQSQSKS9evFj+ww8/0GfNmuUmlUoleJpWVlY6Lper/Omnn+jjxo1TpKenW3zwwQdNJiYmhtjYWNf/+7//eywUCtWXLl0yjY+Pd7l9+7YMAKC8vJxy8+ZN2ZtGAR0cHLTXr1+X0Wg0Q2FhoUlkZOSAoqKikmPHjpn/+OOPlvfv35fS6XR9bW0tCQBg9uzZbl9++eWTMWPGtCQkJDisWrXK4bvvOtqrUqkk5ubmSs+ePWsWFxfn9vDhw+Kernvp0iVTIpFosLe313a9D2q1mjBkyBDOjz/+WObg4KDdu3evZWJiouPx48croqKi3BITE2tmzpzZqFQqCTqdjpCWltavsLCQWlJSUlxdXU0Wi8W80aNHtwAAlJSUUPPy8n5lMpkaHx8f7oULF8wCAwNbFy1axLxw4UKpQCBQjx079rVhk8HBwa2jRo1qHDt2bNOcOXMauu5TKpWE+fPnu50/f77U09NTPXHiROaWLVts1q5d+xwAwNraWiuRSEo2bdpks2nTJtuMjIzHH3/8sX1QUFDz8ePHK/CPBo8fP74ZAODBgwdmBQUFxba2tjoAAH9//9bk5OReh0C+a1CnB0EQBEGQt66mpoZMp9NfCpcIhcJWPp/fDgAwdepU+fXr183mzJnT4O/vr8jIyLAQCoUqjUZDEIvFbRQKRZ+UlOQcHx/vOGHChKaQkJAWPJ1Zs2bJAQDmzZsnX7NmjTMAwKNHj4zDwsKcXrx4YdTe3k50dnZW48eHhIQ0mpmZGQAA/Pz8Wrdu3Wr/9OlT44iIiAahUKjOzs6mFxUV0UQiEQ8AQKVSEfv37/+HJyIFBAQ0W1lZ6QAAWCyWqry83EQul5PKy8spYrGYCwCg0WgIPj4+LQAAZ8+epW/bts1OpVIRGxsbyXw+vw3+M4wpMjJS/lvXMxgMQCAQOn8/ceKEeVJSkpNCoSAdOHDg1+Dg4NZr1649vHr1Ku38+fPmq1evds7JyTHdtm3bs61bt1bPmTNHnpWVZX7s2DGr48ePW929e7f07t279BMnTpQBAIwfP14RFxdH7toBBQAIDw9vOHr0qOW4ceMUx44dYyxcuPBFU1MTMTc31yw8PNwdP669vb0zc5MmTfpdwx7b29sJMTExrhKJhEokEuHx48cmAAAXLlwwnz59eh2dTtcDANja2urq6+tJCoWCNGbMmBYAgHnz5tWHh4d3dhqioqLkAAChoaEtLS0txLq6OtKr19u9e7ftsWPHrExNTXVpaWm/Eokdg6Pw+1BQUGDy8OFD6ogRIzAAAL1eDzY2NpqGhgZibW2t8cyZMxsBOqJwAGC4fv06ferUqXIymQzOzs7awYMHt9y4cYNmYWGhFwqFre7u7hoAAIFAoCwvLzem0+k6JycntVAoVAMAREdH13/77bc2b1pf+fn5FCcnJ7Wnp6caAGD27Nn1O3fu7A8Az/9TBw0AAGKxWPnDDz9YAgBcuXLF/Ny5c/1SU1PtAADUajWhrKzMGAAgMDCwGe/wAHR0Qp8/f278pvl5F6BOD4IgCIK873qJyPQVU1NTfXt7+0vD6Ls+kHf9PS4urm7Dhg12GIappk+fXgcA4OnpqX7w4IHkxIkTFklJSY4XL15sxqMg+APof9IwAAAsWrTIZenSpTXR0dFNWVlZ9K5voU1NTfX4zwsWLJAHBga2njp1yiI0NBTbtWtXhcFgIISHh9fv3Lmz6m3WgbGxsQH/mUQiGTQaDcFgMEBAQEDzmTNnHnU9VqlUElasWOF6584dCYvF0ixfvtxBpVJ1FhR/qAcAYLFYbTdv3qSNHz9e0TUNBoOhp1KpeqlUaszlctsnT57cPHnyZElQUBBLrVYTATrqLigoSBkUFKQMDQ1tjo2NZW7btu0ZAIBAIFALBIIXy5cvf2FlZeVVU1NDMhgM8Cq8znGRkZGNycnJjrW1taSioiLauHHjmpubm4l0Ol3bNSrUlZmZmb677T3ZsGGDbf/+/TUnTpx4pNfrgUql+gC83tF7Ez21w67wOT2vbsfvg8FgILBYrLa8vDxp1/1yubzbqSPd1SPOxMSkazsBrVZL6Clfb6q36wF0DHsEACCTyQb8egaDATIzM8tEIpG667E3btwwpdFoL90vpVJJMDEx+V338K+G5vQgCIIgCPLW2djY6HQ6HUGpVHY+uRUWFppKpVJjnU4HmZmZjMDAQAUAwIgRI1qrq6uNT506ZRUTEyMH6FgJjU6n6xcuXChPSEiozcvL6xyel5aWxgAA2Ldvn6W3t3crAIBCoSDhc1IOHDjQ41wDiURizOPx1GvWrHk+evToxry8PGpISEhzVlaWZVVVFRmgYx6LTCYzBgCYOHEiE5/38TYMHz68NScnxwyfi6RQKIgFBQUmSqWSCABgZ2enbWpqIp45c8aypzRWrlxZ8/HHHzs9efKEDADQ1tZGWL9+fX8AgISEhOp58+a54tELvV4PeIenoqLC6MaNG51lycnJoTk6OrYDAKSnp1vgc0kKCwspJBLJYG1trRsyZIhi//79VgAd808sLS21DAbjpYddCwsLvUgkap0/f77LyJEjm8hkMjAYDL2Tk1P7d999Z4nn45dffnlpPhDu8uXLtIkTJzJ7q7empiaSvb29hkQiwa5du6zwOUQhISHNBw8etFYoFESAjntnZWWlMzc312VnZ5sBAOzbt8/Kz8+vM1J49OhRSwCAc+fOmdHpdB0ejfs9PD09VXK5nHzx4kVTgI6oSE5ODoXBYOjt7OzaDx482A+g494oFAriBx98oMjMzGRotVp49uwZ+e7du2aBgYE9LgLg5eWlevr0qXFxcbEJAEB6ejqju+PMzMx0zc3Nrz3Pe3l5qaqqqozxdpaWlmaF/731JCgoqDklJcUWbwc3b97s9n4BABQVFVEwDGvrLb13DYr0IAiCIAjSJ4YNG9Z0/vx5s7CwMAUAgJeXV8uKFSucpFIpdfDgwYoZM2Y04seGhYU1FBQU0GxsbHQAAPfv36f+61//ciISiUAmkw27du16jB+rVqsJnp6eXL1eT0hPT/8VACApKelZZGSku62tbbuvr2/rkydPTLrL08GDBxnHjx+3IpPJBhsbG83nn3/+zNbWVrdmzZqqkSNHYnq9HoyMjAypqalPMAxrLykpoTk7O2u6S2vZsmWuq1evdgYAsLe3b8/IyPjNldscHBy0e/bsqYiIiBiAD/f65JNPqjw9PZuio6Nf8Pl8gZOTU7tIJOrxgXjatGlNNTU15JEjR3LwSEd0dHQdAMDKlStfKJVKoq+vL8/Y2FhvamqqF4vFLX5+fsr6+npSYmKiU21trZGJiYmBwWBo9u7d+wQA4NChQ1arV692plAoejKZbPj2228fkclk2Lx587OoqCgmhmF8KpWqP3DgwKPu8jR16tSGuXPnDsjKyirFtx09evTXefPmuW7evNleq9USJk6cKPfz83vtQbmiosKESqW+FprQaDQEY2NjPQBAQkLC88mTJ7ufPn3aMiAgQEGlUvUAAFOmTGl+8OABzcvLi2dkZGQYNWpU044dO6r279//KD4+3nXJkiVEFxcX9dGjRyvwdC0tLXXe3t7clpYW0v/93/91W57fQqFQDOnp6eVLlixxUSgUJJ1OR4iPj6/19fVVHTp06NG8efNc161b52BkZGQ4fvx4+YwZMxpv3bplxuPxBAQCwfDZZ589dXFx0RYUFHSbPo1GM2zfvv3x2LFjWQwGQzt48OCWkpKS1zoh0dHR8vj4eObu3bttMzMzy7uev3v37orw8HB3nU4HIpFImZiY+KK3Mm3atOlZXFycC5fL5RsMBoKTk5P68uXLZd0de+HCBXpISEhTd/veVYTfCn8hCIIgCPL3k5+fXyESier+yjzcvHmTumXLFrvTp08/ysrKoqekpNj29BAVFBTESkhIqJ0wYUKvb6MdHR2FOTk5JfjE8r4kl8uJ0dHRzLNnz/bpMtT/6+bPn+80d+7c+sGDB7/UITp06FC/I0eOMH766SdU/+8YX19fztmzZ8vwlxTvivz8fGuRSMTsbh+K9CAIgiAI0if8/f3b7t2719zb8s/4KlE8Hk/5Wx2ePxuDwdCjDk/f27Nnz9NXtyUkJDicPXu233ffffdfRWKQvvPs2TPy0qVLa9+1Ds9vQZEeBEEQBHkPvQuRHgRBkD9Tb5EetJABgiAIgiAIgiDvNdTpQRAEQRAEQRDkvYY6PQiCIAiCIAiCvNdQpwdBEARBEARBkPca6vQgCIIgCNInWlpaCIMGDeL0tnrb39XkyZOZ+/fvf+kDohUVFUYhISED/ozr79ixw4rNZgtYLJbA3d1dsHbtWlt836effmrr5uYmwDCMz+Fw+LGxsU5qtZoAAPDVV19ZYRjGxzCMz2azBYcOHeoHAPDzzz+benp6crlcLn/AgAGC5cuXO/R2/dTUVKuZM2e69Gkh3yNisZhz7do1GgDABx98wKqrqyPV1dWRNm3aZIMf82e0n6ysLHpQUBALAODo0aMWy5Yt6/U+v09QpwdBEARBkD6xfft26/HjxzeQye/GFzI0mm6/MfrWMJlMTXZ2dp8uca3RaODYsWPmu3bt6n/hwgVZWVlZcWFhocTCwkIHAPDFF1/Y/Pzzz+b37t2TymQySX5+fkn//v21ra2thPLycqOUlBT7X375pVQmk0lycnJKfH19lQAAMTExbnv27HkslUolMpmsODo6Wt6X5ehanj/bX90Jv3r1apm1tbWuvr6etG/fvv749j+j/XQ1bdq0puzs7H4KheJ/oj/wP1FIBEEQBEH+fMeOHbOaOnVqI0DHG2ZfX19OcHCwu7u7uyAqKspFp9PBl19+aR0TE+OMn5OSkmIdGxvr1NzcTBw+fDiLw+Hw2Wy2YO/evZYAHR8njY+PdxQKhTyhUMgrKioyAQA4cuSIhaenJ5fH4/GHDh2KVVZWkgEAli9f7hAZGenq7+/PnjRpkltOTg5FKBTyuFwuH8MwfmFhoQkAwK5duxj49qioKNf/5sG4tLTUmM1mCwA6IiGjR492DwwMZLu6unosWLDACT/u5MmT5l5eXlw+n88LDQ0d0NTURAQASExMtPfw8OCx2WxBZGSkq16vB4COKMGiRYscBw0axFm/fr3tF198Yb9p06anTCZTAwBAo9EMK1asqAMA2LZtm/3evXsfW1tb6wAAKBSKYePGjTUMBkNfXV1tZGpqqsc7SBYWFnoul9sOACCXy8kuLi4aAAAymQw+Pj4qAIDa2lrSqFGj3DEM44tEIu6dO3eoXctcX19PcnR0FOp0HZ9sUSgURDs7O0+1Wk0oLi42CQwMZAsEAp6Pjw8nNzeXAtARJYuNjXUaPHgwtnDhQifoQdeoBADAzJkzXVJTU63wdrBs2TIHPp/PwzCMj6e9fPlyh7CwMLchQ4Zgrq6uHikpKdZ4WoMHD8bGjRvnxuFwBFqtFubPn+/k4eHBwzCMv2XLFmv8OmvWrLHFo2QLFy50BAC4desWVSQScTEM4wcHB7u/ePGChN8bvD0ymUyP7OxsM4COKOfYsWMHYBjGHzNmzACVSkXA03d0dBRWV1eTV6xY4VRZWWnC5XL58+fPd+rafpRKJWHKlClMDMP4PB6Pf+bMGfp/264yMzPN3dzcBD4+PpzMzMx++PFEIhGGDh2qyMjIsOjpHrxP3o1XLwiCIAiC9J3bc52hsYj2VtPs56GEId9V9rRbpVIRKisrTTgcTju+rbCw0DQ3N7cIw7D2YcOGsdPS0ixjYmLkAoGAr1arn5qYmBgOHTpkvWfPnscnT540t7Oz01y5cqUMoOPhGk/H3NxcV1hYWLJjxw6rxYsXO1++fLksODi4JSIiQkokEmHbtm3WycnJdnv37n0KAFBQUEC7c+eO1MzMzDBr1iznhQsX1sbHx8tVKhVBq9XCgwcPKJmZmYycnBypiYmJYfr06S67d++2WrRoUf0fqSKJRELLz8+XUKlUPYvF8khMTKw1NTU1bNy40f7atWsyc3NzfVJSkt26detst27dWv3RRx8937p1azUAQFhYmFt6erpFVFRUEwBAY2Mj6d69e6UAAF999ZW9v7+/8tXrNTQ0EJVKJRHvyLxqyJAhSmtra42zs7PQ399fMWnSpAY8/bi4uFoej+cxePBgxejRo5v++c9/1tNoNMPKlSsdRCKR8uLFi+U//PADfdasWW5SqVSCp2llZaXjcrnKn376iT5u3DhFenq6xQcffNBkYmJiiI2Ndf2///u/x0KhUH3p0iXT+Ph4l9u3b8sAAMrLyyk3b96U/ZEooLW1tVYikZRs2rTJZtOmTbYZGRmPAQBKSkqo9+/fL1EoFCRvb2/+5MmTmwAACgoKTHNzc4u5XG771q1brS0sLHRFRUUlbW1thEGDBnHHjRvXXFBQQPnxxx8t79+/L6XT6fra2loSAMDs2bPdvvzyyydjxoxpSUhIcFi1apXDd991tH+tVksoLCwsycjIsEhOTnYICQmRbd26tT+VStXLZDLJnTt3qP7+/vxX85+SkvJ07NixVLw+S0tLjfF9mzdv7g8AIJPJJLm5uZQPP/yQXV5eXgTw+9pVcnJyzaJFi5gXLlwoFQgE6rFjx740fM7X17f1+vXrZrGxsQ3/9Y34m0CRHgRBEARB3rqamhoynU5/KVwiFApb+Xx+O5lMhqlTp8qvX79uZm5urvf391dkZGRY5ObmUjQaDUEsFrcNHDiw7fr16+bx8fGO2dnZZlZWVp1ff581a5YcAGDevHny3NxcMwCAR48eGQcGBrIxDOOnpqbaSaXSzohESEhIo5mZmQEAwM/PrzUlJcU+KSnJ7uHDh8ZmZmaG7OxselFREU0kEvG4XC7/xo0b5r/++qvJH62DgICAZisrKx2NRjOwWCxVeXm5yZUrV0zLy8spYrGYy+Vy+enp6VZPnjwxBgA4e/Ys3dPTk4thGP/WrVv0oqKizjJERkb+5nAzg8EABEJnQAFOnDhhzuVy+Y6OjsILFy6YkslkuHbt2sMjR46Us9ls1erVq53xuTtbt26t/uWXX0pGjRrVfOzYMavhw4djAAB3796lx8TE1AMAjB8/XtHY2Eju2gEFAAgPD284evSoJQDAsWPHGBEREQ1NTU3E3Nxcs/DwcHcul8tfuHCh6/Pnz43wcyZNmvSHhz1GRUU1AACIxWJlZWVl5/0KDQ1tNDMzM9jb22v9/Pyar1+/bgoA4Onp2Yp3CC9evGh+7NgxKy6Xy/f29uY1NDSQJRIJ5cKFC+bTp0+vo9PpegAAW1tbXX19PUmhUJDGjBnTAgAwb968+tu3b5t1LT8AwNChQ1ufPn1qDABw48YNsxkzZtQDAAwePLgNw7DXOqm9uXXrltnMmTPrAQC8vb1VDg4O7YWFhRSA39eu8vLyKE5OTmqhUKgmEokQHR39Ukfezs5OW1NTY9xdHt43KNKDIAiCIO+7XiIyfcXU1FTf3t7+0svVrg/kXX+Pi4ur27Bhgx2GYarp06fXAQB4enqqHzx4IDlx4oRFUlKS48WLF5vxKAiRSOyahgEAYNGiRS5Lly6tiY6ObsrKyqInJyd3TtA2NTXV4z8vWLBAHhgY2Hrq1CmL0NBQbNeuXRUGg4EQHh5ev3Pnzqq3WQfGxsYG/GcSiWTQaDQEg8EAAQEBzWfOnHnU9VilUklYsWKF6507dyQsFkuzfPlyB5VK1VlQ/CEcAIDFYrXdvHmTNn78eEXXNBgMhp5KpeqlUqkxl8ttnzx5cvPkyZMlQUFBLLVaTQToqLugoCBlUFCQMjQ0tDk2Npa5bdu2ZwAAAoFALRAIXixfvvyFlZWVV01NDclgMMCr8DrHRUZGNiYnJzvW1taSioqKaOPGjWtubm4m0ul0bdeoUFdmZmb67rZ3ZWRkZMCH+AEA4Isx4CgUigEAgEwmG7Rabee+ntoZjUbrTMxgMBBSUlKeTJ48ubnrsT/99JP5q+f/li75AJ1O12M+fo/u6h33e9rVrVu3qL3lo62tjUChUH7zXrwPUKQHQRAEQZC3zsbGRqfT6QhKpbLziauwsNBUKpUa63Q6yMzMZAQGBioAAEaMGNFaXV1tfOrUKauYmBg5QMdKVnQ6Xb9w4UJ5QkJCbV5eXufwvLS0NAYAwL59+yy9vb1bAQAUCgUJn5Ny4MABq57yJZFIjHk8nnrNmjXPR48e3ZiXl0cNCQlpzsrKsqyqqiIDdMxjkclkxgAAEydOZF6+fPmtDQ0cPnx4a05Ojhk+F0mhUBALCgpMlEolEaDjzXtTUxPxzJkzlj2lsXLlypqPP/7Y6cmTJ2SAjgfX9evX9wcASEhIqJ43b55rXV0dCQBAr9cD3uGpqKgwunHjRmdZcnJyaI6Oju0AAOnp6RZ4B6OwsJBCIpEM1tbWuiFDhij2799vBdAxL8bS0lLLYDBeeki2sLDQi0Si1vnz57uMHDmyiUwmA4PB0Ds5ObV/9913lng+fvnll5fmA+EuX75MmzhxIvPV7e7u7uqysjJqW1sbob6+nnTjxg3zN6njs2fP9lMqlYSamhrS7du36QEBAa2vHhMcHNz0zTff2OAdqYKCApPm5mZiSEhI88GDB63xyf21tbUkKysrnbm5uQ6fr7Nv3z4rPz+/lt7yEBAQ0HLo0CEGAMC9e/coMpnstTZkYWGha21t7fZZvOv5BQUFJtXV1caenp6qnq7XU7vy8vJSPX361Li4uNgEACA9PZ3R9bzS0lKKQCBo660s7wsU6UEQBEEQpE8MGzas6fz582ZhYWEKAAAvL6+WFStWOEmlUurgwYMVM2bMaMSPDQsLaygoKKDZ2NjoAADu379P/de//uVEJBKBTCYbdu3a9Rg/Vq1WEzw9Pbl6vZ6Qnp7+KwBAUlLSs8jISHdbW9t2X1/f1idPnnQ7PO3gwYOM48ePW5HJZIONjY3m888/f2Zra6tbs2ZN1ciRIzG9Xg9GRkaG1NTUJxiGtZeUlNCcnZ27XWJs2bJlrqtXr3YGALC3t2/PyMj4zZW3HBwctHv27KmIiIgY0N7eTgAA+OSTT6o8PT2boqOjX/D5fIGTk1O7SCR67UEdN23atKaamhryyJEjOfiQtujo6DoAgJUrV75QKpVEX19fnrGxsd7U1FQvFotb/Pz8lPX19aTExESn2tpaIxMTEwODwdDs3bv3CQDAoUOHrFavXu1MoVD0ZDLZ8O233z4ik8mwefPmZ1FRUUwMw/hUKlV/4MCBR93laerUqQ1z584dkJWVVYpvO3r06K/z5s1z3bx5s71WqyVMnDhR7ufn99oDdkVFhQmVSn0ttMFisTTjxo1r4PF4Ajc3N5VAIHijIWLe3t6tI0eOZD979sw4MTGxmslkaoqKiihdj1m2bFldRUWFiVAo5BkMBgKDwdD89NNP5VOmTGl+8OABzcvLi2dkZGQYNWpU044dO6r279//KD4+3nXJkiVEFxcX9dGjRyt6y0NiYuLziIgINwzD+AKBQCkUCl+7n3Z2djofH58WNpstGDFiRNPy5cuf4/tWrlz5fMaMGa4YhvFJJBLs2bOnors6wvXSrtTbt29/PHbsWBaDwdAOHjy4paSkpLPzee3aNfrmzZvfaoTzXUXoLXyGIAiCIMjfU35+foVIJKr7K/Nw8+ZN6pYtW+xOnz79KCsri56SkmJ7+fLlsu6ODQoKYiUkJNROmDBB0d1+nKOjozAnJ6fE3t6+z9cdlsvlxOjoaObZs2f/tGWE/xfNnz/fae7cufWDBw/+wxGH5cuXO5iZmemSk5Nr30be3meVlZXkqVOnDvjll19kf3Ve3pb8/HxrkUjE7G4fivQgCIIgCNIn/P392+7du9fc2/LPdXV1JF9fXx6Px1P+Vofnz8ZgMPSow9P39uzZ8/SvzsP/ol9//dU4JSXlT5/v91dBkR4EQRAEeQ+9C5EeBEGQP1NvkR60kAGCIAiCIAiCIO811OlBEARBEARBEOS9hjo9CIIgCIIgCIK811CnB0EQBEEQBEGQ9xrq9CAIgiAI0idaWloIgwYN4vS2etvf1eTJk5n79+9/6QOiFRUVRiEhIQP+jOvv2rWLgWEYn8ViCTgcDn/atGmdHyQVi8Uce3t7If6xUQCAUaNGudNoNG8AgNLSUmMKhTKQy+Xy3d3dBRMnTmTiH+nMysqi0+l0Ly6Xy8f/nT59mg4AsGrVKjsWiyXAMIzP5XL5ly5dMgUAOHr0qAWPx+NzOBy+u7u7YMuWLda95X358uUOa9eute2jqgG8HEFBQay3maajo6Owurr6tZWPv/jiC5sdO3ZYAXS0C0dHRyGXy+Xz+XzexYsXTd9mHv4bqampVjNnznQBeDmvqampVhUVFUb4cdOmTXO9f/8+pad03oa7d+9SJ0+ezOzLa/QELVmNIAiCIEif2L59u/X48eMbyOR343FDo9GAkZHRbx/4X2IymZrs7Ow+XeJao9HA999/b75z507bc+fOPXRzc9NotVrYsWOHVVVVFdna2loHAECn03UXLlww+8c//tFSV1dHev78+UsFd3Z2VkulUolWq4WAgADsu+++s4yPj5cDAPj6+ra8+j2lixcvmp47d65fYWGhhEqlGqqrq8lqtZqgVqsJS5cudf3ll19K3N3dNW1tbQSZTGbcl3XQtS768n6+qZUrV77o+vv69eufzpkzp+HkyZPmCxcudJXJZJKu+7VaLfxVfxNd83ro0CFrLy+vNiaTqQEAyMjIeNzzmX+cRqMBsVjcVl1dbfzw4UNjNpvd3pfXexWK9CAIgiAI0ieOHTtmNXXq1EaAjjfvvr6+nODgYHd3d3dBVFSUi06ngy+//NI6JibGGT8nJSXFOjY21qm5uZk4fPhwFofD4bPZbMHevXstATretsfHxzsKhUKeUCjkFRUVmQAAHDlyxMLT05PL4/H4Q4cOxSorK8kAHVGFyMhIV39/f/akSZPccnJyKEKhkMflcvkYhvELCwtNADoiJ/j2qKgo1/8mOlVaWmrMZrMFAB1v0UePHu0eGBjIdnV19ViwYIETftzJkyfNvby8uHw+nxcaGjqgqamJCACQmJho7+HhwWOz2YLIyEhXPFIjFos5ixYtchw0aBBn/fr1tp9//rn9pk2bnrq5uWkAAMhkMiQkJNSLRCI1fo1JkybJDx8+zAAAOHToUL9x48Y1dpdnMpkMAwcObK2qquq191BVVWXEYDC0VCrVAABgb2+vZTKZmsbGRqJWqyXY2tpqAQCoVKoBz4dMJjP28/PDMAzj+/n5YQ8fPnypM/TgwQOKUCjkda0/DMP4AADXr1+nDRo0iCMQCHgBAQHsx48fG3VXF29yXy5fvkzz9vbm8ng8vre3Nzc/P98EoKPzERcX54RhGB/DMP6GDRv6AwB8//33dB6Px8cwjB8eHs5sa2sj4GklJyfbvtr2eopchYSEKCorK00AOtptYmKivY+PD+e7776z7KkNXL16lebt7c3lcDh8oVDIa2hoICqVSsKUKVOYGIbxeTwe/8yZM3SA3tvY119/bcVkMj0GDRrEuXXrlhm+Hc/r/v37LYuKimgzZ84cwOVy+S0tLQSxWMy5du0aDQBgz549DAzD+Gw2WxAfH++In0+j0bwXL17syOFw+CKRiIv/nT179oz8j3/8w93Dw4Pn4eHBO3/+vCl+va5/fwAAoaGhjf/+979fipL+GVCnB0EQBEHed7fnOkO2mPNW/92e69zbJVUqFaGystKEw+F0vs0tLCw0/frrrytLS0uLKyoqTNLS0ixjYmLk58+ft8CHVx06dMg6Li6u/uTJk+Z2dnaa0tJSycOHD4snTZrUjKdjbm6uKywsLJk/f/7zxYsXOwMABAcHt+Tl5UlLSkokU6ZMkScnJ9vhxxcUFNDOnTtXdubMmUfbt2+3WbhwYa1UKpUUFBSUuLm5tT948ICSmZnJyMnJkUqlUgmRSDTs3r3b6o9Wu0QioZ0+ffrXkpKS4h9++MGyrKzMqLq6mrxx40b7a9euySQSScnAgQOV69atswUA+Oijj54XFRWVPHz4sLitrY2Ynp5ugafV2NhIunfvXulnn31WW1ZWRh06dKiyt2uPHj1acfv2bTOtVgvHjx9nzJw5U97dcUqlknD//n3TcePGddZvTk6OWdfhbcXFxSZhYWHNz549M2YymR7Tp093+fHHH80AAGxtbXXBwcGNLi4unuPGjXP75ptvGDqdDgAAFixY4BIVFVUvk8kk06ZNq4+Pj3+pzQwcOFCl0WgIEonEGAAgLS2NERYW1qBWqwlLlixx+f7778uLi4tLZs2aVZeYmNj54N21Lt7kPohEItXdu3elJSUlkk8++aRq5cqVTgAAKSkpNo8fPzYpLi6WyGQySWxsbL1SqSTMnz/fLSMjo1wmk0m0Wi1s2bLFBk+ru7bXk/T09H5sNrsN/51Coejv379fOm7cOEV3bUClUhGio6Pdv/rqqyelpaWSq1evlpqZmek3b97cHwBAJpNJjhw58mtcXBxTqVQSALpvY48fPzbatGmTw61bt6TXr1+XyWQy6qt5mzNnToOHh4cyLS3tV6lUKjEzM+v8cGdFRYXRp59+6njlyhWZRCIpzs3NNT148GA/AIC2tjain59fS2lpqcTPz69l+/btNgAA8+fPd16+fHltUVFRyalTp8oXLFjAxNPr+vcHADB48ODWW7du0d/k3r1N70a8GUEQBEGQ90pNTQ2ZTqe/FC4RCoWtfD6/HQBg6tSp8uvXr5vNmTOnwd/fX5GRkWEhFApVGo2GIBaL2ygUij4pKck5Pj7eccKECU0hISEteDqzZs2SAwDMmzdPvmbNGmcAgEePHhmHhYU5vXjxwqi9vZ3o7OzcGfUICQlpxB/q/Pz8Wrdu3Wr/9OlT44iIiAahUKjOzs6mFxUV0UQiEQ8AQKVSEfv37/+HJyIFBAQ0W1lZ6QAAWCyWqry83EQul5PKy8spYrGYCwCg0WgIPj4+LQAAZ8+epW/bts1OpVIRGxsbyXw+vw0AmgAAIiMju+203L17lzpz5ky31tZW4tq1a6vmzZvXAABAJpMNYrG45dtvv2WoVCpi184nAEBlZaUJl8vlP3782CQ0NLRh8ODBnQ/n3Q1vAwAoKiqSZGdn03/++Wf6rFmz3NeuXft0yZIl9RkZGY/v3r37/OzZs/TU1FS7ixcvmp84caIiNzfX9OzZs+UAAPHx8fLPPvvM6dU0w8LC5IcOHWJs3Lix5tSpU5YZGRm/FhQUmDx8+JA6YsQIDABAr9eDjY2NBj+np7roiVwuJ02bNs2toqKCQiAQDBqNhgAAcOnSJfMFCxa8wIfI2dra6n755Reqk5OT2tPTUw0AMHv27PqdO3f2B4DnAN23vVetWbPGafPmzfYMBkOzb9++Cnz7zJkzGwAArly5YtpdGygoKKD0799f88EHHygBABgMhh4A4NatW2aLFy9+DgDg7e2tcnBwaC8sLKQAdN/Gnj9/Th4yZIjCwcFBC9AR9ZPJZG88V+fGjRumXc+fNm2a/OrVq2YzZsxoNDIyMkRERDQBAPj4+LRevHjRHADg5s2b5g8fPuzsXLW0tJAaGhqIAC///QF0RAlra2v/9HGJqNODIAiCIO+7Id9V/tmXNDU11be3t780ooRAIEB3v8fFxdVt2LDBDsMw1fTp0+sAADw9PdUPHjyQnDhxwiIpKcnx4sWLzVu3bq0GACASiV3TMAAALFq0yGXp0qU10dHRTVlZWfTk5GSHrnnBf16wYIE8MDCw9dSpUxahoaHYrl27KgwGAyE8PLx+586dVW+zDoyNjTsf9EgkkkGj0RAMBgMEBAQ042+9cUqlkrBixQrXO3fuSFgslmb58uUOKpWqs6B0Or2zDCwWq+3WrVu0cePGKcRicZtUKpXMnDnTpa2t7aX6jo6OlkdGRrI++uijZ6/mDZ/T8/jxY6MPPviAc/jwYYvo6Oim3spDJpNh7NixirFjxyo8PT3bDh48aLVkyZJ6AACxWNwmFovb4uLi5CwWSwgAFW9SRzNmzGgIDw8fEBER0UAgEEAoFKrv3r1LZbFYbXl5edLuzulaF29i1apVjh988IHiwoUL5aWlpcYjRozgAAAYDIbO9oMzGAzdJ/If3bW9V+FzenrKd09t4M6dO9Tu0uwtT921sf/krddy9Ka365HJZANeB2QyGbRaLQE/Jycnp6Rr5wbX9e8PoCNaRKFQftc9fBvQ8DYEQRAEQd46GxsbnU6nI+DDcAA6hrdJpVJjnU4HmZmZjMDAQAUAwIgRI1qrq6uNT506ZRUTEyMH6BhiQ6fT9QsXLpQnJCTU5uXl0fB00tLSGAAA+/bts/T29m4FAFAoFCQXFxcNAMCBAwd6HJomkUiMeTyees2aNc9Hjx7dmJeXRw0JCWnOysqyrKqqIgMA1NbWkvDJ+BMnTmRevnyZ1lN6v9fw4cNbc3JyzPD5IAqFglhQUGCiVCqJAAB2dnbapqYm4pkzZ3qc87By5cqa1atXO5WXl3e+LVepVK895f7jH/9oWbJkSfXcuXN7jIy4urpqkpOTn27ZssW+t3zn5+eb4POfAAByc3OpTk5O7U1NTcSsrKzOoUp37tyhOjg4tAMAeHt7t3777beWAB1zRHx9fVteTVcgEKiJRCKsXbvWYeLEiXIAAE9PT5VcLifjK5+p1WpCTk5Ot5GKtLS0fv/85z8du9uHa25uJjk5ObX/Jx+dK8uNGjWqeffu3TYaTUcQqba2luTl5aWqqqoyxu9PWlqaFd5O//P7a23v9+qpDYhEIlVtba3x1atXaQAADQ0NRI1GAwEBAS2HDh1iAAAUFBSYVFdXG3t6eqp6Sn/YsGGtt2/fptfU1JDUajXh1KlT3bYlMzMzXVNTE6m78+/cuUOvrq4m48Mjhw8f/tq96yogIKAZH4YHAHDr1q3XhtThJBKJCYfDaetpf19BkR4EQRAEQfrEsGHDms6fP28WFhamAADw8vJqWbFihZNUKqUOHjxYMWPGjEb82LCwsIaCggKajY2NDgDg/v371H/9619ORCIRyGSyYdeuXZ0rS6nVaoKnpydXr9cT0tPTfwUASEpKehYZGelua2vb7uvr2/rkyRMT6MbBgwcZx48ftyKTyQYbGxvN559//szW1la3Zs2aqpEjR2J6vR6MjIwMqampTzAMay8pKaE5Oztruktr2bJlrqtXr3YGALC3t2/PyMj4zZXbHBwctHv27KmIiIgY0N7eTgAA+OSTT6o8PT2boqOjX/D5fIGTk1O7SCTq8YF62rRpTc+fPyeHhoaydTodwdzcXMflctsmTJjQ3PU4IpEIycnJvznvZfr06Y0bNmxwyM7ONgP4/+f04PtXrVpVzWKx1EuWLHFpbm4mkUgkA5PJVP/73/9+rNfrYcuWLbaLFi1ypVAoehqNpt+3b98jAIBvvvnmyaxZs5hff/21nZWVlTYtLa2iu+tPmjRJvm7dOqfNmzdXAQBQKBRDenp6+ZIlS1wUCgVJp9MR4uPja319fV970C8rKzMxNzfXvbpdq9V2RkFWrVpVExsb65aammoXGBjYWUfLli17IZPJTLhcroBMJhtmzZr14uOPP36xe/fuivDwcHedTgcikUiZmJjYueJZd23v9+qlDagPHz5cvmTJEheVSkWkUCj6a9euyVauXPl8xowZrhiG8UkkEuzZs6cCX1CiO66urppVq1Y9GzJkCM/Gxkbj6emp1Ol0r3WKZ86cWbd48WLXjz76SJ+Tk1PS9fy1a9dWffDBB5jBYCCMHDmyafr06Y29len//u//KmNjY10wDOPrdDrC4MGDFUOHDn3S3bGXLl0yHzt2bK9Rxb5A+K0wHoIgCIIgfz/5+fkVIpGo7q/Mw82bN6lbtmyxO3369KOsrCx6SkqKbXdzRQAAgoKCWAkJCbUTJkxQdLcf5+joKMzJySmxt7fv84//yOVyYnR0NPPs2bN9ugw18t+bMGGC2zfffFOJzz/BrVu3rn9VVZXx7t27n/5VeUNe19bWRhgyZAgnJydH2hfLjefn51uLRCJmd/tQpAdBEARBkD7h7+/fdu/evebeln+uq6sj+fr68ng8nvK3Ojx/NgaDoUcdnnfb999//+jVbVOnTnWVSqXUzMxMdO/eMWVlZcYbNmyo+iu+r4QiPQiCIAjyHnoXIj0IgiB/pt4iPWghAwRBEARBEARB3muo04MgCIIgCIIgyHsNdXoQBEEQBEEQBHmvoU4PgiAIgiAIgiDvNdTpQRAEQRCkT7S0tBAGDRrE6W31tr+ryZMnM/fv3//SRx8rKiqMQkJCBvwZ19+1axcDwzA+i8UScDgc/rRp01zr6upIAABisZhjb28v1Ov//4/ejxo1yp1Go3kDAJSWlhpTKJSBXC6X7+7uLpg4cSJTrVYTAACysrLodDrdi8vl8vF/p0+fpgMArFq1yo7FYgkwDONzuVz+pUuXTAEAjh49asHj8fgcDofv7u4u2LJli/VrGe5i+fLlDmvXrrXto6p57zg6Ogqrq6vJAADe3t5cgI57uHv3bgZ+zLVr12izZ8927st8pKamWs2cOdMFAGDjxo02X3/9dY8fAX4XoSWrEQRBEATpE9u3b7ceP358A5n8bjxuaDQa6MulcplMpiY7O7tPl0nWaDTw/fffm+/cudP23LlzD93c3DRarRZ27NhhVVVVRba2ttYBANDpdN2FCxfM/vGPf7TU1dWRnj9//lLBnZ2d1VKpVKLVaiEgIAD77rvvLOPj4+UAAL6+vi2vfk/p4sWLpufOnetXWFgooVKphurqarJarSao1WrC0qVLXX/55ZcSd3d3TVtbG0Emkxn3ZR10rYs/e+njv+KaXeXm5koBAB4+fGiSkZHBWLBggRwAYNiwYcphw4Yp/6x8LF68uF4sFnOXLl1a/2dd849CkR4EQRAEQfrEsWPHrKZOndoI0BFB8PX15QQHB7u7u7sLoqKiXHQ6HXz55ZfWMTExnW+oU1JSrGNjY52am5uJw4cPZ3E4HD6bzRbs3bvXEqDjrXd8fLyjUCjkCYVCXlFRkQkAwJEjRyw8PT25PB6PP3ToUKyyspIM0BFViIyMdPX392dPmjTJLScnhyIUCnlcLpePYRi/sLDQBKAjcoJvj4qKcv1volOlpaXGbDZbANDxVnz06NHugYGBbFdXV48FCxY44cedPHnS3MvLi8vn83mhoaEDmpqaiAAAiYmJ9h4eHjw2my2IjIx0xSM1YrGYs2jRIsdBgwZx1q9fb/v555/bb9q06ambm5sGAIBMJkNCQkK9SCRS49eYNGmS/PDhwwwAgEOHDvUbN25cY3d5JpPJMHDgwNaqqqpen+SrqqqMGAyGlkqlGgAA7O3ttUwmU9PY2EjUarUEW1tbLQAAlUo14PmQyWTGfn5+GIZhfD8/P+zhw4cvdYYePHhAEQqFvK71h2EYHwDg+vXrtEGDBnEEAgEvICCA/fjxY6Pu6qKn/HaNSgB0fPw2KyuLDgBAo9G8Fy9e7MjhcPgikYiLt5XJkyczo6KiXHx8fDhMJtPj6NGjFnhaoaGhA0aMGMEKDAzEmpubieHh4UwPDw8ej8fjHzp0qB8AgFarhbi4OCcMw/gYhvE3bNjQHwDg+++/p/N4PD6GYfzw8HBmW1sbAaCjLS9btsyBz+fzMAzj5+bmUgAAampqSP7+/mwej8ePiopy7fp5GTxal5SU5JiTk2PG5XL5n332Wf+srCx6UFAQCwCgtraWNGrUKHcMw/gikYh7584dKkDH30J4eDhTLBZznJychOvXr++Pp9tT+//666+tmEymx6BBgzi3bt0yw4+n0+l6Jycn9eXLl2m9tZt3Cer0IAiCIMj77vZcZ8gWc97qv9tzex1Ko1KpCJWVlSYcDqcd31ZYWGj69ddfV5aWlhZXVFSYpKWlWcbExMjPnz9vgQ+vOnTokHVcXFz9yZMnze3s7DSlpaWShw8fFk+aNKkZT8fc3FxXWFhYMn/+/OeLFy92BgAIDg5uycvLk5aUlEimTJkiT05OtsOPLygooJ07d67szJkzj7Zv326zcOHCWqlUKikoKChxc3Nrf/DgASUzM5ORk5MjlUqlEiKRaNi9e/cfHrojkUhop0+f/rWkpKT4hx9+sCwrKzOqrq4mb9y40f7atWsyiURSMnDgQOW6detsAQA++uij50VFRSUPHz4sbmtrI6anp1vgaTU2NpLu3btX+tlnn9WWlZVRhw4d2utb/dGjRytu375tptVq4fjx44yZM2fKuztOqVQS7t+/bzpu3LjO+sUfpvF/xcXFJmFhYc3Pnj0zZjKZHtOnT3f58ccfzQAAbG1tdcHBwY0uLi6e48aNc/vmm28YOp0OAAAWLFjgEhUVVS+TySTTpk2rj4+Pf6nNDBw4UKXRaAgSicQYACAtLY0RFhbWoFarCUuWLHH5/vvvy4uLi0tmzZpVl5iY6NhdXfzumwIAbW1tRD8/v5bS0lKJn59fy/bt223wfZWVlSZ3794tPXPmzMOEhARXpVJJAAB48OCB2dGjRx/dvn1b9vHHH9sHBQU1FxUVlVy/fr10zZo1Ts3NzcSUlBSbx48fmxQXF0tkMpkkNja2XqlUEubPn++WkZFRLpPJJFqtFrZs2dJ5PWtra61EIimZO3fui02bNtkCAKxevdrBz8+vpaSkRDJ+/PjG6urq1yJnGzZsqPL19W2RSqWSTz755HnXfStXrnQQiURKmUwmWbduXdWsWbPc8H1lZWWUq1evyu7du1eydetWB7VaTeip/T9+/Nho06ZNDrdu3ZJev35dJpPJqK/cv9YrV67Q/5t78FdAnR4EQRAEQd66mpoaMp1OfylcIhQKW/l8fjuZTIapU6fKr1+/bmZubq739/dXZGRkWOTm5lI0Gg1BLBa3DRw4sO369evm8fHxjtnZ2WZWVlY6PJ1Zs2bJAQDmzZsnz83NNQMAePTokXFgYCAbwzB+amqqnVQq7XxACwkJaTQzMzMAAPj5+bWmpKTYJyUl2T18+NDYzMzMkJ2dTS8qKqKJRCIel8vl37hxw/zXX381+aN1EBAQ0GxlZaWj0WgGFoulKi8vN7ly5YppeXk5RSwWc7lcLj89Pd3qyZMnxgAAZ8+epXt6enIxDOPfunWLXlRU1FmGyMjIbjstd+/epXK5XL6zs7MHHg0DACCTyQaxWNzy7bffMlQqFbFr5xOg4+Gey+XyraysvBwdHdsHDx7chu/DH6bxfwKBQG1hYaEvKiqS7Nix47GNjY121qxZ7qmpqVYAABkZGY+zs7Nlvr6+rampqXZTp05lAgDk5uaaxsXFyQEA4uPj5ffv3zeDV4SFhckPHTrEAAA4deqU5YwZM+QFBQUmDx8+pI4YMQLjcrn8LVu22D979qwzEtVTXbwpIyMjQ0RERBMAgI+PT+vjx487OxWTJ0+Wk0gkEAqFamdnZ3VeXh4FACAwMLDZ1tZWBwBw5coV8y+//NKey+XyAwICOGq1mlBWVmZ86dIl8wULFrzAh7/Z2trq8vPzKU5OTmpPT081AMDs2bPrb9y40dlRiIqKagAAEIvFysrKShMAgNu3b9Pnzp1bDwAQERHRZG5u3tn238Tdu3fpMTEx9QAA48ePVzQ2NpLr6+tJAACjR49upFKpBnt7ey2DwdA8ffqU3FP7v3btmumQIUMUDg4OWgqFYpg0adJL9d6/f39t1/vyrns3BtkiCIIgCNJ3hnxX+Wdf0tTUVN/e3v7Sy1UCgQDd/R4XF1e3YcMGOwzDVNOnT68DAPD09FQ/ePBAcuLECYukpCTHixcvNm/durUaAIBIJHZNwwAAsGjRIpelS5fWREdHN2VlZdGTk5MduuYF/3nBggXywMDA1lOnTlmEhoZiu3btqjAYDITw8PD6nTt3Vr3NOjA2Nu4cl0QikQwajYZgMBggICCg+cyZM4+6HqtUKgkrVqxwvXPnjoTFYmmWL1/uoFKpOgtKp9M7y8Bisdpu3bpFGzdunEIsFrdJpVLJzJkzXdra2l6q7+joaHlkZCTro48+evZq3vA5PY8fPzb64IMPOIcPH7aIjo5u6q08ZDIZxo4dqxg7dqzC09Oz7eDBg1ZLliypBwAQi8VtYrG4LS4uTs5isYQAUPEmdTRjxoyG8PDwAREREQ0EAgGEQqH67t27VBaL1ZaXlyft7pyuddFLXg1dF3JQq9XErvvwNkQmk0Gr1XY2zJ7aKI1G60zMYDBAZmZmWdfhhPh2vD123dYbCoViwPPUNR9d2/jv1d018XyZmJh0bZOg1WoJPbX/gwcP9nu1PrpSqVREKpX6m/fiXYEiPQiCIAiCvHU2NjY6nU5HwIcHAXQMb5NKpcY6nQ4yMzMZgYGBCgCAESNGtFZXVxufOnXKKiYmRg7QsRIanU7XL1y4UJ6QkFCbl5fXOXcgLS2NAQCwb98+S29v71YAAIVCQXJxcdEAABw4cKDHoWkSicSYx+Op16xZ83z06NGNeXl51JCQkOasrCzLqqoqMkDHnAh8Mv7EiROZb3PewvDhw1tzcnLM8LlICoWCWFBQYKJUKokAAHZ2dtqmpibimTNnLHtKY+XKlTWrV692Ki8v73zLrlKpXns6/cc//tGyZMmS6rlz5/YYGXF1ddUkJyc/3bJli31v+c7PzzfB5z8BAOTm5lKdnJzam5qaiPhcGQCAO3fuUB0cHNoBALy9vVu//fZbSwCAPXv2MHx9fVteTVcgEKiJRCKsXbvWYeLEiXIAAE9PT5VcLidfvHjRFABArVYTcnJyKN3lKy0trd8///lPx1e3u7u7txcXF9N0Oh2UlZUZFRQUmPZWPtzJkyctdTodFBcXm1RWVpqIRCLVq8cEBQU1p6Sk2OKdqps3b1IBAEaNGtW8e/duG41GAwAd7cjLy0tVVVVljN/vtLQ0K7zd92TIkCGK7777zgoA4NixY+bNzc2kV4+xsLDQtbS0vLYdP3///v1WAB1z6SwtLbUMBqPHzklP7X/YsGGtt2/fptfU1JDUajXh1KlTL7VJmUxm4uHh0dZ9qu8eFOlBEARBEKRPDBs2rOn8+fNmYWFhCgAALy+vlhUrVjhJpVLq4MGDFTNmzGjEjw0LC2soKCig2djY6AAA7t+/T/3Xv/7lRCQSgUwmG3bt2vUYP1atVhM8PT25er2ekJ6e/isAQFJS0rPIyEh3W1vbdl9f39YnT550Ozzt4MGDjOPHj1uRyWSDjY2N5vPPP39ma2urW7NmTdXIkSMxvV4PRkZGhtTU1CcYhrWXlJTQnJ2dNd2ltWzZMtfVq1c7AwDY29u3Z2Rk/ObKbQ4ODto9e/ZUREREDGhvbycAAHzyySdVnp6eTdHR0S/4fL7AycmpXSQStfaUxrRp05qeP39ODg0NZet0OoK5ubmOy+W2TZgwobnrcUQiEZKTk39z3sv06dMbN2zY4JCdnW0G8P/P6cH3r1q1qprFYqmXLFni0tzcTCKRSAYmk6n+97///Viv18OWLVtsFy1a5EqhUPQ0Gk2/b9++RwAA33zzzZNZs2Yxv/76azsrKyttWlpaRXfXnzRpknzdunVOmzdvrgLoiH6kp6eXL1myxEWhUJB0Oh0hPj6+1tfX97UOSFlZmUl3w7+Cg4Nbdu7cqeZwOAIOh9PG5/PfaGUzFoulFovFnPr6eqOvvvrqMY1Gey1ssmnTpmdxcXEuXC6XbzAYCP+Z0F+2bNmyFzKZzITL5QrIZLJh1qxZLz7++OMXu3fvrggPD3fX6XQgEomUiYmJL3rLw6ZNm55Nnjx5AJ/P5/n5+bXY29u3v3qMWCxuI5PJBg6Hw4+Kiqrz8fHp7Hxs3rz5WVRUFBPDMD6VStUfOHDg0avnd+Xj46Pqrv2PHDmyddWqVc+GDBnCs7Gx0Xh6eip1Ol1n5/revXtmmzZtqn6Ten0XEH4r7IYgCIIgyN9Pfn5+hUgkqvsr83Dz5k3qli1b7E6fPv0oKyuLnpKSYvvqUsi4oKAgVkJCQu2ECRN6fQvu6OgozMnJKbG3t+/zj//I5XJidHQ08+zZs326DDXy35swYYLbN998U+ng4PCH28PkyZOZY8eObZozZ07D28jb+6zr3/ZfnZeu8vPzrUUiEbO7fWh4G4IgCIIgfcLf379t+PDhzb0t/1xXV0diMpkeFApF/1sdnj8bg8HQow7Pu+37779/9DY6PMjv8/z5cyM8Mvd3gSI9CIIgCPIeehciPQiCIH8mFOlBEARBEARBEOR/Fur0IAiCIAiCIAjyXkOdHgRBEARBEARB3muo04MgCIIgCIIgyHsNdXoQBEEQBOkTLS0thEGDBnF6W73t72ry5MnM/fv3v/SxxoqKCqOQkJABfX3t5cuXO6xdu9b2t/JDo9G8AQB0Oh3Mnj3bmc1mCzAM43t4ePCkUqlxb9dwdHQUVldXo+85voGsrCx6UFAQCwDg8OHDFh9//LEdAMDBgwf73b9/v/OjqgkJCQ6nT5+m95TO2yAWiznXrl2jAQAMHToUe/HiRbcfMP1fhBozgiAIgiB9Yvv27dbjx49vIJPfjccNjUYDRkZGfZY+k8nUZGdn9+kS1xpNt99J7dW3337LqKmpMZJKpcUkEgnKy8uNzM3N9X2QvZfo9XowGAxAIv25z919fZ97Ex0d3QQATQAAp0+f7qfVapt8fHxUAABfffXVsz8zL5GRkfVbt2612bx5c82fed13FYr0IAiCIAjSJ44dO2Y1derURoCOt+G+vr6c4OBgd3d3d0FUVJSLTqeDL7/80jomJsYZPyclJcU6NjbWqbm5mTh8+HAWh8Phs9lswd69ey0BOiIQ8fHxjkKhkCcUCnlFRUUmAABHjhyx8PT05PJ4PP7QoUOxyspKMkBHVCQyMtLV39+fPWnSJLecnByKUCjkcblcPoZh/MLCQhMAgF27djHw7VFRUa7/TXSqtLTUmM1mCwAAUlNTrUaPHu0eGBjIdnV19ViwYIETftzJkyfNvby8uHw+nxcaGjqgqamJCACQmJho7+HhwWOz2YLIyEhXvb6jXyIWizmLFi1yHDRoEGf9+vW23V68F9XV1Ua2trYavPPh7u6usbGx0QEA7Nmzh4FhGJ/NZgvi4+MdXz03Pj7ecdOmTTb478uXL3f45JNPbAEA/t//+3+2Hh4ePAzD+MuWLXPA62DAgAGC6dOnuwgEAn55eXmPEaWuUYnq6mqyo6Oj8Lfqjkajec+bN8+Jz+fz/Pz8sGfPnpG7q6Pr16/TBg0axBEIBLyAgAD248ePjQAAioqKTIYOHYpxOBw+n8/nFRcXm+j1epg/f74THgnD21pWVhZdLBZzQkJCBri5uQnGjx/vht+TzMxMczc3N4GPjw8nMzOzH56/1NRUq5kzZ7pcuHDB9OLFi/3WrFnjxOVy+cXFxSZdo3Hff/89ncfj8TEM44eHhzPb2toIAB3te9myZQ58Pp+HYRg/NzeXAgDQ3NxMDA8PZ3p4ePB4PB7/0KFD/QA6oqljx44dgGEYf8yYMQNUKhUBz0tERETjyZMnrd6slbz/3o1XLwiCIAiC9J3bc52hsYj2VtPs56GEId9V9rRbpVIRKisrTTgcTju+rbCw0DQ3N7cIw7D2YcOGsdPS0ixjYmLkAoGAr1arn5qYmBgOHTpkvWfPnscnT540t7Oz01y5cqUMAKC+vr4zXGBubq4rLCws2bFjh9XixYudL1++XBYcHNwSEREhJRKJsG3bNuvk5GS7vXv3PgUAKCgooN25c0dqZmZmmDVrlvPChQtr4+Pj5SqViqDVauHBgweUzMxMRk5OjtTExMQwffp0l927d1stWrSo/o9UkUQioeXn50uoVKqexWJ5JCYm1pqamho2btxof+3aNZm5ubk+KSnJbt26dbZbt26t/uijj55v3bq1GgAgLCzMLT093SIqKqoJAKCxsZF07969UoCOjsfvyceMGTPkw4YN43K5XHpgYGDz7Nmz6/39/dsqKiqMPv30U8f79++X2NjYaAMDA7GDBw/2mzFjRiN+7vTp0+UJCQkuq1evfgEA8P3331tmZ2c/PHnypHlZWRmloKCgxGAwwKhRo1hnz541GzBgQHtFRQVl7969FYcOHXryNuuOxWJp2traiAMHDlTu3bv3aWJiov3q1asd0tLSnnStI7VaTRgyZAjnxx9/LHNwcNDu3bvXMjEx0fH48eMVUVFRbomJiTUzZ85sVCqVBJ1OR0hLS+tXWFhILSkpKa6uriaLxWLe6NGjWwAASkpKqHl5eb8ymUyNj48P98KFC2aBgYGtixYtYl64cKFUIBCox44d+9qQxuDg4NZRo0Y1jh07tmnOnDkNXfcplUrC/Pnz3c6fP1/q6empnjhxInPLli02a9eufQ4AYG1trZVIJCWbNm2y2bRpk21GRsbjjz/+2D4oKKj5+PHjFXV1dSRfX1/e+PHjm7dt22ZDpVL1MplMcufOHaq/vz8fv46NjY2uvb2dUFNTQ7Kzs9P9t/fifYE6PQiCIAiCvHU1NTVkOp3+UrhEKBS28vn8dgCAqVOnyq9fv242Z86cBn9/f0VGRoaFUChUaTQaglgsbqNQKPqkpCTn+Ph4xwkTJjSFhIS04OnMmjVLDgAwb948+Zo1a5wBAB49emQcFhbm9OLFC6P29nais7OzGj8+JCSk0czMzAAA4Ofn17p161b7p0+fGkdERDQIhUJ1dnY2vaioiCYSiXgAACqViti/f/8/PBEpICCg2crKSgcAwGKxVOXl5SZyuZxUXl5OEYvFXAAAjUZD8PHxaQEAOHv2LH3btm12KpWK2NjYSObz+W3wn6FSkZGR8t6uRSAQetzm7u6uKSsrKzpz5gz9559/Nv/www85aWlp5QqFgjRkyBCFg4ODFgBg2rRp8qtXr5p17fT4+/u31dfXkysqKoyqq6vJFhYWOjab3b5ly5b+165dM+fz+XwAAKVSSZRKpZQBAwa029vbt48cObL1bdcdi8XSEIlEiI2NlQMAzJ07t37SpEks/By8jgoKCkwePnxIHTFiBAbQMczOxsZG09DQQKytrTWeOXNmIwAAjUYzAIDh+vXr9KlTp8rJZDI4OztrBw8e3HLjxg2ahYWFXigUtrq7u2sAAAQCgbK8vNyYTqfrnJyc1EKhUA0AEB0dXf/tt9/awBvKz8+nODk5qT09PdUAALNnz67fuXNnfwB4DgAQFRXVAAAgFouVP/zwgyUAwJUrV8zPnTvXLzU11Q4AQK1WE8rKyoxv3LhhtmTJkucAAIMHD27DMEzZ9VpWVlbaJ0+eGNvZ2bX9zlvw3kGdHgRBEAR53/USkekrpqam+vb29peG0b/6YI7/HhcXV7dhwwY7DMNU06dPrwMA8PT0VD948EBy4sQJi6SkJMeLFy8241EQIpHYNQ0DAMCiRYtcli5dWhMdHd2UlZVFT05O7oyGmJqads5fWbBggTwwMLD11KlTFqGhodiuXbsqDAYDITw8vH7nzp1Vb7MOjI2NDfjPJBLJoNFoCAaDAQICAprPnDnzqOuxSqWSsGLFCtc7d+5IWCyWZvny5Q4qlaqzoHQ6vdc5OAwGQyuXyzujYbW1taR+/fp1dtyoVKph6tSpzVOnTm22tbXVnDx5st+oUaMUb1KOcePGNRw6dMiypqbGaPLkyXIAAIPBAAkJCdUfffRRXddjS0tLjWk02hvNFyKTyQadTtdZ/q77uqu77tLo2qbwOjIYDAQWi9WWl5cn7XqsXC7vdlqHwWDobjMAAJiYmHTNB2i1WsKr1/29erseAACFQjEAdNQPfj2DwQCZmZllIpFI/erxveVFrVYT3vR+vO/QnB4EQRAEQd46GxsbnU6nI3R9mC0sLDSVSqXGOp0OMjMzGYGBgQoAgBEjRrRWV1cbnzp1yiomJkYO0LESGp1O1y9cuFCekJBQm5eX1zk8Ly0tjQEAsG/fPktvb+9WAACFQkFycXHRAAAcOHCgx3kMEonEmMfjqdesWfN89OjRjXl5edSQkJDmrKwsy6qqKjJAR4dBJpMZAwBMnDiRefny5bc2NHD48OGtOTk5ZvhcJIVCQSwoKDBRKpVEAAA7OzttU1MT8cyZM5a9p/SyoKAgxYkTJxj4nI5vvvnGeujQoQoAgBs3btAqKiqMADpWcissLKS6urq2Dxs2rPXOnTv06upqslarhePHjzOGDx/e8mraM2bMkJ84cYKRlZVlOX369AYAgNDQ0OaDBw9a4/ORHj16ZITX36t6qkNnZ2f13bt3TQEADh8+/Ebl1ev1gM+LOXDggJVYLH6t4+bp6amSy+XkixcvmgJ0PPjn5ORQGAyG3s7Orv3gwYP9AADa2toICoWC+MEHHygyMzMZWq0Wnj17Rr57965ZYGBgj5EqLy8v1dOnT42Li4tNAADS09MZ3R1nZmama25ufu1Z28vLS1VVVWWMt4G0tDQr/G+hJ0FBQc0pKSm2+JyimzdvUgEAAgICWg4dOsQAALh37x5FJpN11rNer4cXL14YcTic1zpK/4tQpAdBEARBkD4xbNiwpvPnz5uFhYUpAAC8vLxaVqxY4SSVSqmDBw9WdB1GFRYW1lBQUEDDJ9jfv3+f+q9//cuJSCQCmUw27Nq16zF+rFqtJnh6enL1ej0hPT39VwCApKSkZ5GRke62trbtvr6+rU+ePDHpLk8HDx5kHD9+3IpMJhtsbGw0n3/++TNbW1vdmjVrqkaOHInp9XowMjIypKamPsEwrL2kpITm7Ozc7ZJpy5Ytc129erUzAIC9vX17RkbGb67c5uDgoN2zZ09FRETEgPb2dgIAwCeffFLl6enZFB0d/YLP5wucnJzaRSJRr8PDvvzyS/s9e/Z0LmpQW1tbkJOTQ/P09OQRiURwdXVV79+//zFAx1DD+fPnu+KRNy8vr9bVq1c/p9FohrVr11Z98MEHmMFgIIwcObJp+vTpja9ey9fXV9Xa2kq0tbVtd3V11QAATJo0qbm4uJgyaNAgLgAAjUbTHz58+BGZTH4tjNFTHa5evbp22rRpA9LT060CAwObf6vuAACoVKq+uLiYKhAI7Oh0uu7kyZOv1TmFQjGkp6eXL1myxEWhUJB0Oh0hPj6+1tfXV3Xo0KFH8+bNc123bp2DkZGR4fjx4+UzZsxovHXrlhmPxxMQCATDZ5999tTFxUVbUFDQbR5oNJph+/btj8eOHctiMBjawYMHt5SUlFBfPS46OloeHx/P3L17t21mZmZ51/N3795dER4e7q7T6UAkEikTExNf9FbuTZs2PYuLi3Phcrl8g8FAcHJyUl++fLksMTHxeUREhBuGYXyBQKAUCoWd7ebGjRs0b2/v1r9qJbt3DeG3QmwIgiAIgvz95OfnV4hEorrfPrLv3Lx5k7plyxa706dPP8rKyqKnpKTYXr58uay7Y4OCglgJCQm1EyZM6PWNt6OjozAnJ6fE3t6+zz/+I5fLidHR0cyzZ8/26TLU77O3XYc0Gs1bqVTmvo203ndz5sxxDgsLa/ytv6n3SX5+vrVIJGJ2tw8Nb0MQBEEQpE/4+/u3DR8+vLm35Z/r6upITCbTg0Kh6N+1hzMGg6FHHZ4/BtXhX8fDw6PtXfub+iuhSA+CIAiCvIfehUgPgiDInwlFehAEQRAEQRAE+Z+FOj0IgiAIgiAIgrzXUKcHQRAEQRAEQZD3Gur0IAiCIAiCIAjyXkOdHgRBEARB+kRLSwth0KBBnN5Wb/u7mjx5MhP/SCauoqLCKCQkZEBfX3v58uUO/fv39+RyuXw2my04fPiwBb5vx44dVmw2W8BisQTu7u6CtWvXdn7L59NPP7V1c3MTYBjG53A4/NjYWCe1Wk0AAPjqq6+sMAzjYxjGZ7PZgkOHDvXrLQ/dlf9tS01NtZo5c6bL20yTRqN5d7c9ISHB4fTp03QAALFYzGEymR4cDoc/cOBAbn5+frfffPozLV++3AG/l13zmpyc3F+hUHQ+z3/wwQesuro6Ul/m5ejRoxbLli1z6Mtr9AXU6UEQBEEQpE9s377devz48Q1k8rvxLXSNpttvjL41TCZTk52d3afLM+NlWLBgQa1UKpVkZGSUL1q0iKnT6eDYsWPmu3bt6n/hwgVZWVlZcWFhocTCwkIHAPDFF1/Y/Pzzz+b37t2TymQySX5+fkn//v21ra2thPLycqOUlBT7X375pVQmk0lycnJKfH19lX1ZDty70iH+6quvnuEf0QUASEtL+7W0tFQSFRVVt2zZMudXj/8r8901r3v27LFtaWnpfJ6/evVqmbW1ta6vrq3RaGDatGlN2dnZ/bp2tv4O/laZRRAEQRDk7+PYsWNWU6dObQQAyMrKovv6+nKCg4Pd3d3dBVFRUS46nQ6+/PJL65iYmM6HypSUFOvY2Fin5uZm4vDhw1kcDofPZrMFe/futQTo+DhpfHy8o1Ao5AmFQl5RUZEJAMCRI0csPD09uTwejz906FCssrKSDNDxhjwyMtLV39+fPWnSJLecnByKUCjkcblcPoZh/MLCQhMAgF27djHw7VFRUa7/zUNtaWmpMZvNFgB0RClGjx7tHhgYyHZ1dfVYsGCBE37cyZMnzb28vLh8Pp8XGho6oKmpiQgAkJiYaO/h4cFjs9mCyMhIV71eDwAdkYdFixY5Dho0iLN+/XrbrtccOHCgikQiQU1NDfmLL76w37Rp01Mmk6kBAKDRaIYVK1bUAQBs27bNfu/evY/xB2IKhWLYuHFjDYPB0FdXVxuZmprq8Q6ShYWFnsvltgMA3Lp1iyoSibgYhvGDg4PdX7x48VIU4dixY+YffvhhZ3QrKyuLPmLECFZv5XR0dBQmJiba+/j4cL777rs3ihb1dH+bmpqIU6ZMYeJRqgMHDvQDANizZw8Dj1rFx8c7dk1r3rx5Tnw+n+fn54c9e/aMDNBz5GrkyJEtjx8/NvlPfXonJCQ4eHp6cn/++WezntpMZmamOZ/P53E4HL6fnx8GAFBbW0saNWqUO4ZhfJFIxL1z5w4VoKN9hoeHM8ViMcfJyUm4fv36/vi1V61aZcdkMj2GDh2KPXz4sDPahOd1/fr1/Z8/f270wQcfYIMHD8bwuq2uriYDdET22Gy2gM1mC5KTk/sDdLTRAQMGCCIiIlxZLJbA39+f3dLSQgAAKC4uNgkMDGQLBAKej48PJzc3l4JfLzY21mnw4MHYwoULnYhEIgwdOlSRkZHRGWH8O0CdHgRBEAR5392e6wzZYs5b/Xd77mtvv7tSqVSEyspKEw6H045vKywsNP36668rS0tLiysqKkzS0tIsY2Ji5OfPn7fAh1kdOnTIOi4urv7kyZPmdnZ2mtLSUsnDhw+LJ02a1IynY25urissLCyZP3/+88WLFzsDAAQHB7fk5eVJS0pKJFOmTJEnJyfb4ccXFBTQzp07V3bmzJlH27dvt1m4cGGtVCqVFBQUlLi5ubU/ePCAkpmZycjJyZFKpVIJkUg07N692+qPVrtEIqGdPn3615KSkuIffvjBsqyszKi6upq8ceNG+2vXrskkEknJwIEDlevWrbMFAPjoo4+eFxUVlTx8+LC4ra2NmJ6e3vlQ2djYSLp3717pZ599Vtv1GpcuXTIlEokGe3t77cOHD6n+/v6vRWgaGhqISqWSiHdkXjVkyBCltbW1xtnZWThlyhTmkSNHOq87e/Zst40bNz6VyWQSgUDQtmrVqpeGNU2cOLE5NzfXtLm5mQgAcPToUcspU6bIeysnAACFQtHfv3+/NC4uruFN6rKn+7t69Wp7c3NznUwmk8hkMsmYMWMUFRUVRp9++qnjlStXZBKJpDg3N9f04MGD/QAA2traiAMHDlRKJJISf39/xerVq3sdpnXy5EkLLpfbhp/r4eHRVlBQILWxsdF212aePXtGXrRoEfPkyZPlpaWlktOnT5cDAKxcudJBJBIpZTKZZN26dVWzZs1yw69RVlZGuXr1quzevXslW7dudVCr1YTr16/TTp06xSgsLJRkZWWV5efnm76atzVr1jzv37+/5urVq7I7d+7Iuu67fv067ciRI1b3798vycnJKUlLS7O5efMmFQDgyZMnlCVLljwvKysrtrCw0KWlpVkCAMTGxrru2rXrSXFxccmWLVuexsfHdw4tLC8vp9y8eVO2d+/epwAAvr6+rdevXzd7k3v3rng34s0IgiAIgrxXampqyHQ6/aVwiVAobOXz+e0AAFOnTpVfv37dbM6cOQ3+/v6KjIwMC6FQqNJoNASxWNxGoVD0SUlJzvHx8Y4TJkxoCgkJacHTmTVrlhwAYN68efI1a9Y4AwA8evTIOCwszOnFixdG7e3tRGdnZzV+fEhISKOZmZkBAMDPz69169at9k+fPjWOiIhoEAqF6uzsbHpRURFNJBLxAABUKhWxf//+f3j8UkBAQLOVlZUOAIDFYqnKy8tN5HI5qby8nCIWi7kAABqNhuDj49MCAHD27Fn6tm3b7FQqFbGxsZHM5/PbAKAJACAyMlLeNe3du3fbHjt2zMrU1FSXlpb2K5HY83tsg8EABAKh8/cTJ06YJyUlOSkUCtKBAwd+DQ4Obr127drDq1ev0s6fP2++evVq55ycHNOkpKRahUJBGjNmTMt/6rs+PDz8pTlLRkZGMHz48Ob09HSLOXPmNFy6dMlix44dT7Ozs+k9lRMAYObMmW/U2cH1dH+vXbtmnp6e3jmk0MbGRnfu3Dn6kCFDFA4ODloAgGnTpsmvXr1qNmPGjEYikQixsbFyAIC5c+fWT5o0idXd9WbOnDmAQqHonZyc1Lt3734CAEAikWD27NkNAAA9tZkrV66YisViBd7BtLW11QEA3L17l37ixIkyAIDx48cr4uLiyPX19SQAgNGjRzdSqVQDlUrVMhgMzdOnT8mXL182+/DDDxvpdLoeP+b31NeVK1fMPvzww0Zzc3M9AMCYMWMaLl++TA8PD290dHRUDx06tA0AwNvbW1lRUWHS1NREzM3NNQsPD3fH02hvb+9sNJMmTXppmKqdnZ22pqbG+Pfk6a+GOj0IgiAI8r4b8l3ln31JU1NTfXt7+0tP4l0fvLv+HhcXV7dhwwY7DMNU06dPrwMA8PT0VD948EBy4sQJi6SkJMeLFy82b926tRoAoOsDPoFAMAAALFq0yGXp0qU10dHRTVlZWfTk5OTON/impqZ6/OcFCxbIAwMDW0+dOmURGhqK7dq1q8JgMBDCw8Prd+7cWfU268DY2NiA/0wikQwajYZgMBggICCg+cyZM4+6HqtUKgkrVqxwvXPnjoTFYmmWL1/uoFKpOguKP/x2KUdtcnLyS1EfFovVdvPmTdr48eMVXbczGAw9lUrVS6VSYy6X2z558uTmyZMnS4KCglhqtZoI0FGnQUFByqCgIGVoaGhzbGwsMykp6aX0exIRESHfuXNnf2tra52np6fS0tJS31M5eyrPb+np/r7aocO3valXz8WlpaX9OmzYsJeiZsbGxnr8wb+nNnP48GGL7tLsLk942zUxMenaTkCr1RJ6y9ub6K0OXm2XbW1tRJ1OB3Q6XSuVSiXdnWNmZvbS/WprayNQKJTfdQ//amh4G4IgCIIgb52NjY1Op9MRlEpl55NbYWGhqVQqNdbpdJCZmckIDAxUAACMGDGitbq62vjUqVNWMTExcoCOldDodLp+4cKF8oSEhNq8vDwank5aWhoDAGDfvn2W3t7erQAACoWC5OLiogEAOHDgQI9D0yQSiTGPx1OvWbPm+ejRoxvz8vKoISEhzVlZWZZVVVVkgI75FzKZzBgAYOLEiczLly/Tekrv9xo+fHhrTk6OGT4XSaFQEAsKCkyUSiURoOMNelNTE/HMmTO/e2W0lStX1nz88cdOT548IQN0PJjic0QSEhKq582b54qv7KXX6wHv8FRUVBjduHGjs4w5OTk0R0fHdisrK525ubkuOzvbDABg3759Vn5+fi2vXnfMmDGK4uJi2t69e63Dw8PlvZWzu3xv3LjRZuPGjTa9la2n+zt8+PDmbdu2dc6DefHiBWnYsGGtd+7coVdXV5O1Wi0cP36cMXz48Ba83PjcnQMHDliJxWLFq9d6Ez21maCgoNY7d+7QpVKpMb4dAGDIkCGK/fv3WwF0zHuytLTUMhiMHjsNI0aMaPnxxx/7tbS0EBoaGogXLlzo191xpqamOnyu1Kvn//TTT/0UCgWxubmZ+NNPP1kGBQX1WFYGg6F3cnJqx+dY6fV6+OWXX6g9HV9aWkoRCARtPe1/F6FID4IgCIIgfWLYsGFN58+fN8NXmvLy8mpZsWKFk1QqpQ4ePFgxY8aMRvzYsLCwhoKCApqNjY0OAOD+/fvUf/3rX05EIhHIZLJh165dj/Fj1Wo1wdPTk6vX6wn40KakpKRnkZGR7ra2tu2+vr6tT5486fYB++DBg4zjx49bkclkg42Njebzzz9/Zmtrq1uzZk3VyJEjMb1eD0ZGRobU1NQnGIa1l5SU0Jydnbtd9m3ZsmWuq1evdgYAsLe3b8/IyPjNldscHBy0e/bsqYiIiBiADx/65JNPqjw9PZuio6Nf8Pl8gZOTU7tIJGp944r+j2nTpjXV1NSQR44cycEjINHR0XUAACtXrnyhVCqJvr6+PGNjY72pqaleLBa3+Pn5Kevr60mJiYlOtbW1RiYmJgYGg6HZu3fvEwCA/fv3P4qPj3ddsmQJ0cXFRX306NGKV69LJpNh5MiRTZmZmVbHjh2r+I1yql89XyqVUv39/V/rTGm1WoKJiYkeoOf7+/nnn1fPmTPHhc1mC4hEouHjjz9+NmvWrMa1a9dWffDBB5jBYCCMHDmyafr06Y0AAFQqVV9cXEwVCAR2dDpdd/Lkyf9qtT0fHx9Vd21m5MiRrampqRUTJ05k6fV6sLKy0ty6devh5s2bn0VFRTExDONTqVT9gQMHuo2A4QICApQTJ06Ue3h4CBwdHdVisfi1+gEAmDVrVl1oaCi7f//+mq7zegICApRRUVH1AwcO5AEAzJgx44W/v39baWlpj0PSjh49+uu8efNcN2/ebK/VagkTJ06U+/n5dduxuXbtGn3z5s1vNTLa1wi/JwSIIAiCIMjfQ35+foVIJKr7K/Nw8+ZN6pYtW+xOnz79KCsri56SkmJ7+fLlsu6ODQoKYiUkJNROmDCh1zfvjo6OwpycnBJ7e/s+XzNYLpcTo6OjmWfPnu3TZaj/1wUFBbHOnj1bTqFQXnoojYmJcWaz2arVq1e/+KvyhryusrKSPHXq1AG//PKL7LeP/nPl5+dbi0QiZnf70PA2BEEQBEH6hL+/f9vw4cObe1v+ua6ujsRkMj0oFIr+tzo8fzYGg6FHHZ6+d/ny5bJXOzzDhg1jSyQS6rx58+Q9nYf8NX799VfjlJSUP32e4B+FIj0IgiAI8h56FyI9CIIgfyYU6UEQBEEQBEEQ5H8W6vQgCIIgCIIgCPJeQ50eBEEQBEEQBEHea6jTgyAIgiAIgiDIew11ehAEQRAE6RMtLS2EQYMGcXpbve3vavLkyUz8I5e4iooKo5CQkAF9fe3ly5c79O/f35PL5fLZbLbg8OHDFvi+HTt2WLHZbAGLxRK4u7sL1q5da4vv+/TTT23d3NwEGIbxORwOPzY21kmtVhMAAL766isrDMP4GIbx2Wy24NChQ/16y0N35Ud6RqPRvAFebiO3bt2iZmRkdN67w4cPW3z88cd2fZmP5cuXO+BtIi4uzumHH36g9+X13iWo04MgCIIgSJ/Yvn279fjx4xvI5HfjW+gaTbffGH1rmEymJjs7u0+XuMbLsGDBglqpVCrJyMgoX7RoEVOn08GxY8fMd+3a1f/ChQuysrKy4sLCQomFhYUOAOCLL76w+fnnn83v3bsnlclkkvz8/JL+/ftrW1tbCeXl5UYpKSn2v/zyS6lMJpPk5OSU+Pr6KvuyHLi/okPc1+2gN13bSE5ODu3HH3/s7PRER0c3bdy4sebPyktiYuLzzZs392kn612COj0IgiAIgvSJY8eOWU2dOrURACArK4vu6+vLCQ4Odnd3dxdERUW56HQ6+PLLL61jYmKc8XNSUlKsY2NjnZqbm4nDhw9ncTgcPpvNFuzdu9cSoOPjpPHx8Y5CoZAnFAp5RUVFJgAAR44csfD09OTyeDz+0KFDscrKSjJAx5vtyMhIV39/f/akSZPccnJyKEKhkMflcvkYhvELCwtNAAB27drFwLdHRUW5/jcP46WlpcZsNlsAAJCammo1evRo98DAQLarq6vHggULnPDjTp48ae7l5cXl8/m80NDQAU1NTUQAgMTERHsPDw8em80WREZGuur1egAAEIvFnEWLFjkOGjSIs379etuu1xw4cKCKRCJBTU0N+YsvvrDftGnTUyaTqQEAoNFohhUrVtQBAGzbts1+7969j62trXUAABQKxbBx48YaBoOhr66uNjI1NdXjHSQLCws9l8ttB+iIRohEIi6GYfzg4GD3Fy9ekF65x+YffvhhZ3QrKyuLPmLECFZv5XR0dBQmJiba+/j4cL777rseo0VdoxIAAGw2W1BaWmpcWlpqPGDAAEFERIQri8US+Pv7s1taWgh4Xc2dO9fZ29uby2azBZcvX6bhaXVtB8+ePSP/4x//cPfw8OB5eHjwzp8/bwoA0NTURJwyZQoTj3odOHCgHwDAnj17GHgULD4+3hHPE41G8168eLEjh8Phi0QiLt7upFKpsZeXF9fDw4O3dOlSh1fbiEqlInz++ecOZ86cseRyufy9e/dapqamWs2cOdMFAEAmkxn7+flhGIbx/fz8sIcPHxoDdETYZs+e7ezt7c11cnISdo22/b//9/9sPTw8eBiG8ZctW9Z5zVWrVtkxmUyPoUOHYg8fPjTBt2MY1t7Y2Eh+8uTJu/FWoo+hTg+CIAiCvO9uz3WGbDHnrf67Pde5t0uqVCpCZWWlCYfDace3FRYWmn799deVpaWlxRUVFSZpaWmWMTEx8vPnz1vgw6wOHTpkHRcXV3/y5ElzOzs7TWlpqeThw4fFkyZNasbTMTc31xUWFpbMnz//+eLFi50BAIKDg1vy8vKkJSUlkilTpsiTk5M732AXFBTQzp07V3bmzJlH27dvt1m4cGGtVCqVFBQUlLi5ubU/ePCAkpmZycjJyZFKpVIJkUg07N692+qPVrtEIqGdPn3615KSkuIffvjBsqyszKi6upq8ceNG+2vXrskkEknJwIEDlevWrbMFAPjoo4+eFxUVlTx8+LC4ra2NmJ6e3hkFaGxsJN27d6/0s88+q+16jUuXLpkSiUSDvb299uHDh1R/f//XIjQNDQ1EpVJJxDsyrxoyZIjS2tpa4+zsLJwyZQrzyJEjndedPXu228aNG5/KZDKJQCBoW7VqlUPXcydOnNicm5tr2tzcTAQAOHr0qOWUKVPkvZUTAIBCoejv379fGhcX1/Df1O2TJ08oS5YseV5WVlZsYWGhS0tL63z4VyqVxNzcXGlqaurjuLg4N3x713Ywf/585+XLl9cWFRWVnDp1qnzBggVMAIDVq1fbm5ub62QymUQmk0nGjBmjqKioMPr0008dr1y5IpNIJMW5ubmmBw8e7AcA0NbWRvTz82spLS2V+Pn5tWzfvt0GAGDhwoUusbGxL4qKikrs7OxeCy1RKBTDv/71r2fjxo1rkEqlknnz5r1UDwsWLHCJioqql8lkkmnTptXHx8d3/r3V1tYa5eTkSL///vuHn3zyiSNARwezrKyMUlBQUFJSUiLJy8ujnT171uz69eu0U6dOMQoLCyVZWVll+fn5pl2vIxQKlZcuXTL7b+7B383/RM8OQRAEQZA/V01NDZlOp78ULhEKha18Pr8dAGDq1Kny69evm82ZM6fB399fkZGRYSEUClUajYYgFovbKBSKPikpyTk+Pt5xwoQJTSEhIS14OrNmzZIDAMybN0++Zs0aZwCAR48eGYeFhTm9ePHCqL29nejs7KzGjw8JCWk0MzMzAAD4+fm1bt261f7p06fGERERDUKhUJ2dnU0vKiqiiUQiHgCASqUi9u/f/w+PuwoICGi2srLSAQCwWCxVeXm5iVwuJ5WXl1PEYjEXAECj0RB8fHxaAADOnj1L37Ztm51KpSI2NjaS+Xx+GwA0AQBERkbKu6a9e/du22PHjlmZmprq0tLSfiUSe36PbTAYgEAgdP5+4sQJ86SkJCeFQkE6cODAr8HBwa3Xrl17ePXqVdr58+fNV69e7ZyTk2OalJRUq1AoSGPGjGn5T33Xh4eHvzRnycjICIYPH96cnp5uMWfOnIZLly5Z7Nix42l2dja9p3ICAMycOfO/6uzgHB0d1UOHDm0DAPD29lZWVFR0RjCioqLkAAChoaEtLS0txLq6OhLAy+3g5s2b5g8fPqTi57S0tJAaGhqI165dM09PT+8comhjY6M7d+4cfciQIQoHBwctAMC0adPkV69eNZsxY0ajkZGRISIiogkAwMfHp/XixYvmAAAPHjwwO3v2bDkAwPz58+vXrVvXGel7E7m5uab4+fHx8fLPPvus8/zx48c3kkgk8PHxUdXX1xsBAGRnZ5tfu3bNnM/n8wE6On5SqZSiUCiIH374YSOdTtcDAIwePbqx63VsbGy0VVVVxr8nb39XqNODIAiCIO+7Id9V/tmXNDU11be3t7/0JN71wbvr73FxcXUbNmywwzBMNX369DoAAE9PT/WDBw8kJ06csEhKSnK8ePFi89atW6sBALo+4BMIBAMAwKJFi1yWLl1aEx0d3ZSVlUVPTk7ujEiYmprq8Z8XLFggDwwMbD116pRFaGgotmvXrgqDwUAIDw+v37lzZ9XbrANjY2MD/jOJRDJoNBqCwWCAgICA5jNnzjzqeqxSqSSsWLHC9c6dOxIWi6VZvny5g0ql6iwo/tDapRy1ycnJL0V9WCxW282bN2njx49XdN3OYDD0VCpVL5VKjblcbvvkyZObJ0+eLAkKCmKp1WoiQEedBgUFKYOCgpShoaHNsbGxzKSkpJfS70lERIR8586d/a2trXWenp5KS0tLfU/l7Kk83SGTyQZ8iB8AAB4NBHi9btva2jrrqqd21rUdGAwGyMnJKcE7QV23v3q+wfDSIa/lEW+PZDIZtFpt58lEIrHnE/8ACoXSmS6eN4PBAAkJCdUfffRRXddjk5OT+79anq5UKhWBSqX+5r14H6DhbQiCIAiCvHU2NjY6nU5HUCqVnU9chYWFplKp1Fin00FmZiYjMDBQAQAwYsSI1urqauNTp05ZxcTEyAE6Vrmi0+n6hQsXyhMSEmrz8vJoeDppaWkMAIB9+/ZZent7twIAKBQKkouLiwYA4MCBAz0OTZNIJMY8Hk+9Zs2a56NHj27My8ujhoSENGdlZVlWVVWRAQBqa2tJMpnMGABg4sSJTHxeyNswfPjw1pycHDN8LpJCoSAWFBSYKJVKIgCAnZ2dtqmpiXjmzJnfvTLaypUraz7++GMnfI5GW1sbYf369f0BABISEqrnzZvnikc99Ho94B2eiooKoxs3bnSWMScnh+bo6NhuZWWlMzc312VnZ5sBAOzbt8/Kz8+v5dXrjhkzRlFcXEzbu3evdXh4uLy3cnaX740bN9ps3LjR5tXtTCZTnZeXZwoAcOPGDVpVVVW357/q6NGjlgAA586dM6PT6To82tZVQEBA8+bNm/vjv9+6dYv6n3w3b9u2rXP7ixcvSMOGDWu9c+cOvbq6mqzVauH48eOM4cOHv1YPXQ0cOLBl7969DACAvXv3dtsezc3NdS0tLd0+i3t7e7d+++23lgAd84l8fX17vV5oaGjzwYMHrfF5U48ePTKqqqoijxgxouXHH3/s19LSQmhoaCBeuHChX9fzysvLKSKRqK23tN8XKNKDIAiCIEifGDZsWNP58+fNwsLCFAAAXl5eLStWrHCSSqXUwYMHK2bMmNGIHxsWFtZQUFBAs7Gx0QEA3L9/n/qvf/3LiUgkAplMNuzatesxfqxarSZ4enpy9Xo9AR+KlJSU9CwyMtLd1ta23dfXt/XJkyfdPiAfPHiQcfz4cSsymWywsbHRfP75589sbW11a9asqRo5ciSm1+vByMjIkJqa+gTDsPaSkhKas7Nzt8t9LVu2zHX16tXOAAD29vbtGRkZv7lym4ODg3bPnj0VERERA9rb2wkAAJ988kmVp6dnU3R09As+ny9wcnJqF4lErW9c0f8xbdq0ppqaGvLIkSM5eMQiOjq6DgBg5cqVL5RKJdHX15dnbGysNzU11YvF4hY/Pz9lfX09KTEx0am2ttbIxMTEwGAwNHv3/n/s3XlcU8feOP5PNrJAQDaRsIUl2wkQMRAUCYigdQPFuKIgemsB9VqgVPuzrbe11mLVp170qXJrtVWoG3pBrVr1qQhKC4rKvgglGGWTNWFLyPL7g4YvIri00Nt65/0XOcvMnDmjrzPnc2bmq4cAAEeOHKmJiYlx2LhxI97e3l55/Phx6dB8iUQiBAYGdqSlpZmfOnVK+oLrVA49v7y8nDp16tRnHuojIiLaUlNTzblcLjZx4sQuBweH3pepB1NTU42Hhwe3s7OT8K9//WvYSNO//vUv2ZtvvmnPZrMxjUaD8/b2Vvj4+Dz87LPP6levXm3PYrH4eDxet2XLlrpVq1a1b9269bG/vz9bp9PhAgMDO1auXNn+vDJ8+eWXD5ctW+b05ZdfWoWEhAz7Kd/s2bMVu3fvtuZyudg777xTP3jfgQMHHq5atYr5z3/+c4K5ubn66NGj0uflt3DhQnlJSQnFy8uLCwBAo9G0qampNb6+vt2hoaGtrq6ufBsbG6VIJBqoZ6VSiZNKpWQ/P79Xbmt/RbjnhewQBEEQBPlrKigokAoEguYXHzl2bt26Rd21a9eE9PT0mgsXLtD37Nljdf369arhjg0ICHCJjY1tnD9/vmK4/Xo2NjZud+7cKbO2th7zuY5bW1vxK1asYF66dGlMp6H+bxcQEOBy6dKl6sGfbf1WIpGIs3v3bpmfn98fMuX2X9nRo0fH5efn0/75z3/W/afLMloKCgosBAIBc7h96PM2BEEQBEHGxNSpU3umTZsmf970z83NzQQmk+lKoVC0L+rw/NHMzMy0qMMz9q5fv141Gh0e5NWo1Wrchx9++FLjtl4HKNKDIAiCIK+hP0OkB0EQ5I+EIj0IgiAIgiAIgvzXQp0eBEEQBEEQBEFea6jTgyAIgiAIgiDIaw11ehAEQRAEQRAEea2hTg+CIAiCIGOis7MT5+XlxXne7G3DSU1NNdmyZcuE0SxLRUWFAYvF4g/dHhsby0hPT6ePZl7DefjwIXHevHlOdnZ2rs7Oznx/f38X/WKdRUVF5ICAABc7OztXPp/P8/b2Zl+6dMkIAEAmkxEDAgJcOBwOpj8PAECj0UBkZKQdi8Xis9lszNXVlVdeXm7wvDLY2Ni41dfXj+kajRKJhHnkyBFTgP7po7Oysp5a2HVoGS5cuEAPCAhwAQBISkoyNzU1FXC5XMzZ2Zm/Z88ei7Es68sY3G6ysrJokZGRdgD95b569aqh/rjPP//ccv/+/SMuijsaent7cZ6enpy+vmGXjUJeAC1OiiAIgiDImNi3b59FSEhIG5H4ao8bK1as6ACAjrEp1dP27t07pmuUqNVqwOPxEBIS4hIWFtZy4cKFXwAAcnJyqHV1dSQXFxdVcHAw69NPP5X9et1w+/Ztyk8//WQ4e/bszs2bN9tMnz5d/uGHHzYBAOTm5lIBAA4dOmTW0NBAKi8vLyEQCFBdXU0yNjbWjuW1AABotVrQ6XRAIBDGJP3g4OC2o0ePPnz8+DHR1dWVv2TJknY7O7uBXnNfXx+QSKQxyftF/Pz8uvXr//z44490IyMjzYwZM7oA+hd/Hcu81Wo1UCgUnb+/v/zQoUNmMTExrWOZ3+sIRXoQBEEQBBkTp06dMl+yZEk7AEBtbS3J09OTw+VyMRaLxb98+bIRAEBaWpoxhmE8DoeDTZkyhQ3Q/8Y/IiLCHqA/chAWFmYvFAo5TCbT9fjx4yYAAEKhkJOTk0PV5zVp0iSuvkPwKgZHJmxsbNzi4uIYGIbx2Gw2du/ePQoAgFwuxy9evJjp6urK4/F4WEpKyjiA/iiAUCjkYBjGwzCMp3/zf+HCBbq3tzc7ODjYkcPh8C9cuEAnEom6wQ/GPj4+PbNmzepMTk42nzRpUqe+wwMA4OXl1btx48YWAICGhgaSnZ2dSr/P29u7BwCgvr6eZGVl1afvfDg7O/dZWlpqAACSk5PN2Gw2xmKx+DExMTZDrzkmJsYmMTHRUv87Pj6e8Y9//MMKAODDDz+0cnV15bHZbCwuLo6hv04nJyf+ypUr7fl8PlZdXf3ciNJosLGxUdvb2yurqqoMJBIJ880337T19vZmr1u3zrakpIQsFotZfD6fJxQKOfr7JJPJiDNmzHDmcDgYh8PB9Pfjo48+smKxWHwWi8Xftm3b+MHXtGzZMgcXFxf+1KlTWZ2dnTgAgOzsbBqHw8EmTpzI/Z//+Z/x+jLpo1IVFRUGR48etTx48KAVl8vFLl++bBQfH8/YunWrFUB/h1YgEHDZbDY2Y8YM5ydPnhAA+iNfMTExNm5ubjwmk+mq/zegVqshKirKVl/vu3btstDnN7gdAQAsWrSo/cSJE2ZjXf+vIxTpQRAEQZDX3JqMNXbFTcW0Fx/58lzHu3Yfnn9YNtL+3t5enEwmI3M4HBUAwOHDh80CAwM7du7c2aBWq0GhUODr6uqIGzZsYGZmZpZzuVxVY2PjsOEDmUxGzsvLqygtLSUHBQVx5s+fXxQZGdl86NAhCx8fH1lhYSFZpVLh9B2C38PCwkJdWlpalpiYaJmYmGh18uTJ2i1btlgHBATIT58+LW1ubiZ4enryQkJC5AwGQ52dnV1Jo9F0RUVF5OXLlzsVFxeXAQAUFhYa3rt3r4TL5aq2b98+XiAQdA+XX0lJCcXDw2PYfQAA69evb4qMjHQ6cOBA97Rp0+QxMTEtTCazLzw8vNXPz4/L5XLpYrFYHhkZ2TJ16tQeqVRK+uijj2zy8/PLLC0t1WKxmH3s2LFx4eHh7fo0V65c2RobG2v/3nvvPQEAyMjIML18+fKDs2fPGldVVVEKCwvLdDodBAUFuVy6dMnIyclJJZVKKV999ZU0JSXl4e+t45dRWlpqIJPJyBiGKQEAqqurKbdu3aokEokwZcoU9r/+9a9aNzc35Y8//mgYExNj//PPP1dGR0fbi8VixdatW6vVajV0dHQQsrOzad999515fn5+mU6nA6FQyAsMDFRYWFhoHj58SElJSfnFx8ends6cOU5Hjx41XbduXevf/vY35hdffPFw7ty5nVFRUbZDy8bhcFQRERFPjIyMNNu2bWsEALhy5Yqxfn9kZKSj/vzY2FjG5s2bGYcP9/9bUavVuKKiorKTJ0+abNu2jTFr1qzKvXv3WpiYmGiKi4vLenp6cF5eXtzg4GA5wNPtCADAy8urp7Cw0HBomZAXQ5EeBEEQBEFGXUNDA5FOpw98ljR58uSu48ePW8THxzPy8vKopqam2szMTEORSKTQP9BZWVlphktLIpG0EggEcHNzU9rZ2Snv379PiYyMbLt27ZqJUqnEHTx40CIsLGxUFmINCwtrAwAQiUTdMpmMDACQmZlp/MUXX1hzuVzM19eXo1QqcVVVVQYqlQoXFhbGZLPZ2OLFi52rq6sp+nTc3d279Nf1KmbMmOHMYrH4M2fOdP712uVVVVVFq1evbq6oqKAKhUKsrq6O6Ozs3FdVVVW8bdu2R3g8HubMmcPJyMig37x503Dy5MkKBoOhJpFIsHTp0tYbN24YDc5j6tSpPS0tLUSpVEr66aefqCYmJhoWi6W6fPmycVZWljGGYdivER1KeXk5BQDA2tpaFRgY2PV76nYkOBxu4O/z58+bcrlcbNmyZU579+6t1beJhQsXthGJROjo6MDfu3fPaPHixc5cLhdbt26dQ1NTEwkAICcnh/7uu+8+AQAgEolgbm6uyczMNJozZ067sbGx1sTERDt37ty269ev0wEAbGxslD4+Pj0AAB4eHt1SqZTc0tJCUCgUhLlz53YCAKxZs6blVa5l6Plr165t+fnnnwfqf/HixW0AAD4+Pl2PHj0yAAC4du2a8alTp8y5XC7m4eHBa2trI5aWllIAnm1HRCIRSCSSrq2tDT3DvyIU6UEQBEGQ19zzIjJjxdDQUKtSqQYezGbPnt2ZlZVVcebMGZPIyEjHjRs3NpqamqoHP/COZOgxOBwO6HS6ViwWy7/77rtx586dM8vPzy8djXJTKBQdAACRSNSp1WocAIBOp4O0tLQqgUCgHHxsfHw8Y/z48X1nzpyp0Wq1QKVShfp9NBptYHyNm5tbT3p6uulw+fH5/N7s7OyBh+KrV69WZ2Vl0RISEuz026ysrDTR0dGt0dHRrQEBAS5XrlwxioyMbKdSqbolS5bIlyxZIreysuo7e/bsuKCgIMXLXGdwcHBbSkqKaUNDA0kikbTqrzM2Nrb+3XfffaoDWVFRYTD4en4PU1NTdXNzM8Ha2loN0N9JMDMzG+gc68f0DD3PyMhIC9A/gQOdTleXl5e/1P3W6XQj7jMwMBjYSSAQdD09PXidTvdMextNg9oXaDQaffvC7dmz56FEIpEPPvbChQv04eq9r68PR6PRRr4wZFiol4ggCIIgyKiztLTUaDQaXHd3Nw4AoLKy0sDGxqbvnXfeaV65cmXz3bt3aQEBAV25ubl0/axjI33edvbsWVONRgMlJSVkmUxGFggEvQAA0dHRzZs3b7YTCARd+ojA9evXaaGhoczRvJaAgAD5nj17rLTa/ufPW7duUQEAOjo6CNbW1n0EAgG+/PJLc41m2EAVBAcHK1QqFW7wbGQ3btygff/990Zr165tuXPnjlFqaqqJfl9XV9fA89m5c+foCoUCDwDQ1taGr62tJTs6Oqpu3rxJk0qlJID+jkBRURHVwcFB5efn15Wbm0uvr68nqtVqOH36tNm0adM6h5YpPDy89cyZM2YXLlwwXblyZRsAwOzZs+XHjh2z6OjowAMA1NTUkB4/fjzsC/LQ0FDm9evXX/mTSR8fH8XXX39tDtA/liU1NdV82rRpL9VRAwAwMzPT2traqg4fPmwK0D+xwk8//UQFAJg6dapi165dlvq0W1tb8dOnT++8ePHiOIVCgZfL5fiLFy+aBgQEjJifhYWFxsjISPPDDz8YAQB88803w46fodPpGoVC8Ux7NTc31xgbG2v043W+/vpr8ylTpjxT/4PNmDGj48CBA5ZKpRIHAFBYWEiWy+XDPqM3NDQQTE1N1WQyGXV6XhGK9CAIgiAIMib8/Pw6rly5YrRgwQLFDz/8QE9KSppAJBJ1NBpNk5qaWsNgMNRJSUnS0NBQF61WC+bm5n05OTkPhqbj4uKiFIlEnJaWFtLevXtr9W+5xWJxt6GhoWb16tUDkQmpVEqmUqnDPhDW1NSQrays3PW/P/vss5eKgCUmJta99dZb9lwuF9PpdDhbW1vl9evXq2JjY5skEolzenq6qa+vr4JKpQ4bDcHj8XDu3LnqdevW2e3du3cCmUzW2draKvft2yczMjLSZWRkVMXGxtpu3rzZ3sLCos/Q0FCzZcuWOgCA27dv0+Li4uwJBIJOp9PhwsPDm/39/bvT0tKMo6KiHPTRtIkTJ3a99957TTQaTbd169bH/v7+bJ1OhwsMDOxYuXJl+9AyeXp69nZ1deGtrKxUDg4OfQAACxculJeUlFC8vLy4AP3RqtTU1BoikfhMfZaVldHs7OxeOHdyaGgoS3/+pEmTOlNSUmojIyPtORwOptPpYPr06fKYmJhX+oTs+PHjv6xdu9Zh586d1mq1GhcaGto6ZcqUngMHDjyMjIx0YLPZFng8Hvbv318bFBTUFRYW1jJp0iQeAEB4ePiTqVOn9lRUVIw4GcPXX38tffPNN5lUKlU7ffp0+XDHSCSS9kWLFjlfunRp3N69e5+KTB05cqQmJibGYePGjXh7e3vl8ePHpc+7nri4uGapVEp2c3Pj6XQ6nJmZWd/Fixerhzv20qVLxoGBgX/IzIavG9zzwn4IgiAIgvw1FRQUSAUCwaiMc/mtbt26Rd21a9eE9PT0mt+ahkQiYc6bN69j9erVbUP3SaVS0rRp0zjV1dXF+lnMoqKibNesWdMyGpMaIMNrbW3Fr1ixgnnp0qVf/tNl+W8zc+ZM5127dj0a+qkl0q+goMBCIBAwh9uHIj0IgiAIgoyJqVOn9ty+fVuuVqvhVdfqeZH9+/ebb9++3WbHjh2ywWvGJCcnPxrVjJBnmJmZaVGH54/X29uLCwkJaUcdnt8GRXoQBEEQ5DX0Z4j0IAiC/JGeF+lBExkgCIIgCIIgCPJaQ50eBEEQBEEQBEFea6jTgyAIgiAIgiDIaw11ehAEQRAEQRAEea2hTg+CIAiCIGOis7MT5+XlxVGr1a90XmpqqsmWLVsmjGZZKioqDFgsFn/o9tjYWEZ6ejp9NPMazsOHD4nz5s1zsrOzc3V2dub7+/u7FBYWkgEAioqKyAEBAS52dnaufD6f5+3tzb506ZIRAIBMJiMGBAS4cDgcTH8eQP+CpJGRkXYsFovPZrMxV1dXnn6R15HY2Ni41dfXj+nMvRKJhHnkyBHT0UrvwoUL9ICAAJfh9vn7+7s0NzcTAAAIBIKQy+ViLBaLP3v2bCf9gq7/SSKRiJOVlUUD+H9lbW5uJiQmJlrqj5FKpaRZs2Y5jXVZ3nrrLdtz586NeTv/M/uPNwgEQRAEQV5P+/btswgJCWl71emqV6xY0bFjx46GMSrWU/bu3Vu3YMECxVilr1arQavVQkhIiIufn59CJpMVV1dXl3z22WeP6+rqSN3d3bjg4GDWm2+++UQmkxWXlJSU7d+//+GDBw/IAACbN2+2mT59uryioqK0urq65PPPP38MAHDo0CGzhoYGUnl5eUllZWVpRkZGlbm5uWasrkNPq9WCRjPm2byUGzduVFlYWGgAAMhksra8vLz0wYMHJSQSSbdnzx7Lwce+asd7tOnL2tLSQvj666/H67czmcy+y5cvj+n032q1GhISEpp27tw5qi8S/mpQpwdBEARBkDFx6tQp8yVLlrQDANTW1pI8PT05+rfxly9fNgIASEtLM8YwjMfhcLApU6awAQCSkpLMIyIi7AH6IwdhYWH2QqGQw2QyXY8fP24CACAUCjk5OTlUfV6TJk3i5ubmUp8pxAsMjkzY2Ni4xcXFMTAM47HZbOzevXsUAAC5XI5fvHgx09XVlcfj8bCUlJRxAP3RI6FQyMEwjIdhGO/q1auGAP3RCW9vb3ZwcLAjh8PhX7hwgU4kEnWbNm16os/Xx8enZ9asWZ3JycnmkyZN6lyxYkWHfp+Xl1fvxo0bWwAAGhoaSHZ2dir9Pv2iq/X19SQrK6s+/RpFzs7OfZaWlhoAgOTkZDM2m42xWCx+TEyMzdBrjomJsRkcbYiPj2f84x//sAIA+PDDD61cXV15bDYbi4uLY+iv08nJib9y5Up7Pp+PVVdXPzeipJeQkGDt6urKY7FY/OXLlztotVoAACguLib7+PiwORwOhmEYr6SkhKzVaiEqKspWH7n66quvBqJFCoWCMGPGDGdnZ2d+WFiYvb7TNVLkytfXt7Oqqoo89D6o1WqIioqy1V/frl27LPTnfPDBB1ZsNhvjcDjYunXrbAAAcnJyqAKBgMtms7EZM2Y4P3nyhADQH8GJiYmxcXNz4zGZTFd9W+7s7MTNmzfPic1mY3PnznXq7e3F6dPXl/Wdd96xlclkZC6Xi0VFRdkOjkB2d3fjFi1axGSz2RiPx8POnz9PB+j/9zBz5kxnsVjMcnBwcI2OjrbVp3v27FnjiRMncjEM482ePdupo6MDr88vISHBWigUcg4fPmzKZrNV7e3txIcPH/7XrtH5X3vhCIIgCPLfYk3GGrvipmLaaKbpOt61+/D8w7KR9vf29uJkMhmZw+GoAAAOHz5sFhgY2LFz584GtVoNCoUCX1dXR9ywYQMzMzOznMvlqhobGwnDpSWTych5eXkVpaWl5KCgIM78+fOLIiMjmw8dOmTh4+MjKywsJKtUKpy+Q/B7WFhYqEtLS8sSExMtExMTrU6ePFm7ZcsW64CAAPnp06elzc3NBE9PT15ISIicwWCos7OzK2k0mq6oqIi8fPlyp+Li4jIAgMLCQsN79+6VcLlc1fbt28cLBILu4fIrKSmheHh4DLsPAGD9+vVNkZGRTgcOHOieNm2aPCYmpoXJZPaFh4e3+vn5cblcLl0sFssjIyNbpk6d2iOVSkkfffSRTX5+fpmlpaVaLBazjx07Ni48PLxdn+bKlStbY2Nj7d97770nAAAZGRmmly9ffnD27FnjqqoqSmFhYZlOp4OgoCCXS5cuGTk5OamkUinlq6++kqakpDx82bp89913m3bv3l0PALBgwQLHEydOmISFhXWEhYU5JiQkNERERLR3d3fjNBoN7ujRo+OKioqoZWVlJfX19USRSMSbOXNmJwBAUVGR4b1794rZbLbKz8+PdfToUdPVq1e3DZdnX18f/PDDD8YzZ86UD70Pu3fvtjAxMdEUFxeX9fT04Ly8vLjBwcHywsJCyvfff2+an59fTqfTtfp2GBkZ6fjFF188nDt3bmdsbCxj8+bNjMOH+9u8Wq3GFRUVlZ08edJk27ZtjFmzZlXu3r17PJVK1VZWVpbm5uZSp06dig0t3549ex7NmzePWl5eXgrQ36HU79u5c+d4AIDKysrSe/fuUebMmcOqrq4uBgAoLS2lFRQUlFKpVK2Li4trQkJCo6GhoW7Hjh3WWVlZlcbGxtr3339/wieffGKlr3MKhaLNz8+v0Kfv5ubW/eOPPxpFRka2w38hFOlBEARBEGTUNTQ0EOl0+sA3RZMnT+46fvy4RXx8PCMvL49qamqqzczMNBSJRAoul6sCALCyshr2uymJRNJKIBDAzc1NaWdnp7x//z4lMjKy7dq1ayZKpRJ38OBBi7CwsFFZiDUsLKwNAEAkEnXLZDIyAEBmZqbxF198Yc3lcjFfX1+OUqnEVVVVGahUKlxYWBiTzWZjixcvdq6urqbo03F3d+/SX9ermDFjhjOLxeLPnDnT+ddrl1dVVRWtXr26uaKigioUCrG6ujqis7NzX1VVVfG2bdse4fF4mDNnDicjI4N+8+ZNw8mTJysYDIaaRCLB0qVLW2/cuGE0OI+pU6f2tLS0EKVSKemnn36impiYaFgslury5cvGWVlZxhiGYb9GdCjl5eUUAABra2tVYGBg16tcy6VLl+ju7u5cNpuN5eTk0IuLi6ltbW34xsZGg4iIiHYAABqNpqPT6drs7Gz6kiVLWolEItjZ2am9vb07b968SQMAcHNz68IwTEUkEmHJkiWt2dnZRkPzUiqVeC6Xi7m5uWG2traqt99+u3nofbh27ZrxqVOnzLlcLubh4cFra2sjlpaWUq5evWq8cuXKZjqdrgXob4ctLS0EhUJBmDt3bicAwNq1a1t+/vnngXwXL17cBgDg4+PT9ejRIwMAgJs3bxqFh4e3APRH5Nhs9oid2eHk5OQYRUREtAAAeHh49DIYDFVRUREFAMDX11dubm6uodFoOhcXl97q6mpyZmamYXV1NUUkEnG5XC524sQJ84cPHw50oiIiIp7qGFpaWqofP378UlG61xGK9CAIgiDIa+55EZmxYmhoqFWpVAMvV2fPnt2ZlZVVcebMGZPIyEjHjRs3NpqamqpxONzzkgEAgKHH4HA4oNPpWrFYLP/uu+/GnTt3ziw/P790NMpNoVB0AABEIlGnVqtxAAA6nQ7S0tKqBAKBcvCx8fHxjPHjx/edOXOmRqvVApVKFer30Wg0rf5vNze3nvT09GEH9/P5/N7BD/FXr16tzsrKoiUkJNjpt1lZWWmio6Nbo6OjWwMCAlyuXLliFBkZ2U6lUnVLliyRL1myRG5lZdV39uzZcUFBQS81Pik4OLgtJSXFtKGhgSSRSFr11xkbG1v/7rvvPtWBrKioMBh8PS+ju7sb98477zjk5uaWuri49MXHxzN6e3vxOp1u2ONH2g4w/P0fSj+mZ+j2weXW6XS4PXv2PJRIJPLBx1y8eNH4ZdrhYIPaCWg0moGTXzWdwZ5XBwYGBgM7CQSCrq+vD6fT6cDX11d+/vz5muHO0Xfi9Hp7e3FUKvWV7uPrBEV6EARBEAQZdZaWlhqNRoPr7u7GAQBUVlYa2NjY9L3zzjvNK1eubL579y4tICCgKzc3l66fdWykz9vOnj1rqtFooKSkhCyTycgCgaAXACA6Orp58+bNdgKBoEsfJbp+/TotNDSUOZrXEhAQIN+zZ4+VfkzKrVu3qAAAHR0dBGtr6z4CgQBffvml+UgD/IODgxUqlQq3Z8+egTEkN27coH3//fdGa9eubblz545RamqqiX5fV1fXwPPZuXPn6PqZyNra2vC1tbVkR0dH1c2bN2lSqZQE0D+TW1FREdXBwUHl5+fXlZubS6+vryeq1Wo4ffq02bRp0zqHlik8PLz1zJkzZhcuXDBduXJlGwDA7Nmz5ceOHbPQjwupqakhPX78eNgX5KGhoczr16+P+Mlkd3c3HgBgwoQJ6o6ODvz58+dNAQDMzMy0EyZMUB07dmwcAEBPTw9OoVDg/f39FWlpaWZqtRrq6uqIeXl5RmKxuAug//O28vJyA41GA2lpaWZisfg3TTwxY8aMjgMHDlgqlUocAEBhYSFZLpfjZ82aJT927JiFvp4bGxsJ5ubmGmNjY41+vM7XX39tPmXKlGfqcTBfX9/OlJQUMwCA27dvUyorK5+pHxMTE83g+zvS+YWFheT6+noDd3f33pHymzZtWtedO3eMiouLyQAACoUCr58RcDjV1dUUgUDwuz8B/atCkR4EQRAEQcaEn59fx5UrV4wWLFig+OGHH+hJSUkTiESijkajaVJTU2sYDIY6KSlJGhoa6qLVasHc3LwvJyfnwdB0XFxclCKRiNPS0kLau3dvLY1G0wEAiMXibkNDQ83q1asHIhNSqZRMpVKHfWVeU1NDtrKyctf//uyzz14qApaYmFj31ltv2XO5XEyn0+FsbW2V169fr4qNjW2SSCTO6enppr6+voqR3qLj8Xg4d+5c9bp16+z27t07gUwm62xtbZX79u2TGRkZ6TIyMqpiY2NtN2/ebG9hYdFnaGio2bJlSx0AwO3bt2lxcXH2BAJBp9PpcOHh4c3+/v7daWlpxlFRUQ76aNrEiRO73nvvvSYajabbunXrY39/f7ZOp8MFBgZ2rFy5sn1omTw9PXu7urrwVlZWKgcHhz4AgIULF8pLSkooXl5eXID+KElqamoNkUh8pj7LyspodnZ2fUO3q9VqHJlM1lpYWGhWrFjxBMMwvq2trUogEAx8GpeSklKzdu1ah08++YRBIpF0p0+frg4PD2/Pyckx4vF4fBwOp/v4448f2dvbqwsLC2HixImd77zzjm15eTnV29tbMXh80quIi4trlkqlZDc3N55Op8OZmZn1Xbx4sXrRokXyu3fv0iZOnMgjkUi6oKCgjv379z8+cuRITUxMjMPGjRvx9vb2yuPHj0ufl35CQkLTsmXLHNlsNsbn87vd3Nye+RxwwoQJGqFQ2MlisfjTp0/viI+Pb9Lv27RpU1N4eLgDm83GCAQCJCcnS0dqywAADAZDnZycLF22bJmTSqXCAQD84x//eOzu7q4ceqxSqcRJpVKyn5/fK32i+DrBPS+UhiAIgiDIX1NBQYFUIBCMyjiX3+rWrVvUXbt2TUhPTx/285uXIZFImPPmzesYbuC6VColTZs2jVNdXV2sn8UsKirKds2aNS2jMakBMrzW1lb8ihUrmJcuXXpqqmWNRgPu7u68b7/9tsbT03PECAXyxzt69Oi4/Px82j//+c+6/3RZxlJBQYGFQCBgDrcPfd6GIAiCIMiYmDp1as+0adPkY7FGyv79+80nT57M27p162N9hwcAIDk5+RHq8IwtMzMz7dAOj1QqJbHZbP6kSZO6UIfnz0etVuM+/PDDxv90Of6TUKQHQRAEQV5Df4ZID4IgyB8JRXoQBEEQBEEQBPmvhTo9CIIgCIIgCIK81lCnB0EQBEEQBEGQ1xrq9CAIgiAIgiAI8lpDnR4EQRAEQcZEZ2cnzsvLi/Oqs7elpqaabNmyZcJolqWiosKAxWLxh26PjY1lpKen00czr+E8fPiQOG/ePCc7OztXZ2dnvr+/v4t+IcmioiJyQECAi52dnSufz+d5e3uzL126ZAQAIJPJiAEBAS4cDgfTnwfQPz10ZGSkHYvF4rPZbMzV1ZWnX+R1JDY2Nm719fVojcaXcOHCBXpAQIALwNPt8dixY+Py8/Mp+uP+iPYjEok4WVlZNAAAHx8f9pMnT4ZdxBd5PtTwEQRBEAQZE/v27bMICQlpIxJf7XFjxYoVHQDQMTaletrevXvHdN0StVoNeDweQkJCXMLCwlouXLjwCwBATk4Ota6ujuTi4qIKDg5mffrpp7Jfrxtu375N+emnnwxnz57duXnzZpvp06fLP/zwwyYAgNzcXCoAwKFDh8waGhpI5eXlJQQCAaqrq0nGxsbDLo46mrRaLeh0Ohg8Tfgfoa+vD0gk0h+ap97g9pienj5OrVZ3CIXCXoCxbz9DLV++vGX37t2WO3fubPgj830doEgPgiAIgiBj4tSpU+ZLlixpBwCora0leXp6crhcLsZisfiXL182AgBIS0szxjCMx+FwsClTprABAJKSkswjIiLsAfoXJw0LC7MXCoUcJpPpevz4cRMAAKFQyMnJyaHq85o0aRJX3yF4FRKJhHnkyBFTgP5ISFxcHAPDMB6bzcbu3btHAQCQy+X4xYsXM11dXXk8Hg9LSUkZB9AfPRIKhRwMw3gYhvGuXr1qCNAfJfD29mYHBwc7cjgc/oULF+hEIlG3adOmJ/p8fXx8embNmtWZnJxsPmnSpE59hwcAwMvLq3fjxo0tAAANDQ0kOzs7lX6ffg2i+vp6kpWVVZ++8+Hs7NxnaWmpAQBITk42Y7PZGIvF4sfExNgMveaYmBibxMRES/3v+Ph4xj/+8Q8rAIAPP/zQytXVlcdms7G4uDiG/jqdnJz4K1eutOfz+Vh1dfWIEaXBUYn6+nqijY2NG0D/PZ05c6azWCxmOTg4uEZHR9vqz6HRaB5r1661xTCMN2XKFHZdXR1Rn9aGDRtsvLy8ONu3b7fKzs6meXl5cfh8Ps/X15dVW1tLAgAoLi4m+/j4sDkcDoZhGK+kpISs1WohKirKVh8J++qrr0z190YkEnFmzZrl5OjoyA8JCXHUavv7imlpacaOjo58oVDISUtLG6cvn749Xr161fDatWvjPvjgA1sul4uVlJSQB7efjIwMOo/Hw9hsNrZ48WJmT08P7re0q87OTty8efOc2Gw2NnfuXKfe3l6cvizLli1rP3v2rPlI9Y+MDEV6EARBEOQ1tyZjjV1xUzFtNNN0He/afXj+YdlI+3t7e3EymYzM4XBUAACHDx82CwwM7Ni5c2eDWq0GhUKBr6urI27YsIGZmZlZzuVyVY2NjcOGD2QyGTkvL6+itLSUHBQUxJk/f35RZGRk86FDhyx8fHxkhYWFZJVKhRuNRUktLCzUpaWlZYmJiZaJiYlWJ0+erN2yZYt1QECA/PTp09Lm5maCp6cnLyQkRM5gMNTZ2dmVNBpNV1RURF6+fLlTcXFxGQBAYWGh4b1790q4XK5q+/bt4wUCQfdw+ZWUlFA8PDyG3QcAsH79+qbIyEinAwcOdE+bNk0eExPTwmQy+8LDw1v9/Py4XC6XLhaL5ZGRkS1Tp07tkUqlpI8++sgmPz+/zNLSUi0Wi9nHjh0bFx4e3q5Pc+XKla2xsbH277333hMAgIyMDNPLly8/OHv2rHFVVRWlsLCwTKfTQVBQkMulS5eMnJycVFKplPLVV19JU1JSHv7Wui0tLaUVFBSUUqlUrYuLi2tCQkKji4tLX09PD37SpEndX3311aOEhATr9957j3H06NGHAADt7e2E27dvVyiVStzkyZM533//fRWDwVB/9dVXpgkJCTanT5+WhoWFOSYkJDRERES0d3d34zQaDe7o0aPjioqKqGVlZSX19fVEkUjEmzlzZicAQFlZGfX+/fu/MJnMPqFQyL169aqRWCzu2rBhA/Pq1asVfD5fOW/ePKeh5Z8xY0ZXUFBQ+7x58zpWr17dNnhfd3c3LioqyvHKlSsV7u7uytDQUOauXbsst27d2gTwau3qf/7nfyypVKq2srKyNDc3lzp16lRMn4+lpaVGpVLhGhoaCBMmTND81nvx3whFehAEQRAEGXUNDQ1EOp0+MJhn8uTJXcePH7eIj49n5OXlUU1NTbWZmZmGIpFIweVyVQAAVlZWwz7ESSSSVgKBAG5ubko7Ozvl/fv3KZGRkW3Xrl0zUSqVuIMHD1qEhYWNykKsYWFhbQAAIpGoWyaTkQEAMjMzjb/44gtrLpeL+fr6cpRKJa6qqspApVLhwsLCmL++2Xeurq4eGOvh7u7epb+uVzFjxgxnFovFnzlzpvOv1y6vqqoqWr16dXNFRQVVKBRidXV1RGdn576qqqribdu2PcLj8TBnzhxORkYG/ebNm4aTJ09WMBgMNYlEgqVLl7beuHHDaHAeU6dO7WlpaSFKpVLSTz/9RDUxMdGwWCzV5cuXjbOysowxDMN+jehQysvLKQAA1tbWqsDAwK7fU7e+vr5yc3NzDY1G07m4uPRWV1eTAQDweDy8+eabrQAAa9asacnLyxso7/Lly1sBAAoLC8kPHjygTp8+nc3lcrFdu3ZZ19XVkdra2vCNjY0GERER7QAANBpNR6fTtdnZ2fQlS5a0EolEsLOzU3t7e3fevHmTBgDg5ubW5ezs3EcgEIDP53dXV1cb3L9/n2Jra6t0c3NT4vF4WLFiRcurXFtBQQHF1tZW6e7urgQAiIyMbLl58+bAWJ9XaVc3b940Cg8PbwHoj+yx2eynOsXm5ubqhw8fPnf8FvIsFOlBEARBkNfc8yIyY8XQ0FCrUqkGXq7Onj27Mysrq+LMmTMmkZGRjhs3bmw0NTVV43C45yUDAABDj8HhcECn07VisVj+3XffjTt37pxZfn5+6WiUm0Kh6AAAiESiTq1W4wAAdDodpKWlVQkEAuXgY+Pj4xnjx4/vO3PmTI1WqwUqlSrU76PRaAPja9zc3HrS09NNh8uPz+f3ZmdnDzzkX716tTorK4uWkJBgp99mZWWliY6Obo2Ojm4NCAhwuXLlilFkZGQ7lUrVLVmyRL5kyRK5lZVV39mzZ8cFBQUpXuY6g4OD21JSUkwbGhpIEomkVX+dsbGx9e++++5THciKigqDwdfzPEQiUafR9Pddu7u7n7pxBgYGOv3fBAJB19fXN+zNH3y/6XS69tey4VxcXHru379fPvjY1tbWYV/g63S64TYDAACZTB5cDtDf55dpiyN5Xn4Ar9auXlQWpVKJe9n7gfw/KNKDIAiCIMios7S01Gg0Gpz+wbeystLAxsam75133mleuXJl8927d2kBAQFdubm5dP2sYyN93nb27FlTjUYDJSUlZJlMRhYIBL0AANHR0c2bN2+2EwgEXfoo0fXr12mhoaHM0byWgIAA+Z49e6z0Yz9u3bpFBQDo6OggWFtb9xEIBPjyyy/N9Q/7QwUHBytUKhVuz549FvptN27coH3//fdGa9eubblz545RamqqiX5fV1fXwPPZuXPn6AqFAg8A0NbWhq+trSU7Ojqqbt68SZNKpSSA/pncioqKqA4ODio/P7+u3Nxcen19PVGtVsPp06fNpk2b1jm0TOHh4a1nzpwxu3DhgunKlSvbAABmz54tP3bsmEVHRwceAKCmpob0+PHjYV+Qh4aGMq9fv/7MJ5N2dnbKvLw8QwCA1NTUYTt6Q2m1WtCPi/nmm2/MRSLRMx03d3f33tbWVuK1a9cMAfof/O/cuUMxMzPTTpgwQXXs2LFxAAA9PT04hUKB9/f3V6SlpZmp1Wqoq6sj5uXlGYnF4hEjVRMnTux99OiRQUlJCRkA4MSJE2bDHWdkZKSRy+XPPD9PnDix9/HjxwbFxcVkAICjR4+ai8Xi53ZAR2pXvr6+nSkpKWYA/ZNaVFZWDtSzVquFJ0+ekDgczjMdJeT5UKQHQRAEQZAx4efn13HlyhWjBQsWKH744Qd6UlLSBCKRqKPRaJrU1NQaBoOhTkpKkoaGhrpotVowNzfvy8nJeTA0HRcXF6VIJOK0tLSQ9u7dW0uj0XQAAGKxuNvQ0FCzevXqgciEVColU6nUYV+719TUkK2srNz1vz/77LOXioAlJibWvfXWW/ZcLhfT6XQ4W1tb5fXr16tiY2ObJBKJc3p6uqmvr6+CSqUO+/Ydj8fDuXPnqtetW2e3d+/eCWQyWWdra6vct2+fzMjISJeRkVEVGxtru3nzZnsLC4s+Q0NDzZYtW+oAAG7fvk2Li4uzJxAIOp1OhwsPD2/29/fvTktLM46KinLQR9MmTpzY9d577zXRaDTd1q1bH/v7+7N1Oh0uMDCwY+XKle1Dy+Tp6dnb1dWFt7KyUjk4OPQBACxcuFBeUlJC8fLy4gL0R6tSU1NriETiM/VZVlZGs7Oz6xu6/b333mtcunSp04kTJ8zFYrH8ZeqXSqVqS0pKqHw+fwKdTtecPXv2l6HHUCgU3YkTJ6o3btxor1AoCBqNBhcTE9Po6enZm5KSUrN27VqHTz75hEEikXSnT5+uDg8Pb8/JyTHi8Xh8HA6n+/jjjx/Z29urCwsLhy0DjUbT7du3r3bevHkuZmZmam9v786ysrJnJsZYsWJFa0xMDPPgwYNWaWlp1YPPP3jwoHTx4sXOGo0GBAJBd0JCwpOh5w82UrtKSEhoWrZsmSObzcb4fH63m5vbQGft5s2bNA8Pj67/1Ex2f2W4F4XjEARBEAT56ykoKJAKBIJRGefyW926dYu6a9euCenp6TW/NQ2JRMIcbuA4AIBUKiVNmzaNU11dXayfxSwqKsp2zZo1LaMxqQEyvNbWVvyKFSuYly5deqZz8lvQaDSP7u7ue6OR1utu9erVdgsWLGifP3/+S33G+N+moKDAQiAQMIfbhyI9CIIgCIKMialTp/bcvn1brlar4VXX6nmR/fv3m2/fvt1mx44dssFrxiQnJz8a1YyQZ5iZmWlHq8ODvBpXV9ce1OH5bVCkB0EQBEFeQ3+GSA+CIMgf6XmRHjSRAYIgCIIgCIIgrzXU6UEQBEEQBEEQ5LWGOj0IgiAIgiAIgrzWUKcHQRAEQRAEQZDXGur0IAiCIAgyJjo7O3FeXl4ctVr9SuelpqaabNmyZcJolqWiosKAxWLxh26PjY1lpKen00czr+HIZDJicHCwo62trRufz+dNnDiRe/To0XEAABcuXKDjcDjhF198MbB46a1bt6g4HE64detWK4D+qbttbGzcuFwuxuFwsIyMjIEyi0QiDpPJdOVyuRiXy8VmzZrlBABQUFBAFolEHC6Xizk5OfGXL1/uAACgUCjwISEhjmw2G2OxWHyhUMjRL0g6EhqN5jEG1fIUkUjEycrKogEA2NjYuNXX1z815d/QMiQlJZlHRETYAwDEx8czxo8f787lcjEWi8UfvNjrf8qFCxfoAQEBLgBPt+ljx46Ny8/Pp+iP+yPaYF1dHVEsFrPGMo8/OzRlNYIgCIIgY2Lfvn0WISEhba86XfWKFSs6AKBjbEr1tL1799aNZfpqtRrweDwEBwe7hIWFtZw/f74GAKCystLg9OnT4/THsVisnrS0NNO4uLhmAICUlBQzDofz1FpD27dvf7R69eq28+fP0zds2OAwf/78Yv2+o0eP/uLn59c9+Pj169fbb9y4sVG/OGleXh4VAGDHjh3jx48f33fu3LkagP7OkYGBwZhP5zsWU5cPFh0d3bht27bGu3fvUgIDAznLli0rGDydeV9fH/ynFvUc3KbT09PHqdXqDqFQ2Asw9m2wr68PGAyG2srKqu/KlSuGM2fO7HrxWa8fFOlBEARBEGRMnDp1ynzJkiXtAAC1tbUkT09Pjv5N/OXLl40AANLS0owxDONxOBxsypQpbICn3+BLJBJmWFiYvVAo5DCZTNfjx4+bAAAIhUJOTk4OVZ/XpEmTuLm5udRnCvECEomEeeTIEVOA/uhCXFwcA8MwHpvNxu7du0cBAJDL5fjFixczXV1deTweD0tJSRkH0B89EgqFHAzDeBiG8a5evWoI0P+G39vbmx0cHOzI4XD458+fp5NIJN2mTZue6PNls9mq999/v0n/28bGRqVUKvEymYyo1Wrhxx9/NAkMDBy24xcYGNjZ1NT0wqf3pqYmkoODg0r/WyQS9QAA1NfXk2xsbPr02wUCgZJKpeoAAD766CMrFovFZ7FY/G3bto0fmubcuXOdTp48ORBFkUgkzG+++WacWq2GqKgoW1dXVx6bzcZ27dplMVxdvKjMo2HSpEm9BAIBGhoaiCKRiLNhwwYbLy8vzvbt262ys7NpXl5eHD6fz/P19WXV1taSAACKi4vJPj4+bA6Hg2EYxispKSFrtVqIioqyZbFYfDabjX311Vem+msSiUScWbNmOTk6OvJDQkIctVotAPS3Z0dHR75QKOSkpaWN05dJ36avXr1qeO3atXEffPCBLZfLxUpKSsiD22BGRgadx+NhbDYbW7x4MbOnpwcH8OptMykpyXz27NlO06dPdxGLxWwAgAULFrQfPXrU/I+4B39GKNKDIAiCIK+5NRlr7IqbimmjmabreNfuw/MPy0ba39vbi5PJZGQOh6MCADh8+LBZYGBgx86dOxvUajUoFAp8XV0dccOGDczMzMxyLperamxsJAyXlkwmI+fl5VWUlpaSg4KCOPPnzy+KjIxsPnTokIWPj4+ssLCQrFKpcN7e3j3Dnf8qLCws1KWlpWWJiYmWiYmJVidPnqzdsmWLdUBAgPz06dPS5uZmgqenJy8kJETOYDDU2dnZlTQaTVdUVERevny5U3FxcRkAQGFhoeG9e/dKuFyuavv27ePd3d27X5T3ggUL2o4dO2bq6enZ7ebm1k0mk4eNvpw5c8YkKCioffC2iIgIJwqFogUA8Pf3lycnJz9av35945w5c9geHh5dgYGBHevXr2+xsLDQvPXWW83z5s1jZ2RkmPr5+cnXrl3b4ubmpszOzqZ999135vn5+WU6nQ6EQiEvMDBQMXXq1IF6Xbp0aevJkydNly5d2tHb24u7deuW8bffflu7d+9eCxMTE01xcXFZT08PzsvLixscHCwfWhe/49a8tB9//NEQj8frrK2t1QAA7e3thNu3b1colUrc5MmTOd9//30Vg8FQf/XVV6YJCQk2p0+floaFhTkmJCQ0REREtHd3d+M0Gg3u6NGj44qKiqhlZWUl9fX1RJFIxJs5c2YnAEBZWRn1/v37vzCZzD6hUMi9evWqkVgs7tqwYQPz6tWrFXw+Xzlv3jynoWWbMWNGV1BQUPu8efM6Vq9e3TZ4X3d3Ny4qKsrxypUrFe7u7srQ0FDmrl27LLdu3doE8GptEwDg7t27RoWFhSVWVlYaAICpU6d2bdu2jTHW9f9nhTo9CIIgCIKMuoaGBiKdTh8YzDN58uSuqKgoZl9fH37RokVtPj4+PZcuXaKLRCKF/mFY/3A2lEQiaSUQCODm5qa0s7NT3r9/nxIZGdm2a9cua6VS+ejgwYMWYWFho7IQa1hYWBsAgEgk6j537pwpAEBmZqbxDz/8MC4pKWkCAIBSqcRVVVUZODg49P3tb39zKC0tpeLxeKitrSXr03F3d+8a6SE/PDzcPi8vz4hEIun0nSQAgIiIiFaJROJcXl5ODQsLa71586bR4PM++OAD2w8//NC2tbWVeOPGjbLB+4b7vO3tt99umT9/vjw9Pd34/Pnz47755hvL0tLSUh8fn56ampqi9PR046tXrxr7+Pjwbty4UZ6ZmWk0Z86cdmNjYy0AwNy5c9uuX79OH9zpWbRoUcemTZvse3p6cGfOnDERiUQKIyMj3bVr14zLy8tp+jpTKBSE0tJSioGBge55dfF74XC4gY7hwYMHrU6dOmVuaGioOXr06C94fP8HTcuXL28FACgsLCQ/ePCAOn36dDYAgFarBUtLy762tjZ8Y2OjQURERDsAAI1G0wGALjs7m75kyZJWIpEIdnZ2am9v786bN2/STExMtG5ubl3Ozs59AAB8Pr+7urragE6na2xtbZVubm5KAIAVK1a0HDp0yPJlr6WgoIBia2urdHd3VwIAREZGtvzv//7veABoAni1tgkAIBaL5YP/TTEYDHVTU5PBb6nn1wHq9CAIgiDIa+55EZmxYmhoqFWpVAOf0c+ePbszKyur4syZMyaRkZGOGzdubDQ1NVXjcLgXpjX0GBwOB3Q6XSsWi+XffffduHPnzpnl5+eXjka5KRSKDgCASCTq1Go1DgBAp9NBWlpalUAgUA4+9tfB831nzpyp0Wq1QKVShfp9NBpNq//bzc2tJyMjw1T/+9ixYw/r6+uJnp6evMHp2dvbq0kkki4rK8v48OHDD4d2erZv3/4oIiKi7dNPPx0fGRnpWFJS8lTHZzhMJrMvNja2JTY2toXFYvHv3LlDFYvF3SYmJtpVq1a1r1q1qj0iIgIyMjJMCATCC8f10Gg03eTJkxVnz541PnnypKm+Q6HT6XB79ux5KJFI5IOPv3DhAn1wXfweZDJZ29vbi9Pfo9bWVqKFhcVAx1o/pmfoeXQ6Xasvo4uLS8/9+/fLB+9vbW0ddriHTjdydQyOwhEIBNC3lZdpzyN5Xn4Ar9Y2b968aTi03ru7u3FkMnlU7sVfERrTgyAIgiDIqLO0tNRoNBpcd3c3DqB/4L6NjU3fO++807xy5crmu3fv0gICArpyc3Pp5eXlBgAAI33edvbsWVONRgMlJSVkmUxGFggEvQAA0dHRzZs3b7YTCARd+jfa169fp4WGhjJH81oCAgLke/bssdKP27h16xYVAKCjo4NgbW3dRyAQ4MsvvzTXaIYNVEFwcLBCqVTidu7cOfDWv7Ozc9hnsI8//vjxJ5988mikAf8EAgE++OCDJq1Wiztz5ozx88qdlpZmrFQqcQAADx8+JLa3txMcHBxUV65cMXzy5AkBoP8zxMrKSgqTyVRNnz698+LFi+MUCgVeLpfjL168aBoQEKAYmu6yZctav/nmG4vbt2/TFy5cKAcAmDFjRseBAwcs9fkVFhaS5XL5sNc4ZcoUdk1NzSvPKODt7a04ePCgGUD/zID//ve/TYOCgp4p30jc3d17W1tbideuXTME6I+K3Llzh2JmZqadMGGC6tixY+MAAHp6enAKhQLv7++vSEtLM1Or1VBXV0fMy8szEovFI04CMHHixN5Hjx4ZlJSUkAEATpw4YTbccUZGRprh6mbixIm9jx8/NiguLiYDABw9etRcLBY/9/pGapvDKS4uprDZ7N/9CehfFYr0IAiCIAgyJvz8/DquXLlitGDBAsUPP/xAT0pKmkAkEnU0Gk2Tmppaw2Aw1ElJSdLQ0FAXrVYL5ubmfTk5OQ+GpuPi4qIUiUSclpYW0t69e2t//fwIxGJxt6GhoWb16tUDn7ZJpVKyflD+UDU1NWQrKyt3/e/PPvvspSJgiYmJdW+99ZY9l8vFdDodztbWVnn9+vWq2NjYJolE4pyenm7q6+uroFKpw75Fx+PxcP78+er169fbJSUlTTAzM1PTaDTNRx999GjosTNmzHjhzFp4PB42b95ct3v37gn6yMrgMT1mZmbqnJycysuXLxsnJCTY69/uf/zxx4/s7e3V586dM9mwYYMDAIBWq8UFBQV1rFq1qg2Px0NYWFjLpEmTeAAA4eHhTwZ/2qYXGhoqj46OdgwKCmrXRx/i4uKapVIp2c3NjafT6XBmZmZ9Fy9erB56rkajgdraWrKlpeUL5zEXCASYPnISHBzceuDAAdmaNWscDh48aKXT6WDZsmUts2fP7nxROnoUCkV34sSJ6o0bN9orFAqCRqPBxcTENHp6evampKTUrF271uGTTz5hkEgk3enTp6vDw8Pbc3JyjHg8Hh+Hw+n09VdYWDhs+jQaTbdv377aefPmuZiZmam9vb07y8rKnumErFixojUmJoZ58OBBq7S0tOrB5x88eFC6ePFiZ41GAwKBoDshIeHJ0PMHG6ltDnfs1atX6bNmzfpDZkX8M8K9KJSGIAiCIMhfT0FBgVQgEIzKOJff6tatW9Rdu3ZNSE9Pr/mtaUgkEuZwg74BAKRSKWnatGmc6urqYv3UxFFRUbZr1qxpGY1JDZDRd/v2bUpycrLFoUOHnunwIWPL09OTc+nSpSpLS8vhQ5KvgYKCAguBQMAcbh+K9CAIgiAIMiamTp3ac/v2bflYrM+yf/9+8+3bt9vs2LFDNngtluTkZPQw/Sfm5eXV6+Xlhe7RH6yuro749ttvN77OHZ4XQZEeBEEQBHkN/RkiPQiCIH+k50V60EQGCIIgCIIgCIK81lCnB0EQBEEQBEGQ1xrq9CAIgiAIgiAI8lpDnR4EQRAEQRAEQV5rqNODIAiCIMiY6OzsxHl5eXHU6hcuyfKU1NRUky1btkwYzbJUVFQYsFgs/tDtsbGxjPT0dPpo5jUcmUxGDA4OdrS1tXXj8/m8iRMnco8ePToOAODChQt0HA4n/OKLLyz0x9+6dYuKw+GEW7dutQLon7rbxsbGjcvlYhwOB8vIyBgos0gk4jCZTFcul4txuVxs1qxZTgAABQUFZJFIxOFyuZiTkxN/+fLlDgAACoUCHxIS4shmszEWi8UXCoWcjo6O5z4T0mg0jzGolqeIRCJOVlYWbbTSS0pKMo+IiLAfbp+HhwcXoL9dUCiUSVwuF3N2duaHhYXZj7TI7B/JxsbGrb6+ngjwdFn1i7MCAGRlZdEiIyPtxros8+bNcyoqKiKPdT5jDXV6EARBEAQZE/v27bMICQlpe9XpqlesWNGxY8eOhjEq1lP27t1bt2DBgueuev97qNVq0Gq1EBwc7CIWizsfPXpUVFJSUnbq1KlfZDKZgf44FovVk5aWZqr/nZKSYsbhcJ5aa2j79u2PysvLS3fv3i3buHGjw+B9R48e/aW8vLy0vLy89PLly78AAKxfv95+48aNjeXl5aW//PJLSVxcXBMAwI4dO8aPHz++r7KysvTBgwclhw8flhoYGIz5dL6v2vkdS/fu3SvX/21nZ6f8te5KKisrqSkpKeMGH9vX1/eHl28wfVkfPHhAPnny5ECnx8/Pr/ubb755qQV2fyu1Wg0xMTFNn3766ai+hPhPQJ0eBEEQBEHGxKlTp8yXLFnSDgBQW1tL8vT05HC5XIzFYvEvX75sBACQlpZmjGEYj8PhYFOmTGEDPP2GXiKRMMPCwuyFQiGHyWS6Hj9+3AQAQCgUcnJycgZWu580aRI3NzeX+kwhXkAikTCPHDliCtD/dj0uLo6BYRiPzWZj9+7dowAAyOVy/OLFi5murq48Ho+H6R+KKyoqDIRCIQfDMB6GYbyrV68aAvRHbry9vdnBwcGOHA6Hf/78eTqJRNJt2rTpiT5fNputev/995v0v21sbFRKpRIvk8mIWq0WfvzxR5PAwMCO4cocGBjY2dTURHrRtTU1NZEcHBxU+t8ikagHAKC+vp5kY2Mz8CQvEAiUVCpVBwDw0UcfWbFYLD6LxeJv27Zt/NA0586d63Ty5EmTwfX3zTffjFOr1RAVFWXr6urKY7PZ2K5duyyGq4sXlVlvxYoV9q6urjwXFxd+XFwcQ7/9xo0bNA8PDy6Hw8Hc3Nx4bW1t+O7ubtyiRYuYbDYb4/F42Pnz5weiYI8fPyaJxWIWk8l0feedd6z124eLXJFIJBCJRJ0PHjwgJyUlmc+ePdtp+vTpLmKxmD1SG1Cr1fDWW2/ZstlsjM1mY59++ul4AICMjAw6j8fD2Gw2tnjxYmZPTw8OYOQ21tDQQJg6dSqLx+NhYWFhDoOXlNGX9f3337e5c+eOEZfLxT7++OPxFy5coAcEBLgAADQ2NhKCgoKc2Ww2JhAIBv4txMfHMxYvXswUiUQcW1tbt+3btw/c0y+//NLMzc2Nx+VysbCwMAd9p5RGo3nExsYy3N3duf/3f/9nNGvWrM7s7Gzj/3Tn7/dCi5MiCIIgyGtuTcYau+Km4lH7bAgAwHW8a/fh+YdHfMvc29uLk8lkZA6HowIAOHz4sFlgYGDHzp07G9RqNSgUCnxdXR1xw4YNzMzMzHIul6tqbGwkDJeWTCYj5+XlVZSWlpKDgoI48+fPL4qMjGw+dOiQhY+Pj6ywsJCsUqlw3t7ePcOd/yosLCzUpaWlZYmJiZaJiYlWJ0+erN2yZYt1QECA/PTp09Lm5maCp6cnLyQkRM5gMNTZ2dmVNBpNV1RURF6+fLlTcXFxGQBAYWGh4b1790q4XK5q+/bt493d3btflPeCBQvajh07Zurp6dnt5ubWTSaTh42+nDlzxiQoKKh98LaIiAgnCoWiBQDw9/eXJycnP1q/fn3jnDlz2B4eHl2BgYEd69evb7GwsNC89dZbzfPmzWNnZGSY+vn5ydeuXdvi5uamzM7Opn333Xfm+fn5ZTqdDoRCIS8wMFAxderUgXpdunRp68mTJ02XLl3a0dvbi7t165bxt99+W7t3714LExMTTXFxcVlPTw/Oy8uLGxwcLB9aFy97H/7nf/7nsZWVlUatVoOPjw8nNzeXKhAIelesWOGcmppa7e/v393a2oo3MjLSbt++3QoAoLKysvTevXuUOXPmsKqrq4v1eRcVFZUYGRlpPTw8sPnz53f4+fkNey8UCgU+KyvLeOvWrY8bGhpId+/eNSosLCyxsrLSbNiwwWa4NnDgwAHz2tpacklJSSmJRILGxkZCd3c3LioqyvHKlSsV7u7uytDQUOauXbsst27d2gQwfBt77733GFOmTOncvXt3/YkTJ0yOHz9uMbR8n3766eM9e/ZYXb9+vQqgv0Op37dp0yaGQCDovnbtWvW5c+foq1atciwvLy8FAKiqqqLk5ORUtLe3E3g8nuu77777pKSkhJyWlmZ2586dcjKZrFu5cqX9wYMHzTds2NDS09ODd3V17dm7d2+dPn0HB4fen3/+mSYWi1/Yjv+sUKQHQRAEQZBR19DQQKTT6QPfM02ePLnr+PHjFvHx8Yy8vDyqqampNjMz01AkEin0D8NWVlbDDqaQSCStBAIB3NzclHZ2dsr79+9TIiMj265du2aiVCpxBw8etAgLCxuVhVjDwsLaAABEIlG3TCYjAwBkZmYaf/HFF9ZcLhfz9fXlKJVKXFVVlYFKpcKFhYUxf32b71xdXU3Rp+Pu7t410kN+eHi4PYfDwVxdXXmDt0dERLT++9//NktJSTEPCwtrHXreBx98YGtra+sWFRXluHXr1vrB+wZ/3pacnPwIAODtt99uKSoqKlm4cGFrVlYW3cvLi9vT04Pz8fHpqampKYqLi2tobW0l+vj48O7evUvJzMw0mjNnTruxsbHWxMREO3fu3Lbr168/Nd5p0aJFHTk5OcY9PT24tLQ0E5FIpDAyMtJdu3bN+NSpU+ZcLhfz8PDgtbW1EUtLSykvqouRfPvtt2a/RtCwBw8eUAoKCiiFhYWU8ePH9/n7+3cDAJiZmWlJJBLk5OQYRUREtAAAeHh49DIYDFVRUREFAMDX11c+YcIEjZGRkW7u3LltmZmZRkPzkslkZC6Xi4lEIu7MmTM7lixZIgcAEIvFcn2bHKkN/Pjjj8bR0dFPSKT+wJuVlZWmoKCAYmtrq3R3d1cCAERGRrbcvHlzoB6Ha2M///wzfc2aNS0AAMuWLeswNjZ+pYFFeXl59L/97W8tAAAhISGK9vZ2YktLCwEAYObMme1UKlVnbW2tNjMz63v06BHx8uXL9OLiYppAIOBxuVzs5s2bxr/88gsZAIBAIEBkZGTb4PQtLCzUMpnshdHFPzMU6UEQBEGQ19zzIjJjxdDQUKtSqQZers6ePbszKyur4syZMyaRkZGOGzdubDQ1NVXjcLgXpjX0GBwOB3Q6XSsWi+XffffduHPnzpnl5+eXjka5KRSKDgCASCTq1Go1DgBAp9NBWlpalUAgUA4+Nj4+njF+/Pi+M2fO1Gi1WqBSqUL9PhqNptX/7ebm1pORkTEwXufYsWMP6+vriZ6enk91euzt7dUkEkmXlZVlfPjw4Yc3b9586gF9+/btjyIiIto+/fTT8ZGRkY4lJSVlL7oeJpPZFxsb2xIbG9vCYrH4d+7coYrF4m4TExPtqlWr2letWtUeEREBGRkZJgQC4YXjemg0mm7y5MmKs2fPGp88edJ0+fLlrb/WEW7Pnj0PJRKJfPDxFy5coA+ui5dRXl5usH//fqv8/PwyS0tLjUQiYfb29uJ1Oh3gcLhnyjj4U7Chhms7Q+nH9AzdPrjcI7WB4cr0vPIADN/GAADw+N8eixguT325BkcMCQQCqNVqnE6nwy1evLjlf//3fx8PPc/AwEA7dByeUqnEv+p9/LNBkR4EQRAEQUadpaWlRqPR4Lq7u3EAAJWVlQY2NjZ977zzTvPKlSub7969SwsICOjKzc2ll5eXGwD0j0sYLq2zZ8+aajQaKCkpIctkMrJAIOgFAIiOjm7evHmznUAg6NK/kb9+/TotNDSUOZrXEhAQIN+zZ4+VVtv/zHfr1i0qAEBHRwfB2tq6j0AgwJdffmk+0qxfwcHBCqVSidu5c6elfltnZ+ewz2Aff/zx408++eTRSJM/EAgE+OCDD5q0Wi3uzJkzxs8rd1pamrFSqcQBADx8+JDY3t5OcHBwUF25csXwyZMnBID+zxArKyspTCZTNX369M6LFy+OUygUeLlcjr948aJpQEDAM5M8LFu2rPWbb76xuH37Nn3hwoVyAIAZM2Z0HDhwwFKfX2FhIVkulw97jVOmTGHX1NSMGDVoa2sjUKlUrZmZmUYmkxEzMzNNAAAEAkFvY2OjwY0bN2i/Hofv6+sDX1/fzpSUFDN9vvX19Qbu7u69AAA3b940bmxsJHR2duIuXrw4zt/fv/N5dTaSkdpAUFCQ/ODBg5b68S6NjY2EiRMn9j5+/NiguLiYDABw9OhRc7FY/NzJMiZPnqw4fPiwOQDAqVOnjOVy+TP/FkxMTDSdnZ3D/huZPHmy4siRI+YA/R1NU1NTtZmZ2YidlFmzZskvXLhg+vjxY6K+3JWVlQYjHV9TU0P28PDofd41/NmhSA+CIAiCIGPCz8+v48qVK0YLFixQ/PDDD/SkpKQJRCJRR6PRNKmpqTUMBkOdlJQkDQ0NddFqtWBubt6Xk5PzYGg6Li4uSpFIxGlpaSHt3bu3lkaj6QAAxGJxt6GhoWb16tUDn7ZJpVKyflD+UDU1NWQrKyt3/e/PPvvspSJgiYmJdW+99ZY9l8vFdDodztbWVnn9+vWq2NjYJolE4pyenm7q6+uroFKpwz5k4vF4OH/+fPX69evtkpKSJpiZmalpNJrmo48+ejT02BkzZnS9qDx4PB42b95ct3v37gn6yMrgMT1mZmbqnJycysuXLxsnJCTYk8lkLQDAxx9//Mje3l597tw5kw0bNjgAAGi1WlxQUFDHqlWr2vB4PISFhbVMmjSJBwAQHh7+ZPB4Hr3Q0FB5dHS0Y1BQULs+ahEXF9cslUrJbm5uPJ1OhzMzM+u7ePFi9dBzNRoN1NbWki0tLZ+Zyk2j0QCFQtGJRKIeV1fXbhaLxbe3t1cKhcJOgP4ISWpqavXGjRvte3t78RQKRZuVlVW5adOmpvDwcAc2m40RCARITk6W6tuAp6dn59KlSx2lUilFIpG0jDSe50VGagNxcXFPKisryVwul08kEnWrVq16smXLlicHDx6ULl682Fmj0YBAIOhOSEh48qL0JRKJE4ZhvClTpnRaW1s/8zmgSCTqIRKJOg6Hg4WFhTULhcKBe7Nz5846/aeWVCpV+80339Q8Lz+hUNj7wQcfPA4MDGRrtVogkUi6pKSkh2w2+5l8ZTIZkUwm6xwcHP7SMxngXhSCQxAEQRDkr6egoEAqEAhGZZzLb3Xr1i3qrl27JqSnpz/3Aex5JBIJc968eR2rV69uG7pPKpWSpk2bxqmuri4mEPpfgEdFRdmuWbOmZTQmNUBG3+3btynJyckWhw4deqrD19PTg3N0dHQrKSkpMTc3/88vlIMM+Pjjj8cbGxtr4+Li/qP/n7yMgoICC4FAwBxuH4r0IAiCIAgyJqZOndpz+/ZtuVqthlddq+dF9u/fb759+3abHTt2yPQdHgAA/SB+5M/Jy8ur18vL66l79Osim46rV69uQh2eP59x48Zp1q1b1/KfLsfvhSI9CIIgCPIa+jNEehAEQf5Iz4v0oIkMEARBEARBEAR5raFOD4IgCIIgCIIgrzXU6UEQBEEQBEEQ5LWGOj0IgiAIgiAIgrzWUKcHQRAEQZAx0dnZifPy8uKo1c8syfJcqampJlu2bJkwmmWpqKgwYLFY/KHbY2NjGenp6fTRzGs4MpmMGBwc7Ghra+vG5/N5EydO5B49enQcQP9ikjgcTvjFF19Y6I+/desWFYfDCbdu3WoF0D91t42NjRuXy8U4HA6WkZExUGaRSMRhMpmuXC4X43K52KxZs5wAAAoKCsgikYjD5XIxJycn/vLlyx0AABQKBT4kJMSRzWZjLBaLLxQKOR0dHc99JqTRaB5jUC2vpaSkJPOIiAh7AIDPP//ccv/+/eb67VKpdGBR1qVLlzrk5+dTxrIsNjY2bvX19cTe3l6cp6cnR7+I6n8jNGU1giAIgiBjYt++fRYhISFtrzpd9YoVKzoAoGNsSvW0vXv31o1l+mq1GvB4PAQHB7uEhYW1nD9/vgYAoLKy0uD06dPj9MexWKyetLQ0U/1aKCkpKWYcDueptYa2b9/+aPXq1W3nz5+nb9iwwWH+/PnF+n1Hjx79ZejCm+vXr7ffuHFj48qVK9sBAPLy8qgAADt27Bg/fvz4vnPnztUA9HeODAwMxnw637GYuvzPnC8AwKZNmwYWJU1JSbGYOHFiD5PJ7AMAOHnyZO0fVQ4KhaLz9/eXHzp0yCwmJqb1j8r3zwRFehAEQRAEGROnTp0yX7JkSTsAQG1tLcnT05PD5XIxFovFv3z5shEAQFpamjGGYTwOh4NNmTKFDfD0m3KJRMIMCwuzFwqFHCaT6Xr8+HETAAChUMjJycmh6vOaNGkSNzc3l/pMIV5AIpEwjxw5YgrQ/1Y8Li6OgWEYj81mY/fu3aMAAMjlcvzixYuZrq6uPB6Ph6WkpIwD6I8eCYVCDoZhPAzDeFevXjUE6I/ceHt7s4ODgx05HA7//PnzdBKJpBv8AMxms1Xvv/9+k/63jY2NSqlU4mUyGVGr1cKPP/5oEhgYOGzHLzAwsLOpqYk03L7BmpqaSA4ODir9b5FI1AMAUF9fT7KxsRl45S8QCJRUKlUHAPDRRx9ZsVgsPovF4m/btm380DTnzp3rdPLkSZPB9ffNN9+MU6vVEBUVZevq6spjs9nYrl27LIari+eVVx+VAOhfu0ckEnEAAOLj4xmLFy9mikQijq2trdv27dvHA/TXv6OjI3/hwoVMNpuNzZo1y0mhUOD1aSUkJFgLhULO4cOHTc+ePWs8ceJELoZhvNmzZzvpI1s3btygeXh4cDkcDubm5sZra2vDd3d34xYtWsRks9kYj8fDzp8/Twfob5czZ850FovFLAcHB9fo6Ghbfdn/+c9/mjOZTFcvLy9OTk6OkX57fHw8Y+vWrVZHjhwxLS4upkVERDhxuVyss7MTJxKJOFlZWTQAgOTkZDN95C0mJsZGfz6NRvP4+9//bsPhcDCBQMCVyWREAIC6ujriG2+84ezq6spzdXXlXblyxRAAoKGhgTB16lQWj8fDwsLCHAYvTbNo0aL2EydOmD3vHrzOUKQHQRAEQV5zazLW2BU3FdNGM03X8a7dh+cflo20v7e3FyeTycgcDkcFAHD48GGzwMDAjp07dzao1WpQKBT4uro64oYNG5iZmZnlXC5X1djYSBguLZlMRs7Ly6soLS0lBwUFcebPn18UGRnZfOjQIQsfHx9ZYWEhWaVS4by9vXuGO/9VWFhYqEtLS8sSExMtExMTrU6ePFm7ZcsW64CAAPnp06elzc3NBE9PT15ISIicwWCos7OzK2k0mq6oqIi8fPlyp+Li4jIAgMLCQsN79+6VcLlc1fbt28e7u7t3vyjvBQsWtB07dszU09Oz283NrZtMJg8bfTlz5oxJUFBQ++BtERERThQKRQsA4O/vL09OTn60fv36xjlz5rA9PDy6AgMDO9avX99iYWGheeutt5rnzZvHzsjIMPXz85OvXbu2xc3NTZmdnU377rvvzPPz88t0Oh0IhUJeYGCgYurUqQP1unTp0taTJ0+aLl26tKO3txd369Yt42+//bZ27969FiYmJpri4uKynp4enJeXFzc4OFg+tC5+632pqqqi5OTkVLS3txN4PJ7ru++++wQAQCqVUpKTk6UzZ87sWrx4MXPXrl2W27ZtawQAoFAo2vz8/Ir6+npicHCwc1ZWVqWxsbH2/fffn/DJJ59Ybd++vWHFihXOqamp1f7+/t2tra14IyMj7fbt260AACorK0vv3btHmTNnDqu6uroYAKC0tJRWUFBQSqVStS4uLq4JCQmNJBIJEhMTGfn5+WVmZmYaHx8fjqur61P3e/Xq1W0HDhwYv3v3btnQiJxUKiV99NFHNvn5+WWWlpZqsVjMPnbs2Ljw8PD2np4e/JQpUzr37dv3ODo62nbfvn2Wn3/+eX1UVJRdfHx84xtvvNH54MEDgzfeeIP1yy+/lLz33nuMKVOmdO7evbv+xIkTJsePHx/4ZNLLy6unsLDQ8Lfeg7861OlBEARBEGTUNTQ0EOl0+sBgnsmTJ3dFRUUx+/r68IsWLWrz8fHpuXTpEl0kEin0D8NWVlaa4dKSSCStBAIB3NzclHZ2dsr79+9TIiMj23bt2mWtVCofHTx40CIsLGxUFmINCwtrAwAQiUTd586dMwUAyMzMNP7hhx/GJSUlTQAAUCqVuKqqKgMHB4e+v/3tbw6lpaVUPB4PtbW1ZH067u7uXSM95IeHh9vn5eUZkUgknb6TBAAQERHRKpFInMvLy6lhYWGtN2/eNBp83gcffGD74Ycf2ra2thJv3LhRNnjfcJ+3vf322y3z58+Xp6enG58/f37cN998Y1laWlrq4+PTU1NTU5Senm589epVYx8fH96NGzfKMzMzjebMmdNubGysBQCYO3du2/Xr1+mDOz2LFi3q2LRpk31PTw/uzJkzJiKRSGFkZKS7du2acXl5OU1fZwqFglBaWkoxMDDQPa8uXtbMmTPbqVSqjkqlqs3MzPoePXpEBACYMGGCaubMmV2/1mtLUlLSeABo/LU+2wAAMjMzDaurqykikYgLANDX14cTCoWdhYWFlPHjx/f5+/t3AwCYmZlpAQBycnKM/v73vzcBAHh4ePQyGAxVUVERBQDA19dXbm5urgEAcHFx6a2uriY3NTURJ0+erGAwGGoAgIULF7ZWVla+9FidmzdvGg4+f+nSpa03btwwCg8PbyeRSLply5Z1AAAIhcKua9euGQMA3Lp1y/jBgwcDkc3Ozk5CW1sb/ueff6afPXu2CgBg2bJlHVFRUQP/pohEIpBIJF1bWxve1NRU+8o34S8OdXoQBEEQ5DX3vIjMWDE0NNSqVKqBz+hnz57dmZWVVXHmzBmTyMhIx40bNzaampqqcTjcC9MaegwOhwM6na4Vi8Xy7777bty5c+fM8vPzS0ej3BQKRQcAQCQSdWq1GgcAoNPpIC0trUogECgHHxsfH88YP35835kzZ2q0Wi1QqVShfh+NRht4qHRzc+vJyMgw1f8+duzYw/r6eqKnpydvcHr29vZqEomky8rKMj58+PDDoZ2e7du3P4qIiGj79NNPx0dGRjqWlJQ81fEZDpPJ7IuNjW2JjY1tYbFY/Dt37lDFYnG3iYmJdtWqVe2rVq1qj4iIgIyMDBMCgfDCcT00Gk03efJkxdmzZ41Pnjxpunz58tZf6wi3Z8+ehxKJRD74+AsXLtAH18XzEAgEnVbbf2hPT89TQzAGR70IBALo781wbUOPTqdrfy0b+Pr6yvXjqfRyc3OpOBzumWse/EnYUIPHPhEIBF1fX9+w5XgVz8uPSCTq8Hi8/m8Y3Cbv3LlTZmRk9MzJ+uOH09fXh6PRaGM+fuvPCI3pQRAEQRBk1FlaWmo0Gg2uu7sbB9A/cN/GxqbvnXfeaV65cmXz3bt3aQEBAV25ubn08vJyAwCAkT5vO3v2rKlGo4GSkhKyTCYjCwSCXgCA6Ojo5s2bN9sJBIIufZTo+vXrtNDQUOZoXktAQIB8z549VvoH8lu3blEBADo6OgjW1tZ9BAIBvvzyS3ONZthAFQQHByuUSiVu586dlvptnZ2dwz6Dffzxx48/+eSTRyMNvCcQCPDBBx80abVa3JkzZ4yfV+60tDRjpVKJAwB4+PAhsb29neDg4KC6cuWK4ZMnTwgA/Z8hVlZWUphMpmr69OmdFy9eHKdQKPByuRx/8eJF04CAAMXQdJctW9b6zTffWNy+fZu+cOFCOQDAjBkzOg4cOGCpz6+wsJAsl8uHvcYpU6awa2pqnhmTZGtrq7p16xYNAODUqVOmz575rPr6eoNr164ZAgB89913Zj4+Pp1Dj5k2bVrXnTt3jIqLi8kA/bPXFRYWkgUCQW9jY6PBjRs3aAAAbW1t+L6+PvD19e1MSUkx019HfX29gbu7e+9IZfDz8+v6+eef6Q0NDQSlUon797//PWzZjYyMNB0dHc+0cT8/v67c3Fx6fX09Ua1Ww+nTp82mTZv2zHUM5uvrK9+5c+fAmCv9+LbJkycrDh8+bA4AcOrUKWO5XD6QX0NDA8HU1FQ90meTrzsU6UEQBEEQZEz4+fl1XLlyxWjBggWKH374gZ6UlDSBSCTqaDSaJjU1tYbBYKiTkpKkoaGhLlqtFszNzftycnIeDE3HxcVFKRKJOC0tLaS9e/fW6t9Ui8XibkNDQ83q1asHPm2TSqVk/aD8oWpqashWVlbu+t+fffbZS0XAEhMT69566y17LpeL6XQ6nK2trfL69etVsbGxTRKJxDk9Pd3U19dXQaVSh41o4PF4OH/+fPX69evtkpKSJpiZmalpNJrmo48+ejT02BkzZnS9qDx4PB42b95ct3v37gn6yMrgMT1mZmbqnJycysuXLxsnJCTYk8lkLQDAxx9//Mje3l597tw5kw0bNjgAAGi1WlxQUFDHqlWr2vB4PISFhbVMmjSJBwAQHh7+ZPCnbXqhoaHy6Ohox6CgoHZ9ZCwuLq5ZKpWS3dzceDqdDmdmZtZ38eLF6qHnajQaqK2tJVtaWj4zj/nWrVvroqOjmTt37uwTCoUvrAcAACcnp97Dhw+br1u3zsHR0VGZkJDwZOgxDAZDnZycLF22bJmTSqXCAQD84x//eOzu7q5MTU2t3rhxo31vby+eQqFos7KyKjdt2tQUHh7uwGazMQKBAMnJydKR2hQAgIODQ9/mzZvrJk+ezLO0tOxzd3fv1mg0z4R+IiIimv/+9787vPvuu9o7d+6UDT5/69atj/39/dk6nQ4XGBjYoZ9xbyT/+te/ZG+++aY9m83GNBoNztvbW+Hj4/MwMTGxTiKROGEYxpsyZUqntbX1wGeFly5dMh5pcoz/BrjnhdQQBEEQBPlrKigokAoEglEZ5/Jb3bp1i7pr164J6enpNS8+engSiYQ5b968jtWrV7cN3SeVSknTpk3jVFdXFxMI/S+0o6KibNesWdMyGpMaIKPv9u3blOTkZItDhw490+F7VRUVFQbz5s1jPXjwoGQ0yva6mzlzpvOuXbseDf1M83VSUFBgIRAImMPtQ5EeBEEQBEHGxNSpU3tu374tH4t1Uvbv32++fft2mx07dsj0HR4AgOTk5N/9MI2MHS8vr14vLy90j/5gvb29uJCQkPbXucPzIijSgyAIgiCvoT9DpAdBEOSP9LxID5rIAEEQBEEQBEGQ1xrq9CAIgiAIgiAI8lpDnR4EQRAEQRAEQV5rqNODIAiCIAiCIMhrDXV6EARBEAQZE52dnTgvLy+OWv3MkizPlZqaarJly5YJo1mWiooKAxaLxR+6PTY2lpGenk4fzbyGQ6PRPF5Unvj4eMbWrVutAAD+7//+z9Dd3Z3L5XIxJycnfnx8PON56SclJZlHRETYj37JX08ikYiTlZVFAwDw9/d3aW5uJjQ3NxMSExMHFpCVSqWkWbNmOY1lOS5cuEAPCAhwAQA4fvy4SVxc3HPvM/LboU4PgiAIgiBjYt++fRYhISFtrzpd9YoVKzp27NjRMEbFesrevXvrFixYoBir9F+1w6f3t7/9zTE5Obm2vLy8tLKysmTFihWto1y0YfX19f0R2Tzlt9bRaLlx40aVhYWFpqWlhfD111+P129nMpl9ly9f/uWPKsfSpUs7Ll++PE6hUKDn8zGAKhVBEARBkDFx6tQp8yVLlrQDANTW1pI8PT05XC4XY7FY/MuXLxsBAKSlpRljGMbjcDjYlClT2ABPRy0kEgkzLCzMXigUcphMpuvx48dNAACEQiEnJyeHqs9r0qRJ3NzcXOozhXgBiUTCPHLkiCkAgI2NjVtcXBwDwzAem83G7t27RwEAkMvl+MWLFzNdXV15PB4PS0lJGQfQH60RCoUcDMN4GIbxrl69agjQ//be29ubHRwc7MjhcJ6JLr2M1tZWor29fR8AAJFIBKFQ2AsA0NjYSAgKCnJms9mYQCB45ppbWloINjY2bhqNBgAAFAoFfsKECe5KpRJXUlJCFovFLD6fzxMKhRz99UkkEuabb75p6+3tzV63bp3tSGUaHJUAAIiIiLBPSkoyf17dxcfHMxYsWOA4efJktoODg+uePXsshqsjtVoNUVFRtq6urjw2m43t2rXLQp/PBx98YMVmszEOh4OtW7fOBgAgJyeHKhAIuGw2G5sxY4bzkydPCAD9EZyYmBgbNzc3HpPJdNW3s87OTty8efOc2Gw2NnfuXKfe3l6cPn0bGxu3+vp64jvvvGMrk8nIXC4Xi4qKsh0cjevu7sYtWrSIyWazMR6Ph50/f54O0N9WZ86c6SwWi1kODg6u0dHRA/V39uxZ44kTJ3IxDOPNnj3bqaOjAw/Q3+YdHR35QqGQk5aWNk5/PB6PBx8fH8XJkydNXradIC8PLU6KIAiCIK+5NRlr7IqbimmjmabreNfuw/MPy0ba39vbi5PJZGQOh6MCADh8+LBZYGBgx86dOxvUajUoFAp8XV0dccOGDczMzMxyLperamxsJAyXlkwmI+fl5VWUlpaSg4KCOPPnzy+KjIxsPnTokIWPj4+ssLCQrFKpcN7e3j2/97osLCzUpaWlZYmJiZaJiYlWJ0+erN2yZYt1QECA/PTp09Lm5maCp6cnLyQkRM5gMNTZ2dmVNBpNV1RURF6+fLlTcXFxGQBAYWGh4b1790q4XK7qt5TjrbfeauTxeK7e3t6KmTNndqxfv76FRqPpNm3axBAIBN3Xrl2rPnfuHH3VqlWO5eXlpfrzzM3NNVwut/vixYv04OBgxYkTJ0z8/f07yGSy7s0333T417/+Vevm5qb88ccfDWNiYux//vnnSgCA6upqyq1btyp/zyKyw9UdAEBZWRk1Pz+/TKFQEDw8PDCJRNIxtI52795tYWJioikuLi7r6enBeXl5cYODg+WFhYWU77//3jQ/P7+cTqdr9W0kMjLS8Ysvvng4d+7cztjYWMbmzZsZhw/3t0e1Wo0rKioqO3nypMm2bdsYs2bNqty9e/d4KpWqraysLM3NzaVOnToVG1r+PXv2PJo3bx5VX58VFRUG+n07d+4cDwBQWVlZeu/ePcqcOXNY1dXVxQAApaWltIKCglIqlap1cXFxTUhIaDQ0NNTt2LHDOisrq9LY2Fj7/vvvT/jkk0+stm3b1rBhwwbm1atXK/h8vnLevHlPfT7n6enZlZ2dbfTmm2+2/eYbgQwLRXoQBEEQBBl1DQ0NRDqdPvDd0uTJk7uOHz9uER8fz8jLy6OamppqMzMzDUUikULfMbCystIMl5ZEImklEAjg5uamtLOzU96/f58SGRnZdu3aNROlUok7ePCgRVhY2KgsxBoWFtYGACASibplMhkZACAzM9P4iy++sOZyuZivry9HqVTiqqqqDFQqFS4sLIzJZrOxxYsXO1dXV1P06bi7u3c9r8ODw+Geu3337t31P/30U1lQUJD81KlT5tOmTWMDAOTl5dH/9re/tQAAhISEKNrb24ktLS1PdRYXL17cdvz4cVMAgFOnTpktW7asraOjA3/v3j2jxYsXO3O5XGzdunUOTU1NJP05CxcufOXPEIcaru4AAGbPnt1uZGSks7a2Vk+ZMkWenZ1tCPB0HV27ds341KlT5lwuF/Pw8OC1tbURS0tLKVevXjVeuXJlM51O1wL0t5GWlhaCQqEgzJ07txMAYO3atS0///yz0eDrBwDw8fHpevTokQEAwM2bN43Cw8NbAAC8vb172Gx296tcW05OjlFEREQLAICHh0cvg8FQFRUVUQAAfH195ebm5hoajaZzcXHpra6uJmdmZhpWV1dTRCIRl8vlYidOnDB/+PChwf379ym2trZKNzc3JR6PhxUrVrQMzmfChAnqhoYGg+HKgPw+KNKDIAiCIK+550VkxoqhoaFWpVINvFydPXt2Z1ZWVsWZM2dMIiMjHTdu3NhoamqqHunhf7Chx+BwOKDT6VqxWCz/7rvvxp07d84sPz+/dITTXwmFQtEBABCJRJ1arcYBAOh0OkhLS6sSCATKwcfGx8czxo8f33fmzJkarVYLVCpVqN9Ho9G0z8vHyspK3dHR8VRnpbW1leDo6DiQB5/PV/L5/Cfx8fFPzM3NJzY0NBB0Ot0zaeFwuKc2Ll++vH3btm02jY2NhOLiYlpwcLBcLpfj6XS6enBUaDAjI6PnlhcAgEQi6bTa/3eYUql86sYMV3e/lm9oeQHg6TrS6XS4PXv2PJRIJPLBx168eNH4ZdrICOUAjUYzYjlexXD1rmdgYDCwk0Ag6Pr6+nA6nQ58fX3l58+frxl8bE5ODvV55ejp6cFRKJQX3gvk1aFID4IgCIIgo87S0lKj0Whw3d3dOACAyspKAxsbm7533nmneeXKlc13796lBQQEdOXm5tLLy8sNAPrHqwyX1tmzZ001Gg2UlJSQZTIZWSAQ9AIAREdHN2/evNlOIBB06aNE169fp4WGhjJH81oCAgLke/bssdI/8N+6dYsKANDR0UGwtrbuIxAI8OWXX5rrx9G8DBMTE+348eP7MjIy6AD9156ZmWkyffr0TgCAEydOmOjzKyoqohAIBJ2FhYVm8uTJiiNHjpgD9I+LMTU1VZuZmWmHpi0QCLqioqLsAwMDO4hEIpiZmWltbW1Vhw8fNgUA0Gq18NNPPw07BmqkOnR2dlZWVVVRe3p6cC0tLYSbN28av8y1Xrp0aVx3dzeuoaGB8PPPP9N9fX27hh4zY8aMjgMHDljqO1KFhYVkuVyOnzVrlvzYsWMW+sH9jY2NBHNzc42xsbFGP17n66+/Np8yZUrn88rg6+vbmZKSYgYAcPv2bUplZeUzn3uamJhourq6hn02Hnx+YWEhub6+3sDd3b13pPymTZvWdefOHaPi4mIyQP/YqsLCQvLEiRN7Hz16ZFBSUkIGADhx4oTZ4PMqKioofD7/d3+miTwLRXoQBEEQBBkTfn5+HVeuXDFasGCB4ocffqAnJSVNIBKJOhqNpklNTa1hMBjqpKQkaWhoqItWqwVzc/O+nJycB0PTcXFxUYpEIk5LSwtp7969tTQaTQcAIBaLuw0NDTWrV68e+LRNKpWSqVTqsK/la2pqyFZWVu7635999tlLRcASExPr3nrrLXsul4vpdDqcra2t8vr161WxsbFNEonEOT093dTX11dBpVJHfEPf29uLH5x3TExM47fffluzbt06+82bN9sBAGzevLmOz+crAQBSUlLM33vvPTsKhaIlEom6Q4cO1RCJRNi5c2ed/pM6KpWq/eabb2qGy2/JkiVta9ascbpw4UKFftvx48d/Wbt2rcPOnTut1Wo1LjQ0tHXKlCnPPGCPVIcuLi59wcHBbTwej+/o6NjL5/Nf6hMxDw+PrsDAQFZdXZ1BQkJCPZPJ7CsuLqYMPiYuLq5ZKpWS3dzceDqdDmdmZtZ38eLF6kWLFsnv3r1LmzhxIo9EIumCgoI69u/f//jIkSM1MTExDhs3bsTb29srjx8/Ln1eGRISEpqWLVvmyGazMT6f3+3m5vZMx2vChAkaoVDYyWKx+NOnT++Ij49v0u/btGlTU3h4uAObzcYIBAIkJydLR2pnAAAMBkOdnJwsXbZsmZNKpcIBAPzjH/947O7urty3b1/tvHnzXMzMzNTe3t6dZWVlA53PrKws+s6dOx+/TL0irwb3vHAdgiAIgiB/TQUFBVKBQDAq41x+q1u3blF37do1IT09fdgH85chkUiY8+bN61i9evUzA7ulUilp2rRpnOrq6mICoT9IFBUVZbtmzZqW0ZjU4L/VaNZhfHw8w8jISLNt27bG0Sjb60wmkxGXLFni9NNPP1X+p8vyV1VQUGAhEAiYw+1DkR4EQRAEQcbE1KlTe27fvi1Xq9XwewfJD7V//37z7du32+zYsUOm7/AAACQnJz8a1Yz+C6E6/M/45ZdfDPbs2fOHj7/7b4EiPQiCIAjyGvozRHoQBEH+SM+L9KCJDBAEQRAEQRAEea2hTg+CIAiCIAiCIK811OlBEARBEARBEOS1hjo9CIIgCIIgCIK81lCnB0EQBEGQMdHZ2Ynz8vLiqNXqVzovNTXVZMuWLRNGsywVFRUGLBaLP3R7bGwsIz09nT6aeQ2HQCAIuVwuxmKx+LNnz3bSL7b58OFD4rx585zs7OxcnZ2d+f7+/i6FhYVkAICioiJyQECAi52dnSufz+d5e3uzL126ZATQP71xQECAC4fDwfTnPS//ka5/tNnY2LjV19cTAQBoNJrHi8oQHx/P2Lp1qxVA//TkNjY2blwuF8MwjHft2jXDsS7viyQlJZlHRETYAwB8/vnnlvv37zfXb5dKpST9cUuXLnXIz8+njJTOaMjLy6NKJBLmWObxOkNTViMIgiAIMib27dtnERIS0vaq01WvWLGiAwA6xqZUT9u7d2/dWKavn66bTCZry8vLSwEAQkJCHPfs2WO5devWxpCQEJewsLCWCxcu/AIAkJOTQ62rqyO5uLiogoODWZ9++qns1/qA27dvU3766SfD2bNnd27evNlm+vTp8g8//LAJACA3N5c6cilGT19fH5BIpBcf+Btt37790erVq9vOnj1rvG7dOofKysrSwfvHYvrzl7Vp06Yn+r9TUlIsJk6c2MNkMvsAAE6ePFk7lnn39fWBSCTqqa+vN3jw4IEBi8VSjWV+ryMU6UEQBEEQZEycOnXKfMmSJe0AALW1tSRPT0+OPtpx+fJlIwCAtLQ0YwzDeBwOB5syZQob4Om36xKJhBkWFmYvFAo5TCbT9fjx4yYAAEKhkJOTkzPwoD9p0iTub3nwl0gkzCNHjpgC9Ecp4uLiGBiG8dhsNnbv3j0KAIBcLscvXryY6erqyuPxeFhKSso4gP7IhVAo5GAYxsMwjHf16lVDAIALFy7Qvb292cHBwY4cDueZ6Iqvr29nVVUV+cKFC3Qikagb/DDt4+PTM2vWrM7k5GTzSZMmdeo7PAAAXl5evRs3bmwBAGhoaCDZ2dkNPPjqFxLVarUQFRVly2Kx+Gw2G/vqq69Mh+bv7u7OvXPnzkBUQiQScbKzs2kjXWdSUpL57NmznaZPn+4iFovZr1rHv8WsWbMUMpmMDNB/XxISEqyFQiHn8OHDpmfPnjWeOHEiF8Mw3uzZs506OjrwAAA3btygeXh4cDkcDubm5sZra2vDd3d34xYtWsRks9kYj8fDzp8/T9df08yZM53FYjHLwcHBNTo62laf9z//+U9zJpPp6uXlxcnJyTHSb9dHpY4cOWJaXFxMi4iIcOJyuVhnZydOJBJxsrKyaAAAycnJZmw2G2OxWPyYmBgb/fk0Gs3j73//uw2Hw8EEAgFXJpMRAQDq6uqIb7zxhrOrqyvP1dWVd+XKFUN9fsuXL3eYOnUqa+HChY4AALNnz27/9ttvn7mnyIuhSA+CIAiCvObWZKyxK24qpo1mmq7jXbsPzz884kKKvb29OJlMRuZwOCoAgMOHD5sFBgZ27Ny5s0GtVoNCocDX1dURN2zYwMzMzCzncrmqxsZGwnBpyWQycl5eXkVpaSk5KCiIM3/+/KLIyMjmQ4cOWfj4+MgKCwvJKpUKp3/w/z0sLCzUpaWlZYmJiZaJiYlWJ0+erN2yZYt1QECA/PTp09Lm5maCp6cnLyQkRM5gMNTZ2dmVNBpNV1RURF6+fLlTcXFxGQBAYWGh4b1790q4XO5Tb+T7+vrghx9+MJ45c6a8sLCQKhAIuocrR0lJCcXDw2PYfQAA69evb4qMjHQ6cOBA97Rp0+QxMTEtTCaz7+jRo+OKioqoZWVlJfX19USRSMSbOXNm5+BzJRJJa2pqqpmnp2ddbW0tqampiSQWi7s3bNhgM9x1AgDcvXvXqLCwsMTKykrze+v4ZZw4cWIci8UauJ8UCkWbn59fUV9fTwwODnbOysqqNDY21r7//vsTPvnkE6vt27c3rFixwjk1NbXa39+/u7W1FW9kZKTdvn27FQBAZWVl6b179yhz5sxhVVdXFwMAlJaW0goKCkqpVKrWxcXFNSEhoZFEIkFiYiIjPz+/zMzMTOPj48NxdXV96j6sXr267cCBA+N3794t8/Pze2qfVColffTRRzb5+flllpaWarFYzD527Ni48PDw9p6eHvyUKVM69+3b9zg6Otp23759lp9//nl9VFSUXXx8fOMbb7zR+eDBA4M34giCdQAAJ3hJREFU3niD9csvv5QAABQWFtJyc3PLjYyMdAAA3t7eXYmJidYA0DjGt+C1gyI9CIIgCIKMuoaGBiKdTh8YzDN58uSu48ePW8THxzPy8vKopqam2szMTEORSKTQdwxGeqCWSCStBAIB3NzclHZ2dsr79+9TIiMj265du2aiVCpxBw8etAgLCxuVhVjDwsLaAABEIlG3PtKQmZlp/MUXX1hzuVzM19eXo1QqcVVVVQYqlQoXFhbGZLPZ2OLFi52rq6sHoifu7u5dgzs8SqUSz+VyMTc3N8zW1lb19ttvv1J5Z8yY4cxisfgzZ850/rVO5FVVVUWrV69urqiooAqFQqyuro6YnZ1NX7JkSSuRSAQ7Ozu1t7d3582bN5/q8EZERLSdO3fOFADg6NGjpsHBwW3Pu04AALFYLP+9HR4cDvfC7R988IEtl8vFDh06ZPH1119LB5f51zIaVldXU0QiEZfL5WInTpwwf/jwoUFhYSFl/Pjxff7+/t0AAGZmZloSiQQ5OTlGERERLQAAHh4evQwGQ1VUVEQBAPD19ZWbm5traDSazsXFpbe6upqclZVlOHnyZAWDwVBTKBTdwoULW1/lGm/evDlwPolEgqVLl7beuHHDCACARCLpli1b1gEAIBQKu2praw0AAG7dumX89ttv23O5XCw4ONils7OT0NbWhgcAmDVrVru+wwMAYG1trW5sbBy77wtfYyjSgyAIgiCvuedFZMaKoaGhVqVSDbxcnT17dmdWVlbFmTNnTCIjIx03btzYaGpqqh7pQXiwocfgcDig0+lasVgs/+6778adO3fOLD8/v3SE018JhULRAQAQiUSdWq3GAQDodDpIS0urEggEysHHxsfHM8aPH9935syZGq1WC1QqVajfR6PRtIOPHTymR8/Nza0nPT192E+V+Hx+b3Z29sCnVVevXq3OysqiJSQk2Om3WVlZaaKjo1ujo6NbAwICXK5cuWKk0+mGS+4pjo6OfePGjVPn5uZSz549a5acnFz7vOu8efOm4dDr+S2srKzUHR0dT0XzWltbCY6OjgP56cf0DD2XTqdr9WX09fWVnz9/vmbw/tzcXCoOh3vm4p9XHwYGBgM7CQSCrq+vDwcwcufsZTwvPyKRqMPj8fq/YXD7unPnTtngzo2eoaHhU/Xe09ODp1Aov/te/DdCkR4EQRAEQUadpaWlRqPR4Lq7u3EAAJWVlQY2NjZ977zzTvPKlSub7969SwsICOjKzc2ll5eXGwAAjPR529mzZ001Gg2UlJSQZTIZWSAQ9AIAREdHN2/evNlOIBB06aMQ169fp4WGhjJH81oCAgLke/bssdJq+581b926RQUA6OjoIFhbW/cRCAT48ssvzTWaVwuEBAcHK1QqFW7Pnj0W+m03btygff/990Zr165tuXPnjlFqaqqJfl9XV9fAc9u5c+fo+hng2tra8LW1tWRHR0eVv7+/Ii0tzUytVkNdXR0xLy/PSCwWdw3Ne9GiRa07duyYoFAoCCKRqOd51zkcR0fHV54JzsTERDt+/Pi+jIwMOkD//c7MzDSZPn1654vO1Zs2bVrXnTt3jIqLi8kAAAqFAl9YWEgWCAS9jY2NBjdu3KAB9NdJX18f+Pr6dqakpJgBABQWFpLr6+sN3N3de0dK38/Pr+vnn3+mNzQ0EJRKJe7f//73sJ1SIyMjzdAOnP783Nxcen19PVGtVsPp06fNpk2b9tzr8/X1le/cuXO8/vfgsWpDlZaWkjkczu/+jPO/EYr0IAiCIAgyJvz8/DquXLlitGDBAsUPP/xAT0pKmkAkEnU0Gk2Tmppaw2Aw1ElJSdLQ0FAXrVYL5ubmfTk5OQ+GpuPi4qIUiUSclpYW0t69e2tpNJoOAEAsFncbGhpqVq9ePfCpmFQqJVOp1GFft9fU1JCtrKzc9b8/++yzl4qAJSYm1r311lv2XC4X0+l0OFtbW+X169erYmNjmyQSiXN6erqpr6+vgkqlvtIbeDweD+fOnatet26d3d69eyeQyWSdra2tct++fTIjIyNdRkZGVWxsrO3mzZvtLSws+gwNDTVbtmypAwC4ffs2LS4uzp5AIOh0Oh0uPDy82d/fv1ssFnfn5OQY8Xg8Pg6H03388ceP7O3t1RUVFQaD8165cmXbhx9+aP/2228PzF430nUOLXd9fT1Rp9O9MBzS29uLH1zfMTExjd9++23NunXr7Ddv3mwHALB58+Y6Pp+vHDmVpzEYDHVycrJ02bJlTiqVCgcA8I9//OOxu7u7MjU1tXrjxo32vb29eAqFos3KyqrctGlTU3h4uAObzcYIBAIkJydLR2ofAAAODg59mzdvrps8eTLP0tKyz93dvVuj0TxzrREREc1///vfHd59913tnTt3ygafv3Xr1sf+/v5snU6HCwwM7Fi5cmX7867pX//6l+zNN9+0Z7PZmEajwXl7eyt8fHweDnfsjz/+aDxv3rw/ZGbD1w3uZcKgCIIgCIL8tRQUFEgFAsGojHP5rW7dukXdtWvXhPT09JoXHz08iUTCnDdvXsdwnzxJpVLStGnTONXV1cUEQv9L96ioKNs1a9a0jMakBsjwjh8/blJdXU3+4IMPmv7TZflv0tPTg5s8eTLnzp075WM5bfhfWUFBgYVAIGAOtw9FehAEQRAEGRNTp07tuX37tnws1lbZv3+/+fbt22127Ngh03d4AACSk5MfjWpGyDOWL1+OIg3/AVVVVQaffvrpY9Th+W1QpAdBEARBXkN/hkgPgiDIH+l5kR40kQGCIAiCIAiCIK811OlBEARBEARBEOS1hjo9CIIgCIIgCIK81lCnB0EQBEEQBEGQ1xrq9CAIgiAIMiY6OztxXl5eHLVa/UrnpaammmzZsmXCaJaloqLCgMViPbOgZmxsLCM9PZ0+mnkNh0AgCLlcLsZisfizZ8920i8s+vDhQ+K8efOc7OzsXJ2dnfn+/v4uhYWFZACAoqIickBAgIudnZ0rn8/neXt7sy9dumQEACCTyYgBAQEuHA4H05/3vPxHuv7RZmNj41ZfXz9qU/XFx8cztm7dajV0u1QqJc2aNcsJAODChQt0Op0+kcfjYU5OTvx33nnHerTy/z1oNJoHwNNlzcnJoZ48eXJgwdmxaOvD8fHxYT958mTYxX//W6BOD4IgCIIgY2Lfvn0WISEhba86XfWKFSs6duzY0TBGxXrK3r176xYsWKAYq/T1HT4ymawtLy8vffDgQQmJRNLt2bPHUqvVQkhIiIufn59CJpMVV1dXl3z22WeP6+rqSN3d3bjg4GDWm2+++UQmkxWXlJSU7d+//+GDBw/IAACbN2+2mT59uryioqK0urq65PPPP388VtcwWF9f3x+RzQsxmcy+y5cv/6L/7enp2VlWVlZ6//79srS0NPPs7Gza4OP/k+UeXNY7d+7Qvv/++4FOz1i3da1WCxqNBpYvX96ye/duy7HK568AdXoQBEEQBBkTp06dMl+yZEk7AEBtbS3J09OTo492XL582QgAIC0tzRjDMB6Hw8GmTJnCBgBISkoyj4iIsAfoX5w0LCzMXigUcphMpuvx48dNAACEQiEnJyeHqs9r0qRJ3NzcXOozhXgBiUTCPHLkiClAf5QiLi6OgWEYj81mY/fu3aMAAMjlcvzixYuZrq6uPB6Ph6WkpIwD6I+eCIVCDoZhPAzDeFevXjUE6I88eHt7s4ODgx05HM4z0RVfX9/Oqqoq8oULF+hEIlG3adOmJ/p9Pj4+PbNmzepMTk42nzRpUueKFSsG1sTx8vLq3bhxYwsAQENDA8nOzk6l36dfjFWr1UJUVJQti8Xis9ls7KuvvjIdmr+7uzv3zp07FP1vkUjEyc7Opo10nUlJSeazZ892mj59uotYLGa/bN0GBQU58/l8nouLC3/37t0W+u3D3fPGxkZCUFCQM5vNxgQCwVP3srCwkDZ58mS2g4OD6549eyz0dT9c5MrY2Fjr5ubWXVFRQY6Pj2csX77cYerUqayFCxc61tXVEd944w1nV1dXnqurK+/KlSuGAAAdHR34RYsWMdlsNsZms7FvvvlmHABAcnKyGZvNxlgsFj8mJsZGnweNRvP4+9//bsPhcDCBQMCVyWREAIDy8nKDiRMncl1dXXlvv/02Q3+8vqy9vb24zz77jHH+/HlTLpeLffXVV6aD23plZaXBlClT2Gw2G5syZQr7wYMHBgD9bTQyMtLOw8ODa2tr66ZvrwAAH374oZWrqyuPzWZjcXFxDH1+Tk5O/JUrV9rz+XysurraYNmyZe1nz541f9l79zpCi5MiCIIgyGtuTcYau+KmYtqLj3x5ruNduw/PPywbaX9vby9OJpORORyOCgDg8OHDZoGBgR07d+5sUKvVoFAo8HV1dcQNGzYwMzMzy7lcrqqxsXHYz29kMhk5Ly+vorS0lBwUFMSZP39+UWRkZPOhQ4csfHx8ZIWFhWSVSoXTP/j/HhYWFurS0tKyxMREy8TERKuTJ0/WbtmyxTogIEB++vRpaXNzM8HT05MXEhIiZzAY6uzs7EoajaYrKioiL1++3Km4uLgMAKCwsNDw3r17JVwuVzU4/b6+Pvjhhx+MZ86cKS8sLKQKBILu4cpRUlJC8fDwGHYfAMD69eubIiMjnQ4cONA9bdo0eUxMTAuTyew7evTouKKiImpZWVlJfX09USQS8WbOnNk5+FyJRNKamppq5unpWVdbW0tqamoiicXi7g0bNtgMd50AAHfv3jUqLCwssbKy0rxsXaampkqtrKw0nZ2dOA8PD2zlypVtWq0WN9w937RpE0MgEHRfu3at+ty5c/RVq1Y5lpeXlwIAlJWVUfPz88sUCgXBw8MDk0gkIy6O2tDQQLh3757hRx99VFdaWkotLCyk5ebmlhsZGemCg4Md4+PjG994443OBw8eGLzxxhusX375peS9996zNjY21lRWVpYCADx58oQglUpJH330kU1+fn6ZpaWlWiwWs48dOzYuPDy8vaenBz9lypTOffv2PY6Ojrbdt2+f5eeff16/bt06+zfffPPJhg0bWj777LNnoioUCkX3//1//1/dnTt3DI8ePfoQoL9Dqd8fHR1tHxYW1vL3v/+9Ze/eveYxMTF2165dqwYAaGxsJN25c6f8/v37lNDQUJfVq1e3nT171riqqopSWFhYptPpICgoyOXSpUtGTk5OKqlUSvnqq6+kKSkpD/Xpq1QqXENDA2HChAkvfQ9fJyjSgyAIgiDIqGtoaCDS6fSBwTyTJ0/uOn78uEV8fDwjLy+Pampqqs3MzDQUiUQKfcdgpAdqiUTSSiAQwM3NTWlnZ6e8f/8+JTIysu3atWsmSqUSd/DgQYuwsLBRWYg1LCysDQBAJBJ1y2QyMgBAZmam8RdffGHN5XIxX19fjlKpxFVVVRmoVCpcWFgYk81mY4sXL3aurq4eiJ64u7t3De7wKJVKPJfLxdzc3DBbW1vV22+//UrlnTFjhjOLxeLPnDnT+dc6kVdVVRWtXr26uaKigioUCrG6ujpidnY2fcmSJa1EIhHs7OzU3t7enTdv3nyqwxsREdF27tw5UwCAo0ePmgYHB7c97zoBAMRisfxVOjwAADt37rTicDiYUCjkNTQ0kEpKSigj3fO8vDz63/72txYAgJCQEEV7ezuxpaWFAAAwe/bsdiMjI521tbV6ypQp8uzsbMOhed25c8eIx+NhgYGB7LfffrvB09OzFwBg1qxZ7UZGRjoAgFu3bhm//fbb9lwuFwsODnbp7OwktLW14bOysozj4uKa9GlZWlpqbt68aTh58mQFg8FQk0gkWLp0aeuNG/9/e3ceFMWZNgD8GWZgmBlG5BDkFATmBAcYHAwwHJJYYhQlBEsJJOBKQNdSgkaqWNZdLQplU+xSxMWgKU2ZILUbdJHCC5JFDt2ACOFSIBBA4oDcNwI9098fpCmEAY9gvg37/Kosne6e9+h+y+qnn3nfLtQBANDU1CR37do1CAAglUpH29ratACmA8OIiIg+AIDIyMjelzlXAACVlZWcDz/8sA8AYN++fX3379/Xofb5+/sP0Ol0kEqlT3t7ezUBAG7evLmiqKhohUgkEv2c0dGur6/XBgAwMTGZ9PX1HZ1dvoGBAfHo0SOtl23XcoGZHoQQQmiZWywj87pwOBzV5OTkzMNVPz+/kaKioobLly/rhoWFWR88ePCJnp4eQaPRnlvW3GNoNBpwuVyVXC4funTp0sqcnBz9+/fvP1iKdmtra5MAAAwGgyQIggYAQJIkZGVlNUkkkonZx8bExJgaGRlNXb58uUWlUgGLxZJS+9hstmr2sdScntnbHBwcxrOzs+f9/AwAQCwWPy0uLp656c3Pz28uKipiHzlyxILaZmxsrIyKiuqLiorq8/Hxsc3Ly9MhSfK5fbS2tp5auXIlUVpayrpy5Yp+enp622L9LCkp4cztz/Pk5uZyCwsLueXl5fVcLlclk8n44+PjGiRJzrueVN1z0Wg08ue/526fd6yLi8tIQUFB09ztHA5npt0kSUJ5eflDKgiavX1umYudRwaDQWpoaFD/BmqcAABoaGg8/wK8Ampczm4bSZIQHR3d8fHHHz8TQDc0NGipu14TExO0l72OywlmehBCCCG05FatWqVUKpW0sbExGsD0fAUzM7Opw4cP94SEhPRUVFSwfXx8RktLS7n19fVaANPzOtSVdeXKFT2lUgl1dXXM9vZ2pkQieQoAEBUV1RMbG2shkUhGqYxBQUEBOyAgwGop++Lj4zOUnJxsrFJN3y/euXOHBQAwODhINzExmaLT6ZCWlmagVL7cr4a2bds2PDk5SaPmqQAAFBYWsq9du6YTERHRW15erpORkTEz6X10dHTmvi0nJ4dLrQDX39+v0dbWxrS2tp708vIazsrK0icIAhQKBaOsrExHLpePwhzvvvtuX2Ji4urh4WG6TCYbX6yf6lhbWy+6EtzAwABdV1dXyeVyVZWVldpVVVWcn+tQe803bNgwfOHCBQOA6YBJT0+P0NfXVwEA3LhxY+XY2Bits7OT/t1333E9PDzm9edFeHh4DCUlJRlRn6k5Yd7e3kN//etfZ7Z3d3fTPT09R0tLS7kdHR0MgiDg66+/1vf29h5RVy7F2dl55Ny5c/oAAOfOnVM7f2bFihXKkZERtfffTk5Oo59//rkewPR8IhcXl0Xr8/PzG/ryyy8NBwcHNQAAWlpaNB8/fqw2oaFSqaC7u1uTz+dPqNv/vwCDHoQQQgi9Fp6enoN5eXk6AAC3bt3iikQisVAoFF29elXv6NGjT0xNTYnU1NTWgIAAWz6fLwoICFirrhxbW9sJmUzGf/vtt+1SUlLa2Gw2CQAgl8vHOByOMjw8fOZJd2trK5PFYql92t7S0sI0NjZeR/05f/682izLXKdOnVIQBEGjFmGIj483AwCIjo7uyszMNJBIJILGxkZtFov1Uk/RNTQ0ICcnp/nbb79dYWFhYW9rayv+05/+ZGppaTmlo6NDXr16tens2bOrzM3NHRwdHQUJCQkmcXFxCgCAe/fusR0dHYU8Hk8kk8mEoaGhPV5eXmOhoaEDYrF4XCgUir29vXnHjx//ydLSct6a4SEhIf3Xrl3T3759e9/z+jlXR0cHgyRJtSk6giBo2traqsDAwEGCIGg8Hk8UFxdnKpFIRgEAFrrmSUlJioqKCjaPxxP94Q9/MPviiy9aqDKdnJxGfX197VxdXYVHjhzpsLKyeqWl2M6ePdteUVHB4fF4IhsbG/Hp06dXAQCcPHmyY2BggG5nZyfm8/mi69evc9esWTN17Nixx15eXjyhUChet27dWEhIyMBi5aelpT06e/askb29vXBwcFBtAO/n5zfc2NjIohYymL3vzJkzj7788ktDHo8nyszMNEhLS1s0Q/vOO+8MBQUF9a1fv17A4/FEAQEBNgMDA2rrLSkpYTs5OY1qamoueo6WM9qLpEERQggh9NtSVVXVKpFIlmSey6u6c+cO65NPPlmdnZ3d8vyj1QsMDLTaunXrYHh4eP/cfa2trZre3t785ubmWjp9+l4vMjLSfM+ePb1LsagBUi8zM1O3ubmZGR8f3zV7u0KhYDg6Ooq6urqq/7/ahtQLDw+32LFjx8D27dtf2/Ls/w2qqqoMJRKJlbp9OKcHIYQQQq+Fu7v7+L1794YIgoCXfVfP85w+fdogISHBLDExsZ0KeAAA0tPTf1rSitA8u3fvnrd6WkZGhm58fLz5sWPHfpX3BaGXY29vP77cA57nwUwPQgghtAz9N2R6EELo17RYpgfn9CCEEEIIIYSWNQx6EEIIIYQQQssaBj0IIYQQQgihZQ2DHoQQQgghhNCyhkEPQgghhF6LkZER2vr16/kEMe81MYvKyMjQjYuLW72UbWloaNCys7Ob90LN6Oho0+zsbO5S1qUOnU6XUu+/8fPzW0u9WPTRo0eMrVu3rrWwsLC3sbERe3l52VZXVzMBAGpqapg+Pj62FhYW9mKxWOjq6sq7ceOGDgBAe3s7w8fHx5bP54uo7y1W/0L9R+rFxMSYHjt2zBjg2TFy4sQJI+raAQB4eXnZ9vT0qH03zlJhs9lOANNLgsvlcrvXWddyhkEPQgghhF6LTz/91NDf37//ZZerfu+99wYTExM7X1OznpGSkqLYsWPHa1vKlwr4mEymqr6+/sEPP/xQp6mpSSYnJ69SqVTg7+9v6+npOdze3l7b3Nxcd/LkyccKhUJzbGyMtm3bNru9e/d2t7e319bV1T08ffr0ox9++IEJABAbG2u2cePGoYaGhgfNzc11f/nLX36VpaKnpl7pvaC/2MsGzktp9hhJT083HhkZmbl/LiwsbDI0NFT+Gu0wNTUljI2Np/Ly8ji/Rn3LDQY9CCGEEHot/vnPfxrs3LlzAACgra1N08XFhU9lO27evKkDAJCVlbVCJBIJ+Xy+6I033uABAKSmphq8//77lgDTLycNDg62lEqlfCsrK/vMzExdAACpVMq/e/cui6rL2dlZUFpayprXiOcIDAy0unDhgh4AgJmZmcNHH31kKhKJhDweT1RZWakNADA0NKQRFBRkZW9vLxQKhaKvvvpqJcB09kQqlfJFIpFQJBIJ8/PzOQAAubm5XFdXV962bdus+Xz+vOyKh4fHSFNTEzM3N5fLYDDIo0ePdlP73Nzcxjdv3jySnp5u4OzsPPLee+/NvBNn/fr1Tw8ePNgLANDZ2alpYWExSe2jXsaqUqkgMjLS3M7OTszj8UTnzp3Tm1v/unXrBOXl5drUZ5lMxi8uLmYv1M/U1FQDPz+/tRs3brSVy+W8xc4nlZUAALhw4YJeYGCgFXWew8LCLJycnATm5uYO1DnPzc3luri48N966y0bGxsbcXBwsKVSqZwpKzo62nTdunWCb7/9VictLU3fwcFBKBAIRMHBwWuoQEjdGHry5An9zTfftOHxeCKJRDIzNmJiYkyDgoKsZDIZ39zc3CEhIcGIam9sbOxqKysrezc3Nx4VXM4eIwkJCUZdXV2aXl5ePFdXVx41Zjo6OhgAAH/+85+N7ezsxHZ2duITJ04YUWNk7dq14l27dq2xtbUVu7u7242MjNAAAOrq6phyudxOLBYLpVIpnxpv9fX1Wo6OjgJ7e3vhoUOHTGef3x07dgxcvHjRYLFrgNTDl5MihBBCy9yeq3ssartq2UtZpr2R/dj57efbF9r/9OlTWnt7O5PP508CAJw/f17f19d3MCkpqZMgCBgeHtZQKBSMAwcOWN2+fbteIBBMPnnyRO3PhNrb25llZWUNDx48YL755pv87du314SFhfV8/vnnhm5ubu3V1dXMyclJGnXj/0sYGhoSDx48eHjq1KlVp06dMv7HP/7RFhcXZ+Lj4zP09ddft/b09NBdXFyE/v7+Q6ampkRxcXEjm80ma2pqmLt3715bW1v7EACgurqaU1lZWScQCCZnlz81NQW3bt1asWnTpqHq6mqWRCIZU9eOuro6bScnJ7X7AAB+//vfd4WFha09c+bMmLe399C+fft6rayspi5evLiypqaG9fDhw7qOjg6GTCYTbtq0aWT2dwMDA/syMjL0XVxcFG1tbZpdXV2acrl87MCBA2bq+gkAUFFRoVNdXV1nbGz8ylmNJ0+eaJaXl9d///332gEBAbbh4eH9AAA1NTWcysrKWh6PN+np6Wl38eJFvfDw8P7x8XENe3v78ZSUFEVFRYV2UlLS6vLy8nomk0mGhIRYfvbZZwbvvPPOoLoxdPToUVOJRDL2zTffNOfk5HA/+OAD6/r6+gcAAE1NTdp3795tGBgYoAuFQvuPP/64u6ysjPWvf/1Lv6am5sHU1BQ4OjqK5p7/+Pj4rjNnzhgXFhY2mpiYPJN6Ki4uZl+6dMng/v37D0mSBKlUKvT19R02NDRUPnr0SPurr7760c3NrW3Lli1rL168qLd///6+vXv3rjl79mybg4PDxL///W/Ovn37LL/77rvG/fv3W+7du7f7wIEDvSdPnlw1ux53d/fREydOPBMIoReDmR6EEEIILbnOzk4Gl8uduTHcsGHDaGZmpmFMTIxpWVkZS09PT3X79m2OTCYbpgKDhW6oAwMD++h0Ojg4OExYWFhMfP/999phYWH933zzje7ExATts88+MwwODl6SF7EGBwf3AwDIZLKx9vZ2JgDA7du3V/ztb38zEQgEIg8PD/7ExAStqalJa3JykhYcHGzF4/FEQUFBNs3NzTPZk3Xr1o3ODngmJiY0BAKByMHBQWRubj556NChl2rvW2+9ZWNnZyfetGmTzc/nZKipqakmPDy8p6GhgSWVSkUKhYJRXFzM3blzZx+DwQALCwvC1dV1pKSk5JmA9/333+/PycnRAwC4ePGi3rZt2/oX6ycAgFwuH/olAQ8AgL+//wCdTgepVPq0t7dXk9ru4OAwKhKJJhkMBuzcubOvuLhYBwCATqdDWFhYPwDAzZs3ubW1tWyJRCIUCASikpKSFT/++CNzoTFUVlbG/d3vftf7c73DAwMDjN7eXjoAwKZNmwZYLBZpYmJC6OvrT/3000+MgoICnS1btgxwuVyVvr6+atOmTQMv07fbt2/rbNmyZWDFihUqXV1d1dtvv91fUFDABQAwMzObcHNzGwcAcHJyGmttbWUODg5qVFZW6gQFBdkIBALR/v3713R1dWkCTAeYERERfQAAkZGRvbPrMTU1Jbq6urRe4fT/z8NMD0IIIbTMLZaReV04HI5qcnJy5uGqn5/fSFFRUcPly5d1w8LCrA8ePPhET0+PoNFozy1r7jE0Gg24XK5KLpcPXbp0aWVOTo7+/fv3HyxFu7W1tUkAAAaDQRIEQQMAIEkSsrKymiQSycTsY2NiYkyNjIymLl++3KJSqYDFYkmpfWw2WzX7WGpOz+xtDg4O49nZ2fN+fgYAIBaLn1I3/wAA+fn5zUVFRewjR45YUNuMjY2VUVFRfVFRUX0+Pj62eXl5OiRJPreP1tbWUytXriRKS0tZV65c0U9PT29brJ8lJSWcuf1ZyOxrNT4+/syFo84tVZe678z+rKWlpaLmg5EkSQsKCur9+9///szcpYyMDF11Y0jdeaDRaCQAAJPJnNlJp9OBus4vMhYXsth519LSml0fOT4+rqFUKoHL5RJzxwRFQ0NDbYFjY2M0JpP5QtcCPQszPQghhBBacqtWrVIqlUra2NgYDQCgsbFRy8zMbOrw4cM9ISEhPRUVFWwfH5/R0tJSbn19vRbA9DwMdWVduXJFT6lUQl1dHbO9vZ0pkUieAgBERUX1xMbGWkgkklHqCX9BQQE7ICDAain74uPjM5ScnGysUk3fa965c4cFADA4OEg3MTGZotPpkJaWZkDNRXlR27ZtG56cnKQlJycbUtsKCwvZ165d04mIiOgtLy/XycjI0KX2jY6Ozty35eTkcKlVxPr7+zXa2tqY1tbWk15eXsNZWVn6BEGAQqFglJWV6cjl8tG5db/77rt9iYmJq4eHh+kymWx8sX6qY21trXYlOAMDg6mKigptpVIJV69eVRvQzVVTU8Opr6/XUiqVkJWVpS+Xy+ctLLF58+ah3NxcvcePHzMApsdKY2Oj1kJjaMOGDcMXLlwwAJieN6Snp0fo6+svGCxs3Lhx5Nq1aytHRkZo/f39Gvn5+SvVHcfhcJSDg4Pz7p83btw4cv369ZXDw8MaQ0NDGtevX9fz8fFZcIEMfX19lbm5+eT58+f1AKbnYv3nP/9hAQA4OzuPnDt3Th8A4Ny5c8/M36mtrdXm8Xi/+Gec/4sw04MQQgih18LT03MwLy9PZ8eOHcO3bt3ipqamrmYwGCSbzVZmZGS0mJqaEqmpqa0BAQG2KpUKDAwMpu7evfvD3HJsbW0nZDIZv7e3VzMlJaWNzWaTAAByuXyMw+Eow8PDZ34q1traymSxWGqfkre0tDCNjY3XUZ9Pnjz5QhmwU6dOKT788ENLgUAgIkmSZm5uPlFQUNAUHR3dFRgYaJOdna3n4eExzGKxXuoJvIaGBuTk5DTv37/fIiUlZTWTySTNzc0nPv3003YdHR3y6tWrTdHR0eaxsbGWhoaGUxwORxkXF6cAALh37x77o48+sqTT6SRJkrTQ0NAeLy+vMblcPnb37l0doVAoptFo5PHjx3+ytLQkGhoanvlJVEhISP8f//hHy0OHDime18+57e7o6GCQJKk2LXL8+PHH27dvtzUxMZkSCATjswO1hTg6Oo4cPnzYvL6+nuXq6jocGho6MPcYqVT6ND4+/rGvry9PpVKBpqYmmZqa+sjX13dU3RhKSkpSUD89ZLFYqi+++KJlsTZ4eHiMBQQE9Nnb24vNzMwmZDLZiLrjPvjggx4/Pz87IyOjqdLS0sbZ3w8ODu51dnYWAgCEhoZ2u7u7j88977NlZmb+GBERsSYpKcmEIAhaQEBA3xtvvDGelpb2aNeuXWvT0tKM/f39+2d/Jz8/n7t58+bBhcpEC6O9SBoUIYQQQr8tVVVVrRKJZEnmubyqO3fusD755JPV2dnZi95wLiYwMNBq69atg9Sk99laW1s1vb29+c3NzbV0+nSSKDIy0nzPnj29S7GoAVIvMzNTt7m5mRkfH9/1S8vKzc3lJicnG6sLrtB8Li4u/Bs3bjStWrXqV1km+7emqqrKUCKRWKnbh5kehBBCCL0W7u7u4/fu3RsiCAJe9l09z3P69GmDhIQEs8TExHYq4AEASE9P/2lJK0Lz7N69GzMN/w8UCgXj0KFDTzDgeTWY6UEIIYSWof+GTA9CCP2aFsv04EIGCCGEEEIIoWUNgx6EEEJoeVKpVKpXX4MXIYR+Q37+/27BxUQw6EEIIYSWp9ru7m5dDHwQQsudSqWidXd36wJA7ULH4EIGCCGE0DJEEMTezs7Ozzs7O+0BH3IihJY3FQDUEgSxd6EDcCEDhBBCCCGE0LKGT34QQgghhBBCyxoGPQghhBBCCKFlDYMehBBCCCGE0LKGQQ9CCCGEEEJoWcOgByGEEEIIIbSs/R/mVSQBhM9bIAAAAABJRU5ErkJggg==\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -2072,23 +2094,13 @@ }, { "cell_type": "code", - "execution_count": 160, + "execution_count": 317, "id": "234ec4aa-dfa6-4f66-a31e-919484017ada", "metadata": {}, "outputs": [ { "data": { - "text/plain": [ - "(10.0, 1000000.0)" - ] - }, - "execution_count": 160, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -2106,21 +2118,21 @@ "pysparse = nucleation_total[\"package.solver\"] == \"pysparse\"\n", "pyamgx = nucleation_total[\"package.solver\"] == \"pyamgx\"\n", "\n", - "plot_all(nucleation_total[pysparse | scipy])\n", + "plot_all(nucleation_total[scipy], color_by_suite=False)\n", "# plot_all(nucleation_total)\n", - "plt.ylim(bottom=1e-1, top=1e3)\n", - "plt.xlim(left=1e1, right=1e6)" + "# plt.ylim(bottom=1e-1, top=1e3)\n", + "# plt.xlim(left=1e1, right=1e6)" ] }, { "cell_type": "code", - "execution_count": 161, + "execution_count": 312, "id": "4c0056f2-1d1f-4354-9946-4f80beb0d309", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -2132,7 +2144,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -2144,7 +2156,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -2156,7 +2168,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -2181,7 +2193,7 @@ }, { "cell_type": "code", - "execution_count": 141, + "execution_count": 196, "id": "d2484674-2cc1-42cf-8547-f7adc3a9eec3", "metadata": { "tags": [] @@ -2198,7 +2210,961 @@ }, { "cell_type": "code", - "execution_count": 145, + "execution_count": 288, + "id": "7ed53bc1-6501-4582-a867-57dce8e8702f", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "('pyamgx', 'LinearGMRESSolver', 'ILUPreconditioner')" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
package.solversolver_classpreconditionernumberOfElementsconvergedelapsed_countelapsed_meanelapsed_std
0pyamgxLinearGMRESSolverILUPreconditioner9True20.1760.015556
1pyamgxLinearGMRESSolverILUPreconditioner100True20.4190.127279
2pyamgxLinearGMRESSolverILUPreconditioner961True20.4810.158392
3pyamgxLinearGMRESSolverILUPreconditioner10000True20.3010.082024
4pyamgxLinearGMRESSolverILUPreconditioner99856True21.0660.055154
5pyamgxLinearGMRESSolverILUPreconditioner1000000True28.2080.507703
\n", + "
" + ], + "text/plain": [ + " package.solver solver_class preconditioner numberOfElements \\\n", + "0 pyamgx LinearGMRESSolver ILUPreconditioner 9 \n", + "1 pyamgx LinearGMRESSolver ILUPreconditioner 100 \n", + "2 pyamgx LinearGMRESSolver ILUPreconditioner 961 \n", + "3 pyamgx LinearGMRESSolver ILUPreconditioner 10000 \n", + "4 pyamgx LinearGMRESSolver ILUPreconditioner 99856 \n", + "5 pyamgx LinearGMRESSolver ILUPreconditioner 1000000 \n", + "\n", + " converged elapsed_count elapsed_mean elapsed_std \n", + "0 True 2 0.176 0.015556 \n", + "1 True 2 0.419 0.127279 \n", + "2 True 2 0.481 0.158392 \n", + "3 True 2 0.301 0.082024 \n", + "4 True 2 1.066 0.055154 \n", + "5 True 2 8.208 0.507703 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "('pyamgx', 'LinearGMRESSolver', 'JacobiPreconditioner')" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
package.solversolver_classpreconditionernumberOfElementsconvergedelapsed_countelapsed_meanelapsed_std
6pyamgxLinearGMRESSolverJacobiPreconditioner9True20.18350.020506
7pyamgxLinearGMRESSolverJacobiPreconditioner100True20.23100.103238
8pyamgxLinearGMRESSolverJacobiPreconditioner961True20.28450.062933
9pyamgxLinearGMRESSolverJacobiPreconditioner10000True20.37150.102530
10pyamgxLinearGMRESSolverJacobiPreconditioner99856True20.98550.072832
11pyamgxLinearGMRESSolverJacobiPreconditioner1000000True29.22550.699329
\n", + "
" + ], + "text/plain": [ + " package.solver solver_class preconditioner numberOfElements \\\n", + "6 pyamgx LinearGMRESSolver JacobiPreconditioner 9 \n", + "7 pyamgx LinearGMRESSolver JacobiPreconditioner 100 \n", + "8 pyamgx LinearGMRESSolver JacobiPreconditioner 961 \n", + "9 pyamgx LinearGMRESSolver JacobiPreconditioner 10000 \n", + "10 pyamgx LinearGMRESSolver JacobiPreconditioner 99856 \n", + "11 pyamgx LinearGMRESSolver JacobiPreconditioner 1000000 \n", + "\n", + " converged elapsed_count elapsed_mean elapsed_std \n", + "6 True 2 0.1835 0.020506 \n", + "7 True 2 0.2310 0.103238 \n", + "8 True 2 0.2845 0.062933 \n", + "9 True 2 0.3715 0.102530 \n", + "10 True 2 0.9855 0.072832 \n", + "11 True 2 9.2255 0.699329 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "('pyamgx', 'LinearGMRESSolver', 'unpreconditioned')" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
package.solversolver_classpreconditionernumberOfElementsconvergedelapsed_countelapsed_meanelapsed_std
12pyamgxLinearGMRESSolverunpreconditioned9True20.20850.041719
13pyamgxLinearGMRESSolverunpreconditioned100True20.29150.088388
14pyamgxLinearGMRESSolverunpreconditioned961True20.21550.074246
15pyamgxLinearGMRESSolverunpreconditioned10000True20.41250.044548
16pyamgxLinearGMRESSolverunpreconditioned99856True20.86700.098995
17pyamgxLinearGMRESSolverunpreconditioned1000000True28.53200.881055
\n", + "
" + ], + "text/plain": [ + " package.solver solver_class preconditioner numberOfElements \\\n", + "12 pyamgx LinearGMRESSolver unpreconditioned 9 \n", + "13 pyamgx LinearGMRESSolver unpreconditioned 100 \n", + "14 pyamgx LinearGMRESSolver unpreconditioned 961 \n", + "15 pyamgx LinearGMRESSolver unpreconditioned 10000 \n", + "16 pyamgx LinearGMRESSolver unpreconditioned 99856 \n", + "17 pyamgx LinearGMRESSolver unpreconditioned 1000000 \n", + "\n", + " converged elapsed_count elapsed_mean elapsed_std \n", + "12 True 2 0.2085 0.041719 \n", + "13 True 2 0.2915 0.088388 \n", + "14 True 2 0.2155 0.074246 \n", + "15 True 2 0.4125 0.044548 \n", + "16 True 2 0.8670 0.098995 \n", + "17 True 2 8.5320 0.881055 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "('pyamgx', 'LinearLUSolver', 'unpreconditioned')" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
package.solversolver_classpreconditionernumberOfElementsconvergedelapsed_countelapsed_meanelapsed_std
18pyamgxLinearLUSolverunpreconditioned9True20.11350.023335
19pyamgxLinearLUSolverunpreconditioned100True20.12850.024749
20pyamgxLinearLUSolverunpreconditioned961True20.17400.018385
21pyamgxLinearLUSolverunpreconditioned10000True20.53300.123037
22pyamgxLinearLUSolverunpreconditioned99856True26.66601.501895
23pyamgxLinearLUSolverunpreconditioned1000000True2259.503013.152186
\n", + "
" + ], + "text/plain": [ + " package.solver solver_class preconditioner numberOfElements \\\n", + "18 pyamgx LinearLUSolver unpreconditioned 9 \n", + "19 pyamgx LinearLUSolver unpreconditioned 100 \n", + "20 pyamgx LinearLUSolver unpreconditioned 961 \n", + "21 pyamgx LinearLUSolver unpreconditioned 10000 \n", + "22 pyamgx LinearLUSolver unpreconditioned 99856 \n", + "23 pyamgx LinearLUSolver unpreconditioned 1000000 \n", + "\n", + " converged elapsed_count elapsed_mean elapsed_std \n", + "18 True 2 0.1135 0.023335 \n", + "19 True 2 0.1285 0.024749 \n", + "20 True 2 0.1740 0.018385 \n", + "21 True 2 0.5330 0.123037 \n", + "22 True 2 6.6660 1.501895 \n", + "23 True 2 259.5030 13.152186 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "('pyamgx', 'LinearPCGSolver', 'ILUPreconditioner')" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
package.solversolver_classpreconditionernumberOfElementsconvergedelapsed_countelapsed_meanelapsed_std
24pyamgxLinearPCGSolverILUPreconditioner9.0True2.00.14950.019092
25NaNNaNNaNNaNNaNNaNNaNNaN
26NaNNaNNaNNaNNaNNaNNaNNaN
27NaNNaNNaNNaNNaNNaNNaNNaN
28pyamgxLinearPCGSolverILUPreconditioner99856.0True2.05.24053.394820
29NaNNaNNaNNaNNaNNaNNaNNaN
\n", + "
" + ], + "text/plain": [ + " package.solver solver_class preconditioner numberOfElements \\\n", + "24 pyamgx LinearPCGSolver ILUPreconditioner 9.0 \n", + "25 NaN NaN NaN NaN \n", + "26 NaN NaN NaN NaN \n", + "27 NaN NaN NaN NaN \n", + "28 pyamgx LinearPCGSolver ILUPreconditioner 99856.0 \n", + "29 NaN NaN NaN NaN \n", + "\n", + " converged elapsed_count elapsed_mean elapsed_std \n", + "24 True 2.0 0.1495 0.019092 \n", + "25 NaN NaN NaN NaN \n", + "26 NaN NaN NaN NaN \n", + "27 NaN NaN NaN NaN \n", + "28 True 2.0 5.2405 3.394820 \n", + "29 NaN NaN NaN NaN " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "('pyamgx', 'LinearPCGSolver', 'JacobiPreconditioner')" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
package.solversolver_classpreconditionernumberOfElementsconvergedelapsed_countelapsed_meanelapsed_std
30pyamgxLinearPCGSolverJacobiPreconditioner9True20.11350.010607
31pyamgxLinearPCGSolverJacobiPreconditioner100True20.21700.060811
32pyamgxLinearPCGSolverJacobiPreconditioner961True20.23950.024749
33pyamgxLinearPCGSolverJacobiPreconditioner10000True20.27850.037477
34pyamgxLinearPCGSolverJacobiPreconditioner99856True20.95800.070711
35pyamgxLinearPCGSolverJacobiPreconditioner1000000True28.70300.376181
\n", + "
" + ], + "text/plain": [ + " package.solver solver_class preconditioner numberOfElements \\\n", + "30 pyamgx LinearPCGSolver JacobiPreconditioner 9 \n", + "31 pyamgx LinearPCGSolver JacobiPreconditioner 100 \n", + "32 pyamgx LinearPCGSolver JacobiPreconditioner 961 \n", + "33 pyamgx LinearPCGSolver JacobiPreconditioner 10000 \n", + "34 pyamgx LinearPCGSolver JacobiPreconditioner 99856 \n", + "35 pyamgx LinearPCGSolver JacobiPreconditioner 1000000 \n", + "\n", + " converged elapsed_count elapsed_mean elapsed_std \n", + "30 True 2 0.1135 0.010607 \n", + "31 True 2 0.2170 0.060811 \n", + "32 True 2 0.2395 0.024749 \n", + "33 True 2 0.2785 0.037477 \n", + "34 True 2 0.9580 0.070711 \n", + "35 True 2 8.7030 0.376181 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "('pyamgx', 'LinearPCGSolver', 'unpreconditioned')" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
package.solversolver_classpreconditionernumberOfElementsconvergedelapsed_countelapsed_meanelapsed_std
36pyamgxLinearPCGSolverunpreconditioned9True20.14100.009899
37pyamgxLinearPCGSolverunpreconditioned100True20.15450.014849
38pyamgxLinearPCGSolverunpreconditioned961True20.24900.035355
39pyamgxLinearPCGSolverunpreconditioned10000True20.27250.020506
40pyamgxLinearPCGSolverunpreconditioned99856True20.98700.063640
41pyamgxLinearPCGSolverunpreconditioned1000000True28.37450.634275
\n", + "
" + ], + "text/plain": [ + " package.solver solver_class preconditioner numberOfElements \\\n", + "36 pyamgx LinearPCGSolver unpreconditioned 9 \n", + "37 pyamgx LinearPCGSolver unpreconditioned 100 \n", + "38 pyamgx LinearPCGSolver unpreconditioned 961 \n", + "39 pyamgx LinearPCGSolver unpreconditioned 10000 \n", + "40 pyamgx LinearPCGSolver unpreconditioned 99856 \n", + "41 pyamgx LinearPCGSolver unpreconditioned 1000000 \n", + "\n", + " converged elapsed_count elapsed_mean elapsed_std \n", + "36 True 2 0.1410 0.009899 \n", + "37 True 2 0.1545 0.014849 \n", + "38 True 2 0.2490 0.035355 \n", + "39 True 2 0.2725 0.020506 \n", + "40 True 2 0.9870 0.063640 \n", + "41 True 2 8.3745 0.634275 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "group_by=[\"package.solver\", \"solver_class\", \"preconditioner\"]\n", + "\n", + "groups = pyamgx_total.groupby(group_by + [\"numberOfElements\"])\n", + "groups = groups.agg(converged=(\"converged\", \"last\"),\n", + " elapsed_count=(\"elapsed_seconds\", \"count\"),\n", + " elapsed_mean=(\"elapsed_seconds\", \"mean\"),\n", + " elapsed_std=(\"elapsed_seconds\", \"std\")).reset_index()\n", + "groups = groups.groupby(group_by)\n", + "# groups[\"converged\"] = pyamgx_total[\"converged\"]\n", + "# groups = groups.groupby(group_by)\n", + "for key, group in groups:\n", + " display(key)\n", + " display(group.mask(~group[\"converged\"].astype(bool)))\n", + "#groups" + ] + }, + { + "cell_type": "code", + "execution_count": 311, "id": "0721f0fc-6545-4ce7-9f12-8c19b4f60099", "metadata": {}, "outputs": [ @@ -2208,13 +3174,13 @@ "Text(0.5, 1.0, 'pyamgx')" ] }, - "execution_count": 145, + "execution_count": 311, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAvkAAAGHCAYAAAAqfE1UAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOzdd3wUdf4/8NdsyZb0Tnoo2d1sGjEhtIQQmoAES6gRApwiIIiBU7yfcpwFFQRODjwV9AApIghKExVQ6UcJcKSRBEILpPe2fT6/P8LmGyAFhCQQ3s/HgwfszOzMe2Y34T2f+XzeH44xBkIIIYQQQkjHIWjvAAghhBBCCCEPFyX5hBBCCCGEdDCU5BNCCCGEENLBUJJPCCGEEEJIB0NJPiGEEEIIIR0MJfmEEEIIIYR0MJTkE0IIIYQQ0sFQkk8IIYQQQkgHQ0k+IYQQQgghHQwl+YQ8YTiOu8px3P/jOC6d47gyjuPWchwn5TguleO42AbbiTmOK+Y4rvut199zHJfPcVwFx3GHOY4LaLDtOo7jPuc47meO46o5jjvGcVwnjuOW3zpGBsdxoQ22f4rjuHMcx1Xd2u8WjuMW3lr3FsdxJziOE916PYPjuDSO46RtdpEIIYSQxxwl+YQ8mV4E8DSArgAUAOYDWA9gQoNthgPIY4z979brnwH4AXABcBbApjv2OebWfpwA6AD899Z2TgC2AfgnAHAcZwHgRwDrADgA2Azg+Qb7WQJAD2A+x3F+AD4CMIExpn2wUyaEEEKeHBxjrL1jIIS0IY7jrgJYxBj78tbr4QBWAogCkAnAgzFWyXHcNgCnGGOfNLIPOwBlAOwYYxUcx60DYGCMTb21/jUArzLG/G+9DgJwhDFmx3FcP9Ql9p7s1i8gjuOOAjjIGJt/67Uv6m4QCgCsZ4x93CoXgxBCCOmgqCWfkCdTToN/XwPgzhjLBXAMQNytJH4YbrXWcxwn5DhuEcdx2RzHVQK4euu9Tg32U9Dg35pGXlvd+rc7gJvs9haGhvGAMXYVwB8AfAH8+z7PjRBCCHniUZJPyJPJq8G/vQHk3vr3N6jrsjMawH8ZYzdvLY8H8CyAQQBsUZd8AwD3J46dB8CD47iG720Yj/npQm8Av6Gu+w4hhBBC7gMl+YQ8mWZyHOfJcZwDgLcBbLm1fAeApwC8jro++mbWqOtnXwJAjrp+8n/WfwGYAMziOE7EcdyzACLMKzmOcwLwHwAvA5gEIPZW0k8IIYSQe0RJPiFPpm8B7ANw+dafhQDAGNMA2A6gM4AfGmy/HnXdem4CSAdw4s8emDGmB/ACgJcAlKPuycEe1N1EAMBqADsZY3sZYyW3tvua4zjHP3tMQggh5ElDA28JecLcGnj7MmPsQBPrFwBQMMYmNLa+lWI6CeBLxtjatjomIYQQ0pFRSz4hpN6t7jsvoa41vTWPE32rjr6I47hJAIIB/NKaxySEEEKeJJTkE0IAABzHTUVdlZufGWOHW/lwSgDnAVQA+CuAUYyxvFY+JiGEEPLEoO46hBBCCCGEdDDUkk8IIYQQQkgHQ0k+IYQQQgghHYyovQNoDU5OTszX17e9wyCEEELaxJkzZ4oZY87tHQch5NHRIZN8X19fJCUltXcYhBBCSJvgOO5ae8dACHm0UHcdQgghhBBCOhhK8gkhhBBCCOlgKMknhBBCCCGkg+mQffIJIYSQJ92ZM2dcRCLR1wACQY16hHQ0PIBUo9H4clhYWGFjG1CSTwghhHRAIpHo606dOvk7OzuXCQQCmvmSkA6E53muqKhInZ+f/zWAkY1tQ3f2hBBCSMcU6OzsXEkJPiEdj0AgYM7OzhWoe1LX+DZtGA8hhBBC2o6AEnxCOq5bP99N5vKU5BNCCCGEENLBUJJPCCGEkFZRXV3N9ejRQ2k0GpGZmWnh5+cXcOc2iYmJ7jt27LBu7VhycnJEsbGxnT09PYMCAgL8u3fvrlq/fr0dAOzZs8ea47iwTz/91Mm8/bFjx2Qcx4UtWLDAFQDi4uJ8PTw8glQqlVqpVKp37txZH3NERITS19c3UKVSqVUqlXro0KFdAOD8+fOSiIgIpUqlUnfp0iVg/PjxPgBQVVUlGDlyZGeFQqH28/MLCAsLU1ZUVDSbk8nl8tBWuCy3iYiIUB4+fFgOAB4eHkF5eXm3jd28M4YVK1Y4JiQkeAPA3Llz3V1cXIJVKpXaz88vYNOmTbatHW9L9uzZYx0TE9MNADZt2mT79ttvdwKADRs22J05c0Zq3q4tvoO5ubmiqKgov9Y8xp061MBbjuNiAcR269atvUMhhBBCnngrV650GjlyZJlI1HS6sXz58tzWjMFoNEIgECA2NrZbfHx8ye7du68AQFZWlsX3339vZ97Oz89Ps23bNvs5c+YUA8DGjRsdlEqlpuG+Fi5ceGPKlCllu3fvtp41a5bPs88+m2pet379+sv9+vWrbbj9zJkzvWfPnl0wYcKEcgA4deqUDAA++ugjFxcXF8OuXbuuAHU3AxYWFq3etcpoNKK5z+JBTZ8+veD9998vOHv2rHTgwIHKcePGnRcKhfXrDQYDxGJxqx2/OS+++GIFgAoA2LFjh53RaKwICwvTAq3/HTQYDHB3dze6uroa9u3bZzlkyJCa1jyeWYdK8hljuwHsDg8Pn9resRBCCCGPije3nffKyq+St7QdYwwaAy+QiQU8x3HNbqvoZF27ZFRITnPbbN261fG777673Nw2cXFxviNGjKiYMmVKmYeHR9CYMWNKfv31V1uj0cht2bLlcmhoqLayslLw0ksveV+4cEFmMpm4d955J3fChAnlmZmZFvHx8Z01Go0AAP71r39dHzx4cM2ePXusP/jgAzcXFxdDenq6/J///Od1sVjM5s2bV1Qfv0Khf+edd+pLD3p4eOirqqqEOTk5Ig8PD+Pvv/9uO2jQoIrGYh44cGB1YWFhi9lqYWGh2MfHR29+HRERoQGAvLy825aHhITozP9+9913XTdt2uQEABMnTixasGDBbeURn3nmmS4JCQklY8eOrTBfv9jY2PIJEyaUz5w50/PYsWPWer2emzp1auGbb75ZfOe1yM7OTmsp7gf11FNPaYVCIfLz80XPP/9814iIiOqTJ09aDR8+vHzQoEFVc+fO9aqtrRXY29sbN23adNXHx8eQmpoqeeWVV3xKSkpEQqGQff/995f9/f11M2bM8Pz9999tOY5jb775Zt7UqVPL9uzZY/3++++7Ozg4GDIzM2VBQUG1O3bsuCIQCLBt2zabN99808vBwcEYFBRUf9O1YsUKx6SkJMuJEyeWHDhwwO7EiRPWixcvdtu+fXv2ggUL3MzfwZ07d1r/7W9/8zKZTAgJCaldv379NZlMxu73u7lixQrHn3/+2Van0wlqa2sFJ06cyHruuefK169f79hWST511yGEEEIIAEBj4AVXS2pkGgP/wPmBVqvlcnJyJEqlUt/y1v/HycnJmJ6efuEvf/lL0aJFi1wB4O2333aLiYmpTE1NvXDkyJHM+fPne1ZWVgrc3d2NR44cyUpPT7+wZcuWy3PmzPE27yc5OdlyyZIlN7Ozs9NSUlJkwcHBtU0ftc5zzz1XtmHDBvsDBw5YBgUF1UokkkZb17dv3247aNCg8obLEhISupi760ybNs0TAGbOnFkwfPhwRb9+/fzee+89l+LiYiEAvPLKK8UrV67s1L17d9Xs2bPdU1JSJABw5MgR+bfffut45syZC0lJSRfWr1/vfOzYMVnD44wdO7Z0y5Yt9uZrfOzYMZtRo0ZVLF++3MnW1taUmpp64fz58xe++eYb54yMDIs7r8V9fBR/2u+//24pEAiYm5ubEQDKy8uFp0+fznz77bcLZ8+e7b1z587stLS0C5MmTSp+4403PAAgPj6+8/Tp0wszMzPTk5KSMry9vQ3r16+3S0lJkV24cCHtt99+y1qwYIHntWvXxABw4cIF2b///e+cS5cupV2/fl2yf/9+q9raWm7WrFm+u3btunT69OnMxm7EBg8eXDNo0KDyhQsX3sjIyEgPCAiov8Gqra3lpk2b1nnLli3ZWVlZ6UajEUuWLHE2r7+f7yYAnD171mrz5s1XTpw4kQUAffv2rTl16pRVa177hjpUSz4hhBDyqON5HpzJBK4Nuy201OJuxjOGc9fLZaHedhpBCy35LcnPzxdZW1sb7/d98fHxZQAQERFRu2vXLnsAOHjwoM2vv/5qt2LFik4AoNPpuEuXLln4+PgYXnrpJZ/09HSZQCDAtWvXJOb9BAcH16hUqkZvMCZOnOh96tQpK7FYzFJTUy+YlyckJJTGxcV1zcjIkMXHx5cePXr0toRs/vz5nn//+989S0tLRYcOHbrQcF1j3XVef/31kmeffbZyx44dNrt377Zbt26dc3p6enqfPn00V65cSdmxY4fN/v37bfr06eN/6NChjIMHD1oNHz683MbGhgeAZ555puyPP/6w7tu3b323oVGjRlXMmzfPW6PRcNu3b7eNiIiosrKyYgcOHLDJyMiQm69ZVVWVMD09XWphYcGauxYPiuO4+huhL7/80nXr1q2OlpaWpvXr118WCOruFcePH18KAMnJyZKLFy/KBgwYoADqfhacnZ0NZWVlgoKCAouEhIRyAJDL5QwAO3LkiPWYMWNKRSIRvLy8jD179qw+evSo3NbWlg8KCqrp2rWrAQACAgJqs7OzLaytrU2enp66oKAgHQC8+OKLJV9//bUz7tH58+elnp6euuDgYB0ATJ48ueTf//63C4BC4P6+mwAQFRVV6erqajLv393d3VhYWGjxZ67zn0FJPiGEENJGGM/jWkICZAolXP8+Hy11iWlrAo5DmI+9puUtW2Zpacnr9fr7fiIglUoZAIhEImY0GjmgrhvRtm3bLjXs1gLUD/Y0bN++/QrP85DJZGHmdXK5nDf/OygoSLNz50578+sNGzZcz8vLE4WHh/s33J+3t7dRLBazw4cP26xZs+b6nUn+woULbyQkJJR9+OGHLpMnT+6clpZ2W6LfGF9fX0NiYmJJYmJiiZ+fX0BSUpIsKiqq1tbWlp80aVL5pEmTyhMSErBz505boVDYYr98uVzOevXqVfXDDz/YbNmyxd6cQDPGuGXLll2Pi4urbLj9nj17rBteiwchkUh4rVbLmT+j0tJSkZOTU/2NnLlP/p3vs7a25s0xduvWTfO///0vo+H60tLSRr8njDV9ORo+ZREKhTB/Vx7kZ6q54wH39908evSo5Z3Xvba2lpNIJA/ls7gX1F2HEEIIaSPlP/wIbdIZVOzdC11GRstveIw5OzubTCYTV1tb+8B3MjExMZXLli1z5fm6/MjchaWiokLo5uZmEAqF+Pzzzx1NJlOj74+Nja3S6XTc4sWL61t1q6urG82B3nvvvZsffPDBjaYGqAqFQsyfP7+Q53lu+/btNs3FvW3bNhudTscBwPXr10Xl5eVCHx8f/b59+yyLioqEQF2Xm6ysLKmvr69+wIAB1Xv37rWrqqoSVFZWCvbu3WsfExNTded+x40bV7pu3Tqn06dPW7/wwguVADB48OCKL774wtl8vOTkZIm528idevfurbhy5cp9P0rq2bNn1ZdffukA1FVO+vHHH+0HDRp0V3xNCQ4O1paWlooOHDhgCdS1eiclJUkdHBz4Tp066Tds2GAHABqNhquqqhJER0dXbdu2zcFoNCI3N1d06tQpq6ioqCb7s3fv3l1748YNi7S0NAkAfPfddw6NbWdlZWVq7Np0795de/PmTYvU1FQJAKxfv94xKiqq2fNr6rvZmNTUVKlCoXgoN9H3glryCSGEkDZgqqpC0T//CQulEs5z50CiUrV3SK2uX79+Ffv27bN67rnnqgDgypUrEldX12Dz+o8//vieuhEtWrQo95VXXvFWqVRqxhjn6emp++OPPy4lJiYWxsXFdd2xY4d9ZGRklUwma7SVVCAQYPfu3dkzZ870WrFiRScHBwejXC43vfvuuzfu3Hbw4MEtDooUCAR46623cpcuXdrJ3HKekJDQRSqV8gDg4OBgPH78eNYvv/xi88Ybb3ibW2/fe++9G97e3sZdu3bZzpo1ywcAeJ7nBg0aVDFp0qQygUCA+Pj4kqeeesofqBt427Crjtnzzz9fOX369M6DBg0qN7cuz5kzp/jq1auSoKAgf8YY5+DgYNi7d2/2ne81mUy4du2axNnZucWuVCEhIWpzy3hsbGzpF198kfOXv/zF58svv3RljGHcuHElw4YNq25pP2ZSqZR999132bNnz/auqqoSmkwmbsaMGQXh4eHajRs3Xpk6darPBx984C4Wi9n333+fPXHixPLjx49b+fv7B3Acx8zXLzk5udH9y+VytnLlymsjRozo5uDgYOzZs2f1hQsX7kq6X3zxxdIZM2b4fvnll67btm3Lbvj+L7/88uro0aO7mgfevvHGG0V3vr+hpr6bjW27f/9+66FDhzY6mLs1cC09mngchYeHs6SkpPYOgxBCCKmX/+FHKNu4ER7LP4W8b1+IrB7e+DuO484wxsIbLjt//vzVkJCQ4od2kD/h2LFjsiVLlnTasWPHlfaMg/yf06dPS1etWuX09ddf33WDQ1pXeHi48ueff77k7Ozc+COnP+H8+fNOISEhvo2to5Z8QgghpJVpL11C2bffwvrppyENDITQ0rK9Q2oTffv21Zw+fbqyteuzk3vXo0cPbY8ePSjBb2O5ubmi119/veBhJvgtoZ84QgghpBUxxlCwcCEEMhkcJiVA5ODwyA24bU2JiYkl7R0DIe3N3d3dOHHixPK2PCYNvCWEEEJaUdW+fag9cRL2EyZA7OYGgazJcXmEEPLQUJJPCCGEtBJeq0XBosUQ+/jA5pnhEDk0WuyDEEIeOkryCSGEkFZSvHo1jHl5cHp1BkQOjuAs2mweHELIE46SfEIIIaQV6G/eROl/1sCyXz/IQkIgtLNt75DaXHV1NdejRw+l0WhEZmamhZ+fX8Cd2yQmJrrv2LHDurVjycnJEcXGxnb29PQMCggI8O/evbtq/fr1dkDdhFEcx4V9+umnTubtjx07JuM4LmzBggWuABAXF+fr4eERpFKp1EqlUr1z5876mCMiIpS+vr6BKpVKrVKp1EOHDu0CAOfPn5dEREQoVSqVukuXLgHjx4/3AYCqqirByJEjOysUCrWfn19AWFiYsqKiotmcTC6Xh7bCZblNRESE8vDhw/KHtb8VK1Y4JiQkeDe2LjQ0VAUAmZmZFlKp9CmVSqXu2rVrQHx8vHdT8x20JQ8Pj6C8vDwRcHus5nkCAODw4cPyyZMne7V2LCNGjOiSkpIiaXnL21GSTwghhLSCgo8+BgA4/mUKhI6O4ITCdo6o7a1cudJp5MiRZc1V1lm+fHmuuY5+azAajeB5HrGxsd2ioqKqb9y4kZKWlnZh69atl3Nycuofrfj5+Wm2bdtWPyvuxo0bHZRK5W016hcuXHgjIyMjfenSpTmzZ8/2abhu/fr1lzMyMtIzMjLSf/nll8sAMHPmTO/Zs2cXZGRkpF++fDltzpw5hQDw0Ucfubi4uBiysrLSL168mLZmzZqrFhYWrV7T3GhssTR+mzl37lz9bHBeXl66W9cuLSsrS7Zx40a7htsaDIY2j68hc6wXL16UbNmypT7J79evX+26devuaa6HP8toNGLGjBmFH374Yaf7fW+HSvI5jovlOG51RUWbzTNACCGE3KX62DFU//Yb7MaNg9jD44kpmXmnrVu3Oo4ZM6a8uW3i4uJ8165daw/UtZ7OmTPHXa1W+ysUCvW5c+ekAFBZWSkYPXq0b2BgoL+/v7/anARmZmZahIWFKdVqtb9arfbfv3+/JVDXMt+zZ09FbGxsZ6VSGbB7925rsVjM5s2bVz+xkUKh0L/zzjuF5tceHh56nU4nyMnJEfE8j99//9124MCBjSYUAwcOrC4sLGxxxtjCwkKxj4+P3vw6IiJCAwB5eXliDw+P+sw1JCREJ5PJGAC8++67rn5+fgF+fn4B77//vsud+3zmmWe6bNmypf6xUFxcnO+6devsjEYjpk2b5hkYGOivUCjUS5YscWrsWrQUs9mLL77oHRgY6N+tW7eAOXPmuJuXHzp0SB4aGqpSKpXqoKAg/7KyMkFtbS03atQoX4VCofb391fv3r27/inHzZs3xVFRUX6+vr6Bf/3rX93Myxt7MiEWixEREVF98eJFyYoVKxyHDRvWZcCAAd2ioqIUTX0HjEYjXnnlFU+FQqFWKBTqDz/80AUAdu7cae3v769WKBTq0aNH+2o0Gg5o+juWn58v7Nu3r5+/v786Pj7ep+E8UuZY33nnHY+kpCQrlUqlfu+991z27NljHRMT0w0ACgoKhIMGDeqqUCjUISEhqpMnT8oAYO7cue6jR4/2jYiIUHp6egYtXLiw/jP9/PPPHYKCgvxVKpU6Pj7ex3wTJpfLQxMTE92Dg4NVv/32m9XQoUOrjxw5YnO/NzsdqoQmY2w3gN3h4eFT2zsWQgghTyZmNKJg4YcQubrC9vnnIHJ0BCdo5za1HTO9UJjecjcMxgCDRgCxjEdLZT5d1LV47t9NtmJqtVouJydHolQq9U1t0xgnJydjenr6hUWLFjkvWrTIdcuWLdfefvttt5iYmMrvv//+anFxsTA8PNx/5MiRle7u7sYjR45kyeVylpKSIhk/fnyX1NTUCwCQnJxsee7cuTSVSqVfuHChS3BwcG1Lx37uuefKNmzYYB8eHl4bFBRUK5FIGm1d3759u+2gQYPKGy5rOONtdHR05apVq27MnDmzYPjw4YrQ0NCagQMHVsycObPEycnJ9MorrxSPGDFCsXPnTvt+/fpVTp06tSQoKEh35MgR+bfffut45syZC4wxhIWF+Q8cOLCq4ay3Y8eOLd2yZYv92LFjK7RaLXfs2DGbb7755try5cudbG1tTampqRc0Gg3Xo0cPVWxsbOWd1+JeP4d//vOfN11dXU1GoxF9+vRRnjx5UhYSEqJ98cUXu27atCk7Ojq6trS0VGBlZcUvXLjQFQCysrLSz507Jx0+fLhfdnZ2qvnYKSkpaVZWVnxoaKj62WefrejXr1+jn0VVVZXg8OHDNgsWLLiZn58vPnv2rFVycnKaq6uradasWR6NfQe++OILx2vXrknS0tLSxWIxCgoKhLW1tdy0adM679u3LzM4OFj3/PPP+y5ZssR5wYIFhUDj37G//e1v7r17965eunRp3nfffWe7efNmpzvj+/DDD28uW7bM1Tyj7Z49e+pvZubNm+ceEhJSe+DAgexdu3ZZT5o0qXNGRkY6AFy6dEl6/PjxzPLycqG/v3/gm2++WZSWlibZtm2bQ1JSUoZEImETJkzw/vLLLx1nzZpVotFoBIGBgZrly5fnmvfv4+OjPXHihDwqKqrF77FZh2rJJ4QQQtpb6foN0F+5Asdp0yC0tYVA/tC6OLc+g0aAsssyGDQPnB/k5+eLrK2t77t/SHx8fBkARERE1Obk5EgA4ODBgzaffvqpm0qlUkdGRip1Oh136dIlC71ez8XHx/veaq3tmp2dLTXvJzg4uKappHbixIneSqVSHRgY6N9weUJCQumPP/7osHHjRsf4+PjSO983f/58T09Pz6Bp06Z1XrBgQV7DdQ2766xateoGALz++uslKSkpaS+88ELp4cOHrXv06KHSaDRcnz59NFeuXEmZM2dOfmlpqahPnz7+Z8+elR48eNBq+PDh5TY2NrytrS3/zDPPlP3xxx+3jVcYNWpUxfHjx200Gg23bds224iIiCorKyt24MABm61btzqqVCp1aGiof1lZmSg9PV3a0rVoyjfffONw6wmJ+uLFi9Lz589Lk5OTpS4uLobo6OhaAHBwcODFYjGOHz9ulZCQUAIAoaGhWnd3d31KSooUACIjIys7depksrKyYs8880zZwYMH75rqOScnR6JSqdQRERGqIUOGVIwZM6YSAKKioipdXV1NQNPfgd9//91m+vTpRWJx3YMVV1dX0/nz56Wenp664OBgHQBMnjy55OjRo/XXsbHv2IkTJ6z/8pe/lADAuHHjKmxsbO5rYMCpU6esX3rppRIAGDlyZFV5ebmopKRECABDhgwpl8lkzM3Nzejg4GC4ceOG6JdffrFOTU2Vh4SE+KtUKvXRo0dtLl++LAEAoVCIyZMnlzXcv5OTkzEnJ6fFp0cNdaiWfEIIIaQ9GYqLUfz555CFhUHeMwIiR8f2DqlOMy3ut2E8cOO0DJ49NOAeLM+3tLTk9Xr9fe9EKpUyABCJRMxoNHJA3YRi27ZtuxQSEqJruO3cuXPdXVxcDNu3b7/C8zxkMlmYeZ1cLufN/w4KCtLs3Lmzvr/9hg0brufl5YnCw8NvS/K9vb2NYrGYHT582GbNmjXXjx49eltCunDhwhsJCQllH374ocvkyZM7p6WlXWjpfHx9fQ2JiYkliYmJJX5+fgFJSUmyqKioWltbW37SpEnlkyZNKk9ISMDOnTtthUJhi/3y5XI569WrV9UPP/xgs2XLFvvx48eX3rpG3LJly67HxcVVNtx+z5491g2vxb3IyMiw+Oyzz1zPnDlzwdnZ2RQXF+er1WoFjDFwHHdXjA27ttzpzonfGpsIztwn/87lDeNu6jvQWEzNxQM0/h0DAMEDPHFr7JjmuBo+ERIKhTAajRxjjBs9enTJv//975t3vs/CwoK/cxyLTqcT3O/nSC35hBBCyENSuGQpeI0GjtNegcjODoLHrWQmJwC8ej5wgg8Azs7OJpPJxNXW1j7w9L4xMTGVy5Ytc+X5uhzn2LFjMgCoqKgQurm5GYRCIT7//HPHpqqyxMbGVul0Om7x4sXO5mXV1dWNnuR7771384MPPrjR1GBhoVCI+fPnF/I8z23fvt2mubi3bdtmo9PpOAC4fv26qLy8XOjj46Pft2+fZVFRkRCo69aUlZUl9fX11Q8YMKB67969dlVVVYLKykrB3r177WNiYu4alDxu3LjSdevWOZ0+fdr6hRdeqASAwYMHV3zxxRfO5uMlJydLKisrGz3H3r17K65cudJkq3BZWZlQJpPxDg4OppycHNHBgwdtASAkJERbUFBgcejQIfmt7QQGgwGRkZHVGzdudDAfNy8vzyI4OFgLAEePHrUpKCgQVldXc3v37rWLjo6ubu6aNaWp78CgQYMqv/zyS2dzf/WCggJh9+7dtTdv3rRITU2VAMD69esdo6Kimh3c3atXr6o1a9Y4AsDWrVttKisr7xopb2tra6qurm50BH2vXr2q1q5d6wjU3VjZ29sbHRwcmkzKhw4dWrlnzx77mzdvisxxZ2VlNfkL48qVK5LQ0FBtc+dwJ2rJJ4QQQh4Czf/Oo3LXLtjGxcHCywtC2yevZOad+vXrV7Fv3z4rc/WcK1euSFxdXYPN6z/++ON7esKwaNGi3FdeecVbpVKpGWOcp6en7o8//riUmJhYGBcX13XHjh32kZGRVTKZrNGkSiAQYPfu3dkzZ870WrFiRScHBwejXC43vfvuuzfu3Hbw4ME1LcUjEAjw1ltv5S5durSTueW8YZ98BwcH4/Hjx7N++eUXmzfeeMNbIpHwAPDee+/d8Pb2Nu7atct21qxZPgDA8zw3aNCgikmTJpUJBALEx8eXPPXUU/4AMHHixKKG/fHNnn/++crp06d3HjRoULm5VXrOnDnFV69elQQFBfkzxjgHBwfD3r17s+98r8lkwrVr1yTOzs53daUymUyQSqUsIiJCExgYWOvn5xfg7e2tCwsLqwbqWsA3bdqUPXv2bG+tViuQSqX84cOHs+bNm1c4ceJEH4VCoRYKhVi1atVV80Di8PDw6rFjx3a+evWqNC4urqSp/vgtaeo7MGfOnKKsrCyJSqUKEIlEbNKkSUVvv/120Zdffnl19OjRXU0mE0JCQmrfeOONopb2HxcX10WtVvv37t272s3N7a7uTRERERqRSMSUSqU6Pj6+OCwsrP6zWbx4ca6565hMJuPXrVt3pbnjhYWFaefPn39z4MCBCp7nIRaL2YoVK64rFIq7jpuTkyOSSCTMx8fnvkbeci090ngchYeHs6SkpPYOgxBCyBOC8Tyujh4DQ24uvL5aDbGXF0RtmORzHHeGMRbecNn58+evhoSEFLdZEI04duyYbMmSJZ127NjRbMJD2s7p06elq1atcvr6669vu8HRaDRc586dg9LS0tIcHR3bv1A9qffee++52NjY8HPmzLnr5/n8+fNOISEhvo29j7rrEEIIIQ+ofNt2aNPS4PDyyxDa2EBo3epzOz0W+vbtq+nfv3/lo1Sf/UnXo0cP7Z0J/uHDh+UBAQHqKVOmFFKC/+ixs7MzzZo1675v2Km7DiGEEPIAjFVVKFq+HBKVClbR/SB0cGj/kpmPkMTExJL2joE0r1+/frWXL19Oa+84SONef/31P/UzRL+FCCGEkAdQvPxfMJWWwmnmTAjklhA8oRNfEUIeLZTkE0IIIX+SNjMLZVu2wHrYMFh06QyRo0OjJQIJIaStUZJPCCGE/AmMMRR8+CE4CwvYJyRAZGMDgUTS3mERQggASvIJIYSQP6Xql19Re+oUHKZMgcjWFkI7u/YOiRBC6lGSTwghhNwnU20tCj75BGIfH9gMfRpCB3tw4vuacf6JUF1dzfXo0UNpNBqRmZlp4efnF3DnNomJie47duxo9XJEOTk5otjY2M6enp5BAQEB/t27d1etX7/eDqibvIjjuLBPP/3Uybz9sWPHZBzHhS1YsMAVAOLi4nw9PDyCVCqVWqlUqnfu3Fkfc0REhNLX1zdQpVKpVSqVeujQoV0A4Pz585KIiAilSqVSd+nSJWD8+PE+AFBVVSUYOXJkZ4VCofbz8wsICwtTVlRUNJuTyeXy0Fa4LB3SihUrHBMSErwB4JNPPnH+7LPPHM3Lr169Wv+DOnbsWJ8zZ85IWzMWDw+PoLy8PJFWq+XCw8OV5km72gJV1yGEEELuU8mqVTDm5cHtk08gsLCA0KbZiU+fWCtXrnQaOXJkWVOzxwLA8uXLc1szBqPRCIFAgNjY2G7x8fElu3fvvgIAWVlZFt9//72deTs/Pz/Ntm3b7M21yDdu3OigVCpvm4hq4cKFN6ZMmVK2e/du61mzZvk8++yzqeZ169evv3znRE8zZ870nj17dsGECRPKAeDUqVMyAPjoo49cXFxcDLt27boC1N0MWFhYtPrERUajEc19Fh3tuAAwb968+kmwNm7c6NS9e3eNr6+vAQC2bNlyra3ikEqlLDo6uvLrr792mDFjRmlbHJNa8gkhhJD7oLueg9J138CyXz/IAgMgdHSkkplN2Lp1q+OYMWPKm9smLi7Od+3atfZAXavnnDlz3NVqtb9CoVCfO3dOCgCVlZWC0aNH+wYGBvr7+/urN27caAcAmZmZFmFhYUq1Wu2vVqv99+/fbwnUtcz37NlTERsb21mpVAbs3r3bWiwWs4YJn0Kh0L/zzjuF5tceHh56nU4nyMnJEfE8j99//9124MCBFY3FPHDgwOrCwsIWH90UFhaKfXx86mcwjYiI0ABAXl6e2MPDo75JNyQkRGeeIfbdd9919fPzC/Dz8wt4//33Xe7c5zPPPNNly5Yt9TOtxcXF+a5bt87OaDRi2rRpnoGBgf4KhUK9ZMkSp8auRXPxmludgbra+REREUoAmDt3rvvo0aN9IyIilJ6enkELFy50Aequf+fOnQNeeOEFX4VCoR46dGiXqqoqgXlfb7zxhltYWJhyzZo19j/88INN9+7dVWq12n/YsGFdzE8uDh06JA8NDVUplUp1UFCQf1lZmaC2tpYbNWqUr0KhUPv7+6t3795tDdS1xA8ZMqRrVFSUn4+PT+D06dM9zbH/61//cvT19Q3s0aOH8vjx41bm5XPnznVfsGCB69q1a+1TU1PlCQkJXVQqlbq6upqLiIhQHj58WA4Aq1atcjA/WZkxY4aH+f1yuTz0tdde81AqleqQkBBVTk6OCAByc3NFTz/9dNfAwED/wMBA/3379lkCQH5+vrBv375+/v7+6vj4eJ+Gk86OGjWq/LvvvnNo7jN4mKglnxBCCLlHjDEULvoYYAyOr7wCTiJ5LEpm/v3Y370ulV2St7QdYwxak1YgFUr5lqoEdbPvVvtB3w9ymlqv1Wq5nJwciVKp1De1TWOcnJyM6enpFxYtWuS8aNEi1y1btlx7++233WJiYiq///77q8XFxcLw8HD/kSNHVrq7uxuPHDmSJZfLWUpKimT8+PFdUlNTLwBAcnKy5blz59JUKpV+4cKFLsHBwbUtHfu5554r27Bhg314eHhtUFBQrUQiabR1ffv27baDBg0qb7gsISGhi1Qq5QEgOjq6ctWqVTdmzpxZMHz4cEVoaGjNwIEDK2bOnFni5ORkeuWVV4pHjBih2Llzp32/fv0qp06dWhIUFKQ7cuSI/Ntvv3U8c+bMBcYYwsLC/AcOHFjVt2/f+icKY8eOLd2yZYv92LFjK7RaLXfs2DGbb7755try5cudbG1tTampqRc0Gg3Xo0cPVWxsbOWd1+J+PouGLl26JD1+/HhmeXm50N/fP/DNN98sAoCrV69KV61adXXIkCE1o0eP9l2yZInz+++/XwAAUqmUP3PmTGZeXp4oNja26+HDh7NsbGz4d955p9MHH3zgunDhwvwXX3yx66ZNm7Kjo6NrS0tLBVZWVvzChQtdASArKyv93Llz0uHDh/tlZ2enAkB6err8/Pnz6TKZjO/WrVvgG2+8USAWi7Fo0SL3M2fOXHBwcDD16dNHGRgYeNvnPWXKlLIvvvjCZenSpTl3PnG5evWq+N133/U4c+bMBWdnZ2NUVJRiw4YNdhMnTizXaDSC3r17V69cufLm9OnTPVeuXOn8ySef5E2bNs1r7ty5BU8//XT1xYsXLZ5++mm/y5cvp/3tb39z7927d/XSpUvzvvvuO9vNmzfXdwHr0aOHJjk5uc1+YVCSTwghhNyj6iNHUP37H7CfPBlCB3uIHB07VMlMrUkruF51XeZt7a2RiWT8g+wrPz9fZG1tfd9T3cbHx5cBQERERO2uXbvsAeDgwYM2v/76q92KFSs6AYBOp+MuXbpk4ePjY3jppZd80tPTZQKBANeuXasvbxQcHFzTVFI7ceJE71OnTlmJxWJmvikAgISEhNK4uLiuGRkZsvj4+NKjR49aNXzf/PnzPf/+9797lpaWig4dOnSh4brGuuu8/vrrJc8++2zljh07bHbv3m23bt065/T09PQ+ffporly5krJjxw6b/fv32/Tp08f/0KFDGQcPHrQaPnx4uY2NDQ8AzzzzTNkff/xh3TDJHzVqVMW8efO8NRoNt337dtuIiIgqKysrduDAAZuMjAy5+ZpVVVUJ09PTpRYWFqy5a3GvhgwZUi6TyZhMJjM6ODgYbty4IQKATp066YcMGVJz67qWrFixwgVAwa3rWQYABw8etMzOzpZGRESoAMBgMHBhYWHVycnJUhcXF0N0dHQtADg4OPAAcPz4cavXXnutEABCQ0O17u7u+pSUFCkAREZGVppn5e3WrZs2OztbUlhYKOrVq1eVu7u7EQBeeOGF0qysrHvua3/06FHLhu8fO3Zs6aFDh6wmTpxYLhaL2bhx4yoAICwsrObAgQM2AHDs2DGbixcvysz7qK6uFpaVlQlOnDhh/cMPP1wCgHHjxlVMmzatfgZhkUgEsVjMysrKBPb29g/083UvKMknhBBC7gGv06Hw40UQubjA9vnnIbSygkDaqmP2HprmWtwb4hmP5KJkWbBzsEbAPVgXJEtLS16v19/3TqRSKQMAkUjEjEYjB9Q9Ydi2bdulkJAQXcNt586d6+7i4mLYvn37FZ7nIZPJwszr5HJ5fRIVFBSk2blzp7359YYNG67n5eWJwsPD/Rvuz9vb2ygWi9nhw4dt1qxZc/3OJH/hwoU3EhISyj788EOXyZMnd05LS7st0W+Mr6+vITExsSQxMbHEz88vICkpSRYVFVVra2vLT5o0qXzSpEnlCQkJ2Llzp61QKGyxX75cLme9evWq+uGHH2y2bNliP378+NJb14hbtmzZ9bi4uMqG2+/Zs8e64bVojlAoZDxft6lGo7nts2v4VEMoFML82dx5k9vwtbW1NX8rNkRGRlaax0OYnTx5UsZx3F3n3LCLy50ajl0QCoXMYDA0Gsf9aO54IpGICW51xxOJRGj4nUxKSrpgZWV115sFzXTfMxgMnFwub/XxFwD1ySeEEELuSen6DdBfuQLHmTMhEIsg6oAlMwWcAN1duj9wgg8Azs7OJpPJxNXW1j7wo46YmJjKZcuWuZoT0GPHjskAoKKiQujm5mYQCoX4/PPPHU0mU6Pvj42NrdLpdNzixYudzcuqq6sbPcn33nvv5gcffHCjqYGiQqEQ8+fPL+R5ntu+fXuzI663bdtmo9PpOAC4fv26qLy8XOjj46Pft2+fZVFRkRCo69aUlZUl9fX11Q8YMKB67969dlVVVYLKykrB3r177WNiYqru3O+4ceNK161b53T69GnrF154oRIABg8eXPHFF184m4+XnJwsqaysbPQce/furbhy5cpdYwo8PT31x44dkwPA1q1b7e9+593y8vIsDhw4YAkA3377rUOfPn2q79ymf//+NUlJSVapqakSoK66UHJysiQkJERbUFBgcejQITkAlJWVCQwGAyIjI6s3btzoYD6PvLw8i+DgYG1TMfTr16/mxIkT1vn5+UKdTsf9+OOPjcZuZWVlqqioEDb2/pMnT1rn5eWJjEYjvv/+e4f+/fvfdR4NRUZGVi5evLh+zMTx48dlANCrV6+qNWvWOALA1q1bbSorK+uPl5+fL7S3tzc21Q3sYaMknxBCCGmBobAQJatWQfbUU5BH9IDQzg6chUV7h/XI69evX8W+ffvqW8OvXLkicXV1DTb/WbNmzT0lkosWLco1Go2cSqVS+/n5BcyfP98DABITEws3b97sGBISosrKypLKZI13MRIIBNi9e3f2kSNHrD08PIKCgoL8J0yY4Pvuu+/euHPbwYMH10ycOLG8uXgEAgHeeuut3KVLl3YyLzMP6FSpVOo+ffooAOCXX36xUSqVAUqlUj148GDFe++9d8Pb29uYlZUl7du3r1KhUKgDAwPV3bt3r500aVJZZGRkbXx8fMlTTz3lHxYW5j9x4sSihl11zJ5//vnK06dPW0dGRlaan3zMmTOnWKVSaYOCgvz9/PwCpk6d6mNu5W7IZDLh2rVrEmdn57u6Ui1YsCB33rx53mFhYcp7eaoAAF26dNGuWbPGUaFQqMvKykRvvPFG0Z3buLu7G1etWnV13LhxXRQKhTosLEyVkpIilUqlbNOmTdmzZ8/2ViqV6v79+ytqa2sF8+bNKzSZTJxCoVCPHTu266pVq66aByY3xsfHx/DWW2/l9urVyz8yMlLR1PiLhISE4tdee83HPPC24fsXLFhwMzo6WuHv7x8QHBxca66I1JTVq1fnnD171lKhUKi7du0a8NlnnzkDdd/VY8eOWanVav9ff/3V1s3Nrb6b1M8//2zT1GDu1sA194jicRUeHs6SkpLaOwxCCCEdAGMMufPeQuVPP8Hrq68g9vCAhZcnOOFdDYLthuO4M4yx8IbLzp8/fzUkJKS4vWIC6lrclyxZ0mnHjh1XWt6atIXTp09LV61a5fT111/fdYNzvzIzMy1GjBjhd/HixbSHEVtHN2TIkK5Lliy5cWe3swdx/vx5p5CQEN/G1j3yffI5jnsOwDMAXAD8mzG2r30jIoQQ8iSpOXMWlXv2wDYuDmI3NwidHB+pBP9R1rdvX83p06cr27NOOrldjx49tD169HjgBJ/cH61Wy40cObL8YSb4LWmX7jocx63hOK6Q47jUO5YP5Tguk+O4SxzH/Q0AGGM7GGNTAUwGMLYdwiWEEPKE4g0GFH38MQS2trCfMAGchRjCx6Bk5qMkMTGxhBL8jkmpVOqpFf/eSKVSNmvWrJK2PGZ79clfB2BowwUcxwkB/BvAMABqAOM5jlM32GT+rfWEEEJImyjftg3atDQ4vfIKBBbiDlcykxDScbVLks8YOwzgzil9IwBcYoxdZozpAXwH4FmuzmIAPzPGzrZ1rIQQQp5MxrIyFH/2GSRKJSwHDIBALodAJmv5jYQQ8gh4lKrreABoWMf3xq1lrwEYBGAUx3HTm3ozx3GvcByXxHFcUlHRXQO7CSGEkHvGGEPRihUwlZTCafZscCYTRA5tNhs9IYQ8sEepk1xjzz8ZY2wFgBUtvZkxthrAaqCuus5Djo0QQsgTRJOejvLvt8F66FBIunaB0NqGSmYSQh4rj1JL/g0AXg1eewLIbadYCCGEPKGY0YiixZ+As7CAw9SpAAChbbNzHpEmVFdXcz169FAajUZkZmZa+Pn5Bdy5TWJiovuOHTusWzsWuVwe2vB1Y/HMnTvXfcGCBa4A8Ntvv1kGBwerVCqVukuXLgFz5851b27/K1ascExISPB++JF3TBEREcrDhw/LASA6OrpbcXGxsLi4WLho0aL6CcuuXr0qHjp0aJfWjGPPnj3WMTEx3QBg8+bNtnPmzGn2c36cPEpJ/mkAfhzHdeY4zgLAOAC72jkmQgghT5jKvXtRe+oUHCZPhlAmhdDRERxVh/lTVq5c6TRy5Miy5qrrLF++PPe55567a1bXh8VovGvOp3vy0ksvdV61atW1jIyM9KysrLQXX3zxzrGErcJgMLTFYW7zZ6/Rw3Lo0KFLTk5OppKSEuF//vOf+llkfX19Db/88svltopj7NixFb/88otdVVXVo5Qf/2ntVUJzM4D/AlByHHeD47iXGGNGALMA/ArgAoCtjLH7KsvEcVwsx3GrKyrabDIxQgghHYixshKFy/8Fsbc3bEeOBCcSUcnMB7B161bHMWPGlDe3TVxcnO/atWvtAcDDwyNozpw57mq12l+hUKjPnTsnBYDKykrB6NGjfQMDA/39/f3VGzdutAPqWuPDwsKUarXaX61W++/fv98SqGud7dmzpyI2NrazUqm86+nBvSgtLRV5e3sbAEAkEiEsLEwLAAUFBcJBgwZ1VSgU6pCQENXJkydvG41dUlIi9PDwCDKZTACAqqoqQadOnYJ1Oh2XlpYmiYqK8gsICPAPCwtTms8vLi7O9+WXX/bs2bOn4tVXX/VsKqaGrc4AkJCQ4L1ixQrH5q7d3Llz3Z977rnOvXr1Uvj4+AQuW7bMqbFrZDQaMW3aNM/AwEB/hUKhXrJkiZP5OPPnz3dVKBRqpVKpfvXVVz0A4Pjx47KQkBCVQqFQDx48uGtRUZEQqGuhnzFjhkdQUJC/r69v4C+//GIF1D3VGTFiRBeFQqF+5plnumi12vpu2h4eHkF5eXmiv/71r545OTkSlUqlnjZtmmfDpy21tbXcqFGjfBUKhdrf31+9e/dua6DuCcqQIUO6RkVF+fn4+AROnz69/vr98MMPNt27d1ep1Wr/YcOGdamoqBAAwLZt22w6d+4cEBYWpty2bZudeXuBQIA+ffpUbdmyxfZevyePsnZpmmCMjW9i+V4Aex9gv7sB7A4PD5/6Z/dBCCHkycQYQ8nqr2DMzYX70qUAb4LIpRM4wePfqJf79jteuosX5S1txxgD02oFnFTKt1QqVOLnV+v+0Yc5Ta3XarVcTk6ORKlU6u8nVicnJ2N6evqFRYsWOS9atMh1y5Yt195++223mJiYyu+///5qcXGxMDw83H/kyJGV7u7uxiNHjmTJ5XKWkpIiGT9+fJfU1NQLAJCcnGx57ty5NJVKdV/HN3vllVcK/P39A3v27Fk1ZMiQipkzZ5bI5XI2b94895CQkNoDBw5k79q1y3rSpEmdMzIy0s3vc3R0NKlUqtq9e/dax8bGVn333Xe20dHRFRKJhL388ss+q1evvhYUFKT7/fffLWfMmOF94sSJLADIzs6WHjt2LOtB5hRo7NoBwIULF2Rnzpy5UFVVJQwNDVXHxcVV3HmNli5d6mRra2tKTU29oNFouB49eqhiY2Mrk5OTpT/99JP9mTNnMqytrfmCggIhAEyePLnzp59+ev2ZZ56pTkxMdH/rrbfc16xZkwMARqORS0lJubBlyxbb999/333o0KFZS5cudZHJZHxWVlb6yZMnZX379lXfGf+yZctujBgxQma+npmZmfUDYRYvXuwCAFlZWennzp2TDh8+3C87OzsVANLT0+Xnz59Pl8lkfLdu3QLfeOONAktLS/bRRx+5HT58OMvGxoZ/5513On3wwQeu77//fv6sWbN89+/fnxkQEKAbMWLEbd2BwsPDa44cOWL18ssvl/3pD+IR8fj/5iKEEEIeAt3lyyjbuBGWkZGQBgeDk8kgkLeYF3coTKsV6K9dkzGt9oHzg/z8fJG1tfV99wOJj48vA4CIiIjanJwcCQAcPHjQ5tNPP3VTqVTqyMhIpU6n4y5dumSh1+u5+Ph4X4VCoR49enTX7OxsqXk/wcHBNc0l+E3dxJiXL126NO+///3vhUGDBlVu3brVsX///goAOHXqlPVLL71UAgAjR46sKi8vF5WUlNw2BfLo0aPLNm/ebA8AW7dudRg3blxZRUWF4Ny5c1ajR4/uqlKp1K+++qpPYWGh2PyeF154odluTfeisWsHAMOGDSu3srJibm5uxt69e1ceOXLEErj9Gh04cMBm69atjiqVSh0aGupfVlYmSk9Pl+7fv99mwoQJxdbW1jwAuLq6mkpKSoRVVVXCZ555phoApk6dWnLixAmrhucPAH369Km5ceOGBQAcPXrUauLEiSUA0LNnT41Coai9n3M7fvy4VUJCQgkAhIaGat3d3fUpKSlSAIiMjKx0dHQ0yeVy1q1bN212drbk4MGDltnZ2dKIiAiVSqVSf/fdd47Xr1+3+N///if19PTUBQUF6QQCAV588cXbJqjq1KmTMT8/v0OMsqdOhoQQQp54zGBA0dJlgMkEx1dfBYwGiDq5tndYD01zLe4NMZ6H5vx5mSwkRPOgTzAsLS15vV5/3zuRSqUMAEQiETMajRxQ94Rh27Ztl0JCQnQNt507d667i4uLYfv27Vd4nodMJgszr5PL5Xxzx3F1dTVWVFTclpyXlpYKO3fuXH+MgIAAXUBAQNHcuXOLHB0du+fn5wsZu7uAH8dxty0cP358+fvvv+9RUFAgTE1NlcfGxlZWVlYKrK2tjQ1b/RuysrJqNl4AEIvFjOf/bzOdTnfbnUpj1+5WfHfGC+D2a8QY45YtW3Y9Li6usuG2e/futbnfCeAaxAGTydRkHPejsetuZmFhUb9SKBQyg8HAMcYQGRlZuXv37isNtz1+/LisuTg0Gg0nlUpb/CweBx2qJZ/65BNCCPkzqg4fRvUff8Bu/HiIHBwgtLGB4AksmckJBJCHhj5wgg8Azs7OJpPJxNXW1j7wFMExMTGVy5YtczUnuMeOHZMBQEVFhdDNzc0gFArx+eefO5r7wd8LW1tb3sXFxbBz505roK6v/cGDB20HDBhQDQDfffedrfl4KSkpUqFQyJycnEy9evWqWrt2rSNQ16/d3t7e6ODgwN+575CQkJpp06Z5Dxw4sEIkEsHBwYH39PTUr1mzxh4AeJ7Hf//730ZnV/vjjz/kzz//vO+dy7t27aq7dOmSTKPRcCUlJcKjR4/eU9mnn3/+2a62tpbLz88XnjhxwjoyMrLmzm0GDx5c8cUXXzibbxySk5MllZWVgqFDh1Zu2LDByTwYtaCgQOjo6GiysbExmfvb/+c//3Hs3bt3dXMxREZGVm/cuNEBAE6fPi3Nysq66zGZra2tqaamptEvX8P3JycnS/Ly8iyCg4O1TR2vf//+NUlJSVapqakSoG5sRHJysqR79+7aGzduWKSlpUkA4LvvvrttAozMzExpQECAprlzeVx0qCSfMbabMfaKrW2HGC9BCCGkDZiqq1G07J8QubjAbtw4gPEQ2tm1d1gdQr9+/Sr27dtX343jypUrEldX12DzH3PC25JFixblGo1GTqVSqf38/ALmz5/vAQCJiYmFmzdvdgwJCVFlZWVJZTJZky2wWq1W0PDY7777rus333xz5aOPPnJTqVTq6Oho5VtvvZUbEBCgA4CNGzc6dunSJVClUqkTEhI6f/3111dEIhEWL16ce/bsWblCoVC/8847HuvWrbvS2PHGjBlTtnPnTofx48fXV+XZvHnz5bVr1zoplUq1n59fwPbt2+0ae+/Vq1clMpnsrqbrbt26GWJjY8v8/f0DRo0a1TkgIOCeuryEhobWDBw40K9nz57+b7zxRp6vr+9dJXzmzJlTrFKptEFBQf5+fn4BU6dO9TEYDNyoUaMqhw0bVt69e3d/lUql/uCDDzoBwNq1a6+89dZbngqFQp2cnCxbtGhRs2XP33jjjcKamhqhQqFQf/TRR52CgoLuutHo1KmTKSwsrNrPzy9g2rRptw1AnjdvXqHJZOIUCoV67NixXVetWnW1sWtk5u7ubly1atXVcePGdVEoFOqwsDBVSkqKVC6Xs5UrV14bMWJEt7CwMKWXl9dtXboOHz5s/dxzz3WI1mKuuccfj6vw8HCWlJTU3mEQQgh5xDGeR/GqVSj+1wq4/uMfsOzVE0IHB4ges8YijuPOMMbCGy47f/781ZCQkOL2igmoa3FfsmRJpx07djSaCJPGTZs2zfMvf/lLSc+ePR+4RXnu3LnuVlZWpvfff7/gYcTWkeXk5IjGjBnT5b///W9We8dyr86fP+8UEhLi29g66pNPCCHkiaW/cQOla9dB1r07LKOiwJmMEFq3+rxMT4y+fftqTp8+XWk0GvGgg0qfJKtWrbrR3jE8iS5fvmyxbNmyexq/8jignzhCCCFPJGYwoHjFSvDV1XCaPRsw6CF0du4QJTMfJYmJiSUtb0Vayz//+c9mu9GQ/xMdHX1fFX8edR3qNxkNvCWEEHKvak6dQuXevbB99llYeHmBk0ghoImvCCEdRIdK8mngLSGEkHthqqlB0afLIbC2hsNf/gJer4PI0eGBSvwRQsijpEMl+YQQQkhLGM+jYvt2aFNT4fjyy+DEYgitrSGQSFp+MyGEPCYoySeEEPJEMRQUoHj1V5AoFLAeNgzgeYjs76mSIyGEPDYoySeEEPLEYHo9Sr5cBVNx8f8NtnWwBycWt3dohBDyUFGSTwgh5ImhSUlB+Q8/wHrwYEjVanACAZXMbEXV1dVcjx49lEajEZmZmRZ+fn4Bd26TmJjovmPHjlb/EIRCYZh5Mq1hw4Z1Mc/gev36ddGIESO6eHl5BXbt2jUgOjq6W3JysgQAUlJSJDExMd28vLwCAwIC/Hv27Kn4+eefrYC6muoxMTHdlEql2vy+5o7f1Pk/bB4eHkF5eXkiAJDL5aEtxTB37lz3BQsWuAJAXFycr4eHR5BKpVKr1Wr/AwcOtPtI9BUrVjgmJCR4A8Ann3zi/Nlnnzmal1+9erX+7nzs2LE+Z86ckbZmLKdOnZLFxcX5tuYxHqYOleRTdR1CCCFNMdXUoGjlSnAiERynTwfTaiFwdAQnFLZ3aB3WypUrnUaOHFnWXI385cuX5z733HNVrRWD0WgEAEgkEj4jIyP94sWLaWKxmC1btsyZ53mMHDmyW79+/apycnJSs7Oz0z7++OObubm54traWi42Ntbv5ZdfLsrJyUlNS0u78Nlnn12/ePGiBADeeustjwEDBlRmZmamZ2dnp33yySc3W+scGjIY7pqs9qFauHDhjYyMjPSFCxfefPXVV33uXG++nu1h3rx5RbNmzSoBgI0bNzpdv369PsnfsmXLtbCwMG1rHdtgMCAiIkKTl5dncfHiRYvWOs7D1KHq5DPGdgPYHR4ePrW9YyGEEPLoYCYTqn7+BbUnTsJx2jQIbW0BDhA+ISUzf1t/wav0ZrW8pe0YYzDqeYHIQsC3VGnIwcOqdmCCf7MTB23dutXxu+++u9zcNnFxcb4jRoyomDJlSpmHh0fQmDFjSn799Vdbo9HIbdmy5XJoaKi2srJS8NJLL3lfuHBBZjKZuHfeeSd3woQJ5ZmZmRbx8fGdNRqNAAD+9a9/XR88eHDNnj17rD/44AM3FxcXQ3p6ujw7Ozut4TEjIyOrk5OTZXv27LEWiURs3rx5ReZ1ffr00QDAp59+6vTUU09Vv/jii/Uthz169ND26NFDCwD5+fniIUOG1K8zz07L8zxmzJjh+fvvv9tyHMfefPPNvKlTp5Y1PH5wcLBqzZo1V8PDw7UAEBERoVy2bFlOSEiItrHzXLFihePPP/9sq9PpBLW1tYITJ060+oysQ4cOrXrxxRclQN3TgfHjxxf/8ccfNtOmTSt0cnIyvf/+++56vZ7z8fHRfffdd1dtbW35Q4cOyRMTE71ra2sFFhYW7PDhw5kSiYQlJCT4JCcny4VCIT755JOc2NjYqhUrVjju2bPHTqPRCK5fvy4ZNmxY+ZdffnkDAP71r385fvrpp27Ozs6Grl27ai0sLBjwf7P3du7cWZ+amipPSEjoIpVK+aSkpAsDBgxQLF26NKdfv361q1atcli2bFknxhg3aNCg8i+++OImUPdk46WXXirct2+frVQq5ffs2XPJy8vLmJubK5oyZYrPzZs3LQDgn//85/UhQ4bUzJ071z0vL098/fp1CwcHB+Pu3buvDBs2rPybb76xX7hw4SM/g3CHasknhBBCGmMsLkbxF19A7OkJu1GjbpXMdKSSmXcw6nlBRZFGZtTzD5wfaLVaLicnR6JUKvX38z4nJydjenr6hb/85S9FixYtcgWAt99+2y0mJqYyNTX1wpEjRzLnz5/vWVlZKXB3dzceOXIkKz09/cKWLVsuz5kzx9u8n+TkZMslS5bcvDPBNxgM+PXXX22CgoI0ycnJspCQkEYnQEpLS5OGhoY2OTnSzJkzC1977TXfnj17Kt56661O5q4j69evt0tJSZFduHAh7bfffstasGCB57Vr124b9BEXF1e6adMmBwC4du2auLCwUBwVFVXb1HkCwNmzZ602b958pS0SfAD47rvv7Pz8/DTm11KplD9z5kxmbGxs1UcffeR2+PDhrPT09AtPPfVU7QcffOCq1Wq5F198sevy5cuvZ2Zmph86dCjTysqKX7x4sQsAZGVlpX/77beXX3nlFd/a2loOANLT0+U7duy4fOHChbRdu3bZX7p0SXzt2jXxokWL3I8fP55x5MiRrKysLNmdsU2ZMqUsMDCwdv369ZczMjLSraysmHnd1atXxe+++67HwYMHs9LT09POnTtnuWHDBjsA0Gg0gt69e1dnZmam9+7du3rlypXOADBt2jSvuXPnFqSmpl748ccfs6dPn+5r3l9ycrL8119/vbR79+4rANCzZ8+a48ePPxZ9/DpUSz4hhBByJ16vR+n69TDcvAm3xYvBGIPQ0hICaat2332ktNTibsYYQ/7lSlmnLjaaB70Bys/PF1lbW9933474+PgyAIiIiKjdtWuXPQAcPHjQ5tdff7VbsWJFJwDQ6XTcpUuXLHx8fAwvvfSST3p6ukwgEODatWv1dVCDg4NrVCpV/Q2GTqcTqFQqNQD07Nmz6vXXXy9eunSp873GNXjw4K5Xr16Vdu7cWbtv377suLi4ysjIyJQff/zR9pdffrENCwtTp6SkpB05csR6zJgxpSKRCF5eXsaePXtWHz16VB4eHl6fMCckJJQNGjRI8emnn+auX7/ePjY2tqy58wSAqKioSldXV9P9Xs+GmvpMGy6fP3++5+LFi90cHBwM//nPf642jPlWjJbZ2dnSiIgIFQAYDAYuLCysOjk5Weri4mIwzxrr4ODAA8Dx48etXnvttUIACA0N1bq7u+tTUlKkABAZGVnp6OhoAoBu3bpps7OzJYWFhaJevXpVubu7GwHghRdeKM3KyrrnH9ajR49aNnz/2LFjSw8dOmQ1ceLEcrFYzMaNG1cBAGFhYTUHDhywAYBjx47ZXLx4sf5morq6WlhWViYAgKFDh5Y3vIlwc3MzFhQUPBYj9SnJJ4QQ0mExxqDNykLZt5sh790b8p49wWprIOrk2t6hPZI4joNbV1tNy1u2zNLSktfr9ff9REAqlTIAEIlEzGg0ckDd57ht27ZLISEhuobbzp07193FxcWwffv2KzzPQyaThZnXyeVyvuG25j75DZcFBQVpduzY0Wj91ICAAO2RI0eszK/379+fffjwYfkbb7zhZV7m6upqmj59eun06dNLY2Jiuu3bt8+KMdbY7m7TuXNng52dnfHkyZOyH374wWHVqlXXmjvPo0ePWt55Pn+Gq6ursaKi4rZBKKWlpcLOnTvXH2/hwoU3pkyZUnbne62trXlzjJGRkZXmlm2zkydPyjiOu+vkm7se5m44ACAUCpnBYOCApm9G7kVzxxOJREwgEJj/jYbfr6SkpAsNk3kzS0vL2667RqMRSKXSB/4s2gJ11yGEENJh8TU1KPniSzCjEU6zZoFpNRDa2YGzeCzGzT3WnJ2dTSaTiTN3zXgQMTExlcuWLXPl+brc6tixYzIAqKioELq5uRmEQiE+//xzR5Pp/hq6Y2Njq/R6Pbds2TIn87JDhw7Jf/rpJ6upU6eWJCUlWW3atMnWvK6mpqY+b9q1a5e1uUJPWVmZ4Nq1a5LOnTvro6Ojq7Zt2+ZgNBqRm5srOnXqlFVUVFTNncceNWpU6UcffdSpqqpKGBERoWnuPBvTuXPn+67UY2try7u4uBh27txpDQAFBQXCgwcP2g4YMKD6XvfRv3//mqSkJKvU1FQJAFRVVQmSk5MlISEh2oKCAotDhw7JgbprYjAYEBkZWb1x40YHAEhOTpbk5eVZBAcHNzlAtl+/fjUnTpywzs/PF+p0Ou7HH39s9CbMysrKdOcNi/n9J0+etM7LyxMZjUZ8//33Dv3792/2/CIjIyvN3YoA4Pjx401e9/T0dIlSqXwoN8KtjZJ8QgghHRIzmVB9+Aiqf/sN9mPGQOzmBoCrG3RL2kS/fv0q9u3bV98afuXKFYmrq2uw+c+aNWvuaRayRYsW5RqNRs5cAnP+/PkeAJCYmFi4efNmx5CQEFVWVpZUJpPdVwurQCDArl27sn/77TcbLy+vwG7dugX84x//cPf29jZYWVmxnTt3Xlq9erWzp6dnUPfu3VULFy50e/vtt3MB4PTp0/Lu3bv7KxQKdUREhP/EiROLo6OjaydOnFgeEBCg8ff3D+jfv7/ivffeu+Ht7X1Xt6UJEyaU/fTTTw7PPvtsaUvneae8vDwRY6zFmyetVitoeL3fffdd12+++ebKRx995KZSqdTR0dHKt956KzcgIEDX0r7M3N3djatWrbo6bty4LgqFQh0WFqZKSUmRSqVStmnTpuzZs2d7K5VKdf/+/RW1tbWCefPmFZpMJk6hUKjHjh3bddWqVVdlMlmTze0+Pj6Gt956K7dXr17+kZGRiuDg4EbHRSQkJBS/9tprPiqVSl1dXc01fP+CBQtuRkdHK/z9/QOCg4NrJ0yYUN7cOa1evTrn7NmzlgqFQt21a9eAzz77rMluXL///rvNiBEjHosyjty9PFZ6XHAcFwsgtlu3blMvXrzY3uEQQghpR4bCIlx/6SWYysvhs349AAahkxNEHbAuPsdxZxhj4Q2XnT9//mpISEhxe8UE1LVEL1mypNOOHTuutLw1uVebN2+2zc7OlsyfP7+wvWN5kmg0Gq5Xr17KpKSkDPEjMoHe+fPnnUJCQnwbW9eh+uRTCU1CCCEAwOt0KN+2DfqLF+H697/Xdc9hPIRWVi2/mTw0ffv21Zw+fbrSaDSiuVr55P6MHz/+sWhJ7mguXbpk8eGHH958VBL8ltBPHCGEkA6FMQbd1aso/eYbSIODYTVwIFhtDcRublQysx0kJiaWtHcMhDwMQUFBuqCgoHvu2tTeqE8+IYSQDsVUU4PS/6wBX1UF59mzwfR6CORyCGRNjqUjhJAOh5J8QgghHQYzGqFJSkLlnj2wiY2FRbdugMEAoYNDe4dGCCFtipJ8QgghHYaxrAzFX3wJgZUVHF966VbJTFsIqGQmIeQJQ0k+IYSQDoHX6VC5dy+058/D8aWXILhVRYdKZraf6upqrkePHkqj0YjMzEwLPz+/u2q7JyYmuu/YsaPVSx4JhcIwc2nKYcOGdTHXuL9+/bpoxIgRXby8vAK7du0aEB0d3S05OVkCACkpKZKYmJhuXl5egQEBAf49e/ZU/Pzzz1YAkJOTI4qJiemmVCrV5vc1d/ymzv9h8/DwCMrLy3toYy7nzp3rvmDBgrtmj7t69ap46NChXQBgz5491tbW1t39/f3VXbp0CfjrX//q9rCO/yDkcnkocHusx48fl23ZsqX+l8KmTZts33777U6tHUufPn0URUVFd9X1b02U5BNCCHnsMcagv3EDpf9ZA4tu3WATG1vXim9vD46qurSblStXOo0cObKsuco6y5cvz33uueeqWisGo7GuRL15xtuLFy+micVitmzZMmee5zFy5Mhu/fr1q8rJyUnNzs5O+/jjj2/m5uaKa2trudjYWL+XX365KCcnJzUtLe3CZ599dv3ixYsSAHjrrbc8BgwYUJmZmZmenZ2d9sknn9xsrXNoyGAwtMVhWuTr62v45ZdfLptfh4eHV1+4cCH9f//734Vt27Y5HjlyRN5w+/aMu2GsSUlJ8p9++qk+yX/xxRcrPvroo/zWOjbP8zCZTBg/fnzJ0qVLm6y/3xo6VJLPcVwsx3GrKyqoshQhhDxJTNXVKNv0LYyFhXCePRtgDJxQCGEHrIn/ONm6davjmDFjypvbJi4uznft2rX2QF0r9Jw5c9zVarW/QqFQnzt3TgoAlZWVgtGjR/sGBgb6+/v7qzdu3GgH1LWOh4WFKdVqtb9arfbfv3+/JVDXstyzZ09FbGxsZ6VSeVfreWRkZPWlS5cke/bssRaJRGzevHlF5nV9+vTRDB06tHrVqlWOTz31VPWLL75Yn1T06NFDO3v27BIAyM/PF3t5eenN63r27KkB6pK6adOmefr5+QUoFAr1V199ddeEX8HBwaqkpCSp+XVERITyyJEj8qbOc8WKFY7Dhg3rMmDAgG5RUVGKe7j0AIBBgwZ1DQgI8O/WrVvA0qVL62f13bZtm41arfZXKpXq3r17K4C62W8HDRrUVaFQqENCQlQnT56sH6menJws79Wrl8LHxyfQPDtwU08mbGxs+KCgoNrMzEzJ3Llz3cePH+/Tt29fvxdeeKFzbm6u6Omnn+4aGBjoHxgY6L9v3z5LAKioqBCMGjXKV6FQqBUKhXrdunV2ALBq1SoHhUKh9vPzC5gxY0b9xGByuTz0tdde81AqleqQkBBVTk6OCAAyMjIsunfvrgoMDPR//fXX3c3bm2PVarXcxx9/7L579257lUql/uqrr+xXrFjhmJCQ4A0AWVlZFr1791YoFAp17969FRcvXrQA6r6jkydP9goNDVV5enoGmb+vAPD3v//dNTAw0F+hUKjnzJnjbj5ely5dAiZMmOAdEBCgzs7Othg3blz5Dz/84Hivn93D0KGaN6hOPiGEPHmY0QhtWhoqvv8eVgMHQhYSAr6mGuJOncAJOlRb1p/26xfLvYpzrslb2o4xBqNeJxBZSPiWyo06efnUPj0jMaep9VqtlsvJyZEolUp9U9s0ul8nJ2N6evqFRYsWOS9atMh1y5Yt195++223mJiYyu+///5qcXGxMDw83H/kyJGV7u7uxiNHjmTJ5XKWkpIiGT9+fJfU1NQLAJCcnGx57ty5NJVKddvxDQYDfv31V5shQ4ZUJicny0JCQhqdUTUtLU0aGhra6DoAmDlzZuHkyZO7fPHFF7X9+/evnDFjRomvr69h/fr1dikpKbILFy6k5eXliSIiIvyHDBlS3fC9cXFxpZs2bXIIDw/PvXbtmriwsFAcFRVVO2vWLI/GzhMAzp49a5WcnJzm6upqutdruWnTpquurq6m6upqLjQ0VD1hwoQynue5WbNm+R48eDBDpVLpCwoKhAAwb94895CQkNoDBw5k79q1y3rSpEmdMzIy0gHgwoULsjNnzlyoqqoShoaGquPi4ppsTc3PzxeeO3fO8t13381NT0+XJScny0+ePJlhZWXFYmNjO8+dO7fg6aefrr548aLF008/7Xf58uW0v/3tb242NjamrKysdAAoKioSXr16Vfzuu+96nDlz5oKzs7MxKipKsWHDBruJEyeWazQaQe/evatXrlx5c/r06Z4rV650/uSTT/JeffVV75dffrlo1qxZJR9//PFdreZSqZT9v//3/3KTkpIs169ffx2ou4Eyr58+fbp3fHx8yWuvvVayfPlyxxkzZngdOHAgGwAKCgrESUlJGf/73/+kzz//fLcpU6aU/fDDDzaXLl2SJicnX2CMYdCgQd1+/vlnqy5duuivXr0q/eqrr65u3Ljxunn/er2ey8/PF3bq1OmeP8MHQb/9CCGEPNZM5eUoWf0VIBLBacYM8DodOJkMHJXMvG9GvU5Qnp8nM+p1D5wf5Ofni6ytrY33+774+PgyAIiIiKjNycmRAMDBgwdtPv30UzeVSqWOjIxU6nQ67tKlSxZ6vZ6Lj4/3VSgU6tGjR3fNzs6ubx0PDg6uaZjg63Q6gUqlUgcFBak9PT31r7/++n3NBjx48OCufn5+AUOGDOkKAHFxcZWXLl1KmTJlSnFmZqYsLCxMnZubKzpy5Ij1mDFjSkUiEby8vIw9e/asPnr06G03WAkJCWW7du2yB4D169fbx8bGljV3ngAQFRVVeT8JPgAsXrzYValUqsPCwvzz8/PFaWlp0oMHD1pGRERUma+NeZ+nTp2yfumll0oAYOTIkVXl5eWikpISIQAMGzas3MrKirm5uRl79+5deeTIEcs7j5WUlGTl7++vHjhwoOL111/PDw8P1wLA0KFDy62srBgAHDt2zOb111/3VqlU6tjY2G7V1dXCsrIyweHDh23mzJlTP3uvs7Oz6ejRo5a9evWqcnd3N4rFYowdO7b00KFDVgAgFovZuHHjKgAgLCys5tq1axZA3Y3Q1KlTSwFg2rRp9z0/w7lz5yxfeeWVUgCYMWNG6ZkzZ+pnzxs5cmS5UChEWFiYtqSkRAwAv/zyi83hw4dt1Gq1+laLvTQjI0MKAG5ubvqBAwfWNNy/o6Oj8fr1621WBaBDteQTQgh5svBaLaoOHkLt8eNwmDoVQienulZ8Vxea+KqB5lrcG2KMIe9ihszNT6V50OtnaWnJ6/X6+75ZkEqlDABEIhEzGo2cOa5t27ZdCgkJuW0iorlz57q7uLgYtm/ffoXnechksjDzOrlczjfc1twnv+GyoKAgzY4dO+7qTgMAAQEB2iNHjtQnefv3788+fPiw/I033vAyL3N1dTVNnz69dPr06aUxMTHd9u3bZ8UYa/EcO3fubLCzszOePHlS9sMPPzisWrXqWnPnefToUcs7z6cle/bssT506JB1UlJShrW1NR8REaHUaDQCxlijPxuNxc1xHLv1953L79o2PDy8+o8//rh053JLS8v6uBljSEpKumBO+hsuv3OfzV1HkUjEBLee0olEIpi/JwAgEAha/gD+BPP3smFsjDEkJibmvfnmm7fdMGZmZlo09nnpdDrufj/HB0Et+YQQQh5LjOdhyM9HyerVEHt4wH7MGDCtFiJbWwgkkvYO77HEcRzcFf4PnOADda2xJpOJq62tfeCdxcTEVC5btsyV5+vyo2PHjskAoKKiQujm5mYQCoX4/PPPHU2m++sFERsbW6XX6zlzP3MAOHTokPynn36ymjp1aklSUpLVpk2b6gdp1tTU1OdNu3btsjZX6CkrKxNcu3ZN0rlzZ310dHTVtm3bHIxGI3Jzc0WnTp2yioqKqsEdRo0aVfrRRx91qqqqEkZERGiaO8/GdO7cudlKPeXl5UJbW1uTtbU1f+7cOen58+ctbx2j5uTJk9YZGRkWQF1ffADo1atX1dq1ax2BuhsEe3t7o4ODAw8AP//8s11tbS2Xn58vPHHihHVkZORd53MvIiMjKxcvXuxifn38+HEZAPTv37/yn//8Z/3yoqIiYb9+/WpOnjxpnZeXJzIajfj+++8d+vfvX93Yfs2eeuqp6q+++soBAL766qtG+7/b2NiYqqurG81/Q0NDa77++mt7oG48QHh4eLPHGzZsWOWGDRucKioqBABw5coV8c2bNxttQOd5HkVFRWKlUtlmM+ZSkk8IIeSxZKqqQvn27TBcvw6nWbMAkQhgPIR2du0dGrmlX79+Ffv27atvDb9y5YrE1dU12PxnzZo1jbai32nRokW5RqORM5fAnD9/vgcAJCYmFm7evNkxJCRElZWVJZXJZPfVSioQCLBr167s3377zcbLyyuwW7duAf/4xz/cvb29DVZWVmznzp2XVq9e7ezp6RnUvXt31cKFC93efvvtXAA4ffq0vHv37v4KhUIdERHhP3HixOLo6OjaiRMnlgcEBGj8/f0D+vfvr3jvvfdueHt739VtacKECWU//fSTw7PPPlva0nneKS8vT8QYa/TmyWg0clKplI+Li6swGo2cQqFQv/322+4hISE1AODu7m5csWLF1eeff76bUqlUP//8810AYPHixblnz56VKxQK9TvvvOOxbt26K+Z9hoaG1gwcONCvZ8+e/m+88Uaer6/vnyqVs3r16pyzZ89aKhQKddeuXQM+++wzZwD4+OOP88rLy4V+fn4BSqVSvXfvXmsfHx/DggULbkZHRyv8/f0DgoODaydMmFDe3P4///zz66tXr3YJDAz0r6ioaLRc5bBhw6qysrJk5oG3Ddd98cUX1zds2OCkUCjUmzdvdvz888+bfQL2wgsvVI4ePbq0R48eKoVCoX7++ee7lpeXN3rco0ePykNDQ2vEYnGz1+hh4u7lsdLjJjw8nCUlJbV3GIQQQloJMxhQm5KCG1NfgTQwEG6LF4NpaiF0cIDoCayLz3HcGcZYeMNl58+fvxoSEnJf/c4ftmPHjsmWLFnSaceOHVda3prcq82bN9tmZ2dL5s+fX9hweW5urqh79+7qwsLC5PaKjTRuypQpXs8991z5s88++1DLxZ4/f94pJCTEt7F11CefEELIY8dYVobSdd+A1+ng9NprgMkETiCgkpmPmL59+2pOnz5daTQa0VytfHJ/xo8ff1d1m02bNtnOnz/fc8GCBW1Sr5/cn8DAQM3DTvBbQj9xhBBCHiu8RoPaM2dQvW8f7MaPh4WXF/jaGoicnalk5iMoMTHxvquckPv34osvVjSs6U8eLX/961/b/Kka/TYkhBDy2GA8D0NhIUq+XAWhoyMcEhLA9HpwEgkElndV9SOEkCcWJfmEEEIeG6aqKlT98gt0mZlwmj4dArkcvEEPkYMDlcwkhJAGOlSSz3FcLMdxqysq6GkVIYR0NMxggOF6DkrXfQNpYCCsBg8Gr9VCaGUFgVTa8g4IIeQJ0qGSfMbYbsbYK7ZPYGUFQgjp6IwlJSjbvBmm8nI4vf563ULeBJH9PVVhJISQJ0qHSvIJIYR0THxtLbQZGajYuRM2I0ZAqlDUlcy0swPXhnWnyf2prq7mevTooTQajcjMzLTw8/O7awKnxMRE9x07drR6WSShUBhmrj8/bNiwLuaJrK5fvy4aMWJEFy8vr8CuXbsGREdHd0tOTpYAQEpKiiQmJqabl5dXYEBAgH/Pnj0VP//8sxUA5OTkiGJiYroplUq1+X3NHb+p8yeNmzt3rvuCBQtcgdu/I++//76L+bMDgOjo6G7FxcWN1qZ/WORyeShQV6I0KirKrzWP9TBRkk8IIeSRxngehqIilKz+CgKZDI4vvwxmMgGcAEIbm/YOjzRj5cqVTiNHjixrrnzm8uXLc5977rlWKy1oNNbNQyWRSPiMjIz0ixcvponFYrZs2TJnnucxcuTIbv369avKyclJzc7OTvv4449v5ubmimtra7nY2Fi/l19+uSgnJyc1LS3twmeffXb94sWLEgB46623PAYMGFCZmZmZnp2dnfbJJ5+0SelKg+FPzUP1wMzXsT00/I6sWrXKteGMtYcOHbrk5OR0f1Md/0nu7u5GV1dXw759+x6LUf6U5BNCCHmkmSorUXPkCDRnz8LhpZcgtLMD02ohdHIEJ2zVBjzygLZu3eo4ZsyY8ua2iYuL8127dq09AHh4eATNmTPHXa1W+ysUCvW5c+ekAFBZWSkYPXq0b2BgoL+/v79648aNdkBd63hYWJhSrVb7q9Vq//3791sCwJ49e6x79uypiI2N7axUKu9qPY+MjKy+dOmSZM+ePdYikYjNmzevyLyuT58+mqFDh1avWrXK8amnnqpuWJayR48e2tmzZ5cAQH5+vtjLy0tvXtezZ08NAPA8j2nTpnn6+fkFKBSKu2ZVBYDg4GBVUlJS/UCSiIgI5ZEjR+RNneeKFSschw0b1mXAgAHdoqKiFM1dT3OrMwCsXbvWPi4uztd8nSdPnuwVGhqq8vT0DDJf8z179liHh4crBw8e3LVr164B8fHx3iaTqX5fiYmJ7sHBwarffvvN6vPPP3cICgryV6lU6vj4eB9z4r9t2zYbtVrtr1Qq1b1791YAQEFBgXDQoEFdFQqFOiQkRHXy5EkZUNdCP3r0aN+IiAilp6dn0MKFC13M8b711ludfH19A/v06aMw30w1/I4sXLjQpbCwUBwdHa3o2bOnwvydycvLEwHAu+++6+rn5xfg5+cX8P7777uYvyNdunQJGDdunE+3bt0C+vbt61ddXc0BQFpamiQqKsovICDAPywsTGn+vmVkZFh0795dFRgY6P/666+7N7y+zz33XPn69esdm/sMHhVUJ58QQsgji+n1MOTloeSrr2HRpQtsR44EMxjASSwgpJKZ96x0W5aXIb9G3tJ2jDHAwAsgFvAtVSsSd7KsdRilyGlqvVar5XJyciRKpVLf1DaNcXJyMqanp19YtGiR86JFi1y3bNly7e2333aLiYmp/P77768WFxcLw8PD/UeOHFnp7u5uPHLkSJZcLmcpKSmS8ePHd0lNTb0AAMnJyZbnzp1LU6lUtx3fYDDg119/tRkyZEhlcnKyLCQkpLaxONLS0qShoaGNrgOAmTNnFk6ePLnLF198Udu/f//KGTNmlPj6+hrWr19vl5KSIrtw4UJaXl6eKCIiwn/IkCHVDd8bFxdXumnTJofw8PDca9euiQsLC8VRUVG1s2bN8mjsPAHg7NmzVsnJyWmurq5/utW6oKBAnJSUlPG///1P+vzzz3ebMmVKGQCkpKRYnjt3LlWhUOj79evnt379evspU6aUaTQaQWBgoGb58uW5Z8+elS5evLhTUlJShkQiYRMmTPD+8ssvHV944YWKWbNm+R48eDBDpVLpCwoKhAAwb94895CQkNoDBw5k79q1y3rSpEmdMzIy0gHg0qVL0uPHj2eWl5cL/f39A998882iU6dOyX788UeHlJSUdIPBgO7du6vvvP7z588v/OKLL1wPHTqU5ebmdtujhSNHjsi//fZbxzNnzlxgjCEsLMx/4MCBVU5OTqbr169LN27ceLlPnz7Xhg8f3mX9+vX2r776aunLL7/ss3r16mtBQUG633//3XLGjBneJ06cyHr11Ve9X3755aJZs2aVfPzxx84Nj9O3b9+a999//7bE/1FFLfmEEEIeWYbSUlT8uAPGggI4zZ4NTiQCM+ghcnSkkpmtwcALjCVaGQz8A+cH+fn5Imtr6/vu4xEfH18GABEREbU5OTkSADh48KDNp59+6qZSqdSRkZFKnU7HXbp0yUKv13Px8fG+CoVCPXr06K7Z2dn1rePBwcE1DRN8nU4nUKlU6qCgILWnp6f+9ddfv6/JiQYPHtzVz88vYMiQIV0BIC4urvLSpUspU6ZMKc7MzJSFhYWpc3NzRUeOHLEeM2ZMqUgkgpeXl7Fnz57VR48eve0GKyEhoWzXrl32ALB+/Xr72NjYsubOEwCioqIqHyTBB4CRI0eWC4VChIWFaUtKSuoHswQFBdWo1Wq9SCTCmDFjSo8cOWIFAEKhEJMnTy4DgF9++cU6NTVVHhIS4q9SqdRHjx61uXz5suTgwYOWERERVeZrbY7x1KlT1i+99FLJreNWlZeXi0pKSoQAMGTIkHKZTMbc3NyMDg4Ohhs3boj++OMPq+HDh5dbW1vzDg4O/JAhQ8rv59wOHjxoNXz48HIbGxve1taWf+aZZ8r++OMPawDw8PDQ9enTRwMAoaGhtVevXpVUVFQIzp07ZzV69OiuKpVK/eqrr/oUFhaKgbobqqlTp5YCwLRp026bzM3d3d1YWFho8Scuf5ujlnxCCCGPJFN1NfRXrqL8u+9gFRMDeWgoeJ0OApmMSmbep+Za3BtijEF/vUpm4W2tedCbKEtLS16v19/3zYJUKmUAIBKJmNFo5Mxxbdu27VJISIiu4bZz5851d3FxMWzfvv0Kz/OQyWRh5nVyuZxvuK25T37DZUFBQZodO3Y0Wp4pICBAa052AWD//v3Zhw8flr/xxhte5mWurq6m6dOnl06fPr00Jiam2759+6wYYy2eY+fOnQ12dnbGkydPyn744QeHVatWXWvuPI8ePWp55/k0peHnptFobvsQzdfWfKzG3tPwtYWFBW8eT8EY40aPHl3y73//+7axB5s2bbJt7LvS2HXgOI4BgEQiqV8pFAph/pwf5DvX3HW3sLBoeDym0WgEJpMJ1tbWxju/E2YCgaDRHdbW1nISieSePov2Ri35hBBCHjnMZIKppASla9cCHAfHV1+t+0/caIDIwaG9w+uwOI6DxMfmgRN8AHB2djaZTCautrb2gXcWExNTuWzZMleer8utjh07JgOAiooKoZubm0EoFOLzzz93NPclv1exsbFVer2eW7ZsmZN52aFDh+Q//fST1dSpU0uSkpKsNm3aVF+Xu6ampj5v2rVrl7W5yktZWZng2rVrks6dO+ujo6Ortm3b5mA0GpGbmys6deqUVVRUVM2dxx41alTpRx991KmqqkoYERGhae48G9O5c+dGK/U4Ojoazp49KzWZTNi5c+c91ZdNSUmxzMjIsDCZTNi2bZtDVFTUXQOhhw4dWrlnzx77mzdvioC6PvdZWVkWMTExNSdPnrTOyMiwMC8HgF69elWtXbvWEajr929vb290cHBoMjkeMGBA9U8//WRXXV3NlZWVCfbv32/X2HaWlpamioqKu/LXAQMGVO/du9euqqpKUFlZKdi7d699TExMkwO6HRwceE9PT/2aNWvsgbqxFP/9739lAPDUU09Vf/XVVw4A8NVXX93W/z41NVWqUCg0Te33UUJJPiGEkEeOqaICtWfPoubwYdhPmACxiwuYVlNXMtPisXhSTgD069evYt++ffWt4VeuXJG4uroGm/+YE6yWLFq0KNdoNHLmEpjz58/3AIDExMTCzZs3O4aEhKiysrKkMpnsvlpYBQIBdu3alf3bb7/ZeHl5BXbr1i3gH//4h7u3t7fBysqK7dy589Lq1audPT09g7p3765auHCh29tvv50LAKdPn5Z3797dX6FQqCMiIvwnTpxYHB0dXTtx4sTygIAAjb+/f0D//v0V77333g1vb++7ui1NmDCh7KeffnJ49tlnS1s6zzvl5eWJGGON3jy99957N5999tluvXv3Vrq6ut5TKZ7u3btX//Wvf/VUKBQB3t7euokTJ5bfuU1YWJh2/vz5NwcOHKhQKBTqAQMGKHJycsTu7u7GFStWXH3++ee7KZVK9fPPP98FABYvXpx79uxZuUKhUL/zzjse69atu9JcDJGRkbXPP/98aWBgYMCIESO6RkREVDe23aRJk4qHDRvmZx542/D98fHxJU899ZR/WFiY/8SJE4v69u3bbDK+efPmy2vXrnVSKpVqPz+/gO3bt9sBwOeff3599erVLoGBgf4VFRW3je7fv3+/9dChQx+LWVe5e3ms9LgJDw9nSUlJ7R0GIYSQP4HX66G/chU3Xn8dTKeD9zff1PXF1+tg4eVFFXUawXHcGcZYeMNl58+fvxoSEnJf/c4ftmPHjsmWLFnSaceOHc0meOT+bN682TY7O1syf/78wgfd1549e6yXLVvm+scff1x6GLF1dOHh4cqff/75krOzc5uU7WzJ+fPnnUJCQnwbW0d98gkhhDwyGGMwlpSg8pdfYLh6FZ0+/BACiQR8TTWEzs6U4D9m+vbtqzl9+nSl0WhEc7Xyyf0ZP378Y9GS3NHk5uaKXn/99YJHJcFvCf3EEUIIeWTwNTUw5uejbMMGyCMiYNm3L5jRCE4shtDKquUdkEdOYmJiSctbkfYyYsSIqhEjRrTaZGQdibu7u7GxrkyPKuqTTwgh5JHATCYYi0tQumEjeI0GTrNmgeM4MJ0WIienDlMykzEGnu94XWUJIY8WSvIJIYQ8EkzlFdBlZaLq559hN2oULHx8wOt04ORyCGRNFhl5bJz95SquJBehskSL2qq6Cok3Mstw9tdrrXVInuf5jnFnRAi5y62f7yYHm3eoJJ/juFiO41ZXVFBXNUIIeZzwOh2MZaUo/nIVhPb2cJg06dbsq49/yUyeZ9DWGCC3k+C3dReQf6kczMRwI7MMv36VChdfm9Y6dGpRUZEtJfqEdDw8z3NFRUW2AFKb2qZD9clnjO0GsDs8PHxqe8dCCCHk3pgH21YfOgxdejpc/t//g8DSErymFkI7Wwge05KZJhMPvcYIXY0RDAweCnv0f1GJg5syoezpiqzThXh6aiA8lfdURfK+GY3Gl/Pz87/Oz88PRAdr1COEgAeQajQaX25qgw6V5BNCCHn8mGpqYCotQ+l//gOJWg3rIUPAbk0GJLS1beHdjx6TgYeu1gCd1giO4yASC8AJ6hrT3braQdnTFcl/3ET4cN9WS/ABICwsrBDAyFY7ACHkkUZ39oQQQtoNMxphKi5G2datMJWVwfn118EJBHUTX9nbg3uMyi4a9SZUl2lRWaKBQWeC2EIIsYWwPsEHgLzscmSeLEBwjAdSD9/EjcyydoyYENKRPT6/PQkhhHQ4pvJy6HNyULF9O2yGD4dUpaormSkUQmht3d7htYgxBqOeh7ZGD6OBh0AggIW08f9a87LLcfDbTESPV6BTV1t07u6CX79KbdUuO4SQJxe15BNCCGkXvE4HQ3k5SlZ/BYFMBoepdcOp6ktmCh7d/6IYz6DTGFBZokV1mRaMBywkIojETcdcfKMa/eOVcPG1BQcOnkp7PD01EIVXK9swckLIk4Ja8gkhhLQ5xhiMxcXQnjkLzenTcHrtNYjs7cH0enBSGbhHtGQmzzPoNUZoawzgeQaxWAhREy33dwqK9oTRYAJjDFLrusHEnkp7asUnhLQKSvIJIYS0OVN1NUxV1Sj+8ktYdO4M2+eeq5skSq+DhafnIzfx1Z2VckRiIcSC+4vRoDdCIBTAyk4CofDRfUpBCOkYKMknhBDSppjRCFNJCSp37YIxLw/un34KTiQCr9FAZGsLgUTS3iHWq6+UozGCE9xeKedeMcZg0PEQy4SwtJbc9/sJIeTPoCSfEEJImzKVlcFYVIyyTZtgGR0N+VNP1ZXMZPwjUzLTqDdBW22AQWeCQMhBLBH+qacLPM9g1JsgtRJDail+5J5QEEI6LkryCSGEtBleq4Wxqgqla9cCjMHp1VcB4P9KZorF7RabuVKOploPk/FWpRzZn/9vkjfxMBp4yG0tIJG133kRQp5MlOQTQghpE4znYSwuhi79Aqp//x0OU6ZA3KlTXclMgQBCG5t2iotBrzNCW20Eb+IhFAlgIXmw/x6NBh6MMVg7SCGyED6kSAkh5N7d128xjuMEAKwYY1TvixBCyH0xVVWB12hQ/PnnEHXqBLvx4wHcKpnp4tLmJTMbrZQjfvC2L4PeBIGAg5WDlAbYEkLaTYu/fTiO+5bjOBuO4ywBpAPI5DjuzdYPjRBCSEfBDAaYSktRtf8A9Jcvw2nmTAgkkrqSmRIJBJaWbRaLyVTXJaeiSANNtR5CkQASqQgC4YP1l2eMQac1QiQWUIJPCGl39/IbSH2r5f45AHsBeAOY2JpBEUII6ViMZWUwVVWjdM0ayMLCYBkVBQDgDXqIHB3bZECqycCjpkKHyiINdDVGiC3quuUIHkK1G8YzGHQmSC3FsLSTPJR9EkLIg7iX55JijuPEqEvyP2OMGTiOY60bFiGEkI6C12jAV1ejbONG8BoNnGfPBsdx4LVaCK2sIJBKW/X4D6tSTlN4E4PRYILcxgISOQ2wJYQ8Gu4lyV8F4CqA8wAOcxznA4D65BNCCGkR43kYi4qgv3Ydlbt3w3bUKFj4+oIxBvAmiOxbZ7bX+ko5Vbcq5QgfrFJOU0xGHryJwcpBCjENsCWEPEJa/I3HGFsBYIX5Ncdx1wHEtGZQhBBCOgZTZSV4oxHF//43hHZ2cJg8GcCtkpm2tg+9ZGajlXKkrVNIzmAwgeM4WDtKIRRR/3tCyKPlvn/zMcYYAGMrxEIIIaQDYXo9TGVlqDl6DNrUVLjMmwehlRWYyQSAe6gTX7VWpZzG1M1ga4LYQgg59b8nhDyiqE4+IYSQVmEsLQWv06Nk1SpIVCpYDxsGAGBaLYQuzuCED969xWTibyX3RgB1yT3Xikl33ZMCE6RyEWQ2FjSDLSHkkdVkks9xnBtjLK8tgyGEENIx8LW14GtrUb5lC0wlJXBbuBCcQABmMICTWED4gCUzTQYe2loD9BojOI6D2ELQ6gk3b2Iw6usG2EotaYAtIeTR1lxL/hqO4+wBHATwC4CjjDHqpkMIIaRZ5pltDYVFKP/+e1gPGwapWl23Tq+D2M3tTyfkt1XKET38SjlNMRl5mMwDbCU0wJYQ8uhrMslnjA3jOE4KoD+A5wEsvTXo9hcAvzDGrrdFgBzHdQHwDgBbxtiotjgmIYSQP89UUQFmMqHkyy8hkEjg+MorAABep4NALodAJruv/d1ZKUcoap1KOU0x6k0Ax8HGQQqhmAbYEkIeD83+tmKMaRljvzDGXmeMhQP4K+puDD7jOO7Unz0ox3FrOI4r5Dgu9Y7lQzmOy+Q47hLHcX+7FcNlxthLf/ZYhBBC2o55sG3tuf+h9sQJOEyeDJGDQ13JTKMBIgeHe98Xz6DTGFBZrEV1mRYAYCEVtWklG73OCKFIAGsHCSX4hJDHyn39xmKMXWGMfc4YGwkg8gGOuw7A0IYLOI4TAvg3gGEA1ADGcxynfoBjEEIIaUOMMRhKSsB4hpJ//xtiHx/YvvBC3TqtBkJbO3AWFi3uhzfx0NYYUFGsQW2FHgIB1+bJPWMMeq0REqmobgZbISX4hJDHy59+3skY0z/Aew9zHOd7x+IIAJcYY5cBgOO47wA8CyD9zx6HEEJI2+FrasA0GlTs3AnDzZtwX7oUnEh0q2QmILRrvmRmw0o5HMcgErVupZym8DyDQW+C3EoMiaWYKugQQh5Lj1LThAeAnAavbwDw4DjOkeO4LwGEchz3/5p6M8dxr3Acl8RxXFJRUVFrx0oIIaQBZjLBVFICU2UVyjZsgGVUFOQ9etSt02ogdHRssmSmycCjpkKHyiINdLVGiC0EEFuI2iXBNxl5GA0mWNlJILVqxRKZjLXOfgkh5JZ7asnnOE4GwJsxltmKsTT2m5QxxkoATG/pzYyx1QBWA0B4eDj99iSEkDZkqqgAYwwlX38N8DycZs4EADCjEZxYfFfJTMZYXRnMagMMehMEwrarlNMUo8EExgBrBylE4lasoFN2DRBKAJtOrXcMQsgTr8WWfI7jYgH8D3VVdcBxXHeO43a1Qiw3AHg1eO0JILcVjkMIIeQh4vV6mMrKoc26iOoDB2A3fjzEbm4A6kpmihwdwQnq/rsxzxZbVaJFVakWPM9gIRVBJG7fBN+gN4ITcLBxbOUEvygLWDMM+PX/UWs+IaRV3Ut3nXdR11++HAAYY/8D4NsKsZwG4MdxXGeO4ywAjAPQGjcThBBCHhLGGIwlJWACAYpXrIDI1RX28fEA6kpmclIpBHL5HZVydOC4tq+U01T8eq0JIokQ1vbS1h1gW3oF+HY0+NoSmK4cBvJTWu9YhJAn3r38NjMyxioe5kE5jtsM4L8AlBzH3eA47qVbE23NAvArgAsAtjLG0u5zv7Ecx62uqHio4RJCCGmCqaYGTKtF9b590F+6BKdXX4VAKq0vmSmwc2ikUo7wkahWw/MMep0JUisRLG0krTsGoDwH2DQa+opCrCkeiF/xLJhrYOsdjxDyxLuXPvmpHMfFAxByHOcHYDaA4w9yUMbY+CaW7wWw9wH2uxvA7vDw8Kl/dh+EEELuDTOZYCouAa/VoeQ//4EsNBSW0dEAAGNNLYwiOUyVJnCcsd0q5TSFN/EwGnhY2VrAQiZu3YNV5gPfjoah9Do2VAyGVaULimr0KLh6GZ26dGvdYxNCnlj30pTyGoAAADoAmwFUAkhsxZgIIYQ8BkzlFQAYStetA19TA6fZs2EyMtRU6FBVpodJLG/XSjlNMRp4mEwM1o7S1k/wa4qBzWNgKLyEbysHw7bCA31cn0Mf52dRrq1t3WMTQp5oLbbkM8ZqAbxz6w8hhBACXqeDqaIc+pu5qNy9G9Yjn4PB0ROaCj2YTgOJiz3Eckl7h3kXg94EgYCDlYMUwtbuMlRbCmweB2NeKrbUDIdVuSd6OA/DOa4W6yUleM8mvHWPTwh5orWY5HMcFw7gbdQNtq3fnjEW3Hph/Tm3KgHFdutGjz8JIaS11A+2FYpQ9K8V4KysIX7+RfAmBpGQARIxRFbW7R3mbcwDbC2kQshtJRC09pMFbSWwZQJMOUn4XjMCstK6BP+soAZn1NaY0NkTAR52rRsDIeSJdi998jcBeBNACgC+dcN5MNQnnxBCWp+hsgra8lpUHj0OXWoKrGfOgcShbjZbvlYDkZNTfcnMRwG7NYOtzFoMaVvMYKuvAbYmgL96DD/oRkBS4oVw56E4I6xCRogThnaVwN3NiWbSJYS0qntJ8osYY1TKkhBCniCMZ+DNf0w8eGPdQFVjjRb6ggKAATXffAVxNwUsBw+te4/BUF8y81HBmxiMBhPkthaQtHb/ewDQa4BtL4Fl/4Gd+hEQFnnfSvArcDXMFf18JHB1dYGvG02ERQhpXfeS5P+D47ivAfyGusG3AADG2A+tFhUhhJBWxxj7v2TexGAy8jAZeJiMdYk9OACMA8cxcAIOnMkAvqwYFlYyVG36BnxJMez/tgCcsG7yKN6gg4WT2yPTQm008GA8q5vB1qIVJ7gyM2iBHdPAMn/GHsMzQKEPIpyH4ZSoGAU9PdHD3QIunRzQ1f3RuUaEkI7rXpL8KQBUAMT4v+46DAAl+YQQ8hjgeQZmqkvmTaZbibyBB2/iwRjAcXW/1AUcB07AQSDkIBLf/t8DM5lgKC4DJxTBVFCAmh+3QTZgMCxU6rpjaLUQWVlDYPFoDLY16E3gBBysHaVtM+GWUQ/sng2WthM/G4bDWNgZPZyH4pS4EOW9fBDcSQSXTo7o6uZOCT4hpE3cS5IfwhgLavVIHgIaeEsIeVKZW+TZrUTe3L3GZKhL5MEBjDVI5AUcRBbCe0o4Gc/DUFIMZjJBIJGi/OsvwInFsJ70ct16xgM8D6GtTSufZcsYq5vgykLSRgNsAcBoAPa+AXZ+C/YZn4a+sAt6OA3FSYs8aPt2hdJZhE6u9uji7kEJPiGkzdxLkn+C4zg1Yyy91aN5QDTwlhDSkTXXvYaZeLA7utcIBBxE4gefhMpUXg6m1UEgk0Nz/Ah0p0/AavJUCB0c6+LSaiG0twUnaoM+781g9TPYiiGzaoMBtgBgMgL7/w525hv8bhoCTYEC4U5P46TFDZj6KdDZXgznTrbo7OZJCT4hpE3dS5IfCWASx3FXUNcnnwPAHsUSmoQQ0hHc1b3GyIM31P3dsHsNx9Ul8gIhB4H4Xn6d3z9jVSVMVVUQyC1huJKN8mUfAyIRJEEhAABmMoITCCC0tGqV498r3sRg1JtgaWMBiWUb3WzwJuD3D4CTX+AQPxDV+SqEOw3BScl1oJ8C3vYSOHWyQhc3Lwi4R6faECHkyXAv/ysMbfUoCCHkCcN4Bp41SOYNpofWveZhMdXUwFhaCoHMEqbSEpS+Px+clTXsXn8TYj9l3XnodBA6OdUPvm0PJmPdDLZWjlKI22KALVCX4B/6BDi2HEdMMajIC0CY0xCckF6BKNofnWylcOhkic6dKMEnhLSPJpN8juNsGGOVAKraMB5CCOkwmuxeY2JgxtbrXvMw8HodjCUlEEhlYDotyj74O1h1FRwXL4e4S924J2Y0gpNIIGzHkplGvQngONg4SCEUt1EyzfPA8RXAoUX4r6kfyvKDEeY0GP+VXYIsRg1nazkc3eTwdfGCUNB+Nz+EkCdbcy353wIYAeAMbj0ZbrCOAejSinERQshjo2H3Gt7Ew3hH9xozcyIvEHAQSFune83DwIwGGAqKwIktAHAo/+diGLIvwn7++/UJPlB3I2DRqVO79TXXa40QWwght7WAQNiGCf6p1cCB93CK74ui/KfwlOMg/FeeBasYNRxsrOHQSQofZ0+IBI/uZ0wI6fia/A3EGBtx6+/ObRfOg6HqOoSQ1sIYu72v/B3daziOq28Naa/uNQ9DXanMEkAgACcSoXLdV9D99yhsXp4BaUTv+u14nQ5CS0sIJG1fMpMxBr3WBKlcBJm1Rds9+eB54Mw3wK//D0mmCBTkR+Apx4E4Ls+AVX81nGxsYdtJAl8nL4gF7TsImRBCWmxm4DjuN8bYwJaWPQqoug4h5EHc2b2GN9a1ypuMd3SvETBwHAeOe3S61zwMjDEYS0rADAYIpDLU/roXNdu3QD4sFvKRL9y2HUxGiGyd2zxGnmcw6kyQ21hAIhe13U0UY0DyFuDnv+J/pqeQl98HoY4DccwyHZbR/nCxdYBNJ1Fdgi+kBJ8Q0v6a65MvBSAH4MRxnD3+r7uODQD3NoiNENIAz7O65Iq1vC1aIe9ptVSqFZO0pvbMgLoWefZ/ifzj3L3mYTGVV4DXaCCQW0J3/hwqvvgXLELDYDNt1m3JNNNqILS1vdWdpw3jM9Z9Rpb2Eli05efBGJD6I7DrNaQYgpGT3w+hjgNwzDIF0mgl3O1cYO0qgpejJyyEbXtNCCGkKc39lpwGIBF1Cf0Z/N//l5UA/t26YRHyZKmvtMIzMB7gTXxdlxAjD95Y18+b1VWvBddE6srM2enDypnv5WbiYXrYcTd781B3HTtC95qHxVhVBVNlBTiZHMac6yj7+D2I3D1h/9bfb6ucw+v14CwsILS2btv4DCYwBtg4ytpugC1Ql+Bn/ATsnI40gwpX8wcg1DEGR62SIenXDd72nrB0EcLT0QNSkbTt4iKEkBY01yf/XwD+xXHca4yxlW0YEyEdCmuYvJu7g9zqAsLzdX26YW6gry+bWNfHmxPc6hLyBCefpPXxGg2MpSUQyORglZUoff8dcGIR7P/xIQQN6t8zkxHMZEI1L4eDoO0Sbb3OCKFIAGs7SdsNsAXqfhgv/Qb8MBUZuq64UvA0Qh3746jV/yCM9EVnB19YOgvhbu8GmUjWdnERQsg9aPF5JyX4hDSP581J/K2+3PVJPA/ehLqZSIFb08hxAPd//bkFAnSoPt3k8cMb9DAUFUEgkQJGI0o/+gdMJcVw/GgZRK6d6rdjvAlMp0M1bHDwu0uImaCCo3vrToDFGINBZ4JYJoSltaTtf06uHAG2TcZFjScuFQ5Hd4f+OGx1Flwfd/g5KWDlIkInO1dYWli2bVyEEHIPOn4nU0IeQKPdaEx1rfAmE6tL4O/o1lLXAn9rNtJWnImUkAfFjEYYCwrr+tYLhKhYvhSG9FTYzXsHFir1/23HGHitFmInJzjK5YiZoIKDW+smtjzPYNCbILcSQ2IpbvsnWddPAlsnIrvGGVlFz6K7QzQOW52BoZcTnnIJgcxFAGdbJ1hZtO9Mv4QQ0pQOlX1QCU1yPxrrRtOwD/ydgzAZbu9GI+A4cNSN5rGRcugGnDyt4NbVrn5ZXnY5im9UIyjas/0CayeM52EoKQbjBBCIRKj6biM0Bw/AasJkyKJibt9WUwuRvR2ElnWJfWu34PMmHkYDDytbC1jI2qFSzY2zwHfjcaXaFplFoxBi3w+HrE6jJsIWfdx6QurMwcnWCbYS27aPjRBC7lFz1XWeau6NjLGzDz+cB0MlNElDd3WjMTGYTDz4x6wbDSWnD4eTpxUOfpuJ/vFKuHW1Q152ef3rJw1jDMbSUjB9XalMzaHfUb1pHWQxg2A15sXbtuU1tRBaW0NobdMmsZkH2Fo7Sv8/e+8dZudR3v1/Zp5y6va+KlYvlrvlbtwhNFMSSOgECIQQSMibl5eeEEJv+SUhyQtvSELomI4xENww4F4k27Kaq9r2fsrTZub3x3N2pZVWlmRL2tVqPtd1rueUOefMKXv2O/d87/vG9WahW2zvw/DtV/HUWI7Ng6/ijKbncEvxbobXZ7hm4eVk2wRNxSYaM43Hf24Wi8VyBDxdJP/ztWMWWA9sJJVDZwB3AZce26lZLAfnZLLRWHF6dOha3sgVr1nNrd/cypoLOtlyV+/Ue3qyocbG0OUKMp8n2ryJ0X/8LP6602l41/+atjOlgwCRzeA0Nh6XHas4SpBSUmzO4BzPBNtJBrbCN1/JzmHJpuHXc0bTJdxSvIs9ZxtecsrzybZJ6gr1NGWbjv/cLBaL5Qh5uuo6VwIIIb4NvM0Y81Dt8mnA/z4+07OcjDxjG42cjMILhDN/bDRWnB49upY3suaCTjbevIszr1p4Ur6HSbmMGquVyuztYeTjf4vT2k7TBz4yre69iWOEFHjNLYhjXEknTbDVs5dgCzD8OHzjlewejHl4+E84ozEV+I+dWeHVy1+L3yYo5Iq0ZFvmzW+LxWKZ3xxOKHPNpMAHMMY8LIQ469hNyTLfmbTPPDMbzfzqMHq4WHF6dOh5bJQtd/Vy5lUL2XJXL53LG06q91IHAWpwEJHLYcplRj76QUyS0PI3H0PW7/WXp6UyE/zODoR7bHe8TC3BNlv0yM5Ggi3AyA74xivZ0z/Bg8Nv5/TGi7m5eCePnD7MW1a+Fb9Nksvmac21WoFvsVhOGA7n13uzEOLfga+TBk1fB2w+prOyzFu00kyMhBhV694qQDBZDx4cRyBOEBvN8eRkF6dHg31tTl3LG+lc3jDt8nzHxBFxfz8ikwGlGfn035Ps2U3zRz+Nu3DR3nFGY8IQr6PjmHe0nUywzTf4ZGYjwRZgvAe++Up6dg+ycezPOb3xIm4u3sG96/bwztXvItPu4GcytOZbkWIWLEQWi8XyDDkcNfUm4M+Av6xdvg34t2M2I8u8plKKMMbgZWYhoe4E5WQXp0eLwV2lae/ZpA1qcFdp3r+PJkmI+wcQrgfSYfxf/5Fow300/OX/JnPGWXvHGYOpVnFaW5HZY9u9NYk1RhvqmrO4/iz9HpQH4ZuvpH/XbjaO/QWnN1zETcU7+N3ax/jrtf+bbLuL47m05dqswLdYLCccwuyfnTjTICFywGJjzNZjP6Vnz/r16829994729Ow7EdUjSmNRmRyNlJ/JNjqOpZng9GaeHAAEyXITIbSj77HxFf+L4VXvIr6N/7JtLG6UsFpqMdtbDymc4ojhZSCQmMGx50l8VwZhm+8gsHHt3Lv6Ls5reFCbirczs1rHuGDZ36IfFsWXEFnoRNXzv3fLCHEfcaY9bM9D4vFMnc45K+rEOIlwAbgF7XLZwkhfnKM5/WMEEJcK4T48tjY2GxPxbIfSmkq47GN4D8DTr/8QA9+1/JGK/Ath8QYQzIygglCZCZDcNftTPzHl8he/BzqXv/maWN1UEUW8jgNx672uzGGMEhwPUmxOTt7Ar86Bt9+DUOPP8J9o381JfB/vup+PnDm+8m3ZTEOdBQ6TgiBb7FYLDNxOL+wfwucD4wCGGM2AEuO2YyeBcaYnxpj3tZwDP9JWY4cYwzV8QghQJ5kCbMWy2yiJsbRpRIylyd+dDujn/0E3opVNP7Ve6dVzNFRhPA93ObmY5ZYarQhChTZgkehMTN7vwVhCb77eka33899Y+9hXcMF3FS4nR+tuIOPnPW3FNqLaMfQWejEk7OUJ2CxWCxHgcMJUSTGmDFbUcDyTImChDhU+FkbEbNYjheqXCYZGUXm8qihQYb//kOIujqaPvRRxD5+e5MkCKPxWtqPWalMrQxJrCg0+GTysyicoyp8702Mbb2Tu8fey6n153NT4Xd8d/ltfObsT1PX0UAsYroL3XiOFfgWi+XE5nBU18NCiNcAjhBiJfAXwO3HdlqW+YJKajad2Uqss1hOQnQYkgwOIrNZTBAw/NEPYaoVWj79jzjNLVPjjFaYKMLr7jxmpTJVolHKUGzOzu7vQBzAD9/G+KZbuXvs/Zxafx43FW7n68tu4vNnf4amrhYiIjoLnfjOsa0qZLFYLMeDwwnbvAtYB4TAt4Bx4N3HcE6WecKkTUdKTrq69hbLbDGtVKaB0c9/guTJx2n8Px/CW7ps7zij0UEVt60VeYxKZcaxwgD1LbMs8JMIfvJOSg/+nLvH3s/auvO4JX87/7nk53z6rI/TuqCDkJCOQgdZ99hWFbJYLJbjxSFDN8aYCvBB4INCCAcoGGOCYz4zywlPWEmII42ftVH8o0USK4yGtGXFgRhD2kTsgBtmfjwDM3uwD1p0yzDj8IM9L2kfhJkfaYYnOVSxrxkf6iBPbMxB34rJPmsYECKdvxC190IIpKR2PLEWp0Yp4sEhkA7CcRn/ypcI77qD+rf9Odn1F+wdVyuV6TY34+Tzx2QuUZDg+Q752fTfAyQxXP9XlO//EXeNfZA1deu5NX87X1r6Ez5/9mfoWrSIQAe059vJubnZm6fFYrEcZQ4p8oUQ3wTeDijgPqBBCPEFY8xnj/XkLCcuKtZUJyJr0zmKxJHCdSVewamJ0SO7/0Hzao7s6iMW8087zxluO/jzHvyBjnSukAp7o9OmbEanwlclOu3CXDsmsao9iNnnAfd2YBaCqUZus523ZLQmGRrEKIXMZKn84nrKP7qO/ItfSuHal08fG1Rx6upw6+qPwTwMUajI5l1ydf7s7uKpBP7nA1Tu+TZ3j32I1cX1/Dp/J/+85Ad89oxPsHjxMgId0JZvo+AXZm+eFovFcgw4HBPmqcaYcSHEa4EbgPeSin0r8i0zYrShPBbiuNLadI4SKtEIIcg3+EjHNuU5GggBHMb3U08tBMzUwkArg1IaowxKGYzSGCa3BEi3CYSpdXNm76JAHrvFgBodRQchMpcn3HAfY//2T2TOPZ/6P3nH9NcTVJHZLE5T01Gfg1aGJFLk632yhVlOXNUKc+NHCG7/CnePfZiVxfXclr+TfzjlO3zqjI+xauk6KqZCS66Fol+c3blaLBbLMeBwRL4nhPCAlwFfNMbEQohDd9CynLSElRiVaFtN5yihdRphrm/JWYE/C6RWEwGH2JTad1dA1xYFWqcLAJWkl5NIg9lrk0p7EZoZdwWOZIGcTIyjJiaQ+QLxjqcY+dRHcRefQuP/+SDC2TtxHUUI18VtaTnqi41pCbaz3Q9DK/QtnyT6zb9y99iHWVFcz2/zd/HZU77Jx077W05bdhYVXaE510xDxpZctlgs85PDUWFfAp4ENgK3CSFOIU2+tVgOIIkV1ZJtenW0MMYQR4piYwbHswJ/LiOkSC1LztOvBw7YFdB7FwQ6MWidimUTqXRDoGYROljegAmqJMPDyFwBNTrCyEc/iPB8mj/8MWR+rwXFqAS0xmtvnyb8jwZJpEAI6puzs/891Rr9m38gvvXz3DP2tywvnMvvcnfzqcVf40Nr3sf6VRdRVmUaM400Zhpnd64Wi8VyDDmcxNt/Av5pn6ueEkJceeymZDlRSW06UWrTsX0VjgpxqMgXPbsrMo8QQiCcQ/99GGMOnjegDFppkmpA1NOP9DOocsDYx/4WNTJMw0c/h2lqQyW6llmsIAzwu7oQR7mSThQmeJ4zN6xkWpPc8a/oGz/BPWN/y9LCudyRu4ePn/JV3rP6r3jOqVdR1VXqM/U0ZY++XclisVjmEoeTeNtC2vX2UtJd5t8CHwWGju3UjhwhxLXAtStWrJjtqZyUVMsxWmn8jBWkR4M4SvByDpnZ9jZbZoVJC8/B8gZMHBON91PoLKKlQ//HPkay9RHaPvwRcuecluYL6NpioBTgNLWQ4EKQHJW8AWMMcajI5OZAgi2A1kR3fQXzi49w39jfsCR/Lnfl7uWjp/wn71r+dp532gup6ip5L09L9ujblSwWi2WucThq7NvAbcAf1C6/FvgOcM2xmtQzxRjzU+Cn69evf+tsz+VkI4kUYSnGs+UyjwpJrJFSUqjLWDFiOQCjFHF/P0iJ8DxG//M/Kd98Ey1vexsN10zfaNXlEs6yDtzGxtQWZAzsmzegDEYfWd4AQJJo8kWPTMGb/e+oMQT3fh1zw/vZMP4hFufP5d7sfXzklP/gLUvewEvPegWBDsi7eVpzrbM/X4vFYjkOHI7IbzbG/P0+lz8mhHjZMZqP5QRE12w6rm9tOkcDrTTGpAmMsx4dtcw5jDEkAwOYOEbm8kz86leM/Nd/UfeCF9D4mtdMG6srZWRdHU5DmlwqpMA5kryBmkVopryBYoOPn5sDu0zGULr/Opzr/5oHxz/Eoty53J+9nw8v+QqvWvgHvPrcNxCakIyboTXfihQ2t8VisZwcHI7Iv0UI8Srgu7XLrwB+duymZDnRCCYijNFIx9p0ni1GG5JYU9ecxZltf7NlTqKGR9CVCrJQpPrgg/R9+tNkzzqL9r/+62mLbB0EiGz2GVXSmcobmOsbc8Ywev8P8X78Th4a+yALcufyQPYBPrjk33lJ1wt4ywVvJzQhjnBoy7VZgW+xWE4qDucX70+BbwJR7fRt4H8JISaEELbKzklOHCrCaoLnW4H/bDEmbSKUr/dxbRMxywwk4+OosVFEvkC8ezc9H/oQXkcHXX//9whvb1TdRBFCgNfWhpDzV9gObrgB98d/xubxD9CdO5eNmQ18YMn/45r2K3jnxX9FQoIQgo5CB460f1MWi+Xk4nCq69Qdj4lYTjy00pTHQlzP/vM8GsShIlv0yOTngAXCMufQlQrJwAAyX0CXSux53/vAGLo+/Wmc+r2da02SYJIYb8EChDt/F997Hvgf8j98K9vG309n9lwe8jfyvqVf5uKWC3jPpe9HoTDG0FnsxJXz932wWCyWg3FYv3xCiCZgJZCdvM4Yc9uxmpTlxKBSikCAPIxygJanJ44Unu+Qs5V0LDOgo4i4rw+ZzYHW9P7N3xDv2cOCL3wBf+HCqXFGa0wY4HV1If2jWypzLvHkhlto+OGbeWLiPbRnz2WT/yDvXf5lzm44kw8+528wMs0b6Cp04Un7N2WxWE5ODqeE5p8AfwksBDYAFwJ3AFcd05lZ5jRRNSaqpOXzLM8OlWiEEOQb5kAZQsucwyQJSU9PWt/ecRj47Gep3n8/7e9/P7kzz9w7zhhMtYLT1obM5WZxxseWrfffRtOP/pgdE39NW2Y9j3gP8t7l/4+1dav4u8v/Htd1iVREd7Ebz7EC32KxnLwcjlnzL4HzgKeMMVcCZwMDx3RWljmNUprK+DPrahuUYyrj4TGY1YmJ1mlzo2JjZvYbCVnmHEZr4v5+jKiVyvzOdxj/2c9oev3rqX/+86ePrZRxGhpx6+avw/LB+35H/Q//mL7Su2nJrGez9yDvX/EVTskv4uOXf4qslyVSEZ2FTnxn/u5kWCwWy+FwOKoiMMYEAEKIjDFmC7D62E7LMlcxxlAdT5P65BFGnVWiuflrm7n+iw+SxOoYzfDEwRhDHCkKjRkczwp8y3SMMSSDg5goQmYylG67jaH/+38pXnklzW9+87SxulpB5vM4zfO3i+td99xJ04/+mKHyu2jy17PFfZAPrvgv2rJtfOqKz1DIFghUQEehg6ybPfQDWiwWyzzncJTFLiFEI/Aj4FdCiB8De47lpCxzl6iaEIfqGVV/ufunT9D/5ARaGcYGqsdgdicWcajIFz38rLU8WQ5EjYygS2VkLk+wdSt9H/sYmbVraX//+6dVzNFhiPA83La2edun4tY776H9p29iovIOGv31bHEe5G9WfY06v47PXvE5mvJNBHFAe66dnDt/rUoWi8VyJBxOdZ2X185+RAhxC9AA/OKYzsoyJ1GJpjIe4T0Dgb/ljh623tXLaZd3s/TMNpq7CsdghicOcZTg5RwyNtHWMgNJqYQaTUtlJv399Lz//ThNTXR9/OPITGZqnIlj0BqvqxPhzM8qVz/77T2s/OWbCStvo95bz1a5kb9f820c6fKZyz9DW7GNalylLd9GwT+5f1csFotlXw4q8oUQzTNc/VDtWASGj8mMLHOSSZuOdOQRJ4f2PDrKXT99nIVrmjjn95Ycsc1nvpHEGikl+brMvI28Wp45ulpF9fUj8nlMtcqe978fXa2y8HOfw23e+7NslMLEEV5397Qa+fOJ6269l7U3vQ1TeTPFmsD/5KnfJyLhC5d9gYUNiygnZVpyLRT94mxP12KxWOYUTxfJvw8wwL4qZPKyAZYdw3lZ5hhhJSGONH72yKKFE0MBt35zKw2tOS571aqTXuBrpTHaUGzNnvTvheVATK1UpshmwRh6P/pRoieeoOtTnyKzbO9PrjEGXa3gdXZOi+zPJ/7rV/dx5m1/Rqb6BnLeeraIDXx+3U8Y0xN85jmfYVnzcspxmeZcMw2ZhtmersViscw5DiryjTFLj+dELHMXFWuqE0du04mChJv+ezPGwFVvXHvSe8+NNiSxpq45i2Mr6Vj2wyQJcW8vwnERrsvAF79I5Y47aPurv6Jw/vnTx1bKuK2tOIX5aU/55xvu4/w73kld9TVk3fVs5QG+ePov6EuG+PglH2dd+2mUohKNmUYaM42zPV2LxWKZkxxSaYiU1wkhPly7vFgIcf6h7jcbCCGuFUJ8eWxsbLanMm8w2lAeC3HcI7PpGG34zXe2MTZQ4YrXrqa+5eROhjPGEIWKfL3/jJKWLfMbozXxwADGgPB9xn70I8auu46GV7yChpe9bNpYXSnj1NdP63I7XzDG8Kkf3cOZt/8VrcEfpgJf38//O/NGnkz28KELPsS5XedSiSvUZ+ppys7fakIWi8XybDmccOK/AhcBr6ldngD+5ZjN6FlgjPmpMeZtDQ126/ZoEVZiVKJx3COLPD/wqx3s3DzC+S9eRveKxmMzuROIOFRkix6Z/Pz0TlueOcYYkqEhTBgis1nKd9/NwD/9E/mLLqL1He+YNlYHVUQ2i9PcPO/yObTWfPi6ezn33vexMHw5GWc9W/R9fO2c3/JI9CT/59z3cOmiS6nEFfJenpZsy7x7DywWi+VocjjK7QJjzJ8DAYAxZgSwXUZOApJYUS0dedOrxzcM8OAtu1h1fgdrLuo8RrM7cYgjhec75GwlHcsMqLEx9MQEMpcnfPxx+j7yEfylS+n8m7+ZVjFHhyFCSrz29mklNOcDidL89bfv5aIHP8yK8Fp8Zz1b1L1cd+493Bdu4S/O+guuWfpcqnGVvJunNddqBb7FYrEcgsP5TxELIRzSZFuEEG2APqazssw6qU0nSm06R/DPdHDXBL/73qN0LKnngpcsO+n/EatEI4Qg3+AfcVUiy/xHlUokw8NpqczhYXre/35ENkvXJz+JzOenxpkkAa3wOjrmXanMKFG842t38ZxH/p510fPxnHPZnNzD9esf4vbgQf5k3Vt4ycqXECQBGTdDa74VKebXIsdisViOBYfzS/lPwA+BdiHEx4HfAp84prOyzDrVcoxWR2bTqYxH3PzfW8gWPa583ZojtvjMN7Q2qERTbMwgbaKtZT90EJD09yOzOUwU0fPBD6JGRuj65Cfx2tunxhmtMUGA19mJ8OfXJmo1THjzf9zFlds/x7nR1bjyXB6J7+Km87dxU3APr171Kl596msIkgBHOLTl2qzAt1gslsPkcJphfUMIcR9wNWn5zJcZYzYf85lZZo04UgTlGP8IbDpJrLn5a5uJgoQX/tkZZIsntzXFGEMcKYoNPo5nRYllOiaKiHv7EJksCEH/pz5FuHkznR/9KNnVq/eOMwZTreB0tCOz2Vmc8dFnohrzpv+8ixft/hcuiS9DynN4JLqTuy7exc/Kv+Oly17CW874EyIVIYSgo9CBI+fXLobFYrEcSw6rpqExZguw5RjPxTIH0NpQHg3xvMO36RhjuOMHjzK4s8SVr1tz0nezhTTRNl/08HMn92LHciBGKeL+fpAS4boMfeUrlG6+mZa3v53iZZdNH1up4DQ24hbnV6On0XLE6/79Tq7t/wpXxxci5TlsCu/g4UsH+W7pZq5ZdDXvPOddxDrGGENnsRNXntwleC0Wi+VIsSFGyzSCiQjgiOwlm36zh8ceGODs5y7mlNNajtXUThjiKMHLOWRsoq1lP4zWJP39GKWQmQzjv/gFI//939S/6EU0vupV08bqShlZLOA0za8ykf3jAa/80u1c0/91Xpici5Tn8HDwO7ZfOs5/lX7OJV0X83/Ofy/KKLTRdBY68aT9W7JYLJYjxYp8yxRxqAiryRE1vdq1ZZh7f/4kS05v4YyrFh7D2Z0YJLFGSkm+LnPSJx1bDkQND6ODAJnNUd24kf7PfpbcOefQ9r/+17Tviw4CRCaD2zq/qsjsGq7wyv97O88d/h6vSE5DiLN5qPpbdl4W8f9KP+GctrP50EUfxmCIVZwKfMcKfIvFYnkmWJFvAUArTXksxPUOX+CP9lf49be20dxZ4JJXrpxXYuSZoJXGaEOhKYO0lXQs+5GMjaHGx5H5AtGuXfR86EN43d10fvSjCHevFcXEMQIz70plPj5Q4pVfuoPnTVzPa+LVIM7mwcptDFwB/1r6AWua1vDRS/8eRzhEKqKz0InvzK9EY4vFYjmezJ//IJZnRaU0adM5PHEaVhJu/u/NOJ7kqjeuPaLo/3zEaEMSa4pNGRxbSceyH6pcJhkcROTyqPFxet73PhCC7k99CqeubmqcSRJMHOF2dU0T/ic6m3vG+cMv3cHvVW/kj6OlIM5iY/nXjF/p8Y8T3+OUulP45GWfwnd8AhXQUegg686vRGOLxWI53lg1YiGqxkQVddhCXSvDr7+1ldJIyJWvW0OxMXOMZzi3McYQhYp8vY97ki92LAeiwzAtlZnLg1L0fvjDxL29dH3sY3gLFkyNM1qjgypeRwdyHpXK3LBjhFd9+U6eH/+Wt0YL0JzJxtItRFfl+YfSdbTn2/n05Z8h7+UJ4oD2XDs5Nzfb07ZYLJYTHivyT3KU0lTGj6yr7b03PMGe7aNc9LLldCypP4azOzGIQ0W24JLJW++wZTomjol7ehGeD1LS//nPU92wgY73vpfcGWfsHVcrlem2tU1rgnWic+fjg7z2K3fxQu7hz8J2tDmDjaVb4OpGPle+jmKmjs9e8VkaMg1U4ypt+TYKvq3OZbFYLEcDK/JPYowxVMcjhOCwPeTb7+njkd/1cOolXaw8r+MYz3Duk0TpDkiuOH8ir5ajw7RSmZ7H6Le+xcTPf07TG99I3XOfO31spYzT0IhbP38Wzbds6eeP//MernUf4l3VRrQ5nQ0TN+Ne1cpnKtfhuC6fvfxztOXaqCQVmnPNFP35VSrUYrFYZhMr8k9iompCHKrDtpj0PTnOHT96jO6Vjax/4dJjPLu5j0o0CEG+wUfYRFvLPhhjSAYGMHGMzGQo3XorQ1/6EsWrr6b5TW+aNlZXK8h8Hqd5/pTKvOGhHt72tXt5aW4bf1EuoszpPDB+I7lrOvlc9H0ikfCZyz/LguICynGZ5mwzDZmG2Z62xWKxzCusyD9JUYmmMh4dtg+/NBpyy9e3UGzKcPmrVx92gu58RWuDSjTFxswR9RSwnByo4RF0pYLM5Qk2b6bv4x8nu24d7e997/RSmWGI8DzctrZ5U53qe/ft4l3feoCX1z3JX05kUGYd94/9ivprFvKF6IeMqQk+9ZxPsaxhGeW4TGOmkcZM42xP22KxWOYdVp2chBhjqIyHSEceVgQ6jhQ3f3UzKtZc9Ya1ZPLzp+rHM8EYQxwpCg0+jmf/hCzTSSYmUKMjiHyBuK+Png98AKelha5PfAKZ2ZukbpIEtE5LZTrzI2H7q7c/wXuu28grmvfw7jEHpddy39gvabpmMf+Y/ITeeICPXfox1raspRJXqM/U05SdPzsYFovFMpewCuUkJKwkJJHBPQyBaozht9dtZ7i3zOWvWU1j+/xJCnymxKEmX/TwczbR1jIdXa2S9Pcj8gVMpULP+96HCcO0VGZj49Q4oxQmDPC6OhHe/Pge/dstj/K3P3mEV3UO8e4hjdJruHf0l7RdvZR/MT/n8XAnf3PR33B2+9lU4gp5L09LtmXe7GBYLBbLXOPkDsmehKhYU504fJvOxpt28tRDQ6x/4RIWrrYRtzhK8HIOmcL8EGaWo4eOIuLeXmQ2B1rT+3d/R/TUU3R/+tP4S5ZMjTPGpKUy29unRfZPVIwxfP5/tvLFWx7j9QsmeMeekESv5p6Rn9N5zQq+JG9kc+lR3n/B+7m4+2KqcZW8m6c1N7+6+VosFstcw0byTyKMNpTHQhz38Gw6Tz08xIYbd7L8nDbWPaf7OMxwbpPEGikl+bqMFSeWaZgkIenpQXg+wnUZ/Jd/oXLXXbS9+93kzztv+thKGbe5Gad44leSMcbwdz99hC/e8hh/vCTkHT0lEr2Ku4dvoOOqFXzV/Q33lzbxl+f8JVcvvpogCci4GVrzrUhh//1YLBbLscRG8k8igkqMSjR+9tAf+/CeMr/5zjbaFtdx0ctXnPSiViuN0YZia/awy41aTg6M1sT9/RgE0vMY/cEPGPvBD2j8oz+i4SUvmTZWVys49fU4DSd+JRmtDe/9/oNcd98u3rbS8KbHRojVSu4e+hkLrl7Ft7N3cfvY/bz19Ldy7fJrCZIARzi05dqswLdYLJbjgBX5JwlJrAgmYrzsoW061VLETf+9GT/ncuXr1hyWd38+Y7QhiTV1zVkcW0nHsg/GGJLBQUwUIXN5ynfeyeA//zOFSy6h5U//dNpYXa0iMhmc5uYTftEcJ4p3f2cjP3uoh3euc3ntlj3Eajl3Df6UhVet5ieFB7l55E5es+Y1vGrNq4hUhBCCjkIHjpwfScYWi8Uy15nzIl8IUQD+FYiAW40x35jlKZ1wpDadCMeThxQXKtHc+vWtBKWYF7z9NPL1J3eTJ2MMUZhW0jncfgKWkwc1MoIulZGFAuFjj9H7kY+QWb6cjg99aFrFHBNFCCnw2toQ8sReKJbCmHd98wFu2TrA/z67wB88+CRJspQ7B69n8VWrubFhG9cP3cJLl7+UN5/2ZiIVYYyhs9iJK+f8vxyLxWKZN8zKfxshxH8IIfqFEA/vd/3zhRBbhRCPCiHeV7v694HvGWPeCrzkgAezHJJqOUYrjeM+/cdtjOGunzxO35PjXPKKFbQurDtOM5y7xKEiW3DJ5G2irWU6SamEGh1F5PMkQ0P0vO99yEKBrk9+EpnfW4XKJAlGJXidnQj3xBW5idL8ZMNufu8Lt3HL1gHef14Df/DgDuJkCbcP/JSFV6zid007+M7QL3juKc/lnWe/k8QkaKPpLHTiSfs3ZLFYLMeT2Qop/Rfw/H2vEEI4wL8ALwBOBV4thDgVWAjsrA1Tx3GO84I4UgTl+LCq6Wy5o5dtd/dxxpULWXZW23GY3dwmiRSe75Arnty7GZYD0dUqqq8fkctjwpCeD3wANT5O9yc/idu292/HaI0JAryODoR/Yn6PlDZs2DnK675yF3/x7Q0oY1idTXjx/U8SJ4u5Y+AnLLp8JQ+09fNfAz/i0u5Lec/696CNJlZxKvAdK/AtFovleDMrYSVjzG1CiCX7XX0+8Kgx5nEAIcS3gZcCu0iF/gZsNaAjQmtDeTTEOwybzp5HR7n7+sdZtLaJs5+7+DjNcO6iEg1CkG/wD6sSkeXkwUQRcV8fIpsFoO8TnyDcupWuj3+czKpVe8cZg6lWcDrakbncbE33GaO0oX884Iu3PMp3792JJyXvvLSbP2gu4V8/hFILuX3gxyy+bCWbu8b5cs93Obf9HD544QcBiFREZ6ET3zkxFzcWi8VyojOX9o4XsDdiD6m4vwD4J+CLQogXAT892J2FEG8D3gaweLEVqQDBRASAPESy6PhQlVu/sZWGtjyXvWrVSS9qtTaoRFPfkjvke2c5uTBJQtzbi3BchOsy9OUvU/71r2l5xzsoXHLJ9LGVCk5jI+4JVipTa8NEEPG9+3fzb7c+xmAp4gWrG3j3qjLN9/wPYe8ZaNPFhuGbWHDpcp5YEPHFnm+ypnktf3fJR3GkQ5AEdBY6ybrZ2X45FovFctIyl0T+TMrSGGPKwJsOdWdjzJeBLwOsX7/eHOW5nXDEoSKsJocslxkFCTd9dTNCwNVvWIuXmUtfieOPMYY4UhQbfJyTvKqQZTpGa+KBAYw2yJzP+A03MPKNb1D/kpfQ+Id/OG2srlaQxQJO04nTQM4YQylMuPuJYf7xxm08uHuc1a0+/7y+xKmP3UBw/TmE5mKGo51sHrmRzgtPoW8JfGH311hcfwqffM4nyTgZqnGV9nw7OffE272wWCyW+cRcUnS7gEX7XF4I7JmluZzQaKUpj4W43tP78LU23PbtbYwPVnneW9ZR12KjbnGoyRc9/Jz1EFv2YoxBDQ9jwhCZy1N54AH6P/c5cuvX0/aXfznNDqfDEOH7uK0nRkdXYwzlMOGJgQn+/bbH+OnD/dRlBF8880muGvol4W9OY0L9IZGucP/gTxnyekhEhGzu5HN7rqM9385nLvsMeS9PNa7Slm+j4Bdm+2VZLBbLSc9cEvn3ACuFEEuB3cCrgNfM7pROTCqlSZvO0wuM+3/5FLu2jHDhS5fRtbzxOMxsbhNHCV7OIVOwAt8yHTU2hhofRxaKRDt30vvhD+MvWkTnRz4yrWKOiWOE0XhtnXO+VKYxhmqsGBid4Ef3Pcl/3NVLEEZ8YvEGXlb9KcmmZYwkb0ebAtvG72Nb9V6Wn382a9ddzPbRnXy29C2KmTo+e/lnacw0Uk7KtORaKPonlj3JYrFY5iuzIvKFEN8CrgBahRC7gL81xnxFCPFO4JeAA/yHMWbTET7utcC1K1asONpTPmEIqzFRRZHJPf1H+9gD/Tz8692svqCTNRd1HafZzV2SWCOlJF+XOSGir5bjhyqVSIaHkfkCamyMnve+F+E4dH3qUzh1e8vMGqUwUYS3cAHCm9sLxSCKGR4Z5f7HdvPPt/ezZ3CM/930G16VvQHR08iQ+kuUWsJAuIv7B6+jYU0nl5z3B3itDTwU7eKfy99BSofPXvZZ2nJtlOMyzblmGjInfidfi8VimS8IY+affX39+vXm3nvvne1pHHeU0kwMBjieRD5N8uzgzglu+NJDtC2q43lvWXfI+vnzHa00KjHUtdqOtpbp6CAg3rMHkc2BUuz+678m3LKF7n/4B3KnnTY1zmiNrpTxOjtxCnPXqhJUK4yMDNEzMMSX7hnhoUd38Oe5/+GV8macxGHI+V+ElfWEusqGwZsot0xw2sWX0NuScFt5A78buYexeByJ5IMXfpArFl1BKSrRmGmkOdc82y/vpEYIcZ8xZv1sz8Niscwd5pJdx/IsMMZQHY8QkqcV+JXxkJv+ezP5Op8rX7fmpBf4RhuSWFPXbAW+ZTomioh7+xCZLEhJ/6c/TfDgg3R8+MPTBX6tVKbb2jo3Bb7WhNVxxoYHGZ+Y4IdbKtz5wEbewPX8W/YOMA7DuT+nPHw5InDYPn4PT5iHab50BY+3Rny1/O8MPDGEL30u7LqQKxddSWu+lbXNa6nEFeoz9TRlT5wEY4vFYjlZsCJ/nhBVE+JQPW01nSRW3PzfW4hDxfPeso7sSe49N8YQhYpCg497GM3CLCcPRini/n6QEuG6DH/ta0z88pc0v/nN1F1zzfSx1QpOfT1uwxyzqiQhUXmU8dEhKkHM3T0Jd/zuZl4e/JD3OJtQbo7Btrcw0fc8MoM5hoIdbBi7hYG1ilu7d7BL3Ysz6nB2y5m8ZcmfcMnCS8l7ezv5VuIKeS9PS7bFWtwsFotlDjKvRP7J6slXiaYyHj1tV1tjDLf/4DEGd5W48vVraOqcgxHH40wcKrIFl0z+5F7sWKZjjCHp78ckCTKXZ+Lmmxn+93+n7rnPpekNb5g2VlcryGwWp6Vllma7H1pBVCYuDzNRKlGKDL0lzYZbv89lIz/gFXInlVwLu055K+WBa8g/kUerMrcP/YS72zbx64t2E2YMpxXW8pLOl3Llsqtprpve/TrRCWESUvAKtOZOjApCFovFcjJiPfknOMYYSiMBWoH7NHXdH/r1Lu77+VOc/dzFnHn1ooOOO1lIIoXjSgqNmZO++ZdlOsngIGpiApkvEGzaxO53v5vM6tUs+MIXEP7e7q06DBFS4HV1IZxZ3AkyBpIQwgmS8jAToWIsESTVKk/e9jVO7/0hHWKE3swplNa+jHDsUgpbPaQSbBu/j1u4id+e2ktb52Iubb2IizouoLt1MX4+P1UhSGlFpCIMBk961Pv1FPwCUliL21zBevItFsv+zKtI/slIWEmII03maWw6O7cMc98vnmLJGa2ccdXC4zi7uYlKNAhBvsG3At8yjaRWKlPkC8Q9PfR88IM4ra10fexj0wS+SRLQGq9zFgW+VhCVoDKKSkJKkWE0ljilPsp3fpUlu69nBQEPZ09n15nvJolXkXtA0xzk6Ks+xW9Kv+DBUwdZe+oFfKrzUloLbXiFHNm6OqTroowiSqporfEcj8ZsI3k3j+fYnS+LxWI5EbAi/wRGxZrqRIT/NDad0f4Kt31rGy3dBS59xYqTfmtda4NKNPUtOaRNtLXsgyqXSQYHkfkCulym5/3vx8QxC/7xH3EaG6fGGaUwYYDX3T1N+B8XjIEkgGAcwnG0hpJyGAsdGHgIf8NXad99Kx1GcIt7McHZL2VAVmh5KMP6kToqyQS/Hf0xTywb5KKXv4SXtq0m8UBmPXL19QjPIVQROg5xhUtjppGcm8N3jvPrtFgsFsuzxor8ExSjDeWxEMeVB41Gh5WYm766GceTXPX6tSd9cqkxhjhSFBt8nKexNllOPnQYkvT3I3N50Jq+v/s7oh076P7c5/BPOWVqnDEGHVTx2tuR2ePYIVolEJehMgw6QQuHivYZLAXIHbdQv+kbNA5sYMLk+A/xfLafuo5hfzudjz7I63tfTM5k2DJ2F7tad3D+a1/Iha0LSDxF4kGmvg7tS0JiXGVSK45XwJPeSR8UsFgslhOZeSXyT6bE26ASoxJ90Go6Whlu/eZWyqMhz3/baRQaM8d5hnOPONTkix5+ztoNLHsxcUzS24vwfJCSgX/4Byp3303be95D/pxzpo+tlHGbm3GKx6GrqzEQVyEYg3AChMS4PhMJ9I+O4D56Pe1briM/voPdNPMh/wVs784w7DzCkpESf7XrtSxOFtBXfZL7xQZWvehCVix+LjojCGUMOR+3kAXXpcGrI+/n8aVvhb3FYrHME+aVyDfG/BT46fr1698623M5liSRIpiI8bIHj8zf87Mn6Hl0jEtesYL2U+qP4+zmJnGU4OUcMid52VDLdCZLZRohkZ7H6Pe+x/iPf0zjq19Nw4tfPG2srpSRdXU4x7pUpoohLEEwmp53fJSXYywM2NP7KMWtP2Txo9fjVoe5PreYf216Dj31g2i5iU7dyt/t+lPOGFtNJZngnvIvaLxwERee8TpMxqUsqhhXkm9soKHQTMErkHFsl2eLxWKZj8wrkX8ykNp0IhxPHvQf87a7e9l8ew/rLu1m5fqO4zzDuUcSa6SU5OusmLHsxRhDMjCAiWNkLk/59tsZ/OIXKVx2GS1ve9u0sToIENksbssxqgm/b9Q+qkXtZYbAgaHqOIO922nb8kPWPPErtkjNhxuW8KuWNmKvissezq87g1f0XcnqHYuQWrJl4m4qy0JOvezFiGyOCVlFOIKm1i6a69vIullbGcdisVjmOVbkn2BUyzFaa/zMzB9d3xNj3Pnjx+le1ci5L1hyfCc3B9FKY7Sh2Jp92k7AlpMPNTyCrlSQhSLho4/S+9GPklm1io4PfnCqdCSknW+FAK+tbdr1R2cStah9dQS0wkiX0PEpx1WGykPEuzfR/sgPKfTdyfcLeX7S3U2fk2BMTIdcy0u6z+Pi0dU0bnDJRXl6q0/yVOFRlrzyYhY2tpJ4Cj8j6G46hcbGNlzX7mRZLBbLyYIV+ScQcaQIyjF+ZmabTmkk4Javb6XYlOHyV69GOie3qDXakMSauuYsjq2kY9mHZGICNTqCKBRJBgfped/7cIpFuj7xiWkJtSZJMEmMt2ABwj1KP5daQ1KF6ijEZQySWEjKJJTCcapxgPPE3ajN13F7sJOfF4tsX9AJRpCUl7DIO5e3n3ouS6oOmfsSGmpVc+6Lb6bwnJWsXXotuWwWL+9TyBepa2rFPd5VgCwWi8Uy61iRf4KgtaE8GuIdxKYTh4qbvroZpTRXv/E0MrmT+6M1xhCFikKDf9JXFbLsxUQRyegoqlRC5guYIKDnAx9AlUos/OIXcVtb947VOi2V2dWFPBoiOYnSuvbVETCaGEEFGI/GSIxCxxGlR37GvU9ez01OyEP5DOQbKapTCHrPpMWcxZ+e286Z+RjvoYjikw7S+Gwt38vEaR5rzn8JjfkGHF8isx7Fxkb8XN5a1CwWi+UkZV4pwflcXSeYiABmrO1utOG3121ntK/CNW86lYa2/PGe3pwjDhXZgksmf+LZE4wxaAPaGLQxGJNatrUxKK3xXQfPkTjWfnTYmCRBjY2jxkbBcXEKRYzW9H3sY4Tbt9P1iU+Q2ed3wxiDqVZw2tqQudwzf2KtIa6kwj6uEhtNIATjSYVIxUghKZf6uXPjf3Hb6MPc70tMQbDM7eRUcyn3bz+VWDXz2rNyvHCRxnuqQv5WKKg6eqtPsrujj5Uvu4ozm1pxMhLlavL19WSLdcjZ7MJrsVgslllnXon8+VpdJwoSwmpy0HKZG27ayVMPD3Hei5awYFXTcZ7d3COJFJ7vkCvOrkVhUqzvK9r3FetKkx4NKG2mTtqYvY8BHEzKu1KS9yU538VzJJ4jbNR2P4zWqIkJ1MgIACJfmHqPhr78Zcq//S2t73oXhYsumn6/ShmnoRG3ru6ZPXESTlXISVRMgGZCx4Qq9ffHKuGOp27i10/8gvvUKIkQLPZ8Xt18LsJ9Ad+/r8BAWXPF8gyvO9WhYbxK5n8imsstVJJxHvLvpvUlF3Bx9xW4vkS5CTLvU9fQaK05FovFYgHmmcifj2ilqYxHuN7MUbknHxpk4007WXFuO6de2n2cZzf3UIkGIcg3+AdtEvZM0DXxvb9YTwV7ekr2EerpSR9UdAsBAoEQIIVACnCkOCKhrrShHCnGgwRIHyfrOeR9ie86+I48aZONjTHochk1NITRGpHNTUuaHbv+eka/9S0aXvYyGv7gD6bdV1cryHwep/kIF8xapw2rqqOouEyoEyZ0QlXHQPqduXfoIW554hfcNbqVSBi6k4Q/cttZv/wVRJn1fOmOEhv3RCxrkbz7ogxL3TL+fREtuxuR5HksfhB58VJOW/0KChkH7WuMD3WNrdaaY7FYLJZpWJE/x6lM2XQO/Oc9tKfEb7+7nbbFdVz08uUn/T94rQ0q0dS35Ga0NU2O2VesA1OXE6WnifV9Bfz+GFOLsNdE+sxi/djaJRwpcOTe5zDGECvNUClhcsYZV1LwXTKeg+cI3JMgAVlXqyTDw5gwQmQyyP0SZst3383A5z9P7rzzaH3Xu6b93egwRHgeblvb4f89xQGEE+jqCEESUiKmohVgMAgeGt7MLT2387u+u6nqmJZE8fvViEtaz6f7nNcz6rby9XtLXP/IMAVf8CfnuVzWHpHdUaXhYY+Caacv2sH4Guha/3u05DM4WdCe2WvNkdaaY7FYLJbpWJE/hwmrMVFVzZhEWy1F3PzfW/DzLle+fg2OO//F275obTDsjaZrY4iqimyDz0ScoCNIdCra9T7CfRJj0mj6vuwr1oVIb/ddiTxBFk9CCHxX4O/zXUiUZrQao8oRAnAcQd53yM9Di48Ow1TcV6sIP4MsFKbdHj35JMP/+Z+Ubr0VXJfmN7xhWsUcE8cIo/HaOxGH8rNrBVEZXRkmjEuUkpCKUWgBEsnW0ce4pfcObuu7i4m4TL2GF5ZLXJ34LFv+MkqrXkzs5PjZtir/efcApdBwzUqXV6xQtFcM8qaY5qCNcjLOo83baLzifJYXixTyHvgaN5cl39iE6514OScWi8ViOT5YkT9HUUpTGY/xZiiXqRLNLV/bQlCOeeHbTydfd+J6cA9IMt33uinfuiExqVg/WGQ9iRR+ziWIEmS8V6RPCvYTSawfTVxH4u7zFVLaUIkUE0GCMSClIOtJCr5zwlp8TByjRkdJxscRno8sFKfdHu3axfB//RelG29EZLM0vu515M8/n+zpp+99DKUwcYTX3Y04mHA2BpIQE4wTVvopxwElE6Olg4PD46Vd3Np7B7/uvZOhcJQcDldUA140NsJZ2QWMr/szSksuZ1y6PNIb8q+3D/LYoGJtu8Ofnp1hlecQ3zNIfU89UjTxlNxO5nlr6GxZQ1Pew8mB8AWFplb8bG7eLM4sFovFcmywIn8OYoyhOhYhJQcILmMMd/7oMfqfmuDyV6+iZUHxII8y9zDGECaasSAmSfZG4A8Yh5nmV08Fe3r0XIlP6mefJIkU+TqfbJ1vhc8hmNniYxgsRRhjEEKQcSV53yU7xy0+RinU2BhqdAykxClOT5KNe3oY/upXmfif/0G4Lo1/9Ec0vfrVOI2N0x/HGHS1gtfRgcxkDnwilWCiElFpgEo0RkmFJNJFCofd1SFu7bmDW3rvoLc6gCdcLpFFXjg4xhWlcaLO9Qxf8r/Y03UOBugvhfzXvWPcuj2mJS95/6X1XNkmibaOIDdpWkQbA3o38bkNNK66nKLnkM9LRAbyDQ1ki0VrzbFYLBbLYTGvRP58KaEZVRPiSM1YTWfz7T1sv7efM65ayNIz22ZhdkeO1oZKnDBaiUm0wXckjiPwhJgm1p8JKtFIV5Atzg+BP7kQGg9iSkHCeJAwEcRMBAnj1ZjRaswVq9pY0VHEPQrdV2e0+GjNWDVmeB+LT27K4iPwnZl7NRwvjNaoWlItgMhPTzhN+vsZ/trXGP/ZzxCOQ8PLX07Ta16D29Iy8+NVyritrTjFfRbMxkASEJUHqVQGmIirJFIgpc9AXObXvXdyc8/t7CjvRgrJ+uJS/lQInvfkAxQRDJ9yNbsufwVx0zJiExPEATc8EnLdAyGRMrz2jHpetdzFHS5R+ckwraqbihpn1ym91F14Njnh0Vhw8HLgFXLkGxqtNcdisVgsR4QwM0RST3TWr19v7r333tmexjNCJZrxwSqe7xxQHWbP9lF+9R+bWLi2matet+aoVo85FsRKUwlToaqNwfckrjh6UWGtDTpRFJqzB020nQ20MVRCxXhNnE9MHZN9xHvturB2e7V2W5gQq0P/TWZcyZrOOtZ1N7Cuu551C+rprM8eE/Gtawm9SW1eQqQWn7zvkDmONfunKuYMD2OUQmSy07zzydAQI1//OmM//SkYQ/2LXkTz616H295+8NdWKePU1eG0tKTvnUqIwzGC8R7GolFiY5BOltG4xG/67uKWntvZNv4EAGc0reEar50X7thIR89DKK9A/4oXM7LmZcSFJhKtkEKyuUfwpTsmeGok5qJFed5+ZoZuoxj/7Q6aRzqQwqEv30vxeadh/BwFzyFflLg5l0Jjk7XmWA4LIcR9xpj1sz0Pi8Uyd7Aifw5hjGFiOMBocL3ponV8sMr1X9xIviHDi95xOl5m7m7ChEnq+S6HCQLI+A7yWUbs98cYQxIpCk0ZnIOUF302JEpPF+E1kT4RxNOi6/uL+ImaUJ8hbWAKKaCYdanPetRlXeoytWPWpT7nUczUzme9/ca5PLxnnHIY80jPBJv2jLO1d4JIaQCaCz7ruus5rSb813bVUzxIb4VngzFpInOsNJM/H/6UxUfWEnqP7qJLBwHJ0BAmihB+ZlrCrBodZeSb32TsRz/CJAn1z38+Ta9/PV5X1yEes4rwfbz2dlRcJij1M17uJTIK4WYoJxG/G7iXm3tu5+GRrQCsrl/GlR3n83vlKks2/Rh3dAdRoYO+Vb/P4PJrMJksGEHOzTJW9fm33w3z68dLLKz3eMc5Bc5vFow/sJPco1nqnGaG6ENetgCvsx00NNS7+DlJrqHeWnMsR4QV+RaLZX+syJ9DBOWYykREZj9hFgUJP/uXBwnKMS9+55nUNWdnaYYHZ9JmMlKJCGON66QWkGdrxznYcyWRIlvn4ecObmEIYnXoSHqQMBGmkfSp80FCJVJPOwfPEdRlPeqzLnXZvSJ9//Mz3Z73naOWBBwrzaP9JR7ePcYjPeNs2j3OU8MVIC3xeUpLnnULGjitu5513Q0sby8cFZvP/iQ6jfRPJkVLMWnxcfBd+YwtPjqKUMPD6GoV4fnTkmLV+Dij3/42oz/4ASYMqbvmGpre+Eb8hQsP+bgmilBxgG7yKZX7qMQlhOMTGcOdgxu4pecO7h9+GG00pxQXcFXXxVzVdBorHv8d+Ye/j6yOUG1eya5Vv8/woovwPI+Mm6XOLaC1y9fuH+Fr9w3iCHjd6XW8fImD2jVAdPcEHeIUKnqC8hqH4voVRJEh70sKdZJsXcFacyzPCCvyLRbL/liRP0dQsWZ86ECbjtaGm7+6md3bR3neW9bRtbxhFmd5IJN++7FKQqw1/lGM4hpjqEwK9TChFCaUooTRckRFaQLMtOh6ab/zkxHug5H3nemR9Nx+UfX9I+n7CPbsMdg9OFqMV+NU8O8ZZ9OeMTbtHme0GgPHz+azr8Vnsmtv2qjLqSX0Pr3Fx8RxmlQ7Ng6eNy0hVpVKjH3ve4x+97vocpniVVfR/MY34i9ZcrBHA51gVEwUV4kmRgmiccIGifB9lPC4d3gTN/fczj0DG4hNQleunSu7LubKrotYqSW5jd8ht/VniCRkYsEFPLn8WkodZ1CfzVNw82SdLFJIbn50nP/vt330TsRcsyzPW071aQorjNy2g87qKUjhMNwyTv1z1xFrMEZQVy/I12WsNcfyrLAi32Kx7I8V+XMAo1ObDnBAvft7b3iSh2/bzYUvW8aaC5/efnA8SZSmXPPbK6PJeM5h+e13jVb4zWND5H2HUqRS4R7WbDHhPmK+JuifzvYiYEp4p2J85kh6MZPaYKZEes0OM1erxhxtjDH0jAU8vHusJvwPYfPprqd4lO1g+1p8Jj9T30l9/TnfmbL4GKVQExOokREQEpHduwDRlQqjP/gBo9/+NnpigsJznkPzm95EZvlyMBp0ktavNwpUjIqrxHGFKKlSjSpEQQWEg6jPY4oFNk48wa29d3B7/30EKqQl08gVnRdxVdfFrG5Yjte3ifzGb5F5/NcgXUaWXsmTK16CblxBS66OnJubqlT02FDA537dy727yqxo9vjzs/Kc1qAZuH07jbtaqPdaGPGG8a5aittSRxgmZHOCunqfYmMDuWLdtI68FsuRYkW+xWLZHyvy5wDVUkRQig+opvPY/f385rvbWXNhJxe+bPkszW46YaLSiHmYIDk8v30QK257fJCfPdLHxj1j025zpaAukwrxfY+T5/e9nPckRd+hva1AQ94nnzl6tpeTjblg85m0+CRagzaIaoVseZysI/CLeXzXRQiBDgLGfvxjRr/5TdToKPkLzqf5Da8mu2wxJBGoCGMUymhinRAkIVWToDEYZRCxwfV8wqLPA9VHuWPgAX7bfw9VFVDvFbms8wKu7LyY05vX4AD+k78lv+Fb+L0Povwig6texJ5l15KrW0x9No/n7LXSTISKL9/Vz3Ubh8n7kjednufFiyTj23aiN0R0e8upmjLROXXkT1tAWFVoNPUNDg0t9eTrG3Bca82xPHusyLdYLPtjRf4sk0SKiaEAL+tM26Yf2DHBz7/8EO2L63jeW9bNavWYSb/9aDUiiA7Pb2+MYWt/iZ9t7uXm7QOUI0V3fZYXrGlnQWOO0zrrqc96ZNzD82obbUgSnSbanmTdfY8Xh2XzWdDAuq6jZ/MxxkAQoIeH0FFE4jgYYzBaYYIy4uZfEf/4p+jRMbJnrqP1NS8nu2o5BkNsIDaawEQEOsEYDQikcHCUQcaKHjPGXdGj3DX6EA+ObCYxipyT5rS8ZdWruHbR1bjShSQku/Xn5Dd+C3dsF3Gxg6FTf5+RJdfiZ5spZrLTFpTaGH76yCj/cnsfo1XFi1fm+OM1Dv7YGCO37WKRXoUUDhMLYvJXrERrQxArMjloasrT0NKCl517uTWWExcr8i0Wy/7MK5G/T538t27fvn22p3NIjDaMDwUIMd2mUx4Luf6LG3E8yYv//EyyhdmJ9O3rt4+UmiqX+HSMBTG/2trPDZt7eXyoQsaVXL68lRes7eDM7oZnFHmfTLTN1ft4x6BajGVmjDHsGQ1SwX+0bD772mqCCnpwAFMZR7gCKUk7Hicx0a9vp/qjGzDDI8g1q5F/8FLU6hUYk2BkjJAKKQW+I3CEhyskUkjiMGDT+KPcVdnK3eXN7Kj0ALC4sIAL28/morZzOLVhJU+Wd7G87hRkMEb24e+Tf/j7OMEYYetqSme8lrHuq3HcLFnvwN2ih3srfObWHjb3B5zW5vPnZ2ZYkQ3ZdesW2ocX0uC3Mp6fIHP1cmRDljBIUELR0OTT0tZMtlC01hzLUceKfIvFsj/zSuRPcqJE8ivjIVGQ4Pl7hVESK37+pYcZ66/wonecQVNn4bjP60j99kob7ts1yg2P9PK7J4aItWF1e5EXru3k6pVtz9rfHYcJmYJHZpYWO5a97Gvz2bRnnEf2zGDz6a7ntM4C67oKrGj2cYkhCRE6QmiNjmP0+BhUAkwmg/AyIByMgei23xJ874fogUHkyuWYP3gh4ZpTULX0XWNAGAFIQCARhFR4uPQI95ce4f7KNkqqiisczmw+lQvbzuHC9rPpzndMex1i5CmyD36bwtZfIlVItOQSqme8kbHGczBSkHGdAxKDhyoJX/xdH9dvHqUl5/C2M7Jc02XoeeBR3K2ShdlVBKKKvrAVb2ULKtJU4ohsXtLe3kBdU5O15liOGVbkWyyW/bEif5aII8XEcICf2WvTMcZw27e38cSDg1z1+jUsPnXmDp3HiiP12/eMB/x8cy+/2NJPfymkPuPy3NXtvHBtJ8tbj87iJIkUbkaSrZsfHW3nBcakya06AaOYKFd5ZM8Ym/ZMsKmvysN9AaNBGu3PuIK1bRnWdeQ4tT3LqQVNh6kgXA/h+wBolRD89ndE3/8xprcfvWQh8e//Hvr0NThC4koXuc8i0xjDzrCX+yc2cf/EJrYGT2Ew1Lt1nNl0ButbzuL81jOod10ylX78cj/ORC/ORC9M7MEZ20WmfzMIF3XqS4jPfCPDmcXEWpPx5AG5B4kyfGfjEP/v7gHCRPMHq7O8fqVLsHsPY7f3scw7DSlcgmUO/sWLAAiChMRRNLXk6Ohot9YcyzHHinyLxbI/VuTPAlobxgerOI5EOnuF64O37uL+XzzFOb+3mDOuXHRc5jLptx8LYqqhOqTfPkw0v318kJ9t7uP+XaMIYP3iJl64poNLlrXgH8XcAZVohIR8Q2bOd/c9UoxJS0tqY9IKjwYMJtXP+5xPx8K+6xtjQEpwpcR1xLFJPjY6tdToBGE0JCHoCKFChFaplx6DQGCEAOGAdNKIPLB7POaRvioP91Z4uLfK1v4qUa2iaXNWsLbZZXWT5twdG1h84y9we/rQi7rQv/8C5DlnHNAEKtIxj1Qe476asB9IRgBY5rdzQXYBF8t61oUhmXI/bqkXr9yHF4xMf0lCogptiFwjcnwP4fO/wHDreiKlyThyxmpLd+0o8flf9/DESMT5XT7vON2lXVfYcetmFlWW0+C3Um4I8a5aiii6qEhTTkJydS7dna0U6uutNcdyXLAi32Kx7I81OM8C1YkQYJrA3/nIMPf/8imWntnK6VccupnPs2VafXul8F2HwtPYarYPpEm0N24boBQmdNZleNP5i3n+mg466g4/SqnRKKOQtQTJgy0mtDYYrck3ZueUwNfGTBPhxtSE+j637Ysx5oAdCGMMjpQIkVYXEiL1lkuRNpFyZHp+coxApMfaeaUNYaIIYk2YqKkGVACuI3Dl09eg3/ti1FREXmgFKoQkqtlqUoPMlJCXMhXywsV4e2vWzxQiEMDCBp8F9R5XdzvEozHVKMOWsubh4ZitQ4riQw9x7gO/ZNl4Dzvq2vn5ZW+gfNYZrG52WT0uWFqnKYe9bBi9l/vK23gg7iVAkTFwfgR/WilzxcQoHWoHkC7otfRICu1ExU5KTRcS5FsJC21EhS5EcTGyuBDHySKB7Mh2Kg3L8YGCf+D3fs94xD/8ppdbH5ugu+jwsUtynN+ieeKOBxl9Ks9p+QsI8xHhxU34S+ogMVSrEYmj6FzYSGtbK45rf14tFovFMnvYSP5xJgoSyqPhtHKZI30VfvYvG2loy/GCPz0d1z92jZYSpSlHCePVQ/vtJ4KYG7cPcMMjvWwfLOM5gsuWtfLCtR2cvbDxaSPIBoMyCm0SYpUQ65hQhyQ6qcl6g0AipYMvfRzh4EkPR0pAQiQoNmdxjkLTqf2j5pPnZ4qaT7/f9Ag6TBfhUqZRdLd2FAJcJzU4TV5mn/NSpEuaVLAfvYVLojSJNkSJIkg0QaTTspQ1W40jNJ7QuEaDCkBFSBWD0TWnuwYkphaJTyPyzyz6rI0m0QlhpUQ41EcYVtAZH6TEMeA+vB35g5/DEzvQbc0MP+ccerobiEuDuNU+Aq+PHYUxHiwotmRS/3pnknB5pcplQcIZThNusZO42Elc7CAqpMek0EGSayIxmtgkYKDg5Si4BXw53epljEEZM2NJ0CDWfPW+Qb523yBCwKtXe/zhSo/+rU8Q3DPIqvw5SOkQr8nhrO8EY0hiTdmEFOqzLFzQSS6fe0bvncXybLCRfIvFsj821HQc0UpTGY9w9xGuQTnm5q9uxss4XPWGtcdM4IeJohwkjE/z2x/4XNoYHtg1yg2b+7jt8UFiZVjRWuAvnrOca1a1UZ89MHFQodA6IdGKWIVEOibWMRqdiisDjnBSIe/sFUDGGDSaSEdorTFpZXNUoPHrXCYCBzf0cKSHJ/w08i8EEgeBM2MUee+DAzOI7EmBnpFyP8EukTNEzWVNkMujLMyPGsbgonBRZGVCvRODF6KTkDgOSBJDpBRhogmUwQgHpEQKD8eVuFIcuJI5ApRWxCYmUhGBCgmDMoyNI4IqWV2hIR7FHxmER7ZTvflR4j1V3KKh9YIJGk/ZQ9XZxB2VLLcVc9zWnmfQkQgjWZoUuHCsk2hkGQPBcr5n2vh+tp7VHT6rWzxWt3usavMo+DK1nOkIrUJ8x6PZayTrZnHEzH9LQgjcGXZXbnlsgn+4rYfeUsKVizzefrqLOzHB1u9uZBVnUF9cQdCq4bKFOAU3jd4nEYkHi7o7aG5utNYci8ViscwZrMg/ThhjqIxHwF6bjlaaW7+xlfJYyPP/9HQKDZmne4hn9JyTfvsgUjhSkPdntsj0T4T8fEsvP9/cR+9ESDHj8qJTO3nR2k5WthXT+aKJTZwKOxURqYjYRJhaRBjAERIhHHyZmVEUK6OJlaZW0ryGABzAQUUaNyNxfBetDbHQxLpKYMoISc3iIkFA1vXxpIfveGTdDI6QU7sBnuMek6j5UWVyK2Hy3Zs8f6hjEtWsNWEt+dXsjbwLAcJFSkkmW0dGCCZToA2GWBmU1oRJWrc9iPXUTsakRehgPn9jDIlJ0kh9NE4yvgO31Itf7qcw0UvzaA9+uR8/HMINhhFoKv0+Aw/VURnI4OY1LZdlGT67je/lPW6XVTbqEWI0eZnhzOJaXlU8lbMyK6g3Wcj4xIUiT5QlWwditvbHbOmPufOp1O4mgIWNkpVtLqd15jm7u4E1bcV04XIEPDYU8Plf93DPrgpLGxy+cHmWNXWw7cY7aR9sY33xSmI/Ib6kFWdRHhJDHCaUiWhsrae7s41Mxj/ij99isVgslmOJtescJ8JqTHk0IpPbu66688ePseWOXi595UpWnNt+1J5La0M1ThirJkRJ6refqb59pDS3PzHEzzb3ce+OEQxwzsJGXri2g4uWNuA5ZprVRumkdk+DwMGREokzrfLJ/qTC0JDUaqv7riTvu7hyb9Qc0vM60TieJF/vHVbDq9QOpFE6PZpJ/zgGRzi40sVzPHzp18R/OldXuE8v/M1hCO0Djhq0Ts9rDegZjiY9msnTDH6g2rvxNJObluSKfHY7PwZDog2JMkSJJkgUUawxUQlR2o0s7cadOvbil/vwy/0HJrUiSLItxPk24lwbleEcpd/0kjw6APUF+n7vHG4+x+fecCs7w14Auvw2zi2u45y6U1mTW4ob15J9czmoK4B/oHDWRjNcDdg2kPDEoOCxQcPmvpDRQAG1aj7tOdZ15DitMz11FL0ZP+9p3Wo9wR+vdXnx8hyP3/MgPDzG2roLkNJFnVYHZ7WAMZhEUzERJuuycEEnjfWFubuItJxUWLuOxWLZHyvyjwNKacYHA1xPImtRxq139XLHDx9j3WXdnPfCpUflefb122tj8N0DywECPD5U5meP9PKrbf2MBwltBZ/nrmnhihV1NBfEQa028iD2h/0xxhBrjdIGAWRcl0JW4smZK5gAaGUwGvJN3rSE5H0edD9hzcEFNwZjNForlIrTxYBKUj2tFaBxcPCFgydcPCFxpZPuJQiQzNSF9xDCm0nbi5h+XrDf5ckxPCubzLPCGAhGYXwPjO+uHfegx3fD2C6Y6EGG49PuoqVLlG8nKnQQFTqI8+0ovwlFHVG2laS+CxwXntwJ3/8ZbNhEXMxw52UdfOP0EYZlFQfJ2vxyzqk7lXOKp9KdaU8XQHGcLoAKeSgWwDtwgzHSEYlRODjUeQVybg5PerWXY9g9HrOpt8qmvlo1n4GASKXfk+a8y2k10b+uM8fa9hy3PDrOF2vdal+01OUtZ+Yp7dhN760bWJe9kHq/hbjTgYs7oGbNCXVE4BiaWpvpamvCn2GeFstsYUW+xWLZH/tf6hhjjKE6FiElUwK/9/Ex7vzx4yxY1ci5z1/yrJ9j0m8/EaZJrTPVtx8PI27c1s8vNvezbaCMK2H94gJXrGzhtK4cUgocodAc3GrzdGiTer9T24cg7znk/HQHYfJ1oxJIYtA1UVeLehutUJGm0CiRpclo9z5How/yrAefo8Ckzv2p1yFqWlwCDhpNYhIiHaOMnibCBeBKF9/xcIVLxvGRQuIIWVvszHHftdFQHpwm4JnYA2O70+P4Hogr0+6i3SxJsYOkrgPVthpT34Wumzx1ovPNKASxUiTlKtHACHGSEDteWs/zqd3oH/6YwoZtVHOSH13ucMP6BD83xtnFdZxbt44zC6vJT+ZkaA3Vavq+F4tQyMF+1WiUUUQ6Bgw5J0ezVyAzw3dTCMHCBp+FDT6/t7oBgChWbB+s8nBvlU19VTb1Bdz2xMS0+53aJPjUpUXaSdjyvetZEq7govoXkWQNySXtsCALiUFHCRWZIOvyLO1spb6QtdF7i8Viscx55lUkXwhxLXDtihUr3rp9+/bZng4AYSWmMh7jZ9Mo+MRwwPX/spFM3uNF7zhjmn3nSDDGECrNWDX120shyHip+JysahMlMRv2jPHLLYPc9WSJSBkWNXlcubKey1Y00Jj1n5VgTYwmTlIB7kpJwXfJeAJPCoTWYGJK4Ri7J55kT2Unu6u97Kr2MZaMs6KwhAW5Djoz7XQ4HSxobqm9FzNFw4+voDLGpDYgUiuQQadTMgCpX92XPq50ydRsQJO7HWlOwjGer05goneveJ8U8pOifmIPqHj6a8rUY+q7UXWdxIU2wkIrcbGdpK4TU9eFzDXjHML6Y4IQPTqGCWNE1icRhke23YW+7hcs3tBPkIHrz5NsvKSLNS2ncVZhLSuyp+C56UJPIkApCKN0YVBfhHwe9tndSXeBYhQKKRwavHqyMpN+T026Q2O0Sev0G4NWKk3ari0WtdYYpTGTuQpGAQZhDOOxZtuw4faehF/vUnzikiLV+35L9gnNuqaLkdJBn9GIOb0xfS6lCUVM4ns0tTbT0Vw/o+3NYpkL2Ei+xWLZn3kl8ieZK3YdlWjGh6p4noOQgjhU3PBvD1IeDXnRn59JQ9uRl9rb129fjSOkNLgOREkwVdVmsBzxm8fK/Hr7BH0TCXlPcunyBq5e1ciK1mcehUz99brmr0+bZuU9iTAhg+Fudk/sZE95J7uru9ld7WNP0Mdosjd6KhE0+42MxOMII0hIpm7zpUd3voMF+c70VOhkQb6DBfkuWrNNcyp6ro1OFwG1o5lW58ekuQDCxXd8fOmleQC1fICDVXxJ71qz0ZT6odwP5YH0VOrfexzbDZUhYL/djUIb1HVDfXpSdZ0kxQ7CQhuVfBOB40AtB8IRLu4R7EiYKEaPjWOqVUYJuaeyhc2P38uKG7Zw0cMJkQsbLm2HF13Gud3n0pZpQum9Xv9QKeJqgo4jtCMRdQWcXBbpSCS175WKiZIIrQx5xyMnsji4U8Je1Maltf0NwmiM0bXKSSbdtxFp8jA44LgY6aUWIpGeTC1zO0kS7r7pJuTG7ZzZcDn1XjPJAh9zYRvkHUgMCTGhBLe+nu72JuqyM/v6LZa5ghX5Fotlf6xd5xhhjKE8FiKlREiB0YbffGcbo30VrnnTqUck8LXRREnMWBAyXKkSJgEIhZQmDVTGoLXggV1Vbt0+wQO7SmgD6zrz/NHZ7Vy0tJ7MYSSyHux1xFoTK8Vw0M9ovIfhaA991V30VPewO+ilPxyaJnSbvAYW5Lo4v/lcFuQ6WZDrYkG2i85sO65weKKyg1NyC+mvDNOn+hg0A+yu9LK70seuSg93D24k1nsj0TMvANLTbCwApJCpcD/I7cpoYqMI43JaFlQnONVxZHkILxjBr47gVUdxK8M4lWFkeQBRGYTyEELHBz5gpi4V8V4e4jKc9vvQdeaUoDfFLhLHIdYJ1SSkklRRRoEwCCPxpEuuVn4UamJ5n+N+a5S9Z5MENTrBY8OPcnd1K3eVHmGo50l+/3eK1z1oMK5k5Jqz6Hz5K3huQ3O6SFGGpBRjtAalkVGEHyb4jiTJZtGeQ1JNiEvjRIkhUhFGK1zhUJQ58pkMHhIpYoSIa6nUk/WgBEY4U+JdKU0YhoRBlTgsEwVVorBKHFSJggpRtUJcKZOEASqI0GGMDhNkYljdcD6LWl+OyguSi9sw3XutObGrSHJ5Gpsa6Ggs2Oi9xWKxWE5IbCT/GBGUIiqlmEyt6dUD//MUG2/exXkvXsq6S7tnvM9kiUKlNUmtok05ChivBpRDhcGQdT1c18GpVbXZNRpy49YRbn10jPFA0Zx3uXJlI1etaqSr/sjK+hljKCUT7K7sZHd5J33VXQwEPfSHe+gL+9ImQzVyMpOK91wX3dmakM91siDbSd7NH/K5VJJ2gs03yAM62mqjGQiGU+Ff7q0tANLTnkr/wRcA+4j/47IAUAmyOoysDCHLg8jKEE7tmJ4mz48gjDrw7pk6VL6ldmpG5ZvRhTZEoR1ZbEcWO3GKHTh+AYlEJgLTtxnduJLYKCIVEyQBkYrQtZqkDg5SOjjIvYJ9/z/xycuTb/s+ot8YQyWqsHFwI3eNPsA9wRYG9RhNE4Y335nnvAdKaROziy9EXH05or5h6v6TjiYBGKUwSiN9B1nMgeciZSrWY53UkmghI/y0P1eoqE7EhJWQKEjQYYKOYkykMLGCSEFiIFagQChwcNJdCenhCA9XeHvPT13nImb4DiQmJlzh4V+0eMqak8iEJOPhFRvoaC7a6L3lhMJG8i0Wy/7YSP4xIIkV1VKMn0mtGU88OMjGm3excn07p17SBaRNhBKToI0mSEIiHRKruFaz3BAnmkpkiBW40qchu9frXY0Utz4xxk1bR9k2UMURsH5xHVevauTshUWcQ9QJD1VAb7CH3uoeequ76a3uTM8HPVRUeWqcKxw6M20syHVyftMZdOe7WZDtZGGui0av4RkLIK1rlXQaDxT4kEbKO3KtdORaOafltGm3KaMZnFoA9LC70sfuSu+MOwAZ6dOd70gXAfssABYWOmnJPM0CQEXIyjCyPIgzKdTLQ/uI+UGcyhCiOorYT0EbBCbXiMq3oPOtJC0r0fkWdKEFnW9B5VvRhVZ0vhmcmUtEJjoVyCpRMDaBScYROhXIjtNIMtYLCIRMKx+5wkPuF21Ou/xOVhraex6dCnCtdc3LbtBaMxgOcW/pYe6deIiHqo8SkZAVPpcES7j27k66H9iDEB7y0kuQF12EzNchNIgRIAEda1SoMEGMijVGSzAOSompmv5CS6QRSOPgGxdHuDjCm2rJdsi9LQlk0uZrRhi0NBgHcEV68hyE5yAzLsJ3wZNoR4AnwRUYR4ArMZUEuWkUf3UHJtYokWAygiTXQENDkfb6nI3eWywWi+WEx0byjzJGGyaGAwAcVzKwa5xffGkTjV05Lv3jJSSk3UH1Pp5qicSRDsJIQqWZCBPiWOG6Eq+WDGmMYUtflZu2jXL7E2MEiWFho8/Vq5q4fEUDjbkDK5MMBn30VHfXBP1u+mrnh6OhaWOb3SY6/XYW5DpYVOhmUX4BC/PdtGdan95DfiTvizGoWBPHMUkYk6+XOO5BFgkHWzyImdp4Td4k0gVAOExPtZ/dQT891T72VPvZHfTRUx0g2WcnIiMcumWeRXgsVrA4jjglqLC0PEJHdYz9JZ4REp1rQuXSqLvOpYJd5ZtT8Z5LI/I61wTSfZpc4ZmbTKHBJAahgNiAqcXFBSBJLV+kde2n1hVaY2KNjtOjiU3tpCEGkQBq70koIBEIDSQwEZUZD0tUoio60WR1hoLOUjR5MtrDVQ7iGXz+iY5ITEyiY5RJSEyMFqkwN05qkceVCE8ifRfpOzhZDyfr4+YyuLkMXiGHX8jhZDyEJzEuJFKgpSBWhlAr4lijJ3cRak3S5P6NvIw5cEdDaxiOUfUC7YMu5HFyRToacjZ6bzlhsZF8i8WyPzaSf5SYtNqUxgMq1QDtJYwNlrnzq7txc4K1L2+krEpI4eA53rQocqI01UgzEYRobfA9Sc5Pa4CPVBJufXSUm7eNsnssIutJLl2WJtGubMsynozSW93CA2O7pqLzfcFu+oPe1Jddo+Dk6fTbWZNdTnv9hXT6HSysW8Cy4kLyfg73GNhajDaoxJBECUkcoFWE4xn8rIvRkiSa8V4Hf7yD3CTiMm4wghuMsLA6zJJgBCcYxg1GcKrpkWCEQROww3XZ4Xk85bnscCfY4Xnc4bnEngAPqGsgQxNdskC310RXto3OXDfthUV0ZTto9hpqyZ4zCMEEzHj5wOv3fW213gNoUvGd1E5mb0l9JHvXAnEaLZcjAjkoEBM1kV67vzCC6TJ8snvwwWagiUmITIgwMQUtyekMRickKiAyJfpNjNJxKtT3Oa+lRtQi49KXadTclThZF6cuj9tQxC/kcXIZZNbDzeWpzzfSVtdMxs3O2Gn5cDDGIAz4Jn0FWSmoMxJ8SLRGa0OkNFFiCKMk3SmqVd9xHDFVvtaItK2vMQZaDCLnQ66e+kKW1mIW/xnmrVgsFovFMhexkfxnwKTVRmlFkASEOiRSEUmkqI4kOBmB1C73fr2H8d6QS968mIau7AGPEyeacphQitIIc8Z1kEKgtOG+nSVu2jbCfTtLaBGwrHOC1QvKNNSPMBjVxHx1D4GuTj2eJzw6Mx10Ztro9NrozLTT7rfT5raT9xqR0iXnp/XrXbFfxPMooZUhSTQmUSRxBCZAuuC4Dq7vzWjPmRFjkHEJpzpcO43gVIdS0V4dxgnSpFUnGEYmwYHzcHxUthmVa0ZNRuBz6eVk6vpmdKYOBQxFI+yp9tMT9LMn6KcnGJg67rsD4EuPrkwb3bl2urLtdNdOXdl2mv2GmS1AxtSi6QZiUlE/+TbI2kkIjNbocQ19CQyCMyJxSs5UF9/Yi3ASh4nMKJGoEichURIQJwFRXCUMqwRxhTgJ94r0qWh6hNIJCQmxZ5BZj2wmT0O2gXyuiOdncHf34G7bjhcEZJYtJ3PZc8gsXISfzeJlsji1OvbGaEwYIaSEugIylwMEsUl7DrjSoegWybjp4tHsH03fN+HXAMJMvSGTeQFMHiEV57U7GJlucggByNpiS6Tv3+QqKS1/KlHCEGtBqNK3HinTXTPPQUqJcX3a6zI2em+ZF9hIvsVi2R8r8g+DalIlUtFUkuO+EfK0PKKLNJLKSIKQab+lB3/Sy84N45zzim6619VNjTfGECvNeDUhSNL69r4jSUzCpsEd3PTEozw08CSh7MPPDuFnh4jY231UIGnNtNGV6aDTb6PLb6XDb6XL76DFa0I4PokRJCYVLY4U5D0X35d4QjzjaOrBMMagE1DaYFSC0TFaB0hpcDwXx3WnC3tjkOH4lEh3g+F9hPxQTczXxLs6MNSv3Wwq3vPNqGwzSW5SsLfUxHxNvHvFo1JfXxl9wAJgT9BPT3WAgfIgIta4SuAlgpz2aZeNtMoGmqmjQeepVznyysdLJCqJSeKYJI5I4hgdKQqqnkbRSqNsp9nvIusUAIh0yFCwh6FwN4PBbobDPcQmotFvZzTqx/E8/GwGP5vDy2bxczn8XAE3l2VUVthh+nlU7aSHIUJP01LXzhltZ3Ju27msphtZCRGuA1qjbrwJdcMvoFxGnn0Wzstfhly8aP8POq0/H8UI6SDqiohMBmUMiY4QCHJOloybw8fdmw+gqYl4kzqQpKTWRjltgSDT+vfUuhwLmeaeCDctO+u4DkJIhJNWNJKOk9q2RK1xmZCpvhey1lJh5j4FWqdVohJlCGKFMobGnG+j95Z5gxX5Fotlf6xd5zDoK/chhMCpWW0yInPAmGAixhiD40gev3OYnRvGWXlZy5TA19pQTWKeGu9jV2knQ1Ev/WEPeyq7eWpiFyU1UBNDQDM0yAYWFrrpzp5Lp9dOp99Ct9dCm9eCL2s1v6ULQmIQJNoQ1hJafVfS4Dn4rjwmNhytDFqnrwmtgAiThEhVxotH8aMx3DAV7W5lGKc6WIvAD6UJqzNUmtFeYUqwh21rU7Fei7jvFfLNGO/QlXsOeOxEkUTRPqd46qj2vS6caUyEqt0mooiOKKIlijk19oGZqyRBGSgTAYOAxpC4hqxfR3tuER2ZZbR5C2jKtiJrnvdAVqhkJhjK9hIVKqh8guu7NHqttGYW4GaLyGyOaqlMyynLcT2v1r0XxuMJ7hvdwG9G7+P+0Y2UVQVXuJxefyrXNj2X8xrPocNvRVeqmLHSVGlK9aubUT//OUxMIE4/HeclL0EsPgUEqCCtR28wECcYlaQVchoKKN8jJsaoENfxKebryLo+juchpQTp1MQ5SMdFOAIpa9V19hHjk2JdTBPtxyaiLqUgIx0yLhQy9mfPYrFYLPMf+9/uMMm5B6/9kUSaqKJwM5KBx8o88j8DFJYbdq58gDu27WJHaSe7y7vpD3qIzd7otDQZVNhKEnZREGdyessiLl+wgNXFFgp4e8sR1oRT6rUWNUt32mhIGYPAkHUdGnIOrpQ4R1soxQGiNIRTGUij7UE/XrUfWRnADYZqfviZbTPKy5Nkm0hyLQStp2KEoG7PvQyteTnV1tUk2SZMrhXh5ZBIdJLsI8BrQnsiIhkskUQjM4p1FU4X5fuLdKP0DC9qZqTr4voeru/XTh6O75PP5/de73m4no/rerhOetnxauMzHm42g5AuQSkiHklwRhwaRovUhekCJRQR23JPcWNuA5tzj/NYfifFfI4uv5XuTDtd2W6689105xbQnGlF7NOJtr7mN3+qtIu7R+/nntH72VrehsbQ6DZwYcN5nFd/FmcUTiUnc2itoRQSTfQgMGm1mdvvwNzwcxgbg1PXIF96LXLNytouVFrxSDgSorRSkczX4zQ2EnsChcKXLi1+PQW/QMbLpHXspY2IWywWi8Uyl7Ai/xkSJAG7S7vZNb6Lx/ufYk+wm+GBCc6+4+WUciP8e8s/kDwSIYVDW6aTrlw3q+vOZGSskW17CvQNN+GbOi5ZlOG5qx3WtDpIBEY6IB1MLXlyXzOVQqd+d0AgyGdcsp585v56ndRsM4NptL0ymEbbq4M45Zqgrw7ixBMH3lV6JLlmklwL1aalJLlzSbLNJLkmdL4VU2iHfBuOV8CTHkZp+p98il1btjI00IwZVSTRRuIoJA4j4ihERTM0gjoYgn2EuD8lwP18nnxjw7TrXN/HyXgzjk+FeU3Me/4BpSipVb5BA5FhqkmvYa+fXgoIDWIQxGB6ZLhWzQYweTDtBtWsMM0aGjTNqsjyZCG5uEBn0k1P2M/OoI97Spun5wAIn65MB11+Bx1eG4PJMFvLjzKYpBWSluWX8IoFL+O8lvWsbFiOdJxaNF0g4igtweloREMDya2/I/rODzADQzjr1pL9wF/hnXnatOi5MQbCEKPS+5i6PLEDMZq8m6fOryPrZudUB2KLxWKxWCwHYj35h2DXxC7u7LmTgeoAuyZ2TZ36q/3TxnXJBTx3w9vIxHnKz3uMpqYmOjNddGRb2LSnwo3bJrhnd4QysLpZcs1Sj0tOyZHPuHBAwca9JCb1EQO4jiDnHoa/3mhkOFYT7XsFfGqbSSPybnUIGYwcWOddSJJsSyrg8y3E2UYiv4Eo04DKNWEKHcj6TmSmAVd6eNJFkC4ypHBw9vFET4yMsHPLFnZs2cLuRx8liaLUUw20dHeTr6vDy2TwfB8vk0nFuOfh+C7Sq5VO9BxwBdL3pqLqnu/h+1kc6Rx9sblvkuw+lW+mqt5MPt0400S9mJh8/4Amg2nWmJb0SN6k1irHBy+DMRIjUt+60emiLfU/gVKaoWSYnriPvmSQnriP3qiPPUEvPZUeEqM4o/UMrl58NRd0XUBbvu3AlxCG6OERTBCC5xLfdjvBN65D9/ThrFlJ7g2vxj3njOniXmsIIozRUCygilliafCkR32mnryXx5Pe0X2vLRbLUcN68i0Wy/5YkX8IXn39q3l46GEAil6RRXWLWFi3kIXFhXRlu2g1nSwodvPgd4cYfipgxYsKNHYphksxNz4ecctTMUNVQ31GcMWSDNcsz7O44eAbKAZDog1Kp5+L70pyk/56BCIu1bztgzjVAZxKLdpeHcTdR8jP5HtPsk2pgM+3kGSbiXPNRH4rcaYZlW9F1LfjFptSu0Ycp11FHQfP9XBdD8nMSY2TKKXoe/JJdmzezI4tWxjp6wOgrqmJRWvWsHjtWrqWLWN8cJCW7u4j8l8ro1BaoYwmUhGRjol1jDJ7K68IRE34p4uNw+JwKt8kIIaAQRBDNVFf23QwGYNpNpgWnQr7RoXxPIx0MY6PQYJwpiUBCyGQtXlK6aS7B9JB+A4ik9aOF+6BjcISnfDY6GOsalo143tn4hg9Oo4pl0E6JHfeTfXr30Xv2oOzYhm5N7wK9/xzpot7pVJxL8DUF4myLriSglugPlNPxsnYyjMWywmAFfkWi2V/rF3nELxy1SvZ88AePnDBBzir7SyE0aASdBIx3lcijio8cv1uhp6ARRcJHonK3HhrzMP9CVLA2V0+f3JulvXdGTxnZrGkMJiwihMMkgmGaY6HyccjeMEQ3qRlpibgpQoPvL9XJMm3oLItBO1nEudapqw0Sa4VlUu7r7oygzQeDg6OlLiOQ33WSZtSqYQ4DEniGKHB8bM4zqEbIZXHxti5dSs7Nm9m1/btxGGIdBy6li5lzXnnsWjtWhrb2qYJxdYFC474c3CEMzWfnLu3HGnaITZBGU2sE2KTNhuLlEorNQqQCBwhU/GPTK03cS1Sr5keqXcNlEUq5GuCnrE0J9pgoN6gF2h0k0Y3xeiiA24G3GytCZaL8NxUvLsO0k13OgQCYcSU5z3t0CoRrkwry0gOKaZd6bK6efUB15skQU+UMGPjIATJ/Rupfu076Kd24ixdTOFv/w/eRecfIO5NGIGAqCGHzvl4XoZWv5Gcl8OV9qfBYrFYLJYTmXkVyRdCXAtcu2LFirdu3779qDymMYZbHvsZ64qnIHQIWhElmpGRmImyZvgpwVO/UQy2w3dMQCU2dBYdrl6W5cqlWdqyGjcYrgn2wfQYDNVsNEP4QXpykwObKGkng8q1EtcEfJxrIZ4S75MCvhnhF/BwpuwzjkwFrRQi9Y8ke8Wd60v8rIMQGq1iwmqVJEqTgR3PO6Sw10rRt2PHlA1naM8eAAoNDSxes4bFa9bQvWIFfvbAvgDHE200yiiSRJHECXEcEYUJSqm0Frsg7Y5qJHJE4g7XhP0giNo6yrgG3ahSQd+coFsEIp/DyeSQXhbpegjPqwn32gkBurY7IGr14ScFvSfThYRzdKrIGK3RpRJmZAyAZOPDBF/7DuqxJ5CLFpB7/R/hPeeiaUmxJo4xUUziQFLMIfN56rL1FP0ivvRt1N5iOUGxkXyLxbI/80rkT3K06+Q/+eSvyftFQi2YiAyliZiRkZhNW0bwNuQpueNUGn/HuQ1jrCuM0y72RuG9aPSAx9PCJc6mYl3lW1D51trlZpJca+3YBn4BR3q4QuIIdz8BL9Po9H6+fGMMWqV16zGpkPUzEi8jEWiSZD9h77pTTY4ORrVUmhL1O7dtI6pWEVLSuWQJi9esYdGaNTR3ds66QDT7JMnqSKcdaLVJKxSJtNurqiiSgQg1oDADGjNqELWeAiqv0M0K1aKg08VtL+Jm80g3h3BchOsemKSqSEW9MXubMnkSPIFwxVET9Pu/TlOpYIZHMEqRPLKV4GvfRW3djuzqJPu6V+Jf+RzEPgs2E0WoKCJ2gYZ6MsV6GvwGsm6a22CxWE5srMi3WCz7Y/fkD8WmH1O/8VsY41KoDJEdH6SjPIgTSXYPfwbP6eOtze8lKycwZUGSNKVe92wrpabVVP0mqn4jUbYFU2hFFNsQ+QYyrlcT7k56FA6+lGSfRsAfDK1NWru+1kHU8wWZgoPrOghpSKKIykSFOIoQpML+6SLtWmsGdu1ix+bN7NyyhYFduwDI19Wx9LTTWLxmDQtWriSTO3hZ0ePBlKhXBhWqVNhrjdYGg06TYMdBDyrMoEYPakyltqh1wG118E538bsL+AvroD6PEhItBGHN8x+pkNhohIkhjBHG4BgXIWW66zEp6J3UdnPYHX2P+HVqUAqUQo+MYaKIZOt2gq9/F7VpC7Kjjfxf/Rn+NVcgpjrTGogioiAgybq4bU001rVS9It4jk2itVgsFotlPmNF/qH4zedp7t1IVebZrVvYoxoZEGczPPFqlKjjrOfsYXv7R4izLUSZZhQSrUEYged4FDM+9ZkMzW4q6MURCviDoVQq7I0xSCe14Li+xHVFmrwbRVQmJojD1HviuC6ZpxH2QbnMzm3bUm/91q0ElQpCCNoXL+a85z+fxWvW0NLVNSv10I3WaGPQSmESg45VGqWP02TbNLdVIrRADEsYVKh+RTIQT5W8lAVJpsvH78rhLarD66xDeBlw3GlJsZN/EFltQGmMA1orFBolNbGriERMbGJiubfUpRACxzjpSRxZZNxoDUqnjcW0xiQKE8eQJBAnkKi06k36RKjtjxF84zqSjQ8jWpvJv+tt+L93FcJLhbsxBhVUiKMQXcxRWLSQtmKLLX1psVgsFstJhBX5h+A92Q+zLdzERrOCM7pcrljo0/W4Q9SvWPfCAoXlV6C1QGrIIPGlJJ/1yXqSjPM0ZS6PEGMMKkk7zQK4niBXdHA9J+2TZQxJHFMerxIFAQiRVsbJzFwdxWjN4J49abR+61b6d+zAGEO2UJiqhLNw1Sqy+SPvMHukr8tondqMtE4Fbw1tTFprXoM0buqfd1wcz4GsQE8oVH9C0hsR9Qao0UlFD16rS/7UIv7COvyFdTiNhQME/d73woAy6bGGcAUi6yE9iStntt1oo1FaEeuYRCeEKkxPem9ytDEG10gcA1KDMAYdx5DEECWQJOlrrj22wKTnpUxPjkxLYu7uIdm9h+inv0Bt3oZoaiT39jeRedHzEL6fzkcpomoJpRPcukaaFi6lkG+wpS8tFovFYjkJsSL/EPgNnTzmxXzumm7Oaszx5IYSWx8bY+VF9XQtLYJKy1wWci6+J8kcxUi3VqmwNyKNFPsZBy8jcVyBlAKjNUkcUS1VicIQjEE+jbAPq1V2bduWeuu3bKFaKoEQtC9cyDnXXMPiNWtoW7jwmETrTS0Sr5UCYzBCgDFpOUnHwXFdXCHTMp1GIhIwWiA9gRASowzxQEjcGxL0TBD1RpgoFeUiK/A7s+TXNeItrMNf0IDIeDMLelMT9AqmWo05Auk7SF+mtht5eLYbKSRCpH9EBoeicdAmg4kj4rBKEgYkcUikI2KdEOq4lvQrEK6DdNOeAK7MYMoV9J4e9O4e1O4e9J4e1J5e9O4ezPg+zciEIPPyF5H749cishkAkjgmqqZj8m2dNDR2ks0UZj1HwmKxWCwWy+xhRf4h+NjLTuPKjoBledi9fZStt5fpXOGz6myPgq/wXSeN9AoNRoMStTrrNYElRHp+muCaWXwZY1DKoHQ6wnUF2aKD50tkLZI8Kewr1VrEHlJh7x9YGcUYw3BPDztqSbN9Tz2F0ZpMLsfC1avTpNnVq8kVi0f7bUsFvdapqKdmZ/E8crkcjuelXVkRCC0wiZ5KlK0VqkSXFXF/QLynStQbkQwnU5rcbfHIra7HW1CHv6gepyU/48Ik9bIbjKpVuTEGnLTKjcxJpOs8rY8+XRComp1GYZTGxBHEMTpJIIqn2WimanY6Dq6UuNkiotAw9XhJaYJo107CnTuIdu0i2rmTaM8e1O4e2E/Ii7YWZHcn3qUX4SzoQnZ3Irs7MWGIu2oFANWgjA4CXC9DS/dy8vXNeF7mWX1uFovFYrFY5gdW5B8CIQRLOhfRv6PEpl+P0tyV48o/XEom4zCV6aoni61Pntc1wbf/dTVBuE9FI61r0fqaS8PLSPI5ieMIZK2uvlGaJEiIg5AwqGKMRsq0SVUqbhUkChBEUcjuRx9jx9Zt7Ny6jfL4OACt3d2cdcXlLF6zhvZFi5GHqKhzuKR2m1qUPqmVpzTgOg6en8HJeDiOWysvmb4dJgIdpx1eIa1QEw+FxD0BUW9A3Bejq7UovSfwunIUVzXjL6zHW1iHzB1oPzlA0KcfXiroMxLppfYXsU+vAqMUJAm6JuJ1kqQCPo4hjlNxP/nBTBXdT0tlIiVks2mZ0n3Q5TLRU08R79qVnnbvnjqvRkenjXXb2/EXLMC7/ArcBd3IBZ3I7i50ezOJJwlV2oFWYzAIlEjr/VerJUScUMjVU1y6nFyxcVZyJSwWi8ViscxdrMg/DLLaZ+sv+/AzDlf/8Toy9c88Wjrlra/ZVhxXks06uJ5MLeNT4zRxFBJXq4TVCkZLpJfBzTXv3RQwBqMUo3297HhkEzu2bKb3icfRSuFnsyxctZJFq1axaPVKCsW6NOpsABVhkmBqDbJ3cqRCGQCRrkugJsb3HnWSoJWuPV7a4Mlxvf+/vXsPkuyszzv+fc453T2X3ZmVVishZnZ1AV0gspDQIhCRXKKMMNjEEEN8CbkQVBBhC+KQpGyX80dSKQpSTsXGmDIlsErlJAUlE4KlJC4R28ECQ4zEJdIioc0uArRa2JVWF2u3Z6Yv55c/zumentmemZ6d2bm0nk8x1d2n3+7zzqtm65m3f+d9qVarpFlGkmXFBZ6tcs34aBJSt+yofSqneWyG5rE5GseaNJ9qdd873VWhdskklekJqvsmyM4b7TvT3r+OPiEZzebXo48ypLdb5HM9s/DNJjRbRBTXAkgqbxNI02LpyUq1/LbhdHm9TvPIERq9Ib68bT/77IK26Z49VKemGL/xRirT01Smprq3SW3lz1G73aTdatBsNGi1GjTzBrvGz2Ns9wWkYy7JMTMzs/4c8lfQbud87XOHqb/Q4C3v+wnGJ1cf8IvZ+ry7Zns2kjK6c4SskpCkPRsVlRfPNmZnmD11kshzpISstqOYqS2/AWjMznH04KM88chD/PCRhzj57AkAzr1wmqtuuoW9V1zFBRe9jCTJuuG53S7Wce9MSBeLx5dxPubTfiQU3zy0cqKZE802eaNNu9mCZjFTnkSt2DUXFSU2rSBawVyzCNLRmitfmxOtWHjbjPk/GlJRecko46/ZTXXvBJWpHaTjfWbp855Z+g4FSkBVio298mJWvv03Zz4Lv+C/Wb1Oowzui8N8+5lnFrRNzzuPyvQ0469/fRHgO2F+aopkwE3BuqVB7Ta051ftSZSQjI5RmziHpFot1uovL7Q1MzMzW4pD/gq+/NmDHP/+C9z4917Onn07+7bpbijWuclz8lbQbhdT4UmiYonLSkaSUKy40wqi2aSVB+25Jo3ZWRoz9TKciizLUJKWk+stnj9xjCceO8CRxw7w9A8fR7moVceZ3nclF153OedPXcroyA6iFTAXtL5zsgjFzby4bUUR3FvlsVYQrbwI7q28DOrF7YLZ/UEIVE1RVtS7d3+qFZLxhcfyRs7coeeYeOM+Rl95bnGh66KxjFZONMplI9tFOU1CTiQ5ahd18OpsPtXtQ6ccZ/lZ+F75zEw3vDcWl9YsDvK7dxdB/oYb5mfjp6epvPSlJKvcLyDabaLVKta9p9xIK0lRtUo6PoZqI6hSbr61wg7EZmZmZv045C8j8mBupkWlljI5WaN9slGWn1AEs27ZfZBH0G4W67irmRerriQiAZQHeTMvZrpbPbPjsw1aMw2imUM7UA60IZo5jWZOsz5TPt8miZS9yTQX62KY7ulkAzgMHD7JDCf7/yKZUJaUt8WOrMqEagmMFcvDKBVkCUktI61lpLUKSa1CUktJqunC8F4pH2cJqpar0QxYNpK327SOnU+2u0reaBQ18Y1iXfgi+LYgCUghyRKgWDGIpFh5h0oRfAc+3+zsaSU1jU6QP3FiQdv03HOpTE8z9rrXUZmaotob5M9gKdHuBbutVrEGfmeZzEqFdHSk+DahUimC/KLddM3MzMzWwiF/GUrEDZdPcvnJOWrfPkY9p5wF74T1vJz97vysdgqconY8S1BFhIJGa5bZuVPMzLxAqz1HW21qO8YZO3cXO8+bpLZzvNuerAjrncfdIF9JFgb7Mjy2887FsTlQrCpTqVZJqzWyrEKapaddwBlRzjTn0S2B6ezAGtEm6nn34lvaraLUJ4K8XW7wFJ3jUVx3rLLk6Eg5xpmgkpJU0qKePqut+iLSbpDvmYnvlNq0n356Qdv03HOpTE0xdv31C4P81NQZBfnuGPWG+ZLKsqB0x3i31IYs80WyZmZmdtY55K9g5sAJKsfqtP8mI6mlkBUbFDGSku6sktRS0lpKUku7M9vFbfE4kqBNm2Z7jkgCZQnpaJW0ktJWm2M/OMwT332IJx57mOeO/xiAid172HvlT7D3yqu58NLLySrzNdiLS4MW3o/yf8UFua1GkzjVKp8J0iShUqmRptVih1gSaORobobIT9LIKUJ6Z+fV7kWtRdBfcAGsmF8WtHO8u4lTGXCzpGxXKc4nzV80nJQ71Q46Iz83d9qMfOd+66mnFrRNzzmnmJHfv78b4KudID8+PtD5lhKtVlk3X5bau802AAAAD8BJREFUACgpSm12jBc1+JlLbczMzGxzOeSv4Pz3v4qnvnqU9IIxJKiOZKTVtNiQqjeg9oTvdqtFs9GgMVOn3WwCIstGSZRw8vkTHPm/D/DEwQM8efi7tBpzpFnGSy6+nCuuu4npy65icveesgwoh7k27dl6UR0U5VKdrVZZjl7uEhs50W7RLi84DUGaiKxSpVKrkFUqJGlWhuxG8d4tFUFbZSivJKQSKIOk3EhK82vIb0QpST43R/Po0f5B/vjxBW3TXbuoTE8z+upXz9fHl6U16Tqs+x95XuxG227Pl9pIKMtIx0ahVnOpjZmZmW1ZDvkrkMTOS3ehCJJO6YtEtIOcHJWz53mrSaMxR3O2TqvZBCjWhyfn+A8P8cRjj/Dkoe/y7PEfATA+uYuX/a1XMX3p5Vyw7xIqnRVTImjPnChXv2HBxaWdc+cpxWoyEUW5j0Q6VmNkZJKsWiVNs6KOfYuJdpu8Xqd94gTNJ5/s1sYvCPI9ewgkk5NUp6cZveaahavWTE+vS5CHPqU2Kpb9VJZCrUY6srMI8y61MTMzs23EIX8AWVYnbzSIubImvdySNm+1aDYbNGZmaDabKBFpmjE3U+fJwwc5cvggRx8/RHNuDiUJL9l3Ca+55WeZvuxKJs87v5gF1vKz5BHlRlN5u6yaCdI0pTY2RqVaJUkz0vT0Wvr1FK0Web1OfurU/G3np9/xfvfrdWJm5rT3TiYnqUxNMXr11acH+Z39VzNay+/Rt9SmViXduaNYt96lNmZmZjYEHPIHkJ88VaxNnmbkeU4rz5mbmaHVbCCEqlWeP/EUR/7fdzly8FFO/OhJAMZ2TnDJVdcwffkreOmll1EdYM30PM/J2+3uHxIAWaVKbWSUtFJZ1Sx9NJtLB/FlwvjiYzE3t/LJkoRkbIxkfLx7m05MdFem6RzP63VeuO8+dv/qrzJ+ww3rHuShp9Sm1QKKC4WVJMWqNr2lNllWbH7lUhszMzMbMg75AyiCd4u5ep1WowGCudkZfvz4IZ44+ChPHnqMxswMShLO33sx193yM+y9/BWcc8GFg83St9tFEEUkaUKGSAOYmUVzc0WJS71Oswzf7c7M+FIBvRPOG42Vf7k0nQ/hZRBPzzmne5Fqb2g/7XHPcY2MDBSWI4Kdt9xC9eUvX3O47i21iXar+DajLLVRrUYy0VNqU6k4zJuZmdmLhkP+AF547hmikvHMsR9z9PBBjhx8lKePHoEIRnfs5KIrr2Lqsit56b6LqeQQ9VPEC3Uaxx4mZupEfWbRLHq9OD4zA7OzMDNLzJRt6nUoa/qXlaYkO3YsCNzp7t1U9u07LbR3bxe1T8bHUa22oeFXErXLLlv16/qV2kgJ9JbalBfCutTGzMzMXuwc8lfwzY//Lo/89Vd4ttWgETkA5yrlylbC+fUGEz86Sjx0mKj/Mc+12yu8G5BlC2fFx8dJJncNPGPeeaxqdShnpjtBvlNqAxSr2nRKbUZGSMq6eZfamJmZmfXnkL+Cb93/ZzynYM/JGaZn2+whZWR0tAjae3ahi8ZIRseg3MFUoyNoZBSNj5PtnKC6a5Js5wTZxATZjh1Fbb8VpTaLl6iMQGlarDU/sbPYQCpNXWpjZmZmtkpbPuRLuhT4LWAyIt650ed/x3/8A37w3/+E6Tf8FEm5gs18LX2LiKIEJU0zsmqVSrVGkqYkL4JZ5vndcItvOIpdcBcd65mN710es1tqMz5GUq261MbMzMxsHZ3VkC/pTuCtwPGIuKrn+JuBjwEp8OmI+OhS7xER3wNulfS5s9nXpezau5fZ615D3mrRyqNYFz9JqFSqjIyNk2aVItRvw/XTIy+WBO2E8m5A7/z0bqsrEXk+/4eLhCg31MoykEgq1WLH2+4GUUmxmVZnJ1yV+wwkicO8mZmZ2Vl0tmfy7wJ+H/ijzgFJKfAJ4BbgCPCApHsoAv9HFr3+PRFxnE1WrY2Qjo5RqVRJspQk2fxZ+ujMlpeBPHpm008L6PMv6u7cSoDSpCeUV0jTtPtYaYZEN5yTJMWKnkmyMLCbmZmZ2ZZzVkN+RNwv6eJFh68HDpUz9Ej6LPC2iPgIxaz/ljM+MUkyNrZu77egpKUT0gcpc+mEdMqAnZWhPMtIpe4MOklSfLPQZwa9G9gd0M3MzMyG1mbU5E8BT/Q8PgK8dqnGknYDHwaulfSb5R8D/dq9D3gfwL59+9avt32sa5lLkhSbW6XzgX25MpfOTLxDupmZmZktZTNCfr902qe2pHwi4gRw20pvGhF3AHcA7N+/f8n3OxNKE/L6KZe5mJmZmdm2sBkh/wiwt+fxNHB0E/oxsMrUVHHHZS5mZmZmtg1sxpIwDwCXSbpEUhX4JeCeTejHwDpLOzrgm5mZmdl2cFZDvqTPAF8DrpB0RNKtEdECbgfuAx4F7o6I76zT+f6OpDuef/759Xg7MzMzM7NtSRHrWr6+Jezfvz8efPDBze6GmZnZhpD0jYjYv9n9MLOtY/vt4GRmZmZmZstyyDczMzMzGzJDFfJdk29mZmZmNmQhPyLujYj3TU5ObnZXzMzMzMw2zVCFfDMzMzMzc8g3MzMzMxs6DvlmZmZmZkNmqEK+L7w1MzMzMxuykO8Lb83MzMzMhizkm5mZmZkZKCI2uw/rTtJTwA/6PDUJLK7lGeTY4sfnAU+vsZvL6den9XzdSu2Wen7Q48M+fiu1Xe1z/gwO/rzHb7B2Z/szeLbHb6k+refrhu0zeFFE7FnH9zOz7S4iXjQ/wB1ncqzP4wc3up/r+bqV2i31/KDHh338Vmq72uf8GVzbZ9Djt/GfwbM9flt5DLfLZ9A//vGPf15s5Tr3nuGxfm3OpjM936CvW6ndUs8PenzYx2+ltqt9zp/BwZ/3+A3Wzp/Btbfb7p9BM3uRG8pynbNN0oMRsX+z+7FdefzWzmO4Nh6/tfH4rZ3H0MzOthfbTP56uWOzO7DNefzWzmO4Nh6/tfH4rZ3H0MzOKs/km5mZmZkNGc/km5mZmZkNGYd8MzMzM7Mh45BvZmZmZjZkHPLXSNKlkv5Q0uc2uy/blaS3S/qUpD+R9KbN7s92I+kVkj4p6XOS3r/Z/dmuJI1L+oakt252X7YbSTdL+nL5Obx5s/uz3UhKJH1Y0scl/ePN7o+ZDQeH/D4k3SnpuKQDi46/WdJjkg5J+g2AiPheRNy6OT3dulY5hl+IiPcC7wZ+cRO6u+WscvwejYjbgF8AvCRfaTVjWPp14O6N7eXWtcrxC+AkMAIc2ei+bkWrHL+3AVNAE4+fma0Th/z+7gLe3HtAUgp8AngL8ErglyW9cuO7tm3cxerH8F+Xz9sqx0/SzwFfAf58Y7u5pd3FgGMo6Y3AI8Cxje7kFnYXg38GvxwRb6H4Q+nfbnA/t6q7GHz8rgC+FhEfAvxtnJmtC4f8PiLifuCZRYevBw6VM/cN4LMUsy/Wx2rGUIV/D/xpRHxzo/u6Fa32MxgR90TE64F3bWxPt65VjuEbgNcBfx94r6QX/b+Nqxm/iMjL558FahvYzS1rlZ+/IxRjB9DeuF6a2TDLNrsD28gU8ETP4yPAayXtBj4MXCvpNyPiI5vSu+2h7xgCHwDeCExKenlEfHIzOrcNLPUZvBn4eYpw9T83vlvbSt8xjIjbASS9G3i6J7TaQkt9Bn8e+GlgF/D7m9Cv7WKpfwM/Bnxc0k3A/ZvRMTMbPg75g1OfYxERJ4DbNroz29RSY/h7wO9tdGe2oaXG70vAlza2K9tW3zHs3om4a+O6si0t9Rn8PPD5je7MNrTU+NUBX9tlZuvqRf+V9CocAfb2PJ4Gjm5SX7Yrj+HaePzWzmO4Nh6/tfH4mdmGccgf3APAZZIukVQFfgm4Z5P7tN14DNfG47d2HsO18fitjcfPzDaMQ34fkj4DfA24QtIRSbdGRAu4HbgPeBS4OyK+s5n93Mo8hmvj8Vs7j+HaePzWxuNnZptNEbFyKzMzMzMz2zY8k29mZmZmNmQc8s3MzMzMhoxDvpmZmZnZkHHINzMzMzMbMg75ZmZmZmZDxiHfzMzMzGzIOOSbDTFJX5K0fwPO80FJj0r6LwO2v1jSgbPdryXOvUvSr2zGuc3MzDaKQ76Z9SUpW0XzXwF+JiLedbb6s452UfTXzMxsaDnkm22yclb7UUmfkvQdSV+UNFo+152Jl3SepO+X998t6QuS7pX0uKTbJX1I0rck/R9J5/ac4h9I+qqkA5KuL18/LulOSQ+Ur3lbz/v+saR7gS/26euHyvc5IOnXymOfBC4F7pH0zxe1TyX9dnmehyT90z7v2beNpJsl/aWkuyUdlPRRSe+S9HVJD0t6Wdluj6T/Wr7+AUl/uzz+b8rf8UuSvifpg+UpPwq8TNK3y/NeKOn+8vEBSTed2X9JMzOzrWM1M3VmdvZcBvxyRLxX0t3AO4D/vMJrrgKuBUaAQ8CvR8S1kn4H+EfA75btxiPi9ZJ+ErizfN1vAX8REe+RtAv4uqQ/K9vfAFwdEc/0nkzSdcA/AV4LCPhrSX8ZEbdJejPwhoh4elEfbwWej4jXSKoBfyXpi0AM0AbgVcArgGeA7wGfjojrJf0z4APArwEfA34nIr4iaR9wX/kagCuBNwA7gcck/QHwG8BVEXFN+Xv9C+C+iPiwpBQYW2HczczMtjyHfLOt4fGI+HZ5/xvAxQO85n9HxAvAC5KeB+4tjz8MXN3T7jMAEXG/pIky1L8J+DlJ/7JsMwLsK+//r8UBv3Qj8N8i4hSApM8DNwHfWqaPbwKulvTO8vEkxR80Bwdo0wAeiIgflec7zPy3Cw9ThHeANwKvlNR5vwlJO8v7/yMi5oA5SceBC/r08QHgTkkV4As9/x3MzMy2LYd8s61hrud+Gxgt77eYL6sbWeY1ec/jnIX/3+6dNe88FvCOiHis9wlJrwVOLdFHLXF8OQI+EBH3LTrPxQO0uZnBfscEuCEiZha9Hk4f19P+zSv/+PlJ4GeB/yTptyPijwb43czMzLYs1+SbbW3fB64r779zmXbL+UUASTdSlMU8T1HS8gGVSVjStQO8z/3A2yWNSRoH/i7w5RVecx/w/nKWHEmXl69dbZvlfBG4vfNA0jUrtH+Bonyn0/4i4HhEfAr4Q+DVqzi3mZnZluSZfLOt7T8Ad0v6h8BfnOF7PCvpq8AE8J7y2L+jqNl/qAz63wfeutybRMQ3Jd0FfL089OmIWK5UB+DTFKVH3yzP8xTw9jNos5wPAp+Q9BDFv2n3A7ct83uckPRXKpbw/FPgAPCvJDWBkxTXM5iZmW1rilj8Tb6ZmZmZmW1nLtcxMzMzMxsyDvlmZmZmZkPGId/MzMzMbMg45JuZmZmZDRmHfDMzMzOzIeOQb2ZmZmY2ZBzyzczMzMyGjEO+mZmZmdmQ+f8G/j596vRZNQAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] From e2053a18d616571e3b0fb458483f31ad945afe1f Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 5 Aug 2022 14:17:22 -0400 Subject: [PATCH 143/303] Improve legends --- examples/benchmarking/solvers/Analyze.ipynb | 93 ++++++++++++++++----- 1 file changed, 73 insertions(+), 20 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index d5e2b1963e..27ca4eb2fb 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -10,7 +10,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 329, "id": "10cb75b9-d1a2-4ddc-90bf-68a382e059c4", "metadata": {}, "outputs": [], @@ -21,6 +21,8 @@ "import numpy as np\n", "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", + "from matplotlib.lines import Line2D\n", + "from matplotlib.legend import Legend\n", "import pandas as pd\n", "from scipy import ndimage\n", "import uuid" @@ -178,7 +180,7 @@ }, { "cell_type": "code", - "execution_count": 310, + "execution_count": 339, "id": "1663a78e-be26-47ad-bf6a-197ca146e04a", "metadata": {}, "outputs": [], @@ -204,12 +206,12 @@ " if color_by_suite:\n", " color = color_map[key[0]]\n", " group.mask(~group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"mean\", loglog=True,\n", - " ax=ax, label=key, color=color, marker=\".\", markersize=1)\n", + " ax=ax, label=key, color=color, marker=\".\", markersize=1.5)\n", " group.mask(group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"mean\", loglog=True,\n", " ax=ax, label=None, color=color, marker=\"x\", linestyle=\"\")\n", " else:\n", " group.mask(~group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"mean\", loglog=True,\n", - " ax=ax, label=key, marker=\".\", markersize=1)\n", + " ax=ax, label=key, marker=\".\", markersize=1.5)\n", " color = ax.lines[-1].get_color()\n", " group.mask(group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"mean\", loglog=True,\n", " ax=ax, label=None, color=color, marker=\"x\", linestyle=\"\")\n", @@ -222,9 +224,20 @@ " color=color,\n", " alpha=0.1)\n", "\n", - " # only label converged lines\n", - " handles, labels = ax.get_legend_handles_labels()\n", - " ax.legend(handles[::2], labels[::2], bbox_to_anchor=(1., 1.))\n", + " if color_by_suite:\n", + " legend_elements = [Line2D([0], [0], color=c, label=s)\n", + " for s, c in color_map.items()]\n", + " ax.legend(handles=legend_elements, bbox_to_anchor=(1., 1.))\n", + " else:\n", + " # only label converged lines\n", + " handles, labels = ax.get_legend_handles_labels()\n", + " ax.legend(handles[::2], labels[::2], bbox_to_anchor=(1., 1.))\n", + "\n", + " legend_elements = [Line2D([0], [0], color=\"black\", marker=\".\", markersize=1.5),\n", + " Line2D([0], [0], color=\"black\", linewidth=0, marker=\"x\")]\n", + " leg = Legend(ax, handles=legend_elements, labels=[\"converged\", \"not converged\"],\n", + " loc='upper left', frameon=False)\n", + " ax.add_artist(leg);\n", "\n", " ax.set_ylabel(\"elapsed time / s\")\n", " ax.set_xlabel(\"number of elements\")\n", @@ -247,6 +260,45 @@ " plt.xlabel(\"sweep\") " ] }, + { + "cell_type": "code", + "execution_count": 318, + "id": "1e956808-91b3-48d9-b7fa-ea570ca98bdd", + "metadata": {}, + "outputs": [], + "source": [ + "color_map = {\n", + " 'no-pysparse': 'red',\n", + " 'petsc': 'blue',\n", + " 'scipy': 'green',\n", + " 'pysparse': 'orange',\n", + " 'pyamgx': 'cyan'\n", + "}\n" + ] + }, + { + "cell_type": "code", + "execution_count": 319, + "id": "112611bc-3c5a-47a1-a1d1-1d649ca8d967", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "no-pysparse red\n", + "petsc blue\n", + "scipy green\n", + "pysparse orange\n", + "pyamgx cyan\n" + ] + } + ], + "source": [ + "for k, v in color_map.items():\n", + " print(k, v)" + ] + }, { "cell_type": "markdown", "id": "dffcde65-e7b3-4ff5-a109-941c1bb474eb", @@ -2071,13 +2123,13 @@ }, { "cell_type": "code", - "execution_count": 314, + "execution_count": 345, "id": "715783fb-5226-4696-92c9-6d4c5a22b308", "metadata": {}, "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAz0AAAKqCAYAAAAQfDA6AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOzdeVxUVf8H8M+dGZgFBmTfkXVWBFEYBME1TVJMRdwXQsWtzC318dejaeajkVaUFllYmKLmruVa5m6IuMEAAySKbMqwzTDDMNvvj2kIFWwxtey8Xy9fz4t7zz333nPv9Nzv/Z5zLmU0GkEQBEEQBEEQBPG8oj3rAyAIgiAIgiAIgniSSNBDEARBEARBEMRzjQQ9BEEQBEEQBEE810jQQxAEQRAEQRDEc40EPQRBEARBEARBPNdI0EMQBEEQBEEQxHON8awP4ElwdHQ0+vj4POvDIAiCIIin4vLlyzVGo9HpWR8HQRDE39VzFfRQFBUHIC4gIADZ2dnP+nAIgiAI4qmgKOrWsz4GgiCIv7Pnqnub0Wg8aDQak21tbZ/1oRAEQRAEQRAE8TfxXAU9BEEQBEEQBEEQDyJBD0EQBEEQBEEQz7XnakwPQRAEQRAmly9fdmYwGJ8DCAJ5yUkQxPPNACBXp9NN7d69+932CpCghyAIgiCeQwwG43NXV1ehk5NTHY1GMz7r4yEIgnhSDAYDde/ePVFVVdXnAIa2V+a5evNDUVQcRVGfNTQ0POtDIQiCIIhnLcjJyamRBDwEQTzvaDSa0cnJqQGmzHb7ZZ7i8TxxZPY2giAIgmhFIwEPQRD/Fr/8967D2Oa5CnoIgiAIgvj7UCqVVHh4OF+n0z3rQ/nbmT9/vvuyZctcHlweGhoqeBr737lzp01QUJDQz89P7OvrK05OTvY0r9u4caM9j8cTBQQEiPl8vmj06NGda2pq6ACQmZlpKxQKRXw+X+Tv7y9OSUlxBIBr164xJRIJXyAQiPz8/MRjx47t/Kj9Hzp0iNu3b9+AJ3uWAIfDCQWAwsJCy8DAQPFvHUN8fLzP5s2b7QBAIpHwfXx8gvh8vqhbt26Ca9euMZ/08f6WtvfN3Llz3fft28cFgJUrVzorFIrW5/revXsHmK/Zk5KZmWk7b9489ye5j78SCXoIgiAIgngiPvroI8ehQ4fWMRjPxxBirVb7xPdx5cqVgidZv1arxaVLl1gLFizw3rJly82ff/45TyaT5fn5+WkAYNeuXTYbNmxwOXr0aFFxcXFeXl6eNDIyUlleXs7QaDTU66+/3vnQoUNFhYWF0tzcXOnAgQMVADB79mzvOXPmVBcUFEh//vnnvHnz5rU7mPxJnM+TlJGR8XNhYaF03LhxNfPmzfN6cP2zDOg/+OCDimHDhikAIC0tzUWpVLY+1586darY0dFR/6T2rdVqMXr06IYjR450ahts/Z39Iw6SIAiCIIh/np07dzqMGjWqHjC9VZdIJPxBgwb5+fr6iocOHeprMBgAAPv37+cKhUIRj8cTJSQk+KjVaurBugoLCy19fX3FI0aM8OHxeKJBgwb5KRQK2v79+7kDBgzwN5fbu3evzcCBA/11Oh3i4+N9AgMDxTweT7RixQpnwPT2PikpySs0NFQQGBgoPnnyJAcATp48yQkNDRUIhUJRaGho61v91NRUh9jYWL9+/foFxMTE8G7dumURFhbGFwgEosDAQPGRI0esAWDPnj02Xbt2FYhEImFsbKxfQ0PDn3rGMmcmHtVeZ86c4YSHh/PFYrEwOjo68NatWxYAsG7dOsegoCAhn88Xvfjii/7mh9H4+HifqVOnekZERPBmzZrluXr1atcFCxZUhoaGNgOAhYUFlixZcg8A/ve//7mtWbPmjq+vrxYAGAwG5s6dKw8JCdHU19fTdDod5eLiogMANpttDAkJ0QDA3bt3LTp37txiPg+JRKIGAJVKRY0cOdKHx+OJhEKh6ODBg9y256vX6+Hh4dGlbVbC29s7qKysjFFRUcF48cUX/YOCgoRBQUHCY8eOWQGmbMfYsWM79+zZM3DEiBG+f6ad/6j+/fsrb926xQRM12ju3LnuwcHBgu+//95648aN9l26dBEKBALRuHHjOpsDoV27dtmIRCIhn88XRUZG8gCgurqa/sILL/jzeDxRSEiI4KeffmKbzykhIcFHIpHwPT09u6xatcrZvO/Fixe7+vj4BEVFRfGKiopas03mrNSqVauc7969a9G7d29eREQEDwA8PDy6VFZWMgDgrbfecgkMDBQHBgaKV65c6QyYfk9+fn7iMWPGdA4ICBD37NkzUKlUUgCQl5fHjImJCRSLxcLu3bvzr1y5wjLvr+19RKPREBUVpdixY8c/YlwJCXoIgiAI4nmXlOQFiYT/m//Cw/kQi4UID//tsklJD731bqu5uZkqKytj8vn81gfh/Px89oYNG8qKi4vzbt++zTx+/Li1SqWipk+f7rtjx44SmUwm1el0SElJcWqvztLSUtaMGTPuyWQyKZfLNaSkpDjFxcUpiouLWRUVFQwASE9Pd0hMTKy5cOECp7Ky0qKoqChPJpNJZ8+eLTfXo1KpaFeuXClITU29lZyc7AsAISEhzVlZWQX5+fnS5cuXly9atKi1u1dOTo51ZmbmzYsXL8rS09Pt+/fv31BQUCDNz8/Pi4iIUFVWVjJWr17tdvr0aZlUKs3v1q2b6u23336o69of1V57aTQaas6cOd779+8vycvLy588eXLNwoULPQBg/Pjxdbm5ufmFhYVSPp+vTk1NdTTXVVJSwjp37pxs06ZNdwoLC9kRERGq9vZZXFzMjoqKanedi4uLfsCAAfXe3t7BcXFxvp988om9Xm9KJsyePbv6pZde4vXq1StwxYoVzuYgZu3atc4AIJPJpNu2bfs5OTnZR6VStQa1dDodAwcOrN+6dWsnAPjhhx+sPD09W7y8vHTTp0/3mj9/fnVubm7+3r17S2bMmOFj3u769euco0ePFh88ePDmYzbz77Jnzx5bgUCgBgC1Wk0LCgpSX79+vcDJyUm3a9cu++zs7IKCggIpjUYzfvrppw4VFRWMV1991WfPnj0lhYWF0n379pUAwKJFi9xDQkJUMplM+vbbb5dPnjy5NWgrLi5mnTp1Snbp0qX89957z12j0VBnzpzh7N271/7GjRvSQ4cOFV+7ds3qwWN788037zo7O2tPnTol++mnn2Rt1505c4azbds2h8uXL+dnZ2fnZ2RkOJ07d44NALdv32bNmTPnbnFxcZ6tra0+IyPDDgCmTp3aeePGjbfz8vLyU1JS7sycOdPbXF/b+wgAwsLCms6cOWP9JNr8r/Z85JsJgiAIgnh8KhUNxcVsBASoYWVleJyqqqqqGFwu976+P126dGny9/fXAoBYLFaVlJRY2tjY6D09PTXBwcEaAEhMTJRv2LDBGcBD3aNcXV1bBg4c2AQAEydOlKempjrTaLTqUaNGyTdt2mQ/e/ZseU5OjvWePXtu1tfX08vKypiTJ0/2iouLaxg+fHijuZ5x48bVAkBsbKxSqVTSampq6PX19bTRo0f7lpaWsiiKMmq12tYH85iYmEYXFxc9APTo0aNp+vTpPlqtljZy5Mi6qKgodWZmJrekpIQlkUgEAKDVaqnu3bsrH6f9Omove3t7XVFREbtfv348ADAYDHByctICwOXLl9nLli3zUCgU9KamJnrv3r1bp7MdMWLEH+5mmJWVxZ40aZJvU1MTbdmyZeXTpk2r27Fjx62srKy7hw8f5qamprqeOHHCZvfu3aWvv/66/OWXX27ct2+fzcGDBzt9+eWXTlKpVHr+/Hnr11577S4AhIaGNru7u7fcuHGD1XY/48aNq125cqX766+/Lt+6dat9fHx8LQCcO3fOpqioiG0up1Qq6XV1dTQAGDRoUL21tfVjTdRBUVS727ddPmnSJD8Wi2Xw9PTUfPrpp7cBU6CWmJhYBwBHjhzh5ubmckJCQoQA0NzcTHN2dtb9+OOPVhKJRCEQCFoAU8D4S5tyd+/eXQwAQ4cOVSQnJzPkcjkdAAYOHFjPZrONbDZbZ29vr71z5w7j5MmT1i+99FI9l8s1mMv8kXP88ccfrV966aV6GxsbAwAMHjy47uTJk9yEhIR6Dw8PTVRUlBoAQkNDVaWlpcyGhgbalStXrBMSElqzpy0tLa2/hQfvI1dXV11VVZXlHzmmZ4UEPQRBEATxNBmNgF4PPM1xLunpZb+rnMEAXLzIRo8eatAerzOIlZWVoaWl5b5KmExm68MknU6HTqejjMb2n1uLi4sthgwZEggASUlJ915++eUGirq/15v575kzZ8oHDx4cwGKxjHFxcXUWFhZwcnLS5+bmSvfu3WuzceNG5x07dth/8803pW23a1vP4sWLPXr37q04fvx4SWFhoWW/fv345vUcDqc1AIyNjVWePn26cPfu3baJiYm+c+bMqba3t9dFR0c3/tVZhw7aiwoICFBfvXr1obE/ycnJvrt27SqOjIxUp6amOpw6daq1K5m1tXXrOfB4vOaffvqJExkZqX6wjoCAAPX58+c5cXFxColEoi4oKJBOmjTJW61Wt15LiUSilkgk6uTk5NqAgIAuAEoBwMfHRzt37lz53Llz5YGBgeLs7Gx2R9e3rf79+zdNmTKFWVFRwThy5Eind955pwIAjEYjsrOz89sLbqweMygHAGdnZ11DQ8N9P8S6ujqGk5NTa7CekZHxc69eve7LfFlaWhrMD/5Go5FKSEiQb9iwobxtma1bt9o+eJ/9Uv6hZeYgq73r/cv6P3F2He/PzNLSsu3+jGq1mqbX68HlcnUFBQXS9rZpex8BgFqtplgs1mNfi6fhuereRr7TQxAEQfzt1dcDd5/KGO8/jkYDoqIeO+ABACcnJ71er6fadmVqT9euXZvLy8stc3NzmQCQkZHhEBMTowgICNAWFBRICwoKpIsWLboHAJWVlZYnTpywAoBt27bZR0VFKQHTw7aLi4t23bp1btOmTav5pSxDr9cjMTGxftWqVeU3btzgmPeZmZlpBwBHjx615nK5egcHB31jYyPd09OzBQDS0tIc0QGZTGbp4eGhXbBgQc2ECRNqcnJyOH369GnKzs62Np+DQqGgXb9+nQkAs2fP9sjIyOj0pxvyAcHBwc21tbUMcztoNBoqOzubBZi67Xl7e2s1Gg21fft2+47q+M9//lO1fv16N/Mx6vV6vPXWWy4AsGjRoqolS5Z4lpSUWJjLNzc3UwDQ0NBAO3ToUGsg9dNPP7Hd3d1bANP4FY1GQwHA7du3GfX19fTOnTu3REdHK7/++mt7ALh+/TqzsrLSMjg4uLnt8dBoNMTGxtbPmjXLKyAgQO3q6qoHgOjo6EZz9zgAOH/+PBvtuHnzpoV5zMwfERQUpKmurrbIyclhAaZrW1BQwO7Ro8dDwWBHBg0a1Hjo0CG78vJyBmAasyOTySz79u3b9NNPP3ELCgoszcsBoEePHorNmzc7AKZxW3Z2djp7e/sOg4Z+/fopv/32205KpZKqq6ujHT9+vFN75aysrPTtjSPr16+f8rvvvuukUChojY2NtO+++86ub9++io72Z29vb/D09GxJT0+3A0yZxAsXLrTb7gBQWFjIEovFv7u9nqXnKtNjNBoPAjgYFhY27VkfC0EQBEE8pLkZqKwEuNzfLvsc6NWrV8OxY8eszTNMtYfD4Rg//fTT0oSEBH+9Xo+QkBDVwoUL77VX1s/Przk9Pd1h1qxZnX19fTVty40ZM0a+YcMGRvfu3ZsBoLS01GLKlCk+BoOBAoCVK1feMZe1s7PTh4aGCpRKJf2zzz67CQCLFy+umjp1qm9qaqprTExM44P7Njt69Cg3NTXVlcFgGDkcjn7r1q033d3ddWlpaaVjxozxM3cFWr58eXlwcLBGKpWyhw8fXt9eXe+//75bWlpa69if6urq6x3t14zFYhm3b99eMmfOHG+FQkHX6/XUzJkzq8PCwpqXLFlSIZFIhB4eHi1CoVClVCrbnbI4IiJCvXbt2rKxY8f6qdVqGkVReOGFFxoAYPTo0Q13795lxMbGBur1esrGxkYvEAjUL7/8cqPBYEBKSorLq6++2pnFYhk4HI7hiy++uAkAR44csVm4cKE3k8k0AMCKFSvueHt76xYtWnR34sSJnXk8nohOpyMtLa2UzWY/lH4YP358be/evYWpqaml5mWfffZZ2dSpU715PJ5Ir9dTERERiqioqNsPbltWVmZBp9N/M6V08+ZNpouLS7D57//9739lmzdv/vmVV17x0Wg0NAaDYdywYcMtBweH3z3rWffu3ZvffPPN8v79+/MMBgMsLCyMqampt/v379+UmppaOnz48ACDwQAHBwft+fPni9auXVsxbtw4Hx6PJ2Kz2YYvv/zykdnB6Oho1fDhw2uDgoLEHh4eGolE0m63ycmTJ9fExsYGOjs7a9uO64mOjlaNGzdO3q1bNyEATJw48V7Pnj3VhYWFHXZJy8zM/HnatGmd165d66bT6ajhw4fXtpcVBIDTp09z165dW97eur+bDtPK/2RhYWHG7OzsZ30YBEEQBPErvR64dcvUhYzJBLweOQ/AH0JR1GWj0RjWdtm1a9dKQ0JCav6ynfwJ586dY6ekpLju27fvsbt9FRYWWg4ZMiSwqKgor731kyZN8g4NDVXNmzfvkecskUj47733XtmDXZaelOjo6MCzZ88WPY19/VutXr3aqXPnzi3jx48nXX2eorKyMsaoUaP8Lly4IPvt0k/HtWvXHENCQnzaW/dcZXoIgiAI4m+rpsYU+Fj+I8b8/iV69uypvnTpUqNOp8OT/FaPWCwWstlsQ1pa2u8bu/QUkYDnyVu6dGm7mUHiyfr5558t161b97f7zXWEZHoIgiAI4klTKoE7dwAbG0CrNY2d+RdkegiCIJ6mR2V6nquJDAiCIAjib0erNY3jsXro8xoEQRDEU0KCHoIgCIJ4UoxGoKrKlNmh/zKm/LvvgDNnTOsIgiCIp4KM6SEIgiCIJ6W+HlCpfp2t7dIl4LXXABYLEImArl2f5dERBEH8a5BMD0EQBEE8Cc3NQHX1r93aamuBmTMBd3fgyy+BkJBnengEQRD/JiToIQiCIIi/msEAVFSYMjo0munv114zBT6ffAJERACP8ZX1fwqlUkmFh4fzdTrdbxf+l5k/f777smXLXB5cHhoaKnga+9+5c6dNUFCQ0M/PT+zr6ytOTk72NK/buHGjPY/HEwUEBIj5fL5o9OjRnWtqaugAkJmZaSsUCkV8Pl/k7+8vTklJcQSAa9euMSUSCV8gEIj8/PzEY8eO7fyo/R86dIjbt2/fgCd7lgCHwwn9K+uLj4/32bx5s92Dy0+fPs1JTEz0AoDU1FQHOzu7EIFAIPL39xevW7euw4/dPi2FhYWWgYGBYuD+Yz106BD3+PHjrQMO3333XaePP/7Y4UkeS3NzMxUWFsbXarVPcjcPea66t1EUFQcgLiDgif+GCIIgCKJj9+6ZpqdmsUx/p6YCP/4IrFkDBAU900N7mj766CPHoUOH1j3J6aqfJq1WCwsLiye6jytXrhQ8yfq1Wi2uXr3KWrBggfeBAweKQ0NDm7VaLdatW+cEALt27bLZsGGDy9GjR4t8fX21Op0OH3/8sUN5eTmDy+UaXn/99c4XLlzI9/f316rVakomk1kCwOzZs73nzJlTPWHChHoAyMrKYj/J82h7Pk/6mvwevXr1UrX99lNcXFxdRkbG7fLyckZQUJB41KhR9V5eXq3R/7M87rbH+sMPP3Ctra31AwYMaAKARYsWPdHpv3U6HVgslrF3796Nn3/+uf3MmTNrn+T+2nquMj1Go/Gg0WhMtrW1fdaHQhAEQfxbKZVAXR3A4Zj+PnsWWLcOGDECmDDh2R7bU7Zz506HUaNG1QOmN8oSiYQ/aNAgP19fX/HQoUN9DQYDAGD//v1coVAo4vF4ooSEBB+1Wv1QGqywsNDS19dXPGLECB8ejycaNGiQn0KhoO3fv587YMAAf3O5vXv32gwcONBfp9MhPj7eJzAwUMzj8UQrVqxwBkwfJ01KSvIKDQ0VBAYGik+ePMkBgJMnT3JCQ0MFQqFQFBoaKrh27RoTML21j42N9evXr19ATEwM79atWxZhYWF8gUAgCgwMFB85csQaAPbs2WPTtWtXgUgkEsbGxvo1NDT8qWcsc2biUe115swZTnh4OF8sFgujo6MDb926ZQEA69atcwwKChLy+XzRiy++6K9QKGiAKTsxdepUz4iICN6sWbM8V69e7bpgwYLK0NDQZgCwsLDAkiVL7gHA//73P7c1a9bc8fX11QIAg8HA3Llz5SEhIZr6+nqaTqejXFxcdADAZrONISEhGgC4e/euRefOnVvM5yGRSNQAoFKpqJEjR/rweDyRUCgUHTx4kNv2fPV6PTw8PLqYM0kA4O3tHVRWVsaoqKhgvPjii/5BQUHCoKAg4bFjx6wAU5Zs7NixnXv27Bk4YsQI39/Trg0NDbTIyEieSCQS8ng80ddff93JvO7jjz924PF4Ij6fLxo2bJgvAMhkMsvIyEgej8cTRUZG8oqKilo/sHX8+HFu9+7d+T4+PkGZmZm25uvVXubKw8ND5+3trSkuLrZ88Drk5eUxY2JiAsVisbB79+78K1eusADTRz8HDBjgz+fzRXw+X2TOxLz11lsugYGB4sDAQPHKlSudAdPvws/PTzxmzJjOAQEB4p49ewYqlUrKfJ/w+XxR165dBevXr3c2H5P5WAsLCy0zMjKcPv30UxeBQCA6cuSIddsM5Pnz59khISECHo8nGjBggP+9e/fov1xb/syZMz26dOki9PHxCTL/BnQ6HaZPn+4ZFBQk5PF4InMW8NChQ9yIiAheXFycL5/PFwPAyJEj67dv327/e67dX+W5CnoIgiAI4pkyT0/N4Zi6r1VXA7NnA/7+pizPs+rSlpTkBYmE/5v/wsP5EIuFCA//7bJJSY/80FBzczNVVlbG5PP5rQ/C+fn57A0bNpQVFxfn3b59m3n8+HFrlUpFTZ8+3XfHjh0lMplMqtPpkJKS4tRenaWlpawZM2bck8lkUi6Xa0hJSXGKi4tTFBcXsyoqKhgAkJ6e7pCYmFhz4cIFTmVlpUVRUVGeTCaTzp49W26uR6VS0a5cuVKQmpp6Kzk52RcAQkJCmrOysgry8/Oly5cvL1+0aFFrd6+cnBzrzMzMmxcvXpSlp6fb9+/fv6GgoECan5+fFxERoaqsrGSsXr3a7fTp0zKpVJrfrVs31dtvv/1Q17U/qr320mg01Jw5c7z3799fkpeXlz958uSahQsXegDA+PHj63Jzc/MLCwulfD5fnZqa2tqtqqSkhHXu3DnZpk2b7hQWFrIjIiJU7e2zuLiYHRUV1e46FxcX/YABA+q9vb2D4+LifD/55BN7vV4PAJg9e3b1Sy+9xOvVq1fgihUrnM1BzNq1a50BQCaTSbdt2/ZzcnKyj0qlav0h0Ol0DBw4sH7r1q2dAOCHH36w8vT0bPHy8tJNnz7da/78+dW5ubn5e/fuLZkxY4aPebvr169zjh49Wnzw4MGbv6ctORyO4dtvvy2WSqX5p06dki1dutTTYDAgOzub9d5777mdOnVKVlhYKE1LS7sNADNmzPAeN26cXCaTSUePHi2fOXNm6/1eVlbGzMrKKjx48GDR3LlzO7c9nwdJpVLLsrIypkgk0jx4HaZOndp548aNt/Py8vJTUlLuzJw509u875iYGEVhYaE0Ly9P2q1bt+YzZ85wtm3b5nD58uX87Ozs/IyMDKdz586xAeD27dusOXPm3C0uLs6ztbXVZ2Rk2AHAlClTfNavX3/76tWr7WYP+Xx+y6RJk+7NmDGjuqCgQDpo0CBl2/WJiYm+q1evviOTyaRisVi9ePFid/M6nU5H3bhxI3/t2rVlK1eudAeADz74wNHW1lafm5ubf+3atfyvvvrKqaCgwPKX62WVkpJSXlJSkgcA4eHh6uvXrz/Vefyfj3wzQRAEQTxrbaenZjAAnQ6YNQtoagK++eaf8Z0elYqG4mI2AgLUsLIyPE5VVVVVDC6Xe99gni5dujT5+/trAUAsFqtKSkosbWxs9J6enprg4GANACQmJso3bNjgDODug3W6urq2DBw4sAkAJk6cKE9NTXWm0WjVo0aNkm/atMl+9uzZ8pycHOs9e/bcrK+vp5eVlTEnT57sFRcX1zB8+PBGcz3jxo2rBYDY2FilUqmk1dTU0Ovr62mjR4/2LS0tZVEUZdRqta0PsjExMY0uLi56AOjRo0fT9OnTfbRaLW3kyJF1UVFR6szMTG5JSQlLIpEIAECr1VLdu3dX4jG111729va6oqIidr9+/XgAYDAY4OTkpAWAy5cvs5ctW+ahUCjoTU1N9N69ezeY6xoxYsQf7maYlZXFnjRpkm9TUxNt2bJl5dOmTavbsWPHraysrLuHDx/mpqamup44ccJm9+7dpa+//rr85Zdfbty3b5/NwYMHO3355ZdOUqlUev78eevXXnvtLgCEhoY2u7u7t9y4cYPVdj/jxo2rXblypfvrr78u37p1q318fHwtAJw7d86mqKiotZucUqmk19XV0QBg0KBB9dbW1r973neDwUDNnTvX8+LFi9Y0Gg137961vHPnDuPo0aM2cXFxdW5ubjrAFNgBwJUrV6wOHz5cAgAzZ86sXbFiRWsQHB8fX0un09GlSxeNl5eX5urVq6wH93fw4EE7gUBgbWlpafjggw9umes1X4eGhgbalStXrBMSElqzlC0tLRQAnD9/nrtr166bgCnT5uDgoP/xxx+tX3rppXobGxsDAAwePLju5MmT3ISEhHoPDw9NVFSU+pc2VpWWljLlcjldoVDQBw8erASApKQk+Q8//PC7u0I9uP20adPkCQkJfub1CQkJdQAQFRXV9MYbb1gCwIkTJ2wKCgo4Bw4csAMAhUJBl0qlLEtLS2NwcHCTQCBofQHCYDBgYWFhrKuro9nZ2T3Wf2t+LxL0EARBEMRf4cHpqVNSgIsXTeN5eLzWYrPs7eGt02ExgKeW90lPL/td5QwG4OJFNnr0UIP2eJ1BrKysDC0tLfdVwmQyWx9S6XQ6dDodZezge0XFxcUWQ4YMCQSApKSkey+//HID9UCmzPz3zJkz5YMHDw5gsVjGuLi4OgsLCzg5Oelzc3Ole/futdm4caPzjh077L/55pvSttu1rWfx4sUevXv3Vhw/fryksLDQsl+/fnzzeg6H0/pQFhsbqzx9+nTh7t27bRMTE33nzJlTbW9vr4uOjm78vVmH36uD9qICAgLU7b29T05O9t21a1dxZGSkOjU11eHUqVOtXcmsra1bz4HH4zX/9NNPnMjISPWDdQQEBKjPnz/PiYuLU0gkEnVBQYF00qRJ3mq1uvVaSiQStUQiUScnJ9cGBAR0AVAKAD4+Ptq5c+fK586dKw8MDBRnZ2ezO7q+bfXv379pypQpzIqKCsaRI0c6vfPOOxUAYDQakZ2dnd9ecGP1B4PytLQ0e7lczrhx40Y+k8k0enh4dFGr1TSj0QiKov7QR7M6ug/bMo/peXC5+Tro9XpwuVxdQUGB9Pfs81HtaGlp2fY+MbY5r99T9Z/CYrGMgCl40ev11C/HSK1bt+52fHx8Y9uyhw4d4rb9DZlptVqKw+E8tQ+Wke5tBEEQBPG4Hpye+sQJ4OOPgfHjgfj41mL7mEx8wuVijY0Nrj2jQ30kGg2IinrsgAcAnJyc9Hq9nnpU1x8A6Nq1a3N5ebllbm4uEwAyMjIcYmJiFAEBAdqCggJpQUGB1Dy4urKy0vLEiRNWALBt2zb7qKgoJWB62HZxcdGuW7fObdq0aTW/lGXo9XokJibWr1q1qvzGjRsc8z4zMzPtAODo0aPWXC5X7+DgoG9sbKR7enq2AEBaWlqHs23JZDJLDw8P7YIFC2omTJhQk5OTw+nTp09Tdna2tfkcFAoF7fr160wAmD17tkdGRkanP92QDwgODm6ura1lmNtBo9FQ2dnZLMDUbc/b21ur0WioR42X+M9//lO1fv16N/Mx6vV6vPXWWy4AsGjRoqolS5Z4lpSUtI6yb25upgDTuJhDhw61BlI//fQT293dvQUwTYCg0WgoALh9+zajvr6e3rlz55bo6Gjl119/bQ8A169fZ1ZWVloGBwc3tz0eGo2G2NjY+lmzZnkFBASoXV1d9QAQHR3daO4eB5jGmLR3Pjdv3rSIjIzktbfOrKGhge7o6KhlMpnGgwcPcisqKiwBYNCgQY0HDhywr6qqogNAdXU1HQBCQ0ObPv/8czvAFDCFhYW1Zu727Nljp9frkZeXxywrK2OGhIQ0t7fPR7G3tzd4enq2pKen2wGmjN2FCxfYANCzZ0+FuYunTqdDbW0trV+/fsrvvvuuk0KhoDU2NtK+++47u759+yo6qt/R0VFvbW2tP3r0qDUAfPnll+3eD1wuV69QKOgPLndwcNDb2NjozeN1vvjiC4fIyMhHZi8HDBjQ8MknnziZ74Pr168zGxsb2/2PSVVVFd3Ozk7XNrB/0kimhyAIgiAex4PTU9+5A7z+OiAWAytXthZTUBRmd+oEj8rrWNkMhPgGP8ODfjp69erVcOzYMethw4Z1+HDG4XCMn376aWlCQoK/Xq9HSEiIauHChe3OIOXn59ecnp7uMGvWrM6+vr6atuXGjBkj37BhA6N79+7NAFBaWmoxZcoUH4PBQAHAypUr75jL2tnZ6UNDQwVKpZL+2Wef3QSAxYsXV02dOtU3NTXVNSYmpvHBfZsdPXqUm5qa6spgMIwcDke/devWm+7u7rq0tLTSMWPG+Jm7KC1fvrw8ODhYI5VK2cOHD69vr67333/fLS0trXXsT3V19fWO9mvGYrGM27dvL5kzZ463QqGg6/V6aubMmdVhYWHNS5YsqZBIJEIPD48WoVCoUiqVDz3MAkBERIR67dq1ZWPHjvVTq9U0iqLwwgsvNADA6NGjG+7evcuIjY0N1Ov1lI2NjV4gEKhffvnlRoPBgJSUFJdXX321M4vFMnA4HMMXX3xxEwCOHDlis3DhQm8mk2kAgBUrVtzx9vbWLVq06O7EiRM783g8EZ1OR1paWimbzX7oQXf8+PG1vXv3Fqamppaal3322WdlU6dO9ebxeCK9Xk9FREQooqKiHsqelJWVWdDp9Ifq1Gq1rVmQqVOn1sbGxgYEBQUJxWKxytfXtxkAwsLCmhcsWFAZExMjoNFoxqCgINXu3btLP/nkk9uTJ0/2+fDDD10dHBx0GRkZrccVEBCgkUgkfLlcbvHBBx/c+rPZiszMzJ+nTZvWee3atW46nY4aPnx4bWRkpPqTTz65nZiY2JnH4znSaDR8/PHHt1544YWmcePGybt16yYEgIkTJ97r2bOnurCw0LKj+r/44ovSqVOn+rDZbEO/fv3avafj4+PrR44c6X/48OFOH3zwwX1tu3nz5pszZ87sPGfOHJq3t7cmMzOztL06zObNm1dTWlrK7NKli9BoNFL29vba7777rqS9socPH7bp379/Q3vrnpQO08r/ZGFhYcbs7OxnfRgEQRDEv0F1NdDYaMrytLSYZmkrLgYOHwZ8f51YaraNDTYaGsHZIEa0czccSTrxl3U/oSjqstFoDGu77Nq1a6UhISE1f8kO/qRz586xU1JSXPft2/fY3b4KCwsthwwZElhUVJTX3vpJkyZ5h4aGqubNm/fIc5ZIJPz33nuvrO30wk9SdHR04NmzZ4uexr7+rVavXu3UuXPnlvHjx9/3EH3hwgV2cnKyz40bN/Kf1bER7Rs4cKB/SkrKHfPsf3+Va9euOYaEhPi0t45kegiCIAjizzJPT20ex7NqFXDlCvDZZ/cFPFkWFtjIZsHhy0FQ6FS4UZeHa9XX0NW167M57qekZ8+e6kuXLjXqdDo8yW/1iMViIZvNNqSlpf2+sUtPEQl4nrylS5c+lBl89913ndLS0pxTUlL+dvfEv11zczM1dOjQ+r864PktJNNDEARBEH+GVguUlgJMpmm2tkOHgOnTgSlT7uvWpgUQ6uiIny+shfrHZVjV47/o7heFFwNefO4zPQRBEE8TyfQQBEEQxF/pwempf/4ZWLAA6NYNePPN+4qmWFkhr+oSqFMrMKjzIIwJmwSWBfuJzqxEEARB3I/M3kYQBEEQf5R5emo2G1CrTRkeBgP49FPA8tdxxT/T6VjJ0MFy1xi4cVzx7qAUaI06OHAcnt2xEwRB/AuRTA9BEARB/BHNzcDdu79OT71sGSCVAlu2AB4ercWMAJK41tAenAiqqQofxu+GJcMCdpbOaFGxwLJ5NodPEATxb0QyPQRBEATxe5mnp2YyTV3bvvkG2LYNeO01oF+/+4p+xbTEqbwMGAr24tUeb6CrqxhsBgfN9Z3Q8FQnaiUIgiCeq6CHoqg4iqI+ayD/b0IQBEE8CffuATqdqQtbQQGwZAkQGQksXHhfsRoAc5pvgTo6DxKvXpgVPh0Ggx5MrSsaG/89Y3mUSiUVHh7O1+l0z/pQ/nbmz5/vvmzZMpcHl4eGhgqexv537txpExQUJPTz8xP7+vqKk5OTPc3rNm7caM/j8UQBAQFiPp8vGj16dOeamho6AGRmZtoKhUIRn88X+fv7i1NSUhwB4Nq1a0yJRMIXCAQiPz8/8dixYzs/av+HDh3i9u3bN+DJnuXzIz4+3mfz5s12ADB69OjOly9fZgHAkiVLXNuWe9L3T2FhoWVgYKAYALKystjx8fE+T3J/f6XnKugxGo0HjUZjsq2t7bM+FIIgCOJ5Y56e2soKaGoyjePhcoENG0zjedqYwTJAsW8CbJi2WDv4Ixi0anRiuKFObgG9/hkd/zPw0UcfOQ4dOrTuSU5X/TRptdonvo8rV64UPMn6tVotLl26xFqwYIH3li1bbv788895Mpksz8/PTwMAu3btstmwYYPL0aNHi4qLi/Py8vKkkZGRyvLycoZGo6Fef/31zocOHSoqLCyU5ubmSgcOHKgAgNmzZ3vPmTOnuqCgQPrzzz/nzZs37+6TPI+25/O0GQwG6J/hD3nHjh23zB/hTU1NdWu77knfP21JJBJ1ZWWlZVFRUYcfSP07ea6CHoIgCIJ4IrRaoLIS4HBMfy9ebJqxbcMGwOX+l/VH6EbsPrMcqCnEytiP4MbgwNrCFgo5FzodMHSoKTH0HH4x4iE7d+50GDVqVD1gerMvkUj4gwYN8vP19RUPHTrU12AwAAD279/PFQqFIh6PJ0pISPBRq9UPpcMKCwstfX19xSNGjPDh8XiiQYMG+SkUCtr+/fu5AwYM8DeX27t3r83AgQP9dTod4uPjfQIDA8U8Hk+0YsUKZ8D0cdKkpCSv0NBQQWBgoPjkyZMcADh58iQnNDRUIBQKRaGhoYJr164xASA1NdUhNjbWr1+/fgExMTG8W7duWYSFhfEFAoEoMDBQfOTIEWsA2LNnj03Xrl0FIpFIGBsb69fQ0PCnnrE4HE7ob7XXmTNnOOHh4XyxWCyMjo4OvHXrlgUArFu3zjEoKEjI5/NFL774or9CoaABpizB1KlTPSMiInizZs3yXL16teuCBQsqQ0NDmwHAwsICS5YsuQcA//vf/9zWrFlzx9fXVwsADAYDc+fOlYeEhGjq6+tpOp2OcnFx0QEAm802mr+1cvfuXYvOnTu3mM9DIpGoAUClUlEjR4704fF4IqFQKDp48CC37fnq9Xp4eHh0MWeSAMDb2zuorKyMUVFRwXjxxRf9g4KChEFBQcJjx45ZAaYs2dixYzv37NkzcMSIEb7oQNusBAAsW7bMZf78+e6/HB9/5syZHl26dBH6+PgEma9jamqqQ//+/f1jYmICfXx8ghYsWOBmrsvPz088YcIEb7FYLCopKbH873//6xIUFCTk8XiiefPmuZv38/HHHzvweDwRn88XDRs2zBcAZDKZZWRkJI/H44kiIyN55kAhPj7eJzEx0Ss0NFTg6enZxZzNMRgMmDRpkre/v7+4T58+ATU1Na1vDiQSCf/06dOcWbNmeWg0GppAIBANHTrUt+39YzAYMH36dE/z/b9p0ya7P3tfnTlzhsPn80Vdu3YVrF+/3rltG8fGxtZ/9dVXdh1dg78TEvQQBEEQxKM8OD31li3A3r2myKVnz/uKNhl0mFB+HLiajrGS19DfMwIWFA1ocobBYJrN+s4d4NQp4Nq1p3gOSUlekEj4v/kvPJwPsViI8PDfLpuU5PWoXTY3N1NlZWVMPp/f+iCcn5/P3rBhQ1lxcXHe7du3mcePH7dWqVTU9OnTfXfs2FEik8mkOp0OKSkpTu3VWVpaypoxY8Y9mUwm5XK5hpSUFKe4uDhFcXExq6KiggEA6enpDomJiTUXLlzgVFZWWhQVFeXJZDLp7Nmz5eZ6VCoV7cqVKwWpqam3kpOTfQEgJCSkOSsrqyA/P1+6fPny8kWLFrV298rJybHOzMy8efHiRVl6erp9//79GwoKCqT5+fl5ERERqsrKSsbq1avdTp8+LZNKpfndunVTvf322w91Xfuj2msvjUZDzZkzx3v//v0leXl5+ZMnT65ZuHChBwCMHz++Ljc3N7+wsFDK5/PVqampjua6SkpKWOfOnZNt2rTpTmFhITsiIkLV3j6Li4vZUVFR7a5zcXHRDxgwoN7b2zs4Li7O95NPPrE3Zzxmz55d/dJLL/F69eoVuGLFCmdzELN27VpnAJDJZNJt27b9nJyc7KNSqVqDWjqdjoEDB9Zv3bq1EwD88MMPVp6eni1eXl666dOne82fP786Nzc3f+/evSUzZszwMW93/fp1ztGjR4sPHjx488+2r06no27cuJG/du3aspUrV7YGLdevX7f65ptvfs7Nzc07cOCA/enTpzmA6f575ZVX5Pn5+dLc3FxWcXEx6/r16/n5+fnSq1evcg4fPmydnZ3Neu+999xOnTolKywslKalpd0GgBkzZniPGzdOLpPJpKNHj5bPnDmz9fdTXV1tkZ2dXbB///6i5cuXewDAli1bOhUXFzMLCwvzvvzyy1s5OTnWDx7/xo0by5lMpqGgoEB64MCB+9ohIyOj040bN9j5+fl533//vWzZsmWe5iDmj95XU6ZM8Vm/fv3tq1evPpRFioiIaDp//jz3weV/R89HvpkgCIIgnhTz9NRcLnDjBrB8OdC3r2nygjaMRiOmN9+G/Ogc+LqH49XI+aBp1bCid0adgo5Dh4D9+02f83nhBSAk5NmcziOpVDQUF7MREKCGlZXhcaqqqqpicLnc+wbzdOnSpcnf318LAGKxWFVSUmJpY2Oj9/T01AQHB2sAIDExUb5hwwZnAA91j3J1dW0ZOHBgEwBMnDhRnpqa6kyj0apHjRol37Rpk/3s2bPlOTk51nv27LlZX19PLysrY06ePNkrLi6uYfjw4Y3mesaNG1cLALGxsUqlUkmrqamh19fX00aPHu1bWlrKoijKqNVqWx/MY2JiGl1cXPQA0KNHj6bp06f7aLVa2siRI+uioqLUmZmZ3JKSEpZEIhEAgFarpbp37658nPbrqL3s7e11RUVF7H79+vEA0xt9JycnLQBcvnyZvWzZMg+FQkFvamqi9+7du3WQ84gRI/5wN8OsrCz2pEmTfJuammjLli0rnzZtWt2OHTtuZWVl3T18+DA3NTXV9cSJEza7d+8uff311+Uvv/xy4759+2wOHjzY6csvv3SSSqXS8+fPW7/22mt3ASA0NLTZ3d295caNG6y2+xk3blztypUr3V9//XX51q1b7ePj42sB4Ny5czZFRUVsczmlUkmvq6ujAcCgQYPqra2tHytfmpCQUAcAUVFRTW+88UZrF63o6OhGV1dXPQAMHjy47scff7QePXp0vZubW0v//v2bAODIkSM2p0+fthGJRCLAFEgXFBSwcnJyaHFxcXVubm46wBQoAsCVK1esDh8+XAIAM2fOrF2xYkVrUD106NB6Op2O7t27N8vlcgsAOHXqFHfUqFG1DAYDPj4+2sjISMUfObczZ860bu/l5aWLiIhQnj17lmNra2v4I/eVXC6nKxQK+uDBg5UAkJSUJP/hhx9ax5G4ubnpqqurLf5o2z8LJOghCIIgiI5oNL9OT93QACQnAw4OQGqqKfPTxo+aOmz7YR4YNDrWvrQBXL0GthaOqK9mo7wc+O9/gZgYYNYswMICeKrfJk1PL/td5QwG4OJFNnr0UD94fn+UlZWVoaWl5b5KmExm60MqnU6HTqejjB308ysuLrYYMmRIIAAkJSXde/nllxse/KCr+e+ZM2fKBw8eHMBisYxxcXF1FhYWcHJy0ufm5kr37t1rs3HjRucdO3bYf/PNN6Vtt2tbz+LFiz169+6tOH78eElhYaFlv379+Ob1HA6nNQCMjY1Vnj59unD37t22iYmJvnPmzKm2t7fXRUdHNz5O1qE9HbQXFRAQoG7vrXtycrLvrl27iiMjI9WpqakOp06dan0Db21t3XoOPB6v+aeffuJERkaqH6wjICBAff78eU5cXJxCIpGoCwoKpJMmTfJWq9Wt11IikaglEok6OTm5NiAgoAuAUgDw8fHRzp07Vz537lx5YGCgODs7m93R9W2rf//+TVOmTGFWVFQwjhw50umdd96pAEwvErKzs/PbC26sfkdQzmAwjOauWwDQ3Nx83/3IYrGMv5SDXq9vvSk6us/a3gdGoxFz586tfOONN2rall21apUzRVF/KBgzH4e53o6O4494VLv/kfuqpqaG/qjjUKvVNBaL9VgvSJ4W0r2NIAiCINrTdnpqigLmzzf9/emngL39fUWVWhVGST+FsTIbCweugx/HAdY0JjR1DtDrTYGOtbUpVqLTO9jf3wGNBkRFPXbAAwBOTk56vV5Pte3K1J6uXbs2l5eXW+bm5jIBICMjwyEmJkYREBCgLSgokBYUFEgXLVp0DwAqKystT5w4YQUA27Zts4+KilICpodtFxcX7bp169ymTZtW80tZhl6vR2JiYv2qVavKb9y4wTHvMzMz0w4Ajh49as3lcvUODg76xsZGuqenZwsApKWlOaIDMpnM0sPDQ7tgwYKaCRMm1OTk5HD69OnTlJ2dbW0+B4VCQbt+/ToTAGbPnu2RkZHR6U835AOCg4Oba2trGeZ20Gg0VHZ2NgswZRu8vb21Go2G2r59u31HdfznP/+pWr9+vZv5GPV6Pd566y0XAFi0aFHVkiVLPEtKSlrf3jc3N1MA0NDQQDt06FBrIPXTTz+x3d3dWwDTBAgajYYCgNu3bzPq6+vpnTt3bomOjlZ+/fXX9gBw/fp1ZmVlpWVwcHBz2+Oh0WiIjY2tnzVrlldAQIDanGWJjo5uNHePA4Dz58+z0Y6bN29aREZG8h5c7unpqautrWVUVVXR1Wo1dfTo0d8109XZs2dtqqur6Uqlkvruu+869e7d+6GsXWxsbOOWLVsczWO3bt68aVFeXs4YNGhQ44EDB+yrqqroAFBdXU0HgNDQ0KbPP//cDgDS0tLsw8LCHpkJ7N27t+Kbb76x1+l0uHXrlsXFixfb7ULGYDCM5nZ/cPtdu3bZ63Q6VFRUMLKysqxjYmKaOtpfR/eVo6Oj3traWn/06FFrAPjyyy/vu6+kUimTz+c/FDz/HZFMD0EQBEG0p6bGNIGBtTWQlgYcOWLq2hYWdl8xrUGL6WXHUXN5A7p3m4qX/AaAo1XBUueJJi2Fd94BiopMn/NxdjZV+W/Rq1evhmPHjlkPGzasw645HA7H+Omnn5YmJCT46/V6hISEqBYuXHivvbJ+fn7N6enpDrNmzers6+uraVtuzJgx8g0bNjDMs1qVlpZaTJkyxcdgMFAAsHLlyjvmsnZ2dvrQ0FCBUqmkf/bZZzcBYPHixVVTp071TU1NdY2JiWl8cN9mR48e5aamproyGAwjh8PRb9269aa7u7suLS2tdMyYMX4tLS0UACxfvrw8ODhYI5VK2cOHD69vr67333/fLS0trXXsT3V19fWO9mvGYrGM27dvL5kzZ463QqGg6/V6aubMmdVhYWHNS5YsqZBIJEIPD48WoVCoUiqV7YbYERER6rVr15aNHTvWT61W0yiKwgsvvNAAAKNHj264e/cuIzY2NlCv11M2NjZ6gUCgfvnllxsNBgNSUlJcXn311c4sFsvA4XAMX3zxxU3A1N1r4cKF3kwm0wAAK1asuOPt7a1btGjR3YkTJ3bm8XgiOp2OtLS0Ujab/VAaYvz48bW9e/cWpqamlpqXffbZZ2VTp0715vF4Ir1eT0VERCiioqJuP7htWVmZBZ1Of6hOJpNpXLBgQaVEIhF6enpqAgICmh8s056wsDCluatjfHy8vFevXqrCwsL7ZigbMWJEY15eHis8PFwAmLJAW7duvRkWFta8YMGCypiYGAGNRjMGBQWpdu/eXfrJJ5/cnjx5ss+HH37o6uDgoMvIyChtd+e/mDhxYv33339vw+fzxb6+vs0SiaTd39D48ePvCYVCUVBQkKrtuJ6JEyfWnz9/3looFIopijKar8f16+3fYo+6r7744ovSqVOn+rDZbEO/fv3u+2388MMPNkOGDPlHfCumw7TyP1lYWJgxOzv7WR8GQRAE8U/V1ASUlZnG8WRnAyNHAgMGAJs23dcvzWg04nBVDgb/kAS2tRv2jdkHR30L3GjuaLhrgx9+AGbPBl59FfjPf0zbNDcDLBbg7t7Bvv8EiqIuG43G+6Kxa9eulYaEhNR0tM3TcO7cOXZKSorrvn37HrvbV2FhoeWQIUMCi4qK8tpbP2nSJO/Q0FDVvHnzHnnOEomE/95775X16tWr3cH6f7Xo6OjAs2fPFj2Nff1brV692qlz584t48ePf+yH79TUVIfs7GyrjIyMh4Ir4n5qtZrq0aMHPzs7u8DC4u8xrOfatWuOISEhPu2tI5kegiAIgmhLpzN1Y+NwgNpaYMYMwMMDWLfuoYE4d+vLMeHqu4BWhZUvbYSV0Qgnui2UNVzcvWua2TosDHjjDVN5vd6U6fHweAbn9Qz07NlTfenSpUadTocn+a0esVgsZLPZhrS0tN83dukpIgHPk7d06dJ2M4PEk1VcXGz5zjvvlP9dAp7fQjI9BEEQBGFmNALl5aYJDJhMYOJE4MIF4MABICjovqKqZgVGX/sQh65/gt4vbcRy3mC46LSwUnVGk4KBsWOB27eBY8d+DXIaGwF3NyNsuDqA9tc9KPxdMz0EQRBP06MyPWQiA4IgCIIwq683dW1js4EPPwR+/BFYufKhgEer02B7yXc4dOMzWInH4P94ceBoVbDVu6FZxcD77wPXr5uSQ+aAR6kE7OwAG3YD0ExeTBMEQTxNJOghCIIgCOD+6anPnDFFLCNGAOPH31fMaDCgoPw6XruxDujkg1X9V4OuU8OVcoCiloPz54HPPweSkoBBg0zbNDcDlpaAk4MWUFcDRv0zOEGCIIh/LzKmhyAIgiDM01NbWpoCn1dfBQICgDVrHhrHUyMvw5SCD6Fquos+k75HEABnWEBb74DaWtPM1kFBwJtvmsrr9aZhQj6djaBp7gJ4/rqVEwRB/N2RTA9BEARBmKenptNN0601NQGffWbK+rTRpJDjg5vbcen2SXD6/w+L7PzA1LfARuMGbQsN8+aZqvnkE9OQIKPRVJWbG2BJKQGdAli+Dli1zhRoEQRBEE8FCXoIgiCIf7emJtMsbVZWQEoKcPEisHYtwLv/W4datRLfV17A2tw0IHAwlnZNBKVRwMvoClUjE2lpQFaWKTnk5/dr1Q4OANdKB2iqgXWfAdafAz9/COzc+QxO9ulSKpVUeHg4X6fTPetD+duZP3+++7Jly1weXB4aGip4GvvftWuXTZcuXYS+vr5igUAgGjx4sF9RUZElAMTHx/uw2ezQurq61ufEV155xYuiqO6VlZUMAKDT6d0FAoEoMDBQ3K9fv4Camho6YJpanMVidRMIBCLzv48//tgBAD744AMHHo8n4vF4osDAQPHXX3/dCQC+//57q+DgYIFAIBD5+fmJ58+f/8gJ3VNTUx0mTZrk/YSaBubzCAwMFAPAoUOHuH379g34rWOQSCT806dPcwDAw8OjC4/HE/H5fFHPnj0Db9++/cx7V8XHx/ts3rzZDgBGjx7d+fLlyywAWLJkiWvbck/jHly9erXThx9+6PCk99MWCXoIgiCIfy+dDqisNE1P/f33wMcfm8bwxMffV8ygbUFxbQlevbYWerY9wgd/grDmerjRudDU2uDKFSA1FRg92jQMCDCN42EyTUEPNHJg10Hg0vuACMBLLGDAQx+Qf+589NFHjkOHDq17ktNVP03ap/Bl2StXrhQ8yfq1Wi0uXbrEWrBggfdXX3118+bNm3kFBQXScePGyYuLi1s/wOnl5aXJzMzsBAB6vR7nzp3jOjs7tzYAk8k0FBQUSIuKivI6deqkS0lJcWq7bUFBgdT879VXX5WXlJRYrFu3zu3ChQuFMplMmp2dnR8WFqYCgClTpvimpaXdKigokMpksrzx48fXPsk2aNsWT9KpU6dkhYWF0tDQUNWyZcvc2q4zGAzQ65/d2L4dO3bcMn/INzU19b5jexr34GuvvSb/9NNPHwr6nyQS9BAEQRD/TkYjUF1tGrNTVQW8/jogFptma2vLYIC8rgJvFqWhrP4mLIZvwSKKBguDEdaNLqivpzB3rmkI0KpVpk10OtNYHnd3gGZQAWe/B/6zAEgAkEsHvuUDdl2f8gk/fTt37nQYNWpUPWB6Wy6RSPiDBg3y8/X1FQ8dOtTX8EsXv/3793OFQqGIx+OJEhISfNRqNfVgXYWFhZa+vr7iESNG+PB4PNGgQYP8FAoFbf/+/dwBAwb4m8vt3bvXZuDAgf46nQ7x8fE+gYGBYh6PJ1qxYoUzYHobn5SU5BUaGioIDAwUnzx5kgMAJ0+e5ISGhgqEQqEoNDRUcO3aNSZgeqMfGxvr169fv4CYmBjerVu3LMLCwvjmLMeRI0esAWDPnj02Xbt2FYhEImFsbKxfQ0PDn3rG4nA4ob/VXmfOnOGEh4fzxWKxMDo6OvDWrVsWALBu3TrHoKAgIZ/PF7344ov+CoWCBpje8E+dOtUzIiKCN2vWLM933nnHbf78+ZXdunVrNu93/PjxDbGxsUrz3/Hx8bW7du2yB4Bvv/2WGx4ermQwGO0OSOvRo0dTeXm5ZXvrzCorKy2srKwMtra2egCwtbU1CASCFgCora1leHt7awGAwWDA/DBeXV1Nf+GFF/x5PJ4oJCRE8NNPP7Hb1imXy+keHh5dzMGDQqGgubq6Bms0GiovL48ZExMTKBaLhd27d+dfuXKF1V5b/N7r8jj69OmjuHnzJrOwsNDSz89PPGHCBG+xWCwqKSmx/O9//+sSFBQk5PF4onnz5rVmuD7++GMHc6Zo2LBhvgAgk8ksIyMjeTweTxQZGclrm5lLTEz0Cg0NFXh6enYxZ3MMBgMmTZrk7e/vL+7Tp09ATU1N69sHc1Zq1qxZHhqNhiYQCERDhw71BX69Bw0GA6ZPn+5p/g1t2rTJDvhz96ZEIuG/+uqrHuHh4fxVq1a5cLlcg6enp8b8+3saSNBDEARB/DvV1wMKhWkcz4wZpiglLQ1gsX4tYzRCWVeNL2tOYE/RfqDXm5jtHgZOiwJeeje0qBlYvNj0/Z1PPjEljIxGQKUyBTwWDANQeAkYMhlIMgKggM8NwIlS05zWT0tSkhckEv5v/gsP50MsFiI8/LfLJiV5PWqXzc3NVFlZGZPP57eYl+Xn57M3bNhQVlxcnHf79m3m8ePHrVUqFTV9+nTfHTt2lMhkMqlOp0PbrEFbpaWlrBkzZtyTyWRSLpdrSElJcYqLi1MUFxezKioqGACQnp7ukJiYWHPhwgVOZWWlRVFRUZ5MJpPOnj1bbq5HpVLRrly5UpCamnorOTnZFwBCQkKas7KyCvLz86XLly8vX7RoUesDcU5OjnVmZubNixcvytLT0+379+/fUFBQIM3Pz8+LiIhQVVZWMlavXu12+vRpmVQqze/WrZvq7bfffuy32O21l0ajoebMmeO9f//+kry8vPzJkyfXLFy40AMAxo8fX5ebm5tfWFgo5fP56tTUVEdzXSUlJaxz587JNm3adEcmk7EkEonqUfvm8XgauVzOuHfvHn3btm3248aNazf7otPpcPLkSe6wYcPqzcvKysqYbbu3HTlyxLpHjx4qR0dHrZeXV5eRI0f6bNu2zdZcPjk5uVooFAYNGDDAPyUlxVGlUlEAsGjRIveQkBCVTCaTvv322+WTJ0/2bbtvBwcHvUAgUH333XdcANi+fbtt7969G5hMpnHq1KmdN27ceDsvLy8/JSXlzsyZM1u7orVtiz90Qf6kAwcOdBKJRGrAdA+/8sor8vz8fGlubi6ruLiYdf369fz8/Hzp1atXOYcPH7bOzs5mvffee27mTFFaWtptAJgxY4b3uHHj5DKZTDp69Gj5zJkzW3+D1dXVFtnZ2QX79+8vWr58uQcAbNmypVNxcTGzsLAw78svv7yVk5Nj/eCxbdy4sdyctTtw4MDNtusyMjI63bhxg52fn5/3/fffy5YtW+ZpDmL+6L0JAPX19fRLly4VrlixohoAunXr1vTjjz9yn0Sbt+f5yDcTBEEQxB9hnp7a2hp46y3gyhVg0ybA975nKrQ01uFCcwneynoXDK+e8Iteghcby+EIe+jrrLBlC3DqlGkcj1Bo2kapBBwdf5kD4W4pEDUEiNQBQQDSjYDeBujsAXTp8pRP+ndQqWgoLmYjIEANK6vHmmmhqqqKweVy7xvM06VLlyZ/f38tAIjFYlVJSYmljY2N3tPTUxMcHKwBgMTERPmGDRucAdx9sE5XV9eWgQMHNgHAxIkT5ampqc40Gq161KhR8k2bNtnPnj1bnpOTY71nz56b9fX19LKyMubkyZO94uLiGoYPH95orsf8AB8bG6tUKpW0mpoaen19PW306NG+paWlLIqijFqttjXbFBMT0+ji4qIHTFmN6dOn+2i1WtrIkSProqKi1JmZmdySkhKWRCIRAIBWq6W6d++uxGNqr73s7e11RUVF7H79+vEA09t4JycnLQBcvnyZvWzZMg+FQkFvamqi9+7du8Fc14gRI9rtZlhVVUXv06cPv7m5mTZp0qR7K1eurDavi4uLq0tPT7fPycmx2rp1662225mzA+Xl5ZZBQUGqYcOGtbavuXvbg/s6ffp00alTpzjHjh2zWbJkiVd2drbV+vXrK957773KV155pfbQoUM2O3fudPjmm28csrKyCrOysri7d+8uBoChQ4cqkpOTGXK5nN62zoSEhLrMzEy7uLg4xc6dO+1nzZp1r6GhgXblyhXrhISE1gxgS0tL6/XsqC3+CIp6KBn50PLevXvzaDQahEKhav369eVyuZzu5ubW0r9//yYAOHLkiM3p06dtRCKRCDAF4wUFBaycnBxaXFxcnZubmw4AzPfelStXrA4fPlwCADNnzqxdsWJFa2A+dOjQejqdju7duzfL5XILADh16hR31KhRtQwGAz4+PtrIyEjFHznHM2fOtG7v5eWli4iIUJ49e5Zja2tr+KP3JgCMHTv2vsDZ2dlZV1BQwMJTQoIegiAI4t+l7fTU334LfPEFMHUq8NJL9xdrUuKWvhbzL70NLd0S+hHbsKi5HnQjHVb1jpBKgXffBYYMASZMMG2jVpuyPaZxPEogLAagKYGJFCA1AldtgdoGoFYK7NplGgT0NKSnl/2ucgYDcPEiGz16qEF7vM4gVlZWhpaWlvsqYTKZrd2j6HQ6dDodZTS2P4V3cXGxxZAhQwIBICkp6d7LL7/c8OCDpvnvmTNnygcPHhzAYrGMcXFxdRYWFnByctLn5uZK9+7da7Nx40bnHTt22H/zzTelbbdrW8/ixYs9evfurTh+/HhJYWGhZb9+/fjm9RwOpzUAjI2NVZ4+fbpw9+7dtomJib5z5syptre310VHRzcePHjwvjflj6uD9qICAgLUV69efWjcRXJysu+uXbuKIyMj1ampqQ6nTp1qfYtubW3deg48Hq85KyuLExkZqXZ1ddUXFBRIly1b5qJUKu8LKCZPnlwnkUiEI0eOlNPp961qHdMjl8vpAwcODFizZo3zm2+++VCg2haNRkPfvn1Vffv2VcXGxjZOnTrVZ/369RUAIBaLNWKx+N78+fPvOTg4dK2qqqK3d29QFHXfwrFjx9avXLnSo7q6mp6bm8uJi4trbGxspHG5XF17gdeDbfFnOTo66urr6+9rlPr6erqLi0troH/q1CmZOXABTN3x2t5LRqMRc+fOrXzjjTdq2tazatUq5wfP87ewWKzW8m3braPg7Pfo6LcJ/PF7EwC4XO597d7c3Exjs9lPbRrLv333NoqihlEUtYmiqP0URQ181sdDEARB/MOZp6cuLwcWLgS6dQP+7//uL6PRQN7SgP8VpSP3Xi60L2/GGLYd3Job4dLsDlUDDXPmAB4epgnfKMo0jsdoBFxdAcpoAKJjgLIKYDYLoBuBb6wB+S8v3h3tHpos4W+BRgOioh474AEAJycnvV6vp8xdlTrStWvX5vLycsvc3FwmAGRkZDjExMQoAgICtOaB8IsWLboHAJWVlZYnTpywAoBt27bZR0VFKQHAx8dH6+Liol23bp3btGnTan4py9Dr9UhMTKxftWpV+Y0bN1rHDmRmZtoBwNGjR625XK7ewcFB39jYSPf09GwBgLS0NEd0QCaTWXp4eGgXLFhQM2HChJqcnBxOnz59mrKzs63N56BQKGjXr19nAsDs2bM9MjIyOv3phnxAcHBwc21tLcPcDhqNhsrOzmYBpkyBt7e3VqPRUNu3b7fvqI6lS5dWrVu3zi0nJ6f1LbtKpXroogcGBrYsXbq0fO7cufc6qsvBwUGfmpp6e8OGDS4ajabDa11aWmpx9uzZ1muQnZ3N8fDwaAFM3dLMY0Ju3LjBotPpRkdHR32PHj0UmzdvdgBM40js7Ox09vb29z0k29raGkJCQpqmT5/u3b9//wYGgwF7e3uDp6dnS3p6euvYlgsXLtw3Hsjs5MmTnOHDh/t0dNwdiY6Obrp8+bK1eVa206dPc1paWmj+/v4tv7WtWWxsbOOWLVsczeO/bt68aVFeXs4YNGhQ44EDB+yrqqrogGlsEwCEhoY2ff7553YAkJaWZh8WFvbIbGLv3r0V33zzjb1Op8OtW7csLl682G5XMgaDYWzv2vXu3Vuxa9cue51Oh4qKCkZWVpZ1TExMU0f7e9S92R6ZTMYMCgpSP+oc/krPJNNDUVQ6gCEA7hqNxqA2ywcB+BAAHcDnRqNxjdFo3AdgH0VRdgDeA3DsGRwyQRAE8TwwT0/NYADJyab//fRTU9bHTKeDoqkOu5U/YfP1r2ATNgts3mCMrf0ZNkYXMBQsLPmvaQ6EffsAG5tfx/F4ewMWFgASRgLZV4EBVoCoCdhtCcjaPJ/U1AG7dz+9TM8z0qtXr4Zjx45ZDxs2rMNuNRwOx/jpp5+WJiQk+Ov1eoSEhKgWLlzY7kO2n59fc3p6usOsWbM6+/r6atqWGzNmjHzDhg0M8yD40tJSiylTpvgYDAYKAFauXNk6fsPOzk4fGhoqUCqV9M8+++wmACxevLhq6tSpvqmpqa4xMTGND+7b7OjRo9zU1FRXBoNh5HA4+q1bt950d3fXpaWllY4ZM8bP3I1q+fLl5cHBwRqpVMoePnx4fXt1vf/++25paWmtY3+qq6t/c6AXi8Uybt++vWTOnDneCoWCrtfrqZkzZ1aHhYU1L1mypEIikQg9PDxahEKh6sHMjZlEIlG/++67ZZMmTfJtamqi2dnZ6T08PDTvvPNOxYNlH8xCtKdnz55qoVCo/vzzz+1eeOEFpXlMj3n9hAkTakaNGlW/cOFCz+rqagsmk2m0t7fXbtq06TYAfP311w5LlizxYrFYBgaDYfz8889vMhgMrF27tmLcuHE+PB5PxGazDV9++WW7mbRRo0bVJSUl+R06dKjQvCwzM/PnadOmdV67dq2bTqejhg8fXhsZGfnQA3ZpaSmTzWb/ZlblwoULNi4uLsHmv7du3Vqydu3askGDBgUaDAbKyspK//XXX//8YEbsUUaMGNGYl5fHCg8PFwCmjOLWrVtvhoWFNS9YsKAyJiZGQKPRjEFBQardu3eXfvLJJ7cnT57s8+GHH7o6ODjoMjIySh9V/8SJE+u///57Gz6fL/b19W2WSCTt/g7Hjx9/TygUioKCglRtx/VMnDix/vz589ZCoVBMUZRxxYoVd7y9vXXXOxiP+Kh7s73yly5dsl6zZk3l722vx9VhWvmJ7pSiegFQAsgwBz0URdEByAAMAHAHwCUAY41Go/SX9esAbDUajTm/VX9YWJgxOzv7SR0+QRAE8U+k0wGlpaYA5z//AbZtA7ZsAfr1+7WMwYCWhlr8xKjCsP1jQXE9IJ+WhTXqOoSqdXCt98SBnRT++1/gv/81zX8AmCYycHYG7O0B/GcxsOZdwIUNvKUG5BSwzAiY30/TaYCPD1AoM02i8BegKOqy0WgMa7vs2rVrpSEhIb/5wPoknTt3jp2SkuK6b9++x+72VVhYaDlkyJDAoqKivPbWT5o0yTs0NFQ1b968R56zRCLhv/fee2W9evV65ED+v0p0dHTg2bNni57Gvog/bvr06Z5JSUnyiIiIp5ZxIP7a/za0de3aNceQkBCf9tY9k0yP0Wg8TVGUzwOLJQCKjUbjzwBAUdR2AC9TFJUPYA2Aw48KeCiKSgaQDADe3k/0e1UEQRDEP03b6an37jUFPK+9dn/AA8CgaEQZR4c3vl8Gla4Z+pE70c9oQGizEjYqH5QVUXj7bdNmycmmbdRq03wIdnYAPv/cFPBYMIDxBoADYHWbgMfSAmjRApVVptnbQkOfZis8dT179lRfunSpUafT4Ul+q0csFgvZbLYhLS3t941deopIwPP3lpaW9lRmcCPud/fuXYu1a9eWP819/p0mMvAA0PY/VncARAB4DcALAGwpigowGo2ftrex0Wj8DMBngCnT84SPlSAIgvgnaWgwTU9dUQEsWQJERprG87SlVOIey4DUgq/wU/lP8InbhHuOPMyo/RkWWldY1FtgzhxTNufDD03DX8zfNnR1BajvT5giIYoCBjgA3auBPfj1/9nMAQ9gyjr9S8ydO1f+26V+G5/Pb+koy5OXl5f/e+vJysoq/O1SBEE8SW1nU3xa/k5BT3uD34xGozEVQOrTPhiCIAjiOaHR/JrlSU4GuFxgwwbTeB4zlQoKuh7HG67g40sfI1g0CtdDp2Bh0z100nPBVXLxv1Wm3nE7d5oCH4PBlOXp3BlgFOaZZn8zGoEwHjBIZgp29v9SvzngodEAT0/op88AvWvXp98WBEEQ/1J/p6DnDoC2HzrzBPDQgDqCIAiC+N3M01NbWAALFgA3bwLbtwMubb4bqdGgxaiD1KIOi75fDHfbzigdkoYueg0GqJRgKDvj1CHTvAMLFpiSRIBpTgQXF4BdVwH06GFK+3QLArrkAnYwTcujg6mrW4vW9L+d7NAwdQGUvWLh8RhTyRIEQRB/zN9pyupLAAIpivKlKMoSwBgAB/5IBRRFxVEU9VlDQ8NvFyYIgiCef3K5KRjZudM01drChUDPnr+u1+lgaNGgnEvhv6ffQo2qBl7Dt0DFssW8hgoYNW5oKqbjv2+agp3XXzdtZh7H04mhBMLCTF8k7cIH1LmmDtlHAJQAYNABrQ5gWgJMFppnzce1gAiUWbc7ey5BEATxhDyToIeiqEwAFwDwKYq6Q1HUFKPRqAPwKoCjAPIB7DQaje323e2I0Wg8aDQak21tbf/6gyYIgiD+WZqaTEFPSQmwfLlp9oHXXvt1vcEAqFS4Z8fEZulWHP/5OIb1XoYL3j0xVl0Lb20nMOvZWDQXYLOBjz82TbbW8stXOFwdtKB6RgGVlYCvF3CzBJgKoBrALphmadPpATYTMBihmzEbV3nRSH5HjPdSbPAMJk8lCIL413omQY/RaBxrNBrdjEajhdFo9DQajV/8svw7o9HIMxqN/kaj8Z1ncWwEQRDEc0CnMwUjWq1pXmlHx19nHzBTKtHYiY3z8qtYe34tevu9gHM9F8NTr8V4RRO0Cjt8kQLk55s2dXU1xUnNzYCHuxH0YXHAjRuAsyNQ3wAM1QGuAD4H0EIBegPAZgHNLTAmJaEw6iUszxSgMM8ax7/j4Nq1Z9U4T49SqaTCw8P5un/RxA2/1/z5892XLVvm8uDy0NBQwdPY/65du2y6dOki9PX1FQsEAtHgwYP9ioqKLAEgPj7eh81mh9bV1bX+YF555RUviqK6V1ZWMgCATqd3FwgEosDAQHG/fv0Campq6IBpanEWi9VNIBCIzP8+/vhjBwD44IMPHHg8nojH44kCAwPFX3/9dScA+P77762Cg4MFAoFA5OfnJ54/f777o449NTXVYdKkSU90qt7CwkLLwMBA8V9Zp0Qi4Z8+fZrz4PKtW7faLl261BUw3RfOzs7B5rbdunXrM3+Tf+jQIW7fvn0DgPuPdcuWLZ0uX77c+vHRuXPnuu/bt6/dD6D+VSoqKhgxMTGBf2bbv9OYHoIgCIJ4fObpqQFg0SLTmJ7du3/5iM4vlEpobDgoMcrxxvE3YMeyh8uQTThFt8D6ujLoVa4oOEHh6y2mmMk8s7VSaQp+WHNnAEePAlZWAMsC4NYAsQB+gKmvAo0CmExA1QwkjMTNlxLwyanOOHbIEQj/CFZ29ujSZRzan8Pn+fHRRx85Dh06tO5JTlf9NGm1WlhYWDzRfVy5cqXgSdav1Wpx9epV1oIFC7z37t1b3K1bt2bA9DBbXFxsGRgY2AIAXl5emszMzE6zZs2q1ev1OHfuHNfZ2VlrrofJZBoKCgqkADBixAiflJQUp7Vr11aZtzWvMyspKbFYt26d29WrV/MdHBz0DQ0NNHMANWXKFN/MzMySyMhItU6nw7Vr11h4Cp7G9fw9xo8f3wCgdWzGjBkzqleuXFmdk5PD6t+/P3/MmDHX2n709Fked9tj3bdvXyedTtdg/iDwBx988ETH4mu1Wri7u+tcXFy0x44dsxo4cGDTH9n+7zSm57GRMT0EQRBE6/TUGRnAkSPAm2+axt2YqdUwsJioYOnwzpl3cLP+JmYP+QS7O3XGoOYGBDfZQlFmibcWmz6js3ixaTOVCrC1BWw/XQN89plp9jdfD6C80tStrR7ANpg+fmphYQp4XuiDysRp2HXTDZ9+5AnEJQOD56CyxwTsOPWb39r+x9u5c6fDqFGj6gHT22KJRMIfNGiQn6+vr3jo0KG+BoPpA0b79+/nCoVCEY/HEyUkJPio1eqHosHCwkJLX19f8YgRI3x4PJ5o0KBBfgqFgrZ//37ugAED/M3l9u7dazNw4EB/nU6H+Ph4n8DAQDGPxxOtWLHCGTC9bU9KSvIKDQ0VBAYGik+ePMkBgJMnT3JCQ0MFQqFQFBoaKrh27RoTMGUVYmNj/fr16xcQExPDu3XrlkVYWBjf/Cb+yJEj1gCwZ88em65duwpEIpEwNjbWr6Gh4U89Y3E4nNDfaq8zZ85wwsPD+WKxWBgdHR1469YtCwBYt26dY1BQkJDP54tefPFFf4VCQQNMmZupU6d6RkRE8GbNmuX5zjvvuM2fP7/SHPAApofZ2NhYpfnv+Pj42l27dtkDwLfffssNDw9XMhiMdjtl9ujRo6m8vNzyUedVWVlpYWVlZbC1tdUDgK2trUEgELQAQG1tLcPb21sLAAwGA+aH6OrqavoLL7zgz+PxRCEhIYKffvrpvsFwcrmc7uHh0UWv1wMAFAoFzdXVNVij0VB5eXnMmJiYQLFYLOzevTv/ypUrrPba4vdck8LCQsvu3bvzRSKRUCQSCY8fP25lXvfmm2+68Hg8EZ/PF82aNcsDAM6fP88OCQkR8Hg80YABA/zv3bvXGrF8+eWXDg/eex1lrrp169ZMp9NRVVXFkEgk/FdffdUjPDycv2rVKpeO7oHc3FxmVFQUj8/ni0QikTAvL49pMBgwffp0T/NvYdOmTXbAo++xXbt22fj6+oq7d+/O37VrVyfzMZmP9fjx41YnTpzo9Oabb3oKBAJRXl4eMz4+3mfz5s12QMe/aQ8Pjy7z5s1zF4lEQh6PJzJfl8bGRlpCQoJPUFCQUCgUisxZwAd/fwAwbNiw+oyMDIffc+3aeq6CHjKmhyAI4l/OPD11fj6werVpGumpU39d39ICUBTu2TCwu2APdufvxqyI17E98CVYGw2Y1aCGUmGD/801zXC9caMphmlpMfWMc/5xO6j//Me0MjwUyJUBQwF4A0gHQLFNmaZmDdAtCPL5b+B7pT3+97Yf9AkvA903AUYANOCWxfGn1y5JSV6QSPi/+S88nA+xWIjw8N8um5Tk9ahdNjc3U2VlZUw+n99iXpafn8/esGFDWXFxcd7t27eZx48ft1apVNT06dN9d+zYUSKTyaQ6nQ4pKSlO7dVZWlrKmjFjxj2ZTCblcrmGlJQUp7i4OEVxcTGroqKCAQDp6ekOiYmJNRcuXOBUVlZaFBUV5clkMuns2bNbvxekUqloV65cKUhNTb2VnJzsCwAhISHNWVlZBfn5+dLly5eXL1q0qPWBOCcnxzozM/PmxYsXZenp6fb9+/dvKCgokObn5+dFRESoKisrGatXr3Y7ffq0TCqV5nfr1k319ttvP9R17Y9qr700Gg01Z84c7/3795fk5eXlT548uWbhwoUeADB+/Pi63Nzc/MLCQimfz1enpqY6musqKSlhnTt3TrZp06Y7MpmMJZFIVI/aN4/H08jlcsa9e/fo27Ztsx83blxte+V0Oh1OnjzJHTZsWL15WVlZGbNt97YjR45Y9+jRQ+Xo6Kj18vLqMnLkSJ9t27a1PqwlJydXC4XCoAEDBvinpKQ4qlQqCgAWLVrkHhISopLJZNK33367fPLkyb5t9+3g4KAXCASq7777jgsA27dvt+3du3cDk8k0Tp06tfPGjRtv5+Xl5aekpNyZOXNma1DRti1+z3Vwd3fXnTlzRiaVSvN37Njx87x587wBYOfOnTbffvut3eXLlwsKCwuly5cvrwKAxMRE39WrV9+RyWRSsVisXrx4cWt3vfbuvY788MMPVjQazejm5qYDgPr6evqlS5cKly5dereje2DcuHG+M2bMuFtYWCjNzs4u8Pb21mZkZHS6ceMGOz8/P+/777+XLVu2zNMcJHX0m3z11Vd9Dhw4UHzp0qXCu3fvPpRWGjBgQNMLL7xQv2rVqjsFBQVSsVisaXOOj/xNOzo66qRSaX5SUtK9NWvWuADA0qVL3fr27duYm5ubf+bMmcI333zTs7GxkQbc//sDgJ49ezZlZWVZ/55r19bzkW8mCIIgCIPBNI5HoQBmzQI8PYF160wBCgDo9YBGg0ZXe1y5dxlv/fgWJB4RsIxZCindEksbqsFQOGHHh8C1K0BaGuDtbapWowF8y06DPnGCqa7evYAfT5k+qz0MwHkAxVaAphkwGoAAbzQsX47zNCusWO2N+hE9AY8cwAjwrSIQaM/Doqg3nk07PYpKRUNxMRsBAWpYWRkep6qqqioGl8u9bzBPly5dmvz9/bUAIBaLVSUlJZY2NjZ6T09PTXBwsAYAEhMT5Rs2bHAGcPfBOl1dXVvMXVomTpwoT01NdabRaNWjRo2Sb9q0yX727NnynJwc6z179tysr6+nl5WVMSdPnuwVFxfX0PZjiOYH+NjYWKVSqaTV1NTQ6+vraaNHj/YtLS1lURRl1Gq1rdmmmJiYRhcXFz1gympMnz7dR6vV0kaOHFkXFRWlzszM5JaUlLAkEokAALRaLdW9e3clHlN77WVvb68rKipi9+vXjwcABoMBTk5OWgC4fPkye9myZR4KhYLe1NRE7927d2vXlxEjRrTbzbCqqorep08ffnNzM23SpEn3Vq5cWW1eFxcXV5eenm6fk5NjtXXr1lttt9NoNDSBQCAqLy+3DAoKUg0bNqy1fdvr3gYAp0+fLjp16hTn2LFjNkuWLPHKzs62Wr9+fcV7771X+corr9QeOnTIZufOnQ7ffPONQ1ZWVmFWVhZ39+7dxQAwdOhQRXJyMkMul9Pb1pmQkFCXmZlpFxcXp9i5c6f9rFmz7jU0NNCuXLlinZCQ0JoBbGlpab2eHbVFR1paWqgpU6Z0lkqlbBqNhlu3bjEB4Pjx4zYTJkyo4XK5BgBwcXHRy+VyukKhoA8ePFgJANOmTZMnJCT4metq7957cH+ffvqpy86dOx2srKz0GRkZP9N+GYs4duzYWgC4fv06s717oK6ujlZdXW05adKkegDgcDhGAMYzZ85wR40aVctgMODl5aWLiIhQnj17lmNra2to7x7jcrl6T09PTZcuXTQAMH78ePnnn3/e7ouI9ly7do31qN/0uHHj6gBAIpGoDhw4YAcAP/74o83Ro0c7paamugKARqOhiouLLYH7f3+AKQi9e/fuIzOL7SFBD0EQBPF8kMtNswwsXAjU1QEHDgA2NqZ1RiPQ1ASNqxNuNVdg0fFFsKBbYN5LGzCVbY9uLU3oV8dF9jk6vkoDJk4EhgwxbapUAp6NUljGvWgKnHr2BE6fMQ3HSQagBrDfClCqTN/ise8E5eoVyLaxxbupjijuEw7Y3QaMQIhtb/BqFsNZZwsa7aFnnScnPb3sd5UzGICLF9no0UN936QPf4KVlZWhpaXlvkqYTGZr9yg6nQ6dTkcZO5jGrri42GLIkCGBAJCUlHTv5ZdfbqAe+LaR+e+ZM2fKBw8eHMBisYxxcXF1FhYWcHJy0ufm5kr37t1rs3HjRucdO3bYf/PNN6Vtt2tbz+LFiz169+6tOH78eElhYaFlv379+Ob1HA6nNQCMjY1Vnj59unD37t22iYmJvnPmzKm2t7fXRUdHNx48ePDmn2qsDnTQXlRAQID66tWrD439SU5O9t21a1dxZGSkOjU11eHUqVOtg8qtra1bz4HH4zVnZWVxIiMj1a6urvqCggLpsmXLXJRK5X035eTJk+skEolw5MiR8rZjSn45NkNBQYFULpfTBw4cGLBmzRrnN99886FAtS0ajYa+ffuq+vbtq4qNjW2cOnWqz/r16ysAQCwWa8Ri8b358+ffc3Bw6FpVVUVv796gKOq+hWPHjq1fuXKlR3V1NT03N5cTFxfX2NjYSONyubr2Aq8H2+L3eOedd1ycnZ21u3fvvmkwGMBms7sDgNFofOhe+i0d3cNtmcf0PLjcHFx1dA/U1ta2+6Pt6DcGtH+PdXRcv9ej9gcALBbLCAAMBsNo3p/RaMSuXbuKQ0JCNG3Lnj171qrt7w8wZZKYTOYffinzXHVvIwiCIP6lzNNTf/EFcOoUsHIlEBT063qlEnonR5QbG/D+xfdx4+4NvPvi+/jESQQtgIVyDSoqOFg7HxAKTTNcm6t1aC6HdWyMKaAKCQGys03BwYsAAgDsZgN3mkwztbGYUK/+D7KdHbDxWx3O8qLuC3gEDXPxTc2b2Hj6G1y9+jecs5pGA6KiHjvgAQAnJye9Xq+nzF2VOtK1a9fm8vJyy9zcXCYAZGRkOMTExCgCAgK0BQUF0oKCAumiRYvuAUBlZaXliRMnrABg27Zt9lFRUUoA8PHx0bq4uGjXrVvnNm3atJpfyjL0ej0SExPrV61aVX7jxo3WWbMyMzPtAODo0aPWXC5X7+DgoG9sbKR7enq2AEBaWpojOiCTySw9PDy0CxYsqJkwYUJNTk4Op0+fPk3Z2dnW5nNQKBS069evMwFg9uzZHhkZGZ3+dEM+IDg4uLm2tpZhbgeNRkNlZ2ezAFPXKW9vb61Go6G2b99u31EdS5curVq3bp1bTk5O64QBKpXqoYseGBjYsnTp0vK5c+fe66guBwcHfWpq6u0NGza4aDSaDq91aWmpxdmzZ1uvQXZ2NsfDw6MFMHVLM48luXHjBotOpxsdHR31PXr0UGzevNkBMI0/sbOz09nb29/3sGtra2sICQlpmj59unf//v0bGAwG7O3tDZ6eni3p6el2gCkTcuHChXY/jnXy5EnO8OHDfTo6bgBoaGigu7m5ael0OjZu3OhgHkM0aNCgxi1btjiax05VV1fTHRwc9DY2NnrzWK8vvvjCITIysjXr196996h9t6eje8De3t7g6urasmXLlk4AoFarKYVCQevdu7di165d9jqdDhUVFYysrCzrmJiYDicB6Nq1a/OdO3cs8/LymADQ0b1kbW2tN3dBe3D79n7Tjzqnvn37Nq5bt87FfB+cO3euw4+Z5ebmsng8nvpR9bXnuQp6yEQGBEEQ/0Lm6alzckzd2UaMAMaP/3V9UxPQqRPuWrTgRMkJbL66GUmhU9DAi8NpCzYmKxpg09gJH74BNKuBTz81fZdHowEs1I1wHB4D1NYCPj5A2W3TCmcAowDcYADH1YCNNaDXQ/X2q7jo64Evcsqxh/UywDb1+BFbR4OnnoQd9fMBJymMQZkwOD//c1b36tWr4dixY4/se8/hcIyffvppaUJCgj+PxxPRaDQsXLiw3YdsPz+/5vT0dAcejyeqq6tjtC03ZswYuZubW4t5EHxpaalFdHQ0XyAQiJKSknxXrlzZOn7Dzs5OHxoaKnj11Vc7p6WllQLA4sWLq9566y3Pbt26CcwPte05evQoVyQSiYVCoWj//v12ixYtqnZ3d9elpaWVjhkzxo/H44m6d+8uuHHjBgsApFIp293dXdteXe+//76bi4tLsPnfo9rJjMViGbdv316yZMkSTz6fLxKLxaJTp05ZA8CSJUsqJBKJMCYmhhcYGNjcUR0SiUT97rvvlk2aNMnX19dX3K1bN0FhYSErMTFR/mDZN954o6bteI329OzZUy0UCtWff/65HfDwmJ5Vq1Y5t7S0UAsXLvQ0T5G9a9cuu48//rgMAL7++msHPz+/IIFAIJo0aZLv559/fpPBYGDt2rUVOTk5HB6PJ/q///s/jy+//LLdTNqoUaPq9u/fb2/u/gUAmZmZP2/evNmRz+eLAgMDxbt37+7U3ralpaVMNpv90BsIrVZLWVpaGgBg7ty5dzMzMx1CQkIEMpmMxWazDQAwcuTIxtjY2PquXbsKBQKB6O2333YFgM2bN99cvHixJ4/HE12/fp29Zs2a1lnN2rv3/qhH3QNff/31zQ0bNjjzeDxRWFiYoKysjDFx4sR6sVisFgqF4j59+vBWrFhxx9vbu8N55DkcjvGjjz66NWTIkIDu3bvzvby8WtorN378+NrU1FRXoVAoMgdI5u1/72/abM2aNRU6nY4yTxDy5ptvenRU9vjx49xBgwb94Yf9DtPK/2RhYWHG7OzsZ30YBEEQxJNmNJqmpL51C3j5ZcDODvj2W9NU0gCgVgOWlmhwsMbVu9cxfMdwuHPdkTb2EIbbesJar8ent4FtG5n4aj2wfj0werSpF5uqToPAKb1Ay84CHBwAa2vTfgBgKQA/AIsAoBNQ3wjVsmRcjAnF5ps38fXttQBlBCggwLInghkvY0/NWtO2zdZAZRi2Dd+JsWP/mnePFEVdNhqNYW2XXbt2rTQkJKTmL9nBn3Tu3Dl2SkqK6759+x6721dhYaHlkCFDAouKitr9cPmkSZO8Q0NDVfPmzXvkOUskEv57771X1qtXr0cO5P+rREdHB549e7boaeyL+OOmT5/umZSUJI+IiLgvc/D111932rZtm/13333387M6NqJ9YWFh/MOHDxc7OTk99Hbi2rVrjiEhIT7tbUfG9BAEQRD/XA0NpvE7CxaYMjrffPNrwNNiejnZ7GSH8sbbWPL9Emj0Gnw4eCPet3JEDUXHCnkzbmRbY8sHpgTRqFGmTZuURvj9Z7Qp4GGzTZMimL8m2heAGKaPkNLsgZpaNM0ei3ORfthYehL7y7abxvtQgBciEcjsiT11ywCNq2nmNm4VYHEeATHXAXR9io319PXs2VN96dKlRp1Ohyf5rR6xWCxks9mGtLS03zd26SkiAc/fW1pa2kMzuM2dO9f98OHDndLT0//SMVrE46uoqGC8/vrr1e0FPL+FZHoIgiCIfyaNBigtBT76CNiwAUhNBeLjTev0ekClgt7bC7fUVfj40sd4/+L7+GDQB7ANGockjiOGNjVhYp4VZgyjwGWbPuljbW2auMDj3ddh9UUqQKcD0dGmcUIAYAcgBcBNAJvsgbu1UCYMwunJPfDO7RM4X33WVI4CnDU9IHLm48e6LUB1F4DVAHBqgK3fAS3W+N/rXbFkyV/zcdK/a6aHIAjiaSKZHoIgCOL5Yp6e+swZU8AzfvyvAY/RCCiVMHp64q6uARfvXMSHP32IeGE8+osSMIxlC3uDHq9UsvC//6PQUAtsPWgKeJqbAYcvU0wBDwC88AJw9Oiv+51KA2gGYJeNKeDpE47vx4dgoewrFDfeBAx0gK4HVxEGTw87/NjwFVDaD7ArAdh1wJbjwJ0I8PkUFi58+s1GEATxb0UmMiAIgiD+eeRy4OZN4I03ALHYNFubmUIBuLig0cKAWw23sPD4QnS27YwV/Vdjg4UVSuiWmHNPhyMZDPz0PbB8mWmiN70eYO3fDvv/LTLV88ILwLFjv9YbQwe6GoBvmTDKFGgKDsCB2T0xJT/NFPDoLAG6Hkx5KNxcgZzGw8CNMYB9kSnLk/E9cCcCAIXqaiA396m2GEEQxL/acxX0GI3Gg0ajMdnW1va3CxMEQRD/TE1NpizP/PmmSOWzzwDWLzPvKpWAnR2auWxUKiqx7OQy1Khq8MngT1DCtMVmJhc9VRo4nWdh0xrgxVggMdGUHNJ/fxJub0wABQCRkcCPP5pWAIA9HRivB27SYDyoQ7OXMzLm98aUgk8g19QDGmuA0QJaTRc4ujdB1pQNXJgLdD4NWKqAr74HKroDoDBpkmlm7ZCQZ9B2BEEQ/1KkextBEATxz2GenvqDD4CrV4FNm0xTSQOmmdpYLOgd7FHRWIbtedtx/OfjWNFnBXxcumAC0wY0IzClxAL/Nw9wdgHWvwdQFNCSfR3es+NA6fWmD/Vcv27aFwDQacAkCmADxi8Z0HJZWLckCm/d2gy90QBasyMMrBqgRgAbFznK1XeBH1YDER8BNJ0p4KkOBkAhLg54/XXAycm0X4IgCOLpeK4yPQRBEMRzzGgEqquBw4eBzZuBqVOBl14yrftlpjajmxuqVfdw4+4N/O/s//CC3wuYHDoFW+lMZFuwkVSjx9dLabhbDnyyAejUCWgpKYPnKy+AUqsAd3fTN3mafvluH0UBMVZAuA6Go5bQV1B4fXEQ/nt3L/RGA5jNHqaAp9YXbMe7ULTUA99uAHp8AFAG4MuTQHUIAAqRkcB//2uaDM76kV+ueX4olUoqPDycr9N1+EmQf6358+e7L1u2zOXB5aGhoYKnsf9du3bZdOnSRWj+bs7gwYP9ioqKLAEgPj7eh81mh9bV1bU+J77yyiteFEV1r6ysZAAAnU7vbv6mSr9+/QJqamrogGlqcRaL1a3td3o+/vhjBwD44IMPHHg8nojH44kCAwPFX3/9dScA+P77762Cg4MFAoFA5OfnJ54/f777o449NTXVYdKkSd5PqGmeOxKJhH/69GkOAPTu3TugpqaGXlNTQ1+zZo2TuUxpaanFoEGD/J7kcRw6dIjbt2/fAADIzMy0nTdv3iOv81+NBD0EQRDEP0NjoykDs3Qp0K0b8H//Z1qu15uCHk9P1OuUqFRUYt7RebBn2+P9F9/HTYqGVJYt+M06ML+wwA+HgHmLgPBwQC+vh9vEF0CvqwHF5ZqikerqX/fp5wBjvALGSjoMu7UYvtgLn6rOgwJgo/eFhlUONHiA0ekuDHoK+j3pQP//AwwMU8BzTwzAlDxavdo0m7a9vSnY+jf46KOPHIcOHVr3JKerfpq02na/MfqXunLlSsGTrF+r1eLSpUusBQsWeH/11Vc3b968mVdQUCAdN26cvLi42NJczsvLS5OZmdkJAPR6Pc6dO8d1dnZubQAmk2koKCiQFhUV5XXq1EmXkpLi1HbbgoICqfnfq6++Ki8pKbFYt26d24ULFwplMpk0Ozs7PywsTAUAU6ZM8U1LS7tVUFAglclkeePHj6/FU/A0rueDnvULgFOnThU7Ojrq5XI5/YsvvnA2L/fx8dEeOXLkqX2TaPTo0Q1HjhzppFAonlosQoIegiAI4u/PPD31ggUAgwF8+ilgaWnK/jQ1Ae7uaKYbUd1UjTXn1uBWwy18HPsxWGx7rLWwgoKiY+xPdHy8EojsDbw+CzCqm2E/6SVY3pKBYjAAHg+QyX7dp48b0LsG6ASoPtMj4g17HDIWw4JiwIUeiEb6TUDpCIp7F2w4QrN9MzBkFqBlAV/9ANQIAZiSR+++a+rSZmsLODv/e7q27dy502HUqFH1gOktr0Qi4Q8aNMjP19dXPHToUF+DwQAA2L9/P1coFIp4PJ4oISHBR61WP9RChYWFlr6+vuIRI0b48Hg80aBBg/wUCgVt//793AEDBviby+3du9dm4MCB/jqdDvHx8T6BgYFiHo8nWrFihTNgeuudlJTkFRoaKggMDBSfPHmSAwAnT57khIaGCoRCoSg0NFRw7do1JmDKKsTGxvr169cvICYmhnfr1i2LsLAwvjnLceTIEWsA2LNnj03Xrl0FIpFIGBsb69fQ0PCnnrE4HE7ob7XXmTNnOOHh4XyxWCyMjo4OvHXrlgUArFu3zjEoKEjI5/NFL774or/5gTI+Pt5n6tSpnhEREbxZs2Z5vvPOO27z58+v7NatW7N5v+PHj2+IjY1Vmv+Oj4+v3bVrlz0AfPvtt9zw8HAlg8Fo9zsnPXr0aCovL7dsb51ZZWWlhZWVlcHW1lYPALa2tgaBQNACALW1tQxvb28tADAYDHTv3r0ZAKqrq+kvvPCCP4/HE4WEhAh++ukndts65XI53cPDo4teb/pki0KhoLm6ugZrNBoqLy+PGRMTEygWi4Xdu3fnX7lyhdVeW3R0vG2zEoDp47epqakOAODh4dFl3rx57iKRSMjj8UTmuufPn+8+bNgw3x49evA6d+4ctG7dOkdzXREREby4uDhfPp8v1ul0mD59umdQUJCQx+OJUlJSHM37efPNN114PJ6Iz+eLZs2a5QEA58+fZ4eEhAh4PJ5owIAB/vfu3aMDpnt55syZHl26dBH6+PgEme9FpVJJDRkyxI/H44kGDx7s19zc3Pp78vDw6FJZWclYsGCBZ1lZGVMgEIimT5/uWVhYaBkYGCgGAJVKRY0cOdKHx+OJhEKh6ODBg1zA9FsYOHCgf0xMTGDnzp2DZsyY0dp+Hd3/u3btsvH19RV3796dv2vXrk7m8jQaDVFRUYodO3Y8tYH4JOghCIIg/t7M01OvXg3k55u+y+PhYVqnUADOztBxWChvLMfhosPYlb8L83rMg8QrEocpBo6wbDD8rgGbp1KwtgE+TgVoMIA7Yxysrl74deKCtt938/ME2JVAf6DqGCAcyUYOQw4ugwNvdgCq9EVAsw1gJYczjQ/ltjQgfhKg4QJf/QjI+QBMQc769aZvm3K5gJvbMwp4kpK8IJHwf/NfeDgfYrEQ4eG/XTYpyetRu2xubqbKysqYfD6/xbwsPz+fvWHDhrLi4uK827dvM48fP26tUqmo6dOn++7YsaNEJpNJdTod2mYN2iotLWXNmDHjnkwmk3K5XENKSopTXFycori4mFVRUcEAgPT0dIfExMSaCxcucCorKy2KioryZDKZdPbs2XJzPSqVinblypWC1NTUW8nJyb4AEBIS0pyVlVWQn58vXb58efmiRYtaH+hycnKsMzMzb168eFGWnp5u379//4aCggJpfn5+XkREhKqyspKxevVqt9OnT8ukUml+t27dVG+//fZDXdf+qPbaS6PRUHPmzPHev39/SV5eXv7kyZNrFi5c6AEA48ePr8vNzc0vLCyU8vl8dWpqauvDdElJCevcuXOyTZs23ZHJZCyJRKJ61L55PJ5GLpcz7t27R9+2bZv9uHHj2s2+6HQ6nDx5kjts2LB68zLzw7T535EjR6x79OihcnR01Hp5eXUZOXKkz7Zt21ofdpOTk6uFQmHQgAED/FNSUhxVKhUFAIsWLXIPCQlRyWQy6dtvv10+efJk37b7dnBw0AsEAtV3333HBYDt27fb9u7du4HJZBqnTp3aeePGjbfz8vLyU1JS7sycObO1O1zbtvhDF6QNR0dHnVQqzU9KSrq3Zs2a1mudn5/PPnHiRNHFixcLUlJS3EtLSy0A4Pr161YpKSnlJSUleR988IGjra2tPjc3N//atWv5X331lVNBQYHlzp07bb799lu7y5cvFxQWFkqXL19eBQCJiYm+q1evviOTyaRisVi9ePHi1m5hOp2OunHjRv7atWvLVq5c6Q4A7733njObzTbIZDLpsmXLKqVSqdWDx79u3bo75ozcgx9oXbt2rTMAyGQy6bZt235OTk72MV8TqVTK2bdv38/5+fl5Bw4csCsuLrbo6P5XqVTUq6++6nPgwIHiS5cuFd69e9ei7X7CwsKazpw589Q6+z4f+eZfUBQVByAuICDgN8sSBEEQ/xByObBjB7BzJzBnDtCvn2m5UgnY2sLYqROqlZW4WXcTb558Ez08euD1iNdRBeBdli1ctQaoFtJxuwRI3w64OgKc/8yFzYm9pnr69DHN1PYLY4A3qNu3YXiPjuvlevTpTEcDQw1XtiOcmC64UZ8HtLABViN8adEo27IcxoR4oMnRNGlBgw8AgMkE3nsP8Pc3BT/u7gDt7/6qUaWiobiYjYAANaysDI9TVVVVFYPL5d7Xl6dLly5N/v7+WgAQi8WqkpISSxsbG72np6cmODhYAwCJiYnyDRs2OAO4+2Cdrq6uLQMHDmwCgIkTJ8pTU1OdaTRa9ahRo+SbNm2ynz17tjwnJ8d6z549N+vr6+llZWXMyZMne8XFxTUMHz680VyP+QE+NjZWqVQqaTU1NfT6+nra6NGjfUtLS1kURRm1Wm1reBoTE9Po4uKiB0xZjenTp/totVrayJEj66KiotSZmZnckpISlkQiEQCAVqulunfvrsRjaq+97O3tdUVFRex+/frxAMBgMMDJyUkLAJcvX2YvW7bMQ6FQ0Juamui9e/du/YbHiBEj2u1mWFVVRe/Tpw+/ubmZNmnSpHsrV65s7d8ZFxdXl56ebp+Tk2O1devWW22302g0NIFAICovL7cMCgpSDRs2rLV9zQ/TD+7r9OnTRadOneIcO3bMZsmSJV7Z2dlW69evr3jvvfcqX3nlldpDhw7Z7Ny50+Gbb75xyMrKKszKyuLu3r27GACGDh2qSE5OZsjlcnrbOhMSEuoyMzPt4uLiFDt37rSfNWvWvYaGBtqVK1esExISWjOALS0trdezo7b4I8aNG1cHABKJRHXgwAE78/LY2Nh6a2tro7W1tS4yMrLxzJkzVnZ2dvrg4OAmc2brxIkTNgUFBRzzdgqFgi6VSlnHjx+3mTBhQg2XyzUAgIuLi14ul9MVCgV98ODBSgCYNm2aPCEhoXXsTUJCQh0AREVFNb3xxhuWAHD27FnrOXPm3AWAiIgINY/He2SA+6Dz589bv/baa3cBIDQ0tNnd3b3lxo0bLACIjo5udHBw0ANAQEBAc0lJCbO2tpbe3v1/9epVlqenp6ZLly4aABg/frz8888/b32h4erqqquqqnpkhvCv9FwFPUaj8SCAg2FhYdOe9bEQBEEQfwGVCrhwAXjrLVM2ZsEC03K12hRVuLigXtOAWnUt5h2bB0u6JT566SO00Oj4kM7EHQYT4/YA274GXpkLDIgG2B+9i04ZH5nq6dHjvoDH4O8DWnEptDM5+I6pQkINoGXowbf1hY2FDS7VXDN9j8dSjS6M4ZBtmwldwnBA4WYKeBpNyQEaDVi1yvT9H1tbU6bnmQ5rSU8v+13lDAbg4kU2evRQP26EZmVlZWhpabmvEiaT2do9ik6nQ6fTUUZjuz2mUFxcbDFkyJBAAEhKSrr38ssvN1APpMnMf8+cOVM+ePDgABaLZYyLi6uzsLCAk5OTPjc3V7p3716bjRs3Ou/YscP+m2++KW27Xdt6Fi9e7NG7d2/F8ePHSwoLCy379evHN6/ncDitAWBsbKzy9OnThbt377ZNTEz0nTNnTrW9vb0uOjq68eDBgzf/VGN1oIP2ogICAtRXr159aOxPcnKy765du4ojIyPVqampDqdOneKa11lbW7eeA4/Ha87KyuJERkaqXV1d9QUFBdJly5a5KJXK+wKKyZMn10kkEuHIkSPldPp9q1rH9MjlcvrAgQMD1qxZ4/zmm28+FKi2RaPR0LdvX1Xfvn1VsbGxjVOnTvVZv359BQCIxWKNWCy+N3/+/HsODg5dq6qq6O3dGxRF3bdw7Nix9StXrvSorq6m5+bmcuLi4hobGxtpXC5X117g9WBbdMTCwsJo7k4IABqN5r6bhsViGQGAwWAYdTpd67qO7tG295DRaKTWrVt3Oz4+vrFt2e+++87mwe1/S5vjgF6v7/A4/oiOfpMAYGlp2faeNGq1WspoNKK9+//8+fPsRx2HWq2mWCzWY71c+SP+7u+cCIIgiH8rnQ4oKjJ9j4fLBTZuNEUOv8zUBg8PqPUa3G26iw9/+hC5d3Px/ovvw5XrjnNGI3aw7RFZacC+SUBwD2DJPIC9awvs1iyGETBFJFlZrbvTd/YGVXob6h42eF+owrAKQEsDopy7wpHjYAp49HSA0YII2kz8vCsZmmHDgEYP4Msffwl4TP8Hv2iRKZ6ytQW8vQELC/wz0GhAVNRjBzwA4OTkpNfr9ZS5W0xHunbt2lxeXm6Zm5vLBICMjAyHmJgYRUBAgNY8EH7RokX3AKCystLyxIkTVgCwbds2+6ioKCVgGoTt4uKiXbdundu0adNqfinL0Ov1SExMrF+1alX5jRs3OOZ9ZmZm2gHA0aNHrblcrt7BwUHf2NhI9/T0bAGAtLQ0R3RAJpNZenh4aBcsWFAzYcKEmpycHE6fPn2asrOzrc3noFAoaNevX2cCwOzZsz0yMjI6/emGfEBwcHBzbW0tw9wOGo2Gys7OZgGmbnve3t5ajUZDbd++3b6jOpYuXVq1bt06t5ycHJZ5mUqleuiiBwYGtixdurR87ty59zqqy8HBQZ+amnp7w4YNLg8GBm2VlpZanD17tvUaZGdnczw8PFoAU7c0c4Bx48YNFp1ONzo6Oup79Oih2Lx5swNgGhdjZ2ens7e3v+8h2dbW1hASEtI0ffp07/79+zcwGAzY29sbPD09W9LT0+0AUzbswoUL940HMjt58iRn+PDhPg8u9/f31xQXF7PVajUll8vpZ8+eteno3No6fPhwJ5VKRVVVVdEvXrzIjY6ObnqwzIABAxo++eQTJ3N7Xb9+ndnY2EgbNGhQ45YtWxzNY7Gqq6vpDg4OehsbG715vM4XX3zhEBkZ+cgsYnR0tPLrr7+2B4BLly6xZDIZ58Eytra2+qampnZ/6G23v379OrOystIyODi4ub2yANDR/d+1a9fmO3fuWObl5TEB4MF7srCwkCUWi9WPOpe/0nOV6SEIgiCeE0YjUFUFvPkmcPOmqXubs/OvM7V5e0NHAyrqK3D29ll8ceULTAmdgoH+A3HXaMS7TDuw9MDdMTQwLIH3Pgbszx1DpwVJMNJooDw9geJiU2YDgN7dDVR5ORrdrDF3cCO+rAVAAcO8+qIBGpwsOw8YaABoiFQtR+HpEDQNHg6qwRfGzSeBJmeYA54pU4BBgwAbG6BzZ1NC6t+qV69eDceOHbMeNmyYoqMyHA7n/9k777iq6v+Pv87d98K97I1s7r3cyxBRFAXNLSk5cZVoDlxprtDKXKlpSinmINMKK0eamVaa5t4DFNlDQWTJ5u55fn9cL19UcORo/M7z8fBRnHPuZ53PhfM670Vu2bKlKDY21tdgMCAkJEQ5b968Fh+yfXx81Nu3b7ebNm2ap7e3t6b5dSNHjqzZuHEjwxwEX1RUxJwwYYKX0WgkAGDZsmVNcQs2NjaG0NBQsVwup3/55Ze3AWD+/PkVEydO9E5KSnKOiopqfLhvM0eOHOEnJSU5MxgMksfjGb7//vvbrq6u+uTk5KKRI0f6mN2oFi9eXBocHKzJysriDh48uL6ltj7//HOX5OTkpniQysrK9Nb6NcPhcMhdu3YVzpw500Mmk9ENBgMxderUyvbt26sXLFhQFh4eHuDm5qYNCAhQPmy5MRMeHq769NNPS+Li4rwVCgXNxsbG4ObmplmxYkXZw9e+99571U8aU5cuXVQBAQGqr776yqZXr15yc0yP+fxbb71VPXz48Pp58+a5V1ZWMtlsNmlra6vbunXrHQD47rvv7BYsWNCGw+EYGQwG+dVXX91mMBhYvXp12ejRo72EQqGEy+Uav/nmmxYtacOHD68bP368z6FDh3LNx3bu3Hlr0qRJnqtXr3bR6/XE4MGDayMiIh55wC4qKmJzudxHTBt+fn66mJiYuoCAAKm3t7daKpU+lYtYaGioomfPnv5lZWWsefPmlXt5eekyMjI4za+ZPXt2dVFRETsoKCiAJEnC1tZW99tvvxUOGzasMTU1lde2bdsAJpNJ9urVq+GLL74o/frrr29PnTrVc+bMmTQPDw/Nzp07ix43hnnz5t0bOXKkt1AolEilUmVQUNAjwsvZ2dkQFhYmv59yvGHOnDlNVrqEhIR7Y8aM8RQKhRI6nY7k5OSiltbIzOP2/4YNG4oHDBjgZ2trq+/YsaM8Ozu7SXyePn2av3r16tKnWdcXQatm5X8z7du3J682D0iloKCgoPh30dBgygCwbBkwf74plockTYkL3NxAWlqiTFaGW/W3MHDnQLgJ3PDLyF9AMthYBxo28J0Rth24NgFYlQKMdUqDw6Ao0LRqQCAAQZJAfT0AQO9oD8gacc+KgRFxKpzlmf4uTvIbgiJtFY7eOQOQBKC1RNuyDai4Y4GKLm+BVu8H4/YTgNIeZsHTr5/JymNlBfj7mwxUrwKCIK6RJNm++bEbN24UhYSEPPGB9WVy7tw57po1a5x//vnn53b7ys3NZQ0YMMA/Pz8/s6XzcXFxHqGhocrZs2c/ds7h4eGitWvXlnTt2vWZ4hz+KpGRkf5nz57NfxV9UTw7kydPdh8/fnxNx44dn9viMGfOHFdLS0tD87goipYpKSlhDB8+3OfChQt5T7766blx44Z9SEiIV0vnKEsPBQUFBcU/C40GOHYMWLXKlLTgnXdMx+9nagOfjzpVLRrUDUj4IwEagwab+m8Ck8HGZYMO2/lt4FVK4toEArHxQKyoCPav9wVNqwEYDBBcLlBmeqGttxbAoFahwJZEzGgVingk6ADmBYxBmrLovuABoHCE15UfUGtRjooub4LRKIR+20lAZQuz4AkJAebNMxUf9fZ+dYLnn0yXLl1UV65cadTr9XiZtXqkUmkAl8s1JicnP13s0iuEEjz/bB7OXEbxarh16xYrMTHxlX5fKUsPBQUFBcU/B6MRuHkTiIkxubIdOWKq5qlQmAqHOjtDpVejuL4YW1O34rOLn2F9v/UYJhmGaqMB7zCtcIHDB7sjgTZa4OtvaxA2OAKMO7cAkCC8vYHCQgCA3oIHLYeJC9YyDBlBQs4iwQawRBKHE4piHC4+ZRI8tX6w/u0Q7NudQ4F4MliNEmiTTwJqa5gFj6sr8O23Jlc2sdhUk+dV8k+19FBQUFC8Sh5n6flPJTIgCCKGIIgvGxoannwxBQUFBcU/j+pqU4a28nJTAVJbW1OmNhYLcHKCnjSgtLEUNypvYN2ldRgmGYZhkmHQANhnAM7wBLDbSgA5wOINGrR9+3UwigtBGA0gxOImwWNgsaCy4uEHjwb0fdMIOZOEDQ3YKu6Lk2bBAwBlYWCmXIBr5xMoCIgHuyEI2i2nHhA8lpZAcjJApwM+PoB9qyHwFBQUFBR/F/8p0UOS5EGSJOOtrF5ZcVcKCgoKiheFUgkkJgJ//mlKYBAW9kCmNpIgUC4rR526DrOOzIKnlSdW9lgJEkCORoUtfBcIKoDKmcC8T42IXjEcnOuXQZBGkAESIMuUvdZIp6PWzQYfS6sxaaDJmOPFAA55e2OnSoffzYKnsCfwzRn4D/4BWd7TwakLhfar44DGGmbBw2AAW7eaLDyenn9j8VEKCgoKisdCxfRQUFBQUPz96PXAwYMm0fP668DEiSb3No3GpCYYDNSpaqHQKvDh8Q9Rq6rFwVEHYcGyQJVBh2SmHe4xGcBwYOAwEpMvTIPVH7+YUlP7+gHZJsFDEgRuBzhhbmAZDogBkEBbOoFfPJiYoXXBryXHAQBE1jCQP+6C3+gNyPKcA3ZVJ2DnIZBK66YhEwSwZo3JGNWmjWmY//jioxQUFBT/T6F+PVNQUFBQ/L2QpMkK8+67JvWQmGg6rlCYgmU4HCh1StyT38OerD04eusoPur6EQIdA6EhSZzQGnFQYAV2CuB7D1jh+ilcdiSDpNFBuroBhQUgYLLoXA13w7AuZfjlftnJ3koGTvmQWKj2wv6S8wAAVuZYkHt+hOvgJBT4zQGrIgqWB3+Cus7mgWHPng1Ipab4HT8/k3sbBQUFBcU/E0r0UFBQUFD8vdTVAdOmmVJIJyebCtw0y9SmN+pR1liGwvpCrDizAn18++Dttm+DBFCoUeALvjtotQTI+UDSwJ8gXbsARiYLpMAKRFlpk+A51N0dAyPvItPJlIF6VBET+4OBhfVW+KbclDXVtvBtaH/8BoI+61AWPAfMuz3gfikFNSXOMLu0AcCgQUD//gCPB0gkJjc3ikeRy+VEhw4dRHq9/u8eyj+OOXPmuC5atMjp4eOhoaHil913UlKSXVxcnMeTxuPm5hZUXl7OAID58+c7+/n5SYVCoUQsFkuOHz9u8bg+wsPDRadPn36kKCbFo+Tm5rL8/f2lAHD69GneuHHj2gCmgqxHjx5tWudPP/3U4YsvvrB7mWMZOnSo19dff20DAAMGDPC5efPmf6bSGPVrmoKCgoLi70OjAZYuBc6dA1avBgIDTRYeKyvAxgYkSaJcVg6FToEZv82ALdcWiX0SQRAEqvRqfE+zRyGXCYwDlg+4iX5rh8PI5pr0idxUX5IEsGWAC+aG3AUIAjoaiblXGJgV64QlNaVYX29KfuNdPRa3d2wDs+tnaOw8F4zb0Qgu+xzXrns+MOSQEFPZIAAIDf3/XXz0SWzYsMH+jTfeqHuZ6apfJTqdDkwm86X2kZaWlvMy29fpdM/8mWPHjlkcOXLE+ubNm1lcLpcsLy9naDSaVxK99rLTnbfEq7jPrdG1a1eluYbU8ePH+ZaWlobevXsrACAhIaHFor0vi6lTp95bsWKF865du4pfZb8vC8rSQ0FBQUHx92A0Anv3Ahs2AEOGAG+++UCmNhAEapQ1UOqU+Pj0xyhuKMbG1zfClmsLDWnEFTXwg8AG+B2IrqxBwnedQLLZIHRakKQRhF4PEsD7w+0wrX056CQBFZ1E4jEaYqM74NO6u1hbbyrbEEqOwO0vvgbRJRG6HnNBz38DXVWrce2o8IEhOzqaaqZqNCbBw6PeYz+WPXv22A0fPrweML21Dg8PF/Xr18/H29tb+sYbb3gbjUYAwIEDB/gBAQESoVAoiY2N9VKpVI88UOfm5rK8vb2lQ4YM8RIKhZJ+/fr5yGQy2oEDB/i9e/f2NV+3f/9+QZ8+fXz1ej2GDh3q5e/vLxUKhZKlS5c6AiYLxPjx49uEhoaK/f39pSdOnOABwIkTJ3ihoaHigIAASWhoqPjGjRtswGQViY6O9unRo4dfVFSUsLi4mNm+fXuRWCyW+Pv7Sw8fPmwJAD/99JOgbdu2YolEEhAdHe3T0NDwl56xeDxe6JPW68yZM7wOHTqIpFJpQGRkpH9xcTETABITE+0DAwMDRCKRpG/fvr4ymYwGmN7eT5w40b1jx47CadOmuT/rmEpLS5m2trZ6LpdLAoCLi4vey8tLBzz53q1evdphypQpTX0mJSXZjR07tg0AbNq0yTYoKChALBZLRo8e7Wm2CPJ4vNBZs2a5BgcHi//880/L1sbV3CrxtGvn5uYWNHXqVLegoKCAoKCggIyMDHZLa5SZmcmOioryl0qlAWFhYaK0tDQOYCqq2bt3b1+RSCQRiUQSsyVmyZIlTv7+/lJ/f3/psmXLHAHTnvXx8ZGOHDnS08/PT9qlSxd/uVxOmO+hSCSStG3bVvzZZ585mudw6NAhfvfu3f1yc3NZKSkpDlu2bHESi8WSw4cPWza3xp0/f54bEhIiFgqFkt69e/tWVVXRAdP+Ns/Py8sr0Lw/9Xo9Jk+e7B4YGBggFAola9assQcAo9GIuLg4D19fX+lrr73mV11d3aQw+/XrJz9z5ozgrwjlfyKU6KGgoKCg+HvIzDTF8fj7m6w8Op0pvsfVFaDRoNQpUaWswuGCw9iXvQ9zOs1BJ/dOJrc2pQIbOW2g1RFwWapDSnoH0ECCrlLCwGWDptFAQwdGjbPEakkNBBoCGjqJnT8RCO7RCxu1l7HhfnWDrvzBSF/xHRD5Ccje74GWMxT92Etxcl8gmru0cTimTG0qlUnwWFv/HYv2Fxk/vg3Cw0VP/NehgwhSaQA6dHjytePHt3lcl2q1migpKWGLRCKt+Vh2djZ348aNJQUFBZl37txhHz161FKpVBKTJ0/23r17d2FeXl6WXq/HmjVrWqx0VFRUxJkyZUpVXl5eFp/PN65Zs8YhJiZGVlBQwCkrK2MAwPbt2+3GjRtXfeHCBV55eTkzPz8/My8vL2v69Ok15naUSiUtLS0tJykpqTg+Pt4bAEJCQtSXL1/Oyc7Ozlq8eHFpQkJC04N6amqq5c6dO29fvHgxb/v27bY9e/ZsyMnJycrOzs7s2LGjsry8nLFy5UqX06dP52VlZWW3a9dO+fHHHz/iuvastLReGo2GmDlzpseBAwcKMzMzs8eOHVs9b948NwB488036zIyMrJzc3OzRCKRKikpqSmBemFhIefcuXN5W7dufeZinIMGDWosKytjeXl5Bb711lsev/76q+X9dXzivRszZkzdb7/9Zm3+ee/evbajR4+uS01N5ezdu9f26tWrOTk5OVk0Go3csmWLHQCoVCpaYGCgKj09Padv377yF7V25nMCgcBw8+bN7MmTJ9+bMWNG0z5uvkYTJ0703LRp053MzMzsNWvW3J06daoHAEyZMsUjKipKlpubm5WZmZnVrl079ZkzZ3g//PCD3bVr17KvXr2anZKS4nDu3DkuANy5c4czc+bMewUFBZlWVlaGlJQUGwCYMGGC12effXbn+vXrLVr2RCKRNi4urmrKlCmVOTk5Wf369XtgHcaNG+e9cuXKu3l5eVlSqVQ1f/58V/M5vV5P3Lx5M3v16tUly5YtcwWAdevW2VtZWRkyMjKyb9y4kf3tt9865OTksHbs2GFdUFDAzs3Nzfzmm2+KU1NTm9aJTqfD09NTffHixf/E653/hr2ZgoKCguLfRWMjMH68KU313r0mHzGl0pQCjcmEzqBDWWMZKhWV+OD4B4hwj8DMjiafsntaJX412uO6DRO090j8WBwLG2UZ6BoNtHw+mDIZqnnAwLEsXHCSg68BjDTgyA6AFt0VKwTncbTRAADo5fQ6Li7YAUOXlUD3xSAyRiLGdj6OfhcMo+F/godGA5KSTLE7AQEmQ9R/EqWShoICLvz8VLCwMD5PUxUVFQw+n/9AME9QUJDC19dXBwBSqVRZWFjIEggEBnd3d01wcLAGAMaNG1ezceNGRwD3Hm7T2dlZ26dPHwUAjBkzpiYpKcmRRqNVDh8+vGbr1q2206dPr0lNTbX86aefbtfX19NLSkrYY8eObRMTE9MwePDgRnM7o0ePrgWA6OhouVwup1VXV9Pr6+tpI0aM8C4qKuIQBEHqdLqmDRAVFdXo5ORkAIBOnTopJk+e7KXT6WjDhg2r69y5s2rnzp38wsJCTnh4uBgAdDodERYW9pce1p+0Xra2tvr8/Hxujx49hIDpTb2Dg4MOAK5du8ZdtGiRm0wmoysUCnq3bt2aChcOGTLksW6GBEG0WK2eIAjSysrKmJGRkXX48GH+n3/+yR87dqzvokWL7nbo0EH5pHvn6uqqb9OmjebPP/+0kEql6lu3bnF69+4tX7VqlUNGRgYvJCQkAADUajXN0dFRD5getseNG1f3otfOfG7s2LG1ADBp0qTahQsXNoke8xo1NDTQ0tLSLGNjY5ssiFqtlgCA8+fP8/fu3XsbABgMBuzs7AwnT560fP311+sFAoERAPr371934sQJfmxsbL2bm5umc+fOKgAIDQ1VFhUVsWtqaugymYzev39/OQCMHz++5vjx409db+Xhz0+aNKkmNjbWx3w+Nja2DgA6d+6seO+991gAcOzYMUFOTg7vl19+sQEAmUxGz8rK4pw6dYo/fPjwWgaDAS8vL11ERISseV/29vb6kpKSv8fX7wVDiR4KCgoKileLXg8kJABXr5qUhL+/KXGBmxvA4YAkSVTIK6A1avHOb++ATWdjQ/QG0Gl0qI16ZMhp+NLGFkgFPt69DhFVh0AzGKDm88GRyZBjD/QfQ0OJpRY8LcAhmDj6lQ7qbu0R75OJdLnpWbSPWy9kffoV5O1WAd2WA9fjEGM/DxcOSKFUPugIMX8+4O4OeHgA3t5/x6I9J9u3lzzVdUYjcPEiF506qZ43/7aFhYVRq9U+0AibzW56sKbT6dDr9QRJtvisjYKCAuaAAQP8AWD8+PFVAwcObCAeKoJk/nnq1Kk1/fv39+NwOGRMTEwdk8mEg4ODISMjI2v//v2CTZs2Oe7evdv2xx9/LGr+uebtzJ8/361bt26yo0ePFubm5rJ69OghMp/n8XhNAjA6Olp++vTp3H379lmNGzfOe+bMmZW2trb6yMjIxoMHD97+S4vVCq2sF+Hn56dqyUIQHx/vvXfv3oKIiAhVUlKS3alTp/jmc5aWlo8VsXZ2dvry8nJW82MKhYJub29vAEwP+AMGDJANGDBAFhwcrNqxY4dd+/btlU8zj2HDhtXt3LnTRiwWq6Ojo+toNBpIkiRiY2NrNm7cWPrw9SwWy/g0cTwMBoM0GEwvMIxGI5oL1ZbWzvwzrdnebi72zGtkMBjA5/P1OTk5WU8zv9b28P25NB8HqVKpaCRJPrIHXyQcDocETPfMYDC9vSFJkkhMTLwzdOjQxubXHjp0yOpxY9FoNLTm+//fzH/KvY0giBiCIL5saGh48sUUFBQUFK8ekgS+/96Upe3NN4GhQwG53JT3mW96PjPH8Xx24TNkVmXi836fw4XvApIkcVuuxBaDB5QWQETCTSwomQOAgNrSEhyZDMd8gE4TgWoOCYIEnIxcXN6kgzEwAMPb3Ua6ohoA0NM1CnV7PsNdz/UmwXNtIl4XvI/88xLcq3zwT+PgwUD37oCdHSB+6Xm1/mZoNKBz5+cWPADg4OBgMBgMhFKpfOzTXdu2bdWlpaUsc2xFSkqKXVRUlMzPz0+Xk5OTlZOTk2UO4C4vL2cdO3bMAgB++OEH286dO8sBwMvLS+fk5KRLTEx0mTRpUvX9axkGgwHjxo2rX758eenNmzebXHR27txpAwBHjhyx5PP5Bjs7O0NjYyPd3d1dCwDJycn2aIW8vDyWm5ubbu7cudVvvfVWdWpqKu+1115TXL161dI8B5lMRktPT2cDwPTp091SUlKs//JCPkRwcLC6traWYV4HjUZDXL16lQOY3PY8PDx0Go2G2LVrl+2ztNuzZ0/5kSNHrOrq6mgA8O2331qLxWIlg8HAjRs32M2zeKWlpXHd3d21rd27h9t+66236g4fPmzz448/2pqtbP369Ws8dOiQTWlpKQMAKisr6Xl5eayHPwu0voaenp7aa9eu8QDg+++/t24ubB5HSkqKLQBs27bNJjQ0VPHweVtbW6O7u7t2+/btNoBJUF24cIELAF26dJGZXfj0ej1qa2tpPXr0kP/222/WMpmM1tjYSPvtt99sunfv/sg6mLG3tzdYWloajhw5YgkA33zzTYv3is/nG2Qy2SPJ8O3s7AwCgcBgjtfZtm2bXURExGMti717927YvHmzgzkBRXp6OruxsZHWrVs32Y8//mir1+tRXFzMvHjxIr/5527fvs0ODQ1VP67tfwv/KdFDkuRBkiTjraye2kJIQUFBQfEquXnTFMcjlQLLlpkytQkEpgqfABRaBapV1Thfch7b0rZhYruJ6O3TGwBQqVLgpMwZ530YsNikwcE/X4OBw4GWxQRHLkdyGNDvLYBroEHGJCHW8nExSYU6oQf69ijFHbUppKOvUxCsry/BFdrXQORq4MpU9GIvgLrUD9lZDz5fBAcD06ebvO9CQqhaPM9K165dG/74449WA9EBgMfjkVu2bCmKjY31FQqFEhqNhnnz5rWYpcrHx0e9fft2O6FQKKmrq2M0v27kyJE1Li4u2rCwMDUAFBUVMSMjI0VisVgyfvx472XLljXFstjY2BhCQ0PF77zzjmdycnIRAMyfP79iyZIl7u3atRObrQctceTIEb5EIpEGBARIDhw4YJOQkFDp6uqqT05OLho5cqSPUCiUhIWFiW/evMkBgKysLK6rq2uLkeCff/65i5OTU7D53+PWyQyHwyF37dpVuGDBAneRSCSRSqWSU6dOWQLAggULysLDwwOioqKE/v7+j31Q3bt3r13zvu3t7fWTJk2616lTJ7FYLJZ8+eWXDtu3by8CgMbGRnpcXJy3r6+vVCgUSnJycrirV68ue9p75+DgYPD391eVlpayu3fvrgSAsLAw9cKFC0t79uwpFAqFkh49eghbc6NqbQ1nzJhRdf78eX5QUFDAxYsXLbhc7lNZJDQaDREcHCzetGmTU1JSUotW0J07d976+uuv7UUikcTf31+6b98+awDYvHnznVOnTvGFQqEkMDBQkpqayo2MjFSOHj26pl27dgFhYWEBY8aMqerSpYvqcWPYtm1b0cyZMz3atm0rNieIeJihQ4fW//rrr9bmRAbNz3399de358+f7y4UCiXp6encVatWlT2uv9mzZ1eLxWJ1UFBQgL+/v3TSpEmeOp2OGDNmTL2Pj49GJBJJJ0yY4BEeHt4k1kpKShhsNpv09PT8T2QyaNWs/G+mffv25NWrV//uYVBQUFBQNEcmA7p0AYqKgMOHTYExDIapICmNBp1Bh6L6ItSoahD9fTTaCNrgwMgDYDPYUOo1uFINTGJ5QQHgsLQvXqNdBKHRgK7TYl4fYF0E4N1Ix22BAVEyW/yS3IAcX2v0HaZEo8H0/BFj6wRP1Rf44tRJIHwjcHEmOhPz4GHjjF0/PPi8ZW8PfPutSfB07AhYPvbR/e+FIIhrJEm2b37sxo0bRSEhIdV/15gA4Ny5c9w1a9Y4//zzz8/t9pWbm8saMGCAf35+fmZL5+Pi4jxCQ0OVs2fPfuycw8PDRWvXri0xpwV+2URGRvqfPXs2/1X09V/lRa6hm5tb0NWrV7NdXFyo4lFPYOnSpY4CgcD4pO/UP4kbN27Yh4SEeLV0jorpoaCgoKB4+RiNwIwZJkvP1q2m+B2drilTm5E0okxWBiNpxKzDs6Az6LCp/yawGWwYSSNuNWqRVOoHxWsE3hqwA92YV8BoVEDBMGL0KOBXISBuYCLHSodB1Q745ns5rnhxEDOkEWqD6SXlYD4LYYKlWHTsDyB8K3B+Ltqp56FdWzts3PCg4GGxgM8/B5hMk4XnhQoekgRIPUD7T8QGP5YuXbqorly50viya61IpdIALpdrTE5OfrrYpVcIJXieH2oN/x6sra0N06ZNq3nylf8OKNFDQUFBQfFMmD0EnikQ9+uvTWaTSZOAvn0fyNQGmOJ4NAYNvrz2JS6VXsKG6A3wsTElIypXKHCi0BUXO9Pg8GMlNp+fA059PW5bAQNHA1kOQEADE9lWOkwtdsSKwzoc8dDjzcEG6EmTt8sbFsAwr2l4e/c5GNvtAM4sQED9HPTta4XPEpl42OlhyRJTmJFIZLL4vFC0dYBeBVi4veCG/5nMmjXrhTw0iUQibWtWnszMzOynbefy5cu5L2I8FP9OSktLb/7dY/i38O677/5nBA9AiR4KCgoKimekQl6BRk0j6DQ6mDQmGDQGGDQGmHQmmDQmaAQNNIIGOo1u+v/0m6C9+y7Qrh3w/vumxAX3M7UBgFwjR42qBjcrb2LdpXWIlcRiSMAQAECjRoWcCgusZ/NAqEn8snAYLOuqccENGDwKUDEAXzkTOQIdlmU4Iv4mC995VOHdaBJmHdObCyzx6oJuh+5CK9kLnPwIXuWzMPItSyStY0GjeXB+b78NhIWZsrS5P3MZxyegV0LeUAAVWHD4fyJ6KCgoKP4JUKKHgoKCguKpUevVaNQ0gs/mw0gaYSSN0Bl10Bg0MGpNPwMmaxABAoRcDo/hsWAw6ShNXAyivhgMW3sw6Vow1Q0wkAbcbbgLtV6NGb/PgJe1F5Z3Xw4A0Bv1KGowYu1xa6jm0jF15hZ0yjuLnYHA24MAJznAIeko4unw5Xk7dJfb4rM2Ofg08n/j7cxjYocbD6FneZB57gWOL4XzrVmIf4eDr7exUPPQe8wuXYBRowBHR5PoeQFJzP6HUQ95Qz7uKOrA51i/wIYpKCgoKJ4EJXooKCgoKJ6aKkUVmHSTS5rZotMqJAmr9xLAzr+F6i/Xg7C2gpHHhZrPg1LTAL1RjzJZGfRGPRafXIxaVS1W9liJCkUFmComKmQq7P/JFelTLOF6vhTrN03HktcILH2NRGgZUGZFQEU3YN8RK7g7emOxy1V8HwwQIECCRKAFH786ydAtzxPlNkeBo5/AKmsm3p1P4NdDLOQ/FCXg4WEyRNnYmNzaXmgICklC3nALd2UVoNOYkGsfyZJLQUFBQfES+U+lrKagoKCgeHkodUootApwGJynup67fQcs9h6AbOoEaCM6gM7igOnoAjaTAy6TC61BCwaNgSOFR3Dh7gXM7jQbbV3awpJlCaVWh+tX6djp6QtCYMTud2IwdpARS18j0bcAKLADaEYSv+3ngvD1xzw7k+Ch3Rc8njw7/Okkw+Aye6QT6cDhz8C+NgfvJ2iQlsrF2bMPjtXCAlixwpQ5Wyhs8rx7Ychld3G3vgBslhXuKWvQqHlsSQ0KCgoKihcMJXooKCgoKJ4ISZKoUlSBw3w6NcC4ng6r95dAEx4G2dTxpuxtzs5NhW7kGjnqVHUori/G+kvr0c2zG4ZLhwMA1DoNMorrsGOPJ/RjmBizLhHvtUvDziBgdDpwwgtwkRM4sZONkm7t8IH1VZz0AuigwQgSDhwb/OzGQFwFHSfV1cBvG0C7MhPvJFxHerEce/aYo31IACRoNBLzFyrh6qmEm6caHAst9Eb9Y6usPwsKVQ3u1twEm2WNSkU1suvyodL/J2r9PRG5XE506NBBpNdT2YEfZs6cOa6LFi1yevh4aGjoSy+Bm5SUZGdjYxMiFoslvr6+0sTExKZ0HXv27BEEBgYG+Pj4SL29vaXx8fFNkW2bNm2yFQqFEj8/P6lIJJKMGDHCs7q6mg4AO3futAoICJCIRCKJr6+vdM2aNY9NAdLa/F8khw4d4nfv3t0PMM05Li7O40ljcHNzCyovL2cAAJ1ODxOLxRJ/f39pdHS0j0wm+9ufm8PDw0WnT5/mAUC3bt38qqur6dXV1fRVq1Y5mK8pKipi9uvXz+dljyU+Pt79l19+4T/5yn8Gf/vNo6CgoKD456PUKaHSq8Cit1gw/QGIhkbYjJ0C0tISdYkfAwY94OLSlKlNa9CiUlEJI2nEB8c/gB3XDou7LQZBENAb9Mgou4PzU/S4vc4LdldP4lR5Am44AxOuATuDgJAqGk7toOPkkPZIsDiHPHuY0l7DCDuONbb4B2NBaSWOKA3Awc3A5emY+95NaLXu2P2VGwACaEpzQCB2bDX82t0FzfouVMw7KKorQmFtIfJr81FQW4Dbdbdxt+EuKuWVqFHWoEHdAIVWAZVOBY1eA51B1xTL9DAKdSNKKlPBZlrinrIWqZXpePf4Miy98PkLE1X/ZDZs2GD/xhtv1L3MdNWvEp3u5ddoTEtLy3mZ7ZvnEBMTU5eTk5N1+vTp3OXLl7uVlJQwrly5wpk7d67Hjh07bt+6dSszLy8v08fHRwMAe/fuFWzcuNHpyJEj+QUFBZmZmZlZERER8tLSUoZGoyHeffddz0OHDuXn5uZmZWRkZPXp00f22IG84Pm8DNhstjEnJycrPz8/k8lkkomJiQ7Nz//dYv7UqVMF9vb2hpqaGvq2bdsczce9vLx0hw8fvvUy+9br9Zg3b9691atXO7/Mfl4klOihoKCgoHgsJEmiUlEJLoP7NBfDatpsMIpLUPfZChgtLABHpyZ/MSNpRKWsEnSCjk/Pf4pSWSlW9FgBK44VNHoNMivyUJWQiz3jhgI4DNWBXtDQgZE3gW1hQO8iOv78hsS3cSFYYHkOCjYBPYMBI0hYsa3wvjQGGwtO4w8FgANbgWuTMTE+G0yeJbZ/4QSDnobmgieiqxIjRuvQxskSPu6W4HMsYcm2BJ/NhyXLElwGFwwaA3pSD4VOgXp1PSoVlSiVlaKksQTFDcW4VXcLBTUFyKvOw63aW7jTcAflsnIU1xUhs+wMdEYt7sju4fTdS5hzcinYdBauV2XhesX1l3PD/kHs2bPHbvjw4fWA6a17eHi4qF+/fj7e3t7SN954w9toNInFAwcO8AMCAiRCoVASGxvrpVKpHsmHnpuby/L29pYOGTLESygUSvr16+cjk8loBw4c4Pfu3dvXfN3+/fsFffr08dXr9Rg6dKiXv7+/VCgUSpYuXeoImN6Ujx8/vk1oaKjY399feuLECR4AnDhxghcaGioOCAiQhIaGim/cuMEGTBaC6Ohonx49evhFRUUJi4uLme3btxeZLQCHDx+2BICffvpJ0LZtW7FEIgmIjo72aWho+EvPWDweL/RJ63XmzBlehw4dRFKpNCAyMtK/uLiYCQCJiYn2gYGBASKRSNK3b19fs2Vi6NChXhMnTnTv2LGjcNq0aQ/kJHRzc9N7eHhoCgoKWCtXrnSeO3dueWhoqBoAmEwmFixYUAUAn3zyicuqVavuent76wCAwWBg1qxZNSEhIZr6+nqaXq8nnJyc9ADA5XLJkJAQDQDk5eWxIiIihEKhUBIRESHMz89/4M1JamoqJygoKKD5fRYKhZLHzTM8PFz0zjvvuHXo0EG0fPnyl2otMhMZGSkvKChgHzp0iN+xY0dhTEyMt0gkkur1ekyePNk9MDAwQCgUSppbuBYuXOgkFAolIpFIMm3aNDcAOH/+PDckJEQsFAolvXv39q2qqqKb5zR16lS3oKCgAC8vr0DzvpLL5cSAAQN8hEKhpH///j5qtbrpu2G2Ss2dO9e9pKSELRaLJZMnT3bPzc1l+fv7SwFAqVQSw4YN8xIKhZKAgADJwYMH+YBpX/fp08c3KirK39PTM3DKlClN+6K1vezm5hY0b948l7CwMNH27dtthEKhtr6+nnHnzp1/xVuNf8UgKSgoKCj+PuRaOXQGHTjsJ7u28bZsA+/gYTTOngZtUABgYwvw/+f9UKOsgdaoxfGi4/i94HdMaT8FoS6hkGvkKKq7A+PGi/i0bjnQfQOI79+FfxUJUTXwdTvgzWwmvv5RhyXTpFhrdQ3OcgKVVnQYYIAlywLTA0dhb/Y3uKwiIfhjHRrSJiJm4B34ibRY/7kfFHKz4CFAo5Fw99Ti3fn1sLY21UhtyRhBEAToBB100J9qrYykEQajAXXqOpRW54Guq8cdvRaXytKwLu0rCFiWqFXXg0PQ8UhxoJfJ+PFtkJHBe+J1JAkolTTweEY8qQ5TYKAS27e3WgxUrVYTJSUlbJFIpDUfy87O5l6/fv2Wl5eXLiwsTHz06FHLqKgoxeTJk73/+OOP3ODgYM3gwYO91qxZ47Bo0aJ7D7dZVFTESU5OLurTp48iNjbWa82aNQ5LliypnDVrlkdZWRnD1dVVv337drtx48ZVX7hwgVdeXs401/Yxu2EBgFKppKWlpeX8/vvvlvHx8d75+fmZISEh6suXL+cwmUz8/PPP/ISEBPcjR44UAkBqaqplenp6ppOTk2Hx4sVOPXv2bFi9enWFXq+HTCajlZeXM1auXOly+vTpPIFAYPzwww+dP/74Y6e1a9eWP3HNH0NL6/Xaa68pZs6c6fHrr78WuLq66rdu3Wozb948tx9//LHozTffrJs7d241AMycOdM1KSnJ/sMPP7wHAIWFhZxz587lMRgMJCUl2Zn7yMrKYpWUlLAlEokmNzeXm5CQUNnSWAoKCridO3dWtnTOycnJ0Lt373oPD4/gLl26NL7++usN8fHxtXQ6HVOmTPEYPXp0zYwZM2rWrVtnN3Xq1DbHjh0rNH+2Xbt2ap1OR2RlZbEkEok2JSXFdtCgQXUajYZobZ4AUF9fT79y5corqbmk0+lw5MgRQZ8+fRoBID093SItLS1TLBZr165da29lZWXIyMjIVqlURIcOHcQxMTGN6enpnF9//dXm2rVrOXw+31hZWUkHgHHjxnl//vnnd/r37y+fNWuW6/z581233/8e6fV64ubNm9m7d++2WrZsmWu/fv3y1q5d68jlco15eXlZly5d4nbp0kXy8PgSExPvDhgwgJuTk5MFmISj+dzq1asdASAvLy8rLS2N8/rrr/sXFhZmAEBWVhbvxo0bWVwu1+jn5xc4b968SgsLC/Jxe5nD4RivXbvWtO5BQUHK48ePW44bN67+pd2AFwQleigoKCgoWsVIGlGlqAKX+WQrD/NKKqwWLoc6qjPkcSNN2QFsbJrOyzVyNKgbUKWswqqzqxDmEoa3Q95GnaoOZY1loO8/jS9TRqFx64fAH5vQ6zYTdJ0Oe4KAuVdYWPOrFtOnemKzfSZCKoBcZzq0MIDL5GJaSBx+yd6FLKUaUZmTcOrCu2jXvg69et7BV1+HovwuC2bBQ6cbwbUg8eHHtbC3f6Bk0HNDI2jQGDWolpWDT2hQQwJXKm7g89St4Fg4oFZegRge8L6tEW3ZwAkAVwAkvJjunx+lkoaCAi78/FSwsGjZZ+8pqaioYPD5/Af8f4KCghS+vr46AJBKpcrCwkKWQCAwuLu7a4KDgzUAMG7cuJqNGzc6AnhE9Dg7O2v79OmjAIAxY8bUJCUlOdJotMrhw4fXbN261Xb69Ok1qamplj/99NPt+vp6eklJCXvs2LFtYmJiGgYPHtxobmf06NG1ABAdHS2Xy+W06upqen19PW3EiBHeRUVFHIIgSJ1O16T6oqKiGp2cnAwA0KlTJ8XkyZO9dDodbdiwYXWdO3dW7dy5k19YWMgJDw8XA4BOpyPCwsKeO1tFS+tla2urz8/P5/bo0UMIAEajEQ4ODjoAuHbtGnfRokVuMpmMrlAo6N26dWswtzVkyJAH3AwPHjxoIxaLLVkslnHdunXF5vk9DZcvX+bGxcV5KxQK2qJFi0onTZpUt3v37uLLly/f+/333/lJSUnOx44dE+zbt68oLS3N4vfffy8EgKlTp9YuXbr0kepXgwYNqv3uu+9sV65cWbF//36b3bt330pPT2e3Nk8AGDVqVO0zL+hDEATR4psH83GNRkMTi8USAOjYsaPs3XffrT527JhlcHCwQiwWawHg2LFjgpycHN4vv/xiAwAymYyelZXFOXr0qOCtt96q5vP5RsAkDGtqaugymYzev39/OQBMmjSpJjY2tin2JjY2tg4AOnfurHjvvfdYAHD27FnLmTNn3rs/BpVQKGxReLbG+fPnLWfMmHEPAEJDQ9Wurq7amzdvcgAgMjKy0c7OzgAAfn5+6sLCQnZtbS39cXs5Li6urnn7Dg4O+tLS0if7Pf8DoEQPBQUFBUWryDQy6Iy6JyYwIGrrYBM3GQY7G9St/AhgsQAHB5itBeY4HhpBwwfHPwCHwcGy15ahWlGNalU1iDPXkLrWGefmrwZK/kDPeiEaGXm47AWsOcHGnNMajJzigD1OxehxC7jozYAWRrAZbEwLnYB92XtRJK/F+7pALP8xGa5uKkwYfxO//BaAm2kWaBI8DCNII4F5C2vh42eEkxNgafni1kulU6G08S5YunrUqpX4s+QC1qdtgwPXDpXyCgyyAHa7AEaCiasEgeEA9ry47lvnMRaZBzAagYsXuejUSfW8RYosLCyMWq32gUbYbHbTQyadToderydai20qKChgDhgwwB8Axo8fXzVw4MAG4iHrk/nnqVOn1vTv39+Pw+GQMTExdUwmEw4ODoaMjIys/fv3CzZt2uS4e/duW7OVoKV25s+f79atWzfZ0aNHC3Nzc1k9evQQmc/zeLwmARgdHS0/ffp07r59+6zGjRvnPXPmzEpbW1t9ZGRk48GDB2//pcVqhVbWi/Dz81Ndv379kdif+Ph477179xZERESokpKS7E6dOtVkZrW0tHxAxMbExNSlpKTcaX5MKBSqL126xIuIiFA93Lafn5/q/PnzvJiYGFl4eLgqJycnKy4uzkOlUjXd4/DwcFV4eLgqPj6+1s/PLwhA0dPMc8yYMXWxsbE+I0eOrCMIAkFBQZrLly9zW5snAJjFxPNgZ2enLy8vf+CBXaFQ0O3t7Q3A/2J6Hv5c8/1AkiSRmJh4Z+jQoY3Nr/ntt98ED++zJ8HhcEjA5DpoMBiaPvys7TTncbGDLBar+f4idTodQZIkHreXH153tVpNcLnc574Xr4L/VEwPQRAxBEF82dDQ8OSLKSgoKCgei8FoQJWiCjzmE7yiSBLWk98FvfIe6j5fCVLAfyBTmzmOh0lj4osrXyCvJg8LoxaahJCqEmR2HrQrbuCzST8B3OPw9ZiAu/o8XHcBvj3EwjvnNOg7xRJ7nKswKh247EWHmjCCQWdgcttJ+DH7JxTJKpBiz8L3Xx6AhYUB779/HZevuePIIbN7PQEa3QiDnoa4SQ2I7KaFjc0DhqjnRqVToVRWCrZBgVpVHX4rPo11qV/BkeeASmUVBlsS2OMCbPSfjgkesxFtHYI9ALq/uCE8PzQa0LnzcwseAHBwcDAYDAZCqVQ+9omtbdu26tLSUlZGRgYbAFJSUuyioqJkfn5+upycnKycnJyshISEKgAoLy9nHTt2zAIAfvjhB9vOnTvLAVPgtpOTky4xMdFl0qRJ1fevZRgMBowbN65++fLlpTdv3mzayDt37rQBgCNHjljy+XyDnZ2dobGxke7u7q4FgOTk5FYzj+Xl5bHc3Nx0c+fOrX7rrbeqU1NTea+99pri6tWrluY5yGQyWnp6OhsApk+f7paSkmL9lxfyIYKDg9W1tbUM8zpoNBri6tWrHMDktufh4aHTaDTErl27bJ+17ffff7/is88+czGP3WAwYMmSJU4AkJCQULFgwQL3wsJCpvl6c3xJQ0MD7dChQ00C69KlS1xXV1ctAISGhiq++uorGwBITk62bd++/SMWMKlUqqHRaFi0aJHr4MGDa580z4dJSUmxnj59utuzzrdnz57yI0eOWNXV1dEA4Ntvv7UWi8XKZ0m80bt374bNmzc7aDQaAgDS09PZjY2NtH79+jXu2LHD3hxXVVlZSbezszMIBAKDOV5n27ZtdhEREY+1CEZGRsq/++47WwC4cuUKJy8v75FfyFZWVgaFQtHil7b559PT09nl5eWs4ODgVtNHPm4vt0RhYSEnJCTkEZH8T+Q/ZekhSfIggIPt27ef9HePhYKCguLfTqOmESRI0GmPj2exWLcJ3CN/ouH92dCJ/E2Ch9n0XNQUx3Ol7Ap2Z+7GcMlwtLFqg1plLZj3qsFcmYK34xSAwAhGr/WQ7Z8JrQVwcDcD7e5qETWFjav2csw9B3zZkQ4lzTSmSW0n4afcfSiXVWC/C4lj+1fhTq0Xlq28iZISDlK2e8OUqQ0AQcJooKFrTwXefFsJHg9wdMQTw1aelibBY9SjVlaCfbfOYPvN7+Fk6YwKeQWGCJjY6ahDDbsNfAp+xvJSOYb6jkB3l9AXM4B/KF27dm34448/LAcNGtRqJi8ej0du2bKlKDY21tdgMCAkJEQ5b968qpau9fHxUW/fvt1u2rRpnt7e3prm140cObJm48aNjLCwMDVgSts7YcIEL6PRSADAsmXL7pqvtbGxMYSGhorlcjn9yy+/vA0A8+fPr5g4caJ3UlKSc1RUVOPDfZs5cuQIPykpyZnBYJA8Hs/w/fff33Z1ddUnJycXjRw50ker1RIAsHjx4tLg4GBNVlYWd/DgwfUttfX555+7JCcnNwXiV1ZWprfWrxkOh0Pu2rWrcObMmR4ymYxuMBiIqVOnVrZv3169YMGCsvDw8AA3NzdtQECAUi6XP10w2n06duyoWr16dcmoUaN8VCoVjSAI9OrVqwEARowY0XDv3j1GdHS0v8FgIAQCgUEsFqsGDhzYaDQasWbNGqd33nnHk8PhGHk8nnHbtm23AWDz5s13xo4d67V+/XpnOzs7fUpKSlFLfQ8ZMqT2448/dl+9enXpk+b58GcLCgrYAoHgie55e/futTty5Ii1+efz589nT5o06V6nTp3EBEHAzs5Ot3379hbH1xqzZ8+uLioqYgcFBQWQJEnY2trqfvvtt8Jhw4Y1pqam8tq2bRvAZDLJXr16NXzxxRelX3/99e2pU6d6zpw5k+bh4aHZuXPnY/ubN2/evZEjR3oLhUKJVCpVBgUFPVLZ2NnZ2RAWFib39/eX9ujRo2HOnDlNrqEJCQn3xowZ4ykUCiV0Oh3JyclFXC63VfPP4/byw9dqNBqiqKiI3bVr139FteVWzcr/Ztq3b09evXr17x4GBQUFxb8Wg9GAW3W3wGVyQSNaf+vPOn8Jdv1joe4RhbpVS0yCp1niAplahkpFJeQ6OUbtGwVnC2d80OUDaI1acFU61C9diJkRcpB6T2DkIrD3T4S9TIuDO2kQqI2IHktHkZURK/4g8Ul3OhpZJAiCwPiQCfi14BAqFZX43oaLNrWBiFx6BjPnFsHBphpLl3aAVkuHOVMbnQ54eOvwxfZqWPKBNu4Au9V3l8+GWfCwQKCyLhc/FBzBnsy9cOG7olxWhkE2Auyxa4SGLsBtSz9IGlJxzmiJRf1PY7Ft6Aux9BAEcY0kyfbNj924caMoJCSk+gU0/5c5d+4cd82aNc4///zzc7t95ebmsgYMGOBvTkzwMHFxcR6hoaHK2bNnP3bO4eHhorVr15Z07dr1mWIj/iqRkZH+Z8+ezX8Vff1/ZeDAgd6bN28ucXV1pQpCvUJSUlKsr127xlu/fn3Z3z0WMzdu3LAPCQnxauncf8rSQ0FBQUHxYqhTmWJVHyd4aNU1sBk3BQZXZ9QvfA+ws3tA8Gj0GlQqK8GkM/HB4Q+gM+gwPnQ8tEYtOEYarmz+CElRdcCd18AdPQTqXybAu1qHIzuASgHQZSIBOY9A8i8k3utLQyOLBAkgLigOBwsOolpZhcX69hgoSEPo6m0YOOQePNyqsGxpO5hCSUxxPGyOAWw2sCKxFpaWgLPTixU8JbJSGGhM3K7Lxd6cX3Ao9yDcBW6421iKAfZu2GtdCiONgWt2ndGt6jB+s34NPJ4vFtu0bYrp+Ue5uL1AunTporpy5UqjXq/Hy6zVI5VKA7hcrjE5OfnpYpdeIZTgefkcOHDghcZSUTwder2e+Oijj1rM9vdP5Jl+AxEEQQNgSZJkq2ZfCgoKCop/N3qjHrWqWliwLFq/yGCA9fhpoNXWoyplC0hnpwcCZIykEffk98CisfBl6pe4UXkD8e3iYce1A50ksGvHe/hNVAcidRxsO7ui5uy7CKqzwMntOlzwoGPUEANYLC527NNhyusE6jmAESTelL6J3wp/Q52qFoPvTcDCiGR89ONSsJ1cEdUtHxvXS1Bfb45LJsC10EOrpmPFZ9Vwa2OEre2LS1zQqFOhQFYGJZ0Nef1t7Lu5C78VHEEbqzYoaShBP+cA7LfMBo0AbvIjEVX1B9K5AejceB1aQy0cSRJ7CAJX8N8VPQAwa9asmhfRjkgk0rZm5cnMzMx+2nYuX778StIcU1D81xk/fnzdk6/65/DESEWCIH4gCEJAEIQFgCwAuQRBvPfyh0ZBQUFB8XdQp6oDjaA9kDFo05VNOHfnXNPPlqvX4ULRWSxb0An6IMkjATI1yhrojDpcLr2Mb65/gy5tuqCjW0doDVp8vm8ufrerg+DYh+AKLFGjXgkvZiAubZTjZwkdg4YbYMuyws69wNRoA2p4BAwwIjYgFkduH0G9ug5dqz/E5+JfcKM4GN9cmYUxY4vw0x43FBZaNY2By9NDpWBg8rsNCI/QPZxB+y9BAlABKNKpcE1WBhWdDZ2sHLtTk/FbwRF4WnmipKEEvdp0wC+WuWAQQCa/CwJk59FA48NF3wBrsh4O8nSg5Ed0xz8oXTUFBQXFf5inSc8iuW/ZGQTgNwAeAMa8zEFRUFBQUPw9aA1a1KpqH6nLE+IUgim/TsG5O+fAOnEGV3d/huFvMiGJHPJApjbAFMdTr65HlbIKS04tgaOFI94KfguVikos+/U9FNIaEHToQ8gcSqD0+wI88Zu4vPoW1kbSMCHGADEckHKAhnH9VKixMAmegcKB+LPoT8g0MvQyvI/hyhI4WVVi6rdfYuLUElw6z8fZs65NY2CxjVApGej1ugKjxyrBYDxf4gIjABmAOwBu6VQokZXBis6GVnkPX11KxB+3T8Lb2gvFDcXo6dUV+3nZYBJGFHHEcFdlgQRQx3KAg64MBoID0qEH4D7srw2GgoKCguKZeRrRwyQIggmT6DlAkqQO5shQCgoKCor/FHWqOjBojEfqQnTx6IIt/bdgysF4rNs8FiNG0LC503J0CRnwQKY2jV6DCkUFFBoFlpxaAplWhnc6vIOCmgJ8fHwxGHIlRh6MQ7o4FWRICtBtCbbtkWNhNyUWvWZEpNYNm46x8Wb3OtyzpEEPI/r59sPpO6eh1Ckx1HoeNHs7Y1L3bVj76zy062uHmmoG9uw21/cjQaObMrX5izVYtKIBRiPg4vKALntqdABqYSo2cg+AXqeCXFYGCzobjcoabD67EieLz8LHxge364vQ26cndvDvwsIoRw3DEYRRDYG+DiUcIbzVBSAJJuikGrTaC0Djzb92kygoKCgonpmnielJhun3/Q0ApwmC8ARAxfRQUFBQ/MfQ6DWoV9fDktVy0EsXxzBMuUbDik4azGN0Q+d2AwHu/yxCBqMBJY0lqFZUY2/WXqRXpiMuKA451Tn4IeN7hJYDE890wPTOWYBrKpi9k9Cr0gk/sJfgYDAwWO6NGRlsvNUxB5UCAnrCiJ7ePXHx7kVojVq87TMXO6fOwdUlYcgr98dVbTykDmosWxSAptTUADgcEiwWic8218FoBFxdTbVSnxYSgBpAAwA5TG8HOQC0OhUqZKVg0TmoV9Vgw+kluFx6Gb62viisLURf3z5ItNPDpe4W1AQHxQwXtFPfQAkvEH7KDAA0EDAClv6A90TAOuQZ7xAFBQUFxV/liZYekiSTSJJ0I0nyddKU3/oO/tsxlxQUFBT/L6lR1bRo5QEAkCRuLBiHL71r8Z6qHbbT03Gu7sGSIncb7qK4rhhp5Wn4MftHtHNuh5LGEnyf8T0G5tHwyXFHvNujCqTTTQSKFoPlF4OKY2NwSAjMuOePiaWOmCDKQbmAgI4gEeURhStlV6Az6jA9aB5+eGcBPopZBh/H21h18nOER8rxyccikOT//pRZ2+qh0dDw6YZaCKyMsLcHLB6Tj6E5Zhe2EgClADQALAHw0Ezw0NioV9Xg85OLcbn0Mvxt/VFYW4ho/2h80MYLkrrjMICGK9z2aKe+gVquH9xV2SAAEHQ2wLYHAuYDVuIXVyToH4xcLic6dOgg0uupTMIPM2fOHNdFixY5PXw8NDRU/LL7TkpKsrOxsQkRi8USX19faWJiYlMx1j179ggCAwMDfHx8pN7e3tL4+Hh387lNmzbZCoVCiZ+fn1QkEklGjBjhWV1dTQeAnTt3WgUEBEhEIpHE19dXumbNmlYLvAKtz/9FcujQIX737t39XmSbbm5uQeXl5Y8YDT799FOHL774wg4Ahg4d6uXm5hYkFoslEokkwFxg9e8kKSnJLi4uzgN4cKxJSUl2RUVFTeb6ESNGeF67dq3FIrAvisuXL3OHDh3q9TL7aIlnzh95X/hQv70oKCgo/kOo9WrINDLw2fwWz1/b8AHG253BN8o+CJ25Eh10hZjy6xRs6b8Fndt0xt2Gu8iszoRCo8DW61shYAug0CmQWpGKuVfZGJhDos8gLXR0LeLK3kTKnDfhsK4tsm20WFXgizbWXpjhcBR3rQjoaCQ6unbE9YrrAIBZ7ROQMnUGRLY38W7f9fjmXDwCe7lhxTIRtNr//RmztdeitpqF+YvrIAnSgccDrK2fPHcdTGKnAYABJqtOc1uXupngqVPVYM2JhbhZkQahrT/yavPRX9gfE707IvLWEgBAmuA1RMjOQMl0hI3mLgjSADCtAKMOCFwMsJ5iUP8RNmzYYP/GG2/Uvcx01a8SnU4HZjN3zpdBWlpazstsX6fTAQBiYmLqUlJS7pSWljICAwOlw4cPr6+oqGDMnTvX45dffikIDQ1V63Q6JCYmOgDA3r17BRs3bnQ6cuRIvre3t06v1+OLL76wKy0tZfD5fOO7777reeHChWxfX1+dSqUi8vLynsG++nzzedn35GlISEh4oKDu8uXL77799tt1P/30k2DatGmeeXl5Wc3Pv+w07o+j+Vi/++47+7Zt26q8vLx0ALB79+7il9m3TqdDeHi4qry8nJWfn8/y9/fXvsz+mvM0MT0UFBQUFP9xqhRVYNJbfnBgHT+NrMM7sCM/EKHxiwBHR3TxiMSW/ltwveI6ShtKkVaRBp1eh91Zu1GlqAKNoKGgtgAbzgjQK1+P3sNJqA2WeHvv2zgwZzgYyR1g0DRgW5oXbD2DsYh2FHetAB2NRDuntrh57yYIEJjbcT5+XTIZlXd4+Dp+PErr3FHuNgGbvvBBba35ZSQJa1sdaqtZeGOoAgOHqcBgAPb2rRtTzFnYKgAUwyR42DCJneaPIepmLm01ymqsPDYfGRXXIboveAYI+2OYXw/0K1oFGowo4IcjQJkGgA4OtCCMaoBpA+hlJguPhc8jY/kvs2fPHrvhw4fXA6a37uHh4aJ+/fr5eHt7S9944w1vo9EIADhw4AA/ICBAIhQKJbGxsV4qleqRO5ebm8vy9vaWDhkyxEsoFEr69evnI5PJaAcOHOD37t3b13zd/v37BX369PHV6/UYOnSol7+/v1QoFEqWLl3qCJiKk44fP75NaGio2N/fX3rixAkeAJw4cYIXGhoqDggIkISGhopv3LjBBkxvwqOjo3169OjhFxUVJSwuLma2b99eJBaLJf7+/tLDhw9bAsBPP/0kaNu2rVgikQRER0f7NDQ0/KVnLB6PF/qk9Tpz5gyvQ4cOIqlUGhAZGelfXFzMBIDExET7wMDAAJFIJOnbt6+vTCajASbLw8SJE907duwonDZtmnvz/tzc3PQeHh6agoIC1sqVK53nzp1bHhoaqgYAJpOJBQsWVAHAJ5984rJq1aq73t7eOgBgMBiYNWtWTUhIiKa+vp6m1+sJJycnPQBwuVwyJCREAwB5eXmsiIgIoVAolERERAjz8/MfEEOpqamcoKCggOb3WSgUSh43z/DwcNE777zj1qFDB9Hy5cufylrU2v3V6/WIj493FwqFEqFQKFmxYoUj8Pg9uWzZMqegoKCAoKCggIyMDDbQuuWqX79+spKSEvb9tQ6aN2+eS1hYmGj79u02re2ZU6dO8UJDQ8UikUgSFBQUUFdXR1MqlcSwYcO8hEKhJCAgQHLw4EE+YNqfffr08Y2KivL39PQMnDJlStP9Xb9+vZ2Xl1dghw4dROfPn296l2Me69dff22TkZHBi4uL8xGLxRK5XE6Eh4eLTp8+zQOA5ORkW6FQKPH395dOnTrVzfx5Ho8XOmPGDDeRSCQJCQkRl5SUMACgrKyM0bdvX9/AwMCAwMDAgD/++MPC3N+oUaM8u3Tp4j9kyBBvAIiOjq7/9ttvnzOf5rPR6heSIAiXVzkQCgoKCoq/B6VOCYVWAQ7jUY8GeuFt2I6djDnlXgh5b40pQOZ+RoBwt3C87vc6UitSQYLE9YrruHD3Apg0JjR6NXadcoRdlQwxw43Q1vuh07bPUDzLiIZfhsCxTo49Z13R0KUzPpXtxx1rQEsHAu2lyK7JBZPOxHud5uPcpjG4fsEJi4Z8jAC3bByoWoLf/vBCYYEAAAmCIGFhqYe8kQFpiAYLFjfAYACcnFpOXGB2YbuLB13YuHj0D6JGr0alrAwsOgdV8kosP/YecqsyIbLzQ+59wTNUPBADS9aDY1SikuMNG301ePoG0Nl2oOnqAaY1oKsDfOIBu44AaQQMGoDZskXtpTF+fBuEh4ue+K9DBxGk0gB06PDka8ePb/O4LtVqNVFSUsIWiURNb3Kzs7O5GzduLCkoKMi8c+cO++jRo5ZKpZKYPHmy9+7duwvz8vKy9Ho91qxZ49BSm0VFRZwpU6ZU5eXlZfH5fOOaNWscYmJiZAUFBZyysjIGAGzfvt1u3Lhx1RcuXOCVl5cz8/PzM/Py8rKmT5/eVC9IqVTS0tLScpKSkorj4+O9ASAkJER9+fLlnOzs7KzFixeXJiQkND08pqamWu7cufP2xYsX87Zv327bs2fPhpycnKzs7OzMjh07KsvLyxkrV650OX36dF5WVlZ2u3btlB9//PFzu261tF4ajYaYOXOmx4EDBwozMzOzx44dWz1v3jw3AHjzzTfrMjIysnNzc7NEIpEqKSmpycWssLCQc+7cubytW7febd5HVlYWq6SkhC2RSDS5ubncjh07KlsaS0FBAbdz584tnnNycjL07t273sPDIzgmJsZ78+bNtgaDAQAwZcoUj9GjR9fk5eVljRgxombq1KkP7Jt27dqpdTodkZWVxQKAlJQU20GDBtU9bp4AUF9fT79y5Uru0qVLn6o4Zmv3NzEx0aG4uJidmZmZlZeXlzVx4sSaJ+1JgUBguHnzZvbkyZPvzZgx47Hfg127dln7+/urzD9zOBzjtWvXcmNiYmQt7Rm1Wk28+eabvuvWrbuTm5ubderUqVxLS0vj6tWrHQEgLy8v64cffrgVHx/vpVQqCQDIysri/fzzz7eys7Mzf/nlF5uCggJmcXExc9WqVa7nz5/POXPmTF5eXh734bG9/fbbdYGBgcqUlJRbOTk5WZaWlk2JyoqKiphLlixxO3nyZF5WVlZmWlqaxY4dO6wBQKVS0SIiIuS5ublZERER8g0bNjgAwOTJk9vMmTOnMiMjI3v//v2FU6ZM8TK3l56ezjty5EjBwYMHbwNAx44dFefPn3+lvwgfZ1fbThCEDYCTAA4DOEuSJOXWRkFBQfEfgiRJVCmqwGE+KngImRy2I8YBAGo/WwHSxxdgswEAKp0Kd+rvoLC2EEajEUq9EttvbAcA2HBskHJcgBxFPmYNBrh3QsHZuRtBA0dia+0NOMIJvx/S4dzbPbC+5HsUW5sEj8hGiIK6QnCYHMyPWICsfYNxdF8btPNOQ0L/1fjz9jCcKeiFs6dMzx4EATAYJAiCBitrIxI31UGnB9zcHk1coIMpKUE9WnZhexiNXo2KxlIw6WxUySvw8dF5uFN3C0JbX+TU5GOgeCDGhYxBWPEXsFHfgYIugJLtAu+G8yB53iCUtwG6BaCrB1wGAG4DAZIEDCpTXA+D95fv2UtFqaShoIALPz8VLCyMz9NURUUFg8/nP/DcEBQUpPD19dUBgFQqVRYWFrIEAoHB3d1dExwcrAGAcePG1WzcuNERpoR5D+Ds7Kzt06ePAgDGjBlTk5SU5Eij0SqHDx9es3XrVtvp06fXpKamWv7000+36+vr6SUlJeyxY8e2iYmJaRg8eHBTEqbRo0fXAkB0dLRcLpfTqqur6fX19bQRI0Z4FxUVcQiCIHU6XdOb/aioqEYnJycDAHTq1EkxefJkL51ORxs2bFhd586dVTt37uQXFhZywsPDxQCg0+mIsLAw+fOsX2vrZWtrq8/Pz+f26NFDCABGoxEODg46ALh27Rp30aJFbjKZjK5QKOjdunVrMLc1ZMiQB9wMDx48aCMWiy1ZLJZx3bp1xeb5PQ2XL1/mxsXFeSsUCtqiRYtKJ02aVLd79+7iy5cv3/v999/5SUlJzseOHRPs27evKC0tzeL3338vBICpU6fWLl261P3h9gYNGlT73Xff2a5cubJi//79Nrt3776Vnp7Obm2eADBq1KjaZ1nL2tpaekv39/jx44IpU6ZUmV3knJycDBcuXOA+bk+OHTu2FgAmTZpUu3DhwhZFz8KFC91Xr17tYmtrq9u2bVuR+XhcXFwdAJw8edKipT2Tnp7OcXR01HXr1k0JALa2tkYAOH/+vOWMGTPuAUBoaKja1dVVe/PmTQ4AREZGNtrZ2RkAwM/PT11YWMi+d+8eo1OnTjJXV1c9AAwZMqQ2Ly/vqWN1zp49a9H88yNGjKg9deqU5ZgxY+qZTCY5cuTIBgAICwtTHDt2TAAA586dE+Tn5zeJK7lcTq+rq6MBQL9+/eqbiyoXFxd9ZWXlK/VLbFX0kCQZTRAEB8BrAAYDWEsQxB2YBNBhkiTvvJohUlBQUFC8LJQ6JVR6FQRswYMnjEZYT3wHjMLbqPniUxjaBjdlBJCpZShuKEa5rBxaoxYcJgfvH38feqMevja++PKcLf7QX8HqaMA7OwS3951F/26h2BqQB65LFM6sysWxd15HUtF3uG1NQksHfK19UNRYDAuWBeZ3no+q869jR5I/GHQdkidMQqPGBn/UvYc9O9sAIEAQJEgSsLLVo76WiY3bq8HlmhIXNEsoBxX+l4WNDpML25N8jpoLnkpZKZb+MQfljXfhY+OF3NoCjA4ahbi2cXArOwD3mpPQEwyU2HSDuPogwPMyCR6CCRiUgE07wG/y/TVVAmxbgPZKQh0eZPv2kqe6zmgELl7kolMnFWjP5wFvYWFh1Gq1DzTCZrObHnrodDr0ej1hChV+lIKCAuaAAQP8AWD8+PFVAwcObHg4yYb556lTp9b079/fj8PhkDExMXVMJhMODg6GjIyMrP379ws2bdrkuHv3btsff/yxqPnnmrczf/58t27dusmOHj1amJuby+rRo4fIfJ7H4zUJwOjoaPnp06dz9+3bZzVu3DjvmTNnVtra2uojIyMbzW+xXxStrBfh5+enun79+iOxP/Hx8d579+4tiIiIUCUlJdmdOnWq6U26paXlAyLWHNPT/JhQKFRfunSJFxERocJD+Pn5qc6fP8+LiYmRhYeHq3JycrLi4uI8VCpV0z0ODw9XhYeHq+Lj42v9/PyCYMr++0TGjBlTFxsb6zNy5Mg6giAQFBSkuXz5Mre1eQIAn89/JlHe2v0lSRIEQTywCVvbk2Zozb4bD3/WjDmmp7VxkySJlvbMpUuXuC21+bgxsVis5vukSdC1mJTmKXlcfwwGgzSvAYPBgF6vJ8yfuXr1anZzcWPG4qGXKCqVisbhcJ7rxcqz8tjfaCRJqkmSPEyS5LskSbYHMBcmofQFQRCXX8kIKSgoKCheCiRJ4p7iHriMR7wewP/4U3B/P4rG2dOg7flaU0YAlU6FgroC1ChroDFowKKzsODPBWjUNiLALgBf5PrhW+0VrI4Eel/xxu29FyHt/xp+jMoD2o7Djt8EODG9P7648wNuCwzQ0gEPS3eUNN4Fn8XHB10+gLGgFz57XwoAWDAwEe29r+Fo4/v4NLG9eeQgSQJunhpUV7Lw4bJ6+PjrwOcDVlYmFzY5/peFTY3WXdgeprngKW+8i49+n4mKxlL42vgiv7YQ49qOw9jQseA3ZkJ6JxkAUOgwEKKawwDbCVAWASAAggbw3AHJBwDtvgBiWgFMk1vePxYaDejc+bkFDwA4ODgYDAYDYXbBaY22bduqS0tLWebYiJSUFLuoqCiZn5+fLicnJysnJyfLHHhdXl7OMmfC+uGHH2w7d+4sBwAvLy+dk5OTLjEx0WXSpEnV969lGAwGjBs3rn758uWlN2/ebDKv7dy50wYAjhw5Ysnn8w12dnaGxsZGuru7uxYAkpOTW808lpeXx3Jzc9PNnTu3+q233qpOTU3lvfbaa4qrV69amucgk8lo6enpbACYPn26W0pKivVfXsiHCA4OVtfW1jLM66DRaIirV69yAJPbnoeHh06j0RC7du2yfda233///YrPPvvMxTx2g8GAJUuWOAFAQkJCxYIFC9wLCwub3s6r1WoCABoaGmiHDh1qEliXLl3iurq6agEgNDRU8dVXX9kAphiR9u3bP2IBk0qlGhqNhkWLFrkOHjy49knzfJiUlBTr6dOnu7V0zkxr97dXr16NW7ZscTAneKisrKS3tieb9WcLANu2bbMJDQ1VPK7f1mhtz4SEhKgrKytZp06d4gFAXV0dTafTITIyUv7dd9/ZAkB6ejq7vLycFRwcrG6t/a5duyouXrzIr6iooGs0GmL//v0txs9YWloaGhoaHnEG7tq1q+LSpUv88vJyhl6vx48//mj72muvPdZ6GRkZ2Wh2wwOA8+fPP/rH5T5ZWVlskUj0iLh+mTxT2giSJG8D2ARgE0EQf8OrKgoKCgqKF4VcK4fWoH0kYxvnp1/AT9wAxcDXoRg7CnBwAAgCGr0GhTWFaFQ3QqVXQalTYuXZlahSVsHXxhdLqwOxrvFHHGkLzD5uha8unoLVyO7I9L8CWpcPEHtPivqIP7C+9AcU8HXQ0wBXnjPKFBWw4dpgQZcF4FVFYubktjAaCXSSpuODmGXIlPVE3Psz8L9aPATcvdS4W8TB8Lfk6DvA9Ixu7QDUEyYXNiP+l5jgaWkueIpq8rHs6Fw0ahogtBch814GJrabgNjAWDA0NeiQ/SEAEnds+8C/7k8QBAvQVJsaYvBNvneBSwGG5X3BwzfF95CkKaaHa/Vc9+7fQteuXRv++OMPy0GDBslau4bH45Fbtmwpio2N9TUYDAgJCVHOmzevqqVrfXx81Nu3b7ebNm2ap7e3t6b5dSNHjqzZuHEjIywsTA2YYhImTJjgZTQaCQBYtmxZUyyLjY2NITQ0VCyXy+lffvnlbQCYP39+xcSJE72TkpKco6KiWq1HeOTIEX5SUpIzg8EgeTye4fvvv7/t6uqqT05OLho5cqSPVqslAGDx4sWlwcHBmqysLO7gwYPrW2rr888/d0lOTm6K/amsrExv6brmcDgccteuXYUzZ870kMlkdIPBQEydOrWyffv26gULFpSFh4cHuLm5aQMCApRyufyZSvJ27NhRtXr16pJRo0b5qFQqGkEQ6NWrVwMAjBgxouHevXuM6Ohof4PBQAgEAoNYLFYNHDiw0Wg0Ys2aNU7vvPOOJ4fDMfJ4POO2bdtuA8DmzZvvjB071mv9+vXOdnZ2+pSUlKKW+h4yZEjtxx9/7L569erSJ83z4c8WFBSwBQLBI+55er2+yQrS2v2dPXt2VV5eHlssFksZDAY5duzYqg8++KDqcXtSo9EQwcHBYqPRSOzatevWs6yxmcftme+//75w5syZHmq1msbhcIynT5/OS0hIuDdmzBhPoVAoodPpSE5OLuJyua2+QfH09NTNnz+/rFOnTgEODg664OBgpcFgeOQFRFxcXPWMGTM833vvPePVq1ezm39+0aJFpd26dROSJEn07Nmz4a233qp/3Jy+/PLLkokTJ3oIhUKJwWAgOnbsKOvcuXOLnmHHjx8XDBgwoKGlcy+LVs3K/2bat29PXr169e8eBgUFBcU/FiNpRFFdERh0Bhi0/73/YqRnwL73QOiFfqj+ch3g6wuwWNAb9bhVewsV8grojXrk1+Zj/aX1aNA0wJ5rjxWsftia9R1SXYAvDtHxVd7PuD56IeB8Az4Bc1HT5wMs27YAG6u+RyFHCQMNcOA5oEZdBzueHRZ0WQAHTSdMeaMD5DI6PDzlSBnTHx3809B2YTryS7xgtpA4uWpRfY+F4FAtNm6rgYoE+O6Aivn0LmwPYxY8AA23q3Ox8vgCKHVK+Nr6I6PyOuLDJmKodBhg0KDT9XgItJWo5reFtVEGhuI2QGMARi3Asgd0DUDIJ4BVIGBUATSuKY4HAAwKkwBi2wMWj41/fiYIgrh23yOjiRs3bhSFhIRUv7BO/gLnzp3jrlmzxvnnn39+brev3Nxc1oABA/zz8/MzWzofFxfnERoaqpw9e/Zj5xweHi5au3ZtSdeuXVsMyn/RREZG+p89ezb/VfT1/5WBAwd6b968ucQcf2Lm448/diwtLWVt2bLlbmufpXj1qFQqolOnTqKrV6/mvOh04zdu3LAPCQnxauncfyNxPgUFBQXFMyHTyKAz6h5IYECrroHtyLdB8i1Ru2YZ4OkJsFgwkkaUNZShUl4JAgTO3z2Pr1K/AkmSYNFYiLfqgU+zv0epE/DjPhp+q5iF1AkzwLK8i/jaPvhi5FpM2fk5vqjbjVscJYwEYMuxQbW6Fo4WjpjfZT48aOGIH9EechkN7m3UeN1vB7oFnMZ7P228L3gAOt0IS4ERCjkDdvYGLEmqQwkAG2dAxwQs8D9b0LOg0atRUlcEEiTKG+5ixfH50Oo18LUVIqMyDVPbT8IgyVCQRj3EOcsg0FZCyXaGFUsARs11kzVHLwfYDoCmChDNuy941ADBAth2JsuPXn7fxe3/h5UHALp06aK6cuVK48uuSSKVSgO4XK4xOTn56WKXXiGU4Hn5HDhw4BFRPXz4cM+cnBzu3r17/5IlhuLlUVBQwFqxYkXpq66v9FSWHoIguAA8SJLMfflDen4oSw8FBQVF6xhJI27X3QaLzgKddt/7RaeDXcxwsK5dR/XWJOheiwKsrUGSJCrkFSisLQSdRseB3APYkb4DApYAjdpGDHXqgTO3TkBHI7FvPwtpqraYO6oAbFKH/b8zMfp0AdxLsqDbG4NC1IEAYMG1QqNWBhe+C+Z3mQ9fbju8M7QDbhcwYeeghxXtLtI/CUZGZRg6vX8CAAEm0wAaHbCxM6C2moFVP1bDwUsPZ1vAVvC42T4euaYRJfV3YMGywL3GCsz/LR4kaUQbay9kVFzHO+0nIUYyFAajEY7F3yCsYg/0NC6MLgPBKt1lEjC6BoBpC+hqAY+RgPe4+4KHDnCcTP81KEziiO0IkHpTzM//A0sPBQUFxavkcZaeJ3oAEAQRA+A6TFnbQBBEW4IgfnmRA3xC/z4EQWwjCGLvq+qTgoKC4r9Mg7oBBtLwP8EDwGreQrDPX0b9RwnQRYSbMgIAqFPXmdzgCAbOlpzFd+nfgU7Q0ahthNRKiMN3T4BlIHH4Z0vcollgblw6mCpLXNquR8oHX0DONEB+cDgKUQc6CXDYlmjQNsJN4Ib3u7wPqU0YFk4Mw+0CJiwsjCANBmyZMBV0ugEjP9sOs+DR6Whw8dWiopSFaZ80wMNLDyf+Xxc8Wr0GNYoq3JNXwt2qDarl9/DeoQkgQKCNtTcyKq5j5n3BoyWNYNw7g3YVe0CCBqPHW2CV/Qgw7gseuoVJ8NhHAl5jAaMGAPE/wWNUATSOyRL0HNmUKCgoKCj+Ok/j9rwEQDhMsaEgSfI6AK/n6ZQgiO0EQdwjCCLjoeP9CILIJQiigCCIBff7u0WS5ITn6Y+CgoKCwoTBaEC1sho85v/qxPC++hYWX38H2dhRUA0e0JS4QK6Ro7C2ECCAnJocbL6yGY48RzDpTAiYfOTW5cG7jsSvh+1wSaDAxBH1ICqD8PsOS5R16IZdQwbAaltXlGjLwDQCDDYXcr0CHlYeWNBlAaQObbHy3RCkXeGARgOcXTQYELgHvaVHMP+HlSiq8gadboROR4dvBxWKMrkYPF6O1/qqwGEBNn+hlrdWr4Fc3QiD0XBf4Hgi514mZh2IA4vBhotVG2RWXMfs8KnoHzAICqMB+sZb6FG0FgCgb/MmWHd3m9zW9A0AwTCJHL4QEL9nsuKQJMA1W3jUpvTVXGeTdQcASAP+miMeBQUFBcVf5WlEj54kyRedXeEbAP2aHyAIgg5gI4BoABIAowiCkLzgfikoKCj+X9OgMf06p91/AGeduwirhI+g7tIRspmTAWdngEaDWq9Gfm0+tAYt7snvYfX51eAxeWDQGVDr1WjUydD5DrDzrAu+d63BzP4kkDcAa34MQUdtESZsXgdWSh/U12aDqwMIFhsKgwpe1l5I6JKAIKcQJC8Nxp+HTbV/QjsoIbsnw4Zx7+J8XgS++OMdEARgMNDg01aOojQuQiI0GDenESBNuuxZsiqbxQ6NRoeDpTNIkOBzBLh25wJmHxgLS7YADpYuyK64gdkRM9HXvx/kJEBT1yI6/yPQSR0Mjn3BrD0N6BUm6w0A0DkAywaQLjGJGlJ3X/AwTWKIIO4LnvtWNaPOJIw4Dq2OlYKCgoLixfM0UYUZBEGMBkAnCMIfwEwA55+nU5IkTxME4fXQ4XAABSRJ3gIAgiB2ARgIIOt5+qKgoKCgMKE36lGtqAaPZbLy0EtKYfPWJBjcXFG38iPA3R1gMqEz6FBYUwiFVgGdUYdlp5dBb9Qj0CkQ5++afv0PzgKW5Xtgld8dfB8M4Go8Bp7ogTmKkYjf9BnKT04GUXoRAi2g5TChIjXwtfHF3Ii5CHYMwa4NEuxKMaXK7txVifOnLXB06WiwaUpM2PoVjKRJJLj5KVBVzIWdkwHvr6uF3mDSZYynjH/V6jXQGbTgMHlws3YGjaChtOEOmHQmLhadxvxfJ8OO5whrrjWyK9Mxt8t76OnZCTLQYKFTIrJwNdi6Ohj5YjAMjYCiGE3vC1l2pnTU0sUAy8oUx8N1NhUfJXUASIDnZrIGAYBRbxJCFh4Anf2C7ioFBQUFxdPwNO/JZgCQAtAA2AmgEcCslzAWN5hqyZm5C8CNIAg7giC2AAglCOL91j5MEEQ8QRBXCYK4WlXVYnp/CgoKiv/X1KnqQCNooBE0EEoVbEaMA6HWoOazFSC9vQEuFwajAcUNxahR1YBBY2DZqWWoVlajh1ePJsFjoQFG3nPEu0EmwSP4MwGeRxKwQzERx6PC8RXvIFB8GjYqQMOmQwUdfG39MS9iHkIc2+LID2J8kWgNAGgXrsK1SxxMivkBvfx+wbL9i5BTFgAGwwhbRzWMBiY0KgJLttSCySFhbw9wWi139z80ejUUGhnoNAZcrTzgZtXmAcFz5tafeO/gJDhZukDAsULOvQwkdF2I1zzCoQAdNgYtwsp+AF+eAZJpA5ogGKi5cF/AGAGOM6CtBQISAEsfk+WH7WiK3SH1pvTVXBeTxQe4L3jUAK8NSDoH+seO/r+DXC4nOnToINLr/7/M+OmZM2eO66JFi5wePh4aGip+2X0nJSXZ2djYhIjFYomvr680MTGxqVjnnj17BIGBgQE+Pj5Sb29vaXx8vLv53KZNm2yFQqHEz89PKhKJJCNGjPCsrq6mA8DOnTutAgICJCKRSOLr6ytds2ZNqwVegdbnT9Eybm5uQeXl5Qzgf3skNzeXtWXLlqYitKdPn+aNGzfuxWVIaYGkpCS7uLg4DwBYuXKlw/r16+1eZn8vkidaekiSVAL48P6/l0lLDs4kSZI1AKY86cMkSX4J4EvAlL3tBY+NgoKC4l+N1qBFraoWlixLgCRhPeVdMDOzUbvuExjaBjdlaiuTlaFcVg4ek4dPzn6CvNo8DBYNxm8FvwEABuQAk1KBj3rcQ5YDELJ/FrLSP8ZJsiO0llr0H8sGik7CXgE0cmnQEgb42ImQ0Gkugp2CcOmwH5Z/aAOCIOEt1KG4hAFH2yosi56D68Uh+PRQAthcA2g0Ixw9Dci5wsX762vh7KmHJR+w5D9+nhq9GjqDFlymBRwtXcBlcu8f1zQJnuP5v2PR4ZloY+0NJp2FvKosJLy2DJ1dpdAZjXAgSXjUX4JDxX6QBBNEm5HArS0mAUPqALYToK4AfOIB204maw/bAWDwTPE6RjXAdQNo9605pMEkinhtQDK42AvTH7yh+O9H9mzYsMH+jTfeqHuZ6apfJTqdDi87zW5aWlrOy2xfp9MBAGJiYupSUlLulJaWMgIDA6XDhw+vr6ioYMydO9fjl19+KQgNDVXrdDokJiY6AMDevXsFGzdudDpy5Ei+t7e3Tq/X44svvrArLS1l8Pl847vvvut54cKFbF9fX51KpSLy8vJeSRH7V3FP/gl9Nse8R/Lz89m7d++2nTJlSi0AdO3aVfmq6k8BwIwZM2rCw8PF7777bs2r6vN5eJrsbe0JgviJIIhUgiDSzf9ewljuAmiuTt0BlL2EfigoKCj+31GnqgOdRgdBELBcsx7cn3+FbEY8NL27A3amF3VViioU1xWDw+Bge9p2XCy9iGi/aJwrOQeNXoOIO8DkSnfExwCFNsD4Hwbjxo3PsZacCyHzBqTLpdDcPQtrHRsNXEBLM8LXXoL3Os1DsFMQci744L3pdqDRAWsHA+gWRtTdY+DTUfNgb1mN8V9uB4MN6DQ0SDvJkHPFEsMmydCxlxps9uMTF2j0asg1jWDSWHC39oKbVZsHBE9ZQwmYdCaO5BzAwt9nwNtWCCadhYLqHCT0WIFO7qGg6zVwprHhpKmE561EAAQI77eBom9MFh5SBzBtAE0l4NwXcB8MGJUA2xZgWgKkETCoAK4rQL9vjiINphggnjtIBg/bAIwCMA7AjZd3u/8x7Nmzx2748OH1AHDo0CF+eHi4qF+/fj7e3t7SN954w9toNAIADhw4wA8ICJAIhUJJbGysl0qlekQP5ubmsry9vaVDhgzxEgqFkn79+vnIZDLagQMH+L179/Y1X7d//35Bnz59fPV6PYYOHerl7+8vFQqFkqVLlzoCpuKk48ePbxMaGir29/eXnjhxggcAJ06c4IWGhooDAgIkoaGh4hs3brAB05vt6Ohonx49evhFRUUJi4uLme3btxeJxWKJv7+/9PDhw5YA8NNPPwnatm0rlkgkAdHR0T4NDQ3PWiMXAMDj8UKftF5nzpzhdejQQSSVSgMiIyP9i4uLmQCQmJhoHxgYGCASiSR9+/b1lclkNAAYOnSo18SJE907duwonDZtmnvz/tzc3PQeHh6agoIC1sqVK53nzp1bHhoaqgYAJpOJBQsWVAHAJ5984rJq1aq73t7eOgBgMBiYNWtWTUhIiKa+vp6m1+sJJycnPQBwuVwyJCREAwB5eXmsiIgIoVAolERERAjz8/MfEEOpqamcoKCggOb3WSgUSh43z/DwcNE777zj1qFDB9Hy5ctbtRY1t0oAQPfu3f0OHTrEN6/zjBkz3EQikSQkJERcUlLCMK/V6NGjPcLCwkReXl6BO3futDK31XwfNDY20mJjY70CAwMDAgICJN999501AOj1esTHx7sLhUKJUCiUrFixwhFofY+7ubkFzZ4921UikQQIhUJJWloaBwAqKiroXbp08Q8ICJCMHj3as3mJGfMe+fDDD92uXr1qKRaLJUuXLnU8dOgQv3v37n4AUFlZSe/Vq5evUCiUhISEiC9dusQFTBa22NhYr/DwcJG7u3vQ8uXLHc3tbtq0yTYoKChALBZLRo8e7Wm20K5fv97Oy8srsEOHDqLz589bmq/n8/lGd3d3jfk79E/nab6Q38OUeGAogJhm/140VwD4EwThTRAEC8BIAM+UGpsgiBiCIL5saHjReRcoKCgo/r1o9BrUq+vBZXDB/vUI+CvWQhndC/LxbwFOTgCNhgZVAwpqC8Cis/Br/q84kHcAXdp0QVljKe4p78GvBvjojjfGh91FlQXwwS/e2H5rNwZiPybRv0D7hd6orE8Dm2kLOV0NHY2E0CEQMyPmItgpEIXZ3pg63h4kAAaTRGBHDfJTORjd+2eMDPsOa3+dh6zKYKiVTHTsVYm0U7ZoF6nGmFkyAK0nLjCJHRlYdDbcrb3gauUODoPzwNzLGkrAoDPwS+YeLP1jDkQOUgAkCqtzML/XKnRy7wCuug72TEsISA38sucBpAGE+1Cg7JApDofUATSuKUW1dTAgnGmy8DCtAKbgvuBRmtJU0+///TcLHq4bjAwLbILJbcEDprSoIS/1rj/E+PFtEB4ueuK/Dh1EkEoD0KHDk68dP/6xbjRqtZooKSlhi0QirflYdnY2d+PGjSUFBQWZd+7cYR89etRSqVQSkydP9t69e3dhXl5ell6vx5o1a1rM9FBUVMSZMmVKVV5eXhafzzeuWbPGISYmRlZQUMApKytjAMD27dvtxo0bV33hwgVeeXk5Mz8/PzMvLy9r+vTpTW+jlUolLS0tLScpKak4Pj7eGwBCQkLUly9fzsnOzs5avHhxaUJCQpM4SE1Ntdy5c+ftixcv5m3fvt22Z8+eDTk5OVnZ2dmZHTt2VJaXlzNWrlzpcvr06bysrKzsdu3aKT/++OPndt1qab00Gg0xc+ZMjwMHDhRmZmZmjx07tnrevHluAPDmm2/WZWRkZOfm5maJRCJVUlJSk4tZYWEh59y5c3lbt26927yPrKwsVklJCVsikWhyc3O5HTt2bNFSUFBQwO3cuXOL55ycnAy9e/eu9/DwCI6JifHevHmzrcFgAABMmTLFY/To0TV5eXlZI0aMqJk6deoD+6Zdu3ZqnU5HZGVlsQAgJSXFdtCgQXWPmycA1NfX069cuZK7dOnSyr+ytiqVihYRESHPzc3NioiIkG/YsKFpz5WUlLAvX76ce/DgwfxZs2Z5KpVKAnhwH3zwwQcu3bt3b8zIyMg+c+ZM7sKFC90bGxtpiYmJDsXFxezMzMysvLy8rIkTJ9Y8aY/b29vrs7KyssePH1+1atUqJwBYsGCBa0REhDw7OzvrjTfeqC8vL3/EcrZixYrS9u3by3NycrIWL158r/m5hIQE15CQEGVeXl7Wxx9/XDp27Fhv87mCggLOqVOn8q5cuZK9du1aV41GQ6SmpnL27t1re/Xq1ZycnJwsGo1Gbtmyxa64uJi5atUq1/Pnz+ecOXMmLy8v7wEH43bt2ilOnjz5BBv8P4OnET1VJEn+QpLkbZIki83/nqdTgiB2ArgAQEQQxF2CICaQJKkH8A6AIwCyAewhSTLzWdolSfIgSZLxVlb/f6pdU1BQUDwJc3wOMzcfNhNnQCfyR/1HCYCLC8BkQqVTIa82DyCAaxXX8FXqVwh0CISAaYkb99JhpwQ25njj3YDb0NKBr/ZysCnnT7iSZdhMH4+ouS7IIW+B4HtAr62BngYEOAZjbKfZEDlIkV/qiWmj7GHQAXo90GuYHGcOWkAsKcOyvnOQWybEioMfQaNioH1kKTKvOMDBxYD5n9VBrwccHQD6Q95Rap2qmdjxhIvA7QGxAzwoePalf4eVx+ZD6twWWqMWt2vzkdD7U0S06QxLeSns2XbgMxjwz5oPul4GwjYcUNwC1GUAjADoJl80rgsgWWQSQkw+wLQ2pag2KAC2vekYYBJBegXAdYWRxcd6mAJkPQHcBvAFgH+kH7ZSSUNBARdK5V+yUjSnoqKCwefzHwjmCQoKUvj6+urodDqkUqmysLCQdePGDY67u7smODhYAwDjxo2rOXv2bIsPUc7Ozto+ffooAGDMmDE158+ft6TRaBg+fHjN1q1bbaurq+mpqamWsbGxDWKxWFNSUsIeO3Zsm7179wpsbGwM5nZGjx5dCwDR0dFyuVxOq66uptfW1tJff/11X39/f2lCQkKbvLy8pg0VFRXV6OTkZACATp06KXbu3Gk/Z84c18uXL3NtbGyMJ0+etCgsLOSEh4eLxWKxZNeuXXZ37tx5bveultYrPT2dnZ+fz+3Ro4dQLBZL1qxZ41JWVsYEgGvXrnHDwsJEQqFQsm/fPrvMzMymOQwZMuQBN8ODBw/aiMViyciRI33WrVtXbJ7f03D58mWuWCyWtGnTJnDr1q02ALB79+7iw4cP57Vv316RlJTkPHz4cC8ASEtLs4iPj68FgKlTp9Zeu3bN8uH2Bg0aVPvdd9/ZAsD+/fttxowZU/u4eQLAqFGjap91PZvDZDLJkSNHNgBAWFiYori4uOl+DR06tJZOpyMoKEjTpk0bzfXr1znAg/vg5MmTgs8//9xFLBZLIiMjRRqNhigoKGAdP35cMGXKlCqz+5uTk5PhSXt89OjRdQAQHh6uLCkpYQPAxYsX+ePHj68BgJEjRzYIBIKnvj8AcPnyZf6ECRNqAOCNN96Q1dfXM2pqaugA0KdPn3oul0u6uLjobW1tdXfv3mUcPnyYn5GRwQsJCQkQi8WSs2fPCm7dusU+ffq0RadOnWSurq56DodDDhky5IF1d3R01De/L/9knsbJdjFBEF8B+BOmZAYAAJIkf/qrnZIkOaqV478B+O2vtktBQUFB8SBqvRoyjQwCpQG2w8eC5LBRm7gc8GgDcLnQ6DXIrc6FxqDB3Ya7WH1uNdoI2qCdUzuk3EwB2wB8k+aNBL/buCsAjqYA60u+RgXa4DgtEsPfYeAarxyw8QHqbsNAABKnthgY/i7cHAJQV98G82MdoJLToNMSeP1NGf7cZwk7ZzUmt1sNb8cidP34FORKHvwk1bhXYQutmoZVO6rBYJOwdwDYzbSMWqeCzqCDJZsPZ57dI0LHjFnw0Gl07EzdhvVnliPUrSMa1HW4U3cb7/Vegyj3zuA0FsCGaw8WnQGvwkQwFQUAx8WUqKCsmbMBU2BKUBC4DKDTAJoFwLI1paTWy02Z3FjWpmtJo+kY1wVGlgBrACwA4Aeg4H5zxQD2wOTS8ErYvr3kyRcBMBqBixe56NRJ9Uw5wVvAwsLCqNVqH2iEzWY3aT06nQ69Xk80d9tpTkFBAXPAgAH+ADB+/PiqgQMHNhAPFXc1/zx16tSa/v37+3E4HDImJqaOyWTCwcHBkJGRkbV//37Bpk2bHHfv3m37448/FjX/XPN25s+f79atWzfZ0aNHC3Nzc1k9evQQmc/zeDyj+f+jo6Plp0+fzt23b5/VuHHjvGfOnFlpa2urj4yMbDx48ODtv7RYrdDKehF+fn6q69evPxL7Ex8f7713796CiIgIVVJSkt2pU6eaHqwtLS2Nza81x/Q0PyYUCtWXLl3iRUREqB5u28/PT3X+/HleTEyMLDw8XJWTk5MVFxfnoVKpmu5xeHi4Kjw8XBUfH1/r5+cXBKDoaeY5ZsyYutjYWJ+RI0fWEQSBoKAgzeXLl7mtzRMwuVY9qV0Gg0GaXQIBQKPR0Jqfo93f4wwGA3q9vmlTtLbPmu8DkiSxd+/eArMbX/PjBEGQDx97HBwOhzSPqfk4aM/xHWypT/O4WttXsbGxNRs3bixt/pkdO3ZYP7wezVGr1TQul/vEe/FP4GlW820AbWGqq2N2bRvwEsdEQUFBQfGCqFJUgUkSsImbDPrdMtStXQZjgAgQCKA36nGr9hYaNY1oUDdgyaklsGJbob9XX3yfngKCBJLT2mBVm9vIcgD27wJ20pbhR4zEYtoHWD4pG2dtqkG3MgkeEiTEzu0Q3XEWvBwC4KRxxwexDqippEOnJdDldQXSznIAkBDyr2Jm3w344o9puFDQBY6uCljZEbhTwMXcT+vh7KGHlRVgef+dsFqngkzdCA6TCw8b7xYtO2a0Bm2T4Pn2yiasP7McHdpEokFVh5L6IiT0WYuebbqAJ78DO5YALAYbHtVHwa04bIrFcR3woODhOAF6GSBZCHDsAIJtiuMxCx6mlalWD2Cy+ujlANcZBpYVluFRwQMAdAD+L/xuvwBoNKBz5+cWPADg4OBgMBgMhNk1qDXatm2rLi0tZWVkZLABICUlxS4qKkrm5+eny8nJycrJyclKSEioAoDy8nLWsWPHLADghx9+sO3cubMcALy8vHROTk66xMREl0mTJlXfv5ZhMBgwbty4+uXLl5fevHmzKe5g586dNgBw5MgRSz6fb7CzszM0NjbS3d3dtQCQnJzcauaxvLw8lpubm27u3LnVb731VnVqairvtddeU1y9etXSPAeZTEZLT09nA8D06dPdUlJSrP/yQj5EcHCwura2lmFeB41GQ1y9epUDmNz2PDw8dBqNhti1a5ft41t6lPfff7/is88+czGP3WAwYMmSJU4AkJCQULFgwQL3wsLCprf6arWaAICGhgaaOVYGAC5dusR1dXXVAkBoaKjiq6++sgGA5ORk2/bt28sf7lcqlWpoNBoWLVrkOnjw4NonzfNhUlJSrKdPn+728HFfX19tZmYmz2AwoKCggJmenm7xNOvw008/2RgMBmRmZrJLSkrYISEh6oev6d69e2NiYqKTWVSdO3eOCwC9evVq3LJli4M5YURlZSW9tT3+uDF06tRJtn37djvAlFGvsbGR/vA1VlZWBrlc/shx8+e//vprO8AUH2ZjY6O3tbVtVZz069ev8dChQzalpaUM87jz8vJYXbt2VVy8eJFfUVFB12g0xP79+x+IrszLy2MHBgY+IpL/iTyNpSeEJMmglz6SFwBBEDEAYvz8/P7uoVBQUFD87ah0Kii0CrgvSQTn1FnUf5QAbUQ4YGsLI2lESX0J7invgSRJLDq5CCRJYpj/IHyT+hUMDOCjbCfsti7B+TbArr3AVd5kbLr5Abi0BhwbnYLTLo2wYrqgoeEWACDAuT2GdpwJN3sRvElXzB5lj+J8058ZcTsN1AoaKkoY4LKU2DZpEkpq22DpLx+DxTGiXedqHN7rhZFTZejQQw0mA7C2MYkdvVEPSzYfLgJ3sBmPr2+jNWhRWn8HNIKGLy9+jq8vb0Bnz9dQ2liC8sa7eL9PInq5dYRRUQE7BgsMFh+umkJY5q0FQAO83gZubYPJl400WX3U5YBwNmAlMiU04DiYCpEaFCZ3Nra9SQCRpEkccZxgYFljIYBVMImb/GZjtDW1/FRvHf/tdO3ateGPP/6wHDRoUKsPeDwej9yyZUtRbGysr8FgQEhIiHLevHkt1p7w8fFRb9++3W7atGme3t7emubXjRw5smbjxo2MsLAwNQAUFRUxJ0yY4GU0GgkAWLZsWVMsi42NjSE0NFQsl8vpX3755W0AmD9/fsXEiRO9k5KSnKOiohpbG++RI0f4SUlJzgwGg+TxeIbvv//+tqurqz45Oblo5MiRPlqtlgCAxYsXlwYHB2uysrK4gwcPrm+prc8//9wlOTm5KfansrLyiYmiOBwOuWvXrsKZM2d6yGQyusFgIKZOnVrZvn179YIFC8rCw8MD3NzctAEBAcrWHohbo2PHjqrVq1eXjBo1ykelUtEIgkCvXr0aAGDEiBEN9+7dY0RHR/sbDAZCIBAYxGKxauDAgY1GoxFr1qxxeueddzw5HI6Rx+MZt23bdhsANm/efGfs2LFe69evd7azs9OnpKQUtdT3kCFDaj/++GP31atXlz5png9/tqCggN2S+1fv3r3lGzdu1IhEIqlIJFJJJJKnymzm5+enCQ8PF9XU1DDXrVtXzOPxHjGbrFq1qiw+Pt5DLBZLSJIk7gf0F8yePbsqLy+PLRaLpQwGgxw7dmzVBx98UPW0e7x5+0OHDvWRSCQBERERchcXF+3D14SHh6sYDAYpEokko0ePrg4LC2sSH6tXry4bPXq0l1AolHC5XOM333zzWCtkWFiYeuHChaU9e/YUGo1GMJlMMikp6U7Pnj0V8+fPL+vUqVOAg4ODLjg4WGkwGJpeZFy5csVy1apV5U+zrn83rZqVmy4giK0APidJ8l9T34ztcwABAABJREFUJLR9+/bk1atX/+5hUFBQUPxtkCSJOw13wPt+DxzeSYB85BA0fjAXcHcHSaejTFaGwtpCMGgMfHj8Q9yuv403xcNxKG0XqtkGDLkrALO+EbsDgeRfAANrKBIufQ0fIgeOg6NxLKgGbTQClLBNz4aBLuGIDX8HzvYitGG6Yumbdrj0JxdsrhE2DgZ06qXCz9sFYLL1WPTGEiwctAKDkg7i4NXXMXhMAX7+zh+hXTRYuMnkLm5rrwJJ04PPFsCaa/tEsQM8KHg2nluF71O3optvH9yuKUCFrBSL+n6O7q5h0Knr4QgdCKYF3GgG8M/FmLKueYwByn8HdDUASFPdHc09oE0s4PUWAMJUfJSgm9JSE8z7tXhozQSPI/RsW7wHYB0eFTwBMAWvsgBMwItLWU0QxDWSJNs3P3bjxo2ikJCQ6hfUxV/i3Llz3DVr1jj//PPPz+32lZubyxowYIB/fn5+i/G+cXFxHqGhocrZs2c/ds7h4eGitWvXlryq1L6RkZH+Z8+ezX/ylRR/lYEDB3pv3ry5xNXV9bkLQg0dOtRrwIABDW+//Xbdixjbf5kX+f1+Udy4ccM+JCTEq6VzT2PpiQQwliCI2zDF9BAw1c8JfnFDpKCgoKB4kSh1SpCXLsJ+zkJoOoSicc50wNkZYDBQq6xBYW0hWHQWPj3/KfJr8xHrPwinL/+IagsDAhpZsKtoxNb2wKqjAM+mL+af/Bx8sgG+w/pgv7QefjIOCvgmwRPk1hnD20+Dm70/BFw3fDbZGpf+5IJvY4DRQGDAW3Js+8QabI4BYqebmD9gNb6/8BYOXBqAAaNv4ejP3nByN2Demloo1So4OOlhyX16sQP8z6WNIAh8dmoJ9qbvQE///si9l4kqRQWWR69HlHNbaLVKODMAEDy4cwWwOPuGSfA49gBqrwC6+8/LDAGgqQLsIgDPt0yihufUTPDQ7wugZoKHbQ8d2xazAGyCyaWt+ZNuJIAxMGVv647/fo0eAOjSpYvqypUrjXq9Hi+zVo9UKg3gcrnG5OTkp4tdeoVQguflc+DAgX/MQ/f/J+7du8c0W+b+DTyNpcezpePPm8HtZUJZeigoKP4/Q5IkSnIuw7V7DECno3pHMoxiEcDnQ6aWIaMqAwRJ4OsbX+NQ/iFEe/ZBedppXLdRQ6CjYWyqERs6AQlngUB+T6w99CkKdCIMfT0QO8KLwDAS0NNMfzt8fF/H24Gj4WEvBMfCFbvmC7B/Kx/2LnrUVdEx6aM6pKy1hk4LGHVGXFrWEe62dxHwXjakkWrcvcVHRakFPt19F9YuSvi4WcPNwRYs+tMnvjILHpIksfrEhziYuQf9xIORXnYNtcoqrO63HuFOQdAbdHCgkSCMWrQRuIJ7dSpQdRqw8AUsfIB7R00N0tgASIDrDoSsBmh0k0WHxjJlbQMAnpvJ1Q0AdI0Ayw46jj2mEgS2AfAFUNhsjINhCoz1AxAF4EWnOvqnWnooKCgoXiV/ydJDEISAJMlGAI8NtKKgoKCg+Gchb6yGw+iJoDXKUf3tRuh8vKHn86HUq3GzNhdy0og/Cn7HofxD/8feecc3Uf9//HlZTdKme29G0zQtLbNsZDhAhjLFIkMEBBfDASqKAqJ8AQUEFFHxxxREEEHFiSwVLbODthQolNIW6G7TkXG/P64pZYOKA/N8PO7R5ubn7j6XfF73XrQKaEfpb7s46FOFADx4SBI8oxOhlVcnln/2JEnmpgzr1J7/i88iqEpDjlpyG/do+ggPh3ch1EuPziWQT/7nwqZlOgLDzZzJUjL06SK+WKmjyiRgswo81+t/tGiwnwEL1uPbWMBaI5B1VMdzb+cQHKYi3N8fP5+by/JrFzw20cZr3z7HtvTP6G0cROLpnymqLOCte98m1jsKURTxUWmRVZ8jxKMh6vT5kuBRuIJ3ezi5onaPMkn0yBQQ84oU2K/xkwSPaAZsoKkveMpA5UG12ptHBIHVQAMuFjyjgJZANNAGKYmBAwcOHDj4a7mWrXkNUpa2fUgxl/Ut8SLQ8Ba263fhSGTgwIGD/ypWwALU2KyYR49GdzCZzLdmkd+sKTZPTyxWM8fOZ1BuqeLImX18cnA5Tbxj8Uo8wLYgScTcnwpLW8HAZLjT/Q52ftqHL6vv44Hmg1nRdS9BlWpyNLVxsk2GM7pxD0LdQvHSBfLpB1rWvu5GaGMzpzKVdB9cxrFkJ7IzFYBAhH86r/Z/hY2/9WX3mZ607pLN5ysjeejJcu7t4YOLVoXvVfNlXRm74LHaLEz7eiLbM7/i/pgh/HJqByWVRSzqsYgor0jkghx3pQZFVR7B7o1wyv0GMt+RXNQaPARH372wU5Wn5KrWZCYotVJcj0wtFRq11YA2WBJAUCt43KlS+zJMEPgEyXWtvp/NFCQR1AxojkPwOHDgwMHfxVVFjyiKvWr/NrjaOv80RFHcAmxp2bLl6L+7LQ4cOHDwZyJyQdhYgRqkIMvq2v/tjsrq/71O6CebyX7sEQrv6YbaywubaONk0Qlqqoo5W5LFB7+8SSO3RkT8lsnGBpXIbNA0Fz6Lgnsyob/LHeSuN/J25SS666fy6X2f4mdSkKOpTZqkcKFjg27EuIfi7RLI1xvV/N9z7oRFmDmZqaBp+0p8A21s+1gHiAiCjQ9Gj6LSrOHZT97izgHH+XiRkQ53Whg3yQVBAF9fKQHajWIXPGarmalfPcHuE98zMO5hdhz/hoqqYt7puZhG7o1QypW4qXSS4HELQ1V+DA5MlHYS/jAcX4FUfJTaTG15YHxecl9TeYNCWyt4KiULj6w2xshSDipXTGpfEgSBzUAIYC96IgNeA7yBVkAs/40YHgcOHDj4p3LdqEJBEL4XRbHb9eY5cODAgYM/Rn1hYwHMQBWSsDFzQdiANICWI32Ja2s/K7/ehveL0yjq1olzo4ej8PFBlMvJLckmv+wMJVXFLNg5Ex+1N2335bOqsQldjYCmRiTJH9pmwzB1ZzRrtTxjWkCroBXsGPImbpUieZrapEhNH0beYhzdlGp8NJ78/K0TSx7zICDUQt5pOSGNLNybYOL1J+2JmQXGdnuHjobdjHzvA7oNsbH+PQPB4SLTFyqwWCAkBOQ3YQKxC54aSzVTvhjL3lO7eKDZKH44+gWVNeW80/Mdwt3D0Sg1uDq5oqwpJsjFF6W1An4ZIrmpBfSCvK/BWlsyxJ6ausEI8GwuWXyULlKhUWulFNMj10jrWspB4UKF2o8BgsA2IAiwR9Argbm196U9YMAheBw4cODg7+aqZQIEQVALguAJeAuC4CEIgmftFA4E/mUtdODAgYPbCBFJwFQC5UABcAbJJeoocBzJWpBTu6wK6YtaC7jUm5wBNZLoEQD50aN4PjAYU8NQTs6cKmVqc3LifHk+p4uyMFvNzNsxDaWgoPf+clY1Lie4TEalTKTUCaLOwaOyTkSuKWJ4xSpCPX4mY8xTKKuqKHCqLX+hv4/gLq/xvFJDvMaTlF+VzBnpiYe3DVO5gFor8tgrRcyf7IFoAxAI9c5i9oOT+SbpLoTYXmzfFIDFLGPeh3Lkyrpm3jB2wWMyV/D054/wW/YeHmwxju8ztlBtruDdWsHj6uSKq8oVla2aYLUGpVwJPw+HmkJwawJV56CyVqaovCTB49dNEkNKd1C6SlnZrCapOKmitqahpQLkzpRq/LlPkLEN8K+9XwAaYBHgipSw4L8ueMrLy4VWrVpFWiy/L5Pw9OnTfcvKyv7UkkZBQUFNcnNzL3rpu3r1arcXXnjB/888zpWorq4WHnvssaCwsLCYiIiI6CZNmkStX7/eFaQCn0OGDAkNCQmJiYqKMkZHR0fNmzfPG6QioSNGjAiJiIiI1uv1xpiYmKi0tDQVwPz58730er1Rr9cbIyIioletWuV+rTb0798/fPny5R7XWuePsnDhQq9hw4aFAkyaNCnw5Zdf9qu//Ept0Gq1zUBKTa5Wq5sbDAZjo0aNohMSEkKt1stK8Pzl1O83zZo1M4DU1nfffbeuCOzOnTu1I0aMCLnVbenVq1fDpKSkm/jmdADXtvQ8CkxAEjj7uPC9XQosvrXNcuDAgYN/LzYuuKFZkNzP7BYb+9DPHigp44LF5vf+ggmlpXj27o0NG8fmv4EtMBCcnSmpLOJE4VFERN7a+Sqm6jJGJCl511hO9Hk5Kd5WNGYILIPxtg7cseYYXU07kGkLKX/qAarNJZjtqiq0E7693mVK8SkaugVyMk3BjCFeqJxE1BobRWeVTFt6niWvuGMqt/9c2Hhv1FgERNblvMnxXGcyj6p5a7kVn0Dw9AQXlxs/zxprDbklpymvKePpzSNJzT9MQssn2Ja6DrOlind6vkOwazDuandUMhVqmZxAmQy5XAUHp0BpsuSy5qKHnE+lncp1YC4G12hoNAZUrpLoEUWp+KiTl1SAFCQBJFdTrA3gPkHGTsAHyKttnxtSbR4F0BYp8PW/LHgA3n77be8+ffoU/d501UuXLvUbPXp0oU6nu2ol+T+DIUOGlAAlt/IYFouFiRMnBubl5SnT0tJSNBqNmJ2drfj66691tW0IDw8Pr87KykqWy+WcOXNGsXjxYm+A999/39O+nVwu59ixY0pXV1fbsWPHlPPmzQs4ePDgES8vL2tJSYnsUkF3K8/nVqUhDwkJqU5LS0s1m820bds2ctWqVe7Dhw8vti83m80olX92DsQb58CBA2kAR48edVq3bp3n2LFjCwE6depkutX1nywWC+PGjTv72muv+X/88cf/2EzK/0Su+vZEFMUFtfE8z4ii2FAUxQa1U5woiov+wjbeMIIg9BYE4b2Sklv6veXAgQMH2JDEjAkpxeU54DSSpeYokIXk7pQLFCNZd5RcsNToav9qkcTO7w5wt9lwf/BBFJmZpM1+GUukHtzdqawxkXk+DRB49+e55JSc5OHDCt41ltP6jIxUTytqM3hUwjPV7ei34iBDTB+TrfDGefw9FIh5WAWwygHfWNz6f8yzJVk0cA0g75SCaYO8qKkSCG1cw6mjKh6fUcSXH2vJzryQfW3EHSu4p8nXLPllOjbnEH78zpmxk6ppdYccZ2fwuIl3zWarmdyS05RUFTF+01DSzibxUPxTbEtZi8VaXSd4vLXeOCmccFFpCVKCXKaEE6sg+1MpAUHA/RcED0rACk4+YHxOEjsqTym4yFoBSg9Q1TbSWgkyJwo0gfSoFTyeSPcdwA9J8GiQ6vE4BI/E+vXrvQYNGlQMsHXrVl3Lli0j77rrrkaXvsHfuHGja9OmTQ1GozGqR48eDUtKSmQzZ870PXv2rPKOO+7Qt27dWm+xWOjfv3+43drx6quv+gIkJyc7tWvXTh8ZGWk0Go1RKSkpN/3+oL5lon///uEjRowIadasmSE4OLhJfYvESy+95BcTExOl1+uNEydOrPN6ufPOOxtFR0dHNW7cOHru3Ll1KTm0Wm2zCRMmBMbGxhq+/fZblzVr1vi8//77pzQajQgQEhJiGTVqVFFKSorTwYMHnRcsWJAjr/X1DAwMtLz22mt5ALm5uUo/Pz+zfVmjRo3MPj4+1tzcXKWzs7PNzc3NCuDm5mYzGAw1AD/99JMmLi7OoNfrjXfddVejc+fOXfQ1s379etd77723LinV1q1bdV27dm18tfsBkrXjmWeeCWjRokXkhx9+eEutRQBKpZL4+Pjyo0ePOi1cuNCrR48eDbt27dq4Y8eO+tLSUtnAgQPDY2JioqKioox2C5fFYmHMmDHBduvXa6+95guwefNmXVRUlFGv1xsHDhwYXllZKdjPaeLEiYFGozFKr9cbDxw4oAbIy8uTt2/fPiIqKsqYkJAQVr/Ei90q9eKLLwYlJia6GAwG46uvvuq7detWXZcuXRoD5Ofny++8885Ger3eGBcXZ9i7d68GJMvXwIEDw+Pj4yODg4ObzJw509e+3yVLlng2adIkymAwGBMSEsLsFtL6/ej777936d69e/muXbtczWbzrb4FtxXXNRmLovj2X9GQPwNRFLeIojjGzc3t726KAwcObgOsSNYZE9Ir4LNIQiazdsrigrApRbLiqLggaOyTpnb+rcjcpXvxRTRffsnxZ8ZR3bEDeHtTY63h6PkjWG0W1uxfRnLefoYfUfNeVAWtTwtkutlQiKCxwOTyVoz48DeeqHqHPUI7Qp/oRrbTMRRWMMsB9wZoE75gUslJonSBlJxX8OJ9XhTmyWjepZKknzUMHFvK+XMWfvraua5dfm75zEuYROLJtpSGDmXlMle63F3F0CedkMluLnGB2WrmTEk2hZXneWLjEI4VZDCi9US+OLwCm2jlnXvfIVAXiJ+zHzJBhk6lI0CpRGargfO/QvIMQIAGD8Op/7uwY2Wtmck4VbIAOdUXPG7SZwBLJcgU5GsCuUcmZy+SVaewdjcNgDeQ7nU7IIx/nuAZOZKQ+Hgirze1akVkdDRRrVpdf92RI7mmG09VVZWQnZ3tFBkZWWOfl5SU5LxgwYLs9PT0lKysLKcVK1Z45ObmKmbNmhWwc+fOjNTU1CPNmzc3zZgxw2/q1KlnfX19zTt27MjYu3dvxs8//6zNzc1VHj16NCUjIyP18ccfLwBISEhoMHbs2LPp6empiYmJaaGhoX94JJifn69MTExM27x589Fp06YFgSQEMjMz1YcPHz5y5MiR1IMHD2q/+uorF4DVq1dnpaSkHDl48GDq0qVL/fLy8uQAlZWVspiYmMrDhw+neXp6WgMCAmo8PT0vs1odPHhQHRUVZZJfJbht6NChhd999527wWAwjh49OnjPnj0agDZt2pi8vb3NISEhTQYMGBC+Zs2augHQiBEjGsyaNet0RkZGanR0dOXkyZMvCk3o27dv6YEDB5xLS0tlAGvXrvUYMGBA4dXuh307tVpt27dvX/qYMWOK/uh1vh5lZWWynTt3usbGxlYC7N+/32Xt2rUnfvnll4wXXnghoEuXLqXJyclHdu3alT516tTg0tJS2bx583xOnjzplJKSkpqRkZE6atSoApPJJDz66KMN1q1bdywjIyPVYrEwZ84cH/txvL29LampqUdGjhx57o033vADmDJlSmDbtm3Ljxw5ktqnT5/i3Nzcy/Lpv/baazktW7YsT0tLS502bdrZ+suee+65wLi4OFNGRkbqjBkzcoYPH16XGCwzM1O9Y8eOjN9+++3I3LlzA6urq4X9+/erN2zY4JmYmJiWlpaWKpPJxHfffdcLLu5H99xzT7lcLicsLKzql19+0d6qa3878qf6yTpw4MDBvw27sKlAEjb5SDE1dmFzEsmCk49k0bEhxdJcarGxC5u/8ktV/fHH6N54g8L+95E36D5kfv5YBZETBUeprKngm/TP2XXiOwZlaljV2ETTPBARKdSA0gZTCpsxdvl+ZpunsJoh6If34pj7PjRmqFEKCFpflEO/5cnS0zTX+VNdoeDFvl7kHlfQ/J5K9mx2ps3dZehbFLNqrk+9lgksGfkEzk4V7HOdw6J5noSF1/DyAgVWKwQE3HjiArvgOVeRx+OfJnC65CSjWk9k48EPAFh872ICXQMJcAlAFEU81B74q5yRmYvBlAu/PQrYIHgAnFpXW2sHcPIHSylEPQcu4aD2AUEmubDJtODkXSuAKkEm54wmiLtlcg4i3Wu7P0E08DKS1actEMw/T/DcDCYTssxMNCbTH+/KeXl5Cp1Od1EwT5MmTSqMRmONQqFg0KBBhbt27XL58ccfnY8dO6aOj483GAwG48cff+x16tSpywaYBoOhOjs722n48OEhGzZscPXw8LAWFRXJ8vPzVcOGDSsG0Gq14p/hCtenT59iuVxOixYtqgoKCpQA27Ztc925c6er0Wg0RkdHG48dO6ZOS0tTA8yePdsvMjLS2KJFi6i8vDxlSkqKGkAulzNixIibFgeTJ0/2NxgMRl9f31iQLDuZmZnJ06dPPy2Tybj33nsjN2/erFMoFOzcufPomjVrjkVERFRNmTIlZNKkSYEFBQXysrIyec+ePcsBRo8eXfDLL79c5EyqVCrp3Llz6ccff+xmNpv54Ycf3B588MHi692PYcOG/WGxI1zhjUf9ednZ2U4Gg8EYHx9vuPvuu0sGDRpUCtCxY8dSPz8/K8CPP/7o+tZbbwUYDAZjhw4dIqurq4XMzEzVDz/84Dp27Nhzdvc3Pz8/66FDh9TBwcHVsbGx1QAjRowo2L17t85+vISEhCKA+Ph4U3Z2thPAL7/8ohs5cmQBwODBg0tcXV1vKrDo119/1T3yyCMFAH369CkrLi5WFBQUyAHuvvvuYo1GIwYEBFg8PT3Np0+fVmzbtk2XnJysjYuLizIYDMbdu3e7Hj9+3Amu3I+8vb0t2dnZf5+P37+Qv8Tv04EDBzeODWkgbv9rT09s5soZvP5shFu037/6GNcasdld0+qneha5EF8jRxrY/pMHr4r9+3EfOZKq5s1IfXoUmqBwbEoFp4uOU2gq4MDpX9iUvIa7T6nYGlpJRCG0Og3vxoPCCs+fjWHSh4dYZ32AV5hO496PkhH+FVozmJSASods2Pc8aiqgvYsfokXF/8a4cyJJRZsB5SR+rqVRTCUjJ5l54v4Q6l+thI6f0K/lp/xQ9gJzFrTCZoV575uRKZzw9wfVDdYftQue3LIcntr0EIWmAsa1mcT/Jb6DXCZnUY9FBOoCCdAFYLFZ8NZ646V2RajIksTK3uGS1cYzHooPSLE7IKWersyBxuPAozmofaWaPbYqKSW1xu+C4BFknNIG00OmIAPpR9PusN8KeAzJta1Z7d9/ap/58MO65HLXxGaDX35B06YNlbI/KHucnZ1tNTU1F+3l0sGuIAiIokiHDh1Kt2zZcoJr4OPjY01OTk7dtGmT65IlS3zXrVvnuXTp0lPX2ub3olar675q7W5NoigyYcKE3GefffZ8/XW3bt2q27Fjhy4xMTFNp9PZ4uPjIysrK2UAKpXKZo97MRqN1bm5uaqioiKZh4fHRcIsLi6u6siRI1qr1YpcLmf27Nl5s2fPzrO7UQFoNBpx0KBBpYMGDSr18/Mzb9y40f2+++4rk8lkdOnSxdSlSxdTjx49SkeNGhX+4osv5t/IeQ4ePLhw8eLFvt7e3tbY2FiTh4eH7Xr3488QlZ6enpbCwsK6Vx/5+flyd3f3OoFsj+m5dDutVlt3bFEU2bBhQ2ZcXFx1/XVEUUQQBPHSedfCfr8VCoVosVjqOqnsDzwEVzqmvV1OTk51C+VyORaLRRBFURg4cGDB4sWLcy7drn4/slNdXS2rfz0cXJ9rZW9rfq3pr2ykAwe3C1YupCG2WxbOI7lHnUSyLBxFyuRltzDkAkVIAy0b0uDcPtn+pMlab7KnSv6zp5p6U3XtNfizp8p6U8U1piqkwWn9jGg6LmREU/LPHbwCyM6exfP++xFdXTk2dzqCnz9oNOSW5JBTfJrjBeks/20R8flKfvWpwa8Cxv8kCR5BhMl5Bp7/IIVfrG14mOWEtH2NzBbvoTULkuCRq2HotwyzVnOn1gu54MTi51zZ+4WWziPLOJjrhKunyOvvKpk60pOaqtqrJYgE+51n7gNPcbqyCa99+hzHM5XMWlCCZ7ALXl7g7HzNU6vDLnhOl2Tx2KeDKa4s4ok2E1n+22KUciWLeywmxDWEQF0gFqsFX2dfvLWeCFW5YK2BfRPAlA2aQKm4aHmmtGO1vyR4AvtAwD21AqdW8Ahy0PjXWnykXnJcG8ydMgVHkfqEfXTVCUnwBPPPFzw3g0wG7dr9ccEDkkixWq2CyWSquzRJSUnOaWlpKqvVyoYNGzw7duxY1rlz54rExESX5ORkJ5Bcmg4fPuwE4OzsbLXHk+Tm5ipqs5gVz5w5MycpKUnr6elp8/f3r1m5cqU7QGVlpWDP9tagQYPoP34WF+jRo0fpypUrve3tOXHihDInJ0dRXFwsd3Nzs+p0OtuBAwfUhw4dumIv1+l0tsGDB58fPXp0aFWV9NCcPHlSuWTJEs+YmJjq2NjYivHjxwfZ4zhMJpNgHzjv3r1bm5WVpQQpk1tSUpImLCysJisrS7l79+46F6fExERtUFBQjZeXl9XV1dW6bds2F4APPvjAq23btuWXtqlnz55lKSkp2mXLlnkPHDiwEOBa9+NSZs2a5TNr1iyfKy27Fl26dCn79NNPPe3X4Z133vFu165d2U3uo3TevHl+Nps07re7/N15552l7777ro893iU/P1/etGnTqpycHJX9nFasWOHVsWPHax6vTZs2ZR9++KEXSPFPpaWll9mn3dzcrOXl5Ve0W7dp06Zs+fLlXiAJYw8PD8uVXBvtdO/evXTr1q0eOTk5Cnu7MzIyrvqK6MSJE07NmjWrutY5OLiYa1l65tX+VQMtgUNI3+mxwF6kWE0HDhxwQYBcSTzYB/oWLrbS2JFzwcLwT7cuOPgHYDbj0bcv8rNnObNmJQUBHjh7+VNUWUB28XEKKvJYsvt1IooEspzNaM2w7DPoMUza/MkzDZj+fjrHxQb0kX2Oe+Qn5N05FY1Fhklpkwb+CVsYoFBzv1KLSq5h5RvOfL3chdb9Kkg8oabq/xQ8sk/g9Wfh7Blpv4IAao3Iq32ew9ftHDMPreOHb9146unzNLvDHa0zuLvf4CnWCp6sokye3DSUGks149tMYPHehagVahb0WECoayh+Ln5UW6vx1/njrnaHqvNQUwZHF8G5nVJdHa/2cPoTacdKT6g6Cx4toMFQKRW1oABbDSDUCh45WKsBkQznULrLlORw4fkGuBsYghS7YwB8cTy3V6NTp04l33zzjcv9999fBtC0adPyp59+OjgtLU3TunXrsqFDhxbL5XKWLl2aNXjw4IY1NTUCwLRp03JiY2Orhw8ffr5Hjx4Rvr6+5vnz52c/8sgj4TabTQCYPn36aYBVq1adGD16dNiMGTMClUql+MknnxyrtVhc9bbExcUZ7Van3r17F9pjRq5Fv379SlNSUtStWrUygGR1WL169Yn+/fuXvPfeez56vd7YqFGjqri4uIqr7WP+/Pk5EyZMCNLr9dFOTk6iRqOxTps27UzteWQ98cQTIWFhYU3c3d0tarXa9tJLL50GyVXw0UcfDbNbzpo2bVoxZcqUs6dPn1Y+88wzwfn5+UonJyfR09PTvGzZslMAy5cvPzFu3Liwp556ShYaGlq9du3arEvbo1Ao6NatW8mGDRu81q9fnwVSAoWr3Y9Lt09LS9O0b9/+MjF1KW+99VbA0qVL6+KC8vPzDycmJmpjY2OjZDIZYWFh1cuXL7+pTGRvvPHGmTFjxoQaDAajKIpCcHBw9fbt2zMnTpx4LiMjw8lgMEQrFApx+PDh51544YVz7777btbAgQMbWa1W4uLiTM8888y56+2/f//+DY1GY1Tbtm3LAwICai5dJz4+vlKhUIiRkZHGhISE8y1atKjrR7Nnzz6TkJAQrtfrjRqNxvbRRx9d05LZokWLqqlTp+Z069ZNb7PZUCqV4sKFC0/p9frLjpudna1wcnISw8LCHJkMbgLheiY/QRA+Bl4TRTGp9nMMUka3Ebe+eb+Pli1biomJiX93MxzcJlzNGmIXM2YupCGuT/10xHZh4xgYOfijuI0Zg/OyZRTNn8+Je9pR5e2ORbSSmn+YUlMhb3z7HOqSCuQWG5VK+Pr/4J7hUKCFIbkBrFyaSxHutFL+ylnfHGzDumJVCFTLa19ADvyEu32iGSMKOKtd2bJcw5IJHkR3qeTscTnFeQqGLRUo2SWwQQqrQRBArhDpYviWb6bcw+6y8dzx2Ft0u6uM6YsEBCcdgYE3FsdjtprJLc0m/dwRJnw2HAF4Mv5J3vp5Hs4qZxZ0X0C4ezg+Wh+qLdUE6gJxVbuCxQTlJyD3WzgwERAg7GE4uRwQQaYBrJKlJ3YW6BpIFiDRDKJFcnmTqSQBJFpI1YbSQ64in4vdIHsDDyAlL2jEP0fwCIKwTxTFlvXnHTp0KCsuLu781bb5K9izZ49mzpw5/p999tmJrVu36ubNm+e3ffv2zFt93LVr17odO3bMaerUqWevv7aD30uXLl0af/XVV8fquwM6uPW8+uqrvq6urraJEyf+rc/3P5FDhw55x8XFhV9p2Y3E9BjsggdAFMVkQRCa/klt+1MRBKE30Ltx48Z/d1Mc/Eu4kpi5VNBcyRYt44KgUSGZQ28VS4A4pMrudvYgmV4fu4XHvd24Ha6jdvFinJcto+zRRym6927Kna3IBRlHzyVTVVnKwh+mYa0oR10jcl4L3/0fPNxXEjxdzruzamkuNSjopf6cUxorugfvpkIpUCOr7eW9ltLOvzmPWCpx0Xiw83Mnlj7jTsPm1RSeklOcq+B/H9o4l6/ggw/qt0xEqyrjw0dHUyQ2pt+Ls2jYuIZX5piwyPwJ9rs5wZOUd5inN49ArVDzRMvHmPPzHFydXJl/z3waeDTAS+NFjbWGYNdgXJxcwGYBUw4Up8LB56SdhQyGU6uoi9aSKUFQgvF5KXGBTA2iFWzVoA2uJ3jMHNKGcq9cRREXC57+wACkdNRh/HMEzz+Z9u3bV/7222+lv7c46e/lwQcfdNSu+Av4KwSsg8txd3e3PvbYYwV/dzv+bdyI1+4RQRDeFwShsyAIdwiCsAw4cqsb9ntwpKx2YEfkQgKASqAcKX7mHFLl9BNcyM51Ailblz1DVzEXYj7qZ+mqP2m5EPtxq7N1xQFjkQbo1P4dWzvfwY3zb7+Oqh9/xG3CBKo6d6Zs4kQKXBWgUnLsfDqVphKWbZ/FOdNZ/MpFcl3g8zUwpz0k+YO+TM33i4qxAcOcP+JnmQGvh+IpdbZcEDxdXyO2cQ8er6nATePB4Z+UzBvjgW+4heoKgbOnFExbXI1CqWDW05e0zUnkf0NeIMg9m0c/eJ8qs5oF7+RiUXsTEHBjiQvsgue3M/uY+NkwXFTOPNnqcf730/9wc3Jj/j3zaezZuE7whLiFSIJHFKEyF8qzIXGsZLnx7gh520Cs9Qpx8pKyskU9D65Gye1NtEqJCjRBkgCymcFWQ6I2jHvkThQhfXfYBc8DwGBAj0Pw3CwTJkwoUCgU9OrVq8wxSHbg4I8zfvz4gr+zOOu/lRux9DwMjAPG137eCbxzy1rkwMF1sAsa+2Tj4tgZc+38+lm57NnC7NYZBZKF5t8waGkPvIs0QB8GrKj93P5aGzm4jH/zdZRnZeExYADWkBCK5s2j0suVClsR+SW5lJaf5eMf3yS18gSRRXDMAzZ9DN81hA3R4FEj5/BbVSDAVNfprDPdT8AIA/me5djsCY5aT6BR05FMKs/D09mH40fkzEjwROtmQ6a0kZuhYvKbJXh7uzOu38Vt07qItAzZw5hOS9h05FE+3dGJd94/jWugF54+CjSa65+fXfDsyf6Zl7aOwVvrzZhmo3l9z+t4abx48543ifSKxEXlgtlqJsw9DLWi1r5aUySlpj7wJNQUgjYcqnLBXJvdVR0EVTmgnwDebaTaPKJNEjxqf0kA2cxgq+Zn5zD6yFVUIAkeOw8Cg5Bc2vxxCB4HDhw4+DdyXdEjimKVIAjvAl+Kopj+F7TJwX+YS93N6qcWticDqJ8o3y5o6rubKbm17mZ/B+2RBurzgQn8Owbq/0T+jddRMJnw7NMHobqa80uXYgsK4rzcxPmyfM4VneL73R+ypzyJyPOQ4QWrPoV8F3jtDlBa4eAiKypR4AOP4bxe/Dz+g1uTG3i6btQuNHmIwI4vMrnkFH4ufpzNljNtgBc2K7h42jh9RMX4N84RGurNE4MkwwpIcTwaZ7BWV/PJcyMprA5m2Nw5jH+mgLg2ClQeOm7E6G6xWcgpzWZH1g5e/WIcQa5BPBz3MLN2z8LH2Yc373oTg7cBjUKD1WYlzD0MJ0VtIilLJVScgpTXoCQVFC6gDobC3dJyu+AJHgBBvUDpKp2A1SSlqVbWusbZqtmpDeV+uRPVXCx4HkISPSFIYscheBw4cODg38l1RY8gCH2AOUgvxhvUxvNMF0Wxzy1um4PblGquHDtj4UL8jF3MwIUkADLAif9mRd09SJaJCbV/2/HvGLD/0/jXXUdRxH3oUBTJyRR+8AHWqCgq3bRk5x4h79wJDv2ygc9KdtO4ANK94Z0t4FIDD/UHRNi8BoLLBL727MaTBYvwvq8fefr9dbsXGt+LZ/f5TC7OItjFj9JCGS8/4EnxWRn+EWZOp6gY9XIeEY29eHKQDEu9PEEKFZjK4bMZU/BVZdJ99jY63iXjoeFFmJ0b4OMjCaNrYbFZOFmSzfZj3zJz21M0dG/A0NihzNw1E39nf+bdPQ+jjxGVQgUihLqHopLX+srZLFCeBVmr4czngAy8u0DeFmm5ykcSPF5todFoULrXCp4Kyd1N6Vob01PJd9owBijUde6wdoYhZWkLBHxwCB4HDhw4+DdzI+5t04B44EcAURQPCoIQfgvb5OA2phqp/gxcbqFxpGu+MvbYE7srVrtLPju4Mf6N19Flxgw0GzdSOmUK1Z07I/r6knHuMLn5GeT89i0fFH5FWAlkesEb34KhAO4cBqIAL+6Ae04IHPaM4eGCFai6vsD5ZrWCAAEhuA3OfVfwXFEWjVx8qamUMf0hD7LTlARF1ZCd7MSwKbk0iXVh/AOqOsEjV4DVAuZqeLj/Hno3XMSqn4ZzoqYr/zfjOFWKQIICFFyvzovFZuF4STbbM7Yy65tJGLwNDI4ezIydMwjUBTLv7nlE+0Qjl0kZEELcQlDKa33YRRFMZyD/B0h7U5oX0BtyP5f+V7hI7m3OjcD4giRyBAEs5aD0AJWHJHgsFXzpHMYDCjUWpFg+O8OBEUhixz45vp8cOHDg4N/Ljbw0t4ii6MiC4uAPY0VKIqBCSgbgjCR0nJDUt2NAcWUOcfHA3B6bcuhva9G/k3/bdXTatAndK69guu8+ykeOBH9/8qvOk37iVyoSd7Pg7Ab8y+CkOzy/C7qegB4PCVgF6HIcXtkhcNotiGEFqyhq+TGlnRbW7VvmY0Q1+DOeLc4i2sUH0SZn9hh3UvaoCdBLgidh4lliW8iYNFhXJ3gUSkk7CDLQR5qYN3AMBWXeTN00l/lLchCVrviF6LhefK3ZZiGz5DTfH/mUmV9PoIlvEwYbJcET7BrMW/e8RaxfLHKZHLkgJ9Qt9ILgAagphvN7azO12cC7E+R9iWQjVkiiSOkKMa/U1t4RJAuPUgdOniBaES0VbHYOY6BCU1cw2M5I4BEuWHccguf3U15eLrRq1Sry92Zvmz59uq+92OifRVBQUJPc3NyLXvquXr3a7YUXXvD/M49zJaqrq4XHHnssKCwsLCYiIiK6SZMmUevXr3cFKCkpkQ0ZMiQ0JCQkJioqyhgdHR01b948b5AKko4YMSIkIiIiWq/XG2NiYqLS0tJUAPPnz/fS6/VGvV5vjIiIiF61apX7tdrQv3//8OXLl3vcyvNcuHCh17Bhw0L/zH1qtdpmV5o/YcKEwM8++0wHEB8fHxkeHh4TGRlpbN68ueHQoUNXLKr6VzJp0qTAl19+2Q8ubuulffuOO+5ofP78+RvIc/n7Wbt2rdvEiRMDb+Ux/snciKUnWRCEBEAuCEIE8BTw061tloPbkfNIwud2i7e51VwpnXJ7/rnWiX8q/6brqEhOxmPYMMzR0RTPnAl+fphkNvamfIV8fyJzc1biDOS6wrjfYMghaDdGwCwT8S+DjzdAmc6VsUVLSTEcxdbTnm5NQOYagvDQNp4sOU1zrTdyQcGiya78/LmWAH0NOUecGPRYIcY2JqYkhF0meGw2EASRpRNfxcOayoAPN/DibBtePmZ0gcHXTVxQZbNwouQ0PySt5vXtLxEfFE9vfW+m75xOmFsYb93zFlE+UVhtVtQKNYG6wDprDwDWKig6KNXisZrAuTEUH5SytgGo3CSLTszr4BYpKTSrCWRacPIBRERLBZ9oQxmq0CAiudfaGY0kelyRxI43DsHzR3j77be9+/TpU6RQ3Mhw43KWLl3qN3r06EKdTnfVSvZ/BkOGDClBSvJ5y7BYLEycODEwLy9PmZaWlqLRaMTs7GzF119/rattQ3h4eHh1VlZWslwu58yZM4rFixd7A7z//vue9u3kcjnHjh1Turq62o4dO6acN29ewMGDB494eXlZS0pKZJcKult5Pr/3vv6ZzJ8//0z9zytWrDjeqVMn09y5c70nTpwY8sMPP1yUMfDvbHf9tl7at3fs2HFLMxuazWYeeOCBkunTpwdNnz4971Y/U/9EbuTtyZNANJJn0lqgFMkl/h+HIAi9BUF4r6TEYZj6p1EKFCJZdxw4cHB1hMJCPPv0QVSrKXznHfDzw+Ks4UDqdwi/7GH+8Y+olku1dxIOwzN7oMsjMqrkIoiw4RNwlml5uWQGX4W4IQ4aDIKIgAxB44k4/HvGmM5zh9YThUzJmjnOfLHMBd8GZnIzVNz/SAkxnQp45aEwLGZpuG8XPCLg4S2yaM4u2jsvYMOv/Qm/606aNS1E4+mPm8e1BxLlNgsnS07z7cHlzNo+lfYh7ekV0YtXd7xKuHs4C7svJNo3GqvNilapJcg16GLBY7NC8RE4+DxU5oDCTaqzYymVlqsDpQxuhqelTG2CXMrSJlOBRioGL1rKWa0NZYhSi5WLBc9YYAzghkPw/FmsX7/ea9CgQcUAW7du1bVs2TLyrrvuatSoUaPohISEUKtVSk2zceNG16ZNmxqMRmNUjx49GpaUlMhmzpzpe/bsWeUdd9yhb926td5isdC/f/9wu7Xj1Vdf9QVITk52ateunT4yMtJoNBqjUlJSbvrtfn3LRP/+/cNHjBgR0qxZM0NwcHCT+laRl156yS8mJiZKr9cb678xv/POOxtFR0dHNW7cOHru3Lne9vlarbbZhAkTAmNjYw3ffvuty5o1a3zef//9UxqNRgQICQmxjBo1qiglJcXp4MGDzgsWLMiR1xa1CgwMtLz22mt5ALm5uUo/Pz+zfVmjRo3MPj4+1tzcXKWzs7PNzc3NCuDm5mYzGAw1AD/99JMmLi7OoNfrjXfddVejc+fOXWRFWL9+veu9997b0P5569atuq5duza+2v0AyUr2zDPPBLRo0SLyww8/vCFr0Zo1a9xiY2MNUVFRxnbt2umzs7MVIFm2BgwYEG63Un300UfuAEuXLvW0W63GjRsXVH9fo0ePDjYajVFt27bVnzlzRmG/X1eyXHXr1q385MmTTpfeh++//95lyZIlnk2aNIkyGAzGhISEMLslcsOGDa5GozEqMjLS2LZtWz1Afn6+/M4772yk1+uNcXFxhr1792pAsuAMHDgwPD4+PjI4OLjJzJkzfe3Hnjx5sn94eHhMu3bt9EePHq3rj/a2Xtq37dfWLlhfeeUVv4iIiOiIiIjo6dOn+wKkp6erGjZsGD148OCwxo0bR7dv3z6ivLxcAEhJSXHq2LFjRHR0dFSLFi0iDxw4oLYfb9SoUcGtW7fWP/bYY8EymYx27dqVrVu37j9Z2+W6okcURZMoii+KotgKaA3MFkWx6nrb/R046vT8M6kB8pBc2hw4cHANLBY8BgxAfvo0Re+8g61BA2we7hxN24Np+xY+TPuIHJ1IuQp6pUtxPHeMVlCqtFEjhznfQosCJz4sH8kin27Iht+NKLMgIAOlFnH4DwypqaS7kytKuYptK9WsnOmGZ7CFsyeU9BxaRtNu+bz6UKOLBA9IFh4vbxtvLzlOb89nKDNp+SzvfwxOOIdc44aHv+6ap1Zis3C25DRfJL7D7J3T6dqgK3c3uptXd75KQ4+GvN3jbYy+Rqot1bioXAjQBSATLvmJMmXDkf9B4V4QFKANg8psaZkmBKrOQNhQCL5PEjy2KpDJJRc3BERLOR9pQxih1NZlirTzBPAo0osZb24/wTNyJCHx8UReb2rVisjoaKJatbr+uiNHEnKtY1ZVVQnZ2dlOkZGRNfZ5SUlJzgsWLMhOT09PycrKclqxYoVHbm6uYtasWQE7d+7MSE1NPdK8eXPTjBkz/KZOnXrW19fXvGPHjoy9e/dm/Pzzz9rc3Fzl0aNHUzIyMlIff/zxAoCEhIQGY8eOPZuenp6amJiYFhoaar56q26M/Px8ZWJiYtrmzZuPTps2LQgkIZCZmak+fPjwkSNHjqQePHhQ+9VXX7kArF69OislJeXIwYMHU5cuXeqXl5cnB6isrJTFxMRUHj58OM3T09MaEBBQ4+npedkb9oMHD6qjoqJM8qtU8R06dGjhd999524wGIyjR48O3rNnjwagTZs2Jm9vb3NISEiTAQMGhK9Zs6ZuADRixIgGs2bNOp2RkZEaHR1dOXny5Ivcmvr27Vt64MAB59LSUhnA2rVrPQYMGFB4tfth306tVtv27duXPmbMmKIbuZZ33XVX+cGDB9OOHDmSOmDAgMLp06f7A0yZMiXA1dXVmpGRkZqRkZHas2fPsqysLOUrr7wS9OOPP2akpqamHDhwwHnlypXu9mvZvHlzU2pq6pH27duXTZky5ZpuWhs3bnQzGAyVl94HHx8fy4YNGzwTExPT0tLSUmUymfjuu+96nTlzRvHEE0+Eb9y48Vh6enrqZ599dgzgueeeC4yLizNlZGSkzpgxI2f48OEN7MfIzMxU79ixI+O33347Mnfu3MDq6mph165d2k2bNnkmJSWlbt26NfPQoUOXve+9tG/XX7Zr1y7tmjVrvPbt23ckMTHxyIoVK3zs9/vUqVPqp5566mxmZmaKm5ubdcWKFR4Ao0aNCluyZMmplJSUI3PmzDk9bty4OtfCY8eOqffs2ZOxbNmy0wAtW7as2LVr139ySHYj2dvWIL0AswL7ADdBEN4URXHOrW6cg38/NuAMUke7pY6qDhzcBrhOmoR6+3aK33iDmpYtEb29yT6WSPE3G9iw70P2NZbyRXfOgqWfwx2PKjnrZMYig/6p8NgBBd9Vd+Mp3bPIH2mBVWFCQIYoU8JD27hPpmSAXIWTQs3P21QsmuCBq6+FwtMK7hpYTvy955k+rDFWiyQ27B4gogg+/jbmv51FpGkhwcrfmPzVMh57UYVAJZ7BPldNXGADim0WKoqzWb93Pm//upAejXvQOrA103dOJ8IzgkU9FtHYszGV5krc1e74OvsiXJr6raoAMt+HUx9Ln91bQtEv0v8qP0n8+HSGiLGSILLVjrM1AYAc0VLGu9pgHldK4w97hkgRqQjdI0jp7r24/QTPzWAyIcvMRNO4MZXOzvwh95e8vDyFTqe7KJinSZMmFUajsQZg0KBBhbt27XJRq9W2Y8eOqePj4w0AZrNZaNGiRfml+zMYDNXZ2dlOw4cPD+ndu3dJ3759S4uKimT5+fmqYcOGFQNotVqRC2Xafjd9+vQplsvltGjRoqqgoEAJsG3bNtedO3e6Go1GI4DJZJKlpaWpe/ToUT579my/L774wr32vJUpKSlqf3//CrlczogRI25IHNRn8uTJ/ps3b/YsLCxUnD179nCjRo3MmZmZyVu2bNF9//33rvfee2/kihUrjt13331lO3fuPLpjxw7tN9984zplypSQxMRE5xdffDG/rKxM3rNnz3KA0aNHFwwcOLBh/WMolUo6d+5c+vHHH7s9/PDDRT/88IPbokWLTm/btk13rfsxbNiwmzqfEydOqO6///7gc+fOKWtqamQhISHVADt37nT9+OOPj9vX8/HxsX799de6Nm3alAUGBloAHnjggcIdO3a4DB06tFgmkzFq1KhCgJEjRxb069ev8ZWON2zYsIZqtdoWHBxc/e67754CqH8ftm3bpktOTtbGxcVFAVRVVcl8fX0tP/74o3N8fHyZ3VLm5+dnBfj11191n376aSZAnz59ysaMGaMoKCiQA9x9993FGo1G1Gg0Fk9PT/Pp06cV27dvd7n33nuL7e5jd999d/HNXK8ff/zR5d577y12dXW1AfTs2bNo+/btuoEDBxYHBQVVt2vXrhKgWbNmpqysLKeSkhLZgQMHXAYOHNjIvo+ampq6r7B+/fpd5F7q7+9vycvLu4GS0bcfN+LUaBRFsVQQhCHAl8BkJPHjED0OrksBkqXnP/lKwYGDm0DzwQe4vP025SNGYOrfH3x9yT+ZTMmXn/Lt9iVsbSGisEKzPFj7Cdwz2omTztXoqsGrEt77Qk6yOYb+zsuQP9IJq/q8JHgABm+ki4s/w21W1EoNqb8qmP2wJ2qdjdKzCu7oU8EdfQuZNjSsTvDIa7OLiDbwDbQxf1EWocXLaKpYSGmlC03vaYSScjyCg1A6XfmnxAyU2SxYi7P5cM8bvLf/Pe6PvJ84vzhm7JqBwdvA4nsX09CjIRXmCrw0XnhrvS8XPJZKyN4AR2ZLn92bXxA8CjcwnwOdAZq8AnInEGuT4muCAQU2Sxlva4OZoLzwTWQvWPw0UgyPwO0teD78kOwbWc9mg19+QdOmDZXXy8B3PZydnW01NTUX7eXSeysIAqIo0qFDh9ItW7acuNb+fHx8rMnJyambNm1yXbJkie+6des8ly5deuqPtfLKqNXqOuEk1hanEkWRCRMm5D777LPn66+7detW3Y4dO3SJiYlpOp3OFh8fH1lZWSkDUKlUNvuA02g0Vufm5qqKiopkHh4eFwnKuLi4qiNHjmitVityuZzZs2fnzZ49O69+8L5GoxEHDRpUOmjQoFI/Pz/zxo0b3e+7774ymUxGly5dTF26dDH16NGjdNSoUeEvvvhi/o2c5+DBgwsXL17s6+3tbY2NjTV5eHjYrnc/bjYW5IknnggdP3583pAhQ0q2bt2qmz59eqD9el7aH+zX+ka47HuiFntMT/159e+DKIrCwIEDCxYvXpxTf53Vq1e7XWmfV2qTIEiVnZ2cnOoWyuVyLBaLcK223QjXugYqlar+8cTKykqZ1WpFp9NZ0tLSUq+0jYuLy0X3q7KyUlCr1f+5eB64sZgepSAISuB+YLMoimb+hLcoDm5/KpBEjyOO58/DjBRcV3WVqfJ3TKZrTBVXmcqvMZVdZ/nNbFN2nWW/9ziXbltZe/1qkEzaf/UXnPKnn3B/7DGq27al9LnnwMuLojPHKP5iPQc2vcXSFiJKC+gL4LM10HekhiT3aiIKwKSEdRsESmoC6ebyOeYh92N1P1YreGzQdwWtfJswzmpG6+TCyTQ5rzzgBQJUFMlpe4+Jux8oYdqw4IsEj1ArePyCbMx/+wQ+51bQRvEGG/YNZiubadg8GHc/N9SuV3ZrqwQqbRbkxdm8tfNV3tv/Hg8YHyDWN5aZu2YS5R3F0l5LJcFTU4GP1gcfZ5/LBws2K+T/CAenSGLGuQEU23PuqaSYHpU3NJsrZWcTrdI8TSAISmzWcuZqgy4SPDIkYfMcMIrbX/DcDDIZtGv3xwUPSCLFarUKJpOp7rImJSU5p6WlqaxWKxs2bPDs2LFjWefOnSsSExNdkpOTnQDKyspkhw8fdgJwdna22uNJcnNzFbVZzIpnzpyZk5SUpPX09LT5+/vX1HOBEuwZsRo0aBD9x8/iAj169ChduXKlt709J06cUObk5CiKi4vlbm5uVp1OZztw4ID6Su5MIImFwYMHnx89enRoVVWVAHDy5EnlkiVLPGNiYqpjY2Mrxo8fH2SPLzGZTIJ9ALx7925tVlaWEqRMbklJSZqwsLCarKws5e7du7X2YyQmJmqDgoJqvLy8rK6urtZt27a5AHzwwQdebdu2vcx61rNnz7KUlBTtsmXLvAcOHFgIcK37cSmzZs3ymTVrls+1rltZWZnc7nL40Ucfednnd+7cufTNN9+si4M5d+6cvFOnThV79+7V5ebmKiwWC5988oln586dywFsNhv22J2PPvrIKz4+vuxax70a3bt3L926datHTk6OAqSYnYyMDFWXLl0q9u7dq7NnxcvPz5cDtGnTpmz58uVeIAlcDw8Py5VcFO107dq1/IsvvnAvLy8XioqKZN9++637ldar37cv3f7LL790Lysrk5WWlsq+/PJLjy5dulz1XD09PW3BwcE19hgrm83Gzz//fNWUMunp6ero6OjKqy2/nbkRS89SIAsps+tOQRDCkOLSHTi4KmYktzYtjkHEn0UV0mDcfk2vdF2FS/5euuxq9+Jq45trbXO9ZVfjZrf5Pfu63v5EJLcrGxcK5dqL5VqQhI/1KvuQc6HGlL1w7h/p47LTp/Hs1w+rry9FCxaAhwcVhfkUbFnNmf+bwwt9RVQWCCyDr1bBsKEu/OJdzj2ZAl83Fnl/MwQVu9Pc/TtK73ocMfA3QJAEzz3ziWrYjQmm87hqPDl/RsbUAV5UlguYq2W07GKie0IJL4/wvyB45NL52GwQGGJj3oLj6LLX08XjVb5I7o97/zno3EVctVU4e18+1hGRhLHSZkFefIqXf3iRj1M+ZljsMELcQpi5eyYxPjEs7bWUINcgKswV+Ln44aG5Skx0UTIkPgnmYqnAaGUeddE4Sq3kxtZ0tuTGJlqlxAXaIJCpsZlLeU0TzMv1BI+8to1TgIdr9+QQPLeOTp06lXzzzTcu999/fxlA06ZNy59++ungtLQ0TevWrcuGDh1aLJfLWbp0adbgwYMb2t1ypk2blhMbG1s9fPjw8z169Ijw9fU1z58/P/uRRx4Jt9lsAsD06dNPA6xaterE6NGjw2bMmBGoVCrFTz755FitxeKqtzQuLs5oF9i9e/cujI2Nve4gsF+/fqUpKSnqVq1aGQC0Wq1t9erVJ/r371/y3nvv+ej1emOjRo2q4uLiKq62j/nz5+dMmDAhSK/XRzs5OYkajcY6bdq0M7XnkfXEE0+EhIWFNXF3d7eo1WrbSy+9dBokV8FHH300zG45a9q0acWUKVPOnj59WvnMM88E5+fnK52cnERPT0/zsmXLTgEsX778xLhx48KeeuopWWhoaPXatWuzLm2PQqGgW7duJRs2bPBav359FkgJFK52Py7dPi0tTdO+ffvLxJTFYhGcnJxsAC+++OKZBx98sJGfn19Ny5YtK06dOuUE8Prrr+c+/PDDoREREdEymUx84YUXzgwfPrz45Zdfzrnjjjv0oigK3bp1K3nooYeKATQajS0lJUUTHR3tr9PprBs3bjx+6XFvhBYtWlRNnTo1p1u3bnqbzYZSqRQXLlx4qlu3bhULFy7M6tu3b2ObzYaXl5f5p59+Ojp79uwzCQkJ4Xq93qjRaGwfffTRNS2SHTp0MPXt27cwJiYmOigoqDo+Pv6y6wNQv2/Xj+vp0KGDKSEhoaB58+ZRAEOHDj3Xvn37yvT09Ku6pK1du/b46NGjw2bPnh1gsViEvn37FrZt2/aKfXrnzp262bNn51xp2e2OcDOmxLqNBEEhiuLvS7r/F9CyZUsxMTHx727GfxYROI00gLxO9loHN4i5dgpFqnPk4NZjF0VWbqFAqqrCu0MHFEeOcP7TT7FERVFtriLvs+VULvkf3R8SEUTwrIRdH8Lkfm5sDCnhoSQ5q5pYefgAzP1RR3ufb0mL/AhavVu3a6HjVMLaTOCV0jP4O3tRXiLwTA8vTqUpsVkE4jpUcv/oYmY+4lcreETkcqHOpS0o3Mact44jP7qZAQHP8H1Gb5S9F+OkkaFTl+EWGISgvtjKY0USPG42C2VFWUz57jk2pW1iTPMxeGm9mL1nNrF+sSzrvQw/Zz8qaioI1AXiqna98k0oz4Gfh8K57YBCsuSYa8MJnPyg5jw0mQEB90iNtlRI4kfpgtVcxsvaIGbVEzwKpO+nqcBQpGfKG0n0/NsFjyAI+0RRbFl/3qFDh7Li4uLOX22bv4I9e/Zo5syZ4//ZZ5+d2Lp1q27evHl+27dvv6WpeUGqR3Ls2DGnqVOnnr3Vx/ov06VLl8ZfffXVsfrugACPPPJISERERNWUKVPO/V1tc3A52dnZikGDBjX8+eefM66/9r+TQ4cOecfFxYVfadmNJDLwAqYBHZB+L3YD05E8lxw4uIwiJNeoa+dycnCjWJFc2hyC569FVjvdiDn8ZgRSnU+EKOI3ciSqffs48957VDZujK2mmuLP/g+XubPpPlJaTVsD36yE13p7sDGkiJGH5HwWYSU2D6YlutMrahVpyu8uEjyyFo/i0/ZpXijJxk/rSU01vJLgQVaKEkSIbl1Fn4evLHhsNghtaGP2vGPUJG9jaPgz7D7RHW3fhQgKGTqnMtwDfeASwVNde57+Nivni7KYuG08X2Z+yfj48aiVat7Y/QbN/JvxQZ8P8NR6UmGuIMg1CJ3TVb4pakohaVqt4AHUvlJ2NpBSU1edgcbjwP9uKdOC1QQaX1C6YDGX8Zw2iLfqCR5V7fV/BUiobevtInj+ybRv377yt99+K/29xUl/Lw8++KCjdsVfwJUEbKdOnSLMZrPwv//978yVtnHw93H8+HHVvHnzbii+73bkRn7PPwZ2Av1rPw8B1gF33qpGOfj3UgmcxSF4/ixsSG/Og3EUdf0n83sEEnPmoFi7lpoJE3Bu2xZVVRXntq4jcNbrtB4txeqoLLBtNSzr5s1HDc8zJEVBkpcFsxwW/uzD2GZz+Tn7HHSfWrd/edQAdHf+j+eLjhPi7IMoCswe7U7yLjUIIpHNa+j9cBGzHvXHapGc/WR2wWOF8Agrr885QdGv2xljGM9vp7vh1HcJVlTo1KW4+3uBk+dF52SqPf8Qm5XThcd4/MvH+e7EdzzX7jkA/rfnf7QIbMGHfT7E1cmVSnMloW6haJVaroi1Bo6+Ayc+kD5rQi6kpnbykwRPQE9o+HDt+hVSm5RuWCzlPKENYmk9weOEJHhmAYOQXEXtaakd3HomTJhQANCrV6+yXr16/a44DAf/Hnbu3Hn0726Dgytzxx13mK6/1u3LjfxGe4qiOKPe55mCINx/i9rj4F+MBSmOR4PjzemfgYgUZB+AI/vd7YQMkH31FTz/PNxzD6ohQ1BVV3N22yYCZ7xGx5GQ6wJyG2xZC9+08uTtyPPcl6nAvdzCb9Gw6GdvljZ9kW17vGFIr7p9y8O7orrvQyYUHifY2ZtKQeD9yTr2fKZFEEQaxtTQ+5Ei5jxxseARAKsVGkVamfH6cbJ//ImJzcdx+FxHFH2WUm1zwk1bjruvG6LGW8pygNRHywBXwNtm5URhJmO2jGHnqZ281PElTBYT836eR+ug1nzQ5wOcVc5UW6oJdQtFo7yK86tog5wtkpUHwMn/guBRuEL1WXBvBtHPS7V4LOVSrI/SA7OlnIc1QaxWXogjVyMJnjeAAUgvZhyCx4EDBw7+e9xIfpbtgiAMFgRBVjsNAr641Q37PQiC0FsQhPdKShxW7b8aEciv/av8m9tyu1CONDBzlNq9zUhPhwcfhMaNYepUqKmh5PMNuL/8Gv0fgKTaXEYb1kOKwYtXYgvpckrBwIMWFreG4Sc8yGz4BBt2tIQH7wdBqjijCGiJfNCnTCs6TletJ/6CjC/nOfPluzoEmUhIpJmeY4p4a7xfPcEjHctqg0ZGK1NfO0b614mMbzqKo8WtEXq9T7VNg5uzCXdvZ0SNX53gsSAJHj/A12Yl83w6IzaPYNepXbzW5TXKzGXM+3ke7YLb8dF9H6FVajFbzYS6X0vwiFB4AH57TEpQoHCF6rzahUqp2Kg2GOJeB7lGcmlT6sDJixqriYGXCB4NkuD5HzAQh+Bx4MCBg/8yNyJ6HgXWILlA1yC5u00SBKFMEIR/VBY3URS3iKI4xs3NMUz8qylGGgBdxVnFwU1SgSR2vK63ooN/FyUl0KePJBzmzgWLBdPWTeimv8HoPvB9benA/9sEhcGePN2qgBZnFcz90sK43hBbqiXE5xE+3NYTc8LdIDcjIEPu0RjbkC+ZUnKKrhoPnGVyvlml5v3prgiCSEgDMw8NK2LxBLvgsSGTgYCAzQqGKCuzpmaSuimJF9oO51RlU0zdl1NkdkblXInKS0mp1p9yQVaX8tseZ+Zqs3LkXCrDPhvGrzm/MueuOeSb8pn/y3w6hHZg+X3LUSlU2EQbYe5hqBXXcNQ0nYFfHobqc5IVx1ovCZZCLQmd2DdA7QO2SpCpwcmHKlsl92qD2VxP8DgjCZ75SL7ZJhyCx4EDBw7+y1zXvU0URUd4hoNrUoUUx+NwwfpzqERyyfHF4SZ4W2GzweDBcOwYLF4MKhU1mz9DM38B0zrDiqbSaou+BLXOg+FtCokokbNxlYV7h4JMrqCPbggffDKY0oH3gMqEDAWCsy/W4T8wseIs96pdkcsU7PpGxWtPeiAAgSEWBj1UzOyXfLFa7YJHQBAErFaIibbw6nPH+fGTDP7XewjnaqJx7rIC0aQjzK0Kd08ZojYIq0x+UcIGDSCzWUk+m8zQTUM5cv4IC7ovIO18Got/W8wdYXfwfp/3ERBAhFC3UJTya9iBa8okC09JkvRZUEiWHZDq8FhKIe4NcI0EaxXIlKDxo9JWTWdtML/KL4gpZyRL1AKgF5LV1AfHSwQHDhw4+C9zQ+XHBEHwEAQhXhCETvbpVjfMwb8DK1IcjxM32JkcXJMqpNTGgTiu523HlCmwbRs8/TSEhmLdtBHV/AW83wxmdJZWmfkdNBQ9GN2xCN8qOd99aOWlbpDsC8PUvfl020hy7xoI2gLkggKcdFgf3s5IczmDlFqUchWHf1Pw3EOe2GzgE2hh0NAi3prpUyd4BJlUYclqhdgmFl56Oosv151gdu9BlNIYeadVlFe54eFWjaeHiNw5GIVMgROS0HFGiuGR2awcyjvEg58+SHpBOovvXUzquVQW/7aYrg268mGfDwGQC3JC3a8jeKzVkDITznwufZY7XxA8Tr5Samr9U+DTAcQayVKm8afCWk2reoJHQHr5YgEW4RA8/wTKy8uFVq1aRf7e7G3Tp0/3tRcb/bMICgpqkpube9FL39WrV7u98MIL/n/mca5EdXW18NhjjwWFhYXFRERERDdp0iRq/fr1rgAlJSWyIUOGhIaEhMRERUUZo6Ojo+bNm+cNUkHSESNGhERERETr9XpjTExMlL2I5vz58730er1Rr9cbIyIioletWuV+rTb0798/3F7k08H10Wq1zQCysrKU3bt3bwjw008/adatW1fnVvRX9J9JkyYFvvzyy34AY8aMCf78888dRomb5EZSVo8CxiMlkDoItAF+Brre0pY5+FdwFkn4ODKL/XFqkN6ihyAJHwe3EatXw5w5cN990KkTtjVrkK9axReN4dE+0iqT9kCnEjcG3lOEWpTxw4dWvoyAj5pBb2VrDvw0liNNHwP3E8gFBTaZCnH4d/QT5DwiyFEpnMjKkPNkXy/M1QIePlYGJRSx4A0fbPUEj73waFyshWfHZbFpZTbvD+1HpSwMsfVayqs88HQ34+FuQXAOkywql2C1Wdmfu58HP32QnLIc3uv1Hj9l/8R7+9/jroZ3sbTXUqw2K0q5kmDXYOSya/RomwWy1sCROdJnufMFtzaVl5S4IHQwhPRFekJE0AZRajUT6xLGydr22QWPGXgXuAvJDc8XuDjXnIO/krffftu7T58+RQrFjeRNupylS5f6jR49ulCn09muv/bvZ8iQISXALQ0ItlgsTJw4MTAvL0+ZlpaWotFoxOzsbMXXX3+tq21DeHh4eHVWVlayXC7nzJkzisWLF3sDvP/++5727eRyOceOHVO6urrajh07ppw3b17AwYMHj3h5eVlLSkpklwq6W3k+v/e+/l7MZjNK5d8TORweHm7etm3bcYDExERtYmKi8wMPPFACf03/qc8zzzxz9uGHHw7r06ePIxviTXAjb0/GA62Ak6IodgGaAY5iUw4oRXrCna+3ooPrYkGKkQjGkQjituO332D0aIiNhZEjEd9/H9mqVfwWCP0GgyjA8P0w7KQ7w7qWUKMU+G65jWI1PNZHRrQ8FOHoBHZ7zIWAA8hlCqwIiA99QVeNNxNsNtRKDedyZYzp5UV5qQydh5UBCcUsmVcreAQbgmAXPALN4syMH3WST1bmsXTIfVhVAZjjP6as2gtPDwue7lUIziEgv7wylMVmYe/pvQz8ZCB55Xl80OcDdp3axXv736NH4x4s670Ms9WMk8Lp+oJHtMHZ3ZD4pPRZpr4geOQuUFMA3p2g0RjJ3U00gyaAszYrjesJHhlSmnwzsBRJ8JTiEDz/BNavX+81aNCgYoCtW7fqWrZsGXnXXXc1atSoUXRCQkKo1WoFYOPGja5NmzY1GI3GqB49ejQsKSmRzZw50/fs2bPKO+64Q9+6dWu9xWKhf//+4XZrx6uvvuoLkJyc7NSuXTt9ZGSk0Wg0RqWkpDjdbDsXLlzoNWzYsFCQLCEjRowIadasmSE4OLhJfavISy+95BcTExOl1+uNEydODLTPv/POOxtFR0dHNW7cOHru3Ll1oWNarbbZhAkTAmNjYw3ffvuty5o1a3zef//9UxqNRgQICQmxjBo1qiglJcXp4MGDzgsWLMiRy6VnJjAw0PLaa6/lAeTm5ir9/PzM9mWNGjUy+/j4WHNzc5XOzs42Nzc3K4Cbm5vNYDDUgGSNiIuLM+j1euNdd93V6Ny5cxc9jOvXr3e99957G9o/b926Vde1a9fGV7sfIFnJnnnmmYAWLVpEfvjhh1e1FtW3SgBEREREp6enq9LT01UNGzaMHjx4cFjjxo2j27dvH1FeXi4AxMfHR44cOTKkWbNmhoiIiOjt27dr7ft68MEHw9q3bx/Rr1+/BmfOnFHcc889jWJiYqJiYmKivvnmG2eQLGUDBgwIt1u9PvroI3eApUuXetqtYOPGjQuqf2+efPLJoMjISGNcXJwhOztbAZCWlqZq2rSpISYmJmr8+PF19zg9PV0VERERXVVVJbz++uuBW7Zs8TAYDMZly5Z51O8/GRkZqrZt2+r1er2xbdu2+qNHj6p+b7+aPHmyf3h4eEy7du30R48erevXer2+pri4WHHq1Km/VnX+y7kR0VMlimIVgCAITqIopgGRt7ZZDv7p1AC5OATPn4ENKcg6BIfF7LYjPx/69gUXF8m9beFChM8+I9NLxp3DoEYB9x2BF5J0JNxZzDkXgW3/JxJQDr3HOOMs09KkZBKfl3wJjb9FhhyraIVB62npGclUcyXOTs6UFQuM7ulJQZ4cZ1cb/YcU8f5CL2w2AUGwISAgCLWCp6mZMUNPsWb5eT56uBcyjReVLdZRWuOLl5cVT1cTaENAfnlvNFvN7Mraxf3r7qfAVMBH93/Et8e+5YMDH9Bb35ulvZZSba3GReVCkGvQtQUPQOkx+HkYWCtBkF1waROUUqICVwMYnwVFrbubOoATokCEcxjnZNJvvYILFp4PgG5IgscPh+Cpz8iRhMTHE3m9qVUrIqOjiWrV6vrrjhxJyLWOWVVVJWRnZztFRkbW2OclJSU5L1iwIDs9PT0lKyvLacWKFR65ubmKWbNmBezcuTMjNTX1SPPmzU0zZszwmzp16llfX1/zjh07Mvbu3Zvx888/a3Nzc5VHjx5NycjISH388ccLABISEhqMHTv2bHp6empiYmJaaGio+Y9er/z8fGViYmLa5s2bj06bNi0IJCGQmZmpPnz48JEjR46kHjx4UPvVV1+5AKxevTorJSXlyMGDB1OXLl3ql5eXJweorKyUxcTEVB4+fDjN09PTGhAQUOPp6XmZ1ergwYPqqKgok13UXMrQoUMLv/vuO3eDwWAcPXp08J49ezQAbdq0MXl7e5tDQkKaDBgwIHzNmjV1LlcjRoxoMGvWrNMZGRmp0dHRlZMnTw6sv8++ffuWHjhwwLm0tFQGsHbtWo8BAwYUXu1+2LdTq9W2ffv2pY8ZM6bo91zbU6dOqZ966qmzmZmZKW5ubtYVK1bUDf5NJpPswIEDaQsXLjw5ZsyYBvb5hw8f1n799deZW7ZsOfHoo4+GTJo0KT85OfnIpk2bjo0dOzYcYMqUKQGurq7WjIyM1IyMjNSePXuWZWVlKV955ZWgH3/8MSM1NTXlwIEDzitXrnS335u2bduWp6enp7Zt27b87bff9gF47LHHQkeNGnUuOTn5iL+//2V9Sa1Wi88///yZ3r17F6WlpaWOHj36ouswduzY0ISEhIKMjIzUBx54oGDcuHF1z8nN9Ktdu3ZpN23a5JmUlJS6devWzEOHDl005GrSpInphx9+cIRT3wQ3InpOC4LgDnwGfCsIwmakMA4H/1FsSB1Axc27YVUjZSZzIGGvxROII/PdbUdNjeTOdu4cTJsGCxfC999z1k1O5+E2Sp2gYxbM3+PC0G5lZHrB56tFmucL9HkmiFyZibtko/kkOQfiViIgw4YVofd7GILb81pVMW5qHdVVMK6vJ9mZStRaG/0eLOL/FnvXCR6oLTxqE2jRzMywgadZ/WEJ68f1wMnZlYpm6ymrCcDby4aHSwVogkBxeW+stlTzVeZX9F3fl4LKAqZ3mc7n6Z/z0aGP6Gvoy6IeizCZTbg6uRKgC0AmXOfnpboAfhlRW4PHBqL1wjKZQnJti54Kal9J8GgCOSioiHYJpbR23youJC34P+AOLqTRdgie34fJhCwzE43J9MfDCvPy8hQ6ne6iYJ4mTZpUGI3GGoVCwaBBgwp37drl8uOPPzofO3ZMHR8fbzAYDMaPP/7Y69SpU5eZGQ0GQ3V2drbT8OHDQzZs2ODq4eFhLSoqkuXn56uGDRtWDKDVasU/wxWuT58+xXK5nBYtWlQVFBQoAbZt2+a6c+dOV6PRaIyOjjYeO3ZMnZaWpgaYPXu2X2RkpLFFixZReXl5ypSUFDWAXC5nxIgRNy0OJk+e7G8wGIy+vr6xIFl2MjMzk6dPn35aJpNx7733Rm7evFmnUCjYuXPn0TVr1hyLiIiomjJlSsikSZMCCwoK5GVlZfKePXuWA4wePbrgl19+uWiArFQq6dy5c+nHH3/sZjab+eGHH9wefPDB4uvdj2HDhv0usWMnKCioul27dpUAzZo1M2VlZdVZMBISEgoBevToUV5eXi47f/68HKB79+7FLi4uIsCePXtcx48fH2owGIy9e/duXF5eLi8qKpLt3LnTdeLEiWft+/Lx8bHu3r3buU2bNmWBgYEWpVLJAw88ULhjxw6X2vMXBw8eXALQokWLipMnT6oA9u/f7zJ69OhCgEcffbTgZs/vwIEDzmPGjCkEGDduXOG+ffvqrvvN9Kvt27e73HvvvcU6nc7m6elpu/vuu4vrH8fHx8eSk5NzuTnewVW5kextfWv/fUUQhO1ImXS33dJWOfhHU4Bk6bnZ1ws2YBKQitSBbtr/4DakDCnI2vXvboiDP59HH4W9e+HFF+G99+DwYUpdVHRNqCFHB7F5sPJrLSPvKmdfIHy6DjqdljP2hSbskR/kTnVvtn7vh7XdFARkiNiQdXuD4KgBzC47g7fGHasVJiW4c2SfEyq1jfsGF7NqmRfiJYJHtAm0alHDwF65rF5ezrZn70Gr01DcZD1l5iC8vUXcnctBEwCqy2NjqyxVrE9Zz+NfPI7OScfrXV9n16ldrE1ZywDjAN68+00qairw0nrhrfVGEK6Td9Bigv3PQMFPtTPs64ugdAObGWJeBJcGUqY2tR/bZRru1gZgQQBBQI30HWJGEjxtccTwXIsPPyT7Rtaz2eCXX9C0aUOl7A/KHmdnZ1tNTc1Fe7m0bwiCgCiKdOjQoXTLli0nrrU/Hx8fa3JycuqmTZtclyxZ4rtu3TrPpUuXnvpjrbwyarVatP8vimLd3wkTJuQ+++yz5+uvu3XrVt2OHTt0iYmJaTqdzhYfHx9ZWVkpA1CpVDZ73IvRaKzOzc1VFRUVyTw8PC4SZnFxcVVHjhzRWq1W5HI5s2fPzps9e3aePYgeQKPRiIMGDSodNGhQqZ+fn3njxo3u9913X5lMJqNLly6mLl26mHr06FE6atSo8BdffDH/Rs5z8ODBhYsXL/b19va2xsbGmjw8PGzXux83IioVCoVos11Yrbq6uu7Gq1Squmsrl8tF+7WCK/cPkPqSfZ4oiiQmJh6xi6D68y/d3n7vrtZGWW0nVygUWCyWuo1lMtnVN/wD3Ey/mj59uu+1vkurqqoEjUZzS2Pdbjeu+pUmCILnpROQBOzGkZ34P0s5cJ7f59Y2G8lceBY4+ie26d9KOeCBY4B2W/LWW/DRR/DAA7BuHRw+TKWLmvv71ZDiBw2KYMsmDeM7mfihIXy4GXoel/PmC134SH4Yozqa/T/ci6ndFBAERGzI20zCq+XjzCk9TZDaDZsNXnnclV++0yJXivR+oJj1yz0vFjxIgie+ZQ297sxjxUcmvnzmLnRucoqbrKPUGloreMoki4rq8hpnJrOJdxPfZfSW0QS5BrFuwDp2ntrJ2pS1DI4eLAkecwXeWu8bEzzWGkhfCCc+qp0hr22rCEpPMJeB4WlwayqJHydv1ivd6KYNrBM8zkiCxwKsxiF4/kxkMmjX7o8LHpBEitVqFUwmU12nSEpKck5LS1NZrVY2bNjg2bFjx7LOnTtXJCYmuiQnJzsBlJWVyQ4fPuwE4OzsbLXHk+Tm5ipqs5gVz5w5MycpKUnr6elp8/f3r6nnsiTYs701aNAg+o+fxQV69OhRunLlSm97e06cOKHMyclRFBcXy93c3Kw6nc524MAB9aVuSHZ0Op1t8ODB50ePHh1aVVUlAJw8eVK5ZMkSz5iYmOrY2NiK8ePHB9kz3ZlMJsE+MN69e7c2KytLCVImt6SkJE1YWFhNVlaWcvfu3XWm2cTERG1QUFCNl5eX1dXV1bpt2zYXgA8++MCrbdu25Ze2qWfPnmUpKSnaZcuWeQ8cOLAQ4Fr341JmzZrlM2vWLJ9L54eHh1cfPHjQ2d72nJycG3rPuXbtWg+Ar7/+2kWn01m9vLysl67ToUOH0tmzZ/vaP//000+a2naXvvnmm3Xzz507J+/UqVPF3r17dbm5uQqLxcInn3zi2blz58uuQ32aN29evmzZMk+AZcuWXTHxo6urq7W8vPyKT0mzZs0q3n//fQ+Q4olatmx5zeNdrV917dq1/IsvvnAvLy8XioqKZN9++617/e2OHTumjouLq7zWvh1czLW+1vYBibV/913yOfHWN83BPw0zUhyPCzdfP+YjpBSyDwHrgD/1l+hfiAnJnc0HRy2e245t2+DZZ6FVK9izBzIzqXZ15tE7q9jeEHzL4YePVbzcrpLNUbDgK3gwTcnaF/swR/kr7gp3Kn4bR2Gbx2t3KKJoMgxN55nMKcmikcYDURSY/7ILX65xQSYX6TWwiI0rpPkXCR5RoHWrGrq0P8ealdV8N+VOPNytFEevp8zaEF9fJAuPygucLpcLZdVlvL7rdSZ9PYk4vzhW9V3FvJ/m8XHKxwyJGcLsu2ZTXlOOr7Mv3s43IHhsVsjZAodeAmRSAVJEwAYKNzAXQqNR4HOHdAoqLxY4+fKAxg8RQBBwQ5JJVqSq2a1wuLT9k+nUqVPJN998U/eitGnTpuVPP/10sF6vjw4NDa0eOnRocWBgoGXp0qVZgwcPbqjX640tWrQwJCUlqQGGDx9+vkePHhGtW7fWZ2VlKTt06BBpMBiMI0eObDB9+vTTAKtWrTqxePFiX71eb2zZsqUhOztbkZubqxBF8aodMi4uzujn5xfr5+cXO2rUqOAbOZd+/fqVDhw4sLBVq1YGvV5v7Nu3b6Pi4mJ5//79SywWi6DX640vvPBCYFxc3FW9uOfPn5/j7e1t0ev10REREdG9e/du5OfnZ6k9j6zCwkJFWFhYk+jo6KiOHTvqX3rppdMguQr27NmzcURERLTBYIhWKBRMmTLlbE1NjfDMM88EN2jQINpgMBg3bNjgsWjRomyA5cuXn5g8eXKwXq83Hj58WPPGG29cFpqgUCjo1q1byY4dO9zsmciudT8uJS0tTXMlYTJs2LCioqIiucFgMC5atMgnLCys6kausYeHh7VZs2aGJ554Imzp0qVZV1rnvffey96/f7+zXq83NmrUKHrRokU+AK+//npucXGxPCIiIjoyMtL45Zdf6sLCwswvv/xyzh133KGPioqKjo2NNT300EPF12rDkiVLTr333nu+MTExUSUlJVf04u/Ro0dZRkaGxp7IoP6yd95559TKlSu99Xq9ce3atV5Lliy5ppX1av2qQ4cOpr59+xbGxMRE9+rVq1F8fHydeKqurhaysrKcOnXq5IgYuAmEa5n+/q20bNlSTEx06LI/ExE4jeTWprnJbb8BHkEKMH6fG/CpvM2pRBq0OVJT34akpkL79uDsLMX0nDtHlYcrM5qVMqsT6Kog8UMFi1tYWNgaXtkOz+9V8fXk/kzT7iWp6hQROS9xxG8myMwggLJxT2QD1zO36DhtNO4gyli5SMPCqe4IMujev4RtG9zqBI/0VxI8beKrad2skM0bq/h5eid8PCooMG6gVDTg6weumnJQuoLaT6p9U49CUyEv/vAi7+57l7sb3c2sLrN47rvn+CHrB3QqHesGrCPcPZxAXSBu6sstRJchilCQCNu7g7kEyeEVQJSyttmqILAXNB4nJS5QufOsNoS5TrXjCUHABykuUEQSPE2RLKZ+SFbT/zKCIOwTRbFl/XmHDh3KiouLO3+1bf4K9uzZo5kzZ47/Z599dmLr1q26efPm+W3fvj3zVh937dq1bseOHXOaOnXq2euv7eD30qVLl8ZfffXVsfpuW7+X+Pj4yLlz52Z36tTJ9Ge07XZmxYoV7vv27dMuWLDAEWN/CYcOHfKOi4sLv9KyG6nTIwBDgAaiKM4QBCEU8BdF8dc/t5kO/skUIFknbrYS1n5gHBALLMEheOwpjIJwCJ7bjvPnpcQFNTXSAL+khGovdz4KL2ZWR3CywJ7/k7Mm2sbC1vDkLzD5VyW7piSwxuM4B4qOY6wcTqr37AuCJ7gdtgHreKXwBK01bgjI+PxjJxa+5A4CdOlVekHwyGy1rm21gqd1JdERpXz6iYVfX+uCj0c5BVHrKBUN+PmDTl0h1cRR+14keERR5GzFWZ748gk2HNlAQkwCE1pP4LEvH+PXM7/yTNtn6NqgKw3cGxDkGoTO6Qa/FcpPSZnazMVcEDwAcrDVgEdLaPgwKLTYVK485NKQtSqddC0FgSAkiw5I1uImOATPv4H27dtX/vbbb6W/tzjp7+XBBx/8y2qm/Jf5KwSsg8uxWCzCSy+9dENxWw4ucF1LjyAI7yD9QnUVRTFKEAQP4BtRFFv9FQ38PTgsPX8uJuAUkuC5GVesE0Cf2u0+B7yvvfptjwWoAsJwJHG47Sgrk1JT//ADqNVQWUmNjxdfuxdwXwLIRNjxkYzfgmHi3TaGHYSl3zjx07MPsCPIwowzawmlDScr00BdhCDIUPoYMT+8i2eLcxmgdUYmKPjxKyXPJngj2qDDPWXs/lp6Ki8XPBWEB1Wx44dqfnu9EwHuZzlvWEepLE4SPJpKkKlAGySliq5FFEVOlZzikc8f4fsT3zO+9XgGGQcxZusYUs+lMqvbLBKaJFBpriRIF4SL0w2Gd1YXw08PQu4VcuDInEDtD7EzQRNApdKNnm5Gtiu1dYKnAVIsoYwL7rEOwXMx/1RLjwMHDhz8lfwhSw/QWhTF5oIgHAAQRbFIEIR/ZIo8QRB6A70bN278dzfltsGClJ5ay80JngKk+B0RWIVD8Nhr8YTiEDy3HaWl8Pzz8P33oFRCZSVmX28OKs7T90FplU0fC2T4CEy820qfNHjnezWJzyVwtIGO+dkf4C7z52RJFuiKEJCjcAuhZvj3jCnOp79Gi0xQcPBXOZOHSoKn5R0VVxU8rVuX4ONu44fvLOyf3YUA9zwKItdQKovDPwBc1JVSLI0m8CLBYxNtpJ9PZ+imoezP3c+MLjNoH9yehzY9RHZpNkvuXUL3iO5UmasIdQtFo7xBR1dLJSS9fIngkQE2ydIkU4BxCjh5U6Byo4t7E5LkTnWCJxLpO0gGbAAMSBYffxyCx4EDBw4c3Dg3kp/FLAh10aYIguDDxb4J/xhEUdwiiuIYN7cb8C93cF1EIB9J7NyMW1olMBzIQ0ol2/Daq9/2OGrx3MYUFcHy5fDOO1LaK7MZi68P2TXn6TQSrAJ8sBmqneSM7mmlywlY9ZWGE5NGctoQxJtnN2Oy1FBSpAZdLjIUKLRemEf8yKDyMh5Wq5DLlKSnCDzW2werGWLbmEjcISWHulTwtGpzDq0SftpjZf+crgS4Z1MQuZISectawVMNCJKFp17hUKvNyr7cfdz/8f0czj/M4nsX09S/KQ9teojc8lw+uu8j7ml8D2armVD3mxA81ho49gFkvE3dz42gQEpcoJPc2ozPgyaI42pvmnnEkSRT1QmeOCTBowA+xSF4HDhw4MDB7+dGxrILgU2AryAIrwEDgKm3tFUO/hEUIw3WbyaOxwo8BhxESlrQ4k9v1b8PeypdRy2e24zCQtixAyZPlgbpoojV14fS0nM0mwDVcnj9ewioUnL/ADPNcuGTzzUUPf04x42erDi3jYyKLBRljbG5ZSJDgaDSYh6xnbtqBMarBJRyJ06fFBh9jy81VTL0cZUc/kWSzoJMRLTV1uERBVq2y0NWo+VgkoWkt7oS6HKc8/r/o0TemoBAcFbXSAVAtaEgU9adhsVmYUfWDoZ9NozS6lJW9F2BaBMZ8dkILDYL6wasI8Y3BptoI8w9DJX8Bg39NivkfQcHnpWEjmgBQQmiGeRasJRB5NOgi+A3bSD3eMRRJNQKMUGgFZAGKJEET2McgseBAwcOHPx+bqQ46WpBEPYhJd8SgPtFUTxyy1vm4G+lCsnKczMFmUQkNfwN8BrQ/Ra069+GvRaPY5B2GyGKUtKCjAwYPRqqqwGw+fhgKThH9AQoVUuJCjrmqugxqIaGRfD5ZxpqJj1FTvMGfHV+J1/l70RVFUKNLhNBVGCTyWDoN8QL7rwkq8RJruFsLozo4oupTE5oZDUZh6SssTKZiK1W8CAKtGyXS1WxC9lZVlIW3EmgczoFEcspUXYgMAC0aotkVXEOhXqixWw1szVjK498/ghymZx1A9aRU5rDpG8moVVoWf/AesLcwgAIdQtFKVdeejWufo2KkuCXRyShJVpqhY9ZEj5WE4Q+CN7xfOHcgAGecVTZHWgFgY7AAUCN5NLWCOlZCgDc/+j9c+DAgQMH/0luqPyYKIppoiguFkVxkUPw3P5YkVxK1NxgB6llCbACKVvbiD+/Wf86TEhFXH1x1OK5bRBFOHsWcnNh2DAoKJBme3sjnj9H7DjI08GAFBiRquL+fjV4VsIXn6oRnnyK8rYt+dGUzvJTG1FaPahRZyPYFIiCFRI2Y3RuyCxbOc4qDYUFMKKbL8UFcvzDajiVrgKEC4IHQBRo1S6Xojwd2SdFUt++i0DnZAobv0exU2eCAkGrsYKtErQhIL9QaqPaUs3KQysZsnEIrk6ubBy0kbRzaTy17Sk8NZ5sfnAzoa6hKGSKmxM8AKYz8OtIqD4rCR1kkvCx//XpBMH384HOwH2eTS8SPN24IHg24hA8/3bKy8uFVq1aRf7e7G3Tp0/3tRcb/bMICgpqkpube9FL39WrV7u98MIL/n/mca6E2WzmiSeeCAoLC4sxGAxGg8FgnDx5ct1xBUFocf/99zeov76Hh0dcly5dGgMsXLjQy8PDI85gMBgbNGgQ/eqrr9YV45w0aVKgr69vrH2/BoPBeP78eXlZWZmsT58+DfR6vTEiIiK6RYsWkfZCmJMnT/Zv3LhxtF6vNxoMBuMPP/xwzdrj8fHxkTt37rylntqTJk0KfPnll/0A+vfvH758+fKL3hte2ob09HRVRERENMDWrVt1Op2uaVRUlLFhw4bRTz/9dMCtbOuNotVqmwFkZWUpu3fv3hCkoqrr1q2ri8f4q/pgu3bt9OfOnftPJpD9r2cQdnAFziIFbV2xEtlV2ATMAu4DXrgVjfqXUYnkluOPQ/DcNthskJcHxcUwciQcPy7N9/SE8+fpOBIyvKH9SZi+W8Xdg2uQi/DlJ05oH5+I5Y4O7CtPY9GJT6ix2rDJi8AmR5RZEPqtIdSnNW+YzuLhoqOoEEZ39+ZsjgIPXzN5JyXrjExmuyB4EIhvn8fpLFcqS22kLrqHANUBChstpUh9F0GBoFHbwFIB2mBQXIjDqbJUsXDvQl74/gWifKL4sM+HfJHxBa/tfo0IzwjW9F+Ds9IZJ4UTgbpA5LKb+H2sLoF9T0HRgfoXr7bJMnBphNj4UV51j+FVd6MkJAEEge7ALqSXBZ8C4VwQPI5IzX8nb7/9tnefPn2KFIrfN9xYunSp3+jRowt1Ot0tjSUeMmRICXBL01xbLBbGjx8flJ+frzxy5EiKVqsVi4qKZDNmzKgb6Go0Glt6erqmvLxccHFxETdt2uTq5+dnrr+f3r17F61YseJUXl6ePCoqKmbIkCFFjRs3NgOMHTs2f/r06RelMn7++ef9fX19zZ9//vkJgEOHDjmpVCrxu+++c/7666/dk5KSUjUajZibm6uorq7+S36yLBYLv7dPXI+WLVuWb9++PbO0tFTWpEkT4/3331/SsWPHuto/ZrMZpfImXuL8iYSHh5u3bdt2HCAxMVGbmJjobC8Ke6v7oM1mQxRFHnzwwYK5c+f6zJ49O+9WHeufyp/69sTBv59SpCfuZl7j7AEmAm2Bt3B0qtpQcUctntsJqxVycqTEBY8/Dvv2SfM9PKCwkH6D4OdQiDwPK7bIuW9ADWVOsHWDE16PTsDa9Q5OiEUsOLGBM6bT2MQasMlAZkXefSE+DXsxpyyfIBcdxUXwZD9PTmaocHa3UHRW+nG+VPC0aX+WY+luVJdDyqKeBKh+pbDhIoq1PQgKAo1aBEs5aAJAecFR1WQ2MW37NCZ/N5m2IW1Z3Xc1a5LWMH3ndJr6N+XTQZ+iVWrRKrUEuQbdnOCxVsGRN+D0Ri58E9QObGRqUHlgNj7PKO/WFwSPICAIAr2RBI8LkoUnHIfguR1Yv36916BBg4pBegvfsmXLyLvuuqtRo0aNohMSEkKtVisAGzdudG3atKnBaDRG9ejRo2FJSYls5syZvmfPnlXecccd+tatW+stFgv9+/cPj4iIiNbr9Ua7lSM5OdmpXbt2+sjISKPRaIxKSUm56SSZCxcu9Bo2bFgoSNaFESNGhDRr1swQHBzcpL6l4aWXXvKLiYmJ0uv1xokTJwba5995552NoqOjoxo3bhw9d+7cuoSlWq222YQJEwJjY2MN3377rcuaNWt83n///VNarVYE8PDwsL355psXFZjs1q1bySeffOIOsHbtWs/+/fsXXqnN/v7+1tDQ0Ors7OxrjuBzc3OVQUFBdcIpLi6uWqPRiDk5OUpPT0+LRqMRAQICAizh4eFmgM2bN+uioqKMer3eOHDgwPDKysqLxNDs2bN9xo4dG1z/+g0fPjwEYMmSJZ5NmjSJMhgMxoSEhDC7la/+tfj+++9vxnv+d+Hq6mpr0qSJKT093WnSpEmBDz74YFj79u0j+vXr1+DMmTOKe+65p1FMTExUTExM1DfffOMMUFJSIhswYEC4Xq836vV640cffeQOsHTpUk+7pWzcuHFB9mNotdpmTz75ZFBkZKQxLi7OkJ2drQBIS0tTNW3a1BATExM1fvz4un5it0pVVVUJr7/+euCWLVs8DAaDcdmyZR71+2BGRoaqbdu2er1eb2zbtq3+6NGjKrj5vpmenq5q2LBh9EMPPRQaHR1tPHbsmGrw4MHFGzdu9LrV1/+fyH99fOqgHtVIGddu5psoDXgEKUPbBzjSMVsAM5LgcZhRbxMsFjh9WkpNPWEC/PijNN/dHYqKGHcvfGYE/zLYtlZG//5WTrvC5o0qQh+ZiPXOrhTKqvngzHf8cu5nex5MkNlQdJyKS9woZp0/TSM3V4qL4NmHPDiyX42Ts5WKYqkXXSZ42p0jNdkNhWglaVEv/BW7KWownyLnPgQGgsZJlBIFqH1BdUEyFFcW88SXT/C/n/5Hb31v3u35LvN/mc/8vfPpEt6Ftf3WIhNkuDq5EqgLRCbcxE+EzQwnVkPqbCluB5tUgwcLyDUgCJiiX6GPfzc+1DWqEzwyoC/wPVLSlI1ItawcgufPZeRIQuLjibze1KoVkdHRRLVqdf11R44k5FrHrKqqErKzs50iIyPtdZlJSkpyXrBgQXZ6enpKVlaW04oVKzxyc3MVs2bNCti5c2dGamrqkebNm5tmzJjhN3Xq1LO+vr7mHTt2ZOzduzfj559/1ubm5iqPHj2akpGRkfr4448XACQkJDQYO3bs2fT09NTExMS00NBQ89VbdWPk5+crExMT0zZv3nx02rRpQSAJs8zMTPXhw4ePHDlyJPXgwYPar776ygVg9erVWSkpKUcOHjyYunTpUr+8vDw5QGVlpSwmJqby8OHDaZ6entaAgIAaDw+Pa1qthg4dWrhu3ToPk8kkHDlyRNu2bduKK6139OhRVXV1tax169aV9nnvvvuun921rXXr1nqAMWPGnH/77bf9mzZtanjqqacCk5KSnADuv//+0jNnzqjCw8NjHnroodAvvvjCBcBkMgmPPvpog3Xr1h3LyMhItVgszJkzx+eSNhZ9+eWX7vbPGzZs8ExISCjav3+/esOGDZ6JiYlpaWlpqTKZTHz33Xe9Lr0W99xzT/lN35SbJC8vT37gwAHnpk2bVgIcPnxY+/XXX2du2bLlxKOPPhoyadKk/OTk5CObNm06Nnbs2HCAKVOmBLi6ulozMjJSMzIyUnv27FmWlZWlfOWVV4J+/PHHjNTU1JQDBw44r1y50t1+Tm3bti1PT09Pbdu2bfnbb7/tA/DYY4+Fjho16lxycvIRf3//y/qjWq0Wn3/++TO9e/cuSktLSx09enRR/eVjx44NTUhIKMjIyEh94IEHCsaNG1f3rN1s38zKylI//PDDBUeOHEnV6/U1Pj4+1pqaGsHeR/9LOESPA0ByPslFcsm60U6Ri1SLxxlYiWNwYkWK4wnBIf5uG8zmC4LnySfhu++k+TodFBfzaid4Nx50VbDr/wSG9rGR4guffKYiatgzWO7qRpnMwrdlGaxIX1kreABBRNV8DMr2L/JKbhZNPVwpLYFXH3Nn/y4NCpWN6grp90gSPPanUqB1m/McPuiOi8bMwYV9CZD9SFH4XIp0/QkOBo0aSfCovMDJs+5UzpafZdhnw1h+cDkPN32Y2V1n8/L2l1l+aDn3G+7ngz4fYBWteGo88XP2QxBuwstFtMHZnbBvvFT0VDSDTAO2aumztYqiqBfpGD6IbdqgOsGjAPoB25DidTYh1bJyCJ6/D5MJWWYmGpPpj48P8vLyFDqd7qJgniZNmlQYjcYahULBoEGDCnft2uXy448/Oh87dkwdHx9vMBgMxo8//tjr1KlTl6UJNBgM1dnZ2U7Dhw8P2bBhg6uHh4e1qKhIlp+frxo2bFgxgFarFf8MV7g+ffoUy+VyWrRoUVVQUKAE2LZtm+vOnTtdjUajsfatuTotLU0NMHv2bL/IyEhjixYtovLy8pQpKSlqALlczogRI4qudIwFCxZ4GQwGo7+/f2xmZmadtaZ169aVp0+fdlq2bJnnnXfeeZm705YtWzwaN24cHRUV1WTcuHH5dqsRSO5taWlpqWlpaal79+7NAGjXrl3liRMnkiZOnJhXWFioaNeuXdT+/fvVbm5utuTk5NRFixad9PHxsQwfPrzRwoULvQ4dOqQODg6ujo2NrQYYMWJEwe7duy9K5BoYGGgJCQmp/v77753z8vLkx48fV991113l27Zt0yUnJ2vj4uKiDAaDcffu3a7Hjx93ut61uBkEQRCvNS8xMdElKirK2K1bN/348ePzWrZsWQXQvXv3YhcXFxFgz549ruPHjw81GAzG3r17Ny4vL5cXFRXJdu7c6Tpx4sSz9n35+PhYd+/e7dymTZuywMBAi1Kp5IEHHijcsWOHC4BSqRQHDx5cAtCiRYuKkyclX+T9+/e7jB49uhDg0UcfLbjZczxw4IDzmDFjCgHGjRtXuG/fvrr30TfbNwMCAmq6det2kXD28vKyXOkZu91xvIx2AMA5oIYbt/KUAkORUsh+imTZ+C8jAhVI1+EGK5g4+KdTUyMJnuJieOop2LNHmq/VQlkZ77SAV7qAkwV2fgRP3iOyJxRWf64k/sFnMN/dDZNoJlNWw6u/zcYmSm48CKAy9EPs/jbPnThGez8dZaUCbzzjys4vtMjkIpYaabx5QfCIgECr1gUc2O+Bv18Fe/83GH/bdxSGvk6R62CCgkDtBJjLQOUBasnDRhRFThafZOimoezO3s3k9pNJiE5g/Nfj+fbEt4xoOoJXO7+KqcaEj7MPnhrPmxQ8IpSm1WZqM0tZ4mROUvIE5GCrIb/xE7SJeorTitoYaUFAJYr0FQQ+R8puuBHp+XEInlvDhx+SfSPr2Wzwyy9o2rShUvYHZY+zs7Otpqbmor1c2rcEQUAURTp06FC6ZcuWE9fan4+PjzU5OTl106ZNrkuWLPFdt26d59KlS0/9sVZeGbVaXTeIFmvjzkRRZMKECbnPPvvs+frrbt26Vbdjxw5dYmJimk6ns8XHx0dWVlbKAFQqlc0eu2I0Gqtzc3NVRUVFMg8PD9v48eMLxo8fXxARERFttVovujDdu3cvnjZtWsg333yTfvbs2YvGavaYnu+++865f//+EX379i0JDQ29ZqYINzc32/Dhw4uHDx9ePGzYMDZv3uzWvHnzKoVCQa9evcp69epVFhsbW7ly5Uqvli1bmq61LzsDBgwoWrt2rYfBYKjq0aNHkUwmQxRFYeDAgQWLFy/OuXT9+tfij+Dh4WEpKCio29G5c+cUHh4ededvj+m5dDtnZ+c6MSyKIomJiUfsIqj+/Ev7qP3+XwmFQiHKah8UhUKBxWKp21gmk119wz/AzfTN9PR0lVarvewlQHV1tXCl+bc7DkuPA8qAIiSLzY1QA4wGjgLLgJhb1K5/CyIXavHcTE0jB/9gqqvh1CkpU9sjj1wQPE5OYDKxwQCP9QK5CF+tgtc7CmyLgMXfKLhzwHOY770HEzUUuzoz+aeZlNScr8to4RTWFXO/1Tx54gT3+uiorJDx9isufL3OBUEmYqsd+1wqeFq0KuDAPg9Cw0r5Ze4Q/G1fURQynWKPYRcEj6UCFC6SW1vtYDL1XCp9Pu7DT6d/Yu5dcxlgGMDYL8fy7YlvmdRmEtM7T8dkNuHn4oeX1uvmBA9A1TnYOwpMpyTBI8glCw8AVvKC7sPY/H/kyzVYEEAQUIsi/WsFjxeShScI6TkKxCF4/k5kMmjX7o8LHpBEitVqFUwmU12nSkpKck5LS1NZrVY2bNjg2bFjx7LOnTtXJCYmuiQnJzsBlJWVyQ4fPuwE4OzsbLVnGsvNzVVYrVZGjBhRPHPmzJykpCStp6enzd/fv6aeu5Fgz/bWoEGD6D9+Fhfo0aNH6cqVK73t7Tlx4oQyJydHUVxcLHdzc7PqdDrbgQMH1IcOHbriz6lOp7MNHjz4/COPPBJqvyYWiwWz2XzZQzdu3LjzTz/99Jn4+PjKy/ckceedd1b069evYPbs2X7Xavc333zjbM/WVVVVJWRkZKjDw8NrDh065GR3dQM4cOCAJjg4uKZp06ZVOTk5Kvv9WLFihVfHjh3LLt3vQw89VLRt2zaPTz75xDMhIaEQoHv37qVbt271yMnJUQDk5+fLMzIyrmhRePzxx4NWrFjhfq22X4lOnTqVrVy50tNmk8bsH3zwwRXbdy06dOhQOnv27LrMdz/99JMGoHPnzqVvvvlm3fxz587JO3XqVLF3715dbm6uwmKx8Mknn3h27tz5mu55zZs3L1+2bJknwLJly64YP+Pq6motLy+/4pPWrFmzivfff98DpHiili1bXvN4V+ubV1rXZrNx7tw5ZWRkZPWVlt/OOETPf5waJDc1Z24sy5gIPAPsBuYAnW5d0/41lAOetZOD24DKSjh5Es6cgREj4OBBab5CAdXV/BAGDwySZq3dAGubylgfLTLrRwUDek2WBI/FhMXbh9n7lpNStE96uGwynPybU53wOSOzTjHAU0tVlYyls53Z+IErUFtslMsFT9PmhexP9EQfWcyPr40gwLKV4uCXKPZ65ILgsVZKKam1ASAI2EQbv+X8Rq+1vThacJT3e79P66DWPLLlEX4+/TPTO09nQpsJVNRUEOgSiIfmd1STqimDA0/D+Z/r2ordooWMs56tiGi/FgsyKmsLj7qIIv0Egc8AbyQLTyCS4AnCUcT3dqNTp04l33zzTZ0TQdOmTcuffvrpYL1eHx0aGlo9dOjQ4sDAQMvSpUuzBg8e3FCv1xtbtGhhSEpKUgMMHz78fI8ePSJat26tz8rKUnbo0CHSYDAYR44c2WD69OmnAVatWnVi8eLFvnq93tiyZUtDdna2Ijc3VyGK4lV/1uLi4ox+fn6xfn5+saNGjQq+2nr16devX+nAgQMLW7VqZdDr9ca+ffs2Ki4ulvfv37/EYrEIer3e+MILLwTGxcVdMQYHYMGCBTn+/v5mg8EQHRUVZWzVqpXhgQceOB8WFnZR3EejRo3ML7300tmr7cfOtGnT8tatW+ddVFQkg4tjegwGgzE9PV2VkZGhbt++faRerzfGxMQYmzZtaho+fHhRaWmpfNiwYQ0aNWoUrdfrjWlpaZrZs2ef0Wq14rvvvps1cODARnq93iiTyXjmmWfOXXpsHx8fa0RERGVOTo5Tly5dTAAtWrSomjp1ak63bt30er3e2LVrV/3VEi2kpqZqAgMDrxt/NXHixDD7vWratKlh0qRJ511cXGwGg8EYGRlprKiokE2bNi3/evupz3vvvZe9f/9+Z71eb2zUqFH0okWLfABef/313OLiYnlERER0ZGSk8csvv9SFhYWZX3755Zw77rhDHxUVFR0bG2t66KGHiq+1/yVLlpx67733fGNiYqJKSkquGDvTo0ePsoyMDI09kUH9Ze+8886plStXeuv1euPatWu9lixZck1L7dX65pXW3b17t7ZZs2YVf1cGu78T4Vpmu38rLVu2FBMTE//uZvzjsQHZSLEoN5qeejawEHgWmHBrmvWvogIp010gjtTUtwUmE2RnQ1YWjBkjWXtAev1ts5EYAO0eAbMC3vwKzngpmBtv4dlf5DzT6XksPe6mwlyBwjeYj9J+YPov46XtbTJUng2oGfMb/XMLecpZCTYFHy3QsHy2B3WCgcsFT0xsEcmHPWje8jwbnxtFmHkzxYHPUeQ7nsBAcFIhCR5BLtXikcmx2qz8cOIHhmwcQo21huX3LcdF6cJjXz3GiaITzO8+nz6Rfag0VxKkC8LF6XckUrJWQeocSHoZ6f2ZDSkqUCpAWqQNonH3fShkas4qtSCKeAD3CgIbAZ//Z++8w6Oo2jb+m+01vSeEhIQkJEDoSBNQUFBAuopSLCgoith9XxUFPxVRX8UC2AURKRYUFQFFQLAQpAZCCBAS0kjP9jbz/THZEBBQUax7X9deuzs75czZ2dlzn/t57ge58GgsAcLze0AQhO2SJHVpvmzXrl2F2dnZVWfa5o/Ali1b9HPnzo356KOPjqxevdr8zDPPRJ8u9Oj3xtKlS4MPHTqkffDBB3+WOATw56B3796tv/nmm4N/djv+bbjuuutaDB8+vO6KK674VerY3wW7du2KyM7OTjrdZ4Gcnn8xapAd237pcGcxMuG5Bph+vhr1N4ID0CAP2gKE5x8Ai0UmPPn5cPPNcmgbgCCAKLI/AvpeJxOe6d+CJVjL091c3LhTwV0XPoD38kHYnBa0sS34rqKM2d/NkHmLpERtisJ9/WYGVtYzVaNEkFS8u1DHm3NCaE54lEoRn+8E4UlvU8fe3aH0vrCKt2+7iZbuVdTHzqA2ajrx8aBRI5MPBLkWj0KJV/Tywf4PuPHjGzFqjKwctRKby8b1n1xPpa2SN654g74t++LwOGgR3AKD+hzqDIpeKPoA9jwiO7U1GRc4kAQ1DpWBbv3XYhDUHGskPJHAIEFgBXL9qpVANLJSGiA8/1z06tXLsW3btoZzLU56rrj66qvPa82dAH47AoTnz0Hbtm0d/1TC83MIKD3/UtiBIuQclF8yYF8HXA/0A94kwJZdyMPSRAJ98Y9Afb1ch+fHH2HaNNmtrdm9sTAYOt0MtQYYuQ961Bi4p7edMfsVPJ/9ANKQy7A66jHGJ1PiVNBnSQfcogMkJUqtGd+UHLo7NTzi9mLSa1n2ho4X/xNK81/fqYQnJbWBQwVBDLqsguevu5U09/vUR99KbewDxMULMuER3SB5wZAISg0en4fXdrzGHWvuIDE4kcXDF1NQU8Bda+/C4XXw9vC36RDTAa/opUVwC3SqX1OCuBE+J1R9D5uGywqT6JItqX0OJEGJD4EBF62jOLQDhzUhIEnEAxc1Ep5YZMITiayUxhEgPL8H/qpKTwABBBDAH4mzKT2BnJ5/IbxAKXJY1i8hPDuBqciGBQsIDPI9yH2YQKAv/hGorZUVns2bZYXnFMJTbpRD2mr10KMI+lUHcV9PO5ceEnim0wNIQy9vIjxORRiXLOuDW3KApECh0uK7/muyfAbutbgx6rS8v1jLi//1Ex75OApFc8IDiS2tHCoIYsyVZTx3wx2kud+nIepG6uKaE55GpzRDC1BqcHldPLXlKaZ9No2syCxWjlnJrvJdTPt8GiIiK8euJDsmG1ESSQxO/PWER5LAVQM1e+HbCbJpguiSndp8DiQEBMnHzd0WUBbSvonwJAEDGwlPHLLbY4DwBBBAAAEE8EcjQHr+ZZCQjQsEftmAvRCYgDxIWcQvd3j7p8IHOJEJz7/O4P6fBkmCqiqZ8KxdK9tSu1wnEZ4aHVx4HZSZoXUNXFMazl09G+heKvBy2/tRXj4Eq70OU3wyGlMCFy/tS73nOEgCKBRI4z8lWRvLAxU2IoL0rFqq4fn7wuTPGxWdk3N4IC7eQdFRE9fdUMKssfeT7nyPhoiJ1MY/coLwSD4QnY2ER4vdbefedffy4IYH6ZfUjyUjl7D+0HpmrJ2BWWvmwys/JCU0BYDE4ES0ql9ZScrnlt3ZKrfCNyPl15LnJKc2AYmnM+5ma/wI8hvrA6UD/QWBpci/mfeRzQsChCeAAAIIIIA/GoGJ6n8Z6pBD236JtXINcvFRH3I+T+TZV//HQ0TOP0ggUIvnbw9JknN2Kirg/ffh//6vKXfHD6saBk6Ag+EQaYdphdHc27mCNlXwRuo96C4fhtVWizm+FUFhyfR9ezBHLXlNKTqKscuJCs/mP4crSYgw8fn7Gv53TxiSCGciPFFRTspK9UybXsStff+PDMci6sOuoq7FY8TFC6hVyIVAvTY5h0elp8HZwJRPp7B071LGZI7hsf6P8e7ed3nimydIDklmycglhOhCUApKEoITUCl+xW1fksDTAM5yOPYx7Jkp/xCaPped2kQEPo0fyhuZ95GnkwlPO0miiyDwLnIY6Apkh0N/PauAvXsAAQQQQAB/JAKk518EB3CcX2Zc4AAmIYfBLQNSz1+z/haQkAlPDIHB2t8eXi9UVsqE56234PnnQa2WCU+jyuNSwtBx8GMsGDxwV2E8D7ctJc4Ci5PvIujykVis1QTFpxAelcoV705ke8VXTYRHNeQVzC0v5r68ElIig1m3Ws3Td4Y11eA5HeEJC3dRXa3lvv8UMqHLs2TYX6EuZCQNSXOJi1M0IzxW0MeB2sRx63HGfzSetYfWckuXW7jjgjtYkLOA575/juzobBaPWIxGqUGj1BBnjkOpOK2D6ekhesFRAa7jsG8OFC0DTQT4/CkiAhISPkHJ/uAs/tP1JfY3FkTtLIm0FxQsAZKB5cgFSAOEJ4AAAggggD8LgfC2fwl8yARGx8/n8fiA24AfgReArue3aX8LWJCLKJ5DJZMA/ipwu2V159AhmfA8//wJwiNJ4JNVC68CrhwNXyeDSoS7i1rwv6RSjG6JJQnTiRgyFou1muD4FCKjWzN51b2sKVwiH0MATf8n0La9mjvzjpIZEsyGNWrm3hGO13OC8AinEJ6gYA9Wi5qZsw8zvsuLtLG/SE3QYCwpzxEX7yc8EngtoIsGTRBH644y9L2hrD20lpl9ZzK9+3Se2vIUz373LL0Te7Ns9DLUSjUGtYH4oPhfR3g8VrAdgfp9sOVqmfCoTOCuApSAGgkJr6CiRhvBjT3fY69BLnXSSxTJbkZ4VhAgPP9mWK1WoWvXrunn6t42a9asKH+x0d8L8fHx7crKyk6a9F2yZEnwf/7zn5jf8zing8fjYdq0afEtW7Zs66+lc9999zUdVxCEzsOHD09uvn5oaGh2//79UwHmzZsXHhoamp2RkZGZnJyc9eijjzYV0rzzzjvjoqKi2jev01NVVaW0WCyKYcOGJaelpWW2bt06q3Pnzun+Ipb33XdfTGpqalZaWlpmRkZG5ldffXXWKPZu3bqlb9q06RwsH3857rzzzriHH374rAVXfw0OHDigad269WkL1V555ZUtt2/frgP5ukhLS8tMT0/P7NWrV+uioqI/XRgYNWpU0ptvvhkKJ7f1/vvvP+la7dixY8b5bsvjjz8e+fzzz5+20OrfBX/6F/pzEATBCLyMXEfza0mSlvzJTfrbQUJWeCTkKho/t+4jwOfALODy89qyvwdsyBXiI/7shgRwbnC5ZLOC+npZ5bHb4Ykn4MMPQaNpJBPygEwU4MahsKqNvOmtZS14K6oEryCxNPoWEoaMw9JQRUh8CpGxady75kkW5T7bdChtt7uQeszgtr376WiM5NuNKubeEYbbeTLhkZoRHqPJi9ej4PE5BVyS/CaZtmepNl2ELXU+cXFKVH6u4rWANhJJE0JuxV7GrBhDQW0BLwx+gX6J/Xhow0Ms37ecIWlDeP7S5/GIHoK0QUSbolEIv3DMKPrAVQXuWihbC7sekNUlFLLCpAlH8lhBciEiIApKJvRazg8hcoddJHpppVDxNrI6vBz5txMgPP9evPDCCxHDhg2rVanObbixcOHC6MmTJ9eYzWbx59c+d1xzzTX1wHm1ufZ6vUyfPj2+oqJCvX///lyDwSDV1tYqZs+e3TSA1ev14oEDB/RWq1UwmUzShx9+GBQdHX1SAc+hQ4fWLlq0qKi8vFzZpk2bttdcc01tamqqB2DKlCkVs2bNOqlQ5wMPPBATFRXl+fjjj48A7Nq1S6vRaKT169cbv/jii5A9e/bs0+v1UllZmcrlcv0hFRi8Xi/nek38nli2bNnR5u83btyYHxsb6502bVr8ww8/HPvWW281FQUVRRFJklAqf8UE0u+I5m2dN29e7JNPPlnuf79jx46883lsj8fDbbfdVt2tW7eM6dOnV5/PY51P/ClKjyAIbwiCcFwQhL2nLB8kCMIBQRAKBEG4v3HxSGClJEmTgWF/eGOBOkcdXvGPrTHwe6Kh8fFLpmYWAm8ANwE3nM9G/U3gALTI9UQCtXj+ZnA6obRULjRaUwNWK+zbBzNmyIRHrZbzeDzyeEICZlwKb3eUN59QGccXhlJqtCJvh91A2pCJWCzVhMSnEBWfxlObFvLMtv80HU6bcS2egU8wef9eLtBEsv07FU/dHo7T7r/N/pTw6PQ+lEp46pmDDEhaTDvbHCqNvalPXUBcvPoE4fFYQBOKpAnju2PfMfjdwRQ1FPH28LfpldCL+768j+X7lnNNu2t4afBLuH1uwvRhxJhifjnh8TrAdhSclZD7f/DjdLmdohOQkHQx4K7G05jHo0RiSvfX+SL6QgAu87lIbiQ8rQkQngBkLF++PHzs2LF1AKtXrzZ36dIlfeDAgSkpKSlZ48aNS/Q1KqwffPBBUIcOHTIyMzPbDB48uFV9fb3iscceizp+/Li6b9++ad27d0/zer2MGjUqqXXr1llpaWmZfpVj79692p49e6alp6dnZmZmtsnNzf2VTh2ygjJhwoREkGfXJ02a1KJjx44ZCQkJ7fwz7QAPPfRQdNu2bdukpaVlzpgxI86/fMCAASlZWVltUlNTs55++ummOTKDwdDxjjvuiGvfvn3GunXrTO+++27ka6+9VmQwGCSA0NBQ8dlnny1t3paLL764fsWKFSEAS5cuDRs1alTN6docExPjS0xMdBUXF591PrOsrEwdHx/fRJyys7Nder1eKikpUYeFhXn1er0EEBsb601KSvIArFq1ytymTZvMtLS0zDFjxiQ5HI6T/gLnzJkTOWXKlITm/Tdx4sQWAC+//HJYu3bt2mRkZGSOGzeupV/la94XX3755S8qEfjMM89EtG3btk16enrmpZdemuJX/YqLi1UDBw5MSU9Pz0xPT89ct26dEeCRRx6Jbt26dVbr1q2zZs2a1aSCeb1eRo4cmZSWlpY5aNCgVv79nEm56tevn+XIkSPaAwcOaFq1apV17bXXJmZlZWUeOnRIc6Zr4MUXXwz3K0V+tS4/P1/To0ePtLS0tMwePXqkHTx4UANnvsZEUWTChAmJKSkpWf369UutqqpqYob+tt5yyy3xLpdLkZGRkTls2LBkf9/6t7/55psT/L+RV199NRTk3163bt3SBw0a1Co5OTlr2LBhyWJjDuvmzZsNXbt2Tc/KymrTu3fv1kePHlX7jzdt2rT4rl27pj/22GPRZrNZTEhIcG3YsOG8Kn3nE39WeNtbwKDmCwRBUAIvAYOBTOBqQRAykfPG/Uzb9we2sQnHbccprC3E4vr71XJyAeX8Mte1VcBsYCjw0Pls1N8ELmSiE0cgDvRvBYdDdmQrLJTVHbsdjh6FF16Aa6+F7747sa7L1fTy0X4w7wL59WX10eSKFRwJ8vFa0DV0uOImLJYqQhsJz2vblvPAxluatlXH9sM1+g2uzsuhrxjFnh0q5t4Rgd3ajPAIJwiPIIBGI2Iy+nj2+Xx6xS6nvf1xqvTdqW21gJaJxmYKjxU0QYjaCL44tJYhS4dg99hZMWYFrUJaccfaO/is4DOmdZvGExc/gc1jI8IQQYQhAkH4BVRdEsFZJRMeWxFsGQuF7wAK2YpaocUnaBFdlTgFjdx+4NGsmbyVfA0AIzx2YpRaFiE7tgUIz18P119Pi27dSP+5R9eupGdl0aZr159f9/rraXG2YzqdTqG4uFibnp7u9i/bs2eP8fnnny8+cOBAbmFhoXbRokWhZWVlqscffzx206ZN+fv27dvfqVMn++zZs6MffPDB41FRUZ6NGzfmf//99/nffvutoaysTH3w4MHc/Pz8fbfeems1wLhx45KnTJly/MCBA/tycnLyEhMTPWdu1S9DRUWFOicnJ2/VqlUHZ86cGQ8yMSsoKNDt3r17//79+/ft3LnT8Pnnn5sAlixZUpibm7t/586d+xYuXBhdXl6uBHA4HIq2bds6du/enRcWFuaLjY11h4aGnlW1Gj9+fM2yZctC7Xa7sH//fkOPHj1sp1vv4MGDGpfLpejevbvDv2zBggXR/tC27t27pwHcdNNNVS+88EJMhw4dMm6//fa4PXv2aAGGDx/eUFpaqklKSmp77bXXJn766acmALvdLtx8883Jy5YtO5Sfn7/P6/Uyd+7ck7yMxo8fX/vZZ5+F+N+vXLkybNy4cbU//vijbuXKlWE5OTl5eXl5+xQKhbRgwYLwU/vi0ksvtf6S7+Gaa66p3bt37/4DBw7sS09Pd8ybNy8CYMqUKYl9+vSxHDhwYF9ubu6+Tp06OTdv3mx49913w7dv374/Jydn/6JFiyK3bNmiBygsLNRNmTKlMj8/f5/ZbBZPPZ9T8fHHH4dkZmY6/Nted9111fv379+3d+9e3emugZycHN3TTz8du3HjxvwDBw7sW7hwYZG/nePGjavOz8/fd+WVV1ZPnTq16Tdzumts8eLFIQUFBdoDBw7kvvXWW0d//PHHn5DDl19+uUSr1Yp5eXn7/OqdH4sWLQrZs2ePfv/+/blffvll/sMPP5zgJzH79+/Xv/TSS8UFBQW5RUVF2nXr1plcLpdw++23J65atepQbm7u/okTJ1bdfffd8f791dXVKbdt23bg0UcfrQDo1KmT7euvv/7b3tL/FG1RkqRNgiAknbK4G1AgSdJhAEEQ3gOuAI4hE5+d/IljT41KQ0lDCcG6YKKMUb8uPv5Pgoicx6Ph5zvuW+AOoDvw3C9Y/58Ofy2elvwNYkADkEPU7HbZgtrR+P/vcMgKz/r18Npr8mdRUbKJgUrVpPAAPHeBTHoECbo5wrBYq9kZ62OBbgy9h9+OpaGK8PjWRMSl8v7eNUxZc618TAGU5gw8169haP52BtpiOFCg4enp4VjrTiE80gnCo1RKRES4mfN0AW0Mn5Btm0WtvjOlSS+QlRyK0r+pzw5KPT5NBO/tfY+bVt9EmD6Md0e+i0/0Me3zaWwv285DFz7ETZ1vwuq2EmOKIVT/C7PPfC5wlMn1fsrWwc77miyoQURUGlH4bFRqo4lxVSAgIQoKatShfJggC+/jXHUYtSG8CbQB3kMmOQHC8/eE3Y6ioAB9aioOo5HfFFJWXl6uMpvNJ4VJtGvXzpaZmekGGDt2bM3mzZtNOp1OPHTokK5bt24ZAB6PR+jcufNPBsUZGRmu4uJi7cSJE1sMHTq0fsSIEQ21tbWKiooKzYQJE+oAGhWU31x1fdiwYXVKpZLOnTs7q6ur1QBr1qwJ2rRpU1BmZmYmgN1uV+Tl5ekGDx5snTNnTvSnn34a0nje6tzcXF1MTIxNqVQyadKk2tMd4/nnnw+fP39+dF1dneqbb77Z7w9R6969u+PYsWPaV199NWzAgAE/Cbn75JNPQlNTU82FhYW6Z555ptCvGsHpw9t69uzpOHLkyJ6PPvooaN26dUE9e/Zss3HjxrxOnTo59+7du2/NmjXmL7/80jxx4sSUhx9++FjXrl3tCQkJrvbt27sAJk2aVP3SSy9FIUfKAxAXF+dt0aKF68svvzRmZWU5Dx8+rBs4cKD1ySefjNy7d68hOzu7DYDT6VRERUV5Ac7WF2fC9u3b9Q8//HC8xWJR2mw2Zd++fesBtm7dal65cuURAJVKRXh4uO/rr782XXbZZXVBQUEiwOWXX167YcMG85gxY+piYmLcl1xyiQ1g/Pjx1fPmzYsCKk49Xt++fdMUCgVt2rSxP/vssyXV1dXK2NhY98UXX2yDM18DP/74o2Lo0KG1sbGxXoDo6GgfwI4dO4yff/75IYCpU6fWPProo03q2OmusY0bN5rHjh1bo1KpSEpK8vTo0eNXzbZv3ry5afsWLVp4u3fvbv3mm28MwcHBYrt27WwpKSkegKysLPuhQ4c0YWFh3oMHD+ovuuiiNJCVosjIyKY/x6uvvvoklTEqKsqbl5d3DlWt/xr4K43n4jmh6IBMdroD84AXBUG4HPjkTBsLgnATclQWiYmJv7kxT215iq5xXemf3B8AlULFnuN72Fa6jZs730yMKQaj5q9dtaYSeeD+c63MRw5lSwReRzY7+DfDX4unJYFaPH95SBLYbDKRcTdOJjscMsHJzYWFCyEvD0wmUCpPEJ+KE/91b3aAGYNAIUJrj4nQ4xbWJHl5WjOUwSPuwdqM8Kw/tIVxH41AFL0ggKAMxzdtG5cUHeCyKiPHivQ8c0c49TVK/AGRJxMeCUEQaNHCwZNPH6KV6gs6WR+mXpdNQcun6Zgae4LweB2gVOPVRjE/ZwF3rb2L1LBUFo9YTKWtkrvW3kVedR7PXvIsozNHY3VZiTPHEaT7BdVvmltRe5yQOxuOvY/fkQ3AK6gRRTdVuljinWUAbIwZyHVdXibEW8+ukGyud1Sg1EXyJpAFLEV2h7Qhz1T9oviVAP4QvPHGSf+vZ4Qownffob/gAhyK3zj7ZTQaRbfbfdJeTlUfBUFAkiR69+7d8Mknn5w0a30qIiMjfXv37t334YcfBr388stRy5YtC/PPqP/e0Ol0TURCanR1lCSJO+64o+yee+6par7u6tWrzRs3bjTn5OTkmc1msVu3bukOh0MBoNFoRH/uSmZmpqusrExTW1urCA0NFadPn149ffr06tatW2f5fL6TOmbQoEF1M2fObLF27doDx48fP2ms5s/pWb9+vXHUqFGtR4wYUZ+YmHjWGPzg4GBx4sSJdRMnTqybMGECq1atCu7UqZNTpVIxZMgQy5AhQyzt27d3LF68OLxLly72X9JHo0ePrl26dGloRkaGc/DgwbUKhQJJkoQxY8ZUv/TSSyWnrt+8L34pbrrppuSVK1cW9OjRwzFv3rzwjRs3nnEeRZLOzHVPd92dDv6cHv/76upqpcFgaCL/Z7oGHnvssShBEH4V2T7dNXa2tv0SnK0PtFpt04dKpRKv1ytIkiSkpqY6du7cedqcoFNz6ZxOp0Kv15/X/Lrzib/ShP7pvmVJkiSbJEnXSZI09WwmBpIkvSJJUhdJkrpERv72ijJd47oyduVYNhzZAMCWoi1M+XQKXeO6olaqKW4opsJagU/8UyLufhYWoJafJzzlyLV4tMA7BNzJRE7MUP/byd9fGqIIDQ1w5AiUlMiqjdUqv//xR9mo4M47Zac2hUL+rGVL0OtPIjzvt4EbhoHaB1GilrbHPKxJ8vCQegBXjXgIS0Ml4XGpRMSlsq1kF8OXXYbH54/U0SJN30OfqgoGFTmoKorkf3eHU1d1ZsIjSQLpGRaefr6AJNWXdLI+gEWXxZ7Ex2mX0hK1n/H4nCAIuDWRPLr5MW5fczudYzuzfPRyiuuLueWzWyioLeCVIa8wKnMUdo+dhKCEX0Z4RA/YS8FaCHX74ZsRjYRHnh6XBCUCcNCUAgjEO8uo1oQzpO8nXHTRGo6ak9kV2oHRruNotOG8IShoh6zwBAjP3x8KBfTs+dsJD8gkxefzCXa7ven/fc+ePca8vDyNz+dj5cqVYX369LH069fPlpOTY9q7d68WwGKxKHbv3q0FMBqNPr/TWFlZmcrn8zFp0qS6xx57rGTPnj2GsLAwMSYmxr148eIQAIfDIfjzNZKTk0/r2HWuGDx4cMPixYsj/O05cuSIuqSkRFVXV6cMDg72mc1mcceOHbpdu3ad9q/XbDaLV111VdUNN9yQ6O8Tr9eLx+P5yfhn6tSpVXfddVdpt27dHD/dk4wBAwbYRo4cWT1nzpyzOp2tXbvWWFlZqQQ55DA/P1+XlJTk3rVrl9Yf6gawY8cOfUJCgrtDhw7OkpISjf/7WLRoUXifPn1+ojhce+21tWvWrAldsWJF2Lhx42oABg0a1LB69erQkpISFUBFRYUyPz//tPOHt956a/yiRYtCztZ2u92uSExM9LhcLuG9994L8y/v1auXxR+i5vV6qampUVx00UXWzz77LMRisSgaGhoUn332WWj//v0tAGVlZZr169cbAd59992wnj17/qLwulNxpmtg0KBBDR9//HGYP6yxoqJCCdCxY0fba6+9FgqwcOHCsC5dupz1uH379rWsWLEizOv1cvToUfV33313WpKnUqmk05lO9O3b17Jy5cowr9dLaWmp6ocffjD16dPntOGRAO3bt3fW1NSo/H3jcrmEnJycMw5/8vPztW3btj3jNflXx19J6TkGJ8UHJyBHZ/0p6J/cn+WjlzN25VjGZo7lvdz3WHD5Anol9gLArDHT4GrA5rYRa45Fr/7rlKt0A2X8POGxAOORC5Z+AGcPzv4XQELuk1gCA7a/LHw+mcBUVcmOa0olWCxQXg51dfDpp7JJgV/18XggJQXKyuDw4ZN29UUKXDUaNBJoBBUXHYJ301zcpuzFTSP/D0tDJRFxrYlIaM3+ynwueWcgdq+VpmI8N26ms0tkxMEaaouiWfBABNXlJwgPnEp4FHTqXMsjjxUS5f6GLrb7sOky2J3wBO1aJaNXN44LRDcg4dREcccXd7Jw+0IuS72MZy99lh9KfuC+9ffR4GrgnRHv0C2+Gw6PgxbBLTCof0FuqdsCjiJwNUDZGtj3JJLkBgQ5dA0BFyqOBrWmTUMeEgLzU2/mzk7/w62Ux0Yd3PX08Frw6aJ4VaEiG1iCfL8JEJ4ATsWFF15Yv3btWtPw4cMtAB06dLDeddddCXl5efru3btbxo8fX6dUKlm4cGHhVVdd1crtdgsAM2fOLGnfvr1r4sSJVYMHD24dFRXlee6554pvuOGGJFEUBYBZs2YdA3jnnXeOTJ48ueXs2bPj1Gq1tGLFikOhoaGiJElnnDLPzs7O9M+oDx06tKZ9+/Y/O5AbOXJkQ25urq5r164ZAAaDQVyyZMmRUaNG1b/yyiuRaWlpmSkpKc7s7OwzDjKff/75khkzZsRlZGRkGY1GUafTiVdeeWVVy5YtT8pDSklJ8Tz00EPHz7QfP2bOnFnepUuXzMcee6wM5Jye5cuXN9kKr1q1qiA/P183bdq0lgCiKAoDBgyonzhxYu2WLVsMt99+e2JDQ4NSqVRKSUlJrrfffvuowWCQFixYUDhmzJgUn89Hdna2/e6776489diRkZG+1q1bOw4ePKjv37+/HaBz587OBx98sOTiiy9OE0URtVotzZs3rygtLc196vb79u3Tjxgxou7U5V6vt0mVuP/++0u7devWJj4+3t2mTRu71WpVAsyfP79o0qRJLdPS0iIUCgUvvvji0QEDBtjGjRtX3alTpzYA48ePr+zVq5ej0YzA+cYbb4TfcsstLZOTk12nO59fgjNdA126dHHeddddZX369MlQKBRS27Zt7e+//37h/PnziyZOnJj0/PPPx4SHh3sXLVpUeLb9jx8/vu7LL78MSk9Pz0pOTnZ269bttOFt11xzTWWbNm0y27Zta2+e1zN+/Pi6rVu3mtq0aZMlCIL06KOPHktMTPTu3r37tMfT6XTSe++9d+j2229PtFgsSp/PJ0ydOrWiS5cuztOtv23bNtOTTz5Z9kv7668G4WxS2Hk9sJzTs1qSpLaN71XIkVYXAyXANmCcJEm5v3bfXbp0kXJycn6Xdj684WFmb5rNHd3v4J5e9/zkc4/Pg8PjINwQTrgh/Jc7JZ0niMgxgj7OrlR4gAnAFmAR0O+8t+yvD38tnoA19V8QPp+s7FRXyyqPP1StpEQmPTk58O67cg6PIMjhW61ayWTH8dOxzJYWMGACIAiISoFxeRreauNkgrIzj416GWv9caIT2xAWl8LR2mK6vtaDKnvpidCBYa+R2WoYt+ZWUnRQyVsPtaLimH8OSUD+JfrVHpAkgV69q/jPw8WEOL7jAtsd2DXJ7G35P1omxhFralSnRQ9IbizKUCZ9cjMf5H3Ate2vZeaFM9lwZAMPfPUAEhLvjHiHjIgMvKKXFsEt0Kl+RpcUfXLujrVQNkbIexYq1gHgVWhRNebx7A5qS4rtCEafjXJdNIP7fc7u0GxEQUGKp4FR9hIyFFr2GlrwvFJNR2SF2ECA8PzZEARhuyRJXZov27VrV2F2dnbVmbb5I7Blyxb93LlzYz766KMjq1evNj/zzDPRGzZsKDjfx126dGnwoUOHtA8++ODPEocA/hz07t279TfffHPw1OUDBw5MufHGG6uuvPLK82ohHsCvQ/Pf8p/dlrNh165dEdnZ2Umn++xPUXoEQViKPM6OEAThGDBTkqTXBUGYBnyBXP3ujV9LeARBGAoMTU1N/V3aueHIBubnzOeWLrewaPcierbo2aT0+KFWqlEpVNQ6arG4LcSZ435+AHIeUY3sOna2gYcE3AtsAp4hQHgArEAQMukJ4C8Er1dWcPxkRhDk/J2jR0+Esy1bJj/7kZgoKz+nKDt+7IyBy66RY3sdSokJB7S81cbJFYpMZo16EVtDVRPhqbRXceFbF58gPAIIHSfTMm0UN+8pofiAkbcfjftZwjPw0gruvKeEIPt2uttm4FAnkp88j8joIKIMjREbohdEF5WSjrEfjOHrwq+584I7mdplKh/nf8zMr2di1ph5b/R7JAQlIEoiicGJaFU/487rtkBDHrhrwFGOuPNeFK7jiAh4FBo0oguHoOVQUGva1+9FAt5MnsgN3V5HUiqJ9toZYy2ks89FkSmJlZoQ1ggCnZAVHh0BwhPAmdGrVy/Htm3bGs61OOm54uqrrw4MmP/iOB3hSUtLy0xOTnaNHDky8P39xXD8+HH1nDlzfpKr9XfCn6b0nE/8HkrPhiMbGLtyLMtHLyfeHM+uil1M+XTKSSFup8Ltc+PyugjXhxNmCPvDVR8bsspj5uw1ZZ4G/gfcBdz5B7Trrw4HsmFBPH+tJLd/NdxumezU1sqqjs8nqzaHDsnKTl0drF4N27ef2CY+Ho4fP8mVrTksGniyNzzdA5QSODRw9UEdS1s7uUhIYeHot/Fa6olukUFoXCvqnfVc8Fpf8qp3A5I8WxDbmejxX3H37iPYDyQyf6ae8qN+0nF6wjNiZClTbytHb9lJD+s0XOoYClIXoA7X0Sq4hUxaJB94bRS6JUZ8MI5d5bt4/OLHGZExgpW5K5m9eTYJQQksHbWUMH2YbIYQ1AK18izlOXweWdmxFoCgwFXyKZqClxEkHw3qUEyeOhRIHDK2IsZZhsHnwKoyMaL3+3wZdwlBPicjrEVESD52GmL5Xh2MVRDQI/9OlgAdATtyaOxf29bln4+/qtITQAABBPBH4i+n9PwdsK10G8tHL6d/cn/yq/LpldiLBZcvYFfFrjOSHo1Sg1qhpsZZg9VtJdYc+/OzsL8TPMgJUAbOTnjeRSY8VwEz/oB2/dXhRB7ABWrx/EXgcslEp75ezqj2eiE/X665Y7fLhOabb+DLL+XPQHZjq66WQ93gRHhbI3wCvNUBHhwgUG6UiHZrqNC46VOqYnmKk+5CC14e9Tpeaz3RCemExrXC7rYzcPHl5FXvknciAfpwgsZ+xLS9h7Htb8Wrj2kpP+rPzxVoyvVpfCtJAtdOKGLi9VVoLXu5wHo7blUkR1rPRxWqI84Y1Uh4RPDa2GOpZcQH4yluKGbhkIX0TuzNWzvf4ulvnyYzMpN3RryDQW1AKShJCE5ApTjD7VsSwXEcGvbj9Tqx+ryo9/4HY/1e2cZeH0e8oxQvSooNcaTYZEXsu/DuDLtwFRZtGD0d5XgEJcuCUnAKSoIlicGCwBCgF3AIuR6PgwDhCSCAAAII4O+BAOk5A+7tde9PlvVK7HVGwuOHIAiYNCZcXheFdYVEGiMJ1YX+JgvCn4OE7MKm4Oxf6FfA/cjhbE9ydnL0b4AbeV6+JXI8ZQB/IpxOOYTNYpFJS0MDHDwoE5nGiu3k5somBbbGHOGgIDnE7XhjyL7fbko84aa5IQnuvEzBziiRGLeaUB9UaNxovPBDlJc2ymheHfEGks1GbHwGwfGt8Pg8DH1vFNtKt5xonyCgu/IDbj9cjXtfAm/9n5GSw0q5sI/kJzz+deW3N089wugra9FY9nOBdRoeZQhHWi9AG27GoNYRpDWDJCF5LGytKmT0R9dj89hYMnIJ6eHpzN82nxe2vUDPFj15Y9gbKAQFGqWGOHPc6euESSK4LYjWApzO49ShwlWzncT9j6P0OajUhGP02Yh3lFKnDibI00CcQ85HfSzzAR5t9yhhohuPoGSrPoYIn5uhPhdDlTr6CoqT7i0ZnCA8f9vS3AEEEEAAAfyr8I8iPb93Ts9vgValRa1UU2mrxOKyEGuORaM8P1VfapFDTM5WBHA3cDNy8cCFwFmCYv4V8CKTnkQCffGnwl9Tx2qVVZyqKigokJUbhUJ+lJXJJgVVjVE6er1Mkhoa5Pf+ug/NcgYOhsHdlyn5ONVHkEdBmFdFucZNtjOEh7aqeai7jWhNKG8Mex21w91EeHyij7Err+GrI2tOaqZy4NPcWh+OtCeYxY+HU3xIaLKgPrUOokKAO+48xOChDagsB+lhvRWfwkhh+kIMkWH4JB/RxkiZG3ka+LRkB9d+cgtapZb3r3yfcF04z3z7DG/veptBKYN46fKX8IpeDGoDsebYn4bNShKSx4rLWYrNXk696MTudRCbP4/Yyo0A5Jlak249iAS4FRqCPA24FWocCj3jey7m0/ghIAgoJC9X2ksZKLrooY3CpDE3TY74kPMFfciTBAHCE0AAAQQQwN8J/yjSI0nSJ8AnXbp0mfxntwVAISgwa804vU4K6wqJMkYRrA3+XVUfB3KJ5LMRniJkp7YwZKe2f3uysciJPIRALZ4/AZIkh6pVVcm5OXa7TGzKy2WlR6EAtVpWft59VzYtAJnceL0n3NjUjXS1WQ5PrQ5mDVDxUicfgiQS7lVTrfbQ2mnk6a9U7DPWcV9PCHfAkrb/weyGuPg2BMUnI4oiN34ylY/yVnAiXA3IGMlN5stQ/6hmyRNxHD0oICgkJPGnhEelkrjvgYP0u9iG0nqYntapiIKWwvSFmKNjsHlsJAbFo1QoEd11LM7/kinr7iXWFMuSkUtQCkr+b/P/8UHeB4zNGstTA57C4XUQrA0m2hR9MuGRJDw+OzbncSzOGlzuOpxeO5q6PbTMfxazuxqrwoBTqSXDehARBQpEjmsjSHCUkhvcltF9VuLQRnK1tZBBzmqy8GDWRWMwtECh1OBFJjoi8uRAKHIom5aAUhxAAAEEEMDfC4E0hl8AvVpPg7PhnAuR6lQ6DGoDFdYKjjUcw+37iV39OcGLnMej58wDkBrk4qMeZGvZs1Yw+xdAQnZqiyWQh/CHQ5JkRSc/Xw5V278f9u6FHTtkYuNwyKFtViu88YZcYPToUXkZnFBytFrQ6WSy00h4PAp4oZealDuVPNfZi9mnwq2U0PkULPhCzW1f2bjnQifP9IIesd1RhoZTFqklLj6ToPhkJEni7vX389bOVxFQIl8pOghL5ao2DxGyE957PJnCfAUKpXhawqPR+HhkVh79L7ahsB6lp3UKCAoK0xdgjknA5rETaQhHr9bjczfwv13vccOaGaSHp/PRlR/hk3w8tOEhPsj7gJs638TTA5/G4XEQqgslxhTTRHh8gNXr4Ji9iGJrIccdx7E6KqhylVNRvJzUvQ9idldTpIvHKNqJ8NQiAbWaYPYHZZDgKOXVlMk80uNdZloO82H1Nu62F3GBANGmVmhNSTiUGiyNx4oAkoBkZHdDHQHCE8Avh9VqFbp27Zp+ru5ts2bNivIXG/29EB8f366srOykSd8lS5YE/+c//4n5PY9zOng8HqZNmxbfsmXLthkZGZkZGRmZ9913X9NxBUHoPHz48OTm64eGhmb3798/FWDevHnhoaGh2RkZGZnJyclZjz76aJR/3TvvvDMuKiqqvX+/GRkZmVVVVUqLxaIYNmxYclpaWmbr1q2zOnfunO4vrnnffffFpKamZqWlpWVmZGRkfvXVV2f9a+zWrVv6pk2bAiLvL8CBAwc0rVu3zgLYtGmTYdKkSS0AVq9ebV63bl1TPz/11FORL7744nk1jx01alTSm2++GQowZMiQVs2L0v6b8I9Ses4XvKIXtUJNg7MBnVp3ToVI/aqPw+OgsLaQGFMMZq35nFUfCfDXlT9TeJYTuB7Z0e09oPU5HemfBQvyIC74z27IvwmiKCs6xcVQUSHn5NhsMsmx2WSnNoVCVnw+/vhkRzY4YUqg1cpObnb7iY+AT7PUzBisoMDkItirlG2lJYln1ytJOe7iniEa8oOgU1gmr3e+k/bB6ewq285FGZcTFJeEJEnM2vQ4//t2LkpBjU/0gCIUlA4uvmAeKXs1LJ6dStFBBUqVhM+r4FTCYzB4efSxfDp2coG1mJ7WKQiSyNGMVzDFtsTpdWBQ6wjVheBx1/Pg1hd5atvLXNjyQhZcvoBSSykPf/0wW4u3cn/v+7m1y61Y3BYiDZGEG8JBEHAA9T4ndmcleG2IkojbcZz9XitbJTdT98zkAushfCioUQWR6CxBAkQEPo4fSvfq72lpO8o7WTNpHZrNf62FqNQ6TCjQakPxGlpi05jRAlHIkynnJyA3gH8TXnjhhYhhw4bVqlTnNtxYuHBh9OTJk2vMZrP482ufO6655pp64LzaJHu9XqZPnx5fUVGh3r9/f67BYJBqa2sVs2fPbiI9er1ePHDggN5qtQomk0n68MMPg6Kjo0+ypBw6dGjtokWLisrLy5Vt2rRpe80119SmpqZ6AKZMmVIxa9asiubrP/DAAzFRUVEefxHLXbt2aTUajbR+/XrjF198EbJnz559er1eKisrU7lcrj9kTsPr9XKu18S5wuPxoFb/OQHtF154of3CCy+0A3z11Vdmk8nkGzhwoA3g3nvvPadCqeeKqVOnHv+///u/mPfee+/oH3ncvwL+UUqPIAhDBUF4pb7+971veXweJEFCEiTsbjs1jppzVn30aj0GjYEyaxmlllI8vtPb6/4c6pEH8GeiXyJwG3KF13lA93M6yj8LViCEQC2ePwxuNxw7Blu2wKZNcOCAnKtTWyubD1RVyeqN2w0ffQQzZ/6U8ICs6phMsrNbM8KzJ0HNRbcaGTrGQ4negyCBKEk8+rXA6re9fJKt54pxYI8JZ36vJ/hwwGtkaOPB5eTS7FGywgO8sO0lHvn6QdQKrUx4hBiQamnT/TG6H2zJ4kdaU3RQhVoj4fP+VOEJCnIz5+k8OnZyIVnL6GWdglJycTR9PobYVvgkr+x2bYrG5arjpvUP89S2lxmRMYJXh77Kkdoj3L32br4t/pY5A+Zwa9dbsXqs8sSIMYIaQeCwz0WJvRSX7SiCz8Vxt4PlrmquNyayr+Z7nvpmLCnWQ1hURgREQr3yPfCAOZ15abcxpPRT1IKSPW1n0zq0PUZ1CHqlliCFBrUhHqU5jWiNmVbIqk4wAcITwO+D5cuXh48dO7YO5BnuLl26pA8cODAlJSUla9y4cYm+RqOSDz74IKhDhw4ZmZmZbQYPHtyqvr5e8dhjj0UdP35c3bdv37Tu3buneb1eRo0aldS6deustLS0TL/KsXfvXm3Pnj3T0tPTMzMzM9vk5ub+6lnsefPmhU+YMCER5FnxSZMmtejYsWNGQkJCO/8MOcBDDz0U3bZt2zZpaWmZM2bMiPMvHzBgQEpWVlab1NTUrKeffrqpxrXBYOh4xx13xLVv3z5j3bp1pnfffTfytddeKzIYDBJAaGio+Oyzz5Y2b8vFF19cv2LFihCApUuXho0aNarmdG2OiYnxJSYmuoqLi886ki8rK1PHx8c3DTays7Nder1eKikpUYeFhXn1er0EEBsb601KSvIArFq1ytymTZvMtLS0zDFjxiQ5HI6TyNCcOXMip0yZktC8/yZOnNgC4OWXXw5r165dm4yMjMxx48a19Kt8zfviyy+/PGOkfXNVwr8dyNdPt27d0gcNGtQqOTk5a9iwYclio3FNfHx8u6lTp8a3a9euTbt27drs3btX69/XjTfemNC9e/e0W265JSE3N1fbp0+f1llZWW06d+6cvmPHDh1AcXGxauDAgSnp6emZ6enpmX4l5pFHHolu3bp1VuvWrbNmzZoVBbKC06pVq6yrrrqqZWpqalavXr1aW61WAWDz5s2G9PT0zA4dOmQ8++yzTSrc6tWrzf379089cOCAZtGiRZELFiyIzsjIyFyzZo3pzjvvjHv44YejAbZu3arPzs7OSEtLyxw4cGBKZWWlEmSFzX9+SUlJbdesWWMCmTzefPPNCf5rcu7cuREAoigyYcKExJSUlKx+/fqlVlVVNTHMQYMGWTdv3hzkOUN5h38y/lGkR5KkTyRJuik4+LfP4z+15Sk2HNnQ9N6gNrCvch+Ldi/C4/NQYa3A6rae075PzfWxuCy/ansnsspzttycR4HPgIeBoefUyn8WHMgEMYpAaM55hc8nGwzk5sq20j/8IKs7Ho+s6vhzd0RRVnBWrYKHH5aJ0anQ6yEkRDYtsJ74rR0PUTNpUgjZN3jYEm5HIYGIxJ3fwrevihSkhtFrssC2WIn7s6exccj7DAzvhtNaS1RUMi3b9UYfGQeCwNu7FnPH59PRKPV4fC4QY4FyItKuYnT1ZSx6JIWig2o0WvC4f0p4wsKczP1fHm0yPUi2CnpZb0Yl2Tia/hKGuNaAhN3jJM4Ug8NZy5hPb+et3JXc2OlG5g6cS+7xXGasnUFuZS7zh8zn6rZXU+eyYjTFUa8PpdDnps5Rgc5aiM/nYKeg4THRyxUhqXyo0vHWxst5KPf/UCJiFfSYvTYUgE9QMrPtw+wPyuCO/HnUBbXlSPsnICgdQRNOkEJBjNpEnCmVlqYkEpUaggiYevyTcf31tOjWjfSfe3TtSnpWFm26dv35da+/nhZnO6bT6RSKi4u16enpTTHde/bsMT7//PPFBw4cyC0sLNQuWrQotKysTPX444/Hbtq0KX/fvn37O3XqZJ89e3b0gw8+eDwqKsqzcePG/O+//z7/22+/NZSVlakPHjyYm5+fv+/WW2+tBhg3blzylClTjh84cGBfTk5OXmJi4m8ezVVUVKhzcnLyVq1adXDmzJnxIBOzgoIC3e7du/fv379/386dOw2ff/65CWDJkiWFubm5+3fu3Llv4cKF0eXl5UoAh8OhaNu2rWP37t15YWFhvtjYWHdoaOhZVavx48fXLFu2LNRutwv79+839OjRw3a69Q4ePKhxuVyK7t27O/zL/IPpjIyMzO7du6cB3HTTTVUvvPBCTIcOHTJuv/32OH9o0/DhwxtKS0s1SUlJba+99trETz/91ARgt9uFm2++OXnZsmWH8vPz93m9XubOnRt5ShtrP/vssxD/+5UrV4aNGzeu9scff9StXLkyLCcnJy8vL2+fQqGQFixYEH5qX1x66aXnNIDav3+//qWXXiouKCjILSoq0q5bt65pKBQUFOTbs2fP/ptvvvn4bbfd1nRtHjp0SLdly5b8V1999diNN97Y8uWXXy7Kzc3dP3fu3GNTp05NBJgyZUpinz59LAcOHNiXm5u7r1OnTs7Nmzcb3n333fDt27fvz8nJ2b9o0aLILVu26AGKiop0t99++/GCgoLc4OBg36JFi0IBbrjhhqRnn322aOfOnXmna396erp7woQJlVOmTKnIy8vbN2jQoJP6YdKkScmPP/74sfz8/H1ZWVmO++67r4lYe71eYc+ePfvnzJlTPGvWrDiA5557LiI4ONi3d+/e/bt27dr/9ttvR+bl5WkWL14cUlBQoD1w4EDuW2+9dfTHH39s6ielUknLli2d33333b8uTDEQ3nYGdI3relJx0i1FW5j66VQWXL6ASGMkFpeFKlsV9Y56Ik2R5+TMplfr8Yk+SiwlBLuDiTRGnrn2RiN8yHk8Ws7MWF8BXgNuAG761a3658GJ7DYVqMVzniCKJyynS0tlFcftlkmNP4+nulpWarSNE7AffQRbt55UT6cJer2s7tTWnjAtAJx6FU8OCWVuRjV2RR3KRrJz43a48wcFbw2OoVuvSlzUcXWr4dzbfirBgh6npY6g8Fgi4lqj1p8IV/8w70Nu/PgGNEodLq8dfBFgcqE1ZHKT8n7efDCZYwe1aHXgcsKphCc62s4Tc/NJTJQQ7ZX0skxBLdZRlP4y+rg2cnqSy06EPhSro5YRH9/M1rIf+W+f/zKx/US2lWzj3vX3UmWv4s3hb9M5sReHPDaCguJxqPVoHZVoPTXUoGKVKoTPFAIbteGoRDezdz/MjLxnAfAhoETCJMl9td+cwfRO/+PtH24kxlHKkYQxVCSORakOIkqlJQoBnTYMpaElaM5mgRLAvxF2O4qCAvSpqTiMRn5TSFl5ebnKbDaflMzTrl07W2Zmphtg7NixNZs3bzbpdDrx0KFDum7dumUAeDweoXPnzj8ZFGdkZLiKi4u1EydObDF06ND6ESNGNNTW1ioqKio0EyZMqANoVFB+c9X1YcOG1SmVSjp37uysrq5WA6xZsyZo06ZNQZmZmZkAdrtdkZeXpxs8eLB1zpw50Z9++mlI43mrc3NzdTExMTalUsmkSZNqT3eM559/Pnz+/PnRdXV1qm+++Wa/P0Ste/fujmPHjmlfffXVsAEDBvwkdOWTTz4JTU1NNRcWFuqeeeaZQr9qBKcPb+vZs6fjyJEjez766KOgdevWBfXs2bPNxo0b8zp16uTcu3fvvjVr1pi//PJL88SJE1MefvjhY127drUnJCS42rdv7wKYNGlS9UsvvRSF7JsEQFxcnLdFixauL7/80piVleU8fPiwbuDAgdYnn3wycu/evYbs7Ow2AE6nUxEVFeUFebB9pr74pWjXrp0tJSXFA5CVlWU/dOhQ0+Br4sSJNQCTJ0+uefDBB5tIz8iRI2tVKhX19fWKHTt2mMaMGZPi/8ztdgsAW7duNa9cufIIgEqlIjw83Pf111+bLrvssrqgoCAR4PLLL6/dsGGDecyYMXXx8fGunj17OgA6duxoLyws1FZXVystFovy8ssvtwJcf/311V999dUvnoU/dfvJkydXjxkzppX/8zFjxtQC9OzZ03bPPfdoANavXx+Ul5dn+Pjjj0MBLBaLct++fbqNGzeax44dW6NSqUhKSvL06NHjpNn1iIgI788phP9EBEjPGdA/uT/LRy9n7MqxjM0cy3u577Hg8gVNdXqCdcGYNCYqbZUcrjlMmC6MSFPkr87RUSqUBGmDsHls2GptxJhiMGnPrOFUIROfM7mOfQLMAi4DZhJQNdzI/37xBGrx/K6QJJnoWCxQWSnn7NTUyIqOv06OxSKrPD6fTGQEAd57Tw5hOx3Z0enAaJQJUjOyI6qULB4Yzf2dqilXV6ISAQHG7IX/fqdmQ9+W9LutknJfCX2jL+DhTneSZmyB3VqLzyDRok13DOawZk2XWHd4PVevHIdaqcXptYHPDPEJCDUF3BjxHG//N42SAh1aPbgccOoYqkULK4/POUhsHPjsNfS0TEUrVnI0/SV0CW0BcHpdaFVa6h01XLFqMnk1h3n20me5LPUyvin+hvu/vB+X180ro5cRH92eQq+TeHM8RsmFzVpGsaBgtSaS1SodBSoDSsnHBZXf8vr3N5BuyW/K11E0tk1C4LGs/6BRGPh80zBEhZZ9GQ8gRnShpSaUcAQ0ghoMsaCPh/NkoR/AXxNvvEHxL1lPFOG779BfcAEOxW+cJTIajaLb7T5pL6f+RwqCgCRJ9O7du+GTTz45crb9RUZG+vbu3bvvww8/DHr55Zejli1bFrZw4cKi39bK00On0zX96KXG+5UkSdxxxx1l99xzT1XzdVevXm3euHGjOScnJ89sNovdunVLdzgcCgCNRiP6c1cyMzNdZWVlmtraWkVoaKg4ffr06unTp1e3bt06y+fzndQxgwYNqps5c2aLtWvXHjh+/PhJYzV/Ts/69euNo0aNaj1ixIj6xMTEszpFBAcHixMnTqybOHFi3YQJE1i1alVwp06dnCqViiFDhliGDBliad++vWPx4sXhXbp0sZ9tX36MHj26dunSpaEZGRnOwYMH1yoUCiRJEsaMGVP90ksvlZy6fvO+OBtUKpXkD3sURRGPx9PUN1qttul7USqVeL3eps8UzS5YQRCa1jOZTCKAz+fDbDZ78/Ly9v2S85NO9z914lyat0NyOBwKSZLOa01G/zWpUqnwXy+SJAnPPPNM0ahRoxqar7t69ergs7XF5XIpDAbDec2T+ysiMPF9FvRP7s/ULlN5OedlJmRcRa+4kzNjlAolMeYYkkKTsLgt5FXm/epQNT8MagMalYZjDceosFacNmeoAdmN7UzWKj8A04HOyHk8//ZBvr8WTwKBsJ3fBX6iU1UFhw/L9XQOHoTCQrmIqF/dsVjk/J2yMpnIiCK8/jr897+Qk/NTwqPTQUSEvO/q6hOHUyr5uk8iHe8yMKl7KZVKFwADD8HWJXqGq9tz9dRIbk8rwGwMY3G/ebzbbx4thRBsLiuRKe1IyuzZRHi8opd6Zz2fHfyc0StGoxBUjYRHC+2GQcVORsQ9wUcP9aakQH8GwiOQklLPU8/mNxKeOnpYpqL3lVKcPg9dQjYAPtGHV/RSZTvORSvGcai+mDeueINLW13KuiMbuOOLGYgIPHfl+8RGt8PtcRCiM+Nwl7PDY2GmLoahxmSe04VxSKnH4LXx9PY72bT+QpJsRxtbQhPhqdKEManXcsaVb+C+Pf/FqY+nOHsOkVE9SdeGEysIaFQGMLcGY8sA4QngjFAooGfP3054QCYpPp9PsNvtTaOvPXv2GPPy8jQ+n4+VK1eG9enTx9KvXz9bTk6OyZ+HYbFYFLt379YCGI1Gn99prKysTOXz+Zg0aVLdY489VrJnzx5DWFiYGBMT4168eHEIgMPhEPxub8nJyVm//SxOYPDgwQ2LFy+O8LfnyJEj6pKSElVdXZ0yODjYZzabxR07duh27dp12r9ps9ksXnXVVVU33HBDor9PvF7vSYN6P6ZOnVp11113lXbr1s3x0z3JGDBggG3kyJHVc+bMOasx69q1a43+3BCn0ynk5+frkpKS3Lt27dI2d/HasWOHPiEhwd2hQwdnSUmJxv99LFq0KLxPnz4/Gdxce+21tWvWrAldsWJF2Lhx42oABg0a1LB69erQkpISFUBFRYUyPz//tDecW2+9NX7RokUhpy5v2bKle/v27QaAJUuWhDQnNmfDokWLwgBef/310I4dO/4kJDAsLExMSEhwv/HGG6EgE6pvv/1WD9CrVy+LP4TP6/VSU1OjuOiii6yfffZZiMViUTQ0NCg+++yz0P79+59xkBcREeEzmUy+L774wgTw1ltvhZ1uPbPZ7LNYLD8ZooWHh/uCgoJ8/nyd119/PbxHjx5nDQMcOHBg/fz58yP9BhS7d+/WNjQ0KPr27WtZsWJFmNfr5ejRo+rvvvvuJFn/yJEj2o4dOzrPtu9/IgJKz1mw4cgG5ufM55bUcSzKXUJPfWt6JfaW8wx0uqYK8DqVjpTwFOocdRTVF6FVaokPiv/VLm8qhYogXRAWlwWr20qsORaDWg65dANlnDmPpwC4DlnReJMzGxz8W+CvxZOIHAoYwG+AyyXn49TVnbCJbmiQw9hcLrlejkolKz0VFbKiYzLJuTuvviqTotNBq4XgYHk/zhP3Xkmp5EB2C+7oZ+cLc1HTzEz3Y/DQdhOKrLY8PLGW9d7dhCtDeLzD/VzbajiSw06DtQZzbEuioluhVmmQJAmHx0G9s56NRzfxxq63WV/wBSqlBrfPAaISevwHfphJp8iJfDf7BkoP69HpwfmToYZAZmY1M2cfITxcgc/RwAWWWzD6iihu/RyahE5y+yUJm8fBkbpCJnw2HS+wdPQyYkKSWVqwhrkbHiTCFM3cUUsxGCKoctUSp9HwNRKvGxIpUDSODwQBg89N7+MbeXnbFFKsh/EJajSiCwmZ9AjAloheVET1Z+H229E7y2iI6IsjZTKxhhj0/nBZXQQYWoL6316lK4A/GhdeeGH92rVrTcOHD7cAdOjQwXrXXXcl5OXl6bt3724ZP358nVKpZOHChYVXXXVVK3+40cyZM0vat2/vmjhxYtXgwYNbR0VFeZ577rniG264IUkURQFg1qxZxwDeeeedI5MnT245e/bsOLVaLa1YseJQaGioKMnVg0+L7OzsTP9M+NChQ2vat29/RnLhx8iRIxtyc3N1Xbt2zQAwGAzikiVLjowaNar+lVdeiUxLS8tMSUlxZmdnnzYHB+D5558vmTFjRlxGRkaW0WgUdTqdeOWVV1a1bNnypDyklJQUz0MPPXT8TPvxY+bMmeVdunTJfOyxx8pAzulZvnx5k1/PqlWrCvLz83XTpk1rCSCKojBgwID6iRMn1m7ZssVw++23JzY0NCiVSqWUlJTkevvtt48aDAZpwYIFhWPGjEnx+XxkZ2fb77777p84jEVGRvpat27tOHjwoL5///52gM6dOzsffPDBkosvvjhNFEXUarU0b968orS0tJ/U6ti3b59+xIgRdacuv+222yqHDBmS2q5duzYXXnhhg16v/0WKhMvlEtq3b58hiqLw3nvvHT7dOkuXLj08efLklnPmzIn1er3CiBEjanr06OGYP39+0aRJk1qmpaVFKBQKXnzxxaMDBgywjRs3rrpTp05tAMaPH1/Zq1cvx4EDB844a/T6668X3njjjUl6vV686KKLGk63zqhRo+pGjx6d8vnnn4c899xzJymVb7755pGpU6e2vP322xWJiYmupUuXFp7tnGfMmFFVWFiobdeuXRtJkoSwsDDPZ599dmj8+PF1X375ZVB6enpWcnKys1u3bk1krbi4WKXVaqVTr7l/A4SzyXd/NwiCMBQYmpqaOvngwYO/aV8bjmw4kdNT7WaXs5Ap39zPgu6P0Su0HQgKMJvlwZ1O11RLxCf6KLeWU2mrJNwQTpQxCq3q1w+7vaIXu8dOqC6UMEMEJQolIqcPazuObFbgRA5vSzz30/5HQEJWxeKBoD+5LT8Hf/C52OzR/L0XOZzR1/jafw347YTVnKcQRrdbJjq1tTLJUShkxeb48RMhazqd/FxRISs0isbfRF4erFwpr3s6aDTyxEFl5Umqj6RUcDy9Bf+5SGRx2DG8goQkQFYF/HdXENFpnXizVQPLpd0gCNyYfjXTM2/A6FNg89hQhUcQHdMaoz4Ir+jF6rJSXF/MJ/mf8M7ed9lfmYtWaSDa0JIiy365o3u+DNvvI1rdCsXCTZQVBKHVS7iajIr87RPo1KmCBx4qJjRUgc9poXvDrZg9+RxLexZVYs+m87C4rGwt2cZtXz1EkDaEF0a+i0oXwvr81SzYNIsW4a15cMQSTAqBKtHJ+2HpbNEE4Wqsw2P2uWlvL+W4Qs2M3MeYWrAAp8qE1mtt+q5dCg1a0c138cOJUxiJL3kfAYn6xGvQxl2GXh+FIImgaAxnMyTIrwP4x0IQhO2SJHVpvmzXrl2F2dnZVWfa5o/Ali1b9HPnzo356KOPjqxevdr8zDPPRG/YsKHgfB936dKlwYcOHdI++OCDP0scAvhz0Lt379bffPPNbxusNSI+Pr5dTk7O/tjY2HMrCPUvwqOPPhoVFBQkzpgx40+9N5wv7Nq1KyI7OzvpdJ/9o5QeSZI+AT7p0qXL5N+6r22l21g+ejn9k/uzq2IVF0R2YkHvJ9lVvY9eCT3kwZrNBg31oFRBUBAYjSi1ssoTpg+juK6YfGc+0cZoQvWhqJW/fNChUqgwa8w0uBooctvQmWMJP41yZAUmIIe9rSRAeEC28o7mjyU8ZyItzcmL/+Fr9vi56SsFJ2b0/a8bAH8mqIBMgoyNzxp+w4/a45EtoWtrZQVHoZAJisdzosaOQiHn53i9ckhbba1cO8dkko0JvvhCVoFAnghoPqmiVkN4uLyfZoRIUiiwpCTwbF8tz8UcoV4l/2cl1sEDe0NISe3GmkEO3mQbtaKNIYkDeDB7Oi3UYTicNqxBRiKSsgkxR2J1WzlUfYh9Vft4f//7fJL/KTWOKkJ0UbQO7USpteAE4Um7HwrmoxUVSG+tOA3h8UOgV68S7ry3jOBgBV6HjW6W6Zg9eZS0fvokwuP0ulh5cA2PbplLfHBL/m/UUlyCgo/2LmXJ1rlkxHVlyrBX+VQfzFfGGOqU8oSIRhLp7ahgQH0enwSlYrQc4KsfJhNvP4ZTaUbntSABXkGJW6FBQOBoixGkOcsJq/wIjzYKV+qtBId3QaEJBtENKrMcyqYLlydpAgjgT0CvXr0c27ZtazjX4qTniquvvvq81twJ4Lfj9yI8Afw6hISE+G655Zbqn1/zn4d/lNLjR5cuXaScnJzfbX9rv34DfVAowWozQRozmlNnTEVRHiSKPlCpITQU9Hp8SgU1jhrKLeVolBoijBEE64J/1qGtOexAkc+D0uMgzBBOqCG8qTK7BzmkbRNySNvFv9P5/p1hRa4xci7W1GciLRInlJbmqov//dmIi78NfsLS/FnBb1dpJOTrwN8W/76NgAE5tE/NWfK7vF6Z6NTVyeYBgiCHnalU8rKjR+WwNa1WVnYcDjlszWKRSYzXK1tTf/ONrA7BCVXID40GwsJkstNc2VEosLdqwbvd9DzeopBCvRziFmGDu/eHktmqO3sj4XUph0NiFR3Dsnik8910CWmD12nDrlWiDY/BZA6jzlFHiaWE/ZX7WZW/iq+ObMAjugnXx+PxOWhwNytz4dXL55PcBwpWE7p2FbVbh6DRgdvZ/BuRg8guvriIW6cfJyhIgdfloGv97YR6dlHa+gmElvKvzgtYRC/P5bzG69tfIzO2A/de8TZ2t4Mvdr/FRznziW91CZ7RSzmubwzzliRa+exMajhEe8cxFphb860ukhe3T+faI4uwa8JQu+tRI+f3FZhSaGU9hEsXTWXcUCIrvkJvO4w7uAOKlBtRBWeCQim3OxDO9q/DX1XpCSCAAAL4I/GvUXrOFyQk9IIOi8dGnasBg0pPqC4YnUIrO3X4Z79BDvepqgJJRKnTExkcjCmkFRX2SsosZdQ6awnXhxOkDUKpOLvVgAcoB8xKNQqFijpHLTa3hShzHFqVjgeADcBTBAgPyARRD4RxIhSsOYlprrCcSlr8c5D+XAlOee8nE3CCsKiQlZU/0yFPaGxD8wBjETnU0dr4WkAmPn4ipPH5UDscCHV1slopCDIxMZtPXL+FhbLVtMEgh6JZrXDokLy+VisrPGvXyvV4/ARHpZJJkP+9Wi0bFJSXy49GSIKAo1UiX3YM5vH4Q3wXKoe/G91w+4EQOiZeQEVPHY97d/Cd7yhx+mhe7PR/DI8fgNdupdJRgyvYADo9LudxGuoL2Fa6jY/zP2ZH+Q6UggqtyoBHdFPtKEUpyL8zrS0Nd+n9SFOvAteTsHkWxh0PULt1CGqthNv5UzVk0OX53HRzA0FBCjwuJ13q7yTUs5Oy1NlILS/GCdQB9T4vz34zl0/3raRry75MH7KQPJ+HJbve4Mj2hdDuGkqGvQEqDTrRy+XOSiZZj6D12nnbEMusuEsZeuwTjqy7mWBXFcd18UQ6SxCAOnUQFYZE0uv3Uh/cFntIF+KLlqHw2fHGDkPT4ioIagGiFwRVIJwtgAACCCCAAE6DAOn5BQjWmLCLDpQoMaoMuCU3JbYKNEo1oeogjGpDk/qCUikPFEEOC6qoQA8kGvTUaUOp8lmosFVQ56wjXB+OSWs6sW0zSMi5OgoaZ+kFAaPWhMfn5ljdUZYHt2Cp2sAdwDV/QB/8kTid0tJ8WXPi4ict9sZ1YoAjp+zLT0oETiYwzcnLmSzA/45QICs8zTPJvKKIxemkzmIBmw1BktCp1RiDgtABaqcTdXExFBXJqqXZLJOd+np5md0uk5oDB2DDBjh27MTONRpZ5fGHryiVEBUlKztlZU2rSYKAM7kFP7aL4H9Rh/gw9iiiAGof3HAomJ6x3XB3CeVdTy6fuPehU+q4t/1UJqaORrTbKag5hMWoQmcKATw4bA2sPbSW5bkrOG6vQCXIg3yf5EUpKBrNnEW0Zf2xNzyAa3pf6KZAczQH9ztPoarrj+3jWag1Eh7Xqb9BiStG7WHiRLes8LjddKq/h3DPNkpSH6E2aRC1yNed1eviuS8fZsvh9XTLHE3k5Qu4TaWj9vPbYOeb0G0aDHqeli4Lo2r3cYW3HgmR93URvBneGZ2ngXWbRtKv5GNqtbE4FRqinCVIwJexg+lRvY20+n1UxVyKShKIOfo2kjoYodXNqOIuAW0EiB5QmcCUBNqwQDhbAAEEEEAAAZyCAOk5A57a8hRd47rSP6g9YaogtKYw1h3bRE7VHsanjsKo1CPio8JZjdJVS4gmCLPahKq5eqNWyw9JQuF2E2b3YpDguMKJU+vhuOilxlFDuCEck8Z0kr97HeDgp25taqWGz7TBvKQ2cJnLym1KNZyDUcKfBR+yCuHhZOWl+ePnAi5PDRXzIV/ILQhYU5+EZrV0VFYrKlGUr0e9HkkQ8AI1Tie+ykqE8nIUooghKAij14u2uhp1TQ1Ku10m799+K+fsWJq5dWq1MkFqHtYWESErRaeQHXdSArltY1liPsT85CIcalCIMLokiMtNnaBdDN94DrPEvQmH5GFky8HckH41RlFJRV0pFqMKRZARndZAuaWc5fuW83nB53jFE3kCQbpwFIJAlb0Mu8uJ9sANOLX34LwvBdooMB/LI2LxHIoPLwO3Ce+rS1CpBTzunxKecdfs44oxVoKCdHjcHrLr7yPKs5W9KQ9SnDQEF/JkhNVl46H1/+VQ0Wa0ve7jh4ufQOF1ILx/NRz4GEXfmfTqOoVLir+ik9dCkCGUtdoQXjG3pkJt5MGDC/jPzgfQei0cMGeQZslDACq1UZRG9qVf6UdICi1ViVcTVLcTbUMukjEFRfJECO8Jaq1MeHSRMuFRncnQPoAAAggggAD+3fhHkZ5m7m2/eV9d47rK7m3ftaD3lmOsmdSb+4K+4sVej2NSG6hzN6ASVJhUBkRJpNZdT42rDrPaSJDGjE7ZjIj48yS0WnSiSIJLQ11dDTVSLaIpmONuB7VaIxHGCPQqPU5BoJrT1+PZqtTyf7oQunud3G+v5JjPTYQximBdyHktivVb4UI2GPBnlp6aoK9AJiy/NlzMr/b8E2vxeJFNCyyNz3VAKXA5Z7YubyI6NptsKCCKskLjLw7auI5gtaIuLUVdVSUrM0YjotuNq64Oq8MBTieamhrC1q3DnJOD4PUiNW4v6HTyMVxy3RwEASIjZbLT3KAAcLdM4GC7eL4WCpmd/gPHTfIH/StNjFN2Qp0YzV7hOO+4P6VcstAlrB23tb2BFG00+CQsOgUNGgGjzsyu8l28testDtacyH0N1kYSZ06m3FpIjaMcrTcadc7/4Wk5FeYEQ6IC0/4vMS54mvKKtVglBcLhgRCxByGkFG9J7KkdyNQbDtFrSDUhISbqvV46NvyXWPcmtrW6j9LkEYgI7NYE8ZUo8c3q6YjFW1Bd+j9iOk+h0l6NfeVYKNxAp36PcHtyLzTF6zDqQtkXnMQr5iQOakK5sC6XLT9MJaVqM0cNyYSLbtIteUjAztihxHrqyD62AqehBfaoiwkv/QTBXQORfRESx0JIO5BEkAQwJYMhLhDOFkAAAQQQQABnQcDI4CzYcGQDYxcNYco3ThZ0FFn2oYIerS/GduVIrF2zqfU2YHHbUClU6JRaJEnCJbrwSj70Si2h2hD0St0ZyYjTbaeyoRyXx4FGZ8Rt1KEyheAyR2NU63/CSPMUKiYbIkgQfbxqr8KEhCiJONw2tCodUeZYNH+hooMislpV1/isQg65+r2omQ85vCiBv15dIglZ0WpofNRzgrz80sfZSmK3BtoB7YH2kkRbtxujn+h4vTLR0WiaakkBcr5OXZ2swtTXNxFxnE55O7sdHA50u3Zh/PprtIcPIynk8pcKUcRjNKK22ZpCBiVAiohAUVsr77vZuXtaxHE4K54DrhL+k1nKvkj5s/YWAzc6M9FGRnNU5WClbw/5UiWJ+ljuaH8TF4Z1xOWyU63yUK8VEZRqVu5fydrDa7F75B7RKg1kRfVCEERyK77D6bNhtGXj2HQvYq8xKO9X4gsXCfphCapvn6OmYSdKbwjiDzchfXcbNMRDzE4o78CpGVx33XKU9oPKIVSgHgUXVT1Elv0LcpLv5oPMW9iiDeEHTRBOWwXCO5dC1QESLn+Z0o7X47NXo1s8EHdlLrf2msGFLbth87hpCErgvdB0tuqjiXc38PK+pxic/zx4nRSYW5FhyUcArOoQilqMp0XFasy2I9jCuqHQxaMrW42g0EDsCEi4HEwtTglnCz9BaAP41+KvamRgtVqF/v37p3377bcHVKpfP886a9asqBkzZlSZzebfrXr86eyNlyxZEpybm6t//PHHy8+27W9Ft27d0p9++uniCy+8sOkWf2p7mlt7FxcXqyZMmJBUWlqq8Xq9QkJCgmvjxo1ntPw+cOCAZsiQIa0PHjyYez7P45+CO++8M85kMvlmzZpVcccdd8T169fPMnz4cMup113fvn1T33///SMRERE/rRz/O8FgMHS02+07SktLVVdeeWXy5s2bA+5254CAkcE5on9yf6b2uZPZPMadcaPo1keH9sPV6D9fR0hiAmFjR1B7xSBqgpQ0uK2oFWp0Sjk7xCN6KLUfRy0oCdWGYFTpf2JcoNMYiA9Pot5todpahbrOQmWDHaumgtCQCEKCY9BqZb2nTFByuz4csyQyz1GNqTEITCEoMGrNuLxOiusKiTRGY9YG/amqjwc5ib4OmZhoOYsycY6QkIlUDOeH8PiQSYpfnfq1hMWC3A9ngwrZVrv5I6rx2YzsQtf8tQnYj9yve4AtksQHggCCgKDRkCoItNPpaO/10t7joa3Xi1GSZEWmulpWYRwOmeiYTPLrujpwuRCqqzFu3IhhyxZU9fWIGg2iUonC50M0GMBuR2U7UW/PER6Opr4eZVVVs0o24EyMpzAjlvraUv4btY0vk+UPWji1TLSlE6oPpTJGxXppL996jxKiMnF/m6kMix+Ax2mjyFWJRSvwY9UePin4hMO1cn05haAkLbQT6VE9KKzbxc7yr5AkCVPFZTg3PoB9bHcUXwBaK6aN8/DuXEiDswS1tRVsfAHfrongNqMzuVFFeLCWdzzpuxAEien3FZI0yMMxjQedpOfiykfJsn/BC1mPclf7B/EICkJ9Hjof28qPK6/C6axHuuYzjif1o2PxFo58cC0N1nLu7XsPneK7UKVQ8UlcFz43tyRIdDOr+BOm7plJRN0OCkwpJNiLaWPJl/P3wntSHdyB1kVvo/Q5sMUNQ+coQ1n6IegSoMWVENMPNMGBcLYA/lZ44YUXIoYNG1Z7LoQHYOHChdGTJ0+u+T1Jz+lwzTXX1HMiGOG84Fxsu++77774iy66qMFfqPT777//Q+b4PB4PavUfrx57vV7O9Vr5rXjuuedK/a9Pve7ORjR/b8TFxXmjo6M9a9euNV5yySVnLHQbwK9HgPScAU9teQqVQsX87Qu4JXUcbxV/hmn4dfguv4a7jsZhWPYhQU+/gPn5+UQN6Efd6KGUdkjF4rGiUWjQKjWoFWp8ko8qVw1VLghRmzFpTCdZXisEBaHaYAxqPYcc1dTjJUJU4j1eTmlFCabgSBThCdwW2QqXIDDfXk2k9NN7v1alQy2JVFrLsbgaiDLF/Kq6QL8VfmWjHpnwKJHJzvlKp7YB4ciE4HRw8usJS/P1LT/d5U9g4GTCEgG0OmXZ6ciL/1nHr1S9JIleHo+szNTVgdtNhVrNbpOJPRoNu9Vqtmi1fNBopCFIEilOJ+2rq2mvVtM+NJS2KhXG+nqZ8LjdqA4exPjllxh27EDwevEGBSGqVCjcbnx6PTgcKBwnCpW7g4NR2Wzoq2WLf7/qU5+cSG77JHTFxcwz5LD4AhAVEOxVMdbZmra+MJzhJjYqjrHGl4ckCFybfAUTUscguhyU2MrZ5yvj86Pr+bH8R9w+OU8oQhdDj/gr0OnN/HBsNZ8ceAmVZER/4GZs2+/GcWsiimcERFcRpnVPYs97h3qfDVVJH9j0Ep78IQgKgdBYB5LPTW2ZGqwn97qgkJj85BGSe2moUVezLySekWWPkm1bzUPtZvFK5r0MdVTSzm1lc8VeNqy6AUmhJGzcx/TXh5Kw81UWffkQLo+Dxwc8QkpMB94zxbMqLBNJEJhQu4e7818k9ei7SKKXIn0CqdZDshW6QsOBljdgdpWRcXgBoiYET9xYjMc3gLMUQjpDizEQ1gmUGkAhKz2G+EA4WwB/Cyxfvjz8vffeOwyygvHII4/EhYaGeg8fPqzr3r27ZfHixUVKpZIPPvggaNasWXFut1to2bKl67333it84YUXIo4fP67u27dvWmhoqHfLli35V155ZdLu3buNgiBI11xzTdXMmTOP7927V3vTTTe1rK6uVimVSmnFihWHs7KyXL+mnfPmzQvPyckxLlq0qGjUqFFJZrPZt2vXLmNlZaV69uzZx6677rpagIceeij6ww8/DHO73cLll19e97///a8UYMCAASllZWUal8ulmDJlSsXdd99dBfLs/U033VTx1VdfBc2dO/fY2dpwOpSXl6svueSSJjLWvXt3B4AoikydOjXhq6++ChYEQbrnnnvKJk+eXNt82/bt22e88cYbhV26dHGCrDI988wzxdnZ2c4bbrghcf/+/Xqfzyf897//Lb322mvr5s2bF/75558Hu1wuhd1uV3z33Xf5Z2qXX5UAePPNN0NXr14d/P777xeeqe/O9t2f2keHDh3SzJ8/P9rj8QidOnWyLVq06KhKpWLlypVBDz/8cLzP5xPCwsK83377bX5FRYXymmuuSSoqKtLq9XrxlVdeOdq9e3fHnXfeGVdcXKw5evSotrS0VDNlypQKf6Ha++67L2bZsmURcXFx7vDwcE/Hjh3tAKNGjUoaMmRIfUlJibr5dff999/nN1fjHnnkkeglS5ZEAIwfP77y4YcfPn7gwAHN4MGDW3fr1s2ak5Njio6Odn/xxRcFJpNJys3N1U6ZMiWxpqZGpdPpxNdee+1ox44dnXl5eZqrrrqqldfrFS6++OKTCPfw4cPrFi1aFB4gPb8vAqTnDFApVNy99m6evuRphqiziDBHM3vHczzU8Q4cQwfjGDoY1aEjGFZ8hP6DT4j9fD2RLeKpHzOUY4P7UB+iRd1IfgxKPZIkUe+xUuOqw6Q2Eaw1n7C8BiSFBrU5nnh3A/XOWpR6PSaFhgZ7PY8ktOWYoOC5isOkKBXyTP1plBy/6uP0OCiqPUKUKQaT1nxeVR8fMgGpRVY21Px2VcfvxmZBJlDWZq8tyIVY3ZzIeTmVsDQg5xCdDQpkIuInIUFAS35KVE4lL+Zm78/bkNPnk0PUfD7ZJMDlkh8ej5yzo1A0qTXRwECPh4EeT9O2FU4nu51O9qhU7A4KYmtEBB8kJACNRKi+ng7799Nt/Xq6b9lCh4MH8YSFoaqpQdXQIJMdrxeFyyWrOJKER69H6fGgqZfvy36yY0uMpyAjDn3xMdbVbeLJweBUg1ZUcIknnS60xBtm5GtVOV86NtMg2ukb0Y3Jba7FjJJ91Xl8Xb+Tr45tosElFzVVCSo6R/ahV8JoDth28E3Rh9Q6j6P3xqP99ilcRTej/K8e4W0l3vLvMS9/AmvhpzSICtg3FrbOwFvaGWOoB1NrGw1lRmqOGU8bASYoJSbML6LhojBeitJw0BjHC9tvY+yxRbyfegcx8WO4r+Eoq/SRzKo8gPT+ODSGCK7ofRddHMepK9nCS5vnohSUPDPoafa2uIDZoRk0qPRcbi3ktmOryTz8Bi3qdnDU0IJ4ewmJDnnc02BM5WiLsSSVryGo7kd8ptYoQjugLflAzteJuwLiBoM5Te5tpQHMyYFwtgDOCddfT4u9ezH83HqSBHY7CoMB8ecus7Ztsb/xBsVn+tzpdArFxcXa9PR0t3/Znj17jDt27NiblpbmvvDCC1svWrQodNCgQZbHH388dtOmTflBQUHif//735jZs2dHP/3002Xz58+P3rhxY35sbKx38+bNhrKyMrU/dKuqqkoJMG7cuOS77767fMKECXV2u13w+Xy/+QdSUVGhzsnJydu5c6duxIgRqdddd13tBx98EFRQUKDbvXv3fkmSGDBgQOrnn39uGjx4sHXJkiWF0dHRPqvVKnTs2DHz2muvrY2JifE5HA5F27ZtHX4V4aGHHvpV7bj11luPT5o0qdX8+fPt/fr1a5g6dWp1UlKSZ9GiRSF79uzR79+/P7esrEzVrVu3Npdccom1+bajRo2qWbJkSViXLl1Kjx49qj5+/Li6T58+9mnTpsX379+/YcWKFYVVVVXKLl26tBk2bFgDwI8//mjavXt3bnR09DmHcZ2u7+D03/11111X27yPfvzxR92cOXNicnJy8rRarXTttdcmLliwIHzkyJH106ZNS/r666/zMjIy3BUVFUqAe++9Ny47O9u+fv36Qx9//LF54sSJyXl5efsACgoKdFu3bj1QV1enbNOmTdt77rmn8ocfftB/+OGHYXv27Nnn8Xjo0KFDpp/0+PHggw8eb37dNf9s8+bNhnfffTd8+/bt+yVJonPnzm0uvvhiS0REhK+oqEj3zjvvHO7Zs+fRyy67rNWiRYtCb7nllpobb7yx5SuvvHK0Xbt2rq+++so4derUxO+++y7/lltuSbzxxhsrp02bVv3EE09ENj9Or169bLNmzYo71+8ggNMjQHrOAK/o5elLnuaJb55gV1RvPindwAPZ005yi/KmJNNw/wwa7rwV3doNGJe9T/izCwib9yq2i/pQMvxiKjqno1Hp0Cg16JU6UIJLdFFitaFVaQjVBKNV6alQqdFJEmpNEEalnmpnNVavgxda92BfcDR3Hc4hpuIQtSoTQYYwlMEhcnK65qc5PDq1Hp/o47i1DKvbQoQx6ndXffxKSoP/mJxskXw6uIFvgK3IhgVWTk9qrPy8g5uOk0lIMLJ725lUllOXGfhz6+sgSSeTG5frhDmAPz/GXwNKqZQfp/mum+ByyXk5NTVEWywMlCQG+ouHWq0cV6vZq1azz2JhT1gYW9u3Z+VDD8FDDyGIIukHDtBp5066/PADnXbsoOP27QRZrfga3QfVjWqPn+xYE2LIT40iuKiUvWXbuH0Y1OpBKQlc5EniUk8yGAwc0tpY7fmBUncNKcYkbm1zDVqlnmXHvmJb5TbKrSVNpxCui2JA/GjiQzP5tnINC3ffj8vnwGzrgmrtizg8IzE84YHBCtx5H6B/bS72yu1YXSFI2+6CH25DaU8gNNEOGVaqD5qw1Z7os5PSF9OA0RJRt7t4O7olAPEWKyu/vomR5a9zIGEi36RPZ5UxmiMqPdqdb8Enk4kJiueWzhOIVao4VpbDc9++RLAumDFXLGB24kWUaoLo4qhgWuk62pWsIq14OQrJS506mJb24ib79aK4IbhNGWQUvoXaWYYYeSFKCSheAdpIiB8NUb1BHyNfB7pI2bBA9bNj1gAC+E2w21EUFKBPTcVhNJ619vLPory8XGU2m08aNLZr186WmZnpBhg7dmzN5s2bTTqdTjx06JCuW7duGQAej0fo3Lmz9dT9ZWRkuIqLi7UTJ05sMXTo0PoRI0Y01NbWKioqKjQTJkyoAzAYDP6f2W/CsGHD6pRKJZ07d3ZWV1erAdasWRO0adOmoMzMzEwAu92uyMvL0w0ePNg6Z86c6E8//TSk8bzVubm5upiYGJtSqWTSpEm1ZznUaeGfrBw1alRD796993z44YfBa9asCe7cuXPmnj17cjdv3mweO3ZsjUqlokWLFt7u3btbv/nmG0OXLl2apPkJEybUDhgwIO1///tf6aJFi0KHDh1aC/D1118HffHFFyHz5s2LAXC5XEJBQYEGoE+fPg2/hfCcqe/g9N/9ddddV9u8j9asWWPeu3evITs7uw2A0+lUREVFeb/++mtjt27dLBkZGW4Afxt/+OEH8/vvv1/QeFzLTTfdpKqurlYCXHLJJXV6vV7S6/XesLAwz7Fjx1QbNmwwXXbZZXX+sLVLLrmk7tec29dff2267LLL6oKCgkSAyy+/vHbDhg3mMWPG1MXHx7t69uzpAOjYsaO9sLBQW19fr9ixY4dpzJgxKf59uN1uAWSC+fnnnx8CuPnmm6tnz56d4F8nLi7Oe/z48b9OkvY/BAHScwbc2+teAOqcdczeNJuJrcdwaYv+qAQFNc5aDGoDWoVGvjFpNDiHXIpzyKUojxzFuPxD9B98Qvrar2mVEEfF8IEUX94HISoKjVKDVqFFq9DilTxUOKqoVarQaIMJVxlAoUKtVBNtiObp0Eg2h8QysWQfA201SMYQGrxOGpxlhLoaMCkNKPQGuaaKTicnrzdCqVBi1JpxeBwU1xU2qT6/BX4FphZZSVHx8+RBBHYBnwHrOBE2ZuAEaTEDscgKkanZMtMpz2ogBEjlr2dccEaI4gli4/GcUG3c7pNH4X5io9WebD7wc/t2OuVCoRaLXEBUEOT9uFzye58P1cGDpH3+Odk//ojg8+FKSMBnMFBns7EjO5tt3buzIzubry+8kHevvhoAQRRJy8+nS04Onbdvp9P27XTasQNvkI6C5HCij1ZgObKbkSOgKASQoKM3ltGeNmgUWiqDYbW0k32uY4Srgxnf6io8opflB97lkKV5JSWB9PCudI0bhkcNP5Z8yvJDCwABc9lQXKv/gzW+M8bnnVgvsOHMeQX1c8/jsR/DXpsC376AtHMieqMec6oda7mLqsNGflJm1gD0BS5tfGTIxzY2KJhQVk9WeSUXHp3JBfZ3WZ08mau7vYRVqSbJY6XzF7ex/bsXaROZwYzskSgVag4c38//flhARHAipqtX8UJkW1o6q5lTtpGu1T8QXPIBnaq/o0IbRZTrOAafEwkBj9LIkeRJhPrsJBa8CAIICSMQaneC7TCYM6HFWAhrD6ogOYTNGAhnC+C342yKTHOIInz3HfoLLsDxS29FZ4LRaBTd7pM94U+NPBAEAUmS6N27d8Mnn3xyhLMgMjLSt3fv3n0ffvhh0Msvvxy1bNmysIULFxb9tlaeHjqdrukG7Td8kiSJO+64o+yee+45yRxi9erV5o0bN5pzcnLyzGaz2K1bt3SHw6EA0Gg04s/lqISGhnqrqqqUflWhurpaGRYW1kQWo6OjfVOmTKmZMmVKTf/+/VPXrl1r+iUmVMnJyZ6QkBDv999/r//ggw/CFi5ceNR/HitXrizIzs4+KSjim2++MRoMhl9EdJt/jw6H46Qv9XR9d+o2zd837yNJkoQxY8ZUv/TSSyXN112yZEnw6aJWTtcPgiBIAFqttulDpVKJ1+sVTteOX4Oz9btGo2l+PMnhcCh8Ph9ms9nrV59OhUKhOO0O7Xa7oNVqz2se278RgQp2Z8GGIxuYnzOf65NH8dHRL/ixag8A9R4rx2zlHLUeo8ZZi8PnbPoh+JJb0nDfHVRs/pya/z2BmBBPwotvc8HQm0m750nUm77B45XvMypBjaQ24lJocDprKbYco8ZRjdvn5r2QSN4LT2B0bQVjqouweeyIkoRBrUenNlArOCkR67C6LEiVlVBcfCJRXTzxO9Gr9WhVOsotJVRYyk5Sqn4p3MghZUeBCuShpImz56QcAV4ChgE3IpOePsA8YDGwCVgNLAVeAZ4FZgH3AlOBa4HhwMVAd2Sikwi04S9KePxqjd0u59tUVMDRo3DkiFzcs6QEKivlzwVBVumMxhMPnU6uofNLRhler+y+VlwMhYXysex2eVu3WyZB9fXoNm0i/KGHiJo1C93OndgzMrC2a4e6ogJDfj4xVVVc/tlnPPzYY3w0YgTHEhIojYnh42HDeOSRR0g/cICv+/Xjzv/9j36bNhFcX0+3r7fw6PXX0+N6Df0nQVEwtPKG8KCjD9d42uE1GvnIdJinPWso8FXQIaQtEYZo3ilYxnuHV1Jkl//HtEodfRKuYFrnebSJ6c2XRYtY9uODHCnPRbd/GtKzhdgLV6Bf3Qbpi2Js9v8gzI1HXH8Pnv3J8N6H8EIeIZWTicz24XYIHP8xCHtpM72xPXCPBOuRL+DPgJskgnCjqheZvrOSpwurGFTWQMbxZ7jA/i7zU6cwvPsCOrjrmV26mYwVo9j+3Yv0iOvIf9sNxytp2F5TxNzvX0YXnU3Z5G1UhyQxpWQj84o/JarsM7rtnUmb2p24FWqiXMeRGm+zDeZ0StJmkGjJJ+rIGwiaEIS4oVC+HuxFEDkAUqdAaAeZ8KiDICQTjC0DhCeAPwwKBfTs+dsJD8gkxefzCXa7vemvYs+ePca8vDyNz+dj5cqVYX369LH069fPlpOTY9q7d68WwGKxKHbv3q0FMBqNvvr6egVAWVmZyufzMWnSpLrHHnusZM+ePYawsDAxJibGvXjx4hCQB+AWi0UBkJycnPXbz+IEBg8e3LB48eIIf3uOHDmiLikpUdXV1SmDg4N9ZrNZ3LFjh27Xrl2/ymGkZ8+eltdffz0c5ET+JUuWhPfr188C8PHHH5v951NbW6s4evSoNjk52d23b1/LypUrw7xeL6WlpaoffvjB1KdPn5/kf4wePbrm8ccfj7FYLMpu3bo5APr379/wzDPPRIuNY4UtW7ac8W/1TH0YHh7u+fHHH3U+n49Vq1aF/pLzPN13f+o6gwYNali9enVoSUmJCqCiokKZn5+v6d+/v+3777835+XlafzLAS644ALLm2++GQ4y+QwNDfWGhYWdkSxcdNFF1k8//TTEarUKtbW1inXr1oWcbr3m192p23/22WchFotF0dDQoPjss89C+/fvf8Y04LCwMDEhIcH9xhtvhIKci/Xtt9/qATp16mR99dVXwwBeffXV8Obb7d27V5eWlub46R4D+C34Ryk9v2edng1HNsh1ekYvJ77azaXJA5iy5QGe6PIAbUJTEQQBhaCgwWOlxt2AUlAQrDahV+vlXB2NBufll+C8/BJZ/VnxEcHvf0zYV1txxUVTesVFVAwfRFVcLCYJFCo9kgQ2r40vDCaeCY/nQksN91SXojREY/PYqHZUo5AEdEodBpUen+Sj2lNPnUJJmDYUvduNUF4u/2uZzfLAWqdDqVBi0gbh8Ngpri0k2hyLQXP2e7LfmMBfdV6BTHLO9j9YCaxFHlvmNa57AXAL0A9+Ppj8DPAg5+8k8Bsu2OazM/7Xv3SZ/7U/JM3jkZ/94Wgu1wmi6c+58Ss3p44cPJ4TuTn+/Tff9tTjNf/c/9pmOxEO51+nUdVR1Ndj+OILjF99hbKhAW9wMA09e4LLhWn3bhQeD6I/TE6SkAQBhccjh10JArEVFQz95BOGfPIJAtAQGUpuVirFEfH80CaJt0M38WnDj/KXG5oCwxdj0cWzujQf1963OHTkfdweJ2HqEOo9FnbW7cWoMqJRanD5XARpw+kcM5jkyAvIrdnKm7mPYnNWofW2RLP1f7g3T0Z1pRLDdi923XZ83zwNqz5AEgXIHQvfzkBZ05ngTCeeVi7qCgxwpLG6U4QEAwW4VIJLBFk+RIA9EsZFPnooLfQNcRBuhjqPigSVj49CjKRXPcd/qhewKPk6tra5n7dKvybIXsHcLfP4pug7LkvqybWtL6JGVLOhuoD3dy6GVgPxjl7GlZYCBlTtplRvIOLIQoZVbaVBZcbolf8DPQodKtFFeexlKEO6knhsOUrLfghuD7poKH4f1GZIvBYiG8PZVAbQRwXC2QL4R+DCCy+sX7t2rWn48OEWgA4dOljvuuuuhLy8PH337t0t48ePr1MqlSxcuLDwqquuauUP/Zk5c2ZJ+/btXRMnTqwaPHhw66ioKM9zzz1XfMMNNySJoigAzJo16xjAO++8c2Ty5MktZ8+eHadWq6UVK1YcCg0NFSVJOuOUfnZ2dqZ/xn/o0KE17du3/9kB5siRIxtyc3N1Xbt2zQAwGAzikiVLjowaNar+lVdeiUxLS8tMSUlxZmdnnzX5fMSIEa1VKpUE8sD3nXfeOTpp0qTE9PT0TEmSuOiiixqmTp1aDbBt2zbDjBkzEpVKpSRJkjB+/Piqvn372vv06WPfunWrqU2bNlmCIEiPPvroscTERO+BAwdOCom69tprax966KHE6dOnNzmTPfnkk6U33XRTYkZGRqYkSUJCQoJrw4YNP3EnKysrU52pDx999NGSK664IjU2NtaTkZHhsNlsP0uTT/fdn7pO586dnQ8++GDJxRdfnCaKImq1Wpo3b17RxRdfbJs3b17hiBEjUkVRJDw83LN169aDc+bMKR03blxSWlpapl6vF996662zqoW9e/e2jxgxoqZt27ZZ8fHxrm7duv0kjBKg+XX3/fff5zfffty4cdWdOnVqA7KRQa9evRyn9ntzLF269PDkyZNbzpkzJ9br9QojRoyo6dGjh+Pll18uuuqqq1q9/PLL0cOGDTspBHLdunXmQYMGnVc3wX8jAnV6zoCntjxF17iu9E/uT37OFxiDIth6PIdd1fu4KeNa7F4H9Z4GXD43SkGJRqHCI3rxSiJKQUGQ2iSrMs3MCnC70a3/GsOyD9F9+wOiUkHJhV0pG30ZtT27glLJPkMw9yd3IdnRwCMHv8GAQIg2BL1KjySJ1DhrsXvt6JQ6lI0Dap/owym60Cg0hOpC5dwht/tEvRaTCQwG0Grxil6cbjvB+lDCDBE/sdH2IufU1COTDU3j40ywAxuQic4PyOFsmcBg4BJkRzN8vhMPSZIH/Wca6MNJg3yfKOIQBOI9nhMKT3OCcjqy4t9e/BllWJJ+mhDu348/JM2v4Pj7s/lxFIoTBOds06LNj9P8eGeS2P3nJUknn4v/4XTK7fITIElCfegQxk8/Rd9YSNTZsiX2zExUVVWYdu5sIjsKtxufVovg9aDwyfsWBVBInGQ9bQ0PpioyiMiiCjyim1uGqXivjRdJAKOo5jJFZ8wJ/ShNyGCPqpzSHc8h2cpBUILkQ9CHo9WF4qo7giT5iA9tS/uYSwkztWR3+Vr2l6zDK7owWi/A+cW9+HKvwDzdhvdOH46G9bD5WSj/FpzBkHMT/HAbOnUMQS1t1BXocTdoQS1Bj0aSc6kAnRtPoEqCdQLCepGMWidXXFpPTLyEMRTsZiU1RiWfhxvZadZy+4FnmLvzXn6MvYLjyTejEB043TZmbniCncf3My5jEENa9qIMBQsrDpK/8y2EzNFc0u+/XFa9h0JtMCbbHh7YOxsB0IouBMCr0CKIPkSVnpqW4wlWatAWLkbw1EHURWAvBUsuGFPkcLagTNCGgCYIjIlgSADFP2pOKoDzjL9qnZ4tW7bo586dG/PRRx8daV5/5nwfd+nSpcGHDh3S+h27Avj1+D378I/87v8J6NKlS/rnn39eEBkZed7qAv1TEajTcw7w5/QAhEgO6uxFZAcl0S08C5WgIEhjIkhjwiW6sblt1Hus+CQRtUKJWlBj8VipbVSAzGojRrUBnVqL87JLcF52CQ1FxRiXf0T0yo9oseF7bLGRbJoyiUcemE2kx8msozsJVmrxij6qndUIgFkTRKguFKNopNpRhdCo+igVSowKAx7RQ4WtHJ1KT6guVK7x4/PJCe51daDRoAoKwqTTY3VZsLmtRJtj0asNJxXSFDi7MYEXmeB8hkx4nECcJHGd18tgj4dkl0smCB7PCfLQfICvUJx+wH8KMZAAh0JBjM+H/nTE4UwE4pcQCzhBavxtbU5umh9DoZBD0M7U7jPBT1r8z6cSGD9xaU4Km5FBCRAbnyVJarJSUnq9qOx28HrRffcdps8/R3PkCKJajT0rC3t6OtqjRwlZv14mO421FkSFgKRSonS5mvpXAATpxGt7iJmacBORxceJaqjnvsu0LMgW8Cq8qCQFA9wp9PAlIanUbC1fy+aS53BITgDUCi3hYRlYfFZstYdwep3QZSp0vZUSaxkVW+bi3fYsgqBG5xqJd/m92Io7EPpILfaJx7EcfQ+WPQ/WQqhtBd89DzuuJyxOQhHjpeqgEmdIiBz7eIkEFwlyspdXgK0SPCVAHmgUIi0GuQn7rw+nSckyQzi1WiX1KgWS//uTJOb++Ax3H7iX4tDeVCdeg1p0UG+t4L6vHudQfQlTs6+iZ0xbVoe3Y+W+j3DvfIvo9ldzb7sxVDUc5oOwFJ7aPp1utTm4BTVqSXbQs+liMTrLsJvT8LW4ikhLPopjK0Gph7hhULkZ3NUQ3lt2aDPFy+FsuigwtwJtWMCdLYB/DHr16uXYtm1bw7nUqPktuPrqqwOz5L8RgT78c1BaWqqaPn16RYDw/P4IKD2/AEXfLQa9CYUoYpfciKIPtdqETh2KoNSAoEYEXKKbepcFq9eGIAhoFWoUKHGLbrySiAKBII0JNEZqVXpMgMLtIWj9BnxffDoZVMEAAQAASURBVMWgeS9jNZn4eMYtqHt1pKpnJ1lFQB78un0ufIiYVEb0agMOjx2rx4ZWqUXVTLFx+9x4JC9GlZFgbTAaZaNW41ctJAl0OtwmA7VKEUyR6PThaBVKtJySp9MY0iX5fOyXJD5TKvlCqaRGoSBIFBlos3GZ1Uq2y4XgJyZ+5cP/OIcBnATYBIEIUSTkt1yjp7qk+S2gm6tNcKKd/rafqiD5Varmz83JS2MfSR6PTFREEcnnayIt8q4aicuZzsdPsBrbpZAkFJKEsvFZIYooBAFPQwOGL78kZN06VPX1uENCsHTsiCs5GVNuLqYdO1C43YhqFQqPF7dei8LrQ+XxnqTmNH/tCDJRG2og8lglEhKzBpl4ppMDp9KHALSnJReSQQ02dgrF5EnH8CHfj+P0ccSZWlBQn0+du5ZgXQQZUX1IDe1DseMYO8pXY2nIR9BGIGVNgf63gilGPnj1Edj+EuS8Cp4GKO0Fm+6EgqGEJzmwetS4svUwvDF0ze9tUwdUSrIcaRIgTgLVydeZxicS6vUR7PER6vUR6RaJc3mJtol0KX2dYeX3URLUhQNpd6ESoKSmgLs3P0+lo44ZXSbhazWAJXG9KV8zA/atoG/7KxmSfTWvR2QzqugdHt7zKAKgluTBnEsVgqjSondWYI8ZhCa8N6qKNVD1DRhaQnAWlK8DhQbihkJUP1nZUYfKtXcC4WwB/Ab8VZWeAAIIIIA/Ev/P3nvHSVbV6f/vc3Plrs7dE7on9QQmAMMMMMAAEiSviIwoQQQHBF1lBFf97SosrO4ioIiuiNkBRAFRBAQRyZkZJufUEzuHylU3nd8ft7qnZ5hBUVC/bj2v13nd6ls3nHPrVtd57vP5PJ+3U3oqpOfPwMZXfoKuxnB0BQk4vgO+gysdNBRiRhhdjQQTFsXARSXvlvYJfzOVgHjkfZvdIlBRghC4CL4W4spRk9iqG9z/Pzdx6jfuwOwfpNBUx64Pns7uD7yfUkMtEMyXS34pIF6qjqGY5J2AZFmatU+/S14Jx3eJGzHiZgK9nAztADnPI+37eL6PVFyMUITaxGgs1dybd+K67AYeD4f5XTTKdl3HkJLjCgXOKBSYZ9sYf4LUSIJaPi7gCkGpfH6t3PShSb3voxKkiggpyQFVUlIzRDKGBr//cmQY2FC/R7qkDeXfjCQbQoAQw8RE+j4+DL+Wvo+UMmjl13sHJPcea4QaJCEYh6IgAE1RUMrj0Xw/eC0lmpQIIQKFpbxOCBHkiBG4pokyydlnbIODsHUrPPssrFsHvo8/ahT29OkUmpsRa9cQXbYczbZxNQ3NdSlGQqiOh27b+OzNxxpJdvKxCINVERp2deML+Pr7q7n5iAwZNVAtWqnjKL+VHX4Pa7QuUuwNe58QbiUeqmH1wEoc32FM1WQm17yPpDGRzQOvsb7vSQrOICFvPPLlayg+txBrrE30tjR9M3Ygl90Bax8MDnbIAjhqEYyaA2kZ3DAhcXC3jBKwC9glSboubY0lmnWXRjxq8KjyPcK+xPIh5HtojoO0bUK5NYwrPc4hqR/RE5/NsnGfJKLA+v7tfP6FO7B9h4uP+zeenXUp661a9PvOxml/lg/OvpRd86+n5A7ws1c/xqzBVcgR1LGv6nCS6bWgaHitF2PoNbD9Hsi3Q/XcoO7OwBIIjYLRCyAxHfRwWd2ZUHZnqwjvFfzlqJCeCiqooIIK6fmrsXHzY0Q9E1JpUFV8Q8eWHiWvRMG1ydg5dAWiqk5ci2BoGggDtBAlqZBzbFJeAU/69Ks6QjEwkNh+CUfC/4yfy7J4A/+9ewMnFQsI2yH05JPU/PJX1L+6HKko9Myfy84PnUHvMUcMqz+O5+L4DhKJlD6+9AnrkX1UH+n5lNwCnudhGlF8LYojRVBo0nFQyiqI4xQpeSWqEk3I2jE8nazmd9EoK8wgyG12qcQZuRwn5fPEhkK2RpAP6ft4UgbkRkpKUlISAlcIfN9HKZMIxfdRy0TCh7dUvxOAIwQx16XZcTAIiNEQKRJDqorv45dKyPJkVnrecDK+HElMhlDus/T9vTlWQqAREA2l/FoBFN9HEwKl3FQhEFLuS1QIyNkQSRtq++QljQxhG0liRobVDbWhdRCYEuzZAx0de1tmhDlMSwverBmUomHk2jVYazagOi6+qqB4PnYkhPA89KKNpyioZeVoKIQNoBAJkY2GqOvqp6QrfPfkOv57dpoeLSA1VYRppYbd/gA9SpDnqaDg4zPGGoWiaGzPb0cTGm21c5mUPIWi47A59RztA6/jSYdY7mgKT38JN3MW4ZNTcKlP3ngaln4Tdr4MegJmLYRj/xUSY9/+S9gtYQOwVMDzEFnhcvzpGY48q0AiAYYFGCBwMX2HiOcQdnLEcmtIZpdQY6+gzl6B4QfRGp5i8nrLp/CqpvFa10a+8tK30TWTcR9czPJJZxNNbUe/5/0M9m7kkJP+i81HLeJLq7/K/7f2v8tkNrimObORQmQstf2v40Unoo69EIpdsOMe8O0gfye1Cgq7ITkHRp0LVjMYIQiPhfikSjhbBe8KKqSnggoqqKCS0/PXQ9cgXg2xOGSyKOkUlhBYZoSEEaMuVEXGzpOys3Tle1AVhWo9TEyzMBWNagRVmkoHBlJ6+E6aotDRVJ0fj53J0kQjV+1cwaTednZKiOoRwu8/kcxpp9C+bStVD/yKsQ8/xexnX6XQUMfuD5zCrnNOgfoadB88z6VUKuA4OXpLO4hgEBOBmYHvSxwhSKsKBX8Pqu9Tq0Wx1DCKqg2HU0lF4c3aFp5qGs2bjWNwFZXxuRyf7u7mtMFBmpzgyb8kICWeELhAUVWxAaes+AgC4qESKB9Wed1wno6q4uj6MNkRlH3vy60oJcL30XyfLiHwHWdvSJptI1wX03UxHQcLCPk+uhAYUmJ5XqAcAcpIojKkopSbUlZTxP6Ef391ZYisjAxpGxnW5rr7EpuRbeQxh7B/rpEQwdg6OwNis2cPsqMDkdobRi3jcfy6OtwpkynVJilqgv6aKNE1G2hYsQHddvHKJLgUCaM4LmaugKsF61Tf35u7A9iWST5kUDWQAc/ljrPGcOuhaXZqXcGtjkIEi0HyLCdPtRIhKkJkZYGoGkEi2VncTVSPMbvpNOrqT2GPt4fnOh9msHc5QjVRR10EbdeRmTYNvg6UMuSX/Qxe/hYMboP4ODj8dhh/GTRGIVG+Ln3AMxIeFvD74G4Tc0AeWjYpOILA9/wayKHxRjFKd0FjXCHPxPwg09O9tGTXUV1YTjK3nOrSSgwZkMWS0UCh5nD641PJxqaSLfSSM8fw4s5lfO2172PER5G5+I+sTYzmhLX3sPbxz9Nb6Ec5/wGs+jGs+N0s2rKbyt8BBR+FzoZTSGbWU9v/OrLhVNT690Hfy7DnUTCSUDcfup8JVJ7mc6HhhMCGWotCYkqQv6P9QxqwV1BBBRVUUME/HSpKz5+BDVsfJxaq3Tshdt3ANSs1CJ4f1FgpKwu+75Gxc/SUBsi7RRQgoYYxVItBTaVKCnzPoygd7hozi7snzeNDW97ksi0rURD40sf2HHwCRSIqLCyh45WKhF5+mZYnXqBhxUakEPQcOpVdJx5Jz6FTQVGQ0iePzaCfJy8koXAt0oyhCAWdgAz4UlKUJRRUYnqcrXVjeaZpLC/UN5PXdKpLReZ37mDerk3MLPhElDCeaVGKxbB1Hac8waZMKIaUG+1ALmxl8uBJiS0EfjlsK+S6aK6LcF20UgnheQjXxSmHqI1KpdB9PyAngFDVIGysTBo8IfAUBY9AKZIjDQMAzXXRfT8gR56H5vuoUqL6PqrnvTV0bP8cnaG+D4W7CRE0JQhvHFqiKEhV3ff98tIXIlCyYFjVolhE2bMHbccO9F27MPbsQe/rG75sTjxOobGBXEM92YZa+ptqyFsqtpAB2UtnaV63hdYla9BL9rCyU0zEUBwHI1/E1TVUxx0OvBqiWa6uYesq4XyJbMTkV8fVc8uhGdZYg/vGuwHVMsxYUUeX6dJR2o2qGPhIpO9g1h+KftiV2JPPwd7yCLz2LehdB9EmmPMpmHAl9NWgF2xcazey805Y9n0opRGho5FjroWz/wWiGpQkvFgmOE8CK4NOK7qP9AXSCzqkGT6Hvz/DKR/pJzq2SHetws6oya6QRay0mZmDr3J813Mc1/MCVU5AGLvN0XRHp0OklVJsIlmjBlv6+OX7FuC3257nu2/eg2g6Av+jjzAvvYU56+7jh8vuJ2fn0c+/n6+l/sDnNnwTUb6aAkk23EJf7XGM2f1QcH+2XgyhMbDrVzC4DGJtYNRB30tg1gXubIkZgfobaoDkdAg3V8LZKnhXUVF6KqigggoqSs9fhJGW1bva12ApIValtrIxu4urxp+DKlQ0BJrjQF8/IEHXUVSVBJAghi1DZL0iXYUUO9U0IUUlreiEVJPnR03n7knzOK1jA1dvfoasU8RDQ/UNTEyEB77nkvOyZMoEqHj4TAaPOAzZtYfWp1+n5ZnXOfwbaynUVLH75HnsOGke+foaFK0Bz82z2+7FyKWo0ZMYamBRoEhJX7SWF0dP4qWxkxgIx7Ecm6P37ODYXe1M7uvGVQSOlGz0iuiKRk0hgdnXh+b7hFV1byHNIYwkOWWiYBPk8kgp0R2HRLGI5TgYth2EqA0RjrLVsyME6DqjCwWM/Yn4iPCsIfetoSR/Wc6nGdk836ekKAwqCq6qDufn+ICvKAgp0TwPjcAJTYV9QtcUIQLSoqoHDTuSZUVquH9D4ymTJ6VQwNy1C2vXLsw9e7DKBGdIXXIjEUp1taTGt5Ctr2GwNkFJl+ipDFYqi7VrGy1rVhFKZTEzOcxMbniy7pevWSkWRXVcrFQG19CR8BazAk9TcVUFs+SQjRj8+sTxfPOQNEvDI4qzCzDMahJjT4EJpzHY/RrLl/8Q7OBInvRhxgWos69G1xOw9E7cZ78EpUFMaxqy+3vY938c7es+1uwi2Q+/hhP5Fqx9IDj+hA/BCZ9DjpoLGyT8uEx0niXwPA8+UIyoj51R8J3g00jUlXj/Bbs5/v17CMV9dKNEvb2Oxm3Lqc+vpKa0Fl0G4Xg9ejOvJ07ghcbj+e2YM1iZnDw8vFF2mrZCH5NKfUwu9jIu38utG//Iy8sWw8TTmXrKf/GB9T9lU7HIHW/+Eil9ZpxzO0+svIzmYkdwzYUKUrBr9AeIuWladtwDkfHQchH4Rdj8nSCsrfbYwI6676WA6Iw+D0KjQSgQaYXqWWAmK+FsFfyfQTabFSeeeGLbK6+8skHT3vmU48Ybb6xftGhRbywWe9eq048aNWrGkiVL1jU1NQ1byt17772JNWvWhL72ta91vlvnORDmzp07ubu7WzdN049EIv5PfvKTbbNmzSqVSiWxaNGi5sceeyxpGIa0LMv/8pe/vHvBggXpVCqlXH311aOff/75eDQa9RVFkZdddlnPtdde2+t5HpdffvmYl156KS6EkIZhyAcffHDLlClT7Hcy/ncb5513XutZZ52V+vjHPz4wd+7cybfeeuvO+fPnD/3Hf0sfRlpa33HHHTXXX3/96IaGBsdxHHH11Vd3XXvttX9X8r5hwwbjrLPOmrRp06Y1zz//fPjHP/5xzU9/+tOdjz76aMw0Tf+UU07JAXz961+vC4fD/qc//em+P3XMvxTFYlEce+yxba+88soGXa8Urn4nqJCeg2BO85zh4qSuW2KV38+X1vyAG2d9kk4K5Tx2gRISGOEIIdvHyBbQPBdNt9A0HUNqJD2dkhlD9W1KxTT5fIoXalv5n6nHMbNjE5/442JcVJKoSFmk6BfISQeBQFcjhLCQUkH6gqKfx5ce0tJYc/pRrDjlcMas3Mr4F1Yw4f7HGX//4+w6dApbTphL5/RJVCsWKTdDp7eJQqSOdZOOYsmkw9hV3YDi+0zuaOe0Zc8xcdd6wp4kocaw0dGkJFxujpch5fdQpcQw1Mje/BPfD3KLdB3KqotTVmAUKQm7LmHHwZASjYCseIpCyTRxVRVfUfDLhMQBCppGfT5P7xBJIahcLKXEH1JKRuTGDKsYB1IqNW1v+BgMh90NNR8oCYE/pNyUdxtSgBTfx3BdDM/DdBx010Vx3YAg+T6qbe+jLOE46B0dQduzB6O7G62vb5ikeIaBE4uRHTMax1Dx8FFsBz2XJtLXQ2Kly1jHQfH3HctIpWYk7GgYISWhwTSOaQRkx3aGx5GOx9ne2sL2MWPpaG5mw5SJvDYpwfI9PyXX+ereAyk6TPsQHPlZnLrppF68Bfupq8EtlC9jjNb6k2irPR691Mu6h69h88BSfOkTzx9H8fEvUVr1fox4AeUoF/e/niA78A1ofwnMeGBMMOVfYckYuFEGRGf7viMyEw7SEdh5DTsoOs6kmb2cdsEmph66hwZlHaOclYzqWkODswVdBr/jg0ojG7S5dCiTGYy1oSeThCyYrwqO3f083XteZqNVw0arhg0oLC2meSbTAX2bYM8S2Pokoakf5MopJ2N0LeH7kYn0/uEyhBnjv6cfzhdWXB6QRqGjSod8ZDzdY85n7I5fouW2QP1J0HAKZNbDjvuC+kSNp0LvK+DlofFMaDwRtGTwPamaGYS0VcLZKvg/hm9/+9u155xzzsBfQngA7rrrroaFCxf2v5uk50C48MILUwQl6t4zDNl2L168eOv8+fPzt956a+2iRYvGPP3005sXLVrU3NnZqa9fv35NKBSSO3fu1H7/+9/Hyn1rbW1tLbW3t69WVZU9e/Zo//u//1sL8MMf/rB6aD9VVdmyZYsej8ff02sFe3+fVVX90xv/BTj77LMHFi9evGP37t3a9OnTD1mwYMHgmDFjhkma4zj8vSb88+fPzw8RuKeffjoWjUa9IdLzb//2bz3v5bld18WyLHn88cenf/jDH1ZfddVV/e/l+f7Z8E9FeoQQZwNnT5w48a8+1onjTuT+D93PggcXcGpsCr/rW87/TLmcOUYrZIrlSa+PdDw8zybt2Xi2A4UCMptGtV0MRcPWQ+RCUeK+JOpDb00j3zjmo4we6OQLv7sT3XYpAfmyGYGGQhgNgU9B9uNIBwWJiUYIHaSBL1WK+DhC8OqMsTx76Fjqe/PMeXE1E19ewdhl68gl4yw59TjuvvRjPDfrCDY3toBQaOrezumvPsKcbZuoKZVQkeBLPM8l66dwpEpciaAKPSh6Caj4DMpuCugk1cAFTkqJ7ft4to0UAl3XibsulhBovo8LDJom2xIJticS7IrF6IjF6IxEyOk6Y1MpGjMZ6rNZagoFpnR1QSaDN5SH4/uBgQAM5+Uwsu390A/8AY40FRjC/oYCQ+qMbaPm8yiFQrAslaBQQNg2SqmEUiqhFouoxSJKsYiZSmGl0+i5XLDOdYfJyYGIimrbqH19WH37PviR5f5LRcHXdRxDxzMMXMsMlBtNG9oqUKdyBbTBDLsamtg2YTx7GhvZOWYsO8aMYdeYMewst0w8Xj6BDxsfgae/DG+u2nvJVJNRjScyI3YEse7d7PjZJ3jTXY9N8HtSpSQ5PHwME2rnsEvuZOXW77IruwlVmCQ6zyf166+Q7pyKOrkI38hiz/wxrP4WrNwGVa1wyDdhzeVwUwReEeDte0X0sE20usjgniilVPCjpekOR52yggs/8Gum16xgrLeZpoFt6AQkp19tZqN5DO3KBLbLCeT1CGbERQ/5KCpknF10DfbSleulO9dDT76Xnlwv3bneoF7Q8O2iYIRrKVlVnD56Nk+MPZX13evhgQ8RidTyem0/03p+i0TgieDHfHfLxYTMWsZt/BYCH8ZfAZGJ0PUkdD8FVlMQ0tb5hyBnZ9zlkJgGahj0CNQcAdGWSjhbBf8ncf/999f84he/2ArB0/wbbrihOZlMulu3brWOPPLIzN13371DVVUeeuih+I033ths27ZoaWkp/eIXv2j/9re/Xdvd3a0ff/zxbclk0n3ppZc2fvjDH25duXJlRAghL7zwwt7rr7++e/Xq1eYVV1zR0tfXp6mqKh944IGthxxySOmd9POOO+6oWbJkSWTx4sU7zjvvvNZYLOatWLEi0tPTo9900027Pv7xjw8AfPnLX2749a9/XW3btjjzzDMHv/nNb+4BOPnkkyd0dHQYpVJJ+eQnP9l13XXX9QKEw+HDrrjiiq6nn346fsstt+waec6TTjope+eddzZkMhnl5z//ed3WrVtXhkIhCTBmzBj3E5/4xMCaNWvM5cuXRx5++OGtQwSjubnZ/epXv9oJ0NHRoTc0NDhD702YMMEZOv5dd91VfdtttzVKKcXJJ588eOedd+4eef6rrrpqVEtLi/3FL36xB+Bzn/tccywW8/7zP/+z60Dj3LBhg3H66adPmjdvXmbp0qXRhx9+eHNbW9tBFaV3A6NGjXLHjh1b2rx5s3HNNdeMTiaT7qpVq8IzZ87MX3PNNT2f/OQnx/b392uWZfk//OEPtx922GHFnTt3apdddlnLjh07TIDvfOc720855ZTcDTfc0HDvvffWAlx88cU9X/nKV7qHxjR37tzskiVLog0NDfbvf//7zdFoVL7wwgvhT3ziE62hUMg/8sgjs0N9GlKlvve97+1YvHhxnaIo8v7776+5/fbbdzz55JPxaDTq3XjjjV0vv/xy6KqrrmopFApKS0tL6ec//3l7XV2dN3fu3MmzZ8/Ovvjii/FMJqN+73vfaz/ttNOyruvyqU99avRLL70Us21bLFy4sPvzn/9876OPPhq76aabmurr6521a9eGt2zZsuZDH/rQ4Be/+MVRFdLzzvBP9SsspXwEeOSII45Y+Nceayi87aojruKm52/iE8ljobeXn+1cwcciRwwnsQvfD+yXZVkzEAooFlJzyJVKdGol9FyBgqLQE63mC2dcQsgu8D8P30lNtkQRh5J00VCwhIHEpUhpOPdAIvClQlq4qNgoSgFPN8mZJg4aMWmgej67q8OsPWsG2r/MBr+JNa3T+eMJ76MYCtGyYzsfeeQBmrvWY6V2ABIfhZRUCSshTKGjCkFYCBxZpJc0ljCJqVF0oQXKjVAoUGK7101cTRBVQljFIo5p0hGLsSuRYEcyye5kkj1VVXTG42TNfcub1uTzVBUKdMZi5A2Dl8eOHQ7VAtA8j+ZsllHpNKMyGUZlMozOZBidTtOcyRAtmyng+yi2PUxC1GJxH8KiFgrB+kIhWF8o7N3WtvcuS6Vg+WcWzdsv9SVQo1QV1wgm7ornoXr7PmBzNA0nEsIJWbiWhWfo+IaG1DQEEq1oI12PgWiM3kSSvkQV3TU1dDc00NnYSNeIZUdjI6lk8i39qu/qYszOnUzauJETn3qKbG4Vy9U3WVdcjY0zzMRUBEfQymw5FrW9n2XyZzxtdFIiuK6NaiNHhU6kNjGBjf4aHuj4DoOlHiyqSaz7PKknv8TAUQn4ooD378Tb+W1Y+n14MYWoOQrZfTPc8UHoH7KN2AuhelSN6cPJm2S7qxjI65h6iZPmPsVHznqQo8e9wli2oeNAETrVJt605tKuTWCLOo6UG6XkFcjLXjL+agYzffR19dKd7aEn10Peye89F4KacJK6UJLD6iYRUjUURcNGIes59BTT9EebeejIf4M1v4DfXMqUcIjnq3dRp4CtWBh+kXysjcFxH6ex+1n07XcHtXZaLw3G1v4jyGyAxEzwHeh5DqKTYOyHA3c2RYdQHdTOA6u2Es5Wwd8dl13GmNWr+ZOFoKSEfB4lHH6LueZbMH06+R//mJ0He79YLIqdO3eakydPHp4Yr1q1KrJs2bLVbW1t9vz58yctXrw4edppp2W+9rWvNT3//PMb4/G4/+///u+NN910U8Ott97aceeddzY899xzG5uamtwXXngh3NHRoW/atGkNQG9vrwrw0Y9+dNx1113Xeckllwzm83nhed5f/YXr6urSlyxZsn758uXWueeeO/HjH//4wEMPPRTfvHmztXLlynVSSk4++eSJjz/+ePT000/P3nvvve0NDQ1eNpsVhx122LSLLrpooLGx0SsUCsr06dMLt99++x6AL3/5y8PneOihhxJTpkwprF271mxqarKrq6vfotAsX77cmjp1av5gisrFF1/cP3/+/ClTpkyJHXfccelLL72075hjjim0t7frN9xww6ilS5euq6urc4877ri2u+++u+riiy8eHNr3oosu6r/mmmvGDpGehx9+OPnEE09sOtg4x48fb7e3t1s/+MEP2u+5554df+01/nOwdu1aY+fOnea0adNKAFu2bLFeeumljZqmcfTRR7d9//vf3z5jxozS008/HbnqqqvGvvrqqxs/+clPjj3uuOMyX/nKV7a4rksqlVJfeOGF8M9//vOapUuXrpNSMnv27KknnXRSpra21tuxY4d1zz33bJ03b972M844Y/zixYuTV199df/ll1/e+s1vfnPHmWeemb3yyitH79+3yZMn25dccknPEMkBePLJJ+ND71966aXjhva/5pprmr/whS80//jHP94J4LquWLVq1bpf/vKXiRtvvLH5tNNO23j77bfXJhIJb/Xq1esKhYKYM2fOlLPPPjsNsHLlysiyZcvWDIUtzpkzp7By5crI3+Iz+GfCPxXpeTcxp3kOH/jlBxAIPipa+cXAa9zHa9wWOQ5ynYACQoOhjJDgsf1weXtfKGSqkkQdBy2fJ6vr/NfZn6Kom9xyz38T6d1FnqFcFZ8cHn3+AEJASBqEpY4mwPd8iqogryr06QopAa5XIpRziUgFQ4AqfXKN41jSdiRL2o4gH44TymeYs+JFLrnvF3z4Z/cTS2XJJqKsPmoGrx45kf7qCD4qg8JGxSFCCEsx0YWODjjSpYs0qh6hFG+iJ1FDb6yK3liczniM3kQNPfEkpRHysuL71GezNKVSTO7qoimbpTmfpzmfpzGXC9zVBgbYYZpM2bGDkueRV1UGIhF2VVWxs6aGHXV17Gho4KlRoxhMJPb5TGp7exm3dSsTtmxh/Nat+7TRu3YNWzOPhKcH6olvGMNLOxoN/jbNfdYL20bP5TAGBzEHBjDTaZQR+URDxgFDCBQpD8/Q8AwDT9cC0ksQQjcQi9OfTNJbU/sWAtPZ2Bi8bmygr6b2gPdgLJ2mvqebxo4ODlmzhpnLl/OHU0/lc9/4Bse89BJjd+6kec9uzGKJdbVw+0lhfjHJo08rgc1e3iFgErXMYBQSeLa4gU16D44ILLLr1QZmW8eihWJs8Nbzu45fY/tFIu4E9K03UWy+nOInVPiZgN434JVvwP1Bvo6in4X/0y8i248ccVWGIAk3dRCtH6Bv3USKe2IcPelljj/ueU454glmj16OoTj4wE61iee0OaxRRrPMi9NdzDOQ7mOwuJqU/SypUi95J7fP9QmFqrFC1YRr2wipFp4QOJ6NU0zTl+2kt2/LvhdU0SA+GqwkdK2Cp/8dXv46J4QEv23MElI1vLL7X9e4yzATsxi9+TuI7CaoPxEaT4NCB7T/DNwM1B4P6dVg90PDSdBwamDDrWhB7Z2aOYHSU0EF/w8hn0fZvJnQxIkUIhH+qjCpzs5OLRaL7fNUacaMGblp06bZAAsWLOh/4YUXopZl+Vu2bLHmzp07BcBxHDF79uzs/sebMmVKaefOnebHPvaxMWeffXbq3HPPTQ8MDChdXV3GJZdcMggQDodHRi3/xTjnnHMGVVVl9uzZxb6+Ph3giSeeiD///PPxadOmTQPI5/PK+vXrrdNPPz178803Nzz22GNV5XHra9assRobG3OqqnLppZcOjDz2JZdcMt6yLH/06NGl733vezv6+vr+7LnYF77whcaHH364ur+/X+vu7l45YcIEZ/PmzasfeeSR2B//+Mf4GWecMXnx4sVbMpmMetRRR2Wam5tdgA9/+MP9zz33XHQk6TnmmGMKfX19Wnt7u97R0aElEglv0qRJ9i233FJ/oHGOHz/ebmpqsk866aTcQbr3V0GMYNmPPPJIcsqUKVHDMPzbb799e0NDgwfwwQ9+cEDTNFKplLJs2bLo+eefP2FoH9u2BcDLL78ce/DBB7cBaJpGTU2N9+yzz0bPOOOMwaHQvzPPPHPgmWeeiZ1//vmDo0aNKs2bN68AcNhhh+Xb29vNvr4+NZPJqGeeeWYW4LLLLut7+umn952UvA3233/hwoV9559//vih988///wBgHnz5uU+//nPGwBPPfVUfP369eHf/va3SYBMJqOuXbvWMgxDzpw5MzcyT0vTNHRdlwMDA0oymXzPwxn/WVAhPW+DwKtJgucglfJ0zpOguIC/N0lkZEyTDCxt02YYhIeuCeyqCDee+Sl2Vzfy1V/ewsSeXcHESEqQPiFf4KFieyp54dKn2GxRC3hCwTVNfCOEUE1CviDqe+C5eL7DluoaVk8+hlVT5tFX1YDu2sxqX8WR61+hddubZPwcW8cp3Pbl8zhkfS+zX17HkU++wpFPvsLWKa28dvRkNk8fj6/rtMei9FfVkalqpr+6kf5ELX3xJAOxKjx1722ieS516RR1qX6m7NpGS7pAS7bAqHSa+mwWfSTxGOmGpmmg60z76U9539s46/maNkxGeuvq2DZ+PFvHj2dbayvbWlpoHzOGV489lgfPPx93RIy47ro09/YyureXUQMDjEqlaE6ng9cDA0RLpb3hba5LePdu4tu2Edm9m1B/P3ou91YL66E+wbAjW29d3QFVmM7GRjqbGuloaqK7voHemhrkCBVrCKFCgbq+Xup7umnduZ2jX3+Vpt17aN69h6Y9e2js6qKxs5OGri5CxeI++0pg+axZHLpiBQA7E/DNOYIfzzXYErOBPEr5RlSEwEdSL6qYoo5DkTpLvV3spBPfCD6TGq2Rw6InY2suq0or2d27DgmYxklQ/xVyZxwHTYDvwesPwj3fgl0vgR5DyS3E/+EX8fvHsj/R0SJpaqavgXSMGeFOTpj+DMcveJ65Y17HUB3SvuCPyhiuU49gCVVsdgSZTBd2aiN+4eV9L5hVDaEkhMcH53GLUBqEXA+FQj+FwghlP1wb1PupPwQmnha8HmrxMRBtBEUF38f87ccpvfx1PhCBnzdKfC2C5ufIJGaQH/8JkoXdGKv/HXwXxi+E2GTofyNwaNMigWFB70ugGND6caiaDmoENAOqDoWqQ0CtJJhW8I+Dt1NkRsL34dVXCR11FIUD/At7R4hEIr5t2/scRewnH4myA+exxx6bfuSRR7a93fHq6uq81atXr/31r38d/+53v1v/y1/+svquu+56TxQHy7KGfxCGXG6llFxzzTUdn//85/dJqn/00Udjzz33XGzJkiXrY7GYP3fu3MmFQkEBMAzD3z+faSinZ+jvhoYGr6OjwzjQBHbWrFnFdevWhT3PQ1VVbr755s6bb765MxwOHza0TSgUkgsWLEgvWLAg3dDQ4Dz00ENVJ598coY/A2efffbAPffck+zs7NTPO++8/rcb54YNG4xwOPyuTLCTyaTb29urDhkZ9PX1qdXV1cMEeSinZ//9otGoD+B5HrFYzF2/fv3aP+d8b+dUbBjG8JuqqspCoaDIcuHw9wpD95emaQwpk1JKcdttt+0477zz0iO3ffTRR2MHuu6O44gyya/gz0SF9BwEb+x5g19/+Nc80/5MEN7mT+QIWcPafAdzlChvZTxD950kryjkbZ+QW8IHbjtnEStGT+ZLv7mVQ7e8hO87eBIcYWAbFp6q4aIiNRUhNMKEUTSVlPBxsRHFPCpZXFRSoSirpx7LymnHsqt5EkL6tGxfw9xXfsnkDa9S60iiSghDqESIU5R5sjLNskOiPHf0WRT0eqx8iKKeYMeYsWxsm8Su0WMCp7IydLtIcrCXxu7dzNiwkob+bqoGu6gZ6GZU1iGGMWyvXRQOIamTJIoq1H1r1MDev8uObT2jR1O1fj0bTzgBNZFAahr+kBqjaUhdHzYeQFEIKQqHKAqHDA5CKgWrViEAV1HoisfZXV3NrmSS3dXV7K6qYndVFatbW0lFo/t0o6avj3FbtzJx8+ZALerrY7xpMg4oWRa9Y8bsQ2A6mprobGpiT3MT3Q2NdNXX01ddjXeAZFyzVKK2r4/63h7G7NnNnKVLad6zh8bde2jevXsfIhPNHfwB2cjHkwf6VyuA5s0r+O4cuHeW4JXRwR4JVELoFHBQUfDxCGMxUWlFw2KDu4su9uZWxrQa2hLvo6AUeC33LJnBXQgtgpz2r3DSIkrVrZAB1g+ivPl9/M3fC+rrxFpg3C1gXIFfHYMPCIgAYSAsiRmDHJN9mfl9L3B09zMkupbSbntscAS3KLWsSjWyp5CnlO8DdpQbgRpiRAOSEKqBUjoIGQMo9gdNC6HGmtFizeiNM7Ei9ViRGqKhahJmFdVWlBCg2SlEKQOlNH6pE3fnRtxNGWSxD1noRhZ66cv381quwKUx+HaThS5tJD7d4xYSqjuW+l0PIfY8HNhQj78MhAm7Hgpq8ERaQUtAz7NBcdGxHw1sqNVIkM9TexREx1bC2Sr4fxaKAvPmUXg3jlVXV+d5nify+fzw5GzVqlWR9evXG5MmTbIffPDB6k984hM9J5xwQu7aa68du3r1anP69OmlTCajbNu2TZ85c2YpEol4qVRKaWpqoqOjQzNN07/00ksH29raSpdddtm46upqv7Gx0R4K3SoUCsJ1XRGLxfxx48Ydsm3btjXvxlgATj/99PQNN9zQfMUVV/QnEgl/27ZtumEYcnBwUE0kEl4sFvOXLVtmrVix4h1JvLFYzL/gggt6Fy5cOPaee+7ZblmW3L59u/7YY4/Frr766v6ZM2fmPvvZz466/fbbd2uaRj6fHy438uKLL4ZHjx7ttLa2Op7nsWrVqtCMGTMK8+fPz33hC18Y09HRodXV1bkPPPBA9dVXX929/7kvvvji/oULF7YODAxozz333Ia3G+eB+n7uuee2fuYzn+k+8cQT8wd6/2CYN29e5kc/+lHN7bffvsd1Xe69996ac845Z/DP3b+6utofPXq0/eMf/zh52WWXDfi+z2uvvRY6+uijC8ccc0zmlltuqfvKV77S7bou6XRaed/73pe97LLLWm+66aZOKSW/+93vkj/96U+3Huz4tbW1XjQa9X7/+99H3//+92d/+tOfVh9ou1gs5qXT6bfEHtbU1HjxeNx74oknoqeddlr2Rz/6Uc3RRx/9FvVyJE455ZTUnXfeWXfWWWdlTNOUK1euNFtbW50DbdvZ2akmk0nXNM0K6XkHqJCeg+Dfjvk3ntn2DHe+/m2u8MPcL9o5ohDmY3YdyAGCGLayclCu0QMSWzMYjEXRCwVsReHH77+MZ6Yfz0f+eDcz1r9GjxEpu475CNdBtfMYCAxVwdEUCoaOo2jo+DT4QbJ9VjN5ffxhvHHIfDa1HoavaoEhwTN3M33di8Qy/Ugkg4bJ6poa+pONpJOjyCZHk00205dsIhPbNxfEKqRp7NzFjFXLuGTx3UzYvAmzlCJXpdLdGMVRfFx8dFQiWBgieGqdxyUPxAkTEiZhoVCSRTooUE2UsGLt45qGouAJQdGyKOg6O049lU1Tp+LX1KAMbbOfMcHQX6ptY+RymNns8FLP5bCyWYxslrEDA8xPpzGyWfRiEdVxhunnjrFjWTJ7NqunT2fj5Mm0t7Swp7mZDZMnk41GD6jCjITqOlSl0jR0d9HU2cmslSto2r2HUbt2BYSmTGIaOzuJZTIHJCkA/lDkowwCIYfXw3A05IgotOH+ewK2JWF9Layph1WNCkvGWGyK55ECQqFGkvHx5LLbSeV2oegRcBwcPYQ14zLccB0rNz6I370sCLmTQM1keN/XyKTaWfraHZDaDsnxMP9byEM/DmYs6EhqJ7z+HVh6F34pBWPmwSlfh8kfgBGqXyzfzWFbH2LcpidJdC6hkNrF5pLk2w78f97IqyBBGUQoWqCc7A8nT0xo1IQSVIcTxGpaiCg6lqqiCxUhwPF9Cp5Dzs1Q6O2l1L2MnFsi4xTpcgrk3CK277312CMQEZBUwQKSClyZ1InKIt3R6SgTrySpCPR1/wOZdVB3PDSfCXYKtv8E8jsgORsKeyC3AmqPgaazQLMCwhMZHRAe8605VxVU8H8Z8+fPTz355JPRD3zgAxmAQw89NHvttdeOXr9+fejII4/MXHzxxYOqqnLXXXe1X3DBBeOHQpSuv/763TNnzix97GMf6z399NMn1dfXO7fffvvOyy+/vNX3fQFw44037gK45557ti1cuLDlpptuatZ1XT7wwANbksmkL6U86NOHWbNmTRt6kn/22Wf3z5w5808SvQ9+8IPpNWvWWHPmzJkCEA6H/XvvvXfbeeedl/r+979f19bWNm3ChAnFWbNmvePwr9tvv333NddcM6qtre0Q0zRlKBTyrr/++j3l8bV/+tOfHtPS0jKjqqrKLdtZ74IghPDKK69sGVLUDj300NwXv/jF7nA4LL/yla/sPv7449uklOKkk05KXXTRRYP7n/eII44o5nI5paGhwW5paXHebpyapr1lgr1u3brwmDFjDjgxH4lzzz130tD+hx9+ePaee+7Zfumll46dPHnyNCkl73vf+9JXXXXVO7J5vu+++7YuXLiw5eabb25yXVece+65/UcffXThzjvv3HHppZe2tLW11SqKwne+853tJ598cu6jH/1o3+GHHz4VAiODY445prBhwwbjYMf/0Y9+1D5kZPC+970vfaBtzjvvvMEPfehDEx5//PGq22+/fR9l6ic/+cm2q666quUzn/mMMnbs2NJ9993X/nbjWbRoUW97e7s5Y8aMqVJKUV1d7fzud7/bcqBtH3/88fhJJ530nroN/jOiUpz0IHjmv69kgfwl949LcqJs55k8LOiAezSdw0J1lIphCsUQeTtK3gshhUpJEXTFEzhCoEmfJw9/Pz879ROcvPQJLv/dXWhSIiQwIkza9X1sRaGgangCdN9H9YOim+tbZ/DKjPksnTaPohmmKt3LzPUv07hnLb7wGUiOpr96NL3Vo+iraiIfju8zhnCml+hgB5HBPcRS3cTS3SQHuqnq301dvkDMV9CkR1U6y4wl7Rz2xg4S6RLZqMWKIyax7Ig2BpIxHDwUBGEsLGEgENg4KAhiZfIjkRSwiWARFxF83aSoadiqiq1pqL6P6TjUdHcT7+vDyOUwcrkgh2ZE00csNWfv/1EJZKPRIIxsKKzsACFmXQ0NdDU0ULKst3ymqutSPdBPXW8v8VSaUD6P5rl4QiEfiTCQTNLZ2Eiqqmqf/Wp6e/fJH5qwZQst27cxumM3Nf09eEoQCGkUbUI5G7PkvK2bmxy5FLCtKiA2a+tgVT2sbFLYWA22OkI1i42GxGjoXQ9HXwfbnoL2Z4P8FCcfhKDNvAQRqkauvheyHYGC4uQg0gBzPwO5Dlj+U7Cz0DI/sJRuOzsI+YLAyvnl28r1dSRM/CAkPgPd9dC3GTO3nHr5LIpYTUbpYcD39gmcF7IcDrrfgHWhE9JCmIqJrugIqZTJrQ+Ki+3ZFLwiebcU1AR6G8RUlSpVkFQk1cKnWpEk1YDEDC2rRvydUCCshTCNCGhRXMUAx6Eru42phs6W5vMZN+Y0Ipl1sOl/wS9By8UQnwLZzbD97oCoVc+BgaWBI97o8yB5GCgm6DGITYLqw0Gv2FFX8PfDP2px0pdeeil0yy23NP7mN7/ZNrIWy3t93vvuuy+xZcsW8z/+4z/eom5U8O6gv79fufDCC1sff/zxgyomFbw3OPXUUyfccsstu2bNmvWOXAr/L6BSnPQvwBuj4P5vSE78+vWsf+mzHOKY/KLQwyvNkpNqutDUvU+VXV8lVwoz6MapcWMUimFebT6aB0/4MEdseI2Fj92FOmIyJxE4mkpR0ykaOqrvo7kemvTZXt/Kc4e/nyVTjyIXTqC5NonsILF8mnSkiufnngOcAwRJ9Il0N8mBDqZsfInqVCfVg51UD+4hmepCc0t4SByvhOuXkI6D7/lIPLLAIBIDg1TIpOO4cfzxmHG0bO7iyKU7Ofq5Vcx7bhXbJtazbM4kNk5pIafmyMgCYUxCwkBBIUU2WKfGUJQIParPHqVIQrOISgXLdakqFIZzfWb85jc0rtkbbZALh9kzejTbR42ic8oUuhoa6Kmtpauujp66un0ITSH8VuMhxfOo7+4ebpM2b6Kxo5PmPXto6ugYVmMaurqo7u9HSIlUAvlFOQDh9xSF7uZ6Nkybwsapk9k8cSJbx7Wyq3E0Lx97NL867zzcEeYNum3Tsn37PqSodds2Ru3eTV13N6qU5CIR0pEwW2oU1tV4rKtx2RYr0KEP0i/78OSIh2SxZqifDnWHBK12CkSbEfkeZP9WePVWeOY/wEwEhKc4AC0nQKQW1vwc6RYhPjZwD5MeTP9oEC727JcDxWfs+SAXwbI58AuPSHwdsWPvoJcXcAfWBzkqWiv0CcSqJ5Hmg8MkpgTsHCI0Q7ezBHwdpAKKD8pbH/g50sEpE1iBIKyZRFWdmKYSUwVJXZBUQ9QpJnWKR51wqKdIzQjyUqVAXCkLg/go7Pt9stUoRS2OLUL4iooANOlhuhkstx/V7QU3mPu5aNRbOmuaLuKQUSeg7/4N7P41hJph/DWgRAM3tj2PglkThPX1vghWY1CMNNQUXCezBhLTITF1HwWsggoq2Itjjjmm8MYbb6TdP9Ml893CRz7ykcpT8PcY1dXVfoXw/O1RLBbFOeecM1ghPO8cFaXn7fDMM7BgAavHSSatyfDmBw+jb1wtivQIiwJRI0fEDJplFQhbOSJqfp9orawbJluKknWipJwYA36CXUot7YlW+uIN9Mfr2VHfwuZRbfQm6nG1fZOfNdehdrCLusEualLdJNPdVKd6qU11kcz0oroeJVmi5BcpIVEUgSa1oLaPExApVQbW2jYeBWlTki6K8PE9nxwuRYI6MyYqejkVXk3lmLesj/lv9lOddshGDFYc1szqw1vork5go4ISwVJj+ELBw0PVDBIiiu4rpEM6frgaO1bHYDTGQCRCfzSKOzDAnpoa0vE4PfX1ZGOxt1x24fvU9PXR0N1NY2cnjR0dwXJESNnQsqavDyElvhrYJAvfP6CLmy8EhWiYYiJMMR4mH48wWJdkoK6GwWSCTChESTMpoSCKHkrRA1/B0QwKVoh8JEIuEiETjdJTV0dfbS39ySTpeJxcNErRsnB0PVA6BrdB9xroWQs95WXvuiAJfwjxMVA3rUxupkJsVEBU0rtQejdA30bEwBb89A5kcaTxj0DoMaSTRtNiaEKn6PQDClZkNCVnAGlnYPQ8KPRD33oQEeg5BTZOhPh2qNmEqG5Hmhng7UPCDghPg1IcCtWofoyqhKC+ziNmmFQpKlUK1CgutbjUUaRRKTBKKzJKLdAocpi8dfLjCR1PMZFCBemjSgfVL+4jGtlqjJJeg6PF8IWKlD6qX0J3s5juIIa/N6JEIihpVeS0anJ6koxWTU5LUjLqkFoVNXKQScmJGNt+AOk1Qbha87ngF2Dng5BaAdE28G3It0PV4TDqg0E4mxaBcDMkZ0FkzLBjXwUV/D3xj6r0VFBBBRX8LfF2Sk+F9BwMX/86zJkTEJ+bbmLzvAkMjE2S6Eyx46hx+2zqKoL+aBTNdelL1nH3By/lkME1fHTJvVTpKarUQRq9LkJy76Q3rcVYH5/Chvhk1scnsz4+lZ3maOycyoSd62nq20XVYBeJTC+KJMgu9SUCH60cQeQJggKK5UQQ4dlIu0BRFhA+aAg08VZvf1/62NInTwkXiSclru9SEC4gUYWKIn086eP6LtM3p5n/Zj/jdnt0NzTy2pxJvHZkG5smt5BONJAL11KI1JOLVpGOJslFYsgDTASjhQI1XV101ddz/HPPMXnjRpr37HkLkanr6UHzPHwhyIdCpOMxcpEohdBe8jHUMpEIgzXVpKqTpKviZKriZGMxsvEo2fI2+VCYom5iawZF3aBoWBRD7ywUSXVdIrkc0WyWcD6Hkc8gB7dSTG2gkN1CIbuNYnY7dm430t+rdohII9RNRdZND+ySjXCQC5bdA/1boG8jDGwFZ9/8RhUNDQWl7CAokTi4+OWAMoXAnU2oBtKqCRQfr8i+php/HhQEUQT1mk+zBqMUBa1Yj6/UsmnzMSx/+V/QC0nGxNM0aUXGJnqYNWMFh01bzZjqTmIyRUSmCZFD2e/cPgpFJYKrRfCFiVBUBBLVt9G8PLqXRpF7iZenmBT1GmwtiatagIqQLqqXw3L6MZ1+lBFEzRUGea2KrJYkq9eS1+vI6tWUtCQRPUbMsIioJmHNxNJ0dEVDFQpqZgPqlu+Cm4PWiyB+CBS7AjvqUm+Qv5NeF5Cg5n+B5FGgKkHOTrgVkjMq9Xcq+IdChfRUUEEFFVRIz1+GK6+Ee++FGsHyCWGmretDOJKd40fx5nGHIoRPIRSmq66JrU0tdNU0saduNEumzMVV9bckykfyaWZ0rWByZiPNbgfNbgeTsxuZOriO0cW9RZJ9KUj5UQa8BINenEE3zoAbY8COkvcMXK18bAlC+piui+75aNIftlyWUlLCIydL2OUwIBP1gPaLNpL+UJTeaJxUJEkqWkUmmqQQrSMfrSUbTZKL1lCM1uAabw0vU12HSKaPUKGPSK6fquwAiVyKeDZNXTZHYyZHMptldKpEKTKars4B/nj88TR2dFAIh4dJTDYa3YfM5CIR8pF3VuNE8TysUoFwPkc4nyOSzRHLZEikskSzWSK53F7iMvS6vBzZQtksmlPAUW0GLIc19SXebHDZXOWzK+ySFjZ57GECAmCgYegJlFgTTrwZJ1qPa4QgtSMgNumd+yXxi8C2XCiBCYbv8M5LS/wJgiMBz0B4FprmgyFxvEANOTEW4b/iOeaFIVuMsGrnDLanmqGhl2IxTDinU2dkGJXcTXNyD1HrrXm5RSxyhMkRISMj5PwwQhhETUHUcAlRwHJTWE4vml8Y0S2Fkl5NUa/B1aL4QgMkqlfEcAax3D50b1/VpqAmyGsJcmoVWTVBSavCNmsQZj1RM0FUjxDRTQxFxVIMjAO47OHbkNkI/Uug6w9gNsKEK0CLBWrPjvuC2lvxqTDwZlBzp+XispojIDQKohMgPhnM+FuPX0EFf0dUSE8FFVRQQYX0/GWYOhXWr8f+qoHRav/JzT2h4AoNV2j4UglK8EiBlIEaU9RD5MwIjmrgSwXDLmGW8uh2MNlV8VGFhy48NFx0ETRF7P18XKlQ8g1Knl5emhR9k4JnIlGC8yLwpcBWDHJmhKwZJmVESFlhslaCnBUnF6oiE0qQCVeRseI4qhn0XdGGl8IuohUDRUMvZKCQQeb60PKDhNP9TF+3i1Of38ixr+1A92DD+Bivzq5j9eQ4tghUppKVZNu4I9k54Wh2TJxDqroRAOF51PT1UZVKYRULmHYRzXPQfAdNltBlCSFLqH4JzS2iO0WsfJbEQJqqvhTJ3kEauvqp6xqgobOf5j39VA9kMGyb/VNOhhzRRmLIGrqkC1JRjZ21OitaTF4Yb7C6zqNfd8nikMemgBuErJVhoGKgoWghXDOKo+q40kWWBsH+s8oivLsY6ZieHg1bToItpyF6p3H8/F8xYc7PWOJ3s6JYIKbAJ+JwVUKl3osg8ImaWfY3sis5BnsGm9gzMIpd/aMZsKsINRaoGTeAqwf5MpZwiJMn4WdIMECV6CdMCjHiWtlanJJeQ0mrwldMfED4NrqbxXL7sZz+fXJzHCVMQa+mqFVRUOOU9CSOUYNn1CIUHUtAVDWJGBF0I4GuhVCVA5P54Nr4kN8OqdVBS28A6QBKkJMz8Wow6wMC1P1HsJqD0LXsJohNhTEfDqy0hRaQnVhrsNQqhgUV/OOhQnoqqKCCCipGBn8VvjHns1yW/infnXQVXWYjtf09mKUC8WyKaDaN5WSJ5NLsbJtENplk4salVKd6cCyTTHUtuapqfF3DcG2q0r1UD/YQK6Tx8Sih4gpRJjw+ilBxhI+KgSJ8FOGhEZAgTQTJ25ZSIqwU31lUjQtky+3dgAbMKLdPBavavAxtXgZXqJQ0g5JuYWsduMpGvD0/hx0uiuNgFPKYvqSECIga4Ac1WhGORHUkquOj2T667aPbHnrJR3NlwGTKzdeBZhANIGaU18u97ytecExfgqMIMqZCd1RlY53GsiqNndKj0/Po9Hy6/BI9fn6fTBMDgQoYgIfAK1MfGw8bD9wSuIPv0gXdD3KIrAlUBJpUUFHwFI0C+X2K+eh2hMN7juE0u5XDa/cw+YTnSXzgPh7M23wrBc/moUWDb9TC5XHwilVs7xjLK9lanLpBunaPYu36w1i/7gh294+hr5Rgd/doaiIDnDL/d5w+//fMHbOEGpEmwSAxOYCKN9wHRzEp6rUUjTFklLYg3NJ30fwiIXeAUKmTWGFvvUEfFduoxjYbGIjNoKQnKWrV2GoEFB1FUdAUlZAaJqGZGIpAwwusq/UIqOEg9+lgKPXsJTmpNeCWiWhoNDS8LyAzkRbI7wItCtt+FJCc+DQodEKxAxrPCCyrhRKcLzY5qL0TGQvqQd1NK6igggoqqKCCf2BUSM/BMH8+bNlC/KE0H110L/963R2c+vsn2dTWwBOnziCtwp6oRVHTeeqML7Hm0FM4+rn70Wums37+PLqbxiN8nzHb1tC28hVaNr2JYYOv1CClRBDUp5ESbMMiF02Sj1VRCCcpRuIUw3HykTj5aBX5WBX5aBWFSGI4bC5up2jLbGRKej3T+1YybXA1kzMbaS3uwJB7p+8ZQvR6MQZti1xBI+2FGLAt0p6CJ2xM18GUPhoCoSkITaAQhMtpSMDFER4FnMCsAAUFcISHIgRerIZi9SiKyUaceC2KAoZbYnTHbuq6d6IVu3FFGlWAJqDO9alN5JHdOmoBDM9D92VwLoXhJhWQoSAHXwQeBfu8pyggBdgKZERQSzMLpMuv0xLaXdjowGZbssv16PE9Mr6N/DMqKNjvONTs7SEICFRICerFRBUIC9BFMCwf8CQUJeQk5H0oSElJSgpiSA2xhw82SYcvJuGjsRyW8iS+hD0ufCcF398FAz5Miic5e+Lp9L9wOXd8u5UvDdbRePSTjJ+7hM7l8+haMYNRRpqpY1Yxp+11Ppx8kCmj1jF19Hri5l7VykclK5MMUk2HbAHNwDTAVEtYbpqw2080uyawoC7D1WI4Rj3F8KFkzQZso46iUUtJjYPwwbNRZImQ0EhoOpZqoqkmuqKiCCUIRfO9IARQqwLVhAPkp+HmIL22THJWBXk5AHoVVM2E2DSITQzspaVblvm84Ipv+ha4Wag6LNhfNWD8lRAdD0gINwZmBuHGwLhAqfy7rKCCd4psNitOPPHEtldeeWWDdqCw0z+BG2+8sX7RokW9sVjs7f3s3wFGjRo1Y8mSJeuampqGfyzvvffexJo1a0Jf+9rXOt+t8xwIc+fOndzd3a2bpulHIhH/Jz/5ybZZs2aVSqWSWLRoUfNjjz2WNAxDlmvx7F6wYEE6lUopV1999ejnn38+Ho1GfUVR5GWXXdZz7bXX9nqex+WXXz7mpZdeigshpGEY8sEHH9wyZcqUg4aoHGj87zbOO++81rPOOiv18Y9/fOBPb/2n8XZ258cff/zEX/3qV9tqa2s9VVVnT5o0qeB5npg4cWLh/vvvb383752/BHPnzp1866237pw/f35+qK8AP/zhD6u/+MUv9gC0t7frn/zkJ8c88cQT76kb3hVXXDH6rLPOSp1zzjl/h9CUvz/+qX7FhRBnA2dPnDjxrz9Y/HmY5HDV9+5i3iuvMnPFCsQ0aJo9SCGWZDCkUzIES+eeyZpDTyE20MWrx52HVFSqO7dwxB9+xKhtb+ILQSmaZMPUKRQiSQqxavKRKgrRJPlokmIkiWO+NVdG+B7h7ADhbD/RTDcNneuJ5AaJZoMWyw4SyaaIZtIM2CVedk1e86ajymnUGHnqzDS1RpYaK0eNmaPN7CQS2vs/0PMF/aUwXXaEDifErqJJd8GkOx2i6Ot4UuBJBddTCaaIHiUceqpjdE+aTX/b0fRPPBInWgNApHMTNZtfoXbTy4xf9TJnLtnD0StSNKZdBsIqT02P84dZST71u52oCUj1OKQsyOlQ0CFrBC1jQsbY+/fIljGDZdqElAl5Hfz3xDjrnZkBiP2WQ+FzIyEJLJ9LPgzCn2+aJkFDwZAKQkhywuOTeoL/qhHUxAYBeDZr8J/dEZ73UvgCmHIuVF3Lpu8ezZZHXNrGL+WcK66jRbWpzpqMVgdpO/Nexn5s5z6n6ivUUrLidKsT2S0sPBm44VnkSYp+mtiBTjHoewF8oeOadXiRFrLmXFyznpJeS8GoxRFGufuBnmcCYTyqhYeuqOhmFFWp3pfISD8gO1IGLml6VRCGNlLW9N1AmUmtgsHVkNsaXCTFCmrr1L0P4pNASwYXeWShJMUMlJyB5dD5RJDLE50Ig8sgMg5aLgQtEVSMjU6GeCtYDWDVVxzaKqjgL8S3v/3t2nPOOWfgLyE8AHfddVfDwoUL+9/rieuFF16YAt5Tm+sh2+7FixdvnT9/fv7WW2+tXbRo0Zinn35686JFi5o7Ozv19evXrwmFQnLnzp3a73//+1i5b62tra2l9vb21aqqsmfPHu1///d/ayGYOA/tp6oqW7Zs0ePx+Hs+yfd9HyklqnqAh1F/Yzz33HPDRMg0TX/9+vVrAc4555xxt912W90NN9zQNfS+67r8pffiu4Ghvm7YsMH40Y9+VD9EelpbW533mvC4rst1113X/fGPf7ylQnr+CSClfAR45Igjjlj4Vx9sVQ7+Fea8cDQrDZ+Ww2dzwpSVbFw9ja39Bs6kWgZnTaBUZ8L2F8grFtH0TnQ1TCnWwNKTLmWJcvlbDquX8oRzg4SzgzR0thPJLCeaHSSUGSSSGSSSHSCUHUDLp5C4QW6Q5yI9J9BdpIfExZM+OTwKInB0UwVIfISEXSUBroKSq8Hwkmi+h+ZLQqpHbaRIXcimwSrQYBSoNzNMjfegjsgdGnQ0OkshuksWu70Ea2tm8cbYE3l96hkM1AfOdVa6h/qNL1K9+WUSm14mnOlFKd9OaQPum9fML49q5rD2LKev6OeDbwxw/usD/Mul8NvWP335DQ+08r9tX4CjBMvhXr6nplnvTOWR+y2RBGFpgCYEhlQxfY2QbxKWBlHfIOGbVGFQIzSqNJ8a3abOLFFnFWiw8jRaeao0SUiAEEHMnu/DAzk40YcXutr4ebvg8VKWbGINQtdpPOQ8jpWHM/uNftpKN3PISW/S+qHdGMre37/BXILNPeN5fsNx7HllFLFEgSmTdzKuqZNodJCk30OTv22f3BxHq8IzG7CtceTNBlyzPlBu1HhAiGXgLicAXdEIqzqWAgY+mm+joQS8Rejltt+H57uBCgOgR0EJ7VVVpIT8jhF5OeuDAqIogSLTfHZQHNRqJtDLysdWlOBcbh5S6yCzJsjpccpzGqEFhCuzHupOgIZTgyKtigbVh4JZFyg8RnXFoa2CCv4K3H///TW/+MUvtkLwtP6GG25oTiaT7tatW60jjzwyc/fdd+9QVZWHHnoofuONNzbbti1aWlpKv/jFL9q//e1v13Z3d+vHH398WzKZdF966aWNH/7wh1tXrlwZEULICy+8sPf666/vXr16tXnFFVe09PX1aaqqygceeGDrIYcc8o5qmNxxxx01S5YsiSxevHjHeeed1xqLxbwVK1ZEenp69JtuumnXkGLx5S9/ueHXv/51tW3b4swzzxz85je/uQfg5JNPntDR0WGUSiXlk5/8ZNd1113XCxAOhw+74oorup5++un4LbfcsmvkOU866aTsnXfe2ZDJZJSf//zndVu3bl0ZCoUkwJgxY9xPfOITA2vWrDGXL18eefjhh7cOEYzm5mb3q1/9aidAR0eH3tDQ4Ay9N2HChGH70Lvuuqv6tttua5RSipNPPnnwzjvv3D3y/FddddWolpYWe2ji/bnPfa45Fot5//mf/9l1oHFu2LDBOP300yfNmzcvs3Tp0ujDDz+8ua2t7U8mPV933XVNTzzxRFWpVFKOOOKI7L333rtdURQO9LlNnTq1dNVVV41++umnE0II+fnPf75j4cKFAwCZTEY95ZRTJux/7xxMuTr22GOzK1euDD366KOxm266qam+vt5Zu3ZteMOGDWs+9alPjX7ppZditm2LhQsXdn/+85/vBfiP//iPhvvvv79GCMFJJ52U+u53v7v75ZdfDl111VUthUJBaWlpKf385z9vr6ur8+bOnTt59uzZ2RdffDGeyWTU733ve+2nnXZaNpvNigsuuGDcxo0brUmTJhWLxeLwj8hQX6+99trRO3fuNKdMmTLt+OOPT3/uc5/rPuussyZt2rRpTT6fF5dccknLypUrw6qq8vWvf33n2WefnbnjjjtqHn300apCoaDs2LHDPP300we/973v7QIO+P1JJBL+qFGjZnzkIx/pfeaZZ+JXXnll9xVXXDEwODio7dixQxs7duzftnjWPwD+qUjPu4rUKPj2TpovfYPlBUlO9fmZH8OZtBT816AfeGbv5h5BWNUwRASFCJoMo0sTw9cIexARPmHVx1IUdKmgSRXND/I2pFRwpApSxZAaGno5oksZtgI2AQhyGnwErvTxhMAjID0+LsJz8YsOyDw5RcHTFFxNIIUOeQMy5TqSKAgUDAGNVoFRZpHGUIFkjUF9lcMMepjvbgY2w+5fUdxjsEPU0J3X6E357CoZbC5qbCkpDODiYqMS5J8AoAheHG/wwvhGktlazlyZQhvdiwo0KeCKoTCuIO1oJNWw1aD9raCUr6pJEIIWFRBTBNFyUcyEAklVUKNIkoogrgbrqhRJlQpJRZLUIKYEIWv7UiEfcIDAwcxxVQqOSdEzKDgGedciXwqRs2vJdSfYlK3hzUKcbClKphAj52kUVZc8YNo632x4nY31rzJg9dMYN/hC0uJfIzkShQeAB7APUdldTLCpYwq/W/IvDGar0cwiMStHXbiPKc0b+OCc3xA28sPj93yDvKgnJcbRrR+JiDWgxBsQVh2OquH5Ph7+8LA0oWCpBiFNx1A0dCGCvDO/BG5h7/AV7cBhYVIGpgLSC8iJkSyrOgrY/SPyclbvJSpWE9QeG4SrhVvKuT3l3xKhBETGdwLzgvQ6yGwIcneQgcoTboGqQ4P4yL4XwclAy6VBcVFkYEdddTgYkaBQqVFxaKvgnweXXcaY1at5a1jBfpAS8nmUcBj/T/H96dPJ//jH7DzY+8ViUezcudOcPHny8MR41apVkWXLlq1ua2uz58+fP2nx4sXJ0047LfO1r32t6fnnn98Yj8f9f//3f2+86aabGm699daOO++8s+G5557b2NTU5L7wwgvhjo4OfdOmTWsAent7VYCPfvSj46677rrOSy65ZDCfzwvP8/7qJxVdXV36kiVL1i9fvtw699xzJ3784x8feOihh+KbN2+2Vq5cuU5Kycknnzzx8ccfj55++unZe++9t72hocHLZrPisMMOm3bRRRcNNDY2eoVCQZk+fXrh9ttv3wPw5S9/efgcDz30UGLKlCmFtWvXmk1NTXZ1dfVbFJrly5dbU6dOzR9MUbn44ov758+fP2XKlCmx4447Ln3ppZf2HXPMMYX29nb9hhtuGLV06dJ1dXV17nHHHdd29913V1188cWDQ/tedNFF/ddcc83YIdLz8MMPJ5944olNBxvn+PHj7fb2dusHP/hB+z333LPjz72Wn//857tvvfXWDoAPfOAD437xi18kPvrRj6YO9LktXry4atWqVaF169at6ejo0ObOnTv11FNPzcKB752Dhc85jsPvf//7+KmnnpoGWLlyZWTZsmVrpkyZYt966621iUTCW7169bpCoSDmzJkz5eyzz06vXLnSeuyxx5JLly5dH4vF/K6uLhXg0ksvHffNb35zx5lnnpm95pprmr/whS80//jHP94J4LquWLVq1bpf/vKXiRtvvLH5tNNO23jrrbfWh0Ihf+PGjWtfe+210DHHHDNt//7ddtttu84666zQkCq1YcOG4YTRm2++uR5g48aNa5ctW2adccYZk7Zs2bIaYO3ateEVK1asDYVC/sSJE6dfd911XZFIRB7s+wNgWZa/dOnSDUPHnzFjRv7pp5+OXnrppYP8H0OF9BwMvg+bdKY1n8O/pH/Fq+Mv5IdTrwLPJzzYQT4UwhjoZswjT+H12di2SslVcDyBI31c6eIKF1stYZsZcnqWASMLZgaMDBjFvdZiB4mcEVKgo6JLtbzU0FHRZOAgppeb5WtYrobhBdsINBTdxFdjqL4IUhgcH4lAColXTsv38PHwyNaP5ZXJcxmYPIfUhMPxrAj4HrHta2nd+DTTt/2RqYOrGGfkabXytFhFjq4voY74WemyddqLBluLGltLOjtKFu0Fi45MNcX+Nrb3TOLVzER6lAsB2PUeiO+C4IY2FIWIqpBUFRp1hTEajFIkY1WPsapHtSqpUqBKgbga5Ngc+Md9yAK8HLImR64d8fEpB1aGpISSDEhdQUKhTPDy0qMg8xREnoIOeRUKRnmbqqFt9m4/tG/Oh5eLkJEw14SPNdYwXp/F1mVt/GBQ0DhpFXYugRiMMzrSw9Tm9Zz6/peH++P7gr5iIzJcTcqcyx5RT5YGMn49rprAikmiUQ/N8FCVIN9MFQJTCGJGGFPV0RUVTaioQgSkxXfBy5Qtt8sXUjEPro4MhbAhA5MALQyes6/5QHFPsK0WC+yhoxOC2jj6UCFbsTfcTNpgpwOCk90E2a3glcmc1QhVM0CYgaFBYRdkN5YPoULrxYGBgaBMiKaDqkN4TMWhrYL/s8jnUTZvJjRxIoVIhL/qP3VnZ6cWi8X2eZo8Y8aM3LRp02yABQsW9L/wwgtRy7L8LVu2WHPnzp0C4DiOmD179lusd6ZMmVLauXOn+bGPfWzM2WefnTr33HPTAwMDSldXl3HJJZcMAoTD4QNFGL9jnHPOOYOqqjJ79uxiX1+fDvDEE0/En3/++fi0adOmAeTzeWX9+vXW6aefnr355psbHnvssaryuPU1a9ZYjY2NOVVVufTSS/eZmF9yySXjLcvyR48eXfre9763o6+v78+ei33hC19ofPjhh6v7+/u17u7ulRMmTHA2b968+pFHHon98Y9/jJ9xxhmTFy9evCWTyahHHXVUprm52QX48Ic/3P/cc89FR5KeY445ptDX16e1t7frHR0dWiKR8CZNmmTfcsst9Qca5/jx4+2mpib7pJNO+jMyY/fi8ccfj33jG99oLBaLyuDgoDZt2rTCwMBA5kCf2wsvvBBbsGBBv6ZpjBkzxj3yyCOzL774YjiRSPgHunf2Jz2lUkmZMmXKNIAjjzwy89nPfrb3qaeeis6cOTM3lOf01FNPxdevXx/+7W9/m4RAQVq7dq31hz/8IX7RRRcN5481NDR4fX19aiaTUc8888wswMKFC/vOP//88UPnO//88wcA5s2bl/v85z9vALz44ovRz3zmM93lPhTa2tryvAO8/PLL0X/913/tBjjssMOKzc3N9qpVqyyAY489Nl1TU+MBTJw4sbhlyxazv79ffbvvzyWXXLLPNaqrq3N37979f9KVp0J6DoKvHwtzEvDHXb/h5iLQfS+8ei8AQ3evDWwxgeb3pg9SSGxcbPFnKJAHu333+9cvRjwZl4oSPIWXK2Hj47ABFCnRPA/F87AlbAI2S8GvYe/AEQgsDAGGkJiKHyxFEVP10YVEGMHcNxRXUOrWoIwPI0qhffv0Zz6L0wiUlzoVRuswQYcpBkzQoFmHZhUatCGFBcCngErOV8g7krwLOU8h72ukioJNnkrKFaQ8waBtMViIM1CMk8onSOXjZApxssU4uUKcgmNhCw/0Iuh50HMIMwVGBmFmQSsE76lF0GykaoNaQmol0IpBfshfAMXXUaWBKgw0VUfXNHS1hEcfH51+EoekZ1O7aQvjGt/kxFkvYKp7C6KmCnG29o7j+Q3zWbd7KjnqmDTdY8YcG6Vax3Z8io6H5/tYIUk8DsmwTczQCakWIc0YJjeasl/OjXQCUuEVypZ7ZdauGAxnM0l7hNA1VEnXJVC7FNBMKHQHRCW1FnLbAsVHMQLjgNqjg1wbsz4gIYoaqDgSwAO3CNktZTVnY0BmANRQEJaGAm4aip1BQwS5OfFDINIK1qiApFnNAfmpOiRwdFMNCI+uOLRV8E+Jt1NkRsL34dVXCR11FIX97ezfKSKRiG/b9j5H2d9iXgiBlJJjjz02/cgjj2zjbVBXV+etXr167a9//ev4d7/73fpf/vKX1XfdddefrTi8E1iWtTdieUQNvGuuuaZjKBRqCI8++mjsueeeiy1ZsmR9LBbz586dO7lQKCgAhmH4++eQDOX0DP3d0NDgdXR0GAMDA0oymdyHaM6aNau4bt26sOd5qKrKzTff3HnzzTd3hsPhw4a2CYVCcsGCBekFCxakGxoanIceeqjq5JNP/rNyNs4+++yBe+65J9nZ2amfd955/W83zg0bNhjhcPgdEeF8Pi+uvfbaltdee23txIkTnc997nPNxWJROVi5lLcro3Kge2d/jMzpGYmR/ZZSittuu23Heeedlx65ze9+97v4QUsgHARD94mmaYxUGN/pcUbi7a6BYRjDb6qqKh3HEX/q+7N/PlyxWBShUOjvau7w90KF9BwEcwyFBcc6zE9NZmnVIOe0mzzTsINRbReyfvqHSX5jM95mDTsfo1iIIaUauFIhQfgoWgkzNIgVTmGGUpjhNIaVxgylMUIZDCOLUIJcDSlEoLy4Ko4TwnasYGmHcBwTpxTCdUxs28JxLFzHCjIohB9MrLUi6AXQcyhmJmhGDowsQiuAUcKP+Pimj6+BxAXPLtsul2DEw7whV+i3FLiRAgWBkAr4KvgaJc9AegbStcA1wdfAV9EUn7CZI2zkCRsFInqJqkgvjTHJjuLeQwrAFIHiUq/CKBWaFZVqqaNJA8W18ImRMaKkQhHSYYtszGS1ovCaFBRsKA5IigMSe8DDTnu4joOr2gEZMXIBUdEKMERClAM4CFgdYAFVb3NDeDo4IXBDSCcEThjphoJ1xWpwLBTPwvA1dKlioGKhYCGwhCCsQFiRRFWPqOoTMxxiCZeqhEM8bpOMFEmGS9RYBZJanrjMEXFzRN0shh8QGilhhQ2zin/EN56mo7WW9Xum8Nhr/8L6jsl02TVs7Z7A6o2Hoake849ex/n/soTJkztwXMg64BZ9wrpGY5VGY7VF1FKxVBVNKCPEGb8saznguGU1pxSQGWRAdMSI0LKgCiqgBiRCUfaSITzwfJD5wHQgtSZQdLxCsH90wt68nMg4KBsgDKufXilopY4gJyezHjKbwC8G+2sx0OKBkuMVgvwfPRnYS9ceF6g24THBAaVTdoTTg35qYaiZHYS1qWZQfLTi0FbB/3EoCsybR+FPb/mnUVdX53meJ/L5vCg/yWfVqlWR9evXG5MmTbIffPDB6k984hM9J5xwQu7aa68du3r1anP69OmlTCajbNu2TZ85c2YpEol4qVRKaWpqoqOjQzNN07/00ksH29raSpdddtm46upqv7Gx0R4K3SoUCsJ1XRGLxfxx48Ydsm3btjXvxlgATj/99PQNN9zQfMUVV/QnEgl/27ZtumEYcnBwUE0kEl4sFvOXLVtmrVix4h1V1o7FYv4FF1zQu3DhwrH33HPPdsuy5Pbt2/XHHnssdvXVV/fPnDkz99nPfnbU7bffvlvTNPL5/HCNxRdffDE8evRop7W11fE8j1WrVoVmzJhRmD9/fu4LX/jCmI6ODq2urs594IEHqq+++uru/c998cUX9y9cuLB1YGBAe+655za83TgP1Pdzzz239TOf+Uz3iSeeeEA1I5/PKwCNjY1uKpVSHnnkkeTZZ589cLDP7fjjj8/84Ac/qPv0pz/d193drb3++uvRO+64Y+fKlStDB7p33sl1HsIpp5ySuvPOO+vOOuusjGmacuXKlWZra6tz2mmnpb/61a82DxlndHV1qQ0NDV48HveeeOKJ6GmnnZb90Y9+VHP00Ue/bQGQY489NnvPPfdUn3322Zk33njD2rhx41vCShOJhJfL5Q74WGFo/3POOSezcuVKs6Ojw5g5c2bxtddeO2B46tt9fw60/ZYtW6wLLrjgXXHV+38NlV/4g+CN0G6+tFrn3yb2INeex8P1DzFhzFXUGe2sW3Q2/U97KIqHorroihskmw/lckiBlAquVEj7Gr6nIf39L7WPqtnoRgHNKGCYeXQzh2llMa0MlpUirhZQVAdFeCiKD4qNqrmIkI/vK7i2hWOHcLMhXDtCqRTGLkUplmIUJtdSPCaBd4IFx4ggWaUEvAj8AfijjbFxEDM0gB7tRot3oMU6UKM9KJFelNBAEJ7nCUqeRslVsH2BJxyw0mCmwEwjQv0Q6Q5IVxkukC638lADWUyCSjAf9gnm1UWg0wvaSiCYPHsE76SB7kAg2F9Ml0pAtBwL3ICEoERACQev8zV715fJytDS8FUMFEJCYAn2IyQeMc0lrrkkdJuEblNlFImbRaJWloiZI5ooL60UEXPP8HpV+fMfnNiKTlaLktMiwVJEyLoR0qV6OnIhigWDUk7DySu4ueBeCvklPjDpj1z11Ge5/48fY6BrFEaoQE1jJ7mBKtKDSeLxHAs+9DrnnLmK+toCmqej+Y1EdJV4WKU2qRCNCCxdBkWMoGxWJ8r3ryg7qNnl3JyyyqgawbUd6R8+TGyGjjGk9PhQ6iuHnJUVGbsv2M5qgJqjg9o3sUlBMdAhIuW74KWD/T0X8lsDopNeG9TfgbLiM3SdZdDXyFgIzYHQmOC1Xs7F8Z1yfySoatB/VQuOoYUgMSMgQHos6FfFoa2CCt51zJ8/P/Xkk09GP/CBD2QADj300Oy11147ev369aEjjzwyc/HFFw+qqspdd93VfsEFF4y3bVsAXH/99btnzpxZ+tjHPtZ7+umnT6qvr3duv/32nZdffnmr7/sC4MYbb9wFcM8992xbuHBhy0033dSs67p84IEHtiSTSV9KedDH7bNmzZo29DT+7LPP7p85c+afJHof/OAH02vWrLHmzJkzBQL14N5779123nnnpb7//e/XtbW1TZswYUJx1qxZ7yj8C+D222/ffc0114xqa2s7xDRNGQqFvOuvv35PeXztn/70p8e0tLTMqKqqcst21rsgCCG88sorW4YUtUMPPTT3xS9+sTscDsuvfOUru48//vg2KaU46aSTUhdddNHg/uc94ogjirlcTmloaLBbWlqctxunpmlvIT7r1q0Ljxkzxtl/veu6wjRNv7a21rvwwgt7pk2bdsjo0aPtkdfmQJ/bxRdfPPjyyy9Hp06deogQQv7nf/7nrrFjx7orV6484L3zTq8zwKJFi3rb29vNGTNmTJVSiurqaud3v/vdlg996EPpN998M3zooYdO1XVdnnzyyanvfOc7u3/yk59su+qqq1o+85nPKGPHji3dd9997W93/Ouuu677ggsuGNfW1jbtkEMOyc+YMeMt90NjY6M3e/bs7KRJkw553/vel/rc5z43TEj/7d/+rfviiy9uaWtrmzb03RgyuDgQmpub3YN9f/bftlQqifb2dnP+/Pnv+B79Z4B4Oxnt/1UcccQRcsmSJX/VMZ757ytZIH/JWO8c3vTvxqg5F7vwAod0f47EC814vobna/i+hudpeL46/LfrBUu/vM7zNDxPx3UsHNfCdUx8z8DzdHxfQ/oqUg5NJv9CtAKnlNv7gJry+uUEJOcPBIRnn3/r/gh35v2Nl0diaHLsIRQXRbfR9CKamUfoJRS9hDDzYPUi9QxSLYJWwFeL+HoOX8vj6TmknseP7Ea0Po+/7VSwWqEhCqNj0BqG5nAwGVVDKB0m1iYIbYLIJp/IDkkMl6jqkdBtokaJmJULyIeZJWKVl2ZuLznZf2lmiVjvKLSWgm2RLUbJlSJvXTpRckaEbChKLhYhm4iSq4mQrY+Qa4yQjcQCUqNHySlhcv1h8rsNirsN5C4fdaeDusNF2eEieiVCCpACv7yU5c9FSkAIfF8wIdzB8m1HkGzqIBLO0L1rLHYpxPjWHs7/ly2cc2oPuqah+AZIHSukEIsJqmsEoZCCqo5MIisTF+kFJMfJBaFr0g+UEKHvZyk9FCo/og2t8wowuBIGlgVKTr4cSaPFIDF9L8kxEsE+vhuQkqFQOAGU+oNwt/QaKOyGt6QTKIGZQXhMkIMTaS2HwBlBCJxUyvezUyZGAvRIoN6okcAswUgEfVLNoM9mLZg1FYe2Cv6fhxBiqZTyiJHrVqxY0T5r1qzeg+3zt8BLL70UuuWWWxp/85vfbHu7WivvNu67777Eli1bzP/4j/94i7pRwbuD/v5+5cILL2x9/PHH97Fa9jyPmTNnTv3Zz3627YgjjigebP8K/vZYvHhx1dKlS8Pf+ta39vy9+/JeYcWKFbWzZs1qPdB7FaXnIDjxS3fxpVcmc+3vrwNxHHbfb8C9lTW3fhZF8RHCQxE+QvFRRDmkTUgEHkKRCOEjkOUH6LKc2yFRBBiajdBLICUCiRASKSVSKgFZkuoIUqXj+yq+pxHoJGVUAe+TcKqEkwVMKE/advmIR12Upx2U5xxEtwQUZFl9krqK9BWkLBMtuW8cmyJcDM3erznBMmxjRMvLSHkZtjFC5WaVm2ljmA6G4WEYCoZhYOhg6Dq6YuKoRZpONYjJzUS8HNFclkg6R7QnS8TPEVWzWHoJ4sDscvsTyBbfSkoyxRidg41kSwchLfsvSxFyxcjw9rliBL9Og/HsbRPk3tej95so5yRsBbZKWApsEbBVwBZgO4HSNhLCD+4lxQ9Uw/JSqB6q5qOoPoq297XvKqzaeSi1jT30dTaSEo0cM7efSy/YzuEz8/i+geeNQtchGoFkEiJRsPZPURkKXfMK4GRBlsq5NxoIC5SDEAAx4l6RHmS2wMBSGHgzsJKWbkCUEodA3fGBK1pozN5cIOmVz+MHREW60L8cBpcHJMnf7wIZNRCfCrG2gDCFW4Icn+HnND54Hsgi2JlA9RFqYHttxAO7aS1WJj76vv33SxBqCkhQBRVU8J7hmGOOKbzxxhvpoRo1fyt85CMfeU9r7lQA1dXV/v6Ep729XT/ppJPa5s2bl6kQnn88uK4rvvzlL3f96S3/OVFReg6CZ7Y9w4IHF9DbdzqE7gbrYuh7HB64H9pPfIdHk+iqcwAyMaKpI/8uvfV908aYZGNMsTHaHIwmG0PaGAUbY5eN0WFj9NoYJRvDKDd9RBs6x1BTyk3YmKKEgY2BjfrXmfUcFCVhYAsDD4WozLHbG0VfqobcQIRsZiT5CB+AlMT2IydRcsUIOUen5Asc1Uc382haCZB4nolbjODYEexCFOmb+3wWgYJQVtYMApVsPIhJLmqbjTLRR7YquGMNZHjf5wKhVIpoXz/RgQHifWmifRmq+jIkBjKEMwUUKVBF4JTmeeA5BsVCiFLBIlcIU8iHKJbCFEshSkWLUsnCLplBKxiUigalglEmowdGOOTwL6f1cPGCPhrqHHw/iMO3LIjFArITCrGPu15APGxw8uDlGK5pI/SA7PwpSFku7PlmoOYMLge3rI6HWyAxDWJTITImOK4iysqL2HueYk9QCHRwRZnkjEzwKrumJQ+H6jmBLbV2gLB46QeExc0GpE0oAXExm4O6OmZNkKuj6Pv2XZbz7YbUKSH23aaCCv4fxz+q0lNBBRVU8LdERen5C/DGnjf44rFf4vqn/4NzGsfz6K5fcoE5BnnxZVyoNKEpLrrioakuuuqgqy666mKqNrrm7FVH1EApeVfRFzRXqNiKEbRmA3t0+bVq7F1fblkluu86aWD7BranY3vBa8fVsV0jaI6ObRvYtrF3Yl40sEsGdiFopYKJnddxCipOQcPJ6zg5jVJWw84a2FkTu2ThuDrS1wKzB2DWKStY8YdZ7BNKJzx0K4MeyqKH8phWHsPIYxl5LLOAZRUw4jtRfRU9m0TP1KBmapC5atxclPyAyUG9v2tBbXPQp5TQ2lzEBPBbVJyxOnadOaxsSDSkDVZvhkhflthrReK9eRJ9Jap68iT6chi2j6qAgkQTNqoIisYKP4FHLRIVVB1F0UDV0EI61OpIoQYRY4pA18HUXMJaDl3mCClgKAJTB6PMxUq2Ri6vkS+q5PMambzGtu0Wv/tjDbf95xYOnZ5HSjCMgOxUJyEc2U/VkS54xSBsTQ4RDCUwC/hT+SvSA3swICgDZaJSKkeJ6MmA4MQmQ3wKmFWBQqTpgT200IPaOplNQaja4ArI7ybI1RrqhgWxKQHBaTgJQo0H6YcbKDhuYYTVdWivQYFVVyY5b1PUSYh9w/QqqKCCCiqooIL/c6iQnoNgjrOFBa/9kl81Cd5vbeXpUfDhzi38vFFhdrSHkmJQVCwKaoi8GqZfi5Mx4qT0BCkzQUkLvYV4DLcRpKSkmHvXUyYiioFtGNh6+XXJwB4wsLt17F0GdtrEKej4eTWwkS4QLPd/Pfz3UMEXATkBxYOpCAfzkvYRYigMT/zJ/CNdL2GaeSyrQDyWwbBK6KaNZhaxXZU1z05n2rF/oLaxB8twiWolTOniZQ1y6QiFbITBVDWD6RpS+XF0FKOUbAvX0w54XmF5GIeUMCY7aJNttIke/jgVe4xBoTmEF9bxCBqANZAj1p0muilL/JU88f4iyX6HZJ9LLC9RFQUhVTyp4QsNX5pIEQWh4ZsqQhOgqjiKijAVdB003UfRXITmAT6aKCE8B03aRFWHsOoStyBkQcgAQ1XRdBVVV9A0NUitGSG6ymFDh71pV1LCWacOMLWtQCgUhLAlqkaoOrJsF+0UAiVEumWlRQMRGpG/4wfvSX+vAiJE4OiXWQcDK4L8nNw2hklGdGJgQBCfGrw2ogFxUXRw84FpQe8GSJWNB7z9zG2EFthR1xwFDSeDVX+A268cBufbQc6PdIPRq2ZAisKjA5Kjx9+e5FRQQQUVVFBBBRXshwrpOQjeKML9jZL2SZczsHsxhdajuVv5I7/xGklYDTTY3dQ73YTsjrfs60tBr1dLl91AV6mBrnzQurN15HNx+vNJBjMJUn6c7ol15GdHyc2JUZwQhPOofQ7G80WUp3yc3+vYW0Lsnez7qKob5A75QwTkQJBBfojiIwjqqUhJQFoUBekrvFUZORiRUcr7HuxqBXkaquKhaU4QimeUMA0byywQCWWx9CKGVkI1bLQxKmZfmI4dM0hlqsnkExTt8LAS9Fb4GE020cl5zClF9MkuYoKP16KSb4qSrYlhKyFsgjpAqu0Q70lR09tN8uU0VT0ZqvtyJPtKVKdsDMUCPY6vmPgijONHkFLDkyquqeChgaKiqgJdA00TaNpewUCqgFY2AhNBXQsdhZBiEFIgEYaoFSFigGmApoH0PfBdpPTBdxA4eNJGOjaeU0SRIDSBrkkURaCoKqqmIBQNVRVBNJYKR88tEI8FuTqmTkBi/FKQ0+LlykSh/NkOF/B0YbjWkxok9gszeD/XHoSs9b0BqZV782Ii46Hp9MBGOjo+qH9jJAL2ld0CA0sCopPZAIWR+ZAKwwYE4bEByak5MlCE9ldbZNkO2y/tJTiKWa63EwUzAUYdmNWgWhWzgQoqqKCCCiqo4C9GhfQcBP922l3QdQH9jyzg/o0L+OD4X/OR/32M17Yeyf1mEUsvYJl5amN9NCd305jspCHeRV28h5pYL8lIing4xWhrO4ckVlFVnyKkH9AynT61mq4lDXQ91UDXrga6djTQNdhAV6qBrngDXePr6cnU0purwZNaYJAgFXzfD5zivAN9jALf1xDSx7BymGYe08xhWnksM49pFTDNAiGzgGkEqkzIKGDqDqriokgPPAPfMfDcIPTNdQwcRydXCJHNJcgW4+SLEYqlCEU7RMkxcRyDUinMn3ai209V0kGfUMKaVsCcWkJvc2AclMaYZBri2CELG4ssQeJ5JJWhqref1q1bqX59gNq+NDW9WWp7C8QyNj4mQrPw0fF1E6la+EoUIia+FEEqiOqhiAymGURm6VqQJ69rDEeBoYKqAIqCrikYCqi+QPMVNIL8nYilYBkKpgGqoSBEYBwhFAVVAcNUUDUFTQNdEyiahqrqqEoYVQui6xThBeRU+ggc8F2EtMHPIZTABj2wV5WB65lbglKubC9NoIYooUB5UbRyvkqZ+Aw1lKBYZ+9L0Pcq9C8Bp2wsHmqC2nkBOYmU82kUMyjymWuHrqcDgjNUSBTK5xtBnPU4JI+A6iOC3ByjasTH7Zf76gSKkvT22mCHEoESpVllwlMdnL9CdCqooIIKKqiggncJFdLzdmg4EXXyVVwZvokntxzPlEOW0TJ+Y5BQX4iRK0bI56Ns6JzMm9sPJ1+MkCtEKBQi+EN1eSYybCUdPi5Hg9VFQ76TxjVdNKzuoqG9i4ZUJw3RbhoSXcxOLqWhtYt46MDFlFP5OL25Gvpy1QwWqkgV42TsGAUnIB62Y+F7BtI3CRkeIdMN3OUQw2qPj8/etG6JJ8FHIpG40sdD4iPxhI+Hj+dLPBls4Q+5FUNQw9IPQqMURaIgUQUIqZIvJBjMJhnw6xiQtQxQzaCoZkBWk5sZo6qqD2uqjd+qUmgOka2N4SgmDiYZQHUckv391PX20rZka0BoejJUdWWp6Slg2AKEhVRVpGLiqTpoNaCp+DEVYekYIRXN0NFNdZjU6HqgvCjq3lx2qYAnghAxVQ3eUwHDB90DRYLiSYSU6CpEwjJQWgxJyAJVc9H1ISc+UFVZJjKyPGcfYe08NImXQ+vFXgfoke9D4PinDsW9uUFhTRmodqhmoLwoBntr5hwA9iD0vwa9r0Hf64EZAYCeCHJq4lODejVGTZCzk90G3c9Bflug6Hhlj3PFCtQeqymomeOXghadGpCc6iOCQqPD6pIXGBV4I1Qc1QItCuGqYIkfhL0pRtAfvUy0KkSnggr+aZDNZsWJJ57Y9sorr2zQtHc+5bjxxhvrFy1a1Lt/Vfm/BqNGjZqxZMmSdU1NTcOWcvfee29izZo1oa997Wud79Z5DoS5c+dO7u7u1k3T9CORiP+Tn/xk26xZs0qlUkksWrSo+bHHHksahiHLtXh2L1iwIJ1KpZSrr7569PPPPx+PRqO+oijysssu67n22mt7Pc/j8ssvH/PSSy/FhRDSMAz54IMPbpkyZYr9TsZfwYEx0mZ95D1y9913V02bNq04e/bsIsA111zTfMIJJ2SG6lG9F5g7d+7kW2+9def8+fPz8+bNa3v44Ye31NXVHaDiegUHQ4X0vB26nsHfcCc3PvFlrjr5Tv571fU8u3akc5scthoOlBUFP6nAmWJvzZyW8qbbIP9QhG1PtbLr+WZCuTyRSIZ4dJBIJEPYKhAxC0RCeWJWnqpwmoZ4N3WxXqpjAySsDFE9R1jLE9ZyjKnppk3bRkjPYWoHVpBsz6DoRCg6YQp2mKITtJITouiGKDqBk1jesfCkiUDiKyoFU6doWRRCFgXTwgsZOKYZrLNMCpZFwQqRNw0KpknBsCia5fWmRcm0KJaXUjlw+N0gdcQyg9T099Cyezt1q/qpHxikoS9NbX+a6kwe1dVAKgjXx5M+QlED5pIIYsaEYiN0E1UvoVoWwjRQLANF0RG6QOIhFA+JglTAVxSELlCEQNMFEgVLERjlIqW6AFWWSY4A3QLTgkgEQiGBaQoM7R94Ti498PPQvwJ6X4X+NwLiggzIRGwS1M6H5EzQawJik9kE7XcHCo5bVn2EHtTAqTo0UJWKe4IQtsLOoK5N/YllNefQgLxIWVZwCuW6O+U6P2okKPqpJ8CIAeWcIvzgHEZVWVEy/oEvagUVVPDX4Nvf/nbtOeecM/CXEB6Au+66q2HhwoX97ybpORAuvPDCFPCe2lwP2XYvXrx46/z58/O33npr7aJFi8Y8/fTTmxctWtTc2dmpr1+/fk0oFJI7d+7Ufv/738fKfWttbW0ttbe3r1ZVlT179mj/+7//Wwvwwx/+sHpoP1VV2bJlix6Px9/TawXg+z5SSlT1b5tf6TgOuv73cd4ceY/85je/qXJdNzVEem6//fa/ad2bj3zkI3233npr3c033/yekvR/NlRIz8HQ9Qy8uIArFt/Pgy+cyDPrTuT+f13Agm/fz7NrT0TTbFTFwzcF7lE68iQ1IDmHB7uLQZ/Iqxma7tvD1C3rmcE6auMDaK0+okWAryIJQpaGhBgg+EQEoARqgfSSDGQTpFMCxZdBAokIRAAZyDa4hkBEXbSwgxYqYZoFTKNISM8RsTJEQxniIk2T7CIu0wccbk4N02U1BC0ULAesBrqtqr3ryy2tx/n/2TvzuKiq//+/zp19YMAZQBAQUGBmmGEzFkXUxC2XNBVX3FNRy9LMyp/5MT+Wll+31LRMM0MttzRTy2xRcSk/ggqyDAiKIgIq67DMMMv9/TFzcURATc2l+3w87oO59557zvu85wDnfd/v8z4ckxnCujqI9JZDqK+Dg04P14oKCPU3IawzQqSrg1BvgKBOD6Hekk6bp9OjWixA0MV8SAx1lgFIrOuOaBOI2QgKelBmAwhlBofPASXggxJwQfEpUJTREu7FM4Dw+ADfDAIeCKW3eGgoMyxLcmgQigaXosHhUhBwAB4hEHAALiHgEAocALSZwAxLSBoIBzwBFyIRwOXxwedRoDgc60adHMBMAQbrH3hLKrbbn62etNuTd9v9j+7cC+nO6/h7E37aBMAIGOuAyixLuFr5OcvmnuY6AJRlPU6rfhZvDiUEavKA6kvAxWOWMDcGkacli5rQzeKdqbkClF8Aqi5a990JtNQjC7Okp4ZNwgFDmcXo4QgsWdT4rSxGDldoiQ9kUkybjZZwNr6zpRxH0Hi/WFhYnit27tzptH379kuA5a35ggUL3KVSqfHSpUvC9u3ba7ds2XKVw+Fgz549DgsXLnSvq6sj3t7e+u3bt+etWbPG+caNG7wXX3xRLpVKjSdPnswePny4T2pqqh0hhB41atStDz744EZaWpogPj7eu6SkhMvhcOhdu3ZdUqvVjb8NbILVq1c7JSUl2SUkJFyNjY31kUgkppSUFLubN2/yPvzww2sTJkwoA4D//Oc/rnv37pXV1dWRfv36la9cufI6APTo0cO3sLCQr9frqalTpxbPnj37FgCIxeJ28fHxxX/88YfD0qVLr9m22b1796rPP//cVavVUt9++63LpUuXUkUiEQ0ArVu3Nk6aNKksPT1dcP78ebt9+/ZdYgwMd3d346JFi4oAoLCwkOfq6mpg7vn6+tani12/fr1s+fLlbjRNkx49epR//vnnBbbtT5s2zcPb27tuzpw5NwFg1qxZ7hKJxPTf//63uLF+ZmVl8fv06ePfsWNHbXJysv2+ffty5HJ5ox4lW69EYWEhNzw8PKCgoODC6tWrnQ4cONCitraWunr1qqBPnz7lX3zxxTVGV6NGjbp58uRJiaOjo+n777+/5O7uboyMjFRERkZWnT592r5v377lPXr00M6aNat1TU0NJZVKjdu2bcvz9vY2NDYOAgIC9NOmTfP8448/HAkh9DvvvFM4efLksgMHDkgWLlzoLpPJDFlZWaKgoKCaH3744TJFUdi9e7fDO++801omkxmDgoLqdzRnxsiYMWNKfvvttxZ//fWXZMmSJa2+//773Pnz57d6+eWXKyZMmFC2b98+yZw5c1qbTCaEhITUJCQkXBGJRLSHh0fQsGHDSn755RdHo9FIduzYcaldu3a6yspKauLEiV6ZmZkik8lE3n///eujR48ur6qqIiNGjGiTnZ0t9Pf31+l0t7NQjRgxorxjx45K1uh5MFijpylKzgCddsLx5xhwTtUhvdgP4zZsQkTbMzjKj4GxJx/ml0ygowloIQXKYIbHxUKEHMhExJU0tC24BspsDSJzsvwwW5MO0BSNKjs+aoQCVAnF0PFFFm8JTwAdh49arhA6nsV7ohcKUCsSQi/kQyfgQy/iQye0XNeJ+NAL+DBz7pF+2Apfb4B9bQ08tNfhUXUd7jVFaFVTBFddMVz0N+BcdxNOFbcQWpoGKX0MErrCGhp3J0YzD7UmCWqNjqg1OqDW5ACd0cHy2SBBbZ0YNbV2qDU5oI7YgcCyEP/ObWO4qDNxYYAZHNoAmM3gUlwQnhi0SAiznQgcIR8gRtAUAA4NIuCACAm4fEAgMoPLNYLimMHl0JZsycTiteETAh6hwCEUuBQHFE2DADCZaRhNNMxWZzBNAQIhDZHADIpLg88xgNCWvX4AAAYaqGNiz6wvzmhmo1nKct12aRIhuCOJALFmuaMYo8jmGmMk1X/m3P5ZbwTZZMlj1uQAQG2Bdb+c80DFBUt6aMBitDhHAyJ3i7FSe82SMrro59vrcHgtLF6cli9asqnRRqAizbK+58bvljIid8DtJYuR4xhskZ+2ZlMzllnk4Iise+I4WNbycPiWNgmxeIfMeothxBFYwuK4YksZFhaWJ8Krr6J1WhrE9ypH00BNDSixGOZ7vY8JDETNpk3Ib+q+Tqcj+fn5AoVCUT8xvnDhgt25c+fS5HJ5XZcuXfwTEhKkvXv31i5evLhVYmJitoODg/n99993+/DDD12XLVtW+Pnnn7seO3Ysu1WrVsbjx4+LCwsLeRcvXkwHgFu3bnEAIC4urs3s2bOLxo4dW15TU0NMJtNDu46Li4t5SUlJmvPnzwsHDRrkN2HChLI9e/Y45OTkCFNTUzNpmkaPHj38fv75Z/s+ffpUbdu2Lc/V1dVUVVVF2rVrpxo9enSZm5ubqba2lgoMDKxlPAH/+c9/6tvYs2ePo1KprM3IyBC0atWqTiaT3eWhOX/+vDAgIKCmKY/KmDFjSrt06aJUKpWSzp07V44fP74kOjq6Ni8vj7dgwQKP5OTkTBcXF2Pnzp3lW7ZsaTFmzJhy5tnRo0eXzpw504sxevbt2yc9dOjQxab62bZt27q8vDzhhg0b8rZu3Xr17+o2IyNDnJKSkiESicx+fn6Bs2fPLvbz8zPU1tZSL7zwQs2GDRuuzZ49u9WcOXPcExISrgJAeXk558yZM1l6vZ506NBBcfDgwRx3d3fjhg0bpLNnz/bYtWtXXmPjICEhocWFCxdEmZmZ6YWFhdzIyMiAXr16VQFAZmam6Pz585d8fHwMYWFhyl9//dW+c+fO1dOnT/f59ddfs9Rqtf7ll19u21D+nj17Vvfo0aOcMXJs79XU1JApU6a0OXz4cFZwcLB+0KBBPkuXLnWZP3/+DQBwdnY2ZmRkZH7yyScun3zyieuOHTuuzJ07t1VMTEzlrl278m7dusUJDw8PGDBgQOWKFStcRCKROTs7O+P06dOi6OhoFdOOi4uLqa6ujhQVFXHc3NzYELf7hDV6mkL1LgDg3DnA5M6Dfqgj/te3M36PeAlwsBSRlVXCM+8GXEtK4KjVwsTlQucgxLHwaPwSbQ39EghQKxBCJxSgVsCHjm9JR30/UGaz1YtigLDOAKHeALHeAGlZFUR1pRDVGaxHHezqDBAb62Cn10NsrIPY5p6ozvI8h6ZhtDqLaJpY1uNABBAfcIgPKimgmjLjGgVwKTMomMCjqiGgtOBztOBT2rs+txDcgivnEgRUFUgjBpLJzIHeZA+dUQKd0bL2CDDBYBSDUAQURUA4FMDjgsOjQHEIOJR1LxwuAbiWFNGEoiw2A2BJn00DHCMNyggQ2gwCGhTNGCeWhAC01f1O06hfb0NxaHAoAooCqDu8MozsDfpAN3Hd9vyuMowxZHudblDOtk00uG+D7ayD2SBUf9NyzpVY1tHwZZb6dNeBW3/e3vSTI7JkYXPrbfHQ2LW1JB6oSLMYTfl7LIYJJbCEsnkOAqTtLGmhaZPVm6OzZHpj1uNwHQG+nWUxlO2mpuY666antMWrJHS9e5NQFhaWp56aGlA5ORD5+aHWzu7hdqsuKiriSiSSO9aNBAUFVatUqjoAGDZsWOnx48fthUKhOTc3VxgZGakEAIPBQMLCwqoa1qdUKvX5+fmCcePGte7fv3/FoEGDKsvKyqji4mL+2LFjywFALBbbrjz92wwYMKCcw+EgLCxMV1JSwgOAQ4cOOSQmJjqoVCoVANTU1FAajUbYp0+fqiVLlrgePHiwhbXfvPT0dKGbm1s1h8PB+PHj75gYjx07tq1QKDR7enrqv/jii6slJSX3PRd777333Pbt2ycrLS3l3rhxI9XX19eQk5OTtn//fsnvv//u0LdvX0VCQkKuVqvldOjQQevu7m4EgOHDh5ceO3bM3tboiY6Ori0pKeHm5eXxCgsLuY6OjiZ/f/+6pUuXtmysn23btq1r1apVXffu3asfRredOnWqdHJyMgGAn5+fLjc3V+Dn52egKAqTJk0qBYBXX321ZPDgwX7MMyNHjiwFgNTUVMHFixdF3bp1kwOWMDsXFxdDU+Pg+PHjkmHDhpVyuVy0bt3a2L59+6oTJ06IHR0dzUFBQdWMZ0ytVtfk5ubyJRKJydPTUx8UFKQHgFGjRpVs3LjR5X77lpKSIvT09NQHBwfrAWD8+PEla9eubQngBgDExcWVAUBkZGTNjz/+KAWAo0ePOvzyyy8tVq9e7QYAer2e5OTk8E+cOGH/5ptv3gCA9u3b18rl8hrbtpycnIxXr17lu7m51T7gV/CvhTV67kHuGQAUQSVj6dhwSyrFLan0jmt8gwFC5qgzQGQwooXBAHFpbb2RItYbIKozWkLADEYI6wy3jRRjHeyNRoiNdRDSRvBtI6fALJCHJfkAbU1MYAIMJsBspmA0W0O2rJvQ06BAIICBJ4CZmMHh0OBxaPDrnRGW5AOUrSejPj81DZiF0NMy6IHbDg+bf4M0TcNME5hhBo+uBpdUggct+FSlxTAiWgipcgipStjxK+EsvgoeVQMT+PVeD0IA2jbUi/GAmACYCIhtkAIh1pJ3vshjnqdpYlOUWAwx6zOEADCgwb9DG1dN/aNNhZ81/GkLaXCribKE3GnzNLR97pCpwbm5Dqgrs+yTQ7hAbSFQft5aL8di2Lh0thhCdm0syQmM1UB1DlCZCeTvAOpKLOXtfACPARYjx0Fu9dDYpLvmiW97cbgCNLqhqbnOGkoHi1EkdAO4ItbQYWF5CmnOI2OL2Qz89RdEHTqgtoklmfeNnZ2dua6u7o5aSAP3ESEENE2jU6dOlfv377/cXH0uLi6mtLS0jL179zqsW7eu5Y4dO2Tr16//2x6H5hAKhfV/iGnrCymapjFz5szCd95555Zt2QMHDkiOHTsmSUpK0kgkEnNkZKSitraWAgA+n29uuJ6JWdPDnLu6upoKCwv5ZWVllFQqvcPQDAkJ0WVmZopNJhM4HA6WLFlStGTJkiKxWNyOKSMSiehhw4ZVDhs2rNLV1dWwZ8+eFj169LivBfX9+/cv27p1q7SoqIgXGxtb2lw/s7Ky+GKx+L4MYS6XS5tMFgdETU3NHV86n8+v1y2Hw6ENBkOjnjnbscKs6aJpmvj5+dWeP39eY1u2tLS00dFKN73XBgQCga0cMBqNpGG7D0pz7QG3xxWXy6WZ9miaxu7du3NCQkLuCslsTha9Xk/u9/tgscAaPfdAQQH/o2kE511FaP41iOqMEJlMEJqMEBiM4BuNEJiMEBoM4OuN4NBmUHoaXDPANdMgJhoUkzwNNLjW6CUuZbZsKEnR9fN8DqFvT5Ftf31t31tZDRIOaFBmwGSNoBOYb9830wBF0SBcS/IvE2yNAcpitNAEMBPQhIaZQ0AoYo3O4lpSl4EAHALa+rzF8CJWI4e2bpZJgxAzeBSBgGsCofjg8R0h4NHg8mhQXAKaR0NPzKiDETDoICpPh50xEzpua9AUDzSHD8ITgKJ4oDg8cAgXlDU8jAIHhLG0rAvgCW0GYAJNm2E2Wrw5gGVNEJdjAo9rBkWZwCFMWesGnPWfTbi9QafNNbN1M1DabM2SZg3nom+3bflM3/4MukE9zE/6zmsN63jYl5BVOZYsai2CLAaOva9lTxyKZwktq8oBSv60GDrai5Z2OXaWxAPSUKBFiHXPHbMl/IwILcYK19G66SjvdqiaLTR9O+00aGuiApnVo8P+KWFheR6gKKBjRzySN8cuLi4mk8lEampqiPXNOy5cuGCn0Wj4/v7+dbt375ZNmjTpZteuXavffvttr7S0NEFgYKBeq9VSly9f5gUHB+vt7OxMFRUVVKtWrVBYWMgVCATm8ePHl8vlcv2rr77aRiaTmd3c3OqY0K3a2lpiNBqJRCIxt2nTRn358uX0R9EXAOjTp0/lggUL3OPj40sdHR3Nly9f5vH5fLq8vJzj6Ohokkgk5nPnzglTUlLsHqReiURiHjFixK3Jkyd7bd269YpQKKSvXLnCO3jwoOS1114rDQ4Orp4xY4bHp59+WsDlclFTU0OYyfWJEyfEnp6eBh8fH4PJZMKFCxdEQUFBtV26dKl+7733WhcWFnJdXFyMu3btkr322ms3GrY9ZsyY0smTJ/uUlZVxjx07ltVcPxuTfdCgQT5vvvnmjZiYmDu8EK1bt9b/73//s4uJianZtm2btLFnG2I2m/H1119L4+PjyzZv3uwUGRl5l+EWHBysKy0t5f722292PXr0qNbr9eTChQuC8PBwXWPj4MUXX9Ru2LDBZfr06SU3btzg/u9//7NfvXp1fmpqqqgxGUJDQ3XXrl3jp6enC9RqtX779u2yxsrZ29ubKisr7zK0QkNDdQUFBXxmLCckJDh17ty5WQM0Jiamcvny5a6bN2++SlEUTp48KYqOjq7t1KlT1datW2X9+/fXnjlzRpidnV0fnmo2m3Hz5k2eQqF4oLVr/3ae+pkKIaQtgPcBONI0PeSfbv/P/B9w6MxWSMuElv1xiDU1sXWizTGbwaXNoAgNHswghAZXYAYhZuvGoBbDgIK5/jmLAWRdvA/a5jptc81sDRdjJtd0vQFAbGWgaFDE5lqDOmDbDm1z3Tp5J/WTcHO9TPXyNEbDNfkMTABDk0kyG6BPvs+CfxcmjbN1nY3tXjWEsnhKCGVdb2NNSkCsG3falqe4AJjsYpTNT+BOb47tnjjkzjrrj4YyNPG5sf11CGXx0hQeAvzfsOynw2CosOy9U54KVGYARuvfV3s/oHWsJVubfRtYdlQV3Q5V4znc9syQJv4U0PTtRAQEAEds2TCUI2QNHRYWlnvSpUuXisOHD9szqXxDQ0Or3n77bU+NRiNq3769dsyYMeUcDgfr16/PGzFiRNu6ujoCAB988EFBcHCwfty4cbf69Onj37JlS8Onn36aP3HiRB+z2UwAYOHChdcAYOvWrZcnT57s/eGHH7rzeDx6165duVKp1Ezbuv4bEBISomLeovfv3780ODj4nobe4MGDK9PT04URERFKABCLxeZt27Zdjo2Nrfjyyy9d5HK5ytfXVxcSEvLA4V+ffvppwcyZMz3kcrlaIBDQIpHI9MEHH1y39i9v+vTprb29vYNatGhhtKazvgZYQginTJnizXjUQkNDq+fMmXNDLBbT8+fPL3jxxRflNE2T7t27V4wePbq8Ybvh4eG66upqytXVtc7b29vQXD+5XO5dhk9mZqa4devWhobX58yZUzx8+PC227dvd+rcuXPjGZQaIBKJzOnp6SK1Wu0mkUhMe/bsudSwjFAopLdv35775ptvemm1Wo7JZCLTpk0rDg8P1zU2DsaMGVN+6tQp+4CAADUhhP7vf/97zcvLy5iamtqoDGKxmF6zZs2Vl19+2U8mkxnbt29flZmZeZeBNGrUqNJp06b5fPHFF667d+/OtX3+iy++yBs6dKgvk8hg9uzZN5vr9yeffHI9Pj7eS6lUqmiaJp6envojR47kzJ49+8aIESPayOVylVqtrgkKCqofVydOnBC3a9eu+kllsntWIfdyxT1U5YRsAvAygBs0TQfaXO8NYBUsPoWNNE1/ch917b5foyc8PJxOSkr6m1I34KdQoDzlvoubrYvPaWuYkGX3GtL4NcKxmjyW67bP2h62E2BCWRe3W89p60S8vm5CWevkWE0XCjRtKWe2TtjNtK0MTOay2wvuOZbdOEGR2/IQUKAoypKUgOKAIsRyzsjF1AUb+eon8bcX6pPaPIhv7YJO2h+0wAk0bQahjSCMZwUmELMBtMkI2my0eBVoIzgwgEMZwIEBBAZQtHWxvNlwO8zKrL8z5OrvQPEta1wogXXzTNtzgfWcb3POXLN6Rzg8ayiYjbEDqzFFuHfWSXjWDYOsxtG9oGlLZjWRpyUVdfl5y9isuWK5z3OwrM1pEWLJuCZwshgnHJHlHk9ik3CgmbiVekPHYHVL2lv3BBJaxwgLC8vTBiEkmabpcNtrKSkpeSEhIbeaeuaf4OTJk6KlS5e6/fDDD5dt9zx53O1+9913jrm5uYJ58+bd5d1geTSUlpZSo0aN8vn555/vMk7+DmKxuF1NTc25R1HX886ECRNaDxw4sPyVV155bPsCPaukpKQ4h4SE+DR273G/qt0M4DMACcwFQggHwFpYEjxfA3CGEPIjLAbQxw2ef5Wm6Sf7ByvmVxzZ+ykgVls2mwQNApN1OQYHNOHcNkwoCrR1kmtrzDQMEzLZhKWBtlkiQwFcnuWwnQtT1kRhAABis9yGia6ibycVI4ClQpMlQo7LAXiU5eByLed8HiDkA0KB5ZxLARwuwLVEtN0FTVvWEBmtkWEGE2CoA3R1gLHB1mYUZT04QKNJ5STtYXSIgEnYtl4vNG2px2i8vZZfIACEIousfH7jcjUJbbYxhnSAydYg0ls2zLQ1kkz6Bp+tz5nr7nzWUG49b/AsfddLrvuENDCY+BaDieJZD6tBxRhbhG/JyFaVa01WQFm9OcMsYWsOSosnhiu2bvbJJBK4j82FaNpSJ5PljSsBRK6socPCwvJQREdH1545c6bS2PCfxWNm5MiRFf9og/9CZDKZ+VEZPCwPRmBgYC1r8Dw4j9XTAwCEEB8ABxhPDyEkCsACmqZfsp7/PwCgabqhwdOwnmY9PYSQeADxAODl5RV25cqVR9MBANu++wUyp7uTd5hpkzUszRJGRlvXmxDUgYIZtNkA2mSC2Wy+vWidWIwBLpcCh0uB4lhSK3M4FChCYM1bYHF60NaqrVFuhOB2tJvZUg9FrIYM12IgcTgWI0HAtxhPAh4sGYatxg310Ik876ShQaQ3AEYDYDDcacQwjiTGKDIZAesaRxBiMXIs++NY+vKo5Xys0KbbaZobNaCs10yNGVo2z5h0NsYWc153+zDpLQPDMdCScto5ypJpjWdvSTpQbxzdp5HC7KFDWxMY8CTW9NPC5j1BLCwsTx1Pq6eHhYWF5Z/kSXp6GsMDuCOLzDUA7ZsqTAhxArAIQDtCyP9ryjiiafpLAF8ClvC2RyeuxYOi56CRbFscEDOnfo06mM3maYBHLJ4VPgcQCM3gcUzgUDS4lAmEpmE2WkK6iMEImjaBMutAW9Mqm2nLpJ8AIBQBl0tAeJbwMopDgcen6o0avnVpCodrMYIeyCPyKHRDLB4iLgWAB4iEt+/RNGC0enFgthhEBqt3SCgAhEKAy7d4oR4iWcqThbb66Siu1b0lRH36adpkGQxmq/XaMI01bYYl9I2yJJbgcAHaZk0QxcEd64doAlTnAtJwS8IBxjP0IMqjzbeNJ0JZPUL2rKHDwsLCwsLC8lzzJIyexmZoTRopNE2XAJj6+MS5NxI94KCzzBNNJlg8MLDMayliNT54lsy+HGb5DSxzXbMZACgQMwXabMmYbDFmrF4PgcVQ4XCtq304JvC4NPh8E3gcM3hcE7iU0ZqRzAAObQAhzO6auK1NGoDZduE7uf83/o8JQizGH8+6LZGtQfRUwMQJMpnW7sj0ZrJ8ecSmnOUh3DmEiY1xwqzNsbrcKKubjXCta3ps1vlQPOtPm5zkd21YSt3+zNyTqvDA0GaL14g2WdrkO1rW6XCEz7C1ycLCwsLCwsJy/zwJo+cagNY2554Arj8BOe4bPgFonQkcLoFQaJnPAta1NiCgiG1GaVI/JeZybxtBHKsdwuEAPJ7FyBHwLQYB15okjMMh4BCudR7aTEYO27TJtimTzQZLli0mKYBZby1LLB4H2vqTySx2R8KBZ2TyW2+A2Bor9O001DBZrM36TYWs/aJh7Tu5026pz+TGJBqw7klDcS1fEmGMFeanbeY3Wx2SO48nrU/aZPXomCx94beweHQowZOXjYWFhYWFhYXlH+ZJGD1nAPgTQtoAKAAwAkDco6iYENIfQH8/P797ln0QWjiJwBdaJtgc5iU+BVDEfMe8l2M953CsoW08GlweAZeL29c5jbu6AFgzGjT0JDRybjtppYH6iTazKN62PG1dPEpbXVTMHjRmo9VQsH5mjKL6+pmfDbOwMSFQDXtBmj1tvL80rLsI3Tbk6kPDGHcabH7SuO3FssbTUVYjhCNCfXY0WD0rjHcFjIFiGzJma/g9J0YAbbJ4dEBbdMGXAjw71tBhYWFhYWFh+dfzWI0eQsh3ALoCcCaEXAPwAU3TXxFCpgP4BZaMbZtomn4km4fRNL0fwP7w8PDJj6I+Bpm7G2iuvWWdjXX+zOMCAqHFa8Pjod4Y4nBsFuHflSSisSi+Btfu+YzNOWMc3BF6RdvUYbt+pOFn+s72bD0ltNES2mU2AmDSRlsX69NMzJ61k4Sp0xpOxxgkd8yx6bv7xSxEoqzpnJm9Yhivim04GGO01Bsqz5mx8jCYrR49mAHCs6Sp5tpZExqw+mFhYXmyVFVVkZiYGPmff/6ZxeU+u3t7RUZGKpYtW5bfpUuX+k04ExMTxZs2bXLavHlzfnPPPgoWLFjg+s033zjzeDyaEILOnTtXrl27tkAgENAeHh5Bbm5udcnJyVlMeaVSqTKZTOTixYvpBw4ckIwcOdLX09OzTqfTkZ49e1Z8+eWX1wBg9erVTh988IGnq6trfRrSbdu2XQoNDdVNnDix9cmTJx0IITSfz6d3796dq1Qq6z799FOndevWuQIATdPkgw8+KGhsDyCG2NhYn5dffrliwoQJZY9LP6tXr3ZKSkqyS0hIuDpr1ix3e3t708KFC4ubk4FJkZ2VlcUPCQkJ9PHx0RkMBtK+fXvtli1brnKYsJ4nhIeHR1BSUlJmq1atjO3atVOeO3dOk5WVxT9y5Ij91KlTS4F/bgy+/PLLbT/++OOCoKCgZ3oz1Mf6F4im6ZFNXP8JwE+Ps+1HiacnAEoHDoe2eG3q7zQwLmjasklnw7mmTbrp+7p+31glIQ1+3tf1hutHGnyuP7cRkFjzZdfnybZmbqBN1sm31TiiDVYDqmEHCe70sDSzcL6pCbttvY2uBGtGmc0aAff6Ev5uvY8BJh03bbZ4tgTOljTVHME/KwcLCwvLPVizZo3zgAEDyp5lg6cpunTpUmNrBD0OjEYjVqxY4fL77787nDlzRuPs7GzS6XRk4cKFrtXV1UQgENAAUF1dzcnJyeH5+fkZzp49e9cK2vDw8KojR47kVFVVkaCgINXhw4fLevXqVQ0A/fv3L0tISLhqW379+vWyoqIinkajSedwOMjNzeU5ODiYc3NzecuXL291/vz5TCcnJ1NFRQVVWFj4j3y5RqMRj2sctW7dWq/RaDIMBgOioqIUW7dubTFu3Lhy5r7BYMCT3Aj03LlzGgC4ePGiYMeOHTLG6PmnxuC0adNuLFq0yG379u2PLjXyE4BN13QfiBxlENnbgS+SgOI7WBaC81tY3qoLnABhS8shbmU5RO6WQ+xhOew8LYe4teWw87Ic9t6Ww87Hcti3sR5trYev5ZD4WQ9/y+Egtx5+lkPS1nLUP8/U29pyMHLUy+cKiFpa0h0LnQGhEyCQAQIpIGhh6R+zmSVPYlkLwrO3eBB49gDfARA4AkKZ5XmRK2DnAUh8AAdfwFEJOAZY9o2R+Ftl87boQOBkqZMrtm6c2dhhu1dNg6N+XU1jBxMH19hhvr3WqeFxxwanjRwmHWCqbeKoBoxVf+8waJu539Q9raU/wpa3v2+BlDV4WFhYnkp27tzpNGzYsHIAOHDggCQ8PFzRs2dPX19fX3VcXJyXyWTCypUrnSdOnFi/1nf58uXOkyZN8gSAHj16+KrV6gA/Pz/1smXLnJkyYrG43bRp0zzUanVAx44d5UeOHBFHRkYqPD09g7Zt2+YIAFqtlurbt29buVyu6tevX9vg4GBlYmKiODs7m+/t7R1YWFjINZlMCAsLU+zZs8fhQft24MABSUxMjB8AzJo1y33o0KE+jAwfffRRS6bcunXrZEFBQQFKpVIVFxfnzexZNGrUKK/AwMAAPz8/9VtvveXOlPfw8AiaPXt2q7CwMMWmTZukK1asaLVhw4Yrzs7OJgAQCoX04sWLi2QyWf02fwMHDixNSEiQAUBCQoIsNja2tDGZ7e3tabVaXXv16lV+c30rLCzkubq6Ghhvh6+vr8HFxcVUWFjIs7OzMzs6OpoAwNHR0axUKusA4NSpU6KQkBClXC5X9ezZ0/fmzZt3uEp27tzp0Ldv37a2+uvWrZsfAOzZs8chNDRUqVKpAvr06dO2oqKCakwX9/pOHhYej4fIyMiqixcvClavXu3Up0+ftt26dfPr3LmzvLKykho6dKhPYGBgQEBAgGrr1q0tAItREB8f7ymXy1VyuVy1aNGilgCwb98+SUBAgEoul6uGDh3qU1tbS5g+vfXWW+4qlSpALperzp07JwSAoqIiTnR0tH9AQIAqLi7O23ZLGbFY3A4A3n//fY+kpCR7pVKp+u9//9vSdgwWFxdzevTo4SuXy1UhISHK06dPi4C/NzbFYnG7mTNnugcHByt///13+969e1cdP37cwWD4u/sSPh08V69eHteaHgid712G5U7qs8c1cA8/uRcl/zzN7oF1j6zqzT3LbhbKwsLygLwKtE4DxPcqRwOoASgxYL6XDzsQqNl05xYUd6DT6Uh+fr5AoVDUMdcuXLhgd+7cuTS5XF7XpUsX/4SEBOnEiRNL1Wq1Sq/XXxMIBPTWrVud169ffwUAtm3blufq6mqqqqoi7dq1U40ePbrMzc3NVFtbS8XExGg///zzgp49e/rOmzfP4/jx49lnz54VTpgwoc2oUaMqli5d6tKiRQtTdnZ2xpkzZ4RRUVFqAJDL5XUzZswomjBhgldERES1QqHQDR48uPL+NNk0OTk5wlOnTmWVl5dzAgICAt95552b6enpgt27d8uSkpI0AoGAHj16tNcXX3zhNH369JIVK1YUuLq6moxGIzp27Kg4ffq0qH379rUAIBQKzcnJyVllZWXU7NmzvRnDoini4uLKxo0b12bhwoXFv/zyS4utW7de2rlzp1PDcjdv3uRcvnxZ0KtXr/qNLffv3y9VKpX2zHlSUlLmmDFjSrt06aJUKpWSzp07V44fP74kOjq6tkOHDjXOzs6G1q1bB0VHR2sHDx5cFhcXVwEA48ePb7Ny5cqr/fr1q5o5c6b7e++9575p06b68TFo0KDKGTNmeFdWVlIODg7m7777TjpkyJDSwsJC7uLFi1slJiZmOzg4mN9//323Dz/80HXZsmWFtrp42O/nftBqtVRiYqLD/PnzC4qKinhnz561T01NTXd1dTVNnz7dIyYmpnLXrl15t27d4oSHhwcMGDCg8vPPP3e6cuWKID09PYPH46G4uJhTU1NDpkyZ0ubw4cNZwcHB+kGDBvksXbrUZf78+TcAwNnZ2ZiRkZH5ySefuHzyySeuO3bsuDJnzhz3qKioqmXLlhVu377d8bvvvrtr8rlo0aKC5cuXux45ciQHsBiOzL13333XPSQkpOa3337L/fHHHyXjxo1ro9FoMoAHH5u1tbVUYGBg7aefflqfaMzb21v3119/iTt37vxYPUuPk+fK00PT9H6apuMdHR2ftCgsLLfDBBs9mvJWWQ+K0/TBwsLC8pioAagcQFTzCOYHRUVFXIlEYrS9FhQUVK1Sqeq4XC6GDRtWevz4cXsHBwdzdHS0dseOHY7nzp0TGgwGEhkZWQsAS5YscVUoFKqwsLCAoqIiXnp6uhAAeDwePWTIkEoAUKvVtZ06ddIKBAI6MjKytqCggA8Ap06dsh85cmQpAEREROjkcnn9ZG3WrFm3qqqqOJs3b3ZZu3btI1kP0atXr3KRSES3atXKKJPJDNeuXeMeOnRIkpaWJg4JCQlQKpWqEydOOFy6dEkAAN98841MpVIFqFQq1cWLF4UpKSn1YWljx44tAwCapkFsQqi///57B6VSqfLw8Aj69ddf7ZjrLi4uJkdHR+OXX34p9fPzq7W3tzfbiIakpCR7uVyu8vDwCOnVq1eFl5dX/ffSv3//Mo1Gk8Ec9vb2tK+vryEnJydt4cKF1yiKQt++fRX79u2TcLlcJCYmXvz2229z/f39dXPmzGk9a9Ys95KSEo5Wq+X069evCgAmT55c8tdff9nbysDj8dC1a9fK7du3OxoMBvzxxx+OI0eOLD969Khdbm6uMDIyUqlUKlXbt293svVEMbp4GEgjYei21/Lz8wVKpVIVGRmp7NWrV8WwYcMqAaBz586Vrq6uJgA4evSow8qVK1splUpVp06dFHq9nuTk5PD/+OMPh6lTp95kwt9cXV1NKSkpQk9PT31wcLAeAMaPH19y4sSJegMlLi6uDAAiIyNr8vPzBQDw119/SV599dUSABgxYkSFg4OD6UH6+L///U8yceLEEgAYMGCAtry8nFtSUsIBHnxscjgcjB8//g69Ozs7G/Pz85/pV9fPlaeHhYWFhYWF5W6a88jYYgbwFyDqANQ+rNVjZ2dnrquru6OahpNP5jw+Pv7WokWL3ORyuW706NG3AMtb7GPHjkmSkpI0EonEHBkZqaittYjF5XJpyrJvBCiKArO2hcPhwGQyWVLsNOMx12q1VFFRER8AKisrOVKp1Nxk4fuEkYGRw2g0EpqmydChQ0vWrl1bYFtWo9HwP/vsM9fk5ORMFxcXU2xsrI9Op6vXlUQiMQOATCYzi0Qis0aj4SuVyrrY2NjK2NjYjJiYGD+9Xn+HbocMGVL27rvveq9bt+5yQ9mYNT2pqamCrl27KocOHVrWsWPH2ub6IxKJ6GHDhlUOGzas0tXV1bBnz54Wr7zyipaiKMTExNTExMTU9OnTp3LSpEk+77//fnFzdTGMGDGidO3atS2dnZ1NwcHBNVKp1EzTNDp16lS5f//+u+S21cXDIJPJjKWlpfVvDYuLizktWrSoN/yYNT0NnxOLxfVt0zSN3bt354SEhNyxmN9qmNINrzWHUCikAcs4NhqN9b8UzJj+OzTWJiPXg4xNAODz+eaG66f0ej1lq49nkefK08PCwsLCwsLy96EAdHwEBg9g8T6YTCZSU1NTP6m7cOGCnUaj4ZtMJuzevVvWuXNnLQB069aturCwkL93716niRMnlgJAeXk5x9HR0SSRSMznzp0TpqSk2DXVVmN07Nixavv27VIASE5OFmZnZ4uYe9OnT/cYMmRIydy5c6+PHz/em7keFRUlv3z58iN7m927d+/KAwcOSAsKCriAZbKdnZ3NLysr44hEIrNMJjPl5+dzjx492mSIysyZMwsnT57sfevWLQ4AmM1mNDR4AGDUqFFlr7/+elFzoXrBwcH6GTNmFH788cduzcl94sQJcV5eHg8ATCYTLly4IPL29q7Ly8vjnThxoj5MMikpSezh4VHn5ORkcnBwMB06dMgeAL766iunqKioqob19uvXT5ueni7esGGD89ChQ0sBoGvXrtVJSUn2aWlpAsBikKampja6UHXx4sUuixcvdmlO9saIiYnRfv/99zKdTkcA4PPPP3fu2LGj9l7PNaijcvny5a5my67zOHnypAgAevToUfnFF1+4MOtdiouLOaGhobqCggI+06eEhAQnZqw3RYcOHbSbNm1yAizrnyorK+8K7XB0dDRVVVU1GvLRoUMH7ddff+0EWF4YSKVSo+26r4Y0NTabKn/58mVBu3btdM314WmH9fSwsLCwsLCwPBa6dOlScfjwYfuBAwdqASA0NLTq7bff9tRoNKL27dtrx4wZU86UHThwYFlqaqrYxcXFBACxsbEVX375pYtcLlf5+vrqQkJCqh+k7XfeeefmsGHDfORyuSowMLBGoVDUSqVS08GDB+3Pnz9v99VXX2m4XC727t0rXbVqldP06dNLrly5InBxcTE2Vt+gQYP8uVwuDQAvvPBC1euvv37zXjKEhYXp5s2bV9C9e3e52WwGj8ejV69efbV79+7VgYGBNf7+/movLy99WFjYXQYCw7vvvnuzpqaGCg8PD+Dz+WY7OztzZGRkVVRU1B1rK6RSqXnRokVF95Lp7bffvtm2bVs3jUbDB+5e07NmzZorFRUVnClTpngznrrQ0NDqOXPm3Lh27Rpv9uzZnsXFxTyBQEDLZDLDhg0brgLA119/fXnatGneb775JuXl5aX/7rvv8hq2zeVy0b1794rdu3c77dy5Mw8A3N3djevXr88bMWJE27q6OgIAH3zwQQETGmaLRqMRRUdHN6krhpUrV7Zav369K3NeXFycmpSUJA4ODg6gKAre3t76r7/++oEykX3yySfX4+PjvZRKpYqmaeLp6ak/cuRIzltvvXUzOztboFQq1Vwulx43btzNuXPn3vziiy/yhg4d6msymRASElIze/bsZsfLJ598cj02NratSqUKiIqKqmrVqtVd67giIyNruVwurVAoVHFxcbfCwsLqvXVLliy5HhcX5yOXy1Uikci8efPmRj1nDE2NTblcfle7+fn5XIFAQHt7ez/TmQzIvVxwzxI2iQwmX7x48UmLw8LCwsLC8o9ACEmmaTrc9lpKSkpeSEjIrSclE2B5G7506VK3H3744fKBAwcktouwGxITE+M3c+bM4ldeeeWB3sA3hdFoRF1dHRGLxXR6erqgV69e8tzc3DQmtKghZ86cEa5fv95548aN1x5F+yyPnpiYGL+ff/45t6nvkOXx8N///relg4OD+a233nqif0/uh5SUFOeQkBCfxu49V56ex7U5KQsLCwsLC8uDEx0dXXvmzJlKJhVuYzCZsAICAmoelcEDWMKkOnfurDAYDISmaaxcufJKc5PliIgIXUREBGvwPMU0ZTCzPF5atGhheu2110qetBwPy3Pl6WEIDw+nk5KSnrQYLCwsLCws/whPq6eHhYWF5Z+kOU8Pm8iAhYWFhYWFhYWFheW5hjV6WFhYWFhYWFhYWFiea54ro4cQ0p8Q8mVFRcWTFoWFhYWFhYWFhYWF5SnhuTJ6aJreT9N0vKNjk+nuWVhYWFhYWFhYWFj+ZTxXRg8LCwsLCwvL00NVVRWJiIhQNJe97VkgMjJSkZiYKLa9lpiYKB4/fnzrf6L9BQsWuLZp00Ytl8tVCoVCNWnSJE+9Xk8AwMPDIygsLExhW16pVKr8/f3VgGWjSolEEhoQEKBq06aNOj4+3pMpt3r1aiepVBqiVCpVzJGcnCw0mUwYP358a39/f7V1n6MAZl+fTz/91Ekul6vkcrnK399fvXXr1hbNyR4bG+vz9ddfSx+5UmxYvXq109ixY70eZZ1isbhdY9dnzpzp/sMPP0gAy7jw8fEJVCgUqhdeeEGZkpLS6Kaq/ySzZs1ynz9/vitwp6wLFy5sqdVq6+f9L774oh+z4e3j4rvvvnN866233B9nGw/Cc5WymoWFhYWFheXpYc2aNc4DBgwo43Kfv+lGly5darp06VJz75J/H6PRiBUrVrj8/vvvDmfOnNE4OzubdDodWbhwoWt1dTURCAQ0AFRXV3NycnJ4fn5+hrNnzwob1hMeHl515MiRnKqqKhIUFKQ6fPhwWa9evaoBoH///mUJCQlXbcuvX79eVlRUxNNoNOkcDge5ubk8BwcHc25uLm/58uWtzp8/n+nk5GSqqKigCgsL/5Ev12g04mkYR59++ul12/OEhIRLXbp0qVm2bJnzW2+91fqPP/64I632k5TbVtb169e7Tp48uVQikZgB4NixY481/bfBYMDw4cMrFi5c6LFw4cIipt0nyZMfPY+B5OTkW4SQxnbadQTQcMHP/VxreO4M4HGmAW1Mpkf53L3KNXX/fq8/7/q7V9kHvceOwfu/z+rv/so97jH4uPXXlEyP8rnnbQx6P8K6Hhk7d+502r59+yXA4nFYsGCBu1QqNV66dEnYvn177ZYtW66uXr3aOS0tTfTVV1/lA8Dy5cudMzMzhRs3brzWo0cP38LCQr5er6emTp1aPHv27FuA5S38uHHjbiQmJjo4OjqaFi1adO29995rff36df6SJUuujho1qkKr1VLDhw/3ycnJEfr7++vy8/P5n3322VU3Nzdjz5495X/99ZemZcuWxsjISMX7779fOHjw4MoH6ZvtZquzZs1yz8/P51+5ckVw/fp1/tSpU4vnzZt3AwDWrVsn+/zzz10NBgN54YUXqhMSEq5wuVyMGjXKKyUlxU6n01H9+/cvW7ly5XXA4rkZOXLkrSNHjjhMmTLlxooVK1odPXpU4+zsbAIAoVBIL168uMhWloEDB5YmJCTIFi5cWJyQkCCLjY0t3blzp1NDme3t7Wm1Wl179epVPoDqpvpWWFjIc3V1NXA4FkeAr6+vAQCysrIEdnZ2ZkdHRxMAODo6mh0dHesA4NSpU6Jp06Z519bWUt7e3vpvv/02z8XFxWQzFhw2b97s/NNPP9WPhxUrVrj+8ccfOXv27HFYuHChe11dHfH29tZv3749z9HR0dxQF/Hx8WX3+l6+/fZbx08++aSVwWCgpFKpcceOHZdat25trKiooCZOnOiVmpoqBoC5c+deHz9+fPn69etly5cvd6NpmvTo0aP8888/L2Dqmjx5sufJkycljo6Opu+///6Su7u7MTY21ufll1+umDBhwh2ydO/everzzz93BSzjMz4+vviPP/5wWLp06bXc3Fx+Y2Ng9+7dDvPnz/cwmUxEJpMZ//zzz+zi4mLOqFGjfK5evSoQiUTmL7/88kr79u1rmxtj7733ntuOHTuc3d3d65ycnAzt2rWrASxetpdffrmioKCAd+PGDd6LL74ol0qlxtOnT2d7eHgEJSUlZbZq1cq4YMEC123btjkDwJgxY27Onz//RlZWFr9Pnz7+kZGRVUlJSfaurq51v/zyS469vT2dnp4umDp1qldpaSlXKBSaN27ceKVdu3a62NhYH6lUarxw4YI4ODi4ZsOGDdc6duyo3bFjh+OkSZPu+d09dmia/tccAL78O9caOU/6p+V8lM/dq1xT9+/3+vOuv3uVfdB77Bh8uDHI6u+fH4OPW39Psw6flTFI0zTOnz+fR9N0Ek3TSRNoujiCprX3OsJpWqui6erw+yg7gaaLmfobO2pra5OdnJwMzPn+/fuz+Hy+OT09PdVgMCRFRUVVbNq0KbeiouKsp6enTqfTJdM0nRQaGlp1+vTpdJqmk4qKis7RNJ2k1WqT/fz8agsLC8/RNJ0EgN6xY0c2TdNJPXr0KOvYsWOFTqdLPnXqVLpCoaihaTrpP//5T/7IkSNv0jSd9L///S+Nw+HQx44dy6BpOmn58uV5L730Uum8efPqyzR3REREaJlnbfvTtWvXcpqmk956663roaGhVTU1NcnXr18/7+joaNTpdMnJyclpMTEx5UzfRo0adWPNmjWXbftmMBiSIiIitH/99Vc6TdNJ7u7u+vfffz+fpumk0tLSsxKJxNicbO7u7vqUlJQLoaGhVTRNJymVypqkpKQ0Pz+/2oZy3rhx45xKpaq+cuXKeZqmk1atWnW5RYsWBoVCUcMcWq02OScnJ8Xd3V2vUChqJk2aVHTixIl0Rtbo6OgKNzc3fWxs7K1t27ZdZOTw9/evOXDggIam6aQZM2ZcnzBhQjFN00mDBw++tWnTpty6urokNzc3fUVFxVmappPi4uJurF279tL169fPh4WFaZnrc+fOvfb2228XNNRFc8eqVasujxkz5gbTR5PJlMR8z5MmTSqiaTpp6tSphYxMTLnLly+nuLm56QsKCs7X1dUltW/fvjIhISGHGWPr1q27RNN00ttvv13A1M/0p+G4mDdvXn7fvn1LmWc3bNiQS9N0UlNjoKCg4Lyrq2tdZmZmqu14GDt2bPGsWbMKaJpO2rdvXxYznpsaY4mJiRn+/v41lZWVZ0tKSs62bt1a95///Ce/oazu7u7669evn7cdN9evXz/PPF9RUXG2vLz8rK+vb+2JEyfSNRpNKofDoU+ePJlO03RSnz59SteuXXuJpumkDh06VKampl6gaTrp999/z2zfvn0l017Xrl3LDQZD/Xezbt26S2PHjm32b8WjPKx/9xr9m/hcenqaYf/fvNZYmcfJ323vfp+7V7mm7t/v9eddf/cq+6D32DF4//dZ/d1fOXYMPny5Z30M/i1qACoHEPkBtXbAQ4WjFBUVcSUSyR2LeYKCgqpVKlUdAAwbNqz0+PHj9hMmTCiLjo7W7tixwzEoKEhnMBhIZGRkLQAsWbLE9eDBgy2s9fHS09OFbm5u1Twejx4yZEglAKjV6lqBQGAWCAR0ZGRkbUFBAR8ATp06ZT9jxowbABAREaGTy+X1oWizZs26tWfPHunmzZtdUlNTMx6mnwy9evUqF4lEtEgkMspkMsO1a9e4hw4dkqSlpYlDQkICAECn01EtW7Y0AsA333wj27x5s7PRaCQ3b97kpaSkCNu3b18LAGPHji0DLC+mCSH1bXz//fcO77//vqdWq+Vs3rz5Us+ePasBwMXFxeTo6Gj88ssvpX5+frX29vZ3fHdJSUn2crlclZeXJ3z99deLvLy86r+XxsLb7O3tDTk5OWn79++X/P777w59+/ZVJCQk5L7yyivaxMTEi8eOHRMfPnzYYc6cOa2TkpLs3n///WKtVsvp169fFQBMnjy5ZOjQoW1t6+TxeOjatWvl9u3bHSdMmFD2xx9/OH722WfXDh06JMnNzRVGRkYqAcBgMJCwsLAq5jlGF/fL5cuX+QMHDvS8efMmr66ujmrdurUeABITEx0YryOjs19++UXSoUMHrbu7uxEAhg8fXnrs2DH7MWPGlFMUhUmTJpUCwKuvvloyePBgv8baGzt2bFuhUGj29PTUf/HFF1cBgMPhYPz48WUA0NQYOHr0qF1kZKRWqVTWAYCrq6sJAP73v/9Jvv/++xwAGDBggDY+Pp5bUlLCARofY0eOHLHv27dvORM+1qtXr/IH0dfRo0ft+/btW+7g4GAGgH79+pUdOXJEMnTo0HIPDw99x44dawGgXbt2NXl5eYKKigrq3Llz9kOHDvVl6qirq6sfpIMHD74jnNXNzc1YVFTEfxCZHhf/KqOHpum7/uncz7XGyjxO/m579/vcvco1df9+rz/v+rtX2Qe9x47B+7/P6u/+yrFj8OHLPetjsCGbgPz7KWcG8Bcg6gDUPmymIzs7O3NdXd0d1dhO4G3P4+Pjby1atMhNLpfrRo8efQuwhD8dO3ZMkpSUpJFIJObIyEhFba1FLC6XS1OUpWqKosCsbeFwODCZTAQA41FrFK1WSzETscrKSo5UKn3o9QaMDIwcRqOR0DRNhg4dWrJ27doC27IajYb/2WefuSYnJ2e6uLiYYmNjfXQ6Xb2umAmsTCYzi0Qis0aj4SuVyrrY2NjK2NjYjJiYGD+9Xn+HbocMGVL27rvveq9bt+5yQ9mYNT2pqamCrl27KocOHVrGTGabQiQS0cOGDascNmxYpaurq2HPnj0tXnnlFS1FUYiJiamJiYmp6dOnT+WkSZN83n///eL70dGIESNK165d29LZ2dkUHBxcI5VKzTRNo1OnTpX79++/S25bXdwv06dP95oxY0bRqFGjKg4cOCBZuHChO3C3Aclcu18aPsvArOmxvcbn883MxL+pMbBt2zbHxupsTCZCCA00Psaak+1+aE4HfD7ftj26traWMplMkEgkRo1G0+jLgoYGd21tLREKhU98PQ/AZm/7u3z5pAV4xmH19/CwOnw4WP09HKz+Hp6nUocUgI6PwOABLG/STSYTqampqZ+RXbhwwU6j0fBNJhN2794t69y5sxYAunXrVl1YWMjfu3ev08SJE0sBoLy8nOPo6GiSSCTmc+fOCVNSUuwepP2OHTtWbd++XQoAycnJwuzsbBFzb/r06R5Dhgwpsa7rqF8PFRUVJb98+TLvYfvO0Lt378oDBw5ICwoKuABQXFzMyc7O5peVlXFEIpFZJpOZ8vPzuUePHm1yr42ZM2cWTp482ZvJtGU2m9HQ4AGAUaNGlb3++utFza1NCg4O1s+YMaPw448/dmtO7hMnTojz8vJ4AGAymXDhwgWRt7d3XV5eHu/EiRP1WeySkpLEHh4edU5OTiYHBwfToUOH7AHgq6++coqKiqpqWG+/fv206enp4g0bNjgPHTq0FAC6du1anZSUZJ+WliYALAZpampqo1nQFi9e7LJ48WKX5mTXarUcLy8vAwBs3ry5fl1T165dK1esWNGSOb958yanS5cu1adPn5YUFhZyjUYjdu3aJevatWsVYNEzk3Vu8+bNTpGRkdrm2m2KpsZATExM9enTpyVMVrzi4mIOAHTo0EH79ddfOwEWw18qlRplMlmTRkO3bt2qDh482KKqqoqUlZVRv/76a4vGytnZ2ZkqKiruGjfdunWr+umnn1potVqqsrKS+umnn6QxMTFN9lUmk5k9PT3rNm3aJAUsevrzzz9FTZXPysoSqtXqZg3sf4p/lafnUUHT9FP5z+pZgdXfw8Pq8OFg9fdwsPp7eP4tOuzSpUvF4cOH7QcOHKgFgNDQ0Kq3337bU6PRiNq3b68dM2ZMOVN24MCBZampqWJm8XtsbGzFl19+6SKXy1W+vr66kJCQJhfeN8Y777xzc9iwYT7WlMs1CoWiViqVmg4ePGh//vx5u6+++krD5XKxd+9e6apVq5ymT59ecuXKFYGLi0uj+bUHDRrkz+VyaQB44YUXql5//fWb95IhLCxMN2/evILu3bvLzWYzeDwevXr16qvdu3evDgwMrPH391d7eXnpbcO5GvLuu+/erKmpocLDwwP4fL7Zzs7OHBkZWRUVFXWHd0EqlZoXLVpU1FQ9DG+//fbNtm3bujGT7f3790uVSqU9c3/NmjVXKioqOFOmTPFmPHWhoaHVc+bMuXHt2jXe7NmzPYuLi3kCgYCWyWSGDRs2XAWAr7/++vK0adO833zzTcrLy0v/3Xff5TVsm8vlonv37hW7d+922rlzZx4AuLu7G9evX583YsSItkyY1AcffFAQHBysb/i8RqMRRUdH36Uro9FIBAKBGQDef//96yNHjvR1dXWtCw8Pr7569aoAAD7++OPCCRMmePn7+6spiqLnzp17fdy4ceXz588vePHFF+U0TZPu3btXjB49uhwARCKROT09XaRWq90kEolpz549lxq2ez80NwZWr16dN2jQID+z2QwnJyfDqVOnLi5ZsuR6XFycj1wuV4lEIvPmzZsb9YAxdOrUqWbQoEGlgYGBag8PD31kZGSjY2ncuHG3+vTp49+yZUvD6dOns22fj4uLK3nhhRcCAEsig+jo6NqsrKwmQ9K+++67S5MnT/ZesmRJK6PRSAYNGlQaFRXVqGGTmJgoWbJkSUFj9/5pyIO49lhYWFhYWFieDVJSUvJCQkIed5a9Zjl58qRo6dKlbj/88MNl22xnjZWNiYnxmzlzZvErr7zyt96oN8RoNKKuro6IxWI6PT1d0KtXL3lubm6aUChsdOJz5swZ4fr16503btx47VG0z/LoiYmJ8fv5559zG36HEydObO3v76+bM2fOPQ1Rln+O/Px87rBhw9r++eef2fcu/WhISUlxDgkJ8WnsHuvpYWFhYWFhYXksREdH1545c6ayuc1Jb926xQkPDw8ICAioeVQGD2AJk+rcubPCYDAQmqaxcuXKK00ZPIAl2UFERARr8DzFNGYwd+nSxd9gMJD/+7//u97YMyxPjkuXLvGXL19+X+sJ/wlYTw8LCwsLC8tzyNPg6WFhYWH5J2nO08MmMnhICCFtCSFfEUJ2P2lZnlUIIQMJIRsIIfsIIb2etDzPGoSQAELIF4SQ3YSQaU9anmcVQogdISSZEPLyk5blWYMQ0pUQctw6Drs+aXmeNQghFCFkESFkDSFk3JOWh4WFheV5hDV6GoEQsokQcoMQktbgem9CSBYhJIcQMgcAaJq+RNP0xCcj6dPLA+rwB5qmJwMYD2D4ExD3qeMB9ZdJ0/RUAMMAhD8JeZ9GHkSHVt4DsPOflfLp5QH1RwOoAiAEwIYH4YH19woADwAGsPpjYWFheSywRk/jbAbQ2/YCIYQDYC2APgBUAEYSQlT/vGjPDJvx4DqcZ73P8oD6I4QMAHACwO//rJhPNZtxnzokhPQAkAHgvvaa+JewGfc/Bo/TNN0HFsPxv/+wnE8rm3H/+lMA+JOm6VkAWG8tCwsLy2OANXoagabpRAClDS5HAsixenbqAGyH5e0cSyM8iA6JhSUAfqZp+uw/LevTyIOOQZqmf6RpuiOAUf+spE8vD6jDGAAdAMQBmEwI+df/bXwQ/dE0zewhUQag0f01/m084Pi7BovuAMD0z0nJwsLC8u/hX/+P/QHwwJ07Wl8D4EEIcSKEfAGgHSHk/z0Z0Z4ZGtUhgDcA9AAwhBAy9UkI9ozQ1BjsSghZTQhZD+CnJyPaM0OjOqRp+n2apmcC+BbABptJPMudNDUGB1vH3xYAnz0RyZ4NmvobuAfAS4SQNQASn4Rgj4uqqioSERGhaC5727NAZGSkIjExUWx7LTExUTx+/PjW/0T7CxYscG3Tpo1aLperFAqFatKkSZ56vZ4AgIeHR1BYWJjCtrxSqVT5+/urAcsGlxKJJDQgIEDVpk0bdXx8vCdTbvXq1U5SqTREqVSqmCM5OVloMpkwfvz41v7+/mrrPkcBzL4+n376qZNcLlfJ5XKVv7+/euvWrS2akz02NtaH2eST5d6IxeJ2AJCXl8fr3bt3WwA4deqUaMeOHfUb2G7bts1x7ty5zW4w+7DMmjXLff78+a4AEB8f7/njjz9KHmd7/wRsyur7hzRyjaZpugQAO1G/P5rS4WoAq/9pYZ5BmtLfUQBH/1lRnlka1WH9B5re/M+J8kzS1BjcA8vEnaV5mtJfDYDncm3omjVrnAcMGFDG5T5/040uXbrUdOnSpebeJf8+RqMRK1ascPn9998dzpw5o3F2djbpdDqycOFC1+rqaiIQCGgAqK6u5uTk5PD8/PwMZ8+eFTasJzw8vOrIkSM5VVVVJCgoSHX48OGyXr16VQNA//79yxISEq7all+/fr2sqKiIp9Fo0jkcDnJzc3kODg7m3Nxc3vLly1udP38+08nJyVRRUUEVFhb+I1+u0WjEPz2ODAYDeDzeP9omg4+Pj+HQoUOXACApKUmclJRkN3z48AoAGDVqVAWAin9KltmzZ9+YMGGC94ABAx5ZSvknAevpuX+uAbB9o+MJgM0J/2CwOnw4WP09PKwOHw5Wfw/Hv05/O3fudBo2bFg5YPE4hIeHK3r27Onr6+urjouL8zKZTFi5cqXzxIkT6/WyfPly50mTJnkCQI8ePXzVanWAn5+fetmyZc5MGbFY3G7atGkearU6oGPHjvIjR46IIyMjFZ6enkHbtm1zBCz79PTt27etXC5X9evXr21wcLAyMTFRnJ2dzff29g4sLCzkmkwmhIWFKfbs2ePwoH07cOCAJCYmxg+wvBUfOnSoDyPDRx991JIpt27dOllQUFCAUqlUxcXFeTNer1GjRnkFBgYG+Pn5qd966y13pryHh0fQ7NmzW4WFhSk2bdokXbFiRasNGzZccXZ2NgGAUCikFy9eXCSTyeo90gMHDixNSEiQAUBCQoIsNja2YWglAMDe3p5Wq9W1V69e5TfXt8LCQp6rq6uBw+EAAHx9fQ0uLi6mwsJCnp2dndnR0dEEAI6OjmalUlkHWLwRISEhSrlcrurZs6fvzZs3ObZ17ty506Fv375tbfXXrVs3PwDYs2ePQ2hoqFKlUgX06dOnbUVFBdWYLpqS19YrAQD+/v7qrKwsflZWFr9t27bqESNGePv5+amjo6P9q6qqCGDx3r366qut27Vrp/T391cfOXJEzNQ1cuRI7+joaP/Bgwe3uX79Ovell17yDQwMDAgMDAw4fPiwHQBUVFRQQ4YM8WG8Xps3b24BWAxGxgs2bdo0D0YmsVjc7o033vBQKBSqkJAQZX5+PhcANBoNPzQ0VBkYGBgwY8aM+nGQlZXF9/f3V+t0OvLxxx+779+/X6pUKlUbNmyQrl692mns2LFeAJCdnc2PioqSy+VyVVRUlPzixYt8wOJhGz9+fOt27dopPT09g2y9bf/5z39cAwMDA+Ryucp27L333ntuPj4+gR07dpRfvHixPlRZLpfXlZeXc69evfpMv71gjZ775wwAf0JIG0IIH8AIAD8+YZmeNVgdPhys/h4eVocPB6u/h+OJ6e9VoHUkoLjXEQEo1EBAxH2UffVOA+4udDodyc/PFygUijrm2oULF+xWrVqVn5WVlZ6XlydISEiQTpw4sfTw4cOOTLjW1q1bnePj40sAYNu2bXnp6emZ58+fz1i/fr1rUVERBwBqa2upmJgYbXp6eqadnZ1p3rx5HsePH8/etWtXzocffugBAEuXLnVp0aKFKTs7O2PBggXXMzIy7ADLBG7GjBlFEyZM8FqwYIGrQqHQDR48uPJhdZyTkyM8duxY9pkzZzKXLVvmrtfrydmzZ4W7d++WJSUlaTQaTQZFUfQXX3zhBAArVqwoSEtLy9RoNOknT56UnD59WsTUJRQKzcnJyVlDhw6tqKmpoRjDoini4uLK9u/fLwWAX375pcXgwYPLGyt38+ZNzuXLlwW9evWqf2PPTKaZo6qqiowZM6b0t99+a6FUKlWTJ0/2PHnypAgAOnToUOPs7Gxo3bp10JAhQ3y+/fbb+pCr8ePHt1m8ePG17OzsDLVaXfvee++527Y9aNCgynPnztlVVlZSAPDdd99JhwwZUlpYWMhdvHhxq8TExOyMjIzMF154oebDDz+sN2AYXcTHx5fhb3D16lXhm2++eSMnJyfd0dHRlJCQUD/5r6mpoc6dO6dZvXr1lfj4+DbM9dTUVPEvv/ySs3///stTpkxpPWvWrOK0tLTMvXv35k6dOtUHAObMmdPKwcHBlJ2dnZGdnZ3Rr18/bV5eHm/BggUeR48ezc7IyEg/d+6c3ZYtW1oAljEbFRVVlZWVlREVFVW1Zs0aFwB47bXXvCZNmnQzLS0t083NzdBQfqFQSP+///f/rvfv379Mo9FkTJ48+Q49TJ061SsuLq4kOzs7Y/jw4SXTpk2r/70sLi7mJSUlafbt23fxgw8+8AAsBmZOTo4wNTU1MzMzM+P8+fPin3/+2f748ePivXv3yi5cuJBx4MCBnJSUFDvbdoKCgmr++OMP+7/zHTwtsEZPIxBCvgPwJwAFIeQaIWQiTdNGANMB/AIgE8BOmqbTn6ScTzOsDh8OVn8PD6vDh4PV38PxrOqvBqByAFHNI5gfFBUVcSUSyR2LeYKCgqpVKlUdl8vFsGHDSo8fP27v4OBgjo6O1u7YscPx3LlzQoPBQCIjI2sBYMmSJa4KhUIVFhYWUFRUxEtPTxcCAI/Ho4cMGVIJAGq1urZTp05agUBAR0ZG1hYUFPAB4NSpU/YjR44sBYCIiAidXC6vD0WbNWvWraqqKs7mzZtd1q5d+0h2jO/Vq1e5SCSiW7VqZZTJZIZr165xDx06JElLSxOHhIQEKJVK1YkTJxwuXbokAIBvvvlGplKpAlQqlerixYvClJSU+rC0sWPHlgEATdMg5HZU5Pfff++gVCpVHh4eQb/++mv9pNTFxcXk6Oho/PLLL6V+fn619vb2d6xLTEpKspfL5SoPD4+QXr16VXh5edV/L8xkmjns7e1pX19fQ05OTtrChQuvURSFvn37Kvbt2yfhcrlITEy8+O233+b6+/vr5syZ03rWrFnuJSUlHK1Wy+nXr18VAEyePLnkr7/+umOCzOPx0LVr18rt27c7GgwG/PHHH44jR44sP3r0qF1ubq4wMjJSqVQqVdu3b3ey9UQxuvi7eHh46Dt27FgLAO3atavJy8ur92DExcWVAkCfPn2qqqqqqFu3bnEAoHfv3uX29vY0AJw8edJhxowZXkqlUtW/f3+/qqoqTllZGZWYmOjw1ltv3bD9Dk6cOGHXoUMHrbu7u5HH42H48OGlx44ds7f2nx4xYkQFAISFhVVfuXKFDwBnz561nzx5cikATJkypeRB+3fu3Dm7+Pj4UgCYNm1aaXJycr3eBwwYUM7hcBAWFqYrKSnhAcChQ4ccEhMTHVQqlUqtVqtyc3OFGo1GeOTIEfu+ffuWSyQSs0wmM/fq1avcth0XFxcj87v1rPJMu6keFzRNj2zi+k9gF4rfF6wOHw5Wfw8Pq8OHg9Xfw/G06W/TnQkUmsQM4C9A1AGofVirx87OzlxXV3dHNbYTeNvz+Pj4W4sWLXKTy+W60aNH3wIs4U/Hjh2TJCUlaSQSiTkyMlJRW2sRi8vl0hRlqZqiKDBrWzgcDkwmEwEsBkNTaLVaqqioiA8AlZWVHKlU+tDJSxgZGDmMRiOhaZoMHTq0ZO3atQW2ZTUaDf+zzz5zTU5OznRxcTHFxsb66HS6el1JJBIzAMhkMrNIJDJrNBq+Uqmsi42NrYyNjc2IiYnx0+v1d+h2yJAhZe+++673unXrLjeUjVnTk5qaKujataty6NChZYwh0BQikYgeNmxY5bBhwypdXV0Ne/bsafHKK69oKYpCTExMTUxMTE2fPn0qJ02a5PP+++/fV7r/ESNGlK5du7als7OzKTg4uEYqlZppmkanTp0q9+/ff5fctrpoDi6XS5vNt4sxXkMA4PP5tt8LzYwhoOnxaGdnV18ZTdNISkrKZIwg2+sNn29uzNmOWS6XC6PRWP8wRVFNP/gQCIVC2zWr9T9nzpxZ+M4779yyLbtw4cKWDftji06nIyKR6JlO8sN6elhYWFhYWFgAWCYFHR+BwQNY3nybTCZSU1NTP5O6cOGCnUaj4ZtMJuzevVvWuXNnLQB069aturCwkL93716niRMnlgJAeXk5x9HR0SSRSMznzp0TNgy3uRcdO3as2r59uxQAkpOThdnZ2fXhY9OnT/cYMmRIydy5c6+PHz/em7keFRUlv3z58iNbud67d+/KAwcOSAsKCrgAUFxczMnOzuaXlZVxRCKRWSaTmfLz87lHjx51bKqOmTNnFk6ePNmb8UKYzWY0NHgAYNSoUWWvv/56UXOhesHBwfoZM2YUfvzxx81m/jpx4oQ4Ly+PBwAmkwkXLlwQeXt71+Xl5fFOnDhRn8UuKSlJ7OHhUefk5GRycHAwHTp0yB4AvvrqK6eoqKiqhvX269dPm56eLt6wYYPz0KFDSwGga9eu1UlJSfZpaWkCwGKQpqamNpr6fvHixS6LFy92aXjdx8dHf/78eTtG9oKCgvtKnf/dd98xIYH2EonE5OTkdFfK+E6dOlUuWbKkfo3WqVOnRFa5K1esWFF//ebNm5wuXbpUnz59WlJYWMg1Go3YtWuXrGvXrnfpwZYXXnihasOGDTIA2LBhg1NjZRwcHExVVVWN/lq2a9eueuPGjVLAsp4oPDy82fb69OlTuWXLFmdm3dTly5d5BQUF3G7dulUdPHiwRVVVFSkrK6N+/fXXFrbP5ebmCkNCQpo1lJ92WE8PCwsLCwsLy2OhS5cuFYcPH7YfOHCgFgBCQ0Or3n77bU+NRiNq3769dsyYMeVM2YEDB5alpqaKXVxcTAAQGxtb8eWXX7rI5XKVr6+vLiQkpPpB2n7nnXduDhs2zMeacrlGoVDUSqVS08GDB+3Pnz9v99VXX2m4XC727t0rXbVqldP06dNLrly5InBxcWk0v/agQYP8uVwuDVgmqq+//vrNe8kQFhammzdvXkH37t3lZrMZPB6PXr169dXu3btXBwYG1vj7+6u9vLz0YWFhTU5U33333Zs1NTVUeHh4AJ/PN9vZ2ZkjIyOroqKi7sgcJ5VKzYsWLSq6l0xvv/32zbZt27oxKaita3rqQ6LWrFlzpaKigjNlyhRvxlMXGhpaPWfOnBvXrl3jzZ4927O4uJgnEAhomUxm2LBhw1UA+Prrry9PmzbN+80336S8vLz03333XV7DtrlcLrp3716xe/dup507d+YBgLu7u3H9+vV5I0aMaFtXV0cA4IMPPigIDg7WN3xeo9GIoqOj79LV2LFjy7Zt2+akVCpVoaGh1d7e3rp76cGqM1O7du2UVVVVnC+//LJRT9OXX36ZP2nSJC+5XK4ymUykffv22o4dO179+OOPCydMmODl7++vpiiKnjt37vVx48aVz58/v+DFF1+U0zRNunfvXjF69Ojy5mRYt27d1REjRrRdt26d64ABAxoN5evTp4922bJlrZRKpertt98utL33+eefXx03bpzPqlWr3JycnIwJCQl5zbU3ePDgyvT0dGFERIQSAMRisXnbtm2XO3XqVDNo0KDSwMBAtYeHhz4yMrJez3q9nuTl5Qm6dOnyQL+DTxukOVccCwsLCwsLy7NJSkpKXkhIyK17l3x8nDx5UrR06VK3H3744fKBAwcky5cvdz1y5EhOY2VjYmL8Zs6cWfzKK688krS4RqMRdXV1RCwW0+np6YJevXrJc3Nz02xDfmw5c+aMcP369c4bN2689ijaZ3n0xMTE+P3888+5TX2HD0JkZKRi2bJl+Y877fjzQEJCQovk5GTxqlWrnvpskykpKc4hISE+jd1jPT0sLCwsLCwsj4Xo6OjaM2fOVDa3OemtW7c44eHhAQEBATWPyuABLGFSnTt3VhgMBkLTNFauXHmluclyRESELiIigjV4nmKaMphZHi9Go5H85z//ua91W08zrKeHhYWFhYXlOeRp8PSwsLCw/JM05+lhExmwsLCwsLCwsLCwsDzXsEYPC8tzDCHkKCEk/B9o501CSCYhZNt9lvchhKQ9brmaaLsFIeS1J9E2CwsLCwsLy5OBNXpYWFgahRDyIGv+XgPQl6bpUY9LnkdIC1jkZWFhYWFhYfmXwBo9LCxPGKvXI5MQsoEQkk4IOUwIEVnv1XtqCCHOhJA86+fxhJAfCCH7CSGXCSHTCSGzCCHnCCF/EUJkNk2MJoScIoSkEUIirc/bEUI2EULOWJ95xabeXYSQ/QAONyLrLGs9aYSQmdZrXwBoC+BHQshbDcpzCCFLre2kEkKmNFJno2UIIV0JIccIITsJIdmEkE8IIaMIIf8jhFwghPhay7kQQr63Pn+GEBJtvb7A2sejhJBLhJA3rU1+AsCXEHLe2m4rQkii9TyNENL5732TLCwsLCwsLE8rrNHDwvJ04A9gLU3TagDlAGLv45lAAHEAIgEsAlBD03Q7AH8CGGtTzo6m6Y6weDc2Wa+9D+APmqYjAMQAWEoIYTb+iwIwjqbpbraNEULCAEwA0B5ABwCTCSHtaJqeCuA6gBiaplc2kHEigAprOxHWZ9o8QJkQADMABAEYA0BO03QkgI0A3rCWWQVgpfX5WOs9BiWAl6w6+oAQwgMwB0AuTdOhNE2/Y9XhLzRNh1rbOw8WFpZHQlVVFYmIiFA0l73tWSAyMlKRmJgotr2WmJgoHj9+fOvH3XZsbKzP119/LW1OnqysLL6/v78asGStGzBgQBu5XK7y9/dXh4WFKZiNKJtCLBa3ezzSP3+sXr3aaezYsV4A8H//938un332mRNzndnQFQCGDx/unZycLHycsnh4eAQVFhZydTodCQ8PVxgMhsfZ3DMPm7KaheXp4DJN0+etn5MB+NzHM0domtYC0BJCKgDst16/ACDYptx3AEDTdCIhxIEQ0gJALwADCCGzrWWEALysn3+labq0kfY6AdhL03Q1ABBC9gDoDOBcMzL2AhBMCBliPXeExcDLvo8ydQDO0DRdaG0vF7e9TxdgMdYAoAcAFSH1m747EEIk1s8HaZrWA9ATQm4AcG1ExjMANlkNoh9svgcWFpaHZM2aNc4DBgwo43Kfv+lGly5dah73Hi9/x1hcvHhxy5YtWxp+/PHHywCQkpIi4PP5jz1Vr9FoxJP4np9Uu4Bl41jm89atW51DQ0NrfXx8DACwY8eOK/+UHEKhkH7xxRcrN27cKJs2bVpj/79ZwHp6WFieFmx3njbh9gsJI27/njZ8Y2T7jNnm3Iw7X2g0/GdHAyAAYq3ejlCapr1oms603m9qx2XSxPXmIADesGmnDU3TDcPmmitzP32kAETZPO9hNQYbPm+r13pomk4E0AVAAYAthJCxDcuwsLD8PXbu3Ok0bNiwcgA4cOCAJDw8XNGzZ09fX19fdVxcnJfJZMLKlSudJ06cWO8xWb58ufOkSZM8AaBHjx6+arU6wM/PT71s2TJnpoxYLG43bdo0D7VaHdCxY0f5kSNHxJGRkQpPT8+gbdu2OQIWj0ffvn3byuVyVb9+/doGBwcrExMTxdnZ2Xxvb+/AwsJCrslkQlhYmGLPnj0OD9q3AwcOSGJiYvwAYNasWe5Dhw71YWT46KOPWjLl1q1bJwsKCgpQKpWquLg4b8aQGTVqlFdgYGCAn5+f+q233nJnynt4eATNnj27VVhYmGLTpk3Suxq+B4WFhTwPD4/6V/4hISF6kUhEA8CCBQtc/f391f7+/uqFCxe2bPhsv3792u7YscOROY+NjfXZvHlzC6PRiClTpngGBgYGyOVy1dKlS50ZHbRv317ev3//NgqFQt2cXIxXArB4ySIjIxXN6S4rK4vfpk0b9eDBg33kcrmqd+/ebbVaLdWYjvbs2eMQGhqqVKlUAX369GnLeLaOHTsmbteunVKhUKiCgoICysrKqJqaGjJkyBAfuVyuCggIUO3fv18CWDw1vXr18u3cubO/t7d34NSpUz0Z2VetWuXk4+MTGBERoTh16pQ9c33WrFnu8+fPd/3666+laWlp4rFjx7ZVKpWqqqoqYuuNW79+vYzxvE2bNs2DeV4sFrd74403PBQKhSokJESZn5/PBYDr169zX3rpJd/AwMCAwMDAgMOHD9sBQFFRESc6Oto/ICBAFRcX52277cyQIUPKt2/fbhvaztIA1uhhYXm6yQMQZv08pJlyzTEcAAghnWAJI6sA8AuAN4jVPUIIuZ/QhkQAAwkhYmso3CAAx+/xzC8Aplm9KCCEyG3C6B6kTHMcBjCdOSGEhN6jvBYA4wkCIcQbwA2apjcA+ArACw/QNgvLM8GrQOtIQHGvIwJQqIGAiPso+yrQbGiXTqcj+fn5AoVCUcdcu3Dhgt2qVavys7Ky0vPy8gQJCQnSiRMnlh4+fNhRr9cTwPLGPD4+vgQAtm3blpeenp55/vz5jPXr17sWFRVxAKC2tpaKiYnRpqenZ9rZ2ZnmzZvncfz48exdu3blfPjhhx4AsHTpUpcWLVqYsrOzMxYsWHA9IyPDDgDkcnndjBkziiZMmOC1YMECV4VCoRs8eHDlw+o4JydHeOzYsewzZ85kLlu2zF2v15OzZ88Kd+/eLUtKStJoNJoMiqLoL774wgkAVqxYUZCWlpap0WjST548KTl9+rSIqUsoFJqTk5Oz4uPjyx5Ujvj4+Ftr1qxxCw0NVb755pvuFy5cEADA8ePHxd9++61TcnJyZlJSUmZCQoLLyZMnRbbPDh8+vHTHjh1SwPL9nTx50mHIkCEVn376qbOjo6MpLS0tMyUlJfObb75x0Wg0fABITU21W7p0aUFubm76o9QdAOTl5QmnTp16Mzs7O0MikZiXLl3q0lBH/fv31y5evLhVYmJidkZGRuYLL7xQ8+GHH7rqdDoyatQo308//fRqVlZWxrFjx7Ls7e3NS5YsaQkA2dnZGd9+++2l+Ph4n5qaGgIAGRkZ4h9++OFSZmZm+o8//ijNycnhXblyhffJJ5+4nzp1SnP8+PHs7OxsUUP5J0yYUBYYGFiTkJBwSaPRZNjb29dbI3l5ebwFCxZ4HD16NDsjIyP93Llzdlu2bGkBWMZxVFRUVVZWVkZUVFTVmjVrXABgypQprWfNmlWclpaWuXfv3typU6f6AMCcOXPco6KiqjIzMzMGDBhQXlhYyGfaiYiIqE1NTX2Q/53/Op4/fzMLy/PFMgA7CSFjAPzxN+soI4ScAuAA4FXrtQ8BfAog1Wr45AF4ublKaJo+SwjZDOB/1ksbaZpuLrQNsKyv8QFw1trOTQAD/0aZ5ngTwFpCSCosf9MSAUxtph8lhJCT1pTZPwNIA/AOIcQAoAp3rodiYflXUQNQOYDID6i1s3hU/zZFRUVciURyR3xWUFBQtUqlqgOAYcOGlR4/ftx+woQJZdHR0dodO3Y4BgUF6QwGA4mMjKwFgCVLlrgePHiwhbU+Xnp6utDNza2ax+PRQ4YMqQQAtVpdKxAIzAKBgI6MjKwtKCjgA8CpU6fsZ8yYcQMAIiIidHK5vD4UbdasWbf27Nkj3bx5s0tqamrGw/SToVevXuUikYgWiURGmUxmuHbtGvfQoUOStLQ0cUhISAAA6HQ6qmXLlkYA+Oabb2SbN292NhqN5ObNm7yUlBRh+/btawFg7NixzRo7hJC7wtWYax07dqy9fPnyhR9++MHh119/dejYsWPAsWPHNEePHrXv27dvuYODgxkA+vXrV3bkyBFJdHR0LVPHkCFDKt59912v2tpa8v333ztGRkZq7e3t6d9++81Bo9GIf/zxRykAaLVaTkZGhpDP59PBwcHVSqWyrqE8D6s7AHBzc6vr1atXNQCMGTOmZPXq1S0BFNvq6OjRo3a5ubnCyMhIJQAYDAYSFhZWlZqaKmzZsqXhxRdfrAEAmUxmBizj4o033rgBAO3atdO5u7vXXbhwQQgAnTp1qnRycjIBgJ+fny43N1dw48YNbocOHbTu7u5GABg8eHBpdnb2fa/VOXHihJ3t88OHDy89duyY/ZgxY8p5PB49YsSICgAICwur/u233xwA4OTJkw4XL16sN66qqqo4ZWVl1F9//SXZs2dPDgCMGDGiYsqUKSamDJfLBY/Ho8vKyiipVPpQv7vPK6zRw8LyhKFpOg+WpATM+TKbzxrcuT5nnvX6ZgCbbcr52Hyuv0fTdNcm2qwFcFcmtYb1NnJ/BYAVjVz3ubs0QNO0GcBc62FLBax9bqbMUevB1NXV5nP9PZqmb8HqzWrQ9oIG57Y6jmtQ/JvG5GdheV7YBOTfTzkzgL8AUQeg9mFDQezs7Mx1dXV3VGOz9u6O8/j4+FuLFi1yk8vlutGjR98CLKFTx44dkyQlJWkkEok5MjJSUVtrEYvL5dIUZamaoigIBAIaADgcDkwmEwEA29Cfhmi1WqqoqIgPAJWVlZxHMUlkZGDkMBqNhKZpMnTo0JK1a9cW2JbVaDT8zz77zDU5OTnTxcXFFBsb66PT6ep1JZFImpVHKpUaS0pK6udwN2/e5Eql0noD09HR0Txu3LjycePGlY8dOxb79u1z5HA491zXIxaL6Q4dOmj37NnjsGPHDunIkSNLAYCmabJ8+fKrsbGxd3jEDhw4IBGLxfelOw6HQ5vNlqLM98jQmO6ApscLcFtHNE2jU6dOlfv3779sW/b06dOixozD5saF7donDodDGwyGRuV4EJprz3Ycc7nc+n7TNI2kpKRMW48RA1O+MQwGAxGLxY99/dazChvexsLCwsLCwgLAMino+AgMHgBwcXExmUwmwoQOAZbwNo1GwzeZTNi9e7esc+fOWgDo1q1bdWFhIX/v3r1OEydOLAWA8vJyjqOjo0kikZjPnTsnTElJeaDQnY4dO1Zt375dCgDJyclC27Ck6dOnewwZMqRk7ty518ePH+/NXI+KipJfvnyZ11h9f4fevXtXHjhwQFpQUMAFgOLiYk52dja/rKyMIxKJzDKZzJSfn889evSo473qsqVLly7aLVu2yBgj4quvvnJidHn48GG7mzdvcgBLiFp2drbQx8enrlu3blU//fRTC61WS1VWVlI//fSTNCYmRtuw7hEjRpRu3rzZ+cyZMxIm7K9nz54Vn3/+uQsTdpaamiqorKxsdJg0pUNPT8+6kydPigFg586d97VWqbCwkP/bb7/ZAcC3334r69ixY1XDMl27dq1OSkqyT0tLEwAWgzY1NVUQEhKiKy4u5h87dkwMAGVlZZTBYECnTp2qtm7dKmP6UVhYyA8ODtY1JUOXLl2q//rrL0lRURFHr9eTvXv3Niq7vb29qaKigtPY86dPn5YUFhZyjUYjdu3aJevatetd/bClU6dOlUwYHgCcOnVKBAAdOnTQbtq0yQkAdu7c6VBZWVnfXlFREUcqlRptDUiWO2GNHhYWFhYWFpbHQpcuXSoOHz5cv/A7NDS06u233/aUy+VqLy8v/ZgxY8qZewMHDiwLDw+vcnFxMQFAbGxshdFoJHK5XDV37lz3kJCQppKsNMo777xzs6SkhCuXy1WLFi1yUygUtVKp1HTw4EH78+fP23300UdF06ZNK+XxePSqVaucTCYTrly5InBxcWk0ZdqgQYP8XV1dg11dXYP79OnT9n5kCAsL082bN6+ge/fucrlcrurWrZs8Pz+fFxUVVRsYGFjj7++vHjNmjE9YWFizk+C33nrLm2k7NDRUOWvWrFv29vZmpVKpUigUqurqauqDDz4oBoDs7GxhdHS0Qi6XqwIDA1WhoaE148aNK+vUqVNNXFxcyQsvvBAQFhYWMGbMmJu2oW02/aw8c+aMpFOnTpVCoZC2tn9LqVTqgoKCAvz9/dWTJ0/2ZrwgtjSnw/nz519/9913vcLCwhT343UCgLZt2+o2bdrkJJfLVWVlZdzZs2ffbFjG3d3duH79+rwRI0a0lcvlqrCwMOWFCxeEQqGQ3rZtW+6bb77ppVAoVF27dpXX1NRQ77777g2TyUTkcrlq+PDhvuvXr89jEj00hre3t+G999673qFDh4BOnTrJg4ODG83YN3bs2FtvvPGGN5PIwPb5+fPnF7z44ovygIAAdXBwcM3o0aPLm+v3l19+mX/27Fk7uVyu8vX1VX/22WcuAPDJJ59cP3nypL1KpQr45ZdfHFu1alUfVvjzzz87dO/eveI+1PqvhTTndmNhYWFhYWF5NklJSckLCQm59SRlOHnypGjp0qVuP/zww+UDBw5Ili9f7nrkyJGcxsrGxMT4zZw5s/iVV165y/vwdzAajairqyNisZhOT08X9OrVS56bm5vGTOQbcubMGeH69eudN27ceO1RtP9v5FHqMCsri//yyy/7X7x48W8nSPg30atXL9+lS5deCwkJ0d+79PNLSkqKc0hIiE9j99g1PSwsLCwsLCyPhejo6NozZ85UNrffzK1btzjh4eEBAQEBNY/K4AEsYU6dO3dWGAwGQtM0Vq5ceaUpgwewJDuIiIhgDZ6HgNXhk0Gn05EBAwaU/9sNnnvBenpYWFhYWFieQ54GTw8LCwvLP0lznh52TQ8LCwsLCwsLCwsLy3MNa/SwsLCwsLCwsLCwsDzXsEYPCwsLCwsLCwsLC8tzDWv0sLCwsLCwsLCwsLA817BGDwsLCwsLC8tjoaqqikRERCiay972LBAZGalITEwU215LTEwUjx8/vvXjbjs2NtbHw8MjSKlUqlQqVQCzWScAzJ8/37VNmzZqf39/tUKhUH322WdOAGAwGDB9+nQPb2/vQKVSqVIqlar33nvPjXnuvffec/Pz81PL5XKVUqlU/fHHH81u/NpY/x81s2bNcp8/f74rYOnz119/fccmoA1lyMrK4vv7+6sB4MCBAxKJRBIaEBCgatu2rfrtt99u9ThlvV/EYnE7AMjLy+P17t27LWDZaHTHjh31m9Fu27bNce7cuW5N1fGo6Nixo5zZtPbfCmv0sLCwsLCwsDwW1qxZ4zxgwIAyLvf52yGjS5cuNZs3b85/nG0wxuJHH310TaPRZHz00UcFr732mjcA/N///Z/LH3/84ZCcnJx58eLF9FOnTmUxGXlnzJjhUVhYyMvMzEzXaDQZf/75p8ZgMFAA8Ntvv9n98ssvLS5cuJCRnZ2dceTIkey2bdvWNSXD4+jP4yA8PLwqMzMz4/z585m7d+92On78+B1GmsFgeGxt3wsfHx/DoUOHLgFAUlKS+ODBg/VGz6hRoyoWL15c9LjaNpvNMJlMGDlyZMmyZctcHlc7zwKs0cPCwsLCwsLyWNi5c6fTsGHDygHL2/jw8HBFz549fX19fdVxcXFeJpMJK1eudJ44cWK9x2T58uXOkyZN8gSAHj16+KrV6gA/Pz/1smXLnJkyYrG43bRp0zzUanVAx44d5UeOHBFHRkYqPD09g7Zt2+YIWPbp6du3b1u5XK7q169f2+DgYGViYqI4Ozub7+3tHVhYWMg1mUwICwtT7Nmzx+FB+3bgwAFJTEyMH2DxUgwdOtSHkeGjjz5qyZRbt26dLCgoKECpVKri4uK8mYn/qFGjvAIDAwP8/PzUb731ljtT3sPDI2j27NmtwsLCFJs2bbrD29G7d29tfn6+AABWrlzptn79+qsymcwMAE5OTqY33nijRKvVUt9++63Lxo0br4rFYhoApFKpecWKFdcBoKCggCeTyYwikYgGgFatWhl9fHwMALBv3z5JQECASi6Xq4YOHepTW1tLbNtfsmSJy9SpUz2Z89WrVzuNGzeudXP9FIvF7WbOnOkeHBys/P333+0fVM8PioODgzkoKKgmKytLMGvWLPeRI0d6R0dH+w8ePLjN9evXuS+99JJvYGBgQGBgYMDhw4ftAKCiooIaMmSIj1wuV8nlctXmzZtbAMD69etlcrlc5e/vr542bZoH04ZYLG73xhtveCgUClVISIgyPz+fCwAajYYfGhqqDAwMDJgxY0b9d8p4pXQ6Hfn444/d9+/fL1UqlaoNGzZIV69e7TR27FgvAMjOzuZHRUXJ5XK5KioqSn7x4kU+YPF8jR8/vnW7du2Unp6eQbZesP/85z+ugYGBAXK5XMWMo6ysLH7btm3Vo0eP9lKr1arc3Fz+iBEjyvfs2eP0uPX/NMMaPSwsLCwsLM85rwKtIwHFvY4IQKEGAiLuo+yrQLOhXTqdjuTn5wsUCkW9F+HChQt2q1atys/KykrPy8sTJCQkSCdOnFh6+PBhR71eTwBg69atzvHx8SUAsG3btrz09PTM8+fPZ6xfv961qKiIAwC1tbVUTEyMNj09PdPOzs40b948j+PHj2fv2rUr58MPP/QAgKVLl7q0aNHClJ2dnbFgwYLrGRkZdgAgl8vrZsyYUTRhwgSvBQsWuCoUCt3gwYMrH1bHOTk5wmPHjmWfOXMmc9myZe56vZ6cPXtWuHv3bllSUpJGo9FkUBRFf/HFF04AsGLFioK0tLRMjUaTfvLkScnp06dFTF1CodCcnJycFR8fX2bbxvbt21v4+/vXlpWVUdXV1Ry1Wn3XZpQZGRmCVq1a1UmlUnNjcg4cOLDy+vXrfB8fn8DRo0d7HTx40B4AampqyJQpU9rs2LEjNzs7O8NoNGLp0qV3eAbGjBlT9tNPP7Vgznfv3i2Li4sra66ftbW1VGBgYG1qaqrmpZdeqnoIFd8XRUVFnHPnztmFhobWAkBqaqr4l19+ydm/f//lKVOmtJ41a1ZxWlpa5t69e3OnTp3qAwBz5sxp5eDgYMrOzs7Izs7O6NevnzYvL4+3YMECj6NHj2ZnZGSknzt3zm7Lli0tmD5FRUVVZWVlZURFRVWtWbPGBQBee+01r0mTJt1MS0vLdHNzu8u1JBQK6f/3//7f9f79+5dpNJqMyZMn3/H9Tp061SsuLq4kOzs7Y/jw4SXTpk2r/x0rLi7mJSUlafbt23fxgw8+8ACAPXv2OOTk5AhTU1MzrV4u8c8//2wPAHl5ecIJEyaUZGZmZsjl8joXFxdTXV0dYX6H/o2wRg8LCwsLCwsLAKAGoHIAUc0jmB8UFRVxJRLJHfFMQUFB1SqVqo7L5WLYsGGlx48ft3dwcDBHR0drd+zY4Xju3DmhwWAgkZGRtQCwZMkSV4VCoQoLCwsoKiripaenCwGAx+PRQ4YMqQQAtVpd26lTJ61AIKAjIyNrCwoK+ABw6tQp+5EjR5YCQEREhE4ul9cwcsyaNetWVVUVZ/PmzS5r1659JCFqvXr1KheJRHSrVq2MMpnMcO3aNe6hQ4ckaWlp4pCQkAClUqk6ceKEw6VLlwQA8M0338hUKlWASqVSXbx4UZiSkiJk6ho7duwdk+F58+Z5KpVK1caNG52/+uqrPJqmQQhpKEKjrFq1ykmpVKrc3NyCc3JyeI6Ojua0tLSMzz777IqLi4tx3LhxvqtXr3ZKSUkRenp66oODg/UAMH78+JITJ05IbOtyd3c3tm7dWv/777/bFRUVcS5duiTs2bNnVXP95HA4GD9+fFljsj0IhBC6uWtJSUn2AQEBqu7du8tnzJhRFB4ergOA3r17l9vb29MAcPLkSYcZM2Z4KZVKVf/+/f2qqqo4ZWVlVGJiosNbb711g6nLxcXFdOLECbsOHTpo3d3djTweD8OHDy89duyYPWAZfyNGjKgAgLCwsOorV67wAeDs2bP2kydPLgWAKVOmlDxoH8+dO2cXHx9fCgDTpk0rTU5OrveMDRgwoJzD4SAsLExXUlLCA4BDhw45JCYmOqhUKpXVoyPUaDRCAGjVqlVd9+7dq23rd3JyMl69epX/oHI9Lzx/QbYsLCwsLCwsd7AJuK+JvRnAX4CoA1D7sFaPnZ2dua6u7o5qGk7UmfP4+PhbixYtcpPL5brRo0ffAizhY8eOHZMkJSVpJBKJOTIyUlFbaxGLy+XSFGWpmqIoCAQCGrBMsE0mEwEAZn1LY2i1WqqoqIgPAJWVlZymvCIPAiMDI4fRaCQ0TZOhQ4eWrF27tsC2rEaj4X/22WeuycnJmS4uLqbY2FgfnU5XryuJRHKHPB999NG1CRMm3GE4iEQic0ZGBl+lUt2xHkelUukLCwv5ZWVllFQqNc+YMaNkxowZJf7+/mpGN1wuFy+//LL25Zdf1gYHB9du2bLFKTw8vAb3wZAhQ8q+++47qVKp1PXp06eMoig01U8A4PP55kexpksqlRpLSkrqK7p58yZXKpXWG9Xh4eFVR44cyWn4nJ2dXb0uaZpGUlJSJmME2V5vODabGz+244/L5cJoNNY/TFFU0w8+BEKhsL5eRjaapjFz5szCd95555Zt2aysLL5YLL5rTOv1etLY9X8LrKeHhYWFhYWFBYBlUtDxERg8gOVtuclkIjU1NfUTwgsXLthpNBq+yWTC7t27ZZ07d9YCQLdu3aoLCwv5e/fudZo4cWIpAJSXl3McHR1NEonEfO7cOWFKSkqzGcYa0rFjx6rt27dLASA5OVmYnZ1dHz42ffp0jyFDhpTMnTv3+vjx472Z61FRUfLLly/zHrbvDL179648cOCAtKCggAsAxcXFnOzsbH5ZWRlHJBKZZTKZKT8/n3v06FHHe9XVkJkzZxZOnTrVu7S0lAKA0tJSatmyZc4SicQ8YsSIWxMnTvRidG80GmEwGAgApKSkCC5cuCBg6jl37pzI09OzLjQ0VFdQUMBPS0sTAEBCQoIT8/3YMnr06LJDhw5Jd+3aJYuLiyttrp+Nyf366697JCQktHjQ/nbp0kW7ZcsWmdlsmbN/9dVXjcrXHJ06dapcsmRJ/XqrU6dOiQCga9eulStWrKi/fvPmTU6XLl2qT58+LSksLOQajUbs2rVL1rVr12bD81544YWqDRs2yABgw4YNja6fcXBwMFVVVTX6K9auXbvqjRs3SgHLeqLw8PBm2+vTp0/lli1bnCsqKigAuHz5Mo/5DhpiNptx8+ZNnkKhuCsk8t8Ca/SwsLCwsLCwPBa6dOlScfjw4foQndDQ0Kq3337bUy6Xq728vPRjxowpZ+4NHDiwLDw8vMrFxcUEALGxsRVGo5HI5XLV3Llz3UNCQqobaaJJ3nnnnZslJSVcuVyuWrRokZtCoaiVSqWmgwcP2p8/f97uo48+Kpo2bVopj8ejV61a5WQymXDlyhWBi4tLoynGBg0a5O/q6hrs6uoa3KdPn7b3I0NYWJhu3rx5Bd27d5fL5XJVt27d5Pn5+byoqKjawMDAGn9/f/WYMWN8wsLCHnity7vvvnuzS5culS+88ILK399fHR0drWTe4q9atarAzc3NoFQq1QEBAaqIiAjl8OHDb3l7exsqKys5Y8eObePr66uWy+UqjUYjWrJkyXWxWEx/8cUXeUOHDvWVy+UqiqIwe/bsmw3bdXFxMfn7+9cWFBQIYmJiaprrZ2NyZ2RkiNzd3e+ZSu2tt97yZvQdGhqqnDVr1i17e3uzUqlUKRQKVXV1NfXBBx8UP4jOvvzyy/yzZ8/ayeVyla+vr/qzzz5zAYCPP/64sLy8nMOk/v7pp58k3t7ehvnz5xe8+OKL8oCAAHVwcHDN6NGjy5urf926dVe//PLLloGBgQEVFRWNrp3p06ePNjs7W8QkMrC99/nnn1/dsmWLs1wuV3333XdO69ata9ZDO3jw4MqhQ4eWRkREKOVyuWrQoEG+5eXljbZ74sQJcbt27ap5vEdm0z9zkObcdywsLCwsLCzPJikpKXkhISG37l3y8XHy5EnR0qVL3X744YfLBw4ckCxfvty1sRAkAIiJifGbOXNm8SuvvPJAb++bwmg0oq6ujojFYjo9PV3Qq1cveW5ubpptmJAtZ86cEa5fv95548aN1x5F+yyN06lTJ/8TJ05cfNJy/NuYMGFC64EDB5Y/qt+vp5WUlBTnkJAQn8busWt6WFhYWFhYWB4L0dHRtWfOnKlsbn+WW7duccLDwwMCAgJqHuWETKvVUp07d1YYDAZC0zRWrlx5pSmDB7AkO4iIiGANnscMa/A8GQIDA2ufd4PnXrCeHhYWFhYWlueQp8HTw8LCwvJP0pynh13Tw8LCwsLCwsLCwsLyXMMaPSwsLCwsLCwsLCwszzWs0cPCwsLCwsLCwsLC8lzDGj0sLCwsLCwsLCwsLM81rNHDwsLCwsLC8lioqqoiERERiuaytz0LREZGKhITE8W21xITE8Xjx49v/bjbjo2N9fHw8AhSKpUqlUoV8Ntvv9Vv0jp//nzXNm3aqJn9ZT777DMnADAYDJg+fbqHt7d3oFKpVCmVStV7773nxjz33nvvufn5+anlcrlKqVSq/vjjj2Y3fm2s/4+aWbNmuc+fP9/1UdWXlZXF9/f3Vzd2b/jw4d7JyclCAPDw8AiSy+UqhUKhio6O9r969eoTz2wcGxvr8/XXX0uBO2WdM2eOm225du3aKR+3LIsXL3ZZtWpVoxutPmuwRg8LCwsLCwvLY2HNmjXOAwYMKONyn/g88pHTpUuXms2bNze7eeTDwhiLH3300TWNRpPx0UcfFbz22mveAPB///d/Ln/88YdDcnJy5sWLF9NPnTqVxWTknTFjhkdhYSEvMzMzXaPRZPz5558ag8FAAcBvv/1m98svv7S4cOFCRnZ2dsaRI0ey27ZtW/c4+9GwP0+aHTt2XAkLC9Mx58eOHcvOysrKaNeuXc38+fNb2ZY1m80wmUz/vJBWbGVdvXr1HbKdO3dO8zjbNhgMeOONN0q++OKLR2aMPklYo4eFhYWFhYXlsbBz506nYcOGlQPAgQMHJOHh4YqePXv6+vr6quPi4rxMJhNWrlzpPHHixHqPyfLly50nTZrkCQA9evTwVavVAX5+fuply5Y5M2XEYnG7adOmeajV6oCOHTvKjxw5Io6MjFR4enoGbdu2zRGw7NPTt2/ftnK5XNWvX7+2wcHBysTERHF2djbf29s7sLCwkGsymRAWFqbYs2ePw4P27cCBA5KYmBg/wOKlGDp0qA8jw0cffdSSKbdu3TpZUFBQgFKpVMXFxXkzE/9Ro0Z5BQYGBvj5+anfeustd6a8h4dH0OzZs1uFhYUpNm3aJLVts3fv3tr8/HwBAKxcudJt/fr1V2UymRkAnJycTG+88UaJVqulvv32W5eNGzdeFYvFNABIpVLzihUrrgNAQUEBTyaTGUUiEQ0ArVq1Mvr4+BgAYN++fZKAgACVXC5XDR061Ke2tpbYtr9kyRKXqVOnejLnq1evdho3blzr5vopFovbzZw50z04OFj5+++/29+PbpcvX+4cGBgYoFAoVC+99JKvVqulACA/P5/bs2dPX4VCoVIoFKpff/3VDgAWLFjg6u/vr/b391cvXLiwXvdGoxGDBw/2kcvlqt69e7dl6mnKc9W1a1ft5cuXBVlZWfy2bduqR48e7aVWq1W5ubn8//znP66BgYEBcrlcZft9ffbZZ06Mp2jgwIFtACA7O5sfFRUll8vlqqioKPnFixf5gMWDM378+Nbt2rVTenp6BjHeHLPZjLFjx3r5+vqqu3bt6nfr1q36twSMrK+99pqHXq+nlEqlasCAAW0Y3TLPT5kyxdPf318tl8tVGzZskAKWMRoZGano3bt32zZt2qgHDBjQxmw2AwCOHz8ujoiIUKjV6oBOnTr5X7lyhce0N336dI+IiAjFRx995CqRSMyenp76I0eOPFZP3z8Ba/SwsLCwsLA857wKtI4EFPc6IgCFGgiIuI+yrwLNhnbpdDqSn58vUCgU9V6ECxcu2K1atSo/KysrPS8vT5CQkCCdOHFi6eHDhx31ej0BgK1btzrHx8eXAMC2bdvy0tPTM8+fP5+xfv1616KiIg4A1NbWUjExMdr09PRMOzs707x58zyOHz+evWvXrpwPP/zQAwCWLl3q0qJFC1N2dnbGggULrmdkZNgBgFwur5sxY0bRhAkTvBYsWOCqUCh0gwcPrnxYHefk5AiPHTuWfebMmcxly5a56/V6cvbsWeHu3btlSUlJGo1Gk0FRFP3FF184AcCKFSsK0tLSMjUaTfrJkyclp0+fFjF1CYVCc3JyclZ8fHyZbRvbt29v4e/vX1tWVkZVV1dz1Gq1vqEcGRkZglatWtVJpVJzY3IOHDiw8vr163wfH5/A0aNHex08eNAeAGpqasiUKVPa7NixIzc7OzvDaDRi6dKlLrbPjhkzpuynn35qwZzv3r1bFhcXV9ZcP2tra6nAwMDa1NRUzUsvvVR1P7ocNWpUWVpaWmZWVlaGQqGoXb16tTMATJ061atz587arKysjPT09IwXXnhBd/z4cfG3337rlJycnJmUlJSZkJDgcvLkSREA5OXlCadOnXozOzs7QyKRmBv2pyE//vhjC5VKVcs8O2HChJLMzMyMtLQ0YU5OjjA1NTUzMzMz4/z58+Kff/7ZPikpSbhs2bJWjKdo/fr1Vxk54+LiSrKzszOGDx9eMm3atPrfleLiYl5SUpJm3759Fz/44AMPANiyZUuLnJwcQVZWVvrmzZuvnD179i7jcN26dQUCgcCs0Wgyfvzxx8u29xISElpcuHBBlJmZmf77779nz58/35MxYjIzM0Vr167Nz8nJSb969arg119/tdfr9eTNN9/02rdvX256enrmuHHjbs2ePduDqa+8vJxz5syZrP/+97/FAPDCCy9UHz16VHI/393TzPPnb2ZhYWFhYWH5W9QAVA4g8gNq7YBGJ833S1FREVcikdwRzxQUFFStUqnqAGDYsGGlx48ft58wYUJZdHS0dseOHY5BQUE6g8FAIiMjawFgyZIlrgcPHmxhrY+Xnp4udHNzq+bxePSQIUMqAUCtVtcKBAKzQCCgIyMjawsKCvgAcOrUKfsZM2bcAICIiAidXC6vYeSYNWvWrT179kg3b97skpqamvEw/WTo1atXuUgkokUikVEmkxmuXbvGPXTokCQtLU0cEhISAAA6nY5q2bKlEQC++eYb2ebNm52NRiO5efMmLyUlRdi+fftaABg7duwdxs68efM8lyxZ0komkxm++uqrPJqmQQi5W4hGWLVqldPnn3/uWl5ezj1x4kSmn5+fIS0tLePQoUOS33//XTJu3Djf+fPnX4uIiKjx9PTUBwcH6wFg/PjxJWvXrm0J4AZTl7u7u7F169b633//3U6tVusuXbok7NmzZ9Unn3zi0lQ/ORwOxo8fX9aocE2QnJwsmj9/vodWq+VUV1dzXnzxxQoAOHXqlGT37t2XAYDL5cLJycl09OhR+759+5Y7ODiYAaBfv35lR44ckQwdOrTczc2trlevXtUAMGbMmJLVq1e3BFDcsL0XX3xRTlEUAgICalasWFFQUlLCadWqVV337t2rAeDQoUMOiYmJDiqVSgUANTU1lEajEZ49e5bq379/WatWrYwA4OrqagKAc+fO2f3888+5ADBt2rTS//73v/XesQEDBpRzOByEhYXpSkpKeABw7NgxybBhw0q5XC58fHwMUVFR2gfR1/Hjx+ufb926tbF9+/ZVJ06cEDs6OpqDgoKqfX19DQCgVqtrcnNz+TKZzHjx4kVRt27d5IDFU+Ti4mJg6hs5cmSpbf0tW7Y0ajQa4YPI9DTCGj0sLCwsLCzPOZuA+1p7YgbwFyDqANQ+bCiInZ2dua6u7o5qGk7UmfP4+PhbixYtcpPL5brRo0ffAiyhOceOHZMkJSVpJBKJOTIyUlFbaxGLy+XSFGWpmqIoCAQCGrBMsE0mEwEAZn1LY2i1WqqoqIgPAJWVlZymvCIPAiMDI4fRaCQ0TZOhQ4eWrF27tsC2rEaj4X/22WeuycnJmS4uLqbY2FgfnU5XryuJRHKHPB999NG1CRMm3GE4iEQic0ZGBp8xIhlUKpW+sLCQX1ZWRkmlUvOMGTNKZsyYUeLv769mdMPlcvHyyy9rX375ZW1wcHDtli1bnMLDw2twHwwZMqTsu+++kyqVSl2fPn3KKIpCU/0EAD6fb37QNV3x8fFtdu/enRMVFVW7evVqp2PHjjXpZWjue25qvDXk2LFj2YzhAgAlJSUcsVhc/x3QNI2ZM2cWvvPOO7dsn/voo49aEkKaFqARhEJhfXlb2e/XiG2M5nTQ1Lj08/OrPX/+fKNrghqOP51OR4lEoof+HXnSsOFtLCwsLCwsLAAsk4KOj8DgAQAXFxeTyWQiNTU19bO5Cxcu2Gk0Gr7JZMLu3btlnTt31gJAt27dqgsLC/l79+51mjhxYilgCbFxdHQ0SSQS87lz54QpKSnNZhhrSMeOHau2b98uBYDk5GRhdnZ2ffjY9OnTPYYMGVIyd+7c6+PHj/dmrkdFRckvX77Me9i+M/Tu3bvywIED0oKCAi4AFBcXc7Kzs/llZWUckUhklslkpvz8fO7Ro0cdH7TumTNnFk6dOtW7tLSUAoDS0lJq2bJlzhKJxDxixIhbEydO9GJ0bzQaYTAYCACkpKQILly4IGDqOXfunMjT07MuNDRUV1BQwE9LSxMAQEJCghPz/dgyevToskOHDkl37doli4uLK22un43J/frrr3skJCS0aK5vNTU1lJeXl0Gv15Pt27fLmOvR0dFaJkTNaDSitLSU6tatW9VPP/3UQqvVUpWVldRPP/0kjYmJ0QJAYWEhn8l29+2338o6dux4X+F1DenTp0/lli1bnCsqKigAuHz5Mq+goIDbu3fvyh9//FHGhF0WFxdzAKBdu3bVGzdulALA+vXrZeHh4c22++KLL2p37dolMxqNuHLlCu+vv/7Zbs/nAAEAAElEQVRq1Mjjcrk0Ewba8Pndu3fLjEYjrl+/zv3f//5n37lz5+qm2gsODtaVlpZyGd3o9XqSlJTUpCcnOztbEBgYWNtcH54FWKOHhYWFhYWF5bHQpUuXisOHD9evTwgNDa16++23PeVyudrLy0s/ZsyYcubewIEDy8LDw6tcXFxMABAbG1thNBqJXC5XzZ079/+zd+dhTVzr48DfLEASCEgA2SFIMtkIi0AUASsqXmjdFWVxB1G8LqhUvcWfbXGpVrEtLtVrrV7cQHFppZWqdde6oMgWQoCKIgIKYQlkIdvvD+7wRQW0tbTWez7P4/OUmZMzZ86c9Jk375kzDl5eXj3exHXnww8/fNbQ0EDGMIy/fv16Ow6Ho7S0tNT98MMPZvfv3zddt25dbUJCgszIyMjw1VdfWel0Onj48KGJjY1Nt0uMTZgwgW1ra+tpa2vrGR4ePuB12uDr66tavXp19YgRIzAMw/jDhw/HqqqqjAICApQeHh4KNpstmD59OtPX1/c334yvWLHi2dChQ1sGDhzIZ7PZgsDAQC6enfjqq6+q7ezsNFwuV8Dj8fj+/v7cqVOn1ru6umpaWlpIM2bMcHN3dxdgGMaXSCTUTZs2PaHRaIZdu3ZVRkREuGMYxicSiZCUlPTsxePa2Njo2Gy2srq62iQkJETR23l2126xWEx1cHDQvLhdq9V2ZiVWrVr1RCQS8YKDgzE2m925ytrXX3/96PLly3QMw/geHh78e/fuUYOCghTR0dENAwcO5Pn6+vKmT5/+LDAwUAkAMGDAANW3335rhWEYv7Gxkdzd+byOiRMntkRERMj8/f25GIbxJ0yY4N7U1ETy8/NTLV++vCY4OJjL4XD4CxYscMbbeeDAAWsMw/hHjhyx2rlzZ6+Z1unTpzcNGDBAzeFwBLGxsS4ikajb6W0xMTHPeDxe50IGXT8vEAiUPB5PMGzYMOzTTz997OLi0uNSeRQKxZCRkVGxatUqJw6HwxcIBPzLly/3uMjEnTt3zMaMGfObpty9jQi9pcQQBEEQBPl7ys/Pr/Ty8qp/dcm+c/36dermzZvtTp069SA7O5uemppqe/HixfLuyoaEhLASExPrxo0b94fcXGm1WmhvbyfQaDRDcXGxyahRo7CKioqirtOLurpz5w5l9+7d1t98883jP+L4SPeCgoLY165dK3txe2hoqHtcXFz91KlTm/+KdiHd6/od/qvb8jry8/Otvby8mN3tQ8/0IAiCIAjSJwIDA5V37txp6e39LPX19SQ/Pz8ej8dT/FEBD0DHczvBwcEcjUZDMBgM8MUXXzzsKeAB6FjswN/fHwU8fay7gAfDML6bm5t64sSJKOB5yzx9+tRo06ZNLz2r9XeEMj0IgiAI8g56GzI9CIIgf6beMj3omR4EQRAEQRAEQd5pKOhBEARBEARBEOSdhoIeBEEQBEEQBEHeaSjoQRAEQRAEQRDknYaCHgRBEARB+kRrayvB39+f09vqbX8HIpGIc+XKFVrXbVeuXKHNmjXLua+PPWnSJKajo6OQy+Xy+Xw+D3+hJADAmjVrbN3c3ARsNlvA4XD427dvtwIA0Gg0sHDhQkdXV1cPLpfL53K5/JUrV9rhn1u5cqUdi8USYBjG53K5/AsXLvT64tfuzh/pXmlpqTGbzRYAPD9GsrOz6efOnevs588//9wGv159ZdKkScx9+/ZZAgCMHj16QNeX0v4vQktWIwiCIAjSJ7Zt22Y9duzYRjL53bvdGDp0qGLo0KGKvjwGHiyuW7fu8ezZsxtPnDhhvmDBAlepVCr+/PPPbS5cuGB+9+7dEgaDoW9oaCAdPny4HwDAkiVLHOvq6oxKSkqKaTSaobGxkbh27Vo7AIDz58+b/vTTT/0KCwvFVCrVUFNTQ1ar1YS+PI+u5/NnjwWNRgNGRt2+J7XPdR0jFy5coJuZmelCQ0PbADpeLvtntiUhIeHp+vXr7TIyMh7+mcd9m6BMD4IgCIIgfeLo0aNWU6ZMaQLo+KXbz8+PExoa6u7u7i6Ijo520el08MUXX1jHxsZ2ZkxSU1Ot4+LinAAARo4c6S4QCHgsFkuwZcsWa7wMjUbzSUhIcBQIBLwhQ4ZgFy9epIlEIo6Tk5Pw0KFDFgAd7+l5//33B2AYxv/ggw8GeHp6cq9cuUKTSqXGrq6uHjU1NWSdTge+vr6cEydOmP/Wc8vOzqaHhISwAACWLVvmEBERwcTbsG7duv54uZ07dzKEQiGPy+Xyo6OjXfFAJiYmxsXDw4PHYrEES5cudcDLOzo6CpOSkux9fX053377rWXXY4aFhcmrqqpMAAC++OILu927dz9iMBh6AAArKyvdokWLGuRyOfHw4cM233zzzSMajWYAALC0tNRv3br1CQBAdXW1EYPB0FKpVAMAgL29vZbJZGoAAL777js6j8fjYxjGj4iIYCqVyueCoU2bNtnMnz/fCf87LS3NaubMmc69nSeNRvNJTEx08PT05P78889mPfVn16wE/jm8n0UiEScsLGyAm5ubYOzYsW56vb6zrxISEhyFQiFPKBTyioqKTPC64uLinAYNGoQtWLDAqbi42CQ4OJgtEAh4vr6+nLy8PAoAQFVVFTk0NNSdw+HwORwOH8/EfPLJJ7ZsNlvAZrMFKSkp/QE6MjgDBgwQREZGurJYLEFgYCC7tbWVAABw9epVGofD4Xt7e3O3bt3aee3xMVJaWmqcnp5us2vXLlsul8vPyckxW7ZsmcOaNWtsAQBu3LhB9fLy4mIYxg8NDXV/9uwZCaAjw4afH5PJ9MjJyTED6Age582b5+Th4cHDMIy/efNmawAAvV4PM2bMcHF3dxcMGzaMVV9f3xlhhoWFtV69etVco9H0dAneeSjoQRAEQZB33BwAZxEA51X//AE4AgCe/2uUnQPQ69QulUpFqKqqMuFwOO34tsLCQtOvvvqqqrS0tLiystIkPT3dMjY2Vnb27FkLPNtw8OBB6/j4+AYAgEOHDlUWFxeX3L9/X7x7927b2tpaEgCAUqkkhoSEyIuLi0tMTU11q1evdrx69ar02LFj5WvXrnUEANi8ebNNv379dFKpVPzJJ588EYvFpgAAGIa1L1mypHb27Nkun3zyiS2Hw1FNnDix5U37uLy8nHL58mXpnTt3SrZs2eKgVqsJ9+7do2RlZTFyc3MlEolETCQSDbt27bICANi6dWt1UVFRiUQiKb5+/Tr91q1bVLwuCoWiv3v3bml8fHxj12NkZGT0Y7PZysbGRmJbWxtJIBCoX2yHWCw2sbe3b7e0tNR3187x48e3PHnyxJjJZHpMmzbN5YcffjADAFAoFIR58+a5ZWZmVkilUrFWq4XNmzfbdP3s9OnTG3/88cd++N9ZWVmM6Ojoxt7OU6lUEj08PJQFBQWSf/zjH62/p29LSkqoO3bsqCovLy9+9OiRyblz5zqDJ3Nzc11hYWHJvHnzni5atKhzTFZUVFCuX78u3bNnz+O4uDjXnTt3PiouLi7ZvHnz44SEBBcAgPnz57sEBwfLS0tLxcXFxeKBAweqrl69Sjt8+LDV3bt3S3Jzc0vS09Ntrl+/TgUAePToEWXx4sVPy8vLiy0sLHTp6emWAACxsbHMrVu3Prp//76ku/ZzOJz2GTNmPJs/f36dRCIRh4WFPdcPs2bNctuwYcNjqVQqFggEypUrV3YGwVqtllBYWFiyadOmqpSUFAcAgC+//NLawsJCV1RUVJKfn1/yn//8x0YikRgfOHCgX3l5uUlpaWnx/v37H967d6+zn0gkEri6uqpu3rz5PztNEQU9CIIgCIIAAIACgFgOQFX8AfcHtbW1ZDqd/tzDPEKhsI3P57eTyWSYMmWK7OrVq2bm5ub6wMBAeWZmpkVeXh5Fo9EQRCKREgBg06ZNthwOh+/r68urra01Ki4upgAAGBkZGSZPntwCACAQCJRBQUFyExMTg0gkUlZXVxsDANy4ccMsKipKBgDg7++vwjCscyrasmXL6ltbW0n79++32bFjR9WbnisAwKhRo5qoVKrB3t5ey2AwNI8fPybn5OTQi4qKaF5eXjwul8u/du2a+a+//moCAPCf//yHwefzeXw+n19WVkbJz8+n4HXNmDHjuWBn9erVTlwul//NN99Y7927t9JgMACB8Hoz0r766isrLpfLt7Oz8ywvLzeysLDQFxUVibdv3/7QxsZGO3PmTPe0tDSr/Px8ipOTk9rT01MNADBr1qyGa9eu0bvW5eDgoHV2dlb//PPPprW1taRff/2VEhoa2trbeZJIJJg1a1Zjd217XUKhsM3d3V1DIpFAIBAoKioqjPF9M2fOlAEAzJ07V5aXl9d5kz9x4sRGMpkMzc3NxLy8PLOIiAh3LpfLX7BggevTp0+NAABu3LhB//DDD58BAJDJZLCystJdunTJ7P33328yNzfXW1hY6D/44IPGixcv0gEAHB0d1UOGDFECAPj4+CgqKytNGhoaSHK5nPTBBx+0AgDMmTOn4bec24ufnzt3bsPNmzc7zyMiIqIRAGDIkCFtjx8/NgYAOH/+vPnRo0etuFwu38fHh9fY2EgWi8WUy5cv06dMmSIjk8nAZDI1AQEB8q7Hsra21lZVVf01c/3eAu/eJFsEQRAEQZ7zLcBr3djrAeAmAHUwgPJNox5TU1N9e3v7c9W8eKOO/x0fH1+/fv16OwzDVNOmTasH6JgadPnyZXpubq6ETqfrRSIRR6nsaBaZTDYQiR1VE4lEMDExMQB03GDrdDoCAIDBYOixbXK5nFhbW2sMANDS0kLqKSvyW+BtwNuh1WoJBoOBEBER0bBjx47qrmUlEonx9u3bbe/evVtiY2OjmzRpElOlUnX2FZ1Of649+DM9XbdRqVS9WCw25vP57V238/l8dU1NjXFjYyPR0tJSv2TJkoYlS5Y0sNlsAd43ZDIZRo8eLR89erTc09NTeeDAASs/P7/Xej5p8uTJjUeOHLHkcrmq8PDwRiKRCD2dJwCAsbGx/nWe4yGTyQadTgcAHdO0NBpN52Dprm/xv/FxAABAIBA6y5mZmekBAHQ6HdDpdK1EIhG/zvn1Nm6MjY27tsOgVCqJvyUA/T0oFIoBoOOadRnbhNTU1EeTJk16LkOZnZ1t0Vtb1Go1kUajvfFY/7tCmR4EQRAEQQCg46ZgyB8Q8AAA2NjY6HQ6HUGhUHTehRUWFppKJBJjnU4HWVlZjODgYDkAwPDhw9tqamqMT548aRUbGysDAGhqaiJZWFjo6HS6Pi8vj5Kfn9/rCmMvGjJkSGtGRoYlAMDdu3cpUqm0c/rYwoULHSdPntzw0UcfPZk1a5Yrvj0gIAB78ODBH/ZLeFhYWEt2drZldXU1GQCgrq6OJJVKjRsbG0lUKlXPYDB0VVVV5EuXLln81roTExNr5s+f7yqTyYgAADKZjLhlyxZrOp2uj4yMrI+NjXXB+16r1XYGEfn5+SZdV/HKy8ujOjk5tXt7e6uqq6uN8edi0tPTrfDr09W0adMac3JyLI8dO8aIjo6W9Xae3bX7n//8p2N6enq/F7e7urq23717lwYAcOjQoX5dA5vepKenMwAA9u7da+nj49P24n4Gg6F3cnJqx5+P0uv18Msvv1ABAAIDA+X4FD6tVgsymYw4fPjw1h9//LGfXC4ntrS0EH/88UfLkJCQl/oBZ21trTMzM9P99NNPZgAA+/fvZ3RXjk6n6+RyOenF7VZWVjpzc3Md/rzO3r17rQICAnqdBhgaGtr89ddf2+BTQgsKCkxaWlqI7733nvzYsWMMrVYLDx8+NLp58+ZzmboHDx6Y+Pj4qHqr+12Ggh4EQRAEQfrE0KFDm8+ePds5Vcfb27t1+fLlThiGCVxcXNTTp09vwveNHz++0c/Pr9XGxkYHADBp0qRmrVZLwDCM/9FHHzl4eXm9dEPbmw8//PBZQ0MDGcMw/vr16+04HI7S0tJS98MPP5jdv3/fdN26dbUJCQkyIyMjw1dffWWl0+ng4cOHJjY2Nt2urz1hwgS2ra2tp62trWd4ePiA12mDr6+vavXq1dUjRozAMAzjDx8+HKuqqjIKCAhQenh4KNhstmD69OlMX1/f3/ysy4oVK54NHTq0ZeDAgXw2my0IDAzk4r/if/XVV9V2dnYaLpcr4PF4fH9/f+7UqVPrXV1dNS0tLaQZM2a4ubu7CzAM40skEuqmTZue0Gg0w65duyojIiLcMQzjE4lESEpKemmFMRsbGx2bzVZWV1ebhISEKHo7z+7aLRaLqQ4ODi89Tb9o0aJnN27coAuFQt7NmzdNqVTqa2Uk1Go1wdPTk7tz507btLS0bjOaR44c+XXfvn3WHA6Hz2azBcePH+8HAPD1118/unz5Mh3DML6Hhwf/3r171KCgIEV0dHTDwIEDeb6+vrzp06c/CwwMVPbWhr1791YuXrzYxdvbm4svEPGiSZMmNf3www/98IUMuu7bt2/fg5UrVzphGMYvKCigbty48Ulvx1u6dGk9l8tVCYVCHpvNFsydO9dVo9EQpk+f3jRgwAA1h8MRxMbGuohEos5graqqimxiYmJwdXX9n13JgNBbGg9BEARBkL+n/Pz8Si8vr/q/sg3Xr1+nbt682e7UqVMPsrOz6ampqbYXL14s765sSEgIKzExsW7cuHE9/qr+W2i1WmhvbyfQaDRDcXGxyahRo7CKiooifLrQi+7cuUPZvXu39TfffPP4jzg+0r2goCD2tWvXyv6IuhwdHYW5ubkl9vb2f+8XQf0JPv300/7m5ub6pUuX/qX/T+hr+fn51l5eXszu9qFnehAEQRAE6ROBgYHKO3futPT2ctL6+nqSn58fj8fjKf6ogAeg47md4OBgjkajIRgMBvjiiy8e9hTwAHQsduDv748Cnj72RwU8yG/Tr18/3YIFC37TIgvvGpTpQRAEQZB30NuQ6UEQBPkz9ZbpQc/0IAiCIAiCIAjyTkNBD4IgCIIgCIIg7zQU9CAIgiAIgiAI8k5DQQ+CIAiCIAiCIO80FPQgCIIgCNInWltbCf7+/pzeVm/7u5o0aRJz3759ll23VVZWGoWFhb3WO3ze1Pbt263YbLaAxWIJ3N3dBWvWrLHF933yySe2bm5uAgzD+BwOhx8XF+eEv8jyyy+/tMIwjI9hGJ/NZgsOHjzYDwDg559/NvX09ORyuVz+gAEDBMuWLXPo7fhpaWlWM2bMcOnLcywtLTVms9mCP7JOkUjEuXLlCu3F7YcOHbL46KOP7AAAli1b5tC/f39PLpfLZ7PZgkOHDv3ml8f+0bKzs+khISEsgOfbeuDAgX53796l4OUSExMdTp06Re+pnj/CkydPyMHBwey+PEZfQEtWIwiCIAjSJ7Zt22Y9duzYRjL57bjd0Gg0YGTU7Tsz/xBMJlOTk5Pza58dADrO4eTJk+Y7d+7sf+7cOSmTydQoFArC119/bQUA8Pnnn9v8/PPP5nfu3JFYW1vrVCoVISUlxbatrY3w+PFjcmpqqv39+/dLrKysdM3NzcSamhoyAEBsbKzbkSNHKgICApRarRby8/MpvbfkjzufvrwmrysmJqYZAJrxv+fPn1+XkpJSd+/ePcqIESM4kZGR+SQSqbP8X9nurm09depUP61W2+zr66sCAPjyyy97fbHpm9JoNODg4KC1tbXVnD171nTUqFG/6aXBfyWU6UEQBEEQpE8cPXrUasqUKU0AHb9U+/n5cUJDQ93d3d0F0dHRLjqdDr744gvr2NhYZ/wzqamp1nFxcU4tLS3EYcOGsTgcDp/NZgv27NljCdDxQsqEhARHoVDIEwqFvKKiIhMAgMOHD1t4enpyeTwef8iQIVhVVRUZoONX+6ioKNfAwED2xIkT3XJzcylCoZDH5XL5GIbxCwsLTQAAdu7cycC3R0dHu/6e7FTXzERaWprVqFGj3IODg9murq4e8+fPd8LLnThxwtzb25vL5/N54eHhA5qbm4kAAElJSfYeHh48NpstiIqKctXr9QDQkZ1YuHCho7+/P2fdunW2n3/+uf3GjRsfM5lMDQAAjUYzLF++vB4AYOvWrfZ79ux5aG1trQMAoFAohg0bNtQyGAx9TU2Nkampqd7CwkIHAGBhYaHncrntAAAymYzs4uKiAQAgk8mA30TX1dWRRo4c6Y5hGN/Ly4t769YtatdzbmhoIDk6Ogp1Oh0AdLwfyc7OzlOtVhOKi4tNgoOD2QKBgOfr68vJy8ujAHRkyeLi4pwGDRqELViwwAleQ2lpqbGvry+Hz+fz+Hw+79y5c6b4vtWrV9viWa0FCxY4AgDcuHGD6uXlxcUwjB8aGur+7Nmzzohl//79Vj4+Plw2my24ePEiDb9e3WWuBg4cqCKRSFBbW0t+8TpcvXqV5u/vzxEIBLygoCD2w4cPjQAAioqKTIYMGYJxOBw+n8/nFRcXm+j1epg3b54Tm80WYBjGx8dzdnY2XSQSccLCwga4ubkJxo4d64Zf96ysLHM3NzeBr68vJysrqx/eJryt586dMz1//ny/1atXO3G5XH5xcbFJ1wzkd999R+fxeHwMw/gRERFMpVJJAOj4Di1dutSBz+fzMAzj49elpaWFGBERwfTw8ODxeDw+ngVMS0uzCg8PHzB8+HBWcHAwBgAwfvz4pvT0dKvXuXZvi7fjpxcEQRAEQfrOzTnO0FT00pSelxgMADoFEUg0PRAIvZft56GAwd9W9bRbpVIRqqqqTDgcTju+rbCw0DQvL68Iw7D2oUOHstPT0y1jY2NlAoGAr1arH5uYmBgOHjxovXv37ocnTpwwt7Oz01y6dKkcoOPmGq/H3NxcV1hYWLJ9+3arRYsWOV+8eLE8NDS0NTIyUkIkEmHr1q3WKSkpdnv27HkMAFBQUEC7deuWxMzMzDBz5kznBQsW1CUkJMhUKhVBq9XCvXv3KFlZWYzc3FyJiYmJYdq0aS67du2yWrhw4Ru9zFEsFtPy8/PFVCpVz2KxPJKSkupMTU0NGzZssL9y5YrU3Nxcn5ycbLd27VrbLVu21Hz44YdPt2zZUgMAMH78eLeMjAyL6OjoZgCApqYm0p07d0oBAL788kv7wMBAxYvHa2xsJCoUCiIeyLxo8ODBCmtra42zs7MwMDBQPnHixEa8/vj4+Doej+cxaNAg+ahRo5r/+c9/NtBoNMOKFSscvLy8FOfPn6/4/vvv6TNnznSTSCRivE4rKysdl8tV/Pjjj/QxY8bIMzIyLN57771mExMTQ1xcnOu///3vh0KhUH3hwgXThIQEl5s3b0oBACoqKijXr1+Xvm4W0MHBQXv16lUpjUYzFBYWmkRFRQ0oKioqOXr0qPkPP/xgeffuXQmdTtfX1dWRAABmzZrl9sUXXzz64IMPWhMTEx1Wrlzp8O23HeNVoVAQ8/LyJGfOnDGLj493KysrK+7puBcuXDAlEokGe3t7bdfroFarCYMHD+b88MMP5Q4ODto9e/ZYJiUlOR47dqwyOjraLSkpqXbGjBlNCoWCoNPpCOnp6f0KCwupJSUlxTU1NWSRSMQbNWpUKwBASUkJ9f79+78ymUyNr68v99y5c2bBwcFtCxcuZJ47d65UIBCoR48e/dK0ydDQ0LaRI0c2jR49unn27NmNXfcpFArCvHnz3M6ePVvq6empnjBhAnPz5s02a9aseQoAYG1trRWLxSUbN2602bhxo21mZubDjz76yD4kJKTl2LFjlfhLg8eOHdsCAHDv3j2zgoKCYltbWx0AQGBgYFtKSkqvUyDfNijoQRAEQRCkg05BhNZyKpixlEA21b9JVbW1tWQ6nf5cukQoFLbx+fx2AIApU6bIrl69ajZ79uzGwMBAeWZmpoVQKFRpNBqCSCRSUigUfXJysnNCQoLjuHHjmsPCwlrxembOnCkDAJg7d65s9erVzgAADx48MB4/frzTs2fPjNrb24nOzs5qvHxYWFiTmZmZAQAgICCgbcuWLfaPHz82joyMbBQKheqcnBx6UVERzcvLiwcAoFKpiP3793/jB5GCgoJarKysdAAALBZLVVFRYSKTyUgVFRUUkUjEBQDQaDQEX1/fVgCAM2fO0Ldu3WqnUqmITU1NZD6fr4T/TmOKioqSvep4BoMBCF2C1ePHj5snJyc7yeVy0v79+38NDQ1tu3LlStnly5dpZ8+eNV+1apVzbm6u6datW59s2bKlZvbs2bLs7Gzzo0ePWh07dszq9u3bpbdv36YfP368HABg7Nix8vj4eHLXABQAICIiovHIkSOWY8aMkR89epSxYMGCZ83NzcS8vDyziIgId7xce3t7Z+MmTpz4m6Y9tre3E2JjY13FYjGVSCTCw4cPTQAAzp07Zz5t2rR6Op2uBwCwtbXVNTQ0kORyOemDDz5oBQCYO3duQ0RERGfQEB0dLQMACA8Pb21tbSXW19eTXjzerl27bI8ePWplamqqS09P/5VI7JgchV+HgoICk7KyMurw4cMxAAC9Xg82NjaaxsZGYl1dnfGMGTOaADqycABguHr1Kn3KlCkyMpkMzs7O2kGDBrVeu3aNZmFhoRcKhW3u7u4aAACBQKCoqKgwptPpOicnJ7VQKFQDAMTExDR88803Nq/bX/n5+RQnJye1p6enGgBg1qxZDTt27OgPAE//2weNAAAikUjx/fffWwIAXLp0yfynn37ql5aWZgcAoFarCeXl5cYAAMHBwS14wAPQEYQ+ffrU+HXb8zZAQQ+CIAiCvOt6ycg8x6AHqL9JBevBSiC82Qx4U1NTfXt7+3OVEF7IHuF/x8fH169fv94OwzDVtGnT6gEAPD091ffu3RMfP37cIjk52fH8+fMteBYEvwH9bx0GAICFCxe6LFmypDYmJqY5Ozub3vVXaFPT/wvg5s+fLwsODm47efKkRXh4OLZz585Kg8FAiIiIaNixY0f1G530C4yNjQ34f5NIJINGoyEYDAYICgpqOX369IOuZRUKBWH58uWut27dErNYLM2yZcscVCpV54niN/UAACwWS3n9+nXa2LFj5V3rYDAYeiqVqpdIJMZcLrd90qRJLZMmTRKHhISw1Go1EaCj70JCQhQhISGK8PDwlri4OObWrVufAAAIBAK1QCB4tmzZsmdWVlbetbW1JIPBAC/C+xwXFRXVlJKS4lhXV0cqKiqijRkzpqWlpYVIp9O1XbNCXZmZmf2moHr9+vW2/fv31xw/fvyBXq8HKpXqC/ByoPc6ehqHXeHP9Ly4Hb8OBoOBwGKxlPfv35d03S+Tybr94nTXjzgTE5Ou4wS0Wi2hp3a9rt6OB9Ax7REAgEwmG/DjGQwGyMrKKvfy8lJ3LXvt2jVTGo323PVSKBQEExOTN/ph5M+GnulBEARBEKQDgQhgM+SNAx4AABsbG51OpyMoFIrOO7fCwkJTiURirNPpICsrixEcHCwHABg+fHhbTU2N8cmTJ61iY2NlAB0rodHpdP2CBQtkiYmJdffv3++cnpeens4AANi7d6+lj49PGwCAXC4n4c+k7N+/v8dnDcRisTGPx1OvXr366ahRo5ru379PDQsLa8nOzrasrq4mA3Q8xyKVSo0BACZMmMDEn/v4IwwbNqwtNzfXDH8WSS6XEwsKCkwUCgURAMDOzk7b3NxMPH36tGVPdaxYsaL2o48+cnr06BEZAECpVBLWrVvXHwAgMTGxZu7cua549kKv1wMe8FRWVhpdu3at81xyc3Npjo6O7QAAGRkZFvizJIWFhRQSiWSwtrbWDR48WL5v3z4rgI7nTywtLbUMBuO5m10LCwu9l5dX27x581xGjBjRTCaTgcFg6J2cnNq//fZbS7wdv/zyy3PPA+EuXrxImzBhArO3fmtubibZ29trSCQS7Ny50wp/higsLKzlwIED1nK5nAjQce2srKx05ubmupycHDMAgL1791oFBAR0ZgqPHDliCQDw008/mdHpdB2ejfstPD09VTKZjHz+/HlTgI6sSG5uLoXBYOjt7OzaDxw40A+g49rI5XLie++9J8/KymJotVp48uQJ+fbt22bBwcE9LgLg7e2tevz4sXFxcbEJAEBGRgaju3JmZma6lpaWl76w3t7equrqamN8nKWnp1vh37eehISEtKSmptri4+D69evdXi8AgKKiIgqGYcre6nvboEwPgiAIgiB9YujQoc1nz541Gz9+vBwAwNvbu3X58uVOEomEOmjQIPn06dOb8LLjx49vLCgooNnY2OgAAO7evUv917/+5UQkEoFMJht27tz5EC+rVqsJnp6eXL1eT8jIyPgVACA5OflJVFSUu62tbbufn1/bo0ePTLpr04EDBxjHjh2zIpPJBhsbG81nn332xNbWVrd69erqESNGYHq9HoyMjAxpaWmPMAxrLykpoTk7O2u6q2vp0qWuq1atcgYAsLe3b8/MzHzlym0ODg7a3bt3V0ZGRg7Ap3t9/PHH1Z6ens0xMTHP+Hy+wMnJqd3Ly6vHG+KpU6c219bWkkeMGMHBMx0xMTH1AAArVqx4plAoiH5+fjxjY2O9qampXiQStQYEBCgaGhpISUlJTnV1dUYmJiYGBoOh2bNnzyMAgIMHD1qtWrXKmUKh6MlksuGbb755QCaTYdOmTU+io6OZGIbxqVSqfv/+/Q+6a9OUKVMa58yZMyA7O7sU33bkyJFf586d67pp0yZ7rVZLmDBhgiwgIOClG+XKykoTKpX6UmpCo9EQjI2N9QAAiYmJTydNmuR+6tQpy6CgIDmVStUDAEyePLnl3r17NG9vb56RkZFh5MiRzdu3b6/et2/fg4SEBNfFixcTXVxc1EeOHKnE67W0tNT5+PhwW1tbSf/+97+7PZ9XoVAohoyMjIrFixe7yOVykk6nIyQkJNT5+fmpDh48+GDu3Lmua9eudTAyMjIcO3asYvr06U03btww4/F4AgKBYPj0008fu7i4aAsKCrqtn0ajGbZt2/Zw9OjRLAaDoR00aFBrSUnJS0FITEyMLCEhgblr1y7brKysiq6f37VrV2VERIS7TqcDLy8vRVJS0rPezmnjxo1P4uPjXbhcLt9gMBCcnJzUFy9eLO+u7Llz5+hhYWHN3e17WxFelf5CEARBEOTvJz8/v9LLy6v+r2zD9evXqZs3b7Y7derUg+zsbHpqaqptTzdRISEhrMTExLpx48b1+mu0o6OjMDc3twR/sLwvyWQyYkxMDPPMmTN9ugz1/7p58+Y5zZkzp2HQoEHPBUQHDx7sd/jwYcaPP/6I+v8t4+fnxzlz5kw5/iPF2yI/P9/ay8uL2d0+lOlBEARBEKRPBAYGKu/cudPS2/LP+CpRPB5P8aqA58/GYDD0KODpe7t373784rbExESHM2fO9Pv2229/VyYG6TtPnjwhL1mypO5tC3heBWV6EARBEOQd9DZkehAEQf5MvWV60EIGCIIgCIIgCIK801DQgyAIgiAIgiDIOw0FPQiCIAiCIAiCvNNQ0IMgCIIgCIIgyDsNBT0IgiAIgvSJ1tZWgr+/P6e31dv+riZNmsTct2/fcy8QraysNAoLCxvwZxx/+/btVmw2W8BisQTu7u6CNWvW2OL7PvnkE1s3NzcBhmF8DofDj4uLc1Kr1QQAgC+//NIKwzA+hmF8NpstOHjwYD8AgJ9//tnU09OTy+Vy+QMGDBAsW7bMobfjp6WlWc2YMcOlT0/yHSISiThXrlyhAQC89957rPr6elJ9fT1p48aNNniZP2P8ZGdn00NCQlgAAEeOHLFYunRpr9f5XYKCHgRBEARB+sS2bdusx44d20gmvx1vyNBoun3H6B+GyWRqcnJy+nSJa41GA0ePHjXfuXNn/3PnzknLy8uLCwsLxRYWFjoAgM8//9zm559/Nr9z545EKpWK8/PzS/r3769ta2sjVFRUGKWmptr/8ssvpVKpVJybm1vi5+enAACIjY11271790OJRCKWSqXFMTExsr48j67n82f7q4Pwy5cvl1tbW+saGhpIe/fu7Y9v/zPGT1dTp05tzsnJ6SeXy/8n4oH/iZNEEARBEOTPd/ToUaspU6Y0AXT8wuzn58cJDQ11d3d3F0RHR7vodDr44osvrGNjY53xz6SmplrHxcU5tbS0EIcNG8bicDh8Npst2LNnjyVAx8tJExISHIVCIU8oFPKKiopMAAAOHz5s4enpyeXxePwhQ4ZgVVVVZACAZcuWOURFRbkGBgayJ06c6Jabm0sRCoU8LpfLxzCMX1hYaAIAsHPnTga+PTo62vX33BiXlpYas9lsAUBHJmTUqFHuwcHBbFdXV4/58+c74eVOnDhh7u3tzeXz+bzw8PABzc3NRACApKQkew8PDx6bzRZERUW56vV6AOjIEixcuNDR39+fs27dOtvPP//cfuPGjY+ZTKYGAIBGoxmWL19eDwCwdetW+z179jy0trbWAQBQKBTDhg0bahkMhr6mpsbI1NRUjwdIFhYWei6X2w4AIJPJyC4uLhoAADKZDL6+vioAgLq6OtLIkSPdMQzje3l5cW/dukXtes4NDQ0kR0dHoU7X8coWuVxOtLOz81Sr1YTi4mKT4OBgtkAg4Pn6+nLy8vIoAB1Zsri4OKdBgwZhCxYscIIedM1KAADMmDHDJS0tzQofB0uXLnXg8/k8DMP4eN3Lli1zGD9+vNvgwYMxV1dXj9TUVGu8rkGDBmFjxoxx43A4Aq1WC/PmzXPy8PDgYRjG37x5szV+nNWrV9viWbIFCxY4AgDcuHGD6uXlxcUwjB8aGur+7NkzEn5t8PHIZDI9cnJyzAA6spyjR48egGEY/4MPPhigUqkIeP2Ojo7Cmpoa8vLly52qqqpMuFwuf968eU5dx49CoSBMnjyZiWEYn8fj8U+fPk3/veMqKyvL3M3NTeDr68vJysrqh5cnEokwZMgQeWZmpkVP1+Bd8nb89IIgCIIgSN+5OccZmoporyxnMADoFEQg0fRAIPRetp+HAgZ/W9XTbpVKRaiqqjLhcDjt+LbCwkLTvLy8IgzD2ocOHcpOT0+3jI2NlQkEAr5arX5sYmJiOHjwoPXu3bsfnjhxwtzOzk5z6dKlcoCOm2u8HnNzc11hYWHJ9u3brRYtWuR88eLF8tDQ0NbIyEgJkUiErVu3WqekpNjt2bPnMQBAQUEB7datWxIzMzPDzJkznRcsWFCXkJAgU6lUBK1WC/fu3aNkZWUxcnNzJSYmJoZp06a57Nq1y2rhwoUNr+yzXojFYlp+fr6YSqXqWSyWR1JSUp2pqalhw4YN9leuXJGam5vrk5OT7dauXWu7ZcuWmg8//PDpli1bagAAxo8f75aRkWERHR3dDADQ1NREunPnTikAwJdffmkfGBioePF4jY2NRIVCQcQDmRcNHjxYYW1trXF2dhYGBgbKJ06c2IjXHx8fX8fj8TwGDRokHzVqVPM///nPBhqNZlixYoWDl5eX4vz58xXff/89febMmW4SiUSM12llZaXjcrmKH3/8kT5mzBh5RkaGxXvvvddsYmJiiIuLc/33v//9UCgUqi9cuGCakJDgcvPmTSkAQEVFBeX69evSN8kCWltba8ViccnGjRttNm7caJuZmfkQAKCkpIR69+7dErlcTvLx8eFPmjSpGQCgoKDANC8vr5jL5bZv2bLF2sLCQldUVFSiVCoJ/v7+3DFjxrQUFBRQfvjhB8u7d+9K6HS6vq6ujgQAMGvWLLcvvvji0QcffNCamJjosHLlSodvv+0Y/1qtllBYWFiSmZlpkZKS4hAWFibdsmVLfyqVqpdKpeJbt25RAwMD+S+2PzU19fHo0aOpeH+WlpYa4/s2bdrUHwBAKpWK8/LyKO+//z67oqKiCOC3jauUlJTahQsXMs+dO1cqEAjUo0ePfm76nJ+fX9vVq1fN4uLiGn/3hfibQJkeBEEQBEE66BREaC2ngk7xxvcHtbW1ZDqd/ly6RCgUtvH5/HYymQxTpkyRXb161czc3FwfGBgoz8zMtMjLy6NoNBqCSCRSDhw4UHn16lXzhIQEx5ycHDMrK6vOt7/PnDlTBgAwd+5cWV5enhkAwIMHD4yDg4PZGIbx09LS7CQSSWdGIiwsrMnMzMwAABAQENCWmppqn5ycbFdWVmZsZmZmyMnJoRcVFdG8vLx4XC6Xf+3aNfNff/3V5E37ICgoqMXKykpHo9EMLBZLVVFRYXLp0iXTiooKikgk4nK5XH5GRobVo0ePjAEAzpw5Q/f09ORiGMa/ceMGvaioqPMcoqKiXjndzGAwAKFLsHr8+HFzLpfLd3R0FJ47d86UTCbDlStXyg4fPlzBZrNVq1atcsaf3dmyZUvNL7/8UjJy5MiWo0ePWg0bNgwDALh9+zY9Nja2AQBg7Nix8qamJnLXABQAICIiovHIkSOWAABHjx5lREZGNjY3NxPz8vLMIiIi3LlcLn/BggWuT58+NcI/M3HixDee9hgdHd0IACASiRRVVVWd1ys8PLzJzMzMYG9vrw0ICGi5evWqKQCAp6dnGx4Qnj9/3vzo0aNWXC6X7+Pjw2tsbCSLxWLKuXPnzKdNm1ZPp9P1AAC2tra6hoYGklwuJ33wwQetAABz585tuHnzplnX8wcAGDJkSNvjx4+NAQCuXbtmNn369AYAgEGDBikxDHspSO3NjRs3zGbMmNEAAODj46NycHBoLywspAD8tnF1//59ipOTk1ooFKqJRCLExMQ8F8jb2dlpa2trjbtrw7sGZXoQBEEQ5F3XS0bmOQY9QP1NKlgPVgLhzeIeU1NTfXt7+3OVEF7IHuF/x8fH169fv94OwzDVtGnT6gEAPD091ffu3RMfP37cIjk52fH8+fMteBaESCR2rcMAALBw4UKXJUuW1MbExDRnZ2fTU1JSOh/QNjU11eP/PX/+fFlwcHDbyZMnLcLDw7GdO3dWGgwGQkRERMOOHTuq3+ikX2BsbGzA/5tEIhk0Gg3BYDBAUFBQy+nTpx90LatQKAjLly93vXXrlpjFYmmWLVvmoFKpOk8UvwkHAGCxWMrr16/Txo4dK+9aB4PB0FOpVL1EIjHmcrntkyZNapk0aZI4JCSEpVariQAdfRcSEqIICQlRhIeHt8TFxTG3bt36BABAIBCoBQLBs2XLlj2zsrLyrq2tJRkMBngR3ue4qKioppSUFMe6ujpSUVERbcyYMS0tLS1EOp2u7ZoV6srMzEzf3faujIyMDPgUPwAAfDEGHIVCMQAAkMlkg1ar7dzX0zij0WidlRkMBkJqauqjSZMmtXQt++OPP5q/+PlX6dIO0Ol0Pbbjt+iu33G/ZVzduHGD2ls7lEolgUKhvPJavAtQpgdBEARBkA4EIoDNkDcOeAAAbGxsdDqdjqBQKDrvuAoLC00lEomxTqeDrKwsRnBwsBwAYPjw4W01NTXGJ0+etIqNjZUBdKxkRafT9QsWLJAlJibW3b9/v3N6Xnp6OgMAYO/evZY+Pj5tAAByuZyEP5Oyf/9+q57aJRaLjXk8nnr16tVPR40a1XT//n1qWFhYS3Z2tmV1dTUZoOM5FqlUagwAMGHCBObFixdfPTXwNQ0bNqwtNzfXDH8WSS6XEwsKCkwUio7smp2dnba5uZl4+vRpy57qWLFiRe1HH33k9OjRIzJAx43runXr+gMAJCYm1sydO9e1vr6eBACg1+sBD3gqKyuNrl271nkuubm5NEdHx3YAgIyMDAs8wCgsLKSQSCSDtbW1bvDgwfJ9+/ZZAXQ8F2NpaallMBjP3SRbWFjovby82ubNm+cyYsSIZjKZDAwGQ+/k5NT+7bffWuLt+OWXX557Hgh38eJF2oQJE5gvbnd3d1eXl5dTlUoloaGhgXTt2jXz1+njM2fO9FMoFITa2lrSzZs36UFBQW0vlgkNDW3++uuvbfBAqqCgwKSlpYUYFhbWcuDAAWv84f66ujqSlZWVztzcXIc/r7N3716rgICA1t7aEBQU1Hrw4EEGAMCdO3coUqn0pTFkYWGha2tr6/bL1vXzBQUFJjU1Ncaenp6qno7X07jy9vZWPX782Li4uNgEACAjI4PR9XOlpaUUgUCg7O1c3hUo04MgCIIgSJ8YOnRo89mzZ83Gjx8vBwDw9vZuXb58uZNEIqEOGjRIPn369Ca87Pjx4xsLCgpoNjY2OgCAu3fvUv/1r385EYlEIJPJhp07dz7Ey6rVaoKnpydXr9cTMjIyfgUASE5OfhIVFeVua2vb7ufn1/bo0aNup6cdOHCAcezYMSsymWywsbHRfPbZZ09sbW11q1evrh4xYgSm1+vByMjIkJaW9gjDsPaSkhKas7Nzt0uMLV261HXVqlXOAAD29vbtmZmZr1x5y8HBQbt79+7KyMjIAe3t7QQAgI8//rja09OzOSYm5hmfzxc4OTm1e3l5vXSjjps6dWpzbW0tecSIERx8SltMTEw9AMCKFSueKRQKop+fH8/Y2FhvamqqF4lErQEBAYqGhgZSUlKSU11dnZGJiYmBwWBo9uzZ8wgA4ODBg1arVq1yplAoejKZbPjmm28ekMlk2LRp05Po6GgmhmF8KpWq379//4Pu2jRlypTGOXPmDMjOzi7Ftx05cuTXuXPnum7atMleq9USJkyYIAsICHjpBruystKESqW+lNpgsViaMWPGNPJ4PIGbm5tKIBC81hQxHx+fthEjRrCfPHlinJSUVMNkMjVFRUWUrmWWLl1aX1lZaSIUCnkGg4HAYDA0P/74Y8XkyZNb7t27R/P29uYZGRkZRo4c2bx9+/bqffv2PUhISHBdvHgx0cXFRX3kyJHK3tqQlJT0NDIy0g3DML5AIFAIhcKXrqednZ3O19e3lc1mC4YPH968bNmyp/i+FStWPJ0+fborhmF8EokEu3fvruyuj3C9jCv1tm3bHo4ePZrFYDC0gwYNai0pKekMPq9cuULftGnTH5rhfFsRekufIQiCIAjy95Sfn1/p5eVV/1e24fr169TNmzfbnTp16kF2djY9NTXV9uLFi+XdlQ0JCWElJibWjRs3Tt7dfpyjo6MwNze3xN7evs/XHZbJZMSYmBjmmTNn/rRlhP8XzZs3z2nOnDkNgwYNeuOMw7JlyxzMzMx0KSkpdX9E295lVVVV5ClTpgz45ZdfpH91W/4o+fn51l5eXszu9qFMD4IgCIIgfSIwMFB5586dlt6Wf66vryf5+fnxeDye4lUBz5+NwWDoUcDT93bv3v34r27D/6Jff/3VODU19fWe93sHoEwPgiAIgryD3oZMD4IgyJ+pt0wPWsgAQRAEQRAEQZB3Ggp6EARBEARBEAR5p6GgB0EQBEEQBEGQdxoKehAEQRAEQRAEeaehoAdBEARBkD7R2tpK8Pf35/S2etvf1aRJk5j79u177gWilZWVRmFhYQP+jOPv3LmTgWEYn8ViCTgcDn/q1KmdLyQViUQce3t7If6yUQCAkSNHutNoNB8AgNLSUmMKhTKQy+Xy3d3dBRMmTGDiL+nMzs6m0+l0by6Xy8f/nTp1ig4AsHLlSjsWiyXAMIzP5XL5Fy5cMAUAOHLkiAWPx+NzOBy+u7u7YPPmzda9tX3ZsmUOa9asse2jrgH8PEJCQlh/ZJ2Ojo7Cmpqal1Y+/vzzz222b99uBdAxLhwdHYVcLpfP5/N558+fN/0j2/B7pKWlWc2YMcMF4Pm2pqWlWVVWVhrh5aZOnep69+5dSk/1/BFu375NnTRpErMvj9ETtGQ1giAIgiB9Ytu2bdZjx45tJJPfjtsNjUYDRkZGry74OzGZTE1OTk6fLnGt0Wjgu+++M9+xY4ftTz/9VObm5qbRarWwfft2q+rqarK1tbUOAIBOp+vOnTtn9o9//KO1vr6e9PTp0+dO3NnZWS2RSMRarRaCgoKwb7/91jIhIUEGAODn59f64vuUzp8/b/rTTz/1KywsFFOpVENNTQ1ZrVYT1Go1YcmSJa6//PJLibu7u0apVBKkUqlxX/ZB177oy+v5ulasWPGs69/r1q17PHv27MYTJ06YL1iwwFUqlYq77tdqtfBXfSe6tvXgwYPW3t7eSiaTqQEAyMzMfNjzJ9+cRqMBkUikrKmpMS4rKzNms9ntfXm8F6FMD4IgCIIgfeLo0aNWU6ZMaQLo+OXdz8+PExoa6u7u7i6Ijo520el08MUXX1jHxsY6459JTU21jouLc2ppaSEOGzaMxeFw+Gw2W7Bnzx5LgI5f2xMSEhyFQiFPKBTyioqKTAAADh8+bOHp6cnl8Xj8IUOGYFVVVWSAjqxCVFSUa2BgIHvixIluubm5FKFQyONyuXwMw/iFhYUmAB2ZE3x7dHS06+/JTpWWlhqz2WwBQMev6KNGjXIPDg5mu7q6esyfP98JL3fixAlzb29vLp/P54WHhw9obm4mAgAkJSXZe3h48NhstiAqKsoVz9SIRCLOwoULHf39/Tnr1q2z/eyzz+w3btz42M3NTQMAQCaTITExscHLy0uNH2PixImyQ4cOMQAADh482G/MmDFN3bWZTCbDwIED26qrq3uNHqqrq40YDIaWSqUaAADs7e21TCZT09TURNRqtQRbW1stAACVSjXg7ZBKpcYBAQEYhmH8gIAArKys7Llg6N69exShUMjr2n8YhvEBAK5evUrz9/fnCAQCXlBQEPvhw4dG3fXF61yXixcv0nx8fLg8Ho/v4+PDzc/PNwHoCD7i4+OdMAzjYxjGX79+fX8AgO+++47O4/H4GIbxIyIimEqlkoDXlZKSYvvi2OspcxUWFiavqqoyAegYt0lJSfa+vr6cb7/91rKnMXD58mWaj48Pl8Ph8IVCIa+xsZGoUCgIkydPZmIYxufxePzTp0/TAXofY1999ZUVk8n08Pf359y4ccMM3463dd++fZZFRUW0GTNmDOByufzW1laCSCTiXLlyhQYAsHv3bgaGYXw2my1ISEhwxD9Po9F8Fi1a5MjhcPheXl5c/Hv25MkT8j/+8Q93Dw8PnoeHB+/s2bOm+PG6fv8AAMLDw5v+85//PJcl/TOgoAdBEARB3nU35zhDjojzyn9n/DmQLeDBGf9Xl705x7m3Q6pUKkJVVZUJh8Pp/DW3sLDQ9KuvvqoqLS0trqysNElPT7eMjY2VnT171gKfXnXw4EHr+Pj4hhMnTpjb2dlpSktLxWVlZcUTJ05swesxNzfXFRYWlsybN+/pokWLnAEAQkNDW+/fvy8pKSkRT548WZaSkmKHly8oKKD99NNP5adPn36wbds2mwULFtRJJBJxQUFBiZubW/u9e/coWVlZjNzcXIlEIhETiUTDrl27rN6028ViMe3UqVO/lpSUFH///feW5eXlRjU1NeQNGzbYX7lyRSoWi0sGDhyoWLt2rS0AwIcffvi0qKiopKysrFipVBIzMjIs8LqamppId+7cKf3000/rysvLqUOGDFH0duxRo0bJb968aabVauHYsWOMGTNmyLorp1AoCHfv3jUdM2ZMZ//m5uaadZ3eVlxcbDJ+/PiWJ0+eGDOZTI9p06a5/PDDD2YAALa2trrQ0NAmFxcXzzFjxrh9/fXXDJ1OBwAA8+fPd4mOjm6QSqXiqVOnNiQkJDw3ZgYOHKjSaDQEsVhsDACQnp7OGD9+fKNarSYsXrzY5bvvvqsoLi4umTlzZn1SUlLnjXfXvnid6+Dl5aW6ffu2pKSkRPzxxx9Xr1ixwgkAIDU11ebhw4cmxcXFYqlUKo6Li2tQKBSEefPmuWVmZlZIpVKxVquFzZs32+B1dTf2epKRkdGPzWYr8b8pFIr+7t27pWPGjJF3NwZUKhUhJibG/csvv3xUWloqvnz5cqmZmZl+06ZN/QEApFKp+PDhw7/Gx8czFQoFAaD7Mfbw4UOjjRs3Oty4cUNy9epVqVQqpb7YttmzZzd6eHgo0tPTf5VIJGIzM7POF3dWVlYaffLJJ46XLl2SisXi4ry8PNMDBw70AwBQKpXEgICA1tLSUnFAQEDrtm3bbAAA5s2b57xs2bK6oqKikpMnT1bMnz+fidfX9fsHADBo0KC2Gzdu0F/n2v2R3o58M4IgCIIgfz2dggit5VQwYymBbKp/9Qd6VltbS6bT6c+lS4RCYRufz28HAJgyZYrs6tWrZrNnz24MDAyUZ2ZmWgiFQpVGoyGIRCIlhULRJycnOyckJDiOGzeuOSwsrBWvZ+bMmTIAgLlz58pWr17tDADw4MED4/Hjxzs9e/bMqL29nejs7NyZ9QgLC2vCb+oCAgLatmzZYv/48WPjyMjIRqFQqM7JyaEXFRXRvLy8eAAAKpWK2L9//zd+ECkoKKjFyspKBwDAYrFUFRUVJjKZjFRRUUERiURcAACNRkPw9fVtBQA4c+YMfevWrXYqlYrY1NRE5vP5SgBoBgCIiorqNmi5ffs2dcaMGW5tbW3ENWvWVM+dO7cRAIBMJhtEIlHrN998w1CpVMSuwScAQFVVlQmXy+U/fPjQJDw8vHHQoEGdN+fdTW8DACgqKhLn5OTQf/75Z/rMmTPd16xZ83jx4sUNmZmZD2/fvv30zJkz9LS0NLvz58+bHz9+vDIvL8/0zJkzFQAACQkJsk8//dTpxTrHjx8vO3jwIGPDhg21J0+etMzMzPy1oKDApKysjDp8+HAMAECv14ONjY0G/0xPfdETmUxGmjp1qltlZSWFQCAYNBoNAQDgwoUL5vPnz3+GT5GztbXV/fLLL1QnJye1p6enGgBg1qxZDTt27OgPAE8Buh97L1q9erXTpk2b7BkMhmbv3r2V+PYZM2Y0AgBcunTJtLsxUFBQQOnfv7/mvffeUwAAMBgMPQDAjRs3zBYtWvQUAMDHx0fl4ODQXlhYSAHofow9ffqUPHjwYLmDg4MWoCPrJ5VKX/tZnWvXrpl2/fzUqVNlly9fNps+fXqTkZGRITIyshkAwNfXt+38+fPmAADXr183Lysr6wyuWltbSY2NjUSA579/AB1Zwrq6uj99XiIKehAEQRDkXTf426rXKmfQA9TfpIL1YCUQ3mwyiKmpqb69vf25SggEAnT3d3x8fP369evtMAxTTZs2rR4AwNPTU33v3j3x8ePHLZKTkx3Pnz/fsmXLlhoAACKR2LUOAwDAwoULXZYsWVIbExPTnJ2dTU9JSXHo2hb8v+fPny8LDg5uO3nypEV4eDi2c+fOSoPBQIiIiGjYsWNH9Rud9AuMjY07b/RIJJJBo9EQDAYDBAUFteC/euMUCgVh+fLlrrdu3RKzWCzNsmXLHFQqVeeJ0un0znNgsVjKGzdu0MaMGSMXiURKiUQinjFjhotSqXyuv2NiYmRRUVGsDz/88MmLbcOf6Xn48KHRe++9xzl06JBFTExMc2/nQyaTYfTo0fLRo0fLPT09lQcOHLBavHhxAwCASCRSikQiZXx8vIzFYgkBoPJ1+mj69OmNERERAyIjIxsJBAIIhUL17du3qSwWS3n//n1Jd5/p2hevY+XKlY7vvfee/Ny5cxWlpaXGw4cP5wAAGAyGzvGDMxgM3VfyX92NvRfhz/T01O6exsCtW7eo3dXZW5u6G2P/bVuv59Gb3o5HJpMNeB+QyWTQarUE/DO5ubklXYMbXNfvH0BHtohCobzRjyq/B5rehiAIgiBIBwIRwGbIGwc8AAA2NjY6nU5HwKfhAHRMb5NIJMY6nQ6ysrIYwcHBcgCA4cOHt9XU1BifPHnSKjY2VgbQMcWGTqfrFyxYIEtMTKy7f/8+Da8nPT2dAQCwd+9eSx8fnzYAALlcTnJxcdEAAOzfv7/HqWlisdiYx+OpV69e/XTUqFFN9+/fp4aFhbVkZ2dbVldXkwEA6urqSPjD+BMmTGBevHiR1lN9v9WwYcPacnNzzfDnQeRyObGgoMBEoVAQAQDs7Oy0zc3NxNOnT/f4zMOKFStqV61a5VRRUdH5a7lKpXrpLvcf//hH6+LFi2vmzJnTY2bE1dVVk5KS8njz5s32vbU7Pz/fBH/+CQAgLy+P6uTk1N7c3EzMzs7unKp069YtqoODQzsAgI+PT9s333xjCdDxjIifn1/ri/UKBAI1kUiENWvWOEyYMEEGAODp6amSyWRkfOUztVpNyM3N7TZTkZ6e3u+f//ynY3f7cC0tLSQnJ6f2/7ajc2W5kSNHtuzatctGo+lIItXV1ZG8vb1V1dXVxvj1SU9Pt8LH6X//fmns/VY9jQEvLy9VXV2d8eXLl2kAAI2NjUSNRgNBQUGtBw8eZAAAFBQUmNTU1Bh7enqqeqp/6NChbTdv3qTX1taS1Go14eTJk92OJTMzM11zczOpu8/funWLXlNTQ8anRw4bNuyla9dVUFBQCz4NDwDgxo0bL02pw4nFYhMOh6PsaX9fQZkeBEEQBEH6xNChQ5vPnj1rNn78eDkAgLe3d+vy5cudJBIJddCgQfLp06c34WXHjx/fWFBQQLOxsdEBANy9e5f6r3/9y4lIJAKZTDbs3Lmzc2UptVpN8PT05Or1ekJGRsavAADJyclPoqKi3G1tbdv9/PzaHj16ZALdOHDgAOPYsWNWZDLZYGNjo/nss8+e2Nra6lavXl09YsQITK/Xg5GRkSEtLe0RhmHtJSUlNGdnZ013dS1dutR11apVzgAA9vb27ZmZma9cuc3BwUG7e/fuysjIyAHt7e0EAICPP/642tPTszkmJuYZn88XODk5tXt5efV4Qz116tTmp0+fksPDw9k6nY5gbm6u43K5ynHjxrV0LUckEiElJeWVz71Mmzataf369Q45OTlmAP/3TA++f+XKlTUsFku9ePFil5aWFhKJRDIwmUz1f/7zn4d6vR42b95su3DhQlcKhaKn0Wj6vXv3PgAA+Prrrx/NnDmT+dVXX9lZWVlp09PTK7s7/sSJE2Vr16512rRpUzUAAIVCMWRkZFQsXrzYRS6Xk3Q6HSEhIaHOz8/vpRv98vJyE3Nzc92L27VabWcWZOXKlbVxcXFuaWlpdsHBwZ19tHTp0mdSqdSEy+UKyGSyYebMmc8++uijZ7t27aqMiIhw1+l04OXlpUhKSupc8ay7sfdb9TIG1IcOHapYvHixi0qlIlIoFP2VK1ekK1aseDp9+nRXDMP4JBIJdu/eXYkvKNEdV1dXzcqVK58MHjyYZ2Njo/H09FTodLqXguIZM2bUL1q0yPXDDz/U5+bmlnT9/Jo1a6rfe+89zGAwEEaMGNE8bdq0pt7O6d///ndVXFycC4ZhfJ1ORxg0aJB8yJAhj7ore+HCBfPRo0f3mlXsC4RXpfEQBEEQBPn7yc/Pr/Ty8qr/K9tw/fp16ubNm+1OnTr1IDs7m56ammrb3bMiAAAhISGsxMTEunHjxsm7249zdHQU5ubmltjb2/f5y39kMhkxJiaGeebMmT5dhhr5/caNG+f29ddfV+HPn+DWrl3bv7q62njXrl2P/6q2IS9TKpWEwYMHc3JzcyV9sdx4fn6+tZeXF7O7fSjTgyAIgiBInwgMDFTeuXOnpbfln+vr60l+fn48Ho+neFXA82djMBh6FPC83b777rsHL26bMmWKq0QioWZlZaFr95YpLy83Xr9+ffVf8X4llOlBEARBkHfQ25DpQRAE+TP1lulBCxkgCIIgCIIgCPJOQ0EPgiAIgiAIgiDvNBT0IAiCIAiCIAjyTkNBD4IgCIIgCIIg7zQU9CAIgiAI0idaW1sJ/v7+nN5Wb/u7mjRpEnPfvn3PvfSxsrLSKCwsbMCfcfydO3cyMAzjs1gsAYfD4U+dOtW1vr6eBAAgEok49vb2Qr3+/156P3LkSHcajeYDAFBaWmpMoVAGcrlcvru7u2DChAlMtVpNAADIzs6m0+l0by6Xy8f/nTp1ig4AsHLlSjsWiyXAMIzP5XL5Fy5cMAUAOHLkiAWPx+NzOBy+u7u7YPPmzdYvNbiLZcuWOaxZs8a2j7rmnePo6CisqakhAwD4+PhwATqu4a5duxh4mStXrtBmzZrl3JftSEtLs5oxY4YLAMCGDRtsvvrqqx5fAvw2QktWIwiCIAjSJ7Zt22Y9duzYRjL57bjd0Gg00JdL5TKZTE1OTk6fLpOs0Wjgu+++M9+xY4ftTz/9VObm5qbRarWwfft2q+rqarK1tbUOAIBOp+vOnTtn9o9//KO1vr6e9PTp0+dO3NnZWS2RSMRarRaCgoKwb7/91jIhIUEGAODn59f64vuUzp8/b/rTTz/1KywsFFOpVENNTQ1ZrVYT1Go1YcmSJa6//PJLibu7u0apVBKkUqlxX/ZB1774s5c+/iuO2VVeXp4EAKCsrMwkMzOTMX/+fBkAwNChQxVDhw5V/FntWLRoUYNIJOIuWbKk4c865ptCmR4EQRAEQfrE0aNHraZMmdIE0JFB8PPz44SGhrq7u7sLoqOjXXQ6HXzxxRfWsbGxnb9Qp6amWsfFxTm1tLQQhw0bxuJwOHw2my3Ys2ePJUDHr94JCQmOQqGQJxQKeUVFRSYAAIcPH7bw9PTk8ng8/pAhQ7CqqioyQEdWISoqyjUwMJA9ceJEt9zcXIpQKORxuVw+hmH8wsJCE4COzAm+PTo62vX3ZKdKS0uN2Wy2AKDjV/FRo0a5BwcHs11dXT3mz5/vhJc7ceKEube3N5fP5/PCw8MHNDc3EwEAkpKS7D08PHhsNlsQFRXlimdqRCIRZ+HChY7+/v6cdevW2X722Wf2GzdufOzm5qYBACCTyZCYmNjg5eWlxo8xceJE2aFDhxgAAAcPHuw3ZsyYpu7aTCaTYeDAgW3V1dW93slXV1cbMRgMLZVKNQAA2Nvba5lMpqapqYmo1WoJtra2WgAAKpVqwNshlUqNAwICMAzD+AEBAVhZWdlzwdC9e/coQqGQ17X/MAzjAwBcvXqV5u/vzxEIBLygoCD2w4cPjbrri57a2zUrAdDx8tvs7Gw6AACNRvNZtGiRI4fD4Xt5eXHxsTJp0iRmdHS0i6+vL4fJZHocOXLEAq8rPDx8wPDhw1nBwcFYS0sLMSIigunh4cHj8Xj8gwcP9gMA0Gq1EB8f74RhGB/DMP769ev7AwB89913dB6Px8cwjB8REcFUKpUEgI6xvHTpUgc+n8/DMIyfl5dHAQCora0lBQYGsnk8Hj86Otq16+tl8GxdcnKyY25urhmXy+V/+umn/bOzs+khISEsAIC6ujrSyJEj3TEM43t5eXFv3bpFBej4LkRERDBFIhHHyclJuG7duv54vT2N/6+++sqKyWR6+Pv7c27cuGGGl6fT6XonJyf1xYsXab2Nm7cJCnoQBEEQ5F13c44z5Ig4r/x3xp8D2QIenPF/ddmbc3qdSqNSqQhVVVUmHA6nHd9WWFho+tVXX1WVlpYWV1ZWmqSnp1vGxsbKzp49a4FPrzp48KB1fHx8w4kTJ8zt7Ow0paWl4rKysuKJEye24PWYm5vrCgsLS+bNm/d00aJFzgAAoaGhrffv35eUlJSIJ0+eLEtJSbHDyxcUFNB++umn8tOnTz/Ytm2bzYIFC+okEom4oKCgxM3Nrf3evXuUrKwsRm5urkQikYiJRKJh165dbzx1RywW006dOvVrSUlJ8ffff29ZXl5uVFNTQ96wYYP9lStXpGKxuGTgwIGKtWvX2gIAfPjhh0+LiopKysrKipVKJTEjI8MCr6upqYl0586d0k8//bSuvLycOmTIkF5/1R81apT85s2bZlqtFo4dO8aYMWOGrLtyCoWCcPfuXdMxY8Z09i9+M43/Ky4uNhk/fnzLkydPjJlMpse0adNcfvjhBzMAAFtbW11oaGiTi4uL55gxY9y+/vprhk6nAwCA+fPnu0RHRzdIpVLx1KlTGxISEp4bMwMHDlRpNBqCWCw2BgBIT09njB8/vlGtVhMWL17s8t1331UUFxeXzJw5sz4pKcmxu774zRcFAJRKJTEgIKC1tLRUHBAQ0Lpt2zYbfF9VVZXJ7du3S0+fPl2WmJjoqlAoCAAA9+7dMzty5MiDmzdvSj/66CP7kJCQlqKiopKrV6+Wrl692qmlpYWYmppq8/DhQ5Pi4mKxVCoVx8XFNSgUCsK8efPcMjMzK6RSqVir1cLmzZs7j2dtba0Vi8Ulc+bMebZx40ZbAIBVq1Y5BAQEtJaUlIjHjh3bVFNT81LmbP369dV+fn6tEolE/PHHHz/tum/FihUOXl5eCqlUKl67dm31zJkz3fB95eXllMuXL0vv3LlTsmXLFge1Wk3oafw/fPjQaOPGjQ43btyQXL16VSqVSqkvXL+2S5cu0X/PNfgroKAHQRAEQZAOOgURWsupoFO88f1BbW0tmU6nP5cuEQqFbXw+v51MJsOUKVNkV69eNTM3N9cHBgbKMzMzLfLy8igajYYgEomUAwcOVF69etU8ISHBMScnx8zKykqH1zNz5kwZAMDcuXNleXl5ZgAADx48MA4ODmZjGMZPS0uzk0gknTdoYWFhTWZmZgYAgICAgLbU1FT75ORku7KyMmMzMzNDTk4OvaioiObl5cXjcrn8a9eumf/6668mb9oHQUFBLVZWVjoajWZgsViqiooKk0uXLplWVFRQRCIRl8vl8jMyMqwePXpkDABw5swZuqenJxfDMP6NGzfoRUVFnecQFRXVbdBy+/ZtKpfL5Ts7O3vg2TAAADKZbBCJRK3ffPMNQ6VSEbsGnwAdN/dcLpdvZWXl7ejo2D5o0CAlvg+/mcb/CQQCtYWFhb6oqEi8ffv2hzY2NtqZM2e6p6WlWQEAZGZmPszJyZH6+fm1paWl2U2ZMoUJAJCXl2caHx8vAwBISEiQ3b171wxeMH78eNnBgwcZAAAnT560nD59uqygoMCkrKyMOnz4cIzL5fI3b95s/+TJk85MVE998bqMjIwMkZGRzQAAvr6+bQ8fPuwMKiZNmiQjkUggFArVzs7O6vv371MAAIKDg1tsbW11AACXLl0y/+KLL+y5XC4/KCiIo1arCeXl5cYXLlwwnz9//jN8+putra0uPz+f4uTkpPb09FQDAMyaNavh2rVrnYFCdHR0IwCASCRSVFVVmQAA3Lx5kz5nzpwGAIDIyMhmc3PzzrH/Om7fvk2PjY1tAAAYO3asvKmpidzQ0EACABg1alQTlUo12NvbaxkMhubx48fknsb/lStXTAcPHix3cHDQUigUw8SJE5/r9/79+2u7Xpe33dsxyRZBEARBkL4z+Nuq1ypn0APU36SC9WAlEN4s7jE1NdW3t7c/VwmBQIDu/o6Pj69fv369HYZhqmnTptUDAHh6eqrv3bsnPn78uEVycrLj+fPnW7Zs2VIDAEAkErvWYQAAWLhwocuSJUtqY2JimrOzs+kpKSkOXduC//f8+fNlwcHBbSdPnrQIDw/Hdu7cWWkwGAgRERENO3bsqH6jk36BsbFx57wkEolk0Gg0BIPBAEFBQS2nT59+0LWsQqEgLF++3PXWrVtiFoulWbZsmYNKpeo8UTqd3nkOLBZLeePGDdqYMWPkIpFIKZFIxDNmzHBRKpXP9XdMTIwsKiqK9eGHHz55sW34Mz0PHz40eu+99ziHDh2yiImJae7tfMhkMowePVo+evRouaenp/LAgQNWixcvbgAAEIlESpFIpIyPj5exWCwhAFS+Th9Nnz69MSIiYkBkZGQjgUAAoVCovn37NpXFYinv378v6e4zXfuil7Yaui7koFariV334WOITCaDVqvtHJg9jVEajdZZmcFggKysrPKu0wnx7fh47LqtNxQKxYC3qWs7uo7x36q7Y+LtMjEx6TomQavVEnoa/wcOHOj3Yn90pVKpiFQq9ZXX4m2BMj0IgiAIgnQgEAFshrxxwAMAYGNjo9PpdAR8ehBAx/Q2iURirNPpICsrixEcHCwHABg+fHhbTU2N8cmTJ61iY2NlAB0rodHpdP2CBQtkiYmJdffv3+98diA9PZ0BALB3715LHx+fNgAAuVxOcnFx0QAA7N+/v8epaWKx2JjH46lXr179dNSoUU3379+nhoWFtWRnZ1tWV1eTATqeicAfxp8wYQLzj3xuYdiwYW25ublm+LNIcrmcWFBQYKJQdGTX7OzstM3NzcTTp09b9lTHihUraletWuVUUVHR+Su7SqV66e70H//4R+vixYtr5syZ02NmxNXVVZOSkvJ48+bN9r21Oz8/3wR//gkAIC8vj+rk5NTe3NxMxJ+VAQC4desW1cHBoR0AwMfHp+2bb76xBADYvXs3w8/Pr/XFegUCgZpIJMKaNWscJkyYIAMA8PT0VMlkMvL58+dNAQDUajUhNzeX0l270tPT+/3zn/90fHG7u7t7e3FxMU2n00F5eblRQUGBaW/nhztx4oSlTqeD4uJik6qqKhMvLy/Vi2VCQkJaUlNTbfGg6vr161QAgJEjR7bs2rXLRqPRAEDHOPL29lZVV1cb49c7PT3dCh/3PRk8eLD822+/tQIAOHr0qHlLSwvpxTIWFha61tbWl7bjn9+3b58VQMezdJaWlloGg9FjcNLT+B86dGjbzZs36bW1tSS1Wk04efLkc2NSKpWaeHh4KLuv9e2DMj0IgiAIgvSJoUOHNp89e9Zs/PjxcgAAb2/v1uXLlztJJBLqoEGD5NOnT2/Cy44fP76xoKCAZmNjowMAuHv3LvVf//qXE5FIBDKZbNi5c+dDvKxarSZ4enpy9Xo9ISMj41cAgOTk5CdRUVHutra27X5+fm2PHj3qdnragQMHGMeOHbMik8kGGxsbzWefffbE1tZWt3r16uoRI0Zger0ejIyMDGlpaY8wDGsvKSmhOTs7a7qra+nSpa6rVq1yBgCwt7dvz8zMfOXKbQ4ODtrdu3dXRkZGDmhvbycAAHz88cfVnp6ezTExMc/4fL7Aycmp3cvLq62nOqZOndr89OlTcnh4OFun0xHMzc11XC5XOW7cuJau5YhEIqSkpLzyuZdp06Y1rV+/3iEnJ8cM4P+e6cH3r1y5sobFYqkXL17s0tLSQiKRSAYmk6n+z3/+81Cv18PmzZttFy5c6EqhUPQ0Gk2/d+/eBwAAX3/99aOZM2cyv/rqKzsrKyttenp6ZXfHnzhxomzt2rVOmzZtqgboyH5kZGRULF682EUul5N0Oh0hISGhzs/P76UApLy83KS76V+hoaGtO3bsUHM4HAGHw1Hy+fzXWtmMxWKpRSIRp6GhwejLL798SKPRXkqbbNy48Ul8fLwLl8vlGwwGwn8f6C9funTpM6lUasLlcgVkMtkwc+bMZx999NGzXbt2VUZERLjrdDrw8vJSJCUlPeutDRs3bnwyadKkAXw+nxcQENBqb2/f/mIZkUikJJPJBg6Hw4+Ojq739fXtDD42bdr0JDo6molhGJ9Kper379//4MXPd+Xr66vqbvyPGDGibeXKlU8GDx7Ms7Gx0Xh6eip0Ol1ncH3nzh2zjRs31rxOv74NCK9KuyEIgiAI8veTn59f6eXlVf9XtuH69evUzZs32506depBdnY2PTU11fbFpZBxISEhrMTExLpx48b1+iu4o6OjMDc3t8Te3r7PX/4jk8mIMTExzDNnzvTpMtTI7zdu3Di3r7/+usrBweGNx8OkSZOYo0ePbp49e3bjH9G2d1nX7/Zf3Zau8vPzrb28vJjd7UPT2xAEQRAE6ROBgYHKYcOGtfS2/HN9fT2JyWR6UCgU/asCnj8bg8HQo4Dn7fbdd989+CMCHuS3efr0qRGemfu7QJkeBEEQBHkHvQ2ZHgRBkD8TyvQgCIIgCIIgCPI/CwU9CIIgCIIgCIK801DQgyAIgiAIgiDIOw0FPQiCIAiCIAiCvNNQ0IMgCIIgSJ9obW0l+Pv7c3pbve3vatKkScx9+/Y997LGyspKo7CwsAF9fexly5Y5rFmzxvZV7aHRaD4AADqdDmbNmuXMZrMFGIbxPTw8eBKJxLi3Yzg6OgpramrQ+xxfQ3Z2Nj0kJIQFAHDo0CGLjz76yA4A4MCBA/3u3r3b+VLVxMREh1OnTtF7quePIBKJOFeuXKEBAAwZMgR79uxZty8w/V+EBjOCIAiCIH1i27Zt1mPHjm0kk9+O2w2NRgNGRkZ9Vj+TydTk5OT06RLXGk2370nt1TfffMOora01kkgkxSQSCSoqKozMzc31fdC85+j1ejAYDEAi/bn33X19nXsTExPTDADNAACnTp3qp9Vqm319fVUAAF9++eWTP7MtUVFRDVu2bLHZtGlT7Z953LcVyvQgCIIgCNInjh49ajVlypQmgI5fw/38/DihoaHu7u7ugujoaBedTgdffPGFdWxsrDP+mdTUVOu4uDinlpYW4rBhw1gcDofPZrMFe/bssQToyEAkJCQ4CoVCnlAo5BUVFZkAABw+fNjC09OTy+Px+EOGDMGqqqrIAB1ZkaioKNfAwED2xIkT3XJzcylCoZDH5XL5GIbxCwsLTQAAdu7cycC3R0dHu/6e7FRpaakxm80WAACkpaVZjRo1yj04OJjt6urqMX/+fCe83IkTJ8y9vb25fD6fFx4ePqC5uZkIAJCUlGTv4eHBY7PZgqioKFe9viMuEYlEnIULFzr6+/tz1q1bZ9vtwXtRU1NjZGtrq8GDD3d3d42NjY0OAGD37t0MDMP4bDZbkJCQ4PjiZxMSEhw3btxog/+9bNkyh48//tgWAOD//b//Z+vh4cHDMIy/dOlSB7wPBgwYIJg2bZqLQCDgV1RU9JhR6pqVqKmpITs6Ogpf1Xc0Gs1n7ty5Tnw+nxcQEIA9efKE3F0fXb16lebv788RCAS8oKAg9sOHD40AAIqKikyGDBmCcTgcPp/P5xUXF5vo9XqYN2+eE54Jw8dadnY2XSQSccLCwga4ubkJxo4d64Zfk6ysLHM3NzeBr68vJysrqx/evrS0NKsZM2a4nDt3zvT8+fP9Vq9e7cTlcvnFxcUmXbNx3333HZ3H4/ExDONHREQwlUolAaBjfC9dutSBz+fzMAzj5+XlUQAAWlpaiBEREUwPDw8ej8fjHzx4sB9ARzZ19OjRAzAM43/wwQcDVCoVAW9LZGRk04kTJ6xeb5S8+96On14QBEEQBOk7N+c4Q1MR7ZXlDAYAnYIIJJoeCITey/bzUMDgb6t62q1SqQhVVVUmHA6nHd9WWFhompeXV4RhWPvQoUPZ6enplrGxsTKBQMBXq9WPTUxMDAcPHrTevXv3wxMnTpjb2dlpLl26VA4A0NDQ0JkuMDc31xUWFpZs377datGiRc4XL14sDw0NbY2MjJQQiUTYunWrdUpKit2ePXseAwAUFBTQbt26JTEzMzPMnDnTecGCBXUJCQkylUpF0Gq1cO/ePUpWVhYjNzdXYmJiYpg2bZrLrl27rBYuXNjwyj7rhVgspuXn54upVKqexWJ5JCUl1Zmamho2bNhgf+XKFam5ubk+OTnZbu3atbZbtmyp+fDDD59u2bKlBgBg/PjxbhkZGRbR0dHNAABNTU2kO3fulAJ0BB6/pR3Tp0+XDR06lMvlcunBwcEts2bNaggMDFRWVlYaffLJJ453794tsbGx0QYHB2MHDhzoN3369Cb8s9OmTZMlJia6rFq16hkAwHfffWeZk5NTduLECfPy8nJKQUFBicFggJEjR7LOnDljNmDAgPbKykrKnj17Kg8ePPjoj+w7FoulUSqVxIEDByr27NnzOCkpyX7VqlUO6enpj7r2kVqtJgwePJjzww8/lDs4OGj37NljmZSU5Hjs2LHK6Ohot6SkpNoZM2Y0KRQKgk6nI6Snp/crLCyklpSUFNfU1JBFIhFv1KhRrQAAJSUl1Pv37//KZDI1vr6+3HPnzpkFBwe3LVy4kHnu3LlSgUCgHj169EtTGkNDQ9tGjhzZNHr06ObZs2c3dt2nUCgI8+bNczt79mypp6enesKECczNmzfbrFmz5ikAgLW1tVYsFpds3LjRZuPGjbaZmZkPP/roI/uQkJCWY8eOVdbX15P8/Px4Y8eObdm6dasNlUrVS6VS8a1bt6iBgYF8/Dg2Nja69vZ2Qm1tLcnOzk73e6/FuwIFPQiCIAiCdNApiNBaTgUzlhLIpm80/am2tpZMp9OfS5cIhcI2Pp/fDgAwZcoU2dWrV81mz57dGBgYKM/MzLQQCoUqjUZDEIlESgqFok9OTnZOSEhwHDduXHNYWFgrXs/MmTNlAABz586VrV692hkA4MGDB8bjx493evbsmVF7ezvR2dlZjZcPCwtrMjMzMwAABAQEtG3ZssX+8ePHxpGRkY1CoVCdk5NDLyoqonl5efEAAFQqFbF///5v/CBSUFBQi5WVlQ4AgMViqSoqKkxkMhmpoqKCIhKJuAAAGo2G4Ovr2woAcObMGfrWrVvtVCoVsampiczn85Xw36lSUVFRst6ORegmSMW3ubu7a8rLy4tOnz5N//nnn83ff/99Tnp6eoVcLicNHjxY7uDgoAUAmDp1quzy5ctmXYOewMBAZUNDA7mystKopqaGbGFhoWOz2e2bN2/uf+XKFXM+n88HAFAoFESJREIZMGBAu729ffuIESPa/ui+Y7FYGiKRCHFxcTIAgDlz5jRMnDiRhX8G76OCggKTsrIy6vDhwzGAjml2NjY2msbGRmJdXZ3xjBkzmgAAaDSaAQAMV69epU+ZMkVGJpPB2dlZO2jQoNZr167RLCws9EKhsM3d3V0DACAQCBQVFRXGdDpd5+TkpBYKhWoAgJiYmIZvvvnGBl5Tfn4+xcnJSe3p6akGAJg1a1bDjh07+gPAUwCA6OjoRgAAkUik+P777y0BAC5dumT+008/9UtLS7MDAFCr1YTy8nLja9eumS1evPgpAMCgQYOUGIYpuh7LyspK++jRI2M7Ozvlb7wE7xwU9CAIgiDIu66XjMxzDHqA+ptUsB6sBMKbzYA3NTXVt7e3P1fJizfm+N/x8fH169evt8MwTDVt2rR6AABPT0/1vXv3xMePH7dITk52PH/+fAueBSESiV3rMAAALFy40GXJkiW1MTExzdnZ2fSUlJTObIip6f8FcPPnz5cFBwe3nTx50iI8PBzbuXNnpcFgIERERDTs2LGj+o1O+gXGxsYG/L9JJJJBo9EQDAYDBAUFtZw+ffpB17IKhYKwfPly11u3bolZLJZm2bJlDiqVqvNE6XR6r0Eog8HQymSyzmxYXV0dqV+/fp2BG5VKNUyZMqVlypQpLba2tpoTJ070GzlypPx1zmPMmDGNBw8etKytrTWaNGmSDADAYDBAYmJizYcffljftWxpaakxjUZ7rYCZTCYbdDpd5/l33ddd33VXR9cxhfeRwWAgsFgs5f379yVdy8pksm4HtcFg6G4zAACYmJh0bQdotVrCi8f9rXo7HgAAhUIxAHT0D348g8EAWVlZ5V5eXuoXy/fWFrVaTXjd6/GuQ8/0IAiCIAjSgUAEsBnyxgEPQMfUGp1OR+h6M1tYWGgqkUiMdTodZGVlMYKDg+UAAMOHD2+rqakxPnnypFVsbKwMoGMlNDqdrl+wYIEsMTGx7v79+53T89LT0xkAAHv37rX08fFpAwCQy+UkFxcXDQDA/v37e3yOQSwWG/N4PPXq1aufjho1qun+/fvUsLCwluzsbMvq6moyQEfAIJVKjQEAJkyYwLx48eKrpwa+pmHDhrXl5uaa4c8iyeVyYkFBgYlCoSACANjZ2Wmbm5uJp0+ftuy9pueFhITIjx8/zsCf6fj666+thwwZIgcAuHbtGq2ystIIoGMlt8LCQqqrq2v70KFD227dukWvqakha7VaOHbsGGPYsGGtL9Y9ffp02fHjxxnZ2dmW06ZNawQACA8Pbzlw4IA1/jzSgwcPjPD+e1FPfejs7Ky+ffu2KQDAoUOHXut89Xo94M/F7N+/30okEr0UuHl6eqpkMhn5/PnzpgAdN/65ubkUBoOht7Ozaz9w4EA/AAClUkmQy+XE9957T56VlcXQarXw5MkT8u3bt82Cg4N7zFR5e3urHj9+bFxcXGwCAJCRkcHorpyZmZmupaXlpS+Tt7e3qrq62hgfA+np6Vb4d6EnISEhLampqbb4M0XXr1+nAgAEBQW1Hjx4kAEAcOfOHYpUKu3sZ71eD8+ePTPicDgvBUr/i1CmB0EQBEGQPjF06NDms2fPmo0fP14OAODt7d26fPlyJ4lEQh00aJC86zSq8ePHNxYUFNDwB+zv3r1L/de//uVEJBKBTCYbdu7c+RAvq1arCZ6enly9Xk/IyMj4FQAgOTn5SVRUlLutrW27n59f26NHj0y6a9OBAwcYx44dsyKTyQYbGxvNZ5999sTW1la3evXq6hEjRmB6vR6MjIwMaWlpjzAMay8pKaE5Ozt3u2Ta0qVLXVetWuUMAGBvb9+emZn5ypXbHBwctLt3766MjIwc0N7eTgAA+Pjjj6s9PT2bY2JinvH5fIGTk1O7l5dXr9PDvvjiC/vdu3d3LmpQV1dXkJubS/P09OQRiURwdXVV79u37yFAx1TDefPmueKZN29v77ZVq1Y9pdFohjVr1lS/9957mMFgIIwYMaJ52rRpTS8ey8/PT9XW1ka0tbVtd3V11QAATJw4saW4uJji7+/PBQCg0Wj6Q4cOPSCTyS+lMXrqw1WrVtVNnTp1QEZGhlVwcHDLq/oOAIBKpeqLi4upAoHAjk6n606cOPFSn1MoFENGRkbF4sWLXeRyOUmn0xESEhLq/Pz8VAcPHnwwd+5c17Vr1zoYGRkZjh07VjF9+vSmGzdumPF4PAGBQDB8+umnj11cXLQFBQXdtoFGoxm2bdv2cPTo0SwGg6EdNGhQa0lJCfXFcjExMbKEhATmrl27bLOysiq6fn7Xrl2VERER7jqdDry8vBRJSUnPejvvjRs3PomPj3fhcrl8g8FAcHJyUl+8eLE8KSnpaWRkpBuGYXyBQKAQCoWd4+batWs0Hx+ftr9qJbu3DeFVKTYEQRAEQf5+8vPzK728vOpfXbLvXL9+nbp582a7U6dOPcjOzqanpqbaXrx4sby7siEhIazExMS6cePG9fqLt6OjozA3N7fE3t6+z1/+I5PJiDExMcwzZ8706TLU77I/ug9pNJqPQqHI+yPqetfNnj3befz48U2v+k69S/Lz8629vLyY3e1D09sQBEEQBOkTgYGBymHDhrX0tvxzfX09iclkelAoFP3bdnPGYDD0KOB5M6gP/zoeHh7Kt+079VdCmR4EQRAEeQe9DZkeBEGQPxPK9CAIgiAIgiAI8j8LBT0IgiAIgiAIgrzTUNCDIAiCIAiCIMg7DQU9CIIgCIIgCIK801DQgyAIgiBIn2htbSX4+/tzelu97e9q0qRJTPwlmbjKykqjsLCwAX197GXLljn079/fk8vl8tlstuDQoUMW+L7t27dbsdlsAYvFEri7uwvWrFnT+S6fTz75xNbNzU2AYRifw+Hw4+LinNRqNQEA4Msvv7TCMIyPYRifzWYLDh482K+3NnR3/n+0tLQ0qxkzZrj8kXXSaDSf7rYnJiY6nDp1ig4AIBKJOEwm04PD4fAHDhzIzc/P7/adT3+mZcuWOeDXsmtbU1JS+svl8s77+ffee49VX19P6su2HDlyxGLp0qUOfXmMvoCCHgRBEARB+sS2bdusx44d20gmvx3vQtdoun3H6B+GyWRqcnJy+nR5Zvwc5s+fXyeRSMSZmZkVCxcuZOp0Ojh69Kj5zp07+587d05aXl5eXFhYKLawsNABAHz++ec2P//8s/mdO3ckUqlUnJ+fX9K/f39tW1sboaKiwig1NdX+l19+KZVKpeLc3NwSPz8/RV+eB+5tCYi//PLLJ/hLdAEA0tPTfy0tLRVHR0fXL1261PnF8n9lu7u2dffu3batra2d9/OXL18ut7a21vXVsTUaDUydOrU5JyenX9dg6+/gb9VYBEEQBEH+Po4ePWo1ZcqUJgCA7Oxsup+fHyc0NNTd3d1dEB0d7aLT6eCLL76wjo2N7bypTE1NtY6Li3NqaWkhDhs2jMXhcPhsNluwZ88eS4COl5MmJCQ4CoVCnlAo5BUVFZkAABw+fNjC09OTy+Px+EOGDMGqqqrIAB2/kEdFRbkGBgayJ06c6Jabm0sRCoU8LpfLxzCMX1hYaAIAsHPnTga+PTo62vX33NSWlpYas9lsAUBHlmLUqFHuwcHBbFdXV4/58+c74eVOnDhh7u3tzeXz+bzw8PABzc3NRACApKQkew8PDx6bzRZERUW56vV6AOjIPCxcuNDR39+fs27dOtuuxxw4cKCKRCJBbW0t+fPPP7ffuHHjYyaTqQEAoNFohuXLl9cDAGzdutV+z549D/EbYgqFYtiwYUMtg8HQ19TUGJmamurxAMnCwkLP5XLbAQBu3LhB9fLy4mIYxg8NDXV/9uzZc1mEo0ePmr///vud2a3s7Gz68OHDWb2dp6OjozApKcne19eX8+23375Wtqin69vc3EycPHkyE89S7d+/vx8AwO7duxl41iohIcGxa11z58514vP5vICAAOzJkydkgJ4zVyNGjGh9+PChyX/70ycxMdHB09OT+/PPP5v1NGaysrLM+Xw+j8Ph8AMCAjAAgLq6OtLIkSPdMQzje3l5cW/dukUF6BifERERTJFIxHFychKuW7euP37slStX2jGZTI8hQ4ZgZWVlndkmvK3r1q3r//TpU6P33nsPGzRoEIb3bU1NDRmgI7PHZrMFbDZbkJKS0h+gY4wOGDBAEBkZ6cpisQSBgYHs1tZWAgBAcXGxSXBwMFsgEPB8fX05eXl5FPx4cXFxToMGDcIWLFjgRCQSYciQIfLMzMzODOPfAQp6EARBEORdd3OOM+SIOK/8d8afA9kCHpzxf3XZm3Ne+vW7K5VKRaiqqjLhcDjt+LbCwkLTr776qqq0tLS4srLSJD093TI2NlZ29uxZC3ya1cGDB63j4+MbTpw4YW5nZ6cpLS0Vl5WVFU+cOLEFr8fc3FxXWFhYMm/evKeLFi1yBgAIDQ1tvX//vqSkpEQ8efJkWUpKih1evqCggPbTTz+Vnz59+sG2bdtsFixYUCeRSMQFBQUlbm5u7ffu3aNkZWUxcnNzJRKJREwkEg27du2yetNuF4vFtFOnTv1aUlJS/P3331uWl5cb1dTUkDds2GB/5coVqVgsLhk4cKBi7dq1tgAAH3744dOioqKSsrKyYqVSSczIyOi8qWxqaiLduXOn9NNPP63reowLFy6YEolEg729vbasrIwaGBj4UoamsbGRqFAoiHgg86LBgwcrrK2tNc7OzsLJkyczDx8+3HncWbNmuW3YsOGxVCoVCwQC5cqVK5+b1jRhwoSWvLw805aWFiIAwJEjRywnT54s6+08AQAoFIr+7t27pfHx8Y2v05c9Xd9Vq1bZm5ub66RSqVgqlYo/+OADeWVlpdEnn3zieOnSJalYLC7Oy8szPXDgQD8AAKVSSRw4cKBCLBaXBAYGyletWtXrNK0TJ05YcLlcJf5ZDw8PZUFBgcTGxkbb3Zh58uQJeeHChcwTJ05UlJaWik+dOlUBALBixQoHLy8vhVQqFa9du7Z65syZbvgxysvLKZcvX5beuXOnZMuWLQ5qtZpw9epV2smTJxmFhYXi7Ozs8vz8fNMX27Z69eqn/fv311y+fFl669Ytadd9V69epR0+fNjq7t27Jbm5uSXp6ek2169fpwIAPHr0iLJ48eKn5eXlxRYWFrr09HRLAIC4uDjXnTt3PiouLi7ZvHnz44SEhM6phRUVFZTr169L9+zZ8xgAwM/Pr+3q1atmr3Pt3hZvR74ZQRAEQZC/nk5BhNZyKpixlEA21b9JVbW1tWQ6nf5cukQoFLbx+fx2AIApU6bIrl69ajZ79uzGwMBAeWZmpoVQKFRpNBqCSCRSUigUfXJysnNCQoLjuHHjmsPCwlrxembOnCkDAJg7d65s9erVzgAADx48MB4/frzTs2fPjNrb24nOzs5qvHxYWFiTmZmZAQAgICCgbcuWLfaPHz82joyMbBQKheqcnBx6UVERzcvLiwcAoFKpiP3793/j+UtBQUEtVlZWOgAAFoulqqioMJHJZKSKigqKSCTiAgBoNBqCr69vKwDAmTNn6Fu3brVTqVTEpqYmMp/PVwJAMwBAVFSUrGvdu3btsj169KiVqampLj09/VciseffsQ0GAxAIhM6/jx8/bp6cnOwkl8tJ+/fv/zU0NLTtypUrZZcvX6adPXvWfNWqVc65ubmmycnJdXK5nPTBBx+0/re/GyIiIp57ZsnIyAiGDRvWkpGRYTF79uzGCxcuWGzfvv1xTk4OvafzBACYMWPGawU7uJ6u75UrV8wzMjI6pxTa2NjofvrpJ/rgwYPlDg4OWgCAqVOnyi5fvmw2ffr0JiKRCHFxcTIAgDlz5jRMnDiR1d3xZsyYMYBCoeidnJzUu3btegQAQCKRYNasWY0AAD2NmUuXLpmKRCI5HmDa2trqAABu375NP378eDkAwNixY+Xx8fHkhoYGEgDAqFGjmqhUqoFKpWoZDIbm8ePH5IsXL5q9//77TXQ6XY+X+S39denSJbP333+/ydzcXA8A8MEHHzRevHiRHhER0eTo6KgeMmSIEgDAx8dHUVlZadLc3EzMy8szi4iIcMfraG9v7xw0EydOfG6aqp2dnba2ttb4t7Tpr4aCHgRBEAR51w3+tuq1yhn0APU3qWA9WAmEN5sMYmpqqm9vb3+ukq433l3/jo+Pr1+/fr0dhmGqadOm1QMAeHp6qu/duyc+fvy4RXJysuP58+dbtmzZUgMA0PUGn0AgGAAAFi5c6LJkyZLamJiY5uzsbHpKSkrnL/impv8XwM2fP18WHBzcdvLkSYvw8HBs586dlQaDgRAREdGwY8eO6jc66RcYGxsb8P8mkUgGjUZDMBgMEBQU1HL69OkHXcsqFArC8uXLXW/duiVmsViaZcuWOahUqs4TxW9+u5xHXUpKynNZHxaLpbx+/Tpt7Nix8q7bGQyGnkql6iUSiTGXy22fNGlSy6RJk8QhISEstVpNBOjo05CQEEVISIgiPDy8JS4ujpmcnPxc/T2JjIyU7dixo7+1tbXO09NTYWlpqe/pPHs6n1fp6fq+GNDh217Xi5/Fpaen/zp06NDnsmbGxsZ6/Ma/pzFz6NAhi+7q7K5N+Ng1MTHpOk5Aq9USemvb6+itD14cl0qlkqjT6YBOp2slEom4u8+YmZk9d72USiWBQqG80Q8jfzY0vQ1BEARBkA4EIoDNkDcOeAA6fnHX6XQEhULReedWWFhoKpFIjHU6HWRlZTGCg4PlAADDhw9vq6mpMT558qRVbGysDKBjJTQ6na5fsGCBLDExse7+/fs0vJ709HQGAMDevXstfXx82gAA5HI5ycXFRQMAsH///h6nponFYmMej6devXr101GjRjXdv3+fGhYW1pKdnW1ZXV1NBuh4/kIqlRoDAEyYMIF58eJFWk/1/VbDhg1ry83NNcOfRZLL5cSCggIThUJBBOj4Bb25uZl4+vTp37wy2ooVK2o/+ugjp0ePHpEBOm5M8WdEEhMTa+bOneuKr+yl1+sBD3gqKyuNrl271nmOubm5NEdHx3YrKyudubm5LicnxwwAYO/evVYBAQGtLx73gw8+kBcXF9P27NljHRERIevtPLtr94YNG2w2bNhg09u59XR9hw0b1rJ169bO52CePXtGGjp0aNutW7foNTU1ZK1WC8eOHWMMGzasFT9v/Nmd/fv3W4lEIvmLx3odPY2ZkJCQtlu3btElEokxvh0AYPDgwfJ9+/ZZAXQ892RpaallMBg9Bg3Dhw9v/eGHH/q1trYSGhsbiefOnevXXTlTU1Md/qzUi5//8ccf+8nlcmJLSwvxxx9/tAwJCenxXBkMht7Jyakdf8ZKr9fDL7/8Qu2pfGlpKUUgECh72v82QpkeBEEQBEH6xNChQ5vPnj1rhq805e3t3bp8+XIniURCHTRokHz69OlNeNnx48c3FhQU0GxsbHQAAHfv3qX+61//ciISiUAmkw07d+58iJdVq9UET09Prl6vJ+BTm5KTk59ERUW529ratvv5+bU9evSo2xvsAwcOMI4dO2ZFJpMNNjY2ms8+++yJra2tbvXq1dUjRozA9Ho9GBkZGdLS0h5hGNZeUlJCc3Z27nbZt6VLl7quWrXKGQDA3t6+PTMz85Urtzk4OGh3795dGRkZOQCfPvTxxx9Xe3p6NsfExDzj8/kCJyendi8vr7bX7uj/mjp1anNtbS15xIgRHDwDEhMTUw8AsGLFimcKhYLo5+fHMzY21puamupFIlFrQECAoqGhgZSUlORUV1dnZGJiYmAwGJo9e/Y8AgDYt2/fg4SEBNfFixcTXVxc1EeOHKl88bhkMhlGjBjRnJWVZXX06NHKV5yn+sXPSyQSamBg4EvBlFarJZiYmOgBer6+n332Wc3s2bNd2Gy2gEgkGj766KMnM2fObFqzZk31e++9hxkMBsKIESOap02b1gQAQKVS9cXFxVSBQGBHp9N1J06c+F2r7fn6+qq6GzMjRoxoS0tLq5wwYQJLr9eDlZWV5saNG2WbNm16Eh0dzcQwjE+lUvX79+/vNgOGCwoKUkyYMEHm4eEhcHR0VItEopf6BwBg5syZ9eHh4ez+/ftruj7XExQUpIiOjm4YOHAgDwBg+vTpzwIDA5WlpaU9Tkk7cuTIr3PnznXdtGmTvVarJUyYMEEWEBDQbWBz5coV+qZNm/7QzGhfI/yWFCCCIAiCIH8P+fn5lV5eXvV/ZRuuX79O3bx5s92pU6ceZGdn01NTU20vXrxY3l3ZkJAQVmJiYt24ceN6/eXd0dFRmJubW2Jvb9/nawbLZDJiTEwM88yZM326DPX/upCQENaZM2cqKBTKczelsbGxzmw2W7Vq1apnf1XbkJdVVVWRp0yZMuCXX36Rvrr0nys/P9/ay8uL2d0+NL0NQRAEQZA+ERgYqBw2bFhLb8s/19fXk5hMpgeFQtG/KuD5szEYDD0KePrexYsXy18MeIYOHcoWi8XUuXPnynr6HPLX+PXXX41TU1Nf7znBtwjK9CAIgiDIO+htyPQgCIL8mVCmB0EQBEEQBEGQ/1ko6EEQBEEQBEEQ5J2Ggh4EQRAEQRAEQd5pKOhBEARBEARBEOSdhoIeBEEQBEH6RGtrK8Hf35/T2+ptf1eTJk1i4i+5xFVWVhqFhYUN6OtjL1u2zKF///6eXC6Xz2azBYcOHbLA923fvt2KzWYLWCyWwN3dXbBmzRpbfN8nn3xi6+bmJsAwjM/hcPhxcXFOarWaAADw5ZdfWmEYxscwjM9mswUHDx7s11sbujt/pGc0Gs0H4PkxcuPGDWpmZmbntTt06JDFRx99ZNeX7Vi2bJkDPibi4+Odvv/+e3pfHu9tgoIeBEEQBEH6xLZt26zHjh3bSCa/He9C12i6fcfoH4bJZGpycnL6dIlr/Bzmz59fJ5FIxJmZmRULFy5k6nQ6OHr0qPnOnTv7nzt3TlpeXl5cWFgotrCw0AEAfP755zY///yz+Z07dyRSqVScn59f0r9/f21bWxuhoqLCKDU11f6XX34plUql4tzc3BI/Pz9FX54H7q8IiPt6HPSm6xjJzc2l/fDDD51BT0xMTPOGDRtq/6y2JCUlPd20aVOfBllvExT0IAiCIAjSJ44ePWo1ZcqUJgCA7Oxsup+fHyc0NNTd3d1dEB0d7aLT6eCLL76wjo2NdcY/k5qaah0XF+fU0tJCHDZsGIvD4fDZbLZgz549lgAdLydNSEhwFAqFPKFQyCsqKjIBADh8+LCFp6cnl8fj8YcMGYJVVVWRATp+2Y6KinINDAxkT5w40S03N5ciFAp5XC6Xj2EYv7Cw0AQAYOfOnQx8e3R0tOvvuRkvLS01ZrPZAgCAtLQ0q1GjRrkHBwezXV1dPebPn++Elztx4oS5t7c3l8/n88LDwwc0NzcTAQCSkpLsPTw8eGw2WxAVFeWq1+sBAEAkEnEWLlzo6O/vz1m3bp1t12MOHDhQRSKRoLa2lvz555/bb9y48TGTydQAANBoNMPy5cvrAQC2bt1qv2fPnofW1tY6AAAKhWLYsGFDLYPB0NfU1BiZmprq8QDJwsJCz+Vy2wE6shFeXl5cDMP4oaGh7s+ePSO9cI3N33///c7sVnZ2Nn348OGs3s7T0dFRmJSUZO/r68v59ttve8wWdc1KAACw2WxBaWmpcWlpqfGAAQMEkZGRriwWSxAYGMhubW0l4H01Z84cZx8fHy6bzRZcvHiRhtfVdRw8efKE/I9//MPdw8OD5+HhwTt79qwpAEBzczNx8uTJTDzrtX///n4AALt372bgWbCEhARHvE00Gs1n0aJFjhwOh+/l5cXFx51EIjH29vbmenh48JYsWeLw4hhRqVSEzz77zOH06dOWXC6Xv2fPHsu0tDSrGTNmuAAASKVS44CAAAzDMH5AQABWVlZmDNCRYZs1a5azj48P18nJSdg12/b//t//s/Xw8OBhGMZfunRp5zFXrlxpx2QyPYYMGYKVlZWZ4NsxDGtvamoiP3r06O34VaKPoaAHQRAEQd51N+c4Q46I88p/Z/w5kC3gwRn/V5e9Oce5t0OqVCpCVVWVCYfDace3FRYWmn711VdVpaWlxZWVlSbp6emWsbGxsrNnz1rg06wOHjxoHR8f33DixAlzOzs7TWlpqbisrKx44sSJLXg95ubmusLCwpJ58+Y9XbRokTMAQGhoaOv9+/clJSUl4smTJ8tSUlI6f8EuKCig/fTTT+WnT59+sG3bNpsFCxbUSSQScUFBQYmbm1v7vXv3KFlZWYzc3FyJRCIRE4lEw65du6zetNvFYjHt1KlTv5aUlBR///33luXl5UY1NTXkDRs22F+5ckUqFotLBg4cqFi7dq0tAMCHH374tKioqKSsrKxYqVQSMzIyOrMATU1NpDt37pR++umndV2PceHCBVMikWiwt7fXlpWVUQMDA1/K0DQ2NhIVCgURD2ReNHjwYIW1tbXG2dlZOHnyZObhw4c7jztr1iy3DRs2PJZKpWKBQKBcuXKlQ9fPTpgwoSUvL8+0paWFCABw5MgRy8mTJ8t6O08AAAqFor97925pfHx84+/p20ePHlEWL178tLy8vNjCwkKXnp7eefOvUCiIeXl5krS0tIfx8fFu+Pau42DevHnOy5YtqysqKio5efJkxfz585kAAKtWrbI3NzfXSaVSsVQqFX/wwQfyyspKo08++cTx0qVLUrFYXJyXl2d64MCBfgAASqWSGBAQ0FpaWioOCAho3bZtmw0AwIIFC1zi4uKeFRUVldjZ2b2UWqJQKIZ//etfT8aMGdMokUjEc+fOfa4f5s+f7xIdHd0glUrFU6dObUhISOj8vtXV1Rnl5uZKvvvuu7KPP/7YEaAjwCwvL6cUFBSUlJSUiO/fv087c+aM2dWrV2knT55kFBYWirOzs8vz8/NNux5HKBQqLly4YPZ7rsHfzf9EZIcgCIIgyGvQKYjQWk4FM5YSyKb6N6mqtraWTKfTn0uXCIXCNj6f3w4AMGXKFNnVq1fNZs+e3RgYGCjPzMy0EAqFKo1GQxCJREoKhaJPTk52TkhIcBw3blxzWFhYK17PzJkzZQAAc+fOla1evdoZAODBgwfG48ePd3r27JlRe3s70dnZWY2XDwsLazIzMzMAAAQEBLRt2bLF/vHjx8aRkZGNQqFQnZOTQy8qKqJ5eXnxAABUKhWxf//+bzzvKigoqMXKykoHAMBisVQVFRUmMpmMVFFRQRGJRFwAAI1GQ/D19W0FADhz5gx969atdiqVitjU1ETm8/lKAGgGAIiKipJ1rXvXrl22R48etTI1NdWlp6f/SiT2/Du2wWAAAoHQ+ffx48fNk5OTneRyOWn//v2/hoaGtl25cqXs8uXLtLNnz5qvWrXKOTc31zQ5OblOLpeTPvjgg9b/9ndDRETEc88sGRkZwbBhw1oyMjIsZs+e3XjhwgWL7du3P87JyaH3dJ4AADNmzPhdwQ7O0dFRPWTIECUAgI+Pj6KysrIzgxEdHS0DAAgPD29tbW0l1tfXkwCeHwfXr183Lysro+KfaW1tJTU2NhKvXLlinpGR0TlF0cbGRvfTTz/RBw8eLHdwcNACAEydOlV2+fJls+nTpzcZGRkZIiMjmwEAfH19286fP28OAHDv3j2zM2fOVAAAzJs3r2Ht2rWdmb7XkZeXZ4p/PiEhQfbpp592fn7s2LFNJBIJfH19VQ0NDUYAADk5OeZXrlwx5/P5fICOwE8ikVDkcjnx/fffb6LT6XoAgFGjRjV1PY6NjY22urra+Le07e8KBT0IgiAI8q4b/G3Va5Uz6AHqb1LBerASCG82GcTU1FTf3t7+XCVdb7y7/h0fH1+/fv16OwzDVNOmTasHAPD09FTfu3dPfPz4cYvk5GTH8+fPt2zZsqUGAKDrDT6BQDAAACxcuNBlyZIltTExMc3Z2dn0lJSUzoyEqen/BXDz58+XBQcHt508edIiPDwc27lzZ6XBYCBEREQ07Nixo/qNTvoFxsbGBvy/SSSSQaPREAwGAwQFBbWcPn36QdeyCoWCsHz5ctdbt26JWSyWZtmyZQ4qlarzRPGb1i7nUZeSkvJc1ofFYimvX79OGzt2rLzrdgaDoadSqXqJRGLM5XLbJ02a1DJp0iRxSEgIS61WEwE6+jQkJEQREhKiCA8Pb4mLi2MmJyc/V39PIiMjZTt27OhvbW2t8/T0VFhaWup7Os+ezqc7ZDLZgE/xAwDAs4EAL/etUqns7KuexlnXcWAwGCA3N7cED4K6bn/x8wbD/2fvzuOauvLG8X+ykQUCsitrWLLdABEDAVlF0BEFFHFFoejUIupYQKr92da2lloc9amDPlVGq61C3dABpWrVpyIqFRWVfRFKMMqirAkEsv/+oOGLCC5VOh3nvP8ydzvnnnvwdT/3c8+5T23yTB11/ZFIJIJKpRrcGY/Hj77ja6BQKIPH1dVNq9VCYmJi8wcffNA2dNvNmzdbDD+fofr7+3FUKvW1HnD8p0CvtyEIgiAIMgCHBzD3ee2AB2DgCblarcbJZLLBO66ysjL96upqPbVaDdnZ2Sb+/v5SAICpU6f2Njc36/3rX/8y/etf/9oBMDDLFZ1O16xataojMTGx9d69ezTdcQ4dOmQCAPDtt98au7u79wIASKVSgp2dnRIA4Lvvvhv11bTKyko9Lpcr//jjjx9Pnz696969e9QZM2ZI8vLyjB89ekQEAGhtbSXU1tbqAQBERkYydONC3oQpU6b03r5920A3FkkqleJLS0vJMpkMDwAwfvx4VXd3N/7MmTOvPDPa+vXrWzZu3GijG6PR19eHS01NtQAASExMbF6xYoW9Luuh0WhAF/CIRCLStWvXBs/x9u3bNGtra4Wpqana0NBQff78eQMAgG+//dZ08uTJPcPLnTVrlrSiooK2b98+s/nz53c87zxHqveWLVvMt2zZYj58OYPBkN+7d08fAODatWu0R48ejbj/cEeOHDEGAPjpp58M6HS6WpdtG8rPz0+ydetWC93vwsJC6m/1lvzP//zP4PInT54QAgICeouKiujNzc1ElUoFJ06cMJkyZcoz7TDUpEmTevbt22cCALBv374R+6OhoaG6p6dnxD82d3f33v379xsDDIwn8vDweG55oaGhksOHD5vpxk01NDSQHj16RJw6dWrPjz/+OK6npwfX2dmJv3jx4rih+9XX11P4fH7f8479tkCZHgRBEARBxkRAQED3hQsXDObMmSMFAJg4cWLPunXrbKqrq6leXl7SmJiYLt22c+bM6SwtLaWZm5urAQCKi4up/9//9//Z4PF4IBKJ2m+++aZRt61cLse5ublxNBoNTvcq0kcffdS0ePFiJ0tLS4WHh0fvgwcPRrxBPnz4sMmJEydMiUSi1tzcXPnVV181WVpaqj/++ONHwcHBLI1GAyQSSZuenv6AxWIpqqqqaLa2tiNO95WUlGT/4Ycf2gIATJgwQXHs2LEXztxmZWWlysjIEC1atMhRoVDgAAA+/fTTR25ubt1Llix5gmEYz8bGRsHn83tfuqF/s3Dhwu6WlhZicHAwW5exWLJkSRsAwPr165/IZDK8h4cHV09PT6Ovr68RCoU9kydPlrW3txNSUlJsWltbSWQyWWtiYqLct2/fAwCAgwcPNiQkJNivXbsWb2dnJz9y5IhoeLlEIhGCg4O7s7OzTY8fPy56wXnKh+9fXV1N9fX1feamPjY2tjMrK8uUw+FgEydO7LW3t+9/mXYwNjZWu7u7c3p6egj//Oc/R8w0/fOf/xS/++67diwWC1Or1TgvLy+pj4/Pg6+++qp52bJldkwmk4fH47UbN25seuedd7o2bdr0KDAwkKXVanHBwcHdS5cu7XpeHb755psHixYtcvzmm28sIyIiRnyVLzQ0VLp9+/YJHA4HW7duXfPQdXv27HnwzjvvMP7xj3+MNzU1VR06dEj0vPLmzp0rqaiooHh6enIAAGg0miYrK6vBz89PFhkZ2eHi4sKztraWC4XCwXaWy+U4kUhEDggIeOW+9p8I97yUHYIgCIIg/5lKSkpEfD6/7cVbjp3r169Tt23bNj4nJ6chLy+PvmPHDsvLly/XjbRtUFCQc2JiYuvs2bOlI63Xsba2dr19+3bVhAkTxnyu446ODvySJUsY586dG9NpqP/bBQUFOZ87d65+6Gtbv5dQKGRv375dHBAQ8IdMuf2f7NChQ+OKi4tp//jHP5r+3XV5U0pKSsz4fD5jpHXo9TYEQRAEQcaEr69v35QpUyTPm/65ra2NwGAwXCgUiuZFAc8fzcTERIMCnrF3+fLlujcR8CCvRqVS4T755JOXGrf1NkCZHgRBEAR5C/0ZMj0IgiB/JJTpQRAEQRAEQRDkvxYKehAEQRAEQRAEeauhoAdBEARBEARBkLcaCnoQBEEQBEEQBHmroaAHQRAEQZAx0dPTg/P09GQ/b/a2kWRlZRlt3Lhx/JusS01NjR6TyeQNX56YmGiVk5NDf5NljeTBgwfEsLAwR1tbWxcnJydeYGCgs+5jnWVlZeSgoCBnW1tbFx6Px/Xy8mKdO3fOAABALBYTg4KCnNlsNqbbDwBArVZDXFycLZPJ5LFYLMzFxYVbXV2t97w6WFtbuzY3N4/pNxqjoqIYBw8eNAYYmD66oKDgqQ+7Dq9DXl4ePSgoyBkAID093dTY2JjP4XAwJycn3o4dO8zGsq4vY2i/KSgooMXFxdkCDNT74sWL+rrt/v73v5vv3r171I/ivgn9/f04Dw8PtlI54mejkBdAHydFEARBEGRM7Nq1yywiIqKTSHy1240lS5Z0A0D32NTqaTt37hzTb5SoVCrA4/EQERHhHB0d3Z6Xl/crAEBhYSG1qamJ5OzsrAgPD2d++eWX4t/OG27dukX55Zdf9ENDQ3s2bNhgPXXqVMknn3zyGACgqKiICgCwf/9+k5aWFlJ1dXUFgUCA+vp6kqGhoWYszwUAQKPRgFarBQKBMCbHDw8P7zx06NCDR48eEV1cXHgLFizosrW1HYyalUolkEikMSn7RQICAmS67//8/PPPdAMDA/W0adN6AQY+/jqWZatUKqBQKNrAwEDJ/v37TRISEjrGsry3Ecr0IAiCIAgyJo4fP266YMGCLgCAxsZGkoeHB5vD4WBMJpN3/vx5AwCA7OxsQwzDuGw2G5s8eTILYOCJf2xsrB3AQOYgOjraTiAQsBkMhsuRI0eMAAAEAgG7sLCQqitr0qRJHF1A8CqGZiasra1dk5KSrDAM47JYLOzu3bsUAACJRIKfP38+w8XFhcvlcrHMzMxxAANZAIFAwMYwjIthGFf35D8vL4/u5eXFCg8Pd2Cz2by8vDw6kUjUDr0x9vHx6ZsxY0ZPRkaG6aRJk3p0AQ8AgKenZ//atWvbAQBaWlpItra2Ct06Ly+vPgCA5uZmkqWlpVIXfDg5OSnNzc3VAAAZGRkmLBYLYzKZvISEBOvh55yQkGCdlpZmrvudnJxs9emnn1oCAHzyySeWLi4uXBaLhSUlJVnpztPR0ZG3dOlSOx6Ph9XX1z83o/QmWFtbq+zs7OR1dXV6UVFRjHfffdfGy8uLtWrVKpuKigqyv78/k8fjcQUCAVt3ncRiMXHatGlObDYbY7PZmO56fPbZZ5ZMJpPHZDJ5mzdvthh6TosWLbJ3dnbm+fr6Mnt6enAAAFevXqWx2Wxs4sSJnP/5n/+x0NVJl5WqqanRO3TokPnevXstORwOdv78eYPk5GSrTZs2WQIMBLR8Pp/DYrGwadOmOT158oQAMJD5SkhIsHZ1deUyGAwX3d+ASqWC+Ph4G127b9u2zUxX3tB+BAAwb968rqNHj5qMdfu/jVCmB0EQBEHecstzl9uWPy6nvWg7rVYLMqUMTyPRNDgc7rnbuli4yA7MPiAebX1/fz9OLBaT2Wy2AgDgwIEDJsHBwd1bt25tUalUIJVK8U1NTcQ1a9Yw8vPzqzkcjqK1tXXE9IFYLCbfvHmzprKykhwSEsKePXt2WVxcXNv+/fvNfHx8xKWlpWSFQoHTBQSvw8zMTFVZWVmVlpZmnpaWZnns2LHGjRs3TggKCpKcOHFC1NbWRvDw8OBGRERIrKysVFevXq2l0WjasrIy8uLFix3Ly8urAABKS0v17969W8HhcBSpqakWfD5fNlJ5FRUVFHd39xHXAQCsXr36cVxcnOOePXtkU6ZMkSQkJLQzGAxlTExMR0BAAIfD4dD9/f0lcXFx7b6+vn0ikYj02WefWRcXF1eZm5ur/P39WYcPHx4XExPTpTvm0qVLOxITE+0+/PDDJwAAubm5xufPn79/6tQpw7q6OkppaWmVVquFkJAQ53Pnzhk4OjoqRCIRZd++faLMzMwHr9vGL6OyslJPLBaTMQyTAwDU19dTrl+/XkskEmHy5Mmsf/7zn42urq7yn3/+WT8hIcHuxo0btStXrrTz9/eXbtq0qV6lUkF3dzfh6tWrtB9++MG0uLi4SqvVgkAg4AYHB0vNzMzUDx48oGRmZv7q4+PTOHPmTMdDhw4Zr1q1quOvf/0r4+uvv34wa9asnvj4eJvhdWOz2YrY2NgnBgYG6s2bN7cCAFy4cMFQtz4uLs5Bt39iYqLVhg0brA4cGPhbUalUuLKysqpjx44Zbd682WrGjBm1O3fuNDMyMlKXl5dX9fX14Tw9PTnh4eESgKf7EQCAp6dnX2lpqf7wOiEvhjI9CIIgCIIAAIBMKcPXddZRZUrZa98ftLS0EOl0+uBrSd7e3r1HjhwxS05Otrp58ybV2NhYk5+fry8UCqW6GzpLS0v1SMeKiorqIBAI4OrqKre1tZXfu3ePEhcX13np0iUjuVyO27t3r1l0dPQb+RBrdHR0JwCAUCiUicViMgBAfn6+4ddffz2Bw+Fgfn5+bLlcjqurq9NTKBS46OhoBovFwubPn+9UX19P0R3Hzc2tV3der2LatGlOTCaTN336dKffzl1SV1dXtmzZsraamhqqQCDAmpqaiE5OTsq6urryzZs3P8Tj8TBz5kx2bm4u/dq1a/re3t5SKysrFYlEgoULF3ZcuXLFYGgZvr6+fe3t7USRSET65ZdfqEZGRmomk6k4f/68YUFBgSGGYdhvGR1KdXU1BQBgwoQJiuDg4N7XadvRDA2wz5w5Y8zhcLBFixY57ty5s1HXJ+bOndtJJBKhu7sbf/fuXYP58+c7cTgcbNWqVfaPHz8mAQAUFhbSP/jggycAAEQiEUxNTdX5+fkGM2fO7DI0NNQYGRlpZs2a1Xn58mU6AIC1tbXcx8enDwDA3d1dJhKJyO3t7QSpVEqYNWtWDwDA8uXL21/lXIbvv2LFivYbN24Mtv/8+fM7AQB8fHx6Hz58qAcAcOnSJcPjx4+bcjgczN3dndvZ2UmsrKykADzbj4hEIpBIJG1nZye6h39FKNODIAiCIG+552VkhtJoNXDj4Q2qt413Hx73evdU+vr6GoVCMXiQ0NDQnoKCgpqTJ08axcXFOaxdu7bV2NhY9aKMEsDTN8W633Q6XePv7y/54Ycfxp0+fdqkuLi48rUq/BsKhaIFACASiVqVSoUDGMiAZWdn1/H5fPnQbZOTk60sLCyUJ0+ebNBoNEClUgW6dTQabXB8jaura19OTo7xSOXxeLz+q1evDt4UX7x4sb6goICWkpJiq1tmaWmpXrlyZcfKlSs7goKCnC9cuGAQFxfXRaVStQsWLJAsWLBAYmlpqTx16tS4kJAQ6cucZ3h4eGdmZqZxS0sLKSoqqkN3nomJic0ffPDBUwFkTU2N3tDzeR3GxsaqtrY2woQJE1QAA0GCiYnJYHCsG9MzfD8DAwMNwMAEDnQ6XVVdXf1S11ur1Y66Tk9Pb3AlgUDQ9vX14bVa7TP97U0a0r9ArVbr+hdux44dD6KioiRDt83Ly6OP1O5KpRJHo9FGPzFkRChKRBAEQRAEAADwODz42Pq8dsADAGBubq5Wq9U4mUyGAwCora3Vs7a2Vq5bt65t6dKlbXfu3KEFBQX1FhUV0XWzjo32etupU6eM1Wo1VFRUkMViMZnP5/cDAKxcubJtw4YNtnw+v1eXEbh8+TItMjKS8donMERQUJBkx44dlhrNwP3n9evXqQAA3d3dhAkTJigJBAJ88803pmr1iIkqCA8PlyoUCtzQ2ciuXLlC+/HHHw1WrFjRfvv2bYOsrCwj3bre3t7BC3D69Gm6VCrFAwB0dnbiGxsbyQ4ODopr167RRCIRCWAgECgrK6Pa29srAgICeouKiujNzc1ElUoFJ06cMJkyZUrP8DrFxMR0nDx50iQvL8946dKlnQAAoaGhksOHD5t1d3fjAQAaGhpIjx49GvEBeWRkJOPy5csvfGVyOB8fH+m3335rCjAwliUrK8t0ypQpLxWoAQCYmJhobGxsFAcOHDAGGJhY4ZdffqECAPj6+kq3bdtmrjt2R0cHfurUqT1nz54dJ5VK8RKJBH/27FnjoKCgUcszMzNTGxgYqH/66ScDAIDvvvtuxPEzdDpdLZVKn+mvpqamakNDQ7VuvM63335rOnny5Gfaf6hp06Z179mzx1wul+MAAEpLS8kSiWTEP8KWlhaCsbGxikwmo6DnFaFMD4IgCIIgYyIgIKD7woULBnPmzJH+9NNP9PT09PFEIlFLo9HUWVlZDVZWVqr09HRRZGSks0ajAVNTU2VhYeH94cdxdnaWC4VCdnt7O2nnzp2Nuqfc/v7+Mn19ffWyZcsGMxMikYhMpVJHvCFsaGggW1pauul+f/XVVy+VAUtLS2t677337DgcDqbVanE2Njbyy5cv1yUmJj6OiopyysnJMfbz85NSqdQRsyF4PB5Onz5dv2rVKtudO3eOJ5PJWhsbG/muXbvEBgYG2tzc3LrExESbDRs22JmZmSn19fXVGzdubAIAuHXrFi0pKcmOQCBotVotLiYmpi0wMFCWnZ1tGB8fb6/Lpk2cOLH3ww8/fEyj0bSbNm16FBgYyNJqtbjg4ODupUuXdg2vk4eHR39vby/e0tJSYW9vrwQAmDt3rqSiooLi6enJARjIVmVlZTUQicRn2rOqqopma2v7wrmTIyMjmbr9J02a1JOZmdkYFxdnx2azMa1WC1OnTpUkJCS80itkR44c+XXFihX2W7dunaBSqXCRkZEdkydP7tuzZ8+DuLg4exaLZYbH42H37t2NISEhvdHR0e2TJk3iAgDExMQ88fX17aupqRl1MoZvv/1W9O677zKoVKpm6tSpkpG2iYqK6po3b57TuXPnxu3cufOpzNTBgwcbEhIS7NeuXYu3s7OTHzlyRPS880lKSmoTiURkV1dXrlarxZmYmCjPnj1bP9K2586dMwwODv5DZjZ82+Cel/ZDEARBEOQ/U0lJiYjP57+RcS6/1/Xr16nbtm0bn5OT0/B7jxEVFcUICwvrXrZsWefwdSKRiDRlyhR2fX19uW4Ws/j4eJvly5e3v4lJDZCRdXR04JcsWcI4d+7cr//uuvy3mT59utO2bdseDn/VEhlQUlJixufzGSOtQ5keBEEQBEHGhK+vb9+tW7ckKpUKXvVbPS+ye/du09TUVOstW7aIh34zJiMj4+EbLQh5homJiQYFPH+8/v5+XERERBcKeH4flOlBEARBkLfQnyHTgyAI8kd6XqYHTWSAIAiCIAiCIMhbDQU9CIIgCIIgCIK81VDQgyAIgiAIgiDIWw0FPQiCIAiCIAiCvNVQ0IMgCIIgyJjo6enBeXp6slUq1Svtl5WVZbRx48bxb7IuNTU1ekwmkzd8eWJiolVOTg79TZY1kgcPHhDDwsIcbW1tXZycnHiBgYHOpaWlZACAsrIyclBQkLOtra0Lj8fjenl5sc6dO2cAACAWi4lBQUHObDYb0+0HMPBB0ri4OFsmk8ljsViYi4sLV/eR19FYW1u7Njc3j+nMvVFRUYyDBw8av6nj5eXl0YOCgpxHWhcYGOjc1tZGAAAgEAgCDoeDMZlMXmhoqKPug67/TkKhkF1QUEAD+H91bWtrI6SlpZnrthGJRKQZM2Y4jnVd3nvvPZvTp0+PeT//M/u3dwgEQRAEQd5Ou3btMouIiOh81emqlyxZ0r1ly5aWMarWU3bu3Nk0Z84c6VgdX6VSgUajgYiICOeAgACpWCwur6+vr/jqq68eNTU1kWQyGS48PJz57rvvPhGLxeUVFRVVu3fvfnD//n0yAMCGDRusp06dKqmpqamsr6+v+Pvf//4IAGD//v0mLS0tpOrq6ora2trK3NzcOlNTU/VYnYeORqMBtXrMi3kpV65cqTMzM1MDAJDJZE11dXXl/fv3K0gkknbHjh3mQ7d91cD7TdPVtb29nfDtt99a6JYzGAzl+fPnx3T6b5VKBSkpKY+3bt36Rh8k/KdBQQ+CIAiCIGPi+PHjpgsWLOgCAGhsbCR5eHiwdU/jz58/bwAAkJ2dbYhhGJfNZmOTJ09mAQCkp6ebxsbG2gEMZA6io6PtBAIBm8FguBw5csQIAEAgELALCwupurImTZrEKSoqoj5TiRcYmpmwtrZ2TUpKssIwjMtisbC7d+9SAAAkEgl+/vz5DBcXFy6Xy8UyMzPHAQxkjwQCARvDMC6GYdyLFy/qAwxkJ7y8vFjh4eEObDabl5eXRycSidr169c/0ZXr4+PTN2PGjJ6MjAzTSZMm9SxZsqRbt87T07N/7dq17QAALS0tJFtbW4Vune6jq83NzSRLS0ul7htFTk5OSnNzczUAQEZGhgmLxcKYTCYvISHBevg5JyQkWA/NNiQnJ1t9+umnlgAAn3zyiaWLiwuXxWJhSUlJVrrzdHR05C1dutSOx+Nh9fX1z80o6aSkpExwcXHhMplM3uLFi+01Gg0AAJSXl5N9fHxYbDYbwzCMW1FRQdZoNBAfH2+jy1zt27dvMFsklUoJ06ZNc3JycuJFR0fb6YKu0TJXfn5+PXV1deTh10GlUkF8fLyN7vy2bdtmptvn448/tmSxWBibzcZWrVplDQBQWFhI5fP5HBaLhU2bNs3pyZMnBICBDE5CQoK1q6srl8FguOj6ck9PDy4sLMyRxWJhs2bNcuzv78fpjq+r67p162zEYjGZw+Fg8fHxNkMzkDKZDDdv3jwGi8XCuFwudubMGTrAwN/D9OnTnfz9/Zn29vYuK1eutNEd99SpU4YTJ07kYBjGDQ0Ndezu7sbryktJSZkgEAjYBw4cMGaxWIquri7igwcP/mu/0flfe+IIgiAI8t9iee5y2/LH5bQXbafVakGmlOFpJJoGh8M9d1sXCxfZgdkHxKOt7+/vx4nFYjKbzVYAABw4cMAkODi4e+vWrS0qlQqkUim+qamJuGbNGkZ+fn41h8NRtLa2EkY6llgsJt+8ebOmsrKSHBISwp49e3ZZXFxc2/79+818fHzEpaWlZIVCgdMFBK/DzMxMVVlZWZWWlmaelpZmeezYscaNGzdOCAoKkpw4cULU1tZG8PDw4EZEREisrKxUV69eraXRaNqysjLy4sWLHcvLy6sAAEpLS/Xv3r1bweFwFKmpqRZ8Pl82UnkVFRUUd3f3EdcBAKxevfpxXFyc4549e2RTpkyRJCQktDMYDGVMTExHQEAAh8Ph0P39/SVxcXHtvr6+fSKRiPTZZ59ZFxcXV5mbm6v8/f1Zhw8fHhcTE9OlO+bSpUs7EhMT7T788MMnAAC5ubnG58+fv3/q1CnDuro6SmlpaZVWq4WQkBDnc+fOGTg6OipEIhFl3759oszMzAcv25YffPDB4+3btzcDAMyZM8fh6NGjRtHR0d3R0dEOKSkpLbGxsV0ymQynVqtxhw4dGldWVkatqqqqaG5uJgqFQu706dN7AADKysr07969W85isRQBAQHMQ4cOGS9btqxzpDKVSiX89NNPhtOnT5cMvw7bt283MzIyUpeXl1f19fXhPD09OeHh4ZLS0lLKjz/+aFxcXFxNp9M1un4YFxfn8PXXXz+YNWtWT2JiotWGDRusDhwY6PMqlQpXVlZWdezYMaPNmzdbzZgxo3b79u0WVCpVU1tbW1lUVET19fXFhtdvx44dD8PCwqjV1dWVAAMBpW7d1q1bLQAAamtrK+/evUuZOXMms76+vhwAoLKyklZSUlJJpVI1zs7OLikpKa36+vraLVu2TCgoKKg1NDTUfPTRR+O/+OILS12bUygUTXFxcY3u+K6urrKff/7ZIC4urgv+C6FMD4IgCIIgAAAgU8rwdZ11VJlS9tr3By0tLUQ6nT74TpG3t3fvkSNHzJKTk61u3rxJNTY21uTn5+sLhUIph8NRAABYWlqO+N5UVFRUB4FAAFdXV7mtra383r17lLi4uM5Lly4ZyeVy3N69e82io6PfyIdYo6OjOwEAhEKhTCwWkwEA8vPzDb/++usJHA4H8/PzY8vlclxdXZ2eQqHARUdHM1gsFjZ//nyn+vp6iu44bm5uvbrzehXTpk1zYjKZvOnTpzv9du6Surq6smXLlrXV1NRQBQIB1tTURHRyclLW1dWVb968+SEej4eZM2eyc3Nz6deuXdP39vaWWllZqUgkEixcuLDjypUrBkPL8PX17WtvbyeKRCLSL7/8QjUyMlIzmUzF+fPnDQsKCgwxDMN+y+hQqqurKQAAEyZMUAQHB/e+yrmcO3eO7ubmxmGxWFhhYSG9vLyc2tnZiW9tbdWLjY3tAgCg0WhaOp2uuXr1Kn3BggUdRCIRbG1tVV5eXj3Xrl2jAQC4urr2YhimIBKJsGDBgo6rV68aDC9LLpfjORwO5urqitnY2Cjef//9tuHX4dKlS4bHjx835XA4mLu7O7ezs5NYWVlJuXjxouHSpUvb6HS6BmCgH7a3txOkUilh1qxZPQAAK1asaL9x48ZgufPnz+8EAPDx8el9+PChHgDAtWvXDGJiYtoBBjJyLBZr1GB2JIWFhQaxsbHtAADu7u79VlZWirKyMgoAgJ+fn8TU1FRNo9G0zs7O/fX19eT8/Hz9+vp6ilAo5HA4HOzo0aOmDx48GAyiYmNjnwoMzc3NVY8ePXqpLN3bCGV6EARBEOQt97yMzFAarQZuPLxB9bbx7sPjXi/u0dfX1ygUisGDhIaG9hQUFNScPHnSKC4uzmHt2rWtxsbGqhdllAAAhm+Dw+GATqdr/P39JT/88MO406dPmxQXF1e+VoV/Q6FQtAAARCJRq1KpcAADGbDs7Ow6Pp8vH7ptcnKylYWFhfLkyZMNGo0GqFSqQLeORqNpdP92dXXty8nJGXFwP4/H6x96E3/x4sX6goICWkpKiq1umaWlpXrlypUdK1eu7AgKCnK+cOGCQVxcXBeVStUuWLBAsmDBAomlpaXy1KlT40JCQl5qfFJ4eHhnZmamcUtLCykqKqpDd56JiYnNH3zwwVMBZE1Njd7Q83kZMpkMt27dOvuioqJKZ2dnZXJyslV/fz9eq9WOuP1oywFGvv7D6cb0DF8+tN5arRa3Y8eOB1FRUZKh25w9e9bwZfrhUEP6CajV6sGdX/U4Qz2vDfT09AZXEggErVKpxGm1WvDz85OcOXOmYaR9dEGcTn9/P45Kpb7SdXyboEwPgiAIgiAAAIDH4cHH1ue1Ax4AAHNzc7VarcbJZDIcAEBtba2etbW1ct26dW1Lly5tu3PnDi0oKKi3qKiIrpt1bLTX206dOmWsVquhoqKCLBaLyXw+vx8AYOXKlW0bNmyw5fP5vbos0eXLl2mRkZGM1z6BIYKCgiQ7duyw1I1JuX79OhUAoLu7mzBhwgQlgUCAb775xnS0Af7h4eFShUKB27Fjx+AYkitXrtB+/PFHgxUrVrTfvn3bICsry0i3rre3d/ACnD59mq6biayzsxPf2NhIdnBwUFy7do0mEolIAAMzuZWVlVHt7e0VAQEBvUVFRfTm5maiSqWCEydOmEyZMqVneJ1iYmI6Tp48aZKXl2e8dOnSTgCA0NBQyeHDh81040IaGhpIjx49GvEBeWRkJOPy5cujvjIpkw1kC8ePH6/q7u7GnzlzxhgAwMTERDN+/HjF4cOHxwEA9PX14aRSKT4wMFCanZ1tolKpoKmpiXjz5k0Df3//XoCB19uqq6v11Go1ZGdnm/j7+/+uiSemTZvWvWfPHnO5XI4DACgtLSVLJBL8jBkzJIcPHzbTtXNrayvB1NRUbWhoqNaN1/n2229NJ0+e/Ew7DuXn59eTmZlpAgBw69YtSm1t7TPtY2RkpB56fUfbv7S0lNzc3Kzn5ubWP1p5U6ZM6b19+7ZBeXk5GQBAKpXidTMCjqS+vp7C5/Nf+xXQ/1Qo04MgCIIgyJgICAjovnDhgsGcOXOkP/30Ez09PX08kUjU0mg0dVZWVoOVlZUqPT1dFBkZ6azRaMDU1FRZWFh4f/hxnJ2d5UKhkN3e3k7auXNnI41G0wIA+Pv7y/T19dXLli0bzEyIRCIylUod8ZF5Q0MD2dLS0k33+6uvvnqpDFhaWlrTe++9Z8fhcDCtVouzsbGRX758uS4xMfFxVFSUU05OjrGfn590tKfoeDweTp8+Xb9q1SrbnTt3jieTyVobGxv5rl27xAYGBtrc3Ny6xMREmw0bNtiZmZkp9fX11Rs3bmwCALh16xYtKSnJjkAgaLVaLS4mJqYtMDBQlp2dbRgfH2+vy6ZNnDix98MPP3xMo9G0mzZtehQYGMjSarW44ODg7qVLl3YNr5OHh0d/b28v3tLSUmFvb68EAJg7d66koqKC4unpyQEYyJJkZWU1EInEZ9qzqqqKZmtrqxy+XKVS4chkssbMzEy9ZMmSJxiG8WxsbBR8Pn/w1bjMzMyGFStW2H/xxRdWJBJJe+LEifqYmJiuwsJCAy6Xy8PhcNrPP//8oZ2dnaq0tBQmTpzYs27dOpvq6mqql5eXdOj4pFeRlJTUJhKJyK6urlytVoszMTFRnj17tn7evHmSO3fu0CZOnMglkUjakJCQ7t27dz86ePBgQ0JCgv3atWvxdnZ28iNHjoied/yUlJTHixYtcmCxWBiPx5O5uro+8zrg+PHj1QKBoIfJZPKmTp3anZyc/Fi3bv369Y9jYmLsWSwWRiAQICMjQzRaXwYAsLKyUmVkZIgWLVrkqFAocAAAn3766SM3Nzf58G3lcjlOJBKRAwICXukVxbcJ7nmpNARBEARB/jOVlJSI+Hz+Gxnn8ntdv36dum3btvE5OTkjvn7zMqKiohhhYWHdIw1cF4lEpClTprDr6+vLdbOYxcfH2yxfvrz9TUxqgIyso6MDv2TJEsa5c+eemmpZrVaDm5sb9/vvv2/w8PAYNUOB/PEOHTo0rri4mPaPf/yj6d9dl7FUUlJixufzGSOtQ6+3IQiCIAgyJnx9ffumTJkiGYtvpOzevdvU29ubu2nTpke6gAcAICMj4yEKeMaWiYmJZnjAIxKJSCwWizdp0qReFPD8+ahUKtwnn3zS+u+ux78TyvQgCIIgyFvoz5DpQRAE+SOhTA+CIAiCIAiCIP+1UNCDIAiCIAiCIMhbDQU9CIIgCIIgCIK81VDQgyAIgiAIgiDIWw0FPQiCIAiCjImenh6cp6cn+1Vnb8vKyjLauHHj+DdZl5qaGj0mk8kbvjwxMdEqJyeH/ibLGsmDBw+IYWFhjra2ti5OTk68wMBAZ92HJMvKyshBQUHOtra2Ljwej+vl5cU6d+6cAQCAWCwmBgUFObPZbEy3H8DA9NBxcXG2TCaTx2KxMBcXF67uI6+jsba2dm1ubkbfaHwJeXl59KCgIGeAp/vj4cOHxxUXF1N02/0R/UcoFLILCgpoAAA+Pj6sJ0+ejPgRX+T5UMdHEARBEGRM7Nq1yywiIqKTSHy1240lS5Z0A0D32NTqaTt37hzT75aoVCrA4/EQERHhHB0d3Z6Xl/crAEBhYSG1qamJ5OzsrAgPD2d++eWX4t/OG27dukX55Zdf9ENDQ3s2bNhgPXXqVMknn3zyGACgqKiICgCwf/9+k5aWFlJ1dXUFgUCA+vp6kqGh4YgfR32TNBoNaLVaGDpN+B9BqVQCiUT6Q8vUGdofc3JyxqlUqm6BQNAPMPb9Z7jFixe3b9++3Xzr1q0tf2S5bwOU6UEQBEEQZEwcP37cdMGCBV0AAI2NjSQPDw82h8PBmEwm7/z58wYAANnZ2YYYhnHZbDY2efJkFgBAenq6aWxsrB3AwMdJo6Oj7QQCAZvBYLgcOXLECABAIBCwCwsLqbqyJk2axNEFBK8iKiqKcfDgQWOAgUxIUlKSFYZhXBaLhd29e5cCACCRSPDz589nuLi4cLlcLpaZmTkOYCB7JBAI2BiGcTEM4168eFEfYCBL4OXlxQoPD3dgs9m8vLw8OpFI1K5fv/6JrlwfH5++GTNm9GRkZJhOmjSpRxfwAAB4enr2r127th0AoKWlhWRra6vQrdN9g6i5uZlkaWmp1AUfTk5OSnNzczUAQEZGhgmLxcKYTCYvISHBevg5JyQkWKelpZnrficnJ1t9+umnlgAAn3zyiaWLiwuXxWJhSUlJVrrzdHR05C1dutSOx+Nh9fX1o2aUhmYlmpubidbW1q4AA9d0+vTpTv7+/kx7e3uXlStX2uj2odFo7itWrLDBMIw7efJkVlNTE1F3rDVr1lh7enqyU1NTLa9evUrz9PRk83g8rp+fH7OxsZEEAFBeXk728fFhsdlsDMMwbkVFBVmj0UB8fLyNLhO2b98+Y921EQqF7BkzZjg6ODjwIiIiHDSagVgxOzvb0MHBgScQCNjZ2dnjdPXT9ceLFy/qX7p0adzHH39sw+FwsIqKCvLQ/pObm0vncrkYi8XC5s+fz+jr68P9nn7V09ODCwsLc2SxWNisWbMc+/v7cbq6LFq0qOvUqVOmo7U/MjqU6UEQBEGQt9zy3OW25Y/LaS/aTqvVgkwpw9NINA0Oh3vuti4WLrIDsw+IR1vf39+PE4vFZDabrQAAOHDggElwcHD31q1bW1QqFUilUnxTUxNxzZo1jPz8/GoOh6NobW0dMX0gFovJN2/erKmsrCSHhISwZ8+eXRYXF9e2f/9+Mx8fH3FpaSlZoVDg3sRHSc3MzFSVlZVVaWlp5mlpaZbHjh1r3Lhx44SgoCDJiRMnRG1tbQQPDw9uRESExMrKSnX16tVaGo2mLSsrIy9evNixvLy8CgCgtLRU/+7duxUcDkeRmppqwefzZSOVV1FRQXF3dx9xHQDA6tWrH8fFxTnu2bNHNmXKFElCQkI7g8FQxsTEdAQEBHA4HA7d399fEhcX1+7r69snEolIn332mXVxcXGVubm5yt/fn3X48OFxMTExXbpjLl26tCMxMdHuww8/fAIAkJuba3z+/Pn7p06dMqyrq6OUlpZWabVaCAkJcT537pyBo6OjQiQSUfbt2yfKzMx88HvbtrKyklZSUlJJpVI1zs7OLikpKa3Ozs7Kvr4+/KRJk2T79u17mJKSMuHDDz+0OnTo0AMAgK6uLsKtW7dq5HI5ztvbm/3jjz/WWVlZqfbt22eckpJifeLECVF0dLRDSkpKS2xsbJdMJsOp1WrcoUOHxpWVlVGrqqoqmpubiUKhkDt9+vQeAICqqirqvXv3fmUwGEqBQMC5ePGigb+/f++aNWsYFy9erOHxePKwsDDH4fWfNm1ab0hISFdYWFj3smXLOoeuk8lkuPj4eIcLFy7UuLm5ySMjIxnbtm0z37Rp02OAV+tX//M//2NOpVI1tbW1lUVFRVRfX19MV465ublaoVDgWlpaCOPHj1f/3mvx3whlehAEQRAEAQAAmVKGr+uso8qUste+P2hpaSHS6fTBwTze3t69R44cMUtOTra6efMm1djYWJOfn68vFAqlHA5HAQBgaWk54k1cVFRUB4FAAFdXV7mtra383r17lLi4uM5Lly4ZyeVy3N69e82io6PfyIdYo6OjOwEAhEKhTCwWkwEA8vPzDb/++usJHA4H8/PzY8vlclxdXZ2eQqHARUdHM357su9UX18/ONbDzc2tV3der2LatGlOTCaTN336dKffzl1SV1dXtmzZsraamhqqQCDAmpqaiE5OTsq6urryzZs3P8Tj8TBz5kx2bm4u/dq1a/re3t5SKysrFYlEgoULF3ZcuXLFYGgZvr6+fe3t7USRSET65ZdfqEZGRmomk6k4f/68YUFBgSGGYdhvGR1KdXU1BQBgwoQJiuDg4N7XaVs/Pz+JqampmkajaZ2dnfvr6+vJAAB4PB7efffdDgCA5cuXt9+8eXOwvosXL+4AACgtLSXfv3+fOnXqVBaHw8G2bds2oampidTZ2YlvbW3Vi42N7QIAoNFoWjqdrrl69Sp9wYIFHUQiEWxtbVVeXl49165dowEAuLq69jo5OSkJBALweDxZfX293r179yg2NjZyV1dXOR6PhyVLlrS/yrmVlJRQbGxs5G5ubnIAgLi4uPZr164NjvV5lX517do1g5iYmHaAgcwei8V6Kig2NTVVPXjw4Lnjt5BnoUwPgiAIgrzlnpeRGUqj1cCNhzeo3jbefXjc68U9+vr6GoVCMXiQ0NDQnoKCgpqTJ08axcXFOaxdu7bV2NhY9aKMEgDA8G1wOBzQ6XSNv7+/5Icffhh3+vRpk+Li4srXqvBvKBSKFgCASCRqVSoVDmAgA5adnV3H5/PlQ7dNTk62srCwUJ48ebJBo9EAlUoV6NbRaLTB8TWurq59OTk5xiOVx+Px+q9evTp4k3/x4sX6goICWkpKiq1umaWlpXrlypUdK1eu7AgKCnK+cOGCQVxcXBeVStUuWLBAsmDBAomlpaXy1KlT40JCQqQvc57h4eGdmZmZxi0tLaSoqKgO3XkmJiY2f/DBB08FkDU1NXpDz+d5iESiVq0eiF1lMtlTF05PT0+r+zeBQNAqlcoRL/7Q602n0zW/1Q3n7Ozcd+/eveqh23Z0dIzYUbVa7UiLAQCATCYPrQforvPL9MXRPK88gFfrVy+qi1wux73s9UD+H5TpQRAEQRAEAADwODz42Pq8dsADMPAajlqtxulufGtra/Wsra2V69ata1u6dGnbnTt3aEFBQb1FRUV03axjo73edurUKWO1Wg0VFRVksVhM5vP5/QAAK1eubNuwYYMtn8/v1WWJLl++TIuMjGS89gkMERQUJNmxY4elbuzH9evXqQAA3d3dhAkTJigJBAJ88803prqb/eHCw8OlCoUCt2PHDjPdsitXrtB+/PFHgxUrVrTfvn3bICsry0i3rre3d/ACnD59mi6VSvEAAJ2dnfjGxkayg4OD4tq1azSRSEQCGJjJraysjGpvb68ICAjoLSoqojc3NxNVKhWcOHHCZMqUKT3D6xQTE9Nx8uRJk7y8POOlS5d2AgCEhoZKDh8+bNbd3Y0HAGhoaCA9evRoxAfkkZGRjMuXLz/zyqStra385s2b+gAAWVlZIwZ6w2k0GtCNi/nuu+9MhULhM4Gbm5tbf0dHB/HSpUv6AAM3/rdv36aYmJhoxo8frzh8+PA4AIC+vj6cVCrFBwYGSrOzs01UKhU0NTURb968aeDv7z9qpmrixIn9Dx8+1KuoqCADABw9etRkpO0MDAzUEonkmT+QiRMn9j969EivvLycDABw6NAhU39//+cGoKP1Kz8/v57MzEwTgIFJLWprawfbWaPRwJMnT0hsNvuZQAl5PpTpQRAEQRBkTAQEBHRfuHDBYM6cOdKffvqJnp6ePp5IJGppNJo6KyurwcrKSpWeni6KjIx01mg0YGpqqiwsLLw//DjOzs5yoVDIbm9vJ+3cubORRqNpAQD8/f1l+vr66mXLlg1mJkQiEZlKpY742L2hoYFsaWnppvv91VdfvVQGLC0trem9996z43A4mFarxdnY2MgvX75cl5iY+DgqKsopJyfH2M/PT0qlUkd8+o7H4+H06dP1q1atst25c+d4MpmstbGxke/atUtsYGCgzc3NrUtMTLTZsGGDnZmZmVJfX1+9cePGJgCAW7du0ZKSkuwIBIJWq9XiYmJi2gIDA2XZ2dmG8fHx9rps2sSJE3s//PDDxzQaTbtp06ZHgYGBLK1WiwsODu5eunRp1/A6eXh49Pf29uItLS0V9vb2SgCAuXPnSioqKiienp4cgIFsVVZWVgORSHymPauqqmi2trbK4cs//PDD1oULFzoePXrU1N/fX/Iy7UulUjUVFRVUHo83nk6nq0+dOvXr8G0oFIr26NGj9WvXrrWTSqUEtVqNS0hIaPXw8OjPzMxsWLFihf0XX3xhRSKRtCdOnKiPiYnpKiwsNOByuTwcDqf9/PPPH9rZ2alKS0tHrAONRtPu2rWrMSwszNnExETl5eXVU1VV9czEGEuWLOlISEhg7N271zI7O7t+6P579+4VzZ8/30mtVgOfz5elpKQ8Gb7/UKP1q5SUlMeLFi1yYLFYGI/Hk7m6ug4Ga9euXaO5u7v3/rtmsvtPhntROg5BEARBkP88JSUlIj6f/0bGufxe169fp27btm18Tk5Ow+89RlRUFGOkgeMAACKRiDRlyhR2fX19uW4Ws/j4eJvly5e3v4lJDZCRdXR04JcsWcI4d+7cM8HJ70Gj0dxlMtndN3Gst92yZcts58yZ0zV79uyXeo3xv01JSYkZn89njLQOZXoQBEEQBBkTvr6+fbdu3ZKoVCp41W/1vMju3btNU1NTrbds2SIe+s2YjIyMh2+0IOQZJiYmmjcV8CCvxsXFpQ8FPL8PyvQgCIIgyFvoz5DpQRAE+SM9L9ODJjJAEARBEARBEOSthoIeBEEQBEEQBEHeaijoQRAEQRAEQRDkrYaCHgRBEARBEARB3moo6EEQBEEQZEz09PTgPD092SqV6pX2y8rKMtq4ceP4N1mXmpoaPSaTyRu+PDEx0SonJ4f+JssaiVgsJoaHhzvY2Ni48ng87sSJEzmHDh0aBwCQl5dHx+Fwgq+//nrw46XXr1+n4nA4waZNmywBBqbutra2duVwOBibzcZyc3MH6ywUCtkMBsOFw+FgHA4HmzFjhiMAQElJCVkoFLI5HA7m6OjIW7x4sT0AgFQqxUdERDiwWCyMyWTyBAIBW/dB0tHQaDT3MWiWpwiFQnZBQQENAMDa2tq1ubn5qSn/htchPT3dNDY21g4AIDk52crCwsKNw+FgTCaTN/Rjr/8ueXl59KCgIGeAp/v04cOHxxUXF1N02/0RfbCpqYno7+/PHMsy/uzQlNUIgiAIgoyJXbt2mUVERHS+6nTVS5Ys6QaA7rGp1dN27tzZNJbHV6lUgMfjITw83Dk6Orr9zJkzDQAAtbW1eidOnBin247JZPZlZ2cbJyUltQEAZGZmmrDZ7Ke+NZSamvpw2bJlnWfOnKGvWbPGfvbs2eW6dYcOHfo1ICBANnT71atX261du7ZV93HSmzdvUgEAtmzZYmFhYaE8ffp0A8BAcKSnpzfm0/mOxdTlQ61cubJ18+bNrXfu3KEEBwezFy1aVDJ0OnOlUgn/ro96Du3TOTk541QqVbdAIOgHGPs+qFQqwcrKSmVpaam8cOGC/vTp03tfvNfbB2V6EARBEAQZE8ePHzddsGBBFwBAY2MjycPDg617En/+/HkDAIDs7GxDDMO4bDYbmzx5Mgvg6Sf4UVFRjOjoaDuBQMBmMBguR44cMQIAEAgE7MLCQqqurEmTJnGKioqoz1TiBaKiohgHDx40BhjILiQlJVlhGMZlsVjY3bt3KQAAEokEP3/+fIaLiwuXy+VimZmZ4wAGskcCgYCNYRgXwzDuxYsX9QEGnvB7eXmxwsPDHdhsNu/MmTN0EomkXb9+/RNduSwWS/HRRx891v22trZWyOVyvFgsJmo0Gvj555+NgoODRwz8goODex4/fvzCu/fHjx+T7O3tFbrfQqGwDwCgubmZZG1trdQt5/P5ciqVqgUA+OyzzyyZTCaPyWTyNm/ebDH8mLNmzXI8duzYYBYlKiqK8d13341TqVQQHx9v4+LiwmWxWNi2bdvMRmqLF9X5TZg0aVI/gUCAlpYWolAoZK9Zs8ba09OTnZqaann16lWap6cnm8fjcf38/JiNjY0kAIDy8nKyj48Pi81mYxiGcSsqKsgajQbi4+NtmEwmj8ViYfv27TPWnZNQKGTPmDHD0cHBgRcREeGg0WgAYKA/Ozg48AQCATs7O3ucrk66Pn3x4kX9S5cujfv4449tOBwOVlFRQR7aB3Nzc+lcLhdjsVjY/PnzGX19fTiAV++b6enppqGhoY5Tp0519vf3ZwEAzJkzp+vQoUOmf8Q1+DNCmR4EQRAEecstz11uW/64nPai7bRaLciUMjyNRNPgcLjnbuti4SI7MPuAeLT1/f39OLFYTGaz2QoAgAMHDpgEBwd3b926tUWlUoFUKsU3NTUR16xZw8jPz6/mcDiK1tZWwkjHEovF5Js3b9ZUVlaSQ0JC2LNnzy6Li4tr279/v5mPj4+4tLSUrFAocF5eXn0j7f8qzMzMVJWVlVVpaWnmaWlplseOHWvcuHHjhKCgIMmJEydEbW1tBA8PD25ERITEyspKdfXq1VoajaYtKysjL1682LG8vLwKAKC0tFT/7t27FRwOR5Gammrh5uYme1HZc+bM6Tx8+LCxh4eHzNXVVUYmk0fMvpw8edIoJCSka+iy2NhYRwqFogEACAwMlGRkZDxcvXp168yZM1nu7u69wcHB3atXr243MzNTv/fee21hYWGs3Nxc44CAAMmKFSvaXV1d5VevXqX98MMPpsXFxVVarRYEAgE3ODhY6uvrO9iuCxcu7Dh27JjxwoULu/v7+3HXr183/P777xt37txpZmRkpC4vL6/q6+vDeXp6csLDwyXD2+I1Ls1L+/nnn/XxeLx2woQJKgCArq4uwq1bt2rkcjnO29ub/eOPP9ZZWVmp9u3bZ5ySkmJ94sQJUXR0tENKSkpLbGxsl0wmw6nVatyhQ4fGlZWVUauqqiqam5uJQqGQO3369B4AgKqqKuq9e/d+ZTAYSoFAwLl48aKBv79/75o1axgXL16s4fF48rCwMMfhdZs2bVpvSEhIV1hYWPeyZcs6h66TyWS4+Ph4hwsXLtS4ubnJIyMjGdu2bTPftGnTY4BX65sAAHfu3DEoLS2tsLS0VAMA+Pr69m7evNlqrNv/zwoFPQiCIAiCAACATCnD13XWUZ2Nnfv09fQ1r3OslpYWIp1OHxzM4+3t3RsfH89QKpX4efPmdfr4+PSdO3eOLhQKpbqbYd3N2XBRUVEdBAIBXF1d5ba2tvJ79+5R4uLiOrdt2zZBLpc/3Lt3r1l0dPQb+RBrdHR0JwCAUCiUnT592hgAID8/3/Cnn34al56ePh4AQC6X4+rq6vTs7e2Vf/3rX+0rKyupeDweGhsbybrjuLm59Y52kx8TE2N38+ZNAxKJpNUFSQAAsbGxHVFRUU7V1dXU6OjojmvXrhkM3e/jjz+2+eSTT2w6OjqIV65cqRq6bqTX295///322bNnS3JycgzPnDkz7rvvvjOvrKys9PHx6WtoaCjLyckxvHjxoqGPjw/3ypUr1fn5+QYzZ87sMjQ01AAAzJo1q/Py5cv0oUHPvHnzutevX2/X19eHO3nypJFQKJQaGBhoL126ZFhdXU3TtZlUKiVUVlZS9PT0tM9ri9eFw+EGA8O9e/daHj9+3FRfX1996NChX/H4gReaFi9e3AEAUFpaSr5//z516tSpLAAAjUYD5ubmys7OTnxra6tebGxsFwAAjUbTAoD26tWr9AULFnQQiUSwtbVVeXl59Vy7do1mZGSkcXV17XVyclICAPB4PFl9fb0enU5X29jYyF1dXeUAAEuWLGnfv3+/+cueS0lJCcXGxkbu5uYmBwCIi4tr/9///V8LAHgM8Gp9EwDA399fMvRvysrKSvX48WO939PObwMU9CAIgiDIW+55GZmhNFoN3Hh4g+pt492Hx73eG/D6+voahUIxeJDQ0NCegoKCmpMnTxrFxcU5rF27ttXY2Fj1oowSAMDwbXA4HNDpdI2/v7/khx9+GHf69GmT4uLiyteq8G8oFIoWAIBIJGpVKhUOYCADlp2dXcfn8+VDt/1t8Lzy5MmTDRqNBqhUqkC3jkajDQaNrq6ufbm5uca634cPH37Q3NxM9PDw4A49np2dnYpEImkLCgoMDxw48GB40JOamvowNja288svv7SIi4tzqKioeCrwGQmDwVAmJia2JyYmtjOZTN7t27ep/v7+MiMjI80777zT9c4773TFxsZCbm6uEYFAeOG4HhqNpvX29paeOnXK8NixY8a6gEKr1eJ27NjxICoqSjJ0+7y8PPrQtngdZDJZ09/fj9Ndo46ODqKZmdlgYK0b0zN8PzqdrtHV0dnZue/evXvVQ9d3dHSM2Nm12tGbY2gWjkAggK6vvEx/Hs3zygN4tb557do1/eHtLpPJcGQy+Y1ci/9EaEwPgiAIgiAAAIDH4cHH1ue1Ax4AAHNzc7VarcbJZDIcwMDAfWtra+W6devali5d2nbnzh1aUFBQb1FREb26uloPAGC019tOnTplrFaroaKigiwWi8l8Pr8fAGDlypVtGzZssOXz+b26J9qXL1+mRUZGMl77BIYICgqS7Nixw1I3buP69etUAIDu7m7ChAkTlAQCAb755htTtXrERBWEh4dL5XI5buvWrYNP/Xt6ekZs5M8///zRF1988XC0Af8EAgE+/vjjxxqNBnfy5EnD59U7OzvbUC6X4wAAHjx4QOzq6iLY29srLly4oP/kyRMCwMBriLW1tRQGg6GYOnVqz9mzZ8dJpVK8RCLBnz171jgoKEg6/LiLFi3q+O6778xu3bpFnzt3rgQAYNq0ad179uwx15VXWlpKlkgkI57j5MmTWQ0NDa88o4CXl5d07969JgADMwP+61//Mg4JCXmmfqNxc3Pr7+joIF66dEkfYCArcvv2bYqJiYlm/PjxisOHD48DAOjr68NJpVJ8YGCgNDs720SlUkFTUxPx5s2bBv7+/qNOAjBx4sT+hw8f6lVUVJABAI4ePWoy0nYGBgbqkdpm4sSJ/Y8ePdIrLy8nAwAcOnTI1N/f/7nnN1rfHEl5eTmFxWK99iug/6lQpgdBEARBkDEREBDQfeHCBYM5c+ZIf/rpJ3p6evp4IpGopdFo6qysrAYrKytVenq6KDIy0lmj0YCpqamysLDw/vDjODs7y4VCIbu9vZ20c+fOxt9ePwJ/f3+Zvr6+etmyZYOvtolEIrJuUP5wDQ0NZEtLSzfd76+++uqlMmBpaWlN7733nh2Hw8G0Wi3OxsZGfvny5brExMTHUVFRTjk5OcZ+fn5SKpU64lN0PB4PZ86cqV+9erVtenr6eBMTExWNRlN/9tlnD4dvO23atBfOrIXH42HDhg1N27dvH6/LrAwd02NiYqIqLCysPX/+vGFKSoqd7un+559//tDOzk51+vRpozVr1tgDAGg0GlxISEj3O++804nH4yE6Orp90qRJXACAmJiYJ0NfbdOJjIyUrFy50iEkJKRLl31ISkpqE4lEZFdXV65Wq8WZmJgoz549Wz98X7VaDY2NjWRzc/MXzmPO5/MxXeYkPDy8Y8+ePeLly5fb792711Kr1cKiRYvaQ0NDe150HB0KhaI9evRo/dq1a+2kUilBrVbjEhISWj08PPozMzMbVqxYYf/FF19YkUgk7YkTJ+pjYmK6CgsLDbhcLg+Hw2l17VdaWjri8Wk0mnbXrl2NYWFhziYmJiovL6+eqqqqZ4KQJUuWdCQkJDD27t1rmZ2dXT90/71794rmz5/vpFargc/ny1JSUp4M33+o0frmSNtevHiRPmPGjD9kVsQ/I9yLUmkIgiAIgvznKSkpEfH5/DcyzuX3un79OnXbtm3jc3JyGn7vMaKiohgjDfoGABCJRKQpU6aw6+vry3VTE8fHx9ssX768/U1MaoC8ebdu3aJkZGSY7d+//5mADxlbHh4e7HPnztWZm5uPnJJ8C5SUlJjx+XzGSOtQpgdBEARBkDHh6+vbd+vWLclYfJ9l9+7dpqmpqdZbtmwRD/0WS0ZGBrqZ/hPz9PTs9/T0RNfoD9bU1ER8//33W9/mgOdFUKYHQRAEQd5Cf4ZMD4IgyB/peZkeNJEBgiAIgiAIgiBvNRT0IAiCIAiCIAjyVkNBD4IgCIIgCIIgbzUU9CAIgiAIgiAI8lZDQQ+CIAiCIGOip6cH5+npyVapXvhJlqdkZWUZbdy4cfybrEtNTY0ek8nkDV+emJholZOTQ3+TZY1ELBYTw8PDHWxsbFx5PB534sSJnEOHDo0DAMjLy6PjcDjB119/babb/vr161QcDifYtGmTJcDA1N3W1tauHA4HY7PZWG5u7mCdhUIhm8FguHA4HIzD4WAzZsxwBAAoKSkhC4VCNofDwRwdHXmLFy+2BwCQSqX4iIgIBxaLhTGZTJ5AIGB3d3c/956QRqO5j0GzPEUoFLILCgpob+p46enpprGxsXYjrXN3d+cADPQLCoUyicPhYE5OTrzo6Gi70T4y+0eytrZ2bW5uJgI8XVfdx1kBAAoKCmhxcXG2Y12XsLAwx7KyMvJYlzPWUNCDIAiCIMiY2LVrl1lERETnq05XvWTJku4tW7a0jFG1nrJz586mOXPmPPer969DpVKBRqOB8PBwZ39//56HDx+WVVRUVB0/fvxXsVisp9uOyWT2ZWdnG+t+Z2ZmmrDZ7Ke+NZSamvqwurq6cvv27eK1a9faD1136NChX6urqyurq6srz58//ysAwOrVq+3Wrl3bWl1dXfnrr79WJCUlPQYA2LJli4WFhYWytra28v79+xUHDhwQ6enpjfl0vq8a/I6lu3fvVuv+bWtrK/+t7Spqa2upmZmZ44Zuq1Qq//D6DaWr6/3798nHjh0bDHoCAgJk33333Ut9YPf3UqlUkJCQ8PjLL798ow8h/h1Q0IMgCIIgyJg4fvy46YIFC7oAABobG0keHh5sDoeDMZlM3vnz5w0AALKzsw0xDOOy2Wxs8uTJLICnn9BHRUUxoqOj7QQCAZvBYLgcOXLECABAIBCwCwsLB792P2nSJE5RURH1mUq8QFRUFOPgwYPGAANP15OSkqwwDOOyWCzs7t27FAAAiUSCnz9/PsPFxYXL5XIx3U1xTU2NnkAgYGMYxsUwjHvx4kV9gIHMjZeXFys8PNyBzWbzzpw5QyeRSNr169c/0ZXLYrEUH3300WPdb2tra4VcLseLxWKiRqOBn3/+2Sg4OLh7pDoHBwf3PH78mPSic3v8+DHJ3t5eofstFAr7AACam5tJ1tbWg3fyfD5fTqVStQAAn332mSWTyeQxmUze5s2bLYYfc9asWY7Hjh0zGtp+33333TiVSgXx8fE2Li4uXBaLhW3bts1spLZ4UZ11lixZYufi4sJ1dnbmJSUlWemWX7lyhebu7s5hs9mYq6srt7OzEy+TyXDz5s1jsFgsjMvlYmfOnBnMgj169Ijk7+/PZDAYLuvWrZugWz5S5opEIoFQKOy5f/8+OT093TQ0NNRx6tSpzv7+/qzR+oBKpYL33nvPhsViYSwWC/vyyy8tAAByc3PpXC4XY7FY2Pz58xl9fX04gNH7WEtLC8HX15fJ5XKx6Oho+6GflNHV9aOPPrK+ffu2AYfDwT7//HOLvLw8elBQkDMAQGtrKyEkJMSJxWJhfD5/8G8hOTnZav78+QyhUMi2sbFxTU1NHbym33zzjYmrqyuXw+Fg0dHR9rqglEajuScmJlq5ublx/u///s9gxowZPVevXjX8dwd/rwt9nBRBEARB3nLLc5fblj8uf+FrQ1qtFmRKGZ5GomlwONxzt3WxcJEdmH1g1KfM/f39OLFYTGaz2QoAgAMHDpgEBwd3b926tUWlUoFUKsU3NTUR16xZw8jPz6/mcDiK1tZWwkjHEovF5Js3b9ZUVlaSQ0JC2LNnzy6Li4tr279/v5mPj4+4tLSUrFAocF5eXn0j7f8qzMzMVJWVlVVpaWnmaWlplseOHWvcuHHjhKCgIMmJEydEbW1tBA8PD25ERITEyspKdfXq1VoajaYtKysjL1682LG8vLwKAKC0tFT/7t27FRwOR5Gammrh5uYme1HZc+bM6Tx8+LCxh4eHzNXVVUYmk0fMvpw8edIoJCSka+iy2NhYRwqFogEACAwMlGRkZDxcvXp168yZM1nu7u69wcHB3atXr243MzNTv/fee21hYWGs3Nxc44CAAMmKFSvaXV1d5VevXqX98MMPpsXFxVVarRYEAgE3ODhY6uvrO9iuCxcu7Dh27JjxwoULu/v7+3HXr183/P777xt37txpZmRkpC4vL6/q6+vDeXp6csLDwyXD2+Jlr8P//M//PLK0tFSrVCrw8fFhFxUVUfl8fv+SJUucsrKy6gMDA2UdHR14AwMDTWpqqiUAQG1tbeXdu3cpM2fOZNbX15fryi4rK6swMDDQuLu7Y7Nnz+4OCAgY8VpIpVJ8QUGB4aZNmx61tLSQ7ty5Y1BaWlphaWmpXrNmjfVIfWDPnj2mjY2N5IqKikoSiQStra0EmUyGi4+Pd7hw4UKNm5ubPDIykrFt2zbzTZs2PQYYuY99+OGHVpMnT+7Zvn1789GjR42OHDliNrx+X3755aMdO3ZYXr58uQ5gIKDUrVu/fr0Vn8+XXbp0qf706dP0d955x6G6uroSAKCuro5SWFhY09XVReByuS4ffPDBk4qKCnJ2drbJ7du3q8lksnbp0qV2e/fuNV2zZk17X18f3sXFpW/nzp1NuuPb29v337hxg+bv7//CfvxnhTI9CIIgCIIAAIBMKcPXddZRZUrZa98ftLS0EOl0+uD7TN7e3r1HjhwxS05Otrp58ybV2NhYk5+fry8UCqW6m2FLS8sRB1NERUV1EAgEcHV1ldva2srv3btHiYuL67x06ZKRXC7H7d271yw6OvqNfIg1Ojq6EwBAKBTKxGIxGQAgPz/f8Ouvv57A4XAwPz8/tlwux9XV1ekpFApcdHQ047en+U719fUU3XHc3Nx6R7vJj4mJsWOz2ZiLiwt36PLY2NiOf/3rXyaZmZmm0dHRHcP3+/jjj21sbGxc4+PjHTZt2tQ8dN3Q19syMjIeAgC8//777WVlZRVz587tKCgooHt6enL6+vpwPj4+fQ0NDWVJSUktHR0dRB8fH+6dO3co+fn5BjNnzuwyNDTUGBkZaWbNmtV5+fLlp8Y7zZs3r7uwsNCwr68Pl52dbSQUCqUGBgbaS5cuGR4/ftyUw+Fg7u7u3M7OTmJlZSXlRW0xmu+//97ktwwadv/+fUpJSQmltLSUYmFhoQwMDJQBAJiYmGhIJBIUFhYaxMbGtgMAuLu791tZWSnKysooAAB+fn6S8ePHqw0MDLSzZs3qzM/PNxhellgsJnM4HEwoFHKmT5/evWDBAgkAgL+/v0TXJ0frAz///LPhypUrn5BIA4k3S0tLdUlJCcXGxkbu5uYmBwCIi4trv3bt2mA7jtTHbty4QV++fHk7AMCiRYu6DQ0NX2lg0c2bN+l//etf2wEAIiIipF1dXcT29nYCAMD06dO7qFSqdsKECSoTExPlw4cPiefPn6eXl5fT+Hw+l8PhYNeuXTP89ddfyQAABAIB4uLiOoce38zMTCUWi1+YXfwzQ5keBEEQBHnLPS8jM5RGq4EbD29QvW28+/C414t79PX1NQqFYvAgoaGhPQUFBTUnT540iouLc1i7dm2rsbGx6kUZJQCA4dvgcDig0+kaf39/yQ8//DDu9OnTJsXFxZWvVeHfUCgULQAAkUjUqlQqHMBABiw7O7uOz+fLh26bnJxsZWFhoTx58mSDRqMBKpUq0K2j0Wga3b9dXV37cnNzB8frHD58+EFzczPRw8PjqaDHzs5ORSKRtAUFBYYHDhx4cO3atadu0FNTUx/GxsZ2fvnllxZxcXEOFRUVVS86HwaDoUxMTGxPTExsZzKZvNu3b1P9/f1lRkZGmnfeeafrnXfe6YqNjYXc3FwjAoHwwnE9NBpN6+3tLT116pThsWPHjBcvXtzxWxvhduzY8SAqKkoydPu8vDz60LZ4GdXV1Xq7d++2LC4urjI3N1dHRUUx+vv78VqtFnA43DN1HPoq2HAj9Z3hdGN6hi8fWu/R+sBIdXpefQBG7mMAAHj87/+bG6lMXb2GZgwJBAKoVCqcVqvFzZ8/v/1///d/Hw3fT09PTzN8HJ5cLse/6nX8s0GZHgRBEARBAAAAj8ODj63Pawc8AADm5uZqtVqNk8lkOACA2tpaPWtra+W6devali5d2nbnzh1aUFBQb1FREb26uloPYGBcwkjHOnXqlLFarYaKigqyWCwm8/n8fgCAlStXtm3YsMGWz+f36p7IX758mRYZGcl47RMYIigoSLJjxw5LjWbgnu/69etUAIDu7m7ChAkTlAQCAb755hvT0Wb9Cg8Pl8rlctzWrVvNdct6enpGbOTPP//80RdffPFwtMkfCAQCfPzxx481Gg3u5MmThs+rd3Z2tqFcLscBADx48IDY1dVFsLe3V1y4cEH/yZMnBICB1xBra2spDAZDMXXq1J6zZ8+Ok0qleIlEgj979qxxUFDQM5M8LFq0qOO7774zu3XrFn3u3LkSAIBp06Z179mzx1xXXmlpKVkikYx4jpMnT2Y1NDSMmjXo7OwkUKlUjYmJiVosFhPz8/ONAAD4fH5/a2ur3pUrV2i/bYdXKpXg5+fXk5mZaaIrt7m5Wc/Nza0fAODatWuGra2thJ6eHtzZs2fHBQYG9jyvzUYzWh8ICQmR7N2711w33qW1tZUwceLE/kePHumVl5eTAQAOHTpk6u/v/9zJMry9vaUHDhwwBQA4fvy4oUQieeZvwcjISN3T0zPi34i3t7f04MGDpgADgaaxsbHKxMRk1CBlxowZkry8PONHjx4RdfWura3VG237hoYGsru7e//zzuHPDmV6EARBEAQZEwEBAd0XLlwwmDNnjvSnn36ip6enjycSiVoajabOyspqsLKyUqWnp4siIyOdNRoNmJqaKgsLC+8PP46zs7NcKBSy29vbSTt37myk0WhaAAB/f3+Zvr6+etmyZYOvtolEIrJuUP5wDQ0NZEtLSzfd76+++uqlMmBpaWlN7733nh2Hw8G0Wi3OxsZGfvny5brExMTHUVFRTjk5OcZ+fn5SKpU64k0mHo+HM2fO1K9evdo2PT19vImJiYpGo6k/++yzh8O3nTZtWu+L6oPH42HDhg1N27dvH6/LrAwd02NiYqIqLCysPX/+vGFKSoodmUzWAAB8/vnnD+3s7FSnT582WrNmjT0AgEajwYWEhHS/8847nXg8HqKjo9snTZrEBQCIiYl5MnQ8j05kZKRk5cqVDiEhIV26rEVSUlKbSCQiu7q6crVaLc7ExER59uzZ+uH7qtVqaGxsJJubmz8zlZtarQYKhaIVCoV9Li4uMiaTybOzs5MLBIIegIEMSVZWVv3atWvt+vv78RQKRVNQUFC7fv36xzExMfYsFgsjEAiQkZEh0vUBDw+PnoULFzqIRCJKVFRU+2jjeV5ktD6QlJT0pLa2lszhcHhEIlH7zjvvPNm4ceOTvXv3iubPn++kVquBz+fLUlJSnrzo+FFRUY4YhnEnT57cM2HChGdeBxQKhX1EIlHLZrOx6OjoNoFAMHhttm7d2qR71ZJKpWq+++67hueVJxAI+j/++ONHwcHBLI1GAyQSSZuenv6AxWI9U65YLCaSyWStvb39f/RMBrgXpeAQBEEQBPnPU1JSIuLz+W9knMvvdf36deq2bdvG5+TkPPcG7HmioqIYYWFh3cuWLescvk4kEpGmTJnCrq+vLycQBh6Ax8fH2yxfvrz9TUxqgLx5t27domRkZJjt37//qYCvr68P5+Dg4FpRUVFhamr67/9QDjLo888/tzA0NNQkJSX9W/8/eRklJSVmfD6fMdI6lOlBEARBEGRM+Pr69t26dUuiUqngVb/V8yK7d+82TU1Ntd6yZYtYF/AAAOgG8SN/Tp6env2enp5PXaPfPrLpsGzZssco4PnzGTdunHrVqlXt/+56vC6U6UEQBEGQt9CfIdODIAjyR3pepgdNZIAgCIIgCIIgyFsNBT0IgiAIgiAIgrzVUNCDIAiCIAiCIMhbDQU9CIIgCIIgCIK81VDQgyAIgiDImOjp6cF5enqyVapnPsnyXFlZWUYbN24c/ybrUlNTo8dkMnnDlycmJlrl5OTQ32RZIxGLxcTw8HAHGxsbVx6Px504cSLn0KFD4wAGPiaJw+EEX3/9tZlu++vXr1NxOJxg06ZNlgADU3dbW1u7cjgcjM1mY7m5uYN1FgqFbAaD4cLhcDAOh4PNmDHDEQCgpKSELBQK2RwOB3N0dOQtXrzYHgBAKpXiIyIiHFgsFsZkMnkCgYDd3d393HtCGo3mPgbN8lZKT083jY2NtQMA+Pvf/26+e/duU91ykUg0+FHWhQsX2hcXF1PGsi7W1tauzc3NxP7+fpyHhwdb9xHV/0ZoymoEQRAEQcbErl27zCIiIjpfdbrqJUuWdANA99jU6mk7d+5sGsvjq1QqwOPxEB4e7hwdHd1+5syZBgCA2tpavRMnTozTbcdkMvuys7ONdd9CyczMNGGz2U99ayg1NfXhsmXLOs+cOUNfs2aN/ezZs8t16w4dOvTr8A9vrl692m7t2rWtS5cu7QIAuHnzJhUAYMuWLRYWFhbK06dPNwAMBEd6enpjPp3vWExd/mcuFwBg/fr1gx8lzczMNJs4cWIfg8FQAgAcO3as8Y+qB4VC0QYGBkr2799vkpCQ0PFHlftngjI9CIIgCIKMiePHj5suWLCgCwCgsbGR5OHhweZwOBiTyeSdP3/eAAAgOzvbEMMwLpvNxiZPnswCePpJeVRUFCM6OtpOIBCwGQyGy5EjR4wAAAQCAbuwsJCqK2vSpEmcoqIi6jOVeIGoqCjGwYMHjQEGnoonJSVZYRjGZbFY2N27dykAABKJBD9//nyGi4sLl8vlYpmZmeMABrJHAoGAjWEYF8Mw7sWLF/UBBjI3Xl5erPDwcAc2m807c+YMnUQiaYfeALNYLMVHH330WPfb2tpaIZfL8WKxmKjRaODnn382Cg4OHjHwCw4O7nn8+DFppHVDPX78mGRvb6/Q/RYKhX0AAM3NzSRra+vBR/58Pl9OpVK1AACfffaZJZPJ5DGZTN7mzZsthh9z1qxZjseOHTMa2n7ffffdOJVKBfHx8TYuLi5cFouFbdu2zWyktnhefXVZCYCBb/cIhUI2AEBycrLV/PnzGUKhkG1jY+OamppqATDQ/g4ODry5c+cyWCwWNmPGDEepVIrXHSslJWWCQCBgHzhwwPjUqVOGEydO5GAYxg0NDXXUZbauXLlCc3d357DZbMzV1ZXb2dmJl8lkuHnz5jFYLBbG5XKxM2fO0AEG+uX06dOd/P39mfb29i4rV6600dX9H//4hymDwXDx9PRkFxYWGuiWJycnW23atMny4MGDxuXl5bTY2FhHDoeD9fT04IRCIbugoIAGAJCRkWGiy7wlJCRY6/an0Wjuf/vb36zZbDbG5/M5YrGYCADQ1NRE/Mtf/uLk4uLCdXFx4V64cEEfAKClpYXg6+vL5HK5WHR0tP3QT9PMmzev6+jRoybPuwZvM5TpQRAEQZC33PLc5bblj8tpL9pOq9WCTCnD00g0DQ6He+62LhYusgOzD4hHW9/f348Ti8VkNputAAA4cOCASXBwcPfWrVtbVCoVSKVSfFNTE3HNmjWM/Pz8ag6Ho2htbSWMdCyxWEy+efNmTWVlJTkkJIQ9e/bssri4uLb9+/eb+fj4iEtLS8kKhQLn5eXVN9L+r8LMzExVWVlZlZaWZp6WlmZ57Nixxo0bN04ICgqSnDhxQtTW1kbw8PDgRkRESKysrFRXr16tpdFo2rKyMvLixYsdy8vLqwAASktL9e/evVvB4XAUqampFm5ubrIXlT1nzpzOw4cPG3t4eMhcXV1lZDJ5xOzLyZMnjUJCQrqGLouNjXWkUCgaAIDAwEBJRkbGw9WrV7fOnDmT5e7u3hscHNy9evXqdjMzM/V7773XFhYWxsrNzTUOCAiQrFixot3V1VV+9epV2g8//GBaXFxcpdVqQSAQcIODg6W+vr6D7bpw4cKOY8eOGS9cuLC7v78fd/36dcPvv/++cefOnWZGRkbq8vLyqr6+PpynpycnPDxcMrwtfu91qauroxQWFtZ0dXURuFyuywcffPAEAEAkElEyMjJE06dP750/fz5j27Zt5ps3b24FAKBQKJri4uKa5uZmYnh4uFNBQUGtoaGh5qOPPhr/xRdfWKamprYsWbLEKSsrqz4wMFDW0dGBNzAw0KSmploCANTW1lbevXuXMnPmTGZ9fX05AEBlZSWtpKSkkkqlapydnV1SUlJaSSQSpKWlWRUXF1eZmJiofXx82C4uLk9d72XLlnXu2bPHYvv27eLhGTmRSET67LPPrIuLi6vMzc1V/v7+rMOHD4+LiYnp6uvrw0+ePLln165dj1auXGmza9cu87///e/N8fHxtsnJya1/+ctfeu7fv6/3l7/8hfnrr79WfPjhh1aTJ0/u2b59e/PRo0eNjhw5MvjKpKenZ19paan+770G/+lQ0IMgCIIgCAAAyJQyfF1nHdXZ2LlPX09f8zrHamlpIdLp9MHBPN7e3r3x8fEMpVKJnzdvXqePj0/fuXPn6EKhUKq7Gba0tFSPdKyoqKgOAoEArq6ucltbW/m9e/cocXFxndu2bZsgl8sf7t271yw6OvqNfIg1Ojq6EwBAKBTKTp8+bQwAkJ+fb/jTTz+NS09PHw8AIJfLcXV1dXr29vbKv/71r/aVlZVUPB4PjY2NZN1x3Nzceke7yY+JibG7efOmAYlE0uqCJACA2NjYjqioKKfq6mpqdHR0x7Vr1wyG7vfxxx/bfPLJJzYdHR3EK1euVA1dN9Lrbe+//3777NmzJTk5OYZnzpwZ991335lXVlZW+vj49DU0NJTl5OQYXrx40dDHx4d75cqV6vz8fIOZM2d2GRoaagAAZs2a1Xn58mX60KBn3rx53evXr7fr6+vDnTx50kgoFEoNDAy0ly5dMqyurqbp2kwqlRIqKyspenp62ue1xcuaPn16F5VK1VKpVJWJiYny4cOHRACA8ePHK6ZPn977W7u2p6enWwBA62/t2QkAkJ+fr19fX08RCoUcAAClUokTCAQ9paWlFAsLC2VgYKAMAMDExEQDAFBYWGjwt7/97TEAgLu7e7+VlZWirKyMAgDg5+cnMTU1VQMAODs799fX15MfP35M9Pb2llpZWakAAObOndtRW1v70mN1rl27pj90/4ULF3ZcuXLFICYmpotEImkXLVrUDQAgEAh6L126ZAgAcP36dcP79+8PZjZ7enoInZ2d+Bs3btBPnTpVBwCwaNGi7vj4+MG/KSKRCCQSSdvZ2Yk3NjZ+rb/v/0Qo6EEQBEGQt9zzMjJDabQauPHwBtXbxrsPj3u9N+D19fU1CoVi8CChoaE9BQUFNSdPnjSKi4tzWLt2bauxsbHqRRklAIDh2+BwOKDT6Rp/f3/JDz/8MO706dMmxcXFla9V4d9QKBQtAACRSNSqVCocwEAGLDs7u47P58uHbpucnGxlYWGhPHnyZINGowEqlSrQraPRaIM3la6urn25ubnGut+HDx9+0NzcTPTw8OAOPZ6dnZ2KRCJpCwoKDA8cOPBgeNCTmpr6MDY2tvPLL7+0iIuLc6ioqHgq8BkJg8FQJiYmticmJrYzmUze7du3qf7+/jIjIyPNO++80/XOO+90xcbGQm5urhGBQHjhuB4ajab19vaWnjp1yvDYsWPGixcv7vitjXA7dux4EBUVJRm6fV5eHn1oWzwPgUDQajQDm/b19T3VAYdmvQgEAuiuzUh9Q4dOp2t+qxv4+flJdOOpdIqKiqg4HO6Zcx76SthwQ8c+EQgErVKpHLEer+J55RGJRC0ej9f9G4b2ydu3b1cZGBg8s7Nu+5EolUocjUYb8/Fbf0ZoTA+CIAiCIAAAgMfhwcfW57UDHgAAc3NztVqtxslkMhzAwMB9a2tr5bp169qWLl3adufOHVpQUFBvUVERvbq6Wg8AYLTX206dOmWsVquhoqKCLBaLyXw+vx8AYOXKlW0bNmyw5fP5vbos0eXLl2mRkZGM1z6BIYKCgiQ7duyw1N2QX79+nQoA0N3dTZgwYYKSQCDAN998Y6pWj5iogvDwcKlcLsdt3brVXLesp6dnxEb+/PPPH33xxRcPRxt4TyAQ4OOPP36s0WhwJ0+eNHxevbOzsw3lcjkOAODBgwfErq4ugr29veLChQv6T548IQAMvIZYW1tLYTAYiqlTp/acPXt2nFQqxUskEvzZs2eNg4KCpMOPu2jRoo7vvvvO7NatW/S5c+dKAACmTZvWvWfPHnNdeaWlpWSJRDLiOU6ePJnV0NDwzJgkGxsbxfXr12kAAMePHzd+ds9nNTc36126dEkfAOCHH34w8fHx6Rm+zZQpU3pv375tUF5eTgYYmL2utLSUzOfz+1tbW/WuXLlCAwDo7OzEK5VK8PPz68nMzDTRnUdzc7Oem5tb/2h1CAgI6L1x4wa9paWFIJfLcf/6179GrLuBgYG6u7v7mT4eEBDQW1RURG9ubiaqVCo4ceKEyZQpU545j6H8/PwkW7duHRxzpRvf5u3tLT1w4IApAMDx48cNJRLJYHktLS0EY2Nj1WivTb7tUKYHQRAEQZAxERAQ0H3hwgWDOXPmSH/66Sd6enr6eCKRqKXRaOqsrKwGKysrVXp6uigyMtJZo9GAqampsrCw8P7w4zg7O8uFQiG7vb2dtHPnzkbdk2p/f3+Zvr6+etmyZYOvtolEIrJuUP5wDQ0NZEtLSzfd76+++uqlMmBpaWlN7733nh2Hw8G0Wi3OxsZGfvny5brExMTHUVFRTjk5OcZ+fn5SKpU6YkYDj8fDmTNn6levXm2bnp4+3sTEREWj0dSfffbZw+HbTps2rfdF9cHj8bBhw4am7du3j9dlVoaO6TExMVEVFhbWnj9/3jAlJcWOTCZrAAA+//zzh3Z2dqrTp08brVmzxh4AQKPR4EJCQrrfeeedTjweD9HR0e2TJk3iAgDExMQ8Gfpqm05kZKRk5cqVDiEhIV26zFhSUlKbSCQiu7q6crVaLc7ExER59uzZ+uH7qtVqaGxsJJubmz8zj/mmTZuaVq5cydi6datSIBC8sB0AABwdHfsPHDhgumrVKnsHBwd5SkrKk+HbWFlZqTIyMkSLFi1yVCgUOACATz/99JGbm5s8Kyurfu3atXb9/f14CoWiKSgoqF2/fv3jmJgYexaLhREIBMjIyBCN1qcAAOzt7ZUbNmxo8vb25pqbmyvd3NxkarX6mdRPbGxs29/+9jf7Dz74QHP79u2qoftv2rTpUWBgIEur1eKCg4O7dTPujeaf//yn+N1337VjsViYWq3GeXl5SX18fB6kpaU1RUVFOWIYxp08eXLPhAkTBl8rPHfunOFok2P8N8A9L6WGIAiCIMh/ppKSEhGfz38j41x+r+vXr1O3bds2Picnp+HFW48sKiqKERYW1r1s2bLO4etEIhFpypQp7Pr6+nICYeCBdnx8vM3y5cvb38SkBsibd+vWLUpGRobZ/v37nwn4XlVNTY1eWFgY8/79+xVvom5vu+nTpztt27bt4fDXNN8mJSUlZnw+nzHSOpTpQRAEQRBkTPj6+vbdunVLMhbfSdm9e7dpamqq9ZYtW8S6gAcAICMj47VvppGx4+np2e/p6Ymu0R+sv78fFxER0fU2BzwvgjI9CIIgCPIW+jNkehAEQf5Iz8v0oIkMEARBEARBEAR5q6GgB0EQBEEQBEGQtxoKehAEQRAEQRAEeauhoAdBEARBEARBkLcaCnoQBEEQBBkTPT09OE9PT7ZK9cwnWZ4rKyvLaOPGjePfZF1qamr0mEwmb/jyxMREq5ycHPqbLGskNBrN/UX1SU5Ottq0aZMlAMD//d//6bu5uXE4HA7m6OjIS05Otnre8dPT001jY2Pt3nzN305CoZBdUFBAAwAIDAx0bmtrI7S1tRHS0tIGPyArEolIM2bMcBzLeuTl5dGDgoKcAQCOHDlilJSU9NzrjPx+KOhBEARBEGRM7Nq1yywiIqLzVaerXrJkSfeWLVtaxqhaT9m5c2fTnDlzpGN1/FcN+HT++te/OmRkZDRWV1dX1tbWVixZsqTjDVdtREql8o8o5im/t43elCtXrtSZmZmp29vbCd9++62FbjmDwVCeP3/+1z+qHgsXLuw+f/78OKlUiu7PxwBqVARBEARBxsTx48dNFyxY0AUA0NjYSPLw8GBzOByMyWTyzp8/bwAAkJ2dbYhhGJfNZmOTJ09mATydtYiKimJER0fbCQQCNoPBcDly5IgRAIBAIGAXFhZSdWVNmjSJU1RURH2mEi8QFRXFOHjwoDEAgLW1tWtSUpIVhmFcFouF3b17lwIAIJFI8PPnz2e4uLhwuVwulpmZOQ5gIFsjEAjYGIZxMQzjXrx4UR9g4Om9l5cXKzw83IHNZj+TXXoZHR0dRDs7OyUAAJFIBIFA0A8A0NraSggJCXFisVgYn89/5pzb29sJ1tbWrmq1GgAApFIpfvz48W5yuRxXUVFB9vf3Z/J4PK5AIGDrzi8qKorx7rvv2nh5ebFWrVplM1qdhmYlAABiY2Pt0tPTTZ/XdsnJyVZz5sxx8Pb2Ztnb27vs2LHDbKQ2UqlUEB8fb+Pi4sJlsVjYtm3bzHTlfPzxx5YsFgtjs9nYqlWrrAEACgsLqXw+n8NisbBp06Y5PXnyhAAwkMFJSEiwdnV15TIYDBddP+vp6cGFhYU5slgsbNasWY79/f043fGtra1dm5ubievWrbMRi8VkDoeDxcfH2wzNxslkMty8efMYLBYL43K52JkzZ+gAA311+vTpTv7+/kx7e3uXlStXDrbfqVOnDCdOnMjBMIwbGhrq2N3djQcY6PMODg48gUDAzs7OHqfbHo/Hg4+Pj/TYsWNGL9tPkJeHPk6KIAiCIG+55bnLbcsfl9NetJ1WqwWZUoankWgaHA733G1dLFxkB2YfEI+2vr+/HycWi8lsNlsBAHDgwAGT4ODg7q1bt7aoVCqQSqX4pqYm4po1axj5+fnVHA5H0draShjpWGKxmHzz5s2ayspKckhICHv27NllcXFxbfv37zfz8fERl5aWkhUKBc7Ly6vvRef4ImZmZqrKysqqtLQ087S0NMtjx441bty4cUJQUJDkxIkTora2NoKHhwc3IiJCYmVlpbp69WotjUbTlpWVkRcvXuxYXl5eBQBQWlqqf/fu3QoOh6P4PfV47733WrlcrouXl5d0+vTp3atXr26n0Wja9evXW/H5fNmlS5fqT58+TX/nnXccqqurK3X7mZqaqjkcjuzs2bP08PBw6dGjR40CAwO7yWSy9t1337X/5z//2ejq6ir/+eef9RMSEuxu3LhRCwBQX19PuX79eu3rfER2pLYDAKiqqqIWFxdXSaVSgru7OxYVFdU9vI22b99uZmRkpC4vL6/q6+vDeXp6csLDwyWlpaWUH3/80bi4uLiaTqdrdH0kLi7O4euvv34wa9asnsTERKsNGzZYHTgw0B9VKhWurKys6tixY0abN2+2mjFjRu327dstqFSqpra2trKoqIjq6+uLDa//jh07HoaFhVF17VlTU6OnW7d161YLAIDa2trKu3fvUmbOnMmsr68vBwCorKyklZSUVFKpVI2zs7NLSkpKq76+vnbLli0TCgoKag0NDTUfffTR+C+++MJy8+bNLWvWrGFcvHixhsfjycPCwp56fc7Dw6P36tWrBu+++27n774QyIhQpgdBEARBEAAAkCll+LrOOqpMKXvt+4OWlhYinU4ffG/J29u798iRI2bJyclWN2/epBobG2vy8/P1hUKhVBcYWFpaqkc6VlRUVAeBQABXV1e5ra2t/N69e5S4uLjOS5cuGcnlctzevXvNoqOj38iHWKOjozsBAIRCoUwsFpMBAPLz8w2//vrrCRwOB/Pz82PL5XJcXV2dnkKhwEVHRzNYLBY2f/58p/r6eoruOG5ubr3PC3hGCyp1y7dv3978yy+/VIWEhEiOHz9uOmXKFBYAwM2bN+l//etf2wEAIiIipF1dXcT29vangsX58+d3HjlyxBgA4Pjx4yaLFi3q7O7uxt+9e9dg/vz5ThwOB1u1apX948ePSbp95s6d+8qvIQ43UtsBAISGhnYZGBhoJ0yYoJo8ebLk6tWr+gBPt9GlS5cMjx8/bsrhcDB3d3duZ2cnsbKyknLx4kXDpUuXttHpdA3AQB9pb28nSKVSwqxZs3oAAFasWNF+48YNg6HnDwDg4+PT+/DhQz0AgGvXrhnExMS0AwB4eXn1sVgs2aucW2FhoUFsbGw7AIC7u3u/lZWVoqysjAIA4OfnJzE1NVXTaDSts7Nzf319PTk/P1+/vr6eIhQKORwOBzt69KjpgwcP9O7du0exsbGRu7q6yvF4PCxZsqR9aDnjx49XtbS06I1UB+T1oEwPgiAIgrzlnpeRGUqj1cCNhzeo3jbefXjc68U9+vr6GoVCMXiQ0NDQnoKCgpqTJ08axcXFOaxdu7bV2NhY9aKMEsCzAQIOhwM6na7x9/eX/PDDD+NOnz5tUlxcXDnK7q+EQqFoAQCIRKJWpVLhAAYyYNnZ2XV8Pl8+dNvk5GQrCwsL5cmTJxs0Gg1QqVSBbh2NRtM8rxxLS0tVd3f3U8FKR0cHwcHBYbAMHo8n5/F4T5KTk5+YmppObGlpIWi12meOhcPhnlq4ePHirs2bN1u3trYSysvLaeHh4RKJRIKn0+mqoVmhoQwMDJ5bXwAAEomk1Wj+32ZyufypCzNS2/1Wv+H1BYCn20ir1eJ27NjxICoqSjJ027Nnzxq+TB8ZpR6gVqtHrcerGKnddfT09AZXEggErVKpxGm1WvDz85OcOXOmYei2hYWF1OfVo6+vD0ehUF54LZBXhzI9CIIgCIIAAAAehwcfW5/XDngAAMzNzdVqtRonk8lwAAC1tbV61tbWynXr1rUtXbq07c6dO7SgoKDeoqIienV1tR7AwHiVkY516tQpY7VaDRUVFWSxWEzm8/n9AAArV65s27Bhgy2fz+/VZYkuX75Mi4yMZLz2CQwRFBQk2bFjh6Xuhv/69etUAIDu7m7ChAkTlAQCAb755htT3Tial2FkZKSxsLBQ5ubm0gEGzj0/P99o6tSpPQAAR48eNdKVV1ZWRiEQCFozMzO1t7e39ODBg6YAA+NijI2NVSYmJprhx+bz+b3x8fF2wcHB3UQiEUxMTDQ2NjaKAwcOGAMAaDQa+OWXX0YcAzVaGzo5Ocnr6uqofX19uPb2dsK1a9cMX+Zcz507N04mk+FaWloIN27coPv5+fUO32batGnde/bsMdcFUqWlpWSJRIKfMWOG5PDhw2a6wf2tra0EU1NTtaGhoVo3Xufbb781nTx5cs/z6uDn59eTmZlpAgBw69YtSm1t7TOvexoZGal7e3tH7PxD9y8tLSU3Nzfrubm59Y9W3pQpU3pv375tUF5eTgYYGFtVWlpKnjhxYv/Dhw/1KioqyAAAR48eNRm6X01NDYXH4732a5rIs1CmB0EQBEGQMREQENB94cIFgzlz5kh/+uknenp6+ngikail0WjqrKysBisrK1V6erooMjLSWaPRgKmpqbKwsPD+8OM4OzvLhUIhu729nbRz585GGo2mBQDw9/eX6evrq5ctWzb4aptIJCJTqdQRH8s3NDSQLS0t3XS/v/rqq5fKgKWlpTW99957dhwOB9NqtTgbGxv55cuX6xITEx9HRUU55eTkGPv5+UmpVOqoT+j7+/vxQ8tOSEho/f777xtWrVplt2HDBlsAgA0bNjTxeDw5AEBmZqbphx9+aEuhUDREIlG7f//+BiKRCFu3bm3SvVJHpVI13333XcNI5S1YsKBz+fLljnl5eTW6ZUeOHPl1xYoV9lu3bp2gUqlwkZGRHZMnT37mBnu0NnR2dlaGh4d3crlcnoODQz+Px3upV8Tc3d17g4ODmU1NTXopKSnNDAZDWV5eThm6TVJSUptIJCK7urpytVotzsTERHn27Nn6efPmSe7cuUObOHEil0QiaUNCQrp379796ODBgw0JCQn2a9euxdvZ2cmPHDkiel4dUlJSHi9atMiBxWJhPB5P5urq+kzgNX78eLVAIOhhMpm8qVOndicnJz/WrVu/fv3jmJgYexaLhREIBMjIyBCN1s8AAKysrFQZGRmiRYsWOSoUChwAwKeffvrIzc1NvmvXrsawsDBnExMTlZeXV09VVdVg8FlQUEDfunXro5dpV+TV4J6XrkMQBEEQ5D9TSUmJiM/nv5FxLr/X9evXqdu2bRufk5Mz4o35y4iKimKEhYV1L1u27JmB3SKRiDRlyhR2fX19OYEwkCSKj4+3Wb58efubmNTgv9WbbMPk5GQrAwMD9ebNm1vfRN3eZmKxmLhgwQLHX375pfbfXZf/VCUlJWZ8Pp8x0jqU6UEQBEEQZEz4+vr23bp1S6JSqeB1B8kPt3v3btPU1FTrLVu2iHUBDwBARkbGwzda0H8h1Ib/Hr/++qvejh07Xir7iLw6lOlBEARBkLfQnyHTgyAI8kd6XqYHTWSAIAiCIAiCIMhbDQU9CIIgCIIgCIK81VDQgyAIgiAIgiDIWw0FPQiCIAiCIAiCvNVQ0IMgCIIgyJjo6enBeXp6slUq1Svtl5WVZbRx48bxb7IuNTU1ekwmkzd8eWJiolVOTg79TZY1EgKBIOBwOBiTyeSFhoY66j62+eDBA2JYWJijra2ti5OTEy8wMNC5tLSUDABQVlZGDgoKcra1tXXh8XhcLy8v1rlz5wwABqY3DgoKcmaz2Zhuv+eVP9r5v2nW1tauzc3NRAAAGo3m/qI6JCcnW23atMkSYGB6cmtra1cOh4NhGMa9dOmS/ljX90XS09NNY2Nj7QAA/v73v5vv3r3bVLdcJBKRdNstXLjQvri4mDLacd6EmzdvUqOiohhjWcbbDE1ZjSAIgiDImNi1a5dZRERE56tOV71kyZJuAOgem1o9befOnU1jeXzddN1kMllTXV1dCQAQERHhsGPHDvNNmza1RkREOEdHR7fn5eX9CgBQWFhIbWpqIjk7OyvCw8OZX375pfi39oBbt25RfvnlF/3Q0NCeDRs2WE+dOlXyySefPAYAKCoqoo5eizdHqVQCiUR68Ya/U2pq6sNly5Z1njp1ynDVqlX2tbW1lUPXj8X05y9r/fr1T3T/zszMNJs4cWIf/ZlVGQAALLFJREFUg8FQAgAcO3ascSzLViqVIBQK+5qbm/Xu37+vx2QyFWNZ3tsIZXoQBEEQBBkTx48fN12wYEEXAEBjYyPJw8ODrct2nD9/3gAAIDs72xDDMC6bzcYmT57MAnj66XpUVBQjOjraTiAQsBkMhsuRI0eMAAAEAgG7sLBw8EZ/0qRJnN9z4x8VFcU4ePCgMcBAliIpKckKwzAui8XC7t69SwEAkEgk+Pnz5zNcXFy4XC4Xy8zMHAcwkLkQCARsDMO4GIZxL168qA8AkJeXR/fy8mKFh4c7sNnsZ7Irfn5+PXV1deS8vDw6kUjUDr2Z9vHx6ZsxY0ZPRkaG6aRJk3p0AQ8AgKenZ//atWvbAQBaWlpItra2gze+ug+JajQaiI+Pt2EymTwWi4Xt27fPeHj5bm5unNu3bw9mJYRCIfvq1au00c4zPT3dNDQ01HHq1KnO/v7+rFdt499jxowZUrFYTAYYuC4pKSkTBAIB+8CBA8anTp0ynDhxIgfDMG5oaKhjd3c3HgDgypUrNHd3dw6bzcZcXV25nZ2deJlMhps3bx6DxWJhXC4XO3PmDF13TtOnT3fy9/dn2tvbu6xcudJGV/Y//vEPUwaD4eLp6ckuLCw00C3XZaUOHjxoXF5eTouNjXXkcDhYT08PTigUsgsKCmgAABkZGSYsFgtjMpm8hIQEa93+NBrN/W9/+5s1m83G+Hw+RywWEwEAmpqaiH/5y1+cXFxcuC4uLtwLFy7o68pbvHixva+vL3Pu3LkOAAChoaFd33///TPXFHkxlOlBEARBkLfc8tzltuWPy2kv2k6r1YJMKcPTSDQNDod77rYuFi6yA7MPjPohxf7+fpxYLCaz2WwFAMCBAwdMgoODu7du3dqiUqlAKpXim5qaiGvWrGHk5+dXczgcRWtrK2GkY4nFYvLNmzdrKisrySEhIezZs2eXxcXFte3fv9/Mx8dHXFpaSlYoFDjdjf/rMDMzU1VWVlalpaWZp6WlWR47dqxx48aNE4KCgiQnTpwQtbW1ETw8PLgRERESKysr1dWrV2tpNJq2rKyMvHjxYsfy8vIqAIDS0lL9u3fvVnA4nKeeyCuVSvjpp58Mp0+fLiktLaXy+XzZSPWoqKiguLu7j7gOAGD16tWP4+LiHPfs2SObMmWKJCEhoZ3BYCgPHTo0rqysjFpVVVXR3NxMFAqF3OnTp/cM3TcqKqojKyvLxMPDo6mxsZH0+PFjkr+/v2zNmjXWI50nAMCdO3cMSktLKywtLdWv28Yv4+jRo+OYTObg9aRQKJri4uKa5uZmYnh4uFNBQUGtoaGh5qOPPhr/xRdfWKamprYsWbLEKSsrqz4wMFDW0dGBNzAw0KSmploCANTW1lbevXuXMnPmTGZ9fX05AEBlZSWtpKSkkkqlapydnV1SUlJaSSQSpKWlWRUXF1eZmJiofXx82C4uLk9dh2XLlnXu2bPHYvv27eKAgICn1olEItJnn31mXVxcXGVubq7y9/dnHT58eFxMTExXX18ffvLkyT27du16tHLlSptdu3aZ//3vf2+Oj4+3TU5Obv3LX/7Sc//+fb2//OUvzF9//bUCAKC0tJRWVFRUbWBgoAUA8PLy6k1LS5sAAK1jfAneOijTgyAIgiAIAADIlDJ8XWcdVaaUvfb9QUtLC5FOpw8O5vH29u49cuSIWXJystXNmzepxsbGmvz8fH2hUCjVBQaj3VBHRUV1EAgEcHV1ldva2srv3btHiYuL67x06ZKRXC7H7d271yw6OvqNfIg1Ojq6EwBAKBTKdJmG/Px8w6+//noCh8PB/Pz82HK5HFdXV6enUChw0dHRDBaLhc2fP9+pvr5+MHvi5ubWOzTgkcvleA6Hg7m6umI2NjaK999//5XqO23aNCcmk8mbPn26029tIqmrqytbtmxZW01NDVUgEGBNTU3Eq1ev0hcsWNBBJBLB1tZW5eXl1XPt2rWnAt7Y2NjO06dPGwMAHDp0yDg8PLzzeecJAODv7y953YBntEB66PKPP/7YhsPhYPv37zf79ttvRUPr/Fsd9evr6ylCoZDD4XCwo0ePmj548ECvtLSUYmFhoQwMDJQBAJiYmGhIJBIUFhYaxMbGtgMAuLu791tZWSnKysooAAB+fn4SU1NTNY1G0zo7O/fX19eTCwoK9L29vaVWVlYqCoWinTt3bsernOO1a9cG9yeRSLBw4cKOK1euGAAAkEgk7aJFi7oBAAQCQW9jY6MeAMD169cN33//fTsOh4OFh4c79/T0EDo7O/EAADNmzOjSBTwAABMmTFC1traO3fuFbzGU6UEQBEGQt9zzMjJDabQauPHwBtXbxrsPj3u9uEdfX1+jUCgGDxIaGtpTUFBQc/LkSaO4uDiHtWvXthobG6telFECePZmGYfDAZ1O1/j7+0t++OGHcadPnzYpLi6uHGX3V0KhULQAAEQiUatSqXAAAxmw7OzsOj6fLx+6bXJyspWFhYXy5MmTDRqNBqhUqkC3jkajaYZuO3RMj46rq2tfTk7OiK8q8Xi8/qtXrw6+WnXx4sX6goICWkpKiq1umaWlpXrlypUdK1eu7AgKCnK+cOGCgVarHelwT3FwcFCOGzdOVVRURD116pRJRkZG4/PO89q1a/rDz+f3sLS0VHV3dz+Vzevo6CA4ODgMlqcb0zN8XzqdrtHV0c/PT3LmzJmGoeuLioqoOBzumZN/Xnvo6ekNriQQCFqlUokDGD04exnPK49IJGrxeLzu3zC0f92+fbtqaHCjo6+v/1S79/X14SkUymtfi/9GKNODIAiCIAgAAOBxePCx9XntgAcAwNzcXK1Wq3EymQwHAFBbW6tnbW2tXLduXdvSpUvb7ty5QwsKCuotKiqiV1dX6wEAjPZ626lTp4zVajVUVFSQxWIxmc/n9wMArFy5sm3Dhg22fD6/V5eFuHz5Mi0yMpLx2icwRFBQkGTHjh2WGs3Aveb169epAADd3d2ECRMmKAkEAnzzzTemavWrJULCw8OlCoUCt2PHDjPdsitXrtB+/PFHgxUrVrTfvn3bICsry0i3rre3d/DCnD59mq6bAa6zsxPf2NhIdnBwUAQGBkqzs7NNVCoVNDU1EW/evGng7+/fO7zsefPmdWzZsmW8VColCIXCvued50gcHBxeeSY4IyMjjYWFhTI3N5cOMHC98/PzjaZOndrzon11pkyZ0nv79m2D8vJyMgCAVCrFl5aWkvl8fn9ra6velStXaAADbaJUKsHPz68nMzPTBACgtLSU3NzcrOfm5tY/2vEDAgJ6b9y4QW9paSHI5XLcv/71rxGDUgMDA/XwAE63f1FREb25uZmoUqngxIkTJlOmTHnu+fn5+Um2bt1qofs9dKzacJWVlWQ2m/3ar3H+N0KZHgRBEARBxkRAQED3hQsXDObMmSP96aef6Onp6eOJRKKWRqOps7KyGqysrFTp6emiyMhIZ41GA6ampsrCwsL7w4/j7OwsFwqF7Pb2dtLOnTsbaTSaFgDA399fpq+vr162bNngq2IikYhMpVJHfNze0NBAtrS0dNP9/uqrr14qA5aWltb03nvv2XE4HEyr1eJsbGzkly9frktMTHwcFRXllJOTY+zn5yelUqmv9AQej8fD6dOn61etWmW7c+fO8WQyWWtjYyPftWuX2MDAQJubm1uXmJhos2HDBjszMzOlvr6+euPGjU0AALdu3aIlJSXZEQgErVarxcXExLQFBgbK/P39ZYWFhQZcLpeHw+G0n3/++UM7OztVTU2N3tCyly5d2vnJJ5/Yvf/++4Oz1412nsPr3dzcTNRqtS9Mh/T39+OHtndCQkLr999/37Bq1Sq7DRs22AIAbNiwoYnH48lHP8rTrKysVBkZGaJFixY5KhQKHADAp59++sjNzU2elZVVv3btWrv+/n48hULRFBQU1K5fv/5xTEyMPYvFwggEAmRkZIhG6x8AAPb29soNGzY0eXt7c83NzZVubm4ytVr9zLnGxsa2/e1vf7P/4IMPNLdv364auv+mTZseBQYGsrRaLS44OLh76dKlXc87p3/+85/id999147FYmFqtRrn5eUl9fHxeTDStj///LNhWFjYHzKz4dsG9zJpUARBEARB/rOUlJSI+Hz+Gxnn8ntdv36dum3btvE5OTkNL956ZFFRUYywsLDukV55EolEpClTprDr6+vLCYSBh+7x8fE2y5cvb38TkxogIzty5IhRfX09+eOPP378767Lf5O+vj6ct7c3+/bt29VjOW34f7KSkhIzPp/PGGkdyvQgCIIgCDImfH19+27duiUZi2+r7N692zQ1NdV6y5YtYl3AAwCQkZHx8I0WhDxj8eLFKNPwb1BXV6f35ZdfPkIBz++DMj0IgiAI8hb6M2R6EARB/kjPy/SgiQwQBEEQBEEQBHmroaAHQRAEQRAEQZC3Ggp6EARBEARBEAR5q6GgB0EQBEEQBEGQtxoKehAEQRAEGRM9PT04T09PtkqleqX9srKyjDZu3Dj+TdalpqZGj8lkPvNBzcTERKucnBz6myxrJAQCQcDhcDAmk8kLDQ111H1Y9MGDB8SwsDBHW1tbFycnJ15gYKBzaWkpGQCgrKyMHBQU5Gxra+vC4/G4Xl5erHPnzhkAAIjFYmJQUJAzm83GdPs9r/zRzv9Ns7a2dm1ubn5jU/UlJydbbdq0yXL4cpFIRJoxY4YjAEBeXh6dTqdP5HK5mKOjI2/dunUT3lT5r4NGo7kDPF3XwsJC6rFjxwY/ODsWfX0kPj4+rCdPnoz48d//FijoQRAEQRBkTOzatcssIiKi81Wnq16yZEn3li1bWsaoWk/ZuXNn05w5c6RjdXxdwEcmkzXV1dWV9+/fryCRSNodO3aYazQaiIiIcA4ICJCKxeLy+vr6iq+++upRU1MTSSaT4cLDw5nvvvvuE7FYXF5RUVG1e/fuB/fv3ycDAGzYsMF66tSpkpqamsr6+vqKv//974/G6hyGUiqVf0QxL8RgMJTnz5//Vffbw8Ojp6qqqvLevXtV2dnZplevXqUN3f7fWe+hdb19+zbtxx9/HAx6xrqvazQaUKvVsHjx4vbt27ebj1U5/wlQ0IMgCIIgyJg4fvy46YIFC7oAABobG0keHh5sXbbj/PnzBgAA2dnZhhiGcdlsNjZ58mQWAEB6erppbGysHcDAx0mjo6PtBAIBm8FguBw5csQIAEAgELALCwupurImTZrEKSoqoj5TiReIiopiHDx40BhgIEuRlJRkhWEYl8ViYXfv3qUAAEgkEvz8+fMZLi4uXC6Xi2VmZo4DGMieCAQCNoZhXAzDuBcvXtQHGMg8eHl5scLDwx3YbPYz2RU/P7+euro6cl5eHp1IJGrXr1//RLfOx8enb8aMGT0ZGRmmkyZN6lmyZMngN3E8PT37165d2w4A0NLSQrK1tVXo1uk+xqrRaCA+Pt6GyWTyWCwWtm/fPuPh5bu5uXFu375N0f0WCoXsq1ev0kY7z/T0dNPQ0FDHqVOnOvv7+7Netm1DQkKceDwe19nZmbd9+3Yz3fKRrnlrayshJCTEicViYXw+/6lrWVpaSvP29mbZ29u77Nixw0zX9iNlrgwNDTWurq6ympoacnJystXixYvtfX19mXPnznVoamoi/uUv/3979x7U1JU/APybFyEvMDxEAqE888aAoQGRCIhSaQtKKa5SbMFqRWuL0lZ3Xdu1HUelHbeOuljE0Q4tZbpVV1mt9dEVBV1BBOUZECqYGt7vECTk8fuDhkEM+O5vl/1+Zhzl3pNz7rn34Nzv/eac+5KXRCIRSiQS4dmzZxkAAL29vcTXX3/dncfjiXg8nujrr7+eBgCQmZlpx+PxRD4+PuI1a9a4mNug0+n+7733ngufzxdJpVKBSqUiAwAolUorPz8/gUQiEaampnLM5c3Heu/ePcKOHTs4//znP9kCgUCUlZXFHjvW6+rqrGbPns3j8Xii2bNn827dumUFMDJGk5KSuP7+/gJXV1df83gFAPj444+dJBKJkMfjiTZs2MAxt+fp6SlOTEx0E4vFooaGBqulS5f2HDt2zP5Rr91UhC8nRQghhKa4FSdWcCvbKukPK2cymUA7rCXSKXQjgUCYtKxkukR7aNEh1UT77927R1CpVFQ+n68DADh06JBdREREb3p6eoter4f+/n6iWq0mr1u3zj0/P18pEAh0ra2tFr9+o1KpqMXFxbXV1dXU+fPn8xctWlSRlJTUcfDgQYfg4GBVeXk5VafTEcw3/k/DwcFBX11dXbNz507HnTt3On3//fdNmzdvdg4PD+/74YcfGjs6OkgBAQHCmJiYPg6Hoy8oKKij0+mmiooK6rJlyzwrKytrAADKy8sZZWVlVQKBQDe2/uHhYThz5oxNZGRkX3l5OU0qlWotHUdVVZW1v7+/xX0AAO+++25bUlKS5/79+7VhYWF9a9as6XR3dx/Ozs6eVlFRQaupqalqbm4my+VyYWRkpGbsZ+Pi4rpycnLsAgIC1E1NTZS2tjaKQqHQrlu3zsVSPwEASktLmeXl5VVOTk6GRz2XOTk5jU5OTgaNRkPw9/cXJSYmdhuNRoKla75x40aOVCrVnj9/viEvL4/11ltveSiVymoAgJqaGtr169dr+vv7Sf7+/qK4uLgJX47a0tJCKisrY2zdulVdXV1NKy8vpxcVFSmZTKYpOjraIy0trfWll17S3Lp1y+qll17y+eWXX6r++Mc/OtvY2Bjq6uqqAQDa29tJjY2NlK1bt7pcv369xtHRUa9QKHjffPPNtOXLl/cMDg4SZ8+erdm7d+/dlJQU17179zp+/vnnzWvXrnVbuXJl+7p16zp37NjxQFbF2tra9Kc//UldUlLCyM7OvgMwElCa96ekpLglJCR0vvfee527d++2X7NmDff8+fMNAACtra2UkpIS5Y0bN6xjY2O9k5OTu48dO2ZTX19vXV5eXmMymWD+/Pnep0+fZnp6euoaGxuts7KyGr/99ts75vp1Oh2hpaWFNGPGjEe+hlMJZnoQQgghBAAA2mEtsb67nqYd1j71/UFLSwuZxWKNTuYJCgoayM3NdUhLS+MUFxfT2Gy2MT8/nyGXy/vNgcFEN9RxcXFdJBIJfH19h7hc7tCNGzesk5KSus+fP287NDRE+OqrrxwSEhKeyYtYExISugEA5HK5VqVSUQEA8vPzbb788ktngUAgCgkJ4Q8NDRHq6+utdDodISEhwZ3H44ni4+O9GhoaRrMnM2fOHBgb8AwNDREFAoHI19dX5OrqqktNTX2s412wYIGXj4+PODIy0uu3c9JXX19fkZyc3FFbW0uTyWQitVpNLigoYC1ZsqSLTCYDl8vVBwYGagoLC+8LeN98883uvLw8NgBAdnY2Ozo6unuyfgIAKBSKvscJeAAA0tPTnfh8vkgmkwlbWlooVVVV1hNd8+LiYtbbb7/dCQAQExPT39PTQ+7s7CQBAERFRfUwmUyTs7Ozfvbs2X0FBQWM8W2VlJQwhUKhKCIigpeamtoSEBBwDwBg4cKFPUwm0wQAcPnyZZvU1FQ3gUAgio6O9tZoNKTu7m7ipUuXbDZs2NBmrsvR0dFQWFjICAoK6udwOHoKhQJ/+MMfui5evMgEAKBQKKalS5f2AgDIZLKBpqYmK4CRwHDVqlVdAACrV6/ufJxzBQBQVlbGeOedd7oAANasWdN1/fp1pnlfTExMD4lEAplMdq+zs5MCAPDTTz/ZXLp0yUYkEol+y+hYK5VKawAAZ2dnXURExMDY+u3t7fV37tyxetzjmiow04MQQghNcZNlZMYymoxw9dertCDXoEEi4eniHgaDYdTpdKOVREVFaS5dulR79OhR26SkJI/333+/lc1m6x+WUQIAGF+GQCAAi8UyKhSKvu+++25aXl6e3fXr16uf6oB/Y21tbQIAIJPJJr1eTwAYyYAdOXKkXiqVDo0tm5aWxpk+ffrw0aNHbxuNRqDRaDLzPjqdbhxb1jynZ+w2X1/fwePHjz/w9TMAALFYfK+goGD0pvfcuXMNly5don/44Ydc8zYnJydDSkpKV0pKSld4eLj32bNnmSaT6aF99PDwGJ42bZq+qKiIduzYMbvMzMymyfpZWFjIGN+fhzl58iTr4sWLrJKSEiWLxTLK5XL+4OAg0WQyPXA9zW2PRyAQTL/9PX77A2UDAgI0Fy5cqB+/ncFgjB63yWSCkpKSGnMQNHb7+DonO49kMtlEJBLN/wbzOAEAIBKJD78AT8A8Lscem8lkgvXr1zd/9NFH9wXQtbW1Vpau19DQEOFxr+NUgpkehBBCCAEAAJFAhGBu8FMHPAAjT8sNBgNBq9USAEbmK7i4uAx/8MEHHYmJiR2lpaX08PDwgaKiIpZSqbQCGJnXYamuY8eOsQ0GA1RVVVFVKhVVKpXeAwBISUnp2LRpE1cqlQ6YMwYXLlygx8bGuj91B8YIDw/v27Vrl5PROHK/ePnyZRoAQG9vL8nZ2XmYRCJBRkaGvcHweN8aio6O7tfpdATzPBUAgIsXL9JPnTrFXLVqVWdJSQkzJydndNL7wMDA6IXJy8tjmVeA6+7uJjY1NVE9PDx0oaGh/UeOHLHT6/WgVqvJxcXFTIVCMQDjvP76613bt2+f0d/fT5LL5YOT9dMSDw+PSVeC6+npIdna2hpYLJaxrKzM+ubNm4zf2rB4zYOCgvoPHz5sDzASMLHZbL2dnZ0RAOD06dPTtFotoaWlhXT16lVWSEjIA/15FCEhIX3p6enTzT+b54SFhYX1/fWvfx3d3t7eTpo7d+5AUVERq7m5mazX6+GHH36wCwsL01iq12zWrFmarKwsOwCArKwsi/NnbGxsDBqNxuIvmL+//8DBgwfZACPziQICAiZtLyoqqu+bb75x6O3tJQIA3L59m3L37l2LCQ2j0Qjt7e0UPp8/ZGn//wIMehBCCCH0XMydO7f37NmzTACAM2fOsEQikVgoFIpOnDjB3rhxYyuHw9Hv2bOnMTY21pvP54tiY2M9LdXj7e09JJfL+a+88orP7t27m+h0ugkAQKFQaBkMhiE5OXn0SXdjYyOVRqNZfNp++/ZtqpOT00zzn0OHDlnMsoy3c+dOtV6vJ5gXYdiyZYsLAMD69evbcnNz7aVSqaCurs6aRqM91lN0IpEIeXl5DT///LMNl8uVeHt7i//yl79w3NzchplMpunEiRP1Bw4ccHR1dfX18/MTbNu2zXnz5s1qAIBr167R/fz8hDweTySXy4XLly/vCA0N1S5fvrxHLBYPCoVCcVhYGO/TTz/91c3N7YE1wxMTE7tPnTplt2jRoq6H9XO85uZmsslkspii0+v1BGtra2NcXFyvXq8n8Hg80ebNmzlSqXQAAGCia56enq4uLS2l83g80Z///GeXr7/++ra5Tn9//4GIiAifwMBA4Ycfftjs7u7+REuxHThwQFVaWsrg8XgiLy8v8b59+xwBAHbs2NHc09ND8vHxEfP5fNGPP/7IeuGFF4Y/+eSTu6GhoTyhUCieOXOmNjExsWey+jMyMu4cOHBgukQiEfb29loM4KOiovrr6upo5oUMxu7bv3//nW+++caBx+OJcnNz7TMyMibN0L722mt98fHxXS+++KKAx+OJYmNjvXp6eiy2W1hYSPf39x+gUCiTnqOpjPAoaVCEEEII/Xe5efNmo1QqfSbzXJ7U5cuXaV988cWM48eP3354acvi4uLcX3311d7k5OTu8fsaGxspYWFh/IaGhkoSaeReb/Xq1a4rVqzofBaLGiDLcnNzbRsaGqhbtmxpG7tdrVaT/fz8RG1tbeX/X8eGLEtOTuYuXry4Z9GiRc9tefb/BDdv3nSQSqXulvbhnB6EEEIIPRdz5swZvHbtWp9er4fHfVfPw+zbt89+27ZtLtu3b1eZAx4AgMzMzF+faUPoAcuWLXtg9bScnBzbLVu2uH7yySe/y/uC0OORSCSDUz3geRjM9CCEEEJT0H9CpgchhH5Pk2V6cE4PQgghhBBCaErDoAchhBBCCCE0pWHQgxBCCCGEEJrSMOhBCCGEEEIITWkY9CCEEELoudBoNIQXX3yRr9c/8JqYSeXk5Nhu3rx5xrM8ltraWisfH58HXqi5fv16zvHjx1nPsi1LSCSSzPz+m6ioKE/zi0Xv3LlDfvXVVz25XK7Ey8tLHBoa6l1eXk4FAKioqKCGh4d7c7lciVgsFgYGBvJOnz7NBABQqVTk8PBwbz6fLzJ/brL2J+o/siwtLY3zySefOAHcP0Y+++yz6eZrBwAQGhrq3dHRYfHdOM8KnU73BxhZElyhUPg8z7amMgx6EEIIIfRc7N271yEmJqb7cZerfuONN3q3b9/e8pwO6z67d+9WL168+Lkt5WsO+KhUqlGpVFbfunWrikKhmHbt2uVoNBohJibGe+7cuf0qlaqyoaGhaseOHXfVajVFq9USoqOjfVauXNmuUqkqq6qqavbt23fn1q1bVACATZs2ucybN6+vtra2uqGhoerzzz//XZaKHh5+oveCPrXHDZyfpbFjJDMz00mj0YzeP1+8eLHewcHB8HscB4fD0Ts5OQ2fPXuW8Xu0N9Vg0IMQQgih5+Lvf/+7/ZIlS3oAAJqamigBAQF8c7bjp59+YgIAHDlyxEYkEgn5fL5o9uzZPACAPXv22L/55ptuACMvJ01ISHCTyWR8d3d3SW5uri0AgEwm41+5coVmbmvWrFmCoqIi2gMH8RBxcXHuhw8fZgMAuLi4+G7YsIEjEomEPB5PVFZWZg0A0NfXR4yPj3eXSCRCoVAo+vbbb6cBjGRPZDIZXyQSCUUikfDcuXMMAICTJ0+yAgMDedHR0R58Pv+B7EpISIimvr6eevLkSRaZTDZt3Lix3bwvODh4cOHChZrMzEz7WbNmad54443Rd+K8+OKL995///1OAICWlhYKl8vVmfeZX8ZqNBph9erVrj4+PmIejyfKyspij29/5syZgpKSEmvzz3K5nF9QUECfqJ979uyxj4qK8pw3b563QqHgTXY+zVkJAIDDhw+z4+Li3M3nOSkpievv7y9wdXX1NZ/zkydPsgICAvgLFizw8vLyEickJLgZDIbRutavX8+ZOXOm4Oeff2ZmZGTY+fr6CgUCgSghIeEFcyBkaQy1traS5s+f78Xj8URSqXR0bKSlpXHi4+Pd5XI539XV1Xfbtm3Tzce7adOmGe7u7pLg4GCeObgcO0a2bds2va2tjRIaGsoLDAzkmcdMc3MzGQBg69atTj4+PmIfHx/xZ599Nt08Rjw9PcVLly59wdvbWzxnzhwfjUZDAACoqqqiKhQKH7FYLJTJZHzzeFMqlVZ+fn4CiUQiTE1N5Yw9v4sXL+7Jzs62n+waIMvw5aQIIYTQFLfixApuZVsl/WHlTCYTaIe1RDqFbiQQCJOWlUyXaA8tOqSaaP+9e/cIKpWKyufzdQAAhw4dsouIiOhNT09v0ev10N/fT1Sr1eR169a55+fnKwUCga61tdXi14RUKhW1uLi4trq6mjp//nz+okWLKpKSkjoOHjzoEBwcrCovL6fqdDqC+cb/aTg4OOirq6trdu7c6bhz506n77//vmnz5s3O4eHhfT/88ENjR0cHKSAgQBgTE9PH4XD0BQUFdXQ63VRRUUFdtmyZZ2VlZQ0AQHl5OaOsrKxKIBDoxtY/PDwMZ86csYmMjOwrLy+nSaVSraXjqKqqsvb397e4DwDg3XffbUtKSvLcv3+/NiwsrG/NmjWd7u7uw9nZ2dMqKipoNTU1Vc3NzWS5XC6MjIzUjP1sXFxcV05Ojl1AQIC6qamJ0tbWRlEoFNp169a5WOonAEBpaSmzvLy8ysnJ6YmzGq2trZSSkhLljRs3rGNjY72Tk5O7AQAqKioYZWVllTweTzd37lyf7OxsdnJycvfg4CBRIpEM7t69W11aWmqdnp4+o6SkREmlUk2JiYluX331lf1rr73Wa2kMbdy4kSOVSrXnz59vyMvLY7311lseSqWyGgCgvr7e+sqVK7U9PT0koVAo+eijj9qLi4tp//jHP+wqKiqqh4eHwc/PTzT+/G/ZsqVt//79ThcvXqxzdna+L/VUUFBA/+677+yvX79eYzKZQCaTCSMiIvodHBwMd+7csf72229/CQ4Obnr55Zc9s7Oz2WvXru1auXLlCwcOHGjy9fUd+te//sVYs2aN29WrV+vWrl3rtnLlyvZ169Z17tixw3FsO3PmzBn47LPP7guE0KPBTA9CCCGEAABAO6wl1nfX07TD2qe+P2hpaSGzWKzRG8OgoKCB3Nxch7S0NE5xcTGNzWYb8/PzGXK5vN8cGEx0Qx0XF9dFIpHA19d3iMvlDt24ccM6KSmp+/z587ZDQ0OEr776yiEhIeGZvIg1ISGhGwBALpdrVSoVFQAgPz/f5ssvv3QWCASikJAQ/tDQEKG+vt5Kp9MREhIS3Hk8nig+Pt6roaFhNHsyc+bMgbEBz9DQEFEgEIh8fX1Frq6uutTU1Mc63gULFnj5+PiIIyMjvX47J3319fUVycnJHbW1tTSZTCZSq9XkgoIC1pIlS7rIZDJwuVx9YGCgprCw8L6A98033+zOy8tjAwBkZ2ezo6OjuyfrJwCAQqHoe5qABwAgJiamh0QigUwmu9fZ2Ukxb/f19R0QiUQ6MpkMS5Ys6SooKGACAJBIJEhKSuoGAPjpp59YlZWVdKlUKhQIBKLCwkKbX375hTrRGCouLma9/fbbnb+129/T00Pu7OwkAQBERkb20Gg0k7Ozs97Ozm74119/JV+4cIH58ssv97BYLKOdnZ0xMjKy53H6lp+fz3z55Zd7bGxsjLa2tsZXXnml+8KFCywAABcXl6Hg4OBBAAB/f39tY2Mjtbe3l1hWVsaMj4/3EggEorVr177Q1tZGARgJMFetWtUFALB69erOse1wOBx9W1ub1ROc/v95mOlBCCGEprjJMjJjGU1GuPrrVVqQa9AgkfB0cQ+DwTDqdLrRSqKiojSXLl2qPXr0qG1SUpLH+++/38pms/UPyygBAIwvQyAQgMViGRUKRd933303LS8vz+769evVT3XAv7G2tjYBAJDJZJNerycAjGTAjhw5Ui+VSofGlk1LS+NMnz59+OjRo7eNRiPQaDSZeR+dTjeOLWue0zN2m6+v7+Dx48cf+PoZAIBYLL5nvvkHADh37lzDpUuX6B9++CHXvM3JycmQkpLSlZKS0hUeHu599uxZpslkemgfPTw8hqdNm6YvKiqiHTt2zC4zM7Npsn4WFhYyxvdnImOv1eDg4H0XznxuzW1Z+szYn62srIzm+WAmk4kQHx/f+be//e2+uUs5OTm2lsaQpfNAIBBMAABUKnV0J4lEAvN1fpSxOJHJzruVldXY9kyDg4NEg8EALBZLP35MmBGJRIsVarVaApVKfaRrge6HmR6EEEIIAQAAkUCEYG7wUwc8AACOjo4Gg8FA0Gq1BACAuro6KxcXl+EPPvigIzExsaO0tJQeHh4+UFRUxFIqlVYAI/MwLNV17NgxtsFggKqqKqpKpaJKpdJ7AAApKSkdmzZt4kql0gHzE/4LFy7QY2Nj3Z+6A2OEh4f37dq1y8loHLnXvHz5Mg0AoLe3l+Ts7DxMIpEgIyPD3jwX5VFFR0f363Q6wq5duxzM2y5evEg/deoUc9WqVZ0lJSXMnJwcW/O+gYGB0QuTl5fHMq8i1t3dTWxqaqJ6eHjoQkND+48cOWKn1+tBrVaTi4uLmQqFYmB826+//nrX9u3bZ/T395PkcvngZP20xMPDw+JKcPb29sOlpaXWBoMBTpw4YTGgG6+iooKhVCqtDAYDHDlyxE6hUDywsMTChQv7Tp48yb579y4ZYGSs1NXVWU00hoKCgvoPHz5sDzAyb4jNZuvt7OwmDBbmzZunOXXq1DSNRkPo7u4mnjt3bpqlcgwGw9Db2/vAL8i8efM0P/7447T+/n5iX18f8ccff2SHh4dPuECGnZ2d0dXVVXfo0CE2wMhcrH//+980AIBZs2ZpsrKy7AAAsrKy7pu/U1lZac3j8Z76a5z/izDTgxBCCKHnYu7cub1nz55lLl68uP/MmTOsPXv2zCCTySY6nW7Iycm5zeFw9Hv27GmMjY31NhqNYG9vP3zlypVb4+vx9vYeksvl/M7OTsru3bub6HS6CQBAoVBoGQyGITk5efSrYo2NjVQajWbxKfnt27epTk5OM80/79ix45EyYDt37lS/8847bgKBQGQymQiurq5DFy5cqF+/fn1bXFyc1/Hjx9khISH9NBrtsZ7AE4lEyMvLa1i7di139+7dM6hUqsnV1XVo7969KiaTaTpx4kT9+vXrXTdt2uTm4OAwzGAwDJs3b1YDAFy7do2+YcMGNxKJZDKZTITly5d3hIaGahUKhfbKlStMoVAoJhAIpk8//fRXNzc3fW1t7X1fiUpMTOz++OOP3VJTU9UP6+f4425ubiabTCaLaZFPP/307qJFi7ydnZ2HBQLB4NhAbSJ+fn6aDz74wFWpVNICAwP7ly9f3jO+jEwmu7dly5a7ERERPKPRCBQKxbRnz547ERERA5bGUHp6utr81UMajWb8+uuvb092DCEhIdrY2NguiUQidnFxGZLL5RpL5d56662OqKgon+nTpw8XFRXVjf18QkJC56xZs4QAAMuXL2+fM2fO4PjzPlZubu4vq1ateiE9Pd1Zr9cTYmNju2bPnj2YkZFxZ+nSpZ4ZGRlOMTEx3WM/c+7cOdbChQt7J6oTTYzwKGlQhBBCCP13uXnzZqNUKn0m81ye1OXLl2lffPHFjOPHj096wzmZuLg491dffbXXPOl9rMbGRkpYWBi/oaGhkkQaSRKtXr3adcWKFZ3PYlEDZFlubq5tQ0MDdcuWLW1PW9fJkydZu3btcrIUXKEHBQQE8E+fPl3v6Oj4uyyT/d/m5s2bDlKp1N3SPsz0IIQQQui5mDNnzuC1a9f69Ho9PO67eh5m37599tu2bXPZvn27yhzwAABkZmb++kwbQg9YtmwZZhr+H6jVanJqamorBjxPBjM9CCGE0BT0n5DpQQih39NkmR5cyAAhhBBCCCE0pWHQgxBCCE1NRqPR+ORr8CKE0H+R3/6/m3AxEQx6EEIIoampsr293RYDH4TQVGc0Ggnt7e22AFA5URlcyAAhhBCagvR6/cqWlpaDLS0tEsCHnAihqc0IAJV6vX7lRAVwIQOEEEIIIYTQlIZPfhBCCCGEEEJTGgY9CCGEEEIIoSkNgx6EEEIIIYTQlIZBD0IIIYQQQmhKw6AHIYQQQgghNKX9H9FvlsH+2oEhAAAAAElFTkSuQmCC\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -2094,13 +2146,13 @@ }, { "cell_type": "code", - "execution_count": 317, + "execution_count": 344, "id": "234ec4aa-dfa6-4f66-a31e-919484017ada", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -2118,7 +2170,8 @@ "pysparse = nucleation_total[\"package.solver\"] == \"pysparse\"\n", "pyamgx = nucleation_total[\"package.solver\"] == \"pyamgx\"\n", "\n", - "plot_all(nucleation_total[scipy], color_by_suite=False)\n", + "plot_all(nucleation_total[scipy], color_by_suite=False,\n", + " group_by=[\"solver_class\", \"preconditioner\"])\n", "# plot_all(nucleation_total)\n", "# plt.ylim(bottom=1e-1, top=1e3)\n", "# plt.xlim(left=1e1, right=1e6)" @@ -2126,13 +2179,13 @@ }, { "cell_type": "code", - "execution_count": 312, + "execution_count": 341, "id": "4c0056f2-1d1f-4354-9946-4f80beb0d309", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -2144,7 +2197,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -2156,7 +2209,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -2168,7 +2221,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -3164,7 +3217,7 @@ }, { "cell_type": "code", - "execution_count": 311, + "execution_count": 340, "id": "0721f0fc-6545-4ce7-9f12-8c19b4f60099", "metadata": {}, "outputs": [ @@ -3174,13 +3227,13 @@ "Text(0.5, 1.0, 'pyamgx')" ] }, - "execution_count": 311, + "execution_count": 340, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] From 3b1c0bb494fc7a107f9834c25e638c794f05c949 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 5 Aug 2022 14:22:37 -0400 Subject: [PATCH 144/303] Display legend items only when appropriate --- examples/benchmarking/solvers/Analyze.ipynb | 23 ++++++++++++--------- 1 file changed, 13 insertions(+), 10 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index 27ca4eb2fb..3ecad4b2a7 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -180,7 +180,7 @@ }, { "cell_type": "code", - "execution_count": 339, + "execution_count": 350, "id": "1663a78e-be26-47ad-bf6a-197ca146e04a", "metadata": {}, "outputs": [], @@ -189,6 +189,7 @@ " group_by=[\"package.solver\", \"solver_class\", \"preconditioner\"]):\n", " color_map = {\n", " 'no-pysparse': 'red',\n", + " 'trilinos': 'red',\n", " 'petsc': 'blue',\n", " 'scipy': 'green',\n", " 'pysparse': 'orange',\n", @@ -226,18 +227,20 @@ "\n", " if color_by_suite:\n", " legend_elements = [Line2D([0], [0], color=c, label=s)\n", - " for s, c in color_map.items()]\n", + " for s, c in color_map.items()\n", + " if s in df[\"package.solver\"].unique()]\n", " ax.legend(handles=legend_elements, bbox_to_anchor=(1., 1.))\n", " else:\n", " # only label converged lines\n", " handles, labels = ax.get_legend_handles_labels()\n", " ax.legend(handles[::2], labels[::2], bbox_to_anchor=(1., 1.))\n", "\n", - " legend_elements = [Line2D([0], [0], color=\"black\", marker=\".\", markersize=1.5),\n", - " Line2D([0], [0], color=\"black\", linewidth=0, marker=\"x\")]\n", - " leg = Legend(ax, handles=legend_elements, labels=[\"converged\", \"not converged\"],\n", - " loc='upper left', frameon=False)\n", - " ax.add_artist(leg);\n", + " if ~df[\"converged\"].astype(bool).all():\n", + " legend_elements = [Line2D([0], [0], color=\"black\", marker=\".\", markersize=1.5),\n", + " Line2D([0], [0], color=\"black\", linewidth=0, marker=\"x\")]\n", + " leg = Legend(ax, handles=legend_elements, labels=[\"converged\", \"not converged\"],\n", + " loc='upper left', frameon=False)\n", + " ax.add_artist(leg);\n", "\n", " ax.set_ylabel(\"elapsed time / s\")\n", " ax.set_xlabel(\"number of elements\")\n", @@ -2179,13 +2182,13 @@ }, { "cell_type": "code", - "execution_count": 341, + "execution_count": 351, "id": "4c0056f2-1d1f-4354-9946-4f80beb0d309", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -2209,7 +2212,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAmAAAAGHCAYAAAAXwu53AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAC/o0lEQVR4nOzdd3RURRvH8e/spvdKQkLvhC5FKYqoICrYUEBsvHZQUBAURMQGKkiRKqKABcGCXeyKCGIBpHcwtPSezSZb7/vHJCRAEqKSBMLzOScHsnvv3dkcSJ7MPPc3yjAMhBBCCCFE1TFV9wCEEEIIIc43UoAJIYQQQlQxKcCEEEIIIaqYFGBCCCGEEFVMCjAhhBBCiComBZgQQgghRBWTAkyIc4xS6mKl1J7qHkdVUkoZSqkm1T0OIYQ4U6QAE+IsppSKV0pdUfIxwzB+MQyjeTWNZ6hSam0pjz+tlHqnlMePF05KqVZKqW+VUplKqSyl1Eal1NVVMW4hhDjbSAEmhKgQpZTHf7zE58B3QBRQCxgJ5PzXcf1bZ+D9CCHEvyYFmBDnGKXUpUqpoyU+j1dKjVFKbVVKZSul3lNK+ZR4vp9SanPhrNOvSqm2JZ4bp5Q6oJTKVUrtVErdUOK5oUqpdUqpmUqpDODp/zDmCKAhsMgwDHvhxzrDMNaWOOZepdR+pVSGUuozpVRMKde5SCmVpJQyl3jsBqXU1sK/m0q8p3Sl1PtKqbDC5xoUzsjdrZQ6DPz4b9+PEEL8V1KACVEzDAT6oouctsBQAKXUBcBi4H4gHFgIfKaU8i487wBwMRAMPAO8o5SqXeK6FwIH0TNWk//D+NKB/YXXv14pFVXySaXUZcALhe+jNnAIWHHyRQzD+A3IAy4r8fAQ4N3Cv48Ergd6AjFAJjDvpMv0BFoCV/6H9yOEEP+JFGBC1AyzDcNIMAwjA73U177w8XuBhYZh/G4YhsswjDcBG3ARgGEYHxSe5zYM4z1gH9ClxHUTDMOYYxiG0zCM/H87OENvOtsLiAemA4lKqTVKqaaFh9wKLDYMY5NhGDZgPNBVKdWglMstB24BUEoFAlcXPga60JxgGMbRwus8Ddx00nLj04Zh5P2X9yOEEP+VFGBC1AxJJf5uBQIK/14feLRw+TFLKZUF1EXPDqGUuqPE8mQW0BqIKHGtIxV8fSfgWfIBpVTR5w6AwqLoIcMwGheOKw94q/CYGPSsF4XHWtCzZrGlvNa7wI2Fs3g3ApsMwyg6tz7wcYn3swtwofvO/ul7EkKISiMFmBA12xFgsmEYISU+/AzDWK6Uqg8sAh4Cwg3DCAG2A6rE+UYFX+cw0OCkxxqii59jJx9sGMYR9NJg68KHEtDFEwBKKX/0kmlp5+5EF2tXceLyY9H7veqk9+tjGEbJ61T0PQkhRKWRAkyIs5+nUsqn6AP4J3fvLQIeUEpdqDR/pdQ1hUt3/uhiJBVAKfU/igui8qiS4ykc09dAc6XU7Uopz8LG9ynAh4ZhOJVSoUqpZ5RSTQob5SOAu4DfCq/5LvA/pVT7wpmtKcDvhmHElzGGd9H9XpcAH5R4/FVgcmFxiVIqUil1XQW/VkIIUWWkABPi7LcKyC/x8XRFTzQMYwO6D2wuuiF9P4UN+oUzSdOB9UAy0AZYV4HLdjtpPPlABroX634gBT2Tlg0MKzzHjp4h+x4dPbEd3YtWNJYfgInASiARaAwMLmcMy4FLgR8Nw0gr8fgrwGfAt0qpXHSBd2EF3pMQQlQppXtjhRBCCCFEVZEZMCGEEEKIKiYFmBBCCCFEFZMCTAghhBCiikkBJoQQQghRxaQAE0IIIYSoYv8kT+icERERYTRo0KC6hyGEEEJUiY0bN6YZhhFZ3eMQFVejCjClVH+gf5MmTdiwYUN1D0cIIYSoEkqpQ6c/SpxNatQSpGEYnxuGcV9wcHB1D0UIIYQQokw1qgATQgghhDgXSAEmhBBCCFHFalQPmBBCCCG0jRs31vLw8HgdaI1MuFQ1N7Dd6XTe07Fjx5TSDpACTAghhKiBPDw8Xo+Ojm4ZGRmZaTKZZOPnKuR2u1VqampcUlLS68C1pR1ToypipVR/pdRr2dnZ1T0UIYQQorq1joyMzJHiq+qZTCYjMjIyGz37WPoxVTieSid3QQohhBDHmaT4qj6FX/sy66waVYCJyhUfH0/r1mUW80IIIYSoICnAzhMul6u6hyCEEEKcU5xOZ6VdWwqwKvTWW2/Rtm1b2rVrx+23386hQ4e4/PLLadu2LZdffjmHDx8GYOjQoYwcOZJu3brRqFEjPvzwQwAGDRrEqlWrjl9v6NChrFy5EpfLxdixY+ncuTNt27Zl4cKFAKxevZpevXoxZMgQ2rRpg9vtZvjw4bRq1Yp+/fpx9dVXH7/2xo0b6dmzJx07duTKK68kMTHx+OPt2rWja9euzJs3ryq/XEIIIc5xe/bs8WrUqFGrwYMH12/SpEmr7t27N7VYLOrXX3/1bdeuXYtmzZrF9e7du3Fqaqq5tPP9/Pw63HvvvXXi4uJadu3atVlCQoLHjh07vOPi4loWHbNt2zbvVq1atQQYPnx4bOPGjVs1a9Ys7r777qsDMGDAgAZDhgyp17Fjx+YNGjRovXz58uCisXXs2LF5XFxcy7i4uJbfffedP8AXX3wReOGFFzbr379/w+bNm7fKyckxXXrppU2aN28e17Rp01aLFi0KBfjll1/8Onfu3LxVq1Yte/To0fTQoUOe/+Rrc17eBfnII4+wefPm0x7ndrtJT08nPDwck6n8WrV9+/bMmjWrzOd37NjB5MmTWbduHREREWRkZHDnnXdyxx13cOedd7J48WJGjhzJJ598AkBiYiJr165l9+7dXHvttdx0000MHjyY9957j6uvvhq73c4PP/zAggULeOONNwgODubPP//EZrPRvXt3+vTpA8Aff/zB9u3badiwIR9++CHx8fFs27aNlJQUWrZsyV133YXD4WDEiBF8+umnREZG8t577zFhwgQWL17M//73P+bMmUPPnj0ZO3ZsRb/EQgghziZ33VWX7dv9zug1W7e2snjxkdMddvjwYZ933nnnYLdu3Q5dffXVjd56663QWbNmRc+cOfPwNddcY3nkkUdiHn/88ZjFpVwrPz/fdMEFF1gXLVp0dMyYMbXHjRsX89Zbbx0ODAx0/frrr77dunXLX7hwYcSQIUPSk5OTzatWrQo9ePDgdpPJRFpa2vGi7siRI95//PHHnp07d3pfccUVza+77rptMTExzl9++WWvn5+fsW3bNu9bbrml0fbt23cBbN261f+vv/7a0aJFC/vSpUtDoqOjHatXr94PkJ6ebrbZbGrkyJH1vvzyy/0xMTHORYsWhY4ZMyb2gw8+iK/ol09mwMqRnp7Ozp07SU9P/8/X+vHHH7npppuIiIgAICwsjPXr1zNkyBAAbr/9dtauXXv8+Ouvvx6TyURcXBzJyckAXHXVVfz444/YbDa++uorLrnkEnx9ffn222956623aN++PRdeeCHp6ens27cPgC5dutCwYUMA1q5dy80334zJZCI6OppevXoBsGfPHrZv307v3r1p3749zz//PEePHiU7O5usrCx69ux5fIxCCCHEPxEbG2vr1q1bPkCHDh2sBw4c8M7NzTVfc801FoB77703/bfffgso7VyTycQ999yTAXDXXXel//HHHwEAQ4cOTVu0aFGE0+nk008/Db377rvTw8LCXN7e3u7BgwfXf/PNN0MCAgLcRdcZMGBAhtlspk2bNra6devaNm/e7GO329WQIUMaNGvWLO7mm29ufODAAZ+i49u2bZvXokULO8AFF1yQ/8svvwQNGzYs9uuvvw4IDw93bd261Xvfvn2+l112WbMWLVrETZs2rXZCQoLMgJ1OeTNVJdlsNr744gv69euHt7f3f3pNwzBQSpV7TMnnS76eYeibWHx8fLj00kv55ptveO+997jllluOPz9nzhyuvPLKE663evVq/P39T7lOaWNr1aoV69evP+HxrKys045ZCCHEP2QY4HKBRxX+CK7ATFVl8fLyOv7Dx2w2G1lZWaUWKk6nk9atW8cB9O3bN2vWrFkJJx9T9DPpzjvvzHzppZdiVqxYkdumTRtrdHS0C2Dz5s27Pvvss6AVK1aELliwoNZvv/22t+R5Ja8zefLkqFq1ajlWrlz5t9vtxtfXt2PR835+fseLt7Zt29o2bdq0c+XKlcETJkyI/f7773MGDhyY1aRJk/zNmzfv/rdflxo1A3amc8C8vb0ZMGDAfy6+AC6//HLef//947NpGRkZdOvWjRUrVgCwbNkyevTocdrrDB48mCVLlvDLL78cL7iuvPJKFixYgMPhAGDv3r3k5eWdcm6PHj1YuXIlbreb5ORkVq9eDUDz5s1JTU09XoA5HA527NhBSEgIwcHBx2fmli1b9t++CEIIISAnB1JKDUc/LwQHB7uCgoJcX3/9dQDAG2+8Ed61a1eLh4cHu3fv3rl79+6dRcWX2+1myZIloQBLly4N79KlSy6An5+f0bNnz+zRo0fXGzp0aBpAdna2KSMjwzxo0KDsV1999ciuXbuOL7l+9NFHoS6Xix07dngfOXLEu127dgXZ2dnm2rVrO8xmM/Pnzw8v62a1+Ph4z8DAQPfw4cMzHnnkkeTNmzf7tW3btiAjI8Pj+++/9wew2Wxqw4YNPqVeoAw1agbMMIzPgc87dep0b3WP5WStWrViwoQJ9OzZE7PZTIcOHZg9ezZ33XUX06ZNIzIykiVLlpz2On369OGOO+7g2muvxcvLC4B77rmH+Ph4LrjgAgzDIDIy8ngvWUkDBgzghx9+oHXr1jRr1owLL7yQ4OBgvLy8+PDDDxk5ciTZ2dk4nU4eeeQRWrVqxZIlS7jrrrvw8/M7ZYZNCCHEP2SzQUICBJS64nbeWLJkyd/Dhg2rP3LkSFO9evVsy5cvjy/tOF9fX/eOHTt8W7VqFR0YGOj66KOPDhY9d8cdd2R89dVXoTfeeGMOQFZWlrlfv35NbDabAnj++eePz/o1adLE1qVLl+bp6emes2bNOuTn52c88sgjKQMGDGj8ySefhPbo0SPX19fXfeoIYOPGjb7jx4+vYzKZ8PDwMObPn3/Ix8fHWLFixYGRI0fWy83NNbtcLjVs2LDkTp06FVT0a6DKWpY6l3Xq1MnYsGFDdQ/jrGSxWAgICCA9PZ0uXbqwbt06oqOjq3tYQghR87ndcPgw2O3g6wt1656xSyulNhqG0ankY1u2bIlv165d2hl7kWrg5+fXwWq1/lXac0899VRUdna2+ZVXXjllqbKkAQMGNOjXr1/2//73v8zKGWXZtmzZEtGuXbsGpT1Xo2bAxOn169ePrKws7HY7EydOlOJLCCGqSkaGLr7OQFvL+a53796NDx065P3zzz/vre6x/FtSgJ1nivq+hBBCVKH8fEhLg8BAqMRwz5qmrNmv77777kBFr7Fy5cr4MzagM6hGNeELIYQQZx2XCxIT9bKj3FkuCkkBJoQQQlSmtDRdhHkWpi/s3g2Fd62L85cUYEIIIURlyc2FzEwoymQ8ehQGDoQ779R3RIrzlhRgQgghRGVwOCApqbj4cjhg2DDdiL9uHXzxRfWOT1QrKcDOYkuXLiUhody7a895l156KRIZIoSocQxDh62aTGAu3JLwpZdg0yZ44QVYsAD69aveMZ6FZs+eHR4fH/+PtvQ5V9WoAuxMJeFPnTqVn3766YTHfvrpJ6ZOnfqfrvtPne0FWFmpwUIIcd7LydHLj76++vMfftBF1+23ww03wNVXSxxFKd55552Iw4cPSwF2rjEM43PDMO4LDg7+T9fp3LkzAwcOPF6E/fTTTwwcOJDOnTv/62vGx8fTsmVL7r33Xlq1akWfPn3Iz88HYPPmzVx00UW0bduWG264gczMTD788EM2bNjArbfeSvv27Y8fW2T//v1cccUVtGvXjgsuuIADBw5gGAZjx46ldevWtGnThvfeew/Q0ROXXnopN910Ey1atODWW2/FMAy++uorBg4cePyaq1evpn///gB8++23dO3alQsuuICbb74Zi8UCQIMGDXj22Wfp0aMHH3zwAatWraJFixb06NGDkSNH0q/wN7q8vDzuuusuOnfuTIcOHfj0008ByM/PZ/DgwbRt25ZBgwad8r6EEOKcZ7NBcnJx2n1CAjz8MMTFwdNPV+vQqtqePXu8GjZs2OrGG29s0KxZs7i+ffs2ys3NNf3yyy9+nTt3bt6qVauWPXr0aHro0CHPJUuWhG7fvt3vjjvuaNSiRYs4i8Wihg8fHtu4ceNWzZo1i7vvvvvqABw5csSjd+/ejZs3bx7XvHnzuO+++87/dOM4G0kOWCl69erF+++/z8CBAxk2bBgLFizg/fffp1evXv/puvv27WP58uUsWrSIgQMHsnLlSm677TbuuOMO5syZQ8+ePXnqqad45plnmDVrFnPnzuXll1+mU6dOp1zr1ltvZdy4cdxwww0UFBTgdrv56KOP2Lx5M1u2bCEtLY3OnTtzySWXAPDXX3+xY8cOYmJi6N69O+vWraN3797cf//95OXl4e/vz3vvvcegQYNIS0vj+eef5/vvv8ff35+XXnqJGTNm8NRTTwF6U/C1a9dSUFBA06ZNWbNmDQ0bNjy+OTjA5MmTueyyy1i8eDFZWVl06dKFK664goULF+Ln58fWrVvZunUrF1xwwX/6mgohxFnF7daRE56eevnR6YQHH9RF2auvgo9PtdwBeddd1N2+Hb/TH1lxrVtjXbyY027yHR8f77Nw4cL4Pn365N18880Npk6dGvnFF1+Efvnll/tjYmKcixYtCh0zZkzsBx98EL9gwYJaL7/88pFLLrnEmpycbF61alXowYMHt5tMJtLS0swADzzwQL2LL74496mnnjrgdDrJzs42n8n3VVVq1AzYmdSrVy+GDRvGc889x7Bhw/5z8QXQsGFD2rdvD0DHjh2Jj48nOzubrKwsevbsCcCdd97JmjVryr1Obm4ux44d44YbbgB0QeTn58fatWu55ZZbMJvNREVF0bNnT/78808AunTpQp06dTCZTLRv3574+Hg8PDzo27cvn3/+OU6nky+//JLrrruO3377jZ07d9K9e3fat2/Pm2++yaFDh46//qBBgwDYvXs3jRo1omHDhgAnFGDffvstL774Iu3bt+fSSy+loKCAw4cPs2bNGm677TYA2rZtS9u2bf/z11UIIc4aJ6fdv/wy/PGH7v9q3Lh6x1ZNoqOj7X369MkDuP3229N/+OGH4H379vledtllzVq0aBE3bdq02gkJCacsO4aFhbm8vb3dgwcPrv/mm2+GBAQEuAF+/fXXwLFjx6YCeHh4EB4efk72w8gMWBl++uknFixYwMSJE1mwYAG9evX6z0WYd4n1frPZ/K+X38rav7O8fT1Pfm1nYRLzoEGDmDdvHmFhYXTu3JnAwEAMw6B3794sX7681Gv5F97RU97rGYbBypUrad68+SnPKQkiFELURCXT7gF+/hnmzoVbboEbbzx+2Pfe3rRyuahdhUOryExVZTn5e76/v7+rSZMm+Zs3b95d3nmenp5s3rx512effRa0YsWK0AULFtT67bffztmth04mM2ClKOr5ev/993n22WePL0ee3Jh/JgQHBxMaGsovv/wCwNtvv318NiwwMJDc3NxTzgkKCqJOnTp88sknANhsNqxWK5dccgnvvfceLpeL1NRU1qxZQ5cuXcp9/UsvvZRNmzaxaNGi4zNbF110EevWrWP//v0AWK1W9u499d98ixYtOHjwIPHx8QDHe84ArrzySubMmXO8SPvrL72bxCWXXMKyZcsA2L59O1u3bq3Q10kIIc5qJ6fdJyfDiBHQrBk899zxww6ZzfSvVYubwsI4X1LAEhMTvb7//nt/gHfffTesS5cueRkZGR5Fj9lsNrVhwwYfgICAAFfRkmJ2drYpIyPDPGjQoOxXX331yK5du/wAunfvnjtt2rRIAKfTSUZGxjlZy5yTg65sf/755wk9X0U9YUXLeWfam2++ydixY2nbti2bN28+3ms1dOhQHnjggVKb8N9++21mz55N27Zt6datG0lJSdxwww20bduWdu3acdlllzF16tTTbrZtNpvp168fX3311fEG+sjISJYuXcott9xC27Ztueiii9i9+9RfVHx9fZk/fz59+/alR48eREVFUXQDxMSJE3E4HLRt25bWrVszceJEAIYNG4bFYqFt27ZMnTr1tAWiEEKcE0qm3btc8NBDYLXqvq+iOyGBB4ODcQHrfXw4X1LAGjVqVLB48eLwZs2axWVmZnqMGzcuZcWKFQfGjRtXp3nz5nGtWrWK+/nnnwMA7rjjjrQRI0bUb9GiRVxWVpa5b9++TZs1axZ38cUXN3/++eePACxYsODwzz//HNisWbO41q1bx23atMm3/BGcnVR5y0jnqk6dOhmSLVU1LBYLAQEBGIbBgw8+SNOmTRk1alR1D0sIIapObi4cOwZBQfrz6dNhxgz9UbiyAPCxjw83hoZQ/+2rqecXzRfXLyTI48xEUSilNhqGccIdW1u2bIlv165d2hl5gX9pz549Xv369Wu6b9++HdU5juqyZcuWiHbt2jUo7TmZARP/yaJFi2jfvj2tWrUiOzub+++/v7qHJIQQVcfp1Gn3foU3GK5dCzNnwk03nVB8WZTioaAgwta9zKG/v2Htjrf4bu/5MgcmSiNN+OI/GTVqlMx4CSHOT4ahe71MJvDwgNRU3ffVuDFMmXLCoU8GBpKQth3zT09ycVRXhlxwG/2a1fwk/ObNm9vP19mv05ECTAghhPg3itLug4J0/tfIkfqxd98t3v8R+MvDgzleCv/3b8bXK5iZV82kVkgM3mdo+VGcm6QAE0IIIf6pk9Pu58yBNWtg6lRo2fL4YW7g3uAgPL4egTXzAAv6LSUwIBR/r3MyvF2cQVKACSGEEP+E2637vjw89PLj77/rwNXrr4chQ044dIGvLxsPfgV/vc6dbe6me6MemJWZQM+Qahm6OHtIE74QQgjxT2Rk6BkwHx/99+HDoV49nXZfInQ0yWTicXIwf3Y3zcLjGH/peJxuJ37u2qSmyI/f8538CxBCCCEqqijt3t9fz4Q9/LAuwhYuLF6OLDTczxvrp0PxcBYwo98CDJeDEI8o0lO8cJ2Tm+dUnjVr1vgNHTq0bnWPoyrVqCVIpVR/oH+TJk2qeyhCCCFqmpPT7l99FX78ESZPhtatTzh0lYeJj7e8CodW8+jlU2kWFIuPyYe8jCBMMvVxiksuucR6ySWXWKt7HFWpRv0zMAzjc8Mw7itKYxdCCCHOmJJp9xs2wAsvwDXXwJ13nnBYvuHmrrw98NNEeja+mttbDwLDjYetFg6H4vPPYdkyvYpZ0+Xk5JguvfTSJs2bN49r2rRpq0WLFoX+/PPPfh06dGjRvHnzuDZt2rTMzMw0ffHFF4G9evVqAjB69OiY66+/vuFFF13UrH79+q2nT58eAXD99dc3fOedd0KKrn3ttdc2XLZs2Tn7A79GzYAJIYQQlcJigcxMHTmRman7vmJjdfP9SZtNjzXbSP78LkIDopl05TRwWAn2jCUj1ZM9e+Cxx/TqZdOmMGBA1Qz/rk/vqrs9Zbvfmbxm61qtrYuvW1zuJt8fffRRUHR0tGP16tX7AdLT083t2rWLW7Zs2YGePXtaMzIyTAEBAe6Tz9u1a5fvxo0bd+Xm5po7dOgQN2DAgOx77703debMmVG33XZbVnp6unnjxo0BK1eu/PtMvqeqVKNmwIQQQogzzunUS49+fjp8dfRoSEnRS5BF2w8V+stwMH/9M5AVzzNXzSHK5EWAZzC56YHY7XqLyJgYHZbfr+bnsHLBBRfk//LLL0HDhg2L/frrrwMOHDjgVatWLUfPnj2tAGFhYW5PT89TzrvqqquyAgICjNq1azu7du2a88svv/hfc801lkOHDvkcO3bM44033gi75pprMks791whM2BCCCFEWU5Ou1+0CL79Fp55Btq1O+FQu9vBTQlfY2x9m4EXjeLi2hfg7XZCXi3cbpg4UadXfPABdOwI3lWYw3q6marK0rZtW9umTZt2rly5MnjChAmxvXr1ylFKnXYTanXSrGLR5wMHDkx//fXXw1auXBm2ePHi+EoZdBWRGTAhhBCiLEVp976+sHmzbrjv2xfuvvuEwwzD4Nmc/Rz88TFiYrow/MKH8XLm42/UxpJr5vPP4bPPYMwY6NChet5KdYiPj/cMDAx0Dx8+POORRx5J/vPPP/2Tk5O9fv75Zz+AzMxMk8PhOOW8r776KsRqtaqkpCTzb7/9FtijR488gAceeCBt4cKFUQCdOnUqqNI3c4bJDJgQQghRGru9OO0+OxseeACiomD69FP6vnbnpfDSr09iAl6+ajbBThvB5nByUv1ISoInn4Ru3XTrmPuUjqeaa+PGjb7jx4+vYzKZ8PDwMObPn3/IMAxGjhxZr6CgwOTj4+Nes2bN3pPP69ChQ97ll1/eNCEhwWvMmDGJDRo0cADUrVvX2bhx44L+/ftnVfmbOcOkABNCCCFO5nbrvi8PD11sjRmjP//oIwgJOeFQq8PKgL1LcR77jfv7LaRBQBRBhoEjJxyXS+/P7eMDs2eD2Xx+FWADBgzIGTBgwM6TH9+yZcvukp/369cvt1+/frlFnzdt2rRg+fLlh04+Lzc31xQfH+999913Z1TOiKuOLEEKIYQQJyuZdv/mm7BqFYwfr5u3SnC6nUw99D27Ns2lQZshDG56NQHOAnwctbEVmJg5E7ZvhxkzoHZtfY7dXrX9XzXFJ598EtisWbNW9957b0p4ePg5H2UrM2BCCCFESUVp94GBsG2bbri//HK4774TDjMMgx0J25m8YTKmkIZM7/k03vY8IjyiyEn24c8/dc/+0KHQp48+x27Xs2Dh4VX/ts4VM2bMSCjt8euvvz73+uuv31bV46ksMgMmhBBCFClKu/fx0dlfDzygq6VZszg5wj4zO5mbd8/GmZfEA/0WEGoyU8vkizU9hJwcGDUKWrbU/V+glx5tNoip7cJs5FX9exNnFZkBE0IIIYoUpd17e+t9Ho8cgQ8/hLCwEw7LL7AwZf8K9v39DfV6PctNES0JtlvxstfB6lQ89piu3z74QN9ACZCXB9HR4EM62Ozg4V8Nb1CcLWQGTAghhIDitHt/f71X0Gefwdix0KXLCYe5nA7WHlrDzO3zUA16MbX93Sh7HrWIJi/Hi2XLYPVqmDQJmjXT51itOrM1yL8AbKnAaaOwRA0nBZgQQghRMu1+505dPfXsCQ8+eMJhhmFwOGUvd++chdvDhzuumU+I00qMKQBrRiAHDsCLL+qosNtv1+fY7Xr1slakG1WQBCbpwBdSgAkhhDjflUy7t9l031dwsM6NOKnvKzszkUkH3uRI2g5q9VvIrZ5+hLrBMzeKggLFiBEQEVG8RaTbDQUFevshsysbXDZwnwe7cIvTkh4wIYQQ57eitPvAQBg5Ev7+G957T1dSJRRYsvg4+Wfe3r0MOj7Asw0uxZ2XRpRRl4ICDyZPhvh43fcVGqrPsVh0dquPpx3yUkCZ4Kf+ENwSLvkIzDIbVpkcDgdn636RMgMmhBDi/FUy7f7993XQ6ujROra+BFdBPtsy9/DoX1MhoiVXXfYcDfIzqWsOpSDTn++/16ePHAldu+pz8vN1TRcSbEBBKigP2DsHrH9D4ldw7ItqeMNVa8+ePV4NGzZsdeONNzZo1qxZXN++fRutWLEiuHfv3o2Ljvn444+D+vTp09jpdDJgwIAGTZs2bdWsWbO4Z555phZAly5dmt911111O3To0KJp06atfvrpJz+An376ya9Dhw4tWrZsGdehQ4cWW7Zs8QaYPXt2+FVXXdXosssua3LxxRc3O3TokGenTp2at2jRIq5p06atvv766wCAjz76KKh9+/Yt4uLiWl511VWNsrOzq7QmkhkwIYQQ56eSaff79sETT0D37rqKKsnlIjn7GI/vnE1WQRb+t37NMEc+PoYZz6wIklKKM1pHj9anFG1vGBUFymkBZy5Yj8K+BVDneqjdF2L7Vd17/e2uumRt9zuj1wxpbeWi02/yHR8f77Nw4cL4Pn365N18880NduzY4bN//36fhIQEj5iYGOfixYvDhw4dmrZ+/Xq/xMREz3379u0ASEtLMxddw2q1mv7666/dX331VcB9993XcN++fTvatWtX8Mcff+z29PTkk08+CXzsscfqfPPNNwcANm3aFLB169YdUVFRrkmTJkVdfvnl2S+99FKS0+kkNzfXlJiY6DFlypTaa9as2RsUFOSeMGFC9HPPPRf18ssvJ57Rr1E5pAATQghxfsrM1D1fJpPu+woIgLlzdVJqEcMgJzOZBclf8tPh1XDlLEaHNMBsSSbGWR97gZlHHtH9XvPm6VquqO+rXj3wMLkgP1k33v81FjyDofUk8A4/b5Yfo6Oj7X369MkDuP3229Nnz55da+DAgemLFi0Ke/DBB9M3bdoU8NFHH/2dlZVlPnLkiPedd95Zt3///tk33HBDTtE1hgwZkgFw1VVXWSwWiyktLc2clZVlGjRoUMP4+HgfpZThcDiOb9B58cUX50RFRbkALrroorz777+/gcPhMN10002Z3bp1y1++fHnggQMHfLp06dICwOFwqI4dO1qq8usiBZgQQojzT34+pKbqNcIxY/QM2LvvQq1aJxxmy85gjW0vUze8gkeTvrTqeD/dcg5Tiwhc2b689hps2gTz50PduvqcvDx9GV9fID9dPxj/NmRtho5zwSu0St8qQEVmqiqLOmnjcqUUw4YNS7/mmmua+Pj4GP3798/09PQkMjLStX379p0ff/xx0Pz582u99957YR988EF8Wdd4/PHHY3v27Jn73XffHdizZ4/XZZdd1rzoeT8/v+M7bl511VWWNWvW7Fm5cmXw0KFDG44cOTI5LCzM2aNHj5zPP//870p98+WQHjAhhBDnl5Jp9x99BCtW6GXHSy454TB3noW/3ek8+vsz4B2E+9olPGpNw9PwwjcrjC1bYM4cGDQIrrtOn2O16om0kBDAmQ/2DChIh50vQa1eevnxPJOYmOj1/fff+wO8++67Yd26dbM0aNDAERUV5Zg+fXrte++9N63wOA+Xy8XQoUOznn/++WPbtm07vmS6fPnyUIBvvvkmIDAw0BUeHu7Kyckx16lTxw6wcOHCiNJeG2Dv3r1esbGxjkcffTTttttuS9u0aZPfpZdemrdhw4aA7du3e4Pe5Hvr1q1VOiV51s+AKaWuB64BagHzDMP4tnpHJIQQ4pxWlHZ/9CiMGwcXXVTcvFXEZiPVkcXkPa+zN30v3PoVd3j5EZ6TSGRBAyxZJh55BBo2hOee06c4HHopMioKFG4oKFx63PqEPqD9i/qA8yyDtVGjRgWLFy8OHz58eP2GDRvaxowZkwowePDg9Hnz5nl07NixACA+Pt7z7rvvbuB2uxXAs88+e7ToGqGhoa4OHTq0sFgs5tdee+1vgMcffzzpnnvuaTh79uzoiy++OKe01wb45ptvAmfPnh3t4eFh+Pn5uZYtW/Z3TEyMc+HChfGDBw9uZLfbFcCkSZOOtW3btsoyQpRhVP2/BKXUYqAfkGIYRusSj/cFXgHMwOuGYbxY4rlQ4GXDMO4+3fU7depkbNiw4cwPXAghxLnNYtGFl6cn9O+v74D89luoXbv4GKeT3Jw03rH8yvBvRhDUZST+V05nYcZBwtyRhKaHMnoU/PgjfP45tGmjo8Ryc6F+/cKlR1smFKRA8g+w4UFo/TQ0uVdf323Xd0T61zljb0sptdEwjE4lH9uyZUt8u3bt0s7Yi/wLe/bs8erXr1/Tosb6ku644456HTp0sI4aNarcMXbp0qX5yy+/fOSSSy6xVt5IK8eWLVsi2rVr16C056prCXIp0LfkA0opMzAPuAqIA25RSsWVOOTJwueFEEKIf87phKQknXb/9NOwa5cOWy1ZfLnd2HOz2OKVwZNrJhFRqw05vacyKi8Vb7cvgVkhfPIxfPONvvOxTRt9msVSou/LZQdbii60tj4FIe2h8V3Fr+Gy6Wb881irVq1a7ty50/eBBx5Ir+6xVJdqWYI0DGONUqrBSQ93AfYbhnEQQCm1ArhOKbULeBH4yjCMTWVdUyl1H3AfQL169Spl3EIIIc5RRWn3SsGXX8I77+hthnr1OuEwd24OR/1djP/xGfIc+bgHLKeX4aJtfi5B1oYkHFQ895w+7d7CCa38fF3ThYYWvk5R5teOp8CRBR2Wgyq8s9JpBa8g8Aqs0rdfXZo3b24vbfZrx44duyp6jT/++GPPmR3V2eFsasKPBUrepXG08LERwBXATUqpB8o62TCM1wzD6GQYRqfIyMjKHakQQohzS1HafVISPPYYdOqkN9ouyWIh3cfgtX0rWHtkLbG9p+EZ2ZIHchPwctXGK8eTUaP0jZMzZ+r0CqdT11y1a+vaDkdh5lfGBjj8PjQZBsGt9PUNFygDvOVnlDi7mvBVKY8ZhmHMBmZX9WCEEELUEHa7Lrw8PHTel4eHzo0ouUVNfj4W5WSNdRczfptJ66bXsL3zcEZY0wlz+hOYG8jsGbB7NyxbBpGRuvCyWgvzvjwAtwtsyYAJNo8D/wbQ4pHi13DmgW8MmM6mH72iupxN/wqOAnVLfF4HSKimsQghhKgJitLuPT3h+edh+3ZYsgRiY4uPcThwuOwc8LPy2FePE+oXQcK1i2nmdnBNXhYqrwGbfoY334T77oNLL9WnWSx6u0i/orAEW2E7097ZkBcP3d8Hs69+zJUPHoHgeX4sPYrTO5uWIP8EmiqlGiqlvIDBwGf/5AJKqf5Kqdeys7MrZYBCCCHOMVlZOpb+hx904XXffdCnT/HzbjdGfj6JIR5MWT+NvzP/Ju7a18n0j+SR3ASUIwaV4MHjj+mG+3Hj9GlFfV/h4YXXKcr8yjkA+1+FeoMhsrt+znDr5UffWoXrlEJUUwGmlFoOrAeaK6WOKqXuNgzDCTwEfAPsAt43DOOUxr3yGIbxuWEY9wUHn993lwghhEBXSSkpkJ6u0+47dNC3LhYxDN33FeLNxwdX8f7O97nuwhGsaXIV1xVk08zmh3eOH0+O1auY8+aBt7fu+3K7ITq6sJ4y3FCQpBvvtzymk+5bP1n8Ok4L+ESByfOUIYrzV3XdBXlLGY+vAlZV8XCEEELUNEVp9yaTvtsRdN+Xl1fxMRYL1iBftlj3M2n1JNpGtWfXZVMINtzcbcnCkVePr5bC+vUwYwY0blzc91W3bokWMnu2jp449C5kbYVO84u3G3Llg4c/eAZV5bsX54CzaQlSCCGEODOK0u5ffhk2b9YVVMmIovx8nH4+HPHI54kfn8DpdtLlujfY4+XPg5ZkvKzRpGw2MWu63mZo4EB9Wl6e7vvy9y+8jssOtlTd/7VrGkRdDrHX6ucMNxhOPft1ni497tmzx6thw4atbrzxxgbNmjWL69u3b6MVK1YE9+7du3HRMR9//HFQnz59GgPceuut9Vq3bt2ySZMmrUaNGhVTdExsbGybhx56KLZ9+/YtWrdu3XLt2rV+PXr0aFq3bt3WU6dOjQRwuVzcdttt9Zo0adKqV69eTXr27NlkyZIloenp6eYGDRq03rJlizdA//79G06fPr3MrYuqytnUhP+fKaX6A/2bNGlS3UMRQghRXSwWyMzUU1eLFsFdd8FVVxU/b7NhAIn+Bgv/fI0/jv3BE31f4ZXo9nSy53F5ng85mT5MHAUxMfBi4Q5C+fl6CTIsrPA6RZlfmGDrBFAmaPdCcbHlzAOfWmD2orrdBXW3g9/pj6y41mBdfGJ8VKni4+N9Fi5cGN+nT5+8m2++ucGOHTt89u/f75OQkOARExPjXLx4cfjQoUPTAGbMmHEsKirK5XQ66datW/Pff//d98ILL8wHqFu3rn3z5s2777777rp33XVXg99//313fn6+qXXr1q0ee+yx1Lfeeiv0yJEjXnv27Nlx7Ngxj9atW7ceOnRoenh4uGvmzJmH77zzzobDhw9PzsrK8nj00UerdYcAqGEzYNIDJoQQ57mitPuMDL2/Y5s28GSJfiyXCxwOMsP9WJfwG7N/n811LW7g9w534wBG5WSRlxfKoqfh2DGYOxeCgvRpbrcuyExFPzmLMr8Sv4aU1dByHPgV3l3pKgAPH/AKqdK3fzaKjo629+nTJw/g9ttvT1+/fn3AwIED0xctWhSWlpZm3rRpU8DNN9+cDfDmm2+GxcXFtYyLi4vbt2+fz5YtW3yKrjNw4MAsgDZt2lgvuOCCvNDQUHdMTIzT29vbnZaWZv7ll18Cbrzxxkyz2Uy9evWcF110UW7RuTfccENOy5Yt8x977LH6S5cuja/ar0DpatQMmBBCiPNYUdq90wkjR+o/FyzQ01ZFz1ss5EdHcMASz2PfPUZMYAw9+kxnrJc/Qy1phOdGsu4zxRef6pzWTp30aXl5UKdOib6voswvlw22TYLQDtDozuLXMRzgE3vWLD1WZKaqsqiTvgZKKYYNG5Z+zTXXNPHx8TH69++f6enpye7du73mzp0btXHjxl2RkZGuAQMGNCgoKDg+UeTj42MAmEwmvLy8jm9kbTKZcDgc5e5t7XK52Lt3r09hsebRuHFjx5l/p/9MjZoBE0IIcR4rSrufMwc2boRp06Bhw+Lnc3NxRoaTYOQwZe0UEnITmHL1XGYF16WO086QLE+O/e3F9InQtSuMGKFPy8vTcRMBASVey1a4grXjOXDkQPtpxdsNufJ02r3Zu0re9tkuMTHR6/vvv/cHePfdd8O6detmadCggSMqKsoxffr02vfee28aQGZmptnX19cdFhbmOnLkiMfq1av/0XLWxRdfbPnkk09CXS4XR44c8fj999+Ph649++yzUc2aNSt48803D959990NbDZbtVfGUoAJIYQ49xWl3f/xh77b8fbb4dpri5/Py8MICiLZ084nuz/hkz2f8HDXUfzYoBfHTB6Mys4hLyeIGaP0jZKzZ4PZrCPEvL1L5H1BYeZXJqT9AUdWQtPhENxSP+eygclLlh5LaNSoUcHixYvDmzVrFpeZmekxZsyYVIDBgwen165d296xY8cCgK5du+a3bt3a2rRp01a33357g44dO1r+yevceeedmbVr17Y3a9as1f/+97/67dq1ywsJCXFt3brV++23346YP3/+kb59+1ouuuii3HHjxtU+/RUrV41agpQmfCGEOA8Zho6cSEuDRx6Bli1h0qTi5wsKwNOTrGBvdiRu5Omfn+bC2AvpfuEoBnsFcHl+Dm0zQ1g8R7FjK7zxhu71crn0KmadOiX6vooyvww3bBkPAY2g+cPF43DbIaC+bsgXgF4ifPfddw+f/PjatWsDi5rvi6xcuTK+tGscO3ZsW9HfR44cmQ6kl/bcggULjgYHB7uTkpLMnTt3btmxY0drvXr1nAcPHjyeK/r6668f/W/v6MyoUQWYYRifA5936tTp3uoeixBCiCqSmanvfHz0UbDZ4NVXwbdwCyCHA9xuCmpHcjQnnnE/jMOkTEy9ag6j/MLxMtwMTzHx53oPlr8Kd9wBffsW933Fxp4YHYY9G9wO2DsHrIehx4dgLuwTd1nBO7z4c1GmVq1atfT19XUvXLjwjPam9e7du2lOTo7Z4XCosWPHJtarV895Jq9/JtWoAkwIIcR5pqAAUlPhtdfg9991/1fRKojbDfn5uOrWISE/hVc3vspfSX8x/5oF/BjWhE0e3ozOzMGZHMT0R6F5c3jqKX1qXh6EhkJgya0bizK/cvfD/teg/q0Q0bXwtey6B8w7DFGsefPm9n379p2yq82OHTt2Vcbr/fHHH3sq47qVQQowIYQQ5yaXCxISdN/XnDlwyy1w4436ucI7Ho3oaFLcuaw/sp4Ffy5gcKvBtG1+Hf29g2hpL6BPsj+TxkNuDry3XE+c2Wx61isyssRrGQYUJOs/Nz8O3hHQakLxc64C8JelR1Fx8i9FCCHEuSktTfd+jRoFzZrBc88VP5eXB2Fh5PgoDmUfYsz3Y2gY2pAJvZ7lJe8gspWJ0Snw2Qozv/8Ik57SrWMul+7nPyHvCwozv/Ig/h3I3g5tnwOvwpv0XFbwCgcP3yp9+xXgdrvd1X633/mq8GvvLut5KcCEEEKce/LydAH22GN6c8aSfV/5+eDriy0kkMTcRJ79+VnSrenMvXoev/mE8LmXPwMsBbg3+bDoBehzJdx5Z/Fla9c+qe+rKPPLlga7X4boPhBzTeFzjrN56XF7ampqsBRhVc/tdqvU1NRgYHtZx9SoJUi5C1IIIc4DTqee+XrjDfj1V73PY7Nm+jm7HZTCHR1FguUYH+/+mK/2f8XESyYSG9WWh7yDiHQ5GRTvzajReluh6S/rvNSivq+gk/fNtqXpZcYtT4DygHaT9QmGoTfb9q8HJnOVfxlOx+l03pOUlPR6UlJSa2TCpaq5ge1Op/Oesg6oUQWY3AUphBA1XFHa/W+/waxZcNNNMGiQfq5o/bB+fVJtmexJ38Oza57l4noXM7Tjfbzs6cdBD2+eSXSw5AUTRw/Ce+/pIsxmAw+Pk/q+QGd+ObLg2NeQ+gu0nQy+hXtEu/PBKxQ8zugWi2dMx44dU4BrT3ugqBZSEQshhDh35ORAfLyOnGjcGKZM0Y8X5UbUrk2OYSPZksyYb8fg5+nHrL6vsMvkyRLvIC6y2jE+8uTL5TD8IejeXd8s6XCU0vdVlPnlyIXtT0NYJ2h4h37O7QSUbsYX4l+oUTNgQgghajC7Xd/1OH68LsTefRf8/fVzFgtERGD38yYx82/m/jmXHak7WHLdEgICopji5Y9hwJCtnjzxBLS9AMY+WnxqTEzxlpHFr1eY+bVjim7Abz+t+C5HlxX8656VS4/i3CAzYEIIIc5+RWn3b7wBv/wCzz6rb1sE3YQfGIg7LJSEnATWH13Pok2LGNpuKJc17sNKkye/egVwW6qbRSMUbjfMn6s31s7Lg+DgUvq+ijK/0n6Hox9Ds4cgqLDPzJWv74D08K/SL4GoWWQGTAghxNkvMxPWroWZM+H662HIEP14QYFu3oqKIj0/g8TcRB777jGahzfnyUue5BiKWT4hNLC7cL3kwbYNMGMeNKyvJ9TMZqhV66TXKsr8chXoxvuAJtCscGduwwUYerNtIf6DGjUDppTqr5R6LTs7u7qHIoQQ4kwpKIC9e2HMGKhXD158Ud+F6HTqxvuYGHKdVtLy0nhy9ZPk2HKYd/U88PRlpocPKWZPrvvZxFuvQL+BMOh63fdls+mthswnryIWZX7tnQv5R6HDNDAXrk8688A7CkwyfyH+mxpVgBmG8blhGPcFBwdX91CEEEKcCS4XHD2q+74yMmDhQr0/kNutlx5jY3GYFUmWJN7f+T4//v0jEy+ZSPPIlvyC4iOfEK5IcbP8TkXt+vBCYVarxQLR0aX0fbmdOvMrdz8ceAMa3A7hXfRzznzwCASvQIT4r6SEF0IIcfZKS4NFi2D1apg8GVq31o9bLBAVhdvXh4TsI+xN38uUtVO4otEVDG0/lDTDYKpPCP5uyB9hIiMN3vkMwgJ03VZq3xeALV033m9+DHxqQasn9OOGC5QbfE9erxTi36lRM2BCCCFqkLw8+PFHmD4drrmmOK7eYtGJqaGhZFgzyCrIYvS3ownxCWFGnxnYlGKJyYNdXn50X6VY9z7cPx66t9V9XyaT7vtSJ+fDO/PBngkH34KcXdD2efAsrNJc1sKlR88q/RKImktmwIQQQpx9nE7YtQvGjtWNWi8XxtXn54OPD0RGYnVYSctPY8b6GexN38vyAcsJ8wtnk9vJGwFRNE83+GGgovOlMPI+wK3byRo0KKXvy3BDfiLkJ8GeWVD7Koi5Sj/nygdzAHjK0qM4c6QAE0IIcXYxDEhKgnHjICUFPv1Urxfa7fr5mBgchouEnATWHl7LW1vf4oGOD3BJ/UvINAxmegZToEzk36Hw84dnXoEABTm5EBWl67dT2LP00uPWJ/UsV9vnC8fi1suPvqVNmQnx78kSpBBCiLNLTg7Mnw8//ABPPgnt2ulm/MLbFg2zmSRLEsl5yYz9bixtarXh8R6PYwe+MNz85BdMky8Vh1fB+FegZYSeOAsMhJCQUl6vKPPr2BeQtg5aTQDfaP2cMw98ZOlRnHlSgAkhhDh72O3w3Xd6yfHKK+Huu0/YZggfHzILMrHYLTz+/ePYnDbmXj0XT7MXfzttzPGLJjTHYPcguPk+uOoyUA596ejoUiaxijK/7Fmw43kIvxAa3KqfcxXofR49S+vWF+K/qVEFmOSACSHEOcwwYPduGD1ad8lPn64rpsJthggKIt+RT4olhXe2vsO6I+t4rtdzNAlrQo7h5g1TAMc8PbHdo2jWGIZPgCCXnv2KiSml7wt05pfLqrcbclmh/VS93ZDhBsOpZ79k6VFUghpVgEkOmBBCnMMyMnTTfWIiLFig73TMz4eAAAgPx+l2kpCbwL6MfUz9dSrXNL2Gwa0H4wTW2+18EBhB6I/g/gKeXAAxnlCQp/u+fH1Leb2izK/U9XDsM2g2EgKb6OeceTrt3uxVlV8BcR6pUQWYEEKIc1RBAcyaBd9+q0NXO3bUPV9KQXQ0BpBsScZitzDy65HU8q/F1N5TUUpx1JHPXL/aGHbIvB1GPQ8tmoDK07VbqX1foDO/nBbYOgECm0GzB/XjLht4+IBXWScK8d/JXZBCCCGql8ulC6+pU+Gyy+C++3QMhcNxPDMiK1/3fU1ZO4XD2Yf58OYPCfEJIdftYqXbj7/8fFGj4IqO0GcIBNvApPTsV6kriEWZX3vm6PiJiz8Gk5deBjXs4NNAlh5FpZICTAghRPX6+28YORLCwuCVV3ThY7VC3brg5UWBs4DkvGR++PsH3t/xPo9c+AgX1rkQF7A1P58lYU3w3AZhH8Ho7yDcDe58qFtf79N9iqLMr5xdcHAJNLwTwjvr51xFS48n71EkxJklBZgQQojqY7HAww/r/R4//FAXYTk5eurK3x+XW+d9pVnTeOKHJ+hYuyOjuo4CIMFmZalPLJkeJtQ98PwcCAoGc5bu4S+17wv0HY8uK2x5QjfZx43Tj7vtehZMlh5FFZAeMCGEENXD6dR9X6tW6eb7Ll103ERwMISEYBgGKXkp2F12Rn8zGrfhZu7Vc/EweWBxO/nZ4cNXQX4wD+7rCc0vhIA8CPTT/fulKsr8OvgW5OyGdi/ohHvD0L1fvtH6LkghKpnMgAkhhKh6hgE//QTPPw89e8KDD+o7Hr28jjdu5RRkk2PL4fW/XufPhD+Ze9Vc6gXXw2UY7LVYmR/QDCNF0fYTuO0tMDvAz63jwkpt3yrK/Mo7CntnQ8w1ULuPfs6VB97hYC4tJl+IM0/KfCGEEFUvMRHuv1/fojh7tm7ENwwd2GUyYXPaSLIksTN1JzN/m8mAlgO4oeUNACQU5PGhiuVQsAmf8TDlJXCZwT8PYmPK6PsCcOQW3vU4EUze0PY5/bjbAcoDvMOq5K0LATIDJoQQoqrZbDB8OBw6BO+9p/u+LBaoXx88PXG5XRzLPYbNZWPk1yOpG1SXyZdNBsDisrMt35tltQLgG3imO4TUBZUDsRHg51fGa7qdYEuBY59D+npoP033fxmG3mzbv74sPYoqVaP+tUkSvhBCnOUMQ894ffqpTrzv2hVyc/W6YWHXfJo1DafLycSfJpKYm8jcq+cS6B2I2zDYn1PAK+46OJWiz7fQq5+OEIvx0XVcmWzpUJAC2ydDeFeof4t+3GUFr3DwKKtjX4jKUaMKMEnCF0KIs9z69fDUU9C9u46eyMvT2wwVft/OKcghsyCTVftX8dmezxjTbQwX1L4AgGP5Fr7Li2V7QzMhC+CpB8HiglAHxJa2z2ORosyvHVPAbYMOL+mD3Q496yVLj6Ia1KgCTAghxFksIwPuuEPH08+dq5cifX11AQbYnDYSLYmk5qUy4ccJdK3TlQc763T6XEcB+3J8WRAcAHtgdjsw+YKRD81qg6dnGa9ZlPmVuhYSvoTmD0NAY/2cKx98a4OptE0ihahcUoAJIYSofG43PPAAHDwIc+bo5nuT6fgti27DTWJuIgAjvhqBl8mL2VfNxmwy4zbcHMxxMONYHWwxikF/QlwcZBVAsxAI8C/nde1Z+mPrRAhqAU2H6cddVvAKBY+ymsaEqFzShC+EEKLyLVgAH3ygQ1e7d9dJ9w0aHL9lMTUvFbvLzpw/5rAleQuL+i8iJjAGgKMWCz/tr8tfl5io9R2MvRyybFDLE2LDy3nNosyvvbN1/ESXRTpo1e3Uz3tHVO57FqIcMgMmhBCicv31Fzz2GFx4IYwapfu+YmLAW2/3k2vLJTM/k7+S/mL+n/O5tc2tXN30agBybPnsTw5idqAfKg/m1QGHG9wGxJW1zyMUZ35lboW/34JGd0GY7iXDZZWlR1HtpAATQghReXJzYcgQ8PGBefP0LYu1akFgIAB2l53E3ERsLhuPfP0IjcMa8/SlTwPgdDuJz3YzdX00tgsVQw5AwxDILIC4CPAtq+8LdOaXPQu2PqmLrZaP6cedVvAKBo/y1i2FqHyyBCmEEKJyGIbO+9q9G955B4KCdAN+4T5BRX1fZpOZx79/nIyCDN684U38PHVfVkKulc++r8+2m01EHoRH6kB2HtQKhpiAcl7X7QRbMvy9FHL3wkVvgmcAGC5Qht5sW4hqJjNgQgghKsfSpbrwevBBnffl6alnvwrXDdOt6dhcNj7Y+QHfHPiG8T3G07pWawCy861s2RPOIh9fCIUZfmC3AT7QIgzKWnkEdOZX7gHYOxdir4XoK/TjzjzwjgaTzD2I6icFmBBCiDNv504YMQI6dtR9Xy6X7vsy676rPHse6fnpHMs5xjOrn+HS+pdyzwX3AOBwOTiYZuKl5RE474TrU6C5S2d+NY0E//J+cjnzdQG2bRKY/aDNs8WPewSCV2Alv3EhKkYKMCGEEGdWQQEMGqTvcJw3DxwOiI3VG22jC6yE3ARMysSDqx4kwDuAmX1nYlImDMMgISuft16ry98PK4Jz4FET5OVDZC2o7VXO6xZlfh39BNL/gNYTwSdSLz3iAt9aVfHuhagQmYcVQghxZo0YAdu3w5IlOuE+Ovr4Jo2GYZBkScKkTLyw9gV2pe3irevfopa/Lo4y8vJY/Us0H3h7QhuYlAlGno7sahRwmh9a9iywHoOdL0JEd6g3SD/uzAPfGDCV17UvRNWSAkwIIcSZs3w5vP463HuvzvsKCtKhq4Uy8jOwOqz8cewP3vjrDe7ucDeXN7ocgAKHjb3xPkyfFww/QQ8LXJQDLi+IDoWg8l63KPNr5xS9xVD7wu2GXPn6jkdPWXoUZxdZghRCCHFmHDgA998P7drpvi8fH4gsvuPQ6rCSmpdKviOf0d+OpmVES564+AlA3xGZkG5nxnOxpD+p8PSExyzgdEJwFNQ2ldN4X5T5lfQjJH4NLUZBQEO9JGk4wae8wDAhqofMgAkhhPjv7Ha46Sb99zlzdL9X7dp6uyF0pldCTgI+nj4M+3IYFpuFD27+AB8PHwAycvN4/906/Oplhn4wLAeCLRAYDRFe4FveaztyIT8Jtj8DQXHQ5H79uDMPfKPBXF7jmBDVo0YVYEqp/kD/Jk2aVPdQhBDi/PLoo7B5MyxcqKMmYmOPbzNkGAbJlmSUUizdvJTVh1bzwuUv0Cy8GQB5tnw2bAzitXl+eG2H+g64Pg0Cg8EvAMrdMKgo82vvbChIhQsX614vVwF4+IJnuQuXQlSbGrUEaRjG54Zh3BccHFzdQxFCiPPHxx/D3Llw551wySU6bsLH5/jTWQVZWOwWDmQeYMovU7iy8ZXc3vZ2AFxuF4cT3EweFw2TFPZaMDZdp9z7hEMkUG7rvC0d0jdB/DvQ+G4IbV+49OgAn2hZehRnrX9UgCmlTEop+XVCCCGEdugQ/O9/0KoVjB4NERHHtxkCyHfkk5KXcjxyItw3nJf7vIwqLIxSsvKYN60eB70UjmFwQx60yIOQWuBtgnJ/nXZaIT+5cLuhOtBybOHjeeBdS5YexVnttAWYUupdpVSQUsof2AnsUUqNrfyhCSGEOKs5HDBwoO6Uf+UVCA/XH4VcbhcJuQn4ePjwzM/PcCDjALOumkWYbxgA2VYr33xZi4+XeRO2EoINuCtZr2Aa3hBNOT+kDLfu+zr4Blj2Q/sX9d2OLhuYvcErpLLfvRD/SUVmwOIMw8gBrgdWAfWA2ytzUEIIIc4B48fDH3/AlCnQqJHO+yqc2Srq+wL47uB3LNu2jOGdh3NxvYsBcLic7NplZtpToUQ+BRmNYXg61A3UgfXBgF95r23PgpxdsG8B1LkBonrpuyHdNr35tiw9irNcRQowT6WUJ7oA+9QwDAdgVOqohBBCnN1WrYLp02HwYOjbVzfdF24zBJBtyybHlkNmQSZjvx1L+6j2jO2mF08MwyAh1coLE+phDVBYJ0DHArg6H0LCwMVpGu9dNh07se1pPevV5unCx/PAp5aeARPiLFeRAmwhEA/4A2uUUvWBnMoclBBCiLPYsWNwxx3QvDk8/jjUqXN8myGAAmcByZZkfD19GfnVSOxuO3OvnounWbfTZ1isLJ0fy4ZfzTRdBXYPeCQZakeDzXyaxnvDgIIUOPwBZGyANpPAOwLcdn33oyw9inPEaQswwzBmG4YRaxjG1YZhGMBhoFflD00IIcRZx+nU+zzm5+sZsPr1j28zBIV9XzkJeHt48+rGV1l/dD2TL5tMw9CGABQ47Py62pc35gbQbjzsiINbMqFTKJi8dTZSuY33jlzIPQC7pkHkxVD3Zl2UuQoKlx5r1M39ogb7x/9SDc1ZGYMRQghxlnvsMVi3Tvd/dex4wjZDACl5KbgNN9tTtjNt3TSua34dN8fdDOilx4Pxdp5/Ioaweor0SRDrgAcc+sbJfE7TeO92QkGS3m7IcJbYbihPz4KZfco6U4izjvyqIIQQomLeew9mztR/j4jQtyuWaHbPKcgh25aNy3Dx0KqHqB1Ymxcuf+F45ERadh7Tn65PwhETXb+Ao94wJgPqRECBgkBO03hvS4OEbyDpO2gxBvzr630flQd4h1Xa2xaiMpSZhK+Uqm0YRmJVDkYIIcRZats2uOsuaNtW537ddtvxbYYAbE4bSXlJBHgF8MjXj3Ak5wgfDfyIYB+9oGgpKODDd0L5+nNvbpwCX7SAy3Lh2mBQZnACtcp7facV8g7BjuchuDU0vrdw6TFfF2Ky9CjOMeVtRbRYKRUKrAa+BtbK0qMQQpyHMjLg2mshIEDv89i5M/gW787oNtwk5ibiafLkk92fsHLXSh7t+iidYzsD4HK72bRRMXNyBK27wNFR4OmGSYYOzLdwusb7wsyvPa/oWbCub4LJQweueoXpLYeEOMeUnXFnGFcBl6ILsBuA35RSHyml7lNK1aua4QkhhKhWLpeOmjh2DGbNgjZtTii+AFLzUrG77CRZkhj/w3g6x3Rm5IUjjz9/NMnC84/VRZkVfd6FP3zgoTxoHAgO9ExASHljsGdB2no4tBya3AchbXU/mDKBd3h5Zwpx1ip3M27DMArQs19fAyilGgJXAXOVUtGGYXSp/CEKIYSoNhMmwHffwdNPQ69epzTd59pyyczPxM/Lj4c+egiTMjH36rl4mPSPlyxLPvNeimXHNg/GL4WFDaCFDR7w1+1j+UBdypkNcNnAehS2PgV+9XTvF4DLCv71wGQu60whzmrlFmAnMwzjb2A+MF8pJZtsCSFETfb++/DSS3DzzXqj7ZOa7u0uO4m5ifh7+TNj/Qw2JW5iwTULqBNUBwCH08VXX3jz7tIArhkC+26CLBMsAbzMuvgKRIdMlqoo82v/Qsg7CN2W6+VGlxW8QsGj3JZ9Ic5q/7pr0TAM+5kciBBCiLPI9u262b59e5g0CWJiTmi6L+r78jB78GfCn8z+YzaDWg3i2ubXHj9m594CXnoyhrqNFddMhZV+MMQOnbz1dipOdO9XmRy5kPEX7H8N6g6AWpfopUeQpUdxzvtHM2BCCCHOA5mZuunez09vst2w4QlJ9wDp1nRsLhtOt5MRX42gfnB9nuv13PHnU7OtTH68LllZJiYvh2kREOGGCYWXyUMXX2UupbidUJAA258GzyBo/bR+3GUFvzq6CV+Ic1iF/gUrpXyBeoZh7Knk8QghhKhORU33R4/CkiXQuvUJSfcAFpuF9Px0AjwDeODLB0jJS+GzwZ/h76UXEwvsDt6YG8y6n3146FnYeQHs84b5LghSeubLzGka722p8Pe7kPkXdJytc76cVvAKBs+ASnrzQlSd0y5BKqX6A5spbsRvr5T6rJLHJYQQojpMmADffgtPPAGXXQahoSc87XA5SLQk4ufpx/s73+fLfV/yePfHaRfdDtBp9z+vdbNwZgTdLofL7oWFQdDTBdcW9stbOU3ivdMK2btgzwyodSnUuREMFygDvMtdtBTinFGRHrCngS5AFoBhGJuBBpU1ICGEENXkgw/Kbbo3DIMkSxImZSI+K54nf3yS7nW780CnB44fE3/MynOP1iUoWPH4LJgVAG4FL5hBoRvv/Smv8d4N1kTYMVn/vd2LegzOPPCOkqVHUWNUpABzGoaRXekjEUIIUX127IChQ6FdO3jqKYiNBfOJEQ+ZBZlYHVZMysSDqx7Ex8OHV/q+gqkwhd6Sb+eliVH8fcCDcXNgVySsCYBRQH2KG++jyhuHLRMSPofkH6HlWPCvC8588AgEz8BKeetCVIeKFGDblVJDALNSqqlSag7wayWP6zilVCOl1BtKqQ+r6jWFEOK8kpVV3HQ/ezY0aHBK032Bs4CUvBQCvAKYum4q21O2M73PdGoH1gbA7TZYscyDz1cGcfswaHsJzAqDJgbcXziJlgeEU07jvcsGlv169iukLTS6Wy894gLfE2fjhDjXVaQAGwG0AmzAciAHeOS/vKhSarFSKkUptf2kx/sqpfYopfYrpcYBGIZx0DCMu//L6wkhhChDUdP9kSM66T4uTm85VPIQt4uEnAR8PHz44eAPvLrxVW5tcytXNrny+DF/bS1g+jMxtGoLd4yDN30gyRNeUrrgKmq8P7GjrATDgIJk2DUd7JnQflrxdkM+UWAqc6MiIc5Jpy3ADMOwGoYxwTCMzoZhdCr8e8F/fN2lQN+SDyilzMA8dNJ+HHCLUiruP76OEEKI8kycCN98o5vvL70Uwk/N10rJS8FtuMnIz+DBrx4EoGudrsefz8guYOKoWJwOxZOvwmHgvRAYCFxUeIwVvdl2mbn1jlxI+hGOfABN7oeQ1nqjbQ9/HUMhRA1TkbsgOxXuAblJKbW16OO/vKhhGGuAjJMe7gLsL5zxsgMrgOsqes3CPSo3KKU2pKam/pfhCSHE+eHDD+GFF2DAALjtNoiOPmWZL6cgh2xbNl4eXjy06iGcLifPXPoMVze9GgCH0830FwLZstGHcVMU4TEwOwoCgImF1yhAN92XGR7hdoL1kM788m8AzUfrBnzDqWe/ZOlR1EAVuZ1kGTAW2Aa4K3EsscCREp8fBS5USoUDk4EOSqnxhmG8UNrJhmG8BrwG0KlTJ6MSxymEEOe+oqb7tm110n2dOqc03RdtsO3vqbcaWn90PbP6zuLmuJuPH/P1Ny7eXhjBtTdAt5vgey/Y4g3TgTB0470d/Q2+zDLKlgp75kHeIei+Qm835MgFn1pgll3vRM1UkQIs1TCMqsj9Ku3/pmEYRjrwQCnPCSGE+DeysuC668DXVzfd168P3t4nHFJyq6F1R9bxyu+vMKjVoBOKrwPxBUwaXY+YWHjoJcixwasxejljYOExViACOPHqJTitkPY7HHwd6g2EyIvBVQAePuAVcqbfuRBnjYoUYJOUUq8DP6Ab8QEwDOOjMzyWo0DdEp/XARLO8GsIIcT5ze2GW26BQ4dg6VLddB90ao9VhjUDm8tGnj2PEV+NoGl4U56/7Pnjz1sLnEwcE0laipmlnyhcJngrFiwKXkD3t7jQv1mX3XjvBusx2PY0eIZA64mFS48O8ImVpUdRo1WkAPsf0ALwpHgJ0gDOdAH2J9BUKdUQOAYMBob8kwsUpvb3b9KkyRkemhBC1BATJ8LXX+usr0sugYiIUw6xOqykWdPw8/Tjf1/9jzx7Hh/c/AF+nnpLIsOA11715OdvA3n0cajVBv72g0+84UH0DwzQs18xlNN4b8uAg0sgawt0mgdeYYVLj5FgLnPOTIgaoSIFWDvDMNqcyRdVSi0HLgUilFJHgUmGYbyhlHoI+Ab9/3WxYRg7/sl1DcP4HPi8U6dO957J8QohRI3w0UcwZYpuur/9dqhd+5RZJqfbSWJuIr6evrzy+yv8euRXZl45k2bhzY4f89ufdua+UI9u3eC6YWB1wcsRetnikcJjbIAv5TTeu2y68NrzCkRdBrHX6cfM3rL0KM4LFSnAflNKxRmGsfNMvahhGLeU8fgqYNWZeh0hhBCFdu6EO+7QTfcTJ+qme48TfwQYhkGyJRkDg9+O/cbM32Zyc9zNDGw18Pgxyak2xj0Yg4+P4rnZYHHCD3Vhv4I3AT+KG+8bUEbjvWFAfhJse1Z/3u5F/afbBgENQFUkolKIc1tFCrAewJ1Kqb/Rv9QodHN820odmRBCiDMjO1sn3fv4wCuv6KR7H59TDsux5ZBry6XAVcCIVSNoEtaEKZdPOf68Jc/F+FGh7N/jzbyF4AgDdwjM84KrgSsKj8tH932VuYjoyIXDH0DqGmjzDPjFgtMC3hFgPnVcQtREFSnA+p7+kLOD9IAJIcRJ3G4YMkQ33S9ZAi1bQnDwKYfZnDaSLEn4evpyz+f3kGvP5b2b3jve92W3G7wyw4tvPgsBINMFPp7wTIjuGXmm8Dquwj9PjXMtGo8TcnfDzhchtAM0+h+47aA8wDvszL1vIc5yZc7zKqWKbovJLePjrGMYxueGYdwXXMo3FyGEOC9NmgSrVsH48XDxxRAZecohbsNNQm4CXmYv5vwxh3VH1jHlsik0j2iun3fDivfcvDq9Fn36wIwF0KYX7IiCnxSMQTfbQwUS722psONFcGRD+6mAScdO+NaWpUdxXilvBuxdoB+wEb2kX3Ip3wAaVeK4hBBC/FeffALPPw833qib7mNiwHRqkZNmTcPhcrA5eTMz1s/gpribjvd9GQb8/IuT5x+vQ4sWMHUOHDNDZBTc76k3Cr6r8Do2wAcILGs8TiskfA1HP4ZmD0FwnF569ArX4atCnEeUYdS80PhOnToZGzZsqO5hCCFE9dm1C7p00f1e77wDzZrp4NWTWGwWjuYcpcBZwJXLriTIO4hVQ1bh7+UPwJ59Lm69Nhqn3YOPvlTkhUOtEJgXBouBz4AL0L+V56Ib70vt4jLckLULfr4alBku+04vOxou8K8PpjLnzEQFKKU2GobRqbrHISquIntB/lCRx4QQQpwlcnJ0072Xl066r1ev1OLL4XKQaEnE28ObkV+PJMeWw8J+C48XXympbh6+J5z0VA8WvqGwR0KQLySHwhLgdnTxBcWN92W20NsyYM9MsB7WS48mH73Ztm+0FF/ivFTmEqRSygd9R3GEUiqU4iXIIIqX+88q0oQvhDjvFSXdx8frpvsWLSAk5JTDDMMgyZKESZmYv2E+vxz+hel9ptMiQseoWq3w+KgAtv3lx+y5EN4WDDPUrgXDld7ncVzhtVzoGbAyG+9dNkhZA38vhfq3QGQ3cOaBVyh4+J3hL4AQ54byZsDuR/d/tSj8s+jjU2Be5Q/tn5MmfCHEee/pp4ub7nv0gKioUrf0ySzIxOqw8lfSX8xYP4MbW97IoFaDALDbYdpLHnz7WQgjRkLn68Dmhvq14BUzbAYmAEXfaYsa70v9jd4wCrcbekon3bd6Ut8JqUw6dkKI81SZM2CGYbwCvKKUGmEYxpwqHJMQQoh/45NP4Lnn4IYb4NZby2y6z3fkk5KXQoGjgAdXPUjDkIa8ePmLKKVwOmHFcsXrr0Ry1VUGt49VpNmgWQx87AWzCq9RNG9lR+d9nbqbZCFHLuxfCNk7oPMCnXLvyAH/urL0KM5rp80Bk+JLCCHOAbt366T71q2Lk+69vE45zOV2kZibiJfZi/u/uJ+cghzevfFd/L38cbvhl18Uz42rRcs4mDRHF1/1w2G9L4wFugO3Ar0Lr1cA1KeMxHu3EzL+hL2zIeoKiOmv+768gsHDv5K+EEKcGyoSxCqEEOJsVtR07+mpm+7r1wf/0guclLwU3IabRZsWsebQGqb1nkbLyJYYBuzdrRgzLBx/PxOzlyoyTVA7AOJD4D50P8obFMdMWNGN92UGSBSkwNZJ+q7HdlP0HY8Y4H1qFpkQ55saVYBJE74Q4rzjduvlxoMHYelSHTcRGlrqoTkFOWTbstmRsoOXf32ZG1vcyC2t9da8Kckw8v5gMtM9efsjhTMCwjwgNxzuACKAdyguvtycpvHeaYW/34a0ddD2eb3dkCMHfGPBVKN+9Ajxr5R3F+QFZT0HYBjGpjM/nP/GMIzPgc87dep0b3WPRQghqsQzz8AXX8CTT0K3bhAdXWrTvd1lJ8mSRL4jnwdXPUiDkAa8cMULKKXIzYXHHw1gxxY/Zs03CGsL3k4wR8HtJl1sLUM32hfJA6Ipq/HeDVk7YNdLEHoBNLwDnPngGQReZca0CnFeKe/XkOmFf/oAnYAt6GX+tsDv6E26hRBCVJdPP9VN99dfr2fBYmPBfGpju9twk5ibiMlkYtQ3o8guyOadG98hwCuA/HyYMdWH7z4P4sFH3LS7zoSRD8GxcJsHJAMfAI1LXO+0jfe2DNjxPDgs0GGafky5wadWWWcIcd4pM4bCMIxehmH0Ag4BFxiG0ckwjI5AB2B/VQ1QCCFEKfbs0dsLxcXp/R5jY8Hbu9RDM6wZ2Fw2Xt/0Oj8f+plnej1DXGQcdju8v8KTRbND6XuNi4FjTbisUCsKRvrADuBVisNWQc+GFQBRlNF477LB0U/g2GfQdDgEtQCXFbyjZOlRiBIq8r+hhWEY24o+MQxju1KqfeUNSQghRLlyc3XTvYeHbrqvUwcCS1/aszqspFnT2JG6g2m/TuP65tdza5tbcblg7Rozz40PI661m8fnmLHlQ3QYPB0Aq4FpFN/tCLrnywLUpozGe8MAy0HY9gwENIbmI/Vdj+YA8JSlRyFKqkgBtksp9Tq6/9IAbgN2VeqohBBClM7thiFD4MCB4qb78NJb4Z1uJwk5CeQ783lo1UPUD67PS71fAhS7d5kY82AYAYHw4ptmXArC/WFhKHwIjAGGnHS9XHQfWJlR144c2DkV8o9Cj4/A5KVnv3xrldqXJsT5rCIF2P+AYcDDhZ+vARZU2oiEEEKU7bnnKtR0bxgGyZZk3LgZ/c1oMgsyeevGtwjwCuDYUXjkgWCyMs0s/Bh8wyFAwZe1YJ7SOV+PnHS9XHTkROn3V6Izv5J/gL/fgga3QsSFOoTVNxpMnmfyKyBEjVCRINYCpdSrwCrDMPZUwZj+NYmhEELUaJ99pu96vO664qR7j9K/jefYcsi15fLW1rdYfWg1L17xIq0iW5GZCRPGBrFzqy8vvuqifhszHjbYWBcmmaAPMIUT+7vygAD07FeZ81j5CbDlSfCJhLgJ4CrQ+zx6ltmqL8R5rby9IAFQSl2L3vrr68LP2yulPqvkcf0rshekEKLGKmq6b9FCN93HxICPT6mH2pw2kixJ7EjdwdR1U7m2+bXc1uY28vJg9sv+fPdlAPc/6uDCa82Y8uFwLIzy1M328znxN/N89B2PtSmn+HJaYc9syNkFbZ7T/V6GE3xK34dSCFGBAgyYBHQBsgAMw9gMNKi0EQkhhDhRUdO9yQRz5+qm+6DSZ5bchpuE3AQsdgsPffUQdYPrMvWKqdjtiveX+7BobhC9+9u5ZYwnKg8yo2CYN9QDlnJic30BuuiKobxb5t2Q9hvsnQvRV0LM1eDM02n35lO3QhJCaBXpAXMahpGt5LcYIYSoeoahlxv379dN902bltl0D5Cal4rNaeOx7x4jMz+Tz275DB9TID/94MHzE0Jo0cbBo694Qh4UhMIDgbroWgaElbiOHR05UZ/T/KAoSIetT+qG+3aTwW0HDx+96bYQokwVmQHbrpQaApiVUk2VUnOAXyt5XEIIIQCefRY+/xzGjYOuXaF2bT0TVgqLzUJmfiZvbX2LH+N/ZNKlk4iLaM3O7SYeHxlGQJCb597ywE8pHL4wMkz3d70N1ClxHSe6AKsLlNs+77LBgdchbT20Gg8+0WDY9Z/yS7sQ5apIATYCaAXYgOVADqfeICOEEOJM+/xz3XR/7bVw2206bLWMpnuHy0GiJfF431f/Zv25vc0dHD0KYx4KJSfbxPNvGUSHmXAqeKI2/K3gdfQ3+CIu9CbbddC9X2UyDMjeDrumQlhnaHA7uIqWHss9UwhBxe6CtAITgAlKKTPgbxhGQaWPTAghzmd79+qiq0ULePpp3XTvW2r8KYZhkGRJIqsgixFfjaBuUF2m9Z5GZqZi4tgQdm7z5qmF+bRp5Yu9AF5sAH8q3XBfck85Az0jFgP4nW58jhzYOkn3e7WfCm6HXoaUpUchKqQid0G+q5QKUkr5o3em2KOUGlv5QxNCiPOUxVLcdD9nji6+yrm7O7MgE4vdwrgfxpGen87C/gvBHsjslwP4/is/7nw0jz79fXHkw6K68K1Z3111XYlrGOisryjK2eOxiNsJh9+HhC+h2QgIbKp7v3yjQVVkYUUIUZH/KXGGYeQA1wOr0DfL3F6Zg/q3lFL9lVKvZWdnV/dQhBDi3zEMPfO1bx+88go0aQKRkWUenu/IJzUvlWXblvHj3z8yqeckGge25oN3fXh9XhCXXmvlnkf9cOXBRzHwrhc8ANx30nUsQDjlBK0eH58bcg/Atqd14dXsocKlx3Awlx6LIYQ4VUUKME+llCe6APvUMAwH+pels47kgAkhznnPPQeffgqPP66b7mNiymy6d7ldJOYmsj1lOy+ufZFrml7DLS3vZPWPnkx+KoTm7QoYN8sLVaD4KRJm+8GN6J6SkizoWa+I043NcIM1EXZO0cGr7afpZnvlAd5hpztbCFFCRQqwhUA84A+sUUrVRzfiCyGEOJO++EL3e/Xvr0NXY2PBs+z7EFPyUki3pjPiqxHUCarDi5e9zPZtZsY/HEpAsIvnlkKQyYM/AuC5ILgYmM6J3/jz0TEUUZQTtArFxVfy98XbDYV10on3vrVl6VGIf6giTfizgdklHjqklOpVeUMSQojz0L59Ou+reXNdhEVHg1/ZrfA5BTlkFmQy/sfxpOen8/HAT8lMDuLxkWHk5pp4+SMr9SMD2AJMiIAWChYBJaNR8wEzpwlaheLiK2MD/DlcPxbWRW+07RUOHqXfHCCEKFtFmvDDlVKzlVKblFIblVKvALLGJ4QQZ0rJpPt583TWV0hImYfbXXaSLEm8u+1dfvj7ByZe8hQx5rY8My6E3Ts8eXhmDl3aBrDfCeNiIELBO0BgiWvYCv+MRRdhZSoqvrK2wu93670d206B2n1BmWXpUYh/qSJzxiuAVGAAcFPh39+rzEEJIcR5wzDgjjt07MQrr0CjRlCrVplBpm7DTWJuIltTtvLSupe4uunVXF9/KHOmB/DD134MfjSLG/oHccwG4+qCoXTKfa0S13AUftThNEGrRcVXzm74/S69zNjjfWh0J+DWdz2ayi3fhBBlqMhWRGGGYTxX4vPnlVLXV9J4hBDi/DJ5MnzyCYwfDxddpJvuzWUXNRnWDJLzknn464eJCYzh2e7TWfmeL4sXBHHxdTk8+HAAWQUmJtSFVBN8ADQucb4LvcdjPU4XtFpYfFn2w+//071ePT6EgMY6+8srFDxOmxYmhChDRWbAflJKDVZKmQo/BgJfVvbAhBCixvvyS5g0Cfr10033MTHgVfYG1laHlZS8FJ788UlS81J5pferbFwbzguTQmh2gZWJL3vgcnrydAzs8YBXgQtKnO+mOGi13K6touLLekjPfNmzoNu7ENwSXPlg8gTv094zKYQoR0UKsPuBd9Fbg9nRS5KjlVK5Sim5G1IIIf6Noqb7pk31fo9RURAQUObhTreThJwElu9YzncHv2NCj6cgoQMTRocRGObiudfsBHr78WIE/OYDLyroXeJ8Ax03Ec2JvWCnKCq+8o/C7/dAfiJ0fQtC2+m9HwH8YmXpUYj/qCJ3QZb7f1UIIcQ/ZLHAdYU59AsW6J6v0LIjUA3DINmSzF/Jf/Hi2he5qvHV9Ay8iwfuDMNiUbz0QRYNoiKY7Q9fBcAYYMhJ18hF53yFlDeuouKrIBn+uB8sB+GipRDeRW81hBP86ukZMCHEf1KRHjCUUqFAU+B4zLFhGGsqa1D/llKqP9C/SZMm1T0UIYQoXVHT/Z49sGQJ1K+vIyfKaLoHyLHlcCT7CKO+HkXtgNqMafsyz4wJZe8uTx5bkMxF7SJ510uxLBRuBR456XwLOuE+vNxxFRZftlTYMAyyd0CXRVDrEjBc4C7QxZdstC3EGVGRGIp7gDXAN8AzhX8+XbnD+nckCV8IcdabPBk+/hgeewwuvFCHrZbTdG9z2kjMTeSp1U+RkpfCSxe/ylvz6rD6O18GjUnl+n6hfG0yMzsC+gBTODFQ1YpO0Y6knKDVouLLngEbH4b0DdBpDtTuo59z5oFvrOR9CXEGVaQH7GGgM3DIMIxeQAd0FIUQQoh/oqjp/ppr9CxYTAx4lz2j5DbcJOQm8M62d/ju4Hc82vlJdn9/EW++FsglN2Yx7EFfNihvJkfrZvv5nLiskY+OmYimnG/2RcWXIwv+ehRS10CHlyH2Wj1b57TopHvPsvvThBD/XEUKsALDMAoAlFLehmHsBppX7rCEEKKG2b9fb7LdpIluuo+IgMDyW2xT81LZmLCRqeum0rtBX+qnPMCLT4fSvJOVxyc7OewZyPhoHSmxVJ14Z6MNPeNVbtBqUfHlzIEtT0DSd9B2MtQfVFh85YJPLfCSVQUhzrSK9IAdVUqFAJ8A3ymlMoGEyhyUEELUKBaLTrp3u3XTfWSkLsDKO8VmIT4znlHfjiLKP5ohETN59H/hBEc6eWpuJs6gGEbXAj8FyxSUzKMvbJenPuV8kz9efOXCtmfg2GfQ6kloNFQ/77TobYa8yr45QAjx71XkLsgbCv/6tFLqJ/Q2RF9X6qiEEKKmKGq63727uOm+du1ym+4dLgcJuQk8tfopki3JzOzyCVNGNSLfqpiyOJGIOjHcH67IN8NHSifaF3GiZ7/qceK+jyeOqaj4ssDOqXD4PWg+CpoOK7yIBbyCwCei3HEKIf69MgswpVRpG3xtK/wzAMiolBEJIURN8sILxU33F12km+49yv7d1zAMkixJvL31bb49+C0j207ivWm9OLDHk8fmH6Vdu1o8EubBMS94R0GrEue60U33dSlxy/opL1Ci+No7B/5eAo3vgxaP6udd+WD2BZ8oKb6EqETlzYBtRGf3lfwfWPS5ATSqxHEJIcS5b9UqmDgRrr4a7rxTz3z5lFkaAZBZkMn6o+t5ad1L9KzTh/RVo/nlB1/uGJdM775BPB3qw1Zf3XDfo8R5BjrrKxZ912OpioovVx4cfAP2zYMGt0Prp3Sx5crXG2z7xuh9H4UQlabs9gDDaFiVAxFCiBqlKOm+SRN4/nnd8xUUVO4p+Y58DmQcYMy3Y4j0jeKCpAXMfD2Iy27OYsg9MC80mDUB8JQbritRHxWl3EcBZb5CyeIr/l3YNQ3qDoB2UwqLL0m5F6IqVSQHTCmlblNKTSz8vJ5SqkvlD00IIc5ReXlwww266X7+fAgPP23TvcvtIiEngYk/TSQxN5EhQYuY+2xD4rrk89CkLD4Jj+SjILjXDfef9J3bgk64L7NdvmTxdfQT2P4MxFwNHWboma7jKfd1JOVeiCpSkTnm+UBXine2yAXmVdqIhBDiXFbUdL9zJ7zySnHTvan8b7cpeSks3bKUbw58wy11nuSNCb0Jj3by+KwENkbX4dUQE9e64KmTLpOH3tuxFmUErZYsvhK/gc3jIOoy6DQPTB7FKfe+dSTlXogqVJEYigsNw7hAKfUXgGEYmUqpMm+uEUKI89qLL8JHH53YdO9Z/qxSTkEO646s46V1L3FhZG/WThuPrUAxackRUhvH8mKYB11d8Ir5xN+arehm+2gqUHylrIFNoyCiK3R5DUxexSn3fnUk5V6IKlaRAsyhlDKj2wxQSkWib7YRQghR0tdf66b7q66CoUP1Ho++5Rc2dpedvel7Gf3NaMK8a+H6dAmH9nryxKtH8bognPERPjR1wRKPE2MlCtABq7UpYymjZPGV/gf8ORxC2+vNtc2+xUGrvjGSci9ENajIEuRs4GOgllJqMrAWvd2YEEKIIgcOwJAh0KiR3u8xLAxCQso9xW24SchJYMKPT5KQm0jr+KVs+DaWu8an0bCPJ09EBRFqwDKzXmYsYkf/FlyHMn6LLll8ZW6F3++FoOZw0dvg4V8i5T5KUu6FqCYVCWJdppTaCFyOnuW+3jCMXZU+MiGEOFdYLHD99eB06qT70FCddn8aGdYM3vhrMd8e/Iaepmf4YcEV9B2cQ48785gQUx8DxbsKokusLzrRBVh99D6PpyhZfOXsht/uBP960G15cbFVlHLvXVrcoxCiKlRkCZLC/R93V/JY/jOlVH+gf5MmTap7KEKI84Vh6OXGHTvgjTegXj29yfZpmu6tDis/xf/ES+teIs63D2snTqDtRQUMeTKZKfUak2ZWLHdD0xKJEC5031c9oNR2+ZLFlyUefr1d7+XYfUVxsVUy5V4IUW1qVNKeYRifG4ZxX3CwTKkLIarISy/BypXw6KPQtatuuvcq/z4lp9vJntQ9PPrNGII8Ijn8ytvUqm0wcuZh5jRsyF4vE7MdcGGJX5EN9B2PsYBfaRctWXxZE+DXW3RvV/f39FIjSMq9EGeRCs2ACSGEKMU338CTT0LfvvC//0GtWuBXanl0nGEYJOUm8fj3T3DMcozIb36kIDeC8e8dYkWrevzp58Gz+dCvRO9+Ucp9FCf2ghUfUKL4KkiFXweD8tDFl1/hTpGSci/EWUX+FwohxL9x4ADccgs0bKj3ewwN1R+nkW3LZsGfC/nu76+J2f8sqb9fzGOzklh7YTjfB/owzAp3n3TjpAUIp4yg1ZLFlz0b1g0Ct10vOwYU7hgnKfdCnHWkABNCiH8qL0833Tsc8OqrEBysZ79Os6xnc9r4fv+PTFs/lShrH46+M477n8zg6NWevB8WxPV58EQpxVcQUGrHVsniy2nVxZcjRzfcBzXXx0jKvRBnJVmCFEKIf6Ko6X77dli8GOrW1X1f5vJnltyGm91pu3nkm9F4uyNInruMfrda8b+ngOlRMfSwwnRvMJWo4fIBX/TS4ymlXcniy23XPV8FSbr4CmlTeExhyr1fPUm5F+IsIwWYEEL8E1OnwocfFjfdx8SctukeIMWSwuhV40i0HEW9uZoOHQLp9Ewyk2PqElegWGgGnxLfkfPRQasxlLJUUbL4Mtzw661g+Ru6vgnhnYuPkZR7Ic5asgQphBAV9c03MGEC9OkDd92lN9gOOH2KfK4tlxlrF/Djka/xWPsctdWF3Dw/hWn16xDthMVuCCkxQVXYsUUsugg7QcniCxOsvwOyd+rthSIvLjymKOW+tqTcC3GWkhkwIYSoiKKk+wYNdPREcDCEh5/2NIfLwapdPzLzzxfxOdYX859jGf5pCtNb1sbHULyRr6hTIjmnsGOLepQStFqy+FIeOmQ1YyN0ng/RVxQeIyn3QpwLZAZMCCFOJy8PbrgBbDZYuBCCgvQ+j6dpujcMgx2J+xj13cOo/AjsK95i9KuZzL8onAKTmXnZirig4uNd6D0e61BK0GrJ4svkBX/cD6lr4YIZENu/+DhJuRfinCAzYEIIUR63W2d8bdsGr79e4aZ7gJTcDEZ+NYakvKMY765m2DgPPrzWmyQvL2alKrpHFNdwboqDVk/p2CpZfJl99cbayd9DuylQ7+bi4yTlXohzhhRgQghRnmnT4IMPYPRo6N4datcG79PfUZhny2fyT3P5JeEr+OEFrr2sPZtGGOzy8+PpFOgXWrxbkYGOm6hNKUGrJxRffrBpNCR8Aa0mQsM7i4+TlHshzimyBCmEEGUparrv3RvuvVf3fAWWmkV/AqfLxfubfmD+5hdgf186qJHYX3bye2AgD6Ya3BYIniUavHLROV+ndGydUHz5w9Yn4cgH0OJRaPpA8XGSci/EOUdmwIQQojQlm+6nTgV/f33XYwX8ceAAj/08ArclnNhNb9D8WxsrwkO5OcPNCB8TviXWGC3ohPtT2vlPLr52TIa/34Qmw6D5qOLjXDZAScq9EOcYKcCEEOJkVivceCPY7brpPjBQLz1WYGnvcEo2D38/mrT8w/h+9QNXvu/H4tgQeuW4mGCYT5hAswL+QC1OClotWXx5BMDumbB/gV5ybDWhRONYUcp9fUm5F+IcIwWYEEKUVNR0v3WrbrqvU0c33Xuc/ttllsXOpJ9fYUPql6ifn2fInA4siQuifZ6T53M9iIgpPjYfHTMRzWmKr32vwu6Xoe7N0Pb54uLrhJT70wfBCiHOLtIsIIQQJb38Mrz/PjzyiG66j44GH5/TnlZgc7Nk0w+8tX0K7O/DwDsfYlnPQBrYnExL96BOid74wkXDU4NWTy6+/n4TdjwHMf2gw8vF/V1FKfe+sZJyL8Q5SgowIYQo8u23uun+iivggQcgNFQHrp6G0wk/7D7M0z+OwJ0XRs/YV/n69gCCnG6mJZppHFU8gVYUtFqHk5YgTi6+Dn8AW56AqCug0xwwFR59POU+RlLuhTiHyRKkEEIAHDyom+7r1dPREz4+EBl52tPcbthyJI9Hv36YHONvmiR9zZ7FdXADLx01aBNlOp5a4UTPftUDTlg0PLn4OvaFjpuI6A5dFurgVTgp5T4IIcS5SwowIYTIy9NN9wUF8N57en/HmJjioK4yGAYcTHby/E9z2FPwGUG7nsFY0pMMDzNTD9vpHOqDv78+1o1uuq8LnLCgeXLxlfQ9bHgQwi6Ai5aAucTRknIvRI1x1hdgSil/YD5gB1YbhrGsmockhKhJ3G645x7YsgUWLSpuuvc8/V2FiRkGSzev5pO/n8GccAV1549ll58nE45auMQ3kJAQfZyBzvqKRd/1eNzJxVfqWvjjPghqCV3fBo8SR0vKvRA1SrX0gCmlFiulUpRS2096vK9Sao9Sar9SalzhwzcCHxqGcS9wbZUPVghRs82YAStW6Kb7iy+GWrU4IairDBm58O3fR5n203DID6XVo2+wI8KXYYnZXEMAkZG66b6o+IoCTlg0PLn4Sv8Tfvsf+DeAbu+CZ8lNIiXlXoiaprqa8JcCfUs+oJQyA/OAq4A44BalVBy6V/VI4WGuKhyjEKKm+/ZbGD8eLrtMN90HBXF82qoceQXwe0IB45c/it33AC16LWFrXD0GpWYwMD+Q6Gh1fPWyKGg1tOQFTi6+srbB+tvBpxZ0X3HiEqOk3AtRI1XL/2bDMNYAGSc93AXYbxjGQcMw7MAK4DrgKLoIA7lrUwhxphw8CLfeqjfXnj5d7+8YdfoZJpsD/kxwM3nZqyQFfUB05JPsvuZKrsjM4u4Mf2JjzMdXL/PQezueELR6cvGVswd+vUXPeHV/XxdhRSTlXoga62wqaGIpnukCXXjFAh8BA5RSC4DPyzpZKXWfUmqDUmpDampq5Y5UCHFus1phwADIz4fXXtPbDFWg6d7pgs2JsPzb9axzj8fXuIykYRPplJvLw4lm6sV4H1+9tKKb7U8IWj25+LIchHWD9V2O3d/ThVaR4yn3dSTlXoga6Gxqwi/t107DMIw84H+nO9kwjNeA1wA6depknOGxCSFqCrsd7r4bNm/WxVedOrr48io/Td4wYGcyrNuexKKd92AKDsExehnNbQ7GHiqgfu3I49sMFaADVmtT4rfck4sv61FYNwgMJ3RfCQENS7yYpNwLUdOdTQXYUfQd2kXqAAnVNBYhRE1jt0NGht5Ye8UKGD4cLrlEZ335+5/29H3psO2YnSeXP4rReC9et35LhHcYT/ydSsPQGMIK27bs6MiJ+pT4Bnty8VWQrIsvhwV6fABBzYpfqCjl3q+OpNwLUYOdTQXYn0BTpVRD4BgwGBhSvUMSQpzzCgp04bVqlb7jcdcu/Xjz5nqT7dDQ8s8HDmfBrjSDcS8tIb/Nu3h3ewq/hj154sAxGnrHEh2tUEoHrdrRxdfxRcOTiy9bhl52LEiB7sshpHXxCx1PuY+VlHsharhqKcCUUsuBS4EIpdRRYJJhGG8opR4CvkHP3i82DGPHP7xuf6B/kyZNzvSQhRDnmvx8SE+H337TTfa//aZT7mfM0MuNl11Woab7lDzYmgYzXtzE0Raj8Ijther1JOPjj9CMaOrEeGA261u0reiUe++ik08uvuzZuuE+77DO+QrrVPxCknIvxHlFGUbNa5fq1KmTsWHDhuoehhCiqhmGLrzS0mDnTpg9G776CsLDdc7Xbbfp4FWnE+rX5/geQWXItsFvCfDJW5m8mtYdVScD0/C/eDLDQZe8YJo1CMbPTy85WtB3DQUeH8tJxZczTxdfmVvhosUQddmJL+bIBa8w8D399kdCnEwptdEwjE6nP1KcLc6mJUghhPh3DENvJ5SaCkeOwKuvwvvv6wJr9Gi4/34drpqXp/u9YmNPW3xZnfBnEmxd4+LVLaOg3W6Mm7/j4Rxol+NN/Tq6+DLQxVcU5RRfrnz4bShkbobOr55afEnKvRDnHSnAhBDnLrcbLBY945WeDkuXwuLF4HLBHXfAww/rJnurVfeCxcTovq/TLDva3bAhCY7tgwkL3oSr3oSek7groD1dE3OpF1XveF6rBQinRNDqycWX2663F0pbDx1fgZirT3wxSbkX4rxUowow6QET4jzhckFOji66rFY92zVvHmRlwQ03wNixeonRbtfHhYbqZUiP03/LcxqwORXSUuCxMdtw3PAQNOjF9W0eps/RNGqH1CeqlgmldNBqEHB83uqU4ssJGx6C5B+h3YtQd8BJ70NS7oU4X9WoAswwjM+Bzzt16nRvdY9FCFEJnM7iwsvp1P1d06dDQgJceqneVqh16+KZMQ8PXYhVYG9H0L1cOzMgJQOeGZlLyjWDwT+Qrn0WMSgxiXDfetSJ8cJkKg5ajaIwxPDk4stww1+jIeFLaD0JGt5+4otJyr0Q57UaVYAJIWooh0PPbmVm6s/XrtV5Xnv2QPv2MHMm9Oihn8vP1zNkERF6X8fTpNsXMYADuXA0E96YbLC13Ujw2kXjq79gRKaLABVFo3r+eHpCPvqbZwyFQaunFF8GbHkCjqyEFmOgyX0nvtjxlPv6knIvxHlKCjAhxNnLZtNFV3Y2mM36zsYpU+DPP6FRI1i4EK65RvdOuVzFTfZRUadNtj/Z0XzYnwLfL4NPLG9B06WEdHuC5zxb4GX1pknDUHx8wFZ4fCw6L6fU4mvHcxD/NjR9EJo/cuILFaXc+9eXlHshzmNSgAkhzj4FBXqZsWgZ8dgxeOkl+PZbXVy9+CIMHgyenrrgsVr1ebGxEBDwj5vZk+16m6Hd62Dm5zvghuF4xvRkZoN7weKmcZ1ogoIUhfNW1KMwaPXk4gtg9wzYvxAa/g/ixp84lqKUe/+6YPb5718nIcQ5q0YVYNKEL8Q5rGSGl9WqZ7BycuDll+HDD/XM1uOPwz33gJ+fPsdu18VaWJhusjf/816qTCdsTYLU/fDEs3kwYhDK7s/zF87E22qjQWQDIiPMuNB7PB4PWi2t+Nq3APbMgHqDoO2zJxVfJVLuPU6/9ZEQomarUQWYNOELcQ4qmsFKTdVLjl5eusF+1iwdK2EYcO+98NBDHN9w0e3Wy43e3v+oyf5kFjdsSYX8FHhshIFtwgg4vJP7rlxBPZcv4X61qVPbG6Pwjsc6gC+UXnwdXAo7nofYa6HDtBPvapSUeyHESWpUASaEOIeUzPByOHQx5eEBr70G8+dDbi7cfDOMGaOXFovk5+sCrVYtCA6ucJP9yQoM2JoBtkx4aiQkTngLDizh4g6PckVgezyNEJrWD8JkhlygNhAApRdfh96DrRMgujd0nK2jJUpy5oJXOHiH/auxCiFqHinAKsLprFB+kBCiAlyu4sLL5QIfH/3/a8UKvU9jcjL07g3jxkGLFsXnOZ16piwwUBdfnv/+7kEHsD0LrJkw7znY8r9dcHg4MbW78UiTe3E6fGjZJEKvgqJzvoKh9OLr2Gfw1xiIvESn3J98V6PTAl7BknIvhDiBVBUVceiQ7uUID9e9J//hG78Q562iDK+MDD375eurZ6++/FI32B88CJ07622EunQpPq9oidJkgjp1dJP9f2AF9lsgMwNWvQOft7aCcyDeHn68cOFMCgrMtKpfmwB/ExZ0wn04lF58JX0HG0ZAeCe48I1TG+sl5V4IUYYaVYBVWhN+0W/pycn6h4G/v84X8vX9V02/QpxXHA4dI5GRoYuQosJr3TodKbF5MzRrBkuW6JmvkoWKzaYb7cPC9Md/+P+WDyTYICEbbNmw7VeYlQH0Hgl/7eDJy97G5AqiUXQsEWGeWAF/oBagSiu+UtbAH/dDcCu46C3w8DvxBSXlXghRjhpVgFVqE76HR/Fv3jabvi3eZNLLIcHBukCT33CFKGa36/DUrCz9f8XfX/8f2b4dXngBVq/WezPOmAE33XRicXVyk73Pv49syDcgoQCOZOvVQD8PSD8C478Fxr4Nn77BwFYjaBzYkcjAKOpE+1KgdMxENGUUX+l/wu93QUAj6LYMPANPfFFJuRdCnEaNKsCqjLe3/jAM/UMiO1sXaCEhukjz9q7uEQpRfQoKisNTPTyKC69Dh2DaNPj4Y/1/ZeJEGDr01OKqKMk+OhqCgv71LzYFbjhqhUNZ4LZBoCd4BUBGGjw4D+yzd6HeHEaLyC7c2HwYPqZgmtQNwWHSWwvFAubSiq/MLbD+dvCtDd2Wg1foiS8sKfdCiAqQAuy/KFpOAf0DIyNDNxZ7e+vlEj8/ad4X54/8fB2empen/90HFcYtpKXBK6/A22/rWa6HHoLhw/XMcUlFTfbBwXoboX/Za1nggiN58HcmKCcEe+vYLbsNPlsBC7+C9HesmN8fiJ/Jm7EXzQKXD3GNa6G81PGgVY/Siq+c3fDrEPAKge7vgU/kiS9uuHS1519PUu6FEOWS6uBMMZv1b/qge16SkvQMWUBAcb/Yv7xdXoizVlGDfFqaLsC8vPSyPOg7HV97TTfVFxTo5PrRo/XM1snXKCra6tYt/n/0D+U7ID4HDueCckOIN3h4Q242fPgWLPsCMu8EPgG+fBhX2nbG9HwLT8KJaxCLt5/5eNCqV2nFl+UArBusG+27r9C9XSe8D0m5F0JUnBRglcHTs/i3d5sNjh7Vs2UhIXpWwNtb+sXEuc0wiqMk7Hb9b7poxstuh3fe0UGq6f9v783jJKmqvO/viYjMyLX27q7q6uqF7gYFHECbXUZkRMVBRUFlUUdHHR0flxnnmRnnWd7PO+/zcXQenRmX0VFwQVFBQEQZdRBXEJBNFBqQBnqt3quruqpyje2+f9zIyqzqqq7srupamvv9fKIi8mZExs2bkRW/POfccw7Aa16jM9hPNjmmUtH7d3Vpq/FR/EgpVmHrQW31cizoSIJtwe5+uPE6+O7dUPkAyIMKcRTL7v8se574Mmed+gHW5M9kXXcP7W3JsUSrqcnEV3EH3PsWLbJeegtkVx86HibLvcFgOAKMAJuOe+6BX/wC3va2o4vtaowXGx3VsTGJBLS361/6R1gw2GCYVyYmT02l6havKILvf1/HeW3bBuedB//jf8AZZxz6OmGoLWepFKxZc8TfLaWgUIYtg7Db0wborjRYApuegG98Ae7cCOrvgM8rLOVz8iPXM/Tgp9k59BQAG9Jr6WnvYkVPnlF0zFd2MvFV3qPFV1CC82+G/PpDO2Oy3BsMhiPkuBJgxyQNxVvfCtu3w2236YzcL3vZ0U2FnxgvNjAA+/bptrY2LcZMSgvDQiUMdQ6vAwf0djpdD55XCn71K51S4okn4OST4Vvf0t+VySy9pZI+pqdHi7cjsAZHEYwWYcsB2BtCIgmdGRAFD9ythdcD+8D+fxTqFrArw6z91WfZ99svsrG0m5Wt6/ngWf+MpZKcv+JS1q/spCCwDGiZTHxVD8B9V4I3AOfdBG2nHtopk+XeYDAcBaKUmu8+zDobNmxQDz/88Oy82NNPw4c+BL/9rRZNfX1wzTU6nmXJkumPnw7P0wvU48VSKRMvZlgY1JKnHjigRdPE3He/+x187GNw332wciX83d/B618/+fXr+zpOrLVVf3eOYIJKGMLwKGwfhH0KEi7kHD3h8K4fwDe/CE8LJP+PwnstJA9up+/Xn2Lnxuup+AVOW3Yel5/8Pk5b+scUq1UccTjjxJWEKYcOoEtFyETx5R2Ee98Mo8/Bed+ErnMnGZ+CTkGR6jZhBYZ5RUQeUUptmO9+GJrHCLBm2LRJuwrvvFPP5Lr3Xu1GvOQS7Zo899yZ//NVSseL+b6+ebW3a0E2g/xHBsNR05jDqzF5ao3nntPZ63/4Q10h4q/+SluLJ3OpNwbZd3fr2cFN4vtwcBj6D8IBC5wUZC2oFOD2b8G3r4M93ZD+uKJ8seDu/C1L7/4Eu575HgrFBSsv5YqT38eqllMYKZexxWbVsi66O/MESYss0DOZ+PILcN9VcPBxOOdrsOzlh3YuLIOV1Lm+TKJVwzxjBNjiwwiwZti0aXz5k2ef1UHGt9yib1Br12oh9qY3aQvWTIkiHZwchlromRJIhrmiWq3n8LJtLbwaf1zs2aMTp950k/5x8N736mWq8kCVilZRS5bo70aTlt1qFQaHYM8IDCX0pMK0wNBeuOnL8N0bYPQUyH9SMXouuM/8F233/DN7+39Fyslwybqref0L3k2Hu5zhYolkwmHV0i66u/IkHIsS4AK9KsKaKL7Css7zdeBBOPNLsPySQztYy3Kf6TOJVg0LAiPAFh9GgDXDRAFWo1yG//xPbRV75BF9Q3rd67QYO+OM2XFJBIG+G0WRFmHt7aYEkmH2qVS0m7FQ0JaqiZUdhofhC1+AL39Z/zB429vgwx/WsxcnIwy11Sub1YWzmwiyV6qeSuxAGYZdEFcLpf5NcMMX4YffheClitZ/VQyfGpD6/bdI3fspDg4+SUd6GZe94F1csu4aEpJjtFTGTTqc0LOEJe05HNuiClSBNFp8OYeIryo88C7Y90t4yeeg7w2TvLcqoHS6CZNo1bBAMAJs8WEEWDNMJcAaeeIJLcRuu03feE45Rd+k3vCGGRcPHsPztBgzJZAMs0FN8QwM6MD4ZPJQl3elAtdfD5/7nLb2vuEN8Ld/q8sDTUUtyH7ZsqaC7GtVhwYGYMSHQgoiFxIRbPwNfOM/4J67wLlUkf+XiKGVo6Qf/CLy4GcpFXezqvUkLj/5vVy4+jIC36ZYKZPJOKzpXkJXaw7LsqgAPrq2YyeQnsztGAXw0F/C7h/B6Z+E1VdP0lkflKez3JtEq4YFhBFgiw8jwJqhGQFWo1DQpVa+8Q148kl93BvfqMXYySfPTn+U0jfGIDAlkAxHTi156v79WtAnk4deO2EIt94Kn/oU7NoFF14I//APcOokswBreJ6+Ltvbtdt8miD72sTKwUEoRVBMgZ8EK4B7f6xnND7xO8hcFZH6p4jBtl2k7vs3wke/gu+Pcnr3S7ni5Pfx4u4LKVdDStUy+WyCVd1ddLXmQCzKQAS0AW1RiKt8LbS84fHiS0XwyIeh/zZ40T/C2ndPMm6hdj1mV5pEq4YFhxFgiw8jwJrhSARYDaX0zMkbboA77tA3ppe8RAuxSy+tp6SYKVGkrRhRpG+itfxipgSSYSKT5fCaGFeoFNx1F3ziE3oG8Omn61xe559/+NctlfQ119Mz7bXt+9qjOTgInkA5A2VH66E7b4ZvfQn6t0P7+yLkf4cMqo2kfv1/qT51CwK8bNXrufzk93JC26mUKwElr0x7a4K+JV10tOSIlKKifOwooCOskg/LOGEFiEChCz2KDXa6/p5///ew9Vvwwr+Hkz50aKdVpGc8ZvtMolXDgsQIsMXHcSXAGvKAveeZZ56ZvRc+GgHWyNCQtibccIOePdbWBm9+s541tnbtrHUT39cWDRgfL2ZSWjy/CcO68ApDLbwmE+gPPaRTSjz0EJxwgs5e/6d/engXYq1w9pIl2iV+mGutUtFezOFhCCzwcjBqweh++P7X4OavKYZHhO6/96l+RDE0+DPcez9JddsvSDtZLll/DZe94N10pnoplQO8cJT2FmFVVzttrkMQVfDDKkki2pQiK4KFrYPkxZl8pqJSsPEf4bnr4MQPwMn/MPk+waguPWQSrRoWKEaALT6OKwFWY0FYwCZDKZ0v6YYb4Mc/1i7E88/XVrFXvWp2s+JXq9olZFn6xmhKID3/qOXwGhzUVqqpJm88/bS2eP3kJzpu6yMfgbe85fCzbmuFs3M5HWQ/xbXbGGZWLoNyoJqGYRt2b4ZbvwR3fEdRDYXV/1Tl4Lt8Dm67lcS9n8QfeJLOTDeXnfhOXrP2zWScLKVigTAapiuv6G1rJZ/K4FkWATZpy6ZdEqREaPoqf+qT8PSn4YR3adfjxO/HWJb7pSbRqmFBYwTY4sMIsGZ4/JeQy4OV1Xl/rOTM8/7s2wff+Y5OZ9Hfry0IV12lk7yuWDEbvdY0xouZEkjPDxp9fJPl8Kqxc6eO8br1Vi2k3v9+ePe7D+9CrCkq0GItl5tU1NcC6/fv178DbBcqKRiy4A+/he98Hn7xI4Wdg7X/UmHP5QWGn/wK9gOfISzsYXXret584tVc1HshEllUqiG+VaWrLUVPRxeZVBueZaGAViCPni15RGz6PDz5T7DqKjj9/07+nfZHdJb79CwkXTYYjiFGgC0+jABrhsfuhGwrqCCOIVEgKR3Aa7kzE2RhCL/8pbaK/exn+gZ30UXaKnbRRbObbiIMtWWs5oaqiTGT0uL4wPPqObws69AcXjUGB+Hf/13PbgR4xzvgAx/QxbCne/1KRe/X2TnpddMYWB+G4LhQTsIA8Ju74KYvKH73gJDpDln36SJbLtzL6KOfx/rtl4n8Ii9ZuoE3r7+Slyw7Bz9IUPYVkvDobEvS09aBm8zgiWCjA+tzHGU9tc1fg8f+F6y4DF7yWR0TNhGT5d6wiDACbPFhBFgzbLwLrEw95YNSsRjz9bagExaNCTL36ATZzp3w7W/DjTfC3r3Q2wtXX60tY8uWzd77gfHxYqYE0uKmUtHCa2Rk8hxeNcplncfrC1/QMWFXXKHrm/b2Hv71a+Ys19WZ7CepztBodANw01C0AvZUA+76Ltz0JZutzyXoXFfmhE+P8uSLNlN86DPwxC1YCBetfCVvOultnNB6os624vvYSY+O1iTL2zqxEmkCEVygHcgAR3ylKgWF52DH92DTp2HZxXD2dZPn8jJZ7g2LDCPAFh9GgDXDgSegFOo7TM2lM/EGF/mxICO2kLl6tpSVii1kR2Bl8n0dj3PDDXDPPfqm+qpXaavY+efPrkiaqgSSiRdb+NSyltbK/EzlOgwCnbn+X/9VC/tXvhI++lE46aTmzhEEOs6rre2Qa6JSVgwNhoyOBNiWj5usUFEVdgx73PLNFr7zjTYGBxKsPHOE3k+VeXTJA1Qe/DfY+ktSiRyvO+GNvGH9lXSmlmnhFfi4aS28luY7kUSaSIQs2uKVgubju5SC4mYYuB/236fX1X3151/yeei77NDjTJZ7wyLECLDFhxFgzTCySVu3Ah9GRmFoULtfDpcENfJjK1kEKG0Vc7JgpUESYDXpONm8Gb71LR0vNjQEa9bo2ZNvfvP0LqMjZWIJpJoYMyWQFg61HF61qPbJkqc27vvDH+qajZs3w5ln6pQSZ501/XlqQfb5vBZfjqPzYEU+KgooFyoMDpSplqo4jsJ1oSjw5B6Xb36ljTtuzlMuWZx6yUHa/78iD8iP8R74N9j/JG2Zbt6y/kouWXMZaTuP50GgfNxMlfa8S2dOCy8RoRVoAZqKWFQKilu10BqIBVdlj34utQy6ztMFtTs2wOgz0H2xDk5rxGS5NyxSjABbfBgB1gw1AVYjDGB4BA4OaQHWjOtOBVqU1XIRWUmwMzoXkSSnF2SVir6Z3nCDThPgujqf2NveBhs2zL61qrEEUjqtxZ4pgXRsiSK9hGF9HYY69ioI9Nr3dZvrHn4ixb33wj/9E/zud9rS9dGPwsUXT3+dRBGURkEiWNIJKVtbhMIqUaQolvTvAD+wSbgOiaRD2RLuf9Lh+i9m+PmPsogozrryAIm/G+K+oZsJHvo8FPawov0k3nbiW3lZ38VIlKDqQSQ+6UyVlrxLR1YLr4RI8/Fdxe2x2IqX8m7d7i7RYqsmunJrm3jvJsu9YfFiBNjiwwiwZpgowGocjRCrMU6QKf1r28qCk4ktZIf59f3UU3r25K236lieF75QW8Uuv1xbLGabWgkkEZ3OwpRAah6lDhVVUaSFVONSa5+IiL6mLEuL39r2VGzcCB//uJ7YsXy5jvG64opDhbNS2qKl/DjDexUqw+AV9efb2gJ2AsQiVA6jBYehg0IYQjqlfy+UgR/dneRr12b47X0Z0tmAC94zQOk9O7lv29eJHv0q+EVO7Tmft514DS9eehaBL/gBYPmkch4tmSStuS5sJ0VKhA50ncYp32GpXwutmkux3K/bk51aaC05T4uu3Lojuz5NlnvDIscIsMWHEWDNMJUAqxEGMDqqTQNKHV3y09i9gwr1Y8vRgf92Jk59MYkgKxbh9tt12aONG3Xy1Te8Ad7+9sOXjDlaTAmkOpOJqonWqjDU240oNV5UNQqrmQjabdvgk5/UZbDa2uCDH9SzG103doUHugRPVIWooi09te++UlCugpuBpd2Q0rFkng+FURg6qHdLpXRXRwP49h1Jvn5tji1Pp+hYUuWiDw2w/bIneeip61BPfRcRm/NXX8Lb113NCW3rxybfiuORzvnk0y65bCcJJ0U+djVOGt9V2jnepVjartuT7Q0WrvMgf+LRj5/Jcm84DjACbPFxXAmwY5YJfzoBViMKtRAbHDx6IVZDRRB5sSBTcemUrF6shLaS1W44SsHvf6/dk7ffrkXSGWdo9+TrXjd7ZY8aaYwXO15KIE1lrWoUVUGgF6XqYqrGkVqrZoOBAfjMZ/Rnb9vw7nfCe94JefdQoSUCWPpaEkc/rn2GS5boXHciVKp6vsno6PhQx4FR4dobk9x4fZ6BPUlWri3y8r8Z4NGzfs1jj10L2+/GSbZwyboruOaEN9GZXjqmQx3XI5n2yGdTZNKdpJwU7SLkmRDfVd5TF1sD9+mYLoBEG3SdUxdcLSfNzuxEk+XecJxgBNji47gSYDXm3AI2kZoQGxrSN/Ca6WAmqEi7iyI/NhPYsXUso+NVJKnvksPD9bJHzzyj3UlXXKHF2Pr1M+vDVASBvpErpUXYQiuBNJULMAjqLsAg0M9Nhm3XxdVsWKtmQi0FyuhBuPbLcN1XoVKFN10K/+3t0L0UHWRox3GF9uR99ePPrCUPHR0oO0Glon87lMvgJOqx/dv2wOe+5vK9G1spFRxedOYw539kDz/v+y82/e6LMPAHMvleLl9/NW9a9VpSdhbPi8uTpj0SaY90OkUu3UkukaYdHd9lA1T21sXW/vuguEWf1GlpEFznQuvJs58OwmS5NxxHGAG2+DACrBmOVIDViOIafLVSMLMhxGqMCbIgFmTSIMhcIAEPPqiF2A9/qEXGuedqIfbqVx87t+HEEkj5/LGJF1PqUFFVs041Wqt8/9DjRObHWtUsKordhmG8eLHrMIBqCW68Hb7wDRg8CK9+OfzNX+rajc2McW0WpeNA1xKidIZiUV+ivq8vi9qk10f/oPjsdWnuuqONKBIuuHiQ0z+0jdsTt7H999dBcR/tXafyZ+vfyqt7L0RUAs/T3XAzHsmUj+OmaEl30JpI0wFkKvuRAw1pIQrP6pM5eeg8O47jOj8WXMd4wofJcm84jjACbPFhBFgzHK0Aq6GiuhALgmMzm1CpOKA6qIsMO60D+wdH4JbbdTqL7dt1FvNa2aOVK2e3H439aSyBVIsXm64E0uGsVY2iKorq77PRFVizVjWKqoU2WaAWAE8ssMZiszwttohTl2DpMdy6EzbvgE1b4Du3w8AgnLsB/u6DcNoRxPpVqzqwq6ODIN9GoWQxNMRYYL3tQBQpfn4//Pu1WR64p41kKuSSNw6w4t1PcMvITezb+E0IyixfeRHvXXsV53WdQRQKVQ8cG9xcFScRYLkp2tIdLIlKtA3cj1tzK45u0n1xctB5Vt2l2HpK86lZZgOT5d5wnGEE2OLDCLBmmKkAq6HijOIHDmghkUrru9axYCxbvwdKdHJYlYT7fw/fvhXuisseXXihDtq/6KJjF78VhlpIRFE9XgwOFVUTA9Zr1ERUTVTZU7jVFhKTWrH8WGT5cX44Cx3fJzBcgM39sHk7PLcVnt0Cm7fCjl2Hzo78b++Cj/xl82MQhtqvmErjtXUxWnE5ODx+4m7FC7jtRzZf/EorzzyRo7XD5/XX7Me94j5u2flNDj5zB4jN+hPfyAdXX8HJLSfge9qTmUyAm60iCR9XqvQWn2HJwUdIDtyHNfIH3Qc70yC4zoW2P5pbwQV6zMOy/jySrTo3mMlybzhOMAJs8WEE2HR4B3VgcGIWA3RrQqzm9zmWQmzsnBPKJ+3ZC7fcCTf/APbug54ebRG78kq9fazwfS26lDrUWrWYcow1ZcUCqFnoLMCCPQdikbWlLrKe3QoDB+qvnUzCmpWwbg2sXQNrV+vt3m649yG46AJwm8xTVS6DUlRalnDQz1EoCHZDtaLB0Srf+E6Cr3+9kz070yxfVeHyd+xh4GX/xfef+walnfcjqTZOf+E1fLjvdaxIdY3NaHRdyCX3kys+Qufo43QO/47UaE1wpaHjzDgtxLnQdtr8JTaNAj0hQQQS7fq7bPJ8GY4zjABbfBgBNh13vQwO/EbnFWo5Ua/z6yC/HrJrDs2kfSSoSMfjHDgwd0KskcgHvww/vw9u+j7c86AWQRf/ibaKXfCyhRMXNR+oKLZexRUNVPXwVqzaDMNAwY6dWmA9uzUWWbHYKpbqr9+SHy+yakJrxfKZi1E/QFUqlBMtDFkdlD1nrExkpCL693r8x9dcvnvzUkaHE7zg9AJveOc2Hn/B7dz5h6/jDz2D1bqK8095Bx/qfgVtdkbHd3mjLI8epbP8G1pHf0uu8CyCQlkp6NyAdJ0LXedD+2k6fcp8Ela1KLaS4HbFlSgWkcg3GI4AI8AWH0aATcfDH4ZNn4WWU8Afrid+BMDSiRtzsSDLx+Istw6Sbc2fQykoxa5Jz9d3ycQ8pHPYsgVuug1u/SEMDcPKFXD1m+AtV0JX99y7jI41k1qx4oB3GnKyNVqxxI6Dwy0olbW78Lktdbfhc1tg2w4IGmZU9iyrC6y1a+qiq6vjmExOiAolil6CQXsJvpMeC6z3I5+Nmzy++JU8P75jKYEvnHXRMK95+x/4eft3uOcP3yQqDeB0v5hXnvJO3t9+NumwTP7go3SUHmFp5WFypacRIiIridf+YuwlLyXRdR60nz6zHyOzhVJ1N6OT1bMb7UlqtxoMxxlGgC0+jACbjrAKz14Lyy/VN5igBIXNupZc4dl4/Zxui7z6cW4X5NZDfq0WZzWRlu6ZOu5EKSjHFjHPA3eehFjVgzt/rmPFHnxU371f/TK45go481xIZJorn7QQOForltj6c1JKB72PcxnGgmv33vp5HBtW9R0qsk5YBbm5Se4ZFKsURkKGpIMw20I6bWHZikpY4VcPBHzlq53c+8tOnITiotcPcv5VD/I9/9v87pnbUEGZ1NrX8Ob1V/BBVaBz9BHaRx+mtfKUFlyS4GD+ZIqdZ5FediGtS84hsZAyxqsQwoqeEey06Rgv42Y0PI8wAmzxYQRYMzQThB8FUNpRF2Sjz0LhGb32h+v72ekGN+a6ujDLrq5bEJTSsTuDB3SOp5Q7fwWxNz0HN34XbvshjBZg/Rq46nXw+ldCa3vz5ZOOFUqhyznFAiuKc6VFFSCOeUP0pEJosGJZjMuRFYbQv2t8XFbNsjU8Uj9fJg0nrK4LrHWr9XrlCh2NPg94lZCR/VWGgwzS0UEqn0QRUvBKfP9OuOH6bjb+vpVca8BrrtzPC1/7M7418E2e3foTsBOsO+Fl/O+Odl5XeYqW0pNYhEQ4jOZP5WD7aexrPQ3VdTZrsj10OC4LyokXVnXMnSTA7dTfU+NmNDwPMQJs8WEEWDPMZBakUlAdqFvLRp+Nt5+F8s76fmJDZuV4UZZbC84KGPV1CgF3HoVYqQz/+RP49nfhsSd03oLXvhKuej2csh6o1bOslU+akK1/JhxixfJiV2HNiqWAeKYnk1ixGqlUYMv28S7D57bC5m3a6lijsyMWWavr67VrtDtxgbizKhXFwX0ehZKF3dlOqjOLpzz2jxa45bYUN97Qy45tGZb1VnntO3bTds73+PaOG9i171HSiRRXL+nkH1N76LVDImwOpk5hKL+BytINHGg/kYok6HLzrEm10ea4h5YJmi+U0tYu5Te4GTML5nMxGOYDI8AWH0aANYE3sAlJ5vRkvdn8Hx8U6+7MRmFW2BxbbmLcJZA5AZxeveRit2ZynsTA409p9+QP/gvKFXjRyXD15XDpxZCytVgSACsunxTXszycIGsUWEdrxWrk4PB4kdWY1qGxNE/f8rrLcMyytRraWmdzxGYNpaBcEYYGAsqjPon2PMmuFsr4bNk/zI3f7uC2m3oZGkyy/pQil73zacK+T3HT1h+xqzzM6gT8TRv8WYtFmDuZA+kN7E+/hGLr6WTaM1SsMr4K6XHzrEy10eosgLiuGrWC2aBLEyVbF0bcmcGwADACbPFhBFgTPPPYRgJyWFjYlkXCEZJJIZHQqbMSCS3MLFtPXrNnmvszCnTR4UZRVhNpQYM7zEpDenXDskavUyvnxh04Mgq3/1iLsU3P6VinN16qxdiJaydk64/L49hpbSUjitM2+BPqFdZe3J7ailVDKR2HVRNYjTMODwzW90smdSzWOJG1Btb01evtLBDCEMJIp/6KIhlL7O8H4AeC7ynCchU3bSNLWijYIU9uLnPjDd385+3dqNDnz97wM/70ku9xT/VHXL9/NwMhnJmCK3vXcO6Kl+OmTmd/4nQ8smRzkMooKlaFKArpdVvoS7WSW0jCK/K0q9FyINmhE6guhvhDg2EOMQJs8WEEWBP84r67SGb0jVopiBQQWYhysEWvLRwcy8ISG9uycSyLZEJwk1qwuUmLpGNh2aJFWmxNOyKhphRU92shNvQUHHgCipuhuh38hoBwbEj11gVZozhz8rM2LuP69cjv4Vu3wo9/qmdynnmGFmKv/pN6zqqxbP0+dTfhYaxYNTwftvePdxnWLFqlcn2/1pYGkbW6nt5hNtI6zJBa5aRGceXXSlEGQhAKgV838tXQDtUQK/SxowDLEaqtGUaSEQ89Ltz6jSWUtm7m5af8gste+lOSbQ/w2SGfr49CRcHJy9Zy8mlv48Ku13CiZ4+lYGvJg5VWVKWCpUL6ki30pttIL5TA9ZqbkUCLdrfTuBkNhsNgBNji47gSYCLyWuC169ate88zzzwza6/703vvpKttfL04pRQREZGKxraVUiiUXitQkRBGiihSqEiIAMHCEQfbEmyxSSYcXMcm4zo4jkXKtUjYElva9GJbgjWVFagaV1AeHYBoNwQ7obw1XrZAZbt27dVIdE4uzGbLnTk4BN+9Q8eKbeuHjja44nVw5Rthdd/hjy0Ux6d1qFm2tvdPntZhXA6tY5TWoQlqVZPCWFhFkdaMY+IqEMI4L6sCnSqCCEGBFSGWAonXSqGICPwqkV8lDEMixyZIJYncJJEV8txD/Rx8fBMntt7PeSfeRzpR5t4KfGIkx49GCoidwHnR1Zx8+vt5d9TC+mJprDxnLhZeFVUhoUJWua30pFpxF4zwimczEsVuxjbjZjQYmsAIsMXHcSXAasymBexnm3/G1379FS5aeRHtbjv5ZJ5cIodruchR3OwbhRtAEEaEQUSgFFGotHVN35rjv4ClcCwhlXBIJW2SSZtUwsaxbZKOjZtwSAQe9vAwUixhJZJY6TSWWFhEUJkgymrrsFDvmJWB9KoGcVZzZ/YdnTsziuDeB7UQ++mvtEK54BxtFTv9Rdp6NSayturHk6Z1WDM+CH4O0zooFYurmsAKwQ8Vnh9R9aEaQOgrAhWh0AlOIxUREiIqJLJDQKGsEIgIowBUGVuVcKIKNmXsqIytithhCTss6oUKjhVg2x5WVMUve0TVMvgFupLbcRN6ssC20gv4fqqLLw3s4MnhbZDugA3v55wXvpV3liNWFcp4vh7KfBuQUlTDCmkVssJtpTvVSnKhCC/jZjQYZoQRYIsPI8Cm4aTPncSmwU2HtDvikEvkyCdy5KZZ8okcOefQ9pSdakrEafeVIoyUFmyRIox0weYwUiiJtKvKEmxVIVEq4Hhl7KSFk3FxbCFhWyRtm6TtkLAsHLGxgyES1X7s6nasyjas8nakshXx9jWc3YbUisljzZp1Z+7dDzffDjd9b7zIAshm6nFZNdfhujitwyzO+BxvqYQgiggCRaBULKwiKl5ENQip+hFeAF4QEkU+UMRSJayoSEKVSVDGkTIJijhUsFUZR5WxoxK2quAovbbH2srYqoylynVRfdi+WhS9PCPlPAcLLYyUWxit5MmnRjhn3QPc9Nx7uPuUNN/dehv7C/3QvhY556+58ITX8tbhAssLlbEajblWUK7CDytkVUiv28aSVMvCEF5K6YkWUaCtXG5XnNLkeVx9wWA4SowAW3wYATYN9zy9ket+8ylO73kR1bDCqF+gMNUSFMaeL/pF1DQ3W0fsw4s351CBl0/kpxRxURRPIlQQVTzC4QKUS0QiRMkEoN1bYiksO8JxIpyEtq5ZFliW0uXyKOP6O3G9naS83SSr/SSq/TjeLqTBnRklOlGpVQ3C7ASs9BrEncKdGQTwr/8BX/q6Lih91Ruhe+lh3YZKKS2eUEQ1Fy9xm0JbE6OIQIVEKsKPIoLQJ/AKhH4BFRaJ/BISlFB+FaISVlDGispaLFHS4kmVScTbWlTVhFOlqetEYRNKhsjKEEqG0EoTSZrQyhBJhkjSBKQplLLsHWxj5/4Otu1fxpbdS9i0dSnbd3UwUm5hpJLDx2LF2mF6Thhi2ephulYepL13hGTrXu7a+DWeiJ6j5I9A7zlY5/13Lu5+KVcdGGBJsUoY6nkFqTyQVERhhbyKWO620plqJWHPUxqTRmpFsVG6LmOyDRZSUleDYRFiBNjiwwiwabjgAvj1rxVLlvosX+7Rs9yjp8eju0dv19oymWjccZGKKAWlcQJtUvEWTP180S8SEU3RM820Is7KkI8S5EJtsculWslYWbJ2loxkyVhZXEmNiSAVJ4TXszojLDvCdhS2HWFLQCLYRSrYgev1k/L7SXo7SVZ3Ykf1GoeRlcJLriBI9RGmVqJSq7RQS/XhRBaJX/yG4OXnEjo2EYogCoiiClFQREVFlF+AsIQKi1hRCSsqY0UVrLCEhGUItetOQi2krFBbl+woFk54Uw3X+M+IxJhgiqw0oaQJJUs0QTwFpCiJS1klKJCgHNmUlEUJm1IklJRQiUIqUZVq5FEKKgyMKPYORQwMBxwYDRmuBIxWAwKqkChBooy4JRLpIpZbhkSJyK7gqzJqms+c5Wdiv/JfeE3LC3jLwF7aCh5RBJkcJLMgCYUKyrQqxTK3lY6FIrwiP3YzWg1uxgXQL4PhOMAIsMWHCbKYhrPPhl//GlatqiICGx/L8tOftBEE490kra0BPctjYRaLs5pY61nusbYzOOL4cKUUpaDEqD96RCJuZ3HXEYu4rJ0h52T1YmfJORmydra+WFlydo6skyVn58lYZ5JPXEhrMktrNk2bUyRHP+lgB26wnaS3nVThcZyDv6i/H2z8xDJUDyT+cC2uqo4JrEbL2uEIcQklg0+KImlKKsWotFJiCUWSlCVBSTmUlE1J2RSVRVkJ5UgoKUVZKcpRRCWKKEc+1Vg0VcIqlahKJRygGnlUo+pYWzXyprVmTv4BCiTTSFsGhxSu5dKaSJFJJclnkuTSOVy7k5STwnZSBIkslWSWipun6GYpuDlGUi2MpPKoRFxIemgzZ627nL/et4/cgR0AZPM63ZrYimRQIe2FdKfaaUu1LAzhFZbrbsZ0DySyxs1oMBie9xgBNg0f+xhk23/PK15VwU2CiBCGMDiQZO+eFHt3u+ze7bJ7V5Ldu5Ls2O7y4G/ylErj0x6kUtF4cRava5a0pUs9nAmfhoiQTWTJJo4+6Lwm4sYEWuUghdEBCoUDFKIyBaoUgqJewhKj8fbuyj4KYdwelKYVcTZWLM60YMvZWbLOenLWqbTZER22T4eUaI9282xpHydkuihLG8WolWJkU1RQjoSygrKKKEeKigr1EgVUIp9q5MeCqEg1Gjqq8bCwSNkurpUkZaVI2UlSlotruWTsNO2JVlzLJW27JC2XlO1CmKI4kmfkYAsjB1oY2t/Ggb2tDO1tQ3lZ8NMQpOlsE3q7oW8lrFptc8I6YfV6j7a2EAUMOg67Ei67ky67Ei67knrZnUgy7IwXSq2BT4/vsd6rstyrstyvssTz2Nv9As7dsouUpci0auHliCIRC69l6XZa3QUgvFSk47tUqGMF0+3gpOe3TwaDwbCAMC7IJnj04YdwMsmxWW4REWEUoeLt2oxG0FFWKGF01GHv7hR7drns2e2yZ4/L3l0p9u7Rj4cGxwdB27ZiyVKPnp4q3cs9enoOdXmm07P4WfkBFAswOqpdQu7UU/2VUpTDCoWwOCbQtGDT4mw0KEwq4ur7HF7EOWKPiaAxcWSnYpHkjhNMbiyYUpYbb8f72XFbfGwqbnMntDniIKJD4SMgEr0OEPYNJdmyLcuW7Vm2bcuxfWuWHVszDA7U45McJ6K3r0hfX4FVK0dZtarIynUeK05U2K0Oe920FlXJJLtrIivhsieZpNJQo9BSiqW+R49fpcfzWO5rodUTi61spMcqDHXoXPyQhAOpFp2DN4nCDSqkVERXqo22VCvOfM8cjHydRsKyIdEOyRbjZjQY5gDjglx8GAHWBJsf20Qmf/hakLUcYLWAcdUQMK7zgjUEkEcRpYqif6fFzl0OO3cl2L0rwa7diTFL2v59LmE43mfZ1u6xrLtKd49eli2v0t1TYVlPme5uj9a2ECv2c4oIFtZYgL4giAjChJxifgDlIoyMaLfQYYTYTKiJuEH/IPcPPsxLO8+mxdHpPJxZLp48UVyFIoRAIDo56e69GbZtzbJjW4b+rVl2bM2yY1uW4mhdKGQyAX2riqxcVWTlqgIrV4ywqm+Ulj6PfS05drW1szuTZVc6E1uxXPYlkkQNfmY3iujxqvT4dStWj+ex3KuyzPdITHBrKgVhoFOeKaXfh52ARAocF5yE1jWuikj6FVwUnQtFeIUVLb7sJCQ7IZEzbkaDYQ4xAmzxYQRYEzQjwGabIIA9e236d1n077To77fZsctm506Hnbtsdu5yKJfH3+AymTC2nPmxFa3Ksu4Ky5brdWeXh1ghoWpIaiqAAhUGSLGkLWIiunyPZaFUdKiQQxDRSWXr2zIm8o4lhxNXvgWhWISA5wm7d6TZsS3Hjq1Z+rdm6N+WpX9bBs+rC772jip9q0qsXFVk1eoiK1YVaDnRp9qDFlbpDLsyOXZns+xOZRlOTOIq9Kr0eBV6vArdsRWrx6vQHngTCljXv2takEPg69xikYJQdMnMdEqXuEomIWkpXCAB2ErhxNsdC0F4jc1mjLSbMdmuZzOabPUGw5xjBNjiw8SALVAcB1b0hqzoDeHMQ59XCgaHLPp32uOWnbts+ne5bNyYYWjInvCaiuU9+jV7e0J6ewN6lwf09sairSfAXeqhigXUwWGdsd1NaMGjIqIxC19E0OCOjWILX0hIhNJlH5ExcQfoWpAqvjE33p8n6H8tqiBEoWJx5aMILCGKxZWyQOLpmsWCw+5tOXZuy7Fza46d2/L0b8uxd3eWKKpZAxVLu0v0rSrwRy/eS8+aIrlTPGQdHOx02ZvOsieV4fFUN3tSWaoNwXiWUnT5WlSdOzoUC62aNatKNgoRtADV55KxbawE0mAFUsrC86GqQCGIJSQz0JaGbELIJiBjCQkRHPSX06Z+vGXp7bSTml/hFQU6vktEi65Ei7Z8GQwGg6FpjABbpIhAZ0dEZ0fEaS/yJ92nWBT6dzUIswahdu9vXPbsTY+JlBpLurRAW7E8YMWSEivaRlmxrEJvH6zoCejIh5Oeq8aYKzbO2xXF2yGN7RCJEACBBb7ElisRlGhxlRABJVhoX9zwQILtW9Ns25pi69Y0W7ak2LI1xf799Ru/40SsWlnllBdUeOVle8mfHpE4SVHtE/Zmk/S7GR5029iTHO8qTIUhvdUqa/yAPx4p0BcpVoQRfUHA8iBkvM0rlkZO9rDfngDwQ6gEOi+bAmyBjhy0pSCfhGwCHNEvsyhsRmFVF1C3kpDq1mMwy+5jg8FgeL5gBNhxTDarOGl9wEnrJ0/x4PvazbkjFmU7GqxoT/whyU9+nqZa7Rp3TC4bsrzHY3m3niiwrLZe7tPd7dHeFSIWhMSiQoBYRNUeK/0HS2/hKrDRE+Z270qyeYvL5i0uW7amxrZHR+uXajYbsnp1ldNfVaT1xSO4L1QEq4WRLpv+dJJHknl+mmgf1+92P2BFtcppowUuLVfoq1RYEYT02TZLxEISyaNynQXo9xpKHL8VC66EgrQFK9LQmoZ0AlKOzq+2qFBKuxlVqAVXepkujm3cjAaDwTAjjABrAgFKJT1Z0LHBdub//qMLEWlUw2OF9vSphsdBwz41F58CVApYFdK7KqQXODver6aZAAYHLHbvtNmzQ9izLWLvVsWe3Ul27nV55PfZccIIIJGI6OnWYmx5j09Pj8fy7njd47NsmY9SsG17ki1bYoG1NcWWLS5bt7lUq3WXW0e3T+85Hqe/uUjqZIVaA8Uem/0tDs8lUzxhZ8b2tZSi2/NZUa1y0fAwfVWPFZUqfaUSK4ol8mEItg2ZtE4V7yQh2bz1plFo1TyrgQ8SQiKANFpgtaQhn9bxW4nF/O1qdDMm2iDZatyMBoPBMIss5lvEnNHdDb6CahW8KlQq9bQAoO9Rtq3FmWUfKs7U4ZYGsRQ1LGPCSRrapb7fZNROqya01QSVMH6xYsvT4eaqZboiVnRFcFrcEEVQHobhYYgiCl6K3ftT7N6dZNfuJLv3JOLtBPfdn2f/gINSjQOiyx2NtbUolpzt03VFwCkvKiFrodxrMdTusDeVYFDqDsBUFNFb9eirVjl3pEBf1aPX0497PZ+ELpqpzVBhGGdcT0JLqy6MmJheQNSEVm2sazgROD64AVgROAoyScjlIOVC0gX7eJj0F1ZBeSAJSC0DJ2fcjAaDwXAMMAKsCZwUiKMrp0CcNyrSGRy8AKoBFKtQ8SDwwKdBKFl6Nn5NnCl0PHpNpE2cg2o1NAp1cSRot9aYoJovLAuyOUhnoFQkN3yQ9T0FVq9xKSQcSrZN0bYpWhYF22IkstldSrCnlGR/NclzQ2m2L0nRudzDW2ExmnLYT5L9aHHUFgSsqHqcXi7Sd9DTlqxqlT7PY4kfHPreldKCKwj0tuNANqtVUcLV/Z2EqYRWAkhHkIxA+YCvhaqgDWfZNp2pI5k8TgQXNLgZA+1mdI2b0WAwGI41RoA1wS60qBp3O7JAkvECZIEc6HCnSMcDRSH4nnZVeR4ElfFWKssGx9LWsyl0QnOoiXY13SaNbWPpRvRaUHgKRi2LomVRsoWiZVMUoWDZFMWiaFsUxaJkxW2WUBCLkmXFj5dRtCyKIvhNvoFEGIEFbSXF6aMj9A2U6KuU6auWWFGt0hIFuqtiATYqXo/LKTUxO2kqBfkWcJM6WVYDIVpsTSa0UhGkVBwEH2rBFcbhciKQTkO2NU4HkVyE8VvTocI4jQQNbsZjkwfOYDAYDOMxAqwJQmJxNR01IWQByVj0pOoCSClFGCrCAMIIfE/hewqvovDiyYUqUogl2JaONbNiC1pNPXgCRbEpxOKoaFlaONkOBcvSz1kWJUuvi7VlTEgJJdHroEkLRzpSZBV6iSCjoEcJ2UBvZyPIRhHZqk+mUCTr+2QthyxCNlJkIkU21OtQ4J68ywWjVZIKIKkXlQcnxFMBorT5SZSHpXxEVaFSRSKtjpTtIOk0Kp2DRBplJwjFbkpo2fE6CvUkhDDUn69lQSajjWeJhPZYHrcGoMiLs9UnYzdjFuY7kavBYDA8zzD/dZtBLMQv6BQJoIXVpHdna2x/RFBYKLGoisUoDgXLZhQthkbFoiD17VFlMaKEgoIRhFEljCIUgZIlFC0oWTQtmjKxUGoUTj0R5EL9XK19TEA1PM7Fx9YWuymnpwW4kEpCVIKhIW36c10ai1zaCv5kpDrpGIOFkjg/fKjNh2EUaXWUdyGTJkpahLZFpAKIPERVsSIPNyqTjiAFJKQW32brPFziEAYWfih4oc7DlUjo+K10Wm8nFsDEimOKUlp0EWj3YrYP7Mxx/qYNBoNh4WIE2DRsBx7LrCJEUUAoiOg1TLLNpMvkSSAOJTdhaQGWUxdMmQDSIaR8cH1IejpeKRNqoZQH8gI5CxLzFTctos1ImQyUyzA4CNXiIULsEJQCL/YBKkWYTBK0tRKmUqikixKd3jSJjs9Ko99jzaJlKaVdaoSICvG9AM/zUGEVIo+kE9CSVbgpcBO1rsSuTbH19uLIxnVkqDAWXlHsZmwzbkaDwWBYABgBNg1vAh60Jy8mLGihlEWLn9r2koa2ic9NbKstGQ4zG7H2hE3sU9MPJ0768309U7NahWKlHvZVm6VZW2YUb9YsIlqEpdN62ujQIBSLcX6GeDyDgND3CVEEloWq7Z90STqOdh2ivbl2FAutSU6ltZvg+w5K6UvadaGtXYeHuS7YVhycp0IdbK5CCD3tjou8ekmdeup+xmZQiB0viyjqPvL0jEbLAbdLzyAxbkaDwWBYMCz4/8gicgLwP4FWpdQVc33+VwMPAX8NvIJ6sH0ebYWZz1uyiLbkTGZYapwcGIZ6EkC1qte+Xz8e4hQajl7PxCN1SD4ydMZ7lU6j0stRlQocHNKWMQGSSZJtbbhJl9akS1KkbtE6TMJ9peJJDUFdZKbT0NpaF1yHikxpsHTF6Sgm6uoojAVavER+LNCq2oqkwgkDJA0CzZl/gaaUzt0VBXrqbqYXnMz898tgMBgMh3BMBZiIfBW4FNinlDq1of3VwGfQd8MvK6U+MdVrKKU2A+8SkVuPZV+n4n8AXeg3sZgcNyJxbNMkxrsoqguzIICqB+UKFCq6TekqQLrItq0NJ5YVP45fQ41lbK1jEc8oHHML1svsOAiWm0aWprCqVWzbwXGc8QJ2Yk6Ohv7WBFftvWUy0NFRTwkxK1Y9qybQpmDMglYTaEG9PE/kacvaxPdh2Q0WtGPkFx4riq10XcZkmy6KbTAYDIYFy7G2gF0P/DvwjVqDiNjA54GLgX7gIRH5AfrO9/EJx/+5UmrfMe7jYXGBV7FwxVej1alxDeMdauOwGDMCCdqSl4ubiT10BFpfBFXwKtpbpyJdz1DQa8eGpBPnOGu6xwLu4cVBzWIXhlro2bYOmM9mteBKzNcMRalNSZ3cJU0tDq3m5oyCuouzNvNwXEoQqbs2x0TaEbyxyI/djBa4nVp8GTejwWAwLAqO6X9rpdTdIrJ6QvNZwLOxZQsRuQl4vVLq42hD0/OCxuz3k7ruGvaTw6zjLFnUZEHNCtW4thr2nWw97pZfMwJNojgnujQrFb2UyuP3a4w3s5sw+gRBPSWEimco5vPaylWL3V8Uk/VEtCsSh0kHUNXi0IK6UBuLQ6vq7XoVzZjGOLR4IMKyFne2C+keSGSNm9FgMBgWGfPxc7kX2NHwuB9dhnBSRKQT+Bhwhoj8QyzUJtvvL4C/AFi5cuXs9XYSGsXSVAJqOmrCqCaekg2P7Ybtwwmnub7lNsabZbP19lq82ZhLMy7XVK3qcK9GapMAwlC7FpXSLsTWVh3HNd1kyUVNzafb6OZsKg6tqi1dtYkCTg7S7eCk57DzBoPBYJhN5uNWN5ktY0rNopQ6ALxvuhdVSl0LXAuwYcOGZjRQ09jodBLHzOq0yJkYb5ZryFo7Md6sUtHWs3S6YYaiKTVYZ9o4tKly0BkMBoNhMTEfAqwf6Gt4vAJd7WfBsjpez4fVabFTq4ddI5+fv74cFxjxZTAYDMcF86EnHgLWi8gaEUkCVwI/mId+NE2jW9BgMBgMBoNhphxTTSEiNwL3AyeJSL+IvEspFQAfAO4EngJuVko9MUvne62IXDs8PDwbL2cwGAwGg8FwTBClZjVcakGwYcMG9fDDD893NwwGg8FgmBNE5BGl1Ib57oeheYxXzWAwGAwGg2GOMQLMYDAYDAaDYY45rgSYiQEzGAwGg8GwGDiuBJhS6g6l1F+0trbOd1cMBoPBYDAYpuS4EmAGg8FgMBgMiwEjwAwGg8FgMBjmGCPADAaDwWAwGOaY40qAmSB8g8FgMBgMi4HjSoCZIHyDwWAwGAyLgeNKgBkMBoPBYDAsBo7LUkQish/YNslTrcBE/2QzbRMfdwEDM+zm4ZisT7N53HT7TfV8s+3H+/hNt++RPmeuweafN+PX3H7H+ho81uM3VZ9m87jj7RpcpZRaMouvZzjWKKWeNwtw7dG0TfL44bnu52weN91+Uz3fbPvxPn7T7Xukz5lrcGbXoBm/ub8Gj/X4LeQxXCzXoFkW/vJ8c0HecZRtk+1zLDna8zV73HT7TfV8s+3H+/hNt++RPmeuweafN+PX3H7mGpz5fov9GjQscI5LF+SxRkQeVqbq/FFjxm/mmDGcGWb8ZoYZv5ljxtDwfLOAzRbXzncHFjlm/GaOGcOZYcZvZpjxmzlmDJ/nGAuYwWAwGAwGwxxjLGAGg8FgMBgMc4wRYAaDwWAwGAxzjBFgBoPBYDAYDHOMEWAzREROEJGviMit892XxYqIXCYi14nI90XklfPdn8WGiLxQRL4oIreKyF/Od38WKyKSFZFHROTS+e7LYkNELhSRe+Lr8ML57s9iQ0QsEfmYiHxORP5svvtjmBuMAJsEEfmqiOwTkY0T2l8tIk+LyLMi8lEApdRmpdS75qenC5cjHMPblVLvAd4BvGUeurvgOMLxe0op9T7gzYCZ1h5zJGMY8/fAzXPby4XLEY6fAgpACuif674uRI5w/F4P9AI+ZvyeNxgBNjnXA69ubBARG/g8cAlwMnCViJw8911bNFzPkY/h/4qfNxzh+InI64BfAz+b224uaK6nyTEUkVcATwJ757qTC5jraf4avEcpdQlaxP7jHPdzoXI9zY/fScD9SqmPAMaK/TzBCLBJUErdDQxOaD4LeDa2eHnATehfLYZJOJIxFM0/Az9WSv12rvu6EDnSa1Ap9QOl1HnANXPb04XLEY7hy4FzgKuB94jI8/5/45GMn1Iqip8fAtw57OaC5Qivv3702AGEc9dLw3zizHcHFhG9wI6Gx/3A2SLSCXwMOENE/kEp9fF56d3iYNIxBD4IvAJoFZF1SqkvzkfnFgFTXYMXAm9E3/h+NPfdWlRMOoZKqQ8AiMg7gIEGQWEYz1TX4BuBVwFtwL/PQ78WC1P9D/wM8DkRuQC4ez46Zph7jABrHpmkTSmlDgDvm+vOLFKmGsPPAp+d684sQqYav18Cv5zbrixaJh3DsQ2lrp+7rixKproGbwNum+vOLEKmGr8SYGKJn2c8783sR0A/0NfweAWwa576slgxYzgzzPjNHDOGM8OM38ww42cYwwiw5nkIWC8ia0QkCVwJ/GCe+7TYMGM4M8z4zRwzhjPDjN/MMONnGMMIsEkQkRuB+4GTRKRfRN6llAqADwB3Ak8BNyulnpjPfi5kzBjODDN+M8eM4cww4zczzPgZpsMU4zYYDAaDwWCYY4wFzGAwGAwGg2GOMQLMYDAYDAaDYY4xAsxgMBgMBoNhjjECzGAwGAwGg2GOMQLMYDAYDAaDYY4xAsxgMBgMBoNhjjECzGA4jhGRX4rIhjk4z4dE5CkR+VaT+68WkY3Hul9TnLtNRN4/H+c2GAyGGkaAGQyGSRGRI6kV+37gNUqpa45Vf2aRNnR/DQaDYd4wAsxgmGdia9BTInKdiDwhIj8RkXT83JgFS0S6RGRrvP0OEbldRO4QkS0i8gER+YiIPCoivxGRjoZTvFVE7hORjSJyVnx8VkS+KiIPxce8vuF1bxGRO4CfTNLXj8Svs1FE/ipu+yJwAvADEfnrCfvbIvLJ+DyPich7J3nNSfcRkQtF5FcicrOIbBKRT4jINSLyoIg8LiJr4/2WiMh34+MfEpHz4/b/N36PvxSRzSLyofiUnwDWisjv4vP2iMjd8eONInLB0X2SBoPB0DxH8gvXYDAcO9YDVyml3iMiNwOXA9+c5phTgTOAFPAs8PdKqTNE5N+AtwOfjvfLKqXOE5E/Br4aH/c/gZ8rpf5cRNqAB0Xkp/H+5wJ/pJQabDyZiLwEeCdwNiDAAyLyK6XU+0Tk1cDLlVIDE/r4LmBYKXWmiLjAvSLyE0A1sQ/AacALgUFgM/BlpdRZIvJh4IPAXwGfAf5NKfVrEVmJLvPywvj4FwAvB/LA0yLyH8BHgVOVUqfH7+tvgDuVUh8TERvITDPuBoPBMGOMADMYFgZblFK/i7cfAVY3ccwvlFKjwKiIDAN3xO2PA3/UsN+NAEqpu0WkJRZcrwReJyL/Pd4nBayMt++aKL5iXgp8TylVBBCR24ALgEcP08dXAn8kIlfEj1vRYnNTE/t4wENKqd3x+Z6jbpV7HC2sAF4BnCwitddrEZF8vP1DpVQVqIrIPmDZJH18CPiqiCSA2xs+B4PBYDhmGAFmMCwMqg3bIZCOtwPqoQKpwxwTNTyOGP/dnljwVaEtWJcrpZ5ufEJEzgaKU/RRpmg/HAJ8UCl154TzrG5inwtp7j1awLlKqfKE4+HQcT3kf14sTP8Y+FPgBhH5pFLqG028N4PBYDhqTAyYwbCw2Qq8JN6+4jD7HY63AIjIS9GuvmG0m+6DEqsUETmjide5G7hMRDIikgXeANwzzTF3An8ZW5cQkRPjY490n8PxE+ADtQcicvo0+4+iXZK1/VcB+5RS1wFfAV58BOc2GAyGo8JYwAyGhc2ngJtF5G3Az4/yNYZE5D6gBfjzuO3/oGPEHotF2Fbg0sO9iFLqtyJyPfBg3PRlpdTh3I8AX0a7U38bn2c/cNlR7HM4PgR8XkQeQ/9Puxt432HexwERuVd0GowfAxuBvxURHyig4+cMBoPhmCJKTfROGAwGg8FgMBiOJcYFaTAYDAaDwTDHGAFmMBgMBoPBMMcYAWYwGAwGg8EwxxgBZjAYDAaDwTDHGAFmMBgMBoPBMMcYAWYwGAwGg8EwxxgBZjAYDAaDwTDHGAFmMBgMBoPBMMf8/8wxzT6yMnwIAAAAAElFTkSuQmCC\n", + "image/png": "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\n", "text/plain": [ "
" ] From bdae2ce89baf640eecf0f4d8ca4b41e44fb957ef Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 5 Aug 2022 16:06:47 -0400 Subject: [PATCH 145/303] Simplify assignment of simulation id --- examples/benchmarking/solvers/Analyze.ipynb | 1058 +------------------ 1 file changed, 27 insertions(+), 1031 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index 3ecad4b2a7..6052150b8c 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -46,7 +46,7 @@ }, { "cell_type": "code", - "execution_count": 240, + "execution_count": 353, "id": "2f9b52f9-53f1-478b-8eea-a4c83f7d13c5", "metadata": {}, "outputs": [], @@ -58,6 +58,7 @@ " with open(fname, 'r') as f:\n", " begin_time = np.nan\n", " solve_time = np.nan\n", + " simulation_id = np.nan\n", " for line in f:\n", " entries = line.split(\"|\")\n", " # Python version uses '|', too\n", @@ -79,20 +80,16 @@ " elif (level, function) == (\"DEBUG\", \"\"):\n", " if msg.startswith(\"result stored in\"):\n", " continue\n", - " if \"uuid\" in state:\n", - " cached_uuid = state[\"uuid\"]\n", - " else:\n", - " cached_uuid = np.nan\n", " state = json.loads(msg)\n", " state[\"time_stamp\"] = time_stamp\n", " state[\"solver_class\"] = logger.split('.')[-1]\n", " state[\"solve_time\"] = str(solve_time)\n", " if state[\"state\"] == \"START\":\n", - " state[\"uuid\"] = uuid.uuid4()\n", + " # create unique id for each simulation run\n", + " simulation_id = uuid.uuid4()\n", " converged = False\n", - " elif state[\"state\"] == \"END\":\n", - " state[\"uuid\"] = cached_uuid\n", - " state[\"converged\"] = converged\n", + " state[\"simulation_id\"] = simulation_id\n", + " state[\"converged\"] = converged\n", " state.update(versions)\n", " events.append(state.copy())\n", " elif (level, function) == (\"DEBUG\", \"_setConvergence\"):\n", @@ -528,12 +525,25 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 352, "id": "90a3d2b5-6408-42b1-83cf-e680f6479dfe", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "ename": "FileNotFoundError", + "evalue": "[Errno 2] No such file or directory: 'macos.log'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mFileNotFoundError\u001b[0m Traceback (most recent call last)", + "Input \u001b[0;32mIn [352]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0m macos \u001b[38;5;241m=\u001b[39m events2df(\u001b[43mread_events\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mmacos.log\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m)\n\u001b[1;32m 2\u001b[0m macos_total \u001b[38;5;241m=\u001b[39m extract_total_times(macos)\n", + "Input \u001b[0;32mIn [240]\u001b[0m, in \u001b[0;36mread_events\u001b[0;34m(fname)\u001b[0m\n\u001b[1;32m 2\u001b[0m events \u001b[38;5;241m=\u001b[39m []\n\u001b[1;32m 3\u001b[0m state \u001b[38;5;241m=\u001b[39m {}\n\u001b[0;32m----> 5\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[38;5;28;43mopen\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mfname\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mr\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m \u001b[38;5;28;01mas\u001b[39;00m f:\n\u001b[1;32m 6\u001b[0m begin_time \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mnan\n\u001b[1;32m 7\u001b[0m solve_time \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mnan\n", + "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: 'macos.log'" + ] + } + ], "source": [ "macos = events2df(read_events(\"macos.log\"))\n", "macos_total = extract_total_times(macos)" @@ -961,7 +971,7 @@ "metadata": {}, "outputs": [], "source": [ - "solves = linux.groupby(\"uuid\")" + "solves = linux.groupby(\"simulation_id\")" ] }, { @@ -1401,7 +1411,7 @@ } ], "source": [ - "linux.groupby(\"uuid\")[[\"solve_time\", \"elapsed_time\"]].sum(numeric_only=False)" + "linux.groupby(\"simulation_id\")[[\"solve_time\", \"elapsed_time\"]].sum(numeric_only=False)" ] }, { @@ -1571,7 +1581,7 @@ "metadata": {}, "outputs": [], "source": [ - "asolve = linux[linux[\"uuid\"] == uuid.UUID('0093efb7-99b5-4454-9700-fcefb02645d1')]" + "asolve = linux[linux[\"simulation_id\"] == uuid.UUID('0093efb7-99b5-4454-9700-fcefb02645d1')]" ] }, { @@ -2108,7 +2118,7 @@ }, { "cell_type": "code", - "execution_count": 241, + "execution_count": 355, "id": "ed08d7a0-27d7-41eb-9344-bc187d38d426", "metadata": { "tags": [] @@ -2117,7 +2127,6 @@ "source": [ "events = []\n", "for fname in glob.glob(\"../../../../solvers_and_timings/nucleation2[3,5]/solver.*.log\"):\n", - "# for fname in glob.glob(\"../../../../solvers_and_timings/nucleation23/solver.*.log\"):\n", " events.extend(read_events(fname))\n", "\n", "nucleation = events2df(events)\n", @@ -2126,7 +2135,7 @@ }, { "cell_type": "code", - "execution_count": 345, + "execution_count": 356, "id": "715783fb-5226-4696-92c9-6d4c5a22b308", "metadata": {}, "outputs": [ @@ -2182,7 +2191,7 @@ }, { "cell_type": "code", - "execution_count": 351, + "execution_count": 357, "id": "4c0056f2-1d1f-4354-9946-4f80beb0d309", "metadata": {}, "outputs": [ @@ -2239,1019 +2248,6 @@ "plot_by_solver(nucleation_total)" ] }, - { - "cell_type": "markdown", - "id": "0de61228-034b-4aa6-8444-923d7bc16d46", - "metadata": {}, - "source": [ - "### pyamgx" - ] - }, - { - "cell_type": "code", - "execution_count": 196, - "id": "d2484674-2cc1-42cf-8547-f7adc3a9eec3", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "events = []\n", - "for fname in glob.glob(\"../../../../solvers_and_timings/nucleation25/solver.*.log\"):\n", - " events.extend(read_events(fname))\n", - "\n", - "pyamgx = events2df(events)\n", - "pyamgx_total = extract_total_times(pyamgx)" - ] - }, - { - "cell_type": "code", - "execution_count": 288, - "id": "7ed53bc1-6501-4582-a867-57dce8e8702f", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "('pyamgx', 'LinearGMRESSolver', 'ILUPreconditioner')" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
package.solversolver_classpreconditionernumberOfElementsconvergedelapsed_countelapsed_meanelapsed_std
0pyamgxLinearGMRESSolverILUPreconditioner9True20.1760.015556
1pyamgxLinearGMRESSolverILUPreconditioner100True20.4190.127279
2pyamgxLinearGMRESSolverILUPreconditioner961True20.4810.158392
3pyamgxLinearGMRESSolverILUPreconditioner10000True20.3010.082024
4pyamgxLinearGMRESSolverILUPreconditioner99856True21.0660.055154
5pyamgxLinearGMRESSolverILUPreconditioner1000000True28.2080.507703
\n", - "
" - ], - "text/plain": [ - " package.solver solver_class preconditioner numberOfElements \\\n", - "0 pyamgx LinearGMRESSolver ILUPreconditioner 9 \n", - "1 pyamgx LinearGMRESSolver ILUPreconditioner 100 \n", - "2 pyamgx LinearGMRESSolver ILUPreconditioner 961 \n", - "3 pyamgx LinearGMRESSolver ILUPreconditioner 10000 \n", - "4 pyamgx LinearGMRESSolver ILUPreconditioner 99856 \n", - "5 pyamgx LinearGMRESSolver ILUPreconditioner 1000000 \n", - "\n", - " converged elapsed_count elapsed_mean elapsed_std \n", - "0 True 2 0.176 0.015556 \n", - "1 True 2 0.419 0.127279 \n", - "2 True 2 0.481 0.158392 \n", - "3 True 2 0.301 0.082024 \n", - "4 True 2 1.066 0.055154 \n", - "5 True 2 8.208 0.507703 " - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "('pyamgx', 'LinearGMRESSolver', 'JacobiPreconditioner')" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
package.solversolver_classpreconditionernumberOfElementsconvergedelapsed_countelapsed_meanelapsed_std
6pyamgxLinearGMRESSolverJacobiPreconditioner9True20.18350.020506
7pyamgxLinearGMRESSolverJacobiPreconditioner100True20.23100.103238
8pyamgxLinearGMRESSolverJacobiPreconditioner961True20.28450.062933
9pyamgxLinearGMRESSolverJacobiPreconditioner10000True20.37150.102530
10pyamgxLinearGMRESSolverJacobiPreconditioner99856True20.98550.072832
11pyamgxLinearGMRESSolverJacobiPreconditioner1000000True29.22550.699329
\n", - "
" - ], - "text/plain": [ - " package.solver solver_class preconditioner numberOfElements \\\n", - "6 pyamgx LinearGMRESSolver JacobiPreconditioner 9 \n", - "7 pyamgx LinearGMRESSolver JacobiPreconditioner 100 \n", - "8 pyamgx LinearGMRESSolver JacobiPreconditioner 961 \n", - "9 pyamgx LinearGMRESSolver JacobiPreconditioner 10000 \n", - "10 pyamgx LinearGMRESSolver JacobiPreconditioner 99856 \n", - "11 pyamgx LinearGMRESSolver JacobiPreconditioner 1000000 \n", - "\n", - " converged elapsed_count elapsed_mean elapsed_std \n", - "6 True 2 0.1835 0.020506 \n", - "7 True 2 0.2310 0.103238 \n", - "8 True 2 0.2845 0.062933 \n", - "9 True 2 0.3715 0.102530 \n", - "10 True 2 0.9855 0.072832 \n", - "11 True 2 9.2255 0.699329 " - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "('pyamgx', 'LinearGMRESSolver', 'unpreconditioned')" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
package.solversolver_classpreconditionernumberOfElementsconvergedelapsed_countelapsed_meanelapsed_std
12pyamgxLinearGMRESSolverunpreconditioned9True20.20850.041719
13pyamgxLinearGMRESSolverunpreconditioned100True20.29150.088388
14pyamgxLinearGMRESSolverunpreconditioned961True20.21550.074246
15pyamgxLinearGMRESSolverunpreconditioned10000True20.41250.044548
16pyamgxLinearGMRESSolverunpreconditioned99856True20.86700.098995
17pyamgxLinearGMRESSolverunpreconditioned1000000True28.53200.881055
\n", - "
" - ], - "text/plain": [ - " package.solver solver_class preconditioner numberOfElements \\\n", - "12 pyamgx LinearGMRESSolver unpreconditioned 9 \n", - "13 pyamgx LinearGMRESSolver unpreconditioned 100 \n", - "14 pyamgx LinearGMRESSolver unpreconditioned 961 \n", - "15 pyamgx LinearGMRESSolver unpreconditioned 10000 \n", - "16 pyamgx LinearGMRESSolver unpreconditioned 99856 \n", - "17 pyamgx LinearGMRESSolver unpreconditioned 1000000 \n", - "\n", - " converged elapsed_count elapsed_mean elapsed_std \n", - "12 True 2 0.2085 0.041719 \n", - "13 True 2 0.2915 0.088388 \n", - "14 True 2 0.2155 0.074246 \n", - "15 True 2 0.4125 0.044548 \n", - "16 True 2 0.8670 0.098995 \n", - "17 True 2 8.5320 0.881055 " - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "('pyamgx', 'LinearLUSolver', 'unpreconditioned')" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
package.solversolver_classpreconditionernumberOfElementsconvergedelapsed_countelapsed_meanelapsed_std
18pyamgxLinearLUSolverunpreconditioned9True20.11350.023335
19pyamgxLinearLUSolverunpreconditioned100True20.12850.024749
20pyamgxLinearLUSolverunpreconditioned961True20.17400.018385
21pyamgxLinearLUSolverunpreconditioned10000True20.53300.123037
22pyamgxLinearLUSolverunpreconditioned99856True26.66601.501895
23pyamgxLinearLUSolverunpreconditioned1000000True2259.503013.152186
\n", - "
" - ], - "text/plain": [ - " package.solver solver_class preconditioner numberOfElements \\\n", - "18 pyamgx LinearLUSolver unpreconditioned 9 \n", - "19 pyamgx LinearLUSolver unpreconditioned 100 \n", - "20 pyamgx LinearLUSolver unpreconditioned 961 \n", - "21 pyamgx LinearLUSolver unpreconditioned 10000 \n", - "22 pyamgx LinearLUSolver unpreconditioned 99856 \n", - "23 pyamgx LinearLUSolver unpreconditioned 1000000 \n", - "\n", - " converged elapsed_count elapsed_mean elapsed_std \n", - "18 True 2 0.1135 0.023335 \n", - "19 True 2 0.1285 0.024749 \n", - "20 True 2 0.1740 0.018385 \n", - "21 True 2 0.5330 0.123037 \n", - "22 True 2 6.6660 1.501895 \n", - "23 True 2 259.5030 13.152186 " - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "('pyamgx', 'LinearPCGSolver', 'ILUPreconditioner')" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
package.solversolver_classpreconditionernumberOfElementsconvergedelapsed_countelapsed_meanelapsed_std
24pyamgxLinearPCGSolverILUPreconditioner9.0True2.00.14950.019092
25NaNNaNNaNNaNNaNNaNNaNNaN
26NaNNaNNaNNaNNaNNaNNaNNaN
27NaNNaNNaNNaNNaNNaNNaNNaN
28pyamgxLinearPCGSolverILUPreconditioner99856.0True2.05.24053.394820
29NaNNaNNaNNaNNaNNaNNaNNaN
\n", - "
" - ], - "text/plain": [ - " package.solver solver_class preconditioner numberOfElements \\\n", - "24 pyamgx LinearPCGSolver ILUPreconditioner 9.0 \n", - "25 NaN NaN NaN NaN \n", - "26 NaN NaN NaN NaN \n", - "27 NaN NaN NaN NaN \n", - "28 pyamgx LinearPCGSolver ILUPreconditioner 99856.0 \n", - "29 NaN NaN NaN NaN \n", - "\n", - " converged elapsed_count elapsed_mean elapsed_std \n", - "24 True 2.0 0.1495 0.019092 \n", - "25 NaN NaN NaN NaN \n", - "26 NaN NaN NaN NaN \n", - "27 NaN NaN NaN NaN \n", - "28 True 2.0 5.2405 3.394820 \n", - "29 NaN NaN NaN NaN " - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "('pyamgx', 'LinearPCGSolver', 'JacobiPreconditioner')" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
package.solversolver_classpreconditionernumberOfElementsconvergedelapsed_countelapsed_meanelapsed_std
30pyamgxLinearPCGSolverJacobiPreconditioner9True20.11350.010607
31pyamgxLinearPCGSolverJacobiPreconditioner100True20.21700.060811
32pyamgxLinearPCGSolverJacobiPreconditioner961True20.23950.024749
33pyamgxLinearPCGSolverJacobiPreconditioner10000True20.27850.037477
34pyamgxLinearPCGSolverJacobiPreconditioner99856True20.95800.070711
35pyamgxLinearPCGSolverJacobiPreconditioner1000000True28.70300.376181
\n", - "
" - ], - "text/plain": [ - " package.solver solver_class preconditioner numberOfElements \\\n", - "30 pyamgx LinearPCGSolver JacobiPreconditioner 9 \n", - "31 pyamgx LinearPCGSolver JacobiPreconditioner 100 \n", - "32 pyamgx LinearPCGSolver JacobiPreconditioner 961 \n", - "33 pyamgx LinearPCGSolver JacobiPreconditioner 10000 \n", - "34 pyamgx LinearPCGSolver JacobiPreconditioner 99856 \n", - "35 pyamgx LinearPCGSolver JacobiPreconditioner 1000000 \n", - "\n", - " converged elapsed_count elapsed_mean elapsed_std \n", - "30 True 2 0.1135 0.010607 \n", - "31 True 2 0.2170 0.060811 \n", - "32 True 2 0.2395 0.024749 \n", - "33 True 2 0.2785 0.037477 \n", - "34 True 2 0.9580 0.070711 \n", - "35 True 2 8.7030 0.376181 " - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "('pyamgx', 'LinearPCGSolver', 'unpreconditioned')" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
package.solversolver_classpreconditionernumberOfElementsconvergedelapsed_countelapsed_meanelapsed_std
36pyamgxLinearPCGSolverunpreconditioned9True20.14100.009899
37pyamgxLinearPCGSolverunpreconditioned100True20.15450.014849
38pyamgxLinearPCGSolverunpreconditioned961True20.24900.035355
39pyamgxLinearPCGSolverunpreconditioned10000True20.27250.020506
40pyamgxLinearPCGSolverunpreconditioned99856True20.98700.063640
41pyamgxLinearPCGSolverunpreconditioned1000000True28.37450.634275
\n", - "
" - ], - "text/plain": [ - " package.solver solver_class preconditioner numberOfElements \\\n", - "36 pyamgx LinearPCGSolver unpreconditioned 9 \n", - "37 pyamgx LinearPCGSolver unpreconditioned 100 \n", - "38 pyamgx LinearPCGSolver unpreconditioned 961 \n", - "39 pyamgx LinearPCGSolver unpreconditioned 10000 \n", - "40 pyamgx LinearPCGSolver unpreconditioned 99856 \n", - "41 pyamgx LinearPCGSolver unpreconditioned 1000000 \n", - "\n", - " converged elapsed_count elapsed_mean elapsed_std \n", - "36 True 2 0.1410 0.009899 \n", - "37 True 2 0.1545 0.014849 \n", - "38 True 2 0.2490 0.035355 \n", - "39 True 2 0.2725 0.020506 \n", - "40 True 2 0.9870 0.063640 \n", - "41 True 2 8.3745 0.634275 " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "group_by=[\"package.solver\", \"solver_class\", \"preconditioner\"]\n", - "\n", - "groups = pyamgx_total.groupby(group_by + [\"numberOfElements\"])\n", - "groups = groups.agg(converged=(\"converged\", \"last\"),\n", - " elapsed_count=(\"elapsed_seconds\", \"count\"),\n", - " elapsed_mean=(\"elapsed_seconds\", \"mean\"),\n", - " elapsed_std=(\"elapsed_seconds\", \"std\")).reset_index()\n", - "groups = groups.groupby(group_by)\n", - "# groups[\"converged\"] = pyamgx_total[\"converged\"]\n", - "# groups = groups.groupby(group_by)\n", - "for key, group in groups:\n", - " display(key)\n", - " display(group.mask(~group[\"converged\"].astype(bool)))\n", - "#groups" - ] - }, - { - "cell_type": "code", - "execution_count": 340, - "id": "0721f0fc-6545-4ce7-9f12-8c19b4f60099", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 1.0, 'pyamgx')" - ] - }, - "execution_count": 340, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_all(pyamgx_total, color_by_suite=False, group_by=[\"solver_class\", \"preconditioner\"])\n", - "plt.title(\"pyamgx\")" - ] - }, { "cell_type": "markdown", "id": "be9e2578-d5c0-4619-a1ea-19d6481d9fa4", From 89f8d6c49bbb11eddba8cc31251761816d686f33 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 5 Aug 2022 18:31:38 -0400 Subject: [PATCH 146/303] Update plots of diffusion runs --- examples/benchmarking/solvers/Analyze.ipynb | 471 ++++++++++++-------- 1 file changed, 275 insertions(+), 196 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index 6052150b8c..6ebb53cb06 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -46,14 +46,18 @@ }, { "cell_type": "code", - "execution_count": 353, + "execution_count": 369, "id": "2f9b52f9-53f1-478b-8eea-a4c83f7d13c5", "metadata": {}, "outputs": [], "source": [ "def read_events(fname):\n", + " success_statuses = ['KSP_CONVERGED_RTOL', 'SCIPY_SUCCESS', 'AZ_normal', \n", + " 'KSP_CONVERGED_ITS', 'KSP_CONVERGED_RTOL', \n", + " 'Pysparse_CONVERGED_RTOL', 'AMGX_SOLVE_SUCCESS']\n", " events = []\n", " state = {}\n", + " versions = {}\n", "\n", " with open(fname, 'r') as f:\n", " begin_time = np.nan\n", @@ -77,6 +81,9 @@ " # # fix name collision\n", " # versions[\"package\"][\"solver_suite\"] = versions[\"package\"][\"solver\"]\n", " # del versions[\"package\"][\"solver\"]\n", + " elif (level, logger, function) == (\"INFO\", \"fipy\", \"\"):\n", + " # obsolete log format\n", + " versions = {\"package\": json.loads(msg)}\n", " elif (level, function) == (\"DEBUG\", \"\"):\n", " if msg.startswith(\"result stored in\"):\n", " continue\n", @@ -99,7 +106,7 @@ " event[\"time_stamp\"] = time_stamp\n", " event[\"solver_class\"] = logger.split('.')[-1]\n", " event[\"solve_time\"] = str(solve_time)\n", - " converged = event[\"status_name\"] in ['KSP_CONVERGED_RTOL', 'SCIPY_SUCCESS', 'AZ_normal', 'KSP_CONVERGED_ITS', 'KSP_CONVERGED_RTOL', 'Pysparse_CONVERGED_RTOL', 'AMGX_SOLVE_SUCCESS']\n", + " converged = event[\"status_name\"] in success_statuses\n", " events.append(event)\n", " elif (level, function) == (\"DEBUG\", \"_solve_\"):\n", " if msg == \"BEGIN solve\":\n", @@ -517,114 +524,47 @@ }, { "cell_type": "markdown", - "id": "55b81d6e-9b08-4bf3-a0b4-f0e8819dd49f", - "metadata": {}, - "source": [ - "## macOS" - ] - }, - { - "cell_type": "code", - "execution_count": 352, - "id": "90a3d2b5-6408-42b1-83cf-e680f6479dfe", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "ename": "FileNotFoundError", - "evalue": "[Errno 2] No such file or directory: 'macos.log'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mFileNotFoundError\u001b[0m Traceback (most recent call last)", - "Input \u001b[0;32mIn [352]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0m macos \u001b[38;5;241m=\u001b[39m events2df(\u001b[43mread_events\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mmacos.log\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m)\n\u001b[1;32m 2\u001b[0m macos_total \u001b[38;5;241m=\u001b[39m extract_total_times(macos)\n", - "Input \u001b[0;32mIn [240]\u001b[0m, in \u001b[0;36mread_events\u001b[0;34m(fname)\u001b[0m\n\u001b[1;32m 2\u001b[0m events \u001b[38;5;241m=\u001b[39m []\n\u001b[1;32m 3\u001b[0m state \u001b[38;5;241m=\u001b[39m {}\n\u001b[0;32m----> 5\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[38;5;28;43mopen\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mfname\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mr\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m \u001b[38;5;28;01mas\u001b[39;00m f:\n\u001b[1;32m 6\u001b[0m begin_time \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mnan\n\u001b[1;32m 7\u001b[0m solve_time \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mnan\n", - "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: 'macos.log'" - ] - } - ], - "source": [ - "macos = events2df(read_events(\"macos.log\"))\n", - "macos_total = extract_total_times(macos)" - ] - }, - { - "cell_type": "code", - "execution_count": 371, - "id": "8a1932fb-302a-4571-97b8-0d8a7e8d1872", + "id": "5f49bb32-7bf5-4569-9070-b239105b88e8", "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, + "jp-MarkdownHeadingCollapsed": true, "tags": [] }, - "outputs": [ - { - "data": { - "text/plain": [ - "UUID('4e5e6149-b5e4-4f36-8d81-b7efd586d2f2')" - ] - }, - "execution_count": 371, - "metadata": {}, - "output_type": "execute_result" - } - ], "source": [ - "macos.loc[0, \"id\"]" + "## diffusion" ] }, { - "cell_type": "code", - "execution_count": 382, - "id": "0f7cdcf3-8a6a-47f2-8096-bcc9d7a843f7", + "cell_type": "markdown", + "id": "55b81d6e-9b08-4bf3-a0b4-f0e8819dd49f", "metadata": {}, - "outputs": [], "source": [ - "asolve = macos[macos[\"id\"] == uuid.UUID('4e5e6149-b5e4-4f36-8d81-b7efd586d2f2')]" + "### macOS" ] }, { "cell_type": "code", - "execution_count": 383, - "id": "6862d89d-f4b3-4882-a308-06f0efc4022e", + "execution_count": 370, + "id": "90a3d2b5-6408-42b1-83cf-e680f6479dfe", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "text/plain": [ - "Index(['state', 'numberOfElements', 'sweeps', 'preconditioner', 'time_stamp',\n", - " 'solver_class', 'id', 'python', 'fipy', 'numpy', 'pysparse', 'scipy',\n", - " 'matplotlib', 'mpi4py', 'petsc4py', 'pyamgx', 'PyTrilinos', 'mayavi',\n", - " 'gmsh', 'solver_suite', 'solver', 'iterations', 'residual', 'criterion',\n", - " 'actual_code', 'status_name', 'status_code', 'max_iterations',\n", - " 'ksp_solver', 'ksp_precon', 'ksp_norm_type', 'solve_time',\n", - " 'scaled_residual', 'convergence_residual', 'Aztec_version'],\n", - " dtype='object')" - ] - }, - "execution_count": 383, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "asolve.keys()" + "events = read_events(\"macOS/macos.log\")\n", + "\n", + "macos = events2df(events)\n", + "macos_total = extract_total_times(macos)" ] }, { "cell_type": "code", - "execution_count": 322, + "execution_count": 373, "id": "487464b5-f5da-488c-a198-756c05f63824", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -641,13 +581,13 @@ }, { "cell_type": "code", - "execution_count": 323, + "execution_count": 374, "id": "eae57e2d-0207-4520-a53e-bac238e18563", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -659,7 +599,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -671,7 +611,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAfoAAAGHCAYAAABYqZBWAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAACI6klEQVR4nOzdd1xV9RvA8c/3srcoILhxD0DEvfdOS9PKTLOh2bJp2TDNtGxZVlpZjsbPUZppamaaZpp75N57gIDszb3f3x/AFRUUlXuBy/PuxSs495zzfe4Rfe455znfR2mtEUIIIYRtMhR1AEIIIYSwHEn0QgghhA2TRC+EEELYMEn0QgghhA2TRC+EEELYMEn0QgghhA2TRC9ECaOUaquUOlzUcViTUkorpWoWdRxClESS6IUoxpRSp5RSXXIv01r/o7WuU0TxDFNKbchj+Xil1I95LDcnaKVUA6XUKqVUjFIqVim1QynVyxpxC1GaSaIXQhSIUsr+DnfxG/AnUB7wA0YB8Xca1+0qhPcjRIkgiV6IEkYp1UEpdS7Xz6eUUi8rpfYopeKUUguUUs65Xr9LKbU7+yz6X6VUSK7XxiiljiulEpRSB5RS/XK9NkwptVEp9YlS6jIw/g5i9gECgW+01unZXxu11htyrTNcKXVMKXVZKbVUKVUhj/20UEqFK6Xsci3rp5Tak/29Idd7ilZK/aSUKpv9WrXsKwyPKaXOAH/d7vsRoiSRRC+EbbgP6EFWMg0BhgEopcKAWcATQDnga2CpUsope7vjQFvAC3gb+FEpFZBrv82BE2SdgU+6g/iigWPZ+79HKVU+94tKqU7Ae9nvIwA4Dcy/dida681AEtAp1+IHgbnZ348C7gHaAxWAGGDaNbtpD9QDut/B+xGixJBEL4Rt+ExrfUFrfZmsS+Sh2cuHA19rrbdorY1a6++ANKAFgNb65+ztTFrrBcBRoFmu/V7QWn+utc7UWqfcbnA6q6lGR+AU8DFwUSm1XilVK3uVwcAsrfVOrXUa8BrQUilVLY/dzQMGASilPIBe2csg6wPNG1rrc9n7GQ8MuOYy/XitddKdvB8hShJJ9ELYhvBc3ycD7tnfVwVeyr5sH6uUigUqk3W2i1JqaK7L+rFAEOCTa19nCzh+JuCQe4FSKufnDIDs5PuM1rpGdlxJwPfZ61Qg6yye7HUTyboKUDGPseYC/bOvSvQHdmqtc7atCizO9X4OAkay6gJu9T0JYRMk0Qth284Ck7TWZXJ9uWqt5ymlqgLfAM8A5bTWZYB9gMq1fUHbW54Bql2zLJCsJHv+2pW11mfJuqQelL3oAllJGgCllBtZtxry2vYAWR8KenL1Zfuc99vzmvfrrLXOvR9p2SlKFUn0QhR/Dkop55wv4Faqxb8BRiqlmqssbkqp3tmXvN3ISnqRAEqpR7iSeG9E5Y4nO6aVQB2l1BCllEN2Ady7wEKtdaZSylsp9bZSqmZ2wZwP8CiwOXufc4FHlFKh2Wfq7wJbtNan8olhLln349sBP+da/hUwKftDDEopX6XU3QU8VkLYJEn0QhR/K4CUXF/jC7qh1no7WffpvyCrMO0Y2YV62WfGHwObgAggGNhYgN22uiaeFOAyWffKnwAukXVlIA54MnubdLLO+FeT9UjdPrJqBXJiWQOMBRYBF4EawAM3iGEe0AH4S2sdlWv5VGApsEoplUDWB4nmBXhPQtgslVUjI4QQQghbJGf0QgghhA2TRC+EEELYMEn0QgghhA2TRC+EEELYMEn0QgghhA2zqe5NSqk+QB8PD4/htWvXLupwhBBCCKvYsWNHlNbaN6/XbPLxuiZNmujt27cXdRhCCCGEVSildmitm+T1mly6F0IIIWyYJHohhBDChkmiF0IIIWyYTRXj3UhGRgbnzp0jNTW1qEMRothwdnamUqVKODg43HxlIUSJVGoS/blz5/Dw8KBatWoopW6+gRA2TmtNdHQ0586dIzAwsKjDEUJYSKm5dJ+amkq5cuUkyQuRTSlFuXLl5CqXEDau1CR6QJK8ENeQvxNC2L5SleiLWkpKCu3bt8doNBZ1KMXO+PHj+eijjwAYNmwYCxcuvOr1Dh06kHtuhFOnThEUFATAunXr8PLyolGjRtSrV4+3337beoHfgLu7OwAXLlxgwIABAOzevZsVK1aY11m6dCmTJ0+2eCxdunQhJibG4uMIIYofSfRWNGvWLPr374+dnV1Rh1IoMjMzizoEs7Zt27Jr1y62b9/Ojz/+yI4dO656vShjrVChgvmDy7WJvm/fvowZM8ZiY2utMZlMDBkyhOnTp1tsHCFE8SWJ3or+97//cffddwNZZ6EdOnRgwIAB1K1bl8GDB5MzS+GaNWto1KgRwcHBPProo6SlpV23r1OnTlG3bl0efvhhQkJCGDBgAMnJyaxZs4Z+/fqZ1/vzzz/p378/RqORYcOGERQURHBwMJ988gmQdab8/PPP06pVK4KCgti6dSsAW7dupVWrVjRq1IhWrVpx+PBhAObMmcPAgQPp06cP3bp14+LFi7Rr147Q0FCCgoL4559/AFi1ahUtW7YkLCyMgQMHkpiYaLkDm4ubmxuNGzfm+PHjjB8/nhEjRtCtWzeGDh1KZGQk9957L02bNqVp06Zs3LgRgMTERB555BGCg4MJCQlh0aJFAMybN4/g4GCCgoJ49dVXzWO4u7vzxhtv0LBhQ1q0aEFERAQAJ0+epGXLljRt2pSxY8ea18+5+pCens5bb73FggULCA0NZcGCBcyZM4dnnnkGgNOnT9O5c2dCQkLo3LkzZ86cAbKucIwaNYpWrVpRvXr1q652fPjhhzRt2pSQkBDGjRtnHq9evXo89dRThIWFcfbsWfr27cu8efMseOSFEMWVTVXd58x1X7NmzRuu9/Zv+zlwIb5Qx65fwZNxfRrk+3p6ejonTpygWrVq5mW7du1i//79VKhQgdatW7Nx40aaNGnCsGHDWLNmDbVr12bo0KF8+eWXPP/889ft8/Dhw8ycOZPWrVvz6KOPMn36dF566SWefvppIiMj8fX1Zfbs2TzyyCPs3r2b8+fPs2/fPgBiY2PN+0lKSuLff/9l/fr1PProo+zbt4+6deuyfv167O3tWb16Na+//ro5AW7atIk9e/ZQtmxZPv74Y7p3784bb7yB0WgkOTmZqKgoJk6cyOrVq3Fzc+P9999nypQpvPXWW4VyrG8kOjqazZs3M3bsWA4cOMCOHTvYsGEDLi4uPPjgg7zwwgu0adOGM2fO0L17dw4ePMg777yDl5cXe/fuBSAmJoYLFy7w6quvsmPHDry9venWrRu//vor99xzD0lJSbRo0YJJkybxyiuv8M033/Dmm2/y3HPP8eSTTzJ06FCmTZt2XWyOjo5MmDCB7du388UXXwBZH5xyPPPMMwwdOpSHH36YWbNmMWrUKH799VcALl68yIYNGzh06BB9+/ZlwIABrFq1iqNHj7J161a01vTt25f169dTpUoVDh8+zOzZs686i09LSyM6Oppy5cpZ7g9ACFHs2NQZvdb6N631CC8vr6IO5TpRUVGUKVPmqmXNmjWjUqVKGAwGQkNDOXXqFIcPHyYwMJCcpjwPP/ww69evz3OflStXpnXr1gA89NBDbNiwAaUUQ4YM4ccffyQ2NpZNmzbRs2dPqlevzokTJ3j22WdZuXIlnp6e5v0MGjQIgHbt2hEfH09sbCxxcXEMHDiQoKAgXnjhBfbv329ev2vXrpQtWxaApk2bMnv2bMaPH8/evXvx8PBg8+bNHDhwgNatWxMaGsp3333H6dOn7+j45VU0lnvZP//8Q6NGjejWrRtjxoyhQYOsD119+/bFxcUFgNWrV/PMM88QGhpK3759iY+PJyEhgdWrV/P000+b9+Xt7c22bdvo0KEDvr6+2NvbM3jwYPOfg6OjI3fddRcAjRs35tSpUwBs3LjRfCyHDBlyy+9x06ZNPPjgg+btN2zYYH7tnnvuwWAwUL9+ffMVhFWrVrFq1SoaNWpEWFgYhw4d4ujRowBUrVqVFi1aXLV/Pz8/Lly4cMtxCSEKV9rJk2iTyWrj2dQZfUHd6MzbUlxcXK57jMnJycn8vZ2dHZmZmeTXZOjs2bP06dMHgJEjR9KjR4/rkl/Oz4888gh9+vTB2dmZgQMHYm9vj7e3N//99x9//PEH06ZN46effmLWrFlXbZd7P2PHjqVjx44sXryYU6dO0aFDB/Prbm5u5u/btWvH+vXrWb58OUOGDGH06NF4e3vTtWvXQr1UXK5cuauKyS5fvoyPj4/557Zt27Js2bLrtssdq8lkYtOmTebEn0Nrfd0xuFGzJwcHB/P6OX9uOQqzij33vnL/ruTEprXmtdde44knnrhqu1OnTl31vnOkpqZe996FENZljI3l9OCH8OjWlYDx460ypk2d0Rdn3t7eGI3Gmz6zXLduXU6dOsWxY8cA+OGHH2jfvj2VK1dm9+7d7N69m5EjRwJw5swZNm3aBGTdT27Tpg2QVfxVoUIFJk6cyLBhw4CsKwomk4l7772Xd955h507d5rHXLBgAQAbNmzAy8sLLy8v4uLiqFixInD15eVrnT59Gj8/P4YPH85jjz3Gzp07adGiBRs3bjS/h+TkZI4cOQLAa6+9xuLFi2/l0AFZtQQ//vijOcl99913dOzY8Zb20a1bN/Mlc8gqjMtreUxMDM2bN+fvv/8mKioKo9HIvHnzaN++/Q3337p1a+bPnw9k1WPkxcPDg4SEhDxfa9Wq1VXb5/x55qd79+7MmjXLXP9w/vx5Ll26lOe6WmvCw8OvunUkhLC+S59+ijE2Fu8HHrDamJLorahbt25XXY7Ni7OzM7Nnz2bgwIEEBwdjMBjMif1a9erV47vvviMkJITLly/z5JNPml8bPHgwlStXpn79+kBWEujQoQOhoaEMGzaM9957z7yut7c3rVq1YuTIkcycOROAV155hddee43WrVvf8HHAdevWERoaSqNGjVi0aBHPPfccvr6+zJkzh0GDBhESEkKLFi04dOgQAHv37sXf3/+mx+qJJ56gUqVKVKpUiZYtWzJixAg8PDxo2LAhDRs2JDExkZdffvmm+8nts88+Y/v27YSEhFC/fn2++uorAN58801iYmIICgqiYcOGrF27loCAAN577z06duxIw4YNCQsLMxdS5mfq1KlMmzaNpk2bEhcXl+c6HTt25MCBA+ZivGvjmz17NiEhIfzwww9MnTr1huN169aNBx98kJYtWxIcHMyAAQPy/RCxY8cOWrRogb19qbyIJ0SxkLJnD7ELfqLskIdwrlvXegNrrW3uq3HjxvpaBw4cuG6Zte3cuVM/9NBDhbKvkydP6gYNGuT7+tNPP62//fbbm+6nffv2etu2bYUSU0F069bNamOJK0aNGqVXr16d52vF4e+GELbOlJmpT/Trr4+0baczExIKff/Adp1PTpSP91bUqFEjOnbsiNFotOiz9I0bN8bNzY2PP/7YYmPcrj/++KOoQyiVgoKC6Ny5c1GHIUSpFTNvPqkHDlDxkynYZU+mZS1K36DoqKRq0qSJzj2LGsDBgwepV69eEUUkRPElfzeEsKzMyEiO9+yFS0gIlWd+a5Gpp5VSO7TWTfJ6Te7RCyGEEBYU8cGH6LQ0yo99s0j6S0iiF0IIISwkafMW4n/7jXLDH8epiNpBS6IXQgghLECnpxM+YQIOlStTbsSIIotDivGEEEIIC4iePYf0EyeoPONrDM7ORRaHnNFb0Z22qf30009JTk4u1JiqVatGVFQUcKWtao7crWBzXNtONjAwkNDQUMLCwsyT9xSl3E1ivvrqK77//nvz8tzTvz7++OMcOHDAorHs3bvXPGGREKJ0ST93nqgvv8Sja1fc27Ur0lgk0VvRnbaptUSiv1Mffvghu3fvZvLkyddNxQrc9oeawjBy5EiGDh0KXJ/ov/32W/NkQpaQmZlJcHAw586dM3ehE0KUHhHvvgsGA+Vff62oQ5FEb03Xtqlt164d/fr1o379+owcORJTdpODvFq8fvbZZ1y4cIGOHTuan8XPq+3ssWPH6NKli3k2t+PHj1vlvbVr18485W21atWYMGECbdq04eeff863Ze22bdto1aoVDRs2pFmzZiQkJJCammpuGduoUSPWrl0LZCXq/v3706NHD2rVqsUrr7xiHnv27NnUrl2b9u3bm1vPwpWrDwsXLmT79u0MHjyY0NBQUlJS6NChAzmPYN5qO9r82t1e2xYXoE+fPuZpbYUQpUPCX3+R+Ndf+D79FA4BAUUdTim9R//7GAjfW7j79A+GnpPzfTmvNrVbt27lwIEDVK1alR49evDLL7/QoUOHfFu8TpkyhbVr1+Lj48OOHTvybDs7ePBgxowZQ79+/UhNTTV/eLC03377jeDgYPPPzs7ObNiwgaioKPr373/d+xkzZgz3338/CxYsoGnTpsTHx+Pi4mKe9nXv3r0cOnSIbt26mefJ3717N7t27cLJyYk6derw7LPPYm9vz7hx49ixYwdeXl507NiRRo0aXRXbgAED+OKLL/joo49o0uTqx0xvtx1tXu1ugava4gI0adKEyZMnX/XBRAhhu0zJyURMnIRTrZqUzf7AX9SKfaJXStUDngN8gDVa6y+LOKTbkl+b2urVqwNZrWI3bNiAs7OzucUrZH1AaNmy5XX7y912tnfv3nTr1o2EhATOnz9Pv379gKxkeyfye94z9/LRo0czceJEfH19zfPkA9x///0AV7Wszf1+Dh8+TEBAAE2bNgUwt83dsGEDzz77LJDV4Kdq1armRN+5c2dyWhDXr1+f06dPExUVZW4nmzNuzvoFkbsdLWBuR3vPPfdc1472zz//BLLa3ea+v5/T7haubosL0hpWiNIm6quvybhwgao//oBycCjqcIAiSvRKqVnAXcAlrXVQruU9gKmAHfCt1nqy1vogMFIpZQC+KZQAbnDmbSl5tanNqz2s1rpALV7zajv76aefFmrM17aGhaz2sIG5ngX98MMPGTBgwHXb5rRJze/97NmzJ88PEjeaqTGvtr5wZ61hbzRefu1o82t3C1zXHlZawwpReqQdP0707Nl43XMPrk3ynKSuSBTVPfo5QI/cC5RSdsA0oCdQHxiklKqf/VpfYAOwxrphFp682tRu3bqVkydPYjKZWLBgAW3atLlhi9fcLU7zajvr6elJpUqV+PXXXwFIS0szF+/VvY1OSe7u7gQEBLBmTdZhv3z5MitXrrxp+9Tc8ns/devW5cKFC2zbtg2AhIQEMjMzadeunbnF65EjRzhz5gx16tTJd//Nmzdn3bp1REdHk5GRwc8//5znevm1h72ddrT5tbvNy5EjR657ckEIYXu01oRPeAeDiwt+o2+ts6alFUmi11qvBy5fs7gZcExrfUJrnQ7MB+7OXn+p1roVMNi6kRaua9vUtmzZkjFjxhAUFERgYCD9+vW7YYvXESNG0LNnTzp27Jhv29kffviBzz77jJCQEFq1akV4eDhRUVE3PHPNkZycbG4NW6lSJaZMmcL333/PxIkTCQ0NpVOnTowbN44aNWoU+D3n934cHR1ZsGABzz77LA0bNqRr166kpqby1FNPYTQaCQ4O5v7772fOnDlXnclfKyAggPHjx9OyZUu6dOlCWFhYnusNGzaMkSNHmovxcm9/q+1o82t3m5e1a9fSu3fvmxwlIURJF79sOclbtuD34gvYlytX1OFcpcia2iilqgHLci7dK6UGAD201o9n/zwEaA4sBPoDTsAerfW0fPY3AhgBUKVKlcanT5++6vXi0Lhj165dTJkyhR9++IF169bx0UcfsWzZMouPu2zZMk6cOMGoUaMsPpa4Ii0tjfbt27Nhw4Zi3Qe+OPzdEKIkM8bHc7xXbxwCAqg2fx7Kgt1J83OjpjbF6V+fvG60aq31OmDdzTbWWs8AZkBW97pCjayQ5G5Ta005BWXCus6cOcPkyZOLdZIX4lalZRoxmcDF0frJrLiKnPoZxsuXqfzVV0WS5G+mOD1Hfw6onOvnSoDNlSs/+uij2NnZ0aFDB6uczYuiU6tWLTp06FDUYQhRqJbsvkDzd1dz9nLxmryrqKTs20/MvHl4DxqES1CDog4nT8Up0W8DaimlApVSjsADwNJb2YFSqo9SakZcXJxFAhRCiNJu3tYz+Hk6U8lbnibRRiPhb7+NXdmy+D5XfG+NFkmiV0rNAzYBdZRS55RSj2mtM4FngD+Ag8BPWuv9t7JfrfVvWusROc9aCyGEKDwHL8az60wsg5pVKZK+6sVN7M8LSd27l/KvvoJd9lwgxVGR3DzUWg/KZ/kKYIWVwxFCCFEA87aewdHewL1hFYs6lCKXGR3NpSlTcG3eHM9iXgdVnC7d3zG5dC+EEJaRnJ7J4p3n6R0cQBlXx6IOp8hd+vAjTCkp+L81tthf3bCpRF/cL90Xxza1tiJ3+9y33nqL1atXA9cfs169epn7AlhKTrvfyMhIevTocZO1hSgZlu25SEJaJoOaVSnqUIpc8rZtxP36K+UeeQSnW5hXpKjYVKIv7myxTW1+irI97YQJE+jSpQtw/TFbsWLFdT0HLMXX15eAgICrOuoJUVLN23qGmn7uNK3mXdShFCmdkUH4hAk4VKiAz5MjizqcApFEb0XFsU1tztknwMKFCxk2bBiQNZPcqFGjaNWqFdWrV2fhwoU3jdvd3Z233nqL5s2bs2nTJn788UeaNWtGaGgoTzzxhDn5r1y5krCwMBo2bEjnzp2BrOl177nnHvPseXv27AGyztQfffRROnToQPXq1fnss8/M8U6aNIk6derQpUsXDh8+bF4+bNgwFi5ceN0xg6wWulFRUQBMmTKFoKAggoKCzH0CTp06Rb169Rg+fDgNGjSgW7du5pn0jh8/To8ePWjcuDFt27Y1z1h48uRJWrZsSdOmTRk7duxVx/eee+4xT+krREklRXhXXP7+B9KOHqP8m29gKCF9LGxqJg+lVB+gT82aNW+43vtb3+fQ5UOFOnbdsnV5tdmr+b5eEtvUXrx4kQ0bNnDo0CH69u1rbl6TV9wDBgwgKSmJoKAgJkyYwMGDB3n//ffZuHEjDg4OPPXUU/zvf/+jZ8+eDB8+nPXr1xMYGMjly1kzIY8bN45GjRrx66+/8tdffzF06FDzHPKHDh1i7dq1JCQkUKdOHZ588kn27NnD/Pnz2bVrF5mZmYSFhdG4ceOr4h81atRVxyy3HTt2MHv2bLZs2YLWmubNm9O+fXu8vb05evQo8+bN45tvvuG+++5j0aJFPPTQQ4wYMYKvvvqKWrVqsWXLFp566in++usvnnvuOZ588kmGDh3KtGlXT9zYpEkT3nzzzdv+MxCiOJAivCwZFy8SOW0a7h074tGpU1GHU2A2lei11r8BvzVp0mR4UcdyrZLYpvaee+7BYDBQv359IiIibhj3gAEDsLOz49577wVgzZo17Nixw9yGNiUlBT8/PzZv3ky7du3MHfDKli0LZLWnXbRoEQCdOnUiOjqanKLK3r174+TkhJOTE35+fkRERPDPP//Qr18/XF1dgaz2sLdiw4YN9OvXz9xtrn///vzzzz/07duXwMBAQkNDgaz2tKdOnSIxMZF///2XgQMHmveRlpYGwMaNG82xDxkyhFdfvfKBT9rUipIuJd0oRXjZIt59D0wmyr/xRlGHcktsKtEX1I3OvC2luLapzR3DtfHlbiaTuydCXnFD1geLnPoDrTUPP/ywudlOjqVLlxa4PW3OetZuT3vteCkpKZhMJsqUKZNvp7r8YpE2taKk+23PBSnCAxL//puEP//E94UXcKxUsq5syD16KymubWrLly/PwYMHMZlMLF68uEDvJa+4r9W5c2cWLlzIpUuXgKx78KdPn6Zly5b8/fffnDx50rwcuKo97bp16/Dx8cHzBhNQtGvXjsWLF5OSkkJCQgK//fZbnuvl1562Xbt2/PrrryQnJ5OUlMTixYtp27ZtvuN5enoSGBhoboOrtea///4DoHXr1syfPx/guvvx0qZWlHRShAem1FTCJ07CsXp1yj0yrKjDuWU2leiL+3P0xbFN7eTJk7nrrrvo1KkTAQEBBXofecV9rfr16zNx4kS6detGSEgIXbt25eLFi/j6+jJjxgz69+9Pw4YNuf/++4Gsoruc1q9jxozhu+++u2EMYWFh3H///YSGhnLvvffmm6RzH7Nrtx82bBjNmjWjefPmPP744zRq1OiGY/7vf/9j5syZNGzYkAYNGrBkyRIApk6dyrRp02jatCnX/u5Jm1pRkkkRXpboGd+QcfZs1jPzjnd++2Luquc4eWZ9IURWQFprm/tq3LixvtaBAweuW2ZtO3fu1A899JDWWuu1a9fq3r17W2Xc3377TU+dOrVQ9mXNuG1B27Zt9eXLl4s6jBsqDn83RPE09te9utYbK3RMUlpRh1Jk0k6e1AeDgvW5l14ulP39tXmKDpoTpN+d36tQ9pcD2K7zyYml8h59UZE2taVLZGQkL774It7epfeSpyi5pAgv60Q4fMI7KCcnyr/6yh3v7+y5zbxxYCb1sOPFu6332K0keit79NFHAejQoUOJbGFaUuMuCr6+vtxzzz1FHYYQt0WK8CBh5UqS/v2X8m++ib2v7x3tKy01jpf+zJpgZ0rXr3ByLlMIERaMJHohhBDXKe1FeMbERCLefQ+n+vXwHvTAHe/vvcUDOWgw8kWdR6lU6fpHpi3JporxhBBC3DkpwoOoz78gMyqKgHHjULc5bXmOX9e8wqL0izzuUZf2LV4spAgLzqYSfXGvuhdCiJIgZya8/o1K1vPihSX10CEu//gjZe67D5eGDe9oX4ePLGXimRU0w5mn+/5YSBHeGptK9LqYd68TQojiLqcIr1eQP95upa8IT5tMhI9/GzsvL/xeeP6O9pUQd5YXN7yBJ/D+Xf/D3t7ppttYgk0l+uLuTtvUCstbt26d+SmFpUuXMnnyZAB+/fVXDhw4YF4vdytcS+nQoQPbt28HoEuXLsTExFh0PCEAlmUX4T3YvGpRh1Ik4n75hZTdu/EbPRq7O+h0qY1G3lxyH+cNmo+avo5PudqFF+QtkkRvRXfapraw5UwlW5wVZYx9+/ZlzJgxwPWJPncrXGsYMmQI06dPt9p4ovSaW4qL8DJjYrj04Ue4NGmM1z1339G+vlv+GH/pRF4o35awoAcLKcLbI4neigrSpnbmzJm88MIL5m2++eYbXnzxRZKSkujduzcNGzYkKCiIBQsWAFltV1999VWaNWtGs2bNzFPn/vbbbzRv3pxGjRrRpUsXc1Oa8ePHM2LECLp168bQoUPZv3+/uZVsSEgIR48eBci3xWx+cp99RkVFmbv0zZkzh/79+9OjRw9q1arFK69ceRbV3d2dl156ibCwMDp37kxkZKR5X6+//jrt27dn6tSp7Nixg/bt29O4cWO6d+/OxYsXgbxb8mqtGT16tLl9b85xWrduHR06dGDAgAHUrVuXwYMHm2cLXLlyJXXr1qVNmzb88ssv5vjmzJnDM888w7///svSpUsZPXo0oaGhHD9+3NwKF7Ia+DRq1Ijg4GAeffRRc7ObatWqMW7cOMLCwggODjbPcJiUlMSjjz5K06ZNadSokXmGvZSUFB544AFCQkK4//77ze1xIetDx836Hwhxp0p7EV7klCkYExPxf+utO3r/23fM4NPL2+lqX5ah3afdfAMLK5WP14W/+y5pBwu3Ta1Tvbr4v/56vq8XtE1tzj/0H3zwAQ4ODsyePZuvv/6alStXUqFCBZYvXw5w1VSrnp6ebN26le+//57nn3+eZcuW0aZNGzZv3oxSim+//ZYPPviAjz/+GMhq0bphwwZcXFx49tlnee655xg8eDDp6ekYjUYOHjzIggULrmsxO3To0Ns6Nrt372bXrl04OTlRp04dnn32WSpXrkxSUhJhYWF8/PHHTJgwgbfffpsvvvgCyGq7+/fff5ORkUH79u1ZsmQJvr6+LFiwgDfeeINZs2bl2ZL3l19+Yffu3fz3339ERUXRtGlT2rVrB8CuXbvYv38/FSpUoHXr1mzcuJEmTZowfPhw/vrrL2rWrGmekje3Vq1a0bdvX+666y5zq94cqampDBs2jDVr1lC7dm2GDh3Kl19+yfPPPw+Aj48PO3fuZPr06Xz00Ud8++23TJo0iU6dOjFr1ixiY2Np1qwZXbp04euvv8bV1ZU9e/awZ88ewsLCzON4e3uTlpZGdHQ05cqVu60/ByFuZn4pLsJL3rWL2J8XUvbRR3GuffuX2aPC/2P0f1OppOyYcM/PKEPRn08XfQSFqDhX3d+oTa2dnZ253aubmxudOnVi2bJlHDp0iIyMDIKDgwkODmb16tW8+uqr/PPPP+QuOBw0aJD5/5s2bQLg3LlzdO/eneDgYD788EP2799vXr9v377mjmotW7bk3Xff5f333+f06dO4uLhc1WI2NDSUNWvWcOLEidt+7507d8bLywtnZ2fq16/P6dOnATAYDObE+tBDD13VByBn+eHDh9m3bx9du3YlNDSUiRMncu7cuTxb8rq6urJhwwYGDRqEnZ0d5cuXp3379mzbts18vCtVqoTBYCA0NJRTp05x6NAhAgMDqVWrFkopHnrooVt6b4cPHyYwMJDa2f8wPPzww6xff2UO6/79+wNX2t0CrFq1ismTJxMaGkqHDh1ITU3lzJkzrF+/3jx+SEgIISEhV40lLW+FJaWkG/llV+kswtOZmYS/PQF7f398n37qtveTmZ7E6N+HkagUUzp8grubXyFGefts6oxeF7Af/Y3OvC2loG1qAR5//HHeffdd6tatyyOPPAJA7dq12bFjBytWrOC1116jW7duvPXWW9ftJ+f7Z599lhdffJG+ffuybt06xo8fb14npwc7wIMPPkjz5s1Zvnw53bt359tvv823xeyN2NvbYzKZgBu3u83dZvZaud9HToxaaxo0aGD+AJMjPj4+z33kXI7Pi7Xb3eYeM/d4WmsWLVpEnTp1rlv/RrFIy1thScv2XCAhtXQW4cX873+kHTpExc+mYsj17+Ot+nzx/Ww3ZDKp+n3UDuxciBHeGZs6oy/OCtqmFqB58+acPXuWuXPnms/WL1y4gKurKw899BAvv/wyO3fuNO8n5z70ggULaNkya8aluLg4KlbMuvx2o05wJ06coHr16owaNYq+ffuyZ8+efFvMAgwdOpStW7det59q1aqxY8cOAPO965sxmUzmdefOnZtnu9s6deoQGRlpTvQZGRns378/35a87dq1Y8GCBRiNRiIjI1m/fj3NmjXLN4a6dety8uRJjh8/DpDvffD82t3WrVuXU6dOmWsjfvjhB9q3b3/D9929e3c+//xz84eEXbt2AVe36t23bx979uwxb6O1Jjw8/KpbP0IUprlbz1DD163UFeFlREQQOfUz3Nq1xaNr19vez9q/32ZW6mkGuFajb9u3CjHCOyeJ3ooK0qY2x3333Ufr1q3NDVH27t1rLo6bNGkSb775pnndtLQ0mjdvztSpU/nkk0+ArKK7gQMH0rZtW3x8fPKNacGCBQQFBREaGsqhQ4cYOnRovi1mAfbs2ZNnO9uXX36ZL7/8klatWhEVFVWg4+Hm5sb+/ftp3Lgxf/31l/kKRW6Ojo4sXLiQV199lYYNGxIaGsq///4L5N2St1+/foSEhNCwYUM6derEBx98gL+/f74xODs7M2PGDHr37k2bNm2oWjXvs5kHHniADz/8kEaNGpk/FORsP3v2bAYOHEhwcDAGg4GRI0fe8H2PHTuWjIwMQkJCCAoKYuzYsQA8+eSTJCYmmms0cn9A2bFjBy1atMDe3qYuwoliojQX4V16/310Zib+b7552+/97Ik1vHHiJ+ppR8bcPb+QIywE+bW1K8lfttCmtnfv3nr16tU33WfVqlV1ZGRkocV4I3FxcXrAgAGFtj83N7dC25etGzVqVIF+H25Hcfi7IYrWW9ntaC8nlq52tAkbNugDderqS198cdv7SIkP1wO+DdKtZjXQZ8N3F2J0t4YbtKmVM3orKkib2tjYWGrXro2LiwudOxefezyQVd3/888/F3UYpVJQUFCx+30QtqG0FuGZ0tKImPAODlWrUO7xx29zJybe+3Ugh+zhvYbPUan8nU2XaylyHdDKbtamtkyZMhw5cqTA+8up5C6JEhMTizqEEmP48BvWlwpx23KK8EpbO9romTNJP32ayt9+i8Hp9qamXbzyaX4xxTC8bGPahRXfv6NyRi+EEKXYvOwivGaBZYs6FKtJP3OG6K++xqNnD9zbtL6tfRza8z8mRfxDc4MHT/f6tpAjLFw2leiL83P0QghR3BwKj2dnKSvC01oTPmkSyt6e8tlTXN+q+MjDvLDtXbxQvN93PnZ2xfviuE0lei3d64QQosDmbcmaCe/esEpFHYrVJKxeTdLf6/EZ9SwO5cvf8vY6I403lw0m3E7xcetJlPMq/rc8bCrRCyGEKJjSWIRnSkoiYtK7ONWpQ9lbnAUzx+wlg1lrSOPFKr0Ird23kCO0DEn0VnS7bWpzt0sV18vdUKdXr17ExsYSGxt7Vbe3CxcuXDdPfWHL3eJ22bJljBs3zqLjCXEnSmMRXuT06WSGh+M/bhzqNuak2PbvR0xNPEQ35wo81PF9C0RoGZLoreh229Tmbpda3N3qh5jCtmLFCsqUKXNdoq9QoUKBZ+wrDL1792bp0qUkJydbbUwhbkVpK8JLPXKEy999j9eAe3ENa3TL20ee+ZfRh2ZTBQfe7ju/RNU0SKK3otxtai9evEi7du0IDQ0lKCiIf/75B8hqmRoWFkbDhg3Nz03ntEsFGDZsGCNHjqRt27bUrl2bZcuWAdC2bVt2795tHqt169ZXTaF6rdxnnwDPPPMMc+bMAfJvrzp+/HiGDBlCp06dqFWrFt988415Xx07duTBBx8kODgYo9HI6NGjadq0KSEhIXz99dfmcT744AOCg4Np2LCh+cPL7t27adGiBSEhIfTr14+YmBgg60w9pwVv7dq1zcfoRu1cq1WrRlRUFGPGjOH48eOEhoYyevRoTp06RVBQEJA1Z/wjjzxCcHAwjRo1Yu3atebjnF9L3VWrVtGyZUvCwsIYOHCg+dHA/FrcKqXo0KGD+c9HiOKktBXhaa0JnzABOzc3/F566Za3z0y+zOg/R5JsUEzpMh13l5I1TXDxLhW0kH9+OkLU2cJ9htunsjtt78u/teG1bWrnzp1L9+7deeONNzAajSQnJxMZGcnw4cNZv349gYGBXL58Oc99nTp1ir///pvjx4/TsWNHjh07xuOPP86cOXP49NNPOXLkCGlpadd1P7ul95NHe1XImgJ38+bNJCUl0ahRI3r37g1kzdu/b98+AgMDmTFjBl5eXmzbto20tDRat25Nt27dOHToEL/++itbtmzB1dXV/P6GDh3K559/Tvv27Xnrrbd4++23+fTTTwHIzMxk69atrFixgrfffpvVq1fz5Zdf5tvONcfkyZPZt2+f+cNP7vkGpk3L6g+9d+9eDh06RLdu3cxzF+TVUtfFxYWJEyeyevVq3NzceP/995kyZQqvvPLKDVvcNmnShH/++Yf77rvvtv8chLCE0laEF7dkCSnbd+D/zgTsvW8xSWvNZ78MYIe95t26j1KrUkvLBGlBckZvJde2qW3atCmzZ89m/Pjx7N27Fw8PDzZv3ky7du0IDAwEoGzZvC+p3XfffRgMBmrVqkX16tU5dOgQAwcOZNmyZWRkZDBr1iyGDRt2R/Hm1V4V4O6778bFxQUfHx86duxobnDTrFkzc9yrVq3i+++/JzQ0lObNmxMdHc3Ro0dZvXo1jzzyCK6urub3FxcXR2xsrLkRTEHavN6snevNbNiwgSFDhgBZTWmqVq1qTvR5tdTdvHkzBw4coHXr1oSGhvLdd99x+vTpm7a4lbayojgqbUV4xthYLn3wIS6hoZS5995b3n7Nny8z2xjJfV716NP8RQtEaHml8oz+RmfelnJtm9p27dqxfv16li9fzpAhQxg9ejRlypQp0GW0vNrburq60rVrV5YsWcJPP/1kLk7LT+62spB/a9lr28rm11o3d+tbrTWff/453bt3v2rdlStX3vJlwoLGcSv0Lbay1VrTtWvX6zrb7d69W9rKihKntBXhXfr0U4yxsfjPmoky3Nq57ZmDi3nz/Eoa2Lnx6l0/WChCy5Mzeiu5tk3t6dOn8fPzY/jw4Tz22GPs3LmTli1b8vfff3Py5EmAfC/d//zzz5hMJo4fP86JEyfMfc0ff/xxRo0aRdOmTc1XA7Zu3crQoUOv20fVqlU5cOAAaWlpxMXFsWbNmgK9jyVLlpCamkp0dDTr1q2jadOm163TvXt3vvzySzIyMgA4cuQISUlJdOvWjVmzZpkL1C5fvoyXlxfe3t7m++8FafN6o3auOfJrK3vt9keOHOHMmTN59obP0aJFCzZu3GhuRZucnMyRI0du2uL2yJEj5roAIYqL0lSEl7JnD7ELfqLskIdwrlv3lrZNjT3NixvfxKAMfNz7Bxztb2+a3OKgVJ7RF5WcNrVdunRh3bp1fPjhhzg4OODu7s7333+Pr68vM2bMoH///phMJvz8/Pjzzz+v20+dOnVo3749ERERfPXVVzg7OwNZl7c9PT155JFHzOueOXMmz7PKypUrc9999xESEkKtWrVo1KhgVajNmjWjd+/enDlzhrFjx1KhQoXr5uZ//PHHOXXqFGFhYWit8fX15ddff6VHjx7s3r2bJk2a4OjoSK9evXj33Xf57rvvGDlyJMnJyVSvXp3Zs2ffMIYnn3ySRx55hJCQEEJDQ/PsN1+uXDlat25NUFAQPXv25Omnnza/9tRTTzFy5EiCg4Oxt7dnzpw5V53JX8vX15c5c+YwaNAg0tLSAJg4cSK1a9c2t7j18fGhTZs27Nu3z7zd2rVree+99wp0XIWwhpwivDd717P5IjxtNBI+/m3sfXzwefbZW9vYmMGkxfdx2MHAtMZjqFgu/xOBEiG/tnYl+asktKm9XQ8//LD++eef83zt/PnzulatWtpoNJqXvfzyy/q///67ozFzjBs3Tn/44YeFsi9bFx4erjt16lTUYRRIcfi7IayjNLWjjf7xR32gTl0dt3z5LW+76JfBOmhOkP5s5ZMWiMwyKC1taov7XPcFaVN7u77//nuaN2/OpEmTMOS6D/Xhhx/eUfW9uD1nzpzh448/LuowhDArTUV4mZGRRH46FbdWLfHo2fOWtj24bTqTYnfTwqEcT3X93EIRWpfSNyhMKqmaNGmiry1GO3jwIPXq1SuiiIQovuTvRumwcMc5Xv75PxaMaEHz6uWKOhyLOj/6FRJWriRw6RKcsp8GKoj4Czu5//eHSLdz4OcBqyjrfutz4RcVpdQOrXWTvF6Te/RCCFEKzN1yulQU4SVt3kL8b7/h89STt5TkTanxvLHiEcLtDcxu/3GJSvI3Y1OX7m/GFq9eCHEn5O9E6VBaZsLT6emET5iAQ6VKlBsx4hY21Mz+5T7WOZh4qcYAQgO7WC7IIlBqEr2zszPR0dHyD5sQ2bTWREdHm5/aELZr3pYzONrZ/kx40XO+I/3ECfzHvonhFn6vt60dy2fp5+juFsjgNrbXjKrUXLqvVKkS586dIzIysqhDEaLYcHZ2plIl2/7Hv7TLKcLrGWzbRXgZ588TNX06Hl274H6TuThyizy6ktGnfqGKnStv951rk1c8Sk2id3BwME/RKoQQpcXyvRdJSM3kQRufCS980rtgMFD+9dcLvE1G/AVe/vslku3t+LbHN7g5ulswwqJTai7dCyFEaTR3y2mq23gRXsJff5H411/4Pv0UDgEBBdvImMlnvwxkp4OBt0Kepmb5W29dW1JIohdCCBuVU4T3oA0X4ZlSUoiYOAnHmjUom8d03/lZs3wkc1Q895cL466wkRaMsOhJohdCCBs1f+tZmy/Ci/rqazIuXCBg3DiUg0OBtjm9azZvRm8iyM6TV3p+Y+EIr3dsxyWS4tKsNp4keiGEsEEp6UYW7Txn00V4aSdOED1rFl53341rHg228pISsZ8Xd3yAnbLj47v+h6OddY/N2QOXWTVzP1t/O2m1MUtNMZ4QQpQmtl6Ep7Um/O0JGFxc8HtldMG2SUtk0m8PcdTejmktx1OhTDXLBnmNmPAk/vh2H2UDXGk9oKbVxpUzeiGEsEG2XoQXv2w5yVu24PfiC9iXK8CUvlrzy+LBLHHI5IkqPWhbp7/lg8wlNSmD5dP3YLBT9HoqBEdn651nS6IXQggbY+tFeMaEBCLefx/n4GDKDBxYoG0OrH+Xd1OO08o5gJEd3rdwhFczGk2snLGPhMup9BwZgme561uHW5JcuhdCCBtj60V4kVM/wxgdTeWvvkLZ2d10/bgT63jx2I942zszuc887Aw336awaK35Z/4Rzh+OocuwegTU8LLa2Dkk0QshhA2x9SK8lP37iZk7F+9Bg3AJanDT9U2Jl3hjzTNEONgzp/PneLtat3Pf3nXn2P/PBcJ6VKVOiwI+41/Iiv2le6XUPUqpb5RSS5RS3Yo6HiGEKM5yivAG2WARnjYaCX97AnZly+L7/HM338BkZNaiAfztqHi53lAaVmpj+SBzOb0/mg0/HSWwoQ8t+la36ti5FUmiV0rNUkpdUkrtu2Z5D6XUYaXUMaXUGACt9a9a6+HAMOD+IghXCCFKjHlbz1Dd143mNliEF/vzQlL37KH8q69g5+l50/W3/v4cn+vL9PSqx4PNXrZChFdcvpjEqm/2UbaiO10eqY8yFF2tRFGd0c8BeuReoJSyA6YBPYH6wCClVP1cq7yZ/boQQog8HA5PYMfpGJsswsuMjubSJ5/g2qwZnnfdddP1I/bOZ3TEX1S1c2N87zlWPR6piRksn/Yfdo529LZyhX1eiiTRa63XA5evWdwMOKa1PqG1TgfmA3erLO8Dv2utd1o7ViGEKCnmbc1qR9vfBovwLn30MaakJPzHvXXTpJ0RdYTRm94mxWDHJz1n4+rgaqUowZhp4vev95IUm06vkcF4lC36NtDF6R59ReBsrp/PZS97FugCDFBK5TshsVJqhFJqu1Jqu7SiFUKUNinpRn7JLsIra2NFeMnbtxO3eDHlHnkEpxo1brxyejKf/jqIXU72jG88mho+9W+8fiHSWvP3vMNcOBpLp6F18a9u/Qr7vBSnqvu8PqJprfVnwGc321hrPQOYAdCkSRNdyLEJIUSxtnzvReJtsAhPZ2QQ/vYEHCpUwOepJ2+ysubPXx/me4d0HvBvTa/ggje5KQz/rTnLwY0XadKrGrWb+Vt17BspTon+HFA518+VgAtFFIsQQpQotlqEd/n7H0g7epRK06dhcLnxRDOn/v2EsUkHCHb2ZXSXm54fFqpTe6P4d9ExajTypdldgVYd+2aK06X7bUAtpVSgUsoReABYeis7UEr1UUrNiIuLs0iAQghRHNlqEV7GxYtETpuGe8eOeHTqdMN1U878y4sHZuBgsOfju360arOa6POJrJq5H5/KHnQeVrQV9nkpqsfr5gGbgDpKqXNKqce01pnAM8AfwEHgJ631/lvZr9b6N631CC+v4nFfRAghrMFWi/Ai3psMJhPl33j9huvppGgmrhzBMQcHJrd9nwAP6x2HlIR0lk/fg4OTHb2eDMbByXqz7hVUkVy611oPymf5CmCFlcMRQogSy1aL8BLXrydh1Sp8n38ex0o3SNwmIwsX3cdSJ8WTgffQunqP/NctZMaMrAr75Ph0+r0Uhrt30VfY56U4XboXQghxi2yxCM+Umkr4OxNxrF6dco8+csN19/85hvdMEbRyq8oTbcZbJ0CyKuzXzT3ExWNxdH64HuWr3XwCn6JSnIrx7phSqg/Qp2ZN6/X5FUKIomSLRXjRM74h4+xZqsyZjXLM/ypF3IFfeensMso5ujG59/dWbVaz688zHNoUTtO7AqnVpLzVxr0dNnVGL/fohRCliS0W4aWfOkX0N9/geddduLVoke96pssneP2fMUTY2/Nx1y/xdrHeB52T/0WyafFxajbxo2nvalYb93bZVKIXQojSxNaK8LTWhL8zEeXkhN8ro/NfMSOVmb/cz3pnB0YHjyAkoKnVYow6l8ifsw7gV8WDzkPrlYgPWJLohRCiBMopwusRZDtFeAl//EHSxo34PvccDn5++a63eenjfGGfQs9yDRkU9ozV4kuOT2f59P9wdLGn15Mh2DsWvwr7vNhUopfn6IUQpcWK7CK8B5vbRhGeMTGJiHffw6l+PbwfzPPBLAAitkzn1bidVHPwZHz3GVY7o87MMPL7V3tJTcig91MhuJVxssq4hcGmEr3coxdClBZzbawIL+rzz8mMjCRg3DiUXd5nyhnndzD6v6mk2NnzSa/vrNasRmvNuh8PE34iji6P1Me3iodVxi0sNpXohRCiNLC1IrzUQ4e4/OOPlLnvPlwaNsx7pZQYPlk2jF1Ojrzd/E2qe9eyWnw7/zjN4S3hNO8bSI2w/G8pFFeS6IUQooSxpSI8bTIR/vYE7Dw98Xvh+bxXMplYtXAQPzjDoEqd6Vn3PqvFd2JXJJt/PUGtpuVp3LOa1cYtTDaV6OUevRDC1tlaEV7c4sWk7NqF3+jR2JUpk+c6p/4ax1uZZwlxLs/oDh9aLbbIMwn8OXs/5QM96TSkbom9emJTiV7u0QshbJ0tFeFlxsRw6cOPcGncGK977s5zneTDK3jh5E84GBz5qNf3ONg5WCW2pLg0Vny5B2c3B3qODC4xFfZ5salEL4QQtm7u1jNU97GNIrzIKVMwJiTgP+4tlOH6dKRjzvDO2hc57uDI+x0+JsCjglXiykzPrrBPyqDXUyG4eZWcCvu8SKIXQogSIqcIb5ANFOEl79pF7M8LKfvwwzjXrn39Cplp/LzoPpa5OPBknUG0qnrjNrWFRWvNXz8cIuJkPF0fbYBv5ZJVYZ8XSfRCCFFC5BTh3du4ZBfh6cxMwt+egH358vg+/VSe6+xf9hST7RNp7VWbJ1qMsVpsO34/xdFtEbS4pzrVQ32tNq4l2VSil2I8IYStSs2wnSK8mLlzSTt0iPKvv47Bze2612N3zOLFqH/xsXdlco+ZGJR1UtWxHZfYsvQkdZr7E9a9qlXGtAabSvRSjCeEsFXL99hGO9qMiEtETv0Mt7Zt8ejW9brXTRf38Nq2yVyyt+fjrjMo41zGKnFdOh3PmjkH8K/uRceHSm6FfV5sKtELIYStmpddhNeieskuwrv0/mR0Rgb+Y9+8PpmmxPLNkofY4OLEq41GEVw+1CoxJcWmsWL6Hpw9sirs7RxsKzXa1rsRQggbdCQige02UISXuHEj8St+p9wTI3Cscs2VCZOJTb8MZZqziV7lm3F/yONWiSkj3ciKL/eQnmqk91MNcfUs2bdF8iKJXgghirm5W0p+EZ4pPZ2ICe/gULUK5R6/PomH/z2JV9OOUd2pLOM6f26VDzTapFkz5yCXziTQ9bEG+FRyt/iYRcG+qAMQQgiRP1spwrs8cybpp09T+dtvMThd/Vx6xrE1vHzkB9KcXZjSc47VmtVsW36S4zsv0ap/TQJDfKwyZlG4pTN6pZRBKeVpqWCEEEJczRaK8NLPniXqq6/x6NED9zatr34x7jxTVj3Nf85OvN3qbaqXqW6VmI5uj2Db8lPUbRVAaNfKVhmzqNw00Sul5iqlPJVSbsAB4LBSarTlQ7t18nidEMLWlPQiPK014RMnouzsKP/aNc/DZ6azcuH9/OjmwOBqvehR6x6rxBRxKp413x0koKYXHQbVKdF1DwVRkDP6+lrreOAeYAVQBRhiyaBulzxeJ4SwJbZQhJewejVJf6/HZ9SzOJQvf9VrJ1Y8zzhDDA3dKvNSm4lWiScxJpUVX+7B1dORnk/YXoV9XgryDh2UUg5kJfolWusMQFs0KiGEECW+CM+UlETEu+/hVKcOZR966KrXknfP5aWINTjZOfNRz1lWaVaTkWZkxZd7yUgz0vupEFw8Sm7Nw60oSKL/GjgFuAHrlVJVgXhLBiWEEKWdLRThRX35JZkXL2Y1rbG/UvutIw4w4d9xHHdwZHKnT/F387d4LFkV9geIOptAt8caUK6ibVbY5+WmiV5r/ZnWuqLWupfWWgNngI6WD00IIUqvkl6El3b0KNFzvsPr3v64hoVdeSE1np8WP8hyN2eeqv8wrSq1tUo8W5ed5PiuSFrdW5NqwbZbYZ+XW368LjvZZ1ogFiGEENlKchGe1prwtydg5+aG38sv536BfYsf4X3nTNqUDWJE0xetEs+RreFsX3GK+q0DaNjZtivs82L7VQhCCFHClPQivLglS0jevh3fl1/C3tvbvDx2w0e8mHwAHwcP3uv6lVWa1YSfiOOv7w9RoVYZ2pWCCvu85HuUlVIB1gxECCFElpJchGeMi+PSBx/i0rAhZe6917zcdPIfXts3gyh7B6Z0s06zmoTLqaz4ai9u3k5ZFfb2pfPc9kaX7mcppbyBdcBKYIPWulhfsldK9QH61KxZs6hDEUKI21LSi/AuffopxthY/Gd+izJkJ9aEcGasGM4Gd2febPwSQb7BFo8jPTWT5dP3YEw3cs8LjXB2t3xVf3GV78cbrXVPoANZib4fsFkp9YtSaoRSqlhWh8hz9EKIkq4kF+Gl7N1L7PwFeD80GOd69bIWGjP49+cHmO5mT+8KbbivwVCLx6FNmtWzD3D5fCLdhwdRNuD6nvelyQ2L8bTWqWSdza8EUEoFAj2BL5RS/lrrZpYPUQghSo+SWoSnjUbCx7+NvY8PvqNGmZeHr3yFMVyihos/b3X42Cr3yDcvOcHJ/6Joe38tqjQoZ/HxirtbumGhtT6ptZ6ute4LtLFQTEIIUSqV5CK8mPnzSd2/n/KvjcHOPesZ9Yy9P/PSueWk2TsypcdMqzSrObT5Ijv/OE2DdhUJ7lDyahws4ba712mt0wszECGEKO1KahFeZmQkkZ9Oxa1VSzx69sxaGHmYj9e/zh53Zz5qPYlAr0CLx3HxWCxrfzxExTretL2/Von7sGQppbMEUQghipmcIrzuJbAIL+LDD9GpqZQfOzYruaYlsnLRIP7n7sxD1e+he43eFo8hPiqF37/ei0dZZ3qMCMLOTtJbjgIdCaWUi1KqjqWDEUKI0mrF3qwivAdLWBFe0patxC/9jbKPP4ZTYCBozYlfH2ecUxoNPQJ5sdVbFo8hp8LeZNT0fioEZ7fSW2Gfl4K0qe0D7OZKQV6oUmqpheMSQohSZe6WMwSWsCI8nZ5O+IQJOFSqhM8TTwCQvOlzXozfhZO9Kx91n2HxZjUmk+bPmfuJCU+m+/AgvP1Ld4V9XgpyRj8eaAbEAmitdwPVLBWQEEKUNleK8CqXqPvK0XO+I/34cfzHvonB2Rl9ehPjd0/lhKMj73f6zCrNajYtPs6pvdG0va8WleuVnA9J1lSQRJ+ptY6zeCRCCFFK5RThDWhccuZhzzh/nqjp0/Ho2gX39u0h8RLzlz3G726uPBM8nJYVW1o8hoP/XmD3n2cIbi8V9jdSkKr7fUqpBwE7pVQtYBTwr2XDEkKI0qGkFuGFv/seKEX5114DYyZ7Fg7mAzcD7Xwb8XijZyw+/oWjsaz732Eq1fWmzX21LD5eSVaQM/pngQZAGjCPrF70z1swJiGEKDVKYhFewl9rSVyzBt+nn8KhQgVi/nyDl4znKO9Uhnc7f27xZjVxkSn8/tVePH1c6D48CINU2N/QTc/otdbJwBvZX8WazHUvhChpSloRniklhYhJk3CsWYOyDz+M8cASXju5iGhXV37o+jVeTpadgjw9JavCXmupsC+oglTdN8me436nUmpPzpc1grtVMte9EKIkKYlFeFHTppFx/jwB48ah4k4zY81LbHR1YUyzMTTwaWDRsU0mzR/f7icuIpkeTwRTprzlZ9qzBQW5R/8/YDSwFzBZNhwhhCg95m0tWUV4KXv2ED1rNmUGDsS1YX02zu7Alx7O9KnUiYF1B1l8/H8XHePM/mjaP1iHSnW8b76BAAqW6CO11vLcvBBCFKLUDCOLdpScIjxTejoXXn8dez8//Ea/zMUlTzLGIYkabpUY236yxa9I7P/nPP+tOUtIp0oEtato0bFsTUES/Til1LfAGrIK8gDQWv9isaiEEMLG5RThDWpWMs7mo6ZNJ/3YcSp/MwPTwbm8fHkzGS7ufNJtBi72LhYd+/zhGNbPO0KVBmVpfa/UYN2qgiT6R4C6gANXLt1rQBK9EELcpnlbs4rwWlYv/m1UU/btJ/rbb/Hq1w/3QBfeXfwBezzd+Ljte1TzqmbRsWMvJfP7jL14+bnQ7XGpsL8dBUn0DbXWwRaPRAghSokjEQlsOxXD673qFvsiPJ2ezsXXX8e+bFnKjxrO74vuYp6nG0Nq30e3wO4WHTstOYMV0/egUPR+OgQnl9tuuFqqFeSj0WalVH2LRyKEEKVESSrCi/p6BmlHjuA/fhyn/3yWcW4Q6lWLF5qPsei4JqMpq8I+MoWeI4Pw8pUK+9tVkI9HbYCHlVInybpHrwCttQ6xaGRCCGGDSlIRXuqhQ0R9/TWeffpgZ9jCC2nHcHHx5KOuX+JgsOzz6xsWHuPsgct0HFKXCrWkwv5OFCTR97B4FEIIUUqUlCI8nZHBhddfx65MGcoPasMbm57npLsbMzpNpbxbeYuOve/vc+xde47QLpWp37qCRccqDfJN9EopT611PJBgxXiEEMKmlZQivOiZM0k7cJCK749n0cbRrPB045ngEbSoYNlmNWcPXmb9gqNUDS5Hy/5SYV8YbnRGPxe4C9hBVpV97ooRDVS3YFxCCGFzSkoRXtrRo0RNm45Hj+6cifqK9z0caOPbiOGNnrbouLERyfzxzT68/V3p9mgDDIbie4xKknwTvdb6ruz/B1ovHCGEsF05RXj3hhXflqo6M5MLr7+Bwd0dl9YmHo0Px8epHO91+syizWpSkzJYNu0/lEHR+6kQHKXCvtAUZK77NQVZJoQQIn9Z7WjP0z3In3LuTkUdTr4uz5lD6t69+D3Sg7FRK4i0d2BK168o41zGYmMajSb++GYfCdGp9BwZjKePZSfgKW1udI/eGXAFfJRS3ly5dO8JSHWEEELcghV7LxKXklGsi/DSTpwg8rPP8Wjfkp9Sv+cfLxfeaPoKQT5BFh13w09HOXcohk5D61GhZhmLjlUa3ejayBNk9Z2vQNZ9+pxEHw9Ms2xYQghhW4p7EZ42Grn4+hsYXFw4X3cf0zyd6VmxPffXG2zRcfeuO8e+v8/TqFsV6rUKsOhYpVW+l+611lOz78+/rLWurrUOzP5qqLX+wloBKqWqK6VmKqUWWmtMIYQoTEezi/CKczvayz/8QMru3Tj38OcVr0Squfozvv0HFo33zIFo/vnpKNVCfGhxTw2LjVPa3fQevdb688IeVCk1Syl1SSm175rlPZRSh5VSx5RSY7LHP6G1fqywYxBCCGuZW8yL8NJPnyby06m4htXkzYD9pNg78km3Gbg6WG42upjwJP74Zj9lA9zo+mh9qbC3oKLqDjCHaybiUUrZkXVLoCdQHxgkU+8KIUq64l6Ep00mLr7xJsrewNLgA+xycebt1hOpXsZyT1CnJmawbNoe7OwVvZ4KxtFZKuwtqUgSvdZ6PXD5msXNgGPZZ/DpwHzgbqsHJ4QQhai4F+HFzJ1H8vbtRLdIZ0YFVx6ofjc9a9xlsfGMmSZWzthLYkwqvZ4MwbOcVNhb2o2q7sNutKHWemchx1IROJvr53NAc6VUOWAS0Egp9ZrW+r28NlZKjQBGAFSpUqWQQxNCiNtTnIvw0s+d49KUjzHU9OClsESCPWowutVbFhtPa836+Uc4fySWLo/Ux7+6l8XGElfc6HrJx9n/dwaaAP+RVXkfAmwhq9lNYcrrBo3WWkcDI2+2sdZ6BjADoEmTJrqQYxNCiFt2tBjPhJdzyR5TJu93TMLOwYOPun2No53lGu3s+escBzZcoHGPqtRp7m+xccTVblR131Fr3RE4DYRprZtorRsDjYBjFojlHJD72lYl4IIFxhFCCKuYu/UMDnaqWBbhxf70E8lbtrC5ZQrbfRx5r+MUKrhbboqU0/ui2bjwKNVDfWneV2ZQt6aC3KOvq7Xem/OD1nofEGqBWLYBtZRSgUopR+ABYOmt7EAp1UcpNSMuLs4C4QkhRMGZi/AaFL8ivIzz57n0wQckVoaPmzsxov7DtK3UzmLjRV9I5I9v91GukjtdHqmPkgp7qypIoj+olPpWKdVBKdVeKfUNcPBOBlVKzQM2AXWUUueUUo9prTOBZ4A/svf/k9Z6/63sV2v9m9Z6hJeX3PcRQhSt3/dlFeE92Lx41Qxprbk49i1MGam82dtAi3JBPNn4BYuNl5KYzorpe3BwtKPXkyE4ONlZbCyRt4I80/AI8CTwXPbP64Ev72RQrfWgfJavAFbcyb6FEKI4mLvlDNXKuRa7Iry4RYtI+vdfFnXWZPp6837X6dgZLJN8jZkmfv9qL0lx6fR7MQyPss4WGUfc2E0TvdY6VSn1FbBCa33YCjHdNqVUH6BPzZrSw1gIUXRyivBe61m8ivAywsOJeHcS5yua+KWpIzO7TKOsc1mLjKW1Zt3cw1w8Fke3xxpQPtDTIuOImytI97q+wG5gZfbPoUqpW7p3bi1y6V4IURzM23oWBzvFgMbFpwhPa83FN8aQkZ7C5D4OPB/2HI3K3/Ap6juye/VZDv17kSa9qlGraXmLjSNuriD36MeRNZlNLIDWejdQzWIRCSFECZaaYWTRznPFrggvbvEvJG3cwo/tDYTUa8mQYMvNLH5qTxT//nKMGmG+NLsr0GLjiIIpyD36TK11XHG6/CSEEMVVcSzCy7h0ifB3xnOsIuxv7cO8jp9Y7JZC9PlEVs3cj29lDzoPkwr74qAgZ/T7lFIPAnZKqVpKqc+Bfy0c122Rx+uEEEWtuBXhaa25+NJI0tMzmNHbgY97fou7o7tFxkqOT2f5tD04OGdX2DtKhX1xUJBE/yzQAEgD5pHVj/55C8Z02+QevRCiKF1pR1ul2BThxS+YTdK2g8xvb8fjd42jtndti4xjzDCx8uu9JCek0/upENy9i89ti9KuIFX3ycAbwBvZHebctNapFo9MCCFKmOJWhJd58RznJn/EsQrgNKAHd9e+1yLjaK1Z+79DXDweR7fHG+BXVSrsi5OCVN3PVUp5KqXcgP3AYaXUaMuHJoQQJUdxLMI7+ewDGDM0qwYEMKb9uxYbZ9eqMxzeHE6zPoHUaiIV9sVNQS7d19daxwP3kDWZTRVgiCWDEkKIksZchNeseBThRU9/jcx90Sxta8+YId/hZGeZDx8ndkey6dfj1GriR5Ne1SwyhrgzBUn0DkopB7IS/RKtdQZQLLvDSTGeEKKozNtyNqsIr0bRF+FlHvqXM98s5rg/tH7lYyp7VL75Rrch6lwCf84+gF8VDzoNrVds6hLE1QqS6L8GTgFuwHqlVFWyCvKKHSnGE0IUhaMRCWw9dbl4FOGlxrPzleHYpykuPNWLjtW7WWSYpLg0lk/bg5OLPb2eCsFeKuyLrZsmeq31Z1rrilrrXjrLaaCjFWITQogSIacI796iLsLTmsOTB+JxxMSmzj48OuB9iwyTmWHk96/2kpqUQe+nQnDzKh41CSJvBSnGK6eU+kwptVMptUMpNRWQU2YhhODqIjyfIi7Ci//zQ2J/O83Z8gbumfgT9oaCzIl2a7TWrP3hEBEn4+nySH18q3gU+hiicBXk0v18IBK4FxiQ/f0CSwYlhBAlRXEpwtNntrBu+kxcUxTlJo7Hzyug8MfQmn9/Oc6RrRE0v7s6NRr5FfoYovAVJNGX1Vq/o7U+mf01EShj4bhuixTjCSGsrVgU4SVFs+zzR6h1yMDFu5vSuO3AQh9CmzT/zD/C7j/PENS+Io17VC30MYRlFCTRr1VKPaCUMmR/3Qcst3Rgt0OK8YQQ1lQsivBMRv773yDKrtVE+7vQefyMwh/CpPnrh4Ps/fs8jbpWod0DtYu+6FAUWEES/RPAXCA9+2s+8KJSKkEpVSyr74UQwhqKQxFezNqJ7PjzLF5JUGfKdOycnAt1/0ajiT9n7efQpnCa3hVIy/41JMmXMAWZAlcqLYQQ4hrFoQjPeGwNX/75I/322qMf6odvWIvC3X+GiT++3cfJ/6Jo2b8GYd3kcn1JVKCSTKWUN1ALMH9U1Fqvt1RQQghR3BV5EV7ceWb+9hRt/7IntZIPDUePK9TdZ6RnPUJ39sBl2j1Qm+AOxWP+fnHrbprolVKPA88BlYDdQAtgE9DJopEJIUQxllOE16Io2tEaM9i46EFSt9hRNkET+PXnGJwK76pCemomy6ft4eKxWDoNrUu9VhUKbd/C+gpyj/45oClwWmvdEWhE1iN2xY5U3QshrOHYpStFeAaD9e9Xh//xKrNPX6Lrbk2ZoUNwbRRaaPtOTcpgyae7uXg8jq6PNpAkbwMKkuhTc9rSKqWctNaHgDqWDev2SNW9EMIa5m4puiK8jH2/MOb4MoauBFW5IgEvvFho+05JSGfJp7uIOpdAjxFB1GoqnehsQUHu0Z9TSpUBfgX+VErFABcsGZQQQhRXOUV43YqiCC/6OB//PYaQzfb4xEOV6e9jcC6cKvuk2DSWfLqLhOhUej8VQpX6Rd+cRxSOglTd98v+drxSai1Z09+utGhUQghRTK3cF05cSgaDrV2El5HCykWD2HnZkbd3GPEeMgTXxo0LZdfx0Sks+XQ3KfHp9BnVkAq1vAtlv6J4yDfRK6XK5rF4b/b/3YHLFolICCGKsblbzhRJEd6J355mEolM/t0e+8oB+L3wfKHsNzYimSWf7iIjzUjf50PxD5Rbn7bmRmf0O8jqO5+70iTnZw1Ut2BcQghR7OQU4b3Ws65Vi/CSd8zipeiN3LfBkbKXM6jwySQMrq53vN/oC4ks/XQ3JpPm7hca4VtZpk2xRfkmeq11oDUDEUKI4q4oivD0xT28s+U97GKc6LzNSJlBD+DWvNkd7zfyTAJLp+7GYK/o91IYZQPcCiFaURwVpE2tUko9pJQam/1zFaXUnf+WCSFECVIkRXip8fy8ZAh/ODrx2mp3HAMC8Hvp5TvebfiJOH79ZBf2TgZJ8qVAQR6vmw60BB7M/jkBmGaxiIQQohiyehGe1uz/9VEmOxt5YXtZXC/GETDxHezc7ywpnz8cw5Kpu3Fxd6D/y40p43fntwBE8VaQRN9ca/00kAqgtY4BHC0a1W2SCXOEEJZi7SK8uH8/5aXE/TS65EyT9dGUGTgQt1at7mifp/dH89sX/+FR1pl+L4fhUbZwG+CI4qkgiT5DKWVHVgEeSilfwGTRqG6TTJgjhLCEnCK8B6w0E57pzGbe2DOdaGXPS395Y+/nh98ro+9onyd2RbJi+h68/V3p91Ij3LyKphGPsL6CTJjzGbAY8FNKTQIGAG9aNCohhChGctrRDrBGEV5SFLOWPcbfbs58drgJ6tRmAr6ZgZ3H7VfEH9kazuo5B/Gr6kGfZxvi5OpQiAGL4q4gE+b8Tym1A+hM1qN192itD1o8MiGEKAasWoRnMrJ10WA+d1U8lB6E/5JtePXrh3vbtre9ywMbL7D2x0NUrFWGXk+F4OhcoKalwoYU6E88e377QxaORQghip2V+8KJTbZOO9pLf01gdOZZqjv6cO+iRHTZspQf8+pt72/P2rP8s+AoVRqUpccTwTg42hVitKKkkI92QghxAzlFeC0tXISXcfRPRh+fS4qzK5Mvdibj6HwqTZ+O3W3WHO384zSbFh+neqgv3R5rgJ1DQUqyhC2SP3khhMiH1Yrw4s7z+Z/PsNPZmUn+IzB9txDPPn3w6NTxlneltWbL0hNsWnycWk3L0224JPnSTs7ohRAiH1YpwjNmsGbhA8x2c+SBil2pMX0NmWXKUP711255V1prNi46xn+rz1KvdQAdBlt3ql5RPEmiF0KIPFirCO/s7y8zVl2mgWslHj9Sg8sHfqfiZ1Ox9761DnLapPl7/hH2rz9PcMdKtB1YCyVJXiCX7oUQIk/WKMJL3beIFy+sRNk78UHtt4j58ms8evbAs1u3W9qPyWhizfcH2b/+PGHdq9L2Pkny4go5oxdCiDzM3WrhIrzo47y3/jUOuTkxrc1kjK9OxeDujv/Ysbe0G2OmiT9nHeD4zks07xtI457VUEqSvLjCps7oZQpcIURhOHYpga0nLViEl5HC4kUP8IubE8Nr30+Dv86Quncv/mPfxL5s2QLvJjPDyMqv93J85yVaD6hJk16BkuTFdWwq0csUuEKIwmDpIrzDv41kkkMyzb1qMdz3fiI/+xyPrl3w6NmzwPvISDOyfNoeTu2Npv2DdQjtYqVmO6LEkUv3QgiRi6WL8BK2z+TFy1vwdPLgvS5fEvH48xhcXPB/660Cn42np2SybNp/hB+Po/OwetRtEVDocQrbIYleCCFysWQRnr64h7e2Tea8qzOzun6JYeHvpOzeTYUP3sfe17dA+0hNyuC3z3YTdTaRbo8HUbOxX6HHKWyLJHohhMhl7tYzVLVEEV5qHN8vGcJqV2deDh5JUJovJz6dinvHjnj26VOgXSTHp7N06m5iIpLoMTKYwBCfwo1R2CRJ9EIIkS2nCG9Mz0KeaEZrdi4exifORjr7hDGk4UjOPjwM5eiI//jxBbpknxiTxpJPd5EYk8pdTzekcr2CF+2J0k0SvRBCZLNUEV70ho8ZnXyIii5leafrNGLnzSd5+3YC3n0Xh/I3v/QeH5XCkk93kZKYQZ9RoVSoWaZQ4xO2TRK9EEJguSI84+lNvLp/BnEuzkzvPhOnS3GcnzIFt3Zt8ep3z023j41IZsmnu8hIM3L3840oX82z0GITpYMkeiGEwEJFeElRTF/xOFtcnZjQ9FVql63DmUceRSlFwNtv3/SSffT5RJZM3Q1ac8+LYfhUci+82ESpYVPP0QshxO0q9CI8k5H1ix5khquBfhXb06/+YGIX/ETy5s34vfoKDgE3fiTu0ul4Fk/ZiUFBv5ckyYvbJ4leCFHqHbuUyNaTlxlUiDPhXfhrHK9lnqOOsy+vd/iIjPPnufTBB7i1akmZgQNvuO3FY7Es+WQXjs729Hu5Md7+boUSkyid5NK9EKLUm7f1TKEW4aUf+YMXT/yMycmFKT1m42TnxNmxb6EB/wnv3PCS/blDl1k+fQ/u3s70fS4Uj7LOhRKTKL0k0QshSjVzEV79QirCizvPB2ueY7+rI5+2fZcqXlWJXbiQpH//pfxbY3GsVDHfTU/tjWLl1/vw8nOh73OhuHlZrj2uKD0k0QshSrU/9mcX4TUvhCI8YwbLF97PAlcHhlW/m87Ve5ERHk7E5PdxbdYM7wceyHfT4zsvsWrmfspVdKfvqFCc3R3uPB4hkEQvhCjl/rel8Irwjv/+Im8bYghzD2RU63Forbk4bhzaaCRg4jsoQ95lUYe3hLNmzgHKB3px17MNcXKRf5pF4ZFiPCFEqZVThPdA0zsvwkve+xMvXPwTFztnPuw5CweDA3FLlpD093r8Xngexyp5XzHY/895Vs85QIXa3vQZJUleFD75jRJClFo5RXgDm9xZEZ6OOsb4DWM57eLIN50+w8/Vj4xLl4h49z1cwsLwfuihPLf7b81ZNvx8lKpB5egxIgh7R7s7ikOIvBT7RK+UcgOmA+nAOq31/4o4JCGEDSi0IryMFOYvHsTvro48V+9hmlVqjdaa8LcnoNPSCJg0Mc9L9tt/P8WWJSeo0ciXro81wM5eLrAKyyiS3yyl1Cyl1CWl1L5rlvdQSh1WSh1TSo3JXtwfWKi1Hg70tXqwQgibVFhFeHuXjuADhxTae9fn0aYvAhC/fAWJa9bgO2oUToGBV62vtWbzr8fZsuQEtZuXp9vjkuSFZRXVb9ccoEfuBUopO2Aa0BOoDwxSStUHKgFns1czWjFGIYQNK4wivNitM3gpdjvl7d2Z1H0GBmUgMyqKiIkTcW4YQtlhD1+1vtaaDT8fZcfK09RvU4EuD9fHYCdJXlhWkfyGaa3XA5evWdwMOKa1PqG1TgfmA3cD58hK9nCDeJVSI5RS25VS2yMjIy0RthDCRhRGEZ7p4n+M2fkRUfb2fNx9Bl5OXgCEvzMRU1ISFSZNQtldueeuTZp1cw+z569zhHSqRIfBdVCF2QpXiHwUp4+SFbly5g5ZCb4i8Atwr1LqS+C3/DbWWs/QWjfRWjfx9fW1bKRCiBJt/p0W4aXGMWPpUDa6ODGm0fM08A0BIH7lHyT88Qc+zz6LU82a5tVNRhOrvzvAgX8u0LhHVdoMrFWgHvRCFIbiVIyX12+91lonAY9YOxghhG1KzTCy8E6K8LRm0y9Dme5k5K7yLRgY/CgAmTExhE+YgHNQEOUevfJPljHTxJ8z93N8VyTN765Ok57VCumdCFEwxemM/hxQOdfPlYALt7IDpVQfpdSMuLi4Qg1MCGE7corwBt1mO9rwfz7k1dSj1HAqy9jOn5nPzCMmTsKYkEDAu5NQ9lnnUJnpRn7/ai/Hd0XSZmAtSfKiSBSnRL8NqKWUClRKOQIPAEtvZQda69+01iO8vLwsEqAQomTbfTaWT/48QtVyrrSqcetFeBmnNjL64EzS7ByY0nMOrg6uACSsWUP88uX4PDkS59q1AUhPzWTZtD2c3h9Nh8F1aNi58o12LYTFFMmle6XUPKAD4KOUOgeM01rPVEo9A/wB2AGztNb7iyI+IYRtSUjN4KM/DvP95tP4eTjxyf2ht16ElxTFJytHsNvFkQ9bjiOwTHUAjLGxXBw/Hqd69fAZPhyAtJRMln3+HxEn4+gyrD51mvsX9lsSosCKJNFrrQfls3wFsMLK4QghbJTWmj/2hzNu6X4uJaQxtEVVXu5eBw/nW2wYYzKyauED/OBiYHCV7vSo3d/8UsR7kzHGxFJlxgyUgwOpiRks/Ww30ecT6T48iBphfoX8roS4NcWpGO+OKaX6AH1q5qp2FUKUThdiU3hryX5WH4ygXoAnXw9pQmjlMre1r1Or3+Qt00VC3CryUrv3zMsT1q0jbskSfJ56Eud69UiKS2Pp1N3EXUqh58hgqgX7FNK7EeL2Ka11UcdQ6Jo0aaK3b99e1GEIIYpAptHEd5tO8/Gqw2gNL3StxaOtA7G/zYlpUg7/zuD1zxPp5MpP/ZYT4FEBAGNCAifu6oOdpyeBixaSlGRiyae7SYxJpddTIVSuW7Yw35YQN6SU2qG1bpLXazZ1Ri+EKN32novjtcV72Hc+ng51fHnn7iAql3W97f3p2LNMXPsCx5wd+bL9x+YkDxDx/vtkRkVR6YsviI8zsuTTXaQlZdB3VCgBNcsUwrsRonBIohdClHhJaZl8vOoIc/49STl3J754sBG9gwPubFKazHR+WfQAS10ceLLW/bSu2sn8UuI/G4hbuIhyw4eT6hvIko92kJlp4u4XGuFX1bMQ3pEQhcemEr3coxei9Fl9IIK3luzjYnwqg5tXYXT3uni53GKxXR4O/P487xriaOVZkydavGZebkxM5OJbb+FYowaq3zAWf7wTlKLfi2GUq+h+x+MKUdhsKtFrrX8DfmvSpMnwoo5FCGFZ4XGpjF+6n5X7w6lT3oPPHwyjcVXvQtl33H/zeDFiLd5O7rzXcxZ2hitz1l/68CMyIyJw+/Q7lnyxD3tHO+5+PhRvf7dCGVuIwmZTiV4IYfuMJs2Pm0/z4R+HyTCaeKVHHYa3rY5DIXWBM0Ue4c1N44lwdmR2ly8p63ylqC5p82ZiFyzANOhZVq5IwsXdgbufb4Snj0uhjC2EJUiiF0KUGAcuxPPa4r38dzaWtrV8mHhPEFXLFeKZdHoyc359kHUujowJeoLQgCtFzKakJC6+8SbxddqxO6o+7mWduPv5UNy9nQtvfCEswKYSvdyjF8I2JadnMnX1Ub7dcBJvVwemPhBK34YVCr0D3Lalw/nMIZXu5RrxYNjTV712aconXEwty/6691PGz4W+zzXC1dOxUMcXwhJsKtHLPXohbM/aw5cY++s+zsWk8EDTyozpWZcyroWfYCO3fMkrcbuo7FyGt7t/ddWHiORt2zi86gD7g0fgW8mDPqNCcXa784I/IazBphK9EMJ2XIpP5e1lB1i+5yI1/dz56YmWNAu0zCQ0med38cruT0lydmJGj9m4OVy5HWBKSWHbe/PYV/9R/AO9uGtUI5xc5J9OUXLIb6sQolgxmTRzt57h/ZWHSMs08WLX2jzRvjpO9nY33/h2pMbx+bKH2e7syLtNXqVWuTpXvbz5nbns87uLgAp29Hk+DAcnC8UhhIVIohdCFBuHwxN4ffFedpyOoVWNcky8J4jqvhZ8Nl1r1v7yELOcNQMrtKNPg8FXvbx1ziZ2XQ7E3+kyfV/rh72DJHlR8thUopdiPCFKptQMI5+tOcqM9SfwcLbn44EN6R9WsdCL7a51dv1k3kg9QT1XP17tNMW8XGvN9t+OsW1zCuUTDtD3/YclyYsSy6YSvRTjCVHy/HM0kjcW7+PM5WQGNK7E673qUdbN8tXsaSf/4aXDc8DJhSm9vsfJzgnISvKbfz3Bzj/O4h++hW4vt8PBy8Pi8QhhKTaV6IUQJUdUYhrvLDvAkt0XCPRxY+7w5rSqYaW2romRTP5jJAddHPmi7btU8qwMgDZp/vn5KHvXnqPihX9oFmLEo01r68QkhIVIohdCWJXJpPl5x1neXXGI5PRMRnWuxVMdauBsrUvjJiNLF93PQhcDjwf2pX31Xua41v3vEAc3XqRawnZqxa+j/KtLrROTEBYkiV4IYTXHLiXw+i/72HrqMs0Cy/Juv2Bq+lmxEUx6EkdWvsQ7pgiaelTl6TZvA2A0mlgz5yBHt0VQr1wE/utmU+GbGdh5yCV7UfJJohdCWFxqhpHpa4/x5d/HcXW054N7QxjQuBIGg2WL7cwyUkneNoO5u6Yz28WAh4MrH/T6DnuDPcYME6tm7ufE7kgat3TH64NRePXrh3vbttaJTQgLk0QvhLCof49F8cav+zgZlcQ9oRV48676+Lg7WWdwYwYpO2azYPtUZjlrYtwdaF8uhBfbvIOPqy8Z6UZWfr2XM/sv0+be6nh88TzGsmUpP+ZV68QnhBXYVKKXx+uEKD4uJ6UzaflBFu08R9VyrvzwWDPa1vK1zuAmI2m75/Lzlg/51jGTaDc7WpWpy9OtxhLiGwJAemomK6bv4fzRWDoOqYvvrsVEHT5MpenTsfPysk6cQliBTSV6ebxOiKKntWbRzvNMWn6AhNRMnu5Yg2c71bJOsZ3JRPr+RSz+911m2KdyydWeZp51mNLyTcL8G5tXS0vO4LfP/+PS6QS6PlKfKp6xnPzqKzz79MGjU0fLxymEFdlUohdCFK0TkYm8sXgfm05E07iqN+/1D6Z2eSsUtGlNxqHlLP1nAl/bJXDR2Z5G7jV4r9VYmgU0v2rVlMR0lk7dzeULSfQYHkRgUBlO3v8UdmXKUP711ywfqxBWJoleCHHH0jKNfLXuBNPWHsPJwcCkfkEMalrF8sV2WpN5fA0r/n6LL/Vlzjk5EOxahfEt36RlxTZXzayXnprJgQ0X2P3nGVKTM+n1ZAhVg8oR9dVXpB04SMXPpmLv7W3ZeIUoApLohRB3ZOvJy7z2yx6ORybRp2EFxt5VDz8PZ4uPazy1kT/WvsGXmeGccnSgnnNFvmjxOu2qdLoqwacmZvDf2rPsXXuOtORMKtYuQ4t+NfAP9CLt6FGipk3Ho2cPPLt1s3jMQhQFSfRCiNsSm5zOeysOsWD7WSp5uzD7kaZ0rONn8XFN57ax+q/X+TLtDMccHanp4c+nzcfQqVr3qxJ8wuVU/lt9lv0bzpOZbiKwoQ9h3aviXz2r0E5nZnLh9TcwuLvjP3asxeMWoqhIohdC3BKtNUt2X+CdZQeITcngifbVea5zLVwdLfvPiQ7fx7o1Y5iWdJTDTo4EuvnxYbPRdKtxFwZlMK8XE57EzlVnOLIlHK2hdrPyhHWrStkKblft7/KcOaTu3UvFKR9jX9Yyfe6FKA4k0QshCux0dBJv/rqPf45G0bByGX7oF0z9Cp4WHVNHHmHDmjFMi9/PfidHqriV490mL9CrVn/sDFcq+SNOxbPzj9Oc2B2Jvb2BBu0qEtqlMp7lXK7bZ9qJE0R+9jkeXbvg0bOnReMXoqjZVKKX5+iFsIz0TBPf/HOCz9YcxcHOwIS7GzC4eVXsLFhspy+fYstfr/NF9Hb+c3aiomsZJjR6lj71HsDekPVPl9aac4di2PnHac4disHJ1Z4mPasR0rESLh55d8DTRiMXX38Dg4sL/m+9ZfFWuEIUNZtK9PIcvRCFb/upy7y+eC9HIhLpGeTP+L4NKO9pwWK7+AtsX/MGX1zayA5nJ8q7ejG24ZP0azAEBzsHIKvL3Indkez84zSXTifg6uVIq/41adC2Ao4u+f+zZkpPJ+rLL0nZvZsKH36Ava+VJvARogjZVKIXQhSeuJQM3l95iLlbzlDBy5lvhzahS/3ylhswMZLda99i2oW/2OzsiK+LB68FP86AkMdwtMs6Ozdmmji8JZxdq84QG5GMl68LHQbXoU4Lf+xvMCFP+unTxPz0E3G/LMYYE4NH9+543nWX5d6LEMWIJHohxFW01izbc5G3fzvA5aQ0HmsTyItda+PmZKF/LlJi2L/ubb44/TsbXBwp6+LG6PpDuS90JM72WVcOzM/Arz5LUmwaPpXd6fZ4A2qE+eX7rL7OyCBh7Vpi5y8g6d9/wc4Oj86d8X7gflxbtJBL9qLUkEQvhDA7ezmZsUv2se5wJMEVvZjzSFOCKlpo3ve0BA6vn8QXx39lnYsDXi4uPF93EIPCnsXVwRXIegZ+z7pz7Fl7lrSkTCrUKkPHIXWpUr9svok648IFYhcuJPbnhWRGRmIfEIDvc6Pw6n8vDuUt//ifEMWNJHohBBlGEzM3nOTT1UewU4q37qrPw62qWabYLj2ZYxs+YPrRBfzpbI+HizPP1LqXwU1ewN0xqzd9Ykwqu1efZf+GC2SmGakW4kPjHleegb+WNhpJ2rCBmPkLSPz7b9Aa93btKPPA/bi3a4eys8I8+0IUU5LohSjldp2J4bVf9nIoPIEu9coz4e4GVChz/SNpdywzjZP/fspXB7/jdycDrs6OPBF4F0NbvIqnY9YjejHhSexadYbDOc/ANy1Po25VKFfRPe9dRkYSu+gXYn/6iYwLF7Dz8aHciOF4DxyIQ8WKhf8ehCiBJNELUUolpGbw4R+H+WHzacp7OPPVQ43pEeRf+AMZMzi7dTpf7f2GZY7g5GTPo1W7M6zlG5RxLgPApdPx7Fx5muO7I7GzN9CgbfYz8D7Xf+DQWpO8ZQsx8xeQsHo1ZGbi2rIFfq+8gkfnTigHh8J/D0KUYJLohShltNas3BfO+N/2cykhjYdbVuOlbrXxcC7kBGkycmHnTGbs+oIlDibsHBUPVezIo63fopyrD1przh66zM6VWc/AO7rY07hHVUI6VsbV8/pn4DNjYoj7dQmxCxaQfuoUdl5elB0yhDL3DcQpMLBwYxfChkiiF6IUOR+bwrgl+1h98BL1AzyZMaQJDSuXKdxBtCbivx/5ZvsUFtlnoBwU9wW04fE2E/B188t6Bn5XJDtWnsp6Bt7TkZb9axDUtuJ1z8BrrUnZtZvYBfOJ/30lOj0dl7AwKjz1JB7du2Nwcirc2IWwQZLohSgFMo0m5vx7iil/HkFreKNXPR5pXQ17O8PNNy4orYnav4iZW97jJ0MaJntFf79mDG87EX+PChgzTRz89yK7Vp0mJjwZzxs8A29MTCRu6VJi5y8g7cgRDG5ulBkwgDL3349zndqFF7MQpYAkeiFs3N5zcby2eA/7zsfTsY4vE+4OonJZ10Id4/KhZcz+9x3mq0Qy7Az0LRfKE+3fpaJnFTLSjPy35iy7V58hMSaNcpXc6fZYA2qE+WK45oNGyv79xM5fQNzy5ejkZJzr18f/nQl49eqFwc0tn9GFEDdiU4le5roX4orEtEymrDrCnH9PUs7diWkPhtEr2L9QJ4qJO76G7zaM40dTDGkGRe8yDRjZ4T2qlKlBalIG25afZM9f50hNyqBCrTJ0GFyXKg2ufgbelJxM/O+/EzN/Aal796KcnfG8qzfe9z+AS3BQocUqRGmltNZFHUOha9Kkid6+fXtRhyFEkVm1P5xxS/cTHp/K4OZVGN29Ll4uhVdsl3D6X374+3V+MEaSpBTdPWvxZLt3qe5Tj8SYNHavOcP+f648Ax/WvSoBNa5+Bj7t6FFiFvxE3JIlmBIScKpVkzL3P4BX3z7YeVq2I54QtkYptUNr3SSv12zqjF6I0i48LpVxS/fxx/4I6pT34IsHw2hc1bvQ9p90YSf/W/sqc9IukGBnoItHIE+2m0Rtv4bERiTz1w8HObw56xn4Wk39COtW9apn4E3p6ST8sYqYBfNJ2b4D5eCAR48eeD9wPy5hYTItrRAWIIleCBtgNGl+2HSKj1YdIcNo4pUedRjetjoOhVRsl3LpAPPXjGZ2ykli7Ozo4F6Zp9q+Q72Aplw6Hc/KGXs5viv7Gfg2FQjtWuWqZ+CvbSrjULUKfqNH49W/H/behfdBRAhxPUn0QpRw+y/E8fove/nvXBxta/kw6Z5gqpQrnGK7tOjj/LT6JWYmHSHazo7WrgE83WYCQRVbcf5ILEt/2sXZg9nPwHevSkinK8/A37SpjKEQK/6FEPmSRC9ECZWcnsmnq48yc8NJvF0dmPpAKH0bViiUy9/psWf4Zc1ovondyyV7O5o7+/FJq7GEVunEyT1RLPxxB5dOxePi6UjLfjVo0K4iTtnPwEtTGSGKF0n0QpRAaw9d4s1f93E+NoVBzSrzao+6lHG9fja5W5WREMGSNS8xI3onF+3tCHMuy+TmrxMW2IOjWyOYN2dL1jPwPs60f7AOdVtmPQOvjUYS//5bmsoIUQxJoheiBLkUn8rbvx1g+d6L1PRz56cnWtIssOwd7zczKYrlf73KV5c2cc7ejhAnL8Y3HU2Tqn05+O9Ffpy5KesZ+IrudH2sPjXD/DDYGciMjCRKmsoIUaxJoheiGEtJN3IkIoFD4fEcvJjAop3nSMs08VLX2jzRvgaO9nd2n9uYEsfKta/x1cV1nLK3o56DB9MaP0fTqgPY9/d5fvhmE6mJGQTU9KL9g3WoGlQOQJrKCFGCSKIXohgwmTRnY5I5eDErqR8OT+BQeAKnopPImerC1dGOltXL8UbvelT3zbtta4HHS0/iz7Vv8uW5VRy3N1DL3pVPQ5+iWZUH2bPmLD/M2ERGmpFqweWynoGvWYbMmBguz/lOmsoIUcJIohfCymKT0zkUnsChi/Ecjkjg4MUEjkQkkJxuBEApqFbOjbr+HtwTWpE6/h7UC/CgsrcrBsOdFdrpjDTW/jOe6Sd/47C9orq9Ex8GPU6zikP578+z/PjNJrQJajXxo1G3qpSr6EbKrt1ceFWayghRUkmiF8JC0jNNnIhK5NDFrLPzQ+HxHLqYQHh8qnkdb1cH6vp7cl+TytQL8KCuvye1yrvj6li4fzV1Zgb/bHyXaccWcsAeqtrZ817doTQp/yi7V51j3rdbsbMzUL91BUK7VMHdxUjc0qWclKYyQpR4kuiFuENaayLi07ISefaZ+qHwBI5HJpJhzLru7mCnqOnnQcsa5ajr70HdAE/q+nvg5+Fk0dngtNHI5s0f88WhH9ljr6loZ2BCjftpXG44u/88z6IDO3F0tiOsW1Uadq6MOnuU2M/e46I0lRHCZkiiF+IWJKdnciQi0ZzMc5J7bHKGeZ0KXs7U8fegY12/rKTu70l1X7dCm6WuQLRm29bPmbZ/JjvsTPgbFGOr9aORx5P89+d5fju5FxcPB1rcU536TcuStu5PIh57TZrKCGGDJNELkQeTSXPmcrK52v1wdlI/fTn5quK4Ov4e9AwKoF6AB3XKZyV1L9cirDrXmt27vuWL/75kiyEDXwWvVexFiPPT7FlzkVUXD2Y9Az+oNoG+SST88j/OjL3SVKb8m29KUxkhbIwkelHqxSSlm8/OD4cncDA8gSPhCaRkXCmOCyznRv0KnvRrVIm6AR7U8/ekkrfLHRfHFaZ9e37ki52fslGlURZ42bcrQQ5Pse+vCP6+fIxyFd3oPLQ25SN3E/fNdM5IUxkhSoVin+iVUtWBNwAvrfWAoo5HlFzpmSaORybmupeeldwj4tPM63i7OlAvwJMHmlWmnr8ndQM8qOXngYtj8Z3Z7dDBX5i29X3WkUwZrXneuyP11NMc/CuSzYlnCKjhRevO3rjvWE78S4sJl6YyQpQqFk30SqlZwF3AJa11UK7lPYCpgB3wrdZ6cn770FqfAB5TSi20ZKzCdmitCY9PvSqZHw5P4NilRDJNWdfdHe0M1PBzp3UNH+oGeFDH35N6/h74Wrg4rjAdO7qC6Zsm8aeOx8OkedqjPXUzn+DIXzHsSrtA1QZlqVvuEo6rp5M0819ipKmMEKWSpc/o5wBfAN/nLFBK2QHTgK7AOWCbUmopWUn/vWu2f1RrfcnCMYoSLCktM3vmuIRcBXIJxKVcXRxXN8CTTnX9sp9J9yTQx8rFcYXo5Mm/+HLjeFZmXsZVw0inttRMG86JdXEcMEZRI8iT6kk74Kf/kREZiZamMkKUahZN9Frr9UqpatcsbgYcyz5TRyk1H7hba/0eWWf/QlzHmFMcdzGeg+EJHM6+/H46Otm8jlt2cVzvkABztXud8h5FWxxXCBKTLhEesYfw6IP8fnQxy9Iv4aThMdWW6inDOLs1iZN2cdSsBpWP/Y6etoJMaSojhMhWFPfoKwJnc/18Dmie38pKqXLAJKCRUuq17A8Eea03AhgBUKVKlcKLVljd5aR08+QyOdXuhyMSSM0wAWBQUM3HjQYVPLk3rJI5qRe34riCSE5LJDz6ABFRBwmPOUZ4/Fkiki8RnhZDuDGZcIwk5XpPTkbNw8b2VI0fTPjRVC46pVDH9zL+m77HsPooBh8fykhTGSFELkWR6PP6l1jnt7LWOhoYebOdaq1nADMAmjRpku/+RPGRlmnk+KWkq6rdD12M51LCleK4sm6O1PX34MFmVakb4EFd/+JfHJcjzZhGROwpwiP3E375MBFxZwhPCic8LZrwjETCdQbxedw9KGs04Y89VQ0etKASPlTBS1XBRVckKdyPqDNpxDqnUs/+ID7rvsMhLQHXli3wfulpaSojhLhOUST6c0DlXD9XAi4UQRyCrMI1o0mTadJkGE1kGjUZJhMZRk2mMfv/puzlRtNV62Wa18talvN67u1yXs/Mtc9LCWkczp45LndxXE0/d9rU8qGevyd1/D2oG+CBr3vxLI7LMGVwKTGc8OjDhEcfIjz2BOGJ54lIiSY8I54IUyqX1fWfN8sYjfhrAxVwozHV8DFVwZPKuFIBe1N5TGmepCRoEmPSSE5IBw1pQE6hiptTEvWj1+K7fzmOHq54PThAmsoIIW6oKBL9NqCWUioQOA88ADxYGDtWSvUB+tSsWbMwdndDWutrktnVSTDjumSXT5LM/n/u7a5NllnLr95XhtFERvZ6Wck59/d57yu/RG0NSoGDwYC9ncLbNessvXM9P+oGZFW7VytGxXGZpkyiUqIIjztNeNRBImKOEZ5wjvDkCMLTY4nITCEKI/qazx8eRhPlTSYCtCvBuio+ujJeqhKuuiL2Rj90hhcpSfYkxqSRkpBVLJgBRGd/OTiAq1MsLoZU/DLjcdTROMaG4xB5GoeYCzinxWBvTMUlLAzvyROlqYwQokCU1pb7h14pNQ/oAPgAEcA4rfVMpVQv4FOyKu1naa0nFea4TZo00du3by+UfY34fju7zsZel4iNJuskSDuDwt6gcLDLSpL2BgMOdgp7O4WDwXBluZ0BB0P2cjsD9obsZdnb5Kyf87rDVdtc/Xru5Q65xrw+BsNVsV3ZXuFoZ7jqdbticu/cpE1Ep0QTnnghK4FfPpKV0JMuEp56mfDMJKJ0BsZrwnUxmfDPNBJgcqGCyR8fXREvspK4g9EPnelNSpIDSXGZpCRmXDeuo6PC1UXjYkjF2ZiIU0o0jnER2EedxeHSKZxSLmNvvNLsxs7LC/sKFXAICMj+8sc+IADnunVxqlHD0odJCFHCKKV2aK2b5PWapavuB+WzfAWwwpJjF5aGlctQzt0xO7ldSbI3T3YGHHMn2TySb57b507OBlXiisuKktaamLSYrPvg8WcIjz5CeOwJIhIvEJ4aRUR6PBE6jcxrtnMymShvNBKQ6UCrTH98dAXK6Eq46go4mPzQGd6kpTiTmGAiNfHK1nHZX07OBlxdjLjYpeDpmIiTawyO8ZdwuHwO+/ATOMaFY2+8UnegHBywrxCAg38ADiEBOFRoiH1AAA4BFXCoEICDvz8GV1erHDMhhO2z6Bm9teW6dD/86NGjRR2OKERaa+LT4wlPCiciKTyrQt18Sf0SEemxRBhTSLumrtNea8pnGgnIUFRI98PXVJEyugKuVMDBVB4yypKW6kJiAqQlG68b18nFDldXcLXPwFkn4ZwWi2PiJRwuX8A+4iQO4SexM6VftY2dj0+uM/EAHCoEYO+f9X+HgADsypaVyWqEEIXqRmf0NpXocxTmpXthHYnpiVlJPDmC8Piz2Y+a5VxSjyEiM5EUTFdtY6c1vkYjFdLsqJDmja8pICuJ6wo4mspDZjnSU11JTDSQlmK6bkxnN3vc3BQuDpk4k4xzehxOSVE4xFzAPuIU9uePYkhLvmob5ep6VRK3D/DPOhM3J3R/DI6OFj1WQghxrSK7dC9sn9aadFM6qZmppBnTSMtMI9WY9X3OslRjKmmZadnLkolLjCA87kTWffKUKMIzEkjUV19QV1rjYzRSMc2e+qmetDfWoIypAq6mABy1P2SWIyPNnaQkO9JSr3xYTcn+cnF3wNU965J6ObdUnDPicUyKwjH2IvaRp7E7fwwVG331mzEYsC9fHgd/fxzqVsShU5Mrl9QD/HEICMDg5VUsnwIQQoj8SKK/icsXk8hMz+lipkBlVZCDyvq/AsWV5eYkkP29+cfse+3mbbOv3JrXuWY/KIXKtZ/sl8zfm/efex3AaDJelVyvTbp5JeCcddIy00jNSCYtIzHr/5kpWf83r5dGmimdVGM6aaYM0nQmadqY/yQIN1DWaKRCmgM1UjxomV6ZMqYA3HQFHIzlUUYfMtI9SEp2IP3KrW3Ssr9cPBxw93TA3cuEr3cqzpkJ2cVt4dhHnsEu/Dg6/CIYr74Ub/D0vHI23rBbVhLPdUnd3s8PZS9/JYQQtsWm/lWzxON1a384RPiJuELbnyVpTNlJV6OV+bvrfs76XgEuaJzRytO8B0elcUTjmb0nlX25XGXvR+V8qVzfozAobf4gYsj+8GIwf68wKAMGgwGDMmAyOZKU4kRG+pUz4wwgFnD1dMStjCOeXhp/u3ScjAk4p17GMS4Ch8vnsLt4AtOFc5iSr76kjoND1pl4QAAOTRpfuaSek8T9A7Bzd7PAURdCiOLNphK91vo34LcmTZoML6x9mhqfRVW/TIYxgwxjJhk6g4zMDDJNmaSbMsg0ZpJpzCQj+/sMYyaZpgyMxkwydfZ9YZ11Cp71X87PoDCYf85+BZW9rkErHAB7rbDXYK/BQWvsNDhohR1kL7/yuh1gl/2zXfZrdsqAnbLDTtmbvwwGe+yUA3Z2DtgpBwwGewwGRzA4gMEOrRxA2aMN9tk/24PBHq3sspYrO1B2Wa9nfwRAg87+yvoh++dc35P9s53SVLBPx9mUiHNaDI4JkVlJPPwUxv3nMEZGXffnYFeuXFYiD6yCfavmV+6LZz92Zu/jIwVuQgiRB5tK9Jbg9f44gs6k33xFcduUszN22ZfUXdq3z0rguS+p+/tjcHYu6jCFEKJEkkR/E41DfTCVP4cyOICdI9g5ZH0ZHK58b+eY62dHsLPPteyabexzrWuwx3yzvhQxuLhcSeIBAdiVKSMFbkIIYSGS6G+i3AdrijoEIYQQ4rbZ1OmkUqqPUmpGXFzJKJ4TQgghLM2mEr3W+jet9QgvL6+iDkUIIYQoFmwq0QshhBDiapLohRBCCBsmiV4IIYSwYTaV6KUYTwghhLiaTSV6KcYTQgghrmZTiV4IIYQQV5NEL4QQQtgwSfRCCCGEDZNEL4QQQtgwm0r0UnUvhBBCXM2mEr1U3QshhBBXU1rroo6h0CmlIoHTebzkBVx7ul+QZdf+7ANE3WGYN5JXTIW53c3Wy+/1gi639eN3s3Vv9TX5HSz463L8CraepX8HLX388oupMLeztd/Bqlpr3zxf0VqXmi9gxu0sy+Pn7daOszC3u9l6+b1e0OW2fvxutu6tvia/g3f2OyjHz/q/g5Y+fsX5GJaU38HcXzZ16b4AfrvNZXmtY0m3O15Bt7vZevm9XtDltn78brburb4mv4MFf12OX8HWk9/BO1+vpP8OmtnkpXtLU0pt11o3Keo4Sio5fndOjuGdkeN3Z+T43TlrHsPSdkZfWGYUdQAlnBy/OyfH8M7I8bszcvzunNWOoZzRCyGEEDZMzuiFEEIIGyaJXgghhLBhkuiFEEIIGyaJ/g4ppaorpWYqpRYWdSwllVLqHqXUN0qpJUqpbkUdT0mjlKqnlPpKKbVQKfVkUcdTUiml3JRSO5RSdxV1LCWNUqqDUuqf7N/DDkUdT0mjlDIopSYppT5XSj1c2PuXRJ8HpdQspdQlpdS+a5b3UEodVkodU0qNAdBan9BaP1Y0kRZft3gMf9VaDweGAfcXQbjFzi0ev4Na65HAfYA88pTtVo5htleBn6wbZfF1i8dPA4mAM3DO2rEWR7d4/O4GKgIZWOD4SaLP2xygR+4FSik7YBrQE6gPDFJK1bd+aCXGHG79GL6Z/bq4xeOnlOoLbADWWDfMYm0OBTyGSqkuwAEgwtpBFmNzKPjv4D9a655kfVh628pxFldzKPjxqwNs0lq/CBT6VTlJ9HnQWq8HLl+zuBlwLPsMPh2YT9anMJGHWzmGKsv7wO9a653WjrU4utXfQa31Uq11K2CwdSMtvm7xGHYEWgAPAsOVUqX+38ZbOX5aa1P26zGAkxXDLLZu8ffvHFnHDsBY2LHYF/YObVhF4Gyun88BzZVS5YBJQCOl1Gta6/eKJLqSIc9jCDwLdAG8lFI1tdZfFUVwJUB+v4MdgP5k/QO7wvphlSh5HkOt9TMASqlhQFSuxCWult/vYH+gO1AG+KII4iop8vs3cCrwuVKqLbC+sAeVRF9wKo9lWmsdDYy0djAlVH7H8DPgM2sHUwLld/zWAeusG0qJlecxNH+j9RzrhVIi5fc7+Avwi7WDKYHyO37JgMVqvUr95albcA6onOvnSsCFIoqlpJJjeGfk+N05OYZ3Ro7fnSmS4yeJvuC2AbWUUoFKKUfgAWBpEcdU0sgxvDNy/O6cHMM7I8fvzhTJ8ZNEnwel1DxgE1BHKXVOKfWY1joTeAb4AzgI/KS13l+UcRZncgzvjBy/OyfH8M7I8bszxen4SVMbIYQQwobJGb0QQghhwyTRCyGEEDZMEr0QQghhwyTRCyGEEDZMEr0QQghhwyTRCyGEEDZMEr0QNkwptU4pZfHWtUqpUUqpg0qp/xVw/WrXtu+0FqVUGaXUU0UxthBFQRK9ECJPSqn/t3d/oVXWYQDHv98kUodLoohuTJIiQ5YmGZaJQUhUlKEQ0R/KiCzSzIqCboIIBAO7iQLXiAoCo5IkwhWWS6U2UtkWoZTuLrAixpKwPz5dvL/0eFxnZ940T8/n6nfe8/z+vGfsPOf9vWd7xlML41Hg5og4E6rnTadab0r/C5noU/qPlavbb9VN6jdqtzqlPHf8ilw9Xx0q7fvVLepW9ZD6mLpO3at+qZ5XM8U96m51UF1Q+repXWpf6XN7zbjvqluB7lHWuq6MM6iuLcdeAy4BPlSfqIufpG4o8/SrD48y5qgx6hJ1h7pZPaCuV+9We9UBdVaJu0B9r/TvU68rx58v5/i5elBdU6ZcD8xS95V5L1J7yuPBUkEspZaR1etSmhguBe6KiIfUzcBy4O0x+swB5gGTge+AZyJinroRuA94ucS1RcS16mKgq/R7DtgeESvV6UCv+mmJXwh0RMRJtbTV+cADVGU1Bb5Sd0TEKvUm4IaI+KlujQ8CwxFxtXoOsEvtpqZiXIMYgCuB2VR1vQ8CnRGxQH2cqrzxWqoSnxsjYqc6g+rfi84u/S+nqjU/Ddivvgo8C8yJiLnlvJ4EtkXEi+okYOoYr3tKZ5RM9ClNDIciYl9pfw3MbKLPZxExAoyow8DWcnwA6KiJewcgInrU9pLYlwK3qU+VmMnAjNL+pD7JF4uADyLiCID6PnA9sLfBGpcCHeqK8vhcqg81B5qI+R3oi4gfynzfc2KXYYAqgQPcCFyhxyuAtqvTSvujiDgKHFUPAxeOssY+oEs9G9hS83NIqSVkok9pYjha0/4LmFLaf3LiFtvkBn2O1Tw+xsm/2/UFLYLqinx5ROyvfUK9BjjyL2scrZb2WARWR8S2unlmNhGzhObO8SxgYUT8VtcfTn1dT3nPKx+AFgO3AG+pGyLizSbOLaUzQt6jT2liGwLml/aKBnGN3AmgLqLaIh+m2t5ebcmG6rwmxukBlqlT1TbgDuCLMfpsAx4pV8uol5W+441ppJuqIhil/9wx4keotvL/ib8YOBwRm4DXgavGMXdKE15e0ac0sb0EbFbvBbaf5hi/qLuBdmBlOfYC1T38/pLsh4BbGw0SEXvUN4DecqgzIhpt2wN0Ut2G2FPm+RFYdhoxjawBXlH7qd7TeoBVDc7jZ3WX1Z/3fQwMAk+rfwC/Un2/IaWWkWVqU0oppRaWW/cppZRSC8tEn1JKKbWwTPQppZRSC8tEn1JKKbWwTPQppZRSC8tEn1JKKbWwTPQppZRSC8tEn1JKKbWwvwGVVTUhrEVrRQAAAABJRU5ErkJggg==\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -683,7 +623,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAmAAAAGHCAYAAAAXwu53AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAB7m0lEQVR4nO3dd3iUVdrH8e89k94hhN57kyJFQRQiiqhgQxE7FlTsa9nV11V3Lbtr27UjothFUdC1dxAsrICigoAUAanpvUw77x8ngQAJmSQzk3Z/ritXZp55ysljhB/nnOc+YoxBKaWUUkqFjqO+G6CUUkop1dxoAFNKKaWUCjENYEoppZRSIaYBTCmllFIqxDSAKaWUUkqFmAYwpZRSSqkQ0wCmVAMmIkeLyPr6bkdDJCJbROS4+m6HUkrVhgYwpRqIygKFMWapMaZPPbVnuoh4RaRARPJEZJWITKrweYKIPCIi28r22Vj2vlWFfaaJyP9EpFBE0speXyUiUvZ5RxFZICIZIpIrIr+IyPR6+HGVUiqkNIAppQ4iImFlL78zxsQBScBzwHwRaSkiEcAXwABgIpAAjAYygZFl57gJeBR4EGgLtAGuBI4CIsrO/zLwB9AFSAYuBPYE+cerUoWfWymlgkoDmFINmIiME5HtFd5vEZGbReTnsh6jN0QkqsLnk8p6qnJE5FsRGVThs1tFZJOI5IvIryJyeoXPpovINyLyHxHJAv5WsR3GGB8wF4gGumODUmfgdGPMr8YYnzEmzRhzjzHmQxFJBO4GrjLGvGWMyTfWj8aY84wxpWWnHgG8YIwpNMZ4yj7/qEK7ThGRNWU/z2IR6VfJPWovIsUi0rLCtqFlvWrhZe8vEZG1IpItIp+ISJcK+xoRuVpENgAbavQfSCmlakkDmFKNz1Rsr1M3YBAwHUBEDseGpCuwvUmzgXdFJLLsuE3A0UAi8HfgFRFpV+G8RwCbgdbAfRUvWNYzdBlQgA0pxwEfG2MKqmjjKCAS+G81P8sy4MmyocrOB1yzNzAPuAFIAT4E3ivrfdvLGLMT+A6YUmHzucBbxhi3iJwG/B9wRtl5lpadt6LTsD9//2raq5RSAaEBTKnG5zFjzE5jTBbwHjCkbPsMYLYx5n/GGK8x5kWgFDgSwBjzZtlxPmPMG9ggNbLCeXcaYx4v64kqLtt2pIjkALuBc7A9XrnYgLfrEG1sBWQYYzzlG8p65HLKequOKdt8FjYQ3QH8XtZ7N6Lss7OBD4wxnxlj3MBD2B640ZVc77Wy9lE2v2xa2TawgfSfxpi1Ze35BzCkYi9Y2edZFX5upZQKKg1gSjU+uyu8LgLiyl53AW4qCzk5ZcGpE9AeQEQurDA8mQMMxAalcn9Ucq1lxpgkY0wrY8yRxpjPy7ZnAu0q2Z8Kn7eqOKfKGDPaGJNU9pmjbFu2MeZWY8wA7ByxVcA7ZSGqPbC1wvG+sjZ2qOR6bwGjRKQ9cAxgsMGu/L48WuHnzgLkgPNU9rMrpVTQaABTqun4A7ivLDCVf8UYY+aV9fbMAa4BksuC0GpsEClnanCtz4ETRCS2is+/w/a+nervCY0xGdhervZAS2AnNjwBe3u2OgE7Kjk2B/gUOzx7LjDPGFP+8/wBXHHAfYk2xnxb8RT+tlMppQJBA5hSDUu4iESVfwE1eSpvDnCliBwhVqyInCwi8UAsNmSkA4jIxdgesNoqf3pxgYj0FRGHiCSLyP+JyEllgejvwFMicqaIxJXtM6SsLZS1434RGSgiYWXtnAlsNMZkAvOBk0VkfNlk+puwoe5bKvca9uGAKewbfgR4GrhNRAaUXTNRRM6qw8+ulFJ1pgFMqYblQ6C4wtff/D3QGLMCOw/sCSAb2EjZBH1jzK/Aw9ieqT3AYcA3tW1k2VOMxwHrgM+APOB77JDm/8r2eQC4EfgzkFZ23dnAX9gXomKAt4Ec7AMAXYBTyo5fD5wPPA5kAJOBycYYVxXNehfoBewxxvxUoa1vA/cDr4tIHrbn78Ta/uxKKRUIsq+XXimllFJKhYL2gCmllFJKhZgGMKWUUkqpENMAppRSSikVYhrAlFJKKaVCTAOYUkoppVSI1aTGUKPRqlUr07Vr1/puhlJKKRUSK1euzDDGpNR3O5T/mmQA69q1KytWrKjvZiillFIhISJbq99LNSQ6BKmUUkopFWIawJRSSimlQkwDmFJKKaVUiDXJOWBKKaVUc7dy5crWYWFhzwID0Q6XUPMBqz0ez2XDhg1Lq2wHDWBKKaVUExQWFvZs27Zt+6WkpGQ7HA5d+DmEfD6fpKen99+9e/ezwCmV7aOJWCmllGqaBqakpORp+Ao9h8NhUlJScrG9j5XvE8L2KKWUUip0HBq+6k/Zva8yZ2kAU37bsmULAwdWGeaVUkop5ScNYM2E1+ut7yYopZRSjYrH4wnauTWAhdBLL73EoEGDGDx4MBdccAFbt25l/PjxDBo0iPHjx7Nt2zYApk+fznXXXcfo0aPp3r07b731FgBnn302H3744d7zTZ8+nQULFuD1ernlllsYMWIEgwYNYvbs2QAsXryY1NRUzj33XA477DB8Ph9XXXUVAwYMYNKkSZx00kl7z71y5UrGjh3LsGHDOOGEE9i1a9fe7YMHD2bUqFE8+eSTobxdSimlGrn169dHdO/efcC0adO69OzZc8BRRx3Vq6CgQL799tvowYMH9+3du3f/448/vkd6erqzsuNjYmKGzpgxo2P//v37jRo1qvfOnTvD1qxZE9m/f/9+5fv88ssvkQMGDOgHcNVVV3Xo0aPHgN69e/e//PLLOwJMmTKl67nnntt52LBhfbp27Tpw3rx5ieVtGzZsWJ/+/fv369+/f7/PPvssFuD999+PP+KII3pPnjy5W58+fQbk5eU5xo0b17NPnz79e/XqNWDOnDktAJYuXRozYsSIPgMGDOg3ZsyYXlu3bg2vyb1pFE9BikgssAS4yxjzfl3Pd8MNN7Bq1apq9/P5fGRmZpKcnIzDceisOmTIEB555JEqP1+zZg333Xcf33zzDa1atSIrK4uLLrqICy+8kIsuuoi5c+dy3XXX8c477wCwa9cuvv76a9atW8cpp5zCmWeeybRp03jjjTc46aSTcLlcfPHFF8yaNYvnnnuOxMREli9fTmlpKUcddRQTJkwA4Pvvv2f16tV069aNt956iy1btvDLL7+QlpZGv379uOSSS3C73Vx77bX897//JSUlhTfeeIPbb7+duXPncvHFF/P4448zduxYbrnlFn9vsVJKqYbkkks6sXp1TEDPOXBgEXPn/lHdbtu2bYt65ZVXNo8ePXrrSSed1P2ll15q8cgjj7T9z3/+s+3kk08uuOGGG9r/5S9/aT+3knMVFxc7Dj/88KI5c+Zsv/nmm9vdeuut7V966aVt8fHx3m+//TZ69OjRxbNnz2517rnnZu7Zs8f54Ycftti8efNqh8NBRkbG3lD3xx9/RH7//ffrf/3118jjjjuuz6mnnvpL+/btPUuXLv0tJibG/PLLL5HnnHNO99WrV68F+Pnnn2N//PHHNX379nW98MILSW3btnUvXrx4I0BmZqaztLRUrrvuus4ffPDBxvbt23vmzJnT4uabb+7w5ptvbvH39tVLD5iIzBWRNBFZfcD2iSKyXkQ2isitFT76CzA/tK2EzMxMfv31VzIzM+t8ri+//JIzzzyTVq1aAdCyZUu+++47zj33XAAuuOACvv766737n3baaTgcDvr378+ePXsAOPHEE/nyyy8pLS3lo48+4phjjiE6OppPP/2Ul156iSFDhnDEEUeQmZnJhg0bABg5ciTdunUD4Ouvv+ass87C4XDQtm1bUlNTAVi/fj2rV6/m+OOPZ8iQIdx7771s376d3NxccnJyGDt27N42KqWUUjXRoUOH0tGjRxcDDB06tGjTpk2R+fn5zpNPPrkAYMaMGZnLli2Lq+xYh8PBZZddlgVwySWXZH7//fdxANOnT8+YM2dOK4/Hw3//+98Wl156aWbLli29kZGRvmnTpnV58cUXk+Li4nzl55kyZUqW0+nksMMOK+3UqVPpqlWrolwul5x77rlde/fu3f+ss87qsWnTpqjy/QcNGlTYt29fF8Dhhx9evHTp0oSZM2d2+Pjjj+OSk5O9P//8c+SGDRuijz322N59+/bt/+CDD7bbuXNno+gBewF4AnipfIOIOIEngeOB7cByEXkXaA/8CkQdfJraOVRPVUWlpaW8//77TJo0icjIyDpd0xiDiBxyn4qfV7yeMfYhlqioKMaNG8cnn3zCG2+8wTnnnLP388cff5wTTjhhv/MtXryY2NjYg85TWdsGDBjAd999t9/2nJycatuslFKqZowxeHwewp01+vu6bvzoqQqWiIiIvX/5OJ1Ok5OTU+kP7vF4GDhwYH+AiRMn5jzyyCM7D9yn/O+kiy66KPv+++9v//rrr+cfdthhRW3btvUCrFq1au27776b8Prrr7eYNWtW62XLlv1W8biK57nvvvvatG7d2r1gwYLffT4f0dHRw8o/j4mJ2RveBg0aVPrDDz/8umDBgsTbb7+9w+eff543derUnJ49exavWrVqXW3vS730gBljlgBZB2weCWw0xmw2xriA14FTgVTgSOBcYIaIhKzNkZGRTJkypc7hC2D8+PHMnz9/b29aVlYWo0eP5vXXXwfg1VdfZcyYMdWeZ9q0aTz//PMsXbp0b+A64YQTmDVrFm63G4DffvuNwsLCg44dM2YMCxYswOfzsWfPHhYvXgxAnz59SE9P3xvA3G43a9asISkpicTExL09c6+++mrdboJSSikKXAVkFGXUdzPqTWJiojchIcH78ccfxwE899xzyaNGjSoICwtj3bp1v65bt+7X8vDl8/l4/vnnWwC88MILySNHjswHiImJMWPHjs298cYbO0+fPj0DIDc315GVleU8++yzc59++uk/1q5du3fIdeHChS28Xi9r1qyJ/OOPPyIHDx5ckpub62zXrp3b6XTy1FNPJVf1sNqWLVvC4+PjfVdddVXWDTfcsGfVqlUxgwYNKsnKygr7/PPPYwFKS0tlxYoVNeooakhzwDoAFRP6duAIY8w1ACIyHcgwxvgqORYRuRy4HKBz587BbWktDBgwgNtvv52xY8fidDoZOnQojz32GJdccgkPPvggKSkpPP/889WeZ8KECVx44YWccsopREREAHDZZZexZcsWDj/8cIwxpKSk7J1LVtGUKVP44osvGDhwIL179+aII44gMTGRiIgI3nrrLa677jpyc3PxeDzccMMNDBgwgOeff55LLrmEmJiYg3rYlFJK1YzX52VP4R4inXX/h31j9vzzz/8+c+bMLtddd52jc+fOpfPmzdtS2X7R0dG+NWvWRA8YMKBtfHy8d+HChZvLP7vwwguzPvrooxZnnHFGHkBOTo5z0qRJPUtLSwXg3nvv3ZspevbsWTpy5Mg+mZmZ4Y888sjWmJgYc8MNN6RNmTKlxzvvvNNizJgx+dHR0ZXmi5UrV0bfdtttHR0OB2FhYeapp57aGhUVZV5//fVN1113Xef8/Hyn1+uVmTNn7hk+fHiJv/dAqhqWCjYR6Qq8b4wZWPb+LOAEY8xlZe8vAEYaY66t6bmHDx9uVqxYEcjmNhkFBQXExcWRmZnJyJEj+eabb2jbtm19N0sppZqFrOIsduXvIiEygU6JnQJ2XhFZaYwZXnHbTz/9tGXw4MGNuqstJiZmaFFR0Y+VfXbnnXe2yc3NdT766KMHDVVWNGXKlK6TJk3Kvfjii7OD08qq/fTTT60GDx7ctbLPGlIP2Hag4m9jR+CQN1XV3KRJk8jJycHlcnHHHXdo+FJKqRBxe91kFGUQEx7YhxGbo+OPP77H1q1bI7/66qvf6rsttdWQAthyoJeIdAN2ANOw8778JiKTgck9e/YMQvOahvJ5X0oppUIroygDpzhxhG4qc6NXVe/XZ599tsnfcyxYsGBLwBoUQPVVhmIe8B3QR0S2i8ilxhgPcA3wCbAWmG+MWVOT8xpj3jPGXJ6YmBj4RiullFK1VOwuJrc0l+jw6Ppuimog6qUHzBhzThXbPwQ+rOwzpZRSqjEyxrCnYA9RYQGrpqSagCbVDyoik0Xkmdzc3PpuilJKKQVAfmk+pd5SIpwR9d0U1YA0qQCmQ5BKKaUaEq/PS1phmk68VwdpUgGsqXnhhRfYubNpPwg6btw4tGSIUqqpyi7Oxmd8OB2VrjWtDvDYY48lb9myJYRLBNSfJhXAAjUE+cADD7Bo0aL9ti1atIgHHnigTuetqYYewKqqGqyUUgpcXheZxZnERsRWv7MC4JVXXmm1bds2DWCNTaCGIEeMGMHUqVP3hrBFixYxdepURowYUetzbtmyhX79+jFjxgwGDBjAhAkTKC4uBmDVqlUceeSRDBo0iNNPP53s7GzeeustVqxYwXnnnceQIUP27ltu48aNHHfccQwePJjDDz+cTZs2YYzhlltuYeDAgRx22GG88cYbgC09MW7cOM4880z69u3LeeedhzGGjz76iKlTp+495+LFi5k8eTIAn376KaNGjeLwww/nrLPOoqCgAICuXbty9913M2bMGN58800+/PBD+vbty5gxY7juuuuYNGkSAIWFhVxyySWMGDGCoUOH8t///heA4uJipk2bxqBBgzj77LMP+rmUUqqpyCjKIMwR1qzX1F2/fn1Et27dBpxxxhlde/fu3X/ixInd8/PzHUuXLo0ZMWJEnwEDBvQbM2ZMr61bt4Y///zzLVavXh1z4YUXdu/bt2//goICueqqqzr06NFjQO/evftffvnlHQH++OOPsOOPP75Hnz59+vfp06f/Z5991igTbkOqA9ZgpKamMn/+fKZOncrMmTOZNWsW8+fPJzU1tU7n3bBhA/PmzWPOnDlMnTqVBQsWcP7553PhhRfy+OOPM3bsWO68807+/ve/88gjj/DEE0/w0EMPMXz48IPOdd5553Hrrbdy+umnU1JSgs/nY+HChaxatYqffvqJjIwMRowYwTHHHAPAjz/+yJo1a2jfvj1HHXUU33zzDccffzxXXHEFhYWFxMbG8sYbb3D22WeTkZHBvffey+eff05sbCz3338///73v7nzzjsBuyj4119/TUlJCb169WLJkiV069Zt7+LgAPfddx/HHnssc+fOJScnh5EjR3Lccccxe/ZsYmJi+Pnnn/n55585/PDD63RPlVKqISp2F5NXmkdCZEJ9NwWASy6h0+rVBHQi2sCBFM2dS7WLfG/ZsiVq9uzZWyZMmFB41llndX3ggQdS3n///RYffPDBxvbt23vmzJnT4uabb+7w5ptvbpk1a1brhx566I9jjjmmaM+ePc4PP/ywxebNm1c7HA4yMjKcAFdeeWXno48+Ov/OO+/c5PF4yM3NbZTju02qByyQUlNTmTlzJvfccw8zZ86sc/gC6NatG0OGDAFg2LBhbNmyhdzcXHJychg7diwAF110EUuWLDnkefLz89mxYwenn346YANRTEwMX3/9Neeccw5Op5M2bdowduxYli9fDsDIkSPp2LEjDoeDIUOGsGXLFsLCwpg4cSLvvfceHo+HDz74gFNPPZVly5bx66+/ctRRRzFkyBBefPFFtm7duvf6Z599NgDr1q2je/fudOvWDWC/APbpp5/yr3/9iyFDhjBu3DhKSkrYtm0bS5Ys4fzzzwdg0KBBDBo0qM73VSmlGpKqyk48tfwpvtn2zX7bFv2+iAe+Ce30llBr27ata8KECYUAF1xwQeYXX3yRuGHDhuhjjz22d9++ffs/+OCD7Xbu3HnQsGPLli29kZGRvmnTpnV58cUXk+Li4nwA3377bfwtt9ySDhAWFkZycnKjnA/TpHrAAlkJf9GiRcyaNYs77riDWbNmkZqaWucQFhm5b/FVp9NZ6+G3qtbvPNS6ngde2+PxADZMPfnkk7Rs2ZIRI0YQHx+PMYbjjz+eefPmVXqu2NjYaq9njGHBggX06dPnoM+ac3e8UqrpKy87ER8Zv9/2wW0Gc+UHV/LEiU8wpvMYFv2+iKlvTWX+mfOD3iZ/eqqC5cA/82NjY709e/YsXrVq1bpDHRceHs6qVavWvvvuuwmvv/56i1mzZrVetmxZo1166EBNqgcsUHPAyud8zZ8/n7vvvnvvcOSBE/MDITExkRYtWrB06VIAXn755b29YfHx8eTn5x90TEJCAh07duSdd94BoLS0lKKiIo455hjeeOMNvF4v6enpLFmyhJEjRx7y+uPGjeOHH35gzpw5e3u2jjzySL755hs2btwIQFFREb/9dvDvfN++fdm8eTNbtmwB2DvnDOCEE07g8ccf3xvSfvzRriZxzDHH8OqrrwKwevVqfv75Z7/uk1JKNQaHKjtxVOejePrkp7nmo2t4+LuH94av1G51H2FpyHbt2hXx+eefxwK89tprLUeOHFmYlZUVVr6ttLRUVqxYEQUQFxfnLR9SzM3NdWRlZTnPPvvs3KeffvqPtWvXxgAcddRR+Q8++GAKgMfjISsrq1FmmUbZ6GBbvnz5fnO+yueElQ/nBdqLL77ILbfcwqBBg1i1atXeuVbTp0/nyiuvrHQS/ssvv8xjjz3GoEGDGD16NLt37+b0009n0KBBDB48mGOPPZYHHnig2sW2nU4nkyZN4qOPPto7gT4lJYUXXniBc845h0GDBnHkkUeybt3B/1CJjo7mqaeeYuLEiYwZM4Y2bdpQHn7vuOMO3G43gwYNYuDAgdxxxx0AzJw5k4KCAgYNGsQDDzxQbUBUSqnGJLs4G4OpsuzEUZ2P4vzDzufR/z3KzOEzm3z4AujevXvJ3Llzk3v37t0/Ozs77NZbb017/fXXN916660d+/Tp03/AgAH9v/rqqziACy+8MOPaa6/t0rdv3/45OTnOiRMn9urdu3f/o48+us+99977B8CsWbO2ffXVV/G9e/fuP3DgwP4//PBDo1zfSQ41jNRYDR8+3GhtqdAoKCggLi4OYwxXX301vXr14k9/+lN9N0sppULO5XXxe/bvxEXEVTnV4ptt33DlB1dywaALePWXVwPWAyYiK40x+z2x9dNPP20ZPHhwRp1PXgfr16+PmDRpUq8NGzbUaG3npuKnn35qNXjw4K6VfdakesB0KaLQmzNnDkOGDGHAgAHk5uZyxRVX1HeTlFKqXqQXph+y7ER5+HrixCe4adRNzD9zPlPfmsqi3wM/vUU1fNoDppRSStVRkbuIbTnbSIiquuzEU8ufYnCbwYzsMBKHOOiU2IlFvy9i+c7l/PmoP9fp+g21B6y5O1QPWJN6ClIppZQKtfKyE9Hhh56KdNWIqwBwe917t6V2S20W88DUwZrUEKRSSikVanmlebi9bsKdzWIFHRUgGsCUUkqpWiovO1Fd75dSB9IAppRSStVSVnEWQJVlJ5SqSpMKYPoUpFJKqVBxeV1kFWdVWnRV1cySJUtipk+f3qm+2xFKTSqABaoSvlJKKVWd6spOKP8dc8wxRS+88EK9LZdUH5pUAFNKKaVCochdRH5pvs79qkZeXp5j3LhxPfv06dO/V69eA+bMmdPiq6++ihk6dGjfPn369D/ssMP6ZWdnO95///341NTUngA33nhj+9NOO63bkUce2btLly4DH3744VYAp512WrdXXnklqfzcp5xySrdXX3210fa4aBkKpZRSqgZ8xsfugt2NKnxd8t9LOq1OWx3QsdKBrQcWzT117iF7rRYuXJjQtm1b9+LFizcCZGZmOgcPHtz/1Vdf3TR27NiirKwsR1xcnO/A49auXRu9cuXKtfn5+c6hQ4f2nzJlSu6MGTPS//Of/7Q5//zzczIzM50rV66MW7Bgwe+B/JlCSXvAlFJKqRrIL83XshN+Ovzww4uXLl2aMHPmzA4ff/xx3KZNmyJat27tHjt2bBFAy5YtfeHhB9/HE088MScuLs60a9fOM2rUqLylS5fGnnzyyQVbt26N2rFjR9hzzz3X8uSTT86u7NjGQnvAlFJKKT95fB7SCtOIjYit76bUSHU9VcEyaNCg0h9++OHXBQsWJN5+++0dUlNT80Sk2iV4DpxXV/5+6tSpmc8++2zLBQsWtJw7d+6WoDQ6RLQHTCmllPJTVnEWguAQ/evTH1u2bAmPj4/3XXXVVVk33HDDnuXLl8fu2bMn4quvvooByM7Odrjd7oOO++ijj5KKiopk9+7dzmXLlsWPGTOmEODKK6/MmD17dhuA4cOHl4T0hwmwJtUDJiKTgck9e/as76YopZRqYko9pWQVZxEfEV/fTWk0Vq5cGX3bbbd1dDgchIWFmaeeemqrMYbrrruuc0lJiSMqKsq3ZMmS3w48bujQoYXjx4/vtXPnzoibb755V9euXd0AnTp18vTo0aNk8uTJOSH/YQJMF+NWSiml/PBH7h+4fW6iwqLqdB631713Me5AaUqLcd94443t4+LivHffffeeAz/Lz8939O/fv/+qVavWJicne+ujfTVxqMW4tQ9VKaWUqkahq5Aid1Gdw5eqvXfeeSe+d+/eA2bMmJHWGMJXdZrUEKRSSikVaD7jY0/BHg1fIfLvf/97Z2XbTzvttPzTTjvtl1C3J1i0B0wppZQ6hNySXDzGo2UnVEBpAFNKKaWq4PF5yCjK0PUeVcBpAFNKKaWqoGUnVLDob5RSSilViVJPKdnF2Y1qySHVeGgAU0oppQ5gjCGtMI1wZ/hBVdmVCgQNYEoppdQBitxFFLoL9cnHRq6yKvsNRZMKYCIyWUSeyc3Nre+mKKWUaqTKy07oxPu6W79+fUS3bt0GnHHGGV179+7df+LEid1ff/31xOOPP75H+T5vv/12woQJE3p4PB6mTJnStVevXgN69+7d/+9//3trgJEjR/a55JJLOg0dOrRvr169BixatCgGYNGiRTFDhw7t269fv/5Dhw7t+9NPP0UCPPbYY8knnnhi92OPPbbn0Ucf3Xvr1q3hw4cP79O3b9/+vXr1GvDxxx/HASxcuDBhyJAhffv379/vxBNP7J6bmxvSTNSk6oAZY94D3hs+fPiM+m6LUkqpxqm87ESUown1fi27pBM5qwObKJMGFnFk9Yt8b9myJWr27NlbJkyYUHjWWWd1XbNmTdTGjRujdu7cGda+fXvP3Llzk6dPn57x3XffxezatSt8w4YNawAyMjKc5ecoKipy/Pjjj+s++uijuMsvv7zbhg0b1gwePLjk+++/XxceHs4777wT/+c//7njJ598sgnghx9+iPv555/XtGnTxnvXXXe1GT9+fO7999+/2+PxkJ+f79i1a1fYP/7xj3ZLliz5LSEhwXf77be3veeee9o89NBDuwJ6jw6hSQUwpZRSqi48Pg/phenERGjvV6C0bdvWNWHChEKACy64IPOxxx5rPXXq1Mw5c+a0vPrqqzN/+OGHuIULF/6ek5Pj/OOPPyIvuuiiTpMnT849/fTT88rPce6552YBnHjiiQUFBQWOjIwMZ05OjuPss8/utmXLligRMW63e+9kvaOPPjqvTZs2XoAjjzyy8IorrujqdrsdZ555Zvbo0aOL582bF79p06aokSNH9gVwu90ybNiwglDeFw1gSimlVJnMokwcDkfTKzvhR09VsBz4EIOIMHPmzMyTTz65Z1RUlJk8eXJ2eHg4KSkp3tWrV//69ttvJzz11FOt33jjjZZvvvnmlqrO8Ze//KXD2LFj8z/77LNN69evjzj22GP7lH8eExPjK3994oknFixZsmT9ggULEqdPn97tuuuu29OyZUvPmDFj8t57773fg/rDH0IT+w1TSimlaqfEU2LLToRp2YlA2rVrV8Tnn38eC/Daa6+1HD16dEHXrl3dbdq0cT/88MPtZsyYkVG2X5jX62X69Ok59957745ffvllbzfkvHnzWgB88skncfHx8d7k5GRvXl6es2PHji6A2bNnt6rq+r/99ltEhw4d3DfddFPG+eefn/HDDz/EjBs3rnDFihVxq1evjgS7yPfPP/8cGcz7cCDtAVNKKdXslZediAyL1LITAda9e/eSuXPnJl911VVdunXrVnrzzTenA0ybNi3zySefDBs2bFgJwJYtW8IvvfTSrj6fTwDuvvvu7eXnaNGihXfo0KF9CwoKnM8888zvAH/5y192X3bZZd0ee+yxtkcffXReZdcG+OSTT+Ife+yxtmFhYSYmJsb76quv/t6+fXvP7Nmzt0ybNq27y+USgLvuumvHoEGDSoN5LyoSY0yorhUyw4cPNytWrKjvZiillGok8kvz2Zm/k/jI+KBfy+114xAHnRI7BeycIrLSGDO84raffvppy+DBgzMCdpFaWL9+fcSkSZN6lU+sr+jCCy/sPHTo0KI//elPh2zjyJEj+zz00EN/HHPMMUXBa2lw/PTTT60GDx7ctbLPtAdMKaVUs+YzPtIK07TifQgNGDCgX3R0tG/27Nn1NjetvmkAU0op1azlluTiNV6iHRrAAq1Pnz6uynq/1qxZs9bfc3z//ffrA9uqhkEn4SullGq23F63LTuhRVdViGkAU0op1Ww12bITlq98QrsKvbJ776vq8yb5G6eUUkpVp8RTQk5JTlPu/Vqdnp6eqCEs9Hw+n6SnpycCq6vaR+eAKaWUanaMMewp2ENkWEhLP4WUx+O5bPfu3c/u3r17INrhEmo+YLXH47msqh0afAATkX7A9UAr4AtjzKx6bpJSSqlGrsBVQImnJCRlJ8rFbXwKV9Jg3C1G7tu4ZxFkLof+fw749YYNG5YGnBLwE6uAqJdELCJzRSRNRFYfsH2iiKwXkY0iciuAMWatMeZKYCowvLLzKaWUUv6qr7ITrqTBtFh5JZGZ39oNexbB11MheURI26EahvrqknwBmFhxg4g4gSeBE4H+wDki0r/ss1OAr4EvQttMpZRSTU1OSQ5en5cwR2gHgVytjiJ72NOk/HgNCesftuFrzHxokxrSdqiGoV4CmDFmCZB1wOaRwEZjzGZjjAt4HTi1bP93jTGjgfNC21KllFJNyd6yExH1M/He1eoo8jufT+LGR6HXTA1fzVhDmpTXAahYEXc70EFExonIYyIyG/iwqoNF5HIRWSEiK9LT04PdVqWUUo1QRlEGYY6weis7EZHxDfHbXiG35/WwYZYdhlTNUkOahF/ZY7LGGLMYWFzdwcaYZ4BnwK4FGdCWKaWUavSK3cXkluaSEJlQL9ePyPiGFiuvJH3oE7hbjSGxy6k6DNmMNaQesO1AxZVJOwI7a3ICEZksIs/k5uYGtGFKKaUat/KyE1FhUfXWhoicn8ge9jSlyaPthjapNnxlLq+3Nqn605AC2HKgl4h0E5EIYBrwbk1OYIx5zxhzeWJiYlAaqJRSqnHKL82nxFNChDOi3tpQ0PMqXK2O2n9jm9SglKBQDV99laGYB3wH9BGR7SJyqTHGA1wDfAKsBeYbYw5awFMppZSqCa/PS3pROrERsfXdFKX2qpc5YMaYc6rY/iGHmGhfHRGZDEzu2bNnbU+hlFKqickuzsbr8+IMd9Z3U5TaqyENQdaZDkEqpZSqyOV1kVWSpb1fqsFpUgFMKaWUqiizKBOnOBHR9ahVw9KkApg+BamUUqpcedmJUC85pJQ/mlQA0yFIpZRS0DDKTih1KE0qgCmllFJgy06UekvrteyEUoeiAUwppVST4vV5SStMIya8ftZ7VMofTSqA6RwwpZRS2cXZGAxOh5adUA1XkwpgOgdMKaWaN5fXRWZxpvZ+qQavSQUwpZRSzVt6YTphjjAtO6EaPA1gSimlmoQidxEFrgItO6EaBQ1gSimlGj1jDGkFaUSGRdZ3U5TyS5MKYDoJXymlmqe80jwtO6EalSYVwHQSvlJKNT9en5f0wnSdeK8alSYVwJRSSjU/ja3shMHUdxNUA6ABTCmlVKPV2MpOuL1uSjwlJEUl1XdTVD0Lq+8GKKWUUrXVmMpOFLuLAeia1FXXqFRNqwdMJ+ErpVTzUeQuIr80v8GXnTDGkF+aT2RYJF2Sumj4UkATC2A6CV8ppZoHYwy7C3Y3+PDl8XnId+WTHJ1Mh/gOhDl04ElZ+puglFKq0ckrzcPtdRMV2XB7k0o8JXi8HjoldCI2Ira+m6MaGA1gSimlGhWPz0NaYVqDnnhfUFpAhDOCri26am0yVSkNYEoppRqV7OJsBGmQZSd8xkeBq4AWUS1IiU3BIU1qpo8KIA1gSimlGo1STymZxZnER8TXd1MO4vK6KPWU0i6uHYlROhdZHZoGMKWUUo1GemE6Ec6IBld2othdjCD6lKPyW5PqG9UyFEop1XQVugopcBU0qIBTXmIiKiyKzkmdG1TbVMPWpAKYlqFQSqmmyWd87Cnc06DKTnh8HvJL80mJTaF9fHstMaFqRH9blFJKNXgNrexEiacEr89L56TODfppTNVwaQBTSinVoHl8HtIL0xtMLa2C0gIiwyLplNSJcGd4fTdHNVJNaghSKaVU05NVnIUg9V7SwWd85JXkkRiVSKfEWoSvBx6ARYv237Zokd2umh0NYEoppRqsUk8p2cXZ9T73y+V1UegqpH18e9rEtaldGBwxAqZO3RfCFi2y70eMCGxjVaOgQ5BKKaUaJGMMaYVphDvD67XsRJGrCIc46JrUlciwyNqfKDUV5s+3oWvmTJg1y75PTQ1cY1WjoT1gSimlGqQidxGF7sJ6K+1QXmIiOjyaLkld6ha+KBuBJNWGr3vugZkzWUSqjkA2UxrAlFJKNTg+42NPwZ56e8LwwBITgVj2aMQImHq6i0WP/gx33MGiR39m6ukuHYFspnQIUimlVIOTW5KLx3iIcoS+96vYXYzP+AJeYiKVRcw3jzJV5jOTCGaJi/lmKqlcD+gwZHPTpHrAtBK+Uko1fuVlJ0Ld+2WMocBVQJgjjK5JXQN//eXLSX3nei69MsKOQF4XQeo718Py5YG9jmoUxBhT320IuOHDh5sVK1bUdzOUUkrVwp6CPeS78kMawLw+L4WuQpJjkkmOSQ5ayYt334WLL4bLLoO5cwM3B19EVhpjhtf9TCpUmlQPmFJKqcatxFNiy06Eha7sRKmnlGJPMR0SOpASmxK08LVggQ1fr7wC99+/74HIA0uDqeZBA5hSSqkGobzsRERYRMjKThS5ijAYuiR2IT4yPijXMAa2b4eVK2HePDjxRLu9vCqFjkA2TzoJXymlVINQ6C6kyF1EQmRC0K/lMz4KSgtIjEqkdWzrgDzlWOl1fLBzpw1hd98NYQf8rZuaqmXAmisNYEoppeqdz/hIK0gLybwvt9dNsbuYNnFtSIpKClpvm8cDu3aBCHToAA4dc1IVaABTSilV70JVdqLYXYwxhi5JXYK6vFFpKaSl2dDVvr0NYUpVpAFMKaVUvXJ73bbsRETwer+MMRS6C4kOi6ZtXNuaL6RdA4WFkJkJkZHQpk3QLqMaOQ1gSiml6lVWcRYOhyNoTx+GqsQEQE4O5OVBQgIkJQXtMqoJ0ACmlFKq3pSXnUiICs7E+1JPKS6viw4JHYL2lGO5tDQoKYHkZIiNDeqlVBOgAUwppVS9KC87UddFrqtS6CrcW9U+WNcot2OHfeKxdWuIqp+1w1UjowFMKaVUvShwFVDsLg54z5TP+Ch0FZIQmRDUEhNgy0vs2GG/t2t3cJkJpapSo18VEXEAccaYvCC1RymlVDPgMz7SCtMC/iSi2+um2FNMm9jglpgA8HptjS8tM6Fqo9pfFxF5TUQSRCQW+BVYLyK3BL9pSimlmqqckhy8Pi9hjsB1GRW7i/H4PHRJ7EKL6BZBDV8ul4YvVTf+/Mr0L+vxOg34EOgMXBDMRlUkIqeJyBwR+a+ITAjVdZVSSgVHoMtOGGPIL80nwhkR9PpeAMXFsHu3HW7s2FFrfKna8SeAhYtIODaA/dcY4wZMXS4qInNFJE1EVh+wfaKIrBeRjSJyK4Ax5h1jzAxgOnB2Xa6rlFKq/mUUZRDmCAtIOQivz0u+K5/k6GQ6JnQMaI9aZfLyID3dPuXYrl1QL6WaOH9++2cDW4BYYImIdAHqOgfsBWBixQ0i4gSeBE4E+gPniEj/Crv8texzpZRSjVSxu5jc0tyA9FKVeEoodhfTMb4jrWJbBX0B74wMW+erRQtbakKpuqg2gBljHjPGdDDGnGSMMcA2oE5LhxpjlgBZB2weCWw0xmw2xriA14FTxbof+MgY80NV5xSRy0VkhYisSE9Pr0vzlFJKBcHeshPOupeEKHQV4sBB1xZdiYuMC0DrDm3nTjv0mJIC8cEtJ6aaiRr3/xrLE4S2dAD+qPB+e9m2a4HjgDNF5MpDtOsZY8xwY8zwlJSUIDRPKaVUXZSXnahLTS6f8ZFXmkd8ZDydkzoT4YwIYAsPZgxs326feGzbFqKDO71MNSMNqWJJZX3HxhjzGPBYqBujlFIqcLw+L2mFacRG1L5EfHmJiXZx7UiMSgxg6yrn89meL7ALajuDV05MNUNV9oCJSKinF24HOlV43xHYWZMTiMhkEXkmNzc3oA1TSilVN7mluXh93loXRS1yF+Hxeeia1DUk4cvttgVWwZaZ0PClAu1QQ5BzRWSZiPxLRMaJSLB7y5YDvUSkm4hEANOAd2tyAmPMe8aYyxMTg/8/p1JKKf+4vW4yijJq1ftVXmIiKiyKLkldiAoL/jo/JSW2zITDEdgyEw88AIsW7b9t0SK7XTU/VQYwY8yJwDhgMXA6sExEFpZNdu9cl4uKyDzgO6CPiGwXkUvL5pVdA3wCrAXmG2PW1OU6Siml6l9GUQZOcdb4KUWPz7O3xESH+A5BLzEBUFBgF9WOirI9X4E0YgRMnbovhC1aZN+PGBHY66jGQeyDjX7uLNINWyZiItDWGDMyWA2rDRGZDEzu2bPnjA0bNtR3c5RSqtkrdhezNXcrCZEJNTquxFOC1+elfXz7Os0bq4nsbMjPh8RE+xUM5aHr4ovh+edh/nxIrVNdAUtEVhpjhtf9TCpUavQUpDHmd2PMU8aYU4AxQWpTrekQpFJKNRzGGPYU7KnxsGFBaQEOHHRJ6hKy8LV7tw1frVoFL3wBDBsGZ50FDz4IM2cGJnypxqnWZYjLanUppZRSlcovzafUW+p3qYjyEhOJUYkhKTEBtszEjh120n2bNhATmNWRKr1OWhosWABvvAF//SvMmnXwnDDVfDSkMhR1VmEIsr6bopRSzVp52YmYcP8SjcvrotRTSvu49iRE1Wy4srYqlplo186u7RgMXq+tJbZoEdxyC7z1lu35OvZYOxwZqGFI1bj41QMmItEi0ifYjakrHYJUSqkQKN5d7S7ZxdkYjF9lJ4rdxfh8ProkdQlZ+PJ49pWZaN8+eOHL5YItW6C01F7vzTf3ha3UVBu+li8PzrVVw1ZtACvrVVoFfFz2foiI1Kg8hFJKqSbil7vhvZ6QU/VD6i6vi8zizGp7v+qjxATYMLRrly0z0aGD/R4MRUU2fAF06wa3335wT1dqKvz5z8G5vmrY/Pm1+xt2ncYcAGPMKqBrsBqklFKqgVr7b/jlLvAUQu6vVe6WXphOmCPskGUnPD4P+aX5pMSm0D6+fa0LtNZUYSHs2QMRETZ8BWv97qws2LrVLl3UrRuEhwfnOqrx8qfT1WOMyQ32KvOBoHPAlFIqSH57En68CTqdAZ3Pho6nVLpbsbuYAlcB8ZFVr1hd7C7GZ3x0Turs9xyxQMjNtV/x8dCiRXCu4fPZ3rW8PGjdGlq2DF7IU42bPwFstYicCzhFpBdwHfBtcJtVO8aY94D3hg8fPqO+26KUUk3GpudgxTXQ4RQ46nVwVN6dU152oqrFto0xFLoKiQyLpH18e8KdoesWSkuzFe5btoS4uOBcw+OBbdvsE5WdO0NsaCpoqEbKnyHIa4EBQCkwD8gDbghim5RSSjUUv78K/5sB7U6AMfOrDF9w6LITXp+X/NJ8EqMS6ZTYKaTha8cOO++rdevgha+SEjvfyxjo2lXDl6petT1gxpgi4PayL6WUUs3Ftrdg2YXQZhwcvRCclfdswaHLTuwtMREfuhITsK/GlzHQtm3w5mHl5dlhx8hI6NRJF+5W/qk2gInIcOD/sBPv9+5vjBkUvGbVjs4BU0qpANn+HnxzDrQaBce8C2GHnqtVVdmJIlcRDnHQNalrlUOTweD12lAEwXvSsby4ana2nVPWurXO91L+82cO2KvALcAvgC+4zakbnQOmlFIBsPMT+PpMaDEUxn0I4YcetysvOxEXsW+/8hIT8ZHxtI1rG7KnHMHW3tqzx4ahYD3p6PXCH3/Yoc327SEhdB17qonwJ4ClG2O07pdSSjUHexbD0tMgsT8c+wmEV58sDiw74fF5KHIV0TquNS2iWhyyHEWgFRdDRoYtrNquXXCu4XLZ8GUMdOkCUaEpX6aaGH8C2F0i8izwBXYiPgDGmIVBa5VSSqnQS/8GvpoEcd0h9VOIqL5WQ5G7iPzS/L1zu4rdxRhjQl5iAuxcrJwcOwE+OTk41ygstPPKwsPtfK9gVdBXTZ8/vzoXA32BcPYNQRpAA5hSSjUVmcth8UkQ3QGO/QKiUqo9pLzsRHR4tC0x4S4k0hn6EhNge72KiuxcrPiqS5DVSWamvU58vJ3UH6wK+qp58CeADTbGHBb0liillKof2T/BohMgIhnGfwHRbf06LK80D7fXTXR4NPml+STHJJMck4xDQptMdu60c7JSUmzl+UArX7S7sBDatIGkpMBfQzU//vxfskxE+ge9JQEgIpNF5Jnc3Nz6bopSSjUOub/Cl8dBWByM/xJiOla62wPfPMCi3xftfe/xeXh3/bs89+NzFLmL6JDQgZTYlJCGL2Ng+3Ybvtq0CU748njskkLFxba4qoYvFSj+/J8yBlglIutF5GcR+UVEfg52w2rDGPOeMebyxMTE+m6KUko1fHkb4IvxtrjqsV9AXNcqdx3RfgRT35q6N4S9t/49rv/4ega1GUTXpK6HXHooGHw+OxcL7FOIEQfXfq2zA4urBiPgqebLnyHIiUFvhVJKqdAq+B2+PBaMF8YvhoReh9w9tVsq88+cz9S3pjLj8Bk8veJpZk+azRn9zghpiQmwS/3s3h3cMhO5ubaURXR08OqIqeatygAmIgnGmDwgP4TtUUopFWyFf8AXx4KnEMYvsiUn/JDaLZXLD7+cf3z9D2444gbO7H9mSEtMgO2VSk+3gahDh8Cf3xgbvHJz7ZOUyclaXFUFx6F6wF4DJgErsU89VvwVNED3ILZLKaVUMBTvgi/HgyvLDju2GOz3oZ9s/ISnVz7Nn474Ey//8jKn9DmF1G6pQWzs/goKICvL9kqlVP+QZo2VF1d1u6FjR13PUQVXlQHMGDOp7Hu30DVHKaVU0JSk2TlfxTttna/k4X4f+snGTzh34bk8O/lZTu93OpP7TGbqW1OZf+b8kISw7GzIz4fERPsVaOXFVcEWVw3GnDKlKqp2VFtEvvBnm1JKqQasNAu+PB4Kt8DYDyBltN+HFruLWbJ1Cc+d8hyn9zsd2DcnbPnO5UFq8D67d9ver1atghO+Cgvtk45hYXayvYYvFQpijKn8A5EoIAZYBIxj3xBkAvCRMaZfKBpYExUW456xYcOG+m6OUko1DK5cW2oi52cY+x60m+D3oUXuIrKKs4gOiyY5Jkjl5atgjK2/5fPZha4jg7CWd0aGHdZMSLClLBrrfC8RWWmM8b9LU9W7Q/WAXYGd/9W37Hv513+BJ4PftJrTMhRKKXUAd4GtcJ+9Co5eUKPwVegqJKs4i9jw2JCHr/IyE8bYNR0DHb58PjvkmJ1tq9q3bdt4w5dqnA41B+xR4FERudYY83gI26SUUioQPEXw1WTI/B8c9QZ0mOT3oQWuAnJKcoiLiCMpKil4bayEx2OHHcHW+Ap0CQiPx4Yvn88WVw1Gz5pS1am2DpiGL6WUaoS8JbDkdEj7Cka/Ap2n+H1ofmk+uaW5xEfEkxgV2hGF0lJIS7Ohq337wPdKlZTYnjWn006218W0VX3RXz2llGpqvC74eirs/hSOmAtdz/X70LzSPPJK80iITCAhMiGIjTxYUZFd8Doiws7HCrScHFtDLCYmOOFOqZrQAKaUUk2JzwPfngs73oMRT0GPi/0+NLckl3xXPklRScRFxAWxkZVcO9d+xcdDixaBPbcx+z9JGejzK1Ubh6qEf/ihDjTG/BD45iillKo1nxe+uwj+WACH/xt6zfT70OzibArdhbSIakFsRGgrkKan26HBli0hLsC5z+u1C3Z7PLa4qq7nqBqKQ/WAPVz2PQoYDvyELUUxCPgfdpFupZRSDYHxwfeXw9bXYPA/oO+f/D40qziLIncRLaNbEhMeE8RGHmzHDjsZPiUFoqICe26Xy4YvETvZPjw8sOdXqi6qfLbEGJNqjEkFtgKHG2OGG2OGAUOBjaFqoFJKqWoYAyuuhc1zYeCdMOA2vw/NLMqkyF1EcnRySMOXMTYcGWNLQAQ6fBUUwLZtdpJ9ly4avlTD488csL7GmF/K3xhjVovIkOA1SSmllN+MgR9vhg1PQb9b4LC/+X1oRlEGJZ4SWsW0IioswAnoELxe2LXLvg5GmYn0dDufLDExOGtGKhUI/gSwtSLyLPAKdhHu84G1QW1VLVWohF/fTVFKqdD4+Q5Y92/ofS0Mud/vR/vSCtNweV2kxKQQGRa6QlguF+zZE5wyEz6f7VVzu23xVl1MWzVk/vy742JgDXA9cAPwa9m2Bkcr4SulmpXV98Ka+6DHDBj2qN9pZk/BnnoJX8XFNnw5ndChQ2DDl8dj13P0eKBTJw1fquHzpxBriYg8DXxojFkfgjYppZSqztqHbO9X1wtg5NN+p5mdeTvx4aN1bGsinKFbdTo/3y77ExNjS0EEUnGxXTMyLMw+6eh0Bvb8SgVDtT1gInIKsAr4uOz9EBF5N8jtUkopVZX1T8CPt0DnqXDkXBD/JlHtyNuBDx9tYtuENHxlZdkiqElJgQ9f2dk2fMXG2icdNXypxsKfOWB3ASOBxQDGmFUi0jWIbVJKKVWVjXNg5bXQ8VS7xJDDv3raO/J2ANA2ri1hfh4TCLt22WHBVq0CW4PLGBu8SkrsuXXmiWps/Pm/0GOMyRVds0EpperX7y/D91dAuxPt4toO/2orlIevNnFtQha+ygOSz2eXFYoIYIdbeXFVr9cOOepi2qox8uf/xNUici7gFJFewHXAt8FtllJKqf1snQ/LpkObVDh6ATj9Sx0Ve76cjtCMz/l8NnyBfdIxkMOCpaX23A6Hre+lQ46qsfJn4sC1wACgFJgH5GGfhlRKKRUK2/8L354HrUbD2HchrPqxPGNMvYQvj2df+OrQIbABKT/f9nyFh+t8L9X4+fMUZBFwO3C7iDiBWGNMSdBbppRSCnZ+DF9PhZbDYNwHEFZ9fQVjDDvzbQpqF98Oh5+T9OuqpMQWQXU4bPgKpLQ0G8BatLBrRirV2PnzFORrIpIgIrHYemDrReSW4DdNKaWaud1fwtLTIXEApH4E4QnVHhK08PXAA7Bo0f7bFi2y27FL/6Sn2/lYgQxfPp9dUqigwA5navhSTYU//2f2N8bkAacBHwKdgQuC2SillGr20r6GryZDXE9I/RQiWlR7iM/49oav9vHtA9vzNWIETJ26L4QtWmTfjxhBdrYtNZGQAK1bB+6SbrcNXz6fHXIM5FOUStU3fybhh4tIODaAPWGMcYuICW6zlFKqGcv4HhafBLGd4NjPIar64lk+42NXvl1gsX18ewL+5HpqKsyfb0PXzJkwaxbMn8+e/qm4CiA5ObDV54uKYPduO9+rQ4fArxepVH3z51d6NrAFiAWWiEgX7ER8pZRSgZb1Iyw6AaJS4NgvILpNtYcEPXyVS0214eueezBXzmRH71RcLtvrFcjwlZVl64fFx9tlhTR8qaao2l9rY8xjxpgOxpiTjLUVSA1B2wAQke4i8pyIvBWqayqlVL3IWQ2LjrdzvcZ/CTHVT6by+ryhCV8Aixbx9aMrObL9VrKeeJWIbxbRrl3g6nAZA3/8Yavmt2kDKSmBOa9SDZE/k/CTReQxEflBRFaKyKNAnWoOi8hcEUkTkdUHbJ8oIutFZKOI3ApgjNlsjLm0LtdTSqkGL+83+PI4cETA+C8gtku1h3h9XnYX7AagQ0KHoIevj097mvHF7/K/nZ15/swPaHX1VMKWLqr+WD94vTZ8lRdXjYsLyGmVarD86dh9HUgHpgBnlr1+o47XfQGYWHFDWYmLJ4ETgf7AOSLSv47XUUqphq9gM3xxLGDg2C8hvme1h3h8nv3CV7C9PLuQyYXz6NHTyYMPwjWP90Xmz4fly+t87tJSG77ATrYPZNV8pRoqfybhtzTG3FPh/b0iclpdLmqMWVLJepIjgY3GmM0AIvI6cCrwa12upZRSDVrhNhu+vMVw3GJI7FvtIW6vm7TCNCD44csYeOgh+PMbkxg9GubOhT59yj5MTbVfdZCXBxkZ9gnHtm1BV71TzYU/PWCLRGSaiDjKvqYCHwShLR2APyq83w50KBsCfRoYKiK3VXWwiFwuIitEZEV6enoQmqeUUgFWtNOGL1cOHPspJB1W7SGhDF8+H9x0E/z5zzB5MrzxRoXwFQC7d0Nmpl1Mu107DV+qefGnB+wK4EbglbL3DqBQRG4EjDGm+sqA/qnsfz1jjMkErqzuYGPMM8AzAMOHD9cyGUqphq0kDb4cDyV74NjPbKX7ari8LtIL03E6nLSNaxvU5rlccPHF8Npr9vvDD9sq9IHg88GOHXa+V7t2EBUVmPMq1Zj4sxRRfCgagu3x6lThfUdgZ4iurZRSoVOaaSfcF26F1I+h1ZHVH+IpJaMogzBHGG3iqi9NURf5+TBlCnz2GfzlL3D77bYkRCC43XatSBFbYkLXc1TNlT89YIhIC6AXsPffKcaYJQFuy3Kgl4h0A3YA04Bza3ICEZkMTO7Zs/oJrEopVS9cObbOV95vMO59aH1MtYeUeErILMokwhlBSmxwazOkpcFJJ8GqVbbX66qrAtdDVVholysKC7PFVXXIUTVn/pShuAxYAnwC/L3s+9/qclERmQd8B/QRke0icqkxxgNcU3b+tcB8Y8yampzXGPOeMebyxMQ6VclQSqngcOfDohMh52c4eiG0Pa7aQ4rdxWQWZRIZFhn08LVpE4weDWvWwLPPwjXXBC58ZWTYcJeQYMtMaPhSzZ0/PWDXAyOAZcaYVBHpiw1itWaMOaeK7R9i15tUSqmmxVMEX02CrOUw5k3ocFK1hxS5i8guziY6PJqW0cFdhfrHH2HiRDv36403bC9YmF9jJIdmjJ3v5fHY4qoxMXU/p1JNgT9PQZYYY0oARCTSGLMOCOBzMIEjIpNF5Jnc3Nz6bopSSu3jLYElp0L61zDqFeh0erWHFLoKySrOIiY8Jujh64svYOxYu+7i22/DpEmBCV/lxVV9PjvkqOFLqX38CWDbRSQJeAf4TET+SwOdHK9DkEqpBsfrgqVnwu7P4Yi50HVatYcUuArILskmLiKOFtEBevSwCq+/DieeCO3b2/A1dmxg1l4sKYHt2/dNtg8Pr/s5lWpK/HkKsvyfan8TkUXYZYg+DmqrlFKqKfB54NtzYOcHMOJp6H5RtYfkl+aTW5pLfEQ8iVHB/cfkY4/B9dfDyJHw/PPQP0Brj+TmQna27fFq3Tow51SqqakygIlIZX3ev5R9jwOygtKiOtCnIJVSDYbPC99dCH8shMMfgV5XVHtIXmkeeaV5JEYmEh8ZvApAxsD//R/8619wwgkwezZ0qX7pSb/s2mXnkSUnB650hVJN0aF6wFYChv0LpJa/N0D3ILarVowx7wHvDR8+fEZ9t0Up1YwZH3x/GWydB0P+BX2vr/aQ3JJcClwFJEUlERcRvJWo3W6YMQNefBHOOw8eecRWoq+r8uKqxtjiqrqeo1KHVmUAM8Z0C2VDlFKqSTAGll8Nm1+Aw/4G/f9S7SE5JTkUugpJikoiNiI2aE0rLISpU+HDD+HGG+Guu2xZiLpyueyyQiK2xEQg5pAp1dRVOwdMRAQ4D+hmjLlHRDoDbY0x3we9dUop1ZgYAz/cCBuftsFr4J3VHpJVnEWxu5gW0S2ICQ/eY4IZGfbpxuXL4R//gBtusAtg11VBgV3PMSLC9nwppfzjz79TngJGsa8qfT7wZNBaVAdahkIpVW+MgZ/+D9Y/An2uh8H/rLbaaGZRJsXuYlpGtwxq+Nq6FcaMsdXtZ8+2C2wHInylp9vwlZSk4UupmvIngB1hjLkaKAEwxmQDDXJ0X8tQKKXqzep74Nd/Qc8r4fD/VBu+MooyKPGUkByTTHR4ANJQFX75xVa3370bXnkFpk+v2/ysb7+1YW7tWigutsVV9Y9cpWrOnwDmFhEnduI9IpIC+ILaKqWUakx+fQB+uQu6T4cRT1YbvtIK0yj1lNIqphVRYQFa66cSS5bA0UfbCfJvvQVnnFG3Aqsvv2zrhH3zDSxcaIurBmqpIqWaG38C2GPA20BrEbkP+Br4R1BbpZRSjcX6x2DVX6DLNBj5LMih/1jdU7AHt9dNq5hWRIZFBq1ZCxfChAmQkgLvvAPjx9d+crzHY4ctL7wQDj8cHnrIvnc6A9pkpZoVfwqxvioiK4Hx2BIUpxlj1ga9ZbWgdcCUUiG18RlYeT10PB1GvQSOQyeSXfm78BkfKbEpRDiDN5Pj6afh6qth8GBbbuKww2p/rqwsOPts+PxzuOgiWzusbdvAtVWp5kqMMfXdhoAbPny4WbFiRX03QynVlG1+EZZdDO1PgqMXQjWBamf+TowxtI5tTbgzOOvyGAN//7v9OvZYmDMHutehYuPq1XDqqXZJoXvugWuu0fUcGyoRWWmMGV7f7VD+C8Byq0op1cxsfQP+dwm0HQ9Hv+V3+GoT14YwR3D+2PV64aqr4Jln4Kyz7DJDdempWrjQDjnGxMAbb8DJJ+t6jkoFkpbLU0qpmvjjbfj2PEgZA8e8A85Dz0IPRfgqLoYzz7Th6+qrbc9XbcOXz2cLtE6ZAr16wQcf2F4wDV9KBZb2gCmllL92fAjfnA0tR8DY9yHs0FXrd+TtAKBtXFuc1cwPq63sbDjlFPtk4t/+BrfcUvthwrw8uOACePddG+gefhg6dw5oc5VSZTSAKaWUP3Z/AUvPgMTDIPUjCK96pWljDDvzdwLBDV/bt8OJJ8Jvv8ETT8Cll0JkLR+s3LDB9nT99pvtAbvpJl1MW6lgalIBTJ+CVEoFRdpS+GoyJPSGYz+FiKQqd60YvtrFt8NRTVmK2lq7Fk44wfaAvfiiHTKs7TDhJ5/AtGn29csv23PpYtpKBVeTmgOmlfCVUgGXsQwWnwSxXSD1M4hMrnLXUIWv776z1ehLSmD+fDvpvjbhyxh48EE46SS7lND779uSExq+lAq+JhXAlFIqoLJ+gEUTIaoNHPsFRLepclef8e0NX+3j2wctfL3/vi2qmpAAb78NEyfWriBqURGcdx78+c92GPP99+Goo2pfrFUpVTP6v5pSSlUm5xdYNMEON47/EmLaV7mrz/jYlb8LsOFLqlmKqLaefx5OO80+nfj223aNx9pcats224P2+ut20v6rr9atXphSquaa1BwwpZQKiNx18OVx4IiyPV+xVT8KGIrwZQz8859w++1wzDHw3HNQ26muS5faOV7FxfY8555b+4n7Sqna0x4wpZSqKH8TfFm28tr4LyC+R5W7en3eoIcvrxeuu86Gr9NOg3nzahe+jIFZs2yF/Ph4W2riwgs1fClVX7QHTCmlyhVuhS+OBV8pjF8MCX2q3NXr87K7YDciQvv4qocn66K01NblevNNmDED7r8fWrSo+XlcLruM0Jw5kJpqS1b061e74UulVGA0qQCmZSiUUrVWtMOGL3eenfOVNLDKXT0+D3sK9gQ1fOXmwumnw6JFtvfrttsg9tB1Xyu1e7cdcvz2W7tU0d13Q3LVD3IqpUKkSQ1BahkKpVStFO+xw44l6ZD6MbQcWuWubq876OFr1y4YO9bO1/rPf+Cvf61d+FqxAoYPhx9+gMcfh4ce0vClVEPRpHrAlFKqxkoy7IT7wj8g9RNodUSVu7q9btIK04IavjZsgAkTIC3NTpI/55za1fh6+WU7bJmSYhfWPv54CNM/8ZVqMJpUD5hSStWIK8eWmijYCGPfg9Zjqt7V6yKtMA2nwxm08LV8uS0tkZcHb7xh63TVNHx5PHDjjXaC/dChtr7XxIkavpRqaDSAKaWaJ3e+LbKauxqOfhvaHlvlrqWeUtIL0wlzhNE2rm1QmvPJJ3aCfHS07bE66aSaF1jNyrJFVf/zH7joIlsrbPBgnWyvVEOkAUwp1fx4CmHxyZC1Esa8Ce0nVrlriaeEjKIMIpwRtImruhJ+Xbz6KkyaBF262NB0zDE1r0i/ejWMGAFLltinJZ98EtoGJysqpQJAA5hSqnnxFMNXp0LGNzD6Veh4apW7FruLySzKJDIskpTYlKA05+GH4fzz7WT5t96CYcNq3mO1cCEceSQUFNjq9n/6U+0m7SulQkcDmFKq+XDlwleTYc8XMHIOdJla5a5F7iKyirOIDo+mVUyrgDfF54Obb7ZfJ59sa33161fzc9x5py0z0auXne916qm1m7SvlAotnZaplGoeCn634St3LSAQXnW5mkJXITklOcSEx9AiuhaVT6vhcsEll9ihxwsvhH//u+blIfLybJHWd9+1Aezf/4bOVa+YpJRqYDSAKaWavvRvYclp4HPDuPfBUwQdJlW6a4GrgNySXGIjYkmKSgp4UwoKbGD69FO7EPYdd9ilgWpiwwbb0/Xbb7YH7Oaba34OpVT9alIBTCvhK6UO8vur8L9LIKazDV+HWF4ovzSfvNI84iLiSIwKfEHntDQ73Pjjj/DAA3Z5oOjomp3j449tbTARW+tryhSIiAh4U5VSQdak5oBpJXyl1F7GBz/fCd+dD61GwQnLDhm+8krzyCvNIz4yPijha/NmOOoo+7TinDlw/fU1C1/GwIMP2gDXti289x6cfbaGL6UaqybVA6aUUoB90nHZdNg2H7pfDCOeBmfVSSW3JJcCVwGJUYnERcQFvDmrVtliqCUl8NprMHlyzQqjFhXBZZfBvHm2Pthjj0H37lrfS6nGTAOYUqppKd4NS06FzOUw5H7od8shk0pOSQ6FrkKSopKIjQh87YYvv4TTTrNztBYuhHHjalbja9s2e/yqVXDTTXbOmHbyK9X4NakhSKVUM5f9E3wyEnJWw9ELoP+f94avB755gEW/L9pv93fXvcuD3zxIi+gWQQlf8+fbyvTt2tkCq6mpNQtfS5bY+mAbN8Kzz8K992r4Uqqp0ACmlGoadrwPn40B44Xjl0Kn0/f7eET7EUx9a+reEPbOune4+N2LObrz0cSExwS8OY8/DtOm2aWAFiywVer9HTI0BmbNgvHjbc/ZO+/YpYWiogLeTKVUPdEhSKVU42YMrH8EfrgJWgyFse9CTIeDdkvtlsr8M+cz9a2pXDT4Ip5f9TyvnfEaJ/Q8IeDN+etf4R//gOOPh2eega5d/T/e5bJPR86ZY4crn3zSFmjV+V5KNS0awJRSjZfPDSuugY3PQKczYNRLEFb1UOK4ruM4/7Dzefi7h7ltzG0BD18eD1xxBcyda0tFPPIItG7t//G7d9uyEt9+CzNnwt//DinBWQFJKVXPdAhSKdU4ubJh0UQbvvrfZhfVPkT4cnldvPnrm7z080vcfvTtzPlhzkFzwuqiqAhOP92Gr+uug6efrln4Wr7czvf68Uc7fPnwwxq+lGrKtAdMKdX45G+ExSdD4e9w5AvQ/aJD7p5bkssnmz5h5gczeeust0jtlsr4buOZ+tZU5p85n9RuqXVqTmamLS2xbJmdKP+nP0FMDaaVvfQSXH45tGplF+SeMKFmZSqUUo2P9oAppRqXPV/BJ0dAaQYc+/khw5cxhp35OylwFbA+Y/3e8AX75oQt37m8Ts3Ztg3GjIEffrAT52++2f/w5fHAjTfaCfZDh9rFtE88UcOXUs2BGGPquw0BN3z4cLNixYr6boZSKtA2PQ/Lr4C4HjD2fYjvUeWubq+btMI0ANrEtSHMEfhUs3q1LbCan28nzZ9xhv/hKTPTPiX5+ed2Qe5//cuWq1CqNkRkpTFmeH23Q/lP/52llGr4jA9W3QZrH4C2x9n5XhFJVe5evqajiNAurh0ShEcIly6FU06xSwG9+aYtGeF0+nfsL7/YxbR37ID774err4bYwJchU0o1YA0+gIlILPAU4AIWG2NerecmKaVCyVMI354P29+BnlfA8MfBEV7prsYYdhfsxmd8xEfGkxCZEJQmvfOO7b3q2NEuiH3kkf6XiVi40PZ4xcbC66/DpEkQXvmPo5RqwuplDpiIzBWRNBFZfcD2iSKyXkQ2isitZZvPAN4yxswATgl5Y5VS9adoB3x2NOx4Fw5/BEbMqjJ8eXwedubvxGd8tI5tHbTw9cwztlREv342TPkbvnw+uPNOe2yvXna+16mnavhSqrmqr0n4LwATK24QESfwJHAi0B84R0T6Ax2BP8p284awjUqp+pS10i4rlL8BjnkX+l5fZdIpcBWwp2APAO3j2xPuDHyqMQbuvtvW+TrmGPu04qBB/oWvvDxbouKee+DMM20P2ogRNVuWSCnVtNTL//7GmCVA1gGbRwIbjTGbjTEu4HXgVGA7NoSBPrWpVPPwx0Lb8yVhMOFb6HBylbvuLthNTkkOcRFxdEjoUPV8rwcegEUH1P1atMhur4bXC1ddBXfdZXuwXnsNelQ9/38/GzbYXrIPPrA9YM89B126+HesUqrpakiBpgP7errABq8OwEJgiojMAt6r6mARuVxEVojIivT09OC2VCkVHMbAmn/B0imQNAhO+B6SDqt0V4/Pw468HXh9XlrHtiYxqppVqkeMgKlT94WwRYvs+xEjDnlYSQmcdZYtrHrllTZA+fu04scfw8iRtsL9yy/D//0fJARnZFQp1cg0pEn4lf2z1RhjCoGLqzvYGPMM8AzYMhQBbptSKti8LltiYvML0GUaHDEXwqIr3bXQVUh2STaC0D6+vX9POaamwvz5NnTNnGmLds2fb7dXISfHPum4dKntvfrzn/17WtEYeOghuPVW6N0bnn3W9oL5+5SkUqrpa0gBbDvQqcL7jsDOmpxARCYDk3v27BnIdimlgq0kA76eAmlLYOBdcNhdVU6uSitMw+V1ERcRR1JUUs2uk5pqw9c998AddxwyfO3YYYuirlsHjz0GM2ZAVFT1lygqgssug3nz7PGPPw7du+ti2kqp/TWkIcjlQC8R6SYiEcA04N2anMAY854x5vLExGqGIpRSDUfuOvj0SMj4H4x+DQb9rdK04vV52ZG3A7fXTUpMSs3DF9hhx1mzbPiaNevgOWFl1q2D0aNh82Z4/nk79OhP+Cqviv/663DTTfDqq3aumIYvpdSB6qUHTETmAeOAViKyHbjLGPOciFwDfAI4gbnGmDX10T6lVIjs/hyWngnOSBi/CFJGVbpbkbuIrOIsBKFdfDscUot/O5bP+SofdkxN3f99mWXL4OST7ROKb7xhK937M3S4ZIl9wrGkxFbFP+88/0KbUqp5qpcAZow5p4rtHwIf1va8OgSpVCOyYTasuBoS+sHY9yCua6W7pRemU+otJSY8hpbRLWt/veXL9w9b5XPCli/fu+2DD+yE+9at7aT5o46qvlSEMXaC/nXXQefOtvdr7Fid76WUOjRdC1IpFVo+L/x4M6x/BNqdCGNeh/CDHw30GR+78ndhMLSKaUVUWHC7k154wc7d6tcPXnzRLo5d3dBhaSlce63t8UpNhSeesMfrkKMKNV0LsvFpSJPwlVJNnTsfvjkHdn4Afa6HoQ9BJYtkF7uLySzO3PuUY62GHP1kjF2P8bbbbI/X3Ln2ycXq7N5ta4J9+62d1//3v0NKStCaqZRqYjSAKaVCo3ArfDUZcn+FEU9Br5mV7pZZlEmxp5josGiSY5KD2iSfD/70J/uU4+TJdl5+hw7VH7d8ua1sn5Vlj730UoiJCWpTlVJNTJMKYDoHTKkGKuN/sORU8BbDuA+h3YSDdqk45JgcnUx0eOU1wAKltBQuushOtL/4Ylu3q6UfU8xeegkuvxxatbLLEU2YAGFN6k9SpVQoNKQyFHWmZSiUaoC2vA6fj4WwWJjwXaXhq8RTws58W/avfXz7oIevvDz7pOMbb9hiqY8+Wn348njgxhttaBs61C6mPXGihi+lVO3oHx1KqeAwBlbfDb/8DVLGwNFvQ1Srg3bLKs6iyF1EpDOSlNjgT6LavRtOOgl+/tn2el11FURXk/cyM+Hss+GLL2wA++c//V+OSCmlKtOkApgOQSrVQHhLYNklsHUedLsQRj5ja31VUHHIsWV0S2LCgzuJqqjIzvH6179sD9isWTZMRUQc+rhffoFTT7WV8f/1L7jmGv+WI1JKqUPRIUilVGAV74EvjrXha/A/4MgXDgpfpZ7SvUOO7eLaBTV8lZTY5YB69ICbb4bkZHC7ITGx+vC1cCGMGgWFhXZpoT/9ScOXUiowmlQAU0rVs5zV8OkRkL0KxrwJA247qChWdnE2aYVphDvC6ZDQAacjOBVLXS6YPRt69bJFUjt1skVSv/kG3nzT9mpVxeezi29PmQI9e9r5XqedVn1gU0opfzWpIUilVD3a8SF8Mw3C4+C4JZC8f01IYww783fuHXKMjQhOV5LHY6vY3303bNkCQ4bAfffZABUfb/PglClVH5+XBxdcAO++a5cWeughW+Fei6sqpQJJA5hSqm6Mgd8ehx/+BEmD7LJCMR3328XldZFWmAZA27i2hFVSfLWuvF47TPj3v8PGjTBwIDz7rA1biYn+BagNG2zP2G+/2R6wm26ChIOL9CulVJ01qQCmk/CVCjGfB1ZeDxuegg6nwOhXbQ9YBbklueSV5hHmCKNdfOAfHfT5YMECuOsuWLvWVrF/8kmYNg2Skqpfy7Hcxx/bYxwOuxTRmWdCZGT1xymlVG00qTlgOglfqRBy5cDik2346ncLHL1wv/BljGFH3g7ySvNoEd0i4OHLGHjnHVuTa+pUO+frP/+Br7+GK66wdb38CV/GwAMP2NIU7dvbocdp0zR8KaWCq0n1gCmlQqRgMyyeBPkb4Ihnocel+31cccixXXy7gA45GgMffQR33AE//ABdutgAdcEFdi1GZw3m9BcV2QW4582zAezRR+3TkjrfSykVbBrAlFI1k/Y1LD0NjA+O/QzajNvv47zSPHJLcnGKk3bx7ZAApRljbCHUO+6AZcvsmo333APTp0ObNhAeXrPzbdtmJ+avWmXnet1+O7RoEZCmKqVUtTSAKaX8t/kl+H4GxHaFse9DQq+9H5U/5egzPpKikoiPjA/YZZcsgb/+FZYuhbZt7Xyv6dPtkGFtSkMsWWLneJWUwDPPwPnnQ1RUwJqrlFLValJzwERksog8k5ubW99NUappMT746XZYdhGkHGXXdKwQvtxeNzvyd2AwtI1rG7DwtWwZHHccjB1rJ9jfeqsNYbfdBl271jx85ebaXrPUVIiLg7fftkFOw5dSKtSaVA+YMeY94L3hw4fPqO+2KNVkeIrguwvhjwXQ4zIY8RQ49o335Zfmk1OSg0MctI9vH5Ahx5Ur7VDjRx/ZYcGbb7Zztbp0qV1YWrcOnnjCPt1YUGC3XXedDWL+PiWplFKB1KQCmFIqwIp3wVenQNZKGPoQ9L1x7wx1Ywy78nfhNV4SIhNIjKr708c//2zrb/33v7Z213XXwYwZ0L07xNRwtSKfzwa4xx6DTz+1vWUnnQTnnmufmDzzTA1fSqn6owFMKVW57FXw1WRwZcMx70DHU/Z+5PF52F2wG4A2cW2IcNZtjZ61a+28rjfftEODM2fC5ZfbZYRiYmr2VGJuLjz/vO3x2rQJWreG66+3T0kOGKDDjUqphkEDmFLqYNv/C9+eBxEt4PhvoMXgvR8VuArILs4OyJDjxo02eL3+ug1Gl14KV15pi6mWLxvkr7Vr9w0zFhba+mD/+Y+tEZaSUvOnJJVSKpg0gCml9jEG1j0MP/4ZWg6Hsf+F6H0FVHfn78blc5EQmUBSVFKtL7Nli10y6OWXbTA6/3y46iro29cGL3+HBr1e+PBDO8z4+ef2XCefbCfWl0+012FGpVRDpAFMKWV5XbDiKtj0HHQ6E0a9CGF24pXX52VXwS6MMbSJbUNkWO3KxG/fbp9CfP55+37qVLj6aujf36656G8R1ZwcmDvXLjm0ebOtA3b99TbIlQ8zajFVpVRD1qQCmK4FqVQtlWbB0imQthgG/BUG/R3Edh0VugrJKs5CROiY0LFWQ467d8N998GcOXZy/Gmn2R6vgQPteo1hfv5J9Ouvtrfr5ZdtFfthw+ww41ln2WHG2tQEU0qp+tCkApiWoVCqFvJ+g68mQeFWGPUydDt/70d7CvZQ6i0lPiKeFtE1LxOfng7/+hfMmmWfPDzlFNvjddhhtryEP/OyvF744AO7TNCXX9qQdfLJcNFFMG6cHWasyfJDSinVEDSpAKaUqqE9i2zPlzhh/Je2yCr7Dzm2jm1NVFjNHh3MyoL777eT4ktKbGC66ioYPBiSk/3rqcrOtsOMTzxh54y1bQs33ADnnWeHLKOjdZhRKdV4aQBTqrna+CwsnwkJvWHsexDXHYAidxGZRZmICB0SOuAQ/2ex5+bCww/DI49Afj5MnGh7vIYOhVatINKPqWNr1thhxlde2TfMeMMNMGWKHWb05xxKKdXQaQBTqrnxeWHVX+zTjm0nwJj5EGGLqKYXplPsKSYmLIZWsa38PmVBgQ1dDz9sJ8iPHw/XXmuDV0qK7a06FK8X3n/fDjMuWmRD1kkn2WHGY46xT0b6O09MKaUaA/0jTanmxF1g63vteBd6XQ3DHgFHGD7jY2f+TowxpMSkEB1eTWIqU1QEjz8ODz4ImZl2zcZrr7W9Vq1bVz9MmJUFzz1nn2bcutUOM15/vR1m7NfPFmHVMhJKqaZIA5hSzUXhH7ayfe4vMOxx6HMNAMXuYjKKMmo05FhSAk89Zed5paXB6NF22aARI2yPV1zcoYPXL7/YYcZXX4XiYhg+fP9hRq1Wr5Rq6jSAKdUcZC63azp6CmHsB9B+IgAZhRkUeYqIDosmJTal2tO4XPDMM/DPf8LOnTBypB12HDXKBqdDVa/3euHdd23wWrzYDjOWP804Zow9VqvVK6WaCw1gSjV1296E7y6EqLZw7GeQNHDvkKPP+GgV04qY8EOvdO3x2CcS770X/vjDzu36xz9sz1dKii2iWtVQYVaWrf/11FOwbRu0a7fvacbevbVavVKqedIAplRTZQys+Qf8/FdoNRqOeRuiWlPiKSG9MN0OOcZ3wOmouoiW12uLnt59N/z+u63fdeedcPTRNnglJlZdg+vnn21v12uv2WHGESPgxhttEdbWrbVavVKqeWtSAUwr4StVxlsK/7sMtrwCXc+DI54FZxRZxVkUuAqIdEbSJq5NlYf7fHaB7L/9DTZssGs0zppl11dMTq66er3HY4cZH3kEli61Iav8acbRo21PmVarV0opEGNMfbch4IYPH25WrFhR381Qqn6UpMPS0yH9Gzjsbhj4V3yYvUOOydHJxEbEVnqoMfDWWzZ4/for9Ohhn0ocP94Gr5YtK5+nlZlphxmffNKu99i+PZx9th1m7NlTq9UrFWwistIYM7y+26H816R6wJRq9nJ/hcWToGQXHPUGdJlKqaeUtMI0gCqHHI2xPVd33mmHDrt2tZPrTzjBhq6qqtf/9JOt3TVvnn0ycuRIuPlmu+RQ69a2jIQOMyql1ME0gCnVVOz8BL6ZCs5oGP8VtBpJTkkOuSW5RDojaRvf9qBDjIGPPrLBa+VK6NjRlpY4+WQ7v6tVq4NLQng88M47Nnh9/bX9/OST4cIL4cgj7XFarV4ppQ5NA5hSTcFvT8HK6yBxAIx9DxPTiR152+2QY0wycRFxBx3y+edwxx2wbJktgHrffTBpkp3fVVn1+owMW4Ji1iw7zNihg51Uf+650L27VqtXSqma0D8ulWrMfB744Ub47XFoPwmOeg2XI5I9edsBaB/fnjDH/v+bL1kCf/2rnSSfkmLne512mu25Skk5eNjwxx9tb9frr0NpKRxxBPz5z3ZyfZs2Wq1eKaVqQwOYUo1BVhasWgWffWYTU2QkuHLhm2mw62PoeyMMeYBcVwE5hbuIcEbQNq4tUiFJffed7fH64gs7r+uOO+CMM+yTiQdWr3e74e23bfD69lvbG3bKKXD++bacRIsWWq1eKaXqQgOYUg2FMbBnj3388NdfYe3afd/37Nm33/DhcMLhdlmhvPUwcjamxwx25O/A6/PSMrol8ZHxe3dfscL2eH3yie3l+stf7BOKFYNXeQ9WejrMnm2HGXfutHPCbroJzjkHunXTavVKKRUoGsCUCjWfz5aTLw9YFcNWTs6+/RIToX9/O8O9f39bz2HHDhiVDJ8cAT43pH6MO+UYdlcYcgx32oS0apXt5Xr/fRuybrrJloWIi7OT6xMT9wWvH36wtbvmz7fDjKNGwf/9H0yYYIcZtVq9UkoFlgYwpYLF64XNmw/uzVq7FgoL9+2XkmID1rRp9nv//tCvn12z58AaDltegyUTIaYTjHufvMh2ZOfvxOlw0iG+AyLC6tVw1112CDEmxi6SfeGFtveqPHg5nXaY8c037TDjd9/ZYcbTTrPDjEOH2mFKrVavlFLBoQFMqbpyuWy5+IpB69df4bffbHdSuY4dbbC67DL7vTxotWpV9bk9RZC1AjKWQdpXsPNDSDkac/RCdrpK8RRn0yK6BQmRCaxfb4PXW2/ZYcIrroCLL7aBq2VLO28rLAzS0vYNM+7aBZ062Un1U6dCly5arV4ppUJBA5hS/ioqgvXrDx423LjR9naB7S7q1s2Gq4kT94Wsfv1ssjkUY6BgM2R8ZwNXxneQ8xOYsnNHtcVnwNfjCnaVFmMwtItvx9bNEVx9t31K0eGA6dNtxmvRwpaUKK9ev3LlvmFGl8suDXTHHXD88fvmgmm1eqWUCg0NYEodKDd331BhxbC1ZYsNSWC7knr2hAED4Mwz9w0d9u5tx/384S6ArOUVAtcyKE0HIJNY1kX3YX3sRNZ5IllfXMTa7RspcSXzedxgYkRwZ3Tkyj8Jr7xiT3fuuXD55bZDLT7eVq93OOww42OPwf/+Z5t2xhlwwQUwcKDdR6vVK6VU6GkAU81XRkblTxzu2LFvn8hI6NPHFr+6+OJ9Q4c9e9ZsnM4YyP9tX89WxjLcOT+z2WVY74J1jlaspwXrSuNZX5BJZkku8AMAEc4IuiZ1JS4yng3ZG/lwzY+se+MCXnzRzuOaOhWuusoGr9hY25uVmwv//Kcdaty9Gzp3tk8/nnWWHQlNStJq9UopVZ8afAATke7A7UCiMebM+m6PamSMsfUUKgas8tCVkbFvv9hYG6zGj99/Iny3brUbl3PlQub3kLGMzF1fsW7396wvzGe9G9a5w1jvjWBTieAp71Ejg5QYoXuL7kxoewQ9WvSgW1IPeib1oXtib4wrlvW/+Xh4/Uf836mTKC2E00+Ha6+1TylGR9u1F1evtkFrwQI7zDhmjJ0XNn78vp4xrVavlFL1L6h/FIvIXGASkGaMGVhh+0TgUcAJPGuM+VdV5zDGbAYuFZG3gtlW1cj5fLB1a+WlHfLy9u3XooUNV6efvq83q39/2y1U23E448Od/Qubt7zP+h1fsT7tZ9bl7bE9Wy7I9O3bNcIRTtekrnRv0YPxLbvTPak73RJ70bvFAKLcbdi6OZLNG8PY+L3w8e+2WsW2bXayvM1qUzj5ZLsEUIcOthMuKQk++MAOMy5fbrPkWWfZkhPlc/y1Wr1SSjUswf638AvAE8BL5RtExAk8CRwPbAeWi8i72DD2zwOOv8QYkxbkNqrGxOOBTZsO7s1atw6Ki/ft17atTR8XXLCvN6t/f9tNVIcJT5lFmazfvZx1Wz9h/a7vWZ+1gXX5mWxy+fBU2K91RAw9kjozodUAurXsS/fEHnRP6kNLX192boll88ZwNv/o4JvfYd42G7LS0/e/VsuW0LWrXeC6WzfIzobnn7e1ubp2tYHs+eftMGNamt12++02W7Zvr9XqlVKqIQtqADPGLBGRrgdsHglsLOvZQkReB041xvwT21tWKyJyOXA5QOfOnWt7GtVQlJbaMg4H9mb99pud+FSuc2cbrMaN23/osEWLWl/a7XXze87vrMtYx/r0tazbtYz16b+wPmc7Ge59ZSUiBHpGRtA7sT0ntuxN59bD6ZR8JC29g8jd2Y4tmyL4famTn38X3t9mO+hyc/e/Vtu2NjiNH2+/d+liy0J07Gh7snw+G7RE7JDisGE2jP3f/8HChfZWHHMM3HsvjB1rJ9UnJGi1eqWUaujqYzZIB+CPCu+3A0dUtbOIJAP3AUNF5LayoHYQY8wzwDMAw4cPN5XtUyuLF9v194480nYnOJ12LCcU35vDo2kFBbb36sA5Wps22fQB9n50727D1eTJ+3qz+va1tRNqKbMok/WZ61mfsd6Grcz1rEtfzabsLXjKSz8AbZzQJwJOj42ke1JPurQcREJkKgW5p7Flaxt+/8XJ2t8dfFIWsoqK9l3D4bBDhV272rUUu3a1mbFTp31DiBWJ2G3G2KL4GRm2d2vPHjuVbeFCW9s1NtYuD3TuudCrlx1m1Gr1SinVeNRHAKssVVQZmIwxmcCVwWtONa680tZ+qi8HBrNQhb9AfK9smzF2cUKXy97XrVv3/azh4baMw+DBNl2U92b17l3rsbTy3qz9QlbZ94yifZPwI8RBjwgnA8LcnJEEfSKETjHdiZPR7MhK5fuNo/n+114s2uZg2zbb/IrN7tTJhqvRo/f1YnXqZHu4wsP3Va/IzYXMTPu1fr39np5uA1Za2r6wdWBPWUVTpsBtt9lza7V6pZRqnOojgG0HOlV43xHYGYgTi8hkYHLPnj0DcTrrjTfgww/t36xOp+2V8XpD+z3Y1/B4gt8mc0DG7tbNPqI3Y8a+oNWjR63HzrKKs2ywyli/L2RlrGdj9kY8vn2zs1KiEugVHcvkWGFAbBh9wz30DYeWksymrNEs/30Ui34exRPLh5NftK+eV1SUDVY9e9rhwi5d7DBhp052tDMrywaptDT7feVK+PRT+7q8Fys9ff/R04rnTkmxvVhdu9q1tlNS9v8qLzHx7bd2jldKilarV0qpxkzMgX8xBvoCdg7Y++VPQYpIGPAbMB7YASwHzjXGrAnUNYcPH25WrFgRqNOpQDDGhrHiYvjoIzseV8NCVB6fh83Zm/frzVqfsZ51mev2781yRNAlqRM941Lo7nDSw1PEILOTYZF7SHKC2xvOLzuG8vXaI/n2t1Es23gkWzO6EBcndO1qs2HnzvtCT3i4nZKWnr4vUGVm2u/p6fs/ZFlOxPZOJSfvC1CtWtlnAFq3tq/Lw1V5aYiwMHut8HD72uncvzOx/Et7u5RSBxKRlcaY4fXdDuW/oAYwEZkHjANaAXuAu4wxz4nIScAj2Ccf5xpj7gvkdQMdwLZutT0X5X/5VfYXY1jY/n9Bln8d+P7AbepgWcVZBw8ZZqxnU/Ym3L59XUjJ0cn0aNGDDjHdaVHalvYFPnq7sxgSvoleST8SFVYCwPasDny3wQatNXtGke4ZSkKLaOLibC9S+QT3/Pz9A5bHc3DboqL2hanyr5QUG6oO/B4ZeXCoOnCEtvxLKaXqQgNY4xP0HrBQqjAEOWPDhg0BO+9vv9meEGP2deSUv67sq1z502sVHbit4l/CB/7FfGDQ8zfUNYZg5/F5+D3794NC1vrM9aQX7avHEO4Ip0tSVzpEdyfR24vw3N6Q1oO2OV46m9/olfQ/hnVZRudW9rmOUncEq/4Yxk87RrFm95H8tGMUO7I7Ulxse6ry8w9ui4itpZWcvH/PVHmQat3aFjtt08buVx6owsMrn/amvVRKqVDTANb4NKkAVi6QPWATJsA33+wbiqr4VT5sFBGxr6ej4vvKtlW2z4FfTue+v9wP3FbxHBXbcGCbIiMr76krfy8OH17jxm1KcftcuH2leIwLt8+Fy1e+bd9rl7f8u4tSTykub9lrb+lB20q8Jfs+L9tevl+Jp4TNWZtJK0zDY/Z1MSVHJ9MhpgctfL2ILOyF2dOX/N8HsGdtT5wFezi8yzKO7LmMUb2+Y2iXH4kMt7Pgt2Z0YdnGfUOJq7YOweWxQ5uRkXYYsGJvVXmgatvWBqp27ez3qKh9/02qCsRKKdVQaQBrfHRRkmp06GDLCgwbZv+y9njscJXHY4cly9+7XHY/t9t+udw+PKYswHhdNtyYfSEHZyk4XRBW9t1Zzbb9tle2rfLjJawUwvb/3DhLwVHJ+FodOQjHSThhRBIm4YRJBGGOCMIknHBHBOGOcIp9+ews3UnX0pOI2X4Khb/3I3dzf7J3J5PpE6LCixnWbSWjen3HkT3nM2rCd7RvsQuAYlcUyzeP4OnF17MufRS/5x+BiWpPSgq0GQBnpMLV7ex/s06d9q13WNlDmdpLpZRSqj41qQAWjKcgk8+8hq49lmKSE9kuXlw+F26fB5fPhcvnxuV14fa5ce997cLjc+/XuxMoTiJwSjhhRNiwYyJxEI7D2NdiwhFfBOKNBl8i4o0EbwTGFQGesteeCIwn0n53R2I8kfjcB76Ost9dkfg8EfjckfZzd9l7VyR4I/ees/zLh+ADKnnQr8IPUQq932fLb5PAG0G3lN85sdenjJ7wHaN7LeOwTqsId9p7l1bUne0lx7Iu70hcCaOI7zGILqnhDIyvek6VUkop1RjoEGQ1jn44nq8LCugRBm3CbPXzSNn/ewQVXlfcLkIYQoQ4iBAIx0G4OAjHQRiOshhlX4cZJ04chOEk3Dhx+JyE48RhwnD6HDh8Toxx4vE58XodeH1OvF4nXp8Dj8+Bx+vE53PgMw58Pvu5z9j3e18fsN2f/RD7ZXAiUv7eCeJAyrYj+/YDJ4Z9x1D22lf2Oi3Ny5C2i+jUNofh3ZcT67ArTfkcMXgSRuJtOQpaHYmz9ZGEx7fWXiqllPKDDkE2Pk2qBywYLtl1Jdf1eojd/7uMNduG4XR4cYhv75fT4cXhqPBafDgcPkS8eB0+jPjwOby4yrZX3M/p9BHu9BIW5iPM4SMszEuY04fT4SM8zIuz7HWY01v23Z4jzOHFGV52TNn1nQ7PvvM69m+LbWuFdju8CPu2i9i+Kwf7XoMPwQum7L3xAr6y93UP7d6IdjjaT4QUG7gciQOJcOivo1JKqeZB/8arxvL8e9nz3JG4UybRc1AkERF2+CsigipfR0bar/LX0dEHv6444Rv2n5N04NOM1b2u7LOgMgaMDWkYG9Ls176Qtvf9gft5iiHre5xdzgFnzeqAKaWUUk1FkxqCDEYZitJSePddOOmk/Zd8aSzlHpRSSjV9OgTZ+DSpAFZOK+ErpZRqTjSANT763JhSSimlVIhpAFNKKaWUCrEmFcBEZLKIPJObm1vfTVFKKaWUqlKTCmDGmPeMMZcnJibWd1OUUkopparUpAKYUkoppVRjoAFMKaWUUirENIAppZRSSoWYBjCllFJKqRBrUgFMn4JUSimlVGPQpAKYPgWplFJKqcagSQUwpZRSSqnGQAOYUkoppVSINcnFuEUkHdhayUeJwIETxPzZduD7VkBGHZt5KJW1KZDHVbdfVZ/7u72p37/q9q3pZ/o76P/nev/82y/Yv4PBvn9VtSmQxzW138EuxpiUAJ5PBZsxptl8Ac/UZlsl71eEup2BPK66/ar63N/tTf3+VbdvTT/T38G6/Q7q/Qv972Cw719DvoeN5XdQvxr+V3Mbgnyvltsq2yeYans9f4+rbr+qPvd3e1O/f9XtW9PP9HfQ/8/1/vm3n/4O1n2/xv47qBq4JjkEGWwissIYM7y+29FY6f2rO72HdaP3r270/tWd3kPV3HrAAuWZ+m5AI6f3r+70HtaN3r+60ftXd3oPmzntAVNKKaWUCjHtAVNKKaWUCjENYEoppZRSIaYBTCmllFIqxDSA1ZGIdBeR50TkrfpuS2MlIqeJyBwR+a+ITKjv9jQ2ItJPRJ4WkbdEZGZ9t6exEpFYEVkpIpPquy2NjYiME5GlZb+H4+q7PY2NiDhE5D4ReVxELqrv9qjQ0ABWCRGZKyJpIrL6gO0TRWS9iGwUkVsBjDGbjTGX1k9LG64a3sN3jDEzgOnA2fXQ3AanhvdvrTHmSmAqoI+1l6nJPSzzF2B+aFvZcNXw/hmgAIgCtoe6rQ1RDe/fqUAHwI3ev2ZDA1jlXgAmVtwgIk7gSeBEoD9wjoj0D33TGo0XqPk9/GvZ56qG909ETgG+Br4IbTMbtBfw8x6KyHHAr8CeUDeyAXsB/38HlxpjTsSG2L+HuJ0N1Qv4f//6AN8ZY24EtBe7mdAAVgljzBIg64DNI4GNZT1eLuB17L9aVCVqcg/Fuh/4yBjzQ6jb2hDV9HfQGPOuMWY0cF5oW9pw1fAepgJHAucCM0Sk2f/ZWJP7Z4zxlX2eDUSGsJkNVg1//7Zj7x2AN3StVPUprL4b0Ih0AP6o8H47cISIJAP3AUNF5DZjzD/rpXWNQ6X3ELgWOA5IFJGexpin66NxjUBVv4PjgDOwf/F9GPpmNSqV3kNjzDUAIjIdyKgQKNT+qvodPAM4AUgCnqiHdjUWVf0Z+CjwuIgcDSypj4ap0NMA5j+pZJsxxmQCV4a6MY1UVffwMeCxUDemEarq/i0GFoe2KY1Wpfdw7wtjXghdUxqlqn4HFwILQ92YRqiq+1cE6FziZqbZd7PXwHagU4X3HYGd9dSWxkrvYd3o/as7vYd1o/evbvT+qb00gPlvOdBLRLqJSAQwDXi3ntvU2Og9rBu9f3Wn97Bu9P7Vjd4/tZcGsEqIyDzgO6CPiGwXkUuNMR7gGuATYC0w3xizpj7b2ZDpPawbvX91p/ewbvT+1Y3eP1UdXYxbKaWUUirEtAdMKaWUUirENIAppZRSSoWYBjCllFJKqRDTAKaUUkopFWIawJRSSimlQkwDmFJKKaVUiGkAU6oJE5HFIjI8BNe5TkTWisirfu7fVURWB7tdVVw7SUSuqo9rK6VUOQ1gSqlKiUhN1oq9CjjJGHNesNoTQEnY9iqlVL3RAKZUPSvrDVorInNEZI2IfCoi0WWf7e3BEpFWIrKl7PV0EXlHRN4Tkd9F5BoRuVFEfhSRZSLSssIlzheRb0VktYiMLDs+VkTmisjysmNOrXDeN0XkPeDTStp6Y9l5VovIDWXbnga6A++KyJ8O2N8pIg+WXednEbmiknNWuo+IjBORr0Rkvoj8JiL/EpHzROR7EflFRHqU7ZciIgvKjl8uIkeVbf9b2c+4WEQ2i8h1ZZf8F9BDRFaVXbediCwpe79aRI6u3X9JpZTyX03+hauUCp5ewDnGmBkiMh+YArxSzTEDgaFAFLAR+IsxZqiI/Ae4EHikbL9YY8xoETkGmFt23O3Al8aYS0QkCfheRD4v238UMMgYk1XxYiIyDLgYOAIQ4H8i8pUx5koRmQikGmMyDmjjpUCuMWaEiEQC34jIp4DxYx+AwUA/IAvYDDxrjBkpItcD1wI3AI8C/zHGfC0inbHLvPQrO74vkArEA+tFZBZwKzDQGDOk7Oe6CfjEGHOfiDiBmGruu1JK1ZkGMKUaht+NMavKXq8EuvpxzCJjTD6QLyK5wHtl238BBlXYbx6AMWaJiCSUBa4JwCkicnPZPlFA57LXnx0YvsqMAd42xhQCiMhC4Gjgx0O0cQIwSETOLHufiA2bv/mxjwtYbozZVXa9TezrlfsFG6wAjgP6i0j5+RJEJL7s9QfGmFKgVETSgDaVtHE5MFdEwoF3Kvx3UEqpoNEAplTDUFrhtReILnvtYd9UgahDHOOr8N7H/v9vH7jgq8H2YE0xxqyv+IGIHAEUVtFGqWL7oQhwrTHmkwOu09WPfcbh38/oAEYZY4oPOB4Ovq8H/ZlXFkyPAU4GXhaRB40xL/nxsymlVK3pHDClGrYtwLCy12ceYr9DORtARMZgh/pyscN010pZShGRoX6cZwlwmojEiEgscDqwtJpjPgFmlvUuISK9y46t6T6H8ilwTfkbERlSzf752CHJ8v27AGnGmDnAc8DhNbi2UkrVivaAKdWwPQTMF5ELgC9reY5sEfkWSAAuKdt2D3aO2M9lIWwLMOlQJzHG/CAiLwDfl2161hhzqOFHgGexw6k/lF0nHTitFvscynXAkyLyM/bPtCXAlYf4OTJF5BuxZTA+AlYDt4iIGyjAzp9TSqmgEmMOHJ1QSimllFLBpEOQSimllFIhpgFMKaWUUirENIAppZRSSoWYBjCllFJKqRDTAKaUUkopFWIawJRSSimlQkwDmFJKKaVUiGkAU0oppZQKsf8HUieeE244BGUAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] @@ -700,7 +640,7 @@ }, { "cell_type": "code", - "execution_count": 324, + "execution_count": 375, "id": "414f59c1-764e-418c-9453-84603ddf966d", "metadata": {}, "outputs": [], @@ -710,7 +650,7 @@ }, { "cell_type": "code", - "execution_count": 328, + "execution_count": 376, "id": "057f49d2-da26-44ea-8cb6-decb7a93a4d9", "metadata": {}, "outputs": [ @@ -796,29 +736,29 @@ "id": "5d95d2bb-72d9-479c-a070-ac1cb969066b", "metadata": {}, "source": [ - "## GPUs" + "### GPUs" ] }, { "cell_type": "code", - "execution_count": 329, + "execution_count": 377, "id": "bf22d01c-1ac6-4916-b768-8f742abebedb", "metadata": {}, "outputs": [], "source": [ - "gpu = events2df(read_events(\"gpu.log\"))\n", + "gpu = events2df(read_events(\"gpu/gpu.log\"))\n", "gpu_total = extract_total_times(gpu)" ] }, { "cell_type": "code", - "execution_count": 330, + "execution_count": 379, "id": "a7970c8e-35aa-458e-9f94-676b2a0dd851", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -830,12 +770,12 @@ } ], "source": [ - "plot_all(gpu_total)" + "plot_all(gpu_total, color_by_suite=False)" ] }, { "cell_type": "code", - "execution_count": 331, + "execution_count": 380, "id": "89466698-fc1c-4a3f-ba6a-1a2d2f8abedb", "metadata": {}, "outputs": [], @@ -845,7 +785,7 @@ }, { "cell_type": "code", - "execution_count": 332, + "execution_count": 381, "id": "6e6dfe05-5787-4829-ad8a-c347a4be11eb", "metadata": {}, "outputs": [ @@ -931,30 +871,17 @@ "id": "cb7fe00c-b659-4c57-8bf0-5880cab3675b", "metadata": {}, "source": [ - "## Linux" + "### Linux" ] }, { "cell_type": "code", - "execution_count": 131, + "execution_count": 382, "id": "f1b0161f-ba1b-45b4-a33c-a0312404e8e1", "metadata": { "tags": [] }, - "outputs": [ - { - "ename": "UnboundLocalError", - "evalue": "local variable 'versions' referenced before assignment", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mUnboundLocalError\u001b[0m Traceback (most recent call last)", - "Input \u001b[0;32mIn [131]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m events \u001b[38;5;241m=\u001b[39m []\n\u001b[1;32m 2\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m fname \u001b[38;5;129;01min\u001b[39;00m glob\u001b[38;5;241m.\u001b[39mglob(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mlinux/linux.*.log\u001b[39m\u001b[38;5;124m\"\u001b[39m):\n\u001b[0;32m----> 3\u001b[0m events\u001b[38;5;241m.\u001b[39mextend(\u001b[43mread_events\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfname\u001b[49m\u001b[43m)\u001b[49m)\n\u001b[1;32m 5\u001b[0m linux \u001b[38;5;241m=\u001b[39m events2df(events)\n\u001b[1;32m 6\u001b[0m linux_total \u001b[38;5;241m=\u001b[39m extract_total_times(linux)\n", - "Input \u001b[0;32mIn [2]\u001b[0m, in \u001b[0;36mread_events\u001b[0;34m(fname)\u001b[0m\n\u001b[1;32m 34\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m state[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mstate\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mEND\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n\u001b[1;32m 35\u001b[0m state[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124muuid\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mnan\n\u001b[0;32m---> 36\u001b[0m state\u001b[38;5;241m.\u001b[39mupdate(\u001b[43mversions\u001b[49m)\n\u001b[1;32m 37\u001b[0m events\u001b[38;5;241m.\u001b[39mappend(state\u001b[38;5;241m.\u001b[39mcopy())\n\u001b[1;32m 38\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m (level, function) \u001b[38;5;241m==\u001b[39m (\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mDEBUG\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m_setConvergence\u001b[39m\u001b[38;5;124m\"\u001b[39m):\n", - "\u001b[0;31mUnboundLocalError\u001b[0m: local variable 'versions' referenced before assignment" - ] - } - ], + "outputs": [], "source": [ "events = []\n", "for fname in glob.glob(\"linux/linux.*.log\"):\n", @@ -964,6 +891,88 @@ "linux_total = extract_total_times(linux)" ] }, + { + "cell_type": "code", + "execution_count": 383, + "id": "4aa3c701-f191-45d5-ad9f-d78f3e66592b", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plot_all(linux_total)" + ] + }, + { + "cell_type": "code", + "execution_count": 384, + "id": "c287ed7a-4206-43d0-8871-eeca7f23377f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plot_by_solver(linux_total)" + ] + }, { "cell_type": "code", "execution_count": 261, @@ -1837,40 +1846,57 @@ }, { "cell_type": "markdown", - "id": "cdaf219f-2b38-463f-9f84-19a6095294b3", + "id": "6d485c50-c630-4692-8724-509992f50ced", "metadata": { + "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ - "## harmonic" + "#### arithmetic" ] }, { "cell_type": "code", - "execution_count": 132, - "id": "20f5ef81-590d-4315-86bd-af05735675ce", + "execution_count": 391, + "id": "cecb2f32-d736-4652-936b-53c277884a20", "metadata": { "tags": [] }, "outputs": [], "source": [ "events = []\n", - "for fname in glob.glob(\"../../../../solvers_and_timings/constant_diffusion/solver.*.log\"):\n", + "# for fname in glob.glob(\"../../../../solvers_and_timings/harmonic/solver.*.log\"):\n", + "# events.extend(read_events(fname))\n", + "# for fname in glob.glob(\"../../../../solvers_and_timings/harmonic_right/solver.*.log\"):\n", + "# events.extend(read_events(fname))\n", + "# for fname in glob.glob(\"../../../../solvers_and_timings/constant_diffusion/solver.*.log\"):\n", + "# events.extend(read_events(fname))\n", + "for fname in glob.glob(\"../../../../solvers_and_timings/arithmetic_diffusion/solver.*.log\"):\n", " events.extend(read_events(fname))\n", "\n", - "constant = events2df(events)\n", - "constant_total = extract_total_times(constant)" + "arithmetic = events2df(events)\n", + "arithmetic_total = extract_total_times(arithmetic)" ] }, { "cell_type": "code", - "execution_count": 133, - "id": "07355364-a416-417c-809d-4a9a2386dc28", + "execution_count": 392, + "id": "386076b9-74e2-4fea-a330-a50b4e73a11b", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "text/plain": [ + "(10.0, 1000000.0)" + ] + }, + "execution_count": 392, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", "text/plain": [ "
" ] @@ -1882,35 +1908,26 @@ } ], "source": [ - "plot_all(constant_total)" - ] - }, - { - "cell_type": "code", - "execution_count": 56, - "id": "354afc3d-5c23-4bc6-a4b0-226e2f23ff0b", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "events = []\n", - "for fname in glob.glob(\"../../../../solvers_and_timings/harmonic/solver.*.log\"):\n", - " events.extend(read_events(fname))\n", + "trilinos = arithmetic_total[\"package.solver\"] == \"no-pysparse\"\n", + "petsc = arithmetic_total[\"package.solver\"] == \"petsc\"\n", + "scipy = arithmetic_total[\"package.solver\"] == \"scipy\"\n", + "pysparse = arithmetic_total[\"package.solver\"] == \"pysparse\"\n", "\n", - "harmonic = events2df(events)\n", - "harmonic_total = extract_total_times(harmonic)" + "# plot_all(harmonic_total[pysparse | scipy])\n", + "plot_all(arithmetic_total)\n", + "plt.ylim(bottom=1e-1, top=1e4)\n", + "plt.xlim(left=1e1, right=1e6)" ] }, { "cell_type": "code", - "execution_count": 57, - "id": "af8e380b-c3c6-4dfe-8b4d-69450fdc71bd", + "execution_count": 393, + "id": "27fe520d-1363-456e-857c-a2726e753b2a", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -1922,7 +1939,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -1931,55 +1948,22 @@ "needs_background": "light" }, "output_type": "display_data" - } - ], - "source": [ - "plot_all(harmonic_total)\n", - "plot_all(constant_total)" - ] - }, - { - "cell_type": "code", - "execution_count": 135, - "id": "cecb2f32-d736-4652-936b-53c277884a20", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "events = []\n", - "# for fname in glob.glob(\"../../../../solvers_and_timings/harmonic/solver.*.log\"):\n", - "# events.extend(read_events(fname))\n", - "# for fname in glob.glob(\"../../../../solvers_and_timings/harmonic_right/solver.*.log\"):\n", - "# events.extend(read_events(fname))\n", - "# for fname in glob.glob(\"../../../../solvers_and_timings/constant_diffusion/solver.*.log\"):\n", - "# events.extend(read_events(fname))\n", - "for fname in glob.glob(\"../../../../solvers_and_timings/arithmetic_diffusion/solver.*.log\"):\n", - " events.extend(read_events(fname))\n", - "\n", - "harmonic = events2df(events)\n", - "harmonic_total = extract_total_times(harmonic)" - ] - }, - { - "cell_type": "code", - "execution_count": 136, - "id": "386076b9-74e2-4fea-a330-a50b4e73a11b", - "metadata": {}, - "outputs": [ + }, { "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAmAAAAGHCAYAAAAXwu53AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAB1pUlEQVR4nO3dd3yN1x/A8c/JICJBEHsktpghRVGjSilKG6uooqWqrapqtdU9dVItLRrUz161StUsHWrV3nuvbLJzz++PJypI5N7kjtyb7/v1yis3z32ec773acrXOef5HqW1RgghhBBC2I+bowMQQgghhMhrJAETQgghhLAzScCEEEIIIexMEjAhhBBCCDuTBEwIIYQQws4kARNCCCGEsDNJwIRwMkqpB5RShx0dhz0ppbRSqoqj4xBCCGuRBEyIXEwpdUop9VD6Y1rrzVrr6g6Kp79S6o8Mjr+nlJqZwfH/EielVC2l1G9KqUilVJRSaodS6hF7xC2EELmNJGBCCLMopTxy2MRyYA1QEigBDANichpXdlnh8wghRLZJAiaEk1FKtVJKnUv38yml1Eil1B6lVLRSap5Syivd+52UUrvSRp3+UkrVTffe60qp40qpWKXUAaXUY+ne66+U+lMpNVYpFQG8l4OYiwOBwBStdVLa159a6z/SnTNIKXVMKRWhlFqmlCqTQTtNlFKXlFLu6Y49ppTak/baLd1nCldKzVdKFU17LyBtRO5ppdQZYH12P48QQuSUJGBCuIYeQHuMJKcu0B9AKdUAmAo8CxQDJgHLlFL50647DjwAFAbeB2YqpUqna7cxcAJjxOrjHMQXDhxLa7+rUqpk+jeVUg8Cn6Z9jtLAaWDunY1orbcAN4AH0x3uDcxOez0M6Aq0BMoAkcCEO5ppCdQEHs7B5xFCiByRBEwI1zBea31Bax2BMdVXP+34IGCS1vofrXWq1vonIBFoAqC1XpB2nUlrPQ84CjRK1+4FrfW3WusUrXV8doPTxqazrYFTwFfARaXUJqVU1bRT+gBTtdY7tdaJwBvA/UqpgAyamwM8AaCU8gUeSTsGRqI5Wmt9Lq2d94Bud0w3vqe1vpGTzyOEEDklCZgQruFSutdxgE/a64rAK2nTj1FKqSigPMboEEqpfummJ6OA2kDxdG2dNbP/FMAz/QGl1M2fkwHSkqIXtNaV0+K6AcxIO6cMxqgXaedexxg1K5tBX7OBx9NG8R4Hdmqtb15bEfg53ec5CKRirDuz9DMJIYTNSAImhGs7C3ystS6S7stbaz1HKVURmAK8ABTTWhcB9gEq3fXazH7OAAF3HAvESH7O33my1vosxtRg7bRDFzCSJwCUUgUxpkwzuvYARrLWgdunH29+3g53fF4vrXX6dsz9TEIIYTOSgAmR+3kqpbxufgGWPL03BRiilGqsDAWVUh3Tpu4KYiQjVwGUUgO4lRDdi0ofT1pMvwLVlVJPKqU80xa+fwIs1FqnKKX8lFLvK6WqpC2ULw4MBLaktTkbGKCUqp82svUJ8I/W+lQmMczGWO/VAliQ7vgPwMdpySVKKX+lVBcz75UQQtiNJGBC5H4rgfh0X++Ze6HWejvGOrDvMBakHyNtgX7aSNJXwN/AZaAO8KcZzTa9I554IAJjLdazwBWMkbRo4Lm0a5IwRsjWYpSe2IexFu1mLOuAt4FFwEWgMtDrHjHMAVoB67XW19Id/wZYBvymlIrFSPAam/GZhBDCrpSxNlYIIYQQQtiLjIAJIYQQQtiZJGBCCCGEEHYmCZgQQgghhJ1JAiaEEEIIYWeSgAkhhBBC2Jkl9YScRvHixXVAQICjwxBCCCHsYseOHde01v6OjkOYzyUTsICAALZv3+7oMIQQQgi7UEqdzvoskZvIFKQQQgghhJ1JAiaEEEIIYWeSgAkhhBBC2JlLrgETQggh8rodO3aU8PDw+BGojQy42JsJ2JeSkvJMw4YNr2R0giRgQgghhAvy8PD4sVSpUjX9/f0j3dzcZONnOzKZTOrq1atBly5d+hF4NKNzJCMWQgghXFNtf3//GEm+7M/NzU37+/tHY4w+ZnyOHeOxOaVUZ6XU5OjoaEeHIoQQQjiamyRfjpN27zPNs1wqAdNaL9daDy5cuLCjQxFCCCGEyJRLJWBCCCGEENaSkpJis7YlARNCCCGETRw+fDhfpUqVavXq1atilSpVajVr1qzq9evX1V9//VWgXr16NapVqxbUtm3bylevXnXP6Hpvb+/gQYMGlQsKCqp5//33V7tw4YLH/v378wcFBdW8ec7evXvz16pVqybA0KFDy1auXLlWtWrVggYPHlwOIDQ0NKB3794VGjZsWD0gIKD2nDlzCt+MrWHDhtWDgoJqBgUF1VyzZk1BgBUrVvg2bty4WufOnQOrV69eKyYmxq1Vq1ZVqlevHlS1atVaU6ZM8QPYvHmz93333Ve9Vq1aNZs3b1719OnTnpbcG3kKUgghhHB1AweWZ98+b6u2Wbt2HFOnns3qtDNnznjNnDnzRNOmTU8/8sgjlWbMmOE3bty4UmPHjj3TsWPH68OHDy8zatSoMlMzaCs+Pt6tQYMGcVOmTDk3cuTI0q+//nqZGTNmnPH19U3966+/CjRt2jR+0qRJxXv37h1++fJl95UrV/qdOHFin5ubG9euXfsvqTt79mz+rVu3Hj5w4ED+hx56qHqXLl32lilTJmXz5s1HvL299d69e/M/8cQTlfbt23cQYM+ePQX//fff/TVq1EiaPn16kVKlSiVv3LjxGEB4eLh7YmKiGjZsWIVffvnlWJkyZVKmTJniN3LkyLILFiw4Ze7tkxEwIYQQ5ouNhUuXHB2FU4uLc3QE9lW2bNnEpk2bxgMEBwfHHT9+PH9sbKx7x44drwMMGjQofMuWLT4ZXevm5sYzzzwTATBw4MDwrVu3+gD079//2pQpU4qnpKSwdOlSv6effjq8aNGiqfnz5zf16tWr4k8//VTEx8fHdLOd0NDQCHd3d+rUqZNYvnz5xF27dnklJSWp3r17B1SrVi2oe/fulY8fP+518/y6deveqFGjRhJAgwYN4jdv3lzoueeeK/vrr7/6FCtWLHXPnj35jx49WuDBBx+sVqNGjaAvvvii9IULF2QETAghhI38+COMHAn790ONGo6OxunEx0NICNStCz/9BPnz26ljM0aqbCVfvnz/PYnp7u6uo6KiMkxUUlJSqF27dhBA+/bto8aNG3fhznOUUgA89dRTkZ999lmZuXPnxtapUyeuVKlSqQC7du06uGzZskJz5871+/7770ts2bLlSPrr0rfz8ccflyxRokTyokWLTppMJgoUKNDw5vve3t7/JW9169ZN3Llz54FFixYVHj16dNm1a9fG9OjRI6pKlSrxu3btOpTd+yIjYEIIIcw3fjyYTEYCJiz26qtw8CDMnw8rVjg6GscoXLhwaqFChVJ//fVXH4CwsLBi999//3UPDw8OHTp04NChQwduJl8mk4lp06b5AUyfPr1Yo0aNYgG8vb11y5Yto0eMGFGhf//+1wCio6PdIiIi3Hv27Bn9ww8/nD148OB/U66LFy/2S01NZf/+/fnPnj2bv169egnR0dHupUuXTnZ3d2fixInFUlNTM4z31KlTnr6+vqahQ4dGDB8+/PKuXbu869atmxAREeGxdu3aggCJiYlq+/btXhk2kAkZARNCCGGef/+FU6fg6aehUydHR+N0VqyACRNg2DBNixYqT9/CadOmnXzuuecqDhs2zK1ChQqJc+bMOZXReQUKFDDt37+/QK1atUr5+vqmLl68+MTN9/r16xexatUqv8cffzwGICoqyr1Tp05VEhMTFcBHH33036hflSpVEhs1alQ9PDzcc9y4cae9vb318OHDr4SGhlZesmSJX/PmzWMLFChgujsC2LFjR4E33nijnJubGx4eHnrixImnvby89Ny5c48PGzasQmxsrHtqaqp67rnnLoeEhCSYew+U1q5Xoy0kJERv377d0WEIIYRreeEFYwry4kXw83N0NE7l0iVj2rF82SS2ft0d90JVoP4n4G6dOUil1A6tdUj6Y7t37z5Vr169a1bpwEG8vb2D4+Li/s3ovXfeeadkdHS0+zfffHPXVGV6oaGhAZ06dYoeMGBApG2izNzu3buL16tXLyCj92QETAghRNbi42HWLAgNleTLQlrDgAEQdyOFDR/1wf3iMriowL8pVAh1dHhOqW3btpVPnz6d//fffz/i6FiySxIwIYQQWfv5Z4iKMqYfhUW++w5WrzZxcOoACkUvhPqfg08lKJuH5yDNlNno15o1a46b28aiRYtOWS0gK3KpBEwp1RnoXKVKFUeHIoQQriUsDAIDoVUrR0fiVPbuhVdf1ax87zmq55sJdT+CoFcdHZbIBVzqKUjZC1IIIWzgxAlYvx4GDgQ3l/prw6YSEqB3b834/i/TvspkqPUm1B7t6LBELiH/JwkhhLi3adOMxKt/f0dH4lRGjYJeNd9icItvoPpLxuiXEGkkARNCCJG51FSYPh0efhjKlXN0NE5j1SrwOf0xo7t+AlUGQ4OxcEcxUJG3SQImhBAic7/9BufOyeJ7C1y5An9PG8vHPd4itcKTcN/3knyZafz48cVOnTpl0ZY+zkoSMCGEEJkLCwN/f+jc2dGROAWtYcGnP/BB1xFEF+6Ge9OpoOSvWnPNnDmz+JkzZyQBE0IIkYddvQrLlsGTT0K+fI6Oxims//Ennr/vOU4mdaRw+1ng5lLFBix2+PDhfIGBgbUef/zxgGrVqgW1b9++UmxsrNvmzZu977vvvuq1atWq2bx586qnT5/2nDZtmt++ffu8+/XrV6lGjRpB169fV0OHDi1buXLlWtWqVQsaPHhwOYCzZ896tG3btnL16tWDqlevHrRmzZqCjv6c2ZG3fzOEEEJk7n//g+RkmX4009k/59OqwEB2XnyI4JcWgnvuSVoHDqT8vn14Z32m+WrXJm7qVLLc5PvUqVNekyZNOtWuXbsb3bt3D/j888/9V6xY4ffLL78cK1OmTMqUKVP8Ro4cWXbBggWnvv/++xJffvnl2RYtWsRdvnzZfeXKlX4nTpzY5+bmxrVr19wBhgwZUuGBBx6Ifeedd46npKQQHR3tbs3PZS+SgAkhhLib1sb0Y5MmEBTk6GhyveSTyyl1og/bTjUl8OklKA+L9mV2aaVKlUpq167dDYAnn3wyfMyYMaWPHj1a4MEHH6wGxobb/v7+yXdeV7Ro0dT8+fObevXqVbFjx47RPXv2jAb466+/fBcuXHgSwMPDg2LFimW8i3YuJwmYEEKIu/3zDxw4AFOmODqS3O/iGtSf3dh5Kpjo4F8oWSb3zYiZM1JlK+qOBxAKFiyYWqVKlfhdu3Ydutd1np6e7Nq16+CyZcsKzZ071+/7778vsWXLFqfdeuhOsgZMCCHE3cLCwNsbevRwdCS525VNpG7owv6zNVgY/isPdyrk6IhynYsXL+Zbu3ZtQYDZs2cXbdSo0Y2IiAiPm8cSExPV9u3bvQB8fHxSb04pRkdHu0VERLj37Nkz+ocffjh78OBBb4BmzZrFfvHFF/4AKSkpREREOGUu45RBCyGEsKHr12HuXCP5KiQJRaau/YNpQ0dOXK7IC4vX8P6nRR0dUa5UqVKlhKlTpxarVq1aUGRkpMfrr79+Ze7cucdff/31ctWrVw+qVatW0O+//+4D0K9fv2svvvhixRo1agRFRUW5t2/fvmq1atWCHnjggeofffTRWYDvv//+zO+//+5brVq1oNq1awft3LmzgGM/YfbIFKQQQojbLVhgJGGy+D5zkbvQG9pzOaokbcesY+lvJSjglGmA7bm5uTF79uwz6Y81bdo0fvv27YfvPLd///5R/fv3j7r58969ew/eeU758uVT1q1bZ/Zm3LmVjIAJIYS4XVgYVK8OzZo5OpLcKfoArG/L9URfmry1jpdeL0O9eo4OSjgbScCEEELccugQ/PmnsfG2VG+/W+wxWP8QKakeNH1rHTUaVOSllxwdVO5VvXr1pKNHj+53dBy5kUxBCiGEuGXqVHB3h379HB1J7nPjNKxrg05Npufk37l0oyq/TTf2KRfCUpKACSGEMCQnw4wZ0KkTlCrl6Ghyl7gLsK4NJMfwzb71LF4XxNKlULq0owMTzkoSMCGEEIaVK+HyZVl8f6eEK7C+DSRcZluhtbz8QTBDhsCjjzo6MOHMcn0CppSqCbwEFAfWaa2/d3BIQgjhmsLCjCGdDh0cHUnukRgB69vBjdNEN1hF11aNqVEDvvrK0YEJZ+eQmWul1FSl1BWl1L47jrdXSh1WSh1TSr0OoLU+qLUeAvQAQhwRrxBCuLyLF40RsKeeAo9c/29z+0iOgY0dIOYg+oElDBjVkqtXYfZso0atsJ5NmzZ59+/fv7yj47AnRy0dnA60T39AKeUOTAA6AEHAE0qpoLT3HgX+ANbZN0whhMgjfvoJUlONpx8FpNyAjZ0gYic0X0jYynb8/DN88gkEBzs6ONfTokWLuOnTpztsuyRHcEgCprXeBETccbgRcExrfUJrnQTMBbqknb9Ma90U6JNZm0qpwUqp7Uqp7VevXrVV6EII4Xq0Np5+bNECqlZ1dDSOl5oAm7rCtT+h6SyOxHXmpZegTRsYMcLRwTmXmJgYt1atWlWpXr16UNWqVWtNmTLF7/fff/cODg6uUb169aA6derUjIyMdFuxYoVv69atqwCMGDGiTNeuXQObNGlSrWLFirW/+uqr4gBdu3YNnDlzZpGbbT/66KOBs2bNKuygj5ZjuWmcuSzctlnoOaCxUqoV8DiQH1iZ2cVa68nAZICQkBBtsyiFEMLVbN4MR4/CW285OhLHS02Czd3h0lpoMp2k0j3o3RS8vIxBQmctOTFw6cDy+67ss+rEae0SteOmdpl6z1GrxYsXFypVqlTyxo0bjwGEh4e716tXL2jWrFnHW7ZsGRcREeHm4+NjuvO6gwcPFtixY8fB2NhY9+Dg4KDQ0NDoQYMGXR07dmzJvn37RoWHh7vv2LHDZ9GiRSet+ZnsKTf9KmVU8U9rrTdqrYdprZ/VWk+we1RCCOHqwsKMPR+7dXN0JI5lSoG/+8KFFXDf91DpKd59F3bsgB9/hLJlHR2g82nQoEH85s2bCz333HNlf/31V5/jx4/nK1GiRHLLli3jAIoWLWry9PS867oOHTpE+fj46NKlS6fcf//9MZs3by7YsWPH66dPn/Y6f/68R1hYWNGOHTtGZnSts8hNI2DngPQL8MoBFxwUixBC5A3R0cbej/365e2V5doEWwbCmQUQ/BVUHcKGDfDZZzBoEDz2mKMDzJmsRqpspW7duok7d+48sGjRosKjR48u27p16xilVJazVOqOXRhu/tyjR4/wH3/8seiiRYuKTp069ZRNgraT3DQCtg2oqpQKVErlA3oByyxpQCnVWSk1OTo62iYBCiGEy5k7F+Lj83btL61h21A49T+o+yHUHEFEBDz5pLEkbuxYRwfovE6dOuXp6+trGjp0aMTw4cMvb9u2reDly5fz/f77794AkZGRbsnJyXddt2rVqiJxcXHq0qVL7lu2bPFt3rz5DYAhQ4ZcmzRpUkmAkJCQBLt+GCtzyAiYUmoO0AoorpQ6B7yrtQ5TSr0ArAbcgalaa4v2j9JaLweWh4SEDLJ2zEII4ZLCwqBOHQjJo1V+tIadI+DYJAh6A2qNRmt49lmjJu2WLVCwoKODdF47duwo8MYbb5Rzc3PDw8NDT5w48bTWmmHDhlVISEhw8/LyMm3atOnIndcFBwffaNOmTdULFy7kGzly5MWAgIBkgPLly6dUrlw5oXPnzlF2/zBW5pAETGv9RCbHV3KPhfZCCCGsaO9e2LYNxo3Luxtv73kbDo+D6i9BvY9BKaZPg4ULYcwYaNjQ0QE6t9DQ0JjQ0NADdx7fvXv3ofQ/d+rUKbZTp06xN3+uWrVqwpw5c07feV1sbKzbqVOn8j/99NN3VlJwOrlpCjLHZApSCCEsEBYG+fJB376OjsQx9n0M+z+GyoOgwVhQimPH4MUXoVUrGDnS0QGK9JYsWeJbrVq1WoMGDbpSrFixVEfHk1NKa9er2BASEqK3b9/u6DCEECL3SkyEMmWM4lbz5zs6Gvs7NA52vgwBfaHJdHBzJzkZmjWDY8dg924o70R12ZVSO7TWt80j7969+1S9evWuOSomAbt37y5er169gIzey01PQQohhLCXpUshIiJvLr4/OslIvsqHQpNp4OYOwPvvGzOyCxY4V/IlnJNLTUEKIYQwU1iYkWU89JCjI7GvEzNg23NQpiM0nQ1uxjjEpk3GNkMDB0o5NGEfLpWAyRowIYQww+nTsGYNDBgA7u6OjsZ+ziyAfwZAyQfhgYXgng+AqCij5ETlyvDNN7YNQWvNiytf5P2N75OYkmjbzkSu5lJTkFKGQgghzDB9uvF9wACHhmFX51fAn72heFNouRTcvQCjCsWQIXDhAvz5J/j42DaMKTun8N2271AoapeoTWhQqG07FLmWSyVgQgghsmAywbRpxuL7gABHR2MfF9fA5lDwC4ZWv4DHrcJe//sfzJsHH38MjRrZNowdF3bw4qoXaVupLYMaDqJTtU627VDkapKACSFEXrJunTEFOWaMoyOxjyubYFMXKFQDWv8KnoX+e+v4cXj+eWjRAkaNsm0YkfGRdF/QnRIFSzA7dDbFvYvbtkMBQHJyMrl1v0iXWgMmhBAiC1Ongp8fdO3q6Ehs79pW2NgRClaEB9dA/qL/vZWSYpQ/c3c3RsFsuRROa03/pf05G3OWBd0X5Knk6/Dhw/kCAwNrPf744wHVqlULat++faW5c+cWbtu2beWb5/z888+F2rVrVzklJYXQ0NCAqlWr1qpWrVrQ+++/XwKgUaNG1QcOHFg+ODi4RtWqVWtt2LDBG2DDhg3ewcHBNWrWrBkUHBxcY/fu3fkBxo8fX6xDhw6VHnzwwSoPPPBAtdOnT3uGhIRUr1GjRlDVqlVr/frrrz4AixcvLlS/fv0aQUFBNTt06FApOjrarjmRS42AKaU6A52rVKni6FCEECL3iYiAn3+GwYPBy8vR0dhW5C7Y8DB4lYAH1xrf0/nwQ2OboblzoUIF24by5V9fsuzwMsY9PI4m5ZrYtrPMbBlYnqh91t1tvUjtOJpkvcn3qVOnvCZNmnSqXbt2N7p37x6wf/9+r2PHjnlduHDBo0yZMilTp04t1r9//2t///2398WLFz2PHj26H+DatWv/pcVxcXFu//7776FVq1b5DB48OPDo0aP769Wrl7B169ZDnp6eLFmyxPe1114rt3r16uMAO3fu9NmzZ8/+kiVLpr777rsl27RpE/3ZZ59dSklJITY21u3ixYsen3zySelNmzYdKVSokGn06NGlPvzww5JffvnlRaveo3twqQRMFuELIcQ9zJplFGB19dpf0QdgfVvw9IUH14F32dve/vNP+Ogj6NcPeva0bSibTm/ijXVv0C2oG8MaD7NtZ7lUqVKlktq1a3cD4MknnwwfP358iR49eoRPmTKl6PPPPx++c+dOn8WLF5+MiopyP3v2bP6nnnqqfOfOnaMfe+yxmJtt9O7dOwKgQ4cO169fv+527do196ioKLeePXsGnjp1yksppZOTk//bT+uBBx6IKVmyZCpAkyZNbjz77LMBycnJbt26dYts2rRp/Jw5c3yPHz/u1ahRoxoAycnJqmHDhtfteV9cKgETQgiRCa2N2l8NG0K9eo6OxnZij8H6h0B5GMmXT8Btb0dHQ58+xvMH335r21AuX79Mr4W9qORXibBHw1CO3G/TjJEqW7nzcyuleO6558I7duxYxcvLS3fu3DnS09MTf3//1H379h34+eefC02cOLHEvHnzii5YsOBUZm2MGjWqbMuWLWPXrFlz/PDhw/kefPDB6jff9/b2Nt183aFDh+ubNm06vGjRosL9+/cPHDZs2OWiRYumNG/ePGb58uUnbfrh70HWgAkhRF6wc6exv44rj37dOA3r2oApyZh2LFT1rlOefx7OnTMGAwsVyqANK0k1pfLEoieITIhkYY+FFMpvw85yuYsXL+Zbu3ZtQYDZs2cXbdq06fWAgIDkkiVLJn/11VelBw0adC3tPI/U1FT69+8f9dFHH53fu3fvf1Omc+bM8QNYvXq1j6+vb2qxYsVSY2Ji3MuVK5cEMGnSpEwX1h05ciRf2bJlk1955ZVrffv2vbZz507vVq1a3di+fbvPvn378oOxyfeePXvy2/I+3ElGwIQQIi8ICzPWfT3xhKMjsY24C0bylRwNbTZAkVp3nTJrlvH1wQfQxMZLsd7d+C4bTm1gWpdp1C1Z17ad5XKVKlVKmDp1arGhQ4dWDAwMTBw5cuRVgF69eoVPmDDBo2HDhgkAp06d8nz66acDTCaTAvjggw/O3WzDz88vNTg4uMb169fdJ0+efBJg1KhRl5555pnA8ePHl3rggQdiMuobYPXq1b7jx48v5eHhob29vVNnzZp1skyZMimTJk061atXr0pJSUkK4N133z1ft25du1XHdanNuNMtwh909OhRR4cjhBC5Q3w8lC4NnTsbj/y5moSrsLYlxJ01nnYsfnd2dfIk1K8PderAxo3gYcPhh1VHV/HI7Ed4Ovhpfnz0R9t1lE5u3Yz78OHD+Tp16lT15sL69Pr161chODg47uWXX75njI0aNar+5Zdfnm3RokWc7SK1jXttxu1SU5Ba6+Va68GFCxd2dChCCJF7LFpkLH5yxenHpEhjwf2NU9ByRYbJV0qKsdUQwMyZtk2+zkSfoe/PfalXsh7fdrDxIjMnVqtWrZoHDhwoMGTIkHBHx+IoMgUphBCuLizM2OiwZUtHR2JdyTGwoT3EHIQWy6Bkxp/vk0+MJx9nzbJt8f+k1CS6L+hOiimFBd0XUMCzgO06cxLVq1dPymj0a//+/QfNbWPr1q2HrRtV7uBSI2BCCCHucPy4Mec2cCA48ik8a0uJg42dIGInNF8AZR7O8LS//zbWfPXpA7172zakkb+NZOv5rUzrMo2qxe5+AECI9CQBE0IIVzZ1Kri5wVNPOToS60lNgE1d4dqf0HQmlHs0w9NiYozEq3x5mDDBtiHN2zePb7d+y8tNXubxmo/btjPzmW4uaBf2l3bvTZm9LwmYEEK4qpQUmD4dOnSAsmWzPN0pmJLhjx5waQ00DoOKmVdSffFFY9vLmTPBlkuDD187zDPLn6Fp+aZ89tBntuvIcvuuXr1aWJIw+zOZTOrq1auFgX2ZnSNrwIQQwlWtXg0XLti+4qi9mFLgrz5wfjncNxEq9c/01LlzYcYMeOcdaNbMdiHdSLpB6PxQvDy8mNdtHp7uuWfj55SUlGcuXbr046VLl2ojAy72ZgL2paSkPJPZCS6VgMlekEIIkU5YGPj7Q6dOjo4k57QJ/nkaziyA4K+g6nOZnnr6NAwZYtT6evttG4akNUNXDuXA1QOs7ruacoXK2a6zbGjYsOEVIOP5WeFwLpURSxkKIYRIc/kyLF9ubHiYL5+jo8kZrWHbUDg5A+p8ADVHZHpqaqpRciI11Xjq0ZYlJ8L+DWPG7hm82/Jd2lZua7uOhEtyqREwIYQQaf73P2MNmLPX/tIadr4CxyZB0OtQ+617nj5mDGzeDD/9BJUq2S6sfy/+ywsrX6Bd5Xa81eLeMQmREZcaARNCCMGtjbfvvx9q1nR0NDmz5x04PBaqDYN6n9yzlMbWrfDuu9Cr163Cq7YQlRBFtwXdKO5dnJmPzcTdzd12nQmXJSNgQgjhav7+Gw4dgh/tsw2Ozez/BPZ/BJUHQcNx90y+rl836nyVLQvff2+7kmdaawYsHcCZ6DP83v93/Av626Yj4fIkARNCCFcTFgYFC0KPHo6OJPsOjYPdoyGgD9yXdUY1bJix3+PGjVCkiO3C+vrvr1lyaAljHx5L0/JNbdeRcHkyBSmEEK4kNhbmzYOePcHX19HRZM+xybDzZSgfCk2mQxZTfAsWwLRp8MYb8MADtgvrjzN/MGrtKEJrhvJS45ds15HIEyQBE0IIV7JgAdy44byL70/+D7YOgTKPQNPZ4HbviZqzZ2HwYGjUyFj/ZStXblyh58KeBPoFEvZoGMqVtnUSDiFTkEII4UrCwqBGDWMBvrM5swC29IeSreGBReB+7/IZN0tOJCcbJSc8bVQDNdWUSu9FvYmIj2Bl75UU9pJSRyLnXGoETCnVWSk1OTo62tGhCCGE/R08CH/9ZYx+OdsIzfkV8GdvKH4/tFgK7l5ZXvLll/D770ahf1vW337/9/dZd3IdEx6ZQL1S9WzXkchTXCoBk0KsQog8bepUo/Jov36OjsQyl9bC5m7gVx9a/gKePllesn07vPUWdO8O/fvbLrRfj/3KR5s+YkD9AQwMHmi7jkSe41IJmBBC5FnJycbmh507Q4kSjo7GfFc2w+9doFB1aL0a8mX9D+gbN4ySE6VKwQ8/2G6w70z0Gfou7kudknX47pHvbNOJyLNkDZgQQriCFSvgyhXnWnx/bSts7AgFy8ODayB/UbMuGz4cjh2D9euhqHmXWCwpNYkeC3qQlJrEwu4L8fb0tk1HIs+SBEwIIVxBWBiUKQMPP+zoSMwTuRs2tgcvf3hwHXiZN2q3eLFRX/b116FVK9uF99qa1/jn/D8s6L6AqsWq2q4jkWfJFKQQQji78+dh1SpjMZQtd5+2luiDsL4teBQ0ki/vsmZddv48DBoEDRvC++/bLrwF+xfwzT/fMLzxcLoFdbNdRyJPkwRMCCGc3U8/gckEA51gkXjsMVjfBpQ7PLgefALMusxkgqeegoQEmD0b8t27QkW2HQk/wtPLnqZJuSZ81vYz23QiBDIFKYQQzs1kMp5+bNUKKld2dDT3duMMrGsDpiRo8zsUMn9q7+uvYd06mDIFqlWzTXhxyXF0m9+NfO75mN9tPvmyqEMmRE7ICJgQQjizTZvg+PHcv/g+/qKRfCVHQ+vfoEgtsy/duRPefBMee8x2H1NrzdBfhrLvyj5mPT6L8oXL26YjIdJIAiaEEM4sLAwKFYLHH3d0JJlLuArrH4KES9D6VyjawOxL4+KMkhP+/sbol61KTkz9dyo/7f6Jt1u8zcNVnORBBuHUZApSCCGcVVQULFxoLL73zqVlEpIiYUM7uH4CWv0KxZtYdPkrr8CRI7BmDRQrZpsQd13axQurXuChSg/xTst3bNOJEHeQETAhhHBWc+YYq9Jz6/Rjcixs6ADRB+CBJVCypUWXL11qFFodORLatLFNiNEJ0XSb341iBYox+/HZuLu526YjIe7gUiNgSqnOQOcqttwUTAghcouwMKhb16jLkNukxMHvnSBiu7GxdhnLpvUuXjTyyuBg+PBD24SotWbA0gGcijrF7/1/x7+gv206EiIDLjUCJntBCiHyjN27YceO3LnxdmoCbOoKV/+AprOgXBeLLr9ZciIuzig5kT+/bcIct2UcPx/6mc/bfk6zCs1s04kQmXCpETAhhMgzwsKMYlh9+jg6ktuZkuGPHnBpDTSZBhV7WtzEN98Ya75++AFq1LBBjMCfZ/7ktbWv8ViNx3i5ycu26USIe3CpETAhhMgTEhJg5kyjLoOtVqZnhykV/uoL55dDyASo1N/iJnbvNrYZ6tIFBg+2fogAV29cpefCnlQsXJFpXaahctsIosgTZARMCCGczZIlEBmZuxbfaxP88zScmQ/BX0K1oRY3ER9vlJwoWtTY79EWeVGqKZU+i/twLe4aW57ZQmEvWbIiHEMSMCGEcDZhYVCxou0eDbSU1rDteTj5E9T5AGq+kq1mXn0VDhyA1auheHErx5jmw00fsubEGqZ0nkL9UvVt04kQZpApSCGEcCanThl78gwYAG654I9wreHfkXDsBwgaBbXfylYzK1bAhAnw8svQrp2VY0zz2/Hf+OD3D3iq3lM8HZyLRg9FnpQL/u8VQghhtunTje8DBjg0jP/sfRcOfQ3VXoR6n2Zr3vDSJWMf8bp14dNPbRAjcDb6LL0X9aZ2idpM7DhR1n0Jh5MpSCGEcBapqTBtGrRtCxUqODoa2P8p7PsQKj8DDcdlK/nS2sglY2Nh40bblJxISk2i58KeJKYmsqD7Arw9c+muASJPkREwIYRwFuvWwZkzuWPx/aFvYPebENAH7vsBVPb+Ovn2W/j1V/jqKwgKsnKMaUatGcXf5/4m7NEwqhevbptOhLCQJGBCCOEswsKMshNdLCtsanXHpsDO4VD+cWgyHbK5fc/evfDaa9CxIzz3nFUj/M+iA4sY9884hjUaRo9aPWzTiRDZIAmYEEI4g/Bwo/xE3762Kw1vjrM/w9bBUPphaDoH3LK3kuVmyYkiRWDqVNuUnDgafpQBSwfQuGxjvmj3hfU7ECIHZA2YEEI4g5kzISnJsdOPKfFG8gUQ+BS458t2U6+/Dvv2wapVUKKEleJLJz45nm4LuuHp7sn87vPJl4NYhbAFScCEECK309qYfrzvPqhTx3FxHPwCEq9BnfeM6cdsWrUKxo+HYcOgfXvrhZfeCytfYO/lvazss5IKhXPBAwtC3EGmIIUQIrfbvt1YMOXI0a8bZ+DAGKjQA+q8C+7Zmwa9csV46rF2bfjsMyvHmGbqv1OZumsqox8YTfsqNsrwhMghGQETQojcLiwMChSAXr0cF8O/rxrfg7O/lkpro95XVJSx2baXl3VCS2/3pd08v/J5Hgx8kPdavWf9DoSwEknAhBAiN4uLgzlzoFs3KOygfQsvbzT2eKzzPhTM/nTexInwyy/wzTe2mUmNToim24JuFC1QlDmhc3DP5tOZQthDrk/AlFJdgY5ACWCC1vo3x0YkhBB2tHAhxMQ4bvrRlAI7hkHBilDz1Ww3s38/jBxprPl68UUrxpdGa83Ty57mZORJNvbfSImCNljZL4QVOWQNmFJqqlLqilJq3x3H2yulDiuljimlXgfQWi/RWg8C+gM9HRCuEEI4TlgYVKkCLVo4pv9jkyFqLwR/BR4FstVEQoJRcsLX19hJyRYlJ7755xsWHVzEmIfG0LxCc+t3IISVOWoR/nTgtpWRSil3YALQAQgCnlBKpa+L/Fba+0IIkTccPQqbNhkLpxyxd2FiOOx5C0o+mKOnHt98E/bsMXZRKlnSivGl+fvs37y65lW61ujKK/e/Yv0OhLABhyRgWutNQMQdhxsBx7TWJ7TWScBcoIsyfAas0lrvtHesQgjhMFOngpsbPPWUY/rf8zYkx0DDb7KdAP72G4wdC88/b1S8t7ZrcdfosbAHFQpXYFqXabLJtnAauWkNWFngbLqfzwGNgReBh4DCSqkqWusfMrpYKTUYGAxQITdsUiuEEDmRkgI//QSPPAJlyti//8jdcGwSVH0eitTOVhNXrxq5Y1AQfGGDQvSpplT6LO7D1RtX+evpvyjiVcT6nQhhI7kpAcvony1aaz0eGJ/VxVrrycBkgJCQEG3l2IQQwr5WrYKLFx2z+F5rY+F9Pj+o+362m3jmGYiIMDbbLpC95WP39PHmj/nt+G9M7jSZBqUbWL8DIWwoNyVg54Dy6X4uB1xwUCxCCOFYYWHGgilbzNtl5cx8uLIJGk0ykrBsmDQJli2Dr7+GevWsHB+w5vga3tv4Hk/WfZJnGjxj/Q6EsLHcVAl/G1BVKRWolMoH9AKWWdKAUqqzUmpydHS0TQIUQgi7uHQJVqyAfv3A09O+fafcMIqu+gVDpeyNvh08CCNGQLt28NJLVo4POBdzjt6LexPkH8T3Hb+XdV/CKTmqDMUc4G+gulLqnFLqaa11CvACsBo4CMzXWu+3pF2t9XKt9eDCjipWKIQQ1jBjBqSmGk8/2tuBzyDuLDQcD9koZJqYaJSc8PY2Sk64WflvmeTUZHou7ElCSgKLeiyiYL6C1u1ACDtxyBSk1vqJTI6vBFbaORwhhMg9tDaefmzWDGrUsG/f10/Cgc+hYm8okb1aWm+9Bbt2wdKlULq0dcMDeH3t6/x19i/mhs6levHq1u9ACDvJTVOQQggh/voLDh92zOL7f0eCcofg7O2SvXYtfPklDBkCjz5q5diAxQcX8/WWr3nhvhfoWVvqcgvn5lIJmKwBE0I4vbAw8PGB7t3t2++ltXB2MdQeDd7lLL48PNwoOVGjBnz1lfXDOxZxjAFLB9CobCO+bPel9TsQws5cKgGTNWBCCKcWGwvz50OvXkYSZi+mZNjxEvhUghojLL5caxg0yKj7NXu2sf7LmuKT4+k2vxvuyp353eaT3yO/dTsQwgFyUxkKIYTI2+bNgxs37D/9ePR7iD4ALZaAu5fFl4eFwc8/G8VWg4OtH96wVcPYfXk3v/T+hYpFKlq/AyEcwKVGwIQQwqmFhRll4xs3tl+fCVdhzztQqh2UtXzh1uHDRqmJNm2M0hPWNn3XdH7890dGPzCaR6o+Yv0OhHAQl0rAZA2YEMJpHTgAW7YYo1/2rGu1e7RR+6vhOIv7TUqCPn3Ay8vYNcnaJSf2Xt7L0F+G0jqgNe+3yl5FfiFyK5dKwGQNmBDCaYWFGUVXn3zSfn1G7ITjP0K1F6FwTYsvf+cd2LEDfvwRypa1bmgxiTGEzg+liFcRZofOxj0bNcmEyM0sWgOmlHIDfLTWMTaKRwgh8p6kJKP46qOPgr+/ffrUGra/CF7+UOddiy/fsAE+/9xYfP/YY9YOTfPMsmc4EXmC9U+tp5RPKet2IEQukOUImFJqtlKqkFKqIHAAOKyUetX2oQkhRB6xfDlcu2bfyvenZsO1v6Dep5DPslmDiAhjoK5qVRg71vqhfbv1WxYcWMAnbT6hRcUW1u9AiFzAnCnIoLQRr64YVeorAHYcIzefrAETQjilsDBjDu/hh+3TX/J12PUaFA2BSv0tulRrePZZuHwZZs2CglbeCWjLuS2M/G0kj1Z/lJFNR1q3cSFyEXMSME+llCdGArZUa50MaJtGlU2yBkwI4XTOnYPVq6F/f3C30zqn/Z9A/AVjv0dl2VLg6dNh4UJ47z0ICbFuWNfirtFjQQ/KFSrH9C7TcbMwNiGciTlrwCYBp4DdwCalVEVA1oAJIYQ1TJ8OJpP9ph9jj8GhryCwH/jfb9GlkZEwfLjxulo164Zl0ib6Lu7L5RuX+WvgX/gV8LNuB0LkMlkmYFrr8cD4mz8rpc4ArW0ZlBBC5Akmk7HxduvWUKmSffrc+Qq45YP6Yyy+9K23jGL9X3xh/b0eP9n8CauPr+aHjj/QsExD6zYuRC5k8fiuNqTYIhghhMhTNm6EkyftV/n+wq9wfhnUfhsKlLbo0h074Pvv4YUXYORIyG/F3YDWnljLOxveoW/dvgxuONh6DQuRiymtc+VyrhwJCQnR27dvd3QYQghxb336wC+/wMWLUKCAbftKTYJVdUGb4JG94G5+BpWaCvffD2fOGJXvrbnM9nzMeYInBeNf0J+tz2ylYD4rr+rPI5RSO7TWVl6VJ2wp0xEwpZRl/zzKBeQpSCGE04iMhEWLjCTM1skXwJHvIOYwNBhnUfIFRqHVbdvgyy+tm3wlpybTa1Ev4pLjWNh9oSRfIk+51xTkVKXUFqXUGKVUK6VUrt+4W56CFEI4jdmzITHRPtOP8Zdg73tQ5hEoa9l+ilevwhtvQMuWRq5oTW+ue5M/zvzBj4/+SE1/yyvxC+HMMk2qtNYdlFJeQCvgMeDLtAX4vwK/aq3P2CdEIYRwQWFhUL8+NGhg+752vwmmBGhgedXU1183Ft5PnGjdLSqXHFrCl39/ydCQofSq3ct6DQvhJO45qqW1TiAt4QJQSgUCHYDvlFKltNaNbB+iEEK4mH//Nb6+/db2fV3bCiemQc3XoJBltSP++st4SPPVVyEoyHohHY84Tv8l/QkpE8LXD39tvYaFcCIWTStqrU8CE4GJSql8tglJCCFc3NSpxmOE1p7Tu5M2wY5h4FUKar9l0aUpKTB0KJQrZ2y6bS3xyfF0W9ANN+XGgu4LyO9hxccphXAi2V7XpbVOsmYgQgiRJyQkGHv4PP44+Nm42OjJ/0H4P9DkJ/D0tejSCRNg925YsAB8fKwX0ku/vsSuS7tY8cQKAooEWK9hIZyM7PMghBD29PPPxhOQtl58nxwDu16HYk0gsK9Fl168CG+/De3aQWio9UKasXsGU3ZO4Y3mb9CxWkfrNSyEEzIrAVNKFVBKVbd1MDklZSiEELleWBgEBhrV721p30eQcAlCLN/vceRI4wHN776z3sL7vZf3MmTFEFpWbMkHrT+wTqNCOLEs/69USnUGdnFrIX59pdQyG8eVLVKGQgiRq508CevWwYAB4GbDCYiYw3B4HFQaCMXus+jSDRuMChmjRkHVqtYJJzYxlu4LulPYqzBzu83Fwy3XVzUSwubM+RPgPaAREAWgtd4FBNgqICGEcFnTphlDSv3727afHS+DewGo94lFlyUlwfPPGwN0b7xhnVC01jyz/BmORhxlbuhcSvmUsk7DQjg5c/4ZkqK1jlbWLAAjhBB5TWqqkYA9/DCUL2+7fs7/AhdXQfBXUKCkRZeOHQsHD8Ly5dYrzj9h2wTm75/Pp20+pWVAS+s0KoQLMGcEbJ9SqjfgrpSqqpT6FvjLxnEJIYRrWbMGzp2z7eL71ETYMRwK1YBqL1h06Zkz8MEH8Oij0KmTdcL559w/jFg9gk7VOvFas9es06gQLsKcBOxFoBaQCMwBYoDhNoxJCCFcT1gYFCsGnTvbro/D4+D6MWj4DbhbVqrx5ZdBa/jmG+uEEh4XTo+FPShbqCw/df0JNwsfBBDC1WU5Bam1jgNGp30JIYSw1NWrsHSpscAqv40Kj8ZdMJ58LPsolG5n0aW//gqLF8PHH0NAQM5DMWkTT/78JJeuX+LPgX9StEDRnDcqhIvJMgFTSoUAb2IsvP/vfK11XduFJYQQLmTmTEhOtu30467XwZQEDSzb2ichAV54AapVg1desU4on27+lFXHVjHxkYmElAmxTqNCuBhzFuHPAl4F9gIm24aTM2klMzpXqVLF0aEIIYRBa2P6sVEjqF3bNn1c/RtO/Q9qvQm+lS269PPP4fhxY4maNQbn1p9czzsb36F3nd4MCRmS8waFcFFKa33vE5T6Q2vd3E7xWEVISIjevn27o8MQQgj45x9o0gQmTYLBg63fvjbB6kYQfxE6HQZP8/cNOn4catWCLl1g3rych3Ih9gLBk4IpVqAYWwdtxSefFfcwEveklNqhtZbhRidizgjYu0qpH4F1GAvxAdBaL7ZZVEII4SrCwsDbG3r1sk37J6ZBxA5oOsui5EtrGDYMPD3ha8tmLTOUYkqh18JeXE+6zoanNkjyJUQWzEnABgA1AE9uTUFqQBIwIYS4lxs3YO5c6N4dChWyfvtJUbDrDfBvBhWfsOjSpUth5Ur46isoWzbnoYxeN5rNZzYz6/FZBPkH5bxBIVycOQlYPa11HZtHIoQQrmbBAoiNtd3i+70fQOI1aLjaok0bb9yAl14ylqS9+GLOw1h6aCmf//U5QxoOoXed3jlvUIg8wJwEbItSKkhrfcDm0QghhCsJCzMeL2xug2W00QfgyLdQZRAUDbbo0o8/NgqvbtpkTEHmxInIEzy15Ckalm7I2PZjc9aYEHmIOQlYc+AppdRJjDVgCtBShkIIIe7h8GH44w8YM8ai0SmzaG1UvPfwgbofWXTpoUPw5ZfQrx888EDOwkhISaD7gu4opVjQfQFeHl45a1CIPMScBKy9zaMQQghXM3UquLvDU09Zv+3zy+DSGqPivZe/2ZdpbdSCLVjQKD+RU8N/Hc7OiztZ1msZgX6BOW9QiDwk0wRMKVVIax0DxNoxHiGEcH7JyfDTT9CxI5QqZd22UxNgx8tQuBZUfc6iS+fNg/XrYcIEKGnZPt13mblnJpN2TGJUs1F0rm7D7ZWEcFH3GgGbDXQCdmA89Zh+DF0DlWwYlxBCOK9Vq+DyZdssvj/4Fdw4CQ+uBTfzF3DFxMCIEdCwITz7bM5C2H9lP8+ueJYWFVvw0YOWTYEKIQyZJmBa605p32VcWQghLBEWZox8PfKIdduNOwf7P4Hyj0OpNhZd+t57cOkSLFlizIxmV3hcOO1mtsPH04e5oXPxcDNnJYsQ4k5Zbk+vlFpnzjEhhBDAxYvwyy/G2i8PKycn/74GmCD4K4su27MHxo+HQYOMHZGyS2tNpzmduBB7gaH3DaW0b+nsNyZEHnevNWBegDdQXCnlx60pyEJAGTvEJoQQzmfGDEhNhYEDrdvulc1weg7Ufgd8Asy+zGSCoUPBzw8++SRnIYz5Ywxbzm2hX91+vN789Zw1JkQed69/nj0LDMdItnZwKwGLASbYNqzskc24hRAOpbXx9OMDDxj1v6zFlAo7hoF3eQgaZdGlM2bAn38as6LFimU/hJVHVzJ6/Wh61+nN9K7TUdYurSFEHmPOZtwvaq2/tVM8ViGbcQshHGLzZmjRAqZPt275iaOTYNsQaDYPKvYw+7LISKheHapUMUqSuWW56CRjR8KP0GhKIwL9Avlz4J94e3pnryFhM7IZt/PJcoGCsyVfQgjhMGFh4OsL3bpZr82kSNgzGkq0hArdLbp09GgID4fffst+8hWTGEPXuV3xdPdkSc8lknwJYSXy+IoQQlhDTIyx92OfPkalU2vZ866RhDUcb1FF/W3b4IcfjL0e69fPXtcmbeKpJU9xJPwIa55cQ8UiFbPXkBDiLpKACSGENcydC3Fx1q39FbUXjk6EKkPAz/zd31JTjYX3JUvCBx9kv/uPNn3EkkNLGPfwOFoHts5+Q0KIu9zrKcgG97pQa73T+uEIIYSTCguDWrVyVuchPa1hx0vgWRjqWpZFTZkC27fDrFlQuHD2ul92eBnvbnyXfvX6MazxsOw1IoTI1L1GwG4WmvECQoDdGE9C1gX+wdikWwghxL59sHUrfP219TbePrsYLm+AkAmQ3/zHF69ehTffhNat4Yknstf1oWuH6Lu4LyFlQvih4w/yxKMQNpDpskytdWutdWvgNNBAax2itW4IBAPH7BWgEELkemFh4OkJTz5pnfZS4mDnCChSF6oMtujSUaMgNha++y57uWB0QjRd5nahgGcBFvdYTAHPApY3IoTIkjlrwGporffe/EFrvU8pVd92IQkhhBNJTIT//Q+6dIHixa3T5sEvIO4M3D8DLNjq588/Ydo0eO01CAqyvFuTNtFncR9ORJ5gfb/1lC9c3vJGhBBmMef/7INKqR+BmRibcPcFDto0KiGEcBbLlhm1Hqy1+P7GaTgwBir0gJItzb4sJcVYeF++PLz9dva6fnfDu/xy9BcmPDKBByo+kL1GhBBmMScBGwA8B7yU9vMm4HubRSSEEM4kLMzIetq2tU57/74KKAj+wqLLvvvO2PNx0SLw8bG828UHF/PR5o94Ovhpngt5zvIGhBAWMacQa4JS6gdgpdb6sB1iEkII53DmjFHl9K23wN095+1d3gBnFkCdD6BgBbMvu3AB3nkH2reHxx6zvNt9V/bR7+d+NCnXhAmPTJBF90LYQZa1kZVSjwK7gF/Tfq6vlFpm47iEECL3mz7dKBcxYEDO2zKlGGUnCgZAzZEWXTpyJCQlwbffWr7wPjI+kq5zu+Kb35dFPRaR3yO/ZQ0IIbLFnM0p3gUaAVEAWutdQIDNIhJCCGdgMhkr3tu0gcDAnLd3bJJReLXBV+Bh/pOH69fDnDnG049VqljWZaoplScWPcGZ6DMs6rGIMr5lLAxaCJFd5iRgKVrraJtHIoQQzmT9ejh1yjqL7xPDYc/bULINlDN/DjEpCZ5/3sj/Xn/d8m5Hrx/N6uOrmfDIBJqWb2p5A0KIbDNnEf4+pVRvwF0pVRUYBvxl27CEECKXCwsDP7/sLbq60563ITkGGn5j0Rzi11/DoUPwyy9QwMJyXfP2zeOzPz9jSMMhDGo4yMKAhRA5Zc4I2ItALSARmAPEAMNtGJMQQuRuERHw88/GxtteXjlrK3KXMf1Y9XkoUsvsy86cgQ8/hK5d4ZFHLOty96XdDFw2kGblm/FNh28su1gIYRXmPAUZB4wGRiul3IGCWusEm0eWRilVKa3/wlrrbvbqVwghMjV7tlGANafTj1rD9mGQryjUfc+iS4cPNy4fN86yLsPjwuk6ryt+Xn4s7LGQfO75LGtACGEV5jwFOVspVUgpVRDYDxxWSr2ak06VUlOVUleUUvvuON5eKXVYKXVMKfU6gNb6hNbaShUOhRDCCsLCoEEDqF8/Z+2cngdXN0O9TyCfn9mXrVxpDMC9/TZUrGh+dymmFHou7MmF2Ass7rmYUj6lshG0EMIazJmCDNJaxwBdgZVABSCnG55NB9qnP5A2ujYB6AAEAU8opbKxmYYQQtjQzp2wa1fOR79SbsCuV8EvGCoNNPuy+Hh48UWoXh1eecWyLketGcW6k+v4oeMPNCrbyMKAhRDWZE4C5qmU8sRIwJZqrZMxtiTKNq31JiDijsONgGNpI15JwFygi7ltKqUGK6W2K6W2X716NSfhCSFE5sLCjHVfvXvnrJ39YyDuHIR8C27mF3H97DM4cQImTIB8Fsweztozi6+3fM2LjV5kQLAV6pYJIXLEnARsEnAKKAhsUkpVxFiIb21lgbPpfj4HlFVKFUurxB+slHojs4u11pO11iFa6xB/f38bhCeEyPPi42HWLAgNhSJFst/O9RPGhtsBfcC/mdmXHT8OY8ZAr15G+TFz7by4k2eWP0PLii35qt1X2QhYCGFt5izCHw+MT3fotFKqtQ1iyejZa621DgeG2KA/IYSwzOLFEB0NA82fMszQzpHg5gH1PzP7Eq2Nqcd8+eArC3KoKzeu0HVuV/y9/ZnffT6e7p7ZCFgIYW1ZJmBKqWIY1fCbY0w9/gF8AIRbOZZzQPl0P5cDLli5DyGEyL6wMKPqaatW2W/j4ho497Ox8N67rNmXLVkCq1YZtb/KmFmwPjk1mR4LenA17ip/DPiDEgVLZC9mIYTVmTMFORe4CoQC3dJez7NBLNuAqkqpQKVUPqAXYNGek0qpzkqpydHRUrhfCGFlx4/Dhg3G6JebOX90ZsCUbOz36FMZarxs9mU3bsBLL0GdOsYomLlG/jaS30//zpTOU2hYpmE2AhZC2Io5f4oU1Vp/qLU+mfb1EVAkJ50qpeYAfwPVlVLnlFJPa61TgBeA1cBBYL7Wer8l7Wqtl2utBxcuXDgn4QkhxN2mTTMSr/79s9/GkYkQcxAafA3u5hdw/fBDOHsWJk4ED3P2LwGm75rO+K3jebnJy/St2zebAQshbEVpfe8HGpVSXwLbgflph7oBtbTW79o4tmwLCQnR27dvd3QYQghXkZpqFNyqW9cowpUdCVdgeTUo3gRarTJ7y6GDB41u+/Y1ckBzbD2/lRbTWtCsQjNW912Nh5uZWZtwWkqpHVrrEEfHIcxnzgjYs8BsICntay4wQikVq5SyxdOQ2SZTkEIIm1i9Gs6fz1ntr92jjdpfDcaZnXxpbWy27eNjlJ8wx6Xrl3h83uOU9i3NvG7zJPkSIpfKMgHTWvtqrd201h5pX25px3y11oXsEaS5ZApSCGETYWHg7w+dO2fv+ogdcDwMqg+DwjXMvmzuXGPZ2SefQAkz1s8npSbRfUF3IuIjWNJzCcW9i2cvXiGEzZn1TyOllB9QFfhv0UJaMVUhhHBtV67AsmUwbJhllU9v0hq2vwhe/lD7HbMvi46GESMgJAQGDzbvmuG/DuePM38wJ3QO9UrVszxWIYTdmFOG4hngJYyyELuAJhgL6B+0aWRCCJEb/O9/kJKS/enHU7Pg2t/QeCrkM390/t134fJlI/dzN6NQ/pQdU/h++/e81vQ1etXulb1YhRB2Y84asJeA+4DTWuvWQDBGKYpcR9aACSGsSmtj+rFJEwjKxta0ybGw6zUoeh9Uesrsy3bvhm+/hWefhfvuy/r8v87+xfMrn6dd5XZ80uYTy+MUQtidOQlYgtY6AUAplV9rfQiobtuwskfWgAkhrGrLFuMxxOyOfu3/BOIvQsh4UObVDjOZYOhQKFoUPv446/MvxF4gdH4oFQpXYE7oHNwt2FdSCOE45qwBO6eUKgIsAdYopSKRCvVCiLwgLAwKFoSePS2/NvYYHPoaAp8ySk+Y6aef4K+/YOpUIwm7l8SURELnhxKbGMuaJ9dQtEAWFwghcg1z9oJ8LO3le0qpDUBh4FebRiWEEI52/TrMmwc9eoCvr+XX7xwBbvmg/qdmXxIRAa+9Bk2bwlNZzFhqrXl+5fNsObeFhd0XUrtEbctjFEI4TKYJmFIqo39K7U377gNE2CQiIYTIDebPN5Kw7Ew/XlgF55dD/c+hQGmzL3vzTYiMhO+/z3q3ox+2/0DYv2GMfmA0oUGhlscohHCoTCvhK6VOYmy+nb5i4M2ftda6ku3Ds4xSqjPQuUqVKoOOHj3q6HCEEM6seXO4ds1YA2Zm4VQAUpNgZR3j9SN7wd280hXbtkHjxsaej2PH3vvczac38+CMB3m48sMs7bVU1n0JqYTvhDIdAdNaB9ozEGvQWi8HloeEhAxydCxCCCd26BD8+Sd8/rllyRfAkW8h9gi0/MXs5Cs1FZ57DkqVgvffv/e552LO0W1BNyr5VWLm4zMl+RLCSZlTB0wBfYBArfWHSqkKQCmt9VabRyeEEI4wdaqx63W/fpZdF38J9r4PZTpC2UfMvmzyZNixA2bPhkL32F8kISWBx+Y9RnxyPBuf2kgRryKWxSeEyDXMeS56InA/0Dvt51hggs0iEkIIR0pONh5F7NQJSpa07Nrdb4ApARpkMYeYzpUrxtqv1q2h1z3qp2qtGbJiCNsvbOd/j/2Pmv41LYtNCJGrmFOGorHWuoFS6l8ArXWkUiob+3EIIYQT+OUXIyuydPH9ta1wYjrUfA0KVTX7stdegxs3YMKEe892frv1W37a/RPvtXyPLjW6WBabECLXMWcELFkp5Y6xAB+llD9gsmlU2SSV8IUQORYWBqVLQ/v25l+jTbDjRfAqBbXfMvuyP/4wBtteeQVq3mNAa+OpjYxYPYIu1bvwdsu3zY9LCJFrmZOAjQd+BkoopT4G/gBy5V4XUglfCJEjFy7AypVGES4PcyYI0pycAeFbIfhz8DSvZlhKilHxvkIFeOseOdvpqNN0X9CdqsWqMuOxGbiZWVFfCJG7mVOIdZZSagfQBqMERVet9UGbRyaEEPb200/GXkADB5p/TXIM7HodijWBgD5mX/btt7B3LyxebBTbz0hcchyPzXuMpNQklvZaSqH891ihL4RwKmb9Ey9t/8dDNo5FCCEcR2vj6ccWLaCq+Wu42PchJFyBlsvN3u/x/Hl45x3o0AG6ds0sHM2g5YPYdWkXy59YTrVi1cyPSQiR68lYthBCAGzaBMeOWbb4PuYwHBoHlQdCsfvMvuyVV4yHLb/9NvOF92O3jGX23tl89OBHdKzW0fyYhBBOQRIwIYQAY/F9oULQrZt552sNO4aDhzfUM39Z7Lp1xhaTb7wBlStnfM7aE2t5dc2rhNYM5Y3mb5jdthDCeUgCJoQQ0dGwcCE88QR4e5t3zYVf4OKvUOc98Cph1iWJifD880biNWpUxueciDxBz4U9CfIPYnrX6ShLK/ELIZyCBY/55H7p9oJ0dChCCGcyZw7Ex5s//ZiaaIx+FaoJ1V4wu5uvv4bDh40HLb287n7/RtINus7tikmbWNJzCT75fMxuWwjhXFxqBEzKUAghsiUsDOrUgRAz9zI+PA6uH4eG48DN06xLTp+GDz+Exx4zFt/fSWvNwGUD2X91P3ND51K5aCbzk0IIl+BSCZgQQlhszx7Yvt0Y/TJnui/ugvHkY7kuULqd2d0MH240P25cxu9//ufnzN8/n0/bfMrDVR42u10hhHNyqSlIIYSwWFgY5MsHffuad/6uUWBKgQZfm93FL7/AkiUwZoxRePVOvx77lTfWvUHPWj15temrZrcrhHBeMgImhMi7EhNh5kyjGFexYlmff/UvODUTar4CPpXM6iI+Hl580dhq6OWX737/aPhRnlj0BHVL1iXs0TBZdC9EHiEjYEKIvGvJEoiIMG/xvSkVdgyDAmUhyPzSEGPGwMmTsH69MdCWXmxiLF3ndcVdubOk1xIK5sukJL4QwuVIAiaEyLvCwow5wYceyvrcE9MgYgc0nQ2e5j2deOwYfPaZUd2idevb3zNpE08teYrD1w6zuu9qAooEWB6/EMJpyRSkECJvOn0a1q6FAQPALYs/CpOiYPcb4N8cKvYyq3mt4YUXjFGvr766+/1PNn/Cz4d+5ou2X9CmUhvL4xdCODUZARNC5E3TpxvfBwzI+ty970NiODQcb96TkhibbK9ebTz1WLr07e8tP7ycdza8Q9+6fRneZLglUQshXITSWjs6BqtJV4h10NGjRx0djhAitzKZoFIlqFYNfvvt3udGH4CVdaHyM9DoB7Oav37dWHRfrJhR4cIj3T91D187TKMfG1GlaBX+GPAHBTwL5OCDCGFQSu3QWptZyE7kBi41BSmFWIUQZlm3zpiCzGrxvdaw4yXw8IW6H5nd/IcfwrlzMHHi7clXdEI0XeZ2Ib97fn7u+bMkX0LkYTIFKYTIe8LCoGhRo/zEvZxbCpfWGlOPXsXNavrAAWPLoQEDoGnTW8dN2sSTPz/J8cjjrH1yLRUKZ1AQTAiRZ7jUCJgQQmQpPBx+/hn69IH8+TM/LyUedr4MhWtB1efMalprY7NtX1/j6cf03t/4PsuPLGfsw2NpGdAyBx9ACOEKZARMCJG3zJoFSUlZTz8e+gpunIIH14GbeX9Uzp4NGzfCDz+Av/+t4z8f/JkPNn3AgPoDeP6+57MduhDCdbjUIvybQkJC9Pbt2x0dhhAiN0lMhAkT4P33jexo//7MR8BunIUVNaBMB3hgoVnNR0dD9epGWbG//wZ3d+P4gasHaPxjY4L8g/i9/+94eXhZ6QMJcYsswnc+MgUphHBtWsO8ecZjia+8AoGBcOIErFiR+TW7XgNMEPyl2d288w5cuWIsvL+ZfEUlRNFlbhcKehZkcY/FknwJIf4jCZgQwnVt3gxNmkCvXsbCrNWr4Z9/YMEC6NQp42uubILTc6HmKPAJMKubXbvgu+9gyBAISRuDSDWl0ntRb05HnWZRj0WULVTWKh9JCOEaJAETQrieI0fgscegRQujHsTUqbBzJ7RrZ0w7hoZmPP1oSoXtw8C7PAS9ZlZXJhMMHWrU/Pr441vH397wNquOreLbDt/SrEIzK30wIYSrkEX4QgjXcfWqscZr0iTw8jIKco0YAd7e5l1/fApE7Ybm88HDvGumTTPWfE2fDn5+xrEF+xfw6R+fMrjBYJ4NeTZ7n0UI4dJkEb4QwvnFxRl7/owZY7weNAjeew9KljS/jcQIWF4VitSFNuvN2nIoPNxYeF+zJmzaZFyy5/Ie7g+7n3ol67HhqQ3k97hHqQshrEQW4TsfGQETQjgvkwn+9z946y1jqvHRR40CXDVqWN7W3nchOQoafmP2fo9vvglRUcbCe6UgIj6CrnO7Ujh/YRb1WCTJlxAiUy61Bkwp1VkpNTk6OtrRoQghbG3tWmjYEPr3h1KljAJcS5dmL/mK2gtHJ0KV58CvrlmXbN0KU6bAsGFQpw6kmFLotbAX52PPs7jnYkr7ls66ESFEnuVSCZjsBSlEHrBvH3ToAG3bQmSkUf30n3+gZTary2ttLLz3LAJ1PzDrktRUeO45I+977z3j2Btr32DNiTV83/F7mpRrkr1YhBB5hkxBCiGcw4ULRrGtadOgUCH44gt44QVjsX1OnF0EVzbCfRMhf1GzLpk0yXiocu5cI5Q5e+fw5d9f8vx9zzMweGDO4hFC5AmyCF8Ikbtdv24kW19+CcnJRtI1erRR9yGnUuJgRU3I5wftd4Cbe5aXXL5sLLy/7z747TfYdelfmk1tRkiZENb1W4enu2fO4xLCQrII3/nICJgQIndKSTHqd73zjpH19OgBn3wClStbr48Dn0PcGWj6P7OSL4DXXjMetPzuO7gWd5Wu87pSzLsYC7ovkORLCGE2ScCEELmL1vDLL0amc/AgNGsGS5YYFe2t6cZpOPgZVOgJJVqYdcnmzTBjBrzxBlSumkK7//Xk8vXL/DHwD0r6WFDyQgiR57nUInwhhJPbuRPatIHOnY0RsMWLb20nZPW+RgIKgr8w6/TkZKPifYUKxgzoq7+9yoZTG5jceTIhZWTmRwhhGUnAhBCOd/o09O1rlJXYuxe+/Rb27ze2EzKzJpdFLm+Aswuh1ptQsLxZl3z7rfEA5vjxsOjYDMb9M46XGr9Ev3r9rB+fEMLlyRSkEMJxoqLg00/hm7Tip6+/bnzZspSMKcUoO1EwAGq8YtYl58/Du+9Cx45QJmQ7PacNpnVAa75oa97omRBC3EkSMCGE/SUlwQ8/wAcfQESEMfr10UfG/J6tHfwaovdBs3ngUcCsS0aMMGZE3/nsMo/Pf4xSPqWY122eLLoXQmSbJGBCCPvRGhYtMlaxHztmrPf64gsIDrZ93zFH4N9X4fwy42dl3gqMtWth/nx4+70kRm7tTnhcOH8O/BP/gv42DFYI4eokARNC2Mfff8Mrrxjfa9WClSuhfXvbrPFKLzEc9n5gbDXkXgDqfgQ+laBs56wvTYTnnzcqX1xpMILNOzcz+/HZBJe2Q8IohHBpkoAJIWzr2DFjxGvhQmPvnilTjP0bPWz8x09qEhydYCRfKTFQeTDUfR+8SpjdxFdfwZEjMPynMMbtnMDI+0fyRJ0nbBi0ECKvkARMCGEb4eHw4YcwcSLky2dsmvjKK+DjY9t+tYZzS+Df1+D6MSj9MAR/CUVqW9TMqVPGsrRWfbcw8cxQ2lZqy6cPfWqTkIUQeY8kYEII60pIMGo1fPIJxMbCM88YyVfp0rbvO2IH7BwBVzZB4SBotQrKtM9WUy+9BPhe5ECdxynnVY653ebi4SZ/ZAohrEP+NBFCWIfJBHPmwJtvwpkzRs2Gzz4z1nvZWtw52D0aTs6A/P5w3/dQ+RnIZsK0YgUs+yWRCu+Gci0lmrU9V1O0gHkbdQshhDkkARNC5NyGDTBypFHJPjgYpk2DBx+0fb/J1+HgF8aXToWgURD0BuTLfh2x+HgYNgyK9B7GGdPfzH98PnVK1rFi0EII4QQJmFKqIDARSAI2aq1nOTgkIcRNBw7AqFHGkFH58sZGiX36gJuNN9kwpRqjXXtGQ/xFYz/H+p+CT2COm/70UzhZdBJUnswbzd+ge63uVghYCCFu55CtiJRSU5VSV5RS++443l4pdVgpdUwp9Xra4ceBhVrrQcCjdg9WCHG3S5dgyBCoUwc2bYIxY+DwYXjySdsnX5c3wOoQ+GcgeFeAtn9B87lWSb6OHoVPZ/2JW6cX6VClAx+2/tAKAQshxN0cNQI2HfgOmHHzgFLKHZgAtAXOAduUUsuAcsDetNNS7RumEOI2N24YtRk+//xWkax33oHixW3fd/pCqt4VoOkcqNjTanXEtIZnRpwnNTSUwCIBzA6djbubu1XaFkKIOzkkAdNab1JKBdxxuBFwTGt9AkApNRfogpGMlQN2IZuHC+EYqakwfTq8/TZcvAiPP26MelWtavu+7yykWu9TqP6S2dsImWvOggQ2lXqc/AVvsLzPeop4FbFq+0IIkV5uWgNWFjib7udzQGNgPPCdUqojsDyzi5VSg4HBABXssZ+cEHmB1rB6Nbz6KuzbB02awIIF0KyZ7ftOTTKSrn0fQHI0VB4Edd6HAiWt3lVsrGbQkueg+lZmhi4myD/I6n0IIUR6uSkBy2geQWutbwADsrpYaz0ZmAwQEhKirRybEHnPrl1G4rV2LVSqZCReoaG23zpIazi31JhuvH4MSrWDBl9ZXEjVEo99OoG46tMZWOkdutV+zGb9CCHETbkpATsHlE/3cznggoNiESLvOncO3nrLeKLRzw/GjYPnnjOq2dtaxM60Qqq/57iQqrmmb/yddR4vUyG+M1P6vmvTvoQQ4qbclIBtA6oqpQKB80AvoLclDSilOgOdq1SpYoPwhHBxMTFG4dSvvzZGoUaONIqqFili+77jzqcrpFo8x4VUzXU66gyD13TH7XplNo6aiZuSZaZCCPtwVBmKOcDfQHWl1Dml1NNa6xTgBWA1cBCYr7Xeb0m7WuvlWuvBhQtnvwijEHlOcjJMmABVqhjbB4WGGiUlPv/c9slXyg3Y8x4srwqn50DQa9D5KFQdYvPkKz45nlbfP0ayKZF3qy8lsEwhm/YnhBDpOeopyCcyOb4SWGnncITIm7SGpUuNQqpHjkCrVvDFFxASYoe+TcZo1+43rV5I1azutab/4sGcSvyXqvuW8dbH1e3SrxBC3JSbpiCFEPbyzz/GAvvNm6FGDVi2DDp1sv0CezAKqe58BSL/hWKNoflC8G9q+37TGbdlHPMPzYQNHzLn6042rx0rhBB3cqk/dpRSnZVSk6Ojox0dihC508mT0KuXUU7i8GH4/nvYuxc6d7Z98hVzBDZ1hXUPGrW9ms6Bdn/bPflacWQFI38bCYceZWidN2nY0K7dCyEE4GIjYFrr5cDykJCQQY6ORYhcJSICPv4YvvsO3N2Ngqqvvgq+vrbvOzHCqOV1ZIJNC6nei9aa347/xtgtY1l9fDVo8D3bnY+/d6l/gwohnIhLJWBCiDskJhpJ18cfQ1QUDBgAH3wAZcvavm87FlLNTHxyPLP2zmLslrEcuHqA0j6laef5Hr/ND+DzF7rb5QFPIYTIiCRgQrgirWHePKOMxMmT8PDDxlONdevap287F1K906Xrl5i4bSLfb/+ea3HXqOsfTB/vGeyc3pPf9hn1zIoXsVs4QghxF5dKwKQOmBAYC+tHjoStW6FePfjtN2jb1j59O6CQanq7L+1m7JaxzNk3h+TUZJoV70yBoy+zaUxL9iQoGjUylr0VKmQsexNCCEdxqQRM1oCJPO3wYXj9dViyxJhinD4d+vY11nzZmoMKqQKYtImVR1cydstY1p9cj7eHN43cB3Fx+Uv8sbUqvr4wcAAMHgz169s8HCGEMItLJWBC5ElXrsD778OkSeDtbaz3Gj7ceG1rKTfgwBdw8HPQqUYh1aA3IJ/tiyHfSLrBjN0zGPfPOI6EH6FE/nI0CP+M/TMG8Ue0H40awZth0LMnFCxo83CEEMIikoAJ4azi4ox9GseMMV4/+yy8+y6UKGH7vh1YSPV8zHm+2/odk3ZMIjIhkgru91H279mcX9ONBB9Pnu4LgwbJaJcQIndzqQRM1oCJPCE1FWbOhNGj4fx56NLF2MOxup2quTuokOqOCzsYu2Us8/bPw2QyUfZ6V64vHsGZE01p1EjxwRQZ7RJCOA+XSsBkDZhweWvWGPW7du+G++6D2bOhRQv79B1zBHa9Zjzh6F3BKKRasadNC7immlJZfmQ5Y7eMZdPpTeTHl0JHXiBi5TCiTYEMktEuIYSTcqkETAinpDVERsLly3DpkvF183X6YxcvGj9XrAhz5kCPHthlDx0HFFKNTYxl2q5pjP9nPMcjj1MwuSLuv39F4ranqV+/MIO/ktEuIYRzkwRMCFvQGmJjM0+m7nydnHx3G56eUKqU8VWuHBQrZiy4HzPG2E7I1u4qpPoM1PnApoVUz0Sf4dt/vmXyjinEJEVT4Nr9sH4Mbue78mwfDwZ/Z1TWEEIIZycJmBCWuHHj7oQqs5Gr+Pi7r3d3NxbJlyoFJUtC7dq3Xt9Mtm6+LlLk9um9xERYscLYNNuW7iqk2jatkGodm3X5z7l/GLtlLAsPLMRkAnWwG/z5MnXLNWbwKzLaJYRwPZKACZGYmPX0383X16/ffb1SULz4rQSqSpW7k6mb34sVy/60Yf78EBqas8+alfSFVAvVhFYroXR7m6zzSjGl8PPBn/nij7Fsu/Q3bkmFMW0bgc+BF+jXpQKDf5HRLiGE63KpBEyeghT/SU42puuyGqW6dMnYIzEjRYveSpzuu+/uZOrma39/8HDy/5VuK6RaDO6baOzdaINCqtEJ0fy4M4wvN4/nUsJpiKwMf4+ngUd/nnvaV0a7hBB5gtJaOzoGqwsJCdHbt293dBjC2lJT4do180arrl3LuI1ChTIembrzWIkSxoiTq/uvkOoXoFOg+nCo9aZNCqmejDzJ55vGM21XGInEwqkWFNj9Mk/d35khg91ltEuIHFBK7dBahzg6DmE+J/9nu3B6WkNERNajVJcuwdWrYDLd3Ya3963EqVo1oyxDZglWAds9uedU/iukOhriL0CFHlB/jNULqWqt+ePMn7z1y1g2X1mCNrnBvl7Uvj6cEU80pMd3MtolhMibJAETOZecDDExt76iozN/HRkJBw8a192cIkxJubvNfPluJU4VKkCjRpmPVvn42LQWlcu5vNFY5xX5LxRrBM0XWL2QanJqMtO3LeSjtWM5k7oN4v3It2cUvSo/z4h3y8polxAiz5MELC9LTTVKJdwrYcoqoYqJyfhpvzu5u0Phwsb3q1chOBjatct8OrBwYUmqrC3maFoh1SVphVRnpxVStV4tsYi4SN5cPJn/HfqOOM9zcK0aAZcnMurhfjz5dkEZ7RJCiDSSgDkjk8l4Gi+rxCir1zduZN2Xm5uxburmV+HCxqLzypWN1+mP3+t1gQJGQpW+lEJeWGOVGyRGwL4P4ch34O4F9T4x1npZsZDqthNHGTHvG/6Mm4b2iMP9Qhs6FvmBD5/uQHB9OxSLFUIIJyMJmD1pbSQ92U2Ybr6OjTXaysqdiZOfn1FF3ZLEqWBB645E2aOUgjCkJsHR72Hf+zYppGoyab5b8Tuf//E1571XQKon/pd683zIcEaOrCejXUIIcQ8ulYDZrAyF1sY0m6VTc3e+jonJeBH5nQoWvDsZKlMm8yQpo2M+PvbZpkbkPlrD+WVGIdXYo1YvpHrpahKvTJvLogtjSfTbhVLFCYl7izGhQ2nTuJRV+hBCCFfnUgmYTTbjbtMGNm40L3EqUODuZKhECfNGmm6+9vU11kkJkR02KqSqNaxYf423l0xid/4J4HuRAh5B9C86hS9e6kPxIvJ0qRBCWMKlEjCbCAyEDRugTx9o3vzeiZOnp6OjFXmVjQqphofDF9MOMmn3OKIqzoDiCVRIepjX75/GkLbtUPKghBBCZIskYFmZMAE6dJBF4yJ3urOQas1Xc1xIVWvYvFnz/sy1bEwYi6nyKlRgfloU6sdX3YcTUjHIih9ACCHyJknAsiKLxkVuZINCquHhEPZTAmPXzuZSwDgou5cCppIMqPkB73Ucgn9Bf+vFL4QQeZwkYEI4m7sKqc4H/2bZakpr+OMP+ObHKyw5/z2pwROh8RXKedbl7TbTeaphL/J7yMivEEJYmyRgQjiDhGsQsRX2vAcR28C7PDSdBRV7ZauQang4zJgB387bx8mSY6HuLKiUSItSnXi33cu0Dmgt67uEEMKGJAETIjcxpcL1YxC5GyJ3QdRu43X8+VvnVHwCGodZXEjVWNsFkyabmL9zNSkhY6HDGvKpAvSrO5CRzV+ievHq1v08QgghMuRSCZjN6oAJYQvJsRC19/ZEK2ovpMYZ7ysPKFwTSrYGv/rG64RrxvZB7uZPC94c7fohLI4jXv/Drek4TD0P4e9VhpebfsLghoMp5l3MJh9RCCFExpQ2p6K6kwkJCdHbt293dBhCGLSGuLN3j2pdP3brnHx+UKQe+NUzkq0i9aBwkEWJ1p1dbt4MkyfDglUXSao/AY8mP5CSL5z6JRswsukIutfqTj73fFb5iEIIx1JK7dBahzg6DmE+lxoBE8LhUhMh+kBakrUrbVRrNyRF3jrHp4qRaAX2M5Itv3rGmi4rrLm6Odo1eTIcitqFZ4uxpL44B6VS6FSjCy83eZkHKjwg67uEEMLBJAETIrsSrt4azbo5shV90KjHBeBeAIrUhQrd00a36hvbAXn6WjWM20a7FppIClhBoYfHQtGN5PMsyMDgIbzU+CUqF61s1X6FEEJknyRgQmTFlGrsqXhnshV/4dY5BcoYCVaZTrdGtXyqgJvttpW6bbTr+A287p9Ogde+Icn9KIULleftxl/wTINnKOJVxGYxCCGEyB5JwIRILzkWovbcnmhF7YXUeON95WGszSrZ5vb1Wl7F7RLef08yToKFCyHJ6xxlHvsW796TiTNFUa9sY15uMpfQoFA8crgNkRBCCNuRP6FF3vTfwvhdaeu00r5fP37rnHx+RoJV5dlbyVahmtleGG8OkwkiI+HKFbh61fh+8+viRVixAi5cgILVtlFxxFhOFljAJUw8XuNxRjQZwf3l77dZbEIIIaxHEjDh+m4ujP/vCcRdRrKVHHXrHJ8q4BcMlfrfGtXyLpfjhfFaw/XrdydTN7/uPH71KqSmZtxWwUJJ3Ci7gtIDxnLR8w8u5y/EsOBhvNj4RQKKBOQoTiGEEPYlCZhwLQlXby/1ELkLYg6lWxjvbSyEr9jTGNUqUj9tYbyP2V0kJpqfUF25AgkJGbfj6wv+/lCiBAQEwH2NNAVLXAK/kyT7nCAu/0miOMmV5BOcv3GSszFnAU2+QgGMu38cA4IHUCh/oZzdLyGEEA4hCZhwTjcXxt9WxHQXxF+8dU6BssZoVrlHbz2F6FP5roXxqakQnkEylVlCFROTcUj58kHJkreSqqAg43uJEreOefvFkFDgJNFuJ7lw4yQnIk9wMuokRyNPsCbqFPEp8XAD4wso41uGwCKBtAxoSUJyAgsPLuSLdp/TvVZ3699TIYQQdiMJmMj9/lsYv+vWqFb0vrsXxpdqC0XqoYvUI8a9HpejihtJ0/HMk6krV4ynCTOqR+zmditx8veHkJBbCVX6pOrml68vpJiSORN95r/E6kTkCbZHneRk5ElO7DtBeHz4bX0Uyl+ISn6VqFG8Bh2qdKCSXyUC/QKp5FeJioUrUsDz1nZDiSmJ9DzSk07VOtnuXgshhLALqYQvcg+tIe7M7QVMI3fB9RP/nZLiVpQoVY9LifU5HV2PQ5frse9sTS5cyn/bqFVycsZd+PllnkDdeaxoUSMJuz1EzeUbl42EKl2SdTItyTobcxaTNv13vqebJxWLVCSwiJFU/fc9Lcny8/KToqhCiByTSvjOR0bAhEMkxScQfeYA8Rd2oSN34xW/m8J6N15uUQCYtOJcVBX2nWvAtuMD2XasHrtO1+d8RFngVsJSsOCthKl8eWjQ4O6k6mZiVby4MU2YldjEWE5GneTPIxknWfEp8bedX9qnNIF+gTSv0PyuJKusb1ncbVgLTAghhHNyqQRMNuO2E60hNQFSrhtfybF3vU5OuE7U1Viiw69zI+o6CddjSY67jk6KpqLfAcoUOY+/uzFSdCPBmz1n67LrdC/2na/H2dh6hKfWwdfPx0ieysMDDSE0g6TK29vy8JNTkzkbc9ZIqjIYyboWd+22833z+RLoF0i1YtV4uPLDtyVZAUUCbpsmFEIIIcwhU5B5gSk5wyQp09fmnKszqZVwh1STG7HxvtxI8iHJ5IOHWwrlihznn4uhxPr1hCL18C5ZmRIl3SlRAgoVyvmWiFprrty4ciupuiPJunOa0MPNg4qFKxrTgkVuTQ/eTLKKFigq04RCiFxNpiCdj0uNgLkEUyqk3sh+YpTRa1OS+f17+Pz3pT18SUz14XqiP9E3KhER48PVSB8uXPXl3GUfrkX5EJvgy/UEH64n+JCvoC9+/j74l/ahZDlfygX4UDHQi8pVFGVKGolVYlwiW1asoMHQTuT3zn5B0+tJ1zkZefL2JCvqxH/H4pLjbju/lE8pAosE0qxCs7uSrLKFykrVeCGEEHYlf+vkhNaQGpf9xCij16nxWfd7k7sXePgaCZOnj/HaszB4l737eCavryf4cOqCL8dO+XD0pDfHj7tx4gQcPw6nT99eFDRfPggMhEqVoHJlqHy/8b1SJeN4wYJZh5zfOz/39wjN8ryb04TpR6/SJ1tX467edr5PPh8CiwRSpWgV2lZqe9tC94AiAXh7ZmOuUgghhLARScCysvM1uLwWPApCShyk3ByNSkuaMHMK180z40TIp7jZydLtrwuCGaM2JhOcP89/SVX67ydOwLXblztRrJiRVDVqBE88YSRXNxOuMmXA3UrrybXWXI27etcU4X/ThNFnSU03zemu3P97mrBrja53PU1YrEAxmSYUQgjhNCQBy0r4PxD5LxSqBT6B4Ol7a5rO04LEyd2Mx++yKS7OSKaOHTdx9Hgyx04mc+JUCifPJHPmXDLJqSnglgzuybh5pFC6XDJlyiXTrFEKpcokU7JMMv6lUiheIpl8XsmkmFJITk0m2WS8PpiazJ4LyaScM46nmFJINiVn/tp0dxs3XyelJnE66jThceHEpdw+TViiYAkq+VXi/nL306dOn9uSrHKFysk0oRBCCJchf6NlYU+tr4g8t5KUoveRjLo76UhKITkhmeTUWFJMkfdOTMxMUjJ6nZCcQnxiMglJySSlpKS9l4yJFLQykitU2mhc8bSvDJZjmoDzaV8AJAGn0r4s5K7c8XDzwNPdE083T7NeR8ZHcjbmLI9UfYSHKz9MYJFAAv0CCSwSSMF8ZsxhCiGEEC5AErAsPLvqRbac25Lt681NUtyVB6ZkT1KSPElK8CApviAJcZ7E3/AgLtaT1GRPMHlAqieYPCno7UFxX0/8CnlStIgHxfw8Ke7nSYniHhTy8cTTwsTI0tfubu64Kbesb8AdElMSWXFkBZ2qdSK/R/YX4QshhBDOTBKwLHSp3oV/zv3D+63e56FKD2U7SdHa2PLm5tqrO9djnTt3+3Y43t63r79K/z0gAPI7ae6S3yM/oUFZL8IXQgghXJkkYFl4ucnLVC1a1awRm+RkOHv27uTq5vc7N3EuVcpIqlq1ujvJKlky5/WwhBBCCJE7SQKWhTtHbKKjM06ujh+HM2cyLttQuTI0b357gmVu2QYhhBBCuB5JwLLwxRewZAkkJsLJkxARcfv7N8s2NG4MvXvfnmSVLXv3Zs5CCCGEEJKAZWH2bNi1C+rWhe7db58qDAyEwoUdHaEQQgghnI0kYFn4+2/45Rfo1Ml5F74LIYQQIneRBCwLXl4QKg/tCSGEEMKKZIWSEEIIIYSdSQImhBBCCGFnuT4BU0pVUkqFKaUWOjoWIYQQQghrsGkCppSaqpS6opTad8fx9kqpw0qpY0qp1+/Vhtb6hNb6aVvGKYQQQghhT7ZehD8d+A6YcfOAUsodmAC0Bc4B25RSywB34NM7rh+otb5i4xiFEEIIIezKpgmY1nqTUirgjsONgGNa6xMASqm5QBet9adAJ1vGI4QQQgiRGzhiDVhZ4Gy6n8+lHcuQUqqYUuoHIFgp9cY9zhuslNqulNp+9epV60UrhBBCCGFljqgDltEW0zqzk7XW4cCQrBrVWk8GJgOEhIRk2p4QQgghhKM5YgTsHFA+3c/lgAsOiEMIIYQQwiEckYBtA6oqpQKVUvmAXsAyazSslOqslJocHR1tjeaEEEIIIWzC1mUo5gB/A9WVUueUUk9rrVOAF4DVwEFgvtZ6vzX601ov11oPLiw7ZAshhBAiF7P1U5BPZHJ8JbDSln0LIYQQQuRWSmvXW6+ulLoKnM7grcLAnfOT5hy78+fiwLUchnkvGcVkzeuyOi+z98097ur3L6tzLX1PfgfNf1/un3nn2fp30Nb3L7OYrHmdq/0OVtRa+1uxPWFrWus88wVMzs6xDH7ebu84rXldVudl9r65x139/mV1rqXvye9gzn4H5f7Z/3fQ1vcvN99DZ/kdlK/c/5Xr94K0suXZPJbRObaU3f7MvS6r8zJ739zjrn7/sjrX0vfkd9D89+X+mXee/A7m/Dxn/x0UuZxLTkHamlJqu9Y6xNFxOCu5fzkn9zBn5P7ljNy/nJN7KPLaCJi1THZ0AE5O7l/OyT3MGbl/OSP3L+fkHuZxMgImhBBCCGFnMgImhBBCCGFnkoAJIYQQQtiZJGBCCCGEEHYmCVgOKaUqKaXClFILHR2Ls1JKdVVKTVFKLVVKtXN0PM5GKVVTKfWDUmqhUuo5R8fjrJRSBZVSO5RSnRwdi7NRSrVSSm1O+z1s5eh4nI1Syk0p9bFS6lul1FOOjkfYhyRgGVBKTVVKXVFK7bvjeHul1GGl1DGl1OsAWusTWuunHRNp7mXhPVyitR4E9Ad6OiDcXMfC+3dQaz0E6AHIY+1pLLmHaUYB8+0bZe5l4f3TwHXACzhn71hzIwvvXxegLJCM3L88QxKwjE0H2qc/oJRyByYAHYAg4AmlVJD9Q3Ma07H8Hr6V9r6w8P4ppR4F/gDW2TfMXG06Zt5DpdRDwAHgsr2DzMWmY/7v4GatdQeMJPZ9O8eZW03H/PtXHfhbaz0CkFHsPEISsAxorTcBEXccbgQcSxvxSgLmYvyrRWTAknuoDJ8Bq7TWO+0da25k6e+g1nqZ1rop0Me+keZeFt7D1kAToDcwSCmV5/9stOT+aa1Nae9HAvntGGauZeHv3zmMeweQar8ohSN5ODoAJ1IWOJvu53NAY6VUMeBjIFgp9YbW+lOHROccMryHwIvAQ0BhpVQVrfUPjgjOCWT2O9gKeBzjL76V9g/LqWR4D7XWLwAopfoD19IlFOJ2mf0OPg48DBQBvnNAXM4isz8DvwG+VUo9AGxyRGDC/iQBM5/K4JjWWocDQ+wdjJPK7B6OB8bbOxgnlNn92whstG8oTivDe/jfC62n2y8Up5TZ7+BiYLG9g3FCmd2/OEDWEucxeX6Y3QLngPLpfi4HXHBQLM5K7mHOyP3LObmHOSP3L2fk/on/SAJmvm1AVaVUoFIqH9ALWObgmJyN3MOckfuXc3IPc0buX87I/RP/kQQsA0qpOcDfQHWl1Dml1NNa6xTgBWA1cBCYr7Xe78g4czO5hzkj9y/n5B7mjNy/nJH7J7Iim3ELIYQQQtiZjIAJIYQQQtiZJGBCCCGEEHYmCZgQQgghhJ1JAiaEEEIIYWeSgAkhhBBC2JkkYEIIIYQQdiYJmBAuTCm1USkVYod+himlDiqlZpl5foBSap+t48qk7yJKqaGO6FsIIW6SBEwIkSGllCV7xQ4FHtFa97FVPFZUBCNeIYRwGEnAhHCwtNGgg0qpKUqp/Uqp35RSBdLe+28ESylVXCl1Ku11f6XUEqXUcqXUSaXUC0qpEUqpf5VSW5RSRdN10Vcp9ZdSap9SqlHa9QWVUlOVUtvSrumSrt0FSqnlwG8ZxDoirZ19Sqnhacd+ACoBy5RSL99xvrtS6ou0fvYopZ7NoM0Mz1FKtVJK/a6Umq+UOqKUGqOU6qOU2qqU2quUqpx2nr9SalHa9duUUs3Sjr+X9hk3KqVOKKWGpXU5BqislNqV1m9ppdSmtJ/3KaUeyN5/SSGEMJ8l/8IVQthOVeAJrfUgpdR8IBSYmcU1tYFgwAs4BozSWgcrpcYC/YBxaecV1Fo3VUq1AKamXTcaWK+1HqiUKgJsVUqtTTv/fqCu1joifWdKqYbAAKAxoIB/lFK/a62HKKXaA6211tfuiPFpIFprfZ9SKj/wp1LqN0CbcQ5APaAmEAGcAH7UWjdSSr0EvAgMB74Bxmqt/1BKVcDY5qVm2vU1gNaAL3BYKfU98DpQW2tdP+1zvQKs1lp/rJRyB7yzuO9CCJFjkoAJkTuc1FrvSnu9Awgw45oNWutYIFYpFQ0sTzu+F6ib7rw5AFrrTUqpQmkJVzvgUaXUyLRzvIAKaa/X3Jl8pWkO/Ky1vgGglFoMPAD8e48Y2wF1lVLd0n4ujJFsHjHjnCRgm9b6Ylp/x7k1KrcXI7ECeAgIUkrdbK+QUso37fUvWutEIFEpdQUomUGM24CpSilPYEm6/w5CCGEzkoAJkTskpnudChRIe53CraUCXve4xpTuZxO3/79954avGmMEK1RrfTj9G0qpxsCNTGJUmRy/FwW8qLVefUc/AWac0wrzPqMbcL/WOv6O6+Hu+3rXn3lpiWkLoCPwP6XUF1rrGWZ8NiGEyDZZAyZE7nYKaJj2uts9zruXngBKqeYYU33RGNN0L6q0LEUpFWxGO5uArkopb6VUQeAxYHMW16wGnksbXUIpVS3tWkvPuZffgBdu/qCUqp/F+bEYU5I3z68IXNFaTwHCgAYW9C2EENkiI2BC5G5fAvOVUk8C67PZRqRS6i+gEDAw7diHGGvE9qQlYaeATvdqRGu9Uyk1HdiaduhHrfW9ph8BfsSYTt2Z1s9VoGs2zrmXYcAEpdQejD/TNgFD7vE5wpVSfyqjDMYqYB/wqlIqGbiOsX5OCCFsSml95+yEEEIIIYSwJZmCFEIIIYSwM0nAhBBCCCHsTBIwIYQQQgg7kwRMCCGEEMLOJAETQgghhLAzScCEEEIIIexMEjAhhBBCCDuTBEwIIYQQws7+D5jUqRRPm65bAAAAAElFTkSuQmCC\n", "text/plain": [ - "(10.0, 1000000.0)" + "
" ] }, - "execution_count": 136, - "metadata": {}, - "output_type": "execute_result" + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -1991,15 +1975,7 @@ } ], "source": [ - "trilinos = harmonic_total[\"package.solver\"] == \"no-pysparse\"\n", - "petsc = harmonic_total[\"package.solver\"] == \"petsc\"\n", - "scipy = harmonic_total[\"package.solver\"] == \"scipy\"\n", - "pysparse = harmonic_total[\"package.solver\"] == \"pysparse\"\n", - "\n", - "# plot_all(harmonic_total[pysparse | scipy])\n", - "plot_all(harmonic_total)\n", - "plt.ylim(bottom=1e-1, top=1e4)\n", - "plt.xlim(left=1e1, right=1e6)" + "plot_by_solver(arithmetic_total)" ] }, { @@ -2106,6 +2082,109 @@ "plot_all(harmonic_total)" ] }, + { + "cell_type": "markdown", + "id": "cdaf219f-2b38-463f-9f84-19a6095294b3", + "metadata": { + "tags": [] + }, + "source": [ + "#### harmonic" + ] + }, + { + "cell_type": "code", + "execution_count": 385, + "id": "20f5ef81-590d-4315-86bd-af05735675ce", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "events = []\n", + "for fname in glob.glob(\"../../../../solvers_and_timings/constant_diffusion/solver.*.log\"):\n", + " events.extend(read_events(fname))\n", + "\n", + "constant = events2df(events)\n", + "constant_total = extract_total_times(constant)" + ] + }, + { + "cell_type": "code", + "execution_count": 387, + "id": "07355364-a416-417c-809d-4a9a2386dc28", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plot_all(constant_total, color_by_suite=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 388, + "id": "354afc3d-5c23-4bc6-a4b0-226e2f23ff0b", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "events = []\n", + "for fname in glob.glob(\"../../../../solvers_and_timings/harmonic/solver.*.log\"):\n", + " events.extend(read_events(fname))\n", + "\n", + "harmonic = events2df(events)\n", + "harmonic_total = extract_total_times(harmonic)" + ] + }, + { + "cell_type": "code", + "execution_count": 390, + "id": "af8e380b-c3c6-4dfe-8b4d-69450fdc71bd", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plot_all(harmonic_total, color_by_suite=False)\n", + "plot_all(constant_total, color_by_suite=False)" + ] + }, { "cell_type": "markdown", "id": "ec40a762-abe6-487a-8cf2-acf1e395721e", From 0dd92d38b0248781b740b7599fe7ff8422764e8b Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 5 Aug 2022 18:47:08 -0400 Subject: [PATCH 147/303] Remove obsolete code --- examples/benchmarking/solvers/Analyze.ipynb | 1063 ++----------------- 1 file changed, 61 insertions(+), 1002 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index 6ebb53cb06..8ce2949f25 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -31,7 +31,9 @@ { "cell_type": "markdown", "id": "37d1b116-ff9f-4fda-916f-f273b38739cd", - "metadata": {}, + "metadata": { + "tags": [] + }, "source": [ "## utilities" ] @@ -309,7 +311,10 @@ { "cell_type": "markdown", "id": "dffcde65-e7b3-4ff5-a109-941c1bb474eb", - "metadata": {}, + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, "source": [ "### plot solutions" ] @@ -527,7 +532,8 @@ "id": "5f49bb32-7bf5-4569-9070-b239105b88e8", "metadata": { "jp-MarkdownHeadingCollapsed": true, - "tags": [] + "tags": [], + "toc-hr-collapsed": true }, "source": [ "## diffusion" @@ -536,7 +542,10 @@ { "cell_type": "markdown", "id": "55b81d6e-9b08-4bf3-a0b4-f0e8819dd49f", - "metadata": {}, + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, "source": [ "### macOS" ] @@ -734,7 +743,10 @@ { "cell_type": "markdown", "id": "5d95d2bb-72d9-479c-a070-ac1cb969066b", - "metadata": {}, + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, "source": [ "### GPUs" ] @@ -973,882 +985,10 @@ "plot_by_solver(linux_total)" ] }, - { - "cell_type": "code", - "execution_count": 261, - "id": "f862cc38-8a37-4750-8977-1d9d4300954f", - "metadata": {}, - "outputs": [], - "source": [ - "solves = linux.groupby(\"simulation_id\")" - ] - }, - { - "cell_type": "code", - "execution_count": 262, - "id": "27d5db34-43f7-43f2-8f6e-0f7f675a0cac", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "0 NaT\n", - "1 0 days 00:00:00.034000\n", - "2 0 days 00:00:00.012000\n", - "3 0 days 00:00:00.010000\n", - "4 0 days 00:00:00.011000\n", - " ... \n", - "272 0 days 00:00:00.010000\n", - "273 0 days 00:00:00.009000\n", - "274 0 days 00:00:00.010000\n", - "275 0 days 00:00:00.009000\n", - "276 0 days 00:00:00.010000\n", - "Name: time_stamp, Length: 256, dtype: timedelta64[ns]" - ] - }, - "execution_count": 262, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "solves[\"time_stamp\"].diff()" - ] - }, - { - "cell_type": "code", - "execution_count": 263, - "id": "f2483b39-da3b-492f-89b5-56f1ffa0b206", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "0 NaT\n", - "1 0 days 00:00:00.034000\n", - "2 0 days 00:00:00.012000\n", - "3 0 days 00:00:00.010000\n", - "4 0 days 00:00:00.011000\n", - " ... \n", - "273 0 days 00:00:00.009000\n", - "274 0 days 00:00:00.010000\n", - "275 0 days 00:00:00.009000\n", - "276 0 days 00:00:00.010000\n", - "277 0 days 00:00:00\n", - "Name: time_stamp, Length: 278, dtype: timedelta64[ns]" - ] - }, - "execution_count": 263, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "linux[\"time_stamp\"].diff()" - ] - }, - { - "cell_type": "code", - "execution_count": 264, - "id": "274f774c-7f1f-4412-9060-7b5122e01ffa", - "metadata": {}, - "outputs": [], - "source": [ - "linux[\"solve_time\"] = pd.to_timedelta(linux[\"solve_time\"])\n", - "linux[\"elapsed_time\"] = linux[\"time_stamp\"].diff()" - ] - }, - { - "cell_type": "code", - "execution_count": 265, - "id": "0d0c9fd5-0dc3-4b76-952d-3bfaefa6dc0f", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
solve_timeelapsed_time
0NaTNaT
10 days 00:00:000 days 00:00:00.034000
20 days 00:00:000 days 00:00:00.012000
30 days 00:00:000 days 00:00:00.010000
40 days 00:00:00.0010000 days 00:00:00.011000
.........
2730 days 00:00:000 days 00:00:00.009000
2740 days 00:00:000 days 00:00:00.010000
2750 days 00:00:000 days 00:00:00.009000
2760 days 00:00:000 days 00:00:00.010000
2770 days 00:00:000 days 00:00:00
\n", - "

278 rows × 2 columns

\n", - "
" - ], - "text/plain": [ - " solve_time elapsed_time\n", - "0 NaT NaT\n", - "1 0 days 00:00:00 0 days 00:00:00.034000\n", - "2 0 days 00:00:00 0 days 00:00:00.012000\n", - "3 0 days 00:00:00 0 days 00:00:00.010000\n", - "4 0 days 00:00:00.001000 0 days 00:00:00.011000\n", - ".. ... ...\n", - "273 0 days 00:00:00 0 days 00:00:00.009000\n", - "274 0 days 00:00:00 0 days 00:00:00.010000\n", - "275 0 days 00:00:00 0 days 00:00:00.009000\n", - "276 0 days 00:00:00 0 days 00:00:00.010000\n", - "277 0 days 00:00:00 0 days 00:00:00\n", - "\n", - "[278 rows x 2 columns]" - ] - }, - "execution_count": 265, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "linux[[\"solve_time\", \"elapsed_time\"]]" - ] - }, - { - "cell_type": "code", - "execution_count": 266, - "id": "3140f9b9-a7e6-4597-b5f1-2bd8d08fa279", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - ">" - ] - }, - "execution_count": 266, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "solves.aggregate" - ] - }, - { - "cell_type": "code", - "execution_count": 267, - "id": "b453d2a6-fb61-4a41-b365-f2c5f92ad41b", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
solve_timeelapsed_time
uuid
011ff832-3b7e-4dfd-b535-0b835391cc920 days 00:00:05.589000-1 days +23:59:33.538000
05ccc533-c3db-4958-8422-fec537c06bac0 days 00:00:00.113000-1 days +23:52:49.667000
061b6461-8f2c-4897-8a1c-e4b83c9c1f1d0 days 00:06:30.7350000 days 00:07:01.217000
07180d7c-80cf-4829-8bff-e5e196c5f9550 days 00:00:00.0010000 days 00:00:00.130000
0a7b95f2-964a-43fe-a467-cb987844f50e0 days 00:00:00.155000-1 days +23:59:59.810000
0d861518-a3a3-4570-8c0e-ec3a8fdc66910 days 00:00:00.0050000 days 00:00:00.060000
3aefdfef-6b21-41a8-b6c0-fff1538f7d270 days 00:00:02.1240000 days 00:00:02.554000
3c6f9430-ae6e-4d48-a8ba-b8b17f7805f80 days 00:02:46.8400000 days 00:03:20.485000
3da619b9-d387-4379-b3fb-5bba86a5858d0 days 00:00:00.249000-1 days +23:59:58.050000
3fc2d3cf-d743-4af5-bb65-f0e47fc712410 days 00:00:00.0020000 days 00:00:00.101000
41c491e8-1dc6-4ff6-9c07-3326780808a00 days 00:00:03.291000-1 days +23:43:44.129000
63458c23-2510-4147-a6c7-4920ad3c49730 days 00:00:00.2730000 days 00:00:00.660000
65045095-44ec-429d-bf42-3af919a1ea730 days 00:15:43.9850000 days 00:16:22.892000
667bc1b4-b8e5-4fe5-9a17-53ef1f7438280 days 00:00:00.002000-1 days +23:59:59.967000
6c09f7b9-9286-4413-b7db-088e99d837920 days 00:00:00.003000-1 days +23:59:59.896000
753eed3b-bda5-4461-a670-b0e33abbba7a0 days 00:00:32.0230000 days 00:00:08.188000
89901a97-498b-4d77-98a5-d5d7e1ac90500 days 00:00:00.006000-1 days +23:59:59.981000
a9542608-780c-4a74-b2d2-b31f72946aa20 days 00:00:00.0010000 days 00:00:00.034000
aa8815cd-809f-4539-8351-087ac5fb6e100 days 00:00:23.7450000 days 00:00:26.926000
b96bf0ed-84fd-43c9-836e-f9db774b67f60 days 00:00:00.016000-1 days +23:59:59.904000
c86eeda9-965b-4f3a-8bad-bc3baf6e439c0 days 00:00:00.003000-1 days +23:56:32.375000
caa5461e-b3d7-477c-9b1d-75d8f47db0410 days 00:00:00.008000-1 days +23:59:03.516000
daad5ac4-767c-42ff-92c9-7a94e1f3ed3c0 days 00:00:00.002000-1 days +23:59:59.523000
dbd23c54-4523-4855-bf1b-cf26cc6d576f0 days 00:00:26.0250000 days 00:00:56.449000
\n", - "
" - ], - "text/plain": [ - " solve_time \\\n", - "uuid \n", - "011ff832-3b7e-4dfd-b535-0b835391cc92 0 days 00:00:05.589000 \n", - "05ccc533-c3db-4958-8422-fec537c06bac 0 days 00:00:00.113000 \n", - "061b6461-8f2c-4897-8a1c-e4b83c9c1f1d 0 days 00:06:30.735000 \n", - "07180d7c-80cf-4829-8bff-e5e196c5f955 0 days 00:00:00.001000 \n", - "0a7b95f2-964a-43fe-a467-cb987844f50e 0 days 00:00:00.155000 \n", - "0d861518-a3a3-4570-8c0e-ec3a8fdc6691 0 days 00:00:00.005000 \n", - "3aefdfef-6b21-41a8-b6c0-fff1538f7d27 0 days 00:00:02.124000 \n", - "3c6f9430-ae6e-4d48-a8ba-b8b17f7805f8 0 days 00:02:46.840000 \n", - "3da619b9-d387-4379-b3fb-5bba86a5858d 0 days 00:00:00.249000 \n", - "3fc2d3cf-d743-4af5-bb65-f0e47fc71241 0 days 00:00:00.002000 \n", - "41c491e8-1dc6-4ff6-9c07-3326780808a0 0 days 00:00:03.291000 \n", - "63458c23-2510-4147-a6c7-4920ad3c4973 0 days 00:00:00.273000 \n", - "65045095-44ec-429d-bf42-3af919a1ea73 0 days 00:15:43.985000 \n", - "667bc1b4-b8e5-4fe5-9a17-53ef1f743828 0 days 00:00:00.002000 \n", - "6c09f7b9-9286-4413-b7db-088e99d83792 0 days 00:00:00.003000 \n", - "753eed3b-bda5-4461-a670-b0e33abbba7a 0 days 00:00:32.023000 \n", - "89901a97-498b-4d77-98a5-d5d7e1ac9050 0 days 00:00:00.006000 \n", - "a9542608-780c-4a74-b2d2-b31f72946aa2 0 days 00:00:00.001000 \n", - "aa8815cd-809f-4539-8351-087ac5fb6e10 0 days 00:00:23.745000 \n", - "b96bf0ed-84fd-43c9-836e-f9db774b67f6 0 days 00:00:00.016000 \n", - "c86eeda9-965b-4f3a-8bad-bc3baf6e439c 0 days 00:00:00.003000 \n", - "caa5461e-b3d7-477c-9b1d-75d8f47db041 0 days 00:00:00.008000 \n", - "daad5ac4-767c-42ff-92c9-7a94e1f3ed3c 0 days 00:00:00.002000 \n", - "dbd23c54-4523-4855-bf1b-cf26cc6d576f 0 days 00:00:26.025000 \n", - "\n", - " elapsed_time \n", - "uuid \n", - "011ff832-3b7e-4dfd-b535-0b835391cc92 -1 days +23:59:33.538000 \n", - "05ccc533-c3db-4958-8422-fec537c06bac -1 days +23:52:49.667000 \n", - "061b6461-8f2c-4897-8a1c-e4b83c9c1f1d 0 days 00:07:01.217000 \n", - "07180d7c-80cf-4829-8bff-e5e196c5f955 0 days 00:00:00.130000 \n", - "0a7b95f2-964a-43fe-a467-cb987844f50e -1 days +23:59:59.810000 \n", - "0d861518-a3a3-4570-8c0e-ec3a8fdc6691 0 days 00:00:00.060000 \n", - "3aefdfef-6b21-41a8-b6c0-fff1538f7d27 0 days 00:00:02.554000 \n", - "3c6f9430-ae6e-4d48-a8ba-b8b17f7805f8 0 days 00:03:20.485000 \n", - "3da619b9-d387-4379-b3fb-5bba86a5858d -1 days +23:59:58.050000 \n", - "3fc2d3cf-d743-4af5-bb65-f0e47fc71241 0 days 00:00:00.101000 \n", - "41c491e8-1dc6-4ff6-9c07-3326780808a0 -1 days +23:43:44.129000 \n", - "63458c23-2510-4147-a6c7-4920ad3c4973 0 days 00:00:00.660000 \n", - "65045095-44ec-429d-bf42-3af919a1ea73 0 days 00:16:22.892000 \n", - "667bc1b4-b8e5-4fe5-9a17-53ef1f743828 -1 days +23:59:59.967000 \n", - "6c09f7b9-9286-4413-b7db-088e99d83792 -1 days +23:59:59.896000 \n", - "753eed3b-bda5-4461-a670-b0e33abbba7a 0 days 00:00:08.188000 \n", - "89901a97-498b-4d77-98a5-d5d7e1ac9050 -1 days +23:59:59.981000 \n", - "a9542608-780c-4a74-b2d2-b31f72946aa2 0 days 00:00:00.034000 \n", - "aa8815cd-809f-4539-8351-087ac5fb6e10 0 days 00:00:26.926000 \n", - "b96bf0ed-84fd-43c9-836e-f9db774b67f6 -1 days +23:59:59.904000 \n", - "c86eeda9-965b-4f3a-8bad-bc3baf6e439c -1 days +23:56:32.375000 \n", - "caa5461e-b3d7-477c-9b1d-75d8f47db041 -1 days +23:59:03.516000 \n", - "daad5ac4-767c-42ff-92c9-7a94e1f3ed3c -1 days +23:59:59.523000 \n", - "dbd23c54-4523-4855-bf1b-cf26cc6d576f 0 days 00:00:56.449000 " - ] - }, - "execution_count": 267, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "linux.groupby(\"simulation_id\")[[\"solve_time\", \"elapsed_time\"]].sum(numeric_only=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 268, - "id": "c11fcb3f-0cff-4c00-92c0-2fee5602e4ea", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "solve_time 0 days 00:00:05.589000\n", - "elapsed_time 0 days 00:00:09.252000\n", - "dtype: timedelta64[ns]\n", - "solve_time 0 days 00:00:00.113000\n", - "elapsed_time 0 days 00:00:00.281000\n", - "dtype: timedelta64[ns]\n", - "solve_time 0 days 00:06:30.735000\n", - "elapsed_time 0 days 00:07:09.984000\n", - "dtype: timedelta64[ns]\n", - "solve_time 0 days 00:00:00.001000\n", - "elapsed_time 0 days 00:00:00.130000\n", - "dtype: timedelta64[ns]\n", - "solve_time 0 days 00:00:00.155000\n", - "elapsed_time 0 days 00:00:00.599000\n", - "dtype: timedelta64[ns]\n", - "solve_time 0 days 00:00:00.005000\n", - "elapsed_time 0 days 00:00:00.143000\n", - "dtype: timedelta64[ns]\n", - "solve_time 0 days 00:00:02.124000\n", - "elapsed_time 0 days 00:00:02.640000\n", - "dtype: timedelta64[ns]\n", - "solve_time 0 days 00:02:46.840000\n", - "elapsed_time 0 days 00:03:27.083000\n", - "dtype: timedelta64[ns]\n", - "solve_time 0 days 00:00:00.249000\n", - "elapsed_time 0 days 00:00:00.729000\n", - "dtype: timedelta64[ns]\n", - "solve_time 0 days 00:00:00.002000\n", - "elapsed_time 0 days 00:00:00.130000\n", - "dtype: timedelta64[ns]\n", - "solve_time 0 days 00:00:03.291000\n", - "elapsed_time 0 days 00:00:07.210000\n", - "dtype: timedelta64[ns]\n", - "solve_time 0 days 00:00:00.273000\n", - "elapsed_time 0 days 00:00:00.742000\n", - "dtype: timedelta64[ns]\n", - "solve_time 0 days 00:15:43.985000\n", - "elapsed_time 0 days 00:16:22.446000\n", - "dtype: timedelta64[ns]\n", - "solve_time 0 days 00:00:00.002000\n", - "elapsed_time 0 days 00:00:00.117000\n", - "dtype: timedelta64[ns]\n", - "solve_time 0 days 00:00:00.003000\n", - "elapsed_time 0 days 00:00:00.071000\n", - "dtype: timedelta64[ns]\n", - "solve_time 0 days 00:00:32.023000\n", - "elapsed_time 0 days 00:00:35.785000\n", - "dtype: timedelta64[ns]\n", - "solve_time 0 days 00:00:00.006000\n", - "elapsed_time 0 days 00:00:00.154000\n", - "dtype: timedelta64[ns]\n", - "solve_time 0 days 00:00:00.001000\n", - "elapsed_time 0 days 00:00:00.134000\n", - "dtype: timedelta64[ns]\n", - "solve_time 0 days 00:00:23.745000\n", - "elapsed_time 0 days 00:00:27.504000\n", - "dtype: timedelta64[ns]\n", - "solve_time 0 days 00:00:00.016000\n", - "elapsed_time 0 days 00:00:00.187000\n", - "dtype: timedelta64[ns]\n", - "solve_time 0 days 00:00:00.003000\n", - "elapsed_time 0 days 00:00:00.147000\n", - "dtype: timedelta64[ns]\n", - "solve_time 0 days 00:00:00.008000\n", - "elapsed_time 0 days 00:00:00.172000\n", - "dtype: timedelta64[ns]\n", - "solve_time 0 days 00:00:00.002000\n", - "elapsed_time 0 days 00:00:00.125000\n", - "dtype: timedelta64[ns]\n", - "solve_time 0 days 00:00:26.025000\n", - "elapsed_time 0 days 00:00:55.976000\n", - "dtype: timedelta64[ns]\n" - ] - } - ], - "source": [ - "for solve, group in solves:\n", - " group[\"solve_time\"] = pd.to_timedelta(group[\"solve_time\"])\n", - " group[\"elapsed_time\"] = group[\"time_stamp\"].diff()\n", - " print(group[[\"solve_time\", \"elapsed_time\"]].sum())" - ] - }, - { - "cell_type": "code", - "execution_count": 269, - "id": "dd21b396-b617-458a-a1de-2bd99a2faffb", - "metadata": {}, - "outputs": [ - { - "ename": "AttributeError", - "evalue": "'DataFrameGroupBy' object has no attribute 'loc'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", - "Input \u001b[0;32mIn [269]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43msolves\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mloc\u001b[49m[asolve[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msolve_time\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m.\u001b[39misna(), \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msolve_time\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m0\u001b[39m\n", - "File \u001b[0;32m~/mambaforge/envs/fipy3k_again/lib/python3.10/site-packages/pandas/core/groupby/groupby.py:904\u001b[0m, in \u001b[0;36mGroupBy.__getattr__\u001b[0;34m(self, attr)\u001b[0m\n\u001b[1;32m 901\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m attr \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mobj:\n\u001b[1;32m 902\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m[attr]\n\u001b[0;32m--> 904\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mAttributeError\u001b[39;00m(\n\u001b[1;32m 905\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mtype\u001b[39m(\u001b[38;5;28mself\u001b[39m)\u001b[38;5;241m.\u001b[39m\u001b[38;5;18m__name__\u001b[39m\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m object has no attribute \u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mattr\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 906\u001b[0m )\n", - "\u001b[0;31mAttributeError\u001b[0m: 'DataFrameGroupBy' object has no attribute 'loc'" - ] - } - ], - "source": [ - "solves.loc[asolve[\"solve_time\"].isna(), \"solve_time\"] = 0" - ] - }, - { - "cell_type": "code", - "execution_count": 270, - "id": "909fa4fa-09d3-4a67-bb8c-addefb395f16", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "011ff832-3b7e-4dfd-b535-0b835391cc92\n", - "05ccc533-c3db-4958-8422-fec537c06bac\n", - "061b6461-8f2c-4897-8a1c-e4b83c9c1f1d\n", - "07180d7c-80cf-4829-8bff-e5e196c5f955\n", - "0a7b95f2-964a-43fe-a467-cb987844f50e\n", - "0d861518-a3a3-4570-8c0e-ec3a8fdc6691\n", - "3aefdfef-6b21-41a8-b6c0-fff1538f7d27\n", - "3c6f9430-ae6e-4d48-a8ba-b8b17f7805f8\n", - "3da619b9-d387-4379-b3fb-5bba86a5858d\n", - "3fc2d3cf-d743-4af5-bb65-f0e47fc71241\n", - "41c491e8-1dc6-4ff6-9c07-3326780808a0\n", - "63458c23-2510-4147-a6c7-4920ad3c4973\n", - "65045095-44ec-429d-bf42-3af919a1ea73\n", - "667bc1b4-b8e5-4fe5-9a17-53ef1f743828\n", - "6c09f7b9-9286-4413-b7db-088e99d83792\n", - "753eed3b-bda5-4461-a670-b0e33abbba7a\n", - "89901a97-498b-4d77-98a5-d5d7e1ac9050\n", - "a9542608-780c-4a74-b2d2-b31f72946aa2\n", - "aa8815cd-809f-4539-8351-087ac5fb6e10\n", - "b96bf0ed-84fd-43c9-836e-f9db774b67f6\n", - "c86eeda9-965b-4f3a-8bad-bc3baf6e439c\n", - "caa5461e-b3d7-477c-9b1d-75d8f47db041\n", - "daad5ac4-767c-42ff-92c9-7a94e1f3ed3c\n", - "dbd23c54-4523-4855-bf1b-cf26cc6d576f\n" - ] - } - ], - "source": [ - "for solve, group in solves:\n", - " print(solve)\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 433, - "id": "2c2fbb35-951a-4cf1-9a86-5e05580f2b0e", - "metadata": {}, - "outputs": [], - "source": [ - "asolve = linux[linux[\"simulation_id\"] == uuid.UUID('0093efb7-99b5-4454-9700-fcefb02645d1')]" - ] - }, - { - "cell_type": "code", - "execution_count": 417, - "id": "2d541840-5871-4125-af6f-34921ec2d152", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Index(['state', 'numberOfElements', 'sweeps', 'preconditioner', 'time_stamp',\n", - " 'solver_class', 'uuid', 'python', 'fipy', 'numpy', 'pysparse', 'scipy',\n", - " 'matplotlib', 'mpi4py', 'petsc4py', 'pyamgx', 'PyTrilinos', 'mayavi',\n", - " 'gmsh', 'solver_suite', 'solver', 'iterations', 'residual', 'criterion',\n", - " 'actual_code', 'status_name', 'status_code', 'max_iterations',\n", - " 'ksp_solver', 'ksp_precon', 'ksp_norm_type', 'solve_time'],\n", - " dtype='object')" - ] - }, - "execution_count": 417, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "asolve.keys()" - ] - }, - { - "cell_type": "code", - "execution_count": 434, - "id": "2aeecc65-1b39-4534-b7f6-3b37fe26ef8d", - "metadata": {}, - "outputs": [], - "source": [ - "# asolve.loc[asolve[\"solve_time\"].isna(), \"solve_time\"] = 0\n", - "asolve[\"solve_time\"] = pd.to_timedelta(asolve[\"solve_time\"])" - ] - }, - { - "cell_type": "code", - "execution_count": 434, - "id": "85bfb8d0", - "metadata": {}, - "outputs": [], - "source": [ - "# asolve.loc[asolve[\"solve_time\"].isna(), \"solve_time\"] = 0\n", - "asolve[\"solve_time\"] = pd.to_timedelta(asolve[\"solve_time\"])" - ] - }, - { - "cell_type": "code", - "execution_count": 435, - "id": "ad0eca0e-7cf4-4979-af9a-fac79aaeb616", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_57027/2222063191.py:1: SettingWithCopyWarning: \n", - "A value is trying to be set on a copy of a slice from a DataFrame.\n", - "Try using .loc[row_indexer,col_indexer] = value instead\n", - "\n", - "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", - " asolve[\"elapsed_time\"] = asolve[\"time_stamp\"].diff()\n" - ] - } - ], - "source": [ - "asolve[\"elapsed_time\"] = asolve[\"time_stamp\"].diff()" - ] - }, - { - "cell_type": "code", - "execution_count": 436, - "id": "d49845dc-ec91-4b01-a192-983055a054f6", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "solve_time 0 days 00:00:00.016000\n", - "elapsed_time 0 days 00:00:00.187000\n", - "dtype: timedelta64[ns]" - ] - }, - "execution_count": 436, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "asolve[[\"solve_time\", \"elapsed_time\"]].sum()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "d2e738d7-425f-4141-915c-fcb3b4dc38c9", - "metadata": {}, - "outputs": [], - "source": [ - "df2[\"time_delta\"] = df2[\"time_stamp\"].diff()\n", - "df2[\"elapsed_seconds\"] = df2[\"time_delta\"] / pd.Timedelta(\"00:00:01\")" - ] - }, - { - "cell_type": "code", - "execution_count": 416, - "id": "7d0425f3-98ee-467a-a39c-0bfdb0abb6f3", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_57027/4129826495.py:2: SettingWithCopyWarning: \n", - "A value is trying to be set on a copy of a slice from a DataFrame.\n", - "Try using .loc[row_indexer,col_indexer] = value instead\n", - "\n", - "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", - " asolve[\"solve_time\"] = pd.to_timedelta(asolve[\"solve_time\"])\n" - ] - }, - { - "ename": "KeyError", - "evalue": "'elapsed_time'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", - "File \u001b[0;32m~/mambaforge/envs/fipy3k_again/lib/python3.10/site-packages/pandas/core/indexes/base.py:3621\u001b[0m, in \u001b[0;36mIndex.get_loc\u001b[0;34m(self, key, method, tolerance)\u001b[0m\n\u001b[1;32m 3620\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m-> 3621\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_engine\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_loc\u001b[49m\u001b[43m(\u001b[49m\u001b[43mcasted_key\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 3622\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m err:\n", - "File \u001b[0;32m~/mambaforge/envs/fipy3k_again/lib/python3.10/site-packages/pandas/_libs/index.pyx:136\u001b[0m, in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[0;34m()\u001b[0m\n", - "File \u001b[0;32m~/mambaforge/envs/fipy3k_again/lib/python3.10/site-packages/pandas/_libs/index.pyx:163\u001b[0m, in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[0;34m()\u001b[0m\n", - "File \u001b[0;32mpandas/_libs/hashtable_class_helper.pxi:5198\u001b[0m, in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[0;34m()\u001b[0m\n", - "File \u001b[0;32mpandas/_libs/hashtable_class_helper.pxi:5206\u001b[0m, in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[0;34m()\u001b[0m\n", - "\u001b[0;31mKeyError\u001b[0m: 'elapsed_time'", - "\nThe above exception was the direct cause of the following exception:\n", - "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", - "Input \u001b[0;32mIn [416]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m asolve\u001b[38;5;241m.\u001b[39mloc[asolve[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msolve_time\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m.\u001b[39misna(), \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msolve_time\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m0\u001b[39m \u001b[38;5;66;03m# pd.to_timedelta(0)\u001b[39;00m\n\u001b[1;32m 2\u001b[0m asolve[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msolve_time\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m pd\u001b[38;5;241m.\u001b[39mto_timedelta(asolve[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msolve_time\u001b[39m\u001b[38;5;124m\"\u001b[39m])\n\u001b[0;32m----> 3\u001b[0m asolve\u001b[38;5;241m.\u001b[39mloc[\u001b[43masolve\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43melapsed_time\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m]\u001b[49m\u001b[38;5;241m.\u001b[39misna(), \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124melapsed_time\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m0\u001b[39m \u001b[38;5;66;03m# pd.to_timedelta(0)\u001b[39;00m\n\u001b[1;32m 4\u001b[0m asolve[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124melapsed_time\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m pd\u001b[38;5;241m.\u001b[39mto_timedelta(asolve[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124melapsed_time\u001b[39m\u001b[38;5;124m\"\u001b[39m])\n", - "File \u001b[0;32m~/mambaforge/envs/fipy3k_again/lib/python3.10/site-packages/pandas/core/frame.py:3505\u001b[0m, in \u001b[0;36mDataFrame.__getitem__\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m 3503\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcolumns\u001b[38;5;241m.\u001b[39mnlevels \u001b[38;5;241m>\u001b[39m \u001b[38;5;241m1\u001b[39m:\n\u001b[1;32m 3504\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_getitem_multilevel(key)\n\u001b[0;32m-> 3505\u001b[0m indexer \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcolumns\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_loc\u001b[49m\u001b[43m(\u001b[49m\u001b[43mkey\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 3506\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m is_integer(indexer):\n\u001b[1;32m 3507\u001b[0m indexer \u001b[38;5;241m=\u001b[39m [indexer]\n", - "File \u001b[0;32m~/mambaforge/envs/fipy3k_again/lib/python3.10/site-packages/pandas/core/indexes/base.py:3623\u001b[0m, in \u001b[0;36mIndex.get_loc\u001b[0;34m(self, key, method, tolerance)\u001b[0m\n\u001b[1;32m 3621\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_engine\u001b[38;5;241m.\u001b[39mget_loc(casted_key)\n\u001b[1;32m 3622\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m err:\n\u001b[0;32m-> 3623\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m(key) \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01merr\u001b[39;00m\n\u001b[1;32m 3624\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mTypeError\u001b[39;00m:\n\u001b[1;32m 3625\u001b[0m \u001b[38;5;66;03m# If we have a listlike key, _check_indexing_error will raise\u001b[39;00m\n\u001b[1;32m 3626\u001b[0m \u001b[38;5;66;03m# InvalidIndexError. Otherwise we fall through and re-raise\u001b[39;00m\n\u001b[1;32m 3627\u001b[0m \u001b[38;5;66;03m# the TypeError.\u001b[39;00m\n\u001b[1;32m 3628\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_check_indexing_error(key)\n", - "\u001b[0;31mKeyError\u001b[0m: 'elapsed_time'" - ] - } - ], - "source": [ - "asolve.loc[asolve[\"elapsed_time\"].isna(), \"elapsed_time\"] = 0 # pd.to_timedelta(0)\n", - "asolve[\"elapsed_time\"] = pd.to_timedelta(asolve[\"elapsed_time\"])" - ] - }, - { - "cell_type": "code", - "execution_count": 294, - "id": "b65b5b77-eb23-4a6e-beba-66d999eb2599", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 294, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(figsize=(8,6))\n", - "for label, group in linuxdf.groupby([\"package.solver\", \"solver_class\", \"preconditioner\"]):\n", - " group.plot(\"numberOfElements\", \"elapsed_seconds\", loglog=True, ax=ax, label=label)\n", - "plt.legend(bbox_to_anchor=(1., 1.))" - ] - }, - { - "cell_type": "code", - "execution_count": 295, - "id": "d26219d3-39ad-4598-8cff-204ba2441749", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for solver_class, group1 in linuxdf.groupby([\"solver_class\"]):\n", - " fig, ax = plt.subplots(figsize=(8,6))\n", - " for label, group2 in group1.groupby([\"package.solver\", \"preconditioner\"]):\n", - " group2.plot(\"numberOfElements\", \"elapsed_seconds\", loglog=True, ax=ax, label=label)\n", - " plt.legend()\n", - " plt.title(solver_class)" - ] - }, { "cell_type": "markdown", "id": "6d485c50-c630-4692-8724-509992f50ced", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -1857,7 +997,7 @@ }, { "cell_type": "code", - "execution_count": 391, + "execution_count": 397, "id": "cecb2f32-d736-4652-936b-53c277884a20", "metadata": { "tags": [] @@ -1865,12 +1005,6 @@ "outputs": [], "source": [ "events = []\n", - "# for fname in glob.glob(\"../../../../solvers_and_timings/harmonic/solver.*.log\"):\n", - "# events.extend(read_events(fname))\n", - "# for fname in glob.glob(\"../../../../solvers_and_timings/harmonic_right/solver.*.log\"):\n", - "# events.extend(read_events(fname))\n", - "# for fname in glob.glob(\"../../../../solvers_and_timings/constant_diffusion/solver.*.log\"):\n", - "# events.extend(read_events(fname))\n", "for fname in glob.glob(\"../../../../solvers_and_timings/arithmetic_diffusion/solver.*.log\"):\n", " events.extend(read_events(fname))\n", "\n", @@ -1880,7 +1014,7 @@ }, { "cell_type": "code", - "execution_count": 392, + "execution_count": 398, "id": "386076b9-74e2-4fea-a330-a50b4e73a11b", "metadata": {}, "outputs": [ @@ -1890,7 +1024,7 @@ "(10.0, 1000000.0)" ] }, - "execution_count": 392, + "execution_count": 398, "metadata": {}, "output_type": "execute_result" }, @@ -1980,49 +1114,30 @@ }, { "cell_type": "code", - "execution_count": 152, - "id": "c2c102ba-35bf-441b-9f25-e9a5042269da", + "execution_count": 394, + "id": "e8584436-7a06-4cfc-abca-2075b1490b9c", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "events = []\n", + "for fname in glob.glob(\"../../../../solvers_and_timings/harmonic_right/solver.*.log\"):\n", + " events.extend(read_events(fname))\n", + "\n", + "harmonic_right = events2df(events)\n", + "harmonic_right_total = extract_total_times(harmonic_right)" + ] + }, + { + "cell_type": "code", + "execution_count": 396, + "id": "b862e70d-c36e-4ded-99ed-ba9ec6d53077", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -2034,25 +1149,28 @@ } ], "source": [ - "for solver_class, group1 in harmonic_total.groupby([\"solver_class\"]):\n", - " fig, ax = plt.subplots(figsize=(8,6))\n", - " for label, group2 in group1.groupby([\"package.solver\", \"preconditioner\"]):\n", - " group2.plot(\"numberOfElements\", \"elapsed_seconds\", loglog=True, ax=ax, label=label)\n", - " plt.legend()\n", - " plt.title(solver_class)" + "plot_all(harmonic_right_total, color_by_suite=False)" + ] + }, + { + "cell_type": "markdown", + "id": "75a53ee3-50c5-43eb-9346-b15d49c39e7d", + "metadata": {}, + "source": [ + "#### harmonic" ] }, { "cell_type": "code", - "execution_count": 34, - "id": "e8584436-7a06-4cfc-abca-2075b1490b9c", + "execution_count": 400, + "id": "354afc3d-5c23-4bc6-a4b0-226e2f23ff0b", "metadata": { "tags": [] }, "outputs": [], "source": [ "events = []\n", - "for fname in glob.glob(\"../../../../solvers_and_timings/harmonic_right/solver.*.log\"):\n", + "for fname in glob.glob(\"../../../../solvers_and_timings/harmonic/solver.*.log\"):\n", " events.extend(read_events(fname))\n", "\n", "harmonic = events2df(events)\n", @@ -2061,13 +1179,13 @@ }, { "cell_type": "code", - "execution_count": 35, - "id": "b862e70d-c36e-4ded-99ed-ba9ec6d53077", + "execution_count": 401, + "id": "16745f8c-b0a2-43b4-9d21-b7f9fe001857", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -2079,7 +1197,7 @@ } ], "source": [ - "plot_all(harmonic_total)" + "plot_all(harmonic_total, color_by_suite=False)" ] }, { @@ -2089,7 +1207,7 @@ "tags": [] }, "source": [ - "#### harmonic" + "#### constant" ] }, { @@ -2132,23 +1250,6 @@ "plot_all(constant_total, color_by_suite=False)" ] }, - { - "cell_type": "code", - "execution_count": 388, - "id": "354afc3d-5c23-4bc6-a4b0-226e2f23ff0b", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "events = []\n", - "for fname in glob.glob(\"../../../../solvers_and_timings/harmonic/solver.*.log\"):\n", - " events.extend(read_events(fname))\n", - "\n", - "harmonic = events2df(events)\n", - "harmonic_total = extract_total_times(harmonic)" - ] - }, { "cell_type": "code", "execution_count": 390, @@ -2189,6 +1290,7 @@ "cell_type": "markdown", "id": "ec40a762-abe6-487a-8cf2-acf1e395721e", "metadata": { + "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -2330,7 +1432,9 @@ { "cell_type": "markdown", "id": "be9e2578-d5c0-4619-a1ea-19d6481d9fa4", - "metadata": {}, + "metadata": { + "tags": [] + }, "source": [ "## Compare solutions" ] @@ -2545,51 +1649,6 @@ " nucleation, key=\"phi\")" ] }, - { - "cell_type": "code", - "execution_count": 31, - "id": "2566fb0b-882c-4464-9f07-54797004614c", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "> \u001b[0;32m/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/4215461971.py\u001b[0m(4)\u001b[0;36mis_converged\u001b[0;34m()\u001b[0m\n", - "\u001b[0;32m 2 \u001b[0;31m \u001b[0mconverged\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m{\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0m\u001b[0;32m 3 \u001b[0;31m \u001b[0;32mfor\u001b[0m \u001b[0mpath\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mpaths\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0m\u001b[0;32m----> 4 \u001b[0;31m \u001b[0m_\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msuite\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msolver\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpreconditioner\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnumberOfElements\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0m_\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpath\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msplit\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'/'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0m\u001b[0;32m 5 \u001b[0;31m \u001b[0;32mif\u001b[0m \u001b[0mpreconditioner\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m\"NoneType\"\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0m\u001b[0;32m 6 \u001b[0;31m \u001b[0mpreconditioner\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m\"unpreconditioned\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0m\n" - ] - }, - { - "name": "stdin", - "output_type": "stream", - "text": [ - "ipdb> path.split('/')\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "['..', '..', '..', '..', 'solvers_and_timings', 'nucleation22', 'petsc', 'LinearPCGSolver', 'ILUPreconditioner', '9', 't=300.0.npz']\n" - ] - }, - { - "name": "stdin", - "output_type": "stream", - "text": [ - "ipdb> q\n" - ] - } - ], - "source": [ - "%debug" - ] - }, { "cell_type": "code", "execution_count": 42, From 79b99755995d1d1383fd411dcd42c427798c8b40 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sun, 7 Aug 2022 21:24:37 -0400 Subject: [PATCH 148/303] Rewrite `plot_error_matrix()` to use `DataFrame.groupby()` --- examples/benchmarking/solvers/Analyze.ipynb | 361 ++++++++++++++++---- 1 file changed, 298 insertions(+), 63 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index 8ce2949f25..462b5c7543 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -10,7 +10,7 @@ }, { "cell_type": "code", - "execution_count": 329, + "execution_count": 423, "id": "10cb75b9-d1a2-4ddc-90bf-68a382e059c4", "metadata": {}, "outputs": [], @@ -18,14 +18,16 @@ "import collections\n", "import glob\n", "import json\n", + "import os\n", + "import uuid\n", + "\n", "import numpy as np\n", "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", "from matplotlib.lines import Line2D\n", "from matplotlib.legend import Legend\n", "import pandas as pd\n", - "from scipy import ndimage\n", - "import uuid" + "from scipy import ndimage" ] }, { @@ -48,7 +50,7 @@ }, { "cell_type": "code", - "execution_count": 369, + "execution_count": 406, "id": "2f9b52f9-53f1-478b-8eea-a4c83f7d13c5", "metadata": {}, "outputs": [], @@ -90,6 +92,7 @@ " if msg.startswith(\"result stored in\"):\n", " continue\n", " state = json.loads(msg)\n", + " state[\"logfile\"] = fname\n", " state[\"time_stamp\"] = time_stamp\n", " state[\"solver_class\"] = logger.split('.')[-1]\n", " state[\"solve_time\"] = str(solve_time)\n", @@ -186,13 +189,13 @@ }, { "cell_type": "code", - "execution_count": 350, + "execution_count": 444, "id": "1663a78e-be26-47ad-bf6a-197ca146e04a", "metadata": {}, "outputs": [], "source": [ "def plot_all(df, color_by_suite=True,\n", - " group_by=[\"package.solver\", \"solver_class\", \"preconditioner\"]):\n", + " by=[\"package.solver\", \"solver_class\", \"preconditioner\"]):\n", " color_map = {\n", " 'no-pysparse': 'red',\n", " 'trilinos': 'red',\n", @@ -203,12 +206,12 @@ " }\n", " \n", " fig, ax = plt.subplots(figsize=(8,6))\n", - " groups = df.groupby(group_by + [\"numberOfElements\"])\n", - " groups = groups.agg(converged=(\"converged\", \"mean\"),\n", + " groups = df.groupby(by + [\"numberOfElements\"])\n", + " groups = groups.agg(converged=(\"converged\", \"all\"),\n", " count=(\"elapsed_seconds\", \"count\"),\n", " mean=(\"elapsed_seconds\", \"mean\"),\n", " std=(\"elapsed_seconds\", \"std\")).reset_index()\n", - " groups = groups.groupby(group_by)\n", + " groups = groups.groupby(by)\n", " for key, group in groups:\n", " if color_by_suite:\n", " color = color_map[key[0]]\n", @@ -253,7 +256,7 @@ "\n", "def plot_by_solver(df):\n", " for solver_class, group1 in df.groupby([\"solver_class\"]):\n", - " plot_all(group1, group_by=[\"package.solver\", \"preconditioner\"])\n", + " plot_all(group1, by=[\"package.solver\", \"preconditioner\"])\n", " plt.title(solver_class)\n", " \n", "def plot_sweep_times(df):\n", @@ -269,50 +272,10 @@ " plt.xlabel(\"sweep\") " ] }, - { - "cell_type": "code", - "execution_count": 318, - "id": "1e956808-91b3-48d9-b7fa-ea570ca98bdd", - "metadata": {}, - "outputs": [], - "source": [ - "color_map = {\n", - " 'no-pysparse': 'red',\n", - " 'petsc': 'blue',\n", - " 'scipy': 'green',\n", - " 'pysparse': 'orange',\n", - " 'pyamgx': 'cyan'\n", - "}\n" - ] - }, - { - "cell_type": "code", - "execution_count": 319, - "id": "112611bc-3c5a-47a1-a1d1-1d649ca8d967", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "no-pysparse red\n", - "petsc blue\n", - "scipy green\n", - "pysparse orange\n", - "pyamgx cyan\n" - ] - } - ], - "source": [ - "for k, v in color_map.items():\n", - " print(k, v)" - ] - }, { "cell_type": "markdown", "id": "dffcde65-e7b3-4ff5-a109-941c1bb474eb", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -448,12 +411,126 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 622, + "id": "86bac0de-b7ca-4454-85be-33a74b0d5ba5", + "metadata": {}, + "outputs": [], + "source": [ + "def perpendicular_xlabel(ax, level, color, label):\n", + " ax.set_title(label, size=8, rotation=90, fontdict={'color': color})\n", + "\n", + "def parallel_xlabel(ax, level, color, label):\n", + " ax.annotate(label, (0.5, 1), xytext=(0, 60 + 20 * level),\n", + " textcoords='offset points', xycoords='axes fraction',\n", + " ha='center', va='center', size=8, color=color)\n", + "\n", + "def perpendicular_ylabel(ax, level, color, label):\n", + " ax.set_ylabel(label, size=8, rotation=0, fontdict={'color': color},\n", + " ha=\"right\", va='center')\n", + "\n", + "def parallel_ylabel(ax, level, color, label):\n", + " ax.annotate(label, (0.5, 1), xytext=(-(70 + 20 * level), 0),\n", + " textcoords='offset points', xycoords='axes fraction',\n", + " ha='center', va='center', size=8, rotation=90, color=color)\n", + "\n", + "def label_multiindex(df, axs, perpendicular_label_fn, parallel_label_fn, offset=0):\n", + " if not isinstance(df, pd.DataFrame):\n", + " return 0, 1\n", + " elif isinstance(df.index, pd.MultiIndex):\n", + " labels = df.index.levels[0]\n", + " name = df.index.names[0]\n", + " else:\n", + " labels = df.index\n", + " name = df.index.name\n", + "\n", + " count = 0\n", + " for label in labels:\n", + " labeldf = df.loc[label]\n", + " level, num = label_multiindex(labeldf,\n", + " axs, perpendicular_label_fn, parallel_label_fn,\n", + " offset=count)\n", + "\n", + " if name == \"numberOfElements\":\n", + " label = '{0}x{0}'.format(int(np.sqrt(label)))\n", + "\n", + " try:\n", + " converged = bool(labeldf.all())\n", + " except ValueError:\n", + " converged = bool(labeldf.all().all())\n", + " if converged:\n", + " color = \"black\"\n", + " else:\n", + " color = \"red\"\n", + "\n", + " ax = axs[offset + count + num // 2]\n", + " if level == 0:\n", + " perpendicular_label_fn(ax, level, color, label)\n", + " else:\n", + " parallel_label_fn(ax, level, color, label)\n", + " \n", + " # print(level, offset + (count + num / 2), color, name, label)\n", + " count += num\n", + " return level + 1, count" + ] + }, + { + "cell_type": "code", + "execution_count": 627, "id": "3f451a5f-b6b9-4a9a-80b8-f00767aa1922", "metadata": {}, "outputs": [], "source": [ - "def plot_error_matrix(patternA, patternB, df, key=\"value\"):\n", + "def path_to_file(df, suffix):\n", + " preconditioner = df[\"preconditioner\"]\n", + " if preconditioner == \"unpreconditioned\":\n", + " preconditioner = \"NoneType\"\n", + "\n", + " return os.path.join(os.path.dirname(df[\"logfile\"]),\n", + " df[\"package.solver\"], df[\"solver_class\"],\n", + " preconditioner, str(df[\"numberOfElements\"]),\n", + " suffix)\n", + "\n", + "def plot_error_matrix(dfA, dfB, by, datafile, key=\"value\"):\n", + " groupsA = dfA.groupby(by)\n", + " groupsB = dfB.groupby(by)\n", + " \n", + " fig, axs = plt.subplots(nrows=len(groupsA), ncols=len(groupsB),\n", + " figsize=(10, 10 * len(groupsB) / len(groupsA)))\n", + " plt.setp(axs.flat, xticks=[], yticks=[])\n", + "\n", + " converged_cmap = mpl.cm.get_cmap('viridis').copy()\n", + " converged_cmap.set_bad(color='black')\n", + "\n", + " diverged_cmap = mpl.cm.get_cmap('inferno').copy()\n", + " diverged_cmap.set_bad(color='black')\n", + "\n", + " for col, (keyA, groupA) in zip(axs.T, groupsA):\n", + " for ax, (keyB, groupB) in zip(col, groupsB):\n", + " diff, norm, N1, N2 = get_diff(path_to_file(groupA.iloc[0], suffix=datafile),\n", + " path_to_file(groupB.iloc[0], suffix=datafile),\n", + " key)\n", + " \n", + " if groupA[\"converged\"].all() & groupB[\"converged\"].all():\n", + " cmap = converged_cmap\n", + " else:\n", + " cmap = diverged_cmap\n", + " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n", + "\n", + " convergedA = groupsA.agg({\"converged\": \"all\"})\n", + " label_multiindex(convergedA, axs[0], perpendicular_xlabel, parallel_xlabel)\n", + " \n", + " convergedB = groupsB.agg({\"converged\": \"all\"})\n", + " label_multiindex(convergedB, axs[:, 0], perpendicular_ylabel, parallel_ylabel)" + ] + }, + { + "cell_type": "code", + "execution_count": 402, + "id": "06f122ad-31e3-4938-8fcf-8df682c73e57", + "metadata": {}, + "outputs": [], + "source": [ + "def plot_error_matrix_OLD(patternA, patternB, df, key=\"value\"):\n", " pathsA = glob.glob(patternA)\n", " pathsB = glob.glob(patternB)\n", "\n", @@ -531,9 +608,7 @@ "cell_type": "markdown", "id": "5f49bb32-7bf5-4569-9070-b239105b88e8", "metadata": { - "jp-MarkdownHeadingCollapsed": true, - "tags": [], - "toc-hr-collapsed": true + "tags": [] }, "source": [ "## diffusion" @@ -1290,7 +1365,6 @@ "cell_type": "markdown", "id": "ec40a762-abe6-487a-8cf2-acf1e395721e", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -1299,7 +1373,7 @@ }, { "cell_type": "code", - "execution_count": 355, + "execution_count": 442, "id": "ed08d7a0-27d7-41eb-9344-bc187d38d426", "metadata": { "tags": [] @@ -1316,13 +1390,140 @@ }, { "cell_type": "code", - "execution_count": 356, + "execution_count": 408, + "id": "4c6aa296-65ec-42e7-97c9-b5b558275cee", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "state\n", + "numberOfElements\n", + "sweeps\n", + "preconditioner\n", + "logfile\n", + "time_stamp\n", + "solver_class\n", + "solve_time\n", + "simulation_id\n", + "converged\n", + "argv\n", + "platform.architecture\n", + "platform.machine\n", + "platform.node\n", + "platform.platform\n", + "platform.processor\n", + "platform.release\n", + "platform.system\n", + "platform.version\n", + "package.python\n", + "package.fipy\n", + "package.numpy\n", + "package.pysparse\n", + "package.scipy\n", + "package.matplotlib\n", + "package.mpi4py\n", + "package.petsc4py\n", + "package.pyamgx\n", + "package.PyTrilinos\n", + "package.mayavi\n", + "package.gmsh\n", + "package.solver\n", + "conda.conda_info.GID\n", + "conda.conda_info.UID\n", + "conda.conda_info.active_prefix\n", + "conda.conda_info.active_prefix_name\n", + "conda.conda_info.av_data_dir\n", + "conda.conda_info.av_metadata_url_base\n", + "conda.conda_info.channels\n", + "conda.conda_info.conda_build_version\n", + "conda.conda_info.conda_env_version\n", + "conda.conda_info.conda_location\n", + "conda.conda_info.conda_prefix\n", + "conda.conda_info.conda_private\n", + "conda.conda_info.conda_shlvl\n", + "conda.conda_info.conda_version\n", + "conda.conda_info.config_files\n", + "conda.conda_info.default_prefix\n", + "conda.conda_info.env_vars.CDPATH\n", + "conda.conda_info.env_vars.CIO_TEST\n", + "conda.conda_info.env_vars.CONDA_DEFAULT_ENV\n", + "conda.conda_info.env_vars.CONDA_EXE\n", + "conda.conda_info.env_vars.CONDA_PREFIX\n", + "conda.conda_info.env_vars.CONDA_PREFIX_1\n", + "conda.conda_info.env_vars.CONDA_PROMPT_MODIFIER\n", + "conda.conda_info.env_vars.CONDA_PYTHON_EXE\n", + "conda.conda_info.env_vars.CONDA_ROOT\n", + "conda.conda_info.env_vars.CONDA_SHELL\n", + "conda.conda_info.env_vars.CONDA_SHLVL\n", + "conda.conda_info.env_vars.CURL_CA_BUNDLE\n", + "conda.conda_info.env_vars.LD_LIBRARY_PATH\n", + "conda.conda_info.env_vars.MANPATH\n", + "conda.conda_info.env_vars.MMSP_PATH\n", + "conda.conda_info.env_vars.MODULEPATH\n", + "conda.conda_info.env_vars.PATH\n", + "conda.conda_info.env_vars.REQUESTS_CA_BUNDLE\n", + "conda.conda_info.env_vars.SSL_CERT_FILE\n", + "conda.conda_info.envs\n", + "conda.conda_info.envs_dirs\n", + "conda.conda_info.netrc_file\n", + "conda.conda_info.offline\n", + "conda.conda_info.pkgs_dirs\n", + "conda.conda_info.platform\n", + "conda.conda_info.python_version\n", + "conda.conda_info.rc_path\n", + "conda.conda_info.requests_version\n", + "conda.conda_info.root_prefix\n", + "conda.conda_info.root_writable\n", + "conda.conda_info.site_dirs\n", + "conda.conda_info.sys.executable\n", + "conda.conda_info.sys.prefix\n", + "conda.conda_info.sys.version\n", + "conda.conda_info.sys_rc_path\n", + "conda.conda_info.user_agent\n", + "conda.conda_info.user_rc_path\n", + "conda.conda_info.virtual_pkgs\n", + "conda.conda_env.channels\n", + "conda.conda_env.dependencies\n", + "conda.conda_env.name\n", + "conda.conda_env.prefix\n", + "solver\n", + "iterations\n", + "residual\n", + "criterion\n", + "actual_code\n", + "status_name\n", + "status_code\n", + "max_iterations\n", + "conda.conda_info.env_vars.EVOLVERPATH\n", + "scaled_residual\n", + "convergence_residual\n", + "Aztec_version\n", + "conda.conda_info.env_vars.CONDA_PYTHONBREAKPOINT\n", + "conda.conda_info.env_vars.PYTHONBREAKPOINT\n", + "ksp_solver\n", + "ksp_precon\n", + "ksp_norm_type\n", + "time_delta\n", + "elapsed_seconds\n" + ] + } + ], + "source": [ + "for col in nucleation_total.columns:\n", + " print(col)" + ] + }, + { + "cell_type": "code", + "execution_count": 445, "id": "715783fb-5226-4696-92c9-6d4c5a22b308", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -1339,7 +1540,7 @@ }, { "cell_type": "code", - "execution_count": 344, + "execution_count": 455, "id": "234ec4aa-dfa6-4f66-a31e-919484017ada", "metadata": {}, "outputs": [ @@ -1364,7 +1565,7 @@ "pyamgx = nucleation_total[\"package.solver\"] == \"pyamgx\"\n", "\n", "plot_all(nucleation_total[scipy], color_by_suite=False,\n", - " group_by=[\"solver_class\", \"preconditioner\"])\n", + " by=[\"solver_class\", \"preconditioner\"])\n", "# plot_all(nucleation_total)\n", "# plt.ylim(bottom=1e-1, top=1e3)\n", "# plt.xlim(left=1e1, right=1e6)" @@ -1372,7 +1573,7 @@ }, { "cell_type": "code", - "execution_count": 357, + "execution_count": 447, "id": "4c0056f2-1d1f-4354-9946-4f80beb0d309", "metadata": {}, "outputs": [ @@ -1414,7 +1615,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -1429,6 +1630,40 @@ "plot_by_solver(nucleation_total)" ] }, + { + "cell_type": "code", + "execution_count": 628, + "id": "a8c3bf57-ac15-4cee-bd58-87bb94651f29", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/1616617774.py:35: RuntimeWarning: divide by zero encountered in log10\n", + " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_error_matrix(nucleation_total[(nucleation_total[\"package.solver\"] == \"petsc\")\n", + " & (nucleation_total[\"solver_class\"] == \"LinearGMRESSolver\")],\n", + " nucleation_total[(nucleation_total[\"package.solver\"] == \"pyamgx\")\n", + " & (nucleation_total[\"solver_class\"] == \"LinearPCGSolver\")],\n", + " by=[\"preconditioner\", \"numberOfElements\"],\n", + " datafile=\"t=301.0.npz\", key=\"phi\")" + ] + }, { "cell_type": "markdown", "id": "be9e2578-d5c0-4619-a1ea-19d6481d9fa4", From ed70d019897c6cf891973ff1d181c938337ca3a5 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sun, 7 Aug 2022 21:46:00 -0400 Subject: [PATCH 149/303] Switch axis labels to annotations --- examples/benchmarking/solvers/Analyze.ipynb | 55 +++++++++++++++++---- 1 file changed, 46 insertions(+), 9 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index 462b5c7543..960b952cd6 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -411,27 +411,30 @@ }, { "cell_type": "code", - "execution_count": 622, + "execution_count": 645, "id": "86bac0de-b7ca-4454-85be-33a74b0d5ba5", "metadata": {}, "outputs": [], "source": [ "def perpendicular_xlabel(ax, level, color, label):\n", - " ax.set_title(label, size=8, rotation=90, fontdict={'color': color})\n", + " ax.annotate(label, (0.5, 1), xytext=(0, 10),\n", + " textcoords='offset points', xycoords='axes fraction',\n", + " ha='center', va='bottom', size=8, rotation=90, color=color)\n", "\n", "def parallel_xlabel(ax, level, color, label):\n", " ax.annotate(label, (0.5, 1), xytext=(0, 60 + 20 * level),\n", " textcoords='offset points', xycoords='axes fraction',\n", - " ha='center', va='center', size=8, color=color)\n", + " ha='center', va='center', size=10, color=color)\n", "\n", "def perpendicular_ylabel(ax, level, color, label):\n", - " ax.set_ylabel(label, size=8, rotation=0, fontdict={'color': color},\n", - " ha=\"right\", va='center')\n", + " ax.annotate(label, (0, 0.5), xytext=(-10, 0),\n", + " textcoords='offset points', xycoords='axes fraction',\n", + " ha='right', va='center', size=8, rotation=0, color=color)\n", "\n", "def parallel_ylabel(ax, level, color, label):\n", - " ax.annotate(label, (0.5, 1), xytext=(-(70 + 20 * level), 0),\n", + " ax.annotate(label, (0, 0.5), xytext=(-(60 + 20 * level), 0),\n", " textcoords='offset points', xycoords='axes fraction',\n", - " ha='center', va='center', size=8, rotation=90, color=color)\n", + " ha='center', va='center', size=10, rotation=90, color=color)\n", "\n", "def label_multiindex(df, axs, perpendicular_label_fn, parallel_label_fn, offset=0):\n", " if not isinstance(df, pd.DataFrame):\n", @@ -1632,7 +1635,7 @@ }, { "cell_type": "code", - "execution_count": 628, + "execution_count": 646, "id": "a8c3bf57-ac15-4cee-bd58-87bb94651f29", "metadata": {}, "outputs": [ @@ -1646,7 +1649,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -1664,6 +1667,40 @@ " datafile=\"t=301.0.npz\", key=\"phi\")" ] }, + { + "cell_type": "code", + "execution_count": 650, + "id": "ec99f16c-7e03-4b3a-afe7-91941adb60a6", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/1616617774.py:35: RuntimeWarning: divide by zero encountered in log10\n", + " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" + ] + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAApcAAAKOCAYAAADztTLCAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOy9edwtRXH//6kLKIoXuUSICxHE/WsUXAgugJfFRI0a89V8jUoUd40/jUk0m0ZxixqN0bhFg4pGTUxQExdUvMBlUcQFENzAhUVJDKiIV8Im1O+PmeE2fbt7eqlezjz9fr2e13POnJnurunq6urqmnOImdHpdDqdTqfT6UiwrnYDOp1Op9PpdDrLoTuXnU6n0+l0Oh0xunPZ6XQ6nU6n0xGjO5edTqfT6XQ6HTG6c9npdDqdTqfTEaM7l51Op9PpdDodMbpz2el0Op1Op9MRozuXnZWFBv6sdjs6HRddTzudNuhjsRzdueysLDz8AsCvE9GOtdvS6djoetrptEEfi+Wg/gs9nVWGiL4G4LYAzgXAGOzHQXVb1encmK6nnU4b9LFYhu5cdjqdTqfT6XTE6NvinZWGiPYloo8R0fFEtB0Rvbh2mzodna6nnU4b9LFYhu5cdladNwN4KoB1zHwdgEMqt6fTMdH1tNNpgz4WC9Cdy86qQ8x8GYbcGQDYvmZjOh0LXU87nTboY7EA3bnseENEvzAcezYRPalA3bcgoncS0feI6BtEdDIR7Q/gfUT0GQC/MbZvTyI6jYh+d7zu5kT0QSI6h4i+TkSnEtEtxs9ePJZ1NhGdNZbnasNmIrpfblk78zSgi+8YdfFMIvoqET1j/GwvImIieqVy/q0APJCIvg9gbyL6BoB7jTr3TSJ6vHLu0UR0/vjZWUT0hfH4rxLRJ4noa+M1x47H1xHRP4y6fQ4RfZmI7jDT/gvGNq0Ulft8m3umt4eIjiCit46v7zrai7OI6FtE9K6Z8jcS0SflW16XBvrsnHHMHEdEtx4/+lciugDAgUR0OYBbT7Z/HGcfIqLvj+Paay5xtGEb+dcK3WPvJMHM/5izfCIiAATgKADnA7gzM19PRHsDuDuA9wB4NoC3AHgDM/+EiPYE8KixiD8C8D/MfM+xvLsCuJaIHgDgEQDuw8xXjxPHTXLKosi03bgd0xGksC5+H1t1cTcM22wT38egW389vv89AF8H8BUA7wTwWACXMvMbiOjOAL5KRMcw87Xj+S9i5mO06l8B4HPM/OaxLfcajz8Ow5Ov9xrbsgeAK+SkNjPdC2a+PnddLgr2eSj/AODvmfk/x3LuKdowC0S0PTP/skRdsRTus4OZ+cdE9DcA/grA8wEcBOBjAP4FwPcA3BLA3cfr/gPA+5j5CWNZs3NJTlnGelZyvuiRy04SRHQkEb1wfL2ZiF5HRF8iovOI6MDx+HZE9PoxqnI2ET1rPH4LGpKqzxhXg78zHt9rXO2/HcAZAA4EsD+Al0yTGTN/n5k/BeBpAG4NYHcAryei9zDzhcz8lrGJtwFw8dReZj6Xma8ej/94fA1m/jEz/9dY/6FjROocInoPEd1Uk/k5RPS3yvsjiOgt4+vDR/nPoiHSut14/BdE9AoiOh3AA8Q6oHMDBXXxN3BjXbyUmV+nNOVKAN+irVHuxwE4GcB9MSyEfhPA/xuv/Q6A/wWwYUa82wD44fSGmc9Wjv+30pYfjlt+IKLHK1GW1+kFjvfnD7X796fj6xcp9+jllnvxazNtzk6hPo+RU++vc8aydySi9471nUlEB2vyrKMh4raLcuy7NETUdiOij4xyfJmIHqTcg3cR0XEA3h/R1qJU6rOTAdyJiO4I4AAMW+LPAvB6DGP5UxhyL69RnV/PuQRE9CfjOPs6Eb3AIPOHiejhyvujiegxDjk3EtGJRPQhAOdE3uq6MHP/639efwB+YTh2JIAXjq83A/i78fXDAWwaXz8TwwAGgJtiiODcAUPkfOfx+K0AfBfDinMvANcDuP/42aMAfMzSph8C+FcAe05/2uf7ArgEwGkAXoUh2gQAtwBwFoDzALwdwIPH4zsC+AGAu4zv3w/gBYp89wOwG4DvKnV8GoPBujuATwDYYTz+dgBPGl8zgP9Xuw+X8teiLo6f74UhSvkoAG8AsAeA4wFcCOCYUUf/HsCrxvPvA+AU5fqjMUTozxr/Pjge/y0APwNwIoAXA7jteHwPABeM5/4dgHuPx28L4KJRV7cHcAKAR4+fXTDKeG8AJyl1fxPA7TE4v+8a5V8H4JMYoj03uhdrpc/Ve+ZqD4AjALx1fP0UAJdjsA1/DGCX8fifAnjv+PpuYx/tCGAjgE+Ox98M4Cnj6/0VOT4E4IDx9e0BfEu5B18FcLPa47LVPgPwVgCvwzAufwbggdDmDAxRzb93yLIvzHPJfTE4gDthmFe+ga3j8Bfj/9/FEBEFhh2yHwC4mUPOjRh2IO5Quw9j//q2eEeaj47/v4phwAPDZHUvInrs+P6WAO6MwTH8GyI6CINhuB2AXx3PuZCZv+hR38UYtiouBAAiehsRHYBhBbofM59Fwxb6bwI4DMCXiegBzPwtIrovhkjUwQA+TER/AeBMAOcz83lj+e8D8FwAb5oqZOZLacjJuT+A7wC4K4DPj+fdd6wDGIzHJeNl1wH4iIc8HTmy6yINX2PyewB2Z+bbKh99BsArAfwPgA8DeBKAS5j5QhryvJ5BRL8HYG8AD9WK3WZbnJk/O+rxQwE8DMCZRPTrzPxDGrbnDhn/jh/LvQWAzcx86djOD2JwEP9DKfNMItqdiG6LwQm9jJkvIqLnj/fpzPHUW4z36CLXvWiE0vZHZ1hJMr+XiD6Lob9+B8CziGgfDIvQt4znfJuILgRwF62MDwN4KYD3Avj98T0w2K//M9oWANiZiNaPrz/OzFdGtLcFcvbZiUR0HYCzAbwEwxi4HMCXeWsaihEiehuG/nLOJeM5H2PmK8brPophXjlTKe7TAP6Bhl2whwI4mZmvJCKbnNcA+BIzn+9qY8t057IjzdXj/+uwVb8IwPOY+bPqiUR0BIZJ7b7MfC0NSdbTz3KpeWPfALAPEa3jbXO8fgXAs4noPuN7BnAohhXgcID5FxgM2EeJ6HoMK+Rv8ZDHshnAZiI6B8CTMUSAfPgwhq3Nb2MwLEyD1X8fM/+l4fyreAXzZlacHLr4TSi6yMyvBvBq0hL3mfkaIvoqhkjVPTBMbPemIffu9gCuZua7EtH/BfB+IrojM1/lEoaZf4ohevUhGh7+OAjAR3jYmvs0gE8T0f8AeDSGaKkPx2DIAb01hh0AYLhHr2Hmd6onEtFeKJDPmUiOPrdxJRHdhJmvGd/vCuDH04c8pNm8B8B7iOjrAH4dfvmbp2HYwt0NQ1++ajy+DsADdCdydDZb7xcXOfvsYGa+oU9oeJju1gAuIqLvjoeZh1/o+QaAx2DrwefSkIs/N5fM2nVmvoqINmPYgXgchnxPl5wbLfKsDD3ncsHQwBtqtwPAZwE8h4h2AAAiugsR7YRhlXbJaCQOxrBFsQ3M/D0MA/zlowMHIrrzmG9zZwwO4YeY+cDRSNx8upaIHkREG8bXNwHwfwBcSMPTnHdWqtkXw9bltwHsRUR3Go//AYCTDM36KAbD/3hsjSwcD+CxRLT7WN+uNCSEdxwU1tNUXfwuBl18FW3Np90RZqfh7wD8OTP/BGMkipkPxBCRevtY3kfH8p7sajQRHUJENx9frwdwRwwT5H3GyCOIaB2Ae2HQ49MBPJiIbjW28/Ew6/G/YoiOPRaDozndo6fS1m9VuN2k0ytKUp87OAnA4WOZN8Ow2DxxfP9Qpb5bY1gEX4wh9++JUzswLDTOVQvlYY/0YwDeiGER/JPxo+MA/H/TeUS0b2B7Z1nKnGFjnEv+E8NDeQeN4/Fp41xyAoAdieg5yiWzcwmGPn00DU+T74RhC/wUQ/X/iiFd4sBRPpecK0+PXC6YMZp2MyK6DTP/t0CRNyeiHyrv3+h53VEYtjvOGJ3DSzE4Zh8E8Aki+goGB/HbjjKejmGy/i4R/S+AnwB4EYZtkW8CeCkNDy18H8BlAP58vO6OAN4x1rsOwKcwbE/fB8BbaEic/yWG3J1njivMpwD4dyLaHsCXAWzzdCMzX0ZE3wTwf5j5S+OxbxLRSwAcN07012LYKr/Q8z7dCCI6EUMkdmcMRvQ8DFtoFzDzfjFltkikntbWxddj0MWfYniA58/1k5j5GxiiIcDwwM5BNGyV7oph23ziFRiikf80vn/9qEcTv4Eh3eKtRPRLDHp8FDN/mYgeCuCfaOtDZ1/CkPd3FRH9JQZnhwAcy+OTy3obR2f14uneM/NxRHR3AKeNa7lfYHCirBGaQrpas89/FcDF4/XbAfgRhojZYTSkERCA9zPzyeP5vwngzUQ0RaNfxMw/ouGBk3+kYafklwCO4OHbKvT6PozB9hyhHHs+gLcR0dkY5u6TMTwgJsbC5gwbL8UwB/wpEV2JQVefP8r+aAB/T0R/NtZ5BWbmkvG6ozGMPWAYm+qW+MT0wNXHlWi3Tc5oWpk3+m+LLxwiOg1D4vP/YFC4aQtgERDRJgAvwxD92Q/AK5h5Ub+4QEO+3DOZ+YpxVXsUMz9+7rpVouvpMli6ri5dPqCPxaVQW1d75HLhMPPSv/ZmR2b+/Pj6VNK+Nmgh3A3ALhhW0bfEtg8ArDxdTxfD0nV16fL1sbgcqupqdy4XDg1Po/0Zhm2dfQG8iZmfV7VRsnyCiD6N4WnAfTB8FdDSeDaG7ZhbYnjS8Tkz568cXU8Xw9J1deny9bG4HKrqat8WXzhEdCqGr9o5jpkPJqITlrYFQES/iiFv5QJm/p/KzckCEd0OQ37plzF8n93/Vm6SKF1Pl8Ma0NWly9fH4kKoqas9crl8rhv/pq/Kifkps+Ygoqfw8F1yr8T43XLjcTDzSys2TRwi+isMX2NyVwxf4v4RDN91uCS6ni6Apevq0uUb6WNxAdTW1e5cLp+/xfAVOXfH8LUHf+s+fWU4Y/y/STu+xFD8Q8YIwonjk4lFfgO9MF1Pl8HSdXXp8gF9LC6FqrrancuFw8yfIqJjMfwM1qW12yMFM39tfPl0Zv6D6TgRvRnDV3QsiWvG7Q0et3Ounrtg1eh6uhiWrqtLl6+PxeVQVVe7c7lwxuTsZwO45bjFgSXkz9DwBcL3BXA/InrqeHh7DL+XvDT+EMN3fG7A8DOUS0quB9D1dEEsXVeXLl8fi8uhqq5253L5vBbAI3j4KbIlwRi+hPin438CcBVu/KXDi2D8VYnfr92OzHQ9XQBL19WlyzfSx+ICqK2r3blcPp/HArduMPwE2PvGJxuXmjMDACCiv8bwG7Y3/KbwEiIJGl1PF8DSdXXp8o30sbgAautq/yqihUNEX8Dwu7aXYkG/tkBEf87MryOi92ofMTM/1XjRikJEp/DwG7iLpevpMli6ri5dPqCPxaVQW1e7c9npNA4RvQnDb0R/HeOKm5m/X7NNnY6Jpevq0uXrLIfautqdy4VDRPcE8DcYfsT+cgAvYeaz67YqHSI6EcOA2R7ArTGssncD8N/M/OCabZNmLay0u54ug6Xr6tLlA/pYXAq1dbU7lwuHiE4BcDgzX0hEewH4ADMfULlZYhDRPwJ4FTP/kIj2APDXzPys2u2Shoi2A7A7hryh62q3R5qup8thDejq0uXrY3Eh1NTVdSUr61RhewA/GF//EMB2FduSg/sB+Mn4+qcYvmpiURDREwCciuFrJT5PRIdXblIOup4ugKXr6tLlG+ljcQHU1tX+tPjyeRuA04joQgB7ju+XxJEAPkdE12P4aomX121OFv4/AAcy8y+JaAcMX/j7gcptkqbr6TJYuq4uXT6gj8WlUFVXu3O5cJj5A0T0IQy5JZcy8/W12yQJM38SwCdrtyMz1wO4DYZowm3G94ui6+liWLquLl2+PhaXQ1Vd7c7lQiGiv2Tm1xDRP0P5Ti8iAjM/qWLTRCGipwB4MpSBs8DvnftDAG8log0ALgPw3MrtEaPr6eJYrK6OLFa+PhYXR1Vd7Q/0LBQi+lVm/h8i2lP/jJkvrNGmHBDRlwAcwMzX1G5LJ5yup51OG/Sx2JGkRy4XCjP/z/jyKGZ+yHSciP4FwOPrtCoLmwDcjYi+ga3f5bWIbRwiejMz/9H49OaNVoFL+FJjoOtp3SbJsXRdXbp8QB+LdZskRyu62iOXC4WIDgZwCIA/APD+8fD2AB60pO/0Gr+7TIWXtsVBRL/OzF9X3t+Vmc+t2SYpup4uiyXrKrBs+fpYXBa1dbU7lwtl3NrYC8AzAbwTw1Nx1wL4OjP/vGLTOoEQ0Qmq8SOif2fm36vZJim6ni6LJesqsGz5+lhcFrV1tW+LL5ddmfkkItoeW/t5Owzf8XVCvWbJQkSHAHglgF9ikO9IZt5Ut1UyjInnTwVwTyI6GYOxZ2z9Drol0PV0ASxdV5cu30gfiwugFV3tkcuFQkRPZub3EdHLtI+YmV9RpVEZIKIvAPgtZt5CRDsD+CwzP6B2uyQhomcw8z/VbkcOup4uiyXrKrBs+fpYXBa1dbVHLhcKM79v/L/UL4idIGz9SonFJGUDwwqUmd8L4PZEdCPjzswvrdQsUbqeLoOl6+rS5QP6WFwKrehqdy4Xypi0zAB2xvArC+cBuAuAC5h5v5ptE+avAXyGiBiD0dBX3avMGeP/xWzZ6HQ9XQxL19Wly9fH4nJoQlf7tvjCIaIPAngmM19BRDth+JqJJX2txGIhIuvXRjDzySXbkpuup6vN0nV16fKp9LG42rSiqz1yuXzuBmAXAFcAuCWGlehiIKJPMfNvj68JwCeY+RGVmyXFweP/fQDcHMOK9N4ArsLwO7FLouvparN0XV26fCp9LK42Tehqdy6Xz7MBvIOIdgHwMwDPqdoaeXaaXjAzE9H6mo2RZMp9IqJPMvNDp+NE9Kl6rcpG19MVZum6unT5NPpYXGFa0dXuXC4cZv4ygEfVbkdGvkNErwLwBQAPAPCdyu3Jwc2J6PEAzgSwL4bV6KLoeroYlq6rS5evj8XlUFVXe87lwiGivwbwcABXTseW9GsE47bG7wC4M4YE9I/zwpSaiDYAeDqAvQF8H8C7mfmndVslS9fTZbB0XV26fEAfi0uhtq5253LhENEpzHxg7XbkgohuiWHbZgOAFwN4KDN/sm6r5CGie2HIgwKwyIcIup4uhDWgq0uXr4/FhVBTV/u2+PL5KhH9DoCvY/wRe2b+ft0mifIBAG8D8FfM/EsiegGARRkKIvokgIsB/Nd4iLG8hwi6ni6Apevq0uUb6WNxAdTW1e5cLp9bAnj0+AcMCvbUWo3JwM2Y+TNE9Gfje6ramjwQMz+rdiMy0/V0GSxdV5cuH9DH4lKoqqvduVw4zPwUItoOwO4ALmHm62q3SZjziOjPAexKRH8M4Bu1G5SBy4no73HjSMJ76jZJlq6ni2Hpurp0+fpYXA5VdbXnXC4cInoCgOcBOB9DYu9bmfkDdVslBxHdCsD9AdwdwLnM/PHKTRKHiJ6sH5t+qm0pdD1dBkvX1aXLB/SxuBRq62p3LhcOEX0BwEFjbskOAE5m5gfUbpcURPQZ9bu8lgoR7QfgTgC+x8xfqt0eabqeLoc1oKtLl6+PxYVQU1f7tvjyuR7AbQD8YPx/fd3miPNf4xbHVzHKxswn1G2SLET0JgzfUfZVAM8goj9g5ufVbZU4XU8XwNJ1denyjfSxuABq62p3LpfPHwJ46/idV5cBeG7l9khzIYAdATxofM8AlmYo9mXmjePrdxLRSTUbk4mup8tg6bq6dPmAPhaXQlVd7c7l8rmAmX9nekNEO9dsjBRj3syzANwawLcB/BMz/2/dVmVjCxE9EcNvxN4PwC8qtycHXU+XwdJ1denyAX0sLoWqurquZGWdKnx05v2q8iEMv67w9wCuAPCPdZuTlSdi2J56PoBfBfCEus3JQtfTZbB0XV26fEAfi0uhqq72yOXy2XHm/aqyPTP/+/j6vPE3VJfKPgD+jpl5/OmyAwCcUrlN0nQ9XQZL19Wlywf0sbgUqupqf1p84RDRKwHcAcAXADwAwIXM/JK6rUqHiH4E4LjpLYCHTO+Z+Um12pUDIjqemQ9V3m9i5sNqtkmarqfLYOm6unT5gD4Wl0JtXe3O5RqAiPYFcGcA5zHz1yo3RwQi2tP2GTNfWLItuSGi0wA8mJmvIaKbAjiJme9fu13SdD1dfZauq0uXb6KPxdWntq72bfGFQ0S3B/BsAOsBPImIns7MR1VulgT/h5k/TUSmnyVb1C9mAHgdgFOJ6EIAvwbgtZXbI07X08WwdF1dunx9LC6Hqrrancvl8x4A/x+AtzPzdWOeyRIMxfTda0v7abJtYOb/IKL/BLAbgEt5mdsNXU8XwNJ1denyjfSxuABq62p/Wnz5bMfM31beL6LPmfmz4//3YfhaiWsBfHtpP8UGAET0mwA+B+B4AOuI6C2Vm5SDrqcLYOm6unT5RvpYXAC1dXURStNxcgIR/SOA2xLRmzEo22IgoqMAPAnALTBs4Sxxe+OlAB4G4MfMfB2Ae1RuTw66ni6Dpevq0uUD+lhcClV1tW+LL5jx6wf+E8N2wPEAzmXms+u2Spw9mfkh0xsi2lSzMZm4bvybvlKCKrdHlK6ni2LRuoqFy9fH4qKoqqvduVww4/dbvZqZHwng67XbIwkRHTK+/CER/SWAMzF8r9cP67UqG3+LwdDfHcBnx/eLoevpoli0rmLh8vWxuCiq6mp3LpfPFUT0Dgw/Xn89ADDzErYBDhz/XwDgJgD2H9+fX6U1mRhXnLsBOATArTBscSzxIYKupyvO0nV16fIp9LG44rSgq/17LhcOET1ZP7a0BGYiujWGL/29gJn/u3Z7pCGif2Pm/1e7HTnperoMlq6rS5cP6GNxKdTW1R65XChEdCcAfw5gDwxPxr2Wmf+nbqvkIaIXYVidnQXg3kR0AjMvaqsKwK2I6BwAXwPAGHavFvGLEl1PF8didXVksfL1sbg4qupqj1wuFCI6GcALMQygBwN4NjM/pmqjMkBEpzDzgcr7U5n5gJptksb0yxJL+UWJrqfLYsm6Cixbvj4Wl0VtXe1fRbRcrmXmLzHzNcz8OQC71G5QJq4hogcS0c2I6EAM3122NC4H8PsAXjz+/3nd5ojS9XRZLFlXgWXL18fisqiqqz1yuVCI6GcAzsbWrx+4J4BzMITGD6rVLmmI6NcwbOXcEcD3APwtM19Ut1WyjF+V8U4M2xv7AHgOMx/ivmo16Hq6LJasq8Cy5etjcVnU1tWec7lQmHmX2m0oxI4Anjd+hQYBuFPtBmXgGmb+9/H1eZbfxl1Jup4ujsXq6shi5etjcXFU1dUeuVwoRPRS7dCVAL7OzJ+u0Z5cENHxzHyo7f0SIKKPA7gptn4v2y/H12BmvZ9Xiq6ny2LJugosW74+FpdFbV3tkcvlcpL2fkcABxDR7zDzs2s0KBM3n16Mq9CbO85dVf5Oeb0oQ4+up0tjyboKLFu+PhaXRVVd7c7lQmFm3VAAwGeJ6ITijcnL+8bckjMA3BvA+yu3JwdfBnAohgR7AgBmXoScXU8Xx2J1dWSx8vWxuDiq6mp3LtcQRHRLLKzPmfkfiegjGL4Q92+Z+ce125SBzwI4FsB/1W5ICbqerjRL19Wly3cj+lhcaarq6qKUprMVIjoFwxenqvwSw1Nyi4GIbgHgUQBui3GXg5lfUblZ0lzGzK+p3YgcdD1dHIvV1ZHFytfH4uKoqqvduVwo6pfEqhDR8wCcVrg5OTkGwL8D+F0AbwewX93mZOF6IvoYgK9jNP6r/vDARNfTxbFYXR1ZrHx9LC6Oqrrancu1xyMBvKV2IwS5KTO/m4iexMxHEdH/rd2gDPy98nqtfL1D19PVZOm6unT5TPSxuJpU1dXuXHZWnUuIaEcA5xDRewDconaDMrBx/E8YvtiYAZxcrTWdGNaCngLL19WN4/+lyrcW6GOxAP17LheKJX8GAH6dmXct3R5piOiVGOSj8f/2APYF8E0A3wHwkaUmahPRfzDzo2u3Q4Kup8vVU2BZumpiSfL1sdjHoiQ9crlcNluOm75uYhXZZDj2WQyGYw8AHwHw4KItyoT2ywq3AXCrWm3JwGbL8a6nK8jCdXXp8m22HO9jcQWpravduVwupoG0GCzfyXYDRHRNqbYU4LrxP2NIzn5zxbZI0/V0WSxZV4Fly9fH4rKoqqt9W7zT6XQ6nU6nI8a62g3odDqdTqfT6SyH7lx2Op1Op9PpdMTozmWn0+l0Op1OR4zuXHY6nU6n0+l0xOjOZafT6XQ6nU5HjO5cdjqdTqfT6XTE6M5lp9PpdDqdTkeM7lx2Op1Op9PpdMTov9DTGDehm/KO2Gmb41twWYXWuFmPDTe8vgpX4Bq+mnyuWyUZga1y+so4J59633zR7816bBArL1Q+wC1jTHtyobdnqTICsv04lduKnLH9aJKvVTsDyI9FtcwQTPYhBVNbassocf1cWa3IKDWOQ2TszmVj7IidsD8dus3xTXyM8fzD6LHOzyU4jB57Q/nq6y247Ib6T+fjvcvzkXEqNxS1nSmobZna6ivjnHzqfYttU2wZprJC5QPcMpqO10Jvj5SMqfdfkqkvpftRLbM2sf1oki+nrUwlRx+m6KqUrpv0qevpjckt4yY+pmg/9m3xTnG24LJZAx8zAajX1JxAQuXbxMfc8LcEliLHHEuQcy6Kt+oyTmNRYuG61mjFnvqQ0r7Wba9EAKmGfD1y2RiqY6IaQTViqFJ7UKSshmIczBoTQ6yM6nW+fSexugwlps45Pa0hh43YaLZNRr1s9bOacqeORV9700q/hlLbVvowtTFkG1NfzJr6Z27nqxTSY1HVU9Pu2lxdOXRCUkaXfWldxu5cNswqGENgaGep3Czb5Jb7XsXKKNWuVuWbrrUd1w0jMG90czkwOWQ0nePTfqn0DVO5ITKq57r60XTMZ0KTlE9tRyu5oC0SYitWzZ5O14Z8XmtBJCWjSZ5VoDuXnZVDX7GFDjb9fJPhMZVb6kGAVOMRG6UIkW89NmB/OrR5Q5eypTQnoxql1XFNaNL3rETedW1ixvkqU/KhI9siMLQMwG5javefaTzGzhstRe5dO0Ul+tHlQBMzBzegkw8iCu6QkgPXVtd6bMDP+adeT8XFyBhDzOQ+N0CZeVbGnWlXLuV4xRgU10TiIx+wVcY5TNs8pna4rpFiMoS+euojo2mhYlu8TBOA/t+nfN97ESujqR5XWoq+Bem6zldGvfw5/fDR1VK2Jge+Y5GIOHQOiJkzJOypfn6ovfFtc8yCK3Zr2SVjrL0JseO+5/ruNrjqMp1vk7FHLleckAk4pxMas9L2NVaxkZmY1Zxv7pkP+lP2rjbE1mPLwYlpYwlMOVLqZ6FtCnVkpCNCJqNtWt3b8I1w+uZXAXJj0aVXetTW5WSHRnFrRyhrR9liCbWnoUhFx1LwkTHUfuu6LCHjVGasvQkZL3P233csxrTRJWN3Llccny3iGGWqaWBDJmf1GtO5tSeJkIiTbzmtyehDTCpDjCF0XZNTp23OlWmBYZq8XBOaaTyU3Jqz1W+ScTpfv84UwbbdDx9y5lyGRIJWAZc99ZkzQm2xiktXJfswVMbYCF5L+Ng6k6Mds3MXs7Do2+KNkbqN42OoQxwZn/MnQrZxTPX41hmyzeZibivPVE7ItnhsG0vIZ0N6W9xUdw4dVa+b06tWZfSdBOcigdJb/6a22to2d63ubNtkkZIxtz1tYSxO2+Iuctubue1v0+K/lJ7a2udznasM127C3JaxidJj0acMlz2ak7F/z+UaxKWIru0xFy09vTnX3inq4qLl1atPf7QUDZrud2iOUCy28ienJBfSMs45ya5t6ZyEpmGYJiSfqKUeZakxJmMXOaHn5CalDSl6OjEXMatNjIz6eNfHZIvY5j5XBFQlRMbuXHZuINTpzIkezg/JQfEt1+e4ivQ2ji+hK9XYBUIJQtqhO6U+ZdiMfW6Dr+trzHU+x02UcDBtfRFyvUpKZLoWMbrkcqxrEdOPEnpaAlVP15KMITpZagz1nMsFErsFMrelWDrPyHfbPDSfZi5PpRSurTLX+5QJvrVV9dw2lprf5zpfv7YlOfVt4On13DU+k51J90N+ck4SNf8yNrWmRUxtT5Wnho7mSkOau66Vvo/dMp+jJXuTQ0ZbKsuczN25XBhzHT7nQM5huzb3hBayPZYy0F33ptakrZPSh6sgH7C6egr46aop2V79H7PlXAOXfIA9ohuTNqC+b0lXQ1Dvi76AUj8rKd9S5wwVl4w2XY2NUKu0oqemPgyR0WWrbDJ257JzAylbtS3lXEpRS0afAS+xUm6hD006Z4raSuVglpLRFqXUt+1dDoYPpqhorbGoTjomBzulHyUi9y1TO7d0jqXYGxcSfaCP49ZkVMmtZ925XAChq6xUpTJdn/sXJWwypkZDbJSW0dWHsStMFzX60JdJXpOxD10A1XBEfPIvTX0qZexL9OOcI6xHYE196kuu+9TZllB76ktL9saVspGyxW3KfS79S0uAXT6bPUwJKh1Gj7XK2B/oWaOEPCTRKnMyxMrYyuSlbp2ZEtQlokA18Gm3vvWSWt9UTklj79N2PafU97qUOqWIeWhCvbZkfTUwjdeWc1Fz2dOa6OMq1LlaNRltn+s7JFJyufS3Ry7XMPoWnemzlvDZNtRXnur7GBlLJqXHbIvatiBDymgdKT1NiUrkwKSrKr66IOmIS2PS6aX144RrLE6fq/9rE2tPgfg+LGlP9TpDz181GWN2auZskOs6wC2jeOSSiDYS0auI6FTt+KnaOUeOry8nohOJ6FQiuot0exzt3Dz+P4KI7ktEexHRIeOxWxPRi0u1pRaubaqSAyNkuyx01TWXyO2z1S6RRuBbTgn5lsRS5LMtgKZjPg8k2K6vSY62tSbjxFy7SrU7tz11zRk+96DV/puQmBdryBizaDGlnPi0XT3PllfaQuTyHGY+mIj2B/BnAJ4+fUBE65j5+pyVM/PRY10bARwC4ARm/hGAV0vVUUKOUHwVCMi30jYpdmpdMZOZdG7eFlyWxbjE5p7p8rUa+fHBlBPm6j9pHZbUFd2hNEVJSk5mJaPeMVHaVdVZldx5wLr9W4I9BW6cziKtp6Eyzulq62PRp39C7OYq5FyeBWCPMZL4YSL6FIB7EdFLiWgzEZ1ARHsBwBgZ/fx4bBci2md8/0UiOnw852gievMYEX3ZeGw/IjqDiD4EYOfx2JFEdBiAZwL4AyI6foxifmD8/PCx3M8T0T7jsdOI6K1EdBYRPXQ89ggiOpmIvqAc+yIRvQPAG8rdxvyUMo4h16zCihhIk69VSt1/Vw5bjrr1Cc0VXQzFZrwl8tpinlCNXbj4luk7Wc7tJEy0/BTuHDkcB9v4i+1Hn/FcOgfW1CaJXSUbk3yl5JyCEjlktJUZKmPIfWjJuTwIwLnj658x828DuA7A7Zh5I4DnAvhLIro3gL2Z+UEADgVwOYBXAngigAMBPI+IdhjL2czMBwB4+Pj+pQAejcGR3FOr/10A/pmZb/hxTyLaDsDzx3KfiK3RzF8B8AoAvw3gWUS0DsALMUQ+NwJ40XjerQC8mpn/JO6WtEluJyKk/NDtH9tAajENIGZ7q5R8OQ3hRGj+j+l46sQgOWnPlTMnRy4H2taG0PpsDrhPrmFKvR03ofbU53yfB2VykpK6ZFoM+yzqfHOfJXHlf7pIkXFuLPrKWdK5ZOX1jgCuHF/fk4hOBPCHAF47Hvvq+P/uADaO+ZHvwBBtvAuALwAAjwDYwMwXMPO1AM4HsPt4/dfH/1NduzDzRcz8CwDnebR5NwAXMvO1zHwBgFuOxy9l5kuY+WIAu2BwIu8OYBOA4wDchogIwCXM/EOPeqzUGLg6pSNSc3WGRspck3YJQusJNSQtyCeRp9qaU6FHx1Kd1Ol/isG23SMJR9rkBKb2SYhT7LvNWNseSpJD50Pt6fS5pD2VlssnUp0io++i1iWjtJ7GjEeTjCa7kOIo6/eqhZzL64hoAzNfBuAAAKeNx89h5oOnkwafDFN+4rkAjmPm542f7QDgHgAeCeCt4zEC8LNxy/xiAHsDuGS8XnVoAeByItoDwGUA7qx9di2A7bRjlwLYa6z3dhiipHq5BODHAM4B8FvMfB0R7cDMTETBeZbrsQH706HbHG8lT06iDSYZfeULrV8iyTn03peULwabESwlo96WkvmQodupJqOsOooSOYI1nSWbvfHFNaHaXseWH5siYJKvBVsqRepYlFjIhpQ/lRH66zWusRjahpgyfK9R2xlib1xj0aedrrEoZWdt6TwmckYuf52INo1/fwTgxQA+PkYhdwdw7FwBzPw1AD8acy5PBPAUZj4LwIVTziWGaOJLAXwIwKkA3jZGME28EsDHAbwbwEXaZ18H8CAi+rBS/3UYnNhTxvL/2tLO6wG8EcDxYzvfNCdbKVqIfPoS286cMkqWKxFVkixT4npTebFRuJR+LJnmENtO6fytEEMfSkw7dWcypn2lovA5xmJr+PShLYoesy3s2yZJUmWUijau0mKllP6KRy6ZeTOAzQBeYvj4QMP5B2jvj9bevxrak9vMrH9N0JkAHqidc4TyeuP4/3QA99HOO1J5e5Dy+vDx8/cBeJ+tzUrZx0JzmHXZSiOlRC0bU1vUreU2h+CKKq6yjNLGuFXj7tqibHGylmpDyoMkrSPVxtZkdW2/LlFXY2X0jVqWxJU3HbOD4MoPbzHnshNAijPhk5Qb2pYchnAud9I3pyWXsU/Nscspn8T2VG2k9VSqDIly5/q8hYnWl9b0JgT1wbMUOya9O1LjnrrsjW+eYUp9tVnrMsYSK2PJnMuOB+rTm76Df+7hl9YwfQ/ktMLStypcuTI2ak/cpu/9akU+KX2wfZfnUow0sK2MJsdQMmd0jkl3JOs09WNqBEfCgVZllL6/LepaCiFjsZW871BC7U3utJgc5U/zhu94DMk3rTEn9sjlilDj4YDSCpkrQuqqy5Wrl2PrttQDOyXvpV637bjappq5nqnYtoz0e54jf7BUbqlrW6x0P9Z2dmovVmORmDNCFhpzTkyu3S9TO0Kui82fzoFr3M0dk577U8vrkcsFImX457ZtazG3cgwxcq3IpJMiX2g9MWWZnmw0RdxN713HW5BNJdXRMU1ioe1Sz89xz3wiIz67I6lRa9tDJLXHaO36Uwhpu2l3xUe3StvTUJ3Qx45pTPvoro9DWiJKOOdY2oImITLOzZ8+ZdHwNZGdViCioA4pvcp3DWxmJp8yJhlD8+1CcixjV9BzhstHRl2+0AhCSsQhtf99+3Bn2pVtX5vhs6o2bf3ERBNUY2hzwtSyTufj8XP+aZKMvqkMEjLqxl6X11R/SRn1c9V26X1iw2ey1I/5yhhqT1sixJ6GzAOhemq6JrQuk96H6Km0jD7XhNSVayz6jHdbG+dsoU6oXZuTsW+LN4zUCqi1ckLLVkP0IQMgdsskVc712HCjMubKi5HPdK6vbCW2+Xzkl8xddBle6QWXLcLmc75vu3RdNW1Flx6PvjoYomOhkTXfMRzL1PbSY6Slsm2RL9N5MX0xXWf7TWoTpu+LTE078XVAY+aMGBlt5ZoWpaGRVtcx/bjPfDVd47o33blsHIl8mNBzTeeHOEuSpMoYMiHllDHVENpoRT5bPaHn+houn7p0R07C2JvKDmnD3PnqebHl15DR5XjqOqq/n3PoStmbWKekRJ1SdaWMTbXf5qLNel255Ewtd05G21g0LfBK9mUIoTKq1/nIZLM33blcAUpHHn2273IMpFIRg6kuiXOk65y7XnICrG0MfZxHX0NoI6dO+UYPfKLRvpOZrZzcMrpkkIokuqLXuoxSDnQsq+Bg6vcsd8RXxeZ85po3SuBrU3PI6bO75Xu963PJdnfnckWI7XRXBNK3ntSVjSQ+7fc5JySvseREIlFXTfn0sucwRfNyGedchNxr02vbuaGTSe3Fgt4GfcJyfaZGNX3LlyZm4SJF7XFoO9/H6ZjsTU09TSnTJ3IeqqctYAsKzfWnvsNgK3uunO0D29upiI/TIBGxmqvDd3svltBoiCuyGtPWkG3JEoQuEHwIybHJjcuou1Dz+1y5RDnlm9PV1Ehz6CRWc9Kbc0B8zls1bAsA34hha06Kbx+GknschhArY2t9ZSLkHsf2h9qXrnvSncsFITHJhZRferDNJSO7nMyUOkrJGSOfRB21jWaKo2tzMG2vS6Gu/lMWOj51SG5Nm5hz3k3tkaqrlm76OISpDnPtcWdqg/Sis8W+zCljLUwRVclxqJfts1jo2+ILwTfa6EPtFWasA2QaDC0MfB9i5ZOuozYxelqzn0s56zUXdjYZc8lZy/6k5LS1bGt8FgYxn68CS5oXQ0nRSd/56DB6rPFJfkDAuSSidUT0wNRyOvGUMAJzddgUrDQpeT+rYExrR4+lUHN2pPLN1NW2rezceqpHDkzRrZA+nNPTUhOea5vXlFOZmr84TYyl+zGk3as69oB4B9pGjD0tORYnUseLSU9dn0vKGLJImGunizmb5ZsPnrwtzszXE9HfAXhAalkdOWxh7dgcsJqGdG4Ax7bNVY5p8JSa0CTk83VKSsin1u/7YIArBzFmOzL31rGpPhcSY1G/D9PxUgs9iTQUqWtbRHWOp/dAeV2c8M1t9t3+1PXQx57qx0vhcphCo+U2WdT7UDqVyjYWY6OXEmNbalv8OCJ6DBF5fRN9Jz81t5ckmXO8bMem49IrVWl8Bn5O+XIiZdRK1BtLqBGWdshylGNCz+nyqStHP5SQMQZ9LNpy4GqOV5OjEWpPV5ES8pS4NzF12Bz/GELHh9QDPX8CYCcA1xHRlQAIADPzzkLldwzYDIW+Ilvl7RtfpOVMKSvlO/hKGfDSOXtSxs23nNKLq9IObY30iBp2RO3HVbFjtr5pxTnzXdD6bMP67ET41ukixKbW0tNe540RiVwy83pmXsfMOzDzzuP77lhmwMdApWxB2M7PYRgl65IYaJIytpzgXwrJrTBfZ0qvU+2HViZ3KXT5YtiCy2avVyNutXI8V2EszbUzRIbQ1IbQfMiU8kzlLnVxM4fkePAdi0D5hzlj5BRxLmngcCL66/H9rxHRb0iU3dmWuRwY1zm+hCRD55hwfGQsSaktlJzyubblQuXzMYRzdfoSksg+1SlBiIw+7ZKk9tZlKRl1eWpvLaeSc6ET42Cm9GNKVDJWfkknWkqHTToa056JVnbgdEJTeqS2xd8O4HoAhwB4JYBfAHgbgP2Eyl+TxChGbqMvbRRbk9G0MszlPLucppxRAbXu0hO19Ha1rbzScun9aWuX5H0vcR9boNV2xaI+6GNLbTqdjxev12ZzfO3LnGNne9CsJLaUEd+HjVLqdb2XxFfGXHX7IuVc7s/M9yGiMwGAmS8jopsIlb2mWI8NXvkl+mBOeTAk9dxQfGWMoYWHI1T5Uge9TwJ+DKnlTDL6yBdi7G0PRtQgRk9XLcc5REY1IjNtAed2oJeO7R6F6J1ubySxLdxyL751Usdiy4uniVgZAXO/l+4jHWLm9EKITgfwQABfHp3M3QAcx8z3Ti58jUFElwK4sHY7ItiTmXfzOXHpMi5dPqDL2DhdxpGlywd0GRtnzcoo5Vw+EcDjANwHwPsAPBbAS5j535ML73Q6nU6n0+msDCLOJQAQ0d0AHIrha4iOZ+ZviRTc6XQ6nU6n01kZpCKXbwbwYWb+QnqTOp1Op9PpdDqritQv9JwB4CVE9F0iej0R3U+o3E6n0+l0Op3OCiG2LQ4ARLQrgMcA+H0At2fmO4sV3ul0Op1Op9NpHqnI5cSdANwNwF4Avi1cdqfT6XQ6nU6ncaRyLl8H4P8C+B6AfwPwUWb+WXLBnU6n0+l0Op2VQupL1M8H8ABm/rFQeZ1Op9PpdDqdFSQpcklE93F9zsxnRBe+RrkJ3ZR3xE7bHM/1izaprMcGAMBVuALX8NXkc80qyTjJB/jLOCefWqYv+r1Rf80hpbwY+QC3jDHtyYXeni7jjbHJaCq3JrEyLt3WAPntjYQOmMqrLaPE9XNlrWUZUyOXf+f4jDH81ngngB2xE/anQ7c5bvtZL9fPP0nh+qnJqa0hv4XrI2Psz1VJ/fTcVM4WXBb8e79z8qllxrQppQxXW6T60HS8FaRkTL3/kuj3XHIsttKXsTKG2tOa5BiLermhSOl67jmjBT01taUlGSV+AjNExqQHepj5YMdfdywXTqyi+kQNYoy/ek3NySNUvul3mluc8GJoSY6cbWlJzo6ZLbis91MkrdhTnzaktE/K9ray2DRRo/9Eci6JaAcAzwFw0HhoM4B3MvO1EuWvJVRjqCqrHjGcqDnoU1ZCPlFKk2w1BnCMnD4RVFt/lpYxpk6bnrZIajtd90f/rEb/TfUC4TJO/ahfN9kbvdxa8k11q20pdW1JUsciYJZxbuerJLEyTtcCW9utzosxMuaYP1PHon6tvjtp2q1sUUapB3reAWAHAG8f3//BeOzpQuWvSVpYLc4xtTElnyNETpthyn2vNvExUTJKtatV+aZrbcd0x0s/ZitPatLTJx9JGfUFn1qPj7HPMbFL6aneNl1Onz60lVWTVbGprdlT6T4sKWMtJO2NyY62jpRzuR8z76O8P4GIviZUdqdzI1IHV27D6YMtEg3Iy6fWKcV6bLgh76Z1Y+e61ynMRUxc10iSknc99WPotaUjmD4RqiVR8oEjU/R97hzT54DdxuQagz6Y2h6bdlU7am9iurc+iwSffnR9blpQ2xxoqe+5PAPA7zHz98b3ewM4hpmdT5N3toWIgjuk5MB11cXMXk/FxcgYQ8h2u+0a/VwfGXemXTlmwo7pxxij6ZpIfPtwktGGyYH3depDInshBn8qN5eMwLYPv9muCW2zWr7P+TEy+jgZpi266Tr1f0ybfc5Vz/eRsZStyUGIPQ21HRK2ZiLEnqrnr8cG/Jx/GqWnPvjKODdm5+qsJaNvNFO/D6VklIpcvgjAiUT0fQAEYE8ATxEqu+PAlHviOrelVb+vksdGZmJWrPo1KffMZrQkI6dqe2PamUsnXHlBtghUzvzdHMzlIfromlqOz/WhkYUQTHmXtnbqOZl6m9VrYxYApvao5PqKpJSxVBsfPZKyNaayfa+ZiI3Ozo21EPttkkciyplqV0NkDC1HGls/ijiXzHw8Ed0ZwF0xOJffZuarJcruuNEVzhVtWBVsuWymz9TjpvNrTxIhkZjpfJ+Ike36VvGRUf88ZhvKdU1OR9rlROvn6oROaC4Zc8unOo8+Y9F2ju/9Kk2KrWkVV0rBqtlTG6Ey+mzxu+qZsyUlx6H+mXq+/tq0IDSNV1MgINQWp36J+n4AfsDMPxrfPwnAYwBcCOBIZv5pdOFrlNRtnFBnxqcM34ESui2eMsBdhGyb2K6xGY+QbfHYNkrIl7sPfWR01Zsqo8u5cn0Wu03lIpeMtjJakTEkGhkSuXdFaEK3G3Pb0xbG4rQt7qK2vbEtIErYG4k50VSOpJ4C5caiC1fE1DaGbTImfc8lgHcCuAYAiOggAK8F8H4AlwN4V2LZnUzMbauFnD/Ryi95APPtnaIurmtMg7AVGX3kC70mF9O9Nt1zn+tiMK3OSxDa3tQtypJyqhGS2Gt9P9MnMVtEqgVWZSym1Ckho0lXS9nT2EVcyDXqeKyhpyEBFdfOzlwdIfKlbotvp0QnHwfgXcz8EQAfIaKzEsvuFGZuEig5aNT6JLfNWkkRyLlFG0sJYx8jt23beY7Sjtf0OqReXc9NUQLXNUB5OWN0LDTaUktGSVodizH21Gf7vAVio8TTtal6WoIUGafzQ2xqrIzJziURbc/MvwRwKIBnCpbdiSRlm64lY5Fj27xGTp4N11ZhyjbW3HUtTdS+uurb9hZk9HGMWtHBWGx5opL2wzXZh/ysXipLsDVTnTbWgr2JnRfnaGHMuuYS/XPTOXNj1+aMuuROdQD/BcBJRPRjAFcCOAUAiOhOGLbGO4WZSzLOtT2S29iHRDF8Eq5t1JRxIqd8gF3GkhP2HLl0tbSMMfm/qeeX1FObHpr6b24CNFF7sbt0WwOEP/EdE5030YqMpt2CVZQRsMtpG4+pMroWeknOJTO/moiOB3AbAMfx1qeD1gF4XkrZHX9ClERqhVorf8YXiVVqyzKmrpRbySk19UfoqnoOPfm8FHPbTqpcKf1ZQ08nmxMqYwtRHmlSbU0rY9GFRIpCy/ZUZ9Vk9Gmvbkd9UnBCytNJci6J6OYAvjr9hjgR3RXAwwFcyMwfTSm70y4mRc79ixI++TCSk1ZpGV2TbqkJueSvgrgwOS6phnCitIw+qSgp1BiLOj4P5aRgmxSXTK2xuBR7asO1mF3CWATcW+DSMrrKS31a/DMA9gJu2Ao/DcDeAJ5LRK9JLLuTEdeW1aowJ8Oqy6g+2ae+Vj93vW8Vn3amPDwyoTqkpe9NSJ0S/diqjKZ+rNHW3KziWEy1n6smoyv/1XbOEmTUx5uEbfUhNedyAzN/Z3z9ZAD/wszPI6KbAPgqgL9MLL+TEXW7Sl+BtDio1Aieb6K8+j7maceSSek+8rmuWYWnOWOw6WlMnmJLUS9bf4fKqE8cLeXOAubJTCoS3RKusdiqnFObQ+zpRIyMJe2pXmfM+WtFxjk9sF2/ie2/LZ7qXKpfUHsIgNcDADNfQ0TXJ5bdyUzOh39i2hE6kYaU7frcVaaEgQhxFkrLtyrYHhoB2p245/DZrvKRUc9rbCmXzaR/tq01XxlbJfShkdxtiY2cz5U791lue5qbtSAjYLY/vnrjc97stjgRbSSiV1k+PpuI3kBEfwzgTgCOG6/ZRbn+SCI6TCvzoUT020S0FxH9DxFtJqJNRLT7XHukIKLN4/+/IKLbEdG+RHSf8di+RPS0Um2pgW8CcO42SOaD6GVIPOQUwxZcdoNsOfOWaslXk2mLR195u5yznDlVEtiiIyH5b5K6Ji2n6f6btsbnHoyRHk+StDAWdZuzFHsK3Dh3UZVzSTKa6qgxpn31Z/o812+LPwPAH2HIu/xNZv7f8fj/AfAG20XM/BkAIKK9AHyOmQ8nosdh+J7MV42f0Xhu0s93zcHMrx3rewiG+3EGM58F4CypOohoHTOvZCTXtELJub0YE6FodcIxsVT5ckVmpvvlemikxCLI1CbJMid0x1LfavUZi7EPEeiTbG4Z1feroOMt41pcxfSjT3+U3v7NUY+rTN/Fj3p+ShunoIRO6ljUF3VzO2kupzZERu8Heojo34joJCI6joh2Hg8fAeDRAO4F4Coiuj0RnYBhe/y2yuWHj5HJ94xlHUFET9eqOAvAHmOk870APgvgVkT0DiI6gYg+RUQbiGgdER01tuXTY3mHEdEXx7/DxmObieg1RPTlKQpJRI8goq8S0TsxOtZEdPT4MNIzAbyIiD6oRmuJ6M+J6PNjG24/HvsaEb1//L/veOzpRHTK+Hcf5bwPAPgz3/vcCVux+Z6nRrxCoiY58JUv5D6Uls8WnZWMDqZu6+n34jB6bNCWsc3Y6+30xRbBM71WKZG2YZvUQiMepvN9JqTQybOlrf9QSjvSEn2oo+utdLpPCLF6atsx0F+7junlSuK7O2Nri36Nj2PpOh5KyNPiRzDzgwH8G4DHjVvYzwHwAWY+GMB3AHwZwN0wfO/l44locjC/w8yHAbiaiO5vKf8gAOeOr89j5t8EcH8AFzHzIQDeCuDZAH4HwCVjW357PP9IAL85/r1CKfPfAByA4WEjYHjA6MEYoqO31up/F4DXM/MTpwNEdGsAhzDzgwC8FFsfULo1Bmf0DwE8mYhuBeBRowy/M54LAHsAeNYUHY2hhTyj2O3YXIRuiYQOopxGwodQQ5LbSIS2IWY7x+WY1EbCYZ+LLPlOznORllAH2nS9xD1Xoy2+Ue1p8rPZG1O6QCgt6FNObP3n0psc9jT3nBEqo885Pnoaoj8SumZKAZpDckHsU0bqAz3bAXg9Ed0TwM4APgbgDgB+BcB/AgAzX09ENwNwDwAE4OTxHAA4c/x/FobcTJWHENGJAC7G4Dy+EMOT5gBwdwC/T0S/Nbb1NAB3AfCFqc7xPGbmnwMAEV2nlP11Zr5Webjoemb+BYBfENGlHnLvBeDs8fVXALxsfP1dZr6KiC4GsAuGr1/aB8CJ2vXnMvMVHvXcwHpswP506I2OtbRtJNEOk4y+Zde4D6H3P6UPS+XyqMRsb0npqcT2q6ksiXJteup7v2yTVY7xnMPh8mmnz2SdQqpjuVbtaS4ZJbbYpzJCvtUgVUaJbV79GpuNUY+FLPRs9sYX1+LcFaWNQb3e1o++kct9AezEzAcBeBsG5/H7ANZjcApBROsAXAjgDsx8EQan64Lx+n2U/9/Tyv4cMx/MzIePjh8ATM7guQDez8wbmfkAAH81Hru/UicArCOincft+u2UsvV8zXVEtBMR7QFgN+2za7VrMbZ/avv9lLar5RKA8wF8eWznRgAP0eRIJlYZpCIRJYhtq+s6yUGUytLlm8rzLVPfolkVPY1FOkfNNyIYQ4q9MV3fWt/mGIut4dNWm0OSS8aa9sZ0XYzTZUshyUmsjEDcAs1kq0Jl9IlcEoBvAtifiD4D4AcALmbmS4noKgBfIKIrMUQdHwHgfeP3XF7HzBePz+XcffyZyB8w82njL/n48HEA/zDmcQLAm8ZjjySikwH8AsMvAr0Cw5PqhK1b0iZehyGiegaAH2mffRHA0UT06wA+AgDM/CMiOpGIvgDgGmzdXr8R47341Nim6wCcAOCVnjJmITSUvqrkWpm1gtQWTWvkdIxaJJez1cL9myZpk81poX1SSC8OWkPS1sTkLObCd6dmCTKaxqJKzMI/tgwf53IPDNvAf2r47HMANjPzPynHNhLRswBsBABmPlK/iJmPVt4ern12pPKaYf6N8ht9TRAzfxbDA0DqsY36a2b+OAbnVD3vCOXtgcrrzePnrwFwo18bGqOoYOYLMDzUBGZ+L4D3ms4rTQ4Fl9y+9C3bNmFNSEfz9Pqkc8/mPrMlW5vKiN2eammy19si0b5cMsaWa5KxVluk63PpawpzE2QMKeXlWKi3oKeuhzt8HvzwKbtle+P7mY0WZQRkF0EpsjmdS+XrgR5jOeWPAfwHET0BQzQQAO4L4KYYniLvBGJ7QtUWxgfy5z1JY5LRZwJTaTkyq8vnMkIxOUMtGDOXnvqQw+mSxqcfQ/RWytjrbZJwyPU6JGhNT5e6u+Frb1LzE2sSam9alMEH3c7PBV5KzAuxNsaZc8nMH2bmA5n5EsvnlzDzAzFsAV8w/r2CmR/AzP8T3JqOldQn+WIobXxLGgRXQnau9pTqw0m2GgbW9aRizvaUzIVzOY4+ckpE0HLi04fT2JHePViKw9cCJSNXNnuakrPnW6+pHSHEbIfn0FP9+2lTHqYDbixXDRlDvopoG4hoPyJ6GDOfwMxvGf9OIKJHEtF9k1rWiUYdYCkK0pJzojKt2GIdltwGz7fuCdvK1CafZJtjy1qPDTcYIN0QmQy+rW7fc2NILctHRpdzpeppSrty66hPP/q0IXZc6feoVJS+hK2pTaiM0/uQ60vb05iIrG0s+l4/nTenB6UcaJ25PouVMaUsSvkBnPEnFI8Ycw/V43cC8K7x+yk7ARBRUIeU3F6cy+VgZvIpZ5LR14jFGhMbc3W5PveRUZcvNJJl2r4LcUrn6kqVDwB2pl055OukfHL2YpwKdUI0vdbLOp2Px8/5p0VktPWZ78LPJIN+rekcCRld7dfP8b33vnXo15rul6+MofZUrye3PZUYi0TEITYyxt6k2FNbHSF6umoySo7FWHtTW8akyCWAX9EdSwBg5u9i+A7MTgJLyn2SImSgxW6ZpN6vKeIVU55tpejjSPpOhDn1YSrbR36f3EVfdAeklZzcWGPu0t1aeWY+/aP3Y6xOhkbzpfCRcRVSj0IXZ/oxH0cupS828TFBP1Nq+r7IVHvh66yGOLHqNaEy+uK7ZR1iU31l1Me2S8ZU5/Jmjs92Siy7g/ltt9RyfM9Pyd+IqU+qLteEVFJGCflSJlxdX0o4mC5UR8nULomFQIghDME09lwTletcSRmn8qQmtBB9Mclouv/qa1NUxefe5qLkmCgxFk3lptgbtd9q21NXuZIy2nTUty01cI1Fk3y6rZLqt1TnchMRvZrGL7OcIKKXY/iux44APlGr2HJs581tbYU6t771ppQZalRCt6tTkSgvpA/nnJjaxtAnCj1n7H30NBchTvTcObrzpdZRYyya2uj6zHerX8dHT9Vyp/85IkIhhN7z0rbGt1ypemvqaWqZvtFq1UGzXVdiXpzTJVv7fHVhLuKpj0Ubqc7ln2L46cPvEtFHxr/vArgrgD9JLLujEKuwsQqmErMtkAuf9vucE7JdJymjhLEPMRI+ZdWa2IB4Q+gqy9SOmnpqknGuTbbPS4/FHBO3KUJpc65NZdVeFKlIOm+tOF9rVU99IpKqXKsmY0h5EmNx+4S2gZmvGL/j8kAAtxwPf4OZv59SbsdMiFM0nR9yfMI32pLTKUmVM7Vtc6vwksTIF7u6LclcP/vIGOJI58BHBtdYmetbtZ9cOWG1+jE02iFBazm0ErLV7EOVVZ0zQsippy3IGCKf5Dypk+RcAsOv6BDR3zNz/+qhyoRuGabWUdrIzyVcSxl533pz4Ko/h3w1J2rbNnBoGVPUoaZu6uiySfShS8ac8s450FMfxMro60CXZuljcc7WLUVGXY6lyajXmaKjc+NcJfe2+MQXiWg/obI6EeRWaFsSd666fI7FnJPz+lR8o425ym+BmDbqullbTt/8RB/UyGBtuVRytMc0SdeaqJc0FmPraknfUghxmCSpHcGc9FhCRtuc7JJRyrk8GMBpRPQ9IjqbiM4horOFyu7MEON4SeeLmL4qoga6kzGXM9IKEk6VSmvyAdtGDPS/uWt0TFs86qrdVHZuPXXJKFmHSc4JaRn1ScQnghHqQOs5XHN1tGBvctqaknoqwarIKDEOVV116ekmPiaLjKZcZSn7otsSn3JtMiZvi488TKicjhCheYum61VaWsVKtc1nu0Q9VmpCc7UrxJCEylebSWdTZHQdyyFriEMR2wZbP5ZcQJj6RDp/yzRpmya6nDqbq+xVsqfAjdM5JO2NfrwULj2KkdFld0rbGr3+kGt8yrLZm8lW2+ZFkcglM1/IzBcCuBIAK3+djLhWyyVyTUrgEyVxJaFLTXg1ySmfSo6IVygSDkvtidsnoT5HG0vqqk9dkovbEqS2t2UHciI0b24JxD6kJFFHDmLSakrXCwhFLonoUQD+DsBtAVwCYE8A3wJwD4nyO37YVmQtGrkQfNovLWdKWSHfwVfL2JfO+Vr6JFZDRrXO3LljMRFlqVyvFqPsc6g2eKKVMSBhT0P1PbXvQm1qjbGYG7VPSo6F2Hqlci5fCeD+AM5j5jsAOBTA54XK7ij4DJqULYiSOXySdUkMtlx5cWsVya0w3+v1B2D0/MQQfCa0Gg6DKecqli24rMoWXmhZqzCWQh6gkNYb6ZzPOcfS51gOGVtDUsZcY7EWUs7ltcz8EwDriGgdM58IYF+hsjsaPg8/pCh9qILnmGB9ZCxJqS2U3BEoqS0iX0OYy/kKedAnVz16fSGre4l0jZAUEWlKRWpMx1qJAM4R285Vsac10h4kx30tWztHjIyu9DgJYuYNqQd6fkZEtwBwCoAPEtElAH4pVPaaJUYxYgefLUcz9MmxUKRlTKXUxOXadtLvu7S8pSdnfVtlrn5b7lrpXKP12OC9Hee7DZyjL0tsA4ZsTUs+cLQqjqQJ/V657GmJh7RsOhoyZ9hk8nE+SumpHsWde/5Aok4JfO1NrVS3UDmlIpe/A+B/AbwAwGcAfA/AI4XKXlP4PlSR2+nLSc6nrlu4F6p80tvBLcgHhPWhaUIynbOELaHa2+ShxIzFVnTQh1Zsjc+CKva+6vbG9ZeL3NH61H4stdPRErXtKTHLPNRNRHsCuDMzbyKimwPYjpm3iBS+hiCiSwFcWLsdEezJzLv5nLh0GZcuH9BlbJwu48jS5QO6jI2zZmUUcS6J6BkAnglgV2a+IxHdGcA/MvOhyYV3Op1Op9PpdFYGqW3x5wJ4EICfAwAzfwfA7kJldzqdTqfT6XRWBCnn8mpmvmZ6Q0Tbo3+JeqfT6XQ6nc6aQ8q5PImI/grAzYjoIQD+HcAnhMrudDqdTqfT6awIUjmX6wA8DcBvAiAAnwVwFEs9LdTpdDqdTqfTWQnEnhbvdDqdTqfT6XSkflv8QQCOxPCb4ttjiF4yM+8tUX6n0+l0Op1OZzWQ2hb/NoA/BvBVANdNx8efhOx0Op1Op9PprBGkfv7xcmb+tFBZa5qb0E15R+y0zXHfn6ErifqrCVfhClzDV5PPdaskI7BVTl8ZfeQL/cUJ/d6oPxUW8+sVprZI9WHsr2mkXOtbpqSe5vz1F19MbandjzmI7cel2xpgtexNS2NxLchouj7VRuttscko5VyeSESvB/BRAFdPB5n5DKHy1ww7YifsT9t+97ztp5xCfvM3FvW3TNXXW3DZDfWfzsd7l+cjY8xPckn+VKJa1tRWXxl95DN9HtIm9d7HkCIf4JYxRjZTORI/y6a3R1JPJeSUIJeMqTqWE8mx2BLSY1EvNwTJ3zs3jRlJGVN0VWo8ty6jxHgOkVHqq4j2B3A/AH8D4O/GvzcIlb2mCF1Rr+JvMm/BZbNtVj8v8du4kvjKN52zavLNsSRZlo7N3rTmVMbqk89Y7LhpYTyvhX7MFU3X59JSiDiXzHyw4e8QibLXIi0MZl9S2jmn9Kb7YKsv5/2KLdtnUK+qfJOxd12bskCQjJZIOya23YKai4SUekMXej7X5CBVxppt9yXnWDT9lSa1XtfuVMyCPYfjJT0WD6PHGm1O6/2YtC1ORIcz8weI6E9MnzPzG1PKX+u0bARVNvEx0TkcEjKWuE+xMsa0Td8Sblk+9fqQ4z7lSEbPpnJz9GFsHwPyEcJcehqappCrH6eya9qb3JSUz9avue9TThlb6eNcMoaMRZczLoFLxtScyyn7dL3hs/4FmgVQcyBz0cpgnUhtj+t61+Ar+RCA5OpeRUq+9diA/enQqJVzqKMSW15qPrIqo6vukDZJyw6kyTknox4pmeqa7E6p7fMSdq4lctoa/V5O/SgVbbONxVr9Z1rouHYkXOW49L6kjLYdr7mghM+YlRrX2b5EnYhewMxvylL4giGioA4pHeFyDSBm9noqLlTGqV4gTMbYFbnrnvrIuDPtyqUcUV3GEPlM5/r24c60K6tOiVqmTUf0em0GzDeqp08ac0ZxWmX/nH8aJKNP/Xo79GPqNfoDciHl+14T2o9q21z1m2SRaK96rk8/An4yxtiaVgixpyGOja8t1cucG6+uumznxtobH2KcPQkZ1fNj7U1IX/rYIR+bEysjYO5HqQd6TBi3yjt1aC1BH7hxm9S8Etd5IehRtRjnO7Zu/bo5+VKfdNRf+5BSr60MNbKln6ej5gz5RhfUa03v5+6BpNNvk9E0ocbIaCPXInJOZ0OdRKlvMyiJb7tbtaeqDs7JEiqDLRIWco2UvdH/TOf41OezOK+hi6kyhqbd5JAxZ+TyB8z8a1kKXzApK+25iBGQd6CERi5jVlA2UrdAbeXpZfpGLkMjXiFtkpDRVlZMxMuGT/TS9Jn6eUz0eU6vJGW0tcemPz7H9c/noqH6NZLRWb2dtjbY+suVHqCXo57ril62ELmUtjcmQiOXLlx9mHvOcDlwue3NVL+EjD7l6OXlHIs+tjFGxuncucj1XD/mdC4vYubbZyl8waQaQ5+VSkr424WUczlXZ6qMpjIkZUwxhKa2hVxrK0e6D6Ucr9Br58rxcUpLyGhrg+06dTs4xOk0fSY9oeltVUntyzkH0jZOfWXMbU9bGIspzqXettBrXWX4ROpbGYuua21l+DhypRZ6pvaFXOsqY64fbTImbYsT0RYi+rnhbwuA26aU3WkHn4HZ0q95zGGSp8VtLhu5tu1y9qG6jRMzIYd85qqjlIy+50+YtvVDytK33XNScqzYUidaYVW30EMI3Vo2Yeq/1uYMmxy2ce2T/iJNii65ZPC1XSHyJTmXzLyemXc2/K1n5u1Tyu7kwzWIQq9pgZDBnCJHS8Yw1RCWQm+PRDt89bSUY5IiY0p/lXS6bLlfqeWtEqFRsZS+lbY1un6G3vtVmTNUPS1Rf227mtqPOW1HdwAXSsp2pA1bzkkO5gaB6/3cdrvLULYqn36t7fNW5PPFd8IOabsrNyrk59hi8XkowBS1VNsd0481+9cnJ1Tf+vdxTGr244TaBt/c1+ncmLGYSz7X1nzsdutcP7ZGzLa5j66W1NO5FIsQHQ2pz5UDbqI7lwvD1emuXC1fbNfWMvYxn7tw3ZtSMi5dvonQ7fFQB7MF5sajKtv0PzY3ajpeuh9N2GyNPjFKbLnmxGcsxraxtmwTtWTMrachDnQqrfSlCddYjN31U1/b+rE7l50oWs+fSaW1CF8Oavbh3EMp6oRmetAltJ6JGjICfpFqVcbQyUpPsC+FyUHW26NHY2P7sdUJXMJWtG5PV13GFAc6RO9WScbYPvXdJcz5PZedRkndMm/N8QrNcVs1cshn6sOSv0Dkg+5gAquhpyH5bSYnLMWxLIUrIjm9NzmSMQ8s6Q87tWZ/bLQ8FufyRH1zRVdNRj0nMzSS7qKFcage9+3HVJlt/didywUQoxzSTlZNQ6G/dl3jQytGIlS+FENfA4lIgW89U5mtONC2LaZQVIe0tIyxi545h3sVkZywaxEqw6rJGGNvUmUsbW/m5gmTvQghZO7o2+JrGDUqJJ0E3Ap69CQmctIyqnw5HuLKQWibVlFPfdpl2ga3pQSk1pWLGAczVD69ntit9dys2lj0ScPQ73XqWCzddzH12WT07b8WZbSdY+tfiTp75HKNY1OQkoNjGsQ+A8QV7o+t11SPFKpsOeTL+fBPTVYtChuDbdHjOi/m85r45HiFtr9VeVvpJx9bMxGStjFXtk+dtXaFQtNpTO30va+SMubqx+lY7ENPPuetucglER0JYDOAnwG4LzO/m4ieyszvGT9/CzM/T7C+zcy8Uao8SWobaen6UwaKpEO5BZc5DbDUdn2sfLlW1pL30Sarj7MyV1Zqm6QjUD4RoLl727qMevmh9da2VXPUsjWuNuSsqzTT9nKOYIDvIk8/J+e91dtUsh+ldveajFwSUfZ2MfNZzPzu8e1TleNijmXL+A6i0ts7MZNIyErdl1aMsm/UszaSD1vohtVmzF1bdKbzQ1EntNwLoQmffClJbDJK96OKK//St97WnqaujfQOVGxUK+eckWMMusoM3UlK3VGbghK2KGMorrlDt6k58qDFnTgiOoKInj6+PpKINhLRfxLRJ4jo80R0i/HYJ4jo00R0AhHtSkR7EdGJRHQMgCOI6BFEdDIRfYGIHjqW92gi+uJ43oOJ6JZE9MnxvH9Q6v8XIjp2/KOx/BOJ6FgA+47nbSSiVxHRMwHck4g2E9E9iejU8fN9xvZ+kYgOH48dTURvJqJTiehl47E7EdFxRHQSEb1kPLYfEZ1BRB8CsLP0PU6lFcfJRsj2Q+i2gW0QxUYFY8ixvRIqXyouQxiKzamReOhFMqqhHos19jqh+YYx18ciIaO+6KjxUEVr1Fiwh0RWfc7V7U2qHqcQOh59HGBTW0vroV5faD+ayjPl2brk9tlVsVEscsnMjwRwLIDpl9l3ZOaHAXgngGeOx3YH8DgARwN4IYBDAGwE8KIxmvliAAcz88EAThmv+zAzHwTg5kS0/1jOJcz8cAAXA7gXgKcDOGo8djOtXe8CcA4zb2Tmc5SPXgngiQAOBPA8ItphPL6ZmQ8A8PDx/asBPI2ZHwzgHkS0B4CXAnj02L49I24XgHxPVYZOGrkdr5h8mFDHy3SslLGoJZ+rDmnUSSbG+XJFSuYcj5Ak9BD06FhslE3H5EzH5pjqzvhh9NigqN50rs1ZCJ20p/8xDpStTvUepY7b1hxVyYj/REzeduhCfe64qQ+lZExZQLvO8bU3trJ0GWN0zbRzIZEvqn4+1zapuSNHziUrr2n8//Xx/8UAdgFwOYAzx2NnAXjI+PprzHwdEe0O4O4ANo3HdwewG4ALmflKAGDm64nojhgcVgD4CoA7WerbG8Anx2NneMqxgZkvAAAiOn9sg1r2leP/uwL4ZyLCWNftAOzCzBeN157nWR+AwdjvT4fe6FiMoc+FRBtsMrYgH5AuYyvyhdQZ2j6TjCHkWKBsYnNuknosdDvVNZHOySDtMMw5ljWxOZOp9yDU+dZpZSzmJGUshvabhJ5NZYT8Qk9qP84tdqT0VC83dqGnMyerT39J26MJWz/miFxeDuA24+t7jv9NDuc+yv/vja+vH///GMA5AA4dH4bZB8ClAG5PRDsCN+Rlfh/Afcdr7qeUo9d3vlLfvQ1tZsOxn41b9TtgcE4vsZx7LoDHj+28L4AvA7iciPYgop0A3NlQdjFKRuhSSdn6jNluSy07pizpNkgaeyliV+ypq3aVnM5D6ha9vg0loaM58CnXFK0xbb+1ZoOWFP10kaqrEmXlXATF6pYasGlpkSaBKXIdKmNsZFglh3N5PICHEtHHZ867log+A+APAbxL/YCZrwfwRgDHE9GJAN40HnsNgJOI6AQM29XvAvD7RHQKgKuZ+YuWuo4C8Cwi+jSAqw2f/4CIPkJEd1OOvRTAhwCcCuBtzHytpewXA3jP2KZjAdwcw5b6xwG8G8BFzruQkZYinhK4Vp+l85gk8Ek3yC1fzXtkcrb0z3yRSoLPgc3Qr0r/hW6XqhN262MwBN1pXiI5F7G1cOUYqqzKeEwhNv0mBvFtcWbeAuBB2uHN42dHA8PDNADOYuaXKOf8BMDhSjnHYuuW93TsYwA+ppX9cO2co5XXRyofbTQ0d2rXE5RjB4zHzgTwQK3sI5TXG8f/3wXwMK3c0wHcx1CfNybjbDNsKUm3Ie2RLndORledc+H+mLZKyxgywbr6sFX5YpGOFOg5jC3JqLdFwmi3LmNrSObBSTmWLfRh7ohdCzLqpETzTOSSMbZcl70pLWOOnMtOAvp3JKYqb4urbJOMgEwo3lZOSVzy6QuE0vJJ6YPtuzx14+3rXOWY6KQdV1O5tWWUILRdPjYpZTt2inxKRAr1n99zjcVVxWcsAnEPZ5nKiSWlHJOMKfNFq/0uOS/msje+ZVX5nktm3qxFLTsOWh0I0pSSc5q8Sm+ltiBfTXyMXcx2eOmcPpve+OZvSebBpRLy28eqfHNRyxTdyxEp1GlhfNSu30ZMu3zup7S8Un0YMq5y2hvbWPRJnwLk7MPc4tH3njf5JeqdbQnJe2rBcMbi025VxtwOYg6D6Htey/KtxwbvxHFbxCFVT3VHx/Z5CqqMNjl9opv6+aF6YGubtIymevWJRs9dS9XT1u1Vq4u1OUrNGa3fFzVKnaqn0/+cNieGuXznmIiubdz70rfFVwifrQ/9fOmHeiS3kkLaFjpQbKuv2FV5DKH33uWMmVavMfLZykrFp1xXlMske8pKXN9eLcHcNmSoPugO6VyUMEZOn69KMfWJSRa1HVLjrNbWtbTdtNUhbUsnXAsvnznD1q+xbfONeM+Vo7dV/e9zru18qWidT1kuQlIZ5mQ0fe4ro28U2lVej1w2TMwWoW2CT51gc07QrrJdEaO5MtT74bsyl9jymKJ6rrbZ6gwxfGpEJSTykKsv5yKVKqkObsj16mch28AmdOcqBH0s+rbZdr3PNbFIbrHFfG6aGEtEEOfGoqltqfWVxHZf9WO+YzYl2hkyFk2LoNS0E19HLjT4MV0jKaO+wPOR0eZgms4LcWL1a20ydueyceYcr6XUK1Fm6qQb4hBKUXJyKSFf6FaK63wfY++63rU1nYJJJtdEN2ec5xZBrn4LiXSEotcbsgjUnTSTjKqzrDrtqdtxsSxpLIboaEgZLgd/biy2OG/MLWJMY9Gmq6UXCr6ELtRcC+gQGbtzuQLErsRSyjEZfv0c6cGU08GMOU86QiFhCFuVTy/XJzpn+9zkFNoM/dw2eu4F2Fz5vhPxdO7cebZz1PNSo7Om+n36MTUFIcR5rU1IW2qNRf2ehW6Rh7SrhCPpU3fO6/Wx4DMWJZCaO0LPs41n37K6c7kixCpXaiRpblKRHkwSxs6njJBoZkn5JMqoKZ9eduy5PpEy363xWo7J3NjzdaZqpzuk1DkXidSjm9Pr2PpSCI36+tqiFsZiCLFzhk8KUisRTJu9scnewlhMbYNp3Kly+y541etcbO/Vyk4ThBiquXJcuHJwTJGinDlQPsytrkIjKj45g7kw9bFLvpCc2rl+rMWckxVyvk5qNC2FqW5XG0LHouvzmv0YuiisrXM++IzFWDtTciz6zhuh41Cl9hwQwhJ1VcfH3tjOkerL7lwuCFuybq7BUXrinsvBi53A5+ooaThDH+QIvf+15TORY3K1Td6lUKM4cw6mL7qT4Bu5LUXIQie0TL1cya1/U/kxtiZG7tp96NInybFYE9c9XpqMk42QHouqHZuYK7tvi68BUrd7XJN0qUHlU09qW2oaCJ8HTkxGsrZRs+GanKXanHvl7UPImIiR3ebwuMrx+XqhVFz1S/VxLcerhK2RKiNnPRL2tLZ9isn5lqJGulHOOSJ0PHbncgHEOCYxdbgoMaH5oE/ArpyRVaTl/Ls59FWvmrdjyr3Tr5nDZxszt57a6ndFxULHpus+5sJny1SqDaYISev6HGJrWpBF2vHT+8hHRsmx6LPIk77vczsjm/iYLDKWXHTN7QYeRo+1yti3xReKaaIN2ZprwQC6kNjy1GU0hfzVYyUd6NzyTZ/nlM+mb5KTbUj5JaMotnbFtMHWj6VTUnzuo5SMpuPq61YWs76E9lUO+XzThnSnOaTtPnXUiGa6Fnkp86JtLNaISptkkLQ3tjps9MjlQpHI8WoB0wpbn3BcBq31e1BLvpqRLtc1Eo5n7a04nyhfjryvEvjc25q5rimkRPNWwdaYkModbQ2f8ZUrNzg3MX2Wq32ucrtzucKYnBJ9ZSa5VdUCpdqRMtFswWVJk1QJSuVD6fWUlM/1Pkd9pZ2p2PQBifrm+lHi4SW9zk4aNXMgp7pTbKqL2pHRqd6c91hPHaohZ0jd3blccUwTTAsDzYeW2yZBjHxLuic19FCvM7cRrrHoMskYi89T1zHbbZL3vOZkuirMpSr4niuJTwQ/hND8a8nyYuoJlTElKJGTud0zG925bBiTotXMmbSF41PqssloK9MncTsWaWMIpPWhq4wYpA0hMN+2GhObpJ6GbAOHXJNKjrEYWl+Oa/Trl7ptW8rWpJaZinS9vjLW3qZOYU5GV/6o67pUbPnPNvoDPY2T8iRpDnIYqZZk1Lfjck7WrqcMczsJEvL59oMuq00+yXsunU8VsyDI7XRKyLgeG6L1ba4fpViCM2milK1R6yudLjLVWwqXjDlzL2voaMndg4kQB7M7l42xHhuCvyDY5ajo57VAjIy+tJBjKimf62GfFFLLmWQM2X5S9VR3TFrcDoph1cZiCJNscwuj6dwWWLqtAW4s41Ide+l5sUV7k6qrtsVerT4kZq5ScccMEV0K4MLa7YhgT2bezefEpcu4dPmALmPjdBlHli4f0GVsnDUrY3cuO51Op9PpdDpi9Ad6Op1Op9PpdDpidOey0+l0Op1OpyNGdy47nU6n0+l0OmJ057LT6XQ6nU6nI0Z3LjudTqfT6XQ6YnTnstPpdDqdTqcjRncuO51Op9PpdDpidOey0+l0Op1OpyNG//nHxrgJ3ZR3xE7bHM/1E2YprMeGG15fhStwDV9NPtetkozAVjl9ZZyTT71vvuj3Rv2psNTyQuUD3DLGtCcXensk9bRVOZcoY2w/Lt3WAPntjYQO5LQ3KW2U1HNTWRIyTmWvmozduWyMHbET9qdDtzlu+y3U6XdDc/5WqvobreprtZ2n8/He5fnIGPt7qFK/bay2ZWqrr4xz8vn+JrerTbFlmMoKlQ9wy2g6Xgu9PZJ62oqcenuWKmNMP4ba09rk6MMUW7GJj0m2NWpbgK6nNmwymsqNbZtUP6o6YZOxb4t3oslpoGPKVq+pOXn4REX0tk5/S2ApcqwFtuCy2YVrC8S2pdUI5SqQw57m0qmU9rVke13tSJWxNN25bIzJ2OvKYBuUtQdGTN0mGU3lqE5XTTljHd25PjSdU0NGqT5MLTMXsbqzSjICspOPuiNiWgiVRtp5aMlxVsmhp1O5LdhT6bGo9qP6ua+MOe5BiozT9a6yQ+upZaf6tnjDtDZ55SBURltoP/e92sTHROWsSLWrVfmma23H9bSNmpN6ThlDnBeJ9A9X2SkyTrLoMpkWQaVlVMusORZzk0NPXeevkj1Vr4/5bFVwja/QsSiJydbZ6M5lJ5lUQxFT30SIspuun8rQiSlXitR6S2xzrscG7E+Hik1m6ueAXFtTcpJdMs7pR2mDP9UZSmw/TvW1OKl1wtD70abvc2W4zpPsv1h7Pyejb1mue6HKmdOBzlVGyJieyrbJSMwcVHknL0QU3CElDa+rLmb2eiouRsYYfFd+rmv0c31k3Jl25dAJ26cPfSJkPnW6jKxvH04yzqEa9tC2+xi5UGO4Hhvwc/6piIxzTqcaBbRdEzJph0QLY/rRVP7cNqTeLtPCz1dGvfy5831kLGVrchBiT0PngJg5Q8Ke6ueH6umqyRhrb2La7XtNqIxz59tk7JHLFWfq+FVc2fsqeWxkxmeynLsm5b7qjoatDSl9aJvYY9qYm7mt1tA2qREC9VoXkg942Lb8feSczvF1jlVZc0WH5iL4vo7t3Lmu63KmDPhQ4ts3cuFjT1O/YSJmMStJaCqGhH1Lsaux9sblsIb2YapO22zO3L3tzuWK47NFLLEdUBLX5BwqY215QxyH6XyXfKbPa8voQ2gfTteEGtKSW7W2+gH39qDpmrnJRNfpEtuPepl6pNKkk3q7XAss9frpWG2Wbk9NiwApe2qzTTXGo6sfXWPNd+enRr/r/WjaGXDJqo5jU9mm6ydiFhZ9W7wxUrdxQp0Z3zJ8BlPotnhIJGSufb7X2srwNboh2+KxbZToQ1M5kn3ouy1uqzdVRleUxvWZ5La43k6fScx0nY7LWfMpfxMfUyS9ITY6OeHaNp/rR6DMtriErdHL8b0mdFvcReiWp8+1rnJ8d59y6amrbb7X+ZRjG4/T8Zz2xqd9vtfarnftSMzJ2L+KaA3iUsLYVWYrv+QB4EZRFdvnc8dMg7AlGV3MyW8jl3xTe0pEMFyr85x1xl4Xu8UFYBs5p/e59TQ00ihlb1R5WxmLPn1oiubOIS2fz5a561oJe6rXVaoPc8loqqe07Qkl1ObYHE4fGfu2eOcG5gZX6QnbFhEyoUc6UlZ3JZC4n6YyfCa6msYvpH7ViZGMmOVAcos3dCuxhJylx42t71ukdVujI5mG0JqMMbs1oWXWpiUZD6PHWn+hpzuXCyV2e8BFDQfTVrctL0S/LrS+WvKF5FG6Joe5fLzW8NluncsH0mnJGbHJZ+qnEPnUslvA5AT6bNXG6KRrQstBbAqLbcE7RY9K91/M1nmKzWhVT02kzBmuckvj04ehbTXJ6KO/3blcILZOT3W+XNfmNvZzjqV+rk355yY012clJzQXqdGcWn2o46OnKQ6IiRIyTu0PibbrDrSP3KvQj7aFQmj0utbCyKcPY8qc255sxXle5TlDJXTnK9S+tiCjDduCL1ZG3zHZncuFkWMFZZokauXP+CJxH1rOEVpl+dS6dWNnalesg2kqq4ae+hjjlAWD7ozX+kGDqQ3qcVe6SmifpuhB67Sgp7lZJRml7GvNsWhDXcCm1uMaj925XAChk1LqwDFdL/n9gSZsMvrkWdrOd1FaRlcfxuQpzlGjDyfmIpIm45fidKmUkFHPF7Sd40qFaN2JmsuBVe+BRN5kK9uOIazCWNSx2dNVnDNs2AIlORbsNWQ06Z2+2EtdyNreq/Snxdco+rZM7FZxTWxbbr7vbbQykal9ZNpGi5WvBXy3fFNlnO5bjXvjI6Nr69gHk4NXcpEQ0x/qfx90GTdx/JdT58KnD2vpoQ0fe+KaI1qSxYbeftdCSH9teu+i1rzh00aXPubqxx65XOPYQuQtGo65aIl+jv4+RsbQHLEUfOQzXQOYvx7CVkYrzrMvMTLaymlV9hQZU/KoSmByKNVoZou2JgZfW9OivDntje36UsQugPS+jLlHpUgdS74y6vW4ZBR3LoloI4DDAGxk5gOU46dO78dzNjLzkUR0OYAzAOwA4KnMfJ50myzt3MzMG4noCADnAPgJgL2Z+QQiujWApzHzq0u0pRZzidyljGDI4I3J0wqt1zVJxBCy3VlCviWxFOck9IED22etOZY+LEVPW7KnoY5QSNlzn7nKXAX9tKUD+OppyxHMCVsb52S05VKbEP+Fngjn8lRmPoCI9gfwDGZ+unLNOma+XrSBW8vezMwb9XYz80sy1OUtR8wvSuSMVrjyN3RCf6HHt74QYu+DLQ9HJ/VXQVLkS+ljSfmAsF/oicUUgbblhE3nzF0PpMko6SS4cmxNn+cYi6qMOXI+1cnKVr5PvaZySvxCTw6kx6L6Cz3SO1At2FOgPRlXbSzWkLGlnMuzAOxBREcQ0YeJ6FMA7kVELyWizUR0AhHtBQBE9Coi+vx4bBci2md8/0UiOnw852giejMRnUpELxuP7UdEZxDRhwDsPB47kogOA/BMAH9ARMcT0V5E9IHx88PHcj9PRPuMx04jorcS0VlE9NDx2COI6GQi+oJy7ItE9A4Abyh3G2UpvQqLTTI2bdOkkCvKkCKfJJLy5bj/prLmcsLmzk9tj2Q024Qpx03dUva5J0DYU7hT7mIOmWwRIFdem08Et7MttvEXe798xnNIvp6UgyTd/67y1JxEXdYcergFlxllTK1rbuzZZDQR0o8tOZcHATh3fP0zZv5tANcBuN0YYXwugL8kontj2L5+EIBDAVwO4JUAngjgQADPI6IdxnI2j9HSh4/vXwrg0RgcyT21+t8F4J+Z+YZQBRFtB+D5Y7lPBDBtk/8KgFcA+G0AzyKidQBeCOAQABsBvGg871YAXs3MfxJ3S9ok9/ZOyGDyPTd0EOWcxHyNZIgxrSFfKUOYYvBSct0mY28idpEw/Q+5vsY2Y8yCYc4Bd+llaN+0/DU2rRHbhy5siyCJNoQSq6euCKiUnqag3lcpGUMionOO9xwlnUt1e2JHAFeOr+9JRCcC+EMArx2PfXX8f3cAG4loM4B3YIg23gXAFwCARwBsYOYLmPlaAOcD2H28/uvj/6muXZj5Imb+BQCf3M7dAFzIzNcy8wUAbjkev5SZL2HmiwHsgsGJvDuATQCOA3AbIiIAlzDzDz3qsRKyOixFiSjaXG5PqOM1dzyn8QvtQynno5R8U12xhtB2TeoWtG+OlA+p0Yu5qKdvG30iLSlIlJF6320Tou9iw0ULtrTkWPStc5Xsqa0Nvgv2uc+kdKRGOS6nOSbK7OOc2hZ6JZ3L64hoasUB2Or4ncPMBzPz7zLzf4/HpvzEcwEcx8wbx+jlk8Zj958KHZ24n41b2TsA2BvAJePHer7N5US0BxHtBODO2mfXAthOO3YpgL2IaIdxS/5yQ7kE4McYHgo6dGznPqPTG5wvuh4bjBNZTaNo296KxSSjxORqIua+peb02Powpm69/hz5N7EORayMrrbYjoWWZSsjJOI19aNOiK7ORUhCyjOVn1rGdD9i7Y3uNJsmJomt01jHMsXWlCCXPc3VBsmFWsxYjO1HfRxKLFBc9mbO8TLh6kdTnTpzdkZKflcdKjmdy18nok3j3x8BeDGAj49RyN0BHDtXADN/DcCPxpzLEwE8hZnPAnDhlHOJIZr4UgAfAnAqgLeNEUwTrwTwcQDvBnCR9tnXATyIiD6s1H8dgLcCOGUs/68t7bwewBsBHD+2801zssVQywEoRaqTkwPJclPaaTMuEpEqSUJk1I1d6FabXq/PMSlS9FTayLei++qkn+JAl7BVKeNwFWwpEL9dbbuu5iLIRqyMtra0EPmPQVrG2MiwyvZBZ3vAzJsBbAbwEsPHBxrOP0B7f7T2/tXYmus4HXuxVsyZAB6onXOE8nrj+P90APfRzjtSeXuQ8vrw8fP3AXifrc1K2cdCc5h12UpScouiJrmcrlbwieasIjkS81u8H5Mzqetpa1tvqdiiJKnta8l2+USPVhnXnNHyIii2DbEySo/hHKTsIKjXzJXtoqUHejoasUYsh9LnfHDA9zNbpEuqbTkMqpR8Em1rbVLUV/mTE5YSIWlFxpzRmtKEPtRUIic7lJQxVMLWlMD34Q4pO5hjAZmC9EK9JXsDpOeFSyMeueykoT+h6rPqaEnBfQiRMUa22pO5/vUuLkdjFeUD7F9hU6tt+nazBNIySjomqrOTcs9tT8SrW9wxD1pJRCwlZIyxp6vGXB+qrNpcMRE6FkvnkUqRQz5XOb5tirm+Ry5XhNgn+VKMSelBV9LwTavOXE57zaiz7UGS6bOczEWzbJO7RLtK6avtvs7JOLFK+X66Y+bbjy3tuphowcmqNRZDCNkqzmlPfcv0jSamzos59HRyoFVM8pTQXQkZu3O5QKTC9S1s3ZiYoimxDpQpklGKGPlyOGKpZelPGUsZ3BZkmzDJ6Itrayp0fObWUVMf6m2ci4ylLsRsdeV0NkPH4lJx2ZtQR62U42Or33VN6oLbNeeEliWFusNgqj80ncNH133LSt4WH78KaA9m/kFqWR03Plsf+kDPsV0oRYgRm8sJkpRRLU8i8utr/CZs5+vtitn2sm1zSmLSQbV+9Rz1gZc52Vx16eerk4mkg6LfP5MjZOr32Hvso4cpW72mr0rRZVTfm+yNafs6ZDIzvbadVyqyaetDSVsjXZaKS29CnbPUMWSypzHl6XbE1e7QeTE06uqag2Lv13psgOkndeccPpusrrE6h01vQvoxOXI5fp/jf6SW09kWqUiQ9OSaA99ka9vK0zSQUiNGsejfjzgnW4x8pnN9Zcs5Qdty9ebqDI2Y2KJdtfLMfO+pr4w+ulp6Czm0vpAFWuj2ay706K2p/lW3p3NMMvrYpZRFk2kb2IZtEWTCR3bbnGE7N5Tp3oTI6IttJyVlXLj6cs7ptskotS3+RSLaT6isjoJrAMVu0/meb3OQSuZ9pcro2sowRbti6o1tmwQm+fQImqkNJRzMuXpM7QzdkgtZlEgZe9v9tZ3r6ocYGU33Sz0mJaNPP9qitXORo7kxOVd3rkk7x7mm80uMRVO5qU5nK/bUp86Y63UZTRFK2/uS86IL01jUj6myuWQ0yetr/6Scy4MxOJjfI6KziegcIjpbqOw1j1Q0JjS6YlrBqufkcMBSywyRsXRkSKI833sUek4Owzh3j31WyiZjrzswrkhTDj0NIVZG03mm97ZjUvhGgXy3X+e221ztqN2XOjHR6tSyQilpT+euW4qMLj1sdV6cygHsqSi645hap5Rz+TAMP7t4CIBHAnjE+L8jRGxHh67sXCscyXbFImGoQyMUkjL6tE13+mIMdcgWuc/kngtbpEuyD2POlyRGRlO0QX/dIiHj06TbLcnnM+5C7encubkWebmuV+2Hj57mljE2NShkLNZKWZHWJdvnPjL6RC+3n22lB8x8IREdAODOzPxeItoNwC0kyu5sJSTa5soNknBMpHOPVEKdnRzOV0755pDKnZyLGtaOAs31s498Euek4JJB/azUWKzpnIXIGNMnqpwhv9ksRa4+jM1plWRu3khtW217IzEWl0Do4siEb1+KOJdE9DIA9wNwVwDvBbADgA8AeJBE+R0/dCPm2l6TqKP0RDaXcC0hY+0oUck+rB2tNLUjVEY1dUMyIT8V6X40yVdKV6e6bVFGPXIlGSmzyZUj51LFVK/0WHT1ZylMY1Da2W3F3pje55gXa5Cr/1IWrlLb4r8L4FEArgAAZv4vAOuFyu54UEK5Sw2gOcMect2qkKPt+vZ6C/hGcXzQt6piykglRldjZfQtQzqqF3o/U++/yxlpxc6tkq2x3UdJPc1ZRuv1tyqjZLtM9meufCnn8prxK4kYAIhoJ6FyOx5IG0OTIzJ3fY1tqjlcAyBGxtyEGvsY+Uo6Jab6gRs/nKH+6efpr+ewbeepx0vJqNZtklGK3OWr9UyY9MjVhzGYdEWlNXuzarYmhtAUltpzhql+yRxf025CTj2NXcjGyuhjTzbxMVYZRbbFAfwbEb0TwC5E9AwATwXwT0JldyKwbaP5TkCrlGivOyMSMpoiRqUmNCn5TGXpx3P3a2jifGh7TPfK5mSW1GHXfZ8Mfqqe1o5Gu3LzpGS0lZ2LkLLn5FM/D7WnJZ1nl2MobU/146Uw7eJIyGgrv7aMEzHtsO14heqwSOSSmd8A4BgAH8GQd/lSZn6LRNmdOEIGTMrqpgRzOTKuAS+Z/5WLuXufU77cpOpVy4ucidAk+Vx9VnILsHW9K40tctuivqrELlRbl8snr3LVdNi2ULEdU4+n9JdLl133UMS5JKI/BvAtZn4RM7+QmT8nUW7Hje4Umgyc1ACqNRB9B4V0+6Z7GzMoQx42mNtWyUXJBUXq1nZoOaUnvtB7Ke1wl0KqH3PV2UpdMflppVhFewqk2dQSqPLlrr+mLunyudoilXO5M4DPEtEpRPRcIvpVoXI7Gj6DPnSFqTqlLRjzGMMm0W5Jg9rShDJRwymR0is1YuYybvq2rNoPofL7TGg1ox9SMvpEzkP7T9KBLjVppzLXRp9oWkrdNnLXZZO7pIy56y5Rj+9YBMrO06YdMp/6pbbFX87M9wDwXAC3BXASEW2SKLuzLTaFljJeqXlvEvjImIMSWygS0TnpunM4XlLYEtklFychdZvqUx2wEoa/llMrke+bev2qbWeq5Nyu9XUwffTTdo7JsXSxijJKkUtPQxxMSRlDtuMBuQd6Ji4B8CMAPwGwu3DZa44YxZBawZq21HMMFmkZJSgxebmiQfq9l5Z3qjtVTt8ydMcrxbmuta0nhWTOYkkZ1QeRAHc/5p7QVh313qljUTKNyYTJ5oQ4h3Nzi023VWcod3/aZPR92Ci2TlddoWXFlDF3TY30OKmcy+cQ0WYAxwO4FYBnMPO9JMpea/g+Jeh6iqt1cj4J2cK9UOWT2g6eaCWHdpIxdnHg2lqr9UCMToye1ti2SiFERp/7Luk8S7AKtsb0oEbIzoBub1x/ep2plIpkp4xFoNx4TJVRsp21bRANX0+ZWAjRawH8KzOflVzYGoeILgVwYe12RLAnM+/mc+LSZVy6fECXsXG6jCNLlw/oMjbOmpUxybkkol1dnzPzT6ML73Q6nU6n0+msHKnO5fkYf5UHAGkfMzPvHV14p9PpdDqdTmflENkW73Q6nU6n0+l0AMGnxYnoUQAOGt9uZuZPSpXd6XQ6nU6n01kNJB/o2Q/AB8dDjwfwFWb+y+TCO51Op9PpdDorg5RzeTaAfZn5+vH9dgDO7F9H1Ol0Op1Op7O2kPr5RwDYRXl9S8FyO51Op9PpdDorglTO5WsAnElEJ2J4avwgAH1LvNPpdDqdTmeNIfa0OBHdBkPeJQB8iZl/JFLwGuMmdFPeETsZPyv5e86+TL+ccBWuwDV8tf51VEZWSUb1lyF8ZbTJ15psE5J9uAWXZf1VlBjUNknqaStyTnq15H6MlTFHH6rjeLo+5X7psgHdnurkGoumex9Lrn5MbWMtGZMil0S0J4CfMfPlzPzfRLQFwKMB3ImI3srM16SUvxbZETthfzp0m+Mlfk9b/Y1bX6a2ns7He19jkxFI//k4qZ+fm8pR2+krY60+jEWyDzfxMda+LY16v6VlbOXnDSfU+y4l4xZc1oyc+nhMHYtTmSkySt2jFFsDLN+eAvMyptic1vvRVG5M26TGs16WTcbUnMt/AwZXm4j2BfDvAC4CsA+AtyeW3VnDmH57OuSa2o6cqf5WJmqVHG2qfe9L0JKMOZzdFn8jPdVB8v181WxNrja0IJcvsW2V7Mdc9r2lsRjShlTn8mbM/F/j68MBvIeZ/w7AUwD8RmLZa5ItuAyb+JhtOrFFxwSIU/hJRp+y1XtRY3CZ+mKO1raiXMTeU1sfuvS0pnGM1VPTtS0Z+4mUttjGV2tySvWhqRyTrSktd8pYnLtelU+XtSSx9frMGbVlTJ2nfGVUX4cuhKTw8UdSH+hR99kPwfgQDzNfT+SVZtBx0IpRz0WMfLYoTe57tYmPCc5ZUbeUltyXIQbOJ8omtRUnicnxmoy72r9qeslcWdLyTeXG5FaZ+sflkPn2oc+5ocSMxek60+uUcqRJjUKHtq2WPY0lxqb6yiippyn9aJJRfV2zb1S7N723kepcnkBE/wbgvwFsAHACcMPDPT3fcgXxUVx9YMca+xAkB1fpLetWDfVEjFOyHhtmI7Q+q3D9vktNjkB8HvFEDp3Wx42E3qUuXmKud7W9VqQkBzVsTQl7qtentil20Q/YZZOeM1L11Ra9TlkU6ouyGBlt81wJW2orZ+58m4ypzuULADwOwG0AHMDM147Hbw3gxYlldzxobeuqdWz3STccpe5riFHPHQEN3c7X7xVgl8F2jur8qef4GDjdCJuukXLeXJ+5JiqbsfbtS19jL6Wvc3WZJlBb34ZGl3zbEMJ6bMD+dGjQffFtd+x4zGFrQtticvZc5/kuJlzRwFQ5c8voIiSKr5YXYlMnJ82nPSHRZt/77greuPrRJmOSc8nD9xj96/SeiH4Fw3dcXsTMn00pu3NjTAqnd/iqOZg+xipFxpgVucnJKXVfV7EPdUIcPH2LxXWuimubay6qIInNGXb1Y6zDpb6fkyUm59fVb6Z65yY3ia1dyT4L3Rad6ydTlCg0ciRta3wjyapT67MYVMuRiI6lUHrO0MsuhdSugI+exjJ3b1O/iuiTAP6Cmb8+boWfAeArAO5IRO9i5jellN+Z70DVEKcYPJehrWFAbFGpkIiW/lqvw/V5LUzRLvV9iLEMNay5t+ImOdR2udroiv6px0yRUFt5uWS0RV7nnG2bI+VysCQniBjm6nfZHJvDWmM8mqKw6meh937OGa1la0zjzaWfPvONTx3T+SV01TZnzO0gmAidM2qMR9vCxGcczUUmfeqbqwNI/BJ1IvoGM99jfP1XAO7GzE8iovUAPt9/WzwcIrpRh+gDxEXq4HGVM3fNemzAz/mnXk9xTTK62huyog653lWOlIx6H4YS6kD7liHZhzvTruzzvWumCSekD136HzP5tySjLdoyV8ac4wkAzJxFRpWYsaj3o0tGV/mn8/Fe/egjX0iEMvR6WxkmXVaPhdpTH+cgpH2+17rKcC0qgHIySvShqRyXHk+f5bQ3trpDrlXLcO0I6XXp5ZjsTepXEV2rvD4UwLFjRVsAXJ9YdicTtlW57XhLhKz+V1VGX3Q5QqK7pYhxcl3X+nymRjBqRYt8JyupiJ0+aUuTox99nQVTpKg1Um1NbplSbIJLDl8ZS4xFCRlD+lFfEKp/JYmZE313WUx16fXZ7E2qc/kDInoeEf0ugPsA+AwAENHNAOyQWHbHQsy2TK46S9QXU7dvpCvk85awRbJbliGmbVIy5h4bqoFO6YOY6K7NCZPGNQH7Xuu7hWhyunPJl8PWhNRZCrX/YuXMeb4EpnG4pHlxqjOlH3WkdkR1Up3LpwG4B4AjADyOmX82Hr8/gPcmlt2JRI/cmJTH95iKKVKWMxI4V3boajFk68P2Pzem7RUp+VxGKad8c5P3nHwhbYuNdkpiy0+SmuRK95+rHSrSjm5JmWJsTaqMLe2i6PKZ9DVGXl3GEvZ0zqkMlTHErtbCJIdLT2MXQyF2Z/ugGjSY+RIAzzYcP5GITkkpu5OGbdCkDoAWjKHLaAByMtbYZnYNein5Jmr0pR6Jcm23mgxZzALBVFZuVNlsxt026camfkyvQ37POIVJBl0WUx/H6q7tHpWSEXBPzr6RWBem60vK58LUb6mR2lpzSO55w1RG7X7UHcyUfgydD5OcSyI6lZkPGF//MzP/gfLxlzBslXcKMqcsLmMYMrh88y5qIGHw1bImWpFRSj7J+xRT94RPG1ImAGmnfI7JaM/JOOeA+lJaPlPdE+qE5XLKWlik+lAqf66mPQ2VMfae2BYjuZjTxZByQlgVHU/pR5VcOZc7Ka/voX3Wf/+xI4bLITZtSZgMWKyRaBGptoVsu0sxtwJOjZK4qPG773PbrSmTkCknsYSMrq1OfTxK9J+e6pOTUFuTgxp6Csjn803oTl5N2xqSHpQyZ5SSUV2gqo6tScaSAYWkyCUA11euJH0dSycf+lYVkBa1BNqYtE2OSOxAakVGF2oUINRo1JIvNtUgNmI5GddaDvTc53qUo2Y0ORQfGSWiOC2MRZetMaUFpI7FEoTMATn0soU5I/YcEy3oqS+SMtpIjVzuQkS/S0SPGV//3/HvMQBumVh2JwHfQaROvhOtRuxS83ZiE9JbxBQtaiEqIInNMVlSP+rERPz0CEUr6RsTpv5LeaCg1Jaq6bXvtasyFueilNL3ulT/qfXN1TvXnhhdLW1vJPoxZFz6yDgbuSSijQAOY+aXGD4+CcCjlNePVD47ebz+SACnMvMmpcyHAtgOwDcAnA7gWwB+CeAJ40NC2SGizcy8kYj+AsA/A9gNwDpmPoOI9gVwX2Z+d4m2uAhNuE3Jn/F52CIHIdGNVKfSdH/mVuytY5JvVfJ+fNH7IVa+1hwvFdcDMr5RpU2c71eIYpGwJVIy1rA1sTtEreKyidKO2lw5kv1o2tHT6/Mps8U8fR2XrL7Xz5EUuWTmp7j+HNd9hpk/Nb79HDNvBPBPAJ45nUMjKe3zgZlfy8wXA9gX4wNIzHyWpGNJRKkRYnEnx2eVktux0ttQQ8YQWjUULkLkT5Gv5LazbyRT33pOJaeMqWNxVWR0RaPn+nE6L4QtuMyYV5xDxtgyTY5KzFhU5ZTqR9uizvd8SUzOeg4ZY5HOUZUci+q4m4uqS9Xp7fQQ0b8R0UlEdBwR7Tweew4RfZGITiWiuxLR7YnoRCL6LhGpEcjDiWgTEb1nvO4IInq6VsVZAPYgoiOJ6L0APgvgVkT0DiI6gYg+RUQbiGgdER01tuXTY3mHje34IhEdNh7bTESvIaIvE9HTxmOPIKKvEtE7MUZtiehoIroTBsf2RUT0QSLaSESvGj//cyL6/NiG24/HvkZE7x//7zseezoRnTL+3Uc57wMA/sy7RwqQmg+Uc/Udo9ipA9FXxtbyZ3xl9r0vofLl2vpTcyUn9G0fU6K6DzEy5nJMbPcvJC81dSxO9yPUifBB7UeJ6J1ahsRYlLI1IRGg3GMxtj7TdXMy2rZGc84ZOWzNhKmNtu3mHP2oLoRi6rIxd70q49yC3HQvbDKGPNBzBDP/7+gUPo6I/hPAcwH8GoArALwLwGUYnhr/PIBfJaLbjtd+h5mPGB3F+1vKPwjAuRhyNc9j5qcQ0SMBXMTMzyGih2H4Ts1vA7iEmZ+uRASPBPCb4+vPAJi24P9t/OxzAN4N4C8BPBjABgAnavW/C8D2zHzUmAoAIro1gEOY+UFEdMB4/XMA3BrA/gDuC+DJRPRDDOkBB41lvwfAowHsAeCBzHyF884GklvZauO75REih68RzEHK9oOtvFAktiZVdIOiPjRTIlm8ZplTuRIPqfg89OLSn5yRm5CtR99r5mSU1tM5JGyNz5ZpTZsbck999cyUkxpyjyQJ1VOfdtoczVWWUb/WR+dtuuwzp/k6l9sBeD0R3RPAzgA+BuAOGJys+zLzd8do3Vcw5E3+KxG9djwHAM4c/58F4E5a2Q8hohMBXIzBeXwhgK+On90dwO8T0W+NbT0NwF0AfAEAmHn6/XJm5p8DABFdp5T9dWa+loim865n5l8A+AURXeoh914Azh5ffwXAy8bX32Xmq4joYgC7ANgbwD7Y1mE9N8axVAdr7NZeCUVPIcUAh9bvM2nrAylFxvXYgP3pUGtdqZSegG2YjJVr69OGz+Qcg96OlD5I3WK3jWXfe+XjhE6fhXxx83psuNFCIWUM2Poxxkk1oV7vK6NpLKpt8sEVxfHV3ZwLBJOMpuhXbG65b+RZehFtK9+moy4ZpXZ4QmQMvR9qP7rsRexCSKLdpuOp33O5L4CdmPkgAG/D8B2W3wdwk/E/MDiOlwP4r/H9vQFcML7eR/n/Pa3szzHzwcx8+Oj4AcDkDJ4L4P3MvHH8sva/Go/dH7hRLuM6Itp53K7fTilb/zqkdUS0ExHtgeEBHpVrtWsxtn9q+/2UtqvlEoDzAXx5bOdGAA/R5PBG7SjT6tCFa7WS0xmRfKgiduDYti8kqO3ImWSrHX1O0dMJ3222OeacrRRc2/NzfeCbNiChXyll2O67T3/YtonVz0PaYatDegyGyKZfN/1PWWjMtSs1vztkLM3NGxIpDbFtm5juR2j0DbDLZ5szYneGUsuwXe97v2z6apLPZzFrKj+kHB/nkgB8E8CdiOgzAH4DAJj5UgDXAfg+EX0HwKsBXAXgPUR0PoBfjg/KAMDdieh4ADdn5tM86pz4OIC9xnzHEwA8bDx2GyI6GcAnx/NeAeA4DNvfL3eU9zoMT7G/DMCPtM++iCE39C3TAWb+EYATiegLAF4F4DWmQsd78SkiOnmMwv5FgIzexCpsqqLPGUMpJOSTGOTSxlQtq7ajCuR3TGMWCCn3xeR81Ha+XaQ6gpLlSWJbALWi91K4Ineh5LI1vmVKRCwl21OjzFWQcQ5pmyqBz7b4Hhi2gf/U8NmbtPf/qJ/AzEcajh2tvD3cdj4zM4DnGep9mnbNZzE8AKQe26i/ZuaPY3BO1fOOUN4eqLzePH7+GmhO5fSTl8x8AYAjxtfvBfBe03ml8Zloc29h5GZOxtCBVXsgmpB0mFqUb0J3SGIn6dIyhqz+bU5XCiVkDtm2DzkeWn9tXGNxCbYGkJXRp/zSzEXjUhd9Lejq1I7U8WhKF5srW8cZuSSix2F4ivojps+Z+eWuP68WdIqzKobClDdUoq4SqQRzSEfickdIYpCScSonV+6mDdM2lPqZqR2pjqWrzlRS779EWbVw2ZqcY9FWRwl8ZUyNyLaqC632Y2q7dHsjuZgNwRm5ZOYPA/iw7XMi+oeZ658f1JrODV9HoBKiFLERhjkkoyQmGQG5SSpFxpTrJ3T5WnHmSvehnpReYnWfS0a17a30p0Q79K8i8n1gwBXFkLhPUv0YYk9r2RqJMeFjT1356jloac6QnBfVPpO0a+qDdb5jzJcaYzH1y72fDeAADA/xfAXDU97qX0eAlGiF9GTu+5BCTiQiCdM9dQ1cKRlNDz24aMV5kcJncp/6IlR2kyOTW0dtdeaut1ReqU1XfXRYMuqSi9L21CfCnXLfbN8zKCFjyDbqnBOSQ19L727l1n/buAPsOzQTkqkpJlscWk6qc3kbDN8P+VsA/gDADgA+zszvY+b3JZbdSaDVrQgXc4PXNpmbypmrx3ZurQdDpsG8ao6l3u6U+yU54UvdR1U2m2646o/VUfW8nFu0arm2sn0mrZRIvWss105NSe1HX3vmU1YOpuiYa0Exx9wWeCt9CMj0Y2tzq8+8EWtvUsryeaDHCjP/BMNDPP9IRLcD8HgA3yCiP2fmf04pu7MtoVsfppC95FZFank+g14/zyZPyODxaVdJY5I7kT4Htu8PBMyGWHfQ9H5TJzn1PBe2Pgp1kmyYvg7G1E6XjGobJLamdDl9IkYudBltzpTP9px6jmtLz4bLwZSyM2o9vo6Qer60rbFdE/pVRKkyqtfpOiA5Z8SORdM1qf0omaajb5Xb2uDC9f3Ic0GQCZMd9O3HkDnPRyeSf/MaAMYvUH8Bhie/P42+JV4EX+U1rd5CB5U6aZRccfs6GT4yzrWz1JZcSJ0pxlhHd9KlSYm8SjoiPudJEdJu/VzJLbYcckpEo12E2iFXhM1GiJNm0h0fJ9vH1oRuWab+vGXqQsb3WEhkdq68UELuqW8ENjZ6aysvBz6Ope3cuchtiA2f7pfEzz9uAxG9HMAjAHwLwL8C+Etm/mVKmR1ZTNGEOXyUS3LVZytPwgGaM3425yD3xBpDSP+pURbbddJ9aCp3rg9t0Tgbuj5Px0x15YpAm3QjZKLToxyuyTBURkDmd7dDxp7v1rHNsdaPz90zIE1GCVtjKsN38arLWGIcqvXHXp+yOG9NRlf0srU5I/XexdrBVBlTI5d/jeG3wPfB8F2QZxDR2UR0DhGd7b60swq4VqfS0a/YyJduqH0cmtiob21C2u1zfm3ZTI6HKQI9p4cu5y6XjD6GVm23K3JskjG0r3MQG5W1XavfD59r1M+kZPVdQEuU4SNjLj1Ntae+508OjGusTuflmDdKXB9qUyXlDNnxsF0fOu/5lOci1bm8A4BDMUQvHwHgkePf9LpTGZthMx1XFcZ3+ynnxJa6Wps7pkaPWopQzhHiSPnIltPgl9ga8tkurT15hzoUpsnEZwuyVT12OVi6U1JKBp8Je84xdDkSoYskWzmppOiGqqM+NrVVfPrRx6766miOSK1koEDtU1P/SozDpG1xZr4wqfaOOK6wvXqO+l+n1QlqQh3oPnLOHbPhu7WbAwlDEtKPtfo8Vc7WddUXn/vQoqyhEcCUsTQ33mPwua9zNjU1UpVDrlhyyQjklXOuH0PSdHxpqd8mYuf/kMior9xJziURPQ3Arsz8+vH9xQDWY/g98j9j5neklN/xR8+tS8m1maunJq78mFxylpTZFqVaUh9OSMlom1hKLA58DLltazwU08ShvtdtgCSmdpvGYuw2rI9jYKozFZ+JVH0trUs+UemSSI8ZKR0Jqc+2Q6W+Xro9TZ0XTWMyVE6JL1F/j/L+EmbeGcBuGL6WqFMQW+eHKkWrEc2QiSCU0HSA0ki1qVT+rJQuhtQ1t/1Xql9dOhSrX/p1rjJCv8bGt37Xe/W45H2uMRZdW5+SW/cl9dF2vMZYyWkD9GNzsueUs7WoZghz493n3qU6l+vG77qc+HcAYOarANwsseyOICmrEJ+thBwTmsoSjUBojovUIsFWdsk+1HN+bI6hz5al6zO93Nwy6vWr7ZDQMz2iUEN3TRFnSfn0PjOVXbIfpfGJLueQL2Tr0/ccU/lTf9WQMZVQe+PafSlhU31InTdi+zFpWxzDk+I3wMx/AwBEtA7ArySW3fHEpuASkTzf+mtM2mr90uWY7qG0jDFbRKHX1F49uxLppdpWW0YTPrmivu0OOS/XWPTNX05JbZg7LmHXQslla0yf1dox8Ul5SClLP15DTql+1MuyLZhL7NDox3L3Y+g9TI1cHkdErzIcfwWA4xLL7kTik1fS4oSsYxqkkhNaJz8xq+a5yJxvfp5ebil8o6k5ym+FFlNL5qhta3L3q6lPVkGXQoiZM2rvBOSk5sIl1bl8EYA7EtF3iegj4993AdwJwAvTm9dx4ZMzs8qDpXSye+g2tQSt5niuOqnJ6KF1ldZVva7ceqSXX8qupMq0BZcFlZEjl9In3aU1e5MjB7uEjDVtaaqMcz8MUMtRNNXr04Yk55KZrwDwBABPBXD0+PdbzPz7zPyLlLI76ZQ2qqG0EGVaa/hsW/ngawiBcD10RSvntpNNC4TYhZaPY1JbV0s4X7EyStmU1H50tSX2SVpbHfoiw7boKPUAXY66pvrmnI1Vl9GHkjKmnCtFyCIz+bfFmZkB/D0zf2L8+15qmR05QhXQtfKSckx8qPXEum3bsrYTkZNczoN0npVvpE7q4RJf9JV9zZyyXHLX0P9SdYbaGql+lranks5XCTsbg6+MNfNyUx9w85HRVz6p+2CSZ06+1Ad6Jr5IRPsx85eFyusURvrhAl9ilL+E4UiRcz02iPy+swmpJ3JLEWIM5ybz2LpbYoq85si7LCGvbwRZipIOpknPdDljI0s5F+aqvYkJJuQ8X6r/csrYik31nTdMumoajznSWELKSY5cjhwM4DQi+l7/bfE0WvjqgtwGvQUZO2lMfRjiNKqOpi0vLUT3WtLT1GhFLUJlVP+bmPq2lXsRY2ukF9ot3Acdnza12G5fVrnt0tS6FzTsaicWQrSn6Xj/echwiOhSAKt43/Zk5t18Tly6jEuXD+gyNk6XcWTp8gFdxsZZszKKOJc3FEa0O4Adp/fMfJFY4Z1Op9PpdDqd5hHZFieiRxHRdwCcD+AkABcA+LRE2Z1Op9PpdDqd1UEq5/KVAO4P4DxmvgOAQwF8XqjsTqfT6XQ6nc6KIOVcXjv+xvg6IlrHzCcC2Feo7E6n0+l0Op3OiiD1VUQ/I6JbADgFwAeJ6BIAvxQqu9PpdDqdTqezIkg9Lb4TgCsxREKfCOCWAD44RjM7nU6n0+l0OmsEsafFx68jujMzbyKimwPYjpm3iBTe6XQ6nU6n01kJpJ4WfwaAYwC8czx0OwD/IVF2p9PpdDqdTmd1kMq5fC6A3wBwOgAw83fG77zsBHITuinviJ22OZ7r5wTnmH6SavqlC7Ud6q9fXIUrcA1fTT5ltiajixgZfeQL/eUQ171JKStnH8a2S+IXnCadVXUXkJWxlV+ayiVjK/IB8TKWGIvqz/bF3DPTtd2e3pi1LCOQNh6l7apelk1GKefyama+hmgon4i2ByD37exriB2xE/anQ7c5rv9OqPpbovpr/TwT+mdqma6f4lOv2YLLbjjndD4+WUa9/BZQ2+kro08f2uS3YbovKT/rNZUXIx+QV8bJgEn8bNkmPiabjKHy5WITHyM+FvUyaxPbjyXGYup9yj0WJdqWqgcl7A0Q1s6Ua11lSstoKje2bSX7UeqriE4ior8CcDMiegiAfwfwCaGyOxrqoJheu5yyViaItY7aD9NvMOt/Pte2jN5OXbYQGVtbaKxF1kIf6Pq5amNxLnoX24emeaZ1Umxqqowt36MabZNyLv8CwKUAzgHwLADHAniJUNlrii24zDtKpZ9nU6DWlH6SsbV2mYhpY4p8pfswttxpQgu5fs7BnFbW018qusMQylw/tqTDsffL5pjoCyH1dS2ZY+q29WGL9jSl3DkZQxezuZAeiz56X6MfS9gb337MIadPmSLb4sx8PYB/Gv86ArQyac2RGmpfBTmnNsbkrMQ6mLbJPbYMqXNdZdiOudIzUtoTumW3iY+Jzjty1RWTsiBxz21tSNFTW1+ZdNLVfrUM6UhfbD/WGouh9QHx+XEm58vVZls/lpAzRcZQm2IqI/aaUpHrFoNF+n139aOIc0lEDwJwJIA9xzIJADPz3hLld+JIjZz5ThCr4CC2jClfVsJwhjg9ocZ+PTbMRiL19vhMCKFl6q9N8sVORNODGjHX+0zaUg5mykQb0ue+k3oOe2AaI7kwTaCxuK4t4aT4tF1qMQvYZUp1Bm31xZwfc99j50WpRYLv+bn70XSuDalt8XcDeCOAAwDsB+B+4/9OZmK3EGOUt/aKSfK8VpCO+oY4ehLYnLm5Y6o+pUwUrs/VOmPlNZXhmkBNW5F6u0LwLUNS731TE/RtuVgb4bu9p7bNl5xPvM9N5CljMfQp6JB7YrqHtj4IdTLUckxllbTProW0z3m28/XP9H6MlXE9NjTZj6Z6VWy6KvULPacz8/7JBXWwM+3K+9Oh3tsbvisV6ZW/3p712ICf80+9vnKBiLyVLjTpWnqFrOIrIxGxbztC5JOSzaYzIX046alehlq+bfL0lVH/VgSf6/U26NfEymjDFsXQj7vGs+8kqF9vuyaXjCljMWbnw3XN6Xy8l4w2e+pb31zb5nQ/tE71Omb2tqexKQqhc4bkWATiZJybG1NljKGEvZlzGH39g5g0iDkbZepHqa8iOpGIXg/gowCung4y8xlC5a85TBOraZKyTWKpK8ScTloIPk52jKwlttl8nQa1z+YMeojTajvP5LCl4LMVpsvoMoTT566JPcZZy4FtCzVVT13juvS4VPtDtUv6xGWLWKvX6uer/32ZHOhQGWxlmV6brknZKrTJKD0WfevW+1DvDxslFr9zuPQM2FYWmxMWet/nnNvcc4rJ1sTMDb6OpG/k3TYWpSKXJxoOMzMfklz4GkOPCIWuMlIMoKuMuWtyRS5NpGxjuK6XknEukjBXl6/RCy1Dsg9Do3o+7XNda3JEbDLaHPQcUT1TW9U6fa7VJ3i1TFc/2j4rJWOonppkm4tMp0aEUvRUYhyayvF1PqQil646c9ka/RrTmAydM2rKaCuntE211VmiH0PHokjOJTMfbPjrjmWjmFZzruOrhkuOJchnQ438tYK+so65DgjLk7JFiFrEFQ3xnUynyGCpKHxMxMclp6suldJ96Fufy9aEyKcinSuaek9TbUpu/ZTAJWNLNjUHvgvhEFuT5FwS0eHj/z8x/aWU3bEjoeihA30VB1fMttYqETpxlV486FtTEpOL7zZiyYlskk/9C0Hf6oqNvOfGtBXuiy7XnAyuulobxzFb2zVlkLQDLfWFbQGUagtaczpNtiZlkeAzFmNIzbmcfghzveGz/vOPBXDl8pjOTa3LVnZpfLZAbHlGNmJzjWLw2Sqbi/KEymcqR70m5KfKpIhxGlxy2saDlHPrg6lfTG1IGY+msmqOS5+UBds1vuSSMWYs6tfFtku/Z6WizzH2Jra+ue1xaUK3z3PKWcOm2triOtfXwbSluJhIci6Z+Z3j/5frnxHRC1LK7sTh6uyYFbYJUxklB9GcjIB7GyjmHhxGjy0mo02+kInbl9wrbz2aoEfpdEwOU+ik63I8Sxv7mHaHRiH0/y2NRaloUo2Ujzm9S3UKTTLVckpcY1HK+dKP5ZDRFZnLbVdrR6MnbEEH03hM3cF09aPU91ya6NviDSK1Nam+biGSmYsW5ZMyhiVy9XRsK2CXoUuJNNSQUa17wtc5SmlnSTltKSe2KODUv2obQ/uxNCXr1PNncxPi6Eu3p0bubK1di5K45PSNxkvUNZG6Le7C6wmpTnlM0aCUPDEg/Et/c+OzbR5yfYsOZopzWUseH51THRHTZzF1Te9zfqn2xNzYsm2jxfRJa3oJ+C0YVlF3bcRE1/Xr1f81sTmdqW2rMRZNfTK3GyKRmlB7IWQaW642pc79NnI6lz3nsiJ6GFxSuVYFW5SsRVzGbiLHRD1Xdg5szletHK0chOYSxl5rotRCLzZHNmYya2E7fG4shuacuqixWDfpYUoAYo7SMtrSSFTn/jCKf9iplo3y0Tt1wa7KLbH7ZSP1afEtRPRzw98WALdNKbuTzpxBVwdSi9u/Ukxy1twijcHH6bD1X6sy+m4Pm2T3ydl0lXMYPba5CLuKPh5Dr2tx8aTf/1W1N74LgFWS0cfh942C+cpZWk9Tx0brfTgRI6PJuZ5DdWLn6kt9oMf0lHhHEN+VY+xqxLb92+JEFcJclKGUnCH5ghIrZv11iX7MGd0w1WF673tda+h6qjrQJe5rbnz6rZScucfiXL5bqT4MGfexW6K2fsyZU2wqo4a9KTkWc9pw07zhq6vqtbb0hpwP9DQJER1JRBuJaF8ietp47KnK528Rrm9zyPlbcJl1tZSagDvhymlTz299YvZhToZcMubuQ9+yVrUPXRFK1QCG6KlELpX0/bSVqRt3V92SEfmc+qLboNBFcEzbStjT1GuknAdVzlr6kFt/YheZofWkfK4Sm1cqbWuk+jFEV0V+/lEaIlrHzNdnKvtIAJuZebNy7FRmPiBTfZuZeWPA+bMdoudY2PIoXAoSuu2mY7o+5OfKvCuPpKaMvn3owyr0oXRuls3ZcslrqzNFxp1pV96Cy7LknoUYb1fdtnJCZFR/bnauLSH4OM36udL9uNbGom99c5h0waYfvv2cS8bY6KupnFb7MWUsmgJLtnJ9bICvjOKRSyI6goiePr6eooT/SUSfIKLPE9EtxmOfIKJPE9EJRLQrEe1FRCcS0TEAjiCiRxDRyUT0BSJ66Fjeo4noi+N5DyaiWxLRJ8fz/kGp/1+I6Njxj8byTySiYwHsO563kYheRUTPBHBPItpMRPckolPHz/cZ2/tF5ZeIjiaiNxPRqUT0svHYnYjoOCI6iYheMh7bj4jOIKIPAdhZ+h7niFi1nLcVQ+sRu9J9GDLRxzCXhpBapnpMlTEmR9GXKT8zNOo/h82RCsl7M30W058mGVNwbZu6CO1HySeNU8eibWy1Yk9D+sJHt3W5asip25vU3QvbWGylH0Ntjm03Y26RLClrsW1xZn4kgGMBTL/MviMzPwzAOwE8czy2O4DHATgawAsBHAJgI4AXEdE6AC8GcDAzHwzglPG6DzPzQQBuTkT7j+VcwswPB3AxgHsBeDqAo8ZjN9Pa9S4A5zDzRmY+R/nolQCeCOBAAM8joh3G45vHKOfDx/evBvA0Zn4wgHsQ0R4AXgrg0WP79gy9V7GK7WPYfaIwc6uZ1IlomhhU+aQUWqqsFBnXY4OX8bVt1cU4L76Oil6PJCkOpiq3zdFwTQCm8yUjcaY+lDD2vm3zjegdRo+Ndrz0sRgzoZnapJY/V7+rXLWNMYQuvkqOxVT0OSO0jjnd9GmjS06JOUMf76Y6XOkPcwsEH3uTU0a1DpuuxvSjzxzvi6n+kjmXamh3CpV+ffx/MYBdxtdnjv/PAnCn8fXXmPk6ALcCcHcAmwAcB+A2AHYDcCEzXwkA47b5HQGcMV77FaUcvb69lfqm8+fYwMwXMPO1AM7H4PiqZV85/r8rgH8ecyvvDuB2AHZh5ouY+RcAzvOsD8CNHS+VFIM6/Q8N+5uQioDlWDXljGLFkMNpNsnoE/GSXnlPxj5GT+ecQIn8IAkdsMkYiq0tc1vBIcSWkWpvbBN3iv2KdU5NSPWh3o7QKHNI/aELBFMfSt7v1JQQk26kzmeh5Ui2wZfYfjSV40NM2tDc+S7dmLuH2wfV6MflAO45vr4ngBNhdjj3Uf5/b3w95Vn+GMA5AH6Lma8bo4bXAbg9Ee3IzFeNkczvA7gvgG8AuB+AowDczVDf+WM93wRwbwCf1dpsynX4GRHthcFB3RvAJZZzzwXwAmb+byLabvz88jGCeRmAOxvKjiLUOVQdyxSn0HVe7e0CvQ2tOJYmYpzflGiZjZDcqRhUfVMjkXobTJOhaQvaN1ogMbH74Hu/fHKbUtom6Zya8LU3qc6HT505+jBG33MvYKWdYCBuS9/0Wc1F0FyZsf1hujYmOik5BkzMyThXf2j7JBbsOZzL4zFsY+8H4JeO864los8A2BHAYwDc8LVGzHw9Eb0RwPFjkus3mfm5RPQaACcR0RUAXg7gXQA+RETPAHA2M3+RiO5mqOsoAB8hoicBuNrw+Q+I6CMYtt0nXgrgQwC2A/A2Zr6WyJiX+2IA7yGimwK4dpTllQA+jiFqeZHjHojhGiAtO1wp5HC8JMtJqVc3JiYnS2K7rfTiwNdxmNsC08+1lZuzL2MXZylOoc0pr00O5zk3Lv0IdXAlthlr36vcQYQa8oXc39r3X4K5OTE2ghlThrhzycxbADxIO7x5/OxoYHiYBsBZzPwS5ZyfADhcKedYDDmaatkfA/AxreyHa+ccrbw+Uvloo6G5U7ueoBw7YDx2JoAHamUfobzeOP7/LoCHaeWeDuA+hvqK4DOIYnKpWhp80o7lXIQsF1O9PpNZykSUSz5XuaE5XKqexbS3hp66IrOmtkhFnlsYizlkLBG1DG2D9ISds//mxqMt6CBpa+bakRtfOyCVIlZ7LOZcQKf0Y47IZSeB6XvZdEIn8JYJlbEUUgbRJF/MVos0kgZflTE0OhCynexDbuM64ev0thgxtqH2oy1K4ZJZ2ikxkaK3IbYmdIGXgrTzpe9yAP4yxpzj26Yc9mYiZBy2Mt7mCNXV1JQh3zbFXF/lS9SZebMWtezM4DvgJUL/LWwLL41N7PfUqYQR9K0rB6YJQG2P72o/VE9jJ1IXtp+KNDnVk4w58ywPozJfiWLqL/V47lSD3OkMQNkFXe57lvqTphLb4ZOMpXcNStaV21n17UfXjpAUErZmzf1Cz1ohJJco5PPaK0B18lmqM1raQKfcR5cRMuWNTsdtdfs6FyZDnyu6b5JR38KfOz+2Pa7+kRgHvk9Tz0VUUh3nFseyqqf6sRxI34MQ3bDJGBrpdJ2fo499ZDT1Ywpz9qlmP6r1q+M6RA/m6vMtq8lf6FnLhP56Tcq2jap4PhP6nKLm+oUen5wnScNhqmMi9VdB9Lb6RNzUrUmfyJgLqT5Uf73Gp259e9XVhz7bz6765vQh5tdrfOqd6rad69P3rrr0e6Seo5Z1Oh+Pn/NPo2W01W9qs8spCYl66XWYrleP+cro+iUpE775lT5btL5jwsR6bPDuQyLiEFuQYjdMhI5F9R6Gzhkh9sbVRql+9HHEc9mbubaGLv586jKVbxuLPXLZKNOqI2SlHBout21/tYTv9mjtiKqO2n+hkQBbeTrqKjO0XIn7pZbhil7ORRb1MiT6M5c+mMr1lW86xxW5nXA5oXO6IEms/VGjqqnOi6ueOfTIbOoWsKu/Ysajzcbn3Or2vX7ObsX2baye+tibVPQ50cf5zInLruqkjP1Q32G6ZhMfY9XV7lyuKKGOZ8r5+rWlBlhoPTHnu2TMLWdM+SEOjEu+HJgm8NBVv34sJEJRSk9N99LHufZxJPX3Uk5RDL7jwUdGHZsT5pJXPZbqfKWSakt99UeSGBtgGo+2cVl6zrDpSGjfmPCxOzX6MKQekx0x9aFpDNr6LiTo1Z3LFcDUmT5bVin12epwtakWoUZsanuI8yIdCQBko5gmJvl8nAIpJO6XK9KhOqFTH7rqy6mnvpEuUx/YZJxzQG3l1Ha85pwN9TxXNCh0QRGDlGPga2vU1y75pHW1pI0OsbvS9ebQB9t5E3N9mLMfJXcndAdUnfvnZJj7vDuXK4SEwsZEIELzPqRIdb7moh++dUkbipBzXH1lem86f27CrrFQUB3D6X0KPjLmImQLVH8/Nx7V8ldRxrlzQyOeE7G/n67XP5HSh67javk57mFIedIymsr3SbPKuajNUU6KnkoS6uyF6KppLKTKun3S1Z1mSV11zFEzz3FyTFz1S0TQasnoW6/LmMwZBr2O0kbTJ8Hcd3GgO6olcdWt399QWX3rqUnoQqiWzZBgTj7beAztt9L97BOtSrWnue2N6hCFBBVM5/gGIGrOgTZ8533fdqfI2J3LhSIZFbKVW2Oys9WfU8ZaDqZKDvly9p/LeZTqQ/3aGrrps409N/HF1tOCs2kaKyly+vRjjvE4p6f6e6k2lOhDVx02GVPGou14bNkS5LSnJcqPaYN0O0Jl7NviC2EuX0vCiNWezEKMpGQdJeWWqkvf6mhlhT3XhzHy69e5IokS26k+7Yn5TKoOaUJ0J1c+WK46bGX6RP59iUnFKUFuPS3ZfxO+6QjT8Vz9WFpGG1Jzv61sF925XFFyb2nqjslcHbknbR8ZQ+9D6CDNKeOcEZAwEjkNjatO02uXw5KaG6a+L5Ev5bOVmOLcu3Iz9c9KONC6HpnaFnOvVRnUKJcuX25yOwa17KlUNNKnbJ+6WpgzYjDpqY0Si9lcmHJpTf1qk7Fviy8MSaezdrSrRP018w5LyzdHKUMoKbePU1Mj8uzK+0rZHtQdrxK47p8pOp7iWKaeE4tPPmyKHtW2pTquhV6snL45xTXsrOSOkPrf9FnJSKFvP4akqtgCS7rsPXK5UHwUuDWDFkrsFumqo0ZrpAx/LVwRDVdELnc7JFm1Pokh5P6tojPmSqUwvXZd0yq+OXmrPG+4+jG3Ta2d561Tyrba6M7lChPqYK6aMVxlfLfxV3mRMNf2ECdDSsZa+W05HvaIqT9n1KSGjKnybMFlopG43Hqam9CUE6kFQkyOo47vtTXtTYp8Id9PWyPn2tSHrvvYnctGkRxIErhWQbmjQiVljPnMRmvOvGQ/+RhCW75lyRV+qkPk60D7nGu7LhQ9jzT3/TS1tUaqQYqsMYu9WuNXWk9rRlxbWBgvtR9LEqNDyc4lEW1HRB9ILaezLb7bGK5rpAdWTOL2KiEdrWitD3MsEFwy5tZHE/pCKLeOtjQGci2CcueTuer0PT5HzFh0lZHa79J6E+OY2K7JbXNS+tCnH+fa36p8wGr1o4vkB3qY+Toi2o2IbsLM16SWt9ZZjw03igpJ5h2u+paODxJtK5UDqE9UPg+jrIp8Uz1TInnIpJxDT1ONvU+bfRLocy/2WiDk4YE5SiwSXA98SMpiq1uSkG1vNSJsWzy0Mmekzou5I4Ilx+HUdyEOdI1+THYuRy4A8Hki+jiAK6aDzPxGofI7DlzGsUV0Q7E0QuWbjPsq9eMko0+un/q0Yck0h44stsVCy8TYGt+FXiss3Z6uFSR1tQWImdMLIXqZ6Tgzvzy58DUGEV0K4MLa7YhgT2bezefEpcu4dPmALmPjdBlHli4f0GVsnDUro4hzeUNhRDsx8xXzZ3Y6nU6n0+l0lojI0+JE9AAi+iaAb43v9yGit0uU3el0Op1Op9NZHaS+iuhNAH4LwE8AgJm/BuAgobI7nU6n0+l0OiuC2PdcMvMPtEPXSZXd6XQ6nU6n01kNpJ4W/wERPRAAE9FNADwf4xZ5p9PpdDqdTmftIPW0+K0AvBnAYQAIwHEA/oiZf5JceKfT6XQ6nU5nZZByLndj5ksF2tPpdDqdTqfTWWGkci6/QETHEdHTiGgXoTI7nU6n0+l0OiuG2PdcEtFvAPh9AI8G8E0A/8rM/TfHA7kJ3ZR3xE7bHG/xFxjWY8MNr6/CFbiGryaf61ZJRmCrnL4yzsmn3jdf9Huj/ppDanmh8gFuGWPakwu9PZJ62oqcXUY7RCT3Rc6FYeZqfWiyDynktDcpbZTUc1NZrcgoNY5DZJR6oAfM/CUAXyKivwHwRgDvA9Cdy0B2xE7Ynw7d5vjc74Xn/Ako9Sem1NdbcNkN9Z/Ox3uX5yNj7G+hqu1MQW3L1FZfGefkU+9bbJtiyzCVFSof4JbRdLwWensk9bQVObuMa5tc9mYqI9XWqG0B5O2NWmZtWh6L6m/Ip5Sht8Umo9SXqO9MRE8mok8D+AKA/wbwGxJld5aH+pvUNmKcZfWamr+3Girf9Hvbrf5GrAlXlHmV5HDRaiRdkjkZl9KXnXBy2NNU58ZGSvukbG/usZIqY2mkIpdfA/AfAF7BzKcJlbkmUR0Tn4G4ysZfXUmZ5DAdy2WcXMSu+GIcaInVZSip8pmurSGHjdS22K43yV9L7pSIveladYdCl6mmjK3oVEvoi9npHul9aKKGrYmp1yajqWwdV1055s8UGU3YxqLvTl8tGaWeFieW/JHyNUyLOUK2bXGV9diAn/NPvXJLUmX0NSxS28YTvjIuXT7AX0bdKdGP2domNenpcobIuDPtyvvTobPG2TQmfI19DjlDZTRNarZxrp8z157a/diiPfXFN+ey2xs3Jcdiir1ZBRlD+jEpcklEnwDA4+ttPmfmR6WU3+mY0AdL6MrMxxEwlVtqmzR1pRkbpQiRbz023JB303L0XCInOVbHViXKFirfdL6PjFL3IaYPOn6YItMxZQB2G1Oz/+Z2HiTKqo1tF0WiHJWQfkyKXBLRg12fM/NJ0YWvUWJWLyUHrquuUittX2wDxHWv9Gv0c31k9I14STDX3rlrYuQDtso4hyviPdc/vmkhvsZ+Ex8TFbl0lTfHXP/4OGe+56rnh/aj7+Rk+9zlxMfIOOcQ9MjlVoiIYxcIIUjYU/38WD31wVfG6bzYrWVpGefq0+tutR+TIpeq8zj+7ONdxrfnMvO1KWV35rHlSLnOb2n176vksdEnk8HwyYMMva829HQCVxskZIxpZ82Fia2fQ9sU4oBJRp/1+27rY1t/z0X/9Oukt5r19tiOuSLhtpw+9doQGV31qXWuhYetQvG5x9K5x6Xnk1AZQ2yJZIQz1a7OtUP/3Faf79wQsxs4d57IAz1EtBHDVw9dgOHnH3+NiJ7MzCdLlN8xoyvEnIKtCi4nxKXQpoFU25kOiar5lmVzOlomxnhJb0HldqR9JnHbpOGatPV+d92XHDLqTuRcn4TKKJG60LEztwgIiVBLLPBzEDpnxETvYpD8nlhTP07z/vR6wiWHVDrAXDlSD/R8FcATmPnc8f1dAPwLM983ufA1Ro7kbB2fCGfI+ROh2+KS2xC+19rK8DW6IdvisW2UkE8vR7oPQ7fFXW0LvdZ1/VyUTHJbfK6dof2obs+5HNXaMvpsI5qu1a9zRWJtn/Vt8W2ZtsVdlLan+nWmBYS0nqbIOHe9qYy5MQrIy+hqZw6b6mOHTufj5R/oUdhhciwBgJnPI6IdhMruCOMT/fM9f6KVX/IA5tvrI6Pp+lZk9E2BCCWHfDW20XJuH9uIceR9tp1DyHlvbbsCPm00jS014uJLj2zGI5XeE0uJvsu5MzGXNrIqummzOT47LbYUFtu8IfXb4l8honcT0cbx758AfFWo7I4wUpNZTvS8Gam2tSJjSNQnNNXBZQhrE9IO25aPr+zTvctt/E35Tyn4Om2l5FNJzdkzvfa9piODtD1txbYAW9sT066QVJaapMgIyOXgziEVuXwOgOcCeD6GnMuTAbxdqOxOBDEO5Fwul6vcHOTYNi+dr+bCtSp0vY81CKXl88Enf1Z1MH236FqSU3oxN+dcl/hpRNM99tk6D+lDvUz1s/7zj+HkSkOau66VsZhDxuna1mScS63Rzw9FHd+2sSjiXDLz1QDeSERvBXAPABePxzqFya3kNiXNbexDoh4p98BlZEpNaD7y5XBMWpqwUx8EqKWnQFyETnegfeSvGVFRHyyYczQnQhcJ6jX6644cvvYmxRExUdLehNrUUHlbkFHFNh4lZZwbj0nOJRH9I4C3MPM3iOiWAE4DcB2AXYnohcz8Lynld+RxGYoQ461f30o+oiQtyyixiGhBvrkk8ul9rGNRU8a5ZHj94ZYUGdUxXUpGkx2x5VdOr1NIXXB04lmKvfElVt61IqOPvUmNXB7IzM8eXz8FwHnM/GgiujWATwPozmUBQlcgOZKzc3/vnI9DHLLdNkdpGV19GBvpcVGjDyd8InJ6HqHUQzolZFT7KyQFIyb1QY0gTpSS0fbelPeagk9UtCNDqD31paa90TEt9NT/sdSW0WZzTIu9VOfZ5/rUB3quUV4/BMB/AAAz/yix3E5mpB9CqMGcDLEytjJ56Q+0SPVRK/K5MD3IE8pkSGs8dOBTp5q3JLH9W2MM+9apP4QQ09ZVtFEt42MvXXq5Cv2ht9/UZtc5qyaj7XPfxWAMNgc6NXL5MyJ6BICLATwIwNMAgIi2B3CzxLI7mVG3q0zbW60RExFS38fIWDIp3Uc+/XzAnuPXYh/GIKWnLSXemzBFbKfjc9etMqHb3a334yoSskgA4sdiSXuq1xlzjR7pa1nG2HGUqx9TnctnAfgHALcG8AIlYnkogE8llt3JjEsxSuY3xQzc0LJD6nU5pDGEOHwl5FtFbHKusoy+D/4sJdfQlZ8ZImN3LN20Zk99r28J29hsWUbJvgy5Nsv3XDLzecz8UGbel5mPVo5/lpn/NKXsXBDRkeN3ce5LRFOk9anK528Rrm+zZHlS+ChW7kFiy6tLLTO0PGk5t+CyG2TLmbcUK98qOyq2bVWX89nyhObKJfbNf5PStRw6G1q/7+ctPyhRi1bsaQ7UrVdVT3PI2NLcmGM8howzH7Jsi4+OmPrzWgzgxwBOZOZTE8pdx8zXp7RtDmY+C8BZ49unAnjPePx5OetdNUwRhZzbUjFRmpadB50lypdzK96Uk6jXVer+SMppa/NcFL3kboKUjKZUFdNr1z2R3ElYIq7FVUw/+txn2/jLpac5+n6uTN8FngRTUEIaU5qYbTzO2ZqQuT91W/wrhmO/BeCI0fHcBcBmAH+MIUq66/j5/QD86Vj/TQE8FsDOAN4L4CcAjiWiSwD82XjOK5j5M0T0aAB/AeBKAEdicA4/OF57FjM/n4iOGOu45die3wawAcBHxuuuAbCZiDYCOAzARQDuOUYYnwfgHcx8ABHtg+GL4LcD8FZm/gARHQ3gcgD3BfA5Zn45Ed1pPO+m47FXEdF+AN4J4Ntj2zoB5NgiM5Wnr1hbSwMIMTSl5bMZwtR61Ot9DZkr+idBDjlNZfvkEbvqjVn0uZ5mjUk5cG19+5S1ymkOrZLbntbIMVQJ1ZkQx1k/thZknK5PtXGp2+Lv0/8AHAfgDQCerJ37SADHYsjHBIAdmflhGJywZ47HdgfwOABHA3ghgEMAbATwIiJaB+DFAA5m5oMBnDJe92FmPgjAzYlo/7GcS5j54RgeNLoXgKcDOGo8dqMHjZj5XQDOYeaNzHyO8tErATwRwIEAnqf8VvpmZj4AwMPH968G8DRmfjCAexDRHgBeCuDRY/v29LubZlowsrHbsb7MOUamz0K2C1yTcQliIpWpjqXreI7+01e/oXXYrkl1VCUJ2aq2tcc3Yhn6uXpeypaxLUrsg80JV8ueq9un3BZsYsuE2tPp81Wxp7a6JGX0qTck6hlTj7rI9q1Tyo6aFgymsl32JjVyaYIBXDu+pvH/18f/F2OIZl4O4Mzx2FkYvsYIAL7GzNcR0e4A7g5g03h8dwC7AbiQma8EAGa+nojuiMFhBYYo6p0s9e0N4JPjsTM85djAzBcAABGdP7ZBLfvK8f9dAfwzEWGs63YAdmHmi8Zrz/OsD8CQS7Q/HXqjY7VXhioSbbDJmCPXRWJLKHTFWlI+CWL0S0pPJSOqalm2NsQ4XrFpIaFRyRRi76F6P2KiUXOOX6psOVMulkKKvQHSd0hsZZp0SL0+5NdrWpLRp96pjBB747KpPnW6nEo9rSR1LPlcn/o9lya2YIjq/RDAPcdjal7m5HDuo/z/3vh6yrP8MYBzABzKzBvHcy4FcHsi2hEY8jIBfB/DFjUwbLVP5ej1na/Ud29Dm9lw7GdEtNcYsdwbwCWWc88F8PixnfcF8GUAlxPRHkS0E4A7G8ouRkokojSpK70cSJabQ74SRiJXmfqkk6Krri2eHMSUPcknFYlrfQtZ0jFsVcaW8RlPNoek9HiKJVVG08IxpG69jlrzrcmmpMwZEgvepMglEW3Bts7WVRic1q9iawTTxLVE9BkAOwJ4DID10wdjVPKNAI4nIgbwTWZ+LhG9BsBJRHQFgJcDeBeADxHRMwCczcxfJKK7Geo6CsBHiOhJAEy/ef4DIvoIhm33iZcC+BCGnMu3MfO1Y3RS58UA3kNENx3lfQyGLfWPAzgPQ05nFVqKeObCJmOLhjAGVx+usozSOtmyjksuDFImw1y4tihbaF/HD9f2q0Q/tqALEjK2bGuAdvoxyblk5vW2z4joDcz8wvHt5vH8o8fPNmJ4AOclyiU/AXC4Uvax2LrlPR37GICPaVU9XDvnaOX1kcpHGw3NnNr1BOXYAeOxMwE8UCv7COX1xvH/dwE8TCv3dAD3MdSXhO82QI5BnOOBF9MEpMqo12kbKFKDXa9PKt/PlUsWK1/sdn8LBn5iVfQ0th2AfZs4VbdKymirzzbuSuRkd8Jx2RvXPU6JrLfUd9IytiYfkGeHK1bOHDmXE/8Pw0M5nQBsT+G6Onfu4ZfW0GV0TbgxD0BIOYWx6E/g6lsmJtl1csknRYyeukg11FK5iyquflSPleqPHPVM/ajfv1h7oyI1obU4ibdEyFhsNe97jlB7k1MGVwAkhcne+AYmciJhT3PkXE4Y95ABgJk3a1HLzgwlDHrOsnyQeJovtC6JSTS0ztxM9Zjqyl2/70InduJzUUpfbfdVv+8l2lPSEbA9LSrJKuWIt07JB8Vq2FNTmTE2ViI9JRcmmxmSJ5tCanlJziUR7Wr5+xU4nMtOHlTl8xnsc7S4ggW2rqpiHSifyGFNVPlMSLY5tqz12HCjpPiYScUkYwuyTehPetoS+E3k2A7PxdQm9b/uJMdEqX3vv64HLY7JVSW2D0Kub73v1B2jlAW3a84JLSuE0DJbkZGYTQ9K+zF+RQ/D7EgyM+8dXfgaZXyAyRvbJKZ+LqXwczmOzOy1oJhkdOUbxtRvOtdEyv3wkVGXLzTqnBKlTu1r3z7cmXZl/WszXPWH6mlocr1pC9Xk0J3Ox+Pn/NOiMk6yudplwySfWqap/pwy6u3W+yx0i91Vl4SMofa0JULs6dz40om1vSZ8dMWkDyF6GirjnG106ZaJubpKjkXdnrjO04+X7MfUL1G/A4A7AngwM99B++uOZSISUQ7JnJCczOUYzjlepoEWs2Uisb0wRfVsbXPV6Suf6VzfSSKnPuhRMP216Vxg/uGmOVyReulogqmOmHsaEmH3bYcUNhl96/Q9d07fS/TnEpmzp6HXu1JBQpmuc/06lI7p+yJ9dw2mOvX3vs5qjPMdI2MIIWM/dRy68j5dMibnXPIQ+tSf4O4IEWIkQldyIfWGOEuSpA4iV5i/pIwhhjAEn20Mqbp8Ce0z231PlUkvS9LY+zpPc1vpPpO2fn9ceioto60e/TzXDolp21uXz3U/TZ/lmrSXToo9VW1NbXsqVe6cjHPRzZZlnBuPuoz6gi51gSn1QM8Xx9/T7mRASmlDog4lInwlynTVVToyJG0IU84tea9t+ERpTYZQd1RctCCjz0TsOi90Us/B3Na1z1Z/asSxdl+uGhJjPGTOkCorlNKL5jnnK2fdsefO6YIq0zROU22rlHN5MIDTiOh7RHQ2EZ1DRGcLld1B/OA1rbRSt0xSzk9FwmnycSxDygvBp22p7akpn172HDanRPqet2j0faKBoWWvwoLIFO0J2WLtTmYYkrtWtvNDdk9y9F9KmXORc7V8Vc6YreQUfMv0zek2fe6bauVjb7Z31u6P/iXinQyEOA3T+TGf+eaC5ZywU+XUo1+hbQ15ICE3OVbILclnY65dar+6toBqyTfpsW/EQD8GuB/gMVErHzHU1qT0Sc+5lCVET1eZVDldelfSzrjqCpUxps0+dhcQci6Z+UIAIKLdMfycY6cCtlWHlNLHPEAiyVzCtWvApdRRSs5Y+VLrqD1Zpzi6k6HTna+QrfMc2OpPjbDYHkxYqoy1dXPpuO51LntTEpN8uRbWNWXVZYt1dudsie+WOSC0LU5EjyKi7wA4H8BJAC4A8GmJsjt+zClE7UEeQqwDlCpjC8Yh5JzQ9q6CDsRErGvqd6iuhrZTjxDUkLlk1MrHsVxCFK0kNh313aFaMhI7ga3eJ1eedmxZOq6xKJVz+UoA9wdw3vj1RIcC+LxQ2Z0ZpJXbJxdDx/RVEbVxDaxVnaBqR4+lUPOc9BylWJnUVbet7Nx6qkdFbPKlROdskZfptbSMehREb79EH+rj0VR+bNmdAclUmrmyfaLpJcdiDmrJaBoruXLUfcq1ySiVc3ktM/+EiNYR0TpmPpGIXidUdicC1xaa7/X6tbWY267RJ2oJGU05JbmMYYh8vswtEErKp9Y/lwvkE02JyRnKtXUckooR2wafOmoslqRzKW25pvrnm/iYJhezq0oue2r7rMZc4rKHEjLWmi/ntvhT2mFaMOhlu8aiVOTyZ0R0CwCnAPggEb0ZwC+Fyu5EIL2aqYVPHpBrwKfegxbuYU75chKSnxNTbuznkpii4yUfbtHbkksfcuTjdcriu60pkbteE1NkvUSdpQixqzVzSqWcy98B8L8AXgDgMwC+B+CRQmV3LJgMvr5CjHlAYhWRNiAp+SohX/Bca9JuNQ93Tv5WJ7iS99IUdc7lyKuE5qflaEuLOrtK+N6/luwpEP+l+aELvRQkcxylkWqTLmP2nEtmvgLArwHYyMzvA3AUgGskyu7cGJ/we44tiByTumQ+pISc0qu8Fo1MSdS8ndR74Ztrqj/wkjqhzV1be7svVc98Ju2YCHnqvVDrXOvjyIeQfEif++k6x6RzoQ97xBCjByXyLqXwsTerhNTT4s8AcAyAd46HbgfgPyTK7myLz1NrvkpvUuZQpy+H49nak3nSCdM2csrnchJC5fM1hDm3ZVIfGpGiRr6V5FjMNWmXut+dgRAH0+ea1DpdxPZhjIwxZaUQ8jCMCR8ZfdvuE2H0QZ87fMqTeqDnuQB+A8DpAMDM3xm/87ITyHpsuCGakHOlFpufZbsmdtuitdWoafDmcp5tcuh9Iy2vXnfJyTo1L3C63pWMX8v58H0gaTpXor7S+DzskUNfTa87Ydj0M6S/XNfnHIvqvOjCJGPu5w9y5lHb6isto1q36bUJqZzLq5n5hm1wItoeAAuV3TEQY3BDBkFOBy7nk55SA2xaqcWUp8onHRloQT5gq4wxW2y2CcrmeEnqYsgiKERPU6MVtZCWcUnbequCbm9cf6Gsmj6ruBbotRbXLmLmxZbHIjGn+4BE9LcAfgbgSQCeB+APAXyTmV+cXPgag4guBXBh7XZEsCcz7+Zz4tJlXLp8QJexcbqMI0uXD+gyNs6alVHKuVwH4GkAfhMAAfgsgKNYovBOp9PpdDqdzsog4lx2Op1Op9PpdDqA0AM9RPQgAEcC2HMskwAwM+8tUX6n0+l0Op1OZzWQ2hb/NoA/BvBVANdNx5n5J8mFdzqdTqfT6XRWBqmvIrqcmT8tVFan0+l0Op1OZ0WRily+FsB2AD4K4OrpODOfkVx4p9PpdDqdTmdlkHIuTzQcZmY+JLnwTqfT6XQ6nc7K0J8W73Q6nU6n0+mIkZRzSUSHM/MHiOhPTJ8z8xtTyu90Op1Op9PprBapD/TsNP5fb/ish0QjuAndlHe84bZuJfa3u3Oi/lzVVbgC1/DV5HPdKskIbJXTV8Y5+WJ+5ku/N+pv7aaUl6MPc/68Zyh6e7qMN8Ymo6ncmsTKuEq2Jpc9TbU3EjpgKq+2jBLXz5XVioxS4zikH5OcS2Z+5/j/5fpnRPSClLLXKjtiJ+xPh25z3PY7odNvi+b8HdHD6LE3+t3n6bXaztP5eO/yfGSM/b1X2+9Tx5YDbJXTV8Y5+bbgsqj2qW2KLcPVFqk+NB2vhd6eLuONmdPVVuTcxMdE6WqoPa1JjrGolxuKft9jSbGnwPL1FMgv4yY+pmg/rkuqyY1xq7zjpsUVtY1YA+0jY0zZ6jUtTh4qelunvyWwFDlcLKm/OqtNrjkjhz1NdW5spLSvlbE814+pMkri0485nUuvUHBnW0zKbuvM2gMjtm6fdqtOV005Q+vdgsuC5EupS4KYOm0yloikhxKrO5Oxb0kWGykyhvRjbXsTypx8rSFpT1UZTba0lq1J1VPbDleMjLnuQUo/6ugyqq9ryehTr9SXqJvoOZeJrJIRjyVURltoP/e92sTHROWtSLWrVfmma0POm5vYJbZvbOWmyGjTO5Mj5mq/VOqGNLZ+NB2f66NcMqboxqrY0xJjUT1/leypev1SUceObezVQm+Tqx9TnxbfArMTSQBullJ2Z3VINRQx9U3YBqDv9VMZOqZyS6UspBoP2/Vzk3KIfOux4YacG5dTUjuSmVK/r06HOF857oOqq6FjcerHkHbFjLlU1H4sbW9qUDI9StfVueiZrQzXeTV0ZsLWtpj2hCxuajvQueWbo3/PZWMQUXCHlBy4rrqY2SsVopSMrlQC32v0c31k3Jl25RwTtumcGIPpmkh8+3CS0YWprSHRvdQJzXT+emzAz/mnIjLaJmE98uC6374y+pw7nR8ro+metybjdK6vjDG2phVC7GmofaxlT9XzY/TUt82xc6K0jECcTQ2V0yWvr90NDUrMyZhzW7yTmda21ULxVfKUbbBQ50u/JsVx1ydhWxtSn/pOic7lXJjY5J+Q7Gef66VlVe+7S2fmHDQb+ue+csZGvXwi+K7xZDpvijSGTGguOWOewg2hdqQ9BWl7qt+LGHvqIkZPQ/TIpy9jxqEPqbZmzl7q9iYntvE7J2N3LlcYm9FwGZNVMJquydmm0K6k55r4RpvU813ymT73XbHWxMfJNl0TajhDHRlJVBld24O2a0zHbfXUWlhOddsca2Dbic/kYNocUd825NoWT7E1rZJqT1VC5S2lq6Ey2haDLfen3s6QxaC+2JOobzpmW+j1bfHGSNnGCdkeDCnHRxlDtjgmGee2RX3bF3KtrYy5LdyJkG3xmDaGGOIc/Si5Le6qM7UPXZOf6zPJbXG1XL1tPpNqjJ6q17k+k+5HU72+joPpOhWXntpkLLUtnrsPXYRui7tIsadz15vK8Al8lBiLtvb5XjdXxtzisCUZXdfOleEKDthkzPlVRJ3ChKxIQj5bte13V+Ro+nwO070s8RCBxMp5Tn4bOeSb2hLaplgZgLDVuQRqdCBUxpTPbRHsnHoas23susZHRjV60lpkKZdtlO7D1Hamzhkt9p1K6pwxybcKcqr/p9e+titExu5crkFiVj6lHcxcOSW+25W5Sa0vZqJOcdikSKnfZBhdlDT4sXKl6mPJ7TwJ3ZmLSk7HQ6OZLaKnD7TidEjagdb6InYxO1dmzGe5SJXRlULguibkONBzLhdLbJRgbiDViAiZ6o7d5nHJGBOVScG0xWB7b7vO95pWseVGxS4uSvehDyYZXdEe362rmjL6jscUm1Ha3thI2Wo1Ocm601mKObsYe10r9tSHmHlx1QhJOwnBZp9tdOdygdiUR1WMFAUzkevpzYmQlVZqEnktGUNYxT4MYZX7cC7pXj0nNBqrYnPAS8voS6qMNXDJF2JPbee0MBbXij31mRcn1P7yCbrYaEFGm0MYM4eE6EF3LhdGyioxRHH0elr7UmOJ1XItGVOMfegkoCfYl8Zl8HyN+4QtUqRSS09dUXhga9tj9DYkmpATPRKvRmlN28Kh9ka9Py3Zm9DIZst6GsqqzBk+4yp0q9innpZk1BdDuWXsOZcLIMahSJmITEqZ+xcl5vKzfOUJzWVTySlj6Mo41Xk2GZeSvwriwiZvqMw19BQwO8w2TGMxZcIuhe4su2TIYW+WRC09NWGzpxL2RqcFGX30stU5w4YuX61FZ3cuOwDqRz1imJuUUybtFlANw9wEvkqEGPQQmecWICWZq1P/PLV9NXQhx1Zpzjpz4qOnNSd6Ez720qWjLcliY24R5Dqntf6ykeIgh8oY4kD3bfE1zKRUqVtWpVC3xVyDxfRkaayM6vW58ZHPdA1gzoFrsQ9j0KNgpuM+18ZuO5dE78+YieP/b+/cg307qjr/XQmBaLiX3IxJoWRI5KHDCCaCVBwJeEMCQnjIjKnCGTIaJcQHZsbB1ygUXkAGHZHyRamZAPEF4oCUIOGVx+WZRCSEhGEEoiTBWEwiXJJLDCEma/44e5tOpx9rda/uvX/n9Kfq1v2d/Vjda3f36tWr1++3e0ZLcvWT9GltZHOt7Si1NWsclyU7PyW2pqc99cvU3uNvI69dx5I6AvdNObGaF82dSyLaC+A0AHuZ+WTn+Ifmv6dr9jLzPiK6BcCVAA4D8CPM/BnrOkXquZ+Z9xLRWQCuAfBFAA9j5kuI6MEAns/Mr+xRl6XIJav3MoI1E6lUdmm51rmbksm4VHbo3BonshJSeWrbQUfNlw1C1ywxoZXg66PNq3XvWRu1tsayHiVOhlR27nhre9qaUD60f3yNOpb0rZBukv7jXhPLuVxD5PIaZj6FiE4C8HMAzp5PENEhzHx3y8KZ+YKprL0AngzgEmb+AgAzx7KHHlqkCc4tjWHsSw1WMqWD3FrPgzjQxMDUJGBvqgPm1z0UOUnp50cfauvi18FCXuoLIVLnq/ciSCNT6vj20LEVa6mb36e2gz0F7h2Nt95ls/gijzXWY9HSDvoyY6wp5/IqAMcS0VlE9GYieieAbyeilxLRfiK6hIiOBwAi+mUi+vB07EgiOmH6+3IiOnO65gIi+k0i+hAR/dJ07PFEdCURvRHA7unYPiI6DcA5AP4zEV1MRMcT0R9P58+c5H6YiE6Yjl1GRL9DRFcR0dOmY88kog8Q0UecY5cT0e8CeHW/x2hL78FWUt68DWVZ11bOWI1+JbJSjosVOSepRuZMLoetRT+NbS+3HBOzTqGc01C5oeeyxm8au5NbKMct1Y6bkvsmoVXfqbERGnkuvdvF2sbPMmO4fdPXtZW9CelotSgOEdMx9qxDdilmJ9fkXD4JwKenz19m5mcAuAvAQ5h5L4AXAvgFIvoObG1fPwHAqQBuAfAKAM8D8EQA5xLRYZOc/dNW/OnT3y8F8BxsOZLHeeWfB+CPmPlfXu5JRIcC+C+T3OfhnmjmvwLwcgDPAPCjRHQIgJ/BVuRzL4Cfna77BgCvZOYXlT2SnYlmMEmvTRmK2jpokRrJ1AD366/Vb76nlFaG0JVhsbVXm+sm2QYskRWKTKTyiLX1k5JyoEsmc/c+y0VHi6jqTkFrTyXXhxYIS6Htp7G+LbEVS+lZMw6BcI6kRJca+9fTuWTn8+EAbp8+P4aILgXwEwB+ZTr2sen/RwHYS0T7AfwutqKN3wLgIwDAEwD2MPN1zHwngM8BOGa6/5PT/3NZRzLzDcz8FQCS3M6jAVzPzHcy83UAHjQdv5mZb2LmGwEciS0n8lEALgLwXgDfSEQE4CZm/ntBOVHWYEh7RmokZWonPomhaK1jqh4+Od2k20Ip/SyjAL5+pbItHdUWzoimj8bqk4sI5MqWRCFK0SxMQkgiXZLzOR2B8ujs0o4Q0H43KKSfJCVhzfbUbe9WfdQ67WWJsZhymi0W66Hnt4acy7uIaA8zHwBwMoDLpuPXMPMp80VbPhnm/MRPA3gvM587nTsMwLcBeBaA35mOEYAvT1vmNwJ4GICbpvtdhxYAbiGiYwEcAPBI79ydAA71jt0M4Pip3IdgK0rqyyUA/4itLwV9LzPfRUSHMTMTkTrPchf24CQ69V7HWm79abGoQ0jHVuVbRKu0eSqpNtSWHatHixSAWh1nWVqnSxp5rJUF6JwSq7HYY9yWTmSx52HRX62omfRrbE0PWtlTTT/V1MHKngL6t9eEdmtc+anxn0oPKplTUgthtw619saVlxsHoTrEnk2tA+3eH2vHls7lo4noounzOwC8GMDbiegubEUNL8wJYOZPENEXpsglA3gTM59HRNcT0YcB3AHgP2Bru/uN2HIOX8vMd05Oqs8rALx9Kv8G79wnAbyKiN4M4Oen8u8iot8B8EFsObwvjNTzbiJ6DYCLiYgBfCp2bQ2lAwFYh2Oao7SuLXW0jnJYt2GtsW8RxZHoGNOl1JEIldkyQlWio3VkxzrSEiujNOJR05a1MqRlrMnWtCDXT1M2pcV4WsLetNIxNDaWjor7hOojTZmq3Ukydy6ZeT+A/QBeEjj9xMD1J3t/X+D9/Up439xm5hd7Yj4O4Lu9a85yPu+d/r8CwGO96/Y5fz7J+XzmdP4PAPxBrM6O7AvhOcy+bj3pteW7NC0N4dLk2nC76bhdibXjWifrEqwcyzWzaY6llpS92S591ULHNba/1Lm22kGTsKYv9AyMWMMglqCN/PiDxNrYtzCoqVwm6dZKiE1p4xQhh6Q2J24thj/nXJXquES7a3MprVM2rHQurVcPW2OFJoIntTetcnB7s1N0tLQRJTttMz1zLgcCYr+RqE2ylZzToNkey+HqmDNwJfVf2vEKtWHs+ZXkRNUYQus2lOYD+SzdRhJcHTWOv3QxocV91qHPNWj6WOiZhOTULhJq0iRm/LG4HSOqGh3X5gxJ0c6LJWk5UmocrhS+jnM5Ne1Y299D9ZEyIpcbwhJGobcB7qnjHFEsddpLy5RQ+9xn3XKTfwtSjpUmiltCr/6a07F3fVoQ6zv+orBVLmRr1uBkLTUWNWi2UXvb05DMlI2JUdLnevRTra20jljWyhvO5QYhGTTz6sLC+C9hgCVbcK6OJQ5UaJW/RmJtaFnnUlm7sOde9UrlMkmdsZr6+FhFF2a9csY2FfkLtaOmbrH+2noycestHVMldfL7QS8HXWtP12wrYpTMGdr7l7anqTLnfp3afdBEAXP9oIcDHaJ0NyV0nVXUd2yLbzgpx6NFR7fcEtAM8FwitqWurrza7ZOcjNDWn9Sgl2yXWHwLUCo75ST41/nPXJt4ntqmLXVQQj8j4k/EUkeotB6SZ2IZRQz1wVw7+lv0tW0ZO9czEhwbiy3sX4sIY87mxK4NPWfLZ1/TVy10TC3YNYvHVL8ofV6hnyLS6phKJdHoKL02dc2IXK4YbQftES5vhTTZWupAxKJiPVbWmqjefD420cx1ljiSUge9ZX8IyS7Jw7SMmFi3eY2zpNFROxFb9m9tO/r9V+qEaevbevxKItSbbk9dNPY0dF1pVO0ifkv07VAhYgs9aXmh8qXOakmfm5+NRscQoXkh1UdDTm/qfO54jpSOw7lcOakBpDFyWoPoO0cxZ6k1tTqmtjL861vqaBlVcgnpJ3EiWzuYEvnullWoXiUTV0qWhbF3ZbvPWet4ufXycdszpF+un1rqaEFuoZfrB/45y3Z0qYmMaWT3sqc1C73Qta6tydnTpXTMlZO73tcx5Kz5Y19athXSIII/vtz7czq6n0t1HM7lBiCJWsWu05x3r8tFIFoMJK3DXFuWdJBalmkhQ+q4SfRbMgoT2loGwk5hyon2P/uyWusojUDmzueiCkvsTEieX8wZlkZX/ONLLYq0lETkgTLbXUqt3JI5I3VNq3lDSumzd+ueiti20FErs8ZOSBb30roM53JDKO2wmpVdqBPnVu+9jX1uNS6pk8QQauRp6CVLs82x5MRWa8ByjpdWnjUpZ1ga8ZQgkVdKTQRPam96pKtokUT+JPppto97O1+1Os7nNSk6LXXU2HX/79jzlzhcOfkW1ETLc9dpx6Kkr95PVPpgFUhXh7kIgCQSsSQa5y8lo5Yl8qtCuqcMXk39tDl91sy61vZTi/5SirRsyQSfalPXSbFaVFihbcfUAjYlyz2ueWezFaX9NEdsAdKbVF/eVHs6I5kX3WtDSHOI16yjdu739dHoN5zLbURq9WhlHJYmlqMG2Blmt4zeOvfWbwn8aKOFfq5h7amfJkG+Vk9/8l+6Hf06WLSjNALWIucyV24Pe7qkvbEcjyH5ob97EHOYLB1B/zku4WC2rEPJOB/b4tuENUw0Vmgm7Nx57XNZ6jm2KDcW/elRdoxUWaX1kG479iLnhJTU1ddxaX1zz9wiLWOpviqNULUuw4rYcyyxp5tGbi7Z5H6aY27jmrpIdkliuwjDudwGWBvDkgmx9TaVtP7SCdhq0rdEa+yt9WvRhqntGf+fpI4p2bGcRvd4r+1Ut1y/XrX4zqsv01pHSV5hbb6gNDdzTdTYmu3GWuyNpvzaeyQpTJY6phYJVnOX5Vir3hYnokMAXM3Mjzaoz8CI2jy0VF7U0ljVLZf75R/r6ZjE6qXd7oglo5c4cyW49c3VXZpX6N/jl5eSvSQ12+EuoW2plvqF8q5C9fKPWfTVmI5L5FxqcfXX2qye+qUcQ6uxGLNDvWilY+j4UrbGSkdfVmy853Ssjlwy890APkFED62VNbAj1JlSWwRLT7xSchOaf7x2FdYj6pB79q2+SLBGtAnna0NqxGv10IwDK9bw7FtHMa0Xqmt4ZilKn+Xa5wxJfuwSY6iG3MJce48WbXtbfaHnGwH8HyL6KwC3zQeZ+dlG8gcBYiF5f7Wi6RSxyXGp1Zh0srauX42smi8b9DJuvXO+LLeDc5GzNfdTC0JfRuits3RM1sgPRbFbRi6tnmEsfWUNjotUx9Q4ar3dHEJjU5ca/0uV17pfuX1Bo6dVzuXLADwTwMsB/Lrzb2CM1qhLOsNSOU2pLUzJddprcliv8nrVW8oS7Wy1/a7dmnFzkUond8mEtqTDEMq3KtGxNHLeGrfvrDlKNpOrZ0uHYImcz5zcnjouhaWOpfZmyeeS0t/EuWTm9wO4DsBh0+ePArjSQvbgvsQa1Mp4SZ0+i7JiSHRsQQ8dU7KWMhQtnJISYknrgPyneHpvBS2Rn7zUlt4atnvXEAEspXS7Viu7VmZJ1DJ0bhN11NJTR20Zljr6ZeXKNtkWJ6IXADgHwFEAHg7gIQB+D8CpFvJ3Kj23HzTbz5rrJeX2uEeDtY6xMlIGvOWW5xLRS01ieW5hIdn6ttBxF/YUpzjE9LTcIg1tj68By/6qndA2gdQXfVoSGjcW48hf8C3ZZjEdUwvANY1F6WJ2CR39OuSw2hZ/IYAnALgVAJj5swCOMZK9o5DmErmNK+04vaJvOVp+E3INOrr6aXKcJFsea5lcZx1LVtmh7cNN2fqMsfTWcSmasbhEhLaWXrbG+lloFjW+vUn9s6Rn+5e0Y++c5J5jUYP1nCiVR8xcXSARXcHMJxHRx5n5O4jofgCuZOZvrxa+wyCimwFcv3Q9CjiOmY+WXLjdddzu+gFDx5UzdJzY7voBQ8eVs2N1tHIu/yeALwP4QQDnAvgJAJ9i5hdXCx8MBoPBYDAYbAxWzuUhAJ4P4KkACMB7AJzPFsIHg8FgMBgMBhuDlXP57wFcyMx31FdpMBgMBoPBYLCpWH2h59kAPkNEf0REz5hyLgeDwWAwGAwGOwyTyCUAENFhAJ4O4LkATgbwPmY+20T4YDAYDAaDwWAjMHMugX9xMJ8G4IcBPFH6LanBYDAYDAaDwfbAZFuciJ5GRBcAuBbAGQDOx9b7xgeDwWAwGAwGOwirL/T8KYA/BfCu8aWewWAwGAwGg52L6bb4oJ770wP4cBxxn+Olr6FriftGga/iNnyN7yDJfdtdx5x+JW9icJ/NfP9BHCh+q0OoLlZt2PKtKLVsRx39+mxHHX3GWLyH7W5PgaGjL1fKkn216lvdRHQQgOudugUwM++ukb8TORxH4CS67yvZ1/iqNbeeV/DF4vskOpa+ssrq3c2znBIdY/rNcg/iQJV+8wCv0XHWz62LVRvGdF8DVjrWtKE1/jPfrjq6dakdi6H+X1Ini2dUY2uA7W9PgbyOa+inrXWs7WuW7z6X6FiVc8nMu5h5t/Nvl/NvOJaDrrjGdI3OeKp+kvquTadQfdz3h6+Blu8sX4uOLRk65u9Z6zOqfbd2Cx3XOBatbMRSDm6u7q5+Pfuq1e9cgohOIKKfnP6Nd4oXchAHVmusfErrOevo3+8bw9C/3pSUKW1DX68l9Cs1iHP0NFTnmB5L9mvLdqydtK05jc4oHh+xsejiOxlL6Wypn9/v12JrWrWhK39JHUvRzBnuZ8kzsaLWjrs6xqLOaxqLubJNfuyciP4rgBcA+PPp0J8Q0XnM/NsW8ncibrh/zUagNtSu1S1WXstnNMvW5qnE2jDVpr31m8u7iN+i1k/j1Ejr32Kbq3YMuc8odj5UZkpe7polSNXL75e5cW+xBZeSXZIztgm2ppZN0LH1nBHaFeo91qzK1CzeJVg/h9RYtPq2+NUA/h0z3zb9fQSAy5h5RDCVENFGfsNqF/bgVv6SKHHZSsfUFqxkcs9d618n1bFEvxIHSFpv6eShacPddBSfRKdG6zzrE9MrV/cWRvA0OgNX8MUqHd38Vk371LRNKe4iqKYdNbqm+pbbByzwF0I9x2LumdS2d6mtAWzsqSSdRVJ3jd3tqaPEBub6qcQ2Ld2OQHlfBfI6auYNK+fyGgCPZ+avTn8fDuCjzPyYauE7jJaOScsoqHYQlUzWrZyv3D3aSTvneMXKzF0fioCG0OjnXlvilKTITdA5xySH1nHROCVAXsfY5CRpx/k6yYSmcdLmspm5WsfcwiF3XFLvWB/J3bP0WIzd59NjLG6qPQXk/XRTdbRcsMfK1NibWH1zckr6qtU7wN8A4Aoiehu2vjH+fQBeZyR7EMFt8JxRbL0tUPKTELUr4ZA8PyclNShiZVs9K2v95uvn+y30a7ngCDkKofqn9Mg9w1ZRMgkWX15K1Tm0veeW25qQfpKyQ+0trXOqb9fQwta4969hLG53ezrXKVZO7pqYvFodJXK194aoXez5smraRaKfiXPJzK8hov3Yeqc4APwwM3/cQvYgTmhA+Sua0g6kWRlZ4zsgbn1yq7CQsUiVI7nOmpiDGNJNYrxzZUmuA9r+ZlzIkYwZxNi5Wk6jM1Q/DaKVXTrBSSa03KKiJaGypYuBVDtq+nkrQmXnHP6SyT91PoTlWIzZU+lCoZU9tfwd1ZCOsTqF5gz3vEVfbGW/cvPifC50fL4/9ZxibVhic6qcSyL6egB3MvOdzHwlEd0G4HQA3wxgOJcdCTW+hWMppfUPLocm2xiSySrllOYcIGtSuoX0LNEvVF6PST3XTrlrUnVNtWFsq2pNPwwemyxik6PbJ1PGvtdYzPXT0D3ztbm2zOnYAslkmlvMpgjZlN62xi3XrVMta7CnsYXCfK42UhdiiX7qlw/oxqIUycIitWCv/SmidwM4HgCI6BEALgPwMAAvJKJfqZQ9UCIZuKlBFju31MAJoTXkoeMSfdwV3hpJtZW0DX39Wjol2qhGrp2kfdIyGiGpi3YS9fUsmQznvtpax1hdJfe5SHT0HeklxmKtrYmdiznSLr0WQZo21NibUDlrtqe1uP10O/dVTbm1zuUeZv7s9PmHALyJmc8F8HQAz6iUPWiI1mHs7WD6E3ZJ+WvW0WKlWWLEll4oWJSfk7FEJMgtV6tjTT2XmMgsxmKJjFa6toj61MhqMUYt7Kn2+S9ha1xH2Mr+WyxyraiNwMZk1pyPUZtz6X6z+ckAfg0AmPlrRHR3peyBklxUIXc+F953J23/c4tcNumqP1XPkjL959BjUguhSQXQlBd6hq3aUIKbjwnU6bm08xxD0pbSLdbUuFg6OpTKd3PHlmQrMfY8WvRV3/mKba+Gro+R0tFvr17bxm7dfHI5o6Vl+uN7Saxt6izDT2tprW+qv+Tm/tD12gW7e31sLNY6l1cT0asB3AjgEQDeCwBEdGSl3EEFsU5tlRvSaqWvITVwa/WMRVl6Ol85o7GGCEtNebncyFAfq4lErKUN/XO+btpJKdRXey8SStpSypKLhVRbWI1Fi4iuBT3sqS9jDWMx1ndrxqGr7xp0nM/V6jjfI6V2W/wFAP4RW3mXT2Xmf5qO/1sAr66UPVAiyfdIndd0nKXyS3qXueb8GYtyeuQkhsp1cY2xu0J261ZTzzVETHJbdRb9eg19NbUQsLAZmzT212xPe+zM+CyZk5gjF6nWyNkpOuZkVEUumfl2APf54g4zfwTAR2pkD+RoVyDWYfuLeLlv4ca2yUM6lubC9TAUqS1Avz4WdbKU1QttPUOr9ZY/txQjFTHQbmH5hLZVe4zFVPTZOvoWSlNZwt6kxqK1PV2KHvbGQl4psUWPe36T2jFU31TqWK29ickNUeVcEtH3ATiWmV87/X0FgKOn0z/HvCGz1g5FmvvkE+pUPSbtEmex1FisweHKbWNYT+K9HC9Nrp02T6+kvBZocpis6jc/o54OtLQta3W0fE4lSLYUS9t0DbYG6G9vepBLwXGvmdtt09vRJ9WOJQt2KbXb4j8H4O3O3w8A8HgAewH8eKXsQQdC25CbQC5R3j9WOqBSW5nWSHLTconZ24XUs5DquYmToY9E16VyoC0cRq3d2ZSxOKPRb4nc51zZqTSO0GdJmUvoWbooLbGpvXV0y8u1o9Uug0TH2i/03J+ZP+/8/SFm/iKALxLREZWyBx1IbVf0GiCaFWJJnUIGIreaTd1bWr400qqtj/v8clskm4LkuUv6aurZrI1Y/XLjY+moXoqYfQktGDQ2oPSLEpZjMSU/pHcPW6MpDyhPFUp93i4L4NLUlSXaEZDVSZrCYdFXs5FLItpLRL8cOX2vxBdm/knnz6On+/cR0WmezKcR0TOI6Hgi+n9EtJ+ILiKiY7I1NmJ6XSWI6L8T0UOI6EQieux07EQien6vuvRGOtm2NAR+1MIqcupvp1rqKM3zmrcl/fItn6ffhksb7Vblh9owlzeVklGbq2c9cUjlSs/X5iO23MHQ5IaFriuJdB7EgeB9LRaNS9rTWb5vUy1kWmC5+HH1tNaxRm6tjv680cq2axfupdRui19BRC/wDxLRjwL4q9hNzPxuZn7n9Of7mHkvgP8F4BxHBhERVdYvCzP/CjPfCOBEAI+djl3FzK+zKoOIap+zOdLO09tpKS1PahBqVoGaXLZUFEpLzOBJVtSx52Jt7GP1qZHnE9rSkeY2zp81beg6JtakdPT/pe6xmNBC7We9EHIdMb9N/Dw3CRZ5pZa2psaeWoxFS3sz3+dHI6V177nQtJA5k0qp6rmLpzkukSWJUkp1DG2vx8ai2Okhoj8jovcT0XuJaPd0+CoAryGiA0T0eiI6j4gOYOvH1K91bj9ziky+fpJ1FhGd7RVxFYBjp0jnGwC8B8A3ENHvEtElRPROItpDRIcQ0flTXd41yTuNiC6f/p02HdtPRK8ioo/OUUgieiYRfYyIfh9TSgARXTC9uvIcAD9LRH/iRmuJ6OeJ6MNTHR46HfsEEf3h9P+J07GzieiD07/HOtf9MbZyU4tY43ZX6zppBlLM4ISiJO7AqElq1iJ1+EJIr0vpF5Nb044xg1I7AYSMvcaB7EGpjqlFQqrNtE50CbExVDIW1xJNl6Adi9IFbGyBsAS97Wkv/Ii2FEl0MqRTbs7oEZnWXmuto6YumpzLs5j5nyan8LlE9BfYes3jkQC+B8CjAZwBYB8z/yYRvYeIvmm697PMfNbkKH5XRP6TAHwawIMAfIaZf5iIngXgBmb+cSJ6OoAfA/A3AG5i5rOdiOA+AE+dPr8bwEXT5z+bzr0PwOsA/MJU1z0ALvXKPw/A/Zj5fCLaCwBE9GAAT2bmJxDRydP9Pw7gwQBOAvA4AD9ERH8P4NmTDnsAvB7AcwAcC+C7mfm29KO9N6EGt9yeWIPR96MZsQk3hGQllluRxsqVlpFiF/ZURVZyBkFybD5eayAk1DrqtY5uSi5w7/pptox3YQ9OolOT8tfmOGjzEd2+arngCkVBS59VaCxrcy6lW/CpsmNyl7Q1vvxYG26yPQXu6achPd0ySnIFNVFzzfypnWtdHWcs50UpVj6C1Lk8FMCvEdFjAOwG8DYA3wzgH7D14+nvAnAJEZ0O4PzJKfyH6RoA+Pj0/1XYepOPy1OI6FJsveXnxwD8DICPTeceBeAHiOh7p7peBuBbMP2GJjPPr5hkZr4VAIjoLkf2J5n5TudVlHcz81cAfIWIbhbofTyAq6fPfw3gl6bP1zLzV4noRmw51w8DcALu67B+WutYxia/0gb3O2rt5G/R6WYd/e0xifyYcYht6ZVMaKEJW1K30D2xOkrLdu+tGfQpo1QyYaf6aa681HnLftYCjQPm98PYvRZOVw2xdijprzXtN5cZ6hulzyi2QJDUM7cNbGFPS+rlE7KnrrzSBabbHn79aijtI9KdjBAap1KyS6ANAEixnDd8mRYLxtCcHZs3pNviJwI4gpmfBOC1AAjA3wF4BrYiiXNe4d9hK5r3f7EVybtuuv8E5/+/9WS/j5lPYeYzJ8cPAGZn8NMA/pCZ9zLzyQB+cTr2XU6ZAHAIEe2etusPdWS77z6frzuCiI7FPb/HOXOndy+m+s91/06n7q5cAvA5AB+d6rkXwFM8PUzQdtqeW79WlOrYKoJkKbdm+yg3GWmwnixKkUQ5ahyvNWxJhrAciy11tO77m07OntbqaP2MamyN5Q5XS3tT2v9LHcvQPdr7tdToGGrHGpuh2YWQRC4JwKcAnERE7wbweQA3MvPNRPRPAN5ERLdjK+r4qwD+AMD9AXyNmW+cvpPzKCK6GMDnmfkyIvpWoS5vB/BbRHTJ9PdvTMeeRUQfAPAVAKcDeDm23mtOAF6akPerAD4A4EoAX/DOXQ7gAiJ6NIC3AgAzf4GILiWijwD4GoAfCgmdnsU7pzrdBeASAK8Q6mhOSyO1pm31mvO5e5fe8vTrUBvNWfPkHpq011xfLdYRy97kxkLpOck9a7Q1JQ5JzfU9aGlPLWWUIG2vNbaLi2TujfVVC7uqnfslzuWx2NoG/unAuduZ2c+h3AsARHQtADDzPv8mZr7A+fNM79w+5zMDODdQ7r1+JoiZ34OtLwC5x/b6n5n57bj3j76Dmc9y/nyi83n/dP5VAF7l3XPy9P91AM6aPr8BwBtC1y2NdTjcklwOiXSisdgK721ccvrFDIVVPZc2ptb6uc9zad1yuvSIHCxFq+23lmhsjXVZwLp0tNB9jf1UY2sluDr2WATVtldtW2jbNOlcEtFzsfUt6u+PlUdErwTwkskRnO97Gbaid4MCYp0lFubu1bEtDUUoRzIkv8X2U6pOFrLdn3cB0vXtpZ+1sXd/k83FN+CtHWS3XE3yuwS3HV35rgOb0nETmHX0n5+2z4ZYi2MhHWM1OaYldWplT4F4vUrszRrbMbW7tEnjz8WfN2ak9sV6B8Etq+T+ZM4lM7+ZmZ/IzDdFLvlpAA8HcC0RvXX6dy2AbwXwInVtBtlvGWvD4msk9TM2vYh9caBlWUvol7umRblA2CBKyrNqj9aRJ7+MkH49cuha6RmS21PH0OKzhJ7vWY8hsTXWOtbYm9IoXk8dQ2MwVYal41WTs1hC73nD4hqg8kfUmfk2Zv4BbH2B5YLp31OZ+QecL+cMOrEJjqUlpYMuN3HFDFdLQtu5FvqlyqrB/YZqyNj6+aKhskMTYM0zb7HV6OpWEw3ynW6pnv4zajnGtRFYy23kXjqGyosR2inSPiMrJ7kVFs967TrOpOyQ9P6Y064d15ZI2lCz2LDSgZzdbP3NW69r/EVs/bzQNQBeNf8k0KAMIlI1iMTYWeWE5AYQM4veqERErDHSuYhNSD+NI+Dfl3qGEh19/UrqWuogSu8LXbcLe3Arf0nUhrvpKA79xIu/xSrdOg5tO+eQRkrca67gi010DJFzsP1nn9NT+oz852CtY6ptUnUMXZ8qxye1OJHqWGtrYmPVIoUgNhY1tgawt6fSezRlrU3H1u3oHivVUdsmubEYuid1f+gezVisfS3hHwK4DcBvA3gggN+qlDdQ0DOK0brcmEypIZRsw0od7FgkTor/G5C5weljoV9JG1lsIYaifJK+5DtfmohQDutoQo+t+9xE2BON0z+3Y6s6a7d7Q7/HqrE1MSQReI298e+txcKebqqOISRzQaxOJTpq+ymQnjdKkTx3bV2ldvp+YolhHszML54+v4eIrqyUN3BIRRxL8kS0gyQWddLK60WoTrkVZ2ritNQxVreSCU26DRVy3FL16U3pM5c6O6HnZZWDl+s7MSPub7VKorpuebFnlrq3BI1zmItO+c+pRD//njXkUvrU2OoW47GFTKv5yAptpDx3f6k9bYU2+iiRIYmIxmxbqOzqd4tHoOl930cR0VEADvX+HlSiiW5JZEknZCt5GizkSQ251PCuTT8N88RuEampqYMW3wmZ9aiNLFgjccCkW00hHf3+ssQELo1Wztfmrk9F5SWLaatn0MvWuLj9uVWdQjJr79fOGT31C5WvvUero79o8q9r3YY1NrXndbXO5YOw9arG+d9ubP1A+cew9brEgQGl2zWxe0MDQLINYlG/HvJSA7zEWe89qecMXyp6Fbo+1ZYtHd6U3JxOuXtDDmhJPWpJ9bNaHX0kY3KpCFKM+TmEnGS/HSXOV29qFuPaftqKkkhX6JhmzsiNx1ZzRm30OHdcOi8uFXiR9EdXVmwsWtSpalucmY+nrVfw/GtmvqFG1iCNNNI2X2t5Xc9tAEtq67yU3nO5WodpE9sIyBt1yQSfi9IC/Sd2tz69ose9dXQnJM3k50/YSzH3ndSis8bBlCBN82hFTfBik6h1zpZOI8qhje5Lrq+xqVXOJbD1Fh0iehu23ik+aIjrcGgicJYGIZZXtTRaR1C6lbmUbn4EoHUb9sTf+nWdaau6uM+tZRvmtupdnUraMnZP63EuIZZDbNWOqW1HqzaVyGk5Xnxb06INS9I2ADs9e9qb0DgJ9RdrezOX1ZKc/CXm/hS12+IzlxPR441kDQSEDHtqorPo+CEZLQaUVg/LLaclHWWrdpqJba1KjrWiZVkSQxr69vAmIHFMez5biVNtVVasjJb0yPGNjcVei4Qe/SWm49I2p6SfpgI6a503luyrVs7lKQAuI6K/JaKriegaIrraSPYgQ4uOrQmxn0ZnNJ+0rXUsyYlpqWPJqlTDEo6Xb3xcBymU9+NeoyVWjn+uB76esfMScv00lNPY24FOtaf0fv8+P7rtOytLjkXpNS6h3LaU7DXYU63TpG3/JfqptZxUNK/HvCihpK+6/3L3x3Ss3hafeLqRnMGKkBqLHsbQpXbCzsnyj7dalUrz8EJbrFZlrCGloQbpM2y5PZ5ybK3qIMmx7Z2iYpn3G7M1/mS9VE7pTM029pK2Rlp+bR1SCwQL+RpC5dfWw5cTK2N2zHsuEiz7agxf75SOJpFLZr6ema8HcDsAdv4NVsSmOxLAZieU+0hzZJYwzFZo8nSs8+l64Ud4cjpalKc5boE/UWnv0SJ1hFpS6zxrcx2XyNlrqeMSaPIOt9NcYrnQs5Jt4lwS0bOJ6LMAPgfg/QCuA/AuC9mDOK0TeFtiPUFZR+Jmh6FEnuYHnrX61eA7CK0nhiWjo6Gc5O1Gb52kDnSvOkiQjkXNeLDWXbM4sShLgnXea409rUHyLNcwZwD5vrqGIINGR6ucy1cA+C4An2HmbwZwKoAPG8keOEi2MDZlpRbroCX17OUoSUkNwBr9WrWhVq72DSm1ifOh59kiN85FouMSY8qfZOZ/JXU5iAPZZ2SZhqLB3V50238tYzFWjl/PUPktHNQYJdveqWfdM0ofK1d63drmhRw5x21tc3iqPlbO5Z3M/EUAhxDRIcx8KYATjWQPCijthLmOHcqJatHhYzJ7TWqSuliV0csY+l+8cI+VIKmrX5ZEpsSJLHGIWi1alojQ9l5Alshd20QYo9TW9IyKSShxSkoikFoZlnOGVMfWC89U2SE72wqp7amtS8mcaPWFni8T0QMBfBDAnxDRTQD+2Uj2jqWk82vuKY121HbUXdgjjgq5URk3ibjVFkHsiwUatPr5n1vq55Zdg1THuSxXt1j50gkh10Yhh7ZEX42OUlpNaD2QlreJOrq2xsVqLLbMiXP7qWbb2x+TWiTzh4U91RDK2Q7Vc21zhra8mJPfsg5aB9PKufw+bH2Z56cAPA9br4V8uZHsHUXJhLaJX4KYqTFsIdYWLUkN+NBW2ablCkoMmlaHNbWhtC6pxcGa2YU9OIlOVd2zSfam1vGK3adp303pCxKWavtW8+Ka2sZ6MesHZXpDzDZf6iai4wA8kpkvIqKvB3AoMx80Eb6DIKKbAVy/dD0KOI6Zj5ZcuN113O76AUPHlTN0nNju+gFDx5WzY3U0cS6J6AUAzgFwFDM/nIgeCeD3mFm3JB4MBoPBYDAYbDRWX+h5IYAnALgVAJj5swCOMZI9GAwGg8FgMNgQrJzLO5j5a/MfRHQ/jB9RHwwGg8FgMNhxWDmX7yeiXwTwdUT0FAD/G8A7jGQPBoPBYDAYDDYEq5zLQwA8H8BTARCA9wA4n62+LTQYDAaDwWAw2AjMvi0+GAwGg8FgMBiY/M4lET0BwD4Ax00yCQAz88Ms5A8Gg8FgMBgMNgOrbfG/AfDfAHwMwF3z8emVkIPBYDAYDAaDHYLVG3puYeZ3Gcna0dyfHsCH44j7HLd+DZ0Fu7DnXz5/Fbfha3wHSe7b7jpK9HPlSvCfjfs2B60sV551G86yS+rUAr8uVv10LfoBO0dH4J7+ajkW18KaxmLI3tTQyt5Y2MDS+yV1WVpHi/tzsmI6WjmXlxLRrwH4cwB3zAeZ+Uoj+TuGw3FE8HVsudcdtnzFU+wd2G49r+CLxfIkOpa8lqv2/pCsEh0l+mlfuefffxAHqnScZblyLNuwRL8WXMRvadJPa59/S6x0XEsbAvftV5ZjcS20sqc1fdVqPA97k6eljlbjWdOOVj9FdBKA7wTwPwD8+vTv1UaydxQlK+o1GspaanVa+zPx3108/xsMSijtOyl7M/rj9qGkLXPvV+9Jbl6sqZ+V7W39jDZtTjRxLpn5lMC/J1vI3oloOsHSg76k/IM4EBzQ/uradbqWcsB66FdbXg1uJFqDRMeQA70EFo5XTMbS7deqTHdHZA06AmV9de6nIVlrpLc9XYLSciX2Zj4v1bHFM6i1N1odW9UnhWT8VG2LE9GZzPzHRPSi0Hlmfk2N/J3M0k6jhDWt9lo+r1l2Tc7KWled1m2YMzoX8VuS17jpF5bkys3d68twHZ35eOi6ntT0U1+H0+iM++hUWqc1OHLDnsavD7VPjyhcqT3VOoy9+mBovGh1lI43f+Hea4yF0vBiOtZGLufs012Bfw+slD0QsrTx7mG4Q6u30hV4z9W7Rf0s7pcYK01KRs5oljglvsG0YHaSStBMDNL6+pEHC2rGv6ujNEIpyfO2HlexiHgLdqI9dT+XlJ+7b4lnmuszm7DgkBJ7/tpdB8tnUhW5ZObfn/5/mX+OiH6qRvZAhmbQlm6BSu5Z47cvpYS2IWq+KLULe3ASnaq6V9o2uQiZZMKv1c+tS6geMV3m46HopHtM46j5MmLjoWZy8+9NyYrpqDXyoWtm2aHya9szJTtXx5SjIrnfrYOUVvZmaceylFLbPmN1b6jP+p9rbGrp/ZL7Uv1f6jj31tFv95TdzZFa9IZs4HxdbCxafVs8xIsA/EZD+TseTadeo9GUDOTab0RrnK8QNUbb32aM1UHimMVwdSypp1te6TZVytnx/w5tHdX8MoBmC6xmKy5ErH0lBt89J9Vf2r6ljleszXLtZBXtSI0L91iriFOPhXpLSuxpzWLOly29p5acntp5sUU0b5ZrNRb9ekjnjJDdDdGiL7d0LkW/7TQoR7pKrB3ckgHYatIODahQVEgbPfEjNUtOWLXbSTXbl61JrYJj/TcX4YwZTEk/tY54xRzJUN18Yk52LGLp3tdzsei3x3wsVN+U85Eap2tw1nLOrTRCn6O3riULulJ76n9eG6EFYWy+Sd27BKl5MTQ3xuqa08GdG2v0bfZucSK6gZkf2kT4NoaIihvEKgKSWzWF2IU9uJW/JFpQzDqm6tvK4YrJyE3ogFzH3XQU535TrEY/ycBv3YYSHWNlWrRfTI5ka4uZTXV0y9VEY2t0TJ3r1Y6xOmjuD8mQOOVSHWvsaaz8UH2091vbU4nNiNHLnvrHrftpyz4akiNZVPUYi5qFppWOknas+kIPER0kolsD/w4C+KYa2QM90lVGrDO6K6DtQGxbTbKNu9aVN5A2Jqk2XKJtNVtU/n05PWP4UTb379ZvnbHSsWQstuyzc30sbYRWlt+ua0FqU6TnWmCxe1VrT1u3nYWOmnO+s+X+64mmTCsdJVQ5l8y8i5l3B/7tYuaWW+6DSrQDcS3GUFqPUGRvTY7zmurSGncCqu13JQ5JD0JOdMm9GtwtsjU6XS5u+0sWDq6Tvgn6+ax5fJcuELRtsNRitsUiqORcK6z1m2WWnEsxHMBtiiR/SEsoKjMf07zmSlueW2ZuSzgX0ZIMol65Q7FthtQxy9W5344t2jBHqD1Tz0XShqFrWvZTn1Cd3br5dSqdtGP9Yw3tmLM3krzR2PhbQketPdXq5/bbVjYnZxs119fUYcmFQkubmsopbkXoeZboWDo3psbicC63EalJJ5fHVFLOGskNEqnRD33uOaGlDFMur1AT3e2N1OC6emgNdk0U0QqJ41ijo3vPkuPRTz9wP/uOfkk912BrWtrTUF9daoHgI9FR6pSEjrXW0Q1I5K4LLUZrI7U92tFfzMXqHFr01eqY6/fDudxG9FoRhsppncuWK98/bzUp+YnLS2PZxiEHoBepSJA/KdRGdHq3YSolI6ZHTbsu2Y4zfvmhreya+vmye43FpWzqmuypZTlu/1+DPZ2RRP+0cnqOxZL61tY1144m7xYfLMsaVvetkeZozZRsm/v3+zJa/lB8KnIVq3MqKpAj5MD1+CH82Ha19HoNvdswRKhvap/BGolF3ELn/b9rHem1UevUh3Ra6qUUc3/1+62FPfXltNYxZh9jOsbuKaXXtnjoWEsdpTnQI3K5Q7GOdCxhDHNbGZs4abuEJmup47lmtLl2tdu/ki3qFuQWRLORrtnGt4q4tMDXsVTPNekkZSeNyzUj2fGw0mupRYJGR2t7k2JELncwqS2sNSIZFBJHZK36aga9n9/m/tsOpHK83P9L5bRGUq7f3r4TvPbcy1BURIrbVzV9di5zja+b1eygrAG3vtLdEU1UM1dmL2IRPAluH9WMx7XrGLI3JeWlGJHLHUgsh22pqFgo2TiG1Onyc7Ri1/bQUbMqtlhJblp0QUKJnrnI9tJIoo6asbEJlIxFv93W1IZAODIe+rzWNrS0OZpF8Vqp3Q1okRdvRWzxE6qztNwl3i2+SohoH4D9AL4M4HHM/Doi+hFmfv10/reZ+VzD8vYz814reVZIBkBr58sy4V8iP3aNtExpAvpBHGhiRNdumFv0F6sFj0XdWo0HaT8Fwvpbfxmkl56hiS6347BGpM+rha3x5ftY9PlcGf75Fn3HdWCsgyCahUtqHFouXq37eqodNfV2t9dzNHv9Yw1EdAgz391I9j4A+5l5v3PsQ8x8cqPyVM5lyevKtJ265Hqf0P3S1+rldLRYSWsHjFSuRMftrh9wz6vKekxoObkaxwvQ9dPYc7aYQP0dBIljZa2j347S+kgIyUzJzZXryuj1+scWSLfOl7KnqTqFZEvHx5rmjFSdYnIlTm0rHUvbMDT2JIu8VJlSHc1zLonoLCI6e/q8j4j2EtFfENE7iOjDRPTA6dg7iOhdRHQJER1FRMcT0aVE9BYAZxHRM4noA0T0ESJ62iTvOUR0+XTd9xDRg4joL6frfssp/01EdOH0jyb5lxLRhQBOnK7bS0S/TETnAHgMEe0noscQ0Yem8ydM9b2ciM6cjl1ARL9JRB8iol+ajj2CiN5LRO8nopdMxx5PRFcS0RsB7LZ+xrXUhvmtV1Whzi0tQ5sHU5szVEKpfiV5PjX5RRpa5byFnJAlcphS9fGPa2WVbPFqDL0Gyyi7pL+m2nETo5YWtOjbpX1V2oZ+vmbvXNOa8mYdU/eEdMrZoZY6a+YCty65iGWJPtL+2u0LPcz8LAAXApjfzH44Mz8dwO8DOGc6dgyA5wK4AMDPAHgygL0AfpaIDgHwYgCnMPMpAD443fdmZn4SgK8nopMmOTcx8+kAbgTw7QDOBnD+dOzrvHqdB+AaZt7LzNc4p14B4HkAngjgXCI6bDq+f4pynj79/UoAz2fm7wHwbUR0LICXAnjOVL/jtM9qDZNqS3ZhT5VeEuMgiZSkDHCtoXDbMFWHEBJDotEvJM/KEMb0q3G+5n5v6XjVjiVplMJSfomM0+gMs98PLNXPj3zURkJr2tG1NWuxpy3GoqtXSV+N2RzN82rteFnkc0qukepcs5CS1KHUabeau2Ky/fEYszctci7d0O4cKv3k9P+NAI4EcAuAj0/HrgLwlOnzJ5j5LiI6BsCjAFw0HT8GwNEArmfm2wGAme8moodjy2EFgL8G8IhIeQ8D8JfTsSuFeuxh5usAgIg+N9XBlX379P+3AvgjIsJU1kMAHMnMN0z3fkZYHoB7cm18YxEKcWuovbcFMYModRrde1uuGrXyQ20olZMy8K3yeUrkuwalxIH2y3NlSBznmLzQ9e4xjeO1C3twEp16r2PaZyVxrKycrhJiOlrqp62f244WOvr3Woyn1jZHg7W9Sd1vtQgCdG/oic2LQLnDZWlXY/201t648paYO2rGYovI5S0AvnH6/Jjp/5DDeYLz/99On+c8y38EcA2AU6d8xRMA3AzgoUR0OLCVlwng7wA8brrnYJUwEQAACgVJREFUOx05fnmfc8r7jkCdQ7kOX5626g/DlnN6U+TaTwP4j1M9HwfgowBuIaJjiegIAI8MyFZTOqi1UaAQJdt4vZFEJ6VYTWghtPJyEQmpPMvnY0HrRUJttCyHRG5sYnYXi1pqo0tSSu2GH22xiha23jrW3NOin7aiRscaWbFgwRra0dWvhfO8FkKLjfn/Hnq2iFxejK1t7McD+OfEdXcS0bsBHA7g+wHsmk9MUcnXALh4SnL9FDO/kIheBeD9RHQbgJcBOA/AG4noBQCuZubLiejfBMo6H8BbiegHAdwROP95InortrbdZ14K4I0ADgXwWma+c4pO+rwYwOuJ6AEA7px0eQWAtwP4DIAbEs+gKdtpoPhYRko2he1qCGsnMo3c3uS2tdZQx1J8Bz7kUJQ6N2uiZGtyE0npucnjUarHdtHRr0dr5z6GuXPJzAcBPME7vH86dwGw9WUaAFcx80uca74I4ExHzoW4Z8t7PvY2AG/zZJ/uXXOB83mfc2pvoLpzvf6Tc+zk6djHAXy3J/ss5/Pe6f9rATzdk3sFgMcGyutCC2NYGmmxLFO7XV5La31z+knPacvqtaWX6zMtnu9c5tIOSuvk/jXoGGO7Ol+WrM2eWjuWS+iXo7XzbEHtc2tpU7VltIhcDiqIfXsz1aC9nS4LUjq6zk9JPk1NDpu77VU60HNtKNGvVY5eq63nUBQrVI5lQr1/Tyh9o8bYhtoxNEGVLOYsJgHLrX/NGAq1e4jafmpBiT3dRKTtJ3kWlvbB8jlr2lGjQ8m2umu/W6ZK1Oq35Py/yOsfmXm/F7Uc7CBiP2OjcShrmZ3HVD1alNlSvltOSr8e5PJ0Q0Zzjat2n9hzDT1z6zzXFtFKyU9KpdrSuj6xXLi1sMZ6hdrQavxL27dmMS5B+tNnvexeC4c81o6SYznbUJOXKik/xHi3+IYgGTShDtHK+C+JG1mc/3bJPSeNIeg5mczt5+vXsk41stz+FnIKYqv51Ha/ZnKQXFv7rNw2ieUUhhyunI4WWDpivo4SW+NSGqWer+vttEmjy2uwdz2I2VPtzlFqvLdoY828mFoYasrqvVOoGYuWOtYuJIdzueGEJgW/c6zVQKYm7dh1se1PKSVblqUGQzo5lawSaxzPkH6WUY5UhDY00dT201zUsFS30M+IxPpGrC/H+qp2WysX9W6poys/NV5r+9ASjkmovFg7tojMWcnLLYJS1+ba0HoxW2tPJXY1tVgqcaJzC0Qre1PSjqFrStpRM3dIrh3O5YppkUvVs+xehIx+yIhpozGl+D8SnzISqYlce51Gv17tK3WwrRYJuedu8WYhq6372gktd30NNY6+hY6pvtoqylkzFi3KsiQkPzQWY06I9LpUW6R0vIjfohqL0kWQ1t5I+mps0Rqrw3yPVscQsd1Iy3b0ZUuOzbJSOg7ncuWkBspSDkKLcmMyNWXFJodYiL/ns201IaWidmt2Jt3rQ39Lt3dcXXPltnK+cv3Ijw7ltrFSDk1uLPZ0vPx6xa4PRV/95yGJRLkyWr1+NEdplD0VdWs1NmvlxhbssbGZiiquVUcfX8eYXe2pYy25dkzt+tToNJzLDcAiUqKZ9CX3SLcnNFg5YCXOTWoVbKVjT/2k17Q2+iXRtpDz5RrAeUXuO22xerTUc66PhJxTGHO63C1ZyfaYJdJ29K+P3a/Zeis9vzYk0bGlnC+rZ+3205ystS3ctfenUiR6tGNJNF1jI3LpH1JZw7ncELSOYcl5t9PkVqmtKHGcNM8mpOP8uQeWjqHmvtLtq16E2rTE6PekJkI7H1vb4qyE2GQrcSZC59bcV/0FgjSiK7E1rRZCVgsEaR9eov0sdEwt/kLyc+1ojdbe1FxvsQi8n7j0weJIIjX+9ZrjM5JoU0sjn9MzlQOTOx6SkTq/xGQmfb4pB1PST5ZuR6mMGEu20UxrHddASsfSyVxDqJ9q3tlcgzuetLZGE73XTuyWaGxN7Nreddbi9mHpYkfjNLvXLG2Pas77xPqm2x9iz2U4l9uEVH6aVWeXrNosy5FENdztQgs9lzb0sXJbtKH7t4WTVFIXfzvNqg1nWantZAukjoNkQZQipkNIvnU+ovTZlerojjmNnj2I2Tzr8djDnmrOWTpIrWxZaR1atKMrd0kH0+pZh8aadv4f2+LbAMkEZxHx7E2qc0uOpyjdQm5NyUQQYg1byjEnwVJH3zmtlVlCKMJhXWZoLCzdTy3LjzlZSy7uWpWt3cJtRW7MWNQvtVDoQQ/bECqjt44l50plShnO5Q5Fs50liRj02qZKUTMgJIagpY6tjeDS+vm4OT5Wjn5oS6uHgU9FRdx6SMeSjy8jdm7Guh0lW22hHMNS+aFoduttce1uRevFeuuxaO3YxtqwV/nSMmrsQSgvM6djL5tq+axDOqZkxHQc2+LblFhYWzq41hC9jBn8VC6MlY49ogvS3B8r/ULPsGdUL7X17fZX7apfmmfU09hLcn5Ldey97ZZKpXCR5GHF0OYzrgGrsbg0qfQja3vqyu69mPU/W9qbnu1bMi/WlFEqf0QuN5jcakU62GtpNQFIV55rnoBKiE3am4i/6tX2yTVs7+ewyKm0qseasJjceuXrLZ1msBRr6zMt6L170bqMknmxVYpDiuFcbjixbbj5nNXAWipHcRNzrqRfqAiVIY3C1bLTJtOW+XPWOb8S/Pbr0Z4aB7rngnMTWfILH5JnaF2/udzWNnUuS4JF6ow/3/bSUYpFO4Z0lDCcy22I9YqlFbG6LbmFtHbnrTYaZBX5lRjCWHktcSNevrHX1kVr7Hv101Jjb1HeEtRO2juB1LNZYyS9pE6a9m91rQZrHWvSTmopmTeGc7lhpLZMW2/N9cyLislcaoLplUawSfqtwYCHsGwr6yiP1XOIGftWDnQoTy3G7AjWtoOVjmvF2p6WOJixezbRkV8qhSbUJ2v6qKYdJbndLUmVT8zctPCBDiJq1iAtjfIVfDFu5S+R5NqWOgLt9JTquJuO4nnSLnUkU9HnpfUD7mlDSV2k9S+NMGoYOt4bdyxK9ZwjJ5ugozsWW7CmsSipzxIpHDF66pjaDVtDPwXKdHSjmDEdrRfbvryYjiNyuTKk36ALffttU2j1LcE1RjU0xjz1rc3UNUswt6E2vyl2Tw+HRMsu7BHXp/bbpkuhHYuaSW9TadHmLXHb0E8HCaWHAJuto5RNSQ+bWcPP+eXQ9IcRuVwZRHQzgOuXrkcBxzHz0ZILt7uO210/YOi4coaOE9tdP2DouHJ2rI7DuRwMBoPBYDAYmDG2xQeDwWAwGAwGZgzncjAYDAaDwWBgxnAuB4PBYDAYDAZmDOdyMBgMBoPBYGDGcC4Hg8FgMBgMBmYM53IwGAwGg8FgYMZwLgeDwWAwGAwGZgzncjAYDAaDwWBgxnAuB4PBYDAYDAZm/H+nB9fwsvDHTQAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_error_matrix(nucleation_total[(nucleation_total[\"package.solver\"] == \"petsc\")\n", + " & (nucleation_total[\"numberOfElements\"] == 10**6)],\n", + " nucleation_total[(nucleation_total[\"package.solver\"] == \"scipy\")\n", + " & (nucleation_total[\"numberOfElements\"] == 10**6)],\n", + " by=[\"solver_class\", \"preconditioner\"],\n", + " datafile=\"t=301.0.npz\", key=\"phi\")" + ] + }, { "cell_type": "markdown", "id": "be9e2578-d5c0-4619-a1ea-19d6481d9fa4", From 01f3b1d7af5f2100ffe763f53edca8c6dc327fc7 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 9 Aug 2022 14:49:15 -0400 Subject: [PATCH 150/303] Refactor perpendicular and parallel labelers --- examples/benchmarking/solvers/Analyze.ipynb | 74 ++++++++++----------- 1 file changed, 37 insertions(+), 37 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index 960b952cd6..c22f7513c7 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -346,9 +346,6 @@ " N1, N2 : float\n", " Dimensions of `path1` and `path2`.\n", " \"\"\"\n", - " # x1, x1, v1, N1 = read_npz(path1)\n", - " # x2, x2, v2, N2 = read_npz(path2)\n", - "\n", " data1 = np.load(path1)\n", " data2 = np.load(path2)\n", " \n", @@ -411,32 +408,36 @@ }, { "cell_type": "code", - "execution_count": 645, + "execution_count": 659, "id": "86bac0de-b7ca-4454-85be-33a74b0d5ba5", "metadata": {}, "outputs": [], "source": [ - "def perpendicular_xlabel(ax, level, color, label):\n", - " ax.annotate(label, (0.5, 1), xytext=(0, 10),\n", - " textcoords='offset points', xycoords='axes fraction',\n", - " ha='center', va='bottom', size=8, rotation=90, color=color)\n", - "\n", - "def parallel_xlabel(ax, level, color, label):\n", - " ax.annotate(label, (0.5, 1), xytext=(0, 60 + 20 * level),\n", - " textcoords='offset points', xycoords='axes fraction',\n", - " ha='center', va='center', size=10, color=color)\n", - "\n", - "def perpendicular_ylabel(ax, level, color, label):\n", - " ax.annotate(label, (0, 0.5), xytext=(-10, 0),\n", - " textcoords='offset points', xycoords='axes fraction',\n", - " ha='right', va='center', size=8, rotation=0, color=color)\n", - "\n", - "def parallel_ylabel(ax, level, color, label):\n", - " ax.annotate(label, (0, 0.5), xytext=(-(60 + 20 * level), 0),\n", - " textcoords='offset points', xycoords='axes fraction',\n", - " ha='center', va='center', size=10, rotation=90, color=color)\n", - "\n", - "def label_multiindex(df, axs, perpendicular_label_fn, parallel_label_fn, offset=0):\n", + "def perpendicular_label(ax, level, color, label, horizontal):\n", + " kwargs = dict(text=label, size=8, color=color,\n", + " textcoords='offset points', xycoords='axes fraction')\n", + " if horizontal:\n", + " ann = ax.annotate(xy=(0.5, 1), xytext=(0, 10), rotation=90,\n", + " ha='center', va='bottom', **kwargs)\n", + " else:\n", + " ann = ax.annotate(xy=(0, 0.5), xytext=(-10, 0), rotation=0,\n", + " ha='right', va='center', **kwargs)\n", + " return ann\n", + "\n", + "def parallel_label(ax, level, color, label, horizontal):\n", + " kwargs = dict(text=label, size=10, color=color,\n", + " textcoords='offset points', xycoords='axes fraction',\n", + " ha='center', va='center')\n", + " offset = 60 + 20 * level\n", + " if horizontal:\n", + " ann = ax.annotate(xy=(0.5, 1), xytext=(0, offset), rotation=0,\n", + " **kwargs)\n", + " else:\n", + " ann = ax.annotate(xy=(0, 0.5), xytext=(-offset, 0), rotation=90,\n", + " **kwargs)\n", + " return ann\n", + " \n", + "def label_multiindex(df, axs, horizontal=True, offset=0):\n", " if not isinstance(df, pd.DataFrame):\n", " return 0, 1\n", " elif isinstance(df.index, pd.MultiIndex):\n", @@ -449,9 +450,8 @@ " count = 0\n", " for label in labels:\n", " labeldf = df.loc[label]\n", - " level, num = label_multiindex(labeldf,\n", - " axs, perpendicular_label_fn, parallel_label_fn,\n", - " offset=count)\n", + " level, num = label_multiindex(labeldf, axs,\n", + " horizontal=horizontal, offset=count)\n", "\n", " if name == \"numberOfElements\":\n", " label = '{0}x{0}'.format(int(np.sqrt(label)))\n", @@ -467,9 +467,9 @@ "\n", " ax = axs[offset + count + num // 2]\n", " if level == 0:\n", - " perpendicular_label_fn(ax, level, color, label)\n", + " perpendicular_label(ax, level, color, label, horizontal=horizontal)\n", " else:\n", - " parallel_label_fn(ax, level, color, label)\n", + " parallel_label(ax, level, color, label, horizontal=horizontal)\n", " \n", " # print(level, offset + (count + num / 2), color, name, label)\n", " count += num\n", @@ -478,7 +478,7 @@ }, { "cell_type": "code", - "execution_count": 627, + "execution_count": 654, "id": "3f451a5f-b6b9-4a9a-80b8-f00767aa1922", "metadata": {}, "outputs": [], @@ -520,10 +520,10 @@ " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n", "\n", " convergedA = groupsA.agg({\"converged\": \"all\"})\n", - " label_multiindex(convergedA, axs[0], perpendicular_xlabel, parallel_xlabel)\n", + " label_multiindex(convergedA, axs[0], horizontal=True)\n", " \n", " convergedB = groupsB.agg({\"converged\": \"all\"})\n", - " label_multiindex(convergedB, axs[:, 0], perpendicular_ylabel, parallel_ylabel)" + " label_multiindex(convergedB, axs[:, 0], horizontal=False)" ] }, { @@ -1669,7 +1669,7 @@ }, { "cell_type": "code", - "execution_count": 650, + "execution_count": 660, "id": "ec99f16c-7e03-4b3a-afe7-91941adb60a6", "metadata": {}, "outputs": [ @@ -1677,13 +1677,13 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/1616617774.py:35: RuntimeWarning: divide by zero encountered in log10\n", + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/452427457.py:35: RuntimeWarning: divide by zero encountered in log10\n", " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" ] }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -1697,7 +1697,7 @@ " & (nucleation_total[\"numberOfElements\"] == 10**6)],\n", " nucleation_total[(nucleation_total[\"package.solver\"] == \"scipy\")\n", " & (nucleation_total[\"numberOfElements\"] == 10**6)],\n", - " by=[\"solver_class\", \"preconditioner\"],\n", + " by=[\"package.solver\", \"solver_class\", \"preconditioner\"],\n", " datafile=\"t=301.0.npz\", key=\"phi\")" ] }, From d76c1b9f3ba57717b6b1098ef43ecf32daf1bbfb Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 9 Aug 2022 17:11:32 -0400 Subject: [PATCH 151/303] Adjust label position based on labels that came before --- examples/benchmarking/solvers/Analyze.ipynb | 53 ++++++++++++--------- 1 file changed, 31 insertions(+), 22 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index c22f7513c7..d4f2ce4c1b 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -408,38 +408,37 @@ }, { "cell_type": "code", - "execution_count": 659, + "execution_count": 690, "id": "86bac0de-b7ca-4454-85be-33a74b0d5ba5", "metadata": {}, "outputs": [], "source": [ - "def perpendicular_label(ax, level, color, label, horizontal):\n", + "def perpendicular_label(ax, baseline, color, label, horizontal):\n", " kwargs = dict(text=label, size=8, color=color,\n", " textcoords='offset points', xycoords='axes fraction')\n", " if horizontal:\n", - " ann = ax.annotate(xy=(0.5, 1), xytext=(0, 10), rotation=90,\n", + " ann = ax.annotate(xy=(0.5, 1), xytext=(0, baseline), rotation=90,\n", " ha='center', va='bottom', **kwargs)\n", " else:\n", - " ann = ax.annotate(xy=(0, 0.5), xytext=(-10, 0), rotation=0,\n", + " ann = ax.annotate(xy=(0, 0.5), xytext=(-baseline, 0), rotation=0,\n", " ha='right', va='center', **kwargs)\n", " return ann\n", "\n", - "def parallel_label(ax, level, color, label, horizontal):\n", + "def parallel_label(ax, baseline, color, label, horizontal):\n", " kwargs = dict(text=label, size=10, color=color,\n", " textcoords='offset points', xycoords='axes fraction',\n", " ha='center', va='center')\n", - " offset = 60 + 20 * level\n", " if horizontal:\n", - " ann = ax.annotate(xy=(0.5, 1), xytext=(0, offset), rotation=0,\n", + " ann = ax.annotate(xy=(0.5, 1), xytext=(0, baseline), rotation=0,\n", " **kwargs)\n", " else:\n", - " ann = ax.annotate(xy=(0, 0.5), xytext=(-offset, 0), rotation=90,\n", + " ann = ax.annotate(xy=(0, 0.5), xytext=(-baseline, 0), rotation=90,\n", " **kwargs)\n", " return ann\n", " \n", - "def label_multiindex(df, axs, horizontal=True, offset=0):\n", + "def label_multiindex(df, axs, horizontal=True, offset=0, baseline=0):\n", " if not isinstance(df, pd.DataFrame):\n", - " return 0, 1\n", + " return 0, 1, baseline\n", " elif isinstance(df.index, pd.MultiIndex):\n", " labels = df.index.levels[0]\n", " name = df.index.names[0]\n", @@ -448,11 +447,15 @@ " name = df.index.name\n", "\n", " count = 0\n", + " label_width = 0\n", + " next_baseline = baseline\n", " for label in labels:\n", " labeldf = df.loc[label]\n", - " level, num = label_multiindex(labeldf, axs,\n", - " horizontal=horizontal, offset=count)\n", - "\n", + " level, num, prev_baseline = label_multiindex(labeldf, axs,\n", + " horizontal=horizontal, offset=count,\n", + " baseline=baseline)\n", + " prev_baseline += 10\n", + " \n", " if name == \"numberOfElements\":\n", " label = '{0}x{0}'.format(int(np.sqrt(label)))\n", "\n", @@ -467,18 +470,24 @@ "\n", " ax = axs[offset + count + num // 2]\n", " if level == 0:\n", - " perpendicular_label(ax, level, color, label, horizontal=horizontal)\n", + " ann = perpendicular_label(ax, prev_baseline, color, label, horizontal=horizontal)\n", + " else:\n", + " ann = parallel_label(ax, prev_baseline, color, label, horizontal=horizontal)\n", + "\n", + " renderer = ax.get_figure().canvas.get_renderer()\n", + " bbox = ann.get_window_extent(renderer=renderer)\n", + " if horizontal:\n", + " next_baseline = max(next_baseline, prev_baseline + bbox.y1 - bbox.y0)\n", " else:\n", - " parallel_label(ax, level, color, label, horizontal=horizontal)\n", + " next_baseline = max(next_baseline, prev_baseline + bbox.x1 - bbox.x0)\n", " \n", - " # print(level, offset + (count + num / 2), color, name, label)\n", " count += num\n", - " return level + 1, count" + " return level + 1, count, next_baseline" ] }, { "cell_type": "code", - "execution_count": 654, + "execution_count": 683, "id": "3f451a5f-b6b9-4a9a-80b8-f00767aa1922", "metadata": {}, "outputs": [], @@ -528,7 +537,7 @@ }, { "cell_type": "code", - "execution_count": 402, + "execution_count": 684, "id": "06f122ad-31e3-4938-8fcf-8df682c73e57", "metadata": {}, "outputs": [], @@ -1669,7 +1678,7 @@ }, { "cell_type": "code", - "execution_count": 660, + "execution_count": 691, "id": "ec99f16c-7e03-4b3a-afe7-91941adb60a6", "metadata": {}, "outputs": [ @@ -1683,7 +1692,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -1797,7 +1806,7 @@ } ], "source": [ - "reference = \"gpu/pyamgx/LinearGMRESSolver/10000/solution.tsv\"\n", + "qreference = \"gpu/pyamgx/LinearGMRESSolver/10000/solution.tsv\"\n", "datasets = glob.glob(\"gpu/pyamgx/LinearGMRESSolver/*/solution.tsv\")\n", "datasets.sort()\n", "for dataset in datasets:\n", From 87ab92eb69aa62ab6a8651a9aeb1d093950e4e1e Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 9 Aug 2022 21:28:50 -0400 Subject: [PATCH 152/303] Refactor loading from diffing --- examples/benchmarking/solvers/Analyze.ipynb | 150 +++++++++++++------- 1 file changed, 100 insertions(+), 50 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index d4f2ce4c1b..ed88809399 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -284,7 +284,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 707, "id": "127d4d58-bf4b-4623-96c4-efc95b9c1518", "metadata": {}, "outputs": [], @@ -325,49 +325,34 @@ "\n", " ax2.set_title(\"{0}x{0}: L2(error) = {1}\".format(N_coarse, np.sqrt(((resampled - v_coarse)**2)).sum() / N_coarse**2))\n", "\n", - "def get_diff(path1, path2, key=\"value\"):\n", - " \"\"\"Load and intorpolate `path2` to resolution of `path1`\n", + "def get_diff(v1, v2):\n", + " \"\"\"Interpolate and calculate difference between `v1` and `v2`\n", " \n", " Parameters\n", " ----------\n", - " path1, path2 : str\n", - " Paths to `.npz` files containing x-coordinates, y-coordinates, and values\n", - " for square arrays of values.\n", - " key : str\n", - " Key holding data of interest\n", + " v1, v2 : ndarray\n", + " Square arrays of values.\n", "\n", " Returns\n", " -------\n", " diff : ndarray\n", - " Difference between `path1` and `path2`\n", + " Difference between `v1` and `v2`\n", " (at resolution of whichever is lower).\n", - " norm : float\n", - " L2-norm of `diff`.\n", - " N1, N2 : float\n", - " Dimensions of `path1` and `path2`.\n", " \"\"\"\n", - " data1 = np.load(path1)\n", - " data2 = np.load(path2)\n", - " \n", - " v1 = data1[key]\n", - " v2 = data2[key]\n", - " \n", + " if v1 is None or v2 is None:\n", + " return None\n", + "\n", " N1 = v1.shape[0]\n", " N2 = v2.shape[0]\n", "\n", " if N1 == N2:\n", " diff = v2 - v1\n", - " L2norm = np.sqrt((diff**2).sum()) / N1**2\n", " elif N2 > N1:\n", - " resampled = ndimage.zoom(v2, N1 / N2)\n", - " diff = resampled-v1\n", - " L2norm = np.sqrt((diff**2).sum()) / N1**2\n", + " diff = ndimage.zoom(v2, N1 / N2) - v1\n", " else:\n", - " resampled = ndimage.zoom(v1, N2 / N1)\n", - " diff = v2 - resampled\n", - " L2norm = np.sqrt((diff**2).sum()) / N2**2\n", + " diff = v2 - ndimage.zoom(v1, N2 / N1)\n", " \n", - " return diff, L2norm, N1, N2 " + " return diff" ] }, { @@ -454,20 +439,22 @@ " level, num, prev_baseline = label_multiindex(labeldf, axs,\n", " horizontal=horizontal, offset=count,\n", " baseline=baseline)\n", - " prev_baseline += 10\n", " \n", " if name == \"numberOfElements\":\n", " label = '{0}x{0}'.format(int(np.sqrt(label)))\n", "\n", " try:\n", + " # labeldf is a Series\n", " converged = bool(labeldf.all())\n", " except ValueError:\n", + " # labeldf is a DataFrame\n", " converged = bool(labeldf.all().all())\n", " if converged:\n", " color = \"black\"\n", " else:\n", " color = \"red\"\n", "\n", + " prev_baseline += 10\n", " ax = axs[offset + count + num // 2]\n", " if level == 0:\n", " ann = perpendicular_label(ax, prev_baseline, color, label, horizontal=horizontal)\n", @@ -482,31 +469,59 @@ " next_baseline = max(next_baseline, prev_baseline + bbox.x1 - bbox.x0)\n", " \n", " count += num\n", + "\n", " return level + 1, count, next_baseline" ] }, { "cell_type": "code", - "execution_count": 683, + "execution_count": 724, "id": "3f451a5f-b6b9-4a9a-80b8-f00767aa1922", "metadata": {}, "outputs": [], "source": [ - "def path_to_file(df, suffix):\n", - " preconditioner = df[\"preconditioner\"]\n", + "def load_field(record, fname, key):\n", + " \"\"\"Load and intorpolate `path2` to resolution of `path1`\n", + " \n", + " Parameters\n", + " ----------\n", + " record : pd.Series\n", + " Pandas Series with information about particular results to load.\n", + " fname : str\n", + " Name of `.npz` file containing x-coordinates, y-coordinates, and values\n", + " to load from directory hierarchy determined by \"logfile\",\n", + " \"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"\n", + " fields in `record`.\n", + " key : str\n", + " Designation of the field of interest\n", + "\n", + " Returns\n", + " -------\n", + " field : ndarray\n", + " 2D array of values.\n", + " \"\"\"\n", + " preconditioner = record[\"preconditioner\"]\n", " if preconditioner == \"unpreconditioned\":\n", " preconditioner = \"NoneType\"\n", "\n", - " return os.path.join(os.path.dirname(df[\"logfile\"]),\n", - " df[\"package.solver\"], df[\"solver_class\"],\n", - " preconditioner, str(df[\"numberOfElements\"]),\n", - " suffix)\n", + " path = os.path.join(os.path.dirname(record[\"logfile\"]),\n", + " record[\"package.solver\"], record[\"solver_class\"],\n", + " preconditioner, str(record[\"numberOfElements\"]),\n", + " fname)\n", + "\n", + " try:\n", + " with np.load(path) as data:\n", + " field = data[key]\n", + " except:\n", + " field = None\n", + "\n", + " return field\n", "\n", "def plot_error_matrix(dfA, dfB, by, datafile, key=\"value\"):\n", " groupsA = dfA.groupby(by)\n", " groupsB = dfB.groupby(by)\n", " \n", - " fig, axs = plt.subplots(nrows=len(groupsA), ncols=len(groupsB),\n", + " fig, axs = plt.subplots(ncols=len(groupsA), nrows=len(groupsB),\n", " figsize=(10, 10 * len(groupsB) / len(groupsA)))\n", " plt.setp(axs.flat, xticks=[], yticks=[])\n", "\n", @@ -518,15 +533,16 @@ "\n", " for col, (keyA, groupA) in zip(axs.T, groupsA):\n", " for ax, (keyB, groupB) in zip(col, groupsB):\n", - " diff, norm, N1, N2 = get_diff(path_to_file(groupA.iloc[0], suffix=datafile),\n", - " path_to_file(groupB.iloc[0], suffix=datafile),\n", - " key)\n", + " fieldA = load_field(record=groupA.iloc[0], fname=datafile, key=key)\n", + " fieldB = load_field(record=groupB.iloc[0], fname=datafile, key=key)\n", + " diff = get_diff(fieldA, fieldB)\n", " \n", - " if groupA[\"converged\"].all() & groupB[\"converged\"].all():\n", - " cmap = converged_cmap\n", - " else:\n", - " cmap = diverged_cmap\n", - " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n", + " if diff is not None:\n", + " if groupA[\"converged\"].all() & groupB[\"converged\"].all():\n", + " cmap = converged_cmap\n", + " else:\n", + " cmap = diverged_cmap\n", + " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n", "\n", " convergedA = groupsA.agg({\"converged\": \"all\"})\n", " label_multiindex(convergedA, axs[0], horizontal=True)\n", @@ -1644,7 +1660,7 @@ }, { "cell_type": "code", - "execution_count": 646, + "execution_count": 692, "id": "a8c3bf57-ac15-4cee-bd58-87bb94651f29", "metadata": {}, "outputs": [ @@ -1652,13 +1668,13 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/1616617774.py:35: RuntimeWarning: divide by zero encountered in log10\n", + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/452427457.py:35: RuntimeWarning: divide by zero encountered in log10\n", " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" ] }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -1672,13 +1688,13 @@ " & (nucleation_total[\"solver_class\"] == \"LinearGMRESSolver\")],\n", " nucleation_total[(nucleation_total[\"package.solver\"] == \"pyamgx\")\n", " & (nucleation_total[\"solver_class\"] == \"LinearPCGSolver\")],\n", - " by=[\"preconditioner\", \"numberOfElements\"],\n", + " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", " datafile=\"t=301.0.npz\", key=\"phi\")" ] }, { "cell_type": "code", - "execution_count": 691, + "execution_count": 712, "id": "ec99f16c-7e03-4b3a-afe7-91941adb60a6", "metadata": {}, "outputs": [ @@ -1686,7 +1702,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/452427457.py:35: RuntimeWarning: divide by zero encountered in log10\n", + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/2095173719.py:64: RuntimeWarning: divide by zero encountered in log10\n", " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" ] }, @@ -1710,6 +1726,40 @@ " datafile=\"t=301.0.npz\", key=\"phi\")" ] }, + { + "cell_type": "code", + "execution_count": 723, + "id": "85b2400c-5487-441f-a504-d3d11d21054d", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/3228025078.py:64: RuntimeWarning: divide by zero encountered in log10\n", + " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_error_matrix(nucleation_total[(nucleation_total[\"package.solver\"] == \"petsc\")\n", + " & (nucleation_total[\"numberOfElements\"] == 10**6)],\n", + " nucleation_total[(nucleation_total[\"package.solver\"] == \"pyamgx\")\n", + " & (nucleation_total[\"numberOfElements\"] == 10**6)],\n", + " by=[\"package.solver\", \"solver_class\", \"preconditioner\"],\n", + " datafile=\"t=301.0.npz\", key=\"phi\")" + ] + }, { "cell_type": "markdown", "id": "be9e2578-d5c0-4619-a1ea-19d6481d9fa4", From a18ba0c7242be9dafa97ddeafa52d161b42e0423 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 9 Aug 2022 22:26:26 -0400 Subject: [PATCH 153/303] Add comparison functions --- examples/benchmarking/solvers/Analyze.ipynb | 255 ++++++++++++++++++-- 1 file changed, 235 insertions(+), 20 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index ed88809399..196c4db4e6 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -284,7 +284,7 @@ }, { "cell_type": "code", - "execution_count": 707, + "execution_count": 746, "id": "127d4d58-bf4b-4623-96c4-efc95b9c1518", "metadata": {}, "outputs": [], @@ -325,7 +325,7 @@ "\n", " ax2.set_title(\"{0}x{0}: L2(error) = {1}\".format(N_coarse, np.sqrt(((resampled - v_coarse)**2)).sum() / N_coarse**2))\n", "\n", - "def get_diff(v1, v2):\n", + "def scale_and_diff(v1, v2):\n", " \"\"\"Interpolate and calculate difference between `v1` and `v2`\n", " \n", " Parameters\n", @@ -352,7 +352,98 @@ " else:\n", " diff = v2 - ndimage.zoom(v1, N2 / N1)\n", " \n", - " return diff" + " return diff\n", + "\n", + "def extract_and_diff(v1, v2):\n", + " \"\"\"Slice and calculate difference between `v1` and `v2`\n", + " \n", + " Parameters\n", + " ----------\n", + " v1, v2 : ndarray\n", + " Square arrays of values.\n", + "\n", + " Returns\n", + " -------\n", + " diff : ndarray\n", + " Difference between `v1` and `v2`\n", + " (at size of whichever is smaller).\n", + " \"\"\"\n", + " if v1 is None or v2 is None:\n", + " return None\n", + "\n", + " N1 = v1.shape[0]\n", + " N2 = v2.shape[0]\n", + "\n", + " if N1 == N2:\n", + " diff = v2 - v1\n", + " elif N2 > N1:\n", + " lower, upper = int((N2 - N1) / 2), int((N2 + N1) / 2)\n", + " diff = v2[lower:upper, lower:upper] - v1\n", + " else:\n", + " lower, upper = int((N1 - N2) / 2), int((N1 + N2) / 2)\n", + " diff = v2 - v1[lower:upper, lower:upper]\n", + " \n", + " return diff\n", + "\n", + "def value1(v1, v2):\n", + " \"\"\"Slice and calculate difference between `v1` and `v2`\n", + " \n", + " Parameters\n", + " ----------\n", + " v1, v2 : ndarray\n", + " Square arrays of values.\n", + "\n", + " Returns\n", + " -------\n", + " diff : ndarray\n", + " Difference between `v1` and `v2`\n", + " (at size of whichever is smaller).\n", + " \"\"\"\n", + " if v1 is None or v2 is None:\n", + " return None\n", + "\n", + " N1 = v1.shape[0]\n", + " N2 = v2.shape[0]\n", + "\n", + " if N1 == N2:\n", + " diff = v1\n", + " elif N2 > N1:\n", + " diff = v1\n", + " else:\n", + " lower, upper = int((N1 - N2) / 2), int((N1 + N2) / 2)\n", + " diff = v1[lower:upper, lower:upper]\n", + " \n", + " return diff\n", + "\n", + "def value2(v1, v2):\n", + " \"\"\"Slice and calculate difference between `v1` and `v2`\n", + " \n", + " Parameters\n", + " ----------\n", + " v1, v2 : ndarray\n", + " Square arrays of values.\n", + "\n", + " Returns\n", + " -------\n", + " diff : ndarray\n", + " Difference between `v1` and `v2`\n", + " (at size of whichever is smaller).\n", + " \"\"\"\n", + " if v1 is None or v2 is None:\n", + " return None\n", + "\n", + " N1 = v1.shape[0]\n", + " N2 = v2.shape[0]\n", + "\n", + " if N1 == N2:\n", + " diff = v2\n", + " elif N2 > N1:\n", + " lower, upper = int((N2 - N1) / 2), int((N2 + N1) / 2)\n", + " diff = v2[lower:upper, lower:upper]\n", + " else:\n", + " diff = v2\n", + " \n", + " return diff\n" ] }, { @@ -475,7 +566,7 @@ }, { "cell_type": "code", - "execution_count": 724, + "execution_count": 747, "id": "3f451a5f-b6b9-4a9a-80b8-f00767aa1922", "metadata": {}, "outputs": [], @@ -517,13 +608,13 @@ "\n", " return field\n", "\n", - "def plot_error_matrix(dfA, dfB, by, datafile, key=\"value\"):\n", + "def plot_error_matrix(dfA, dfB, by, datafile, diff_fn=scale_and_diff, key=\"value\", logvalue=True):\n", " groupsA = dfA.groupby(by)\n", " groupsB = dfB.groupby(by)\n", " \n", " fig, axs = plt.subplots(ncols=len(groupsA), nrows=len(groupsB),\n", " figsize=(10, 10 * len(groupsB) / len(groupsA)))\n", - " plt.setp(axs.flat, xticks=[], yticks=[])\n", + " plt.setp(axs.flat, xticks=[], yticks=[], frame_on=False)\n", "\n", " converged_cmap = mpl.cm.get_cmap('viridis').copy()\n", " converged_cmap.set_bad(color='black')\n", @@ -535,14 +626,17 @@ " for ax, (keyB, groupB) in zip(col, groupsB):\n", " fieldA = load_field(record=groupA.iloc[0], fname=datafile, key=key)\n", " fieldB = load_field(record=groupB.iloc[0], fname=datafile, key=key)\n", - " diff = get_diff(fieldA, fieldB)\n", + " diff = diff_fn(fieldA, fieldB)\n", " \n", " if diff is not None:\n", " if groupA[\"converged\"].all() & groupB[\"converged\"].all():\n", " cmap = converged_cmap\n", " else:\n", " cmap = diverged_cmap\n", - " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n", + " if logvalue:\n", + " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n", + " else:\n", + " ax.imshow(diff, cmap=cmap)\n", "\n", " convergedA = groupsA.agg({\"converged\": \"all\"})\n", " label_multiindex(convergedA, axs[0], horizontal=True)\n", @@ -1660,21 +1754,21 @@ }, { "cell_type": "code", - "execution_count": 692, - "id": "a8c3bf57-ac15-4cee-bd58-87bb94651f29", + "execution_count": 742, + "id": "4a36326a-7146-4442-9209-84ea39d5dbf5", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/452427457.py:35: RuntimeWarning: divide by zero encountered in log10\n", + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/1875063161.py:63: RuntimeWarning: divide by zero encountered in log10\n", " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" ] }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAqoAAAKgCAYAAABTHl8MAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOydd3xb1dnHv4+W5Z3hLGfvSSCEvUcpe0NbKLtQaCl96dtBF6XQ0gJteUsZLbPstpQVdggjhBXI3gnZ03FiJ3Y8JFnSPe8funY85K1l6fl+Pv5YOnf8zpF+9+i59ywxxqAoiqIoiqIoqYYj2RlQFEVRFEVRlGhooKooiqIoiqKkJBqoKoqiKIqiKCmJBqqKoiiKoihKSqKBqqIoiqIoipKSaKCqKIqiKIqipCQaqCqKoigJQUSuEpHiZOdDUZSegwaqiqIoSqK4CtBAVVGUDqOBqqIoitIlRGSEiKwWkadEZKmIvCgiOSIyXUQ+EpEFIjJTRAaJyEXAIcBzIrJYRLJF5C4RWWkf+2f7nANE5BURWWL/HZXcUiqKkkxEV6ZSFEVRuoKIjAA2AscYYz4VkSeAVcD5wLnGmN0i8k3gVGPMNSIyG/iJMWa+iPQBPgcmGGOMiPQyxlSIyH+Az40xfxURJ5BnjKlMSgEVRUk6rmRnQFEURenRbDXGfGq/fhb4JTAFmCUiAE6gJMpx+wA/8JiIvAm8YaefBFwBYIwJAxqkKkoGo4GqoiiK0h2aN8tVASuMMUe2eZAxIRE5DDgZ+BbwAyJBqqIoSgPaR1VRFEXpDsNEpD4ovQSYC/SrTxMRt4hMtrdXAfl2eh5QaIx5C7gZOMje533ge/Y+ThEpSEQhFEVJTTRQVRRFUbrDKuBKEVkK9AHuBy4C7haRJcBioH5A1JPAP0RkMZGA9Q37uI+AH9n7/A9woogsAxYA9UGuoigZiA6mUhRFUbqEPZjqDWPMlGTnRVGU9ESfqCqKoiiKoigpiT5RVRRFURRFUVISfaKqKIqiKIqipCQaqCqKoiiKoigpiQaqiqIoiqIoSkqigaqiKIqiKIqSkmigqiiKoiiKoqQkGqgqiqIoiqIoKYkGqoqiKIqiKEpKooGqoiiKoiiKkpJooKooiqIoiqKkJBqoKoqi9BBEpDpK2g0ickUCtPNE5O8isl5EFonIAhG5zt42QkSMiPyu0f5FIhIUkQfs978Vke0islhEVorIJY32fVJENtrbFovIZ3b6ABF5Q0SW2Me8Zac7RORvIrJcRJaJyDwRGdlO/jeJSFE8PhtFUeKHK9kZUBRFUbqOMeYf8Ty/iAggwGPABmCsMcYSkX7ANY123QCcBdxqv78YWNHsdP9njPmziIwFFojIi8aYoL3tp8aYF5vtfwcwyxhzn52XqXb6N4FiYKqdlyFATbcL2w71n4Uxxoq3lqIoEfSJqqIoSg/GflL5E/v1bBG5W0S+FJGvRORYO90pIn+ynzwuFZHr7fQ8EXlfRBbaTybPtdNHiMgqEXkIWAgcCxwG/Lo+SDPG7DbG3N0oKz5glYgcYr//JvBCtDwbY9YCtUDvdoo3CNjW6LiljdJLGuVlmzFmr533S+yyLBeRu5uf0P58vt/s8/ux/fqnjT6j21v5LIa2k2dFUWKIBqqKoijphcsYcxhwM3CbnfYdoNIYcyhwKHCd3VTuB843xhwMnAj8xX5qCDAeeNoYMw0oBJZ04Eniv4Fv2U84w8COaDuJyMHAWmPMrkbJf2rU9P+cnfYg8LiIfCgivxKRYjv9BeBse9+/iMg0+7zFwN3AScBBwKEicl6UPH6z0ftvAP8Vka8DY4kE5AcB00XkuOafhTFmczufgaIoMUSb/hVFUdKLl+3/C4AR9uuvA1NF5CL7fSGRoGwb8Ac7ILOAwcAAe5/Nxpi50QRE5FdEmvb7G2OKG216B/gdUAr8J8qhP7L7tY4CTmu2rUXTvzFmpojU73s6sEhEphhjtonIeCIB6UnA+yJyMZAHzDbG7Lbz+RxwHPBqo3MuEpH+dlDbD9hrjNkiIj+0P6dF9q559me0pa3PQlGU+KKBqqIoSnoRsP+H2V/HC3CTMWZm4x1F5Coiwdp0Y0xQRDYBXntz4z6fK4EDRcRhjLGMMXcCdzYf3GWMqRORBcCPgcnA2c3yVt9H9QLgaREZbYzxt1UYY8we4HngeRF5g0jg+ZIxJgC8DbwtIqXAecD7bZ2rES8CFwEDiTxhhchn9EdjzMONdxSRESSg/6uiKNHRpn9FUZT0ZybwPRFxA4jIOBHJJfJkdZcdpJ4IDI92sDFmHTAf+L2IOO1zeIkEd835C3CLMaa8tcwYY162z3dlW5kWkZNEJMd+nQ+MBraIyMH13QBExAFMBTYDXwDH2zMOOIFLgI+inPrfwLeIBKv1T3FnAteISJ593sEi0r+t/CmKEn/0iaqiKErPIUdEtjV6f28Hj3uMSDeAhXYf1N1EnkA+B7wuIvOBxcDqNs5xLfAnYJ2I7CEyeOqW5jsZY1bQcrR/NO4g8pT0Ufv9n0Tk1422HwZMBx4QkRCRByuPGWPmichpwKMikmXv+yXwgDHGLyK/AD4kEkS/ZYyZES2PduC73RhTYqe9KyITgc/tbrrVwGVEnkwripIkxBiT7DwoiqIoiqIoSgu06V9RFEVRFEVJSTRQVRRFURRFUVISDVQVRVEURVGUlEQDVUVRFEVRFCUl0UBVURRFURRFSUk0UFUURVEURVFSEg1UFUVRFEVRlJREA1VFURRFURQlJdFAVVEURVEURUlJNFBVFEVRFEVRUhINVBVFURRFUZSURANVJS0RkWr7/wgRWd5s2wki8kaztCdF5CL79WwRWSMiS0TkUxEZn7icR0dEfisiP7Ff3yEiX7Nf3ywiOY32e0tEeiUpm0ocqfd0jM7V4Pdm6YeIyN/s11eJyG4RWSwiK0Xkuljpd5XG13OzvJ4gIkc12u8GEbkiWflUlPZo9pvzmIhMsl//stl+n8U5Hy1+I1MNDVQVJTrfNsYcCDwF/Kn5RhFxJj5LEYwxvzHGvGe/vRnIabTtDGNMRby0RcQVr3MryccYM98Y88NGSf8xxhwEnAD8QUQGNN4/mX5oltcTgKMabfuHMebpeGkn8/pXYo9ESFo8ZIy51hiz0n77y2bbjopySEahgaqitM0cYAxEnmjZTzO/AI4UkctE5Ev7idPD9T9eInKaiCy0n8i+b6f1EZFXRWSpiMwVkal2+m9F5An7Ke4GEWkIEkTkV/aT3feA8Y3SnxSRi+x9i4EPReRDe9smESmyX/+viCy3/26200aIyCoReVREVojIuyKSbW8bLSLviMgCEflYRCY00rvX1rg7rp+20iYikici79v+WiYi5zbadoXtryUi8oydNtzef6n9f1ij033N/p6/EpGz7P1btDYAGGN2AeuB4c390IZvBojIK3Z+ltQ/8eyCL6fbx38O3NiovCeIyBsiMgK4AfiRfS0eK01bIA6yr7mldn562+mzReRu+xr+SkSOtdOdIvInEZlnH3N9I70PReR5YFn3v02lK0izJ4Ai8hP7+27t+7xKRGbYHl0jIrc1Os8qEXkIWAgMFZGfNvreb2+k0eFry74+/iYin0mkTq9/aioi8oBEWifeBPo3Ov9sibQQ3AVk2z5+zt5W3ej4P9nXzTIR+aadfoJ9/IsislpEnhMRsbdNF5GP7GtzpogMapTe4ppKWYwx+qd/afcHVNv/RwDLm207AXijWdqTwEX269nAIfbrnxJ5qgRggG/YrycCrwNu+/1DwBVAP2ArMNJO72P/vx+4zX59ErDYfv1b4DMgCygCygE3MJ3Ij2EOUACsA34SJa+bgKJG5dhkn6f++FwgD1gBTLM/jxBwkL3/C8Bl9uv3gbH268OBDxrpvQE4k/29ZvIfUA24gAL7fZHtCwEmA2vqvdDId68DV9qvrwFebfSdvkPkYcVYYBvgbXxtAFcBD9ivRwG7gD7N/dCGb/4D3Gy/dgKFXfTlUuB4+/WfsK/nZnn9bf310fx9s+PvAP5qv54N/MV+fQbwnv36u8Cv7ddZwHxgpK1Xg31t61/SroMRNKrTgZ/Y33dr3+dVQAnQF8gGlgOH2OexgCPs/b4OPELkenLYHj+Orl1b/7XPMQlYZ6dfAMyyr4VioILovznVzcpb/1t2YaPjBwBbgEG2LyuBIbbm58AxRH5HPgP62cd/E3iirWsqVf+0GU/JREwH0p8TER+RwO8mOy0MvGS/PpnIj+48++Y1m8gP+RHAHGPMRgBjzB57/2OIVDQYYz4Qkb4iUmhve9MYEwACIrKLSCV0LPCKMaYWQERe62QZj7GPr7GPf9k+52vARmPMYnu/BcAIEckj0nT6X7s8EPmRrue/xphwJ/OgxB4h0gR/HJEf2cFE/HIS8KIxpgya+O5IIj+QAM8A9zQ61wvGGAtYKyIbgAlR9L4pIscAAeB6Y8we2x//NcaE2/HNSURu3rC9U2mfqzO+LAR6GWM+alSG0zv8YbU8/ikiQUQ9LzfWs19/HZgq+/vwFhIJ5uuAL+uvbSUlifZ9AswyxpRDg+eOAV4FNhtj5tr7fN3+W2S/zyPyvR9I56+tV+1ra6Xs7y5zHPAv+1rYISIfdLJsxzQ6vlREPgIOBfYR8eU2u3yL7bJXAFOAWfa16QRKuntNJQMNVJVMpBzo3SytD1DW6P23jTHzm+3jbxSsCfCUMeYXjXcQkXOIHghLlLT6/QKN0sLsvy5bC6g7QjS9eprrZRO5E68wkf6I0ajpRl6U2PFtIk/tpxtjgiKyiciTUKFjfjGtvI72HiKtCT+Ikl7vh/Z805zO+rKj5eoq9ZqNrzsBbjLGzGy8o4icgF4HqUCIpt0WvY1eR/s+oXWvN/4+BfijMebhxjtKpItVZ6+txl6WVvbpLJ25dlz2/iuMMUc2OUlksG08r6mYo31UlUxkLVAsIhMh0teIyF3z4k6c433gIhHpb5+jj32ez4HjRWRkfbq9/xwiQUb9D16ZMWZfG+efA5wvItkikg+c3cp+VUB+K8efJyI5IpILnA983JqYnZeNInKxnUcRkQPbyJ+SHAqBXXaQeiIw3E5/H/iGiPSFJr77DPiW/frbwCeNznWxiDhEZDSRpv01nc1MO755H/iene4UkQI678sK9j+JrS9DNKJeB8aYSmCv2P0VgcuBj5rv14yZwPdExG3nfZydVyU1KAX6261SWcBZHTjmFLuOzgbOAz6Nss9M4Bq7lQARGWzX7125tqIxB/iWfS0MAk5sZb9gvfeiHP9N+/h+RJ7QftmG3hqgn4gcaefbLSKTO3FNpQz6RFXJBMaLyLZG738EXAb8U0S8QBC41v5R6xDGmJUi8mvgXYmMFg0CNxpj5orId4GX7fRdwClE+lD9U0SWArXAle2cf6GI/IdI8LyZ1n/MHwHeFpESY8yJzY5/kv0V2WPGmEUSGXjSGt8G/m6Xyw38G1jSVj6VxCCR0fUB4DngdRGZT8QbqwGMMStE5E7gIxEJE2m+vAr4IfCEiPwU2A1c3ei0a4gEbQOAG4wx/kbN952hNd/8D/CIiHyHyFOe7xljPu+CL6+2y1BLJJiIxuvAixIZXHZTs21XAv+QyDRuG2j6GUTjMSJNpwsl8oHsJhLcKCmAfZN2B/AFsBH7GmiHT4g0cY8BnjfGzG/uOWPMu/bDi8/t66CaSD/prlxb0XiFSHeYZcBXtH7D9AiwVEQWGmMaB5GvEOlusITIE9GfGWN2ij14sTnGmDq7+8rf7OZ+F/BXIv3CO3JNpQxid6ZVFEVRUhT7KeWjxpjDkp0XRelJiMhVRAYqRevCovQAtOlfURQlhRGRG4B/Ab9Odl4URVESjT5RVRRFURRFUVISfaKqKIqiKIqipCQaqCqKoiiKoigpiQaqiqIoiqIoSkqigaqiKIqiKIqSkmigqiiKoiiKoqQkGqgqiqIoiqIoKYkGqoqiJAwRyRWRIfXLFCpKOqN+VzKJePld51FVFCXuiMhJwK3APvuvgMja7H8wxryXzLwpSqxRvyuZRLz9roGqoihxR0Q+Ab5ujKltlJYLvGuMOTp5OVOU2KN+VzKJePtdm/4VRUkEAeCAZmkHAP4k5EVR4o36Xckk4up3faKqKErcEZFBwM+BqYATCANLgD8ZY7YnM2+KEmvU70omEW+/a6CqKIqiKIqipCSuZGdAUZT0R0SmAL8n0sneAVhAJXCbMWZpMvOmKLFG/a5kEvH2uz5RVRQl7ojIx8A3jTE7GqUVA/8xxhybvJwpSuxRvyuZRLz9roOpFEVJFpLsDChKAlG/K5lEzPyuTf+KoiSCG4AHRKQP+5uGyoHvJzVXihIf1O9KJhFXv2vTv6IoiqIoipKS6BNVRUkgdr+dXwKT2H/nuRK4yxizLc7aVxtj/ikiY4F7gD5EVhG5zRizMM7a9eWeSGT6koSVW0ke6nf1e6aQqV639ePrd2OM/umf/iXoD3gfOLRZ2mHA+4nQtv+/DUyyXw8GPk3ncutf8v7U74kvt/4l5y9TvZ6IsutgKkVJLNnAimZpK+z0eFMrIn2BWmCnnbaHyOTM8SaZ5VaSh/p9P+r39CZTvQ5xLrs2/StKYvkV8IaI1AJVROad8wK3JkD7RuCvQD9gvYisBKqBXydAu3G59wGFJK7cSvJQv6vfM4VM9TrE2e86mEpRkoCIZAO9gApjjC/B2i6gyNZO6Nrjdrl7A3sTXW4leajf1e+ZQqZ63daPi981UFWUBCIiecD1wBFELugKYC7wsDGmKkl5utYY81imaSvxR/2eOtpKfFGvx09fA1VFSSAi8hrwLPAekSXmCoCvAVcYY86Os/ZJ0ZKBu40xh6SrtpI81O+J11aSQ6Z6PRH62kdVURJLX+BFY4xlv98rIi8BNydA+0Ui/ZiarxjSK821leShfk+8tpIcMtXrcdfXQFVREsuDwGwRWcr+TueTgb8nQHsOkWao0saJ9moi6aytJA/1e+K1leSQqV6Pu742/StKgrE7vI/D7nAPfGWMCSUzT4oSL9TvSqagXo8POo+qknBExCkiF4rIn0TkMRH5s4hcZF/kycpTXPsQNcYYEzLGrDTGfGb/DyVCX0Sy7M99qojki8j/iMh3RcQbb+1GebjXHhmKiPQVkX8mSjtZqN/V7/Zr9Xvy8pQQv2ey1+18xMXv+kRVSTgi8gywlMhqFo07nR9ojLksztqjoiUDTxpjjo2ndrL1ReRVYCGRJe5OBF4l0kR1qjHm4nhqN8rD14GfAzOJfOe/MMbMT4R2slC/J0df/Z4cMtXvme51Ox9x8bv2UVWSwQhjzOXN0haJyMcJ0F5MpON3807fIxOgnWz9QmPMHQAicoYx5l779SUJ0K5nOZHJsE8msnLJ8gRqJwv1u/pd/Z7+fk+mdip4HeLkdw1UlWQwQ0TeAGYTuesrAI4HXk+A9nLgFmPM7saJIvKfBGgnW9/T6PX3G712JkC7nieAHxljVonIacCbRCq1dEb9rn5Xv6e/3zPd6xAnv2vTv5IURKQIOIz9nc7nNb/A46TrSmbn9mTqS2Qt6D2m0UUvIm7gIGPMvATlwdFo+hZEJM8YU50I7WSifk+Ktvo9SWSi3zPd67ZmXPyug6mUpGCMKTPGvGWMed7+v1tEDk2AbkhEpotIf7vT/7l2v5qEUF+RicgP69NExC0iv0uAdrkxxjTWtjkn3toiUiwiDwCzRGS2iHxgv+8Vb+1UQP2ufle/p7ffM9XrEH+/a9O/knBEJNoNkgB/AE6Js/bjtlYA6AfsAPaJyEXGmO/GU7sZARF5G3gSuI7IHHzJ0n4gAZrPAD9vfHcvIocBT5HmTaHqd0D9rn7PHL9nmtchzn7XQFVJBtVE1kCu73Ru7NdTE6A9xhhzPICILDPGXGS//jAB2o15lki/rTuAp40xryRR+9UEaGYT6VzfmBV2erqjfle/g/o9U/yeaV6HOPtdA1UlGawCzjfGVDZOFJFZCdBu7PlfNpZPgHZjXgfuNMZcKiI3iMibxpgz01j7V8AbIlJLZFRoAeAFbo2zbiqgfle/q98zx++Z5nWIs991MJWScERkEFBujKlrlh73zugiMhlYbYwJN0rzAKcZY16Lp3azfOQaY2oavR9ijNmWAdrZ2AMsjDG+RGgmG/V70j2nfk8gme73TPW6rRcXv+tgqgxGIitHuO3XB4rIuEToGmNKjDF1ItK8o/eVCdBeYYwJN9a2K9R+8daGyChIEfkJ8KSIvCciL9rvK9s7Ngbap9svc0TkPhF5V0T+QQKmMLHL/WPgaSL9mZ4RkZ+ISH68tW39pHgd1O/qd/W7TVr7PVO9buvH1e8aqGYoEhmJ+F8iF9XfgN8CvxGR2xOYjSNE5FkROVxEZgAJqcSTrP08sBm4HjiVSIf3zXZ6vPmJ/f9h4G3gLOCfRDrex5vnga0kodwp4nVQv6vf1e/prJ2pXod4+90Yo38Z+Ad8av93AmvZ3w1kTgLz4AAeIzLP3k0JLn9StIFPAUeUvHyaAO13ifQbehPwNtKO+3ee5HIn3euNyqt+V7/HXdv+r35PoHamej0RZdfBVJmLBWAizST3GNtZQLiNY2LNW0Tu/H8A/FZEnjLGxL15KMnaDwKzRWQpkVVbCoHJwEMJ0P4ZkVGhBlgqIvOA/iRm+pRkljsVvA7qd/W7+j2d/Z6pXoc4l10HU2UoInIK8IFp2en8amPMwwnKQ7ExZkej99ONMQsyQNsFjCNyMVcAa00CVzQRkZHAACJ9pxKmnaxyp4LXbU31u/pd/Z7G2pnqdVs7bmXXJ6oZijFmFoCIHGyMWWin1YnIunhri4gTOI9IP6LeREw9F3g13tr1NK7EbIqBRFRkTuBc4Aigoewi8mqiKhVjzEZgY6M8nW2Mies63MksdzK9buuq39XvFajfX02EPiTH75nqdVsnrmXXJ6oZjog8A2wH7gN+B1QZY36UAM2lwPtE7vwKgK8BBxpjLouz9qhoycCTxphj46lt6z8DLAPeI4PKnsxyN8tDQr3eSFf9nkFlV79nnt8z1eu2flzLrk9UMxxjzOX2NBabgf8xxvw9AbIjjDGXN0tbJCIfJ0B7MfAiLSeAHpkAbcjcsiez3EDSvA6Z+51D5pZd/d4U/c7jy2LS+DrXQDXDEZHngA3AKOAuERlsjPl1nGVniMgbwGwiHa8LiCz7logJmZcDtxhjdjdOFJH/JEAbMrfsySw3kDSvQ+Z+55C5ZVe/63eeKeWGOJddm/4zGBGZTuRmZT6Redf8QLZJwPrAIlIEHIa9igUwj8hd2bw467qAA4nM+VZOpNw+Y8y78dRtloeMLHuyym1rJ83rtn5Gfud2HjKy7Op3/c7JkHLbeYhb2TVQzVBE5HEizQQBIqt27CByJ9TfGPPdOGu3ttDETGPMKXHWTlq5bf2MLHumltvW17K3JK3LnqnltvUzsuyZWm5bP65l16b/zGWMMeZ4ABFZZoy5yH79YQK0q4mMAm2MAFMToJ3MckPmlj1Tyw1a9kwse6aWGzK37Jlabohz2TVQzVwaf/e/bPS6eWfseLAKON8Y02QNZBGZlQDtZJYbMrfsmVpu0LJnYtkztdyQuWXP1HJDnMuuTf8ZiohMBlablpNCn2aMiWvnbxEZBJQbY+qapbviPd9cMstta2Vk2TO13LaWlj3Dyp6p5ba1MrLsmVpuWyuuZddAVVEURVEURUlJWusAqyiKoiiKoihJRQNVRVEURVEUJSXRQFVRFEVRFEVJSTRQVRRFURRFUVISDVQVRVEURVGUlEQDVUVRFEVRFCUl0UBVURRFURRFSUk0UFUURVEURVFSEl1CNU0RkXZXcsind5vbq9jbro4xpsUSbUV9nGbY0LattamuoM3t4Q3OdrX31ZWWGWP6RdMfMdTd7vFtUd3OQhg7t4Wo2BOOWvbuaq9d2fZn4wtXUWf54qL91dKcdvepYm+Lz93tyTVeb9t+Gj+yrM3t7ZUbYF9od9Tv3CNZxktum8d2xM/tkSy/+0KV1IXj852353WANcvq4natpbLf/dRQZwIttJPp9454PRZEu84h/f2ezLodWq/j0t3vrV3noIFqRnO4nNzm9vfMi10677ChLua8PbDNfa7dfGqb2ysva/+CfmfDXzZHSx8x1M2XM4e2e3xbzPWH29x+zTnbo6bHQvuMaV9vc/vnZf+Nm/apQ6a3u8974f+0+Ny93t5MP+IHbR73wdOPt7m9vXIDzNz5UNTv3Etu3PzcHonw+2fbno2angivAxw9cmPcrrVU9vsX4XejpifT7x3xeix4z7wY9TtPd78ns26H1uu4dPd7a9c5aNO/oiiKoiiKkqJooKooiqIoiqKkJBqoKoqiKIqiKCmJBqqKoiiKoihKSqKBqqIoiqIoipKSaKCqKIqiKIqipCQ6PVWSEJEpwCNAGFgHXGNM0wneROTrwG8AJ/CBMeZXHT1/Pr27PYXJ1+SiNrd/Yd6Pmr6yvD/TnvqfNo8d8avP21Hv/pyXbXHi1de2ud0zc36b23eYii5rn1p8UJvbZ+6IPkVIPYedui+O2gvaPYdzUMs0R12I7A3l3dRuu9ytaXeU9vzc1emrEuF3Y+o6mav9dNfrETZ2Wb8n+/2wU2ujpqe63+M1FRukv9+TWbdD9+q4nuz3tq5zfaKaPNYYY44yxhxrvz8kyj4fGmOOMcYcCRwlIi0mAVYURVEURUlXNFBNEsaYYKO3AcAlIs8DiMizInJI/T4i4gR2Al1/tKAoiqIoitLD0EA1iYjIOSKyHOgPzAc2isjDwA5jzHx7n+8Ca4ByY0wgeblVFEVRFEVJLBqoJhFjzGvGmCnAduAs4B/Ad4D7Gu3zCDAeGCIi05KSUUVRFEVRlCSggWqSEJGsRm/3AT7gLuB/gDsa72OMCQM19j6KoiiKoigZgQaqyeM0EflIRD4CBgA5wGZjzINAtYicAlwtIrNF5BNggzFmdTIzrCiKoiiKkkh0eqokYYyZAcxolvyyva1+7o9ZRLoDKIqiKIqiZBwaqCqt0tW5+Dzbazowj178+GppTrtzunloey69R7d80ub2c86o6rL2zB2L29zeVZKpbQJ1hDZs6tY52st7hHVdPn+85pZMpt8T4XWAkUO7rq9+j048/R6vOYMh/f2einV7svUT4fevTOvztGrTv6IoiqIoipKSaKCqKIqiKIqipCQaqCqKoiiKoigpiQaqiqIoiqIoSkqigaqiKIqiKIqSkmigqiiKoiiKoqQkGqgqiqIoiqIoKYkGqoqiKIqiKEpKIsaYZOdBiQMishvYHGeZ4caYfknSTrZ+pmpH1dfvPK21k62fqdpR9fU7T2vtZOunnDZooKooiqIoiqKkKNr0ryiKoiiKoqQkGqgqiqIoiqIoKYkGqoqiKIqiKEpK4kp2BpT4UFSUZ4YN79vmPlK6rc3tS0u8bW4PW3VYJigtziuSqI7PZdE6X/fNdpphBS7EYRBHGARwGXA6wOkElxvjcIDTjXF4EHGAOAFBAGT//ZsgGAxgwBissA8J17Flu4+yPYEWZY+Vtv0OywQh5EOCfqq2eCipdeI3VQSNP4baIOXb8O/Nw+Gw8PQPIfnFDecNh2vxrfWztdaFEYPP2tPic9/vt8hnZawQDl8FBINdKndjbf86P9tq3BgMNaY86neeCX43xsTNb9C61wEWLa+M67WWqn4PmGpCUbST6fdEeB0gZNVG/c7T3e/JrNvbquPS3e+tXeeggWraMmx4Xz6de0ub+zjubXv7kN9NanN7hW95G1udbR4bG8JRRyEOK3Dx4TcH48rz4cqrxZEVxFFkQV425BcQ6j8Ey5tLuHAwJmcQ4vTidPdCHC5EXDgdWQ3ncogLy4QIWwGMCRHcuwxXxSaOueCzqDnqjrbT4UXsisUhkUvT598OuxbgKVnDR/8zjjuW9WKR/+WYagN4nv8ZK/99GDnZPkZ8fxuhk37ecN668nksvqCMHy8qpE6CLK19vsXnPmx4Hz757McAGBMiHCjDu+J1HCXbulTuemoqFrPyvNX8dN4gwoT53PdE9O887f0ejpqaCK8D5I5/J+bXWk/w+4rA69G1k+j3RHgdoKzmyzZGeaev35NZt7dZx6W531u7zkEDVSUNEVeYrKIKnLl+HPlhcAv0LsTk5WPlFRDO641x52LceYgrL1KJ2RVZ8wspbAWoqyvDqtqIw7eHnPnvEloF7K2JuXY0sub9k9K/57BzZzGztg+k3FFCSKJX4l3VNlYI4zNU1uRRWZNH9lM+Cmb9jpDfQ6AqB191Lu9vO5QKxxZCEor+oQcqkPUzCOcPwOo1BsI+rJwCpHffLpW7ARPCV+dhr1QSlLq2981AEuF1Y0V9yNFt/Wikmt/DqN9TiXSv21v1Wzf0e4rfW7vOQQNVJQ0Rt4W7uAayXZBXAG4PVp9+WDn5hHMKCRcMBZcX8fTG6coDwOmINIXV3/kBGBPGMiEsXwmeHUtx7ill3wd9WbFkCrWVH8VFu0VlOmcnv373Cpb59rLHuZ4qs4sQ0X/Auqodxo/xOdlbm8vegJfPS4qpDjqpDDrYXmvwhcNsNrvYy45Iy0807Zpq3As+wzlyFP6swkje83qDw9GlcjfGF3RTJtsImUCr+2QqifB6pAX21bjop7rfW/vhVr8nh3Sv2+NR9h7j91auc9BAVUlHHBK5mHO8kJ2D8WRheXOxvHkYdy64vODMBvviEcf+y8CYyF2dZUIEA2WYUDWustW41q/E7K5l27pjWVg6iJqQO6bajStRy4QIBEqxQtWY8gJ2B0Lscu6gOlyGP1yBZVq56+1Gua2Am6qgh8qgm/KAi31BwTLQN0swuMgODGBgqA8A7zO/pbYIuJzgcIAJgbgwziwsbx5ihXFWlWAcTnDswHI4sbIKoXAibndhwynqQpWEds3FtXcLod7DcA84BqwQdZaLgFVNWH+4W5IAr1tx0O8pfv+ytTnO1e/JIc3r9niVvSf43ZjWaxoNVJX0w+PBGjkK483F8uZiXB7Cuf0iF7M7D/H0RhwuHA4vDqe34W5PxEnYChAOVRMOVpC19l2cu7YTml/NwveOYntlb+5e4+EL36O01oeqo9pOV15Dc1Tz/juBQClZ8/6JbN7EihXHsNOqYq+1lZrAelskttoiLgK7e7GyIp/dAWFPwOALh/jaIIurT59J9uDdWAE3JhjJX+7vW9EePpJwr/6IFcI4wMrtjwV4dizFtWQBpsYQ3pNDcF8O2UPK8V98Ce4BJzSUO7zzE/b8ZC0frTiAE6cspdf/OcHppTKQRYVvVevlzmQS4vXu6/dUvx/z+N7WtdXviSft6/bul73n+l2fqCoZhHG5CfUZhJWVj/HkYlxZ4OmFuPNB7Au5Wb+l+grFmBBW2A++3Th3bMZs2UP5qsl8un0YX+3z8IXvwZhpN+/YX48VqkY2b8K/ojcle/uwz1FJXXBfTMvdWBsgWJPNTr+w2x+mKhzER5D+XkPWDSNxTLgNV+Omm99f1qY2Vhgcrkjl6c5H6r4guCmXur357NtZREVFIcX7tpFdtRPHwP3ndVbu4OMVB/DQBnDKAZxfuZ1Qn9HUhlzoj3Z0kun1zur3RL873r61XW31e+LI1Lq9O/rQ8/2ugaqSfjjcWLlFWJ7InSbiilxQTi8iLTt5hy0/4VA1JuzHUboQ79aVyO5SKmYNomTLJBZtG867JQ420vaUL53Rblx51b/2B0oJ127Fs+VLSt+ZyMLVE/i4tIgdobcIhSsZnvc1xlujmOt/MabaYQKEQy5qgganCF8f6GJYbh3HT1lKqHAynvY6xLejHeo7jKxJ63FXleAdXEafilwcnhDON7dguT/ABJyEa7xUbhjMoj1TKXWu55NdYzj4xxvxeJbw5o6D29fPVJLp9U7oq9/V7zEhzet2hwjv1DwUU/108LsGqkr64fJiek+IXLTOSIduh30xw/7KwzKhyPQkoWpMxSoctXvJ+mwmFR8PZ8/OA/n30ql8WQ5LWM22mtkx0W7tThvA2rsM7/ovYcEGHv74Wh7Zs4g9gQ8JhnYDcMfwYi69/V8cfkt1zLWDvizKgkH6edx89+vvkX3zcMKFU3H3O7Lb5baGnIRvwMGYsB+sIJgQWR8/y/t3nsPisiJ2+Z3s8EFVyGKhWcJu/2oe883nsZkWllWHZb7sWB4ykWR6vQP66nf1e0xJ87odtwf3ubHX7+l+10A11ogUA28Ak4A8jAkh8lPgXGAzcBXGBDt0XCS9/WOjULmqmjcPmdvmPhcv9bVzlgXtbE/V5ilpuMusv6ia32ladjOQZfmxfCW4yzfirK4gtNnLjs1DKNnbl6/2OVllNlDiWxRTbdhfkYStAMFgBVbYj7v0Kxzr11OzcSDrq4VdNfMxDaMwhZG99lB74lWYghdiom2ZUGT0a9iP0xOkl8tN3ywhb/R2XON/04kyt63tcOU1dKqv1zbZL7OzJo/V+1zsC1rsDQapJkC12UU4XNmo3B0jc/2eTK93TB/U77H0e2K8nqqkd90unt7AbTHRTxe/gwaq8WAPcDLwCgAi/YATMeYYRG4BzgP+2+5xnTtWaYw4GzqUN6a+AguHqjGhatxbP8O7bT2U7Kb84zFUlvXhpeWX8vfda6kILaXK/yqdDk4aaTeuQFqb8Diw62O8rzyPf1MRy+cdyKzN32FLjYtXa9/EEMLrGcK38s9lbH6Ig456FUfOcQ2jOrurHQxWEi6bj7NmN/2OX8ODTousvFo4eUrnytwFbXy1bK7JZl2tj3MHubhw2mJ2l/Xl2nkHsYy15GSN4KpeZ5LrMry1t5QVtS91Pk+ZQDK93kxf/a5+jztpXrfXB4Gx0E8nv2ugGmuM8QN+pGGS7MOA2fbr94BLEfkMeAI4A/g98AXGvNrsuOjHaqDaLiLSZA63+jnzACzLj/GVIIFK3OtXEFpRx771o3lv3qGsr8rlL6Ufss+/phvaDlzO3CZpbc0h5y79ik0zD2X1tmH8Z2M/nq94FGP2j37s4x7J96asY9S49WR/zYXx9MXRaLqT7miHgxV4ti/HWVFO3TEnkf/t0yMjZZt1xO8IndXGH6DE52SzcxMHFvWi70PTGLr4LYZecBbLgP7u8dx48FL69C+j95zjeGbX+YQJ8VXNq53OWzqTTK9HNNXvHdFWv8eG9K/bWz9fuvt9g++9Vk+ngWr86QXUD+urBHpjzHZEXgQeAbIx5hcdPlbpMJYJRearMyHCtVuRQAWuvVvwbvkKqvZR/XFftqwZRcneviwsz2dzDVQFNsYlHwD+2s04dn6Js7YS15Z1sGsPdSsG8OWGk/lqXx6b/LUNFVlO1ggKXYO5MH8qI0a/R/7o7YSLJjcdfd8JanbNJmfeG1BTA3VBCBmyvS7MoGLCffoTzu1HliuvxWjRDlNVAnPuBMsCy8Lk5FIz4Wvk9j6kYZdguAZZ/CjOZcuoWTKQA3r58TgmMnbYXMieQKj/EE4tDrN4x7FcWDCa4jFv4B1YztFrd1AdHIoF3BV90ZiMJ1W8Xp8XUL+r3+NHqvg9FbwO6eH3J+o8rcproBp/KoDB9usC+z3As8BfgFO7cKzSBsYYwpafUF0FJrAbR00p2WvmIqWl1K3OZdW8AyjfV8iMTUOZuW8He9hOac2rxKIPoiAt+kvVryWdtfxlap/fR1lpX95afA7v7fRQFqxjCZ9TU1dKKFwOgNczhJenTueEi9/EOWQBddOPpS53OvSa0OYF21y7MTkznuYff76a9dVZVNTBvqDF8QOCfP/Of1F36FW4PL26XokBVdtymH3LQdSFnfhDLgYVVHLYT56Hs/dXZHU1m9j86wLunPtdpvYO84MLXifniEqCE6fhzBlBYOyZfP+vD/K9deXI4MUEDjqeoLeAI05aylElcwC464IuZzEtSabXQf2ufk8smVq3R9NvTDr4/Z2fVraqr4Fq/JkHfB+4B/gaUN8L/rfArcAvgbM7eazSJlakr1LdXhw1pTirSpGSEkJbPVRsHMyaksHs8OXwacU+Vvleaf90nVE2YepC+y84Y4UiTVJhP+7S7ezcMIltZf15f2cWM6qfI2zto/m6pAXuYqYftATr5nsQh5esTlYw9RVoQx5MiPCmPry/081is46K8HZqg2V4dl/A9+tC5OQM71aZAWpDLhaVFeELO6gNORgd8HJYWUVDfkLhGqR6G0u3D+Plmv8SMheTc9Bu5KLHqL+PzskZDqffQ33nl4beWsWN7+VazuGa2STP66B+V78nmsyu2yP5SE+/y53R53AFDVRjj4gbeBs4EJhJJBCdg8gnwBbgr4gcAhRjzC1Elo64DniyyXEiv8SYLxBpeqzSLlKxA++rd2DtDOPf1o+avQUsXn4O6yt7sbU2i8V7w5RbtSyqeyPm2qGNZZRf8Thhy4EVdmKFHQQCWYTCTjbsPpWPdvZll98wO/Q5YStS6WV7hpHr7scxjsM4eWCQMYV76XXyciyHF2mlf15rWCYEc+4kMCNAsCabfeW98dVm89GGc5hvVlEZ2s5pWadw9OAghwzcTHjs+JhUAkX5VVx5/BysoJNwyEVOn0rCU6dGzv3B7Wy7v5hNO4v554a+BEO72RGsgUCbi3MqHSCZXgf1u/o9sWRy3Q6Z63cNVGNNZPqorzVL/QK4u9H7+cDl9v73NkpvfhwYc3ezY5V2CO71svWlKWwtGcTqPUWU+LL4V1kJX9U+06QzezzYVJHDFTMOpY4wPgIEJchex258ViU1oXX461pOLH2o8xQm5Xq5afpSRvzVS6jfFIJ5d+Hpwt22MWF8MwLc8+K5bK8VFvnL2CHrqKp7m0BwB+DknNHVfOunz2MGF+ObeFlMKgHHsD7k3H9pZB1oiKwFnVUEQM1r8PUPCtlU/XLD/psc6zC1gkQ7mdJhkul1UL+r3xNLJtftkLl+10A1Tdng28PFS59PdjaSgi+QxapNI9hcVcj66ix2+oQd4ZUJ+eEOSJDNju3UiQ+/qSJkBaj2lRC2qlrVH5/n5YBefgYM20F48JXkdqOpxjIhAvvy2FQDW/w+NrOMfb51GBPpo+V29aGPtxYzfBihomIcrrwuazXG4chqtYmpriabnXUrmqTt9q9m60fTGDb4BxAKR/7y86g9/Bxy+5+Ab9ubeOfMgECIuqOOJ2v8lW3qZ6rfk+l1UL9HI95+z1SvQ2bX7ZCZfgcNVJU0ZH1tNecv+QTLBAGLcLiq0xMMd5U6q5pNvk+wrFra68CfkzWCE1yn8tuvz6H/SSsJT53acJfaHUq3D+Qt/xwqfaublHt87rmMZiCTR3+Jb9LJSM4gsjzd12sPX3UO/rqm08KEwuWMfrkcXnZS/znle4ex4fKPyX34BHbdvJHRL0f6Yb0yrT+nflGJx1UY97z2NJLpdVC/R0P9Hj8yvW6H9PV7W2igqqQdhiB1oZ1JUg9jWVUd2nOc80gO6eug/8XbkHOeiMnFaEyIiup8Knwftdg2RgYxocBB7yGlePse2q1RoJ0hGGh92pHGFX6Vfy2Ll57PicAHK6cQGUsIT6ztxSlhP+gPdwuS63VQv7dE/R4/MrluhzT3extooKoonWRi7vls9L3frXP0yTmQHw7P4uAhqwkPHR2bH+2dm+EPtzJry6Uttol4OX+onwP6l5AzdRemCx35u8rgg1fx7Tk3sixQxj5HBbVmL7tqoq/vfMGS5fx+fF9e277/E/nSLOb2MQ6csilBOVbqmZh7Pg7jYEVta8uYdgz1u/q9J5CqdTukv9+372p90mANVBWlA2R7hjHUfSBnFw7luAHl/HhN97qJf91zNJc+/TnBvsMIF58dkwtxS2kR37//Wzxf2XI5ugLvKK74/jMEzjwLX79fktONyaU7Sv1a08EfXMkTX3sP8fuQUBAsiy/uPJNjPnmzxTFV/rX8z9q1AGy8aDp9hpVQeO9c/lSjM7MliuZeFzGcs7B751S/q99TlZ5Qt0Mm+L317hQaqCpKBxjjOpxRjiImFPgY2X8nWeu713l/aC6EplxCdtaAGOUQqq0gn/u3RW0aC1kBJAeswmE4Y9TBvjFWYC++La9h9RpNdv74JhNTZ/c6CMeRhzTZf/S/74JP2j5nQdFeskeWxjyvSts097rT0f1pZtTv6vdUpSfU7ZDZfnd0OseKkmH0yTmQSwb04ZvDqzj94AVMOO8Tsnp3bW1Dj2sgB2dfyo1Hfx7zCsVv7WVNzYyo22oC67n1tuuZ/bVdeB75ZcPSf7Fi3Uo335xcxMaL5+GrinSsd4gLEWfU1VTCQXe75+z7jw14borNCkpKx4jm9XEXfNbl86nfI6jfU5OeUrdDZvtdA1VFaYO+OdM4LetoThm+keOmLmXAGWvwXXANVq+ujab84IjpfPi92RTfWJ2wzu713LXtIa5es5p1M49osrJJLKiydvNWzcP8du4EHPs2NaS3tuRfsK79ikxJLK15vfa873b5nOr3COr31COd6nZIb79roKoobSDiQBBEDCIGHAIOF0jXLh23M4QjK4hxJafXTcjyY0z8ph0PGwOWPhXqibTqdae3/YNbQf2upCrpVrdD+vpdjDHt76X0OERkN7A5zjLDjTH9kqSdbP1M1Y6qr995WmsnWz9TtaPq63ee1trJ1k85bdBAVVEURVEURUlRtOlfURRFURRFSUk0UFUURVEURVFSEg1UFUVRFEVRlJREJ/xPU4qK8s2IEVH7JXcYK7Cnze1btvso2xNoMcSwb7bTDCtwIQ4LcVjgMBGnORzgdILLjXE4wOnBONyIOECcgCDQZNSlIBgMGAsDmLAPCUWm3li0Yl9ZKx2/E9Lx2kQZXhkLbbcjnxy85Lgg2xkmyxUiu181Vn5fHEEfm7fWULbPirn2tMn5OLxFGAz+tZEVidyeOhxZQXALuN0QCrFwQ7jF597Yb8a3m4Urqzut37zc2Z46PN4AUugAlxv8vqjazfW7Sir7fct2H2V76+Litw4St2stlf2+uaQuqnYy/Z4IrwMsWl4Z9TvPBL8nq25vq45Ld7+3dp1DOgSqIk7gLoz5abKzkkqMGNGPL+b9rlvn8G/4b5vbjz1vdtT04X2ET6/PxZnrx5EfjlwEfQsxeflYeQWE+hRj3LlYuf2R7EGIw4XTlYeIq2ES4XqMCVNXV4ZVtRGHbw/e+e8SWuXAWELObW2NQoz3WsdtTdHRNW2PayATPMdzoLeIqb2CHNC3nFGDtrOvKp+J/wDXnhLky9Ucekdbc/R1Tdvt6sekHd/gqfLDgMjyeGErQChYgbVvLd6N85AvV7N3yXgGbFjZ4nP37MvmkwvKcf/iIQBcjis7rB2t3OOGbWbg1K9wH5QD4RDhr+qo/Cq6NqS/34/6e1urQyViXe9wzK+1nuD31rST6fdEeB0gb8yMqN95+vs9eXV7a/Vrd/V7gt8P/1Pr13nPD1SNCSMyHRFBpzBICcRt4S6ugWwX5BWA24PVpx9WTj7hnELCBUPB5UU8vRtW8HA6InM1Nq/ELBPC8pXg2bEU555S9n3QlxVLpthzxb2ahNLFh6Lc6RxoDuaAQg9TetUwuV8pI0ZuomBoKUPcIVxbehGeu5dNcw+nqnZ5zLUnWQcRsiKXT30lFgyUQcVqstd8RvizcjbNPZzlW4cDK1ucoyS4m+xfOeFX+yswEQ/GtL4cYW7WaLJdvaKWu8+B65ADB+MfexhSV4tz5G6WvDw4qnaySYTfays/SkrZ4kVP8Xtr2up39XtH6YzXW6tfu6vfE/xee8eqVs/V8wPVCIuAGYj8F9i//pkxLyctR5mMQyKVWI4XsnMwniwsby6WNw/jzgWXF5zZYK9qIY79NjQmcjdrmRDBQBkmVI2rbDWu9Ssxu2vZtu5YFpYOovurj6cGblc/xnmOY4prAJN6WRzQu5xxA3cwZPwGcieVsPvjCfQ7Yz2+mUHWzD+Sj7cNZ2/d6rhonzlqLWHrIMKWn6B/J85dS8la/im+T7ysmX8kn24bzrxyT4fPb0wdO6+eQN9zSyn8ZiG1gU0N2/K9Y/nn+EP476beLcs9tYTw1Kn4RxyBK38sLlceTkcWH+z4IibljjkJ8HtNKD1WNuppfq/ohLb6Xf3emK54/cuy2JW7p/m9Kvi/rWqlS6DaBygHTmqUZgANVJOBx4M1chTGm4vlzcW4PIRz+0UqMXce4umNOFw4HF4cTm/DMmwiTsJWgHComnCwgqy17+LctZ3Q/GoWvncU2yt7c/caD1/4Hk1yAbuP4GJQ7pFMNhOZWOBmUqGPiX13M2rYFvpO3Ij7AAErhz6TN1I+awRLV0zio5IBfFBWy95w+/3LuqQ9+SuCwQrC1RvxbFuIa9ECqhcVs2LRAQwfso1rnh/Atb3H8lx2x7Xem3coF968jpJtB+HIHdqQ7nB4qbz2cfYGDmNcn7KGcjtPGkQ4ZxrObRtxH3g1Lmdugz9e31ParXLHjYT4vWevftRT/f7UWR2/MQP1u/q9e16fV9f9kKWn+r0iHGxVJz0CVWOuTnYWlP0Yl5tQn0FYWfkYTy7GlQWeXog7H8Tur+RwNfRZgv1NQsaEsMJ+8O3GuWMzZsseyldN5tPtw/hqn4cvfA8ms2gxoTB7EuOYzqSsAsYXhpjYq5zR/UsYPHoz+ZO3wqThWN4cVt9WhMsZZum24XxUWsh7NZtY53sTjyMvPtoHb8df+gXZ6xdgfbmLkJVF7nkOjrjvG13Wu2z5M1x2ILx72CCO+GAQOTnDG7YVPfW/nP/9PyDOMPnjtyGjemPqAphPt7B94QSK8+7FceLtDfuvqH2py/mIJ+r3tunJfndI55qg1e+Z7ffuen1U7ulsqHkjPvop7ne/tbdVnfQIVEXGAX8HBmDMFESmAudgzO+TnLPMxOHGyi3C8kTusBEX4s5HnF5EXA2VWD1hy084VI0J+3GULsS7dSWyu5SKWYMo2TKJRduG826Jg41sS2Khuk+2ZxijXIcy3tWfCQXCuIJqxvbdzfCh2+gzbjPuKRahsYdhefNwvDCXWv9QviwZzJxSDx+GPmFP7RIAhnk736G+I9rWoLF4P3uTig+HkDvYjXXLr3BnDYhJuddV9ObIPcsJ/+P3OArDhA+ehpl6DYUnloDLiTV4ArJ2DbXve1i35Bg+3zac1ZdmcfWkZ9lR2Ztt1fndzkfcUL9HRf2ufofM8HusvP7X8fmcszA++j3Z7+kRqMKjwE+BhwEwZikizwMaqCYDlxfTe0LkjtoZ6UTvsCsxoOEu2zKhSMfuUDWmYhWO2r1kfTaTio+Hs2fngfx76VS+LIclrGZbzexklabbZLmLGe6ZzngZzNh8B2PyA4ztvYcRA3fQb+Q2cifvxIwbhX/kNIwrC89TL/HWS+cwd3cfPt3j4/PAM1hWFQDXFN3I4sKHYq4dGDwe6+F5VGyZQMHAMoI3XUFuNyuxxtrD88uo/e0y5q08naEDdjK0bBnhwrdg4oGEeg/F4dvL7jfcLF8/hs9K+/FRuY/PA0/z4IdVTM65kBW1j3crL3FF/d4E9bv6HTLD77H2+um3/RvOjb1+T/d7ugSqORjzJdJkCq5QwnMhMgV4hEgHm3XAd4E5wAHAQRizroPHXUPku2n/2G5wVv5nbW5/p90miNb6EUnD3XV9Rda4GQjsSizsx7L8WL4S3OUbcVZXENrsZcfmIZTs7ctX+5ysMhso8S3qRKlSB69nCMPc0xhDMaPzXYzOq2NMYTnDinZRPGIb+WO34hhfSN2Y4wkNOBAA99+e4N6nLmd5hZNPg1+x2fdek3P+/rTZnLmif+y1HW5WfhFmSPEO5PZLyS2YHNNyG4TS7QOZeuDyBu0Q4Fq/kvD8r9i+fCwffnUQn+3KYXbdmoZy52SNYMHHm3Euc+G+qnuXtPo9vqjfU8fv3fd6W6jf4+V130k3ArfFXr9H+L31fsnpEqiWITKayAAqELkIKElCPtZgzFF2Hv4JHAScB9zdyeMOAeZ38NjUQ5wN8+Y1pr7yCoeqMaFq3Fs/w7ttPZTspvzjMVSW9eGl5Zfy991rqQgtpcr/Kj2vU72DAu94hjqmMMrRj5F5Tkbl1TEyv4zhRbsYOKSEwjFbcY13EBo9DX/xVCRnEI7yFVTftpKfv34Z630+5oVeJxDc0eTMD0+4mt4/Xolcuy9m2o78kbgcXh6dsgqRwUw9YS5ZXarEuqa9797lrFgyhTXl/dhW4+WjunVsrt5fgX/dczquaUfANFj/2gOMfnluF/IWZ9Tv6nf1ewb4Pf5edzbq4xkL/Z7k9yk3X9+qeroEqjcSeSI5AZHtwEbgsoTnwpjGw9YCwFaMKW3ypFdkMPAEcAaRrglfYMyrUY4zQGmzp8Q9AhFpMm9e/Xx5AJblx/hKkEAl7vUrCK2oY9/60bw371DWV+Xyl9IP2edfk8zsd4s86cPpWSczLA+G5dQxsqCcoX13039QKYWjtuMeW0d49Dh8g6dgCkaAbzfeZ+/k7Ucu4u9fHcdSlrLD93GL8z456Uq+/Zd3CE25FeGubmvTawKerCLqajbh/sf9LK24hvEFQdy3/blb5R6QLYyy7+7b07bWvUjFzn5Mm3UUR3kHA3AbR3Bh4ShmVP0dgFer/o55+lHkiscZ/fK8LuUt3qjf1e/q9/T3eyK87pDWQ7J09/vyippW9dMjUDVmA/A1RHIBB8ZUJS0vIucAfwC+IjJlVlOM2Y7Ii0QC62yM+UWHjuuBWCaEFarGmBDh2q1IoALX3i14t3wFVfuo/rgvW9aMomRvXxaW57O5BqoCG5Od7W5R6BZOKa5lSF4VQ/rupmjQLgpG7MA9OoA1chT+wZOweo0GK0jOp/9k62OD+dG732WhWcMO3zuErcom5zsm+xqeOXMJA3+1mtCUW3E7c7un3Wc8bu9ARFw459zDujvH8Iu5l3PywCA/vPpfOOToLpV7eIGfP5/+KQDZhZHl9XKKd0fVdjq88Plf2Pqn3gz+Uy+y7Eqsnpcqj8Dl+HvD+3//6VIuuQJC1lO4HIm//+wo6nf1u/o9ff2eTK93WL8H+3369JGt6qdHoCqSBVwIjABcDU8hjbkj4Xkx5jXgNUTuB84CXomy17PAX4BTO3lcj8AYQ9jyE6qrwAR246gpJXvNXKS0lLrVuayadwDl+wqZsWkoM/ftYA/bKa15lZ7VDBSdAk+AE8avpPfAMnKH78Q5Eqzho/APGI1VOAwJVJDzwcMsuf8w3tt0DjN2+lkcfhNf3ZYm5xHx8t+p53Puj5+h9ryf4swd3ebddpvag8Zj9RqNOL24dnxO6a/2ULqrHy+vP4P7d7/Biwf04sQnd+Ke/ECXy501poj+z94YmUy6dhveFa9jXCPwDxiL1Ws0Lu9APK48Av6drDjrE7K9Axj30y2Y0de0ed7np1zGN5ae3OV8JQL1u/pd/Z7+fk+m19vUzwC/p0egCjOASmABkabz5CCShTH1+vsAXyt7/ha4FfglcHYnjushWJF+SnV7cdSU4qwqRUpKCG31ULFxMGtKBrPDl8OnFftY5eux8XhUvPm1DDtxITI0l/DgMQT6DsN4cvBsXkLt/y1ixvsnsr7qUj4pC7JE5rLHt6TFOU7OuY4XrppF1v9WERp+H7nt3Gk30T55ATK0gPDQSfgGjIPCMTjdvfC++mvmP3Q8y3cN4ZWto5jPIvYFl/P29IM5+M2heHqd3a1yGxMi4N+J8ZXg2rMOR8Ueao/9Di5PER5XHiJOflS8kHy34Ym9Ffxu6GQmnPidds970ZITu5WvxKB+V7+r39Pd78n0eoN+hvo9XQLVIRhzWrIzAZyGSP06YGuBdxF5ATgGGIvIPcB2oBhjbkHEich1wK4WxwEtjjVmRiIL01WkYgfeV+/A2hnGv60fNXsLWLz8HNZX9mJrbRaL94Ypt2pZVNedkaepiWSFkd4uTGk1tR9U0ueBN3h0wtXAUaytymZpRZglLKXE92nU4+8dcx03/f45/Of8Gm+zJpN2tQvd1J12EuFeI5HsQbg8vRBx4XrpJ9z2k6tYVmGxqNFUMGfkXs9hH44ny9O3m6UGgrW4Nr6Le8dGzLqdVC4dQc4pA/G4CgHw+bezrdZiRtXfGZF3KpfMG9r26f6dg/tbtR160pBs1O/qd/V7+vs9mV6HzPZ76l8VHeMzRA7AmGVJzUUkkGweTEZb1udye/97G6W1DEKN6fqSQEkkuNfL1pemsLVkEKv3FFHiy+JfZSV8VfsMxtQlO3vxpc5BzYIB7N0+gK0lg3hi4omsqMxmRWWYJSyhpCZ6JQbwzqEXcvxjy7Em/5VsR1anpU12H2To13Hs/BTP6g8Qy8L6bDtn/u4ylssydtTs78if5S7mhbLRsanEAFzZmLEXEJrgxXGyi2XHvsER4qKmYjE57/ydm276Dh+FIvqbqmfizWnb2tZFf2XPD+7EzPw5cmr0wTSpgvpd/a5+zwC/J9HrkNl+T5dA9RjgKkQ2Emn6F8BgzNTkZit5LFiwEZfjym6do3LPj9rcfvxJz0RN9wWyWLVpBJurCllfncVOn7AjvDK9KzGbmsp8PvjoGDZV5/PVPg+rq/wsk88pr217rsDPjzudAx6vwTnq2i4/VRGHG5crj9Jb1nPz2ydRFqxjhSykvPaRFvuuPHsw3hisStJY2+0ubMj7oSd+Sl3VaP59VAXXr/YDDxJ8MR/fUZczfuwGNp73OKNntJyOZNZhr3HihW+zfs50Jr+9GR6Aal9pu3lVvycH9Xvi/Z4IrwMU9ok+QjxT/Z5Mr0Pm+h3SJ1A9PdkZUPazvraa85d8gmWCgEU4XIVJwvoLyaDM7+Hxdb3YYErZGJyHv679ZQE/PfYMpj4axD3qW92ryBD8lctY9NV43vK/3qr2mXk3UPyf2N7DCdIk797f30to0f1cv3r+/p2yvGT1P5a/jDSMf/1Z5p5QwCGzL2nY/NGRr3D6/FcjMwiz/+nAlH7v8+W3NpD30E0xzXOsUL+r39Xv6e/3ZHod0t/vlkn3Cf+N2YzIgcCxdsrHGNOyJ7OSEAxB6kI7k52NpFAeLufN6n90eP8Z077JwQ9swTH66pj0T8t5/wl+uPbIViuxV6Z9i5Pec7c7FUosCAyZxoi8vmyqngmA++zdiPwQY/wAHDHnHXC80+K4GdO+yZSRGxrmkdxUPZPd24+l0J67MdVQv6vfQf2e7iTb65Defo80iEfHEYf8Jx6R/wGeA/rbf88ikpq3o0q3mZh7PpNzLkx2Nlqh41Ow3DXyek7722Ick6/G2cV+S83Z/PzkJit/NKYwexKnfHYwub0PiYlWe2QvndlQiQFU3dIf/ycjGZB7RKvHFOVO5/T5X6f/n4sBCL49iODLhQx9fAShUHXc85yKTMw9H6+jd7Kz0Qrq93rU77Ehdf2eXK9DevvdGKvV49LjiSp8BzgcYyJLG4jcDXwO3J/MTCmxI9szjKHuAzm7cCjHDShHxHDOwmTnquuckvNdfnz7E4SOuA93jCqycLCK6989Ffgy6vaVFzhj2m+pPWTv/nUr6sKPNzxV2F4FOZ5NUZ/KlNUsYPs3H2LkiwsIhB5B7M8mywrw5zELEpPxFKC533+8puetUNcY9bv6vS3Sye/x8Dqkv99Ll7/ZqlZ6PFGNDJ5qfLsTttOUNGGM63AmOoYwocDHyP47GT2gJNlZ6hbPXfohgYvv7FITjcFETS9fA+/XPtrqcUWHru60VnPql0rs0L6DhzW8bt70VfNE64uvjXwx8gMt4mxIczqyOG3U+g5r93Sa+z3L1bMHqvRUv7emHQ31e9dJJ793x+tt1a/p7vfCrNanwE+XQPWfwBeI/BaR3wJzgceTmyUlVvTJOZBLBvThm8OrOP3gBUw47xPGXfBZsrPVZR6beBXZv57a6btfy4QIWwFMK53OtwbK2jw+sL1Pp/SiaQeDle3vbOM88uf4fpfPwxOubrHNfLv9vl47L72/QTu45CEmHJMZT5ii+T2rd+vrYKc6PdnvrWlHQ/3eNdLJ7931elv1a7r73ZtX2+q+6RGoRuYjvRrYA+wFrsaYvyY1T0pM6JszjdOyjuaU4Rs5bupSBpyxBt8F11B73neTnbUuMSTvBK68+Rk8Q05tf+dmhK0A/tpNEOxa37VX3uq8ZnNta2f0uQIXLIjeEb7uuou46vG5LdL/NfWjNvVys0bzuw+OpuTSezH33YBr1RLcJxd1PuM9jNb8bvXqmWXv6X5vTVv9HhvSye+x8Hpr9WtH6Ol+l4LWe6L27EBVpMD+3wfYBDwLPANsttOUHo6IA0EQMYgYcAg4XOBMzRGx7XHH0BH4T7+w0x3sw1aAULAC566liL9rP9xXrngaM+uXnT6usbZ3VeeeZOf2P4G7Lj2emYe+3pAWqCvnB+s/b/O4KY6jGZEborS0P5bPQ3j0OHwTTuh03nsarfpdemZV3dP93llt9XvnSCe/x8Lrna1fG9PT/W5581vdX4zpeJ+ElEPkDYw5y57XoHFB6if8H5WknCUdEdkNbI6zzHBjTL8kaSdbP1O1o+rrd57W2snWz1TtqPr6nae1drL1U04benqgqiiKoiiKoqQtPe/5ejRE3u9QmqIoiqIoitJj6NnzqIp4gRygCJHe7J+SqgAoTlq+FEVRFEVRlG7TswNVuB64mUhQ2nj6933Ag8nIkKIoiqIoihIb0qOPqshNGKOrUDWiqCjfjBgRtV9yh1m0cEeb2y0TxJhwi4UV+mY7zbACF+IwiCMcec7tMuB0gNMJLjfG4QCnG+PwIOIAcQISeSRuj/i032GZIIR8SNBP1RYPJbVODIYaU17WSsfvmJja7cgjh2yynZDlNOS46sgamwvGYuvmPZTtqWtR9lhpt4cxJuba0w7og8NTiNm7mYUbIsvZeRwFTOwbwDGkCILVLF5RizHBFp97Y7+tW1RNpbW7O1lpou30BFm4vWF5vajfebr73W+qCBp/3PzWltcl5GfR8sq4XmvtkSy/L1peFfU7T6bfE+F1AMsEon7n6e73ZNfttFLHZYLfo13n0NOfqIqchDEfANsRuaDFdmNeTnymUoMRI/rxxbzfdescBdm3tbndX7ctavqwAhcffnMwrjwfrrxaHFlBHEUW5GVDfgGh/kOwvLmECwdjcgYhTi9Ody/E4cLp8DasWFG/2oXPvx12LcBTsoaP/mccdyzrRZgwn/ueaGMUorP1Te0iDM07kYNlPAf2hgN6VTKmfylTrv2c2pMvxLNjMUef39b0G93R7ggdmZS583n44IRC8u+LeMa35TWCf55PRUk/Bh+7hDVvj2fqzIa58Vp87o39ds/oz/jlxoc7rd+cu0Zdyg8enoVUVeI+b6+dGo76nae73xf526rK4ut119rluC9qa8RvMv3ede2O+T36+uPJ9HsivA5QG1gf9TtPd78nt26H1uq4psSrfk+m31u/znv6YKrj7f9nR/k7K1mZynTEFSarqAJP30pcRX4cfSzoXYjp3Zdwr76E83pjZffGuPMQVx7i9CIOFyLR75uy5v2Tip+vY+kvipm1fSDljr2UO/bEJe8e10Cm5nyDEzwTOaZfmKMG7OLAERsIhx3UTTsa77qPcc6eR7jSHRf97uOkq5Xp3a+c1bCEX/awcyj42x30ffwk1r5zZOMgNSpLF5VR+7OfUxeq5KcPvdYl/cZMzfkmV37tffyHX4PVb2C3zxdPEuH3kHR8xZiO0lGv73krPbv7d8fvyxaVd8LvYdq7uVS/p47fU7duh2TV7wsWbMTluCxp9XvPfqJqzG32/5ZreClJQ9wW7uIayHZBXgG4PVh9+mHl5BPOKSRcMBRcXsTTG6crDwCnIzKBv4izxbrB4Tk7+fW7V7DMt5c9zvVUmV1xyXdR7nQONAdzQKGHKb1qmNyvlBEjN1EwtJQh7hCuLb0Iz93LprmHU1W7PC55SCb/V/oqtwbHkOXpC0AwXEPOa//HDR9dDsxp89igVUXBn2vhzz+MSV5+Nx5yru+HO2c4HPlzAh//gaxj18Tk3LEmEX4PEdu1zzvj9eVbhwMrY6qfCnTH73XWPgr+XKN+T0O/p2PdDt3zez05nnj6vfU6pmc/URX53zb/lOTgkEglluOF7BxMTi6WNxfLm4dx54LLC85ssCsscdj/Zf+domVC+PzbqaleQ6C8gN2BELucO6gIb6cmtJuaUPf7yNTjdvVjcs6FnOw6nOP6OTluQDlHDN/AxGnLKDrqKyo3DcI9tg7/zCDL3z+St9dMYm9dqt7jdf1JRCC4g3AosjKJZUKEN73Gf+75Fp/4nujyOf879VIq9/woanpr3D78Bs644UXM5G83pDmP/iW3Dv1el/MRVxLg9/onId2lK15/aUuvmGinGonzu5P/Tr281WPU76nl99St27tH9/3e8kluLOv3Qe7W+1339G+kfs2t8cChQP0z6bPp6C2CEns8HqyRozDeSAVmXB7Cuf0ilZg7D/H0jvRXcuUh4sIhrhb9lgKBUrLm/RPZvIkVK45hp1XFXmsrNYH1Mcum4GJQ7pFMNhOZWOBmUqGPiX13M2rYFvpO3Ij7AAErhz6TN1I+awRLV0zio5IBfFBWy95wfLoepAq+qjXsu7WEP27I5cy8G/j7mXMZdM1u/BOPJn/Yvzp8nouXPs+IYacS+Hg8oaLBeDasoPbIS8ntdRAfHl3NiZ83bUby3+PFOn051ixHi6bC8YXVsDUmxYstCfF795pCu+P1eXXp39W/Nb8f9pPOLSmpfu/5fk/3uh1i6/dRQ0+Pid+9zuj9Y6GnB6rG3A6AyLvAwRhTZb//LfDfpOUrwzEuN6E+g7Cy8jGeXIwrCzy9EHc+iF2B2X2WGq+L3LhJyApVI5s34V/Rm5K9fdjnqKQuuC9meSzMnsQ4pjMpq4DxhSEm9ipndP8SBo/eTP7krTBpOJY3h9W3FeFyhlm6bTgflRbyXs0m1vnexOPIi1leYkvXO/sflHMJLk8vfP7tZD3yN7bvOIHF/5lD6LTbcTuPBCAbgI4HqgCbqmeSdSzUhX+GjHeRa6cf/cm51P5+Njm37ePKPjfy6CvvEjj0alx/+SNn//Fqnll+H70e+TFORxZ1oUrKA51bQztRpLrfu+v1Ubmns6HmjW7kIExiBqE01qNdzY743eG5tdOa6vee7ffUrdu7R2z9vp8NNW/HxO+h6AP+gZ4eqO5nGDTp1FIHjEhOVhQcbqzcIixP5A4bcSHu/EinenE1VGKNK6761/5AKeHarXi2fEnpOxNZuHoCH5cWsSP0FqFwJcPzvsZ4axQOEd6peajTWcv2DGOU61DGu/ozoUAYV1DN2L67GT50G33GbcY9xSI09jAsbx6OF+ZS6x/KlyWDmVPq4cPQJ+ypXQLAMG8if3gTw+3jLaywH+8Lv6GuOp9Jbx2F5FxC46EF3WmS85XNZfMVX/HvFZP52UUzcN/1Yx5+5pvAo2zxBbDyCvE+cyuX/fl63q19iAFPAE98F4hUsr8e263ixY8E+H2u/8VOZytWXv/r+HzOWdiOWNLpWHDamI743dDejECtP/lTv/dMv6dj3Q6x8nvrdNfvbke6PlHdzzPAl4i8AhjgfODp5GYpg3F5Mb0nRCorZ6QTvcOuxIBW77IBrL3L8K7/EhZs4OGPr+WRPYvYE/iQoN0n9Y7hxVx6+7/A7cF9bsezlOUuZrhnOuNlMGPzHYzJDzC29x5GDNxBv5HbyJ28EzNuFP6R0zCuLDxPvcRbL53D3N19+HSPj88Dz2BZkQf21xTdyOLCzgfJqcwx2ddw+rVPIf96ibpN+fDLW8mxO903xl/S9ZWJCwc8ar/6iD/8Ff73P+s4qbiCE7Ov5aGTVsGsFXz/Lzfwn8qWa3Wc16+Qs698HFKx53kC/H74LR1vkou110+/7d/QiWutZdCY6B/+9vU66nfT4ad8LTXV7z3T7+lWt0M8/N6S7vr9tfDeFun1pEegasydiLwDHGOnXI0xi2J2fpFi4A1gEpCHMSFEfkqk+t4MXIUxQUS+DdwI7AEuxZiW37qIm0j/2QOAgzBmnZ3e8liRk4A7AT9wOcZEn8ixi7gcV7a5PWQ91eb2ww9trZlAGu6u6yuy5nfYsL8SC1sBgsEKrLAfd+lXONavp2bjQNZXC7tq5mMINZx3ZK891J54FeLpDbQ/F6DXM4Rh7mmMoZjR+S5G59UxprCcYUW7KB6xjfyxW3GML6RuzPGEBhwIgPtvT3DvU5ezvMLJp8Gv2Ox7r8k5f3/abM5c0b9d7Z7CDf1v5Jbj5hLY0pdPPziWI9/qT26USixQV07WC7HrUXNvycPc/UR/Ti3ZjW9lP75z9zU8t7dlJVa15RtQNAyWjAeWdFmvJ/vdFLzQbvni5XXfSTfSkWstuXQ8GO6M32VP6z+endVNpN+76/XIOS5rZUt6+z2d6naItd87Tmf9/trB3lbPlR6BaoTFQAn1ZRIZhjFbYnTuPcDJwCv2ufsBJ2LMMYjcApyHyKvADcBxwIVElnf9U5RzhYDzgLsbUiLBa7RjbwW+TiRA/gWRQDb1EWeTjvQNyc061NcT2PUx3leex7+piOXzDmTW5u+wpcbFq7VvYgjh9QzhW/nnMjY/xEFHvYoj57iGCjI6Dgq84xnqmMIoRz9G5jkZlVfHyPwyhhftYuCQEgrHbMU13kFo9DT8xVORnEE4yldQfdtKfv76Zaz3+ZgXep1AsOkKLg9PuJreP16JXBu7/rLJojj3WO4eMZKLLn2S0iXjuOyhC3n6uhnk9v1ji30tE8K55ElmPXce8O+YaP9xxEioegmrQghU5nL9pM0892nT/c7IvZ6swYdhzb+P6mc619E/YSTA70hrVXX8ve7MGd7JDyQ1m0674vd9e3rFTFv93jP8ng51O/Q8v4fL073pX+QmIrf8pUTanYRIF4CpMTm/MX7AjzR09j0MmG2/fg+4lMhEg8vsp63vAY8gkge8TmQWgssAL8b8FShtdC6AcVGOzQF89gCxLxC5KyZlSQAiDlzO3CZpzSuvxrhLv2LTzENZvW0Y/9nYj+crHsWY/V2O+7hH8r0p6xg1bj3ZX3NhPH3bPF+e9OH0rJMZlgfDcuoYWVDO0L676T+olMJR23GPrSM8ehy+wVMwBSPAtxvvs3fy9iMX8fevjmMpS9nh+7jFeZ+cdCXf/ss7hKbcitBjvo4WZLmL+dGA87jxmE8Z8J3ZbHlwMmNnLKV3tgW/urDF/mErQGjtv9lyRz4/Xd29aWMaaw+85E32zeyH+5dH0bv4VI4CAtY5rD3rWaa8E5m042uDLMzcP7PxD32o9fUHYjfrQ6xIjN+jB3+J8HpbZekJdMfv2/yx01a/9wy/9+S6HXqu3+v8rQ8e7Nk10H7+BxiPMeUJ0usF1N92VQK9o6YZU43IH4BHgT7A6Z04X+9GaZCqjyk6SP0gHH/tZhw7v8RZW4lryzrYtYe6FQP4csPJfLUvj03+2oZKLCdrBIWuwVyYP5URo98jf/R2wkWTcbXzw1noFk4prmVIXhVD+u6maNAuCkbswD06gDVyFP7Bk7B6jQYrSM6n/2TrY4P50bvfZaFZww7fO4StyibnOyb7Gp45cwkDf7Wa0JRbcTerpHsKxbnH8p0+U7h82iJGXvYUZkAxz95wEtesehKAbT/bhKd3005xPv92vB/dz6p7pvDducNZ5Xu+TY1nJl/B5Stadg9vrh2YdixbbvEw7IKlSPGpDfs5HVmMe/NKPj8xF5cjzEE/fpVN94zi2x8Mp8TRgZUFU4RE+V293jqx8LvfanuWQ/V7BPV78unpfl8XaH3EZroEqluJBHiJogIYbL8usN9X2K8bp0HkieuDwG0Y09qz7WjH7m2UBq0twpuCCNJ0KhITImwFMCZE1vKXqX1+H2WlfXlr8Tm8t9NDWbCOJXxOTV0poXDkXsPrGcLLU6dzwsVv4hyygLrpx1KXOx16TWjXtAWeACeMX0nvgWXkDt+JcyRYw0fhHzAaq3AYEqgg54OHWXL/Yby36Rxm7PSzOPwmvrqmPUVEvPx36vmc++NnqD3vpzhzR/e4p0sDco/gdO90Th9cwZETV9BvyrOYsIO3/ngW5y56AVjLpb2/zxPvfYlr2k0Nx4WtAMFNr8HjX/DIS+fws82zqQnMalXn4OkjmPvlb3GIi/PX7+KWY0bzYvUCTvdO56whezj+sHn0Ou8rgiMm8N6Vp3H/qiJe+vmnWN+6v8UdmDFhpj4cIFQ0Ht/dyzh45h6q/F/E5wOKAcn0u3q9Ker3+KN+Tx3Sy++tz6DR876Z6GwAZiPyJhBoSDXm3jjpzQO+D9wDfA2YC3wFTLE76tSnQaTv6TPAdYi8jDGBKOdreawxtYhk290HJtGD1jC0TJi60P77BmOFsCw/JuzHXbqdnRsmsa2sP+/vzGJG9XOErX3QbFqMAncx0w9agnXzPYjDS5aj43MKevNrGXbiQmRoLuHBYwj0HYbx5ODZvITa/1vEjPdPZH3VpXxSFmSJzGWPr+WAhZNzruOFq2aR9b9VhIbfR24PuNP2OAo51nsJ4/M9TCn0c/DA7Yybuor8Ix7Dv6yQ+XOO4EdvH8VL+x4C/gNEmrwu+HIgrpz9lVhtzXqy3/wzix84kdsXns+s2kfa1W784+UZdTF/ufkmfre9H/lHPU7g0BMwg6/Bd9t9DLhvI766j/jH+Gtw/+qBFuep1/aEwrgv+Tbn/d2iyv9wbD6gOJFMv2eq10H9nizU78khk/2eLoHqFvvPY//Flshgp7eBA4GZwC+BOYh8Yuv+1R71/yjwMZGnoZciMhQ4BzgTWAH8BvgVIi8QmaFgLCL3YMyMFsdGuBOYRWTUf9vDOFOI0MYyyq94nLDlwAo7scIOAoEsQmEnG3afykc7+7LLb5gd+ryhKSbbM4xcdz+OcRzGyQODjCncS6+Tl2M5vE2W3usIkhVGerswpdXUflBJnwfe4NEJVwNHsbYqm6UVYZawlBLfp1GPv3fMddz0++fwn/NrvN7BUfdJRSb3r+HtW59ARhQRHDaW4MADcOQeR/Ceuxl8X2/2+ZuuEnJdvxu5aMFwvFkDgMiTkcDm17DuW8Cdr17B7VueaNKXrC3CoRpqKhbj3LOWrLmzcOSE8fzpRoynL15x4Q+Ukv+n0ob9v71oTJPjm2u/sauaz2u+y1s13VuhJhEk0++Z6nVQvycL9XtyyGS/p0egun+FqnzAYExsh0saEyTypLMxX9B45H5kv2eIPD2tp5L9/VJftv/AmG9E0Wh+LBjzHpGuAz2KTRU5XDHjUOoI4yNAUILsdezGZ1VSE1qHv67lLFuHOk9hUq6Xm6YvZcRfvYT6TSGYdxeeTjxJbaDOQc2CAezdPoCtJYN4YuKJrKjMZkVlmCUsoaQmeiUG8M6hF3L8Y8uxJv+V7K5oJxEpLsZcfxvBUDWh2q3kzHuBe793JrdsqCRaz5h7v9iGN+swAILhGhzzH2Lz7X340ZwzmFX7j85pO9x4CyZi5Y+F999m9VvHMOmmAdRULMb7xIMU/NTdZP8su/JsS/v7v76RSK+Z1Capfs9Qr4P6PVmo35NDJvs9PQJVkSlEgrw+9vsy4AqMWZHMbCWTBQs2xmQuva4QkCCbHdupEx9+U0XIClDtKyFsVbV6Bzc+z8sBvfwMGLaD8OArye30lDj7qanM54OPjmFTdT5f7fOwusrPMvmc8tq2p9b9/LjTOeDxGpyjru2R/ZVEnNTVlXFh0SbebWjOid6ss+L0Y8kecQEAdaFK3DN/x/t3HMeVK7dT2oGmoOY4HB6cjiycZBH+zt8ZceZs/Ov/ReHYd+w96nhy0pUML9zLiZ+/xsdHvc7xn5/fpvZvTv6E3zoPYPBzy9rVz1S/Z6rXIXP9nkyvg/o9PrT/ZDFT/Q7pEqhGvq3/xZgPARA5gchI+6OSl6XMpc6qZpPvEyyrlvYuwJysEZzgOpXffn0O/U9aSXjqVExWUbf0y/weHl/Xiw2mlI3BeVHv8Jvz6bFnMPXRIO5R30rRiqxjODfO5N3aj9rdb8jTUwC7EnvjVl687WwuX/kmoTZWB+lwHhxZ5BSfyj8nzW6SfvHCA3G7CxHXu5z8xavUfbwCd/ku/vubs7l6zQcEgjuo+kU/3BcNByuM4+AfALB417McNOvDbucrXiTT75nsdVC/JwP1e/LIVL87up3r1CC3IUgFMGY20DN6SKclYXtJuvbvEsc5j+SQvg76X7wNufoJXNNv7vYUIeXhct6s/geral7pUEU2Y9o3OfiBvbhGX9zjKzLXe603fQHcOOBG9u24nNy+RxAM1+CedScv3nY2ly5/ISaVWGMuf2Zxk/e3j17HwhP/izFB7h97LYSCkJvH6L67WX7GUPxfTMVzVhHe6fP508WHY0wYh7iYMvMqKkuvoyh3ekzzFzuS5/f083qYjnyO9cTP753LB8Te7wNyj+iUfuJQv8ceZ6O/1knn+t3lyGlVK5W/uc6wAZFb2d/H8zJgYxLzo3SAPjkH8sPhWRw8ZDXhoaNjaMYwHZ129q6R13Pa32bD5B83WaO6p3L/366hteagyTkXctfGwWR7D8MyIRzzH+L93x7D5Svf7GCn+s79cBtX03GNL1dsZvmC4Tw84QquueslQsfdiduZy/RT9u/zt3GfAKu4ddM/+OG+H7Hzyi/456KD+NXlr1JWs7tT+qlGfPyeuV6HePu9c8Ta76Xq9yio39PV7yGrtlWtdAlUrwFup36wEswBrk5edpSO8HXP0Vz69OcE+w4jXHx2ws14Ss53+fHtTxA64j7caVCRWYE9/Hh96/2PFt/3KuI9B4DA5tfYfHsfrly5PeZ32vVU/HX/ehXB1/shZ0bGEAbWPovZ0Ru3MzfS0V5cDT8kP3j0ff73xMiPzKXDfLxZ/RnwGXf9Eap/2Ze8P+yKS14TQTL93nO83vER4PH1e30+On5zpn5vivo9tqR7/T5tYOsOSY9A1Zi9wA+TnQ2lcwzNhdCUS8huNEIwkTx36YcELr4TbxeaokyzeQFTgc2rsoDWJ7zwn3wW2UTmsrPuW8CP5pzRpY71HaW2Kg+IzOUnZ54USatZj/XQKh5+83S+M38F3rwxTaancRx/GyF7aYufNxswsm/LQKDn/nAn0+/d8Xr9qkOphvo9tempfk/Fuh3S3+/huqYzBzQmPfqoisxCpFej970RmZm8DClt4XEN5ODsS7nx6M9xuvKSkofHJl5F9q+nNswx11H2r8KSevMd7gm3/aMm4QBhK0D223/hvlfPamei58730WtOv6fP5qCcS/j2ryOTTzfW/t91j5K1/gOcjqxW+46JeJu8L7qyqlv5SRbJ9nt3vR4MJnLRv44TW793H/V7hJ7u91Ss2yH9/e7q2/rnnh6BKhRhTEXDu8gT1v5Jy43SJh8cMZ0Pvzeb4hurk9J3aEjeCVx58zN4hpza/s7NCFsB/LWbIBjbqXoTgevFOdRtm8mCB47l9i3PtH9AC1rv7G/KNrVIy8kZzkebexEeOxGghXZgxJFtqlWUXce3e98IwJ4fDMdx8u+6kOfkk0y/x8Lr1s62B3CkKt33e+uo31unp/u9J9bt0PP9LgWtL8CQHk3/YCEyDGMiC/qKDKf5mm1KyuB2hnBkBTEuF5IE/TuGjsB/ev9OT/octgKEghU4dy1F/D2vMnvvxTM5dven/N+S87DMO+0f0AkWbjZN5nYclHs05+cdxBlDyli+5zB+9PQf8O4po6TqFPrkTODNQ4rI7X1Im+fM7X0IT5XDUxwW07wmmmT6PRZez1q7IE65iy/q9+TQ0/3eE+t2SAO/H3prq/uKMWkQz4mcRmQoXP0EY8cB38WYjG3+F5HdwOY4yww3xvRLknay9TNVO6q+fudprZ1s/UzVjqqv33laaydbP+W0IV0CVQCRIuAIQIDPMaYsyTlSFEVRFEVRukF69FEVEeA04GCMeR3IQaRnt58oiqIoiqJkOOnxRFXk74AFnIQxExHpDbyLMYcmOWeKoiiKoihKF0mXwVSHY8zBiCwCIqP+RTztHKMoiqIoiqKkMOkSqAbtWWUjj4dF+hF5wpqxFBXlmxEjovZL7jALFmxqZw+DMabFwM6+2U4zrMCFOCzEYYHDRJzmcIDTCS43xuEApwfjcCPiAHtSYCnfhn9vHg6x8PQPQv7AhvNaoVp860NsrXVixOCz9pS10vG7W80E0ybn4/AWYTD415YjYnB76nBkBcEt4HazuaSOsn1Wi7J3V/ug/h6cQyPTdFh1FZidNYSCbjz5tfgr81i5LzK3YrTPvbvanaDF597Yb+sWVVNpdW75x6l9snGPjHzX4XAtjvJd1O3LQRwGV1Ydi3Y2TDof9TtPd78HTDUh44/5d94RrxMKsXBDOC7XWk/wezTtZPo9MV4HMFG/83T3e7Lrdlqp4zLB79G0IX0C1b8BrwD9EbkTuAj4dXKzlFxGjOjHF/O6Nw+fy3FNO3sEo6YO7yN8en0uzlw/jvxwpALoW4jJy8fKKyDUpxjjzsXK7Y9kD0IcLpyuPIwVwv34T5n7fGSVi1HDt1BQvJuQ30OgKgdf9SCerDiU59lCSEJsqn6rjVGIHV+KsTFuVz8m7fgGT5VHujjXTwIdClZg7VuLd+M85MvVHHpHW9OfdE0b4DTP9dzx5fQmkyTX7FvB1m/NZco7c+xzd2VC6o4sCdnRfIdbfO7l5dUsP2sEuQ9eQvaLd+C+qrle2+c+3HkdD3xxYNR5F0OL7sc7fX6r2pD+ft/im91GvuLr9b1LxjNgw8qYX2sQK793Xb99omu37veOnMvZLb8nxusAdVG/83T3e3LrdmitjuuufsfoqN/byk/LOr9jfm/9Ou/5gaqIA9gI/Aw4mcio//MwZlVS85XBiNvCXVwD2S7IKwC3B6tPP6ycfMI5hYQLhoLLi3h6N6xc4nR4CePH+Jzsrc1lb8DL5yXFVAedVAYdbK81+MJhNptd7GVHXGbJLcqdziTrIEJW5OQNK/MEyqBiNdlrPiP8WTmb5h5OVe3y2GcA+L/SV7k1OIYsT18AguEacl77P2746HJgTjfPHt8VVwY9tQqe+k0HtRsHIE4e2/0w99bdQba35aTPrmk3UbXpNfJHvBTD3MaORPg9TGyXMe2M15dvHQ6sjKl+PfH1e3xp2+/RqPd8WP2ewn7vmXV7/Om83/fTMb+/0OrxPX/UvzEW8BeMWY0xD2LMAxqkJhmHRCqxHC9k52BycrG8uVjePIw7F1xecGaDfWcpjv33S1bATVXQQ2XQTXnAxe6AA38Y+mYJg3NcTHAN4CAO4SDanky4M7hd/ZiccyEnuw7n5P5ufnrw2siddriGOt82HDu/JHv+2/jfDrD8/SOZuWYSFXXxuccLBHcQDkUmnLZMiPCm1/jPPd/iE98TnTxT8zvd5CwLuOHCw6ms+EWL9OWnHdfkvSGEFaomsPZZ6lY8is+/vcn2rKFn8PYhF8Y1r10mAX7PofNrlkejK15/dWvvmGhHI3Z+Tw02XHgIlRU/a5Gufo/QE/ye+nV7KhBZpTC6350sP+3EJikd8fvYnNbrmZ7/RDXCu4hcCLxMWkxj0MPxeLBGjsJ4IxWYcXkI5/aLVGLuPMTTu6E5SMSFQ1yIOBFxEdjdi5UV+ewOCHsCBl84xNcGWVx9+kyyB+/GCrgxwYhtc3/fvWwKLgblHslkM5GJBW4mFfqY2Hc3oyZ/RTBYQbh6I55tC3EtWkD1omJWLDqA4UO2cc3zA3jqrPiP1fNVrWHfrSX8cUMuZ+bdwN/PnMuga3Zz2E86snJKa4FpR7oAxIowo176Al76grpZI/FPPAb37vUEx55JTs5w5p3k5dDZ7zbsnfPeg7gvqF9X/hMqK35G1tpZlNzt4N5PjuCXp66E+dGVkkoC/H7M43u7lcXueP3a3mN5LjtGn1UbdM/vqcGol+bDS/OpmzWsFb+/3bCv+j01/Z7Mut0/8Wjyh/0r7vqxIpb1e3a2r1WddAlU/xfIBUKI+Ik0/xuMKUhutjIT43IT6jMIKysf48nFuLLA0wtx54PYFZjDhYirRZ+VYE02O/3Cbn+YqnAQH0H6ew1ZN4zEMeE2XI369/D7y7qcx8LsSYxjOpOyChhfGGJir3JG9y9h8OjN5B+8HX/pF2SvX4D15S5CVha55zk44r5vNBzvkI/aOHvXOSjnElyeXvj828l65G9s33ECi/8zh9Bpt+N2RtZOdnhaX2ouQrR+fd3t29S9wNZzyhZC1qlQDG47bdoH38b3x0/J/lUNd464HvcFDzfsPz73XMxvn8P71/o77wX8YM9R3cpDvEiE3x1vt/edt053vd45OtYnuZ7Y+D31UL/3XL8ns26P3A/2nEC1nlj4fXJh63fD6RGoGpOf7CwojXC4sXKLsDyRO2zEhbjzEacXEVdDJda4U7lDXIQJEA65qAkanCJ8faCLYbl1HD9lKaHCyXik+3bN9gxjlOtQxrv6M6FAGFdQzdi+uxk+dBt9xm3GPcXCGjQW72dvUvHhEHIHu7Fu+RXurAHd1u4It4+3sMJ+vC/8hrrqfCa9dRSSc0nDxQ9g2u2gG6blk9OuBprdCVCbBiu+TS/z7zP68MetO3n1mFpGvnIqvX/jAWoYkB1o2O+xiVfxjXmjcDiPxl/8G/YsHU3RoWvwXzwaXv+4G/mJEynq91T3OsTK752lo8F0927O1O/q98Z0xOuWiW3f3Piz/xrqrt8Pf7z1QWw9O1AVGQv8GRgNLAV+ijHb2z5IiTsuL6b3hEhl5fQC4LArMaDJXbajWeUU9GVRFgzSz+Pmu19/j+ybhxMunIq735HdylKWu5jhnumMl8GMzXcwJj/A2N57GDFwB/1GbiN38k7MuFEEBo/HengeFVsmUDCwjOBNV5CboIrsmOxrOP3ap5B/vUTdpnz45a3k2B3vG2OC+xKSn1h3D8gfNaPh9dSZYcj5gINyLmNx7b+45MLXuPb38Msh3+eSRfsHHPCTh+n37LVse+1A+nzLG9P8xIwU83tyvd7xJ/ep5/fY0tTvQM5HHJRzifo9rfzeMTrqdX/J+zFW7lwLR3foqt+LHZfBs3DQga03gPfsQBWeAJ4mMmTuHOB+4IKYq4hMAR4h8q2vA75rax4AHIQx6+z9pgH3EPlc/4wxb0Y5VxHwGpG5biqBb2KMD5EZwPHARRjznr3vcOBBIt0ansWYx2NZLJfjyja3h6yn2tx++KGtNc9Iw911fUXW/A4b9ldilglhTBgr7MfpCdLL5aZvlpA3ejuu8V0bZViP1zOEYe5pjKGY0fkuRufVMaawnGFFuygesY38sVtxjC+kbszxhAYcCA43K78IM6R4B3L7peQWTO6Wfke5of+N3HLcXAJb+vLpB8dy5Fv9yY1SkQXqypE9He2/1TjQbG+an+QMvpr721eoWDWB3N+vBuCW+b79lRgQ/tu1ZN0cBBbAiwu6pZXufu8pXod4+b2jdGxKndix/9yJ8nt3vR45R2tdq9TvnaEzXs964b8JyVOi6Ijf61m8pPW5WXt6oJqPMY/ar/+EyMI46azBmEiHIZF/AgcB5wF3N9vv18C5GFPbxrn2AsdgjIXIbcBZwH+BG4Drm+17J3A1xnRudt1kI84mHekbku1Jn1vcZQcrCZfNx1mzm37Hr+FBp0VWXi2cPKWLGXBQ4B3PUMcURjn6MTLPyai8OkbmlzG8aBcDh5RQOGYrrvEOQqOn4S+eiiN/JC6Hl0enrEJkMFNPmEtWAiqy4txjuXvESC669ElKl4zjsocu5OnrZpDb948t9rVMCOeSJ9m3p1c7Z23rh7ij+8ebiGbV2iFYQScn51zHHdO3s+mKjYx4xkVuv2MA+PC5c4DWpy1JCZLq957jdYiX31OZptddx/yemtNSNaB+7xBd8fqs584D/h33vCWKjvu97QcjPT1Q9dpPMetXM8hu8t6Y2ASuxjSe6TsAbMWYUqTRIgoiowAv8CIidUSCzhrgdeBs4DLAizF/bXQuJ7DW1ihpdj43MBx4GJFc4CaM+Som5YkzIg5czqbTizSvvBoTDlbg2b4cZ0U5dcecRP63T8fh9OKIMjlwR8iTPpyedTLD8mBYTh0jC8oZ2nc3/QeVUjhqO+6xdYRHj8M3eAr0moAnq4i6mk24/3E/SyuuYXxBEPdtf+6SdkfJchfzowHnceMxnzLgO7PZ8uBkxs5YSu9sC37VclqasBUgtPbfbLkjn23+jqp0dbL0xE1llT9qB4Frr+Tlh3ozoOht/HXbYMBs9m2rIaf4VI59ei9MTFh2ukQy/d4TvA6J8nt3iOXNWutPZ9Xv6e/37nj9p6tj3Uc10a0HTYmV33t6oLoTuLeV9wY4KWZKIucAfwC+Asqj7DEAGA9MJdKE/yuM+SEifwAeBfoAp9vnOgx4CPADf2lFscg+1xigP5EuBefFpjDJo2bXbHLmvQE1NVAXhJAh2+vCDCom3Kc/4dx+ZLnyoq5g0VEK3cIpxbUMyatiSN/dFA3aRcGIHbhHB7BGjsI/eBJWn/G4vQMjI1Pn3MO6O8fwi7mXc/LAID+8+l845OgYlno/xbnH8p0+U7h82iJGXvYUZkAxz95wEtesehKAbT/bhKf3/zY5xuffjvej+1l1zxS+O3c4fisWk0PHp5L6x/hruGFN+/MCHp59BRcN8uIc9ASO3KFsvuCdSCVm8/PpvflbCYSHngDMapTn5MwH21Xi7fdU9jokwu/JaA3YT1O/R/NmJH+d8/sH8c523Mhkv8fC66t8z8clb7Fiv9/bDnY77/e26/aeHagac0ICtV4DXkPkfiLN9a8026MSmIcxtYh8QGTKLID3iPQzvc1enACM+RI4BJEfA9cA/xdFsQJYaTf770akZaeWFEWQVu+wc2Y8zT/+fDXrq7OoqIN9QYvjBwT5/p3/ou7Qq3B5enUrSAUo8AQ4YfxKeg8sI3f4TpwjwRo+Cv+g8Vi9RiNOL64dn1P6qz2U7urHy+vP4P7db/DiAb048cmduCc/0C395gzIPYLTvdM5fXAFR05cQb8pz2LCDt7641mcu+gFYC2X9v4+T7z3Ja5pNzUcF7YCBDe9Bo9/wSMvncPPNs+mJjCrdaEWNO+j2tljOs7B00fw5bzIxLZXf/45WUc3XXPDIblcXHAl5w3bx1/XOfjC9zTvnleMNXYsPxiynaf2NA1GHip9kL9xGM8e3MZqgilCMv2eal6HRPu98QwXiaNtvzs76Pf9P/bq946Ran5PXt3eHTp/vbT0e9PVu7pavz8/fVOH9Ht2oCrSfOCUAcqAxRhTFUOdLIypn19hHxBtZtq1QH+7o85BRJZ1hUjf02eA6xB5mcj8rnWNzhXdNZEBVtWI5AC97X17FPXL1NVjTIjwpj68v9PNYrOOivB2aoNleHZfwPfrQuTkDI+Jrje/lmEnL0CGFhAeOgnfgHFQOAanuxfeV3/N/IeOZ/muIbyydRTzWcS+4HLenn4wB785FE+vs7ul7XEUcqz3Esbne5hS6OfggdsZN3UV+Uc8hn9ZIfPnHMGP3j6Kl/Y9BPwHgCcnXckFXw7ElbO/IqutWU/2m39m8QMncvvC85lV+0gnctGVOVS796RS2N9txXnkz4H9gzmqbukPt93MPeO3csmyZ4HInII5k1/AffQOoPlCcpG8WCbE9796vIP5Tz7J8HsyvQ6p4vd40fpTnuh+t/tdt+v36Et07vd7zyDT/J7eXm+b2NbvESwT6lDrG/T0QDXS97M5fYCpiHwHY2LVhnIaIvVPSNcSWQnrBeAYYCwi92DMDEQeBWYDFnAVIkOJzEZwJrAC+A0wA5E/2fvsAS4HQORvRJ7UnoPIPzDmEeD3wEwi39N+p/cALBOCOXcSmBEgWJPNvvLe+Gqz+WjDOcw3q6gMbee0rFM4enCQQwZuJjx2fMzMKIVu6k47iXCvkUj2IFyeXoi4cL30E277yVUsq7BYxGq21cwG4Izc6znsw/FNRiN2lcn9a3j71ieQEUUEh40lOPAAHLnHEbznbgbf15t9/tea7H9dvxu5aMFwvPY0KZYJEdj8GtZ9C7jz1Su4fcsTje5rukL8g1QAs287my96gKHHLyJ4/T28Mu1bnL/o32y48BA8d36XgG8bv9v694b95z35Gu5vtK2759o/dTtfiSJZfk+m1yEV/B7Pm5jW/RkbvzfNu/q9fbRuTw7Jrt97dqBqzNVR0yPTOr0AHB4jnRnAjGapLZduMebftByyd7r9/2X7DyJ9WJsf+0Pgh83SPgKO7Wx2UwFjwvhmBLjnxXPZXiss8pexQ9ZRVfc2geAOwMk5o6v51k+fxwwuxjfxspiZ0WT3QYZ+HcfOT/Gs/gCxLKzPtnPm7y5juSxjR83+SbSz3MW8UDY6Zj/cUlyMuf42gqFqQrVbyZn3Avd+70xu2VBJpHdIU+79YhverMMACIZrcMx/iM239+FHc85gVu0/upiLzvx4x6bP58K1dYxeOw9ehtIlD3PWL7YRdBXiO2Ii4Tt/QsFt+xsEJudcyKFXeYi+Asv+/Az85+qY5C0RJMvvyfQ6pIrfE0/s/L4f9XsHdDO+bk8OyfZ7zw5UW8OYzfao+YxlwYKNMZlLr6tYJkRgXx6bamCL38dmlrHPtw5jIoGI29WHPt5azPBhhIqKcbjyYqYtDjcuVx6lt6zn5rdPoixYxwpZSHmUJpaVZw9uuOONibY4qasr48KiTbzboBe9aWfF6ceSPSLSe6UuVIl75u94/47juHLldkq73ByUvGZyt6sfe1dNxxp4GLUmhKtkHgXFzzRsv2ngjVwwcisHTF1Mv0eircvRNGh+dsrlnHb0ZxQ9vL5d7Uz1ezK9Dqng9+TReb+3PQClo35PttchM/3e87we29H93a/fm9KZ+j09A1WR8USmkVKSSOn2gbzln0OlbzWG/dNujM89l9EMZPLoL/FNOhnJGUSWpyhmuoLgr1zGoq/G85b/9SajDRtzZt4NFP9nasx063FunMm7te2vFz3k6cg8gnWhStxv3MqLt53N5SvfJBSO9QTnrRHbEfS/HnwhnlGHNgy0OH/6HvaP2Id7tk6mrrwWZ/VEfNfk4j18adTzBD6dgtTWYE48FpETWLzhWQ6a9WFM8xoPkuH3ZHsdepLfY0vn/b6oxTnmHH0Wh9+zXv3eQZLt90z1OnS3fo/81sw5+twu+d0R47IkFpHXEXmt2d8nwFvsH3WvJAFjQlRU51PhW96kEgMYI4OYWOik95BSvH0PJSd3dLdH+jcn5/0n+OHa8lYrslemfYvnN7txN5sPMBa43vu0ze03DriRfTsuJ7fvEQTDNbhn3cmLt53Npctf6NEV2WXTFzQZDfzyY0832e5681e4H36JcO+RuA79MVWbLuSvY64D4MjsKwk+m4Nv0VFkHb2K31x9FpYJ4RAXU2ZeRWXFzxJals6STL8n0+ugfq+nfb9/g7+OuQGo93sWhz6wm6yjV/Fb9XuH0bq9I8R+rtTu1O/1dNXvPf2JavOZew2ROU7XEn2glZIAzM7N8IdbmbXl0hbbRLycP9TPAf1LyJm6CyPxaare/PxkNle/F3VbYfYkTvns4Jg3g9Zz/9+uobUmock5F3LXxsFkew+LXKjzH+L93x7D5SvfTGDH+vjMRTr0xmYLqOXnA5FF2nplT+G934/HH3Zz1mEvwqmHkD3sHH7wFfyAY+wDTuKfE+YAX3DXtof4xZ7ryB4Q6cvlvyc+QVYsSLbfk+l16Al+jw+x9Psftj3ELXuuw//7mbz03klcdnXqrk6UyX7PVK9DLPwOj3TR7z37iaoxHzX7m4MxK2xXRJubVEkAW0qL+P79l3F3SfOpZqHAO4orvv8Mk/7pxXfhL9tc0aSrhINVXP/uga1uX3mBM24VmRXYw4/Xt94HafF9r5LtHQxAYPNrrL29D1eu3N5jm/vrGeDuT+jYpo0YX/zxkIbXP+x3LKfPf4nzF/0b9+klzDz0dSAyyKDxFDfXPhhpSjoy+0r+2Whebu/P/Hx45DlxyXt3Sabfk+l16Al+jw8d8/sLnL/oOdynb+uw33vfv4VrVz2pfm8Frds7ipNYPk2NV/3e2O/jcnu1qt/Tn6i2hbS/ixIPqq0gn/u3URfa2WJbyAogOWAVDsMZwwFUjSlfA4sDj7a6vejQ7o+uNZio6ZtXZQHVrR7nP/kssonMpWfdt4AfzTmjRw4kaU7x2Fo8rsImabuq8wH4z9Rvc/P6pv1Rz1zwIpXV4/BkD2mS7jj5d4Qiy2LYA0b2V7aBUGqOj0ym3xPhdcu0vqyj+n0/sfH7ftTvLdG6PTkkwu/GtB6y9ewnqm0T3W1K3PFbe1lT03w2rwg1gfXcetv1zP7aLjyP/LLNH8GusjVQ1ub2wPY+XT53/STX9aNbm7MnvKvN4yUcIGwFyH77L9z36lk9YrLnjuDI7tci7eSZkYrsgp+9iESparLWvovbmdtq/7Ve2VOIPAGO/J1w8ZsxzHHsSKbfE+H1YLDl1Dv1qN/307rfIzdbHfP7ftTvLdG6vT3q68vYEr/6fT/5vVuvZ3p2oCqyDJGlUf6WAfFr71K6xV3bHuLqNatZN/OIJs0CieKVt07t8rFhK4C/dhMEW7+zbgvXi3Oo2zaTBQ8cy+1bnmljzzBNK53UXuPe+Ha3SMvtdwxVG84ldMDBPDB2cIvtgSHT2jzn5i1NpxB2/PjB7mUySSTT77HwurWz7QEkbdFxv8ebcBf+Wm867Zjf65tfI+friN9H5Uam3Z51+Pnq9y7QM+r2nke86vcxuWcCEb8zcFir+/b0pv+zkp0BpWuELD/GFCRF+8oVT3PprPeRU/7QqePCVoBQsALnrqWIv2uV2Xsvnsmxuz/l/5ach2Xe6dI5ukfry0J2h4Uro38ejuLjeeWQhVz04BdNlrkYl3s2uf2OiXpMPbl9jyBkHRHLbCaNZPk9Fl7PWrugy/rJ9zt03e+tH9dZvwMd8vtXVUcA3+psRlOOnuz3nlO3RxvZH5/ByfGq31dXHUH92klyaOv1jBijLeTpiIjsBjbHWWa4MaZFm0CCtJOtn6naUfX1O09r7WTrZ6p2VH39ztNaO9n6KacNPT1QFakiel9UAUzSHtkpiqIoiqIo3aZnB6qKoiiKoihK2tKzB1MpiqIoiqIoaYsGqoqiKIqiKEpK0tNH/Sut4JFs43Xkt7nPuGltT8i8aOGONrdbJogx4Raz9BYV5Zlhw/sS6T5sMFYIh68CgkFwOsHlxjgc4HRjHB5EHCBOQCKrNEjk/kmardkQDtfiX+dnW40bg6HGlJdF63xdVJRvRoyIJFt1lSxatqfNcrSG25FHDtlkOyHHFSbbU0dWkQ8rv4itm/dQtqcuStn3a69bVE2l1XJaj87icRQwsW8ApyfIwu2R2ZJNlNmRG2svWLCx0zrTJhfg8PbFVJewbK2boFXVZPvBE3NZuCoAhFp87iKSqD5EUb/zdPe731T9P3vnHR9Hcf7hZ3avq/diyZJ7NzYG2xgIxQZDCCW0EEInlEB6IZ1ACAmBQBIIPUAoKb/QIRSDacYYjDEYN9wt27Kt3q/f7vz+uFO/O91JJ50k7+OPPr6b3Z135u67781OeQe/9ET9zgdL6yLg4bONzX3ea6NT7y6k1HvZTqbeh0LrALr0RvjOR7feY/Ht2z9ro2WQtE4EH3co6D3cfQ5GQ3XUYlPSWGg7N+o5r605OurxdPtvoh73+CrDpo8ty2blqh8BIGUAzVuHbdPLKAcrIS2dQH4Jui0FLWMM0lGEUG2o5kyEYkJVbIjQ/tA9t99zNq1j81lb+MmaIjQ0PnQ/GnYVYnl5HqvX3AKAf8MD2A/7MGo9eiMoTT2Bw8UUDsuC2VlNzCjZy5jpO7CdUoCWW8TRXw2fZ1fbf5qwip/tfjBO2725bfyFfPvBNxGtzZjPaiRS2Jyutk3KRXFaUXllbjn5T9wABD9r+5P3UPHWEZgtfnIn7SXtDx2OOcLqz/6GRokes7LHuWFtj3a9f+Z5LqztodC6aftGzOeG/85Hnt47dRab3qP9Pg9OKKDu9Nb7UGgdwOXdGfY7H+16j8W33z5hFb8YFK1DJB/X1f6Z6R/yStsDUXLuec/E6t9j1Xs8PjtWIoeDM4b+DRKPtwmx80X0mo/Q/E2gudEd6cisHLTMHLTULHR7FtKcijClIlQbQjEh+toXWgZw+yw0imbqlchP0gfWt+H/w3UAmGddG1fRLaZCZjvO53jLNI7J01hUUMPhE7dTNn8D9mMCiOZGxGvr0JrDb2+4/rM6XDf8DF+gmR/d91JctsMx2/E1Ll3yFp4FV6DnFUY9d+3a3ZiUi3C5+hNFROM3y47vCNCdkjkH5TuPMP6Fb1H63+9iPresH3nGylD84A8iQ6D3gAjvxIdC6w2vFkfMI9l6r738th56V/v469xEI3l674vhvbnHaNd7LL79J0Osdeiu9xf+9vc+zm7XezuD5d+jaTVWHfd9ntFQNUg4wtmGee0qLHs+B3ctBDxoqVlouUUEsovR0kvR04oRtjxUUyqKYkNVbCjChBAqijD1etpux+03Uyf2Uy/D924BHPTXYv+lE5Nyacd+wkJYopY5xTqB3JR5HGs5nRMzcjmuwMkxJfs4bPpmxhz9OaZjsvHMXYx39rHIpbNxue1h8/HrraT/6SAOy3cxn3owxk8sMrdMAcc1eTgcZahH/Qzv+1P6vCY99Zf9svX32gfx+cJvUWia+x1aK86JI7dYHFi4c4b5j3QYhkLvAXxhjw+F1j/fOCNiXrHpPfbvNF69Fz2+kfTUG+n9w9w3idX7ocNo1/tw9u1Fj39BeuqNmC+LdWvaznsisXof2s4Fo6FqkHiEAJMKigKhvZ6lakW3pSJ0DbX1IErzXkT9JvSajwg0f0Eg0NYxJATgCzTjOrAM36aHcR1Yhl9zgh7Ap5vw6m349Ph2D5HSR9XlU/G/kIXDWt7tWJptEo9Pnc9i0wK+lKfypYJ6FpbtYtrcDeR+aRvy2Jm4Z5+Kkr8Qc/kZmA+7jlZ/+KfuSDw9+0KaG34QNj0SN5ddy5evfQY54xsdaerRv6DIHDYmckR2nbOA5qaf93meJIAeaMO7/Sl8mx7G7dnf7bi19Mu8dsRQ/HiPsMbqEOhdSj2S9V4kWutvH+i7t6cnydX7ETQ33dArfeMpX6JrgzYWvU9yZMVlOzEM8xGGUa73ZPr2X5d+qw9rXbfVDhJd750Mjt6jaTXasa516FvvxhxVg8RjsaCXjUPLzEfoAaQCeko+OmA5sB7T52uRTonW4MDf4sBeUo/nvK9jLji+40lbq1pJw4+3896mWZwwcz2Zf1ZBtdHstdLk/oL+NGaWrzmSc76/g4OVc1BSSjvSFcVG8zcfodE7n8nZdYwfu5ecabtRTyxCc8xFrdyN+bDLMakpHeVr0vxx2T5v/b8YX3oq3venEMgdg2XXJlxHXUhK5hzeObqNEz7sPpTkud2GfupG9DeVXkNmNjV2Jw4w/tnV8OxqAFoqL8ZcuxP/pNNwOMp6ze1zLL8X89nNoXcraW66Aev2Nzn4R4W7Vi7kF0s3wyexWI3FgYU7Z5j/SIdjSPQevocpEonU+ssN1XF/JOet/xflY5cmSe+fwLOf4HtzLJ5px3TT+5oTbRz57hsd5/ald7vdHXfdRz2jXO/98e2J0vqUjDbYF5f5GPT+Wse5I1XvRo+qQcKRJjOB7CI0eybooQalORXhKEL43PgrUnBtK6J24wQq1k+lZXMZamtVt+EgtfkA72+axX27YMWmWajNwac/V8BEf3vcLtr4JPbDPmT1adVIPYDdNga7bQxWSw65j/+Qrx63gplzNlBw1CbMh1sRPi+8uYn9/xyL6f27upXPozdGsRSeXc7XsB67FfPkbyBOvZ2UzDkAHL3yTFw3BzdRuzT7enzvTcL/7RsRL3zO6b+6nJZr/toxt8gXaCYQfmFkTDiKl2I+7DocjuCcpID+FO5b0wGVW8uv6eLEYErKmcib/ontyM8Y98xa7qm6l5aGaE/cg9kTOnx7WYej3hOp9U2uZ/v1uVS0LUuq3i0n7e2l97lvfwP3rSkAMeldCxh9OT0Z7Xrvj29PlNbrvdY+LEWe4hJZ77H796HTe3wdEsZdaJB4FDN6Si66JQXMqSBMCHMaQrURyBmLdfpOzK0HsY2pI7spBcUSQH1lL7r5baRXRXPaaN41hs8aZlOt7mRlzUQO/9FuLJbPeeXA4QMqmt0ylh1NWRzVsBHtgd+hZGhoh89Fzr6CjBMOgklFHzMVsX0rrrcs7Pj8GD6sLGPLhVYun/4UB5qzqGyLHhqmL9x1H7Hnkm38Z9MMbjj3Rcy3/YgHn/wa8DB73V701AxsT/6ai/50DW+47qPgUeDRqwGY4/g6ZiW+HqZutiueI21854raVtcfybrRAjgpsHs70v8+7TLOXzMeRT0aT/GNNKyfQO6RW/GcNwFefr/f9iMzGKtIh4hhqvfhoHUYPnpfv/RExj2/NC69L3ikr4ZDLIxgbYfD0HtEBqr1X00akHncFc/xny9n84d9VbxwjCtJeg/HwO4BYwvVUUq6mi/7DGHSNvBwPZreO9bd4YePke+tuAaECUW1AaCoNoQwoWseNH8TUvOA7gcZwPH+U7x164msq8ulxqNywA2tAZ1P5QZqPVtCueroug9dOrtY0tZKKY/oaT8Y8637TWE1F1NmmccUMYZrp9RxxGEb2LR5KqUFVZQu3EDgvBNRnfUEskpR3I3U/rqOjTsnsqo6j/fq3XzofQZdb2WG45xQD5MWNuZbONt98cOi6zixuJY7N2dw34lfMO7YT/nOnVfwcO29vc69qexaXtLuY+2+xMW6m+O4iHWuf+P8VTYpv2vgFyXX8csdE7FacjrOkU99k8qXZpN97+FkFDzQ63PvT727E6sjC/+dj369x663xGsd4rnX+iLxeg9nv71XTu3xOtggiFXvX92+m8/W1fTzPm/X9EB+pHt/7kOhdQCXd2fY73z06z15vv3n33sE6w89Ue61dmIvx9DpPRqx3APhP3c41HtUhSgG/gdMB1KRMoAQPwHOJBgr8jKk9CPEN4DrgQbgQqRsQYgTgVsBD3AxMsIydCFeBI4DzkXK5aG03tcKMRN4ABDAt5Byfah8TwE24MaO62PAjYvPxbqo55iUh6IeD+iPRz2+4MhfRzgigiFJujgyEVrpqZhSMZszgM44etL+HFXOVLa0mGjx6zT6/bThpU3WoGnNSGJd4dgbm6WEsea5TKSYCWkmJqT6kAiq9xcy+7CNpE3ahzIlgwBg2rkZ7ZNt7N84iXe2zWFVjYN3fVvZ4w5+7A5rOWvf34O6wYT5ssQNRd918EH++Gg+Sw/W4t6cx5V/vIJ/NvZ2ZK17z4fcsbx0uC1htgE+uul5mr6YSsrvgj8aP/3E3c2JaXd/E+v3PcDH8MzHCbXdycB6nAy9D6bW+3//hWPo9d5dW7Hp3Q+sJTFTThLbmzoUWg/mESk27WjXe/J8O59PAT5PkPVgPeLy7wmla+N0YPfAod1QDTY8FwPPAyBEHnACUh6DED8FzkKIF4BrgS8B5wDXAHcAvwZOJtjI/TnBhmw4rg1d05Vw194CfB3QgfsINpZ/BvwKWE+wQR1zQzWpCBXVlNrhvDqSIwR6xu1ij9PODpebM4tMnDN3HbV1OXxzzRw2sB2HtZzLMk8jxSR5tbE6hjlzCum2KZQqMxmv5DEuVWV8qo9xaXWU5dZQWHKQjIn7ME1RCEyYi6d4NkraOFru2simz2eytT6PSqeN93w72NPW+ZGfbDkV09yFMBdmfr/nV9o/ilOO5Q/l46D1WfQmgbc5hWum7+GfH3Q/78sp12AdMx/9k7+i1fd/KDQcrdtL0P0qix1X8dt5+6m4ZDflT5pIyTsGgHf+eQbw34TaHFUkVe+Dr/WdL/2NCc99lJCPauj0HvmHcej0PoqG+7syyvWeTN/e9mRf0WxiXUnfyWjw74d2Q1VKD+BBdPQ2zwfeDb1eDlwIbAY2hHpblwMPIYQDcCNlK7AaIW4L3aWvAlcAM4FTkfL7SHmwS/6EvTZINlLuC52TEUqbDXwPKSVCtCJEWui6YY0QCiY1pVtapLh5AHi8HHSr7FErOCw3k5z75lK67lVKz/4KG4B88xSuP3w92fl1ZK34Ek/WfBWNANucL4TNLlVkc6p1MQV2wfhUHxMz6inNqSW/qJqM8fsxT/KhTZiMe8xMyJyKxZqLvuMZmqrymPvmIhbZxgDwGxZyTsZ4Xmy9H4AXWu9HPvEw4pJH2NjkDGs7VqzmYn5QcBbXH/MBhV9/hZZleZh/sYis4qUsArz6GWz/ylPMfH0FAEuKdORHf2L377PxeRI5j0glbfwBvN+8lOfuy6Ig9zU8vj1Q8BYtlU4cxUs59olGmJZAk6OModD7Lnf4Z9Sh0PqE59YM+DMaXL13H9rvi956r4SCd4dA73HtwBbHuUPLaNd7Mn27y50P7IzDWl+9v7H693atxdKbHKs249FvdLuHdkO1N5lAS+h1M5AVIS2rSxqAipQaQvwQuB9IB06LYKP3tUG6RmBQOo51TiJutz3sG6q0HoQVt4Kug64jHSk4py4hJatz2o1fcyLWPYy6YQPOzwuZlenBokxj0tiPwD6VQH4JS4s11h04lnPSJ1A88X/YCus5evsB2vyl6MBtEfxJWbqHP50afGy1ZwSfUB3FtZgneNHHjcczZjp69hTMtkJUxQYf3sm+O7IYc0cm1pAja+fZ5oWYlPs73v/njgv5+iUwb964qB/BkzMu4eJNT/RKL045liuzZ3Lx3M8Yd9HjeOcey96fWhh79npE8dKO81TFyuRXLuXDE1IwKRpzfvQCFbeP5xtvl7HD+2lU29HpdB4L7JdwbpENtehRlJRS9pz9erdtQtNLniSgL0UrPR54cwA2RzlDoPdHfeGDmg+F1gP6431uUTp89d5JX3r/2bws7j5ISO9vk/hIE8Oz4Rk3o1zvyfTtB5W+dxV8YMoVXLv10QhHY/fvvfU+fDEaqt1pAtrVnB563xR63TWtsUsaBIfrQcpNCGEHliFlpMey8Nd2/t/1dVdP2W572NNa6eDdn87Bp6l4AiaK0puZ/+N/wemdjsznrGDPr9K59aOrmZ2l8e2zX8axsBn/tLmojnK8k07jur/cy7d21CPGrMM75zj8tnQWnrieRQeDT6K3nR3evnViLvlPXY+me/C7KrFtehlpKsdTMAk9cwImWyEWUypeTxWbvrISu62AyT/Zi5xwRdR6/WvmRZy/fnHUcw6fV85HH9+EIkx8dWcNPz1mAs+0reVU2zy+UtLAcfPXkHnWNvzlU1l+6Snc80Uuz/7sA/QL7un1MyalxuwHvQRyp+D+4wYOX9ZAq2c1kX5AD59XzsdrfgeA9uFtWI/e2OWoiiJSOC/9Us4a28Jfdiisdj/BG2cVo0+axLdL9vN4w4qwefd3p6tDhaHQ++s/aQ5rO5lah+Gm9y+6HY9N753cV30vdzOff82r6LPeg8/wbdQeqnofGq1Ht9+u98s//LCH3uP37/3X+2Bos+uix94YDdXurAGuA24HlgAfAduAmaGh/WCalC6EsCNEKsF5ppsBEOJU4AtgCUI8jJS99yuLdC00IEQJwUZq+126HiGOIjhHNR0pW3rlNwxxBUx8VpeLW1NwBRQmeG3Mr2sCQJcBApoT0VbJ+v1jec75NAF5Ho45tYhz/077c7TDUQan3k77pImO5RRdnkwhfC+PlAG8niqk+yCmhh0oTQ24jr0SkyUXiykVIVR+UPwpaWbJo41N3FI6g6knXNlnvc79/IQ+zxGIjmEwy/jzuPP73+GW/XmkLXoE75HHI8dcgfs3f6Xgr7tx+97jgSlXYP7l33p/hs6d2F/5E5aAhvnr3+Cs+3VaPQ/2absd9aif0fn5qLT+NB9+831un7KPr294CgiuBnXM+C/mow8QlG1vR6HLxC6kGY0Mhd7FreEXciVT6zDc9H5px/vY9N4bXQai9FYZwKGr92Rqvd1+O516DzYa+9b7xt4ZMnL0fmg3VIUwA68BhwHLgF8AKxBiJbAX+Eto1f/DwPsEe0Pb90W7leB4qAe4FCHSgBsIDvnPAO4Mpd8NfAU4AyEeQMqHel0b5DfAfwiu+m9fmHU78ARgDx0fEeSmtXLpcSvQ/SpawIQjuxlt9uyg2N6+mcp7iqmoKuaxXTn4A7Uc8DvBm8AFQn4Xpt1vYD6wG7mjiub15ThOKsRiCk79dXv2U+nSebH1fspTl/L1NaXRs/uPA/MFrujzsEJoASfOpnWoDduxfvQmikPDcsf1SEsONmHC460m7Y7OnX6+8dnEbtfrMoB3z0vof13LrS9cwv9q2vjQeTWvOvsehpQt+9lz7t8oPe4z/NfczvNzv8FXP/sPu845AsutV+N1V3LLvs6hrjX/eAnz+b235OuKRb2sT7uHOknVexK1DsNN7xfEqPfINHzzjpjqfShzqOo9mVqHROs92MAdKXo/tBuqUvoJ9pJ2ZTXwxx7nPQk82SNtOb1X4bc/lq2hvQEq5XeB7/Z5rZTrgWN6pFUCJ/ZVjeGGMjYbxz0XduwDjTAhrbkAOF+Ck9/OoKKtM+h8hbID6er6vDhATHbkpLMJTLWhLDax4dj/sVCYcDatw/H6/XznO1fyXiAYtL6ibRk2x/lRs9PP/QsN374VuexniKW3RT1XKGZs6dPQ0ybBW6+x5dVjmP6dApxN67A9ei/pP+m+j7TVWtDx2q85UT65jz03Z/ODFV/mTdcDAFz3q+uB3iFNevLpdh8Ttq+B56D68wf5ys8r8ZsycC+chnbrj0n/TWeH/CzHeRx5mYlg9DODgZBUvSdR6zAS9f7vMDl1LsYqfGxLmOMGXTlU9Z5MrUOi/Hv3Yfv49R5zvOsYz4uNQ7uhOooJ6E5qnAOLi2ZSLu3jjPBPa4pi7djCrSc+p50q36ZuabWeLex7by5jx3wbAlrwLy0V14IzSMk/HnflK9hWvAjeAL5Fx2GdEr1cQjFjNmd0PCUfecIH+Fon8J9FTVyzxQPci/+ZNNyLLmbKpF3sPusRJrzYOyTJm/Nf4oRzXmPninnMeG0P/A3a3NXYujig3nW3oCpWVKxoV95P+Wnv4tn5bzImvd7+CfCP6ZcyLrOB41a9zPuLXua4D7+KL9CMedktvPXbL3Hp5v1UuzrjIN64eCU3qbMY888NUesNYDbl0fjFPPTC+bhkANPBNaQXdz5jfb/oes4s38es2Z+S99D+PvMbKRyqek+m1oN1H116f2rmxZxy9CpyH4xn5fXQMjRaj8yhqvdkax0GqvfeDcf49Z6oxmd8DVmjoWowpLjbHHh8W7ulBbR6JjxXD891TqhOs41l18Xvk/Lg8dR8fzcTngtu//b83HyWrm7uGOoJR9e5RAC2391F4LN7uGbLJ50nWW1Y84/lznGSKS8/xUfHp3PEu1/vOPzeUc9z6icvwCcQnPURZGbeW3x8wS502fdwjapYcRQv5bHp73ZLP+/TwzCbMxCmN1m8+gV872/CXF/D0zeezuVb38brP0Drz/Mwn1sGuoZy+LcBWFfzFHPefCeqzV+NOQfL+CM76n/OEY10XbH/h70z8NW7UNum4b4iBduCz8Lm4/1gJsLlRJ7wK4RQjSkA/SRReo/EUGg99b7vxFTXkaH39b3yWHH0mSy4fWdI78cixPGs2/UUc94czLDVse3UM9IYDXofrr4dBuLfO7W24uivRNB73/ZjJ7ELrpS+TzEwSBx+b/iwI0E6HUSrZzvr1s8C4O3NMzvSH92eia554rbrLZlLeWrnQizz6bXYzN/lwo3BoZGFK17HpFza8bd49QsAvDj3a+w8+8iO6yrallG7vxAhYh/IuvjJdd3e3zxhB5+e8DRS+rln0jch4IeUVCbk1LLxy6V4Vs/G8pVcbPM+4Y7zFiClhiJMzFx2Gc3VV2FSHBFtXTRvbTdH/szD3XegMb3yS8wPPouWNQ7TkT+itaL30Jj7s0VYj96I5aTd6DKAIkwE9Kdobvo5w3k18nAkGXpPtNZVJb6doRKtdzWhej+Hv0y8CoCj7Jfif8rKkX+rxXr0F9x0+Vc69D5z2WUhvRvEw2jQezJ9e18PJ/3x73+ZeC0Qi95viLneAye+3xGjR9VgSBlz+Bd8Y8X1bPDW0aI04ZKNEYexzv58I7+bksNL+ztl+rFcx80TFVRREZdd+/plVLTt7Xjf+tN8LGfkMPbkDKqd4XfdyU2Zx6mfnIx3z0vwHPhfKwK3C/fCcuRXYh8alKbuzvu5pj1sXFvGg1Mv4YrbniXwpVsxqynMO6nznLsnrwS+4NcVD/Ddlh9QdelqHvtsDr+8+AUCuiuirdLra7snpKUBwfMz7TNZ/rspeDQzX5n/DCw9AvvYMwjoZ3S7pGvMTF/DZ9gLgvOpPLd3D/IdP6Mj4Hk8JErv+2tiD0KeaK0HAn3tltOdROtdS7Dev70Nvt2xHOBEHpu6AljN7yvv46cNV+H53TKeXX4iF13+n7jqHR8jX9vhGA16T6Zv74uRq/do9O3rjYaqwZCgywBSavi/fSmPLlmO8LgRAT/oOqtvPY1jVr7S65pWz3a+t307ALvPnUf22INk3PURd0RwPtEQjfUdr33aIx1PpftbIcW6F6//QK9r6pxr2f+1+xj3zFq8gYcQSnCHHKvupXpj7/JGoukvnZPc/S/nIU4L9mJ6tz+FPJCFWU0JTrYXJtSQjW8//BY/PAFuG3cNF45180rbKmAVt/0B5haGv20LzPkEjv0hXV3n6j8cAQTL+t28Yzn1k/sBDU4FuIiA/lQv213JCDVSAWw3OHnnqK9ywofPx1z3Q5XE6z32YeBEa/1PE9fGU/UB6/2isW5eHgS9vzLvZZauOb2X7W/e+ybXnRTscXrsaPj+jr3AP/jmDTA5JTOuuieW6LElhxOjSe/J9O1tv8gn9fc1YW3FpvdQOKwRqffIGA1Vg4Sjextx730JPXMC9rQp3YYq7JlzUI46otv5E/5zG6yMnmd6biP2cdXRT4pWpjFjaY+d2DMUSdsjtZgvCX/duGeCP9Lt+1hDcH5ShtUbs21XayoA/5h+KeK0YBAHl3Mn+n1f8OArp3LlJ5uwpU7sZkM57jcEQhFdftZj4YPm6766tJ3iSa5ec3dr2tIAeHr2hXx353p6/gA427ZisZd0SwvonStFe+5I5A2Etx0b8fQijZwep+Gm90Rr/ZTxO/llRez2h5feOzlt7TM0t03upXdl8S0dtnsuMpIyYbFIRg2jXe/J9O0tewuB8A3V0av3vn29MUfVIOHs2GzmazNy2X3eGtytwYn1ijAhhBo2Xp3m77vxk/PALizf6X/vgnrUz3DfksaDUy/vdUx+44EwV3Sn6sJ7gGDPgf/z+7ClRh6O7EneE6czx/F1vvGr/wNA073YX7uTv77wFX6442GsO99GVawRY/kJ0X2OoCknwupze16vtMXLgo7srBueRYS53a3b38CspoTtTQ3H8efF3ttwqDDc9J5orU89Jr4e1YHqXRHdp5gMXO+d+5j3pfdM+8yOc0EjLSvywp74GBk9o7Ew2vWeTN+ee2nkHdLj8+9Bzceu9yCJ03tiMRqqBgmnVa/lVeeD3PTRVJSWio70SDerP0KPSX9Zu3Z32HTfVedy2SO9pw38e/Z7UfNLsU7glreP5uCFdyH/ei2mLz5HpIevi6yr6JXmcJTx3p5MtEnTguWoXMbavx3LzXuDYUW85UdFtd9UdxUXZwf3gGj4dhkifUzY83R3ba+0lLxjaN11JoFZh/O3SWPo+fTqLZkb1XZPlB/FFvPvUCKZeh8KrZsX50Y8fzD03lh3BZcmTO/d6Uvve/Yey8SU0zoTCsdGPf9QZLTrfah9+zeyOrWuLL4l4rnx+fdgoz8evb+54KvDVu/G0L/BoKFJCfrw6UlIyT+eWxdYOSI3OHcHwOur59s7P4x63UzlaMpTAlRX55Pr3oGcMAHdVhn23E/3yG7DKUUpR/PV1Dl8uaSOjQ3z+cETv8fWUMfB1pPIdkzllSNySck6ImxeHeXOOoLH6uAx5gcTjgy/veBnm8MvelGKj+P5Iz7l3HtXw3E98s47Juw17XSdBhA/nYHUOyfMd00bXQwnvSdS697yBUD4wOCDpfdH6uCRhOpdZUrKmX3qPSVnIVtaFwLBuYYLItgOEm0RSM9jht4Hk5Hs2x+vh8fbtR6FeP375JTT49a7ODK+0ZPwJH4hrJBSJjRDg+GBEKIW2DPIZsqklL3GI4bIdrLtH6q2w9o3vvNRbTvZ9g9V22HtG9/5qLadbPvDzjYYDVUDAwMDAwMDA4NhijFH1cDAwMDAwMDAYFhiNFQNDAwMDAwMDAyGJUZD1cDAwMDAwMDAYFhirPofpViEVdoY6JaX0fHgxCe9vSIE52arcmxpdGlV+NKjHtd29b1qsMVXXRdu8nVutirLSwcWEqWtj7nbVZUBmhq0sHUfqO3tm6N/Nm6tFZ/uHhTb29ZH3le9nVYae33uZkuKtNmyol43ZVxd1ON91RugJVAb9jsXQvQ52T6N6OXri2Tq3R1oxqcNznfel9YBtm7wDdq9Npz1Huk7T6beY9F6goj4nY9mvSfTt0NkHzfa9R7pPgejoTpqsZHCArF4UG2slm+FTR9bamLFa4VRr/3mnqVRjzdf1PcN/fquO8OuQiwvNfPxstI+r4/GR57oYVeuOGN/2PRE2P7y3JOjHv+w7ulBs720ZF6f5yzX/q/X526zZTFv4bejXvf2E49EPd5XvQGWVd3X75WnA70fkqn3VZXhw4QNhdYBjh63e9DuteGs99XaG2HTR4LeE0BY26Nd78n07RD5Ox/teo90n4Mx9G9gYGBgYGBgYDBMMRqqBgYGBgYGBgYGwxKjoWpgYGBgYGBgYDAsMRqqBgYGBgYGBgYGwxKjoWpgYGBgYGBgYDAsMRqqBgYGBgYGBgYGwxIjPFWSEELMBB4CNGAHcIWU3QO8CSFOBm4EVOBtKeUvY82/lUaWy2einrNEnBv1eF/XR2JzfT5zH/9e1HPKf/lhH7k09st2rJxw+TejHrcs+yTq8QOyqd+2lxbPiXp82YHwIULamb+0ZRBtr+0zD7Wod5riC2DfVT9A29HrHcl2shkKvUvpi7NUnQxU60F299v+SNb7/KWusOnJ1HsaWX2GWhuo74+Wx2jXezJ9OwzMx41kvUe7z40e1eSxVUq5SEp5bOj9EWHOeUdKeYyU8ihgkRCiVxBgAwMDAwMDA4PRitFQTRJSSn+Xt17AJIT4F4AQ4ikhxBHt5wghVKAK6H/XgoGBgYGBgYHBCMNoqCYRIcQZQoiNQD7wCbBbCPEgcEBK+UnonKuBrUC9lNKbvNIaGBgYGBgYGAwtRkM1iUgpX5JSzgT2A18BHgCuBP7a5ZyHgClAiRBiblIKamBgYGBgYGCQBIyGapIQQli7vG0B3MBtwPeA33Y9R0qpAc7QOQYGBgYGBgYGhwRGQzV5nCKEeE8I8R5QADiAPVLKe4E2IcRJwOVCiHeFECuBXVLKLckssIGBgYGBgYHBUGKEp0oSUsoXgRd7JD8XOtYe++NNgtMBDAwMDAwMDAwOOYyG6iglllh7fdFXrL3V8q2w6Zb9zhji6A0e29Y7+ozpZiF6LL2H966MevyML7f22/ayA+uiHu8vybQtvT4CuyoGlEdfZQ+yI2xqIvTeX5Kp96HQOsC40v7bN/QenoHovS9iiZPaX0a73oejb0+2/aHQ+zYZOU6rMfRvYGBgYGBgYGAwLDEaqgYGBgYGBgYGBsMSo6FqYGBgYGBgYGAwLDEaqgYGBgYGBgYGBsMSo6FqYGBgYGBgYGAwLDEaqgYGBgYGBgYGBsMSo6FqYGBgYGBgYGAwLDEaqgYGBgYGBgYGBsMSIaVMdhkMBgEhRC2wZ5DNlEkp85JkO9n2D1XbYe0b3/motp1s+4eq7bD2je98VNtOtv1hZxuMhqqBgYGBgYGBgcEwxRj6NzAwMDAwMDAwGJYYDVUDAwMDAwMDA4NhidFQNTAwMDAwMDAwGJaYkl0Ag8EhN1uVY0ujf70VvvSox7VdatTj7kAzPs0teqZbhFXaSImhlAOjlca6cJOvzRkOaS1IRxESVegoQmJWdFR0TELDIgIoSExCR0UihEABBMGqdK2QQCCRtM/k9kmJH4WqSj/NDVqvug/Edk+7AAF0vFLglSb2N2VjbdLxeJrw+Z0Jsw1w0J9Ko9sBQlLoaCFH9XXk65WSHU0FWBt0kNDqOtDrc8/JVrrpTZOSNmnBq5v7Ve92fFJja3MB1obgN9Da1ts2JFfvQohuE/3TyIqaT3/w4MQnvQnVG8SmdYBtG7wJv9dGgt493vC2k6n3odA6QIuvOux3PhT+PZl6T6Zvh8g+brTrPdJ9DkZDddQyttTEitcKo57zzT1Lox5vvii6s1tV+VTYdBspLBCLoxcwASyXz4RdhZhSlMrxfz+bVLOXTLMbqxKgyNJMhuoiU3VRaGrCJgJkKj4yFIGKwCpMqEKgoKB0uZl0JG26l1pd0qqbWdY6i0+bS6m+8tmwZUqUbVUEXcwTLbnctvEUtHo7M9aYyF3bwuovHkqobR2dGw4ez+urDwPAXtRGRkYrnoCJNo8Vr8fM1BWpFK5sQGiSZRtv7fW554yxcPsL5eQoLgpUPx4Jm/25VPkz+1Xvdnb721j8wg+Y/EQrIqDzxrpbwn7nydR7TwZD+6vlW2HTh0LruhRsO/b+Qb3XhqveP9r697C2k6n3odA6wOu77gz7nQ+Ff0+m3pPp24Ue2ceNdr2v3hT+PgejoWowCrEqAcamNJKqeskwubCJAAXmJtIVD2mKmzzVjRlJiiKwiWDPgjn0f09HpqPTpOtsD92UL++fSfXOXNwu66DY7nkjv1Q7h6z/plK614Xa2oJwukHTE2rbL6EtYEFtUzC5BKadGTR60jG5IaNRI9srsdY2o7S4In7mrbqdt1pmMMOxH4dtLwCZigvVLPtV764oPoHS7EIEtIjnHKoMhdaJEhhm1OtdD195Q+/JYdT79kGo+0jRe6T7HIyGqsEoRBGSVNVLmuohTfFgU/ykKF4cihebCGBGYhadE7SVLlO19dCvso5Oq+7DIyX7tFQ+d5VxwJtJ1cEsUveoKL4whgdgu6sT1aROi+7BI3Xq3KlYWjTURhfC5UG63aCH/wEbSL09mhnVKzB5wNwmMbklSPClKogU0KwpmDNtwZN3h6+7WdFQ0dGkQBUSs9BwKF40FBo0G4rQadAlKhKHEqBYBbuwdFzv0n3sCOhUBdIoNLUyxayiA4oGwuuHQCC84UOYodB6tIbqaNe7Xhf5J9LQ+9Az6n37INV9ROhdGg1Vg0MIu+Jjpr0Sh+IlRfFiFhqZigeb0LAJiUMEhybMQsEs1G4OJYCGRwZw6RprvPns8+fwTv0U1m4aj7lRZdL/3IgPPmGfdA7IdrRhkRbdw8vOsWxxF7NnXy6Tm7yI5lYCVdUASBn+h7u/tlUhqHGlkXJAYmmVmJ06qldSN9NMxpIqxqY14tFM+PSQu1ge3vY02wHyTC3oCJCQqfgAH9v9OaxonUprwEaNJ5Vmn53y1Aa+X7CcqebOem/zSy5YcxViUxrMbOWZIx/CLASqSxDYfzBig+VQZii0DrB5gPZHqt6Vq/0RbRt6H3pGu29PRN1Hqt6lFvnBzGioGow6zGgUmppDT5oaZnRSFB2bECgEhyYUlI6bGTqfejUp8UudVinY5ctnm6uQL2oKSN1hIqVKR3ywLmG2TXQuaOg6NOKROlvcxaxtGIvaaEJxtSE9noTWu6ttAKfPgrVZYmnRMLk1FJ+OP83MzZNe5Hibv1v5wi3D6GpbQ6AgsQmJTQg8uoWtLQU0eBzUtqTiabPQnG+jPs+O2mXqfI2WiticRulyF3uVNGoPT6HY1IriZ1j/aKeRNSRzssORTK3Ha38k6n2+tblP24ea3pPJoerbB2IfRr7ejYaqwahDFTqZihur0LAJHVWATQjMCJSQA1NF5x3klxpeGcCPZJffxhZfCZW+bF7cO5u62jRsFVbyN/iwVbuIPDgRn+2uwzLtTqJZd9OgaWz25/Lirln4dqSTuR1EdQO60406fTKeknTkhx8m1HZAagQ0BZtXIhVB7Wwb3mxQZrSQpzpRhW1An/kYUyNHZO2h0e+gOi2dBq8Di6LxWM2x/FMJ4NbMtPmt7GzIJXWvxNTkJnO7jSs+uAzVpDNmXfinfIPkaj0e+4beDb0nglHv2wXw+jMJtT8a9G40VA1GHWYBxaYACp0Tus2oHQ6s/UbWQ/+8MsABTdCqW3mpeS5v7p9KQ1MK6R/ZKdvpx7GrBm3rjph+uPuyHelJG6AyAOu8ZbzdOA3r8nTK3qyCuga0puBT7u7zcrn4nLfYeUFrwm17/SayWwL4MkxYT67lr1OfJU91MtEcm4uIZnumxc/4rLX4pEQHNAnPtB7Gg8tOImWfgqVFYmvSyXLrOHZUQ3Ud2fsOkvWiBL8fPcYeh0ORZGo9FvuG3g29J5LR7tttip8Vryfe/kjXu9FQHaVsrs9n7uPfi3pO+S/D91R00hj1qJQRZp0nGQEdT5nm0M3b80lTR8cvNfwyuPJzfyCLJt3BtrZ86mrSURtNpFRp2Pe1IisPJtR2MC343i81XNKHX+pUBHJY7yple3MejhodvWIfsn1BhRB48zS+nrGWp9Xwk+7jta1JHR2JX2qYTBr+VBVfqsLkrFqOt+uAPSH1tgqlY1J9u+00xYO5WSHloI7ZpWNyaqieAKLNheZyddY7Rg5VvSdT67HaD6YZek+U3odC68OV0e7bUxTBTxJkf7ToHYyGasIRQhQD/wOmA6lSyoAQ4ifAmcAe4DIpZa++7nDXhdL7vNagO0qXCeVdaXdgHqnhkZLNviy2+wqp8OSyfN8UWlrtpK6xM+2NWkRTK4HqWvQ454p1td3VgUSKI7fN7+Pe2hPY3pLHjh2FpG82Y6/XyV65Cy0QQM3NoWnxJFwFChOm7SNbVVF7BE3ur2239LErAE26jZNKt/L2FZNJsfo4P+/juOrcH9utug1bA6RUeameZ8cz34O/ycaUv+ciD1ahFuRTf/IENCvkftaCXLsp7jIdCiRT6z3tG3o39D7YjHbfbu7SKzpQ+6NJ70ZDNfE0AIuB5wGEEHnACVLKY4QQPwXOAp7u67o4rzXogqB7DLf2mHkAfqnTrEuc0sTnnrGsaSpnR0Mu7nXZpNdC8fMVBPYfGJBtq+h+W0WLIVcRyOKNbdMQlTbGrNFJffETpN9HhwvNzuTgCTq5JQ2cU/QpqcLa4RwGatslNbb7iqgNpHFm1qfcXLAKs1BDQ0iRr0uIbc2KtUnHXNOGs8TKa0fdz9vOyfzfC1/GApCbRe0SL2kZbg6mZFGkz0DoOqyLq1ijnmRqvd2+ofcYbBt6Twij3bdHy2/U6/2LDyLmZzRUE4yU0gN4ROcT33zg3dDr5cCFQohVwKPAl4HfAaullC/0uC7stRgN1ZgJzlHS0JA0aBouqVKlpbHFW0xjIIXXD0xn/4Fs1EYTWXsk9noNraYu4eXQQvHh6nU32/12WnU7W7xF7PNk82lDKaYdduzVYK/2If3B4WW1IB/SU6k7Kp+s4gYmZdVSbG6M6hyi8YXPxTLndJoDDry6Cb9Ucag+xllrKTQ3k6l4sApzx49AvNRrZp5sLUSTChoK6YqbBbZ9jDOndpzjlX5ec2XxQeskVteW01aioJtyMY1xkiYkpZZ66mabKd01gZqF2RQXVFOc2swnE9MxedKD8TzX9at4o57honUw9N6OoffBY7jofThoHUaH3v17I5fNaKgOPplAS+h1M5AlpdwvhHgGeAiwSyl/Huu1g1jOUYOkfX6Qn1Zd0qyb+dgzgb3eHNY1lbBpdzGi1UTOZwpT1rWgtLrQdu0FXYsW2zwmRI9dODSpE0BDk5J33cXcvWsxdS0pqJ+lkbsxgLk1wIQde5AtrWgtwa9azc1h2w3jWXjUFo5M2critE1kKh6KVQ2i7LHd03ZX7q87jrefPhJ7jcTskphdOg3TTHztorf5StZuHANwYgAHm7O45dWzUQICEQB/psZ3vrScH2bv6jinVvPyg5Vfo+QlE62lKnmn72dxwVbmO3aSq9pZYK3n6ktfYf05JRxj38iJqZtxKH625Bew+/h8ANY92O8ijkqSqXUw9G7ofWg5VH17OPtdGQ16v3dFS0T7RkN18GkCxoRep4feAzwF3AlE25Q50rUGUZBIvDKASwYdWb3uoMKTyw5nHhUN2VgOWLA0C7K2OpGfbSKREQt1JC7d1+W9jl/q+JHs8eVysDYD6qzkbw7geHsTustFQHZ3oSI9jawpDTw09g3MQg05mL5DiLTT7kA730u2teSTsylAyu5mRIsT2eZEN0/Go5vJVaM7yFhQ/JC6T0HxgeqTuPNM7PdmdpTHKwM06Case62kvbMJcdwUjsrdza9yt4RyUMlVU/hO1h7I2tORBiqzLc2QGlwd+4sBl3R0kUytg6F3Q+9Dy6Hu22H06v1ZkzeifaOhOvisAa4DbgeWAB+F0m8Cfk3QF50e57UGUagOOPhLw5HsdWdT0ZpNk8tO645MbLUK1gZJ3h4/5lY/6oZdMYfhiZXNzhyO+OgKdF2g6wKpK2h+BakpmGvMZG8Fa4tO2udVBJzBHVDUvDxEqoO2GQXUzzDhydO5uHRFaGeV8PPzIqFJnSdbC/nH3kU4fRaaW+0EvCYcW6yM3V6DaGmjdcFYGieZcJZrzHXs6TvTGBBpAZTjGwjoCl5NISPFzbHp2wB4pKWE2z9diqy2Ur7Ci9bUjLXeh0u39JGrQV8kU+tg6N3Q+9ByKPt2OHT1bjRUE4wQwgy8BhwGLCPYEF0hhFgJ7AX+IoQ4AiiWUv5UCKEKIa4C/tH1OiHEL6SUq4UQ3a4d+hqNPBo8Kfz7i3kEau3YD6pYmmHSB03ITTs65gkBg/LDba5RKLrPiuLXUfwaIhBAafUgvD5kmxOtrh6ArsE5fDNKaSuxUHOSj38c+xDlpjZyFQtmEf+NriP5x95FtD5bhK1RMn63E7WuLjj8VN8AikrtnPGcceYqJthqWGQ7AKT2mW9fTHbU88bhj3R8pgqQplgAM0/sWcjk37vQNn3Wcb65ugVnwDpgu4c6ydQ6GHo39D60HMq+HQ5dvRsN1QQTCh+1pEfyauCPXd5/AlwcOv+uLuk9r0NK+cce18aEZb8zhlh6oxPpU9D3pWBvENhrJLZmHaW6gUAXRzZYKAEdS40T4Q8gfH4IaMjmFjS3p5sj7Yqz2EJbiUJubivTzU5y1f47Fh2dFo8VR52Ovc6HerABrboWqQWHitT0VPwpkmn2AxSbGrENYAJ/V0woEYeYXD4z6dU9FjJU1/Heron83l6HX6r4pUq2ycmpqRuZZnGwzuvlmeYjcGtmTs9cF4r7F5lDVe/J1DoYeg/HYOv9UNU6HNq+HQ5NvQftGxiMMmwHPUz+/RbQNKSUSLebQJwBhvuN1we79qJ5vH3uX6wW5OOeW0brua0sLfuCY9O3hZ5SB0ZjfSpFH+9HO1jVrd7KnOm4C1MwlbWxyL6bTAVSlfjmR/UHl8fS0dvQjtbSwrivf857SmrH52Qqmsy/Hz6CNYf/l/M/uppxX/8c0Hn5tmtYd9FfcSTgsxltJFXrYOg9DIbeB49D3bfD6NV7NIyGqsGoQ2oaWmNydl6Ruo7ucsV0rlZWQNN4M5dO/oifZO8MpZoHZF+TEuE0EdhX2euYuyiFtmITRVktjDPZBrQKNB4CgSh2ujj8wMEqGraXw+Fg2tj59F68IoD/okQvAxodJFPrYOg9HIbeB49D2bfDoat3o6FqYBAnYu4M2BI5OHEsmMpK2b00DXe5jynW+LatjMQuXxoX7jydzE29h3uE1UrNPDPukgCLc/f0ayJ/f5ldsp+acxeQuseF4vIh3F4CuyrCnjv19gpmHbyOorWdK0Ad2+pYfNMPkQrAj4akzAZBxNwZwQlpnzwzoHwMvVeEPdfQ+/BiuPp2GP1633LgzxFtGA1VA4MYUPPykMW51B6RSfMk8N49sKfVlnnF/P6SJyg2NTLdrBFviJJweGts1Nw3jsI3tvQKy6Lm5XLsGZ9xZd4Kyk0+VDHwkCV90b7X9J1lz7P61lKcuhW/VNFQuPOdLzPp+tW9rgkcrKL49ioAKv5vNsXZzVhO2k3Ojt2DXl6DID21jiA4q34AGHo39D5cGQm+HUa/3k3SGdGW0VA1MIgBvawAT4EdV6EgUOAF88DCR7uzFU6w15Kh2EnEkBCA6tHI2NoSfmgsECBV9ZKneLEOwpCQU0rWen0UqD6KVEe3wNRjTQ7GpXUv00NjIgd3bicrzcXkjBoqEl1Yg6j01LpQBr41gKF3Q+/DlZHg2+HQ1ntiloQZGIxiTGWlHDw6naoFJsThzZw2cyOZ9tjmKvVEzcqChbNpO7kNm0jwc6LLg75uc9hDgapq3n1wASf/+yf8eP+Sjq3/EkVlRR4//tb1HPvm9zmoBT8bVSgoEXZTCWh9u56ML++gYr47oeU0iE44rZ8xc32/8zP0HiqPofdhyYjx7XBI693oUTUwiIKpfCzN84pome7HkeviqxPWc0nWR7xvau1Xflt+N5myyVX8ovQDTAzNZPd2ch/6kMKyUt4qnkKg5F3UBD6nilYXltfXMNY0n7oTzZSEPEukLf+iTsA3SAqRtK4iuaefeRp6D2Loffgxmnw7jG69j+geVSGEIoTYmOxyGIxihAjO0RPBl6rQUZH9nqouVYlVDWARSVrVG9BIyCbvERC6RBvCifwGCSSC1s0D+DoNvRsMW0abb4dRq3ch5SDWaggQQvwT+LmUcm+yyzKcEELUAonZPy0yZVLKvCTZTrb9Q9V2WPvGdz6qbSfb/qFqO6x94zsf1baTbX/Y2YbR0VB9GzgS+BjoWDYmpTwjaYUyMDAwMDAwMDAYMKNhjurNyS6AgYGBgYGBgYFB4hnxPaoAQogyYJKUcrkQwgGoUsr+zYg2MDAwMDAwMDAYFozoxVQAQoirgGeAB0NJY4AXklYgAwMDAwMDAwODhDDiG6rA9cDRQAuAlHI7kJ/UEhkYGBgYGBgYGAyY0TBH1Sul9AkRDJkghDAxqAEaRga52aosLx3YrhhtfUwLqaoM0NSg9YpVYc5wSGtBOoqQqEJHERKzoqOiYxIaFhFAQWJqDwciBAogQmEvumYoEEhkxxfqkxJ/6Plq2wZvXbhVghZhlTYGdws5D0580tur7omwLWxWdKuKZhHoFpAmSU5KGzmqE480caBSw9noS7jtwpku0hWQSDa25IGQmE0aNjWAWdGwCj9+aeLA5uZen3tXvTXrguqN9rjt96q3RcdqDpBtdmEWAVy6Naztnvb7y3DWe1Wln+Ywtgf6nbcS3FEmjay+zhu0e2046712vy+s7WTqfSi0DrB1gy/sdz6S9Q59az6Zvj2ajxvteo90n8PoaKi+J4T4BWAXQpwEXAe8nOQyJZ3yUjMfLysdUB4feaLHg7vijP1h01OKUjn+72eTavaSaXZjVQIUWZrJUF1kqi4KTU3YRIBMxUeGIlARWIUJVQgUgrtdtKMjadO91OqSVt3MstZZfNpcii4F2469P2y4DBspLBCLB1Dzvlkt3wqbPhDbalYW+sQSWssdtJaquMboUOhFc5p4fMnDVAUm8mbjTP594bLE287MoGXaVFbeHZxBo0mdABouHao0lQ2+It5snMna6hIOnH5rr8/dZSqm/P7T+O/44OeytHhO7LbD1FsZ42Jm8UGOyd6JX6p83lLClvr8sLZh9Ou9+spnw9oeCq0DLJfPJPxeGwl6j2Q7mXofCq0DHD1ud9jvfKTrfbl8BiBiPsn07ZH864DtjwC9778kcrNtNDRUfwZcCWwArgFeBf6e1BId4liVAGNTGklVvWSYXNhEgAJzE+mKhzTFTZ7qxowkRRHYQvsSm0P/93RiOjpNus52fy5V/kxe3j+T6p25o67P3DSuDM/4XFrGWnCOEbjHBEgvaqU0swmLEmCLt5g36qbzWUUpuju8Ix2IbW9ZDu1xqtudWKvu44CmssZdzmt1M/msohTTXlv4PGqdNB9Tz1LmdKQJswXp90W2W1gAdlvYeh9eWMkxGduZZ9uDR5qYad/Hd1dflsBaJ46h0LvbZU1K3QaLkaL3SLYNvY9cvS8R5w5a3uGIR+uR/OtA7Y8EvT/vidwcHfqGqhAKsB4pZyYiOymlDjwc+jMYBihCkqp6SVM9pCkebIqfFMWLQ/FiEwHMod1u2idIK12mSuuhFqiOTqvuwyMl+7RUPneVccCbSdXBLFL3qKOmoapmZqBPKKFlbCptY1ScYySBIi+lRQ3MyanknX2TOHv85/zf/iPYtbOA1O1mTM6+8+2P7abZfvxSwy81mnUfewJ23ndN5vWqGUHbO8xk7NbYEWP+0u+j5sWpXDhhDe8snoBWXdNxzFRUyPbvjKNgjd6r3kfm7uHY9G3MslRRoJqwCjALDzduGZ47AA2F3pXIvwcjipGmd1Mc274bejf03pX+aD1zV+z+NV77w13vqieyraFvqEqpI8TnCDGWBOwmJYQ4GrgJKCNYHwFIKeX4geZt0D/sio+Z9kocipcUxYtZaGQqHmxCwyYkDhEcDjILBbNQOxyZgiCAhkcGcOkaa7z57PPn8E79FNZuGo+5UWXS/9yIDz4BYHMyKzlAhMmEMr4Mz9hM2kosOIsE7mINW5GTmfnVLMiqQJMKM/KreKliFi07M8naJsjZ6KKy1T0otovH1uOSPuo0jS3+XN5tmcaHNeM4sDMPe4GT/yy9mxITZD8duy33umxmzajk7I8/J1vp/MEyC4Wj1lxBvTMTT2Fnvc8p+JQ0xc0ObyEn2xtCQ4bB6/LWtgyo3oPFUOh9n0xQay1JjFS9X/J6Td8GumDo3dD7QLRuXr9r0OwPd72bXJGnoyRr6L8I2IQQ3XaTon+7ST0C/ABYCyRxk12DdsxoFJqaQ0/YGmZ0UhQdmxAoBIeDFJSOOUvQOSSkSYlf6rRKwS5fPttchXxRU0DqDhMpVTrig3VJrFliMJWMwT82l9YSO21FCu4iib/AS2FhE3Nz9zM/bRcOxctPV56HUHXMe63kbZVkrW9EX78FbJZBsb0ofzc7/CrrPON4s2E6uhRcXraKK2dXha6OfwJ92W9W8effTGPHXQtZfd6d5KqdiwHWzX+KoyxfI0PRmZldxYzU/Xh0M6/UzebT/SVkzHJxZUZVx/ly7aZ+13swMfQenZGsdzXOwDiG3g9tvQ9U63Lm1OAkxkGwP9z1jityl2qyGqqJ3E2qWUr5WgLzMxggqtDJVNxYhYZN6KgCbEJgRqCEnJcqOoe1/FLDKwP4kezy29jiK6HSl82Le2dTV5uGrcJK/gYftmoXehLrNVDUvDz0sfm0FafQVqziKhB4CgM4CpxMz61jflYFhzsqcChe7t6/BLwKKbstZG0NkLbuIIE9+wDwZKuDYnu8tYaXWuby6r4ZjElr5vEJL5ChxN84DWfbVqtQGTDxw8ovkW1xcWL6ZpY6mjmtZBNmoTHRVsU6Zxkv1M5hT0UeKTvNPPS/r/K7YwKYGk1YmgQlrBpwWQYDQ+/hMfRu6B0ODb0nSus7Ls6CGwbH/nDXO9wS0UZyGqpSvkdoNymkXE5oN6l+5vaOEOIO4DnA22lCfpqAkhr0A7OAYlMAhc5J9GbUDufV/pSth/55ZYADmqBVt/JS81ze3D+VhqYU0j+yU7bTj2NXDdrWHSPXieVkI0sKcI1JxVloCjqRfB1R4KYst4k5OZUcnlLBbOt+zELnlv2nsX7lJHJ2QdYWN6a1Wwm4gpOHWi9YSP76NxJue7Klml/vPovKhkzy0tv4c/mzZCipCau3N1tyxYZLaNqdhZLnoaosnfyiN1mQspNCtYUWaeW57YehVaSSvROyNwfrnfmECzFvxrDtXQJD7z0x9G7oHQ4NvSda6986bRk/iaOhOpr0Hj6mSpDkNFSDu0ldDWQDEwjuJvUA0J/YCwtC/x/RJU0CJw6kiP1BCDETeIjgFIQdBOu4ApgFzJFShp0nHea6Kwh+N31eOxBOuPybUY9bln0S9fgB2RQ2XUDH07U59PzRdRgIgk4sOLE7uOpzfyCLJt3BtrZ86mrSURtNpFRp2Pe1IisPxlWv4YKam4Mck4+7KBVngQl3vsCTJwnkecnLb2FqdjWHp+9ljm0v483B+Wjf3X0Ou5+bQH6lRvoXjWibt3Vz4K1fayF7U99z9uK1rQA7thVhz3Pxr2lPUmLqvxMLZ1tISWN9KnkT6ztsA3zuHsvddZPYdqAA6yY7OTt0MjY2dNRbLcjn2v88zwdtk1k3t99FAgy9DzaG3oeP3geq9SC7w6Yaeh88rV+UsYGfDIL9kaD31XMi20zW0P/1wHxgNQBSbkeIfu0mJaU8IYHlGihbpZSLAIQQjwFzgLOAP8Z53RHAJzFeO+xQusTN60q78/JIDY+UbPZlsd1XSIUnl+X7ptDSaid1jZ1pb9QimloJVNei6yNs2rEQmMYUoxVm4Spw4Mo34c4TeHIkgTwfmbltTMqpZU56JYc59jDJXE+mAvsCFq74/FJS/5VBfrUb88Y9aPUN3bKu/MUibp/1KDcRYTVwP2znKQKzMHHUX39IqoBx0+v658T6afsHlbOp3pmL7aCKtVGSsSnowNtxHlnOGSlvcEbKOib/+1K44Jn4yzbIGHo39G7o/RDQ+xBoPSfaUPwo1/s94yPXPVkNVS9S+mgX+gB2kxJCZAC/Ab4USnoP+K2UsjkB5YwLKaW/y1svsE9KWS263NBCiDHAo8CXgd8Bq6WUL4S5TgLdrh0pCLrHzWuPlwfglzrNusQpTXzuGcuapnJ2NOTiXpdNei0UP19BYP+BJJZ+gKTaaZlfijtHwZMj8OZIArk+0rOdTMiuY1bGAWbb9zHJUkOeEqBVCn5bdSLL3jqcknf82HfXom3b2WtV4N4bF/HtC15mib2VmyP9cMdhu1jVSFMs1Gpebth7Gmn7dJxFCs9PfJV+7awcsu3NUIIOLK9v2x96rNQ3pbL2zD+TpTo6sjr+qquwvrIGANv/Puan1XP4Y8E6xn39c3bGX7JBx9C7oXdD74eA3odA66qIsuPYKNe7ZVfkkZNkNVTfI7SbFAPfTepRYCNwfuj9xcBjwNkDLmU/EEKcAfwe2AbU9zwupdwvhHiG4FC/XUr581iuG4kE5ydpaEgaNA2XVKnS0tjiLaYxkMLrB6az/0A2aqOJrD0Se72GVlOX7GIPCL9dUD9DxZelo+f4yMhyMi6rnunpVcy0VzLJUk2B6kMHnmubxl/Xn0Dxk1Ym7apD7j2A5uwelkU/bi57r9O4a96jLLG3Yo3iyGKxXaz6yFAsqELlqZZSfrfydMY9LXHOUJh09raOUCHx4s2V1H8jWPZUuxc7UJLWFNa2WZj5b1s+v/nkDB496rFuTgzg3Ycf7rbzyUsvLuKPV69j2YF1qEX9Kt6QYOjd0Luh99Gr92RqPVb7I1nvk2dHDuKarIZqIneTmiClPKfL+5uFEOsGVrz+I6V8CXhJCHEP8BXg+TCnPQXcCSyN87oRgSS40tMl/bTqkmbdzMeeCez15rCuqYRNu4sRrSZyPlOYsq4FpdWFtmsv6NqIj+Ov2yX+6S5yM9soz2hgWmoV0+z7KTfXkad4cUmVfzbP5YEPjyd9s5myT1yYt1ag1dZ2y0dYrez6zeGce+oHPJGzinzVEf1pO4rtCeZaClQfFiHY4k/lqjWX4Gu0kbNWZdoLO9h2w0Tu++rDnOzwR80/GjPT6lh11OP4pUaD7mOluxSz0Cg311Gg+shUTFiFnWbdw5GvXI+w6vxywSscZdWIto5yz2+PYss37+t3uYYCQ++G3g29j369J1Pr0ewfCnpPVkP1TOAJpEzEblJuIcQxUsqV0LEBwMAiRPcTIYRVStkeeaAlSjluAn4N/AI4PY7rRgQSiVcGcMmgE6vXHVR4ctnhzKOiIRvLAQuWZkHWVifys02jKvitzebn+AnbmeioYaK1mjGmRmwiwCZfMT/cfRz1qwqx10rGb/Vh27mPwJ59veofWDwP14+beGLK35hr1bGK2OYU2W0+Tpy4lYmOGqZYD1JubqBQ1XAIlTvr5/OPVcdgrzRRvNaPY1sNsqWVLTdO5N2z7mDsACbXQ3DHmWbdQ7Mu2a+lUhtI59y0TaSFHJiCYNHPrydgg+nLD1JxQTFXnlxFX8E+Nl15L/0aqhpCDL0bejf0Pvr1nkytw6Gt92Q1VM8A/oIQK4D/AMuQMtDPvL4FPB6aqyqABuCyhJQyfk4RQvww9Ho78IYQ4r/AMcAkIcTtwH6gWEr5UyGEKoIREGp6XgfQ81op5YtDWpt+Uh1w8JeGI9nrzqaiNZsml53WHZnYahWsDZK8PX7MrX7UDbtGZEiSaNhVP3mWVvZ5snlp/yxST9nFvl8uAsBRIync68O+qwFt+y7CCf7Ajxdx7sXv8t3sT0JDJrFHbcsxO7kk9wMKVRcZisAhzKhC5ba6w3jpvuMo2xfAsTMYCiYA+E45kvVn/5XUAYYpAfBK+NSbyS5fPuudpXxSU8qVh23HoQSDtTdqLuz1AayvrEHOmMI737oDSImY36LPfaw6zNLvoaqhxNC7oXdD76Nf78nUOhzaek9WHNXLEcIMnApcCNyHEG8iZfSYGmGzkuuAw4QQ6aH3Sdt3LtSQ7NmYPD/MqReHzr+rS1qvRqiUMty1w54GTwr//mIegVo79oMqlmaY9EETctMOpL9zE+fR5MTa8WomVtZMoLopDX+tHduvC3EckKRV+jucWKQehp13LuRvZz7CYrsLs3BEOCsyaYqfwyw+tvotfOQpQpOCV+tnU3PzeAoqarpN5Fdzsnnh73eTmoCAzwAWAYtsrRxnd6Fk7GXKh9ehzhHsDbTxSOMC3vz9sWStryQAaJu2Rl/dCvwidwPHv34e9zbVc33mvoSUcbAw9G7o3dD76Nd7MrUOh7bek9WjClL6EeI1glNe7ASnA8TcUBVCXCSlfKpLT2R7eij7bo3AQ45t6x3dJiyHw0L0WHoP710Z9fgZX24Nmy59Cvq+FOwNAnuNxNaso1Q3EOjixEYrLpeVqk8LsdYLsqp0Uvd7sO6uI1CxN+oQ2Lb75/PU0vtYaAVV9G/vCxWBVZi56JPLyH/Cjrk1gLWiDnPFJ71s7/hbaUJ2Jelq2y46n5CnztpHtebl1AduoOT3q0jjI45e7+bM9HX85KRvMPmduew88bFe+Uz817UccdQ2Pt5RzqRLP+UlcrioclufZTX0nhwMvQ+93odC6wDjSsOnH6p6T6bW4dDVOyQv4P8pwAXACcC7BBdSxdt72N6vnBbm2Eiesz3isR30MPn3W0DTkFIi3W4Cgf7O7BhZmNugeEUAW5ULZV8VWl192GGgrmy7bz6PL30o5Mj6P/QnEFQG3AR2ppLy4baItr2nHsmGL90H9D2BPx7bXcv+6pRXecmZT8nvO7eBdKheJpst7Lq4gIkXfci4B65m9xkPdRyf8N9rmfjjj2gEJtEZZ/DrSy+j+jbJ+3OfSlh5E4mhd0Pvht5Hv96TqXUY/XoX/Cmi/WT1qF5GcG7qNXQuIooLKeWDoZfLpZQfdD0WWlBlkCSkpqE1Nia7GElBbXZjfW0NEmJaRLDrtqO4/+RHOcqqDehpu51/Nh/BpCfq0erCRzjbfdtRLPv6HXFN4u8vUy21qDNOR9u0FYDXZmTyunURZd4PAZh87ccsvXZOx/kT+QgIfiaizMW4r38OBIeSGhsO74jdONww9G7oHQy9j3aSrXUY3XrPiWIrOTO3pbwAKV/obyO1B/fEmGYwShBzZyDmzUh2McIi9dhnZlV9fxE3ffW/oXlLiXFkj29c2G3nj66YSsaw5qK7GGcefCcG8K5rUocTA+CtEi5bvw114riI15jGlbHl4nt5amEwWt0Zm+s5cYOTl4+7F6/sf3iVkYyYOwMctmQXIyyG3jsx9J4Yhqvek611GN1616MMhA9tj6oQrXQflu+65YhEyvTYsxJHAYuAvB7zVNOJdzmdwbBHzctDFudSe0QmzZMIKieW7aqHKf4l8zjt0pWcm1qFOYYYerHgljpjH4kSs+7uzITOW+qLGn/n7fzq/k9RQ+GNL1jxPF+edWKvbQQBArv3MH3lZZR/bT3/27+2w8n7pYUj//gd4Ie9rhmN9NS79+6R7dIMvRt6j8Zo0vtgaB1Gv963VhVEtDW0PapSpiFlepe/tC5/MTdSQ1iAVIKN7bQufy3AuYktuEGy0csKcJek4ioUBAp8aIWJ6IxPHs3fa+Wneav73I0kHDLCk+eu2gJMb62NeN2C4j1x2+qJJmPvVZhore543XN+1pzlkXeoKf/aeiC4PWM7ZqHSPOvQ6WHqqXfMI3va/UjVeyTb4TD03n9Gk94HovVo/nW0612zR7advKBtQhyGEN8O/c2O93Ip5XtSypuBhVLKm7v83SWl3D4IJTZIEqayUg4enU7VAhPi8GZOm7mRM2auT3ax+s2+Xy3ioZlPxf30q0kdv9QiDpGYq5xh09vZ68yKy144224Z+8reC9IaSXs/l8pfLOp17Jb8dX1eP3PVpR22X3HZmDV5eIftSRTh9J5pj7y94HBnJOs92nBkTwy994/RpPeBaj2afx3terfbItc9Wav+vwdcBTwXSvknQjyElDHPLRVC/EVK+X3gb0KIXp+ulPKMhJTVIKmYysfSPK+Ilul+HLkuvjphPZdkfYSKHJETkdUpE1ly1hpmW+If2gqg0aB58UjR98lhqFxRCtP6dWmH7QOaJezxbevDxwa8pfQlPr90TK/0mQ99m7GsCnNFEFNhAZnPpzBdXMSCkj2MtTdwbsEnvNK/4o8YIun9fVP40FjDnZGu90i2Db0nhtGk90RoPZJ/jYWRrvcs0+6I5yerR/VKYAFS3oiUNwILCTZc4+HJ0P9/Au4M82cwGhAiOB9VBF+qQkdFYu7fb1fSqTg/nytyVsY9wd4vNVy6nz0BO07d2i/bY29exQNNvZ1KPLY/ck+I69ppFgd/vOfrTPzntzrS2nQP4x/aFd3mhCLcuQruBjvOgIXZ9n0stA98aGvYE0HvI1TuI17v8do29B4no0jvidB6vP61KyNd7ylK5B5VIWUMXb1CXImUj3R5rwK/Ijj0Hj9CbACOREpP6L0NWIOUs/qVn0EvhBC1wGB7ujIpZV6SbCfb/qFqO6x94zsf1baTbf9QtR3WvvGdj2rbybY/7GxD7A3VfwGZBHtCc4DHgPeQ8sf9Kk5wlf6lwPMEn6fOBP6BlH+JPQuxgSiB/aWUcc97NTAwMDAwMDAwGD7E1lAFEOJrwL2AC/g6PYLsx29ZHA4cE3r3PlJ+Ft/loiz08vrQ/+1TAb4BuKSUvx1Q+QwMDAwMDAwMDJJKrD2qk4DHgQ0Ep+tuBn6IlPEtzRPCAfiRoUjGQkwBvgzsQcrnol0aOUvxgZTy6L7SDAwMDAwMDAwMRhaxLqZ6Gfg1Ul4DHAdsB9b0w97rQDkAQkwEPgTGA9cjxG39yA8gRQjR3jOLEGIRkNLPvAwMDAwMDAwMDIYJsfaopiNlS4+0ScQbr1SIDR0LpoS4BchGyusRwgKs7c9iKiHEPOBRICOU1ARcIaX8NN68RhO52aosLx3YrhjbN0ffg8GtteLT3b0WaJozHNJakI4iJKrQUYTErOio6JiEhkUEUJCY2ld4CoECCES31Z7t7wLoeKXAK03sb8rG2hQMitzadqAu3ORri7BK2wCfVYTNim5V0SwC3QLSJMlJaSNHdeKRJg5Uajgbfb3qngjbfeHBiU96E25bn2Rhqr0JAKeU7PNkEdBUUi1eWj02rBXBAZRWGnt97l31tqkqD3NN9Jh/seAvSKEgt4kACi2b1Ii2e9rvL8NZ7x5PEz6/c1D01pfWXbqVA5ubB+1eayW4b3wa4eNAJlPvkWwnU+9DoXWAlkBt2O98tOt9sHx7Xzrvcl7Ee82PL6Y8wjHc9R7JNsQeR3UJotf1zQjRjJQ1cZSta6v4ROCOYKr0IUTsW950zVDKtcBhQoh0gg3v5v7kM9ooLzXz8bLSAeXx5bknRz3+Yd3TYdNTilI5/u9nk2r2kml2Y1UCFFmayVBdZKouCk1N2ESATMVHhiJQEViFCVUIFJSOHSvad7t4oiWX2zaeglZvZ8YaE7lrWxC6zhvrbgm7CtFGCgvE4n7VWc3KQp9YQmu5g9ZSFdcYHQq9aE4Tjy95mKrARN5snMm/L1wW9vqB2I6V1fKtQbFdd+JRfPibe7vtMlIZaONLb/+YuZet7djweLl8ptfn7nfnk/bnC3l56jM81jKBl6bn9LscAOLIWTTd7OZ/sx5nuauEx6aURbQNo1/vq794KKztodD62uoSDpx+a8LvtVhJpt4j2U6m3odC6wDLqu4L+52Pdr0Plm9fLp8B6DOPSD7ORgrHif6Hhx/ueo9kG2JvqF4JHAW8E3p/PPARMBkhfouUT0a6sAfrEeJPwH5gIvBGsNQiM8breyGEsALnEJxSYBKhBrWxmCp5WJUAY1MaSVW9ZJhc2ESAAnMT6YqHNMVNnurGjCRFEdhCMefaY88piF7bsb1UO4es/6ZSuteF2tqCcLoHpdymcWV4xufSMtaCc4zAPSZAelErpZlNWJQAW7zFvFE3nc8qStHd4W+q9qfmkUjBs1tx3+gjVdgA8Eo/99UvYsJjfT9DSo8X05K9fJX5CSnLznNS+cvkp8lVU7ggrRFtq8ITUwb24zxYDInetX49x0ckHq2b9toSanu4YOi9f4x2vUfy7QNliTiX5fKZjgbrEjG0O70Pd72vnhz5/FjnqOrANKQ8BynPAaYDXmAB8NM4yncVUEewUXlyl8VY0wkG7u8PLxIMbxUAnF3+DJKEIiSpqpc01UOa4iFNdZOieHEoXmwigDkUsL9dfEroVde9fzWp06i5OBhoo86diqVFQ210IVqcyLbgX6JQMzMQ82bQMqeQhmlWmieDZ6KX0vG1HFeygz2NWczKOMD/7T+CtZvH4fjcjmkUKkyrb8AjteBrqfOJV+W5l45BeS+ugBzdqLj1KB7euzJseiRqvr2IU5d8wgm2ztlG30irp/Zbka9JJkOhd3QtIWXtj9bz1ya20TCUdG0Y9MTQe/8Y7Xofjb4dhr/eA3mRp1XE2qNajpTVXW0Bk5GyASH8MeYBUrqB3oumpFwFUfbbik6JlPKUfl5rMAjYFR8z7ZU4FC8pihez0MhUPNiEhk1IHKLv4aAW3cPLzrFscRezZ18uk5u8iOZWAlXV0UzHhTCZUMaX4RmbSVuJBWeRwF2sYStyMjO/mgVZFWhSYUZ+FS9VzKJlZyZZ2wQ5G11Utobv1e3P3KHhyEHNxVWfXkv5S814Tj2S6is8fG/G2yy072Jeeez5lP/yQ67915VcsnU5Y0yNbPCUcmbaJsaa1jE+7RomfXd1t/PzVmXyo/yH+XfdQtQe041chcNzv5qh0LuUA/vhHojWzeuj7zIzGoik9/3nt8WVj6H3ka/3SL49EQx1L2okEqn3a/79TS7Z+uaA9a5HmXYda0P1fYT4H9A+SetcYAVCpBBcvBQbQpwJlCDlvaH3q4H2ScM3ICM8+kZnlRBilpRyQz+uNRgEzGgUmppDT9gaZnRSFB2bECgEh4MUFFQhMNG53VzXISGP1NniLmZtw1jURhOKqw3p8SSsjKaSMfjH5tJaYqetSMFdJPEXeCksbGJu7n7mp+3CoXj56crzEKqOea+VvK2SrPWN6Ou3gK3/ezJHIllDQh3Mn4VDfEyj5uJnlV/BXefglCfe4FuZ27GKdi8S/3aW2qatPDGllFf313K8fQ+QCsD2c+7nvDlLcX6plrbzF3LNb5/h9JRVXFVxBg23lHPUt4tZPe9fmIWKS/dhHqY9HcNd7wPVupw5NRiYcJAYTN1HzTMGvT8qYht07Npru2TTuYbeR7DeB8O3DwsSqPeu6Bu3JETv0VYpxdpQvZ7gPNCjCS6peBx4lmDIgBPiqNMNwAVd3luBIwmGk3oM6E9D9RjgMiHEboLTEQQgjZ2pkocqdDIVN1ahYRM6qgCbEJgRKKEn7PYn7c5rgq+bdTcNmsZmfy4v7pqFb0c6mdtBVDegO92o0yfjKUlHCuD1+OWi5uWhj82nrTiFtmIVV4HAUxjAUeBkem4d87MqONxRgUPxcvf+JeBVSNltIWtrgLR1Bwns2QeAJzu+/ZzjYbl8JimN1V1np+JH47a6RbT4baw57c/kqilA56OuJvs/DLwz4Gbp298l+yMLaecc5H/T/8P2lyZRTC22Oj+ZqovfVB9H9V0TcLyxmrw34CvMC148fxbes2LcnGSIGRK9f/hh/OVKkNZ3XJwV9NyjjFj0LiNvftgnht5Hpt4T7duT3gERYrjrXaoPR8w7toZqsEH6DEK80eWaLKAhzrpYkHJfl/crkbIeqA/1zvaHU/t5ncEgYRZQbAqg0DmJ3oza0dUf6SkboDIA67xlvN04DevydMrerIK6BrSmYDCH3eflcvE5b2FT/Kx4PfYyqTnZyJICXGNScRaagk4sX0cUuCnLbWJOTiWHp1Qw27ofs9C5Zf9prF85iZxdkLXFjWntVgKuUHimCxaSv/6Nfn8+kRxX+2T7ZKAfN5eTFn/G72oWsbW1gH9NeIFUpfctucnv67eN75QdzWTWBt88CCdc8QM8UyWBE+dRcbnOf2oWsPveKaQ//1Gva2uOTOPoEzews9/WB4+h0PvOC1pjLk+itf6t05bxk0FsqCbjBzxWvbtj3LkxXB0MvY9MvQ/Etw9XEq33cAxU76nNkadcxNZQFeIa4LeAm+DCKkEw1NT4OOvSfQKflN/u8q5X3LBYkFLuEUIcBhwbSnpfSvl5f/KKhBCiGPgfwUVfqVLKgBDiJwQXce0BLpNS+oUQ3yDY+9wAXCh7xp4N5mUGVgCzgDlSyh2h9F7XCiFOBG4FPMDFUsrKRNZrafGcqMeXHYh+w85f2qt6QFAc7U/X5pDT6vmEHUwLvvdLDZf04Zc6FYEc1rtK2d6ch6NGR6/YhwwEQhkLvHkaX89YS4oi+EnfVUTNzUGOycddlIqzwIQ7X+DJkwTyvOTltzA1u5rD0/cyx7aX8eZgfb67+xx2PzeB/EqN9C8a0TZvo2s/YuvXWsjeNDjzmGL50U50ZIHmixbSeLoLpSWXnetKWHbun0hVUnud16Z7+HPVSQQHPwZO9j8+5rKNNVQsyYWGUvb+eTLpz/R2Yn/cvZoy0yredBfxxADsjWS9P632rbfB0vpFGRtiutdGCvHovcbfd7zRWBlKvQ9U6wBqUfj00a73WHz7cOkljYWRovcj3x1oQxV+DMxAyrr+FbmD1QhxFVJ27+MNNoQ/7k+GQojvEYwm0L4F61NCiIeklPcMqKTdaQAWA8+HbOYBJ0gpjxFC/BQ4SwjxAnAt8CWC0ySuoT1ObHcCwFnAH7vUwRzh2l8DJxNsIP+cYEN22KP0mEjfNR16P2Vv8/u4t/YEtrfksWNHIembzdjrdbJX7kILBFBzc2haPAlXgcKEafvIVtUOBxkWITCNKUYrzMJV4MCVb8KdJ/DkSAJ5PjJz25iUU8uc9EoOc+xhkrmeTAX2BSxc8fmlpP4rg/xqN+aNe9Dquw8aVP5iEbfPepSbEGFNx9KIHC7OTZ08gd0XFjBryVaaDhTjvauI0u8fZIK5txPTpM4yVz4rV8xMnO2vF9AYeJs6XyotHhv1x8OkHh3KvlOOZJblU15w5vHnnUug/Yl9GDEUelcj6G0otJ6j2GP6HKL9ePc8lowf+v7ovbUtnjDhfdg29D4i9B7Nt8c6LaurvpPl70ea3qu9kaeVxdpQ3Qm4+jyrb34AvIAQFwLtO0fNIzhX9ax+5nklsEBK6QQQQvyR4NasCWuoSik9gKc9RiswH3g39Ho5cCGwGdgQ6m1dDjwkhEgluP3s6cBFgE1K+RegukteAJPDXOsA3FLKVmC16P8Ws0OOAKyiu7R6Oq+uVASyeGPbNESljTFrdFJf/ATp99Gx7jM7k4Mn6OSWNHBO0aekCmvU/Ei10zK/FHeOgidH4M2RBHJ9pGc7mZBdx6yMA8y272OSpYY8JUCrFPy26kSWvXU4Je/4se+uRdu2k57rTvfeuIhvX/AyS+yt3BzJkTL4P8IDjSyg5mRTfc4U3Ce38oMZL3DHZycz4fIvUAvz+dvkf9M+Gb4dv9T4wGPmhtXnMOnfLQxkDXhX21dNfZ2n983lwWn/ZPZYGxwO/q9qTHnzaiZdFvyBrptp5um2HH758Vnonljd1dAyFHpXIultCLSuiijLcSFp01ViZSB6tzb8LWG2Db2PDL1H8+3tDJfOhnCMVL0HfPdFzDfWO+HnwKrQKn1vR6qU342rFsFdrBYRHNKeEUp9BSnfjiuf7gjopjsNYlDawMgE2scBmwlOaeiVJqVsE0L8HngYyCbyfNpw+WV1SQOidSEOf9oX4dTrbrb77bTqdrZ4i9jnyebThlJMO+zYq8Fe7UOG5kGqBfmQnkrdUflkFTcwKauWYnNj9EYq4LcL6meo+LJ09BwfGVlOxmXVMz29ipn2SiZZqilQfejAc23T+Ov6Eyh+0sqkXXXIvQfQnN2X2+rHzWXvdRp3zXuUJfbWLivgY2c4DBWpkydQtTiflmM8XDbrHcZa6rjtn+cz/pZVSMD8hI9xPZ62GzUX/2qdwp9WnsLkR73IzzZFtbH3pkWMval3pLmetk9I3czlqy/n/GmfMtvSGVDeLFS2n/QwE++/FhTJ9455lV+tPZOJ92qo9c3sTcgnMfgMld6Hk9a7arun3sPNx46FgTSCE6H3elf0leiG3oMcCnpPIyvmnamS4edHut4bqgIR7cbaUH0QeJtgkJL+L/sV4kggFylfC+XXnn46cIDgdqjx8hjBHsfnQ+/PAh7pdxljowkYE3qdHnrfFHrdNQ2CPa73Ar+RMuKS6XDXNnZJg4F87kOM6LH7iCZ1AmhoUvKuu5i7dy2mriUF9bM0cjcGMLcGmLBjD7KlFa0l2DZXc3PYdsN4Fh61hSNTtrI4bROZiodiVYM+9lvW7RL/dBe5mW2UZzQwLbWKafb9lJvryFO8uKTKP5vn8sCHx5O+2UzZJy7MWyvQamu718NqZddvDufcUz/giZxV5KuOPnuXujqzYdE4nTiOpnkF1M8SKFPamFG4nYCu8virJzD+5x9RKlfhPGcBN9z2JGekrOu4zi811nrhporzqHyjjOn/2Bk1hu2k2U5eff1TVLGODy7R+eFN15OzqoqmeQXUHSbImF3P5eNeZbqtkmuev4q3lh/L7F/u5jd56+j5DKYjeezkv1NqauHq7Rcy5UdVBA5W9eoFGS4kU+/J1Ho7PfWdzB5WQ++Dz6Gu954k08+PJr1LGXmhbqwN1QBS/jDGc6NxB3BZmPQvgIeAE+PNUEp5lxDiXYJhqgRwuZSy/1stxMYa4DrgdmAJwe1ktwEzhRBqlzQIzj19ErhKCPGclNIbJr9e10opXUIIe2j6wHSCUwtGBDoSl+7r8l7HL3X8SPb4cjlYmwF1VvI3B3C8vQnd5SLQY7WhSE8ja0oDD419A7NQQ6tLY9vK0Wbzc/yE7Ux01DDRWs0YUyM2EWCTr5gf7j6O+lWF2Gsl47f6sO3cR2DPvl4/CoHF83D9uIknpvyNuVYdq+g9rycehsKJCbuNwNHzaCu20FYicJUFKC6v48TCD1hTX8b2TWOoeWo89hc/ZjxBp7T3xkW8f9UdoTAlQWo0J/c3HMnjK4+l/PkAY5avIvKzbsh2lx+vhVYYd81W9l2YyUlF73Ny2gammz2cv+1rvHbBZCbUfkTlzxfxzoTl9HRi7bb9UuXmvM/R/1RA4OCaRH5MCSeZeh+OWm8nEZpfIs6NuAe4offkYOg9ORzKeo+1ofoOQlxNcL5l16H/eMNT5SBlRa9UKXcgRE6ceQEghFgIbJJSfhp6nyaEWCClXN3HpfHYMAOvAYcBy4BfACuEECuBvcBfQqv+HwbeJ9gbeqEQohQ4AzgN2ATcCPxSCPFfgg3rSUKI26WUL/a8NmT6VuBNgqv+L01UfQabzc4cjvjoCnRdoOsCqStofgWpKZhrzGRvBWuLTtrnVQRCQzFqXh4i1UHbjALqZ5jw5OlcXLoCs1Ajz1eKgF31k2dpZZ8nm5f2zyL1lF3s++UiABw1ksK9Puy7GtC27wp7gx748SLOvfhdvpv9CVmqg/7OuhjyJ+xSjSm3bWKa4yBTrAeYYG4kW1G4fNdXMV2iM2l/91ui5cKFfHT1nWSEwpRoUmetT+PH2y6i9aUiJj/0SccwXV94pcbeQBsHAnb+1zKHNJOXV2f+s2M+cbMuUBZ3/misvO5PgKPj+p628z518oN7bFheH94/2pBcvQ8XrXclUbpv76mKOCfb0HtSMPTenSHz84ew3mNtqLY3nH7eJa0/4amiLR/tbxzV+4HDu7x3hkkbEFJKP8Gezq6spsvK/dB5TxLsPW2nmc55qc+F/pBSnh/GRs9rkVIuJzh1YERhrlEous+K4tdR/BoiEEBp9SC8PmSbE62uHqCbI/HNKKWtxELNST7+cexDlJvayFUsmEX8u4R4NRMrayZQ3ZSGv9aO7deFOA5I0ir9HU4s0rDazjsX8rczH2Gx3YVZOCKcNTyZYGvir8Uf4JV+GvQAr7ZN4f6Hz6Twz+F3J/7rrfeQEVrR7ZV+XnTm8rNV51L+FOQvXxVX6GdVCIpUOwWqzr8CNpZvnkpG6QfsDbTxq/1fpvYEH8HnrSDpSmfvSTjbAGvuWkg6vcOZDDeSqfdDVetg6D1ZGHpPDoey3mMN+D8u9ipFZTlC3Ar8KrSJQBAhbqbrnNX4ELJLXlJKXQgRawN81LJtvSOGWHrrBsW2EtCx1DgR/gDC54eAhmxuQXN7Ij7BOYsttJUo5Oa2Mt3sJFft/3CMy2Wl6tNCrPWCrCqd1P0erLvrCFTsjTrva9v983lq6X0stIIqRt7aNQVBm+7lnCu/i/mNTwAoJLwT2/744cy3rgPApft4qHkyf3v9FKbeX422Y3fctk0ooeE7lTuLPuKbue/zgcfCb8cfQ/uawL03LsKbpzHpO6uZ/PR17Dz/gai2m89uo/XcGYw5O/oCLjh09T6Std7X3L729EhD/4eq3pOpdTD0Plj0Nbf7UNV70H6sCDGT4FzJzqaylPHGI/4RwYVOOxBiXSjtMOAT4Jtx5tXOLiHEdwn2okJw7uhAIugYDBSvD3btRfN4QY++JEAtyMc9t4zWc1tZWvYFx6ZvI00Z2F7L5jYoXhHAVuVC2VeFVlff5xycbffN5/GlD4UcWfz7HQ8XPvWldTixaLx5/N1AKi7dxz2NM3j0hSVMun0jWmvsO8JEwixUZltUpt97HaVdHOmaq+/CLiyc9uOjmPj9j3jilFwO+rN47PklTP7rVrT6BsTbY7iu9B10FE53BCPYTXzkaiZf2XedkkYS9X4oax0MvScFQ+9J41DVe2zfmhC/IRiX9B7gBIKLiM6Iu4ZSOpHyAuAk4B+hv5OR8gKkbIs7vyDXAouA/UAlsAC4up95GSQAqevoLlefTgxAKyugabyZSyd/xJ1Fn3JWSlu/wj91RW12Y31tDfKzTR3DUNHYddtR3H/y4xxl1Ua8I/tP3cKox5suOYq7Kj5kgjkVr/TzSPMkHn1hCeN+uxa9Dye2XD4T14ru31/W/Tn2+Jt/wMSXr0X6A+z/6SL80kSG6sKbr7HtnrFcvW0Xl41Zxb2TJnPT3ZegI1GFwu5T/849ez7ANK4sZttDSTL1PhK13q6jRARDH0y9x0ui9a5OTNRAZmIx9B4f0fxm12Ox3A+jWe/CEvkBJtYe1XMJ9nx+hpSXI0QB8Pe4ayZEPsGFSBMJhrr6A2G2GY0HGYzNesFA8jBIDqayUnYvTcNd7mOK9WDC8pW6HnMk3arvL+Kmr/5faN7S8BwCjYfV/z2MogjDQWLeDF6/9U6yVAea1HnRmctfXz+VSbdvRI9xUn08mEX3vo681Y2k7Uuj8mcLuOzCZVyUvg+rMHPtGQ91nDPrrusoZhUF96zi4E/cnLDiO2SusJF3wV7k7j0JL+NQMhh6H2laTzSjWu/9GKIdThh6706su1pFY1Tr3Rd5gD7WhqobKXWECCBEOlBD/AupAJ4guCfcPcBXgLsJH64qZoQQkwkO+xdIKWcKIWYDZ0gpfzeQfA0Gn5Z5xfz+kicoNjUy3awRa/ipROFfMo/TLl3JualVmAfYizscaJOS0jvDOzGAqQ9tDa10hbU+jZ+tOjc4byjBT9rt/GLjVynkCwBO3dTE97P+A8AKD+zy5WMVZrzSj9Ix/wl+9M1n+Pefiqn6/iIuueZIJr4WXBUqHwL1nWI4flCKOiQkU+/DSeuJWiVt6H14Y+g9yBJxbsQe1XjuhdGudzE58vcUa0P1E4TIJLjD0lqgDfi4H3UrRMpfhl4vQ4hPo54dGw8DPyG4KQFSyvVCiH8BRkN1mOPOVjjBXhtamTj0zqT5e638NG81VhHbXuZdkXGtmYxOon64KyvzKY1y/MLsDwEzNZqTH2+7iPKniHlifX+CuLvdwaGcvTcu4vtZwe3xajQnv9p+EY1vFrHku7dToNq7hae5LL2Gyw7UAOt6LRjZ15QZdxmGE8nU+0C0rkXcpyS5JFLviRjVMPTenZGq90T69nYS4eMH07/3h0Tr3adF7vWObdKGlNchZRNSPkBwfumlSHl5PJUKIRAiCyGyESIbUHu87w8OKWXPRnNf86sNkoialQULZ9N2chu2JAVo2PerRTw086mO8B2xokkdv9TQB8GZDRSl0Rn1uF+q+KXGQ43zaH25CPPy2DeC64+jXXXMfTB/Fuef817Ifqft4j+t4lNvPmahRpw7JqzWbu+/M/XduMswHEi23geqdXeUHWOSyWDqvT8Yeg8y0vU+HH07jH6959si9/zGupjqGYQ4DSEUpKxAyvUx1qUnGQR7ZNv/0oFPQ6/7u8yxTggxgWBcV4QQ5wKJm/BokHC2/G4yvlua+cXs1zAlIOByvKhTJrLkrDXMtsRvO4BGnebGI+PbhGA4cM/BJaz3aTyy6ksU/j3+wYxok/0r/b3jEuaqKdz39P3MdQTnlva0PctSE9Xe/dvewnnuAgDaXh/P1RkH4i7zcCCZek+E1rf6R+YCw3j0Hu/CLkPvkRnpeh+Jvh0G7t+jMRR6z1P9Ec+N9XHnAeBy4G6EeBr4B1JuifHaTqQsRwgBlCLl3rivD8/1BLdfnSqE2A/sBr6RoLwNBgGpSqxqAItIzm7WFefn8/ucf2IW1r5P7oJfarh0P3sCdpx6fNd2JVl7Q6/9YAo/nptGyTKB7vH0fUEcuL6g21COOmk89QsLaJgFjgMC57f+j2p/BuYmFaWogC0/LWCceV3UPMeZU1l594PBmexEP3c4k0y9J0Lraz3lBDfgG1kYek8OI13vA/HtyWSk631+lHOFlHF0cwuRAXwd+CWwj+D80KcI7twUTz5rkXJeXNeEzUaowG1Syp8IIVIARUo5ODOHRxhCiFpgsJdJl0kp85JkO9n2D1XbYe0b3/motp1s+4eq7bD2je98VNtOtv1hZxviaagKkQNcDFwEHAD+SXC/+llIeXxcxRHiXoK9sgPe2FgI8baU8sSB5mNgYGBgYGBgYDC8iK2hKsRzwFSCe9E/hpRVXY59gpRHxGdVbAYmE2yhOwlGRpNIOTuufAAhxJ3AJODpUF4ASCmfizcvAwMDAwMDAwOD4UOsDdUvE9w+9WhAB1YC9yNl/yZCCBF+ixkp4+5aFkI8FjYnKa+INy8DAwMDAwMDA4PhQ6wN1f8CLQSH+yE4TzULKc8bmHWRT9cowHEusBJC5AFlwA4pZdOAymJgYGBgYGBgYDCsiLWh+jlSHtZnWsxWxRnAnUAxwV2uyoAvkHJG7FmIbwK/B3YC44CrpZQv9as8BgYGBgYGBgYGw45Yw1N9hhALkfIjAIRYAHwwALu3AAuB5Ug5FyFOINhLGw/fB2ZIKWuFEOMJ9vYaDdUQudmqLC8d2G4g29b3jp3WFQ9OfNLbK+icOcMhrQXpKEKiCh1FSMyKjoqOSWhYRAAFiUnoqEiEEB0BfQ/6U2l0O0BICh0t5Kidwca9UrKjqQBrgw4SWl0H6sKtErQIq7SR0u96F850ka4EdyjZ2JIHQmI2adjUAGZFwyr81O734Wz09ar7QG3rkyxMtTcB4JSSfZ4sAppKqsVLq8eGtcIV8XMXQgw4UnUaWR2vW2mMlN7rc++qt60VuYgWV1Q77Xm35+ufYGNGSgMAPqlxwJ9Bq9eKEGAxBWCbP6Ltnvb7y3DWu8fbhM/vTLjeYtG6X5o4sLl5UO61ROm9qz77S09NQuTvPF6998x/IHofCq1Hsg2jX++RfHu73vqrtVi0DpE/9/7WPZwf75rW9Vgi9d6VWPQeyTbE3lBdAFyCEO1D82OBLxBiA/1bBOVHynqEUEKbCLyDEH+MMw+flLIWQEq5S4g4A6eNcspLzXy8LNqGa32ztCR6BLHV2hth01OKUjn+72eTavaSaXZjVQIUWZrJUF1kqi4KTU3YRIBMxUeGIlARWIUJHZ0bDh7P66uDHfX2ojYyMlrxBEy0eax4PWamrkilcGUDQpMs23hr2DnNNlJYIBb3q85qZgYt06YG47sR3K0kgIZLhypNZYOviDcbZ/LvC5eFvX4gtgHqTjyKD39zb7fdPCoDbXzp7R8z97K1IGC1fCtqHvHGZ+26PWosZV8un+n1ufsaM/D+49u8Ne/v3FF3FOvmds+7rzK1LFzIijvu7dgTuisvOR3cO2lyRNsw+vX+0da/h7U9FFpfW13CgdMTf6/BwPXen1jE8cQxjmQ7kt5jsbtALB6Q3odC6wDLtf8L+52Pdr1H8u3t9Nd+LFqHyD5uIHXvqr1oxKr3P83pvIdiuZ9i0Xu0+zzWhuopMZ4XK00IkQq8D/wTIWqIf9vTEiHE3ZHeSym/m4ByGvQDqxJgbEojqaqXDJMLmwhQYG4iXfGQprjJU92YkaQoAltIuGah4pfQFrCgtimYXALTzgwaPemY3JDRqJHtlVhrm1HifJqLFdO4MrxlObTHqW53ZK26jwOayhp3Oa/VzeSzilJ0d/TGYn8peHYr7ht9pIrg1G2v9HNf/SImPDY0+60vl8/0eyOCjWfeQgGwJMwzcdfGcLj8M/77CW1/9JKl9u7pOSPFxZjdH/OLcdFCQiePIdG7nthtHePRummvLXpmA2Agek9EL+pAKDzrC77B0TGf3/6jvlw+w0n/NRl6H6Z6j+Tb08ga0ENZMn17V+3117/Hq/euxOLfF5dHvj62hmo/VuP3wZmAm+Dw/TcIbq362zjz+EmP94O7sa1BzChCkqp6SVM9pCkebIqfFMWLQ/FiEwHMSMyic/9epctOvh7NjOoVmDxgbpOY3BIk+FIVRApo1hTMmaEfzt2JKa+amYE+oYSWsam0jVFpmu3HLzX8UqNZ97EnYOd912Rer5rBrp0FpO4wY4rQVg43pBIPWn0DHqmRStCZfuJVee6lYyh7b9WA8k0WE/7vt7y96D7KSqu6pW//xzwmXdZ5y8pAAI/UWeEBj27mSGtzN6c2x2Ji558Wwo+eYbgxFHrX6xKzZ3p/tJ6xW2NHQqz3Jhl6b/+hHowd4nb/ZzZvL7qPK8ce0y3d0HuQkaD3SL59oIwm395+z+z+z2z2LFqZEL17SyJPa0iMGuJFSmcoRNUkpHwcIRwQ36bAUsrHB6dwBgPFrviYaa/EoXhJUbyYhUam4sEmNGxC4hCdw0GqECgoKAhUIahxpZFyQGJplZidOqpXUjfTTMaSKsamNeLRTPj0kGyXD6ycwmRCGV+GZ2wmbSUWnEUCd7FG8dh6XNJHnaaxxZ/Luy3T+LBmHAd25mEvcPKfpXdzyevR9zFOBAc1F1d9ei3lLzXjOfVIqq/w8L0Zb7P//LZBs9nzR7vnj3nXntG+rgUYd8F6ruQY7t9Sw0L7LvYFMllg/YBcdR3jHryKydd07vnxRPNc3p7V6awe2buST7yF/PTTs8l4NYWUrzYNpGqDxlDoXbk6vs3/ejIQrZeYIPvpBH1YURhKvUfTcSzHI9Gu93O+6Kr3+g69c3Vnvobeh6fek+nbF9p3Ma888faiPZR11Xq8oxR96T0e/65Y/xTRTnIaqkJcBVwNZAMTgDHAA0DM/epCiL9IKb8vhHgZ6DVOIKU8I0GlNYgTMxqFpubQE7aGGZ0URccmBArB4SAFBVUITD2eT5w+C9ZmiaVFw+TWUHw6/jQzN096keNt/m7ze+J6sumBqWQM/rG5tJbYaStScBdJ/AVeCgubWJS/mx1+lXWecbzZMB1dCi4vW8WVs9t7Be2oXXoJEsr8WTjExzRqLn5W+RXcdQ5OeeINvpW5HasITmZ/VCTOdrQf5K7H+vvD3c6z0/K5+sABZls8EFoQsPv0hzl/xmKaj6mn+ruLeHtWZ8+CMmc6F20px3pyBeWsB2DHSTFMBEwCQ6H3+dbmfpdvoFqPh7h7KYdY713L2LOcA9V4VyLq/YNrDL0Pc70n07dD4pfaRNJ1uPT+jggmwr/r5WHXUQHJaqjC9cB8YDUAUm4PxVSNhydD/0duhhskBVXoZCpurELDJnRUATYhMCNQQk/Y7U/andcoBKRGQFOweSVSEdTOtuHNBmVGC3mqE1UMfK6cmpeHPjaftuIU2opVXAUCT2EAR4GT6bl1zM+qYLy1hpda5vLqvhmMSWvm8QkvkKHE9oM90Hlzu85OxY/GbXWLaPHbWHPan8lVU4DOVb6y93NZwknkj3Y7H3v9XPb377H1dz8EoK6ymNZTg6t+femd5+371SJWXHMHZqFw/apT+by6mIXFe7ir4D7i3rpuCBiueh9srSeCZOo9kUP+4WjXe9mLDWz5UQqfLrnH0PshrPdYtK7JwZ+v2tO3J+ph7WOvn6PKg7NEx/7jD3HrfeKVtRHzTlZD1YuUPkSoBS2EiTC9otGQUq4N/f+eEMJCcItXCWyVUvqiXmwwqJgFFJsCKNCxys+Mihr6vrs+Zas9eku8fhPZLQF8GSasJ9fy16nPkqc6mWgemFTVnGxkSQGuMak4C01BJ5avIwrclOU2MSenksNTKphsqebXu8+isiGTvPQ2/lz+LBlK6oBsx4p+3FxOWvwZv6tZxNbWAv414QVSld7zdtyxxD7uJ4PRQG3n1+OOpJRVbA29v6B0Ecwvh483MH7Jbvy/g7prjuLja+/qqPdT5e/yC/tsnt02h58Uhl91n2yGm95HgtYheXqPtLAkXMO1rwgb0WjXuw7svewZcoElC8oNvR+Ceo9V65v8iW269OXPe2p+IB0tvx53JBBsqE6+fC0XEJt/V4/awWZgxqzIIdeS1VB9DyF+AdgR4iTgOuDl/mQkhDiN4LSBnQQDPIwTQlwjpXwtUYUVQswEHgI0YAfBaQsrgFnAHCnljtB5c4HbCX6uf5JSvhImr1yC8V79QDPwNSmlWwjxInAccK6Ucnno3DLgXoJ96U9JKR9JVJ0AlhbPiXp82YHo69PmLw0/61xAx9O1OeS0ej5hB9OC7zWpoyPxSw2TScOfquJLVZicVcvxdp14hx+72cjNQY7Jx12UirPAhDtf4MmTBPK85OW3MDW7msPT9zLHtpfx5hYUYMe2Iux5Lv417UlKTEPjyJovWkjj6S6Ullx2rith2bl/IjWME23TPdT408PkSRc3igAAwPtJREFUEB/xNEi7hiBJBF2dY95f9rGpdir5x28B4Kmf30mq0jnJ/sq9x1C5sI1y1vMdjgb6X47RrvfhoPVYeymHWu/t9NRxX9EoEm1zqPQ+UK0DqEXh0w29x0c8Wv9z1UlAuF3hRwY976FY9E5oqebeDZG/j2Q1VH8GXAlsAK4BXgXCB07rmzuBE7o0FicArwAJa6gS7KVdFMr/MWAOcBbQM/brr4AzpZTR1g02AsdIKXUhxG+ArwBPA9cS/Cy6citweXu82JGC0mMifdd06P2U7ZY+dgWgSbdxUulW3r5iMilWH+fnfdy/AgiBaUwxWmEWrgIHrnwT7jyBJ0cSyPORmdvGpJxa5qRXcphjD5PM9eQpArMwcdRff0iqgHHT64bEkamTJ7D7wgJmLdlK04FivHcVUfr9g0ww97atSZ1lrnxa2/o32T+Wp+vB7FENx9aGfAK6QmDxPHado/Llt49g2eK/MtkcfOJ+74OZ7JY/7ijfcCSpeh9BWoeh1XtPhlrb4ezFovcJfDSk5YwXQ++x0R+tr1wxc9DKkwj/Hu8c9Fj0HgvJWvWvAw+H/gZKTXsjNcQugtuyJgwpZdcliF5gn5SyWojOyb+h3bFswDNCCB/BRqeTYE/x6cBFgE1K+ZcueanA9pCNgz3yMxPcWvZBIUQK8B0p5bZE1muwEIBVdJdWT+fVFZfU2O4rojaQxplZn3JzwSrMQg0NIfVjYnuqnZb5pbhzFDw5Am+OJJDrIz3byYTsOmZlHGC2fR+TLDUUqxppioVazcsNe08jbZ+Os0jh+Ymv9s92jKg52VSfMwX3ya38YMYL3PHZyUy4/AvUwnz+NvnfQHdn5pcaH3jM3LD6HKwNf4vZTqyOKZLjGezG4YSsOm4teQnHY3Dl4Wei1dXzHY7mjoqPmG2x8fezHmLxDwe1CAMmqXofAVqHodN7OCLNyRuM3tRw91vXvLNi0PsffjQcZ6Z2Yug9OgPR+qR/t7ArTnuxLg6MNjc1Xjuxkij/nqxV/0cDNxFsiJkIal8i5fjYsxBnh15uEkK8CvyX4BzV84A1ES/sJ0KIM4DfA9uA+jCnFABTgNkEh/B/KaX8rhDi9wQb5NnAqaG85gP3AR6CPcLhyA3lNRHIJzil4KwEVSdpfOFzscw5neaAA69uwi9VHKqPcdZaCs3NZCoerMIcdgeLWPHbBfUzVHxZOnqOj4wsJ+Oy6pmeXsVMeyWTLNUUqz4yFAuqUHmqpZTfrTydcU9LnDMUJp29LarjHQjq5AlULc6n5RgPl816h7GWOm775/mMv2UVEjA/4WNcjyfuRs3Fv1qn8KeVpzD5US/1Lk9CyxTpSbs/P96VP19EyR/6jgsoj55D1QIHcxyryFYU5r31HSbVBYcjl8tnmFsG2sGJzLS0Dtue1FgYbL0PZ61DcvQ+lD2n0fTeVbeR9N5e1qt+fSer/3g/My2tQ1LuweJQ1nsitC4/2xSXzb4aozC4U7ciEc2/A1z16x906L09v0TsTJVoHgF+QDBIv9bPPE7v8rqaYOMQoBYSv2WJlPIl4CUhxD0Eh+uf73FKM7BGSukSQrwNtD8nLCc4z/Q3MtiTjJTyY+AIIcSPgCuAP4cx2QRsDg371wohchJdp8FCICI6g/vrjuPtp4/EXiMxuyRml07DNBNfu+htvpK1G8cAG6kAul3in+4iN7ON8owGpqVWMc2+nwnmWgpUHxYh2OJP5ao1l+BrtJGzVmXaCzvYdsNE7vvqw5zsGFgMv56oE8fRNK+A+lkCZUobMwq3E9BVHn/1BMb//CNK5Sqc5yzghtue5IyUdR3X+aXGWi/cVHEelW+UMf0fOwlUVcdsN9aJ9IlwYpNmO1m2bB2wjv9clsVjU8q6HVdsNtpOPYyawxXKXncjPlhHzk1lzHXs4Ss/+iGT/ht+uLOg5CDQ/91UhoJk6n24aR2Sp/dodNX6YOq93U68es988kP4Ixx3308oYXgHgDf03slw0Xq4xmg0nxmvP50028maZRMB+E/rngH793j1nqyGajMDXOwkpbw8UYXpCyGEVUrpDb1tIbirVk+2A/lCCJXgHNb2fZOuJRhK6yohxHOA7BKVoIUI4UBDC6zaRHAzhKzQuSOK9m3qOt9LtrXkk7MpQMruZkSLE9nmRDdPxqObQ6E6Bo7d5uPEiVuZ6KhhivUg5eYGClUNh1C5s34+/1h1DPZKE8Vr/Ti21SBbWtly40TePesOxg5w7pKw2wgcPY+2YgttJQJXWYDi8jpOLPyANfVlbN80hpqnxmN/8WPGE3RMe29cxPtX3dGt/jWak/sbjuTxlcdS/nyAMctXxbzHcCIaqPE6MkHntJUL0hp5jC6O7K0S/jX5vyz+/VzKf/1hMG3hbA7P3shjU8pIjTAnbyhCtSSSZOg9mVqH5Oq9Z8zH/o4K9OchaKB6DzfXT5N6TKMRw4VDTe8jwbdD9OH//j7wD5Z/j1XvyWqovoMQdwDPEZzzGUTKT+PNSAhRAtwDHE1w6H8l8D0pZWViigrAKUKI9h7S7cAbQoj/AscAk4QQt0spXxRCPAy8C+jAZUKIUuAM4DRgE3Aj8KII1l0HGoCLQ/W4m2BP7RlCiAeklA8BvwOWEfyevpPA+gw6mtR5srWQf+xdhNNnobnVTsBrwrHFytjt/8/eecfHUV1/+7kzW6VV77Jky03uxsbgBoRi0wMkgRAghBpKkjekQXr9kRBCKAECBBNCICQQIKEkAQymhNgG29gYg42rbMuyrN6378x9/9iVrLK7WkkrrbSahw8fa6edO7vfOXPLuefWIdo6aF8ykebpJpxlGgtT4rdKb47ZyRW56yhUXWQoghRhRhUqtzccw0sPnsykQwFS9tWh7dpLAPCddTzbPndv2JmYA6ZUY8bt25mVcoQZ1mqmmpvJVhSurvgspit0ph/e0OPwtsuW8t71d5ERStehSZ3NPo2bd19O+0tFlK96HxmnlCWxOqnBOLN6zUz5f6/k5Cl7uWfCG+y/fRmTv/8u+5+ez/aZj9GsS/Ieerfr+JNWbeR/86PnTbQUDzRaK3EkSu8J1TokXO+RXtzDVUHtZDj0ftz7l5HPzkGXaSQZl3ofxb4dIq8qGGn/QEi03hNVUV0S+ve4btskcNogrvUY8DeCsakQnLT0GHD6oEvXCynli8CLvTZfHOa4p4Gne20+O/TvP0P/w9Ewhe7n3gTc1Gvbf4GTBlHkhKMj+XPlctr/UYStWTJlvxO1oQHZ1o7W2ASKSv2CKZx/wXqm2upYbqumd5D5YElT/Bxj8bHLb+E9TxGaFLzcOJ+6X0yh4EAd2u59Xf0Aak42L/zxPhxxSvo81dbCvcXr8Eo/TXqAlztm8NAjF1B4T/iW472/ur8r4bRX+nnRmcv3119E2ZOQv2b9kFOdR3JOQ3nBh6N5u5kll35IJfCpl67kinPewnyuxqfTHuYL+87H+amjiSvEcXP535cFwaQf/ZdpLJAovSdS6zD69B6NAa+aFYWh6j1cGfIvGBuVVBifeh9tWo+m43hWUiE+/r17uVaKiwak90TN+j81jlfLk1J2Tzz2ZyHEN+N4/THJ7m0pMeTS2zps9nV02jxWUhp07A0+1CNNaLX1SC3oRtR0B/5UySx7NcWmZmxxDHAPrjNt5vL3ryL/CTvm9gDWAw2YD7zfJyB67+9L47oyiYKgQ/dy4bU3YX7tfQAKI8Tg7Hn8WBZbtwLg0n2sai3n96+excyHatH27g97TjTSyOoaDh2MYxqqM1MzM/jRlreYbl6HJiV7Ag6+XbaMYNg4NF+5jIZFOrlTm8j+XGVUR71SXMTBXywn/bh6ss7d06/t8ar3RGodEqv37vSn3eFoBA1U76/3U1GOVe+J1jqMT72PBq0nMlY/nv4djup98zm/BqIvNjCyFVUhLkfKJzk6jN4TKe8exFUbhBCXA0+FPl9K+Fn5BiNMc6ODoo2H0Y7UEAgcjcJRFszGXZiKaVIHy+37yVTAoQx9edROBIKqgJvAPgep7+5Ga2gMGwPkPft4PvrUg3Rfwi4ebPGldTmyaLx+yn2AA5fu4/7mOfzphZVMv+NjtPbBzfyNtZIarxn+vTly+RyWWt9CFcGhrktvvA5rtwQc/7vtPir8flp1K4c/ymJV+ZSw5fnr7uNp0+u4Ov1+FATTHr2e8mv7/z4TTSL0nmitQ+L0HivD1VM/UL2/Pr3vNfb8fgm3nf4Mbbrd0HsMJFrvidR6O819VlMLR7x7UzsZrH/vXqZJD/w2pPej/t0Sg+3hTZ7Xl86I4rQw/w92XOAagsPwNcAR4KLQNoMEokmJcJoIHKpCBnq6EndRKu0TTBRltTHZZCNfTR3yTP/e/LX1OKY/0YjWEL7Nsv/2ZTz2h3uwivi/uJ9uWBp1f8sVy7j7wLtMNTvwSj+Ptk7nTy+sZPL/bUZPwEs7Xo7MeYKzx2zgU3+9rsf++5pn8qPKCyhQ3VzoaOO2/RupvmV51/4ffPhZAL5YvomvzHwHHR1VKOw/+488Wrk2LmUcLhKp90RqHRKv94HoN549UgPV+8YDE5n93WBfjH7iAo7fqnH/WY/z2IxJPPy7Cwy9x4jh2xPDUP07EFbv2pFpHDxUGNX2yPaoSvlw6N9f9Nk3yOF6KWUlwQlLBqOECl8al+07j8ztfdtBwmqlbpEZd0mAFbkHu1YziTePf7yUKTu2ht1nKpnApsvvHrZ1njc8cwxFEYaExKI5vPqru8hSU9CkzovOXO599Wym3/ExepzXee7NcMeAfm/B6h6fs01OCLWXTaUlPPxqCUpA8HLuLL6WeYhFVgsffetB+Na00Bkf8etu5x8M+Jg1MTgJ49J3v0wwY9voI9F6T6TWIXF6TyOLJWJFxP2jV+8AWwGYc/9XKWE9uQ+/y8Ef+rjmky/QtLaQY8/ZgaH38Bi+PTzD2QkBQ9V70MfPuf+aPnp/98w7gOhD/yPdoxqNQa0/I4R4XAiR2e1zlhDiT3ErlcGA8dbZqHtwMoVP9w2WVvNyOen8D/j7mQ/wndx1w5J82S11Jj4auQV/8L7MuMfqddIhJUV3RU65MXPVLrLU4FrHm30a319/EeUP1SastR0vRxbITeXStMoe2+55+6yuv6vPm8jUm99j8vff5aXZOUz761eA4CQDvzwaXfbQzk+xUlzEaSf9klkTj3Rtr1/ewp77ljAaSaTeE6l1GDt6XykuiutLO1a97/ved7hp1lsR9f6NK14Agj2sF/7+FlLPqqD0l+sNvUdgPPv2NLIGNDk2EXrvz7+H03sn3tLI6csSNes/HINtes2XUrZ0fpBSNgshFsanSAaDQfVoZOxqQ2tu7rszEMCheslTvFjjPNzfSUV9AcUfb464f0nx0FOlyAih4lVV+ZRGOe+y7HcBM3Wak5t3X07Zkwx5Ikkn/fUwdSfeQfklhQ2kKCU9tplagy+pA79axtQ/1/SY7DD1lnc58oUOslVrj3Ouz6jm+upqYCtqUc+yKv7h6X0fKonU+0hoPVo+20TqPZHEovfV3SoPsei99wQpQ+99Ga++faCMBf/eZ0JglNlXo6lHdbDZGhQhRFefsRAim9FVAR9/uDzoW3eE3RWoqeXth5dwxlO3cPPhlcOS1N1c44y6v9I5+IXLNKnjlxp6BLkqzdFt+6WKX2qsal5E+7+KMK+J7HSHk3gPi6Yrfb+Pf3/xTgA+f+5aEH1fupu8+VGXUzxr4jd7ONyly0Zp+p4E6n0ktO6WkYctx4Leh/LS7r2oQCfDoXdTac+KgKH3vhi+vX+GIzPAQPTeufpbrHrvHO1wOCIvlTyyFVUh2hGiLcz/7UDxIK96F7BeCHGrEOJWYD1wR9zKbBB3cle9S/lDVbyxa0aPlU1Giqp3orWLoxNAo0Fz45GD6+24/8hKtvk0Hl3/KQr/GH59i3gt89gfnXZi+b8/WvW+30e5OZVb92/iRMdu9l6d32f/TEt9n23duW/t0yhzZwKw956lPD7pzRjvbHSRSL3HQ+u7/IN/TcSi95FiIM9Vf8fGovfeKwQZeh9+RrtvHwmG4/0xbP59/lG9l1kiL7450pOp0uJ/SfmEEGIzcCrB8IHPSSnDN/cMRg8BbfB96ENk4i/W84cvTODGzMMDOs8vNVy6n4MBO07d2v8JYdi8bgY3L0yjZLVA90RuQQ6GzvQlMPL59mo/Dh8XNtuscdxfruHHFz/LX39wtMdIOWYW5eatUa851ezgldc618/YyugaABogCdJ7PLS+2VMGVPZ3SliGU+/9EctSwYMlVr13X4O93Bx9CVFD70MnWX17fwyn1mFg/n2luCjk358Ke04nU80OXnn1qN4X/ylyA0FImaDaQpwRQuQDXcnaQtkAxi1CiHogfuuShmeSlDIvQbYTbX+82g5r3/jNk9p2ou2PV9th7Ru/eVLbTrT9UWcbkqCiKoQ4n+DwfzFQB0wCPpFSzklowQwMDAwMDAwMDIbEGB5b6OJWYCmwW0o5GVgBrIt+ioGBgYGBgYGBwWgnGSqqfillI8HZ/4qU8i1gQYLLZGBgYGBgYGBgMESSIY1TixDCAfwP+KsQog7CLv9rYGBgYGBgYGAwhkiGGNUUwENwxv/lQDrwVyllU0ILlmDMllRps0XPKTdjckPU/Xt2pEfd79ba8enuPlP1crIVObH0aBtIk5IOacGrmzEJDYsIoCAxCR0ViRACBRCIHqs+iF5rQPikxq7WAqxNQc22d1Q3hAu+zs1WZVlpcJ3nVl1EnLEYDWGzoltVNItAt4C06FjNAbLNLswiQHWVhrPZ1+feu9veXpOHuS567r1Y8BekUpDbQgCFtu0qHpz4pDeq7c3bvAOykUYW/qk25qQGHxuf1Kj2Z9DutSIEWEwB2O0HoJ3mPt+7RViljdTO/VGXwxsK4WxD8uvd42nB53dG/c2HS+su3Ur1jtZ+n7VE6n3XgVxEm2tgdmLQeyTb3fUeb7o/P+H0PhJaB2gL1If9zZNd74n07RDZxw1G7515gGP177HqPZ4+vvNakWzDGO5RFcHcq71r2Z03+VMhxD7gR1LKN0a2ZKMDmy2LRUv/X9Rj3nzi0aj7z1l4RtT97zY8G3Z7zgQLd7xQRo7iokD145Gww59LjT+TTNVFoakFmwiQqfjIUAQqAqswoQqBgtK1PnTv5ff2+ztY8cK3KH+iHRHQeW3rrWFnIbpMxZQ9dC7PTAn+9H1WwIiCmpWFPq2E9rIU2ktVXBN0lAku5hYf4cTsffilyodtJRy+4l9hz/e780m75zL+NfM5Hmubykuzc2K2HQ5x/DxafuHm3/MeZ42rhMdmTGJDBEn7mjPw/vn/8caiP/LbhhPY2s/6bN1TmSwRK2hbupR3fvtA2ATNLzlTeGB6eed5fb53G6m009yVjqfTQXZ+Hkq6rO4pt8LZhuTX+4btq8LaHgmt72zMp/q8X4X93keP3pf10HukNG3dt8ei90i2baR2rQIX7+UrO5+fSHofCa0DrK55MOxvnux6T6Rvh/D+FaLrPRKd2mynmcVL7xy03v34OFmc3+Oa0VZBHIjP79R7tIrvmK2oyig5WYUQKjAX+GvoX4MRpF2380bbHOakHCbFFswSlqm4UM2SNMVNnurGjCRVEdhCD03nw6Mgoq4PrfgESqsLEYicSNpU76T1xEbO7BaqLMwWpD/yCjumwgKw2/BMyaVtogXnBIF7QoD0onaOLazixIw9LLIdxCNNzLUf4nlP+EenzVODaWUln2VxRFsDYd+FDn5X/iy5aiqXpDWj7VLYUB7+2Haa+fiCWykAVorIL+tOuud4XCOf4/RnTHT8xtu1XnV3zk91MWH/Rn44uf/76n3dzn97J0Af6Vyvw8VI6B0t/Ao/I6H1mzZcFfFa0uNNqN4LP/MJX+SEfq8brjKZ8cz7/ep9RVn0aw7kZQyxVWA7n5+RWPRjMCS73iP59pHQ+hMzoi9YEKvewxEPvXfS3cdHagyGez4G6/eTYTJVH6SUmpTyQ+D+RJdlvGJWNFR0tNAqH2ahkaJ40VBo0mzU61YOBczs9QuqNQ2v9He1tAFcuo9tPg+vucxs83nwSj86oGggvH7wRnZM4ZB+H3UvzmTlx+2oBT1X0TAVFbLnpim0LSikaZaV1nLwTPNSOqWelaW7uCDnA05J2cs0s2SRFc5N8aAOMJ/zgV8t45HKtWG3R6Lu/y3n7JXvc6rt6IodX0xrJJA3sCHH/U/P59Ewtvf8eVEPpyEDATxS5x0PvOYy06z1HFpaYDGx786lEe10v1akv4E+ldje+3q/pDuX2ButL24YAb0PYCnKeGs9c+fAV+pJtN4PHioM+0Ls1BLEpndvSWTbndfpfs3u22NZ2S3SMaO9EZfMek+kb6//SuRzItGff+/8fyh6TyOrx7XCMRD/3Nu/Q+TlimEM96jGgpTy4USXYTxiV3zMslWTZ2pDR4CETMUH+Njjz+Gd9pm0B2zUeRy0+uyUOZr4ZsEaZpqPDgft9ksu2XQdYnsazG3nueNXYRYC1SUIHD4C+sCX5nNvzWbenCo+t/FDspWjbTSzUFi26RoanZl4CjVsRU7m5tdyYcEW0hQ3e72FnGFvCg1fBc8zuQZmv+xH73LDU1/mil2vM8HUzEeeUi5I285E01ampN3A9Js29Dg+b30m38l/hKcalqL2WjdcN0e31f0FCsAl27iWE7nwkzqW2is4FMhkibWRXHUrk/9wPdxw1Gk80bqQN+cddVaPVq7lfW8h39vyOTJeTiX1sy0Duu/+enM7W9jxbH2PNCOhd6kNbH5oPLWetzny0oaRGEm992ZyGL3/1VpErprK5H8dT/kNm7qO7U/vivXOAdkOt0JQ74pr98+9Rx8MvSde74Px7Tf+7Vqu2LVmyFp3FQ68URhO713+/eHrhlXvEF63vUcFwnU0dD+vv46IpOxRNUgsZjQKTa2kKR60UCvaJiSZCnh0C7vaCvi4qYjtNUXsrcznw4ZiGnV7jyGhOs2B2JFG6RoXckca9Vrw4VL8DKqSCjDpZ+u5Z9oszvjHzWhIstQUstQUHIqNrYufxLG8noJpDZxQup9P5ezBo5t5um4Jq3acwFPtE3sOWbkGvkSe/vFOnphRykm2AF/POshEkwOAPRc+ROo7wdj5jouX8sWdVdxf+jKrjpzMwZ/OYNnmy/HL4D27dB8i9s6GLtbI5/jKzHeYb7FxboqHXDX4fe4/fxUXrruBleIiam9a3sOJKQtmc/nOy3lo+jTKvrCNrMffpaPDFslEH/rrYY30Uu/dah/Nw6AwOvUeT63LzdsHZLvz90qk3gH+MSu/r97Pe4SMtcHYwlj0rodZ4zwS4V7W0UYWIh1n6D2xeh+Mb9e274qL1s1DmJ+VSL33rnT23t/7nHC+PyljVA1GL6rQyVTcWIWGTeioAmxCYEYwwdTMcVkHafanUJuWTpM3BYui8VjdSfxVCeDWzHT4rexrysVRKTG1uMncY+OadVehmnQmbPUPrWx5edjqFaoCJr5d9SmyLS5OS9/BmSmtnFuyHbPQmGarYatzEi/UL+DggTxS95lZ9e/P8ssTA5iaTVhaBMF1JvoSy0zIfQE3Z755E9nvWUi78Aj/nv00e16aTjH12Br8ZKouflZ7MrV3TyXltQ3kvQafZlHw5MXzkOojg77/jV4/V/3xG+z65bcBaKgqpv3sYBiFr9tE4EM/Xs47N/wWs1D42vqz+bC2mKXFB7m74EHmD8JuuPimgQ7pj9bh/9Gq93hpvYT1Q/p+RoPeJ73YxM7vpLJl5f0D0vu0a+uHcutdROp16u+zofcBlGuYfXssDFXr3s8MLQvTSOu9d4Wz9whZtFjWgWBUVA3ijllAsSmAwtEgejMqqhDMtfiZkrUZn5TogCbhufZjeHj16aQeUrC0SWwtOllunZS9tVDbQPahI2S9KMHvR/cMvLULoOZkI0sKcE1w4M2WXPPRFbTsz0LJ81AzKZ38otdZkrqPQrWNNmnln3uOQTvgIHsfZO9wY9q8i8wnXIhFc5Cbt3N4CN/P1yedQDmbgx8ehlOv+RaemZLAaYs4cLXO03VL2P/ADNKff6/PuXXHp+FodQ/YZqeT+MlkKGU9u0LbLyldDovLYONHTFm5H/8voeGGZWy88W4cSrD1/WTZ26jL9rIDuKWyaBB3HJloL+Jore/RxGjTe7y1PlB6v5ASofdOfjL5eEpZjw6UXw2XEJvef2ifzz92L8A6SLvhwll6x2bHEhYzGkl2vSfSt59w2kfsG4L97nqvvOo5coGVS8qGXe/Q1z+HC3PpTrhnIxLjuqIqhCgG/g3MBhxSyoAQ4hbgAuAgcJWU0i+E+CLwNaAJuExK2SaEOA34FcEcrl+SUlZFsPEicDJwkZRyTWhbn3OFEHOBPxBMsfUVKeW2UPmeBGzATzvPjwXFF8Be0Rj1mP5Se6yufi3q/sVnho9dE4AZgSIEZoKOrDM1iVUo2IUltC043JKmeDC3KqQe0TG7dExODdUTQHS40FwuZGDw6zeouTnICfm4ixw4C0y48wVCSpobHeRNa2Rmdi3Hpgdnrn7onsh9DdPZXV2AdbudnL06GR83oe3YjQ6oBfnc+PTzrOsoZ8OCQRepD9l/3shVH9dxYGUuNJVSeU856c/1dWS/2b+BSab1HP/24F/cnXR/GV76u0y2188k/5SdADz5g7twKEdnhl5beSKwF4BZE48MyV60YaFIxBK7Z+h9+LQeSxqcgZAIvXcn73eHoupdLdoL7GWlUNggHXGx2V3/Q62AjoTWAdQIbdJk13siffvr7iKeiJ95oH+9X1t5IlVLOyhj25D1HmvM6UAZ1xVVghXPFcDzAEKIPOBUKeWJQojvAZ8RQrwA3Ah8CrgQuAH4LfAT4AyCldwfEKzIhuPG0DndCXfurcClgA48SLCy/H3gx8A2ghXqmCuqiUTplTev+3bomz+vXbdha4LUGi+1i+x4Fnvwt9iY8cdc5JEa1IJ8Gs+YimaF3A/a+u/lEQLThGK0wixcBSm48k248wSeHEkgz0dmbgfTc+pZkF7FMSkHmW5uJE8RfKtqPrX7crEdUbE2SzK2N6Pt2N11WefxZZyf+hrnp27l/ikDTzQdDrV8KvsvLaA58CYNPgdtHhuNp8D0Xs+476zjmWfZwgvOPGq9gwvai+Q4djXlE9AVAisWUXGhyjlvHsfqFfdSbg62uP+85M+DstebaDFL3cvWu2I6XM4vXiRU7yOg9fKnroRL4vO9j6TeI9Gf3uNFf0P70Rpgo1XrkPx6T6Rvv2ffSujskR0indrqT+//XTeXqfStPA/GVrR90UYS+tP7uK6oSik9gEccnXm3GHg79Pca4DJgB/BRqLd1DbAqtBqWW0rZDmwQQtweyt36MnANwdytZ0spvymlPNLt+oQ7N7QrW0p5KHRMRmjbfOAbUkophGgXQqSFzhvVCMAqekorWu48l2bF2qJjruvAWWLllWUP8aaznL+/cA4WgNws6ld6SctwcyQ1iyJ9DkLXYWuECzrstC0uxZuhBJ1YniSQ6yM928nU7AbmZVQz336I6ZY6ilWNNMXCux4rjS0ONl9wT488c6dcdx3W/wRnTdr+vZHv1S7gNwVbsVQMrZdHzcmm9sIZuM9o57qZr/LsoYU8POuvzJ9og2PB/1mNGa9fz/Srgk6rYa6ZZzty+NHGzxDwPTggW5EcQKfDyMpq4FclL5HyGFx77AWsrn+YWcAHB0uYb4l98lR3W7H0mMarhynRjIjeP1kX/mIjoPXJl344pOFIGFm998fUXnrXGhr5Oifw2wPvMd9i442Kcn49dTCR2NGJpPNIIQKjlWTXeyJ9ux4hh2t/hMsy0Ulvvff273/8zCp+/Z3+9T7YWNNYRsSMof+BkQl0ju+1AlkRtmV12wagSik1IcS3gYcILuN6bgQbfc4N/dv9Se/8W5VH17jttD3qK6qNmpm/tBeiSQUNhXTFzRLbISabjw4reKWfV1xZrGufzob6MjpKFHRTLqYJTtKEpNTSSMN8M6UVU6lbmk1xQS3Fjlben5aOyZMeXJNsa3j73lxJ4xeD0ycddi92oCSthdnpNcy1VzHdUkux6iNDsWAWZp7pyOdn75/Pn5Y91icZ8tuPPNJjGO2lF5fzm+u3Uj4/+vJ1lT9fzsSf952EopZPpWZFPm0nerhq3luc6tjB1Ruu5uJZW3pUCs1CZc/pjzDtoRtBkXzjxJf58eYLmPaARlNN9KGyqh8sp+TX6/utoMoTFlCzJIUFKevJVhQWvfF1pjccbc1f95NvseE3D1FbVURBSfQh/2g58HrTu/e0e5nGIiOhd39l39VkYGS0vrp6a8Rh4E4SoffOiYudeu+PWPU+1xKbi+3d0Iqm4f7ypI6V1FSQ/HpPpG9XG1up7Of7T5TeO4mm92ixqEPJv2pUVHvSAkwI/Z0e+twS+rv7tuZu2yA4XI+UcrsQwg6sllJGSjQR9txu/3b/u3uejk7bo54jrVnc+vLnUAICEQB/psbXP7WGb2dXdB1Tr3n51tovUPKSifZSlbzzDrOiYBeLU/aRq9pZYm3k+iv/w7YLSzjR/jGnOXaQovjZmV/A/lOCSZ23RsiSOzetgfXLHscvNZp0H2vdpZiFRpm5gQLVR6ZiwirstOoejv/P1xBWnR8t+Q/LrBpH2w19Ofh/y9j55ei9O9PnO3n51S2oYivrrtD59s+/Rs76GloWFdBwjCBjfiNXT36Z2bYqbnj+Ot5YcxLzf7Sfn+Vt7WNbR/LYGX+k1NTG9XsuY8Z3aggcqUHK8IsdHDvfwqbVE4EHefqqLNaEVvTpdBCKzUbH2cdw4FiFSa+6Eeu2kvPzSSxMOcinv/Ntpj/zXg+nkfmXd+E3cPKDtwDfjnrfnZWGaD2k/VWcu3+Oll91tDESen/gnfDxsYnUOiRW79PnO1m9eiuwlaevyupagrKTTr3XRdF7d7rrvTPTQbQG2EBGDaKdE+6ZGc0TCMer3kdC69ESc0XT+0pxUUz+vTvh9B6NeGoy3HyFSMu3glFR7c0m4KvAHcBK4D1gNzA3NLS/EnhPSukSQtiFEA6CcaY7AIQQZwOfACuFEI9IKRt6G4h0LtAkhCghWEltDW3bJoRYRjBGNV1KOfDM2wlA8YPjkILiA9UnceeZOOzNBECTOl4ZoEk3Ya20kvbWdsTJM1iWu58f5+4MXUElV03l61kHIetg1zZQmW9pBUfw6/lhBPs6klbdQ6suOaw5qA+kc1HadtJCTkxBsPwHXyNgg9lrjnDgkmKuPaOGaI4MYPu1D9Bf6mHRbYnApVaYfMMuDl2WyelF/+OMtI+YbfZw8e4v8Mol5Uytf4+qHyznralr+tiu05w81HQ8fqnyi7wP0e8sIHBkUxiLPW13cklaM491fym+UcLfyp9hxW0LKfvJu8FtS+dzbPbHPDZjEo4wMUpr5HNocgolv17Pzj57I9PfCzxeKUtGCyOh93+YvGFtJ1LrMMr0TreK6iD0DsHfK5bequ5EapwN5oU+Fhpm41XvidR6p/1OBqv33n43nnofDLHqfVxXVIUQZuAV4BhgNcG6zztCiLVAJfC70Kz/R4D/EewNvSx0+q+A1wnO3L9SCJEGfJfgkP8c4K7Q9vuATwPnCyH+IKVc1fvc0PV+BjxNMASoc2LWHcATgD20f0wg0gIopzQR0BW8mkJGqpuT0oOB64+2lXDHljORtVbK3vGitbRibfTh0i1xs++VsMWbSYUvn23OUt6vK+XaY/aQogRtNGsu7I0BrP/ZhJwzg7e+8lsg8kSK5R/6WH+MJWoc1lHbGpWBDqoDdv7dtoA0k5eX5/4Vh7CiCoVWXaCsONTVcl771TuBo0NSmtTZ7NO4effltL9URN4WJ9+634bl1f4dWb1mpvy/V3LylL3cM+EN9t++jMnff5f9T89n+8zHaNYleQ+923X8Sas28r/5tohrOANYiiuACmIh1iGhZKqkQmL1nkitB+2PPb1H47j3LyO/W7MsUl7kdppjelnH2igbS7Ha41XvidQ6xMe/96a33qPRXcfhYqq7b493g2tcV1SllH6CvaTd2QD8ptdxfwH+0mvbGvrOwj819O8mQhVQKeVNwE39nSul3Aac2GtbFXBabHczeihPaeS1Yx/til9QgDTFAph54uBSym9zoW3/oOt4c20bzsBQMrj1xCJgua2dk+0ulIxKZrz7VdQFgspAB482L+H1204ia1sVAYIriuQo0Wd5/jD3I0559fM80NLI1zIPRT1WFYIi1U6BqvO3gI01O2aSUbqOykAHPz58DvWn+gi2T4KkK0dfnF7p50VnLt9ffxFlT0L+mmBLd9PdS0mPYVZm83YzSy79kErgUy9dyRXnvIX5XI1Ppz3MF/adj/NTR5M5i+Pm8r8vC+Cjfq87UOIxOWQsVWITqfdEah2SQ+/dX7T5F/R8accaex3uBT2WNDwQxqveE6l1iI/ee2uyt95jIdqyqJHsRCLW48Z1RTWZkV4fgYoDQ7pGf7n4dsvwufxMKF1LuPXG5TOTXtsrIqK2gf9WTOM2ewN+qeKXKtkmJ2c7PmaWJYWtXi/PtR6HWzNzXuZWTrFHT1ejIrCLo63kmfMOUat5OfsP36XktvWk8R4nbHNzQfpWbjn9i5S/tZB9pz3W5zrT/nYjxy3bzca9ZUy/cgsvkcPlVbvJiOL8TCihJNgqdxW9x5dz/8c6j4X/m3IinXPoKn+6HG+exvSvb6D82a+y7+I/4NJ9rGot5/evnsXMh2rR9u7vumbr5zpov2gOEz7Xf/J1NTODH215i+nmdWhSsifg4Ntly4CgE2u+chkNi3RypzaR/blKXu8n4f7BXywn/bh6Np/z635tR0o11Xtf9xyukXpfO8+JNU51vOo9kVrvvPexpPfu6/6Ee8l26j3r3D1R7aaRxRKxIuJ1wm0Pp+NwFdv+9D4SWg+yN+zW8ar3RGsdhqb3cJqKVe/dz4+0cEW4Dopwn2N5LnpjVFQNRhSXx4LW0POFr7W1MfnSD/mv4uha59lUVM5TjxzHpmOf4eL3rmfypR8COv+6/Qa2Xn5v11BPOLrHEgG8PONlXnLmU3Lb0VicFNVLudlCxZcKmHb5u0z+w/XsP39V1/6pz9zItJvfoxmYTlPX9kvPvIra2yWCO/u9V7NQmW9Rmf3AVyntFqy+6fq7sQsL5968jGnffI8nzsrliD+Lx55fSfm9u9AamxBvTuCrpW+ho3BeyhYApj16PeXXvh/V5pHL57DU+haqCL5ILr3xOqwcHVr63233UeH306pbOfxRFq9PD27v7igmPfBbbjv9Gdr0Oq5Ovx8FwUAG7oZr+GesDI12J156j8RIaP1/C5+M6V7Hgt5XlU/pc41weu+0HcuSyLFMlgJ6NM7ikbJnNJIMeh+tvh0Gp/feOtvz+yUhvdv76D0WBurfY9VxtNGL2AKRDAziRCAQJahdPzrnMXCkhqY92QCYPj7aei9+J4A/6tzI8My01KPOmdH1+ZU5mZw3ZTmTfhqM6Sm/cSNnFi/o+n/aN4PDMRW3L2P/U8d0nadt30Vzk6NbWHv/3HZVz7VGTvnFt5j2rxuR/gCHv7ccvzSRobrw5mvsvn8i1++u4KoJ63lgejk/v+8KdCSqUNh/9h+5/+A6hCVytdF5grOHIz/11z3zEd7XPJMfVV5AgermQkcbGw9MZPZ37wZAP3EBx2/VuP+sx3lsxiQevucCdHRUoaAdmcbBQ4Vxq3j2F6/X38t/rJAIvcdb653LZMbKaNb7bfs3Un3LcgBOO+mX/ODDzx7V+++O6n3/2X/k0cq1A7rvcC/kWCYW9j7X0Hti9Z5I324qmxjV3lD03se/D1HvAyVSqIAxmcpg1DG/5DB1Fy3BcdCF4vIh3N6Iw1gz7zjAvCNfpWjz0RmgKbsbWPHzbyMVgO/EbPdt13S07buObnijhKtK1vHEuaf0GIrpjmnyJHZ+6QE2+zR+wvGcv6ORDs3G3WkPcMWdMuw54TCLnnkg8zY0k3YojarvL+Gqy1ZzefohrMLMjd1a/fPu/irFrKfg/vUcucXNqe98ncx3bORdUon0RV5k73sLVvf4nG1yQqg/1FRawsOvlqAEBC/nzuJrmYdYZLXw0bcehG9BZ2La4BKSH8PDz3HwR0XMmniw63orB+LFe9F9yKh3ZTTcscmQHSBeet9ZfU/MNuOtda8c2I8+1vQ+5/6vUsJ6ch9+l4M/9HHNJ1+gaW0hx56zA/jHgO69k3DDo7E0vsb6IhjJoPeE+vYD0bOojgW99w5lGYifj4RRUTUYETSpoyO5a9LzbPhVKU7dil+qaCjc9dY5TP/ahj7nBI7UUHxHDQAH/j6f4uxWLKfvJyeC84lGnf9o6tqXDwdz4QFc8s7znDPvNLTGpj7nBPYfZPbaqyj7wjb+fXhzV8+SX1rYVVMQs+0ffvxZCvkEgLO3t/DNrKcBeMcDFb58rMKMV/pRumKg4Dtffo6n7iym5pvLueKG45n2SnB4R64CUW4OayeQm8qlaZXQbaD+nrfPYjrB77b6vIlMvTm4EMBN34N77ryLvV98qI/t7lz4+545VOOVcmcspOEZCvHWuyliWua+xFvrx//m6/SXR7c7Q9b7jccz7eWR0/s3rniBf/w6H/3EBVz4++UU/3Y9qVRQ/0vwlsZnWVVD72NH74n07epbxXBKeFvJoPfBNsKMiqpB3HFKyWavjwLVR5Ga0mOoYqIphclpPWNRVk3oPz1sVpqL8ow6DgyyTNOstfwvlHeudyqSBWsa2LwwfBRM2Re2AUfXsYZgfJJmD5+EPBxud9CxVP50Od/MCiaVrtOc/HjP5TS/XsTKm+6gQLX3sHFVeh1XVdcBW/tMfPBp4YfXSgobSFFKemwztQbv68CvljH1zz0TSk+95V2OfKGDbLXnjFztyLSuv88sXt+V6HeoDCQTQLjW+GjtaRpteo+31lvn+Qdkf6zp/fqMaq6vru5je418DvpPfBCRgSRIj9QLZei9f5LJtx9qyYxoKxa9r+6ml4HqHYDYO5N7MNBGWDj/Hi0e3IhRNYg7VQfyuPkrX+Ok17/JES24HJ0qFJRegfCdBLT+ZZhxzl4OLB78GsyXpDWT9r9cqn64vM++W/O39nv+3PXBdLea1PmPy4bdFrszW3/ig7B4Hhdf+F8A/FJjVfMi2v9VRPGd69nizccs1Ii5/IS1p6PJt4Vf8i5d6etl/v3F4MSAz5+7FkTfIdxN3mCrP1Ic4lBflENNXxKvcgwno03v8db6vPKB1daGqnfF1jPX6VD13r3S15/eTaUlYbfHSrhsFgPReuf5o5lk13siffvXZ74d0dZA/Hun5gaqd4fDE/a4SAxGr5FysEbDqKgaxB3R7sLy6iYmPq/QoB0dtov0sEYNwB8Eu7elhN1+a+lL/OTKp/psn7vq/0W9nqmwgMznU5m9/nK+fOhkNjqnkmUKvx50lb+v7Vw1lQeffYiFKcFYz20+jUfXf4rCPwZnfM6z1EW1/9DuN+j4/BIAOl6dQp4avoerVe9bES03p3Lr/k2c6NjN3qvze+xbI59jpqW+zznR8FX3nTUN4Wdsxrr2+Vh4OUcjkXofCa1fVBB5NvBw6P3BXWvouHgpEF+9A/3q/b61T6PMnwlA2e/u5Nj54SdyxZpfNRlJdr2PtG93XnTUt1+fUR3x2IHovdOfDkTve+9ZSpklfO/3QP37QIjF9xtD/wbDhtAl2oDmUA4vsywpXHbnpfx4kmTvFx8CoEP3MGVVBYEo5/mnFuHOVXA32XEWWphvP0SqEr7V7fqkZ45CdfoUGpcW0DQPUqoFzq/8nVp/BuYWFaWogJ3fK2CyeWvUck82O1h378NwL8BWFkc4rvbj8DkAZ5s1jvvLNfz44mf56w9Kegyhl5ujxyR1DwMYLOHiU4d6jdHIaNJ7PLU+z3ok4vHDpvff/QF+B/HQO4TWQl8wm3Lz36Lanmp28MqrT4c+bWXxn2L/Pbs/V4PtVR0LOu8kWfU+0r597X0Pw33QOdkpErHp/agGlWNmUd6P/aHovTu9Vx6Mt46FlIMMSjAY1Qgh6oGD/R44NCZJKfMSZDvR9ser7bD2jd88qW0n2v54tR3WvvGbJ7XtRNsfdbbBqKgaGBgYGBgYGBiMUowYVQMDAwMDAwMDg1GJUVE1MDAwMDAwMDAYlRgVVQMDAwMDAwMDg1GJMes/SbEIq7QxtFUmYknBImXf9RVzs1U5sTS6tA740qPu1yr6T2nS5qttCBd8nZutyrLS8KvZxEpHP7HbNVUBWpq0sPc+VNt7dkT/btxaOz7dPSy2I6V/6U47zX2+d7MlVdpskRM2A8yY3BB1f3/3DdAWqA/7mye73t2BVnza8Pzm/WkdYNdHvmF71kaz3j048UlvH9uJ1HssWu9Py9GSq3e7RsTfPJn1nkjfDpF9XLLrPdJzDkZFNWmxkcoSsWJI1xhsbsuJpSbeeaUw6jFfPnhm1P2tl/f/QL9acVfYWYhlpWY2ri7t9/xovOfRou6/5vzDYbfHw/Y5C8+Iuv/dhmeHzfaZJYv6PWaN9vc+37vNlsWipdFzFr75xKNR9/d33wCrax4M+5snu97XVz0ZdvtIaB3ghMn7h+1ZG81636C9FnZ7IvUei9b703Isz8oa+VzY3zzZ9Z5I3w6RfVyy6z3Scw7G0L+BgYGBgYGBgcEoxaioGhgYGBgYGBgYjEqMiqqBgYGBgYGBgcGoxKioGhgYGBgYGBgYjEqMiqqBgYGBgYGBgcGoxKioGhgYGBgYGBgYjEqMiqqBgYGBgYGBgcGoxMijmiCEEHOBVYAG7AWukbJnJmIhxBnATwEVeFNK+aNYr99Oc7+59FaKiwZa7JjY0ZjPwse/EfWYsh+9289V+k++PhROvfrLUfdbVr8fdX+1bBm07TOLF0Tdv7o6fC67Thaf2TaMtjf3ew21qO82xRfAXtE4RNvR7zuSbYiP3vvbv0G+EXb7SOhdSl8/50dmqFoPsn/Q9sey3hef6Qq7PdF6TyTJrvdE+nYY2m8+lvUe7Tk3elQTxy4p5XIp5Umhz8eFOeYtKeWJUsplwHIhRJ/VKgwMDAwMDAwMkhWjopogpJT+bh+9gEkI8TcAIcSTQojjOo8RQqhADTD4rgUDAwMDAwMDgzGGUVFNIEKI84UQHwP5wPvAfiHEw0C1lPL90DHXA7uARimlN3GlNTAwMDAwMDAYWYyKagKRUr4kpZwLHAY+DfwBuBa4t9sxq4AZQIkQYmFCCmpgYGBgYGBgkACMimqCEEJYu31sA9zA7cA3gP/rfoyUUgOcoWMMDAwMDAwMDMYFRkU1cZwlhPivEOK/QAGQAhyUUj4AdAghTgeuFkK8LYRYC1RIKXcmssAGBgYGBgYGBiOJkZ4qQUgpXwRe7LX5n6F9nbk/XicYDmBgYGBgYGBgMO4wKqpJShpZLBEroh4z1LyTkfJKWg47Y8ijN3zs3pbSb043C9Fz6T1SuTbq/vPPaR+07dXVW6PuHyyJtC29PgIVB4Z0jf7KHmRv2K2x6H24SKTeR0LrAJNLB2/f0Ht4hqL3RJLseh+Nvj3R9kdC77tl5DytxtC/gYGBgYGBgYHBqMSoqBoYGBgYGBgYGIxKjIqqgYGBgYGBgYHBqMSoqBoYGBgYGBgYGIxKjIqqgYGBgYGBgYHBqMSoqBoYGBgYGBgYGIxKjIqqgYGBgYGBgYHBqMSoqBoYGBgYGBgYGIxKhJQy0WUwGAaEEPXAwWE2M0lKmZcg24m2P15th7Vv/OZJbTvR9ser7bD2jd88qW0n2v6osw1GRdXAwMDAwMDAwGCUYgz9GxgYGBgYGBgYjEqMiqqBgYGBgYGBgcGoxKioGhgYGBgYGBgYjEpMiS6AwfCQm63KiaXRf94DvvSo+7UKNep+d6AVn+YWvbdbhFXaSI2hlEOjneaGcMHX5owUaS1IRxESVegoQmJWdFR0TELDIgIoSExCR0UihEABBMFb6X5DAoFE0hnJ7ZMSPwo1VX5am7Q+9z4U273tAgTQ8UqBV5o43JKNtUXH42nB53fGzTbAEb+DZncKCElhShs5qq/rul4p2dtSgLVJBwntruo+33tOttJDb5qUdEgLXt08qPvuxCc1drUWYG0K/gLtHX1tQ/Lr3YMTn/TGVW8Qm9YBdn/kjfuzNhb07vGGt51IvY+E1gHafLVhf/Nk13sifTtE9nHJrvdIzzkYFdWkZWKpiXdeKYx6zJcPnhl1f+vl0Z3d+qonw263kcoSsSJ6AePAGvlc2FmIqUUOTvnj53CYvWSa3ViVAEWWVjJUF5mqi0JTCzYRIFPxkaEIVARWYUIVAgUFpdvDpCPp0L3U65J23czq9nlsaS2l9tp/hC1TvGyrIuhinmjL5faPz0JrtDNnk4nczW1s+GRVXG3r6Hz3yCm8uuEYAOxFHWRktOMJmOjwWPF6zMx8x0Hh2iaEJln98a/6fO85Eyzc8UIZOYqLAtWPR8IOfy41/sxB3Xcn+/0drHjhW5Q/0Y4I6Ly29dawv3my632DfCPs9pHQui4Fu096aFiftdGq9/d2/TGs7UTqfSS0DvBqxV1hf/Nk13sifbvQI/u4ZNf7hu3hn3MwKqoGSYhVCTAxtRmH6iXD5MImAhSYW0hXPKQpbvJUN2YkqYrAJoI9C+bQv70dmY5Oi66zJ/RQ/uvwXGr35eJ2WYfFdu8H+aX6BWQ946C00oXa3oZwukHT42rbL6EjYEHtUDC5BKZ9GTR70jG5IaNZI9srsda3orS5In7n7bqdN9rmMCflMCm2SgAyFReqWQ7qvruj+ARKqwsR0CIeM14ZCa0TJTFM0utdD3/zht4TQ9L79mG497Gi90jPORgVVYMkRBESh+olTfWQpniwKX5SFS8pihebCGBGYhZHA7SVbqHaeuitrKPTrvvwSMkhzcGHrklUezOpOZKF46CK4gtjeAi2uztRTeq06R48UqfB7cDSpqE2uxAuD9LtBj38C2wo9+3RzKhegckD5g6JyS1Bgs+hIFJBs6ZizrQFD94f/t7NioaKjiYFqpCYhUaK4kVDoUmzoQidJl2iIklRAhSrYBeWrvNduo+9AZ2aQBqFpnZmmFV0QNFAeP0QCIQ3PI4ZCa1Hq6gmu971hsivSEPvI0/S+/ZhuvcxoXdpVFQNxhF2xcdcexUpipdUxYtZaGQqHmxCwyYkKSI4NGEWCmah9nAoATQ8MoBL19jkzeeQP4e3GmewefsUzM0q0//tRqx7n0PSOSTb0YZF2nQP/3JOZKe7mIOHcilv8SJa2wnU1AIgZfgX92Btq0JQ50ojtVpiaZeYnTqqV9Iw10zGyhompjXj0Uz49JC7WBPe9ixbNXmmNnQESMhUfICPPf4c3mmfSXvARp3HQavPTpmjiW8WrGGm+eh97/ZLLtl0HWJ7Gsxt57njV2EWAtUlCBw+ErHCMp4ZCa0D7Bii/bGqd+V6f0Tbht5HnmT37fG497Gqd6lFbpgZFVWDpMOMRqGpNdTS1DCjk6ro2IRAITg0oaB0PcxwtNWrSYlf6rRLQYUvn92uQj6pK8Cx10RqjY5YtzVutk0cndDQfWjEI3V2uovZ3DQRtdmE4upAejxxve/utgGcPgvWVomlTcPk1lB8Ov40M7+Y/iKn2Pw9yhduGkZ32xoCBYlNSGxC4NEt7GoroMmTQn2bA0+HhdZ8G415dtRuofN1mgOxI43SNS4qlTTqj02l2NSO4sd4aUcgkVofqP2xqPfF1tZ+bRt6HznGq28fin0Y+3o3KqoGSYcqdDIVN1ahYRM6qgCbEJgRKCEHpoqjT5BfanhlAD+SCr+Nnb4SqnzZvFg5n4b6NGwHrOR/5MNW6yLy4MTAbHcflul0Eq26myZNY4c/lxcr5uHbm07mHhC1TehON+rscjwl6ch3342r7YDUCGgKNq9EKoL6+Ta82aDMaSNPdaIK25C+8wmmZo7LOkizP4XatHSavClYFI3H6k7ir0oAt2amw29lX1MujkqJqcVN5h4b16y7CtWkM2Fr+Fa+QWK1PhD7ht4NvceDpPftAnj1ubjaTwa9GxVVg6TDLKDYFEDhaEC3GbXLgXU+yHroP68MUK0J2nUrL7Uu5PXDM2lqSSX9PTuT9vlJqahD27U3phd3f7YjtbQBqgKw1TuJN5tnYV2TzqTXa6ChCa0l2Mrd//lcvnThG+y7pD3utr1+E9ltAXwZJqxn1HPvzH+QpzqZZo7NRUSzPdfiZ0rWZnxSogOahOfaj+Hh1aeTekjB0iaxtehkuXVS9tZCbQPZh46Q9aIEvx89xh6H8UgitR6LfUPvht7jSbL7dpvi551X429/rOvdqKjGGSFEMfBvYDbgkFIGhBC3ABcAB4GrpJR9mhDhzgtt7/fccOxozGfh49+IekzZj8L3VBylOepeKSNEnScYAV2tTHPo4e3d0tTR8UsNvwzO/DwcyKJFT2F3Rz4NdemozSZSazTsh9qRVUfiaju4LfjZLzVc0odf6hwI5LDNVcqe1jxS6nT0A4eQnRMqhMCbp3FpxmaeVcMH3Q/UtiZ1dCR+qWEyafgdKj6HQnlWPafYdcAel/u2CqUrqL7TdpriwdyqkHpEx+zSMTk1VE8A0eFCc7mO3neMjFe9J1LrsdoPbjP0Hi+9j4TWRyvJ7ttTFcEtcbKfLHoHo6I6HDQBK4DnAYQQecCpUsoThRDfAz4DPNvfeQM816AbSreA8u50OjCP1PBIyQ5fFnt8hRzw5LLm0Aza2u04NtmZ9Vo9oqWdQG09+gBjxbrb7u5AIuWR2+338UD9qexpy2Pv3kLSd5ixN+pkr61ACwRQc3NoWTEdV4HC1FmHyFZV1F5Jkwdr2y19VASgRbdxeuku3rymnFSrj4vzNg7ongdju123YWuC1BovtYvseBZ78LfYmPHHXOSRGtSCfBrPmIpmhdwP2pCbtw+4TOOBRGq9t31D74beh5tk9+3mbr2iQ7WfTHo3KqpxRkrpATzi6IO0GHg79Pca4DIhxHrgT8A5wC+BDVLKF3qdF/ZcjIpqvwh65nDrzJkH4Jc6rbrEKU186JnIppYy9jbl4t6aTXo9FD9/gMDh6iHZtoqej1W0HHIHAlm8tnsWosrGhE06jhffR/p9dLnQ7EyOnKqTW9LEhUVbcAhrl3MYqm2X1NjjK6I+kMYFWVv4RcF6zEINDSFFPi8utjUr1hYdc10HzhIrryx7iDed5fz9hXOwAORmUb/SS1qGmyOpWRTpcxC6DlsHVKykJ5Fa77Rv6D0G24be40Ky+/Zo10t6vX+yLuL1jIrq8JMJtIX+bgWypJSHhRDPAasAu5TyB7GeO4zlTDqCMUoaGpImTcMlVWq0NHZ6i2kOpPJq9WwOV2ejNpvIOiixN2podQ1xL4cWyg/XqLvZ47fTrtvZ6S3ikCebLU2lmPbasdeCvdaH9AeHl9WCfEh30LAsn6ziJqZn1VNsbo7qHKLxic/FaudsWgMpeHUTfqmSovqYbK2n0NxKpuLBKsxdL4GB0qiZ+Ut7IZpU0FBIV9wssR1istnRdYxX+nnFlcW69ulsqC+jo0RBN+VimuAkTUhKLY00zDdTWjGVuqXZFBfUUuxo5f1p6Zg86cF8nlsHVbykZ7RoHQy9d2LoffgYLXofDVqH5NC7vzJy2YyK6vDTAkwI/Z0e+gzwJHAXEG2tu0jnGkRB0hkf5Kddl7TqZjZ6plLpzWFrSwnb9xcj2k3kfKAwY2sbSrsLraISdC1abvOYEL1W4dCkTgANTUredhdzX8UKGtpSUT9II/fjAOb2AFP3HkS2taO1Bdskam4Ou787haXLdnJ86i5WpG0nU/FQrGoQZY3t3ra781DDybz57PHY6yRml8Ts0mmaZeILl7/Jp7P2kzIEJwZwpDWLW1/+HEpAIALgz9T4+qfW8O3siq5j6jUv31r7BUpeMtFeqpJ33mFWFOxicco+clU7S6yNXH/lf9h2YQkn2j/mNMcOUhQ/O/ML2H9KPgBbHx50EZOSRGodDL0beh9ZxqtvD2e/O8mg9wfeaYto36ioDj+bgK8CdwArgfdC238O/AT4IXDeAM81iIJE4pUBXDLoyBr1FA54ctnrzONAUzaWaguWVkHWLifyg+3EM2OhjsSl+7p91vFLHT+Sg75cjtRnQIOV/B0BUt7cju5yEZA9XahITyNrRhOrJr6GWaghB9N/CpFOOh3o0c+S3W355GwPkLq/FdHmRHY40c3leHQzuWp0BxkLih8chxQUH6g+iTvPxGFvZld5vDJAk27CWmkl7a3tiJNnsCx3Pz/O3Rm6gkqumsrXsw5C1sGubaAy39IKjuDs2B8OuaTJRSK1DobeDb2PLOPdt0Py6v0fJm9E+0ZFNc4IIczAK8AxwGqCvuYdIcRaoBL4nRDiOKBYSvk9IYQqhLgO+HP384QQP5RSbhBC9Dh35O9o7FEbSOF3TcdT6c7mQHs2LS477XszsdUrWJskeQf9mNv9qB9VxJyGJ1Z2OHM47r1r0HWBrgukrqD5FaSmYK4zk70LrG06aR/WEHAGV0BR8/IQjhQ65hTQOMeEJ0/nS6XvhFZWCR+fFwlN6vylvZA/Vy7H6bPQ2m4n4DWRstPKxD11iLYO2pdMpHm6CWeZxsKUg/1fNAZEWgDllCYCuoJXU8hIdXNS+m4AHm0r4Y4tZyJrrZS940VracXa6MOlW/q5qkF/JFLrYOjd0PvIMp59O4xfvRsV1TgTSh+1stfmDcBvun1+H/hS6Pi7u23vfR5Syt/0OtegH5o8qTz1ySIC9XbsR1QsrTB9XQty+96uOCFgWF7c5jqFogetKH4dxa8hAgGUdg/C60N2ONEaGgHonpzDN6eUjhILdaf7+PNJqygzdZCrWDCLgT/oOpI/Vy6n/R9F2JolU/Y7URsagsNPjU2gqNQvmML5F6xnqq2O5bZqwNHvdfujPKWR1459tOs7VYA0xQKYeeLgUspvc6Ft/6DreHNtG86Adch2xzuJ1DoYejf0PrKMZ98O41fvRkU1SbEcdsaQSy85kT4F/VAq9iaBvU5ia9VRapsI+Ic/D6YS0LHUORH+AMLnh4CGbG1Dc3t6ONLuOIstdJQo5Oa2M9vsJFcdvGPR0WnzWElp0LE3+FCPNKHV1iO14FCRmu7AnyqZZa+m2NSMbQgB/N0xoUQcYnL5zKTX9prIUNvAfyumcZu9Ab9U8UuVbJOTsx0fM8uSwlavl+daj8OtmTkvc2so719kxqveE6l1MPQejuHW+3jVOoxv3w7jU+9B+wYGSYbtiIfy23aCpiGlRLrdBAaYYHjQeH1QUYnm8fa7frFakI974STaL2rnzEmfcFL67lArdWg0Nzoo2ngY7UhNj/tWFszGXZiKaVIHy+37yVTAoQwsPmowuDyWrt6GTrS2NiZf+iH/VRxd35OpqJynHjmOTcc+w8XvXc/kSz8EdP51+w1svfxeUuLw3SQbCdU6GHoPg6H34WO8+3ZIXr1Hw6ioGiQdUtPQmhOz8orUdXSXK6ZjtUkFtEwxc2X5e9ySvS+01Twk+5qUCKeJwKGqPvvcRal0FJsoympjssk2pFmgAyEQiGKnm8MPHKmhaU8ZHAumj4+23ovfCeC/PN7TgJKDRGodDL2Hw9D78DGefTuMX70bFVUDgwEiFs6BnZGTE8eCaVIp+89Mw13mY4Z1YMtWRqLCl8Zl+84jc3vf4R5htVK3yIy7JMCK3IODCuQfLPNLDlN30RIcB10oLh/C7SVQcSDssTPvOMC8I1+laPPRGaApuxtY8fNvIxWA74xImQ2CiIVzggFp7z83pOsYej8Q9lhD76OL0erbIfn1vrP6nog2jIqqgUEMqHl5yOJc6o/LpHU6eO8bWmu1bVExt13xBMWmZmabNQaaoiQc3jobdQ9OpvC1nX3Ssqh5uZx0/gdcm/cOZSYfqhh6ypL+6Fxr+q5Jz7PhV6U4dSt+qaKhcNdb5zD9axv6nBM4UkPxHTUAHPj7fIqzW7Gcvp+cvfuHvbwGQXprHUFw+ucQMPRu6H20MhZ8OyS/3k3SGdGWUVE1MIgBfVIBngI7rkJBoMAL5qGlj3ZnK5xqrydDsROPISEA1aORsast/NBYIIBD9ZKneLEOw5CQU0o2e30UqD6K1JQeiaknmlKYnNazTKsmRE7u3ElWmovyjDoOxLuwBlHprXWhDH1pAEPvht5HK2PBt8P41nt8poQZGCQxpkmlHDkhnZolJsSxrZw792My7bHFKvVGzcqCpfPpOKMDm4hzO9HlQd+6I+yuQE0tbz+8hDOeuoWbD6/sWvovXlQdyOPmr3yNk17/Jke04HejCgUlwmoqAa1/15Nxzl4OLHbHtZwG0Qmn9fPnbhv09Qy9h8pj6H1UMmZ8O4xrvRs9qgYGUTCVTaR1URFts/2k5Lr47NRtXJH1Hv8ztQ/qejt/Wc6k8hp+WLoOEyMT7N5J7qp3KZxUyhvFMwiUvI0ax3aqaHdheXUTE02LaTjNTEnIs0Ra8i9qAL5BQoikdRXJ/YO8pqH3IIbeRx/J5NshufVu9KgaGERDiGCMngj+qQodFTnoUHWpSqxqAItI0KzegEZcFnmPgNAl2ggG8hvEkQhaNw/h5zT0bjBqSTbfDkmrdyHlMN6VQcIQQtQD8Vk/LTKTpJR5CbKdaPvj1XZY+8ZvntS2E21/vNoOa9/4zZPadqLtjzrbYFRUDQwMDAwMDAwMRinG0L+BgYGBgYGBgcGoxKioGhgYGBgYGBgYjEqMiqqBgYGBgYGBgcGoxEhPlaTkZquyrHRoyYY7+olfrqkK0NKk9ZkCaM5IkdaCdBQhUYWOIsAsNFShYxIaFhFAIbjPhEQIgQKI0GzC7hcUCGRoGqME/FLHH2pf7frI1xAu+NoirNLG8K7M4cGJT3r73Hu8bAurBd1qQrMKdBNIi2Rmei0SqKzSw37vQ7EtM1KYMakBgI9ac7E0E7RtAWnRsZoDOExeHIqHPR97+3zv3fXmkjpVHzkGVY4e9x2ynWfvIFt14UOJ+Jsnu94j2R4JrQO00zysz9po1bvzSDutYWwnUu8joXWI7F+TXe+J9O3RfFyy6z3Scw5GRTVpKSs1s3F16ZCu8Z4nepqNa84/HHa7tSCd+b+/EofFS7rFg031U2RrI0N1k23qoNTSSKrwkac6yVA0LEKQIlQUFFQheuSgU4WCJnUCaGhSUqX5qdGCD+upk/eGnYVoI5UlYsVgbzsmNsg3wm4fsm0hUGdOwzUlk9ZJZlwTJL4CP1cdv57LMzeyx5/DdedVxd92G3z3hY9YYdfQpM60165DMekU5rVSnlnPBFsL02y1VPuy+Mm8//T53rvr7VWXlXumzRqY/V737SyRaKUephQ3cEnxJiaYm9niKgtru7f9wTKa9X7D+YfC2h4JrQOskc8Nz7M2yvX+k89uD3t6IvU+EloHOGHy/rC/ebLrPZG+PZqPS3a9R3rOwaioGgwDJkUnP6Udh9lLptmNVQlQYG4jQ3WRqbrIVFzYRACb0LAJgYrocmJKr2gUv9To0L3U65J23czq9mPZ0lqKLgWwNzE3OEyoWVno00poLUuhvVTFNUGHQi84TZyatoPN3gm83jyXZl9j/G1nZvCz732ZFfc9jCoU9p7xCAE0XLqfGg0+8hXxevNcNteWAP/pc/6OI3lcXLGCZ6a8wVkpXu4ZiO0w961McHFM8RFOzN5HQyCNN5pmsbMxP6ztRDMSeq/1/SNBdzd8jAW9N/sqwp5v6N3Q+0CIVeuR/OuQ7Y8BvTf7/hXxGmO6oiqE+Igo6W2llPNHsDgGIaxKgImpzThULxmmoNMqMLeQrnhIU9zkqW7MSFIVgS20LrE59K/SbWBIR6Kj06Lr7PHnUuPP5F+H51K7L3dYkxonAtPkSXim5NI20YJzgsA9IUB6UTulmS1YlAA7vcW81jCbDw6UorvDt/iHYts7KYfOPNWdPRztuo9qTWWTu4xXGubywYFSTJW28Neod9J6YiNnsqBrmzBbkH5fZLuFBWC3hb3vYwurODFjD4tsB/FIE3Pth7hpw1VxvOv4MRJ6d7usCbm34WKs6D2SbUPvht5jZSBaj+Rfh2p/LOj9eU/k6uiYrqgCnw79+7XQv38J/ftFYHAL9hoMGUVIHKqXNNVDmuLBpvhJVbykKF5sIoA5tNpNZ9u6eytbD9VAdXTadR8eKTmkOfjQNYlqbyY1R7JwHFSTpqKqZmagTy2hbaKDjgkqzgmSQJGX0qImFuRU8dah6Xxuyof8/fBxVOwrwLHHjMk5PLZb5vvxSw2/1GjVfRwM2Pmfq5xXa+YEbe81k7Ffi7kfW/p91L04k8umbuKtFVPRauu69pmKCtnz9ckUbNL73PfxuQc5KX038yw1FKgmrALMwsNPd47OFYBGQu9K5PfBmGKs6d00gLeIoXdD790ZjNYzK2L3rwO1P9r1rnoi2xrTFVUp5UEAIcQJUsoTuu36vhBiHfB/iSnZ+Mau+JhrryJF8ZKqeDELjUzFExoKkqSEhoPMQsEcil2CYGs7gIZHBnDpGpu8+Rzy5/BW4ww2b5+CuVll+r/diHXvA7AjkTc5RITJhDJlEp6JmXSUWHAWCdzFGrYiJ3Pza1mSdQBNKszJr+GlA/No25dJ1m5Bzscuqtrdw2K7eGIjLumjQdPY6c/l7bZZvFs3mep9edgLnDx95n2UmCD72dhtubdmM29OFZ/b+CHZytEXllkoLNt0DY3OTDyFR+/7woItpClu9noLOcPehFWYutaTztvcNqT7Hi5GQu+HZJxqawlirOr9ilfr+jfQDUPvht6HonXztvBD7/GwP9r1bnJFjpse0xXVbqQKIU6UUq4FEEIshxGYCmsQFjMahabWUAtbw4xOqqJjEwKF4HBQ75ilziEhTUr8UqddCip8+ex2FfJJXQGOvSZSa3TEuq0JvLP4YCqZgH9iLu0ldjqKFNxFEn+Bl8LCFhbmHmZxWgUpipfvrf08QtUxV1rJ2yXJ2taMvm0n2CzDYnt5/n72+lW2eibzetNsdCm4etJ6rp1fEzrbPmB7k362nnt+Nou9dy9lw+fvIlc9+lhuXfwkyyxfIEPRmZtdwxzHYTy6mf80zGfL4RIy5rm4NqOm63i5OXygf6Ix9B6dsax3dYAZHA29j2+9D1Xrcu5M+Gh47I92veOK3KWaLBXVa4E/CSEyCA4KtwLXJLZI4xdV6GQqbqxCwyZ0VAE2ITAjUMTRwPpO/FLDKwP4kVT4bez0lVDly+bFyvk01KdhO2Al/yMftloXegLva6ioeXnoE/PpKE6lo1jFVSDwFAZIKXAyO7eBxVkHODblACmKl/sOrwSvQup+C1m7AqRtPULgYHAmrCdb7cfS4GxPsdbxUttCXj40hwlprTw+9QUylIFXTsPZttUrVAVMfLvqU2RbXJyWvoMzU1o5t2Q7ZqExzVbDVuckXqhfwMEDeaTuM7Pq35/llycGMDWbsLQISlg/5LIMB4bew2Po3dA7jA+9x0vre7+UBd8dHvujXe9wa0QbSVFRlVJuBo4RQqQDQkrZmugyjWfMAopNARSOBtGbUbucV2crWw/955UBqjVBu27lpdaFvH54Jk0tqaS/Z2fSPj8pFXVou/aOXSeWk40sKcA1wYGz0BR0Ivk6osDNpNwWFuRUcWzqAeZbD2MWOrcePpdta6eTUwFZO92YNu8i4AoGD7VfspT8ba/F3Xa5pZaf7P8MVU2Z5KV3cE/ZP8hQBpcrL5xtb7bkmo+uoGV/Fkqeh5pJ6eQXvc6S1H0Uqm20SSv/3HMM2gEH2fsge0fwvjOfcCEWzRm1vUtg6L03ht4NvcP40Hu8tf6Vc1dzywAqqsmk9/DJ/4IkRUVVCFEA3AYUSynPFkLMBpZJKR8d4XLMBVYBGsHcSdcD7wDzgAVSyrBx0mHOu4bgb9PvuUPh1Ku/HHW/ZfX7UfdXy5aw2wV0ta7NoZx5vVOT6OihwO7grM/DgSxa9BR2d+TTUJeO2mwitUbDfqgdWXVkQPfVmzXyOQBWiouGdJ2BoubmICfk4y5y4Cww4c4XePIkgTwvefltzMyu5dj0ShbYKpliDsaj3bT/Qvb/cyr5VRrpnzSj7djdw4G3f6GN7O39x+wN1LYC7N1dhD3Pxd9m/YUS0+CdWDjbQkqaGx3kTWvssg3woXsi9zVMZ3d1AdbtdnL26mR83NR132pBPjc+/TzrOsrZunDQRQLGj94ThaH30aP3oWo9yP6wWw29D5/WL8/4iFuGwf5Y0PuGBZFtJkVFFfgz8Bjwo9Dn3cDfgRGtqAK7pJTLAYQQjwELgM8AvxngeccB78d47qhDQYSCpHvOWu10Xh6p4ZGSHb4s9vgKOeDJZc2hGbS123FssjPrtXpESzuB2np0vf/E1KMKITBNKEYrzMJVkIIr34Q7T+DJkQTyfGTmdjA9p54F6VUck3KQ6eZGMhU4FLBwzYdX4vhbBvm1bswfH0RrbOpx6aofLueOeX/i50SYDTwI23mKwCxMLLv32zgETJ7dMDgnNkjb36qaT+2+XGxHVKzNkoztQQfeifP4Ms5PfY3zU7dS/tSVcMlzAy/bMGPo3dC7ofdxoPcR0HpOtKH4JNf7/VMi33uyVFRzpZTPCCF+ACClDAghRvwJkFL6u330AoeklLWi2wMthJgA/Ak4B/glsEFK+UKY8yTQ49yxgqBn3rzOfHkQXCKvVZc4pYkPPRPZ1FLG3qZc3FuzSa+H4ucPEDhcHdfyjGhPqsNO2+JS3DkKnhyBN0cSyPWRnu1kanYD8zKqmW8/xHRLHXlKgHYp+L+a01j9xrGUvOXHvr8ebfc+eou38qfL+X+X/IuV9nZ+EenFPQDbxapGmmKhXvPy3cpzSTuk4yxSeH7ayzDAgPrutr0ZStCB5fVv+12PlcYWB5svuIcsNaXrUqdcdx3W/2wCwPbvjXyvdgG/KdjK5Es/ZN/ASzbsjDa9jyiG3g29jxe9j4DWVRFladwk17ulIvLISbJUVJ1CiBxC2TWFEEsJTqgacYQQ5xMMQ9gN9FlSRUp5WAjxHMGhfruU8gexnDcWCcYnaWhImjQNl1Sp0dLY6S2mOZDKq9WzOVydjdpsIuugxN6oodU1JLrYQ8JvFzTOUfFl6eg5PjKynEzOamR2eg1z7VVMt9RSoPrQgX92zOLebadS/Bcr0ysakJXVaM6eaVn0kxdS+VWNuxf9iZX2dqxRHFkstotVHxmKBVWoPNlWyi/XnsfkZyXOOQrTP7e7K1XIQPHmShq/GCy7w+7FDpSktYS1bRZmnunI52fvn8+flj3Ww4kBvP3II5xZvKDr80svLuc3129ldfVW1KJBFW9EMPRu6N3Qe/LqPZFaj9X+WNZ7+fzISVyTpaL6beAlYGoof2oeMLIBiSGklC8BLwkh7ie4IMHzYQ57ErgLOHOA540JJMGZni7pp12XtOpmNnqmUunNYWtLCdv3FyPaTeR8oDBjaxtKuwutohJ0bczn8dftEv9sF7mZHZRlNDHLUcMs+2HKzA3kKV5cUuWvrQv5w7unkL7DzKT3XZh3HUCrr+9xHWG1UvGzY7no7HU8kbOefDUlems7iu2p5noKVB8WIdjpd3DdpivwNdvI2awy64W97P7uNB787COckeKPev1ozE1rYP2yx/FLjSbdx1p3KWahUWZuoED1kamYsAo7rbqH4//zNYRV50dL/sMyqwZEntV98P+WsfPLDw66XCOBoXdD74bek1/vidR6NPvjQe9JUVGVUm4RQpwMzCA4MrGr1zD8iCCEsEopvaGPbUCkvuyfAz8BfgicN4DzxgQSiVcGcMmgE2vUUzjgyWWvM48DTdlYqi1YWgVZu5zID7b3GQoZy9hsfk6ZuodpKXVMs9YywdSMTQTY7ivm2/tPpnF9IfZ6yZRdPmz7DhE4eKjP/QdWLMJ1cwtPzPg9C606VhFbTJHd5uO0abuYllLHDOsRysxNFKoaKULlrsbF/Hn9idirTBRv9pOyuw7Z1s7On07j7c/8lolDCK6H4IozrbqHVl1yWHNQH0jnorTtpIUcmIJg+Q++RsAGs9cc4cAlxVx7Rg3RnBjA9msfYFBDVSOIoXdD74bek1/vidQ6jG+9J0VFNcRioIzgPR0rhEBK+cQIl+EsIcS3Q3/vAV4TQjwDnAhMF0LcARwmmJ3ge0IIVQhxHVDX+zyA3udKKV8c0bsZJLWBFH7XdDyV7mwOtGfT4rLTvjcTW72CtUmSd9CPud2P+lHFmExJEg276ifP0s4hTzYvHZ6H46wKDv1oOQApdZLCSh/2iia0PRUEwpxfffNyLvrS29yU/X5oyCT2HJI5ZidX5K6jUHWRoQhShBlVqNzecAwvPXgykw4FSNkXTAUTAHxnHc+2z92LY4hpSgC8ErZ4M6nw5bPNWcr7daVce8weUpRgsvZmzYW9MYD1P5uQc2bw1ld+S7Q1OZZ/6GP9MZZBD1WNJIbeDb0bek9+vSdS6zC+9Z4UFVUhxF+AqcBW6GrESGBEK6qhimTvyuTFYQ79Uuj4u7tt61MJlVKGO3fU0+RJ5alPFhGot2M/omJphenrWpDb9yL9RxdxTiYn1olXM7G2biq1LWn46+3YflJISrUkrcrf5cQi9TDsu2spv7/gUVbYXZhFSoSjIpOm+DnG4mOX38J7niI0KXi5cT51v5hCwYG6HoH8ak42L/zxPhxxSPgMYBGw3NbOyXYXSkYlM979KuoCQWWgg0ebl/D6bSeRta2KAKBt3xV9divww9yPOOXVz/NASyNfyzwUlzIOF4beDb0bek9+vSdS6zC+9Z4UFVWC6Zxmh2bKGwC7t6X0CFgOh4XoufQeqVwbdf/557SH3S59CvqhVOxNAnudxNaqo9Q2EejmxJIVl8tKzZZCrI2CrBodx2EP1v0NBA5URh0C2/3QYp4880GWWkEVA1+JB0BFYBVmLn//KvKfsGNuD2A90ID5wPt9bO/9fWlcViXpbtsujraQZ847RK3m5ew/fJeS29aTxnucsM3NBelbueX0L1L+1kL2nfZYn+tM+9uNHLdsNxv3ljH9yi28RA6XV+3ut6yG3hODofeR1/tIaB1gcmn47eNV74nUOoxfvUPyVFQ/BgqBsZc5OAmxHfFQfttO0DSklEi3m0Ag3GBI8mHugOJ3AthqXCiHatAaGsMOA3Vn94OLefzMVSFHNvihP4GgKuAmsM9B6ru7I9r2nn08H33qQaD/AP6B2O5e9pdnvMxLznxKbju6DGSK6qXcbKHiSwVMu/xdJv/hevafv6pr/9RnbmTaze/RDEznaJ7BS8+8itrbJf9b+GTcyhtPDL0bejf0nvx6T6TWIfn1Lrgzov1kqajmAjuEEBsJ5iEFQEp5fuKKNH6RmobW3JzoYiQEtdWN9ZVNSIhpEkHF7ct46Iw/scyqDam13clfW49j+hONaA3hM5ztv30Zqy/97YCC+AfLTEs96pzz0LbvAuCVOZm8al3OJO+7AJTfuJEzb1zQdfw03gOC34mY5GLypR8CwaGk5qZju3I3jjYMvRt6B0PvyU6itQ7JrfecKLZGf+R2bPyc4CpOtxFM+9T5v0ESIhbOQSyak+hihEXqsUdm1XxzOT//7DOhuKX4OLLHP17aY+WP7phKJrDp8ruZbB5+Jwbwtmt6lxMD4I0Srtq2G3Xa5IjnmCZPYueXHuDJpX8E4PwdjZz2kZN/nfwA3pFP5DEqEAvnQIot0cUIi6H3oxh6jw+jVe+J1jokt971KMnLkqJHVUr5XyFEAXB8aNNGKWVdIstkEF/UvDxkcS71x2XSOp1gErJYlqsepfhXLuLcK9dykaMGcww59GLBLXUmPholZ919mXGNW+qPOn96198vH96CKrYCcMk7z3POvNP6LCMIENh/kNlrr6LsC9v49+HNXU7eLy0c/5uvE0yZnPz01rv3vtHZuxYrht4NvUcjmfQ+HFqH5Nf7rpqCiLaSokdVCHExsBH4PMFZ9huEGMl1Mw2GG31SAe4SB65CQaDAh1bo7f+kUUzrN9r5Xt6GflcjCYeM0PKsqC/A9MbmiOctKT44YFu90WTsvQrTrLVdf/eOz1qwJvIKNWVf2AYEl2fsxCxUWueNnx6m3nrHPLbniY5VvUeyHQ5D74MnmfQ+FK1H86/JrnfNHtl2UlRUgR8Bx0spr5RSXkEwp+pPElwmgzhhmlTKkRPSqVliQhzbyrlzP+b8udsSXaxBc+jHy1k198kBt341qeOXWsQhEnONM+z2TiqdWQOyF862W8Y+s/eStGbS/pdL1Q+X99l3a/7Wfs+fu/7KLtv/cdmYVz660/bEi3B6z7RHXl5wtDOW9R5tOLI3ht4HRzLpfahaj+Zfk13vdlvke0+KoX9A6TXU30jyVMLHNaayibQuKqJttp+UXBefnbqNK7LeQ0Vyf6ILNwjUGdNY+ZlNzLcMfGgrgEaT5sUjRf8Hh6HqnVKYNahTu2xXa5aw+3dvC58b8NbSl/jwygl9ts9d9f+YyPowZwQxFRaQ+Xwqs8XlLCk5yER7ExcVvM9/Blf8MUMkvf/PFD411mhnrOs9km1D7/EhmfQeD61H8q+xMNb1nmXaH/H4ZKnMvSqEWC2EuEoIcRXwH+DlBJfJIB4IEYxHFcE/VaGjIjEP7t2VcA5cnM81OWsHHGDvlxou3c/BgB2nbh2U7Ym/WM8fWvo6lYHYfs89dUDnzrKk8Jv7L2XaX7/Sta1D9zBlVUV0m1OLcOcquJvsOAMW5tsPsdQ+9KGtUU8EvY9RuY95vQ/UtqH3AZJEeo+H1gfqX7sz1vWeqkTuURXJkiNfCHEhcAJB2b8jpXw+wUVKKEKIemC4Pd0kKWVegmwn2v54tR3WvvGbJ7XtRNsfr7bD2jd+86S2nWj7o842JFFF1cDAwMDAwMDAILkY0zGqQoi1UsoThRDt0CMKWABSSpke4VQDAwMDAwMDA4NRjtGjamBgYGBgYGBgMCpJislUQoi/xLLNwMDAwMDAwMBg7DCmh/670WM9TSGECViUoLKMCnKzVVlWOrRVMfbsiB454dba8enuPhM0zRkp0lqQjiIkqtBRhMSs6KjomISGRQRQkJg6Z3gKgQIIRI/Znp2fAuh4pcArTRxuycbaEkyK3N5R3RAu+NoirNJG6hDuHITNim5V0SwC3QLSJMlJ7SBHdeKRJqqrNJzNvj73PlTb7QTX0E4jq8ff3fHgxCe9cbetT7cw094CgFNKDnmyCGgqDouXdo8N6wFXZxn7fO/d9ba9Jg9zXfScf7HgL0ilILeFAApt29WItnvbHyyjWe8eTws+vzPuvzn0r3WXbqV6R+uwPWv9kUi9R7I9GL1Hep47iVXvI6F1gLZAfdjfPNn1Hm/f3t/vHub4sN+7EELGeo1wjLTe+6O33iPZhjFeURVC/AD4IWAXQrR1bgZ8wKqEFWwUUFZqZuPq0iFd45yFZ0Td/27Ds2G3pxY5OOWPn8Nh9pJpdmNVAhRZWslQXWSqLgpNLdhEgEzFR4YiUBFYhQlVCBSUrhUrOle7eKItl9s/Pgut0c6cTSZyN7chdJ3Xtt4adhaijVSWiBWDumc1Kwt9WgntZSm0l6q4JuhQ6EVzmnh85SPUBKbxevNcnrpsddjzh2K7N2vkcwB9rrdBvjEsthtOW8a7P3ugxyojVYEOPvXmzSy8ajOdb5k18rk+37vfnU/aPZfxr5nP8VjbVF6anTPocgCI4+fR8gs3/573OGtcJTw2Y1JE25D8et/wSXh3NhJa31xbQvV5v4r7swZHNb4yykKCidR7JNuJ1PtIaB1gdc2DYX/zZNd7vH17OD8eTfeRfFzvawyU0a73SLZhjFdUpZS/Bn4thPi1lPIHiS6PQRCrEmBiajMO1UuGyYVNBCgwt5CueEhT3OSpbsxIUhWBLZRzrjP3nILosxzbS/ULyHrGQWmlC7W9DeF0D0u5TZMn4ZmSS9tEC84JAveEAOlF7ZRmtmBRAuz0FvNaw2w+OFCK7g7/UHW2nuNBtJf3cFDwj124f+rDIWwAeKWfBxuXM/Wx/pdNlR4vppWVfJbFcSnLvgsd/K78WXLVVC5Ja0bbpfDEjKG9nIeLEdG7FvvStbEwEK2bKm1xtT1aMPQ+OJJd75F8+2CJlx8fSm8qjH69byiPfPyYjlEVQswM/fmsEOLY3v8ntHDjGEVIHKqXNNVDmuIhTXWTqnhJUbzYRABzKGF/p/iU0F/d1/7VpE6z5uJIoIMGtwNLm4ba7EK0OZEdwf/jhZqZgVg0h7YFhTTNstJaDp5pXkqn1HNyyV4ONmcxL6Oavx8+js07JpPyoR1T/Mz3YY18ruv/kURrbMIjteDfUud9r8o/XzoR5b8fDPqaB361jEcq14bdHom6/7ecs1e+z6m2tq5tX0xrpP4rkc9JJCOhd3QtLmUdjNbzN8e30tCdleKiEW+QdWLofXAku97j4dv789+J0P1o13sgL3JYxZjuUQW+A1wH3BVmnwROG9niGADYFR9z7VWkKF5SFS9moZGpeLAJDZuQpIj+h4PadA//ck5kp7uYg4dyKW/xIlrbCdTUxq2cwmRCmTIJz8RMOkosOIsE7mINW5GTufm1LMk6gCYV5uTX8NKBebTtyyRrtyDnYxdV7eF7dYfa6h3pymkkjmgurttyI2UvteI5+3hqr/HwjTlvstRewaKy2K9T9qN3ufFv13LFrjVMMDXzkaeUC9K2M9G0lSlpNzD9pg09js9bn8l38h/hqYalqKJnuJKrcHSuVzMSepdyaC/uoWjdvC36KjPxIJYQgOEkkt4PX9wxoOsYeh/7eo/k25OJeOr9hqe+zBW7Xh+y3vUoYddjuqIqpbwu9O+piS6LwVHMaBSaWkMtbA0zOqmKjk0IFILDQQoKqhCYOLrcXPchIY/U2ekuZnPTRNRmE4qrA+nxxK2MppIJ+Cfm0l5ip6NIwV0k8Rd4KSxsYWHuYRanVZCiePne2s8jVB1zpZW8XZKsbc3o23aCLfyazPEa+h/MC7udZtbI5wb/sl88jxSxkWbNxferPo27IYWznniNr2TuwSo6vcjAl7PUtu/iiRmlvHy4nlPsBwEHAHsufIjPLzgT56fq6bh4KTf833Ocl7qe6w6cT9OtZSz7f8VsWPQ3zELFpfswD2Mv9lAY7Xofqtbl3JnwUVyK0oeENsxi0PufxMAHHQ29j229R/LtAyFRDa6oDJPe9Y93xkXvIsrAzZiuqAohPhdtv5TynyNVFoOjqEInU3FjFRo2oaMKsAmBGYESamF3trSPnhP8u1V306Rp7PDn8mLFPHx708ncA6K2Cd3pRp1djqckHSmAVwf+klPz8tAn5tNRnEpHsYqrQOApDJBS4GR2bgOLsw5wbMoBUhQv9x1eCV6F1P0WsnYFSNt6hMDBQwB4sge2nnM0er+sE+XkKj7nwI/G7Q3LafPb2HTuPeSqqcDRpq4mBz8MvC/g5sw3byL7PQtpFx7h37OfZs9L0ymmHluDn0zVxc9qT6b27qmkvLaBvNfg053JOxbPw/uZ0ZnzeUT0/u67Ay9XnLS+90tZ8N34fFcQvnKaCM3HondJ/5qL1Bts6H1s6n2wvr2/UYFEjxrES++RGKrepfpIxGuP6YoqcF7o33xgOfBm6POpwNuAUVFNAGYBxaYACkeD6M2oXV39kVrZAFUB2OqdxJvNs7CuSWfS6zXQ0ITW0grA/s/n8qUL38Cm+Hnn1djLpOZkI0sKcE1w4Cw0BZ1Yvo4ocDMpt4UFOVUcm3qA+dbDmIXOrYfPZdva6eRUQNZON6bNuwi4QumZLllK/rbXhvANDQ9pZA16Vqh+8kJOX/EBv6xbzq72Av429QUcSt+Yoe1+36DL9/VJJ1DO5uCHh+HUa76FZ6YkcNoiDlyt83TdEvY/MIP059/rc27d8WmccNpH7Bu09eFjJPS+75L2mMsTb61/5dzV3BLHiupoIFa9u4ewII6h97Gp94H69tESrhWNsaB3R2vkkIsxXVGVUl4NIIT4NzBbSnkk9LkIeCBedoQQxcC/gdmAQ0oZEELcAlwAHASuklL6hRBfBL4GNAGXSSnbwlzLDLwDzAMWSCn3hrb3OVcIcRrwK8ADfElKWRWvewI4s3hB1P2rq6M/sIvP7HN7QDCLUWfr2hxyWr1b2MFtwc9+qeGSPvxS50Agh22uUva05pFSp6MfOIQMBEIXFnjzNC7N2EyqIril/1tEzc1BTsjHXeTAWWDCnS/w5EkCeV7y8tuYmV3LsemVLLBVMsUcvJ+b9l/I/n9OJb9KI/2TZrQdu+nej9j+hTayt8c/RjVRLe3Wy5fSfJ4LpS2XfVtLWH3RnTgUR5/jOnQP99ScDjwWF7vZf97IVR/XcWBlLjSVUnlPOenP9XViv9m/gUmm9bzuLuKJIdgby3p/Vu0/bm64tH55xkcxPWux0P2lPhb0XufvP99orPcxknofqtYB1KLw25Nd75F8e29iGQnr3ouaLHqPlYHq/fi3k7Si2o2yzkpqiFogSrKDAdMErACeBxBC5AGnSilPFEJ8D/iMEOIF4EbgU8CFwA3Ab8NcKwB8BvhN54ZQ5TXcuT8BziBYQf4BwYrsqEfpFUjffTv0bWXv9vt4oP5U9rTlsXdvIek7zNgbdbLXVqAFAqi5ObSsmI6rQGHqrENkq2qXgwyLEJgmFKMVZuEqSMGVb8KdJ/DkSAJ5PjJzO5ieU8+C9CqOSTnIdHMjmQocCli45sMrcfwtg/xaN+aPD6I1NvW4dNUPl3PHvD/xc+I30SFRDkwtn8r+ywqYt3IXLdXFeO8uovSbR5hq7uvENKmz2pXP2nfmxs/2pQU0B96kweegzWOj8RSY3qtzwnfW8cyzbOEFZx737FsJnS32UcRI6F2NpLcR0HqOYh/S9zNahvoHo/f2jrr42Tb0Pib0Hs23hxu+j6blRMaqjjW913ojh5UlS0X1bSHEauApgrP9LwHeitfFpZQewCOOzlJbTDC0AGANcBmwA/go1Nu6BlglhHAA/yIYonA5YJNS/g6o7XYtCFaqe5+bArillO3ABiHE7fG6n+FGAFbRU1q9nVd3DgSyeG33LESVjQmbdBwvvo/0++ia95mdyZFTdXJLmriwaAsOYY16PRx22haX4s5R8OQIvDmSQK6P9GwnU7MbmJdRzXz7IaZb6shTArRLwf/VnMbqN46l5C0/9v31aLv30XveaeVPl/P/LvkXK+3t/GKAFdVExyd1R83JpvbCGbjPaOdbc17gtx+cwdSrP0EtzOf35U/RGQzfiV9qrPOY+e6GC5n+VBtDmQPe3fZ1M1/l2UMLeXjWX5k/0QbHgv+zGjNev57pVwVf0A1zzTzbkcOPNn4G3TM63dVI6F2JpLcR0LoqhrYKUm9G+hkYit6tTb+Pm21D72ND77H69t46Hi0+fqzqPeB7MOJ1R+eTMECklP8vNLHqpNCmVVLK54fRZCbQOQ7YCmSF2yal7BBC3AY8AmQDZw/gelndtgHRuhBHP52TcBp1N3v8dtp1Ozu9RRzyZLOlqRTTXjv2WrDX+pChOEi1IB/SHTQsyyeruInpWfUUm5ujV1IBv13QOEfFl6Wj5/jIyHIyOauR2ek1zLVXMd1SS4HqQwf+2TGLe7edSvFfrEyvaEBWVqM5e0631U9eSOVXNe5e9CdW2tu7zYCPjdESw6SWT6VmRT5tJ3q4at5bTLQ0cPtfL2bKreuRgPkJH5N7tbabNRd/a5/BnWvPovxPXuQH26PaqPz5cib+fH2/tk917ODqDVdz8awtzLccTShvFip7Tn+EaQ/dCIrkGye+zI83X8C0BzTUxlYq4/JNDD8jpffRpnXo+8JO5IjBUPXe6Io+E93Qe5DxovdEV0KjMdb13lQTiGg3KSqq0DXDf6QmT7UAE0J/p4c+t4T+7r4Ngj2uDwA/kzLilOlw5zZ32wYQuV98lCF6rT6iSZ0AGpqUvO0u5r6KFTS0paJ+kEbuxwHM7QGm7j2IbGtHawvWzdXcHHZ/dwpLl+3k+NRdrEjbTqbioVjVoJ/1lnW7xD/bRW5mB2UZTcxy1DDLfpgycwN5iheXVPlr60L+8O4ppO8wM+l9F+ZdB9Dq63veh9VKxc+O5aKz1/FEznry1ZQh9S4lZLhz2mRaFhXQOE+gzOhgTuEeArrK4y+fypQfvEepXI/zwiV89/a/cH7q1q7z/FJjsxd+fuDzVL02idl/3hc1h+30+U5efnULqtjKuit0vv3zr5GzvoaWRQU0HCPImN/I1ZNfZratihuev4431pzE/B/t52d5W+ndBtORPHbGHyk1tXH9nsuY8Z0aAkdq+vSCjBYSqffRqvVEYeh9+DH0Hh7Dvw9N71JGnqibFBXVUG/qbwjO/heh/6WUMn6RwT3ZBHwVuANYCbwH7AbmCiHUbtsgGHv6F+A6IcQ/pZTeMNfrc66U0iWEsIfCB2YTDC0YE+hIXLqv22cdv9TxIznoy+VIfQY0WMnfESDlze3oLheBXrMNRXoaWTOaWDXxNcxCDc0ujW0pR5vNzylT9zAtpY5p1lommJqxiQDbfcV8e//JNK4vxF4vmbLLh23fIQIHD/V5KQRWLMJ1cwtPzPg9C606VtE3rme4GehQkrDbCJywiI5iCx0lAtekAMVlDZxWuI5NjZPYs30CdU9Owf7iRqYQdEqVP13O/677bShNSZA6zclDTcfz+NqTKHs+wIQ164nc1g3Z7vbyWmqFyTfs4tBlmZxe9D/OSPuI2WYPF+/+Aq9cUs7U+veo+sFy3pq6ht5OrNO2X6r8Iu9D9DsLCBzZFNsXliASqffRqPWRemEbek8Mht6HzmDCBMaz3pOiokqwwnielPKT4bh4aLLTK8AxwGrgh8A7Qoi1QCXwu9Cs/0eA/xHsDb1MCFEKnA+cC2wHfgr8SAjxDHAiMF0IcYeU8sXe54ZM/wp4neCs/yuH496Ggx3OHI577xp0XaDrAqkraH4FqSmY68xk7wJrm07ahzUEQkMxal4ewpFCx5wCGueY8OTpfKn0HcxCjRyvFAG76ifP0s4hTzYvHZ6H46wKDv1oOQApdZLCSh/2iia0PRVhH9Dqm5dz0Zfe5qbs98lSUxhq1MVgXtzdwwVidmqlGjNu386slCPMsFYz1dxMtqJwdcVnMV2hM/1wz1VC2i5bynvX30VGKE2JJnU2+zRu3n057S8VUb7q/a5huv7wSo3KQAfVATv/bltAmsnLy3P/2hVP3KoLlBVHXxprv3onkNJ1fm/beVucfOt+G5ZXR/dLGxKr99Gm9aEyoBe4ofeEYOg9QYxjvSdLRbV2uCqpAFJKP8Gezu5soNvM/dBxfyHYe9pJK0fjUrtCE6SUF4ex0ftcpJRrCIYOjCnMdQpFD1pR/DqKX0MEAijtHoTXh+xwojU0AvRwJL45pXSUWKg73cefT1pFmamDXMWCWQx8lRCvZmJt3VRqW9Lw19ux/aSQlGpJWpW/y4lFGlbbd9dSfn/Bo6ywuzCLlAhHjRwrxUUxx7hOtbVwb/E6vNJPkx7g5Y4ZPPTIBRTe0zemCODeX91PRmhGt1f6edGZy/fXX0TZk5C/Zv2AUj+rQlCk2ilQdf4WsLFmx0wyStdRGejgx4fPof5UH8H2VpB05WjvSTjbAJvuXko6fdOZjDYSqfdk0vpAMfSeGAy9D53BdF6MZ70nS0X1fSHE34EXgK6h9fG8MtXubSkx5NLbOiy2lYCOpc6J8AcQPj8ENGRrG5rbE7EF5yy20FGikJvbzmyzk1x18MMxLpeVmi2FWBsFWTU6jsMerPsbCByojBr3tfuhxTx55oMstYIqEtfSHuxKVQqCDt3LhdfehPm19wEoJLwT2/P4sSy2bgXApftY1VrO7189i5kP1aLt3T/gMptQQsN3KncVvceXc//HOo+F/5tyIp1zAit/uhxvnsb0r2+g/Nmvsu/iP0S13fq5DtovmsOEz0WfwAXjV+9jWetDnSU9XvWeSK2DoffBEE3rsS57PV71HrSfHKQDLoI5RzuRGCtTJQavDyoq0Txe0KNPCVAL8nEvnET7Re2cOekTTkrfTZoytLWWzR1Q/E4AW40L5VANWkNjvzE4ux9czONnrgo5soGvdzxa2OJL63Ji0Xj9lPsABy7dx/3Nc/jTCyuZfsfHaO2xrwgTCbNQmW9Rmf3AVynt5kg3XX83dmHh3JuXMe2b7/HEWbkc8Wfx2PMrKb93F1pjE+LNCXy19C10FM5L2QLAtEevp/za/u8pYSRQ78mg9Vhf1OEw9J4ADL0njPGq97H9q4WQUl4d5v9rEl2u8YrUdXSXq18nBqBNKqBlipkry9/jrqItfCa1Y1ApcbqjtrqxvrIJ+cH2rmGoaFTcvoyHznicZVZtVDiyoUxGebphadT9LVcs4+4D7zLV7MAr/TzaOp0/vbCSyf+3Gb0fJ7ZGPjegVFu3XdVzXZ1TfvEtpv3rRqQ/wOHvLccvTWSoLrz5Grvvn8j1uyu4asJ6Hphezs/vuwIdiSoU9p/9R+4/uA5T2cSYbY8kidT7WNf6UBlOvQ+UeOtdnTY5ruWLF4beB068VqZKZr0LS+QGTFL0qAohSoD7gRMI9qSuBb4R7yVHDeKLaVIp+89Mw13mY4b1SP8nxIjUdWKNz6/55nJ+/tm/h+KWEj/cP1RntuGZYyiKMBwkFs3h1V/dRZaagiZ1XnTmcu+rZzP9jo/RYwyqHwhm0bOvI29DM2mH0qj6/hKuumw1l6cfwirM3Hj+qq5j5t39VYpZT8H96zlyi5tT3/k6me/YyLukEnlgrGSVDM9w6H0sar2TcFofqP7jrfehPIdx1/sghmhHE4beY2MgWktq/+6LvGBwUlRUCS4+/jfg86HPl4e2nZ6wEhn0S9uiYm674gmKTc3MNmvEmn4qXvhXLuLcK9dykaMG8yjLGTmYF2WHlJTeFd6JAcxctSs00xU2+zS+v/6iYNxQnFvanfzw489SSHCO49nbW/hm1tMAvOOBCl8+VmHGK/0oXfFP8J0vP8dTdxZT883lXHHD8Ux7JTgrVK4C9a1iOGVYijoiJFLvo1XrQ6kYGnof3Rh6jy/JrndRHvl3SpaKap6U8rFun/8shPhmogpjEBvubIVT7fWhmYkj70xav9HO9/I2YBUDX8tcDmjOZP/EY1ioqiqf0ij7L8t+FzBTpzm5effllD1JTIH1g11Zy+0ODuVU/nQ538wKLo9Xpzn58Z7LaX69iJU33UGBau+Rnuaq9Dquqq4DtvaZMHKoJXNQ5RgtJFLvQ9G6FnGdksQyHHofynNo6L0nY1Xv8fbt8WK4/PtgibfefVrkXu+xH6QUpEEIcbkQQg39fznQfwCLQUJQs7Jg6Xw6zujAJhLTVjr04+WsmvtkV/qOWNGkjl9q6HFyZgON+4yG0uyMut8vVfxSY1XzItr/VYR5zeaYrjvY+Kr1Jz4Ii+dx8YX/Ddk/arv4zvVs8eZjFmrE2DFhtfb4/PWZbw+4DKOBROt9qFp3R1kxJpEMl94Hi6H3IGNd7/Hy7fEm2fWeb4vc85ssFdVrgIuBGuAIcFFom8EoZOcvy/Hd2soP57+CKQEJl9UZ01j5mU3MtwzcdgCNBs2NRw5sEYJwxKuCGiv3H1nJNp/Go+s/ReEftwz4/GgV1ip/37yEuWoqDz77EAtTDgL0sT3PUhfV3kO738B50RIAOl6dwvUZ1QMu82ggkXqPh9Z3+ePzmgjXKIvXJJNwDFXv0TD0Hpmxrvd4+PZEMNb1nqf6Ix6bFEP/UspKgitAGYwBpCqxqgEsIjGrWR+4OJ/bcv6KWVj7P7gbfqnh0v0cDNhx6gM7tz+GkqInVjavm8HNC9MoWS3QPZ7+TxgArk/oMZSjTp9C49ICmuZBSrXA+ZW/U+vPwNyiohQVsPN7BUw2b416zclmB2vvexjuA4h+7GgmkXqPh9Y3e8oILsA3tjD0nhjGut7j7dtHirGu98VRjhVSjs5u7oEghHic4Cz/ltDnLOCu8ZyiSghRDxwcZjOTpJR5CbKdaPvj1XZY+8ZvntS2E21/vNoOa9/4zZPadqLtjzrbkDwV1Q+klAv722ZgYGBgYGBgYDB2SJYYVSXUiwqAECKbJAlrMDAwMDAwMDAYryRLZe4uYL0Q4jmCCf8vBn6V2CIZGBgYGBgYGBgMhaQY+gcQQswGTiO4bsUbUsodCS6SgYGBgYGBgYHBEEiWHlWAbMAppXxMCJEnhJgspRzba9ANgdxsVZaVDi3J8u5tfVNSdMeDE5/09snlYc5IkdaCdBQhUYWOIsAsNFShYxIaFhFAIbjPhEQI0RWDcsTvoNmdAkJSlNJGbreUFT6psau1EGtjMAF5u7O6IVzwtUVYpY3UQd2zzEhhxqQGAD5qzcXSDJpVoFtAWnSs5gAOkxfnkXZam7Q+9x6L7Xaa+2xLIxi5UjKvgxShUB2w0bEj+K0Im5VAKUy3N+KRgoqPBT7d08e2EGLIrc40srrK1/3vXvT53rvrrT/dhKNonos0AY26iaa9aUiPt8f+grlu6nak0qY3hv3Nk13vHm8LPr9zUHqLRKxadyge9nzsjfuzBvHVe+czFI3ueu59fDitm7GE/c0TqfeR0DpAO81hf/Nk1/tQfHt3uvtRiE3rRz5Jpy3QENdnbSCaT6TeD34s8cm+zzkkSUVVCPEz4DhgBsGlU83Ak8AJiSxXIikrNbNxdbR1LPrnzJJFUfdv0F4Lu91akM7831+Jw+Il3eLBpvopsrWRobrJNnVQamkkVfjIU51kKBoWIUgJLbH2i7plPLd1EaotwM0LXufqjANd163w+zn3X99g2t88KAGd1zf+LOwsRBupLBErBnfTbfDdFz5ihV1DkzrTXrsOxaRTmNdKeWY9E2wtTLPV8pPPbg97+pBsA847p7B2/j8B2Oz1cdOuS6hvcXBSWQVvfjKD8qs3Uy3fGPT1+yNc2Xsvc7lGPtfne++ut1OuvQ5raGm8SPS+ZvWts9m45G8AVAY6uPXI+by1txzVpDE5rxF52mHKgDX0td3b/mAZzXrfuPWhsLZHQuvVvix+Mu8/8X/WiK/eh1IOCL+c64YItgeq997XH4reR0LrAGu0v4f9zZNd74n07aVE9nGDtd89d3Hv83vnNY5UER6M3rsTi95rifycJ0VFFfgssBDYAiClrBZCpCW2SOMXk6KTn9KOw+wl0+zGqgQoMLeRobrIVF1kKi5sIoBNaNiEQEWgoKCj49SsCJeK7lK5/5NTeDajHU/ARIfHittjJuMTFdXpRWjDE7KiZmbws+99mRX3PYwqFPae8QgBgjn2ajT4yFfE681zafZVhD0/Qg9kzLj/WYA2T0cVCousFtbN/ydVgQ4+9eY3KL869pVGYs3JGsuiA7Fca/M2L2rRXmqrilhy2ya2vhKT+S4cz6bjX6xhFioTTQ4eKV0HpesAeMmZwgOUD+yCI8iI6F2P/zKmsWp9c20J8J9+rxeuotcf8dD7YPIPhyvrQK6ze1sKx2y8lDcW/XHAel8jn2Pxs3caeh+leo/k24dKvHx7POmt+UgNs956v/PlyM96uGdrqP49WSqqPiml7BwKEkIMfizKYMhYlQATU5txqF4yTEGnVWBuIV3xkKa4yVPdmJGkKgJbqKVtFip+CR0BC2qHgsklMO3LoNmTjskNGc0a2V6Jtb4Vpc01LOU2TZ6Ed1IOnXmqNakTQKNd91GtqWxyl/FKw1w+OFCK7h6eXs2Cf+zC/VMfDmEDwCv9PNi4nKmPxe64h3vhgGh8sTT6IEbvinHnQgcZz7xPx2+8ZKl9h5XOT3UxYf9Gfjg5WkroxDEietfj2zAbiNZNlba42u5OPPSeKAo/8wlfHOSgnaH30av30ezbB8NKcVFcVkEcbr2vKIt8frKkp3pGCPEwkCmEuA5YAzyS4DKNWxQhcahe0lQPaYqHNNVNquIlRfFiEwHMSMziqPiUbjL0aGZUr8DkAXOHxNIuUfwSn0PBk63iKknFMzUPz9SweYEHhZqZgVg0h7YFhTTOtVF1dnDNZ68M0KR52eu3sbpjDn87vJjNOyaTss2OaXjqymiNTXhk0JtqUud9r8o/XzoR5b8fDIu9eFVq08jqca3O5TL3Pz2fRyvX9nu+DATwSJ13PPCay0yz1vMLXmAxse/OpXEpa7wZCb3r1vj0KQxG63kfxPYiHcxyqEPRe2/NDYThWro1kt73/HlRD3uG3kev3pPFtw8nnc9POL2vFBcx6fFf99gWi969JZH7F8d8j6oQQgB/B2YCbQTjVH8qpXw9oQUbx9gVH3PtVaQoXlIVL2ahkal4QkNBkpTQcJBVmFBFcFhIQaAKQZ0rjdTqoAMzO3VUr6RhrpmMlTVMTGvGo5nw6SHZrhlaOYXJhDJlEp6JmXSUWHAWCdzFGsUTG3FJHw2axk5/Lm+3zeLduslU78vDXuDk6TPv44pXo69jHA+OaC6u23IjZS+14jn7eGqv8fCNOW9y+OKOYbPZeynX7i3xwbzYJ1+yjWs5kQs/qWOpvYJDgbkssTaSq6Yy+V/XUX7D0VinJ1oX8ua8o87q0cq1vO8t5HtbPkfGy6mkfrZlcDc1zIyE3pXrI6+DHQtD0XqJCbKfHbjNgYYCjKTe+yvbYHug+uo9M6T3rUx++Dq4/uh1Db2PTr0n0rcvtVewqGzYzceN/vQ+EP+uWO+MaGfMV1RDQ/4vSCkXAUbldBRgRqPQ1BpqYWuY0UlVdGxCoBAcDlJQUIXAhNrjXKfPgrVVYmnTMLk1FJ+OP83ML6a/yCk2P6o42jpXexseAKaSCfgn5tJeYqejSMFdJPEXeCksbGF5/n72+lW2eibzetNsdCm4etJ6rp1fEzrbjjpcgxGL55EiNtKsufh+1adxN6Rw1hOv8ZXMPVhFcNbln0T8bA/khTyQY3tXAP4xK5/rq6uZb/FAKGB//3mPcPGcFbSe2EjtTct5c976ruOVBbO5fGcZ1jMOUMY2APaePjoXmhsJvS+2tg66fEPV+rAywnrvj3gMkUIUva+7wdD7KNd7In07WIfHdhjipXWIj3/Xy8JO+AeSoKIa4j0hxPFSyoFNRTMYFlShk6m4sQoNm9BRBdiEwIxACbWwO1vaR89RCEiNgKZg80qkIqifb8ObDcqcNvJUJ6oYeqycmpeHPjGfjuJUOopVXAUCT2GAlAIns3MbWJx1gCnWOl5qW8jLh+YwIa2Vx6e+QIYS2ws7lhQ50aj4nAM/Grc3LKfNb2PTufeQq6YSTGQRRDJ8uY+7zeyP+7U3ev1c9cdvMOnFJnZ+J5UtK++n/WwfAL70o8cd+vFy3rnht5iFwtfWn82HtcUsLT7I3QUPMj/upRo6o1Xvw631/oilJzXReu/E0HvsGHofHLFoXZPxj1cNN3owGvU+7dr6iNdOlorqqcCNQogDgJNg0n8ppRyNz3nSYxZQbAqgEAyiBzCjoopgi6l7K1vt1Vvi9ZvIbgvgyzBhPaOee2f+gzzVyTTz0KSq5mQjSwpwTXDgLDQFnVi+jihwMym3hQU5VRybeoBySy0/2f8ZqpoyyUvv4J6yf5ChOIZkO1b0kxdy+ooP+GXdcna1F/C3qS/gUPrG7bjjtEhHJGc1HE4M4CeTj6eU9ehA5VXPkQusXFIGGz9iysr9+H8JDTcsY+ONd3fd95Nlb/ND+3z+sXsBtxSGTw+VaEab3seC1mHk9Q7htR1uWzwmoBh6N/TeSaxa3+73xdVudw33p+eV4qKIs/5jobvey6+GS1gOi8v61bu6bC87gDnzIucGTpaK6tnDeXEhxFxgFaABe4HrgXeAecACKeXe0HELgTsIfq93Sin75HQRQuQCLwF+oBX4gpTSLYR4ETgZuEhKuSZ07CTgAYJ96U9KKR+N532dWbwg6v7V1dFTZiw+M3zUuYCu1rU55LR6t7CD24KfNamjI/FLDZNJw+9Q8TkUyrPqOcWuM5ThRzU3BzkhH3eRA2eBCXe+wJMnCeR5yctvY2Z2LcemV7LAVskUcxsKsHd3EfY8F3+b9RdKTCPjyFovX0rzeS6Utlz2bS1h9UV34gjjRDt0D3X+9DBXGBiDqaQOR29r3u8Osb1+Jvmn7ATgyR/chUM5OjP02soTqVraQRnb+DonAIO3nex6Hytah5HXeyz07gEe6ou7k+7Py0jpfahaB1CLwm839D4wBqL1e2pOJ5gKfuQYziwxseg9WKWC7R9FjktOioqqlPKgEOJY4ERAAuuklFviaGKXlHI5gBDiMWAB8BngN72O+zFwgZQy2rzBZuBEKaUeWqjg08CzwI3ADb2O/RVwtZQycp/4KETpFUjffTv0bWW7pY+KALToNk4v3cWb15STavVxcd7GwRVACEwTitEKs3AVpODKN+HOE3hyJIE8H5m5HUzPqWdBehXHpBxkurmRPEVgFiaW3fttHAImz24YEUemlk9l/2UFzFu5i5bqYrx3F1H6zSNMNfe1rUmd1a582jsGF+w/2ArmcDiyzmvuasonoCsEViyi4kKVc948jtUr7qXcHGxx///2zjs8qir9458zLZNeSIWEBFLoEUWqWMG+igprZRUbuvrTtbvW1XXFLq4NQV2sK6vuqqyLolhWITRxI016SCghnfRMuXN+f0wmmSRTk0lmCPfzPDwk95573juT733vKe95z39XjSabNb02yhsIgqr3I0jr0Ld6d6azfvoqhVvnxYi+6j2UUfXuG93R+sofRgfEti+zBIHKP+wJX/TuC/2ioSqEeBj4LfCv1kOLhRAfSSn/Eoj6pZTOTX0TsE9KWSZEe/CvEGIoYAQ+FkKYsTc6G4F/A+cBswGjlPIFp7q0wM5WG6Wd6tMDmcDC1rywt0gpdwTi8/Q2AggTHaXV2Xk50yQVdprTqLBGMyP+Zx5NKUAvtK1TSN0IbI8Kp25CBs0DNLQMEJgGSKyJZmISGslOqGRM7EHyw/eRayhnoFYhWmOgQjFxT8m5RO+z0Zim4ZOcZd2z7SPaAQmUzRxG8xn13D7qU5753xlkX/0r2tRkXs77AOjozCxSYVWLnnvWziSs+mWf7fi7AKqvX+jZ8ZU8nr6UiMVw7XEzUCqruIUTeGbvGvINRt64YBFP3BnaETxB1fsRoHXoO737Q3c2KPClPgeu6lX13v/13hOt535Qh7/bDYRyJ94XvU+7w17W0/qOftFQBS4DjpVStgAIIZ7EvktVQBqqrXWeD8wDdgBVLoqkYE+NlY99Cv8BKeWtQoh52HO6JtAaoiCEmAC8CrQAz7kxmdhaVw6QjD2k4IIAfZyg8au5ieWNI6m1RmCy6bBILRFaM0PCKkjV1xKnaSFM6Ntin7qDJVxQNUqLOd6GbYCZ2PhGhsRXMTLmEKPD95NrKGOg1kysxoBWaHmvLoO/rDyPIR9JGkdpyL1oh0fH2xO0edkcmpZM3dQW5oz5jsGGSp58/2KGPlaABPTvmBnSqcddozTx9/phPLvyLPL+ZqKqqcUnW77EJDmXDYTD23/fFNKfKPBaTp4wlkMTIxgbUUCCRsO4b24ht3JD270cmwlKaQ6jDfUd7jWUnbIrelvvoax16Fu9O3BugLobWQoU3vTusCVPGEupC7077u/6h55j7VML2vR+pHI06z0QWpf/c719qzt89fGB8u/D73+e9CcKvHbyPPl3gOsfur1N7446PIXZ9JeG6l7so5kOjxYG7A6kASnlUmCpEOIl7NP1n3QqUgusl1I2CSG+BVr7CazAHmf6JyntS/qklOuA44UQdwLXAPNdmDwMbG2d9q8QQgwI5OfpTQTCrTNYUHky3340nvByib5Jom+yUT1CxyWzv+U38UVE9LCRCmALl1hGNpEY10BWbDUjog4xIvwA2foKUrRmDEKwzRLF9euvxFxjZMAGLSM+3cWOe3J49cLXOSOiZzn8OqPNGcLhcSlUjRFohjUwKnUnVpuWt5edytD71pAhC2icOZF7nnyX8yML266zSIUNJnhk72/Z/1UmI9/ajfVQWUDuyZcVoP680HPzG1m+vBAoZMmceBYPy+xwXmM00nD2MZQfpyHzy2bEqkIGPJLJsRHF/ObOO8j90PV058mv3k063hu+wSSYeg81rUPo6N1TI7Wno6me9D5dzPJb73HvroanVL17I9T0Hipad+DcOfO0INBf3XfW+4pOO572tt77S0PVBGwRQnyNPUb1dGClEOJFACnlrT2pXAgRJqU0tf5aBzS7KLYTSBZCaLHHsBa1Hr8ReBe4XgjxL/vtSMfSvjrcpANtXWDVIISIAOJbyx5ROLapa/9dsqMumQFbrEQW1SLqGpENjdj0ebTY9K2pOnpOuNHMaTnbyYkoZ1hYKVn6alK1ChFCy3NVE3irYCrh+3UM3GAhYkc5sq6ebQ/n8P0FzzC4h7FLItyI9YRxNAw00JAuaMq0MjCrktNSV7G+KpOdWwZR/t5Qwj9bx1Dsjqnk4Sn8eP0zHT5/udLIgurxvL3yRLI+sTJoRQFWH+/BlwVRvpT1B0F72Mql0TUsxqmh+k06f8/7kGnzjiXrodX2Y5PyOS5hM4uHZRLVKSbPcY+K/Nmn0dlQIRh6D6bWIbh6r6emwwYVnRufrn7vTb23PVte9L5G3tV2X87PoyJtqt69oPp2777d3exTT2YSuujduS4//bsDf/TeXxqqn9BxhPP7ANd/lhDCMUK6E/hKCPEh9sVbuUKIp6WUnwkhXm+1bQPmCCEygPOBc4EtwMPAZ0KIZ1rLVAO/A2htVP8GOF8I8ZqUchH20IXl2P9OtwT4M/UqirTxbn0qb5VModFsoLY+HKtJR8S2MAbvLEfUNVA/cTA1uToasxSOjSgOmO0B+kauTFxFqraJWI0gQujRCi1PVh7D0ldPJnOflYjd5Sjbd2EFzGeNZ+NFf3W5EtNvMhSGPbmFERGlDAs7SLa+hgSNhqv3XIjuShu5B9Z2KF53+STWzH2O2NZ0HYq0scGscNeO2dQvTSNv0U/IAKQs8beB6q9Tq1D05P33Kk4euov5g76h6MnJDPnjaoqW5LNl+GJqbJKkBavbyp+4aB0/5rvPm7hCfoxhIEwXx/l1H8EiWHoPqtYhZPTu7xR/T6f/A613gON/upxktvXovvqKo1LvQdZ6PTU9/wzdJNh67xcNVSnl271c/2fAZ50OX+yi3BJgSafDjtRZ/6J9sdfJLq69Fbi107H/Aid245aDjg3JWyVTqP9nGsYaydCiRrSVlci6epSqatBoqRg7lPNnFJBtLGeK8SCdg8y7S7TGwjEGM9stBta0pKFIwbKqfMofHUrK3nKUHbvbxgG0AxL49I0XiQpQ0uds42H+OnAVJmmh2mZlWcMwFrw+g9T5rnuOf338pbaE0yZp4bPGRP5YMIus9yB5RUFAUp37+1Luzku8ZoueiZf9Qglw0tKruPKc79Cfq/Cb6IVcsvt8Gk9qT1whjh/Nj9cJYJPfdkKVYOk9mFqH0NS7KwK9cKo39J4848hopMLRqfdQ1bo7TQciF7CDQOq97Vmc4fuz2C8aqkKIE4BHsK+S19Ge8H9oMO8rmOzYGOFDLr3CXrNvw0ZdSxgRlTbCK81oS6tRyiqQit2NaGOisERKRoQfZKCuBmMAA9zt+0zrmf3THJLfCUdfbyVsbyX6vT85TVTZ2fVyRkB3JtEgaLCZmHntrei/+gmAVDcxODvfPo4JYYUANNnMLKrN4+Uvz2L4gjKUXUUur/GHvmigOqONi+WBn78jV78KRUp2WqO4I2syYHdiNVdNpnKcjcTsahIuKvHoqKeLWRQ/OoWa4yuIP3enV9tHq96DqXUIHb33VbopZ/zV+9deGsvFj04hxge9B1vrcHTq/UjSem9kbwmkf4d2vW845wng6Fj1/yZwO7ABuuhVJUjUVEWRtu4ASukhrNb2KBzN2JE0p0aiy2xgSngRcRqI0vR8e1QHAsF+azPW3VFErt6BUlnlMgbIdPZ4Np30Ks5b2AWCn83RbY7ME1+f8iIQRZPNzEs1o/jbp9PJfXozSn3PVv764pQCkVOvM6WzRzEp7Du0wj7VddmN1xNG+67GP857kT0WC7W2MA5simdR3tAu97Dz5YnMO/1D6mzhXB3zEhoEOW/OJe9a799nsAmG3oOtdQiu3oPRQHXgr96/zu1ah6p3/wi23oOp9WjimSimeS3XWykGe+LfHfew8+WJvH96cQe9G3yw3bvJ8/qOWinlF1LKcillleNfsG/qaEaREtGow7pvP9La0ZU0p0VSP0hHWnwdQ3RGkrWRPV7p35n3a48n950qlErXMih6cjKLX5tPmAj8i3tJ5SSP5w9fOZnn964mWx+FSVp4szaXv306nSF/3oCtFxupjsUkgVxU4kzjCY0dVgOf+sSqDudfrBnOAyUzSNE2MzOqjnlFHRN+jy9UKL75bq7IW8/C+TOwYUMrNBSd/QZvlqwM+P0GkmDqPZhah+Dq3Rd6K6WZv3pft3cwI+95HgDb1LGML1R46ay3WTwsk4UvqHr3laPVt/tCb+bB7ol/96R3pTSH4n2pHm33lxHV71oXKP0LewYAAAK8O5WKj+wxR3P57vOI29K1HyTCwigfp6c53cq0xOK23UwCzdubJzF0a6HLc7r0Qayf/Xyv7fO89sNjSHMzJSTGjeLLx58jXhuBIm181pjIX788m9ynN2ML8D7PvhIoZ3bv2OUdfk/QNUJrf1mXkc7CL9PRWAXLEkdwc9w+xoUZUEpznK7YxBOtPyUuWk3xA2ZGDLYvwrhs9XXYM7aFHsHWezC1DqGr997OudsdvW+6/VX73B+FAIx66SbSKSBx4WqK7zdzza+XUL0ylePO2Yqqd9ccrb69c5aLvqZn/v0twJve/+nWdn8ZUZ0IHI99y9FnsSfRfzaod3QUYyo3Uv7qEFKXdF0coE1K5MTz/8c/znyFOxNX9Ury5WZpY/Cb7nvwxS/GBTxWz0GDlKQ95z7lxvBF24nX2vc63mBW+GPBLPIWlAWkt+0pxgd6d5rUmhjJZdElHY7N//6stp8PnjeY7LvWMOSPq1k6cgA57/8esC8ysMj2aJ0F205iupiFbepYRgwubTteMeUwO1+c2Gv33xOCqfdgah2Cq3dfcaSBCqT+fdF70Z13sfveO7l1xHdu9f6HKz8F7CNOM1++m8iz9pDxlwJV7244Wn17sAmUf/ekd1OG+/Rl/WVE9XsXx3prAamKF7QtCrHb61BqXKTTsFqJ0ppI0pgIC/B0v4M9FSkM3LzB7fmJA3ueKkW6kdf+/clkeLju8oTVgJ5ypZG7dswm6z0CsnCqOwTyxZ2eWkmEJr3DMV2t/SW19/HJZL91qEPwePbdqym9pIEEbViHa+bGHmTuwYNAIdq0jvepsfTO6HtPCabe+0Lrin2fEpcEU+/eOma9iS963+h0zhe9d14gpeq9K0ezb/cWoxrozBbO9IZ/77Ig0EOLrb+MqDY4/bMCZwFZwbyho5qmFmyFW12esh4q4/uFEznjg7u568B0jy/B7qI/1OjxfElj919wirRhkQo2N0+VpsazbYvUYpEKi2rGUf/vNPQr3DvdUMNTbGuMpuv38fkV9kmN3567EkTXl+56U7LH7RTPGnxbB6c7aXKIpu8Jot77QuvN0v20ZX/WO7jPXdkbetdldGwIqHrviurbvdMbIS+9qXfHeyUqyv1Wyf2ioSqlfM7p3+PAKcCgIN+WihsSF60mb8F+vtk+rMPOJn3F/h889Ys9Y0WhUmmmRXZvtOOl0ulsNCu8WXASqW/0bQh1ZwcWyEVVtbau30eePpLHitYzNWoHu65O7nJ+uKGiyzFnXly5BM3o4QDsmj+JtzO/Dci99jXB1HsgtL7d0v3XRDD13pv4q/cV8mNV733A0erboXdDu3rNv+cPb/s9y+B+883+MvXfmQjgqM2hekRgVYIWnDH40QJeu2QQN8Yd8Os6i1RoslkotobTaAvzfoELNqwaxl3HRpO+XGBrcd+D7A6OYHvwz2kForFattl1XNhIvcLx717Dgxd/xPv3tY8YaY4ZQZ6+0GOd2foovvjKsX9GIUd0vzpIeg+E1je0ZAEl3i5xSW/q3Rs93UrS03Phm9472s/Te95CVNV7z+mvvt1XHGkHA73oqtf8+5dLAPuCqwln7nNbVkh55IdyCiE20f5YaIEk4M9SypeDd1fBRQhRAQRuX1LXZEopk4JkO9j2j1bbLu2rf/N+bTvY9o9W2y7tq3/zfm072PZDzjb0n4ZqptOvVqBMSukqD7CKioqKioqKisoRQr9oqKqoqKioqKioqPQ/juAgGBUVFRUVFRUVlf6M2lBVUVFRUVFRUVEJSfrrqv+jHr0hUhqNnnPKDRtS6fH8zq0xHs83K/WYbc1d8lYMSNDIwRnt0lKkpEEaMNn06ISCQVjRINEJG1okQgg0gEB02HBPdNp+zywVttemEFZtD1epbzhY6Sr4OjFBK7My7Ps819qE2xWLnhDGMGxhWhSDwGYAabARpreSoG9CL6wc3K/QWGPu8tmdbW85lIS+3HPuPV+wpESSkngYKxrqtmhpoRGzNHm0vWGjqUs9nogmHku2kVGR1YD9uz5oiaXeFIYQYNBZYYcFgHpqunzvBhEmjUQ6zgc0Gbtzfa5sQ//Xe0vLYcyWRo9/897SepMtjINba70+a8HU+/a9iYi6JqA996mzBl0d80Xv7mw76z3QeNN7X2gdoM5a4fJv3t/1HkzfDu59nDu9e8JZ94HSu6tnqSc49O7ONqgN1X6L0RjPuEn/57HMt++86fH8Ocee4fH86sqPXB4fMMjA059mMUDTRIrWQouErZZEDlniiNM2kao7jFFYidOYidUItAjChA6tEGjQtO0P3Xn7vSJLA9M+vZ28d+oRVhtfFT7mchVik24gWQvO5cOh3wB03QHDA9r4eGw56dRnRVCfoaVpkA3NoCZGDyxlasJuLFLLL3XpHLjy3y6vtzQnEz3/cv49/GMW12WzdOQAn227Qowfw+FHm/l8zNusaEpn8bBM1spvXJatqrFRVWOibH8aKemlLsu4S9lTTw0TJj3LD8+84jJB89LGCF7JzXNc2+V7t2DGgrnNhnOarJ6mSlkhP27bkcWVbej/el+7ZZFL232h9W1VyRw873GX33uw9Z721j18M+4NnqmcTOGx9uMO7bnaxcdZl3WTJnnVuzvbFsycLM53WW9v670vtA6w/NCrLv/m/V3vwfTt4N7HmWtiMb31f1307gnnZ6EnejcSyUQxrcN7w3kzjEDo3Z1tUBuqKr1AvS2cb+pGMSriABFGe/7FOE0TWr0kWtNMkrYZPZJIjcDY+tA4Hh4NwuP+0BqzQFPbhLC6TyStq2ikdmoVZzK27ZjQG5AW9zvs6FJTINxIy9BE6gYbaBwkaB5kJSatnuNS9zM1difjjMW0SB2jw/fxSYvrR0e2mNBNL+FCJri15Q+7Z0bxQt5HJGojuTS6BmW7hrV5nq9x10gFz7khYz/8iYanTG37VTtzfmQTg4rWcf+Q7n0uVy9vf1/ovbHjSiDoC72juN7hpy+0fuvaOW7r8kXv/vyd/dX75hmPkQKA/41DX/Q+LcuvKt1q1N/8xoHOgxlI+rvePfn276c9TzQwXfTcv7vS+jvDPG9YkHrBr1zBCd2y11O9d+6MeSrXnQ6bu13gQI1RVekl9BoFLTaU1l0+9EIhQmNCQUO1YqTCFsY+q55dFsFBRcEkLW09bYAmm5mN5ha+atKz0dyCSVqwARoFhMkCJveOyRXSYqb8s+FM31yPNqXjLhq6tFR23jqUurGpVI8IozYPWnJMZAytYHrGdmYM+B+nROwiRy8ZFwbnRrSgdZPP2d3DtvfxybxestLlcXeU/98Uzp7+E6ca23fsuCK6CmuS/1OOxftSvZaRVist0sYPLfBVk54apePU0liDjt3PTnJ5bTTxTBez2hyTs4NyHsX1ZTes7iZoDya9rnc/tqIMtNbjtvm/U08w9Z79jz+71PvOt8Z10Kgvejelu7bdedrTk9494TjvXM5xj6HaMYP+rXd3vt0dgdR6xe/dX+OOoiX5vOnCvkPvYNdXT/TuoLMvdn6eHHY84eqZ8MW/qyOqKgEnXGNmhPEgSbo6bAiQEKcxA2Z2WgbwQ/1w6q1GyluiqDWHkxVVzW0pKxiub58O2mGRXLr+esSWaBhdz8fjF6EXAm2TwHqgFGz+b83XXJjAmFH7uWjdLyRo2vtoeqFh8vprqGqMoyVVwZjWyOjkMmam/Ey0ppldplTOCK9unb6yX6dr8s9+1gOrueGD67hy+9cM0tWwqSWDGdFbGKwrZGj0DeTeurZD+aSCOO5Mfp0PKieh7bSPsk3v2Zar6f3MjEMA/K84nX3WOCaGVZGojUSbtqvDte/UHsu3Y9qd1ZslK/nJlMq9P19E7LJIIi887NfndvSq3b14PfW+Q3lUyZm+0LtU/EsLHUitJ21wv7WhO7IeWM2Nf7+WK7ev4D5dHptaanpd7w6GXLqRa5nKzF/LmRS+x0nvhQxZeD15N6xvK+tN75qwZ/3+7N7u0dOoq6r34Ovdk2939fdx1npPfXtTqv+dQm96Z2673nqi986dsc6drM6DFM5+3ZPv9wV1RFUl4OhRSNXVEq1pQWntRRuFJE4DLTYD2+tS2FydxpZDaewqSeaXyoFU2cI7TAmVK1GIrdFkrGhCbo2mQrE/XBoL3WqkAmT+qYD5OSM44593oSCJ10YQr40gSmOkcMJ7RE2pICWnkhMyijhpwE5abHqWlE9k0dYT+KB+cMcpqybX3W5PAea2zdt4Z1gGJxqt3BJfzGBdFAA7Zy4g8gd77HzDxZO4Ytt+XspYxqLSkyl+eBiTN8zGIu2fuclmRvg42ODKCeQbjJwb0UKi1v59KqU5zFx1A9PFLMpundLBiWnGjmT2ttksyM0h65KNxL+9moYGo2/G6fpydjRYOzs0Tz1sVyNOoUYo6j2QWpcbtnTre1G2bO9TvXfmnyOSu+i96LzXiV1pjy30Re82F3ucu8PbaJOr8q6ehd7YAjOQ9He9u/PtngiU1vU9WJ/lTu/++Pee6N3dsc7n3XXaPL071RFVlYCjFTbiNM2ECQWjsKEVYBQCPYJBuhqOjy+mxhJBWXQM1aYIDBqFxeUn8r7GSrOip8ESxu7qRKJKJLrDzcTtNHLNqjlodTYGFVp6dm9JSRgrNOy36rhj/0kkGJo4LWYrZ0bUcm76FvRCIcd4iMLGTD6tGEvx3iQid+tZ9PmF/GWqFV2NDsNhATzmsn5PcTYOdlubOfPbW0lYYyB6Zimfj1zCzqW5DKQCY6WFOG0Tfyo7mbLns4n4ai1JX8FvGGe/eMIYpPZ1rzbcNezWmSxMzmqP1a/cP5D6s+1hFGanhcD7HpzCDzc8g15ouLngbH4pG8ikgcU8n/Iq+V6tt+NqlNTdOV/qCsUGa6jqPVBaT6egR99PX+i9Mw6drDNlMueNP5D5WTXb7ozk5+kv+aX3nGsr/LLr3ODsPKIUiIVWoUB/17s73+4LPdW66YKebcC0zmTpU72D59HVzuXcXecNtaGqEnD0AgbqrGhoD6LXo0UrBKMNFobGb8AsJTZAkfBx/TEsXH46kfs0GOokxsM24pttROwqg7JKEvaVEv+ZBIsFW4v/vV0A7YAEZHoKTYOiMCVIrtl0JYeL4tEktXAoM4bktK+ZGLmbVG0ddTKMf+08BmVvFAm7IWFrM7oN24l7pwkxbhRywxYO9OD7uSXzBPLYYP9lIZx6ze20DJdYTxvH3qttLCmfSNErw4j5ZE2Xa8vHRxNV2+yxfk8Pv3MjFSAx/SDTJ2bBuk0MnV6E5S9QecNk1t34PFEae+/7vazv0U7exVbg7pI0vz6rL/fp7sXt6qUfioSa3gOt9Z7S23r3xENDxpNBATYg72q4lCkwIcur3u8Pz+efO8YS1m3LXfH2Mnc3wxBq9He9B9O3n3DaJnb3wL6z3kvmfEwi+OTfA6H37oS0OPt1dUTVDUKIgcDnwEggSkppFULcDcwAioE5UkqLEOIK4GagGrhcSlknhDgNeBxoAX4npdzvxsZnwMnALCnlitZjXa4VQowGXgME8Hsp5cbW+3sPMAIPO673BY3ZSvieKo9lvKX2WH7wK4/nJ5zpOnZNAHoEGiHQY3dkjtQkYUJDuDC0HrNPt0RrWtDXaogstaFvsqFrVNC2WBENTShNTUirf/FKzmgTByAHJdOcFkVjio7mZIGQkpqqKJJyqhieUMZxMfaVq780D+bFylx2HEwhbEs4A3bZiN1cjbJ1BzZAm5LMjUs+YVVDHmvHurbXndxyCW+tY87mcvZOT4TqDErm5xHzcVdH9lTRWjJ1BYz/3rcXt6+Nu6QX9rGlYjjJp2wD4L37niNK074y1DmOdcRg9xkFvN2L8/8Q2Jg8Ve+9p3Vf0uD4Q2/p3RlPuvKm92tLprJ/UgNZbGStjPLbtqv78Bav5wp35fpC6wBaN33S/q53d769O/ir9a+b03gncOaBvtG7u9kCf/TuaTbyqG6oYm94TgM+ARBCJAGnSimnCiHuBS4QQnwK3AicBMwEbgCeAR4CzsDeyL0Pe0PWFTe2XuOMq2sfAy4DbMCr2BvLfwQeBDZib1D73FANJppOefOcj0PX/Hn1NiPGaog8ZKJsXDgtE1qwHDYy7I1EZOkhtCnJVJ2RjRIGif+r8z7KIwS6QQNRUuNpSomgKVlHc5KgZYDEmmQmLrGB3AEVjI3ZzzERxeTqq0jSCG7fn0/Z7kSMpVrCaiSxW2pQtu5oq7ZxfBbnR37F+ZGFvDTU/0TTrtDmZVN0WQo11m+pNEdR12Kk6hTI7fRsm88azxjDz3zamESZybegPV8dxPbqZKw2DdZp49gzU8s53x7P8ml/JU/fOwnNHbhqTLgabQr1qdKg6r0PtJ73wVVwaWBG+XpT777iTe//XTWaInkX0P2k5r7G77nrrIXyDEJ/13swffv83dPBMSLrJ+704oves+naePYXb366JzMJR3VDVUrZArSI9pV3E4DvW39eAVwObAU2tY62rgAWCSEigGYpZT2wVgjxpBBCCywDrgFGA2dLKW+TUpY61Y+ra1tPJUgp97WWiW09lg/8QUophRD1Qojo1utCGgGEiY7S8pQ7r0kJI+ywDX15A43pYXwxeQHfNubxj0/PwQCQGE/FdBPRsc2URsaTZhuFsNmg0E2FUeHUTcjAFKuxO7EkiTXRTExCI9kJlYyJPUh++D5yDeUM1CpEawysbgmj6nAUG2bM75Bn7pTrryfsP/ZVwsbP13Fv2VieSinEsKf705Fgn64qmzmM5jPquX74l3y071gWjnif/MFGOA4sFyoM+3ouuXPsTqtytJ6PGgbwwLoLsJpf7ZFtZ6aLWcTHV/J4+lIiFsO1x81gecVCRmDPEJBvMPLNnjymDd3htS4H/oyU+ppfMlRf2tBHev91levK+kDrQy77pUfTkdB7eu9OJya7k96Vyipu4QSe2buGfIORNy5YxLQ7fKvLn/yo7p4LdxkvQpX+rvdg+nabmxyu3nClF4emvPn3Ny5YxBN3el950Jtx1ivkx+rUvx/EAY75vVog3s2xeKdjAFoppSKEuANYAMQA57qx0eXa1v+dn3THz1oppSO62mE75BuqVYqed+tTUaQGBQ0xmmYmGvcxRN8+rWCSFr5oimdVfS5rK7JoSNdg0yWiG9RItJBkGKqozNeTsSeb8kkJDEwpY2BULT/lxKBriQGJ24aqKVFSdYV9+WRUuIlwID36MCNjDjE6fD+5hjIGas3EagzohZ4PG5L500/n87fJi7skQ/7+9dc7TKMt/WwKT80tJC/f8/Z1JY9MYfAjXRehaPOyOTQtmbqpLcwZ8x2nRm3l6rVXc/GIn8k3tK+o1wstO09/nZwFN4JG8oepy3hwwwxyXlGoPtT9UAhnByNPGEvpxAjGRhSQoNEw7ptbyK1s781f/9DtrH1qAaMNvknO2YF5cma+BNx3riuU6Qu9W0q67iYDfaP15QcL3U4DOwiG3h0vtv33TWHbPHvL0tMLVJ4wlkM+6t1f7fmid1flHC9+5+OhPJoK/V/vwfTt2qpaSrx8//vvm0L6E3b7njKm+KN3b3Selvemd1d+vCeNW7Wh2pHDwKDWn2Nafz/c+rPzsRqnY2CfrkdKuUUIEQ4sl1K6SzTh8lqn/51/ds7T4bAd8pTWxvPYsovQWAXCCpY4hVtOWsEdCXvaylQoJm5feQnpS3XUZ2hJOu8A01K2MyFiN4nacCaGVTH3qv+wcWY6U8M3c1rUViI0FrYlp1B0ij2pc+FC1/ZHR1dSMPltLFKh2mZmZXMGeqGQpa8kRWsmTqMjTIRTa2th/H9uRoTZeGDif5gcptDeb+hK8Z8ns+06z6OZufmNLPvyZ7SikFVX2rjjkZsZUHCIw+NSqDxGEJtfxdVDljHSuJ8bPrmeb1acSP4DRfwpqbCLbRuSxWe8QYaujrk7L2fYnYewlh5CStebHRyXb2D98sEAXfKjThez0BiNNJx9DOXHacj8shmxqpABj2RybEQxv7nzDnI/XNPB8f30zp3wVI7Hna5c4elF291k/qHcaO0Lvb/yg+v42GBqHYKr99z8RpYvLwQK0c7ret4XvTsT9+5qeApOfvVunzMd+KN1X+pwTuPmTx19ydGq977QuqfEXM56XzInvm3LVfDfv08Xs8BPvXvrSHVuvPqye5WvqA3VjqwHbgKeBqYDa4AdwOjWqf3pwBopZZMQIlwIEYU9znQrgBDibOBXYLoQ4nUpZWVnA+6uBaqFEOnYG6m1rcc2CiEmY49RjZFS+p95OwhoLBC1T4PGDFqzpDlJxwFTHACKtGGSVqptOsJKwoj+bgvi5GFMTiziwcRtrTVoSdRGckt8McQXtx0DLfmGWoiyfz33u7FvQ1Jra6HWJjmgRFFhjWFW9BaiW52YBsGU+27GaoSRK0rZe+lArj3jEJ4cGcCWa1/BW+ph4bRF4KQwGHLDdvZdHsfpaT9yRvQmRupbuHjHJXxxaR7ZFWvYf98Uvste0cV2udLIgurxWKSWR5N+wfZsCtbS9S4sdrTtQCnN6big4pt0/p73IdPmHUvWQ6vtxyblc1zCZhYPy2RNa0xeZxQ/dojxNa7U3xGjkI9R7QO9/1Nncmk7mFqHI1fvUW5i8hRpaxutAt9iVL3p2fl8qGvZF45WvQdT6w77Di6NrmExme166oF/d9a7O/yJ1e6O3qeLWayV37g9f1Q3VIUQeuAL4BhgOfa2zw9CiJVACfBC66r/14EfsY+GXt56+ePA19hX7l8lhIgG7sE+5T8KeK71+IvAb4DzhRCvSSkXdb62tb4/AUuwhwA5FmY9DbwDhLeePyIQ0VY0p1RjtWkwKRpiI5s5McYe4/hmXTpP/3wmsiyMrB9MKIdrCasy02QzBMy+ScLPpjj2mJPZ2JjBT+UZXHvMTiI0dhs1ShPhVVbC/rMeOWoY3/3+GcD9wqEpv5gpOMbgMQ6r3bZCibWBg9ZwPq8bS7TOxLLR7xMlwtAKDbU2gWbavrae88qbngXap6QUaWODWeGuHbOpX5pG0s+N3P6SEcOX3h1ZhaIn779XcfLQXcwf9A1FT05myB9XU7Qkny3DF1NjkyQtWN1W/sRF6/gx3+jxJWsYuMftOWccU0Pe4vD8baQeCXkng6n3YGrdbv/I07snjv/pcpKxN6h82Q7S1wWBrn53d12oc7TqPZhah97x785694azrt1t5tK5nC91+lLuqG6oSikt2EdJnVkLPNWp3LvAu52OraDrKvxTW/9fT2sDVEp5K3Crt2ullBuBqZ2O7QdO8+3ThA55EVV8ddybbfELGiBaYwD0vFM8ibx5TShb/tdWXl9WR6M1cBkLDQKmGOs5ObwJTWwJw1bfhHasoMTawJs1E/l63onEb9yPFfuOIgM0nld53p+4iVO+/C2vHK7i5rh9HstqhSBNG06K1sbfrUZWbB1ObMYqSqwNPHjgHCpONWPvn9iJ0bS/OE3SwmeNifyxYBZZ70HyCntPd/3zk4jxYVVmzRY9Ey/7hRLgpKVXceU536E/V+E30Qu5ZPf5NJ7UnsxZHD+aH68TrJCB7/84Oyp/poPc1RPqBFPvwdQ6HHl6h01d6nHWa/IM317azjF7nWNQXdXrjs4duFDvlMHRq/dgah167t9dactXvTvT2b87jvkyo+ZqwMIX3R/VDdX+jDSZse7Z26M6vOXi2yFd5/LToWnbwq0zTWY9MWWdIiLKKvnvnhzmhVdikVosUkuCrpGzozYzwhBBocnEx7XH06zoOS+ukFPCPU9HaxGEi/Ze8vAx+yhTTJz92j2kzysgmjWcsLGZGTGF3H36FeR9dyy7T1vcpZ6cv9/I8ZN3sG5XFrlX/cxSBjB7/w5iPTg/HZrWJNhanktbw3WJP7KqxcCfh07FsYau5OEpmJIUcm9ZS95HN7H74tdosplZVJvHy1+exfAFZSi7itrqrL2ogfpZoxh0kffk69q4WB74+Tty9atQpGSnNYo7siYDdidWc9VkKsfZSMyuJuEib2H7dsYtu48N5zzhsYxjasjdiGnn6SB320S6imH1xZEdrXoPptYdn/1I0rvzvj+udFr86BRijq8g/tydHu1GE89EMa3Dsc4N0871+7rq31sDty+0bmeXy6NHq96DrXXovn93pyVf9e5ch7cBBG8LajvvTujLgITaUFXpU5paDCiVHV/4Sl0dQy77hf9qotr2edal5fHB68ez/rgPuXjNXIZc9gtg499P3kDh7L+2TfW4wjmWCGDZsGUsbUwmfV57LE6E1kSe3sCe36WQM3s1Q16bS9H5i9rOZ394Izl3raEGyKW67fhlZ86h7EmJ4Fmvn1UvtOQbtIx85SYynILV1899nnBh4Ny7JpNz2xreOSuRUks8iz+ZTt5ft6NUVSO+HcRNGd9hQ8N5ET8DkPPmXPKu/cmjzdLZo5gU9h1aYX+RXHbj9YTRPrX047wX2WOxUGsL48CmeL7OdV3P+zvGU2cL5+qYfWj4B/5M3HlqiHYu48BTehVPZUKdQOndHX2h9R+Pfc+nz3ok6H1R3tAudWS+8gzzTv+QOls5V8e8hAZBzptz4Rr/F0N5m+7vnPTf07Wq3rtyNPt2CIx/3/nyxFa9h3fQuy/2wXtDtDOd9d158MGXxqpvgUgqKgHCavUQ1G5rX/NoLT1E9c4EAHSb23vvA3+wYvG4NtI1ww0VaEcNa/v9i1FxnDd0CpkP22N68m5cx5kDx7b9y7nNPh2z58nJFH1wTNt1ypbt1FRHOYW1e2fenI57jZzy6O3k/PtGpMXKgXunYJE6YrVNmJIVdrw0mLk79jBnUAGv5ObxyItXYkOiFRqKzn6Dl4pXIQzum42NJzR2cOSnPtExH+GLNcN5oGQGKdpmZkbVsW7v4A7n7/vlQpbuHs0Veev5/fAfsGFDKzQopTkU70v1e5W+v2V8PXakEAy9B1rrjm0yfSWU9T6vaB0H754CwGkn/oX7frmQl856m8XDMln4wow2vRed/QbF+1J9XkTiTbf+xKeqeg+u3oPp27012Lrj30fe8zwAtqljGV+ouNX7myUr/fjk3aO7IS7qiKpKn5KffoDyWROJKm5C02RGNJvcTmMNf3ovY0pvIm1D+wrQiB2VTHvkDqQG4E6f7X7flIuyZXv7gW/SmZO+infOPaXDVIwzuiGZbPvdK2wwKzzEeM7fWkWDYuT56Fe48lnp8hpX6EXHPJBJa2uI3hfN/j9OZM7ly5kds48woedGp17/mOdvYiAFpLxUQOndzZz6wy3E/WAk6dISpNn9Jnv3jl3e4fcEXSO0jofqMtJZ+GU6GqtgWeIIbo7bx7gwA0ppjtMVmzqktiq2mhkx2L4y97LV17FCvuHz53bGeSTJ3VZ73q4L9fySrgiU3rcdnO+zzUBr3ST9eXWHvt433f4q3A6ORMyjXrqJdApIXLia4vvNXPPrJVSvTOW4c7YC//TrsztwFcLiawyf4/yRpnXoH3oPpm8H96PJELp6d4Wn/KmeZhZcoTZUVfoERdqwIXku8xPWPp5Boy0Mi9SioOG5784h9+a1Xa6xlh5i4NOHANj7j3wGJtRiOL2IAW6cjyfKLe2pa5cdsOfCA7j0h084Z8xpKFXVXa6xFhUzcuUcsi7ZyOcHNrSNLFmkge2HUny2ff/mC0nlVwDO3nKY2+KXAPBDC+wxJxMm9JikBU1bDBTced3HfPDsQA7dNoUrbxhPzhf26R25CESe3qUda2Ikl0WXgNNE/fzvzyIX+3d78LzBZN9VwAr5Mbfea1/hp5TmdLHtzIjB7TlUP5jcvUaqK7z1qo/UF7WDQOtd5zYtc1cCrfXxT90C+LhVEwHQ+43jyVkWOL0D3Hrvd271/ocrP+WfTyRjmzqWmS9PYeAzBUSyhw8e657+jmTddpf+pPdg+vYzv7+V5ae86NKWv/59/rPPseuKBT7rveIvYMro3W2zHagjqipBp1FKNpjMpGjNpGkjOkxVDNZFMCS64y4XiwZ5Tw8bH91EXmw5e7t5TzlhZfyIPUFy51QkY1dUsuFY11EwWZdsBNr3sQZ7fJIS7joJuSuam+2OpeThKdwWb08qXa408uDO2dR8ncb0W58mRRvewcacmHLmHCwHCrssfDArrqfX0lMridCkdzimq7V/rr2PTyb7rUMs7/QSLbU2kKDtuCLXeYS188YB3aVz79qfZOjO/4cioab3QGu9dozFL/uhpPfOk8iu9D439iBzDx50absnuErh46msu12rQo3+rvdg+vZ9h+Pc2vLXv2ffvZrSS/zUu++DyW24WxTraX2CqzKewmzUGFWVgLN/bxJ3/f5mTvz6NkoV+3Z0WqFB0ykQ3oFV8S7D2HN2sXdC9/dgvjS6hugfE9l//5Qu5x5LLvR6/egCe7pbRdr4T5ORcKPvzqxg6qswYQwXz/wvABapsKhmHPX/TmPgswX8bEpGL7Ruc/mJsI6OJtnoesu7GE1XL/P5FfaFAb89dyWIrlO46032Xr+/cYi9SXfTWQWLUNN7oLU+Js97mipneqp3jbFjrtNA6N0x9e5N77qM9LbwlO7QncT+rvQeyrrv73oPpm+/Zfj3bm35q3fw7t91GR0bvlFRLS7L9Ra+PmtqQ1Ul4Ij6JgxfrmfwJxoqlfZpO3cPq8cA/G6wY2OEy+OPZSzloas+6HJ89KL/81ifLjWFuE8iGVkwm+v2ncy6xmzida73g95v6Wo7URvJqx8t4NgIe6znRrPCmwUnkfqGfcXnGEO5R/sLdnxDw28nAtDw5VCStK5HuGptXRuiefpIHitaz9SoHey6OrnLC3S4oaLLNZ4wH+y6ahq67gUNPd/2NJRHUZ0Jpt77QuuzUtyvBu4Nvb+6fQUNF08Ceq73znjT+4srl7T9nPXCsxyX73ohlyu99xRV797pj769cVa7b58be9BtWX/07mgA+qJ3Tf5wAHbNn0SWwffNL3ua+1fdQlUlJBA2ieLXGsreZYQhgsufvYwHMyW7rlgAQIOthaGL9mD1cJ0lO43mRA3N1eE0phrID99HpMZ1r7vp1445CrW5Q6malEL1GIg4KGj8/T8os8SiP6xFk5bCtntTGKIv9HjfQ/RRrPrrwtY4+0ImuClXttl1DsCReoXj372GBy/+iPfvS+8wpZin9xyT1HGhlWc85UV1Pteftk91JpT0HkitjwkrdVu+1/T+wmvwAgRC7w40Y0eS58V2tj7KSfOvMeFvvv89AzFVfySEujjor3rva9++8sWF8CI4Fju5wze9d9SgN/+erY/iiy8dnbNCv/QO7nXqT3YYX54ZIWU3ghJUQh4hRAVQ7LVgz8iUUiYFyXaw7R+ttl3aV//m/dp2sO0frbZd2lf/5v3adrDth5xtUBuqKioqKioqKioqIYoao6qioqKioqKiohKSqA1VFRUVFRUVFRWVkERtqKqoqKioqKioqIQkakNVRUVFRUVFRUUlJFEbqioqKioqKioqKiGJ2lBVUVFRUVFRUVEJSdSGqoqKioqKioqKSkiiNlRVVFRUVFRUVFRCErWhqqKioqKioqKiEpL8P+FHyHZd8Mo4AAAAAElFTkSuQmCC\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -1689,12 +1783,132 @@ " nucleation_total[(nucleation_total[\"package.solver\"] == \"pyamgx\")\n", " & (nucleation_total[\"solver_class\"] == \"LinearPCGSolver\")],\n", " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", - " datafile=\"t=301.0.npz\", key=\"phi\")" + " datafile=\"t=301.0.npz\", diff_fn=extract_and_diff, key=\"phi\")" ] }, { "cell_type": "code", - "execution_count": 712, + "execution_count": 756, + "id": "9060cfa0-d6aa-4ba5-863a-99b589d8253f", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/1420086669.py:64: RuntimeWarning: divide by zero encountered in log10\n", + " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_error_matrix(nucleation_total[(nucleation_total[\"package.solver\"] == \"pyamgx\")\n", + " & (nucleation_total[\"solver_class\"] == \"LinearGMRESSolver\")],\n", + " nucleation_total[(nucleation_total[\"package.solver\"] == \"pyamgx\")\n", + " & (nucleation_total[\"solver_class\"] == \"LinearGMRESSolver\")],\n", + " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", + " datafile=\"t=301.0.npz\", diff_fn=extract_and_diff, key=\"phi\")" + ] + }, + { + "cell_type": "code", + "execution_count": 757, + "id": "34b3780f-89c6-4135-8dd0-9a17228f3a49", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/1420086669.py:64: RuntimeWarning: divide by zero encountered in log10\n", + " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_error_matrix(nucleation_total[(nucleation_total[\"package.solver\"] == \"pyamgx\")\n", + " & (nucleation_total[\"solver_class\"] == \"LinearPCGSolver\")],\n", + " nucleation_total[(nucleation_total[\"package.solver\"] == \"pyamgx\")\n", + " & (nucleation_total[\"solver_class\"] == \"LinearPCGSolver\")],\n", + " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", + " datafile=\"t=301.0.npz\", diff_fn=extract_and_diff, key=\"phi\")" + ] + }, + { + "cell_type": "code", + "execution_count": 748, + "id": "4fd74c91-c197-418d-b24d-d18c459151dd", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_error_matrix(nucleation_total[(nucleation_total[\"package.solver\"] == \"petsc\")\n", + " & (nucleation_total[\"solver_class\"] == \"LinearGMRESSolver\")],\n", + " nucleation_total[(nucleation_total[\"package.solver\"] == \"pyamgx\")\n", + " & (nucleation_total[\"solver_class\"] == \"LinearPCGSolver\")],\n", + " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", + " datafile=\"t=301.0.npz\", diff_fn=value1, key=\"phi\", logvalue=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 749, + "id": "d65c3eed-e378-4fae-91e4-5108eb836d16", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_error_matrix(nucleation_total[(nucleation_total[\"package.solver\"] == \"petsc\")\n", + " & (nucleation_total[\"solver_class\"] == \"LinearGMRESSolver\")],\n", + " nucleation_total[(nucleation_total[\"package.solver\"] == \"pyamgx\")\n", + " & (nucleation_total[\"solver_class\"] == \"LinearPCGSolver\")],\n", + " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", + " datafile=\"t=301.0.npz\", diff_fn=value2, key=\"phi\", logvalue=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 752, "id": "ec99f16c-7e03-4b3a-afe7-91941adb60a6", "metadata": {}, "outputs": [ @@ -1702,13 +1916,13 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/2095173719.py:64: RuntimeWarning: divide by zero encountered in log10\n", + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/1420086669.py:64: RuntimeWarning: divide by zero encountered in log10\n", " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" ] }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -1723,12 +1937,12 @@ " nucleation_total[(nucleation_total[\"package.solver\"] == \"scipy\")\n", " & (nucleation_total[\"numberOfElements\"] == 10**6)],\n", " by=[\"package.solver\", \"solver_class\", \"preconditioner\"],\n", - " datafile=\"t=301.0.npz\", key=\"phi\")" + " datafile=\"t=301.0.npz\", diff_fn=extract_and_diff, key=\"phi\")" ] }, { "cell_type": "code", - "execution_count": 723, + "execution_count": 753, "id": "85b2400c-5487-441f-a504-d3d11d21054d", "metadata": {}, "outputs": [ @@ -1736,13 +1950,13 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/3228025078.py:64: RuntimeWarning: divide by zero encountered in log10\n", + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/1420086669.py:64: RuntimeWarning: divide by zero encountered in log10\n", " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" ] }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -1757,6 +1971,7 @@ " nucleation_total[(nucleation_total[\"package.solver\"] == \"pyamgx\")\n", " & (nucleation_total[\"numberOfElements\"] == 10**6)],\n", " by=[\"package.solver\", \"solver_class\", \"preconditioner\"],\n", + " diff_fn=extract_and_diff,\n", " datafile=\"t=301.0.npz\", key=\"phi\")" ] }, From 9c0fbced21857d532891222a8e3e1190e88578be Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 10 Aug 2022 10:00:02 -0400 Subject: [PATCH 154/303] Reorganize and remove cruft --- examples/benchmarking/solvers/Analyze.ipynb | 393 +++++++------------- 1 file changed, 137 insertions(+), 256 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index 196c4db4e6..ac50187ef2 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -48,6 +48,14 @@ "### I/O" ] }, + { + "cell_type": "markdown", + "id": "5cec649e-6bc2-44ed-a0ef-2d99903292b7", + "metadata": {}, + "source": [ + "#### logs" + ] + }, { "cell_type": "code", "execution_count": 406, @@ -149,34 +157,76 @@ }, { "cell_type": "markdown", - "id": "30e09e3f-d5b2-4796-9d8c-e3c2f17d0ce3", + "id": "2317c5d4-e712-47f5-9a74-7ae40b9a5b78", "metadata": {}, "source": [ - "### miscellaneous" + "#### data files" ] }, { "cell_type": "code", - "execution_count": 39, - "id": "765224ed-f4dc-4baa-8737-e29d02e4a0ce", + "execution_count": 772, + "id": "c0ae7091-11a1-4808-a925-b542cb1f3b77", "metadata": {}, "outputs": [], "source": [ - "def is_converged(paths, df):\n", - " converged = {}\n", - " for path in paths:\n", - " suite, solver, preconditioner, numberOfElements = path.split('/')[-5:-1]\n", - " if preconditioner == \"NoneType\":\n", - " preconditioner = \"unpreconditioned\"\n", - " status = df[(df['package.solver'] == suite)\n", - " & (df['solver_class'] == solver)\n", - " & (df['preconditioner'] == preconditioner)\n", - " & (df['numberOfElements'] == int(numberOfElements))\n", - " & (df['state'] == \"SWEEP\")].iloc[-1]['status_name']\n", + "def read_tsv(tsv):\n", + " x, y, v = np.loadtxt(tsv, skiprows=1, unpack=True)\n", + " N = int(np.sqrt(len(x)))\n", + " return [field.reshape((N,N)) for field in (x, y, v)] + [N]\n", + "\n", + "def read_npz(npz):\n", + " data = np.load(npz)\n", + " return data[\"x\"], data[\"y\"], data[\"value\"], data[\"value\"].shape[0]\n", + "\n", + "def tsv2npz(tsv):\n", + " x, y, v, N = read_tsv(tsv)\n", + " np.savez(os.path.splitext(tsv)[0], x=x, y=y, value=v)" + ] + }, + { + "cell_type": "code", + "execution_count": 774, + "id": "8ee89f97-3454-40cf-90ba-2d9928ada440", + "metadata": {}, + "outputs": [], + "source": [ + "def load_field(record, fname, key):\n", + " \"\"\"Load and intorpolate `path2` to resolution of `path1`\n", + " \n", + " Parameters\n", + " ----------\n", + " record : pd.Series\n", + " Pandas Series with information about particular results to load.\n", + " fname : str\n", + " Name of `.npz` file containing x-coordinates, y-coordinates, and values\n", + " to load from directory hierarchy determined by \"logfile\",\n", + " \"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"\n", + " fields in `record`.\n", + " key : str\n", + " Designation of the field of interest\n", + "\n", + " Returns\n", + " -------\n", + " field : ndarray\n", + " 2D array of values.\n", + " \"\"\"\n", + " preconditioner = record[\"preconditioner\"]\n", + " if preconditioner == \"unpreconditioned\":\n", + " preconditioner = \"NoneType\"\n", + "\n", + " path = os.path.join(os.path.dirname(record[\"logfile\"]),\n", + " record[\"package.solver\"], record[\"solver_class\"],\n", + " preconditioner, str(record[\"numberOfElements\"]),\n", + " fname)\n", "\n", - " converged[path] = status in [\"KSP_CONVERGED_RTOL\", \"SCIPY_SUCCESS\"]\n", + " try:\n", + " with np.load(path) as data:\n", + " field = data[key]\n", + " except:\n", + " field = None\n", "\n", - " return converged" + " return field" ] }, { @@ -284,31 +334,11 @@ }, { "cell_type": "code", - "execution_count": 746, + "execution_count": 775, "id": "127d4d58-bf4b-4623-96c4-efc95b9c1518", "metadata": {}, "outputs": [], "source": [ - "def sort_directories_numerically(paths):\n", - " splitted = [s.split('/') for s in paths]\n", - " splitted = [s[:-2] + [int(s[-2]), s[-1]] for s in splitted]\n", - " splitted.sort()\n", - " splitted = [s[:-2] + [str(s[-2]), s[-1]] for s in splitted]\n", - " return ['/'.join(s) for s in splitted]\n", - "\n", - "def read_tsv(tsv):\n", - " x, y, v = np.loadtxt(tsv, skiprows=1, unpack=True)\n", - " N = int(np.sqrt(len(x)))\n", - " return [field.reshape((N,N)) for field in (x, y, v)] + [N]\n", - "\n", - "def read_npz(npz):\n", - " data = np.load(npz)\n", - " return data[\"x\"], data[\"y\"], data[\"value\"], data[\"value\"].shape[0]\n", - "\n", - "def tsv2npz(tsv):\n", - " x, y, v, N = read_tsv(tsv)\n", - " np.savez(os.path.splitext(tsv)[0], x=x, y=y, value=v)\n", - "\n", "def compare(coarse, fine):\n", " # \"gpu/pyamgx/LinearGMRESSolver/10000/solution.tsv\"\n", " x_coarse, y_coarse, v_coarse, N_coarse = read_tsv(coarse)\n", @@ -443,43 +473,7 @@ " else:\n", " diff = v2\n", " \n", - " return diff\n" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "11cd5975-ecdf-4e71-b257-c40684430a50", - "metadata": {}, - "outputs": [], - "source": [ - "def count_path_components(paths, skip=0):\n", - " label_counts = []\n", - " split_paths = [path.split('/') for path in paths]\n", - " # walk backwards through path components and collect common entries\n", - " for i in range(skip,len(paths[0].split('/'))):\n", - " labels = [path[-(i+1)] for path in split_paths]\n", - " label_counts.append(collections.Counter(labels))\n", - "\n", - " return label_counts\n", - "\n", - "def squeeze_runs_of_one(label_counts):\n", - " previous_len = -1\n", - " squeezed_labels = []\n", - " for level in label_counts:\n", - " if len(level) == 1:\n", - " # all paths have the same value at this level\n", - " if previous_len == 1:\n", - " # prepend the cache with the new label\n", - " key_prev, num_prev = squeezed_labels.pop().most_common()[0]\n", - " key_new, num_new = level.most_common()[0]\n", - " level = [f\"{key_new} - {key_prev}\"] * num_prev\n", - " level = collections.Counter(level)\n", - "\n", - " previous_len = len(level)\n", - " squeezed_labels.append(level)\n", - "\n", - " return squeezed_labels" + " return diff" ] }, { @@ -566,48 +560,11 @@ }, { "cell_type": "code", - "execution_count": 747, + "execution_count": 773, "id": "3f451a5f-b6b9-4a9a-80b8-f00767aa1922", "metadata": {}, "outputs": [], "source": [ - "def load_field(record, fname, key):\n", - " \"\"\"Load and intorpolate `path2` to resolution of `path1`\n", - " \n", - " Parameters\n", - " ----------\n", - " record : pd.Series\n", - " Pandas Series with information about particular results to load.\n", - " fname : str\n", - " Name of `.npz` file containing x-coordinates, y-coordinates, and values\n", - " to load from directory hierarchy determined by \"logfile\",\n", - " \"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"\n", - " fields in `record`.\n", - " key : str\n", - " Designation of the field of interest\n", - "\n", - " Returns\n", - " -------\n", - " field : ndarray\n", - " 2D array of values.\n", - " \"\"\"\n", - " preconditioner = record[\"preconditioner\"]\n", - " if preconditioner == \"unpreconditioned\":\n", - " preconditioner = \"NoneType\"\n", - "\n", - " path = os.path.join(os.path.dirname(record[\"logfile\"]),\n", - " record[\"package.solver\"], record[\"solver_class\"],\n", - " preconditioner, str(record[\"numberOfElements\"]),\n", - " fname)\n", - "\n", - " try:\n", - " with np.load(path) as data:\n", - " field = data[key]\n", - " except:\n", - " field = None\n", - "\n", - " return field\n", - "\n", "def plot_error_matrix(dfA, dfB, by, datafile, diff_fn=scale_and_diff, key=\"value\", logvalue=True):\n", " groupsA = dfA.groupby(by)\n", " groupsB = dfB.groupby(by)\n", @@ -645,87 +602,6 @@ " label_multiindex(convergedB, axs[:, 0], horizontal=False)" ] }, - { - "cell_type": "code", - "execution_count": 684, - "id": "06f122ad-31e3-4938-8fcf-8df682c73e57", - "metadata": {}, - "outputs": [], - "source": [ - "def plot_error_matrix_OLD(patternA, patternB, df, key=\"value\"):\n", - " pathsA = glob.glob(patternA)\n", - " pathsB = glob.glob(patternB)\n", - "\n", - " pathsA = sort_directories_numerically(pathsA)\n", - " pathsB = sort_directories_numerically(pathsB)\n", - "\n", - " NA = len(pathsA)\n", - " NB = len(pathsB)\n", - "\n", - " convergedA = is_converged(pathsA, df)\n", - " convergedB = is_converged(pathsB, df)\n", - "\n", - " fig, axs = plt.subplots(nrows=NB, ncols=NA, figsize=(10, 10 * NB / NA))\n", - " plt.setp(axs.flat, xticks=[], yticks=[])\n", - "\n", - " converged_cmap = mpl.cm.get_cmap('viridis').copy()\n", - " converged_cmap.set_bad(color='black')\n", - "\n", - " diverged_cmap = mpl.cm.get_cmap('inferno').copy()\n", - " diverged_cmap.set_bad(color='black')\n", - "\n", - " for col, pathA in zip(axs.T, pathsA[:NA]):\n", - " for ax, pathB in zip(col, pathsB[:NB]):\n", - " diff, norm, N1, N2 = get_diff(pathA, pathB, key)\n", - " \n", - " if convergedA[pathA] & convergedB[pathB]:\n", - " cmap = converged_cmap\n", - " else:\n", - " cmap = diverged_cmap\n", - " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n", - "\n", - " for ax, pathA in zip(axs[0], pathsA):\n", - " segments = pathA.split('/')\n", - " if convergedA[pathA]:\n", - " color = \"black\"\n", - " else:\n", - " color = \"red\"\n", - " ax.set_title('{0}x{0}'.format(int(np.sqrt(float(segments[-2])))), size=8,\n", - " rotation=90, fontdict={'color': color})\n", - " for ax, pathB in zip(axs[:, 0], pathsB):\n", - " segments = pathB.split('/')\n", - " if convergedB[pathB]:\n", - " color = \"black\"\n", - " else:\n", - " color = \"red\"\n", - " ax.set_ylabel('{0}x{0}'.format(int(np.sqrt(float(segments[-2])))), size=8,\n", - " ha=\"right\", va='center', rotation=0, fontdict={'color': color})\n", - "\n", - " label_counts = squeeze_runs_of_one(count_path_components(pathsA, skip=2))\n", - " for i, level in enumerate(label_counts):\n", - " offset = 0\n", - " for label, count in level.items():\n", - " idx = offset + count // 2\n", - " if label == \"NoneType\":\n", - " label = \"unpreconditioned\"\n", - " axs[0, idx].annotate(label, (0.5, 1), xytext=(0, 60 + 20 * i),\n", - " textcoords='offset points', xycoords='axes fraction',\n", - " ha='center', va='center', size=8)\n", - " offset += count\n", - "\n", - " label_counts = squeeze_runs_of_one(count_path_components(pathsB, skip=2))\n", - " for i, level in enumerate(label_counts):\n", - " offset = 0\n", - " for label, count in level.items():\n", - " idx = offset + count // 2\n", - " if label == \"NoneType\":\n", - " label = \"unpreconditioned\"\n", - " axs[idx, 0].annotate(label, (0.5, 1), xytext=(-(70 + 20 * i), 0),\n", - " textcoords='offset points', xycoords='axes fraction',\n", - " ha='center', va='center', size=8, rotation=90)\n", - " offset += count" - ] - }, { "cell_type": "markdown", "id": "5f49bb32-7bf5-4569-9070-b239105b88e8", @@ -1085,7 +961,7 @@ }, { "cell_type": "code", - "execution_count": 382, + "execution_count": 764, "id": "f1b0161f-ba1b-45b4-a33c-a0312404e8e1", "metadata": { "tags": [] @@ -1102,7 +978,7 @@ }, { "cell_type": "code", - "execution_count": 383, + "execution_count": 765, "id": "4aa3c701-f191-45d5-ad9f-d78f3e66592b", "metadata": {}, "outputs": [ @@ -1990,10 +1866,6 @@ "execution_count": 57, "id": "12e22ba6-ef3c-4f7c-a4bb-e7ae39a6742d", "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, "tags": [] }, "outputs": [ @@ -2197,49 +2069,56 @@ }, { "cell_type": "code", - "execution_count": 42, - "id": "60ad8055-f0aa-4376-bdb6-2f46d63e1f26", + "execution_count": 771, + "id": "cb388277-e624-4e37-a806-574f89e9735b", "metadata": {}, "outputs": [ { - "ename": "ValueError", - "evalue": "too many values to unpack (expected 6)", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", - "Input \u001b[0;32mIn [42]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43mplot_error_matrix\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m../../../../solvers_and_timings/harmonic/petsc/LinearPCGSolver/*/*/solution.npz\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m 2\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m../../../../solvers_and_timings/harmonic_right/scipy/LinearPCGSolver/*/*/solution.npz\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m 3\u001b[0m \u001b[43m \u001b[49m\u001b[43mharmonic\u001b[49m\u001b[43m)\u001b[49m\n", - "Input \u001b[0;32mIn [7]\u001b[0m, in \u001b[0;36mplot_error_matrix\u001b[0;34m(patternA, patternB, df)\u001b[0m\n\u001b[1;32m 8\u001b[0m NA \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mlen\u001b[39m(pathsA)\n\u001b[1;32m 9\u001b[0m NB \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mlen\u001b[39m(pathsB)\n\u001b[0;32m---> 11\u001b[0m convergedA \u001b[38;5;241m=\u001b[39m \u001b[43mis_converged\u001b[49m\u001b[43m(\u001b[49m\u001b[43mpathsA\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdf\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 12\u001b[0m convergedB \u001b[38;5;241m=\u001b[39m is_converged(pathsB, df)\n\u001b[1;32m 14\u001b[0m fig, axs \u001b[38;5;241m=\u001b[39m plt\u001b[38;5;241m.\u001b[39msubplots(nrows\u001b[38;5;241m=\u001b[39mNB, ncols\u001b[38;5;241m=\u001b[39mNA, figsize\u001b[38;5;241m=\u001b[39m(\u001b[38;5;241m10\u001b[39m, \u001b[38;5;241m10\u001b[39m \u001b[38;5;241m*\u001b[39m NB \u001b[38;5;241m/\u001b[39m NA))\n", - "Input \u001b[0;32mIn [6]\u001b[0m, in \u001b[0;36mis_converged\u001b[0;34m(paths, df)\u001b[0m\n\u001b[1;32m 2\u001b[0m converged \u001b[38;5;241m=\u001b[39m {}\n\u001b[1;32m 3\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m path \u001b[38;5;129;01min\u001b[39;00m paths:\n\u001b[0;32m----> 4\u001b[0m _, suite, solver, preconditioner, numberOfElements, _ \u001b[38;5;241m=\u001b[39m path\u001b[38;5;241m.\u001b[39msplit(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m/\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 5\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m preconditioner \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mNoneType\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n\u001b[1;32m 6\u001b[0m preconditioner \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124munpreconditioned\u001b[39m\u001b[38;5;124m\"\u001b[39m\n", - "\u001b[0;31mValueError\u001b[0m: too many values to unpack (expected 6)" + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/1420086669.py:64: RuntimeWarning: divide by zero encountered in log10\n", + " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "plot_error_matrix(\"../../../../solvers_and_timings/harmonic/petsc/LinearPCGSolver/*/*/solution.npz\",\n", - " \"../../../../solvers_and_timings/harmonic_right/scipy/LinearPCGSolver/*/*/solution.npz\",\n", - " harmonic)" + "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")],\n", + " linux_total[(linux_total[\"package.solver\"] == \"petsc\")],\n", + " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", + " diff_fn=scale_and_diff,\n", + " datafile=\"solution.npz\", key=\"value\")" ] }, { "cell_type": "code", - "execution_count": 352, - "id": "56135153-0274-4177-bf25-8b2577d10aa4", + "execution_count": 771, + "id": "16a650f0", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_69873/2078872991.py:31: RuntimeWarning: divide by zero encountered in log10\n", + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/1420086669.py:64: RuntimeWarning: divide by zero encountered in log10\n", " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" ] }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -2247,32 +2126,32 @@ } ], "source": [ - "plot_error_matrix(\"linux/petsc/LinearPCGSolver/*/*/solution.npz\",\n", - " \"linux/scipy/LinearPCGSolver/*/*/solution.npz\",\n", - " linux)" + "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")],\n", + " linux_total[(linux_total[\"package.solver\"] == \"petsc\")],\n", + " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", + " diff_fn=scale_and_diff,\n", + " datafile=\"solution.npz\", key=\"value\")" ] }, { "cell_type": "code", - "execution_count": 358, - "id": "67cb02fc-b8a4-46c3-84c0-849b4aca2d33", - "metadata": { - "tags": [] - }, + "execution_count": 771, + "id": "f5c5c5cb", + "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_69873/2078872991.py:31: RuntimeWarning: divide by zero encountered in log10\n", + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/1420086669.py:64: RuntimeWarning: divide by zero encountered in log10\n", " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" ] }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -2280,32 +2159,32 @@ } ], "source": [ - "plot_error_matrix(\"linux/petsc/LinearPCGSolver/*/*/solution.npz\",\n", - " \"linux/petsc/LinearGMRESSolver/*/*/solution.npz\",\n", - " linux)" + "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")],\n", + " linux_total[(linux_total[\"package.solver\"] == \"petsc\")],\n", + " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", + " diff_fn=scale_and_diff,\n", + " datafile=\"solution.npz\", key=\"value\")" ] }, { "cell_type": "code", - "execution_count": 359, - "id": "d987af97-1e43-4c03-a0ed-cc6c1281d683", - "metadata": { - "tags": [] - }, + "execution_count": 771, + "id": "665bf9c1", + "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_69873/2078872991.py:31: RuntimeWarning: divide by zero encountered in log10\n", + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/1420086669.py:64: RuntimeWarning: divide by zero encountered in log10\n", " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" ] }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -2313,32 +2192,32 @@ } ], "source": [ - "plot_error_matrix(\"linux/petsc/LinearPCGSolver/*/*/solution.npz\",\n", - " \"linux/petsc/LinearLUSolver/*/*/solution.npz\",\n", - " linux)" + "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")],\n", + " linux_total[(linux_total[\"package.solver\"] == \"petsc\")],\n", + " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", + " diff_fn=scale_and_diff,\n", + " datafile=\"solution.npz\", key=\"value\")" ] }, { "cell_type": "code", - "execution_count": 360, - "id": "b089f549-70df-4823-91d1-e86b69138b63", - "metadata": { - "tags": [] - }, + "execution_count": 771, + "id": "d140cc72", + "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_69873/2078872991.py:31: RuntimeWarning: divide by zero encountered in log10\n", + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/1420086669.py:64: RuntimeWarning: divide by zero encountered in log10\n", " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" ] }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -2346,9 +2225,11 @@ } ], "source": [ - "plot_error_matrix(\"linux/petsc/LinearPCGSolver/*/*/solution.npz\",\n", - " \"linux/petsc/LinearCGSSolver/*/*/solution.npz\",\n", - " linux)" + "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")],\n", + " linux_total[(linux_total[\"package.solver\"] == \"petsc\")],\n", + " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", + " diff_fn=scale_and_diff,\n", + " datafile=\"solution.npz\", key=\"value\")" ] }, { From 896b6e4b1253c3cf59d24b26cc15b1a4f22fbcb5 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 10 Aug 2022 10:36:03 -0400 Subject: [PATCH 155/303] Fix nested label alignment --- examples/benchmarking/solvers/Analyze.ipynb | 84 ++++++++++++--------- 1 file changed, 47 insertions(+), 37 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index ac50187ef2..a97404896a 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -478,7 +478,7 @@ }, { "cell_type": "code", - "execution_count": 690, + "execution_count": 784, "id": "86bac0de-b7ca-4454-85be-33a74b0d5ba5", "metadata": {}, "outputs": [], @@ -522,7 +522,7 @@ " for label in labels:\n", " labeldf = df.loc[label]\n", " level, num, prev_baseline = label_multiindex(labeldf, axs,\n", - " horizontal=horizontal, offset=count,\n", + " horizontal=horizontal, offset=offset + count,\n", " baseline=baseline)\n", " \n", " if name == \"numberOfElements\":\n", @@ -560,7 +560,7 @@ }, { "cell_type": "code", - "execution_count": 773, + "execution_count": 786, "id": "3f451a5f-b6b9-4a9a-80b8-f00767aa1922", "metadata": {}, "outputs": [], @@ -2069,7 +2069,7 @@ }, { "cell_type": "code", - "execution_count": 771, + "execution_count": 787, "id": "cb388277-e624-4e37-a806-574f89e9735b", "metadata": {}, "outputs": [ @@ -2077,15 +2077,15 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/1420086669.py:64: RuntimeWarning: divide by zero encountered in log10\n", + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/2043696119.py:27: RuntimeWarning: divide by zero encountered in log10\n", " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" ] }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -2093,8 +2093,10 @@ } ], "source": [ - "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")],\n", - " linux_total[(linux_total[\"package.solver\"] == \"petsc\")],\n", + "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", + " & (linux_total[\"solver_class\"].isin([\"LinearCGSSolver\", \"LinearGMRESSolver\"]))],\n", + " linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", + " & (linux_total[\"solver_class\"].isin([\"LinearCGSSolver\", \"LinearGMRESSolver\"]))],\n", " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", " diff_fn=scale_and_diff,\n", " datafile=\"solution.npz\", key=\"value\")" @@ -2102,23 +2104,23 @@ }, { "cell_type": "code", - "execution_count": 771, - "id": "16a650f0", + "execution_count": 787, + "id": "600bb596", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/1420086669.py:64: RuntimeWarning: divide by zero encountered in log10\n", + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/2043696119.py:27: RuntimeWarning: divide by zero encountered in log10\n", " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" ] }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -2126,8 +2128,10 @@ } ], "source": [ - "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")],\n", - " linux_total[(linux_total[\"package.solver\"] == \"petsc\")],\n", + "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", + " & (linux_total[\"solver_class\"].isin([\"LinearCGSSolver\", \"LinearGMRESSolver\"]))],\n", + " linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", + " & (linux_total[\"solver_class\"].isin([\"LinearCGSSolver\", \"LinearGMRESSolver\"]))],\n", " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", " diff_fn=scale_and_diff,\n", " datafile=\"solution.npz\", key=\"value\")" @@ -2135,23 +2139,23 @@ }, { "cell_type": "code", - "execution_count": 771, - "id": "f5c5c5cb", + "execution_count": 787, + "id": "87425a33", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/1420086669.py:64: RuntimeWarning: divide by zero encountered in log10\n", + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/2043696119.py:27: RuntimeWarning: divide by zero encountered in log10\n", " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" ] }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -2159,8 +2163,10 @@ } ], "source": [ - "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")],\n", - " linux_total[(linux_total[\"package.solver\"] == \"petsc\")],\n", + "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", + " & (linux_total[\"solver_class\"].isin([\"LinearCGSSolver\", \"LinearGMRESSolver\"]))],\n", + " linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", + " & (linux_total[\"solver_class\"].isin([\"LinearCGSSolver\", \"LinearGMRESSolver\"]))],\n", " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", " diff_fn=scale_and_diff,\n", " datafile=\"solution.npz\", key=\"value\")" @@ -2168,23 +2174,23 @@ }, { "cell_type": "code", - "execution_count": 771, - "id": "665bf9c1", + "execution_count": 787, + "id": "d4e935b6", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/1420086669.py:64: RuntimeWarning: divide by zero encountered in log10\n", + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/2043696119.py:27: RuntimeWarning: divide by zero encountered in log10\n", " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" ] }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -2192,8 +2198,10 @@ } ], "source": [ - "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")],\n", - " linux_total[(linux_total[\"package.solver\"] == \"petsc\")],\n", + "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", + " & (linux_total[\"solver_class\"].isin([\"LinearCGSSolver\", \"LinearGMRESSolver\"]))],\n", + " linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", + " & (linux_total[\"solver_class\"].isin([\"LinearCGSSolver\", \"LinearGMRESSolver\"]))],\n", " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", " diff_fn=scale_and_diff,\n", " datafile=\"solution.npz\", key=\"value\")" @@ -2201,23 +2209,23 @@ }, { "cell_type": "code", - "execution_count": 771, - "id": "d140cc72", + "execution_count": 787, + "id": "6ff55960", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/1420086669.py:64: RuntimeWarning: divide by zero encountered in log10\n", + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/2043696119.py:27: RuntimeWarning: divide by zero encountered in log10\n", " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" ] }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAsMAAAK1CAYAAAAt9+OeAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOydd5hU1fnHP9+Z2QZLL4oKUgQsKIi9I6JRY409xhpjNCYa00xiEo2JSYwaf0k0xRi7iYpdNBZQsKNSpSggRZr0BbbvzLy/P84ZGIbZwu6yy+6ez/PcZ+4995xz3/eed+5958w575GZEQgEAoFAIBAItEUizS1AIBAIBAKBQCDQXARnOBAIBAKBQCDQZgnOcCAQCAQCgUCgzRKc4UAgEAgEAoFAmyU4w4FAIBAIBAKBNktwhgOBQCAQCAQCbZbgDAcCgUCgfkiXIu3S3GIEAoFAQwjOcCAQCATqy6VAcIYDgUCLJjjDgUAgEHBIfZE+RXoIaTrSU0jtkA5AmoA0CelVpF5IZwMHAo8hTUUqQPoD0ixf9g5f505IzyJN89vhzapjIBAIZKCwAl0gEAgEAOcMwwLgSMzeRbofmA2cCZyO2Sqk84CvYHY50njgR5h9jNQVeB/YEzND6oxZEdITwPuY/R9SFCjEbH2z6BcIBAJZiDW3AIFAIBDYoViM2bt+/1Hg58AQ4HUkgCiwPEu5DUA5cB/SS8AYnz4SuBgAswQQHOFAILBDEZzhQCAQCKST+XfhRmAmZofVXMriSAcDxwHnA9/FOcKBQCCwQxPGDAcCgUAgnT5IKcf3AuADoMemNCkHaR9/fiPQwacXAp0wexn4PjDM5xkHXO3zRJE6bncNAoFAYBsIznAgEAgE0pkNXII0HegK/BU4G7gNaRowFUhNgnsQ+AfSVJxTPMaXmwBc7/NcBxyL9AkwCUg50oFAILBDECbQBQKBQMDhJtCNwWxIc4sSCAQCTUXoGQ4EAoFAIBAItFlCz3AgEAgEAoFAoM0SeoYDgUAgEAgEAm2W4AwHAoFAIBAIBNoswRkOBAKBQCAQCLRZgjMcCAQCgUAgEGizBGc4EAgEAoFAINBmCc5wIBAIBAKBQKDNEpzhQCAQCAQCgUCbJTjDgUAgEAgEAoE2S3CGA4FAIBAIBAJtluAMB+qGVJwl7Sqki5vg2oVI/0T6HGkm0ltIh/hzOyH9B2k+0iSk95HO9OfaIT2G9AnSDKR3kAr9uRt9XdORpm6qr3oZxiMduH0V3YFo/vb+u2/vKb5dv+XP9UUypN+k5e+OVIV0tz++GWmpb9dZSBek5X0QaYE/NxXpPZ++E9IYpGm+zMs+PYL0F28/nyB9hNSvFvkXInVv1HvSxlAW+5N0lZrA/iQtVEb7Zcoj6VJ5e5M0WNJ4SVMlzZZ0by31j5A0pvElD2yieZ9fC/2zYhrSa0g7+/TGf49VL8PW+gdqJNbcAgRaMGb/2K71SwIE3AcsAAZilkTqD+zlzz8HPITZ132Z3YHTfA3XASsw29efGwxUIR0GnAIMx6zCOy6521WXzTpFMUs0ybUam6Zt7/lsbu8ewOVpOefj2u+X/vgcYGZGbXdhdgfSQGAS0lOYVflzP8bsqYz8twCvY/ZnL8t+Pv08YBdgPy/LbkBJQ1WtldS9MEtu92u1EGw7258229+28hfgLjN73tezb6MKVg2SYmYWb4prtQqa7vkFcCxmq5F+B/wcuJbGfo9tb1ryu6oehJ7hQP1xPXA/8vvjkW5D+hBpDtJRPj2KdLvvUZuO9G2fXog0Dmmy/8V7uk/vizQb6W/AZOAo4BDgF5scA7P5mL0EjAQqt3jImS3C7K/+qBewNO3cZ5hV+PTVfh/MVmO2zF//ON8b+QnS/Uh5GTpfjfTHtONLkf7q97/h9Z/qewCiPr0Y6RakicBh9b3dzU7TtffBbNneqzC7LU2SMmA2m3vqzwOezCqz2VygFOhSi3a9gCVp5aanpS9Pk2UJZuu87Bek9dbcRibu/nwn4/790O//OO0e/bqae9G7FpnbFJJulrc/3xN7m6QPJc2Rtz9JUUm3S/pI0nR5+5NUKGmcpMmSPpG3P0l9fW9uQ+75FrZjZp/4uvMlPeCvN0XSsRn6RHwvdOe0tHmSdpLUQ9LTXo+PJB2Rdg/ulfQa8HA9ZG27NM3zK9N+3gL2QBpA47/HQPqBf/7MQPp+Fp2fQDo57fhBpLNq0HME0ptI/wE+2Zbb29IJznCgMYlhdjDwfeAmn/ZNYD1mBwEHAd/C/c1cDpyJ2XDgWOBO3C9kgMHAw5jtD3QCplbzC3Uf3AOoOu4HbsD95fRbXC8hwGtAb/8Q/BvSMQBI+cCDwHn+V3gMuDqjzqeAr6Udnwc8gbSX3z8Cs2FAArjQ52kPzMDsEMzeqUHelsb2au9pdegRfRw4H9dTmwCWZc0lDQfmYrYyLfV2Ng+TeMyn3QP8278IbkTaxac/CZzq896JtL+vdxfgNtyLbBhwENIZWWQ8L+34XGA00gnAQJzTPww4AOnore6F2aJa7kFbJ2bV2J+l2Z/S7M/S7E8Z9mdm+1v97vldwBuS/ifp+jTn9hoAc8+SC4CH5J4x+PQk8DxwJoDcX+YLzWwF8Gdcb/NBwFm4XsUUBwCnW6oXMVBfGv/5tbX9nIJzKvehsd9j0gHAZTgn+1Av6/4ZZTc/g6Rc4Djg5Rr0BPdcuhGzvWuQqdURnOFAY/KM/5wE9PX7JwAXI00FJgLdcI6AgN8hTQfGArsCO/kyizD7YJuvLt2DG6f1EQBmU4H+wO1AV+AjpL0wK8a9UK4EVuGc2UtxD7UFmM3xNT4EHL3FNcxWAfORDkXq5su8i3vIHOCvMdUf9/elEsDT26zPjs/2b2/nmE5FynR2XwGOxzkZT2QpeT3SZ16GmzPO/RizYX5zP1jMXsW117+APYEpSD0wW4Jr458BSWAc0nG4F8h432sdBx5ja1uZAvRE2gVpKLAOsy/8PToBmIJ7Ce7p71HN9yKQSbX2p2rsT9XYn9XvnhuAmT0A7AWMBkYAH8j9o3Qk8IjP8ymwCBiUUccTbP7BdD6bbXkUcLfX4wWgo6QO/twLZlZWD3kDW7I9n19v+jo6Ar/fJqnq+h5z9vUsZiX+nfYM7p+1dP4HjMTZ40nAWzjbqU5PgA8xW7BNMrcCwpjhQGNS4T8TbLYtAd/zzsZmnPPZAzgAsyqkhUCq1yR9TOZMYChSJEtv4Uxcr4nD7Brc+N+P09JSD4lnkJLAycBs/wt9PDAe6RPgEmBqHfV8AtfL9ynuYWS+l+AhzH6WJX95Kx17tT3aexbp7W12K3ArmRNCzCqRJgE/xPWsnJohW2rM8NeAh5EGYFZeozZma4H/AP/BTXA6Gnja/yX5P+B/SCuAM4BxNda1maeAs4Gdcb004O7R7zH75xY5pb40xXjk1kO19mcZ9qc0+zOzKlVvf9VRJinXzCr9cVdgdeqkuWFW9wP3S5oBDKFu44/fB/aQGxd/BvBbnx4BDst0en1nZLCRxmF7PL9SuDHDm8tvj/dY7e8Us3Kk8cBXcD+6/luLniOq0afVE3qGA9ubV4GrkXIAkAYhtcf9Hb7SP1iOBXbPWtrsc9xD4deb/paSBvoxW28A+UjpQxnabdqTjkDq4vdzgb2BRUiD04ZMgPurehHOue2LtIdPvwiYkEWqZ3AvrvReyXHA2Ug9/fW64iZBtDUa2t7zcO39WzaPuc4nu2NxJ3ADZmuqlcbsGV/fJTVKLY1Eauf3OwADgC+Qhm8aMiFFgP1wtjIROAYXySKKs4VstuKGcziHODVp71XgcjZHNtl1k90EGsqrwNXy9idpkNLszzvC1dtf9UwAvuHrLMD9GH7TH5+Ydr2dcb1sS3HjRS9MyQH0AT5Lr9TMDHgW+BMw2zbb8mvAd1P5JA3bRnkD9aNhz6/q2B7vMWdfZ+CiTbTHDbd5O8vVH8cNpzjK61eTnm2W0DMcqCvtkJakHf+pjuXuw/0FNdk/BFbhHMnHgBeRPsb1yH5aQx1X4ByfeUilwBrcX92GG6d5F9JPfN0lwA2+3ADg7/66EeAl3HCF4cBfcWP74sA84Er/K/oy3LjOGPARsPUMZLN1SLOAvTH70KfNQvoF8Jp3mqpwYwZb6rjP5m7v23HtvRY3Ye6GrXKZzWTrKBLZuAXX2/svf3y7b6sUB+OGuNyNFMfZyn2YfYR0IvAvNk+k/BC429vKz3AOkYCX8dEEtpLROddLMVvu017zf3O+j3svFuMcrdb470F9aacG2p+y2J/qZn8A0+V64MCNG78O+Keka3Ht/bCZveXPnwD8WVLqn4cfm9mXflLeP+T+eYoDl5pZxeahppt4AvesuTQt7VrgHj+sI4ZzfK6q0x0IQPM+v6qjcd9jrtyDuGeSk90NzcokNdnyBTb/s1Gdnm0WuR+mgUAgEAgEAoFA2yMMkwgEAoFAIBAItFmCMxwIBAKBQCAQaLMEZzgQCAQCgUAg0GYJznAgEAgEAoFAoM0SnOFAIBAIBAKBQJslOMOBQCAQCAQCgTZLcIYDgUAgEAgEAm2W4AwHAoFAIBAIBNoswRkOBAKBQCAQCLRZgjMcCAQCgUAgEGizBGc4EAgEAoFAINBmCc5wAKTiRqzrQaSzs6QfiPQXv38p0iqkqUizkL7VaNevL1JfpBl+P13WEUiHp+W7CunietRfvNV1Np8bgTQmI23zfZTGI32GNA3pXaTB23z9+shac56bkX7k929BGuX3v4/ULi3fkqz3q63bQ4PFUzHSgy9IV0uagXQf0t4Af5f+pXR7kt6T9KC8PUkaL+kzSdMkvauG2lM2m86UtXZ9bpa3J0m3yNuTpO8rzZ4kLVGW+y3pQPk2knSppFWSpkqapR3AniT1lb9HGbKOUJo9Sboqm35NIGCxpAdPk65GmiHpPnl7ulr6V/rzSdJ72/P5lH6vqpO1DpWE55M7bpbnk792uo1sej4h/Twj33vbWY4an08pgjMcaBrMPsbs2rSUJzAbBowAfoe00xb5pVjTCZfBlrKOAA5PO/cPzB7ebteWotWcuRCzocBDwO3bUG77Y/YrzMb6o+8D7dLOjgVKs5RpHHtoCjupiz1IQmr852ld29XsCsxmAQyCb2ScOzxLiQutBntSM9qTmf3KttGezOxjy7AnS7MnZdiTqrGb6tIbkwxZR5BmT2b2DzN7WI5Gt6e6tquZXWHenuZk2JNVY0/h+ZSF8HxKybHp+QT8PONcNntqeswsbG19g2KDQoNxBpMNPjE4Pe38xQbTDaYZPOLTdvf5p/vPPj79QYN/GLxtMMfgFJ8+wmCM37/U4O60+j8wONiX/ZPBmwZ3GgwweMVgkq9vT59/J4NnvTzTDA736T8wmOG37/u0vgazDf5lMNPgNYMCf+4AX/59g9sNZmwhqyv7pcFSg6kGRxncbPAjn2+Yl326l6eLTx9vcJvBh/4eHOXvcdTgnwalvsy3ff7vG6w2+I/BrLT7eHZafQf6/T3T8hQb3GIw0eBIg2/4a07114n6fCf6dp1mMM6ndTV4zsvxgcF+Pv1mgyp/v8sMFm+yB7jR4DN/f4sMlhk84mW9yp9LerneS5PxQV/fSoNFvvzdafd4mW+bVPtM9PbwtMECg40GSwyO9/aw2h9P9HayrfYwz2Bt2vV+6vX+2Mu40Z+f78v8wdvBBIO4wQZ/j88xWGXwnsEUg5O8fqUG6w1uS2u/MT69wuBVn94vLf9Gg5/69Fe8fqsMKtPsQP6+zcp3crz8PFyN08/ZCPzhDUgc667/WKoNgAcjcLbB7YdAyVvuHpwH7NkeFhqMz4f4D2D1IFgdhSOBbxTCjIFQfAGsqoRXDXoBJ7aH2YOh7BB3ndtXwGzgOWA68AHenoCbgSrgbaAMWAx8ApwO3Ah8BswAioBlwCPAg8BV/lwSJ/97vr5if/5tYCWwyJe/GxgD9PX1zPTba8BE4GDgaWABsBFYAhwPvAKs9scTgTuBnYBngWl+O9xf+wf+WjPw9uSvNw9Ym3a9n3q9P/YybvTn5/syfwC+BCYAcWADMBU4B1gFvAdMAU7y+pUC6/H2BIz3upYCFXh7Avql5d+Ityev4xJfdyXengD5+zar1Mnx8qlwtTn9xgMHAn8YAYlx7vqPpdrA4ME4nA3c/j6UHOnuwXkGe26EhcD4UojfAas/hdVV/vm0AWZ8BsWPwaoYvAr0MjhxI8yeDWXvu+vc3sM9s8PzqYU+nwxeMnjZMt9hTtaEl2/T8ymt/O3+fnxicF7a+3i8wVMGnxo8ZqC0d/gEcz7Cqwa9any317A1vyMWtubf3AMhZtDRH3f3X0gZ7OMfIt39ua7+80WDS/z+5QbP+f0H/ZclYjDQf2nyrTpnGPr7L3hXX3aMbXbixhkM9PuHGLzh959Ie3hEDTp54//EoL05x36mwf7+4RI3GObzP2nwDb8/3eAYv7+1M+z2Nzu/mcdblr/F4P/8/niDO/3+yQZj/T2+0uAO/2XPM/dw62fOGY4b9Eu7TnXO8I/N9XphYAbn+v29fJvk+OO/mfsR08PcC6NfRvv91eAmvz/SYGqafgmDdv7erTHY2Ta/dA4wmGsw3+BHae32scEl5hyra9Psodi344HejpYadDP3EnnLXyNh8LjP/5K5B3VXcy+hN3wbH2LuBTDQX++dBtrDvDR7+I/Xuzjt3j5lmx/SfzAo93L/1mC516evb4O/+HzzfRvI28N8g6PN/UBZa+57dbLBeJ9/msFTfv9Kg3XeHl7xMvY32DtN1q8ZvG4QFZQYFG3lDJsx1jmdY9K/38CD33I2/jowfiScYPDFLnBLb3eP1wMWdQ7N+3fAhREYU+5eJj2Av10M98yH/wCLP3XOyjG4drr9MliDtydgJN6evFOYwPXG9cXl25nNTvEBwFxgPvAjoCvO2f0YuATnWF2LtyecLuO8o/YZsBTohnNy3/LXSODtCXjJO5JdcU7yG0AUOMQ7qAP99d7B2xPwBJud3SjQycv5CdAeKMQ5vvv768XxbQQ8ibtHN3tZn/DpT+HtCecMl3u5fwss9/r0BQxvT/6evOid1lv88dHAh1727sDJeHvCOe5P+f0rgXU4B/kVL2N/YO80Wb+Gs4doAkqAokxn2MwY6ZzOTfaEdyD/6XqAX0/C+LFwAvDFErhlkbvH6w2syv3gev8HcGEcxuTC+7hn0t8ehHv6uu/e4kHux9Qx5trp9n+75054PrXQ55PBLuZ+kGR7hxVv5X+4z7PSyu9k8IW5H0sj/D3fzZxf8b65H1c55hz9Hr78eQb31/hur2Frvr+iAzsawv39czSuN2ZXXA/JSOApzFYDYLbW5z8M9zAF15vzx7S6nsQsCcxFmg/smeV65yEdievZ+DZma5EARmOWQCrE/d0z2qcD5PnPkcDFXp4EsN7X9SxmJU4bPQMcBbwALMBsqi87CeiL1AnojNmENB1OqtutgizlHwJGp+V4ZovrOU4AhuN61ybiXrIDcS/AIswWZFzF0vYfQyrDOQff82kJXG8XwHG4F/ZH/n4V4HqlDgXe2lT35vY7EjjLp72B1M3rBO7FWYVzTtrjnI+dcC/6w/1nwab63PUG4ZyAX/vzv0qT/XngCJyTMQLojevZG+7PrwKOQ5qKexmOwfVg9fRyTMIN6eqMu8d9cD1fqb83t9UeFuOcEXzdI3C2FQP+4tPvBk5N02E1ZmuQ4jhn4UhcT2gR8IW/d92BfXG9ernALrj27QK8iNlqpEnAbr7OPYECrzdAR58fYA5m873sqb9kjwb+i1nCJMM5HVuhLe1mE3u46/0XuPgN+Gs/KMyBE25zvaFXAscmnNM24gM4IQIHHwTdquCLvqAesP4tWJYH7w+GQzGbYE6+Rz6A7+K+Q5jZG5K6qR72ZGZr1Uj2pEawJ/P2JG9P5u1JjWBPZrZG1diT6mBPZrZaWexJ1diTeXtShj2Ze95Wa09WjT3N8/YkuPg4+Ot8KKyCE25Is6eYt6dD4YQkHPwRdMuBLxaAVsH6o2FZObw/Bw611LNUeuTQNHsKz6eW93wCliFltacaODKt/AqkCcBBuH9OPsRsib/eVNw7tQgYArzu2zgKLK/vuz2MGQ6kuBDXA3QAbmzUCiAf5yRnfRhmYNXsZzuG1Bgss0MwezYtvcR/RnAO4rC0ba8arq8azlWk7SdwD5W66lVfUtdMXQ9/zZuBz70+/TB7Dfdlz/wudsX9fZviQl/mDMwW+7Ry/+BI1f1Q2r0ajNnNVK9ntvuVni9lD/OAr+J6uaI11FdTXZZxvczycTaPyfsLrqcwgnvh/NCnHwms8Psv+PSG2EPqfidwLxqlnQP3g7AmmVPHVRnpv/cyngrMwuzfPj2edr30Tojv+/wHAWu9PcCW4xhrkmMruruPLhnJXXfe/IIFuHABvLQQfneee9lXAOXe+UsIon3ghenw4WyzggVm+XeY7XQp3OSd7S3kqEaoZrUnq8aeLM2eLM2ebAe1J0uzJ6uDPVmaPVkj2JN/CG1lT19m2FN/eKkf/O7JNHvyz6eEQfQLeGEofLiXWUE/s/wfme30ENxkWeypmpsdnk+t4PlUA/V5h89Me+fti9kJ1PPdHpzhQIpOwErMqpCOBXb36eOAc5G6ASB19envAef7/QtxfzOmOAcpgjQA99fcZ9ssjdkGYAHSOf66QhqaJtPVPj2K1BH3F+kZSO2Q2gNn4n7dV1d/EZt/oad0yMZGoEOW8uuBdUhH+ZSLcGMAa+JV0iejSIO8rEuAfKS9fPruwFDcOMK6Mg44G6mnr6Orr+d94BikfpvSHW+R0lkagetZ2JBWn7MHx6G4l+FXcO18Hm7MZ3p9n+HsYaPXMd0eTsO1xbnAAFzPx1G4v3qz42Qpxv0Dga93xSZ7cNeurz3EgZ7epqO4XqNyn56qMzMiSg+vaxmwH/BuhrzrcU7Adf5fjYuAj317rANGbfoObX7ufgr8BikH1xZTvazV8RZwPlJU7oF/bLZMg9yLYxd5e1rg8g490PWAnQdwtOvFSv3lvhVfg1kL4JhlsDPSYZK69pUG/AfWlsPhn0Ep0pFy9+TCw9zL8UJwERJwPZ/bbE/aTvZk1diT0uxJWexJUlRp9iSpnaqxJ22jPakGe7I0e1KaPSnNnlSNPSnNnlQHe5IUTdZgT3PcONJdUs+nvt6ePvb2ZMCEWuzpGZjVD47pBTtLOgyp60JpwAWwtgAOHwSlko7037EL30+zp/B8annPJ6ReVGNPQJWvM1v583z5HtRgT57PvN6uDaQcpH224d2+BcEZbuu42a4VwGPAgUgf44znUwDMZgK3AhOQpgF/8iWvBS5Dmo77Yl2XVutnOMfwf8BVmKX3IGwLFwLf9NedSeoB5651LNInuL+R9sFsMm7s34e4IQj3YTallvovA+5Beh/3EMnGi8CZuLA6R2WcuwS43d+DYbhxfTVxH65XYR+kKtxkozm4v/amAA/4v4CeAq7wD7C64Wbq/gJ4zcvzOtALs1W4vyyf8ffxCV/iZlx7T8eNYbzEp0dwD11nD+7lcAbOHsbg/mYvx/Vc/4DN9nA/7n52xf0VmT7beh7wf/5cHPfQewnXI14TbwEj09r/DeCbuJfXXTTMHm7x6d9kcw/8p8AN3h4ybXYt7u+2b+N6He7D9ZakcxZubOwq4HqcTXTAvdjvx30nxvv7AO6+dvP34W7cX741DV17Fmc/n+S53qLUj6/BPeGwPHhJ0pI7YcLroEHwtqSpZ7t/eK7Y27Xp9EPgoN/CP4CfYPZltgud78ZD/mIgVA6E1/eBJQ/A6xfAXsCVB4D2hNcPdeNYy/7gHJMD1QLsSXW0J6XZk2WxJ6ujPakF2FNFhj2tgMPK4SWkJT+ECceDPoO3kaY+5e1ptreniXDQL7w9WTX29AQsi8Av5kLlHHh9Biy5DF5/3NvTJNBseP19b08/9fYUnk8t8/kE/J3qO4fuBaYjPZal/HTc2Pc3qOH5BIBZJe5HwW2+DaayOZJGXd7tWyA/ID7QVnG/Xv+F2cHNLUpgByDYw9ZIlwIHYvbd5halpeF7W/9lwZ42IW9PFuxp2wnPp60Jz6dGIfQMt2Wkq3C/pH/R3KIEdgCCPQQaEQV7CjQmwZ4C25HQM9yMSCo2s0JJfXGha4aknRuBC+F1Slragz7fU5LG46ISlOPGLl1uZts+NrcRkXQzLkzKHZJuAd4ys7GSvg/ca2alPt/LwNfNje0JpPDti9lTSPcBf8JsFtLPMftdWr732J6Byr09kmaPgUAgEAi0VkLPcMumRa4iZWYnb09HuFFWkdpeK/bUlZawYk8gEAgEAq2A4Ay3Dt4C9gDX2yzpFkkTgcMkfUPSh5KmSvpnykGWdKKkyZKmSRrn07pKek7SdEkfSNrPp98s6X5J4yXNl7RpmUpJN0r6TNJYYHBa+oOSzvZ5dwHelPSmP7dQUne//wNJM/z2fZ/WV9JsSf+SNFPSa5IK/LkBkl6RNEnS25L2ROr7hbRO0p8kvflPGIdbm3480m1IHyLN2TQBzq01/zzSK0ifId3k0/sizUb6GzAZ6I30Y6SPkKYj/ZrNCl7s06YhPeLTdkca59PHIfXx6Q8i/QXpPaT5bF6vXUh349a7fwkXtzJV/3jcmvN/IBXrMTXhQCpOK3870gykT5DO8+kjfPmnkD5FegwfvBXpAKQJSJOQXsXN+k2lT/MTDq7ZNvMLBAKBQKDlEpzh1sGpuBmc4GZ8zjCzQ3CrPZ0HHOFjTyaAC+XClvwLOMv3LKfCwfwamGJm++F6Ix9Ou8aeuNA1BwM3ScqRdAAuXM3+uAU4MmevYmZ/wa38dKyZbRFqxZe/DLca1KHAtyTt708PBO4xs31wwbXP8un3At8zswNwQdf/llblIGDUlS4CRIqYn2zxfeCmtPSDcdEqhuFCwR3o0wcDD2O2v98f6PMOAw5AOhppH9xSsiNx9y8VSeNuX3Y/3GznVIB0cENajgROwc2OBhdOZzAuEPq3SF9TfvMN/ClQ5uMoZoaI+ZqXaygwChfZopc/t7/XeW9ceLsjcOFs/gqcjbt/9+MihQA8AFyL2WEEAoFAINCGCCvQ7bhUN5g7Pf0x1XFVMmVZlcz8qmSWZVWyLKtIvWRmFUCFpJW40DRH4VZlSo0FfmEbdaxpVacFlrFqnNJWpdPWq9IBjParKaVfI9tKcACvY7YGd+Fn2LxizyLMPvB5TvBbKuRNIc45Hsq2r8r3HG5Vvlm0khV7AoFAIBBoDQRneMdlDVlW/SFjVTIz+zgjT2oVKfCrkpnZz9IzSDqNbV+VLNsKMOnn68O2rDhTgF+Vzvdyp9Wi3SKurtTqdflZ6slcWae6FXtK0tKEW7HnnxnXuzZL+Wyk50nXp7lX7Nmy91fq3EA5AoFAIBBosYRhEjsuc0lbRUoNWJXMr1qUGhO8aVUy+VXJlGVVsmpWkcrkLeBMSQWSOrDlWunpZF/FreZVnbbCy7IgtWqUHEOBFZ0gfzgUIuXhhiLUxvG4VdoKcMHF382S51XgclyPNEi74u5lfVbly0aLXrEnEAgEAoHWQOgZ3nEYLGlJ2vH1uGUjH5CUj1tj/ArbhlXJzGyWpF8Ar8lFRqgCrjGzDyRdCTzj01cCx+NWJXvAryJVyuZVf6qrf7KkJ3AO+iKqd2TvBf4naXn6uGEzm7yn9FxnmLkYKpbBP8xsig81Vx0XAn/3euUAj2M27Z/StPHwe9JXz6uZd3DDAfYARgNfAh0zFHwN92PkfT+soBj4BmYzkVKr8iUqYc7z0gND4I97wS1IP8at8nNZLTI8C4zEjfeeQ+0r9kzOGDf8LG5oxjRcz65bsUfaM2stZpV+8t5f/NCIGG7lpZnz4Gd58HAHaV3nLcdcBwKBQCDQqglxhgPNwtPS3/rBtyohUQFVeZCTC9EFcP9ZZt/erhdPrdjjxhP/EjfGdgPOGe4A/I7NYeGqpVl1aCRagw6BQCAQCDSE4AwHmoVpUnwO9D0nNckLGC3tPhg+389s+/5jsdkZHgacgJ8A6M+1B17D7IjaqmlWHRqJ1qBDIBAIBAINIYwZDjQLcTDBFj2PgiurmmIil9mDfh33ClxYs3T2xa3qVyvNqkMj0Rp0CAQCgUCgIYSe4UCzMFo6rjP8txt0iYCSYGtgXRFcfI7ZK00ihJu09lNgP1yYsQRu/O3tmC2trfgOoUMDaQ06BAKBQCDQEIIzHAgEAoFAIBBos4QxgYFmYbR07W7wxzyICmRgFRBfAjeeY/anJhFCGgL8FjdxLgIkgfXATZhNr634DqFDA2kNOgQCgUAg0BBCz3CgWfATt04+x+y1VNpo6YRB8PLQppq4Jb0NnIfZsrS0XYAnMDuqtuI7hA4NpDXoEAgEAoFAQwgT6AI7EjuCPda0qltd2BF0aCitQYdAIBAIBOpE6PkJNAtz4Lpd4fkpUo5woQt2hao58KOhTSfGVcDdfgW51DCJNcB36lJ4B9GhQbQGHQKBQCAQaAhhmEQgEAgEAoFAoM0S/g4NbDOSzpdUJikpyfxnmaSLAPaX3gI4Ubqkq1RWKMW7SOXHST9P1TFaOmGstHqSVDVFik+WqsZKq0dLJ9dRhl0k3S3pDUnj/efdknbzGS7znwORnkWagPQi0vBUHT+Qzh8slXWWkp0k6ywlB0tl13k9nvN6jJYueV8qmyLFP5DKR3s9atVB2gXpbqQ3kMb7z7vZBhlr4xTphN7S6g5SVQcp3kGq6i2t/qqXoba2aGg7BAKBQCDQ4jGzsIVtmzbccIJ7M9L+BSTNjEKoMjM6QeUJ8B0z46twYjuIp/J/DFWj4eb0OkbDrz/2ZesgwzjgoIy0g4FxZoZt/vyfwd5+f1eDd1P5O0Pysgw9LoV/dfZ6pGSZCJVPej2ehBOneT1q1QHGWYaMBgfbNshY21YIVcdmyHAs/DrVBrW1RUPbIWxhC1vYwha2lr6FnuFAfRDwx4y0O306MUicJh0YhUQevA+QA9PSZ6bluDBe96VXYHB/Tt0nsBUAMzPSZvp0gFKkbkAp8KVPW4tbWAOAOKhnhh47wZ1xL0MVJEZLB8Zdmfe94tOSddehwTLWRhLUKUOGTnB/so5t0QjtEAgEAoFAiyZMoAvUh+eBOZIMN+dKfhsDcDicNxHerICcF2FyeykRg+QB8NdUBXPgnwNgwUQpWQlVuZDTHyJz4b796ibDjcAYSaXARlys4Hzgl/78NcD/AT2Az5FmAcXAL1IVnAbP/wPm/FuyPEhWQCQOOtXrsRjO6wlvtoOc42HydCmxOyTnwV+H1U2HG4ExNEDG2hgO/xwLC7pIyRjEqyCWgMhw7+DW1haN0A6BQCAQCLRowgS6QL2R1A84EPjYzBZknj9DapeAg2Mw61mzldnqeErqZbCv4JOzzZbXQ4YCoDNQZGZlWTLEgO5AEWbl2er4qdSvCg7KgY/+kEWPZ7wegllnZ9GjVh3SZKSeMtbGmVKvKtg7x93rrWSorS0a2g6BQCAQCLRUgjMc2GYk7YMbs9udzSHJVgNfMbNp1ZUbJr071eyImup+Xnr39FryeBkKgW8DhwJdgCLgA+CfZraxhoJXYHYfwJlSv89gzEroVwmxXIj3hAUPwqMHm/2+vjJuOl+DjNRRxtqoTofBcPqzZvOqK1dbW9S1HQKBQCAQaOmEYRKB+jAdmAqcB3wIDAf+DEwGokdJf8tSJvKZcwoBeLqaPHul5amF/wCPAg/gllDuCIzy6acijcxSRrjYwvcBvAWfHQyTboLvHwtfvAW73Q/fPAVuXQm/r03GOujQYBlrYzzMHghj94BvCGYBg5fDreNhBpBfW1s0QjsEAoFAINCiCT3DgW3GjxXONbOqtLQcoNLMFJFsAMwnYxLWQuhXZSaAdZK9nyXPPtBvd5+nFhneBY4ys2RaWgR421yv7FrceNzMui7CbA+AjpKthFvyXc82AOUQ6Qm/2mCm2mSsVQcvI2ky4mWkjjLWRnspfizkjzGLp9JOkWJvQnmJWay2tmhoOwQCgUAg0NIJPcOB+jAdqJRUDlQBuUAePnJCZ6jYEy570eyt9EJ9pE1jVT+FihK47JyMPK9LK3evmwz3AOMlTQc2AJ2AfYC/+/Nv4YYjrNiilFttDoDTYWV3uLELFOVAWSW0Ww+dToQv6iJjHXS4BxhPA2Ssjb1g3Hgo7y1tocOeMB5qb4tGaIdAIBAIBFo0oWc4UC8kdQB+DPQDFgC31zhWd/vIEAMGkZqcBnMsrYe0LpwhtSuDSyugTx58UQAPPmdW2ohCbiUj2yhjbWx3HQKBQCAQaMUEZ7gN4iMwjMf1UubgendnAyNrcmglTTCzY2o7f6bUbRn8uyO8VQgvzIWnolDeH05LRTKQFAXOeA4e/g48twyWfxVW/ghuHGHWqYZrnGpmL0rKA54ADsHF7S0DPgIeMrOncedPAebinPXLgbIYjIqbnZtR6Z+AGzErQ+p2NXz0d7P+T0ndIvDvhOvBfSEfnkpCeRWclh5V4jVpxQYYdrbZ8tHSgT3hrWPM2lWnA9KpmL2IlLcMztwXvr0O9sqBTlGorIS3E3Cu1eDQSvqvmV1Q3fnDpP++b3ZBXdoimw49YFxN7RAIBAKBQGshDJNom2zALe7wIPA5rnf3PJ+WI+naLGWiwNEAtZ2fAEu7wdI1MOxL+GMf+DQGibdhIZByEh8Epq+A11+A8xbB4t7Q5z74ZIS7Rv8s1xDwE+BFL+ty3AS1pUAv4CzgSSB6F7yzChYK2BWGfA4flUK5wdmpyk6Szgc4CsqGwIerpendYL9HYPe/u3JL18FSwbBe8MfF8CmQ6JXSw8tYARP6w+KXpUX9oU/UyQO16/BEXzipC2y4HooNXp8LBVPh+CWwAuggL2OWe30OcMFJ1Zz/xJ+vY1uwEcb0hy/GSJ/3g/4L4bdZ6g0EAoFAoNUReobbIJLMskyOSqX7CXJVWYrm1OV8B6lqo1kOQIGUKDOLAqSnS3rbzI4aLZ3QG16IQWQdFJ0P89aYHS5pA/AUW08uO97MdvMyPJDl/KVpMm4AaAftS6HEn++Y0l2S7ezyRPIhX0ACkksgN2GmyVLVcC/vTCmxj9djklR1gFkOXsYFsMtKGBUFbYTKQ2FNgdlu1KAD7vybcpMAY0gfYXaQb4hxgmPMLJauRwYdU3runOX8SuiYqGNbAGS2w3oYki2mciAQCAQCrY2wHHPbZIWkhKQvJc33nwkg3fk53cxy0ze2XCa42vPJNOfvMPhNWpl0p/B5SWP6wMuPweiD4OdvQvkrbtgDuNBgN5jZZekb8K4/XwZcCBwM7OU/L8A7ht6wTzSzTiVwmJl1MrNOeWmRI9pB4iA4cTm8uwD2m2+WswhO39nniaXJOztNj8jm9BnADath5BdwzYFm0bXwxGzYJf08ZpdtsW3WIRf4TFJFO+gm6QNJM3NhBG54B/6enpiSP7XhlnDerINZp/Stiz9fx7agL4xZDNcdaJa7AV7ul+rdDgQCgUCglRN6htsokk4AbsAtnLEauMPM/ufPdahl7HCN50+TDtwAk8anGdeZUof18MM3zG5Oq6d7ezisBDrgJpd99CQUnmO2QFKspslwfvLcAcB3gZ44R/5vZvY+wD+l3b4NS0k3cBf+bRhmH4GbePacWSlSJCP8WSFmxX7s7KQRaXU8LXUw+OHZZjcjxTCLvyjFTk2TdbTU7xyzBanz1emA1A1YK+fIfxfoGYHVV8K4v5vd7/VsV9PY4U06VENd26JaHQKBQCAQaOWEnuE2ipm9ZmbHmdlQ//k/Sff6cxsl3SPpFEkFkt6R9Epa2Y0Akpak0iR1kVQE8ILZx+PNbIg0Nf2ai+Cy1P5o6YTX4dMJ8MxkeHgSPP86zH4fTvPXiEs6QFJPSVFJp3sHPiVD3MwmAh+Z2VfM7CLgY0njAb5ttkTw87uluyTlSXoyCvfi6wd4Djoj3X0yFCGNR3pjnXTvYPgM4Byzj0e42Xpb6NHe6zEaRo6TinaBsilSfLIUf0Naj+upZpMjnD7GWspB+o0/vwYzMzjEzC4ys68k4NK/Qz9JN3s9SyXdKOnIlB6S/r1JB+8Ip9/rM6UOA6RFdWmL0dIJY6XVaTpUjZVWb9IhEAgEAoFWTphA1wbxC2RkEgOuAK6UVIH7G/2bPr0SqJJUYWZ5aWWqJCWBacBQYGJ6hVGo6CxVDoSxn8GoveGF1Ln+8NLncOvxcEsq7Qn49flwF/Bn7/AJqAB6AMuADZLONrMrfc8wQFzS/4BHcBEjjvQ6FgH6oVui+FqgpBPk5kC8Cn7pyz4C/HQpHNQZDh8IY+fA5d9wk/M2kYSKD6XKpTC2L4xa5PUYAK8kYOoBTu8ewLL3YdgANzkumlZFBU7GB4Fv4eIPp9oiVgTxXOl/ZfBIAVy+xjntjwI3p/QAfoCLmlEClElaZ2ZdarjXL9alLfrDSwvg1lFpvcRPSb/uD8/jIo0EAoFAINCqCcMk2iB+Ula2hldqUlb6JLO0/aSZRdLq2RP4BOcwrzGz7umVnSnt/i7MXAft+8O8z8wGps5NlewkePfLzRPxbBfIewkOH+Zk2BTGTdInZrav33/TzI71OqT+1o/iHMYkEPE6xP3EtPZykRrmAA8LbrbUxDHpPWDUmdAjJecAmP8prMDs8JSso6Xdd4aZu0L7T2HeyV6PTyT7FHqfY7YE6RPM9h0t7b4nLNw3fYKi1B74F25Yx8OY3ZrRFvEIRAUySCadHrEt9Mi4/5KqLG0CXE33uqbz06X4Z9D3HLNNvfyjpd0Hw+f7+esGAoFAINCaCcMk2i6HmlkkfSO7g5y+MllmVIRZwCveWd7oJ+FtYizMGwyPVpkpH9Z2dj3OANwPK1+CQz6Aw9+Cgz+AI16Agx+FlFOW7oj9PIsMSVxv9Nu4CBMCrsmiw4u94U3MBgNrIlv22N4IjHkTFlwOy6vg5T2he1c4KL2CATBvJTza30xxWDvR61EGywfAgolSxTswcKJU0R/mlbhe7C1kAP6dkgHppbRzyQ/g4wQcHzdTAq4xeI3s0TqeyHIfgJrvdU3n58A/Uzq8LZWkdJgL92W5fiAQCAQCrQ8zC1sb23AxaHtkSe/gP38LFGSc6wG8nZG2Z8bxRenHZ8Du6ccnw8lpeXsBuaOh15Nw3Gjo5dNj/nMfIJpRfy5wmt8/DreqW/uMPAP95zVAnqWdBzoXwguZel8Pgwx6mdc5XU4z48kMPZ5MnYd9DKJb6AC55mXctGXIaLBbmkzHfR12yTwPtNtCjy117Aw8Udd7XZfzme0QtrCFLWxhC1tb2dpMz7CfhHV7c8vRFEg6TlIXv3+npJ+mnzez0Wa2StLbGUUn+/O/MLOy9PNmtgrY2de5j6QvgRmSkpLi/ng6wBHSw5K6lUHvPtLKjlLVrlKRwabxxk9C/oswpScs7A//6wWfj5FmDocf+evNBPaXdJ6/5o9wodR6+Com4sY4z5Y0VtJTPs/DAAbzzayiPTyG9Gek1wz+EHdOOAA3SPscIX35OMzqAkt7wcYjpC+H+LBiT3s9SqD369LKj9zksiK8HqOhdAxM75WuA0xZCnv7hih8SLprBTyCNPYH0rRrpMeB9f78SWY27jGoOlT6DOk1pH/geq9f8/fhHjOrkLSpV9jMioBdAc6U+u0tzXwbZneUKrtLpXu78GxzUm0BkIBdfFtU7iqtTbXFaKnfGGlmL/g8vR1GS3vUZGOBQCAQCLQW2tSYYUlvAMdZK1baT7jqiItPW4VzepJAiZl1zsi7ATcp62HgUmCFme1S23k/HGIK8EPgQ2A48GdgfzOLdpASxTChCxy9C8yZC/P6Qd+lsM9Gv+jDB1L5chj7e1gxHdqdAWOGwh3HQPfDzXLkoiHsghv2kMQNC4gCG8ysq6QXcBPg/g/oBPwduA4oM7NOSOMwO667VFoEisBdcfhhP6j63KwQoKeUOAymDIIfVsKHuTB8Dvz5Pdh/lVn0IylxMEyYAEe/CXPugnkXQt/LYZ8DzKIpHQ6CFTtBu89gzBq4Ix+6H2KW01MqXe16istxcZE7RMG6gq00a5eSEemZAjiqHAr2hifmwqVVMNPM9ktri8W4HuH/A34MzDGz/bpI5QPh9Z3hV3LDVgYvh1vnwvHrzPJTi2t0k8r2hCd6wvfXww8/gp9uNMtJ6RCHX8ZgVhwGx+DWXnD8oWb59bXDQCAQCARaDM3dNd2UG3Anbhb9RcDXUltzy9XIOqZ8/QKcI6n09Iy8ObhoDQYsrut5f5yTJa+ZGR0geQb07AQVeTAf0Fch1j5NhmkQf8GNC47gxqcW5cH3p0Hc15f6zPfXKwK+l5b+ri8b8+cM56C/a2YYvGaQXwov4XpiDZhi8FZKhkKwb2Xo8S3IKfRyfgDJ0dDzA6jo7PV4AWKT/PmUDgYRg/sMiirTdIiAmZMxb1NbQCSSug9eRoOXboP2KT0GwsYsbbGFnqn0dhD/qh9aktq+CrF2XoYOUJlqizOgZ+p8e39+kw5p5V+AWEqHsIUtbGELW9ha+9bWZot3BdYAI9PSDHimecTZfpgb5jDfzFK94Nl6wyuAz3H3Y5akSnMrydV2fjpQKakc1/uci3P4ZgD0hIVvw0K/vHG/HrDxLcjt7e49APNhXF8of95FTyguhEQX+NNY+HI/tuA5L8MQ4GY2T/q8BxgPHIGbsPYM8PU0PX8CPNoBTjoAyh+Hpw6FU3PAUjPTjobpj0PlBKk8H6rKIHcF5B3t9fgLLPwOLASYDP0Ww8Z2kPsqrBmepsN4SFZBcQQSXeFP6+BLf8OTwHiD6f1g6QK4GzfOOJkuI2A3wsY9YfX/4K29YV9JG8ysY9p9KMX1wn8NmJI6vxeMGw/lvaWiHCirhHbrodOe8CbAwfCLVFuMgRU9pZJyyN3LD8NI6TBWKopDWQ602w06fQ5vZrRDIBAIBAKtkjY1TKItIOll4CwzK0tL6wF8aGb9MvKeb2aPpx3fY2bX1OW8pA64v+t3x/Wa/sk2L8ZxPPDGiXBWOQzNhS/WwuMfw/lm9s9Ufc9I7b6Ea3tCJ4OFUXjkLNjLzCZJ+hduVbZuZrbM19sZN4kvFWYtBlyCGx5QhFvC+AZLC102QrpovEtfD8xVxvkfSh1K4cdlsHsBzG8Hf7ozQ48n4SzBUIMvPoTH70jT4xmpXR5cW5amw9dgL7wOo+C616EvbihH0d6wcja8bGapZadB6ncRnPoIvA7MxS04cqNtGYLtBDN7Le140/kzpHZlcGkl9M6FhQXwyHMZq9KdJJ2baovM889I7RJwqaD3Jh1qWNUuEAgEAoHWRJtyhiUNwo0t3cnMhkjaDzfz/7fNLFqjI+luM/tu2vGLZnaq3y/A9arugxveUAXMBkZazcswTzCzY+paXtJwM5ucOh4uvTHZbCTArVJBNxi/E+xTADnlULUCZq+Ekb/cso6fm9nv0o5fNrOT66tDf2nCfB+/+DqpYBGMnwf7lEJOO6gaALP3gJF31qDHP6U3vm028lkpz+CJ9nBILhRUQVkJfDQKHupg9jRSFDjjYrjuYTehrQj4IArHJ8y+7evOw4VMOwQ3tKWsNyxa7PSo1iGV9F8zu+B0Ke9LeGIFHFIBBXlQ1hM+2gXOz3SI0zlM+u/7ZhdUp4PB+cEhDgQCgUBboK05wxNwvZn/NLP9fdoMMxvSvJI1PpKqcBO3Lsf9FR83s/Zp59YCo3FDEPoB5wFdzU1euzZLlVFc769qK3+SdD7AZ/CdKKzdGV5ZCueugBElftGI16WqVbD2SxhdBZ/HoF8vOK8ndB3lZOjvr/sJsBE3We/vQL6Z5dYmw/BqdJgGf0r4BTH6SFW7wtp9YHQBfF4O/WbCeYuh62KznNFej0fgO/mw9nB4ZQKc+ysYsb9Z5C2ppBiWA8/mwNIqF6nirI7Q70izKNIjwCdRuElQfDb86jn4v1xgg1kBUv8IfJIDy3vBs11g6XrYJQnXLIKkmXWQlyFLWzxkZrGdpI1dYcku8EguLKqC3kvh4jXQe6VZh5OqKf82PFRsFpsgbdwIS8rcZMRFgt75cHFH6H20WYcsZQOBQCAQaFW0NWf4IzM7SNKUNGd4qpkNa2bRtgt+TG8esMjM+qalm6WvkJaR7ldFy7boQ45lrFBXXfmdYQNA0k2AyxWUr4L8lCM6WbLhWepIpftIFk/hokh8HTcueTVQYWa71UWG/Cw6lHsdADpKtiFLHan0DZJN9npUQn7cLedcPgTye5lpmmRD4QEyFsCYBpcONRPS25gd5eVaC3TB9bpWYHYU0oYoFCbgoQwRjhfsbGYx3xYbMmUEOpqZCqV4cZaV4lLp6W2RzkromHA6xIdmKV9deiAQCAQCrY229rJbLWkAfpKVpLNxPXutDt9zWgJ8C7hf0noz6+RPr/Dh0VbhJma1w8XvXZlWxelm9r+MOuN1Kd8OEgfBiS+6Mb/zgX8Cf+gG56bqmg0ryqTEQlhVCaW50G536PEFrBzusswAbgAW4CakXY0bTtCuLjJEgP3g9IkZOuRt1oF9YUUPKTEIVhVAaRm0mwM9hvg6FkJiFZx4boYeb8K5vYDVUDYRLlwF8xKwMQodusOAks3O5/NIY3Lh+EIo/in8+7dwaUco9hlmCLrJOfvzcD3gHWKuh/kzX0cCONHM3s9oixKAPvBZF6miF8zLgY1V0GE5DOjt4wyn2uKFjPLdffnF8Fm5VJGpw2qYM5RAIBAIBFo/bc0Zvga4F9hT0lKco/WN5hWp8ZF0Dy428Hdxk7LeADb95W1mO0s6AedsdsfdhzuAM32WjsAf5Ma8jvN1FJvvKayt/PHQcTncPgTGt4dHy+H1KBRPTnOGLzTb+VbphM5wQy50L4UFC+GOdptlOBoXu/he3LLJrwPv4RzGWmU4GDpuhD8c4nVYCa/HoLgirbfzXbOdfyydsBBuKIXuXWDBYXDHWl/HPOi4GG7/JozvB492hdcTUHwsnGvAcdBxMnw9AacmoVM+lLeHe5e4HmAwu6Ob1HUYbHweXj4Mroy6IRk9UzrGYeiR0P09uLgX7J0Hyxe4xUS+ktYW1/u2+Ag3nGFjasjLLLN9TpMOWQ3frYSe7WHuHnBFsS9/vLsP158qRSPw0Qp4JAYbV/vyp5jtM1o6JALfjULPCpi7GK7Q5usHAoFAINCqaVPDJFJIag9Eappo1VKRVIH72z6J+7FTiRsukG9meT5PTjXFK8wsUlsdtZXf2ZePQLICYgVQmQNV5ZC/3Mvwh2rqOBYqDmkEGQrSZIhDLAcqY1BVCfmlXoYrq6ljNFSsM4u8IlUIFIdkIcQ2QGUFVLWH/JPM8uLSv72MFYIe5kK8bZgGPzvALOoXQBEQx02OKwHK2kOvYrMcpH8X+/JR6JHw5YGeHeBSPzY6ax24pbO7nOIiamzFW1C6wSy3ly8fhXg5FBRASS6UlUGHZWZdXqymfC8oPXDLMHuBQCAQCLRK2pQz7Gfun4ULdbXJCTCzW5pLpsYmfSxtxn7S/OQ1Pw41W8Mrc0xwtjpqK18oWbEvkydZhd/vICU3ehlKJZuZUYeA/qCujSBDVLLU+OSIZEm/H5OS8bT70ClLHRtASTNNkuwAX+4zyQb7/Y+l5IFmkVLJPnVOKoKouSEN9IVYVzPFJIv7eL+CY83tKwYj4m5M8QS5HvB4FKIJX97vp9oinuqRz2jDKj/Z0Qq9DOmUQCyZMaY4T0pW+PKplenSdUgnpUOW+xsIBAKBQKsiUnuWVsXzwOm4l39J2tZaeSttP9OxOdTMIukb2Z3L6uqotnx6JXunlbe08guAV+HQg8wiqe1As8jcRpIhnb7VyFAAfBsOLTKLpG8pBzmaVscbWWRYBMyDocPNcvaH04eb5Qw3y1mw5X04ExdO7nHMRmJ2rG2WMYbr+R4ad2O0c8wsJ+6ulW0C4xOZMuRD8jgYutEsJ30r9OXTb8bwLOUXQTKlQ/o2P/v1A4FAIBBodbQ1Z3g3MzvPzP5oZnemtuYWqpG51cfgxXw8Xb/oxjtpec7F+aOZpCbY1VZHjeX3hVsP9eWn+PJHSj0Gpsnwght3u1UdrzWSDEPg1kN8+VRc4cOlHrunyXBVNTJc7usYC7fe6uu42tfxG6nHR76OtfDNdn61OcxexAmZO8iPjd4VbrzY9/aa2QVeh87momQAXJkHJwLL0ssDfwI6+zzX+X80tqgDeBrgODhBbnjFFoz05Y+A60735d/35c+UOg/x5WfACZEs5b/YfP1AIBAIBFo1bW2YxL3AX83sk+aWJRAIBAKBQCDQ/LQ1Z3gWsAeuNzA1QcvMbL9mFSwQCAQCgUAg0Cy0NWd492zpZraoqWUJBAKBQCAQCDQ/bcoZBpA0FDjKH75tZtOaU55AIBAIBAKBQPPRpibQSboOeAy36EFP4FFJ32teqQKBQCAQCAQCzUWb6hmWNB04zMxK/HF74P0wZjgQCAQCgUCgbdKmeoZxE+YSaccJto6/GwgEAoFAIBBoI2RdirUV8wAwUdKz/vgM4N/NJ04gEAgEAoFAoDlpU8MkACQNB47E9Qi/ZWZTmkmO3wM/9YdVQJ5lNIakV4Cv+MONZtaxCUUMBAKBQCAQaPW0CWdYUkcz2yCpa7bzZra2GWTqYmbr/H4l8KCZXVlDniTwVTP7Xx3rr7ZhzUz9H7/VLClsTR45xaJq10oO3GMhuZEE/zn0X9rr2ZstmYxQvi6fSHGU3N4lnDJgBu2ilfxm3+cEsM/zN5mZKFlbgEpitO+zgQsGTCI/UsWP9n5Vx0fOsbH21FbXH6WzeT05uklkWH7JfmaJKKtXdaOouAODB8+l2xmrIDeX2ImLtfyS/YykKC8roKoyl50HLqTdcQksN4+cUfN1fOScTfcxUxczU9U/8ky5EB9+IJW7H0507Vxyl34GyQQ5I+YIIGGPbaqjpGjqVnlKK/5iAImqIqxq41bnG3ofAWq7l41xHyPRJJ0HLyLaxyA/D+vQCSIRckbOU3X2mNIBoKH2sPyioWYWYeWKnqwrLmTPPebR44wvICeX2GkrtPyioRbJSdBl38+J9C+EaAzLLwAgZ9R8ASy/aKhFc+N0HbmQygOOIFq8jkjRmk15qmuLxvxeLb9oqCWTURYv2ZUvN3Zi2IC57Hbup5CXv0mPaG6cricvo/zAE4huXEFs9TJIJskZOW/z+TPXUnrEN3ZIexrywq8smYxQUlSASqJ06rOeiwZ8SF6kiu/t+YaGvPArMxPFRQWoNEaXPuu4qP+HtItUctXgCQLY3s+XhuoAUJseO8IzsqFt0RLsKfWcX72qOxtKChm05xy6nF6E5Rds+u43tz0B1Ol9BVSW5xGvzKHnwEUUjIy491UdnrM7gj0tv2Q/i8YSdNl/Hhq0MxaJQsSN2M0ZOa/Zhq22lWES/wFOASYB6cYif9y/qQVKObmeJJAnqcrMciRVAf82s6sA/LLESWBqU8sZqJmys/3vl2h+vevIfeTHkCPi+x9EZe9DG0myQCAQCAQCdaFNTKAzs1P8Zz8z65+29TOzJneEU0h62/+SywG+D5RJqgAq0hzh+UApUGVmy5tL1kB22nc7lPbdDqWg05Bq81QlSqhKlFBamn1tlzXvDWT9+7sTWzJ/e4nZ7IzS2c0tQqMxSme3Kn0CgUDrIDyX6k+bcIZTSBpXl7SmwsyOMjMBlcDLwLVALvDttDz9gXZArqS/NIuggVpJJCuqPRdfOo740nFYyeKs5/MKS8lpX7bpL/tAIBAIBAJNR5twhiXl+/HC3SV1kdTVb32BXZpJpl5ph1VAMfAvYDFwf3oeMyvDDZNY1cRiBupIMlFe7bn8qW+Q/8lbxIoWZj2f1209ud3WB2c4EAgEAoFmoK2MGf42bhjCLsDktPQNwD3NIRAwWtIRfr8S6ACUmVkfSaWSXgb28g47wHoz+01zCNoQWtPfNjXpYhavvmDcn0smsp+XoUjNE1lbw31sDTqk05L1acmyp9Ma9Ag67Di0Bj1agw7NQZuIJpFC0vfM7K/NLUcgEAgEAoFAYMegrQyTGOl3l0r6WubWyNc6X5L5rYNPW+GPqyR1qWu5upYNBAKBQCAQCNSPtjJM4hjgDeDULOcMeKYRr/UublGPdwAknQR0NzNJWgm8DhxYW7ltLLsVtcUTrC0O8T4/ucsiVRArM/I2GJ2nrWHNgd1ZdVwlCy/+qQD2vOkuUxxi5ZCz0egyt5x1g/IpP2kDs864udaYhpKsur90Xk+ObhQZHh1yuVUkI5TEY6ypyGHaOuhXGOFnJ42l579n6uEhl9suhRvZo/cX5OWXU1mZS2V5Hr32mk/hH5bVqsPG4lusXfsBlJUvJVlZBOWryFk1l5xJHxC7pHxTnOGqRAnxqqIt80yZSOyiMq3/fl/Lu+Pn1Z6vTYb0WMjZ7iNAbfeyPvdxQKG44aRx9Pz3TL184Pl2yIFT6DR8IXTJd3Ej15WSLImQe13tOoCL81mTHrXp8MDeV1h5IsqGqhgry6O8VbSBE7p15LsjJtDrkWl65aDz7PCj36fdsFXQpbOreF0RydWQe32ZAKZ/ZZT1/0cnkh12IbZ2HjlL5pL8aAXJ8lwKblrT4Laoi03ft9e3bE1FLnM3xniu9D2OjB7K6buVcdLBE9n5wU/05mFn2ZEXjiF5+P5U9egP8QpyVi0gOmMmscsrNPurI2zXx48mEiskWVmESpcTW7Ngk03uCPY0+BZ3PloJsWLotKiKkp4xEmeuZeopv9Wg39xlSkCkytXRflmSWEWSsiuKmHTyrXWKS93QtmioDgC16dEU9rS926Il2NNj+15m8WSE8kSU9VUxZq/PoSRu/O3c1+h+76c7hD0B1OV9NaOokMEdS/nqwRPpfsxcyI+RXJmo03O2Kd65dWmLvXouZ+9jJxIZsQtVO/cj58sFRD6dR+yKihBnuF5IEWA6ZtXHtQLM7Cb/edn2FsnMFgOLpU1t+hNgtd8fDVwq6ULgEaA9sAKYYWaHZ5TLWna7Ct/MpAKet6QxTwWjf0fi4r81qI6NK7qR10jyBJqXlmjDgUAg0NZp2cMkzJLANKQ+NWWT9IOatu0sZXdcnGCA+UCOmT0GLACKgALvCNep7HaUs8lpDQ5D6dd+QLKmyXNQ6/lA66e6Vet2RFqSrDXRGvRoDToEdiyCTWWnZTvDjl7ATKRxSC9s2rakg98OBK4GdvXbVcDe21m+1bg4wQD9cGHUAEbhYgr/px5lWwWt4UsZWzGl1jwRtew/YALbzlh7atPWEknJ3ZJ1gNahR2vQoTWQ7d631DZJfz61RPm3B63hLf3r2jKY2a8BJL0GDDezjf74Ztzwg+3JncDzfv8c4FO/Px1YCnwDuGQbywZ2EOKd+5LbwDradV3fKLIEdlxa4r8greUl2Rr0aA06BAI7Mi3fGTabgLQ7MBCzsUjtgGg1ufvgYvqmqAT6NqY4PuLDGn+4HngAWOMnrMWBIZL+AeSbWQdJyyV9juu13lRO0gNm9k1JW5RtTFl3NJrDYXALANaf9j2OpCpR0qA6Oo5YRRhI0XpoiY5vdbQWXVqDHq1Bh5ZMtvs/Sme32B8qwZ62pOXHGZa+BVwJdMVsANJA4B+YHbd1Vt0InAs8i4sicSbwpJn9rilFDgQCgUAgEAjsGLSGMcPXAEfgVpMDs7lAz2wZzexW4HJgHW7y2mWN6QhL+n1arOBKv/Rz6viH21BOdS0bCAQCgUAgEKg/LX+YBFRgVkkqJJkUw/X6VsdUYDled0l9zOyLRpLlj2b2M19vJXAbcAa1j0vOLPdP3BLSdSmblb2evdmSyQjl6/KJFEfJ7V3CKQNm0C5ayW/2fa7WeIK1xSEGOOak2ywSNyIVCaIlVTBrHlYVZ+XVhzDtr9ersWRI/Z2T/ndUXWW4sOu1lkhClRmliSQL+JK5ZW9we78L+MG8v+m2/tfYKYNn07X7GiI5CarK8lhf1ImqeA7DXn+1Vh0S9pglkhVUVRWRqCqC0uXE1i0id9K7xC4s2SLOcCJenDVP1Rt7WOLon1R7vqH3EWqP4bst97E4nmCRVmxxH58b/g0bdeI48vdYC53a+TjDxZTP60rh75bXqgPUHmu0Nh1OKrzGSpNxiiljZXQZS4rHkxPrwS92PYtfLbxbLx94vo0841ViAxPQwa9rs66IilmFtL91hQDWfW+ARX8xEqL5RIsWkLtkDkz/gslPj+KQCWMa3BZ1ibm6f/uLbGrpfxnU/lSGxnrTLU90zDEGdSzlm7Pu0wfHnGoHXvkG8X2HU9WtH4pXkLNmEdGPpxC7skIlN+5k/PIGzOKb4lY3tj1lPh/S/3Ktiz0dfs4dpiRE4kakMkn+ilKYs5ClVw9jxu3X69AL7jQEJogkIFaWpPDjL1h2Vn+m/eV6QeM/4xpbB4Da9NjeOkDtz8iGtsWO8HyqTYfLul9nEYGAeBI2xpO8XjmWH+10HL9aeHej2FNDdQCo7X11Qvvv2CIt58975XLAsOl0OXwBFOZRMTWf9reuaBH29McB37GvHzyRHsM/I3JIbyp3HUxszRdEPp5JzndCnOGGMAHp50AB0vHAd4AXs2WU9D3gJlxs3wTuu2HAfo0hiJmtSztMAq+Y2fPpsYNriDGcWc6ALcq2ZXbUcVmV8fX+91f9UbxVBQkJtEF21O/nthB0CLQE4sShwdO2A5m0Bmf4p8A3gU9wvakvA/dVk/c6YLCZranmfIOR9DZuJbkk8GbmeTN7TNItuGEakZQjXFu5gGNHG/RfF0c4xBkOtEay/WPT0gg6BFoaCW3fzpMd7R3bVDS9M+xWjTsUs/capT638Ma//FYbi3ERHrYbZnYUgKQynGN+WJZso3CLaDy8jeXaHDv6F7Oq/Ety8neuMU9EMRJUNJFEgcD2J/17uaN/R6sj6BBoiUStVa29tcPQ9M6wWRLpThrL2ZOOAG4Gdsfp44Y+mPXPkns+MF7SS7DZOzGzPzWOKOplZsv9YRVQXE3WLWIMb0O5NsuO+qC3RHmd8jmHOBAIBAKZjLWntnjGh2XNqye2Hd22tny/myuaxGtIZ9E4A2L/DfwJN8TgIFy83oOqyfsF8DpuwE2HtK2xGJ2KAAHkASdLiuOWUb5D0jtpMYZ3A1b6GMNblQPILNuIcrYYdvS//qJ53RtcR2Xf7b0IYjOQTDa3BIFAINDqULrb1tJD4+5ANE+cYWkjbgJZAihjc29ux3rUNRGzQ7atiDoAZmahBzYQCAQCgUCgDdM8PcNmHTCLYJaDWUd/vO2OsONNpNuRDkMavmnLgqQhkqYAM4CZkiZJ2qe2C0g6Py3mbweftsIfV/lV55D0iU9LqHoZssYPzlZW0vM+LSnpom2/NYFAIBAIBAKBmmiunmEBFwL9MPsNUm+gF2Yf1qOubJEXDLORWS77HnCjmb3pj0cAv8sIbZZN3N64pZzfATrihmSMMbOopJW44RfHA2v9+beAXcxspyx1CTgNFz/4Z2Z2p3emtyorKQnsD1wLXGhm+bXdjhT7PH+TmYmStQWoJEb7Phu4YMAk8iNV/GjvV7XnTXeZ4hArh5yNRpe55awblE/5SRuYdcbNdYqJWFss4qaWIXNpTDNTu7z+FovkEZGbdFCR2EB55RI65A9kQ9ls3T3oKvvKXjPo0GU9kWiSytJ81q3rzJfrunH8xCdr1aHaOMNvTSB2ZUX1cYbXLyF30tvELijWhnU/ttwOA7eOMzzlPWIXFDf4PkLtsSFri5FZkNfXosoj6qNnVCQ2UlG1jI75g1lfNlNjDz3HDv/KeHL7b4SO7V3BohJKZ/Sk451f1KoDQEPtQYrVYI9xvXnYWXb4Ga8R7R+BDh3dUI51RZRN7UqH2xcLoPSXPS3+vbMgEnNxhpd9DtPn89L953DG5EebxKYjyrdjCi5h94J8OuZCbsSoTIrPN8Z5qfgezTxppA2+fBJVe+1PvEufreIMx+/Ns8pLbieZLM8aZ7gp7Cnze5lpTyfu9B1TLArRqGuf8nISq9cQ67Uz/1v6V524188s2SGfZF6MZK7rs4ltrCSyvpRXPrvNxaXezm3RUB0AatOjOZ6Rjd0WO8LzqTYdencYZZ2S3Si09hTg3gVrtIHVWsay4glNYk91iTFe2/tKitlVPa/hgj2+YJ99Z9HpkEVQmEfZR4V0+OPSJrGnhrbF3wd/28487D26Dp0HB/WnqtdAF2f4w5nkfLftxRn+Gy6E2EjgN7gJY/dQ/Vjf6jE7dhtyt085wq6ojZfUvvZL2GJgcdoQ558Aq/3+aOBS4IdAhZltlPQj4DXf6/wJsC8wBsgzs13YOn5wtrJ7uEvbNOCbki7bBj3bLE09AaAqUdLwSuo4CS8QaIm0hslQrUEHaD161IfIDrrg7o4+L6at0FzO8CGYDccNWQCzdUj1iyItdcItpHG0T5kA3IJZthBq8yX9ErfoBbhoDgvqcdXuQGmqTtwkt364SBAAH+J63WdKegWYhhuSkldNfVuVBQ5hy5X0wuobtZD+UNmRHvYhznAg0Dpe+q1BB2g9egQCjUVz/VSqQoqScvakHrie4vpwP7ARONdvG4AHqsl7OdADeMZv3YH69LiuBtr5/ZQjuwBIBQAczmZH9qtAFPjEzKqLlp2t7ESCA1xvmuphX1X+Za15Ig1coS4QaImM0tk71I/S+tAadIDWo0cgsL1orrf0X4BngZ5ItwJnA7+oZ10DMDsr7fjXSFOzZfTLJV9bz+ukcyfwvN8/B/jUp90oqQAX6i01jGIBsA7YNyOecGZ9W5Q1s3ly7AN8H8KqDdWRLT5lU1HXOMM1EmlFznKIqBbIoDU4Ya1BB2g9etSHZDM/nDJjKadoy22yI9E8b2Gzx5AmAcfhej/PwGx2PWsrQzoSMxeH1y3CUZYto6TXgXPMrMgfdwEeN7Ov1HQBny+1hPN6XM/zGj8xIQ4MMbN1kmbhhk8kgcMkXYqbeJcHvA18BnT08YOjuPjBZ5rZkZll/bVexkW+MOBb23RX2ijb+mDpkldBfkE5OfmVRHLimIn80gryYnVb8rIx4gwrr0eD62huOuSVES2ogPwYRP1jJSYUbVlLjUQKKtyPk0gMFMMiESK5UFBHe9ghyEv7Q6mF/tCKdy8kXhAlkR/FvAoWES1t7a3WoEdr0GHXRB86Kp/2sSg5Eff9iFZ13nIg4namMZzednl96ZGXpH1eObH8CogJYjEUazm9EJ1zK8gtqEB5SSyWg0XcRLvmHtLdXNEk/gw80ShLMkvDgIeATjjHei1wKW7iWUZWTTGz/WtLCwQCgUAgEAi0DZrLF58M/AJpno8RfGC9azKbitlQYD9gX8z2z+YIe5KS+qQOJO1OHX4bniBd216KF0rxXtL6M6UO7Vw8YDtR+kYq3yjppx2lyg5S1eHSY9nqOk06JFVXFynZTpoo6YEuUrkkO1L6ZyrvUOnmzlKyg5TcW1pc11sSCAQCgUAgEKgbzTVM4iHgIaSuwFnAbUh9MBtY5zqkb2D2KNIPMtJT1/hTllI3Au9ImuCPjwaurO1S7eGBErO/APSS1q+HHx4Hx37kwqVtYgrcdBz0f9ZsSbViw9RjIf8l0B7wWRdY+RGwO1zfHW5Iz7scfnQ0HPGC2fuS3pTUw8xW1SYvuFiA2cbPjtLZvJ4crf6P32qWFLYmj5xiUbVrJQfusZDcSIL/HPov7fXszZZMRihfl0+kOEpu7xJOGTCDdtFKfrPvc3WKy1hbHOKmkGH5JfuZJaKsXtWNouIODB48l25nrILcXGInLtbyS/YzkqK8rICqylx2HriQdsclsNw8ckbN3yI2ZOb9NDNV/SPPlAvx4QdSufvhRNfOJXfpZ5BMkDNizqY4w6kyJUVTt8pTWvEXA0hUFWFVG7c639D7CFDbvWyM+xiJJuk8eBHRPgb5eViHThCJkDNynqqzx5QOAA21h+UXDTWzCCtX9GRdcSF77jGPHmd8ATm5xE5boeUXDbVIToIu+35OpH8hRGNYfgEAOaPmC2D5RUMtmhun68iFVB5wBNHidUSK1mzKU5s9NIZNL79oqCWTURYv2ZUvN3Zi2IC57Hbup5CXv0mPaG6cricvo/zAE4huXEFs9TJIJskZOW/z+TPXUnrEN3ZIexrywq8smYxQUlSASqJ06rOeiwZ8SF6kiu/t+YaGvPArMxPFRQWoNEaXPuu4qP+HtItUctXgCXWKc97QtmioDgC16bEjPCMb2hYtwZ5Sz/nVq7qzoaSQQXvOocvpRVh+wabvfnPbE0Cd3ldAZXke8coceg5cRMHIiHtfjZzXIuxp+SX7WTSWoMv+89Cgnd0wiYjrl80ZOa/NxRlOsQewJ9AXmLWNZVPxgTtkOZfVIMzsFb+626G4IRXXm9nqbHnTedZsY2o/Aon2MP5Fs7d2TosVfJJ0fgIib8LnXSU7Ak6IweKxMGcUDJoPj8ehYKbZfqkye0iRjm4scf9pMLWvi26BpEe7wj8rIP9deKOTFO0Pk+e7SBmBHYiys/1vqWid10PZitxHfgw5Ir7/QVT2PrSRJAsEAoFAIFAXmscZlm4DvgZ8DjwJ/AY/qa3OmKWGE4zF7N2M+o/IflkJOBHob2a3SOoj6WCrw8p3h0lPTIZzCqEiBpMyz5fD0BLIPQV6r4TfTYWnF5v1OFJ68B2YUQk5R/lwbCOlX78Pv4gAK+EK3CS5jwXxIjgKGHMY5L4E0R5wu8EVa+FAMwsRJZqRbBMg2ndzzmvS4pStn5G1XGphjqqK7L+71rw3kFhuFZ16zA/OcAsizAIPBAKB1kFzjRleAByG2YmY3b/NjvCW/LWOaeBWvjsMuMAfb8StfFcr75udV2EWaQfFy+HBzPO5sLgzlD5rtqQnXL/eTegjBlcWQbuB8MYYc6svvGF2U5lZdHf4tLcLmbYUOCUCG8thMPDnHJhVAMkFZj9bBDtXQkRSmOi3g5JIVv87Jb50HPGl47CS7MO+8wpLyWlftukv+0AgEAgEAk1H0/YMuyEK4FZZ60PaZDYAzCZvQ12HAYcDPTLGDXfEhS3LxiFmNlx+5TsfDq3Wle/OlLo9a7YGIAfKo86J3oJ28Eg5/Pl0KW8jfL8QSgDWwsR+MP8zOO5MqRuQeNasSFLeUNhg7gfJBqAsAV06wfvALc+afbOjlDhT2u2rMOQdN/Qja8i4QPOTrCHecP7UNyAao3LQMOI9hmx1Pq/bepQTx/L7ZCkdCAQCgUBge9LUwyTurOGcASO3oa5coBCnQ/q44Q24RTyyUaW0le9Ux5XvlsPfC6Wv4S5U3AWu6C6VroOCt+HBQ6XTPjA79yBp7DjvBB8FX/+qdMoXMOxIaNcFRvtxwfcXSjcWAotBFe6HwU67wROLof1yOHxPGCDp+P3gnddgsQH9YUKR2afbcH/C37hNiNW05HLcn0tWE3NXhiLNEOIwEAgEAq2GUTo7LLVdT5onznBjIu2O2aK6ZdWFwHm4JY8fwq98Z2ajt6OEgUAgEAgEAoEdlOYZMyzlIF2L9JTfvou0bQvaSP/n9+5GemGrbavsiuDGKv8E+D2w/Aa4bRY8US7ZM1I7gDHSrGlS/C2p+GmpA8Cz0uvTpfhEqeJJaTDA09LfPpESk6Wq0dLJadfZRdJkubjBsQ+k8iLJfigtl/SYpJxsZf8u/WKKZFMke1z6EcBo6YSPpcRUyX4uzdW23qNAIBAIBAKBQI001wp09wE5uN5ZgIuABGZXbEMdB2A2CemYrOfNJmQmSXrfzFJLHfOU1NNg5z1g8gLomIChu8P4g83yxkifVsHcJHx9D1j3OXQUPJUDfU8x23uyVPU57CW4pAt85zizbv4a+UAB8Cww6nY4dRd4LA8eORvmA/MnwX8yy74nlU+Cyx6Hn94Bgw8zy39NWvMcFB0Lo/rDvAPh/Lr2YtcWT1CSVTeM4vXkaO3zk7ssUgWxMiNvg9F52hrWHNidVcdVsvDinwpgz5vuMsUhVg45G40uc8tZNyif8pM2MOuMm2uNaVhbTMTGkOHRIZdbRTJCSTzGmoocpq2DfoURfnbSWHr+e6YeHnK57VK4kT16f0FefjmVlblUlufRa6/5FP5hWa06bCy+xdq1H0BZ+VKSlUVQvoqcVXPJmfQBsUvKN8UZrkqUEK8q2jLPlInELirT+u/3tbw7fl7t+dpkSI99m60tAWq7l/W5jwMKxQ0njaPnv2fq5QPPt0MOnEKn4QuhS76LG7mulGRJhNzratcBXGzsmvSoTYcH9r7CyhNRNlTFWFke5a2iDZzQrSPfHTGBXo9M0ysHnWeHH/0+7Yatgi6dXcXrikiuhtzrywQw/SujrP8/OpHssAuxtfPIWTKX5EcrSJbnUnDTmnrbdCq+d11s+r69vmVrKnKZuzHGc6XvcWT0UE7frYyTDp7Izg9+ojcPO8uOvHAMycP3p6pHf4hXkLNqAdEZM4ldXqHZXx1huz5+NJFYIcnKIlS6nNiaBZtsclt0yHxGNJY9Db7FnY9WQqwYOi2qoqRnjMSZa5l6ym816Dd3mRIQqXJ1tF+WJFaRpOyKIiadfGud4lLXpsf21gGgNj22tw5Q+zOyoW2xIzyfatPhsX0vs3gyQnkiyvqqGLPX51ASN/527mt0v/fTbbKnbO/NxrAngLq8r2YUFTK4YylfPXgi3Y+ZC/kxkisTdXrOZtpTakjFtjyfGqMt9uq5nL2PnUhkxC5U7dyPnC8XEPl0HrErKpotznBzRZM4CLNLMHvDb5cBB21TDWaT/OeErFt2XpN0lg+xxtlmK88xm546GYHvrnQOK+XwSHs4KAkXr4b1XzMrjcOvukK/0dJucUieYzbvbLNfdoGOz0p5H0mVT8KIp+BPz7jJffwYKnMgNbtqbB8YVQV2LtxzDtzcCTpLOqMAYt8z++97sC7fj+XuDp3vhX+eY7agEhKD4SvbdI+2gbH2VBhrVA8KRv+uxkgSdWHjim6NJE0gEAgEAoFtpbkW3UggDcDscwCk/kA1s4uqQfqEmpZSTlvcIo0f4BbriEsqxy28sSmERQR6Jv3CFgaLcqFA0DfundkozPKO6pBK2DRjKgI606xitHR9b3guD2KnuIlxAJ21Wc71A6BvFVQBTwH3Rlzv/HPT0hbwUNpnwstTAVV93eIkjUKYXNc4lH7tB+TWNHkOF4M40HZoDd+t1qADtA49WoMOrYHW0A6ZOrQGnRqL5nKGfwy8iTQf5/PtDly2jXWc4j+v8Z+P+M8LgdJsBcws22p1TJHiAElYmQO7+eQ+lVBusDAG+QAJGFzunOAZuWn3LuXpnmN2z8fSXctg/jKo9MlFtnmR6I6fOyd7BPAoLrpGErYMaWFbfnYEyIPYF/BF9lux7Yy1p8IXoRGIrZgC/fvWmCeiGAnCeilthfR/WFrqd6w16ACtQ4/WoENroLW8M9OHRqTvt3WaZ5iE2ThgIHCt3wZj9uY21rHIR5E4ArOfYPaJ335KxnACSQMlPS9phqT/SNo1W5UJ+HsP6A9QABeVwEcReLgbdHpWyovBb9bCwnPMlsQgMlrq95T067WwHuBp6eEiWL8z9BuyOdzbR1XemQZGfQFjYxAZCHf9FN5b6v3gcqgaLZ18KHT2DjeroehquHK0tHsuxGbDK9t0jwLbnXjnvg2uo13X9Q0XJBAIBAKBQL1o6kU3DgIWY/YlZhVIw4CzgEVIN2O2th61tkc6ErN3/DUOxw2FSOd+4GHgLeA03Ap1X3ta6tAX1gyAaBLWL4A/rIIF06R4JyhfAYedbbbxOWnCACgpg8Qi2B9gAdy/J8yrguTncPZoaY8BcMG7MHAqjPsj7H8yvPo/GL43FBTDlffA6mtg14/gxdFwZQISf4CHT5O+9R/41Z7w0t+AO2He4dIhT8JFl8OLObDwSTeW+bl63J860VZ/GZo1bLx++x5Hblpuub50HLGKMJCiddHSv08tXf4UrUGP1qBDa6C1tEO6Hq1Fp8agaaNJSJOBUZitRToaeBz4HjAM2AuzbW8Z6QCcs9vJpxQBl6evZidpqpkNSzuebGbDCQQCgUAgEAi0aZp6zHA0rff3POBezJ4GnkaaWq8aXVSJoUgdAWGW7T/nfEn7s3luWkH6sW3LMtA1IGkIcC9uMuA84Epcb/S+wDAzm5eW91rgT/6wHJieVu5yXNssAXrihlIsM7PejSFnIBAIBAKBQMDR1D3DM4BhmMWRPgWuxOytTefMhtSjzjzcUIu+pDv3ZrdszqLxVB95wsxsW5aBrkEU5ZhZld9/APgbbtLbbcBvM5zhDma20e+vB+4ys5vTyn2MG7/8S+C3wGzgaDN7vy6y7PXszZZMRihfl0+kOEpu7xJOGTCDdtFKfrPvc7XGE8yMqZg+icP82IJjTrrNInEjUpEgWlIFs+ZhVXFWXn0I0/56vRpLhmzUVYYLu15riSRUmVGaSLKAL5lb9ga397uAH8z7m27rf42dMng2XbuvIZKToKosj/VFnaiK5zDs9Vdr1SFhj1kiWUFVVRGJqiIoXU5s3SJyJ71L7MKSLeIMJ+LFWfNUvbGHJY7+SbXnG3ofofYYvttyH4vjCRZpxRb38bnh37BRJ44jf4+10KmdjzNcTPm8rhT+bnmtOkDtsUZr0+GkwmusNBmnmDJWRpexpHg8ObEe/GLXs/jVwrv18oHn28gzXiU2MAEd/JD+dUVUzCqk/a0rBLDuewMs+ouREM0nWrSA3CVzYPoXTH56FIdMGNPgtqhLzNX9219kU0v/y6D2pzI01ptueaJjjjGoYynfnHWfPjjmVDvwyjeI7zucqm79ULyCnDWLiH48hdiVFSq5cSfjlzdgFt8Ut7qx7Sn9+ZAZktHMarWnw8+5w5SESNyIVCbJX1EKcxay9OphzLj9eh16wZ2GwASRBMTKkhR+/AXLzurPtL9cL2jcZ9z20AGgNj22tw5Q+zOyoW2xIzyfatPhsu7XWUSu9yuehI3xJK9XjuVHOx3Hrxbe3Wj2VFPs/tp0AKjtfXVC++/YIi3nz3vlcsCw6XQ5fAEU5lExNZ/2t65o1Hduui5j7alGs6c/DviOff3gifQY/hmRQ3pTuetgYmu+IPLxTHK+03xxhpu6Z/i/wASk1UAZ8DYA0h74SWj14HlfdhJkn7JvZiPqWfc2kXKEPRXAYjNbofSwaW7y3v3AyZJ+D0zE9QjnSSrGRZl4E/ijmd3iy+biolPMaQo9Mgnxh6unMr4eqWFfI8Wras8UCAQCrZTWEqmhKYgTx7kEgcakaZ1hs1uRxgG9gNfY3C0dwY0drg+7YXZiTRkkfS1TEmA1MDXVO9tYSDoN+B3OcV2Ted7Mlkp6CjecYhRwA85xnoqz8MuBNba5Z/tk4BKftlV9TUl4WG1NXRzhEGc40FppDT+Ugw6BxqCp3o8JNW3nSVuxraYNrSa1AyZh9ixmJUiDka4HhlD/cbvvIe1bS55TM7bTgB8B0yU1yhCJFGb2grnhHkvZHAs5k0eBc3DLK0eAYuBc4Gu4ZarvTcv7MrAPUCjpp40pa20E57d2qsq/rDVPpIE9x4FAIBDYsWkqpzFqOdv9Gm3x3d/Ub+lXgG8Cc/3QiPeBx4BTkA7C7Gf1qPNI4FKkBbgeVgGWvgKdueWet0LS7sCTwCH1uG62+vLMLDVUYwNuKEg2bsb1Hv8c55xXABtx0TW+xDnqN0lKrdNbiYs93Cw9w23xi1FXLFFeeyZSC28EAq2LbGNVWxpBh+YnvGPqTqwJ3La2uNBLUy+60QWzuX7/EuC/mH0POInqe1Fr4yTcAh4n4BzLU/xnrZhbtKMxf2adKGmCpAnATsBrkp70sj0k6XRJBwK7AMNx44YTQBfgq7gfJy8BJZL+hRtqcQkwFygzs381oqy10pIfrk1FNK97g+uo7Lt3I0iyg5FM1p4nEAgEqP5d05LeQU3lNCrdbWvKAAitnKaOJjF9U4+t9C5wO2bP+eNpmA2tZ71DgaP80duYTatbMQ0GHjSzw+p13UAgEAgEAoFAi6ape4anI93hxwnvAbwGgNS53jVK1+GGWvT026NI39syi16U9ELG9g5uPO4Par+EdpE0WVK5/IwpST+W9I6kxyTl+LQL/ZLP5rd2Pn2WpLikYkldJL3v9/dIu8bv08rt5NNGSir1aSWSOmSTLxAIBAKBQCBQP5q6Z7gAuA4XTeL+TT24bgnlAZg9Uo86pwOHYVbij9sD76ePGZZ0TEYpw42/nQucam7hjxouoXygAHgWFwGiC/CQmZ0s6QY2L5X8Bm4i3DeAPwAdgKHAeDPLk4utPBe4grTYw96ZngBcg4sv/Cszu1XSx7gFO44G/ge8a2Z1GgKyz/M3mZkoWVuASmK077OBCwZMIj9SxY/2flV73nSXKQ6xcsjZaHSZW866QfmUn7SBWWfcXKeYiJkxCTNjETe1DJmYmdrl9bdYJI+I+71CRWID5ZVL6JA/kA1ls3X3oKvsK3vNoEOX9USiSSpL81m3rjNfruvG8ROfrFWHauMMvzWB2JUV1ccZXr+E3ElvE7ugWBvW/dhyOwzcOs7wlPeIXVDc4PsItceGrC3OZ0FeX4sqj6ifDFiR2EhF1TI65g9mfdlMjT30HDv8K+PJ7b8ROvrV0ItKKJ3Rk453flGrDgANtQcpVoMtxPXmYWfZ4We8RrR/BDp0dEM51hVRNrUrHW5fLIDSX/a0+PfOgkjMxRle9jlMn89L95/DGZMfbRKbjijfjim4hN0L8umYC7kRozIpPt8Y56XiezTzpJE2+PJJVO21P/EufbaKMxy/N88qL7mdZLI8a5zhprCn2r6XJ+70HVMsCtGoSysvJ7F6DbFeO/O/pX/ViXv9zJId8knmxUjmuj6b2MZKIutLeeWz21xc6u3cFg3VAaA2PXaEZ2RD22JHeD7VpkPvDqOsU7IbhdaeAj8yco02sFrLWFY8ocnsqaY4xAC1va+kmF3V8xou2OML9tl3Fp0OWQSFeZR9VEiHPy5tEntqaFv8ffC37czD3qPr0HlwUH+qeg10cYY/nEnOd9tKnGGzMpyTmJn+HvBePWsVbDE3KcHmleZ89Tah2sLSXUCNzrCZlQPlafGCDwbG+/2xwNeBWcAnZrZc0v04Z7c9zoFeKOkq4HPgIGB/4CLgj5KWADNxYd6m+AfXQb5XuRcw38wmSlrny+6wtJWB9ulUJUoaXkkdJ+EFAoFAoH5EmvyP8EBLommdYel0XFzge/zxRKCHP/sTrF6j5R8AJiI964/PAP6dcd1PqGYFupmwcz2u2RkXLQLcgh9dsqQBlOBCrPUFzsSFVDvSzF6RtAb4ADdU5Ra2nPTXxW/RtDorgYbP1tpOtMXZp3UlxBkOtGVaw/OgNegArUePQKCxaerQaj8Bzk87zsP1drbHObXb7gyb/Qm33PKRuB7hyzCbkpErFaniGv+ZGo5x4XPQpx5z+YuAXf1+R39c5PdJ+wT4FBgCPAj0A1LdgG/ihlT8IaNsqv51uF7uVHpeWtkdmpY0A7ihVJV/SU5+zb+nXFi1rIsjBgKtntbwPGgNOkDr0SMQaGya2hnOxWxx2vE7uFXV1vixvtuOdCgwc9OiHVIHpEMwm7gpC4wB7GMYcKAbqpBasU7vbumE1pWPgO8Af8SNIf4AFwZtiKSoT0v1RC/D9fB+CxdS7SOffirOUb4e+FVaWQEfmVmppC99+sG4nuf6DiXZbmSuX97WqGuc4RqJtKJFOUJEtUAgsAOSDA+nQA009Vu4yxZHZt9NO+pB/fg7LmZvipIsaacADIGXX4Zfn+wmqTEGhh8Av63tAn6C2/9wk+FexS2W8ZaPSPEF8H9mVuVjA7+H6+0WbrjEQmAecAyup/dQSTOAfGAt0A54C9czXuXL3SQpD7dU8wvARKAUNzFvh6Ul/gXXJa+C/IJycvIrieTEMRP5pRXkxeq25GVjxBlWXn1Nf8ehQ14Z0YIKyI9B1D9WYkLRlrXUSKSgwv04icRAMSwSIZILBXW0hx2CvLQpEzvID61tfTbEuxcSL4iSyI9iXgWLqFGDwm8r9Xm+tQY9dkQdtpVdE33oqHzax6LkRNz3I1rVuZrBkzsu7fL60iMvSfu8cmL5FRATxGIo1nIc/c65FeQWVKC8JBbLwSJuol1zD+lu6mgSjwHjyVw8Qvo2MAKzC+pR51TMhmWkTU+PJpGWfgBwP9AJ9zVYD1zegKWgA4FAIBAIBAItmKb2xa8HLkN6E+lOv40HLgW+X8865yNdi5Tjt+twoc42IWmjpA2CNwX9OkHXztBNMECbo0JUjzQE6T2kt5Ee8Nd5H6mYtFjBB0i3RSWLShbzcYElJXyc4G/4urr7uiYgvYBUIOnaiJSMbS6n9LL/J81E+mY9708gEAgEAoFAoBqatmd401U1EtjHH83E7I0G1NUT+AswEtfbOw74PmYrs+TdCfgdsAtmJyHtjYtR/O+t8m5ZLgezKr//APA33PCI24DfYjYPYIX03E7wddx43/XAXbjYw2OA75jZo7hxwYZZEukmYJbgFYNC4Nsx+HECbgd+/V945etwuMHVZvbottyW5ZfsZ5aIsnpVN4qKOzB48Fy6nbEKcnOJnbhYjw653CqSEUriMdZU5DBtHfQrjPCzk8bS898zdWHXay2RhCozShNJFvAlc8ve4PZ+F/CDeX+rU0zEHUGG2mJsPjX0Ytu//zwKu2wgEk1QVZZP0drOfL6iF6dO+k+tOlQXZzj26tvkXldWc5zhieOJXVSmquRDlkhWbD5ftorohsXkfTqJ2CnLG3wfAWq7l3WJb1n9fYxr2gnH26AjJ5Gzeyl09mvDFG2k/LMuFP6udh0AGmoPhfmDLT/akTwVElGUSitlZcmHFOT2obRivj495Rjrf+xHRPrkuDjDAOvXUzkrj3a/XiWA+OhOVnrc5QBE184l58sFRD6dx5i/uTjDTWHTQ9qfZ3vn7ETPfNEhx4jKKIuLKUWVvFH6D3156b7W/dQlVA0eSrxbPxSvILZmEbHZ04hdUKzKd/ax5KHXbW1vc6buQPaU+l5Gs9qTFLNIpAMd8nrTPtKNXLXDSPBFyTskk8VqimdcQ3UAqE2PHesZWb+22DHsqebnU0uwp5S91KbHz3f7Dif3XcSe+3xKp4MXQpdCKidHafeblTuIPdWsw9PDLrIjh0+hy76fowP6UtF7b3LWfEH0k0+IXVbeRuIMSwcB3TH7H85JTKWfCizDbNI21+mc3vNrzed4EDc290Z/PAd4gsxQbFtfI33AYAWwGLMVKK3dpP47QQ7wFFKlwHaDD76AXwu4CkYidZebNPcCUoeO8MNcmGhmo4GNSMhNQRpvrm3aXQ75v4EfI32I2Zw66hmoBzX4zdXSKHGGA01LJMQb3XFIkM0Ja1m0Bh2g9egRCGw7Tf1WuB2YnSV9tj+37UiDkMbhJqWBtB/SL6rJ3R2zJ0nNeTeLs+WCHTVd5zR/jZ641esy2QkYnAOlgtOiULgY3gV+lw8Fe8ABwF/M7JWO8Gl7KKmE9qvgbFe9nhDclIRcYBIupvB+5VD+FPwHF7ki0AIJcYYDgUAgENhxaWpnuBtmC7dKdcMMutWzzn8BP8NFYgCz6VTfU1yC1I3UHFIXlm19NXkzZXwBsyG4RTROyZJjPfBRldnZBgXtnMP9IDA2CpHpLoxcEmADfKUEose48cqXu+rtPINfR10s4QdxsYZnGdgH7pr1vT+B7UhV+Ze15olox5jRHwjs2LSsyCPZaQ06QOvRIxCoG03tDBfUcK5+cYahHWYfZqRV1xX3A1yosgFI7wIPA9+r9QouzFmKDUBZllxzl0AvPyZ4WNQNp9gIXFUFVcNgBFIeUi4utNu01+FooEzOQQcgkirnlq4uBhjkQtJtyLxgoHEx2/bhSo0SZzjQtCRbThiiQCAQCGx/mrrLaizSrcAvSJ+5J/2a9DHE28ZqpAFs7u09G1ieNafZZKRjgMG4eL6fZYwHro4TkX7g9+cCryE9iVv1biDSHzF7/lgpb753xA02ToOb82BeJUR/AHs+BlMq4O182KkM5uwOpVEXSWNkVDpboHxIrHBxhYnCUUDePPjLTjB2RT1vUGDbidRx/HBjxBludaQ7m8lmmw/RqDTHPOO2R2sYr9oadIDWo0cgUDeaOs5we+A+4GBgqk8diuspvQKz4nrU2R+4Fzgct4TxAuBCzBZVk/9woC/pPwTMHt7m6wYCgUAgEAgEWjxNO0zCrAT4OnAZblzsg8AJmJ1fT0c4ClyN2SjcCnZ7YnZkDY7wI8AduB7dg4ARwB1I5cgP7JR+jPQO0mO4led4WPp9Oxcr2Ea78GwcIC3qKFkfKT5e2tOnvd5eineRKs6QBvv6nkcqQhoFcKbUob2PH/ysix+8G8Ax0nsdJOshJf/jomtwsvRQoWSdpeSfpZ9v8/0JBAKBQCAQCNRIc8UZnoTZAY1U1xuYjaxj3tnA3puGaEj5uHHMzwKjcGNzH8LsZKQbcIt3PLcKJnwPrnkZPl4Ev7oE3ngP3l0NnYbBJ/uCFcN+r8O6UdBxKTxVDH1nm+2N1Av4Nm4C3dgRkv4AH58BAy+HO38HPc+En46D9eNgzx/A33PgoDfMOnaSEo/BBffAAQvh+tlmuXW9Lcsv2c9IivKyAqoqc9l54ELaHZfAcvPIGTVfDw+53HYp3Mgevb8gL7+cyspcKsvz6LXXfAr/sEy39b/GThk8m67d1xDJSVBVlsf6ok5UxXMY9vqrArh70FX2lb1m0KHLeiLRJJWl+axb15kv13Xj+IlPakeQobY4wrXFIa5Nh4Q9ZhWVa4hXroayVUTK1hJbtwR7YTYFv1q7Kc5wecWKTTGEI2Vria1fRvLpT2n361WqTNxvm+IU+/PRjSvImfsJsTPXNPg+AtR2Lxt6H58aerEddcBkOvVfSrRzKcqFZEmE4nm70vWeebXqANBQe0jpUNh5A9FYYpMOy9Z25ysfPqGxh55jBx36EQX9VhDpbBCLYhvjlH62M53uWuTiDP+30EpHXoDiFeSumEN0yQISs0vJ/2kZZvEmsek/D7zaThg0m05d1qNogrLi9qxe05VlG7pwxuRHNe+MI6zvKR+T3HsQVT13R/FKYkUricyaTezyClWNH2SVh15FomI1VKzbZG+xuTOInbWuRdjTs/t/w4b2/5zCzqnzeRSt7cKCFTtz8sePb4oLuz3boqE6ANSmR0t4Rm5vHYI9OR0AatPjyaGX2D67LCaeiHLTB3vy3x/+h5w+JZRM25lO/7ewRdiTFLOnhl7AMQd/ROevrKBqr+HEVi+DWfPJuaqi2cbVNVfAzQ98zOHGYIpfye0ipK9t2rIzA9h505FZOWbr0s4fzOYV6cYChwKDesDUx82mGFgOHFQE1+0HpZht7Ab/mg67lMGlu0LyOejyI3hpHQw6U+rXAb6YBZ2PhLv3kaaPh4JDYQXAZPgc2LsELt4FEgeZzekCN8yG9mdKu+WAToHR/zO7YRnEkDo00j1rk9QnjnBtVMbrFowkEAhkZ3t8L5ua1qADtA49WoMOULsebpWOHVvXltQWzRXz6Vjg20iLgBJcuxpm+9Wjrq64uL/pvcMGPJMlb3dgFtKHuKgNmXRmc9SG9bie4vQ0gC4JUCdfPgcWbYRoF+hjbszy378Kna4Ae9ZswZHSg6PgO6WgI10v9E4Z9UUroW97H/s4ArPKQFUwJN/dE0sp5OXZWMf7EmgirJY4wolkNlMLBAKBQCCwI9BczvBJjVKL1AO4B5iHWVEdStxcTfqv/WcRsKvf7+iPi/x+iqIolJXAcIAq6FMIyVxYWOruZ8FkmJbrepmJwZWr4Ypj4eMxZnGkdRn1JXNhYYnvpU/C4ALXAz2j3P/4g007ddEx0ITEK1YTiRXWmCcayaMuIUsCgUAgEAg0Pc0zTMJskZ/kVobr9Extdef/2Tvz+Kiq8/+/nzt3luyEAIIKsigIgoCigktVxB0XVFyq1GqtbW2t1W/77a61/dpfW2v32tbW2lb9tt+ixVprteKCWhWVRWUTwr6EEEL2ZNb7/P64kxBCkplkkszCeb9e85q595x75nnOfebeM+ee8zkitwCrgZ8D6xC5NInvXYK7HHJR/LU2vq+Vd4Az45/nAG/hLtk8GRGPuD2275TALz6AfEQK98Gtx8OuAvhTHQxqhPWPwkdHwHaAfbB0KtS8CdPniZSh2kxcb3k6jAPWFMCfdoHnA5GxNXD/sdC8SHVHBPRfIldcKPLdERBD1WgNp0BvdIQTlhkxHfUGQyr0x+9yoMkFHyA3/MgFHyCxH+4j48z2NZvORXp6ht2G6wPA4cAe4CjcJZmP60EpXwCOQ7UqLq/2OO6CGt1979W4yz6/gtvZ+nNEGoCRwPPA14BXEXkd2Ab8BNVIhchjkyDSCHIU3DMD/CNhRzE0lEDs4zB9DrAA6g6DT/sg9jq8drHI3J1wYgVs/S+QV1yN4sGHway94P8FfOtt+OeLqg1nirxzKmwMgP4ErgQ4Ff48H560Qe/e33vdJ/RFkJb6QwTygngDYSxvFFUh0BzCbyfXD5pOG5LVEU6EFRiaVD57zV/xBpuQZvdFQyNVW8aR3wc2ZMK57AtS9aPVB19eCPHE2nzI84b7yMLE9Om5yAsiojhRm7xAkLzmgTkXufC7hL6Lp2z2AdLvRy74AOmLJ+jcj95Ykyvnoj9Il5rEe7hjfBejOh2Rs4HrUL21B2UsR/WELre7/t5zUd0T3x4at2Fqj30wGAwGg8FgMGQ96VKTiKBaDViIWKi+DEzrYRlHIvKzttfB251htTWEXVwbErBQ5PPvi0TfczWF654UKfpAJNbo6g7f0JrvCZGvvCsSXi4SeVLk8S7KOuV9kegKkehrIs5QkaUi8sibIsE6EX1S5DeteT8n8q3/iDjviji/EdmeXLUYDAaDwWAwGJIlXRPoahEpBF4DHkdkD/FljHvAlzpsL0vimOcQeR74c3z7GuDZRAdZ8Mjxqj8DeEWkTuG/1sHZ1fBM+3yHwz2bYex81R1ddVHbsHIrBC4F+Sd8+BDsuQJ4HO68GL7cPu98+OIuOG2+6psnibz8aZGhqlqVhJ+ca83vssv/BWehjP3LfaqOoNV+vI1C5IgwM47egs+K8b8zfysTF31LHcciWBPAavTgG9nE3HGryPeE+c6UpwTguL/fo6pC0748pMmmYFQ9141bRsCK8MVJz0t7GxbrEwfYoKoDYkPFjcerxjzsrSqjtrGICRM2UHZ5Ffh82BdsT6jLmEiHOPzTPBWvg3Py8YTGnYVn3wZ8Oz8EJ4b3rPVtOsOtxzTVrjwoT0wfV0ejhEKVOMGqg9JTrUeARHXZF/VoeRwGTdiKZ5RCwI8WlYBl4Z1dntAHgFTjoWLBVFW12FM5jJrGQo49upyhl28Drw/70kqpWDBVLW+M0ikbscYWgsdGA3kAbVrHFQumqscXZfDsLYRPPA1PYw1WbXVbnoGI6YoFU9VxPGzfcQS7G0qYNm4DR169DvyBNj88viiDL9pFcMZ5eBoqXZ1Ox8E7u3x/+rx9NJ92Q0bG0+Sn71bHsWiqzUOaPJSMqmPBuLfxWxFuP/Ylmfz03aoqNNbmIc02paNqWDD2bfKtMJ+esETgwGtcf5yLVH0ASORHJlwjUz0X2RBPrdf5vVVDqG8qZPyx6ym9rBYN5LX99tMdT+BqHSe8XwHhoJ9o2MuwY7aSN9ty71dJXGczIZ4qbjxePXaM0unlyPjhqOUBy+2T9M4uT9sg43Q1hi/DnTz3BeB6oAT4do9KUP1jj79V9UuIXAmchjvk5iFUFyU67ErVtllSMYgpvDJf9dVXZP95Wyhy7SiwjoKNb4roDjgP2D4O1m+E8X74i0DevLh8nAL/ErFi7h+Csb+ElafBEB8gIo+Nh9/8FQJeeOkdEc8VsPxvB0qyJU3HH4Wh7xC/g/hA7aTXQzmIUNhtbGks2FdmGQwGg8FgSJL0NIZVmxA5CjgG1T8ikg94elSGyE9Q/QIi/6AzJQrVztUlVJ8EnuypyX8T+b8pMD8PQlYnvdACU4eD720YacF3S+HJOapDnxT5w3BYFQDvbtz5Uk+I3DsJvjECuBxuwV0M5F0LoivgDOCZ/wHfaPBcA/f74ZYvwownVY1gbYbRclV8mLsn0OsyfI9+CbxCdPpJhEfO7CPLDAaDwWAwJEO61CQ+CdyKu2DGOFxt318D5/SglEfj7z9M4vteR/X0uHJE+4Zz62IfxV0c2cYVqtcA12wVqRL4A3HFh1YUtm+D5vmqO54QuXMQXAtQBrceCbeshOfnxVdnuEr1HuCeZ0RW/xycS2EnMDcfGqphAnCugLMNnOdUvyoi37gHIiIyXVVXJPQ3A5kjV6XbhH6hoMxtvDoapaVuVad5IrEm9z20t9P06jeOwfZFKBm6KWFjOBfqMRd8yBVy5Vzkgh/Gh8whF/zIBR8GknRNoPss7lAF97G/6gZgWI9KUF0Wf18CvIm7+ts+4M0O2sGgenr8vQjV4navomQawk+IlLV+jkJQO1kFzoJH88G3SMQPfKHeXVmPeli6FjYdBec8IVL2hMggABHxx6BeoTleDy2NUHqU68u3r1KtCEFsociRf4Vzg24jvqVHdWQYMLpbZS6680WiO19EmzqfA+kvbMZb0NI2ftVgMBgMBsPAka7GcAjV/eKfIjY9XXRj/7EXAxuBnwG/AMoR6XyFO5FHk9rXAQt+tSKuAOGHIh/c8rpI87FQNAH+8DeRv16p2rANFo+FpnHw1Wr41EKRucNhWgwmbIVnCmElcOcKkei70DQITv6UuwzzYc/C/50GBZfBqb+Gi0Tk3Ofg9XGwfTz8ayG8pqrrelVHhn7H6Wa8b2DlSwQ+eBW7dkun6f6yOnxldaYxbDAYDAZDGkjXBLoliHwNyEPkXOA24B+9LOsB4GxUywEQGQf8E/hXJ3kPXNTDbYSfmOgLrlC9upPd+QDDgePjO+aptjXCp+/P1zqzal67Y+9p/VCxf98trR8mAp9yP77Quu/HiYzsBvO4pP+Jj4DpnGg8zYl1ni6KWJktSG4wGAwGQ66SrkU3LOATuIoLgrv62+/ojTEir6L6kXbbAizpsO+ruKvL5eEOSwAQB3QfFBUCz0LBFarNz4isGQnj6yBYBSOuVG1YJPLCODi7BWJb4firVT98UuTB8fCpCDgb4bL5qs8iMhl4CIgB5cCtSyF0LMhr8H9zVa8FOOhY2LYano7BGEA/hC/Oh59vh5V7YZIHnA3wuytVP9Xj+jEYDAaDwWAwdEl6GsN9gcgV8U/n4i7n/FfcoRbzgQ9R/a9Ojvl/qH61dfMJkWEKw4+G5ZuhOAZTj4JXTlb1PyOyLgIbHPjo0VCzEYoFnvDC6Lmqk5aLRDbCRIEbS+G2c1TLEPGiGol/1yPAgy/AKIE/BuGZ1sbwQcfC8DehfgfMPxE+vwfOnAmBxbC3CHbmw+ejsHi6atI9+Yn0b0PLZ6oefzPRSC1OuBaCVXirNuBd9hb2jUGpr/ua+gpGE4s2EovUQnMFds1WfMv+g319kwB0mefVJdi3hhJq8A6EDV2l28+/hu+OFqmv+ZJ68ka4aS1VWC37sGt2oE+vJe/ufQl9SKRDDK7O8OjiR9jR+EoneaLyxSM+rw/serCLMqIp12O39RSvy76oR/EWQV053urNePZVItVV1L0wjLJff5iUHnOq8ZDQh313Kp48rH0f4q3ehmfvbqipof714Qz+patv2VQ+V/3/WUxkaz7ew5ugJAD+ANFVQQJfqxv4mA7tdcuo3oT39dddP/bersSC5K1+mcjL9VStPwon5mHH7uGc8fpTEn5rmv5ywSze3us9IJY2hxp5q/n32RFPHdNbqrD3bcTz1Fv4v1IvA3GNS9WHTuupgx9ZcY3sZx9MPLk+dFcPHf2IhPaijZsJbHwLa8MGal4fw9Dfrs2OeKr5klqBoTgNm8l/+ynqninGiVls3jCWk1/5Z9p0htMzZljkNEReQGQ9IpsQ2YzIph6Wckn8FQAqgTOBs4AqoLTD9x0b/7QQkRNaX1fBkfPbDRWx4HN7YBNAEB4tgJMc+NheqLtCtTkKdw+GMQtFjoyCM1+1/CrVb5ZC8SIR/zvQtFDkgidFHnnZXdBj+7mulFsbK0VOjIE1HzZfBfZgKEE1EgDvfNVnxsImP3hQ1TIoOQmWT4EdIYguFDk66Sr2O0iga/3b8PiL8HoKujy+oPg4LOm+7Z0oTybYkDB90LT4aJnOSeRDslQ0dy0CMveoHd0em2o9Qh/UUxL12B3J1GOq8ZAwvXQGWN3Hk3fMFWAJaOfX5IyI6bLuFUeCEy/q9sKeFfGURD3197noCxtz4hrZzz4MhI3ZEE/JltEdWRFPCe656SJdFj0M3Imr19vFQMoEqN7Ug9z/BXwSd3zxQSW1frBgmBNXuFDY6oM8gdFRCAJ4YE3ArbPJ4XYr5lkg81RDC0XuHAlP+8E7Bp7DXe75ADbA0BHusQ/hlt9WBiKrgPXt9rXd1MIQwR3zXJ6Mw4n0b/MWfpfYxzrvjQQIR+sSBmyrZFgm25AoPRyt6za9L3SEN13+K2JOY5fp5TVlXaYlY0OieoTEdZlqPbYuHNIVydRjqvGQqo0AwZoV7mSALsiEmA6GKrtNtytXAKO7TM+GeIrEmhLelPv7XKTqQ2ue7vzIhHhK9VyYeHJJ1Ydk8hwK99x0ka7GcB2qnU1w6zkiRwI/x5VqU+B14A5U93e3qX4y/n52F2VEARzY44Uj43tHhV0ZtS222/tMDCYE3YbsKl+7umttTc9X/eW7Ij/eBRumu43WuUDHFe5Wxf+zzQfOV7g6/t2K6mREfq7uOGqcdgf5wKuQtJpEIv3b5ivuwtfNpK+++OeWCTYkQ3eT35LREU7E75efALzVZfrauu5VJFKtR+j/upQEPa7J1OOAxIOTYNV3JwpO10PHsiKmndgB146OZEM8gWtfd2TFuaB7P4wPLiae+oZs8aHbCedpIl3Sai8jcj8is9oPW+hlWY8ATwOH4y7e8Y/4vv2IXNHtK04MfjUUxgLkwYImeMeCP5VBySIRvw3f2Qdb5qvusMFaKDLmCZF790EdwCKRx2qhbjiM2QYFdKILPF91hxfsSvjxMvjDPqhDxB+EyEKRizZAWSjeW14NNW/DCavhcD/YV6t+2NPK6Ur/1u096ppIcHfCspPJk24bEqVHu1gIoyPd6QgnYsGUD7pNd0humFRv6xFSr6dU01vprh5TjYeE5zoJG62WfQnzQHpjOtZS0W26p7Em4XdAbsQT9N+56Asbc+Ea2d8+9IUNuRBPfVUGZHY8JXvPHWjS9VfmlPj7jHb7FJjdi7KGotq+8fsHRL7QIc8l8fdhwKnAS/EvPLsWBo1xlSXqNsP3qmDzeyLREghWwqyrVBueElkyDpriahLTATbD74+F8rgixFULRY4+Gq49Gt4phxFb4YZRcMvLIqHx4GuCa/4lMu1CuKEZNu6Bb1jAUHflvQuKYOcE+GcL6A74CsBYWFsHZziwZC8s7kXddKl/Gx00uk3zrTO0G93cnuRJtw0J0yMNYBcm/J7udIQTMeGft+DzbSAc7fwi4el6Dl5SNiSqR+iDekrkf6QBfKXd56H7ekw1HhLaGGsBT/e98BJJ/CgT0vy7SpAu4f79XUL/x1Oy1xbov3PRFzbmxDWyn33oCxtyIZ76qgzI8HiKNCApDDvsL9LTGO5quELv2IvIDcCf49vX0XGsbuv4YpFngEmoVribMqIUfonqFSfSJjj8zY5fcLlq2zLRra34uMzZpwDadWnbcIDGMGeDv/XzxPj7aTC+43dMhr+3fm7VLR7bTh5uSscDkqSrxxEFQ0/vdmyPxz8kYdnJ5Em3DYnSrcDQhN8BqT/WsT0Bwl0UYSU5f7a39Qip11PCeswbkdyFtLvHrSnGQ6J08Q9Fo12P3QZw8gbHM3f/ByWdMS2BoV2uZgjgFA5K+B2Q2fGU7LUF+u9c9IWNuXCN7G8f+sKGXIinvioDMjuekr3nDjQDK60mcgOqjyFyV6fpqj/qRZmjcFeem4Xbu/wG7pjhrZ3kXYXq5HbbFvD+Afs6/47DAbchDYWoRhH5EnAZsBX4OKoRRK7HXWp6H/BRVOs7KcsLvPoATP8ieOM2NzXDbXkdjh0n8uwWuFABgYqY6uE9qRqDwWAwGAwGQ/cMdGP4U6j+BpF7OklVVL/dz9//C+AY3F5kBa4FylG9PcFxAdwFOxYBc3Cl2/6I6kWIfBlXju0p3OEXZwNXAqNQvb+TsgQYtht+OBzuRbVcROo+B7U/h3Htj60SeXUoXIy78MYbDpyuqm8m42pMH287sU21Kw/SG4zp4xqJNR2sN7hiKfaCFonp4xpzQkQitV3qDbaWcYCeYN0OfMtew76uUTLFhk7Tl77S9h3BUOWBOsN1u3CeXEf+vVVJ+dCdhnD8lHerRbxx3ql69FNvd5EeTbkeW+upu7rsi3psavwQq7Ycu2a7qzNcU03tv4Yy5KF1CX1ofy57Gw+d2lizFd+KN9p8aKpffZDOcGhVAQX3VbbZoI/cTGRHgaszXJoPXh/hZU7S8dBXMd2+jI5+NO9eTGD1EsIvN7Fv40iiUZv6+iKm/vsFienj+sNxb7C+4cAHf1XBGE83/CJr4umA9JYq7NotWH99i8A3atps6M9zkaoP7c9lV35kyzWyP30w8eT60O25audHOFpHNFx7gM7wvlfHMezh1VkTTy3BnTj1G8h/5xnqnilGHWFr+RhOfOlfadMZHthhEqq/ib/fe1DaweN8k0PkT0Atqp+Pb5cCD6B6cyff/7n4hLkz4nseQrWj2kNndgeBINJ2nk4GXol/Xgx8FFgDfBDvNV4MPIRIIe6EvkuAG4AAqj8BKoeLtEnKWcAe2CtQq3BUHlSKSFEzNKLaICIr/UAI1iddL31Aotm3h4oNiehOQzgZ/rT8RKDzxnBfkg11mQjjQ+aQC34YHzKHXPDD+JC9pEtNojM6HzqRmCnA5HiPK6jWcOCw3QNR/Ruqd8ZfiRvCnTOIuB4xrpJEaaf7VBuB7wK/BeYBP2tfSCn8VEQchcADsASoESjPh1gz/AaoF5G3gKAfYqqaWCjVMKAk0hBOhm9v+1UfWWNIlWS0iDOdlh3/TLcJBoPBkFVkUmO4t93jFm6v7N8RWYDIx4DB7SXT9n+DXIHIBkTqEKlHpAGRg8f1JqYWKI5/Lo5vd7YP3J7jE4E/oHqA/GcN3KGqlgXNV7rjjz8DDPoRvOMmU6yqM4FAC3hE5CvJGhiJNRGJNdHcfPDQaUj87y+Zf4eJ8mSCDYnSE0mmJfLB1RDu3boxyZJqPSaTJ9X0ZITYu/OhL2xI1UaAaN3ahGWkO6YTidbb1V3XMWRHPCVjQ3+fC3ONTC7dxFPf2ZDuc5EJ99x0kX6V6P30dvDyA7g9rltwV5obDbyPu+DF3zrk/QFwCard3/ES8w5wW7y8ObgrKqzH7aH2tNsH8GngUeCTiPwN1RCusb7R8QwxaDzM1SX+SxlsvhVOvFG1eYdI4ZEihQqT/O4aHEl3W0V3vgiA5g0G78HSYZbYxOg6KBOlJ5MnE2xIlO6x/ES6KT+RDwumfMD3dhy0u09JtR6TyZNqutdTQLib70/kQybYCOAb3PVDJciMmPbZJXR3u4kcdpBYzQFkQzwlY0N/nwtzjUwu3cRT39mQTBndkQ3x5LH8Xaalk4HtGW7tiT341YC7aEbPUf0T7upzv8Nd5vlUVD/S6ZhhqOxVQ1jEGx8HPBV4HhgDvIrI68A04ClUI7jDIV4DbgR+g8hI4FLgPlzFi7vj5f318zDPAxvEHTtctAZ2DAXvXlgbgSYR+e0UGOaBBg8sjcEeVf1tsiYHVr5E4INXsWu39NjdVhL98LLBhlRJ5MOEf96Czx6e0nc8d9KVKdmQLOmsy2zxwesp6DY9G2I6f/icbtOz5VwkIhvORSKMD/vJBT+MD9nLQE+gK+qnkiO4yxofhjtc4jzgZFT/p0O+dxH5P1zlh/1/XVQ79iAfiNvQ7XiHWQp8v0O+R3F7gVupAy6Mf/4brT3Vqlc/3c3XdbeUatJE431HTv8+ws94G5LAXvNXvMEmpNl90dBI1ZZx5ENSPnSnIZwMJXnN3WfIknoMfLAIq3Yf1NSidVGitQH27jqMIZA1PgAE15fRtGcw+Y01eIubEX8TdVvGJh0PmcCeoIfq0IFXkn2x+CUvS3xgzaPY4SDecND9bdbVsG/z4bTJ9eeCH8aHgSNH4knW/hlfsAmrvhbZspPQ5kHsrRjGMMgaH7yrF+LZt4fY2gaqdx2D4wi76wel1aaBlVbrD0QuBf6CO+bYwtXuXYsr1Ta5Q95HDjrezddZL3L74yYDD+EODi0HbgVexZ28Nw3V8ni+6X+G310PJ8RrtUBVm0VkDe5CG8EHYPJd8L+4Dfg64BpUWx4XeWMBzGp/HCJHjYJVO6HQglAUhqpqQ88qyGAwGAwGg8HQFbnQGH4Pt5HaOgHvLtxV6E5GdVoffYc33jvc2qB+ENiG2zP8P+0aw0+eB3e9ACXActyJdFOBV1TVLyLrBModuBRVJ663vAbVhd8UmTIdPnOlu6pdkao2/03kX1fCOarqE5F1wAZVveQg+zohpo+ro1FCoUqcYNVBeoMNFTepd+isLvUGW1adpXLsRw/WbG2nN1jfcLf68o7sVtc13TZEnD9qzAkdoC/pqd+Of90y7LkVEo79Xts0FeM6w56GSrwbPsCeV53Qhy8e8Xl9YNeDnZ6DVp3hRDrCiXSIU61HgER1mWo9BqMPabhlx0E6w862Znx3tCT0ASDVeEjkQzD6kIabtuzXGd63B2pqiG1z8H/J1fms33en5j/xIOGdxfiOqoeSfPAHIBJOKh76Mqa70hluiTyo0b3vEFj7GpGX69mzbgyqQjRic8zfX5fG7R/V26d3vsrTI3t/mhXxlCh9IK5xqfoAkChPNlwj+9sHE09vtOkMJ+NHNNbk6gw3bce/7V08a1fh7BF8/9WcFfEUjv1ew+G9OA2bCax/lfo/ub3YkZCPEX98P206w5mkJtFbIkAlEMDt5X0Zd+GLioNyihyJyCJE9iBSiciTiByZ8BtaG8IuIWA7qpUdyh4LBP4Nv1L4NsBXoeBCWCSwBZFPXwYbFWYInCci4X3g88EvROSJ76h+cAXsaVee93dwwhGuvvHzY+FfwEnJVkooXE0kUtflErnO91/u9nh7TxKzwqItGW9DqiTyYe5RiW10dYT7z4ZE9QhJ1GWa6xH6IB566oPT8wFJh0JMZ0M8wQCci1zwAUw8JYmJp8yIp3SRCyOla4Ev4TYWj0GkEXfY7bmd5H0Ed4jC/Pj2DfF9neU9EHc4xndxVSM6U3U4DJgAHA+cacGl/w+ahsHOo12Fi3nPwGPA6Qr7pkJoFHw5AiFVvaqT8oa0wOBK+AC461Pwxy+7q+Alhe/RL4FXiE4/ifDImQelN1SW0d2cTol2p7EQp5uGTabYkCqJfCivKUtYRqo6wqnWIyRRl2muR+iDeOhnH+DQiOlsiCcYgHORCz6AiackMfGUGfGULnKhZ/hSXJ3h0bg6vd8CRqO6pZO8Q1F9BNVo/PUHoPPniR1RfTo+BnknrmxbR+qAd1Btxl2WGYA9sC4GhcAfYjASCKL69vswvgk858MbXXxjbQHURiEP1dWVUAYkHYXVbxxD3ZtHYe/YlOwhfU4m2JAqiXxYW5f0/5N+syEbyAUfIDf8yAUfIDf8MD5kDrngRy74kC6yt2fYlWNrP9bSBjzxz/cisg/4OKovtsuzF5EbgD/Ht68jGe1eEX+rPjDuKnOdPSfYAAyL6wxPa935Y9j1X65dnwQOt2BZPOndMtjxApzV6XeqttwqsvmfMBWRI/4KQ3BXqUsKf2EzljeKBvq/sZbJNqRKIh+cXq8V03c2ZAO54APkhh+54APkhh/Gh8whF/zIBR/SRfY2htvLtIk8h9szu4z9k+mGAz8F2itK3Iyr9/tj3Ib0G/F9ibgAkdblojcA/0bkr8DpuEMzfoDq3xH5bRW8NgJmOq4NdWtgiwPlAmd6IfYs3HaHyOYAHLYX/m7BsSLy5k54b5Q7eQ6BBhH5rsKXRsG/PLADtwF+Q7LV4y+rQ7xRNDCq0/T8wd2vYpUUVvfhkwk2pEoiHzxdz31r47mTruSCd57sNxtyoR6hD/zoZx/g0DgX2eADDIAfueADmHhKEhNPSTIAfqSDXPHqSFQvOGivyIYDtlW34Q6r6Bmqfwf+3mHv1Z3k+8tQ+EtHydmHOmzPgTE/jX9uP4Un6q5WdwBbceVNe4woYnXdUCs+q6rbVazCoyclHEMj/gQjTDLBhlRJ4IOVRMdwQh3hFG1IVI+QuC7TXY+Qejz02AerF6PEDoGYzop4gn4/F7ngA5h4ShoTT5kRT2ki+6XVAEQeAn6O6gcJ8v0RuAPV2vh2KfBAQp3hpM2QzwM/im82AUfiTvCzgAWq+liSxw3CHWec8FiDwWAwGAwGQ+/JlZ7h04GPI7IZV/pMcGXWju+Q7/i2hjCAag0i0/vQjkdU9WcAIlIH/BeuzNszPTzuHuDeJI/tlHOt+V3+y3nBWShj/3KfqiNotR9voxA5IsyMo7fgs2L878zfysRF31LHsQjWBLAaPfhGNjF33CryPWG+M+UpATju7/eoqtC0Lw9psikYVc9145YRsCJ8cdLzCfVzB8KGihuPV4152FtVRm1jERMmbKDs8irw+bAv2C4VNx6vOEKwJY9I2MfwY7aQf04M9fnxztkk7etxsT5xkA/hn+apeB2ck48nNO6sTvVzY/p4WxlNtSsPypNIGzLVegRIVJd9UY+Wx2HQhK14RikE/GhRCVgW3tnlcq41XzvWX3sfAFKNh4oFU1XVYk/lMGoaCzn26HKGXr4NvD7sSyulYsFUtbwxSqdsxBpbCB67bWydd84mAahYMFU9viiDZ28hfOJpeBprsGqr2/Ikioe+iOmKBVPVcTxs33EEuxtKmDZuA0devQ78gTY/PL4ogy/aRXDGeXgaKrH37gLHwTu7fH/6vH00n3ZDRsbT5KfvVsexaKrNQ5o8lIyqY8G4t/FbEW4/9iWZ/PTdqio01uYhzTalo2pYMPZt8q0wn56wRAD6+/qSqg8AifzIhGtkquciG+Kp9Tq/t2oI9U2FjD92PaWX1aKBvLbffrrjCSCp+xUQDvqJhr0MO2YrebMt936VxHU2E+Kp4sbj1WPHKJ1ejowfjlqetqd03tnladMZzpXG8IWJswBgIVKKag0AIoPpwzrosDpcDHexjVdF9p9fEbkAeBooAjYCb3WQVms9ToEDju0pnf0o5khnKm6G3iJ+B/GB2r5elxEKu42t7jR4DQaDwWDojq4awobE5EZjWHUrIlOBM+J7XkP1vU5yPgC8gcgTuBPorgbu60tTROT/cHWMQ+xXjmhnqj4nIstwFwqxWxvCiY4zZCYtV93qfvAEus/YDclo8BoMBoPBYOgfcqMxLHIHrnTZ3+J7HkPkIVR/fkA+1T8h8i4wG3coxRWorulLU1T1GuAaEakC/gBc2Um2K4BdwPd6eJwhjXTWq15Q5jZeHY3SUreq0+MisSb3PbS30/TqN47B9kUoGbrJNIazCPOUxWAwGHKD3GgMwyeAU1B1Wx0i3wfeBH7eSd7BQBOqjyAyFJExqG7uCyNEpExVW3WLg0BDF1nfBd4D7gS+2oPjDBlKzAl1mRbd6Upda95g8BYelG60IQ0Gg8FgSB+5sAIduL28sXbbrVrDHXLJPcCXga/G93hxl0juK34lIlERieKOCb5FRJrjn/8gIn8VkbuBYlWdBpSLyJudHeeae+CxfWinoY9xuhnvG1j5EoEPXsWu3dJpur+sDl9ZnWkMGwwGg8GQBnKlZ/gRYCkii+LblwMPd5JvHjAdWA6A6i5EijrJ1ytU9WDt4c51gr8dzz+5k7T25fVOYziOeYw7cKh2o94Yjac5sc7Tk9DgzQVa49FM8jAYDIa+p/0931xne0Zu6AwDiJyAK7EmwKuorugkz9uonozIclRPQKQAeLMTCbYDmCty3mJ4LgRyGRQ8pdo8UWTNNhhfAMHTYMQi1YYTRV5YB2f7IHYmHP+U6ocdy5onUvQ81LaAdT4seC6uH9zZsWeIPLgMPuUB5yNw2T9Vn+2TujIYDAaDwWAwANneMyxSjGp9XCJtS/zVmjYY1X0djvgrIr8BBiHySdylmH+b6Gu8sPJ8mPZSvEf5UpFZFTCuSdU+VmTdTvjfeSIf/RDOPheKd8ITH8IiYFLHsmqg8Rw4+512+sHzRIo6O3YlfPJ8mFAHN74HjwJlyVZNIj3BRDrEx/33j9WKgN2i+OuVQe9VUz1jCFXnhNnysa8IwLH3/FglCnYQvA1K6YYgNeMDBC+sZ83l30qoaTgQNjw2+WYNORZNUZvqkJf3amBMocVXL1zMsIdXyx+P+4QeUVTP0SO34Q8ECYd9hIN+RkzcROH3diX0IbR8purxNxON1OKEayFYhbdqA95lb2HfGGzTGY7Emg7Os2Ip9oIWaai4Sb1DZ3WZnsiGRPqYAInqsjf1OK5Q+PKFLzLs4dXy7Ixr9ZQZKyg5YQuUBlzdyJpmnCYL3x2JfYDE2tiJfHhk0i0ajHmoj9jsCXp4tbae88qK+dxZSxjx6Hvy3EnX6KkfeZP8aVVQOsgtuKYWZy/47mwRgPfPn6Njf12CU3Q49r5yvDs24LxTiRP0kXdP9YDE9O8mflKrQz42NNg81fwGp3tmctmRLVx48lKG/+EDeXnWlXr69c/gnDqdyNCxEA3hrdqMZ9Vq7JtDsvbis/SIv3wEyy7ECdcizRXY1ZvbYjJVH/oiniZ82033hMFuhJKtEZqG2cTm7WPl3P+R8d/5sUoMrIhbRsEuBzvk0HJLLcsuui8pXepUz0WqPgAk8iMTrpGpnotkrk9dPaUcqHh6fMpNGnUsgjEPdRGbtXVemqLKg1f/myEPrcuIeAJIdL/60+SbdVVtIROKm7n45KUMOXMDBGycPbGkrrOZEE+PT7lJJw6rYNLZS7HOOpzI8DF4d2/GWleOfUsobTrD2T5m+H/j78twJ6W1vlq39+MK9v4f8ATwJDABuPsgxYlOWKS65++q77du74XPjYBNAEfAo3vgpCb42CCoe0q1eQTcvQfGzBMZUyQSmScyZqrI0uNE3n9FVf+h+mr78rs49kgPOItUy19S/WYdFPeuigzd0U07MinC4y/C6ylIqQzn+y+ndHwus1ifMI/7DIYsx/yODZlOdvcMq86Nv49JIq8i8hSqJwIvpPK1IRjmg3oAL2wNQV4YRntdJQgsWBMGe5Hq5tNF/vA6rAqD94zOxw/T2bERmOxl/zLi2tmEQEPayVv4XWIfezClMhoqy/D3kT0Gg8FgMBh6Rrb3DLuIvJjUPngLkZNS/To/7AnHe2ojMMoHQR9siUAAwIEJvnhD1oZbayH/GHjpmS5mWXV2rBdWRdr9WTEt4cyk+Yq7cLqbPAcJ0w1dM0euMhNBDYYsprPfr+kpNmQa2d0YFgnExwsPQaQUkcHx12jg8E6OOBu3QbwRkfcR+QCR9zvJ1y1l8KsKGAuwCxYcBu8UwJ9qoeQyEf9u+M6w+PjlfbB0DGz6EM6ZJ9LpmN/Ojl2kuiMG1jyRMbNF7i2Bup7aaeh/7MqD52l2xJLsfgBjMBgMqWD+1BoynWy/S38K+AJuw3d5u/31wC87yX9hb75knkjRi1DdCJ4Xoe4k+N5w2FwgEi2A4LEwK64msWQxNHkhdhZMv1hk7jaYdjrkl8LC92AlMHKISHMN5L0Gf5gpculbqld3PBZgKvz+eSiPq0mYK0kGEh00Gl+KZeQPNv9zDAZDbrJYnzioIWwaxoZMI7sbw6o/BX6KyO3JTIRDdWs7CTYF/oPq8gRHsUi1AQ5q83yzY75lqud02LWm3XHzWnfu7UQ/uJNjeV31U7gNfkM/ERdb6DUFQ09vW265txSfVYUZSGEwGAwGQ3rIbp1hkdmovoTIFZ2mq/6tQ/67gflA6/7LgYWo/k93X3OeyOf/Az8SoAiaZsKRnWkFzxH5ytvwbQWZAn99Q/X6jmVdKnLKi/AfAbwQPQvGLFKtGCwSrAH/afBQvBHMRSLz3oS/RMEaB0tXqp7ek+oxGAwGg8FgMHRPdvcMw5nAS8AlnaQp+xu9rVwHTEfVXTtX5Hu4wyu6bQwXwCNNqj8DGCFSVwf/1VErGGAF3HMOjF2kuqOrsgRWng2BZ1Sjx4hs2gkPAZecChd/2GHVvHfhT2fAWU+rvtmdfZ0xcdG31HEsgjUBrEYPvpFNzB23inxPmO9MeSqhnmAyWqNnXvh9taKKFYrhaYrAmnI0EmXPZ07hvZ/fKZlgw/WDP68xByKqNMccNrObDS0vcf+Y67ir/EH5/tjP6twJaxk8pBrLGyPS4qeutoRI1Mu0F55P6EN93dfUVzCaWLSRWKQWmiuwa7biW/Yf7Oub2nSGY06ISKS20zwtq85SOfajXZaRaj0CJNIi7kk9NkZjbJXKA+rxqRNu0DkXvEjg6H1Qkh/XGW4kWD6Ywu9WJPQBEmuNJoqHCws/q81OlEZa2OPZxY7GV/DaQ/nGEVdy95ZfyLMzrtXZlz+PfUwMiuILT9bUElpTSMF9lQJQc/s49XxjNngCeGo349uxHt7fxvIn53DKkmcGJKanFyzQlc1/ZnzBJUy1R1LmF4q9yvjiZj6x5nfy1pmX6IxbXyI65QQiZWOQaAhv9VY8767AvjUkTV8/TPnml1GNtulW93U8JfIjUTydOv+HKg5YUcUKOwQqm2H9FnZ+Zhqr7r9TZl73gCKgAlYM7BaHwne3sevKsbz3szsF+v8al6oPAIn8yIRrZKrnIhvi6aYhd6gl7kT0qAMNUYcXwov54mHncPeWX2REPAEkul+dV3CbbpNKfjLR5sRp71M6axMUBQitDFBwX2VWxNMPxt2mHz15KUNP+BDrlJGEj5iAXb0N693VeG9Ln85wdjeGVe+Jv9+U5BFbcFUbgvFtP7Ax0UHxYRIAWBArgFf+ofrqcNl/3i4UuTYG1suwcbCIngbn2bB9MayfA+M3uT28eavbrXanYBXDawDPqL54TLvy5okUNUPef+ClEhHPLPjUc6qPJOmnYYAoKD6OmBOii4WW2+hOUcLes4PYsX1rl8FgMBhyD8XZvyFpazvmHNndGBa5q9t01R912BMCViPyAm7P8bnA64j8LJ7/810VNUvk/5bD/EII2e6iHgcQhKlN4JsLI/fAd1fCk9tVh3amMzxb5N434RsW6OQOvcutRODkJvDMhjOCcMLb8CvANIYzjHC0DklRLUKikT6yxmAwGAy5TJQoB09hMqRKdkurQVH8NQP4DHBE/PVpOlkKGXeZ468BLwOvAF8H/oXbuD2ogdueN1WvCala+dBYAX/omO6D7YOgeZHqjmFwZx2UQOc6wy+p3tOi6jkKPtzgrop3EF5YkwfO06pv/lv1l+Fs/+OSoyTTEDY6wwaDwWDoC2JiOk/6g+xuYKneC4DIv4ETaB3OIPItYGEn+f/Ym6+ZJ1K2SLUawAtBDzR0zJMPjwbhp5eJ+BvgC4XQBJ3qDMcWqdYC+KBeu/hDski1olgkNk/kyAhMtkn4JN6QBiLB3XgDw7vNY4lNjNAAWWQwGAyGXMWj3nSbkJNkd2N4P6OAcLvtMDD6oFwipwHfAo7C9V0ARXVsd4VXwK8K44oVRdBYCrd0phV8ksjiF+ON4DPgo53pDI+G3xeKfF1AfRD9CBwDMFKkqgKGbIdPThWZ+p7qzGnwqxdgiwMyC+5NsY4M/YDGgokz0dogNvQHZiUrg8FwqGDnTLMts8iVWn0UeBuRRbhjgecBf+ok38PAnbhDIpJum7ylenUnuw/SCn5HtbNFPQ7SGQbu6Zhpu+rQjvteVb0DuCNJMw1pwOMfknIZ4dGTsn680kE4TuI8fYBpCBsMhkMJaX+3yGZp3Awju3WG2yNyIu5iGgCvonrwOrkiS1E9pXVzoch5k+G5MSDPQsEVqs3PiKwZCePrIFgFI65UbVgk8sI4OLsFYlvh+KtVP3xS5MHx8KkIOBvhsvmqz3Zm1lsiwYngXwwPXRnXD+7s2IUinx8f1zL+EP57vuqPFoqcNw7+aYNsgIdbjzcYDAaDwWAw9A251Bj2AIfRvrdbdVuHPN8DPLj6w6FtMLgGyhx4fDMUx2DqUfDKyar+Z0TWRWCDAx89Gmo2QrHAE14YPVd10nKRyEaYKHBjKdx2jmpZZ2YtFDmnEB5uhudbG7OdHfumSMsOd0GQ6Eh4aqZqYLFIVR087MBvjoYN01WT7sk/7u/3qKrQtC8PabIpGFXPdeOWEbAifHHS83LsPT9WiYIdBG+DUrohSM34AMEL61lz+beS0kRMpEmYCTbk+8eqbfmxxB1nFYrVEwzvoChwDPUta+UX4z+t509cRVFpHZbHIdwcoKZmELtryjh36V8T+tClzvCrS7BvDbXpDEdiTQfmqduBb9lr2Nc1Sn3D3erLO/LgMla8gX1dY8r1CIm1IRPpEOf5R6tH/HjiEwZDsQZCkV0UByZQ17JaFs+cr6ee/wq+sQ1QXOAeWNtE86phFD+wLaEPAKnGg4jdjQ9ReXnWlXrq5f/GM9aComK397qmlpaVgym6f7sANH9zmEZvvxIs29UZ3rUR3t/EP38/n8uXPzYgMW1JQM/Mu5Gj8gIU+8BnKWFH2NgQ5Z+Nv5TVF87WCTcvIzJxOtHSUQfpDEcf8mv4xvtxnGCnOsMDEU+JfpcXHHabiu0Bj8c9P8Egsb3V2COG86+dP5cLJn5VnaIAjt/G8bk9YXZDGKuumec+/L6rS93P5yJVHwAS+ZEJ18hUz0U2xNPIojla4pRRqAXk4d4LqqWevbKLXY1LMiKeABLdr0Rsve2wz3LNuG0cN2UNJadshUI/Le8UUvSDnVkRT7+a8CmdN+sNBk8th5PGEhlxjKsz/PZqvJ8zOsOpIXI77tCDStzhD+5YYDi+Q87WXuETAUaBjIK2LmQLPrcHNgEE4dFiuL0OPrYX6q5QbV4ocvdh8NpCkSOPAme+ajnwzeUiX1kk4j8SGrbApRZcUwwXn6s6bL7qi/9qpwXY2bEAAfDOV30GYEVcoqAMSm346lmq+pZIdKHI0fHjDBlCsjrD3RJt6StzDAaDwZDDODnSf5lpZHdjWMQC3sddSGMCccWHbnilk30KfATAgmEO1Md3bvVBnsDoaHyRDg+sCbh1NjkMbXpZFsg81dBCkTtHwlN+sMthXBc2HHRs/H2/W/vTOCvedR+GCHAcYBrDGUQk1pR6IUlOwjMYDAZD77Byb2aGoQ/J7uhQdYD3gD1AXRJHNLZ7RYELaKc64cAeC4rjm6PCEFTYYruNbWIwIeget8rX7o9E6x+1+aq/tMHaBZvmq27twoZOj20/3aizfT7wKqxLwkdDhmF0hg0Gg8FgyFwGvmdYRIAjUd3eRyWOwF10Yy8iu9jfhvz9QSvQqT7QwZYfAk+3bsbgV0PhRYA8WNAE71jwpzL46SIRvw3f2Qdb5qvuWC5iLRQZI/Dx0nhD/EmRP5VA3XAYs1DklPmqSzsa29WxQYgsFLkId8xwFKAaap4Q+X8Kvz4a7KtVP+ybKjP0FUZn2GAwGAyG7GbgG8OqishTxMft9gH3Ajd2sr8o0YFrYFgLnDcOcKBuM3yvCja/JxItgWAlzLpKteEpkSXjoCmuJjEdYDP8/lgojytCXLVQ5OhxcN1GGFMLtwyDF4DixSJVx8GQJvjk30WmXqY6s+OxADvg6+PhaQHWu6vkUQM3joO/e+G/18MfpvdRhRn6jmR1hrvFyu7RSgcwMIpqBoPhEKensoqOuTgZuiFdd+G3EDkJ1XdSLkl1CSJbcBevWIo7pCHYthpde0Q+YP8oBM8kGArcjuovTqStdf7NjoddrnpO6+fWGXhxZYhPAZywP6s3/vlb8Rdz2ukHT+zm2PluL/aPYP+sv7hcmxdgShfuG1Kj1B8ikBfEGwhjeaOoCoHmEH47uSUv+0JnWPwHSUxnHUX+Fjx5IQjY4IlfVmxBPNm11IiVF3L/nFg2iI1aFpYP8pKMh4zA325Cdpb+0YoOKSSa5yEW8NCqoaOWkG1rb+WCH7ngwxGxURRLgALbg9dyfx+eyKD9rYE00dMGfb5/NEP9DgX+IHYgBLaAbSN29jT0B/lC+PJCiN9BbS9quaoT6R60mx5pNZE1wARgC+6Kba0rwXVUf0imrE/iLkxxDLAbt4FfBMxCdXWHvEe124oClagZ0GkwGAwGg8FwqJKuxvBRne7vetJZd2WtBFqAIageE9+3CdiN6qm9tjHLqbjxeNWYh71VZdQ2FjFhwgbKLq8Cnw/7gu3y2OSbNeRYNEVtqkNe3quBcYXCly98kWEPr5brB39eYw5EVGmMxtgqlWxoeYn7x1zHXeUPCkAi7dlMsCGR9uwTUz+m08eWU1haj+WJEWkJULtvEBsrR3DJsv9N6ENXOsP286/hu6Ole53hpa9gL2iRiPNHjTmh/ektVXjqt+Nftwx7bkXK9QiQqC4T12P3OsTvnXeujj99Gd6jmmFQfIRSbQPBD0sp/G5iHwBSjYfCwAQNeIrxST6CRZhm9jYtI883iubQJlk390wde/Y7WKO8rs4wQF0d4TV+8u+tEoDowhJtPudmADz7NuDdvRlrXTn/+OV85q14bEBienLBNTrJexjDAkKRV/GI0hIVVtSGean517L741N0yCU7iEyYSrRsDBINYVdvxV77HvZ1jRJ+/Th1Zt5xcLytX5lB8dT971LEVo9VQpF/JIWeIfg0D0cctjW9Tsypk4G4xqXqA0AiP7LhGtnfPph4cn1ojZdEfnztyNu4aPRWjj1uHSUnb4HSQsLLPeR/Z09WxNOT0xbo6SesoHTKRuTE0YRGTsJbvQ3PBx9g3xRMm85wejqm3UbvSGB2/HNzCraEcJdGbgTA1ehtBApSN9Rg6J6C4uOwJDsfRRuSR9J2iTYYDAZDf5OexrDIPcCXga/G93iBx3pZ2hLcoRFHInID8E9gH7A5VTMNhkREYk1GOi3bsLJbUdJgMBgMfUu67grzgEtxxwuD6i6SUH/ogq8ADwG1wM+BY4GVwE0p2mgw9AmmsZz95Mqq9QaDwWA4mHQ93w3HJdbcW4xI74c0uAtv/DT+MhgGFKMzbDAYDAZDdpOunuG/IvIbYFBcDWIx8NtelSRyGiLViJQjsgmRzYhsQeT5vjTYYOiMPtEZNgwsTs9liMyYYYPBYMhd0tMzrPpDRM4F6nEl1u5G9YVelvYwUAOcCrQXNV2cmpEGQ2L6Qmc452jf2HRyoxVphkkYDAZD7pIuabU7gYWo7uiDspbiNurnobotvu8oYBGqJ3R3qMFgMBgMBoPh0CZdY4aLgecR2Qf8BXgC1cpelvUyMA54G5Fl8X0nAB9P2cospuLG49XyOAyasBXPKIWAHy0qAcvCO7tcnp1xrZ4yYwUlJ2yB0oA7w76mGafJwndHizx1wg0654IXCRy9D0ry4+mNBMsHU/jdCgFYPHO+nnr+K/jGNkBxfNh3bRPNq4ZR/MA2yQQbEunfPjH1Y3rGicspGbsTz6BmxAdOk0Vj+REM/mV5Qh/qa76k4i2CunK81Zvx7KtEqquoe2EYZb/+sE1nuKnxQ6zacuya7W6emmpq/zWUIQ+tk2D0IQ237Dgo3dnWjO+OlpTrESBRXaZaj4l0iBP5AJBqPLT5MLoBBsV9qGmk6YPhlPx4q9wx4g49Y1gNwwob8NlRghEv1c0FrK4t4e4tv3B1hh8JaOgjF+BpqML+YDk1r47mb6+dwfxzXkoqHvoipl845Wo97bxX8I2pc/MA1DTTtGoEJT/ZIv854zKdesbbBCbWwtAhEA7D3lpa1g2h6Ac7Jfrvo7R51o0Hx9OWZnx3Zkc8vX/+HB1/xjLso4JQXHhQ+kBc41L1ASCRH9lwjexvH0w8uT4AJPJj5bnn6/hTl+M9rB6iwvYl02loKOTX703iV5U/zYp4+uvUG/XEsRuIRLyUlNYy9NItaGWQhrUjGfzL8kNOZ/heVI8DPgscDixBpLfDGk4BhgDluNrFI4FyVM2YYUO/UzBoWrpNMKSA1XUb3mAwGAyHCOleLWAP7hLK1cCwXpWgejYiAlwPjEX124iMQuRkVN/uO1MNhoMJhavTbYIhSSyB9h3YpiFsMBiyCZGeT/41JEd6GsMinwGuAYYCTwCfRHVNL8sqAV4FRgBF8e2fAb8ETuoTew2GLhAr8U8oEmsaAEsMvcXKjTl+BoPBYOgl6eoZPgr4Aqor+6Cs3+P2Ks8E/oGrUPFjwNcHZRsM3RIJ7o6vAN41Xk8B4QGyx2AwGAy5iapZPbO/GNjGsMjg+KcfdNh2Ud3Xi1LHAduArUAI1XsR+QAwy34NFJnw5CZdNkQawFeapi/vBzLhXA4wjhkt0X/kQjzlgg+QG34YHzKHXPEjzkD3DC8DWm89HR9OKjC2F2W2AP8GFgHDEPkjcDTwsd4aaeiEThYqKPK34MkLQcAGTzyUbEE8sYPyZoQN/aB/a+WNSGrhjcAHi7Bq90FNLVoXJVobYO+uw0ibSnGHukx3PfaKZHzwCJbX/V/sKKjut9fRDBgf0VlMB1qw8kLgt8He74d4Mvjuc6jEU5b5ALnhxyHnQ8fjE/jRb0O9ciWekiA9OsN9ich04K9APhAAmoHbUX0qnWYZDAaDwWAwGDKf9DWGRS4FPhLfegXVZ1Io603gfABU61O2LQdor/s6R646IO0FZ6GM/ct9qo6g1X68jULkiDAzjt6Cz4rxvzN/KxMXfUsdxyJYE8Bq9OAb2cTccavI94T5zpSnBOC4v9+jqkLTvjykyaZgVD3XjVtGwIrwxUnPy7nWfF2sT3Rqn6oOiA0VNx6vGvOwt6qM2sYiJkzYQNnlVeDzYV+wXSpuPF5xhGBLHpGwj+HHbCH/nBjq8+Ods0nOtea31WNHX1RVwj/NU/E6OCcfT2jcWXj2bcC380NwYnjPWt+mM9x6TFPtyoPyxPRxdTRKKFSJE6w6KD3VegRIVJd9UY/d6Vsm0iEGSDUeKhZMVVWLPZXDqGks5Nijyxl6+Tbw+rAvrZSKBVPV8sYonbIRa2wheGw0kAeAd84mV2t0wVT1+KIMnr2F8Imn4WmswaqtbsuTKB76IqYrFkxVx/GwfccR7G4oYdq4DRx59TrwB9r88PiiDL5oF8EZ5+FpqMTeuwscB+/s8v3p8/bRfNoNGRlPk5++Wx3Hoqk2D2nyUDKqjgXj3sZvRbj92Jdk8tN3q6rQWJuHNNuUjqphwdi3ybfCfHrCEgHo7+tLqj4AJPIjE66RqZ6LbIin1uv83qoh1DcVMv7Y9ZReVosG8tp+++mOJ3C1jhPer4Bw0E807GXYMVvJm22596skrrOZEE8VNx6vHjtG6fRyZPxw1PK4esbQpjmfDtKlJvE9XKWHx+N77kDkNFS/2oMybkD1MUTuwp009zPgfSRel6o/6lObs5j2P/CODWNDaojfQXygdu/na7bKsyUz3MKQXrq6WRoMBoMhe0mXmsRFwDRU3QEl7jjfFUDyjWGIL31CEXAW4MUd0h0FBJFvoVrcVwYbDJ3RctWt7gdPoNdl+B79EniF6PSTCI+c2UeWGQwGg8FgSIZ0LroxCGhVjyjp8dGqv4l/WozqvQekub3M/0nFuGxnjlxlerH6mM561QvK3Maro1Fa6lZ1elyrznAktLfT9Oo3jsH2RSgZusk0hrMI85TFYDBkEua+33vS1Rj+f8AKRF7GVZX4CD3rFXYROQb4JyI7gPeBL6G6E/g5cELfmWswdE/MCXWZFt35IgCaNxi8hQel+wubsbzRtvGrBoPBYDAYBo70NIZV/4zIK+xfIe7LqO7uURkis3DHHDu4i20cB/wLkb8Bnr4z1mBIjNPNeN/AypfAYxMeP43o0MkHpfvL6hBvFA2M6k8TDQaDwWAwdMJAL7pxFFCLah2qFYg0AJcDRyPyC1R7slCXD8gDQkAQV8N4Bu5kOvP8EvMYdyBR7WaNl2g8zelCT1IUsbpXdWk9l+YRWHoxvymDwWDIPQZWWk1kKTAP1V2ITAMW4w6ZOB6IoHpLD8tbB9wFtPYqPw58lNYFPVSX94ndBoPBYDAYDIacZKAbw++jenz88w8BB9X/RsQCVralJVfWT4BpwMHPnV3eR3V2SvZmMYn0BNvrpXbkBWehHPffP1YrAnaL4q9XBr1XTfWMIVSdE2bLx74iAMfe82OVKNhB8DYopRuC1IwPELywnjWXfyuhpuFA2PDY5Js15Fg0RW2qQ17eq4ExhRZfvXAxwx5eLX887hN6RFE9R4/chj8QJBz2EQ76GTFxE4Xf25XQh9DymarH30w0UosTroVgFd6qDXiXvYV9Y7BNZzgSazo4z4ql2AtapKHiJvUOndVleqr1CJCoLntTj+MKhS9f+CLDHl4tz864Vk+ZsYKSE7ZAacDVjaxpxmmy8N2R2Ac4UBu7I6qaMB4emXSLBmMe6iM2e4IeXq2t57yyYj531hJGPPqePHfSNXrqR94kf1oVlA5yC66pxdkLvjtbBOD98+fo2F+X4BQdjr2vHO+ODTjvVOIEfeTdUz0gMf27iZ/U6pCPDQ02TzW/wememVx2ZAsXnryU4X/4QF6edaWefv0zOKdOJzJ0LERDeKs241m1GvvmkKy9+Cw94i8fwbILccK1SHMFdvXmtpjMhHia8G033RMGuxFKtkZoGmYTm7ePlXP/R8Z/58cqMbAibhkFuxzskEPLLbUsu+i+pHSpUz0XqfoAkMiPTLhGpnousiGeHp9yk0Ydi2DMQ13EZm2dl6ao8uDV/2bIQ+syIp4AEt2v/jT5Zl1VW8iE4mYuPnkpQ87cAAEbZ08sqetsJsTT41Nu0onDKph09lKssw4nMnwM3t2bsdaVY98SOmR0hts7OpvWSXOqTps+cPI8iuoXEDmz01TVJb0x0HBo0U37KynC4y8i31NANFLb6zKc778MP5yVkh0dMcMpDAaDwWBIDmuAv+8lRP6KyE+BUuAlAERGAD0ZLwyqyxC5Aihr9xqMO6HODI8wDAh5C7/brZJEMjRUlvWRNQaDwWAwGHrKQPcMfwG4BhgBnI5qJL5/OPD1HpUk8gFwRCcpHiAPkQtQfan3phoMiWm+4i583U2ew9UgHmjMRC+DwWAwGJJjYBvD7gDlv7Rti5ThagxvQ/X5HpY2N/7+2fj7o/H363FXo/t/wCm9ttVgSAK7cgWMHd1tHktsYqTWe2wwGAwGg6F/GGhptWeAr6C6Kj40YjnwLjAOkYdQ/UnSZalujZd5GqqntUv5CiL/wW0QGwz9SnTQaHwplpE/uK5PbDEYDAaDwdBzBnrM8BhUW9esvQl4AdVLcHtwb+5lmQWInN62JXIq7thh0xVnSIhqapNXC4aenjhTAorPqkq5DIPBYDAYDL1joKXVVqI6Lf75ReC3qP7loLTky/sHUIwrsdbaE+wANcDVqL7ZB1YbDAaDwWAwGHKUgZ5Atx2R24EdwAnAcwCI5NG7YQ0/bPc5P/6+DdgAXNJ7M7OfiYu+pY5jEawJYDV68I1sYu64VeR7wnxnylMJ9QST0YY888LvqxVVrFAMT1ME1pSjkSh7PnMK7/38TskEG64f/HmNORBRpTnmsJndbGh5ifvHXMdd5Q/K98d+VudOWMvgIdVY3hiRFj91tSVEol6mvfB8Qh/q676mvoLRxKKNxCK10FyBXbMV37L/YF/f1KYzHHNCRCK1neZpWXWWyrEf7bKMVOsRIFFd9qQeG6MxtkrlAfX41Ak36JwLXiRw9D4oyY/rDDcSLB9M4XcrEvoAibVGE+kQX1j4WW12ojTSwh7PLnY0voLXHso3jriSu7f8Qp6dca3Ovvx57GNiUFTkHlhTS2hNIQX3VQpAze3j1PON2eAJ4KndjG/Henh/G8ufnMMpS54ZkJieXrBAVzb/mfEFlzDVHkmZXyj2KuOLm/nEmt/JW2deojNufYnolBOIlI1BoiG81VvxvLsC+9aQNH39MOWbX0Y12qZbnWnxdOr8H6o4YEUVK+wQqGyG9VvY+ZlprLr/Tpl53QOKgApYMbBbHArf3cauK8fy3s/uFOj/a1yqPgAk8iMTrpGpnotsiKebhtyhlrjarlEHGqIOL4QX88XDzuHuLb/IiHgCSHS/Oq/gNt0mlfxkos2J096ndNYmKAoQWhmg4L7KrIinH4y7TT968lKGnvAh1ikjCR8xAbt6G9a7q/HedujoDH8C+DYwB7gG1dr4/pnAIz0uTXUJIn7gSmA0rj8nxVNvAZ5MzVyDoXsKio8j5oToYqHlNrpTlLD37CB2bN/aZTAYDIbcQ3H2b/R8fQZDFwy0msQe4NOd7H8Zkdd6WerfgTpgGQeOEzZRYuh3wtE6RFL7GUk0kjiTwWAwGA55okQh5Wnbho4MtJrE66ieHv/8KKoL2qW+jTt0oqccieoFnXzXHb2y0WDoAck0hNOhM2wwGAyG3CMmpvOkPxjoYRIF7T4f1yGt5z257sIbIxBZDwQ7lHVYj8szGHpIJLgbb2B4t3mMzrDBYDAY+gKPGtXY/mCgpdW6k67ojazFXGAf7njhAtxJeD7cRv74XpRnMPQIjQUTZ8JtEGcii/WJdJtgMBgMhiSxB7wP89BgoGt1ECLzcBvhgxC5Ir5fgJIel6a6FZE5XaYZDP2Mxz8k5TLCoycN+L9S6OeGsOMkzmMwGAyGHiHt7xYDKY2b4wy0znD3ihGqN/WwvAbcHmUL8MT3xuL7FNXinhtpMBgMBoPBYDhUGNjGcH/gTpT7JPC3+J55wEOo/jx9RqWfigVTVdViT+UwahoLOfbocoZevg28PuxLK+WRSbdoMOahPmKzJ+jh1dp6zisr5nNnLWHEo+8l1GwFELG70X2NSibYUBiYoAFPMX4pxBIPYW1mT9Pb5PlG0RzaJL8Y/2k9f+IqCgfV47FjhJsD1NQMYte+IZz/9v8l9KFLneFXl2DfGmrTGY7Emg7Os+IN7Osapb7hbvXlHdlleqr1CJCoLpOtR5/kI1iEaWZv07K2elw8c76eev4r+EY3wKD41ICaRpo+GE7Jj7cm9AEg1XhIpEP88qwr9dTL/41nrAVFxW7vdU0tLSsHU3T/dgFo/uYwjd5+JVi2qzO8ayO8v4l//n4+ly9/bMBi+vS8mxkVCDDIJ/gsiDiwoSHC800PyuoLZ+uEm5cRmTidaOmog3SGow/5NXzj/ThOsFOd4UyKp65+l6OKztOhseEUkkdA3H6OGm2hwrOd7Q2LBfr/GpeqDwCJ/MiGa2R/+2DiyfUBIJEfIrbeOvSzXH/MNo6bsoaSU7ZCoZ+Wdwop+sHOrIinX034lF4+803Kpm2Ak8YSGXGMqzP89mq8n0ufzvDAP50V8SAypN22D5FbEVnbyxI/AZyC6t2o3o2rWfzJPrDUYEhIQfFxqY8Hjrb0jTEGg8FgMBh6zMA2hkWuxZ3w9j4iSxA5G9gEXAhc39tS4YA1D2IYjWHDABGJNaUunZbkJDyDwWAwGAx9z0BPoPsGcCKq5YicALwJXIvqohTKfARYikhrGZcDD6dmpsHQdxidYYPBYDAYMpeBbgyHUS0HQHU5IptTbAiD6o8QeQU4HbdH+CZUV6RqqMGQDEZn2GAwGAyG7GagG8PDELmr3XbhAduqP+pxiSIzgdWoLo9vFyFyCqpLU7TVYEhIsjrD3WIZ3UiDwWAwGNLFQN+FfwsUdbPdG37Fgcs4N3Wyz2DolFJ/iEBeEF9eCPHEUBUCzSHyvOGkju8LnWHxD025jHRT5G/BkxeCgA2e+GXFI1je7BoiYuWF3D8nlg1io5aF5YM8O4uWQPVn/5SJI2MjKbUCFNgefJbrjzdiEYsdnmbLekYu+GF8yBzyfKMY4lcK/EHsQAhsAdtG7OzRdR/kC+HPDyJ+B7W9qBVXxU2H2H47ckFabSWq0zrsex/V49NjkMFgMBgMBoMhWxjYnmGRn3Wbrvr5XpS6CZHP4/YGA9yGq1BxSFOxYKpa3hilUzZijS0Ej40G8gDwztkkz510jZ76kTfJn1YFpYPcg2pqcfaC784WeXbGtTr78uexj4lBUVFbemhNIQX3ubqwiXRbM8GGdXPP1LFnv4M1yuumA9TVEV7jJ//eKlk8c76eNPMd8sZUYg1SsD1oQ5TmD/fr43bnQ/2+OxVPHta+D/FWb8OzdzfU1FD/+nAG/7K8TWe4qX71QXlCqwoouK9SgtGHNNy0ZX/6vj1QU0Nsm4P/S40p1yNAorpMtR7vGHGHnjGshmGFDfjsKMGIl+rmAlbXlnD3ll8k9AEg1XhI5EMiHWKA6O/8Gv7IbDy1lVjLV7PxmZnUNxYyYfqqpOKhz2L6shfwjMHNE/ejeeVQih/YJs/OuFZnzXqHwuN2ICOKIRhCq0I0l4+g5CdbJPrcSG2etcCNp6rNePZVxeNJ8H+5ISviqS19tB8KCg9Kh/6/xqXqA0AiP7LhGtnfPph42q9znsiPtRefpWPPWI5nRBgcqH97FP/+z6n8fmM+/256MCvi6YVTrtbjj1uD5Ymxcf3RzLj5BWJ7bOrWHcWwh1cfMjrDn8ad6LYLeBdY1uHV2zJPBXYCO4BTgFtTttRgSIKC0hl9P+Y3R5YytrpuexoMyWOl+flpX5ELfhgfMpJsHRjlaOZYPtBjhkcA84FrgCjwf8CTqNb0ukTVPcC1fWKdIXfppwtgKFzdL+VmLF3UoyXQvuM1VxrCqpIzvmQkudAwyQUfIDf8yAUfoHs/suV6lGXnYmCtVa1G9deong18HBgErEZkQa/KE/kAkXWINCASROR9RNYjshuR9/vOcIOhG5zuJ4lFYk0DZEjmYWXOH//cJEeeIhgMht5jibnQpkp6mu7ughtfAG4A/kXvh0jMBWqBRUAd7ip2VwIe4IlUzTQYEhEN7k6Yx+spGABLDIckWdb7YjAY+h4n24UQMoCBXo75XkSWAXcBS4AZqH4C1TW9Kk91K27DdxywC9UPUP0Ad/zw+X1ktSEX6K8etFhL/5SbqfSwHp0sv0aLaEaNa8s5cqFnOxd8gNzwIxd8gO79yJbrUZadi4EeM/xNXKWHqfHXd3G79wXQXsqh7QWOwm0Ug8hVQAtguuMM/Y74h6LRxr4tNAt7+xx1x9fu386SC7Yh88mym2qX5IIfxoeMJFv7HDJpPsbA6gyLHNVtutvT29MyxwJ/Bk4CHNyJeRuBBW2r0hkMBoPBYDAYDJ0wsD3DvWnsdoeIB/gMqqcgUgCUAE2o1vXp92QhFQumqscXZfDsLYRPPA1PYw1Wrat84J2zSd4/f46O/XUJTtHh2PvK8e7YgPNOJU7QR9491VJz+zj1fGM2eAJ4ajfj27Ee3t/G8ifncMqSZwSg+ZvDNHr7lWDZbp5dG+H9Tfzz9/O5fPljkgk2RBeWaPM5NwPg2bcB7+7NWOvK+ccv5zNvxWMS/XOhNs++DomG8FWux7NjM7G1zQS+0oJqNKEPTeVz1f+fxUS25uM9vAlKAuAPEF0VJPC1ujadYX3kZiI7Ctw8pfng9RFe5pB/b5XU77tT8594kPDOYnxH1UNJPvgDEAljz6tOuR4BEtVlyvX4SEBDH7kAT0MV9gfLqXl1NH977Qzmn/MSg39ZntAHgFTjIaEPCTSEARJpEQ9ETLfcW6aRz1wNlu2WsWsjvL+NZx65inkrHpPIzwLqzJyEZ+Vq9r4xnrKZ65E8gZhi3xyS2s+P1YJJOwlvH4R/TG1bTBIJY19Zkx3x9GSpNp/98QPT15fz/INXcPG7f27The3Pc5GqDwCJ/MiKa2Q/+2DiyfUBIGk/okH8O1agz61l17JJlI2soOQnW7Ijnh4v0JazrsTTVIXnb/9B/BGsAgd1wPvp0CGiMyzyCUS+1G57JyL1cTWIz/S4PNUYcCIihwE/Ax5GtQ6RSYh8os/sNuQcfTX51jvmClcy4RAdFmAmMWcoWfokOFE8SRY8EE7mN5ELfhgfBo5cuM5mug/pWHTj9+2296BaDAwFrutlmSuA94FmYCIiVwCTcNUqDIZ+JVizImGeQ06LOEswGsLZh2bt8gIHkgt+GB8MucRAT6CzUG3fMlgIgGoQkbxeljkYt1FfCBQBl+COJ4+lYKfBkBxONKFkQrRuLb4BMmegMYo+BoPBYMh2BrpnuOSALdXvAiBiAWU9Lk1kKPBL4EPgi8BWVG8CHsLVHTYY+hWrZV/CPL7B0wfAEoPBYDAYDL1hoBvD/0bkfzrZ/23g3z0qSeQWYDXwc+BY4DVgHCL/Af4E3J6aqQZDYiSSeHW5XF50I9PHgXWH0RDOPrJljGcicsEP44MhlxjoYRJfAn6HSDnwXnzfVOBd4JYelvUF4DhUq+Lyao8D83E1iz9ENdI3Jhu6wsoLgWW7L7FRy8LyQZ49cFXfWxv66vG+kzfY/ZBg7GlwfRlNewaT31iDt7gZ8TdRt2Us+X1jRsqkux77gkyIx77ACoRdHwC1PGB5wNae+ZFmqer+iqeBHOPZn7+JXPDD+NAzUrk+5cJ1NpN86IyB1RkGEBHgDPYPmViD6sZelLMc1RPabX8I3Ev7Br7qn1Ix1WAwGAwGg8GQ2wx8YxhAZBmqJ6ZYxh7gL/Gt83CXZF7L/sVYlqD6+ZS+I4s515qvi/WJg/bPkat4wVkoY/9yn6ojaLUfb6MQOSLMjKO34LNi/O/M38rERd9Sx7EI1gSwGj34RjYxd9wq8j1hvjPlKQE47u/3qKrQtC8PabIpGFXPdeOWEbAifHHS83KuNb8tuDraoqoDYkPFjcerxjzsrSqjtrGICRM2UHZ5Ffh82Bdsl4obj1ccIdiSRyTsY/gxW8g/J4b6/HjnbEroQ/ineSpeB+fk4wmNOwvPvg34dn4ITgzvWevbdIZbj2mqXXlQnpg+ro5GCYUqcYJVB6WnWo8AieqyL+rR8jgMmrAVzyiFgB8tKgHLwju7PKEPAKnGQ8WCqapqsadyGDWNhRx7dDlDL98GXh/2pZVSsWCqWt4YpVM2Yo0tBI+NBtx5u61ax4l0OhPpEPdFTFcsmKqO42H7jiPY3VDCtHEbOPLqdeAPtPnh8UUZfNEugjPOw9NQib13FzgO3tntNJ3n7aP5tBsyMp4mP323Oo5FU20e0uShZFQdC8a9jd+KcPuxL8nkp+9WVaGxNg9ptikdVcOCsW+Tb4X59IQlAu41LhU/+tsHgER+ZMI1MtVzkQ3x1Hqd31s1hPqmQsYfu57Sy2rRQF7bbz/d8QSQ1P0KCAf9RMNehh2zlbzZlnu/SuI6mwnxVHHj8eqxY5ROL0fGD48//XIfZXlnl6dt3NpAD5No5S1ETkL1nRTK+FK7z1fRcZiF6h9TKDtn6ayBbOg94ncQH6jde72IVuk1jQX7yqyMw8SdwWAwGDKVdDWGzwY+hchWoAl3nK+ienzSJbRv7IrMBf6NakUf22kwdEvLVbe6HzyBXpfhe/RL4BWi008iPHJmH1lmMBgMBoMhGdLVGL4w5RJEfoLqFxD5BzAL2IpILfvXXnob1UtT/p4sZo5cBWRGr1yrLblGQZnbeHU0Skvdqk7zRGKu4kQktLfT9Oo3jsH2RSgZuilhYzgX6jEXfMgVcuVc5IIfxofMIRf8yAUfBpL0NIZVtwIgMgzobZfao/H3H+IqUnTkvU72GQz9QswJdZkW3fkiAJo3GLyFB6X7C5uxvNG28asGg8FgMBgGjvQ0hkUuBR4ADgf2AEfhTn47LukyVJfF35cg8iZwavz4ncAbqO7pW6MNhq5xuhnvG1j5EnhswuOnER06+aB0f1kd4o2igVH9aaLBYDAYDIZOSNcwie8AM4HFqE5H5Gzgul6VJHIx8Efc5Zhr4++NiHwOzYDxARmAeVzS/6hGu06MxtOcLlYIF0WsDBdhTBETgwaDwWDIVNIlrfYuqjMQeQ+YjqqDyNuontyLstbhyqmdieoeRMYBzwHNqHY2fMJgMBgMBoPBYADS1zNci0gh7hLKj8c1g7vpWuuWPUBpu2ERm4AKoDR1M7OXRHqC7fUIO/KCs1CO++8fqxUBu0Xx1yuD3qumesYQqs4Js+VjXxGAY+/5sUoU7CB4G5TSDUFqxgcIXljPmsu/lVDTUES0qx7DvrLhsck3a8ixaIraVIe8vFcDYwotvnrhYoY9vFr+eNwn9Iiieo4euQ1/IEg47CMc9DNi4iYKv7croQ+h5TNVj7+ZaKQWJ1wLwSq8VRvwLnsL+8Zgm85wJNZ0cJ4VS7EXtEhDxU3qHTqry/RUzyVAorrsTT2OKxS+fOGLDHt4tTw741o9ZcYKSk7YAqUBVzeyphmnycJ3R2If4ECdz97EwyOTbtFgzEN9xGZP0MOrtfWcV1bM585awohH35PnTrpGT/3Im+RPq4LSQW7BNbU4e8F3Z4sAvH/+HB376xKcosOx95Xj3bEB551KnKCPvHuqk4rprnxQ1aRi+ncTP6nVIR8bGmyean6D0z0zuezIFi48eSnD//CBvDzrSj39+mdwTp1OZOhYiIbwVm3Gs2o19s0hWXvxWXrEXz6CZRfihGuR5grs6s1tMdkTH+bIVQdMwG3VhE41niZ82033hMFuhJKtEZqG2cTm7WPl3P+R8d/5sUoMrIhbRsEuBzvk0HJLLcsuui8pXepEfvS3DwCJ/OhvHyDxNTLVc5EJ16dEPjw+5SaNOhbBmIe6iM3aOi9NUeXBq//NkIfWJRVPqV6fEvkAkOh+9afJN+uq2kImFDdz8clLGXLmBgjYOHtiSV1n268/kK54enzKTTpxWAWTzl6KddbhRIaPwbt7M9a6cuxbQoeczvBlQAvuksrX465G9+0elSByRfzTauB8RD4A3gJOipf31z6y1dCPdLUwyEDRTdslKcLjLyLfU0A0UtvrMpzvvww/nJWSHQZDf5AJSjR9QS74kQs+GNJPayO4fTyZYWzpWsFetQkYCZwV1wv+HRDuYSmXxF8BYAlQhSux5gU2ofrlvjM49+j4YzD0jryF3+1WSSIZGirL+sgag6FvyJWbYy74kQs+GAyZTrrUJD4J3AoMxl1G+Qjg18A5SZehelO/2HaIM9AN5Gy/0DdfcRe+7ibP4WoQGwzZRPtHqe23s41c8CMXfDBkFiaWDiY9PcPwWeA0oB4A1Q3AsB6XIvI6IkciEkHEib8iiDQiUt+nFucorT3E6fpRpPv7U8WuXJEwjyXpGo1kMKRGtv4uO5ILfuSCD9lMrtR/Z/fbXPEtFdLVGA6hun9YhIiNqwjRM1RPBx7B7WX2xV+fBN5EtbhPLD3EyPae2oEmOmh0ymXkD65L3RCDoQ9pfx3I5htlLviRCz4YMg8TSweSri6rJYh8DchD5FzgNuAfvSxrKDAb1Ufi239A5AuIPIrqgr4wNlfJlIZvOu2IT47vNQVDT29bbrm3FJ9V1WspFYOhv8iVR6m54Ecu+JDtZMr90tA/pEtn2AI+AZwHCPA88Dt6Y4zIYtxxx0fH91wH3AwMR3VSn9hrMBgMBoPBYMhJ0tMY7itEvgp8HchvtzcGNAK/RvWrabErA5i46FvqOBbBmgBWowffyCbmjltFvifMd6Y8lVBPMBltyDMv/L5aUcUKxfA0RWBNORqJsuczp/Dez++UTLDh+sGf15gDEVWaYw6b2c2Glpe4f8x13FX+oHx/7Gd17oS1DB5SjeWNEWnxU1dbQiTqZdoLzyf0ob7ua+orGE0s2kgsUgvNFdg1W/Et+w/29U1tOsMxJ0QkUttpnpZVZ6kc+9Euy0i1HiGxhm9P6rExGmOrVB5Qj0+dcIPOueBFAkfvg5L8uM5wI8HywRR+tyKhD5BYazSRDxcWflabnSiNtLDHs4sdja/gtYfyjSOu5O4tv5BnZ1yrsy9/HvuYGBQVuQfW1BJaU0jBfZUCUHP7OPV8YzZ4AnhqN+PbsR7e38byJ+dwypJnUj4XiXSIAaYXLNCVzX9mfMElTLVHUuYXir3K+OJmPrHmd/LWmZfojFtfIjrlBCJlY5BoCG/1VjzvrsC+NSRNXz9M+eaXUY226VZnWjydOv+HKg5YUcUKOwQqm2H9FnZ+Zhqr7r9TZl73gCKgAlYM7BaHwne3sevKsbz3szsF+v8al6oPAIn8yIRrZKrnIhvi6aYhd6glbs9b1IGGqMML4cV88bBzuHvLLzIingAS3a/OK7hNt0klP5loc+K09ymdtQmKAoRWBii4rzIr4ukH427Tj568lKEnfIh1ykjCR0zArt6G9e5qvLelT2c4PWOGRU5D5AVE1iOyCZHNiGzqcTmq/w/VQuD7qFrxlxfV0kO5IWwYOAqKj0tqglx3ihL2nh19aZLBYDAYchTF2b8haWs75hzpGjP8MHAnsAy3J7d3iBwLfBV4GJET4nuLgLuAe1FdnqKdBkO3hKN18fmfvUeikT6yxmAwGAy5TJQorlaAoS9JV2O4DtV/9UE5/wUcD9zbYf8M3Ebx7D74DoOhS5JpCBudYYPBYDD0BTExnSf9Qboawy8jcj/wN2D/8l097clV/SQi7wFXoFoDgMhgYAmqpiFs6Hciwd14A8O7zWOJTYzUVqkzGAwGg8Gj3nSbkJOkqzF8Svx9Rrt9Sk97ckWuAF4BPkDkzfjeWcCTiFyB6t9StNNg6BaNBZPK5zaIDQaDwWDoPXbamm25TXpqVfXsPirpkvj7RuBiYD2wBlgAjMTteTYY+g2Pf0jKZYRHT0rb6jf9huMkzmMwGAyGHiHt7xbZrAaWYQystJrIDag+hshdnaar/qiX5T4DfIXW5Z3dpZ2/huoVvSrPYDAYDAaDwXBIMNA9wwXx96JO0nrXKhe5FDgXOBvYAxwFrO11eTlCxYKp6jgetu84gt0NJUwbt4Ejr14H/gD2pZXyu4mf1OqQjw0NNk81v8HpnplcdmQLF568lOF/+EASaZ0CWBLQM/Nu5Ki8AMU+8FlK2BE2NkT5Z+MvJRNsmFxwjU7yHsawgFDkVTyitESFFbVhXmr+tfz0mM/oeePXUlJah4hDS3M+e6sHs6u+lMuXP5bQhwN0hkN7IViFt3oT3tdfx7411KYzHIk1EY3UHqj7uuIN7Osapb7hbvXlHdlleqr1CIm1a1OtxxdOuVpPO+8VfGPqXJ1hgJpmmlaNoOQnWxL6AJBqPIjYenrezYwKBBjkE3wWRBzY0BDh+aYH5eVZV+qpl72AZwyuzrDjQE0tzSuHUvzANgFoubdMI5+5Giwbe1853l0b4f1tPPPIVcxbkTge+iKmE2kRf3DBOTrxpneITpxKtHQkREN4a3Zivb0C76dDEn3Ir+Eb78dxgjjhWqS5ArtmG94Vb2Ff35QV8XRq/id0YkEhQ/xKkdfBK0rQET6osXii7mcyENe4VH0ASORHNlwj+9sHE0+uDwCJ/PB7j9QTvefzjUlNzJj6AYNnlUORn+a3B1H8wLasiKefjf+0zj/lTcqmbUBOOorwERPwVm1B3l6H9/PBtGnFDWxjWPU38feO6g8g8oVelvod4FHgalxViQnA9cDfe1me4VDF6vn/p4Li44g5odTGA0dbUjnaYDAYDIcA7uK9hv4gk2q286ETiYmgeguwD5gKBIAQqrf3mWUGQxdEYk2pS6clOQnPYDAYDAZD35NJjeHedo/XIlIIPAMMx/Wpqs+sMhhSxOgMGwwGg8GQuWSSRkdvx/heClwInA8cQXz5cUTqUS3uK+MMhs4wOsMGg8FgMGQ3A9sYFmmg80avAHkplFUINLN/aecgsBGRc1B9sXfGGgyJSVZnuFusTPpPajAYDAbDocVAT6DrTEUi9bJE/oPqae22PcBk4PH4u8HQKaX+EIG8IN68ICKKE7XJCwTJa05uycu+0BkW/9CUy0g3RYEWrLwQ+G2w45cVjyCe7NIbtgLhtj8nannA8oCt5NlZtASqP20TsvuMw+x8yvxKmT9KoR3DI0pzzMMgnyfdpvWIXPDD+JA5DPWPZ4SVT1GgGjsQAq+A7UE82bOk02BfGG9eCPHHULv1WmshvZjA3pcMrM5wfyHyU9zxwk/BAc+jh7YpWBgMBoPBYDAYDB3IleezxbjDJM5rt09RvTlN9qSdigVT1eOLMviiXQRnnIenoRJ77y5wHLyzy+XlWVfq6dc/g3PqdCJDx7papVWb8axajX1zSN468xKdcetLRKecQKRsDBIN4a3eiufdFW36uasvnK0Tbl5GZOJ0oqWjDsqTCTbs/vgUHXLJDiITphKNl2FXb8Ve+x72dY1SfvlpOnruuziTxhMZdhQSDWPX7sFasxb75sQ+1O+9XYkFyVv9MpGX66lafxROzMOO3cM54/Wn2nSGm3cvJrB6CeGXm9i3cSTRqE19fRFT//2CtEQe1OjedwisfY3Iy/XsWTcGVSEasTnm76+nXI8Aieoy1Xr8zxmX6dQz3iYwsRaGDoFwGPbW0rJuCEU/2JnQB4BU4yGRD8/OuFZnzXqHwuN2ICOKIRhCq0I0l7tayACRnwXUmTkJz8rV7H1jPGUz1yN5AjFNKh76IqYT6Qgn0iGO/n2otpw8l8Da1wgtbmL3mrGoCpGIl0nPvpwV8dRpes127NUrsK9rbNOF7c9zkaoPAIn8yIZrZH/7YOJp/7lKyo+LtxEbN5FYYSneXRvRZTsI7hrSpjOc6fG04bLTdfQ57yKjS6ChkWcemIdHHJoiPq59/w+HiM5wf6F6U7pNMByaFJTNpGnPK+k2w2AwGAwGQy/JJGm1XiEinmEiv0JkESJ7EKlE5ElEjky3bYbcJxiqTLcJBoPBYDAYUiDrG8OqGhsF18TgaeBwXHm1fwCPpNcyg8ElHK1LtwmGjjjZNbHPYDAYDP1HTgyTOAGiNswDokATUP9HOPpjabbLkPvEWioS5vHZJZhlNzIMK+v7AQwGg8HQR+REY7gSolOgZBWcAzAZxiwCv2kMG/ods5SywWAwGAxZTU40hv8OM4FfABfjLsTxBjArrUYZDgkkMBRt2p5uMwwGg8FgMPSSnNAZFpHxwK+Aw1R1sogcD1yqqv+TZtMMBoPBYDAYDBlMTjSGJ4vs9sJHV8IDqjodkdKRsGm7amm6bUsXbXqD8/bRfNoNePZtwLfzQ3BieM9aL2svPkuP+MtHsOxCnHAt0lyBXb0Z77K3sG8MStPXD1O++WVUozjhWghWYddsxbfsP9jXNwlA9CG/hm+8H8cJdponE2wIv36cOjPvIBZtJBapheYK7Lod+NavxJ5bIZFXxmt45qeJhfZCqAarZR923S7sDauwr6xJ6EP4rWn6ywWzeHuv94D63xxq5K3m37fpDP9w3BusbzjwQUxVMMbTDb+Qxu0f1dund74K3SN7f5pyPQIkqstU6zH676O0edaNWLXl2DXb8eyrRGqqcbY047uzJaEPAKnGQyIfos+N1OZZC7D2fehqa+6rgpoaYtsE/5cbBKD282O1YNJOwtsH4R9TCyUB8AcgEk4qHvojpqW5ArtmG94Vb7l+JNARTqRDnA3xdFB6SxV27Za29IG4xqXqA0AiP7LhGtnfPph42n+ukvEjdspniYZr0abt+Le9i2f1B8T22Pi/1JgV8RR5ZbyGTrkFp34DgQ1vUOPeJomGfBzx+PK06QznxCwSgaIVqi+17VCtKQR/Gk0yHCIEJ16UGz8iw36M0ITBYDAcUuTEfXwwxOaKTMcdL8wYkY8fBtmzWLcha7ErVyTM07LjnwNgicFgMBgMht6QExPovgT3fg9e94KvRKR+PNhfga+n2y7DIYATS9iRaFdvBQ7ZETsGg8FgMGQ0OdEYnqv6wFyRf1XABVGwRsKzqK5Jt12G3MfTWJMwT+Sw8QNgicFgMBgMht6QE8MkRMR/CVx9C5w6CvKHwMdGifwo3XYZch8JJ9YZzh8+ZwAsMRgMBoPB0BtyojE8EVa1wCdPgjOBpjwIfcxdkc7Qn/jbTfy00vSQIc02OIWDksq3J+ihOuQc8NoXC/WvcT0hE85lqvj7aCJyuq+KfeVHOsm1eMpWHyA3/DA+ZA654kcHckJa7RiRlg2QDyxHdToAIu+jenx6LTMYDAaDwWAwZDI50aw/ERoEJmtcTQKRgjSblHbOteZ3+S/nBWehjP3LfaqOoNV+vI1C5IgwM47egs+K8b8zfysTF31LHcciWBPAavTgG9nE3HGryPeE+c6UpwTguL/fo6pC0748pMmmYFQ9141bRsCK8MVJzyfUOx0IGypuPF415mFvVRm1jUVMmLCBssurwOfDvmC7VNx4vOIIwZY8ImEfw4/ZQv45MdTnxztnk7Svx8X6xEE+hH+ap+J1cE4+ntC4szrVz43p421lNNWuPChPTB9XR6OEQpU4waqD0lOtR4BEddkX9Wh5HAZN2IpnlELAjxaVgGXhnV0u51rztWP9tfcBINV4qFgwVVUt9lQOo6axkGOPLmfo5dvA68O+tFIqFkxVyxujdMpGrLGF4LHRQB4A3jmbDtQanb2F8Imn4WmswaqtbsuTKB76IqYrFkxVx/GwfccR7G4oYdq4DRx59TrwB9r88PiiDL5oF8EZ5+FpqMTeuwscB+/s8oRao5kQT5Ofvlsdx6KpNg9p8lAyqo4F497Gb0W4/diXZPLTd6uq0FibhzTblI6qYcHYt8m3wnx6whIB6O/rS6o+ACTyIxOukamei2yIp9br/N6qIdQ3FTL+2PWUXlaLBvLafvvpjieApO5XQDjoJxr2MuyYreTNttz7VRLX2UyIp4obj1ePHaN0ejkyfjhqecByH8d5Z5en7bFYTjSGXwT1wMpxEKsX2TEISuugdk+6DUsznf0o5shVabAkdxG/g/hAbV+vywiF3caWxhKPPzYYDAaDoTO6aggbEpP9jWERuREuOwnGjYOPALIRllwLr6fbNEPu03LVre4HT6DXZfge/RJ4hej0kwiPnNlHlhkMBoPBYEiG7G8Mq+oPRX4pcDP7xVxXqerWdJplyD0661UvKHMbr45Gaalb1elxkViT+x7a22l69RvHYPsilAzdZBrDWYR5ymIwGAy5QbrnTfcJd0BzPvwNGBZ/PSYit6fZLMMhRMzpWhkiuvNFojtfRJu2d5ruL2zGW9DSNn7VYDAYDAbDwJETjeHn4aRKGK1wvcLldSDj4Qfptstw6OB0M943sPIlAh+8il27pdN0f1kdvrI60xg2GAwGgyENZP8wCWAzbFkDl54MIYB14N8CT6fZrLRjHuMOHKrRrhOj8TQn1nm6KGJlv8ShwWAwGNLHHLnKTKLrJTmhMywid+XDp2fDRkBfgnHN8CtV/Um6bTMYDAaDwWAwZC7J9QyLzARWo9oQ3y4CJqG6tP9MSx6Fwv+A/Mn9bL0AnAqF6bYrnSTSE0ykQ3zcf/9YrQjYLYq/Xhn0XjXVM4ZQdU6YLR/7igAce8+PVaJgB8HboJRuCFIzPkDwwnrWXP6thJqGrbqOnfVg95UNj02+WUOORVPUpjrk5b0aGFNo8dULFzPs4dXyx+M+oUcU1XP0yG34A0HCYR/hoJ8REzdR+L1dCX0ILZ+pevzNRCO1OOFaCFbhrdqAd9lb2DcG23SGI7Gmg/OsWIq9oEUaKm5S79BZXaanei4BEtVlb+pxXKHw5QtfZNjDq+XZGdfqKTNWUHLCFigNuLqRNc04TRa+OxL7AIm1sRP58MikWzQY81AfsdkT9PBqbT3nlRXzubOWMOLR9+S5k67RUz/yJvnTqqB0kFtwTS3OXvDd2SIA758/R8f+ugSn6HDsfeV4d2zAeacSJ+gj757qpGO6Na7b99KoalIx/buJn9TqkI8NDTZPNb/B6Z6ZXHZkCxeevJThf/hAXp51pZ5+/TM4p04nMnQsREN4qzbjWbUa++aQrL34LD3iLx/BsgtxwrVIcwV29ea2mOyJDx1p1YRONZ4mfNtN94TBboSSrRGahtnE5u1j5dz/kfHf+bFKDKyIW0bBLgc75NBySy3LLrovKV3qRH70tw8Aifzobx8g8TUy1XORCdenRD48PuUmjToWwZiHuojN2jovTVHlwav/zZCH1iUVT6lenxL5AJDofvWnyTfrqtpCJhQ3c/HJSxly5gYI2Dh7YkldZzMhnh6fcpNOHFbBpLOXYp11OJHhY/Du3oy1rhz7llDadIaTHTP8K6Cx3XZTfF9aEZFigD1w/XfhIw/B9b+Fj94PZ++BBem2z5Ac6Xys0821ISnC4y/C60ltjRfn+y+ndLwhMzGPKw2G3CEXfs9m6GTXJNsYFtqPp1B1yIzxxv8LMBVGPgdvAu8C7z4Nb06FI9NrmuFQIG/hd7tVkkiGhsqyPrLGkAmYG47BYMhEcqFB318k2xjehMjnEfHGX3cAm/rTsGRQ1bkAFfDvGHgVXlVYEgNPBfwDkZ8h8rN025mJZMqPYo5cldWNh+Yr7sLpbvIcJEw35Batv61sj22DwbCfXPott/cll/xKhWQbw58GTgV2AjuAU4Bb+8uonjIKjgG+BrwMvAJ8fRRMAZbFX4ZOaL1pL9Yn0tY4bv3uTGmc9xS7ckXCPJZkwkMUw0CTrTFtMBgOJpvvUx3JFT/6kuTu0qp7gGv715SeIyIBIB+Iiiul1jr4uhj4Cqp/TJtxWYL5UaRGdNBofCmWkT+4rk9sMWQG7SfOmd+XwWDIZMw1yiVZNYkfAP8DtADPAVOBL6D6WP+ZlhSfAr4gcMRhsMsGW4BCcG6ChjTbljWk8zFJuh/RxCfH95qCoae3LbfcW4rPqsIMpMgtWuPa3GgMhtwg3fcqQ/+SnM6wyEpUpyEyD7gcuBN4GdWp/WtecnxPpPIr8HHcIRH7VzZQrU6XTQaDwWAwGAyGzCfZwYze+PtFwJ9R3YekTQ6uDRGZraovDYc6gTzg9PbpCn9Lk2lpZ+Kib6njWARrAliNHnwjm5g7bhX5njDfmfJUQj1BEdGu/gm3akOeeeH31YoqViiGpykCa8rRSJQ9nzmF935+p/SFDdD5qjqteqeJbLh+8Oc15kBEleaYw2Z2s6HlJe4fcx13lT8o3x/7WZ07YS2Dh1RjeWNEWvzU1ZYQiXqZ9sLzCX2or/ua+gpGE4s2EovUQnMFds1WfMv+g319U5vOcMwJEYnUdpqnZdVZKsd+tMsyUq1HSKzh25N6bIzG2CqVB9TjUyfcoHMueJHA0fugJD+uM9xIsHwwhd+tSOgDJNYaTeTDhYWf1WYnSiMt7PHsYkfjK3jtoXzjiCu5e8sv5NkZ1+rsy5/HPiYGRUXugTW1hNYUUnBfpQDU3D5OPd+YDZ4AntrN+Hash/e3sfzJOZyy5JmUz0UymqvTCxboyuY/M77gEqbaIynzC8VeZXxxM59Y8zt568xLdMatLxGdcgKRsjFINIS3eiued1dg3xqSpq8fpnzzy6hG23Sr+zqeEumVJoqnU+f/UMUBK6pYYYdAZTOs38LOz0xj1f13yszrHlAEVMCKgd3iUPjuNnZdOZb3fnanQN9c4/rTB4BEfvS3D5D4GpnquciE61MiH24acoda4o6jjDrQEHV4IbyYLx52Dndv+UWfxFOqPgAkul+dV3CbbpNKfjLR5sRp71M6axMUBQitDFBwX2Wf3nPbs1if6LN4+sG42/SjJy9l6AkfYp0ykvARE7Crt2G9uxrvbenTGU62MfwPRNbhDpO4DZGhQLD/zEqaM4GXHoHgmXDvZtgaa98zfAg3hvuC9g1Q84iocwqKjyPmhOhioeU2ulOUsPfsIHZs39plMBgMhtxDcfZvZECnZK6QbGP4HuD7QD2qMUSagUv7z6zkUNV7AJZA63CI/Pi7ANm/znQGYcY+dk44WoekqBYh0UgfWWMwGAyGXCZKFFKetm3oSLJ38TdRPaFtS7UJkdeAE7o+pP8RkbsAboKDVj1Q0EcG3qScIlMmAaX7+7sjmYaw0Rk2GAwGQ18QE9N50h90fycXGQ4cAeQhMp0Dpcvyuzxu4CgCWAnDtsDIE2G1B+y1cOIk2JZe07IbI8qdHJHgbryB4d3mscQmdvD/NYPBYDAYeoRHvYkzpUgmd0D1F4m6tc7HVWk4EvhRu/31uItcpBVVvRdARE4DznxBtQHgGpGybfBhWo0z9BmdTaDLFDSW3NB5t0FsMBgMBkPvsZN+oG/oCd3XqrtoxR8RuRLVJwfGpF4xCgi3biwA+w6399pg6Fc8/iEplxEePSnppSCzBsdJnMdgMBgMPULa3y2SkcbtBZncAdVfJKszPBy4Dzgc1QsRmQTMQvXhfrYvKb4qsnsRlFwM9RbIc1B6NPxrkWraJ/kZDAaDwWAwGDKXZBvD/wIeAb6O6tT4rKEVqE7pZ/uSQ+Soq2DyCjgpCk4dPFur+m66zUonx/39HlUVmvblIU02BaPquW7cMgJWhC9Oel6OvefHKlGwg+BtUEo3BKkZHyB4YT1rLv9WUpqIiTQJB9KGzux4wVko+f6xalt+LHHHWYVi9QTDOygKHEN9y1r5xfhP6/kTV1FUWoflcQg3B6ipGcTumjLOXfrXhD50qTP86hLsW0NtOsORWNOBeep24Fv2GvZ1jVLfcLf68o48uIwVb2Bf15hyPUJibchEGpl5/tHqET+e+ITBUKyBUGQXxYEJ1LWslsUz5+up57+Cb2wDFBe4B9Y20bxqGMUPbEvoA0Cq8SBid6O5GpWXZ12pp17+bzxjLSgqdnuva2ppWTmYovu3C0DzN4dp9PYrwbJdneFdG+H9Tfzz9/O5fPljAxLTlgT0zLwbOSovQLEPfJYSdoSNDVH+2fhLWX3hbJ1w8zIiE6cTLR11kM5w9CG/hm+8H8cJdqozPBDxlEj/9oLDblOxPeDxuPuCQWJ7q7FHDOdfO38uF0z8qjpFARy/jeNze8LshjBWXTPPffh9V5e6n89Fqj4AJPJjoK+R/XEuMuH6lMiHkUVztMQpo1ALyIsvm1At9eyVXexqXDIg8ZSMxnii+5WIrbcd9lmuGbeN46asoeSUrVDop+WdQop+sHNA4inVc/GrCZ/SebPeYPDUcjhpLJERx7g6w2+vxvu5zNcZHoLqXxH5KgCqUUQyZwik6tYnRXYAK4j7JCKjVNVMohsAFusTGTHhLh2PdZLVGe6WaEtfmWMwGAyGDKTjfbK3OEY0tl9ItjHchEgZrdq9IjOBuv4yKllExALeB36Dq4VcibvoRqvO8PHps+7QorUheqgpT0RiTakXkuQkPIPBYDD0Div3ZmYY+pBkG8N3AU8DYxH5DzAUSHurR1UdEXkP+C9ggqpWJzrG0L+kc9B9pjbEjc6wwWAwHNpk6v3J4JJsY3gNsAhoBhqAp4D1/WRTTxmBK/22UEQaW3eqmTw3IGTKwhzpssHoDBsMBoOht2TCvdOQfGP4T7jawt+Nb18HPArM7w+jesi9wH8DI4Fy4hJrInKXqv6ouwMNfceh+q83WZ3hbrFySDfSKKoZDIYMxEnzxamvxgwb+odk78ITUJ3abvtl3OEJaUdVl4jIZcBeYCfgxR0zXJRWwwxpoacXm1J/iEBeEG8gjOWNoioEmkP47eSWvOwLnWHxD025jHRT5G/BkxeCgA2e+GXFFsSTOfNsk8HKC7l/TiwbxEYtC8sHeUnGQ0bgbzchO0v/aEWHFBLN8xALeNC4C2oJ/b/2Vt+SC37kgg9HxEZRLAEKbA9ey/19eCKDWmdBDQhd3Zt6cs/K949mqN+hwB/EDoTAFrBtxM6eXohBvhC+vBDid1Dbi1qu6kS6h3QnK632B+DXqL4V3z4FuBHV2/rTuGQQkU8CtwKDgWnAWOBHqnpOOu0yGAwGg8FgMGQ+yTaG1wITgFapslHAWtyHoopq2lQbRGQl7pLRbwBV8d3DgBmqujpNZqWdyU/frY5j0VSbhzR5KBlVx4Jxb+O3Itx+7Esy4duu3qAnDHYjlGyN0DTMJjZvHyvn/o+cOv+HKg5YUcUKOwQqm2H9FnZ+Zhqr7nf1BhPpCWaCDQdqbHoOqCPVqDwx9WM6fWw5haX1WJ4YkZYAtfsGsXnPcC5+988JfehKZ9h+/jV8d7R0rzO89BXsBS0Scf6oMSe0P72lCk/9dvzrlmHPrUi5HgES1WXieuxew/e9887V8acvw3tUMwyKP5SpbSD4YSmF303sA0Cq8VAYmKABTzF+KcQSD2FtZk/T2+T5RtEc2iTr5p6pY89+B2uU19UZBqirI7zGT/69VQIQXViizefc7EbLvg14d2/GWlfOP345n3krHhuQmJ5ccI1O8h7GsIBQ5FU8orREhRW1YV5q/rXs/vgUHXLJDiITphItG4NEQ9jVW7HXvod9XaOEXz9OnZl3HBxv61dmUDx1r317rjVfrfx8rMGlaH4AvDao4mzcyr9bHpOBuMal6gO4mqzd+ZF518ien4tMiKdE2rcitlpWEUX+kRRYZfgkHyXGtqbXcZzGjIgngETXWRFbv3bkbVw0eivHHreOkpO3QGkh4eUe8r+zJyPiKdG5eHLaAj39hBWUTtmInDia0MhJeKu34fngA+ybghmvM3xBv1qRGiHgQWCnqh4j7oIgHwK/BU5Nq2WGDMKTOEs7HE3uN9knOsOGjEfSdok2GAwGQ3+TXGNYdWs/25EKS4AFQJ2InAvcBvwFmJtWqwwZRoxEDeJuOki6pE90hg0Di2X0Rg0Gg8Gwn1y4K3wFqACiwJ3AUqAF2JxOowyGVozOsMFgMBgMmUvWN4ZV1QHOAV4ChgNXA0OAm9JplyGT6btBDZHg7oR5LMnOGf0Gg8FgMBwKZH1jWEROA/6KO655EFAKXKqqNem0y5B9aJLjhA84xiylnH042SNDZDAYDIb+Jxe6rB7GXRnvIqC1AVwiIs+r6vnpM8uQuSSeTGclOX64L3SGc472jU0nN2aeJSO6YzAYDIbsJDlptQxGRJYCPlWd3mH/io77DAaDwWAwGAyG9gx4z7CIeIA/quoNfVTky8DHReRy9usgD2dA15bJPCY/fbeqCo21eUizTemoGhaMfZt8K8ynJyyR8d/5sUoMrAjYQSjY5WCHHFpuqWXZRffJzOseUARUwIqB3eJQ+O42dl05lvd+FtcbnPhVdYoCOH4bx+eOuLEbwlh1zTz34fclE2xIpC+5aPoNOnXsRgoHteoM+6ndV8rmyuFc9O5fEvpwkM5wSxX2vo14nnoL/1fqO9cZbqnCrt2C9de3CHyjJimd4VTqESBRXSZTjx6rhCL/SAo9Q/BpHo44bGt6nZhTJ++fP0fHn7EM+6ggFBe6QdhBZ7g7HwBSjYdRRefp0NhwCskjIG7vf422UOHZzvaGxft1hkf7oSBuY0ed4SdLtfnsjwPtdIbXl/P8g1e06U73d0yfmv8JnVhQyBC/UuR18IoSdP5/e3ceJ1dV5///9bl1a+k9nY1ASAgJ2QlZ2EJkBEJYAkGDiBohIoioICJ+cVzGARRxBlFRVHQc0VFg9Cc4IuKCBARFIEBIQhaW7CF70um9u9b7+f1RlaaTdLq6u6pr68/z8ehHuquqT86599S9p2+d+z7CqnqHRxrv7TpnuP5t3DXLu84ZTvW3zjnD+e5P6bJre5Lh29/7ItM2AKRrRyEcIzPdF8XRn7rP7y2E/pTsL92fr2rLZ+jNw8/k/OO2MGHKm1SfuuWwnOFC70+PzrpS58xczqCTNiIzO+UMr1mFe1Xh5wxnjaomRGSYiARUNZqFIk8HdpOMU2tIPTYIeG8WyjamW5YzXKQcp1dzh2Vg/21tjCkQBx2JLAA9a/I1Z3gz8E8ReQzoCGpV1e/0tiBVPQdARIYCswEBXlDVfdmpqjFHFku0WlrEAKDYSccYk1+K3fzbX/J1Ft+R+nKAqkwKEpEa4DZgIRAkeYV4o4iMVdWXMqynMWmlyxG2nGFjjDGmcOVlMKyqXwUQkQpVzXQJr58Bo4F/AmcATcB/kpw3fGqGZRvTrVh4F/7QiG5f44hLgkiOamSMMcaY3shLzrCInCEia4HXUz9PF5H7+ljcOMCnqouB5tRAexQQyE5tjTkyyxkeGGzOsDEm36T4l4YoWPmaJvFd4ALgMQBVXSki7+5jWe1AdSqlQlOLcMQojQzlghYfWkm8zEci5ENTW1sdwT+A6tDjnOG1D+BGw/ijYaStFWmsZ/+mYwj1b/V6LN/bMRuOTYyi1glR4foIOMk5vv6YQyJxzOEv7uXCG7mcM3yUW86QoDIkGKfSTeATpS3hY1AgfT52oSiF/lQKbYDSaIe14R35vnuhFPZFV/KSMywiS1X19M5ZwCKyUlWn96GsGcDvgWEkrwbvA8LA51X14SxW2xhjjDHGlJh8XT19W0TmkLySGwA+Q2rKRB+8BiwCIsDZqX+fUtW+llcSznMuP+JfOU96D8vYX9+p6glaF8TfIsRGRjnlhM0EnAT/O/u/ZfLvblfPcwjXh3BafARGtbJg3GrKfVHumPaoAEz9/W2qKrTuL0NaXSpGN7Fo3DJCToxbpjyRNp8yF3XYedVJqgkf+/YOoaGliokT1zFk4V4IBHAvfFt2XnWS4gnh9jJi0QAjxm+m/NwEGgjin7dROm/HJfrIYW2Ifq9Mxe/hnXYSkXFn49u/jsD2N8FL4D/7rY6c4QO/09qw4rDXJPQh9TROJLIbL7z3sOcz3Y4A6bZlNraj4/MYNHELvtEKoSBaVQOOg3/uejnPuVwP3X6d2wCQaX/YuXi6qjrs2T2c+pZKJp2wnmELt4I/gPue3bJz8XR1/Alqp23AGVsJPhcNlQHgn7dRAHYunq6+QJzBczcTPfld+FrqcRrqOl6Trj9ko0/vXDxdPc/H29tGsqu5hhnj1nHsB96AYKijHb5AnMEX7SB8yvn4mnfj7tsBnod/7vp3nr90P23vurIg+9OJj92qnufQ2lCGtPqoGd3I4nEvEXRi3Djp6R7lUvf38SXTNkD67NpCOEZmui+KoT8dOM7v2zuUptZKJkx6i9r3NqChso73fr77E0CPzldANBwkHvUzfPwWyuY6yfNVD46zhdCfdl51kvrcBLUz1yMTRqCOLxl1Cfjnrh84OcMpnwS+B4wEtgF/BW7oTQEicqWqPgh8luRg+l6SEXwBYD59H1yXjK7eFPPk/XmoSemSoIcEQN2+T1GPRJODLZt/bIwxpq+ONBA26eVrMCyqekWGZVSk/q0imVt8Gu8MgO1uF5MT7e+/LvmNr++zfwMPfB78QnzmqURHzc5SzYwxxhjTE/kaDD8vIpuA/w/4rao29LYAVf2v1LdLgFtIDo7jJOcL+0TkFlWtzlJ9jenyqnrFkOTg1dM47Y2ru/y9WCKZHhiLdL0OTN3z43EDMWqGbbTBcBGxT1mMMaY05CWnQ1XHA18BpgKvisjjInJlH4v7vqpWqaqjqoHUAPhNGwibXEp4R84Rjm9/ivj2p9DWt7t8PljZhr+ivWP+qjHGGGNyJ2/xY6nV4V4SkW8A3wF+ATzY098XkTOA9wCTRWQnsJNUVBtQPBlEpiR43cz3Da14Gnwu0QkziA878bDng0MaEX8cDY3uzyoaY4wxpgt5GQyLSDVwKfAhkotm/I7knN/eCAAfJpke8TAwEfgA8FPAPr/EPsbNJe1uyeV46jkv0fXzoohj09yNMcb03Tx5v91E10f5yhneBDwK/EZVX8ignBXAe1V1S+rnV1V1VlYqaYwxxhhjSl6+BsOiGf7HIvJd4EJgd6eHZwHLSC7ScrOqvprJ/1HM0uUJpsshnvqv96gTA7ddCTYpg1bWUXfKUPaeG2XzR74oAJNuu0clDm4Y/M1K7bow9RNChOc3sXbh7WkzDQ/kOnZ1BTtbdXjwxGs04jm0xl3qIn5W1sPxlQ5fmr+E4fevkV9M/ZiOrGrihFFbCYbCRKMBouEgR0/eSOV/7kjbhsir7NTb7QAAblNJREFUs1VPuoZ4rAEv2gDhvfj3rsO/7EXcq8IdOcOxROvhr1m+FHdxuzTvvFr9w8444vOZ7kuAdNuyL9txXKXwhflPMfz+NfKnUz6kp5+ynJpZm6E2lMyNrG/Da3UI3JS+DZA+GztdG34+5VoNJ3w0xVz2hH38vaGJ84dU8+mzn+XoB1bKX079oM559wuUz9gLtYOSBdc34O2DwM3tAvDaBfN07I9r8KqOwd2/Hv+2dXgv78YLByi7ra7HffpAv+58lUZVe9Snfzr541oXCbCu2eXRtuc50zeb9x7bzvzTljLif1bJ3864TM+84nG8OTOJDRsL8Qj+vZvwrV6De01EXr/4bB3563fjuJV40QakbSdu3aaOPtmbNhzqQCZ0pv1p4teSz/ui4LZAzZYYrcNdEpfuZ8WCr8uEO+5RSYATS5ZRscPDjXi0X9vAsovu7FEudbp29HcbANK1o7/bAOmPkZnui0I4PqVrw0PTrta45xBO+GiMubze6Kc1rtz3gb8y9Cdv9Kg/ZXp8StcGgHTnq1+eeI2ubqhkYnUbF5+2lKFnrYOQi7cn0aPjbCH0p4emXa2Th+9kyjlLcc4+htiI4/Hv2oTzxnrcayN5yxnO6Q10IvIHEXkM+L2IPHboVy+LewDYRTJa7cDXOqA69f23sll303/y+bFON8eGHolOuAi/ryL9C7vh3fW3jH7fFCb7uNKY0lEK72ebOnlkuZ4znLUBqqouI7ninDF5U/bwN0h85L6MymjePYRglupj8s/m7RljCpEdl44sp4NhVX32wPepZZgnpH58U1VjvSlLRFaRvAJ8qDgQVtXDb9s3HZboIwXxV2Ih1CETbe/7HIHubp4jmUFsBo4DJ5wDfdtOQMYUv2I/V3XW+Q92++M9KS85wyJyNskpDT8E7gPeEpF397KYBcBLQHPqa0XqywNGisjc7NS2dB14AyzRR/L2Zjjwfxfrm9HdvTztaxzJW4KhyaNi7dPGmMMV83nqUKXSjmzK11n628D5qvomgIhMAH4FnNzTAlIJEh8QkX+q6rs6PycirwD/AZyevSqXJntTZCY+aAyBDMsoH9yYlbqYwtD5Sou9v4wxhcyOUUn5Ggz7DwyEAVT1LRHx97GsChE5U1WfAxCROSTblZer3sUonx//5Pujp9TN8X1WMezMjuWW+6r67L3YRIrSYlMkjCkt+T5Xmf6Vr2i1nwFKMhEC4ArAVdWr+1DWycDPgJrUQw3AV4F/VdUzMq+tMcYYY4wpVfkaDAeBG4AzSWYC/x24T1UjvSznDyQH1fDOVe5q4GjgykwW9Ch2k393u3qeQ7g+hNPiIzCqlQXjVlPui3LHtEfT5gmKiB7pL+ED2ZBnzb9LnbjiRBL4WmOwdj0ai7PnU6ez8vs3SzbqAF1P8D+Qd5quDlcM/owmPIip0pbw2MQu1rU/zd3HL+Jz6++Tu8beoAsmvs7goXU4/gSx9iCNDTXE4n5mPPlE2jY0NX5ZAxVjSMRbSMQaoG0nbv0WAsv+iXtFa0fOcMKLEIs1dPma9tVnq0z68BHLyHQ7QvoM395sx5Z4gi2y+6Dt+OisK3XehU8ROmE/1JSncoZbCK8fTOU3dqZtA6TPGk3XhvmVN2ibF6eFdvb4drCt5Rn87jC+MvIybt38A/nTKR/SuQufwB2fgKrUvbf1DUTWVlJx524BqL9xnPq+Mhd8IXwNmwhsewte28qrv53H6c8+nvG+6Enm6syKxbqi7VdMqLiE6e4ohgSFar8yobqNj639qbx41iV6ynVPE582i9iQ45F4BH/dFnyvLMe9LiKt/3aU8u9fQDXekVud7f6ULq80XX+ac/m3VDxw4ooT9QjtboO3NrP9UzNYfffNMnvRtxUBFXAS4LZ7VL6ylR2XjWXlvTcLZOcY159tAEjXjv5uA6Q/Rma6Lwrh+JSuDVcPvUkdSQ424h40xz2ejC7hlqPO5dbNP8hKf8q0DQDpzlfnV1yvW2U3353scvKM16g9YyNUhYisCFFx5+6snnM7W6KPZK0/fXPc9frh05YybNabOKePIjpyIm7dVpxX1uC/Pn85w3mZJpEa9H5HRH4ATAW293YgnPItwA+8GxgB+IANwFPAMVmq7oDVeQBqHxF1raJ6KgkvwhEWWu7QXaKEu2cbiUnZrZcxxpjSo3jv/CB5GzuWnJwOhkXkx8D3VXWNiNQALwAJYLCI3KKqv+pNear6rIj8BWgkufJc5zHJPcBvs1T1Ac/mPnYtGm9EMkyLkHivUgWNMcYMUHHikPFt2+ZQub4y/C+q+snU91cDb6nqQhEZAfyZZKJEbx2rqhce+qCIfLbv1TRQODcB5fv/705PBsKWM2yMMSYbEmIXT/pDrgfD0U7fnwc8DKCqu6Tvl/ufF5FpqrrqkMdzPxm6hHSeFmFTJI4sFt6FPzSi29c44pKgL7OAjDHGmHf4tK/BWz1XyBeg+kuu48caRGSBiMwE3gX8BUCSl9fKeltYahW6jwArRSQsIu0HvoCjsllxkz+FPBjXRLhHr7OFN4wxxmTKzVsibmnL9Vb9BHAvyZvdPququ1KPnwv8sQ/lLQBGHuG57X0oz5he8QWHZlxGdMyU0gvF9rz0rzHGGNMr0vls0U9pYANxiea8RKtlm4hMB/4l9eM/VHVlPutjjDHGGGOKQ04HwyLyfQ6ey6vAPuBvB1aQ62V5zSSj1fzQsYiXC8SAqKpWZ1bj4jX197epqtC6vwxpdakY3cSiccsIOTFumfKETLrtHpU4uGHwNyu168LUTwgRnt/E2oW39ygTMV0mYS7r0FU9nvQelvLgWHWdIE5qgcNIoolwdBtVofE0tb8uP5jwSb1g8mqqahtxfB7RthD19YPYVT+E85b+Jm0bjpgz/Pdnca+LdOQMxxKtB7+mcRuBZf/AXdQiTc23aqDs2MPLWP487qKWjLcjpM+GTJeRWRYcoz4J4ktN94gkmonEdlAdmkhj+xpZMvtynXPBMwTGNkN1RfIXG1ppWz2c6m9vTdsGgEz7g4jbTeZqXP52xmU6Z+Ff8Y11oKo6efW6voH2FYOpuvttAWj79+Eav/EycNxkzvCODfDaRv74s8tZ+OqDOenTjoT0rLKrOK4sRHUAAo4S9YQNzXH+2PJDWTN/rk68ZhmxyTOJ144+LGc4/pOgRq+6G88Ld5kznIv+lC7/9sKjrldxfeDzJR8Lh0nsq8M9egR/3v59uXDyl9SrCuEFXbxA8kqY2xzFaWzjL2/elcyl7ud9kWkbANK1I9fHyP7YF4VwfErXhlFV87TGG0KlVlBG8lxQJ03skx3saHk2J/2pJxnj6c5XIq5ef9QNfHDcVqZOW0vN6VugMkj7y5VUfXN7TvpTpvviRxM/oZee8TyDp6+HU8cSO3p8Mmf4pTX4Pz1wcoZf6eKxwcDdIvL/qep3e1OYqlaJyGvAGaraCiAiFcALqnpSxrU1PbJEHymIG+7y8bFOT3OGuxVvz1Z1jDHGFKBDz5N95RX/h/kFKaeDYVX9RVePp/KHnwe+24dihYPzhROpx0wOHRiIFvLNbv0hlmjNvJAe3oRnjDGmb5zSuzPDZFFB3Jaoqu0ZRKv9HFgqIr9L/bwQuD8b9TK9l89J94U6ELecYWOMGdgK9fxkkvI+GE7Fqi0GtvXl91X1OyLyDHAmySvCV6vq8uzV0HSnUBbmyFcdLGfYGGNMXxXCudPkfjnmZg5fDKMdeBa4ro9lzgbWqOqrqZ+rROR0VV2aUWVNrwzUv3p7mjPcLSfvf5NmjyWqGWMKkJfng1O25gyb/pHrOcNVR3pORL4F3NKHYn8EzOr0c2sXj5kBorcHm9pghFBZGH8oiuOPoyqE2iIE3Z4teZmNnGEJDsu4jHyrCrbjK4tAyAVf6rDiCuLL6NbCnHPKIsk/ThwXxEUdBycAZT3sDwUh2GnKWZH+oRUfWkm8zEci5ENTTVBH6P+1t7KrFNpRCm0YmRhNtYSocH34neT7wxcblNN1ao90burNOas8OIZhQY+KYBg3FAFXwHURt3iuQgwKRAiURZCgh7p+1EmmTuR7SnfB5AyLyFZVHd2H31uhqjMOeew1S5MwxhhjjDHpFNJlg77eQbdRRD5D8mowwPXAxuxUqXid+Nit6nkOrQ1lSKuPmtGNLB73EkEnxo2TnpaJX0vmDfqi4LZAzZYYrcNdEpfuZ8WCr8ucy7+l4oETV5yoR2h3G7y1me2fmsHqu5N5g+nyBAuhDgdnbPoO2kaqcXlk+kd05tj1VNY24fgSxNpDNOwfxKY9I7j4lV+lbcORcobdJ/5B4Kb27nOGlz6Du7hdYt4vNOFF3nm+fS++prcJvrEMd8HOjLcjQLptmX47dp/hu/L883TCmcvwH9cGg1IfADU0E36zlspvpG8DQKb9oTI0UUO+aoJSiSM+otrGntaXKAuMpi2yUd5YcJaOPedlnNH+ZM4wQGMj0bVByr+6VwDiD9do27nXJHvL/nX4d23CeWM9f/jh5Vy6/MGc9OkTKz6oU/xHMTwkVPkVnyjtcWF5Q5Sn234suz46TYdeso3YxOnEhxyPxCO4dVtwX1+Ju6hFos9NVW/2TYf3t7dWFFB/6j779jzncnXKy3EG16LlIfC7oIq3YQt/bX9QcnGMy7QNkMxk7a4dhXeM7P2+KIT+lC77VsRVx6miKjiKCmcIASlHSbC19Tk8r6Ug+hNAuuOsiKtfPvZ6LhqzhUlT36DmtM1QW0n0VR/ld+wpiP6Ubl/8dsZiPXPWcmqnbUBOHkNk1BT8dVvxrVqFe3U4b0lgOb0wLSKDj/A1hL4Phj8JzCG5/PI24HT6OP/YlDJf+pd04mnPumNF9VQcKaS/KU1/6HvYjTHGmEKX67P4MpKzdLo6tUT7UqCq7gE+lEmlzECQIN2AuJsLJEeUlZxhk1uO5Y0aY4x5R65voDtekoHCo1R1a6blicgqkksxj0z9+xYQAqqBPTZv2BQCyxk2xhhjClfOL5Fo8o6936V9Yc8sABpS5TUCVwCXkbwEaOF95giyl3AQC+9K+xqbRmGMMcYUrnx9XviiiJyaaSGquoXkwHccsENVV6nqKpLzhy/ItHwzsGgP5wkf9Du2lHLx8YonhsgYY0z/y9clq3OAT4jIFpK5wELyonFfpjXsA44jNSFURN5PciGPiizV1ZSc9DfTOT2cP5yNnOGS03mw6ZXGnWcFkkBpjDGmH+QlZ1hEjuvq8dSV3t6WNRb4FXAqyfWv4sAGYPGBVemMMcYYY4zpSl6uDB8Y9IrIcJI3vPWJiPiAT6nq6SJSAdQAraramJ2aFq8TH7tVVYWWhjKkzaV2dD2Lx75EuRPlkxOflQl33KOSACcGbhgqdni4EY/2axtYdtGdMnvRtxUBFXAS4LZ7VL6ylR2XjWXlvam8wclfUq8qhBd08QLJGTducxSnsY2/vHmXFEId0uVL/m7mlTp97AYqBx3IGQ7SsL+WTbtHcNErv07bhsNyhtv34u7fgO/RFwl+sanrnOH2vbgNm3F+8yKhr9T3KGc4k+0IkG5b9mQ7+pwaqoKjqPQNJaBleOKxtfU5El6jvHbBPJ3wL8twjwtDdWWyEx6SM9xdGwAy7Q+jq87XYYkRVFJGSJJX/+u1nZ2+t3m7eck7OcNjglCRquOhOcO/rdW2cz4KdMoZfms9T9z3vo7c6f7u03PKP6aTKyoZGlSq/B5+UcKesKre4ZHGe7vOGa5/G3fN8q5zhlP9rXPOcL77U7rs2p5k+Pb3vsi0DQDp2lEIx8hM90Vx9Kfu83sLoT8l+0v356va8hl68/AzOf+4LUyY8ibVp245LGe40PvTo7Ou1DkzlzPopI3IzE45w2tW4V41QHKGDxCR94jIOmAT8CywGfhzb8tR1QRwsogcBdwL3K+qjSIyRUQ+ls06G9MVyxkuUr2MV5NcrttqjDFHcNCRyALQsyZfN9DdAcwG3lLV44FzgX/2sazlwGtAGzBZRN4HTAE+m4V6GtMtyxkeGLTPawIZY0x2KHbzb3/J12A4pqp1gCMijqr+DZjRx7IGk2xHJVAFXAJcRDbzs4zpRrocYcsZNsYYYwpXvgbDDSJSCfwDeEhEvkfyxrdeEZFhwA+BN4FbgC2qejXwE5K5w8b0K8sZNsYYY4pbvs7S7yUZf/ZZkgtl1ABf600BInIt8A2SyRHjSQ6sR4rIP4FhwPuzWF9jumQ5wwODzRk2xuSb5O36ZenLV5pEaypebbyq/kJEyulJ+OvBPgtMVdW9qXi1h4DLSWYWv6mqsaxW2hwmPrSSeJmPRMiHpnqSOoJ/ANWhxznDax/AjYbxR8NIWyvSWM/+Tcf0PUoly/K9HbPh2MQoap0QFa6PgJOc4+uPOSQSxxz+4l4uvJHLOcNHueUMCSpDgnEq3QQ+UdoSPgYFenuIzJ9S6E+l0AYojXZYG96R77sXSmFfdCVfOcMfB64DBqvqOBEZD/xYVc/tRRmvquqsTj+/CXyVTgN8Vf1lFqttjDHGGGNKTL4GwyuA04Clqjoz9dgqVZ3WizL2AL9O/Xg+ySWZX+ed5JFnVfUzWat0kTnPufyIO/ZJ72EZ++s7VT1B64L4W4TYyCinnLCZgJPgf2f/t0z+3e3qeQ7h+hBOi4/AqFYWjFtNuS/KHdMeFYCpv79NVYXW/WVIq0vF6CYWjVtGyIlxy5Qn0uZT5qIOO686STXhY9/eITS0VDFx4jqGLNwLgQDuhW/LzqtOUjwh3F5GLBpgxPjNlJ+bQANB/PM2SuftuEQfOawN0e+Vqfg9vNNOIjLubHz71xHY/iZ4Cfxnv9WRM3zgd1obVhz2moQ+pJ7GiUR244X3HvZ8ptsRIN22zMZ2dHwegyZuwTdaIRREq2rAcfDPXS/nOZfroduvcxsAMu0POxdPV1WHPbuHU99SyaQT1jNs4VbwB3Dfs1t2Lp6ujj9B7bQNOGMrweeioTIA/PM2CsDOxdPVF4gzeO5moie/C19LPU5DXcdr0vWHbPTpnYunq+f5eHvbSHY11zBj3DqO/cAbEAx1tMMXiDP4oh2ETzkfX/Nu3H07wPPwz13/zvOX7qftXVcWZH868bFb1fMcWhvKkFYfNaMbWTzuJYJOjBsnPd2jXOr+Pr5k2gZIn11bCMfITPdFMfSnA8f5fXuH0tRayYRJb1H73gY0VNbx3s93fwLo0fkKiIaDxKN+ho/fQtlcJ3m+6sFxthD6086rTlKfm6B25npkwgjU8XVEXfrnrs/bhe98zRmOqGpUUhl5IuJCryflfb7T9+8Hru38pKr+IqMaloCu3hTzxKZSZ5MEPSQA6gb6XEYkmhxs2fxjY4wxfXWkgbBJL1+D4WdF5MtAmYicB1wP/KE3BXQe7IrIAuCvqrozu9U0pnvt778u+Y2v77N/Aw98HvxCfOapREfNzlLNjDHGGNMT+RoMfxH4GLAK+ATwJ+CnvSlARL6rqp8VkT8AZwBbRKQBOlKpX1LV92Svymag6+qqesWQ5ODV0zjtjau7/L0DC3PEIvu6fL7u+fG4gRg1wzbaYLiI2KcsxhhTGvKVJuEB/5366qsHUv9+C5jexfMrMyjbmF5JeJEjPhff/hQAWjYY/JWHPR+sbMPxxzvmrxpjjDEmd/IyGBaRdwG3A8el6iCAqurYnpahqstS/z4rIi8Ac4CpwHbgeVXdk+16G3MkXjfzfUMrngafS3TCDOLDTjzs+eCQRsQfR0Oj+7OKxhhjjOlCvqZJ3A/cDCwjw2WTReRi4Bckl2NuSP3bIiKfVh3Ys8ntY9zc0e6WXI6nnvOO0NVFEccWdTDGGNN38+T9dhNdH+UrWm2pqp6epbLeIJlEcZaq7hGRccBfgDZV7Wr6hDHGGGOMMUD+rgz/TUTuBv4P6Jhsqaqv9qGsPUBtp2kRG4GdQG3GtSxi6fIE0+UQT/3Xe9SJgduuBJuUQSvrqDtlKHvPjbL5I18UgEm33aMSBzcM/maldl2Y+gkhwvObWLvw9rSZhgdyHbu6gp2tOjx44jUa8Rxa4y51ET8r6+H4SocvzV/C8PvXyC+mfkxHVjVxwqitBENhotEA0XCQoydvpPI/d6RtQ+TV2aonXUM81oAXbYDwXvx71+Ff9iLuVeGOnOFYovXw1yxfiru4XZp3Xq3+YWcc8flM9yVAum3Zl+04rlL4wvynGH7/GvnTKR/S009ZTs2szVAbSuZG1rfhtToEbkrfBkifjZ2uDT+fcq2GEz6aYi57wj7+3tDE+UOq+fTZz3L0AyvlL6d+UOe8+wXKZ+yF2kHJgusb8PZB4OZ2AXjtgnk69sc1eFXH4O5fj3/bOryXd+OFA5TdVtfjPn2gX3e+SqOqPerTP538ca2LBFjX7PJo2/Oc6ZvNe49tZ/5pSxnxP6vkb2dcpmde8TjenJnEho2FeAT/3k34Vq/BvSYir198to789btx3Eq8aAPSthO3blNHn+xNGw51IBM60/408WvJ531RcFugZkuM1uEuiUv3s2LB12XCHfeoJMCJJcuo2OHhRjzar21g2UV39iiXOl07+rsNAOna0d9tgPTHyEz3RSEcn9K14aFpV2vccwgnfDTGXF5v9NMaV+77wF8Z+pM3etSfMj0+pWsDQLrz1S9PvEZXN1QysbqNi09bytCz1kHIxduT6NFxthD600PTrtbJw3cy5ZylOGcfQ2zE8fh3bcJ5Yz3utZG85Qzna6Hr04FTgG8A3059fas3BYjI+0TkfcAaoEJEVonIfwPLgVEkEypMEcjnxzrdHBt6JDrhIvy+iozK8O76W0a/bwqTfVxpTOkohfezTZ08snylSZyThWIu6fT9syRvxjuD5M14G1X1C1n4P4zpVtnD3yDxkfsyKqN59xCCWaqPyT+bt2eMKUR2XDqynA6GReRKVX1QRD7X1fOq+p2elqWqV2evZgPPEn2kIP5KLIQ6ZKLtfZ8j0N3NcyQziM3AceCEc6Bv2wnImOJX7Oeqzjr/wW5/vCfleprEgc+Tq7r4OjyANQ0ReU5EjhWRmIh4qa+YiLSISFP2ql2aDrwBlugjeXszHPi/i/XN6O5envY1juRrar7Jp2Lt08aYwxXzeepQpdKObMrpWVpV/yv171cPfU5EPtuH8s4UkSeB63hnEY4rgStU9bwMqjpg2JsiM/FBYwhkWEb54Mas1MUUhs5XWuz9ZYwpZHaMSiqkS1afA77bh98bBsxV1Z+nfv4fEfmsiDygqouzVrsSls+Pf/L90VPq5vg+qxh2Zsdyy31VffZebCJFabEpEsaUlnyfq0z/ykvOcFdE5G1VHdWH31sCjANOSD20CLgGGKGqU7JYRWOMMcYYU2IK6cpwr0flIvIlYDZQDsRSDyeAFuDH2ata8Zn8u9vV8xzC9SGcFh+BUa0sGLeacl+UO6Y9mjZPUET0SH8JH8iGPGv+XerEFSeSwNcag7Xr0VicPZ86nZXfv1myUQfoeoL/gbzTdHW4YvBnNOFBTJW2hMcmdrGu/WnuPn4Rn1t/n9w19gZdMPF1Bg+tw/EniLUHaWyoIRb3M+PJJ9K2oanxyxqoGEMi3kIi1gBtO3HrtxBY9k/cK1o7coYTXoRYrKHL17SvPltl0oePWEam2xHSZ/j2Zju2xBNskd0HbcdHZ12p8y58itAJ+6GmPJUz3EJ4/WAqv7EzbRsgfdZoujbMr7xB27w4LbSzx7eDbS3P4HeH8ZWRl3Hr5h/In075kM5d+ATu+ARUVSV/sb6ByNpKKu7cLQD1N45T31fmgi+Er2ETgW1vwWtbefW38zj92ccz3hc9yVydWbFYV7T9igkVlzDdHcWQoFDtVyZUt/GxtT+VF8+6RE+57mni02YRG3I8Eo/gr9uC75XluNdFpPXfjlL+/Quoxjtyq7Pdn9LllabrT3Mu/5aKB05ccaIeod1t8NZmtn9qBqvvvllmL/q2IqACTgLcdo/KV7ay47KxrLz3ZoHsHOP6sw0A6drR322A9MfITPdFIRyf0rXh6qE3qSPJqKm4B81xjyejS7jlqHO5dfMPstKfMm0DQLrz1fkV1+tW2c13J7ucPOM1as/YCFUhIitCVNy5O6vn3M6W6CNZ60/fHHe9fvi0pQyb9SbO6aOIjpyIW7cV55U1+K/PX85wrtMkmul60CtAWW/LU9X/AP5DRP5DVb+Uaf3MwToPQO0joq5VVE8l4UXSrineXaKEu2cbiUnZrZcxxpjSo3jv/CB5GzuWnFzfQFeVzfJEZBLwJeB+EZmVeriK5Pzjr/ZxRTvTBZv72LVovBHJMC1C4rH0LzLGGDPgxYlDxrdtm0MV0jSJvvh/wEnAoekUp5AcFM/NeY1KSKHcBJTv/787PRkIW86wMcaYbEiIXTzpD0U9GFbVj4vISuB9qloPICKDgWdV1QbCGeg8LcKmSBxZLLwLf2hEt69xxCVBJEc1MsYYU6p86u/3/6OQL0D1l1wvupFVIvI+4BlglYg8LCIPA68BT6eeMyWgkAfjmgj36HW28IYxxphMucV9DbNgFfVgGLgEqAY2ABcD44G1wGKSi28Y0698waEZlxEdU4IJgJ6X/jXGGGN6RToP2/opGreQL0D1l4LJGc6EiDwOfBE4sATzcODLqmpXh40xxhhjzBEV/fV2EXkPcB5wDrAHOA54nT7kFpeSqb+/TVWF1v1lSKtLxegmFo1bRsiJccuUJ2TSbfeoxMENg79ZqV0Xpn5CiPD8JtYuvL1HmYjpMglzWYeu6vGk97CUB8eq6wRxJDnPKpJoIhzdRlVoPE3tr8sPJnxSL5i8mqraRhyfR7QtRH39IHbVD+G8pb9J24Yj5gz//Vnc6yIdOcOxROvBr2ncRmDZP3AXtUhT860aKDv28DKWP4+7qCXj7QjpsyHTZWSWBceoT4L4UtM9IolmIrEdVIcm0ti+RpbMvlznXPAMgbHNUF2R/MWGVtpWD6f621vTtgEg0/4g4naTuRqXv51xmc5Z+Fd8Yx2oqk5eva5voH3FYKruflsA2v59uMZvvAwcN5kzvGMDvLaRP/7scha++mBO+rQjIT2r7CqOKwtRHYCAo0Q9YUNznD+2/FDWzJ+rE69ZRmzyTOK1ow/LGY7/JKjRq+7G88Jd5gznoj+ly7+98KjrVVwf+HzJx8JhEvvqcI8ewZ+3f18unPwl9apCeEEXL5C8EuY2R3Ea2/jLm3clc6n7eV9k2gaAdO3I9TGyP/ZFIRyf0rVhVNU8rfGGUKkVlJE8F9RJE/tkBztans1Jf+pJxni685WIq9cfdQMfHLeVqdPWUnP6FqgM0v5yJVXf3J6T/pTpvvjRxE/opWc8z+Dp6+HUscSOHp/MGX5pDf5PD5Cc4X5yB/AA8AGSqRITgSuA3+ezUgPJEn2kIG64y8ek/57mDHcr3p6t6hhjjClAh54n+8ob0Jf5+k+xzxkGiKnqtcB+YDoQAiKqemN+qzWwLNFHBuQdqLFEa+bRaT28Cc8YY0zfOCUx3DH9pRSuDDeISCXwODCC5FSJvfmt0sCVzwFxoU76t5xhY4wZ2Ar1/GSSSmEw/B5gPnABMJLU8uMi0qSq1Xmt2QBQKAtz5KsOljNsjDGmrwrh3GmKeDAsIs28c5NcJdAGHVM3w8AGETlXVZ/KR/0GmoH6V29Pc4a75RTt2/BwlqhmjClAXp4PTtmaM2z6R9GehVW16sD3IvJPVX1Xp599wInAQ6l/zQDR24NNbTBCqCyMPxTF8cdRFUJtEYJuz5a8zEbOsASHZVxGvlUF2/GVRSDkgi91WHEF8WV0a2HOOWWR5B8njgvioo6DE4CyHvaHghDsdEN2kf6hFR9aSbzMRyLkQ1NNUEfo/7W3sqsU2lEKbRiZGE21hKhwffid5PvDFxuU08ypI52benPOKg+OYVjQoyIYxg1FwBVwXcQtnqsQgwIRAmURJOihrh91kqkT+Z7SXSo5w98jOV/4UTjo8+hhqvpfeamUMcYYY4wpeMV52eBw1SSnSZzf6TFV1WvyVJ+8O/GxW9XzHFobypBWHzWjG1k87iWCTowbJz0tE7+WzBv0RcFtgZotMVqHuyQu3c+KBV+XOZd/S8UDJ644UY/Q7jZ4azPbPzWD1Xcn8wbT5QkWQh0Oztj0HbSNVOPyyPSP6Myx66msbcLxJYi1h2jYP4hNe0Zw8Su/StuGI+UMu0/8g8BN7d3nDC99Bndxu8S8X2jCi7zzfPtefE1vE3xjGe6CnRlvR4B02zL9duw+w3fl+efphDOX4T+uDQalPrRpaCb8Zi2V30jfBoBM+0NlaKKGfNUEpRJHfES1jT2tL1EWGE1bZKO8seAsHXvOyzij/cmcYYDGRqJrg5R/da8AxB+u0bZzk4cN3/51+HdtwnljPX/44eVcuvzBnPTpEys+qFP8RzE8JFT5FZ8o7XFheUOUp9t+LLs+Ok2HXrKN2MTpxIccj8QjuHVbcF9fibuoRaLPTVVv9k2H97e3VhRQf+o++/Y853J1ystxBtei5SHwu6CKt2ELf21/UHJxjMu0DZDMZO2uHYV3jOz9viiE/pQu+1bEVcepoio4igpnCAEpR0mwtfU5PK+lIPoTQLrjrIirXz72ei4as4VJU9+g5rTNUFtJ9FUf5XfsKYj+lG5f/HbGYj1z1nJqp21ATh5DZNQU/HVb8a1ahXt12HKGM6GqV+e7DqbQ+dK/pBNPe/aezErOsCl4krdDtDHGmP5W/MF7Ir49Ij8Skd+JyB4R2S0ivxWRY/NdNVNI0g9Xu7lAckRZyRk2ueUU/2HPGGNM9hT/WUE1sRU+6MBjwDEk49X+APw8vxUzJskGy8YYY0zhKolpEq9CPAGXAnGgFWj6CJyQ52qZgpWgt9MmjsRyho0xxpjiVhKD4aMg/hrUnAjnAqyG4y+FYL7rZYqL9nCe8EG/Y0spFx+veGKIjDHG9L+SGAwvhNnAD4CLSSYHPg+cUfyhcaZ/pL8q7PRw/nA2coZLTufBplcad56VQAKlMcaYIyiJnGFEJgA/Ao5C9URETgLeg+rX81wzY4wxxhhTwEpiMLxaZFcMPjwTvo3qTBGp3QobR6nW5rtu+XLiY7eqqtDSUIa0udSOrmfx2Jcod6J8cuKzMuGOe1QS4MTADUPFDg834tF+bQPLLrpTZi/6tiKgAk4C3HaPyle2suOysay8N5U3OPlL6lWF8IIuXiB5L6bbHMVpbOMvb94lhVCHdPmSv5t5pU4fu4HKQQdyhoM07K9l0+4RXPTKr9O24bCc4fa9uPs34Hv0RYJfbOo6Z7h9L27DZpzfvEjoK/U9yhnOZDsCpNuWPdmOPqeGquAoKn1DCWgZnnhsbX2OhNcor10wTyf8yzLc48JQXZnshIfkDHfXBoBM+8PoqvN1WGIElZQRkuTV/3ptZ6fvbd5uXvJOzvCYIFSk6nhozvBva7XtnI8CnXKG31rPE/e9ryN3ur/79Jzyj+nkikqGBpUqv4dflLAnrKp3eKTx3q5zhuvfxl2zvOuc4VR/65wznO/+lC67ticZvv29LzJtA0C6dhTCMTLTfVEc/an7/N5C6E/J/tL9+aq2fIbePPxMzj9uCxOmvEn1qVsOyxku9P706Kwrdc7M5Qw6aSMys1PO8JpVuFflL2e4+NMkAIWqmapPd/ysWt9ic4ZNDlRUT8WRkphtNLD0Ml5NcrluqzHGHMFBRyILQM+akhgM74fE4yIzSfWTTSIf3d2TYFljMhRLtOa7CiYHFDvpGGPyS7Gbf/tLSQyG74avDoLnojCtUaRpH9z3n3BrvutlBoZ0OcKWM2yMMcYUrpL4fPdx1W+LyJ9HwIUuONvgT6q6Nt/1MqXPcoaNMcaY4lYSV4YRCT4GH/gpzHkbyvfCR7aKfCff1TKlz3KGBwabM2yMyTcpkSFbISqJK8NrYXUZlD8HgYvhhXbw/RI++BX4XL7rVsriQyuJl/lIhHxoqiepI/gHUB16nDO89gHcaBh/NIy0tSKN9ezfdAyh/q1ej+V7O2bDsYlR1DohKlwfASc5x9cfc0gkjjn8xb1ceCOXc4aPcssZElSGBONUugl8orQlfAwKZGfVxFwohf5UCm2A0miHteEd+b57oRT2RVdKIlptnUj7BCgHXlXVmQAi8pqqnpTnqhljjDHGmAJWEleGl0GzwomSSpMQkYp81ynfznMuP+JfOU96D8vYX9+p6glaF8TfIsRGRjnlhM0EnAT/O/u/ZfLvblfPcwjXh3BafARGtbJg3GrKfVHumPaoAEz9/W2qKrTuL0NaXSpGN7Fo3DJCToxbpjyRNp8yF3XYedVJqgkf+/YOoaGliokT1zFk4V4IBHAvfFt2XnWS4gnh9jJi0QAjxm+m/NwEGgjin7dROm/HJfrIYW2Ifq9Mxe/hnXYSkXFn49u/jsD2N8FL4D/7rY6c4QO/09qw4rDXJPQh9TROJLIbL7z3sOcz3Y4A6bZlNraj4/MYNHELvtEKoSBaVQOOg3/uejnPuVwP3X6d2wCQaX/YuXi6qjrs2T2c+pZKJp2wnmELt4I/gPue3bJz8XR1/Alqp23AGVsJPhcNlQHgn7dRAHYunq6+QJzBczcTPfld+FrqcRrqOl6Trj9ko0/vXDxdPc/H29tGsqu5hhnj1nHsB96AYKijHb5AnMEX7SB8yvn4mnfj7tsBnod/7vp3nr90P23vurIg+9OJj92qnufQ2lCGtPqoGd3I4nEvEXRi3Djp6R7lUvf38SXTNkD67NpCOEZmui+KoT8dOM7v2zuUptZKJkx6i9r3NqChso73fr77E0CPzldANBwkHvUzfPwWyuY6yfNVD46zhdCfdl51kvrcBLUz1yMTRqCOryPq0j93fd4ufJfEYPhc0DisWA+JvSLb3oLaGmjId73yras3xTx5fx5qUrok6CEBUDfQ5zIi0eRgy+YfG2OM6asjDYRNekU/GBYRuRve+zKM2wDvBmQcPPv/wXP5rpspfe3vvy75ja/vs38DD3we/EJ85qlER83OUs2MMcYY0xNFPxhWVRWRHypcAxxYfnk1qlvyWS9Terq6ql4xJDl49TROe+PqLn/vwMIcsci+Lp+ve348biBGzbCNNhguIvYpizHGlIaSyOn4LrS1wv8Bw1NfDyJyY35rZQaShHfkHOH49qeIb38KbX27y+eDlW34K9o75q8aY4wxJndKYjB8AZx6FIwRuEJgYTXIm/DNfNfLDBxeN/N9QyueJrTq77gNm7t8PjikkcCQRhsMG2OMMXlQ9NMkAI6HzVPgPS+TXOZrEgTHwGN5rlbe2ce4uaPdLbkcTz3nJbp+XhRxij/i0BhjTP7Mk/fbTXR9VBI5w4h8rhU++TRsAHQujKuAH6H63XxXzRhjjDHGFK6SuDIsUDkH5CPJ753zgBegsgSG+X2WLk8wXQ7x1H+9R50YuO1KsEkZtLKOulOGsvfcKJs/8kUBmHTbPSpxcMPgb1Zq14WpnxAiPL+JtQtvT5tpmIs6PHjiNRrxHFrjLnURPyvr4fhKhy/NX8Lw+9fIL6Z+TEdWNXHCqK0EQ2Gi0QDRcJCjJ2+k8j93pG1D5NXZqiddQzzWgBdtgPBe/HvX4V/2Iu5V4Y6c4Vii9fDXLF+Ku7hdmnderf5hZxzx+XR1EBE90qcAT3oPJ7Mh02zLvmzHcZXCF+Y/xfD718ifTvmQnn7KcmpmbYbaUDI3sr4Nr9UhcFP6NkD6bOx0bfj5lGs1nPDRFHPZE/bx94Ymzh9SzafPfpajH1gpfzn1gzrn3S9QPmMv1A5KFlzfgLcPAje3C8BrF8zTsT+uwas6Bnf/evzb1uG9vBsvHKDstrqc9OmfTv641kUCrGt2ebTtec70zea9x7Yz/7SljPifVfK3My7TM694HG/OTGLDxkI8gn/vJnyr1+BeE5HXLz5bR/763ThuJV60AWnbiVu3qaNPZtqGbPSniV9LPu+LgtsCNVtitA53SVy6nxULvi4T7rhHJQFOLFlGxQ4PN+LRfm0Dyy66s0e51Jnui0zbAJCuHYVwjMx0X/Tk+HSkNhzIGO/vffHQtKs17jmEEz4aYy6vN/ppjSv3feCvDP3JGwXRnwDSna9+eeI1urqhkonVbVx82lKGnrUOQi7enkSPjrOF0J8emna1Th6+kynnLMU5+xhiI47Hv2sTzhvrca+NWM5wn4hUo9o0DK74Mrz74tQ0iWEQ+gT8Dfh6nmtoClw3x+keiU64iHJfBfFYQ5/L8O76G3zrjIzqceCjMZsaY4wxxvROsd9A978AK2HUhfAC8ArwynvghZVwbH6rZgaCsoe/0W2SRE807x6SpdoYY4wxpreKezCsugDgGPirC36Bvws864LvGPiDiNwrIvfmu5qmdLW973N43d08B2mfz1RXV4OX6CN2I4UxxhjTA8U9TSJlC4w/Dr7c6aFntsC/HmfxaqafubuXw9gx3b7GEZcEmV09TsemRxhjjDF9U9yDYZEQUD4a4pqMUjsw+boa+KKq/iJ/lTMDQXzQGAIZllE+uDGj31+ijxw2GLbBsTHGGNMzxT0Yhk8An/Vg5G7YEQdXgRbwfg7Nd+e7dqbgpW5m7rOKYWd2LLfcV9Vn76V/J1IYY4wx5khKImf4iyK774KPAsuAjpUNVLUub5UyxhhjjDEFr7ivDIvMRfXpXdCoUAacecgr/i8f1SoEk393u3qeQ7g+hNPiIzCqlQXjVlPui3LHtEfT5gn2JGv0rPl3qRNXnEgCX2sM1q5HY3H2fOp0Vn7/ZimEOlwx+DOa8CCmSlvCYxO7WNf+NHcfv4jPrb9P7hp7gy6Y+DqDh9bh+BPE2oM0NtQQi/uZ8eQTadvQ1PhlDVSMIRFvIRFrgLaduPVbCCz7J+4VrR05wwkvQizW0OVr2lefrTLpw0csI9PtCOkzfHuzHVviCbbI7oO246OzrtR5Fz5F6IT9UFOeyhluIbx+MJXf2Jm2DZA+azRdG+ZX3qBtXpwW2tnj28G2lmfwu8P4ysjLuHXzD+RPp3xI5y58And8Aqqqkr9Y30BkbSUVd+4WgPobx6nvK3PBF8LXsInAtrfgta28+tt5nP7s4znp0zMrFuuKtl8xoeISprujGBIUqv3KhOo2Prb2p/LiWZfoKdc9TXzaLGJDjkfiEfx1W/C9shz3uoi0/ttRyr9/AdV4R251ofWnOZd/S8UDJ644UY/Q7jZ4azPbPzWD1XffLLMXfVsRUAEnAW67R+UrW9lx2VhW3nuzQP8f4zJtA0C6dhTCMTLTfZGN/pQuizjTNlw99CZ1JDmPMu5Bc9zjyegSbjnqXG7d/IOC6E8A6c5X51dcr1tlN9+d7HLyjNeoPWMjVIWIrAhRcefuouhP3xx3vX74tKUMm/UmzumjiI6ciFu3FeeVNfivt5zhvjoLePpqCD8DXz0etvg6XRk+dgAPhk1uVFRPJeFFOMJCyx26S5Rw92wjMSm79TLGGFN6FO+dHyRvY8eSU9yDYdXbAM6GA9MhylP/ClACE0AGtq5uDCs00XgjIpm9jSQey1JtjDHGlLI4ccj4tm1zqOIeDIt8DuB+Ds+tErCxsOl3PRkI93fOsDHGmIEhIXbxpD8U92AYqgBmwPAxMGoZrEmAOxlOXgtb81s1MxDEwrvwh0Z0+5pc5AwbY4wpfT7157sKJam4B8OqXwWYJfIu4KzzVJsB/j+RIaPhzbzWrcgdOkXhwGpmuZy2UOhTJAA0Ee7R65IDYmOMMabv3CIfthWq4l6O+R2jgeiBHx4Ad3hy4Q1TxI60nHAhLTPsCw7NuIzomClZqEmB8bz0rzHGGNMr0nnYZndGZU1J5Az/h8iuS6Hmj9DkgVwItevhz5eqviffdTPGGGOMMYWrJAbDInLcw3DiTDjVBa8G/jRI9ZV81yufpv7+NlUVWveXIa0uFaObWDRuGSEnxi1TnpBJt92jEgc3DP5mpXZdmPoJIcLzm1i78PYeZSKmyyQshDqUB8eq6wRxJDnPKpJoIhzdRlVoPE3tr8sPJnxSL5i8mqraRhyfR7QtRH39IHbVD+G8pb9J24Yj5gz//Vnc6yIdOcOxROvBr2ncRmDZP3AXtUhT860aKDv28DKWP4+7qCXj7QjpsyHTbcey4Bj1SRBf6obBSKKZSGwH1aGJNLavkSWzL9c5FzxDYGwzVFckf7GhlbbVw6n+9ta0bQDItD+IuN1klcblb2dcpnMW/hXfWAeqqpNXr+sbaF8xmKq73xaAtn8frvEbLwPHTeYM79gAr23kjz+7nIWvPpiTPu1ISM8qu4rjykJUByDgKFFP2NAc548tP5Q18+fqxGuWEZs8k3jt6MNyhuM/CWr0qrvxvHCXOcOF0J8uPOp6FdcHPl9y/4TDJPbV4R49gj9v/75cOPlL6lWF8IIuXiB5JcxtjuI0tvGXN+9K5lL3877ItA0A6dpRCMfITPdFLvpTuhzidG0YVTVPa7whVGoFZSTPBXXSxD7ZwY6WZwuiPwGkO1+JuHr9UTfwwXFbmTptLTWnb4HKIO0vV1L1ze1F0Z9+NPETeukZzzN4+no4dSyxo8cnc4ZfWoP/05YznBFV3YLINmA5B9okMhpVu4nO9Kue5gx3K96ereoYY4wpYV7xX78sSMU9GBZxgNeA/wJuA3aTXHRDSEarnZS/ypmBIJZozbyQHt6EZ4wxpm+ckrlFyvSH4h4Mq3qIrAT+HzAR1bp0v2JMrlnOsDHGGFO4inswnHQ0cCzwMCItHY/azXMmByxn2BhjjClupTAY/irwr8AoYD0HItZEPofqd/JYLzMA9DRnuFtOYb4N+xRhZ4lqxpgC5NnByXSjMM/CvaH6LCLvBfYB2wE/yTnDVXmtlykKtcEIobIw/lAUxx9HVQi1RQi6PVvyMhs5wxIclnEZ+VYVbMdXFoGQC77UYcUVxFdcS404ZZHkHyeOC+KijoMTgLIe9oeCEOx0Q3aB/qGVTnxoJfEyH4mQD001QR2h2NbeKoV2lEIbRiZGUy0hKlwffif5/vDFBiXvLCoi5cExDAt6VATDuKEIuAKui7jFM9AfFIgQKIsgQQ91/aiTTJ3I95Tu4o9WE/k4cB0wGJgBjAW+g+q5+ayWMcYYY4wpfKUwGF4BfBR4HtibenQ4cAqqa/JUq7w78bFb1fMcWhvKkFYfNaMbWTzuJYJOjBsnPS0Tv5bMG/RFwW2Bmi0xWoe7JC7dz4oFX5c5l39LxQMnrjhRj9DuNnhrM9s/NYPVdyfzBtPlCRZCHdJlzz4y/SM6c+x6KmubcHwJYu0hGvYPYtOeEVz8yq/StuFIOcPuE/8gcFN79znDS5/BXdwuMe8XmvAi7zzfvhdf09sE31iGu2BnxtsRIN22zHQ7rjz/PJ1w5jL8x7XBoNSHMg3NhN+spfIb6dsAkGl/qAxN1JCvmqBU4oiPqLaxp/UlygKjaYtslDcWnKVjz3kZZ7Q/mTMM0NhIdG2Q8q/uFYD4wzXadu41APj2r8O/axPOG+v5ww8v59LlD+akT59Y8UGd4j+K4SGhyq/4RGmPC8sbojzd9mPZ9dFpOvSSbcQmTic+5HgkHsGt24L7+krcRS0SfW6qerNvOry/vbWiYPpTuqzS85zL1Skvxxlci5aHwO+CKt6GLfy1/UHJxTEu0zZAMpO1u3YUwjEy031RCP0pXQ6xiKuOU0VVcBQVzhACUo6SYGvrc3heS0H0J4B0x1kRV7987PVcNGYLk6a+Qc1pm6G2kuirPsrv2FMU/em3MxbrmbOWUzttA3LyGCKjpuCv24pv1Srcq8N5yxkuhayRCHAfsB3V44BxwA7gv/NaK1PUPO3Ze7KieiqOFOdH0abnJG+HaGOMMf2tFAbDzwLHAwlEzgMeBn4NVOS1VqbodHNx4YhiiVaLTis2Tikc9owxxmRLKZwVvgjsBOLAzcBSoB3YlM9KGXOADZaNMcaYwlX8g2FVDzgXeBoYAXwAGApcnc9qmYEhFt6V9jU2jcIYY4wpXLkfDIs4iKzOYnnvAn4DXAgMAmqB96Ban7X/wwwI2sN5wgf9ji2lXHy84okhMsYY0/9yf8nqwBLKIqNR3ZqFEu8H2oCLgAMD4BpEnkD1giyUbwYgp4fzh7ORM1xyOg82vdK486zYQ3eMMcYcWX6i1USeBk4FXgJaOx7vyxLKIkuBAKozD3l8+WGPGWOMMcYY00m+JjN+NYtl/Q34KCILgQNXmkdQdGvLZNfOq05SPGHf3qE0tVYyYdJb1L63AQ2V4Z+3UR6adrXGPYdwwkdjzOX1Rj+tceW+D/yVoT95Q64eepM6klzKL+5Bc9zjyegSbjnqXG7d/AMBGFU1T2u8IVRqBWWp9YjqpIl9soMdLc9KIdQhXb7k72ZeqdPHbqBy0IGc4SAN+2vZtHsEF73y67RtOCxnuH0v7v4N+B59keAXm7rOGW7fi9uwGec3LxL6Sn3anOFMtyNAum3Zk+3oc2qoCo6i0jeUgJbhicfW1udIeI3y2gXzdMK/LMM9LgzVlclO2ClnOF0bADLtD6OrztdhiRFUUkZIkhmY9drOTt/bvN285J2c4TFBqEjV8dCc4d/Wats5HwU65Qy/tZ4n7nsfF7/yq5z06TnlH9PJFZUMDSpVfg+/KGFPWFXv8EjjvV3nDNe/jbtmedc5w6n+diBnuFD6U3fvy3R5q7k4xmXaBkifG1sMx8j+bkNu+lP3OcSF0J8O9Jfu2lFbPkNvHn4m5x+3hQlT3qT61C0H5QwXQ396dNaVOmfmcgadtBGZ2SlneM0q3KvylzOcn8Fwcgnl44DxqC5BpBzw9bG004HdJOPUGlKPDQLem2k1jUmnonoqCS9CcS06bHCcXs0dloH9t7UxpkAcdCSyAPSsyc9g+OAllMcBI4Efk0yF6B3Vc1JlDgVmk/yj5gVU92WptqYbTgEEkuSzDrFEa8mkRRTCvixUip10eqsU+lMptAFKox3WBlAK4+bfUtgXh8pXi24A3gU0AaC6juQSyr0nUoPId0jOP/4v4GzgKEROy0ZFjUknXY6w5QwbY4wxhStfg+EIqtGOn0Rc+j7H92fAvwD/JLnYRhPwn8APM6yjMWlZzrAxxhhT3PI1GH4WkS8DZZ2WUP5DH8saB/hQXQw0o/pVYBQQyE5VTXe8AvjYJp91KKWc4ULYl4XK5gz3Xin0p1JoA5RGO6wNIAUyPaEU9sWh8nXJ6ovAx4BVwCeAPwE/7WNZ7UA1Ij5AU4twxMhf2waMkYnRVEuICteH30nOqfTFBuU0xyPfdehxzvDaB3CjYfzRMNLWijTWs3/TMYT6t3o9lu/tmA3HJkZR6yTbEEi1wR9zSCSOOfzFvVx4I5dzho9yyxkSVIYE41S6CXyitCV8DAr09R7j3CuF/lQKbYDSaIe14R35vnuhFPZFV/KVM3wp8CdUI1koawbwe2AYyavB+4Aw8HlUH864fGOMMcYYU7LyNRj+OTAX+DvJSLQn0D7eZSTikEyRiJC8eS4CPIXq61mpa5E6z7n8iDv2Se9hGfvrO1U9QeuC+FuE2Mgop5ywmYCT4H9n/7dM/t3t6nkO4foQTouPwKhWFoxbTbkvyh3THhWAqb+/TVWF1v1lSKtLxegmFo1bRsiJccuUJ9JmO+aiDjuvOkk14WPf3iE0tFQxceI6hizcC4EA7oVvd+QyhtvLiEUDjBi/mfJzE2ggiH/eRum8HZfoI4e1Ifq9MhW/h3faSUTGnY1v/zoC298EL4H/7Lc6coYP/E5rw4rDXpPQh9TTOJHIbrzw3sOez3Q7AqTbltnYjo7PY9DELfhGK4SCaFUNOA7+uevlPOdyPXT7dW4DQKb9Yefi6arqsGf3cOpbKpl0wnqGLdwK/gDue3bLzsXT1fEnqJ22AWdsJfhcNFQG0JF1vHPxdPUF4gyeu5noye/C11KP01DX8Zp0/SEbfXrn4unqeT7e3jaSXc01zBi3jmM/8AYEQx3t8AXiDL5oB+FTzsfXvBt33w7wPPxz17/z/KX7aXvXlQXZn0587Fb1PIfWhjKk1UfN6EYWj3uJoBPjxklPy4mP3aqqQktDGdLmUju6nsVjX6LcifLJiQcyWfv3+JJpGwDStaMQjpGZ7oti6E89yTnPd3+CZNZx2vMVEA0HiUf9DB+/hbK5TvJ81YPjbCH0p51XnaQ+N0HtzPXIhBGo40tGXQL+uesHXM7w1Yj4gfnAh4H7EHkS1Wt7XIbIlag+CHwW+AxwL8kL9YFUuQN6MAyHn6wB5sn781CT0iVBDwmAun2foh6JJgdbpTT/2BhjTG4daSBs0svfvFrVGCJ/JjmALSO5SEbPB8NQkfq3CtgMnMY7A+Ain71iikX7+69LfuPr++zfwAOfB78Qn3kq0VGzs1QzY4wxxvREvhbduBD4EHAO8AzJm+c+0KsyVP8r9d0S4BaSg+M4yfnCPkRuQbU6SzU2psur6hVDkoNXT+O0N67u8vdiidbkv5Gu14Gpe348biBGzbCNNhguIvYpizHGlIZ8XRn+KMm5wp/Iwk1030e16qBHRF5FdVaG5RrTYwnvyN04vv0pALRsMPgrD3s+WNmG4493zF81xhhjTO7ka87whzIuQ+QM4D3AZER2AjuBx1LPFk8GkSkJXjfzfUMrngafS3TCDOLDTjzs+eCQRsQfR0Oj+7OKxhhjjOlCbgfDIs0cPJ+3852D2stpDQGSN99FSC7aMZHkVIufAvb5JfYxbi51G4YSTz3nJbp+XhRxbJq7McaYvpsn77eb6PooP9Fq2SKyAngvqltSP9v0CGOMMcYY02P5GwyLTAf+JfXT31F9rZe//13gQmB3p0dnActIXnG+GdVXM69ocUqXJ5guh3jqv96jTgzcdiXYpAxaWUfdKUPZe26UzR/5ogBMuu0elTi4YfA3K7XrwtRPCBGe38TahbenzTTMRR0ePPEajXgOrXGXuoiflfVwfKXDl+YvYfj9a+QXUz+mI6uaOGHUVoKhMNFogGg4yNGTN1L5nzvStiHy6mzVk64hHmvAizZAeC/+vevwL3sR96pwR85wLNF6+GuWL8Vd3C7NO69W/7Azjvh8ptsRIN227Mt2HFcpfGH+Uwy/f4386ZQP6emnLKdm1maoDSVzI+vb8FodAjelbwOkz8ZO14afT7lWwwkfTTGXPWEff29o4vwh1Xz67Gc5+oGV8pdTP6hz3v0C5TP2Qu2gZMH1DXj7IHBzuwC8dsE8HfvjGryqY3D3r8e/bR3ey7vxwgHKbqvLSZ/+6eSPa10kwLpml0fbnudM32zee2w7809byoj/WSV/O+MyPfOKx/HmzCQ2bCzEI/j3bsK3eg3uNRF5/eKzdeSv343jVuJFG5C2nbh1mzr6ZCH0p4lfSz7vi4LbAjVbYrQOd0lcup8VC74uE+64RyUBTixZRsUODzfi0X5tA8suurNHudSZ7otM2wCQrh2FcIzMdF8UQ396aNrVGvccwgkfjTGX1xv9tMaV+z7wV4b+5I0e9ad0OcSZtgEg3fnqlydeo6sbKplY3cbFpy1l6FnrIOTi7Un06DhbCP3poWlX6+ThO5lyzlKcs48hNuJ4/Ls24byxHvfaSN5yhvOz0LXITcBDwPDU10OI3NjLUh4AdpGMVjvwtQ6oTn3/razV1/SLJfpI3j/S6eb41iPRCRfh91Wkf2E3vLv+ltHvG5NN+X5PZksptKMU2mBMMchXmsTHgNNRTWZOidwFvAB8v8clqC4jueKcMXlT9vA3SHzkvozKaN49hGCW6mOMMcZ0ZYk+YvcSHUG+BsMCdL6bKMHBN9P1oARZRfIK8KGSWcOqh9+2bwpKKbwp2973OQJpVhL3+rjSuDH5UArvSyiNdpRCG4wpBvmZJgE/B5YicjsiXwVeBO7vZRkLgJeA5tTXitSXB4xEZG7WaluCuvr4LdfTFkrhI0B39/K0r3Ekfws9mtwqhT5dCNOXsqEU2lEKbTCmGOQrZ/g7iDwDnJl65GpU048qDi5jC/ABRP6J6rsOek7kFeA/gNMzr6wxRxYfNIZAhmWUD27MSl2MMcYY03u5zhkuB2KoxlB9FZFW4CLgeKB3g+F3VCByJqrPpf6POSTbla+r3kWhq4/fcp1RWAgfAapmdvNqxbAzO5Zb7qvqs/diEylKQyH06UyVQhugNNpRCm0whcXmDXctt9FqIn8HPobqOkROIDnN4SFgCvAyql/sQ5knAz8DalKPNABfBf4V1TOyUW1jjDHGGFOacj0YXoXqtNT3dwCDUb0BkQCwrOO5npf3B95Z0e7AVe5q4GjgSlRfyEq9i9Dk392unucQrg/htPgIjGplwbjVlPui3DHt0bR5gj3Jhjxr/l3qxBUnksDXGoO169FYnD2fOp2V379ZCqEOVwz+jCY8iKnSlvDYxC7WtT/N3ccv4nPr75O7xt6gCya+zuChdTj+BLH2II0NNcTifmY8+UTaNjQ1flkDFWNIxFtIxBqgbSdu/RYCy/6Je0VrR85wwosQizV0+Zr21WerTPrwEcvIdDtC+gzf3mzHlniCLbL7oO346Kwrdd6FTxE6YT/UlKdyhlsIrx9M5Td2pm0DpM8aTdeG+ZU3aJsXp4V29vh2sK3lGfzuML4y8jJu3fwD+dMpH9K5C5/AHZ+AqtS9t/UNRNZWUnHnbgGov3Gc+r4yF3whfA2bCGx7C17byqu/ncfpzz6ekz49s2Kxrmj7FRMqLmG6O4ohQaHar0yobuNja38qL551iZ5y3dPEp80iNuR4JB7BX7cF3yvLca+LSOu/HaX8+xdQjXfkVhdaf5pz+bdUPHDiihP1CO1ug7c2s/1TM1h9980ye9G3FQEVcBLgtntUvrKVHZeNZeW9Nwv0/zEu0zYApGtHIRwjM90XxdCfrh56kzqSvEs/7kFz3OPJ6BJuOepcbt38g6z0p3Q5xOnaAJDufHV+xfW6VXbz3ckuJ894jdozNkJViMiKEBV37i6K/vTNcdfrh09byrBZb+KcPoroyIm4dVtxXlmD//qBkzPceUPPBZ5MPqpRkje+9da3gHtJ3ji3DdhJcrrFg8AxGdTTFIBiuHGkonpqj26Q6y5Rwt2zLZtVMsYYU6K081BJ8jZ2LDm5voHuNUS+BWwHTgD+CoDIoD6VpvosIn8BGkmuPNc5ru0e4LcZ1NWYtKLxRiTDtAiJx7JUG2OMMaUsThwyvm3bHCrXg+GPAzcBY4DzUW1LPT6Fvq8YdyyqFx72qMhn+1ieKRDFMMm/JwNhyxk2xhiTDQmxiyf9IbfTJFTbUf1PVG9CdWWnx59H9YE+lvo8Il3NNc7hZGjTH4phmkQsvCvtayxn2BhjTDb41J/vKpSk3A6GRd6LyA2dfl6KyMbUV+8vAyZXofsIsBKRMCLtHV9wVNbqbcwRaCLco9fZgNgYY0ym3LwtHFzacr1V/xX4UKefg8CpQAXJVel6eylwATDyCM9t73XtTEEphmkSvuDQjMuIjplSeqHYXl/uhzXGGNMd6Xy2yHIa2EDOIM51tNrLqJ7a6ecfoPrp1Pcvojq7j+VOB/4l9dM/DpqCYYwxxhhjzBHk+spw7UE/HRgIJw3rdWkizYA/9XXgLiUXkRgQRbW6b9U0xhhjjDEDQa4Hw0sR+Tiq/33QoyKfILkaXe+oViHyGnAGqq2psiqAF1A9KfPqFq+pv79NVYXW/WVIq0vF6CYWjVtGyIlxy5QnZNJt96jEwQ2Dv1mpXRemfkKI8Pwm1i68vUcB4ekCunNRBxHRI32s86T3sJQHx6rrBHEkedNBJNFEOLqNqtB4mtpflx9M+KReMHk1VbWNOD6PaFuI+vpB7KofwnlLf5O2DUdcUOPvz+JeF+lYdCOWaD14UY3GbQSW/QN3UYs01X9eA1XjD190Y/nzuItaMt6OkD4oPd2+LAuOUZ8E8aXmPkcSzURiO6gOTaSxfY0smX25zrngGQJjm6G6IvmLDa20rR5O9be3pm0DQKb9QcTtJvQ+Ln874zKds/Cv+MY6UFWdnMpR30D7isFU3f22ALT9+3CN33gZOG5y0Y0dG+C1jfzxZ5ez8NUHc9KnHQnpWWVXcVxZiOoABBwl6gkbmuP8seWHsmb+XJ14zTJik2cSrx192KIb8Z8ENXrV3XheuMtFN3LRn9K9Ly886noV1wc+X3L/hMMk9tXhHj2CP2//vlw4+UvqVYXwgi5eIPmxsNscxWls4y9v3pVcpKWf90WmbQBI145COEZmui8K4fiUrg2jquZpjTeESq2gjOS5oE6a2Cc72NHybM7605HaoKoCkO58JeLqJ4ffwKITtjJ12lpqTt8ClUHaX66k6pvbc9KfMt0XP5r4Cb30jOcZPH09nDqW2NHjk4tuvLQG/6fzt+hGrgfDNwOPIvJh4NXUYyeTnDu8sI9lCgfnCydSj5k8KYYUiGyJJVozL6SHN+EZY4zpG6f07swwWZTbwbDqHmAOInOBqalH/4jq0xmU+nOSV5x/l/p5IXB/BuUZk1WWM2wGmlK4CacU2gCl0w5j+lNuB8MipwJDUf0z8HSnxy8BdqC6rNdlqn4HkWeAM0leEb4a1eVZqa8xacTCu/CHRnT7GkdcEkRyVCNjClcpfGpUCm2A0mmHMdmQ688N7gZe7+Lx11PP9Z7IbGAdqvei+j1gPSKn972KpqeOdDAdSFciepoz3C2nhHIjLVHNUBoDrVJoA5ROOzLl2cHJdCPXZ+EhqG4+7FHV9YgM6WOZPwJmdfq5tYvHTD8ohUFvbTBCqCyMPxTF8cdRFUJtEYJuz5a8zEbOsAR7H6SSC705iVYF2/GVRSDkgi91WHEF8SW6/8UC45RFkn+cOC6IizoOTgDKetgfCkKw0y0TefpD60jHhp4eM+JDK4mX+UiEfGiqCeoIuVx7K9M2QGm0oxDakKmRidFUS4gK14ffSb4/fLFBRbdObXlwDMOCHhXBMG4oAq6A6yJu8Qz0BwUiBMoiSNBDXT/qJG+0y/eU7lznDK9H9YReP9d9mStQnXHIY68N9DQJY4wxxhiTXq7H4ksQuRORg9MeRL5K5znEvbMRkc8g4k993QRszLSixhhjjDGm9OX6ynAFyaSHU4EVqUenA68A16La0ocyhwP3AnNJfujxFPDZVHLFgLXzqpNUEz727R1CQ0sVEyeuY8jCvRAI4F74tjx44jUa8Rxa4y51ET8r6+H4SocvzV/C8PvXyBWDP6MJD2KqtCU8NrGLde1Pc/fxi/jc+vt6lIlYCHVIlz37yPSP6Myx66msbcLxJYi1h2jYP4gNu4/mkmX/m7YNR8oZdp/4B4Gb2rvPGV76DO7idol5v9CEF3nn+fa9+JreJvjGMtwFOzPejgDptmWm23Hl+efphDOX4T+uDQZVJZ9oaCb8Zi2V30jfBoBM+0NlaKKGfNUEpRJHfES1jT2tL1EWGE1bZKO8seAsHXvOyzij/cmcYYDGRqJrg5R/da8AxB+u0bZzrwHAt38d/l2bcN5Yz+P3JXOGc9GnT6z4oE7xH8XwkFDlV3yitMeF5Q1Rnm77sez66DQdesk2YhOnEx9yPBKP4NZtwX19Je6iFok+N1W92Tcd3t/eWlE0/UnEVcepoio4igpnCAEpR0mwtfU5PK9FcnGMy7QNAOnaUQzHyP5ug/WnZBuS/aX7LGIRV7987PVcNGYLk6a+Qc1pm6G2kuirPsrv2FMU/em3MxbrmbOWUzttA3LyGCKjpuCv24pv1Srcq8MDJGc4uTDGhxAZyzvRamtQ7fuV3OSg90NZqJ0Z4Lo5Dh1RVnKGTW45ljdqjDHmHbmOVhsOfBk4AVgF/AeqTRmUt4rkUswjU/++BYSAamCPzRs2hcByho0xxpjCletLJL8kmfbwfaCS5PSGTCwAGoDfAY3AFcBlgA+wPBnT72LhXWlf40gJRacZY4wxJSbXZ+kRqP5b6vsnEHm121eno7oFER8wjuSiHasAENkOXAB8LaPyzYCSWh6+d79jSykXH694YoiMMcb0v1wPhgWRWpIrxQH4DvpZdX8fytwHHEfyajCIvB9oByoyrawZuJwezh/ORs5wyek82PTydj9EVuXyPmNjjDG5les0ic0k16jq6gypqI7tQ5ljgV+RTKjwgDiwAViMamZXno0xxhhjTEnLdZrEmFTG8ChUt2ZcXnKKxKdQPT0V21YDtKLamHHZxhhjjDGm5OX+zh5VReR3wMlZKCuByMmIHAV8AzgG1fmITAHOQPX+jP+PIrXzqpMUIBoOEo/6GT5+C2VzHTQQxD93vfzyxGt0dUMlE6vbuPi0pQw9ax2EXLw9CQI3tcv5FdfrFtnJ9yYHOHnGa9TO2QSVQSIrQlTcubsjQ/OTw29g0QlbmTptLTWnb4HKIO0vV1L1ze1SCHVIl8v4m+lX6dRj3iae8HHbi5P41f/7X/yjW2ldOYKa725O24YDGcKxyD60ZROhDS/irFtH/XPHM+y/X+/IGY7GG4lHGw56zf6/j2P4/Wsk5v1C44nW5POtbxPc+gq+11fj7REC/68t4+0IkG5bZrodV5x3gU6Y8yr+o5ogLrz97Eyamyv58cop/Gj399K2ASDT/iDi6nXDbuCK8V234fWLz9ax//IqvqOj4EHTS6P56z/n8PMN5TzRmszQjP+2VtvO+SjEwwS3LUf/8jo7lk1hyKidPeoP2ejTocBoneWex1emtHLK9FUMPmM9VAVpe2kQ1d/emswZvngriXGTSVTW4t+xAV22jfCOoVR/e6tEn5uqidNvOLg/rVlFYo9L8PMtRdGfastn6GeHn8kFx21hwpQ3qT5tKwyq6Hg+F8e4TNsAkK4dxXCM7O82WH9KtuHAvuquHelyiIuhP/12xmI948TVDBq3jcCJUagZROyFFlq3D2PoT97I27y6fAVuvojIqVkqaznwGtAGTEbkfcAU4LNZKn/AipP/SLBc1iH5Tu/dtKFiyhnuz20pkpub0jJuQx+ypLOtEN5X2dCf7VCKpD+lkYt2lEIbwPpToSiFNvRFvjKfzgE+gcgWklFrQnLOcF9ygQeTHNRXAlXAJSRXoktkqa4DVkJi+a5CQdQhU4WSM1wK27I/2uBIbi9GlMJ+gNJoh7WhcJRCO6wNxStfg+H5WSlFZBjwQ2A8cAswHdWrEZkN3JWV/2MA86k/31UoiDp0JxbehT80otvXFErOcH9uS9XcfMjUH23wchwVUeh9uqdKoR3WhsJRCu2wNhSv/JylVbcAB1akC/WpDJFrSc4T3kByMPwPYCQi/wSGAe/PRlUHMjdvfyvlpw4K0Mus4WLKGS6E/ZmpjNvQhyzpbCuF/QD92w7J0Qy+/t4XuWhHKbQBrD8VilJoQ1/kp9Ui7wG+DRwD7CGZE/w6MLUXpXwWmIrq3lS82kPA5SSnXLyJ6sC81p9FBx1Aurh6Vh4cw7CgR0UwjBuKgCvguoibvflZuaxDX4ZJPc0Zltd/RSDcitPUgGzeTmTTIPbtHM7wPvyffdXdtuyvfelkeezZXRvKAqMZGtRetyHXs4jT9elhwQkc7ZRTFapLtsMv4PoQX2HN/Orv/pSLP1ty8Z7o73bk4hhZCvuiFNqQC4Vw3s+H3OYMd/yvshKYCyxBdSYi5wCLUL2uF2W8iuqsTj+/CXyVzgN81V9mq8rGGGOMMab05Ot6eAzVOkQcRBxU/4ZIb+f4HovIvanvzwfGAl/knQs9zwI2GDbGGGOMMUeUr8FwAyKVJOf5PoTIHuh1nsfnO33/fuDag55V/UVGNSxyR8ojnCfv50nvYRn76ztVPUHrgvhbhNjIKKecsJmAk+B/Z/+3TP7d7ep5DuH6EE6Lj8CoVhaMW025L8od0x4VgKm/v01Vhdb9ZUirS8XoJhaNW0bIiXHLlCfSZiLmog47rzpJNeFj394hNLRUMXHiOoYs3AuBAO6FbydzGT0h3F5GLBpgxPjNlJ+bSOYyztso5zmXd7RhiT5yWBtiPw6qBCA+6xSix83Bt38dge1vgpfAf/ZbHTnDB36ntWHFYa9pi9yrAIlYAxprPuz5TLcjQLptmY3t6Pg8Bk3cgm+0QiiIVtWA4+Cfuz5tGwAy7Q87F09XVYc9u4dT31LJpBPWM2zhVvAHcN+zW3Yunq6OP0HttA04YyvB56KhMgD88zYms0YXT1dfIM7guZuJnvwufC31OA11Ha9J1x+y0ad3Lp6unufj7W0j2dVcw4xx6zj2A29AMNTRDl8gzuCLdhA+5Xx8zbtx9+0Az8M/d/07z1+6n7Z3XVmQ/enEx25Vz3NobShDWn3UjG5k8biXCDoxbpz0tJz42K2qKrQ0lCFtLrWj61k89iXKnSifnPhsKu+0f48vmbYBIF07CuEYmem+KIb+dOA4v2/vUJpaK5kw6S1q39uAhso63vv57k+QzDpOe77iyDnCxdCfdl51kvrcBLUz1yMTRqCOD5zk1IwDmfP5kK/B8HuBdpLzfq8guXLc13pVQufBrsgC4K+o7sxaDY3pgfb3p2b2+Pp2HyhA4IHPg1+IzzyV6KjZWaqZMcYYY3oiX2kSrYgcB4xH9ReIlAO+XpUh8l1UP4vIH4AzgC2INEBHuvZLqL4nm9UuJvPk/YdduTKZmSeHB5RUDEkOXj2N0964usvfO7AwRyyyr8vn654fjxuIUTNsY8kOhkuxP3bVH4wxxhSffKVJfBy4juSCGeOAkcCPgXN7UcoDqX+/BUzv4vmVmVTRmN5IeJEjPhff/hQAWjYY/JWHPR+sbMPxxzs+sjfGGGNM7uRrmsQNwGnAUgBU16Uyh3tOdVnq32cReQGYQzKabTvwPKp7slhfY7rldZM3HFrxNPhcohNmEB924mHPB4c0Iv44Ghrdn1U0xhhjTBdyk0R9uAiq0Y6fRFz6GvcpcjGwA/gL8O/Ag8BriH2GOU/ef9hXrv//gUK7W3I5HodEHLwj5MSKIs6Ru3++9p8pTaXSj0qhHdaGwlEq7TB9k6+c4W8CDcBHgBuB64G1qP5bH8p6g+RA+ixU9yAyjuTAuA3VrqZPGGOMMcYYA+TvyvAXgb3AKuATwJ+Ar/SxrGQs2zvTIjYCO8lf24wxxhhjTJHIz5XhbBB5X+q784ALgFbgReBUklFtv0H1C3mqXd6lyxMUET3Sx0JPeg/L1H+9R50YuO1KsEkZtLKOulOGsvfcKJs/8kUBmHTbPSpxcMPgb1Zq14WpnxAiPL+JtQtvT5tp2DkTsXPawIEs5GzU4cETr9GI59Aad6mL+FlZD8dXOnxp/hKG379GfnniNXpMZTMnjNpKMBQmGg0QDQc5evJGKv9zR9o2NLd8TcsrxtEe3o4XbYDwXvx71+Ff9iLuVeGOnOFYopV4rOHg1yxfiru4XRo/O0aD3/ryEZ9PV4fO2bdd7UuAdNuyL9txXKXwhflPMfz+NfKnUz6kp5+ynJpZm6E2lMyNrG/Da3UI3JS+DQDp2pGuDT+fcq2GEz6aYi57wj7+3tDE+UOq+fTZz3L0AyvlL6d+UOe8+wXKZ+yF2kHJgusb8PZB4OZ2AXjtgnk69sc1eFXH4O5fj3/bOryXd+OFA5TdVtfjfXFockZv+vRPJ39c6yIB1jW7PNr2PGf6ZvPeY9uZf9pSRvzPKvnbGZfpmVc8jjdnJrFhYyEewb93E77Va3CvicjrF5+tI3/9bhy3Ei/agLTtxK3b1NEne9KGIyV/HMiEzrQ/Tfxa8nlfFNwWqNkSo3W4S+LS/axY8HWZcMc9KglwYskyKnZ4uBGP9msbWHbRnT3KpU7Xjv5uA0C6dvR3GyD9MTLTfVEIx6d0bXho2tUa9xzCCR+NMZfXG/20xpX7PvBXhv7kjR73p+7akWkbAHpyvlrdUMnE6jYuPm0pQ89aByEXb0+iR8fZdDnEuehPD027WicP38mUc5binH0MsRHH49+1CeeN9bjXRvKWM5yfq6ci70LkSUTeQmQjIpsQ2djLUi5JfYVIrja3l2TEmh/YOJAHwiZ3yh7+RrdJEj3RvHtIlmpjTOZKJQKvFNpRCm0oFbYvSlu+0iTuB24GlgFHuKsoDdWrs1mhgWiJPpLXmwYO/b+L8QaGtvd9jkB3N8+RzCA2A8uBvlzMJ9BDP60p1raUQjtKoQ3GFLJ8DYYbUf1zxqWIPAd8CNjEO4t2JIAI4KFanfH/UeK6+jg3H///oQf7YuHuXg5jx3T7GkdcEmR29dgUj676cTEOXoqxzl0phXaUQhuMKWT5usnsb4jcjcgZiMzq+Oot1TOBn5NcwCOQ+vo48IINhE0uxAeNybiM8sGNmVfEFJxSGsCUSltKoR2l0AZjCk2+rgyfnvr3lE6PKTC3D2UNA+ai+vPUz/+DyGcReQDVxZlUcqAolKkS+ahH6n6gPqsYdmbHcst9VX32XmwihTHGFLZ8Ty00/ad40yQOEFlCcknnE1KPLAKuAUagOiVv9TLGGGOMMQUvt1eGRa5E9UFEPtfl86rf6WV5XwJmA+VALPVoAmgBftz3ihpjjDHGmIEg19MkKlL/VnXxXO8vUav+B/AfiPwHql/KpGKlZvLvblfPcwjXh3BafARGtbJg3GrKfVHumPZo2jzBQ/MIO380dCAb8qz5d6kTV5xIAl9rDNauR2Nx9nzqdFZ+/2bJZh0OvRnpQN5pujpcMfgzmvAgpkpbwmMTu1jX/jR3H7+Iz62/T+4ae4MumPg6g4fW4fgTxNqDNDbUEIv7mfHkE2nbkNCHNOFFiMUaSMQaoG0nbv0WAsv+iXtF60E5w4l4S5eviT19gibe/a9HfD7T7QjpM3x7sx1b4gm2yO6DtuOjs67UeRc+ReiE/VBTnsoZbiG8fjCV39iZtg2QPms0XRvmV96gbV6cFtrZ49vBtpZn8LvD+MrIy7h18w/kT6d8SOcufAJ3fAKqUoeg+gYiayupuHO3ANTfOE59X5kLvhC+hk0Etr0Fr23l1d/O4/RnH894X/Qkc3VmxWJd0fYrJlRcwnR3FEOCQrVfmVDdxsfW/lRePOsSPeW6p4lPm0VsyPFIPIK/bgu+V5bjXheR1n87Svn3L6Aa78itznZ/OvDePPQj4wPvzXT9ac7l31LxwIkrTtQjtLsN3trM9k/NYPXdN8vsRd9WBFTASYDb7lH5ylZ2XDaWlffeLJC9Y1x/tQEgXTv6uw2Q/hiZ6b4ohONTujZcPfQmdQQEiHvQHPd4MrqEW446l1s3/yAr/SnTNgCkO1+dX3G9bpGdfG9ygJNnvEbtnE1QGSSyIkTFnbuzes49VLb60zfHXa8fPm0pw2a9iXP6KKIjJ+LWbcV5ZQ3+6/OXM5zbwbDqf6X+/ephz4l8ttfliUwCvgTc3+kGvCrgc8BXUX21jzU1pkei8UZEMnsbSTyW/kXGGGMGvDhxklkBJpvydQNdVz4HfLeXv/P/gJOAQwfXp5AcFPflhjyTUog3ChTandQ9GQhbzrAxxphsSIhdPOkPhTQY7v3lcdWPI7ISeB+q9clSZDDwLKo2EC4RhTgoPyAW3oU/NKLb11jOsClVhfbHaV9YG0wx8ak/31UoSYU0GO79nGGR9wHPAKsQeSH16BnAbxF5H6r/l73qDSyFNADtfKAvpHoBaCLco9clB8TGGGNM37kFNWwrHblddEOkGZGmLr6agWP6UOIlQDWwAbgYGA+sBRYDV2at3sYcgS84NOMyomNKMAHQ8/JdA5MDhfbHaV9YG0w25OrqvHQethV7NG4BKf6cYQCRx4EvAk2pR4YDX0b1ffmrlDHGGGOMKXTFf71d5D3AecA5wB7gOOB1+jLtwhhjjDHGDCjFf2U4eQPdy8AHgM8AE4ErgN+jemM+q5ZPU39/m6oKrfvLkFaXitFNLBq3jJAT45YpT8ik2+5RiYMbBn+zUrsuTP2EEOH5TaxdeHuPMhHT5SoWQh3Kg2PVdYI4krzpIJJoIhzdRlVoPE3tr8sPJnxSL5i8mqraRhyfR7QtRH39IHbVD+G8pb9J24Yj5gz//Vnc6yJHzhlu3EZg2T9wF7VIU/3nNVA1/vCc4eXP4y5qyXg7QvpsyHTbsSw4Rn0SxJdKz4gkmonEdlAdmkhj+xpZMvtynXPBMwTGNkN1Kk68oZW21cOp/vbWtG0AyLQ/iLjdZGTG5W9nXKZzFv4V31gHqqqTUznqG2hfMZiqu98WgLZ/H67xGy8Dx03mDO/YAK9t5I8/u5yFrz6Ykz7tSEjPKruK48pCVAcg4ChRT9jQHOePLT+UNfPn6sRrlhGbPJN47ejDcobjPwlq9Kq78bxwlznDhdCfLjzqehXXBz5fcv+EwyT21eEePYI/b/++XDj5S+pVhfCCLl4g+bGw2xzFaWzjL2/elcyl7ud9kWkbANK1oxCOkZnui2LoT6Oq5mmNN4RKraCM5LmgTprYJzvY0fJsQfQngHTnKxFXPzn8BhadsJWp09ZSc/oWqAzS/nIlVd/cnpP+lC6LON2++NHET+ilZzzP4Onr4dSxxI4en8wZfmkN/k/nL2c4t3OG+0cM1WuB/cB0IAREBvJA2OROLNGaeXRaD2/CM8YY0zdOSQx3TH8phd7RgEgl8DgwgmSb9ua3Ssa8w3KGjTHGmMJV/HOG4T3AfOACYCSpFRcRaUK1Oq81MyXPcoaNMcaY4la8g+FkHNuBuSuVQBt0RLmGgQ2InIvqU/monhkYepoz3C2neN+Gh7FENWNMAfLs4GS6UbxnYdWqju9F/onquzr97ANOBB5K/WtMl2qDEUJlYfyhKI4/jqoQaosQdHu25GU2coYlOCzjMvKtKtiOrywCIRd8qcOKK4ivuJYaccoiyT9OHBfERR0HJwBlPewPBSHY6R6UIv1DKz60kniZj0TIh6aaoI5QbGtvlUI7SqENIxOjqZYQFa4Pv5N8f/hig4ouc6o8OIZhQY+KYBg3FAFXwHURt3gG+oMCEQJlESTooa4fdZI32uV70m7xp0kAiHyP5HzhR+Ggz6OHofpfeamTMcYYY4wpeMV52eBw1SSnSZzf6TFF9Zo81ccYY4wxxhSB0rgybA5z4mO3quc5tDaUIa0+akY3snjcSwSdGDdOelomfi2ZN+iLgtsCNVtitA53SVy6nxULvi5zLv+WigdOXHGiHqHdbfDWZrZ/agar707mDabLEyyEOqTLnn1k+kd05tj1VNY24fgSxNpDNOwfxIbdR3PJsv9N24Yj5Qy7T/yDwE3t3ecML30Gd3G7xLxfaMKLvPN8+158TW8TfGMZ7oKdGW9HgHTbMtPtuPL883TCmcvwH9cGg1IzmBqaCb9ZS+U30rcBINP+UBmaqCFfNUGpxBEfUW1jT+tLlAVG0xbZKG8sOEvHnvMyzmh/MmcYoLGR6Nog5V/dKwDxh2u07dzk39C+/evw79qE88Z6Hr8vmTOciz59YsUHdYr/KIaHhCq/4hOlPS4sb4jydNuPZddHp+nQS7YRmzid+JDjkXgEt24L7usrcRe1SPS5qerNvunw/vbWioLpT+kyV89zLlenvBxncC1aHgK/C6p4G7bw1/YHJRfHuEzbAMmM3+7aUQjHyEz3RTH0JxFXHaeKquAoKpwhBKQcJcHW1ufwvJaC6E8A6Y6zIq5++djruWjMFiZNfYOa0zZDbSXRV32U37GnIPpTuhzi385YrGfOWk7ttA3IyWOIjJqCv24rvlWrcK8OW85wRkSOReR3iOxBZDciv0Xk2HxXyxSXbt7DR5SVnGGTW05pHPaMMcZkR6mcFX4OPAYcQzJe7Q+px4zJOxssG2OMMYWrVAbDw1D9Oarx1Nf/AMV/i74peLHwrrSvcaRUpuYbY4wxpadUBsP7ELkSEV/q60qgLt+VMsVFtffTlbKSM2xyyyueGCJjjDH9r1QGw9cAHwB2ATuB96ceM6ZPnB7OH85GznDJ8bx3Bpxe3u6HyCq7z9gYY0qXpUkYY4wxxpgBqzSuDIv8ApFBnX6uReRn+auQMcYYY4wpBqVyZ89JqDZ0/KRaj8jM/FUn/3ZedZL63AS1M9cjE0YklzxMRUr5566Xh6ZdrZOH72TKOUtxzj6G2IjjOzJV3Wsj8s1x1+uHT1vKsFlv4pw+iujIibh1W3FeWYP/+ogA/GjiJ/TSM55n8PT1cOpYYkePT77mpTX4Px2RQqhDukxDEVcfmb6Is057mUEX7CY2eRbuvh2wdiP+T6ZvQ0If0nBkN4mmdZS/9CiNj1fjJRw2rRvLac/8sSNnuD28Ha9pHeUvP07j49WoJ2xZfzwnP/1niSZ+ptHoPrzmTYTe+jtNv0wuYRyLBDj6F69lvB0B0m3LTLfjb6ZfpSePXUcs5qemtoFh79mM7g7T/PooBv9wfdo2AGTaH3408RO6cPYLDJmxrss2PHn6B/SkqWtxfAnWvTme0z72VxJ7XBrfOI7h969J5gw/VKHtZ1+Gr3Uvvv/7JxKM4VR4qEeP+kM2+vS9Ez6pl5+ebIecehzRkRPx792MvPQG/s+EZd17z9Qx576CjKmB5hYe//al+MSjNRbgQ6/9j8SemaCR06/Fa1pHaN3z1P8sOVUlHgkw8qFXi6I/PTrrSp0zczmDTtqIzOz0/JpVuFcls0j7e19k2gaAdO0ohmNkf7fB+lOyDQDp2vHbGYv1jBNXM2jcNgInRqFmELEXWmjdPoyhP3mjKPpTuhzinoxv+kNpXBkGB5Hajp9EBlM6A31TwKLxxnxXwRhjjDEZKJUB47eB5xF5BFCSN9Pdmd8qmYFC0+QIJ7xIjmpijDHGmN4qjcGw6i8ReQWYCwjwPlTX5rlWZgCIR/YhvlC3r/E5wRzVxhhjjDG9VSrTJAAGA62ofh/Yi8jx+a6QKX0aa853FYwxxhiTgdK4MixyG3AKMJHkMsx+4EHgXfmsVqkbFIgQKIsgQQ91/cnJ+pDTP7HyXQcn1LOFDv1rHsa3fw+J15up2zEezxN2NQ3q38r1Qr63YzYMCkQIlod71Iae5kjnw+BAFH9ZBAkmUDd5iFbHQZzCrfOhSqU/FXsboDTaYW0oHKXSjkOVRs6wyApgJvAqqjNTj72G6kn5rJYxxhhjjClsRT6W7xAlOapPjuxFKvJbHWOMMcYYUwxKZTD8G0T+CxiEyMeBJcB/57lOxhhjjDGmwBX/NAkRAY4FJgHnk0yTeALVJ/NaL2OMMcYYU/CKfzAMILIM1ZPzXQ1jjDHGGFNcSmWaxIuInJrvShhjjDHGmOJSKleG15KMVdsMtJKcKqGWJmGMMcYYY7pTKoPh47p8XHVLjmtijDHGGGOKSGkMhgFEZgFnkoxX+yeqr+a5RsYYY4wxpsCVxpxhkVuBXwBDgKHAzxH5Sn4rZYwxxhhjCl1pXBkWeR2YiWo49XMZydXoJue1XsYYY4wxpqCVxpXh5I1zoU4/B4EN+amKMcYYY4wpFqVyZfhR4FTgSZJzhs8DngP2AKD6mXxVzRhjjDHGFK5SGQxf1e3zqr/IUU2MMcYYY0wRKY3BsDHGGGOMMX3g5rsCWSHyLuB24DiSbTqw6MbYfFbLGGOMMcYUttK4MizyBnAzsAxIdDyuWpevKhljjDHGmMJXGleGoRHVP+e7EsYYY4wxpriUypXh/wR8wP8BkY7HbRU6Y4wxxhjTjVIZDP8t9d2BxhyYMzw3TzUyxhhjjDFFoFSmSTzTxWMlMMo3xhhjjDH9qVQGwy2dvg8BC4DX81QXY4wxxhhTJEpjmsShRILAY6hekO+qGGOMMcaYwuXkuwL9pBywjGFjjDHGGNOt0pgmIbKKd+YI+4BhwNfyVyFjjDHGGFMMSmOahMhxnX6KA7tRjeerOsYYY4wxpjiUxmDYGGOMMcaYPijVOcPGGGOMMcakZYNhY4wxxhgzYNlg2BhjjDHGDFg2GDbGGGOMMQOWDYaNMcYYY8yA9f8DKrlPJDfCAbwAAAAASUVORK5CYII=\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -2225,8 +2233,10 @@ } ], "source": [ - "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")],\n", - " linux_total[(linux_total[\"package.solver\"] == \"petsc\")],\n", + "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", + " & (linux_total[\"solver_class\"].isin([\"LinearCGSSolver\", \"LinearGMRESSolver\"]))],\n", + " linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", + " & (linux_total[\"solver_class\"].isin([\"LinearCGSSolver\", \"LinearGMRESSolver\"]))],\n", " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", " diff_fn=scale_and_diff,\n", " datafile=\"solution.npz\", key=\"value\")" From a77566948b40f0cca35443b2b7b752e8e35ac632 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 10 Aug 2022 12:08:58 -0400 Subject: [PATCH 156/303] Group comparisons with data sets --- examples/benchmarking/solvers/Analyze.ipynb | 507 +++++++------------- 1 file changed, 176 insertions(+), 331 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index a97404896a..abecf23303 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -334,27 +334,11 @@ }, { "cell_type": "code", - "execution_count": 775, + "execution_count": 809, "id": "127d4d58-bf4b-4623-96c4-efc95b9c1518", "metadata": {}, "outputs": [], "source": [ - "def compare(coarse, fine):\n", - " # \"gpu/pyamgx/LinearGMRESSolver/10000/solution.tsv\"\n", - " x_coarse, y_coarse, v_coarse, N_coarse = read_tsv(coarse)\n", - " x_fine, y_fine, v_fine, N_fine = read_tsv(fine)\n", - "\n", - " fig = plt.figure(figsize=(16,12))\n", - " ax1 = fig.add_subplot(131) # coarse\n", - " ax2 = fig.add_subplot(132) # error\n", - " ax3 = fig.add_subplot(133) # fine\n", - " resampled = ndimage.zoom(v_fine, N_coarse / N_fine)\n", - " ax1.imshow(v_coarse, vmin=v_fine.min(), vmax=v_fine.max())\n", - " ax2.imshow(resampled-v_coarse, vmin=v_fine.min(), vmax=v_fine.max())\n", - " ax3.imshow(resampled, vmin=v_fine.min(), vmax=v_fine.max())\n", - "\n", - " ax2.set_title(\"{0}x{0}: L2(error) = {1}\".format(N_coarse, np.sqrt(((resampled - v_coarse)**2)).sum() / N_coarse**2))\n", - "\n", "def scale_and_diff(v1, v2):\n", " \"\"\"Interpolate and calculate difference between `v1` and `v2`\n", " \n", @@ -1058,6 +1042,74 @@ "plot_by_solver(linux_total)" ] }, + { + "cell_type": "code", + "execution_count": 798, + "id": "a1286dee-fd05-48f0-a1f1-08bd4e411738", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/2043696119.py:27: RuntimeWarning: divide by zero encountered in log10\n", + " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", + " & (linux_total[\"solver_class\"].isin([\"LinearPCGSolver\"]))],\n", + " linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", + " & (linux_total[\"solver_class\"].isin([\"LinearPCGSolver\"]))],\n", + " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", + " diff_fn=scale_and_diff,\n", + " datafile=\"solution.npz\", key=\"value\")" + ] + }, + { + "cell_type": "code", + "execution_count": 788, + "id": "3e21079d-972f-4ebe-a8a3-02e00d97c837", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/2043696119.py:27: RuntimeWarning: divide by zero encountered in log10\n", + " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")],\n", + " linux_total[(linux_total[\"package.solver\"] == \"petsc\")],\n", + " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", + " diff_fn=scale_and_diff,\n", + " datafile=\"solution.npz\", key=\"value\")" + ] + }, { "cell_type": "markdown", "id": "6d485c50-c630-4692-8724-509992f50ced", @@ -1185,9 +1237,19 @@ "plot_by_solver(arithmetic_total)" ] }, + { + "cell_type": "markdown", + "id": "86442811-80b0-4373-8f64-6a79cb1b7c59", + "metadata": { + "tags": [] + }, + "source": [ + "#### harmonic-right" + ] + }, { "cell_type": "code", - "execution_count": 394, + "execution_count": 805, "id": "e8584436-7a06-4cfc-abca-2075b1490b9c", "metadata": { "tags": [] @@ -1204,7 +1266,7 @@ }, { "cell_type": "code", - "execution_count": 396, + "execution_count": 806, "id": "b862e70d-c36e-4ded-99ed-ba9ec6d53077", "metadata": {}, "outputs": [ @@ -1225,6 +1287,35 @@ "plot_all(harmonic_right_total, color_by_suite=False)" ] }, + { + "cell_type": "code", + "execution_count": 807, + "id": "eb0cca9c-782e-4322-a5d9-c815f2ffdf53", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", + " & (linux_total[\"preconditioner\"].isin([\"ILUPreconditioner\"]))],\n", + " harmonic_right_total[(harmonic_right_total[\"package.solver\"] == \"petsc\")\n", + " & (harmonic_right_total[\"preconditioner\"].isin([\"ILUPreconditioner\"]))],\n", + " by=[\"package.solver\", \"preconditioner\", \"solver_class\", \"numberOfElements\"],\n", + " diff_fn=scale_and_diff,\n", + " datafile=\"solution.npz\", key=\"value\")" + ] + }, { "cell_type": "markdown", "id": "75a53ee3-50c5-43eb-9346-b15d49c39e7d", @@ -1235,7 +1326,7 @@ }, { "cell_type": "code", - "execution_count": 400, + "execution_count": 800, "id": "354afc3d-5c23-4bc6-a4b0-226e2f23ff0b", "metadata": { "tags": [] @@ -1252,7 +1343,7 @@ }, { "cell_type": "code", - "execution_count": 401, + "execution_count": 801, "id": "16745f8c-b0a2-43b4-9d21-b7f9fe001857", "metadata": {}, "outputs": [ @@ -1273,6 +1364,35 @@ "plot_all(harmonic_total, color_by_suite=False)" ] }, + { + "cell_type": "code", + "execution_count": 808, + "id": "3c7194fe-3f82-4204-bdcc-66062bb3e7d1", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", + " & (linux_total[\"preconditioner\"].isin([\"ILUPreconditioner\"]))],\n", + " harmonic_total[(harmonic_total[\"package.solver\"] == \"petsc\")\n", + " & (harmonic_total[\"preconditioner\"].isin([\"ILUPreconditioner\"]))],\n", + " by=[\"package.solver\", \"preconditioner\", \"solver_class\", \"numberOfElements\"],\n", + " diff_fn=scale_and_diff,\n", + " datafile=\"solution.npz\", key=\"value\")" + ] + }, { "cell_type": "markdown", "id": "cdaf219f-2b38-463f-9f84-19a6095294b3", @@ -1858,96 +1978,7 @@ "tags": [] }, "source": [ - "## Compare solutions" - ] - }, - { - "cell_type": "code", - "execution_count": 57, - "id": "12e22ba6-ef3c-4f7c-a4bb-e7ae39a6742d", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "qreference = \"gpu/pyamgx/LinearGMRESSolver/10000/solution.tsv\"\n", - "datasets = glob.glob(\"gpu/pyamgx/LinearGMRESSolver/*/solution.tsv\")\n", - "datasets.sort()\n", - "for dataset in datasets:\n", - " compare(dataset, reference)" + "## Convert solutions" ] }, { @@ -2006,308 +2037,122 @@ ] }, { - "cell_type": "code", - "execution_count": 50, - "id": "55ef365b-129f-4788-ace2-569b7e49a56a", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/2948526623.py:31: RuntimeWarning: divide by zero encountered in log10\n", - " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" - ] - }, - { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAo0AAAKGCAYAAAAvaqGOAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOydd5xcZfX/32fuzM7W7G6yLZveCSkEQgkRpIUmAirYEBFBEPVrR7Fi94dduiLS7ag0kRKKQEIJgRAIpPe6vc7ulHvP74+5u5nszszWmdnyvPPKa2eeW87z3Pu5Z859qqgqBoPBYDAYDAZDMjyZzoDBYDAYDAaDYehjgkaDwWAwGAwGQ4+YoNFgMBgMBoPB0CMmaDQYDAaDwWAw9IgJGg0Gg8FgMBgMPWKCRoPBYDAYDAZDj5ig0WAwDElE5C4RmZnpfHQgIieLyPcTbLss5vONvTzfN0RkwiBlb1ARkWdFxNuH/U8Wkenu57NE5Jw+HDtNRJ4XkedE5M8iYrnpz4nI/0TkKREp63spktq8rOe9en2uk0Xkx13SeqWBPtrY4d6XB0Uk203/inudXhCR6920sSJyn4g846Z/x01fJiIvuvs/nMTW90Vk2WDm3zByMEGjwWAYUYhIJvxaZxCiqp/vzQGqep2q7kldltLKycB0AFV9TFX/04djG4BzVfXdwDbgPW76aap6EnAP8InByyoQc79SQW810Bti9Hyvqp4MrAQuFJGzgTnASap6AvAvd78bgdtU9RQ3/Tk3/bvAGe51vmSw8heTTxERGezzGoYWJmg0GAxpR0TudmuRnhERj4gcISIrROQlEbm4y76PiEih+/nXInKMiMwUkSfcc3TUpNwlIjcBj4nIUhF5WUSejlerJCI+twbrORH5p4hYIjLV3f9+EVktIhPdfe8QkeXAxxOU5UpggVsLtEBEXojJz2/dcn1bRG5yz3tZzPaZInKpiPxFRB51/4uIjHOvzaNuzdLJPZUpTr5Odo992M1DvmvrU+7277v7eETkdvda/rfLOUpF5CE3L7e4aWe5+74qIpeISBZwKfArEflVFxs3uNf4EREpjHeNVbVeVRtckxHABlDVsJuWA6zrqbyuvTfca7laRI5x097r5mGlm/fzYu7X6XG0eJi77VkR+WJv7MbJR6wGrpdojd/33LR42v2ka+9VETkj5tibgMe6nH4NMBH4EPALdVfoUNX/SbSWtlJVOwJFYj4rcLKI+FS13rUx2b0fK0Tkmi5l+IOIzHU/f0FEPphAD98XkTuBx4GS/lwvw/DBBI0GgyGtiIgPmOjWIp2qqg7wI+BjwInA5919OngYOM/9fJSqrgJ+AlzunmOeuAEesEJVzyBaW3WNqp4K3BknGxHgvW6tyzvAqW56MdEf418DF4jIsYCtqsuALfHKo6q3AW+q6smq+maXzf9T1XcRrdn5I7AUuDzOaapU9T3AHmAh8Cng925alrtPT2WKi6qeCzwKnJZgl/Nd+ycBXZuVvwH8P1U9BWgWkeOB59x9lwBXqmoIuAv4qqp+teNAN2jLc6/xX4Gr3E2HXOOY/SuBZcAT7vfJIvIi8H9A1+uaiEnAFUT18j2J1tJdTfT+ngx8TVUfwr1fwLN01+L/A65ytw9GM/Ozbo1fRw1qPO3+zbV3mpvfDjr0HMu7gQ3AeGBfl22lQA10NlM/KyLr3W1XAB8FNsjBbhbXAN9zNXqqew86uB+40P18FlENxdMDwEZVPUNVq3t3SQzDFRM0GgzDHPft/1kRebYPx3TUtPy1D8ec7h7z2z4c83H3mG90pLk1SHeLyH3Aj90f9mJV3e5u2wbE9mH7F/A+EVkMrHbT5gD3umWeC3T0DezYfgvwIRG5FzgmTtbygD+KyP+I/jB2/Fi+7QYOe4Aiok2ur3c5d194y/27D3hLVYNEa3wS7ddhdxqw1k1b4/5NWCaJ1po+KyIVPZw31nZHU+Jsok2euGWPZS5wnXudTyN6nRZLtOb1KWBenLJ0MAN4zf38KtDRP7XrNUZE/MDdwBWqGnHzslNVjwe+x6GBFG6N5rMiclYXm5tVtcVt9i8kWvM1F1hONBgdL3KwCTWBFktUdX2865HkOiej4x60uX/jafdM9/tDRAPfDmI193EReYboNXuIqKZigzyAaqKBI6pa5wai+93vm1T1IqL3+2gROYxD79HrRHXXwVPAKRLtT9qsqq3E10PXfBpGML3u6GwwGIYm7tv9yX085s1+HPMk8GQfj7kXuDc2zW1C+4uq3iMitxENgBpEZCrRQGI6UBVzjmoRySHaBPpnN3kD8CVV3eeeT4HPAB0/8vWq+lm35uSPwNldsnYm0dqRi0TkJxwMoLoGVduAU9zvRyYrai/SE+2TyO4C4G2iNY+Pk6RMqpqoFrHreRvc8+L+fYbotVwCPCIini6B0gbgPlVdDSDRwTH/JloTugfY5O4XBqwutrcCHbVkR3OwpjZe4HobcIuqvu3a8QERt+m1iYMBV0d5v0p8ZopIHtGAsYlordubwJmqartNsyoi6tqJp8VqEZmtqhu7Xo8k1zkZXe97PO2+BJwE+IEVMfvG3ot7VfU7HV9E5O/A1SJylVumd6vqcyKyT0ROUtX/ubt63f1nuYFjRETqiVYabQUWE+33eCQxNavuftuBrwEPxOS9qx4WdMmnYQRjahoNhmGAiFSIyLfdz70adSsii0Tkcvfzb90fqJ6O6Rz5Kr0fBXypWwvY22MKgKdEZAXRWpU3gWuJBoQvADfH9Gfr4BGiTY4vud+/DdwhIk8TbTbL7bL/p0XkOfe4u+Lk4WXgPBF5BJiaKKOq+jLgF5GniNbQJGKXRPtGHpZkn75wO/AZEXmMaGAVpucy9YangLNE5KGYtIeI1sB1nDuWnwLfcfu9LSd6v/4NPOjmsd7d71ngWyJybceBqvoK0CYizwMXAb+LlyG3ifMDwBfdWrz3E216fdatWfsq8Ntelm8XcAfRLg0/dAO+XxPV2zMx53lFRB4g2l2gqxa/BfzBrU3r7YCWj4nIcvf/yT3sG0+7jxAN3H5CNLDvEVX9L9Eg7n8S7UPZ0dT/eeAq91o+BXQEj1+XaL/O54H9boD+M+CHIrKSaDN614FZ9xN9GevQRTw9GEYR4vahNRgMBsMQwW0mRVUdEfkP0b6DI2WkdcoQkRfc/oMGgyEFmOZpg8Ew4pHoqOCcmKRPq+qGfp7rTg7t+/W9mKbAwSIf+I9ERyYvNwGjwWAYCpiaRoPBYDAYDAZDj5g+jQaDwWAwGAyGHjFBo8FgMBgMBoOhR0zQaDAYDAaDwWDoERM0GgwGg8FgMBh6xASNBoPBYDAYDIYeMUGjwWAwGAwGg6FHTNBoMBgMBoPBYOgREzQaDAaDwWAwGHrEBI0Gg8FgMBgMhh4xQaPBYDAYDAaDoUdM0GjIOCJysoj8WERe6JL+Qpd9vu9+bhSRZ0TkBRGZncZ8Puv+vVREFovIVBE51U2rEJFvpysvhqFPh64HcPz3RWRZl7SzROQcV3sHRORZEVkuImUDz3Gv8/Ws+/cbIjJBRBaJyFFu2iIRuTxdeTEYBoL7jJ0cq1sRuSxm+42DbO/ZwTxfJjBBo2E48qaqngJ8Ffh67AYRSbmmVfUuVV0NTAVOddP2q+pPBstGOsphGH6o6mOq+h/365OqejLwB+DKjn3EJQ15uU5V9wCLgKPctDWq+sfBsmGeA0OafHqsbi+LSf98qm0PN8wDaRjOrAEmujV/fxOR/wALReRatwbmaRGZCuDWZK5w04pE5Aj3+0sicrG7z10icr1bg/k9N+0YEXlNRP4MjHHTOmqArgQ+LiJPuTU/97nbL3bPu0JEjnDTXhSRm0RkjYic5aa9V0SeE5GVMWkvicitwC/TdxkNqURE/i4i/xORJ0SkQ0Ofce/1MyIyR0Qmu9pcISLXxBx+sVuTeId73KUi8qkuJtYQfQ6+LyJ3Ao8DJSJyq3vO/4hIsYh4ROR2Ny//dc+3zM3HSx21mu6z8/9EZFVM7ct7RWS1iPwe8Lppd4nITKLPwddE5E+xtasick3MMzfZTXtDRO5x/y5y0z4lIs+7/4+K2e8+urwUGoYXsXqNqdV7UEQedrWR76Y9LCL/dbUy1vWnz4jI/cClCXzl+2KeoZNEpFBEHnH3uyHG/l9E5FH3v7jnf0ZEHiX6whPb2nUlsMB9BhaI29olvf+9mOk+5/8Tke+4ad1+Q4YzJmg0DGfeDWxwPzeo6jmADUxwa2A+B3xTRI4Epqvqu4DTgEbgR8DHgBOBz4uIzz3Ps6p6AvAe9/u1wPuI/jBO6WL/NuBeVT2tI0FELOAL7nk/BnTUPo4DfgicA3xaom/PVxOtqTwZ+Jq7XwnwE1X9Sv8uiWEIcqmqngT8HfiwRJuSPwi8y60x3wRcA3zP1eipIlLpHrtJVZcBQRFZkuD8sc/BRlU9A1gC7FTVU4GbgKuA84EqNy/nuPt/HzjD/f/DmHP+HTgB+IT7/ZvAScCPgYou9m8DfqGqH+tIEJEK4FS3PNe6x+MeeyXwWeATIlICnOeW4Xx3X4CJwKdV9boEZTYMY1T1XOBRov4YIFtVzwZ+z8Fa8zLgw8BddPGVrv/8NnCK+ww97x73N1V9N5ArIse556lS1fcAe4CFwKeA2920nC75uo1oS9bJqvpmzKbe/l78BLjcfcbmichEkv+GDDu8mc6AwZAEjfmcDbS5nxeIyDNAA9EfnzOB1e62ucDJcrDvyD5gNrASQFUVQESKVXW7+3kbUQcF8Jb7t8NWkarudPfb2Is8lwI7VDUMbBeRQje9WlWr3PMUEQ0O5wLL3e1lIiJEHdzuXtgxDA8s4BcisoBoLcO/gWnAa6pqA6iqIyIzgNfcY1539+n4DNHaxJldzn26+xzsIRoUXs2hz8FHRORMon7+RQ59Dhx3P1XVJgARsWPO/ZaqhkWkYz9HVVuAFhGp7kW5pwJr3c+vAt9zP29W1XYR2QMUAdOBI4Bnuhy/QVVbe2HHMLSJ9eEdXSY6fGyHBho5VOenu5/fUFXbfck6xFdy0M+2wSHP0KPuPq9y8Hnpam868Iib1vHM9URvfy/mAPdGXTlFwAT6/hsypDE1jYahjC0ixe7nEzj4gL6pqqeo6vtVdZ+b1vHjtgF4wn1TPBm4xE3rrKVxg7MGtwnER9SJVLmbY50cQKOITBSRPGBWl21hokFBLNXAVBHxSbRpvDHOeQWoAd4ETnPzeYQb0DoYRhKLgDy39uNmovd+K3CkW1vS0WdrK7DYPeZIYLv7+YiYv1u6nPtJ9zm42A3o4NDn4B73OTgB+BYxz4Ec7CfmEZExEm02j9Vy1+fAIyJ5bs1JaZdt8Z6D7TF5Pzom712fg23AqpjntSNgMM/ByKARGO9+XuD+jRdIxtN5hwa6+UqifnayiGRD3GeoJ8112DsyTp67ah96/3uxAfiom8/FwCqS/4YMO0xNo2EoMV9EOt4mHyba/PCQWwOykYNvkQlR1TdEZL9b06jAX1T1NhHZISIrgCDwAaJNBn8m+mN3s1urEu+UPwIecu3v7LLtLeD/icjfiDYv4r4Z30S0ucQh2kQeL5+OiPwaeEpEFHg70b6GYYsQva/HichjwC5gj6pWi8g/gZUi0ka0lvBnwN0ikgU8rKp7XD3OFZGngF2q+qKIzOml7YeAG0Tkaff7b920c0XkOaCFaJPaD4En3LxeG+c8HfwMeI5ozcz+LtteAu4SkfnAPyE6MMztN7YSCHGwmfsQ3GvxHzdPNvA00WfOMDJ4imhz8jFAJMl+YfcZyQYuAAo6NsTzlar6ORH5f8D/RKQV+AHRbhJ/FpErgLWq+pKIHBbH1u3AP0XkEqK/B13Z5T6fsbNh9Pb34tvAHSLiJ/oydQHJf0OGHeK21hkMBoNhEBGRjwP5qnprpvNiMAxVRORkYJmqfifDWTH0AtM8bTAYDIOMiHyYaMf3f2Y6LwaDwTBYmJpGg8FgMBgMBkOPmJpGg8FgMBgMBkOPmKDRYDAYDAaDwdAjJmg0GAwGg8FgMPSICRoNBoPBYDAYDD1igkaDwWAwGAwGQ4+YoNFgMBgMBoPB0CMmaDQYDAaDwWAw9IgJGg2GUUrHWsIikp/pvBgMqcbo3TCaSJXezeTeBsMoQ0ROBb4LNLn/xxBd6/Wnqro82bEGw3DD6N0wmki13k3QaDCMMkTkBeAMVQ3EpOUBT6jquzKXM4Nh8DF6N4wmUq130zxtMIw+gsCCLmkLgPYM5MVgSDVG74bRREr1bmoaDYZRhoiMB74BLAQswAbeAH6hqnsymTeDYbAxejeMJlKtdxM0GgwGg8FgMBh6xJvpDBgMhvQiIvOBHxPtIO0BHKAR+J6qrs1k3gyGwcbo3TCaSLXeTU2jwTDKEJHngQ+r6t6YtErgb6p6YuZyZjAMPkbvhtFEqvVuBsIYDAYAyXQGDIY0YvRuGE0Mmt5N87TBMPq4CrhJRMZysPmiFvhsRnNlMKQGo3fDaCKlejfN0waDwWAwGAyGHjE1jYZRi9vP41vA4Rx8I3sbuE5Vd6fY9idV9U4RmQX8HBhLdPb+76nqaym23VHuuUSnZEhbuQ2Zw+jd6H20MFq17tpPrd5V1fw3/0flf+Ap4JguaccCT6XDtvv3v8Dh7ucJwIqRXG7zP3P/jd7TX27zPzP/R6vW01F2MxDGMJrJAdZ1SVvnpqeagIiMAwLAfjetjuhErKkmk+U2ZA6j94MYvY9sRqvWIcVlN83ThtHMt4FHRCQANBOd1yqb6GLvqeZzwG+BUmCLiLwNtADfSYPt2HI3AYWkr9yGzGH0bvQ+WhitWocU690MhDGMekQkBygCGlS1Lc22vUCJazuta+G65S4G6tNdbkPmMHo3eh8tjFatu/ZToncTNBpGLSKSD3waWEL04WoAXgJ+r6rNGcrTp1T19tFm25B6jN6Hjm1DajFaT519EzQaRi0i8hBwH7Cc6DJLY4BlwCWqem6KbZ8aLxn4maoePVJtGzKH0Xv6bRsyw2jVejrsmz6NhtHMOOB+VXXc7/Ui8k/gS2mwfT/Rfi9dZ+ovGuG2DZnD6D39tg2ZYbRqPeX2TdBoGM3cDDwrIms52GF4HnBrGmw/R7Sp5EBsojuL/0i2bcgcRu/pt23IDKNV6ym3b5qnDaMat7PybNzO0sBGVY1kMk8GQ6owejeMFozWU4OZp3GUIyKWiFwgIr8QkdtF5JcicqH7wGUqTyntcxKLqkZU9W1VXen+jaTDvoj43eu+UEQKROSLInKliGSn2nZMHn7tjrBDRMaJyJ3psp0pjN6N3t3PRu+Zy1Na9D6ate7mIyV6NzWNoxwRuRdYS3QW+dgOw0eo6sUptj09XjJwl6qemErbmbYvIg8ArxFd5ukU4AGizShnquoHU2k7Jg9nAN8AHid6z7+pqq+mw3amMHrPjH2j98wwWvU+2rXu5iMlejd9Gg1TVfXjXdJeF5Hn02B7DdFOu1077E5Lg+1M2y9U1R8CiMh7VPXX7uePpsF2B28Rnfj2NKIrBryVRtuZwujd6N3ofeTrPZO2h4LWIUV6N0Gj4UEReQR4lujb0BjgJODhNNh+C7hGVatjE0Xkb2mwnWn7WTGfPxvz2UqD7Q7uAL6squ+IyFnAf4g6mJGM0bvRu9H7yNf7aNc6pEjvpnnagIiUEF3QvIhoh+FVXR+2FNn1ZrJjcibtS3Rt0jqNeQBFxAcsUtVVacqDJ2ZKCkQkX1Vb0mE7kxi9Z8S20XuGGI16H+1ad22mRO9mIIwBVa1R1UdV9c/u32oROSYNdiMislhEytwO2+e7/TDSQodTEZEvdKSJiE9EfpQG27WqqrG2Xc5LtW0RqRSRm4AnReRZEXna/V6UattDAaN3o3ej95Gt99GqdUi93k3z9ChHROK9OAjwU+D0FNv+o2srSHRx971Ak4hcqKpXptJ2F4Ii8l/gLuAKonN8Zcr2TWmweS/wjdi3XhE5FribEd5cZ/QOGL0bvY8evY82rUOK9W6CRkML0TU5OzoMq/t5YRpsz1TVkwBE5E1VvdD9/EwabMdyH9F+Pj8E7lHVf2fQ9gNpsJlDtGN0LOvc9JGO0bvROxi9jxa9jzatQ4r1boJGwzvA+1W1MTZRRJ5Mg+1Y/X0r1nwabMfyMPATVb1IRK4Skf+o6jkj2Pa3gUdEJEB0dN0YIBv4bortDgWM3o3ejd5Hj95Hm9YhxXo3A2FGOSIyHqhV1VCX9JR3JBaRecB6VbVj0rKAs1T1oVTa7pKPPFVtjfk+UVV3jwLbObid41W1LR02M43Re8Y1Z/SeRka73ker1l17KdG7GQgzRJDojO0+9/MRIjI7HXZVdZ+qhkSkayfdT6TB9jpVtWNtu86tNNW2ITqaTESuBu4SkeUicr/7vbGnYwfB9tnux1wRuV5EnhCR35GGaRnccn8VuIdo/5d7ReRqESlIte2YPBi9Y/TOKNB7prQOo1fvo1Xrrv2U6t0EjUMAiY7o+gdRgd8AfB+4VkR+kMZsLBGR+0TkOBF5EEhbAJFB238GdgCfBs4k2ll5h5ueaq52//4e+C/wXuBOop2mU82fgV1kptxG70bvo0bvQ0TrMPr0Plq1DqnWu6qa/xn+D6xw/1rAJg52G3gujXnwALcTncfr82kuf0ZsAysAT5y8rEiD7SeI9jP5D5AdYzvl9zyT5e6w7/41ejd6H9F6HwpajynvqNH7aNV6OspuBsIMDRwAjVbl/1zduwzYSY4ZbB4l+kb8f8D3ReRuVU15E0aGbd8MPCsia4mullAIzANuSYPtrxMdXafAWhFZBZSRnikhMlluMHo3eh89eh8KWofRp/fRqnVIcdnNQJghgIicDjyt3TsMf1JVf5+mPFSq6t6Y74tVdfUosO0FZhN9sBqATZrGlQREZBpQTrSvTdpsZ7LcRu9G74wSvQ8Frbs2R53eR6vWXdspK7upaRwCqOqTACJylKq+5qaFRGRzqm2LiAW8j2i/k2KiAnsJeCDVtjuIdSgulUA6nIoFnA8sATrLLiIPpOsBV9VtwLaYPJ2rqildFzbT5TZ6N3qPydOI1nsmte7aHZV6H61ad+2ktOympnEIISL3AnuA64EfAc2q+uU02FwLPEX0jWgMsAw4QlUvTrHt6fGSgbtU9cRU2nbt3wu8CSxnFJU9k+WOkw+jd6P3Ea/3TGg9xu6o0/to1bprP6VlNzWNQwhV/bg7NH8H8EVVvTUNZqeq6se7pL0uIs+nwfYa4H66T/Y6LQ22YfSWPZPl7sTovROj99SScb1nSOtg7nkso6HckOKym6BxCCEifwK2AtOB60Rkgqp+J8VmHxSRR4BniXaaHUN06aN0TL76FnCNqlbHJorI39JgG0Zv2TNZ7k6M3qMYvaecjOs9Q1oHc8+fZXSVG1JcdtM8PUQQkcVEg/hXic7r1A7kaBrWqxSREuBY3NnjgVVE31ZWJTlsMOx6gSOIzilVS7Tcbar6RCrtdsnDqCx7psodY9/o3eh9VOg9k1p37Zt7PorK7eYhZWU3QeMQQET+SLQqO0h0tvy9RN8QylT1yhTbTjTB++OqenqKbWes3K79UVn2TJbbtT8qy270bu455p6be55iUl120zw9NJipqicBiMibqnqh+/mZNNhuITqaLhYBFqbBdibLDaO37JksN4zeshu9Y+65+9nc89QyWssNKS67CRqHBrH34Vsxn7t2pE0F7wDvV9VD1uQUkSfTYDuT5YbRW/ZMlhtGb9mN3qOYe27ueaoZreWGFJfdNE8PAURkHrBeu08Ae5aqprTjroiMB2o1upB8bLo31fNZZbLcrq1RWfZMltu1MyrLbvRu7rmbZu65ueeptJ/Sspug0WAwGAwGg8HQI4k6TBoMBoPBYDAYDJ2YoNFgMBgMBoPB0CNmIEwaEJG09AFQ1W4dbUvGWjp5UvLbvD00Jul2e6vVo+2m0IEaVS2NZ3/qJF+PxyejpYcuFPt3R2ios+OWfaC2N72d/Nq02c2EnLaU2N64NrfHfZqp73bdfVl5mp1dnPS4OdNqkm7vqdwATZHquPc8S/yaTV6Pxyejmfoe98mU3tsijYTs1NzznrQOsOHNUMqetaGs93ZaCWmwm+1M6r03vr2A5HnrjdaBhPd8JOs9k74dEvu4ka73RM85mKBxxDN5kpfn/luRdJ9P7Tgz6fbGi3t+uB7b+qsd8dKnTvLxyuOTejw+GS+120m3X3benrjpg2H7PUeekXT7izX/SJntMycu7nGf5fbful337OxiFi/5v6THPX3PH5Nu76ncAI/vvyXuPc8mj+PktB6PT8Zyvb9fx6VD7yt33xc3PR1aB3jXtG0pe9aGst5ftuPPjZxpvfdET89CL7Ue1/ZI13smfTskvucjXe+JnnMwzdMGg8FgMBgMhl5ggkaDwWAwGAwGQ4+YoNFgMBgMBoPB0CMmaDQYDAaDwWAw9IgJGg0Gg8FgMBgMPWKCRoPBYDAYDAZDj5gpd2IQkfnAbYANbAYu0y7rLIrIGcC1gAU8rarfTntG+8DbtWUcefcXk+4z9dsv9nCWXs0j1m9O+eSnkm7PevzVpNv3akO/bZ9ZuSjp9sf3xp/2oINjz2xKoe3VPZ7DGt89zROKkLO1doC2k5c7ke3e0t8pdXoiHXrvsqRrnxio1qNs67f94az3Y88MxE0fDnpPxjK5sMd9Ej0vI13vmfTtMLB7Ppz1nuw5NzWNh7JBVZeq6onu96Pj7POMqp6gqscDS0Wk28SfBoPBYDAYDCMNEzTGoKrhmK9BwCsifwYQkftE5OiOfUTEAvYD/X/1NhgMBoPBYBgmmKCxCyJynoi8BZQBrwLbROT3wF5VfdXd50pgA1CrqsHM5dZgMBgMBoMhPZigsQuq+pCqzgf2AO8FfgdcDlwfs89twBxgoogcmZGMGgwGg8FgMKQREzTGICL+mK9NQBtwHfBF4Iex+6iqDbS6+xgMBoPBYDCMaEzQeChnicj/ROR/QDmQC+xQ1ZuBFhE5HfikiDwrIi8AW1V1fSYzbDAYDAaDwZAOzJQ7Majqg8CDXZL/5W7rmNfgSaJN1gaDwWAwGAyjBhM0jnCy9rT2Yp6u1LFxbW6Pc0ZlkXyurj/sfCHp9vPe09xv24/vXZN0e3/JpG0Nhohs3T6gc/SU9yibB2QjGT3NXfeyPhU3PZN6T4fWAaZN6r99o/f4ZFrv/WWk630o+vZM20+H3jdq4nkgTfO0wWAwGAwGg6FHTNBoMBgMBoPBYOgREzQaDAaDwWAwGHrEBI0Gg8FgMBgMhh4xQaPBYDAYDAaDoUdM0GgwGAwGg8Fg6BETNBoMBoPBYDAYesQEjQaDwWAwGAyGHhFVzXQeRjwiUg3sSLGZKapamiHbmbY/Wm3HtW/u+Yi2nWn7o9V2XPvmno9o25m2P+RsgwkaDQaDwWAwGAy9wDRPGwwGg8FgMBh6xASNBoPBYDAYDIYeMUGjwWAwGAwGg6FHvJnOwGigZKylkyclv9TbQ2OSbre3Wkm3t0UaCdlt0jVdRNLVabUmXsdZX2Gu+svH4BHFEgePgE9sLHHwik2WRPAQ3eZFERE8gBAtSmyBBEGJFkeBsDqE8bB/d4SGOrtb2QfLdsd3G4eQQlC97Goch79BaW+rJxRuHTTbAPvC+dS35YIo43ObKLHCnecNqc2Gxgr8tQ4Aza17u133Dr11XCtblRbNIuj4+lXuQ22X468HVGlu6W471n4yUqX3LPFrNnlJjx0o7bQS0mDK9AaJtQ6w4c1QSp+1oar39mBDXNuZ1Hs6tA7QFDoQ956PdL1n0rcn83EjXe+JnnMwQWNamDzJy3P/rUi6z6d2nJl0e+PFyR3Pyt339Tlfg0zc0Vz+8jEsvOkT5GcFGZPVTrYVZnx2E4VWG2O9LUzKqiVPQpRarRR6bLJEyBULDx4sEbwcdKiWeLDVIYKNrcpuO8x+O49Pn7crboYGYtsnFh73obIk+rjX2wG2RrxsCZfyzUc+yvQHg6x69eZBtQ3wg6rjuX/NYqzsCFcvepJPFm7vPO/WcJhzHv4iM//cjifi8OQr3+t23SdNsnj2v2UA2CjNjs0LbZPYGizrV7k72Blp4aT/fJGZfw2DrTz9/Hfi3vNM6j2bPI6T05IeO1Be1qfipqdD6wCnTNs86M/acND7K2tujWs7k3pPh9YBHtv6q7j3fKTrPZO+PZmPG+l6T/ScgwkaDSnG63Eoy20m3xekyNeG3xOh3NdEoRWgyApQ5AmQLRGyxSZbBAvpdCqeLr0nwmrT4gSpdpRmx8fjzUfxWuMkDoT+Oei24/Fw62Sue+ss2mpzGPe2YDWFEDt+RW5/bTs4tNp+JGDhBCxufOdk/lHYTHvES0u7n7Z2H4XvWFitwYS2Wx0PLwfzGOcJUG5FCCsUWG2U+xr7Ve4ObAUJebBaQkjESbrvaCQdWndUgM2Dbj8eQ07vTnzNGb1nhhHv2xPobSD2h43eEzznYIJGQ4rxeyJMzqsn3wpS6I2KudzXwBhPOwWeNkqtNnwoeR4h230T87l/PTHV5w6Kg0OD47ApXML+cBEP75nPgS0ltAX8KbHd9U3soepFFP89n0k7A1jNTUhrG9jxH+z+2g4rtESysFo8eAOCd0sh9e1j8LZBYb3N2KDir27E0xRIeM2bnRyeaprHvNw95GbvBKDIE8Dyab/KHYsnJHgaA0jETrjPaCUdWidJZ5MRr3cnfuGN3jPDiPftKSj7cNF7ouccTNBoSDEeUfKtIAVWOwWedrI9YfI8QXI9QbIlgg/FJwdHZMW+gTruL6SDQ7MTol2VXXY+bwSmsDdYxP59xeTvsPCEBtd2rEOz1aHJaaddHWra8slqsrHqA0igHW1rAyf+j8lAyt1u+7CCgrcdfC2Kt01BIZTvQfLA9ufhK8qO7rwtftl9HhsLB1sFSxSf2OR6gth4qLOz8YhDnaNYKLmeCJUW5EhW5/EBJ8TmiMP+SAEV3mbm+CwcwGODBMMQicQ3PIpJh9aTBY0jXe9OTeKfK6P39DPifXuKyj4s9K4maDRkiBxPiPk5u8n1BMnzBPGJTZGn3a06V3Ld6nOfdPS3OPhwR7Bp1wgBx2ZVsIxd4XE8UzuH1eum46u3mPVIG7LiVXZp64Bs+8Xb2WTStb9Hk9POw62TWd9WyY5dJcxuCCKNzUT2HwBANf6PaH9tWyJUBQrI26tkNSu+VgcrqNTM91G4bD+TC+ppt72EHPfRXR7f9tzsvZR6m3AQUCjyhIAQm8LjeK75MJoj2VS159MYymFqfh1fKl/OYb6D5d4YVj6y6gpkXQHMb+b+Y27DJ4IVECJ79iUMHkYz6dA6wNsDtD9c9e65MpzQttF7+hnpvn0wyj5c9a524pckEzQaUooPmwpvo/sGZuPDIc/jkC2Ch2j1edd+Lh0Pt61KWB2aVdgaKmNjoIJ3qsrJ3+wlb7+DrFgzaLa7dsruoF0d1rdVsrpuMla9F0+gBW1vH9Ryx9oGaA1l4W9UsppsvG02npBDuMDHD2Y9yMnZ4UPyF2/cZaxtG8GDki1KtgjtThYbmsqpa8+luimf9pYsGsuyqS3NwYrp8lJl5yNvFzBpeYCdngKqj8qj0tuMJ4z5AU1AJrXeV/vDUe/H+ht7tG30nj5Gq28fiH0Y/no3QaMhpVjiUORpwy822eJgCWSL4EPwSPcOumG1CWqEMMrWcDbrQxPZHRrLgzsXUlNdQPZ2P2Vvhsg+EKCnrum9tR3bdNDxwDY6bdTZNm+HS3hw6wJCm8dQtAnkQB1OaxvW4bNpnzgGffHFQbUdUZuI7SE7qKhHqF6YTXAseOY1UWq1Ykn2gK75BG89RxfvoD6cy4GCMdQFc8ny2NxZdSJ/8kRos320hP1sqSshf6fibWijaFM2l624FMvrMGFN/LdfQ2a13hf7Ru9G74PBiPftAjx2/6DaHwl6HxVBo4hUAo8AhwP5qhoRka8B5xOdKuZSVe12teId56b3eKwhik+g0hvBw8HOuD6sTmfS8VA57r+gRthrC82On4caj+TJPYdR15DHmJdymLIlTO7WKuwNm3v1I9qT7URvoAC7I7AmOIWn6+fiXz6GKU/uh5o67Ibo29+2D5bw8QueYstHmgfddjDsZWxThFChF/8Z1Vx/2D8ptVqZ6evd45rM9vysMNOLVxNSxSE6Yu7+5iP4/eOnk7fLQ1aTkt3gUNzmkLv5AByoYeyufRQ/qBAO4/TyTXw0kkmt98a+0bvR+2Ay0n17tifMc48Nvv3hrvdRETQCdcBpwL8BRKQUOEVVTxCRa4D3Af/o6bg+HtvJ27VlHHn3F5NmcOq347/BH6Q+6VbVBD2GM4xA59uXz32Qur6BOTiE1Sas0RF0eyLFNDi5bGwpo6ZqDFa9l7z9Njm7mtHd+wbVdjQt+j2sNgENEVaH7ZFxrA1MYlNjKblVDs72XWhHZ3gRgqU2Hy1czT+s+B2m+2rbVgcHJaw2Xq9NON8ilO9hdnE1J+c4QM6glNsvns4O0R22Czzt+Bo95O1z8AUcvK02VnsEaQlgBwIHy91LRqveM6n13tqPphm9D5be06H1ocpI9+15HuFrg2R/pOgdRknQqKrtQLscrCo/FnjW/bwcuEhEVgJ3AO8Bfgy8rKoPdDku7rH0EDSOZjwxnYFj6XAm7WrTrsrboWI2hSrY3l7C8l1zaGrOIX9VDnOfqEYamokcqMbpY9+iWNuxD3OiyU03hkPcXH0Km5pK2by5gjFv+8ipdRj7wlbsSASrZBwNp80iUO5hxtxdjLUsrC6z6vfXdpuG2BqBBieb0ydt4OnLZpPnD/Gh0lf6VOb+2G52ssmug7z9QQ4szqH92HbCDdnMub0E3bcfq7yM2jNmYPuh5PUmdPW6PudpNJBJrXe1b/Ru9J5qRrpv98XUFg7U/kjS+6gIGuNQBDS5nxuBYlXdIyL3A7cBOar6zd4em8J8DnuEQ+eI6piTC6JLRTU6Sqt6eaN9MqsaprK5roS2NWMZUw2V/95OZM/eAdn2y6ESTzZH1fZIMU9snIvszmbCKof8B19FwyE63dnYIvad4lAysY4Lxr9Gvvg7H9SB2g6ozabQeKojBZxf/Bo/KF+JTyy3mSPxcYNi2/bjb3DwVbXQOtHPf4+/ladbZ/O3B95DFkBJMdXLghQUtrEvr5jxzrzoxLNr+pStEU8mtd5h3+i9F7aN3geFke7bk51vxOv9nRUJzzdag8YGYIL7eYz7HeA+4FdAsnWfEh1rSEK0T4uNjVJn2wTUYr9dwPpgJfWRPB7bezh79o7FqvdSvEPJqbWxq2oGPR+2O/9UrdPGpnAOzU4O64Pj2dU+ltfqJuHdnEPOAcg5EELD0SZQq7wMxuRTc3wZxZV1zCquptJXn/RBTcY7oQCPtx5OYySXoOMlrBa5Vohp/moqfI0Uedrxi6/TIfeVWtvHvc0V2OrBxsMYTxvHZe9imi+/c5+ghvlvoJgVzbN4uXoqLRM9ON4SvBNaKRBlUlYtNQt9TNo6g6olY6ksP0BlfiOvzhyDt31MdL7ANf3K3ohnqGgdjN47MHpPHUNF70NB6zAy9B7emThvozVoXAV8Fvg5sAx4yU3/PvBd4FvAuX081hCH6OLzNgEN0+wojY6PV9pnsDM4jjUNE1m3rRJp9jLudQ9z1jThaQ5gb90Jjp1sHuNeIV1mv49d2/TZtkpu2HoaNU15WK8XUPJWBF9zhBmbd6BNzdhN0cpkq2QcG78+nSXHr+eYvA2cVrCOIk87lZYN5PXadiy31pzE0/84hpwqxRdQfAGHurlePnzx07y3eBu5A3AoAPsai/nRox/AExEkAuEim8+/ezlfGbu1c59qO8iXX/gwEx/y0jzJovTcPZxWvoFjc7dQYuVwnL+WKz/xH9ZeMJETct7i1Py3yfWEWV9WzraTo+uervl9v7M4Ismk1sHo3eg9vYxW3x7PfiwjQe83P9eU0P6oCBpFxAf8FzgCeJxoUPiciLwA7AR+KyJHA5Wqeo2IWCJyBXBX7HEi8i1VfVlEDjk2/SUaPihKUCMENOpUap1ctreXsLm1lO11Y8nam0VWo1C8oRV9fR2DOSOagxJwQjHfHcLqEEbZESphX3Uh1PgpeztC7tPrcAIBInqoO5MxBRTPqeO2yU/gE8t92HueFqGDDmd28LuysamMcesi5G1rRJpa0ZZWHN9s2h0fJVZyZ9UbPGHI3+XBEwIrpLSVetkTLOrMT1Aj1Dle/Dv9FDyzDjlpDseXbOM7JevdM1iUWHl8vngHFO/oTAOLhVmNkB8dZfitAed0ZJFJrYPRu9F7ehntvh1Grt7/6Q0mtD8qgkZ3SpxlXZJfBn4W8/1V4OPu/r+OSe96HKr6sy7HGhJwIJLLb+uOYWfbWLY3j6UhkEPz5iKyqz3465TSHWF8zWGsN7f2emqR3vJ26ziOfukyHEdwHEEdD3bYg9oefFU+xm4Af5NDwRv7ibRGVx6wSkuR/Fxa5pVTO89Le6nDxyc9565okHzB967Y6nBvcwV37VxKayiLxuYcIkEvuev9TN5UhTS10HzcZOpneWmdanNk7o6eT9oLpCCC5+Q6Io6HoO2hMK+NE8dsBOCPTRP5+Wtnogf8TH0uiN3QiL82RMDJ6uGshp7IpNbB6N3oPb2MZt8Oo1fvoyJoNGSOuvY8/vLOYiLVOeTss8hqhFkrGtB1mzv7lQAp+RH1VXkYf4sfT9jBE7aRSARPczsSDKEtrdg1tQDETjgQmjeJlolZVJ0e4q4Tb2Oqt4USTxY+6ftD56DctXMpzf8cT3a9Mn1bK1ZNTbSJpLYOPBbVi6Zz3vkrmZFdxdLsvUB+j+ftidm5tTxx1B87r6kHKPBkAT7u2bGE2T8NYK97vXN/34EmWiP+Adsd7WRS62D0bvSeXkazb4fRq3cTNKaBrD2tvZira2SiIQ/Orjxy6oScKiW70cFzoI5IOPXz7HkiDllVrUg4goTCELHRxibstvZDnFosrZVZtEz0UFLSzOG+Vkqs/j/kDg5N7X5yaxxyakJY++qwD1SjdrQ5wxqTTzhPmZuzl0pvPdkD6HwdixdPwmaQQMjHmANdOqEfqOF/W2fy05wawmoRVoux3lbOzn+LuVm5rAkGub/xaNpsH+cWrXHnFUvMaNV7JrUORu/xSLXeR6vWYXT7dhideo/aNxhSSPa+dmb/dD3YNqqKtrUR6eNkov0mGIKtO7Hbgz2up2mVl9F25BSaL2zmzCnvcOKYje7b28Cor81n/Ct7sPftP6TcnkWH01aRh3dKC0tztlHkgXxP3/rT9IdAe1bnW3gHdlMT0z76Bv/z5HdeJ+/42fzlD0ez6qi/86GXrmTaR98AHB6+7tOsufh6cgfh2ow0Mqp1MHqPg9F76hjtvh1Grt6TYYJGQ0pR28auz8yKB+o4OIFAr/a1p5TTMN3HJ2a/xNfGbnFTfQOyb6sirV4iu3Z329Y2Po+WSi/ji5uY5s0e0Gi6vhCJJLET43wj+/ZTt2kqHAXetw6+1VY+FyF88WAP4RgZZFLrYPQeD6P31DGafTuMXr2boNEwrJEj58H6xBOR9gbvlElsO7OAtqkh5vj7tnRbIraGCrhoy7kUreveJCF+P1WLfbRNjHBayY5+dcLuLwsn7qHqwuPI3xHAEwghbUEiW7fH3fewn29nwb7PMn71wZF0uRtrOO37X0E9AF9NS54NUeTIedEOTK/eP6DzGL1vj7uv0fvQYqj6dhj5el+/9zcJbZig0TDssEpL0coSqo8uonEWBG8Y2Ftc0+JKfnrJPVR66zncZ9PXaRfiEazKpuqWaVQ8sb7bVBNWaQknnvc6l5c+x1RvCEsGPg1DT3SsffqrKf/m5Z9MotXxE1YLGw+/euY9zPrcy92OiezbT+XP9wOw/W8LqRzbSNbp2xi3eVvK82uI0lXrCNF5HgaA0bvR+1BlOPh2GPl692prQlsmaDQMO5wp5bSX5xCoECLlQfANbKrYtrEeTsmpptCTw2A0WwBY7TaFG5riN99EIuRbQUo9QfwpaLZoVWV1MES5FWK8lXvIJLSTvblMKzg0T7dNSDyRawfFBQFmF1axfbAza0hKV62LZ+DTgBu9G70PVYaDb4fRrffBGc5jMKQJ75RJ7HvXGPYf50WOauSc+W9RlNO7vi1dsYqLYclCWs5oIVsG+f0p0I6z5u24myL7D/Ds74/jjL98jav3LOtc/mqw2L29lKs/8zlOfPJL7LOj18YSD54EqxhE7J7dQOF7NrP92LZBzachOfG0ft78tf0+n9G7mx+j9yHJsPHtMKr1bmoaDcMG79TJNC4eT9PhYXJLArx/xlouKX6J573N/Trf+h/PZsrs/Xxr0gp34fj0UXLbi1RMmcRTlXOITHwWaxDf36Q5QNZjq5jsPZaaU31MdJ/yRMteJe08bcgIibRuodzYz3MavUcxeh96jCTfDiNb76am0TB8EIn26ZLoR0scLLTf3YzVUvxWhCzJ0OjIiM2gLDqcAHEUO42dsA2DSAKt+wZwO43eDUOWkebbYcTqXVRTWCoDACJSDQzOGkKJmaKqpRmynWn7o9V2XPvmno9o25m2P1ptx7Vv7vmItp1p+0PONpig0WAwGAwGg8HQC9LePC1RfpluuwaDwWAwGAyG/pP2oFGjVZs5IjI+3bYNBoPBYDAYDP0jI83TIvIiUAIcINpVVFX13WnPiMFgMBgMBoOhV5g+jWmgZKylUycNbGLRlh7u0/7dERrq7G5DqXyFueovH4NHFEscPKL4PA4WDl6xyZIIHhRvx2g1ETyAuKOyYk8oCIp2DggLqRJ2K6s3vhmsSdBpNy0CU9VuZc8Sv2YzsNn4JduP47ewswQnC9SrjMtrYZzVSrt62bvbprU+NOi2K+YHGOMBRXmrqRRE8Xltsq0IPo+NX8KE1cvetxu7XfdYvTU6woG3cvpsv1u5sxz8vghjfQF8EiHg+OPa7mq/vwxlve/fHaYxju3B0FtvaKY+7nUf6Xqv3hOKazuTek+H1gE2vBmKe89Hut7baSWkwYz49mQ+bqTrPdFzDhmap1FEzgC+DpQDi4DfqurnM5GXdDB1ko9XHp80oHO81J586oDLztsTNz1vfD4n3/4B8n1Binxt+D0Rxmc1UmgFKLICVHgbyJYIRZ4QhR7BQvCLF0sED55D1s10UFqcINWO0uz4eLx5Aa81TsJRYeOJt6ZjJFufyCaP4+S0fh1rFRfjzJxI89RcmidZBCY4UBHEbvVy97I/sD8ykyfr5/OXix4ffNtFhTTNPYwXbvg9EF0iKoJNwIH9tsWbofE8WT+f1Qcmsvfcn3S77gFvJVNvPYe/T38KgDMrF/XedpxyeyYEmF+5jxPGbiGsFm80TWR9bVlc2zDy9X7g8n/GtT2Qe94Xluv9ca/7SNd7ItuZ1Hs6tA7wrmnb4t7zka73l/WpQbfdW60n8q8Dtj8M9L7nkocTniNTk3tfC5wCPKGqtojMy1A+Rjx+T4TJefXkW0EKvQGyJUK5r4ExnnYKPG2UWm34UPI8Qra75JHP/dvVoTg4NDgOm8Il7A8X8fCe+RzYUpLSuagygXfaFNqnl9A0OYvWCULbhAhjxjczqaiBLE+E9cFKnqg5nNe3T8Jpi+/UBmI7OGUcHdOLdTiUZifEXttiVdtU/lszn9e3T8K7M/46qt7qVhpPqOVMFnWmiS8LDYcS260oh5zsuOU+qmI3JxRuYnH2DtrVy/ycXXzh5UsHsdSDRzr03hbwZ6RsqWK46D2RbaN3o/fe0hetJ/KvA7U/HPT+7/bEoWGmgkbb/a8i4k7paUgFHlHyrSAFVjsFnnayPWHyPEFyPUGyJYLPnTC4Y0SUJ2ZslONGgw4OzU6IdlV22fm8EZjC3mAR+/cVk7/DGjFBo1VUiDNjIk2T82mZYNE6QYmMDzJpfB2Lxu3mmV2z+MD0N/jbnqPZuqWc/E0+vInXdR+Q7YaFYcJqE1abRifEjkgOzwdm89j+eVHbm30UbrPZ3MvzazhE1YOHcdGMVTxz2gzsA1Wd27zjK9j0+WmUr3K6lfuYkh2cOGYjC7L2U2558Qv4pJ1r1w/NRzYdevck9s3DiuGmd28fVpQzejd6j6U/Wi/a2nv/2lf7Q13vVntiW5kKGn8OPAXMBR53vxtSQI4nxPyc3eR6guR5gvjEpsjTTrbYZIuSK9EmC5948InV6VQ8CBFs2jVCwLFZFSxjV3gcz9TOYfW66fjqLWY90oaseBWA+KtwDg/E68UzfQrtk4tomZhF63ihrdIme3wr88sOcFzxdmz1MK9sPw9tX0DTliKKNwrj3gqwu3lg69Mmsl05uZaAhqixbdaHS3i2aS4vVk1j75ZScspb+euZNzDRC2P/0XtbbWvGsmDebj7wyhuM9Rz88fCJh+NXXUZtaxHtFQfLfUH5axR42tgcrOCMnDq3WSt6XOnqpgGVO1WkQ++7dJAipwwxXPV+yWNVPRuIwejd6H0gWvet3Zoy+0Nd795A4i4TGQkaVfU/IvIoUKKq1ZnIw2jBh02Ft9F987Tx4ZDnccgWwUO0ycKDp7OPCxxstrBVCatDswpbQ2VsDFTwTlU5+Zu95O13kBVrMliywcE7cQLhySU0T8yhZbyHtvFKuDxIRUUDR5bs4diCreR6glzzwgcRy8G300/pBqV4bT3O2vWQnZUS20vLtrE5bLGmfRpP1h2Oo8Inp6zk8oX73aP73vl5yvdW8pvvzWXzr5fw8gd/RYl1sCP3mmPv4/isD1PocZg/dj/z8vfQ7vj4T81CXtszkcIFAS4v3N+5v65e1+9ypxKj9+QMZ733df1eo/fRrfeBal3nHwZvpsb+UNc7gcRVjZkcCHMVUOg2T6Oqp2YiLyMdSxyKPG34xSZbHCyBbBF8CB7XkVhysOklrDZBjRBG2RrOZn1oIrtDY3lw50JqqgvI3u6n7M0Q2QcCOBks10CxSktxJpfRUplHS6VFoFxor4iQW97K4SU1HFu8naNyt5PrCXLDnmUQ9JC3LYviDREK1uwjsmMXAO1j+74YfG9sT/dX8VDTkTy6ax4TChq5e8YDFHr6HijGs51d7WF3xMtXdr+bsVkBTh3zNmfmNnLOxHX4xGZm9n7WtE7hgepF7NheSt4WH7c98n5+fEIEb72XrAZhIisHnJdUYPQeH6N3o3cYHXofLK1v/nhxdLhuCuwPdb3DjxLayFTz9HXAe1V1b4bsjxp8ApXeCB4OdoD2YXU6ko63T8f9F9QIe22h2fHzUOORPLnnMOoa8hjzUg5TtoTJ3VqFvWHz8HUo48aiE8sJTMintcIbfaDLHKS8jSklDSwat5uj8raz0L8Hnzj8aM85rH1hFuO2QvH6NryrNxAJRDubNH9kCWVrnxh027OzDvDdbe9jd10RpWNa+M3Uf1LoyR+0cgfHKpe9eQkN24rxlLazf8oYysY/yXF5W6iwmmhSP//adAT29nzGboGxb0fLXXRPAFk8b8jWuoDRe1eM3o3eYXTofbC1/plzHudrfQgaR5Le489NESVTQeMKIJguYyIyH7iN6OCbzcCVwHPAAmCRqsbt7xrnuMuIXrMej+0rp3zyU0m3Zz3+atLte7UhbrpA51unj6hTiW2qgKhDiXbKjY6e2xMppsHJZWNLGTVVY7DqveTtt8nZ1Yzu3tencg0VrJJx6IQy2sbn01rupa1MaC9VIqVBSsuaOGzsAY4as5NF2TuZ7ov2X/rCtgvY9q8ZlO22GfNOPfbbGw9xps0fbmLsup77ePXVtgfYvHE8OaUB/jz3XiZ6++9Q4tkWVepr8ymdWdtpG+CNtsncUDOLjXvL8a/LYdxmh8K36jrLbZWXcdVf/82KltmsObLfWQKM3lON0fvQ0ftAtR5lW9xUo/fUaf3iwjf5WgrsDwe9v7wosc1MBY2LgZUiUk16VoTZoKpLAUTkTqJzQ74P+FkfjzsaeLWXxw4JPDHzcsXS4Uja1aZdlbdDxWwKVbC9vYTlu+bQ1JxD/qoc5j5RjTQ0EzlQjeP0PJ/YkEIE74RK7IpiAuW5BMq8tJUK7eOUSGmIopIWZo2rZtGY3RyRu4NZvlqKPLArksVlb3yC/D8XUnagDd9bO7Br6w459e5vLeXnC+7g+4kG/vfDdqlH8ImX46//CvkC0w6v6Z9D6aftL+9eyIEtJWTvs/DXK4Xros60g9ZjpnJe3hOcl7eG2X/5BHzk/r7nLcUYvRu9G72PAr2nQevjkjUXj3C93zg9cdkzNRBmaZrthWO+BoFdqnpAYh40EZkA3AG8B/gx8LKqPhDnOAUOOXYoIxw6L1fHfFwAYXVodJRW9fJG+2RWNUxlc10JbWvGMqYaKv+9ncieYdyDID+HpmMn0TbOQ/s4IThOiZSEGDO2lRlja1hQuJeFObuYlVVFqSdCswo/3H8qjz91FBOfCZOzrRp74xa6utKd1y7l/z7yMMtymvlBoh/RPtiutGwKPFlU20G+vvMcCnY5tI738O+Zj9Kv5eFd28FCT9SZlPZs+8V2P7UN+aw+/zcUW7mdpzr5iivw/2cVANmPvMI1Bxbxs/I1TPvoG2zpe85SjtG70bvR+yjQexq0bkmSlX5GuN6ztiZuUcjUQJgFwE+BMUAj8B1VXZtim+e5NjcCtV23q+oeEbmfaHN0jqp+szfHDRei/VlsbJQ62yagFvvtAtYHK6mP5PHY3sPZs3csVr2X4h1KTq2NXVWT6WwPiHCOUDvPIlTs4IwLUVjcyrTiWg4fs5/5ObuZlXWAciuEA/yrZS7Xrz2Fynv9zNpag+7ci9166FQTzklHsvOzNr9efAfLcprxJ3EqvbFdaYUo9GRhicV9TZP48QvnMu0fSus8D7M+sLFz+oO+EixRaj8WzXt+TpAcYGJBQ1zbPvHx95Yyvvfqedxx/J2HOBSAZ//wh0NWHHjowaX87Mo1PL53Ddb4fmUvLRi9G70bvY9cvWdS6721P5z1Pnth4kkiM9U8fQtwsaruEJGpwH3ACak0qKoPAQ+JyI3Ae4F/x9ntPuBXwJl9PG7IokRHzAU0TLOjNDo+Xmmfwc7gONY0TGTdtkqk2cu41z3MWdOEpzmAvXUnOPawn7PbyVHChwcoKWphamEdc/P3MzdnD1N9NZR6ggTU4k+NR/K7F09mzNs+prwawLdhO3b1obNAid/P1u8dxYVnr+CecSsps3KTv4UmsT3DV025FSJLhPXhfK5YdQmh+mzGrbaY+8BmNn59Jre8/w+ckRtOev5kzC+oYeXxdxNWmzonxAttk/CJzVRfDeVWiCKPF7/k0Oi0c8x/Pof4Hb593H843m8DiUfH7vjh8az/1C39zlc6MHo3ejd6H/l6z6TWk9kfDXrPVNDoBXa5n3eTrCSDgIj4VbVj4E0TkKju9fvAd4FvAef24bghi6IENUJAow6l1slle3sJm1tL2V43lqy9WWQ1CsUbWtHX13Wrrh/OZGeHOXnGJmbmVjHTf4AJ3nqyJcK6UCVf2XYStSsryKlWpm8Ikb1lF5Edu7qVP3LaYgJXN3DPnJs40u/gl971QcnJDnHqzA3MzK1ijn8fU311VFg2uWLxq9pjuWvlCeTs9lK5Okzuxiq0qZn1187k2ff9gskD6BgN0ZUeGp12Gh1lj51PdWQMFxaso8B1Jh6Epd/8HJFsOHz5PrZ/pJLLz9hPT4/hustvpl/NKWnE6N3o3eh95Os9k1qH0a33TAWNNwMvisgOYIr7PZWcJSJfcT9vAp4Qkb8Trd2cJSI/B/YAlap6jYhYInIFUNX1OICux6rqgynOf785EMnlt3XHsLNtLNubx9IQyKF5cxHZ1R78dUrpjjC+5jDWm1uH5TQLycixwpRmNbOrfSwP7VlA/llb2fXtaHfa3CqlYmeInK112Ju2Eolz/N6rl3Lhx5/lC2Nfdav1e/9uM87XyiUlK6iwAhR6hFzxYYnFdTVH8NAtJzFlV4TcLdHpLSJA6KxjWPuB68kf4NQLAEGF14JFbA2VsbZ1Eq9WTeLyIzaR64lOzFxvB8ipjeD/zyp03hye+cwvgLyE51v6RoiVR2T1uzklnRi9G70bvY98vWdS6zC69Z6pgTD3icifgVKgWlVTqmc3qOsa2H0ozq4fd/f/dUxat4BQVeMdOySpa8/jL+8sJlKdQ84+i6xGmLWiAV23+ZAFzkeSQ+kgaHt5oWoGBxoKCFfnkP3dCnL3KgW7w50OJdGb95ZfLeGm8//IaTkBfJKbYK/EFHjCHJEVYkM4i5fax2Or8GjtQqp+MJ3y7VWHdMK2xo3lgdtvIH8QJncFyBJYmt3MSTkBPIU7mfPiZ7EWCTsjLfyx/jie/OmJFK/dTQSw121IPkoQ+FbJm5z82Ae5uaGWzxXtSrpvpjF6N3o3eh/5es+k1mF06z2tQaOIfFNV/5+I3AsHu1SICKp6STrzkk42rs09pLNpPLJIPlfXH3a+kHT7ee9pjpuuIQ/Orjxy6oScKiW70cFzoI5IjEMZqQQCfva/VoG/Vije75C/px3/thoi23cmbabZeOux3HfmLSzxgyX96zlhIfjFx8WvXkrZPTn4miP4t9fg2/5qN9ubb5o0KKsBxNrOkYNvjoct2MUBO8jZv/s6E3+6kgJe4l1r2zh/zBq+dvrHmP3MkWw59c5u55n556s4+viNvLJ5KrM+8RoPMY6Ld2/sMa9G75nB6D39ek+H1gGmTYqfPlr1nkmtw+jVO6S/pvEO9+930mx31JK9r53ZP10Pto2qom1tRCLxKuxHHr4WqHwuQvb+AJ5d+7FrauM2VcSy8ZZjufvM21yn0v/mKUHYHWkjsiWfvBc3JrQdPPsY3nz3LUDPna/7Yjs274/OeZSHWsuY+NODS6HlWkFm+7LY+vFyZl78ItN+dyXbzrutc/uMv1/FzKtfoh6YxcF5zD565qUcuE55/sj7Bi2/g4nRu9G70fvI13smtQ4jX+/CLxPaT2vQqKoH3I+3q+rpHeki8hfgo+nMy2hBbRu7vj7T2cgIVmMb/v+uQqFXHcC3Xnc8t55xB8f77QG9hXbwp8ajmXVPLXZN/Jmatl13PI9/9Bd96oDdXw7Lqsaady72ug0A/HdeEY/5lzIl+CIAs696hTOvWtS5/0xeAqLXRKYEmPbRN4Boc0d93VGdc8MNNYzejd7B6H2kk2mtw8jW+7gkttLa01dEThGRHxEdQPJD9/9Pgcp05sMweMiR85DF8zKdjbio0/uePPu/tJTvv//vbj+XwXEqd7+15JAZ92PxTpzAqot/zTRf6h0KwLOBWZ0OBYCnJnLp2o1YM6clPMY7bQrrP34z9y25HYDz3q7l1Ddbefikmwlq/6eMGM7IkfMgNzvT2YiL0ftBjN4Hh6Gq90xrHUa23p0kEzKlu3l6K9E+udOB5UQntA8D16U5H4YBYJWWopUlVB9dROMsonexN8unDlHCyxZzzide4ML8/fh6MUdXb2hTh8l/TDIn1g1Fg9rPpSeqwmM6Pz+65zUsWQPAR577N+9ZcGq3pbQAItt2cPgLlzL1w2t5ZM/qTocb1iyO+dnnga90O2Yk0lXvwRuGZq1TbzF6N3pPxkjSeyq0DiNf7xv2lye0le45Bcaq6v+I9m30Eh3nnk10TWfDMMGZUk7bxHwCFUKkPIRdEez5oCFM4xebuab05R5XAYiHJngj21pdjvep1QmPO65yR59tdcXuw6QDM/0HOj937c+zaHnilSGmfji6UJMnZvk4n1g0Lhg9NS9d9Y5vOE+LPHz1nsh2PIze+89I0vtAtJ7Mv450vds5iW2nO2hc6P49ATgx5n9KV4MxDB7eKZPY964x7D/OixzVyDnz3+K8+SldATKl7PrOUm6bf1+f3wptdQirnbAa37e/NW56Bztbi/tkL57tNu39CMmPFNRT8HwJu7/Vfdn3H5Wt6fH4+Ss/0Wn7P4FsFswe2lORDBbx9F6Uk3iJraHOcNZ7siazrhi994+RpPeBaj2Zfx3pes/JTlz2dA+Eudv9+4N02jUMDt6pk2lcPJ6mw8PklgR4/4y1XFL8EhbKjZnOXD+w5sxk2ftWsTCr780vEWzq7CDtKj3vHIfdz02Cuf06tNP2Xjsr7vaNa+PPPfajSQ/xxicmdEuff9v/MZmVcY6I4q0op+jfeRwuF3PcxB1MzqnjwvJX+U//sj9sSKT3573xp/sZ6gx3vSeybfQ+OIwkvQ+G1hP5194w3PVe7N2WcP90D4R5RkSeFpFXRaRaRFa4f1elMx+GfiIS7b8o0Y+WOFgovv79jmSc7R8q47JxL/S5c3RYbQJOmB2RHFodf79sT/7BSn7X0P0B74vtl9pm9OnYuVm5/OzGjzLzT5/pTGtx2pl+29bkNmeMp63EQ1tdDq2RLBbm7GJJzsCbX4Y8CfQ+TOU+7PXeV9tG731kBOl9MLTeV/8ay3DXe54ncU2jqKa/v4KI/Am4UlVbRSSP6BQ8I3bKHRGpBlLtdaaoammGbGfa/mi1Hde+uecj2nam7Y9W23Htm3s+om1n2v6Qsw2ZCxpXA+ep6h4RqQQeVtXFac+IwWAwGAwGg6FXZGTtaeAq4FYRKQIagM8k3dtgMBgMBoPBkFEyUtNoMBgMBoPBYBheZKSmUUS+C7wHaOtIU9VTM5EXg8FgMBgMBkPPZKp5+gxVPT5DttNOyVhLp04a2Gz0m94ek3R7m91MyGnrNtDNV5ir/vIxeESxxMEj4BMbSxy8YpMlETxEt3lRRAQP0UXRgc6Rcx3fbRxCCkH1sqtxHP4GBVWaW/bWxOs4myV+zSZvQGUHEH8Wjt+L7RccL2iWctiYAyiwc7dDQ53drewikpZqdNXucyMMtNwTF7SQKx72RrJpeTs6yYFk+4lMglk5tbSrsO+dMTRFarpd91i9bdhRgjQOfJ61Dtt+K0JkfXS112bq497zka739rZ6QuHWQb/nHSTTeggPG94MpfRZS0Y7rYQ0mLDszfRtHeQCovPZ9UbvW98SQk57N9uZ1Hs6tA7QFKmOe89Hut4T+fZ0aB0S+7h0+PdM6j3Rcw6ZCxpXi8j5wFsQncFSVZOPCx/GTJ3k45XHJw3oHO858oyk21+s+UfcdH/5GBbe9Anys4KMyWon2wozPruJQquNsd4WJmXVkichSq1WCj02WSLkioUHDz6xOmeK75hlvt4OsDXiZUu4lG8+8lGmPxgEW3n6+e/EHc2VTR7HyWn9L7gI1mEzCUwvonGKj8AEJVQe5tJjVnJx0StsCo/jinN39//8KWKg5W795XReWPgvAFYHQ3xhw0eobsjnxKlbefqdOcz+5GomAcu5v9t1j9XbET//LBW/TTxHV2/Z+/mlfOnyf1Fn57F8fgEAy7W77a72+8tQ1vuqV2+OazsdWn8tMJXvLvhPap61XvCyPhU3PR1635vAdib1ng6tAzy+/5a493yk6z2Rb++N7eV6/yHfl8mFnWnL5MJeZTGRjxuKeu9a3g56U9auek/0nEPmgsZC4H3uf4gGjpdlKC8jGq/HoSy3mXxfkCJfG35PhHJfE4VWgCIrQJEnQLZEyBabbBEsBA8eLIk/O9fDrZO57q2zaKvNYdzbgtUUQvqweHxfsIqLcWZOpHFqLs2TLAITHKgIQquXUwreZnVwAk/Wz6c+VJsS+wOlrw4qlrZ/lWMvcLDEw2J/FisW/ovdkRbe/fQXmf3JxMtXAWzaWMxpb5/Hw4fdz5VXPsxDvx3Xr/x3IMcsIO/UKs7P38LywESgYEDnSyVp0bs9+BXYvdX66gMToYdppgeiu/7S1xrGrhi994+RrveefHu8wLC3+3ZN7+vzMlr9e0aCRlX9pIhYQBlQpap2JvIxGvB7IkzOqyffClLojTqQcl8DYzztFHjaKLXa8KHkeYRsdyLUjglRPUi3dSwfql5E8d/zmbQzgNXchLS2dbM5GHinTaF9eglNk7NonSC0TYgwZnwzk4oayPJEWB+s5Imaw3l9+ySctsRvRcOV8n9uoO3aEPmSDUBQw9xSu5QZd/YcoGt7EO+ynbyfYwclL1suyOe3s/9BiZXHRwrqsTd4uGfOwGpXUkVa9G4P7ktSX7Tu3Zmd9FyJfhh7QyaCzQ6M3vvHSNd7X317b/SfCX13JRV6709NKsTX+8uzE++f7rWnARCRi4AXgF8BK0Tk4kzkYzTgESXfClJgtVPgaafAaiPPEyTXEyRbIvjcFV06hOBxP8UuYG6rQ70dYF+khZq2fLKabKz6ANLUirZE/w8WVlEhsngeTYsqqJvrp3E2tM8MMml6NSdN3MyO+mIWFO7lb3uOZvXb08h9Iwfv4JkfVJbJhf12UHZtHe3uu5StDq8GLf710Al4/vd6v/Oz/SfH84edL8RNT0TV/y3l7GWvckp2U2faxwpqqf7M0OySnA694wzOO25/tF62unc/4D3VuHT8H0wGcj6j9/4x0vU+2L493nPRXz89FP37tl0V3fLUH71HShP318xU8/T/ASeqakREfMBzwH0ZysuIJscTYn7ObnI9QfI8QXxiU+Rpd5srlFy3ycIvXiyJNl107efS5LTzcOtk1rdVsmNXCbMbgkhjM5H9BwYtn+L14pk+hfbJRbRMzKJ1vNBWaZM9vpX5ZQc4rng7tnqYV7afh7YvoGlLEcUbhXFvBdjdnJrazqHCPjvAFa9dxdSHGmk/+xgOXNbOF+c9zZKcrSye2vvzTP32i1z158u5ZMNyJnjrebN9EucXrGOydw3TCz7NrC+8fMj+pSuL+GrZH/hLzZJuzVmBiqG5uFg69D7QhpGBaN23NnnX764/GLE1Dz0FdUOhBgYS633Ph1r6dJ6p336RT//lU1yy4Umj92Gq91T59thnIdO674/e49UoDqZ/d5KM7cpU0OgA44Fd7t/UdIoz4MOmwtvovnna+HDI8zhki+Ah2mTR0cfFy8F1OmObLdrVYX1bJavrJmPVe/EEWtD29kHLo3fiBMKTS2iemEPLeA9t45VweZCKigaOLNnDsQVbyfUEueaFDyKWg2+nn9INSvHaepy16yG7/wvLD1mOXUCuvEK9HeAbu99LW00uZ93zBJ8p2oRfOp7ovq8DbK/bwD1zJvHonmpOztkB5AOw6YJb+eCiM2l9dzUtH1rCp394P+fmreSK7edR96OpHP9/lby8+M/4xCLghPAN0drdoa73gWpd5x8Gb/bd7mDXKg46vdD7HdL3hjHnrfVG78NY7yPSt0PK9D5Y/l2SRGSZCho/C9wkIsVAPfC5DOVjxGOJQ5GnDb/YZIuDJZAtgg/BIwc7RXvwxBwT/dzotFFn27wdLuHBrQsIbR5D0SaQA3U4rW1Yh8+mfeIYVIDH+v6jZJWW4kwuo6Uyj5ZKi0C50F4RIbe8lcNLaji2eDtH5W4n1xPkhj3LIOghb1sWxRsiFKzZR2THLgDax/ZtUfrhwNYP5BPG5rqapTSFs1l1zm8osfKAg6+Atvb/XWtLpI0zn/4CY1/KouCCfTxy+F/Z9NAsKqkmuyZMkRXgewdO4sCvZ5D7xMuUPgHvxV3p89gFBN83NBcFSIveX3yx7/kaJK1v/ngxfL13NuMFih01E6kIIgdSY9MbvSv915zR+/DUezLf3pf+ix37ZrLfbiwD1XtP+R+o3tX6Q8JzZypo3K6q53d8EZGeJ6qKg7tu9SPA4UC+29z9NeB8ogt6X6qqYRH5GNHAtA64SFWb4pyro5l8AbBIVTe76d2OFZFTgZ8A7cDHVXXozfni4hOo9EbwcLADtA+rszo60dsnwO4IrAlO4en6ufiXj2HKk/uhpg67oRGAbR8s4eMXPEW2J8xzj/U+T9a4sejEcgIT8mmt8EYdSpmDlLcxpaSBReN2c1Tedhb69+AThx/tOYe1L8xi3FYoXt+Gd/UGIoHo3FTNH1lC2donBnCFhh7OSUdy+mmv8+OqpWxoLufPMx4g39O9j8m6cKjfNj4/5V3Mxh2l93s45bIv036YEjl1Mds/6fDXquPYdvMcxvz7pW7HVh1TwLtOfZMt/baeOtKh9y0fae51fgZb658553G+1sugMZ10zLfYH3qr97YBrF5m9D489d5f3941qOpN94x0MRz0nt+YuFtApoLGfwHLknzvLXXAacC/AUSkFDhFVU8QkWuA94nIA0TXun43cAHwaeAXcc4VIToF0M86EtxAMt6x3wXOIBqsfpNBqCk9s3JR0u2P703+8Bx7Zrc4GIhO3trx1ulzHUjXN89oWvR7WG0CGiKsDtsj41gbmMSmxlJyqxyc7bvQSMQ9sRAstflo4WryPMLXei4iVsk4dEIZbePzaS330lYmtJcqkdIgpWVNHDb2AEeN2cmi7J1M90XL84VtF7DtXzMo220z5p167Lc3HtKXofnDTYxdN3L6NDZevIT6cwN4mkrYsmYij1/4S/I9+d32a3Ha+c3+04E7B8Xu2Lte4dK3qti+rATqJrHzN7MZc393h/KzbS8zxbuSJ9vGc88A7A1nvf/D6llvqdL6xYVv9upZg9TWKg4WfdF7VbhfdQtxSafeB6p1AGt8/PSRrvdkvj1ZILhc709YG5fJWsbhovdjnh16QWPXeSOSzyORAFVtB9rlYCfOY4Fn3c/LgYuAt4E33VrI5cBtIpIPPAycC1wMZKvqb4EDcmiH0Nlxjs0F2lS1GXhZRK7rT97ThadLJ+jYdOj+9rkxHOLm6lPY1FTK5s0VjHnbR06tw9gXtmJHIlgl42g4bRaBcg8z5u5irGV1Oqu4iOCdUIldUUygPJdAmZe2UqF9nBIpDVFU0sKscdUsGrObI3J3MMtXS5EHdkWyuOyNT5D/50LKDrThe2sHdm3dIafe/a2l/HzBHXyfodlJvS9Ys2ew7aJyFizbQMPeSoK/Hs+kL+1jhq+7Q7HV4fFAGS88N3/wbH+0nPrI09SE8mlqz6b2ZJjVxR+HzjqGBVmv8UBrKb/ZsgxIPp9YJkiH3q1EekuD1sd5cnp9LeI1xQ2V5rn+6L25pWrwbBu9Dwu99+Tb+/JilEnNDze9Hwgm7vqUqaDxGRG5D1gJHM/BQG+gFAEdVRCNQHG8NFVtEZGfAn8AxgJn9+F8xTFpQLKIKfMI4JdDb3NXRxLL9kgxT2yci+zOZsIqh/wHX0XDITrHz40tYt8pDiUT67hg/Gvkiz/p+cjPoenYSbSN89A+TgiOUyIlIcaMbWXG2BoWFO5lYc4uZmVVUeqJ0KzCD/efyuNPHcXEZ8LkbKvG3riFruP3dl67lP/7yMMsy2nmB8M4aLTGjeXABXNoO6OZL897gF+8fgYzPvkOVkUZN83+Cx0dmTsIq82Kdh9ff/kCZv2liYEsoxRr+4rDHuMfu47k93P/xMLJ2XAUhN9vM+fJK5l1afTHsma+j3+0jOPbr7wPpz1TriM56dC7J5He0qB1S/q+ZN1QCRRhYHr31900aLaN3oeH3nvr24eCtuMxXPUeCd2S8LyZmtz7uyKyCJgF/FJV3xikUzcAE9zPY9zvDe7n2DSI1kTeDHxPNeGIgnjH1sekwTAc+d0xgKLWaWNTOIdmJ4f1wfHsah/La3WT8G7OIecA5BwIoW6/Oau8DMbkU3N8GcWVdcwqrqbSV588YATCOULtPItQsYMzLkRhcSvTims5fMx+5ufsZlbWAcqtEA7wr5a5XL/2FCrv9TNraw26cy9266HDFp2TjmTnZ21+vfgOluU0x4wkHl5Ys2ew/7Qymk5o59IFzzA5q4br/vQhpv9oJQr47gkxrctbaL0d4M/Nc/jlC2cx+44g+vq6pDZ2fn8pk7/ffUm1rrZPyX+bT778ST409zUWZh2s9PeJxabT/8DMW68Cj/LFEx7lO6vPZ+bNNlZtIzsH5UqknnTpfahpPd4ggEz9uA6G3msDyUf0Gr1HGa1670omX5aGu97r9kcS2s1I0Cgik4n2FSwALhGRT6nq7YNw6lVER2b/nGgfyZeAjcB8dwWajjRc+/cCV4jIv1Q1GOd83Y5V1YCI5LhN3IcTbf4eskiXWf9tdYhgY6vybFslN2w9jZqmPKzXCyh5K4KvOcKMzTvQpmbspmiFqlUyjo1fn86S49dzTN4GTitYR5GnnUrLhh4WbXdylPDhAUqKWphaWMfc/P3MzdnDVF8NpZ4gAbX4U+OR/O7Fkxnzto8prwbwbdiOXV19aDn8frZ+7yguPHsF94xbSZmV269al0xizZxGw+JyahcInjktzKvYRMSxuPvRU5j+zZeYpCtpveA4vn7dvZyXt6bzuLDarA7C97d/kN1PTOHwu7YknSNz1sJWHn3sNSxZw4pLHL7y/c8xbuV+GhaXU3OEULiwlk9Oe5TDs3fz6X9fwVPLT2Tht7fxvdI1dK04d1DuPON2JnmbuHLTRcz56n4i+/Z3qx0YKmRS70NB6/F+KDM1CMDoPfWMdr0PJUaS3lUTD7LMVJ37HUQn+L5FVW0R+SjQ56DRHajyX+AI4HHgW8BzIvICsBP4rTt6+g/A80RrCS8SkUnAecA5wDrgWuDbIvJ34ARgloj8XFUf7Hqsa/onwJNER09/ol9XIE04KAEnFPPdIawOYZQdoRL2VRdCjZ+ytyPkPr0OJxAg0mXUlowpoHhOHbdNfgKfWO4ovd51Q83ODnPyjE3MzK1ipv8AE7z1ZEuEdaFKvrLtJGpXVpBTrUzfECJ7yy4iO3Z1c9CR0xYTuLqBe+bcxJF+B7907wcy1JCcbCLvWkxLZRYtE4XAlAiVU2s4tWIFq2qnsGndBKrum07Og68wnaiD2HntUp6/4hfu1AtRquxWbq07hrtfOJGp/44wYflKEr8DurZjfkiW+GHapzew66IiTh//PGcUvMnhvnY+tPHD/Pcjs5lR/RK7v7mUZ2Ysp6tD6bAdVosflL6B88tyIvtWDeZlGnQyqfehrPVU17YYvWcGo/fE9EXzfa2VHM16z1TQaKnq+phBJ/1azlBVw3Qfdf0yMSOg3f3uJVqr2EEjB/sx/sv9j6p+KI6NrseiqsuJNm8Ped5uHcfRL12G4wiOI6jjwQ57UNuDr8rH2A3gb3IoeGM/Ebe5wCotRfJzaZlXTu08L+2lDh+f9Bw+sRL3b0lAjhWmNKuZXe1jeWjPAvLP2squby8FILdKqdgZImdrHfamrXEflr1XL+XCjz/LF8a+SrGVyxDvQnqQSTZzrlvH3Nx9zPHvZYavnrEeD5/c+n68lzjM2nPo7PxNFy3hpSt/RaE79YKtDqtDNldvvJjmh8Yz+7ZXO5uSeiKoNjsjLeyN5PBI0yIKvEEenf+nzv6njY7gOe2gA3/hs78EcjuP72q79LVWvnxjNlmPDe0fUMis3oeC1jPWt8voPSOMdr1njFGs90wFjU+LyO+AShG5nmitnSEF+Ko8jL/Fjyfs4AnbSCSCp7kdCYbQllbsmlqAQx7q0LxJtEzMour0EHedeBtTvS2UeLLwSd9n5w/aXl6omsGBhgLC1Tlkf7eC3L1Kwe5wp0NJ1PSz5VdLuOn8P3JaTgCf5CbYa2gyI7uB6ytXENQwdU6ER1vmcOsfzqfiN937oABc/5MbKXRHxgY1zIOtJXxj5YVMvQ/Klq/s07TGlgjjrRzKLYc/R7JZ/vZhFE5awc5IC9/Z8x6qTwkRrSSPMsZzsFYhnm2AVb9ewhi6T9Ew1Mik3keK1vvTF8zoPTMYvQ8OfX3ZGs16T3vQKNHqxQeJDiB5CtigqmvTnY90snFtbi/m6lqTEtueiENWVSsSjiChMERstLEJu6094ZtNa2UWLRM9lJQ0c7ivlRKr/00GgYCf/a9V4K8Vivc75O9px7+thsj2nUn7CW289VjuO/MWlvjBkmH0BuriQWhxglxw+RfwPfEqABXEdyib7j6KY/1rAAg4IW5rnM1Nj53FYbcewN68rc+2vXjcJiaLX41/iU+VPM+K9ix+OP0EOgb+77x2KcFSm1mff5nZ//gsWz70u6S2Gz/QQvOF85jwgeSDb2D06n20ah1Gr94zqXUweu8vyV6MevPSNFr1HrWfZlRVReQnqnou8Fa67Y86giHYuhO7PQhO8u7cVnkZbUdOofnCZs6c8g4njtlIgWdga3/6WqDyuQjZ+wN4du3Hrqntsc/GxluO5e4zb3OdSr96LgwJXgsVdDqUZDx58g1APgEnxI3187jjgWXM+vlb2M3JV2LozeAGn1gszLI4/ObPMinGqa268tfkSBbnXH08M7/0EvecVcK+cDF3/nsZs6/fgF1bhzw9gc9OegYHD+fmvgbAzD9eyezLey5Txsig3kez1iH1eu8NRu+JMXofXEar3jN111pF5FYR+ZSIXCYil2UoHyMedRycQKBHhwJgTymnYbqPT8x+iV+Nf4335bUMeNoDq7EN/39Xoa+v62wqScbW647n1jPu5ni/Peydyl9rliTd3nDJ8fx6+4vM8OUT1DB/bJzFHQ8sY9oPV+MMgkOJ5aeXHrqexck/+DIzH74KDUfYc81Swuql0AoQLLPZeONkrty4lUsnrOTmWbP5/g2X4KBY4mHb2bdz444VeKdNGdT8DRaZ1PtI0foyubBzxHVfRl0bvacfo/f+0aHxvm6LZSTrXbISv0xkqk/jfzNk15AA75RJbDuzgLapIeb49w3aedVx6G3f6v1fWsr33/83t5/L8Gymi+Xlvx/B+ARNFrJ4Ho/95FcUW7nY6vBgawnXP3Y2s37+Fs4A1pROhE8OrQMofbmegl0F7P7GcVx60eNcPGYXfvFx1Xm3de6z4NefpZKVlN+4kn1fa+OU5z5P0XPZlH5kJ7ptx6DnMZ2kQu/DXesDndfO6H3oYvSeWN9dX4x6q/8RrfdQ4kUz0xo0ishM4BpgIrAeuE5VE09IZEgbTYsr+ekl91Dpredwn00/V3bsN+FliznnEy9wYf5+fMNwjq6utKgy6VfxHQrAYbdtcEcMwuqQzTdWXhjtZ9KHN9C+zL/3rbfeTwXvAHD2uga+VPxXAJ5rh62hMvziI6hhPJ39ZeCrn7qfv/yykv1fWsolnz6Gmf+Njq7T28B6phJO7nVWhxyZ1Ptw0Xpfgsd06L0vGL0fitF77+nNJPgjXe8yO/F9SndN4x3A1cAa4CTgFuCCNOfBEIe2sR5Oyal2R3il/8Fu/GIz15S+jF96v7ZuB9qnsWfpYffuMiYl2X7R2BcBH1V2K1dvvJip99GvTtG9pa0t2tyw89qlfKk4ukRUld3KdzZdTP2T41n2hZ9TbuUcMuXGpWOquHRvFbCmW2f/XQ1FKctrOsik3geidTvh4lUDZyDT9Ri9D22Gq94H07cnG/TSV0ai3mNrYkN24trgdHcsCKvqK6oaUtUnia7tbMggVnExLFlIyxktZEtmeivs+s5Sbpt/X+eUBL3FVoew2jhDMGj01Lcm3R5Wi7Da3Fa/mOaHx+Nbvjql+Vl5wi1w7AI+dMH/XPsHbVf+ciWvBcvwiZWwr5H4/Yd8//xhz6Y0v6ki03ofqNbbkqzUkEmM3ocmw13v6fLtXVdQ6omRrvey7MQ1oukOGheLyHMi8ryIPO9+f15EnktzPgwu6388m9CPGvnWwv/izcDkqtacmSx73yoWZvXddgSbGruNdu3bhONDgRv3LWNtyOaPK99Nxe2vxd2nrwMROtgd7j7vWYmVxy3/uJUjc6N9s7raXpBVlfSct258ipYPHgdAy2PTubJwb5/zNRTIpN4HQ+sbwulz2f3VXzx6o/f+YvSemOGu91T79thBL70dANMbhqPel3zoFyyTC2l5bDqlVjjhvml99VDVonTaM/SMWorfipAlmVlddfuHyvjpuD/hE3/PO8cQVpuAE2ZHJIdWp2/HDgVWr5jD1UcWMPFxwWlPvjB9Xwm8wyHNa9as6dQuKaduAeTuFVo/8zcOhAvxNVh4xpez/ppypvnWJD3nNF8+K67/PVwP0d4lw5NM6n0wtL66fSrRFVIHzkAHvvSFwdB7M/Vx043eEzPc9T4cfTsMf/9+bJJ9RTV9TXsicm2XpDbgLVUd0aOpRaQaSPXwuymqWpoh25m2P1ptx7Vv7vmItp1p+6PVdlz75p6PaNuZtj/kbEP6g8aTuiRlAycApap6VdoyYjAYDAaDwWDoE2kNGhNmQuRpVT010/kwGAwGg8FgMMQn48sQiEghmZtk3GAwGAwGg8HQC9I9uffz0G0MfYTohN8Gg8FgMBgMhiHKUGme/ryq3pjpfKSKkrGWTp00sAlVN67tPsw+lnZaCWmw2/wEvsJc9ZePwSOKJQ4eUXweBwsHr9hkSQQPilccLBQR6ax+3hfOp74tF0SpyG1inHVwjrigKpsbyvHXOaDQHNhbE6/jbJb4NZu8fpe7Yn6AMZ7oJK9vNZWCKD6vTbYVweex8UuY6j0hWutD3co+UNvOrCwOy2kAoFWVXe3FRGyL/Kwgze3Z+LcHEl53EUnXg9XtusfqbfXaYJ9OVkAx4RnZzMurAyCkNnvDhTQH/YhAljcCG6PTMTRTH/eej3S9twcbCIVbB11vvdF6WL3sfbsxJc/aQPSeJX4NE71eBRT3yl7X0dAdx3Wkd/3uIyuu7Vi9bdhegjQFemW34/wD0Xs6tJ7INox8vSfz7f3VWwHFvdK6e0zc697Vv/eUh0RaT0aiZy0d/j2RbRg6zcLnAiM2aJw6yccrjyebP75nzpy4OOn2l+0n4qbnjc/n5Ns/QL4vSJGvDb8nwvisRgqtAEVWgApvA9kSocgTotAjWAh+8eLg8PV9J/PYy0cAkDO+hcLCZtojXlra/QTbfRz2XD4VL9QhtvL4Wz+JO5ormzyOk9P6VWarqJCmuYfxwg2/B6ITvkawCTiw37Z4MzSeJ+vn85eLHo97fDZ5nQ9rf6YVqTn1eF783s2HTIi6O9LCu5++miMvXQ0CL+tT/SjZoNLtuofqCwne9X88tfh2yif2bZ3Z4+Q0mpYs4blf3Bx3jdiHWnO5edZsAJbr/XHv+UjX+0sbbo9rOx1aX31gInvPjf+shQlxkpzXL/swML1nk0fHj3hvr0HXOSB7Oi6R7Vi9/6LmeNYc2Tu7HfYGovd0aB1guf23uPd8pOs9mW9PtdYhsY/roC+/K7F6b6a+x2N7o/dU+fdkv2tDJWg0pAi/J8LkvHryrSCF3gDZEqHc18AYTzsFnjZKrTZ8KHkeIdsVkU8swgotkSysFg/egODdUkh9+xi8bVBYbzM2qPirG/H08FbfX7zTphCcMo6O6cU6nEqzE2KvbbGqbSr/rZnP69sn4bSlJnAr/+cG2q4NkS/RdVqDGuaW2qXMuDN1S7kNBs3U89b5P6K8n8cX/v1VWn4W7Fw7NZbz8gJM2PYK35qWbCavzJEWvTuDW4ncF617dyZfM7indXOTzc04UL0PZL7Hgc4VWfG+d/gY7wJ6nn+ya7rR+9DV+0jy7cvkwkGZLH8g/n253s/pf/f2qPfTpiY+R49Bo4iMU9XafuQv3rni9WkEmD8Y5zd0xyNKvhWkwGqnwNNOtidMnidIridItkTwofjk4IgoT8zYqHbbhxUUvO3ga1G8bQoKoXwPkge2Pw9fkfsjNkjLalpFhTgzJtI0OZ+WCRYNC8OE1SasNo1OiB2RHJ4PzOax/fPYuqWc/M0+vEni1oH8GNm1dbSrTT5Rx/Zq0OJfD53AlP8lXqh+KDPjbz/k6aW3MGXS/oT7LNf7WRa5kHZ1eK4d2h0fx/gbD3Ewi7K8bPnlEvjq4KwWMpikQ+9OzeC8a/dH64XbbDb38vyxwVNvfqxGmt63/XUhTy+9hcsnn3BI+qa7FjPr0oPLumkkYvQ+RPWezLcPhExrPRUT6vfGv0Pv9B6cmLjbQW/U8CfgrF7muyeeTZD+v0E6v6ELOZ4Q83N2k+sJkucJ4hObIk872WKTLUquHGyysETw4MGDYIlQFSggb6+S1az4Wh2soFIz30fhsv1MLqin3fYSclwJLR9YPsXrxTN9Cu2Ti2iZmEXreKGt0qZyci0BDVFj26wPl/Bs01xerJrG3i2l5JS38tczb+CSx5IvkTQY7LMDXPHaVUx9qJH2s4/hwGXtfHHe0+z5UEvKbQ8WWz58LVPcz6/vmMiuSBHH+WspsfKwxh8aitzTeCRPLzjoOP648wVeDVZwzWsfoPDRPPLe35C+jPeBdOjdc2XiJbZ6w0C0PtELY//Rf9u9/bEaSnrva+1MZxk/spbLOYEL3qliSc7WGL2vYdrvr2D2p1d1HmP0PjT1nknfviRnK4unpsZmshaBDr33tq9mB4Pp3z3+Xya005ugca+IXAOsBhwAVX26T6U5yABDC0Nf8WFT4W103zxtfDjkeRyyRfAQbbLw4MES6bY2aWsoC3+jktVk422z8YQcwgU+fjDrQU7ODh/SH2Qgq5p6J04gPLmE5ok5tIz30DZeCZcHqahoYGnZNjaHLda0T+PJusNxVPjklJVcvrDjbSoHK1UzRx27gFx5hXo7wDd2v5e2mlzOuucJPlO0Cb9EOyLfkWAB+KHOwqxsFma1g9uR3d43kw9tPY3GE2o58IWlPL3g4Bu3Z9HhXLx+Kv4ztjOVtQBsPr2HjmMZIh16P9bf2O/8DVTrySiguLOPWddAq1fBYgb13vVHdLDWvAb459wyrty79xC9bzv3D3xontH7UNd7Jn07pG8Jw3h6T7RsZm8YqH93piZe87s3QeMOoiu3vMv9rkC/gkZVNTWKacYShyJPG36xyRYHSyBbBB+Cx33z7HgDPXiMh4jaRGwP2UFFPUL1wmyCY8Ezr4lSqxVLkvet6lXeSktxJpfRUplHS6VFoFxor4iQW97K4SU1HFu8nen+Kh5qOpJHd81jQkEjd894gEJP8h/PwWLrB/IJY3NdzVKawtmsOuc3lFh5wMHRkhq3t8XQ55VgmOOnHuzjXbO7kuazowMZQmMO7rfrO0t57tO/wCcePrfybN44UMmSyh38uvwWFqY7071gqOo9HVpvpr5/waLLUNd7X2teYnklGObS27/IlAfrWP/VPF5bdqPR+zDX+0DojdZtHdz+jbHPZqpekDoYqH+feXl1wnP3GDSq6g9EZAkwHngImNjfghjSj0+g0hvBA52jpXxYWBJ9k4h9+7S61CIEw17GNkUIFXrxn1HN9Yf9k1KrlZm+gfVxscaNRSeWE5iQT2uFN+pQyhykvI0pJQ0sGrebo/K2MzvrAN/d9j521xVROqaF30z9J4We/AHZ7i3OSUdy+mmv8+OqpWxoLufPMx4g39O9n0fbEJiyqj/EOhSAkol7WXbcVHjlTaYv20b4x1Dz6eN55apfd5b7vqnPYh2/mbeBO9Kf5V4x1PSeKa33tc9UuvUe74cyFT+eHXx32jFMYiUOMPuT8BGWwrFTe9T7t3IW8s+Ni/haRfzR+pnG6L3v9Fbr68KhOEf3j0TaTpXm++vfO/SerI61NwNhbgJagFNV9d8i8gfgjH6XZhARkfnAbYANbAauBJ4DFgCLVHWzu9+RwM+JlveXqvqfOOcqIRoUh4FG4MOq2iYiDwInAReq6nJ33ynAzUTrfu9T1T8OtCxnVi5Kuv3xvauTbj/2zPg9hgU63zp9rgPp+uYZTYt+t9XBQQmrjddrE863COV7mF1czck5Dj01kSXDKhmHTiijbXw+reVe2sqE9lIlUhqktKyJw8Ye4KgxO1mUvZPpviY8wOaN48kpDfDnufcy0Zsep9J48RLqzw3gaSphy5qJPH7hL8mP49BanHaqwmPinGF4UvrbXayrPoyyk9cDcN83f0W+52AH6a79YgbCSNd7JrQe2zzdF9Kt91QGh32hJ71fvvMEdi9pYSpr+TzvAvqX74FqHcAaHz99NOu9P/RF67/ZfzpwZ8rykug5GKxR1l3pnX/fDPwr6Xl680oxV1VPE5FnOs7drxynhg2quhRARO4EFgHvA37WZb/vAOerarKxWPXACarqiMj3gPcC/wCuAj7dZd+fAJ9U1cR1uEMET5dO0LHp0P3ts01DbI1Ag5PN6ZM28PRls8nzh/hQ6Sv9y4AI3gmV2BXFBMpzCZR5aSsV2scpkdIQRSUtzBpXzaIxuzkidwezfLWUegSfeDn++q+QLzDt8Jq0OBVr9gy2XVTOgmUbaNhbSfDX45n0pX3M8HW3bavD44EymltS31E7XWyoKyPieIictpitF1i85+mjefy065nt6/8Evukmo3ofRlqH9Om9px/AjlrRdAeTPen9fyvmM4OX0pqnvmL03jv6o/UXnhvYpC79HsCVIgbLv/cmaGwRkeOgs8au/71iBxlVjR3WFQR2qeoBkYOdOEVkOtE+mfeLSIhoANgKPEx0UvGLgWxV/W3MuSxgk2tjX5fz+YApwO9FJA/4vKpuHPzSDQ4C+OXQ29zVkcQSUJtNofFURwo4v/g1flC+Ep9YbjNHPzol5+fQdOwk2sZ5aB8nBMcpkZIQY8a2MmNsDQsK97IwZxezsqqotGwKPFlU20G+vvMcCnY5tI738O+Zj/bPdi+xxo3lwAVzaDujmS/Pe4BfvH4GMz75DlZFGTfN/gtwqGMJq82Kdh9ff/kC/HU3pSxf6aLDWRUX1/CTiQ+ReydcftT5PF79e+a6+9j7ZvLU1tmcNn3ISh3IsN6HgdYhfXrvzY9mpgJGgBld9G7X1PJ53sUvtr/Ewqxsbn/fbfy/rw7FnowHMXpPzkC0PusvTWzto72h+oK0TC5M6N9f3zGRhVnZvfbvvQkaLwe+AQSIBlhXDij3g4yInAf8FNgIxJtPshyYAywk2sz8bVX9goj8FPgDMBY42z3XscAtQDvwqwQmS9xzzQTKiDZ7v2+QipNW3gkFeLz1cBojuQQdL2G1yLVCTPNXU+FrpMjTjl98cWeO7y3hHKF2nkWo2MEZF6KwuJVpxbUcPmY/83N2MyvrAJVWiEJPFpZY3Nc0iR+/cC7T/qG0zvMw6wMbkzrBgWDNnsH+08poOqGdSxc8w+SsGq7704eY/qOVKOC7J8S0Lm+i9XaAPzfP4ZcvnMXsO4LUBtpTkrdU0vWNVt+1iP3H5bIodyVjPR4WP/V5ZtV0bzKbn9WcriymhFTrfShrHdKr90wEgbu/uZSJ/29lj5N796T3K777ZV7+2a1G7z0wlPU+GFrX19f1yeZAmpsHu5Yx9nz6rkXsS6L3I6fsxt43s9d6703QeBLwXVVt62O+04KqPgQ8JCI3Em1S/neXXRqBVaoaEJGnga+46cuJ9kv8nqp2TCX0CnC0iHwVuAz4TRyTDcDbbtN0tYiMG+wyDSaCJHwwb605iaf/cQw5VYovoPgCDnVzvXz44qd5b/E2cgcYMAI4OUr48AAlRS1MLaxjbv5+5ubsYYavmnIrRJYI68P5XLHqEkL12YxbbTH3gc1s/PpMbnn/Hzgjd2BzhHXFmjmNhsXl1C4QPHNamFexiYhjcfejpzD9my8xSVfSesFxfP26ezkvb03ncWG1WR2E72//ILufmMLhd20hsv/AoOZtsDhqYRarHp8MdO+HuEwuxJOdTcvZR1B1lIcpj7UhK9Yw7vtTODJ3B+/96leY9feX4jq5vi5ZlQkyqfehpnVIv977UrvYl2OSMWthK48/vgZYw18vLWb57EO390bvsRTd+yL8rEPvyVfYyTRG7wfJpG+Pp+FY3QxmDWOm/XtvgsZKok27TcADwCOq2tqrs6cYEfGraseK3U1AvMB2E1AmIhbRPo8da5dcBdwLXCEi/wJUVTuGSzWRoO+mOzimRURygWJ33yFPx1JNB78rG5vKGLcuQt62RqSpFW1pxfHNpt3xudMPDJyc7BCnztzAzNwq5vj3MdVXR4VlkysWv6o9lrtWnkDObi+Vq8PkbqxCm5pZf+1Mnn3fL5g8wL4ukpNN5F2LaanMomWiEJgSoXJqDadWrGBV7RQ2rZtA1X3TyXnwFaYTdRI7r13K81f84pDyV9mt3Fp3DHe/cCJT/x1hwvKVRAaUs9QiHOxOYe+beWhH/Kcm8ufZf+e0nx7J1O++GE1bspCjxr7FnXOmkE98hzLY00+kmkzoPZNah8zqPd50P7H0NJHxQIjV+0cK6rkz1lYv9B4Po/eeMb699/rtz7ORiIH495f06rjn7IveezPlzo3AjSJSCnyNaJPuUBkyepaIdNQcbgKeEJG/AycAs0Tk56r6oDvi+1mik5NfKiKTgPOAc4B1wLXAgyLyC3efOuDjACJyA9EazPNE5HeqehvwY+Bxotfv8+kpav+x1eHe5gru2rmU1lAWjc05RIJectf7mbypCmlqofm4ydTP8tI61ebI3KRrtPeJcb5WLilZQYUVoNAj5IoPSyyuqzmCh245iSm7IuRuqcLesJkIEDrrGNZ+4Pq4I9r6zCSbOdetY27uPub49zLDV89Yj4dPbn0/3kscZu15+ZDdmy5awktX/opCdwoCWx1Wh2yu3ngxzQ+NZ/Ztr6KDOA1Dqqi2fcz+3yc4afpmfjPhKbZddzzTvvEi2/66kHWH3Um9o5Te+mLn/ife9grPL4zOy5bIuWVV9rV3T+bIlN4zqnUYVnofzObrgeg9EUe/ehFRNz/0GZV6H+Ja720g2J9a7P7qPdkz1xf/3pspd+YAHwROAbYDH+712VOMqj4IPNgl+UNx9vsr8NcuyWe7f//FwTHmJ8U59gvAF7qk/Q84sR9ZzggOyl07l9L8z/Fk1yvTt7Vi1dSgTc3YtXXgsaheNJ3zzl/JjOwqlmbvpWsH4f5S4AlzRFaIDeEsXmofj63Co7ULqfrBdMq3V2Fv3NL5fmyNG8sDt99A/iBN8Doju4HrK1cQ1DB1ToRHW+Zw6x/Op+I38dcXvf4nN3ZOLhvUMA+2lvCNlRcy9T4oW75y2EzjXb/Ox3EffYOdwLsf+gSXvOcZfOfYvLfg93x4y3m0vvvgoH85ej7Pf0pYrt/LXIYHmUzpPZNah6Gp93g/ioPd37E/eoc3k56z7Pz1g5rHVDIa9Z5prRdQ3G3Flr7Wpve320Om/Xtvmqe/SnTqmf+nqnZPOxu6s3Ftbi/m6lqTMvsODk3tfnJrHHJqQlj76rAPVKN29HZaY/IJ5ylzc/ZS6a0nexA7J0fXPfVx8auXUnZPDr7mCP7tNfi2v0pXMW2+adKgrgjgQWhxglxw+RfwPfEqABXEdyqb7j6KY/1rAAg4IW5rnM1Nj53FYbcewN68Le4xQxmrqJBvv/YMs3wrsFXZFMnnK1OPB6IOpf4Tx1Oz2KFkRh1jP7BzUG2PVr1nUuswNPSeqf5/fdV7bJAQb+DMjh8sZfHRsyg+Z1PSIDfTWofRqfehoPVY+qr7gT4nmfTvCYNGETnV/fg3oksHntQx9cwA1p42ZIj62nzGv7IHe99+IpGDvTY8iw6nrSIP75QWluZso8gD+Z6BLxHYgSDsjrQR2ZJP3osbsWtq4/YZCZ59DG+++xZil3EaDF4LFXQ6lWQ8efINQD4BJ8SN9fO444FlzPr5W9jNyUeUDWR90FSy7+J5LPE/gyXR5piPXnUFflZ1bn/+pzewNRym0fGz581inpwV/zx/2ngMTU4OnxyzCw8ybJqpM6H3TGsdUq/3gZKqUdV91ftts6d3O8emm47jp6f/3dX7jXgQZv7xSrhsaExGnozRqPdMa703gV9PA2T6S6r9e7IlO5O9cpzo/j8h5nPHd8MwwlZFWr1Edu1GI4c+1m3j82ie4GV8cRPTvNmUWXkDHjHdlT81Hs2se2qxa+LNiATbrjueO3/3m5iF4gePv9YsSbq94ZLj+fX2F5nhyyeoYf7YOIs7HljGtB+uxknxD2gqaX1X6yGjKk/5fysO2X5D/WF8e+f5lFttXJCfeCzXx2av4jOHPYeDgyUe7H0z2bGrYkiPKM2k3jOpdTB676Anvf902yvs/dpSAE498cd88433c+NZd3PnnCn8/jfnd+p929m3G70nwfj2xKQqYIS+6/2V7ZO7neOhLfMT+vdkJKxpVNUfdHwWkQpgGrBdVYf+vBuGTraGCrhoy7kUrev+fiB+P1WLfbRNjHBayY7OVQQGm7vfWsL0t9fE3eadOIFVF/86ZeuOvvz3IxifoNlCFs/jsZ/8imIrF1sdHmwt4frHzmbWz9/CGQYDXpJxzaLHD/k+1tsKZAHgnTSR3z82EU9EeLRkLp8r2oW9b2a3c8RO57AjEmLu5GgH+o+++CmiM08NPTKt90xqHYa23lM5d2Nf9b7Yn8WbX74FvgywBoB5N36W9foV+P397Pj2eC5758PUvVDBUe95G6P3+BjfHp9Uz1PaH7139fHW+Lc6P3f37/9MaLvHzg0i8jWiCzCeB9wpIl/vVakMQ4JgVTZVt0yj4q/dO3ZbpSWceN7r/O3Mm/lqyYqUTLTapg6T/5j4zXbHDUWD3rergxZVxv8qvlMBOOy2DRRb0bU3V4dsvrHyQmbfeqBPb6HJqvEzRaQkj48WHNqP5TfPntX5ee+5k5lx9UtsuearfGHuM53BYVDDhBN0W547+eC74l+Ov51NNxyXgpwPnEzqPZNah/ToPREFFCetRUnlj2hf9T7zT58Buuv9i5c80Pl57uR9vHjmz5n045VUL20weo/DSPftg81g1TKmw78HJyWekqk3KjpPVc9W1W+q6llEg0fDMMFqtync0IRdH6fvXSRCvhWk1BPEn6KZ+bdWl+N9qvvqIh0cVznw6R80wdi33bvLkh530djotARVditXb/wQU+9jWA566crEihpyPVmHpHkbo/d3+0+OZ/yT+7sdsy/S0i3N3jez839XPOHU1EoPlEzqPR1aTzafWqr0vlzvz8gKL72lr3qf8bUX4+r9ysK9Ru99wPj2xHSd2Hswuzf0Ru9dn9e++vdkw8l7o6SQiCwVkRwROREY/GULDKkj0I6z5u24myL7D/Ds74/jjL98jav3LEvJhLa+/cnngd/Z2v+aOlsdwmrjJFC4pz657bBahNXmtvrFND88Ht/yxA5wODHG0/16PPKxXwLwwXNeAOn+A7gqWNanJcWWHD9EpyTJoN7TofU2Tdy0Nlh6T0WQmMo+gb3Ve+yPd2/13nEdjN67Y3x7YmKfn8F+ltLh3/PzEy8X2pug8VLgIqJzGX4Y+ESvrBqGBSW3vcjsW3fz1IY5h6wokC52Pzep38dGsKmx22jX/tUC3LhvGWtDNn9c+W4qbn8t7j5DvZYlHo1O9+sx25fHj7at4oT8jWz+ZPe39MOyqrulJePuKcNzAoVM6n0wtL4h3P8ao97oPZbYqWiG8kCQVOh9486DgwE2/2aJ0Xs/GOq+PRmD7ff7cr6e9uuN3rs+r33RO8DUrMSDI3uzIswu4P/cSb5FVQd30h9D5onYSaujU8nkH6zkdx+ewFVFe/p0XFhtAk6YHZEcWh1/v2yvXjGHq48sYOLjgtOe+M1quHHgrfj9iA732Rx972V850P/4E/fnMgyubDTQc32JV9WLG4TxnAlQ3ofDK2vbp8K9M8F91bvsbpIBf0NQF/Wp+Km91bvHXiOmMts35qktmb48mM0/zt6V78yRBnGeh8Ovj3ePJ+ppK96h579+6F6h2PP3JVwX1GNryYReRC4RFUbReRa4GigHtivqtckzYHhEESkGhi8tfniM0VVSzNkO9P2R6vtuPbNPR/RtjNtf7Tajmvf3PMRbTvT9oecbUgeNP5PVU8SES+wHpitqk5HegozazAYDAaDwWAYYiRrnvaJSC5wKvCyamcv2t4sPWgwGAwGg8FgGEEkCwCvBR4FHOAKABGZCaxLQ74MBoPBYDAYDEOIhM3TBoPBYDAYDAZDBwlrGkXkW/D/2Tvv+DiK8/+/Z/eqem+WLLnJ3dgY3EK36QESIAQIIZRQknxJr5BCQsIvEEogARJKCIRAEkgoSQCDacYYjLExBjvuli3ZVu+6vju/P+4kn6S70zXpZGnffvmlu72deWbuPvvs7JRnWC2lXCOE2ArUB85/U0r505Eq4FjAbEmXNlvkmFXTJzVH/Hzn1qyInzu1Ljy6c9Ba/II8VU6sMPUFSdWkpFtacOtmTELDInwoSFShY0IihEDBvxk90LfxlBiwBZVHamzvKMbaBkhJV/fB5lATZwvyVFlV4d931CF16j6Ob0spYbWgW01oVoFuAWnRKbR3k6c62F+n096qhax7r+3t+woQHY64bPcrh82KrwKsqg/fNg0XPXikO6LtDZvdMdnIJJfSuQ4yBbToJlp3ZSJd/fMonuOkcWs6nXrLoO9dCDFST4Ihf/OxrneXsw2Ptyfibz5cWvegsP1jz5DXWq/mEt2xKB6979icRheHg01nktvvfahyRaP3fZ9IPNI1yLZFWKUN/+rQLtqGrHM054Q6t4u2Qd/7SGgdoNPXFPY3H8t6j8q31xQgOpPv2yH0bz7Qfiz+vVdLydR7cL6hGOraG3heJrlhr3OIPDx9hpTy1sDrBinlKQBCiFcjpDEIgc2Wy8Il/xfxnNcffyTi52ctOC3i5+82Px3yeEWFypsv+eOUaUi6dI01zgr2uIvIM3VTYWkhXXgoVHvIVjQsQpAmVBQUzELt26904BZU+33dnPjfbzD1b17QJK+//eOQq7mqKsy8v9Ifr+tlh5W7p86MWI9BCIE6YyqOyTl0VJrpKZdoFS4mlzVzcdl6JpjbuOacupBJg20fdftXKflt+G2nouXgDcv45tX/olVLZ9WczLBhQIJtB+/hHA2LxXIO3jKL9xc/Cfi/61sOncsbu6pRTRqTCluQpxygCljFMyOxgjAcIW2Pdb2v/+C+kLZHQusbHVX8ZO5/h7zWejW3WCyPrQwDiEfvJ119DW+/eDjAxsCb1sBjK8SFUem9gdC2baT31XOVfIYu2oYMf7JKPhNViJRV8pngvAd97yOhdYCV9feH/M3Hut6j8u23fZWSe5Lv2yH0bz7Qfiz+vVebydR7cL6hdB0cPiua62KxWB72OofIwad8Qa/PD3odXUhxg1FBj66wzp3OLq/AoWt4JWSqTorNHRSaushRHGQqLmxCwyYEZgQKCmqIqPLBaBKER0Ht9mDqCv+ktfVQIRft8Qv8jLTYetzU3FzEMXPomJNH63QzXVN0mNzDUZV1nFm8hWZfJo83LKPNEzpu1c4duSzfei4O3cO11/47JtuhEMfOJf2URs7L2E2FuTXiuTs2p3HU+5fQrEXeuSAcGU9n9e0TOtGUwUMV77Dr5EfZfvzjfLXijbjyHA+MhN6FFrojdyS0/kzN/LB5BOv93v+dnHDcuHj1vvjW9THbSkTvXbQNCp7c+z5UvMlYY1CO5uD+Y13vUfn260bWt4O/d1Et3ZUS/977wDVQl73vw+k1WXEkI/U0HhBCHCelXCOlbAMQQpyAf5ja4AihS7fzWudsZqcdIM3mDwqcozhQzZJMxUmh6sSMJF0R2AJbDPVuNaQgIm5yr3gESocD4Qu/04CpqYeO41o4nfl9x4TZgvSG3w7NVFIMdhuuyQV0TrTQM0HgnOAjq7SLo0vqOC57Jwtt+3BJE3PstTzrCi1j6XJjWrGfz7IorK1Y2H1BBr+tfpoCNZ2LM9vQtiusqw59bhdtfHLeLRTHaSv7Hx/QfZubXDVt0GfnpjuYsPd9bpyUnHqNJUZC72iht2MbCa1/fd0VYfNKpd6BIL0P3cgKDiC+Sj7Dqf8wDan35VVxVaNf8OVIDcBIQZpHa8NxrOs9lb798elD72hTXH4oLnvR+PdIeh9Kj9HodeA5vbpfJZ+JONwdqafx68D1QojXhBB/F0K8AVwH3DBkaQxGFWZFQ0VHC2zJZBYaaYobDYVWzUaTbqXWZ2aXV3BQ03BLb9+wBYBD97DZ4+IVh5nNHhdu6UUHFA2E2wvu8E4iFNLrofH5Gaz4pAu1uP8WX6bSEnZ+fTKd80tonWmloxpcU91UTG5iRcV2zsv/kJPSdjHVLFlohbPTXKgxBvyv+dVSHtq/JuTxcDT+3zLOXPEBJ9sOb6/0hcwWfIWRI+0PZMrff8G+2pKI56ySzyB9PlxSZ7ULXnGYadP6z9mZbzGx+44lMdkeLwy73mPYwzfZWs/ZFv22ar09baNR7zv/vLDf+2j07i4PbTvSDS64ATiwURhuf+DgHsrRvoUijG29p9K3N30lfJpwhNN75WP/r9/7RPQeiVBaDdZ7pB74YEJNKeklbE9joHfxMiGEAhQCTUGxGg2OEOyKh5m2gxSaOtERICFH8QAednrzWd01gy6fjUZXBh0eO1UZrXyzeBUzzIfnuezwSi5efw1iSybM6eKZYx/ELASqQ+A7cAj02Pc0dW7KY+7sOs5//yPylMPPLmahsHT9VbT05OAq0bCV9jCnqIELijeSqTjZ5S7hNHsrVmHqK5/JEZv9qpve5fonr+by7auYYGrjY1cF52VuYaJpE5Mzr2Pa19f1O79wbQ7fKXqIp5qXDBrW0c2x1Xv3539KZeD1h/vKqfXlsNjaQoGaPmhuzOMdC3h97mHH8cj+NXzgLuEHG88n+8V00j/bHpvxccBI6F1qvsiFGEAytV64IfyesMEE3xRGp94f6Zvn1HtTG0rvivWOsHbCzeNKRo/MaGas6z2Vvt1REvu+1716f2DbCSyx7wmp917i1Xsmuf3mKg984Ak3tzEcvedHey1EWj19N/AvKeXbQEPg2PHA+VLKb0WVu0HKMaNRYuoIPHkKFCQ2IbEJgUu3sL2zmFZXGk2dGbi6LXQU2WgptKMGXS+NWgZiayYVqxzsVzJpOjqdMlMXipe4GowAlT9by90/m8muu5aw7nN3UqAevng2LXqCpZbPk63ozMmrZ3bGAVy6mf82z2PjgXKy5zq4OjtoloQj9r1FtS3beXx6BS8eaOIk+z7Av/Jv5wUP8Ln5p9NzQhPdFy3hul88wznpa7mm5lxab6li6f+VsW7hk5iFikP3IBJ4jJpnsTHP4oLASjjt0FQu2rOcjuNaaPj6Ml6fe3hytzJ/Fpdtq8J6Wg1VbAZg16kL4jc+RhmNek+m1uWG+MLkjgW961XR38QHDkUPvIGGGqoe2Ct5JDQox7reU+nbzfFNVwTgKzNWox2aOiJ6H0rLwe+jXRQTqfc+0pzGhQMbh1LKt4UQv4qQxmCUoQqdHMWJVWjYhI4q6JsQPcHUxjG5+2jzptGQmUWrOw2LovFo4/H8VfHh1Mx0e63sbi0gY7/E1O4kZ6eNq965AtWkM2GTN7GyFRZia1Ko85n4dt0J5FkcnJK1ldPTOji7fAtmoTHVVs+mnkqea5rPvppC0nebefA/n+WXx/kwtZmwtAvglrjLsNvn5PTXv07eexYyLzjEf2b9jZ0vTKOMJmzNXnJUBz9rOJGGu6aQ9so6Cl+BTxMYWls0F6k+FLft991ellYdXpzXXFdG15n+oX5PUBSO2h8vY/V1v8EsFL629kw+aihjSdk+7iq+n3lxWx+bjFa9J0vr5cS2SnTgjeFI1vvUq5tisjdwWC7UZ5HeD7zBjsZG5FjXeyp9u/sziUUuG2m99xLc29hLPA9R4YjUaAz3jQ17DDghRBnwH2AWkCGl9Akhvgechz/MxxVSSq8Q4gvA14BW4FIpZacQ4hTgV4AL+KKUMuSafSHE88CJwIVSylWBY4PSCiHmAH/AH9LqK1LKzYHyPQHYgJ/2ph+NmAWUmXwoHJ4AbUZFFYI5Fi+TczfgkRId/4q5Z7qO4o8rTyW9VsHSKbG16+Q6ddJ2NUBDM3m1h8h9XoLXi+6K/SkQQM3PQ5YX45iQgTtPctXHl9O+Nxel0EV9ZRZFpa+yOH03JWonndLKv3YehVaTQd5uyNvqxLRhOzmPOxALZyM3bOFAAt/PDZWfopoN/jd/hJOv+hauGRLfKQupuVLnb42L2XvfdLKefW9Q2sZjM8nocMZtO9ihABSUH2TF4ip4/2Mmr9iL95fQfN1S3r/+LjIU/9PqE1Vvoi7dxVbgT3FbHruMNr0nW+vREq4X4UjW++y5MY6NRyCaG+TAxTqjkbGu91T69k+d8jG7E7Afr95vtM/jnzvmY43B1sCexHArq2PJIxyRGo3PCSEeAH4DHALKgO8Bzw1pPXFageXAswBCiELgZCnlcUKIHwCfEUI8B1wPnABcgH+Rzm+AnwCn4W9w/gh/ozIU1wfSBBMq7S3AJfi3U7wff8P1h8CPgc34G7cRG42Kx4d9T0vECp9eNj/i5ysPvhLx80Wnh57rJMAfZkEIzIFZFarwh12wCgW7sASO+eeQZCouzB0K6Yd0zA4dU4+G6vIhuh1oDgfSF9v8lmDUgnzkhCKcpRn0FJtwFgmElLS1ZFA4tYUZeQ0cneVfAfiRcyL3Nk9jx8FirFvs5O/Syf6kFW3rDnRALS7i+r89yzvd1aybH3eRBpH35/e54pNGalYUQGsF+++uJuuZwU7ltr3rqDSt5dg347+JhqLwt7VsaZpB0UnbAHjiR3eSoRxeYRdrzMdUYOh9+LS+KckzEka73q/efxzg1/z+OINH9xJqUUyijITWAdTS0MfHut5T6dtfdZbyePLMA9H6913Av5JsObrexOC4j+GItBDmbiHEGfgbRyX4G45PSylfjqO8MSGldAEucXhi6iLgzcDrVcClwFbg40Av5CrgQSFEGuCUUnYB64QQvxZCqPj30L4KmAOcKaX8ppTyUFD+hEob+ChPSlkbOCc7cGwe8A0ppRRCdAkhMgPpRh0KIjCx2O9Igo/D4KCuXboNWyuk17tpWGjHtciFt93G9IcLkIfqUYuLaDltCpoVCj7sHLr3QwhME8rQSnJxFKfhKDLhLBS48iW+Qg85Bd1My29iflYdR6XtY5q5hUJF8K26eTTsLsB2SMXaJsne0oa2dUdftj3HVnFu+iucm76J300OHcsrVtTqKey9pJg23+s0ezLodNloOQmmDbjOPGccy1zLRp7rKaTBndy1Ydtbi/DpCr7lC9lzgcpZrx/DyuX3UG2OfSXdeCSleh8BrVc/9SW4ODkNnuHUe7TDXUPp/a135sRarZBlGaqMkcLtjGbGut5T6dvv3r0Censqk0Qy/XsozQZrOlzkgIHRAWIl0kIYC5APbAeeB16QqduoOgfo7VroAHLDHMsNOgagSik1IcS3gQeALODsMDYGpQ38Db7qel+rQd9Fr+1R2WgUgFX0/5kjxeZyaFas7Trmxm56yq28tPQBXu+p5u/PnYUFoCCXphVuMrOdHErPpVSfjdB12BQmwww7nYsqcGcrfodSKPEVeMjK62FKXjNzsw8yz17LNEsjZapGpmLhXZeVlvYMNpx3d784Viddcw3W//oDB9v+8z4/aJjPbcWbsOxJrPdDzc+j4YLpOE/r4poZL/N07QL+OPOvzJtog6PB+1mN6a9ey7Qr/A6keY6Zp7vzuen9z+Dz3J+Q7V56L97c3GZ+Vf4CaY/C1Uefx8qmP9K7z4J2aCqv7alm+eQd4TMa54yI3v/3TujMRkDrky75KKEhMxgZvUc7HDaU3h/+zIMs/3bkfHqDewfnG28ZY1l1OhoY63pPpW/Xw8SIjJVgPQ3Uu9bcwg18it/UvMc8iy0q/z5Q7wM1G6lHPdT7WPUe6Vv5O7AW+BD/EPAKUhejsR2YEHidFXjfHngdfKwt6Bj4h5SRUm4RQtiBlVLKcGuiQqYN+hv8OnhJWa/tUUmLZuYvXSVoUkFDIUtxsthWyyTz4aEet/TykiOXd7qmsa6piu5yBd1UgGlCD5lCUmFpoXmemYo9U2hckkdZcQNlGR18MDULkyvLP8t1U2j77gJJyxf8X3mG3Y0dKM9sZ1ZWPXPsdUyzNFCmeshWLJiFmX90F/GzD87lT0sfHRT49M2HHuo31PPC88u47dpNVM+LvO/o/puXMfHmwQsI1Oop1C8vovM4F1fMfYOTM7Zy5boruWjmRuZZbH3nmYXKzlMfYuoD14Mi+cZxL/LjDecx9T6N1vr4hnMGXqjyU/OpX5zG/LS15CkKC1+7gWnNg59y51hG5bPJqGEk9O7dH3pTrJHQ+sqDm8IOVfYy2vQe6qYkPzWfQ8Ok93A3wmh2yujthTlSGo5jXe+p9O1qSwf7h/oBwhCtf+/V5IJK/0NSvP59oGZj2QkpVr1HajRmSyl/E3j9ihAi/GaEw8964KvA7fgbr+8BO4A5geHnFcB7UkqHEMIuhMjAPy9xK4AQ4kzgf8AKIcRDUspBO8iHSwu0CiHK8TcYOwLHNgshluKf05glpYwueFoKONSRyy0vno/iEwgfeHM0bjhhFd/O29N3TpPm5ltrPk/5Cya6KlQKzznA8uLtLErbTYFqZ7G1hWu/9F82X1DOcfZPOCVjK2mKl21Fxew9yR/AddMfQ9ufk9nM2qWP4ZUarbqHNc4KzEKjytxMseohRzFhFXY6dBfH/vdrCKvOTYv/y1KrRqQdK/f9Yinbvhy512PavB5efHkjqtjEO5frfPvmr5G/tp72hcU0HyXIntfClZNeZJatjuuevYbXVh3PvJv28rPCTYNs60gePe1hKkydXLvzUqZ/px7foXqkDB3Y/Oh5FtavnAgMnoe4QlyIYrPRfeZRNB6tUPmyE/HOJvJvrmRB2j4+/Z1vM+0f74W8yOPdgWC8MBJ6v2916Ms9lVqH1Op92rwe1q+cCsDfunJ5dHplP/0Op96D49ZFujGGItIq0iNh9fR41ftIaD1SsKFU+vdIcRpDvY+0cjpcgPtIRGo0ThZC/CLo/ZTe91LKn0aVe5wIIczAS8BRwErgRmC1EGINsB/4bWD19EPA2/h7CS8NJP8V8Cr+FdBfEkJkAt/HPyw9G7gzcPxe4NPAuUKIP0gpHxyYNpDfz4C/4R8J6F1UczvwOGAPfD5qUbyQUaugeED1SJyFJg64cwDQpI5b+mjVTVj3W8l8YwvixOksLdjLjwu2BXJQKVDTuSF3H+Tu6zsGKvMsHZDhb0ffGMa+jqRDd9GhSw5oGTT5srgwcwuZAYeiIFj2o6/hs8GsVYeoubiMq0+rZ6gtzrdcfR+RNzQCEbRN1hIrTLpuO7WX5nBq6duclvkxs8wuLtrxeV66uJopTe9R96NlvDFl1SDbjVoPD7Qei1eq/LzwI/Q7ivEdiry/rgjacUE7NLX/ZPjXynmy+h8sv3UBVT95139syTyOzvuER6dXkkFoh6IZsfWHZCT0/k9T6H12U6l1GD16vzizjUepPHxzGkG9D9W4CzfnK9L5o5nxqvdUar3Xfi/aoal9DccV4sJR5d+HCi0VLs06Gb6PMFKjsbfRJPE3mEasp1FK6cXfexjMOuC2Aef9BfjLgGOrGLya+eTA3/UE6iWl/Dr+rRIjppVSbgaOG3CsDjglutqkFpHpQzmpFZ+u4NYUstOdHJ/lnzPxSGc5t288HdlgpWq1G629A2uLB4duSZp9t4SN7hz2eIrY3FPBB40VXH3UTtIUv402zYG9xYf1v+uRs6fzxld+Q28w1FAs+8jD2qMsEeftHLatsd/XzUGfnf90zifT5ObFOX8lQ1hRhUKHLlCW1/Y9Ua756h3A4WETTeps8Gh8d8dldL1QSuHGHr71OxuWl4d2Kk2ameq3vsSJk3dx94TX2PvrpUz64bvs/ds8tsx4lDZdUvjAu33nH//g+7w9zz9sEu6mZynbE/K4wWFSqfdUat1v/8jTe6QGXrR6D57jFSlsSCwNxtHYqxiK8ar3VGodBut9ym13Juzfj/ngUuCXUdkPRajexGjn+sai90irp98S/uXFL0kpz4g6R4NRRXVaC68c/UjfZEwFyFQsgJnH9y2h+lYH2pYP+843N3TS44slQlRkLAKW2bo40e5Ayd7P9He/ijpfsN/XzSNti3n11uPJ3VyHD38k/3wl8mq5Gws+5qSXP8d97S18Lac24rmqEJSqdopVnSd9NlZtnUF2xTvs93Xz4wNn0XSyB3+nsp8s5fBcF7f08nxPAT9ceyFVT0DRKv+8mfV3LSGLwWEaBtK2xcziSz5iP3DCC1/i8rPewHy2xqcz/8jnd59LzwmHA7eKY+bw9pcFq+So7rQ+Ikil3lOpdTD0DtEPQ4dLG2o7wtHc2zhe9Z5KrcPw6H3zudE1GAcuhBlItNsIxvtgFHF5UCCkzE4hxOfxrz3vXVhidHnEgHR78O2pSSiPoWJ97ZChY4WZUPpt4xSMw2Mmq2HA9M6GZt7aM5Vb7c14pYpXquSZejgz4xNmWtLY5HbzTMcxODUz5+Rs4iR75C51FYFdHH56nDG3lgbNzZl/+D7lt64lk/f41GYn52Vt4nunfoHqNxaw+5RHB+Uz9cnrOWbpDt7fVcW0L23kBfK5rG4H2REckQklEPBW5c7S9/hywdu847Lwi8nH0btQfv9Pl+Eu1Jh2wzqqn/4quy/6Aw7dw4Md1fz+5TOY8UAD2q69fXl2nN9N14WzmXD+0IGW1Zxsbtr4BtPM76BJyU5fBt+uWgr4HUrbl5bSvFCnYEoreefHO+V69DFe9Z5KrffWfbzqPZYexlCLXSLNY4x0cx0JrfsJHZ91vOo91VqH0effB07NGLgzTKidYkKlTyS4dy8ZwBmB/+Afrr4qinQGoxyHy4LW3P/mq3V2MumSj3hLyejbd9RUWs1TDx3D+qP/wUXvXcukSz4CdP796+vYdNk9fcMRoQieewLw4vQXeaGniPJbD694S1PdVJst7PliMVMve5dJf7iWvec+2Pf5lH9cz9TvvkcbMI3WvuOXnH4FDb+WCO4Ysq5moTLPojLrvq9SEbQV2/pr78IuLJz93aVM/eZ7PH5GAYe8uTz67Aqq79mO1tKKeH0CX614Ax2Fc9I2AjD1kWupvvqDiDYPXTabJdY3UIXfqV9y/TVYOTz88fat97LH66VDt3Lg41xenRY6n7/uOJZO3c6VWbUoCGOYOk6SpfdwjITW317wRFR1HUt6n/qy33a4eVbB++RGMwQdzc1xNPcuRstY0Pto9e2QOv8eaeFXKN1G2tkonu0Eh5w8IKW8csB/o8E4RvD5IkxIDtqo3neontadeQCYPjn8VFu22oc34hqz0MywNKHOnt73/qXZOZwzeRmVP/XPAam+/n1OL5vf93/qN/1DBnt+vZS9Tx3Vl07bsp221oygKclDc+sV/WP8n/TzbzH139cjvT4O/GAZXmkiW3XgLtLY8buJXLtjD1dMWMt906q5+d7L0ZGoQmHvmQ/zu33vICzhG8w9n+rp51RP/n/9453d2zaDm/afR7Hq5IKM8Avwv1C9nq/MWI2OjioUtENT2VdbMiZubCNJKvSebK33bhUXLUnXuzV5en+/ZuKgPF7YPWeQ3vee+TCP7F8TdZ3jXeAS7bEjhbGg91T6dlPVYH0Gk6jef/TRZ0Pqvde/Bz8MhSNafYZqHEbbsziQIXsahRAr8G8f2Bt2pk1KeUJMVgxGJfPKD9B44WIy9jlQHB6E0x12qGXG7TXMPfRVSjccXkmXtqOZ5Td/G6kAfCdqu286pqFt2X74wGvlXFH+Do+ffVK/4YJgTJMq2fbF+9jg0fgJx3Lu1ha6NRt3Zd7H5XdEH3PeLPrHmStc10ZmbSZ1P1zMFZeu5LKsWqzCzPVBT8Nz7/oqZayl+HdrOfQ9JyevvoGc1TYKL96P9ITfaOoH81f2e59n6gF/CF1MFeX88eVyFJ/gxYKZfC2nFu3Q1EF5BIdz2OfzMHOif4XjJe9+mVEcHnRUkiy9bzt4d9Q2k611t4zlNjoMencnT+8LrZZBmldLP+l7PVjv/4yp7r2EC4Qc7TzHI5WxoPeU+vaayEPKiev947D+HYiq0QiRewfj0ftQvY3RDE/fin8l8wv4913+VRRpDEYxmtTRkdxZ+SzrflVBj27FK1U0FO584yymfW3doDS+Q/WU3V4PQM3f51GW14Hl1L3kh3EEkWj0Ho6h/uIBf6wtgItXP8tZc09Ba2kdlMa3dx+z1lxB1ec3858DG/p6XLzSwvb64qht3/jJZynhfwCcuaWdb+b+DYDVLtjjKcIqzLilF6Vvzgx858vP8NQdZdR/cxmXX3csU1/yD0HIB0FUm0Pa8RWkc0nmfnqdCMDdb57BNPzf7cFzJjLlu2tZJZ/h6z/wL+PXDk0dZDuYmRMPx/B6aunDVP7uN3DDkXtTGymSrXdT2P0BBpNsrR972w3AEFukBJGw3r9yLFP/m3y9333Hnez6wgMx6d1SUR51vXuJd9eXI7mxOJb0nkrfrr5RBieFtjXc/h3AXRHd1oJDxVqMdjFX8BB2pAZrNI3GHillpxBC4l+OdGwUaQxGCT1SssHtoVj1UKqm9etOn2hKY1Jm/43JH5wwdJzy3EwH1dmN1MRZpqnWBt6mEhi85dX8Vc1sWBB61kTV5zcDh/dVBf98Fs0eOuBwKJxO/0W+/6fL+GauP4Bso9bDj3deRturpaz4+u0Uq/Z+Nq7IauSKg43ApkGT1j1a6CGg8pJm0pT+NzlTh79eNb9aypQ/Dw4ee8jXTZ7af2Vj8JPpwCCyije2XqfxwGjTe7K13jHXG5P9ZOg9eI5gInpfGXRD2/vd73Do8yUx6Z0ENrGNtFBmqHTR9L6kirGu91T69tr2nLC2RsK/e2rrwtpPJrFqO5oAYI8JIWzAPcBq4D9xls0gBdTVFPLdr3yN41/9Joc0/5ZMqlBQBkxi7sWnDS2J7LN2UbMo/j1BL85sI/PtAupuXDbos1uKNg2Zfs5afwhRTer812HDbovesaw97n5YNJeLLngLAK/UeLBtIV3/LqXsjrVsdBdhFmrYWGHC2v+iL7KF3vYpSxl8h/vPF/yTuj939hoQgxt8693+p+Fo560tWbpt6JPGGaNN78nW+tzqoUPvBJOo3hWbrd/7kdT7GRXf6Pc+I8MV8rwu2kIeD7UgZqgel965XgPzGK2Mdb2n0rffMOPNsLZGwr+HI5zeg+nVcTR6j5VoFsL8GcgDDgBL8O+oYnCEILocWF5ez8RnFZq1w0NL4S6ciJOn42DH5rSQx2+peIGffOmpQcfnPPh/EfMzlRST82w6s9ZexpdrT+T9ninkmkLvT1rnHWy7QE3n/qcfYEGaf+7IZo/GI2tPoORh/8q5uZbGiPYf2PEa3Z9bDED3y5MpVEP3/HTog51GtTmdW/au57iMHey6smjQ5zMsTYOOReKxytdjOn88kEq9j4TWLywOv6pzOPR+//ZVLLnoN6wQFyas94GNt6H0fu87f+/3vsoS326to73hlwhjXe8j7dt7Ljzs26/NPhj23OHw7zv2l/R7f/S88IvOhgrkHeq8SCRr72kAhBA3AnOAGcBC/LORz4zagsGoQOgSLaa1aMPLTEsal95xCT+ulOz6wgMAdOsuJj+4B1+EdN4ppTgLFJytdnpKLMyz15KuhH4adfyvfww0ddpkWpYU0zoX0g4Ker7ydxq82ZjbVZTSYrb9oJhJ5k0Ryz3JnME79/zR3+/OJhaFOa/hk9AxxmaZNY75y1X8+KKn+euPyvsNDVSbI89hCbVQxiA0o0nvydT6XGv4vWmPFL0DKPNnUT2E7SnmjH6aX3R6+F7WgfO2wg0rx3ITHe2BvYMZq3ofad++5t4/wr0Akc8dDv8erd4zyR3U25iM6RPBWo+0jaCQMvJEESHEG1LKk4P+vialXB4xkUE/hBBNwL4hT0yMSillYYpsp9r+eLUd0r7xm49p26m2P15th7Rv/OZj2naq7Y862xDdQhiPEGICIIUQxUDo3csNwhLuyx/rtlNt37A9/uyPV9uptm/YHn/2x6vtVNtPdd2j6Wmcgj/MznRgG/BjKeXuESibgYGBgYGBgYHBKGHIRqOBgYGBgYGBgYFBNAthfgKcBfStwZdSnjKchTIwMDAwMDAwMBhdRDOn8TQp5dJhL8kYxiKs0kZ00d3DEU1sJikH7zFWkKfKiRWRf+YaT1bEz7U9Q4dp6PQ0NIeaa1GQp8qqitC7SERL9xC94fV1PtpbtZB1T9T2zq2Rvxun1oVHdw6L7XAhLYLpom3Q9262pEubLfIWVNMnNUf8fKh6A3T6mkL+5oGNAIadVOnd6evAow3Pbz6U1gG2f+wZtmttNOvdRQ8e6R5kO5V6HynfDoT9zcey3lPp2yG8jxvreg93nUN0jcYNQojzgE8IxOSXUu6JIp1BABvpLBaJLTiPdzn9xAoTq18qiXjOl/edHvHzjsuGvrhe3nNnyNVcVRVm3l9ZMWT6SLznGhhbvz9XnXsg5PFk2D5rwWkRP3+3+elhs316+cIhz1ml/X3Q926z5bJwSeSYaK8//kjEz4eqN8DK+vtHYvViTIyE3tfWPRHy+EhoHeBTk/YO27U2mvW+Tnsl5PFU6n0EfXvI33ys6z2Vvh3C+7ixrvdw1zlE12jMBj4T+A/+huNVUaQzMDAwMDAwMDAYIwzZaJRSXjkSBTEwMDAwMDAwMBi9hG00CiHukVJ+QwjxNgO2ipdSnjDsJTMwMDAwMDAwMBg1hG00Sim/Efh7fPBxIcSJw10oAwMDAwMDAwOD0UXoXc0jc1PSS2FgYGBgYGBgYDCqiafRaGBgYGBgYGBgMM6INKfxFgbMZQQEMGVYS5RChBBzgAcBDdgFXCUHbJkjhDgN+CmgAq9LKZPS8xpvSJ2h2NpSxILHvhHxnKqb3h0il6jiiMXNyVd+OeLnlpUfRPz8oGyP2/bpZfMjfr7yYOiwB70sOr1zGG1vGDIPtXTwMcXjw76nJUHbkesdznaqGQm9S+mJsVSHSVTrfvbGbf9I1vui0x0hjx/pel8hLhzynHD3h7Gu91T6dkjsNz+S9R7pOo+0enpVjMfHAtullMsAhBCPAscA6wec84aU8pXAOW8IIQqllE0jXE4DAwMDAwMDgxEl0kKYt0ayIKMBKaU36K0bMAkhnpRSXiqEeAL4rZTyAwAhhArUA/E/ehsYGBgYGBgYHCEYcxoHIIQ4VwjxCVAEfADsFUL8ETgY1GC8FtgOtEgp3akrrYGBgYGBgYHByBB1o1EIUTScBRktSClfkFLOAQ4Anwb+AFwN3BN0zoPAdKBcCLEgJQU1MDAwMDAwMBhBYulp/NuwlWKUIISwBr3tBJzAr4FvAL8IPkdKqQE9gXMMDAwMDAwMDMY0sTQa9WErxejhDCHEW0KIt4BiIA3YJ6W8D+gWQpwKXCmEeFMIsQbYI6XclsoCGxgYGBgYGBiMBEPuPd2LlHLFcBZkNCClfB54fsDhfwU+641r8Cr+IWsDAwMDAwMDg3FD1I1Gg9QyVCyvdfK1kMctB3qiiNM1fOzYnDZkzCgLkWN1PbR/TcTPzz2rK27bKw9uivh5vKTStnR78O2pSSiPocruZ1dCNoaDVOp9JLQOMKkifvuG3kNj6D12xqtvT7X9kdD7Dhk+DqSxetrAwMDAwMDAwGBIhmw0CiFuCHotgt8bGBgYGBgYGBiMD6Lpafxs74vAlnqfjXCugYGBgYGBgYHBGCSaRqMQQkwLvJgWZRoDAwMDAwMDA4MxRDQLYa4HbhNCFACNwHXDWyQDAwMDAwMDA4PRxpCNRinlduB8IYQAjgX2DXupDAwMDAwMDAwMRhXRLITpjeXyC/zb6f1zWEtkYGBgYGBgYGAw6ohmfqIa+FslpbwOyB7G8hgYGBgYGBgYGIxChH9BdIQThPgzMAF4DP/+069JKU8c/qKNHYQQTQz/sH6llLIwRbZTbX+82g5p3/jNx7TtVNsfr7ZD2jd+8zFtO9X2R51tiK7RuBx4S0rpE0IowDIp5dDbFhgYGBgYGBgYGIwZohmevklK6QOQUurAt4e3SAYGBgYGBgYGBqONsKunhRBXAlcBc4UQqwEB6MD6ESqbgYGBgYGBgYHBKCGa4elzpJT/HqHyGBgYGBgYGBgYjEKiCe7tEUKsAoqB+cBvpZTG/tMxUJCnyokVkb/qGk9WxM+1PWrEz52+DjyaUww8bhFWaSM9ilImRhdtzaEmzpqz06S1OAtFSFShowiJWdFR0TEJDYvwoSAxCR0ViRACBRD4qxJcIYFAIul9zPFIiReF+jovHa3aoLonYnugXQAfOm4pcEsTB9rzsLbruFzteLw9SbMNcMibQZszDYSkJK2TfNXTl69bSna1F2Nt1UFCl+PgoO89P0/ppzdNSrqlBbdujqvevXikxvaOYqyt/l+gq3uwbUit3oUQkZ+Ck4SUMql6g+i0DrDjY3fSr7UjQe8ud2jbqdT7SGgdoNPTEPI3Hwn/7qIHj3SnRO+p9O0Q3seNdb2Hu84hukbjT4CTgVeklJoQYnYUaQyCmFhhYvVLJRHP+fK+0yN+3nFZZMeztu6JkMdtpLNYLI9cwCSwSj4TcjVXemkGJz18PhlmNzlmJ1bFR6mlg2zVQY7qoMTUjk34yFE8ZCsCFYFVmFCFQEFBCRK2jqRbd9OkS7p0Myu75rKxo4KGq0OHDk2WbVX4L/fHOwv49SdnoLXYmb3eRMGGTtb978Gk2tbR+f6hk3h53VEA2Eu7yc7uwuUz0e2y4naZmbE6g5I1rQhNsvKTXw363vMnWLj9uSryFQfFqheXhK3eAuq9OXHVu5e93m6WP/ctqh/vQvh0Xtl0S8jfPJV6TyUjoXVdCnYc/8CwXmujVe/vbX84pO1U6n0ktA7w8p47Q/7mI+Hf18nXQh4f675d6OF93FjX+7otoa9ziK7RqAX+y8CuMCFbnwYGobAqPiamt5Ghusk2ObAJH8XmdrIUF5mKk0LViRlJuiKwCf8Ttznwd6BT0dFp13V2Bi6Qfx+YQ8PuApwO67DYHnhRvdA0n9x/ZFCx34Ha1YnocYKmJ9W2V0K3z4LarWByCEy7s2lzZWFyQnabRp5bYm3qQOl0hP3Ou3Q7r3XOZnbaAdJs+wHIURyoZhlXvYNRPAKlw4HwaWHPGa+MhNaJ0I865vWuh668offUMOZ9+zDU/UjRe7jrHKJrNN4OvAbMBFYG3hsYRIUiJBmqm0zVRabiwqZ4SVfcpClubMKHGYlZHF7GrwQt6NcDd0gdnS7dg0tKarUMPnJUctCdQ/2hXDL2qSieEIYTsB3s0DSp06m7cEmdZmcGlk4Ntc2BcLiQTifooW8midTbpZlR3QKTC8zdEpNTggRPhoJIB82ajjnH5j95b+i6mxUNFR1NClQhMQuNNMWNhkKrZkMROq26REWSpvgoU8EuLH3pHbqHXT6del8mJaYupptVdEDRQLi94POFNjyOGQmtR2o0jnW9683hb1eG3keeMe/bh6nuR4TeZQKNRinlf4UQLwIFQLMcauWMgUEQdsXDHHsdaYqbdMWNWWjkKC5sQsMmJGnC331uFgpmofa7uH1ouKQPh66x3l1ErTefN1qms2HLZMxtKtP+40S88wG1sich25G67jt1F//umcg2Zxn7aguobncjOrrw1TcAIGXom2i8tlUhaHRkkn5QYumSmHt0VLekeY6Z7BX1TMxsw6WZ8OiBS3dVaNszbQcpNHWiI0BCjuIBPOz05rO6awZdPhuNrgw6PHaqMlr5ZvEqZpgP13uHV3Lx+msQWzJhThfPHPsgZiFQHQLfgUNhGw/jmZHQOsDWBO0fqXpXrvWGtW3ofeQZ6749GXU/UvUutfAPSUM2GoUQC4GbgSygUwjxCymlEXbHICrMaJSYOgJPYBpmdNIVHZsQKPi7zxWUvgsLDj8NalLilTpdUrDHU8QORwn/aywmY5eJ9Hod8c6mpNk2cXgyenD3vUvqbHOWsaF1ImqbCcXRjXS5klrvYNsAPR4L1g6JpVPD5NRQPDreTDM/n/Y8J9m8/coXagp9sG0NgYLEJiQ2IXDpFrZ3FtPqSqOpMwNXt4WOIhsthXbUoIknjVoGYmsmFasc7FcyaTo6nTJTF4oX4wYahlRqPVb7R6LeF1k7hrRt6H3kGK++PRH7cOTrPZrh6T8A50kpDwohyoDngWOjSGdggCp0chQnVqFhEzqqAJsQmBEoAWeiisNq9koNt/ThRbLHa2Obp5w6Tx7P759Hc1MmthorRR97sDU4CN+BHpvt4KGD3gu2Q3fSqmls9Rbw/J65eHZlkbMTREMreo8TdVY1rvIs5LvvJtW2T2r4NAWbWyIVQdM8G+48UGZ3Uqj2oApbQt/5BFMbx+Tuo82bRkNmFq3uNCyKxqONx/NXxYdTM9PttbK7tYCM/RJTu5OcnTaueucKVJPOhE2hn34NUqv1WOwbejf0ngzGvG8XwMvPJNX+WNB7NI3GnUBb4HUbsCuKNAYGAJgFlJl8KByejGtG7XMmvReVHvjnlj4OaoIu3coLHQt49cAMWtvTyXrPTuVuL2l7GtG274rqJjqU7XBPoAB1PtjkruT1tplYV2VR+Wo9NLeitfuf/vZ+roAvXvAauy/uSrptt9dEXqcPT7YJ62lN3DPjnxSqPUw1R3O5RrY9x+Jlcu4GPFKiA5qEZ7qO4o8rTyW9VsHSKbG16+Q6ddJ2NUBDM3m1h8h9XoLXix7lk/h4JJVaj8a+oXdD78lkrPt2m+Jl9cvJt3+k6z2aUs4CaoUQu4GpgddvA1JKeUJUtUwxgR7S/+CvS0ZgH+3vAefh3/j7CinloCZ2qHSB40OmDWZrSxELHvtGxDJW3RT6Cf4wbRE/lTLMjOEUI6Dv6cscuJAGPoHp6Hilhlf6V9Ad8OXSrqexo7uI5sYs1DYT6fUa9touZN2hpNr2H/O/90oNh/TglTo1vnw2OyrY2VFIWqOOXlOL7J0MLwTuQo1LsjfwtBp6wnSstjWpoyPxSg2TScOboeLJUKjObeIkuw7Yk1Jvq1D6JkT32s5UXJg7FNIP6ZgdOqYeDdXlQ3Q70ByOw/WOkvGq91RqPVr7/mOG3pOl95HQ+mhlrPv2dEXwvSTZHyt6h+gWwsyPKcfRSSuwHHgWQAhRCJwspTxOCPED4DPA00OlizGtAf45LL2TgYPpdSYuqeGSkq2eXHZ6SqhxFbCqdjqdXXYy1tuZ+UoTor0LX0MTeoxzi4JtB1/M4eJU7fB6uK/pZHZ2FrJrVwlZW83YW3Ty1uxB8/lQC/JpXz4NR7HClJm15KkqapgIVLHadkoPe3zQrts4tWI7r19VTbrVw0WF78dU53hsd+k2bK2QXu+mYaEd1yIX3nYb0x8uQB6qRy0uouW0KWhWKPiwE7lhS8xlGg+kUusD7Rt6N/Q+3Ix1324O6i1M1P5Y0nt0/aFHOFJKF+ASh8W9CHgz8HoVcKkQYi3wJ+As4JfAOinlcwPShUyL0WgMi6B/jKjemFwAXqnToUt6pImPXBNZ317FrtYCnJvyyGqCsmdr8B04mJBtq+gv8Ugxqmp8ubyyYyaizsaE9ToZz3+A9Hroc2d5ORw6WaegvJULSjeSIax9F2qith1SY6enlCZfJuflbuTnxWsxCzUwzBE+XVJsa1as7Trmxm56yq28tPQBXu+p5u/PnYUFoCCXphVuMrOdHErPpVSfjdB12BRTscY8qdR6r31D71HYNvSeFMa6b4+U35jX+//eCZvfuGg0hiAH6Ay87gBypZQHhBDPAA8Cdinlj6JNO4zlHDP457RoaEhaNQ2HVKnXMtnmLqPNl87LB2dx4GAeapuJ3H0Se4uG1tic9HJogfhTLbqTnV47Xbqdbe5Sal15bGytwLTLjr0B7A0epNc/BKoWF0FWBs1Li8gta2VabhNl5raIF2ok/udxsLJnFh2+NNy6Ca9USVM9TLI2UWLuIEdxYRXmPoccKy2amb90laBJBQ2FLMXJYlstk8wZfee4pZeXHLm80zWNdU1VdJcr6KYCTBN6yBSSCksLzfPMVOyZQuOSPMqKGyjL6OCDqVmYXFn+eIGb4iremGe0aB0Mvfdi6H34GC16Hw1ah7Ghd+/+8GWLutEohDhNSvlKXLUcfbQDEwKvswLvAZ4A7gQi7fsULq1BCCS980m8dOmSDt3M+64p7Hfns6m9nC17yxBdJvI/VJi+qROly4G2Zz/oWqQ4xlEhBkS/16SODw1NSt50lnHvnuU0d6ajfphJwSc+zF0+puzah+zsQuv0PxeoBfns+P5klizdxrHp21meuYUcxUWZqkGEPV8H2g7mgeYTef3pY7E3SswOidmh0zrTxOcve51P5+4lLQGHAnCoI5dbXjwfxScQPvDmaNxwwiq+nben75wmzc231nye8hdMdFWoFJ5zgOXF21mUtpsC1c5iawvXfum/bL6gnOPsn3BKxlbSFC/biorZe1IRAJv+GHcRxySp1DoYejf0PrKMV98eyn4wY0Hv963uDGs/lp7GHwJjpdG4Hvgq/t1tVgDvBY7fjH+v7RuBc2JMaxACicQtfTik36m06GnUuArY1VNITWseloMWLB2C3O09yA+3kMyIaDoSh+4Jeq/jlTpeJPs8BRxqyoZmK0VbfaS9vgXd4cA3IHa9yMokd3orD058BbNQAxf70GEReul1ZoffS3Z0FpG/xUf63g5EZw+yuwfdXI1LN1OgRnZW0aB4IaNWQfGA6pE4C00ccOf0lcctfbTqJqz7rWS+sQVx4nSWFuzlxwXbAjmoFKjp3JC7D3L39R0DlXmWDsjwrzK8MeGSji1SqXUw9G7ofWQZ774dxq7e/2lyh7UfS6NxYxz1GxUIIczAS8BR+LdCvBFYLYRYA+wHfiuEOAYok1L+QAihCiGuAf4cnE4IcaOUcp0Qol/aka/RkUODL43fth7LfmceNV15tDvsdO3KwdakYG2VFO7zYu7yon68J+rQItGytSefY967Cl0X6LpA6gqaV0FqCuZGM3nbwdqpk/lRPb4e/84DamEhIiON7tnFtMw24SrU+WLF6sCOBqHnc4VDkzp/6Srhz/uX0eOx0NFlx+c2kbbNysSdjYjObroWT6RtmomeKo0FafuGzjQKRKYP5aRWfLqCW1PITndyfNYOAB7pLOf2jacjG6xUrXajtXdgbfHg0C1D5GowFKnUOhh6N/Q+soxn3w7jV+9RNxqllN9NmtURJhASZ8WAw+uA24LefwB8MXD+XUHHB6ZDSnnbgLQGYWh1pfPU/xbia7JjP6Ri6YBp77Qjt+zqm1cCDMtN1NyoUHq/FcWro3g1hM+H0uVCuD3I7h605hYAggMOeGZX0F1uofFUD38+/kGqTN0UKBbMIvaLTkfy5/3L6PpnKbY2yeS9PajNzf4hkpZWUFSa5k/m3PPWMsXWyDLbQSBjyHyHojqthVeOfqTvO1WATMUCmHl83xKqb3Wgbfmw73xzQyc9PmvCdsc7qdQ6GHo39D6yjGffDuNX7+N1IcyIYjnQE0WsrrGJ9CjotenYWwX2RomtQ0dpaMXnHf44e4pPx9LYg/D6EB4v+DRkRyea09XPqQXTU2ahu1yhoKCLWeYeCtT4L3IdnU6XlbRmHXuzB/VQK1pDE1LzD2eoWRl40yUz7QcpM7VhS2DydTAmlLDDIA6PmayGAZPQG5p5a89UbrU345UqXqmSZ+rhzIxPmGlJY5PbzTMdx+DUzJyTsykQVyw841XvqdQ6GHoPxXDrfbxqHca3b4fxqXe/fQODYcR2yEX1rdtA05BSIp1OfDEGE40btwf27EdzuYfcT1MtLsK5oJKuC7s4vfJ/HJ+1I/D0lhhtLRmUvn8A7VB9v3or82fhLEnHVNnNMvtechTIUGKbTxMPDpel7ym8F62zk0mXfMRbSkbf92Qqreaph45h/dH/4KL3rmXSJR8BOv/+9XVsuuwe0pLw3Yw1Uqp1MPQeAkPvw8d49+0wdvUeibCNRiFEAfAlYAvwMfA9wAH8VkrZmEjFDMYPUtPQ2lKz44HUdXSHI6pztcpi2ieb+VL1e3wvb3fgqDkh+5qUiB4Tvtq6QZ85S9PpLjNRmtvJJJMtodV0seDzRbAT5Hx9h+pp3VkFR4Ppk8NPtWWrfXgvS/YSjrFBKrUOht5DYeh9+BjPvh3Gr94j9TQ+BTwOVOJfKfwzoAv/4pCzhii7gcGIIBbMhm3hA5FGg6mygr2nZ+Ks8jDdGtvWbeHY48nk0t3nkLNl8JCEsFppXGjGWe5jecG+uCZhx8u88gM0XriYjH0OFIcH4XTj21MT8twZt9cw99BXKd1weCVd2o5mlt/8baQC8J0RKbOBH7Fgtn8C0wfPJJSPofeakOcaeh9djFbfDmNf79sO3h3WRqRGo1lK+RcAIcSXpJS9W/CFC3o9JMK/tcr3pJS3x5uHgYFaWIgsK6DpmBw6poH73sSe4joXlnHr5Y9TZmpjllkj1rALoXA32mi8fxIlr2wbFGpCLSzg+HM/5OrC1VSZPKgi8TAMQ9G79+mdlc+y7lcV9OhWvFJFQ+HON85i2tfWDUrjO1RP2e31ANT8fR5leR1YTt1L/q69w15eAz8DtY7Av2QvAQy9G3ofrRwJvh3Gvt5NsiesrUiNRiGEUKWUGvD5oONx/4pSSimEmCOEsAW29jMwiBm9shhXsR1HicBX7AZzYqFinXkKJ9ubyFbsJGPYAkB1aWRv7ww9fOPzkaG6KVTcWIdh2KJHSja4PRSrHkrVtH5BaCea0piU2b9MD04IH8i1l9xMB9XZjdQku7AGERmodaEkHgbc0Luh99HKkeDbYXzrPWyjUUp5YtDrWgAhhIlAWJoEOAqoFUJsxx9UXkopT0gwT4NxgqmygrpPZeHOl6izOzh74i7+aY9ubstA1NxctOkVdJ/WjU0keU2Yw4W+aWvIj3z1Dbz5x6W8MHkxJ528mT+Uv53QtlUDqasp5Ltf+Ro1n5O8fepvKTdl+POXekg7Pm1o29ln7TJuoCNMKK2bFI3fxZmfofdAeQy9j0qOGN8O41rvkRbCCPxzFzXgFSmlLqX0CSGOBmqjzH8QUsqj4k1rML4xVU2kY2EpnbO8pBU4+OyUzVye+x5vm7riym/bL6uprK7nxop3AhvHjxwFD75LSWUFr5VNx1f+JmqMm9ZHQnQ5sLy8nommRTSfYqY8cJWHc1wRJ08bpIRwWleRcTcaDb37MfQ++hhLvh3Gtt4j1eQvwFJgCfCWEGJ64Pg3EjEohJgvhHhWCPFaYOeVmxLJz2AcIYR/Tpfwv1SFjoqMe5qxVCVW1YdFpGh1pE8jKZsOh0HoEm0EJ2EbJJEwWjcn8HMaejcYtYw13w5jVu9CytC1EkK8KaU8KfC6DP+q6fuAb0gpT4nboBBvAZ8B/iWlPFkI8ZqUcnm8+R0JCCGagOTsIRSeSillYYpsp9r+eLUd0r7xm49p26m2P15th7Rv/OZj2naq7Y862xB5IYwihMiSUnZKKQ8KIT4NPAQsTLAwQkrZJoToba2O+QDj4b78sW471fYN2+PP/ni1nWr7hu3xZ3+82k61/VTXPVJPYxXQJqXsGHB8iZTyvbgNCnE1cC7+BTHvAy9KKf8cb34GBgYGBgYGBgbDT9hGY98J/qHpC4Ac/LMOkFL+IiGjQuQDk4E9UsqWoc43MDAwMDAwMDBILdEMDT8P3AVsToZBIcQ8/NsT5hBYpC2lvCoZeRsYGBgYGBgYGAwP0TQaa6SUTyXR5mPA14ADSczTwMDAwMDAwMBgGImm0ZgnhNgA9EaylFLKyxOwuRlYL6X0JpDHEUVBniqrKhKLRt89xDSC+jof7a3aoPX35uw0aS3OQhESVegoQmJWdFR0TELDInwoSEy9IQ6EQAFEYCl/cIYCgUT2RRHwSIk3ELVpx8fu5lATdC3CKm0M7zZKLnrwSPeguifDtrBZ0a0qmkWgW0CaJPnp3eSrPbikiYN1Gj1tnqTbLpnjIEsBieSTzkIQErNJw6b6MCsaVuHFK00c3Nox6HsP1luHLmj4xB6z/UH1tuhYzT7yzA7MwodDt4a0PdB+vIxmvdfXeekIYTtocd9wM2zX2mjWe9MBT0jbqdT7SGgdYPvHnpC/eSr1PtZ9eyQfN9b1Hu46h+gajckeOj4K2C+E2BV4P+Z3hKmqMPP+yoqE8njPFTne1FXnhu64TS/N4KSHzyfD7CbH7MSq+Ci1dJCtOshRHZSY2rEJHzmKh2xFoCKwChOqECgo/TZb15F0626adEmXbmZl11w2dlSgS8GO4x8IGQLARjqLxfBGVFonXwt5PBHbam4u+tRyuqrS6KpQcUzQocSN1mPisRUPUe+byqttc3jq0pXJt52TTefMGay594+Af19RHxoOHeo1lY89pbzaNocNDeUcPOdXg753h6mMqgfO5h+T/d/L6WXzo7cdot7KBAdzyg5xXN5uvFLlo85ytrUUhbQNY1/vDVf/M6G6JYGkX2tHgt7D2U6l3kdC6wCfmrQ35G+eSr2Pdd8ezr8mbP8I0PuBy/8dNo9oGo2twFeAKcBu4A9RlzAEUsr5iaQ3iA2r4mNiehsZqptskwOb8FFsbidLcZGpOClUnZiRpCsCW2CfTHPg70CHoqPTruvs9BZQ783h3wfm0LC7YFgDmKYC06RKXJML6JxooWeCwDnBR1ZpFxU57VgUH9vcZbzSPIsPayrQnaGdWiK23ZX59Mak7XUoXbqHg5rKemcVLzXP4cOaCkz7baHzaOqh47gWTmd+3zFhtiC9nvB2S4rBbgtZ76NL6jgueycLbftwSRNz7LV8fd0VSax18hgJvTsd1pTUbbg4UvQezrahd0Pv0RKL1sP510TtHwl6f9YVvmkYTaPxr8Df8C+IOQZ4Evh0FOlCIoQoB34ETMXfCP1/vXtbGyQfRUgyVDeZqotMxYVN8ZKuuElT3NiED3Ngl4nerYGUoE2C9EBrUEenS/fgkpJaLYOPHJUcdOdQfyiXjH3qmGk0qjnZ6FPK6ZyYQfcElZ4JEl+pm4rSVubn1/FG7TTOn/wRfz9wDHt2F5Ox04ypZ3hst8/z4pUaXqnRoXvY57PztqOal+tn+23vMpO9V2PX0FkDIL0eGp+fwaVT1vPG8iloDY19n5lKS9h5wySK1+uD6n1swT6Oz9rBXEs9xaoJqwCzcPHTbaNz542R0LsS3jcfURxpejfFsA2xoffRrfdV8hkAVogLk595COLRes6e6P1rrPZHu95VV3hb0TQas6WUTwZebxdCXBd9VULyZ+BnwAfAsfgXxsS9w4xBZOyKhzn2OtIUN+mKG7PQyFFc2ISGTUjShH/IwiwUzELtcyoKAh8aLunDoWusdxdR683njZbpbNgyGXObyrT/OBHvfAAcnvB6JCJMJpTJlbgm5tBdbqGnVOAs07CV9jCnqIHFuTVoUmF2UT0v1Mylc3cOuTsE+Z84qOtyDovtsoktOKSHZk1jm7eANztn8m7jJA7uLsRe3MPfTr+XchPkPR29LeemPObOruP89z8iTzl88zALhaXrr6KlJwdXyeF6X1C8kUzFyS53CafZWwPDWv50hRs6E6r3cDESeq+VSWo5pYgjVe+Xv9w4tIEgDL0bek9E6+bNe4bN/mjXu8kRfspENI3GTUKIh4CN+HsaEw29Y5NSvhN4vUYIMXb6vkchZjRKTB2BJ08NMzrpio5NCBT8QxYKSt8cFzg8bKFJiVfqdEnBHk8ROxwl/K+xmIxdJtLrdcQ7m1JYs+RgKp+Ad2IBXeV2uksVnKUSb7GbkpJ2FhQcYFHmHtIUNz9Y8zmEqmPeb6VwuyR3cxv65m1gswyL7WVFe9nlVdnkmsSrrbPQpeDKyrVcPa8+kDr2yc+VP1vL3T+bya67lrDuc3dSoB6eyL1p0RMstXyebEVnTl49szMO4NLN/Ld5HhsPlJM918HV2fV958sNW+Ku93Bi6D0yR7Le1aBesmgw9D569T4SPYyJal3OmQEfD4/90a53HOG7GodsNEopvyGEOAb/nMY/SCnXx1STwfxbCPES/sbnUUD4GZcGCaMKnRzFiVVo2ISOKsAmBGYESsCRqOLw0ItXarilDy+SPV4b2zzl1HnyeH7/PJqbMrHVWCn62IOtwYGewnolilpYiD6xiO6ydLrLVBzFAleJj7TiHmYVNLMot4aj02pIU9zce2AFuBXS91rI3e4jc9MhfPv8Mypceeqw2J5sbeSFzgW8WDubCZkdPDblObKV2BuKoWzbmhTqfCa+XXcCeRYHp2Rt5fS0Ds4u34JZaEy11bOpp5Lnmuazr6aQ9N1mHvzPZ/nlcT5MbSYs7YJy1iZcluHA0HtoDL0beofxofdkaX3XF3Ph+8Njf7TrHW4JayNso1EIcaaU8iUhRPDq6blCiLlSyj/FWykp5W1CiD8DVcBdUsqGePMyGBqzgDKTD4XDE6DNqH2OpPfpUw/8c0sfBzVBl27lhY4FvHpgBq3t6WS9Z6dyt5e0PY1o23cduQ4lPw9ZXoxjQgY9JSb/BV2kI4qdVBa0Mz+/jqPTa5hnPYBZ6Nxy4Gw2r5lG/h7I3ebEtGE7Pod/sknXxUso2vxK0m1XWxr4yd7PUNeaQ2FWN3dX/ZNsJSNp9XbnSa76+HLa9+aiFLqor8yiqPRVFqfvpkTtpFNa+dfOo9BqMsjbDXlb/fXOedyBWDh71Pa6gKH3gRh6N/QO40Pvydb6V85eyfdiaDSOJb1HCqIdqaexVzcDB7fjWvYghLhSSvmoEOKW4DwCO8L8NJ48Y7A9B3gQf112AdcCq4G5wHwpZcj5riHSXYX/OxsybaycfOWXI35uWflBxM8PyvaQxwX0PXWa8TuV4KEK8DsU/6Rc/+q5A75c2vU0dnQX0dyYhdpmIr1ew17bhaw7FFO9RgtqQT5yQhHO0gx6ik04iwSuQomv0E1hUScz8ho4Oms/8237mWz2z1/6+t4L2PuvKRTVaWT9rw1t645+zrTr853kbRl6jlesthVg145S7IUOnpz5F8pN8TuUULaFlLS1ZFA4taXPNsBHzonc2zyNHQeLsW6xk79LJ/uT1r56q8VFXP+3Z3mnu5pNC+IuEmDofbgx9D569J6o1v3sDXnU0Pvwaf2y7I/53jDYPxL0vm5+eJthG41Syt4gQXOklH3fnRDix3HWb2Pg76qBpuLMLxa2SymXAQghHgXmA58Bbosx3TH4F/BEk3ZUoATF5Qqm15G4pIZLSrZ6ctnpKaHGVcCq2ul0dtnJWG9n5itNiPYufA1N6PrQ8cRGFUJgmlCGVpKLozgNR5EJZ6HAlS/xFXrIKehmWn4T87PqOCptH9PMLeQoUOuzcNVHXyLjyWyKGpyYP9mH1tLaL+u6G5dx+9w/cTNhVlXGYbtQEZiFiaX3fJsMAZNmNcfnUOK0/a26eTTsLsB2SMXaJsne4nemvfQcW8W56a9wbvomqp/6Elz8TOxlG2YMvRt6N/Q+DvQ+AlrPjzRcPMb1/rvJ4eseaXi6Cv88xhVCiFOCzl8O/DLWekopPwq8/LKU8otBdu7B33M3bAzYfcYN1EopG0TQhSaEmAD8CTgLf/3WSSmfC5FOAv3SjmYE/eNy9cbjAvBKnQ5d0iNNfOSayPr2Kna1FuDclEdWE5Q9W4PvwMEUlj5BMux0LqrAma/gyhe48yW+Ag9ZeT1MyWtmbvZB5tlrmWZppFDx0SUFv6g/hZWvHU35G17se5vQduwe1NW+/6fL+L+L/80Kexc/D3cTjcF2maqRqVho0tx8f//ZZNbq9JQqPDv1RSC2ydDBtt3Zit+ZFA5t+12XlZb2DDacdze5alpfViddcw3W//qnMdv+8z4/aJjPbcWbmHTJR+yOvWTDjqF3Q++G3seB3kdA66qIsNPPGNe7ZU/4EYVIw9OVwHFADnB84JgXuCn2WoIQYj6wEDgmaJ6kCUhwoCtq++cCtwI7gJaBn0spDwghnsE/HG2XUv4omnRHCv75LBoaklZNwyFV6rVMtrnLaPOl8/LBWRw4mIfaZiJ3n8TeoqE1Nqe62AnhtQtaZqt4cnX0fA/ZuT1Mym1hVlY9c+x1TLM0UKx60IF/dc/kns0nU/YXK9P2NCP3H0Tr6R9qQj9xAfu/qnHXwj+xwt6FNYJTicZ2meohW7GgCpUnOiv45ZpzmPS0pGe2wrTzd/SFP4gVd4Gk5Qv+smfY3diB8sz2kLbNwsw/uov42Qfn8qelj/ZzKABvPvRQvx0HXnh+Gbddu4mVBzehlsZVvBHB0Luhd0PvY1fvqdR6tPaPZL1XzwsfJDLS8PRbwFtCiFuTtE+0BHz4d5jx4X9IcgFXJCHvoY1L+QLwghDid/iDkz8b4rQngDuB02NMN2qR+FfMOaSXLl3SoZt53zWF/e58NrWXs2VvGaLLRP6HCtM3daJ0OdD27AddO+Jjdut2iXeWg4KcbqqyW5mZUc9M+wGqzM0UKm4cUuWvHQv4w7snkbXVTOUHDszba9CamvrlI6xW9vzsaC488x0ez19LkZoW+Sk0gu0p5iaKVQ8WIdjmzeCa9ZfjabORv0Fl5nO72PH9qdz/2Yc4LS3+S25OZjNrlz6GV2q06h7WOCswC40qczPFqoccxYRV2OnQXRz7368hrDo3Lf4vS60aEH517L5fLGXbl++Pu1wjgaF3Q++G3se+3lOp9Uj2x4Peo4nT+PlAQO9ZQAfQJqVcGGX9gmmUUj4mhFjDCO8hIoSwSindgbedQLi+15uBnwA3AufEkG7UIpG4pQ+H9DuUFj2NGlcBu3oKqWnNw3LQgqVDkLu9B/nhlkHd9UcyNpuXk6bsZGpaI1OtDUwwtWETPrZ4yvj23hNpWVuCvUkyebsH2+5afPtqB9Xft3whju+28/j037PAqmMV0c1Bsds8nDJ1O1PTGpluPUSVuZUSVSNNqNzZsog/rz0Oe52Jsg1e0nY0Iju72PbTqbz5md8wMYGJ0eDf6aFDd9GhSw5oGTT5srgwcwuZAWeiIFj2o6/hs8GsVYeoubiMq0+rJ5JDAdhy9X3ENZwyghh6N/Ru6H3s6z2VWofxrfdoGo1fB5YCrwErgIejSBOKy/EvHhm4kEbiX5U8nJwhhPh24PVO4BUhxD/wD79PE0LcDhwAyqSUPxBCqEKIa4DGgekABqaVUj4/zOWPmwZfGr9tPZb9zjxquvJod9jp2pWDrUnB2iop3OfF3OVF/XjPERlmIRJ21UuhpYtaVx4vHJhLxhl7qL1pGQBpjZKS/R7se1rRdu7BFyL9we8u48IvvsnX8z4IdOtHH6Mu39zD5QXvUKI6yFYEacKMKlR+3XwUL9x/IpW1PtJ2+8Nb+ADPGcey+fx7yEgw9AKAW8JGdw57PEVs7qngg8YKrj5qJ2mKPzBzm+bA3uLD+t/1yNnTeeMrvwHSw+a37CMPa4+yxD2cMpIYejf0buh97Os9lVqH8a33aBqNDimlJoTwAmUQtEt2DEgpbwv8vTKe9IkQaNQNbNhdFOLULwbOvyvo2KAGoZQyVNpRSasrnaf+txBfkx37IRVLB0x7px25ZVe/Dc7HkkPpxa2ZWNM4hYb2TLxNdmw/KSHtoCSzztvnUMI9ee++cwm/P+8RltsdmEVamLPCk6l4OcriYbvXwnuuUjQpeLFlHo0/n0xxTWO/Sdhqfh7PPXwvGUkI7gpgEbDM1sWJdgdK9n6mv/tV1PmC/b5uHmlbzKu3Hk/u5jp8gLZle+RVgsCNBR9z0suf4772Fr6WM7q3iTf0bujd0PvY13sqtQ7jW+/RNBr/nxDCBvwc+D1wTxRpBiGEeAN/r6IJKAGagELgkJTyxHjyPFLYsTmt32TTUFiIHKvrof1rIn5+7lldIY9Lj4Jem469VWBvlNg6dJSGVnxBDmWs4nBYqd9YgrVFkFuvk3HAhXVvM76a/RGHaXY8sIgnTr+fJVZQRew7YACoCKzCzGUfXEHR43bMXT6sNc2Yaz4YZHvX7yuSshtAsG27OPzkOGNuLQ2amzP/8H3Kb11LJu/xqc1OzsvaxPdO/QLVbyxg9ymPDspn6pPXc8zSHby/q4ppX9rIC+RzWd2OIctq6D01GHofeb2PhNYBJlWEPj5e9Z5KrcP41TtEt43gSiHEYvwNvM8C5fFUVEp5MoAQ4g/ApVLKOiFEOf45hAbDhO2Qi+pbt4GmIaVEOp34fKE67Mce5m4oW+3DVu9Aqa1Ha24JOVQRzI77F/HY6Q8GnEr8w1MCQZ3PiW93Bunv7ghr233msXx8wv3A0JOvY7EdXPYXp7/ICz1FlN96eCu0NNVNtdnCni8WM/Wyd5n0h2vZe+6DfZ9P+cf1TP3ue7QB0zgcx+yS06+g4deStxc8kbTyJhND74beDb2Pfb2nUusw9vUuuCOs/SEbjUKI3wPdwClSymeFEA8Bp8VUy/4cw+HQNa34w/AYDBNS09Da2lJdjJSgdjixvrQeyeBtjUKx59dLeeC0P7HUqiX0FNrLXzuOYdrjLWjNoSM17f31UlZe8puYJmDHywxLE+rsc9C2bAfgpdk5vGxdRqX7XQCqr3+f06+f33f+VN4D/N+JqHQw6RJ/mFVty3baWo/uiw032jD0bugdDL2PdVKtdRjbes+PYCua5vZMKeUPgd7ARol+4zcDrwohVgMr8Q97GxyhiAWzEQtnp7oYIZF69DN56r+5jJs/+4/APJfkOJXHPlnSL+J+MKbyCay/7C4mmYffoQC86ZjW51AAeK2cKzbvQJ06KWwa06RKtn3xPp5Y4l/7du7WFk75uId/n3gf7qRE4TryEAtmQ5ot1cUIiaH3wxh6Tw6jVe+p1jqMbb3rEQLcRDOnsTswPI0QYgH+sDtxI6X8D/CfRPIwSC1qYSGyrICmY3LomIY/4mY026eOUrwrFnL2l9ZwYUY95ihidEWDU+pMfCRCTKx7c5I6z2UoGr1Zfa9fPLARVWwC4OLVz3LW3FMGbaUF4Nu7j1lrrqDq85v5z4ENfQ7XKy0ce9sNwLcHpRmLDNS7+97R2esULYbeDb1HYizpfTi0DmNf79vri8Paiqan8Wrgc4ADuAy4NuqahEAIcaUQ4k0hxOu9/xPJz2Dk0SuLcZZn4CgR+Io9aCXuoRONYjq+0cUPCtcNuQtAKGSYJ7I9TcWYXtsQNt3isn0x2xqIJqN/2p5qbeh7PXA+z/xV4XeGqPr8ZsC/RVkvZqHSMXf89LwM1DvmIzks8pGr93C2Q2HoPX7Gkt4T0Xok/zrW9a7Zw9sO22gUQihCCAX/vMPvA+cA3wu8T4SvAKdJKU/p/Z9gfgYjiKmygkOfyqJ+sQlxdAdnz/mEc+dsTnWx4qb2x8t4cM4TMT8ValLHK7Ww3fjm+p6Qx3vZ35Mbk71Qtp0y+hWSF2e2kfl2AXU3Lhv02S1Fm4ZMP2ftl/ps/9dhY2716A5FkixC6T3HHn6LrdHOkaz3SENmAzH0Hh9jSe+Jaj2Sfx3rerfbwtc90vD0a/hD5AgO7+DS+zqRht4qYIYQYktvvlLG0GVikDJMVRPpWFhK5ywvaQUOPjtlM5fnvoeK5HepLlwcqNOnsuIz65lniX34xYdGq+bGJcXQJ4egbnUFzIwraZ/tg5ol5Oc7NoeOPXZLxQt89KUJg47PefD/mMjaECn8mEqKyXk2nVniMhaX72OivZULiz/gv/EV/4ghnN7fNoUO9zPaOdL1Hs62offkMJb0ngyth/Ov0XCk6z3XtDfs+WF7GqWUJwd6Ak8O6hU8OQk9g0vxx3pchb9huirB/AxGCiH8jw3C/1IVOioSc3z3kZRTc1ERV+WviXlytFdqOHQv+3x2enRrXLYn/nwtf2gffIHHYvs955SY0s60pHHb7y5h6l+/0nesW3cx+cE9kW1OKcVZoOBstdPjszDPXssSe+LDL6OeMHo/QuV+xOs9VtuG3mNkDOk9GVqP1b8Gc6TrPV0J39MopIzcBSqE+K+U8uzAawH8W0r56RjqMu4RQjQBw+11KqWUhSmynWr749V2SPvGbz6mbafa/ni1HdK+8ZuPaduptj/qbEN0jcY3pZQnBb1/K5EdXIQQpwC3AD784XtullIavY0GBgYGBgYGBqOYaBqNDwENwFr8Q8ulUsovx21QiLXA6VLKLiFEFrBSSrk03vwMDAwMDAwMDAyGn2hC7lyLPwrfnMDfaxK0KTi8f7qxAMbAwMDAwMDA4Aggmp7GEwYek1KujtugECuAn3F4ZfYtUspX4s3PwMDAwMDAwMBg+Imm0fiz3pfAXEBKKS8c7oKNJQryVFlVkVg0+p1bsyJ+7tS68OjOQQvdzNlp0lqchSIkqtBRhMSs6KjomISGRfhQkJh6V8oJgYJ/U/TgzHrf+dBxS4FbmjjQnoe13d9Z3NV9sDnUxFmLsEob6QnUHITNim5V0SwC3QLSJMlP7yZf7cElTRys0+hp8wyqezJsD4WLHjzSnXTb+jQLM+ztAPRISa0rF5+mkmFx0+WyYa3xx07rom3Q9x6stw2b/YHXM4k/bhiAtzid4oJ2fCh0blHD2h5oP15Gs95drnY83p5h0dtQWnfoVg5u7Qj5vQshRiQKs5SDY4GEqnsXQ++J3KvLaPQe7loL1tuW+kJcjXVR1SPSNRGt3kdC6wCdvqaQv/lY13u0vr1Xa4n6uYGE83Ej4d+j0ftw+fdwtiGKbQSllP32hhZCPJdI4cbjauyqCjPvr6xIKI+zFpwW8fN3m58OeTy9NIOTHj6fDLObHLMTq+Kj1NJBtuogR3VQYmrHJnzkKB6yFYGKwCpMqEKgoPRFiu+NMv94ZwG//uQMtBY7s9ebKNjQidB1Xtl0S8jVXDbSWSyWx1VnNTcXfWo5XVVpdFWoOCboUOJG6zHx2IqHqPdN5dW2OTx16cqQ6Xttr5LPALBCJP9ZZ518LeRxLx5OFOfGnW/zKUt592f39YvuX+fr5oTXv8uCKzbQ6/FXyWcGfe9eZxGZd1/Kv2c8w6OdU3hhVqTt54dGHDuX9p87+c/cx1jlKOfR6ZVhbcPY1/u6/z0Y0vZIaH1DQzkHz/nVqIv/kkjdITq9h73WBuj96zOHbjRG8gWx6H0ktA6wsv7+kL/5WNf7UL59uAnn40aT3ofDv4ezDVE0GoUQVwW9LQMKEiohh5vnUkophMhMMD+DCFgVHxPT28hQ3WSbHNiEj2JzO1mKi0zFSaHqxIwkXRHYAjGtemNbKYhBWxK90DSf3H9kULHfgdrViehxDku5TZMqcU0uoHOihZ4JAucEH1mlXVTktGNRfGxzl/FK8yw+rKlAd4YXeG+DMR4SbWyuks9ETBsp/+J/bsf5Uw8ZwgaAW3q5v2UZUx4dehqwdLkxrdjPZ1kUV7kHsvuCDH5b/TQFajoXZ7ahbVd4fHpiN8rhYkT0riV3KnYsWjfttyXV9nAz8PoLdz0kU++JPhwaeh89eo/k21NJF22j2r/Hcu8Kpfd11eHPj2YhjBb47wM2A2dEkSYSO4UQvxRCnCWEuAXYmWB+BhFQhCRDdZOpushUXGSqTtIVN2mKG5vwYQ4E5+4VghJ4FbwXpSZ12jQHh3zdNDszsHRqqG0ORGcPstv/P1moOdmIhbPpnF9C60wrHdXgmuqmYnITJ5bvYl9bLnOzD/L3A8ewYesk0j6yY4rC/FAXd+//4SI4/2hsaS2tuKTmfy11PnCr/OuF41De+jBu2zW/WspD+9cM+rzmV+GDFzT+3zLOXPEBJ9s6+459IbOFpq+MzoAHI6F3dC0pZY1H60UbRufawd6baC+xXk+J6D3YdrBdQ+9Hvt7D+faBeoPYNZdMRtK/h6o7JFfvvsLwQ+9D9jQCTwMrgGwgBzgfeDyKdOG4FjgPmI1/NfYLCeRlMAR2xcMcex1pipt0xY1ZaOQoLmxCwyYkaWLoIYtO3cW/eyayzVnGvtoCqtvdiI4ufPUNkUzHhDCZUCZX4pqYQ3e5hZ5SgbNMw1baw5yiBhbn1qBJhdlF9bxQM5fO3Tnk7hDkf+Kgrit8b+fAxmLwE9hQF/ZwDGfHk/8hzcE1G6+n6oUOXGceS8NVLr4x+3WW2PewsCpy2uA6Vt30Ltc/eTWXb1/FBFMbH7sqOC9zCxNNm5iceR3Tvr6uX9rCtTl8p+ghnmpegir6T29xlIzOfSJGQu9SJnYTTUTr5s2Rd3cYjURzrQUTTu8HLuqOmG6gjaqb3uW6p77M5dtfNfR+hOo9km8PZuADSzDD4cczyR1yeDpR/z6U3oNZJZ+BG5/h+idv4vLtq/iRqTqg9zVx6V2PME03mkbjSuBF4GDUNYhMFjADyAXuBs4G/pOkvA0GYEajxNQRePLUMKOTrujYhEDBP2ShoKAKgYnDWy4FD1u4pM42ZxkbWieitplQHN1IlytpZTSVT8A7sYCucjvdpQrOUom32E1JSTsLCg6wKHMPaYqbH6z5HELVMe+3Urhdkru5DX3zNrDFvkfocD+RBjuVuJzYormkifdp0xz8sO7TOJvTOOPxV/hKzk6soveKjn1LN23Ldh6fXsGLB5o4yb4PyABg5wUP8Ln5p9NzQhPdFy3hul88wznpa7mm5lxab6li6f+VsW7hk5iFikP3YE5e53JSGe16T1Trcs4M+DgpRRlWBjYUh9R8FHr/kxh6YGygHf2TbYbej2C9h/Pt0TTawpHsOe7D5d/D6X1g3YPtJ8u/iwgDGtE0GtuklP8vivOi5QngPuBGKaVPCPFNjEbjsKEKnRzFiVVo2ISOKsAmBGYESuDJs/cJ9HAa/+sO3UmrprHVW8Dze+bi2ZVFzk4QDa3oPU7UWdW4yrOQAng59kaYWliIPrGI7rJ0ustUHMUCV4mPtOIeZhU0syi3hqPTakhT3Nx7YAW4FdL3Wsjd7iNz0yF8+2oBcOVFt79oqIZi7wWe7EZkqCGEWJzUnvMz8KLx6+ZldHptrD/7bgrUdODwI6Amox+qHGh7t8/J6a9/nbz3LGRecIj/zPobO1+YRhlN2Jq95KgOftZwIg13TSHtlXUUvgKfZqE/8aK5uD8zIgt1Y2ZE9P7uu7GXK0la3/XFXPh+cr6r4SbZepfErzlD70em3qP17eEY7tGieG0lqvdQDd/g14nqXaoPhbUdTaNRF0I8C3yCP7YiUsqfRpEuHHYp5ctCiF7XNzr7/ccIZgFlJh8KhydAm1H7uqPDPX0C1Plgk7uS19tmYl2VReWr9dDcitbeAcDezxXwxQtew6Z4Wf1y9GVS8/OQ5cU4JmTQU2LyO5QiHVHspLKgnfn5dRydXsM86wHMQueWA2ezec008vdA7jYnpg3b8TkCIWcuXkLR5tEd5jNWx6WfuIBTl3/ILxuXsb2rmCenPEeGMniOyRZv+E3lh7J9Q+WnqGaD/80f4eSrvoVrhsR3ykJqrtT5W+Ni9t43naxn3xuUtvHYTD51ysfsjqlWI8NI6H33xV1RlyfZWv/K2Sv53hHSaIyWaPXuDBMeLpPcIcP7GHo/MvUeq28P7uEO5/uS3ZAcLv8eTu/R2E9U7xkd4acFRNNovDuqkkfPDiHED4A8IcS3gC3xZiSEKMPfSzkLyAj0XH4P/5zJfcAVUkqvEOILwNeAVuBSKWVniLzMwGr8sSjnSyl3BY4PShvYP/tXgAv4opQyusBgETi9bH7Ez1cejHzxLDp9UJUAf4u896nTHHAgA588/cf8771SwyE9eKVOjS+fzY4KdnYUktaoo9fUIn2+QMYCd6HGJdkbSFcE3xu6iqgF+cgJRThLM+gpNuEsErgKJb5CN4VFnczIa+DorP3Mt+1nstlfn6/vvYC9/5pCUZ1G1v/a0Lbu6LeNUNfnO8nbEt28l+HqVQxFvMMnHZctoe0cB0pnAbs3lbPywjvIUDIGndetu7i7/lTg0SSUFvL+/D5XfNJIzYoCaK1g/93VZD0z2KHctncdlaa1vOosTWhi85Gs96fVofU2XFq/LPvjqK61kWYk9N7oDR/PMNYb90jqPVGtA6iloY+Pdb3H6tsHvh7OcGvxcKTo/dg3E2g0Sinfiql0Q/NTYAnwV2C3lDKRRmkrsBx4FkAIUQicLKU8LtAw/UwgruT1wAnABcB1wG9C5OUDPgPc1nsg0JAMlfYnwGn4G6s/wt+oHJUoAyZBBx+HwU+fO7we7ms6mZ2dhezaVULWVjP2Fp28NXvQfD7Ugnzal0/DUawwZWYteara56xCIgSmCWVoJbk4itNwFJlwFgpc+RJfoYecgm6m5TcxP6uOo9L2Mc3cQo4CtT4LV330JTKezKaowYn5k31oLa39sq67cRm3z/0TN0fZWR3KgYwWp6JWT2HvpcXMXbGd9oNluO8qpeKbh5hiHuxQNKmz0lHEmtVzkmf7kmLafK/T7Mmg02Wj5SSYNqBt7TnjWOZaNvJcTyF3714BvU+yo4iR0LsaTm8joPV8xZ7cLyxFxKP3ru7G5Nk29H5E6D2Sbw/nu0eLTw/mSNN7gzv81KdoehqTzRNSyjNIwjxGKaULcInDK38WAW8GXq8CLgW2Ah8HeiFXAQ8KITKAfwPnAJcBNinlb4GGoLwAqkOkTQOcUsouYJ0Q4teJ1mM4EYBV9P+ZBzqSYGp8ubyyYyaizsaE9ToZz3+A9HroWz+Xl8Ohk3UKylu5oHQjGcIaMT8y7HQuqsCZr+DKF7jzJb4CD1l5PUzJa2Zu9kHm2WuZZmmkUPHRJQW/qD+Fla8dTfkbXux7m9B27Gbg+r39P13G/138b1bYu/h5jDMcRpNTUfPzaLhgOs7TuvjW7Of4zYenMeXK/6GWFPH76qfoncjci1dqvOMy8/11FzDtqU4SWUsbbPuaGS/zdO0C/jjzr8ybaIOjwftZjemvXsu0K/w3y+Y5Zp7uzuem9z+D7kqF6xiakdC7Ek5vI6B1VSS2+0iqSUTv1tbfJ822ofcjQ++x+vaBpNrHH6l693nuD5tv1FeCEKJISpmMpu/BQC/gBvD3RkspX09CvuAPCdQ7btWBf4X2oGNSym4hxK3AQ0AecGYM+eUGHQMidbONTnoXULToTnZ67XTpdra5S6l15bGxtQLTLjv2BrA3eJCBeXNqcRFkZdC8tIjcslam5TZRZm6L3GAEvHZBy2wVT66Onu8hO7eHSbktzMqqZ469jmmWBopVDzrwr+6Z3LP5ZMr+YmXanmbk/oNoPf2XLeonLmD/VzXuWvgnVti7glYSD83A4emhgrMOJ2r1FOqXF9F5nIsr5r7BREszv/7rRUy+ZS0SMD/uYdKAp9A2zcGTXdO5Y80ZVP/Jjfww8syO/TcvY+LNa4e0fXLGVq5cdyUXzdzIPMvh4NFmobLz1IeY+sD1oEi+cdyL/HjDeUy9T0Nt6WB/Ur6J4Wek9D6atD7aSIbeWxyRV/QaevczXvQ+UnMW4+FI13trvS+s3Vgen/4GnBLD+eHYB9iATwXeSyBZjcZ2YELgdVbgfXvgdfAx8PdE3gf8TMqwy1BDpW0LOgYQvh93FCAGRP3XpI4PDU1K3nSWce+e5TR3pqN+mEnBJz7MXT6m7NqH7OxC6/S3jdWCfHZ8fzJLlm7j2PTtLM/cQo7iokzVYIj9N3W7xDvLQUFON1XZrczMqGem/QBV5mYKFTcOqfLXjgX84d2TyNpqpvIDB+btNWhNTf3rYbWy52dHc+GZ7/B4/lqK1LSoel3CrTJLRRBYdeok2hcW0zJXoEzvZnbJTny6ymMvnszkH71HhVxLzwWL+f6v/8K56Zv60nmlxgY33FzzOepeqWTWn3dHjJE5bV4PL768EVVs4p3Ldb5989fIX1tP+8Jimo8SZM9r4cpJLzLLVsd1z17Da6uOZ95Ne/lZ4SYGPgPpSB497WEqTJ1cu/NSpn+nHt+h+kG9A6OFVOo91VofbRh6H34MvY8expLepQy/yDKWRmNCjSMhRAH+OYElwDbgISmlI5E8Q7Ae+CpwO/6A5O8BO4A5Qgg16Bj45yr+BbhGCPEvKaU7RH6D0kopHUIIe2CIexb+4e9Ri47EoXuC3ut4pY4XyT5PAYeasqHZStFWH2mvb0F3OPANWLUlsjLJnd7KgxNfwSzUwCq96LYzs9m8nDRlJ1PTGplqbWCCqQ2b8LHFU8a3955Iy9oS7E2Syds92HbX4ttXO8hB+5YvxPHddh6f/nsWWHWsYvA8kFgZ7qdRYbfh+9RCusssdJcLHJU+yqqaOaXkHda3VLJzywQan5iM/fn3mYzfQez/6TLevuY3gdALfhq1Hh5oPZbH1hxP1bM+JqxaS/hnwIDtoBvJEitMum47tZfmcGrp25yW+TGzzC4u2vF5Xrq4milN71H3o2W8MWUVAx1Kr22vVPl54UfodxTjO7Q+mV9T0kml3ker1kcCQ++pwdB74sQzXWk86z3qRqOUckW054bhSfzDwU/jX1jyB+DyRDIMLFR5CTgKfxDyG4HVQog1wH7gt4HV0w8Bb+PvJbxUCFEBnIs/sPgW/ItzbhJC/AM4DpgmhLhdSvn8wLQB078CXsW/evpLidRhuNnak88x712Frgt0XSB1Bc2rIDUFc6OZvO1g7dTJ/KgeX2C4QC0sRGSk0T27mJbZJlyFOl+sWI1ZqOHnt4TBrnoptHRR68rjhQNzyThjD7U3LQMgrVFSst+DfU8r2s49IS+Wg99dxoVffJOv531ArppGrLMBUjZUUaEx/ddbmJl2iOnWg0wxt5GnKFy557OYLteZdqB/dP7OS5fw3rV3kh0IvaBJnQ0eje/uuIyuF0qpfvCDvqGkoXBLjf2+bg767Pyncz6ZJjcvzvlr3/zTDl2gLD/swNd89Q4grS/9QNuFG3v41u9sWF4e3TdQSK3eU631lGLoPSUYek8R41jvIzm71ySlfDrweocQ4pJEM5RSevH3AAazjqAV0IHz/oK/V7GXDg7PY/xX4D9SyotC2BiYFinlKvzD26Mec6NC6f1WFK+O4tUQPh9Klwvh9iC7e9CaWwD6XdSe2RV0l1toPNXDn49/kCpTNwWKBbOIfecVt2ZiTeMUGtoz8TbZsf2khLSDksw6b59DCTf0s/vOJfz+vEdYbndgFmlhzhp+4nkSnWJr556yd3BLL626jxe7p/PAQ+dRcvfgOSgA9/zqd2QHVsa6pZfnewr44doLqXoCilatjSmssSoEpaqdYlXnSZ+NVVtnkF3xDvt93fz4wFk0nezB/7zjJ0s53KsQyjbA+ruWkMXgEA2jjVTqfSxoPV4MvacGQ++JE0/HwnjW+0g2GmcJIXpDXQlgdu97KWVCPY6jnR2b06KI1bVpWGwrPh1LYw/C60N4vODTkB2daE5X2CebnjIL3eUKBQVdzDL3UKDGP2TgcFip31iCtUWQW6+TccCFdW8zvpr9EecJ7XhgEU+cfj9LrKCKI+gJNICCoFt3c8HVX8f8ygcAlBDaoex87GgWWTcB4NA9PNhRze9fPoMZDzSg7dobs20TSmCISeXO0vf4csHbvOOy8IvJx9G7hmv/T5fhLtSYdsM6qp/+Krsv+kNE2x3nd9N14WwmnD90WNXxqvfxqnUYv3pPpdbB0HuqGK9699sfAiHEFVLKPwshjgV+DvxJyrhWESwe8P7HceRhECtuD+zZj+Zygx55OrdaXIRzQSVdF3ZxeuX/OD5rB5lK7L2LwZi7oWy1D1u9A6W2Hq25Zcg5GzvuX8Rjpz8YcCpD7zc7WtnoyexzKJF49aR7gQwcuofftc3mT8+tYNrtn6B1Rb8TQzjMQmWeRWXWfV+lIsiprb/2LuzCwtnfXcrUb77H42cUcMiby6PPrqD6nu1oLa2I1yfw1Yo30FE4J20jAFMfuZbqq4euU8pIod7Hs9bB0HtKMPSeMsar3qP51S4L/P0/4Grgh3HVDmZJKffhD8Y98L/BMCF1Hd3hGNKhAGiVxbRPNvOl6ve4s3Qjn0nvTjjMh9rhxPrSeuSHW/qGSiKx59dLeeC0x1hq1UaNU1khLuxbcR3Lquu/NS+J+Hn75Uu5q+ZdppgzcEsvj3RM40/PrWDSLzagJ8GhBHPrFf33szjp599i6r+vR3p9HPjBMrzSRLbqwF2kseN3E7l2xx6umLCW+6ZVc/O9l6MjUYXC3jMf5nf73sE0uSqp5UsWqdT7WNB6IgyX3nuvu6G2CgzG0PtgDL0fJlZfHoqx7N+FNfzDRDTD0xlCiBOAbinlISFEz5ApQtO7+nq0Ri8Y15gqK9h7eibOKg/TrYeSlq/U9ah3F6//5jJu/uzfA/NcUj9skWgQ8HX/OIrSMEMWYuFsXv7VneSqaWhS5/meAu55+Uym3f4JepQTomPBLPr3ARSuayOzNpO6Hy7miktXcllWLVZh5vpzH+w7Z+5dX6WMtRT/bi2Hvufk5NU3kLPaRuHF+5F7apJexpFkOPR+JGs9GRh6H70Yeh/an8faiBzTeneH3zQzmkbjt/AvGrlFCGEjsGgkVqSUKwN/HxNCLAam4N9GcF3klAYjQefCMm69/HHKTG3MMmtEG1InWXhXLOTsL63hwox6zKM0RlcsjcduKam4M7RDAZjx4PbAikHY4NH44doL/fNMkvwE2suNn3yWEv4HwJlb2vlm7t8AWO2CPZ4irMKMW3pR+ubLwHe+/AxP3VFG/TeXcflXjmXqf/2r6+SDoL5RBicNS1FHhFTq/UjQeqwMp97jiatq6L0/ht77k2hUjZHw77H0rCdb76I6/O8UTaPRjH+lcHXg/ftCiFIpZVyPK0KIhwE38BFwuRDiOinlVfHkZZA8nHkKJ9ubAiu8Rv7C7vhGFz8oXIdVxL63roxp7Vn0JOJY6uqKqIjw+aV57wJmGrUevrvjMqqeIKpJ0fH2fjqd/uGG/T9dxjdz/VtENWo9/HjnZbS9WsqKr99OsWrvF3LjiqxGrjjYCGzi9LL5/WzXtufEZH+0kUq9J6J1Lew+BKlluPTeywpxIevka1Gfnwy9B2PoPX5Gi28fymeG+jzcw8pw6z1Wkq13jxa+NziaiQXfBn4AnAF8H7gJeEgIcUsMdQqmUkr5NSnlg1LKrwET48zHIAmoubmwZB7dp3VjEyO5mP4wtT9exoNznugLSRAtmtTxSg19mBqNiaC0RZ7F4ZUqXqnxYNtCuv5dinnVhpDnJWPuDcDa4+6HRXO56IK3AvYP2y67Yy0b3UWYhRp2rpFi698zccOMNxMuUypItd4T1bozwk4NqWQ49R7PNWDo3c+RrveR8u2xamwk/HsmuVGXJ9l6L7KF7xGNptFoklKeLaW8UUr5aUAJ/I0p2LcQ4hQhxClAnRDiR0KIMwJ7UNfFko9Bctn2y2o8t3Rw47yXMKUguKo6fSorPrOeeZbYbfvQaNacuGRim9pHS7IacAC/O7SCzR6NR9aeQMnDG6OyDYcX5USizjs47lmBms79Tz/AgrR9AINsz7VE3lb+/u2rWHLRb1ghLqT75clcm31wyDKPRlKp92Rofbv3yFwwE4/eo73Whkvv3Z/zB/ww9B4fR5JvTzax6j0WRkLvhao37LnRPHqkCSEuAjYD8zg8GSJ8rqE5PvC3BrBwOATP8PXZGgyJVCVW1YdFpGZ9Us1FRdya/1fMwhpTOq/UcOhe9vns9OixpQ1HogtfYmHDO9P57oJMylcKdFf4jenjmc/l+B/9hhvUaZNpWVJM61xIOyjo+crfafBmY25XUUqL2faDYiaZN0XMc5I5g3fu+SPcAxD53NFMKvWeDK1vcFXh3+zqyCJavYei93oMNzxt6D08R7rek+HbR9Kv9xKLf4+VkdD7ogjnCikjd/8KIfKALwOTgD3AI/i31MuQUsY1a18IURLIrybeuZFHEkKIJmDfMJuplFIWpsh2qu2PV9sh7Ru/+Zi2nWr749V2SPvGbz6mbafa/qizDVE0GgGEEPOAnN73UsrV8ZZECPE94BT8j28LgNellLfHm5+BgYGBgYGBgcHwE82OMP8BDgC9kzokEHejEThXStk7VI0QYg1gNBoNDAwMDAwMDEYx0cxpFFLK65Jo0yOEWAZ8CBxD7HMjDQwMDAwMDAwMRpho5jQ+CTQAn+DvZURK+ae4DQpRgT+EzxRgN3C7lPLIm9ltYGBgYGBgYDCOiKancWWSbdqAG6SUUgghgKlJzt/AwMDAwMDAwCDJhO1p7N31RQgxeeBnUso9cRsU4jUp5fJw78ciBXmqrKpILAr/js2DYzMF46IHj3QPCmplzk6T1uIsFCFRhY4iJGZFR0XHJDQswoeCxCR0VCRCiL7gnYe8GbQ500BIStI6yVcPBxZ2S8mu9mKsrTpI6HIcbA612soirNJGetz1LpnjIEvx7wzwSWchCInZpGFTfZgVDavw0nTAQ0+bZ1DdE7WtT7Mww94OQI+U1Lpy8WkqGRY3XS4b1hpH2O/dIqzSi//7ijZI68Bto3rT9R4P9b6LtkHfe7DettcU0N15ILoKB/L0TrExO70VAI/UOOjNpsttRQiwmHyww9tbjpC/+VjXu8vdjsfbk3S9RaN1rzRxcGtH1NdaNFuR9eoqEb0LIUYkCrOUgwP3Bettw2Y3EFtg5ET0PhJaD2cbxr7eU+nbIfz3Hqz3ePx7cJqB/r2XcNdaKL1HS7T+PZxtiNzT+EX8C1R+MuC4BBLZ9q/vCgn0NA59xRzhVFWYeX9lpE2Hhub08oURP1+nvRLyeHppBic9fD4ZZjc5ZidWxUeppYNs1UGO6qDE1I5N+MhRPGQrAhWBVZjQ0fn+oZN4ed1RANhLu8nO7sLlM9HtsuJ2mZmxOoOSNa0ITbLyk1+FDAFgI53FIr5nAjUnm86ZM1hz7x8B/y4BPjQcOtRrKh97Snm1bQ5PXRq6M9yLhxPFuXHZBmg+ZSnv/uy+flH063zdnPD6d1lwxQYQ4WPH2Uint9EYbf0HxmOMJt0q+cyg793Tlo37z//Hawsf5jfNS7ljfvRxHheL5XQuWcLq39zXt0dpMC/0pHHftOqwtmHs6/297Q+HtD0SWt/QUM7Bc5J/rUFiek8lwXovLvdHcBvYWI4UDy8RvY+E1gFWaX8P+ZuPdb2H8+0joXUI7+MCD+xAfP69N20kXYa71kLpPVq6aGPRkjuG1Huk6zxso7E3DI6U8sqYSjU0jwkhVgEb8YfceTzJ+RsEYVV8TExvI0N1k21yYBM+is3tZCkuMhUnhaoTM5J0RWALiMgsVLwSun0W1G4Fk0Ng2p1NmysLkxOy2zTy3BJrUwdKp2NYym2aVIm7Mp/emLS9TqVL93BQU1nvrOKl5jl8WFOB7hyeG1nxP7fj/KmHDOGPZ++WXu5vWcaUR6Pb/zeRYLKJBqL95LxbKAZg6AZjcADxVfIZTv2Hie7b3OSqg5/nzk13MGHv+9w4KVL419QxInrXk9upFovWTfttkTMLwcCHkXDaSlTvqaRX7711C7UVYbh6Z//jA0Pvo1Tvo9W3w8gGCx/IYf8eO9HofXlV+PRD7kklhLhCCLFGCLG693+cZQVASvkH4BL8d7NLpJQPJJKfQWQUIclQ3WSqLjIVF5mqk3TFTZrixiZ8mJGYxWEhKEGScGlmVLfA5AJzt8TSJVG8Ek+GgitPxVGejmtKIa4pIWOAxoWak41YOJvO+SW0zLFRd6Z/D1K39NGqudnltbGyezZPHljEhq2TSNtsxxSh3ZrItn9aSysu6fdsmtT5wK3yrxeOQ3nrw7jzTCVT/v4L9tWWDDq+88/9ezqkz4dL6qx2wSsOM21a/y94vsXE7juWDGtZ42Uk9K5bk7OHbzxaL/ww/E2ti7Z+eo9128uxpPcV4kJD72NA75F8eyKkQusDG5nD0egMpfeBRKN3d3n4of9o1PA14FNSSs+QZ0aBECIDOBcoIzBCLaX8RTLyNhiMXfEwx15HmuImXXFjFho5igub0LAJSZo4PGShCoGCgoJAFYJGRybpB/3OxNyjo7olzXPMZK+oZ2JmGy7NhEcPSGhVYuUUJhPK5EpcE3PoLrfQUypwlmmUTWzBIT00axrbvAW82TmTdxsncXB3IfbiHv52+r1c/nLkfTWTwSHNwTUbr6fqhQ5cZx5Lw1UuvjH7dQ5c1D3stgcSb0N49+d/SmXg9Yf7yqn15bDY2kKB+kjfrrS9juzxjgW8Pvew43hk/xo+cJfwg43nk/1iOumfbY+/AsPISOhduTaxKGGJaL3cBHlPx24z1u0oR5PeoyHUDbhX7w9sO4El9j3U+rYF9L6JSX+8hurr1veda+h9dOo9lb59iX0PC6uGDEJ5nAAAweRJREFU3Xw/Et3ysLKiHhjo39NRS3f1O28ovSvWO8LaiKbR+B4wQwixhcMhdxIZr3gGeBr4LHA/cGwCeRkMgRmNElNH4MlTw4xOuqJjEwIF/5CFgoIqxKAN7Xs8FqwdEkunhsmpoXh0vJlmfj7teU6yefvNB4l9S/rDmMon4J1YQFe5ne5SBWepxFvspqSknWVFe9nlVdnkmsSrrbPQpeDKyrVcPa8+kNqOOnSHeXwsmkuaeJ82zcEP6z6NszmNMx5/ha/k7MQq/BOR/ySGx/bA4bREekxDMc9iY57FBYHJ5NqhqVy0Zzkdx7XQ8PVlvD53bd+5yvxZXLatCutpNVSxGYBdpy5IanmSxUjofZG1I+7yJar1WBjYUBzyRpRCvQ8n/5xZxLUHD/bT+95zHuKi2YbeR7veU+nbIfF9r4OJ5MNDTadIhET9u14Vcg0MEF2j8RDwD/w7wgj8DcdT4qwLgFVK+YgQ4nIp5cNCiPMTyMtgCFShk6M4sQoNm9BRBdiEwIxACTx59j6BHk6j4JMaPk3B5pZIRdA0z4Y7D5TZnRSqPagi9rlVg8pWWIg+sYjusnS6y1QcxQJXiY+04h5mFTSzKLeGydZGXuhcwIu1s5mQ2cFjU54jW4n+5pnIEMCe8zPwovHr5mV0em2sP/tuCtR04PBqScmILBoNSay9R8G87/aytOrwHO/mujK6zvQPJniyDp9X++NlrL7uN5iFwtfWnslHDWUsKdvHXcX3My+h0g8Po1XvI6H1UMSi/9Gu91gJrvv7bi9XPPwNKp9vZdt30tm44neG3seg3qMlGq1rCfWNRWY4OwQgcf8+9eqmsHlH02g8U0o5I97Ch6BRCGEDPhZC/AnISGLeBgMwCygz+VCgb7WUGRVV+J8kgp8+1QG9CG6vibxOH55sE9bTmrhnxj8pVHuYak5sjouan4csL8YxIYOeEpPfoRTpiGInlQXtzM+v4+j0GqotDfxk72eoa82hMKubu6v+SbYSvVxiCbsxEP3EBZy6/EN+2biM7V3FPDnlOTKUwfM8nFHs3R4NoRzHcDiTXoIdCkBB+UFWLK6C9z9m8oq9eH8Jzdct5f3r7+qr9xNVb6Iu3cVW4Hv7S4etbIkw2vQ+UlpPlJHW+0jzk0nHUsFadKD6SriYZbCoaki932ifxz93zOd7JaFX66caQ++xE63Wt3iTMiMPiG1hVi+J3L8S9e+z54YPIxWNOj4QQpxH/x1hYo7TKIS4JZB+B3Aj0AlMBt4XQlwH/FNK2RxjnnOABwEN2AVci39f7LnAfCnlrsB5C/CHDzIBd0gp/xsirwLgBfzbGnYAn5dSOoUQzwMnAhdKKVcFzq0E7sPf9/uElPKRWModitPL5kf8fOXBDRE/X3R66BnDAvqeOs0BBzLwydN/zP9ekzo6Eq/UMJk0vBkqngyF6twmTrLrxDpE1s9GQT5yQhHO0gx6ik04iwSuQomv0E1hUScz8ho4Oms/8237mWzuRAF27SjFXujgyZl/odw0Mk6l47IltJ3jQOksYPemclZeeAcZIRxat+6i0ZsVIofYGM7GYSwU/raWLU0zKDppGwBP/OhOMpTDK+yu3n8c/ssMbqj8FNGszA7HWNd7KrSeSW5cYUhGWu+jhWj0Xrekmyo2cwPx6z1RrQOoYZ7RxrPe4yEWrd9dfyrwaMI2w/n3cMd7G5PJDm81lN6D5z3u/zj87xFNozEH+EzgP8QfpzHUUomV+HVfDvwTf+MsFrZLKZcBCCEeBeYHynnbgPN+DJwnpYy0FqsNOE5KqQshfgZ8Gv/cy+uBgXtv/wq4UkoZvg93lKAMmAQdfBwGP306pYc9PmjXbZxasZ3Xr6om3erhosL34yuAEJgmlKGV5OIoTsNRZMJZKHDlS3yFHnIKupmW38T8rDqOStvHNHMLhYrALEwsvefbZAiYNKt5RJyKWj2FvZcWM3fFdtoPluG+q5SKbx5iinmwbU3qrHQU0dUd+0TtoRqJ4cKGxEu0w9jbW4vw6Qq+5QvZc4HKWa8fw8rl91Bt9j+JvvXOnKSUZzhJqd6PIK3DyOl9pIh1EUE0ep/Ce8NW3mRg6D064tH6mtXx+7uhGoThzhnOMD5D6T1ahmw0JitOo5TyrUifCyFi7guWUgYv63IDtVLKBiEOT+IM7GhjA54J2LgO6AH+DZwDXAbYpJS/DcpLBXYGbBwakJ8ZqAT+KIRIx78l4o5Yyz5SCMAq+v/MAx1JMA6psdNTSpMvk/NyN/Lz4rWYhRoY5ohjUnKGnc5FFTjzFVz5Ane+xFfgISuvhyl5zczNPsg8ey3TLI2UqRqZioUmzc33959NZq1OT6nCs1NfjM92lKj5eTRcMB3naV18a/Zz/ObD05hy5f9QS4r4ffVTDJxB4ZUa77jMfH/dBVhbfx+1nWgabsluMMZiNze3mV+Vv0Dao3D10eexsumPzAx8rh2aysOfeZDl305asYaFlOr9CNA6jJzeU0U0Q38AUwboXWtu4QY+xW9q3mOexcbDn3mQ//ed0TiT8TCG3iOTiNanPdVJLEOqsfrsmBeqBYhml6eBdoCw/v3DfeXMs9h4bU81yycP3ZQJ22gUQtwjpfyGEOJt6D/7WUp5QkyljgIp5T/iSSeEOBe4Ff+wd0uIU4qB6cA8/D2ZN0kpvy6EuBV4CMgDzgzktQj/im4XcGcYkwWBvKYCRfiHvT8TT9lTzf88Dlb2zKLDl4ZbN+GVKmmqh0nWJkrMHeQoLqzCHDJyfLR47YKW2SqeXB0930N2bg+TcluYlVXPHHsd0ywNlKkeshULqlB5orOCX645h0lPS3pmK0w7f0dEJ5gIavUU6pcX0XmciyvmvsFESzO//utFTL5lLRIwP+5h0oAn0TbNwZNd07ljzRlU/8lNi8MVla3RMgQdyjHJT83n0OI05qetJU9RWPjaDUxrHjxkNsfSNRJFHDaGW++jWeswsnpPBTNuvItttw79VCM/NZ/6CHq/5iffYt1tDxh6H4LRrPdkaF1+uGVYytZLPA3GaAnObyi9L6isQzs0NWq9R9oR5huBl1+RUn7Se1wIMT3WCgwnUsoXgBeEEL/DP6T87IBTOoD1UkqHEOJ1oNerrMI/L/FnvSGEpJTvA8cIIb6Dfwj+7hAm24GtgaHpJiFEfrLrlEwEIuyF+UDzibz+9LHYGyVmh8Ts0GmdaeLzl73Op3P3kpZggxFAt0u8sxwU5HRTld3KzIx6ZtoPMMXcRLHqwSIE27wZXLP+cjxtNvI3qMx8bhc7vj+V+z/7EKelJRYjbCDq1Em0LyymZa5Amd7N7JKd+HSVx148mck/eo8KuZaeCxbz/V//hXPTN/Wl80qNDW64ueZz1L1Syaw/78ZX3zCkvVh6F2NJE4lp83pYv3IqAH/ryuXR6ZX98lRsNrrPPIrGoxUqX3Yi3tlE/s2VLEjbx6e/822m/eO9kGWIdcuqVJBKvY82rcPI6z0VTJvXw8qVm/j/7J13eBzV1YffO7NVXbK6JUtucjc2xjV0O9QEQiAECKEGQsgHaZBCEtIJIQECBAgmhEBIQoAEMAlgMCXggjE2xtjGvUiy1bu278z9/tiVrLK72pVWWpV5/fjR7szcOXd2f3P2zi3nwFaevmohj08r6bY/Gr13JeOvG+A3cMpDt1LEeoYzht6PkSitR+uvu/YsDqSRePxcC5tWTwDoFX9xhbho0P17NHMa76d7iJ1fAl+I6uyDjBDCKqXsyNjdCrhCHLYXyBVCqATmPB4Mbr8B+CtwnRDi34DsEsC8lTChB4OLY9qFEElAZvDYYU9HqqZj7yV7WnMZt8NP8sEWRKsD2e5AN5fh1s3B8AMDx27zcvqU3UxJqmWatYpScyP5qkaSULm7YRF/WX8i9koThZt9JO2pRba2sev2Kbz9ud8yYYBzXYTdhv9TC2gvtNBeJHCW+Cksref0/HVsaihh747x1D41CfuL7zOJgJMov30Z7173227XX6s5eLhxIU+sPYnS5/2MX7Mefx+2e2bn6Ek4pxGPHknBsekUl6Q28Tglx+y9UcTfy55h+R3zKf3xhsC2JXM5Pms7j08rIYXQDmUww08MBonQeyK1DonVeyIJpfdOotB7KDSpU/Tr4d1g7MpY0/tw0Hp/OgRiKRuOrnrXqqZ0X2jVh97fk7eEPGcs/j3S8PTVBHrb5gRTB3bEaKyI+uyDz1lCiI6ew73Aa0KIZ4ATgalCiLuklC8KIR4F3gZ04CohRDGBrDTnAjuA24EXhRC/DR7TCHwZQAhxP4EezPOEEH+UUq4k0HBeTeDzu2loLrX/aFLnr235/KV8GQ6vhZY2O36PiaRdVibsrUW0ttO2eAJNU004SjXmJ4XM0d4vxpkdXJG9jnzVSboiSBJmVKFyZ/1xrHroFEoq/CTtr0XbvQ8/4D1rIds+f1/IFW0xU6wx7c4dzEiqYpr1KJPNTWQpClcfuADTFTpTj2zsdnjrZUt47/q7SQ+GINCkzmavxi17LqdtVQFlKz9AxjEMQ1fiOXxdp5kp+9+VnDJpH/eOf4ODdy5l4vc3cPDpueyY/jhNuiTn4Q2dx5+08n3enWuLWAdLYcwBExJGovSeUK3DiNJ7POmv3sOxRj6HpRBWiOOHovoDZkzqfZhrPVRjMZrFMdGQaP8eaXj6ceBxIcR1UspHe+4XQpwkpXw3akuDgJTyReDFHpsvDnHc08DTPTafHfz77+B/CLF6W0p5M3Bzj23/A07qR5UTgo7kL+XLaPtXAbYmyaSDDtT6emRrG1pDIygqdfMmcd7565lsq2WZ7SjxCp+Zqvg4zuJlt8/Ce+4CNCl4uWEutT+bRN6hWrQ9+zufj9VxWbzwp/tJiVOA18m2Zu4rXIdH+mjU/bzcPo2HHz2f/HtD9yDc96sHOoPLeqSPFx3ZfH/9RZQ+Bblr1sclrHEszqS/NO0ws/jSjygHTl51JVec8xbmczU+k/oIX9x/Ho6Tjy36FyfM5t2vCNbIn8S1DokkUXpPpNZheOp9KOiP3uHjqM4dj+HEwWYs6j3RWu+5GKU/+uivphLt36NZPd2rwRjkZwwsM8yYYc+2pChidW0dNPs6Oq1uK0n1OvZ6L2pVI1pNHVIL3NJqWgq+ZMkM+1EKTU3Y4jg5OZD31MzlH1xF7pN2zG1+rIfqMR/6oMtgSoB9fyiOa0YABUG77uHCa2/G/NoHAOSHmaO094njWWTdCoBT97KypYw/vHoW0x+uQdt3MGSZaEjUj42akc4Pt7zFVPM6NCnZ60/h26VLgYBDabpyKfULdLInN5L1+fK42h6rek+k1mF46D1RxKr3SI2EFeIiDv9sGU0n1ME5ke0mWuswNvU+nLQeyccPVlidRPr3gaT2CJ+c0GDY0dSQQsH7R9CqqvH7j83aUObNxJWfjKmknWX2g2QokKIMPEVgBwJBpd+Ff38KyRv2oNU3hJwz4jl7IR+f/BBd0zjFgy3e1E6nEonXT70fSMGpe3mgaRZ/fmEFU+/ajtY2uCsoB2tVddXls1hifQtVBIZjLr3hOqxs6tz/7h33c8Dno0W3cuTjTF6fGvo8f9uzkFbdztVpFSgIprx6PWXX9v15JppE6D3RWofhr/fBIla9ryybBHTvSdz7h8Xc8elngnp/IKD3P99p6D0Midb7cNB6rA3GeDFY/j2aYeqBPHKMlNGLMY8mJcJhwl9RifR3v61dBcm0jTdRkNnKRJONXDV5wCume/K3lhOY+mQDWn2oiEhw8M6lPP7He7skio8fT9cvibi/+Yql3HNoA5PNKXikj8dapvLnF1Yw8eeb0UfoDyiA41OObqsqT/v1um7772+azg/LzydPdXFhSivvH5rQ6xyr9s/mS2Wb+Nr0d9DRUYXCwbP/xGPlawe9/gMhkXpPpNZh8PS+Rj7HGvlczDHihopY9X7Hwfc5euuyzv0Lt2o8cNYTPD6thEd+f76h9ygxfHtsxGvkabD8u1Y1hcMV+RFtD6Sn8dAAyhoMEQe8qVy2/7Nk7Oj9fCCsVmoXmHEV+Vmefbgzi0C8eWL7Eibt3Bpyn6loPJsuv2fQ8o5ufOY4CsIMW4gFs3j1V3eTqSahSZ0XHdnc9+rZTL1rO/oQLAAYzCfR781b3e19lskBWAAwFRfxyKtFKH7By9kz+HpGBQusFrSqKd3KqAWdkbY47PcyY0JgAv2lG75CIPLU8CPRek+k1mF4630w6Y/eP/7WQ/CtDs1/zKwHbqSI9WQ/soHDtxl6jwbDtyeGwffv/wprO2xPoxDiJ0KI20P9B5BS9ieVoMEQ46m1UfvQRPKf3tVrn5qTzUnnfcg/z3yQ72SvG5RAqy6pM+Gx8E+2h+/PiPvcrg7apaTg7vBhM6av3E2mGsi9udmr8f31F1H2cE1cnkJTyUzY0IU/O5lLU7vPY7n37bM6Xx/97AQm3/Ie+7/3HW6e8RZT/vY1IDBB3Cd7zkYKMGPCsRhe/1j6J/bev3gQaj5wEqn3RGodBlfvw3khSLR6n/j9DayaOS6s3r9xxQsA6CfO48I/3Nq5vW5Zs6H3EIxV395f4nUPxerfO2I5xuLfPcXhQzJFUtHbwP+ACYAPeI9Aqr7e/ZwGwxbVrZG+uxWtKcSwkt9PiuohR/FgHaTI/Afq8jC90Tu7SAeLCwce/kGGmSlRWZkbsdxlWYGwBLWag1v2XEzpU4zIRQA9KcqvJ0mxdNtmagl8v4d+tZSC16u7NVoP3vIdqvztvc6jVU3p/N8TxTc8pzQnUu9DofVI8dQGW+8rxEWkkhn18UNFNHrvyuRbN4TU+/XpR1l9dCuvP/MXCn+7nhXios4fekPvvRnrvj1SDMaenQLxfOiK1b8DMfv3SJMPwypJSvm/YGiZCVLKX0spX5NS/gYoCVfGYBjidKNv3Rlyl7+6hrcfWcwZ/7iVW46sGJQAzuZqR8T95Y7+/whpUscnNfQwCleaItv2SRWf1FjZtIC2lwowrwnvAOPNYPbcpCm9P4//fOl3AHzh3LUgev8AbvLkRkwpdlbxN7q9X7K0d8/GsCCBeh8Krbtk+KG1eOk91I9eqG3DhVj03nEdfendVFzU7b2h996MZd+eyIenwfDvPUlJCZ8uNJrHjwohxCNCiBuEEH8EKqOyajAiyF65gbKHK3lj97RuGQWGisp3ivtd1o9GvebCLfvXC/BA1Qq2eTUeW38y+X/a0u96DDda9N6fR5k5mV8c3MSJKXvYd3Vut0brCnER0y11vcp05f51/+z2/omSN+NT2SEmkXqPh9Z3+/rfYxSr3odzQ7Er0ei9J33qfe3TKLOnA7Dv3iWG3vvBWPXt8egQiLToLFb/Dn3rfU9598UvpZbwie6iidN4rRBiITAJeExKuamvMgYjDL+WsLXwE362nj9+cTw3ZByJqZxPajh1H4f9dhy6tV+2N6+bxi3zUylaLdDd4Z+sIhGP1aTx7nWs2R56HtFMs8YJf72GH138LH/7QdGxobd5Mykzb414zsnmlNDDGCORBOk9Hlrf7C4F+hd3bSB679DKRvlGv2wPJtHqHYK5eefNpMz894jnnGxO4ZXXOvJBbGVggUYSzAjWeyJ9e7RECgA/GCNK/fPvfeu9q39fdGb4xH9CyshqEkIUAhcCGQRjM0opfx6xkEE3hBB1QPxy84WmREqZkyDbibY/Vm2HtG9856PadqLtj1XbIe0b3/motp1o+8PONkTXaNwE3AMc7dgWnOtoYGBgYGBgYGAwRogmTuMhKeU/Br0mBgYGBgYGBgYGw5ZoGo1ZQojNQMcSLSmlvGIQ62RgYGBgYGBgYDDMiGZ4uleIHSnlUMwlMDAwMDAwMDAwGCZE02gUwOlAIccWwjw5+FUbPZgtydJmixzXadrE+oj79+5Mi7jfpbXh1V291uKPy1LkhOJjHcqalLRLCx7djEloWIQfBYlJ6KhIhBAoBJLRdz2Z6JGCyis1drfkYW0M6Ket/Wh9qImz2VmqLC0O5B1t0UXYlV+REDYrulVFswh0C0iLjtXsJ8vsxCz8HK3UcDR5e117V9s7qnMw10aO7RUNvrxk8rKb8aPQukPFjQOv9ES0vftQNqLVGfG8HauwO+J/+SbbmJXcCAQ+66O+dNo8VoQAi8kPe3wd5Xp97hZhlTaSQ543kv1oYo91PS6UbRj9ene7m/H6HBG/88HSulO3cnRnS5/32o7qHNy10UVHi/S990fvm7d5+jxvLztR6D2cbSHEUK0N7vW5D4XWAVr9dSG/89Gu90T6dgjv44bCv4fT+1D493C2Ibrh6WeAXQRWUP+bQHBvo9EYAzZbJguW/F/EY9588rGI+8+Zf0bE/Rvqnw25fdx4C3e9UMo4xUme6sMtYacvm2pfBhmqk3xTMzbhJ0Pxkq4IVARWYUIVAgWlM19pzxRUB33tLH/hW5Q92Ybw67y29Rche5+dpkJKHz6XZyYFQnWcWTgv4nV0Rc3MRJ9SRFtpEm3FKs7xOsp4J7MLqzgxaz8+qfJRaxFHrngpZHmfK5fUey/jpenP8XjrZFbNHBe17VCIhXNo/pmL/8x5gjXOIh6fVhI2BIm3KR3PX/6PNxb8id/WL2Xr/Mjn7gjbsFgsB6B1yRLe+e2DIYOxrnIk8eDUso5yvT53H158dA8C3TU0UM8wED1t91XPNppYIS4KaRtGv9437lgZ0vZQaH1XQy5HP/urkJ97T73fPKPvRmOkkCD91XteUSAlWc9wVJFsRaP3YRDup9fnPhRaB1hd/VDI73y06z2cb29o0mlo8tB2ZMKg+XYI7V+72q+pLBg0/x5O7139e9APd/XJIe+zNfK5mPx7pAZmNI3GHCnlF4QQJ0kpfySEWBVFGYNhQptu543WWcxKOkKSLRDfLUNxopolqYqLHNWFGUmyIrAFBdwhZAURMV+p4hUoLU6EP3zQWFOdg5YTGziTeZ3bhNmCjJA03pSfB3Yb7knZtE6w4BgvcI33k1bQxvH5lZyYvpcFtsO4pYnZ9gqed4eWsXR7MK0o5wIWhbUVC/svTOH3Zc+SrSZzSWoT2m6FjWXhj8//3Cd8iU8BkWN5hdqe/swHtP/G05k/tSvnJTsZf/B9bpvYv+vqWpdIwZsj1Xm4Bn0eCr2jhc6sMRRav3njVWHP1VPvA40RF6vet5//C/K62A2VVSZcnaLR+/LS/l7J6GW06z2cb+/ggqLB8+1PTus7OPmXivv276H2xUvvXe+xjtc977NwvjrU/di1ERqOaCKW+oUQVuCIEOJ2YHwUZQyGEWZFQ0VHC0bXNwuNJMWDhkKjZqNOt1LhN7PPJziqaXikr/MJFMCpe9nmdfOa08w2rxuP9KEDigbC4wNPeCcRCunzUvvidFZsb0PN656twVSQz96bJ9E6L5/GGVZaysA9xUPxpDpWFO/m/HEfcmrSPqaYJQuscG6SGzXG2K2HfrWUR8vXhtwejtr/W8bZKz7gNNuxSPlfSm3AnxM+sXsoDj49l8dC2N77lwXd3ku/H7fUeccNrznNNGndhz/mWUzs/92SkDYiPSWGciahfuR7vu567GCmQIwHg673GNKxxVvrGbvCZ8hoo6nbD0fH60TpfYW4iMn//DmHK/J77euP3j1Fsd1rY4XRrPdwvj2VzJB+KJ5ar/ta+DIQuoEYzr/3ZKB676vzoeP+H4yH+2h6Gs+SUvqFENcDZwKPAQghpkop98a9RgZxxa54mWE7So6pFR0BEjIUL+Blr28c77RNp81vo9adQovXTmlKI9/MW8N087Ehiz0+ySWbrkPsSIXZbTy3cCVmIVCdAv+RKtBjT0/l2prFnFmVfP79j8hSjj27mIXC0k3X0ODIwJ2vYStwMDu3hgvztpCquNjnyecMe2NwiCVQzuSMzX7pDzfw1X98hSt2v854UxMfu4s5P3UHE0xbmZT6VabevLHb8TnrM/hO7qP8o34Jao+8nro5OpudN/kl27iWE7nwk1qW2A9Q4c9gsbWBbHUrEx+5jrKvHku49GTLfN6cc8xxPFa+lg88+Xxvy+dJfzmZ5Aua+7YXpGtjIhLDtQcxWoZC71Lzx1SneGo9Z3P49F4d9PwOh0rvoX7I9n/xdkqAh3edHNT7rn7rXbH+rs9rH2uMdr0n0rc78yOnMOzaUxfJv//NWkC2mszElxbGRe8dnQKhOgC63vs9h6t77utZvuu1RPod6LOnUUrpD/51SCn/LaXsyAn0SF9lDRKPGY18Uwupihst+HRpE5IMBdy6hd2teWxvLGBHdQH7ynP5qL6QBt3ebdiiVktB7EyleI0TuTOVOi0gdMVHvxqMACU/Wc+9U2Zwxr9uQUOSqSaRqSaRotjYuugpUpbVkTelnk8VH+TkcXtx62aerl3Myp2f4h9tE7oPqzhjTxOlb9/Fk9OKOcnm56bMw0wwpQCw98KHSX4nMO+5/eIlfGlXJQ8Uv8zKqlM4fPs0lm6+HJ8MXLNT9yKifwjvxr9m5DLXYuPcJDfZauDzPPjZR0lfG5ibU3Pzsm4ORZk3k8t3Xc7DU6dQ+sVtZD6xgfZ2W9T2Qg1DdHUc4VJgdT1mMJ9e48Vw1Hs8tS4374jKZs8fhdGgdz1Ezt2xzmjXeyJ9u3kAa2sSpfee/jyWUaFo/Xs0PY3hMO7gEYAqdDIUF1ahYRM6qgCbEJgRjDc1cULmYZp8SdSkptHoScKiaDxeexJ/U/y4NDPtPiv7G7NJKZeYml1k7LVxzbqrUE0647f6Bla3nBxsdQqVfhPfrjyZLIuT09N2cmZSC+cW7cAsNKbYqtnqKOGFunkcPpRD8n4zK/9zAb880Y+pyYSlWQC/6Hcd9vtdnPnmzWS9ZyH1wir+M/Np9q6aSiF12Op9ZKhOflJzCjX3TCbptY3kvAafITi0tmgOUn2037bf9/i46k/foOTFRnZ9J5ktKx6g7ezAUL+3y4LKih8t452v/hazUPj6+rP5qKaQJYWHuSfvIebGYK9n4y/UvkjvQz3FDjeGq97jpfUi1g/o8xlqvXfV0UD1PuXaugFd+2hktOs9kb7d87nIi/L7apC97/GxtDSwjmbCX349qHoPNbLU1UdH24vYwUAXwoQjASnQDWLFLKDQ5Efh2ARoMyqqEMy2+JiUuRmvlOiAJuG5tuN4ZPWnSa5QsLRKbM06mS6dpH01UFNPVkUVmS9K8Pn6nQheHZeFLMrDOT4FT5bkmo+voPlgJkqOm+qSNHILXmdx8n7y1VZapZV/7z0O7VAKWfsha6cL0+bdZDzpRCyYhdy8gyN9mwzLTSWfoozNgTePwGnXfAv3dIn/9AUculrn6drFHHxwGmnPv9erbO3CVFJaXP22/eOJCylmPTpQdjVcwjJYVArvf8ykFQfx/RLqv7qU92+4hxQl8FT6VOnb3Gafy7/2zOPW/Nf6bbsn0TiSrg5nODYYYfjpPd5aj0QqmREnsMPI1ru135ZHL6Nd74n07Z86/WP2D8D+jycupGPBfdnVmxOq9778ds+h6kh+ZCCNxv61GKJACFEI/AeYCaQE51TeCpxP4Fu4SkrpE0J8Cfg60AhcJqVsFUKcDvwqWL8vSylDxp0QQrwInAJcJKVcE9zWq6wQYjbwRwI9q1+TUm4L1u8pwAbc3lE+HIrXj/1AQ8Rr7itcweqjkRsIi84MPddJAGYEihCYCTiVjnALVqFgF5bgtsCQQKrixtyikFylY3bqmBwaqtuPaHeiOZ1If2zzW7qiZo9Djs/FVZCCI8+EK1cgpKSpIYWcKQ1Mz6rh+LTACsCPXBO4v34qe47mYd1hZ9w+nfTtjWg796ADal4uNzz9POvay9g4r99V6kXWX97nqu21HFqRDY3FlN9bRtpzvZ3Kbw5upMS0noVv9/9HNBQ5v69gR910ck/dBcBTP7ibFOXYCrtry0+kckk7pWzjJj4F9L/xFs0Ku/5g6H3wtN5XaI9YFymNJL1vlClxtR0PhkLrAGpB6O2jXe+J9O2vuwoGHFuw5/04VHrvOTwdrX+P5rg+G41CiKuklH8RQiwEfgb8WUr5nJTynKhq0T8ageXA88E65ACnSSlPFEJ8D/icEOIF4AbgZAIxJL8K/Bb4MXAGgQbnDwg0KkNxQ7BMV0KV/QVwKaADDxFouH4f+BGwjUDjNmKjMZEoPeJydd0OveNztek2bI2QXO2hZoEd9yI3vmYb0/6UjayqRs3LpeGMyWhWyP6wte85VkJgGl+Ilp+JMy8JZ64JV47APU7iz/GSkd3O1HF1zEur5Likw0w1N5CjCL5VOZea/dnYqlSsTZL0HU1oO/d0ntaxsJTzkl/jvOStPDAp9qCyoVDLJnPw0jya/G9S702h1W2j4VSY2uM+8p61kDmWLbzgyKHG089JXmHY3ZiLX1fwL1/AgQtVznnzBFYvv48yc+BJ9H/rZjOZ3o4uFiKtvOv5RDrcV0r3JKF6HwKtl/3jSrgkPg38wdB7rLoZCr2PZka73hPp2+/dvwI6eipDECmEVDii0ftBeUuMV9edcPPTO+rc9W+4YyPFRI2mp/Fy4C/A/wHXAi8xkO6NKJBSugG3OLaaaRHwdvD1GuAyArmwPw72Qq4BVgohkgCXlLIN2CiEuFMIoQIvA9cAs4GzpZTflFJWdTk/ocoGd2VJKSuCx6QHt80FviGllEKINiFEarDcsEMAVtH9a44Um8upWbE265hr23EUWXll6cO86Sjjny+cgwUgO5O6FR5S011UJWdSoM9C6DpsDXPCFDuti4rxpCsBh5Ij8Wd7SctyMDmrnjnpR5lrr2CqpZZCVSNVsbDBbaWhOYXN59/bLY7Vqdddh/W/gdVntv+8z/dq5vGbvK1YDgys90Mdl0XNhdNwndHGddNf5dmK+Twy42/MnWCD48F3gca0169n6lUBB1I/28yz7eP44fufw+99aEC2ezI5s55fFa0i6XG49vjz0eobuIlP8dtD7zHXYuNPn1vJr78TeSZj19ArEP0PeKinzP44xkQyJHr/ZF3okw2B1ide+tGAhsxgaPQerW7iofexzGjXeyJ9u95HjMj+EI3el3878jk6/Hs8/HLP80Qz5zGaTyVFCHEy0B5saA08X0/sZAAd41EtQGaYbZldtgGoUkpNCPFt4GEgDTg3jI1eZYN/u96BHa9VeSz/YoftYdlobNDM/LUtH00qaCikKS4W2yqYaD7W9e2RPl5xZrKubSob60ppL1LQTdmYxjtIFZJiSwP1c80UH5hM7ZIsCvNqKExp4YMpaZjcaYHZrVtD2/dkSxq+FJBMit2DHShKbWZmWjWz7ZVMtdRQqHpJVyyYhZln2nP5yQfn8eelj/cKfPr2o492G+pZ9eIyfnP9VsrmRk7hVP7TZUz4ae8FBGrZZKqX59J6opur5rzFaSk7uXrj1Vw8YwtzLcdWJpuFyt5PP8qUh28ARfKNE1/mR5vPZ8qDGo3VkYdzKn+wjKJfr++zB0Z+ah7Vi5OYl7SeLEVhwRs3MbX+2FPudT/+Fht/8zCzLbHLLFKWgFD0HLYeSQ3HodC7r7x3FgcYGq2vPro17FBlB4nU+/Tb7mHXHX386jG4eh9LjHa9J9K3qw0tlPfx+Xf4976IpPc18jnml4BWNYXZlraYhpT7+l0JdY5I/j0uw9PAt4BzgF8IIWwEUgkONc0cCyqeFnzfHHzddVtTl20QGFJGSrlDCGEHVkspwzV6Q5bt8rfr665xCDpsD0uqWjL5xcufR/ELhB98GRo3nbyGb2cd6DymTvPwrbVfpGiVibZilZzPHmF53m4WJe0nW7Wz2NrA9Vf+l20XFnGifTunp+wkSfGxKzePg6cGArhuDROAaXZqPeuXPoFPajTqXta6ijELjVJzPXmqlwzFhFXYadHdLPzv1xFWnR8u/i9LrRrH2u29Ofzzpez6SuRej6lzHbz86hZUsZV1V+h8+6dfZ9z6apoX5FF/nCB9bgNXT3yZmbZKvvr8dbyx5iTm/vAgP8nZ2su2juTxM/5EsamV6/dexrTvVOOvqkbK0IHNp851sHr1VmArT1+VyZoemTQUm432s4+j9niFklddiHVbGffTEuYnHeYz3/k2U5/pPiSX8dcN8BuCKdoiN+JSyexMGRUpG0AoIq2aHgmrp4dC7w++E3o+ZSK1DsNJ7ws707B10F+9n/LQrQNeMT6aGat6HwqtRwo2dPxcC5tWTwAe4umrMges9w6i1XtfD/Hh4i5G49/78u0RG40iMH77EynlWV023xextoPDJuBG4C5gBfAesAeYHRx+XgG8J6V0CiHsQogUAvMSdwIIIc4GPgFWCCEelVL2yiAfrizQKIQoItBgbAlu2yaEWEpgTmOalLLviLsJQvFBSoWC4gXVK3HlmDjiyQBAkzoe6adRN2Ett5L61g7EKdNYmn2QH2XvCp5BJVtN5qbMw5B5uHMbqMy1tEBK4CO5LYx9HUmL7qZFlxzRUqjzp3FR6g5Sgw5FQbDsB1/Hb4OZa6o4dEkh155RTSSnArDj2gfpK8yo6JIma4kVJn51NxWXZfDpgnc5I/VjZprdXLzni7xySRmT696j8gfLeGvyml62azUHDzcuxCdVfpbzEfrv8vBXbQphsbvtDi5JbeLxrjfrG0X8vewZlt8xn9IfbwhsWzKX47O28/i0ElLCzOHSYsjM0EFfDiCSQwl3/HBmKPT+L5MnpO1Eah2Gmd7p8iM6AL1H04szlhmrek+k1jvsdzBQvXf4VE1uiUrvXcPhROvfo/XbHcf1O+ROcM7eXiHEFwnMCO3ouTsQqdxAEUKYgVeA44DVBNok7wgh1gLlwO+Dq6cfBd4l0Et4WbD4r4DXCayAvlIIkQp8l8Cw9Czg7uD2+4HPAOcJIf4opVzZs2zwfD8BniYwfaRjUc1dwJOAPbh/2CJS/SinNuLXFTyaQnqyi5PSApOOH2st4q4tZyJrrJS+40FrbsHa4MWpW+Jm3yNhiyeDA95ctjmK+aC2mGuP20uSErDRpDmxN/ix/ncTctY03vrab4Hw6ZOWfeRl/XGWiPN2jtnWKPe3c9Rv5z+t80g1eXh59t9IEVZUodCiC5TlFZ1PlGtv/B1wbNhEkzqbvRq37LmctlUF5Gxx8K0HbFhe7dup1Glmyv53JadM2se949/g4J1Lmfj9DRx8ei47pj9Oky7JeXhD5/EnrXyfd+dGDtZ9wgeXAb/s03bXOY2Rhh1iaTAOx17FUCRS74nUesD+6NH7GvkclkJYIY6P6trHKmNV74nUOgyef89lV8RjOgiVX7prA3EwH+6jmtMInBX8D4EZbNcMWo0AKaWPQO9hVzYCv+lx3F+Bv/bYtobeq5lPC/7dRLAxKKW8Gbi5r7JSym3AiT22VQKnR3c1iaUsqYHXjn+sc1xdAVIVC2DmycNLKLvDibbjw87jzTWtOPzxixBlEbDM1sYpdidKejnTNtyIOk9Q7m/nsabFvH7HSWRuq8QPaDt2M06JvFrutuyPOfXVL/BgcwNfz6iIeKwqBAWqnTxV5+9+G2t2Tie9eB3l/nZ+dOQc6k7z0jVyVJpy7Kb2SB8vOrL5/vqLKH0KctcEngA33bOEtChWczbtMLP40o8oB05edSVXnPMW5nM1PpP6CF/cfx6Ok48FbhUnzObdrwjg44jnzD0/OofSlWiHocOVDRc0driSSL0nUusw+vTeQYeGI/V+jFXGqt4TqXVIrH/vGkOxq38P9XogiyDD0WejUUp5tRBiPFAIfEDX5rpBVEiPF/+BQwM6R1+xvvbI0LHCTCidaYx64vSaSavpMVJfU8//DkzhDns9PqnikypZJgdnp2xnhiWJrR4Pz7WcgEsz89mMrZxqjzxkqiKwi2NPj9PnVFCjeTj7j9+l6I71pPIen9rm4vy0rdz66S9R9tZ89p/+eK/zTPn7DZywdA/v7ytl6pVbWMU4Lq/cQ3oER2RCCQa8Vbm74D2+kv0u69wWfj7pRDrWPJXfvgxPjsbUmzZS9uyN7L/4jzh1LytbyvjDq2cx/eEatH0HO8/Z8vl22i6axfjP953OTc1I54db3mKqeR2alOz1p/Dt0qVAwKE0XbmU+gU62ZMbyfp8ebdo+aFu+sM/W8aCE6aSee7ePm/yWHoYQy12iTSPsS/bY1XvidR6x7WPVL33ZIW4iMM/W0bTCXWBGfXDlKHQeoB9IbeOVb0nWusQX71DwL+nnVBH5rl7+7QdKWxaLISLsjGg4N5CiNsIhKqZBpxAINzO2THVzGBY4nRb0Oq7//hqra1MvPQj/qekdOYdNRWU8Y9HT2DT8c9w8XvXM/HSjwCdl+78Klsvv69zOCIUXeeeALw87WVWOXIpuuPY3I0k1UOZ2cKBL+cx5fINTPzj9Rw8b2Xn/snP3MCUW96jCZhKY+f2S8+8ipo7JYLf9XmtZqEy16Iy88EbKe4y0XjT9fdgFxbOvWUpU775Hk+elU2VL5PHn19B2X270RoaEW+O58bit9BR+GzSFgCmPHY9Zdd+ENFm1eWzWGJ9C1UEnPqlN1yHlWPDH+/ecT8HfD5adCtHPs5kZdmkXufY+4fF3PHpZ2jV7Vyd9gAKgimPXQ/XhG+4hZvz0ld8xr7mxox04qX3cAyF1t+d/1RU1zqS9N5VnyH1/uc7Kbv2g4ix4wx6Mxr0Plx9Owyuf49kP1b/3kGo1IKh5jz21SkQzWSZT0spLwNag2Fm4jfhzSCh+P0RJiR3SVTvr6qmcW8WAKbtx55qC9/x44u4xiw00y11qLOmdb5/ZVYGn520jJLbA3NAym54nzML53X+n/LNwJDBgTuXcvAfx3WW03bspqkxJaYk6Hdc1T3G/6k/+xZTXroB6fNz5HvL8EkT6aoTT67GngcmcP2eA1w1fj0PTi3jp/dfgY5EFQoHz/4TDxxeh7CEvx0cn3J0c6qn/bp7vLP7m6bzw/LzyVNdXJjSyh0H3+forcsAOP2kX/KDjy7ggbOe4PFpJTxy7/no6J22D1fkxzy5OdZjot02UkiE3uOt9Y5UcdESd71bB0fvAAu3asf0/vvuen+sfG1M120wOvSeSN9uKimOaG8getdPnNdd7/f2X+99+eRI+/szVz2aOY3e4PC0FELkAaGXUhmMOOYWHaH2osWkHHaiOL0IlyfsUMv0uw4xp+pGCjYf+/qT9tSz/KffRioA34na7tvOqWg7dh/b8EYRVxWt48lzT+02XNAV08QSdn35QTZ7NX7MQs7b2UC7ZuOe1Ae54nfRp0E3i+5x5nI2NpFakUrl9xdz1WWruTytAqswc0OXp+E599xIIevJe2A9Vbe6OO2dm8h4x0bOJeVIb/hEU9+bt7rb+yyTg45nLlNxEY+8WoTiF7ycPYOvZ1SwwGrh4289FAhyFQx8OeuBG9klvw2PPMfhHxZwzSdfpHFtPsefs5P+RnrqOfelZ8qpaMuONOKl911H743aZry17pGx/IwOgt49g6H3KcESHzPrgRspYj3Zj2zg8G1eZkwIrOi9dMNXgH/FdO1jndGg94T69sOR51XGy78XsZ7slRs4/MOeev9T1NfelUjhdUJt71muL6JpNN5IYMVxJvB74KaozmwwbNGkjo7k7pLn2firYhy6FZ9U0VC4+61zmPr1jb3K+KuqKbyrGoBD/5xLYVYLlk8fZFwYRxCJWt+xcJgvHwnE2gK45J3nOWfO6WgNjb3K+A8eZubaqyj94jb+c2RzZ4+LT1rYXZ0Xte3btl9APp8AcPaOZr6Z+TQA77jhgDcXqzDjkT6Uzjkz8J2vPMc/fldI9TeXccVXFzLllcAQhFwJoswc0o4/O5lLU8vp2jF/79tnMZXAZ3v0sxOYfEsg6PfN34N7f3c3+770cC/b37jiBb52R6D8jAlVwF2sEBdR90vYe/9iuCm2Rlx/s76M5MZivPVuChvqtTfx1vrC39wE9B08u4MB6/1rC5ny3/jpHWDV98dx728/E1bv//p1LvqJ87jwD8s6r7VuWTOe4vArbw2OMZr0nkjfrr5VCKeGtjUYep8x4ZiPrVvWjKW4KOprD0d/08H2O+ROkAwp5SUxWTQYNjikZLPHS57qpUBN6tadPsGUxMTU7hNeV47vO+RkZqqTsvRaDvWzTlOsNbwbjGvVM7zCvDX1bJ4fetZE6Re3AcfyqkJgPotmDx1wOBQuV+AmL799Gd/MDASQrdUc/Gjv5TS9XsCKm+8iT7V3s3FVWi1XHa0FtvaatO7VQg8BFeXXk6R0v+lNLYHrOvSrpUz+S/fgsZNv3UDVF9vJUruvbLw+/SjXVwV6YtSC7pPhFV9svU5diTWRfddyPefGDCeGm97jrfWWOb6Y7I9IvR892mm7sOuPXfSdTmOG0a73RPr2iuaMsLYGQ+8dmZ46G3j91HusDcSe8xrjMafxMiHEm0KI3wohFsdUG4OEU3koh1u+9nVOev2bVGmBlEyqUFB6TGLuwK/1LYn0c/ZxaFH/c4JektpE6rvZVN62rNe+X+Ru7bP87PWBEJqa1Pmv04bdFr1jWX/iQ7BoDhdf+D8AfFJjZdMC2l4qoPB369niycUs1LCxwoS1+02fawud5ixN6X3H/+dLgUndXzh3LQTznneNqbXJE3ga7mveWsdNvWRp6BAN4Va+hXrqjGY+TCyTpBPNcNN7vLU+p6zv0DtdGajeFVv32HID1TscS13Wl95NPXpaUlLcIY8by4x2vSfSt980/e2wtmLRewd96f2sCd/s5mvD6b0v/96VWOc7RuPf+1SQlPI7UsrTgX8AXxJCxD4eaZAwRJsTy6ubmPC8Qr12bGgp3I0TcfJ0P9izLXSEpl8Ur+LHV/6j1/bZK/8v4vlM+XlkPJ/MzPWX85WKU3jfMZlMU+j8pJW+3raz1WQeevZh5icF5o5s82o8tv5k8v8UWDk3x1Ib0f7De96g/QuBZ6f2VyeRo4bu+WnRezuNMnMyvzi4iRNT9rDv6txe+6db6npt68qe8vzO1/vuXcITJW9GPD4cw73hNxASqfeh0PpFeeFXVQ6G3h/avSZher9/7dMos6cDAb2XWoZt4q2EMdr1PtS+3XHRMa1fn3407LGjWe99NTSjCbmTCpwHXEAgA8pdcamZwZAidIkW01q0wWWGJYnLfncpPyqR7PvSwwC0624mrTyAP0I53+QCXNkKrkY7jnwLc+0VJCuhn0adn3SPgaZOnUTDkjwa50DSUYHja/+kxpeOuVlFKchj1/fymGjeGrHeE80prLvvkWAyza0sCnNczfbQMcZmmjVO+Os1/OjiZ/nbD471pCjHzaCsD9uTzSloVR2LBv5IpGe+nvMUww0rR9uAjDUdVaIZTnqPp9bnWKvCHj9S9L5CXIQybyZl5r9HtD3ZnMIrrz0dfLeVRX8eHt/ncGS06n2offva+x+B+6FjoUo4Bsu/R6P3VDLD+ncgpqHmruWjRQSi6EQ4QIiXgFXA86FyNhv0jRCiDjjc54EDo0RKmZMg24m2P1Zth7RvfOej2nai7Y9V2yHtG9/5qLadaPvDzjZEaDQKIToiUQp6TMkc7NzTBgYGBgYGBgYGw4tIjcaOfD8SuvV7SynloOaeNjAwMDAwMDAwGF70OTwNIIRQgVygVkoZewoQAwMDAwMDAwODEU2fq6eFEJcBawkE+F4nhLh80GtlYGBgYGBgYGAwrIhmIcx64GQppV8IYQbekVIuHZLajRKEEH1250aKwA7hYzN1RcreOcays1Q5oTjyIvlD3rSI+7UDfYdpaPXW1IeaOJudpcrS4tBZJKKlvQ+NVlf6aW7UQl77QG3v3Rn5s3FpbXh116DYDhfSoittNPX63M2WZGmzRdbTtImR17T1dd0Arf66kN+5RViljYFl7xjOenf5W/Bqg/Od96V1gN0fewftXhvOenfjwCs9vWwnUu/R+PY4EfY7H816T6Rvh/A+brTrPdx9DtFlhNGBAqACKAy+N4gzi8XyiPv7G1tvQrGJd17Jj3jMVw6fGXF/y+V931yvHrg75Gqu0mIz76+OnPi9L95zR54Rcc15R0Juj4ftc+afEXH/hvpnB832mUUL+jxmjfbPXp+7zZbJgiWRY6K9+eRjEff3dd0Aq6sfCvmd20juU899MZz1vr7yqZDbh0LrAJ+aeHDQ7rXhrPeN2mshtyda70NESNujXe+J9O0Q/jsf7XoPd59D9Lmn/yCEyASagK9HUcbAwMDAwMDAwGAU0WejUUq5DThfCCGAhUDo3GUGBgYGBgYGBgajlmgWwrwRfPlz4FrgX4NaIwMDAwMDAwMDg2FH39nLjx1TKqX8KpA+iPUxMDAwMDAwMDAYhkTTaDwshHgdWC2EMAFGnEYDAwMDAwMDgzFGNHMarxJCmIIhdxTgvCGol4GBgYGBgYGBwTAimtXTSCn9wb860DKoNTIwMDAwMDAwMBh2RNVoHCsIIWYDKwkMwe8DrpE9op8LIc4AbgdU4E0p5Q+Hom4rxEUR92+Ub4TcvrMhl/lPfCNi2dIfbujDet+BlgfCaVd/JeJ+y+oPIu4/Kpv7bfvMwnkR968+GjpWVgeLzmwdRNub+zyHWtB7m+L1Yz/QMEDbka87nO14MZz1LqW3j/LhGajWAxzst/2RrPdFZzpDbh8Neu8vo13vifTtMLDvfCTrPdJ9Hs2cRgCEEN+N9tgRzG4p5TIp5UnB9yeEOOYtKeWJwaw4y4QQvaLFGxgYGBgYGBiMNqJuNAJnD1othglSSl+Xtx7AJIT4O4AQ4ikhxAkdxwghVKAa6P+jt4GBgYGBgYHBCCGWRmPkvDSjBCHEeUKI7UAu8AFwUAjxCHBUSvlB8Jjrgd1Ag5TSk7jaGhgYGBgYGBgMDVE3GqWUoRNQjjKklKuklLOBI8BngD8SCGp+X5djVgLTgCIhxPyEVNTAwMDAwMDAYAiJpadx1COEsHZ52wq4gDuBbxDIiNN5jJRSAxzBYwwMDAwMDAwMRjVGo7E7Zwkh/ieE+B+QByQBh6WUDwLtQohPA1cLId4WQqwFDkgpjVzcBgYGBgYGBqOemEPuCCHuk1JGXuM/QpFSvgi82GPzv4P7Oq75dQJD1gYGBgYGBgYGY4aYG42jtcE4WrEccUQRp2vw2LMtqc+YURYix+p6tHxtxP3nndPWb9urj26NuL+/JNK29HjxHzg0oHP0VfcA+wZkYzBIpN6HQusAE4v7b9/Qe2gMvcfOWPXtibY/FHrfI8PHgYx5eNpY+GFgYGBgYGBgMPboz5zGuXGvhYGBgYGBgYGBwbAm5kajlPKJwaiIgYGBgYGBgYHB8MVYPW1gYGBgYGBgYNAnRqPRwMDAwMDAwMCgT6JuNAoh7hnMihgYGBgYGBgYGAxfYulpNFZNGxgYGBgYGBiMUWJpNP5q0GphYGBgYGBgYGAwrBFSykTXYdQjhKgDDg+ymRIpZU6CbCfa/li1HdK+8Z2PatuJtj9WbYe0b3zno9p2ou0PO9tgNBoNDAwMDAwMDAyiwFg9bWBgYGBgYGBg0Cf9SSN4/2BUxMDAwMDAwMDAYPhiDE8bGBgYGBgYGBj0iSnWAkKIs6WUrwxGZUYr2VmqnFAc+aM+5E2LuF87oEbc7/K34NVcoud2i7BKG8lR1HJgtNFUH2rirDk9SVrz0lCERBU6ipCYFR0VHZPQsAg/ChKT0FGRCCFQAEHgUrpekEAgkXQ85nilxIdCdaWPlkat17UPxHZPuwB+dDxS4JEmjjRnYW3Wcbub8foccbMNUOVLocmVBEKSn9TKONXbeV6PlOxrzsPaqIOENufRXp/7uCylm940KWmXFjy6uV/X3YFXauxuycPaGPgG2tp724bRr3c3DrzSE1e9QXRaB9jzsSfu99pI0LvbE9p2IvU+FFoHaPXWhPzOhRBD0usjpUyI3hPp2yG8jxvteg93n0M/Go2A3o8yY5oJxSbeeSU/4jFfOXxmxP0tl0d2POsrnwq53UYyi8XyyBWMA2vkcyFXcyUXpHDqnz5PitlDhtmFVfFTYGkhXXWSoTrJNzVjE34yFC/pikBFYBUmVCFQUFC6CFtH0q57qNMlbbqZ1W1z2NJSTM21/wpZp3jZVkXgdn+yNZs7t5+F1mBn1iYT2Ztb2fjJyrja1tH5btWpvLrxOADsBe2kp7fh9ptod1vxuM1MfyeF/LWNCE2yevuven3u48ZbuOuFUsYpTvJUH24JO33ZVPsy+nXdHRz0tbP8hW9R9mQbwq/z2tZfhPzOR7veN8o3Qm4fCq3rUrDnpIcH9V4brnp/b/efQtpOpN6HQusArx64eyhWCsfEaPftQg/v40a73jfuCH2fQz8ajVLK1bGWMRi7WBU/E5KbSFE9pJuc2ISfPHMzaYqbVMVFjurCjCRZEdhE4InbHPzb06no6DTrOnuDN8hLR2ZTsz8bl9M6KLZ73lSr6uaR+UwKxeVO1LZWhMMFWuhnqP7a9klo91tQ2xVMToFpfzpN7jRMLkhv0sjySKx1LSitzrCfeZtu543WWcxKOkKSrRyADMWJapb9uu6uKF6B0uJE+LWwx4xVhkLrROhXGvV610NfvKH3xDDqffsgXPtI0Xu4+xz619NoYBA1ipCkqB5SVTepihub4iNZ8ZCkeLAJP2YkZnFsRZbSZW2WHvyF1NFp0724paRCS+EjZwlHPRlUV2WSclhF8YYwPADbXR2aJnVadTduqVPvSsHSqqE2ORFON9LlAj30j8lArtutmVE9ApMbzO0Sk0uCBG+KgkgGzZqMOcMWOPhg6Gs3KxoqOpoUqEJiFhpJigcNhUbNhiJ0GnWJiiRJ8VOogl1YOss7dS/7/DrV/lTyTW1MM6vogKKB8PjA7w9teAwzFFqP1Ggc7XrX68P/XBl6H3pGvW8fpGsfEXqXRqPRIEHYFS+z7ZUkKR6SFQ9moZGhuLEJDZuQJIlA97lZKJiF2u3m9qPhln6cusYmTy4VvnG81TCNzTsmYW5SmfofF2LdB1RIx4BsR+q6b9XdvOSYwC5XIYcrsilr9iBa2vBX1wAgZegf0f7aVoWg1plK8lGJpU1iduioHkn9bDPpK6qZkNqEWzPh1YO37prQtmfYjpJjakVHgIQMxQt42esbxztt02nz26h1p9DitVOa0sg389Yw3Xzsuvf4JJdsug6xIxVmt/HcwpWYhUB1CvxHqsI2HsYyQ6F1gJ0DtD9S9a5c7wtr29D70DPafXs8rn2k6l1q4R+Som40CiH+LqW8LNrjDQwAzGjkm1qCT2AaZnSSFR2bECgEus8VlM4bC449DWpS4pM6bVJwwJvLHmc+n9TmkbLPRHK1jli3NW62TRybjN61+94tdXa5CtncOAG1yYTibEe63XG97q62ARxeC9YWiaVVw+TSULw6vlQzP5v6IqfafN3qF2oKfVfbGgIFiU1IbELg1i3sbs2j0Z1EXWsK7nYLLbk2GnLsqF2mPddqKYidqRSvcVKupFJ3fDKFpjYUH8YPaBgSqfVY7Y9EvS+ytvRp29D70DFWfftA7MPI13ssPY0FMRxrYACAKnQyFBdWoWETOqoAmxCYEShBZ6KKY2r2SQ2P9ONDcsBnY5e3iEpvFi+Wz6W+LhXbISu5H3ux1Tj7XJEVre2uQwcdN2yL7qJR09jpy+bFA3Pw7ksjYy+ImkZ0hwt1ZhnuojTkhg1xte2XGn5NweaRSEVQN9eGJwuUWa3kqA5UYRvQZz7e1MQJmYdp8iVRk5pGoycJi6LxeO1J/E3x49LMtPus7G/MJqVcYmp2kbHXxjXrrkI16YzfGvrp1yCxWo/FvqF3Q+/xYNT7dgG8+lxc7Y8GvcfSaLwphmMNDAAwCyg0+VE4NhnXjNrpTDpuKj34zyP9HNUEbbqVVS3zef3IdBqbk0l7z07Jfh9JB2rRdu+L6ke0L9vhnkABKv2w1VPCm00zsK5Jo+T1aqhvRGsOPP0d/EI2X77wDfZf0hZ32x6fiaxWP950E9Yz6rhv+r/IUR1MMUd3u0ayPdviY1LmZrxSogOahOfajuOR1Z8muULB0iqxNetkunSS9tVATT1ZFVVkvijB50OP8kl8LJJIrUdj39C7ofd4Mtp9u03x8c6r8bc/0vUedaNRSrk92mOHG0KIQuA/wEwgRUrpF0LcCpxPIPH3VVLKXk3sUOWC2/ss25WdDbnMf+IbEetY+sPQT/DHaIq4V8owM4YTjIDOpy9z8Ebq+QSmo+OTGj4ZWEF3xJ9Js57EnvZc6mvTUJtMJFdr2CvakJVVcbUd2BZ475MaTunFJ3UO+cexzVnM3pYckmp19EMVyI7J8ELgydG4NH0zz6qhJ0zHaluTOjoSn9QwmTR8KSreFIWyzDpOteuAPS7XbRVK54ToDtupihtzi0JylY7ZqWNyaKhuP6LdieZ0HrvuKBmrek+k1qO1H9hm6D1eeh8KrQ9XRrtvT1YEt8bJ/mjRO4ydhTCNwHLgeQAhRA5wmpTyRCHE94DPAc/2VS7GsgYE5rB0TAbuSoczcUsNt5Ts9Gay15vPIXc2ayqm0dpmJ2WTnRmv1SGa2/DX1KHHOLeoq+2uN3O4OFV7fF4erDuNva057NuXT9pOM/YGnay1B9D8ftTscTQvn4ozT2HyjAqyVBW1R4DU/tp2SS8H/NCs2/h08W7evKaMZKuXi3Pej+ma+2O7Tbdha4Tkag81C+y4F7nxNduY9qdsZFU1al4uDWdMRrNC9oetyM07Yq7TWCCRWu9p39C7offBZrT7dnOX3sKB2h9Neu9PRhghR1juQSmlG3CLY+JeBLwdfL0GuEwIsR74M3AO8Etgo5TyhR7lQpbFaDSGRdA9RlRHTC4An9Rp0SUOaeIj9wQ2NZeyrzEb19Ys0uqg8PlD+I8cHZBtq+gu8Ugxqg75M3ltzwxEpY3xm3RSXvwA6fPS6c6yMqg6TSe7qJELC7aQIqydN+pAbTulxl5vAXX+VM7P3MLP8tZjFmpwmCN8ubjY1qxYm3XMte04iqy8svRh3nSU8c8XzsECkJ1J3QoPqekuqpIzKdBnIXQdtsZUrVFPIrXeYd/QexS2Db3HhdHu2yOdb9Tr/ZN1Yc/Xn57Ge4Bv9aPccCIDaA2+bgEypZRHhBDPASsBu5TyB9GWHcR6jhoCc1o0NCSNmoZTqlRrqezyFNLkT+bVozM5cjQLtclE5mGJvUFDq62Pez20YPypBt3FXp+dNt3OLk8BFe4stjQWY9pnx14D9hov0hcYAlXzciEthfqluWQWNjI1s45Cc1PEGzUSn3idrHbMpMWfhEc34ZMqSaqXidY68s0tZChurMLc6ZBjpUEz89e2fDSpoKGQprhYbKtgojml8xiP9PGKM5N1bVPZWFdKe5GCbsrGNN5BqpAUWxqon2um+MBkapdkUZhXQ2FKCx9MScPkTgvEC9zar+qNeoaL1sHQeweG3geP4aL34aB1GB1695WHr1t/MsKM9AYjQDMwPvg6Lfge4CngbiBS3qdwZQ1CIOmYT+KjTZe06Gbed0+m3DOOrc1F7DhYiGgzMe5DhWlbW1HanGgHykHXIsUxjgrRI/q9JnX8aGhS8rarkPsPLKe+NRn1w1Syt/sxt/mZvO8wsrUNrTXwXKBmj2PPdyexZOkuFibvZnnqDjIUN4WqBhFyHPe03ZWH60/hzWcXYq+VmJ0Ss1OncYaJL17+Jp/JPEjSABwKQFVLJr94+fMofoHwgy9D46aT1/DtrAOdx9RpHr619osUrTLRVqyS89kjLM/bzaKk/WSrdhZbG7j+yv+y7cIiTrRv5/SUnSQpPnbl5nHw1FwAtj7S7yqOShKpdTD0buh9aBmrvj2U/a6MBr0/+E5rWPv9GZ6+Wkr5eP8ud9iwCbgRuAtYAbwX3P5T4MfAbcBnYyxrEAKJxCP9OGXAqTToSRxyZ7PPkcOhxiwsRy1YWgSZux3ID3cQz4hoOhKn7u3yXscndXxIDnuzqapLh3oruTv9JL25A93pxN9j5oVISyVzWiMrJ7yGWajBm73vsAgddDizY+8le1pzGbfDT/LBFkSrA9nuQDeX4dbNZKuRnVU0KD5IqVBQvKB6Ja4cE0c8GZ318Ug/jboJa7mV1Ld2IE6ZxtLsg/woe1fwDCrZajI3ZR6GzMOd20BlrqUFUgKrDG8bcE1HF4nUOhh6N/Q+tIx13w6jV+//MnnC2u/P8PSWfpRJKEIIM/AKcBywmsD9/44QYi1QDvxeCHECUCil/J4QQhVCXAf8pWs5IcRtUsqNQohuZYf+ikYONf4kft+4kHJXFofasmh22mnbl4GtTsHaKMk57MPc5kP9+EDUoUWiZadjHCe8dw26LtB1gdQVNJ+C1BTMtWaydoO1VSf1o2r8jkDmATUnB5GSRPusPBpmmXDn6Hy5+J1gRoPQ87nCoUmdv7bl85fyZTi8Flra7Pg9JpJ2WZmwtxbR2k7b4gk0TTXhKNWYn3S475NGgUj1o5zaiF9X8GgK6ckuTkrbA8BjrUXcteVMZI2V0nc8aM0tWBu8OHVLH2c16ItEah0MvRt6H1rGsm+Hsav3/gxPfxQ360NEMCTOih6bNwK/6fL+A+DLwePv6bK9ZzmklL/pUdYgDI3uZP7xyQL8dXbsVSqWFpi6rhm5Y1/nvBJgUH5EzbUKBQ9ZUXw6ik9D+P0obW6Ex4tsd6DVNwDQNeCAd1Yx7UUWaj/t5S8nraTU1E62YsEsYr/pdCR/KV9G278KsDVJJh10oNbXB4ZIGhpBUambN4nzzl/PZFsty2xHgZQ+z9sXZUkNvHb8Y52fqQKkKhbAzJOHl1B2hxNtx4edx5trWnH4rQO2O9ZJpNbB0Luh96FlLPt2GLt6HyshdxKK5YgjilhdoxPpVdArkrE3Cuy1EluLjlLTiN83+HH2FL+OpdaB8PkRXh/4NWRLK5rL3c2pdcVRaKG9SCE7u42ZZgfZav9vch2dVreVpHode70XtaoRraYOqQWGM9S0FHzJkhn2oxSamrANYPJ1V0woYYdBnF4zaTU9JqHX1PO/A1O4w16PT6r4pEqWycHZKduZYUliq8fDcy0n4NLMfDZjazCuWHjGqt4TqXUw9B6Kwdb7WNU6jG3fDmNT7wH7BgaDiK3KTdkdu0DTkFIiXS78MQYT7TceLxwoR3N7+synqebl4ppfQttFbZxZ8gknpe0JPr0NjKaGFAreP4JWVd3tupV5M3HlJ2MqaWeZ/SAZCqQosc2n6Q9Ot6XzKbwDrbWViZd+xP+UlM7PyVRQxj8ePYFNxz/Dxe9dz8RLPwJ0Xrrzq2y9/D6S4vDZjDYSqnUw9B4CQ++Dx1j37TB69R6JqBuNQog3pZSnx34ZBmMZqWloTYnJeCB1Hd3pjOpYrSSP5klmrix7j1uz9ge3mgdkX5MS4TDhr6jstc9VkEx7oYmCzFYmmmwDWk0XC35/BDtdnK+/qprGvaVwPJi2H3uqLXzHj+/yeC/hGB0kUutg6D0Uht4Hj7Hs22Hs6j2WnsbYZ4oaGAwyYv4s2BU+EGk0mEqKOXhmKq5SL9OssaVuC8cBbyqX7f8sGTt6D0kIq5XaBWZcRX6WZx/u1yTs/jK36Ai1Fy0m5bATxelFuDz4DxwKeez0uw4xp+pGCjYfW0mXtKee5T/9NlIB+M6Q1NkggJg/KzCB6YPnBnQeQ++HQh5r6H14MVx9O4x+ve86em9YG7E0Gr8Qw7EGBoOGmpODLMym7oQMWqaC5/6BPcW1LijkjiuepNDUxEyzRqxhF0LhqbVR+9BE8l/b1SvUhJqTzUnnfci1Oe9QavKiioGHYeiLjtynd5c8z8ZfFePQrfikiobC3W+dw9Svb+xVxl9VTeFd1QAc+udcCrNasHz6IOP2HRz0+hoE6Kl1BIElewPA0Luh9+HKSPDtMPr1bpKOsLaibjRKKQcnZYGBQYzoJXm48+w48wX+PA+YBxYq1pWlcJq9jnTFTjyGLQBUt0b67tbQwzd+PymqhxzFg3UQhi0cUrLZ4yVP9VKgJnULQjvBlMTE1O51Wjk+fCDXDjJTnZSl13Io3pU1iEhPrQtl4GHADb0beh+ujATfDmNb7/FZzmNgMESYSoqp+lQa1YtNiONbOHf2djLs0c1t6YmamQlL5tJ+Rjs2Eec1YU43+tadIXf5q2t4+5HFnPGPW7nlyIrO9FfxovJQDrd87euc9Po3qdICn40qFJQwWQz8Wt9uIP2cfRxa5IprPQ0iE0rr583e1u/zGXoP1sfQ+7BkxPh2GNN6709GmAIpZfwmBxgYRImpdAItCwponekjKdvJBZO3cUXme7xrauvX+Xb9soySsmpuK14XTBw/dGSv3EB+STFvFE7DX/Q2ahyf30SbE8urm5hgWkT96WaKgnd5uLRXESdPGySEcFpXkTzQz3Maeg9g6H34MZp8O4xuvffnSq6Iaw0MDKJFiMCcLhF4qQodFdnvacZSlVhVPxaRoNWRfo24JB0Og9AlmrF+bWQSRuvmAXydht4Nhi2jzbfDqNW7kHIQr8oAACFEHRCfHELhKZFS5iTIdqLtj1XbIe0b3/motp1o+2PVdkj7xnc+qm0n2v6wsw39aDQKIX4gpfx1XKplYGBgYGBgYGAwIuhPozFPSlkzSPUxMDAwMDAwMDAYhgzp8LQQ4i0Co/xpQAmwBygDDkkpFw5ZRQwMDAwMDAwMDGJiSEPuSClPC6Yi3A2USik/BZQC+4ayHgYGBgYGBgYGBrExCAGMomI6kAE4gHQCvY2jluwsVZYWDyywaHsfPcLVlX6aG7VeS6nM6UnSmpeGIiSq0FEEmIWGKnRMQsMi/CgE9pmQCCFQABFcldX1hAKBDC4Hk4BP6viCzx27P/bWh5o4axFWaWNwI+K7ceCVnl7XHi/bwmpBt5rQrALdBNIimZ5WgwTKK/WQn/tAbMv0JKaVBGLpf9ySjaWJgG0LSIuO1ewnxeQhRXGzd7un1+feVW9OqVP5cUq/6tHtuoO2c+ztZKlOvChhv/PRrvdwtgdL620EgvWmktnxflDvteGqd0dVGy0hbCdS70OhdQjvXxOpdyHEkAxTSikT4tsj+bjRrvdw9zkkrtF4A/CwECIdaAG+lqB6DAmlxWbeX108oHO8544cOuCa846E3G7NS2PuH64kxeIhzeLGpvoosLWSrrrIMrVTbGkgWXjJUR2kKxoWIUgSKgoKqhDdYlypQkGTOn40NCmp1HxUa4Eb57SJ+0Ku5rKRzGKxvL+XHRUb5Rshtw/YthCo06fgnJRBS4kZ53iJN8/HVQvXc3nG++z1jeO6z/ZOVj9g263w3Rc+ZrldQ5M6U167DsWkk5/TQllGHeNtzUyx1XDUm8mP5/y31+feVW+vOq3cO2VGbPZ7XLejSKIVu5lUWM8lhZsYb25ii7M0pO2e9vvLcNb7V8+rCGl7KLQOsEY+Nzj32jDX+48v2BGyeCL1PhRaB/jUxIMhv/NE6j2RDIXWI/m40a73cPc5JKjRKKXcJIT4GjAe2ATYE1GPsYBJ0clNaiPF7CHD7MKq+Mkzt5KuOslQnWQoTmzCj01o2IRARXQ6FKXH7AWf1GjXPdTpkjbdzOq249nSUowuBaNthoGamYk+pYiW0iTailWc43XI94DDxGmpO9nsGc/rTbNp8jbE33ZGOj/53ldYfv8jqEJh3xmP4kfDqfuo1uBjbwGvN81mc00R8N9e5XdW5XDxgeU8M+kNzkryED71fAjbIa5bGe/kuMIqTszaT70/lTcaZ7CrITek7UQzFHqv8f4rQVc3eIwEvTd5D4Qsb+jd0HssRKv1cP51wPZHgN6bvC+FPUdCGo1CiNuA2cA04ATgX8DZiajLaMeq+JmQ3ESK6iHdFHAgeeZm0hQ3qYqLHNWFGUmyIrAF82Sag3+VLoMXOhIdnWZdZ68vm2pfBi8dmU3N/uxBDWCaCEwTS3BPyqZ1ggXHeIFrvJ+0gjaKM5qxKH52eQp5rX4mHx4qRneF7uUciG1PyTg6YtJ2PPm36V6OaiqbXKW8Uj+bDw8VYyq3hT5HnYOWExs4k3md24TZgvR5w9vNzwO7LeR1H59fyYnpe1lgO4xbmphtr+DmjVfF8arjx1Do3eW0JuTaBouRovdwtg29G3qPlli0Hs6/DtT+SND78+7wTcNEDU9/Wkp5mhDiLSmlFEJYElSPUY8iJCmqh1TVTarixqb4SFY8JCkebMKPOZhlouOZs+vTpx5sDerotOle3FJSoaXwkbOEo54MqqsySTmsjppGo5qRjj65iNYJKbSPV3GMl/gLPBQXNDJvXCVvVUzl85M+4p9HTuDA/jxS9poxOQbHdvNcHz6p4ZMaLbqXw3477zrLeLV6VsD2PjPpB7Wo+3elz0vti9O5bPIm3lo+Ga2mtnOfqSCfvTdNJG+T3uu6F2Yf5qS0PcyxVJOnmrAKMAs3t+8anpk3hkLvSnjf3G/WyOcAWCEuiv/JwzDS9G6KIQ2xoffhrfehpj9azzgQvX+N1f5w17vqDm8rUY1GrxBiPCCFEHmAJ0H1GPXYFS+z7ZUkKR6SFQ9moZGhuIPDFZKk4JCFWSiYg3NdIPAU6kfDLf04dY1NnlwqfON4q2Eam3dMwtykMvU/LsS6DwAInbp9ZCBMJpRJJbgnZNBeZMFRIHAVatgKHMzOrWFx5iE0qTArt5pVh+bQuj+DzD2CcdudVLZFl+Q9VtuFExpwSi/1msYuXzZvt85gQ+1Eju7PwZ7n4Okz76fIBFnPRm/LtTWLObMq+fz7H5GlHPvxMAuFpZuuocGRgTv/2HVfmLeFVMXFPk8+Z9gbsQpTZ37TnM2tA7ruwWIo9F4h49RyShAjVe9XvFrbt4EuGHo39D4QrZu3hR4ejof94a53kzP8PNtENRpvBO4GMoHfAzclqB6jHjMa+aaW4JOnhhmdZEXHJgQKgSGLnnNcOoYtNCnxSZ02KTjgzWWPM59PavNI2WciuVpHrNuawCuLD6ai8fgmZNNWZKe9QMFVIPHlecjPb2Z+9hEWpR4gSfHwvbVfQKg65nIrObslmdua0LftAlv/O8kj2V6We5B9PpWt7om83jgTXQquLlnPtXOrg6VjnwZc8pP13PuTGey7Zwkbv3A32eqx1X9bFz3FUssXSVd0ZmdVMyvlCG7dzH/r57LlSBHpc5xcm17debzcHHqSdqIZqXofqh7Gkax3NcYIcYbeh6/eh4KBal3Ong4fD4794a53nOG7GhO1EGY/cEkibI81VKGTobiwCg2b0FEF2ITAjEARxyZFd+CTGh7px4fkgM/GLm8Rld4sXiyfS31dKrZDVnI/9mKrcaIn8LoGipqTgz4hl/bCZNoLVZx5Ane+n6Q8BzOz61mUeYjjkw6RpHi4/8gK8CgkH7SQudtP6tYq/IcDKwrdWWoflvpne5K1llWt83m5YhbjU1t4YvILpCsDXy+m5uRgq1Oo9Jv4duXJZFmcnJ62kzOTWji3aAdmoTHFVs1WRwkv1M3j8KEckvebWfmfC/jliX5MTSYszYIi1g+4LoOBoffQGHo39A5jQ+/x0vq+L2fCdwfH/nDXO/wirI1ELYT5MXAO0DnWEQz6bRBnzAIKTX4Ujk2ANqN2OpKOp089+M8j/RzVBG26lVUt83n9yHQam5NJe89OyX4fSQdq0XbvG7kOZVwWsigP5/gUHPmmwA2dqyPyXJRkNzNvXCXHJx9irvUIZqHziyPnsm3tVMYdgMxdLkybd+N3BiabtF2yhNxtr8Xddpmlhh8f/ByVjRnkpLVzb+m/SFf6F4srlG1PluSaj6+g+WAmSo6b6pI0cgteZ3HyfvLVVlqllX/vPQ7tUApZ+yFrZ+C6M550IhbMGra9LmDovSeG3g29w9jQe7y1/rVzV3NrDI3G0aT30AHNAiRqePoMKeXSoTImhJgNrAQ0ArFhrgfeAeYA86SUIee7hih3DYHPrM+ysXLa1V+JuN+y+oOI+4/K5pDbBXQ+dZqDMbl6hlvQ0YOTcgOr5474M2nWk9jTnkt9bRpqk4nkag17RRuysiqm6xouqNnjkONzcRWk4Mgz4coVuHMk/hwPObmtTM+q4fi0cubZyplkDsxfuvnghRz892RyKzXSPmlC27mnmzNt+2IrWTv6nuMVq20F2LenAHuOk7/P+CtFpv47lFC2hZQ0NaSQM6Wh0zbAR64J3F8/lT1H87DusDNun0769sbO61bzcrnh6edZ117G1vn9rhJg6H2wMfQ+fPQ+UK0HOBhyq6H3wdP65ekfc+sg2B8Jet84L7zNRDUaNwshzge2E1x7K6Uc+KzT8OyWUi4DEEI8DswDPgf8JsZyJwAfRFl2WKAgghNcu6/+63AkbqnhlpKd3kz2evM55M5mTcU0WtvspGyyM+O1OkRzG/6aOnS97yC0wwohMI0vRMvPxJmXhDPXhCtH4B4n8ed4ychuZ+q4OualVXJc0mGmmhvIUKDCb+Gaj64k5e/p5Na4MG8/jNbQ2O3Ulbct4645f+anhFlV2Q/bOYrALEwsve/bpAiYOLO+fw6ln7a/VTmXmv3Z2KpUrE2S9B0BZ9qBY2Ep5yW/xnnJWyn7x5VwyXOx122QMfRu6N3Q+xjQ+xBofVyk4eJRrvcHJoW/9kQ1GtMJNLw+F3wvCfTiDQpSSl+Xtx6gQkpZI7rcaMHV3H8mMGz+S2CjlPKFEOUk0K3scEbQPS5XRzwuCKSJatElDmniI/cENjWXsq8xG9fWLNLqoPD5Q/iPHE1g7QdIip3WRcW4xim4xwk84yT+bC9pWQ4mZ9UzJ/0oc+0VTLXUkqP4aZOCn1efzuo3jqfoLR/2g3Voe/bT05WW376M/7vkJVbY2/hZuB/RGGwXqhqpioU6zcN3y88ltULHUaDw/JSX6Vd6+KBtT7oScCY5fdve4LbS0JzC5vPvJVNN6jzVqdddh/W/mwCw/ed9vlczj9/kbWXipR+xP/aaDTqG3g29G3ofA3ofAq2rIkJ6yFGud8uB8CMKiVoIc7UQQgVygVop5aA/4gghzgPuAPYAvdIaSCmPCCGeIzAcbZdS/iCaciOFwHwWDQ1Jo6bhlCrVWiq7PIU0+ZN59ehMjhzNQm0ykXlYYm/Q0GrrE13tAeGzCxpmqXgzdfRxXtIzHUzMbGBmWjWz7ZVMtdSQp3rRgX+3z+C+badR+FcrUw/UI8uPojm6h5rQT5lP+Y0a9yz4MyvsbVgjOJVobBeqXtIVC6pQeaq1mF+u/SwTn5U4ZilM/fyezvAHseLJljR8KVD3FLsHO1CU2hzStlmYeaY9l598cB5/Xvp4N4cC8Pajj3Jm4bzO96teXMZvrt/K6qNbUQv6Vb0hwdC7oXdD76NX74nUerT2R7Ley+aGDxKZqIUwlxEIs3MQmCSE+IOU8qnBtCmlXAWsEkI8AHwGeD7EYU8RCAV0Zozlhi2BxPMaTumjTZe06Gbed0+m3DOOrc1F7DhYiGgzMe5DhWlbW1HanGgHykHXRnzMbt0u8c10kp3RTml6IzNSqplhP0KpuZ4cxYNTqvytZT5/3HAqaTvNlHzgxLz7EFpdXbfzCKuVAz85novOXseT49aTqyZFfgqNYHuyuY481YtFCHb5Urhu0xV4m2yM26wy44V97PnuFB664FHOSPJFPH8kZqfWs37pE/ikRqPuZa2rGLPQKDXXk6d6yVBMWIWdFt3Nwv9+HWHV+eHi/7LUqgHhV8ce/vlSdn3loX7Xaygw9G7o3dD76Nd7IrUeyf5Y0Huihqf/DzhJSukXQpgJLCwZtEajEMIqpewIIN5Kl1XbPfgp8GPgNuCzMZQbtkgkHunHKQMOpUFP4pA7m32OHA41ZmE5asHSIsjc7UB+uKNXd/1IxmbzcerkvUxJqmWKtYbxpiZsws8ObyHfPngKDevzsddJJu32Yttfgf9wRa/r9y9fgPOWZp6c9gfmW3WsIro5KHabl9On7GZKUi3TrFWUmhvJVzWShMrdDYv4y/oTsVeaKNzsI2lPLbK1jV23T+Htz/2WCQOYGA2BTA8tupsWXXJES6HOn8ZFqTtIDToTBcGyH3wdvw1mrqni0CWFXHtGNZEcCsCOax+kX8MpQ4ihd0Pvht5Hv94TqXUY23pPVKNRBwqAiuDfwV7hf5YQ4tvB13uB14QQzwAnAlOFEHcBR4BCKeX3hBCqEOI6oLZnOYCeZaWULw5y/ftNjT+J3zcupNyVxaG2LJqddtr2ZWCrU7A2SnIO+zC3+VA/PjAiwyxEwq76yLG0UeHOYtWROaScdYCKHy4DIKlWkl/uxX6gEW3vAfwhyh+9ZRkXffltbs76INitH32MunFmB1dkryNfdZKuCJKEGVWo3Fl/HKseOoWSCj9J+wPhLfyA96yFbPv8faQMMPQCgEfCFk8GB7y5bHMU80FtMdcet5ckJRCYuUlzYm/wY/3vJuSsabz1td8CyWHPt+wjL+uPs/R7OGUoMfRu6N3Q++jXeyK1DmNb74nMCPMHIUQm0AR8fTCNBRt1PRt2F4c49MvB4+/psq1Xg1BKGarssKTRncw/PlmAv86OvUrF0gJT1zUjd+zrluB8NDmUDjyaibW1k6lpTsVXZ8f243ySjkpSK32dDiXck/f+u5fwh/MfY7ndiVkkhTkqPKmKj+MsXnb7LLznLkCTgpcb5lL7s0nkHartNglbHZfFC3+6n5Q4BHcFsAhYZmvjFLsTJb2caRtuRJ0nKPe381jTYl6/4yQyt1XiB7QduyOvEgRuy/6YU1/9Ag82N/D1jIq41HGwMPRu6N3Q++jXeyK1DmNb74laCLMNOD8RthPBnm1J3SabhsJC5Fhdj5avjbj/vHPaQm6XXgW9Ihl7o8BeK7G16Cg1jfi7OJTRitNppXpLPtYGQWa1TsoRN9aD9fgPlUccptnz8CKeOvMhllhBFbFnwABQEViFmcs/uIrcJ+2Y2/xYD9VjPvRBL9v7/lAcl2wAXW3bxbEnx+lzKqjRPJz9x+9SdMd6UnmPT21zcX7aVm799Jcoe2s++09/vNd5pvz9Bk5Yuof395Uy9cotrGIcl1fu6bOuht4Tg6H3odf7UGgdYGJx6O1jVe+J1DqMXb3DEDcahRD3SSm/IYR4F7rPw5VSnjyUdRkr2KrclN2xCzQNKSXS5cLvD9VhP/owt0PhO35s1U6Uimq0+oaQQxVd2fPQIp44c2XQqfR/eEogqPS78O9PIXnDnrC2PWcv5OOTHwL6nnwdi+2udX952suscuRSdMexVGhJqocys4UDX85jyuUbmPjH6zl43srO/ZOfuYEpt7xHEzCVY3HMLj3zKmrulLw7f1DXrfUbQ++G3g29j369J1LrMPr1LvhdWPtD2miUUn4j+PJrUsrtHduFENOGsh5jCalpaE1Nia5GQlBbXFhf2YSEqCaAH7hzKQ+f8WeWWrUBPYV28LeWE5j6ZANafehITQfvXMrqS38b0wTs/jLdUoc667NoO3YD8MqsDF61LqPEswGAshve58wb5nUeP4X3gMBnIkqcTLz0IyAw3NHUeHxnbLjhhqF3Q+9g6H20k2itw+jW+7gIthI10/f+Hu9/mZBaGAwYMX8WYsGsRFcjJFKPfiZP9TeX8dMLngnOc4mPU3li+5JuEfe7Yioaz6bL72GiefAdCsDbzqmdDgWAN4q4atse1CkTw5YxTSxh15cf5KklfwLgvJ0NnP6xg5dOeRCP7H/IiJGMmD8LkmyJrkZIDL0fw9B7fBiuek+01mF0612PEJBpqIenryaQ+WWOEOIdAgHtJYFV1AYjBDUnB1mYTd0JGbRMJfAtRpM+dZjiW7GAc69cy0Up1ZijiNEVDS6pM+GxCDGx7s+I6zyXvqj1pXW+fvnIFlSxFYBL3nmec+ac3iuVFoD/4GFmrr2K0i9u4z9HNnc6XJ+0sPA3NwHf7lVmNNJT7577h2evU7QYejf0HonRpPfB0DqMfr3vrs4La2tIexqllI9LKU8CbpVSniylPCn490tDWQ+DgaGX5OEqSsGZL/DnedHyPX0XGsa0fKON7+Vs7DMLQChkmCeyA3V5mN7YHLbc4sLDMdvqiSajf9qeYq3pfN1zPs+8NeEzQ5R+cRsQSFHWgVmotMwZOz0vPfWOeSSHRR65eg9nOxSG3vvPaNL7QLQeyb+Odr1r9vC2h7TRGOxpBJgghPh51/9DWQ+D/mMqKabqU2lULzYhjm/h3NnbOW/2tkRXq99U/GgZK2c/FfNToSZ1fFIL241vrnaE3N5BuSMzJnuhbLtk9CskL0ltIvXdbCpvW9Zr3y9yt/ZZfvb6Kztt/9dpY07Z2BgcCKX3DHv4FFvDnZGs90hDZj0x9N4/RpPeB6r1SP51tOvdbgt/7UMdcmdL8O+aIbZrEAdMpRNoWVBA60wfSdlOLpi8jSsy30NF8kCiK9cP1GlTWPG5Tcy1xD784kejUfPglqLvg0NQ+U4xzOhX0U7bRzVLyP17toWOPfaL4lV8dOX4Xttnr/w/JrA+RIkApvw8Mp5PZqa4nMVFh5lgb+SivA/4b/+qP2IIp/d3TaHD/Qx3Rrrew9k29B4fRpPe46H1cP41Gka63jNNB8MeP9QLYdKFECcTmMfY87/BcEeIwPxFEXipCh0Vibl/vyMJ59DFuVwzbm3Mk6N9UsOp+zjst+PQrf2yPeFn6/ljc+8bPBbb77kmx1R2hiWJ3zxwKVP+9rXObe26m0krD0S2ObkAV7aCq9GOw29hrr2CJfaBD78Me8LofYTKfcTrPVbbht5jZBTpPR5aj9W/dmWk6z1ZCd/TKKQcuvaaEOInwZfHAUkEeh7nA24p5QVDVpEhRghRBwy21ymRUuYkyHai7Y9V2yHtG9/5qLadaPtj1XZI+8Z3PqptJ9r+sLMNQ9xo7DQqxH+klJ/p8v6/Uspzh7wiBgYGBgYGBgYGUZGo3NNJQohLgQ+BeQR6HQ0MDAwMDAwMDIYpieppzAS+AkwCDgCPSSl7BxIyMDAwMDAwMDAYFiSk0QgghJgLZHS8l1K+k5CKGBgYGBgYGBgY9ElChqeFEP8BjgBHg5skMGobjdlZqiwtHlg0+r070yLud2lteHVXr4Vu5vQkac1LQxESVegoQmJWdFR0TELDIvwoSEwdK+WEQCGQFL3ryTre+dHxSIFHmjjSnIW1ORAAta39aH2oibMWYZU2kgdw5SBsVnSrimYR6BaQJsm45HbGqQ7c0sTRSg1Hk7fXtUdju43ueVtTyezclkrfsbbcOPBKT0jbPrxRn6drXVLJRJ9qYbq9GQCHlFS4M/FrKikWD21uG9ZDzo4yvT73rnrbUZ2DuTZyTLFo8OUlk5fdjB+F1h1qWNs97feX4ax3t7sZr8/RL731RV9ad+pWju5siepei0XH0RJJ7wO59mj0Hs52IvU+FFoHaPXXhfzOR7vew/l2IcRQ9XYNyu9avPS+eVsgscZA7/Geeg9nGxI3p1FIKb+aINtDTmmxmfdXFw/oHOfMPyPi/g31z4bcnlyQwql/+jwpZg8ZZhdWxU+BpYV01UmG6iTf1IxN+MlQvKQrAhWBVZhQhUBB6YwU3xFl/snWbO7cfhZag51Zm0xkb25F6Dqvbf1FyNVcNpJZLJb365rVzEz0KUW0lSbRVqziHK9DvgfNYeKJFY9S7Z/C602z+cdlq0OW77C9Rj7XbfsKcVHn6577ujYiu9a747iuZQE2yjfC2j5FnBfFVYam/vSlbPjJg92i+1f62zn5zVuYf9VmOjz+Gvlcr8/d58ol9d7LeGn6czzeOplVMyOln+8bsXAOzT9z8Z85T7DGWcTj00rC2obRr/eNn6wMaXsotL65poijn/1V3O+1aImk94HYjkbv4Ww3NOk0NHloOzJhyPU+FFoHWF39UMjvfLTrPZxvH0IG5V4biN6Hwr+Hsw2JazS2CCHuBbYTjNEopfxzguoyqrEqfiYkN5Giekg3ObEJP3nmZtIUN6mKixzVhRlJsiKwBWNadcS2UhC9UhKtqptH5jMpFJc7UdtaEQ7XoNTbNLEE96RsWidYcIwXuMb7SStoozijGYviZ5enkNfqZ/LhoWJ0V3iBh6JnQzEUPRuHQ03ev3bjut1LirAB4JE+HmpYxuTH+04dKN0eTCvKuYBFcanL/gtT+H3Zs2SryVyS2oS2W+HJaQP7oRwshkTvWvTpG6MhFq2bym1xtT1cGIjeO7igyND7aNN7rL59pDDc/fvGsvDHD3Vw7w5WA1sBP6AF/xsMAoqQpKgeUlU3qYqbVNVFsuIhSfFgE37MweDcHUJQgq+65qLUpE6T5qTK3069KwVLq4ba5ES0OpDtgf/xQs1IRyyYReu8fBpnWGkpA/cUD8WT6jilaB+HmzKZk36Ufx45gc07J5L0kR1T/MwDoRuMK8RFQ9qQ1BoaccvAbaFJnQ88Kv9edSLK/z7s9zkP/Wopj5avDbk9HLX/t4yzV3zAabbWzm1fSm2g7mvhyySSodA7enzcVX+0nrs5/I9KG029HojWyOeiekhKNAPReyqZIe9NQ+8jX+/x9u3DheHu3/054YfeE9LTKKV8QgixEJgC7JdSvp+IeowF7IqX2fZKkhQPyYoHs9DIUNzYhIZNSJJE30MWrbqblxwT2OUq5HBFNmXNHkRLG/7qmkimY0KYTCiTSnBPyKC9yIKjQOAq1LAVOJidW8PizENoUmFWbjWrDs2hdX8GmXsE47Y7qWwbnN7Orj+2iex5rNKcXLflBkpXteA+eyE117j5xqw3WWI/wILS6M9T+sMN3PD3a7li9xrGm5r42F3M+ak7mGDayqTUrzL15o3djs9Zn8F3ch/lH/VLUEX36S3O/OGZJ2Io9C7lwH5EB6J187bI2R260lW/kaZoDDfC6f3Ixe0xnaf0hxv46j++whW7Xzf0PkL1Pli+fTgRT73Hy7/rEabpJmohzO8JxGbcDFwnhPiylPKmRNRltGNGI9/UEnzy1DCjk6zo2IRAITBkoaCgCoGJYymXug5buKXOLlchmxsnoDaZUJztSLc7bnU0FY3HNyGbtiI77QUKrgKJL89Dfn4z87OPsCj1AEmKh++t/QJC1TGXW8nZLcnc1oS+bRfY+p8jdNiyaA5J4n2aNCffr/wMrvokznryNb6WsRer6LijY0/ppu3YzZPTinn5SB2n2g8DKQDsvfBhvjDvTBwn19F+8RK++vPn+Gzyeq47dB6Nvyhl6f8VsnHB3zELFafuxTxMewCGu94HqnU5ezp8HPrcqWT2e55VuDm7Q0YUev+ziH1gTN++y9D7CNb7qPTtMGh6j5d/FxFGyRM1p3GelPLU4OtHhBD/S1A9Rj2q0MlQXFiFhk3oqAJsQmBGoASfPDueQI+VCbxu0V00aho7fdm8eGAO3n1pZOwFUdOI7nChzizDXZSGFMCrsQ+BqTk56BNyaS9Mpr1QxZkncOf7ScpzMDO7nkWZhzg+6RBJiof7j6wAj0LyQQuZu/2kbq3Cf7gCAHdW+Pyiscxf7Dg24T+gwIHPp+BD4876ZbT6bGw6916y1WTg2COgJvs/12i/38WZb95M1nsWUi+s4j8zn2bvqqkUUoet3keG6uQnNadQc89kkl7bSM5r8BkWBAovmoPnc8MzXfyQ6H3DhtjrFSet7/tyJnx3YJ/RcOxljEbvkv5rztD7yNR7JN8+khnuepfqo2HPnahGY5sQ4ksEck+fAMTWD2sQNWYBhSY/CscmQJtRO7ujwz19AlT6YaunhDebZmBdk0bJ69VQ34jW3ALAwS9k8+UL38Cm+Hjn1ejrpI7LQhbl4RyfgiPfFHAouToiz0VJdjPzxlVyfPIh5lqPYBY6vzhyLtvWTmXcAcjc5cK0eTd+ZzDkzCVLyN32Wr8+m54/nivERcNi/pd+ynw+vfxDflm7jN1tefx98gukKL3nmOzwhU8q3xc3lXyKMjYH3jwCp13zLdzTJf7TF3Doap2naxdz8MFppD3/Xq+ytQtT+dTpH7O/39YHj6HQ+/5L2qKuT7y1/rVzV3NrjI3GrroO12BMZEMyWr27BhBT2ND7yNR7f337cGYk6D2lJfy0gEQ1Gr8EXA/cDOwHLuvPSYQQhcB/gJlAipTSL4S4FTifwFL5q6SUvmAD9etAI3CZlLI1xLnMBGJFziHQE7ovuL1XWSHE6cCvADfwZSllZX/q35UzC+dF3L/6aOSbZ9GZvS4JCERm6XjqNAcdSM8nz8C2wHuf1HBKLz6pc8g/jm3OYva25JBUq6MfqkD6/cETCzw5GpembyZZEdza9yWiZo9Djs/FVZCCI8+EK1fgzpH4czzk5LYyPauG49PKmWcrZ5I5cD03H7yQg/+eTG6lRtonTWg799C1f63ti61k7Qgv8EgNwTXyuWH3I9py+RKaPutEac1m/9YiVl/0O1KUlF7Htetu7q3+NPB4XOxm/eV9rtpey6EV2dBYTPm9ZaQ919uh/ObgRkpM63ndVcCTA7A3kvX+rNr3PKvB0vrl6R9Hda9Bdw2HCjM1HHocY9F7ra/veIbRMpR6H6jWAdSC0NtHu94j+faRyEjR+8K3h1+j8TjgbimlFEII4ETg3X6cpxFYDjwPIITIAU6TUp4ohPge8DkhxAvADcDJwIXAV4HfhjiXH/gc8JuODcGGZKiyPwbOINBY/QGBRuWwROkxCbrrduj99LnH5+XButPY25rDvn35pO00Y2/QyVp7AM3vR80eR/PyqTjzFCbPqCBLVTudVUiEwDS+EC0/E2deEs5cE64cgXucxJ/jJSO7nanj6piXVslxSYeZam4gQ4EKv4VrPrqSlL+nk1vjwrz9MFpD90yTlbct4645f+anRJ6k3nP4OZpjhxq1bDIHL8tjzordNB8txHNPAcXfrGKyubdD0aTOamcua9+ZHT/bl+bR5H+Tem8KrW4bDafC1B4fl/eshcyxbOEFRw737l8BHU+yw4ih0LsaTm9DoPVxij3i9YdrEA6nhiL0T+9t7bXxs23ofUTovS/fPlIYaXqv8YSf+pSoRuNPpZTLAYINx58AK2I9iZTSDbjFsZU/i4C3g6/XEOjB3Al8HOyFXAOsFEKkAC8BnwUuB2xSyt8DNV3OBVAWomwS4JJStgEbhRB3xlrvoUQAVtH9a+7pSLpyyJ/Ja3tmICptjN+kk/LiB0if91hMpKwMqk7TyS5q5MKCLaQIa8TzkWKndVExrnEK7nECzziJP9tLWpaDyVn1zEk/ylx7BVMtteQoftqk4OfVp7P6jeMpesuH/WAd2p79vWIyld++jP+75CVW2Nv4WZSOZbj8YHZFHZdFzYXTcJ3RxrdmvcBvPzyDyVd/gpqfyx/K/kHHROYOfFJjndvMdzdeyNR/tBL9WtrItq+b/irPVsznkRl/Y+4EGxwPvgs0pr1+PVOvCvxY1s8282z7OH74/ufQ3YlyHZEZCr0r4fQ2BFpXxcCyj0Bi74OB6N3a+Ie42Tb0PjL0Hq1vH66MVL37vQ+FPW+i7oQkIYRFSukVQljp+cn1nwygY9yqBcgMtU1K2S6EuAN4FMgCzo7hfJldtgGRutmGJx0LKBp0F3t9dtp0O7s8BVS4s9jSWIxpnx17DdhrvMjgvDk1LxfSUqhfmktmYSNTM+soNDdFbjACPrugYZaKN1NHH+clPdPBxMwGZqZVM9teyVRLDXmqFx34d/sM7tt2GoV/tTL1QD2y/Ciao/uyRf2U+ZTfqHHPgj+zwt7WZSVx/0hUD4xaNpnq5bm0nujmqjlvMcFSz51/u5hJv1iPBMxPepnY4ym0SXPy97Zp/G7tWZT92YP8cEdEG+U/XcaEn67v0/ZpKTu5euPVXDxjC3Mtx4JHm4XK3k8/ypSHbwBF8o0TX+ZHm89nyoMaakML5XH5JAafodL7cND6cJtu0UE89N7gjLyi19B7gLGk9+HKSNd7Y7U/rN1ENRp/A6wVQhwGioF49dY1A+ODr9OC75uDr7tug0BP5IPAT6QMuww1VNmmLtsAwvfjDgNEj6j/mtTxo6FJyduuQu4/sJz61mTUD1PJ3u7H3OZn8r7DyNY2tNZA21jNHsee705iydJdLEzezfLUHWQobgpVDfrIv6nbJb6ZTrIz2ilNb2RGSjUz7EcoNdeTo3hwSpW/tcznjxtOJW2nmZIPnJh3H0Krq+t+HVYrB35yPBedvY4nx60nV02KS6/LUKJOmUjzgjwa5giUae3Myt+LX1d54uXTmPSD9yiW63FcuJjv3vlXzkve2lnOJzU2e+Cnh75A5WslzPzL/ogxMqfOdfDyq1tQxVbWXaHz7Z9+nXHrq2lekEf9cYL0uQ1cPfFlZtoq+erz1/HGmpOY+8OD/CRnKz2fgXQkj5/xJ4pNrVy/9zKmfacaf1X1sI3Gn0i9G1rvjqH3wcfQ+/BhNOldyvCLLBMV3PsFIcSLQA5QJ+UAlgl1ZxNwI3AXgeHu94A9wGwhhNplGwTmKv6VQJzIf0spPSHO16uslNIphLAHh7hnEhj+HrboSJy6t8t7HZ/U8SE57M2mqi4d6q3k7vST9OYOdKcTf4+vQ6SlkjmtkZUTXsMs1OAqvejSmdlsPk6dvJcpSbVMsdYw3tSETfjZ4S3k2wdPoWF9PvY6yaTdXmz7K/AfrujloP3LF+C8pZknp/2B+VYdq4hXx3RsPTCx9EoKuw3/pxbQXmihvUjgLPFTWFrP6fnr2NRQwt4d46l9ahL2F99nEgEHUX77Mt697rfB0AsBajUHDzcu5Im1J1H6vJ/xa9YT/hkwaLvLD8kSK0z86m4qLsvg0wXvckbqx8w0u7l4zxd55ZIyJte9R+UPlvHW5DX0dCgdtn1S5Wc5H6H/Lg9/1aaoP69EkEi9D3etx0KsPfCG3hODoffEMJb1nqjg3mcQiDaWB8wTQvy+P8G9gwtVXiGwsGY1cBvwjhBiLVAO/D64evpRAgttmoDLhBDFwHnAucAO4Hbgh0KIZwgsypkqhLhLSvliz7JB078CXiewevrKfn0IQ8ROxzhOeO8adF2g6wKpK2g+BakpmGvNZO0Ga6tO6kfV+IPDBWpODiIlifZZeTTMMuHO0fly8TuYhRp+fksY7KqPHEsbFe4sVh2ZQ8pZB6j44TIAkmol+eVe7Aca0fYeCHmzHL1lGRd9+W1uzvqATDWJETMboFhj2p07mJFUxTTrUSabm8hSFK4+cAGmK3SmHukenb/1siW8d/3dpAdDL2hSZ7NX45Y9l9O2qoCylR90DiX1hUdqlPvbOeq385/WeaSaPLw8+2+d809bdIGy/JgDX3vj7wjE2iek7ZwtDr71gA3Lq8P7BxQSq/cxq3Uw9J4gDL0niDGs90QNT98OnAa8JqXUhBCz+nMSKaWP3gtoNtJlBXTwuL8S6FXsoIVj8xj/HfyPlPLiEDZ6lkVKuYbA8Pawx1yrUPCQFcWno/g0hN+P0uZGeLzIdgdafQNAt5vaO6uY9iILtZ/28peTVlJqaidbsWAWsUfn92gm1tZOpqY5FV+dHduP80k6Kkmt9HU6lHBDP/vvXsIfzn+M5XYnZpEU5qihI5Zeycm2Zu4rXIdH+mjU/bzcPo2HHz2f/Ht7z0EBuO9XD5AeXBnrkT5edGTz/fUXUfoU5K5ZH1OYV1UIClQ7earO3/021uycTnrxOsr97fzoyDnUneYl8LwTIE051qsQyjbApnuWkEbvEA3DjUTqfaxqHQy9JwpD74lhLOs9UY1GLfi/I+TOyF4i1Qd7tiVFEatr66DYVvw6lloHwudHeH3g15AtrWgud9gnG0ehhfYihezsNmaaHWSr/R8ycDqtVG/Jx9ogyKzWSTnixnqwHv+h8ojzhPY8vIinznyIJVZQRWKeQCMN0XXsSyUzZFkFQbvu4cJrb8b82gcA5BPaoex94ngWWbcC4NS9rGwp4w+vnsX0h2vQ9h2Mud4mlOAQk8rdBe/xlex3Wee28PNJJ9Kxhqv89mV4cjSm3rSRsmdvZP/Ff4xou+Xz7bRdNIvxn4+8+AbGrt5HstYHyljVeyK1DobeE8VY1XvAfmK4C3gDmEFgWPmuBNVj9OPxwoFyNLcH9MjTudW8XFzzS2i7qI0zSz7hpLQ9pCoDy/1pbofCd/zYqp0oFdVo9Q19ztnY89AinjhzZdCpxJ5/c7iwxZva6VAi8fqp9wMpOHUvDzTN4s8vrGDqXdvR2qLPxBAOs1CZa1GZ+eCNFHdxapuuvwe7sHDuLUuZ8s33ePKsbKp8mTz+/ArK7tuN1tCIeHM8Nxa/hY7CZ5O2ADDlsespu7bva0oYCdT7WNY6GHpPCIbeE8ZY1fuQf2vBnsUc4HQC2VfOlFK+MtT1GCtIXUd3Ovt0KABaSR7Nk8xcWfYedxds4XPJ7QMOe6C2uLC+sgn54Y7OoZJIHLhzKQ+f8QRLrVrCncoKcVHEECZ9DeE9Xb8k4v7mK5Zyz6ENTDan4JE+HmuZyp9fWMHEn29Gj4ND6codV3XPZ3Hqz77FlJduQPr8HPneMnzSRLrqxJOrseeBCVy/5wBXjV/Pg1PL+On9V6AjUYXCwbP/xAOH12EqnRDX+sWLROp9JGsdAr3nA0mjOar1XlIc1/rFC0PviWM0672NprC2hrynMRjM+xwp5V+Aur6ONxgaTCXFHDwzFVepl2nWqridV+p61JMPqr+5jJ9e8M/gPJfhNSTd88c0mjlfG585joIwQxZiwSxe/dXdZKpJaFLnRUc29716NlPv2o4+gJzS4TCL7n0AORubSK1IpfL7i7nqstVcnlaBVZi54byVncfMuedGCllP3gPrqbrVxWnv3ETGOzZyLilHHhopUetCMxh6H2lah75XScfSiBzVej9cEfc6DiWG3uPPaNY73BfWVqKGp7OFEB8DHwGSQFvyigTVxQBoXVDIHVc8SaGpiZlmjWhD6sQL34oFnHvlWi5KqcY8AmJ0RcpbDdAuJcV3h3YoANNX7g6uGITNXo3vr78oMM8kzk+gHdy2/QLy+QSAs3c0883MpwF4xw0HvLlYhRmP9KF0zpeB73zlOf7xu0Kqv7mMK766kCmvBFbXyZWgvlUIpw5KVYeEROp9uGp9IAHADb0Pbwy9x5fRrve0stywthLVaLw6QXYNwuDKUjjNXhdc4TX0N3bLN9r4Xs5GrCJybt1QyJjWnkUm0qKXWKiszCXSgNZlWRsAM7Wag1v2XE7pU/RrUnS0uFyBuUvlty/jm5mBFFG1moMf7b2cptcLWHHzXeSp9m4hN65Kq+Wqo7XA1l6T/SuaMwatrkNBIvU+EK1rYfMQ9I++Goo992+Ub4Q8ztD78Gak6j2evj2ejHa9e7XwvcGJmljQAlwC/DD4tzXy4QaDhZqZCUvm0n5GOzaRmGeIih8tY+XspzpDEkSLJnV8UkMfIsfS9Qe0rx9bpckRcb9PqvikxsqmBbS9VIB5zea41DEc6098CBbN4eIL/xe0f8x24e/Ws8WTi1moYecaCau12/ubpr89qPUdLBKt94Fq3RUhU0O8iWWOo6H34clI1/tQ+fZYGe16z7WF7xFNVKPxOeAA8Lvg338lqB5jnl2/LMP7ixZum/sKpgQEV1WnTWHF5zYx1xK7bT8a9ZoLtxzciE1dF71EswAmGh6oWsE2r8Zj608m/09bYi4f6Qe90tc77lm2msxDzz7M/KTDAL1sz7HURrT38J43cFy0GID2VydxffrRmOs8HEik3uOh9d2+kbmAYKB6j4Sh9/CMdL0Ptm8fLEa63nNUX9hjEzU87ZVSPht8vUcIcU2C6jHmkarEqvqxiMRkVz10cS53jPsbZmHt++Au+KSGU/dx2G/HocdWdjiwed00bpmfStFqge6OnJg+Vpyf0G24QZ06iYYleTTOgaSjAsfX/kmNLx1zs4pSkMeu7+Ux0bw14jknmlNYe/8jcD9A5GOHM4nUezy0vtldSiDZ1cCINU3gQDH0nhhGut5Hom+Hka/3RRGOFfFL+xw9QohVgBX4kEAKQH/wNVLK24e8QoOMEKIOODzIZkqklDkJsp1o+2PVdkj7xnc+qm0n2v5YtR3SvvGdj2rbibY/7GxD4hqNp4TbJ6X831DWxcDAwMDAwMDAoG8S1WhMApYDGQQjPUkpn4xUxsDAwMDAwMDAIHEkalb1amB20P6ozz1tYGBgYGBgYDDSSdRCmCYp5a8TZNvAwMDAwMDAwCBGEtVo1IUQzwPbCWSEGZULYDrIzlJlafHAAqru2dZ7mX1X3DjwSk+vHltzepK05qWhCIkqdBQBZqGhCh2T0LAIPwqBfSYkQojO7ucqXwpNriQQkoKkVrK7LMP3So3dLflYGwLBhtscR+tDTZy1CKu0kdyva5bpSUwrqQfg45ZsLE2gWQW6BaRFx2r2k2Ly4Khqo6VR63XtA7ENUDSnnSShcNRvo31n4FMRNiv+Yphqb8AtBQe2C7y6u5dtIUS3eR+pZEa01TPXZ8/jw+1vo6nX595Vb5u3eSLaDXXOgjlOUgU06CYa96Ui3d3PkTfbRe3OZFr1hpDf+WjXu9vTjNfniKveotV6iuJm73ZP3O81iI/e+9J5V7pqumu5ju09zxXuO++P3rueeyB6HwqtQ+j7HEa/3hPp26s+SaPVXx/yc+/p3wcLKXvHHOqvf4eA7qPR++HtEq/sfZ9D4hqN93Z5PTyjd8aR0mIz768eWML7M4sWRNy/UXst5HZrXhpz/3AlKRYPaRY3NtVHga2VdNVFlqmdYksDycJLjuogXdGwCEFSMM3Qz2qX8tzWBag2P7fMe52r0w91nveAz8e5L32DKX93o/h1Xn//JyFXc9lIZrFY3r+LboXvvvAxy+0amtSZ8tp1KCad/JwWyjLqGG9rZoqthh9fsCNk8QHZBhy/m8Tauf8GYLPHy827L6GuOYWTSg/w5ifTKLt6M0fDZMjoSV/16BlzMdp6r5HP9frcu+pNLdgX1Xkg8GO9QlzE0V/M5P3Ffweg3N/OL6rO4619ZagmjYk5DcjTj1AKrKG37Z72+8tw1vv7Wx8OaXsotH7Um8mP5/w3/vca8dF7h4aioavmu9a7Y3vPawmXjaar3k699jqswXRokex2redA9D4UWgdYo/0z5Hc+2vWeSN9eTHgfl0j6698hcE9Fo/cawt/niWo0nhr8K4A5BBqO7ySoLqMak6KTm9RGitlDhtmFVfGTZ24lXXWSoTrJUJzYhB+b0LAJgYpAQUFHx6FZEU4V3anywCen8mx6G26/iXa3FZfbTPonKqrDg9AGp92vZqTzk+99heX3P4IqFPad8Sh+AjG8qjX42FvA602zafIeCHuOgcSjc/07D22OjioUFlgtrJv7byr97Zz85jcouzq6CP/R2l0hLur2I9pXbutIbN7mQS3YR01lQb/Kpzybhm+RhlmoTDCl8GjxOiheB8AqRxIPUtav8w4FQ6J3Pb6p/CB6rW+uKQL+G3f7MDC9p5LZqzc8Frrep7HqvqveF9+xia2vxGbb0Pvw1Xsk3z4Q4uHbE8VA/Psa+RyLnv3dgPSekEajlPJnXd8LIV5IRD3GAlbFz4TkJlJUD+mmgAPJMzeTprhJVVzkqC7MSJIVgS34BGoWKj4J7X4LaruCySkw7U+nyZ2GyQXpTRpZHom1rgWl1Tko9TZNLMFTMo6OmLSa1PGj0aZ7OaqpbHKV8kr9bD48VIzuiq63L1by/rUb1+1eUoQNAI/08VDDMiY/Hn8nCr0bjgMlr6iqX+XSn/mA9t94yFR7D5udl+xk/MH3uW1ipPCviWNI9K7H9yEpFq2bym1hz9NGU58PG5Eeogaq96EKFB6OLxV/Coh8jaH2GXofvnofLb59MBhM/768NHz5hKyeFkJc0+X/D4HsRNRjLKAISYrqIVV1k6q4SVVdJCsekhQPNuHHjMQsjglB6SIJt2ZG9QhMbjC3SyxtEsUn8aYouLNUnEXJuCfn4J4cMgZov1Az0hELZtE6L5+G2TYqzw7kIPVIP42ah30+G6vbZ/H3I4vYvHMiSdvsmCK0WweS9k9raMQtA55NkzofeFT+vepElP992K/zxcJg/ABP/ufPOVyR32t7yRPd16RJvx+31HnHDa85zTRp3T/geRYT+3+3JO71iwdDoXfdGp9n7f5oPefD6H/UuqaajCaP9FDrvafGB6L5UGUPPj2Xx8rX9lnW0Pvw1Xsk3z4QEunbB4tw/r0n0ejdUxR+vmiihqc7chpJAoth7ktQPUY9dsXLbHslSYqHZMWDWWhkKO7gcIUkKThkYRUmVBEYulAQqEJQ60wl+WjAmZgdOqpHUj/bTPqKaiakNuHWTHj1oITWDKyewmRCmVSCe0IG7UUWHAUCV6FG4YQGnNJLvaaxy5fN260z2FA7kaP7c7DnOXj6zPu54tXIeTXjQZXm5LotN1C6qgX32QupucbNN2a9yZGL2wfFXqQeo/4Oue//4u2UAA/vOpkl9gNU+DNYbG0gW32sV1baJ1vm8+acY47jsfK1fODJ53tbPk/6y8kkX9Ack+2hYij0rlwfPi9rNAxE60UmyHo29HlTyexznle0mhlqvYcjWq13vV86j71kG9dyIhd+Utup979ZC8hWk5n40kLKvnps7qOh9+Gp90T69iX2AywoHXTzcaPDvwN8eLioi39P7jX3sS+9K9bfhbWTqOHpJxJhdyxiRiPf1BJ88tQwo5Os6NiEQCEwZKGgoArRK6G9w2vB2iKxtGqYXBqKV8eXauZnU1/kVJsPVRx7ao09Jf0xTEXj8U3Ipq3ITnuBgqtA4svzkJ/fzLLcg+zzqWx1T+T1xpnoUnB1yXqunVsdLG1HHawO80VzSBLv06Q5+X7lZ3DVJ3HWk6/xtYy9WEVg9dqfxdB01ofqJervUPbXpr+DVjWFuRY3BFcgalVTuPjAclpObKDm5mW8OWd95/HKvJlcvqsU6xmHKGUbAPs+Pb9ftgebodD7ImtLv+s3UK1HS09tRNVYHGK9R9Jvz30Dmbbxrxm5XH/0aDe9H/zso1w8y9D7cNd7In17INPxyGSuxTYg/66Xhg+dnaieRoMhQhU6GYoLq9CwCR1VgE0IzAiU4JNnxxPosTIKfqnh1xRsHolUBHVzbXiyQJnVSo7qQBXh51ZFXbecHPQJubQXJtNeqOLME7jz/STlOZiZXc+izENMstayqnU+L1fMYnxqC09MfoF0Jfofz4Fw4PMp+NC4s34ZrT4bm869l2w1GTgWYkPGcfF/1x/Grj/y8Zzn2MH7Hh9LS48tDKyvLKTtbC8A3rRjx1X8aBnvfPW3mIXC19efzUc1hSwpPMw9eQ8xN+61GjjDVe+J0nosvdFDrfeuDFTvfV1nV71P+Muv2bLiAUPvo1Dv0RKN1jU5cuY39mSg/n3KtXVhz200Gkc5ZgGFJj8KgQnQAGZUVBF4kuj69Kn26EXw+ExktfrxppuwnlHHfdP/RY7qYIp5YLJRx2Uhi/Jwjk/BkW8KOJRcHZHnoiS7mXnjKjk++RBllhp+fPBzVDZmkJPWzr2l/yJdSRmQ7WjRT5nPp5d/yC9rl7G7LY+/T36BFKX3PA9XnNJwhvuhHIwGI9DNoQBkFx1lxeJSeP9jJq04iO//2zvv8Diqq/9/7mxVL1a3ZMlWcTcG44qpNj2YAA79BQOhB37UEAIJSQi8hBogYDDwOhBagARwiIPBBgJYbtgRBjtY7pJtWd3q2jJ7f3+symq1u9qVVrsraT7P48e7s3fmzKy+e+bMveee+3uouX4uG294suu6X8/7gl9GTeNvpdO5O8NzyZtwE2l6D5fWA01dCLfe/akWEEgNSHd+NXYm4NR80VWbuZh5MCtP0/sw0Xsg+Kv1bTZrSM5nMBiof/fVxzqkg0YhxBRgGc4cyV3AdThL90wFpkspd3W0Oxp4FOf1Pi6l7FWzQgiRAqwAbEADcJGUsk0I8SFwIrBYSrm6o20u8BzOvt/XpZSvDPRaTs+a7vPzVYd8lwGYdbrnjGEBXU+dhg4H4v7k6dzmfK9KBw4kNqmi16vYYnVYYxWKkqo5KcpBIENk7uhSRiFHp9GWGUtLup62NEF7qsSeaiE1rZEJyZUcE1/GdHMZ4wyNKMCu0kyiUlt5c+JfyNaHxqk0XD6H+nNaURpT2F2SzarFjxPrwaE1O9qpssV7OEJw8BYwBnuWdSepfyxnW/UE0k76AYDX732CWKV7hp0zL2YX8HcmDtDWcNf7UNE6hF7vgT4gdQaT3uo0+ot7UNqX3q8pm8+BOc3ksZVbOA7o329uoFoH0HmprqLpPTAC0fpTh08FlofkvEJBIP7dF0M6aAR2SCnnAQghlgPTgR8Df3Brdz9wrpTS11ysemC+lNIhhHgA+BHwLnADcL1b24eAq6SU3vtwIwTFLQnadTv0fvpsk1b22OGIw8ypOTv47OoiYkxWLkzd2L8TEAL96CzUjCRa06NpTdPTlipoHyWxp1pJTGmmcFQ10+MPcFT0fgoNtaQqAoPQM/fpO4gVMHZSTUiciq4on72XpjN14Q6OHMrC8mQmObdVkG/obVuVDla1ptHU3P9E7UADv8EuabKjLg27Q8G+YAZ7LtBx1mfHsmrB0xQZ+r/yQqgJq96HkNYhtHrvKyD01iaQQuGB/j760vu/105hr7wroGOGGk3v/tEfrX/95ZRBP69QEiz/PqSDRiml67QuC1AupawUojuJUwgxDjAD7wkhrDgDwBbgH8A5wOWAWUr5R5dj6YCdHTYq3I5nAHKBF4UQMcAtUsrS4F9dcBCASfT8M7s7EldapcpOaybV9jjOTdrCb9OLMQhdxzBHP5KSY6NonJVD2yiF9lECyyiJPcVKfHIL+ck1TE04xLSocgqNVWTpVOIUI9WqhZ+XnU1cuYOWTIX3C1b2z7af6EYlU3nBeNpOa+L2yR/w2H9OI/+q/6LLSONPRW8BPR2LTaqsbTfw8w0XYKr7U0C2+goUO298gzUs7c0eQFJSDQ9lryB6OVxzzLmoNbXcwnE8tm8904xm1uwpYsG4iJU6EGa9DwGtQ+j03p+HIm95vYNBfh96f/nHy1hwx6CewoDR9O6bgWi98K1GBqe0eOhZKBb38u+rql9kIs6Z1oH49yEdNAIIIRYBDwOlQK2HJunAeGAazmHm+6SUtwohHgZeApKBMzuONQt4HmgHnvBiMqXjWAVAGs5h7x8H6XJCyn+traxqmUSDPRqLQ49N6ojWWRlrqibD0ECi0o5JGLpyZfqDLUpQO1mHNcmBY5SVhKQWxibVMin+MFOiDlBorCRLZyVBMaITOl5vzOH3X5/D2HclLZMVCs8v9ekEB4KuKJ/DC9JonN/OkqmfM8ZYwyNvXMi4B4uRgOE1K2PdnkTr1VbebBrP41+fQdH/Wahtbffb3kCGm4N5A3U/ljxuOodnRzM9uphkRWHGmlsorNncdU5H5zpn300xNgXtHMLBYOs9krUOodd7oAw0YDxw7zyy/7e4z3be9N55Dq56D/VDXDAZyXoPhtblfzwvYTgUcP39yOOmU+FF7wBH5x4IyL8P+aBRSrkCWCGEeBbnkPL7bk0agE1SylYhxGdA57Pjapx5iQ9I6ZwmJaXcCBwrhLgTuJqea2R3cgTY3jE0XS2EGBXsawomAuH1h7m05kQ+e3cmUVUSQ6vE0OqgbqKeiy7/jB8l7SV6gAEjgCNKYpvUSkpiM3kJdUyMPczEqIPkG6pJ11kxCsEPtliu3XQF1nozozbrmPjBLkp/XsDz573EadEDqxHmjq5gLEdmpFM7VaCMb2Zyxk7sDh2vrjyZcfeuJ0cW03LBbH7+yF9YFFPStZ9Nqmy2wG/2/YQDn+Qy6c+7sR+u9NtuX0Nvwbw5HTPNyKZVY4Dea5MuFItRzGaazzyKqmMUcj9uQ6wtYdRvcjk6ej8/uvMOCt9Z7/E8+rsCQSgJp94jTesQHr37q2HXh6WBPBR16/153l6SxPLxuT0+90fvnjjx+bvJpu8gNJxoeu8mXL491ITbvw/poFEIYZJSWjreNgJtHprtBNKEEDqcOY97O7bfAPwFuFYI8XdASik7p0s14qX0YMfkmGYhRDSQ1NE24ulcqqn7vaS0MY1R2+zE7G1ANLYgm1twGIpodxg6yg8MnCizlVMKdlAQXcV4UwV5hjoydCrRQscTtbP4c/F8og7oydpsI7q0CtnYxA+/LuCLHz/GmAHmuogoM/bjZtCcZaQ5W9Caaycrr4ZTMtayqTaXndtGU/X6OKI+3Mg4nE6i7Nfz+Orax3pcf5XawtK6mbz69fHkvW9n9Opi7H6eg783UF/tAr2hCrrTKdSKgi7HslAshjXZvFn0DgsePpq8X61zNpozjWOSv2f5+Fxi8exQhlr5iXDoPZxah/Dr3R+t91Wwvj+46v3iuHqW4xI0+qF3T+enyi1+9VpGCiNN7+HWejhx9+89Jlr1off1XnJ0A/HvQzpoBM4QQnT2HO4EPhFCvAPMBwqFEI9KKT8UQrwEfAE4gCVCiBxgEXA2sA34NfChEOKxjjZ1wP8ACCGewdmDuUgI8YKUchnwe2AVzu/vltBcav9RpYO/NGXw57J5tFiNNDRFYbfoif7BxJidVYjGZppmj6G+UE9LnsrR0fv7PqifjDK0cEXKWjJ0rSQogmhhQCd0PFJzFCueP5HccjvRu6tQd+zCDljPmMnW85/2OKMtYHJUxj+yjYnRFYw3HSLfUE+yonDVnvPQX+Gg8OCGHs0bL53D+uueIKGjBIEqHWy2qtxVejlNKzIpWvYNMkhlGPwNBPvTA1OtGij695WcOG4XT41eQ/4fnmDsL9ax9+1pbJuwnHqHJHXpuq72xy/byFfTnHXZvN28j/3mUpyyj3zCpfewah2GnN79mRzjD+563/vIXL/17o1jv7mUNH4I6DzCxYjUewRrfbDpr959PZgZs/zP3hzSQaOU8kPgQ7fNF3po9zbwttvmMzv+/zvdc8xP9LDvrcCtbtv+DRzfj1MOCw4kfy6bR9PfMjHXS8btbUFXU4NsbEKtrQNFR/X0cSw6t5h8cxXzzIdwTxDuL3GKjaOMVnbYjKxvz0SVgpW106j67TjS91Whlu7uej7WjUrmg5efITZIBV7zzUd4OmstFmmjzmFnZfN4lr50LhlPee5BePqhZ7uKy1qkjQ9bUvhF8WLyXoe01cUBlTWOI4km6ntsC7SXpb9DdvXbDMy+5FvKgBNWXMkVZ32O4WyVH8W9yEW7F9FyQvekf3HsFL76qWC1fMDnMbcuGhoBI4RP7+HUOoRX7/5q3Reh1Dt85/OYaecOjYARRqbew6n1cDMY/j0QhnTQOFQo3RrtR62ukkGz78BBY7uJ6BoHUTVWdBV1qJXVSNX5k9bFx2KLkUyMOkSWvh5zEJOTneueGrj8myWkvRaFocmOaV8Nhn3fuAymONn1p5ygrgigIGh2WLjgmlsxfPINABlecpR2vnoMs0wlALQ6rCxrKOJPH5/BhKWVqLv2etwnEAK9IQ504osuMYH7tnxOoWEtqpTstMdyR95cwOlQ6q+cS80MByn5dSSfXzYgW+6MVL2HU+sQOXr3pd2BlNXxRaB67ytI2P/becQfW03S2Tt9tgu31mFk6j1StB4uwunftaBxhFBfG0vmxoOoFYex27uzNpTpk2jLiEGf28y8qL0kKhCrDHyJwE4EggP2Nuy7Y4lZV4paU+sxZ8Ry5ky+O+F5XJdxCgZbrHFdTsUXn570DBBLq8PKs/WT+b8PFlL46PeoTf2fMezPzXCwbqIVl09mjulzdMI5HHPJDddiYlPX5189/Ax7bDYaHCYOfpfEp4Wej/NG6UwaHVFcFV+OgghoGCOchEPv4dY6hFfvEHjAGCwC1fuyonG9jrHzT7N5+NR3OvT+LAqCgleuo+iavr/PcDMS9R5urYeTcPr3wS0IphERqFIiWvTYyw8g7T1/1m2ZMTSN1pOZ1MhYvZk0XcyAZ0y780bDsRS+Vota46kiEux9ZC7LX3jKZaH44PF2zRyfnx+5Yi5P7ltHviEWi7TxSkMh//fBQsb+bjOOQXYqgxUwArQc19JjVuXJ/7u2x+fP1E/gvrJzSde1cUFsIxv3jenx+b3fnseK3VO4rGgTN074EgcOdEJBrShgf3nGoNfQGwjh1Hs4tQ6RrXdPhEvvD+/dyKG75wHgmD+dmSUqz57xKsvH5/LiU+d26X3vmS/zStnXQTnHwWKk6n2oaT2YDNS/Az79uy+0nsZhzh5rHJfuPofEbb2fD4TJRNUMA23Zdhak7O9aRSDYvPr9HMZtL/H4mT57NJsuf3LQ1h3d8M5RZHoZthAzJvPxQ0+QpItGlQ4+bEnh6Y/PpPDR73EMclL0YNd9u2f6qh7vk/UtgBEAfU42L36cjWIXrEyZyM2J5cwwGVErClz2+K5HOYf9disTx3Qn0C8cHKkMmHDrPZxah8jV+2DTH71/d/vzcDtACQCTn72JbIpJWbaO/fd16/2SdT8FXg7ZtQTCSNb7SNU6BMO/gy7z+67X++1Wrv7vRaw7/dE+bWs9jcMcS5WZqufHkvF278RuXWoKxy/6D389/TnuTFk7KIVW26SDMa94f7Ld/0xi0HO7OmmWkswnvJfNmLBsB0k659qbm60qvyheTNHSyrA9hQar18WeEsMlcT3zWJ764oyu14fOGUP+XevZfc+d3Drx867g0CJt2KR7NpKTiWN61vDa+czsoJxrsAmn3sOpdQiN3t0nvAyEUOt97C/WsWLSKAreuBHorff/d8UHgLPn0VXv1fOOkPvsY0E512AzUvU+1Hx7MBks/+5PwAha0Djs0bWrJOxoRK334OztdmJ1FlIVC6ZBqsy/pzod/ZrNXj+fnTXw8g/SS1r7gQNpPve7NNlZlqBKbeGu0gvJe52QJUa7F/YO5nBvdkYN0YqxxzZ9g/Pvu++huWR+erjXPhX25l7b1IqCrn/u7L/l7iCdbXAJp95DoXVf9dTCrXdf1QHce9bDqff8u9d51Pt1CYdYdaiET9/5c6/zVGyR2bU+3PU+FH37YBMK/27MzvZqXwsahzut7ThKtnv8yH64ki9enM1pb93NXQcXDkoBZ8PhFp+fl7Uk9fvYqnRgkyoOL45Fqfdt2yZ12KTKsvoZNP0jE8Nq7w4w2LjeRIM9VB2v9P4+PrrscQB+cvbXIHrfADdZ0ga8ZGREEEa9h0LrbdL70Fqw9O4pyOskDs/X4G17KBgMvZ8x5rYege2cuRFagmeY630o+vbBJhT+PTbW+3KhWtA4wklZto6ipQdYs2N8jxUFQsWBL3P6va8dlRq1jXbZv16AZysWstWq8krxCWS8vKXf5xEMfN2oPbX1RYOj9/dRZIjhwb2bmB9byq6rej+lTzBW99rmSmlZz+Ro66Hes0+HAuHUezC0vsPWf5cdLr0Ho1dxtXzP69D4YOj9ma/fRpkyAYBdT83h1dzP+nHW4Weo6304+PZgEwr/nmf0vtCdFjRqgF0lXNVNx/y2mBeOjA54P5tUaXXY2G+PosVh6pftzWvHc9eun5C9SuBo9/5kNVACCQiDQeX3nvOIJhlUbnvzau4/712g5828yOB7WbF8Q2yP4YzByH8NGWHSezC0vr4tv9/2/dX7QNMlfOk92KkY4L/eO1GOmuiX3v/1ydusOlTC7ote0PTeD0aCbw8HgeodAvfvwsekKSHlUKqFPjQRQlQDwVubzzO5UsrUMNkOt/2Ratujfe1vPqxth9v+SLXt0b72Nx/WtsNtP+JsgxY0amhoaGhoaGho+MEQ7nPX0NDQ0NDQ0NAIFVrQqKGhoaGhoaGh0Sda0KihoaGhoaGhodEn2jKCIcBgjJFms++aVePH1vj8fOf2eJ+ft6lNWB1tvaY8jUpW5Jic7j+zKiXN0ojFYUAvVIzCjoJELxzokAghUHAuRu96MPfZVFapsqMhHVOdMye2qflQjafE2ZRknczLca472uAQXmd++UKYTThMOlSjwGEEaXRgMthJNrRiEHYOHVBpqbf2unZX29sOp2Koctb28la6w59ac7b0GNJTjmBHoXGbjnZasEqLT9ubt1oCuFrnedjyzUyOqQOc3/UhWwJNFhNCgFFvh1Jb57X0+t6NwiTNxHR+3uO4TdT3uk73Nr5w3d+TbRj+em9vP4LV1uLzbz5YWm91mDi0vaHP31qn5gZaPzGS9O7Ntie9B6Jjf9t50nsotA7QaK/2+Dcf7nr3x7cPltbBu48Lp96FECGZiCKl53pHWtAYAszmJGbM+ZnPNp+99orPz886+jSfn6+r6T3NHmDUaCOPfpDHKKWVdJ2NdgnbbSkctiWSqGslQ38Es7CTqFhJUAQ6BCahRycECkrXeqXuJSf22ppZ8MHtFL3WhLA7+KTkQY+zuVr1WeQtPZt3xq0B4PSs6T6vwxVdUhKOgmya8qJpytHROtqBMrqVKVkVzE/ejU3q+LYxm4NX/MPj/ra2NOKeupR/THiP5Y35rJg0CvBe53C2WODzfMTMqRz5bRsfTX2V1a3ZLB+fywa5xmNba30Clj//jDUzXiY9u8JjG2/MFgtonDOHLx97zmMx1hUt0TxXWNR5Lb2+dxtWThSLel1n5w21ifoeZU862/lTCmW1fK/re/JkG4a/3jdsW+bRdii0/kNtGofOecjj9+5N7/0lVHpvop5Zcx7vU+/ebNuwYsNZ9HyhWNxV07HztSddu+rYF27H6vW9h0LrAKsOP+/xbz7c9R6ob+8vnrQO3n1cbb2D2noLlQcyQ673cKMFjcOcJkcUaxonMzn6INFm53qViUorOoMkTmkjVdeGAUmMIjB3CLhTyArCZ30yxSpQGloRdu9FY/XVLTTMr+V0pndtEwYj0sei8fqMdIgy0z4uhcYxRlpGC9pG24nPbOKYjAPMT9jJDPN+2qWeKVHlvN/uWcay3YJ+YRnnMavH9s6bSedrf9l9QSx/LHqXFF0MF8fVo+5Q2FDkuW0T9Xx/7oOk+330blbL9zj1HT3Nf7B0rZ/qyqKYVkbv3cgvx87ysHf3Mfqy4c95uNL5XXm7EUcCodA7queVNUKh9Vs3LPF6LG96dyUQ3Qeid6DfegdIeOebPvW+IK/v43haacldr96070nXnb4ilHVWA2G46z1Q395fPGn9tfF9FycPNGDsJFh6DwdaTuMIwKCo6HCgdvQ2G4RKtGJBRaFONVPtMFFuN7DLJjikqlikresJFKDVYWWrtZ1PWg1stbZjkTYcgKKCsNjA4t1JeELarFR9OIGF3zehS+9ZvV6fmcHOW8fROD2DuokmGoqgvcBCzrhqFubs4NxR/+Gk6F0UGCQzTHB2dDu6AGu37ntoLnvLM3rdIPY9NNfrPlU/m8eZC7/hZHN3pfzL4mqxp/oumupO/l9/x/7yjD7bSbuddungy3b4pNVAvdra4/PpRj27H58TkG3wHCy4BoOu/3wRqTdRCIHeA1iOLdhaT/zBe9HdJuo9/l32PTSXl8q+9rjdG8HSOxA0vVuyvdv2FgR70vZwYzjrvT++PVhar77R+z7eCKZ/96X3cKL1NA5zohQrE82HSNU34kCAhETFCljZaRvFl00TaLKbqWqPpcEaRV5sHbelr2aCoXvIotQmuXjTtYhtcTClifdmLsMgBLpWgf1gBTgCX56qrSSZqZMPcP7Gb0lWup9dDEJh7qarqW1JpD1DxZzZwpS0Si5I30Kc0sYuSwanRdV1DLE499O3erfvqWcl77513PDmNVyxYzWj9fV8157DuXHbGKMvYVzc9RTeuqHHMVKLE7kz7SXeqpmDzm1dT4chsOvefdGvye14/Z/92ZTbE5ltqiVFF4Muc1ePtq81HM1nU7sdxytlX/ONJYN7tpxPwsoYYs474tFGHEk9ht7ce198Ddt5ItJ7W1wJhd6lag/onIKp9dTN3pf38sRq+R788j1uePM+rtixmnv1RR16/zokegfIzTkMDFzviulxj8fvzGXz1Jvoqll33bt/5r5/53vXkYlIY7jr3Zdv90QwfXtrRuBLGAbTv3vTe7jRgsZhjgGVDH1Dx5OnQEFiFhKzELQ7jOxoTKeuPZrqxljam400pJmpTY1C5/J7qVJjEdvjyFndSpkSR/UxMWTpm1Bs9CtgBMh9oJinHpjIrifnsOEnT5Ci6/7xlMx6nbnGi0hQHExJPszk2IO0Owz8s2YaWw5mkzC1lWsSDncfrDXwZaLUbTt4bXwOKw9Wc1LUfiAWgJ0XLOUn00+n5YRqmi+cw/W/e49zYoq5dt8i6h7MY+7Pstgw400MQkerw4rw/yG8F9OMZqYZ26EjiV+tKODCPQtomF9L5a3z+GxqcVdbZfokLv8hD9Np+8hjKwC7Tj3aLzuebnqehuGg9400kGNGApGo92BqXW7e5tWOr4eF4aB3R17gN3H3QDGQtIpI1Lc7w13v4fTthpaATfcgHHoPBVrQOMzRCQeJShsmoWIWDnQCzEJgQDBaX8+xSfupt0VTGRdPnSUao6KyvOp43lDstKkGmm0mdtelEFsm0R9pI3GnmavXLkGndzC6xDawc0tNxVytcMCu544DJ5BsbOWU+O2cHt3A2dnbMAiVAvNhSlpy+aB6Ovv3pRKz28Cyj87j9/Pt6Ov1GI8I4EGvNvq6Sey2t3H6Z7eSvN5I3AUVfDTpbXauKCSLasw1NhJ1rTxQeSKVT+YT/ckGUj+BHzHDufOsqUjdS/2+/o0WG3PzuvOsaw5k0XSmc6jf6jKhsvz+eXx5/WMYhMLNxWfybWUWc7L282T680zrh13X3sZOPL13JVKDRHciVe/B0no2xT7teOpZd309lPVecE2137bc9euu+UB7ESNV/8Nd7758e18MVOuWHw9sknIo9R5KtKBxmGMQkKW3o9CdAG1Ah04IphhtjEvajFVKHIAq4b2mo3hx1anElCsYGyXmIw6S2hxE76qEyhqSyytI+lCCzdbvheB1o5KR2em0jo7Fkiy5+rsrOLI3CSW1ncO58aRlfsrsmN1k6BpplCb+vvMo1H2xJO+G5O1t6DfvIPG1VsSMycjN2zg4gO/nltzjKGKz882LcPLVt9M+QWI/ZQb7rnLwdtVs9j43nvj31/fat2pmHLENbf227epQAFKyD7Fwdh5s/I5xC/di+z3UXD+XjTc8SazifFp9Pe8Lfhk1jb+VTufujE/8tuXek+h+A/T3xulv23ARaXoPttYDwdMD01DUu27uLrYDk6f2Y2zcC95+B524D1VHquaHu97D6duPO+U7dg/A/kD9u2kAtgeTiAwahRBZwEfAJCBWSmkXQtwNnItzoe4lUkqbEOIy4GagDrhUStkohDgFeAhoB/5HSnnAi40PgROBxVLK1R3beu0rhJgCvAAI4EYp5daO83sdMAO/7tzfG4rVTtSeWp/X3Fe5glWHfAcIs073nOskAAMCRQgMOJ1KZ7kFk1CIEsaObc4ckjilHUODQkyFA0OrA32Liq7djmhuRW1tRdoDy29xRZcyCjk6jbbMWFrS9bSlCYSU1NfGklpQy4TkSo6Jd84A/LZtDM/UFFJ6KB3TtihG7XKQ8H0d6vZSHIAuPY0b3n6ftc1FbJje71PqRfKfN7Lk+yr2LUyBuhzKnioi/r3eTuUPezeQqy9m5hf9v4l6IvWP5WyrnkDaST8A8Pq9TxCrdM+wc+bF7AL+zsSgWvavN6Wvmy1oeofB03pJHxkJgc5qHxp6d1L2XWy/7bgPT/sbBPbVLhRaB9Blet4+3PUeTt/+aVsmrwXPPBCYf49UIjJoxBkELgDeBxBCpAInSynnCyHuAX4shPgAuAE4AbgAuB54DPgVcBrOgPNenEGlJ27o2McVT/s+CFwCOIDncQauvwDuB7biDG59Bo3hRHGry+W6HXrX52pymDHXQcxhC5Uzomif1Y7tiJnxL6cgKw6jS0+j9rR8VBOk/Kex794PIdCPzkLNSKI1PZrWND1tqYL2URJ7qpXElGYKR1UzPf4AR0Xvp9BQS6oiuP3ANCp3p2Cu0GGqlyRsq0fdXtp12JaZeSyK+YRFMSU8Oy7worKe0BXls/eSdOrtn1FjjaWx3UztSVDodt+wnjGTqcYtfNCSSqVlAEleHthRl4bdoWBfMIM9F+g467NjWbXgaYoMgc+k8zZU6Wm76zbXnpVILa3jjbDqPQRaL3rrSrg4OL1ew03v3uirYoDr//60jSSGu97D6duf2r0QOnsqg0Qo9D7YRGTQKKVsB9pF92ymWcAXHa9XA5cC24HvOnohVwPLhBDRQJuUsgnYIIR4RAihA1YCVwNTgDOllLdJKStcjo+nfTs+SpZSlne0SejYNg34f1JKKYRoEkLEdewXcQjAJHr+mX3V5mpVTZiOODBUNdOSbeJfc5fyWUsRf/3gLIwAKUlUL7QQl9BGRUwSmY7JCIcDSrwcMDaKxlk5WBIUp0NJldhTrMQnt5CfXMPUhENMiyqn0FhFlk4lTjGyrt1E7ZFYNp/7VI86Viddey2mf24CwPzRRu6pnM4f0ksw7hlY74duVDKVF4yn7bQmrp3wMe+WH82LE99g2hgzHAO281TGf3odhUucDqRmioF3m0dx38YfY7c+PyDbriwUi0lKquGh7BVEL4drjjmXVdUvMhHnTLxpRjNr9hSxYFypz+O4l15xnyntq2adp/dDKXAMid7/u9bzwUKg9bGXfDugITMYHL17W2XJG52aCqbeg6FTT7+VSAwWOxnueg+nb3d4qRHZX4Ll38NNRAaNHkgEOsejGoAkL9uSXLYB6KSUqhDiDmApEA+c7cVGr307/nf9BXa+1kkpO7NkO21HZNBYqxr4S1MGqlRQUYhX2phtLmesoXuoxyJt/Ks1ibVNhWyozqM5W8GhT0E/uoU4Ickx1lIzzUDOnnyq5iSTlV5JVmwD3xTEo2+PB4nXoNGSIqm9zDkNLTbKQhSQHXeESfGHmRJ1gEJjJVk6KwmKEYMw8E5zGg98s4j/m7u8V+HTL156qcdQz4oP5/GH60oomtazxpU7Zb+Zx5jf9J5AoCvK5/CCNBrnt7Nk6uecHLudqzZcxYUTtzDNaO5qZxA6dp76EgVLbwBF8v/mr+T+zedS8JxK3eH+D9e73pzkcdOpmB3N9OhikhWFGWtuobCm+yn36NwDqBUFTDH2T2b+FDgOpOhxpBIKvdvKeq/iAKHR+qpDJV6HKjsZKno/PAh676uH3JPGPeUvRnLvoivDXe/h9O262gbK+voD+CCU/j2UDJWg8QgwuuN1fMf7Ix2vXbfVu2wD55AyUsptQogoYJWU0ttEeo/7uvzv+tq1DkGn7YikoiGJB1eej2IXCDvYElVuOWE1dyTv6WpTrVq4/euLyF6hpylHR+o5B1mQvoNZ0btJ0UUx21TLdVf+k60XZDM/6ntOid1OtGLjh7R09p7kLOBa8qJn+1Piaiie+yo2qVLnsPJ1Ww4GoZJnqCFdZyVR0WMSUTQ42pn5z5sRJgf3zf4nc00q3XF7b/b/bi4//NR3L1/htBZWfrwFnShh7RUO7vjNzYwqPsyRGenUHCVImFbLVWNXMsl8gOvfv5Y1q49n2n17eSC1pJdtB5Llp71Mjr6R63Zeyvg7D2OvOIyUngubHzPNyKZVYwB61edaKBajmM00n3kUVcco5H7chlhbwqjf5HJ09H5+dOcdFL6z3uMNy58VCHyVXvH03tfMaU8rbEQyodD7c196zqcMp9Zh5Oq904YvvNVd9FUlwD1lIxIZqXoPhdZ9FRsKt97DyVAJGjcBNwGPAguB9UApMKVj+HkhsF5K2SqEiBJCxOLMS9wOIIQ4E/gvsFAI8ZKUstcK8t72BeqEENk4A8aGjm1bhRBzceY0xkspA6u4G0IUG8SWKyhW0Fklbal6DloSAVClA4u0U+fQYyozEff5NsSJ45mbspf7U37oOIKOFF0MtyTth6T9XdtAxzRjA8Q6v5JferHvQNLgaKfBITmoxlJtj2dx3DbiOhyKgmDevTdjN8Ok1RXsuziLa047jC+nArDtmufoa0Ej4bJM1hwTjL1+B+WXJnJq5lecFvcdkwztXFh6Ef+6uIj86vUcuHcen+ev7mW7Sm1had1MbFLHb1O/xfF4OvaKTX3a7kStKOiZDL8mmzeL3mHBw0eT96t1zm1zpnFM8vcsH5/LenmXx2OqAazM4C/e6jX6s08k3khDofe/6S0ebYdT6zBy9d5Z3Bv6DvD6U9jen+OGi5Gq93BqvdN+J5Hs3weDiAwahRAG4F/AUcAqnDHJl0KIr4Ey4I8ds6dfAr7C2Ut4acfuDwGf4pwBfaUQIg74Oc5h6cnAEx3bnwF+BCwSQrwgpVzmvm/H8R4A3saZPtI5qeZR4DUgquPziEXE2VFOqsPuULCoCgkxbRwf78yZeKUxm0e3nI6sNJH3pQX1SAOmWiutDmPQ7FskbLEksseaxtaWHL6pyuGao3YSrTht1KutRNXaMf1zE3LyeD6/8TE6i6F6Yt63VoqPMvrM2+m2rVJmb+aQPYqPGqcTp7ewcsobxAoTOqHQ4BAoC8q7nii/vulxoHvYRJUONltV7iq9nKYVmaRuaeH2Z80YP+7bqVSrBor+fSUnjtvFU6PXsPeRuYz9xTr2vj2NbROWU++QpC5d19X++GUb+Wqa2eeNyZi1x+tn/uCpN9HfYt6ReMP0RDj1Hk6tO+2PXL17Sr9wDRCHSnpFoIxUvYdT6xB+vYeTiAwapZQ2nL2HrmwA/uDW7i/AX9y2rab3bOaTO/7fREcwKKW8Fbi1r32llFuB+W7bDgCn+Hc14aUoupZPjnmla1xdAeIUI2Dgtf1zKHq4FXXbf7raGyobabEHr0KUUcA8cxMnRrWiJJQxft1N6KYLyuzNvFI/m08fPp6krQew46zkP0rxPVvulynfcdLHP+G5I7XcnFjus61OCDJ1UaTrHLxpN7N6+wQSctZSZm/m/oNnUX2yFefzgZN4pTvXxSJtfNiSwi+KF5P3OqStdubNbHpyDvH0LtPgTv02A7Mv+ZYy4IQVV3LFWZ9jOFvlR3EvctHuRbSc0F24VRw7ha9+Klgtg/P84W0N4k787W0ZKoGiK+HUezi1DiNb7514S6cItBrAUNH+SNV7OLUO4dV7uInIoHG4IS1W7Hv2DegYfdX6KpWea4XpUXos4+RKq9VAfKXbSH1lDf/eU8DDUTXYpA6b1JGsb+HM2O+ZaIymxGLhvYZjaVMNnJNYwklRvrvUdQiiRPfT44Sp5VSqFs584edkP1xMHOs5bmsb58aXcPepl1H0+dHsPmV5r+MUvHkDx84tZeOuPAqv3MIKRnH5gVISfDgiPUpHwVsdT2Su56cpX7G23cjvxs2nc85T2a/nYUlVKbxlA0Xv3sTuC1+g1WFlWUMRf/r4DCYsrUTdtbfrmA3nN9O0eDKjz++70LIuMYH7tnxOoWEtqpTstMdyR95cwOlQ6q+cS80MByn5dSSfP5CUa/9wH2JzXyXD00oxnvbv64Y6UvUeTq13XvtI1bu3YDDQHkZ/cntdCYXWnezyuHWk6j3cWofI8++hQgsaRzCt7UbUmp43X7WxkbGXfMu/ldiudUf1mUW89dKxbDrmHS5cfx1jL/kWcPCPR66n5PKnu4YjPOGaewKwcvxKVrSkkf1w94y3aJ2FIoORPf+TTsHl6xj7wnXsXbSs6/P8d26g4K711AOF1HVtv+T0JVQ+IhE83ue1GoSOaUYdk567iRyXpdg2XfckUcLI2XfNpeC29bx2RgoVtiSWv7+Qoqd3oNbWIT4bzU05n+NA4ZzoLQAUvHIdRdd849NmxeWTmWP6HJ1wOvVLbrgWE93DH189/Ax7bDYaHCYOfpfEp4Wej/NG6UwaHVFcFV+OgugaxvAW4LlOhOlrzWn34/izRvVQ6YVxJ1h690YotP7V0a/7da3DUe/e8JbT6O/kGNf2nnrhNb17ZiT7dgif3sONf8kyGsMSu91HQrLLQvX2isPU7UwGQP9991Nt1pd2bD7nmHlmgrEa3eTxXe//NTmRc8bNI/fXzhyQohs2cnrW9K5/Bbc5hwz2PDKXvW8d1bWfum0H9XWxLinJffPwkp41/k/67e0U/OMGpM3OwXvmYZN6EnStWNJUSp8dw3Wle1gyupjnCov4zTNX4ECiEwp7z3yZZ/evRRi9B8wtx7X0cKon/2/PemfP1E/gvrJzSde1cUFsIxv3jel1jBW7p3BZ0SZunPAlDhzohIJaUcD+8gy/rjfQhH/X9/72LA4VwqH3YGu9c6k4fwm63k2RrXfoW/PDIXfXH4aD3sPp2/vSQqToPdRoPY0jmGnZB6laPJvY/a0orVZEm8XrUMuER/cxteImMjd3z6SLLq1hwW/uQCoAd/pt94vWQtRtO7o3rMlmSfZaXjv7pB7DBa7ox+byw/88x2aryq+YyaLttTSrZp6Me44rHvd/YXmD6FlnLnVDPXHlcRz4xWyWXLqKy+PLMQkDN7g8DU998iayKCb92WIq7m7j5C9vIfFLM6kXlyGt3heaumf6qh7vk/Ut4Cyhiz4nmxc/zkaxC1amTOTmxHJmmIyoFQU99tFlft/1er/dysQxzhmOl6z7Kf5WevLVO+heiqQv+hrCjmSCpfcfDj3lt81ga90iA7mNDoLeLeHU+98CuvZOfJXX8bTdfb+hynDQezh9O3jvZYXB0fvV/72Idac/6vc1hwMtaByBqNKBA8kTue+z4aEcWhwmbFKHisITn59F4c0beu1jrzhM1qOHAdj312lkJTdgPHUvo7w4Al9U2brLYa486Ky1BXDxl+9z1tRTUGvreu1j37ufSV8vIe+irXx0cHNXj4tNGtlxON1v27/8/jwy+C8AZ247wm1JbwPwZTvssaZhEgYs0obSlTMDd/70Pd56PIvDt83jiutnUvAv5xCEXAaiyODRjj0lhkviyuh0IgBPfXEGhTi/20PnjCH/rmJWy/e49R7njCy1oqCXbVcmjumu4fXW3JfJffYxuKXvG1tftRb9LUHib+5jpBFsveu9lnrtTbC1PvMPtwB3+G1/wHq/cSYF/4wMvRtzsv2+bm/0d3lMTe/+MZx8++lf3Mqqk57xaGvw9B7ZASNoQeOwp0VKNluspOusZOqie3Snj9FHMzau5/Jfy0b3XXIyKa6VooQq9vXznApMlXxFLtB7yavpq2vYfLTnrIm8i7YC3euqgjOfRY3yXHDYE21tzh952a/ncVuSs4BsldrC/Tsvp/7TTBbe+ijpuqgeNpbEV7HkUBVQwulZ03vceKyq5yGg7IwaopWeNzl9g/O69j00l/w/H2aV202owt5Msq7nzEbXJ1P3IrKKLbBep/4ylG6Ykab3YGu9YaotIPvB0Lsr4dQ7/nc69aC/AWIk1yPtZLjrPdS+3ZXyI4lebfmjd/eB/UD1bswe+EPSYKDlNA5zDuxL5a4bb+b4T2+jQnUuyaQTCopbEnMndrVvSSSctYt9s/q/JujFcfXEfZXCgV/O6/XZg2klfe4/pdhZQlOVDv7ZaibK7L9jKZ7/PMyayoUX/BsAm1RZVj+Dpn9kkvV4MVssaRiEzmutMGHq+aNPM3te9ile6X2H++gyZ1L3T87+GkTvgG+Txfk07G/e2py5P3jc7s86wJ05iwPJ/4pEIk3vwdb61KK+S++4MlC9K2Zzj/fh1HtsbLvH7d703teSgZ5w/zySA0YY/noPp2+/ZcIXXm2FU+/hRgsahzmiqRXjx5sY875Cjdo9tOTth+MzeboflG6N9rj9wZwV/OrKt3ptn7LsZz6Pp89IJ/H9GCYVX85Py09kY0s+SXrP65MesPW2naKL4fl3l3J0tDNXaqtV5ZXiE8h42Tlzbqqxyqf9paVrmHPhYywUi2n+eBypOs89Pw2O3k6jyBDDg3s3MT+2lF1XpfW6QU0wVvfax5XSsp7J0a/mfua1bV+FvD2188VQCR7DqfdQaH1xuvdZnYOh9+d3rKb5J7MBwq73PGN4Ft6KZO0Pd72H2re3LO7W+nUJh7y29Ufv7gwVvfeFNjw9QhAOiRrQXLTBZaIxmksfv4T7cyW7LlsKQLOjnXHL9mD3sZ8tP5O2FIW2uihaMoxMiyonRvH8NNr635410HSF46idk07dVIg+JGi58a9U2hIwHNGhZKbzwz3pjDWU+DzvsYZY1j79YkeOdAmzvLSr/N5zjbFJBpVj/3I191/4Lm/c23P4ocjgfbUEgHxDbK9Eak/EkdSr9yUYQ8yRfPN0J5L0HkytTzV5X5t2KOi9U0PK9EkUGd70adtd77NO99zLGkdSr7xcT/VHO1/7w1DSOgxfvYfat3/9zIvwDIDvtqHw7970Hm6ElP1MFNHwGyFENbC/z4YDI1dKmRom2+G2P1Jte7Sv/c2Hte1w2x+ptj3a1/7mw9p2uO1HnG3QgkYNDQ0NDQ0NDQ0/0HIaNTQ0NDQ0NDQ0+kQLGjU0NDQ0NDQ0NPpECxo1NDQ0NDQ0NDT6RAsaNTQ0NDQ0NDQ0+kQLGjU0NDQ0NDQ0NPpECxo1NDQ0NDQ0NDT6RAsaNTQ0NDQ0NDQ0+kQLGjU0NDQ0NDQ0NPpECxo1NDQ0NDQ0NDT65P8DFLiSj14WPZ0AAAAASUVORK5CYII=\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_error_matrix(\"../../../../solvers_and_timings/nucleation23/petsc/LinearPCGSolver/*/*/t=301.0.npz\",\n", - " \"../../../../solvers_and_timings/nucleation23/petsc/LinearPCGSolver/*/*/t=301.0.npz\",\n", - " nucleation, key=\"phi\")" - ] - }, - { - "cell_type": "code", - "execution_count": 46, - "id": "a8fa3fea-5d85-4033-854c-8815cdd4bec1", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/2948526623.py:31: RuntimeWarning: divide by zero encountered in log10\n", - " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" - ] - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_error_matrix(\"../../../../solvers_and_timings/nucleation22/petsc/LinearCGSSolver/*/*/t=300.0.npz\",\n", - " \"../../../../solvers_and_timings/nucleation22/petsc/LinearPCGSolver/*/*/t=300.0.npz\",\n", - " nucleation, key=\"phi\")" - ] - }, - { - "cell_type": "code", - "execution_count": 787, - "id": "cb388277-e624-4e37-a806-574f89e9735b", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/2043696119.py:27: RuntimeWarning: divide by zero encountered in log10\n", - " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" - ] - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", - " & (linux_total[\"solver_class\"].isin([\"LinearCGSSolver\", \"LinearGMRESSolver\"]))],\n", - " linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", - " & (linux_total[\"solver_class\"].isin([\"LinearCGSSolver\", \"LinearGMRESSolver\"]))],\n", - " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", - " diff_fn=scale_and_diff,\n", - " datafile=\"solution.npz\", key=\"value\")" - ] - }, - { - "cell_type": "code", - "execution_count": 787, - "id": "600bb596", + "cell_type": "markdown", + "id": "5b0528a3-1aec-4bb2-be20-256c9a9457ff", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/2043696119.py:27: RuntimeWarning: divide by zero encountered in log10\n", - " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" - ] - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], "source": [ - "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", - " & (linux_total[\"solver_class\"].isin([\"LinearCGSSolver\", \"LinearGMRESSolver\"]))],\n", - " linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", - " & (linux_total[\"solver_class\"].isin([\"LinearCGSSolver\", \"LinearGMRESSolver\"]))],\n", - " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", - " diff_fn=scale_and_diff,\n", - " datafile=\"solution.npz\", key=\"value\")" + "## Scratch" ] }, { "cell_type": "code", - "execution_count": 787, - "id": "87425a33", + "execution_count": 790, + "id": "476b0f6b-1e8d-4afa-aade-4413cca63550", "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/2043696119.py:27: RuntimeWarning: divide by zero encountered in log10\n", - " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" - ] - }, { "data": { - "image/png": "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\n", "text/plain": [ - "
" + "(498, 501)" ] }, + "execution_count": 790, "metadata": {}, - "output_type": "display_data" + "output_type": "execute_result" } ], "source": [ - "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", - " & (linux_total[\"solver_class\"].isin([\"LinearCGSSolver\", \"LinearGMRESSolver\"]))],\n", - " linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", - " & (linux_total[\"solver_class\"].isin([\"LinearCGSSolver\", \"LinearGMRESSolver\"]))],\n", - " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", - " diff_fn=scale_and_diff,\n", - " datafile=\"solution.npz\", key=\"value\")" + "int((1000 - 3) / 2), int((1000 + 3) / 2)" ] }, { "cell_type": "code", - "execution_count": 787, - "id": "d4e935b6", + "execution_count": 793, + "id": "c89bc7fd-7021-4044-a5a3-89a6c96ace72", "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/2043696119.py:27: RuntimeWarning: divide by zero encountered in log10\n", - " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" - ] - }, { "data": { - "image/png": "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\n", "text/plain": [ - "
" + "(342, 658)" ] }, + "execution_count": 793, "metadata": {}, - "output_type": "display_data" + "output_type": "execute_result" } ], "source": [ - "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", - " & (linux_total[\"solver_class\"].isin([\"LinearCGSSolver\", \"LinearGMRESSolver\"]))],\n", - " linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", - " & (linux_total[\"solver_class\"].isin([\"LinearCGSSolver\", \"LinearGMRESSolver\"]))],\n", - " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", - " diff_fn=scale_and_diff,\n", - " datafile=\"solution.npz\", key=\"value\")" + "(1000 - 316) // 2, (1000 + 316) // 2" ] }, { "cell_type": "code", - "execution_count": 787, - "id": "6ff55960", + "execution_count": 795, + "id": "31b740bb-2fd2-47f1-8031-af57aa55795d", "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/2043696119.py:27: RuntimeWarning: divide by zero encountered in log10\n", - " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" - ] - }, { "data": { - "image/png": "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\n", "text/plain": [ - "
" + "(498, 501)" ] }, + "execution_count": 795, "metadata": {}, - "output_type": "display_data" + "output_type": "execute_result" } ], "source": [ - "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", - " & (linux_total[\"solver_class\"].isin([\"LinearCGSSolver\", \"LinearGMRESSolver\"]))],\n", - " linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", - " & (linux_total[\"solver_class\"].isin([\"LinearCGSSolver\", \"LinearGMRESSolver\"]))],\n", - " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", - " diff_fn=scale_and_diff,\n", - " datafile=\"solution.npz\", key=\"value\")" + "(316 - 3) // 2 + 342, (316 + 3) // 2 + 342" ] }, { "cell_type": "code", - "execution_count": 361, - "id": "22af3904-b61e-4650-a84b-87b0dcf7185e", + "execution_count": 796, + "id": "fea2aa93-36f1-44b5-b0b4-0679265af42d", "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_69873/2078872991.py:31: RuntimeWarning: divide by zero encountered in log10\n", - " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" - ] - }, { "data": { - "image/png": "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\n", "text/plain": [ - "
" + "(495, 505)" ] }, + "execution_count": 796, "metadata": {}, - "output_type": "display_data" + "output_type": "execute_result" } ], "source": [ - "plot_error_matrix(\"linux/petsc/*/*/*/solution.npz\",\n", - " \"linux/scipy/*/*/*/solution.npz\",\n", - " linux)" + "int((1000 - 10) / 2), int((1000 + 10) / 2)" ] }, { "cell_type": "code", - "execution_count": 353, - "id": "29416f49-27a5-44e3-be09-f5444e870ff5", + "execution_count": 797, + "id": "0b0f2237-1ffa-41a3-b0d3-51535dea8422", "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_69873/2078872991.py:31: RuntimeWarning: divide by zero encountered in log10\n", - " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" - ] - }, { "data": { - "image/png": "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\n", "text/plain": [ - "
" + "(495, 505)" ] }, + "execution_count": 797, "metadata": {}, - "output_type": "display_data" + "output_type": "execute_result" } ], "source": [ - "plot_error_matrix(\"linux/petsc/LinearPCGSolver/*/*/solution.npz\",\n", - " \"linux/petsc/LinearPCGSolver/*/*/solution.npz\",\n", - " linux)" + "(316 - 10) // 2 + 342, (316 + 10) // 2 + 342" ] }, { "cell_type": "code", "execution_count": null, - "id": "610d0b3b-06d0-47ea-a6f5-da3dc6ee231c", + "id": "601b11c3-5641-46bf-91cc-41c79b660789", "metadata": {}, "outputs": [], "source": [] From 26a1210b63874a112db41076e93b16945c23191f Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 10 Aug 2022 16:53:25 -0400 Subject: [PATCH 157/303] Refactor functions --- examples/benchmarking/solvers/Analyze.ipynb | 224 ++++++++++++-------- 1 file changed, 136 insertions(+), 88 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index abecf23303..09096625dc 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -334,7 +334,7 @@ }, { "cell_type": "code", - "execution_count": 809, + "execution_count": 812, "id": "127d4d58-bf4b-4623-96c4-efc95b9c1518", "metadata": {}, "outputs": [], @@ -400,7 +400,7 @@ " return diff\n", "\n", "def value1(v1, v2):\n", - " \"\"\"Slice and calculate difference between `v1` and `v2`\n", + " \"\"\"Extract part of `v1` corresponding to `v2`.\n", " \n", " Parameters\n", " ----------\n", @@ -409,9 +409,8 @@ "\n", " Returns\n", " -------\n", - " diff : ndarray\n", - " Difference between `v1` and `v2`\n", - " (at size of whichever is smaller).\n", + " value : ndarray\n", + " Slice of `v1` that overlaps with `v2`.\n", " \"\"\"\n", " if v1 is None or v2 is None:\n", " return None\n", @@ -419,18 +418,16 @@ " N1 = v1.shape[0]\n", " N2 = v2.shape[0]\n", "\n", - " if N1 == N2:\n", - " diff = v1\n", - " elif N2 > N1:\n", - " diff = v1\n", + " if N1 <= N2:\n", + " value = v1\n", " else:\n", - " lower, upper = int((N1 - N2) / 2), int((N1 + N2) / 2)\n", - " diff = v1[lower:upper, lower:upper]\n", + " lower, upper = (N1 - N2) // 2, (N1 + N2) // 2\n", + " value = v1[lower:upper, lower:upper]\n", " \n", - " return diff\n", + " return value\n", "\n", "def value2(v1, v2):\n", - " \"\"\"Slice and calculate difference between `v1` and `v2`\n", + " \"\"\"Extract part of `v2` corresponding to `v1`.\n", " \n", " Parameters\n", " ----------\n", @@ -439,9 +436,8 @@ "\n", " Returns\n", " -------\n", - " diff : ndarray\n", - " Difference between `v1` and `v2`\n", - " (at size of whichever is smaller).\n", + " value : ndarray\n", + " Slice of `v1` that overlaps with `v2`.\n", " \"\"\"\n", " if v1 is None or v2 is None:\n", " return None\n", @@ -449,20 +445,18 @@ " N1 = v1.shape[0]\n", " N2 = v2.shape[0]\n", "\n", - " if N1 == N2:\n", - " diff = v2\n", - " elif N2 > N1:\n", - " lower, upper = int((N2 - N1) / 2), int((N2 + N1) / 2)\n", - " diff = v2[lower:upper, lower:upper]\n", + " if N1 >= N2:\n", + " value = v2\n", " else:\n", - " diff = v2\n", + " lower, upper = int((N2 - N1) / 2), int((N2 + N1) / 2)\n", + " value = v2[lower:upper, lower:upper]\n", " \n", - " return diff" + " return value" ] }, { "cell_type": "code", - "execution_count": 784, + "execution_count": 832, "id": "86bac0de-b7ca-4454-85be-33a74b0d5ba5", "metadata": {}, "outputs": [], @@ -489,6 +483,43 @@ " ann = ax.annotate(xy=(0, 0.5), xytext=(-baseline, 0), rotation=90,\n", " **kwargs)\n", " return ann\n", + "\n", + "def converged_color(df):\n", + " try:\n", + " # df is a Series\n", + " converged = bool(df.all())\n", + " except ValueError:\n", + " # df is a DataFrame\n", + " converged = bool(df.all().all())\n", + " if converged:\n", + " color = \"black\"\n", + " else:\n", + " color = \"red\"\n", + " \n", + " return color\n", + "\n", + "def label_width(ann, horizontal):\n", + " renderer = ann.figure.canvas.get_renderer()\n", + " bbox = ann.get_window_extent(renderer=renderer)\n", + " if horizontal:\n", + " width = bbox.y1 - bbox.y0\n", + " else:\n", + " width = bbox.x1 - bbox.x0\n", + "\n", + " return width\n", + "\n", + "def annotate_label(ax, df, name, label, prev_baseline, perpendicular, horizontal):\n", + " if name == \"numberOfElements\":\n", + " label = '{0}x{0}'.format(int(np.sqrt(label)))\n", + "\n", + " color = converged_color(df)\n", + "\n", + " if perpendicular:\n", + " ann = perpendicular_label(ax, prev_baseline, color, label, horizontal=horizontal)\n", + " else:\n", + " ann = parallel_label(ax, prev_baseline, color, label, horizontal=horizontal)\n", + "\n", + " return ann, label_width(ann, horizontal)\n", " \n", "def label_multiindex(df, axs, horizontal=True, offset=0, baseline=0):\n", " if not isinstance(df, pd.DataFrame):\n", @@ -501,41 +532,19 @@ " name = df.index.name\n", "\n", " count = 0\n", - " label_width = 0\n", " next_baseline = baseline\n", " for label in labels:\n", " labeldf = df.loc[label]\n", " level, num, prev_baseline = label_multiindex(labeldf, axs,\n", - " horizontal=horizontal, offset=offset + count,\n", - " baseline=baseline)\n", + " horizontal=horizontal, offset=offset + count,\n", + " baseline=baseline)\n", " \n", - " if name == \"numberOfElements\":\n", - " label = '{0}x{0}'.format(int(np.sqrt(label)))\n", - "\n", - " try:\n", - " # labeldf is a Series\n", - " converged = bool(labeldf.all())\n", - " except ValueError:\n", - " # labeldf is a DataFrame\n", - " converged = bool(labeldf.all().all())\n", - " if converged:\n", - " color = \"black\"\n", - " else:\n", - " color = \"red\"\n", - "\n", - " prev_baseline += 10\n", " ax = axs[offset + count + num // 2]\n", - " if level == 0:\n", - " ann = perpendicular_label(ax, prev_baseline, color, label, horizontal=horizontal)\n", - " else:\n", - " ann = parallel_label(ax, prev_baseline, color, label, horizontal=horizontal)\n", - "\n", - " renderer = ax.get_figure().canvas.get_renderer()\n", - " bbox = ann.get_window_extent(renderer=renderer)\n", - " if horizontal:\n", - " next_baseline = max(next_baseline, prev_baseline + bbox.y1 - bbox.y0)\n", - " else:\n", - " next_baseline = max(next_baseline, prev_baseline + bbox.x1 - bbox.x0)\n", + " prev_baseline += 10\n", + " ann, width = annotate_label(ax, labeldf, name, label, prev_baseline + 10, level == 0, horizontal)\n", + " \n", + " next_baseline = max(next_baseline,\n", + " prev_baseline + width)\n", " \n", " count += num\n", "\n", @@ -544,11 +553,33 @@ }, { "cell_type": "code", - "execution_count": 786, + "execution_count": 833, "id": "3f451a5f-b6b9-4a9a-80b8-f00767aa1922", "metadata": {}, "outputs": [], "source": [ + "def plot_difference(ax, groupA, groupB, datafile,\n", + " diff_fn=scale_and_diff, key=\"value\", logvalue=True):\n", + " converged_cmap = mpl.cm.get_cmap('viridis').copy()\n", + " converged_cmap.set_bad(color='black')\n", + "\n", + " diverged_cmap = mpl.cm.get_cmap('inferno').copy()\n", + " diverged_cmap.set_bad(color='black')\n", + "\n", + " fieldA = load_field(record=groupA.iloc[0], fname=datafile, key=key)\n", + " fieldB = load_field(record=groupB.iloc[0], fname=datafile, key=key)\n", + " diff = diff_fn(fieldA, fieldB)\n", + "\n", + " if diff is not None:\n", + " if groupA[\"converged\"].all() & groupB[\"converged\"].all():\n", + " cmap = converged_cmap\n", + " else:\n", + " cmap = diverged_cmap\n", + " if logvalue:\n", + " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n", + " else:\n", + " ax.imshow(diff, cmap=cmap)\n", + "\n", "def plot_error_matrix(dfA, dfB, by, datafile, diff_fn=scale_and_diff, key=\"value\", logvalue=True):\n", " groupsA = dfA.groupby(by)\n", " groupsB = dfB.groupby(by)\n", @@ -557,33 +588,15 @@ " figsize=(10, 10 * len(groupsB) / len(groupsA)))\n", " plt.setp(axs.flat, xticks=[], yticks=[], frame_on=False)\n", "\n", - " converged_cmap = mpl.cm.get_cmap('viridis').copy()\n", - " converged_cmap.set_bad(color='black')\n", - "\n", - " diverged_cmap = mpl.cm.get_cmap('inferno').copy()\n", - " diverged_cmap.set_bad(color='black')\n", - "\n", " for col, (keyA, groupA) in zip(axs.T, groupsA):\n", " for ax, (keyB, groupB) in zip(col, groupsB):\n", - " fieldA = load_field(record=groupA.iloc[0], fname=datafile, key=key)\n", - " fieldB = load_field(record=groupB.iloc[0], fname=datafile, key=key)\n", - " diff = diff_fn(fieldA, fieldB)\n", - " \n", - " if diff is not None:\n", - " if groupA[\"converged\"].all() & groupB[\"converged\"].all():\n", - " cmap = converged_cmap\n", - " else:\n", - " cmap = diverged_cmap\n", - " if logvalue:\n", - " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n", - " else:\n", - " ax.imshow(diff, cmap=cmap)\n", + " plot_difference(ax, groupA, groupB, datafile, diff_fn=diff_fn, key=key, logvalue=logvalue)\n", "\n", - " convergedA = groupsA.agg({\"converged\": \"all\"})\n", - " label_multiindex(convergedA, axs[0], horizontal=True)\n", + " label_multiindex(df=groupsA.agg({\"converged\": \"all\"}),\n", + " axs=axs[0], horizontal=True)\n", " \n", - " convergedB = groupsB.agg({\"converged\": \"all\"})\n", - " label_multiindex(convergedB, axs[:, 0], horizontal=False)" + " label_multiindex(df=groupsB.agg({\"converged\": \"all\"}),\n", + " axs=axs[:, 0], horizontal=False)" ] }, { @@ -1110,6 +1123,41 @@ " datafile=\"solution.npz\", key=\"value\")" ] }, + { + "cell_type": "code", + "execution_count": 816, + "id": "e6fceaf6-dbe9-4130-9eb4-9cc94d196116", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/4026615942.py:27: RuntimeWarning: divide by zero encountered in log10\n", + " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", + " & (linux_total[\"solver_class\"] == \"LinearGMRESSolver\")],\n", + " linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", + " & (linux_total[\"solver_class\"] == \"LinearGMRESSolver\")],\n", + " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", + " diff_fn=scale_and_diff,\n", + " datafile=\"solution.npz\", key=\"value\")" + ] + }, { "cell_type": "markdown", "id": "6d485c50-c630-4692-8724-509992f50ced", @@ -1366,7 +1414,7 @@ }, { "cell_type": "code", - "execution_count": 808, + "execution_count": 830, "id": "3c7194fe-3f82-4204-bdcc-66062bb3e7d1", "metadata": { "tags": [] @@ -1374,7 +1422,7 @@ "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -1750,7 +1798,7 @@ }, { "cell_type": "code", - "execution_count": 742, + "execution_count": 834, "id": "4a36326a-7146-4442-9209-84ea39d5dbf5", "metadata": {}, "outputs": [ @@ -1758,13 +1806,13 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/1875063161.py:63: RuntimeWarning: divide by zero encountered in log10\n", + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/133901982.py:19: RuntimeWarning: divide by zero encountered in log10\n", " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" ] }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -1852,7 +1900,7 @@ }, { "cell_type": "code", - "execution_count": 748, + "execution_count": 813, "id": "4fd74c91-c197-418d-b24d-d18c459151dd", "metadata": {}, "outputs": [ @@ -1878,7 +1926,7 @@ }, { "cell_type": "code", - "execution_count": 749, + "execution_count": 814, "id": "d65c3eed-e378-4fae-91e4-5108eb836d16", "metadata": {}, "outputs": [ @@ -1938,7 +1986,7 @@ }, { "cell_type": "code", - "execution_count": 753, + "execution_count": 819, "id": "85b2400c-5487-441f-a504-d3d11d21054d", "metadata": {}, "outputs": [ @@ -1946,7 +1994,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/1420086669.py:64: RuntimeWarning: divide by zero encountered in log10\n", + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/2962965929.py:18: RuntimeWarning: divide by zero encountered in log10\n", " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" ] }, @@ -1978,7 +2026,7 @@ "tags": [] }, "source": [ - "## Convert solutions" + "## convert solutions" ] }, { @@ -2041,7 +2089,7 @@ "id": "5b0528a3-1aec-4bb2-be20-256c9a9457ff", "metadata": {}, "source": [ - "## Scratch" + "## scratch" ] }, { From 955ea3b860fea346c17739a2cd6621ccea8f6bbf Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 10 Aug 2022 19:40:10 -0400 Subject: [PATCH 158/303] Document functions --- examples/benchmarking/solvers/Analyze.ipynb | 307 +++++++++++++++----- 1 file changed, 242 insertions(+), 65 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index 09096625dc..f7119fc7be 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -204,7 +204,7 @@ " \"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"\n", " fields in `record`.\n", " key : str\n", - " Designation of the field of interest\n", + " Designation of the field of interest within `fname`.\n", "\n", " Returns\n", " -------\n", @@ -456,15 +456,35 @@ }, { "cell_type": "code", - "execution_count": 832, + "execution_count": 838, "id": "86bac0de-b7ca-4454-85be-33a74b0d5ba5", "metadata": {}, "outputs": [], "source": [ - "def perpendicular_label(ax, baseline, color, label, horizontal):\n", + "def perpendicular_label(ax, baseline, color, label, rows):\n", + " \"\"\"Annotate text perpendicular to the outer edge of axes.\n", + " \n", + " Parameters\n", + " ----------\n", + " ax : ~matploblib.axes.Axes\n", + " Where to apply label.\n", + " baseline : float\n", + " The distance from the axes to position the label.\n", + " color : color\n", + " The foreground color of the label.\n", + " label : str\n", + " The text of the label.\n", + " rows : bool\n", + " Whether to apply label to rows or columns.\n", + "\n", + " Returns\n", + " -------\n", + " ann : ~matplotlib.text.Annotation\n", + " The displayed label.\n", + " \"\"\"\n", " kwargs = dict(text=label, size=8, color=color,\n", " textcoords='offset points', xycoords='axes fraction')\n", - " if horizontal:\n", + " if rows:\n", " ann = ax.annotate(xy=(0.5, 1), xytext=(0, baseline), rotation=90,\n", " ha='center', va='bottom', **kwargs)\n", " else:\n", @@ -472,11 +492,31 @@ " ha='right', va='center', **kwargs)\n", " return ann\n", "\n", - "def parallel_label(ax, baseline, color, label, horizontal):\n", + "def parallel_label(ax, baseline, color, label, rows):\n", + " \"\"\"Annotate text parallel to the outer edge of axes.\n", + " \n", + " Parameters\n", + " ----------\n", + " ax : ~matploblib.axes.Axes\n", + " Where to apply label.\n", + " baseline : float\n", + " The distance from the axes to position the label.\n", + " color : color\n", + " The foreground color of the label.\n", + " label : str\n", + " The text of the label.\n", + " rows : bool\n", + " Whether to apply label to rows or columns.\n", + "\n", + " Returns\n", + " -------\n", + " ann : ~matplotlib.text.Annotation\n", + " The displayed label.\n", + " \"\"\"\n", " kwargs = dict(text=label, size=10, color=color,\n", " textcoords='offset points', xycoords='axes fraction',\n", " ha='center', va='center')\n", - " if horizontal:\n", + " if rows:\n", " ann = ax.annotate(xy=(0.5, 1), xytext=(0, baseline), rotation=0,\n", " **kwargs)\n", " else:\n", @@ -484,90 +524,196 @@ " **kwargs)\n", " return ann\n", "\n", - "def converged_color(df):\n", + "def all_converged(df):\n", + " \"\"\"Determine whether all elements are converged.\n", + " \n", + " Parameters\n", + " ----------\n", + " df : pandas.DataFrame\n", + " Pandas object with a boolean \"converged\" field.\n", + "\n", + " Returns\n", + " -------\n", + " bool\n", + " Whether all elements of `df` are converged.\n", + " \"\"\"\n", " try:\n", " # df is a Series\n", " converged = bool(df.all())\n", " except ValueError:\n", " # df is a DataFrame\n", " converged = bool(df.all().all())\n", - " if converged:\n", - " color = \"black\"\n", - " else:\n", - " color = \"red\"\n", " \n", - " return color\n", + " return converged\n", "\n", - "def label_width(ann, horizontal):\n", + "def label_width(ann, rows):\n", + " \"\"\"Calculate display width of label annotation.\n", + " \n", + " Parameters\n", + " ----------\n", + " ann : ~matplotlib.text.Annotation\n", + " The displayed label.\n", + " rows : bool\n", + " Whether label was applied to rows or columns.\n", + " \n", + " Returns\n", + " -------\n", + " float\n", + " Width of :class:`~matplotlib.transforms.Bbox` of label\n", + " perpendicular to rows (columns).\n", + " \"\"\"\n", " renderer = ann.figure.canvas.get_renderer()\n", " bbox = ann.get_window_extent(renderer=renderer)\n", - " if horizontal:\n", + " if rows:\n", " width = bbox.y1 - bbox.y0\n", " else:\n", " width = bbox.x1 - bbox.x0\n", "\n", " return width\n", "\n", - "def annotate_label(ax, df, name, label, prev_baseline, perpendicular, horizontal):\n", + "def annotate_label(df, ax, name, label, rows, baseline, perpendicular):\n", + " \"\"\"Apply label to subplot.\n", + " \n", + " Parameters\n", + " ----------\n", + " df : pandas.DataFrame\n", + " Pandas object with a boolean \"converged\" field.\n", + " ax : ~matploblib.axes.Axes\n", + " Where to display difference image.\n", + " name : str\n", + " Name for this level of index labels.\n", + " label\n", + " Value of index\n", + " rows : bool\n", + " Whether to apply labels to rows or columns.\n", + " baseline : float\n", + " The distance from the axes to position the label.\n", + " perpendicular : bool\n", + " Whether label should be perpendicular to rows (columns) or parallel.\n", + "\n", + " Returns\n", + " -------\n", + " ann : ~matplotlib.text.Annotation\n", + " The displayed label.\n", + " width : float\n", + " Displayed width of :class:`~matplotlib.transforms.Bbox` of label\n", + " perpendicular to rows (columns).\n", + " \"\"\"\n", " if name == \"numberOfElements\":\n", " label = '{0}x{0}'.format(int(np.sqrt(label)))\n", "\n", - " color = converged_color(df)\n", + " if all_converged(df):\n", + " color = \"black\"\n", + " else:\n", + " color = \"red\"\n", "\n", " if perpendicular:\n", - " ann = perpendicular_label(ax, prev_baseline, color, label, horizontal=horizontal)\n", + " ann = perpendicular_label(ax, baseline, color, label, rows=rows)\n", " else:\n", - " ann = parallel_label(ax, prev_baseline, color, label, horizontal=horizontal)\n", + " ann = parallel_label(ax, baseline, color, label, rows=rows)\n", "\n", - " return ann, label_width(ann, horizontal)\n", + " return ann, label_width(ann, rows)\n", + " \n", + "def label_MultiIndex(df, axs, offset=0, rows=True, baseline=0):\n", + " \"\"\"Recursively label subplots according to a multilevel index.\n", " \n", - "def label_multiindex(df, axs, horizontal=True, offset=0, baseline=0):\n", - " if not isinstance(df, pd.DataFrame):\n", - " return 0, 1, baseline\n", - " elif isinstance(df.index, pd.MultiIndex):\n", + " The labels closest to the :class:`~matploblib.axes.Axes` will be\n", + " rotated perpendicular to the rows (columns). All remaining labels\n", + " will be parallel.\n", + " \n", + " Parameters\n", + " ----------\n", + " df : pandas.DataFrame\n", + " Aggregated data with boolean \"converged\" field.\n", + " axs : array-like (1-dimensional) of ~matploblib.axes.Axes\n", + " Where to apply the labels.\n", + " offset : int, default 0\n", + " Initial row or column for labeling.\n", + " rows : bool, default True\n", + " Whether to apply labels to rows or columns.\n", + " baseline : float, default 0\n", + " The distance from the axes to position the labels.\n", + "\n", + " Returns\n", + " -------\n", + " perpendicular : bool\n", + " Whether next level of labels should be perpendicular to rows (columns).\n", + " count : int\n", + " Number of rows or columns that were labeled.\n", + " next_baseline : float\n", + " The distance from the axes to position the next level of labels.\n", + " \"\"\"\n", + " if isinstance(df.index, pd.MultiIndex):\n", " labels = df.index.levels[0]\n", " name = df.index.names[0]\n", - " else:\n", + " elif isinstance(df, pd.DataFrame):\n", " labels = df.index\n", " name = df.index.name\n", + " else:\n", + " # At lowest level of indices. Break recursion.\n", + " return True, 1, baseline\n", "\n", " count = 0\n", " next_baseline = baseline\n", " for label in labels:\n", " labeldf = df.loc[label]\n", - " level, num, prev_baseline = label_multiindex(labeldf, axs,\n", - " horizontal=horizontal, offset=offset + count,\n", - " baseline=baseline)\n", + " (perpendicular,\n", + " num,\n", + " prev_baseline) = label_MultiIndex(df=labeldf,\n", + " axs=axs, offset=offset + count,\n", + " rows=rows, baseline=baseline)\n", " \n", - " ax = axs[offset + count + num // 2]\n", " prev_baseline += 10\n", - " ann, width = annotate_label(ax, labeldf, name, label, prev_baseline + 10, level == 0, horizontal)\n", + " ann, width = annotate_label(df=labeldf,\n", + " ax=axs[offset + count + num // 2],\n", + " name=name, label=label,\n", + " rows=rows, baseline=prev_baseline + 10,\n", + " perpendicular=perpendicular)\n", " \n", - " next_baseline = max(next_baseline,\n", - " prev_baseline + width)\n", + " next_baseline = max(next_baseline, prev_baseline + width)\n", " \n", " count += num\n", "\n", - " return level + 1, count, next_baseline" + " return False, count, next_baseline" ] }, { "cell_type": "code", - "execution_count": 833, + "execution_count": 836, "id": "3f451a5f-b6b9-4a9a-80b8-f00767aa1922", "metadata": {}, "outputs": [], "source": [ - "def plot_difference(ax, groupA, groupB, datafile,\n", - " diff_fn=scale_and_diff, key=\"value\", logvalue=True):\n", + "def plot_difference(ax, groupA, groupB, fname, key=\"value\",\n", + " diff_fn=scale_and_diff, logscale=True):\n", + " \"\"\"Plot image showing error between two records.\n", + " \n", + " Parameters\n", + " ----------\n", + " ax : ~matploblib.axes.Axes\n", + " Where to display difference image.\n", + " groupA, groupB : pandas.DataFrame\n", + " Records to compare. There may be multiple runs with the same parameters.\n", + " fname : str\n", + " Name of `.npz` file containing x-coordinates, y-coordinates, and values\n", + " to load from directory hierarchy determined by \"logfile\",\n", + " \"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"\n", + " fields in `dfA` and `dfB`.\n", + " key : str\n", + " Designation of the field of interest within `fname`.\n", + " diff_fn : function\n", + " Function to calculate difference between two ndarray objects.\n", + " logscale : bool, default True\n", + " Whether to display difference on logarithmic or linear scale.\n", + " \"\"\"\n", " converged_cmap = mpl.cm.get_cmap('viridis').copy()\n", " converged_cmap.set_bad(color='black')\n", "\n", " diverged_cmap = mpl.cm.get_cmap('inferno').copy()\n", " diverged_cmap.set_bad(color='black')\n", "\n", - " fieldA = load_field(record=groupA.iloc[0], fname=datafile, key=key)\n", - " fieldB = load_field(record=groupB.iloc[0], fname=datafile, key=key)\n", + " fieldA = load_field(record=groupA.iloc[0], fname=fname, key=key)\n", + " fieldB = load_field(record=groupB.iloc[0], fname=fname, key=key)\n", " diff = diff_fn(fieldA, fieldB)\n", "\n", " if diff is not None:\n", @@ -575,12 +721,35 @@ " cmap = converged_cmap\n", " else:\n", " cmap = diverged_cmap\n", - " if logvalue:\n", + " if logscale:\n", " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n", " else:\n", " ax.imshow(diff, cmap=cmap)\n", "\n", - "def plot_error_matrix(dfA, dfB, by, datafile, diff_fn=scale_and_diff, key=\"value\", logvalue=True):\n", + "def plot_error_matrix(dfA, dfB, by, fname, key=\"value\",\n", + " diff_fn=scale_and_diff, logscale=True):\n", + " \"\"\"Plot matrix of images showing the error between two sets of records.\n", + " \n", + " Top and left axes will be labeled hierarchically by groups.\n", + " \n", + " Parameters\n", + " ----------\n", + " dfA, dfB : pandas.DataFrame\n", + " Records to compare.\n", + " by : list of str\n", + " Keys to group `dfA` and `dfB` by.\n", + " fname : str\n", + " Name of `.npz` file containing x-coordinates, y-coordinates, and values\n", + " to load from directory hierarchy determined by \"logfile\",\n", + " \"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"\n", + " fields in `dfA` and `dfB`.\n", + " key : str\n", + " Designation of the field of interest within `fname`.\n", + " diff_fn : function\n", + " Function to calculate difference between two ndarray objects.\n", + " logscale : bool, default True\n", + " Whether to display difference on logarithmic or linear scale.\n", + " \"\"\"\n", " groupsA = dfA.groupby(by)\n", " groupsB = dfB.groupby(by)\n", " \n", @@ -590,13 +759,15 @@ "\n", " for col, (keyA, groupA) in zip(axs.T, groupsA):\n", " for ax, (keyB, groupB) in zip(col, groupsB):\n", - " plot_difference(ax, groupA, groupB, datafile, diff_fn=diff_fn, key=key, logvalue=logvalue)\n", + " plot_difference(ax=ax, groupA=groupA, groupB=groupB,\n", + " fname=fname, key=key,\n", + " diff_fn=diff_fn, logscale=logscale)\n", "\n", - " label_multiindex(df=groupsA.agg({\"converged\": \"all\"}),\n", - " axs=axs[0], horizontal=True)\n", + " label_MultiIndex(df=groupsA.agg({\"converged\": \"all\"}),\n", + " axs=axs[0], rows=True)\n", " \n", - " label_multiindex(df=groupsB.agg({\"converged\": \"all\"}),\n", - " axs=axs[:, 0], horizontal=False)" + " label_MultiIndex(df=groupsB.agg({\"converged\": \"all\"}),\n", + " axs=axs[:, 0], rows=False)" ] }, { @@ -1086,8 +1257,8 @@ " linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", " & (linux_total[\"solver_class\"].isin([\"LinearPCGSolver\"]))],\n", " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", - " diff_fn=scale_and_diff,\n", - " datafile=\"solution.npz\", key=\"value\")" + " fname=\"solution.npz\", key=\"value\",\n", + " diff_fn=scale_and_diff)" ] }, { @@ -1119,8 +1290,8 @@ "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")],\n", " linux_total[(linux_total[\"package.solver\"] == \"petsc\")],\n", " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", - " diff_fn=scale_and_diff,\n", - " datafile=\"solution.npz\", key=\"value\")" + " fname=\"solution.npz\", key=\"value\",\n", + " diff_fn=scale_and_diff) " ] }, { @@ -1154,8 +1325,8 @@ " linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", " & (linux_total[\"solver_class\"] == \"LinearGMRESSolver\")],\n", " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", - " diff_fn=scale_and_diff,\n", - " datafile=\"solution.npz\", key=\"value\")" + " fname=\"solution.npz\", key=\"value\",\n", + " diff_fn=scale_and_diff) " ] }, { @@ -1360,8 +1531,8 @@ " harmonic_right_total[(harmonic_right_total[\"package.solver\"] == \"petsc\")\n", " & (harmonic_right_total[\"preconditioner\"].isin([\"ILUPreconditioner\"]))],\n", " by=[\"package.solver\", \"preconditioner\", \"solver_class\", \"numberOfElements\"],\n", - " diff_fn=scale_and_diff,\n", - " datafile=\"solution.npz\", key=\"value\")" + " fname=\"solution.npz\", key=\"value\",\n", + " diff_fn=scale_and_diff) " ] }, { @@ -1437,8 +1608,8 @@ " harmonic_total[(harmonic_total[\"package.solver\"] == \"petsc\")\n", " & (harmonic_total[\"preconditioner\"].isin([\"ILUPreconditioner\"]))],\n", " by=[\"package.solver\", \"preconditioner\", \"solver_class\", \"numberOfElements\"],\n", - " diff_fn=scale_and_diff,\n", - " datafile=\"solution.npz\", key=\"value\")" + " fname=\"solution.npz\", key=\"value\",\n", + " diff_fn=scale_and_diff)" ] }, { @@ -1827,7 +1998,8 @@ " nucleation_total[(nucleation_total[\"package.solver\"] == \"pyamgx\")\n", " & (nucleation_total[\"solver_class\"] == \"LinearPCGSolver\")],\n", " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", - " datafile=\"t=301.0.npz\", diff_fn=extract_and_diff, key=\"phi\")" + " fname=\"t=301.0.npz\", key=\"phi\",\n", + " diff_fn=extract_and_diff)" ] }, { @@ -1861,7 +2033,8 @@ " nucleation_total[(nucleation_total[\"package.solver\"] == \"pyamgx\")\n", " & (nucleation_total[\"solver_class\"] == \"LinearGMRESSolver\")],\n", " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", - " datafile=\"t=301.0.npz\", diff_fn=extract_and_diff, key=\"phi\")" + " fname=\"t=301.0.npz\", key=\"phi\",\n", + " diff_fn=extract_and_diff)" ] }, { @@ -1895,7 +2068,8 @@ " nucleation_total[(nucleation_total[\"package.solver\"] == \"pyamgx\")\n", " & (nucleation_total[\"solver_class\"] == \"LinearPCGSolver\")],\n", " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", - " datafile=\"t=301.0.npz\", diff_fn=extract_and_diff, key=\"phi\")" + " fname=\"t=301.0.npz\", key=\"phi\",\n", + " diff_fn=extract_and_diff)" ] }, { @@ -1921,7 +2095,8 @@ " nucleation_total[(nucleation_total[\"package.solver\"] == \"pyamgx\")\n", " & (nucleation_total[\"solver_class\"] == \"LinearPCGSolver\")],\n", " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", - " datafile=\"t=301.0.npz\", diff_fn=value1, key=\"phi\", logvalue=False)" + " fname=\"t=301.0.npz\", key=\"phi\",\n", + " diff_fn=value1, logscale=False)" ] }, { @@ -1947,7 +2122,8 @@ " nucleation_total[(nucleation_total[\"package.solver\"] == \"pyamgx\")\n", " & (nucleation_total[\"solver_class\"] == \"LinearPCGSolver\")],\n", " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", - " datafile=\"t=301.0.npz\", diff_fn=value2, key=\"phi\", logvalue=False)" + " fname=\"t=301.0.npz\", key=\"phi\",\n", + " diff_fn=value2, logscale=False)" ] }, { @@ -1981,12 +2157,13 @@ " nucleation_total[(nucleation_total[\"package.solver\"] == \"scipy\")\n", " & (nucleation_total[\"numberOfElements\"] == 10**6)],\n", " by=[\"package.solver\", \"solver_class\", \"preconditioner\"],\n", - " datafile=\"t=301.0.npz\", diff_fn=extract_and_diff, key=\"phi\")" + " fname=\"t=301.0.npz\", key=\"phi\",\n", + " diff_fn=extract_and_diff)" ] }, { "cell_type": "code", - "execution_count": 819, + "execution_count": 839, "id": "85b2400c-5487-441f-a504-d3d11d21054d", "metadata": {}, "outputs": [ @@ -1994,13 +2171,13 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/2962965929.py:18: RuntimeWarning: divide by zero encountered in log10\n", + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/3586271709.py:39: RuntimeWarning: divide by zero encountered in log10\n", " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" ] }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -2015,8 +2192,8 @@ " nucleation_total[(nucleation_total[\"package.solver\"] == \"pyamgx\")\n", " & (nucleation_total[\"numberOfElements\"] == 10**6)],\n", " by=[\"package.solver\", \"solver_class\", \"preconditioner\"],\n", - " diff_fn=extract_and_diff,\n", - " datafile=\"t=301.0.npz\", key=\"phi\")" + " fname=\"t=301.0.npz\", key=\"phi\",\n", + " diff_fn=extract_and_diff)" ] }, { From fb1ced593eb2aace7def3c6f9b97f5f659254cbc Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 11 Aug 2022 08:00:41 -0400 Subject: [PATCH 159/303] Cleanup --- examples/benchmarking/solvers/Analyze.ipynb | 199 +++++++------------- 1 file changed, 64 insertions(+), 135 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index f7119fc7be..edf52c81fe 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -3,7 +3,10 @@ { "cell_type": "markdown", "id": "eb39f7fe-5e2a-4d07-ba67-7649c8eacbe8", - "metadata": {}, + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, "source": [ "## imports" ] @@ -34,6 +37,7 @@ "cell_type": "markdown", "id": "37d1b116-ff9f-4fda-916f-f273b38739cd", "metadata": { + "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -793,7 +797,7 @@ }, { "cell_type": "code", - "execution_count": 370, + "execution_count": 840, "id": "90a3d2b5-6408-42b1-83cf-e680f6479dfe", "metadata": { "tags": [] @@ -808,7 +812,7 @@ }, { "cell_type": "code", - "execution_count": 373, + "execution_count": 841, "id": "487464b5-f5da-488c-a198-756c05f63824", "metadata": {}, "outputs": [ @@ -831,7 +835,7 @@ }, { "cell_type": "code", - "execution_count": 374, + "execution_count": 842, "id": "eae57e2d-0207-4520-a53e-bac238e18563", "metadata": {}, "outputs": [ @@ -981,6 +985,33 @@ "plot_sweep_times(macos_sweep)" ] }, + { + "cell_type": "code", + "execution_count": 843, + "id": "e6fceaf6-dbe9-4130-9eb4-9cc94d196116", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", + " & (linux_total[\"solver_class\"] == \"LinearGMRESSolver\")],\n", + " macos_total[(macos_total[\"package.solver\"] == \"petsc\")\n", + " & (macos_total[\"solver_class\"] == \"LinearGMRESSolver\")],\n", + " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", + " fname=\"solution.npz\", key=\"value\",\n", + " diff_fn=scale_and_diff) " + ] + }, { "cell_type": "markdown", "id": "5d95d2bb-72d9-479c-a070-ac1cb969066b", @@ -1296,23 +1327,23 @@ }, { "cell_type": "code", - "execution_count": 816, - "id": "e6fceaf6-dbe9-4130-9eb4-9cc94d196116", + "execution_count": 844, + "id": "b264b652-1220-46a2-9f17-5557716a8518", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/4026615942.py:27: RuntimeWarning: divide by zero encountered in log10\n", + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/3586271709.py:39: RuntimeWarning: divide by zero encountered in log10\n", " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" ] }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -1321,9 +1352,9 @@ ], "source": [ "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", - " & (linux_total[\"solver_class\"] == \"LinearGMRESSolver\")],\n", + " & (linux_total[\"solver_class\"] == \"LinearCGSSolver\")],\n", " linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", - " & (linux_total[\"solver_class\"] == \"LinearGMRESSolver\")],\n", + " & (linux_total[\"solver_class\"] == \"LinearCGSSolver\")],\n", " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", " fname=\"solution.npz\", key=\"value\",\n", " diff_fn=scale_and_diff) " @@ -1333,6 +1364,7 @@ "cell_type": "markdown", "id": "6d485c50-c630-4692-8724-509992f50ced", "metadata": { + "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -1616,6 +1648,7 @@ "cell_type": "markdown", "id": "cdaf219f-2b38-463f-9f84-19a6095294b3", "metadata": { + "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -1729,7 +1762,13 @@ "cell_type": "code", "execution_count": 408, "id": "4c6aa296-65ec-42e7-97c9-b5b558275cee", - "metadata": {}, + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, "outputs": [ { "name": "stdout", @@ -1877,13 +1916,23 @@ }, { "cell_type": "code", - "execution_count": 455, + "execution_count": 845, "id": "234ec4aa-dfa6-4f66-a31e-919484017ada", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "text/plain": [ + "Text(0.5, 1.0, 'scipy')" + ] + }, + "execution_count": 845, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", "text/plain": [ "
" ] @@ -1903,6 +1952,7 @@ "\n", "plot_all(nucleation_total[scipy], color_by_suite=False,\n", " by=[\"solver_class\", \"preconditioner\"])\n", + "plt.title(\"scipy\")\n", "# plot_all(nucleation_total)\n", "# plt.ylim(bottom=1e-1, top=1e3)\n", "# plt.xlim(left=1e1, right=1e6)" @@ -2260,127 +2310,6 @@ "for path in glob.glob(\"linux/scipy/*/*/*/solution.tsv\"):\n", " tsv2npz(path)" ] - }, - { - "cell_type": "markdown", - "id": "5b0528a3-1aec-4bb2-be20-256c9a9457ff", - "metadata": {}, - "source": [ - "## scratch" - ] - }, - { - "cell_type": "code", - "execution_count": 790, - "id": "476b0f6b-1e8d-4afa-aade-4413cca63550", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(498, 501)" - ] - }, - "execution_count": 790, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "int((1000 - 3) / 2), int((1000 + 3) / 2)" - ] - }, - { - "cell_type": "code", - "execution_count": 793, - "id": "c89bc7fd-7021-4044-a5a3-89a6c96ace72", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(342, 658)" - ] - }, - "execution_count": 793, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "(1000 - 316) // 2, (1000 + 316) // 2" - ] - }, - { - "cell_type": "code", - "execution_count": 795, - "id": "31b740bb-2fd2-47f1-8031-af57aa55795d", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(498, 501)" - ] - }, - "execution_count": 795, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "(316 - 3) // 2 + 342, (316 + 3) // 2 + 342" - ] - }, - { - "cell_type": "code", - "execution_count": 796, - "id": "fea2aa93-36f1-44b5-b0b4-0679265af42d", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(495, 505)" - ] - }, - "execution_count": 796, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "int((1000 - 10) / 2), int((1000 + 10) / 2)" - ] - }, - { - "cell_type": "code", - "execution_count": 797, - "id": "0b0f2237-1ffa-41a3-b0d3-51535dea8422", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(495, 505)" - ] - }, - "execution_count": 797, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "(316 - 10) // 2 + 342, (316 + 10) // 2 + 342" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "601b11c3-5641-46bf-91cc-41c79b660789", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { From 938ddc80e5068ca4aab1ea556195d12cdf12d4af Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 11 Aug 2022 08:12:59 -0400 Subject: [PATCH 160/303] Move data to common directory --- examples/benchmarking/solvers/Analyze.ipynb | 65 +++++++++++++-------- 1 file changed, 40 insertions(+), 25 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index edf52c81fe..3cd6c09565 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -1,10 +1,19 @@ { "cells": [ + { + "cell_type": "code", + "execution_count": 846, + "id": "01973cc4-abe8-4eba-a586-0e680bce7349", + "metadata": {}, + "outputs": [], + "source": [ + "datapath = \"../../../../solvers_and_timings\"" + ] + }, { "cell_type": "markdown", "id": "eb39f7fe-5e2a-4d07-ba67-7649c8eacbe8", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -797,14 +806,14 @@ }, { "cell_type": "code", - "execution_count": 840, + "execution_count": 848, "id": "90a3d2b5-6408-42b1-83cf-e680f6479dfe", "metadata": { "tags": [] }, "outputs": [], "source": [ - "events = read_events(\"macOS/macos.log\")\n", + "events = read_events(os.path.join(datapath, \"macOS/macos.log\"))\n", "\n", "macos = events2df(events)\n", "macos_total = extract_total_times(macos)" @@ -1025,18 +1034,18 @@ }, { "cell_type": "code", - "execution_count": 377, + "execution_count": 849, "id": "bf22d01c-1ac6-4916-b768-8f742abebedb", "metadata": {}, "outputs": [], "source": [ - "gpu = events2df(read_events(\"gpu/gpu.log\"))\n", + "gpu = events2df(read_events(os.path.join(datapath, \"gpu/gpu.log\")))\n", "gpu_total = extract_total_times(gpu)" ] }, { "cell_type": "code", - "execution_count": 379, + "execution_count": 850, "id": "a7970c8e-35aa-458e-9f94-676b2a0dd851", "metadata": {}, "outputs": [ @@ -1153,14 +1162,16 @@ { "cell_type": "markdown", "id": "cb7fe00c-b659-4c57-8bf0-5880cab3675b", - "metadata": {}, + "metadata": { + "tags": [] + }, "source": [ "### Linux" ] }, { "cell_type": "code", - "execution_count": 764, + "execution_count": 847, "id": "f1b0161f-ba1b-45b4-a33c-a0312404e8e1", "metadata": { "tags": [] @@ -1168,7 +1179,7 @@ "outputs": [], "source": [ "events = []\n", - "for fname in glob.glob(\"linux/linux.*.log\"):\n", + "for fname in glob.glob(os.path.join(datapath, \"linux/linux.*.log\")):\n", " events.extend(read_events(fname))\n", "\n", "linux = events2df(events)\n", @@ -1364,7 +1375,6 @@ "cell_type": "markdown", "id": "6d485c50-c630-4692-8724-509992f50ced", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -1381,7 +1391,7 @@ "outputs": [], "source": [ "events = []\n", - "for fname in glob.glob(\"../../../../solvers_and_timings/arithmetic_diffusion/solver.*.log\"):\n", + "for fname in glob.glob(os.path.join(datapath, \"arithmetic_diffusion/solver.*.log\")):\n", " events.extend(read_events(fname))\n", "\n", "arithmetic = events2df(events)\n", @@ -1492,6 +1502,7 @@ "cell_type": "markdown", "id": "86442811-80b0-4373-8f64-6a79cb1b7c59", "metadata": { + "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -1500,7 +1511,7 @@ }, { "cell_type": "code", - "execution_count": 805, + "execution_count": 851, "id": "e8584436-7a06-4cfc-abca-2075b1490b9c", "metadata": { "tags": [] @@ -1508,7 +1519,7 @@ "outputs": [], "source": [ "events = []\n", - "for fname in glob.glob(\"../../../../solvers_and_timings/harmonic_right/solver.*.log\"):\n", + "for fname in glob.glob(os.path.join(datapath, \"harmonic_right/solver.*.log\")):\n", " events.extend(read_events(fname))\n", "\n", "harmonic_right = events2df(events)\n", @@ -1570,14 +1581,17 @@ { "cell_type": "markdown", "id": "75a53ee3-50c5-43eb-9346-b15d49c39e7d", - "metadata": {}, + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, "source": [ "#### harmonic" ] }, { "cell_type": "code", - "execution_count": 800, + "execution_count": 852, "id": "354afc3d-5c23-4bc6-a4b0-226e2f23ff0b", "metadata": { "tags": [] @@ -1585,7 +1599,7 @@ "outputs": [], "source": [ "events = []\n", - "for fname in glob.glob(\"../../../../solvers_and_timings/harmonic/solver.*.log\"):\n", + "for fname in glob.glob(os.path.join(datapath, \"harmonic/solver.*.log\")):\n", " events.extend(read_events(fname))\n", "\n", "harmonic = events2df(events)\n", @@ -1657,7 +1671,7 @@ }, { "cell_type": "code", - "execution_count": 385, + "execution_count": 853, "id": "20f5ef81-590d-4315-86bd-af05735675ce", "metadata": { "tags": [] @@ -1665,7 +1679,7 @@ "outputs": [], "source": [ "events = []\n", - "for fname in glob.glob(\"../../../../solvers_and_timings/constant_diffusion/solver.*.log\"):\n", + "for fname in glob.glob(os.path.join(datapath, \"constant_diffusion/solver.*.log\")):\n", " events.extend(read_events(fname))\n", "\n", "constant = events2df(events)\n", @@ -1735,6 +1749,7 @@ "cell_type": "markdown", "id": "ec40a762-abe6-487a-8cf2-acf1e395721e", "metadata": { + "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -1743,7 +1758,7 @@ }, { "cell_type": "code", - "execution_count": 442, + "execution_count": 854, "id": "ed08d7a0-27d7-41eb-9344-bc187d38d426", "metadata": { "tags": [] @@ -1751,7 +1766,7 @@ "outputs": [], "source": [ "events = []\n", - "for fname in glob.glob(\"../../../../solvers_and_timings/nucleation2[3,5]/solver.*.log\"):\n", + "for fname in glob.glob(os.path.join(datapath, \"nucleation2[3,5]/solver.*.log\")):\n", " events.extend(read_events(fname))\n", "\n", "nucleation = events2df(events)\n", @@ -2263,7 +2278,7 @@ "metadata": {}, "outputs": [], "source": [ - "for path in glob.glob(\"linux/petsc/LinearPCGSolver/*/*/solution.tsv\"):\n", + "for path in glob.glob(os.path.join(datapath, \"linux/petsc/LinearPCGSolver/*/*/solution.tsv\")):\n", " tsv2npz(path)" ] }, @@ -2274,7 +2289,7 @@ "metadata": {}, "outputs": [], "source": [ - "for path in glob.glob(\"linux/petsc/LinearGMRESSolver/*/*/solution.tsv\"):\n", + "for path in glob.glob(os.path.join(datapath, \"linux/petsc/LinearGMRESSolver/*/*/solution.tsv\")):\n", " tsv2npz(path)" ] }, @@ -2285,7 +2300,7 @@ "metadata": {}, "outputs": [], "source": [ - "for path in glob.glob(\"linux/petsc/LinearCGSSolver/*/*/solution.tsv\"):\n", + "for path in glob.glob(os.path.join(datapath, \"linux/petsc/LinearCGSSolver/*/*/solution.tsv\")):\n", " tsv2npz(path)" ] }, @@ -2296,7 +2311,7 @@ "metadata": {}, "outputs": [], "source": [ - "for path in glob.glob(\"linux/petsc/LinearLUSolver/*/*/solution.tsv\"):\n", + "for path in glob.glob(os.path.join(datapath, \"linux/petsc/LinearLUSolver/*/*/solution.tsv\")):\n", " tsv2npz(path)" ] }, @@ -2307,7 +2322,7 @@ "metadata": {}, "outputs": [], "source": [ - "for path in glob.glob(\"linux/scipy/*/*/*/solution.tsv\"):\n", + "for path in glob.glob(os.path.join(datapath, \"linux/scipy/*/*/*/solution.tsv\")):\n", " tsv2npz(path)" ] } From c0997e0ce2658e1968205779dad42ce00cb8c7f4 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 12 Aug 2022 12:10:20 -0400 Subject: [PATCH 161/303] Add colorbars and calculate actual solve time --- examples/benchmarking/solvers/Analyze.ipynb | 2543 +++++++++++++++++-- 1 file changed, 2380 insertions(+), 163 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index 3cd6c09565..214b0d8121 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -22,7 +22,7 @@ }, { "cell_type": "code", - "execution_count": 423, + "execution_count": 936, "id": "10cb75b9-d1a2-4ddc-90bf-68a382e059c4", "metadata": {}, "outputs": [], @@ -36,6 +36,7 @@ "import numpy as np\n", "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", + "from matplotlib import colors\n", "from matplotlib.lines import Line2D\n", "from matplotlib.legend import Legend\n", "import pandas as pd\n", @@ -46,7 +47,6 @@ "cell_type": "markdown", "id": "37d1b116-ff9f-4fda-916f-f273b38739cd", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -71,7 +71,7 @@ }, { "cell_type": "code", - "execution_count": 406, + "execution_count": 902, "id": "2f9b52f9-53f1-478b-8eea-a4c83f7d13c5", "metadata": {}, "outputs": [], @@ -134,6 +134,7 @@ " event[\"solve_time\"] = str(solve_time)\n", " converged = event[\"status_name\"] in success_statuses\n", " events.append(event)\n", + " solve_time = np.nan\n", " elif (level, function) == (\"DEBUG\", \"_solve_\"):\n", " if msg == \"BEGIN solve\":\n", " begin_time = pd.to_datetime(time_stamp)\n", @@ -154,11 +155,17 @@ " return df\n", "\n", "def extract_total_times(df):\n", + " solve_time = df.groupby(\"simulation_id\")[\"solve_time\"].sum()\n", + " \n", " df2 = df[df[\"state\"].isin([\"START\", \"END\"])].copy()\n", " df2[\"time_delta\"] = df2[\"time_stamp\"].diff()\n", + " df2 = df2[df2[\"state\"] == \"END\"].set_index(\"simulation_id\")\n", + " df2[\"solve_time\"] = solve_time\n", + " \n", " df2[\"elapsed_seconds\"] = df2[\"time_delta\"] / pd.Timedelta(\"00:00:01\")\n", + " df2[\"solve_seconds\"] = df2[\"solve_time\"] / pd.Timedelta(\"00:00:01\")\n", "\n", - " return df2[df2[\"state\"] == \"END\"].sort_values(\"numberOfElements\")\n", + " return df2.sort_values(\"numberOfElements\")\n", "\n", "def extract_sweep_times(df):\n", " df2 = df.copy()\n", @@ -252,7 +259,7 @@ }, { "cell_type": "code", - "execution_count": 444, + "execution_count": 927, "id": "1663a78e-be26-47ad-bf6a-197ca146e04a", "metadata": {}, "outputs": [], @@ -271,29 +278,42 @@ " fig, ax = plt.subplots(figsize=(8,6))\n", " groups = df.groupby(by + [\"numberOfElements\"])\n", " groups = groups.agg(converged=(\"converged\", \"all\"),\n", - " count=(\"elapsed_seconds\", \"count\"),\n", - " mean=(\"elapsed_seconds\", \"mean\"),\n", - " std=(\"elapsed_seconds\", \"std\")).reset_index()\n", + " elapsed_count=(\"elapsed_seconds\", \"count\"),\n", + " elapsed_mean=(\"elapsed_seconds\", \"mean\"),\n", + " elapsed_std=(\"elapsed_seconds\", \"std\"),\n", + " solve_count=(\"solve_seconds\", \"count\"),\n", + " solve_mean=(\"solve_seconds\", \"mean\"),\n", + " solve_std=(\"solve_seconds\", \"std\")).reset_index()\n", " groups = groups.groupby(by)\n", " for key, group in groups:\n", " if color_by_suite:\n", " color = color_map[key[0]]\n", - " group.mask(~group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"mean\", loglog=True,\n", + " group.mask(~group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"elapsed_mean\", loglog=True,\n", " ax=ax, label=key, color=color, marker=\".\", markersize=1.5)\n", - " group.mask(group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"mean\", loglog=True,\n", + " group.mask(group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"elapsed_mean\", loglog=True,\n", " ax=ax, label=None, color=color, marker=\"x\", linestyle=\"\")\n", + " \n", + " group.mask(~group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_mean\", loglog=True,\n", + " ax=ax, label=key, color=color, marker=\".\", markersize=1.5, linestyle=\"--\")\n", + " group.mask(group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_mean\", loglog=True,\n", + " ax=ax, label=None, color=color, marker=\"+\", linestyle=\"\")\n", " else:\n", - " group.mask(~group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"mean\", loglog=True,\n", + " group.mask(~group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"elapsed_mean\", loglog=True,\n", " ax=ax, label=key, marker=\".\", markersize=1.5)\n", " color = ax.lines[-1].get_color()\n", - " group.mask(group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"mean\", loglog=True,\n", + " group.mask(group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"elapsed_mean\", loglog=True,\n", " ax=ax, label=None, color=color, marker=\"x\", linestyle=\"\")\n", " \n", + " group.mask(~group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_mean\", loglog=True,\n", + " ax=ax, label=key, color=color, marker=\".\", markersize=1.5, linestyle=\"--\")\n", + " group.mask(group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_mean\", loglog=True,\n", + " ax=ax, label=None, color=color, marker=\"+\", linestyle=\"\")\n", + "\n", " # plot uncertainty\n", - " err = group[\"std\"] / np.sqrt(group[\"count\"])\n", + " err = group[\"elapsed_std\"] / np.sqrt(group[\"elapsed_count\"])\n", " ax.fill_between(group[\"numberOfElements\"],\n", - " group[\"mean\"] - err,\n", - " group[\"mean\"] + err,\n", + " group[\"elapsed_mean\"] - err,\n", + " group[\"elapsed_mean\"] + err,\n", " color=color,\n", " alpha=0.1)\n", "\n", @@ -317,6 +337,72 @@ " ax.set_ylabel(\"elapsed time / s\")\n", " ax.set_xlabel(\"number of elements\")\n", "\n", + "def plot_solve_fraction(df, color_by_suite=True,\n", + " by=[\"package.solver\", \"solver_class\", \"preconditioner\"]):\n", + " color_map = {\n", + " 'no-pysparse': 'red',\n", + " 'trilinos': 'red',\n", + " 'petsc': 'blue',\n", + " 'scipy': 'green',\n", + " 'pysparse': 'orange',\n", + " 'pyamgx': 'cyan'\n", + " }\n", + " \n", + " fig, ax = plt.subplots(figsize=(8,6))\n", + " groups = df.groupby(by + [\"numberOfElements\"])\n", + " groups = groups.agg(converged=(\"converged\", \"all\"),\n", + " elapsed_count=(\"elapsed_seconds\", \"count\"),\n", + " elapsed_mean=(\"elapsed_seconds\", \"mean\"),\n", + " elapsed_std=(\"elapsed_seconds\", \"std\"),\n", + " solve_count=(\"solve_seconds\", \"count\"),\n", + " solve_mean=(\"solve_seconds\", \"mean\"),\n", + " solve_std=(\"solve_seconds\", \"std\")).reset_index()\n", + " \n", + " groups[\"solve_fraction\"] = groups[\"solve_mean\"] / groups[\"elapsed_mean\"]\n", + " \n", + " groups = groups.groupby(by)\n", + " for key, group in groups:\n", + " if color_by_suite:\n", + " color = color_map[key[0]]\n", + " group.mask(~group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_fraction\", logx=True,\n", + " ax=ax, label=key, color=color, marker=\".\", markersize=1.5)\n", + " group.mask(group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_fraction\", logx=True,\n", + " ax=ax, label=None, color=color, marker=\"x\", linestyle=\"\")\n", + " else:\n", + " group.mask(~group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_fraction\", logx=True,\n", + " ax=ax, label=key, marker=\".\", markersize=1.5)\n", + " color = ax.lines[-1].get_color()\n", + " group.mask(group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_fraction\", logx=True,\n", + " ax=ax, label=None, color=color, marker=\"x\", linestyle=\"\")\n", + " \n", + " # # plot uncertainty\n", + " # err = group[\"elapsed_std\"] / np.sqrt(group[\"elapsed_count\"])\n", + " # ax.fill_between(group[\"numberOfElements\"],\n", + " # group[\"elapsed_mean\"] - err,\n", + " # group[\"elapsed_mean\"] + err,\n", + " # color=color,\n", + " # alpha=0.1)\n", + "\n", + " if color_by_suite:\n", + " legend_elements = [Line2D([0], [0], color=c, label=s)\n", + " for s, c in color_map.items()\n", + " if s in df[\"package.solver\"].unique()]\n", + " ax.legend(handles=legend_elements, bbox_to_anchor=(1., 1.))\n", + " else:\n", + " # only label converged lines\n", + " handles, labels = ax.get_legend_handles_labels()\n", + " ax.legend(handles[::2], labels[::2], bbox_to_anchor=(1., 1.))\n", + "\n", + " if ~df[\"converged\"].astype(bool).all():\n", + " legend_elements = [Line2D([0], [0], color=\"black\", marker=\".\", markersize=1.5),\n", + " Line2D([0], [0], color=\"black\", linewidth=0, marker=\"x\")]\n", + " leg = Legend(ax, handles=legend_elements, labels=[\"converged\", \"not converged\"],\n", + " loc='upper left', frameon=False)\n", + " ax.add_artist(leg);\n", + "\n", + " ax.set_ylabel(\"solve fraction\")\n", + " ax.set_xlabel(\"number of elements\")\n", + "\n", "def plot_by_solver(df):\n", " for solver_class, group1 in df.groupby([\"solver_class\"]):\n", " plot_all(group1, by=[\"package.solver\", \"preconditioner\"])\n", @@ -347,7 +433,7 @@ }, { "cell_type": "code", - "execution_count": 812, + "execution_count": 971, "id": "127d4d58-bf4b-4623-96c4-efc95b9c1518", "metadata": {}, "outputs": [], @@ -379,7 +465,7 @@ " else:\n", " diff = v2 - ndimage.zoom(v1, N2 / N1)\n", " \n", - " return diff\n", + " return abs(diff)\n", "\n", "def extract_and_diff(v1, v2):\n", " \"\"\"Slice and calculate difference between `v1` and `v2`\n", @@ -410,7 +496,7 @@ " lower, upper = int((N1 - N2) / 2), int((N1 + N2) / 2)\n", " diff = v2 - v1[lower:upper, lower:upper]\n", " \n", - " return diff\n", + " return abs(diff)\n", "\n", "def value1(v1, v2):\n", " \"\"\"Extract part of `v1` corresponding to `v2`.\n", @@ -692,13 +778,13 @@ }, { "cell_type": "code", - "execution_count": 836, + "execution_count": 987, "id": "3f451a5f-b6b9-4a9a-80b8-f00767aa1922", "metadata": {}, "outputs": [], "source": [ - "def plot_difference(ax, groupA, groupB, fname, key=\"value\",\n", - " diff_fn=scale_and_diff, logscale=True):\n", + "def plot_difference(ax, groupA, groupB, fname, key, diff_fn,\n", + " norm, converged_cmap, diverged_cmap):\n", " \"\"\"Plot image showing error between two records.\n", " \n", " Parameters\n", @@ -716,15 +802,10 @@ " Designation of the field of interest within `fname`.\n", " diff_fn : function\n", " Function to calculate difference between two ndarray objects.\n", - " logscale : bool, default True\n", - " Whether to display difference on logarithmic or linear scale.\n", + " norm : \n", + " ???\n", + " converged_cmap, diverged_cmap : \n", " \"\"\"\n", - " converged_cmap = mpl.cm.get_cmap('viridis').copy()\n", - " converged_cmap.set_bad(color='black')\n", - "\n", - " diverged_cmap = mpl.cm.get_cmap('inferno').copy()\n", - " diverged_cmap.set_bad(color='black')\n", - "\n", " fieldA = load_field(record=groupA.iloc[0], fname=fname, key=key)\n", " fieldB = load_field(record=groupB.iloc[0], fname=fname, key=key)\n", " diff = diff_fn(fieldA, fieldB)\n", @@ -734,13 +815,12 @@ " cmap = converged_cmap\n", " else:\n", " cmap = diverged_cmap\n", - " if logscale:\n", - " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n", - " else:\n", - " ax.imshow(diff, cmap=cmap)\n", + "\n", + " ax.imshow(diff, norm=norm, cmap=cmap)\n", "\n", "def plot_error_matrix(dfA, dfB, by, fname, key=\"value\",\n", - " diff_fn=scale_and_diff, logscale=True):\n", + " diff_fn=scale_and_diff,\n", + " vmin=1e-16, vmax=1, logscale=True):\n", " \"\"\"Plot matrix of images showing the error between two sets of records.\n", " \n", " Top and left axes will be labeled hierarchically by groups.\n", @@ -760,6 +840,8 @@ " Designation of the field of interest within `fname`.\n", " diff_fn : function\n", " Function to calculate difference between two ndarray objects.\n", + " vmin, vmax : float\n", + " Display range of data.\n", " logscale : bool, default True\n", " Whether to display difference on logarithmic or linear scale.\n", " \"\"\"\n", @@ -769,12 +851,33 @@ " fig, axs = plt.subplots(ncols=len(groupsA), nrows=len(groupsB),\n", " figsize=(10, 10 * len(groupsB) / len(groupsA)))\n", " plt.setp(axs.flat, xticks=[], yticks=[], frame_on=False)\n", + " \n", + " if logscale:\n", + " norm = colors.LogNorm(vmin=vmin, vmax=vmax)\n", + " else:\n", + " norm = colors.Normalize(vmin=vmin, vmax=vmax)\n", + " \n", + " converged_cmap = mpl.cm.get_cmap('viridis').copy()\n", + " converged_cmap.set_bad(color='black')\n", + " cax = plt.axes([0.95, 0.3, 0.025, 0.4])\n", + " converged_cb = plt.colorbar(mpl.cm.ScalarMappable(norm=norm, cmap=converged_cmap),\n", + " cax=cax)\n", + " converged_cb.set_label(\"converged\", labelpad=-70)\n", "\n", + " diverged_cmap = mpl.cm.get_cmap('inferno').copy()\n", + " diverged_cmap.set_bad(color='black')\n", + " cax = plt.axes([1.025, 0.3, 0.025, 0.4])\n", + " diverged_cb = plt.colorbar(mpl.cm.ScalarMappable(norm=norm, cmap=diverged_cmap),\n", + " cax=cax, ticklocation='left', format=\"\")\n", + " diverged_cb.set_label(\"diverged\", labelpad=-45, color=\"red\")\n", + " \n", " for col, (keyA, groupA) in zip(axs.T, groupsA):\n", " for ax, (keyB, groupB) in zip(col, groupsB):\n", " plot_difference(ax=ax, groupA=groupA, groupB=groupB,\n", " fname=fname, key=key,\n", - " diff_fn=diff_fn, logscale=logscale)\n", + " diff_fn=diff_fn, norm=norm,\n", + " converged_cmap=converged_cmap,\n", + " diverged_cmap=diverged_cmap)\n", "\n", " label_MultiIndex(df=groupsA.agg({\"converged\": \"all\"}),\n", " axs=axs[0], rows=True)\n", @@ -1270,26 +1373,20 @@ }, { "cell_type": "code", - "execution_count": 798, + "execution_count": 990, "id": "a1286dee-fd05-48f0-a1f1-08bd4e411738", "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/2043696119.py:27: RuntimeWarning: divide by zero encountered in log10\n", - " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" - ] - }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -1305,26 +1402,20 @@ }, { "cell_type": "code", - "execution_count": 788, + "execution_count": 996, "id": "3e21079d-972f-4ebe-a8a3-02e00d97c837", "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/2043696119.py:27: RuntimeWarning: divide by zero encountered in log10\n", - " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" - ] - }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -1338,26 +1429,20 @@ }, { "cell_type": "code", - "execution_count": 844, + "execution_count": 991, "id": "b264b652-1220-46a2-9f17-5557716a8518", "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/3586271709.py:39: RuntimeWarning: divide by zero encountered in log10\n", - " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" - ] - }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -1375,6 +1460,7 @@ "cell_type": "markdown", "id": "6d485c50-c630-4692-8724-509992f50ced", "metadata": { + "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -1551,7 +1637,7 @@ }, { "cell_type": "code", - "execution_count": 807, + "execution_count": 992, "id": "eb0cca9c-782e-4322-a5d9-c815f2ffdf53", "metadata": { "tags": [] @@ -1559,12 +1645,14 @@ "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -1749,7 +1837,6 @@ "cell_type": "markdown", "id": "ec40a762-abe6-487a-8cf2-acf1e395721e", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -1758,7 +1845,7 @@ }, { "cell_type": "code", - "execution_count": 854, + "execution_count": 903, "id": "ed08d7a0-27d7-41eb-9344-bc187d38d426", "metadata": { "tags": [] @@ -1773,6 +1860,1961 @@ "nucleation_total = extract_total_times(nucleation)" ] }, + { + "cell_type": "code", + "execution_count": 868, + "id": "f54922a7-e012-48b8-96ff-b58b086e1a63", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
statenumberOfElementssweepspreconditionerlogfiletime_stampsolver_classsolve_timesimulation_idconverged...max_iterationsconda.conda_info.env_vars.EVOLVERPATHscaled_residualconvergence_residualAztec_versionconda.conda_info.env_vars.CONDA_PYTHONBREAKPOINTconda.conda_info.env_vars.PYTHONBREAKPOINTksp_solverksp_preconksp_norm_type
0START9615unpreconditioned../../../../solvers_and_timings/nucleation25/s...2022-08-04 09:11:29.356LinearPCGSolverNaT46e02c26-d13e-4cf6-9eba-f1979515379cFalse...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1SWEEP9615unpreconditioned../../../../solvers_and_timings/nucleation25/s...2022-08-04 09:11:29.422LinearPCGSolver0 days 00:00:00.00600046e02c26-d13e-4cf6-9eba-f1979515379cFalse...1000.0NaNNaNNaNNaNNaNNaNNaNNaNNaN
2SWEEP9615unpreconditioned../../../../solvers_and_timings/nucleation25/s...2022-08-04 09:11:29.451LinearPCGSolver0 days 00:00:00.00300046e02c26-d13e-4cf6-9eba-f1979515379cFalse...1000.0NaNNaNNaNNaNNaNNaNNaNNaNNaN
3SWEEP9615unpreconditioned../../../../solvers_and_timings/nucleation25/s...2022-08-04 09:11:29.485LinearPCGSolver0 days 00:00:00.00600046e02c26-d13e-4cf6-9eba-f1979515379cFalse...1000.0NaNNaNNaNNaNNaNNaNNaNNaNNaN
4SWEEP9615unpreconditioned../../../../solvers_and_timings/nucleation25/s...2022-08-04 09:11:29.530LinearPCGSolver0 days 00:00:00.01700046e02c26-d13e-4cf6-9eba-f1979515379cFalse...1000.0NaNNaNNaNNaNNaNNaNNaNNaNNaN
..................................................................
3691SWEEP1005unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 08:57:01.778LinearGMRESSolver0 days 00:00:00.00100031976c1b-8f53-486a-b27e-6c3f42bb30c1False...1000.0/usr/site/lib/fe:/usr/site/doc/html/evolver9.002392e-111.024445e-112.109NaNNaNNaNNaNNaN
3692SWEEP1005unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 08:57:01.801LinearGMRESSolver0 days 00:00:0031976c1b-8f53-486a-b27e-6c3f42bb30c1False...1000.0/usr/site/lib/fe:/usr/site/doc/html/evolver9.220517e-113.713690e-122.109NaNNaNNaNNaNNaN
3693SWEEP1005unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 08:57:01.823LinearGMRESSolver0 days 00:00:00.00100031976c1b-8f53-486a-b27e-6c3f42bb30c1False...1000.0/usr/site/lib/fe:/usr/site/doc/html/evolver9.111735e-111.371556e-122.109NaNNaNNaNNaNNaN
3694SWEEP1005unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 08:57:01.844LinearGMRESSolver0 days 00:00:0031976c1b-8f53-486a-b27e-6c3f42bb30c1False...1000.0/usr/site/lib/fe:/usr/site/doc/html/evolver7.983698e-114.712464e-132.109NaNNaNNaNNaNNaN
3695END1005unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 08:57:01.845LinearGMRESSolver0 days 00:00:0031976c1b-8f53-486a-b27e-6c3f42bb30c1True...NaN/usr/site/lib/fe:/usr/site/doc/html/evolverNaNNaNNaNNaNNaNNaNNaNNaN
\n", + "

3696 rows × 107 columns

\n", + "
" + ], + "text/plain": [ + " state numberOfElements sweeps preconditioner \\\n", + "0 START 961 5 unpreconditioned \n", + "1 SWEEP 961 5 unpreconditioned \n", + "2 SWEEP 961 5 unpreconditioned \n", + "3 SWEEP 961 5 unpreconditioned \n", + "4 SWEEP 961 5 unpreconditioned \n", + "... ... ... ... ... \n", + "3691 SWEEP 100 5 unpreconditioned \n", + "3692 SWEEP 100 5 unpreconditioned \n", + "3693 SWEEP 100 5 unpreconditioned \n", + "3694 SWEEP 100 5 unpreconditioned \n", + "3695 END 100 5 unpreconditioned \n", + "\n", + " logfile \\\n", + "0 ../../../../solvers_and_timings/nucleation25/s... \n", + "1 ../../../../solvers_and_timings/nucleation25/s... \n", + "2 ../../../../solvers_and_timings/nucleation25/s... \n", + "3 ../../../../solvers_and_timings/nucleation25/s... \n", + "4 ../../../../solvers_and_timings/nucleation25/s... \n", + "... ... \n", + "3691 ../../../../solvers_and_timings/nucleation23/s... \n", + "3692 ../../../../solvers_and_timings/nucleation23/s... \n", + "3693 ../../../../solvers_and_timings/nucleation23/s... \n", + "3694 ../../../../solvers_and_timings/nucleation23/s... \n", + "3695 ../../../../solvers_and_timings/nucleation23/s... \n", + "\n", + " time_stamp solver_class solve_time \\\n", + "0 2022-08-04 09:11:29.356 LinearPCGSolver NaT \n", + "1 2022-08-04 09:11:29.422 LinearPCGSolver 0 days 00:00:00.006000 \n", + "2 2022-08-04 09:11:29.451 LinearPCGSolver 0 days 00:00:00.003000 \n", + "3 2022-08-04 09:11:29.485 LinearPCGSolver 0 days 00:00:00.006000 \n", + "4 2022-08-04 09:11:29.530 LinearPCGSolver 0 days 00:00:00.017000 \n", + "... ... ... ... \n", + "3691 2022-07-25 08:57:01.778 LinearGMRESSolver 0 days 00:00:00.001000 \n", + "3692 2022-07-25 08:57:01.801 LinearGMRESSolver 0 days 00:00:00 \n", + "3693 2022-07-25 08:57:01.823 LinearGMRESSolver 0 days 00:00:00.001000 \n", + "3694 2022-07-25 08:57:01.844 LinearGMRESSolver 0 days 00:00:00 \n", + "3695 2022-07-25 08:57:01.845 LinearGMRESSolver 0 days 00:00:00 \n", + "\n", + " simulation_id converged ... max_iterations \\\n", + "0 46e02c26-d13e-4cf6-9eba-f1979515379c False ... NaN \n", + "1 46e02c26-d13e-4cf6-9eba-f1979515379c False ... 1000.0 \n", + "2 46e02c26-d13e-4cf6-9eba-f1979515379c False ... 1000.0 \n", + "3 46e02c26-d13e-4cf6-9eba-f1979515379c False ... 1000.0 \n", + "4 46e02c26-d13e-4cf6-9eba-f1979515379c False ... 1000.0 \n", + "... ... ... ... ... \n", + "3691 31976c1b-8f53-486a-b27e-6c3f42bb30c1 False ... 1000.0 \n", + "3692 31976c1b-8f53-486a-b27e-6c3f42bb30c1 False ... 1000.0 \n", + "3693 31976c1b-8f53-486a-b27e-6c3f42bb30c1 False ... 1000.0 \n", + "3694 31976c1b-8f53-486a-b27e-6c3f42bb30c1 False ... 1000.0 \n", + "3695 31976c1b-8f53-486a-b27e-6c3f42bb30c1 True ... NaN \n", + "\n", + " conda.conda_info.env_vars.EVOLVERPATH scaled_residual \\\n", + "0 NaN NaN \n", + "1 NaN NaN \n", + "2 NaN NaN \n", + "3 NaN NaN \n", + "4 NaN NaN \n", + "... ... ... \n", + "3691 /usr/site/lib/fe:/usr/site/doc/html/evolver 9.002392e-11 \n", + "3692 /usr/site/lib/fe:/usr/site/doc/html/evolver 9.220517e-11 \n", + "3693 /usr/site/lib/fe:/usr/site/doc/html/evolver 9.111735e-11 \n", + "3694 /usr/site/lib/fe:/usr/site/doc/html/evolver 7.983698e-11 \n", + "3695 /usr/site/lib/fe:/usr/site/doc/html/evolver NaN \n", + "\n", + " convergence_residual Aztec_version \\\n", + "0 NaN NaN \n", + "1 NaN NaN \n", + "2 NaN NaN \n", + "3 NaN NaN \n", + "4 NaN NaN \n", + "... ... ... \n", + "3691 1.024445e-11 2.109 \n", + "3692 3.713690e-12 2.109 \n", + "3693 1.371556e-12 2.109 \n", + "3694 4.712464e-13 2.109 \n", + "3695 NaN NaN \n", + "\n", + " conda.conda_info.env_vars.CONDA_PYTHONBREAKPOINT \\\n", + "0 NaN \n", + "1 NaN \n", + "2 NaN \n", + "3 NaN \n", + "4 NaN \n", + "... ... \n", + "3691 NaN \n", + "3692 NaN \n", + "3693 NaN \n", + "3694 NaN \n", + "3695 NaN \n", + "\n", + " conda.conda_info.env_vars.PYTHONBREAKPOINT ksp_solver ksp_precon \\\n", + "0 NaN NaN NaN \n", + "1 NaN NaN NaN \n", + "2 NaN NaN NaN \n", + "3 NaN NaN NaN \n", + "4 NaN NaN NaN \n", + "... ... ... ... \n", + "3691 NaN NaN NaN \n", + "3692 NaN NaN NaN \n", + "3693 NaN NaN NaN \n", + "3694 NaN NaN NaN \n", + "3695 NaN NaN NaN \n", + "\n", + " ksp_norm_type \n", + "0 NaN \n", + "1 NaN \n", + "2 NaN \n", + "3 NaN \n", + "4 NaN \n", + "... ... \n", + "3691 NaN \n", + "3692 NaN \n", + "3693 NaN \n", + "3694 NaN \n", + "3695 NaN \n", + "\n", + "[3696 rows x 107 columns]" + ] + }, + "execution_count": 868, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "nucleation" + ] + }, + { + "cell_type": "code", + "execution_count": 887, + "id": "98837958-d997-4db3-b7dd-936625615103", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
statenumberOfElementssweepspreconditionerlogfiletime_stampsolver_classsolve_timesimulation_idconverged...max_iterationsconda.conda_info.env_vars.EVOLVERPATHscaled_residualconvergence_residualAztec_versionconda.conda_info.env_vars.CONDA_PYTHONBREAKPOINTconda.conda_info.env_vars.PYTHONBREAKPOINTksp_solverksp_preconksp_norm_type
0START9615unpreconditioned../../../../solvers_and_timings/nucleation25/s...2022-08-04 09:11:29.356LinearPCGSolverNaT35957398-e2ff-4d43-801b-741afefabcefFalse...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
6END9615unpreconditioned../../../../solvers_and_timings/nucleation25/s...2022-08-04 09:11:29.580LinearPCGSolverNaT35957398-e2ff-4d43-801b-741afefabcefTrue...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
7START9615unpreconditioned../../../../solvers_and_timings/nucleation25/s...2022-08-04 09:11:29.598LinearPCGSolverNaT3c4a86bc-23e0-4c65-a66e-91084f868a93False...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
13END9615unpreconditioned../../../../solvers_and_timings/nucleation25/s...2022-08-04 09:11:29.872LinearPCGSolverNaT3c4a86bc-23e0-4c65-a66e-91084f868a93True...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
14START1005unpreconditioned../../../../solvers_and_timings/nucleation25/s...2022-08-04 09:11:28.141LinearLUSolverNaT1760eeee-ef94-43a3-9819-5702586b3314False...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
..................................................................
3681END10000005JacobiPreconditioner../../../../solvers_and_timings/nucleation23/s...2022-07-25 09:00:13.699LinearPCGSolverNaTb9dfba3f-621a-46f3-8bda-97e24404a0daTrue...NaN/usr/site/lib/fe:/usr/site/doc/html/evolverNaNNaNNaNNaNNaNNaNNaNNaN
3682START1005unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 08:57:01.442LinearGMRESSolverNaT6c6d58e4-b05a-409d-bd78-9219490afa89False...NaN/usr/site/lib/fe:/usr/site/doc/html/evolverNaNNaNNaNNaNNaNNaNNaNNaN
3688END1005unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 08:57:01.709LinearGMRESSolverNaT6c6d58e4-b05a-409d-bd78-9219490afa89True...NaN/usr/site/lib/fe:/usr/site/doc/html/evolverNaNNaNNaNNaNNaNNaNNaNNaN
3689START1005unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 08:57:01.726LinearGMRESSolverNaT30f8779f-52c9-4387-8eb3-bcde6cd915f1False...NaN/usr/site/lib/fe:/usr/site/doc/html/evolverNaNNaNNaNNaNNaNNaNNaNNaN
3695END1005unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 08:57:01.845LinearGMRESSolverNaT30f8779f-52c9-4387-8eb3-bcde6cd915f1True...NaN/usr/site/lib/fe:/usr/site/doc/html/evolverNaNNaNNaNNaNNaNNaNNaNNaN
\n", + "

1056 rows × 107 columns

\n", + "
" + ], + "text/plain": [ + " state numberOfElements sweeps preconditioner \\\n", + "0 START 961 5 unpreconditioned \n", + "6 END 961 5 unpreconditioned \n", + "7 START 961 5 unpreconditioned \n", + "13 END 961 5 unpreconditioned \n", + "14 START 100 5 unpreconditioned \n", + "... ... ... ... ... \n", + "3681 END 1000000 5 JacobiPreconditioner \n", + "3682 START 100 5 unpreconditioned \n", + "3688 END 100 5 unpreconditioned \n", + "3689 START 100 5 unpreconditioned \n", + "3695 END 100 5 unpreconditioned \n", + "\n", + " logfile \\\n", + "0 ../../../../solvers_and_timings/nucleation25/s... \n", + "6 ../../../../solvers_and_timings/nucleation25/s... \n", + "7 ../../../../solvers_and_timings/nucleation25/s... \n", + "13 ../../../../solvers_and_timings/nucleation25/s... \n", + "14 ../../../../solvers_and_timings/nucleation25/s... \n", + "... ... \n", + "3681 ../../../../solvers_and_timings/nucleation23/s... \n", + "3682 ../../../../solvers_and_timings/nucleation23/s... \n", + "3688 ../../../../solvers_and_timings/nucleation23/s... \n", + "3689 ../../../../solvers_and_timings/nucleation23/s... \n", + "3695 ../../../../solvers_and_timings/nucleation23/s... \n", + "\n", + " time_stamp solver_class solve_time \\\n", + "0 2022-08-04 09:11:29.356 LinearPCGSolver NaT \n", + "6 2022-08-04 09:11:29.580 LinearPCGSolver NaT \n", + "7 2022-08-04 09:11:29.598 LinearPCGSolver NaT \n", + "13 2022-08-04 09:11:29.872 LinearPCGSolver NaT \n", + "14 2022-08-04 09:11:28.141 LinearLUSolver NaT \n", + "... ... ... ... \n", + "3681 2022-07-25 09:00:13.699 LinearPCGSolver NaT \n", + "3682 2022-07-25 08:57:01.442 LinearGMRESSolver NaT \n", + "3688 2022-07-25 08:57:01.709 LinearGMRESSolver NaT \n", + "3689 2022-07-25 08:57:01.726 LinearGMRESSolver NaT \n", + "3695 2022-07-25 08:57:01.845 LinearGMRESSolver NaT \n", + "\n", + " simulation_id converged ... max_iterations \\\n", + "0 35957398-e2ff-4d43-801b-741afefabcef False ... NaN \n", + "6 35957398-e2ff-4d43-801b-741afefabcef True ... NaN \n", + "7 3c4a86bc-23e0-4c65-a66e-91084f868a93 False ... NaN \n", + "13 3c4a86bc-23e0-4c65-a66e-91084f868a93 True ... NaN \n", + "14 1760eeee-ef94-43a3-9819-5702586b3314 False ... NaN \n", + "... ... ... ... ... \n", + "3681 b9dfba3f-621a-46f3-8bda-97e24404a0da True ... NaN \n", + "3682 6c6d58e4-b05a-409d-bd78-9219490afa89 False ... NaN \n", + "3688 6c6d58e4-b05a-409d-bd78-9219490afa89 True ... NaN \n", + "3689 30f8779f-52c9-4387-8eb3-bcde6cd915f1 False ... NaN \n", + "3695 30f8779f-52c9-4387-8eb3-bcde6cd915f1 True ... NaN \n", + "\n", + " conda.conda_info.env_vars.EVOLVERPATH scaled_residual \\\n", + "0 NaN NaN \n", + "6 NaN NaN \n", + "7 NaN NaN \n", + "13 NaN NaN \n", + "14 NaN NaN \n", + "... ... ... \n", + "3681 /usr/site/lib/fe:/usr/site/doc/html/evolver NaN \n", + "3682 /usr/site/lib/fe:/usr/site/doc/html/evolver NaN \n", + "3688 /usr/site/lib/fe:/usr/site/doc/html/evolver NaN \n", + "3689 /usr/site/lib/fe:/usr/site/doc/html/evolver NaN \n", + "3695 /usr/site/lib/fe:/usr/site/doc/html/evolver NaN \n", + "\n", + " convergence_residual Aztec_version \\\n", + "0 NaN NaN \n", + "6 NaN NaN \n", + "7 NaN NaN \n", + "13 NaN NaN \n", + "14 NaN NaN \n", + "... ... ... \n", + "3681 NaN NaN \n", + "3682 NaN NaN \n", + "3688 NaN NaN \n", + "3689 NaN NaN \n", + "3695 NaN NaN \n", + "\n", + " conda.conda_info.env_vars.CONDA_PYTHONBREAKPOINT \\\n", + "0 NaN \n", + "6 NaN \n", + "7 NaN \n", + "13 NaN \n", + "14 NaN \n", + "... ... \n", + "3681 NaN \n", + "3682 NaN \n", + "3688 NaN \n", + "3689 NaN \n", + "3695 NaN \n", + "\n", + " conda.conda_info.env_vars.PYTHONBREAKPOINT ksp_solver ksp_precon \\\n", + "0 NaN NaN NaN \n", + "6 NaN NaN NaN \n", + "7 NaN NaN NaN \n", + "13 NaN NaN NaN \n", + "14 NaN NaN NaN \n", + "... ... ... ... \n", + "3681 NaN NaN NaN \n", + "3682 NaN NaN NaN \n", + "3688 NaN NaN NaN \n", + "3689 NaN NaN NaN \n", + "3695 NaN NaN NaN \n", + "\n", + " ksp_norm_type \n", + "0 NaN \n", + "6 NaN \n", + "7 NaN \n", + "13 NaN \n", + "14 NaN \n", + "... ... \n", + "3681 NaN \n", + "3682 NaN \n", + "3688 NaN \n", + "3689 NaN \n", + "3695 NaN \n", + "\n", + "[1056 rows x 107 columns]" + ] + }, + "execution_count": 887, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "nucleation[nucleation[\"state\"].isin([\"START\", \"END\"])]" + ] + }, + { + "cell_type": "code", + "execution_count": 890, + "id": "c6ee33bf-b60c-415b-8cda-a8d9b0ea7958", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/4059962835.py:1: FutureWarning: Dropping of nuisance columns in DataFrame reductions (with 'numeric_only=None') is deprecated; in a future version this will raise TypeError. Select only valid columns before calling the reduction.\n", + " nucleation[nucleation[\"simulation_id\"] == uuid.UUID(\"35957398-e2ff-4d43-801b-741afefabcef\")].sum()[\"solve_time\"]\n" + ] + }, + { + "data": { + "text/plain": [ + "Timedelta('0 days 00:00:00.054000')" + ] + }, + "execution_count": 890, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "nucleation[nucleation[\"simulation_id\"] == uuid.UUID(\"35957398-e2ff-4d43-801b-741afefabcef\")].sum()[\"solve_time\"]" + ] + }, + { + "cell_type": "code", + "execution_count": 891, + "id": "ace0f710-7b60-4911-aed0-e39a398ea28f", + "metadata": {}, + "outputs": [], + "source": [ + "grouped = nucleation.groupby(\"simulation_id\")" + ] + }, + { + "cell_type": "code", + "execution_count": 893, + "id": "0e4185f5-0569-4729-acb6-c6431bce5511", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "simulation_id\n", + "00124456-a262-4c6b-b107-bba4960242fe 0 days 00:00:00.005000\n", + "0088dcb1-a0a5-4671-8ba2-032a14c746f8 0 days 00:00:00.048000\n", + "0102cc79-6fd9-40be-b0ae-69a6f85547d9 0 days 00:00:00.015000\n", + "02133814-063b-490f-a9e7-bdd86492b65d 0 days 00:00:00.001000\n", + "02d7ebfc-cae0-4ad8-8b39-5f63aa2cc69a 0 days 00:00:00\n", + " ... \n", + "fde841b1-3ba2-43e1-8bb8-2d3aff02e8ac 0 days 00:00:00.569000\n", + "fe5669cb-9397-4892-b043-32b1800bf4d3 0 days 00:00:00\n", + "ff13373b-be44-4b5a-bf10-750024c284a2 0 days 00:00:00.187000\n", + "ffad5d28-54ee-41ee-9f16-eaf7d6de8f56 0 days 00:00:00.001000\n", + "ffccaf2b-56aa-40e9-9747-96a953bdc9a8 0 days 00:00:00.392000\n", + "Name: solve_time, Length: 528, dtype: timedelta64[ns]" + ] + }, + "execution_count": 893, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "grouped[\"solve_time\"].sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 898, + "id": "55302629-a8ff-4112-98f8-e83ac51840a9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 898, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "nucleation[nucleation[\"state\"] == \"END\"].groupby(\"simulation_id\")" + ] + }, + { + "cell_type": "code", + "execution_count": 899, + "id": "3b8e81af-2c0a-4fdc-b463-c73d3a0f240d", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/guyer/mambaforge/envs/fipy3k_again/lib/python3.10/site-packages/numpy/lib/function_base.py:4488: RuntimeWarning: invalid value encountered in multiply\n", + " lerp_interpolation = asanyarray(add(a, diff_b_a * t, out=out))\n", + "/Users/guyer/mambaforge/envs/fipy3k_again/lib/python3.10/site-packages/numpy/lib/function_base.py:4489: RuntimeWarning: invalid value encountered in subtract\n", + " subtract(b, diff_b_a * (1 - t), out=lerp_interpolation, where=t >= 0.5)\n", + "/Users/guyer/mambaforge/envs/fipy3k_again/lib/python3.10/site-packages/numpy/lib/function_base.py:4488: RuntimeWarning: invalid value encountered in multiply\n", + " lerp_interpolation = asanyarray(add(a, diff_b_a * t, out=out))\n", + "/Users/guyer/mambaforge/envs/fipy3k_again/lib/python3.10/site-packages/numpy/lib/function_base.py:4489: RuntimeWarning: invalid value encountered in subtract\n", + " subtract(b, diff_b_a * (1 - t), out=lerp_interpolation, where=t >= 0.5)\n" + ] + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
numberOfElementssweeps...Aztec_versionksp_norm_type
countmeanstdmin25%50%75%maxcountmean...75%maxcountmeanstdmin25%50%75%max
simulation_idstate
00124456-a262-4c6b-b107-bba4960242feEND1.0100.0NaN100.0100.0100.0100.0100.01.05.0...NaNNaN0.0NaNNaNNaNNaNNaNNaNNaN
START1.0100.0NaN100.0100.0100.0100.0100.01.05.0...NaNNaN0.0NaNNaNNaNNaNNaNNaNNaN
SWEEP5.0100.00.0100.0100.0100.0100.0100.05.05.0...NaNNaN0.0NaNNaNNaNNaNNaNNaNNaN
0088dcb1-a0a5-4671-8ba2-032a14c746f8END1.099856.0NaN99856.099856.099856.099856.099856.01.05.0...NaNNaN0.0NaNNaNNaNNaNNaNNaNNaN
START1.099856.0NaN99856.099856.099856.099856.099856.01.05.0...NaNNaN0.0NaNNaNNaNNaNNaNNaNNaN
.....................................................................
ffad5d28-54ee-41ee-9f16-eaf7d6de8f56START1.09.0NaN9.09.09.09.09.01.05.0...NaNNaN0.0NaNNaNNaNNaNNaNNaNNaN
SWEEP5.09.00.09.09.09.09.09.05.05.0...NaNNaN0.0NaNNaNNaNNaNNaNNaNNaN
ffccaf2b-56aa-40e9-9747-96a953bdc9a8END1.0961.0NaN961.0961.0961.0961.0961.01.05.0...NaNNaN0.0NaNNaNNaNNaNNaNNaNNaN
START1.0961.0NaN961.0961.0961.0961.0961.01.05.0...NaNNaN0.0NaNNaNNaNNaNNaNNaNNaN
SWEEP5.0961.00.0961.0961.0961.0961.0961.05.05.0...NaNNaN0.0NaNNaNNaNNaNNaNNaNNaN
\n", + "

1584 rows × 104 columns

\n", + "
" + ], + "text/plain": [ + " numberOfElements \\\n", + " count mean std \n", + "simulation_id state \n", + "00124456-a262-4c6b-b107-bba4960242fe END 1.0 100.0 NaN \n", + " START 1.0 100.0 NaN \n", + " SWEEP 5.0 100.0 0.0 \n", + "0088dcb1-a0a5-4671-8ba2-032a14c746f8 END 1.0 99856.0 NaN \n", + " START 1.0 99856.0 NaN \n", + "... ... ... ... \n", + "ffad5d28-54ee-41ee-9f16-eaf7d6de8f56 START 1.0 9.0 NaN \n", + " SWEEP 5.0 9.0 0.0 \n", + "ffccaf2b-56aa-40e9-9747-96a953bdc9a8 END 1.0 961.0 NaN \n", + " START 1.0 961.0 NaN \n", + " SWEEP 5.0 961.0 0.0 \n", + "\n", + " \\\n", + " min 25% 50% \n", + "simulation_id state \n", + "00124456-a262-4c6b-b107-bba4960242fe END 100.0 100.0 100.0 \n", + " START 100.0 100.0 100.0 \n", + " SWEEP 100.0 100.0 100.0 \n", + "0088dcb1-a0a5-4671-8ba2-032a14c746f8 END 99856.0 99856.0 99856.0 \n", + " START 99856.0 99856.0 99856.0 \n", + "... ... ... ... \n", + "ffad5d28-54ee-41ee-9f16-eaf7d6de8f56 START 9.0 9.0 9.0 \n", + " SWEEP 9.0 9.0 9.0 \n", + "ffccaf2b-56aa-40e9-9747-96a953bdc9a8 END 961.0 961.0 961.0 \n", + " START 961.0 961.0 961.0 \n", + " SWEEP 961.0 961.0 961.0 \n", + "\n", + " sweeps ... \\\n", + " 75% max count mean ... \n", + "simulation_id state ... \n", + "00124456-a262-4c6b-b107-bba4960242fe END 100.0 100.0 1.0 5.0 ... \n", + " START 100.0 100.0 1.0 5.0 ... \n", + " SWEEP 100.0 100.0 5.0 5.0 ... \n", + "0088dcb1-a0a5-4671-8ba2-032a14c746f8 END 99856.0 99856.0 1.0 5.0 ... \n", + " START 99856.0 99856.0 1.0 5.0 ... \n", + "... ... ... ... ... ... \n", + "ffad5d28-54ee-41ee-9f16-eaf7d6de8f56 START 9.0 9.0 1.0 5.0 ... \n", + " SWEEP 9.0 9.0 5.0 5.0 ... \n", + "ffccaf2b-56aa-40e9-9747-96a953bdc9a8 END 961.0 961.0 1.0 5.0 ... \n", + " START 961.0 961.0 1.0 5.0 ... \n", + " SWEEP 961.0 961.0 5.0 5.0 ... \n", + "\n", + " Aztec_version ksp_norm_type \\\n", + " 75% max count \n", + "simulation_id state \n", + "00124456-a262-4c6b-b107-bba4960242fe END NaN NaN 0.0 \n", + " START NaN NaN 0.0 \n", + " SWEEP NaN NaN 0.0 \n", + "0088dcb1-a0a5-4671-8ba2-032a14c746f8 END NaN NaN 0.0 \n", + " START NaN NaN 0.0 \n", + "... ... .. ... \n", + "ffad5d28-54ee-41ee-9f16-eaf7d6de8f56 START NaN NaN 0.0 \n", + " SWEEP NaN NaN 0.0 \n", + "ffccaf2b-56aa-40e9-9747-96a953bdc9a8 END NaN NaN 0.0 \n", + " START NaN NaN 0.0 \n", + " SWEEP NaN NaN 0.0 \n", + "\n", + " \n", + " mean std min 25% 50% 75% max \n", + "simulation_id state \n", + "00124456-a262-4c6b-b107-bba4960242fe END NaN NaN NaN NaN NaN NaN NaN \n", + " START NaN NaN NaN NaN NaN NaN NaN \n", + " SWEEP NaN NaN NaN NaN NaN NaN NaN \n", + "0088dcb1-a0a5-4671-8ba2-032a14c746f8 END NaN NaN NaN NaN NaN NaN NaN \n", + " START NaN NaN NaN NaN NaN NaN NaN \n", + "... ... .. .. .. .. .. .. \n", + "ffad5d28-54ee-41ee-9f16-eaf7d6de8f56 START NaN NaN NaN NaN NaN NaN NaN \n", + " SWEEP NaN NaN NaN NaN NaN NaN NaN \n", + "ffccaf2b-56aa-40e9-9747-96a953bdc9a8 END NaN NaN NaN NaN NaN NaN NaN \n", + " START NaN NaN NaN NaN NaN NaN NaN \n", + " SWEEP NaN NaN NaN NaN NaN NaN NaN \n", + "\n", + "[1584 rows x 104 columns]" + ] + }, + "execution_count": 899, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "nucleation.groupby([\"simulation_id\", \"state\"]).describe()" + ] + }, + { + "cell_type": "code", + "execution_count": 901, + "id": "13d6dc6b-d797-4dc9-88c7-49d9c6de8537", + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "'DataFrameGroupBy' object has no attribute 'loc'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "Input \u001b[0;32mIn [901]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43mnucleation\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mgroupby\u001b[49m\u001b[43m(\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43msimulation_id\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mstate\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mloc\u001b[49m[[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m*\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mEND\u001b[39m\u001b[38;5;124m\"\u001b[39m]]\n", + "File \u001b[0;32m~/mambaforge/envs/fipy3k_again/lib/python3.10/site-packages/pandas/core/groupby/groupby.py:904\u001b[0m, in \u001b[0;36mGroupBy.__getattr__\u001b[0;34m(self, attr)\u001b[0m\n\u001b[1;32m 901\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m attr \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mobj:\n\u001b[1;32m 902\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m[attr]\n\u001b[0;32m--> 904\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mAttributeError\u001b[39;00m(\n\u001b[1;32m 905\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mtype\u001b[39m(\u001b[38;5;28mself\u001b[39m)\u001b[38;5;241m.\u001b[39m\u001b[38;5;18m__name__\u001b[39m\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m object has no attribute \u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mattr\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 906\u001b[0m )\n", + "\u001b[0;31mAttributeError\u001b[0m: 'DataFrameGroupBy' object has no attribute 'loc'" + ] + } + ], + "source": [ + "nucleation.groupby([\"simulation_id\", \"state\"]).loc[[\"*\", \"END\"]]" + ] + }, + { + "cell_type": "code", + "execution_count": 897, + "id": "cd148805-35e6-4b0c-9475-925db290ac11", + "metadata": {}, + "outputs": [ + { + "ename": "KeyError", + "evalue": "'Column not found: False'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", + "Input \u001b[0;32mIn [897]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43mgrouped\u001b[49m\u001b[43m[\u001b[49m\u001b[43mgrouped\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mstate\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m==\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mEND\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m]\u001b[49m\n", + "File \u001b[0;32m~/mambaforge/envs/fipy3k_again/lib/python3.10/site-packages/pandas/core/groupby/generic.py:1338\u001b[0m, in \u001b[0;36mDataFrameGroupBy.__getitem__\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m 1329\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(key, \u001b[38;5;28mtuple\u001b[39m) \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(key) \u001b[38;5;241m>\u001b[39m \u001b[38;5;241m1\u001b[39m:\n\u001b[1;32m 1330\u001b[0m \u001b[38;5;66;03m# if len == 1, then it becomes a SeriesGroupBy and this is actually\u001b[39;00m\n\u001b[1;32m 1331\u001b[0m \u001b[38;5;66;03m# valid syntax, so don't raise warning\u001b[39;00m\n\u001b[1;32m 1332\u001b[0m warnings\u001b[38;5;241m.\u001b[39mwarn(\n\u001b[1;32m 1333\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mIndexing with multiple keys (implicitly converted to a tuple \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 1334\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mof keys) will be deprecated, use a list instead.\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 1335\u001b[0m \u001b[38;5;167;01mFutureWarning\u001b[39;00m,\n\u001b[1;32m 1336\u001b[0m stacklevel\u001b[38;5;241m=\u001b[39mfind_stack_level(),\n\u001b[1;32m 1337\u001b[0m )\n\u001b[0;32m-> 1338\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43msuper\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[38;5;21;43m__getitem__\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mkey\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/mambaforge/envs/fipy3k_again/lib/python3.10/site-packages/pandas/core/base.py:250\u001b[0m, in \u001b[0;36mSelectionMixin.__getitem__\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m 248\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 249\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m key \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mobj:\n\u001b[0;32m--> 250\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mColumn not found: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mkey\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 251\u001b[0m subset \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mobj[key]\n\u001b[1;32m 252\u001b[0m ndim \u001b[38;5;241m=\u001b[39m subset\u001b[38;5;241m.\u001b[39mndim\n", + "\u001b[0;31mKeyError\u001b[0m: 'Column not found: False'" + ] + } + ], + "source": [ + "grouped[grouped[\"state\"] == \"END\"]" + ] + }, + { + "cell_type": "code", + "execution_count": 858, + "id": "a0f7ca9a-018d-475d-8369-4f6b33dd5837", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
statenumberOfElementssweepspreconditionerlogfiletime_stampsolver_classsolve_timesimulation_idconverged...scaled_residualconvergence_residualAztec_versionconda.conda_info.env_vars.CONDA_PYTHONBREAKPOINTconda.conda_info.env_vars.PYTHONBREAKPOINTksp_solverksp_preconksp_norm_typetime_deltaelapsed_seconds
804END95JacobiPreconditioner../../../../solvers_and_timings/nucleation23/s...2022-07-25 08:58:40.728LinearGMRESSolver0 days 00:00:00.107000a1cae826-ed7e-4cff-9f3f-b4953744369bFalse...NaNNaNNaNipdb.set_traceNaNNaNNaN0 days 00:00:00.5710000.571
594END95unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 08:56:59.196LinearCGSSolver0 days 00:00:00.001000332cc39c-1956-43bb-9aae-09e54ebf1dacFalse...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:00:00.2670000.267
2869END95unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 08:56:18.775LinearGMRESSolver0 days 00:00:009caff935-518e-41aa-9acb-c98c5cc72451True...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:00:00.1450000.145
2876END95unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 08:56:18.426LinearCGSSolver0 days 00:00:0088571eec-c433-494b-b45f-2c6c7f44cd6dTrue...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:00:00.1320000.132
573END95unpreconditioned../../../../solvers_and_timings/nucleation25/s...2022-08-04 09:11:29.788LinearPCGSolver0 days 00:00:00.005000093a0d33-85f1-4e53-b46a-2f074cbae85fTrue...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:00:00.1340000.134
..................................................................
3163END10000005unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 09:00:35.101LinearLUSolver0 days 00:00:00.46500084728458-0bd9-4145-874e-2b1828cada46True...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:02:28.552000148.552
3156END10000005unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 08:58:05.468LinearLUSolver0 days 00:00:00.400000f2fae6fa-e592-44a1-8a31-1654e326cb72True...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:01:46.127000106.127
1371END10000005unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 09:08:24.914LinearLUSolver0 days 00:00:00.48200040254cea-9686-40de-871b-c453d25671f3True...NaNNaNNaNipdb.set_traceNaNNaNNaN0 days 00:03:44.955000224.955
1854END10000005unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 08:58:50.199LinearCGSSolver0 days 00:00:00.5610003397d49a-f092-48d1-8d01-815ac1abe52bTrue...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:01:37.59400097.594
2988END10000005JacobiPreconditioner../../../../solvers_and_timings/nucleation23/s...2022-07-25 09:00:50.984LinearGMRESSolver0 days 00:00:10.11300055683476-ef10-4515-a04d-06a47f8757a8True...NaNNaNNaNipdb.set_traceNaNNaNNaN0 days 00:01:24.44400084.444
\n", + "

528 rows × 109 columns

\n", + "
" + ], + "text/plain": [ + " state numberOfElements sweeps preconditioner \\\n", + "804 END 9 5 JacobiPreconditioner \n", + "594 END 9 5 unpreconditioned \n", + "2869 END 9 5 unpreconditioned \n", + "2876 END 9 5 unpreconditioned \n", + "573 END 9 5 unpreconditioned \n", + "... ... ... ... ... \n", + "3163 END 1000000 5 unpreconditioned \n", + "3156 END 1000000 5 unpreconditioned \n", + "1371 END 1000000 5 unpreconditioned \n", + "1854 END 1000000 5 unpreconditioned \n", + "2988 END 1000000 5 JacobiPreconditioner \n", + "\n", + " logfile \\\n", + "804 ../../../../solvers_and_timings/nucleation23/s... \n", + "594 ../../../../solvers_and_timings/nucleation23/s... \n", + "2869 ../../../../solvers_and_timings/nucleation23/s... \n", + "2876 ../../../../solvers_and_timings/nucleation23/s... \n", + "573 ../../../../solvers_and_timings/nucleation25/s... \n", + "... ... \n", + "3163 ../../../../solvers_and_timings/nucleation23/s... \n", + "3156 ../../../../solvers_and_timings/nucleation23/s... \n", + "1371 ../../../../solvers_and_timings/nucleation23/s... \n", + "1854 ../../../../solvers_and_timings/nucleation23/s... \n", + "2988 ../../../../solvers_and_timings/nucleation23/s... \n", + "\n", + " time_stamp solver_class solve_time \\\n", + "804 2022-07-25 08:58:40.728 LinearGMRESSolver 0 days 00:00:00.107000 \n", + "594 2022-07-25 08:56:59.196 LinearCGSSolver 0 days 00:00:00.001000 \n", + "2869 2022-07-25 08:56:18.775 LinearGMRESSolver 0 days 00:00:00 \n", + "2876 2022-07-25 08:56:18.426 LinearCGSSolver 0 days 00:00:00 \n", + "573 2022-08-04 09:11:29.788 LinearPCGSolver 0 days 00:00:00.005000 \n", + "... ... ... ... \n", + "3163 2022-07-25 09:00:35.101 LinearLUSolver 0 days 00:00:00.465000 \n", + "3156 2022-07-25 08:58:05.468 LinearLUSolver 0 days 00:00:00.400000 \n", + "1371 2022-07-25 09:08:24.914 LinearLUSolver 0 days 00:00:00.482000 \n", + "1854 2022-07-25 08:58:50.199 LinearCGSSolver 0 days 00:00:00.561000 \n", + "2988 2022-07-25 09:00:50.984 LinearGMRESSolver 0 days 00:00:10.113000 \n", + "\n", + " simulation_id converged ... scaled_residual \\\n", + "804 a1cae826-ed7e-4cff-9f3f-b4953744369b False ... NaN \n", + "594 332cc39c-1956-43bb-9aae-09e54ebf1dac False ... NaN \n", + "2869 9caff935-518e-41aa-9acb-c98c5cc72451 True ... NaN \n", + "2876 88571eec-c433-494b-b45f-2c6c7f44cd6d True ... NaN \n", + "573 093a0d33-85f1-4e53-b46a-2f074cbae85f True ... NaN \n", + "... ... ... ... ... \n", + "3163 84728458-0bd9-4145-874e-2b1828cada46 True ... NaN \n", + "3156 f2fae6fa-e592-44a1-8a31-1654e326cb72 True ... NaN \n", + "1371 40254cea-9686-40de-871b-c453d25671f3 True ... NaN \n", + "1854 3397d49a-f092-48d1-8d01-815ac1abe52b True ... NaN \n", + "2988 55683476-ef10-4515-a04d-06a47f8757a8 True ... NaN \n", + "\n", + " convergence_residual Aztec_version \\\n", + "804 NaN NaN \n", + "594 NaN NaN \n", + "2869 NaN NaN \n", + "2876 NaN NaN \n", + "573 NaN NaN \n", + "... ... ... \n", + "3163 NaN NaN \n", + "3156 NaN NaN \n", + "1371 NaN NaN \n", + "1854 NaN NaN \n", + "2988 NaN NaN \n", + "\n", + " conda.conda_info.env_vars.CONDA_PYTHONBREAKPOINT \\\n", + "804 \n", + "594 NaN \n", + "2869 NaN \n", + "2876 NaN \n", + "573 NaN \n", + "... ... \n", + "3163 NaN \n", + "3156 NaN \n", + "1371 \n", + "1854 NaN \n", + "2988 \n", + "\n", + " conda.conda_info.env_vars.PYTHONBREAKPOINT ksp_solver ksp_precon \\\n", + "804 ipdb.set_trace NaN NaN \n", + "594 NaN NaN NaN \n", + "2869 NaN NaN NaN \n", + "2876 NaN NaN NaN \n", + "573 NaN NaN NaN \n", + "... ... ... ... \n", + "3163 NaN NaN NaN \n", + "3156 NaN NaN NaN \n", + "1371 ipdb.set_trace NaN NaN \n", + "1854 NaN NaN NaN \n", + "2988 ipdb.set_trace NaN NaN \n", + "\n", + " ksp_norm_type time_delta elapsed_seconds \n", + "804 NaN 0 days 00:00:00.571000 0.571 \n", + "594 NaN 0 days 00:00:00.267000 0.267 \n", + "2869 NaN 0 days 00:00:00.145000 0.145 \n", + "2876 NaN 0 days 00:00:00.132000 0.132 \n", + "573 NaN 0 days 00:00:00.134000 0.134 \n", + "... ... ... ... \n", + "3163 NaN 0 days 00:02:28.552000 148.552 \n", + "3156 NaN 0 days 00:01:46.127000 106.127 \n", + "1371 NaN 0 days 00:03:44.955000 224.955 \n", + "1854 NaN 0 days 00:01:37.594000 97.594 \n", + "2988 NaN 0 days 00:01:24.444000 84.444 \n", + "\n", + "[528 rows x 109 columns]" + ] + }, + "execution_count": 858, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "nucleation_total" + ] + }, { "cell_type": "code", "execution_count": 408, @@ -1908,13 +3950,13 @@ }, { "cell_type": "code", - "execution_count": 445, + "execution_count": 906, "id": "715783fb-5226-4696-92c9-6d4c5a22b308", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -1931,23 +3973,46 @@ }, { "cell_type": "code", - "execution_count": 845, + "execution_count": 933, + "id": "3fdba119-461b-4e45-910a-37818c7409a3", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plot_solve_fraction(nucleation_total)" + ] + }, + { + "cell_type": "code", + "execution_count": 922, "id": "234ec4aa-dfa6-4f66-a31e-919484017ada", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "Text(0.5, 1.0, 'scipy')" + "Text(0.5, 1.0, 'petsc')" ] }, - "execution_count": 845, + "execution_count": 922, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -1965,9 +4030,9 @@ "pysparse = nucleation_total[\"package.solver\"] == \"pysparse\"\n", "pyamgx = nucleation_total[\"package.solver\"] == \"pyamgx\"\n", "\n", - "plot_all(nucleation_total[scipy], color_by_suite=False,\n", + "plot_all(nucleation_total[petsc], color_by_suite=False,\n", " by=[\"solver_class\", \"preconditioner\"])\n", - "plt.title(\"scipy\")\n", + "plt.title(\"petsc\")\n", "# plot_all(nucleation_total)\n", "# plt.ylim(bottom=1e-1, top=1e3)\n", "# plt.xlim(left=1e1, right=1e6)" @@ -1975,13 +4040,133 @@ }, { "cell_type": "code", - "execution_count": 447, + "execution_count": 928, + "id": "b7ed24c0-72c6-42d9-8e73-e9a2930aac9e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plot_solve_fraction(nucleation_total[petsc], color_by_suite=False,\n", + " by=[\"solver_class\", \"preconditioner\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 929, + "id": "5b016c9c-6869-4f7f-867f-a3c60fc3d0ea", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plot_solve_fraction(nucleation_total[trilinos], color_by_suite=False,\n", + " by=[\"solver_class\", \"preconditioner\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 930, + "id": "1550708b-11ab-445f-8fb0-d1bec8512f1f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plot_solve_fraction(nucleation_total[pyamgx], color_by_suite=False,\n", + " by=[\"solver_class\", \"preconditioner\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 931, + "id": "03ccbda5-d14f-42d5-9985-5e37d99fabc5", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAvcAAAF3CAYAAAAhJ2T+AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOzdeXxM1/8/8NedmSQzk002kX2dPckkslmyiK2oKI1YQoKWolVCFV9VLdWWonxoaapFLR9b+NiKokUWLWLJKolEQiL7OtmTmbm/P2Lyi8gilUX1PB+PPir3nnPP+94Z8b7nnnsORdM0CIIgCIIgCIL452P0dgAEQRAEQRAEQXQNktwTBEEQBEEQxGuCJPcEQRAEQRAE8ZogyT1BEARBEARBvCZIck8QBEEQBEEQrwmS3BMEQRAEQRDEa4LV2wF0JUNDQ9ra2rq3wyAIgiCIHnH79u0imqaNejsOgiBeHa9Vcm9tbY2YmJjeDoMgCIIgegRFUY96OwaCIF4tZFgOQRAEQRAEQbwmSHJPEARBEARBEK8JktwTBEEQBEEQxGvitRpzTxAEQRD/drdv3+7LYrF+AuAA0olHEK8bJYAEuVw+29XVtaC1AiS5JwiCIIjXCIvF+qlfv34iIyOjUgaDQfd2PARBdB2lUkkVFhaK8/LyfgIwrrUy5I6eIAiCIF4vDkZGRjKS2BPE64fBYNBGRkblaHwy13qZHoyHIAiCIIjuxyCJPUG8vp7+/W4zhyfJPdGhzMxMODi0eYNIEARBEM+orKyk3N3dBXK5HCkpKeo8Hk/SskxoaKjpyZMntbs7lsePH7PGjh1ra2Fh4WBnZyfx9fW1j4uL0wCA+Ph4DT8/P3sLCwsHiUQi8vT05J8/f14LALKyslh+fn72AoFArKoHAAqFAjNnzrTg8XgSPp8vdnBwECUnJ6u3F4OZmZljbm5utw6FDggIsN6zZ49eVx3v7Nmz2n5+fvat7fP19bUvKipiAgCTyXQVCoViHo8nGT16tG1FRUWv55YeHh6CiIgILvD/Yy0qKmKuX7++acG3zMxMtVGjRtl2dyzvvfee+enTp7v9e95cr38ARPdSKBS9HQJBEATxL7N9+3bDcePGlbJYbeezW7duzRk/fnxFd8Ugl8uhVCoxbtw4ex8fn4qsrKyE9PT0xK+//vpJTk6OWnV1NeXv78+bPXt2YVZWVkJiYuL977777vGDBw80AGD58uVmQ4cOlaWkpCSlp6cnfvPNN08A4KefftLPy8tTS05OTkxNTU06depUmoGBQbf/Y6tUKl+Zf9OvXbuWZmhoqAAADQ0NZXJyctKDBw8S1dTU6M2bNz+zYrJcLu+dIJ9SxVpcXMz8+eef+6q2W1tbN1y4cOFhd7Ytl8uxdOnSgg0bNvTrznZaIsl9D9i3bx+cnJwglUoRHByMR48eYdiwYXBycsKwYcPw+PFjAMDMmTOxcOFCDBo0CLa2tggPDwcATJ48GefOnWs63syZM3H8+HEoFAp8/PHHcHd3h5OTE8LCwgAAV69ehZ+fH4KCguDo6AilUon3338fEokEY8eOxZgxY5qOffv2bfj6+sLV1RVvvPEGcnNzm7ZLpVIMHDgQ33//fU9eLoIgCOIf7ujRowaTJk0qa69M855mMzMzx8WLF5uKxWIRn88X3717lw0AMpmMERgYaO3g4CASiUTiAwcO9AGAlJQUdVdXV4FYLBaJxWLRpUuXNIHG3mZPT0++v7+/jUAgkJw9e1abxWLRy5YtK1S1O2jQoJpRo0ZVhoWFGfTv379y2rRp5ap97u7utQsXLiwGgLy8PDULC4t61T5PT88aAMjNzVUzNjZuYDKZAAA7O7sGIyMjBQCEhYXp8/l8MY/Hk8yfP9+s5TnPnz/frHnv8ZIlS0w/++wzYwD49NNPjR0cHER8Pl+8ePFiU9V52traSqZPn24pkUjE6enp7T4hUFm6dKmJg4ODiMfjSaZOnWqlVCoBAAkJCRqDBg3iCwQCsVgsFiUmJmoolUrMnTvXXPUkYteuXU29/xUVFcwRI0bY2dnZSYKCgixVNxdtPYnw8vKqTEtL02j5OcjlcsydO9dcdX4bN240VNVZtWqVMZ/PFwsEAvH7779vBgDXr1/nSKVSIZ/PF48YMcKusLCQCTT2yM+fP9/M0dFRZG1t7XDhwgUtoPFJ0dixY235fL74zTfftK2traVUx1fF+tFHH5lnZWVpCIVC8dy5c82bP1Gqrq6mJk6caM3n88UikUh85swZbQDYtm2bwciRI+28vb15VlZWDvPmzTNXHffEiRM6zs7OQrFYLBo9erRteXk5Q9Xe0qVLTVxdXQW7d+/W4/P59WVlZazHjx/32CQ2/6rZckJDQ3Hv3r0OyymVShQXF8PAwAAMRvv3P87Ozti6dWub+xMTE/Hll18iOjoahoaGKCkpwYwZMxASEoIZM2Zg9+7dWLhwIU6ePAkAyM3NRVRUFJKTkzFu3DhMnDgRU6ZMwZEjRzBmzBjU19fj999/x86dO/Hzzz9DV1cXt27dQl1dHQYPHoyRI0cCAG7evImEhATY2NggPDwcmZmZiI+PR0FBAUQiEd555x00NDTgww8/xKlTp2BkZIQjR47gk08+we7duzFr1ixs374dvr6++Pjjj1/0EhMEQRCvkI/DYy1S8yq4HZVT0jRkNQ0sHY6anEFR7Zbl99Ou3jhRmtXW/traWiorK0tDIBDUt1WmNYaGhvKkpKT769evN1q/fr3xkSNHHq1cudLEz89PduzYscyioiKmm5ubaNy4cTJTU1N5ZGRkKpfLpePj4zWmTp1qm5CQcB8A4uLiNO/evZsoFArr161b11cqlVa31l5iYiLbxcWl1X0A8MEHHxTMnDnTdufOndVDhgyRzZ8/v9ja2rohODi4xMfHRygUCrW9vb1lM2fOLB48eHBNZmam2ueff252+/bt+0ZGRnJvb2/+/v37+wQHB5epjjl9+vSS0NBQyxUrVhQCwKlTp/QuXLjw4MSJEzppaWnsuLi4+zRNY/jw4fbnz5/XsrW1rc/MzGTv2rUr88CBA49f9Fp+/PHHBZs2bcoFgPHjx9scPnxYNygoqDwoKMhm6dKleSEhIWXV1dWUQqGg9u3b1yc+Pp5z//79xNzcXJaHh4do5MiRlQAQHx+veffu3QQ+n1/v4+PD27dvn96sWbNKW2uzoaEBv/32m87IkSNlLT+HTZs2Gerq6ioSEhLu19TUUO7u7kJ/f39ZXFwc+9dff9W7fft2sra2tjI/P58JADNnzrTZsmXL4zfffLMyNDTUdPny5aa7d+/OAgC5XE7Fx8ffP3LkiO7atWtNR40albpp06a+HA5HmZqamnTjxg3O4MGDxS3j27x5c/bYsWM5ycnJSUDjjZNq34YNG/oCQGpqatLdu3fZY8aM4aWnpycAQFJSEjc2NjaJw+Eo7e3tHZYuXZqvqalJf/XVVyYRERGpOjo6yk8++aTfF198Yay65mw2W3n79u0U1fEdHR2r//jjD62ZM2eWoQeQnvtWFBcXIykpCcXFxS99rD/++AMTJ06EoWHjTaq+vj7+/PNPBAUFAQCCg4MRFRXVVH78+PFgMBgQi8XIz88HAIwePRp//PEH6urqcP78efj4+IDD4eDixYvYt28fnJ2d4enpieLiYjx48AAA4OHhARsbGwBAVFQUAgMDwWAw0K9fP/j5+QEAUlJSkJCQgBEjRsDZ2Rnr1q1DdnY2ysvLUVZWBl9f36YYCYIgiJdT9/AhaPrVfM9VVtPAelRSw5bVNLx0p19eXh5LW1u702MxgoKCSgHAw8OjOisrSwMArl69qrNlyxYToVAo9vLyEtTV1VFpaWnq9fX1VFBQkDWfzxcHBgbapaens1XHcXJyqhIKhZ26sQCAESNG2PF4PMnIkSPtACAgIECWlpYWP2vWrKKUlBSOq6urOCcnh2VnZ9eQlpaWsHbt2mwGg4ExY8YITp06pR0VFaU5YMCAClNTU7mamhomT55ccu3aNa3mbQwePLimuLiYlZmZqfbnn39ydHV1FTwer/7ChQs6EREROmKxWPy0h56dnJzMBgATE5P6YcOGVXXmXM6fP6/t5OQk5PP54uvXr2snJCRwSktLGfn5+eohISFlAMDlcmltbW1lZGSk9qRJk0pYLBYsLCzknp6elVFRUVwAcHR0rBKLxfUsFguTJk0qiYyM1GrZVl1dHUMoFIodHR3F5ubm9YsWLSpq+TlcvnxZ5+jRowZCoVDs4uIiKi0tZSUlJbEvXbqkM3369CJtbW0lABgbGyuKi4uZFRUVzDfffLMSAObMmVP8119/NbUbGBhYCgCDBg2qys7OVgeAqKgoreDg4GKg8QkLn89v86atNdevX9cKCQkpBgAXF5daU1PT+vj4eDYAeHl5yQwMDBRcLpe2t7evTU9P17h69apmeno628PDQygUCsWHDx82ePz4cdPNQkhIyDM3QEZGRvInT5680FOXrtCtPfcURY0C8B8ATAA/0TS9vo1y7gD+AjCZpunwztTtjPZ62Jurq6vD2bNnMXbsWGhoaLxUmzRNg+qgF6T5/ubtqf4RYLPZGDJkCH777TccOXIEU6dObdq/fft2vPHGG88c7+rVq9DU1HzuOK3FJpFI8Oeffz6zvaysrMOYCYIgiBdXe/8+MqZMhc6IETD56ksw1Hvm3/n2etibq21QUGdic3T9pablbDXmS92BaGpqKuvr6zvdechms2kAYLFYtFwup4DGf6fCw8PTpFJpXfOyS5YsMe3bt2/D8ePHM5RKJTgcjqtqH5fLVar+7OjoWHPy5MlWXzKVSCS1zZPVS5cupUdERHCXLl1qodpmbGysmDdvXsm8efNK/Pz87C9evKg1c+bMMg6HQ0+aNEk2adIkmbGxccOJEyf6DB8+/IXeH/D39y89cOCAXl5enlpAQECJ6jxDQ0NzP/7446LmZVNSUtSbn8+LqK6upj766COrGzduJNnb2zcsWbLEtLa2ltFeLtCWlrlAa7mBasx9y+3N46Zpmtq8efPjgIAAWfMy586d0+lsvtHsewKFQtFU+WXylvaugbq6etNOJpNJNzQ0UDRNw8vLS3bmzJmM1uqoblZUamtrKQ6H06nP8WV0W889RVFMAN8DGA1ADGAqRVHPPSZ5Wm4DgN86W7e7aGhoICAg4KUTewAYNmwYjh492vQUoKSkBIMGDcLhw4cBAAcPHoSXl1eHx5kyZQr27NmDyMjIpmT+jTfewM6dO9HQ0AAASE1NRVXV8zf3Xl5eOH78OJRKJfLz83H16lUAgEAgQGFhYVNy39DQgMTERPTp0we6urpNTxQOHjz4cheBIAjiX0xeWorsBR+CwWZD9uuvqLxytbdDeg5bjUkHulmUvWxiDwBGRkYKhUJBVVdXv3QvkZ+fn2zz5s3GqjHj0dHRHAAoLy9nmpiYNDCZTOzYscOgrRdN/f39K+rr66nNmzc3jfG+du0a99dff9WaM2dOcUxMjNbBgwd1Vfuqqqqa8qLTp09rq2Z+KS0tZTx69EjDxsamPioqipuZmakGNE5aER8fz7Gysqr38fGpunHjhnZubi5LLpfj2LFj+kOGDKlsGVNwcHDJ8ePH9c+ePas3ffr0UgAYPXq0bP/+/YaqcdsZGRlqT548abUDdsKECdZXrlxpc6hVdXU1AwD69esnLy8vZ5w5c0YPAPT19ZX9+vWr379/fx8AqKmpoSoqKhi+vr4V4eHh+nK5HDk5OaybN29qeXt7VwGNw3KSk5PVFQoFwsPD9b29vf/WC9AjRowo37lzp1FdXR0FAHFxcRoymYwxatQo2f79+w1V1zk/P59pYGCg0NHRUajG0//8888GAwcOfO46Nufl5VV54MABfQC4desWOzU19bnro6urq2j++bZVPy4uTiM3N1fdycmptq32hgwZUhUTE6OVkJCgAQAVFRUM1QxMrUlPT2dLpdKa9s6hK3Vnz70HgDSaph8CAEVRhwG8BaDl3d2HAI4DcP8bdV95EokEn3zyCXx9fcFkMuHi4oJt27bhnXfewcaNG2FkZIQ9e/Z0eJyRI0ciJCQE48aNg/rTHp/Zs2cjMzMT/fv3B03TMDIyahq731xAQAB+//13ODg4gM/nw9PTE7q6ulBXV0d4eDgWLlyI8vJyyOVyhIaGQiKRYM+ePXjnnXfA5XKfezJAEARBvBhaoUDOR0shLyiA5Z7dkBeXQMtvSG+H1e18fHzKL168qKWaDScjI0PD2NjYSbX/66+/fqEnCuvXr8957733LIVCoZimacrc3LzuypUraaGhoQUBAQF2J0+e1PPy8qpoq1eUwWDg9OnT6e+//77F1q1b+2loaNDm5uZ127dvz9LS0qJPnTqVFhoaar58+XJLQ0PDBk1NTcXKlStzAODWrVvcxYsXWzKZTJqmaSo4OLjI19e3Ojw8XGfu3LlWqqcTzs7OVStWrCjgcrn06tWrn/j6+vJpmqaGDRtWPn369LKWMbm5udVWVVUxjI2N662srBoA4O2335YlJiay3d3dhUBjr/fBgwczWCzWczdb9+/f51pYWDS03C6XyykNDQ2loaGhYtq0aYVisVhibm5eL5VKm3r9Dhw4kDFnzhyrL774wlRNTY0+duxYenBwcNn169e1RCKRhKIoes2aNdmWlpbyuLg4ODs7V3700UfmycnJHE9Pz4rm7w90xuLFi4syMzM1HB0dRTRNU/r6+g3nzp1LnzhxouzOnTtcZ2dnkZqaGj18+PDy77777smePXsy5s+fb7Vw4UKGpaVl3aFDhzLbO/7SpUsLpkyZYsPn88USiaTa0dHxuZ7Ofv36KVxdXSt5PJ5k6NCh5UuWLClQ7Vu2bFlBcHCwFZ/PFzOZTISFhWVyOJw2b3RNTU3lYWFhmVOmTLGtr6+nAOCzzz574uTkVNeybF1dHZWZmanh4+PTqaFVL4PqrvF/FEVNBDCKpunZT38OBuBJ0/SCZmXMAPwXwFAAPwM4S9N0+IvUbY2bmxsdExPTLefzT1dZWQktLS0UFxfDw8MD0dHR6NevR2dmIgiC+Ncp2LwZxbt+Qr8v1kIvMLDLj09R1G2apt2ab4uNjc2USqVFbdXpCdHR0ZyNGzf2O3nyZKvDFoi/p6SkhDFt2jTr8+fPPzOFo0KhgJOTk+iXX37JcHNza7PHmeh5+/bt63P79m3uf/7zn5yuPG5sbKyhVCq1bm1fd/bct/Y4ruWdxFYAy2maVrQYK/UidRsLUtR7AN4DAEtLy85H+S8xduxYlJWVob6+Hp9++ilJ7AmCILqZ7MIFFO/6CX0mT+6WxP5VNnjw4Jpbt27J5HI52pvrnugcfX19ZcvEPjMzU23YsGH8QYMGVZDE/tUjl8upTz/9NL8n2+zOv3HZACya/WwOoOVdixuAw08Te0MAYyiKkr9gXQAATdM/AvgRaOy575LIX0OqcfYEQRBE96tNTUXOyk/AcXaG8ScrezucXhEaGvryU84RHbK2tm5IT09P7O04iNa98847rU4d2p26M7m/BYBHUZQNgCcApgAIal6Apmkb1Z8pitqLxmE5JymKYnVUlyAIgiBeRQqZDNkffgiGJhdm//lPj82MQxAEAXRjck/TtJyiqAVonAWHCWA3TdOJFEXNe7r/h87W7a5YCYIgCKIr0Eolnnz8MRqe5MBq3y9QM+7bcSWCIIgu1K0D4WiaPgfgXIttrSb1NE3P7KguQRAEQbzKir77DlXXImC8+lNw+/fv7XAIgvgXIivUEgRBEEQXqPj9dxTt2Andt9+G3tPFBgmCIHoaSe5fQXv37kVOTpfOmPTKGTJkCMi0pQRBvC7qHj5EzrLlYDs4oN9nq//1q3xXVlZS7u7uArlcjpSUFHUejydpWSY0NNT05MmT2t0dy+PHj1ljx461tbCwcLCzs5P4+vraqxYcio+P1/Dz87O3sLBwkEgkIk9PT/758+e1ACArK4vl5+dnLxAIxKp6QOO0kzNnzrTg8XgSPp8vdnBwECUnJ7f7YoWZmZljbm4umTboBZw9e1bbz8/PHgAOHjyou3Llyn4AsH///j63b99mq8r1xPfHw8NDEBERwQWAQYMG8QsLC5nd2V5XIV+0Zr755hu4u7vDz8+vaduVK1dw69YtLFu2rMfi2Lt3LxwcHGBqatpjbXaGQqEAk/mP+H4TBEF0O0VlJbIXfAhKQwPm27eB0QWrm//Tbd++3XDcuHGl7U2DuXXr1m7txZLL5WAwGBg3bpx9UFBQ8dmzZx8CwPXr1zk5OTlq9vb29f7+/rwvv/wya9q0aeVA4+qmf/75p+bo0aMrly9fbjZ06FDZp59+WgAAN27c4ADATz/9pJ+Xl6eWnJycyGQykZ6erqajo9PqIlpdSalUgqbpHv/3t6GhAWpqaj3apsrTz6UcAE6ePNlHLpeXu7q61gLd//1paerUqcWbNm0y2rBhQ15Ptvt3kJ77Ztzd3TFp0iRcuXIFQGNiP2nSJLi7u3dQs22ZmZkQiUSYM2cOJBIJRo4ciZqaxhWI7927hwEDBsDJyQkTJkxAaWkpwsPDERMTg2nTpsHZ2bmprEpaWhqGDx8OqVSK/v37Iz09HTRN4+OPP4aDgwMcHR1x5MgRAI3TXw4ZMgQTJ06EUCjEtGnTQNM0zp8/j0mTJjUd8+rVq/D39wcAXLx4EQMHDkT//v0RGBiIysrGFZ+tra2xdu1aeHl54dixYzh37hyEQiG8vLywcOFCjB07FgBQVVWFd955B+7u7nBxccGpU6cAADU1NZgyZQqcnJwwefLk586LIAjin4hWKpGzYgXqHz2C2ZYtUDMx6e2QXglHjx41mDRpUll7ZQICAqz37NmjBzT2bC9evNhULBaL+Hy++O7du2wAkMlkjMDAQGsHBweRSCQSHzhwoA8ApKSkqLu6ugrEYrFILBaLLl26pAk09vp6enry/f39bQQCgeTs2bPaLBaLXrZsWaGq3UGDBtWMGjWqMiwszKB///6VqsQeANzd3WsXLlxYDAB5eXlqFhYW9ap9np6eNQCQm5urZmxs3KBKsu3s7BqMjIwUABAWFqbP5/PFPB5PMn/+fLOW5zx//nyz9evXG6l+XrJkielnn31mDACffvqpsYODg4jP54sXL15sqjpPW1tbyfTp0y0lEok4PT29zScEzXuZc3NzWWZmZo4AsG3bNoORI0faeXt786ysrBzmzZtnrqrD5XJd5syZYy4Wi0UDBw7k5+TksFTHWrBggZm7u7tg3bp1xpGRkVx3d3eBRCIReXl58R49eqQGAAkJCRqDBg3iCwQCsVgsFiUmJmoolUrMnTvXXPVkY9euXXqqz8bDw0MwatQoWxsbG8m4ceNslMrGe6Lw8HAdGxsbiaurqyA8PLyPKr5t27YZhISEWF66dEnz8uXLfVatWmUuFArFiYmJGs2/P6dOndIWiURiPp8vDgwMtK6pqaH+zveqsrKSGjt2rC2fzxe/+eabtrW1tU2P4KZMmVJ24sQJg7au/6uE9Nw34+fnh6NHj2LSpEmYP38+du7ciaNHjz7Tk/93PHjwAIcOHcKuXbswadIkHD9+HNOnT0dISAi2b98OX19frF69GmvWrMHWrVvx3XffYdOmTXBzc3vuWNOmTcOKFSswYcIE1NbWQqlU4sSJE7h37x5iY2NRVFQEd3d3+Pj4AADu3r2LxMREmJqaYvDgwYiOjsaIESMwd+5cVFVVQVNTE0eOHMHkyZNRVFSEdevW4fLly9DU1MSGDRvw7bffYvXq1QAANpuNqKgo1NbWgsfjISIiAjY2NpjabGzpl19+iaFDh2L37t0oKyuDh4cHhg8fjrCwMHC5XMTFxSEuLg79yYtmBEG8Bop//BGVl3+H8f+tgKanR2+H87yTH1igIInbYTlaCdSWs8DWlYPqoN+vr7ga47/Pamt3bW0tlZWVpSEQCOrbKtMaQ0NDeVJS0v3169cbrV+/3vjIkSOPVq5caeLn5yc7duxYZlFREdPNzU00btw4mampqTwyMjKVy+XS8fHxGlOnTrVNSEi4DwBxcXGad+/eTRQKhfXr1q3rK5VKq1trLzExke3i4tLqPgD44IMPCmbOnGm7c+fO6iFDhsjmz59fbG1t3RAcHFzi4+MjFAqF2t7e3rKZM2cWDx48uCYzM1Pt888/N7t9+/Z9IyMjube3N3///v19goODy1THnD59ekloaKjlihUrCgHg1KlTehcuXHhw4sQJnbS0NHZcXNx9mqYxfPhw+/Pnz2vZ2trWZ2Zmsnft2pV54MCBx525ns0lJSVxY2NjkzgcjtLe3t5h6dKl+fb29g01NTWM/v37V+/atSt76dKlJitWrDDdt2/fYwAoKytj3rp1K6Wuro4aMGCA4Ndff00zNTWV79q1S2/p0qVmx44dywwKCrJZunRpXkhISFl1dTWlUCioffv29YmPj+fcv38/MTc3l+Xh4SEaOXJkJQDcv3+fc+/evYfW1tYNrq6uwkuXLml5e3tXLViwwPrSpUspEomkbuzYsbYt4x8xYkTV8OHDy8aOHVs+a9asZ+aNr66upubOnWtz8eLFFCcnp7oJEyZYb9y40Wj16tUFQOe+V99++60Rh8NRpqamJt24cYMzePBgsaodIyMjRX19PZWXl8fs16+f4u9+Fj2B9Ny34Ofnh/nz5+OLL77A/PnzXzqxBwAbGxs4OzsDAFxdXZGZmYny8nKUlZXB19cXADBjxgxERES0e5yKigo8efIEEyZMANCYbHO5XERFRWHq1KlgMpkwNjaGr68vbt26BQDw8PCAubk5GAwGnJ2dkZmZCRaLhVGjRuHMmTOQy+X49ddf8dZbb+Gvv/5CUlISBg8eDGdnZ/zyyy949OhRU/uTJ08GACQnJ8PW1hY2No3LFDRP7i9evIj169fD2dkZQ4YMQW1tLR4/foyIiAhMnz4dAODk5AQnJ6eXvq4EQRC9qTIiAoX/2QadsWOhFxLS2+G8nNpyFkoz2Kgtf+lOv7y8PJa2tra8s/WCgoJKAcDDw6M6KytLAwCuXr2qs2XLFhOhUCj28vIS1NXVUWlpaer19fVUUFCQ9dOeWrv09PSmsdhOTk5VQqGwUzcWADBixAg7Ho8nGTlypB0ABAQEyNLS0uJnzZpVlJKSwnF1dRXn5OSw7OzsGtLS0hLWrl2bzWAwMGbMGMGpU6e0o6KiNAcMGFBhamoqV1NTw+TJk0uuXbum1byNwYMH1xQXF7MyMzPV/vzzT46urq6Cx+PVX7hwQSciIkJHLBaLn/bQs5OTk9kAYGJiUj9s2LCqzp5Pc15eXjIDAwMFl8ul7e3ta9PT0zUAgMFgYPbs2SUA8M477xTfvHmzKd6pU6eWAEBcXJzGgwcPOEOHDuULhULxxo0bTXJyctRKS0sZ+fn56iEhIWUAwOVyaW1tbWVkZKT2pEmTSlgsFiwsLOSenp6VUVFRXABwdHSssrOza2AymZBIJNXp6enq9+7dY5ubm9c5OjrWMRgMTJs2rVOLn8XGxrLNzc3rnJyc6gBg5syZxVFRUU1j8TvzvYqKitIKDg4uBhqf1PD5/Gdu/gwMDOSPHz9+5ReuID33LVy5cgU7d+7Ep59+ip07d8LPz++lE3yNZuMvmUzm3x6SQtOtL8Db1vbW2pbLG3/fTp48Gd9//z309fXh7u4ObW1t0DSNESNG4NChQ60eS1NTs8P2aJrG8ePHIRAIntv3b3/BjCCI10f9o0d4svRjaAgEMPli7av7+62dHvZnNNRQSDihC4e3y6HGeanV3jU1NZX19fWd7jxks9k0ALBYLFoul1NA478p4eHhaVKptK552SVLlpj27du34fjx4xlKpRIcDsdVtY/L5TaNf3d0dKw5efKkXmvtSSSS2sjIyKZk9tKlS+kRERHcpUuXWqi2GRsbK+bNm1cyb968Ej8/P/uLFy9qzZw5s4zD4dCTJk2STZo0SWZsbNxw4sSJPsOHD694kfP09/cvPXDggF5eXp5aQEBAieo8Q0NDcz/++OOi5mVTUlLUm59Pe1gsFq1QNHYoV1dXP/OFVFdXb/pMmUwm3dDQ0OoXtvn3WFtbW/k0Nsre3r7m3r17yc3LlpSUtPoZd5CTNI8Dqs/5Zf7+tNce0LnvVUex1NXVUS/6efQm0nPfjGqM/dGjR7F27dqmITqqMfhdSVdXF3p6eoiMjAQA7N+/v6kXX1tbGxUVz/+O0NHRgbm5OU6ePAkAqKurQ3V1NXx8fHDkyBEoFAoUFhYiIiICHh7tPx4eMmQI7ty5g127djX1yA8YMADR0dFIS0sDAFRXVyM1NfW5ukKhEA8fPkRmZiYANI3xB4A33ngD27dvb/rLdvfuXQCAj48PDh48CABISEhAXFzcC10ngiCIV42yqqrxBVqKgvl328HgcHo7pJenxqHhMq3sZRN7oHH4gkKhoFommH+Hn5+fbPPmzcaqsdnR0dEcACgvL2eamJg0MJlM7Nixw0CV1Lbk7+9fUV9fT23evNlQte3atWvcX3/9VWvOnDnFMTExWgcPHtRV7auqqmrKi06fPq1dUVHBAIDS0lLGo0ePNGxsbOqjoqK4mZmZakDjBBPx8fEcKyureh8fn6obN25o5+bmsuRyOY4dO6Y/ZMiQypYxBQcHlxw/flz/7NmzetOnTy8FgNGjR8v2799vWF5ezgCAjIwMtSdPnrTaATthwgTrK1euPDfUysLCou7mzZuaAHDw4MFWb2haUiqVUI1b37t3r4GHh8dzyYeTk1NtSUkJ6/Lly5pAY4IbExPD1tfXV/br169+//79fQCgpqaGqqioYPj6+laEh4fry+Vy5OTksG7evKnl7e3d5pMHZ2fn2uzsbPXExEQNADh8+LB+a+W0tLQUMpnsubzV2dm59smTJ+oJCQkaALBv3z4Db2/vdm+02vpeeXl5VR44cEAfaHy5OjU1tek6K5VKFBYWqgkEguduCF41JLlv5tatW8+MsVeNwVcNcelqv/zyCz7++GM4OTnh3r17TWPbZ86ciXnz5rX6Qu3+/fuxbds2ODk5YdCgQcjLy8OECRPg5OQEqVSKoUOH4ptvvkG/fv3abZvJZGLs2LE4f/5808uwRkZG2Lt3L6ZOnQonJycMGDAAycnJz9XlcDjYsWMHRo0aBS8vLxgbG0NXt/F346effoqGhgY4OTnBwcEBn376KQBg/vz5qKyshJOTE7755psObz4IgiBeRTRNI2fVKtSlp8P0281QNzfvuNK/kI+PT/nFixebesUzMjI0jI2NnVT/7d69+4WSz/Xr1+fI5XJKKBSKeTyeZNWqVWYAEBoaWnDo0CEDqVQqTE1NZXM4nFZ7UxkMBk6fPp3++++/61hYWDjY29tLPvvsM1NLS8sGLS0t+tSpU2k//vijkbm5uaOzs7Nw3bp1JitXrswBgFu3bnGdnZ1FfD5f7OHhIQoODi7y9fWtzsvLY7355pv2PB5PIhQKJSwWCytWrCiwsrJqWL169RNfX1++SCSSODk5VU+fPr2sZUxubm61VVVVDGNj43orK6sGAHj77bdlgYGBJe7u7kI+ny+eMGGCXVlZWavT4ty/f59rYWHR0HL7ihUr8n/++WcjFxcXYVFR0QuNzOBwOMrExESORCIRRUREaH/99de5Lcuw2Wz68OHD6StWrDAXCARiiUQiVg03OnDgQMb333/fl8/ni93c3IRZWVms4ODgMolEUiMSiSRDhgzhr1mzJtvS0rLNYVpcLpfevn37o7Fjx9q7uroKmr/E3Ny0adNKtm3b1k8kEolVNwKq+j/88ENmYGCgHZ/PFzMYDCxdurSwtWOotPW9Wrp0aUFVVRWTz+eLv/rqq36Ojo5NNyVRUVFcFxeXqt6aOagzqI4eZ/yTuLm50WTu9J5RWVkJLS0t0DSNDz74ADweD4sXL+7tsAiCILpV8c8/o2DjJvRd+hEMZs/u7XBAUdRtmqafmX0hNjY2UyqVFrVVpydER0dzNm7c2O/kyZMZvRnH66akpIQxbdo06/Pnzz/siuNxuVyX6urqu11xrNfdrFmzLMaPH1/21ltvvdDwq+4WGxtrKJVKrVvbR3ruib9l165dcHZ2hkQiQXl5OebOndvbIREEQXSryuhoFGz+FtqjRkH/3Xd7O5xX2uDBg2uGDBkiU73nRXQNfX19ZVcl9kTnODg41LwqiX1HSM89QRAEQXSgPjsbmQETweprBOvDh8F4OsFAb3tVe+4JguhepOeeIAiCIP4mZU0Nsj9cCFqphPl3370yiT1BEERryFSYBEEQBNEGmqaRu/oz1CUnw3znDqhbWfV2SARBEO0iPfcEQRAE0YbS/fshO3MGhh8ugPaQIb0dDkEQRIdIck8QBEEQrai6eRP5G76B1rBhMJw3r7fDIQiCeCEkuScIgiCIFhpyc/EkdDHULS1humE9KAb557IzKisrKXd3d4FcLkdKSoo6j8eTtCwTGhpqevLkSe3ujiUrK4vl7+9vY25u7iiRSETOzs7Cffv29QGAs2fPalMU5bply5amRa6io6M5FEW5rl692hgAAgICrM3MzByFQqFYIBCIT5061RSzh4eHwNra2kEoFIqFQqF41KhRtgAQGxur4eHhIRAKhWJbW1vJ1KlTrQCgoqKCMW7cOBs+ny/m8XgSV1dXgWrhqrZwuVyXbrgsz/Dw8BBEREQ8tzDW37Vt2zaDkJAQy9b2ubi4CIHG1XfZbHZ/oVAotrOzkwQFBVm2tRhZTzIzM3PMzc1lAc/G+sMPPzQtrhUREcGdOXOmRVvH6Cpjx461jY+P1+i45LPIbyuCIAiCaEZZV4fshYtA19XB/PvvwNTS6rgS8Yzt27cbjhs3rpTFavvVvq1bt+aMHz++26YWlMvlUCqV8Pf3t/f29q7Mzs6OT0xMvH/06NGHWVlZ6qpyPB6vJjw8vGlRrQMHDugLBIJnVpBct25ddnJyctKmTZuyFi5c+MyLF/v27XuYnJyclJycnHThwoWHAPDBBx9YLly4MD85OTnp4cOHiYsXLy4AgK+++qpv3759G1JTU5MePHiQuHv37kx1dfVun7bwVZqS9O7du02rY1pYWNQ9vXaJqampnAMHDvRpXrah4bm1unqUKtYHDx5oHDlypCm59/Hxqd67d29Wd7Ytl8sxf/78gi+//LL9VUlbQZL7NsiKalCWX93bYRAEQRA9iKZp5K1Zi9r4eJhuWA8NW9veDukf6ejRowaTJk0qa69MQECA9Z49e/SAxt7SxYsXm4rFYhGfzxffvXuXDQAymYwRGBho7eDgIBKJRGJV8peSkqLu6uoqEIvFIrFYLLp06ZIm0NgT7+npyff397cRCASSM2fOaKupqdHLli1rWrGUz+fXf/LJJwWqn83MzOrr6uoYWVlZLKVSiT/++EN32LBh5a3FPGzYsMqCgoIOlygtKChQs7Kyalpp1cPDowYAcnNz1czMzJoyVqlUWsfhcGgA+Pzzz415PJ6Ex+NJ1q5d27flMd98803bI0eO6Da/fnv37u0jl8sxd+5ccwcHBxGfzxdv3LjRsLVr0VHMKtOmTbN0cHAQ2dvbSxYvXmyq2n7t2jWui4uLUCAQiB0dHUWlpaWM6upqauLEidZ8Pl8sEonEZ86caXqq8eTJEzVvb2+etbW1w0cffWSi2t7akwg1NTV4eHhUPnjwQGPbtm0Go0ePth06dKi9t7c3v63vgFwux3vvvWfO5/PFfD5f/OWXX/YFgFOnTmmLRCIxn88XBwYGWtfU1FBA29+xvLw85uDBg3kikUgcFBRk1XyKeFWsn3zyiVlMTIyWUCgUr1mzpu/Zs2e1/fz87AEgPz+fOXz4cDs+ny+WSqXCGzducABgyZIlpoGBgdYeHh4Cc3Nzx3Xr1jV9pjt27NB3dHQUCYVCcVBQkJXq5ovL5bqEhoaaOjk5CX///XetUaNGVUZGRup09iaHzJbTCqWSxtGvbkHfTBNvLXQBU43cAxEEQfwblB0+jPITJ2Awfx60hw/v7XBe2qfRn1qklaZ1ONxCSStRUV/B0lbXljOo9v/Ns9ezr/5i8Bdt9lrW1tZSWVlZGgKBoL6tMq0xNDSUJyUl3V+/fr3R+vXrjY8cOfJo5cqVJn5+frJjx45lFhUVMd3c3ETjxo2TmZqayiMjI1O5XC4dHx+vMXXqVNuEhIT7ABAXF6d59+7dRKFQWL9u3bq+Tk5OHfbUjR8/vnT//v16bm5u1Y6OjtUaGhqt9qYfP35cd/jw4WXNt4WEhNiy2WwlAPj6+srCwsKyP/jgg/wxY8bwXVxcqoYNG1b+wQcfFBsaGiree++9orFjx/JPnTql5+PjI5szZ06xo6NjXWRkJPe///2vwe3bt+/TNA1XV1fRsGHDKgYPHtz0BGHy5MklR44c0Zs8eXJ5bW0tFR0drfPLL7882rp1q6Gurq4iISHhfk1NDeXu7i709/eXtbwWL/o5fPvtt0+MjY0VcrkcgwYNEty4cYMjlUprp02bZnfw4MF0X1/f6pKSEoaWlpZy3bp1xgCQmpqadPfuXfaYMWN46enpCaq24+PjE7W0tJQuLi7it956q9zHx6fVz6KiooIRERGhs3r16id5eXlqd+7c0YqLi0s0NjZWLFiwwKy178DOnTsNHj16pJGYmJikpqaG/Px8ZnV1NTV37lybixcvpjg5OdVNmDDBeuPGjUarV68uAFr/jq1YscJ04MCBlZs2bco9fPiw7qFDhwxbxvfll18+2bx5s/GVK1fSgMYbJ9W+ZcuWmUql0urLly+nnz59WnvGjBk2ycnJSQCQlpbGvn79ekpZWRlTJBI5fPzxx4WJiYka4eHh+jExMckaGhr09OnTLX/44QeDBQsWFNfU1DAcHBxqtm7dmqM6vpWVVe1ff/3F9fb2fuEeZ5K1toLBoGBgpoXcB+V4GFvYcQWCIAjiH6/6zh3kffU1NH19YLRgQW+H06Mq6itYWZVZ7Ir6ipfu9MvLy2Npa2t3ehxIUFBQKQB4eHhUZ2VlaQDA1atXdbZs2WIiFArFXl5egrq6OiotLU29vr6eCgoKsn7aO2uXnp7OVh3Hycmpqq1kNjg42FIgEIgdHBxEzbeHhISU/O9//9M/cOCAQVBQUEnLeqtWrTI3Nzd3nDt3rs3q1atzm+9rPiwnLCwsGwAWLVpUHB8fn/j222+XREREaLu7uwtramqoQYMG1WRkZMQvXrw4r6SkhDVo0CDRnTt32FevXtUaM2ZMmY6OjlJXV1f55ptvll65cuWZ9xEmTpxYfv36dZ2amhoqPDxc18PDo0JLS4u+fPmyztGjRw2EQqHYxcVFVFpaykpKSmJ3dC3a8ssvv+g/fSIifvDgATs2NpYdFxfH7tu3b4Ovr2810LhSrpqaGq5fv64VEhJSDAAuLi61pqam9fHx8WwA8PLykvXr10+hpaVFv/nmm6VXr159bnxbVlaWhlAoFHt4eAhHjhxZPmnSJBkAeHt7y4yNjRVA29+BP/74Q2fevHmFamqND1KMjY0VsbGxbHNz8zonJ6c6AJg5c2ZxVFRU03Vs7Tv2119/ab/zzjvFADBlypRyHR2dTg38v3nzpva7775bDADjxo2rKCsrYxUXFzMBYOTIkWUcDoc2MTGR6+vrN2RnZ7MuXLignZCQwJVKpSKhUCiOiorSefjwoQYAMJlMzJw5s7T58Q0NDeVZWVkdPi1qjvTct8FhiBlyHpRBTYPZ26EQBEEQ3awhvwDZixZBzcQEZt98A4r5evzub6+HvblaeS11IfOC7ijrUeVsFvulxoBramoq6+vrO915yGY3tstisWi5XE4BjcOkwsPD06RSaV3zskuWLDHt27dvw/HjxzOUSiU4HI6rah+Xy1Wq/uzo6Fhz6tSppvH0+/fvf5ybm8tyc3N7Jrm3tLSUq6mp0RERETq7d+9+HBUV9Uwium7duuyQkJDSL7/8su/MmTNtEhMT73d0PtbW1g2hoaHFoaGhxTweTxITE8Px9vau1tXVVc6YMaNsxowZZSEhITh16pQuk8ns8JpzuVx6wIABFSdOnNA5cuSI3tSpU0ueXiNq8+bNjwMCAmTNy589e1a7+bV4EcnJyerfffed8e3bt+8bGRkpAgICrGtraxk0TYOiqOdibD6EpSWKotr9Gfj/Y+5bbm8ed1vfgdZiai8eoPXvGAAwXuKF+dbaVMXV/AkQk8mEXC6naJqmAgMDi7///vsnLeupq6srW76nUldXx+js50h67ttg42gIljoDjxKKezsUgiAIohvR9fV4smgRlFXVMP9uO5i6uh1Xes2wWWx6vP34spdN7AHAyMhIoVAoqOrq6uezuU7y8/OTbd682VipbMxtoqOjOQBQXl7ONDExaWAymdixY4dBW7Os+Pv7V9TV1VEbNmwwUm2rrKxsNfdZs2bNky+++CK7rZeAmUwmVq1aVaBUKqnjx4/rtBd3eHi4Tl1dHQUAjx8/ZpWVlTGtrKzqL168qFlYWMgEGocvpaamsq2treuHDh1aee7cuT4VFRUMmUzGOHfunJ6fn99zLxtPmTKlZO/evYa3bt3Sfvvtt2UAMGLEiPKdO3caqdqLi4vTkMlkrZ7jwIED+RkZGW32ApeWljI5HI5SX19fkZWVxbp69aouAEil0tr8/Hz1a9eucZ+WYzQ0NMDLy6vywIED+qp2c3Nz1Z2cnGoBICoqSic/P59ZWVlJnTt3ro+vr29le9esLW19B4YPHy774YcfjFTj0fPz85nOzs61T548UU9ISNAAgH379hl4e3u3+9L2gAEDKnbv3m0AAEePHtWRyWTP3dnr6uoqKisrW73jHzBgQMWePXsMgMYbKj09Pbm+vn6byfioUaNkZ8+e1Xvy5AlLFXdqaqp6W+UzMjI0XFxcats7h5ZIz30bWOpMWIoNkBFbBJ/JfFCMl/4dRRAEQbyC8r76CjX37sFsy7dg8/nd1k5OZQ5MNE1a7cF83fj4+JRfvHhRSzUbTkZGhoaxsbGTav/XX3/9Qk8U1q9fn/Pee+9ZCoVCMU3TlLm5ed2VK1fSQkNDCwICAuxOnjyp5+XlVcHhcFpNphgMBs6cOZP+wQcfWGzbtq2fvr6+nMvlKj7//PPslmVHjBhR1VE8DAYDy5cvz9m0aVM/VU958zH3+vr68uvXr6deuHBBZ+nSpZYaGhpKAFizZk22paWl/PTp07oLFiywAgClUkkNHz68fMaMGaUMBgNBQUHF/fv3FwFAcHBwYfPx9ioTJkyQzZs3z2b48OFlql7oxYsXF2VmZmo4OjqKaJqm9PX1G86dO5fesq5CocCjR480jIyMnhsypVAowGazaQ8PjxoHB4dqHo8nsbS0rHN1da0EGnu8Dx48mL5w4ULL2tpaBpvNVkZERKQuW7asIDg42IrP54uZTCbCwsIyVS8Iu7m5VU6ePNkmMzOTHRAQUNzWePuOtPUdWLx4cWFqaqqGUCiUsFgsesaMGYUrV64s/OGHHzIDAwPtFAoFpFJp9dKlS9sdX71+/fqcgIAAW7FYLBo4cGCliYnJc8OYPDw8algsFi0QCMRBQUFFrq6uTZ/Nhg0bclRDxDgcjnLv3r0Z7bXn6upau2rVqifDhg3jK5VKqKmp0du2bXvM5/OfazcrK4uloaFBW1lZdeqNWqqjRxj/JG5ubnRMTEyXHS/lr1xc3nsfE5e7wdim3Zt0giAI4h+oLDwcuas+hcHsd9F36dJuaye2MBbvXXwPw62G47OBn0Gd2WZHXadQFHWbpmm3Z9qKjc2USqVFXdLA3xQdHc3ZuHFjv5MnT7ab6BA959atW+ywsDDDn3766Zkbm5qaGsrGxsYxMTEx0cDAoPcnmiearFmzpq+Ojo5y8eLFz/19jo2NNZRKpdat1SPDctph5WgIBoPCw3vkpVqCIIjXTU1cHPLWrIXmoEEwWry429qJL4zHvEvzwGVxcSb9DK5lX+u2tl4VgwcPrhkyZIjsVZpf/d/O3d29tmViHxERwZVIJOJZs2YVkMT+1dOnTx/FggULOn2jTobltIOtqQZTfh9kxBZi4AS73g6HIAiC6CLyoiJkf7gQrL59Ybp5U7e9QJtQlIC5l+aij0YfhI0IQ0ppCnzNfbulrVdNaGgoeWntFefj41P98OHDxN6Og2jdokWL/tbfIdJz3wFbZyOU5lWjNK/DoXgEQRDEPwDd0IAnoYuhKC+H+XfbwdLT67jS35BYlIj3Lr4HHQ0d7H5jNyx1LDHCakSXDckhCIJoTbcm9xRFjaIoKoWiqDSKola0sv8tiqLiKIq6R1FUDEVRXs32ZVIUFa/a151xtsdG2viCPRmaQxAE8XrI37gR1TExMPliLdgiUccV/oak4iTMuTSnKbE30TLpuBJBEEQX6LbknqIoJoDvAYwGIAYwlaIocYtivwOQ0jTtDOAdAD+12O9H07Rzy5eFepKWngb6Wuvg4V2S3BMEQfzTlZ86hdJ9+6E/IwS6/v7d0sb94vuYc3EOtNW08fMbP8NUy7Rb2iEIgmhNd/bcewBIo2n6IU3T9QAOA3ireQGapivp/z9djyaAV3LqHltnQxQ8qkBlaaemGSUIgiBeITWJichd/Rm47u7dNjNOSkkK5lyaA001Tfz8xs8w0zLrlnYIgiDa0p3JvRmA5vPYZj/d9gyKoiZQFJUM4Fc09t6r0AAuUhR1m6Ko97oxzg7ZOjcOzcmI7dWZxQiCIIi/SV5aiicfLgRTTw9mW7eAUuvUau4vJKUkBbMvzgabycbPb/wMc23zLm/jn6KyspJyd3cXyOVypKSkqPN4PEnLMqGhoaYnT57U7u5YsrKyWP7+/jbm5uaOEolE5OzsLNy3b18foHHRIYqiXLds2WKoKh8dHc2hKMp19erVxgAQEBBgbWZm5igUCsUCgUB86tSpppg9PDwE1tbWDkKhUCwUCsWjRo2yBYDY2FgNDw8PgVAoFNva2kqmTp1qBQAVFRWMcePG2fD5fDGPx5O4uroKysvL283FuFyuSzdcltfStm3bDEJCQiwB4JtvvjH67rvvDFTbMzMzm/7ST5482er27dvs7ozFzMzMMTc3l1VbW0u5ubkJVItt9YTunC2ntVU6Wlu6+H8A/kdRlA+ALwAMf7prME3TORRF9QVwiaKoZJqmI55rpDHxfw8ALC0tuyz45vT6aUKvHxcP7xXCcci/95c1QRDEPxEtl+PJkiWQFxXB6uABsAwMuryN1NJUzLk4B+pMdex5Yw8stC26vI1/ku3btxuOGzeutK3VXgFg69atOd0Zg1wuB4PBgL+/v31QUFDxmTNnMgAgNTVV/dixY31U5Xg8Xk14eLieai7xAwcO6AsEgmcWkFq3bl32rFmzSs+cOaO9YMECq7feeitBtW/fvn0PWy7Q9MEHH1guXLgwf/r06WUAcPPmTQ4AfPXVV3379u3bcPr06Qyg8SZAXV2920ctyOVytPdZvG7tAsCyZcuaxlMfOHDA0NnZucba2roBAI4cOfKop+Jgs9m0r6+v7KefftKfP39+SU+02Z0999kAmv92MwfQ5l/kp4m7HUVRhk9/znn6/wIA/0PjMJ/W6v1I07QbTdNuRkZGrRXpEjZSIzxJLUNtVc/deREEQRAvr2DLFlT/+Rf6ffYZOI6OXX78tNI0zLk4B2oMtcbEXuffndgDwNGjRw0mTZpU1l6ZgIAA6z179ugBjb2cixcvNhWLxSI+ny++e/cuGwBkMhkjMDDQ2sHBQSQSicQHDhzoAwApKSnqrq6uArFYLBKLxaJLly5pAo098Z6ennx/f38bgUAgOXPmjLaamhrdPNHj8/n1n3zySYHqZzMzs/q6ujpGVlYWS6lU4o8//tAdNmxYeWsxDxs2rLKgoKDDxz4FBQVqVlZWTSuOenh41ABAbm6umpmZWVMiIZVK61Qrun7++efGPB5PwuPxJGvXru3b8phvvvmm7ZEjR3SbX7+9e/f2kcvlmDt3rrmDg4OIz+eLN27caNjatWgvXlUvM9A4972Hh4cAAJYsWWIaGBho7eHhITA3N3dct25dX6Dx+tvY2Ejefvttaz6fLx41apRtRUUFQ3WspUuXmri6ugp2796td+LECR1nZ2ehWCwWjR492lb1pOLatWtcFxcXoUAgEDs6OopKS0sZ1dXV1MSJE635fL5YJBKJz5w5ow009ryPHDnSztvbm2dlZeUwb968pp7W//znPwbW1tYO7u7uguvXr2upti9ZssR09erVxnv27NFLSEjghoSE2AqFQnFlZSXl4eEhiIiI4AJAWFiYvupJyvz585tGmHC5XJcPP/zQTCAQiKVSqTArK4sFADk5Oaw33njDzsHBQeTg4CC6ePGiJgDk5eUxBw8ezBOJROKgoCCr5ovETpw4sezw4cP67X0GXak7b6duAeBRFGUD4AmAKQCCmhegKMoeQDpN0zRFUf0BqAMopihKEwCDpumKp38eCWBtN8baIVtnI9z57REexRdBMIDMekAQBPFPIDt3DiU/74Ze0FT0CXi7y4+fXpaOdy++CybFxO5RjdNdvkpyVn5iUffgAbejcrRSCaVMxmLo6MgpRvv9fho8XrXpV19mtbW/traWysrK0hAIBPVtlWmNoaGhPCkp6f769euN1q9fb3zkyJFHK1euNPHz85MdO3Yss6ioiOnm5iYaN26czNTUVB4ZGZnK5XLp+Ph4jalTp9omJCTcB4C4uDjNu3fvJgqFwvp169b1dXJyqu6o7fHjx5fu379fz83NrdrR0bFaQ0Oj1d7048eP6w4fPrys+baQkBBbNputBABfX19ZWFhY9gcffJA/ZswYvouLS9WwYcPKP/jgg2JDQ0PFe++9VzR27Fj+qVOn9Hx8fGRz5swpdnR0rIuMjOT+97//Nbh9+/Z9mqbh6uoqGjZsWMXgwYObniBMnjy55MiRI3qTJ08ur62tpaKjo3V++eWXR1u3bjXU1dVVJCQk3K+pqaHc3d2F/v7+spbXojOfRXNpaWns69evp5SVlTFFIpHDxx9/XAgAmZmZ7LCwsMyRI0dWBQYGWm/cuNFo7dq1+QDAZrOVt2/fTsnNzWX5+/vbRUREpOro6Cg/+eSTfl988YXxunXr8qZNm2Z38ODBdF9f3+qSkhKGlpaWct26dcYAkJqamnT37l32mDFjeOnp6QkAkJSUxI2NjU3icDhKe3t7h6VLl+arqalh/fr1prdv376vr6+vGDRokMDBweGZz3vWrFmlO3fu7Ltp06aslk9YMjMz1T7//HOz27dv3zcyMpJ7e3vz9+/f3yc4OLispqaGMXDgwMrt27c/mTdvnvn27duNvvnmm9y5c+daLFmyJP+NN96ofPDggfobb7zBe/jwYeKKFStMBw4cWLlp06bcw4cP6x46dKhpqJe7u3tNXFyc5t/9DDqr25J7mqblFEUtAPAbACaA3TRNJ1IUNe/p/h8ABAAIoSiqAUANgMlPE31jNA7VUcX4X5qmL3RXrC+ir5U2NPto4OE9ktwTBEH8E9SmpCLnk1Xg9O8P4xXPzcb80h6WPcS7v70LBsXAz2/8DCsdqy5vo6coZTJWQ1YWW83CopbZp89LLSubl5fH0tbW7vQxgoKCSgHAw8Oj+vTp03oAcPXqVZ3ffvutz7Zt2/oBQF1dHZWWlqZuZWXV8O6771olJSVxGAwGHj16pKE6jpOTU1VbyWxwcLDlzZs3tdTU1GjVzQAAhISElAQEBNglJydzgoKCSqKiorSa11u1apX5p59+al5SUsK6du3a/eb7WhuWs2jRouK33npLdvLkSZ0zZ8702bt3r1FSUlLSoEGDajIyMuJPnjypc+nSJZ1BgwaJrl27lnz16lWtMWPGlOno6CgB4M033yy9cuWKdvPkfuLEieXLli2zrKmpoY4fP67r4eFRoaWlRV++fFknOTmZq7pmFRUVzKSkJLa6ujrd3rV4USNHjizjcDg0h8OR6+vrN2RnZ7MAoF+/fvUjR46senpdi7dt29YXQP7T61kKAFevXtVMT09ne3h4CAGgoaGBcnV1rYyLi2P37du3wdfXtxoA9PX1lQBw/fp1rQ8//LAAAFxcXGpNTU3r4+Pj2QDg5eUlU62ia29vX5uenq5RUFDAGjBgQIWpqakcAN5+++2S1NTUFx5LHxUVpdm8/uTJk0uuXbumFRwcXKampkZPmTKlHABcXV2rLl++rAMA0dHROg8ePOCojlFZWcksLS1l/PXXX9onTpxIA4ApU6aUz507t2nFXxaLBTU1Nbq0tJShp6en7PSH0EndOhCKpulzAM612PZDsz9vALChlXoPAUi7M7bOohgUbKSGSL6ei4Z6BdTUu2c1Q4IgCOLlKcrLkb1gAZhaWo0v0Kp37cJRD8sf4p3fGueA+PmNn2Gja9Olx+8q7fWwN6esraVk587r6owZXc5gs19qDLimpqayvr6+08N+2U/bZbFYtFwupwCApmmEh4enSaXSuuZllyxZYtq3b9+G48ePZyiVSnA4HFfVPi6X25Q8OTo61pw6dapplbL9+/c/zs3NZbm5uT2zwIGlpaVcTU2NjoiI0Nm9e/fjlsn9unXrskNCQkq//PLLvjNnzrRJTEx8JsFvjbW1dUNoaGhxaGhoMY/Hk8TExHC8vb2rdXV1lTNmzCibMWNGWUhICE6dOqXLZDI7vOZcLpceMGBAxYkTJ3SOHDmiN3Xq1JKn14javHnz44CAAFnz8mfPntVufi3aw2QyaaWysWhNTc0zn13zpxhMJhOqz+ZpB2yT5j9ra2srn8YGLy8vmep9B5UbN25wKIpq7T3MNmNs/m4Ck8mkGxoaWo2jM9prj8Vi0YynT7FYLBaafydjYmLua2lpPVeZ0c5Tr4aGBorL5fbIrJBkhdpOsHU2grxBiaykHnkfgiAIgvgbaIUCTz7+GA15eTDb9h+o9X1u+PJLySjPwLu/vQsaNHa/sRu2urZdevzewGCz6T5vTyh72cQeAIyMjBQKhYKqrq7++1nXU35+frLNmzcbqxLP6OhoDgCUl5czTUxMGphMJnbs2GGgUChare/v719RV1dHbdiwoemlvMrKylZznzVr1jz54osvstt6AZTJZGLVqlUFSqWSOn78uE57cYeHh+vU1dVRAPD48WNWWVkZ08rKqv7ixYuahYWFTKBx+FJqairb2tq6fujQoZXnzp3rU1FRwZDJZIxz587p+fn5VbQ87pQpU0r27t1reOvWLe23335bBgAjRowo37lzp5Gqvbi4OA2ZTNbqOQ4cOJCfkZHx3DsD5ubm9dHR0VwAOHr06Ast2Zybm6t++fJlTQD473//qz9o0KDKlmWGDBlSFRMTo5WQkKABNM4WFBcXpyGVSmvz8/PVr127xgWA0tJSRkNDA7y8vCoPHDigrzqP3NxcdScnpzbnIffx8an666+/tPPy8ph1dXXU//73v1Zj19LSUpSXlz/XK+vj41N148YN7dzcXJZcLsexY8f0hwwZ8tx5NOfl5SXbsGFD0y+V69evcwBgwIABFbt37zYAgKNHj+rIZLKm9vLy8ph6enrytoZ7dTWS3HeCKb8PNLgsZJDVagmCIF5Zhdu3oyoiEv0++QRcl66dRfCR7BHe/e1dKGllY2Lf55+f2HcHHx+f8osXLzb1fmdkZGgYGxs7qf7bvXv3CyWQ69evz5HL5ZRQKBTzeDzJqlWrzAAgNDS04NChQwZSqVSYmprK5nA4rfZQMxgMnDlzJj0yMlLbzMzM0dHRUTR9+nTrzz//PLtl2REjRlQFBweXtRcPg8HA8uXLczZt2tRPtU31oqZQKBQPGjSIDwAXLlzQEQgEEoFAIB4xYgR/zZo12ZaWlvLU1FT24MGDBXw+X+zg4CB2dnaunjFjRqmXl1d1UFBQcf/+/UWurq6i4ODgwuZDclQmTJggu3XrlraXl5dM9aRj8eLFRUKhsNbR0VHE4/Ekc+bMsVL1ajenUCjw6NEjDSMjo+eGTK1evTpn2bJllq6uroIXeYoAALa2trW7d+824PP54tLSUtbSpUufS45MTU3lYWFhmVOmTLHl8/liV1dXYXx8PJvNZtMHDx5MX7hwoaVAIBAPGTKEX11dzVi2bFmBQqGg+Hy+ePLkyXZhYWGZqheOW2NlZdWwfPnynAEDBoi8vLz4bb1fERISUvThhx9aqV6obV5/9erVT3x9ffkikUji5ORUrZrhqC0//vhj1p07dzT5fL7Yzs5O8t133xkBjd/V6OhoLbFYLPrtt990TUxMmoZDnT9/Xqetl7S7A9XeI4l/Gjc3NzomJqZb27i0JxGPEorxzjdeYDDJvRFBEMSrRHbpEp58uBC6EwNg8sUXL/XIvqXHsseY9dssNCga8PMbP4Onx+uyY/9dFEXdbrmKe2xsbKZUKu3VhVmio6M5Gzdu7Hfy5MmMjksTPeHWrVvssLAww59++um5G5vOSklJUR87dizvwYMHiV0R2+tu5MiRdhs3bsxuObzsZcTGxhpKpVLr1vaR7LSTbJ2NUFclR05aj92AEQRBEC+gLj0ductXgO3khH6fftqliX2WLAvv/PYO6hX1+OmNn16JxP5VNnjw4JohQ4bI5PKXejeX6ELu7u61XZHYE51TW1tLjRs3rqwrE/uOkOS+kyzFBmCqMfCQDM0hCIJ4ZSgqKpD9wQJQHA7Mt/0HDA2Njiu9oKyKLLxz8R3UKerw08ifwNfjd9mxX2ehoaHFvbWAEdG9BAJBPem1fzFsNptesGBBcU+2SZL7TlLTYMJCpI+Me4XtvmVNEARB9AxaqUTO8hWoz86G+dYtUOvXr+NKL+hJ5RO8+9u7qJHXYNfIXRDoC7rs2ARBEN2BJPd/g62zESpL61D4+LkX2QmCIIgeVrRzJyr/+APGy5eD6+7eZcfNqczBOxfeQVVDFXaN2AWhvrDLjk0QBNFdSHL/N9g4GYKiQIbmEARB9LKKK1dQ9N330H1rHPSmT+uy4+ZW5uKd395BRUMFdo3cBZGBqONKBEEQrwCS3P8NbC01mPL6ICO2VycjIAiC+Ferz8xEzrLl0BAJ0W/Nmi57gTavKg+zfpsFWZ0Mu0bsgthA3CXHJQiC6Akkuf+bbJyNUJJThbL8VqdUJQiCILqRorIKWQsWgGIyYbF9OxjsF15xvl15VXmYdWEWyuvK8ePIHyExlHTJcf9tKisrKXd3d4FcLkdKSoo6j8d77kKGhoaanjx5Uru7Y+Fyuc8sdtBaPEuWLDFdvXq1MQD8/vvvmk5OTkKhUCi2tbWVLFmyxLS942/bts0gJCTEsusjfz15eHgIIiIiuADg6+trX1RUxCwqKmKuX7++aaGxzMxMtVGjRnXrIhJnz57V9vPzsweAQ4cO6S5evLjdz/mfhCT3f5Otc+N3kAzNIQiC6Fk0TSP3k09Q/zADZlu+hZqZWZccN78qH+/89g7K6soQNiIMDoYOXXLcf6Pt27cbjhs3rrS92XK2bt2aM378+G57ee3vTsP57rvv2oSFhT1KTk5OSk1NTZw2bVqPLEvf0NDQE808o7enKr127VqaoaGhori4mPnzzz83rfpqbW3dcOHChYc9FcfkyZPLL1y40KeiouK1yItfi5PoDdr6bBhZaiMjliT3BEEQPan4p59Q8dtv6PvRR9AcOLBLjllQXYB3L76LktoS/DDiBzgZOXXJcf+tjh49ajBp0qSy9soEBARY79mzRw8AzMzMHBcvXmwqFotFfD5ffPfuXTYAyGQyRmBgoLWDg4NIJBKJDxw40Ado7H13dXUViMVikVgsFl26dEkTaOyN9fT05Pv7+9sIBIK/9dilpKSEZWlp2QAALBYLrq6utQCQn5/PHD58uB2fzxdLpVLhjRs3OM3rFRcXM83MzBwVCgUAoKKigtGvXz+nuro6KjExUcPb25snkUhErq6uAtX5BQQEWM+ePdvc09OT//7775u3FVPzXmYACAkJsdy2bZtBe9duyZIlpuPHj7cZMGAA38rKymHz5s2GrV0juVyOuXPnmjs4OIj4fL5448aNhqp2Vq1aZczn88UCgUD8/vvvmwHA9evXOVKpVMjn88UjRoywKywsZAKNPfLz5883c3R0FFlbWztcuHBBC2h8ijN27FhbPp8vfvPNN21ra2ubxs+ZmZk55ubmsj766CPzrKwsDaFQKJ47d65586cr1dXV1MSJE635fL5YJBKJz5w5ow00PjEZOXKknbe3N8/Kysph3rx5TdfvxIkTOs7OzkKxWCwaPXq0bXl5OQMAwsPDdWxsbCSurq6C8PDwPqryDAYDgwYNqjhy5Ijui35PXmVkAtqXYOtsiBunM1BVXgdN3a6bU5kgCIJoXWVkFAq/3QKdMaOh/86sLjlmYXUh3v3tXRRWFyJsRBikRtIuOe6r4Pd99y1KnlRyOypH0zTqquUsDS5L3tG7C/pmWtXDQkRZbe2vra2lsrKyNAQCQX1nYjU0NJQnJSXdX79+vdH69euNjxw58mjlypUmfn5+smPHjmUWFRUx3dzcROPGjZOZmprKIyMjU7lcLh0fH68xdepU24SEhPsAEBcXp3n37t1EoVDYqfZV3nvvvXyRSOTg6elZMXLkyPIPPvigmMvl0suWLTOVSqXVly9fTj99+rT2jBkzbJKTk5NU9QwMDBRCobD63Llz2v7+/hWHDx/W9fX1LdfQ0KBnz55t9eOPPz5ydHSs++OPPzTnz59v+ddff6UCQHp6Ojs6Ojr1ZdYEaO3aAcD9+/c5t2/fvl9RUcF0cXERBwQElLe8Rps2bTLU1dVVJCQk3K+pqaHc3d2F/v7+sri4OPavv/6qd/v27WRtbW1lfn4+EwBmzpxps2XLlsdvvvlmZWhoqOny5ctNd+/enQUAcrmcio+Pv3/kyBHdtWvXmo4aNSp106ZNfTkcjjI1NTXpxo0bnMGDBz/3EsvmzZuzx44dy1Fdz5SUFHXVvg0bNvQFgNTU1KS7d++yx4wZw0tPT08AgKSkJG5sbGwSh8NR2tvbOyxdujRfU1OT/uqrr0wiIiJSdXR0lJ988km/L774wnjt2rV5CxYssL506VKKRCKpGzt27DPDftzc3KoiIyO1Zs+eXfq3P4hXBOm5fwk2T4fmkBdrCYIgul99VhaeLF0KDR4PJuvWdckLtEU1RXjnt3eQX52PH0b8AOe+zi8f6D9QXbWcJSuqZddVy1+60y8vL4+lra3d6fEeQUFBpQDg4eFRnZWVpQEAV69e1dmyZYuJUCgUe3l5Cerq6qi0tDT1+vp6KigoyJrP54sDAwPt0tPTm166cHJyqmovsW/re6PavmnTptw///zz/vDhw2VHjx41GDJkCB8Abt68qf3uu+8WA8C4ceMqysrKWMXFxczmxwgMDCw9dOiQHgAcPXpUf8qUKaXl5eWMu3fvagUGBtoJhULx+++/b1VQUKCmqvP222+3O3zpRbR27QBg9OjRZVpaWrSJiYl84MCBssjISE3g2Wt0+fJlnaNHjxoIhUKxi4uLqLS0lJWUlMS+dOmSzvTp04u0tbWVAGBsbKwoLi5mVlRUMN98881KAJgzZ07xX3/9pdX8/AFg0KBBVdnZ2eoAEBUVpRUcHFwMAJ6enjV8Pr9TLytev35dKyQkpBgAXFxcak1NTevj4+PZAODl5SUzMDBQcLlc2t7evjY9PV3j6tWrmunp6WwPDw+hUCgUHz582ODx48fq9+7dY5ubm9c5OjrWMRgMTJs27ZmFpfr16yfPy8tTby2GfxrSc/8S9E00oduXg4f3CuHg0zVjPgmCIIjnKaurkb3gQ4CmYf7ddjC4HXZGd6h5Yr9z+E649HXpuNLLKHkI6NkAXTSrz4tor4e9OXm9gnoQU6DLc+tbzlJnvtQKjZqamsr6+vpOdx6y2WwaAFgsFi2Xyymg8YlCeHh4mlQqrWtedsmSJaZ9+/ZtOH78eIZSqQSHw3FV7eNyucr22jE2NpaXl5c/k5SXlJQwbWxsmtqQSCR1EomkcMmSJYUGBgbOeXl5zNYWrqQo6pmNU6dOLVu7dq1Zfn4+MyEhgevv7y+TyWQMbW1tefNe/ua0tLTajRcA1NTUaKXy/xerq6t75kvU2rV7Gl/LeAE8e41omqY2b978OCAgQNa87Llz53Q6ewPdLA4oFIo24+iM9hYMVVdXb9rJZDLphoYGiqZpeHl5yc6cOZPRvOz169c57cVRU1NDsdnsDj+LfwLSc/8SKIqCrdQIT5JLUVfd8y/CEARB/BvQNI3cT1ejLjUVZps3Qd3y5ScmKa4pxuzfZiOvKg87hu2Aq7Frx5VeRnYMsGMw8L+5gLyu4/I9jKXOpEWDTMpeNrEHACMjI4VCoaCqq6tf+i7Gz89PtnnzZmNVYhsdHc0BgPLycqaJiUkDk8nEjh07DFTj3F+Erq6usm/fvg2nTp3SBhrH0l+9elV36NChlQBw+PBhXVV78fHxbCaTSRsaGioGDBhQsWfPHgOgcdy6np6eXF9fX9ny2FKptGru3LmWw4YNK2exWNDX11eam5vX7969Ww8AlEol/vzzz2fG66tcuXKFO2HCBOuW2+3s7OrS0tI4NTU1VHFxMTMqKkrnRc71/Pnzfaqrq6m8vDzmX3/9pe3l5VXVssyIESPKd+7caaS6YYiLi9OQyWSMUaNGyfbv32+oesk0Pz+faWBgoNDR0VGoxtP//PPPBgMHDqxsLwYvL6/KAwcO6APArVu32Kmpqc/dmevq6iqqqqpazUmb14+Li9PIzc1Vd3Jyqm2rvSFDhlTFxMRoJSQkaACN7z7ExcVpODs712ZnZ6snJiZqAMDhw4f1m9dLSUlhSySSmvbO5Z+CJPcvydbFCEoljUcJxR0XJgiCIDqt5JdfIPv1VxgtWgQtb++XP15tCWZfnI0nlU/w/bDv4dbPrQuibEd+EnAgANDQBOKOAqkXure9V4CPj0/5xYsXm4ZrZGRkaBgbGzup/lMluh1Zv359jlwup4RCoZjH40lWrVplBgChoaEFhw4dMpBKpcLU1FQ2h8Nps8e1traW0bztzz//3PiXX37J+Oqrr0yEQqHY19dXsHz58hyJRFIHAAcOHDCwtbV1EAqF4pCQEJuffvopg8ViYcOGDTl37tzh8vl88SeffGK2d+/ejNbamzRpUumpU6f0p06d2jTLzqFDhx7u2bPHUCAQiHk8nuT48eN9WqubmZmpweFwnrvBsre3b/D39y8ViUSSiRMn2kgkkhca2uLi4lI1bNgwnqenp2jp0qW51tbWz/VELl68uEgoFNY6OjqKeDyeZM6cOVYNDQ3UxIkTZaNHjy5zdnYWCYVC8RdffNEPAPbs2ZOxfPlycz6fL46Li+OsX78+p70Yli5dWlBVVcXk8/nir776qp+jo+NzNxj9+vVTuLq6VvJ4PMncuXOfebF42bJlBQqFguLz+eLJkyfbhYWFZbZ2jVRMTU3lYWFhmVOmTLHl8/liV1dXYXx8PJvL5dLbt29/NHbsWHtXV1eBhYXFM0O3IiIitMePH1/e0TX9J6Dae9zxT+Pm5kbHxMT0aJu0ksbeFdEwsdfFqPcce7RtgiCI113VXzfw+N13oT10KMy2/eelx9mrEvssWRa+G/YdPE08uyjSNpRmAj+/0fjnGWeAwvsAfxTA6ppJGCiKuk3T9DN3J7GxsZlSqbRXXwaLjo7mbNy4sd/JkydbTYCJ1s2dO9f8nXfeKfb09HzpHuQlS5aYamlpKdauXZvfFbG9zrKysliTJk2y/fPPP1N7O5YXFRsbayiVSq1b20fG3L8kikHBRmqIlJv5kDcowFJjdlyJIAiC6FBDTg6eLF4MdWtrmHz99Usn9qW1pZhzcQ4eyx73TGJfkQfsewtQ1AGzzgNG/Mb//gUGDx5cc+vWLZlcLsfLviz6bxIWFpbd2zH8Gz18+FB98+bNL/R+yj8B+RvXBWydjZAYmYPs+6WwdjLsuAJBEATRLmVtLbI/XAi6oQHm27eDqaX5Uscrqy3De5fewyPZI2wfuh0DTAZ0UaRtqCkF9r8NVBYCM04DfUXd294rKDQ0lIxX7UXffvttu8NliP/P19e3UzP4vOrImPsuYCbQgzqbSVarJQiC6AI0TSPv8zWoTUyE6TcboGFr81LHK68rx3uX3sPDsofY5rcNA027ZuGrNtVXAQcnAcUPgCkHAfNuHtNPEATRDEnuuwCTxYCVoyEy4oqgVL4+7zAQBEH0htL//hflJ0/C8IMPoD106Esdq7yuHHMuzkFaWRr+M/Q/GGQ2qIuibIO8DjgyHXgSAwT8DNj5dW97BEEQLZDkvovYOhuhtrIBeellvR0KQRDEP1b17dvI/3o9tIYMgeEH77/UsWT1Mrx36T2klaVhq99WeJl5dVGUbVAqgBNzgPQ/AP9tgHhc97ZHEATRCpLcdxFLiT6YLAYe3iWr1RIEQfwdDfn5yF4UCnUzM5h+swEU4+//EyWrl2HuxblILU3FVr+t8DH36cJIW0HTwNlQIOkUMPJLoH9w97ZHEATRBpLcdxF1NgvmIj08jC1sdzU1giAI4nnK+npkL1wIuroa5t9/B6bOC63R06qK+grMvzQfyaXJ2DJkS/cn9gBw+TPgzj7AeykwaEH3t/eKq6yspNzd3QVyuRwpKSnqPB5P0rJMaGio6cmTJ7W7OxYmk+mqmid/9OjRtqpFmR4/fswaO3asrYWFhYOdnZ3E19fXPi4uTgMA4uPjNfz8/OwtLCwcJBKJyNPTk3/+/HktoHHaRD8/P3uBQCBW1Wuv/bbOv6uZmZk55ubmdtlEKUuWLDFdvXq1ccvtmZmZaqNGjbIFGhfz0tbWdhaJRGJbW1vJRx99ZNJV7b8MLpfrAjwb6/Xr1zlHjhzRVZU5ePCg7sqVK/t1dyyDBg3iFxYW9uhUiiS570K2zkaoKK5FUXa7i7URBEEQLeSv+xK1sXEw+fpraNi3myu1q7K+EvMuz0NScRI2+27GEIshXRdkW6K2ANH/AdzeBYau6v72/gG2b99uOG7cuNL2psHcunVrzvjx4yu6Kwa5XA4A0NDQUCYnJyc9ePAgUU1Njd68ebORUqnEuHHj7H18fCqysrIS0tPTE7/++usnOTk5atXV1ZS/vz9v9uzZhVlZWQmJiYn3v/vuu8cPHjzQAIDly5ebDR06VJaSkpKUnp6e+M033zzprnNorqHhufWneoW1tXXDhQsXHqp+dnNzq7x//37SvXv37oeHhxtERkY+swJtb8bdPNaYmBjur7/+2pTcT5s2rfyrr77K6662lUolFAoFpk6dWrxp0yaj7mqnNSS570I2ToagKJBZcwiCIDqh9OhRlB09CoP33oPOGyP/9nGqGqoaE/uiJGzy3YShli/3Mu4LidkDXP4ccJgIjNkEvORc/K+Lo0ePGkyaNKmsvTIBAQHWe/bs0QMae50XL15sKhaLRXw+X3z37l02AMhkMkZgYKC1g4ODSCQSiQ8cONAHaOwNd3V1FYjFYpFYLBZdunRJE2jsSfb09OT7+/vbCASC53rLvby8KtPS0jTOnj2rzWKx6GXLljX9gz1o0KCaUaNGVYaFhRn079+/ctq0aU2rlbq7u9cuXLiwGADy8vLUmq9uqlpwSqlUYu7cueY8Hk/C5/PFu3btem4VXicnJ2FMTAxb9bOHh4cgMjKS29Z5btu2zWD06NG2Q4cOtff29n7hRRKGDx9uJ5FIRPb29pJNmzY1zdEdHh6uIxaLRQKBQDxw4EA+AOTn5zOHDx9ux+fzxVKpVHjjxg2OqnxcXBx3wIABfCsrK4fNmzcbqq59a08idHR0lI6OjtUpKSkaS5YsMZ06darV4MGDeW+//bZNTk4O64033rBzcHAQOTg4iC5evKgJAOXl5YyJEyda8/l8MZ/PF+/du7cPAISFhenz+Xwxj8eTzJ8/30zVBpfLdfnwww/NBAKBWCqVCrOyslgAkJycrO7s7Cx0cHAQLVq0yFRVXhVrbW0t9fXXX5ueOXNGTygUinft2qW3bds2g5CQEEsASE1NVR84cCCfz+eLBw4cyH/w4IE60PgdnTlzpoWLi4vQ3NzcUfV9BYBPP/3U2MHBQcTn88WLFy82VbVna2srmT59uqVEIhGnp6erT5kypezEiRMGL/rZdQUyz30X4miro5+dLjLuFcHT37a3wyEIgnjl1dy7h/wv1kHTywtGixb+7eNUNVRh/uX5SChKwCbfTRhmNawLo2xDwnHg7GKANxKY8APwEu8IdJffdm61KMp6xO2oHK1Uora6isXmaso7etfB0MKq+o35oW0u+FNbW0tlZWVpCASC+rbKtHpcQ0N5UlLS/fXr1xutX7/e+MiRI49Wrlxp4ufnJzt27FhmUVER083NTTRu3DiZqampPDIyMpXL5dLx8fEaU6dOtU1ISLgPAHFxcZp3795NFAqFz7Tf0NCA3377TWfkyJGyuLg4jlQqbXVu88TERLaLi0ub855/8MEHBTNnzrTduXNn9ZAhQ2Tz588vtra2bti3b1+f+Ph4zv379xNzc3NZHh4eopEjRz7zKD8gIKDk4MGD+m5ubjmPHj1SKygoUPP29q5esGCBWWvnCQB37tzRiouLSzQ2Nla86LU8ePBgprGxsaKyspJycXERT58+vVSpVFILFiywvnr1arJQKKzPz89nAsCyZctMpVJp9eXLl9NPnz6tPWPGDJvk5OQkALh//z7n9u3b9ysqKpguLi7igICA8rbazMvLY969e1fz888/z0lKSuLExcVxb9y4kaylpUX7+/vbLFmyJP+NN96ofPDggfobb7zBe/jwYeKKFStMdHR0FKmpqUkAUFhYyMzMzFT7/PPPzW7fvn3fyMhI7u3tzd+/f3+f4ODgspqaGsbAgQMrt2/f/mTevHnm27dvN/rmm29y33//fcvZs2cXLliwoPjrr79+rpeczWbT//d//5cTExOjuW/fvsdA442Tav+8efMsg4KCij/88MPirVu3GsyfP9/i8uXL6QCQn5+vFhMTk3zv3j32hAkT7GfNmlV64sQJnbS0NHZcXNx9mqYxfPhw+/Pnz2vZ2trWZ2Zmsnft2pV54MCBx6rj19fXU3l5ecx+/fq98Gf4Mrr1NxFFUaMoikqhKCqNoqgVrex/i6KoOIqi7lEUFUNRlNeL1n1V2TobofhJJcoLX3rlaIIgiNeavLAQ2QsXgWVsDLNNG0Ex/96w1OqGarx/+X3EFcbhG59vMNxqeBdH2ooHl4ETcwHLgUDgLwBTrfvb7Ea11VWs8vw8dm111Ut3+uXl5bG0tbXlna0XFBRUCgAeHh7VWVlZGgBw9epVnS1btpgIhUKxl5eXoK6ujkpLS1Ovr6+ngoKCrPl8vjgwMNAuPT29qTfcycmpqnliX1dXxxAKhWJHR0exubl5/aJFizo188WIESPseDyeZOTIkXYAEBAQIEtLS4ufNWtWUUpKCsfV1VWck5PDioyM1J40aVIJi8WChYWF3NPTszIqKuqZG6uQkJDS06dP6wHAvn379Pz9/UvbO08A8Pb2lnUmsQeADRs2GAsEArGrq6soLy9PLTExkX316lVNDw+PCtW1UR3z5s2b2u+++24xAIwbN66irKyMVVxczASA0aNHl2lpadEmJibygQMHyiIjI59bTS4mJkZLJBKJhw0bxl+0aFGem5tbLQCMGjWqTEtLiwaA6OhonUWLFlkKhUKxv7+/fWVlJbO0tJQRERGhs3jx4gLVsYyMjBRRUVGaAwYMqDA1NZWrqalh8uTJJdeuXdMCADU1NXrKlCnlAODq6lr16NEjdaDxBmjOnDklADB37txOL5529+5dzffee68EAObPn19y+/ZtLdW+cePGlTGZTLi6utYWFxerAcCFCxd0IiIidMRisfhpDz07OTmZDQAmJib1w4YNq2p+fAMDA/njx4/VOxvX39VtPfcURTEBfA9gBIBsALcoijpN03RSs2K/AzhN0zRNUZQTgKMAhC9Y95Vk62yE6PA0PLxXCJcRlr0dDkEQxCuJrq9HduhiKGQyWB8+BGafPn/rONUN1Xj/9/cRWxiL9T7rMdL67w/reWGP/2qcy76vEAg6DKh32DHea9rrYW9OXl9HJV+P1BUO8i5nqWu81KwQmpqayvr6+k53HrLZbBoAWCwWLZfLKaBxQbPw8PA0qVRa17zskiVLTPv27dtw/PjxDKVSCQ6H46rax+Vylc3LqsbcN9/m6OhYc/LkyeeGzQCARCKpjYyMbEruLl26lB4REcFdunSphWqbsbGxYt68eSXz5s0r8fPzs7948aLWi0ymYWNj09CnTx/5jRs3OCdOnNAPCwt71N55RkVFabY8n46cPXtW+9q1a9oxMTHJ2traSg8PD0FNTQ2DpmlQrQwbay1uiqLop/9vuf25sm5ubpVXrlxJa7ldU1OzKW6aphETE3Nflew3397ymO1dRxaLRTOePllisVhQfU8AgMFgdMtsJqrvZfPYaJpGaGho7scff/zMjWJKSop6a59XXV0d1dnP8WV0Z8+9B4A0mqYf0jRdD+AwgLeaF6BpupL+/5+iJgD6Reu+qnQMOTAw10JGLBl3TxAE0Zb8Dd+g5vZtmKxbB7ZQ+LeOUd1QjQV/LMDdgrv42vtrjLIe1cVRtiIvvnH1WV0zYPr/ALZux3X+AVjqGrTDkOFlL5vYA429rwqFgqqurn7pFxD8/PxkmzdvNlYqG/Oi6OhoDgCUl5czTUxMGphMJnbs2GGgUHRutIO/v39FfX09pRpHDgDXrl3j/vrrr1pz5swpjomJ0Tp48GDTh1tVVdWUL50+fVpbNeNOaWkp49GjRxo2Njb1vr6+FeHh4fpyuRw5OTmsmzdvanl7e1ehhYkTJ5Z89dVX/SoqKpgeHh417Z1na2xsbNqdeaesrIypq6ur0NbWVt69e5cdGxur+bSNqhs3bmgnJyerA41j7QFgwIABFXv27DEAGm8M9PT05Pr6+koAOH/+fJ/q6moqLy+P+ddff2l7eXk9dz4vwsvLS7Zhw4a+qp+vX7/OAYAhQ4bIvv3226bthYWFTB8fn6obN25o5+bmsuRyOY4dO6Y/ZMiQdmcq6d+/f+WuXbv0AWDXrl2tjm/X0dFRVFZWtpr3uri4VP300096QON4fzc3t3bbGz16tGz//v2G5eXlDADIyMhQe/LkSasd5kqlEoWFhWoCgaCutf3doTuTezMAzXsMsp9uewZFURMoikoG8CuAdzpT91Vl62yE3PRyVMs6NdyQIAjiX6HsfydRevAg9GfOhO7YN//WMWrkNfjwjw9xO/82vvL6CqNtRndxlK0oTgf2vw1oaAHB/wO0enQCjH8UHx+f8osXLzb1fmdkZGgYGxs7qf7bvXt3q73mLa1fvz5HLpdTqqksV61aZQYAoaGhBYcOHTKQSqXC1NRUNofD6VSvKIPBwOnTp9N///13HQsLCwd7e3vJZ599ZmppadmgpaVFnzp1Ku3HH380Mjc3d3R2dhauW7fOZOXKlTkAcOvWLa6zs7OIz+eLPTw8RMHBwUW+vr7VwcHBZRKJpEYkEkmGDBnCX7NmTbalpeVzw5OmT59e+uuvv+q/9dZbJR2dZ0u5ubksmqZbvWmSy+UUm81WBgQElMvlcorP54tXrlxpKpVKqwDA1NRUvm3btswJEybYCwQC8YQJE2wBYMOGDTl37tzh8vl88SeffGK2d+/eDNUxXVxcqoYNG8bz9PQULV26NNfa2vpvTX3z448/Zt25c0eTz+eL7ezsJN99950RAHz99de5ZWVlTB6PJxEIBOJz585pW1lZNaxevfqJr68vXyQSSZycnKqnT59e1t7xd+zY8fjHH3/s6+DgICovL291fN/o0aMrUlNTOaoXapvv27lz5+P9+/cb8vl88aFDhwx27NjR7hOvt99+WxYYGFji7u4u5PP54gkTJtiVlZW12m5UVBTXxcWlSk2t54buUd01JztFUYEA3qBpevbTn4MBeNA0/WEb5X0ArKZpenhn6lIU9R6A9wDA0tLS9dGjR91yPp1RlF2JI+tuYsg0ASTe/5h7EoIgiG5Xk5CIR0FB4PTvD8ufdoFqZ6rEttTKa7HgjwW4lXcLX3p9ibG2Y7sh0hZkOcDuN4D6KmDWBcDohScu6VYURd2madqt+bbY2NhMqVTaqysqRkdHczZu3Njv5MmTGR2XJl7UoUOHdNPT0zVWrVpV0Hx7Tk4Oy9nZWVxQUBDXW7ERrZs1a5bF+PHjy956660unfY1NjbWUCqVWre2rztny8kGYNHsZ3MAOW0Vpmk6gqIoO4qiDDtTl6bpHwH8CABubm6vxOpRBmaa0DFkIyO2iCT3BEEQT8lLSpD94YdgGhrA7NvNfzuxX/jHQtzMvdlziX11CbB/AlBdCsw888ok9q+ywYMH19y6dUsml8vR3lz3ROdMnTr1udlqDh48qLtq1Srz1atX98h8+0TnODg41HR1Yt+R7vwbdwsAj6IoGwBPAEwBENS8AEVR9gDSn75Q2x+AOoBiAGUd1X2VURQFG2cjxF/NRn2NHOoc8ouNIIh/N1oux5PFS6AoLobVf/8Llr5+p49Rp6jDoiuL8FfuX/hi8Bfwt/PvhkhbNloBHAgASjKA6ccBU5fub/M1ERoa2ulZS4jOmzZtWnnzOfmJV8tHH33U40/Rum3MPU3TcgALAPwG4D6AozRNJ1IUNY+iqHlPiwUASKAo6h4aZ8eZTDdqtW53xdodbJ2NoJTTeJRIfrcRBEEUbNqM6hs30G/tGnAc2n0fsFWqxP7PnD+xZtAavGXfA3MsNNQCh4OA3FggcC9g4939bRIEQbykbu1Spmn6HIBzLbb90OzPGwBseNG6/yT9bHXB0VZDxr1C8NyMezscgiCIXlN+9leU7N0LvWnT0Gf8+E7Xr1fUY/GVxYh+Eo01g9ZgAm9C1wfZkkIOHH8XyIgAJoQBwjHd3yZBEEQXePWW03tNMBgUbJwMkZlQDEVDj01tShAE8UqpTU5G7qpV4Li5wnjF8k7Xr1fUY/HVxYh8EonPBn6Gt3lvd0OULSiVwJmFQPJZYNQGQDql+9skCILoIiS570Y2zkZoqFUgO6W0t0MhCILocYqyMmQv+BBMHR2Yb9kCqpNTwTUoGvDR1Y8QkR2BTwd8ion8id0UaTM0DVz8BLh3EBjyf8CAeR3XIQiCeIWQ5L4bWQj1oabBxMN7ZEErgiD+XWiFAk8+Wgp5fj7Mt/0HLKPOzQnfoGjAR9c+wtXsq1jluQqTBJO6KdIWIjYBf+0APOcDvp1/0kA0qqyspNzd3QVyuRwpKSnqPB7vuRctQkNDTU+ePKnd3bEwmUxX1fzxo0ePtlUtQPX48WPW2LFjbS0sLBzs7Owkvr6+9nFxcRoAEB8fr+Hn52dvYWHhIJFIRJ6envzz589rAUBWVhbLz8/PXiAQiFX12mu/rfMnWrdkyRLT1atXGwPPfkfWrl3bV/XZAYCvr699UVFRq3PLdxUul+sCNE416u3tzevOtroSSe67EVONASsHA2TEFkKpfCVm6SQIgugRhf/ZhqroaBh/ugocZ+dO1W1QNuDjiI9xJesKVnquxGTh5O4JsqWbu4Ar6wDpVOCNrwDqpRdY/dfavn274bhx40rbmwZz69atOePHj++2KQLl8sb1ozQ0NJTJyclJDx48SFRTU6M3b95spFQqMW7cOHsfH5+KrKyshPT09MSvv/76SU5Ojlp1dTXl7+/Pmz17dmFWVlZCYmLi/e++++7xgwcPNABg+fLlZkOHDpWlpKQkpaenJ37zzTc9MgVlQ8PfWj/qpamuY29o/h0JCwszbr7C7LVr19IMDQ07tzTx32Rqaio3NjZuuHjxomZPtPeySHLfzWydjVBT0YD8h2SWKoIg/h1kv11E8Y8/os+kSdCb1Lke9wZlA5ZHLMfvj3/HCo8VmCqc2k1RthB3FDi3FBCMAcZ9BzDIP48v4+jRowaTJk0qa69MQECA9Z49e/QAwMzMzHHx4sWmYrFYxOfzxXfv3mUDgEwmYwQGBlo7ODiIRCKR+MCBA32Axt5wV1dXgVgsFonFYtGlS5c0AeDs2bPanp6efH9/fxuBQPBcb7mXl1dlWlqaxtmzZ7VZLBa9bNmypkfrgwYNqhk1alRlWFiYQf/+/SubTy/p7u5eu3DhwmIAyMvLU7OwsGhagt7T07MGAJRKJebOnWvO4/EkfD7/uVVQAcDJyUkYExPDVv3s4eEhiIyM5LZ1ntu2bTMYPXq07dChQ+29vb3bXWBB1csMAHv27NELCAiwVl3nmTNnWri4uAjNzc0dVdf87Nmz2m5uboIRI0bY2dnZSYKCgiwVCkXTsUJDQ02dnJyEv//+u9aOHTv0HR0dRUKhUBwUFGSlSvjDw8N1xGKxSCAQiAcOHMgHgPz8fObw4cPt+Hy+WCqVCm/cuMEBGnvkAwMDrT08PATm5uaO69at66uKd/ny5f2sra0dBg0axFfdRDX/jqxbt65vQUGBmq+vL9/T05Ov+s7k5uayAODzzz835vF4Eh6PJ1m7dm1f1XfE1tZWMmXKFCt7e3vJ4MGDeZWVlRQAJCYmanh7e/MkEonI1dVVoPq+JScnqzs7OwsdHBxEixYtMm1+fcePH1+2b98+g/Y+g1cFmYC9m1k5GIDBpPDwXiFM7Pv0djgEQRDdqu7BA+T83/+BI5XCeNUnnaqrSuwvPbqE5e7LMU00rZuibCHlAvC/eYC1NzBxD8B8ff5pLAlPtWjIq+J2VI6madA1chbFYcmpDp5YqPXTrNafyM9qa39tbS2VlZWlIRAI6tsq0xpDQ0N5UlLS/fXr1xutX7/e+MiRI49Wrlxp4ufnJzt27FhmUVER083NTTRu3DiZqampPDIyMpXL5dLx8fEaU6dOtU1ISLgPAHFxcZp3795NFAqFz7Tf0NCA3377TWfkyJGyuLg4jlQqrW4tjsTERLaLi0ur+wDggw8+KJg5c6btzp07q4cMGSKbP39+sbW1dcO+ffv6xMfHc+7fv5+Ym5vL8vDwEI0cObKyed2AgICSgwcP6ru5ueU8evRIraCgQM3b27t6wYIFZq2dJwDcuXNHKy4uLtHY2Phv91Ln5+erxcTEJN+7d489YcIE+1mzZpUCQHx8vObdu3cT+Hx+vY+PD2/fvn16s2bNKq2pqWE4ODjUbN26NefOnTvsDRs29IuJiUnW0NCgp0+fbvnDDz8YvP322+ULFiywvnr1arJQKKzPz89nAsCyZctMpVJp9eXLl9NPnz6tPWPGDJvk5OQkAEhLS2Nfv349paysjCkSiRw+/vjjwps3b3L+97//6cfHxyc1NDTA2dlZ3PL6r1q1qmDnzp3G165dSzUxMXnmUUJkZCT3v//9r8Ht27fv0zQNV1dX0bBhwyoMDQ0Vjx8/Zh84cODhoEGDHo0ZM8Z23759eu+//37J7NmzrX788cdHjo6OdX/88Yfm/PnzLf/666/U999/33L27NmFCxYsKP7666+fGUs4ePDgqrVr1z6T8L+qSNdEN1PnsGAu1MPD2CLQNBmaQxDE60shkyF7wYdgcLkw27YNDHX1F64rV8rxf5H/h0uPLuFjt48xXTy9GyNtJjMaODYDMHECph4C1Ngd13kN0TVylqKkjk3XyF/6ziYvL4+lra3d6bEcQUFBpQDg4eFRnZWVpQEAV69e1dmyZYuJUCgUe3l5Cerq6qi0tDT1+vp6KigoyJrP54sDAwPt0tPTmz44JyenquaJfV1dHUMoFIodHR3F5ubm9YsWLerUokIjRoyw4/F4kpEjR9oBQEBAgCwtLS1+1qxZRSkpKRxXV1dxTk4OKzIyUnvSpEklLBYLFhYWck9Pz8qoqKhnbqxCQkJKT58+rQcA+/bt0/P39y9t7zwBwNvbW/YyiT0AjBs3rozJZMLV1bW2uLi46c12R0fHKrFYXM9isTBp0qSSyMhILQBgMpmYOXNmKQBcuHBBOyEhgSuVSkVCoVAcFRWl8/DhQ42rV69qenh4VKiutSrGmzdvar/77rvFT9utKCsrYxUXFzMBYOTIkWUcDoc2MTGR6+vrN2RnZ7OuXLmiNWbMmDJtbW2lvr6+cuTIkWWdOberV69qjRkzpkxHR0epq6urfPPNN0uvXLmiDQBmZmZ1gwYNqgEAFxeX6szMTI3y8nLG3bt3tQIDA+2EQqH4/ffftyooKFADGm+k5syZUwIAc+fOfWahIlNTU3lBQcGL/1LrRa9P98QrzNbZCFcPpqAkpwoGZlq9HQ5BEESXo5VK5CxbjvonT2D1y16oGfftuNJTcqUcKyNX4rfM37DUbSlCJCHdGGkzOfeAQ1OAPpbAtOOARre/29nj2uthb45uUFDVsUW6XKlhOaXGfKmeKE1NTWV9fX2nOw/ZbDYNACwWi5bL5RTQ+EQhPDw8TSqV1jUvu2TJEtO+ffs2HD9+PEOpVILD4biq9nG53Gfmn1aNuW++zdHRsebkyZPPDZsBAIlEUqtKcgHg0qVL6REREdylS5daqLYZGxsr5s2bVzJv3rwSPz8/+4sXL2q9SAeejY1NQ58+feQ3btzgnDhxQj8sLOxRe+cZFRWl2fJ82tL8iUtNTc0zj19U11bVVmt1mv+srq6uVL0vQdM0FRgYWPz9998/827BwYMHdVt7ytPadaAoigYADQ2Npp1MJhOqz7mjp0Xtae+6q6urN2+PrqmpYSgUCmhra8tbfidUGAxGqwesrq6mNDQ0/hFzm5Oe+x5g7WQIUCCz5hAE8doq+n4HKq9ehfH/rQDX1bXjCk8plAp8EvUJzmeexxLXJZghmdGNUTZT9AA4EACwdYHgk4DmP2Iobbeh1Ji0pptx2csm9gBgZGSkUCgUVHV19Uu/kezn5yfbvHmzsVLZmFNFR0dzAKC8vJxpYmLSwGQysWPHDgPVWPEX5e/vX1FfX09t3rzZULXt2rVr3F9//VVrzpw5xTExMVoHDx7UVe2rqqpqypdOnz6trZq1pbS0lPHo0SMNGxubel9f34rw8HB9uVyOnJwc1s2bN7W8vb2rWrY9ceLEkq+++qpfRUUF08PDo6a982yNjY1NqzPvGBgYNNy5c4etUChw6tSpVm9cWoqPj9dMTk5WVygUCA8P1/f29n7uBedRo0bJzp49q/fkyRMW0DimPjU1Vd3Pz6/qxo0b2snJyeqq7QAwYMCAij179hgAjeP69fT05Pr6+m0mxUOHDq389ddf+1RWVlKlpaWMS5cu9WmtnKampqK8vPy5vHXo0KGV586d61NRUcGQyWSMc+fO6fn5+bX5ora+vr7S3Ny8fvfu3XpA47sSf/75JwcA+vfvX7lr1y59ANi1a9czvxQSEhLYfD6/pq3jvkpIct8DNHU10M9GlyT3BEG8lir++ANF338P3QkToBcU9ML1FEoFVkWvwrmMc1jUfxFmOczqxiibKcsC9o1vnA0n+CSga9Yz7f6L+Pj4lF+8eLGp9zsjI0PD2NjYSfWfKrHqyPr163Pkcjmlmspy1apVZgAQGhpacOjQIQOpVCpMTU1lczicTvWoMhgMnD59Ov3333/XsbCwcLC3t5d89tlnppaWlg1aWlr0qVOn0n788Ucjc3NzR2dnZ+G6detMVq5cmQMAt27d4jo7O4v4fL7Yw8NDFBwcXOTr61sdHBxcJpFIakQikWTIkCH8NWvWZFtaWj43PGn69Omlv/76q/5bb71V0tF5tpSbm8uiabrVm6Y1a9Y8eeutt+wHDhwoMDY2fqGpdZydnSs/+ugjcz6fL7G0tKwLDg4ua1nG1dW1dtWqVU+GDRvG5/P54qFDh/KzsrLUTE1N5du2bcucMGGCvUAgEE+YMMEWADZs2JBz584dLp/PF3/yySdme/fuzWgvBi8vr+oJEyaUODg4SMaOHWvn4eFR2Vq5GTNmFI0ePZqneqG2ef2goKDi/v37i1xdXUXBwcGFgwcPbjcJP3To0MM9e/YYCgQCMY/Hkxw/frwPAOzYsePxjz/+2NfBwUFUXl7+zDSbly5d0h41atQ/YnYU6nUaB+7m5kbHxMT0dhitunvxMa6fSEPwuoHQMWzzhpwgCOIfpe5hBjInTYK6lRWs/nsQDA2NjiuhMbH/NPpTnHl4BgtdFmKO05xujvSpykJgzyigsgCY+WvjWPt/MIqibtM07dZ8W2xsbKZUKu3UuPKuFh0dzdm4cWO/kydPtpvYEZ1z6NAh3fT0dI1Vq1YVvOyxzp49q71582bjK1eupHVFbK87Nzc3wfnz59OMjIx6ZPrNjsTGxhpKpVLr1vaRMfc9xMbZENdPpCEjtgjSYRYdVyAIgnjFKSqrkP3hh6DU1GC+fVunEvvV11fjzMMzWOC8oOcS+9py4MDbQPkTIPh///jE/lU2ePDgmlu3bsnkcjnam+ue6JypU6f+I3qOXzc5OTmsRYsW5b8qiX1HyLCcHtKnLxf6pppkaA5BEK8FWqlE7v+tQH1mJsy2bIGa6YvNEKeklfj8z89xOv003nd+H3Olc7s50qcaaoBDU4GCJGDyfsBqYM+0+y8WGhpaTBL7V9fYsWMrSK/9izE1NZW3NmTpVUWS+x5k62yE3LQy1FR0aupfgiCIV07xj7tQceky+n68FJoDPF+ojpJWYu2fa3Ey7STmSedhvnR+N0f5lKIBODYTeHQdmBAG8Eb0TLsEQRC9gCT3PcjW2Qg0DWTE9epQSIIgiJdSGRmJwv/8Bzpjx0J/xovNbqNK7I8/OI73nN7D+9L3uzlKVcNK4OT7QOoF4M3NgOPEnmm3dymVSuVLz1RDEMSr6enf7zZfIifJfQ8ytNCCtj4bGbEkuScI4p+p/vFjPPloKTQEAph8sfaF5qdW0kqs+2sdjj84jjmOc7DAecFLzWv9wmgauLAciD8KDFsNuL/b/W22G06PTWCRUFhYqEsSfIJ4/SiVSqqwsFAXQEJbZchguB5EURRsnA2RGJGD+lo51Nnk8hME8c+hrK5G9oIPQVEUzL/bDgan45m/aJrGVze+wrHUY3jX4V186PJhzyT2AHD1a+Dmj8CgDwGvJT3TZhsUlfUo2pcENk8POn4WoFjd17cml8tn5+Xl/ZSXl+cA0olHEK8bJYAEuVw+u60CJLvsYbbORoj7IxuPE0tg7/riKzgSBEH0JpqmkbtqFerS0mDx449QNzd/oTpf3fgKR1KOYJbDLCzqv6jnEvs/dwDXNgAuwcCILxrntO8l8uIaFO1OgLy0Dg2PK6DWTxNcR8OOK/5Nrq6uBQDGdVsDBEG80khy38NM7HTB1lRDRmwhSe4JgvhHoGkaBZu/hezceRguWggtr8EvVGfDrQ04nHIYM8QzsLj/4p5L7O/9F/jt/wDROMD/P72a2Nc/qUTRngTQCho6M0Vg1dHgiPR7LR6CIF5/5HFdD2MwGbCWGiIzvhgKeacW1CMIguhxdEMDcletQslPPwEA1G1tO65D0/jm1jc4eP8ggsXB+Mjto55L7O+fBU4tAGyHAAE/AQxmh1W6S21aKQp/jAPFZIAxXYg3/xeLDRl5qMfrs3gkQRCvHpLc9wJbZyPU18jxJLW0t0MhCIJok7KqClnvf4Dy4ydgMHcuTP+zFdp+fu3WoWkaG2M24sD9A5gumo6P3T7uucT+4TUgfBZg6gJMPgiwXmxRre5QHVuAoj2JYPbRAPsdMWaejkdBRR32XX+EP+6/9OKiBEEQbSLDcnqBhVAPLA0mMu4VwVJs0NvhEARBPEdeWIisufNQm5KCfmvXQG/SpA7r0DSNb29/i/1J+xEkDMIy92U9l9hn325cpMrAHph2DNDQ6pl2W1ER9QTlZx9C3VoHWkFCzPzvHTwsqsSuEDfU1CswVESGZBIE0X1Ict8LWOpMWIn18TC2ED5T+KAYZLYygiBeHXUPM5A1Zw7kJSUw//47aA8Z0mEdmqax5c4W7E3ciymCKVjhsaLnEvuCZOBgAKBlBEw/AXB7Z0w7TdOQXchExbVssCUG0A3k4YOjsbj1qATbp7pgiIAk9QRBdD8yLKeX2Dgbobq8HvmZst4OhSAIokn1nTt4NHUqlDU1sNr3ywsn9v+58x/sSdiDyYLJWOm5sucS+9JHwP7xAFMDCD4J6Jj0TLst0AolSo+louJaNjQ9+0E/SIjV55JxMSkfn40VY6yTaa/ERRDEvw9J7nuJlYMBGAwKD+8V9nYoBEEQAADZxYt4POsdMPv0gfXhQ+A4OnZYh6ZpbL+7HT8n/IxAfmDPJvYV+Y2JfUMNEPw/QN+mZ9ptQVmvQPG+JFTfKYDOcEv0GW+PrX+k4dDNx/jAzw4zB/dOXARB/DuR5L6XsDXVYCbog4f3Cnty1UKCIIhWlew/gCeLQsEWCmF1+BDULS1fqN73977HrvhdCOAFYNWAVWBQPfTPSk0ZcOBtoCIPmBYOGIt7pt0WFJX1KNwVj9rUUvSZYA+d4VY48NcjbPv9ASa5mWPpSEGvxEUQxL8XSe57ka2zEcoLalCaW93boRAE8S9FK5XI37gR+V9+Ca2hQ2G5dw9YenovVHfnvZ0IiwvD27y3sXrg6p5L7OurgP9OAgpTgCkHAQv3nmm3hf/H3n2HN1l9ARz/vkmadO+9W/ZsgTJFFBVkqIig4EJFRVAUFQdO3HsvhoKKiuJeP6Zb9mzLKquLtnTvkX1/f6RAZbYlaVq4n+fJQzPe954WSE/ue+655lI9RXNTMR2qIeCGLnj2D2Pp9kM8+fNOLukSzAtje7TcVQxJkqR6Mrl3otieQQCyNEeSJKewGo3kPfAgpQsW4nfdtUS+8zYqN7dGHTsnZQ4fpHzAmHZjmD1wdssl9mYjfD0JcjbZ+ti3u6hlxj2GMa+awjnJWKpNBN3WHbdugaw7UMK9XyXTJ9qPd6/tjUYtf8VKktTyHPrOoyjKCEVR9iiKsl9RlFkneP56RVFS629rFUVJaPBcpqIo2xVFSVYUZbMj43QWTz8dIXHeZKTI5F6SpJZlqazk4G23U7l0KUEz7yfkiSdQ1I3b8Gleyjw+SP6AK9pdwdODnm65xN5qgR/ugP2/2Xae7XZly4x7DP2BcormpaKoFIKn9UQX68POvAqmLNpMTIA7H92UhJvWeZtnSZJ0bnNYK0xFUdTA+8AwIAfYpCjKz0KIXQ1elgFcIIQoUxRlJDAf6N/g+aFCiGJHxdgaxCcGse6HA1SV6vHyd3V2OJIknQNMhw5xcMoUDJlZhL/6Cj6XX97oYz9M/ZD3kt/j8vjLeWbQM6hbagdYIeB/M2Hn9zDsWeg9qWXGPUZtahGlS/agCXAjcHJ3NL46sktqufnjTXi5alh0az983bVOiU2SJAkcO3PfD9gvhEgXQhiBr4AxDV8ghFgrhDi8Tet6INKB8bRK8Ym20hw5ey9JUkvQ79lD5sRrMR3KJ3r+vCYl9gu2L+Cdbe8wOn40z573bMsl9gC/PwNbPobB98N597TcuA1Ur8ml9Ms0tJFeBE/ticZXR3G1gUkLN2CyWFl0az/CfBpX1iRJkuQojkzuI4CDDe7n1D92MrcCyxrcF8BKRVG2KIoyxQHxtQq+Ie74hbqTnnxWX6CQJKkVqFm/nqzrbwAg5ovP8Rg4sNHHfpn2JW9tfYvhscN5/rznWzaxX/M2rH4D+twCFz/ZcuPWE0JQsTyT8l/Sce3sT9Bt3VG5u1BtMDP5k03kV+pZcFNf2gd7tXhskiRJx3LkDrUnahFwwp6PiqIMxZbcD27w8HlCiDxFUYKBVYqipAkh/jnBsVOAKQDRjWzd1trEJwaxdWU2+moTrp4uzg5HkqSzUMUvv5D36GPoYmOImj8fl7DGb/aUV53Ha5teA2BY9LCWTey3fAqrnoRuV8Ho16GFu88Ii5Wy7/dTu6UAj36h+I5pj6JWMJqtTPt8CzvzKvlwUh/6xDSuw5AkSZKjOXLmPgeIanA/Esg79kWKovQEPgLGCCFKDj8uhMir/7MQ+AFbmc9xhBDzhRBJQoikoKAgO4bfcuJ7BSGsgsztcvZekiT7EkJQPP9D8h58CPdevYj54osmJfZCCJ5d/ywqRcXjAx7nougW7E6z8wf4ZQa0HwZj50FLfqigweZUWwrwujga37G2xN5qFTzwTQr/7ivmpat6cFHnkBaNS5Ik6VROm9wrinKeoiirFEXZqyhKuqIoGYqipDfi3JuADoqixCmKogUmAj8fc+5o4HvgRiHE3gaPeyiK4nX4a2A4sKPx31bbEhTthaefTrbElCTJroTFQsGzz1L0xht4jxpF1Ecfovb2btI5lmYsZXXuau7tcy8TOk1Aq26hxaL7f4fvboeo/nDNItC07CJVS42J4sObU13ZHp9hMSiKYvuw879d/JySx8MjOnN1UtTpTyZJktSCGlOWswC4D9gCWBp7YiGEWVGU6cAKQA0sFELsVBRlav3zc4EngQDgg/qNPsxCiCQgBPih/jENsFgIsbzR31UboygKcQlB7F6Th8lowUW2UJMk6QxZ6+rIfeBBqn//Hf9bJxM8cyaKqmkXa8v0Zby88WV6BvVkYqeJDor0BA5uhCU3QFBnuG4JaN1bbmzAXKaneOEOzGV6Aq7vglv3wCPPzf07nY/XZDL5vDimXhDfonFJkiQ1RmOS+wohxLLTv+x4QoilwNJjHpvb4OvbgNtOcFw6kHDs42ez+MRAtv+Vw8GdpcT3apvlRZIktQ7msjJypk6jLjWVkMcew//GG5p1nlc2vUKVqYqnBz7dcnX2+Tvgi/HgFQo3fg9uvi0zbj3joRqKF+5AmKwE3doDXZzPkee+2XyQl5encUVCOI+P7iJ3n5UkqVVqTHL/p6Ior2IrnzEcflAIsdVhUZ2Dwjr4onPXkJ5SJJN7SZKazZidzcHbp2DKzyfi7bfwHj68WedZnbuaX9N/ZWrCVNr7tbdzlCdRmg6fXwUuHnDjj+AZ3DLj1tMfKKdk0S5UOjVBU3viEupx5Lk/0gqY9f12BrcP5LWrE1CpZGIvSVLr1Jjk/vCmUkkNHhOAc/b8Pkup1SpiewaSmVqMxWJFLbctlySpieq2b+fg1GlgNhP98ULce/du1nlqTbU8s+4Z4n3iub3H7XaO8iQqD8GiK8Figlt+Br+Ylhm3Xu32Ikq/2oMmwLV+c6qjmwpuySrjzi+20jXMm7k39kGrke/PkiS1XqdN7oUQQ1siEMnWEnPP+nzy9pUT1dnf2eFIktSGVP31F7n33Y/G35+oDz9EFx/X7HO9u+1d8mvyWTRyUcssoK0thc/GQm0J3PQzBHd2/JgNVK/Lo/znA2ijvAi8uRsq96MtifcXVnHrp5sI9Xbl41v64qlzZAdpSZKkM9eYbjk+iqK8oSjK5vrb64qi+JzuOKnporr6o3FRkSE3tJIkqQnKvv6anLumo4uLI/arL88osU8tSuWL3V8wodMEEoMT7RfkyRiq4YurbSU5134JEX0cP2Y9IQQVKzIp/+kArp39Cbytx38S+0MVdUxasBGNSsWiyf0J9NS1WGySJEnN1ZhriwuBKuCa+lsl8LEjgzpXuWjVRHX1JyOlCCFOuN+XJEnSEUIIit55h/wnZ+MxaBDRixahOYP9PkwWE7PXzibYPZgZvWfYMdKTMBtgyfWQtw2u/hjihjh+zHrCIij7bh9Vfx7EPSmEgBu6omrQqay81sikBRup1Jv5dHJfogNatmOPJElSczXm+mI7IcS4BvefVhQl2UHxnPPiewWRkVJMYVYVIbFN60ctSdK5Q5hMHHpyNhU//IDPVVcR9vRTKC5ntsP1gh0L2F++n/cueg9PraedIj0Jixm+uxXS/4Ir50Ln0Y4drwGr0ULp4jT0aaV4XRSFd30P+8PqjBZu+3QzWSW1fDK5L93C5cVqSZLajsYk93WKogwWQqwG26ZWQJ1jwzp3xfYIRFEpZCQXyeRekqQTslTXkDtjBjVr1hB4110ETr/rjNsyppenMz91PiNjR3JB1AV2ivQkhIBfZ8DuX2DES5B4rWPHa8BSY6Lk050YD1bhe2U7PAeE/+d5s8XK3V9uZUt2Ge9f15tB7QJPciZJkqTWqTHJ/TTg0/o6ewUoBW52ZFDnMlcPF8I7+JKeXMSAK9s5OxxJkloZU2EhB6dOxbBnL2HPPYvv+PFnfE6rsPLUuqdwd3Hn4X4P2yHKUxACVj4O2z6HC2bBgGmOHa8Bc7me4gUn3pzKFprgsR928NvuQp4d041RPcJaLDZJkiR7aUy3nGQgQVEU7/r7lY4O6lwXnxjEv0v2UpZfg1+DPsuSJJ3bDAcOcPD2KZjLy4ma8wGeQ+xTo/7Nnm/YVriN5857jgC3ALuc86T+fR3WvQf97oALZzl2rAZM+TUULdyBMFoImtwdXbzvca95feVelmw+yD0XtefGgbEtFpskSZI9nTS5VxTlBiHE54qi3H/M4wAIId5wcGznrLiEQP5dspf05CL6jJDJvSRJULtlCwfvvAtFoyHm009x69HdLufNr8nnza1vMjBsIFe0u8Iu5zypTR/BH89Czwm2cpwW2uHVkF5B8aKdKFo1wVMT/rM51WGfrMngvT/3c22/KO4b1rFF4pIkSXKEU3XLOfzu53WCm4NXWp3bvPxdCY7xIiNFtsSUJAkqV6wk+5bJaPz8iP3qS7sl9kIInlv/HFZh5cmBT55x3f4pbf8W/vcAdBwJY94HVctsBFW3o5iihdtRe2kJnnbixP7X1Dye/nUXw7uG8OyY7o79OUiSJDnYSWfuhRDz6r/8TQixpuFz9YtqJQeKSwxiw0/pVJcZ8PSTvZUl6VxVumgRBS++hFtCApFzPkDj52e3c6/IWsHfOX/zQNIDRHpF2u28x9m7En64A2LOs7W8VJ9ZV5/Gql6fR/lPts2pAm7qhtrj+HHX7C/mviXJ9I3x551re6GRu4NLktTGNeZd7N1GPibZUXyCrVd1RkqRkyORJMkZhNVKwUsvU/DCi3hdcjHRn3xs18S+wlDBixtepFtAN67vcr3dznucrLXw9Y0Q0s22SZWLm+PGqieEoGJlJuU/HsC1k21zqhMl9jtyK7jjsy3EB3ry4aQkXF3UJzibJElS23KqmvuBwCAg6Ji6e29AvgM6mF+YO74h7mSkFNHjQgfOqEmS1OpYDQbyZs2iatly/K6/npBHH0FR2/dt99VNr1JpqGT+sPloVI1pnNYMh1Jg8QTwiYIbvgdXx7f3FRZB+U/7qdmYj3tSCH5jO6Cojy+zySqp4eaPN+Lj5sKnk/vh494yVxMkSZIc7VTv6FpstfUabHX2h1UCZ957TTolRVGITwwkedVB9DUmXE8w6yRJ0tnHUlFBzl3Tqd28meAHH8B/8mS714Cvy1vHTwd+4vYet9PJv5Ndz31E8X747CrQecOkH8HD8f3ihclCyeI09LtL8RoahffwmBP+7IqqDNy4YCMWq+DTyf0I9XF1eGySJEkt5VQ1938DfyuK8okQIqsFY5LqxSUEsXVFNlk7SujUP9TZ4UiS5GCmvDyyp0zBmJVN+Kuv4nP5ZXYfo85cx9PrnibWO5Y7Eu6w+/kBqMiFz660fT3pR/Bx/NVHa62J4k93YcyuxPeKdngOCj/h66r0Jm7+eCNFVQYW396f9sGyP4QkSWeXxtTcf6Qoiu/hO4qi+CmKssJxIUmHhcR64+6jJSNZ1t1L0tlOn5ZG5sRrMecXEP3hhw5J7AHe3/Y+udW5zB44G53aAYv1a0psib2+Am78HgI72H+MY5jLDRTOTcWYU4X/dZ1PmtgbzBamfr6FtPwqPrihN72i7beGQZIkqbVoTHIfKIQoP3xHCFEGBDssIukIRaUQnxBE1s4SzEaLs8ORJMlBatauJev6G0BRiPniCzwG9HfIODuLd/LZ7s+4uuPVJIUm2X8AfSV8MQ7Ks+G6JRCWYP8xjmEqqKHog2QsFQYCJ3fHvUfQCV9ntQru/zqFNftLeGVcT4Z2kr/GJEk6OzUmubcqihJ9+I6iKDGAcFxIUkPxiUGYjVYO7i51diiSJDlAxU8/kT3lDlzCw4ld8hWunRyzgZLJamL22tkEuAZwX5/7HDBAHXx1HeRvh2sWQcwg+49xDENmBYVzUhECgu7oiWs73xO+TgjB07/s5H+ph3h0VGfG9Wn5JgVCCLb/tYodf/2G2WRq8fElSTp3NKZFwmPAakVR/q6/PwSY4riQpIbCO/qiddOQnlJMXMKJZ6QkSWp7hBCUzP+QojffxL1/fyLfexe1l9fpD2ymT3d+yp6yPbw19C28tHYex2KCb26BzNUw7iPoeKl9z38CdTuLKflyDxpfHYGTu6PxP/mi2A/+OsCn67K4bXAcU4a0c3hsx6qtrOC3D99n38a1AGjd3OjYX24XI0mSY5w2uRdCLFcUpTcwAFCA+4QQcuvUFqLWqIjtEUBmSjFWixWV3GBFkto8YTaT/9xzlH+1BO/LLiPshedRabUOGy+zIpM5yXMYFjOMi6Mvtu/JrVb4aTrsXQajX4cejm+mVr3hEOU/7scl0ovAm0+8OdVhSzZl8+qKPVyZGM6jo7o4PLZjZSZvYfnct6mrrGTwtTfhGxJGfO9+LR6HJEnnjsY2N7YAhYAr0FVRFIQQ/zguLKmh+MQg9m4s4ND+CiI6yQVgktSWWevqyL1/JtV//knA7bcRdN99KCrHfWi3CitPr3sanUbHo/0fte/JhYDlsyD1K7joceh7m33Pf9xwgqrfs6n8LRvXTn74X98Flfbk/f9X7Srgke+3M6RjEK+MT0Clsm9L0VMxGQ38+8UnbFv+CwGR0Vw16ymCY+NbbHxJks5dp03uFUW5DZgBRALJ2Gbw1wEXOTQy6Yiorv6oNSrSU4pkci9JbZi5tJSD06ahT91OyBOP43+9A3eGrff9vu/ZXLCZpwc9TaCbnXvN//0ybJwHA6fD+Q/Y99zHEFZB+Y/1m1P1CcHvqvYop7iSuTmzlOmLt9Ijwoc51/dGq2m5q54FGQdY+u5rlOYepPfIKxh83U24aB3QmUiSJOkEGjNzPwPoC6wXQgxVFKUz8LRjw5Ia0rpqiOrqT3pyEYOv7mD3DW0kSXI8Y3Y22bffjjm/gMh338HrkkscPmZhbSFvbH6DfqH9GNt+rH1Pvn4u/PUiJN4Aw58DB74vCZOFki/3oN9VgteFUXhfeuLNqQ7bW1DF5E82Ee7rxsKb++Khc9AOvMewWi1s/uUH1iz5HHdvb8Y99iyxPXu1yNiSJEmHNeYdTy+E0CuKgqIoOiFEmqIoDtrSUDqZ+MRAMlOLKT5YTVC04xbdSZJkf3WpqRycOg2sVqI/+Rj3Xi2T8L2w4QWMViOzB86276RAylew/GHofBlc/rZDE3trrYniRbswZlXie3k8nudFnPL1eeV13LRwI64uahZN7keAZ8vMmFcWFbLs/TfI2b2DDv0HMez26bh5ebfI2JIkSQ01JrnPqd/E6kdglaIoZUCeI4OSjhfbIxBFgfTkIpncS1IbUvXnn+Tedz+awECiPpyPLi6uRcb9Les3fs/+nfv63Ee0d/TpD2istKXw450QdwGMWwBqx82KmysMFC/cgbm4Dv9rO+Pe89Qdw8pqjExauJFqvZmvpw4kyt/dYbEdJoQgbfVf/LZgDiAYced9dB1ykbzCKkmS0zSmW87ha7lPKYryJ+ADLHdoVNJx3Ly0hLX3JT25iP5XyEVZktQWlH21hPxnnsG1Sxei5s1FE2jnmveTqDRW8vyG5+ni34VJXSfZ78QZ/8I3N0N4Ikz8AlxO3n7yTJkKaiheuBOr3kzgLd1xbe97ytfXGs1M/nQT2aW1LJrcjy5hjp8111dX89tH77Nn3b+Ed+rKqOn34xMc6vBxJUmSTuWUyb2iKCogVQjRHUAI8fepXi85VnxiEKu/2Ud5YS2+wY6fkZIkqXmEEBS9/TYlc+fhccEQIt94A5WHR4uN/8bmNyjTl/H+xe+jUdlhZt1qhd0/ww93gF8sXP8t6Bx3BdGQWUHxp7tQNApBd/REG+55ytebLFamL95GysFyPri+NwPiAxwW22HZO1JY9sGb1JaXMXjiJPqOGYdKdfLOPZIkSS3llO0DhBBWIKXhDrVNoSjKCEVR9iiKsl9RlFkneP56RVFS629rFUVJaOyx56K4BNusX0ay3GZAklorYTRyaNYjlMydh+/V44l6//0WTew3HtrId/u+Y1K3SXQN6HpmJ9NX2hbOvtcHvrkJzHoYcCe4+9sn2BOo21VC0Uc7UHu4EDwt8bSJvRCCR77fzh9phTwzpjsjuoc5LDYAs8nEX58t4JtnH8NFq+PaZ1+j/9hrZGIvSVKr0ZgpnTBgp6IoG4Gaww8KIa441UGKoqiB94FhQA6wSVGUn4UQuxq8LAO4QAhRpijKSGA+0L+Rx55zvAPdCIzyJD25iF7D7VhDK0mSXViqq8m9ZwY1a9cSePd0Au+8s0Vrr/VmPU+ve5ooryimJUxr/olKDsDG+bDtCzBWQWQ/uOBhUGuh82j7BXyMmo35lP2wD5cIT9vmVJ6n39jrlRV7+HZLDvde0oEbBsQ4LDaAouxMlr77GsXZmSQMG8UFN0zGxdVxpUmSJEnNcdLkvr4zjoHmt73sB+wXQqTXn+8rYAxwJEEXQqxt8Pr12HrpN+rYc1V8YhAbf82gpsKAh4/smyxJrYWpoJCDU6di2LuXsOefx3fcVS0ew9yUuWRXZfPR8I9w07g17WAh4MAfsGEe7FsJKg10vwr63wERfRwT8JGhBVV/HKRyVRa6jn4EXN8Fle70M+ELVmcw568DXN8/mhkXd3BcfFYrW5f9zL9fforO3YOxD88mvndfh40nSZJ0Jk41c78O6A3cJoS4sRnnjgAONrifA/Q/xetvBZY189hzRnxiEBt/ySAjpZjuQ07dEk6SpJZh2L+f7ClTsJRXEDV3Lp7nD27xGHaX7OaTnZ8wtv1Y+oc14e3SWAMpX8KG+VC8BzyCbbP0SZPBK8RxAdcTVkH5zweoWX8I997B+I3rcMrNqQ77KTmXZ3/dxYhuoTwzprvDrpBUlRSz/IM3yd6RQruk/gyfcjfuPr4OGUuSJMkeTpXcaxVFuQkYpCjKcVNQQojvT3PuE73TihO+UFGGYkvuD/9GbMqxU4ApANHRZ3+pin+4B95BbmSkFMnkXpJagdrNmzl4510oWi0xny3CrVu3Fo/BbDUze+1sfHW+zEya2biDyrLqS28+A30FhCXC2HnQbSxoWuaqoDBZKf0qjbqdJXhdEIn3iNhGJen/7ivigW9S6Bfnz1sTE1GrHJPY71n3L799+D5ms4lhU6bT46JLZYtLSZJavVMl91OB6wFf4PJjnhPA6ZL7HCCqwf1ITtAfX1GUnsBHwEghRElTjgUQQszHVqtPUlLSCT8AnE0URSE+MYjUPw5iqDOjc2uZnRclSTpe5fLl5D34EC6RkUR9+CHaSOd84P581+fsLt3N6xe8jo/O5+QvFAIyV8OGubBnKaBA1zEwYBpE9nXoZlTHstaZKf50J8bMSnwui8drcON+dqk55Uz9bAvtgjz5cFISri72X8hqqK3hj4Vz2fXvn4S278io6TPxC5OTKZIktQ0nzQyFEKuB1YqibBZCLGjGuTcBHRRFiQNygYnAdQ1fUN+F53vgRiHE3qYcey6LTwgkeVU2WTuK6dhX9lSWJGco+eQTCl9+BbdevYh8/z00fn5OieNg5UHeT36foVFDGRYz7MQvMtVB6te2evrCneDmD4Pvg6Rbwaflk1ZLhYGiI5tTdcI9IbhRx2UU13DLx5vw89Dy6eR++Li52D22nN07WPb+G1SVFDNw/LX0HzsBtUZOokiS1HY0ZhOr5iT2CCHMiqJMB1YAamChEGKnoihT65+fCzwJBAAf1F/qNAshkk52bHPiOBuFxvvg5q0lI1km95LU0oTVSuHLL1P66SK8hg0j/NVXUDmpY4oQgqfXPY1GpeGx/o8dXzJSkQObPoItn0BdGYT0gDHvQ/dx4NLEBbd2YiqspXjBjvrNqbrh2r5xH4oKq/RMWrgBASya3I8Qb/v+zC1mE2u//oKNP3+Hb3AoE59+mfCOXew6hiRJUktw6HSEEGIpsPSYx+Y2+Po24LbGHivZKCqFuIRA9m0swGyyoHHAZWlJko5nNRjIe3gWVcuX43fjjYTMehhF7bz/fz/u/5EN+Rt4YsAThHjUL34VAg5ugPVzYPcvgLC1r+w/DWIGtWjpzbEMWZWUfLoTVApBU3qijTh1D/vDKvUmblq4iZJqI4tvH0B8UOOOa6ySnIMsffc1CjMP0OOi4Vx40+1oXZ3z4UeSJOlMyWuNbVR8QhC7/s0jJ62M2B4ts6W9JJ3LLOXlHJw+nbrNWwh+6CH8b7nZqYsri+uKeW3za/QO7s34juPBbIAd39nq6Q+lgKsPDLwL+t0Ovs5vNlC3u4TSxWmovbUETu6OJqBxybPeZGHKos3sK6hiwc19SYzytVtMQgiSV/6Pfz5biMbVlSseeIwOfQfa7fySJEnOcNrkXrH99roeiBdCPFNfJx8qhNjo8Oikk4rs5IeLq5qM5CKZ3EuSg5lyc8mecgem7GzCX38Nn9GO28ipsV7c8CJ15jqeSpiO6s8XYcvHUFMEQZ3hsjeh5wTQttzOuKdSs6l+c6rwxm9OBWCxCu7/Opn16aW8NSGRCzoG2S+m8jKWz3mLzOQtxCb24dKpM/D0c9zOu5IkSS2lMTP3HwBW4CLgGaAK+A6QO3g4kdpFRWz3ADJSi7nAKlA5qBWcJJ3r9Lt3kz1lCkJvIOqjj/Do38/ZIfFH9h+szFrJ3dpI4j4aAVYLdBxh23Aq/kKnlt40JISg6s+DVK5s2uZUh4996uedLN2ez+Oju3BlL/st/N23cS0r57+HWa/n4snTSBg+Sra4lCTprNGY5L6/EKK3oijbAIQQZYqiNG7aRXKouMQg9m0uJP9ABeEdfJ0djiSddapXryH3nntQ+fgQs3ghug6O2wW1UcxGqrYv4fmU1+hgMnJL3g7oN8VWeuMf79zYjiGsgvJfDlCz7hDuveo3p9KcfnOqw977Yz+frc/ijiHx3Ha+fb43o76OPz/5kB1/riQ4rh2jpj9AQGTU6Q+UJElqQxqT3JsURVFTv4mUoihB2GbyJSeL6RaASqOQnlIkk3tJsrPyH37k0BNPoGvXjqj583AJcfxurSdVXWQru9m0gLd1Boq9vHirw/W4TLoPdF7Oi+skhMlK6dd7qNtejOeQSHxGxKI04erilxuzeX3VXq7qHcHDIzrbJaa8vbtZ9t4blBfm0+/Kqxl09XWoNfZvpSlJkuRsjUnu3wF+AIIVRXkeGA887tCopEbRummI6uxPRnIR541rLy8rS5IdCCEomTePorfexn3gACLfeQe1l5MS6EMpsH4u7PgWLEa2tBvEEmsON3a5gR79HnZOTKdh1Zsp/nQXxowKfEbH43V+08ppVuzM57EftnNhpyBeHtfzjEsOLWYz679fwobvl+AVGMiE2S8S2aX7GZ1TkiSpNWtMn/svFEXZAlwMKMCVQojdDo9MapS4hECydpRQkltNYGTrm8GTpLZEmM3kP/Ms5V9/jfcVlxP+3HMo2hauQrSYIe0X24ZT2evAxQN634Qh6RaeWjuLCGsE03vd3bIxNZKl0kDxwp2Yimrxn9gJ98TGbU512Ib0Eu7+chs9I3354PreuKgbX8ZzImWHcln63uvk799L1yEXcdEtd6Bzbx2LjCVJkhylMd1y3gaWCCHeb4F4pCaKSwjir8V7SE8ulsm9JJ0Ba20tuffPpPqvvwiYMoWg++5t2athtaW2zaY2LYDKHPCNgUtfgF43gKsP87e9S2ZlJvMumYe7i3vLxdVIpsJaihfuwFprJvDmbrh2aNqOvWn5ldy2aDORfm4svLkv7trmd2oWQrD99xX8uehDNBoXLrv3YToNPL/Z55MkSWpLGvPuuRV4XFGUjtjKc5YIITY7Niypsdy9tYS18yE9uYh+l8U5OxxJapPMJSUcnDoN/c6dhM5+Er9rr225wQt22nrTp34NZj3EXQCjXoWOl4LK1llmb9leFm5fyBXtrmBQxKCWi62RDNmVlHxyeHOqHmibONGQU1bLTQs34q5Vs2hyP/w9mn+1pLainBXz3iF9y0aieyQy4s578fKX7YIlSTp3NKYs51PgU0VR/IFxwMuKokQLIZzcNkI6LD4xiDXf7qeyuA7vQLmroiQ1hTEzk+wpd2AuLCTy3Xfwuvhixw9qtcCeZbakPvNf0LhBwkTodweEdP3PSy1WC0+tfQpvnTcPJj3o+NiaqC6tlNIvdqPy1hLUhM2pDiutMTJp4UbqjBa+mTqISL/mX5VI37qJFXPfxlBbw4WTbqf3yMtRVGdW2iNJktTWNOW6Z3ugMxAL7HJINFKzxCXYkvv05CISL3H+TpSS1FbUpaRwcOo0AGI++Ri3xEQHD1gO2z6DjfOhPBt8ouCSp6H3JHA/8QZKi9MWs714O68MeQVfV1/HxtdENZvzKft+Hy5h9ZtTeTVtxr3WaOaWTzaRU1bH57f2p1No80oLTQY9f3+2kJRVSwmMjmX8488RFB3brHNJkiS1dY2puX8ZuAo4AHwNPCuEKHdwXFIT+AS5ERDhKZN7SWqCqj/+IPf+mWiCg4mePw9tbKzjBivaa5ulT/kSTLUQcx4Mfw46jQb1yd+Gc6tzeXfbuwyJHMKI2BGOi6+JhBBU/ZVD5YpMdB18CbihCypd02rkTRYrd36xle055cy5oQ/94pq3O2z+gX0sffc1yg7lknT5VZw34UY0LrLFpSRJ567GvBtnAAOFEMWODkZqvvjEQDYtzaS20oi7t9xjTJJOpezLL8l/9jlcu3Ujau4cNAEB9h/EaoX9v8GGOXDgD1DroMfV0H8KhCWc9nAhBM+uexYFhcf7P95qWt0Kq6Di13Sq1+bhlhiE//iOTdqcCsBqFTz8bSp/7Snixat6cGm30CbHYbVa2Pjjt6z7djHuvn5c/cTzRHc//c9VkiTpbHfS5F5RlN71X24EohVF+c+UsBBiqyMDk5omLjGITf/LJHN7MV3PC3d2OJLUKgkhKHrzLUrmz8fzwguJeON1VO527jyjr4TkxbBxHpSmg1cYXPQ49LkFPBq/sPPX9F9Zk7eGR/o9QphnmH1jbCZhtlK6pH5zqsER+IyKa9LmVIe9vDyN77flMnNYR67t1/SrjRWF+Sx97w3y9uyi08DzueS2u3D19GzyeSRJks5Gp5q5f/0UzwngIjvH0rpkroGA9uDlxF0pmyAw0hOvAFfSk4tkci9JJyCMRvIef5zKn3/B95prCH3yCRRN89stHqfkgK2WftsXYKyCyH4w9DHoOgbUTSsTKakr4eVNL5MQlMDEzhPtF2MjCCHAIhAmK8JkQRitWE1WhNFC5YpMDOkV+IyKw2tIZLPO/+E/6cz7J51JA2OYflH7Jse2658/+OPjuYDCqOkz6Tz4wlZzVUOSJKk1OOlvNiHE0JYMpFWxWuDrSVBbDBFJ0OVy6HwZBDbtF1FLUhSF+MQgtv+dg1FvRutqx6RFkto4YTaTPe1OatesIXD6XQTedZd9EkIhIP1P2y6y+1aCSgPdr4L+d0BEn2af9pVNr1BjquHpQU+jUlT1Q50k6TZZ6h+zJeANnz/y+OHXGC31xzR87JivzRawniQwBfzGd8AjqellNAA/bMvh+aW7GdUjlNmXd2vS30FdVSWrPnyPfRvWEtm1OyPvvB/voKZtkiVJknQuaMyCWhdgGjCk/qG/gHlCCJMD43IuRQWD74eVj0FNMfw223YL7ASdR9sS/fBe0MparMUnBpLy+0GydpTQIaltXHGQpJZQPGcutWvWgKKg69DxzBN7Y41tceyG+YiiPeARihj0KKL79Qitvy2Bzq5sVtJdXl3KpaU9uFl7Ce7zSsgzFZ0+6T4VtYLiokJxUdf/qULRqlG5qFB5uKD4NXj88Gu0x7zeRY0xr5rqPw+iNHHh7GF/7y3iwW9SGRgfwJsTElE3oZwnM2Ury+e8RV1lJedfdzNJl49FVb8HgCRJkvRfihDi1C9QlI8AF+DT+oduBCxCiNscHFuTJSUlic2b7bS/ltkAe5dDxxFQXWjrSZ32K2SuBmGx1dF2GmVL9mPPB43zF7FarYJPHl5NZGd/ht/azdnhSFKrULNxI9k334LXqMvxGHgxbol9ANXxSfeRWexTzHTX6RGVJQh9HcLqglDcEOhANOPDwgmSbuECOyp2YVFb6ROZhFqrOW3SrWhVqBp8/d/nVShq+0xCCLOVut2luHXxb/IC2uSD5Vz34XpiAzz46o4BeLs2rkzJZDTw7+JP2LbsFwIioxk5fSYhce2aE/5ZS1GULUKIJGfHIUlS69GY5D5FCJFwusdaA7sm9ydTWwr7VtkS/f2/2dra6byhw3Bbot/+EnD1dmwMp/DHZ7s5sKWQya+dj7qJv4Al6WxjLisj48qxKF6BuPW7H1FrOf1BJ5rpFrWoanNRavNQMKL4hqCEdkTxC0XRniipPkHSrbHNmJ8q6X5xw4t8mfYli0YuIjE40f4/ECc4UFTN1XPX4aFT8920QQR7uTbquMLMdJa++xolOdn0Gnk55193My5anYOjbXtkci9J0rEac33VoihKOyHEAQBFUeKBRvyGPEu5+0PCBNvNVAfpf9sS/T3LYMe3oNZC3BBbot9pFHg1rza1ueITgti95hA5e8qI6eaA9n6S1EYIITj02OOYS8vwG/si5iLb25bn0CjcOviePuk21UHq17BhHhTuBDd/uPgWSLoVfCLsHm9yYTJfpn3JtZ2vPWsS+4JKPZMWbEQBFk3u36jE3mq1sOXXH1n91We4eXsz7pGniU1s/voFSZKkc01jkvsHgT8VRUkHFCAGuMWhUbUVLm7QaYTtZrXAwY22RD/tf/DrfbZbZN+jdfqBHRweUmQXP1x0ajKSi2RyL53Tyr5YTPUff+B3+4uY8834XtkOlYf29GUlFTmw6SPY8gnUlUFId7jiPegx3vZ/3gGMFiNPrX2KEI8Q7ul9j0PGaGkVdSZuWriR8lojX00ZSFygx2mPqSwuZNn7b5Czawcd+g1i2JTpuHk570qoJElSW3Ta5F4I8buiKB2ATtiS+zQhhMHhkbU1KjXEDLTdhj8Hhbthz/9sif5vT9lugR0bLMjt7ZAFuRoXNdHdAshIKeaCa0WzelBLUlunT0uj8JVX8Bg6BnNJIG49AvDoH3byhbRCwMENsH4O7P4FELb/q/2n2naTdXCrxQXbF3Cg4gDvX/w+Hi6nT4JbO73Jwu2LNnOgqJqFN/elR6TPaY/Zvfovfl8wB6vVyqVTZ9Dtwktki0tJkqRmaEy3nKuB5UKIVEVRHgdmK4rynNzE6hQUBUK62m5DHrTNBB5ekLv2XVj9JniGQufDC3KH2HVBbnxiIAe2FpKfUUlYu9P/UpWks4m1tpbc+2ei8gvEJWYsCAW/se1PnCiaDbDje9susodSwNUHBt4FfW8Dv5gWifdA+QHmb5/PqLhRDIkccvoDWjmLVTDjq21szCjlnWt7cX6HoFO+Xl9dze8L55C25m/CO3Zh5PSZ+Ia0bDmjJEnS2aQxZTlPCCG+URRlMHAp8BowB+jv0MjOJj6R0O92262u7OiC3JQlsHlh/YLcYfULcoed8YLcmB6BqNQKGclFMrmXzjn5L7yAMSODgLvnYzxoJOj2nqjcj+nOUpUPmxbAlo+hpgiCOsNlb0LPCaBtuZlzq7Aye+1sPF08ebjfwy02rqMIIXjipx2s2FnAk5d15YqEU2+ol70jleUfvElNeSnnXXMD/a68GpVatriUJEk6E41aUFv/52hgjhDiJ0VRnnJcSGc5Nz/oeY3tZtJDRsMFud+BygXiL7Atxu00Crybvu28zk1DZCc/0pOLGHhVO3lpWzpnVC5dSsW33+E76WGM2QKvi6LQxTf4gJuzxTZLv/MH2zqZjiNsG07FX+jw0psT+SrtK1KKUnhh8Av4u/q3+Pj29vbv+1i8IZtpF7Zj8uC4k77ObDKxZslnbP71B/xCw7n2mVcJbd+xBSOVJEk6ezUmuc9VFGUecAnwsqIoOkD2WLQHF1foeKntZrVAziZbjX7ar/C/+223iKSjdfpBjf/lF5cYxN+L91CaV0NAhKcDvwlJah2MmekceuIJ3Hr0wloXh9avFm/lM/jxEFQdgrIsKD0AWi/oN8VWehPgvJ7ph6oP8fbWtzkv/Dwui7/MaXHYy+frs3jrt31c3SeShy7tdNLXFWdnsvTd1yjKziRh2EguuOFWXFwb1x5TkiRJOr3G9Ll3B0YA24UQ+xRFCQN6CCFWtkSATdEife5bghBQtOdo5528+uUNAR2OJvoRfU65ILemwsAns9bQ//I4kkadfAZNklo9ixlqCm0JelX+Cf4sQFQcIvMXMFa64DvqXsxKHCHau9Goi23taL1Cbf+v8rbB2LmQMNGp35IQgrt+v4vNBZv5YcwPRHjav7VmS1q2/RB3Lt7K0E7BzL+xD5oT9PAXVitbl/3Cv19+gtbNnUunzqBdn35OiPbsIvvcS5J0rMZ0y6kFvm9w/xBwyJFBnfMUBYI7225DHoCKXNiz1Jbor3sP1rwFniH1O+ReBnHng+a/m7t4+OgIjfMmPblYJvdS62S12OrdjyTp+SdO3muKgGMmIRSV7f+AVyj4RFKU6o2+JIPAmx7AUNER/0vd0PRdA+4BRz8EN9x12smWZSzj39x/eajvQ20+sV93oIQZXyWTGOXL+9f1PmFiX1VazPIP3iJ7ezLxvfsy/I578PD1c0K0kiRJZ7/Tztyf0ckVZQTwNqAGPhJCvHTM852Bj4HewGNCiNcaPJcJVGGr+Tc3ZmbirJm5P5W68v/ukGustpUZHF6Q22GYreMHsHVFFut+OMCNzw/EO8Ax/bkl6ThWK9SWnHimvbrg6P3qAhDWYw5WwCOofrY9rMGfIf+97xFkaz8LVK9Zw8Fbb8Nn3G1YRT/cE4Lxn3DyshBnK9OXMebHMUR6RfLZyM9Qq9ruAtJdeZVMmLeOEB9XvrljIH4ex3f92rt+Navmv4fZbGLopNvpcfGlch2QHcmZe0mSjtWYmvtmURRFDbwPDANygE2KovwshNjV4GWlwD3AlSc5zVAhRLGjYmyT3Hyh59W2m0kPGf/U99NfCju/ty3IjTsfOo8mvv0lrAMyUopJuCjK2ZFLbZ0QUFsK1ScqjTn8dYHteav5+OPdA44m6CHd/puse9aXzngGg9rl+GNPwlxcTN7Ds9B27ILiNRi1SoXvGOfV0TfGa5tfo8pYxVODnmrTif3B0lpu+ngjnq4aFk3ud1xib6it5Y+P57Lrnz8IbdeBkdMfwD+8bV+lkCRJagscltwD/YD9Qoh0AEVRvgLGAEeSeyFEIVCoKMpoB8Zx9nJxhY7DbbfRb0LuZtuM/u5f4X8z8QX8XeeR8XcVCT1qbZtoyRkz6VhCgL78vwn6iZL36nywGI8/3s3vaKIe2OkEs+6hthIaO+7lALYa7rxZj2CtqsJv0hsYMvUETU1A5erIt7UzszZ3LT8f+JkpPafQ0a/tdocpqTYwaeFGDCYLX0wbRLjvf68M5qTtZNl7b1BVXMSAcdcy4KoJqDWt9+9FkiTpbOLId9sI4GCD+zk0rTe+AFYqiiKAeUKI+fYM7qyjUkFUP9vtkqeheC+k/Urc73vZmj+Quncvxi0opMGC3CSH7JArtSJCgKHqxHXs1cfUt5v1xx+v8zm6GDVm0IlLZDxDbR8ynaD040+oWb2agLtfwpCux3tYDLroM9sjwpFqTbU8s/4ZYr1jmdJzirPDabYag5lbPtlEXnkdX9zWn44hXkees5hNrPv2Szb++C3ewcFMfOZlwjt2cWK0kiRJ5x5HJvcnmiJuSoH/eUKIPEVRgoFViqKkCSH+OW4QRZkCTAGIjo5uXqRnG0WBoE4Q1In46Eq2vLiZzE6v0cW6BNa9D2veBo9g6DSyfkHuEKclaFIzGar/W79+wjKZfDDVHH+s1utogh7Z9/iZ9sMLVVtwM6emqtu+ncI338Rr+BhMBUFoYz3wGtq6S8/eS36P3OpcPhnxCTq17vQHtEJGs5Wpn29hZ14l827oQ1Ls0d78JbkHWfbe6xSk76f70GEMvel2tG7uToxWkiTp3OTI5D4HaPjbNhLIa+zBQoi8+j8LFUX5AVuZz3HJff2M/nywLag9k4DPRkHRXnj660iv6EqXO3+wLcjd/5utfGfHd7D1U9B6QvtLbIl+h2G2un6p5QkB+gpb0l5dUF+/XgCVuZCXbPvQVl1oS9qNVccfr3GzbXrmFQbhiUfr2I9dmKrzOv7YNsRSXU3u/TPRBIfg0m485jIT/hM7oahab8nZ9qLtfLH7CyZ0mkCfkD7ODqdZrFbBQ9+m8O++Yl4Z15NLuoYAtraeKSuX8vfnC9HodFwx81E69Bvk5GglSZLOXY5M7jcBHRRFiQNygYnAdY05UFEUD0AlhKiq/3o48IzDIj2LKYpCfEIQO1fnYTJYcHHzhR7jbTezwbYg9/AOubt+BJUGYm0Lcuk0CnzkArgzZjHb2jkeSdrzbUn64dKYw19XF564PEalsS1QDehgW4ja/pKj5TINk3ed91m/pkIIQf5TT2PKzSXooY/Qp9Xhf31nNL6t98qTyWpi9rrZBLoFMqP3DGeH0yx1Rguzvkvlp5Q87hvWgWv62uZtasrLWDHnLTKStxCb0JtLp92Lp1/b32lXkiSpLXNYci+EMCuKMh1Yga0V5kIhxE5FUabWPz9XUZRQYDPgDVgVRbkX6AoEAj/Ut0vTAIuFEMsdFevZLi4xiNQ/c8jeVUK7XsFHn9DobDP1HYbVL8jdUr9x1q+w9AHbLbx3gx1yO531yWOTGGuOT84Pt3g8MvOeDzXFnLAizc3PVgLjGQJRA2yz6p71i0+PfB0MGlfYt8LWn13TNss57KXix5+o/PVX/G9/GP0eM+5JIbj3CHJ2WKf08Y6P2Ve2j3eGvoOXtu1dNdlfWM1dX2xlT4HtalGHYNuO1/s3rWflvHcw6fVcdMsdJF56mWxxKUmS1Ao4tM99Szsn+tw3g9Vi5eOH1hDd3Z9ht3Rr3EFFe4/ukJtb/zP1bwed6zfOiux7pM/4WcVqhbrSBjPsxyTqRxL4whOXxqg0tvUMDZPzwy0eG7Z79Aw55xP1pjJkZJAxbjxu3Xuj7XIbioua4Lt7odK13n+H6RXpjP95PEOjhvL6ha87O5wm+zklj0e+S0XnoubV8T0xmq0MjvNi3RcL2f7HSoJi4xl99wMERMr1Ts4i+9xLknQs2ZvsHKBSq4jtGUBGSjEWixX1CXaQPE5QRwi6H86/HyoPHd0hd/1cWPuubROhIwtyL2j9C3LNhvpEvfBot5iGiXp1vi2Bryk8cY92rdfRRD2sZ32iHnJ05v1wu0c3f9mFyAGsRiO5M2eicnHBfcg0DBm1BE/r2qoTe6uw8vTap3HTuPFI/0ecHU6TGMwWnvt1N5+tz6JPjB/vXdeLMB838vam8fWjT1JemE+/MeMZdM31qDWN35dAkiRJcjyZ3J8j4hKCSFuXT97ecqK6NLEm1jsM+t5qu+kr6nfI/R/s+AG2LgIXD+jQcEFuC20rf7IFqIcT9eoGt7qyE5xAAY/Ao4l6cNcGyXqDmXfPENB5tsz3JJ1Q4WuvYdi1m+BHP6BuVw0+o+LQRrbuEpdv937L1sKtPDPoGQLdAp0dTqMdLK3lrsVbSc2p4Pbz43hoRGfUCNYs+Zz1PyzB0z+ACU++SGTX7s4OVZIkSToBmdyfI6K7+qPRqkhPLmp6ct+Qq89/F+Rm/mtL9NOWwq6f6hfkDrYl+s1dkHuqBajHlsicaAGqWnc0OQ9ob4vnPyUy9Qm8RxCo5X+B1q7qzz8pW/QZvtfdjn6fFl17bzwHt+6F3gU1Bbyx5Q36h/bnyvZXOjucRvttVwH3f52MAObd2IdLu4VSWVzI0ndfIzfNtv/g4ImTZGIvSZLUisma+3PIsnnbKUiv4KYXz7N/20CrFfK2Hq3TL95rezy8F3QejdH/UgzFnnh2saLoi06xALXAltifaAGqq+9/k/MjZTHHlMi4+siFv2cJU0EBGWOuRBMWgceFj2CpMBJyb2/U3q13vYIQgnv+vIf1eev5/orvifJu3f33AUwWK6+t3MO8v9PpFu7NnOv7EB3gzp51q1k1/12EsHLhzVPQubkT37sfGhdZitNayJp7SZKOJactzyHxCYGkbyuiIKuS0Dgf+55cpYLIJNvtkqdsC3L3/A/S/of4/XmKDe2wEojy2zt4alY1OK7BAlSfCIjo/d8FqA2T+HN0AWplSR1ZO0roOigctcu5U88vLBbyHnwIq8GAz9WPUZdaTcCkrq06sQdYlbWKvw7+xcw+M9tEYp9foefuL7eyKbOM6/pH8+RlXVFZjKyY+zY7/lxFaPuOjL77QXxDw5wdqiRJktQIMrk/h8T0CESlUshILrZ/cn+soI622+D7UKryCfh5HkXbz6NadxPu46eh8qtfhCoXoJ5STbmBr5/fhKHWzP7NhQy9oTO+IefGrp8l8+dTu3EjQQ+9Ql1qNR4DwnDrGuDssE6pwlDBCxteoIt/F27oeoOzwzmt1fuKmfHVNupMFt6akMiVvSIoSN/P/955lbL8PPqPvYaB469DrZG/KiRJktoKmVWdQ1w9XAjv6Et6clHLDuwVim7CLAIuMmKu9aV0QygiuJttMatM7E/KbLSwdO52zGYrUV38KcioYPFT6/ntk12UF9Q6OzyHqt26laL33sdr9FiMeUFogt3xHR3n7LBO6/XNr1NuKOeZ855Bo2q9CbHFKnj7t33cuHAD/h5afp5+HmMSwtj8y/csfvwBTAY91zzxPIMnTpKJvSRJUhsj37XPMfGJQfzz1V5KD9XgH+bRcgNrdLgNH4WvVx7lPx2g/JcD+F7RTm56cxJCCP78PI3CzEpGTu1BfGIQtZVGtq3MYsffuezdkE/H/qEkjYw962byLRUV5D7wAC5hYei6TMCQWUXgrT1QXFpv20uA9YfW88P+H7i1+6109u/s7HBOqqTawL1Lkvl3XzFje0Xw/NjuWGsq+e7F2WSlbqN93wEMv+Me3Ly8nR2qJEmS1AwyuT/HxCXYkvuMlKKWTe7reQ4Mx1ymp/qfXDT+rnidH9niMbQF21Zms3djAf2viCM+0bYDq7u3lvPGd6DX8JizNskXQnDo8ScwFxYR+tRCajZX4nt5PFon/FttijpzHc+se4Zor2imJkx1djgntTmzlOmLt1Faa+TFq3owsW8UGds2s/yDNzEZDAy7fTo9Lr5UfuiWJElqw2Ryf47x9NMRHOtN+rYi+oyIdUoMPiPisJQZqFiagdrXFfcebacHeEvITC1m3Y8HaJ8UTJ+Rscc9fzYn+eVLvqZq1SoC736EmmQDrp388BgU7uywTmtO8hwOVh1kwfAFuGpa34ZuQgg++jeDl5enEeHnxvfTBtE5yI0/P5nPtuW/EBQdy+gZD8mdZiVJks4CMrk/B8UnBrL+x3Sqy/R4+rV8IqKoFPyv6UhRhYHSJXtQe2vRxcgSAICSvGpWLtxJUJQXF03qcsoZ1LMtydfv3UvBiy/icd4QLMZuqFxN+F3dsdXPIu8q2cWnuz5lXIdx9Avr5+xwjlNRZ+LBb1JYuauAS7uF8OrVCRiL8vjisccozs6k96gxnH/tTWi0WmeHKkmSJNmBXM14Djpc5pGRUuy0GBQXta2toY+WkkU7MZfUOS2W1kJfbWLpB6m4aNWMmtYDF23jaswPJ/k3Pj+IhIujOLClsM0tvLXW1ZE3cyYqT088h03HXFCL/zWdUHu27oTTZDUxe+1s/F39uT/pfmeHc5wduRVc/u5q/kgr5PHRXZhzfW/S/1nFF4/cR015GWNnzWboTbfLxF6SJOksIpP7c5BfqAd+oe4t3zXnGGpPLYE3dwMBxR/vxFJjcmo8zmSxWFn+4XZqyo2MnNqjWVdU2nKSX/DSyxj27Sfo/peoTS7Hc3AErh39nB3WaX226zPSStN4rP9jeGtbz9UnIQRfbMjiqjlrMVmsLLljANclBPDz6y/w+4IPiOjSjZtefY/4Xn2dHaokSZJkZ7Is5xwVlxDEtlXZ6GtMuHo4b7dJlyB3AiZ1peij7ZR8tougW3ugnEMbNR22+ut95O4p55KbuxAaf2Z7ELS1cp3KFSspX7IEv1vuoG6XGpcwHT5OWg/SFFmVWXyQ/AEXR1/MJTGXODucI2oMZh79YTs/JecxpGMQb01IpDpjN5+9+Dq1lZVcOOk2eo+8AkW2oZUkSToryXf3c1R8YhDCKsja7rzSnMN0sT74X90JY2Ylpd/uRViFs0NqUTv+yWXH37n0GhZNpwH22wW0Lczkm3JzOfTEE7j26IHafyjCaMX/2s4omtb91iSE4Ol1T6NVaXm0/6PODueIfQVVjHl/Db+k5DFzWEcW3NCLnT8t5pvnHsfFzZ3rnn+dPqOvlIm9JEnSWUzO3J+jgmO88PDVkZ5cbNeEsrncE4Iwl+mpXJ5JpZ8OnxGtf8Mie8jdU8a/X+0lpnsAA8a2c8gYrXUmX5jN5D7wIFgs+N34JNVry/Ad2x6X4NZ1ZeFEftj/A5vyNzF74GyC3YOdHQ4AP2zL4dHvd+ChU/P5rf3p4mnk66ceIv/APnpcfClDJ92Oi2vr6+QjSZIk2ZdM7s9RikohLiGQtLWHMBktjV686UheF0RiKdNT9VcOaj9XPPs7/0OHI1UU1bF8/g58gt0Ydms3VCrHdoVpbUl+0XvvUbdtGyFPvUH1hnJcuwXg0S+0RWNojqLaIl7b9BpJIUlc1eEqZ4eD3mTh6V928eXGbPrF+fPOxERKktfy2cK5qNQqLr9vFh0HDHZ2mJIkSVILkcn9OSw+MYgdf+dycFfpkQ46zqQoCr5XtMdcZqD8p/1ofHW4dvJ3dlgOYdSbWTonFSEEo+7sic6t5f4rtoYkv2b9ekrmzcd77NUYc4JQe1jwu6pDq297CfDixhcxWAzMHjgbleLc8paskhqmfb6VXYcqmXpBO+4eHMFfH79H2pq/iezSnZHTZ+Id6Pz/25IkSVLLkcn9OSy8oy86dw0ZyUWtIrkHUNQKAdd3pmhuKiVfpBE0tSfacE9nh2VXwipYtXAXZfm1XH5PAr5OKkNxVpJvLi0l78GH0MbG4tbrWmq3FRN4Ww/UTlzY3Vi/Z/3OqqxVzOg9g1ifWKfGsnzHIR78JhWVSmHBTUl0UZey+JF7qSop4rxrbqDf2KtRqZx/RU6SJElqWXJV1TlMrVYR0yOAjO3FWC1WZ4dzhEqnIfDmbqjc1BR/shNzhcHZIdnV+p/TyUwtZvDVHYjq7PwrEy258FYIwaFHHsVSXk7gjBeo3VqM1wVRuLbztes4jlBprOT5Dc/Tya8TN3W7yWlxmCxWnv11F1M/30p8kAc/3zUIj11/8tXshwGY+PTLDBg3USb2kiRJ5yg5c3+Oi08MYu+GAvL2VxDZqfX0FVf76Ai4uTtFc1Mo+XgnQVN7onJt+/9c927MZ+vyLLqeH06PCyOcHc5/tMRMftmiRVT//TdBDz5B9YY6XCI98R4WbYfoHe/NLW9Soi/h3YvexUXlnKsMeeV1TF+8la3Z5dw0MIa7BwTy+3vPkbN7B53Pu4BLbrsTnbuHU2KTJEmSWoe2ny1JZyS6awBqFxXpyUWtKrkH0IZ5EHB9F4o/2UHJF7sJvLkbirrtXmwqyKzkj8/SCO/gy5AJHVttfbmjkvy6nTspeO11PIdehNXcDSw1BEzs3Cb+Tjflb+Lbvd9yU9eb6BbYzSkx/LWnkPuWJGM0W3n32l500mfw1SPPYrVYGXHnfXQdclGr/TclSZIktZzW/1tVcigXnZrorv5kJBchROvrL+/a0Q+/sR0w7Cun/McDrTLGxqgpN7B0Tiru3lpGTOmOupX3cQf7lutYa2rIu38mGj8/vC6/B2NGJb5j2qEJdHNQ9PZjsBh4et3TRHhGcGfinS0+vsUqeGPlHm75ZBMh3q78MCUJ3Ybv+OWNF/ELDefGl9+m2wUXy8RekiRJAuTMvYRtt9qMlGKKsqsIjvF2djjH8egbirlUT9WfB1H7u+I9NMrZITWJ2Whh6ZxUjHoL4x5MxM1L6+yQmsQeM/n5zz6HMTub8DcWUvVvIW4JQbj3bh394U9nXso8siqzmD9sPu4uLdwutMrAjK+2sfZACVf3ieTuBHd+e/1xyg7l0m/MeAZdcz1qTetfiCxJkiS1HJncS8T1DERRKaQnF7XK5B7Ae3iMbZOrFZlo/HS4J7aNxFAIwZ+fp1GYVcXIqT0IjGy7nX+am+RX/PILFT/+SMDUu6jdrkbtrcLvyvZtYqZ5T+kePt7xMWPajWFg+MAWHXtDegl3f7mNijoTL4/rTvvCbXz/9Ce4eXlz9ePPEd09oUXjkSRJktoGmdxLuHq6EN7Bh/TkYgaMccwuqWdKURT8x3ekqMJA6Td7UXvr0MX7ODus09q2Mpu9Gwvof0V8q2k3eqaakuQbs7LIn/0Ubn36oA69GGNKMUF39ETVgn39m8tsNTN77Wy8dd482PfBFhvXahXM+yed11buIdrfnfnjO3Lgu4/4K2Ur7ZIGMPyOu3H3bv3/9iVJkiTnaP2/YaUWEZcQxOqv91FeUNviO5U2lqJREXhjVwrnpFD82S6C70zAJah1xgqQkVrMuh8P0CEpmD4jY5wdjt2dLsn38dOQO/MBcHHB/7YnqFxRiPcl0ehi20Zi+sXuL9hZspNXL3gVH13LxFxea2Tm1yn8nlbI6B5h3NneyD+vP4qxtpZLbruTnpeMbBNXPCRJkiTnaf2r+qQWcXhWOT25yMmRnJrK3cXWNUelUPzxTizVRmeHdEIledWsWrCToCgvhk7qclYnZIeT/BueG0jPBgtv//foj5QeKCDkseeo+qsEbYw3XkPbRtvLg1UHeW/be1wYeSGXxlzaImOmHCxn9Dur+WdfEU+N6sg402aWv/Ec7j6+XP/imyQMG3VW/zuSJEmS7MOhyb2iKCMURdmjKMp+RVFmneD5zoqirFMUxaAoygNNOVayLy9/V4KivVp9cg+gCXAj8OZuWKuMlHy6C6vR4uyQ/kNfbWLpB6m46NSMmtYDF+25sZmQh4+OwfVJfpdOCgcrvNnQfzaF2zwQgP/ETijq1p+cCiF4Zt0zqFVqHhvwmMMTaiEEn67NZPzctQB8MjYG1a/vsG3Zz/QacTnXP/8GgVFn35UfSZIkyTEcltwriqIG3gdGAl2BaxVF6XrMy0qBe4DXmnGsZGfxiYEUZFRSU976d4TVRnnhP6ETxpwqSpfsQVhbR4tMi8XK8vnbqSk3MnJqDzz9XJ0dUovTGiqI+PpxLiz6lCGdfHCvM7O5zMBfP6XbfcdbR/j5wM+sP7See3vfS6hHqEPHqjaYmf7lNmb/vJPz2wfyes9aNr/9JNWlJYx9eDYX3XIHGm3b6q4kSZIkOZcjZ+77AfuFEOlCCCPwFTCm4QuEEIVCiE2AqanHOlrt1m1Yystbckini6svzclILXZyJI3j1j0Qn9Hx6HeWULE0w9nhALD6633k7i1n6A2dCG0DC37tTVitHJo1C2ttLZEPPIFvYR3aHoEEDok8oz75LaW4rphXNr1Cr+BeXNPpGoeOlZZfyRXvrmbZ9kM8eGEkY0pWsebTuUR07sqkV98jvndfh44vSZIknZ0cuaA2AjjY4H4O0L8Fjj1j1ro6Dk6fjgJEfvA+7omJLTW0U/mHeeAT7EZ6chHdh0Q4O5xG8RocgaVUT/XqXDR+OjzPc17cO/7JZcffufQaFk2nAWFOi8OZSj5aQM3adYQ88QzV/1aj9nclcHwHgnUaeg2LZtuqbHbaacdbR3h548vUmet4auBTqBTHzX18s/kgT/y0A29XF+Zc7EPmd2+QXlHBBTdMps/oK1FUcjmUJEmS1DyO/A1yokLVxtZONPpYRVGmKIqyWVGUzUVF9qkXV7m5EXDTJCylpWTdcCPl335rl/O2doqiEJ8QRG5aGYbaYy+mtF4+l8Xj2jWA8l/TqdtV4pQYcveU8e9Xe4npEcCAsa2znaij1SUnU/T223iNGIGgO5YqIwETO6PS2eYQGtbk9zzDHW8d4a+Df7E8czlTek4h3jfeIWPUGS08+E0KD36bSu9Ib56LzGbHRy/jotNx3XOvkXT5VTKxlyRJks6II3+L5AANtxKNBPLsfawQYr4QIkkIkRQUZL8+4v633ELo88/hntSHQ48/Qd5jj2HV6+12/tYqvlcQVqsga4dzkuTmUFQK/hM74RLhSemXaRhzqlp0/IqiOpbN345PsBvDJ3dDpWr9i0btzVJVRe7MB3AJCcFn3AzqthfjPTwGbZTXca9tjUl+tbGa59Y/R3vf9tza/VaHjJFeVM3YD9bwzZYc7k7yY3T292xf+j3dLxzGDS+9TUh8e4eMK0mSJJ1bHJncbwI6KIoSpyiKFpgI/NwCx9qFSqvFb9w4ohcsIGDqHVR89z1Z112PMSenJcNocSGx3rh7a9tE15yGVFo1gTd1Q+XpQvEnOzGXtswHMWOdmaVzUkHAqDt7om0DmzPZmxCC/NmzMeXnE/LUK1SuykUX74PXkMhTHteakvy3t75NYW0hTw96Ghe1i93P/7/UQ1zx3hoKKvW83tuM9tc3KcvL4bJ7H+bSqfegdXWz+5iSJEnSuclhyb0QwgxMB1YAu4GvhRA7FUWZqijKVABFUUIVRckB7gceVxQlR1EU75Md66hYT0VRqwm+914iP/gA48GDZIwbT/XffzsjlBahqBTiEgLJ2lmKuZW1mDwdtZeWwFu6I8yC4k92YK0zO3Q8q1Ww6uNdlOXXcumU7vgGt57a8ZZU8d13VC5dRuD0u6lNUaFoVPhN6ITSyCsYzk7ytxVuY8meJVzf5Xp6BvW067mNZitP/byTuxZvpUuAC497biPzuw8Jiolj0ivv0mng+XYdT5IkSZIUIVpHC0F7SEpKEps3b3bY+Y3Z2eTcMwNDWhqBd04j8K67UNRnXw/z7J0l/PJuCqPv7Elsz0Bnh9Nk+gPlFC/cgS7Gm8DJ3VE0jvkMu+6HA2xdkcX5EzrSc+ipZ6nPVoYDB8gYNx63xER8rnmC6n9yCbihC27dm//vpqbCcGThrcVsdejCW6PFyPhfxqM36/lxzI+4u9hvjJyyWu5avI2Ug+Xc3klF8JZvqSouYuD4a+k/9hpUZ+F7h9TyFEXZIoRIcnYckiS1HnLlVhNoo6OJ/XIxPldeSfEHczg45Q7MZWXODsvuIjr5oXVVt7nSnMNc2/niN74jhvQKyr7bhyM+wO7dmM/WFVl0PT+cHhe2jc5C9mY1GMi9f6ZtAfpdT1L9by4e/UPPKLGHlp3J/3D7h2RUZPDkwCftmtj/kVbA6HdWk1FQybOxh3BbOQcQTHjqJQaOv1Ym9pIkSZLDnHsFwmdI5eZG2Isv4NarFwXPPUfGuHFEvv02bj16ODs0u1FrVMT0CCQjtRirxYpK3fY+A3r0CsZSqqdyVRZqf1d8htlvh8+CzEr++CyN8A6+DJnQ0eE7mLZWhS+/gmHPHiLenUvlqkI0gW74jLZfl5nDSb6jWmjuK9vHR9s/4rL4yxgcMdguMZstVl5ftZc5fx2glz+Mrfybwj930Wng+Vxy+124enjaZRxJkiRJOpm2l7W1Aoqi4DfhGmIWfwFA1nXXU/bVEofMEDtLfGIQ+moT+ekVzg6l2bwuisK9TwhVv2dTs7nALuesKTewdE4q7t5aRtzRHbWDSn5au6rffqNs8WL8Jt2E8VAQ1hoT/td2RqW1/4y0I2byLVYLT619Ci8XLx7q+5Bd4iys1HP9RxuY89cBbgqv4uK0zyjPTufSafcyesZDMrGXJEmSWsS5mZnYiVuPHsR99x3u/fuT/9RTHJr1CNa6OmeHZRfR3fxRa1Skb2sbu9WeiKIo+F3VHl17X8q+34d+/5mVUJmNFpbOScWktzD6zp64eWrtFGnbYjp0iLzHHse1a1c8Lrge/a4SfEbGoQ13bPJqzyT/qz1fkVqcykP9HsLP1e+MY1t7oJhR76xmZ3Yxj/rswHvN5/iGhHHjy2/T/cJLztmrO5IkSVLLk8n9GdL4+RE1by6Bd95JxU8/kTnxWoxZWc4O64xpXTVEdvEjPbmoTV+RUNQqAm7ogibIjZLPdmPKr2nWeYQQ/PFZGoXZVVxyS1cCIs7NWVhhNpP74INgMhHy+EtULMtG19EPz0HhLRbDmSb5edV5vL31bQZHDGZ03OgzisVqFbz7+z5u+GgDkaKUu6t+oSr5X/peMY5rn30Fv7Bzcz2GJEmS5DwyubcDRa0m6J67iZo3F1N+Phnjr6bqjz+cHdYZi08MoqpUT3FOtbNDOSMqVw2Bt3RD0aop/mQnlkpjk8+xdUUW+zYV0P+KeOIT7bdZWltTPGcudZu3EPLEk1T9U4VKp8b/6o6NbntpT81J8oUQPLP+GQCeGPDEGc2ol9YYueWTTby+cg/XeWRxQdpihFHP+MeeY8j1t6DW2L9fviRJkiSdjkzu7cjzgguI++5btFFR5Nx5F4VvvImwtK1e8Q3F9QxEUWizXXMa0vi6EnhzN6y1Joo/3YnV0Pi/l4zUYtb/lE6HpGD6jLDfwty2pmbjRornzMH7istB0x1Tfg1+V3dE7eXc8qSmJPn/y/gfa3LXMKP3DMI9m3+1YUtWGaPf+Zdtew4yk3/w276U2ITeTHrlXWJ6Jp7hdyRJkiRJzSf73DuA1WCg4LnnKP/mW9wHDiDi9dfR+Ps7O6xm+f61LRjrzEx8or+zQ7GLurRSSj7diWsnfwJu7IqiPvXMbUluNd+9sgXfEHfGPtAbFwcsGG0LzGVlZFw5FsVVR9jLH1P21QE8B4Xje0U7Z4d2nJP1ybf66Bnz4xiivaJZNHIRalXT/y6FECxck8mLS3eToORzYcHvWPS1XHDjrSQOHy1r66UWJ/vcS5J0LNkK0wFUOh1hzz6LW2Ii+U8/Q8ZV44h8603cEhOdHVqTxScGsebb/VQU1eIT1PZ3YHXr7I/vmPaU/7if8l8O4Dum3UkTMn21iaVzUnHRqRk1rec5m9gLITj0+BOYS0uJXvgFFb9m4xLqjs/IOGeHdkIna6FZHpVNlLonj950V7MS+0q9iYe+SWXljlyuVbbjn7EO76gYRt/zPIHRsfb/RiRJkiSpGWRZjgP5jhtH7Fdfomg0ZN44idIvvmhzi1MP15enJ7fdrjnH8hwQhueQSGrWH6L639wTvsZisbJ8/nZqyo2MnNYDTz9dC0fZepQtXkz1778TdN/91G5XsOot+F/bGcWldb99HE7y29+lsD9qEx4HwxiUcRXrP8yjOKeqSefamVfB5e+uZlNKGndX/w//jHUkXjqa6154Qyb2kiRJUqvSun87nwVcu3Yl7rtv8Rw0iIJnnyPvoYex1tp3l01H8g50IyDSk4yzoO6+IZ8Rsbj1CKRiaQa124//3lYv2Ufu3nKG3tiZ0DgfJ0TYOujT0ih8+RU8hpyPrsMlGPaW4XtZHC4hHs4O7bQOVR9ixh8zuHfDdA50XUvPuz3w7CgwF2tY8twmfn0/5bT7OAgh+HJjNmPfX0N4fgo35H+H1lDFlQ89wcWTp+GiPXc/9EmSJEmtkyzLaQFqHx8i53xAybx5FL3zLoa0NCLeeRtdXOssazhWfGIQm/6XQW2lEXfvs6O3u6JS8L+mI0WVRkqX7EXtrUMX4w3Ajr9z2PFPLr2GR9Opf6iTI3Uea20tuffPROXjTdB9syn5PAPXLv549A9zdminZLKa+HzX58xJmQPAvb3vZVLXSbioXaAr6GtM7Pg7h5Tfc/julS1EdPSlz4hYIrv4/adEq9Zo5vEfdvC/zQeYoF+Hb2EakT0SGXnnfXj6Bzjr25MkSZKkU5ILaltY9eo15D3wAMJkIuzFF/AePtzZIZ1WcU41S57byIXXd6Lb+WdX325LjYmiD5Kx6s0ET0skv0TPz28nE93Nn1HTeqJyQovH1iLv8cep+O57ouZ/RPUmLdY6CyH39kbt0XpbPG7O38zzG55nf/l+hkYNZVa/WSftimPUm9m1Oo/kVdnUVBgJjvGiz8hY4noGcqC4mju/2EpN1l6uqvwblb6KwRMnkXTZWBSVvOAptR5yQa0kSceSyb0TmHJzybn3PvTbt+N/62SC77sPRdN6L6IIIfj8iXX4hnhw+d0Jzg7H7kzFdRR9kIzQqfmtUI+Ll5bxDyehdWu9fyeOVrl0Kbn3zyRgyhRc4i6jZkM+gbd2x7XDme/m6ggldSW8seUNfj7wMxGeEczqN4sLoy5s1LEWk5W09YfYuiKLymI9Gj8ty8zV+NVupHvJJnxDQhl9z0OEtuvg2G9CkppBJveSJB1LTkE5gUtEBDFffI7vxAmULlhI9i2TMRe13pp2RVGISwwiZ08pxjqzs8OxO5dAN7wndMJSZqC3GkZO6X5OJ/bGnBwOPTkbt4QEPC++jpoN+XgOiWyVib1VWPl6z9dc8eMVLM1Yyu09bueHMT80OrEHULuo6HZ+BOMe70dZTy/ySwsYkvsd3Ys3EtF5INc995ZM7CVJkqQ2Qyb3TqLSagl76inCXnqRutRUMq4aR+3Wrc4O66TiE4OwmgVZO0ucHYrdWa2Cv387yNZaC34qBetfBxHWs+eKVlMIk4ncmTNBUQh5+mXKf0rHJcITn+Gtb/Ou3SW7uWHpDTy7/lk6+3fmu8u/457e9+CmcWvyubJLarnmw3X8s2s1HjVfotaUExAzjpL8ASx5bhvJv2VjasLGZ5IkSZLkLOfu9GQr4Xvllbh27kzOPTPImnQTIQ89iN+NN7a6zXBC431w83IhPbmIDkkhzg7Hrjb8lE7m9hKGTOyIjyKoWJZJpV9mq+3j7khF77yDPiWV8DffpPqfCoTJiv/ETiia1jMPUGWs4r1t7/HVnq/w0/nx4vkvMjqu+RtIrdyZz8NfbWJAwd+0r0gjvGMXRt39AN5BweSklbFleSZrvt3PlmVZ9Lwokh4XRuLaitcdSJIkSec2mdy3Aq6dOxP37TfkzXqEghdepC45mbBnn0Xl0XraDapUCnE9A9m3pRCLyYq6lfc4b6w9G/LZuiKLbueH0/0C22Jhc6meqr9zUPu74tnKO8PYU/WaNZR8+BG+V49HceuGIT0Tv3EdcGklm5cJIViWsYxXN79KSV0JEzpN4O7ed+Ot9W7W+UwWK68sT+Pn39YzrvQP3A0VDBh/LQOumohKbdvkKqqLP1Fd/MlPr2DLskw2/pLBtlXZ9LgggoSLo8+a7lGSJEnS2UMm962E2tubyPfepeSjBRS99Rb6PXuJfPcddPHxzg7tiLjEIHatOUTOnjJiurf9VoAFGZX8+Vka4R18OX9ixyMzv75XtMdSbqD8p/2ofXW4dfJ3cqSOZy4uJu/hWWjbtcPv5hkUL0jDrUcg7q3kKk1GRQbPb3ieDYc20C2gG+9d/B7dAro1+3z5FXqmf7EFkfoHV5dvwts/gFGPvERk5xOfMzTeh9F3JVCcU8XW5VlsW5lNyh85dD0vnMRhUXgHNL0USJIkSZIcQXbLaYVq1q0jd+YDCL2esBeex3vECGeHBNi6iix44F869A1h6A2dnR3OGakuM/DNS5tQa1Rc/UgSbp7/nYG1GswUzUvFXKwnaGpPtOGeTorU8YTVysEpd1C7cSMxi5dQsawKYRaEzOiFyt255Sd6s54Pt3/Ixzs+xlXtyozeMxjfcTxqlbrZ5/x3XxGzPlvNgIMrCK/NoeOAwQy7fTquno3/Oy4vqGXryiz2rM8HAR37h9D70hj8QlvP1Tbp3CC75UiSdCyZ3LdSpvx8cmfcS11KCv433UTwAzNRXJxf57viwx3k7i3j5pcHt9ke8GajhR9e30pZfi3jHupDQMSJkzpLpYHC95MRAoLvTETje3buRlqy8GMKX3mFkCefAJckarcWEDSlJzon78z7T84/vLDhBXKrc7k8/nLuT7qfQLfAZp/PYhW88/s+fvllJcNK/sJNJbhk8lS6XXhJs+v1q0r1JK/KZtfqPMxmK+16BdNnZAxBUV7NjlOSmkIm95IkHUsm962YMBopeOVVyj7/HLc+fYh48w1cgoOdGtO+TQWsXLCTqx7oTVh7X6fG0hxCCFYt3MW+zQWMvKMH8YlBp3y9Kb+GwjkpaPx0BE1NQOV6dlWy1W3fQeZ11+F14QX43fYEZV/uweuiKHyGxzotpvyafF7a+BK/Z/9OvE88jw94nL6hfZt9vlqjmZU7C/hs9T48U5bRs2onQbHtuGzGQ/iH22dTttpKIyl/HGTHXzkY9RZiugfQZ0RMm/w/IrUtMrmXJOlYMrlvAyp++ZVDTz6JysODyDffwL1v8xOdM2WsM7PggX/pOTSS88a3vd7fW5Znsv7HdPqPiSdpZGyjjtHvK6P4453o2vkQeHM3FPXZsZjYUl1NxlXjECYT0Z98RfHH+3EJdifojgQUdctflTFZTXy+63PmpMxBCMHUhKlM6joJF3XTr1hZrYINGaV8vymD1I1bCKnKoH1tBh7mGvz6XcJNM+5CrbH/lTBDrYntf+eS8vtB9NUmwjv40mdkDFFd/FtdByzp7CCTe0mSjnV2TUOepXwuvwxdp47k3jODrJtvIfj++/GffItTkgWtm4bIzn6kJxcxaFz7NpWwZKQWs/6ndDr0DaHPiMb3bXft4Iff2PaUfbePsh/24zeuQ5v6vk9ECEH+089gyskh+pNPqFh6CAT4T+zslMR+S8EWnlv/HPvL9zM0aiiz+s0i3DO8yedJL6rm+7+3k7JuHT4lB4jS5zJcmFG5aPGPjKI48wD9B/ZxSGIPoHN3IWlkLAkXRbFrdR7bVmXzyzspBMd40WdELHEJgShttJxNkiRJahtkct9GuHbsSOy333DokUcpfPVV6lJSCHvhedRNWARoL/GJQfz1xR5K82pOWq/e2pTkVrNqwU6Co7246MbOTU7OPfqGYi7TU/XHQTQBrngPjXZQpC2j4sefqPzlFwLvno6lMhhjVjb+Ezqh8Xdt0ThK9aW8vvl1fj7wM+Ee4bx70btN2l0WoKSyhh9XrGXH+vW4F+zF31RGIqDxDaTL4EvpkNSPyK7dURQV6Vs3Et+7nyO+lf9w0alJuDiK7kMi2LMhny0rslg2bzt+oe70GRFDh74hqM6SK0CSJElS6yLLctoYIQSlCz+m8I030EZF2dpldmjZ8piaCgOfzFpDv8vi6Du69W/0VFdt5NuXNmM2Wbl6Vl88/Zq3MFYIQdmSPdQmF+E/sRPuic5d/9BchowMMsaNx61bN0KefpviD3fgnhiM/4ROLRaDVVj5bt93vLXlLWrNtdzc7WZu73E77i6N66lfWlTEqhV/k7ZpA9qC/WiFCauiwiWiPYmDBtJz4CD8wsJbzRUWq8XKga1FbFmeSUluDd6BrvQaHkPngaFoXJrf+UeSZFmOJEnHksl9G1WzcSO598/EWlND2LPP4nPZ6BYd/7tXtmA2WZjwmONnQc+ExWLll7eTyU+v5MqZvQg9ww4wwmylaMEOjNmVBN3aHV28r30CbSFWo5HMiRMx5+YR8/V3lH6ZCyqFkHt6tdhi4d0lu3lu/XOkFqfSN7Qvj/d/nHjfU+/nYLVaOLR3Dxv+XcP+LZtQl+UBUKPxRBvbjX5DBnHekIHo3FrHhlsnI6yCzB0lbFmWSUFGJe4+WhIviabb+eFoz7LF2lLLkMm9JEnHksl9G2YqKCT3vvuo27oVvxtuIOShB1G0LbNj5raV2az9fj83PjcQ78DWu4HPX4v3sPOfXC65pSud+ofa5ZzWWhOFc1KwVJsInpaAS3DrTigbyn/hBcoWfUbE++9jKgynbnsRQVMT0EU3b5fXpqg2VvNe8nt8mfYlvjpfHuz7IKPjRp90dr22soKslK3s3LierJRtYKjFikKBayjauG4MumAww8/vhVbT9ma+hRDk7iljy/IsctLK0HloSLgoih4XRuLq4fyWt1LbIZN7SZKO5dDkXlGUEcDbgBr4SAjx0jHPK/XPjwJqgZuFEFvrn8sEqgALYG7Mm9e5ltwDCJOJwtdeo/TTRbglJhLx1pu4hNoniT2V8sJavnhyPYOv7kDCxVEOH685tv+Vwz9f7aXX8GgGXdXeruc2l+op/CAZRasmeFoCaq+W+VB1Jqr+/JOcaXfid8MNeI26jbKv9+I9PAbvixy7fkAIwfLM5by66VWK64qZ0GkCd/e+G2/tfz9QCKuVwsx00rdt4sDWzRTs3wsIalWuZLlHo47uyvkXDubyvu3wcfLmWvaUn17BluVZZKYW46JT031IBAmXROHhc3buqyDZl0zuJUk6lsOSe0VR1MBeYBiQA2wCrhVC7GrwmlHA3diS+/7A20KI/vXPZQJJQojixo55Lib3h1UuW0beY4+jcnUl4o3X8RgwwOFjfvnMBlw9XBg7s7fDx2qqnLRSfn4nhehu/oya1tMhG24ZD1ZRND8VTagHQbf3QKVtvTPIpoICMsZciSY0lMg5n1A0ZycuER4E3d7Tod1bMisyeX7D86w/tJ6uAV15csCTdAvsduR5Q20NWanbSN+2mYzkLdSWlyFQKHINJsM1itqQjgwd3JtxvaOIDTy7d38tzqlm64os9m8uQKVW0eW8MHoNj8Y7oPVeGZOcTyb3kiQdy5FFnv2A/UKIdABFUb4CxgC7GrxmDLBI2D5hrFcUxVdRlDAhxCEHxnVW8h45El3HjuTcfQ/Zk28l6L57CbjtNocuKIxPDGLLskzqqoy4taKZ64qiWpZ/uAPfEHeGT+7msJ10tVFe+E/sTMnnuyhdsoeA67u0yjaHwmIh78GHsBoMhL/2GmXfZ4BKwX9CZ4fFqzfr+Wj7RyzcsRBXtSuP9X+MqztejUpRUXwwi4xtm8nYtpncPbuwWiwIrRs57lGkBfai2DeOi3u144E+kSTF+LXZnZCbKjDSk+G3dqPf5XFsW5HFrtV57Po3j479Qug9Iga/0LP7w40kSZJkH45M7iOAgw3u52CbnT/dayKAQ4AAViqKIoB5Qoj5Doz1rKBr147Yr7/m0BOPU/T6G9QlpxD+0ouovbwcMl58YhCbl2aSkVpM1/Oa3pPcEYx1Zv73wXYARt/ZA62bYxcpunULwOeyeCp+Safif+n4Xt7OoeM1R8mHH1K7cSNhzz+H4YAa08Eq/K/vjMbXMWUf/+b8ywsbXiCnOofL4i/jnh7TqT2Qw58L55K+bTNVxUUAqAMjyAzvx0ZzCIWuIZzfKYQ7e0cyvGsIrudwBxnfYHeG3tiFvpfFkbzqIDv/zSVtQz7tegXRZ0QsQdGO+f8sSZIknR0cmfmcaLrt2BqgU73mPCFEnqIowcAqRVHShBD/HDeIokwBpgBER7ft3uP2oPb0IOKNNyhLTKTg1dfIGD+eyHfewbWT/dscBkZ54uXvSkZyUatI7q1WwaqFOykvqOWKexLwCWqZha5e50VgKdVTvSYPtb8rXudFtMi4jVG7dRtF776H96hRuCZeRPFHO3BPCsG9R5Ddx8qvyefljS/zW/ZvdFXF8azrHVj+LWTJvOlYTCZcdK64xnahIGwAK6v8KFc86BzqxeTekYxJDCfYu2V77Ld2nn6uDL6mA31GxpDyx0G2/5XLga1FRHfzp8/IWMLb+zo7REmSJKkVcmTN/UDgKSHEpfX3HwEQQrzY4DXzgL+EEF/W398DXHhsWY6iKE8B1UKI10415rlcc38itVu2kHvvfViqqgh7+il8xoyx+xj/fr2Xnf/kMfm1wU5v5bfuh/1sXZHNkIkd6XFhZIuOLayCks93o99dQsANXXHrFtCi45+IpaKC9LFjUVRqYhZ/TfFHe20LgO/uhUpnv5lxk9XE56mL+P7PhYQVaOlSEYK1tBoAv/AIvNr3YLcmgp8O6SjRCwI9dVyZGM5VvSPpGu74Lj1nC0OdmR1/55Dy+0HqqkyEtfchaWQsUV39W00/f6nlyZp7SZKO5cjkXoNtQe3FQC62BbXXCSF2NnjNaGA6RxfUviOE6KcoigegEkJU1X+9CnhGCLH8VGPK5P545qIicu+fSe2mTfhOnEDIo4+ismO7zNy9Zfz4xjYuvb077fs4b1OnPRvy+e3jXXQ7P5wLruvklGTHarRQND8Vc0EtQVN6oo1yXvmEEILcGfdS9ccfxHzxOXWpLtSllRI8LQFtpH3iqiwu4u9/vmfd6l/xzrfgYlGh0miI7p5AQOcEtivh/HhAz4GiGrQaFcO7hjCudyTndwhEI3dnbTaT0cLuNXlsW5lNdZmBoGgv+oyIIT4xqFWu+ZAcSyb3kiQdy2FTrUIIs6Io04EV2FphLhRC7FQUZWr983OBpdgS+/3YWmHeUn94CPBDfYKmARafLrGXTkwTFET0xwspfONNShcuRL9rN5FvvYlLuH3KaMLa+eDq4UJ6cpHTkvv8jAr+/CyN8A6+nD+xo9NmMVVaNYE3daPwg2SKP91J8J2JaPydU2pSvuRrqlauJPiBmVgNwdTt3I/PqLgzSuwtZjOH9qaRnryZ/Vs2UJZjWy7j7i4I69eLvgMvZ6cI5vsdhazdWIIQJfSN9eP28+MZ2SMMH7ezp32lM7lo1fQcGkW38yPYsyGfrSuyWD5/B36h7vQeEUOHviGo5YcnSZKkc5bcxOocUrlyJYceeRTFxYXw11/D87zz7HLe3xftJn1bEZNfHYxa07JJRXWZgW9e2oTGRcX4WUm4eTq/a4+psJbCD1JQe7sQPDUBVQv3ZNfv3Uvm1dfgnpRE6PNvUfR+CtoYbwInd2/yzG5NeRmZKVtJ37aZrJStGGprQKVQ6G/kYGAtSQMvJSF2Ev9LKWXZjnzqTBai/d25qncEY3tFEBMgO7w4mtUqOLC1kC3LsijJrcYrwJXew6PpPCgMzTm8MPlcIWfuJUk6lkzuzzGG9AxyZ9yDYf8BgmbcQ8CUKSiqM0vIM1KLWfpBKpffk0B015arNTcbLfzw+lbK8msZ91AfAiI8W2zs0zGkl1O0YAe6w0l1C33osdbVkXnNNZhLy4j79jtKv8nFUmEgZEYf1N6n/+AjrFby0/eRsW0z6Vs3U5C+DwAPP3/8urTnH5cdrNOm0SmkF7HKDfy1XcWhCj1erhou6xnGVb1t7StlDXjLE0KQtb2EzcsyKcioxN1bS8IlUXQfEuH09TCS48jkXpKkY8nk/hxkra3l0JOzqfz1VzwvvJDwl19C7ePT7POZjRYWPLiaTv1DufA6+3flOREhBKsW7mLf5gJGTe1BXIL9u7+cqdpthZQu2YN7r2D8rmmZcqFDs5+ifMkSoj76CHNFGNX/5hIwqStup/jQVVddRVbKVlvv+ZSt1FVWoCgqwjp0Iq5XEqHdu7Kk7H8sTvsSV7U3HtVXkp7ZCbVKxZAOgYzrE8klXc7t9pWtiRCCvL3lbF6WSU5aGTp3DT2HRtLzoihcPWRp1NlGJveSJB1LTuecg1Tu7oS/+gpuiYkUvPwyGePGE/nO27h27dqs82m0amK6+pORUsQFEzu2yKK+rSuy2LepgAFXxrfKxB7AvVcw5lI9lauyUPu74jMsxqHjVa5YSfmSJfjfOhlNcFfKf92Bx8Cw4xJ7IQRFWRm2ZD55M3l70hDCiquXN3EJvYnr3ZfYnr1w9fTi1wPLmLlxOpWmMsxlA6goHEbXkFAeHx3BFYnhBHvJ9pWtjaIoRHTyI6KTHwUZlWxZnsmm/2Wy7beDdB8SQeIlUXj4OGaPA0mSJMn55Mz9Oa522zZbu8zyckKffBLfcVc16zyHu9WMe6gPofHNvwrQGBkpRSydu50OSSEMm9y1VZeACCEo+24ftZsL8BvfAY+kUIeMY8rNJX3sVWhjYoia9zGFH2xH5eFCyPREFBc1xrpasnakkLF1ExnJW6guLQEgOK4d8b37EpeYRGj7DqhUaoQQLNuznde2vESReTuWugjcKq/hqm4DuKp3JF3CZPvKtqYkt/rIB2KVWkWXQWH0Gh6Nd6Cbs0OTzpCcuZck6VgyuZcwl5SQO/MBatevx/fqqwl5/DFUuqbN7BlqTSx8YDUJl0Qx6Kr2DorUlqR898oW/ELdGTuzNxpt6y8FERYrxR/vxJBeQeAt3XDt4Gff85vNZN04CcPevcR+/x1Vf1aj31+G7uowsg6mkrFtMzm7d2K1mNG6uRPbsxdxvZKITeyDp5//kfPkltfx7ZZ0Fu/9hBrXVSBc6Ki9hulJNzCkQ4hsX3kWqCiqZevKbNLWHUJYoWPfEHqPiME/TC58bqtkci9J0rFkci8BICwWit5+h5L583Ht1o2It99GG9m0nVZ/fnsblSV6rn96gENm0+uqjXzz4mYsZitXz+qLp1/bKS2w6s0UzU3BXGYgeFoCLqH2S6YK33qLkrnzCH7xRapNoai3mthl3MD23L8ACIiMJq5XEvG9+xLesQtqzdFqvGqDmWXbD/H91lw2FqzFNfQnVNpSuvsM5YULHiHOL8xucUqtR3WZgeTfstn5by5mk5X4xCD6jIghOEZelWlrZHIvSdKxZHIv/UfV77+TN+sRUKmIePUVPIcMafSxO/7O4e8v93Ltk/3xD7fvTKDFbOXnt5MpyKhk7MzehMS1vSTEXG6g8P1kFJVC8F0JqL3P/MPJoRUrSHl2NmXt49DjyUXB11FoPEhOWCbxvZOIS0zCO+i/+w9YrIK1B4r5fmsuy3fkoxel+EctxeiaQpRnLE8NeoJ+Yf3OODap9aurNpL6Rw6pf+ZgrDMT3dWfPiNjCLfz1SXJcWRyL0nSsWRyLx3HmJVFzj0zMOzdS+CddxJ4152NapdZU27gk1lr6H9FPEmjYu0a01+L97Dzn1wuuaUrnfo7pm69JRhzqymal4Im0I2gOxJQ6ZpWVmQxm8hN20X6ts1kbN5AaX4eAH7B4VzgdzValSvB9/RG53/8h6t9BVV8uzWHH7flUlBpwMtVoWvnVA6YvkdRBHck3MFNXW/CRS07qpxrjHVmdvyTS/Jv2dRVmQhr70OfEbFEd/Nv1WtaJJncS5J0PJncSydkrasj/6mnqfjpJzzOP5/wV15G43f62bxvX96M1SK45tG+dotl+185/PPVXnpfGs3AsY6r528pdWmllCzaiWtHfwJu7IqiPnnyJISgsqiA7B222vms7dsw1tWh1mgIRE1ATj69nn8RXUk4NesOETi5O64dj/49lVQb+Dklj++35rI9twK1SuHCjkH06VTBqsIP2F++jwsiL2BWv1lEekW2xLcvtWJmo4Vdaw6xbWUW1WUGAqM86TMilvheQahaoAuW1HQyuZck6VgyuZdOSghB+ZIlFDz/ApqgICLeeQe37t1OeczWFVms++EAk14YhJf/mbdJzEkr5ed3Uojp5s/IaT3PmgSjesMhyn/Yj8eAMHzHtENRFKxWC2WH8ijMOEBhZjqFGfspyDiAoaYGAA//ANr17ktcr754pe6g9JXXCHn0UdySRlGyaBeegyPwvSweg9nCH7sL+W5rLn/tKcRsFXSP8OaqXpFc0MWdT9Le48f9PxLmEcasfrO4KPoiJ/80pNbGYrayd2M+W1dkU15Qi1+oO70vjaFDvxDUcmF1qyKTe0mSjiWTe+m06lJTyZlxL5biYkKeeBzfq68+6aX68oJavpi9nvMndKDn0KgzGreiqJZvXtqMu7eO8Q/1Qet29mzLYDGbKfh2O9bkaoqCCkir2EhRZjomgx4AtYsLQdGxBMe1AyD19xVcdu/DdBowGP2uXWROmIjH4MGEvfQmhe9sRe2tI/eKGL5LzuPX1ENU1JkI9tIxtlcEV/WOpEOIB9/v+563tr5FjbGGm7rdxJSeU3B3cXfmj0Fq5axWQfq2IjYvy6QkpxqNiwrvIFc8/dzw9NXi4eeKp68ODz+d7U9fHTp3jSzlaUEyuZck6VgyuZcaxVxWRt7MB6hZuxafq64i9MknULmeeGZ+8VPrcffRcuV9vZs9nrHOzLcvb6a2ysjVs5LwCWq7SajZaKQ4O5OCjAMUZhygIOMAxQczsZhMDAy6gmjPLuzWbEbd3p2QuPYEx8bjHxF1pKuN2WQifetG4nv3Q2U0knHVOKx1dcT++AP5X2djya7iUW8La8trcHVRMaJbKFf1juS89oGoVQpppWk8u/5ZUotSSQpJ4vEBj9POt52TfypSWyKEYP1P6WxdnkVQjBcIqC43UFdlhGN+hWi0Kjx8dXj62ZJ9T1/X/9730+HmpT1rrsI5m0zuJUk61tkzFSo5lMbPj6gP51P8/vsUfzAH/e7dRL7zNtqo42fn4xOD2LoyG321CVfPpi/OtFoFKxfupLywjivuSWhTib2xrpbCrAxbaU39rTgnG2G1AuDq4UlwXDt6jbic4Lh2BEfFYf61lC55fQka2hPdCVoRalxc6Nj/PADynngSY3Y26Y+8wm8f7ebyUiuvU4fV34tXLmnHyO6heLnafubVxmreT36fxWmL8dX58sLgF7gs/jI5qyo1maIo9BsdR3C0F7E9AlG72EpzLGYrNRUGasqNVJfpqSk3UF1uoKbMQE25gUP7KqipKMRq+e8nAJVKwd1He8oPAB4+uiPjSJIkSY0nZ+6lJqv66y/yHnoYgPCXX8Jr6ND/PF+YVck3L27m4pu60Hlg0/ukr/1+P9tWZjNkYkd6XNh6F3nWVVcdTeIz0ynIOEDZoVyo/z/l7uNLSFw7guPa1//ZDu+g4OOSa0uNiaIPkrHWmQm+MxHNCXYNtVgFmz9ajPcbz/F1l2Gs6TSS+XhQGOxK+M3diGzQHUcIwYqsFby68VWK6oq4ptM13N3rbnx0jt05WJJORFgFddUmW+Jfpqe6PvGvLq//s8z2tdlgOe5YNy+X+uRfV18CpMXD97+lQGdTuV5zyJl7SZKOJZN7qVmMOTnk3HMPhl27CZh6B0F3342itrV1FEKw6NG1BEV7MWpazyadd8/6Q/z2yW66DYngwus6OSL0ZqkpLztSUnP4z8qigiPPewUGHUngQ+LaExzX7j+7v56K1Sooy62idsEOLFo1+4ZHUmSxUFZrpKTaSFGVnrQtu3hpxWtk+0WQevdz3JRuRGuF0Ht7o3I/enUkqzKLFza8wNq8tXQN6MoTA56ge2B3u/88JMmehBAY9RZqygxUl5/4A0BNuQF9tem4Y11c1Ufq/Y/O/Lse/VDgq8PN0wXlLC0Dksm9JEnHOrenPKRm00ZGErt4MfnPPkvJ3HnoU1MJf+01NP62vthxCUHsXpOHyWjBRdu4Xu75GRX8+fkeIjr6cv6EDg7+Dk5MCEFVSdGRJP5wIl9TVnrkNX5h4YS170jCsJG20prYeNy9j86KG81WymqNZOdVUlpjpLTWSGm14ejXNbakvbTGSFmtkbJaExaroDtq3ta7Y/p2L09RixHw0KpxVwkeX/MpGhcNwxfP48KNddRU5ON/W48jib3erGfBjgUs2L4AnVrHo/0f5ZqO16BWNa2PviQ5g6Io6Nw06Nw0p9wAz2yyUFNupKb+A0DDEqDqcgM5aWXUlBs4ds5KpVHw8Gm4DqDBB4D6x9x9tLITkCRJZwWZ3EvNpnJ1Jfz553Hv1Yv8Z54lY9x4It96E7eEBOITA9n+Vw4Hd5YS3yvotOeqLjOwbO52PHy1XDqle4v8khVWK+UFh/4zG1+YcQB9dRUAiqLCPzKK8K49cQ+LQR0Uhdk3lHKzmtwaI9trjZTuMVK6de+RpL202kiVwXzC8RQFfN1c8PfQEuChIz7QnWAXd0IwECj0+JtrqS4z0POQP6t0FtQuO1FVVVB34ADGg+i9ngAAE5tJREFU8hyCX30VpVxHzaYMvC6MwrWdLwCrc1fzwoYXOFh1kNHxo3kg6QEC3QId/vOTpJamcVHjE+SGT9DxpWuHWa2CukpjffKv/8/Mf3WZgaKsKjJSirGYrP89UAF3L+1/PgAc6QJ0uCuQrw6XJm48J0mS1NJkci+dMd/x49F17kLujBlk3nAjoY8+QujV16Bz15CeXHTa5N5stLBsbiomvYUrZiTi5qm1e4xWi4XS3IMcSj/AwX17Kcw4QHlOJpb61pOo1Fh8Q6kL6EhZVDD5mkAO4kORXmDMs0IeQEn9zUarVuHvocXfQ0ugq4qOvhDiIwi0GvG31OFjqsPDUIO7vhpdXTWaqiqsB8uxVFRgKS/HUl6OMB1fZqBvPxzX7uMxphmwFG2E+t2B1VYdZd/txyXSE+9h0eTX5PPKpldYlbWKWO9YPhr+Ef3D+tv9ZydJbYlKpeBRn4iHcPwCdbBdoTPUmhsk/fojJUA1ZQYqiurI21eOofb4D+o6d81/kv8TXQmQ7UAlSXImmdxLduHWvRtx331L7sMPk//0M9QlJxPT9QYytxdjsVhPOhMvhOCPRbspzK5i1LSeBIR7Nmlcg9lypMylrH72vLiihrKcbGoOZWEuzEFTlotbVSFqYftFbVI0FGsDKNK2p9ArkCJtEKVaPzxcdfi7aYjQmIlQGelFNUGudfhZ9PiYavE01OBWV42urgZNdSVUVmCtT9SttbUnjVG4uGDy9UH4+qL28cUlJhrXhJ5ofH1R+fig9vW13eq/Vvn4UL26HLgY3/vuwL13AFV//IUhIwistXhPaM+itM/4IPkDLMLCPb3u4aZuN6FV2/9DkSSdjRRFwdXDBVcPFwIjT/6eYzJYGnQA0h8pAzr8QaA4p5raE7QDVbuoTrAOQIeblwv6GjNdB4XLTkCSJDmMTO4lu1H7+hI1Zw7Fc+ZQ/N77ePYwYvC/nLx95UR1PvHi0i3Ls9i3uZABV8YT2yOASr2JshojJfUlLsfWqZfV1j9XY6C02ohBryfQWEKQsZggQxHBxmL8jaWoseIJmFUumF39Ef5xuOo88HPREaAoeBnrcNfXoK3ejaZ6I0pVBaKiAktlJccV7B6mUqH29kbt44PK1xd1cDDqjh2OJucNEvSGXyvu7k2exfO7MhhrpYnyn/aj9tWh6DpjzMqicoSOu9fdxL6yfVwQeQGz+s0i0qv1dhSSpLbMRafGN8Qd35CTt+O1WKzUVhiPdv5p2BK03MChAxXUlBv+0w7U3UtLu97BLfEtSJJ0DpLdck7inT/2siO3krgADzRqW2KmoKAocCRNUxQU2x8nfF5R+E9SZ3tOafD18ccefe2x565/rMH9w+M3PPd/X390PJSj52j4/ImObTj+qc7Ncd/L0XO7btuA99uvsCbhcfzDBX4TerEpo5RwXzcq68yU1RoxZFUTubOGHG+FP3wslNWaMFqOqYMFXCxmAqx1xCrVRBmLCDCW4GooQzFWYjbXHX2dAB+zwKfOgHdFFd7VtbgbzSjHnRFUHh7HJ+O+vqh9j0/OD3+t8vZGUbXcbJvVYKFoXgqmolowCfaHH+Ju72cJ8wxjVr9ZDI0aKi/9S1IbcLgdaGVxHSV51XTuH2a3mXvZLUeSpGPJ5P4YVX8fxCXSi8FfbqK42ohKgd5o6IyaxRiOXH09i35sdmRFUdehqGtQNNUE1xVwe1YoVl0Y+XVz+Oo8D1xrPPDSW4ms86VvxVjMSgm1ytd4Gw146c146c24601o9WYsFgU9Kqq1LlS66ajVHW356Go0411nwMtgxA0rOhcF4e6CyUOL0UOLwVOH0UOLyVOHwVOL0VOL0UOHwVOHycMFq0Z99IPPCZzqOaDZSfUpxzzBOd3qtFz2Ry9cjS68EfYZ0YO7ckfPO3B3aTsbe0mS5DgyuZck6VgyuT+G/kA5pYt34zWhE6sNBgbrdFQt2YP/dV2OdCdp6PDPTwhb2eWR+0ceO/r80WNsjx9+7PBx//ngcMyxpzo34uhjtrviyDGHYzzR+Kc6Nwiswkq1sYpyYxkVhjIqjeWUG8uoNJZRYSyn0mh7rMJYRqWpnCpjBYL/zrx3yU/igowbSdryMt5V2QAYXTzY3PshrCoNSVteQYhqyt11lHi7UuGmo0anxaw6WjEmVBbMOjN1HhaqfayU+QkqfBVq3BSMLsBJEm1xbCFsw+dO8+/+VMee8rhTnPeU8ZziOTe9lm4VcSQNvZAbet7YrLgkSTo7yeRekqRjyZr7Y6Tu+I3QgfFULdnDoP5hVG3IxDxQR+qO3+jXbvxxrz9SinK0Vqflgm0iq7BSZayiVF9Kqb6UMn3ZcV+X6cso0ZdQpi+j3FCORRy/aySAl9aLANcA/Fz9/t/e/QdZVd53HH9/WJZdXH6uYBSQn0Eqg6CVgiYxQqsGDQ02ZhpSG6NxbEkGLTV2YqedTjsdp3SSmWhSJ44ahqbtxKGpP1CTQlsrmIQUlFhEKQ6iLTtqQBcRiOwu7rd/3LPr9XLv7r17f18+r5k73POc5znnu1/O3fnuuc99LnNGz2R863jaW9tpb21nfMt42kem/h3VO5bH/uIl3v3NLzLqsbvQ8mt4vnsWx979H85s72Tbwum8d/xY6qAS7ZOmMDv5MqizpqfWkG8dVdiHbBtN9/vdbOnYwuVTLq92KGZmZlbjXNxnOHvWeTxx91p+e+kajj51gLighSce+ibL19xZ7dBOERG82/1u1sL8cNdhOt/rpLPrg+L9nRPvcDKyr8E+unl0f0E+dfRUFkxc8EGxnla4t7e2M651HM3DmrMeJ5tJs99g74v/yksXz+Hkgb3AXjSsid7h05i16FLOmj6Ts2Z8lInTpjOiNff61aerEU0juHLaldUOw8zMzOqAi/sMU+fNZ/nKO+je/BbvTepi5H+3sHzlHUydN7/s544IjvYc/dAd9b7CPL1w72/rOszJ3uzF+qjmUf2F+ZRRU5g/YX5/kZ5ZrI9vGU9zU/7FeqFmXjiRV5/rovfkSYaNuIB5Sz7F0hs+zvDm8p3TzMzM7HTk4j7DiVfeYfi2Lg7OOcKWzX/P5Vd9iUnbRnNixjtZ59wPJCI41nMsa7GebTpMZ1dnzmK9rbmtvzCfNGoS8ybMS01/Sdr6psj0Fe61tOb5jAUTaG77NL09+5m+YCG/ddPFDBtWu9OXzMzMzOqVi/sMPR1HOXlpC9sfeoRLrlvJ9s2PsHzlHfR0HKVl5liO9xw/9S5616nFet/znt5Tv4EU4IzhZ/TfOT+77Wzmnjn31DvqaXfaW5paKpyJ0hnd3sqZk8fQ+fp5zFk82YW9mZmZWZmUdbUcScuAe4Am4MGIWJuxX8n+a4BfATdGxM58xmZTitVy/m/3Lp64ey0nrpnFrpEHGPvL4Jyn3mbn4m5eGfM23b3dWceNHD4ya1Hed0e9v70l9W/r8Nai4qw3J473cGBPJzMXTPQ3M5qZlYhXyzGzTGW7cy+pCbgXuBLoAHZI2hgRL6V1uxqYnTwWA98FFuc5tizefOVllq+5k5v3fI03D77JuaPPpemKs7ngcBOXnL+sv0jPnAozcrg/CDqQ1rZmZi/8SLXDMDMzM2to5ZyWswjYFxH7ASQ9BKwA0gv0FcD3I/X2wc8ljZN0DjA9j7HlCXpFarnLJ89/sn/5wVqav25mZmZmlks550dMBg6kbXckbfn0yWdsWfUtP+jC3szMzMzqRTmL+2yfmsyc4J+rTz5jUweQ/kDSs5KePXToUIEhmpmZmZk1jnIW9x3AuWnbU4DX8+yTz1gAIuL+iFgYEQsnTpxYdNBmZmZmZvWqnMX9DmC2pBmSRgArgY0ZfTYCNyjlEuBIRLyR51gzMzMzM0tTtg/URsRJSauBTaSWs1wXES9KWpXsvw/4EallMPeRWgrzpoHGlitWMzMzM7NGUNZ17iutFOvcm5mZ1Quvc29mmfxtQmZmZmZmDcLFvZmZmZlZg3Bxb2ZmZmbWIFzcm5mZmZk1CBf3ZmZmZmYNwsW9mZmZmVmDcHFvZmZmZtYgGmqde0mHgP/NsmsscGQIbZnbE4C3igxzINliKuW4wfrl2p9vu/OXe38prsFy5y9XTKUcV8pr0K/h/PcP9TWc2Var+StkbKGv04H21cI1OC0iJpbweGZW7yKi4R/A/UNpy7L9bKXjLOW4wfrl2p9vu/OXe38prsFy56+Wc+jXcOnzl0++MttqNX+lymG5X8OVyKEffvjhx+kyLefxIbZl61NOQz1fvuMG65drf77tzl9h+3wN5r/f+cuvX6lfw/mcs5SKOVcpctgIr2EzO8011LSccpP0bPhrvofM+SuO81c857A4zl/xnEMzK7fT5c59qdxf7QDqnPNXHOeveM5hcZy/4jmHZlZWvnNvZmZmZtYgfOfezMzMzKxBuLg3MzMzM2sQLu7NzMzMzBqEi/shkjRT0vck/bDasdQrSddKekDSY5KuqnY89UbS+ZLuk/RDSV+pdjz1SFKbpOckLa92LPVI0hJJzyTX4ZJqx1NvJA2TdJek70j6UrXjMbPG4OI+jaR1kg5K2p3RvkzSXkn7JN0JEBH7I+Lm6kRauwrM4aMRcQtwI/D5KoRbcwrM356IWAX8LuCl9Sgsf4mvAxsqG2VtKzCHARwDWoGOSsdaiwrM3wpgMtCD82dmJeLi/sPWA8vSGyQ1AfcCVwNzgS9Imlv50OrGegrP4Z8n+63A/En6DPAT4D8qG2bNWk+e+ZN0BfAS8MtKB1nj1pP/NfhMRFxN6o+kv6pwnLVqPfnnbw6wLSJuB/zum5mVhIv7NBGxFejMaF4E7Evu1HcDD5G622JZFJJDpfwt8OOI2FnpWGtRoddgRGyMiI8B11c20tpUYP6WApcAvwfcIsm/DykshxHRm+w/DLRUMMyaVeA12EEqdwDvVy5KM2tkw6sdQB2YDBxI2+4AFks6E7gLuEjSn0bE31QluvqQNYfArcAVwFhJH42I+6oRXB3IdQ0uAT5Lqqj6UeXDqhtZ8xcRqwEk3Qi8lVao2qlyXYOfBT4FjAP+rgpx1YtcvwPvAb4j6TJgazUCM7PG4+J+cMrSFhHxNrCq0sHUqVw5/Dbw7UoHU4dy5e9p4OnKhlKXsuav/0nE+sqFUrdyXYMPAw9XOpg6lCt/vwL82S0zKym/DT24DuDctO0pwOtViqVeOYfFcf6K4/wVzzksjvNnZhXj4n5wO4DZkmZIGgGsBDZWOaZ64xwWx/krjvNXPOewOM6fmVWMi/s0kn4AbAPmSOqQdHNEnARWA5uAPcCGiHixmnHWMuewOM5fcZy/4jmHxXH+zKzaFBGD9zIzMzMzs5rnO/dmZmZmZg3Cxb2ZmZmZWYNwcW9mZmZm1iBc3JuZmZmZNQgX92ZmZmZmDcLFvZmZmZlZg3Bxb9aAJD0taWEFznObpD2S/inP/tMl7S53XDnOPU7SV6txbjMzs0pxcW9mHyJpeAHdvwpcExHXlyueEhpHKl4zM7OG5eLerEqSu9h7JD0g6UVJmyWNTPb133mXNEHSa8nzGyU9KulxSa9KWi3pdkm/kPRzSe1pp/h9ST+TtFvSomR8m6R1knYkY1akHfefJT0ObM4S6+3JcXZLWpO03QfMBDZK+uOM/k2SvpGcZ5ekP8xyzKx9JC2RtEXSBkkvS1or6XpJ2yW9IGlW0m+ipH9Jxu+Q9PGk/S+Tn/FpSfsl3Zacci0wS9LzyXnPkbQ12d4t6bKh/U+amZnVjkLu0JlZ6c0GvhARt0jaAFwH/OMgY+YBFwGtwD7g6xFxkaRvATcAdyf92iLiY5I+CaxLxv0Z8FREfFnSOGC7pH9P+l8KzI+IzvSTSboYuAlYDAj4L0lbImKVpGXA0oh4KyPGm4EjEfEbklqAn0raDEQefQAWAOcDncB+4MGIWCTpj4BbgTXAPcC3IuInkqYCm5IxAL8GLAVGA3slfRe4E5gXERcmP9fXgE0RcZekJuCMQfJuZmZW81zcm1XXqxHxfPL8OWB6HmP+MyKOAkclHQEeT9pfAOan9fsBQERslTQmKeavAj4j6Y6kTyswNXn+b5mFfeITwCMRcRxA0sPAZcAvBojxKmC+pM8l22NJ/SHzch59uoEdEfFGcr5X+ODdhBdIFe0AVwBzJfUdb4yk0cnzJyOiC+iSdBD4SJYYdwDrJDUDj6b9P5iZmdUtF/dm1dWV9vx9YGTy/CQfTJtrHWBMb9p2Lx9+TaffJe/bFnBdROxN3yFpMXA8R4zK0T4QAbdGxKaM80zPo88S8vsZhwGXRsR7GePh1Lye8rsu+aPnk8CngX+Q9I2I+H4eP5uZmVnN8px7s9r0GnBx8vxzA/QbyOcBJH2C1PSXI6SmrtyqpAKWdFEex9kKXCvpDEltwO8AzwwyZhPwleSuOJLOS8YW2mcgm4HVfRuSLhyk/1FS03T6+k8DDkbEA8D3gF8v4NxmZmY1yXfuzWrTN4ENkr4IPDXEYxyW9DNgDPDlpO2vSc3J35UU+K8Bywc6SETslLQe2J40PRgRA03JAXiQ1BSjncl5DgHXDqHPQG4D7pW0i9Tvsq3AqgF+jrcl/VSppTh/DOwG/kRSD3CM1OcVzMzM6poiMt+5NzMzMzOzeuRpOWZmZmZmDcLFvZmZmZlZg3Bxb2ZmZmbWIFzcm5mZmZk1CBf3ZmZmZmYNwsW9mZmZmVmDcHFvZmZmZtYgXNybmZmZmTWI/wfmyae4rAxprgAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plot_solve_fraction(nucleation_total[pysparse], color_by_suite=False,\n", + " by=[\"solver_class\", \"preconditioner\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 932, + "id": "82970b8f-789c-4d2a-8656-8eef18d1e613", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plot_solve_fraction(nucleation_total[scipy], color_by_suite=False,\n", + " by=[\"solver_class\", \"preconditioner\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 908, "id": "4c0056f2-1d1f-4354-9946-4f80beb0d309", "metadata": {}, "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAmAAAAGHCAYAAAAXwu53AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOzdd3hURRfA4d/spveekEKvAUILKIpU6aAUpUkTBQERQakiqAgqCBaKgCgqRYqCYAEV/FCwC0jvJdRQ0rPZvjvfHxMQlSAKIZR5nycP5O7de+euQQ4zZ84RUko0TdM0TdO068dQ1APQNE3TNE273egATNM0TdM07TrTAZimaZqmadp1pgMwTdM0TdO060wHYJqmaZqmadeZDsA0TdM0TdOuMx2AadoNTAhxjxBiX1GP40YkhHheCLGwqMehaZr2X+gATNNuEEKIFCHEvRcfk1JulFJWKMIxFRNCvCuESBVC5Aoh9gohXhBC+Oe/LoQQg4QQ24UQZiHEaSHEt0KILhddo7IQ4mshRKYQIksIsVkI0eqi158RQhwRQpiEECeEEEuL4lk1TdOuJx2AaZr2N0IIDyFEGPAT4AvUlVIGAk2BEKBM/qnTgCHA00A4EAc8C7S46HKfAWuBaCAKGAzk5N+nF9ADuFdKGQAkA98U4qP9IyGEsSjvr2na7UEHYJp2AxNCNBRCnLjo+xQhxLD8GadsIcRSIYTPRa+3EUJszZ9p+lEIkXTRa6OEEIfyZ7J2CyHaX/RabyHED0KI14UQGcDzwFNALtBdSpkCIKU8LqV8Ukq5XQhRHhgIdJFSrpVSWqSULinl91LK3vnXjQBKAXOllPb8rx+klN/n37o28JWU8lD+9U9LKd++aFyxQohPhRAZQoiDQoi+BXxOXwohBv3l2DYhRIf831cUQqzNv84+IUSni857XwgxSwixWgiRBzS60v8+mqZp/5UOwDTt5tMJNcNUCkgCegMIIWoC84DHULNRc4BPhRDe+e87BNwDBAMvAAuFEMUuuu4dwGHULNVE4F5ghZTSXcA4GgPHpZSbLjPWdOBg/r3aCSGi//L6z0BPIcRwIUTyJWafFgMngFjgAeAlIUSTS9znQ6Dr+W+EEIlACeCL/OXStfnnROWf95YQovJF7++W/8yBwPdomqYVMh2AadrNZ5qU8pSUMgO1vFc9/3hfYI6U8pf8magPABtwJ4CU8qP897mllEuBA0Cdi657Sko5XUrplFJaUEFc6mXGEQGcvvhAfg5XlhDCKoQoIVWz2UZACjAVSBVCbBBClMsf00LgCaA58B1wVggxKv9aCUA9YKSU0iql3Aq8g1qy/KtPgOpCiBL53z+ECh5tQBsgRUr5Xv6zbQGWowK681blz8y5pZTWyzyzpmnaNaEDME27+Vwc9JiBgPzflwCezg+AsoQQWUACavYIIUTPi5Yns4AqqCDqvON/uU86UIyC/e11KWV8/jW9AZF/7ISUcpCUskz+GPOA+Re9Z5GU8l5Ubll/YLwQonn+uDOklLkX3eIoKs/sT/LP+QI4n/zfBVh00edyx18+l4eAmMs8u6ZpWqHSAZim3TqOAxOllCEXfflJKRfnzwzNBQYB4VLKEGAn+UFSPvmX660D2gshCvr/xP+AeCFE8pUOUEp5HJiJCv7++ppDSvkRsD3/9VNAmBAi8KLTigMnC7j8YqCrEKIuauPA+vzjx4Hv/vK5BEgpB1x8+yt9Bk3TtGtBB2CadmPxFEL4nP8CPP7Fe+cC/YUQd+SXh/AXQrTOD2D8UUHGOQAhxMNcIgj6i9eAIOCD80t7Qog4IcRrQogkKeU+VJ7ZEiFEUyGEb34O113nLyCECBWqbEVZIYQhPym/Dyr363zyf2shRGD+6y2BysAv+cHaj8DL+Z9HEvAIf8xs/dVq1GzXeGDpRblrnwPlhRA9hBCe+V+1hRCVrviT1TRNu8Z0AKZpN5bVgOWir+ev9I35yfB9gRlAJir5vXf+a7tROVg/AWeAqsAP/3C9DFQw5QB+EULkokpEZOdfG+BxVCmK14AMVML8i0Bn4BhgB0qiZtNyULNutvPjyj/2TP65WcBkYMBFuyS75r//FCrP6zkp5doCxmsDVqA2D3x40fFcoBlqWfIUagl3EmqZVNM0rUgIlSOraZqmaZqmXS96BkzTNE3TNO060wGYpmmapmnadaYDME3TNE3TtOtMB2CapmmapmnXmQ7ANE3TNE3TrrN/U2PophERESFLlixZ1MPQNE3TtOti8+bNaVLKyKIeh3blbskArGTJkmzadLn+wJqmaZp26xBCHC3qMWj/jl6C1DRN0zRNu850AKZpmqZpmnad6QBM0zRN0zTtOrslc8A0TdM07Xa3efPmKA8Pj3eAKugJl+vNDex0Op2P1qpV6+ylTtABmKZpmqbdgjw8PN6JiYmpFBkZmWkwGHTj5+vI7XaLc+fOJZ4+ffod4L5LnaMjYk3TNE27NVWJjIzM0cHX9WcwGGRkZGQ2avbx0udcx/FomqZpmnb9GHTwVXTyP/sC4ywdgGlXLCUlhSpVCgzmNU3TNE27QjoAu024XK6iHoKmaZqm3VScTmehXVsHYNfR/PnzSUpKolq1avTo0YOjR4/SpEkTkpKSaNKkCceOHQOgd+/eDB48mLvuuovSpUvz8ccfA9C5c2dWr1594Xq9e/dm+fLluFwuhg8fTu3atUlKSmLOnDkAfPvttzRq1Ihu3bpRtWpV3G43AwcOpHLlyrRp04ZWrVpduPbmzZtp0KABtWrVonnz5qSmpl44Xq1aNerWrcvMmTOv58elaZqm3eT27dvnVbp06cpdunQpUbZs2cp33313OZPJJH788UffatWqVSxfvnxi06ZNy5w7d854qff7+fnV6Nu3b3xiYmKlunXrlj916pTHrl27vBMTEyudP2fHjh3elStXrgQwcODAuDJlylQuX758Yr9+/eIBOnbsWLJbt27Fa9WqVaFkyZJVFi9eHHx+bLVq1aqQmJhYKTExsdLatWv9AT7//PPAO+64o3zbtm1LVahQoXJOTo6hYcOGZStUqJBYrly5ynPnzg0F2Lhxo1/t2rUrVK5cuVK9evXKHT161PPffDa35S7IIUOGsHXr1n88z+12k56eTnh4OAbD5WPV6tWr88YbbxT4+q5du5g4cSI//PADERERZGRk0KtXL3r27EmvXr2YN28egwcPZuXKlQCkpqby/fffs3fvXu677z4eeOABunTpwtKlS2nVqhV2u51vvvmGWbNm8e677xIcHMxvv/2GzWbj7rvvplmzZgD8+uuv7Ny5k1KlSvHxxx+TkpLCjh07OHv2LJUqVaJPnz44HA6eeOIJVq1aRWRkJEuXLmXMmDHMmzePhx9+mOnTp9OgQQOGDx9+pR+xpmmadiPp0yeBnTv9ruk1q1QxM2/e8X867dixYz4LFy48fNdddx1t1apV6fnz54e+8cYbMa+//vqx1q1bm4YMGRI7cuTI2HmXuJbFYjHUrFnTPHfu3BPDhg0rNmrUqNj58+cfCwwMdP3444++d911l2XOnDkR3bp1Sz9z5oxx9erVoYcPH95pMBhIS0u7ENQdP37c+9dff923e/du73vvvbfC/fffvyM2Nta5cePG/X5+fnLHjh3eXbt2Lb1z5849ANu3b/f//fffd1WsWNH+/vvvh8TExDi+/fbbgwDp6elGm80mBg8eXPyLL744GBsb65w7d27osGHD4j766KOUK/349AzYZaSnp7N7927S09Ov+lr/+9//eOCBB4iIiAAgLCyMn376iW7dugHQo0cPvv/++wvnt2vXDoPBQGJiImfOnAGgZcuW/O9//8Nms7FmzRrq16+Pr68vX3/9NfPnz6d69erccccdpKenc+DAAQDq1KlDqVKlAPj+++958MEHMRgMxMTE0KhRIwD27dvHzp07adq0KdWrV2fChAmcOHGC7OxssrKyaNCgwYUxapqmadq/ERcXZ7vrrrssADVq1DAfOnTIOzc319i6dWsTQN++fdN//vnngEu912Aw8Oijj2YA9OnTJ/3XX38NAOjdu3fa3LlzI5xOJ6tWrQp95JFH0sPCwlze3t7uLl26lPjggw9CAgIC3Oev07Fjxwyj0UjVqlVtCQkJtq1bt/rY7XbRrVu3kuXLl0988MEHyxw6dMjn/PlJSUl5FStWtAPUrFnTsnHjxqABAwbEffnllwHh4eGu7du3ex84cMC3cePG5StWrJj46quvFjt16pSeAfsnl5upupjNZuPzzz+nTZs2eHt7X9U9pZQIIS57zsWvX3w/KdUmFh8fHxo2bMhXX33F0qVL6dq164XXp0+fTvPmzf90vW+//RZ/f/+/XedSY6tcuTI//fTTn45nZWX945g1TdO0f0lKcLnA4zr+FXwFM1WFxcvL68JfPkajUWZlZV0yUHE6nVSpUiURoEWLFllvvPHGqb+ec/7vpF69emVOmjQpdsmSJblVq1Y1x8TEuAC2bt2659NPPw1asmRJ6KxZs6J+/vnn/Re/7+LrTJw4MToqKsqxfPnyI263G19f31rnX/fz87sQvCUlJdm2bNmye/ny5cFjxoyJW7duXU6nTp2yypYta9m6deve//q56Bmwy/D29qZjx45XHXwBNGnShGXLll2YTcvIyOCuu+5iyZIlACxatIh69er943W6dOnCe++9x8aNGy8EXM2bN2fWrFk4HA4A9u/fT15e3t/eW69ePZYvX47b7ebMmTN8++23AFSoUIFz585dCMAcDge7du0iJCSE4ODgCzNzixYturoPQdM0TYP334dp08BmK+qRFIng4GBXUFCQ68svvwwAePfdd8Pr1q1r8vDwYO/evbv37t27+3zw5Xa7ee+990IB3n///fA6derkAvj5+ckGDRpkP/XUU8V79+6dBpCdnW3IyMgwdu7cOXv27NnH9+zZc2HJdcWKFaEul4tdu3Z5Hz9+3LtatWrW7OxsY7FixRxGo5G33norvKDNaikpKZ6BgYHugQMHZgwZMuTM1q1b/ZKSkqwZGRke69at8wew2Wxi06ZNPpe8QAFuyxmwolC5cmXGjBlDgwYNMBqN1KhRg2nTptGnTx9effVVIiMjee+99/7xOs2aNaNnz57cd999eHl5AfDoo4+SkpJCzZo1kVISGRl5IZfsYh07duSbb76hSpUqlC9fnjvuuIPg4GC8vLz4+OOPGTx4MNnZ2TidToYMGULlypV577336NOnD35+fn+bYdM0TdP+pW+/hUcfBbcbSpSAjh2LekRF4r333jsyYMCAEoMHDzYUL17ctnjx4pRLnefr6+vetWuXb+XKlWMCAwNdK1asOHz+tZ49e2asWbMmtEOHDjkAWVlZxjZt2pS12WwCYMKECRdm/cqWLWurU6dOhfT0dM833njjqJ+fnxwyZMjZjh07llm5cmVovXr1cn19fd1/HwFs3rzZd/To0fEGgwEPDw/51ltvHfXx8ZFLliw5NHjw4OK5ublGl8slBgwYcCY5Odl6pZ+BKGhZ6maWnJwsN23aVNTDuCGZTCYCAgJIT0+nTp06/PDDD8TExBT1sDRN0259J09CrVrg5QVDh8LAgXANVlgAhBCbpZTJFx/btm1bSrVq1dKuyQ2KiJ+fXw2z2fz7pV4bN25cdHZ2tvHNN9/821LlxTp27FiyTZs22Q8//HBm4YyyYNu2bYuoVq1ayUu9pmfAbjNt2rQhKysLu93O2LFjdfClaZp2Pdjt0KkTZGXBihVQteo1C75uR02bNi1z9OhR7++++25/UY/lv9IB2G3mfN6Xpmmadh0NHw4//givvw5RUVCIBT5vJQXNfq1du/bQlV5j+fLlKddsQNeQTsLXNE3TtMK0ZIlKun/oIWjc+PrvgNRuSDoA0zRN07TCsns39OsHSUkwYgSYzRAaWtSj0m4AOgDTNE3TtMJgMqldjkYjzJz5R/C1dy9Yr3iznHaLuuEDMCFEOyHEXCHEKiFEs6Iej6Zpmqb9IymhTx/Yt08tP3p7g58fnD4N3brBww/ftnXANKVIAjAhxDwhxFkhxM6/HG8hhNgnhDgohBgFIKVcKaXsC/QGOhfBcIvM+++/z6lTl91de9Nr2LAhumSIpmm3nDffhI8+UuUmqlZVx4xGFXgJoRLyP/+8aMd4A5o2bVp4SkrKv2rpc7Mqqhmw94EWFx8QQhiBmUBLIBHoKoRIvOiUZ/NfL3STJ09m/fr1fzq2fv16Jk+efD1uf8GNHoAVVDVY0zTttvb99yrfq2FDFXDZ7RAeDoMHw7FjUL483H03NG1a1CO94SxcuDDi2LFjOgArLFLKDUDGXw7XAQ5KKQ9LKe3AEuB+oUwC1kgpt1yP8dWuXZtOnTpdCMLWr19Pp06dqF279n++ZkpKCpUqVaJv375UrlyZZs2aYbFYANi6dSt33nknSUlJtG/fnszMTD7++GM2bdrEQw89RPXq1S+ce97Bgwe59957qVatGjVr1uTQoUNIKRk+fDhVqlShatWqLF26FFClJxo2bMgDDzxAxYoVeeihh5BSsmbNGjp16nThmt9++y1t27YF4Ouvv6Zu3brUrFmTBx98EJPJBEDJkiUZP3489erV46OPPmL16tVUrFiRevXqMXjwYNq0aQNAXl4effr0oXbt2tSoUYNVq1YBYLFY6NKlC0lJSXTu3Plvz6VpmnZTO3MGOndWpSYmT1Z5YKGhakbsf/+De+6BLVtUkLZ2bVGPttDt27fPq1SpUpU7dOhQsnz58oktWrQonZuba9i4caNf7dq1K1SuXLlSvXr1yh09etTzvffeC925c6dfz549S1esWDHRZDKJgQMHxpUpU6Zy+fLlE/v16xcPcPz4cY+mTZuWqVChQmKFChUS165d6/9P47gR3Uj7YOOAi5uFngDuAJ4A7gWChRBlpZSzL/VmIUQ/oB9A8eLFr2ogjRo1YtmyZXTq1IkBAwYwa9Ysli1bRqNGja7qugcOHGDx4sXMnTuXTp06sXz5crp3707Pnj2ZPn06DRo0YNy4cbzwwgu88cYbzJgxgylTppCcnPy3az300EOMGjWK9u3bY7VacbvdrFixgq1bt7Jt2zbS0tKoXbs29evXB+D3339n165dxMbGcvfdd/PDDz/QtGlTHnvsMfLy8vD392fp0qV07tyZtLQ0JkyYwLp16/D392fSpEm89tprjBs3DlBNwb///nusVivlypVjw4YNlCpV6kJzcICJEyfSuHFj5s2bR1ZWFnXq1OHee+9lzpw5+Pn5sX37drZv307NmjWv6jPVNE27YTidKvg6d04VW5USAgJg/XqVB1a/Pnz3nZr5atQI8v/Bej306UPCzp34/fOZV65KFczz5vGPTb5TUlJ85syZk9KsWbO8Bx98sOTkyZMjP//889AvvvjiYGxsrHPu3Lmhw4YNi/voo49SZs2aFTVlypTj9evXN585c8a4evXq0MOHD+80GAykpaUZAfr371/8nnvuyR03btwhp9NJdna28Vo+1/VyIyXhi0sck1LKaVLKWlLK/gUFX/knvi2lTJZSJkdGRl71YBo1asSAAQN48cUXGTBgwFUHXwClSpWievXqANSqVYuUlBSys7PJysqiQYMGAPTq1YsNGzZc9jq5ubmcPHmS9u3bAyog8vPz4/vvv6dr164YjUaio6Np0KABv/32GwB16tQhPj4eg8FA9erVSUlJwcPDgxYtWvDZZ5/hdDr54osvuP/++/n555/ZvXs3d999N9WrV+eDDz7g6NGjF+7fubNKxdu7dy+lS5emVKlSAH8KwL7++mteeeUVqlevTsOGDbFarRw7dowNGzbQvXt3AJKSkkhKSrrqz1XTNO2GMGaMCrAmTIBixcDTUyXdDx0KlSurma+yZdX3rVrdNpXwY2Ji7M2aNcsD6NGjR/o333wTfODAAd/GjRuXr1ixYuKrr75a7NSpU39bdgwLC3N5e3u7u3TpUuKDDz4ICQgIcAP8+OOPgcOHDz8H4OHhQXh4+E2ZD3MjzYCdABIu+j4eKLIEqPXr1zNr1izGjh3LrFmzaNSo0VUHYd4X/WEzGo3/efmtoP6dl+vr+dd7O/OrMHfu3JmZM2cSFhZG7dq1CQwMREpJ06ZNWbx48SWv5e/v/4/3k1KyfPlyKlSo8LfXhLhUrK1pmnYT++QTePVV1W6oeXOV9+XlpRpv+/urEhRCwMSJ6vtrMFHwb1zJTFVh+ev/8/39/V1ly5a1bN26de/l3ufp6cnWrVv3fPrpp0FLliwJnTVrVtTPP/9807Ye+qsbaQbsN6CcEKKUEMIL6AJ8WhQDOZ/ztWzZMsaPH39hOfKvifnXQnBwMKGhoWzcuBGABQsWXJgNCwwMJDc392/vCQoKIj4+npUrVwJgs9kwm83Ur1+fpUuX4nK5OHfuHBs2bKBOnTqXvX/Dhg3ZsmULc+fOvTCzdeedd/LDDz9w8OBBAMxmM/v3//1nvmLFihw+fJiUlBSACzlnAM2bN2f69OkXgrTff1fdJOrXr8+iRYsA2LlzJ9u3b7+iz0nTNO2GdeCASravVAmeeUaVlwgOhieegFOnoFw5SEmBF19UyfjR0SpH7DaRmprqtW7dOn+ADz/8MKxOnTp5GRkZHueP2Ww2sWnTJh+AgIAA1/klxezsbENGRoaxc+fO2bNnzz6+Z88eP4C7774799VXX40EcDqdZGRk3EixzBUrqjIUi4GfgApCiBNCiEeklE5gEPAVsAdYJqXc9S+v21YI8XZ2dvZVje+33377U87X+Zyw88t519oHH3zA8OHDSUpKYuvWrRdyrXr37k3//v0vmYS/YMECpk2bRlJSEnfddRenT5+mffv2JCUlUa1aNRo3bszkyZP/sdm20WikTZs2rFmz5kICfWRkJO+//z5du3YlKSmJO++8k717//4PFV9fX9566y1atGhBvXr1iI6OJjg4GICxY8ficDhISkqiSpUqjB07FoABAwZgMplISkpi8uTJ/xggapqm3dDMZlVs1e1WxVatVggKUkn35/O9fvwRHntMVcMPD4eSJW+rVkSlS5e2zps3L7x8+fKJmZmZHqNGjTq7ZMmSQ6NGjYqvUKFCYuXKlRO/++67AICePXumPfHEEyUqVqyYmJWVZWzRokW58uXLJ95zzz0VJkyYcBxg1qxZx7777rvA8uXLJ1apUiVxy5YtvkX7hP+NuNwy0s0qOTlZ6tpS14fJZCIgIAApJY8//jjlypVj6NChRT0sTdO066NHD1i4EN59F6pVU3lfP/wAAweq4Ot//4O77oIXXgBfXxWE+V3TXHgAhBCbpZR/2rG1bdu2lGrVqqVd85v9C/v27fNq06ZNuQMHDvyrCZVbxbZt2yKqVatW8lKv3ZTTdtqNY+7cuVSvXp3KlSuTnZ3NY489VtRD0jRNuz7eeksFX088AbVqqV2Pqanw1FNQvTps3gyxsWpZUgioWLFQgi/t5nT7zIFqhWLo0KF6xkvTtNvPr7+qQOvuu6FvX7BY1LLio49CSIhKwjebYfp0MBigQgV1HLA6rfh4+BTp8K+XChUq2G/X2a9/omfANE3TNO3fSEuDBx9UBVanTlWBVkCAmgk7d061Htq9G8aOVTlfZcpAfj5upiWTOnPr0OXjLticuhfk7eyWCsCuVRK+pmmapl2SywVdu6qlxlmz1OyWnx+8/rpKtr/vPlXh/qGHoHZtFXiVLAlCkGPLofnC5uw+t5tlu5bx+X7dC/J2dkstQUopPwM+S05O7lvUY9E0TdNuQc8/D+vWqZISxYurAOx//4N33oG2bWHVKpUP9vDD4OOjSlMYjZjsJlosbMHvp39nctPJRPhF0Kb89auEr914bqkATNM0TdMKzRdfwEsvQbt2Ktiy21Wdr5EjITkZNm1S9b9eeEEl5FerBl5eWBwWWi9qzS8nf2Fy08n0SOpBpP/1LcSq3XhuqSVITdM0TSsUR46okhNly8Jzz6liq2439OsHERHqnLQ0eOUVNStWrRoEBGBz2rhv8X1sPLaRV5q8QpfKXQjzicBqLdrHudFs2LDBr3fv3gn/fOatQ8+AaZqmadrl2Gyq2KrdrkpP2Gyqple/fpCZCS1bqlZEo0erHpAVK0JkJA6Xgw5LO7DuyDpeavwSDyY+SExADEdTBF5eEB9f1A9246hfv765fv365qIex/V0S82A6SR8TdM07ZobOBB+/13teAwJUbldr78Ov/wCnTur4Ov++6FBAxVVlSyJw+XggWUPsPrgal5o+AIPJj5IbFAs584aadoUBgxQcdytLicnx9CwYcOyFSpUSCxXrlzluXPnhn733Xd+NWrUqFihQoXEqlWrVsrMzDR8/vnngY0aNSoL8NRTT8W2a9eu1J133lm+RIkSVaZOnRoB0K5du1ILFy4MOX/t++67r9SiRYuCi+jRrtotNQOmk/A1TdO0a+rdd2HePNVK6M47welUuxzff1813v74Y5VoP2CAKkVRqRIu6abbim58uv9Tnr3nWTpX7kxcUBy4vBg8GA5HTOPwWcEnn/ajy4Pe1+Ux+qzqk7Dz7M5rWgW2SlQV87z75122yfeKFSuCYmJiHN9+++1BgPT0dGO1atUSFy1adKhBgwbmjIwMQ0BAgPuv79uzZ4/v5s2b9+Tm5hpr1KiR2LFjx+y+ffuee/3116O7d++elZ6ebty8eXPA8uXLj1zLZ7qebqkZME3TNE27Zn7/XdX2uuMOePxxtQR57BiMGaPaC/36qyq++uKLYDRCjRo4DdDzk558vPtjRtw1gm5Vu1EsoBjeRl/mzIGP9n8ArZ6EloNxlL71y1DUrFnTsnHjxqABAwbEffnllwGHDh3yioqKcjRo0MAMEBYW5vb09Pzb+1q2bJkVEBAgixUr5qxbt27Oxo0b/Vu3bm06evSoz8mTJz3efffdsNatW2de6r03i1tqBkzTNE3TromsLJX3FRAAr72mKt07HGqmKzpa9Xw8dkw13fbzg5o1cXp70fezvny480MG3zGYPjX6EOEXQZBPEL/9BsPnfA0dH4XDjWBzPyjfBmpdn8f5p5mqwpKUlGTbsmXL7uXLlwePGTMmrlGjRjlCiH9sQi2EuOT3nTp1Sn/nnXfCli9fHjZv3ryUQhn0daJnwDRN0zTtYlJC9+4qwJo5E7y81EzXk09CTg40bAjffadyw8qUgcREHMGBPL76cd7f+j6P1XqMx5MfJ8g7iDDfMDIzodvTW7Dd3xFxrjIs/QR2dcbTcH2WH4tSSkqKZ2BgoHvgwIEZQ4YMOfPbb7/5nzlzxuu7777zA8jMzDQ4HI6/vW/NmjUhZrNZnD592vjzzz8H1qtXLw+gf//+aXPmzIkGSE5Ovqn3kuoZME3TNE272MSJqubX2LGq7IQQ8Oqrqrn2wIEwZw40bgytW0N8PI64Yjz99dO8veVtelfrzbC6w/A0ehIdEI3TKeg/6ggH72iF0R6Ka+Fq7kr2p3MnQfv2Rf2ghW/z5s2+o0ePjjcYDHh4eMi33nrrqJSSwYMHF7darQYfHx/3hg0b9v/1fTVq1Mhr0qRJuVOnTnkNGzYstWTJkg6AhIQEZ5kyZaxt27bNuu4Pc43dUgGYEKIt0LZs2bJFPRRN0zTtZrR2rap237o1PPCA2qq4bh18+KGqA/bhh5CQAEOHQmgo9rKleOabZ5j+63S6VenG2AZjkVISFxSHwMDcheks82qJwcuO6+31RPrE8OJ4A/fco1Yxb3UdO3bM6dix4+6/Ht+2bdvei79v06ZNbps2bXLPf1+uXDnr4sWLj/71fbm5uYaUlBTvRx55JKNwRnz93FJLkFLKz6SU/YKDb9pdqZqmaVpROXECunWDEiVg/HiwWuHQIVV4tUEDVenebocJEyAgAGulcjz3/QSm/jyVDpU6MLHxRBwuB/FB8XgYPNiyw8Lgn9tCSAruhaswZlVk6lQDycm3R/B1ra1cuTKwfPnylfv27Xs2PDzcVdTjuVq31AyYpmmapv0ndrtKus/Lg4ULVZX7vDwYPFjV9goIUHlfL78MUVGYK5Rm0uY3eeWHV2hTvg1Tm03F6rASHxSPt4c32Tkums7qiqvYz3iuXIrjWD2eGi5o2BCCgor6YW9sr7322qlLHW/Xrl1uu3btdlzv8RSWW2oGTNM0TdP+k6FDVVmJyZNVayEp1TGLBVq0UDlhPXtCzZqYSsTyxoEFjN8wnmZlmjGj5QysTivRAdEEeAfgcEjqv/IEmTGrCPp5Co5tD1K/PnTtqqvfa3/QAZimaZp2e1u4ULUYevhhqF9fBV+TJ8O2bdC/vyrGWrs2dOtGTlQIs858zrPrx9KwRENmt56NzWUj1CeUUN9QpITe777Mdu9ZBO8ZQs5XQ4mMlIwdK6hcWeXzaxroJUhN0zTtdrZjhwqyatZUZSZsNjXb9fHH8MgjsGABhIXB6NFkBngw37SR0evHUDehLu/c9w5u6cbXw5dI/0gApq6bz4dnxuC9vwvZy6ZgNMLkyYJatVQ1C007TwdgmqZp2u0pJwc6dABvb3jjDVVode9elWTfpAls3QqZmchp00gP8eIjuZ1h60dRs1hN3r//fQzCgEQSGxiLQRj4fM9aRnz/CBxtjPh0HkgDgwervK/Q0CJ+Vu2Go5cgNU3TtNuPlNC7Nxw+DDNmqGr2GRkwZAiUKgWRkbB5M/KppzhbOopVYj9Dvh1FlcgqzG8/H28Pb5xuJ/FB8RgNRjad/J0OSzsgzyYSvWEJVpMv9eoJunaF4sWL+mG1G9EtFYAJIdoKId7Ozs4u6qFomqZpN7IpU+CTT2DECEhMVLNfTz+tfm3fHpYsQd5/H6cbJvMVhxn0/WjKhZVjUcdFBHgFYHaYiQuKw8voRUpWCs0+aIkjJ5TYDSs5cySS8HB45hlISgLDLfU37c3lUlX2bxS31I+FrgOmaZqm/aNvv1XRUdOmamui3Q6TJsGuXSoPbMYMZGIiJ/p04lvXYQb8No7iISVY3HExwd7BmGwmigUUw8/Tj3RzOk3ea06WyUbgp5+TuqckRqMqpn/HHWp183a2b98+r1KlSlXu0KFDyfLlyye2aNGi9JIlS4KbNm1a5vw5n3zySVCzZs3KOJ1OOnbsWLJcuXKVy5cvn/jCCy9EAdSpU6dCnz59EmrUqFGxXLlyldevX+8HsH79er8aNWpUrFSpUmKNGjUqbtu2zRtg2rRp4S1btizduHHjsvfcc0/5o0ePeiYnJ1eoWLFiYrly5Sp/+eWXAQArVqwIql69esXExMRKLVu2LJ2dnX1dYyKdA6ZpmqbdPlJToUsXiItTNb3sdjUTtnIlPP44zJ+P9PHm5KjH+c2YymPbxhMTEMPSB5YS7hdOji2HcL9wgn2CsTgstF7UhpSso8gPv8Z1rgpSCh57DO69V+Xu3zB+7pNA1k6/a3rNkCpm7vznJt8pKSk+c+bMSWnWrFnegw8+WHLXrl0+Bw8e9Dl16pRHbGysc968eeG9e/dO++mnn/xSU1M9Dxw4sAsgLS3NeP4aZrPZ8Pvvv+9ds2ZNQL9+/UodOHBgV7Vq1ay//vrrXk9PT1auXBk4YsSI+K+++uoQwJYtWwK2b9++Kzo62vXcc89FN2nSJHvSpEmnnU4nubm5htTUVI+XXnqp2IYNG/YHBQW5x4wZE/Piiy9GT5kyJfWafkaXoQMwTdM07fbgcMCDD0JWFqxYofLAtm1Ts1/Nm8OOHciTJ0l9aTRbw6w8sv1FQn3DWPrAUqL8ozDbzQR6BRLhF4HL7aLrx1355dQv8PEyou13c8ZsoE4dVS6sVKmiftgbR0xMjL1Zs2Z5AD169EifNm1aVKdOndLnzp0b9vjjj6dv2bIlYMWKFUeysrKMx48f9+7Vq1dC27Zts9u3b59z/hrdunXLAGjZsqXJZDIZ0tLSjFlZWYbOnTuXSklJ8RFCSIfDcaHIxz333JMTHR3tArjzzjvzHnvssZIOh8PwwAMPZN51112WxYsXBx46dMinTp06FQEcDoeoVauW6Xp+LjoA0zRN024PI0bADz/A1KkQHQ1nzsCwYVCunOrv+M47pD/ajR2JkfTa8Rx+3gEse2AZsYGxWBwWPAwexATEAPDEmidYtX8VHuteJzK7HampRkJD4dlnb9C8ryuYqSos4i/Fz4QQDBgwIL1169ZlfXx8ZNu2bTM9PT2JjIx07dy5c/cnn3wS9NZbb0UtXbo07KOPPkop6BojR46Ma9CgQe7atWsP7du3z6tx48YVzr/u5+fnPv/7li1bmjZs2LBv+fLlwb179y41ePDgM2FhYc569erlfPbZZ0cK9eEv40b7EdE0TdO0a2/ZMlVqont3VWLCalVJ91JCt27IefPIrX8n29vVpefO8Xh6eLH0gaUkBCfgcDkuNNg2GoxM+mESszbNInj3ELx+H0zqSSMGA7zwgsr78vUt6oe9saSmpnqtW7fOH+DDDz8Mu+uuu0wlS5Z0REdHO6ZOnVqsb9++afnnebhcLnr37p01YcKEkzt27LiwZLp48eJQgK+++iogMDDQFR4e7srJyTHGx8fbAebMmRNR0P3379/vFRcX53j66afTunfvnrZlyxa/hg0b5m3atClg586d3qCafG/fvv26ZuzpGTBN0zTt1rZ3ryqqmpT0x07Hl16C/fth/Hjk5MnYE2LZNrgT3XeOx2WQfPzAUkqHlsbldmF1WikRUgJPoyfzt81n9Dejic1uz6mPpuLjIwBBr17QrBlERRX1w954SpcubZ03b174wIEDS5QqVco2bNiwcwBdunRJnzlzpketWrWsACkpKZ6PPPJISbfbLQDGjx9/4vw1QkNDXTVq1KhoMpmMb7/99hGAkSNHnn700UdLTZs2Leaee+7JudS9Ab766qvAadOmxXh4eEg/Pz/XokWLjsTGxjrnzJmT0qVLl9J2u10APPfccyeTkpJshflZXExIKa/Xva6b5ORkuWnTpqIehqZpmlbU8vJUG6HUVJVo7+8PS5aoZcihQ3F98RmcOMmWaaPpmP4WuS4zyzp/TOXIykgpybXnEhcYR6B3IGsPraXVh62IF7VJeX49EaFepKUJqlVTpcTq1gWj8R9HVCiEEJullMkXH9u2bVtKtWrV0opmRMq+ffu82rRpU+58Yv3FevbsWbxGjRrmoUOHXnaMderUqTBlypTj9evXNxfeSAvHtm3bIqpVq1byUq/dUjNgQoi2QNuyZcsW9VA0TdO0oiYl9OmjZsDeew+CguDnn+G116B1a+x7duK1/yA7nx9I54w5ZDlNLH1gKZUjKwOQa8slKiCKQO9Atp7eSodlHYj1LU3a5M8vBF+BgTB2LNSoUXTB182ocuXKlXx9fd1z5swpsty0onZLBWBSys+Az5KTk/sW9Vg0TdO0IjZ9usr9GjoUqleHlBQYPRoqVSKvTHH8p83iUI/WdAj4nDOWDBZ3/JBqxaoDYLKZCPENIdQnlKNZR2mxsAX+HgH4LP8Ce3YoJrtACHW5u+5SE2va31WoUMF+qdmvXbt27bnSa/z666/7ru2obgw6CV/TNE279fz4o9rh2LChajmUnQ3DhyMNBrIf6ojfW29z6s4qtK22m+OWM8xvO4/k+DoAWBwWfD19ifKPItOaSfOFzTE7LNQ6soz9P5cF1I68Bx6Atm0hJqbInlK7iekATNM0Tbu1nD0LnTqpjPhXXgGbDSZMQB4+TNaIwfi9PoOM2FBadbRw2HyC95rPom7p+gDYnDYEgmKBxbA5bbT5sA2HMw/TPXgOX86pR3Cwqt1avjwMHAgVKsBfKiTcSNznE9q16y//s3cX9LoOwDRN07Rbh8sFnTurIGzmTPDwgPnzYe1asgf3w3vxMqwWEy37B7LLnMKchlOpX7E5AE63E4fLQVxQHAJBtxXd+PnEzwyt+gofPf8gAQGC7GxVZmLsWKhZEzw9i/h5L2/nuXPngnUQdv253W5x7ty5YGBnQefcUjlgmqZp2m1uzBjV6/GVV6BECdiwAWbMIK9Nc+TRo7BnD61GxbPFcYxZdSfQNKk9AG7pxmw3UzykOF5GLwatGcTKvSsZUnsEG14eSFamAadT3WLoULWyGRRUZE95RZxO56OnT59+5/Tp01XQEy7XmxvY6XQ6Hy3oBB2AaZqmabeGVatUW6EHH4QWLeDgQeSYMdgTK2BKLEvwazNpMziCH4wnmV5zLK1rdQWDASklJruJmMAY/Dz9mPT9JN767S16JvXC+e0ofv7eB4/8vy1btFCrm7GxRfuoV6JWrVpngfuKehzapemIWNM0Tbv5HToEvXpBpUpqa2JWFnL4MNxeHqQ93IXgGe/wwMP+fBOUxtRqI2hfu8eF9UOT3US4bzghPiEs2r6IUd+MokWZljRwjWf26yH4+4PTqboVDR0KFSvegK2GtJuOngHTNE3Tbm4WC3ToAG63qojqcuF6bhyG48c5+8pYwt+YzUMd3HwRl8dLVYfSuUZ38FNdbsx2MwFeAUT4RbDu0DoeXvUwtWNr83TVKfRpm4CnpyAvD7y81Opm7drgfV0b1mi3Kh2AaZqmaTe3/v1h+3Z45x0IDcUxeyae320gfcQgApd/ziN3nGFFWclzVZ+gV+VuEBoKgNVpxWgwEhMQw/Yz22m/rD0lQkrwWpOZvDy4AidOCM43i3n0UbX8mP9WTbtqehJV0zRNu3nNmaN2OQ4aBMnJWNd9hefb72Jq1wrjmXM8GbmJD6tKRlcdSL9yXVRpCiFwuBy43C7iguI4kXOCFota4O/pz6yWb/Pt0iRWf2G8UF7irrvg4YchPr5oH1W7tegATNM0Tbs5/forPPkk3H039OuHafdWvJ57AVtSZaw1q/FM2lLm1YShiY8wqFRniI4GDw/c0o3FaSE+KB6T3UTzhc3Js+cxu/VsXMdqM3G8N97eqpNRZKRKKatcWbca0q6tWyoAE0K0FUK8nZ2dXdRD0TRN0wpTRoYqRR8aClOmkJWagteI0Uh/f7L79WLir1OYVRsGlunK02V6QEQE+PqqHY82E7EBsQghuG/xfRzOPMybLd+kkl99nhwYgNOparcaDDBqFNx5p6r9pWnX0i0VgEkpP5NS9gsODi7qoWiapmmFxe2Grl3h9GnkjBmku/PwGPc8nmfOkfHcCF5bP5E3kh08GtWSZ6oORAQFQf7fCya7iQi/CPy9/HloxUP8cPwHXmryEveWaMX4Z0LZt48L9b46d4b77oPw8CJ8Vu2WdUsFYJqmadpt4IUX4Ouvkc8+S1pCGLz1FgG/bCF7xJPM2PwWk6pm09O7Ds/fMxZhNKrZLyHIs+cR5B1EmG8YQ74awoo9Kxh+13A6J3bli6VRfPihSvoSAqpUUaubJUve0K2GtJuYDsA0TdO0m8eaNaqv4/33c7r5XdhXf074ohXkPdiO6baNjC95lK7mMkxsNw3hdKpO2UYjFocFL6MX0QHRTPlpCjN+nUHPpJ48XvtxTh+MYcQIgdGo8rwCAmDcOEhM5EIBVk271nQApmmapt0cjh6F7t2RZcqQOqwftl07KDZpJraaSUyv6WBcwK88kBrGKz3nY7DY1I5Hb2/sLjsAsYGxLN6xmJHrRtK8THPG1h+LvzuOfn2NmM1qZdPlgqeegnvuUYGYphUWHYBpmqZpNz6bDTp0QNpsnHp1HJasNOLHTkYGBzOjZyKjbV9w/xFvpj68GA+nG0JCIDAQl9uF3WUnLiiODUc38PCqh0mOTWZqs6kU8y/OuGc92LpVBV5SQuvW0CW/WoWmFSYdgGmapmk3vieegC1bOPfiaCxB/sSPfxPjuXRmj7qX4ZlLaHHIwPT75+DhH6jK1oeFXejxGBsQy/70/bRf2p4SwSWY2XImpUPL8OknXsyerS7v4aHyvUaPhlKldKshrfDpHzFN0zTtxvbeezB3Llm9OpN7R3Vi5i7C+7ctvPdMSwZnfUjjI/Bu5dEYKyWqqazoaDAYyLXnEhMQQ4Y1gxYLW+Dn6cecNnNIjEzkyAEfBg1Sl/fyUrlfzz+vku91qyHtetABmKZpmnbj2roV+fjjWGolkdm3J2FfbSBg8XKW9L2Lx/icu4/BInd7aN9e9YSMiQFPT0x2E6E+oUgpab6wObn2XGa3nk2t2FrgCKBvX8jMVDsc7XbVzahJEwgKKvxHMjvMnDWdLfwbaTc0vb9D0zRNuzFlZ+Pu0B63ny9pE58lYP8RQia9waetytAz7hdqnZQs31kZx/sjwZwHYWHg54fZYcbXw5dA70CaLWjGoYxDzGkzh3rF6+HvEcyY5+DHH/+4Tb160LcvFCtW+CUnbE4bx7OP4+fpV7g30m54OgDTNE3TbjxS4uzWBeOxY6S/Mw1PlyR09HjWVfWn8x3HqHxW8MUXITg+ek0tO/r6QmgoNqcNAwaiA6LptrwbPxz/gcn3TqZVuVaE+YbzxRcwZYq6hY+PmvF67jkoXbrwWw053U5O5pzEIPTik6YDME3TNO0GZH3xeXxWf0nm8MG4ypUh/ImR/BSQSbu2gjLZRr6e78D99hTcoSGqdH1UNE7pwuFyUCKkBMO+HsbyPcsZVncYXat2JdI/kmNHBX37qnIT/v5gtcKzz0LNmoXfasgt3ZzMOYlE4mX0KtybaTcFHYZrmqZpN5Tc1SvxHj8Bc7NGWDq2JeiN2Ww7u51WPQRxVi++mWPFc+jTOGokqSgqOhq30YDFYSE+OJ5pv0xj+q/T6Z7UnYHJAykWUAyb1UDfvnDmDHh6Ql4ePPQQtG2r2kkWJiklZ0xnsLvs+Hr6kmHJQEpZuDfVbng6ANM0TdNuCFJKMvZvx7dnH5wJ8WSPGYbvZ19y4PtVNO/jSQR+rJ9hIrBpa8wPdQKzGSIikD4+mGwmYgJiWLl3JSPWjaB5meaMqz+OhJAEkEZeew3WrVP3cbuhalVVcDUurvDzvtLN6eTYcvD38udc3jnuW3wffT97BJvTVrg31m5oOgDTNE3TipyUkrNZJ/Hp1gNDnoXM1ybisf8gJ957k6Z9PPD3CuB/c6xExpcna/wzauYrMBCCgzHZTYT7hbP51GZ6r+xNcrFkpjSdQvHg4ngYPNi4UZWYANWT298fXn5Z5X15ehbuc+VYc0gzpxHgFUCePY+eK3tyNu8Maw9/w+f7Py/cm2s3NJ0DpmmaphUpt3RzxnQG7+Ej8du8nczJ43F7eZIx+Tmadnfj6RfE2iXelDC7OLdoqqqSKiVERGB2WAjwCiA1N5V2S9upQqutZlImrAzeHt6kpkKPHipNLCwMMjLgpZcgOVnFb4XJ4rBwynSKAO8AXNJF/y/6s/PsTt5q9CwYfGhTvk3hDkC7od1SAZgQoi3QtmzZskU9FE3TNO0KuNwuTuWewrh0GWHvfojpoU5Y6iaTM3wwze7LwhUQyNffl6Tirm1kvDsdV2w0WKwQH49VOvAweOBwOWi5qCW+nr7MaTOHSpGV8PX0xWaDAQPgxAmVZJ+RAffdB506QWRk4T6X3WXnRM4JfD18EQie+eYZ/nfkf7xSbzgtSjXBYPTG20NXfL2d3VJLkFLKz6SU/YKDg4t6KJqmado/cLqdnMg5gXvHDmKGjsNerQo5jz9CzvQptLjzIOZAX1adqk+NL7eSO2QAtrvvBLMFoqJweBhwu934e/nT6sNW5NhzmN16NjWK1SDQOxC3G+bMgVWr1L2kVC2Gnn0W4uMLt9WQy+3iRM4JPAweeBo9mfbrNBbtWMQTNfvQI/F+oJDrXWg3hVsqANM0TdNuDg6Xg+PZx3FlZxHbexDS24uMSc+TvWoZbWL+R1aQJx95PkTdt9dgubcBpv59VNJ9cDAufz+sTisR/hF0XNaRgxkHmdZiGvWK1yPUV21p3LQJhg9X94qJUb++8gqUK1e4rYbc0s2p3FNIKfH28GbZrmVM/mEyHSvcz8gaPcHgRdT2oYTsfQVcOgn/dqYDME3TNO26sjltHMs+hpRuYgaPxuPIUTJfHU/mod10yHuXM0EGFsUPoeGrH+EqHk/W5PGqX5C3NzIsjDxHHjEBMfT9rC8bj21kYuOJtCjbggi/CEAtNXbpot4SFwenT6te3nffrZLwC4uUknN557A4Lfh6+rLh6AaGrx1OvYS7mXL3YISnHwFHF+Cb9RsBqSvhpE7Cv53pAEzTNE27bqxOK8eyj2EQBsJnfYDfp2vIfbI/Z8N86LznBY4FCxaUG0nTqSsRNjsZb01F+vqqavdRUeQ68ojyj+K5b5/j490fM6zuMLpU6UJ0QDRCCOx2GDQIjhxRSfanTkH9+vDII6pHd2GWnMiyZpFlzSLAK4Bd53bR97O+lAsry9x7X8TLwwfP3P0EHppFXnAt0iuMhTidhH87u6WS8DVN07Qbl9lh5nj2cXw8fPD7eTNBz7+EpdE9nGzdgO6f9mR/iIuFCUNouuRXvPYdIGPaJJxlSqmqqbGxmKSdYJ9g3t3yLm/+8iYPVX2IgckDiQ2MxSAMuN2wcCEsXqwCLQ8PlWw/YQIkJKjvC0uuLZczeWcI9ArkZM5Jeq7oSaBXIPNbzyQov8dRyM6xuD2COBtzPyHF24JRJ+HfzvQMmKZpmlbocm25HMs+hq+nL95pmYT16o+rWAwnxgyi95f92Bls4wP/h2iyMw//Nd9gerQn1hb3XmiybfEUeHt4sz5lPSPWjaBZ6WaMqz+O+OB4jAYV4OzeDY8/ru5Xtizk5KiSE5UqgV8h9r62Oq2cyj2Fv6c/2bZsun/SHbPTzML75xHr5QEefgQdmIan+Qin47pQ4tBrhG4bqnPAbnM6ANM0TdMKVbY1m5M5J/H39MfDDaE9H8OQnc2JKePo/e1QNvtl80F2Ixr7VCJkzvvY7qxNzlOPq2Krvr7Yg/wBOJB+gIdXPUytYrWY0nQKJUJK4GlUlVRzc6FDB/WWcuXgwAF4+GG4915V/6uwOFwOTmSfwNvDG6fbyaOfPsqRzCO803YuFQNCQXjhnf4zASeWkhHRlIjsXxGuPDj7nc4Bu83pJUhN0zSt0GRYMjhrOkuAdwAGYSDw2Rfw/ulXUieMpvfBKfxsOMX7e8rTsF0XQp96Fld4GJlvvHzh/c6IcOwuB7n2XDp+1JGEoARVaDW8zIU6Wg4HPPmkCrrCwiAlBZKSYMgQKFas8EpOuNwuTuacRAiBh8GDQasH8dOJn5jRcgZ3RyWCIxOD207I7uex+cTh4RuD9/G1UPVF8InUOWC3OR2AaZqmadeclJI0cxrplnQCvQMRQuCz8nMCZ7xNZqf76em3hg3ZB3jnh3DuHfgsoROmYMzIIm3xu7hDgsFsxh1bDLPbjkEYuG/xffh4+KhCqxGV8PP0y78PfPwxvPeeCrR8fFRA9uqrKu/Ly6vwnu+06TROtxM/Lz8mbpjIqn2reKbeM7Qv1wLMJ8HoR/CusRgc2ZhKdSHsyGyIawslu4PBqHPAbnN6CVLTNE27pqSUnM07S4Ylg0AvFXwZDx4iZOBT5FWpwEP3nGFdzlbeWutF6z4vE7BkOT6/byf7uZE4kiqD2YwMD8dkdOHj4UP7Ze3JtmUzq/UsaharSZBP0IV7HTqkdjgC1Kihdj2OGwfVqkFQUAEDvAbSzGmY7Cb8vPx47/f3eGvTW/Sq1ouBtR4D61kw+uCb+hm+574jq1g7wlI/QfjGQvXJhd/9W7sp6BkwTdM07ZpxSzepuankOfII9FbNFoXZQli3R3F5GOjeL5w16T/y5hp4sNNYxI5dBH60irxO7TF3ag8WCwQGkufngZ+HL90/6c6B9APMbjObe4rfc6HQKqi6rPfdp95SvTps3qzywDp0gIiIwnvGbGs2aeY0gryDWHNgDWPXj6V5mea82OhFhC0DpAuj7SzB+yZjCahIsDMNYT0L93wCnkHgdhTe4LSbhp4B0zRN066J8zlRZoeZAK8AdVBKgh9/GsO+/fQaVZGVGT8yaS30rvkITh9vQqbNxV61MtnjRqjKqQYDlmB/fDx9efrrp9l4bCMTGk2gZdmWFwqtgmquPWQI7NkDUVEq/6t0adVqKDYWjIXU7cfsMJOam0qgdyCbUzczaPUgqsdUZ2armRhdVnBkg8GL4B1jkMKAZ2Q9DGe/hcRREFazcAal3ZR0AKZpmqZdNafbyfHs49hddvy9/C8c93v7PXyXr6LviIostv7G898KnvBpQF79OwmbPB3p403GjMngYQSHHWtEKAYPT6b+OJWP93zM03WfpmvVrhcKrYLK+/r0U5g7VwVaYWEqIHvtNShZUuWBFQab08aJ7BP4eflxJOsIvVf2JiYwhg/afYCv0RNsZ8Doi9/hufjk7kIW74LH0QUQ1RDKPlY4g9JuWjoA0zRN066K3WXnWNYxXNKFr6fvheOev20h6JkXeKJPDO/57mXEr16MPl6crIF9CJk1D4/jJ8l8/SXcxWIgz4wjIgyXp5GPd3/MtF+nXSi0WiywGAbxx19Xx45Bjx7q9w0awN69qu9jzZoQElI4z+h0OzmZcxIvDy+yrFn0WNEDIQQL2y8k3DcMrOdAGjBk7yA4ZR6uiHvwOPsteAZDrTdB6L9utT/TOWCapmnaf2Zz2jiefRyDwYCvxx/BlyEtnZAejzKqtTczi59m8J5gXtroJG3WaPy++BrfDT+RPeJJ7HXrQF4e7uAgLD4e/HriJ0auG0nT0k0Ze89YEoIT8DD88VeVxQKtW6v8r7vugvXroVEj6NVLlZwojPx2t3RzMuckEonT7aTXJ704k3eGjx78iFKhpcCeA8483FISsWss0jsco6cfpB2Buz4E70JMSNNuWjok1zRN0/4Ti8PCsexjeBg98PG4aN3P5SKkd38mVjzHq9Xz6Jsay+vLsskaPwbj4RSC3l+MpUUT8h7pATYb0ssLU6A3h9IP0fezvtQoVoNXm75KidA/Cq3mX5annoJdu1Se1/79Kv/r5ZdV8FUYrYaklJwxncHmtOFp9GTAFwPYfnb7hR2ZuOxgO4vb6IP//lfxtKZiKNYCUr+C8oMgqv61H5R2S9ABmKZpmvav5dnzOJZ9DC+jF17GPxfbCpwwmTddP/JCfTfdreWZ/fYpTE88htPPh9DXZuEsVYKsl54DtxucTkyhfpwzp9Ptk27EB8Uzs9VMyoWX+3NQB3z+OcyZowKt4sUhIwOmTFHJ9/7+FIoMSwY5thz8vfwZ878xrDu8jgmNJ9CsTDOVjGY7ixsjpK4j9PQXiNjWcOITCEuGik8XzqC0W4IOwDRN07R/JdeWy/Gc4/h6+v5phgrAe/XXzPt+BqOaQgfPJN6bvB9b08aY7q5N6JtzEA4nGTOnIP39wGIhLywQk7TTZUUXvI3ezGkzh8SIxAuFVs87eRIeekjFPPfdBz//DI89BvXqQXh44TxnjjWHs3lnCfAKYMZvM1i4fSGDag+iV7Ve6gR7FtJhwWw+Q+zBV8G/DJgOqnyv5Jlg8Lz8DbTbmg7ANE3TtCtmc9pINaWqvo6GP6/5GQ+nsGzGAIa0hNYBtVg86RCyTGmy+vUgeMFHeO3eR9bkF3CVLgnmPCxBfli9jfRc2ZNsazZz2sz5W6FVUP0dW7SAvDxo3Bg++0zV/Ro0qPBaDVkcFk6ZThHoHcjyPct55ftX6FCxAyPrjVQnuKxIaxq5LknJQ69hcJkhqDzk7IUaU8EvvuCLu21g9C34de22oAMwTdM07YqcL7LqafDEaPhLoS2rlc/HPMDAe63cG1CNpbPT8BBGMsYOx/eHX/H//Cty+/fB2rQRWK3YvTywBfry+OrH2Z++nzdbvMldCXcR6hP653u6Vd7Xzp0QH68q3/v6qpIT8fHgXQjdfOwuOydyTuDr4cv3x77n6a+f5u6Eu5nafKrajSndYDlDrttJbPpXeKX/AMVaQOoaKNUTYlsVfHGnRQVf3oU0bafdNHQApmmapl2Rc3nnsLvsF5pgX+zrsd3oVyuVhh7lWLbaH7/Dx8l4fhSGc2kEz3gHa707yX2yPziduNxOrGFBjPv2uQuFVluUbUGUf9SFWl/nff45zJ4Nnp6qwfbRozBhAlSsCIGB1/4ZXW4XJ3JOYDQYOZBxgL6f9aVcWDneue+dP3LdrBmY7LmEubIJ3P86hFSHsxsgqCJUGVfwxd12EIBvIW3X1G4qOgDTNE3T/lGuLZdMSyYB3gF/e+2b2SN5NPoX6jqiWXyiLqH/+5GcJ/rhDA0ibPJ0XFERZE6dCEIgrRbywoOYuWUOy/cs56k7n6JLlS4UCyz2t+Dr5Eno2lXlfXXvDqtXQ6dO0KqV2v14rWMYt3RzKvcUUkrSLen0+KQHAV4BzG8/nyDv/GVRp5k88yn8PQOJ3DUWYfAG6VTLirVnF7y0KN3qHL84MOgKUJoOwDRN07R/YHfZSc1N/VOF+/O+XfcOj+QupHa2PwvD+hI9ZwHmlveSd88dhM58F0NWNpkzXkWGhoDZTG6QD8sPf8GM32bQrWo3BiYPJC4o7k+FVuGPvC+zWf360UdQpgw880zhtRo6l3cOi9OC3WWnx4oe5NnzWNh+IbGBseoEtxNL7lG8vYKJPbEAkbMbIupA9k5ImgCB5S59YSnBmQs+xcBYSGX6tZvODR+ACSFKCyHeFUJ8XNRj0TRNu924pZtTOafwMHr8Le9r487V9NnyHEnpHixIep7iz7+Oo0I5svo8RNAna/D+7XeyXhiNo3IltePRx8jGzG2MXT+We0vdqwqthiT8LZnf7YahQ1XeV0KCmglzOOD119X3voWQv55pySTTmomnwZNHPn2Ew5mHeee+d6gUWenCOZa8kxgNRuLsJxEH50B4XTizHuLuh+KdC764Kw+8wsErqOBztNtOkQRgQoh5QoizQoidfzneQgixTwhxUAgxCkBKeVhK+UhRjFPTNO12l2ZOw+6y/60m18/HfuThNY9RIR0+rPo8JcZPQ3p5kvnMEHx27SVg0TLyuj2ApUNbcDiwuO1sdZzgiS8HUyOmBlObT6VkaMm/1RADWLlS1fvy9IR77oEdO2DUKLXzMTT0b6dfNZPNxGnTafw9/Xnqq6f46cRPvNb8NeoVr3fhHKs5DeHIJd4/EuPvT4JPFJgOgW8sVJ9U8Hqoy6JmvXx0NXztz4pqBux9oMXFB4QQRmAm0BJIBLoKIRKv/9A0TdM0UHlfGeaMvy09bj61mV4fdaNkhpuPQx6j+Idf4HHiJJnjRiBsdkImT8NevSrZzwwDtwubJZcDXrn0Xf0YcYFxzGg1g9Ihpf8W1MEffR6lVHW+Fi+Ge++Fbt0gJuba531ZnVZOmU4R4BXApB8msXLfSkbVG0WHSh0unGN35OG2niY+tAweO8aCJRV8osGeAbXngGcBuwHcDkCqIE33gtT+okh+IqSUG4CMvxyuAxzMn/GyA0uA+6/74DRN07Q/5X1dnBz/++nf6bz0AaIzHHx2sj4xZ834bPyJnMH9ccTFEDbxNaSvLxnTJoOXJ87cHE74OnjkywF4Gj1VodXIxEsm81ssf+R9tWoFS5aoZPuJE1W9L89rXNfU4XKoBttGLxZsX8DM32bSI6kHg2oP+uMcpx173ikSguLxOv2VqnIffgdkbYPE0RBa7dIXl241++Wrk+61S7uRQvI44PhF358A4oQQ4UKI2UANIcTogt4shOgnhNgkhNh07ty5wh6rpmnaLet8va+/5n2lmdPo+VE3LG47Q/eHEVq7PoHvLsDcuhl5DeoSMus9jMdPkjltEu6YKNymXM54Oej/7bALhVarx1Qn2Cf4b/d0uWDwYNizR9X3ys6GzEzVaqhEiWtfcsLldnEy5yQA64+sZ+z6sTQt3ZQJjSdcCDidbidWy1kS/ELwdplh62jwLw2ZmyGqIZTtV/ANnCZVbsJDF1zVLu1GCsAuNbEspZTpUsr+UsoyUsqXC3qzlPJtKWWylDI5MjKyEIepaZp2a0s3p2Nz2f60RGh32en3SR/yLDlMWgud4poRMnEq9sQKZPXpRsDa7/Bdv5GckUOw166JtFpJl2ae2jThQqHVuxPuJtzv0gVIP/oI3n1XzXLdfz/88AMMGAB33w3X+n/pUkpOm07jcDvYfW43A1cPpFp0Nd5q/daFDQEutwuzNYsEby98vUNh8xPgsoHbAp4hUGtawcuKThN4hYLX3wNNTTvvRpoXPQEkXPR9PHCqiMaiaZp2WzLZTKRb0gn0+vOU09i1z/DLmc0s+lTQplY3/L5ej/TxIWPUELyPnSLwrXcxt2lOXq+u4HKRY8ni+YNz+P74D7zS5BValG1BpH/k32p9gapu36ePyvt64gmYMQNq1oSBA1XJiWvdaijNnIbJbiLNnEbvVb2J8Y/h/XbvX+g/6ZZuTLYc4j0M+HkFwqG3If1nCK6qSk7ctaTgSvYuCxi9wUdPBGiXdyPNgP0GlBNClBJCeAFdgE+LeEyapmm3DYfLQaopFT9Pvz8FSvN/f5+FuxczaiO07DoOr30HMJ4+S+a44QhPD0JfmISzfBmyJ4wFwJybzhsnPmblgU8vFFqNCYj5W60vAJNJ5XtZLOrXjz8GHx/VaqhYsWvfaijbmq1m+Jw2uq/oDsCCDguI8FO7FKWUmGwmYj19CPT0Vs2197wKgRUgeweUexyi6l364jrpXvsXiqoMxWLgJ6CCEOKEEOIRKaUTGAR8BewBlkkpd/3L67YVQrydnZ197QetaZp2C5NSkmpKxSAMf6rL9dPxnxj7v2dpvR9GVOuP52+b8fnxV7IHPIK9bClCX5wCLhcZM6Yg/Xyx5maw4Ow63t7xHl2rdL1QaPVvvSNRtb0efxz274e4OPDwULsgX34ZypaF4Gu8gmd2mEnNTcVoMNJ7VW9Om07z/v3vUzq09IXPINeeS5RPIMEGB0gBvw1UZSTMxyC0JlQaXsAH6AaXNT/p/hrvFtBuSf9qCVIIYQACpJQ5V3NTKWXXAo6vBlZfxXU/Az5LTk7u+1+voWmadjtKN6djdVoJ8Ppjd+KJnBM8tqwHZdIlbxva4ZGZS8CKz5GAO9CPkHcW4rV7H+lzXsdVIgGH2cQXaT/x4qbXaFKqCePqj7tkoVVQy40ffgjz56vAq2dPFXh16wbNmkF09LUtOWFz2jiRfQIvDy/6f96fbWe28U7bd6gVW+vCOSa7iXDvEMLIUy2FdrygZsB848GRDbVnFbyj0WkC3xiddK9dsX+cARNCfCiECBJC+AO7gX1CiAL+CaBpmqbdbMwOM2mWNPw9/f907JH32+O0WVh29A78Q6MIfG8Rea2akfnMUAwuN34rvyB3UD9sjerjstvYeOY3hv02keox1ZnabColQkpcstAqqCr3/fur3z/1FEyfrma9RoxQeV8e1zBD2el2cjLnJB4GD1747gXWHl7Li41epHnZ5hfOybXlEuITQoTRDUg49z0ceR8CyoHlBNR4FfziC7hBXn7Sfci1G7R2y7uSJcjE/BmvdqjZqeJAj8IclKZpmnZ9OFwOTuWc+lPel5SSp+d3Z7f9FAt+L0XxxDsJnv42liYNyB7wMK7yZQl+bSbWBneTO6gv0uVi6+mtDNoynrjAOGa2mknp0NL4el56NigrC9q1U/0emzdXTbYdDnjzTbUU6ed37Z7vfEkNieTd399l/rb5DEweSO/qvS+cY7KZCPQKJMrTF+HIAacVtjwF3hFgOgAlukFc20vfwGUFo5dOutf+tSsJwDyFEJ6oAGyVlDI/y1DTNE27mZ0vxyCE+NMy4YyVz/Bp9i9M3BJCvToPEDx5Gta6tcl88jEMUhA2eDSu6Cgyp0wAg4FDZ/fR//fxeBq9eLvN21SMqEig96ULd9ntqsL94cOqsn10tJoNe/ZZqFwZwsKu7fOdMZ3B4rCw5uAaXvr+JdpVaMfoe/4oKWm2m/H19CXGPxxhPwNGP/h9GNjS1I7GwPJQ9YVL38DtBFw66V77T67kJ2YOkAL4AxuEECWAq8oBKyw6CV/TNO3KZVozMTvMf5qpWvvjAl45Mp9u+7zol9yfkJdew169CpkjBiP8/Qgf+BSGnBzyundGBgdxJuMY/bY8T5Y9h9mtZ1M9pjqhvpdu2Oh2wzvvwLJlYDSqMhMLF6qcrwcfVLser2XJiUxrJtnWbLae2cpTXz1F3fi6vNb8tQu7MS0OC55GT2IDimGwpoE0wLGP4PRXKp9LuqD2W+BxiSk56QaXWSfda/+ZkPLfTWYJNUdtzN+1eENKTk6WmzZtKuphaJqm3bDMDjPHso4R6B14YenxwIGfabviASqkCT4tNpSYidNwlClJ+sRnkWFhhI96Hq9Nv2Pq25vcQX3Jdpro8/0INmXsYHbr2bQu35po/+hL1voC+OUXqF9fzYKNGAHvvacCsVWroGJFCAq6ds+XY83hlOkUJ3JO0GFpB2IDY/mk8ycXqvBbnVYAigcXx8OZp/o72tNhfXPwCATraUiaCKV7X/oGjhzVD9K7ELqD/wdCiM1SyuSiHod25f51mqNUEdsNG3xpmqZpl+d0O1Xel9cfeV+ZaSfos6QbflLyQXhfoifNxBlXjIwXn0FGRBA6YQrev2wmc8qLWO5rhdVuYfivE/k57XdeafIKzco0I8o/qsDg68wZ6NRJBV8NG8KPP0JGhpoBK1Hi2gZfFoeFVFMqOdYcenzSA39PfxZ0WHAh+LI5bUgpVfAlXWA9AwYf2PSEWla0noViLaFUrwI+wDxV5V4n3WtXQS9aa5qm3UaklKTmpv4p78tpNTN4eitOeNuY725Pxekf4g4JJn3S87gjwgmeMRfftevJHvM0lvta4XK7mLj5Nb449S1D7hhC58qdiQ2MvWShVVDJ9v36qRpfkZFQrRp8/z0MGgR16kBExLV7PrvLzomcE9hddnqv6o3JbmJBhwXEBcYBatOB0+0kITgBT4NRzXQJD9g/DTJ/B4O36uFYY9Kl62C4rGrJ0eca18nQbjsFBmBCiGLXcyCapmla4ftb3pfTyauT7uN/wem8nlmHJu9/i/TyIn3yC7gjwghc8gn+H60kd8Aj5PXqhlu6mbX9XeYdWUHXKl15vPbjBRZazb8806bBp5+q/K6nnoJZsyA5WQVlsbFqGfJaON9g2yVdDPhiAAcyDjC37VwSIxPVWNxOrE4rCcEJqjyGLUP1d8zaAfumqV2PLjPUfAO8LtFqSCfda9fQ5ZYg5wkhQoFvgS+B72/kvC9QSfhA27Jlyxb1UDRN0244FoeFs6azf+xQdLn49I3+zAjcw4Czxem3IgWcTtJffwlXsWj8135H4Jz3yOvcgdwhA3BLNx/tW8nLu+fQqERDxt4zVs0kGS+dhC4lfPcdjBmjvn/iCZg9W7UamjpVJd37+Fzyrf/a+Ur+LreLMd+M4YfjP/BmizepX6K+elS3C4vDQkJwgmoy7rSonY4YYMsQVUDVlgYVnoKIupd+GJcZ/IurshOadpUKDOGllC2BhqgArD3wsxBihRCinxCi+PUZ3r8jpfxMStkv+Fr3r9A0TbvJOd1OTuWewtfTV+Vpud3sfH8yQ9xraJgRxJQv3Biyc8h4dTzOhFh8N28j+JXXsTRvQvbzo5DA1tStjN76KgCtyrWmZGhJvD0KbtZ49Cj06KFmwerWhSNH1LFXXoFSpSAk5No939m8s5gdZt789U1W7F3ByLtH8kDiA4CqBZZnzyMuME413Ha7VNK9wRt2PAd5KWppMeIuKD/o0kuLzlzwibr0jkhN+w8um4QvpbSiZr++BBBClAJaAjOEEDFSyjqFP0RN0zTtapyvhyWRarbK7Sb9s6X0PjGDYsKTxd+E4pt6ivTJL+AoEY/3oaOEPPMitjtrkzl1AtJgIDX7BIN/G4+/lz+j73iG3tV7F1hoFSA3F/r2hdRUCA2Fe++FF1+Ehx6Cpk3V7Ne1SqHKtGSSac1k5d6VzPh1Bg9VfYgn6jxx4dlNdhOxgbEEeOe3WbKlqRITZ76FY0vUrkejD9SYAsZLBJQuc37S/Y2x41G7NfyrXZBSyiPAW8BbQgg9B6tpmnYTyLJmYbKb1NKjlDh++oG+348kJ0KwYX080XuPkTHxWewVyuJ1LoPQoaNxVCxHxltTwMuLHHMGozZP4rg5lXn3z6Nl2ZZE+BecOW+3w+TJsG6dCrJGjVLB1/lWQ8WKXbtWQyabiTOmM/x04ifG/G8MTUo14aUmLyGEQEpJji2HmIAYgnzyt1k688CeAY482DYKPALUseqvgt8lFndcNhBG8I7SSffaNfWfswillPZrORBN0zTt2rM4LJzJO4O/lz9Iidi9h7Hze/NLMRfzfi9OjZ9TyHxmKLaqlfAw2wh7fBjumGgy3pmODAjAZMnh7d0L+ObMT4ysN5LGpRoT7neJBPV8brdqLfTyy+r7fv1gwQLVamjaNBV8+fsX+PZ/xeq0cjL3JAcyDjBw9UCqRlVldpvZF3Z35tpyifSL/KMwrNuplh6FD2x9GuzZqol26V4Q2/zvAZbbCdKRX2z1Gu0U0LR8ehuHpmnaLcrldqm8Lw9fDMKAOH6CRS93Y0EFK8/uj6HT6qNkP9kf6x21MGIgfMBTSB8f0ufNxB0ehsmWw4bjG3lj/3zaVWxHn+p9iAmIKbDWF8D+/Wrp0eWCGjVUCYqdO2HsWKhUCcILjt3+FYfLwcmck6SaUnl41cNE+0fzQbsPVI4XKvgK9Q39I1iUEixnVCO9lPlwdoPayRhSHSo+DYa/LOqcT7r3i9NJ91qhuKIATAjhK4SoUNiD0TRN066N83lfgMr7OnuWLaN6MbL6Oe4/HcILi0+T3a8n5ib1Mfj6Ev74MITVSvq8GbjiYzHb8ziRlsKQbZOoGlWV8Q3GEx8cX2C5CYDMTOjTB9LSIDBQFV5dsEA13H7ggWvXauh8YJluSefhVQ/jlm4WdFhApL9qiG2ymwjyDvpzYVhHrkqkN6XA7lfA6KsS6pMmgmfI32/iNOUn3V+j6TpN+4t//KOQX9phK38k4lcXQnxayOP6T3QvSE3TNCXblk2OLUclymdnkz5qMD0q7yPR5MvCeVnkdelIXtsWiIBAwgaPwnD6DOlvv4mzfFksDguWnAwe2zoeHw8fprWYRumw0qp2VgGsVnjhBfjpJ/X9M8/Aa6+pZtvjx6vgy7vgDZNX7HxgmW3NZsAXAzide5r3271PmdAyAOTZ8/D39Cc64KKWSC57fsFVA/w+RCXguyyQOBpCK/996dFlVrlhOuleK0RX8m+R54E6QBaAlHIrULKwBnQ1dBkKTdM0lRt12nRa7fozmZAvjqdL1EaE0cin8yzQsiW5XdpDSChho57Hc+8BMqdNxlGzGhanFfLyGLl3Oim5x3mt2WskxSSpHLICOJ3w8ccqxwuge3eVB5aRAa+/DgkJakbsWkgzp5FlzWLEuhH8nvo7M1rNIDlWtUA0O8x4e3gTExDzR1V+KVXwhRH2TIXsXSqvK+FBiG8H4i81zFw2wKCaceuke60QXUkA5pRS6iklTdO0m4DL7eJUzil8PHwwWKz4zJzDwJwl7IuAjxa7iE5uQE7PzhAWRuiLr+L98yayXnkeW8N62Fx2hDmPd1O/YM2xbxh19yialmlKqE/BM0FSwtatqq0QqDyviAjYuFEVXk1OhqhrtIEw25pNWl4ak3+czFeHvuLFRi/SslxLQG028BAexAX+pSq/PUsVXc34FQ69owKuwApQYaia5frTw7hA2lXel0661wrZlQRgO4UQ3QCjEKKcEGI68GMhj0vTNE37l6SUnM07i1u68bK78F76Ma/99BqfVoQ3voS6sXeQ9VhviI4meMY7+H79P7KfeRrL/a2wuxy4zLlsyjvIy79Pu5B0f7kG26CabPfrBzk5qqp9376q1VDt2ur316rVkNlhJtWUysIdC/lg2wcMSB7AwzUeBlRzbYH4e0skl1U12nZZYMswVU7C4AFVnwP/uD9HhVKqchQ+sZeuBaZp19iVBGBPAJUBG7AYyAGGFOKYNE3TtP8gx5ZDti0bP7cBz6/Xse69cUysD322wCOuamQOegQiwglc9DH+S1eQ+9jD5PXuhsPtwG7OwWRw0uf74VSNqsqLDV8kLrjgHo8AJpNqM/T77yp+GTFCLUP6+MCUKRATA74F12q9YjanjRPZJ1h7aC0vff8S91e4n2fueQZQzbddbhfxwfF/bokk3fnV7j1gx/NgPaWWHis+DaG1VAPuizlzVS9Ir2u0Vqpp/+AfS+FJKc3AmPwvTdM07QZkc9pU3hdeGH/5jWPjh9Gnk4O7jsPrKRXIerovREWp/o6z3iXvwXbkPvU4TrcTmzmXQJ9gWq3rho+HD2+2ePMfk+7tdrXDcd489X379mopMiVFzYCVKqUq4F8tp9vJyZyTbDq1iae/fpq68XV5vfnrGIQBh8uB3WmnREiJv4/Vmq6S709+ASdXAQKKtYSEDuD5l6VHl0VVw/e+RjUyNO0K/GMAJoRIBp5BJd5fOF9KmVR4w9I0TdOulMvt4mTuSbylAY9de3A/NYSObfIIs8DiX4uTN3QgMiYG3y3bCX5pKpamjch+YTQu6cZsySHeN4pOm0ZyNPso77Z9l+ox1S/U07oUtxt+/hmGD1fLi8WLQ9Wqardj9+7QpIma/bravC+3dJOam8q+9H0MWD2AUqGleOe+d/D28MbpdmJ1WikeXPzv/SidZrCng/Us7HxezXb5xkLFIX8Pstx2QOike+26u5JmEIuA4cAOwF24w7k6+SUz2pYtW7aoh6JpmnbdnM07i8tuw/doKoGDh9Gq3hnO+EnWr47C64khuKOj8T56gpDRL2C7oxaZr03EbTSQZ8khzjOcl499yJpDXzKm3hial21OiE9IgfeSUjXU7tdPlZ4wGuHJJ1Wh1XLlVFAWEwOengVe4oqcz2dLyUzhkU8fwdfDl4XtFxLiE4LL7cLsMJMQlPD3fpTnG20j4PcRKq9LGKHKOPAv+eelR+lSAZh/CZ10r113V5IDdk5K+amU8oiU8uj5r0If2X+gy1Bomna7ybHmkG3OwP9sJqHDxzKs+F42lJC8/V0QJfsNxx0Rjme2idDBI3GUL0vGrNeQXl6YrDkUMwaz1rmPl36aRPuK7Xm05qNE+kdeNuk+PR1GjoR9+1S1+yFD1DKk3Q5vvqnqfl2LkhOZ1kxOZJ/gsS8eI9eey/z284kLisMt3ZjsJuIC4y5dGsN2VgVWh9+FjF8AN1QYBGE1/1xUVcr8YqvFdNK9ViSuZAbsOSHEO8A3qER8AKSUKwptVJqmado/sjltnM49RUBGLsEvvMIHeT8yuzEM2+xNsy5jcEWE42H0JHzAE7ijo8h4Zzpuf3/VoJoATgZKei569I+k+6C4P+pnXUJODsycCR99pFbrmjSBs2dh+3aYMAEqVoTIyKt/rlxbLidyTvDU109xIOMAC9ovoEpUFaSUmGwmYgNjVWPxv7Lnqv6O2Xth7xuAgMj6EN9RJdhfzGkC70iddK8VmSsJwB4GKgKe/LEEKQEdgGmaphURt3RzKucknmmZBM14ly2/fcagXtDisJGnmozFFRqMMSCI8N4Dkd5epM+biSs8jFy7iUiXNyI2hvuXNvlTpfs/7SL8C7MZVqyA559X3wcHQ7NmMGoUtGgBHTuqkhNX22rI4rBwMuckL3z3AhuPbeT15q9Tv0R9pJTk2nOJCogi2OcSqxxuB9hOq0KqW4epWTDvCKg0DHyj1TLkeU6zakOkk+61InQlAVg1KWXVQh+JpmmadsXOmc7iPJtKxLLPyVr0Lh37QelswfRqo5AhwRhiihH+6GCExULaorm4EuLItecS5vQgNKE8bb/sSUpWCu/e9y41itX4ey7VRWw2+O47VVjV0xMcDmjbVpWaiI5WLYhiYq6+1ZDdZedkzklm/jaTFXtWMPyu4XSq3AlQ/R3DfcMJ8w37+xulBMtpVXpizxQwHQIMUPV58EsA40UbCtx21ZLIt5hOuteK1JX8W+VnIURioY9E0zRNuyI5lmwyTx4kbN2PeL00iXbdBDYjfBA3CL+QSESp0oQ9ORrjqdNkzH4dZ4VymBx5BDsMRMaW47ltb7Dm4BpG3j2S5mWaX3pGKZ/TqZYYH31UBV4Ohyo5ceSIarr92msQF6dmxK7G+Qr+S3cvZcZvM3io6kM8eceTgAq+QnxCiPCLuPSb7VngyIMzG+DoInWsbD8IrQ7eFwVs0gVuG/jFqvpgmlaEruQnsB7QSwhxBJUDJgCpy1BomqZdf3aXndQTewjZvIuQEWPp1k6wNcrNh8bOFA8rBWXKEDbqBTz37CPjrSnYk2uQ5zTjb5NEFyvHinMbmLhxIu0rtqdfzX5E+hectOV2w+HDqqL9mTMq6b5nT9Vq6JNP1O7H5GQ1C3Y1k0lSSk6bTvP1oa8Zt34cjUs15qUmLyGEwGQzEeAVUHBFfpdNJd7bM2CbKs5KSA0o3gl8Llp6PF/p3jcWjD7/fbCado1cSQDWotBHoWmapv0jt3Rz6vhu/HYfIPLJ0Uyq42RZoptx7vrUj6kDpUsT+sobeP/0K5mTXsDWqD5mpwUfm5tikaXYK9LpvephqkZVZULjCcQGxRaYdC8lpKaqIGvbNhVgNWoEdeuqpciaNf9oNeRxlZNJ58zn+OnETwz5aghVoqowu/VsPAwemO1mfD19iQmMuXTwdb7avdul6n3Z01R/x6rjwCscjBctq7ry1DGvoKsbrKZdIwX+sRFCBEkpc4Dc6zgeTdM0rQDnUg/h3LeX+CfHsDoym2cbuunoKEe/ku0gPp7guQvw/fIbskcNxdK+DRanBU+7i9jgeHLC/Ln/3cZ4e3irpPvQ0nhcZhkuPV0VVv3ySxVglS+vliEHDlTLku3aqZkvv4LrtV6RTEsmW09vpf/n/Yn0j2R+u/n4e/ljcVjwNHoSG1hwkIgtQyXUn1gBp9eqY1XHq5kv74vK8DstKhjzKWAJU9OKwOX+3fIh0AbYjNr1ePE/PyRQuhDH9Z/oQqyapt2qctNOkXVgByVHTmS/5TgPdYMkZziTyvRHRMYQ+NnX+C9ZTm7fXuT16Y7VZcNgdxIXEAtxcXT7qP2FpPuaxWri41HwMlxODsyZA2+/rfo6BgfDM8/AuHGq+OqwYdC5M4RdIh/+3zDZTOw9t5f+n/fHJV0saL+ASP9IrE4rQlyiufbFnBawnoPcFNg5UR0r3g3CaoFP1B9Lj267+ttLJ91rN5gCAzApZZv8X0tdv+FcHSnlZ8BnycnJfYt6LJqmadeKPSeT1ANbSBj/Bnn7dtKuL/h4eDO3zNP4+ofi//MWAt96h7wH7id32BPYXHak3U6CXzQexUsyZsPzrDm4hjH3jKFl2ZYE+RS8DHe+3MRzz/0xu/XSSyrZ/sgRFZg1aAAlSlxdyQmb08ahzEM88eUTpOamsuTBJZQNK4vNaUNKSfHg4gXP0J2vdu+2wfaR4LZCQFko+wh4hv6x9Cjd6hz/EjrpXrvh/OMfHyHEN1dyTNM0Tbv23OY8Ug/8TvS0eXiv30i3ByAlVDC35GDiPMPwTTlB8MQpWO5tSPb4Z7C7nbgcNhK8IvAsXooVBz/jpe9fupB0X+BOQv5cbsLLS812jR8PS5bAli2q3ES9ehAfr17/r5xuJ0ezjjJy3Ui2pG5heqvp1I6tjcPlwOl2khCccNmaZNjSVE7XobmQvRMMXlD9FRV4nV96/FOle510r914LpcD5gP4ARFCiFD+WIIMAmKvw9g0TdNub1Yr6Qe24zd/McFLPmF4U/iqLEwu1oPaxuJ4Z+ep/o51apH5+ks4DBK7w0pxYyheJUqzK/sgPT/pSdWoqkxsPJHYoNgC2ww5nSrZvl8/VWrCZlN9HbdsgbVrVe7XAw9AsWLgW3DJsH/klm5OZJ9gwsYJfHXoK8Y3HE+rcq0uNNcuEVICL+NlojuHCaxpkLkNDsxWxyo/p6ra+0arGl+Qn3QfppPutRvW5eZkHwOGoIKtzfwRgOUAMwt3WJqmabc5ux3TkX04PltF7LR3WJAEU+6G3mGNecizFp4YCX16DM5yZcmYNRWnpxGrw0xxQvApXposYeP+Jffj6+nL9JbTL5t073bDoUPw2GNq56PLBV26qCDsww9Vwv2gQRAefnX1vqSUnDGdYfam2SzYvoDHaj3GIzUfweV2YXFYSAhOuGxuGm4nWFNVu6GtIwA3xLSA6HvU0qMh/70unXSv3fgulwP2JvCmEOIJKeX06zgmTdO025vDgePoYbK++5q4517l11joe7+grn9FnvdpiYevP+EDnsYdGUH6u9Nx+vthduSRQBC+xUvj8vOl2+K2HMs+diHp3tvj0mXqz5ebGDIEtm5VeV316kGFCqq/4513wsSJEBSk6n9djXRzOot3LmbSj5NoW74tz9Z/Frd0k2fPIz4oHj/Py2yplBIsZ8Bhhr2TVSDmEw2JI8HgCV4h6jy3A5D5SfdX2RdJ0wrRP/506uBL0zTtOnI6cR87yrnffyR2yFhS/dy07+5BlE84bwc/hE9oBOFDxyA9PUifNxNneCh5TjNx7gD8Y0tCUBDj1o9jzcE1jLh7BC3Ltrx04+p8F5eb8PSEsmXh/vth0iQoUwZmz1bJ+DExV7eJMMeaw+oDqxn9zWjujLuTN1q8gUBgsqvm2gHeAZe/gCNHFVs98w2cXAUYoMabKsjyiVK/Srea/fKN00n32g1P/4RqmqbdKFwuOHmSrMO7ieo3BLvTRodHvMj0h0/D+xARnkDYsHGIvDzSFr2DMyGOXIeJWLc/gcVKQFgYK/asuJB0379Wf8L9Cm44nZ2tSk28/bbK6/L3V7lezz+vlho/+EAdi4sDYwHVIK6E2WHmu6PfMfjLwZQILsE7972Dt9GbXHsu0f7Rl92VqT4XO1hOqZ2P259Txyo+Bf6xKs/r/NKj06RmvjyuIklN064THYBpmqbdCNxuOHWKvNPHCejdD0N2Lv27+PBLlJW3w/tQObwSYc9PwuPUadLnzcRRoSy5zjyi3b4ER8RBRAS7zu6i5yc9SYpOYmLjiRQLLFZg0r3ZDCtXqtpe/v4q9hs9GiZPVgn5y5ZBaKja8eh5mQ2J/8TusrPl1Bb6f9Efbw9vFnZYSKhvKDnWHCL8Igj1Db38BaTMz/vKg+1jwGWCsNoQ30Gtl3rmJ6U5TeAVCl5X2ZRS066Ty+2CrHm5N0opt1z74Wiapt2G3G5ITcWRmYaxdx88T53hzUa+fFDRwtCQlrSOuYewKW/huXsfGTOnYK9dg1y7iQjpQ1hYHERHk2nN+iPpvoVKui+oiOn5chODBoG3twrGnntOzYSdOwfz50NCgmoz5HMVFRycbid7zu2h3+f9yLZms6LzCuKD4sm15RLqG3rZ2bkL7Jlgy4TjSyFjE3gEQrVXAAf4JKilR5cFjN7gU3BfS0270VxuBmxq/q8+QDKwDbUTMgn4BdWkW9M0TbsaUsKZM8icHJyPD8B37wHWJvowrIGNFv7VeKpYR0LfXoD3z7+R+cpz2BrXJ9eRR6j0IjwgCmJicCHptqLbFSXdX1xuwulUtb4GDYI1a2DfPnjzTaheHaKiILDg1LF/5JZujmUd4/HVj3Mg4wDz282nSlQV8ux5BHkHFdxc+2IuK5hPQc4B2Pe6OlbzdZXf5RUBBu+Lku5jddK9dlMp8KdVStlIStkIOArUlFImSylrATWAg9drgP+GEKKtEOLt7Ozsoh6KpmnaP5MSzp6FrCysz47G9/tfOBDtSacuBsp6RfNmQl9CP/4M36//R/bIJ7F0uA+TI48gtydRvpGI+HgwGhm7fixfHvySEXePoHX51gUmtJ8vN9Gvn9r5aLWqEhNHjsAvv8DIkdCihcr/Cv2HlcHLP5bkrOksw9YO44fjPzC56WQalGxAnj0PP08/ogOi/zn4km4VfNmz4fenQbqgZE8ITlSFVT2D/5J0fxXrpJpWBK7knwsVpZQ7zn8jpdwJVC+0EV0FKeVnUsp+wVdTqEbTNO16SU+HzEzss2fiu2IVOX4G7hsUDgjmJTxBsbU/4//RKkyP9iTvkZ7kOc34S0+ivcMQxYuDhwfLdy/n5e9fpn3F9gxMHkioz6Ujp/PlJoYOVTNgUsIdd6hZri++gIceUs22vb1Vk+2r2fGYac1k/IbxfLL3E4bVHUbnyp0xO8x4e3gTExBTcHPti1nTwJoO+6eB5Tj4l4Zyj4N0qKVGIfKT7mN00r12U7qSJPw9Qoh3gIWoJtzdgT2FOipN07RbXUYGpKXhWvUJXtNm4hLQdUxFDjj2sqj4UBI3Hyfw3YWYO95HzvDBWFxWfKQHxTxCMBQvAZ6e7Dy7k14re5EUncRLjV+67MzS+XITa9aoNkLx8VCnDsyYAY0bqzZDoHY8Xk2Px1xbLjN+ncGsTbPoWqUrQ+4cgsVhwUN4EBd4mebaF3OaVeJ9xq9wfJlqNZT8lur56J2/9Hgh6T7kvw9W04rQlfwxexjYBTyJqoy/O/+Ypmma9l9kZ6u8r59/xjD6GSQw6vl6rHbsZlx0J5oehuA3Z2Np0oCsF8dgcVkxugWxIkgFX97eZFoy/1zpPqzgpPvsbNVE++23VU2vgADo2FHV+KpaFd56S+WDxceDx1Xsjbc6rSzesZjx342nccnGvNzkZewuOwJBXNAVBl9uJ+QdB8tZ2DZKHav6omopZPRVS48uq0661256//hHTUppFULMBlZLKfddhzFpmqbdunJz1VrggQNqzU/C/NGtmCJX0zn4bgZmlCX0lVew16pO5usvYRUuhBTEE4gxoTj4+uJyu+i6vCvHs48z7/55JMcmF9g/0WyGFSvULseAALDb4ZFHYNYsVVz1gw/UcmRCglp+/K8cLgdr9q9hyFdDSIxMZHab2UgkLreL4iHFL99c+2K2c2rn4/axapYruilENwa3WdX4ki7ABb4JOuleu6n940+vEOI+YCvwZf731YUQnxbyuDRN0249eXlw8iScO4fs9CDC5eLHx+9jgM86avqWZgrNCZswFWfZ0mTMfh2bpwEp3STIQDziElQEBYxdP5avDn3FyHojaV2udYEtfGw2+PZbGDxYlZMwmaB/f3jvPVXb68MP1fHoaFUL7L9yuV38dPwn+n7elwi/COa3n4+X0Qu7005CcMLlm2tfzJ4DeafgxCrI+AW8wiHpRXCZwTsKhIf6vU66124BV/LPh+eAOkAWgJRyK1Cy0EakaZp2K7JY4MQJsFiQrVsjbHYOd21B17ifCDb48X5gT4q9MBV3RBjp707H5u+D0+0gwR2IZ0zchS7Y55PuO1TswOO1HyfEJ+SSt3M6VW/Hxx5Tv8/Lgx494NNPVSD2/vuq1ERo6NXveNxzbg+9V/XG5XaxsMNCwnzDsDqtJAQnFFgO42/cDsg7BnkpsHcKYIDacwCXWnr0CFQzYj7R4HGZnpGadpO4ktV+p5Qy+x+3DGuapmmXZrXC8ePgciFbtEDk5pLetB7dk49x1pTJymJPkfjsTPDwIP29mdjDQ7C7bRSXQXhFFYOwMIALSffVoqvxUpOXCqyldb7cxGOPwenTKgBr1kwFZMeOqVywypVVMn7kVaZRHc8+Ts+VPTmVe4olDyyhVEgp8hx5JAQl4Ot5hbsTpVQlJ2zpsGUoSCeUfxL8i6vEe784NfPlFayT7rVbxpXMgO0UQnQDjEKIckKI6cCPhTwuTdO0W4Pdrma+hID77kOcPUtechLD2/vzU+5uXi3WmyYTFyPMZtLfmY49PhaLy0qCDMYnLAoiIgD+nnQfWvqS5RzOl5sYMuSPchPVq6sJuB07VJ/Hxo3VcGJjr27HY1peGo9+9ihbT29lesvpJMcmY7KbiAuMw9/rX6xp2rNUr8cDb6mSE8FVoFRPcFvU0qPbpZYcfa6yPoam3UCu5I/eE0BlwAYsBnJQuyE1TdO0y3E41MyXENCtGxw6hLVcKd4adCfvnf2KxyJb8thr3+GRekblfFUsi9lpIU4E4xsYeqEg18VJ9683f53k2OQCk9rT0lRJiS+/VPldsbFqd+PGjWpGrFevP3Y8Xk2DbZPNxFNfPcXaw2t5ruFztCrXCpPNRLHAYgR6/4sS+i4b5B2F9C2q5ITRB5JnqZ2OBv/8RtsuXeleu+VcyS5IMzAGGCOEMAL+UkproY9M0zTtZuZ0quBLStXrZ9MmHMWi+WJCL8bseZEGQUlMnXcKz/2HyJzxKtbaNTA58ogzBBPgF/Kn6aln//csXx36inH1x9G2fNsCl/bOl5uYO1cl1Xt4wF13wdKl0LYtjBmjcsFKlFDLj/+VzWljwsYJLNixgL41+/JojUfJtecSFRBVYE7aJUk35J0A61nYPlIdq/6aKjEhbeATrird+xeHK03k17SbxJXsgvxQCBEkhPBH1QPbJ4QYXvhD0zRNu0m5XGq3o9sN48cjv/oKV0gwP08bSf/9U4n3jmLRal/8N28ja8KzWJo0wOQwE2sIJsg7SFVDzZ+e+nj3x7zywyt0rNSRgbUHEuxz6U4f58tNPP+8qm5vt6ug6+OPVcX7N95QwVexYuB7FYXj7S47czbNYdIPk2hTvg3jGozDZDcR7htOmG/Yv7uYNR3MJ2H7GHDmQVx7iLhDBV1ekWoWzCdKJ91rt6Qrmc9NlFLmAO2A1UBxoEdhDkrTNO2m5XbDqVNq+fGtt2DBAvDzZeecCTx+8A2s0smy38sSt+4XcoYPxtzxPnKdeUR5BBHsGfCnaqg7z+6k98reKum+8UtE+l86Y/7ichO+vqrUWMeOKvgqXVqVnbDbITz8wmbK/8ThcrBkxxKe/vppkmOTebPFm5gdZkJ8Qojwi/h3F3NawHQETn4GGZvApxhUHqOCL6M/GIz5SfdXsUVT025gVxKAeQohPFEB2CopZX7reU3TNO1P3G6VAW+xwLJl8PrrSE9PDs56meeOf8BO23HePZVM8rKNmPp0x/RoT3IdeYQbAwkTfqoaav7a4MVJ9zNazqB02KWT7i8uN+FyqRITbdqolkNBQbBokar5FRh4IZ//P3G6naw+sJp+n/fDKZ08VOUhnC4n/p7+Be7GLPhzcoHpsArA9r8Owgh15gJuEFJVvRce+bW/dNK9dmu6kjIUc4AUYBuwQQhRApWIr2mapp0nJZw5oyKg9evh2WeRBgMn35zAuznfssq0ibGWOnSavRFz+zbkjBxCrtNMqEcAEW4fKPlHKXqX20WX5V04nn2c9+5/j+S4ZDwMf//f9aXKTdx1F2zZooKxBQvUrJfBoKre/9dYxuV2sf7Ienqv6k2UfxSD6gyiaZmm+Hr6Uiyw2L8LvgAsZ8B8GrY+pSrbVxqlqtw7c9XSI1Il3V9J6yJNu0ldSRL+NGDaRYeOCiEaFd6QNE3TbjJSwtmzkJOjop/HH0cCGa88x5eeKUw+u4r2siLPT/4Va8N6ZE0cS57LQpCHH1EuX0R8/J8Ss8b8bwxfH/qacQ1U0r2Ph88lb3nq1B/lJjw8oGJFOHdODeWDD6BCBbUSmpDw33c8uqWbn078RPdPuuNt9GbpA0uJ8o/Cw+BBbGDsJWflLsueC3mH4OAMVXoitBYUf1AtPXoEqijRL04n3Wu3vCtJwg8XQkwTQmwRQmwWQrwJXEUWgaZp2i0mPR0yM9V0VK9e4HZjGfk0v0Y5eCr1faoYYlgw6QCOGtXImDaJPOz4GX2IdvkiYmPV+mC+j3Z9xKQfJvFApQcYVHsQQT5Bl7zlxeUmfH3V8qKvr2oxOXky3HOPqv8aH6+WIP8Lt3SzJXULXZd3xe6ys7jjYqIDohHiXzTX/tMFHZB7ANJ+gxMrwegHtaarWTCB2v3oGw0eV9EXSdNuElfyT5clwDmgI/BA/u+XFuag/ishRFshxNvZ2dlFPRRN024XGRkqGkpNhQceAIcDx2OPsqtaMQadmos3Rj6dkYFXQkky3n4Tiyf4GLwo5vLDEBX9p6z4HWd20HvVH0n3BSW2Z2fD7NnwzjsqdjMaoVw5+P13GDYMOnVSOx5jY1UtsP9CSsnuc7vp+nFXsqxZLOqwiJIhJZFSkhCUcMkl0X+4oCo5YT4BO55Vx2pOU0GXywLGAPAM0Un32m3jSgKwMCnli1LKI/lfE4CQQh7XfyKl/ExK2S/4arb5aJqmXansbJX3lZkJ7duDxYK7fTtS7q3N8BPzOGY/x0eLXcR7hpH+3kzMfp4YhZFYdwCGsPALLYZAJd23W9oOf09/ZraaSamwUpfMrcrLg+XLVbmJoCBVfqJuXVVotWtXePJJtQsyKupPE2v/ipSSQxmH6PJxF07knOD9+98nMTIRl9tFQnBCgUVgL8uepRLvtz+rAq6EThBWQ1W7N/qCZyD4XkWimqbdZK4kAFsvhOgihDDkf3UCvijsgWmapt3QcnNVElZengq+srOhXj3O9HqAV099xHd5u3jzW1/uOe1N+vuzMIcHIRDEy0CMIaEqQsoPNi5Oun+zxZvUiq11yRkmm03l9w8erAqt5uRAo0awbh00bAgvv6wCsuDg/95gW0rJsexjdF3RlX3p+5jTdg7JscnYnXYSghPw+i+5WS47ZO+D48shewf4xkGlEWrpUbrBI0Dlfemke+02ciUB2GPAh4A9/2sJ8JQQIlcIoXdDapp2+8nLU4VWrVa13nfmDCQmkjPqKRae+pK5met4bI8//X+TpM+bgTk+Wi3dGUPw8A+80GLovPNJ98/c8wxtyre5ZNK9w6HKTfTvr1bzcnOhXj347jvVWPvtt9UuSG/vv13+X0nNTaXHJz3YfGoz01pOo2HJhlidVhKCE/D28P73F5RuNfOVvQsOzlElJ2rPUQN0mlW+l3+CWorUtNvIleyC/I+T2Jqmabcgi0U117bboWdPOHIE4uKwTXqJr1O/Y+y5pdxz1pc3V9rIeHs6lkplcbodFDeG4enl+7cO2OeT7h9MfJBBtQddso+iy/VHuYmzZ1WglZSkcr6io1W5CU9PdV5c3H9vsH0u7xyPfPYIG49tZPK9k2lTrg15jjyKBxcvsP3RP/o/e+cdJ1ddveHntumzve+mh9BbSGg2UCw0BQUERVCqNJEiIAoWlKaoKE0Ef0gHQQQERNEANjohVCE92ZJsm50+t31/f5yZLckm2YSO9+EzzOy0vTO7m333nPe8p9gHmcWw4BzAhy3PlcgJLw+6CbHJYCU27bkDAt7HTMhFqWlaLbAZMPxnmVLq8bfroAICAgLekxSLst/RdUUNvfQS1NTg/epyXuh9iVNW/46mvMZdNxbJ/eQS8rvMpugVmRJqIqyH1tqAvabpvj5Wv9anXDNuwrJg6lQpwFkW3HyzWMkKBbne3EhvfIXBwiAnPnAif174Z8776Hkctu1hZEtZ2qvaiVmbuArIycPQK/Dfn0OpD+rmwqQvgHLBtyExE8Jrv+aAgP8FNvijqmnaMcCpQAcwH9gV+A/w8bf1yAICAgLeS9i2VL48D04/HZ54QnIfrr6azlw3Jwz8jnQxxb9+5xM68xwyn9qDgldgUqiRCOaYFUMAA4UBDrhdTPdX7XMV02rHN9339cEFF8DDD0MsJp/SdSXv9bbbYMYMuTxpJMd1oxkqDHH6w6dz16t3ceoup3LcTseRtbO0JdvGrchNCN+D9Guw6lFY9YisF9rxMlGUTloM97H2wHQf8D/LRArVpwJzgWVKqT2BHZEoioCAgID/DRxHKl+OA+efD3/5i1SyLr+cITfH6UO/57nsG9xwt8/0g48je9gXyLl52kONxDxdxFdoxLzu+R6H3nUoK9IjpvvxMrVSKbj6avjNb2Ti0fcl76uzU5Zr77KLiK/mZjHlbwqZUobzHj2PG164gaN2OIozdzuTTClDc7x5nRlkEyK/EoZeg1cvko9n/1z8Xl4W9BgkNwtM9wH/00xEgBWVUkUATdPCSqnXgM3f3sMKCAgIeI/guiK+bBsuu0w2XANcdBGlZIyfOo9yd9/jfOdx2HuHg0ifdAxZN09bpJGEq0lpao0wru/8/Tv8dfFfOfcj57L/rP3HNbdX4iZ+8AOoqRHT/eabw3//C9/5Dnz2syK+ams3feIx7+S56J8X8aunfsXBWx3M9/f4PjknR2Oskdrom8jjstMw9Cq8dJ60GicdBHU7SRCrV4LqrQLTfcD/PBNxC6zUNK0G+CPwV03TBoGut/OgAgICAt4TeJ6Um0ol+PWv4frr5fqzz8afPIm7vQVctOwW9n8dzgl9nKHvfousW6A5UkeVrUFHu/QNR3Hny3cOm+5P2fkUEuG1DeiVuInTTpMsr1QKZs+WLUdHHy32s0JB2pGNjZv20gpOgV8++Usu+udF7D1zb376qZ+Sd/LURevG9aJNGN+F1Euw5EaZfoy2wRZnSuux1A8120KkZtOfPyDgA8JEpiAPLF/8vqZp85A1RH9+W48qICAg4N3G98X9ns/DLbfA5ZfL9V/9KsydyzOqk5Ne+zmb9yquW74jQ1dfQEYVaYrUUeuY0NK8VhLqglUL+Nq9X2OHlh24+BMXUxetW+vTjo6b8H2pfG23nYivvfeG731PinGattZA5YQpukWue+46vvP37/DRKR/lyn2upOgWqYnU0BBr2Pjl2hWUgsxC6Ps3LL8NNB1mXwG6BXafeL7iHZv23AEBHzDWKcA0TVv7XwZ4sXyeAAbeliMKCAgIeLfxfVktlMnAvffChRfK9fvsA/vvT7eW48iXfgyFIr9/dgbeVb8gq3vUh2upc0wxaq3RF6yY7hOhBFftcxVTaqasJXQ8DxYuHBs3sdlmMmy5007wq1+JxnFdmDJl0xZsl9wSty64lTP+cgazW2dz/Wevx/EcEqEETfGmTRdfAMV+GFwAL/1QPp51OiSmSOSEFoLqLQPTfUBAmfVVwJ4FFLIitULlYwVMfxuPKyAgIODdQSkJVh0agr/+Fc47T67beWc4+miKhuJrr17C6+5q7v9HI7WXXUk6olETqqLBsUR41Y9t4VVM953pTm488MZxTfeVuInTTpO4iVAIWlrEfjZtGvzf/8mUYzYr4iu0CYH0tmdz72v3ctJDJzGrfhY3HnAjKIhaUVqSLW9OfLlFSL0Ar14KbgZqZsOUQ6Ul6aShcXfYlBT9gIAPKOsUYEqpae/kgQQEBAS86yglpaeBAfjXv+Css6QattlmcOaZ+IbOd5Zfx8Oll/nJfxLM/t41pOtiVFkJmvwoWlVizIqhChXT/fc/9n32m7XfuOt8+vrghz+UuIl4XKpbuZx0MW+8UbK+MhlobRXv18bieA4PL3yYo+8/mrZkG7d+4VYsw8LSLdqSbejaJqa3grxvQ6/JqqHBZ8GIwY6Xym32ACS3hFDNpj9/QMAHkA3+xGnC4ZqmnVf+eLKmaTu//YcWEBAQ8A7T3y9K6LnnpBTluiKozj8fTJObU4/xs4EH+MorFocfdwXZSc3EjCjNJNCiUSlZrSG+Kqb7Q7Y6hFN2OYV4aO28iErcxHXXyR5Hx5HBSc+TytfUqSK+6uvl9o3F9V0eX/o4R/7xSKrD1dx+0O3ErTimZtJR1TFuBMZGUeiE3n/KqiGA7X4MoVqwhyDSCMkpb+75AwI+gEzkT56rgN2AL5U/zgBXvm1HFBAQEPBuMDAgrceXX4ZTTpFRxHgcfvQjiEZ5wl/OiW9czs5dGj/+zKVkt5qBpVu0alXopjWuI75iup/dMpuL97qY2sja0Q7Z7EjcRG2tdD6bmuRwrrgCdtxR5gCSSbGWbSye7/Hkyic5/I+HY+omtx90O/XRelkMXv0WiC8nA/3Pwss/Anxo2x+aPgpuQcRo9VZixg8ICBjDRGIodlFKzdY07XkApdSgpmlBIz8gIOCDw9AQ9PSIA/7kk0UV6Tr8+MdQXU13Ag575FtUKcX1m5+NvfMcTMOi3azF0AxZwLiGI3606f7Kfa4c13RfLI7ETVRVweCgVLuWLoWLLoJPflLuY5rjFtc2iK985vfM58t/+DIFp8Bdh9xFR1UHnu8xqXoSpr6Je4uGP4EHgy/C61dAaRVEmmGrsyXvy89DzfZgbuIOyYCADzgT+elzNE0zEOM9mqY1Av7belQBAQEB7xSZjKwYWr4cTjpJSk++L3kPzc2Umur50t0H0FXtcL/5FWKf2hd0g45QA6brw5QOWco4Cs/3OOyuw+hMd3LTgTexU9tOa3msKnETJ5wgFqpUakR8feMb8JWvSAfU9yXLdWMnHn3l80rvK3zp7i/Rm+/l9i/czmZ1m2F7NpOrJ4/rQ9tosothxR9l1RAa7PBT0MPSeoxPhsgmlOwCAv5HmEhd+JfAPUCTpmk/Bv4JXPi2HlVAQEDAO0EuJ+Krp0cqXz09Yrw69VSYNQva2zn91iN5tD7DL0p7MuvAY/ANnY5II6bjiTIaZxzx3L+dy18W/4XvfOQ77Lf5fljGGgJtjbiJfF6KaEuXwkEHwRlniPAqFmWL0Rr6boMopVg0sIjD/3A4S4eWcv1nr2f7lu0pukUmVU8aN3l/oykNwOrH4I1yPtrMr0PVluBmIVwDialB6zEgYD1MJIj1Fk3TngU+gURQHKCUevVtP7KAgICAt5NCQTIeVq+WktPSpaJ6vvxl2HVXaGvjNzd+k6vaVnLi0Obsc/h52JbO5GgzoaILkyevtWII4I6X7uDSf1/KF7f6Iqfscgoxa2wSfiVu4pvfhAULJFqiulqu+/CH4ZJLpNqVyYgoG+dTrBelFMuHlnPEPUfw0uqX+M3+v+FDkz5E3skzuXoyEXMjn3A8XBv6n4aXL5JVQ1VbwvSvjeR9JaYHq4YCAjbAhAwA5f2Pr73NxxIQEBDwzlAsSstxYABOPx1efVWU0ac/DfvuC62t/OOun3FS8zPsmWngjIN/QTFiMCXaQrjoiuF+jRVDAC/0vMBR9x0lpvtPXjzuPsW+PjHc/+UvkChvIUqlYIst4NprRXCl02LEXyNIf4MopejOdHPUvUfxROcT/PIzv2Sv6XuRd/K0J9uJWm+BH8srweALMvGYWywtx+0vESGGBvHWIHIiIGACvEkHZkBAQMD7CKWktNTdLarnW9+SyAlNg7lz4YgjoKWFFX+5i4NDf6TDjnD5vr/CqYoyKd5GpOBCc7M45tegP9/PgXccSDKU5Kp9r2Jy9eS17jM4KHET118vC7azWWkvNjXB734nlbBsVs43ZcF2b66Xrz/wdf6+9O/8+OM/5sAtDyRTytCebB935+RGUxyEofmw+t+w8h65bqtzIdIkAixcB9H2IO0+IGACBAIsICDgg49SYrRatUrc7/k8fPe78O9/iwKaOlUM+E1NFJ55gs+v/hW5Zp1b5l6M1dhCe7yNWMEdd8UQSM7WYXcfRmemk1sOvIXZrbPXMt1ns/CHP4zETQwOio7TNMn6am+Xrmg4LBpvYzXMQH6Ab/z5G9z/+v2c8+FzOHL7I8mUMrQl26iKrC0YNwrfhUIXpP8LhdXlyAmgaU9o3VsmHq0aWbwdpN0HBEyIQIAFBAR8sCkWR5zumibK5+KL4ZFHpI1YVSWVsJYW1MKFHPvkd3hmW/jtjNNon7ItbfFWErYad8VQhXP/di5/XfxXLtjjAvadte9apvtiER59dGzcRF2dzAD89rewzTYjC7bb2zd+wfZQcYhzHjmHO16+g5PmnsTJc08mY2doSjRRHdmE5NbRuDnILoXiKki9BAu+C34RjDhsfR74BTCrpPoVtB4DAibMe16AaZoWR8JgbeBRpdQt7/QxDBWHSIQSbz6wMCAg4J3DtiXZPp0WZVMoyMdXXSULtpNJuf7cc8XT1dfHT+/4BrfsoTiz6UB22/rTNFe1UOXqEI+Nu2IIxHT/k3//hEO3PpRTdjllLZ9VJW7i+ONH4ibq60WEXXYZfOxjEjdh27Lj0dzIf5XTxTQ/eOwH/Ob53/CV7b7Ctz/8bTKlDA2xBuqidZv+/vkelPql8lXqh6U3w5LfiecLYNsfgmGCkQArJhlgQesxIGDCvCszwpqm/VbTtNWapr20xvWf0TTtv5qmLdQ07Zzy1Z8H7lJKHQt89h0/WGBVdhXLh5ZTckvvxqcPCAjYGFwXenthyRLp+7muxEs89xx8/etwT9m7lM/DOedI+9FxeOinX+ecjzrsE9+Ro3Y6lsbqVmq9kLjiW1vHFRcV0/1OrTtx8V4Xr1VtGh030dcnFa/aWtGB3/qWRE5UuqPt7dJ+3BiypSyX/ecyfv7EzzlwiwO58BMXkrWz1EZrqY+NX62bEF4RcstEfGUXw/yzYMkNYFWBXwI08AoixowwRFqC1mNAwEbyblXAbgCuAG6sXFEOe70S+CSwEnha07T7gA7gxfLdvHf2MMeyNLWUtmQbyfBGjiYFBAS8/fi+JNr39o6Ipd5e6f/ddJOcqqth+nRYvFjWDW21FZgmr599DIcdkGXzUCs/2uVcGuo7qPMjUo4aZ8UQrGG63+cqJlVPGnN7JW7i1FMlbiISkanHwUEJWT3xRHnadFo8X/G1V0Sul7yT5+pnruaCxy/gk9M/yc8//XPyTp6qcBVN8aa1UvcnhPIl36vUJ2n2q+aJ38vNgVUt1+14mQi0+l1FkJlxOQ8ICNgo3hUBppR6XNO0qWtcvTOwUCm1GEDTtNuBzyFirAOYz3oqdpqmHQccBzB58trTR2+WsBnG1E06M500uA3Ux+o37R+4gICAt5bKZGNvr5ScdF3iJUolKT/96EciuGbMkKyvXE4eZ1mQTDJ00tF89pO9GJEYv5pzPm0tM2nQ4miocVcMwTim+7a1Tfd9ffD978Nf/yrdTseRw9xrLzHim6YU6GprN37iseAUuGH+DXz7b99mt0m7cc1+12B7NnErTnOiedP+bfJKUOiWaUavBP+9XKpe0Vb5WDNh5yshMVPuE20BlJwH/xYGBGw07yUPWDuwYtTHK4FdkCT+KzRN2xe4f10PVkpdC1wLMGfOHPVmD+bSf13K3La57Dltz+Hrnlj5BPN75nPE9kdQcAu0Jlvf/C61gICATacy2WjbkkifzYrJCmS08KabpLSUSIgI23df2GcfufypT+Gdfhpf3mkZi+o1rtvmTLacNocmqwbNcSRodR0R9BXT/Y/3/DH7bb7fWv8ODA6K1ey3vx1ZsA2www7wq19Jq7FQkBmAxsaNe8klt8SdL93JaQ+fxnbN2/F/n/s/fN8nYkZoTbauJQQ3iFJgp6C0GrAg1wXzz4TBZ6F2J0gtgFgb7HQFhOpAeRBrB+VApBX0jYzpDwgIAN5bAmy8P6GUUioHfO2dPpi5bXM55K5DuPOgO2lPtvOv5f/i6w98nWv2vYZkOEnBKbAstYz2qva3Jlk6ICBg4hSLUvHK5UTNeJ6sFNJ1qXJ9//tyXl0t6mf77eGrX5XRw+ZmmD0bzjyT7zQu4IHN4DtTv8LHt9iblkgjWrEk4msdhqzbX7p92HR/0s4nrfXzn83C3XfDD38on25gQHRceztcd51MQZZKUjRqbd24iUfbs7nvv/dx4kMnMr1mOjcdeBOGZmDqJm3Jto0XX74DhR5w82BEoftheOEcaTm2fBp6/gI128GOPxOPl26K38t3yub7wI4RELCpvJcE2EpgtImiA+h6l46FPaftyZ0H3ckhdx3CIVsdwu0v3841+17DhyZ/CICoFcXxHJamltKaaH3zo94BAQEbxnHEwZ5KScXLNMVg77qiaK69Fm6+eaRyFYmI2WrbbUXpVHY3fv/73Jb6J5ccBF9o+BjH7HgMbYlW9EJ5+eI69v+80PMCR90rpvtL9rpkrZ/7StzEN78pQmtgYMT7df31IrhcV05Tpmzcgm3Hc/jror9yzP3H0BRr4tYv3ErUiqKh0V7VvvFT2nYaij2gGWBE4JWLJd0+Nkn8Xd0PSs7XthcAvsRORBrFhK/rEA2mHgMC3gzvJQH2NLCZpmnTgE7gUOBL7+YB7TltT06YcwIXPH4B39zlm8Piq4JlWBi6QXe2m6JbpDHeuPF/gQYEBGwYz5O+3sCAqJZIRIRYpQK2aBF873uyXkjXpa12xBGyWkjXRQE1NopCuuginnvuAY4+1mB2Yjo/2uXbdNROxsgVxHC/Djd8f76fA+44gKpwFVfve/VapnvHgeefl4lHEI1Y2VZ05ZWyasj3pWs6Zcq4O7zXieu7PL78cb5671eJWTFuP+h2aiI1KKXoqO7YOCuE70KpF+whMdCX+uDpE6H/CWj5lNze/SBM/iJs/k3xf4XrpP3o5aRSFm2DIJYnIOBN8a4IME3TbgP2ABo0TVsJfE8pdb2maScDDwMG8Ful1Msb+bz7A/vPnDnzLTnOeUvmcfUzV3PinBO5ccGN7D5p97VEmK7pVIWrSJfSFJwCbVVthIJx7ICAtwbflzHB3l75OBKRluLgoFS/TFNMVbfeOlKN+djH4NBDRXD5vpSiqqrgvvvg6qtZZQ/yueOgVoty1ZzvM6N5c8xcYZ0rhkAE0KF3HUpXpotbP38rO7buOMboXombOO44Md97HkSjYk27/HL40IdEE2azovGiG7GS0fM9nlr5FEfccwS+8rnjoDtoTjTjei6TayavFfq6XtycGO3RZHKx91/wzEngDMHmp8OqRyH1HMw6FSYfWjbbt4pQczMQqpUqWPCHZkDAm+bdmoI8bB3XPwg8+Cae937g/jlz5hy7qc9RYd6SeWM8YHtM3WPYA7amCAOIh+IU3SLLUstoS7YRD23kTHlAQMAIFbWyevWImsnnYcUKuS0ehxdegO98R1qQIPESRx0l0RKGIeqnsRFeeUUSTxcu5IU9tuDwvWKsdrq5ZYdz2XHablj5kiSjrmcU8duPfJtHljwipvtZY033o+MmXnpJDrWS+3r++bD//vJxOi2bjNah8cbF8z3m98zn8HsOJ1PK8PuDf8+U6imU3BJTaqZM/I8935NKlz0IRkwE1H8vh9cuEyP9Dj+F1y+X7K/tfiytx4rZXg+J+Io0iQAL2o4BAW8J76UW5HuKp7ue5s6D7mTPaXvyet/rfGjyh7hm32t4YdUL4wowgIgZwfVdlg8tpznRTG2kNoiqCAjYWPJ5EV7F4kgPr6tLBFUkIuc//vFIoGoyCUceCXvsIcKsVJLKl+eJAnrsMUodrVzwo49zifcYET+Eoync2ipCRUe2Yjc0rPNwbnvxNn76n5/ypW2+xMk7n0zYHGvO7+2V7udf/zqyYNt14ZhjRA8ahrykZHKdm4zGxVc+r/a+ylfu+Qrd2W5u+8JtbNm4JUW3yKTqSWsdxzpxC1L1Uh6YSXAG4ZlvwOp50PwJmPJleOFsCVbd6Qqo2UbatpE2ebyXlwXbocBwHxDwVqIp9aYTG95zzJkzRz3zzDNv2fO93vc6iXBiwvdXSpG1syRCCVoSLcEKo4CAiVAqSf8ukxGhpWni+cpkxOdlWfDUU5JePzQkImHffeGLX5Rxw0rZyXGk3XjHHRAK8cTx+/K11qd4Lb+M/Rt259s7foPlbj8HNH2McLJmvaOI83vms/v1u7NV41b84ZA/MLlmbMbg4CD84hcy8VhfL4erlFS9fvELeRmFgoiwSZMmbrr3lc+igUUcetehvLj6RW444AY+Mvkj5Jwck6snE7NiG36S0aGqRkQqWQPPwlPHy3WbnwbxqfDCt8RgP/uXEjdhxqTa5TuAB9EOMDeiZxrwrqBp2rNKqTnv9nEETJwPVAXsrfaAvYnjWCuqYsJ/rQYE/K/hOKJcUikRWYmECKyBgREDfT4PZ54J//ynPGbLLSXJfupUuY/niVD7z3/ghhtgaIjcAftw7qctftVzF81OLVdudy6HbvNFamP17FYsin+spWWd4quSdF8drh7XdJ/Nwu9/LzmvDQ2iHQF23RV+8hMRX44jgmwdea7jopRieWo5R917FPNXzefqfa/mo1M+SraUpb2qfWLia3SoqlmuXC38Nbx8IYQbYZfrILccnvsGxKfA7MslUiJUUzbbF6RNGZsSrBgKCHib+EAJsLfSA/ZWELWi2J49HFVRFQnWdQQEDON5Irr6+kSdxOMitHp65LZYTKpa994Ll1wiFbJkEk4+GT784RFFY9vw7LMSurp4Mey0E387/lMcM/g7lvZ0cXDzxzl3p9PYvHlLokZEJidDofWqotGm+9s+fxuzW2ePsRMUi/D3v8Ppp0vbsa9PdNxmm8EVV8hhep7cb8qUdea5roVSiq5MF8f96Tj+ueKf/OxTP2OfzfYha2cntgZtdKiqFgIzIR8/dzr0PAyNH4Gtvw+d98AbV0jQ6vaXyFLtcBOEqsSob0SCSceAgLeZD5QAey8SMkIYmkFXpouiV6Qh1hBEVQT8b+P7I6uDlJIKV6kkPq9SSdqNkYh8/M1vSsSEpkm78fjjx+Y3LF4sFa+nnoL2doYu/SGn1T3N/628iMnhZv5vzo/5zKy9aYw2YDgu5DPQ1CSqaT0JqBXT/UUfv4h9Z+07xkbgOLLX+/jjR7YeGYYMUV59tXQ0lRKd196+zkixcVmdW83JD53MXxf/lR/s8QMO2foQMqUMzYnmDf8BNzpU1YxLBWtwPjz9damGbXaK+L3+exms+L0ErW59LqBDrBX0CDjpYNIxIOAdIhBgE6AqUkWqmCIRSmySeDJ0g2Q4SaqYkqiKZNvGjY4HBHwQUGpkdZDjSIVLKSkfpVIivOJxue3ii+Guu+T2qVMl2b6lZeS5Mhm48UZ46CF53Cmn8MdPtHPCqz9h9coBvtaxP6fueALT62aQNGOihiIRmDZtnQn3FSqm+y9v+2VO3mWs6d7z4I034NhjRXj5vnQy43GpfM2aNXJ4TU1SCZsofbk+zvzLmfzxtT9y5m5ncvSOR5OxMzTGG6mNbmBZ5OhQVSsp79ui6+GlCyDcIOb66m1gwTmw+lGYeiTMOEb2O8Za5HHBpGNAwDtKIMAmQHO8magZpSfbQ9gMb1LOl6ZpJEKJMb6wqBUYWwP+RygURiYbo1GpYqXTEqZa8XlpGvztb+Joz2blPieeCJ/5zMjzeB488ICk3Wcy8LnPsfroQzmp8zfcNf9XbBabxC8/fD67TtqNllgTVsmFUm6k6rUBYTG/Zz5H33c0c1rncPFeF5MIjQzfKAWdndIBffVV0Y+lklS/Lr0U5s6Vp89m5VNtzILtwcIg5z96Pje/eDPHzj6Wb+76TbJ2lvpoPfWx9YxOrhmqqhlSxXr+DOh6UFqOW50t1a1nT4TUi7DFt6B9fzDCskhb+dJ2jLZJCzIgIOAdIRBgE0DTNKoj1YTNMF3pLvJenlhoAkbYcYhaUVzfZVlqGc2JZmoiNUFURcAHF9uWVmNlkjGZlCpYb69kNUSjIsCWLJHIiFdekcftvDN8+9tjE0ufew6uuUbS7nfcEXXmmdwcX8Q3FxxHxs3xjRlf5uhtj6Qj2UatmUTLlbddV9YPbYA1TfftyfYxt69eDeedB/PmjV2wff75sPfe8jIKBXmZTU0TLyINFYe4+J8Xc/UzV3PYNofxvY99j6ydpSZSQ0Ns3fEYa4Wqggisp46HwkqYdQpMPkQmIZ8+Wipk218MDbvK/cMNYtLHFSN+MOkYEPCO8oESYG/3FGTEjDClZgqrc6sZKg6RCG9aS9LUTRLhBKuyqyi6RZriTUFURcAHC9eVHl1lE3VlA3Vnp1TBQiHp26XTkmR/zz1SYqqqgnPPhR12GHmulSvhN7+BJ5+UNuQll7B89604/oUf8+c3nmC75EwunHMOWzZuRVu8mYjty+dqbRXBNwEl5PouX7zri3RnJG9rzaT7wUE5zBtvlGzXSjD/ySfD4YeP5L5qmvi+JrpgO1PKcPmTl3Ppvy9lv1n7cclel5Czc1SFq2iKN43/x9maoaq6Ke/d0hvhxe9DqB7mXCV5XpnF8NypkgG206+gapYIr1CNeMWCSceAgHeNIAdsE1BKkSqmWJVbRcSMvKnVQ3k7j6EbtCXbgqiKgPc/nielob4+USOxmBilUikRY6GQlIg8TzxeV1whFTGAffaRXT4V13omIyuG7rtPHvflL+MfeSRX9dzPua9dge07nLnlURy2xSE0ROtpMKswiiWorhaVZE7878sz/3Iml/3nMi7+xMWctttpY36mMxkZsPzGNyRuYtUquf6QQ+DCC6VI57ojE48bsJgNky1l+c1zv+GMv5zBnlP35PrPXY/ruUSsCG3JtvH/uBsdqmqUp0SdDMw/Czrvg6aPwZbfEhHW/7QErIZqYcfLJEw12io5X262vNOxVQRcwPueIAfs/Ufwk7cJaJpGbbSWqBWlK91FwS9ssp8rFopRckssTS2d2Jh5QMB7EaVEqaxeLYKrEiGRyYyIsYrP64knJChr6VJ5bFMTnH02bL21fOx58OCDonoyGfjEJ+Ckk3i11uPYZ0/mX6kX2LVmW360y7eZXD2JlkgjSVcHz5d24zqWaa+LW1+8lcv+cxmHb3s4J+180hjxVSxKwv23viVtx4r42mMPaT1GoyMLtidNmrj4KjgFbnnxFs565Cx2bt+Za/e/Fs/3sAyL1kTr2uJrzVBVoyxSh16WlmN+OWxxJrTvK8Kq8wF45UJIzIQdLpXsr2iLhLE6aQhVQ6Q5mHQMCHgXCQTYm6DSkuzJ9pAupje5JRk2w5i6SWemkwa3gfpYfeALC3h/MHqyseLpMgwxQ/X1jawPMgxYtgx+9jMJU6306D7/eTjiiJGq13PPwa9/LffdZhs46ijsnWdz6fLbufDF32JoBhftcCafm7EfiVCMFqsWy/agtlqi6Ceadlpmfs98jrnvGOa2zV3LdO84km5xwglSTKsErW63nejHisk+m5UIionqvqJb5K5X7uLUP5/Klg1bcsMBNwBgaAYdVR1r2xHWDFXVNHnfl90KC84XMbXL7yA+Scz2i66HRddC/W6w7fckWLUittyMtCDD9cGkY0DAu0wgwN4klfZhypKWZNSMblLEhKEbJENJ+gv9FNwCrcnWMQt/AwLecxSLUvHK50V4VfY09vaOhJ3G49KS/M1vJDbe9+WxLS2SbL/VVvLxihVw3XXi82pthbPPRn3kIzxr9XHck8fyfOYNPt64CxfsfA510Vqaow3UuBaa0mFy+1iz/gTpy/dxwO0HUBOp4ep9r6Yt2TZ8m+fBa69JR3RoSA5b06TKdfnl0Fa+azYrQmyiE48lt8SDrz/IiQ+eyOTqydz6hVul4qago3oN8TVeqCqI+X7+ObDyD9D4UdjuR1Ih0yypenXeC237w6xvQqRexJbype0YTDoGBLxnCH7DvwVUWpIRM0JXpgvHdya2LmSc51lzhVHE3IgUx4CAdwLblviIdFpEVlWVKJaK6b6Sau84cOedcO214mKveL8OOgi+8hX5eLTPKxyW7dWf+hTZmhg/XHU7v1h6O3EjyuVzv8dnpn4CywjRalQTsYGGOtkBOVHH+ygqSfc92R5uP+j2MaZ7pWTQ8sQT4fXX5aXkciKyfvELSbsHKfLFYmI3m9Db5tn8ffHfOfr+o6mN1HLbF24jbsXxlc/k6slj/+AaL1QVIP2atByzi6XlOPVwcIYADeZ/C/r+BdOPgSmHQ7QBrBqpnCknmHQMCHiP8YESYO/2LsioFWVKzRRWZVeRKWVIhBKb1EqMWlEczxleYVQdqX4bjjYgYCNxXRFSAwPSk0uWAz+zWenPeZ6oFaVkJ+MvfgELF4opHsTrdfrpssfR80R03XyzPP7Tn4bDDsOLR3nUWMHJC37Ba/nl7N+2J9+f+y1ioTjVZoJGP4JuRWFSy8QNV+NwziPn8Lclf+OSvS5h3832HWMdWLVKEjD++c+RBduRiGxDmjNHKmGlkpyvZ4/3GBzP4V/L/8VX7/sqYSPM7QfdTkOsAduzmVw9eWzVfM1Q1QrL7oAF50obcvfboGpzEV9uEZ7/JmRehy3PgbZ9pOVoJcS0r2mydDuYdAwIeE/xgRJg74VdkKZu0pZsY7A4yOrsaqLWprUkLcPC0A26s90U3SKN8cZghVHAu4Pvj51srJjpi0W5bnS46uLFcOWV8NhjItCSSalyHXKI5DWEQrK38de/ljLT9tvD8cejWlroUznO67+J67r+RH2ohus/fCkfa9sdBbTqVcQJQ3PjhAJV14VSimueuYbL/nMZX9rmS5w096QxP58DA+LvuuMO6ZL29EhB7/zz4ZOflMuuK6cpUyZmOXN9l6e7nubIPx6J7dncfcjddFR1UHSKTK6ZPDL9PF6oKoiIWnAuLL8TGnaXOAkQ8VXqg2e/AXZ/OeNrdzHbG5HypGNlp+MH6p/6gIAPBMFP5duApmnUReuImlG6Ml24vrtJU5K6plMVriJdSssKo6q2NxV5ERCwUVQmG3t7R5Zj67q0FlOpseuDBgZkJ+Pdd8t9p02TcNXJk+FHP4LNNxef129+I8721lb43vdg550p5TP8Kf8sZ664nqWlHr44ZV++O+d0TM0kolk0qzhmrEqc7hMIVB3/pSj+tuRvnDfvPJ5Y+QQAe07dk3hoxDmfycD//Z8U7lpbobtbrj/tNDj4YIkzq0w8TpkysUPxfI8FPQs48o9HMlAY4M6D72Szus3IO3kmV08esRhUQlUVI6GqAJk3pOWYeR02Pw02/wYUe8EvSRvyuW9Ke3L2L6F2+7LZ3pRoilBVMOkYEPAeJhBgbyOVlmRPtudNtSTjoThFt8iy1DLakm1jfmkEBLwt5PNisC+VpLpVyVtIpcauD8rnJUT1//5PhNpWW4lyWbZspOpVKkmC/f33i2A75hj47Gfx8FmeWsp5A3dza/882qNN3LrHFezavBO2b9NMgmo9gdbSMuFA1fF4bOljnDfvPP6x/B+0JFr47ke+y6TqSXxl+68M36dYlI7oeedJ27Eivr7yFTncaHSk29rWNjHPv+d7vNb3GkfeeyQrh1Zy0+dvYtumbck7eTqqOuSPsjVDVY1R/ySvuFvM9kYUdr8VGncTX5jyoO9JWPAd2d24/aXSjoyUzWjBpGNAwPuCQIC9zZi6SXuyfbglGQvFNmm6MWJGcH2X5UPLaU40UxupDaIqAt56isWRKcZIZMTnNXp9UGXa8Z//lFbiq69KSWjOHHjmGbn8/e/DjBkjeV65nOx0POIIVHU1mdwgdw/8k/N676DLGeBrMw/m7B1OBh00z2cqNYTrGjc6UHU0/1j2D86bdx6PLXuMxlgj3/7wtzlqx6OYXD15TCXZceDxx6XSFQqNxE18+tNw1lkjC7UzGQlirZrAEKGvfBYNLOJr936N1/pe4/rPXs+uHbuSKWXoqOqQP6JGh6qaowSmV4AF34Nlt0D9LpJqH66DfBegYOV98OpPoHor2PZHkJwuURPKAy8fTDoGBLxPCATYO0ClJRkxI3Slu3A0Z5NakqZuUhWuojfXS8Ep0JJoCVYYBbw1OI5UtlKpkclGkOpVX5+M/EUiIsb++1/43e9kcXZVFey/P/z739JiPPRQ+NKXYMECGSNcvlzWCh13HEyfTskr8Xr/K3xv1R3ck3mKGYnJ/OFjlzC7YVvyboF6N0J9tA69tW2jA1Ur/Gv5vzh/3vn8fenfqY/Wc9buZ3HE9kcwtWbqWtVjz4Pnn4eTTpKhTt+Xl7jTTvCDH8iQJYj+TCalOrYhlFIsSy3j2PuP5ZmuZ7hynyv5xLRPkCllJGw5FIdi39qhqgDZRdJyTL8Ks06Wxdm4sttR6ZLvteR3smR76+/KGqFQUrLClAPxyZJ0HxAQ8J4nEGDvIDErxtTaqXRnuje5JTleVEWwwihgk/G8kclGwxgRXq4rYmxwUASZZUlf7g9/kDwv24Z995Wy0P33w9SpUvWKROCCC+Dpp0d8XrvuiofPQLGfOzr/yg8H/sCAn+XkLY/ktO2Ox1c+tl1gkpYk3tQuZaaNDFQF+Pfyf/O9R7/HI0seoTZSy9m7n80Xt/kik6omURutXeuPFd+HN96Ab34TFi0SvZfNwvTpcOml0NEh9ysUpAjX0rLhjp5Sis50Jyc9eBKPL3+cS/a6hM9u/lkydoamRBPVVgRyy8eGqlZYea9ESegh2O0maP64VMMKXYAOL/8Iuh+C9gNh1qmQ6JD25PCk4xQwgn8LAgLeL3ygBNi7HUMxEUzdpKOqg4HCAL253k1uSUatKLZnD0dVVEWClkPARuD7UvKpbJWOx0cS1kevDwqFRIg9/rhsou7qgp13ltOtt8pthx0G++0nmV9/+pP4vI49FvbfH2VZZLw8r6QW8sPOW3iosICtqjfjpt2uYuvazcnaOZKORnOyFbN90kYHqiqleGLlE3zv0e/x18V/pSZSw9kfOptDtjqExngjTfGmcf9AUUoKdueeK4kZ9fVSAGxoEPE1a1Z5zaIj921v37AmVEqxKruK0/5yGg8tfIjzPnoeh293OOlimoZoPXW6BrmlY0NVAbwivPQDWHIj1M2RlmOsXYz0xVXiE3vhbBh4GmYcD9O/Wt7haIl53wjJnsdg0jEg4H1FsIz7XSTv5OlKd6Fp2ibvkvR8j5ydoy5WR0OsIYiqCFg/FSd5xc9VmWyEseuDDEOE2KuvSrtx/nyJgf/KV2SX49//LpOOp54qLcmbbpI+3d57y31qaij5Nj32IHd0PsxF/X8krxy+ue0xnLjVkfhK4ZTyNGtJqlqnotXXb1Sgquu7PLnySS54/AIeXvQwVeEqjt/peA7b5jCSoSTNieZ1VpiVkqyvH/1IEjMqE4+xGPzylxI3YZpSHKxMPEYi4xzEGvRmeznrkbO44YUb+MYu3+DsD51NupSmNpSgSffRvMLYUFUQQfbU8TD0Esw8AbY6W4SVnZIWpZOVScfcYsn4mnSgGO/RJWYimHQMKBMs437/EfzJ9C4Ss2JvekrS0A2S4SSpYkqiKpJtm5Q7FvA/QKEgyqNYFLVRURWVZPtcToRXsQidnXDXXfDQQ3Lfr39dykNXXimVsy9/WSLhf/azEZ/X8cfDtGl4ymPASfFyehE/WHEzjxZfZXbdNly22/fYrGoaOTtLqOQxpaadcPsE1U2Zolvkqc6nuPifF/PQwodIhpKcvuvpHLH9EYSNMPWxeuqideN6I5WSl7h8uXRSr75aKludnSK4fvAD2HNPuVy5b3v7xA5voDDABf+4gBteuIGv7fA1ztr9LLJ2lmpNp0nl0JQ5NlQVZGH282dI3tcu/wetn5JPXBoAe0AM+s+dKiJs+0vk9lAdoIJJx4CADwBBBew9gFKK/nw/fYU+YtamtSQBCk4BpRTtVe2bXFEL+ABSMdJns9IerARYed6IzwtEiA0OwiOPwG23iQLZZx844AC45RaYN08MUl/6Ejz8sPi82tul3bjLLigg4+XpKfVxe/cj/KT/fjxNcc4OJ/O1WV9EocjnUtQbSeonzUKvrZuQePCVT8Ep8FTnU/zsPz/jgTceIGpFOXrHozl29rGEjBARM0Jzonnc1V2+Ly995UoJVl20SHxfyaToUU2Ds8+WLUgV3386LcH9FRP++hgsDPKTf/2Ei/51EQdtdRA///TPKZQyxFSB1lAE3UqOhKqCGOZf/hEs/i3U7ghzr4FYR1l89UnA6tBrMP8MWa69w0XQ8GGpdvluedKxVZZwBwSUCSpg7z+CCtg6uPRflzK3bS57Tttz+Lp5S+bxdNfTnPWhs97Sz6VpGg3xBqKWBLdu6pRk1Iri+i7LUstoTjRTE6kJoir+l3EcMdenUmKir+QpjF4f5DjSikyn4cUXJc9r2bKRilZXF3zrW3L7wQdLFe3CC8Wrdeyx8NnPgmVR9G1WOyleTS3i+9238ERxIR9u2IlLdz+fKYkOCnYO8nkmN0wj1j51Qimmru+SKWV4vud5fvnkL7n/9fsJG2FOmHMCJ8w9gYgRQaFojjeTDCfX+l73PHmZnZ0SabZihUSW/elPUuVavVru97WvSVxZRXxlsxK2P5EF2+limmueuYaL/nURe8/cm8s+dRnFwgARN0VrogXdSox9QG45PH0CpObDjGNg6++I6V75UFgFfh56/w0vni8+sB1+CrU7yA5H35ZTMOkYEPCBIBBg62Bu21wOuesQ7jzoTj429WM8tvSx4Y/fLuKhOFNrptKd7SZrZ4lb8Y0WUKZukggnWJVdRdEt0hRvCqIq/tfwPFkd1NsrLcXK6iAY8Xnl83K/TEYMUDffLG701lbZu7PVVtKje+wxqXrttZe0I/N5qYodfjjU1OApj34nRV9xkJtX/YWf9/8JS7f4yU7f5rBZX0ChSGf6qTZjNG42F7O6doNVr6JbJFVI8XLvy1zz7DXc8+o9WLrFMbOP4cQ5J1IdqaboFkmGk9TH6teqGFf0ZHe3aM8FC2Rw89FHRXhtsYVoTZDZgRNPHBFblbSNpqYNF+cypQw3zL+B7877Lh+d8lGu/MwvcbJdWH6etupp6Gua/7sfhudOEwG883XQtrdcr1wJWPVKsPIP8N9fQM32ErBaPUsEmleQ+waTjgEBHxiCFuR6mLdkHofcdQiHbXMYt7x4CzcdeBOfmfmZt93o7iuf/nw//YX+N9WSzNt5DN2gLdkWRFX8L+D7I6uDlBLvVkVFVKphQ0PSasznpdRz771yMk3J8DrwQFkVdMUVcvtHPwqvvy79ux13lKrY1Kkopch4eVY7g7yeXsK53bfwQnEpn2rclQt3O4/WRAtFO4+Ty9DaNINk+zQ0a93eRF/55J08fbk+lqaWcu1z1/L7V36PoRkcvt3hnDT3JBrjjeTsHGEjTHOiea0qsW2L4OrtlZf5z3/KTsfnnhMN+vGPy8ueN0+05447ysucOnXk8b4v25M2lP2as3Pc9tJtnPjAiWzXvB23H/B/aKV+dBSTaqZjjvZh+g68fKFkeNVsJy3H+BS5TTni9fIceONqWH4bNO0J2/4QElOkdRlMOgZMgKAF+f4j+GleD3tO25MT5pzABY9fwMk7n8yM2hksHlhMTaSGZDj5tokaXdNpjDcSNaN0Z7txdXdcb8uGiIVilNwSS1NLJQAynNzwgwLef1SS6letEqEVi41kJoyOmygW5eS6ok5+9zvxfH3yk/DVr8pjfvpTiZyYPFl27vz97+Lz+v73YZddQNMo+jarnEGGikPcsPovXDHwEEkjxlWzz+Ozsz4LQDbTT9gI0bH5LoSq122kcjyHjJ1hID9AV6aL65+/nttfvh2lFF/e9sucvPPJtCXbKDgF8naepnjTWq31UkleRn+/CK8HH4TbbxevV0ODBPCvXCmrhkYzfbpMOIK8JbYtH29IfBWcAve+di+nPHQKm9Vvxk37/BKjuAqlh+ionjJWfOU74emvw+BzMO2rsM35IxUsv1QWX7Z4wlb9DSYdDFt9u7xWSAMnLbshoy3BpGNAwAeMQICth3lL5nH1M1dzxq5n8Nv5v2Vu61w+NvVjpEop+gv9hI0wtdFa4qH4Jlep1kcinGCKOYXuzKa3JMNmGFM36cx00uA2UB+rD3xhHyQKBTEzFYviy6qM7Ck1cls6Lbf7PixeDNdeKwmkW24pwmrzzUV0XXmlVL222EKqXtGoJNjvvz9YVrndmGHQTvPq0EK+vepWXiut5MDGj/KDnc+ivroVxy5SyA3S0DSNuo7N0M21q15KKYpukcHiIJlShv58P7+d/1tuXnAznvL44tZf5NRdTqW9qh3Hc0gX01RHqmmINYyZ8C0URkRXKiXVrjvvFB06aRJ85CPwyivw5z+PJFx0dMjL6e2Vl65pIwu2J02SGYX1UXSL/Hnhn/n6A1+nLdHKbXv/lKgq4uoRJld3jJ1A7nkEnj1VWoxzr4b2z47c5hWg2A1uHp4/Wzxhm50Em50IoRrxhLlpCDVApCGYdAwI+ADygWpBjgpiPfaNN954U89VaT/eedCd7DltTx5Z/AiH3nUol3/mcua0zSFshtHQKLklFIpkOElNpIaoGX3LBc5wSzLfTzwU3yRPl1KKrJ0lZsVoTba+LYIx4B3EtkVFZDKiGkYrh1JJbhsYEJWilIiwG24QT1dDAxx9NOyxh6iXK66QilhDgyiRYlF8Xl/5ClRXj7Qb3RSFfIYr+x7kNwN/pSlUy0VbnMynttwPdJ18ph/NsGibth3R6rV39vjKJ1vKMlAYoOSVGCoO8dv5v+V3L/wOx3M4eKuDOXXXU5lcPXm4JWlqJi3JFmKWmM4rurKvT4Y0u7slguwPf5CXOHOmFABffVWKgaGQvFWTJ8sMwX77iQiLjfKwp9PQ3Lxh033JLTFv6Ty+fPeXiZgh/rj/L2mKt1JSiilVHSMVcd+BVy+FN66C6q2l5ZiYPvJEbk7EV2lQPGH5lWLGn/plMdcHk44Bm0DQgnz/8YESYBXeCg/YuqYgn+p8ipN3Ppn+Qj8Fp4Cpm0TMCCWvhOM5mLpJbbSWRCgxZuHvW0GmlKE7041pmJvUkgRpnwC0V7Vv8nMEvEsoJb2yyuogyxqbHF+5bdUqqWRVHnPPPZLppZSokIMPFsFWqXrlcjICmE7D7NlS9SoboyrtxqJTZMHQ65y1+maWllbx5ea9+O62J1PV0I7nlMgV0lQ3TqKpY3OMNapejueQLqUZLAziKY+8k+f656/nt8//lpJX4sAtDuSbu36T6bUiUgpOAU95NMQaqInUoGs6vi+H2dcn+nLJErjuOplotG0RXrYtGV+mKcKrEqJ68MHw+c/LKqE1K1zZLFRXiwBbH7Zn85/l/+GwPxyK49n8Yb9fMqV2BkXPYVKybcSPVuiCp0+U1Pqph8O2Pxi767GSbp9bLgGrfkkyvtr2ltakb8t1sQ4JbQ0ImCCBAHv/EQiwN0HJLTFUGiJVSAEM/yNcdIv4yidqRamL1hE1o2/ZJKLt2XSlu7A9m3ho41uSIL8QC26B1kQr1ZHgL+x3DaWk/+X74goffbliSnJdOVVuB+mnRaMjbalK0FVnp/TiQBTIv/8N118v1bCPfUyCrpqbRaRdcQX8619SCsrnxed13HGyYkjTcJXHgJthwE5jF7L8tP8+bhp8lCmRFi6dcQIfnrknRKMUs4O4pkHLlG2oqmka9dLGthkNzaDgFbjuueu4/rnryTt5Prf55zhtt9OYWSerw1zfJe/kSYaSNMYbCRmh4bmCvj55G156SYYz582Tt2HSJLktk5HoiIrlbepUmSk4+GAp7I3n6yoURJC1ta0/hN/xHJ7rfJYv/uGLpAoD/H7/K9iiYStyTp7JVR3EKuJr1Tx49huyWmiHSyW1fjT2IJT6YXCBrBYyE7DT5dCwu5jrK5OOsY5g0jFgowkE2PuPoA/1JgibYZrMJuqidWRKGQYKA7i+S9gMEzJC2J5NZ7oTXdOpjlRTFa4ibITfVIsyZISYXDOZ3lwvg4XBTWpJWoaFoRt0Z7spukUa443BCqO3gtGCarSYqgiqyqmSvVURVKMfr2ly0nU5N4yRks543zeFgjjMKzsdw2FYuhSuuUYMUDNmSMroNtvI8z/6qIivfH7kcx1/vPTmLEvajW6O1W4KSjZPp1/hnN5b6bYHOLb9s5w19cvEWiejfJ9suo9IUxsd7ZsTKrffKqux+gp9OJ6DZVgoFNc8ew3XPnstGTvDfrP24/RdT2fzhs3LL1uRs3MYusGkqknEQ/HhYl5/v7x9//43XHUVPPOMvMSWFglVXbJENiKZptx/6lTZjnTwwdJSXJewKpXkttbW9Ysv13d5adULHPHHL9Ob6+W2/X7Flo1bk7VztCdaRXz5Lrx2Gbz+S6jaAub+GpKj9tFW0u2dQeiZB69cAPGpMOdqqN5SzPVuTlYQxdrlPCAg4ANPIMDeAiptx+pINQWnQH+hn0wpI5lcIQlizJQyDBYGsXRruEW5qSuDdE2nOdFMzIrRnenGMqyNnsjUNZ2qcBXpUlpWGFW1veUt0w8E41WofH/8CpXrjoioNTGMEWG1ZgVrU7BtMUB1dY3sdMxm4Te/gb/+Vfpq3/ymTDgahrQsf/lL2eNYURz77Sd5XtVSBR3dbiwVs/yw/w/cPfgvZsUnc+/mZ7JT8w5QW4tTyFEIaTTN2oHaqmY0TcP2bNLFNIPFQRSKiBnB9V1+/eyv+fUzv2aoNMTeM/fm9N1OZ6vGrYZfRtEt4ngO9dF6aqO1+J5BX58crudJ4P5VV8nMQCwmVa5USqxrO+4ombEVEXb66fCFL0BV1brfWt8XzVqpnq1vwbbne7zW8zxf++MRLB1awe/2vZzZLduTtfO0JVpIhhPSTnz6JOj/D0w+FLb7kYSmVlA+lHrBTsPyO2Dh1VC7E8y5UipdIG1JMyGTjkFmX0DA/wxBC/JtohImOVQaQtd0ImYEQzdwfZeSW8JXPnErTm20lqgV3eQK1OiWZCKc2PAD1nGsnu/RlmwjHvqA+07Gq1BVBNWaFSrXHXncmsJqdIWqIqo2Ypn0JqGUHG9fnyiPYlG8W5oGf/yjrA9yHFkddNhhcptS0q/71a9EecCYPC9gpN3oZAjZHn/Nzue7q24j5WY5ecrBfKPlAML1TRAKkXdy6I3NtLZsRsSKUnALDOQHyDlSwYqYEQpOgRvm38DVz1zNYHGQT07/JGfsdgbbNm87/FI8X7xgMStGU7wJzQ8zOCjiqlgUU/1vfiMaMx6Xl2XbEh0xYwa88IIMeE6fLi/lwANHkuzHw3XleXVd1gtVVa0/bsL3HBb1PMORD5zIUz0vcu2nL+HTU/cgY+dojjdQG6mB3n/AMydL9Wr7i2DywWt8vTxJt3cz8PqVsPJuaPkk7PgzCNeVJx2zEKoPJh0D3jRBC/L9RyDA3mYq61TWbE+CeMhsz8bQjDeVLeYr/021JCvHmbNzNCeaqY3Uvn+iKiptvzUrVJ43tkJVqVJ53thfdBVhVRFUFSFVEVabekyVk++P/XjN0+hjrpjsR3+s1Ij6KJVERBUKojYiEUmvryiVXXeV9UDt7XIc/f1w6aWiVkD8XyeeOOzzqkw3rnIG0VyfdDHFd/t/z0Opp9kuuRk/3ewkto5Ngfo6PN8jG9KoaZtOfVULBbdAf74f27eHdzEWnAK/e+F3XPX0VfQX+vn41I9zxu5nsEPLDqPeGkXeyaOh0ZxoxvQTDA5qZDLi3brxRokny2TkJVb2g3/oQ9J2fPRREV4zZshLOfDA9UdHOI4IL8sSL1giseEvq+/kWLbqGY79y7f524r/cPnHf8gXZu1Dxs7RFKunLlIFr/0C/vtzaTXOvRaqZq3xPVBOt3fT8OIF0Pu4mPK3+b5UyJQnwi3aIrETAQFvkkCAvf8IBNg7xOik75JXGp6e1DQNX/nDVaiwEaYuWrdJQipdTNOd7SZkhDZJyFWiKhKhBC2JlndnhdFEfFQVYTXamL5mhWq0mBp9qtxnfYKo8jMx+vrKMax5fONdN/q1VI5lTdE32u9Vua0SSuX7ohwq6qHynJomZRvLkgrYNdfA/PmSsfD1r8sEY+X5//QnyfuqZDF89auyt7Fc9hluN7olorbi7uwT/GDVnRR9mzNnHMFxjZ/BDEUgkaCg+3h1NdQ1TEahSBVTw21GUzcpukVuXnAzVzx1Bb35Xj465aOcsdsZzGkb+7ug5JYouSVqo3XEqGdwwCCfly7qddfB3XfLl7YSHVFXJyGq0aiEqPb2yrTjN74Bn/vc+itYxaI8RyQCjY1jlwKs+3vPRxX76ep/mRPm/Zj7Fz/Cjz9yNl/d5hAypRx1kRoaDR+ePRl6/wmTvgDbX7z2XkbfloDV0oCY7YdehS3OgFknib+rMukYbYc1d0UGBGwigQB7/xF4wN4hdE0nEUqQCCWG25NpO42GRtSKDuccOZ5DT64HslAVrqI6Uj0s1DZEVaSKsBmmK9NFzs5tdDtR0zSS4SQFp8Cy1DLaq9o3XshNtPrjeWNbfZXW35rG9PEE1poVq4rQmUg1aXS1bF3vqaaNPOfo68Y7wUjFbE2htSEqorIitCop9ZXPVzHfjzYqpdMirB58UFTFiSfCvvuO3GfVKjjvPMljANhzTzjhBOm5Ie3GfifNoJsl7PgMOSmO772Vx4ZeYOearfnplqcyQ6uHaBQViZCJm+h19VhmhP5CP4ZuELNiaJpk4N284GZ+9eSv6Mn1sFvHbvx6v1+zS8cuY19mud0YNiI0hqaS6YuQKsHLL8tL+ctfRl4ywKxZ8pKyWQlW7e2V6374Q7GtrauCpZS8hY4jla7W1rEpHev/WpRQ+S5WZbo4818/5/7Fj3D2zicNi6+aSBUN+dek5eikZUn2lEPX/nr7JYmiyHfBc6eL/2vHn0p7UtPX2OkYxMAEBPwvEwiwd4GIGaEl2UK9Vz+8hsVXPmEzjGVYMjmmFDknx1BpaKOyxcJmmCk1U6QlWRwkEUqs7S/bQFssqhS2W2Rp5iVao01UWYm1q1Jript1VX9g7YiFyuPXxbqqSaMF2HifZ81qUkWgVT6uCKV1TRS+nYyu4BUK0k50nJHbLUsE1+h+mu9Lv23lSjktXSo9uFJJ4twPP3xYWOH70or84x/lPenogHPPFZMUjG03eoq47XFj7t9c2H0nmqbx4y1O5IiWz6CXbIjFKMTDDCQMjFiMmKaBxvAqK9uzuePlO/jlk7+kK9PFzu0788u9f8mHJn9orZedt/N4viJOK6WBJD1FjX//W4TXM8+M6OdQCD7xCdh7bwnhv+466aBuuSVceKFcvz5jfbEob3F1tUw/bijRfhilwE6hiqvoLWY4/8mruf21+zhxhyM5ZfbXyNo5qkIxmlbcivbaTyExFXa/Baq3Wvu5vIKIr8wb8NyZgC9Lt5v3lIP38qCZwaRjQEAAEAiwdxXLsKiL1lETqSFn5+jPV6YnDaJGhKgeAs3C81wGhnro9T2iZoS6UDUxM4qONm7LTnddmn2faNGnJ/sGlmYQ1q01RI0C1i1CQigM5dPl9VEMV9MQrRcht2aVZ/RzVlpnlarOmhWtSmXp7agmvZcY/T6sS2xVhCBIJMTSpbBixYjYWrFCenO2PfK4SESUxnHHSbJoheefh4sukupYKCTtyFGKpejb9DiDlLwSMUdjibOab62+mafSr/Kx+tlcuuWpdGjVULIpJWOsSkA24tCcaKAmWjPcinY8h7tfvZtfPPELVqRXMLt1Npd96jI+Mvkja1Vobc8mVypiOrWofD2rsyYPPywaccmSkS9tY6O0E/fYQ8L4f/ADEV5bbSX2tU9/et3fBp4nb6+mieiqrpa3duJfJ6fs08rTb9tc8vR1/GbBLRy+1Rc4d9dTyDsFEqpIy4vnoa1+DDoOkNDU8dqGThZKPdD/DLxwLoTqYOffQt12ZR9fMOkYEBAwlkCAbSrr8w+tz2xd8RKNFky+T9L3SSpFoWRLeKWXx9B0InoYQ9OpuExs36HTW4iuG1SbCapCSckWG+1vKouXKjNOuKqDzsJqcsohHolvWNQoJdNZno/h+yR1k1QxRSGfps2swfIYqeasSUU0VQzs4fDbPxn4bjNRsWUY0kuriKvRQmtgYOT+ui5u844O2GknOe/okMyEaBSeflpM9CDBVxdfPGKy/9CH4Kyzhss/Y9qNriLq+VyTfYzLuu8ioof52danc0jLXpDNkvcz9NVFGEzY1NY0MyvRhmnIPw+u73LPa/fwi//8gqVDS9m+eXsu/MSF7Dl1z7WEl698hgo5SrkQen4KqaEod98t5vr+/pH7zZ4tw5rbbQcPPQSnnCK3b7MN/OxnUg1b17dqZaLRMETAVVWtP05i7a9Z2QBf7AHNYMB1+dXzN/CzZ6/lwM0+w4UfOZuiW6Iq+ypNr5yPZg+K12vq4eMflJOG4mro/jO8cgkkZ8FuN0Bs0qhJxzpZsP1+/aMiICDgLecDZcJ/K3dBjqGnR36xjhZO62K08Xrswa1d6VlXJUjTcHyHdCnDoD2Ep3wiRghrVNtCKUXRK+IqH0u3qA/XELdi4+549HyP1cU+hopDJPQIur+GD2u0H2u0CX2UF6qgHJSu0RZtIhaKf/CF1XhsSGyZplSsurrGiqyVKyWlfvR9E4kRYTVaZLW2briM4zgSOXHHHfK1q6uTzdKzZBJPKUW6HKaq+RC1fV7xejij53e8mF3EPk0f4sdbnESdHic7sIpUyCfXXo9ZVUt71aThOBPP97jvv/fxsyd+xuLBxWzduDVn7n4mn5z+yXE9iUO5AoMpDy/bSLa3httu07jrrpH0i3BYTPWf+5xMJN53n8RNDAyIEDvrLKmErUujVAZBLUuEV3yi34a+J8Z3ryBiyS+B0sCMkiplufaFWzjn8Qv5xJQPc92nf4LrO9SuuI3aJb9Gi02SYNWabdZ+XqXASUGxD5beCIt/K6n2O18LoVqZdHSyUvUK107gQAMCNp3AhP/+4wMlwCq85VOQr78u7Z81fUXvAL7yydo5+u0Utmdj6SaRNdaUuK5N0ZGly3E9TI0RJ6pMdNcbY3AfsjP02AOEdYtQRcyNF7+wDlzfI+8VaA7XU2Ml3z9RFZtCxafmOGuLLc+T6lNPjwir0dWswcGR56hErVcE1mjBVV298dUQpfCe+Df65b9CS6VQmoY6+GDUkV9BK7e1ZLoxRcmzibkanu9yefYRruz6IzVWkh9vcRJ7NexMJjfA0FAvqrkZ1dZKPF5DU7wJy7Dwlc+fXv8TP/vPz3hj4A22bNiSM3Y7g8/M/My4X/Ns3qFzdYFiqpq+5Q3cfKPF3/4mbxNI+sVBB0kmrKbBvfeKVW1gAHbYQYTXRz+67rejUJAvRTQqwm2DGbbKB68kK4EqggsFGKCHZO0PkC5luOnluzn17+ezS+uO3Ljv5RhOmsZXLyA+8G9o21cM9FbVuF8LSv1g98GrP4PuB6D9czD756N2OtoQbQsmHQPeEQIB9v4jEGAT4fXXpWLxTjMq/kB5HkWnwGC+j0wpi+64RJUh1axRMQUlz8ZRLrpmUBOuIhlKEDYjw0Kr6JXoKvbiK5+YOdERsRF85ZP18lSbCZrCdRjaB8DPMlpsVaYRHUdCqLq6RGh1dclpXdWsirAaXdGaSDVrHSilcAs5vEVv4L/yMvqLL2EuXIyZSgNQnNRO97dPwmmV/Yuu8km5WdJuDkvphFyfl1jNJd2/Z1mxh0837saxkw5A0zSKQwNYuok+ZSqlRISGWCNV4SoUiseWPcZ1z13HosFFTK2ZynGzj+Pj0z6Oruljhjl0TSdf8FneXSA9aNHz+iTuurGel14QX5umwdbbORzwhQLb7OBil3T+/KcwD90fYXBAZ/sdXE45rcTuH3YxRv1BUxF4MtGo4XmQTEBdnUakPDSojfIuapomgsu3wS2guVlwi6BpcpseAt1a6zEFp8hdr/+Jr//lHLZumMXt+19NIvsajS+fh2kPoG37PZj21fGVXiXdvrAKXvw+DDwJM0+Erb4tP2deEfDLOx2DSceAd4ZAgL3/CATYRHirBVhFWI2eCqy0AUeb2EfnP1Uep2nYeKRVgUEnizJ0IkYEcw1jr698ir6NpzzCeog6q4q4GcXQDDzlsbo0QNrNETc2LYU/7xYwNIO2SCPh99MKozXFVkVkdXbKqSK2Vq5cfzVrtNDalGpWBaVQg4O43Z34r7wC/30NbcUKjN5+9HxhrTEJBZS22ZKBH50Lul7e3Zinz0ujKYjYiqLucFV6HreteoSmcC2nTf0yWySn4jolQpkCZl0jhfYGjEiMhlgDlm7xj+X/4NrnruX1/teZXD2ZY2YfwyemfWIkC25UNFo2q1jWWaS332PZ/Knce/MkulfK90A47LP7x9N8+rMpGls8cjmNeQ8lmfdQDakBi212KHD0yf3stGtBOtyoUa9NoZRGqSifp6oKksnyrIJa413wbfBslJNF84tyu67JlKEeQik1vnZSCk3TeG7VSxz95zOYXNXGXZ+9ltaeP1K7+CqItqHN/TXUbr+Or5cnxv3CSph/DmQXwTY/hBlflduDSceAd4lAgL3/CATYRHjqKclcMs2xE3prBnxWgjRHe8VGZ1xV/FajdwaOngwc/XyVz7MePOWRcwv02Skc38XSLSLjiCHHdyl5NmiKKjNBtZUgrIXIuDl6Sv2EjdBIS3IjKPk2tu/QFm4kab0HVxiNFlt9fbBokeRjVcTW6F2KFZLJtX1ZHR1ijN+UalaxKOb71ath9WpUby/+qh5UZydaTw96OoO2hqdQASocxq+pwm1txpk2GXdyB14iQeT5BaSP+CLEYhR9m153iJLnEPU0DE/xFCv5UedtdBZXs1/TR/hi+6dIGFFCRQfD8XAntVOqSZKMVFETqeGJlU9wzbPX8ErvK3RUdXDc7OP49MxPr+Ul9DzZv7hsuUdvqsBTD0/nb39sJT0kAq2xyWWfAzPs9tECiQRk0vD3h2P89cEkqQGD7Xcq8fVTMszdzR7329rzoVje0VhTI1+G4aBVVRFcJfBy4BZG/cxYIngmIICLbonB4hCLUks57uGzqI1Uc89+v2DWksuJ9f0Dr/mTGDtdDqHq8Z9AuRKwmlkIz58JzhDsdAW0fUZud7NgxINJx4B3hUCAvf8IBNhEePhhEWBrTjCONrCPDvc0jJHfHoYhv7grgZoVETfae/UmIxeUUhS8IgN2mpxXwNANonp4Lb+OUoqib+P6LpZuUmtVYWg6fXZqk1uSnvLIugUaQzXUh2rePV9YJQxq5UpYuFCyDpYvH2kdplIj9zWM9VezJorniZGpt3dEZI06V729aOn0mIcokPZY+edO6TpeYz3O5A7sLTajtP3WuDOnr9dn6CqPQSfDkJcnrHQsxydjevx84EHu7X2c1nADJ0w5mO2qZhL2NbR8AaIRih2tqGiUhlgDC1Yv4JpnruHF1S/SlmzjmB2PYZ9Z+4wZ9AAxvvf3w4oVir5UiYdunc7Tjzbh2Dqg2GJrm88fNsT0zVxCIRhKwWOPxHjkIRFeO+xU4vhvZJi76/jCy3WhWALLlCiJeBwMXUlExLDgyjMcm6KZKM0k7xUZLA4xUEwxWEyNujy0zuvzbmH489aEq3hwr+8wd/kvMEqrcbY8h9BmJ6wnbKycbj84H+afLcJv1xugbqdy6G9GjPeRpmDSMeBdIRBg7z+CGIqJsHr1SAtydEp6RTxFIiMVq/EiKWxbxAGsvTJn9HNV4goq4q0i1tasuo2ulpW9LjEzSsyMYvsOaSfLoJNGKYgY4eH2pKZpRI0wGGE85dFnD+IrNVz9SjlpqsxxglvXg6EZVJlx+u0hCl6J1kjDuJOYbympFCxeLCKrUtVasULah6OrWVVVIqp23nltb9b69thUyOWGK1djBFblcn//iNO8jIpF8ZIJPMtEi4UxvBhGLi+3aRru5HbszWbgzJqBvdkM3Ckd6zwWpRQ+Pp7y8VH4SuH4Lv1eGg2IuxoainlqMRctvpVBJ80BzXvwlY59iBtRUTZOEb+xgWJjDdFIFUtSS/jB4z9gfs98muPNfOcj32H/WftjGaMnbOWlr1oFvath+QqNe347jTderEEpDctS7PHJPAccOkQ8rjBNqY79429x/v7nBIMDBjvOKXHczwfXKbxsG2wHQpYiXpum4K9i4VAfg13dDORWMVhKMVhMM1DKMFjKlIVVisHSEAOFFLbvrP2kZWrCVdREqqkNV9MUb2DzuhnURmqoi9RQG6lmSWoZ1y64hc7nvs2c+kaKu95GtHntENlh/KKIr1WPw0vfh0gL7H4rJKYxvNMx0hxMOgYEBGwUQQVsIlx/vfzifjsZLdrWzBOrVNbWFXFREWmVypqu4xkaWWXT72Vw8AnplqwVGqfqZvsOJc8m7eaxPZuGcC1Ja439dhOg4InIbI80rTWpudG4rlSuliwZOS1dKhWu8apZ47UNq8aZXqvgOCKgxqlcDZ/n82MfYxioxkZUYwN+Qz12XQ2O5qNyOYyBQUKdPYS6etB8+Tq5TY04s6aL4NpsOs6MaahoBKUUHj6e8oaFled7uLg4ysfFw1Ueru9Tydod/SWPeBq669Fjlfjp6nt4dOA5pkRbOW3al9giMQ08B0o2mCZ2Uz1OVZzObDe/e+F3PNv9LI2xRo7a8SgO2OKAMZsVXAfSGenMDqXghaeT3H9rO6tWRgGN6hqPzx6UZY9P5vB8hoXXvx6N8/eHEgwMwLa7d/OFr62gY4tVDNmDDJUGSZUGyueDDBQGSJUGyboDDNkDDJWG8NRYETv8dpcHSWoj1cPiabSQGrmucrmG6nByrT8ANDeLmV2ElV2IlV2IP/gCf+n5L3t0zCU05wqSyfX8bHsFKHTCinvgv5dDzbaw600QaZAqnV+ESBuEkut+joCAd4CgAvb+IxBgE+GdEGCbyvqCYH1f2pN+iQEvR84vYmg6UazyhNgov5lpooCUX6DLHcAyLFoijcTMCKZhrVV1WxeO71LwirSGG6ieyC+loSFZLL106YjIWrZMPFprVrPa20VcjZ44bGlZu4KklKTCr6ty1dsrrcM1v/erqyVgqqkJGhvxGxvxGupwGuso1CUp5tLobywisnAJkTeWEF66At2WSoxXlcTebBqlmdMpbjaVwsypuNVJHN/Fw8NWnggr38UfZwmBBuiaho4+cs7oSqQCx8FzbfLK5U/uy1zbdR95r8hhbZ/hkNZPYumGVL00UNEohcZqFhW6ufOVO3m662nqo/V8bcev8fktPj+841MpSdjo64O+XhhKaTz6QBOPPFhN3ktDtI/Gaav58L4rqG5dTao0SMYVEdXVl2F1ZhDPGsBI9uOFBlkXlh6i2qqlNlJFfTRJfTRJbbgsqKL11EZrxgip2kg1VeOt0VofvoOZX4aVXYhZFltmdiFmsXvkLkYM16rHKq4gv/3PiU87ZN3P52RltdDCa2H5bdD8Cdj512BEg0nHgPccgQB7/xEIsInwXhZgG4HtO6S8HCk3CyiiWhhDMSLeUKAk+by71M+AnyVGmKQRpdqMEdFCIx4vQxej8Wg/W7ll6muQ9YvUmkkao/Xo+qj7PPAA/OlP8lt/zdwswxBB1dYm4mryZDmtWc0qlUYE1SiD+/Dlvj65z2hCoTHiaszlpia8+lqcsIXtOxR8m1LfKow3FhJ5YzHhN5YQXbhsuJXoh0MUpk8mN3MymZmTSc/oINdYLblclLWVAjSFjoam6RijhFUlEkEaiwq/3GKUlqPC96UK5nkenlvC8z2pmFkm/UaJX3f/iWfSr7J5fAqnTfsyU2Nt4JTEyR4O40YivKSt4u6F9/F019PUhGv4wlZf4EOTP0TBKTBUHGIgP0RvJsWqoRQD+RT92QzdfTnyfgqi/RDOrvP7yPTj+Nl6/Fw9SauOLaZWMa21mppwHdXhWqrDtdRY1VRZCWJelBrDpLnWJJnQsCyzbJx/EyZ1pTBKPWNElpVdiJlbiqZEtCvNwIlOphSfTik2jWJiOnZsOmZiCnEjRGLgP4Tb95HMrvGwU5DvhFcvhVWPwJTDYYcL5bi9gpwHk44B7yECAfb+IxBgE+EDIsAqVIzz/V4GR3mENFN2RY5CKcWQm6PPy6CVhZmhGSSNGAk9TFgzx1bdyvcZjs5QipxXwjIM2sw6QpVJtfPOg5dflmrWlluOiK0pU+Q6TRNRNl5LsHJ5aGjsC6osAxwlqNYSW+WoCKUUrvKGhVbOL5LPDmK9sZjIG4uJLVpOfOFywv0peRm6Tm5yC5mZk8nMmERmRgf5SS3ohiHZWGVJJcfBusWU8vFQeJXLapxtCuV4Es33KHo2A6pAv1FiQOXp97KsKg0wb+AZUIp9mj7M7OotybhZMsU0aYqk/QIr7T4W51aSsTNoaOiavs4WH0BIJfGzDbhDjVCoRyvUM6m5il12SJC0ajHdWkJuLSG/jkXz23n8vskMro6z0y4ljjs5w5xdyrsqlYemJG3et7PYBQfThESVQaLKwtioXUGjvrROGiu7CDP7xojYyi1Cd0cEohtuxo7PoBSfRjE2jVJ8Ok5sMuFQkpgZJWpGsQwTS7c2PCSiFNiDkFsGC74Lqfmw5dkw6xT5PnOzYMQg2hpMOga8pwgE2PuPQIBNhA+YAKuglCLvlxhw0yKWdGNslQso+CVWOYMopQhrIYq+g6/5hDWLGiNOzIhgrKdNVMkiaws1EDci+L39ePMeRe9ox0gNrC2y+vrW3jMZjYqYGi2oKgKrqQnq64cjInxVMa37uL5HSTnkvRJ5v8iQl6dQyhFeuoLkohVUL+qkZlEnsa7e4anEQnM92ZmTycycRG7mZHLT2vFCIXzEp+Xj4Q6LKb983Tg/Q+UKmIYMSWhow1It5xcZcDP0OWn6nBR9dopue4AeN0W/nyXl5SipdZvMx0NDw9AMXOViaAaTqiexVcNW1MfqSVo1RLVqLK+akF+Lk6nhxcen89gfNiczIF6/WMLhwMMG+fxBDrajkU6LBc73Yf7TcR64J8FAn8GcXUV47TS3AMpG8wtobg7NL2G74DgmZsiiptYgFpNorgnh25i5JcM+rYpnyyitGrmLmcBJzMSOTacYn0YhOg07MQ3fTBIxwxsvttZEKSj1QeYNmH8W5FfAjpfB5IPWmHRshE3IzgsIeDsJBNj7j2AKcl1ceinMnQt77jly3QsvSCjrwQe/e8f1FqJpGnEjQtyIUPJthrz8SHtSF2EV1cN0hBrpdYbIeUXiRgQNDUd5rHaHwB0iaURJGjEi2thfer4PmhvG9XzmDw0Q9xqYcfmVJBf8e/g+Stfx6xpRjY1om2+J9pEmtKZGtKYRkaViMXytbFZnRGA5voujPBw/RangUPRL2MqTFqJysJ0ike4+qhd1Uru4k1mLOkku65YVTYBdHSc1YxKdu2/DwPQ2BqY1U0rExEOFtBIVeTRHYhDWFFO6pmHo1nAFzFc+Q16ePneIPidNrzvEaidFl9PPaifFgCvRER7r2SU6CkszqbYSNFg1NIXrKHolnhp6mX0admeXxOYko7VkdJcHuh/lqYEFhM0wR217FF/a7kvEzSSlEgyloZCHUhEWvx7hz39o4ol5dXiuCIiGljyHHr2aj39cx7VNVvdq5PKgo/HiczHu/X2CgX6DubsWueTnPey00xCam0UrlsrTAQYlN4TjJoiEoblhZGvXuCgfo9A1qppV9mnll6OVK3VKM3Hj0yjVzpb2YWwahdhU3LBEPISNMHErSp0ZIWRYmya2xjkuiqth8AV44WxpM+52MzR9ZNSkY5MIsCBmIiAg4C0gEGDrYu5cOOQQuPNO+fiFF+DCC+Hcc9/d43qbCOshmvQQdWaSjJtnwMvgeB4RPURIN2mxaklpWfrdDBHDwtJMLM2QKppXIu3kUb5JnAS6G8N1QpRcHZC2n6FHGNRTZKa1kVigkT74KPIf/hT5ZA22MnA8vxy54OHhoVk2lumg2Tl0L42meWiGQuHjKFfEV7nCVfBtbN8mMpCmenEndYu6qFvcRe2SHqyCeMGcSIjUtFYWfmZnBqe3MTSjnUJDTXnFzkh9al2zn57ypGrlZuhzh1htp+h0+uh2Bul1hxhyc2T94phk93Who5E0YtRaVTSF62gJN9AYrqHOqqY+VE29VU19qIbYGuZu2ynw1MCL7Fy9NatCNrcsu5/Hep8mYob56vZf5cgdjiSqVZHLQ2caHFfCTZ94tIY/393EotcSVKTljK2GOOioTnbZKYxXitLTJdETlqnx6vwY99xRFl675Lj0J8uZs1OfPNTRUFoIX48P76ePx6GhESJr2Kl0e3Acn9ZidG9kutSNtOEmZlJs3JNSfBr56BSK4Q4w5J+mithKvpVia00q6fa9/4QF58nuxg//AWq2Hpl0jLYHk44BAQFvKUELcn3MmycibNdd4R//EPG1/TpWlHzAqLQn+900Bc/G1HUiWoiisum2B/BcHZMwJVujaBuUXB1PKWxlo2k+CTNMXShGWAuNmWQrFjPUvPAc/dvvgGNp+GX/WKW6VWkhugpcD2zXxdF8XN/BwcbVS5imR6KUp3l5D81Lu2la2k3d4m4iKfEF+YZBZnIzQzM6GJrZwdCMDnJtDesMN7V9l343TZ87RK8zxEqnj67SAKvcQQbcLGk/R8G3N/ieaUBMj1BtxKk3EjQb1bSatTSEqqiPNVAfqZeWoJmYgBfJB88VYz2I+AmZdKk0t3T+mXk9/8HSLQ7c4kCO2vEYolod6bTEzfk+9PeaPHxPPX+7r4l0ygJkNc9OH+5j3y8vZ+tZUTS7mp4ejUIBomF48bkwd91azcCAyS67DHL88cuYvVMWpVnDZnPfl/kG3xdbXSIBIb2IlVsy1qeVXYhh9w+/HN+qxonPxEnMFMEVn0Y+MhlXjwxPhIaNMDErSvTtFFtrvc+OiK/OP8ErF0N8Gux+ixjsvSLgQbQDNiGkOCDgnSRoQb7/CATYuqi0IOfNgwsugC99ScTXB6gFORGUgqzt0FvK01PIUHRMbNsk5Q9RVAWiegTTUGi6j8z1iT/KVtISBI2oFiKih7E0C095w/v4NE1DK3v3Vdmg7iuFq1wcXBzlAgrTdmnoXEXT0m4alnTSsGwl1av7ho8x1dRI39RJpKa3k5nZTnZqC1rYwjAUJVWiz03Taw/R6fSx0u6jxxmk1xki5eXI+gVs5a7j1Y8Q1iySRpRaI0GjVUObVUerVUe9VUW9maROT1BDGMNHjE9WSHpxlgnG2gMOJd8m5xXIeUU5d7Lk7Tw5t0DWK5BTJfI45FSJnF+U+zl5lmRXYGoG+077FEfscALVZhuZtOg0DXj5hRgP3NnI04/X4nkiOE3LY8/9evnEgcuY1B7Ccuvo6TKxizbVCZvnn4xx+63NDAyE2GXXQY7/ehc77lQc02rzPCgVPaJuJw3GQpLeQsL5stDKr0Art1WVHsaJT8NNjIitQmwaJaMKT6lxxZalm1iGtUk7Sd8Uvg35LlhyAyz6DdTvArv8n6wi8gqAVo6ZeB/tOg34nyUQYO8/PlACTNO0/YH9Z86ceewbb7zx5p5s3jw48EBRIB/9qHwMcP7575sqmFKKyn9++bK/xscKhet7YlpXipLrY7uKnA05WyNXUsOOJYVDSSuQ0zIofEp+iZxfIqxb5YlArRyxIL9ldU3DLweLKgUhTJJGnBBhFL5MIyqHknJwKqZz36e2p4/mZZ00Le2iftlKald2o5enK/PVVfRNnUTftA6WTW1iYXuCTivLCmc1PU4f/X6KlJ8m6+coUtyg38rEIG5UqlZJmkO1tFn1tFh11JtJ6s0qas0ElmYOv6e2csl5RfJujqyTJ+8XyWGT033ymiOXvRI5Ly/38wrDYqtyedwpyFHoaETNKHEzSsyIEjMilLwSi3IrOGnbk/jUlCNxbQNDB7uk8fcHa/nzHxpZ+kYcTVcoXyOedPjMQav5yD7LqapWRN1aBnp0lJOjtqrIf/7dwi03dzA4GGLX3dIcf0I3O8zOyfvi9BMpLiScW0gov5C4s5CYvQjdL5W/FzS8aMewyHLKp1KkFUcpXM8drl69J8TWmvhFMdm/+nPovBfa94fZl0sshZuVrK9oWzDpGPC+IRBg7z8+UB4wpdT9wP1z5sw59k0/2e23S1r66AXMngePPvq2C7DKChqFGLtV2Vkkl8t1Jl/u4Q5Xjcqp6hWTermVt9Y+yLKZHAWOB66n47g6JdugaBsoDHTA0DQsQ1ETAWO4dRcC4viqjpKySXkZhrwsaZXFVPrwInDfB19peJ4mmbCehutBzvPpdor4FMtDgoqaVJqOlZ20rVxBy8oVNHeuwHRsemPw3yaLe7aoYcFeHSyu1eiOOwzpeQosxOYVeVdy47+HGhphwlQRI6ElqVa11NFILfXEiRPWLCKGgWa42HqRInlKFCnaRZaX8rym+imoIgW/SF4V5HL55LHuWIfK545oEaJ6lKgeJaZHiGs1NGhhYiG5LmrGiVgJIlZMzo0IIV3EVpQwId9EV2DqIUKRGEasCmUazB96hl2aP46mDPpXh7jv9gYefbCebNrCNEXU1Tfa7H/oKnbdazmWlccshSiuMBhye2mqN3js8Q5uubmNwQGLPT7SzRnH/pPtprxItLiQyKKFRIoLsdyRfDbXqsNNzCTf+IVhweUmpuNoFo7v4nquvGoNwhhUhd5jYguk1eg74BZlv2RpCF6+APr+CTOPh62/C2jgpINJx4CAgHeED5QAe8uxLPjsZ+Gmm+ATn4AnnljnXddXbapkQo2uNvnDl0dElK98qdiMk5Qun6RyvUIrz95pWvkcrWwm1whp5nCLr4LraTiuRsnRKNg6RdvAV6CUhqErTENRE1FrDHitw3+jdCw/Sp2KEaEWy86w1F5F0c8TcRJoull+pBp5Fg0MXWOzZQupn/84i6MZurVenk/Y3FsNndtC72466TCU9MqDHKB37S8LJjFiRLQwUS1KVIsQJUoI+WXvKx8bhxKlsmjKkdL6eU29iFsRTwpwy6c1iBAhqkWI6RGihKnV4rQbdcT0KDErQcyKETPjRI0YMT1CTI8SNaLE9ShRPULED6ErH9/3JBfMNPAtExWyxIdW3jqgaxqWFsJEx/I0TEDXDHQzjJFIoocj8j04Sgh8qm5vnv5Xkntva+T5/1SjANOU97ljWoHPHrqcObsuw1WDaKUwdl81jhemvtbg1acKPHHHcqbVPsw9pz3PjtMWkNRWSM7bSvC0CIXwDAaiH8WOz8Son4lWNxMVrsP1ZfDB86WaqXk+IV1RFUq+B8WWkgqXb0uavZcD3xVfHTp4WXjhu5B+Bbb5Acw8pjzpmA0mHQMCAt4xPlAtyApvmQn/Zz+DM8/EnTEdY9FickcdTu5z+5Qn9cZWm8bLghpdbUIT9VQRSpQl1GjhJOto3vwvMNfTcDwNx4F8yaBQFluVKoWp+5iGWpcnXSpYvobna3gKXFfEm+NrOI6Op7Q1BJaGj0MfPaxSqwjrJhEtjLFG2vlQOs4ludNIJwrjfl4NTRLjMTDQ0dChnLfl4kwoviFMmKgWIaJFiBGVSpQWITIs1Mq3aVG5riy2KvcJuSGUD76n8D0NLWRAOIJm6phhA8vwCYdA0xW65qPh4rsOvuegKvs1TQMVCmNYYUwrjGmGsHQLUzNFYKFhuAq9ssjbMPHDUbJOnHQ+QiYXIjNkkE2bpIcMsmmDzJBBOmXw/BPVpPrDWCEf3wfP1dluTh+fO+h1tt62m4JfhHyG+kKOZmMFLeFFaKmlNIbeIGJJ+9BXOnZkEsXITArl05C2GXmjnWSVTjTuopujxJYGIT1EPBR758WW8svCqXJeWbVVNr1VLvsO+CXw8mXzPOXE/bDcb+i/kHoOBp6FwfmgXGk5Tjog2OkY8IEgaEG+/wgqYOti3jy46CI4/HDMm24i/bHdiP/+HtJTWyltu9V6q03vJJ4HtqfjOFCwDQolA9fXQBMvuKn7hC1/jNiqCCzHnbjA0nWFoStClr+OcE2dOG00+rV0et30DBp0rmyls7OVrs5WVqxsJp1JwFlnA+MLMGXHUE4CzUtg+jHCKkqEKDE9TMKwSFoWVSGD6rBO3JDq1HAFTIsQIbxposD1wffkl7KmIBoCy8Q3dHwdfFXE8xVF1ydXVPhDnrwnSsMyTCLxGLFYFNOIUnJi2Lkoxb4QhXyITMaS05ApQiprkcuFyOTC5AphclmLXM6ikDNQat3fQ5qmMC0fx9YBH9eBT+71Kl/5wt/Yovk1Eu5SEqll1KsVRLUMlDvnXb1tLFi2LQNqTybv0EbjZpMoRqah9Ai+D9m8i6dc4kmP6ngBy1RYerhc6Yu+NWJLSeN85HyNy5WfnbF7nMov3JS1P7oF6KCbI4/1iuDm5euma6AnIFwPbknEVv8T0PdkWXA58pzVW0HD7rB6njynVwJciE0OJh0DAgLeUQIBti6efhq+/W246CJW7vUJWp58itX7H4j5ygqys3YcXm0oVSupJmmoDe2qflN4Hjiejl0WW0VbxFbl15Vl+IQsnxAjFSzX1yja+gQFlk/I8tA1mUvUyvOJI6cRO76myYQiyqOnP8HCFbW8sbKeN1Y08MaKBoZy8stM03yam3vYfPNXmdLRzXJvd55SDzEn9ymmpD+Mk63HzjRSGGoil6kmk42TzSbIZBMM5GL4/vgm6HgsRzKRI5nIkiifJxM5EuXz5KjzWKyAro+qUCoFnrQIFSMtQk8zKbkR8jmDQj5MKRellI1SKsQo5mMUCjGKpSi5Ypx8IUIuHyGXC5PLhcjlQrju+n+cQmGXWMwmnnCIJ1xq63J0THYIR8RDpTyFrooYXgnNLaLZRZRtE9KKVEXT1MYG+NiWj9JYn2GH6S9RpZVT4vNQUlHS+gxWhz/FU//dgRvu2Z0nXtueLXYwOf6EbrbbPo/ruwwqF9v2KJXy6IaisTZEY02CZGgCYmuMgKpUpUZ9fwyn16o1fgh0aaNWhJRmykk3y9fro+5T7j9XLleqW15JwlDtIWkXgjyHmQA3DX1PieDqfxJSL8mxaSbUbAczj5UJx7q55QnHEvQ8IkIMBbEpwaRjQEDAO07QglwXlQywO+/k4X8uoH0oxea//hmvHXcGqVnbDBubKpEKoFBKQ9OU/DGugaH7GIYqV6JU+bKS/dXlYUF9lGirCDkYEVuOO1LZcjx5/sqXzNDLViYXHFfh+BquI1UtDSXRAJoIKUP3MXQfXXfRNLlNogMUGh6UL8PYgoS8Sk08bR509VXzxopGXl/RxBsrG3hjRSPZQrh8PD5TWwfZbFI/m3X00dq+ktrWpcRC4snKqTy2cvivu5RtzFmyHxLWWT30fY18IVIWZXEy5dPYy7Hhy/l8FKXWFg+a5hMK2ViWg2m46LpftlXp+L6O45g4jkmpFGKdvrfy88RiDtGoQzRmE406VCVz1FWlqE8OUpeQU3U8TXUiQzKeJxnLETaK6F4J3BK6U8L0C1gUCGt5omaORDhDMpIhGV33AuwKSkFeb2C1sTXdbgervCnoie2x4jN58IFmbrmxmVTKZPcPpzjq+OVssc0QlUx/zQ+he1GS4RDN9QY1SQNT0xgWUkq+X0RIrfk+KMCQqcCKgNKMsqiqXF5DQA2Lqo34i8T3xLvlFcWT5RVGBJ1mgh6SxPr+J0dO6dfksXoE6naE+l2hYReo3QnMcaJ1lSetyuGdjsHfoQHvf4IW5PuP4F+edfH005KCv+ee8M8F2NttzZKTT6Nu8Rs422+13ocqhXiulIbrafjlKpVcr5V/oVQ8Yj7Kl9Ryz4eSrVFypCumaaApF023MXWpPvm+VB50rexB0mTc3zQUpq4Ih5T8zht1LDD8K7h8SU5q+NwcdX2lQKSxclUVb6ys5/UVDSxcUc/ClXXkS1IpsAyPae0D7DF7CTM7+tlsUj/TWgcJWWN9WgVVRb8/SJgQcS1KSdnErCguHg4SPeGP+iNA+RqlUphcLkahEKFQiFIoRMmPuizXWxRKBrar4SmFrnvoujecfTX266FTKkUolSJomkcsXCARzpCI5EhGMlRF0ySjZREUyVAVS1OXHKQ2OURtYoiauJyS0QyJcJZYKEfUzBMxcpjaxHY2Fu0wmWKSDEmypQRFN86QqqPfaccrRVCFMHoxjJWwMGMhfDOGr0dxjRieHsUmhuub1JRe5RV7LkVX0VKVpDpcwwP3NnHLze2khyx2+1AvRx23iO22zRMzI0SNOL5jofkmkahBXS1E4yZapSI1XIkqn4+uPq1VlXqrE+hV2X9lSyvRzUo7ERhuN+oxKKwcaSf2PwG5pXIXMy5VrY4DRHTVbCcxEmt9Hl/8Yb47IuRC9RCuCyYdAwIC3jUCAbYOLv0QzG2DUZsgmTcVXmn1OXI4hqDSfmG4miTtOR9dq3zslytMcln5Po4jERD5kk6xZFByNVxXxysLNV8pTB08paOUNlyQ0DQpeemagU+ljRgb5ZiRY9E1hqs8pga6XqmCjW2R6ppMPXpKY0VPDW+sqGdhZz0LV9SzqLOOoi1GorDlMr19gE/uvGhYbE1tHcQ0xq+eKgWFkkk6FyGTr2cwN4nurM9Q3iKXSbJkZTOJWIliKSQ+qEKYXD5CvhAmXwyv5YXSNY9EJEsymqEqOkRjdT9TqntobBqgNpmiLj5ETTxNdTRNVWSIZCRLPJwjFs4TDeWJWHnCRp6wUSCkF8tfmw2Tt2NkiknShSTpfBWre6tZVOggXagSMVVMkikkRz4uyHW5UhybGL4VQo9YhKo0apptWtrTtE1NUd1cRNN8lKji4SlW11O4rsJOga88PMcrr3FSWBZEIxCLbkU0WaCROv764HTuuHUK6SGLj34szSmn9DJnRx3L2BJNMymWdFxXJ16nUVenE43p767gUH65ulVuJ7p5htvamiHVLcKQXQh95XZi/xNQ6Jb7WDXSSpx2hAiu6q3Hr15VPo9y5ZtRt6RVaSXkc+jW2o8JCAgIeIcJBNg6mNs2l0PuOoQ7D7oTXU/xXGER3179Wy5t+hoG4r0ZK3zGLqH2fR3X07FdjZJjkCuY5IsWBccQD5amYWigGwpTU2i6wrDKbciNKjSMzaSqVNqU0lA+2EoqQGLR0bBdjZWra1jaXcfS7lqWdtWzYlUNjideq0jIYWrrAHvstJDp7QNMakxRFS9RtC1yxRDZfJgFi5r494uTyOQtikWdkqNRKoHtyMl1FIbuEjZLhK3SqPM88fBqjp57MysGJ1OXTFObSFEdT41UocJZYuEs8VCOqFUgYuYJG6UJvRO+0nH8KK6K4qgororg+hFsVU3ei+P4MVw9gavFcfU4torhqCjpYoLewRq6++vo6q9j5ao6VnQ3sLo3Tm9flEJx7C/sUMglWeUQi7uEIx6GUc5p8zRKRYNc1iKdtnCd8f1rkahLImmTTJZIJEvDl5NVDlVVNjX1LvUNPq1NGk2tikjMQjekYpXNmDzyx3ZuuzHB0JDGJz6hOP102GGHKqAK34d8Qb4Ha2uhpgZC75a9yXfXaCcWR9qbmglGBFAw9OqoCteTUFlhFGkWwVW/CzTsCslZ4wtIpcqCy2G4VWolRHQZ4UBwBQQEvCcJPGDrYd6Seez920MwnvkqpR1+yxZPXUl7di7RsEMs4hANyykSdgkZLqbpYpkOuuZhhDws3ScccgiHXCxLcpNMc2MFVgXxaumai6E56Jorl6lcdjDK57rmouPg+z6pdIjBdIiBoTCZrEnJ1rAMm7BVIhYqkIzliYcLRENFQmYJ07AxNBdDdzB1h1D5vmuLqRKR0MSE0fpwfRNHRXD8CI4fHT53/SiOH8b2Yzh+GNePlM+t8nlIRJaRwDESOH4UDwuUksqSFUILh1EYZEsR+gYT9PVFy6cYff1y3tsXo1gc+3dINOLQWF+gqb5Ic7NDU4tPc6tHc6uitdkjmSivUirHegDDcSMaCh0fpXzyOY3BAYOBAZPBlMngkMFQ2iKVtkhnLTJZg3TGIDWkkUppuO743xg1NVBXJ6dXXoF8HvbaC04/fSQT2POgUBBtU1cnexrNd/LPqw22E8v7JH0bUgtG2on9T4ObkbvFJo+IrfpdID51/LbnsOAqD4KgSTvSTIio060gxyvgf47AA/b+I6iArYc9p+3JrMGv8eKuP2HSy8cyKTUZz+8iW1BkyxN04wmTtYSKVSQWKRALF4mFC4StEtFQkUioSMQqEbaK5fvahMwSIcPGMmxMw8HUbUxdxJWmbYJYbhn/6qIdpuSGKTlhbC+M44VwPAtPmXi+ha8sfEwUCUpUY/sGWdtAc3V0R8cwdMgbw/fzlSmPVRaub+D6cu74Bq4ycJWJqyyUUjRFF7EsuwO2nwSMcmSGwtQlE00flZGG0tBcD70cPqvrFpoVQtMMdNPA0gxKhSh9mSpWDyVZPRBl1UCUVX3h8ilEoTi2EhWLeLQ02Uxqcpi71SAtdUU5Ndi0tCoSdRZayIJQuPyL3JCT8stHVhla8GRntif+PcfWcD0TjwgeIXQ9RH2bSfsMg3jCIBoziMZ0QiERR8aow1IKhoagrw8GBuS8rw/6++XU1ydrSPN52Ql/0knyOMeRBdymCc3NshzbeCe250yknahFxEQ/8JxUtvqegMFnR3K6kptBx+eknVi/syzAHvdzKalueeWF6BplwVVXFlyhQHAFBAS87wgqYOth3pJ5HHLrpzihyuXqIbizBfYcZ6hqQ9huCNe3sN0QtjsifIpOmIIdoehEKNphik5k+LaSI/ez3dDIdes6X+M62w3hK5lQsyyNWNQjHvOIRhTRiE9VwqYuWaSuOk99VX4t4/y6qKxFqiT5+2OCUUdmJkVA6ZhYmBgYGJiaRKzq5YjVioOtEkE7ZhLS9aSHhkL5irQToyedpGcoTk8qNnIaiNDTF6JYGqs44lGPlkablkZHzhvkvLnBoaWhRMIsoVWiDHRDzFUhC80ykOxYGXTQyj8blaEEzzNxfIuSE8LzQ3hYaJqBFTawQiKyYjGIxWQPt2nKaV2BtxtLqQSPPCLVLwDbhnAYGhrkc75Vn2dcNtROrIggJwMDz6wjg2vrURWunSHcsJ7PV66mVXLCjChYVeWWYjgQXAEBaxBUwN5/BBWwdTBvyTzxgM39PHv03skMdzaf73yFH8T2ZrY5FR8L1zcplKJkCjEyhRjpfJx0Pk4qmyCVjZPKJUjl4mTyEbL5MNmCeKhyxRC+v+7flpFQpbXpYBoevtIkJsE2KdgWtjPyZTMNj0jIxTJdMdR7OkXbpORMzPeiaYpIyJHPGXGIhGwi5c8dCY98HA27xMIO8bBLLOyTCPvEQz6JiE887BMPeyRCPiFz49L8lYKhrEVPX4iewQg9gzERWukEq1JRegajFO2x36aJmAisjlaHOdvmaG50pHpVFlqJ+BqC0nXQ3BIoTyI4IhZEIijTQDPkfVKahucbOG5IqoFuCNcz8JWBpwxM0yAU1ojGoT4qgicel01BliVVp4lqgsrfPKPPJ3rdnnuK8IrFpOIVjb4NWmRMOzEnJ+WUBZcxYmoHKA1A/z82kMG1K9TNkQyudVEReHiAJpWtcIOEo+qhYFoxICDgA0cgwNbB011Pc+dBd/LqA7vzx4c+yoLuj9OQeJEfJl8i9OSZIqYKoXFzpypEwzaJmE0iWiIRs2msyZGIlUhEbRKxEslRlxPREkpprBqMs6y7jiVddSzuqqe7b+SXVmNtli2mrmZ6+wDT2gaY1jpATbI47uf2fcjbOvmSQb5kUiiZ5G2DQjFE0Q5RKEnuVaFkUbJD2KUQhVKYUilEsRRmIJ+gUH5coWQOm/Q3hGV6xMIusZBXFm1yioY94mGXsOWyoi+BpnxWD0VZlYpRdMZ+GyZjLi0NNpM6bObsmBoRWOXzisAaESZeeQpVzpXtyphpeXk5VhgvksC34vhmAseT0FTPNnA8A8c18H1dVu6EREzFYpAsV7OiUbnOMNb2VXmenNbKHh3FmrdVKlWV88oGI01b+zZdX/tyPC4VtreMMe3E7Kh2oja2nQhQ6BmZTux7EjL/LR9cOYNr81PXn8FVwXdF5ClXWop6WGIhjLLg0t+JPmpAQEDAu0fQgtwAW28Nr7yiqIoXaajJi5iK2iKexhNTZbEVj5bWG9MwmImyuLO+LLTqWNxZx0A6Pnyflvo009oGmNHeL2KrbYBkzB5e7O2P+r8qtwIr2yah/DsNHbP8n4GOpVloo5qAevm/iaxRsl2dQlnMVU6FkkHeHvk4XzRl92TRGCX8Rh6Tsy2yBQvbM2iuzjOjLUtTvUNzi0dTo0dLk0tTvUs85o+EquOjlz1XGl45EpaRBqYGaDq+o4Ov4WOhmWH8WALPiOEZUTwtJG3EctfRskRoVVqFyaR4pyptw4oIgxHhNPp8vOs25rZ3nUq1yS2I4PJLZTWrlc3y5XaiUpBfPioS4slRGVwJyeBq2GX9GVwVlCceLuVJ2KseAjMpIk0PB4IrIOBNErQg338EFbAN8MwzcNLn7+PTH+rHMjfklVr7N6zyNXpTcZZ0NbC4q55FnfUs6aonlZXqgKYp2hqG2HpaN1Pb+pja1sfktl4ikSKVqNbyM1FUWnlhdcVdZYm80ozyGmsRVRraqEXY4/3WHy/lfD3lG98n5DuEDI/qGBDyIMmoNTSVp5WQMU/T8fQQnm6BZaJ0E90yCEc1NNPkyVfq+fAuGUJhHU3z0MvVq+HstLJSkTMDhSxVVppkOCl0NNfHt31cV8PDxAvH8MNRXE0+r6FBMiJiKhIRsZVIjLQNK/6s94woervYYDsxNNJOVKqcwfWfEdN8sUdus2rEuzXtSDmv2mr9CfLjhp9WjRJcwT89AQEB/9sE/wpugGgUNp/cScmto+RKzADlIE8NEVCVnZCgWD0YZ0l3PUs661naXcuSrnoyeWnf6LpPe+Mg22y2rCy2epnc0kc04sguR0x0jHLFKo6pGRhapVJVPl+HYNCGDfGjc8HWFoya5oMrogrPlccpRo30V15Z5bIhO49MA8yQJLuaITB1wMDTZcrR1wxUOeXVsmSfddhS6CaYhouhVyIJFPu3llfuaDoKC4WJTxilh8qp/DoKU06aju+B6/h4RR/P9fB8H8+M4EcTWDUhwokQsYg2RmhFoyKwKv6s/xmGV/mURlb5VL6Ww2b5cjtReWtkcD0B9oDcFmkeWelTv6tMLK7PhxWEnwYEBARsFIEAmwCNiRT1CU3WCCG/axwPOvurWbiynsVdjSzuamBZVxP5YmUvokd7Uz87br6YaW19zGgdZFrzEDFLQ9f04fafQS26W2kDloVPebpsRGspfA18rSIAGRZ9GuXemgLN99F8T6b3KlN+oytbSolIMgwwLAhHUZYFpoGyykZns+wmN3Q56TromoTLeko+lV95Wo1QWBHRIRSWxHazsl+Zse3XtZuxGqpSpVM+usrjOgU8XwJNlQee6+KVxDgfCulEqmNYyRCRhEUs4RCLZbAsHdMC09TRKws2K+t0fB1Koz6urNQZ8zGsvWpHG/9jKF83zsfvViltuLpVaSeWoxoq7UQjNnJsvg2Dz60jg2sKtOw1IrpiU9b/moLw04CAgIA3RSDAJoBl+LzaXc+Szgb+v727j5Grus84/n1mZnd2bYxNMApgMARMCBSRODhQEohMRQkprwWUN5qUYkFJBJTSlxClUltVCKpESiBBRbxYFrQiopRSUJtC25SYJDQYSMpLEZQAFYa2vBtMCfHO/PrHPTNzd3ZmZ3Znd2Zn/Xykzc6999x7zx7f7D6ce+65z72wkmde2IPnXtydn9fei1iqcMBeb3D82q28f9UbfGCfbRy453bGSiClKBIFgt0IlHsnZHb8IPc53fKLiey1RdVKFrAigoigkma1r0Y283tQoFocIYolKI4QpfSU2mh6SXJB2fiaQoEoFFEp96LI7OSTVbJOlFSNLFuQ5bDyaKRbekExzWNVzGWaCtl8WC063qacMqpZG0QElYqoVqDIDkYKFUYLFUbLYmyv5eyyxzhjy0YpjY9ktw2bnzasj2FMt0PrI/OrWQidsp3W5ZsrON3ytPLBTrlldVimKSTSJuyRha7a3Fsx0frpRMhC2etbpp+Da+XR2ZQQ43tP/2O1nfx0d09+amY2Cw5gHZx1Ftx5x2XsqGRNNT46wSGr3+BTxzzPL61+g8P2f501e73FSCmY8jxDLWnURoBn7ygiJlLvVFQbgSAiC0sq1B+3i9HRrKdqdCmMlKCU7qcVRD0BlYr1UDfp1LVsEY3P1Qgi3aKsBawdE0oTiWaDrisVUSoFIyNBeTS9Gim9PzKqopqOVUmvOqotR5vhcVm9JieYILs9WSxUGNMOxkd2sGQJlJeVKa5YRmlJmdJ4l5NrTuqlYgZBaR40h73aukhj24LGP0ojfU8tr9o65ZquthyNMVX524mQzcH18pZGD9fr/86kObj2O7u7Objq9fbkp2Zm88UBrINCAXZUimw44T/5/K/8jDV7vkmRXKiqTYX+8/QHtFqbDTz9cardxitnA9IZLU8eBT6SglShmH0uzOaFyZ2fZK2kak5MNG4OCiiXq4yPBWNlKJWCUnGWE3pGNmnq1K9qyhxpOWWNQiEYGStR2HUZLBnPZhQd9rmemsNg08c59+5rk6eE2PY49Tm4dvsgrDk/vUvxI9kkpp20mvx0/L2e/NTMbB44gHVw882wfuwfOemI/6E8GvBuoRGYxlKjIQAADfNJREFUyqMwMkr93TKlYtZLVUrba2mmkLut1AeVCuyYSL1aZFlxpARj5Sords16t0ZKUCwEqvXC1XpqduS6zPKzgXYioWIxG8tWLKZboIWsp66g7HP9sUPB6EjWVjuT2ti8mEjfa5+r2dOC9XWVFuUqWZl3Xmw8pfjWU9lxC2Pwng/DwZfk5uAa71wfT35qZjYwDmAdlMtw4ulBefdDGrf/pMHNW1S7pQlEpcrEBEzsSHNcRTXr1RqpsqxcZWy8SnFEjJSConKzgU4EVNQIh4X0cxVSz5zSAPxiClGqDVqH+myh+e8RQDXVrdoIDKQewnqQiMa2d5oCSEykEFKdGjzygaTaKqTk9qddmMntXx/o1rR/Pui0PE6bslPq3LSudq5Wg+Nmo7g0C1r7npn1cHWag6vGk5+amS0YCz6ASToA+CqwPCLO6nsF3nyK0dKzjPBauoeXZlyP2mjzSgo+abk2K3vtD25+OX2p/gc57Vv/49x0XFIPFZXsVl41m3gVqkjV7C5RsUqpWKVQyL6k9A7Dd6rZVzTqWA9J9bBUq1PT53p9W5RptW0hU7Hpq/aYZikFjvSwQm1dc/lCKStTLIOWtD5OvmzL4+TLTLN/bV2h1f6F7KXWT10Na78O+5za+WdvNfnp6HJPfmpmtgDMawCTtBE4GXgpIg7LrT8RuAooAjdExJXtjhERzwAbJN02n3Vt6/4vsM/2H8P2/p0yKICK2ffaZxWRss8qFCHNDEa1CFFo+oOdlmtP2NXXj0wuQ2HqPkqPGU45Vr5M8/fmc06zbduj8OxNcOCG7P2AvYSi6cJMoZTqsojGLe1xbDaYfs/jW2/35KdmZkNjvn8jbwK+DdxUWyGpCFwD/CqwFdgi6U6yMHZF0/7nRsRL81zH6e19EvHqA2zfbQM7lh6RPZWobHb3bJqHbELSKOSDQdqeCwKRCzKRQkm1WmSiUmSiIqqRBQepQLmcTSo6lp9MdLHkiMoZsPJjWYjo5raZNRTLsOqkxrInPzUzG1rzGsAiYrOk/ZtWHwk8nXq2kPQd4LSIuIKst2xhOfQPeemNFcTeJ2e9CLNUmYCJ3IubIctuY2OwbDwbz18bv7+YOm2maA4R1lk03zquzcXlyU/NzIbVIO5JrAKezy1vBY5qV1jS7sDlwFpJX0lBrVW584HzAVavXj13tS2WeXv5J1jSZfiKmBy2auvyL3+uz0LhITg7j/qkbPkgVXt4oTb3V1Zk0rxf0Li1Wsh6XymOe/JTM7MhN4gA1uovRtu5DiLiVeCCTgeNiOuA6wDWrVvX5dwJvalWyZ5CnGhM/1UoZE9O7ro0+167hdjuHY42ZPKhqTlI1Wa9lWiaezbTHKQmDbqvjcnLz5Q/mznhzMxsGAwigG0F9s0t7wO8OIB6zEhlIs2tVWn8jS2Vsh6t5csb01ot+luIi0Xz1Bn11xLlZq1XQKgpSOUebMgHqfqTi7nXC00KVb4ozMysYRABbAtwkKT3AS8AnwE+N4B6dG10JHvlzi67ZIGrPjDenRODNyVIVRu3++pBKle2HoTS/Gf18NQcpJp6ohykzMxsDs33NBS3AOuBlZK2An8cETdKuhC4m+zJx40R8fgcne8U4JQ1a9bMxeHq9lnFEMyYNuTqvVBNQSqqWYBq+0LsfJAabUw/MSVINd/ac5AyM7PBUXT7qpkhsm7dunjwwQfn7oBvPpU9abbY1HuKaHxv90LpKetoXy6fbSIlp0nrmBqm6mGpNLlXqlBi8nio5nFSDlJmZpIeioh1g66Hdc/9OnOlY3BJ31uuY+q62v7N+SLS/+SDR/7t2q0r12ZjbpB3/tYcNA0A77Quvd+xvq329J5y521elwtVHmhuZmY7GQewbqgIE01T4UdTCMoHEmgMxp60rtBmXVOAmbKN3LnUZl363s069xqZmZkNlANYN5buz+R5mVqFGzMzM7PuLKp7P5JOkXTdtm3b5vbAtdcMFWrvH/QTcWZmZjZ7iyqARcRdEXH+8uXLB10VMzMzs7YWVQAzMzMzGwYOYGZmZmZ95gBmZmZm1meLKoDN2yB8MzMzszm0qAKYB+GbmZnZMFhUAczMzMxsGDiAmZmZmfWZA5iZmZlZnzmAmZmZmfXZogpgfgrSzMzMhsGiCmB+CtLMzMyGgSJi0HWYc5JeBv6rxablQHP3WDfrmpdXAq/0WM3ptKrTXO7XqVy77d2uX+zt16nsTLf5Gux+u9uvu3LzfQ3Od/u1q9Nc7rfYrsH9ImKPOTyezbeI2Gm+gOtms67F8oP9rudc7tepXLvt3a5f7O3XqexMt/ka7O0adPv1/xqc7/ZbyG04LNegvxb+16K6BdmFu2a5rlWZ+TTb83W7X6dy7bZ3u36xt1+nsjPd5muw++1uv+7K+RrsvdywX4O2wC3KW5DzTdKDEbFu0PUYVm6/3rkNe+P2643br3duQ9vZesDmynWDrsCQc/v1zm3YG7dfb9x+vXMb7uTcA2ZmZmbWZ+4BMzMzM+szBzAzMzOzPnMAMzMzM+szB7AeSTpA0o2Sbht0XYaVpNMlXS/p7ySdMOj6DBtJh0i6VtJtkr446PoMK0lLJT0k6eRB12XYSFov6b50Ha4fdH2GjaSCpMslfUvSbw66PtYfDmAtSNoo6SVJjzWtP1HSk5KelnQZQEQ8ExEbBlPThWuGbXhHRJwHnAN8egDVXXBm2H5PRMQFwKcAP9aezKQNky8Dt/a3lgvXDNsvgO3AGLC133VdiGbYfqcBq4AduP12Gg5grW0CTsyvkFQErgE+CRwKfFbSof2v2tDYxMzb8I/Sdpth+0k6FfgB8C/9reaCtoku21DS8cB/AP/b70ouYJvo/hq8LyI+SRZi/7TP9VyoNtF9+x0M3B8RlwLuxd5JOIC1EBGbgdeaVh8JPJ16vH4BfIfsv1qshZm0oTJ/Dnw3Ih7ud10XoplegxFxZ0R8FDi7vzVduGbYhscBvwx8DjhP0k7/u3Em7RcR1bT9daDcx2ouWDO8/raStR1ApX+1tEEqDboCQ2QV8HxueStwlKTdgcuBtZK+EhFXDKR2w6FlGwIXAccDyyWtiYhrB1G5IdDuGlwPnEH2h+8f+l+todKyDSPiQgBJ5wCv5AKFTdbuGjwD+ASwAvj2AOo1LNr9DrwK+JakY4HNg6iY9Z8DWPfUYl1ExKvABf2uzJBq14ZXA1f3uzJDqF373Qvc29+qDK2WbVj/ELGpf1UZSu2uwduB2/tdmSHUrv3+D/BY4p3MTt/NPgNbgX1zy/sALw6oLsPKbdgbt1/v3Ia9cfv1xu1ndQ5g3dsCHCTpfZJGgc8Adw64TsPGbdgbt1/v3Ia9cfv1xu1ndQ5gLUi6BbgfOFjSVkkbImICuBC4G3gCuDUiHh9kPRcyt2Fv3H69cxv2xu3XG7efdeKXcZuZmZn1mXvAzMzMzPrMAczMzMyszxzAzMzMzPrMAczMzMyszxzAzMzMzPrMAczMzMyszxzAzBYxSfdKWteH81ws6QlJf9Vl+f0lPTbf9Wpz7hWSvjSIc5uZ1TiAmVlLkmbyrtgvAb8WEWfPV33m0Aqy+pqZDYwDmNmApd6gJyRdL+lxSfdIGk/b6j1YklZKei59PkfSHZLukvSspAslXSrpJ5L+TdJ7cqf4DUk/kvSYpCPT/kslbZS0Je1zWu64fy3pLuCeFnW9NB3nMUmXpHXXAgcAd0r63abyRUlfS+d5RNJvtzhmyzKS1kv6vqRbJT0l6UpJZ0t6QNKjkg5M5faQ9Ddp/y2SPpbW/0n6Ge+V9Iyki9MprwQOlPTTdN69JG1Oy49JOnZ2/5JmZt2byX/hmtn8OQj4bEScJ+lW4EzgLzvscxiwFhgDnga+HBFrJX0D+ALwzVRuaUR8VNLHgY1pv68C34uIcyWtAB6Q9M+p/NHA4RHxWv5kko4Afgs4ChDwY0nfj4gLJJ0IHBcRrzTVcQOwLSI+IqkM/FDSPUB0UQbgg8AhwGvAM8ANEXGkpN8BLgIuAa4CvhERP5C0muw1L4ek/T8AHAcsA56U9BfAZcBhEfGh9HP9HnB3RFwuqQgs6dDuZmY9cwAzWxiejYifps8PAft3sc+/RsRbwFuStgF3pfWPAofnyt0CEBGbJe2aAtcJwKmSfj+VGQNWp8//1By+kmOAv42ItwEk3Q4cC/xkmjqeABwu6ay0vJwsbD7VRZlfAFsi4r/T+X5Go1fuUbJgBXA8cKik2vF2lbQsff77iHgXeFfSS8B7W9RxC7BR0ghwR+7fwcxs3jiAmS0M7+Y+V4Dx9HmCxlCBsWn2qeaWq0z+/3bzC1+DrAfrzIh4Mr9B0lHA223qqDbrpyPgooi4u+k8+3dRZj3d/YwF4OiIeKdpf5jarlN+56Vg+nHgJOBmSV+LiJu6+NnMzGbNY8DMFrbngCPS57OmKTedTwNIOobsVt82stt0FymlFElruzjOZuB0SUskLQV+Hbivwz53A19MvUtIen/ad6ZlpnMPcGFtQdKHOpR/i+yWZK38fsBLEXE9cCPw4Rmc28xsVtwDZrawfR24VdLnge/N8hivS/oRsCtwblr3Z2RjxB5JIew54OTpDhIRD0vaBDyQVt0QEdPdfgS4gex26sPpPC8Dp8+izHQuBq6R9AjZ77TNwAXT/ByvSvqhsmkwvgs8BvyBpB3AdrLxc2Zm80oRzXcnzMzMzGw++RakmZmZWZ85gJmZmZn1mQOYmZmZWZ85gJmZmZn1mQOYmZmZWZ85gJmZmZn1mQOYmZmZWZ85gJmZmZn12f8DEqv1dHAmnFgAAAAASUVORK5CYII=\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -1993,7 +4178,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAmAAAAGHCAYAAAAXwu53AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOzddXRVxxbA4d+5Ny7ESSAQgiSBJAQP7q6lULRYcSjF3aFQilPcihX34u5uxV0SIAJxlyvz/jiB8lraUhw631p3kWtz5pxHyX579tmjCCGQJEmSJEmS3h/Nh56AJEmSJEnSf40MwCRJkiRJkt4zGYBJkiRJkiS9ZzIAkyRJkiRJes9kACZJkiRJkvSeyQBMkiRJkiTpPZMBmCR9IIqilFUU5daHnsfnTFGUIEVRqnzoeUiSJP2RDMAk6T14WSAghDgqhPD5gHPKoijKAkVRQhVFSVQU5b6iKEsURcmb8b6noihCUZQLf/ies6Io6YqiBL3wWpCiKCkZ44RnjGPzwvtLMr6T+MLj0gvvt1MU5aaiKAmKojxRFGW7oii2Ge9lUxRlg6IokYqixCmKckVRlDbv+vpIkiS9SzIAk6T/GEVRTBRFcQJOAFZAWcAWKAwcBqr+4SvWiqL4v/C8OfDgJUPXFULYAAWBQsCgP7w/QQhh88KjQMZ8ygM/AM2EELZAPmDtC9/7BXgE5ACcgFbAk3931m+PoigmH+rYkiR9PmQAJkkfiKIoFRRFefzC8yBFUfoqinI5I9OzRlEUixfer6MoykVFUWIVRTmhKErAC+8NVBTlXkYG6bqiKF++8F4bRVGOK4oyVVGUaGAk0AuIB1oKIe4JVawQYrEQYsYfpvoL0PqF562AZX91XkKIcGA3aiD2KooBJ4UQv2V8P1oIsVQIkfDC+0uEEElCCL0Q4jchxM4Xzq+eoijXMq7LIUVR8v3xAIqiZM3I0Dm+8FqhjKyaacbztoqi3FAUJUZRlN2KouR44bNCUZRvFUW5A9x5xfOSJEn6SzIAk6SPS2OgBpATCADaACiKUhhYBHRCzQLNA7YoimKe8b17qJksO2AUsFxRlCwvjFscuA9kBsYCVYBNQgjjK8xpOdBUURRtRnBjC5z+qw8ripINqAncfYWxyRiruqIooxRFKf3COT1zCpilKEpTRVE8/nAsb2AV0BNwAXYAWxVFMXvxc0KIUOAk0PCFl5sD64UQOkVR6gODgQYZ4xzNGPdF9VGvo+8rnpckSdJfkgGYJH1cpgshQoUQ0cBWfs8idQDmCSFOCyEMQoilQBpQAkAIsS7je0YhxBrULE3gC+OGCiFmZGSQUgBnIPzZmxlZpNiMDNqeP8zpMXALNWhrzV9nvzYripKAulz4FBjxh/f7Zhzj2WNpxtyPogY+hYHtQJSiKFMURdFmfK8RakA0DHiQkQUslvFeE2C7EGKvEEIHTAIsgVIvmd9KoFnG+SpA04zXQA1sxwkhbggh9KhLogVfzIJlvB+dcf0kSZLeiAzAJOnjEv7Cz8nAs0L2HECfFwMYIDuQFUBRlFYvLE/GAv6oQdYzj/5wnCjgeYZMCLFFCGGPujRpxp8tQ83GNUPNiL1M/YwargpA3j8cH2CSEML+hcfzZU0hxE4hRF3AEfgi41jtM96LEUIMFEL4Aa7ARdRgT8k4/+AXxjFmnKv7S+a3HiipKEpWoBwgUAM7UK/vTy9cv2hA+cM4f7yGkiRJr00GYJL0aXgEjP1DAGMlhFiVkaVZAHQDnDICqauoAcQz4g/j7QfqK4ryqv8GbABqA/eFEMF/90EhxGFgCWo26l/JyODtBw6gBpF/fD8yY9ysqMFaKGrwBDzPbGUHQl7y3VhgD+oyb3NglRDi2XV5BHT6w/W1FEKceHGIf3s+kiRJf0UGYJL0/pgqimLx7AH8m7vpFgCdFUUprqisFUWpndGqwRo1OIgAUBTlG14SvPzBFMAB+EVRlNwZY9ryF4XzQogkoBIZWalXMA2oqijKS8d7kaIoX2TUdzlkzCMQKI9a+4WiKOMVRfHPuHvTFugC3BVCRKHeLVlbUZTKGcX0fVCXZk/8xeFWot5E0JDflx8B5gKDFEXxyzimnaIojV7xXCVJkv41GYBJ0vuzA0h54THyVb8ohDiHWgc2E4hBLXBvk/HedWAyapH5EyA/cPwfxotErR9LBY4BCahLe88CnJfOQQhx7xXnG4G6bDnshZf7K//fBywy4/WYjHO7g3pn5nJgohBiRcb7VsAmIBb1RoIcQL2M49wCWgAzgEigLmo7jPS/mNoWwAt4IoR43odMCLEJGA+sVhQlHjWDWPNVzlWSJOl1KL9n4CVJkiRJkqT3QWbAJEmSJEmS3jMZgEmSJEmSJL1nMgCTJEmSJEl6z2QAJkmSJEmS9J7JAEySJEmSJOk9+zd9iD4Zzs7OwtPT80NPQ5IkSZLei/Pnz0cKIVw+9DykV/dZBmCenp6cO3fuQ09DkiRJkt4LRVH+docK6eMjlyAlSZIkSZLes88qAFMUpa6iKPPj4uI+9FQkSZIkSZL+0mcVgAkhtgohOtrZ2X3oqUiSJEmSJP2lz7IGTJIkSZL+686fP5/ZxMRkIeDPZ5Zw+UQYgat6vb59kSJFnv7xTRmASZIkSdJnyMTEZKGbm1s+FxeXGI1GIzd+fs+MRqMSERHhGx4evhCo98f3ZUQsSZIkSZ8nfxcXl3gZfH0YGo1GuLi4xKFmIP/8/nuejyRJkiRJ74dGBl8fVsb1f2msJQMw6ZUFBQXh7//SQF6SJEmSpH9BBmD/EQaD4UNPQZIkSZI+KXq9/p2NLQOw92jZsmUEBARQoEABWrZsSXBwMJUrVyYgIIDKlSvz8OFDANq0aUP37t0pVaoUuXLlYv369QA0adKEHTt2PB+vTZs2bNiwAYPBQL9+/ShWrBgBAQHMmzcPgEOHDlGxYkWaN29O/vz5MRqNdO3aFT8/P+rUqUOtWrWej33+/HnKly9PkSJFqF69OmFhYc9fL1CgACVLlmTWrFnv83JJkiRJn7hbt26Z5cqVy69p06Y58uTJ41e6dGmvxMRE5cSJE5YFChTI6+3t7Vu1atXcERER2pd938rKqlCHDh2y+fr65itZsqR3aGioybVr18x9fX3zPfvMlStXzP38/PIBdO3a1T137tx+3t7evh07dswG0LBhQ8/mzZt7FClSxMfT09N/1apVds/mVqRIER9fX998vr6++fbu3WsNsG3bNtvixYt7161bN6ePj49ffHy8pkKFCnl8fHx8vby8/BYsWOAAcPToUatixYr5+Pn55StTpoxXcHCw6b+5Nv/JuyB79uzJxYsX//FzRqORqKgonJyc0Gj+PlYtWLAg06ZN+8v3r127xtixYzl+/DjOzs5ER0fTunVrWrVqRevWrVm0aBHdu3dn8+bNAISFhXHs2DFu3rxJvXr1+Oqrr2jatClr1qyhVq1apKens3//fubMmcPPP/+MnZ0dZ8+eJS0tjdKlS1OtWjUAzpw5w9WrV8mZMyfr168nKCiIK1eu8PTpU/Lly0fbtm3R6XR89913/Prrr7i4uLBmzRqGDBnCokWL+Oabb5gxYwbly5enX79+r3qJJUmSpI9J27bZuXrV6q2O6e+fzKJFj/7pYw8fPrRYvnz5/VKlSgXXqlUr17JlyxymTZvmNnXq1Ie1a9dO7NmzZ9YBAwZkXfSSsVJSUjSFCxdOXrBgweO+fftmGThwYNZly5Y9tLW1NZw4ccKyVKlSKfPmzXNu3rx51JMnT7Q7duxwuH///lWNRkNkZOTzoO7Ro0fmZ86cuXX9+nXzKlWq+HzxxRdXsmbNqj969OhtKysrceXKFfNmzZrlunr16g2Ay5cvW//222/X8ubNm75kyRJ7Nzc33aFDh+4CREVFadPS0pTu3bt7bN++/W7WrFn1CxYscOjbt6/7unXrgl718skM2N+Iiori+vXrREVFvfFYBw4c4KuvvsLZ2RkAR0dHTp48SfPmzQFo2bIlx44de/75+vXro9Fo8PX15cmTJwDUrFmTAwcOkJaWxs6dOylXrhyWlpbs2bOHZcuWUbBgQYoXL05UVBR37twBIDAwkJw5cwJw7NgxGjVqhEajwc3NjYoVKwJw69Ytrl69StWqVSlYsCBjxozh8ePHxMXFERsbS/ny5Z/PUZIkSZL+DXd397RSpUqlABQqVCj53r175gkJCdratWsnAnTo0CHq1KlTNi/7rkajoX379tEAbdu2jTpz5owNQJs2bSIXLFjgrNfr+fXXXx3atWsX5ejoaDA3Nzc2bdo0x9KlS+1tbGyMz8Zp2LBhtFarJX/+/GnZs2dPu3jxokV6errSvHlzT29vb99GjRrlvnfvnsWzzwcEBCTlzZs3HaBw4cIpR48ezdSlSxf3Xbt22Tg5ORkuX75sfufOHctKlSp5582b13fixIlZQkNDZQbsn/xdpupFaWlpbNu2jTp16mBubv5GxxRCoCjK337mxfdfPJ4Q6k0sFhYWVKhQgd27d7NmzRqaNWv2/P0ZM2ZQvXr1/xvv0KFDWFtb/2mcl83Nz8+PkydP/t/rsbGx/zhnSZIk6V/auhUuXoT+/eENf7e8slfIVL0rZmZmz3/5aLVaERsb+9JARa/X4+/v7wtQo0aN2GnTpoX+8TPPfie1bt06Zvz48VlXr16dkD9//mQ3NzcDwMWLF29s2bIl0+rVqx3mzJmT+dSpU7df/N6L44wdO9Y1c+bMug0bNjwwGo1YWloWefa+lZXV8+AtICAg7cKFC9c3bNhgN2TIEPd9+/bFN27cODZPnjwpFy9evPm610VmwP6Gubk5DRs2fOPgC6By5cqsXbv2eTYtOjqaUqVKsXr1agBWrFhBmTJl/nGcpk2bsnjxYo4ePfo84KpevTpz5sxBp9MBcPv2bZKSkv703TJlyrBhwwaMRiNPnjzh0KFDAPj4+BAREfE8ANPpdFy7dg17e3vs7OyeZ+ZWrFjxZhdBkiTpv0wIGD8evvgChg+Hbds+9Iw+CDs7O0OmTJkMu3btsgH4+eefnUqWLJloYmLCzZs3r9+8efP6s+DLaDSyePFiB4AlS5Y4BQYGJgBYWVmJ8uXLx/Xu3dujTZs2kQBxcXGa6OhobZMmTeLmzp376MaNG8+XXDdu3OhgMBi4du2a+aNHj8wLFCiQGhcXp82SJYtOq9Uye/Zsp7+6WS0oKMjU1tbW2LVr1+iePXs+uXjxolVAQEBqdHS0yb59+6wB0tLSlHPnzlm8dIC/8NFnwBRFqQ/UBjIDs4QQez7sjF6Pn58fQ4YMoXz58mi1WgoVKsT06dNp27YtEydOxMXFhcWLF//jONWqVaNVq1bUq1cPMzMzANq3b09QUBCFCxdGCIGLi8vzWrIXNWzYkP379+Pv74+3tzfFixfHzs4OMzMz1q9fT/fu3YmLi0Ov19OzZ0/8/PxYvHgxbdu2xcrK6k8ZNkmSJOkVJSfDN9/A2rVq1svcHMqV+9Cz+mAWL178oEuXLjm6d++u8fDwSFu1alXQyz5naWlpvHbtmqWfn5+bra2tYePGjfefvdeqVavonTt3OjRo0CAeIDY2VlunTp08aWlpCsCYMWOeZ/3y5MmTFhgY6BMVFWU6bdq0YCsrK9GzZ8+nDRs2zL1582aHMmXKJFhaWhr/PAM4f/685aBBg7JpNBpMTEzE7Nmzgy0sLMTq1avvde/e3SMhIUFrMBiULl26PClatGjqq14D5a+Wpd4lRVEWAXWAp0II/xderwH8BGiBhUKIH194zwGYJIRo90/jFy1aVJw7d+7tT/wzkJiYiI2NDVFRUQQGBnL8+HHc3Nw+9LQkSZI+Xw8fQt26cOUKKAoYM37P9+0LEye+lUMoinJeCFH0xdcuXboUVKBAgci3coAPxMrKqlBycvJvL3tv+PDhrnFxcdqffvrpT0uVL2rYsKFnnTp14r755puYdzPLv3fp0iXnAgUKeP7x9Q+VAVsCzASWPXtBURQtMAuoCjwGziqKskUIcT3jI0Mz3pfeQJ06dYiNjSU9PZ1hw4bJ4EuSJOldOnwYGjaEuDh1CVIIdQnSzAyGDfvQs/tkVa1aNXdwcLD54cOHb3/oubyuDxKACSGOKIri+YeXA4G7Qoj7AIqirAa+UBTlBvAjsFMIceH9zvTz86zuS5IkSXqHhIAZM6B3bzXrpderQdekSZAvH1hZQaZMH3qWH72/yn7t3bv33quOsWHDhqC3NqG36GOqAXMHXrxL4zFQHPgOqALYKYqSRwgx92VfVhSlI9ARwMPD4x1PVZIkSZL+QloadOoES5eqwZcQ4OEBc+eqz+3sQG7r9p/3MQVgL+t3IIQQ04Hp//RlIcR8YD6oNWBveW6SJEmS9M/CwtQlxrNn1efPlhx79oSUFPDxwZg9B2k6DZYfdKLSh/YxBWCPgewvPM8G/G1h3R8pilIXqJsnT563OS9JkiRJ+mcnT6rBVmRG3bupKYwZA4ULq89LlMCQyYGrV8Fg+P1l6b/pY+oDdhbwUhQlp6IoZkBTYMu/GUAIsVUI0dHOzu6dTFCSJEmSXmrhQrWtRESEmvXKkgXWrYP8+cHZGUqVQmfjwKFDUKsWNG2qrlRK/10fJABTFGUVcBLwURTlsaIo7YQQeqAbsBu4AawVQlz7EPP7WCxZsoTQ0H+VBPzkVKhQAdkyRJKkT5ZOB126QIcOaqE9QPXqsHy5WnTv5wcFCpAmzFi3Dr78UhCaHMyduMts2vRhp/4xmj59ulNQUNC/2tLnU/VBAjAhRDMhRBYhhKkQIpsQ4ueM13cIIbyFELmFEGP/7biKotRVFGV+XFzcG81vwoQJHDx48P9eO3jwIBMmTHijcf+tjz0A+6uuwZIkSf8JkZFQpoxaXA+g0cDo0eqdjyYmULo0eHiQkqowZaqRVq0NJBYfCN1zQruSJOvjP+z8P0LLly93fvjwoQzAPjVvawmyWLFiNG7c+HkQdvDgQRo3bkyxYsVee8ygoCDy5ctHhw4d8PPzo1q1aqSkpABw8eJFSpQoQUBAAF9++SUxMTGsX7+ec+fO8fXXX1OwYMHnn33m7t27VKlShQIFClC4cGHu3buHEIJ+/frh7+9P/vz5WbNmDaC2nqhQoQJfffUVefPm5euvv0YIwc6dO2ncuPHzMQ8dOkTdunUB2LNnDyVLlqRw4cI0atSIxMREADw9PRk9ejRlypRh3bp17Nixg7x581KmTBm6d+9OnTp1AEhKSqJt27YUK1aMQoUK8euvvwKQkpJC06ZNCQgIoEmTJn86L0mSpE/ChQtqO4kzZ9TnLi6werVa2OXuDiVLQqZMxMUJevRKZ/CcYxh6ZEOUmYCiUcAsmSuO33/Yc3gPbt26ZZYzZ06/Bg0aeHp7e/vWqFEjV0JCgubo0aNWxYoV8/Hz88tXpkwZr+DgYNPFixc7XL161apVq1a58ubN65uYmKh07drVPXfu3H7e3t6+HTt2zAbw6NEjk6pVq+b28fHx9fHx8d27d6/1P83jY/QxFeF/NCpWrMjatWtp3LgxXbp0Yc6cOaxdu5aKFSu+0bh37txh1apVLFiwgMaNG7NhwwZatGhBq1atmDFjBuXLl2f48OGMGjWKadOmMXPmTCZNmkTRokX/NNbXX3/NwIED+fLLL0lNTcVoNLJx40YuXrzIpUuXiIyMpFixYpTL2Orit99+49q1a2TNmpXSpUtz/PhxqlatSqdOnUhKSsLa2po1a9bQpEkTIiMjGTNmDPv27cPa2prx48czZcoUhg8fDqibgh87dozU1FS8vLw4cuQIOXPmfL45OMDYsWOpVKkSixYtIjY2lsDAQKpUqcK8efOwsrLi8uXLXL58mcKyClWSpE/NL7+o2wo9WwUoXx4GDACtFgICIKPBdXBIKs06B3PSph+03QpALvOieF6bwR3bJQwu/f4asbZtS/arV7H650++On9/khct4h83+Q4KCrKYN29eULVq1ZIaNWrkOWHCBJdt27Y5bN++/W7WrFn1CxYscOjbt6/7unXrgubMmZN50qRJj8qVK5f85MkT7Y4dOxzu379/VaPREBkZqQXo3LmzR9myZROGDx9+T6/XExcXp32b5/W+fFYZsLe1BAlqENalSxe+//57unTp8sbBF0DOnDkpWLAgAEWKFCEoKIi4uDhiY2MpX748AK1bt+bIkSN/O05CQgIhISF8+eWXgBoQWVlZcezYMZo1a4ZWq8XV1ZXy5ctzNuNW6MDAQLJly4ZGo6FgwYIEBQVhYmJCjRo12Lp1K3q9nu3bt/PFF19w6tQprl+/TunSpSlYsCBLly4lODj4+fGbNGkCwM2bN8mVKxc5c+YE+L8AbM+ePfz4448ULFiQChUqkJqaysOHDzly5AgtWrQAICAggICAgDe+rpIkSe+FwaDWe7Vqpf6sKNC/vxp82dmpS45ubqTp09l/7gFFev7AyYIB4LMVxWBBU+exmK7dyYHlJXg0Zw5H9v03GrG6ubmlV6tWLQmgZcuWUfv377e7c+eOZaVKlbzz5s3rO3HixCyhoaF/WnZ0dHQ0mJubG5s2bZpj6dKl9jY2NkaAEydO2Pbr1y8CwMTEBCcnp0+yHuazyoAJIbYCW4sWLdrhTcc6ePAgc+bMYdiwYcyZM4eKFSu+cRBmbm7+/GetVvvay29/tX/n3+3r+cdj6zOKRZs0acKsWbNwdHSkWLFi2NraIoSgatWqrFq16qVjWVtb/+PxhBBs2LABHx+fP72nKC9r+SZJkvQRi4mBypXht4zG7A4OMGWKuvSYKxfkyYNeEUTFRzBu61pm/PYjRv/HADinFaae9Y+sH16W5HgzevfV4ZXblIyKjffiVTJV78of/823trY25MmTJ+XixYs3/+57pqamXLx48caWLVsyrV692mHOnDmZT5069cluPfRHn1UG7G15VvO1du1aRo8e/Xw58o+F+W+DnZ0dDg4OHD16FIBffvnleTbM1taWhISEP30nU6ZMZMuWjc2bNwOQlpZGcnIy5cqVY82aNRgMBiIiIjhy5AiBgYF/e/wKFSpw4cIFFixY8DyzVaJECY4fP87du3cBSE5O5vbtP/+dz5s3L/fv3ycoKAjgec0ZQPXq1ZkxY8bzIO23jH+0ypUrx4oVKwC4evUqly9ffqXrJEmS9MFcvgw5c/4efBUvDosXQ/bsULw4Rm8vYtLj2XZzB2Vm1+Onu90wWoWDQUtZpR+Fg1ewZHgVrCxMWblSQ9/epnToAC/8/+LPWlhYmNm+ffusAVauXOkYGBiYFB0dbfLstbS0NOXcuXMWADY2NoZnS4pxcXGa6OhobZMmTeLmzp376MaNG1YApUuXTpg4caILgF6vJzo6+pOMZT7JSb9rZ8+e/b+ar2c1Yc+W8962pUuX0q9fPwICArh48eLzWqs2bdrQuXPnlxbh//LLL0yfPp2AgABKlSpFeHg4X375JQEBARQoUIBKlSoxYcKEf9xsW6vVUqdOHXbu3Pm8gN7FxYUlS5bQrFkzAgICKFGiBDdv/vn/qFhaWjJ79mxq1KhBmTJlcHV15dkNEMOGDUOn0xEQEIC/vz/DMjad7dKlC4mJiQQEBDBhwoR/DBAlSZI+qEWLoFAhdTNtRVGXIIcMgSxZECVLkmBrzvnQ83Ta2oUG677kbuIlEKCJz0kr22WEb+zLnpV5KV9BsGWzlqpVYcndH9l4cx1p+v9GI7BcuXKlLlq0yMnb29s3JibGZODAgU9Xr159b+DAgdl8fHx8/fz8fA8fPmwD0KpVq8jvvvsuR968eX1jY2O1NWrU8PL29vYtW7asz5gxYx4BzJkz5+Hhw4dtvb29ff39/X0vXLjwSW4qoPzdMtKn5oVO+B3u3Lnzoafzn5CYmIiNjQ1CCL799lu8vLzo1avXh56WJEnSmzEaoXVrtZ8XqBtnjxmjZsL8/UnJ4kJIYhiLLi5i5plZJKYlIZKcwOYpDsFtqJetHZtmFiMl0Yx+/RQCvziPr2dmvDJnZ/rp6fTc1ZN1jdbR0LfhW5muoijnhRD/d8fWpUuXggoUKBD5Vg7wmm7dumVWp04drzt37vxn+3peunTJuUCBAp5/fP2zyoDJTvjv34IFCyhYsCB+fn7ExcXRqVOnDz0lSZKkNxMXB97evwdfAQEwZw74+5NeohghjqYsv7qSGitqMO7YOAwxWRF6E9AYKPRwAUWTB7NsTGlsLM2YtfQp9/3b8+XOYkw8rbad6FSkE+saraOO93ssApM+Op9VBuyZokWLCtldXZIkSfrXTp2CChV+3yfom2+gdm30nh7E5MrK+agrTDg+gYNBB3G3zkFkcGbSnM/CvSp84TiYm4cKceuSPRUqpxPQYQaL748mVZ9Cj+I9GFpuKHYW7yZB8LFmwKS/zoB9VndBSpIkSdJrmzBBbSkBYGUFQ4di9M1HnG8u7lumM+fICJZdXoaFiQXVsjRnz50DYH8Js0PjaZi/NjuW+pCcpGXAAIgrOorp136gtldtplSfgreT94c9N+mj81kFYC/UgH3oqUiSJEmfCoMBqlSBQ4fU515eiL59SczpTlgeN9Y92srUU1OJTommkW8jQh+ZsCdsJaTkw+XAeorkysXqmW44573J0IEGmlX2R7HpQd0CpanlVeuDnpr08fqsArC32QdMkiRJ+g94+FC9yzE6Wn3eqBEpdWvyxCsLx8zC+XHnAK5FXCPQPZDvA8YwfMcMIpXrcLYLBWIHkq53ZtdWHdna9iXMYzo7DJXok3U3ipKZrHYy+JL+2mcVgEmSJEnSK1u/Hpo0Ue94NDMjvX8fIvxycjuPLVNuz2LbnW1ktc3K7FqzCYuPoNv2XhhTbODXX6noVZLz1xxIyrMEqwFDCNFE0Dp/O8ZXG4vsNS29ChmASZIkSf8tQqgtJn75BQCjuztRfb/lcS5nFnOBBbuXANCnZB8a5WtE390DORZyCO5XQ7ttEaWK2nBoRyYyVViIoXxHfDOXZmadHRTPXuTDndMn7siRI1aLFi1yWrJkyQfr2P++yQBMkiRJ+u+IioKiRSEoCAGkVqnIw68qs8M5mkl3ZhKaGMoXPl8wpOwQbkbepMaK2sQmJ8CeaVjf6EzmPCEcvfmQsmVKMmJESx5ZOtCqaEM0Gpn2ehPlypVLLleuXPKHnsf79Fn1AZMkSZKkv3TwIGTNqgZfGg1h3b9hZ5OCtNSvo/fVSThaObKx8UamVJ/CrDOzaLW5FXGPXWH+WdzCW6MvPoEHNfLj8M03zJptpGQxC9oEfiWDr78RHx+vqVChQh4fHx9fLy8vvwULFjgcPnzYqlChQnl9fHx88+fPny8mJkazbds224oVK+YB6N27d9b69evnLFGihHeOHDn8J0+e7AxQv379nMuXL7d/Nna9evVyrlix4pNt/PlZZcDkXZCSJEnSnwgB/frB5MkA6O3tONe/BT/ZXmVNyBGcrJyYWHUiTfyacDvqNtV/qc7dmLsoZ75F7BlP5rLbCA/4AhyCKGzRkJ9qTyKvjwZT0w98Xv9C21/bZr/69KrV2xzTP7N/8qIvFv3tkuHGjRszubm56Q4dOnQXICoqSlugQAHfFStW3CtfvnxydHS0xsbGxvjH7924ccPy/PnzNxISErSFChXybdiwYVyHDh0ipk6d6tqiRYvYqKgo7fnz5202bNjw4G2e0/v0WWXAZCd8SZIk6f9ER0PBgjB5MgKILOrL8CElqWZczIaYE3Qq0omj3xylmX8zFl5YSK2VtXgUGQMrtiF2zMCx8FGelm+KlYktE/0OsKvtekr7eX5SwdeHVLhw4ZSjR49m6tKli/uuXbts7t27Z5Y5c2Zd+fLlkwEcHR2Npi+5mDVr1oy1sbERWbJk0ZcsWTL+6NGj1rVr104MDg62CAkJMfn5558da9euHfOy734qPqsMmCRJkiQ9d/IkokoVSE5GACs7lmS4x10eJF2nSs4qDK8wnNwOuXma+JQOWzpw7NEx7KOqELvyJzQOj7G0hoSL1alSag3jWjYgn48J1tYf+qRezz9lqt6VgICAtAsXLlzfsGGD3ZAhQ9wrVqwYryjKP27Bo/zhVtJnzxs3bhy1cOFCxw0bNjguWrQo6J1M+j35rDJgkiRJkoQQGL//HlGqFEpyMteymlJleA5aZj2J1saW5V8uZ+mXS8ntkJudd3ZSaVklToecwf7MBGJP14P2ZTA2bIKtUzKTJirM+bYxBfJ/usHXhxQUFGRqa2tr7Nq1a3TPnj2fnD171vrJkydmhw8ftgKIiYnR6HS6P31v586d9snJyUp4eLj21KlTtmXKlEkC6Ny5c+S8efNcAYoWLZr6Xk/mLZMZMEmSJOmzIaKjMdSuhcmp08RYwPC6NszxS8baJJKRJYfRpnA7TLWmJKUnMeLgCFZdW0V2S2+Sdo4jttAMCLwG9ytTMHwaw6dZU7IkZM4MGpmueC3nz5+3HDRoUDaNRoOJiYmYPXt2sBCC7t27e6SmpmosLCyMR44cuf3H7xUqVCipcuXKXqGhoWZ9+/YN8/T01AFkz55dnzt37tS6devGvveTectkACZJkiR9FlKOHsS0zheQkMCcojC0ugmxpkk0z/UF/auOwsnaGSEEF0Iv0HN3T+7F3KOMVVuOT+2G6FQYYnKiXbeJNiW/oM0whQIFwNb2Q5/Vp61hw4bxDRs2vP7H1y9dunTzxed16tRJqFOnTsKz515eXqmrVq0K/uP3EhISNEFBQebt2rWLfjczfn9kACZJkiR90lJ1KaSMG4P9iB847Ak9msNlNyhplZtRVX/AL3cJANL0acw/P58pp6ZgY2pDoZQ+HBs5UR1k1WayplTnuy4W1K4NPj5gZvbhzkn6s82bN9t26dLFs0uXLk+cnJwMH3o+b0oR4h9r4T4ZL7Sh6HDnzp0PPR1JkiTpHdIZdESH3se6RRsiLp+iXzXY4AvZFDuG+XSidoUOKFZWGIWR4NhgBuwbwPFHx/FxzMf98Gh0JpHw0z2Iy0HZstChA1SoAO7un96So6Io54UQRV987dKlS0EFChSI/FBzklSXLl1yLlCggOcfX//E/or9PdmGQpIk6fNnMBqITIokZP9mzIsWZ5zJKfJ1g53eCv3sanGo5lrqVO+GYmVFii6Fbbe2UW91Pc6EnCGLVTZuRd9AF5EdFh3BLCUH7drBgAFQpw5kz/6Og68rV+DLL2HFCkhLe4cHkj52cglSkiRJ+iQYhZGEtAQiEp9iO3shRzdMYGALCM0EjaOz0q9UP7IWLANZsqAz6olJjGLKqSn8cvkX8jjkISE1ifAIHexdBJda455VQ8chULmyujuRufk7PoEjR6BePdAoiF9/RbGwgIYN3/FBpY+VDMAkSZKkj5oQgmRdMk8Sn2CIiSK8dydaufzGyQZQNBQWmDWkYK2m4OeHMZMtybokbkfepvee3tyJvkPL/K3JETSUH5bfQzwsCWmZKF8emjSBihXB2/s9LTna2iK8chM1rR/i2h1c6tR5DweVPlYyAJMkSZI+Wqn6VJ4mPSVZl0zquVNMW9KZpYXTcE2EhXutqdV8OKJQQcidmxQT0KUnsvbaWr4/8j1Goe5w82R/U36ZnRvIg1YL7TtB2bJq5svN7T2cxPHjUKoUKXmcCVs3Fp3GAlMPN1zeecpN+pjJAEySJEn66KQb0olKjiI+LR5hNLJ6/ndMTt5PuhcMOAa9Y/NhGNAP4eWF3j0LyehITk2m6/aunA49DYC7jQc2R2awZ0sNABwdoVcvKFxYDcDeeYsJoxEGDYIJE4hfPovQUjmwMHciOTWGpLQEcr3jw0sfNxmASZIkSR8Ng9FATEoMUSlRaBUtJ27t4/utfXlgmcoXD2DiHnCt9iWJA1shsmUjycEGrQYuhVyi646uRKdGY6415+ucfdkxcCi3HlsAao1Xq1ZQpAgEBoLJu/7tl54ObdvCihXEt25IeAkPbCwys/neboYenUBWm8z85vUF5iYyC/Yu6XQ6Ptb9Ij+ruyAlSZKkT5NRGIlLjeN+zH1iUmN4HP+Ydisa03ZfNywTUtm9DDZuNMXxu34kdutIak4PEhytMTUxp8OWDjTd2JTMNpn5sfJ4fvC4yIp23xOeEXy1aAGdOkH16lCq1HsIvuLjEbVrw4oVRPRvT9ToziRpTGm3px/f7R+Gpd6Sm9H32HRl0zueyId369Yts5w5c/o1aNDA09vb27dGjRq5Vq9ebVe1atXczz6zadOmTNWqVcut1+tp2LChp5eXl5+3t7fvqFGjMgMEBgb6tG3bNnuhQoXyenl5+R08eNAK4ODBg1aFChXKmy9fPt9ChQrlvXTpkjnA9OnTnWrWrJmrUqVKecqWLesdHBxsWrRoUZ+8efP6enl5+e3atcsGYOPGjZkKFiyY19fXN1/NmjVzxcXFvdeYSGbAJEmSpA9GCEGSLomniU/RGXWkG9OZenIKyy4uI1OKkekHofM5UJydiZg7nHS/vCRldsTKwZm9d3bSY1cP0gxplPMox7Rqs1g7Nzc/jrEEwNQUBg5Um6pWrapuKfQ+6A4dwOTwYcImD0DfuCa/3j/EyOOTSdWnUzumFquL7GBXMrje0kGh9zMnTrXNTuxVq7c6pr1/MiX+eZPvoKAgi3nz5gVVq1YtqVGjRp7Xrl2zuHv3rkVoaKhJ1qxZ9YsWLXJq06ZN5MmTJ63CwsJM79y5cw0gMjJS+2yM5ORkzW+//XZz586dNh07dsx5586dawUKFEg9c+bMTVNTUzZv3mzbv3//bLt3774HcOHCBZvLly9fc3V1NYwYMcK1cuXKcePHjw/X6/UkJCRowsLCTH744YcsR44cuZ0pUybjkCFD3L7//nvXSZMmhb3Va/Q3PqsA7IVGrB96KpIkSdI/SNGl8DTpKan6VEy1pmy4sYFJxycQlxpHl7Mw6iA4pUBqkQJEjx5EchYncMuCXiP4YtUXXHxyEY2ioWPhjnQvOIS+Hd3ZtUP9ne3iAkOHQu7canPV97GRtkhOJkGjJ7yEN+ZHlxPhaMaAvUM48PA4+e0L8c3DHPQK3IwQ0NAG9EU/zqWxt83NzS29WrVqSQAtW7aMmj59eubGjRtHLViwwPHbb7+NunDhgs3GjRsfxMbGah89emTeunXr7HXr1o378ssv45+N0bx582iAmjVrJiYmJmoiIyO1sbGxmiZNmuQMCgqyUBRF6HQ65dnny5YtG+/q6moAKFGiRFKnTp08dTqd5quvvoopVapUyqpVq2zv3btnERgYmBdAp9MpRYoUSXyf1+WzCsCEEFuBrUWLFu3woeciSZIkvVy6IZ3I5Eji0+Ix15pz8clFRhwcwa2oW1R8bMa0LZD/KShAfPOGRHVpTZqdDY4ePqRhoMgcf+LT4vG092RRvUXYJhWiTjk7goLU379FikC7dlCokFr79c6XHAH9iWMoDb8ibsYYLEr4sDb5AqMPzERvNPB9yR60CD6CZ5HNGDDlSe6BXL5oSsWsX777iT3zCpmqd0VRlD8979KlS1Tt2rXzWFhYiLp168aYmpri4uJiuHr16vVNmzZlmj17duY1a9Y4rlu3LuivxhgwYIB7+fLlE/bu3Xvv1q1bZpUqVfJ59r6VlZXx2c81a9ZMPHLkyK0NGzbYtWnTJmf37t2fODo66suUKRO/devWB+/05P+GrAGTJEmS3gu9UU9EUgQPYh6QokshOiWartu70nR9U1Kjn7JxrYZ9C9PJH6EgzEyJHDWAsG6tIbMrv4kwdgftp8DcAqTp0+gR2IP9LQ+QeKM0ZYvZPw++GjWCrl2hUiUoXvz9BF/JG9eiqVIVo4UZTxzSaLmrD/2OjMffOS9bK89mYPxKclj/RrLRkbVx69h0pgq1ug5l287/RgF+WFiY2b59+6wBVq5c6ViqVKlET09Pnaurq27y5MlZOnToEJnxORODwUCbNm1ix4wZE3LlypXnS6arVq1yANi9e7eNra2twcnJyRAfH6/Nli1bOsC8efOc/+r4t2/fNnN3d9f16dMnskWLFpEXLlywqlChQtK5c+dsrl69ag7qJt+XL19+r/+DfFYZMEmSJOnj86zAPjI5EgU1UJp2ahrzL8zHRDFh9KM89Ft6Fws9CMCQ2ZnQCcNJ9clNpI3CoON9OfrwKAD5nPMxsepEirgFMmeKE6NHqXkEjQa6d1eDrooVwdX13Z+XwWggcdZUMvUcQFpAPn4aWZbvT/cH4IeyA8n8WyAlbrTExDyJ0JR8+Pc8To48etasvsqqJaHUqeP+7if5EciVK1fqokWLnLp27ZojZ86caX379o0AaNq0adSsWbNMihQpkgoQFBRk2q5dO0+j0agAjB49+vGzMRwcHAyFChXKm5iYqJ0/f/4DgAEDBoS3b98+5/Tp093Kli0b/7JjA+zevdt2+vTpbiYmJsLKysqwYsWKB1mzZtXPmzcvqGnTprnS09MVgBEjRoQEBAS8t/2hPqvNuJ8pWrSoOHfu3IeehiRJ0n+aEILE9ESeJj3FIAxYmFiw8cZGxh0bx9OkpzRxq8LEiZfIdi8CUJccUwoH8GjcINIdbJkRspGFl5cAahDXKqAVA8sMJLN5Dpp9ZcXevepxrK2hb181+CpT5j309wKSdcnEbl1P1oatuVG7GO1rp3Hi6WXKZSvOhPLDuLH8AS1y98REa+DIw/pUGrKOSpXDWLYglqdhzty5q6FOI9e3tv3Rx7oZ961bt8zq1Knj9ayw/kWtWrXyKFSoUHKvXr3+do6BgYE+kyZNelSuXLnkdzfTd+evNuOWGTBJkiTprUvRpfAk8Qmp+lSszKy4Hn6d4QeHc/HJRQq5FWKlsQGVvl0ABgNoNChGI9FN6hHbszPZnTxpe3Eka2+sBwFOVk6MqzyOWl61SI7ITP4CWsIy7lVzd4fevaF0aShY8N3v52gURqKSo4hKicK8QhnGj6/NKN1+TGK1TCw/lIa56nNh4TJa+0wH4KcjI+k5bwQ9u91h/PcKZmZO9B+UieWrrVhn+d/dCtLPzy+fpaWlcd68eR+sNu1DkwGYJEmS9Nak6dOITI4kIT0BCxMLknRJDDk4hI03NuJm7caM8uP5ZvIBrLfNBUCYmCAUCBvakzNlPfHLZEOUsxUPYoMxCiNVclZhbOWx5HPOx97ttjRtCjqdeqyAAPjuOzX48vYGrfZvJvYWpOpTCXtyD8d+w4nu2ohe1ydxJuU8lbKX4scKQ3C3dCLu1/40zHsAvdGUMJ8B3DzSiEUzb+Hlbc/xk1oqlk9n7oRw6jrdoU7VisDnXQfm4+OT/rLs17Vr12686hhnzpy59XZn9XGQAZgkSZL0xvRGPdEp0USnRGOqMcVUY8qcc3OYcXoGRmGke/Hu9DSvSPYWXdGGhCEANBr0Dpn4bWJfxqbvY8vxKVTNVYWzoedI16czsvxIvin4Da7WWejTy5RZs34/XuXK0LmzuuyYLRv84Sa5t8oojMSmxhL98DZZWnZhrslFhu7fgrmZBVMrjqCRT100+gScTzUma6aHJOrsOWo9jeKZHZn+vY5x07PRvrstJYunc7RcFFaH99NodmeosO6/mwKTZAAmSZIkvb5nBfYRSRFoFA02pjbsvLuT7498z6P4R9TyqsWwskPJu+4gdv2/AoMBYWKCRq8nooA3E3oUZvrDEZhqTCmSpQh77+/Dz8WPiVUmUiJ7CbQ6e0oEKly8qAZZQkDz5tCypbqlkKPjuz2/NH0a4YnhGO7fJblDG6oUCeGUO1TzKM648kNxs8lM8OUwfB+2wNQilrBUL/J9d5bSpdLJ7xtHg5bZOXzUnK+bJDPb4weUhdbQ4itYOhPq1Hm3k5c+ajIAkyRJkv41IQQJaQlEJEdgEAaszKy4GXmT4QeHc/LxSfI552PtV2spYx+AfdfeWG7ZAYDB0gJtSiopjRswtYETk24uoGau6tyIvsWFsAu0LdiWAaUHkMM+B1cumlOpEiQkqMuLGg18+63aaqJgQbB6u33d/3R+samxPE16ivmdINaMasioWklYmVszs2wv6vt8gaLRcPfweUqkfIuZhY5DD+pSedgm6teKYfTwFAqUzUVaGiydE0mr49/CxLXQshG0aQCNW4LZ5738KP09GYBJkiRJ/0qqPpXwhHDSDGlYmlqSkpbCmCNjWHFlBXbmdoyrPI7m+ZtjceUmjjUqoX0cCoDByoLzTukYO3aiROPe9DYmEW0BP19ejLOlMz9/8TN1veriaOXIlMkaBgwAo1Ht5WVlBYMHQ61a6tZCZmbv7vx0Bh3hieEk65J5FP+Ifr/152LJJOq4lGBM1QG4ZMoOisL9rWspYzEBRSuYfmQ4PeaNYmjvx4waoUfRmtHxmyS++TIC7+HfwIEjMLAbDO4NVllBK4Ov/zoZgEmSJEmvLC41jrDEMCxMLLAwsWDJxSVMOTmFxPREvin4Db1K9MLBwh6rn5dh138Y6A0YzUx4YiUYXM3IUl8j1V2usUCTQIvjvTny8AjVclXjh0o/4JvZF/SW1KoJu3erS44ajdrTa/Rotb+Xh8e7K7Z/ltULTwzHKIwsWzeYSVHbsDW3ZW7VH6nrWQpMrMFoJHbbGMpYbkZnMCEm148cWN6aiSMfsWWPC0GP4siV08C4IZFQvi7cuA0zx0LbdmDhAorsgS7JAEySJEl6BUZhJDI5kqjkKGzNbTkSfIQRh0ZwN/ou5XOUZ2SFkXg7eaPEJ2DfsROWv24HINHRhjl5E/m+ooZUMyP9vduRL3shAjZUId2QzvcVv6d9ofa4WLtw+5aWSpUgPFzdSFunA19fGDtWLbZ3dX13xfZ6o56niU+JT48nOCaI/iu/4TLhNNB5MbLlTJzMrMDECvQpOJ5tS1bL2ySkZSLaZxkeuRyoUyOVHoPdsbISPA7RkiunQe2J0bwB+HhC7UZglundTF76JH30YbiiKLkURflZUZT1H3oukiRJ/0V6o56Q+BBiU2OJSY2h1opafL3xa/RGPUvqL2FFgxV4O3ljcukqLiWrYJERfOlcnFjlmUj/alA+RzlOV1vHU5NUvtnXjeyZsrOp8SZ6FO+Bm60bSxZrCQhQgy9bWzX4qlgRZs+G8uXBze3dBV9J6UkExQQRmxbL/HPzqLOiFk8Sw1n1oAgzOvyMk7kNmFiREh2G9d76WCTdJio9F+7fPmT4tOI0+7YgHXpmo0QxHZdORVAubR8cPQn6ROjWDuq1/D34EgKCg2HDBkh7b03XP5hbt26Z5cyZ069Bgwae3t7evjVq1Mi1evVqu6pVq+Z+9plNmzZlqlatWm6Ar7/+2sPf3z9fnjx5/Hr16pX12Wfc3d3zd+vWzb1gwYJ5/f398x07dsyqTJkyXtmzZ/efMGGCC4DBYKBFixYeefLk8atYsWKe8uXL51m8eLFDVFSU1tPT0//SpUvmAHXr1s05efLkv9y66H35IBkwRVEWAXWAp0II/xderwH8BGiBhUKIH4UQ94F2MgCTJEl6/1L1qYTEhwBwKfwS7ba0IyE9gYb5GjKx6kTMTcxBCKwWLsWu/3AwGLjuZkKIqwVVr8bS5tvh5K6UG2szGxqd6sODuCA6FunIwNIDyW6XHV2aCU2awNq16vEcHSE6Glq0gJ49IV++d1dsbzAaiEyOJCYlhnsx9+i3uw83om/R4jKMzfI1JmO7gEZBaMyJu3+GXLd6YWGayomgmpQZuo2GdaJxcTVn2hxbfhgZT//eiWhXroFu/SGwIOzdCpaZf19yjIlRdwk/elQ9ybVr31sbiraQ/Sq81SvpD8mL4B8bqQYFBVnMmzcvqFq1akmNGjXyvHbtmsXdu3ctQkNDTbJmzapftGiRU5s2bSIBpkyZEuLq6mrQ6/WUKlXK5/Tp05bFixdPAciePXv6xYsXb7Zr1y5727ZtPU+fPn0zJSVF4+/v79e/f/+IZcuWOTx69Mjs1q1b10JCQkz8/f3927RpE+Xk5GSYOnXqw9atW+fs2rXrk9jYWJM+ffp80B0C4MMtQS4BZgLLnr2gKIoWmAVUBR4DZxVF2SKEuP5BZihJkvQfF58aT1hiGGZaM37+7WfGHRtHTvuc9C3Vl5YBLTE3MVeXHLv1wXLzdmItYGQdC2blTyVPXDLXBq1AU6AAJ+8sZsRvU3C1dmXJF0uo51OPTOaZuHFDoXZtCApSs1v29uodjwMGQJs2kCvXuyu2T9GlEJoQSqo+lbnn5zLn7BxcLBzZvNOeCrW7kNSuNiga0tGQ9Nta8kZOQmNiZObBQXy38Ad6dgpl8oR0UtLMadwoksAi6TBuKoydDBVKwdo1YOX2+wFPnIBmzSA0FMaMUU/uP9KGws3NLb1atWpJAC1btoyaPn165saNG0ctWLDA8dtvv426cOGCzcaNGx8ALF261HHJkiXOer1eiYiIML106ZLFswCscePGsQD58+dPTkpK0jg4OBgdHByM5ubmxsjISO3Ro0dtGjRoEKPVavHw8NCXKFEi4dkcvvzyy/i1a9c69O/fP8f58+f/1Bj2Q/ggAZgQ4oiiKJ5/eDkQuJuR8UJRlNXAF4AMwCRJkt4jIQRRyVFEJkdiFEa67e7Gjrs7qONdh8nVJmNjZgOAyaWrOH7dDh49ZkFhGFJNQ6R5Ku3v2zOm7XIe2ZjT8khbjoadomaemvxQ+Qd8XXwx05qxdCl06qSuwllbq8fV6WDyZKhbF7JnfzfF9s+3EkqO4mbUTfrv7c+d6Ds08W3MiAojsW+aTpJpAkY0JOt1aE/PxjdtDQah5awyg9mHv8E/bzK7DrowTh+BtbUgsGAKdO4Hy9fC11/BwiVgkXFSRiOMHw/DhkGOHHD8uNrA7D17lUzVu6L8Ye1YURS6dOkSVbt27TwWFhaibt26Maampty8edNs5syZrufPn7/h4uJiaNiwoWdqaurzUikLC4uM/r0azMzMnm9krdFo0Ol0f7u3tcFg4Pbt2xYZwZpJ7ty5dW//TP+dj6kGzJ3//wvyGHBXFMVJUZS5QCFFUQb91ZcVRemoKMo5RVHORUREvOu5SpIkfZYMRgOhCaFEpUQRmhBK3dV12X1vN8PLD2du7blq8CUEVj8vw6VSbbSPQjjgpaVjPfB5YuT8jXLMH3SCA+k3KbC3IRcirzCu0jiW1V9GgGsA+jQzWrVSM1xpaZA1q/pnpkzw889qj693dadjqj6V4NhgwhLCmHZ6Gg3XNiQpOZZtuxxZcDozdiZmCJM4UgxGktNT8LzSi9zpa0hKs+G2yzqilPJExphzL9iCPj2Sft93UhGQmgRD+sGy1b8HX6DWfO3bB199BRcuQGAgycCTt396H62wsDCzffv2WQOsXLnSsVSpUomenp46V1dX3eTJk7N06NAhEiAmJkZraWlpdHR0NDx69Mjk0KFDdv/mOGXLlk3cvHmzg8Fg4NGjRyanT59+vi376NGjXb29vVOXLl16v127dp5paWnvcO+EV/Mx3QX5soshhBBRQOd/+rIQYj4wH6Bo0aJ/HQZLkiRJL5WmTyMkPgSBYP+D/fTd0xdbc1vWNlpLiWwlAFCeRuLwdVsibpxnXx5oGONK1WQT9i4LoXKTgSS0bEKrM4P4JehXCrgWYEq1KZTyKIWFiQXXrkGDBnD7tno8b2/1Z19f+OknKFIEHBze/nkJIYhJjeFp0lOuPr3KgH0DuB9zn1aZq/HTyFPYKhZEjauCIfEhSUJgLXS4nPwGM2MYcbpseHS7jJ+vhpPn7Qjw17F6aST58uohJBTSksHDDX5ZARYvxAt79oC/vxphbtmiFrIpCkeAtoA9cJzPfSdIVa5cuVIXLVrk1LVr1xw5c+ZM69u3bwRA06ZNo2bNmmVSpEiRVICSJUum+Pv7J3t5efl5eHikFSlSJPHfHKd169Yx+/bts/X29vbLmTNnaoECBZLs7e0Nly9fNv/ll1+cz58/f8PBwcG4fv36hIEDB2aZOnVq6Ls431f1MQVgj4HsLzzPBvyri6MoSl2gbp48ed7mvCRJkj57iWmJhCSoxfYTjk9g0cVFBLoHMrf2XFxtXAEw338YbYeOtK6QyJYqYCW01JybjHUSVJm1jJO5zfl6R12Ck0LpUqQLg8oOIqttVrQaLYsWqV3s09PVei9fX7h2DSpUUJcd8+Z9N8X26YZ0whLCiE6JZvbZ2fz828+4Z3JnY9be1P9uFnqPbESsnkeikw4ULdl0EZgeb425Nonzj8pTdOABGtaJIjjElm87JTHphzgsLIDL16BhS3DPAidOgUlGKKXTwdChMGGCusY6dy5YW5MMDEQtdLYG7gHbgP/CTpAajYaVK1c+/OPrx44ds31WfP/Mhg0bgl42RkhIyJVnP3fv3j0KiHrZe3PmzHlsZ2dnDA8P1xYrVixfkSJFkj08PPT3799/Xve1cOHCx292Rm/HxxSAnQW8FEXJCYQATYHm/2YAIcRWYGvRokU7vIP5SZIkfXZezA4lpCXQdUdXzoWeo0PhDgwpOwRTrSlKQiK2Q0aRvmYlpb+B65mhZIQFq1alY+2QGf3PC/ghchOj980mi40by79cTj2felibWZOUBF26wC+/qE1VrawgSxY1+Pr6axg+XC2NMn/LqSAhBPFp8TxJesL50PMM3j+YoLgg2hRow5C8HchVuDK6AD/Cl04m2SIZB8ssOD49hOZiPzQaA3MOdKfrzz/Rr1soP45NJ12vUwMvgP0H4etOYJsJFiz+Pfh68EAttD99Wg2+pk4F4BDQHjXoCgTuGNJoE7KNqu51/rMd8f38/PJZWloa582b91Zr06pWreoVHx+v1el0Sr9+/cI8PDz0b3P8t+lDtaFYBVQAnBVFeQyMEEL8rChKN2A3ahuKRUKIj+JOBUmSpM+RwWjgSeITEtITuPLkCl13dCVZl8yc2nOo51MPALPDx7Dv2IP0iHBKdYb7DtD9ihUTNidjXqkqQWP70eJMX45HXqCuVx3GVv6BfC75MNGYcOUKNG4MN2+qx3N3V2vS799X73Ts2lVdoTN5y7+Jnm0l9DTpKTPOzGDppaV42nmyvtF6SmYvCUDk+l+I83bGxExHDlsvtNemYBI8FyMaFv42nV7LuwJgYW2NxgQsns1x6XLoPgTy5YUdOyFbNvX1Y8egdm01vbd2LTRqRBLQH5gDZAaKGPXUvDoGH5tcLDz1DSfLrKWMx+edA/Px8Um/c+fOn36XX7t27ca7ON6ZM2duvYtx34UPdRdks794fQew43XHlUuQkiRJrybdkE5IfAh6g57ll5erLSYccrKu0Tq1o31iEplGjMV6wVKEomBpakZXvR+FN9+nzJU4qF2bFT0r03VvA4zAxCoT6VCkA5nMM6EoCgsXQvfuoM/IPxQpogZe6elqvddXX4GLi5oVe5sS0hIISwjjdMhphhwYwuP4x7Qv3J4Bgb3J2mckaeVCiP6qFoYCWXEx0WJn6YHmdFuIOExyuiULb61nxsaK6HQaRg6OZ+jAJHVgISA1FhYshwrlYcNG9c6BZ/z9oXp19Y7HnDk5gJr1egCUAq4bdfQ/8TWNH65jcOACGpdZSxP3/0YbCunlPqYlyDcmlyAlSZL+WbIumcdxj0nRpzB4/2B23N1Bba/aTKk+BRszG8xOnMa+3bdoQ8JYkR+yuOaiUqYCdF/wKzg5EdezC98GPGLF8d4Udi3IlBrTKJm9JGZaMxIT1dW3lSvB0lItiapWDQ4fVvt8LVgAlSq9/WJ7vVFPRFIEIQkhTD05lZVXV5LLIRebmmwi0M4Xh687YrH/EEkebpjr4shsaYOZosG4vxKkBJOoz0zuXheJSnQji5ueQ7uiKFs6XR08NRlS48EhO+zeB/YO6l5J167Bjz/CwoXqya1dSyLQF/WOMFegIHDOkMaa402o//hX9hWcRGYLP7T3N1LDteq7XoI0Go1GRaPRyBvTPhCj0agAxpe991kFYJIkSdJfE0IQmxrLk8QnPE54TKdtnQiODWZ4+eF0LNwRTUoqtkOHYz33ZwQwsoqW0WUMfPnoCZV+3gj163O4xxc0OtWHqIexfFf0WwaVG4KbjRuKonD5stpG4vZtsLBQk0b16sHWreodj3PnQtGiYGPzds8rKT2JsIQwjj48ytCDQwlPDKdzkc70LdUX65hEHGt9hemVazydMgbL1l/hrAUl6SH6Qw0xIYEbT4sQ0PcENSsn4OicwJTxSTg6ZsQs0U+hZVewygTbdoKlop7YggXQo4e6b9Ldu+Dnxz7UrFcwUAb4DYgxpLLpaENqhe5gi9dQ+h9ayO2IvgjAz6inaYWpb/di/L+rERERvi4uLnEyCHv/jEajEhERYQdcfdn7n1UAJpcgJUmSXs4ojDxJfEJcahwHgg7Qd09fbMxsnreYMD19Doe232Ly6DGpJtD2G0dWuUfT5rKGeQc1GGbNZHz2YIYdbocRI71L9GZs5bFYmKiV6fPnQ69e6rE0GnBygvz51Q4MZcvCrFlqEPY2i+2fbSUUHBfMpBOTWHd9HV6OXvza9FcKZymMEp+AU5V6aJ88JXblzzjVLI/WmA5PDmA8+x1a9Cw+2oa28xYxrE8II0cY0GhN1cGFgOC70KgT3L6nZrkUBeLioGNHtc6rShX45RcS3NzoAywE3ID8wLGMOVZMi6Js3A2+d2zJyB1jMSKwMbEgSZ8KDoXf3sV4Cb1e3z48PHxheHi4Px9X38//CiNwVa/Xt3/pu0KIz+5RpEgRIUmSJKnS9eniQfQDcfXJVdHu13aCkYjABYHifOh5EfL0nkjo1lEYFUUYQcTaW4rSQ7IIRiJ+KIMwVigvQo/tEpXnlBSMRFRfWk1MPTFVJKcnCyGEiI8XokkTIUAIZ2f1z8KFhShZUv25WTMhHjwQQqd7u+eUnJ4s7kXdE/POzhNuE92EdpRWdNvRTdyLvidC4kPEo7hH4lbkLRE1or9IObJfiIQHQsTdFuJsd2FcjjAsV8SAL6YIMAr3LGki5M5jIZJC1EdCsBBHNwmRxU2ITJmE2Lv39wPXrSuEVivEuHFCGAxitxDCQ6i/fMoKISwyfnbUJYmRRoPYYtCJsynRIvsEe8FIRLu52UVk3COx/tp6kapLfWvXAzgnPoLfv/Lx6o+/bd3/qSpatKg4d+7ch56GJEnSB5eiSyEkPoSI5Ai67+r+fy0mrC5ew6F1Z0weqp0AdKVLoC1SjHahc6hxT6FJo1HsLJeF1kf7kKBPYljZoXQN7Ia9pT0Av/0GTZqoK3CZM8OTJ/Dll3DjhroM2bcv9O79dovtjcJIdHI0d6PvMuHEBDbd3EQ+53xMqT6FANcAAJQdO0l3tCNTmcrYmVqiSQkFYzqc6wFP9pCmM6PxrC1sOVudlk1imDsjBatnzesNKaBPh+L1IDkFdu4EPz/17gELC7XuKy6OuFKl6A0sQm1aaQHczRiini6BKfuqMSQkhlibvOzw8WH+yQkUyFGVkjW3g8b07VyMFyiKcl4IUfStDyy9M5/VEqQkSZL0u7jUOMISw7gYfpHvdn73e4sJz+rYjhyPzfS5IAQGGysOflePXBfuk2v6DBYXLkz6tEn0CVvOlH2D8XHw4pdaK6mYsyJmWjOEUOu5+vRRa9Ht7CAmBrp1g3XrID4epk9XW2I5OKgrd29Dmj6NsIQwtt/ZzqjDo4hJjaFXiV50L94dM60ZBqMBk6W/4NZ7OKJyJTSV6kLyI0iPhePNIPEuKQZ7/Pqd5UliTtYuCaFRo4zJCQH6RNBagp0HrF0Hzs7qbuC1aoGrKyxdCn5+7AQ6ojasDESt9dIBzsDEtBgM64pR5P494gQ0yJkZ4/UJdC7WBYrOBEWuBEqqzyoAkzVgkiRJapYoIimC6JRoVlxZwY/HfnzeYsLvURoOxSpgEqQ2Jk+pUIaVZe3pzGrq2Sts6N+fu81r0Ozwd5yLuUYz3yZ8X3ksOR1yolE0RERA/fpw4gTkzg2PHqndGPr0UdtLWFurTVerV397xfZCqDcP3Ii8wbij49h2Zxt+Ln4sb7Ac/8z+CCFITkvCYcpsnMZNQ1StimbNCkh+CPF3MR5vhkYfx8NYH/z6nKFUCQPbJ4SQzy/jV6BRD7pEmLQYDFr1zsaCBWH/fmjRQo0up04lVgh6KQpLULNeWYAzqPvotQC+iLrOjGUlOBKfAICviy8jq8/ChCjIXP7tRaLS5+FDr4G+i4esAZMk6b9KZ9CJ4NhgcSH0gqi1vJZgJKL2itriVugVEd+72/NaL10mG5EwcrAY1CmPYCSiSicrEbN9g1i+d7KwGWMlMv1gK2aeniniUuKej33pkhBubkKAEDlzqn/mzy9E375qWZSXlxBHjgiR+vZKm0SaPk0ExwaLaSenCafxTsJ0tKnot6efCIoJEiHxIeJBzANxI+yqSGrfWp1QixZCJMUIEXtDiFtzhHGlqRArEBt7fSE0il6M7P9IGBOCfq/3irsrROQ1IVo0V7/ftq0QaWlCDB4shKIIkTevEJcuia1CCHchhCKE8Mv4EyFEDiHEWiHEQaNRTFviKZSRCNPRWjHhlwChCz/y9i7EP0DWgH1yjw8+gXfxkAGYJEn/RSm6FHE36q7YcXuHyPVTLqEdpRXDDw4X4cf3CJ2nh/pPPoi4KuVF3NgRonErS8FIRId+eUX01bOi9ZL6gpGIwnMKiaPBR0WaPu352D//LISVlRB2dkI4OqpD1asnROvW6s+lSwtx+fLbK7Y3Go0iNiVWHAs+Jmr8UkMwElFgTgGx//7+50X2NyNuivvR90Vycrw6mQEDhEiJFSLmmhBnewrjCoRxOWL0V0MEGMXwviFCJD5UA6/Ex0LE3hQi5KoQlSupJzF6tBBGoxCPHglhby9E27YiOjFRtBTqLxc3IYRdxs9aIcR3Qoh5oedFnc1tRKhBJ+bu7yEqzPUTd7cECrFCEeLuwrdzMV6BDMA+vcdntQQpSZL0XxWfGk9YYhh77u1hwL4BaouJBquouvQoNpOrowiBzj4TSQN6YnfpFsmjR3O/vQkTXVtSuUgjSuxuxJ2EYDoX6czQckPJYpsFjaIhJUXdMmjJEvDygrAwtRND/fqQnKyWRTVpou49nS3b2ym21xl0PEl8wuqrqxl7bCwpuhQGlxlMp6KdMNGYkKJLwSAMuKaZkkljjsbBFjZsAGMyJD2AiwMhbBcGg5bms1YQaqzOmf33KFbcEhStuuRoSAZTR6hXCy5dUk8wd251AtmywdWrbHF3pzPwBMiB2t8LIC8wIj2RTQeGMfP0T9iaWhBfeiAdSw6hY9oxlNgLUGoFeL500xdJAmQNmCRJ0idNCEFkciRhCWH8dPonFl1cRLGsxViYtz++9fpi8iAYAcTUrIR59VqE/zID7ZVgbOs35niXIcy9v4YSuxpib+HA4i8W0zBfQ2zM1eKt27fVLYOuXFFvBLx2Td3PsWVLdevDq1ehXz/o31/t+/U2SpwS0hK4/OQyIw6NYP+D/RTOUpgp1abg5eSF3qgnPi0eWzNbXCKTMatdW+1Af+IEGBIg7hqcbg8Jt0jVW1NqxGFKVnRjzZQnKGa26gH0KaAIsPYAEyv1BGxtYccOaNMGli4lulUrvnN3ZyVqYb0JavBlCvQCXG5v57ut7YlMDAeglqUOH1PgQAVIvA/lNoHcZkj6B7INhSRJ0idKb9QTlhDGg9gH9Nndh3Nh52hfsB0/nrTCceJMFKNA5+RA9MAeON96yMEjy2jY0EADh1JMrDudb472ZVvoQcp7lGNS9ckUcC2AaUYj0nXroH17MBjUuxxDQ9UWE/Xrqw1Xk5Jg4kQ1ZrG1fTvn8jTxKUsvLeXH4z+Srk+nf5n+tC/UXs3E6VIAcLVxxebmfZRatdRJbN4MJfzhyVHEmXaQHkNUsjv5+5+lVGlTli9OwNLaPOMuxwQwsYajVyEuXk3d3byp/nn5MvTqxabx4+lqaspTwB6IzphffuB7wDE9kXrTPIlNicJBq2F+FnMa1t2H4hwIZzpAztbgWuHNL8i/JNtQfHo+qwyYJEnSf0WaPo2Q+BBOhpyk165eJOmSmFt4BO16LHme9YqqVw2ldk0yz17CQu0lujRT8LXLQ838X1FwSy2epkUxoNQAepfsjbO1MxpFQ3q62r9rxgxwc4PoaEhMhKlT4cED+OYbMBrVux47dFBbY72pZF0yF8IuMPTAUA4HHybQPZBJ1SaR2yE36YZ0ktKTcLRyxMnSCe3hI2oUaGsLR49CbhcIWonxQj80pHP0VhlqTNjFwF7RDB2SjqIxB6NO7e9lkRmWb1I3qyxSRA3K2rUDS0uidu2iW/XqrAYyobYwjwbMgO7CiNWlZbjma0BI6HliU6JoYW/FtMwmOJWcBzY5QGMCJRa/+cWQ/jNkACZJkvSJSUhLIDQhlKWXljLh+AQ87T3ZFl2DYvW/RzEa0WV2ImxgN1wfRmPaewgDyuuYGAjVs5alYCZvmp3oQ/ZM2Vlddw3Vc1fH2kztQvrwobqX45kzavAVHg7FikHPnmpnhitX1PYSVapAly5vHnw920po/oX5TDw+Eb1Rz+gKo/mm0DfPz9NMa0YO+xxYmlr+Hvllzw47toOTFq7+gLgzE40imH+gA12XzGHFvIc0aWoKiunvS45WHvD9j/D99+ru4OvWwblzUKIEG9esoauzMxGAORCfMb8AoGPEDRZsaculx6ewTo2jf4keXK4xkPyPF0ChqXDuW3AsApX2vNnFkP5z5BKkJEnSJ0IIQVRyFEFxQQw/OJydd3dSO0t5lk55gNOthwhFIbphTdJqVsPt57VoTpwgvHwRClZ/QHX3ctxLeMTxyPPU9a7LD5V+wMfZ5/mS444dam1XYqLaXDU9Hb77Tg2ypkxR93AcPlzNgNnbv3m9V4ouhXMh5xh0YBDHHx2nZLaSTKo2CU97T1J0KeiNejJbZ8bOwg6NolHXQrVaePwYrCxBGw3nu0P4LoxCoecvU9F6NOSbVikEFLJSD6JPVJcczTNDuw6wbBl88QVUrAg9ehAJdBWCdYqCBZCK2tPLFOikT0V3dBzzj45FCIFWoyH4u/tktc+ujv1oI5xsrWbVKu0Dm5xvdkHekFyC/PTIDJgkSdInwGA0EJ4Yzm9hv9Fzd0+CYoMYoyvHoC5H0BgFOrfMPB7yHS7hCTj2HUWUSMJx+DDc2rbjx+sr6X1xPGlGHT9U+oEOhTvgZOWEoigYjTBsGIwbp67qpadD1qwweDAsXgwnT0KZMjB+vLpq96abaRuFkcikSGadncXkk5MB+KHyD7QMaIlRGH8vsrd2wUxrpma9+vZRO76uXg1Zs0D0RTjeAhJuojOYUXfSr9Rpkptu3yaDqc3/LzmaZbTid3WFmjVh+3b47TfWduxIN0tLIjMiyfSM+fkB44AFWzqw5cpyALwdvVlSZRhZj1WFUish+TEcbw62eaDSXrDM8mYXRfpP+qwCMHkXpCRJn6N0QzqP4x+z9dZWBh8YjLXGgt07nal86oia9Wr2JbG1KuOx/FdMdu/lcqnc1KlrSos8EcQfH8qsO8vxdfZlavWplMlRBitTNUP05Ak0bQqHDqkd7OPj1SXIgAB1pU+vV7Ne336r7srzpi0m0vRpnH58mv77+nM65DRlPcoyqdok3G3dnxfZu9u6Y2Nmg6IokJamptxWrVInYdAhwveQfLA9VtqnJKQ7UXzoUfyLOtOuQyKYmoM+WQ24rHNAWCREPVTbSly/Djt3Etm8OZ0XLWKDuTkmgOD3X4TtU6JpYUjHxjwTJ+/vRatoGVx2MEP8a2N+pDZoLEBjCVdGgkMBqLADzJ3e7KJI/1lyCVKSJOkjlpiWSHBsMJNOTWLJxSWUMGZl/bQw3OMFumxZeDj4OzJFJeI8axHK06fs7FWHJo4HsNSYY2eeiTvxD2iRvwXDyw3H08Hz+ZLjoUNq8BUZqR7H1hYGDFB339m3T92JZ9IkKFUKLC3f7ByEEESnRDP11FSmnJyCicaE4eWH08y/GTqjjlRd6u9F9hqt+qX4ePW2ywMH1AK03j1IuLgIsxu9MTdJ4+ojPyr9cIDuXdMZMsSAomhBnwQmNmDpCpevQu3aamSp10NICOs2bKBT7drEKgoCni87+ghBvaurWbirO0U9yrK+yUbW/baIYlmLEmCSBgeqgWkmdakxkxekhKtLm6Zv4fbPt0QuQX56PqsMmCRJ0udCCEFMagxXnlyh796+nAs9x3fXbZm8PhQTNES3bkRk9bJ4rN+H+aYtKDlyMHt+B74LWUA2U1eepsWgU4zMqjWLJn5NcLR0RFEUhFCXE4cOBRMTtbSqVCmoW1cNuOLj1aL7Pn0gSxa17OpNpBvSOfXoFH32qG0yKnlW4seqP5LFJguJ6YmYa81/L7L//eTVOx2PHlXrtpo04N6vw8mZOgmNiWDrhTo0nrGWqWMj6NxFo6ax9EkZS472sGeP2sDM3h42bODp9et0rFqVXx0dAfUXnwnqBtotYx7wYFtnJt7fg0bRUjtnZTIB7Qq1hdirsLcKmDmBx1dwaSCUXgOWbm92USQJGYBJkiR9dAxGA0+TnrL33l767u1LclIsKzcqNLuSgC5HdoKH9cAkLoE8QyajeRAErVpxv2crem2riZuFCw+TwyiWtRiTq02mSNYiz5ccY2LUvaV37FCDLyHUYCs4GAYNUjvdL1qk1qi/aW8vIQSxKbFMODGBqaemYmFiwdTqU2nk24hUfSpJ6Un/X2T/IkWBUaMgJQXKFSZxTyNyp+8EDYzbMoDNtwexc0M4FSqagTFV/Y61B5hYws8/q20mLCxg+HBW5M9Pl/z5ScgY2gmIAjyBlnd3M3b1F+iNegDK5ShLnTw1fp+HrRd4fq0GeDcmqj/z+a0aSR+GDMAkSZI+IumGdELiQph3YR6TTkwid6zCweV6fKM0xLb/mvDqpcm65RC2qzagODmh/2UpJqXLEhV6DmdLJ8KTntKtWDf6lOxDNrtsmGjUf+bPnoUGDSAkRD2Opye0agVz56rtJr75Rg3CPD3VuyDfhN6o5/jD4/TY1YNLTy5RNVdVfqzyI85WziSkJ/x/kf2LTpxQe2D07Ally5IYehubvWWxSbiJ0ajhm/k/k5ipNod3PsXCxjKjsaqtuuSoyYgo584FjYanTk60rFWLZ80h7AADEAO0N6QzUGvGvKeX0Rv1WJtaM6X6ZNoVaqfWnkUch0x5wdQehAHuzgevrlB0BvwxWJSk1yQDMEmSpI9Esi6ZW5G3GHJgMDvv7qLBDVi8GSzcc/BofC8MSQnkGTkdk2s3oG5dQob1oN7J7vgc2cC6hztwsXJhSf0l1PaujYOFw/Mlx1mzoHdvdblRCLX2S6uFESPUrYWWLoU6ddSO92/aXiImJYYfjv7A9DPTsTK1YmbNmXzh8wUp+hTS9em427pja/6S9NqWLWpH+uzZoUMHDm67iE9kY6ztQ0kzWFNt3A4s3fKz8edYLKzN1BYTFq7qkqNOBxEh6hrquXOs6N+fDuPGkaLRoEHdx/EB4JGWQIUDQzn9+ASp7U7ibuFAPZ+6zKo1i6y2WdV5hO6Go/Uhe0M1uLs7H/wGQ8CYt7PXkiQ986F3A38XjyJFighJkqRPhdFoFNHJ0WLrza0i98TsQjscMbEUwqDViJiubcXttXNFROfWwmhhIYSdnRCzZokL57cJtx+dhXaUVjASUXlpZXEu5JxITk9+Pm58vBBffSWEGnYJ4ewsxIABQuTKpT5v2FCIy5eFSE1983PQG/TiwP0DIv/s/IKRiFrLa4mLYRfFg5gH4sbTG+JJ4hOhN+hf/uW5c4XQaIQIDBQpweFizsA1ImmRpTAuRzyckU3kcb0tvh/4SBgTgoSIvytE/D0h9Cnqd2NihKhUSYjcuUV45syi1J07z38ZeAohHIQQihCi6s0twnWyu2AkosSSiiI6PUkYjUZhNBp/n8fjrUKsMhNiR0EhUiKEiDglxPXJb35x3gPgnPgIfv/Kx6s/PqsMmGxDIUnSp8YojEQkRbDi8nKG7xmIdZKe/eugpFkuwhb3JSUlHo+J8zA/+xuULw+TJ7M14RyNdzQk3ahDo2gYUmYInYt0xs3W7fmS45UramF9cLB6nPLlIVcuNUlkbw+zZ6stJxwd37y9RFxqHKMOj2LmmZnYmtsyp/YcanvVJlmXDAI8HTyxMPmLtvmjRsHIkVCrFrdGr2LbqNn0qjgYjUZw+l5xao7fTpuWeoYOSVN7e5lmUjNfGq3aur9KFcSDB/x09Cj9AwPRaTTYAHmAS0CWlBjybuvI3uvrMdWqTcyKuPjhkFEX99yjzXC8Mdj5Q+4OYOGsPpyLv9nFkaS/INtQSJIkfSA6g47g2GB+2NafxUGbKPUQ1m7UYNWqPTHlA7E4cYYsC1ajpKer3VK//pqLoRcovKchAoGHnQfTqk+jgmcF7C3s1fol1AaqnTqpK3Pm5uqG2ceOwbVrULUqjB0L/v5v3l7CKIwcDjrMtzu+5UbkDer51GNMxTFYmVr9uZP9X5k/X637+mk8N1Z0Ip/NBgA2nG9Gh4UL+XFUDB3bpYMx7fclR0VR68WqVOGhoyM1rlzhhoMDChAIBAFPgJZAt+Qoas72JTopAg87D+bXmUf1PNX/cCI62BGgtrAw6iHuKtS5oTZa/UTINhSfoA+dgnsXD7kEKUnSxy45PVkcf3BUlBjiKhiJ6F4DkZAvjwhZMU/cXTRFJFQoJQQIUaiQEEeOCHHnjrj/2wFRfG5RwUhEvZX1xJXwK/+35JiSIkTTpuL5kqO3txBt2wphbi6Era0Q48YJERoqhP4vVgL/jbjUONF9R3dhMtpEuExwEQvPLxTBscHiRsQN8TjusUjTp/31lxMThTh+XB0nTojTe+8LsdVXiBUIsQIx7MvvRbasKeLqyQdCxN/5/yVHIYS4eFEYLSzE0FGjhMZgEAghsgkhygl1udHpyRURuKahuJIaJxbd2yeUkYr4bkd3kZCW8NdzijwjxBZvIVZbCPF425tfoPcMuQT5yT0+qyVISZKkT0Fcahzb98+h95EhJJgYWbFJQ61KnYjpXBJx4Tyes5ejiY2Dvn2ha1fiE6OouqcxV2NuodFomFhlIs3yN8PVxvX5kuOdO+oe00FBaoLoq6/gwQO1rUTx4jBhAhQq9ObtJYzCyMH7B/l257fcirpFg3wNGFV+FOYm5n9fZP9MRIRa8X/jBmfWP2Tk8AcsbFkH4RCKwWhC85kruJ9Si+N7w/DIlg4mmdS9HJ81aJ09m0uLFlHn7l0eu7tjAtQBzgNHdCnkOzKG28fHc9XUktsRN2iaqzJlv7tNHseXZLPuL4Gnh8F3IBxrDGlRUGEXuJZ/s4skSa9ABmCSJEnviVEYiYgLY+739fne5hy5k2HXOU9ch44gOjURx4XLsN+2T23I9cty8PLiVtQtSu5rRkxaLNlts/PzFz9TNGvR/1tyXLFCbSOh04GDA9SrBxs2qM8HDICuXdWmqm/aXiIiKYIBewew9NJSnK2cWVJ/CeVzlCdVl4qdhd3/d7J/mfv3oUYNjA8fM6nJGU4NPcSGrs2wME0jLtmeGuN3Uq+xO2sGhKNgAAs3teZLUUAI9CNG8E2hQiw/exaAAoA7sB2weXCAzFs7ciPmHmYmFhiNBko55MISXh583Z0PZzqBW1WIOKHeVVnlIDgWebOLJEmvSAZgkiRJ74HeoOPesW0MXtSMjbnSaHBTYYpHR0wGlEZ34zrZZy/D9HEotG8P/fuD0cjqR7tocaQHBmGgRu4aTKs+jRwOOZ4XtKenq/Vdq1apxyhVSi2oX7oU/PzUrFepUm/eXkJv1LP88nIG7x9MWGIYAIPKDKKEe4l/LrJ/5vx5qFWLNJ2GugGPKRwzn/U9BqEocPeJF9XG7ca3gCODBzwBxQSssoE2Y8zDh9ly8CAte/cm3t4eayFopijsQy20rycEjw+N5EZiOAD+mf1ZXO9n3KxdXj6X27PgXDfIUh3KbVaPk/1Ltb5Mkt4TGYBJkiS9Y6lJcfzWvxVtlS3c9oQfLrnQuvlE9PoUzFetxWn9DnBzg7VroWhRRFoag+7OZfz5n9AoGkaUH0HHwh1xtXF9nmG6fx8qVIBHj9TMVoMG6g48CQnQpYu6lVC2bGoR/usSQnAj4gY9dvdg3/195HXKy/Qa03mS9IRyOcqR2Trz/2Xi/taKFWBhgfm+dYzZ14lA1/UAXAorR/nhv1L/CyOLZoaqzU+fLTkajUSOH0/DkiU5MmIEAJWEwEFRWCIEZldWMC5HOb6wdKRkxDWEMDKh6iR6lejxfGn2T27NgPPdwbkURJ1TH5nLyOBLeu9kACZJkvSuCEH8ySNs61+PjuXjsU6HzfqGFGnzJfp7d8g8ZxkWdx6oBVujR4NWS0x6PO0uDGfTnS2427ozu9ZsynmWw87c7nmgs2yZmijT6SBHDrW9xJo16p9z50KlSm/eXiIpPYkJxycw6eQkjMLI4DKDaVuoLTqDjpLmJV/eyf5lEhNJN7NhmHYSreZ9jd/D1gS6XgNg1Zl2tJ41myljI+nWOQEssj5fcjSGhzPx118Z1qcPOjMzXBMTaW1jwybgQPQ9nLZ3Ier+Xh6UHoBplR+ZXOMnKmQrSW7H3H8/H/v8kLlCRrd7H7D9h89L0jsiAzBJkqR3QCQnE9e9EyNDlvNTVSgRacnM8hNwM1ig3byFLCs2gY0tLFgAVapAaiqHkq9Tb2crknXJ9CnZh85FOpPNLtv/LTk2bQqbNqnHqFwZrl6Fw4fh66/VrYRy5Xqz9hJGYWT/g/302NmDG5E3qJSzEmMqjsHJ0gmA7HbZsTazfoULIGDCBO7+tJ1mmfdhiLvKUP9aCNMIEAp9Vkxi09UurF4UToP6erDyhIw+XWcfPqSJ0ciDTp3QGI20evAAY86cTDPoUE5OxuTQSBIBE40ppT3K4AnkCWjx9/OJOgdORSH5EUQcBceiUGEHmDu+/sWSpDfwWQVgshGrJEkfnMGA4eQJQlt/SfPyURwrAR2NhRlUpQcmoaHYz5+L9cVriKpVUcaPBxsbDHodw4MX8cOpiQC0LdSWPiX7kNk68/Mlx9u31Waq4eFgZQUlSsCBA+DqqsZwNWtC5szqFkOvKywhjP57+7PiygoyW2dmfp35VMpZCZ1Rh6OlIw6WDn9fZP/CNaBnT1bMjKazyW4a+Gzm534t0Sp60nTmNJ2xiuI1inB/xT0UCycwdweNlligK7Aqe3ZQFHKkpdHa3JyNOXNyFchxZAzBR0aTycKe+NRYavt8QZUshf/+F5kQcHkYXBsLhabCb73AtRKU+xVMbV7/YknSG/qsAjAhxFZga9GiRTt86LlIkvQflJCAvsd3nDiwlCZfQbylwizPrtS3Lox2/2GcF61GgwKTJ6M0bAgpKYRqk2mwvyOnQ8+goDC03FD6lOxDJvNMKIqC0aju5dirlxrX+PhAcrIafNWtq+7n6O39Zu0ldAYdi35bxNCDQ4lOiaZtobb0LtEbjaLBTGtGtkzZMDd5xWKy1FRo2ZI16zW0YDULuw6nXfExCDRExDtTc/x2zJzyMqjfI7D0ALNMCGBRRAQ9raxItLLCRKdj+MyZPO7enYlp8ZAUwQTH3IQoMEPRYqY1Y+VXa2nq+9Xf158JARcHwI2JkLs9+HRT70bw6vR7gb8kfSCfVQAmSZL0Qej1cPQohmZNmJ4rgv6tIafiwAr/weSNM8F26hxsT5xDBAai/PQTuLiATsfW9Cu03NyBuLQ4LEwsWFB3AY18Gz0PdlJT1ZZZ+/ercUOJEnD2LGTKBFOnQsOGau3+67aXEEJwKfwS3+38jmOPjlHAtQDL6i/Dy9ELgMzWmbE1t321IvsM6QOHY7Z+PV/+OJY7LvXJY7EFUIjWeVF06F5sHJ3Zvvop2OQCrTlXgDZRUVxwUe9YLHr2LCNXrGDEpEmcv7MV053dyGOblS/bn2GtXQ6aBrTgp2qTcbZy+qeTgwu94NZP4FQc/IaAxgTy9ni9iyVJb5kMwCRJkl6XEBAbi+jenYR1y2lfD9b5QU37YkzN0gb7327jNGcJ2sRkxNChKO3aQWoqaeZa+l+ezPSzM8njkAcvRy8mV59M6eyl0Wq0CAHnzkGNGhAdrbaRcHKCU6fUZcixY8HXV93T8XXbSySkJTD68GhmnJmBqdaUMRXH0NS/KTqDDltzW5ytnF9tufGFS/HTTzBzyzjOLvbCwWkquRNuAHD5aWVKD9pI6VJG1q1KwNY5GwkaLYN1OmZptQgHB8xTU5ncqxfpRYrQZFQfUjY0gpubsbF0okzOypgrCn0LtcWsUNtXm9CTA2rwZecPUachaAX4D3mdSyVJ74QMwCRJkl5Hejrs349o3ZqbIoIGHeC2k8LQ7M3poimB9aJ12O0+hNE3H8r0GeDpCenp3LFK4autTbj89DJN/JowpOwQctjlIJNFJkBNpo0erQZZRiPkyaPuOf3kibpvdcuWkDXr67eXMAoj229vp+funtyPuU8d7zqMKD+CTGaZ0Cpa3B3c/7mn1x9EHLlBm6ap7AgrRN9WJ7GzGoxIiEEBpu3swZjtP9KoQQrz5msxsc7MSqAHEGliAopC8fv36X36ND/36MGeTIloZvuh1adhY2FPbEo0toqWbMC/ijVdyqp3Oz49pGa//Ab/q3OSpHdNBmCSJEn/htGobqfTowdi7VrW+QrafqlgaZGJ1R5dKB8E9rO/x/RpJMZvv0XTq5faL8LMjGVP99FlXTd0Rh2gNgz1dvJ+vuT45AnUrq32LNVq1Zjt7l0oXBjGjVP/fJP2Eo/iHtFrdy823NhA9kzZWVZ/GSWzl8RoNOJq4/q87uzfODD1Ei36ZCZaOLD7x6lU9RgABhBGQbdlM8geWIub58Nwyp6VWybmdBaCw4qCAlgIwZA9e0iqXp2O2bOQYmpJj4Qwtthm4UHUbXLY5GZr8x2Uy17y1SZjNMD578CjCVwfrwZfhSZCvr7/+lpJ0rsmAzBJkqRXlZICu3ZBx47ooiPpV1PDT4GCIjZezHP5hty/Hsdu43aM2bPBhg1oAgJAryfR0YbORwew4upKbM1sSdarbSYGlh6IidYEgwG2bYPmzdUCezs7NWYLC1OL7zt1Ag+P128voTPomHlmJqMOjyJJl0S3wG58W/RbFEXB2tQaZytnTLX/vpBMrFvPxD622JtZ8dvSobgaFiEwJTnVjMbT15JsVYpZg1NIsnRlgKJhqhAIoxG0WorFxjKrQQPGd+3A+n0DMb22hg2dLxEXcZ3ZMQ/oW24Y35cdgsWrFv8bdXCyFQSvVvuJpUVC4HzII+/Jkj5OMgCTJEn6JwYDhIRAr16IjRsJt4GGXS056ZxCW+eqjEopgcvIOZg/eIjh62Zoh49Ui6K0Ws5rn9JkdS3ux9zH3sKepPQk5teZT4ciamCQlATffQeLF6uHcnVVM2He3jB+vLqR9uu2lxBCcC70HF13dOVc6DkCswbyQ+UfyG6XHRPFBDdbN6xMrf71uEFBYLppLe59mvJLiUrYDzFgEncIFC16jQNVxu/kYnBB1q1KYaOVPd8BoYDWYMAqOZlR69aRZ/t2qo/vSPSJwXDtAYU9ypNFGMmfqzI3ezwgVyb3V5+QIR1ONIdHGyDge/AfCn4D1aJ7SfpIyb+dkiRJfychQU1PdesG0dEczW1CoxZmJGgNzHRtz9cnErFbMQ6jgz2GpUvQlisPqakIFxem3lrCoAODcbBw4IfKPzD33FzWN1pP5VyVEQKuXIH69eHBAzXAsrCAyEh1Y+2ePSFnztdvLxGbGsuwA8OYd34e1mbWTK42mbredREInK2csbewR6P8+7XMQ4fUZdIKxWqyvUM9nGtdQ8TdU+9HMPpQZtAOIpLcWXHCwIxC1uwBLNPTwcyMKkeP0v/8eZbZWdG7pTXsaIa9dWbSTK25Gn4BeyHwADT/KvhKg2ONIWSLuoVRzEX1dRl8SR85+TdUkiTpZXQ6NdXTty9s2YIAJjR0Y0j+p3iYZ2KNRVNKTN+FxbWb6GpWx3T8RLUy3mgkMrMNLXe0YNe9XRRxK8L0GtPJ7ZSb3iV7Y6Y1Iz0dZs6EgQPVw1hbq5kwR0f4/nuoWBGyZHm99hJGYWTD9Q303tObx/GPaeTbiEFlBmFpaomVqdWrbyH0EnduC+rW1JOcakK7BkchyxFEciIKgg1nG9B12WJs3CxpfF5DUyc1uDMRAtO0NCbOn09q69a0zp+fEHt7sv6yBsUuByFxwZTwrMjPdReQx9Lh309K0YAhFcwcwZACPt1f69wk6X2TAZgkSdKLhIC4ONi8WS3Aio0l3saUFr092aq5Q02bQswJ8if7z3PBxAT9T1MxrVdfbdrl4MD++Eu0WNySyKRIyuUox5HgI1yPuk6pHKUQAh4/VjNc+/aph7O0VOu+GjRQA7I8eV6/vcT9mPt039md7Xe2k9shN2u/WktBt4JoFM3znl6vK+KpoGZgJOapsKlcUyo7HcKoN0MjdEzY2g9j7o70O2zCdF9TZmnBPj2dWDMzSikKfZOTmV23FPu2NSd7zZmsSFXo9OQSAFPrLuS7Qm3R/tsT1ieDPhFSwtWsl6KBKgfBschrn6MkvU//KgBTFEUD2Agh4t/RfCRJkj6ctDT1tsN+/WDnTgCulPGhfu14gtLuMtS2NoPWhmF1+hfSSxXHZNp0TBwcwWBAny0rw0//yI/HfiSHXQ5Ke5TmcPBhWuRvQcuAluj16kpmu3Zqby+NRr2h0sYGfvxRbbjq7v567SXS9elMOTWFsUfHkm5Ip1+pfrQt2BYUcLBwePUthP6K0UC3spdwcUjl7NBWOGS9h0GxxKjX0WXpPCJ9vkI32o6tGi0OQmCqN0BSEjM3b0ZXrTLtzkwi5tIMTLVmjIy8QdE8Nfih7gJqepQmt23Wfz8fXSIcrgPpMWr2S2MKlfaCXb7XP0dJes/+MQBTFGUl0BkwAOcBO0VRpgghJr7ryUmSJL0XRiNERcHGjTBgAMTFIczMWDagBl1N92CpN2VDan3qTt2PkppK6oihWHzTXr0r0tqah+apNFlTnVOPT1HHqw4hCSEcDj7M9xW/Z0jZIcTFKQwaBHPnqoczMVH7fVWpAkOGgL//67eXOBp8lG47unH56WXKeZRjTKUxuFi5YGlqiZuN26tvIfTS62KA9DgY25UlNTdjGZgGqOuiGmGk6c+/sr5ELbSjBFpFwVWv54mJCfW2b2f48eMMbFWBfSvKQeR1sll6EJYWSrrRQCagi18jXisk1MXDoVoQeQpK/qIGXab2YOP5+ucpSR/Aq2TAfIUQ8YqifA3sAAagBmLvJQBTFMUamA2kA4eEECvex3ElSfqPSE6GGzdg0CDYuxeAtMIF6NY+KwufbqGIiSerjrritXMTafl9UX6ajoWHp9qI1d2d9Y92035Le3RGHZOrTcbe3J7vdn3HqoaraOzblDNnoE0buHlTPZyiqJtp9+4NjRurvb5ep71EVHIUA/cNZNHFRThZOjGr1iyq5qwKCrhau/7rLYT+j1GvBjrR53m4bQrZfXZhKTSgtQRDCkLAlKChrJ9TC/KBp1B4KIzo4uP5pW9fTBs1ovGoUdzf2x3L6MfYmbvwOOUhDQq0pna2Eri+3qwgPRYOVofo85CtAXg2e92RJOmDe5UAzFRRFFOgPjBTCKFTFEW8yUEVRVkE1AGeCiH8X3i9BvAToAUWCiF+BBoA64UQWxVFWQPIAEySpDen16sNVdetg6FD1bsdzcwIHtiFRvZ7OPt0J+0ozPTpwVhGPCSpexcse/RBk64DCwtSnezovrc3Cy4swD+zP8PKDqN4tuJksc1CHZ862GoyM3Giull2WpoaeAkBRYvC8OFQqJC6j+O/bS9hNBpZfmU5/ff252nSU1oWaEmfkn0w15qTySITTlZOmLzuHYBGnZrxirsKt2dhfLiRLBYKQtGiaAzEUJimmwZh0y6ZbU3rYZcCmYB7ClRJSWXqt135rmd1jmTPjFtSEl8eOM4mh3jsLTxY+dUuGuep/npZr2fOfqsGX0JA8kN1+VFuqi19ol7lv9J5QBBwCTiiKEoO4E1rwJYAM4Flz15QFEULzAKqAo+Bs4qibAGyAVcyPmZ4w+NKkvRfZ1Drk7h+Xc16HTqkvl6wILsHNqLl3QkkJqSwMCiAdksukJ4rB6mbFmDtV0C9ZTFLFq6lPqLxompcj7hO+0Lt8bT3pM2vbdjcdDMedjmID8tMi67PE2ooilrb1bkztG4NuXO/XnuJW5G36Lq9KweCDuDr4suCugvUTvpac1xtXLE0fc1OrYZ0NbuUcAvuzIWHaxBGIwoCMCXZvSYL3DrTT18dQxMNCIF9uEKSqxFNUgpTrKzQ6SIpUS+JpF1tyZ6/BbsrTmdb/Q7YpgTxY+WxZDGzeb25vcjOF4QBXCtDuc0y+JI+af8YgAkhpgPTnz1XFOUhUPFNDiqEOKIoiucfXg4E7goh7mccZzXwBWowlg24CLzmBhySJP2n6XRqvVZ0tHqH4+7d6oaLSUlgZoZx4ADGej9h1M1heCh27NroQOFLl0lo2QSLoSPU5TcTE4S7O/OuLKb37t5YmlqyoM4Cfgv/jaEHh1I5Z2UKugSyahX06KH283omb14YNgxKlIBs2f59e4lUXSo/HPuBSScmoSgKw8sPp7l/cxQUXKxdsLewf73lRkOaWsieeB/uzIPglSD0AMQk2bMirDVHunVgs2M+9IoGLgoCo+GqJcRmgQabfmXisKG0+Kk5J0+PA6ORnEY3vnErguLgQPMKvXDlDW+3TwmHm1PB1BYuD4Ns9aH0Khl8SZ+8f/3fhRBCAPp3MBd34NELzx8DxVGDv5mKotQGtv7VlxVF6Qh0BPDw8HgH05Mk6ZMhhLrul5AAT59CfDzExMDRo2p7iWcFWQUKEDNmCK2CprLt7knqJGbll9lhWNs6E79sIbalK6Kkp4NrZmLNoe3mZmy6uYlS2UsxusJopp2exrbb22hXqB2jA+cwqJcpixb93kJCq4VWraBjR7WzvYPDv28vse/ePrrt7MatqFtUz12d4eWG42jpiK25LS5WLq+1hRCGVEiNUgOvuwvg4WoQ6v6UqUZHBicNZv4XnUhys8HOqMfqtkK8DiiocAZAQO9Jk2h66RJlfv6WsF3fYmfrhebpXR5ZpBKvTyEr6vLkG0kOgf2VIPkx+A+HXG0gcIFssip9Fj6mv8Uv+2dJCCGSgG/+6ctCiPnAfICiRYu+UY2aJEmfIINBDbhiYiA8HBIT1SDszBk16Lp2Tb3b8ZkSJbg0+lu+Ot+D+2nhjL3oxKDNoSTUrY5uzA9ksrRVb0vMmZMTT8/TbEkzQhJC6FeqH60LtOZQ0CG23d7GuErjKWHoR6UKCrduqUMLobaUGDQIqlaFHDn+fXuJJ4lP6PM/9s47TqrqfOPfc8v02Zmt9F4sgIoIWCiC2Hvv0RhbTKKJRhM1GhONJcUkvxRjj8beEjsWBFGald6Rzi5snz63nd8fZ2Z3QcAFsZDsw+d+7p07M+eeuXuZ+8z7Pu/zvnkNj897nK7Rrjx4woOM6jEKQzPoFOlE2Bfe8XPkZCG7AVJrYMX9sPa5FuK1ITaYO3pdzd8GXYDmepQ6LkiPZs2A/sAMOGUp/Pj2C/ks3cSMI4cz+tFH8TV+Rt+J3fgsuYz9Qt357aWvcGjnfdkJWrg50msU+crWwLg3oGrUlx2xAx34VmGbBEwI0UVKWf01zmUd0KPN4+6o9mHthhDieOD4/v3778p5daADHfg2QkpVwdjcrJon1tYqgiWEinS9+KKqbnQL0lHDgP32g/HjYfVq/nVcLy6fcTEhB958WmfsJoeGP99J7PjTMPI2lJbilca5fdqd/OrdX9Ep3IknT32SQZWD6BXvxRXDr2Cf8pG8/egBHHln62GEgOOPV52L9t0XKip2zF7C8zzu//R+bph0A825Zi4bdhlXHHAFfsNPRXgnWghJCXZSidZTa+Gzh5DrX0RIGwl8VDWOH+13B7MqRuLPWiDBNQxsXWdIg2D9n2D9vXDLg9BlFNxz0TiennENXuIjxrs/5bvXXcJlndZzc5dzuOqKRynV9K3+mt4hpFbCpHGQ2QB4EOz8ZUfsQAe+ddheBOwhIUQpMAWYCLwvpfwqUo9FfAgMEEL0AdYDZwHn7MgAUsqXgZcPOOCAS76C+XWgAx34JuF5yvohkVACq9papesCRa7eegteflkZqRbZUDgMI0bAqaeq8kPTJJ1L8tPZv+UfK3/PiIYQz/8zQ3zfA0k9eidlpV0QUkCvXlQ7TZzz2OFMWTWFo/sfzS1jb2FF4wqOe/I4Xjn7NWTtnvziigOYOrXVVDUWg+uug6OPVrqvHbWXmLdxHpe/cjnT101naOeh3H7K7fSO9yZshukU6bRjLYQ8F/J1kFwBuVrslQ9jbHgNIW08NP7d4zSuHfpbVod7Iwt50fx8H0d1sTm8u4Y1W3Dj9eCNhAFzPH5fmicx9Q8w+WZA0qPXSfzT8OP85C98tH4Z/Y44iZ1rcLQVpFZBbqOKzg39PUQ7flR34L8P2yRgUsqjhRAB4FDgZOD3BQH+RGCilHLNzh5UCPFkYdwKIcQ64JdSygeFED8E3kDZUDwkpVyws8foQAc6sJvDdVUKMZtVJqnNzdDUpPb7fKr1z8svw8SJsHq1ivSAcjQdNQrOPVf19QFsz2ZB9VweWfMSzzfNYK1Tz2Wzdf70lkfiup+hn/tdIrZUDKqigldXTOTCFy8kmU/ym/G/4aQ9TuLNz97k2reuZWDZHrz8QpC7blBcEBT5GjlStY0cMUKlH3fEXiJtpbllyi38edafCRgB7hh/ByfvdTK60OkU6UTEF2mfyF5K1aInswE7s4as3Yy24kFCNW9iSgdLmDzc/1J+tu+dNPtLCUqXo1bMRfx+A68tPJqR14E33OSPNqzbF5gIQkq0zxYT+eepJKzF7NntQJau/4Dk4tfZlGum76BBxAcN+vJRL1CVmAiYd7MqEBj5APT73q4YuQMd+NZhuxowKWWOAuECKESnjkaJ4jtLKUfszEGllFt1z5NSvoYye90pdKQgO9CB3Ri2rSJcmYzSciWTqkoxk1FsxjBgwwZVwThpkhLXF1FVpTpYX3ABdFI2n47nsK5uBY+vfJHnGt5ntrUaIWHvhA9RAmPyXUm89DfKuw9Elzp074wV8HHdW9fw51l/ZkDZAB496VH6lfbj3k/u5e4ZdzO22xGUT36Gnz8Rw+dTXNA04Yor4PTTYcgQKNlB5fkrS1/hR6//iFVNqzhxjxO5YdQNlPhLKAuWURYsa18LITePbTVjZdeTztWRtpoJrbiXik2T0aVLRg/ytwFXceM+v6FEE4zONdK1eTHeio1Mr6tg4V1HQwxmAVEPcu+CMR1uO9vlgtsuotOjj3Lq7fvDPt/h33MfBQm/+bSSwY7Ol/DZ3xxN8+GdCVA1Bupnwainoefpu2r0DnTgWwch5c7p1YUQPimltYvns0twwAEHyI8++uibnkYHOtCBbUHKVsKVSimSlcupx+m0ek7X1b5PPlGEa9o09boiOneGo46Cc86B8nIAXNemMVnH8ytf4dnad5maX4KNx97NPr7zgcU586A0WsnEWC3jL72L0iOOR5SUQKdOLGteyVnPncUnNZ9wzuBzuPbgaykPlfP8ouf5yRs/4Ziqy1n0h7+wcoXRknLs3Vt5uB5yiPL22hF7iXXN67hq4lW8sPgFesV68Zvxv+GArgcQMAJ0inQiYGzfZsH2bCwnQzZXSyrfQN5NsC7fSPmyf7DPpsloSJJGhN/teQ3/2Otn9JV5/NJjpe5nraEE/Jrr4s3T6LRG8uNjNA7w4Nw+sGkDXHR1nkrrAC5/bD6hm/7Ab4fn+cM7N3DUMjhvDpx63UMEzv/C+qj2oXGOIl+aCeMnKUPY0n12zdj/IxBCfCylPOCbnkcH2o+droL8tpKvDnSgA99CeJ4iVblca1TLdRXh8jyVZrQKXykbNsCsWfDuuzBnzuaVi507q67VJ50EXbqooa086aaNvLVmCk9tnMTE7DySwqJLRufK2R7nzYU9KvuSmjCW3I3jcfvsyUlvT8E4dLzKFUaj/GvuY1zx2hUIBH875m+M7z2eqkgVpYFSzup/OW+/WMXEK8/G0FWiTUo1hUsuUSnH8vL220u4nstfP/grN0+5mayd5aqRV3Hx/hfj1/1Uhaso8ZdsNd1oA5bnknEyZOxGbDtJxsnyvmawNruBkxb/lvF1MxBAsxHld3tfzz/3uIp6w09O6NQSJO7m2cvNc+KKZZx0+RXs67q8fMkrHHhsCOHBD05X5Gvs2auZ2+0YPkoupPSnx3D11VfT676LOXee4OGakZg//yGcdtpOXw6boeFjmHQYuFkY+1pHQ+0O/M/g22RD8aXRkYLsQAe+JSiSq1xORbiKYvnic46j9tu2WhYsgOnTVfXihi2Kn6uqFOk65hjo0wc8D5nLkaur4cONn/Dkxkm8nPyI9VqKsC04dYHk3PmCg0uHkJkwhvTPxpDsNYASEaDClorcnHIaVFaSknm+/+/v8Ni8x9i/y/7cfcTddIt2ozHXyFXP/Zif9X+SG35SyqxZ52CaSpIWjbYK7QcP3jF7iY83fMylr1zKJ9WfcFD3g7h13K10K+lG3B+nIlyxWQshB8gDaemRdnO4VhOek2K1lLyjB5nmr6Bb8xR+Me/XDEosBKDZKOGXQ27hr3v8CIROPzfD/tlNDMnVsq+UDIz2JmKWUC8NGuLH0Xj/BRwcDyEc+NEp8M7LcNEf/s0L9kW4eZfH97+NISNOwAR+1Ol4fli3DPH6Kztn47815Org7XHgpMEXA3/Zrhm3Ax3YDdCuFKQQIgj0lFIu+eqn9OXRkYLsQAe+ZjiOIlzZbKv/FqiwUDFfl06r5zxPieo//FCRrlmzFFErejV4nhLSH320SjHuuSe4LjKbJZ9qYkViFU/UTubl+unM0+vQPDhiBZy3QOPI2AG448eSHHcIgU7diJtRQo5Ak6j8YFmZqow0DD6p/oQznzuTFQ0ruGL4FVw+7HLiwThzN87lrOfOQtgRnIffwlo3CKdQ/73vvop8jR6tgmfttZdI5pPcMOkG7vnoHmL+GDeNvYmj+x+NqZt0iXQhaAZbCFcGSEqJ4+XxrASO3cwHmp+3jTDvGSEapctFnz3EzxbcSbeccgpqNqLcNfgmPuj9HQZKm35Omr52kgqrgZjuwxfdAxHsRHDWB9T3HMT5x0apWQcLV0JZBGa+D2PHwsGXPcb7nc7ngMgePHL+C9zwzg28veItll65jK7Rrir0t7MNvreG2ukq9WjG4LDJENtz1439P4aOFOTuhy+MgBWiSr8HfEAfIcR+wK+llCd8xXPrQAc68G1FUb9VJFWOo27Ouq4qFP1+RcKamxUpcxxYskSZok6bBkuXqnFCodYUYyQCEybAkUfCPvso0pVOY61dxcZ8Pc/VTeXlmqm8p6/D1WDYRrh7oc5JJSMJjZlA4ocjScRKKQ3E6OUZmI4EV4fSuIrYFEJVtmvzlxl3c/2k64n5Yzx2sop+VUWqeGre01w58UeEM4NJ3PMKAas7jqM+1nnnKY3/iBGKw7UXzy14jh+/8WPWJ9dz9uCzufrAq4n6o5SFqwgEYqSERjVgAa5r4Tkpau0Eb2t+XvPFWBSowBIaXdPr+NHi33HF0r9T4iQBSBsRpg34AZkep3KY0BmVXY8nPSrsBDHpYUb6okV6EdZMSqZMwTj6eC4rn87imiG88gpUhGDDOjj3PEmnTvBQfi7PToJLxx3Paa9dwbur3+Uvb/vouu8ncFzXXUe+Nk6B5sXw6TUQ7AaHvQ3hXrtm7A50YDdBe1KQt6D6NE4BkFLO3kofxw50oAP/rSgK5vN5RbjSaVpCQobRSriKEbD6+tY2QB99BDNnwowZioxpmnImDYfVOJ4Hhx2mSNf++6vHqRTWutUk3AyvNXzIS2vfZKK+krTh0TMN1y0yOC06ku6jj6XpkmE44RDCV0J3ESBgS4Qt1PjxOASDeALyTp4PVr3LS0te4vXlr7OobhFje43lrgl3URGqoGu0K//44AGufvtKAmuOJfHYk2hOlJyn9F0/+5nKgg4c2H57iVVNq7ji1St4ffnrDCwfyNOnP8eAykEY/igiXMUm3cRBVWs6TpqpbpbX9BBzzBIa26TihjTO5ZpFf+Ds1U9iSgeQOHqI9X0uYFWvs8kXBPWOlHT3MlQ4GUKBTvij/fGZEXSA999HHnsclwceYuL6Idx3HxxxBHzve/DM4sfIHvE3pmZOYsBDv+Pin36fI7u9w9w1c3j8JZNznD3hoIN23fVU8za8ewLEBkHPM2G/2zuMVjvwP4n2EDBHStm8U41ev2Z0aMA6sDtAFhavzfa29nkoLZDXZjGAQGFtoEzzdmmX+qLhaT7fWqFYlCoYhiJbwaB6XTHKlUyq96xcqaJc06fDvHnqNSUlSsdlGIqcNTbCwQerHj0jR6rXZDLYm6pJu3lmNM/nxeWv8KK2lJqAQ0zCWYtMTg+OZL9DTiV54f64hk7OCNDVFyNog+4APhM6qxSjJTwaMg1MnPMsE1dMZMqqKWxMbwSgT7wPAsHJe55M95LuVIU70dRgMPfp02B+Hd6Mm8Ay8FDTu/pqxRELhZZfCNu1+f3033Pbe7fhSY+rDvk5Rw45F8wg6UhndF+YTZ7LbCfDm1IyR/exySxB+mKA8t0KuTbjat7iyiV/4oiat3CFgSYdPM3Pqt7nsqLXeWR8MYJAb6CrlydiJ/AZJYiyYUpLVXTLnzEDjj6a/8Qv5L4NZ3D99XDxxXDxFWn+2fgjOOph9kjtwYAnfg5XXsn/HRVh0fQFvPiswTGyP0x+u/0f/ouw4XV490QoGQiHvgqBql0zbgc6sBviCzVgQogHgUnAz4FTgSsBU0p5+Vc/vZ3DrtaA1aXr0DSNkBnCr/vbZ4jYgd0e7SFHbbc9wC0s3hb72j5uO/6WV9KW+8RWluI4bf/nGoAfRcz8KFJWJGhfeLVuSzAvRGuEq3jNF81RU6lWcvbpp0rHNX26agkEypOhrEz1ZFy7VkW+DjhApRgPPFA9tiwc6ZLBYUnDUl5c9G/+LRexMJbHdOHo1SZnmPsx5pBzsQ4YiqMLTGEQ95cQ8Qx8LiocFY/jhIPkdVhSv4RXlr7COyvfYea6meTdPGEzzNheY5nQdwKjeo4iaAR5Z9U7nLH3GeQsl+tf+iOL/nIncz41ME0V7DMMlW685BIYOlSdgi88jcCUNdP44SuXsbh2AQf0HsdFY39JNNKZTKiStYE4M/GYi6BWaC3u80JKKqRLuedgu1lGr/sPVy++myHN87H0IIabRwqdNT3PYHWfCzH8ZcSAzkBMOvjsBAgdIv0g1HXzRtWuq9K5loU3+V2emtqVM8+E71w7jyesM6FiMaPlDbyzchV6JIr4299xVq5g0fh9GBLsBVOmtPiqfWmsewneOwWkC3v8GIb9cdeM2wGgQwO2O6I9BCwE3AgcgfoufwO4tWDS+q3EriZgKxtXYrkWQgg0oRH1RYn6o/h1f/tMEjvwlWJLorS9CNPWyNGW+4r7dwRbI0ptF63N9lcBd4sFWsmcSSsx8wGG42BYFnomg0ilFPmSUpEi01RL2x8ZRfuIZFKRsw0bVJRr5kyVYrQspeUaOlRprdasgYWqKo/Bg1X46MADVeRMSlwhyeqSDRtX8Pq853nBmc97VVmkgINqTM4Qgzh65PkEhh9EHgcElJhRYlpIpRiFwAsFsaIhUprL1LXv8+ZnbzJl1RSW1Ks6oV6xXkzoO4EJfScwtPNQBAKJJGgGifljhMwQH6xayLGPHUez1YT+z2m4G5TvVFWVcrQ/4wzo2XPbsieXQpUisDLbyG/e/Ckvz36YWLiKw8f/BjHweFb4oywxAqS2GCTuuQzxLPq4Fqs0jcVunu+tuI8fL/k/qnIbyZtxTCcF0mNTj1Oo7fs9jEAVIaAcCEoP3UkqMhPqBpE+oG/dN2zmc+vo0k2j10FdAfjlLZJfrxlDqMdyXjz9PiYMPp4P187khxOv4j9n/Ycukc7wpz/BWWe1WH18aUgJr+8PTbOh67Ew+nnQd5mFawfoIGC7I3baiPXbjF1BwH477bcM7zqccX3GsbJxJYZmMHPdTGbXzOaioRfheA4CQcgMUeIvIWgGMfUdcGH8H0bbCM6Opt/a7msbeWov2pKi4mONbROn3R5S4joOjmXhZrO4mQyioN8Suo5pGPg1jQAFciYlhpToRT1XMqmiXHPntqYWV61SY/fsqXJ0gYAS1X/0kYq49O2rXOkPPFBFwYTA0zWyuqRxzVLenf0f/m3N4dVuGXIm9G/WOcPZgxP3P5euw8eRFS6e9AgaAeJmlLCjoUuwdMiVhFjvNvHG6klMWTWFqaun0phrRBc6I7qNaCFd3aPdcQqtawNGgLg/TsAIgmdiWfDozFe5cupZuKk4xjOv4KzfF1BT/tnPVKAuEtn8VBYJVxJoABJAWkqenPs4T7z1UzKZWkoOuJzk+NuRgVjL+UcITOmxt5tnnJujp+cyQ/fzthGkNL2any3+Pd/57BECbpZcsBtmvhbNs2nqehwN/S6BUDeiQBQISInwssozy1cOkb7KvmFLljhnDjzzDEvOv42DDhbsuy/85/VmAN5+NcZ3f7KKx459hRPe+hOTnr6TE9+4kCozzttjHqDvyKN25RUITh7m3gCL74Ze58BBj2wepfsfRB54BTgOdlkngQ4CtvuhPRGwA4AbUFKDlv81UspvnU1xGw3YJcuWLftSY01eOZkznjuDZ057ht7x3nyw/gOueO0K/nHsPzik5yEASCmxXAvbtZFIfLqPWCDWkarcCiwgh7p5pbfy/NbScUVyVNzeWjRpdydKDpBFWQ9kttjObbE/AaxANVEdAPQC4lsOKKWKSNn25oanQqh0nWm2qMiLEUEHcKVEFnVfySTmxo1EZ80iMn06/pkzEakU0jBg2DDEyJEqmvXxx/D+++p4XbooH4ORIxUx03U8QyeHQ3r5Yj799FX+k/mUZ3unqQtDeU7jlHw/Th50KkOGHYPl07DxMIRO3FdCVJrotktOOKRDJvMyq3h73VQmr5rMx9Uf43gO8UCc8X3GM6HvBMb0HEPIDKlIdeGHUdQXR/MCuLbRcipqauD3k+/jJfdyqNkXnnwVLd0VTYPzz4ef/AT23ludIrfwN0gAdUAzingtBpYAnzYsZ+5rP8Rd8QZ0GYZ27D3oXYZhF7wperh5Rrp5hnsWPT2bqUaQt/UQy3Qfoza9z28W3snoDa8hhU4u0g9fZg2GmyXV+Uga+1+KF+5NCRBGkWO8HNhpMMIQ7gPBKthaBH7+fBg3jk1mNw40PyKdM7j3lQ+54p0zGdljBPNuforUpjQfJPfio0t7c3aPWQwM9eSNP9bSteseKrK5q767Vv4L5t0KTrMS3A/7U6s27X8MdcDjwGXAq8AZwDMoXc+uQAcB2/3QHgK2BLgWmEebYIOUcvVXO7Wdx65KQRZJ2NmDz+bxeY9vRr62BsdzyDt5POmhazol/hIivsj/ZKrSozU9k0C5eBfTYT52H9K0IwRpy+1sO977ZdtJxKWkl5T0cl165fP0zmbpZVn0sm06C4Fmmts2qypqvwp6LnPxYvwzZhCYPh3fggXq81dWkh49mvTBByN1ncjkyUQnTUJLp/HKyrBHjUIecgjagAEYhoEwDHJenuzi+az68C1eTH3Mk33TLCsHvys4Jt+Tk/sew5j9ToJQiLwuQUDECBPTQmh5i5ybp07kmJZawJTqGUxZ/S6rm9XXzZ7le26WWnSkg+3aCAR+LUJAlIAdJJvRsSzVu/uDD5REbeZMWL4cOOQumPBzeP4xmH8ulZXK2+v8CyFUoYhWHYpsfYYiW4sLy2eA51ow/fcw9VaEZsK4W5EjfogP2M9Js79nc4B06CRdPtH8vGWEmKUHcKXHD1Y/xTWL/0Cvxk9xjCiZkj0IJZZgOEkyVWNp6P99iA4gDoQo/ACRDtgppfMKdYdw922n7xYvhrFjyWgRxlUtYO4yH5c+/Ef+uvjneE1d6fvpk6x7fyRT3FFsvEjj1F4zGVk6hFfvXEOpHoGpU1V/pV2BZffBh5dDp3Ew4n6VJv0f+1HqAm8DDwAvor4HXwPG0xEB60D7CNj7UspRX9N8dgl2pQbs5sk3c+vUW7lq5FVcd8h17X6fJz3yTv5/KlVZjHIlUGSjWLHnQ4nCvwo47BwBym7xum29d0cJkoa6cQYL6xBKfxXayv5gm8db7t/aazQpmeR59LNtql2XVY7DamC1abLaNFlnGDhtbnABKenhuvRyHHq5Lr0LJK1XJkOPpiYCdXX4P/iAwIwZ+KdPR6+vRwqBPWQIuTFjyI0ahZbNEnz9dQJvvone1IQXDpM95BBShx5KauhQ3EAAT9Ow7Sz67I9xp73Nuw2zeLJfhuk9QUg4xO7Myd0P55iBxxIp60TOp+MKiV/3E9ECinTZWdZYm5iSnM+71TN4f910UlYKv+7nkB6HcFjfw5jQdwLdot3IOTkcz8W2BT4ZQXdKcPMBkDqpVGtNwIwZymBfStD7voc5YDLuOzdje3kY+AosPY79hvn50W2wxxio9cMCFOEqkq5E4VxGgB5AbtUU1rx6BW7dItj7NCoOu519DJMDPJdhhp+oplEtDCYZId4wgtQLne75Jm5f+hdOXn4vkex68sFuZEv2ItL4KYZVT7b8IBr6X44ZH6zSjBR+oEgXnIwiYIFOyifLjGybxCxbpqKQnsfPjl/Ab5+QDLv1Qj5OvgqLTqLv/Af5bEEZj3I+55+cpv7hv/PLl6/mruveIqz5Veunfv128IrfBhb/CT75iZrzsYvACO6acXcjVAMHAmtQur3zge8Bg7+i43UQsN0P7SFghwFnoyoh88X9UsoXvtqp7Ty+qQjYttA2VQlg6ibxQJygGdytU5UerZGcBIoMwfajXE3Acv47CVIQ9Wt2p/6anqcW121dF9v02Lby3SqanUJrOtHYvHXNel1nta6zStdZbRhqW9NYbRhk2kTChOfRY+1a+q1YQd81a+jleXSPx+nWsyd9166l84svEpg4EWPjRjy/n/zIkWTHjCE3cqTy2BKCfC6F9vGHiPenMKP2A57qn+PVgWDrMMAtY0L3wxnf+yg6VfQh79eRhsDnSeK6n4Dl4ORTLGpezvvNs3m3ZiZzNs1DIukU7tQS5RrVcxQBI0Amnyebd7AsDc2OYrgl+LQAjq1tJk+bPZsW49SycrBsl+Yhd8Chv0Q09yX85MekNpWAgGE3w6ArYWMpLBGwmtZUeF9UmtcANgFz07Xk3v4ZzH4YM9aTg8bcyNiqvRlohugSrsDTTCYZQV7RQyzQfRhSclJiKdct/j1DVz+N4SRJx4bglOxJeNNUjPxGcqVDaep/Bf6y/VvTjKD+xl5WpRyNuIoc+Uu/OHX32mtw2WXwxhske+zNc29s4OqFI2l69Wec1usHaELQu3OGAaGTOf+m5/CHonDuuTB5sqp2HDhwZ67cz2PZvSryBTD8HzDgsl0z7rccFvASsBH4AepauhQ4HDiRXRfp2hY6CNjuh/YQsMeAPVE/DospSCmlvOgrnttOY1cQsPZowHYW20pVBowA2rdcH9E2ypVBfclsL8rVAMwsLDOAhV8wvqCV3GyPBH3tBOnLoEioiuSqSKbaEqyiTqsIIVrb+Oi6Wre3703RxyuTgYYG/B99hG/GDBJLl7I6GGRFv34sHT6cZQccwGf9+7OytJQ6c/OobHldHX1qauhl2/QIh+npefTOZulWv4nO700h8N5UFq7/iCf2sHh2EDQFoFKGOLJqLMd0P5yBpXvgRsPkTLCki67pCA9SmSY+rZ/LrPqP+aBmFrXpGgD27jyUMX0O47C+ExhSORjpSLLZPNmMQy6r4ZMxAmYUXfOzZLHGB7NgxjT49EMlWxMaVHZRWbqGjWDngZJqtNPOw+v5Dqw5B9x7CI8rwdsHsgNR4ioghopKDEIJ3TcCHwBLAaQk8ulD5N66Fs9KcMTgMzltv+9Q5iuhIlLFPH+cl4wQ7+gBbCEY6FpctmkqZy/5I52q30RIl0zVobiRAYRqJmJk1pAvGURywPcJlB9ISIjNPdy8HLg50AIq3RjsDPoXeGDk8y0u//95LsvGHk9z8fDzWbFcZ8/BOU46LsDTl06CMQdy+VtX8dDsB3ng+Af43v7fa61q3VWRr9wm1Vi7eSEc/Bj0PnvXjPstxkLgQeBRVOp6EEqv83V/z3QQsN0P7SFg86SUQ76m+ewSfJVVkHM2zuGK4Vfsopl++1OVbUvtk7RquXyoSNeWXzKbaCVcM1GpHFBRpmGoUPzLwE9ROogtSdI3QpB2FlJ+nlwVI1dFIXzbqFVbFElVcf1lo6BFf650Gm3VKgLTpuGfMQP/Bx+g5XJIv5/8iBHkRo8mP3o0brduaBs2EHz9dYITJ5Jfv54V/fqxZNw4lhx6KMv32YdVsRirg0HWBQJ4xfnVLcb4+CHE3MexMxsw9CB7dBvH2G6HMz42mG4C8j5JTpdYno0pdZrT9XywcRazaj/mo9qPybt5QmaYkb3GckjfCQzvNY6QWUUy79KQyZPMu3jSIOCPYZhhGj4LsHS6YN57sGAmZFNqKlXdIRCFZCM0Kh6HWQ7eIHAH29BlD6AGjvwrHPBdEAKfhAoPNmhwqgvHGyryNQ31AyGJSvUOlh79qz9gzms/ZMWGT9ir0z78YNS19Iz3oinShXdCnXjVCFGr6ZRKl6OsJJesfZ5hy++lpOFDPC1AptsJeJE+BNc+h5laQT4ygOyA7+OvHENAiM2vc+modCMaBDtBuAcYoS/+u69dC+PHw6238pA+lu+9ei70mcwLZ7zAyXudzKOPwr2/2cT9Kw7ipl/4eUEs4qZ9fsSvntiAuP8B1S1gV2HVU7DgNkh9BqP/DV2P3HVjf0vxW+BnqO/CE4CLURGvb0Lx20HAdj+0h4DdD/xRSvlFwYtvHLuyCrItigTsqxbSF1OVxUqutlWVPt33taQqJYpkFavuCpac6Gw9ylVNa3RrJqpKDxSZGo7SQBwE7Ft4fx4lSp3AVx+S/1KQ8vPEqhi1siy17bqbk6uil9aWUauv6u9WbA/U3Iz5yScEpk0jMGMGZqHPotOlC/nRo8mNGYM1fDgyEEDU1hJ8802CEyfimzcPISXWgAFkDzuM7PjxeJWV6qM01qO/N5XAe1NJfLaQ+w6K8vQgl+WhJgQa8e6jMfc5j6bBp2MFYy1TElJSkUsRWzMNlr1Gw8q3aGhYDECnWC9G9p3Afr0m0L9qJNLzk866ZDM5POGhC5NoIEZiQ4RFM3zMnyaYPw1SDWrs0h4Q7QR2DupWgF0C7A/aMPAGA0OBvoX8oxD45r1Iz5IB7Fe1NwNM6GKooNcm4AlUJHc56povk5KDpMuBdpLBqXU8O/1PPDP7UQJmkItH/oj9+x/NR7EeTAp3ZoHuR5eSUW6O4/K1nLT8Ybqv/heB1ApcXznZnmfihnoQXPUovsQi7HAv8v0ux995AuaWEW7pqoiXdMBXBuGeBVuJdkQ7169Xmq+6Ov7vzt9x1Wc3ovnTfKfib5w+4AIOOURw4KAEm2ob2PPSA5lesZE/jbiZq77/iLIXmToVBg3a6cuv9TNImPcrmP8r6HcJ9L0AKr9cluDbCImKjD6I0nKNREW63kTpu75pT/8OArb7oT0EbBHQD1iJun8KVAryW2dDUcSuNmLdmNpIU64JAEMz8Om+r6Wq8etKVRajXKnCYqO0UkUtV1uso5VszQRWFfZHUQ1DDywsQwrv/1Ziy6hVMWXXVm/ltrFiLXg5bUauirYOO4Li/7Ut1i3eZ1J+bk3xsRBQ2C/yecx16whPm0awYBOhNzUhdR1r333JjxlDbvRonP79wXURiQSBt94i+NZb+D/+GOG62D16KNJ12GG43bur+WyqwZz6LoH33kNbvIAX94BHD/Dxdk8bV0j2CPXmiC6HcWjVWIK+KEnTo16z2Rj0U2P4WNqwmBXrp7Nh7RScbL3KB/YcBQOPU0v5HkRdjwrLoTyfp9yy6OR5ROqDNM0IsPItg8XvCxqr1XRinaGqnxpmk4SmzsB+qAttHza74xlp8Desxpp4NrF9v0d82PfIa5AS6ofE1ox1e0nJcdJhpJ1iYL4ODY/pK6dy16RfUZ1cz2EDj2HoqJ8zq3wvZgXLsIRGf8/mODvNsenVDF5xPxWrn8Kw6nEi/cj0Pg/XX0loxf34m+bgBLvi9LsUX5ej0bb0vSrqvKQDekSlGwMV7ffHqq6GQw+F6mpu+N3F3FHzR8zGwVzf/xluu2ovjjwSvOoaJs0u58GDL+SaE9/g7uE3cf7F/wcNDTBpkuq9+WUhJcy6GD57CPp+V1U7/pdVfNcBj6GI13zUj8u/AN82DU4HAdv90B4CttUW9f8LNhRt4XouOSdH2k6TyqewvVZB/dchpC+mKl3pgoSwL0yJv4SAEdjhVKWkVcvVXFgXtVx+Wr23JCo90zbCta7wXBz1C7AY4dqb7Yfdt3SdL/p3FfsYFr29Pj/ZrZOWzdZtt4saq7ZRq+2Rq+L7CgRLAlJTbWJaSFCREHne54lRm7XwvM3H9Dw1bpv9RSLV9rNqUm7mbaZJiSjs0wDNcTA2bsRcuRL/m28iamowFyxAeB5uPE561CjSY8aQPvhgvFgM3bLQk0kiU6YQnjRJpSHzeZyqKrLjx5M67DDy/fvjahra2rX4p04hMvVdwkuWMbkPPHRwiBf7WmQ0hwpfBWO6jGdUl0PpFO5Kxs2S0vO4uk6T3cRn9QuYV/MBC2vn4EqXqD/OsF7jGNr9cAZUjCWvlbLR1Kk2BRt9gnq/Qa3wUyv8pCMCtDZnIgt6QvV19DxwdFTIKkLrxbU1wziARf+Gly4Cz6XihAfpNOh0IoW3hlF2HZXSpVx6lEqXGukyIbcJn2djCp26TCN3vnMz7yybSKdYL/Y8/LfM2+NEGgw/MelypJPlGCfDsOb5dF/+D0rWv4LmZrHKRyripUcILb+HYMMHuP5K3H4XY3Y7UdlUbAkvB15e6bz8nSDUZceqBJNJ5be2Zg288QZD79RY6HuU20bfzfU/DTJqFOyzl81f/pnm3i5/59I5PyJRv4GSw4+DTZvg7bdh+PD2H29bkBKmnQ1rngYjCqfUtC9tuhvBBXoCG1C8/2LgTKDkm5zUNtBBwHY/bPPnlhCiREqZQMki/uehazphX5iwL0xVuArLtcg7eZJWkrSVxpMeQqi0oe+LRLM7AU1oBE31JV1MVVanqpFSlfN/UarSBXJSKl8uKfEKJMCUkogaFCklK4CZQjBT05ihadQUxiqTkgNdl0s9jwNdl708D61ARDzPw/U87MK2hyJ4dmGfDXgFQiIKZKVIQooEhwLhMDxPubF7HhqgF4mIlAjPQ7iuWhcIlrRtNXfbRrpuy9gU18UUYDF6VXgsAYRAFF9b+JxF0kNBHC2kVASp8Lg4l7aPRUHP07IUxhWaph4XKhVF4TNv1UTWspQYeu1aWLeudb1unUo1OcUaU6BrV/jud2H0aMTee+OXEs1x8KfTyClT8E2dSmjaNPR0Gisep/rYY6k58kjq9tkHIQTRFSsof+wRqqa8S3zFSuZ0gjsOjfHMaUE2GVnCOoyqGMuYruPoG+1HzsmS01xqvXpW5VaztH4Bs6s/YENqLQA9YwM4eu9LGND1SMIVw0maJk2GxhTdI6NLEq7OpoYgDSk/za5GPiigAvXt0/Z+HQQ3uI02UBI0C0IOxD0V/OppQg9yzH3nWt798K/063IA15z8CN1Ke+O3mol4Fj7Pwu/m0aTTcq5dQKIhdD+eMHnikwf56/u/x/JsKkbfyMYxN1Gr+zjYyXBsPs2hTpZutdOoWP4PApveBaGR63Ik2V7n4SCJLL+HUO17eL5S3D2uQe9xCvrW2gJJG5ycSi/6O6molxnd8RR1JMILZ+3L3J4juOWQQ3j+z/Dsswdxw7XKyf/ZZ2HcaZ8RueYwEuMvh2iUklpTCfUnTtw15Atg1WOKfJkxOHrOfwX5Wgv8E5gCvIXi/X9FpYC+tSmfDuy22GYETAjxipTyOCHESj7/u1NKKft+HRPcGXwVEbBtQkqk55F38+SsLAkrQc7OIqWHLnT8WiFduWWkps37P7cuRkzarovPt91X2HZci7xj4UkXXQpKzAhhI4Sm+7EQNAtBtvAlb0ipbtioP+pS02RGMMjMYJCZgQC1BbJQ6TgcmMtxYDbLiGyWvratnNOFwBJCESshsIXALVTsFccsbhejW3qB8DiAo2mKdBUq+mQhQiQK59EFpOviFYiWtG1EIV2oFciQKIxvCIHpuvg1DVMITCEwUKlPQ0p0QPc8tWYLV/3tkaEdRDGFuLXt4meUoCrO1q1DrF2LKBAsrbAtNm7cLIImQyHcHj3wevTA7dEDp0cP3M6dERs3kjr2WBxNw83ncbJZAvPmEZ0yhejUqRiNjbihEOnRo0lNmEBu6FDQdYxFiwhOfZfIe+8RXL+BtSVw/+FVPLWnzTJTtfLZL74fB3cdx55lg/GkS9rwU61bLEouYcWmj1mzfia2nULT/US7j8bf7xjEgGPJl/UlY2hY26vSbAIyYOggAuD6wWvLURpQFRtzwJwLPbLQoy9ERoDXE7KlkC6RNPolNZpo7a342dvwr8Pxj7yK/uN+RW8BPT2bnp5Nd+nSA49SBEJ8Pj47t3o2P3/retZtnIvocxjy2HvoUdKVY+00J0qXPtKifP3LxFbcj9k0F8+Iku1xKtmeZ+I4aSLL/0Fk49tII4rs8x20nmdtnYRIV7UOAjBLINgN/GU7nqpraCC3YQ0/XfMAf/vwb/QLDGfe1VMJmgF+9CP48EN48+fvsGzhvznKeApN05h44rMM7TdK/X9z3R1Pm28N0oO1/4bpZ0O4Pxz2DoQ6f/lxvyFYKFPUB1CNjj3gMOAp1O+E3QUdEbDdDx29INuBa/99BT8ecD4+YeATBrrQ0KVQa6Gji82F1q7nknfzZNwcCSeN7SmnbkNo+DTfF+u3imNtud5y3xbPu0KQRdLg2SSFuvGHzCBlvhLCmg9dN1lkGMz0+VqWhsJNs7PrMtyy2N+22c+y6OK6LX0XW6JVhW1NypbIlF5Il7VASvU+KbFpJViG5xHwPIKeh8/z0ApWDMK2VUSLNpEjIRBCKOJS0FzJImGjldi0pDSFaO0T2eZctaQRC2k/g9b0nlGYv9lm3m3/Klrb99PGf6VwLNrsawstmcRYuxbfmjX41qzBXLsWc80afGvXYtTWbvZaNxbD6tEDu0cP7O7dsbp3x+7eHbtHD7xYTJ1XKRUBLZAz4TgIyyKwYgXhqVMJvfsuRk0N0jTJHXQQ2fHjyR14IBgGvnnzMKe+i3/aNJKeZGXXcp4aW85rXepYYi0DJOUV+1Ix4ET8e55MuqQrCcNHomkZ+c/ehGWvwLpZ6gxEurRoucye44gYQSKuR8TzCNo2bjWkl2k0LfBRv8lAlgroCYF9wR0AdrjNSVsGzAY+VWttAfTuAr0PkPQY4lLZ26Uk7FBa4tCpPEc0ZGEYFp5wC78EJcvrVxKqHES17md+w2dkq4awVjNYKww2CZVCLiIkPbp7Dt09my5OlnBiHa9+/ADrP7oHQhUEDv8dY/uM4zg3y6FmgJibJbbqMUKf/RMjuw430IVM73PJdDsR16onuuJ+IhteV82ve52D6H2eimRtiRadlwt6GAJVqsJxZ5pQNzWx9MRRnLHvUuaU24xwr+aD2+/g+Wd8nHKKOtTCf87i6ltfYsY5d1FW3o23TniWAadcorRif/7zjh9za9j0Pnz4A7AbIdAFxr8BvviuGftrhof6f/4icBLQDfhuYfkqows26nvrVTqc8P/X0R4N2CQp5WFftO/bhF1tQyF+JVhx6lSm137K3MZFXLzH2YUveHXuNDQM3cSnGfg0Hz7NVFWTQkPXdDzpYXsOKTtNym5NV5rCxBR6m8iLbBM22SJitpVIWVstV0rTyBbSdDpgeh6O5zE/GOTjcJQ50TIWlJSTNBTl6GxZ7JdOs18mw9Bkks62rdJthdSiVoggbZcqCtHaS7AY5UFFnwKehy4lTYZBnWlS5/NR4/NRbRgsDocZkslQ6TiUeh7lrkup6xIpELG2xKYl9FoYX7Q9Bzv4/FYbgBftAAo6sOK2EKIlHaoDvgKJND0Ps74e/5o1+IvEat06zLVr0detQ29u3uwUueXlOF264HbtitOlC07nzriFtSxpoyQp6tCK25aFlsshslm0dBqRzSISCfzTp5OuryeRTlNbVUX1yJFUH3QQGwcNoiEYpDmZpDGTphFBfWkptaUxGhs/hHmPw5IXVQqsrD8MOQ/2OQ9frCfhdCPGZ29jrXidzMpJ2Gmlgi8r24c+ncexZ7cJ9K/clxLTIIzEcyTL50vmfehnUUOEDT4/3iAN9pOIfQSyENnSbDCWgj0T5CcowjUXyEg69/MYMNKh7345ug9IEQpYxMI28RjES8EMAqbAExoIA5/Q8QOWleLuSTfx+qL/8MhZL9C/ci8kHlk7Q12qlk2pamrStXyWbWRtpp6N2XoaM/Wk0rXk0xvx0rUU/5NF972Q7xxwKcdoOv3C5cSdJsLL7yO05ik0O4EdG0ym93mkq8bh5Oso/exBIutfBGEgep4Jfb4DvtKt/9/wcuDZIPwq2hXssn0X++0hkSBz5Hh6j/4YL1bC2SWP89crj+PYY1Vrpddeg8pl0xlxmsXiK4+lf2kPJp/xHN1P+g4sXAivvKK6i38ZZNbBJ9fCmqeU3stJwh4/hmF//HLjfs1IA8+iol2HA79EEaK3gSP46u0jpqN6QR6GEvJ39IL838b2NGBFg/AKIUQprRmaEqDr1zC3HUYbG4ovPdbwrsNbjFgBPlw/i6s+uY1/HPArIhYqDF9IF0rPwyOD7TrkPBdPekjPbZM6LKTM0Aigg+fheR45L0fSs9GkwNQNArofg63YFrR57AB5IUhoGkldxy4SDyFwNI1FkRhzS0qZX1LKomgpmUJKsXMuw/CGjezZXMfeiVq6WjYRI0TIDOPX/WiavnlUbStwUWnHJk2j3jSp13UadJ2ErtNgGDQYBnWFpd4waDK2cXlJyZSt+A/pUlLuOJQ5DuWu27pdeNyy7TiUFMha2zG3dpzN0rdt9GabPS7aSRRf6ziYmzZhrluHb/16AuvXt6wDGzZgZDKthxCCfFUVma5dyY8ejVVVhVtWBrEYMhTCcF2MbBY9k0FPp9Hq6nBrakgJlRpOmCYJ06TZ56MpGKQ5EKA5HKa5pISmeJymHj3UOh6nobSU5ltuwdtGGsmXz1NZW0uZ9NBrZ5NbNpH0+rcg34DfF6NPt8MZ1H0cA+ID8JI1fPbq7Sys/5iliYU40savhxgcH8F+3S5maLdDKa/qBaYfKTQWrzJ4da2fRVaATaUm7mBNGR8VGLo/C6UbBd5rkua3IP+ewFsCVkG6VlLhsNeBaQZcl6T74Aw+v43fJ4mENWKl4I9p6H4NTzgkPRfDdTBsB8fK0pypoy5dw6JNC/nP3CdozjXSq6wfv51yK83ZBhqydSRzzZ87H5rQiAfLKAtX0jdUQVl5f8pCFazPNDBl0QtcVd6Pc0IxKnLricy5k8D6V0A6WFVjyfQ+n3R8XzyrnrIlfyS89nlAInqcpqr9/JXbuLZtcPMgDPCVK+Lli+90ZWC+sQ7/cScS+mgOD33/Rhpjl/PdU7szYoQysO/TB8ILP+S8kxpZ5h7JzX3u4cpjR1F+wpmqD9OLL3558vXZo/Dh95Vdhh6ECTNg1T9h8E1fbtyvER+hSNcTKFHzQKBQ+4sJHP0VH78B+DlwP6ql1XhgNCoC1oH/XWxPA3YV8GMU2VpPKwFLAPdLKf/6dUxwZ7ArImC3TLmFX737q8/tv7rr0VzT43hAL5SMa4UvV6OgayrUs2lt4kdCRwqBKz1cIfGQiqQBHh6WZ5N3LdJuDolE0wxM3U9AD6JpJnlNJ6MbJEwfeV3HQaChojSfBaPMj8RYGImxOBwjV7g5d89lGJJsYp9UM0NSTVTYmzft8aSH5Vq40lXROCOEFYyT8IVp8vmpNQxq2pCpBsOgQddpNIytan3MQiSrSJAqHYeKwlLcV+E4RDyPmeEw+2YypHSdusLY9bqujlNYF49ZbxhKY7YFDM+j3LYpKywVlkVZPk+ZZVGRz1NWsDkoz+eJuu7n9V2Og2/jRvzV1fjXryewZg2BdevwVVfj27QJzbZbXio1DTcSwQ2Hcf1+spEIjaWlNIXDJMNhEn4/iUCAmrIyajp3pqGsjIbSUpricVLRKJrn0RSPs6mqilQksk0CVURLSlZKQrbNyLVriTkOr/ftS8bnoyyfZ+ySJYyf+DrDX3qJTus3UJLPMX9Ebx4d5uM1/zKqczUYwmBIbDAjKw9mcOX+bEjX8MnGD5nT+AnVeSWgLw90Zd/yURxQOZq9Kw9Aj5WzKRRibibM7CY/q30mzd11ZJfWMxiolXRulHRpdrBnuax/TqfmfRPptr7GF3AZMCTB3gfW02PvJszSPDaSQMQjUCIwwjlSWj0Ju4HmbC3pTD3pbD2JTD3JbD1NmQYaM3Wk84ktTw+a0CgPVVIerqAyVEFFqIKKcAWVoUrKQxWUB0spD5UT80XRhGgJg0okpjDx8Ji1dhanlpVQteqf+OumITU/2W7Hk+51LtlwT6TVRMWqRwmteRo8G9H1eOh3sSJUW0NR5yX0QrqxUi1foiBn7sa5nPn3cVz/ciPfufFZkkecSu/eUF6uXCi6d1cdhM694TomvXcof7ngYH54QwzGjVN9mV54AY7byVu8lOBZKl267kWYcQHYCRj2f7DHD3f6M32dSKLscQBOASYCZ6AqGQ/h6zN8/jcq6tWAuqHegqrO3dXoiIDtfmhPCvJHUsq/fE3z2SXYJRqw3/4Whg/nZiarZtydj+IXzUPwLfmM1OlFh+dCUksWElqimNjSCtEVCvuK/9UFHjquZuCi4Wk6jjBxNIGFjoUgIx2Snk2Tm6cRizQghcQndHyan/UlVawo78rS0s4si1Vi6SrK1CuVYHBzPUOaG9gn0UiZbSGBlGHQaPpp9Plp8AVoMH2FbbU0+gI0+Pwkza3fKEoKBKfctqmwbcoti0rbptKyKG+zbiE5O6IpLLrEFyNPW763oCdLmCYNPh/1haXB56Pe76feNFsib/V+Pw2BAM5WyI3Psqisr6eiro5YUxPR5mYCmQxmQeg/ZO5cfLbNin79WNa/P6mSElKRCOlQiGwwSM+1a2mKx1nfrRuZUKhFj9YeGK7LQdXVRDyPORUVbAiFQEpMKfF5Hp3yeW5csYKw5/FU585U+/2EXJdQLkconab3pk1c9M47mI2N3HHEETx49NH0XrmSVX2VSuXUFx+j+4LHec2/gmUpZT68R7g/I8sOYlD5ASxLrWZ2/ccsSnxC2k2iodEnNphhVWPYr2IMbtVerCmNs1iPsEyGqC03cUOF69UBbalHaY1Nr2yKfrIe5loseLWcVfPLySRarxmheVT1yTBw1CqqhizHqFhH0mkg69Zji3py1JN26kjk62jK1pG2Up87V6ZmUtmGVJWHFaEqDVXw8YYPWd+8np+P/QU9SnuhSYknXZAqZS4QSDw0oWEIE7+uE3CzBL0shpPAdJIYdhO63YCWrSWw/iWMXDWer4xMzzNI9jidnC+O4aSoWPUEgdWPIZwMdDkK+l2qDFK3hqLOC6mIly+u2gd9iYpAKSX3fnwvP574Y0oDcZ7ocy3jTr0GgAcegKuvhk6dYMrELH9YfBt//Oh2BqbPZ/Fdj6oA9sSJkMvBSSft3ASa5sPHV0HJHop0vnu8Il+HPA3djtnpz/V1wAMmo6Jd/0FlvAeg7HTiqLZTXzf+DdwF/ANlY/dVoYOA7X7oEOFvC5MnM/knJ3HGGYI6u5ly6eepZwX7nXIB1qCtpzg9lBbKRaWmHAG2pmFrekEnVdQ3SYqKJFHYdhE4QM40cISOROIKg4WxCmaXdWNueXeWlXXF0Q2Qki6JOnokaqlINxOx8uQNk6ZAhEQgTHMgQnMgRMIfwtY/nwY0PJeYlSdq5Smx8sTzOcqsHBW5LBW5LGXZNPFcglg+hx8I62GCegB/ewoI4At1LsKy0DMZtDaLmcmQdRxqfD4s1yXneeSkJA+MmTWLyg0bWNS1K6+OHUvS76c5EiERidBcUsL5//oXfsvirQkTeOn448kFg+T9fhzDwNM0qjZtIhcMkg6HcbeVFm2LNv8nNCnpkssRdV2yuk5G1wk5DlHXJeK6lDgO51RXE3UcVgaDNJsmJY6jCg5cl5Drskc6jZbNYiUS+BsbCdfVYTY0YDQ0oDc2YDY2YjQ2YjY2YjY2YSQSmxc2FJANBHj1mGPYu24N9566N/8OrmJD9XRc6VAZ6EpixGX0C/QlsnImtdXvsjq1CA+XoB6mX9lQOvU4DF+fw6kt68HacJzaSARPL/w9U8Ac0Be6dGpsZoBex+B4La7lMW9yNxZ/EqA+2QThGohUQ3QD/qp1RLuvxVexnrxZQ9Ktw/Iyn5u3T/dTGaqgU7iCTqEKOocr6ByqpKplXyVV4QpK/TFVfCElrnT5ZOM8UvkkB1b2x803oblJDDeJ4aTR3TSGm8JwUmhOAsNuRreb0e0mdKsJ3f58SrLlz1s8n91PpX7Pa3B0P34nS8WapzFXPYqwm6HTYdD/Mohsp0eimwMcVdZpRhXxaq+L/TbQlGvikv9cxHNL/s2RvQ7j0dOfwO9U8f77cOyx0NwMl18Od1w4nzsfHsm9e2U4d89LuX/C7wh+MA2O/hLJtHwDzPslLLtHVWvuezvUvg+bpsLYV6D022vE0AT8DWWWuhJFts5HtTzbBnX+ypAH7kTpd66lVW/6VXf57SBgux86CNg2MHnlZM548mSeeUYy8cA4h7+3iTPPEPxf/0s5sGSgslQQAkdo2AX9lddWRA0ghKoWbOtlVRi/aOeQ1XSyuqJj9YEws0u7MLe0C0tLKqgORvE0FU0LuTaG52JrOllj69GqiJWhJJ8mmk9Tkk8RzmcI5dOErAxRK0M0l6Usk6bEyRNGxxQGAWFgaD4MYaIJHa1Q1amhIYRQqUrPxkWlxUJ6kLARxqf5MNrr2l1As2Hwr4YGXh46FFfXyYZC5EIhbr3xRvZYupQphx7K33/wg8+9b6+lS5GaRnVlJc2xL/4Nq3kePtvG7zj4XZc+ySQxIXB9PixNI+o4RAokyZCSUtvG0TRSBYKVMAwaTJOGQvFAk2luNQ3qc13Ks1kqUimqmpuprK+natMmOtdU03ndOrqsXk23zz6j27LllNbWbjXlYUVC5GIl5OIl5OJRsrEouXiETLyE5pIAG0oE1WFJTcCh1mtm8fpZLDEbyck8YT3CnqF9iPu6sl5LsCK/FDuxSg1cOYhA78Mo7T6WbN9xNEVaxeJanYf3kYBPQF9SS1dvET3LllPSfR1eoI5VG5JsqGsmJWuR4WqIVoOZ/dzcfSJA1KikRK+gNKhSgl1KK+gWr6RnSQU9IxV0C1dS7ouolLmTRLMTaHYzwmoEqwlpN6HZzWh2At1JtGz/taaaG6ubGeqHWT22w+nNGPjiSDOGNEuQRhTPCOMZERyzBNsswTHjWL4y5dNlxpC6j1DtdNJVowlLSXzdC5ifPYyw6qHiEOj/fYjtte0LrKjz0gNKExWoAH8FbM10dQfx0vznOfXZ0/nNJMlPr34O9/hTOfZYlWqcPx8GDgR73mxOufNQXhnYzM8HfZ/bj/k94vjjVWuhZcugd+8dP3D1mzD9HLAaFfHc6zqI9AYnraJf20q9foOwgRqUpqoBVcV4MKpN0Mmo/rJfNyYDl6MauV8IPMTXl+rsIGC7HzoI2DbQUgX58GS49VZWn34kL502hMWplZzbTf3K3Ba5agtbaNT5g9T5Q2wMhKkJqHWdP0RdIER1sIRGf5Csbm5WOl+E7rmU5bOUWRniVo4SK0vMyhG1spRYWUpySfy5JrRMI3gOCDCkhl9omFLilx4+6aHjqQrHQgzOlR5SKMsMr5BCLZZlS6EhpY6mmRiaiSFMdM2HrvlwpIcnwTJ9OL4YMhgj74uQNYMkTZOEYZA0DJIFIpM0DLXWdZpMk3rT/MIIme66hLNZoskkscZGOtXUUFFXR0lzM/HmZmL5PGEhCJsmwUCAUDiMPx4nUFZGKBAgsKVAvz2QEi2bxWhsxGhowGhsQCtEqPTGRhKuS2MhFdoQDFEbU5qujZ06UdO5Mxs7dWJjp05sqqraqsbLZ1nEk01E0wlCyQ3oyXWQri4sNTiZWpxsPbl8E2k7QcpJkXU/T3oAuho96BHoQ7Ns5rPcUiw3i9B8BLsdiL3nidh7nQS+KKSq8a9dA4s2kG+qhWwNrFpPwFyLiFZjmbW4WJ8/QD4Kya6Q6kLQq6RraRkDekXpFIsTooK4CNHZb9ClxKYinKA80ExMSxD2mvE5zRh2As1uQhTIlGY3ozlJWutkt3L6jSj4SqkTES5cVcNrTQ2cXNWTB/c7htJIFzDjquLQjIEZBiMCwgcyr6oNi5l+oYMw1brt+NBSsSsBz7Pxr38Z47MHILcRSofBgCugdL/tXCMFnZdmFNKNMQh02jEX+63Akx6za2azf/lgOO00Vr73Mn1+ex/y4ku4+GJ46CGIRuGEE+CxXywmPfYoeo8cQTJ5AIvuuYo+V50Ab70FjzwC55+/Ywd380rnlVoFH16uol4rHoDaaXD4NFW5+S3DUlSk6xGUXcT0wv5aYBulEV85aoFrgH8V5vR34OtuRd5BwHY/bE+Ev91GYVLKT76SGe0C7DINmGHAg7ey9sD+dP5oAdWjD0HzPGrHHULaF6A5GKTRF6bZH6DBH6Y+EKI+EKHBF6Q2EKHOH6HRH8YVOh4artBbFiHBLbiyC+lRls/SNdNM32QDA5s3UZFLE7eyBF3l4K0VtGZF8wsptMLtrOBn5Xnoro10LWwnR97NIlGvN4SJLrTNHPI9IGv4SZvFJaAWw1fY9pMyfaSN1uczpp+0GSTtC+J+QVVX2LGJOjaaVOare6aSRF2HurzNrO49OH3KFMbNmE7lqtVUrVhOec1G4k1NxJuaCOZy2J2qyHftitW9G/luXQtLN/JdOuMGA0hkQWanyKN6LJFttnFtjOYEeiHFpzcU0nxNTRhNCfwNTfiaEviaEwQaExiWvdXPkg8FyMTCZOJhsiVh0rEQuViYVCxIJhohEwvQEPNRHZZs8lnUCZcG6dAocyTcDCk7RdZOkMs1YecaFGHYEkYAwp0gVA6+Egzdj4mBKcHneuh2HmGnqE0sw7Ua1Xv8MWUpEa4CoWE2V+M1b8TNb0LFB7ZAIA6RLvgCnQikq9CXlWMsKyVihSnHRydNo1/MYXCfBvYaUE1lvB6f14RfJvCTIEQTfpItJH5rcPUIrhnFM0rwzDjCpxbNXwG+OJqvDM1fjuYvLZCqMpXu0gzWJ6sZ8dhx1GUbuPvQX3LFfuerxLxXcJD3Mu0iW1uFlJCvheRSaF4Ea58BqwFiQxTxKh+x/fd6GXVQPawIYKDzzrnYb4HadC0Xvnghb614i/kLxjLw6bfhb3+DK67gttvgppsgHFYE7MXHF1P6/THcuPoBnrWO45UXXI69/yTlQ/Hgg3DRDnQnTK+GT69V0a1DX1efw2qGaWdC9Ruw988UGduFPWe/LF4H7gDeQ9lFHIcS1B/L1xdl2hY+QlU1XgPcyDcTfesgYLsftkfAJhc2A8ABwBzUdb4PMEtKOeprmeFOYJcQsOOOg1dfZcUzY+hnT901E9sCHgKJpiiUaN2WiALBKiyizf5ilaVQ61ZSZ2BratvWDOzCY0voWJqhFt3E1kwszSSvm7jCUORQbE4OPaHhoSEkLaarupRobmG74PFlup6yWfBcTNdBs/Pojo3Pc8gG48zsvg8rYl2I5XNcvOwDSlxJ6UvvUt3ToM+klYhQGLs0hl0axyqLkS2Nky+PkYrHcPwmtgQHgRQST2p4UqLZDr5EFl8igy+RwUxm8SXSmIk0ZiKDrynT8pw/mUUUm0+2GH+Bpwmy0RDZSIhcSUhtl4TJlkTIxENkSkJkSoIkS/xURzxFpJwMSSdDk52k2U2RsNIk3TRJN0PKyWJLZ6t/Y1MY6MJQKd2W24RqBeUV/rnSw9t6A552QXfj6IlK/JkyInYJnQMmveIe/cps+sctevokFVkwnTyhcIKyYD2lshFDbvuYOcLkiJHXojhmDPxRdH8UEYghzCieEUX6StH8ZRj+CsxAJbqvFMMIoGs6utB3rD+q9JCexTVTbuX8gUcxtLy3qsLbGbLlWZBaqchWcllhvRS21IX1+S4M+MH2SZSbA1zQQirS5a8ouNjvWPp9a3h31buc88I51GXquHvkzVxxyX2In1wNV13FJ5/AsGEQDEIkAs+8vp4fzjqSmlXN1P9hJb+90+Da7k/COefAvffCpZe276BOBhb9DhbeCQhFtAb9AjJr4d3jILEEht8D/S/+0p/vy0ICH6NE9DGUiP1uVIrxAuCb9t5fgHLOv7rw+JuMwEEHAdsd0Z4qyKeA30gp5xUeDwZ+KqW88Kuf3s5hlxCwyy6Dxx/n709dwOWJe/hbtyvYlOxEVHoEKsuIWjnCVo6wlcfvZsHNk9NhYzhEXThMQyhMxudHly6ma1ORTlCRbqIi3UxpJo0pXQQSKUDqGrau4WkCVwepKZIghUQW+JYnVDVkcS0L79Wl27Jo0tvsse65+KSD6anF8OzCfgfDcwqv8zC2GEPDQ5MeguLSWiywvTTS1wUpIS8hJyFbXHtqvbV9xcc5CRkPmj2od6HRg2YXEh6kJKQ99dq8BEtuoyfhLkCxTZMuwETgEwK/JggIQUBohDSNsCaIaDoRoREROn5psty2eTPXyLlGBcebIfqHUuxZ0kTY2HZEKpmLUp8soyFVRn2qnMZ0GVlK0DtFiAwMENN91Hkx/jJqOE1GKWVNgr4Jj4NyCQaWSMrCJqUhH0HdxG/40YWmTIY1vX0FGVuD9JSOynPY0LyG77/zK+4+6Pv0i3XfcbKVr29DtApkK71SpQsBND9E+kN0AEQHQslACPWExtlQNRq0bdhEeFbBhiGoiJcZU072O+NivxXcNvU2fjnll/Qv7c/Tpz7Jfl33V022o8o4QUro31+J7v/5wPv8aMXZ1OaasB55ibMPGsc//1ngjR99BAe0857bOBvePREya6DnGTD0d63Vne8cAfUfwOjnofM367HdCDyOqmScgxLXX4GK6Rp889GuDHAr8HuU2H8JUPZNTqiADgK2+6E9BGy2lHK/L9r3bUAbI9ZLli1b9uUHnDyZt065i0/O24dBjywgfcGJ5If1xYhKtIikJhpiQbyMhaVxlsXj1AZV6bnpunTOZKjI5Six8vhch4xhkjYNUqZJ2jBImz4yponzBam8gG0RtCxClkXQzhO2bYKWRdi2CFs2Icsm4tiEnTwldp6YnSPu5InbeUKeg6GpLy1dSHQkWmEtcXGkTc61yLo5XOmCEBhomMLYdlSgoBfbnJDJFrKWNkx+OupsRm5czunLZxKzsrieg4MD0mXth1N4w1lMzzodz3bIS5e8AVkdcsV1YTtjCrKGWnI65DRJTkjy4qsjga39DbaPgNAICo2wphHRNKKaQYmmEdN0SnWduKZRbhhUCI1KXafS0CnXwBQ6rqvjuhpecXE0PE8gXYH0WheV+gJN89CERyjUwLzgGvo27UWj3Qcv7EcrNXH8QdJOGSuW9ufTj/uycEl3qusqaUyXYrsm0ZhD/8EJDjmimgH7NeK4gqwtsVzQ0AmFfGzqU8HCrnFmlkZp0HVMKXko38h5Xu7LndA2ZAs3B26mENmSTFz7AedP+g0ZJ8dTR97B8X3GbHscz1Zps82iWsvAqm99jb+qlWhFB6rtcM/2EbmW+RZ1Xj5FvsyIGndnXey3gV+88wvWNK3mby97RM2wimIJwcKFkM/D0KHKR3X+4re58sMj8TTB61dMR9uwP3vf/xMCV1ykXtQeFHVedgLeOx0G3QCdxhY+r1SfK71GCe63V3zwFcNCtQF6HlVJuD8qxXg2iuh8G/A68ANUpeWFwO/49vSL7CBgux/aQ8CeRHVweAx1bzoPiEgpz/7qp7dz2GW9ICdPZuB9XVl2xh5Qj4p59y6sYxLML/5CFp7En3MJWg5BxyHsOpR4FjHXosS2iVpKK1Vi20Rsh4hlEbHzRPN5opaF7rkIz0VIDzxHpas8Fw+n4LjvtGqfPIGUAq+QapNCtccWhQRY0ZFfoKEV2u5oukTXJB42rrTJiQyWsNAKJMenGZiahiZAiILXmWy1OZPAR536MqnXPlw940U06ZExfAScPAJPabRkMQcouOf9P/F2pTLX9LsCn9TwFyoyDWGgawa6YWLoPgxNL/g7KVsCW7pY0sH2HCxpq+3C4u1UZE4QEAECWpCgFiaoh/BrQUJ6iKAIEhZBQlqQsBYkIgKERJCIFiQk/eiFM2lbOslEkEQqQLI5SDIZIp1SSyYVIZ2KkE5HyKTDZNJh8tnA1mciPMLRPOFonkg0RySaJxzNEonmCJfkCcUtIpE0veVcrEE9sHU/NUs6M3tqX5bPLaWp3kcxNmD6XLr1STP0kFoOPmIjoZCO7fmwHBPd8+PTNDpHdTpHDbqWa3QqA79fNcp2gRmajxf1AN9zMuwpHf6jB/iNEeEkN8eJbo5B0tl6FOJzZCsLXr5wk0e5wwsT2/O4cebf+d2njzKkvD9PH3kne5X1aR3Hav58+jD1mRobVHQs0ndzohUd0K6ehB5wUMlAajWTn2eruSDfiL94QXuZgpFqRBmo+iuU8H8nXey3xMTlEwkaQcb2HovnOmiXf18Ze91yC/zyl9TUqGBWLqeMVs3aDRz/ywF8UmJxXfkrXPWzCXDBBfD446q345VXbv+A+XqYe7Oykjjqo82rNKWEhXdBw8cw6ulvTOu1AZiJMkoFOB7ohUoztpNefm2oQ33990ClQ8d+o7P5PDoI2O6H9hCwAPB9oPjzdCpwj5TyS/40/uqwS6ogH72M4b99jEuencOKPfsps9A1U2HDh4iRP8Xf7OCvsfGvtNE/c/E2aTi1OvmNBvkaE7vaVLH0FFsNqei6SzhkEQlbREJ5tR2yiETUOhzOEw7l1fOF7VDxtWELn+kWyA1KTyTBka7SFHmyQFq8lsXzvEIFo8Qpao/cgjxKClxPETcpFZFzpIvtOeTdXMGCwkNIgSF0TF1DaJL68ireGnMcK3rvSXljLRe+eD/xVDNC6EhR0DxpWoFEKTKVzDawbs07OF3606xnaPaaSboJUjJNxkuT83LkpYUtbdx2JgEFAhMTv/DjJ0BQhAgRJUQJQS1EgBB+ESCAn6AMESRA2AsQ9HwYBSohJAhX4jgGmUyYdCZEKhshlQmSSodJp0NkMmEymRCZTIRsOkw2HcbOb4NQaR6hcJZQJEc4miMUyRGKFpZIjnA0SyicIRzNEghnCIYshM9AouFoJrZl4Np+HDuAY/uxLYNsyseCGd2pW1/CpnURPLd405SUd7IYvH+Kw49rpnd/DxedrKXj2jrCE8Q0qCqByhh0rYJIGPwB0NoR1HlV83OrGWVWwdW9r+dwopvlN/l6gp69OdlqOQHbTiPe8dFD3DDzb1w+6BTuHnoqweyaNkRruapKLMJX3iaqVViHe7XL8kECn+hBnveVskb38VhqFQAnR/rwH18chKCLZ3FVpprLsuuI62E1Z1/8S7vYt4Xt2tz4zo38bvrvOLLfkUw893X4wQ/gnnvgxhvh1ltJZwQHHwzz5ind1/zJm+jznTHU1G7imL7TWLpoT1Yc92M6Pf1/8JvfwA03bPuAngPL74W5N6mo14ArYL87wCh0RHctVfH42cPQ6yw48J+7LLXaHtjAa6hKxldRrYA2oXrcfdvgopp1n4z6DTETRQy/vrPVfnQQsN0PX6gklVLmhBD/AF6TUi75Gub0rcDwDzdwxrFZutoLgH50+eBJEhMv5ZraUUSXBdBRuiwP0EsEogT0fi4+G/wSPFdgpU0ymQDZnI9Mxk8m4yOT9avtrJ90prBkg6TTfjbVlZDJ+kllAtj29m8whuESClptFptw6PPbkbBFKKT2hQI5QiGLeCiLaXpI6SKFqzRlugtIpFRycE+4uCjNmeN55D2XrLTJyhxZ08e7Bx3Bp/uMwGdZjJ86if0//RTdC5AmgCgIzovxNiEUBRMaPJy6h43xDZCds9XPpaFjYBAUYfwECYgQIRElTIwwpUQpwy9iGG4EQwvhE2EMfAXBtypVMKSHT0oMKXEzOvmMn2w6RDYdJJkJsDEdIJMJkU4HyKRDpDMhMukgmUwY29r6V6umuYRCaUKBNOFwmrKqJD6/jRkAw+eh+wVSBRkBDdfRyFs+rLyBnTfIpoMkmqI4loHjGDi2juPouI5KQ7quwHMFntcyyHYRCLrssVeScRMSHDQqgxaCvCPI5QXZpMDneHQLSirKXCrigooKCAQEfp9AaG2OIbff/xPgWDfHsU6SaunxsubjP2aE1zQff8iodkYPBbpQqgc4wk4T3laFpJ0k2TifaHYNV5mrGdKvJ8c5r8KsF9TzQodwbyjdf3Oy5S//wnOxJebqQR72l/GCL84a3Y8uJePtJBYCH5KnUqt42Rcj4Fr8KdSJn0d60UPonONZEOzUSlR2AVY1reKs585i1vpZXD7scu4+8m649lpFvq67Dm69FdcTnHIKzJ2rIpFX//MxLnn+Wl7a0Mx1B6/k0zc68dyEfyjydcst2ydfmXUw5RhomgedxsOwP0N8cOvz+QZ471TYNAUG3wxDbtmlqdUvwpsoAX0NKpHwM+Aivp3k6xOUp9eHKLH9EcCB3+iMOvDfhi8kYEKIE1Cpbh/QRwixH/BrKeUJX/HcvlGM6zGaZwaM4/Q3LmafmYeyfONEfpI/jkPrPGY5IaQEzfYwXeUHpiPBM3AFZBAIKZAGBGM2gZhNzEu3tOqRtOlaRCE7U3ioeISHY+vk8ga5rEku7yOb8ZHJ+clm/WRygVYylw2QyQZIp/3U1sdayJ3rbT9t4jMdgkGbYNAmFHQIhWyCgcI66BAMuoQL2+GQTaTw2sqwhSBHdfc9OXD+UsbMnEEwm0ESLNzTBQhV1SeFjRQq6qY+syQgVIF2ldaNQcb+xLVy4qKcMOUYwo/jgivBFRqeVjhfQiucOw/PMrCSAZxUiHwyQDIdIpMMkEmFyaRCpFJh0ukgmXSYXC6A626LyHrououuewhRsOvQJEYgr/RXUEjnaoW1IJ2KkkpFoe7L37CECg6qFLABfhN0EwwTTFNi+sDnl/j84A9IAgFINMKiORrnXm5x5JkOLoJ8roS6bASjFoLSo0fco6LSo7ISYiUewYCHaRQbkhfSwdJt05Dcg7akScqC1UPBbNTNKs0W0AW4FI1LNRNH6IVrVvLbUFeWGCEC0uXwfCPnNs7hyPqPiCeXQGo5ueZlXL2uhncy8FFPiPhjHFcxAKKHQKRAtCJ9dzoKYwPvmlGGOhnKpcs0I8zfA5UcYSf5Vbaa461myj0HcEE6+D2X05wk6AGOyzh8aiUYbJaAryt/EBpzUA7mQ3b2j1vA0vqljLh/BBLJM6c9w+mDTldPHH64sri54w4QgrvvhjffBNOESx74P25beBXjB47hDxf8nX/9tRO/vtnh1A9fUsTr5pu3frCizivQGcJ9FLHqfvLm5EpKmHqCEtsf9Cj02UHPsJ1AFqXp6osySe0HDEdpu46hHTegbwBJ4Gbg/1BVjU8Ah3+jM+rAfyvak4L8GNW8fYqUcmhh31wp5be2L8Uu04ABR911M2/kbqXbkssYsPxKdM1DFx5CgK6pm7emqUXdVAv7CvuFprbZ7HUSocs27y2O47UuwlXv0yS65kHxfQI04YGhIktSkwV9lrqhF3VarmuQs03yeR/ZnIrEZC0/+ayPbN5PNucjl/ORy5nkcibZnEkua5DLKdIn5RYk4yjUXelEIAW+qENQdwgEbAIhG38gjxnMYQay+AN5ggGbYNDFH3CQQUn9HlE6L6ojZ6aZMmIigT2upXy2R/D9LO4qg2wqQD7nw8r6sPImjmXi2DquUxCse1phTtsiP3I7z30R1P8BdW5B0yS6BroOhiExDDANiWlI/KbEZ3r4fZKAH/xBQTAkCIU1QmEIhjXCUY1IRLT4N4VC4POp6IbPp260WwYdCrI9FVUVKjDlAI6m1raArAWzZ8Je+4HPAp8DsQBUlUFpKVRWQkkJBAJq7l/8sduQLTujBPJuoa+hlKhG84ZaZJtfDIXUN04KkktwE4upTi7HSi6hqnkhEafY51Fjkd6FM9YmmJ9O8tM9xvGbg67EF+qiToCUbQigbCWFLWekzUlqcfBQGzkheNMX5wV/BS/5y2jUTO5LLOOSzAZShQ4OJUXNWPEnju4HLaBSi8VCE198Mxf721BtZNKoS/464FB27sqSUnL9pOu5dNil9I33gU8/hf0/b6/44otw5lmS0+++nsc23cXJA07gpiFPM2xfP2ec4vLkswbCsRVp2/LCcTLKUuKzf8Ixc79YB1c7TRHwqu0UPOwCfIJKMT4ONKOaUf/jKz3iroFEEcVZqDnfwa4vAHBRPSo/Q3mZ7ap0ZkcKcvdDewjYLCnlSCHEp/9rBGzyyskc9eAZWNMvh+H/IPLKIxhrxuJJlSoqRkhatwuL9+0xL/zS2MuDPwg4WsBSiThFIhapa6YtSduMsAmh3OKORMXtR6G+ZQaiwgrPonqHFMuH5qF+Jv9qW5NoS5AUUdV1ialLfIaH33Dxmx4B08VvSgKmS9DnqSUoCQUl4TCE/C6RgE0k6BAJQzTkUhIT+CN+MAs3NyGU3q/tZzEMxZx8PsVsdB10QzHeAor9xNW5+PzSdv/nPp1U73fdzR+3fW3xvis0KIlCeTnE44p0hcOK3G03k9SWbDnZAtlqK+PUFdHaWgWslJBdD80LoXkBJBaq7fTqlr8NRgnE9kKW7M26+GCI7c07q+fx/cm3kDVDdD/hQc7tO44T3RwjPXvbffFaiJ783ONiFLUBQa9IT1JCI+45nGA1c4rdzBF2M0GhgfCpKkbNKGjRdFpjzG3+tr6yrbrYNwD3oCIgm4ArgT9v59S2xZK6JVz+6uU8fOLD9I73bn3i5pvhtttUu6BRykLxzTdhv/2gqgqufeF6fj/vTr43W+Mf10zGOGQ0L5z0KEetvpfQe2+02FNsdp5WPw2zr1Vpx15nqXRjoOrzk1r1BKRXqerHrwEnoXRTAeA0lKB+LN+8fcT2sBbohErzvA2EgYN28TGKPyneRZF7C3gGOHUXjd9BwHY/tCcCPF8IcQ6gCyEGoL6Ppn/Be3Z7TF45mTOeO4NXxp9Fr8p/M8Or4CdnnsRd4aHsq3Ul7/mx3AA514/lBck7fmzpBwRIXYnaMZXlgGcgZXGtqbQWWuE1OqKwr6W6UOqFm7CGJ5XhA1JHUowEqWiQlLoyhPA0PFcnZxtYlkHOMrAsk7xtkrcN8pZOvvBc3tGxbAPL1rEcHbuwthwN29GxHQ3b1VSF5x+A72uqkOAnwN8E0m51AhNCYmgehu4hukgMT2I2SeyTBIlH1e86Y76Hea+LOclFb/RIvO7DPV3HfMOm08g0zuEa2XEmgUMdDv9oBZWxPLO+15NeTRmGr2ikRyKDX5PoaGhSKctaSueFpkr3dAN8ZiEEqEGxwbTrgecW0r4Fc1vTB4ZZ6CYQQCLIewLp6GCaSN1ABvytxEtT57iFkxQDNlsYzReaGrREnrYkWkXyVWjt2cL1iu81DBUZM83W7eJa1xX3Kz4Oh5VQ27ctjfhmZCsHblqlqPDU9VkkW3r482TLzUJiqSJYRaKVWLS5iWm4N5TsDT1Og9jeajvUHQqVtT0Ax3O4Z94NDO28L0ed+CDvxvvyB83HXWaUztLl7Vw9g7ZmXiva6tMkDXi8rAd43ggRxuPJbA1lwM+sZkZIj0OFhs8IFGwieu2SisUylJv5NcCjQFFBtQZFLC5C3aC3xKNzHuWKV68gYARY07ymlYDdeqtaLroIDj4YgLffVn2zDz4Y3ns1wff+/joRqfH9C19lTmA0w268kVNeugN++EPlxNoWThomHw2176nWSQc/oTzNtoSUMP/XMO8WqDpU9XfcBQaymx0CVZX1JIqw+oATUCm7c4DSXXq0XQ8HRa5/ifqbXw9M2IXjuyjd232o9OvvUdVsjxWOfdwuPFYHdj+0JwIWQl2bR6C+Gd8Abv2vr4Is9oJcfTdy/St4GEzNOnyYg+u24bonpcAlhCPDODKMSxjHK2zLCLYM4XgRbC+M7UawnDDpXAnNmRhNqTiNmRJSmQCZnEE2Z5K1dDJ5g2xeJ5PXyeYNMpZBNmeQsdo8zhtkLYOtd6PcHLrmEfY7hPw2Ib+jFl/r46DfIexT+1+/oyeVm3Ic+Z81VFo5wn6bYMAlHHAxQh5L+sT5qF8lH/WpZHnnGJdPms/ZHy0j5dd5f0AXhq+soTxtFbzCVFqoLmXyu+eHc9XJH1EacdE8geYqwb7wIGvoXPyDQ6kpU7e47nVphq1oYPz8evrV5kAYSE3gCb2FxUgPhOeC66kWRJ6niJimg+lDajrCNNAMHeE30Hw+hM+P5tMRhgGGgabrBS4iCtxObDWi1TZA1nZfWwihiJLfr0hTIKC2i4+L5Kq46K0fpYXIFbe/EO0lW1tGtqSEXE0borVIrZMraIkS6SHlC1WytyJasb2hZK/titTnbFpA92gXyoNl1GUaKA3E0AukqBHB63qA13Q/D1pN+IE7jAgfawYnOmmOtZKUoVoNPW9GuNdXymQ9iCMEPaTHudLlDth6lO5rwB9RrudlKC+oHwJVQMpK8YPXfsCjcx5lTK8xPH7K43Qv6a7edOedcP31qkfjww+DrjN3rnK5d0SG8+98gEf+/QxixkysJ55jwl9PYv6HGVblOlNy2TlKrF/8rK7VWpk587tQcRD0/d7WSaebg1kXw6rHoc8FMOK+XVbVCVCN6sX4ILAcJaJ/F9hvlx3hq8dMlMh+Dsr+4i8oC4xdgQ2oRtwPAKtR18mPUQTvq0JHBGz3ww414xZC6EBYSpn46qb05bErNWC4eZY+cAtJ/WCMQAjcNLaVw7YyOHYG6WTw3DR4aTSZRhcpDJHE1NIE9AQBM0nITBDyJYj4E2ja9s93KhemKROnKR2nORtrWafzMTJWCTknQs4pIe9Gsb0ILhFsL4JHCE+EMQ1DpeD8Dn6fR9DnEjAdgn6XoOlg6h4UROctOhwkUgo+6V/KE+P7cP3Tc6lszuEiMVG6M+lJcn6DiOXg6JJzfjqedMBEdz32XtPI/ss3cfDCGnrUpj4X/pFStmlLoywtECoqpRkFoqRraIauRFiGYENZiA/7VPJBr3LmdCvlx+8v4sQl66iP+Hm3VxUHramhZ30z0vXAk0rFbhZU7D4TfH61Nn2gawijbSqqFcVUn9Bap61pbRdNBdV0TZElQ+D3CwxdYJgCn1+gawLNEBiG2q/povB5i2Gu4naBUW25Ls6p5RyJ7e+XToFsFdOIRSZobJ1suXnlqVWMaBVJV7GnJECwexuSVViHe9FefygpJffMfoSrJ/+ac/c+mQeP+sPnX+Q5au7FIgABd/hK+YuvlGrNQEjJaOlyLpL1QudJoXEqyiPqALb8y30zmIaqSHoJlVW/GAi/fT2/nXYXN425iZvG3oRRjDLNmKFCXGefDf/6F+g6a9bAnntCVjbS+8bjWOPNZNZzpQz7xT1c8ubpPPggPMHZnP29MNx3n7oIPQeW3QMLbofD34dov+1PUnow6TBV6bjvb2Dv63eIsLooUrJhi+Uo1N9iMVC0ax1TOAenAqF2H+Gbxx9QktauKOJ1El/++vKgJbV+EfAwcBhKS3YiKjr4VaKDgO1+aE8E7AnUDwUX1ZorBtwtpfzdVz+9ncOuJGDXXguPPpDFk0JFnPL65wXqW4Ghe4QDLqGgSyToEA64RIIWFSXNVMUaKY82UhZtpCzcRDzcRDSQoCTQRMTfTMiXIGgmCRhJfFoSQ0uhkUInjfgCbywPE4+IWkQEjzBucY1aOzKKRwS3sG9luJI/DxnMWz36UJmG37y/hL3rkjQYJh92iTGjWxmzupbSOZXnry/OwZPwzD7d6NacY+iGJsKOmpOUQpG7gtxG0Y5CsQGARquDvqYhCx5RxXvDlhopCQjXISc9PMsh5DhM3LMbtxw9FIDuyRwHb0oyKpHnwKRFwNDQTUNVTYo2Ou82xKq4vyi4N32tkSjTUPxN11vF+IqEyVYj2uJEW2bYZr3N/Wz/9VtcTmkpqBc6GU2QQSMj1PpgJ8sbRpjensVyPYDQdEBF7gRwsptDz9exIrGETGIRseb5xJoWEE0uRSum+7QAmZI9qY0PIhEbTDI2iETJIDRfjCMKPl6fCoOaQpVjcXpBJGMK1ZCfCoP6YmUqkMo18afXf8yUpa9ydJ9x/PSYP6OHylDN4z2EhCiS/ZCgB5ith8loJquFzlRNZ7LQKPrb9AL6A79G+UM9g4qqjCzsByUZdGihtYCKSvUobC8oXjtt5l+KquKUwFIKXsrsPBZLye25RgLBMu62Unxa/SnlvUaz95YvfOEFOOEEMAwsC3r3hupkNVVXH0mTuYTHT3mc03odzZ8fCPPjH8ONP2zmtsidyutL06BmEnx8ldLedT5c9Wn8IgIGsOIhMCLQ6wwofO4crU2iHwHW0Uqu1qOaWv9yi9eBOn9VwE8Ly5PAuajU3Y929MR9g5Ao3ZUf1Tz7cdR1Ft3em9qBalS0636UlHUYSmDv0XrNfh3oIGC7H9rdikgIcS7q2voZ8PH/gggf4MIL4ZFHJIcMqWPvflmiIYdI0CVSXAcdIiH1OBpqfew3vV2fJZESQQ4h02gyhZBphEypbS+FJtNtnis+brtOIbYUL215CHSkCFPnL2VNqIImM07GiBLwgpTZPvZICTwRxiPcQvSKRM4ljCdDSFHUsKnglOeJgumrSut5rmIMul5oNy4kOh6adBC2hVZ0/hcCzW8gI1FkJArhIJ4ZYHUoyLvREO9GA8yM+MhpGtMW1dDJ9VgcNAhosJd0MI1iJaOSiolCVEvXC9GtHfj7FKXgGpBGsFboZBCkhSCDICMEo1yLSjwWCoP/6IECcRItr7vNTtJLurygB7jDiGz23gyCebla+kiXO40I1/s+74z0YL6RS3xxTnZzvKgZ7JFYwr6Nc9i3aQ77Ns7hiMbZiPymltevC3ZjTum+zInvy7z4PjwZ7ALhPlwUqOBhY/N4RVx6NGZrADjdV8pzW4jTe3gOa3Jq7KP9ZUzUCwa0G+fCkydAcj2/O+Rqrh72PcZEejFtC0uJEVIyUwiyKHHz3C0+W39Um5f+QB9g1RbPB1FRhZNQrWnqtnj+fJReq/jaLfURV6B6CjooYqejIjrfQaWfPi/F3zaack1c8vIlLKpdxAeXfEjIDPIpqnXOKODat97iuPJytC0qHqWE8370Ga+WHY7Dav7DmUz49ePMmgUHHyw54Xh4/gWhUs/Sg2lnwZpnlUXH/ndDtxO2GslKokiUuXEyfa1m6HESvwQWsXkE6zjgucJ7qlDNo8tQUaCuqCjNFYXnX0aJ0rsW1m3NXPLAK+zaCr6vGstRn60Xiih9WXjAW8C9qGioi4p23YGy2fgm0EHAdj+0R5FpCiFM1HffX6WUthBfYTO+bxnuvRcOLPuQI/bbQCjSTgGryxadnLdbnrZDz6sujIr4tD6/xaG2O5wFpNFlGo00f+/fmbyepdxqosln8cMl8wi5CZoNj5CTpW9qE1F7mSJxpNE+d2vbcrYCSQhJGE+EW9e6ir5JAuh6LbbspooRPE9ZUxWZUcSH9PkRZoE1aXqh8hGEBboj6ZKHg5vhBiFxBVTrOt2kgyZghhdiqdD5RHp0ky5dpEu5VJqmrtKlQnokheBDzcAu0FEbdWMe7tn09hw2CJ0XdX+L/YONwJWS090cA6TDBnReKBCUts3J93fSID2E0NH1ACVIygGf9DCAoJsD6bGf0Pi5ZmICpvQwAQNJJ9cCJBcJjePQMJAYgA/1/grP4rjEMuJWA0ZqOVohIuVpPvLRgVA1FmJ7UxsfzKaSQTj+croD3VCeSxSiYDfbSX5gp4uODkhAb3MZ3W4nuMZRqWQplWGvT7oq3Sng926eG3Q/aCb1vhC/iHTmmlMe47vdDwJN5/9Q1gMS9d9gMfCBEPRHCUnvQZGGV1E3q0oUEShGCx5ENTymMM6HwGxUlOFvqHqQMYXXeKjUVzH6BSqyUfzvV/xYxZiRBlyFit5ML8whCvwLRUC+CB+s/4AznzuTdYl13D7+dgKGoiADgD8Bf0wmOfHww9lz/XquQRFDzYb774eLL4Zzr5jHpCfW89I/XUb8ajwAw6b/hTu9NXx/7EA0eQHgA6HhRPqR2Pd2Fu35E9brARyUsB1USmIyililgO+ueIj7PrhMifK7n8AUobERRaAOLqzb3pk/BcpRlYpbw/HbOQd+dl3l3leNPCplfBsqBdiev/H2YKPIaBY4ozDm1cAlqGugAx3YEbQnAnYlKuo1BxWl7gk8JqXcStnNrocQoi+qCCAmpTytPe/ZpRowYM1b76EbBrp/C1PPL9LPtYemfuEY7RikrVq87YE3y+epMv5JZXF+NaAvl6xZx309u7MirCIhXbM5Dq1v5OoVq+iWy28xZttxnEKUbfPom5BphJsEmVHPeylF2Aqv0Ui3pFG/jfBUfWXBrEC0ISetbLbQXKlgZiBanylEJdT721IysTkX3uaDNttiG/sRSmzv5ZQQvkC2KNkbov3b1Zpnm5CeImfelr8cRKEpdUAtmgnCYFO2gT/O/DO3jr8VQzO20Pi14pcoEfIG1E3rMFQD4zN3cpoZlEXAISjy8FfUzW8c6sZ6AtC9HeMUIzhHo4TYjwM3oEjaRFSVUTHc36JclB53z7ib6yddT7doN5467SkO7L6FL/ojj+BcfDHP3norv7vuOpZrGisdOGIkfLKonjt/EednH51O+pV/k7nvYeacciFr3p5MdtJzbDj0UAYOy3PB3Ovh4Cc4r2o0j28x766oVCHAz1ENobtJjzPn3MDIhXfR1Plw4qOeaVdPzP8FzEZFSxcDp6MIctedGMdDXXf3oiJps1HXxceoCtlvSxSwIwK2+2GHRPgtbxLCkHJrNeSfe91DqEj1Jinl4Db7j0L9CNWBB6SUd7ZjrOe+MQI2aRq6AN1oEwHbHunZ0dzjjrxnq2V3BelnsWyuxTQKPCGYHw7xXGU5z1SW02wa9MvmuGbdRp6vLGVsIsWhiRT981ZBL946toeG9MBFU2L14lq00gxl0SCUjr6NI4RuCAwDUobGzGCAaf4gnaTLj7IbmVc/hZN6nUFTIYpUJDkXOWn+ZifwgM7BzgSAkFTxtKCE87wM33cyZBH80BcnKCUhIIwkKCVjpMWBnk0WeFMP4pMeyzUDQwomeHmi0qN3qAsV0uNIL8cxbp4Jbp7YTjXy/gbg5qHmbeg8Yedc46VbEMK7qG7tFBiGpsYrEi1hFMiW/rlr7Z2V73DeC+fRkG1g6nenMqLbCECRmndQN6rfF4b9CaoC7BTUl0B85z71NjEXFbl6EVhW2DcCeI+dFzz/HvVrz0LZ1p2DImM9XYuDHzyYXvFePHD8A5QGSzd/4+OP433nO4jx4xEvvcS8YJD/ePDgo7A68Tqkz6Tk6Af5+NSf0/+qq/jBD6/k74X/rkMbPuEvH13JIXXTkGXDECPu5emyYSxHEYZuhXUXFPFsgefAtLNh7XPQ/1I44K9fjoj/l2EN6rq7C0W2dxQbadV2rUTZFn4XpRvbVuTwm0QHAdv90J4IWDnqx+wo1Ff2+6hWRPVfOLgQY1AR8keLBKxQSbkUZRWzDpVhOBtFxu7YYoiLpJSbCu/75gjYh3NVuyGjzQ2phey0IT0txGfL9RYDtr2pbfnaLSvfPvf8NvZtAQv4cWWcqUE/9QVzKk1KTk5m+W1NE3qh+q9YBdiW1xW3DUNZarWSqoI1llCFi8VKQV37/FRuNyI8ZwSYI0w8ITCl5Gw3ywlujjN8pdxsJzncyxOSknAhaRmTkshXSIYyCJ7Ug7yu+3lL95MQGrqU3G818V03iwuF7pW7MaQsVBnahYhWmz+sMEAPFohW0Q3eaJd3luM5/PrdX3Pb1NvYo2IPnj7tafp12oc3UMLjV4AEKp03B6Xj+rogUVGOF1E3ynsL+y8FIqjo2CG0v+1NE+ozPQ5MXv0efaoG81GwlCW5Jgb4Y1QIwUyUl9MGYIOUrK+vpyYeZ5lt0zsY5E4PrteAuU/Ci99BrxqCe+7r6KFKztI06v6R441XAkwbfgwHDZgI/grEvrdD3+/umJfZxz+GUA/Y8+od/+H3XwYJ/BPlu/UEtESrd+SseKjvzgDwFOrGNA51LZ3MtyfatTV0ELDdD+35TnoK5bVXTPufCzxNO/zqpJRThRC9t9g9AlgupfwMQAjxFHCilPIOvqW+dH9c9SA/3e+nSpP0LYPnQVbCrICPKcEAQkquq0liA+srdQ5J5nGBgAfX1yaoxFPCdF+rH5Xehky1LKJ93+eb0Jiq+5iq+VisGbyRb0AAKzWdmJTc5KYY6+Y50LMIoiIlz1iNHOfmvvYvsxCS77kZvudmsIGZmo+Jup/hnipMeFX3c5kvzpFunqPdHIe7ecq+rdGxL0obGpHN0obKnmLnOzRc/NLFPDLnEc7Z70LuPPqv9PCFeRH1pVCOcjw/FZVm/Lr/rgJli7BXm30SJTJ/BOXfVY76cvkuypW9iBStVYAbgNEojcVAz2XF1Ntg6q9ZPeJHlB/1JwjEiaMqMvugvhi7SUlXIdirtJSurksgqKK62b8CL/8dDvkhB5bsz8QLJtEciPEn4L6cTeYyH6ckGjj4mAmQ3xOG3Nz+1GHTfPX3L90Hhv1pB8/WfycWoXRxU1FkuxkVcW0v+apB2Ubcj9JzXY8iXEtQkdAOdOCrQHsIWJmU8tY2j28TQpz0JY7ZDdX5oYh1qO+0raIQgfsNMFQIcX2BqG3tdZeifqjQs2fPLzG9z+NPC/9PEbCvAS1RqZYKwq1HqQBejgX5T2mQWSFVCeiTkiNyOT7t4efGcAk35ZKcIXKKUJmg9dj2cXcUT+sBfmVGWVRIeYSkx8GeTQpBFMn9VvNW3+cHTt2sBc43AxMY7VmMLgjZASqlx1jX4iU9wCNGCE1KRno2L+UbqGjbwuaLsJ12Olvtqbjlcy2hSFrvIMXXtUSzdND84CsSraL/1+fThl8GUkrqhKDHiB+yT5/DeHbf8xmICokfAUxCCeJ3rb/6l4cA/o0S+7+Bio69hLqZHojSP9yKImBt8QRgJDfwkxfOZc2qKfTe53xOGH8bvVE39HmFcd8Ago7D4MmTuX74cPaNxzdrwHnwEe9B4w84tHkgr/12DsFja4jtEeOi393FxfojPBr/Ob+85jugX82TqD/v6WxebbhVbJjI/7d33tFRVk0cfm46CST03rv0ZqjSRHpRsYtiAUUFsYDYQf1UFDtWBAUFRUUUBOm9Su+9E3ooSUhPdr4/7oYESCCQstkwzznvye5bZ+9u3v3tzNwZlt5j8//ar7jhvV4x2C+HD7DeztFYkZ3enxrzsD0q/8ZOxGkN1HVuS+qepihZRXrumwuMMfdhS/KA/bE7PQPXTO2OkaabwRnq7He1k4rIKGzHBxo1apSj3BapCaqU1dQvvYcmtZ/xTVGb6pyXYbGPLwt9fPksNow8HnDUx4vjXp48kRhF+7hYikoir/sEcneeQlR1JFDCy4FPBttSHjYeLPLwZZGnD4s8fJkYe5YGEk8ehHKSyMNx0bRyxNLQEZ/lhQavicuEzqUiiBTP7eOmCE1jz5IIrPLyY6ZXAGs8fCmUEA4IQ3yLcMR40TExkg4JURSRxBTXSPkmelwcmk56bjycj53p/heep9zuPNdFBVxThqeNU3xlrTc2LjGOV+a9yp8JsRzuPBJHyUZUKNmIgSTPJMsDtM1SKzJOPuwN6y7sDLY4bLj0ZWxeUCuSyzCUAo4eXk7diT2Ijo9m3O3jeLjuw5ed82Ng+YoVTNi4kd/vu48BztzQnQJfT4K6kfDIQ835Jawdd38+F69XX4eSXjAxmFqlVnMytDhvtChCHudb+CO2pMEr2Ly5PnBhjvNF7Poa1g6AoNpwy6QbXnyBfT9/BO7D5u+l0gnzMsJIrgH3Cbbx9kCs56taFtioKGmRnhywCGzrsyQXgC2FZBERubxg0cXHlwempcgBawoME5EOzuevOE+UqmfrWjDGdAO6Va5cue/u3buvuv+VGLZwGG8teuuy9S/W6s+gOgOsoHKAQ8Q2476kGbOt1GFvkB4eyflTXp5iK6Z7c6HdjC38KXh4mIvaz+w3XvzgE8hsrwBWe/ghxpBfElkaeZiaibEkYC4o6Hd8CzLMtxCBOBgWe4an486l8ms6rRt28vqkadZbPbzp7l+CfU4PV5AkcktiDMNiz9DQkVYtsTTOn9YXxUWiCC4TTGl5fy7yDCXtd+k1UuToXSaC4HJRlFI0OTPBUoog4EUPb34ynoQagxGhIfCwCAMu2JbOuG0OZS8wGVhzdh/7J93H6qOrqXPzM3Tr9AU9jQf1cPP8OCdXqmN1NOIovf/uzchOI6leuHrqJ5g92xZXrVmT+Llz8SpQAAQaLI5nQ+TzUOIpeh84z+DXH6Nmt27wSAlk3SCITsCsLwv/Wwv5C184ncNpzwhsgm0BrDB45MIOibB+EOz8DEp2hea/2t6XNyjHsSL4Xexki7NcveekAztJZBTWE7oTWxMsBJtcnxOT6q8VzQFzP65rFuQ1XeByAeaFTcK/FZt6sRp4QES2ZtY1MzsJ37xl2HlPzEXfrZ5JPf085aL+fhcS0z3FWU390u/ktMZb2IdhlvEkWBw0xMEyPGjp6UcTcdBeEuggiTRy1pQCISl45gP8YbxYZDwZlhhD4dSuIZeH0ATYYwyLjReLPLxZ5OHFo4mxDEuIJgLo7Z2Xlo54WjniqSMJeMLlZSmucH7LlUJ3V/AMXSSC4GJv0KWPufh5FoogB3b6+Uxs4dD62NpUDmz8uwW2wGfxLLMgc9mLTTafjE2eZ+vveP7Tl3zGgzHdx3DnTXe61L7sYP/Z/YxcNZIRt4240LcyTRYvhg4doGpVmD8fChVCBIa8Hs2IQ/dA5WkUrjWCs90HYjyhhfFi7l9vsmDOCr6eNphJm5rgUSAozdOvxAqxvtjP0UngrCOeags6Qv46UP+jLPd+5lQc2AkWr2BDj3Ox/29X4pzzmO+xn/WCWGH7ItdXkiInowLMDRGRqy7YHxjB2HSPlkDLdB73K7ZTQzz2x8bjzvWdsSJsL/Baes51LUvDhg0lM2EYEhMjEh8vkpiYeeeNF5EpIvK0iFSS5BfwZortZ1M5ziEi00Skqoi8fw3Xc4jIqRSPq6a4ZlERuUtE/r6WF6CIw/n3oIgUl+TxrCcir4jIThfZlRYOEVktIqedz78VESMizUXkrYjj4v9ugDQZ3UT2n93vIguzlz+2/iFB7wdJ4PuBsvXk1qsfcOiQSI8eIidPXlj18rCzwqO3CEONNOn/rThOrZK4idVl5cah8qGIDGr5n4BI423xMkpEzqTXuMgQeTv6pBgR6ZkQI0uv+dXlHjaISGOx/1u3isiuK+ybKCJJ784xEfEWkZYiMl5EorPQRlcDrJFM/i7VJWuXq+9gUxI2Yz29C7BFgOe72vA0bO0GjKpcubJkJkMXDM2U8ySK/fKbkeJ5YREJEJGuIvKFiOyQ5C/11NgiIu3FvuBqIjLzKtfbJCIjxYqroiJSP8X2d0XkGxHZdpVrKunDISLrReQ9sTd8TxGZ7ty2XUS+F5HDLrArQUQWi8hzIlJW7GfnW+e2MBFZE3ZYHA77CVgVskriEuJcYGX2Eh0fLU9Ne0oYhgR/Hyz7zuy78gE7dogkJFy2eufhU+LVv67whrc07vyeJM64S2SCEfmzqMjOH+THH+1d9rGXEqSa2LH3EZHbReQPuYIgOL1OZHJJiZnfUd4QkYLOY5uK/dF2I+EQkWCx96/xkva96oSIfCAilUWkVYr1R7LSuByECjD3W9IjajZjQ+QbnM+rA7+52vArLZntAcsIR0TkRxG5T0QKiTUwpTzcKiIx6TzXZ2K/1AuIyOcicunXZIJYwZVEb0kelDIi0ktExlyL8UqGOCcisc7HwyX5vaglIoNFZJ5YL2dWEi7JnjlfEekm9vMYKiIOh0N+WPeD+L/rLz+u/zGLLck5xMTHSKNRjYRhyKBZgyQ2IfbKB6xcKZIvn8grr1y2KTo+Wtr90E1GDukhju8RGe8hsvZFkfnTZGmh7uLjnSjt2lnvuUNE1ojI85L8nvzhPE+k2P9fERE5PFXktwCRv8qInNkoIiLnxf6QqiD2XpJEbpbKUyXZU7tL0vYcrhCRe8R6uhCRW+TKQi23ogLM/Zar7wCrnX83AL5Jj11t+JUWVwqwKBGZK8n//I84jSouIg+LvTGcuIbzxYr1UojYG01/sV+eIvbLe7WIjBDrQcvvvNYh5/a5Yr9s98mNdzPKaThEZLOIfCgibcV+WfhLsgfkPxE5kMFrRIn1jvQW+1lL4hURmShWjCURHhMuD/75oDAMaTO2jRwJz/1+gpCwEDkbfVYmbZ0kZpiRV+e+evWDVq8WCQoSqVhR5HCy//LVT7fJQ0+cltkzY0WGDxcph8inpUTObhNZulQkIEC2V+wsnW6NkdOnLz9tgojMkeT3/x0RKeFwyF/bPxHHBCOOGY1Eoo5edly8JIuSzSJSTET+l2JdbuCQiPQQey97M419TooVrSL2x2gBsR7ebVltXA5GBZj7LVffwZa9yQ8Mw9a5mwL862rD07A1S0KQV8IhNiz4sdjQoJ/TmKRskm1i8xeuVQA5xP4CrCIiTzrXxYkVYcedz3+W5BdfRUT6ONeFiZLTCReR5Sme1xP7PlYX6yGZJenPV5kt1gMQ4DxHAbGfmbQ+c+uOrpMqX1QRj7c85O2Fb0tC4uWhtdzEmagzMmTOEPH7n5+8NPsliYmPkUlbJ0lM/FV8z+vXixQoIFKunMiBAxdWD/58hXi8HCTN3yguE57uJWcJEnngARuiXLFCYvMWFEeVqiJHLxdQaTFbRO6Li5A9UyrKpMV3St34yKvmd24WkU5i3/MAEXlWRPan+4o5j3gR+UTsa8kj1muc0sPnEJH5Yj2APiIy2rk+UuyPjxsdFWDut1yrwGmF7Xnr42rDr7RktQfslCR7oaamuPBNYn+F/SsZuyFsEpF2znOWEZGHROQ2Sf6C/cq53wkR+VVunByH3Mx2EflUrIj3Ffs+351i+8EUj0+LyFhJ/oy9JTY/5kmxX+RXC0tN2TFFSn9SWhYdWJRxw3MwUXFR8uHSD6XA8AJihhnpNbnX1XO9koiJESlTxi77ko8Z9NVf4v2mt1T8H7Lx2wDZ9mhLkbt62hjjtm2SGJhf7giYKX3uPy+O9P7qigsTSbTv2pmoo/KdI1Faikj3FLv8IWl7zjeJ9Xh6iUigJHuG3I0XxH7uO4v12ieRINbLX8W5Pb+IDJScN8HF1agAc78l7Q12xm6ai6sNv9KS2QIsTkQWichrItJI7KyxpF+nYWKTqw+mfug1ESU2N8iI9WK873yMiNQRkQEiMkmSxZ+SOzkvNnk/adbbIbGfgUoiUlNsHiBiZ8KKXJI/lAano07L39v/vvA8Ki73+wwe+/sxYRjSaXwn2XBsw7WfYOFCkd27Lzx99eu3xHsYUvc95NN+98i4746JRESIxDklb2ysvN5ohoDIZ5+l8xrnD4hMqyXy35OXbUoS0iFi329PsR6vn0UkIpVTHZbkWcwOEXlG7CSdnJx+cE7s6xOx99A/xNrrEDshKYlGYmfq/iTq7UoLFWDut6RZB8wYs5/Le5kmPRcRqZhWaQtXk5l1wM5j68VEYLuFN8G2YOkJ1MyE8y/ANo9dAKzHVnYuh601VQhb66a+87FyY3IG2yLnB+xn5HbgNaAh6SuMuvzwcu7/835Co0I5MPAARQKKZJmtrkREmLpzKjWL1qRywcrsDN3JsfPHaF2+dfpPsnMnrFwJvXsnr0uMI1aECiOqUzT+LB6//En76JMM39YdAgJg61YoWpRf5xbhgQfg8cfh++/TUY4u9D9Y3AMSY+CWP6H4rWnuugVbr+0X4BDgj20Y3jGN/Y9g6wYdBeoAg7DV4q/a6iibEGxrleewrX9mOteHYvt3jsK+zqPYGkjnSaM7gHIBrQPmhrhaAWbmQhbkgE0S64UaJKnX5LoWwsSGJ0c6nzvEejQQGzp4UUT+yYTrKLmTGLGfx/TOmk10JMr7S94Xz7c8peLnFWVVyKostM61LDm4RJqNaSYMQwbOGHh9J9m9W6RkSZFixUTOnROJOiaO5b0lalorEYdDDpw9IBFjRskkekpi+44i0dEiW7eKFCkiq5o+K35+IrfcIhJ7lUmVIiJy8A+RiX4if1cQOZf+1PFEsSVFnpTkkOREsbUEl8nF3q4YEflBRGqIvceUEZs35mr2ikhHsTY1EDuRaKeI3C82twux3q5xkrvrdmU2qAfM7Zb0iBoD9ALecD4vCwS72vArLZkZgrzWL71LWSVWvDUSEQ+xBuYRe9NJyvOqIlaYKUpmkehIlE7jOwnDkHv+uEfORZ9ztUlZwuYTm6XbL92EYUiJj0rId2u+k/jE6yjusW+fzfcqVEhk4zqRrR+KY2JeeeEzDwl+vo58+nGM7Pz4HxEPD5F27USiokS2b7dirUQJmTXmsNSpc1F91rSJCRX5PVBkVjOR6PQccGXeFXtPQWyZitckeRKQiBVt00TkDkkWNMtEJP1TBDKPOWInKuUVa3dSgHeb2NyuAZIzRKI7ogLM/Zb09IL8BtsFoq2I3GSMKQDMFpGbs8orl1EyuxVRejmNnSa6CHgV2xj2Y+fjxtgZDK2wbvYHsQ1h38J2Gs8poQEl9/DB0g8okKcAfRv0xbhxj8orMXDGQMZtHMeQ5kMY2GQg/t7+136SgwehVSsID4cZY+DkEBLCd9PrVGl+Cwuh0N7+JEweQY3I9Sxr9Srm3+lw5Ai0aoUkJGIWL4Lq1XE4uKiX62U4EsDD2b319BrIXws8M6cLYQR2uvoEktMWku6AKZtPgw3/VQEOY39ZDwJuyhQr0iYKGzYNc17TC/gXG07/zblPLJf35lTSj4Yg3ZCrKTRgnfPv+hTrNrpaOV5pyc46YPvEJrvWSmFAHhFZ4NweLjZpNFas6z1p3RDRZHolc4lPjJfX5r0mM3dfqT+CexMaGSovznpRFu5fKCK2xERoZAb/k779VqRgoMiaNSLx5yV6Thtp9WkTYRhS7J63pGw5hxQpGC97Oj5jk+5FRNq2FUehwvJgl7PpS7iPPSMyt43Ijs8zZms6OCYi65yPw8TOnm4jtmzDWef6PWLDlkmes64isjYLbAkVkcfFplqMEltmBREJEvV2ZTaoB8ztliv9Xksi3hjjibMDszGmCFfusOwyjDHdjDGjwsLCsuT8R7HNLfthf20CJAI/AiWA/wFLsQ1gWzu35wXmYBP2uwAJQD5gOJpYr2Qeh8MO03psa95d8i7z9s9ztTmZTlR8FO8veZ+KX1Tk05WfsjJkJQAF8hSgkP91/ieJQHw43LwbxhSDerXAK4BO+/1ZFLaSEhtGUnrrIE6egKnTvag040vI60wFHz+e9+7fzITp+YmOvsp1IvbA7KZwahn4FLw+W6+B4lgPGNj702BsI94+zm09sf3kvsImlAopAwAAThhJREFUug/DNgE/7DwmynlcRhBgLFAJe3/sDOzGJtT/iL2XfgHUyuB1FMWtuZpCw0bLpmL/h98FdgJ3u1o5XmnJTA9YpNjmrymbZecTW5dGxCa9plV3aZPzWMTWCJuRxn6KkhGm7JgiBT8oKHnfyysTNk1wtTmZzviN46XERyWEYUj3X7vLlhNbMn7SY0dFHq0oMrGg7d244jGR2HMiIjJz9yx56MMJ8uKde8WQKH8+5iz4ceiQyKBBIvHxMnmyCIg8+KBcud7XiSUikwrZ5cTijNt9nTjE5qMOFFs9PylHbIPY4qYRYnPFRGwOWWWxfWKvp+TDTrn4fpnk88vqtls3OqgHzO2W9O1k+z8+A/QHbnK10VdbMlOATXKetKGIfCQ2eT49N5IlYpPuC4qd9Zibe7YprmPJwSXCMKT+t/VlV+guV5uTaTgcDkl0WEnwyfJPpNmYZrLk4JLMOfmh9SIjfUQmIPJHTZHQ1XLw3EEZNnm8bE1SJnPmSJRPkPxT8VmRM2dEQkJEKlcWCQyU9X/tF39/keBgOxEyTSKP2JmOU6uKhO++wo7ZS8qacY+Ivb+VEjsLe53Y4tI3O9cXEVvoNz1B3rNi+80mFRKuIDbs6a6FYd0NFWDut7jcgKxYXDULMlZE1jsfJ4id5ZOberQpOYekNjoOh0NGrx199bY6bsT8ffMl+PtgGbt+rIiIJCQmiCPdZeWvwtSpIp0KioxH5M/uIg6HbDu5TYoOLy1mSEEJbnlGJr+9Wc76FRepXVskNFTk2DGRqlVtQ+4VK+S770TKlk1np6EDE0Vicu5dIFJsGYtuYivpI7Ybg0NEFopIF+e6e9M4/rTYH5tzRKSZ2FzYZyT5PqhkHyrA3G9JTw7YDY0vNmfiSrNzBBujrQm0I7lo66vYtgGKkpn8uvlXKo+szN4zezHG8HiDx/H1cv/5YxuPb6TThE60/aktRyOOktfH5lt5enhmfBZn+G74PRh6dYft/jYByXE/q4+uodnoWzh1Op6ScxbwxF0+3PXmTbztPxzmzoXERLj1VjvrccYMaNKEJ56AbdugRIlUrpMYAysegeNz7fNy94Jvzr0L+AP3Yu9fx4Fvsfc7AzQHPLBFfwc699/p3P9P4GGgFPaedxtwEhgPfAnUy64XoChujAqwDLIZe/PpgS0l8TM2yV5RMptTkafoM7UPD0x+gLJBZfHx9HG1SZnGG/PfoP539fkv5D9G3DaCXf130bNGz4yfODERlr0DM+qBxx745EXYtA1emsS82kG0HtuW8FOBFJ++jK/erMOAIQE0rBrB/1Z3gKJFYe9eCA1Fpk3n2d+aM3u2PW1AQCrXijkF89vB/nFwdlPGbc9mCgFPAk84nx8B9mETf1sCXbECbSZwF7aSvQObsP8m9l5YN3tNVhS3xsvVBmQmxphuQLfKlStny/V2Yn/p5QdGYm9eWs9LySziEuMuiKwO4zswe6/99h/cbDDvtn0Xb0/3/rSdijxFHu885PXJy82lbmZI8yEMaTGE/H75M+cCGxbB9Dugwlko1ApumQD+pey2nj3ZsPxjvM+XJ98/s/j1xTDufSSGYsX8+GdxfvwLxtv9mjaFffv4+JsARo6EQoWgfftUrhW2AxZ1gagj0Pw3KHdP5rwGF1IOK6o2k9wGaTq2btjH2MTgAsA3zseKolwbVy3E6o5kZSHWWOyU7VbO56OwvwZzbpBBcRfOx51n6aGlLNi/gPkH5nMm+gx7BuzBGMPwpcPZdGITE7dM5I+7/8gc75CLOB93nk9WfMKI5SMY1HQQQ1sPzdwLxMTA//4Hp96DZgIeD8KD4xDjwYbjG9gRugMfTx+6Vu3K+UgH4Uv20e+O46xyNGL5ujzcVC4KbrsNHnkEnnmG6dOhWze46y6YODGVYqvn98GMhuDhDa2mQuEmmft6cggObJmdEGwx1R+A3qSvH6mS9WghVvcjV3nAspKkPK8XsbVz9mPzH5640kGKcgWi46Px9fLFw3jwwdIPeH3B6yQ4EvD28KZJ6Sb0qt3LPvf05uUWLxObEEvPm3rStWpXV5t+XcQlxvH92u95e/HbnIw8yZ033cm9te7N3IucPASdW8HaA/D4PcTf8hSLSGDKzOeYumsqh8IOkcczgOiEaMZ0+J3HAqpQqHcbfihaiUMjp3BTBQPtO8LGjVChAlu3wv33Q/36MHZsGpXuAypA1f5Q6THIWyFzX08OwgMbikyqWN8VFV+KkhFUgKWDTcDzwHxsy46pWPGlKNdCXGIcq46sYv7++Sw4sIAVh1fwX5//qFu8Lg1LNmRQ00G0rdCWZmWaEeBzeZKRr5evW3u+npz2JGM3jKVVuVZMuW8KTUpnoqcoPh7C1sHKXoT3icb/vRl4te/Im3NfYfiy4eTxykOrMrdR4+RQ5nx3GxRbxZmYhvz89QgeyBdAqSUTKVUkL3TsCGvXwqRJ0LkzP79s872mTAH/lF2OxAFb3oXy90O+ylD3ncx7LTmcpIlJiqJkDA1BXoXDQEVsYv3baJ6Xkn4SHAnEJsQS4BPAfyH/0fantkTFR2Ew1Ctej7YV2vL0zU9TsUBFV5uaZczZO4fqhatTJqgMG49v5GjEUTpW7ph5vSlFYMI4Qhb2Z2qDKKbE+LIgMoGZvWbRtkJbdoTuYPvJnWz6+zY+/dCf8HB44AFo0QIOTFjKB0tb8Ntnx7jnmSJ2tuOyZfDbb9Cz54XTHz0KpVL+4kqIhhUPw+FJUPttqP1G5rwWRckAGoJ0P1SAXYU/gbux+Q6PZMoZldyKQxxsOrHpgodr0YFFDG42mDdavUF4bDivz3+dNuXb0Kp8Kwrmyd1Zg2uOruHluS8zb/88XmjyAh93+DjzL7J3LyEvP8DttVax1rmqSoFK9Kh+B080fILKBatgjBVRbdtCYCC8+y7UKnGa0a8foO+3DenzYBSjfvbHGODzz6F4ceSee3nvPbjnHqhS5ZJrRh+HxT3g9Gqo/xFUfx5yaaNzxb1QAeZ+5CoBlmIWZN/du3dnyjljgWnYfAf3r7SkZCYiwuno0xT2L4xDHJT7rBwh4SEAVC1UlTbl23BfrftoXb61aw3NRnaf3s3rC17n962/UyhPId5o+Qb9GvXLlDplCY4ElhxcwpSdUyi5bjcvvTOfhABPur7koPVNt3N70zepXrg6DodNln/vPZg1y3qvoqMhz4kDON4bzvixCTwa/x231jnF9KX58d6/C+rUuXCdr76C/v3hzTfhrbdSGBCxF+a1hdhQaDYBytye4dekKJmFCjD3I1cJsCSychakcuMiIuw9u/eCh2vB/gWUCSrD6r6rARixbATF8xanTYU2lA4s7WJrXUPfqX35ZcsvvNj0RQY1G0Sgb2CGzzl913Qmbp3I9F3TORtzFl9PXx7zzMvX65vDp19DyZJgDCK2Vuqrr9oc+rp1Ydw4qJtvn1Vj48YRYQIpJkeJTvDhp++ieejvu2zYce9eKFyYuXNtGljnzvDXX+DpmcKQhChY/gDUegMKNszw61KUzEQFmPuhAkxRrsCR8COUCrQJQH2m9mHM+jEAlMhbgrYV2tKuYjseqfeICy10LeGx4YxYNoJu1boRXCqYE+dPIAjF8xa/7nMeizjGvP3zeLD2gxhj6DW5FzN2/0vXc0W5vXZD2nvPJiAxAlr/C8XbAjYHv317WLgQKla0VSjuvRfO7zvJqOqfMNfRlhlP/4N5eQj/HSnNgT3x3P7Lvfj++xeMGgV9+7J7NwQHQ+nSsHw55EuqqHzgFyjVFbwzLiYVJatQAeZ+6CxIRUnBsYhjLDiw4IKXa9/ZfRx54Qgl85Xkrhp30bBEQ9pWaEvVQlUzL5HcDYlNiOWbNd/w7pJ3CY0KJY93HoJLBVMsb7FrPpeIsO3UNqbsnMKUnVNYdWQVADeXvJlqhavxuaM9Y0fNw6vtTmAn5K0HTcdD/pqEhFjB5O0NjRrB3XdDn5a7CJ2yjFdeeZRvvy1KeOJw2jaP5cxb7SlUCBoXi6fxh/fBv3/ZeGPfvoANN3p6wtSpTvHlSIT1g2Hnp5psryhKpqMCTLmhCY0KxdvDmyC/ICZtm8Tdf9wNQH6//LQq14qBjQfi5+UHQMfKHV1pao7hj61/MHjOYA6GHaRdxXYMv3U4DUteW0gu0ZFIXGIcebzzMGXnFO747Q4AgksF827bd+lRrQdVo/3hjjso9Pff8Gp+qGmgxhCo/RYHDvswdCBMmACrVkGDBjDi8R3wv/+xov9+WskCEj2Eu+82DB4MDRumyEEbPx4mT4aPP4ann76w+vvvYc8eqFABiD9vw41H/oGqz0LNVzM+cIqiKClQAabcUJyLOcfig4svVJvfdGIT33T5hn6N+tGsTDNG3DaCNuXbUK94PTw9PK9+whuEpFQFYww7T++kkH8hvu/2PbdVui3d54iMi2T23tlM2TmFabumMaT5EAY3H0yb8m34tsu3dKvWjZL5SiYf8OXnsHgmfPAB9O0B8Sc5Ibfw7vPw7bfWW/Xii1DO+whLbv2e0PmbuMN/Fo2e68+LCfH0fc6HikkVPnbtgmPHoFUr8POzMxfLlQNg9GjrOQsKgtq1se2EFnWDcxuh4Uio1j+TRlFRFCUZzQFTcjXn485zOuo05fKXIywmjMIjCpPgSMDPy4/mZZrTpnwb7rzpTm4qcpOrTc2xrAxZyctzX+aZm5/h7pp3E5cYh5eHFx4mtbLwl+MQB3f9fhcz9swgJiGGAn4F6FK1C4/Xf/zyGaKbNkFICLSoDMsfBApAh1lgDHFxVjOdOgWPPw6vDY5lzSZfRrwXz8q13tQpcowNmz0xxYomn+/oURtbHDMGqleHzZshLg6mTYOuXRn9sy99+9oc/VdecR4Tedg21W7wKZTqnBlDqChZjuaAuR/qAbsaibFw8Dcody94aiGKnE50fDQrQlZcyOFadWQVt1W8jX8f/JcgvyA+7fAptYvWpnHpxhdCi0rq7AjdwavzXuWvHX9RNKAoiZIIcKFB+JWOm7JjCiHhIYzsPBIP40GgbyBPNnySHtV60KJsi8sbiUdHw9tvw0cj4N4iEBEGnnmIqz+K38YbevUCHx8YORLq+Oxgzwd/0q72Q+yOKUvFit589Xk8j/QpgUmqVn/unPWcff45JCTAU0/B669bz5evL/TsyeLFNgLZoQMMHgyEroSCN0NAGeiyFTz09qgoStahd5irceh3WNkb9o2DFr+BX2FXW6SkIC4xju2ntlO3eF0AuvzShQUHFuBpPGlUshGDmw2mQ6UOF/bvH6zhpPQwbOEw3ln8Dv7e/rzV+i1eaPoCeX3yprn/xuMbmbB5AlN2TmHX6V0ANC7VmPjEeLw9vRl7+9i0LzZnDvTrB6H74KPSUCQER5EO/HbgB4a0Kcnhw9bzVcuxiTY/fkShf3/mgP/tBBXoze8fJ3DnPV54Xiro5s+H4cNt2ft33iE5FmnZv98Wu69YESb+Knjt+QzWvWi9XtUHqvhSFCXL0RDk1Yg9C/89BiH/gE8Q1PvANt1NZ/hFyVwSHAmsO7buQg7X0kNLiU+M5+yQswT4BDBrzywSHAncUu6WTKlBdSNxLuYcfl5++Hn5MXHLRFYcXsFrLV+jaEDRy/aNio9i7r65tCzXkvx++fl0xacMmTuENhXa0KNaD7pX656+Wmjr1kHDhrbk/NcfIJEvsDH2Re4f+gw7dhiCg+G55+C/X/cy+p9i9PP5kY9eOY08OxAKFEguQp+QYLtlx8bCM8/Y8vc7dsBNqYeWO3SA1avhv5UJVDk3APZ8C2V6QtOfwMs/1WMUJSejIUj3I1cJsKyohH+Bc1thzdNwcjEUagJtZoBP/sy9hnIZSe19KhWoRD7ffHy8/GMGzRkEQM0iNWlTvg1tKrShc5XOGlK8TqLjo/ly1Ze8v/R9XmnxCoObD051v5ORJ5m2axpTdk5hzt45RCdEM/6O8TxY50HCY8MREYL8gq5+QRGbi1WnDsRHwB994PYx4J+X2KhYqlT3JSAA+nQ4xNqN3vy+pATGCPfX2crgkeWo3Szfxef66y947TUruG67zZa/T6VESHw8nD4NBQrYAq3VK4XR0twDx2fb2ZV139MfVorbogLMDRGRXLc0bNhQsgSHQ2TvOJGlD9jHIiKOxKy51g2Kw+GQrSe3ysj/Rsqdv90pBT8oKAxDJm2dJCIie8/slYmbJ8rxiOMuttT9iU+MlzHrxkjpT0oLw5CO4zvKhmMbLtonOj5aREQOhx0WM8wIw5Ayn5SR/tP7y+w9syU2IfbaLrprl0jbtiI+PiLrfxeZUlEcEzzkvYHzJSbG/lvt+n29xHfoIg8wXvJ6nJcXXhA5dCiVc61ZI9K4sQiIVK8uMnly8v9lCiIiRD79VKRMGZHOnUUmTRLx8BCZ9/sqkd/yiuwZfW2vQVFyIMAayQHfv7qkf9FEh2vBGKj4sF0AIg/BvFuh7v+g7D3alPc6EBH2nNmDIFQtVJXdZ3ZT8+uaAJQLKkePaj1oU74NLcu1BKBigYpULFDxSqdU0snjUx/np40/EVwqmJ9u/4k2FdrgEAcrDq9gys4pTN05lTrF6jDxromUDizNpx0+pWW5ltQrXu/ai9DGxcGIETYfK48PfHsrsu0+TkWW5c6PFrHjdAtIPMKkcVH8GPEwXoWO8uHLHfnyKQcFyl5yLocDPDzs3yNH7AzHhx8Gr4tvZydP2qT9r76Cs2fhlltsLv5tTfay9NcNNOjSFTwPgG+hDI2joijK9ZCrQpBJZFsZirBtsOJhOLMWireDRl9BYNWsv66bc/DcwYuqzYeEh/Bw3YcZd/s4RISfN/3MLWVvoUKBCq42Ndex9NBSqhSsQrG8xfgv5D9CwkO486Y7Mcbw9qK3+Xr115yIPIGn8aRV+VbcX+t++jTok7GLxsXZHj8bN8Jdd5HQJx6v01MYu/gRXpn0OfUa5WPbdsOhQ1DVcw/fPr6GNh93hbyXJP3v3QtvvAF58ljRBTau6O19+TWBd9+1u/foAS+9BE0bJ8L2D2Hj64BAiz+gbM+MvTZFySFoCNL9UA9YRgiqAe3/swm8G1+Df2tDjZeh9jD1hqVBbEIszcY04+j5oxT2L0yb8m0u9FQEW+jz4boPu9jK3MeWk1t4dd6r/LPrHwY3G8yQ5kPYeXons/bOonu17nh7euNhPGhVvhU9qvWgU+VOFMhTIGMXjYmxRU99fOD++0gYOhSvO+7AM3Q1r73wMGERwXhFxDBzViDNmsEXnzno1q4EHvnuu/g8x4/b5o7ffWfF1osv2twvYy4SX2vXwocf2qKqd91lc/F79rTlv2xtr4fg5CKbbF+qu+3vqCiK4iJUgGUUD0+o+oy9qa8fDDHHVXxdgWm7pnHs/DE+bv8xzzV5Lt3FPJXr41DYIYYuHMq4DePI65OXzpU7szJkJcU+KkaiJFIyX0n2nd1HtcLVeL3l65lzURHb6ufZZ2HCBKJqV+doocUsm3+Ym0rezuzvCvHW/pfwWrqQRoHPUuW5W2n+QXfAAwi4+FxTpsCDD1ox17cvvPkmlChx0aVmz7bCa/58CAyENm3stvz57ULIFFj5KDjioMmPUKG3/o8qiuJyVIBlFnmKQ7OfbQNfgNBVNtzR4FNb2FEBoGvVrvxx9x90rdpVxVcW4xAH/ab1Y96+ebzY9EValmtJ94ndqV20Nq+0eIUe1XvQsETDzG0qfvgw9O8PU6cSV6cR81bsJnjXXZTyiWTnsS482kTwphQ9izi46YsveKRPHxtSTElsLISGQqlStkRFjx4wbJgtVXEJ99wDkyZByZI2xeyJJ6wIu4j485C3EjT7BQIvP4eiKIor0BywrGL/z7DqSTutvdZQqP4ceKSeq6IomcXZ6LO8MOsFIuMjWXZ4GUcjjvJ4/ccZ3X00iY5EDoYdzLpJDN9/Dy+8AA4HEa8NZeaZ7dzdYCzrDzTg/i8ncDyqOk/feYwBlWdS4oX7bXgyJYmJtlH2m29CpUowb95lnqrISFtCondvCAiwFSjOnbNOMp+UBfrPrIXw3VDeGc50JGhxVSVXozlg7ofekbKKCg9BkVtg7UDY8BLsHwc3fwNFb3G1ZUouIz4xHmMMY9aN4Zl/nyFREvHx9KFb1W70qNaDzlVsP0NPD88snUEq0TFsqduLamNe4kRUAt02vcOuxY15ZvRHPNFiF33/qU6+fCWARy85UGxvxldfhS1brNfr1VcvEl+hofDll3Y5fRoKFoT77oM77rjUCAds/wg2vQ4B5W2SvYe3ii9FUXIcelfKSvKWh1ZTIGQqrBkAp5apAFMyhQPnDjB159QLrX/yeOVh95ndVCpQiScbPsmAxgOyvjBtVJQNDdapw/KKvXj1jycoY35nduPi+EaHsdcnmqqFT7D8m+3WZZVWC8kff7TdtStXht9+sxn0HjY8HRdnnWo//GDbRfboYfs2Nm+emj1HYEVvODHP5mQGj1Kvs6IoORYVYNlB6e5Q/FYwzi+DkKkQfRQq9bVJ/IriRESIio8iIi6C8NhwImLt30YlG+Hj6cPrC15n1p5ZbD65GYAaRWpQJrAM52LOMeW+KXSr2i1zc7rSYtYseOoptuz3Z1D5xzkYt53xT/eiYYV1DPjK0GXvXLz+9x30fjj1MhFbttjYYYsWcO+9tqZX794X9j1yxKaA+fjA9u1w//0waFCanYUg9gzMqAcJUdB4NFR8TBPtFUXJ0WgOmCtY3gsOTIBCwTYsWbCBqy1SMoCI4BAHnh6eRMZFsiN0x2UCqn2l9lQqWInNJzbzycpPLqxP2m9M9zE0Kd2EXzf/ygOTH7jsGqv6rOJQ2CHu/uNuyucvj6+nLy80fYG+DfsSHR+Nj6cPntkh5k+ehOefh19+4VylhpQ6spJ+bb7if/e8TLzDn5MVvqdyg1vB3z914XXwoM3x+vlnaNQIVq26sEkE5s61MxqXLLG7FiuWXHc1VcSR3D5o50go0R4Cq2X+61aUHI7mgLkf6gFzBU1/hhKdYP2LMOtmqPI01PmfbfatZAuXepqCfIMolrcYkXGR/L3j74vEUURsBN2rdefWirey/+x+Hpj8wEXiKiIugtHdRvNo/UfZfHIzTcc0vex6E3tOpFLBSpyNOcvcfXMJ9A0kn08+An0DKZmv5IVwYf0S9Rl+63C73Tffhf3K5y9PaFQo1QtXZ3vodgr4FSCPt509mPQ3Ozgxcz3vT2zM3ipvUKdGAjtvr0XpBjuJ2lmQwGZfE9jmztQPPHUK3nsPvv7aeqYGDYKXXwZsH+0//rDCa8MGW2Xi7bethoMriK+zG2D5QxD8LRRpDtUGZPbLVRRFyTJyvAAzxtwOdAGKAl+JyGzXWpQJGAMVHoRSXWxV7l1fQdGWUPZuV1vmFpw4f4Lw2PCLRFLxvMUJLhWMiPDmgjft9rhkkdStajcGNB5AVHwUpT4pRXhsOA5xXDjnGy3f4O02b3M+7jy9/up1Yb3BEOgbSJVCVbi14q34evmSzycfJfOVvEhE1SlWB4Dqhavz971/XyagCvnbdjcty7Xk8POH03xt1QtXp3qL6sQlxrEjdMeF87YZ14aFBxYCcHu12/nx9h/J75c/k0c2DXbu5NzCDTw5/14mTeqAw9GBoH1htN79NqW7nof6vfF//fs0K9IDNmT5xRfw6KM2b6x06Qub9u+3sxirVoXRo6FXL/D1vYI94oCdn8OGl20bIUd8pr1URVGU7CJLQ5DGmB+ArsBJEamVYn1H4HPAExgtIsPTca4CwEci8vjV9s3xIchLCdsOgdWtMDs0CYJqQVB1V1uVZaw6sorj549f5EEqFlCM3vV6A/D09KfZe3ZvssiKjaB1+db8dMdPABQZUYTQqNCLzvlg7QcZf+d4APK9nw9P43mRALq35r083/R5RISBMwdeEE5J+9QtVpfaxWqT6Ehk79m9F7b7e/tnS05VXGIca46uYcH+BSw8uJBlh5aRKImcG3KOPN55mL5rOtHx0UTGR3Jfrfvw9bqSQskkYmOJffcjvn7vHK8mvkMMfhQvFMb0t5+jlm8EPv49bSEuz1RCn3FxMGqUVVJ9+9oSE3v3QtWqnD5tZzMePmwFF8B//8HNN1/B25VE9HGbaH98tq1m33gM+BXO9JeuKO6GhiDdj6z2gI0FvgR+SlphjPEEvgJuA0KA1caYqVgx9v4lxz8mIiedj193Hpf7CHJmFifGwbrnIeYE3DQYar4GXv6utS2TiU2I5YE/H2Dv2b0XrW9epvkFAXYk4ghhMWHk8032NDUqkXxf+aT9JxhjLhJRxfMWv7A9/OXwNEWTMYYvOn2Rpn2eHp5ULZT1/TzjE+NZe2wtNYvUJJ9vPj5b+RlD5g4BoE6xOvRt0JfW5VtfKFbbpWqXLLcpJWdnrOCb3v/R/tRkPvCeTT2vbTxd7hN6DZuL4ZStbVf7/ssPdDhg4kTbhHHfPlsnom9f8PTkgE9VPnnWtnGMirIzGhMSbA/txo3TadjBX+HUEps7WflJTbRXFMV9EZEsXYDywJYUz5sCs1I8fwV45QrHG+ADoF16r9mwYUNxW6JPiCx/WGQCIn+XFwn5x9UWZSqTtk4SM8zIB0s/kJ2hO+Vo+FE5H3teHA6Hq03LUuIT42Xl4ZXy/pL3pcPPHSTg3QBhGPLX9r9ERGTvmb3y57Y/5VTkKZfaeeCASNdbo8STeAGRTwKHyjHPoiL9i4hMMCJ/VxQ5uSz1g5ctE6lXTwRE6tYV+fdfEef7+vvvIp6eIt7eIo8+KrJ16zUYFR8lcma9fexIFAnfk5GXqCi5EmCNZPH3uS6Zu7giB6wUkDIJJgS40u/fAUA7IMgYU1lEvk1tJ2PME8ATAGXLls0kU12AX1FoOs5Oo1/zNCzqBl22JXvJ3JyUrYiyJYzmIhIcCaw7tg5/b39qFa3F7tO7aTKmCQA1i9TkkXqP0Lp8a1qVawVAxQIVs7RI6lURoVvLc0xbWgDIQ6B/PL/me5TOJTfC6y9B7BD7mWzwKXjnu/jYxEQbhkxMhPBwmDABufc+5i/0wG+5rdnVurWt5zVwoC0vkW7ObYFl91uvcPd94J0X8lXKxBeuKIriGrK8DIUxpjwwTZw5YMaYu4EOItLH+fwhIFhEMm0Kk9vlgKVFYpwtKlmyk31+dBYUawOeaVW0VFzJmqNrWHhgIQsOLGDJwSVExEXwaL1H+aHHD4gIk7dP5pZyt1A0oKirTQVs2Yf//oPKvod5sP1JZoc2JK9HJG++483zg73w2vUX1LjThvnCd15e3mH7dnjtNauoRo4EICEmgclTvfjwQ1i7Frp1g6lTr9O4XV/aBvc++aHJOCjZIcOvWVFyK5oD5n64ohtyCJCyO3Vp4GhmnNgY080YMyosLCwzTud6PH2SxVf4bljYyRabPLHQlVYpQKIjkXXH1jF1Z7K6uP/P+xk8ZzD7zu7jwdoPMrHnRN679T3A5p71rNEzR4ivhARbcL5+PaFpU9hy86PEh4bxMS9wql57Bt+xBq8lnWDjXXDG+UMmpfg6fBj69IFatWzhrpIlAZv6Va2mF/feCxERtjXk779fj4HRsKgrrH0WireDzptUfCmKkutwRQhyNVDFGFMBOALcB1xeefI6EJF/gH8aNWrUNzPOl6MIrAKtnC2N5rWB8g9B/RGQp5irLbth2H5qOzP3zGTBgQUsPriYsNgwCvsX5uSgkxhjmHDnBMoElqFEvhKuNjVVYmLsrMMPP7QayhMHn/E8TRKXMq/ui5j334MaTWF1N0iMdhYJvuQH9cSJ8Mgj1kP17LOc7vcaAeUK44ft0VikCHz0kU2wv+qMxrTw9APfwtBwJFR9RhPtFUXJlWSpB8wY8yuwAqhmjAkxxjwuIglAf2AWsB34XUS2ZqUduYZSXaHLVqj5OhyaCDMbQGKMq63KlTjEwYbjG/h85efEJcYBMHrdaF6Y/QLbQ7dzT817mHDnBDb223hhxmVwqeAcKb4SE+3f06fhpZeEkBDBywuearuTh9ocxW/mFMz6dVBoKiy7B/JWgk4boEo/K36iouCo00l9881w//0cnLeHgY5PKdugMOPG2U39+sGKFXbi4zWLr8QYWP8ShO+y12w6Dqr1V/GlKEquJVe1IjLGdAO6Va5cue/u3btdbU7WEr7TVgIvd6/1RkTs0hYsGeRoxFH+2PoHCw8uZNGBRZyNOQvAf33+I7hUMCHhIQCUDix9pdPkGPbuhU8+gcWLYcZf0dSqKYTH+dHL/MJbqztToWHBiw/YM8o2tK71um1iHR9vu2C/9RY0aADTprFxI4wYYR1hxsADD8CQIVCjRgYMDdtmE+3PbYIGn0D15zP0uhXlRkRzwNyPXCXAksg1Sfjp5fDfsOROqPIU1H3XJi0rV8QhDrae3MrCAwtpXrY5DUo0YNGBRbQe15oK+SvQpnwbWpdvTevyrSkTVOaq58tJrF5tRdKkSeDpKTxcaz2fbO/EyNi+9PCbTe0PH4IBA+wkj81DIagGVHgo+QQi9uDXXoPdu+00xuHDoUULGjeGbdvgiSfgueegTEaGRgT2fAvrXgCvfNDkR9sdQlGUa0YFmPuR41sRKemgWBuoOgB2fwmHJ0H9j6B8Lw3fXEJMQgxj1o1hwYEFLDq46EI1/XfavEODEg1oWqYpBwYeoFz+ci629PpZtMiWfMiTB4KC4Hy4g2EbehBkTvH6Y8fg6yW2Ov25rbCil/WiVnv+YgE2ciQMHEhijdpMfmk1X65syJ/VDYWBsWOheHEoUCATjN37Pax+Gkp0tOIrT/GrH6MoipJLyFUCLEUI0tWmZC8+QdDoc6j4CKx+ClY8DEemQ4uJrrbMZYgIO0J3sODAAnw9fXm8weN4e3jz+oLXCfQNpEuVLhc8XOXzlwfAx9PH7cRXfLwNB8bE2ImJEaeiKR0YT0h4IFWqwPu3r6H0vyVg/FyoVs32UdzxOWwYAt6B0HIKlO5ua0bExUHTpkTf/TDj1gXz0dLG7P3QUKUKHDwIhQvDTZlRji4hynZ4KP8QGC/7uTWumJCtKIriOjQEmdsQB+wdDT6FoGxP26jYEQdeAa62LFuYuGUif+34i4UHFnIy0naxaluhLfMengfAqchTFPYvnC39HbOS8HBb5uGzzyAkBFq1SODnpt9QcUQ/ynKId4p/zX0HhuPh621DfUmv9+RimNsKSnaFxqPhcBi8/jr88Qe0bUvY5HlUqwYnTkBwsM3v6tEj9XaP10xiHGx6DUKmQMe1lxd0VRTlutEQpPuRqzxgCtaTUPmJ5Oc7v7BLoy9s82I3Fx5JiAi7z+xmwf4FrDu2jm+7fosxhn93/8uyQ8toX6k9rcu1pk2FNlTIX+HCcUUCirjQ6sxhwgR45hkIC4NGjaDtTUcZu7oWZulZ5vpNp2nMfHw6PwQ+zn9vY2wducAqULQl3LoAEqvC80Nh9GgO+VRmQfc/6f1zO4IC7blbtrRLpn1cwnfaRPuz66FyPzCZoegURVHcFxVg6WDYwmEMaz3M1WZcH4WbwL6xsPh26/Vo9AXkrXC1o3Isyw4t4+s1X7PwwEKORtjSCCXzleRU1CmKBhTl267fkscrj9t7uMA6ro4cgVWrbGJ9p05w6pQtPN/s5jhMXBwzluRld95iHM9fhRLnVtGqxC745h/o4CxcGhcGa/rDod+g43rIXxOKtYbvvmPz6P8YUXkZv+4NxnOWoUscFMb20c7UF7F3DKwdCF55oOXfULpHJl5AURTFPclVIcisKkNh3jLIUDceJ0e89YJtHmpDlDd/bfNucjAiwt6ze1l4YCELDyzkpeYvUadYHSZtm8SAGQMuzFJsU74NlQtWzhWCy+Gw9bPOnIFHH7XC6/hxu83Ly64bPVroXGkXc/aUx8PAgEG+DOm0iUKdgm2jxaFDwd/fHnRyMSx/CKKPQLUhMD8QihRnd7PeDHzWwYyZHgQEJM9ozJIWqo5EmNcKPPyg6U/gXzILLqIoioYg3Y9cJcCSyOwcMLcXYElEhcDa56H6c1CkuRVjOSz5+WjEUYbMHcLCAwsv1N0qFlCM77t9T7dq3Uh0JOJhPNxecEVHw/r11rO1apVd2reHr76yhVNvvhlq1oRKlayeKh+xiY5bPua1qY2Z6LiLO0qv4c1uGyj99av2hMeP2+mJSWx8Dba+b4uqht5D4pvjCT0SQ7HenTj2/lgaN4Ynn4SnnoKCBVO3MUOcWGQbyPsVhbiz4B2U4z5ripKbUAHmfmgIMg2GLRzGW4veuvDcvGW/8Ie2Guq+4Uj/0nDLH8nP1w6E2DPQ4CPIk/0V3A+cO8CC/QtYeHAhjUo0YkDjAQT6BrJg/wKal21O63J2lmL1wtUvCC5PD/fLHUpIsLWzTp6Edu3sujp1YM8e+7hUKZvLFRwMxMXx4cDj+J/1YMrEgkQkWG9WvdIl8DwjfO14knH1PqPXrjdhvCe8+ZgVXsUvLeHgAXk6E/PqAcZtDeUj36WUqpuPhWPzUwLYvz+TEusvxREPm96EbR/YSvo3fw0+mVGzQlEUJXehAiwNhrVOzvvKNR6wS/EtYqufH50Gdf4HVZ6GLBY4sQmx3D7xdrad2sah8EMAFPYvfCFRPq9PXg4/f9jtPVxz58KMGdaztW6d7eZTpgwcOmSdVbffDseO2UT6Xbtg1fJ4/g7vAE+tZH/0Z0ANHgpaRN0nm1D3zkrUquCP1/jG/P5WX7pumADdO8KXXyYLL3HAzs8hfx0o0pqzZd7mm0938/mOgpykMI1qC/2HmAsTIrNEfEXsgWUPwJnVUKmP7VWqKIqipEquEmA3bB2w66X2m1DufpukvfZZ2PejzdPJXyvLLjlt1zRm7p1J41KNGdx8MK3Lt6ZmkZoXCS53El8nTtgw4urVNqQ4ebLN1/r7b1smolo1aNrUCp6PPgJCQ/nwiXN8+o/9jFYsHEbdW4KoUy6KhIURePXpw6hq8eC11SqzkqHQeCAk+MIrL9AzLg4GDbIdtZPGKSoEVjwCJ+bB7jIQeR/jSn7Ia+Oq0rGD8NIQaN3aZO0E2OPzYHEP8PCBFpNsCRRFURQlTXKVABORf4B/GjVq1Dczz/tmy6GZebqcRWAVaDPTVtDf8IotkJmFdK3alUl3T6Jr1a74evlm6bUym4gIW0Tex8d26hk0yBYoBauFatSwgmz9eusBS0yEzZvt9oAAwadnd9g9jSepyl3eJajVyI/AJ+6DRx4BguDxOvDLL7ZrNtiL9eplH3t52Tjm+vXQrVuy+Dr4G6x8gsSYaH4a9wie//ny8PulefxRaNMG6tbNJjGbvy6U6gb1PoQA92rdpCiK4go0Cf8qxMba2WEOBxQqZBOWCxWyuTwDB9p9xoyxidJJ2woWhKJFIW/eTDEh+3Ak2hCkCKx81JYrqNA719QOuxbi4mDTpouT5Ldvh1mzoGFD683680/7uTh1yoYS/5nioGvFbSwbu5sPJpalbsRS6pYLo+6fb1KpEng83c8e4OVl45Dr1tmxTlJxgwfbKZDBwTYLv3Zt8PZO00Y5OhuzsAM79lSj69fTOHamLG+9kcigN/JkzyCdXAK7RkKzCbZ5t6IoLkOT8N2PXOUBywqmTbNfsLfdBvnz2+/HI0fgqC1BhQj062cTrVPy1FPw9dd2fa1atndekjgrWBA6d7az3uLjYf78i7cFBtpyBNlOUv5XQgRE7IL942DvDzaROgvDkq7G4bDRvtWroXp1q322bLF/AQIC7Ht/771QoYLN3Xr/ffDzE2pXiqb13f7UqQO1Rz4Bc8fQHJhavDgE14JixaCiU9h6eMB339mTVqgAjRtbsZVUf2JEOnOmQg9Agh9937yN2J0/MXddF555xounhvhQqFAWDNClOBJgy9uw9V0IqAjRRyHAvVo4KYqiuBoVYFeha1fbpaVrVxsRSo0jR2zU6MwZu5w+DVWq2G2xsVCvnl137Bhs3Wr3KVzYCrATJ6Bjx4vP5+FhW8wMGACHDyeXCkhakjxw1arZ5O5jx+z6oKBMEm7egXDbUpsTtv4lmFEfqj8PtYfmmpZG8fHw5pvJRU4jIuz655+3ocTOnZP3jYy0AuyW4BgqH1hKwqJlbA/eR5VNf+K5PRpWnIN8+SCxFjja2jd7+3YbhwR4+WWrwvv2teHDRo2gyNUr8jsc9tqRkRAVKcQe30v8vFeoVWIyHks7ccc90zh06CFGzbbNt7OF8/tg2YNweqWtJdfwC20ppCiKch2oALsKvr7Q8wr5xMbYcGPRoqlvDwiwzZIvJSnyW7gwLF2aLN6SBFzDhnZ7ZOTFwi083K4fP94KsDVroFUru87DI9nT9s030LatzUEaPfpiD1vBgtb5UqCA9dB5eKQi3IwHVHocSvWAja/A/p+h5qvpHrecwpkzyUnyq1ZBuXIwcqQdk5EjrciJjbX73nqrdUJ5esL990O5QuepKxuoc18NClUpCJ99C7c9j5eHB9XLlUNqVOdUlD+RUzYS1aAFkdxM1PKZlKxdgyrP3kZM3caMPdiGqFkFifwLoqLqExkJnbBV7U+cgIcecgqsKIiKchDodZRhL+6hyz3l2bq/PA922cT4p3tRqeheAvyioDJsW9uYGs8MoUtwNg+mCCy9z3pHm0+EcvdmswGKoii5h1wlwNxpFmRSWpWfHzRvnvZ+1avD2rXJz+Pj4exZK+wAqlaFceOSPXBJf5OKa+7fD2PHJgu3JJYvt7PzJkyAxx6zYiylQPvmGytW1m4tzIrV31Os4Dnyzc9PoYIJVIl4gbwNn8Mrf8VMG4/MIDoa9u2zHqzERBs2XrgweXuePNaTuXKlHZN8+S7O2wvKE8dT7Q5SP2EVn55+F7Zvpx1zOPO9gyh/iDrbj0jzMA86xvPF/oE4Dh2haGIsPJR0hebATF5sCR+NgPgIeCow+fo+PhAQ4KBG+RBo5YmnZyk8Ek7zQdc+lA7aQ4l8e/H1jLY7f9eWUg/8yzPPFyQwzpcDK2sQHpCfxg3nEVagOwTfki1jCth2Rh5e1vvZ5Afr8dKQo6IoSobQJPwbhPh4OHcu2ctWq5YVIOvWwV9/Xe6B+/tvKF3a5jq9msLxVb/8Oha93oq8AQmYmq/y8YyX+PZ734s8bIUK2SoJvr6wYYP14KXcHhCQHM4NCbE5dtYDZL1Bnp42UgdWIO7YkdJLZNOqRoywhUwfeshODoyMtKILoEULWx5r0qTUx6JDB5g8yYH/gW2Ua1WOQ2fy4ekJAXkS8T9/kjs8p/J1sbchNpbbT48msXwl/INr4++XSMB/C2jRJIH7+uWHevX45kc//Pzsa/L3t0uF8olUKH0e8Q7ixHEHBQ6+hHfMbjwi90DEXnDEQtVnodHnkBgH/9aDCH/YFwWrDtq/Rz1h1gqbiBYfD97exJ4NZ91XX9Lgmf74FghM/cVlNqeWw/IHoUQHCP42e66pKMo1o0n47ocKMOWKJCRYj1tK71r0mSP0LP8CHiG/E0EVRq74ioU7b7sg4M6dg9BQG9bs29eG+1Li72/38/WFe+6xOXYpKVXKCjOwuVgzZthjkoqHNmsG/fvbfK2kavJJdOoEXbrYHLzjx5Pz7QIDwT+PEDDlFwpvW0yVjZPgzBnCyYdfy8b4LJpj45FFitiDSpWyCfLBwTbhrtEl97WkiqZgm52f3WgLkZ7fY/OkSnaBlpPt9qmVwNMf8lW2S97KEF4ECtSDihWtO7J5c2toly7WTXfbbTapz1U4EmyS/Za3wb+cnelYpKnr7FEU5YqoAHM/VIAp18+x2bD6GfD0g04bUq2if+SIrf6eJM7mz7ch0z/+sLl1K1bYXCh//2QvUkCA1T/jx9vJCPv3J+dp+fjYYzZsgA8+sCHY5s3tRIe6da3nyxjg/Hm749KlVkW++649QfHiNh4bF5fsMmvQIDnOu3KlLVlfqlTyizi1HM6ss+IqYg9E7Aa/InaiAsDMYAjb4hRYVazAKtwYytxpt4vY6y1aZKfVTptmX9SAAfDFF9aO1auttytLStRfI5GHYPkDcGoZlO8FN39lJ2YoipJjUQHmfqgAUzJGYowtQ5C3os0VOjABKj9hc4ZSITbW6o+kWaXnzsH06ba+1po11tv2xRc2XyspDOnjA+XL24kJQ4fayQdp8vXXtgT9pk3WowU20S4y0rrk+vWz25JqbQUHQ0k/K6CSxFXEHogPg/bL7PFLesLhyTYHKq/Ti1WgPtR6zW6PC7MC5dJ6aVFRVlGKQOXKNkHNz8961Lp2td6u0qWvd+Szjoi9MLcV1PsAKjzoamsURUkHKsDcj1yVhK+4AE8/K77Aiq81z9j+kjd/c1HIKiYGdu+2szJnz4abboKHH754ggHYSF/RorZZ9T//WK9W6dKp1II9eBCWLLEutUWL7BTHQoVsQtuGDXYfY+yFmgXDyQ2QeAyeuwnOe0PETmj5AXj6wtrnbB9FAK+81ouVr7INw3l4Qf2PodGX4Fc89aK0Ps5QocNhk+qmT7cq8/Rp2LvXHvPmmzbE2KaNFWU5jfgI2DcOqj4D+SpB9712bBRFUZQsIVcJMHeaBZmbSEy0ifaHTj2FeBSjYfhA/OY040TePnR6ZTjb9ha6EEJMokAB2ymgSRPrhOrSxSbPp9QmXbs6HzgckOisID9unE3+Onv24hPOnw3t68OrneBOfyjlAc1GQOHKsP1jmN8weV+vfFZkxZ4G/5JQ+Ukoc5dd51f0cpGVt/zVB+HHH+1shePH7fFNmkCfPjaB3scHevdO73BmP6H/2UT7yP1QuAkUaqTiS1EUJYvJVQIsq3pB3siI2NytQ4dsUdhDh2wUrU8fu71lS1i2LCnaZ4CedO/Unr//9zaFtn7K4DbneXz/r1StakOHzZvb9Ke33rKJ8akSF2fjkX/9ZYuZbt9uxc1rL4EchgpnoZUPJNSGBl2gARD5IEx3htODgNggIBSoDCU7g2+R5Bwt38IXi6ygm65tUPbvtx6u6dPh44+hZk3rtrvlFqsaO3VKV6FVl+NIhG3DYfNQyFMKbl1kxZeiKIqS5WgO2A1OZKQVVkni6vBh67RJylnv0MGGDFNSu7ZNo3r1VRg1Krl3NNgQ4rx5VlxtXLyZYiXzUqxSBUzUQZsrVaDO5UZERNhpkxUqwKY10DUYigocA44C5TxhWAD4RAApPq9NxkLF3nbW4b6fkmcZ5qsCPgUzt4dlaKitfTFtmq17AXYGwNdf2wqu7sjSe+HQ71D2Xltiwie/qy1SFOU60Rww90MFWC7n5Enb5zClwDp5En77zeqThx6ysw2TMAYqVbL5WqdPW82xebP1gh08aIudhobayXovv2zP3aCBTZBv0MDW6EqV5Q/BwV+h2kDwuwv+GgfLVsGK/RB3Dl7NAzULQVRI8jHnO0Dzj6FCEdjwYnJuVlIivG/BrBu4M2dg5kwbJ+3e3YrEEiVsaDEpgT6p35S7kVRC4+gsiDkOFR6+IRuuK0puQgWY+5GrQpA3IiEhNlqXMkR4+LCtnRUUZMs4vP9+8v7580PZslZI+fvbUGKHDrb0w+nT9tiXXrL7fvSRLfUAdhLfLbdYkZWQYAXY8OHXYGjDz8DLH3Z8AnwCFYADQGweqFQTip2HYq2SxVW+KhBYNbn8QbOfMzZQ6WH7dpv5P21acly1c2crwPLlsxVjs63pYhYQfx7WDoSA8lD7DSjZwdUWKYqi3LCoAMuhJDkpDh2yJRpSiqvDh216VM2aVi88/bQ9xtfXlrAqW9aWwQoKsh6uli3tujJlrENHxFZkWLnSVqxft87mjoO9Zvfu1qP1yCNWnNWrZ4VbhvAtBMHfwaLtUHIJbC4Nr/wK37fI4IkzQEwMrF9vezIBPPecjbfWrw+vvWa9XDffnLy/O4uv02tsba+IPVDrDVdboyiKcsOjAswFxMVZ54qfny1U+tNPyQIrSWRNmGCdL5s2wRNPWMFUsqQVUQ0aJNfrvOMOO4uwbFlb5SBlJEnEirLz522Yce1aK7ZGjbLHORz2eu3bJ4cR69a1zh6wSfNXrLl1PfT5E77qA0NGQwEXJKofPQr//msT6OfMsbW6TpywSfMff2yVZk6szXW9iAO2fwQbX4M8xeHWBdbTqCiKorgUzQFLD8OG2SUdOBw2UuXpaQVRaCi8997FHqzjx22z6yeftCWr6te3JazKlEn2YPXpYz1P58/b0GDJkuDtfeXr7tljBVbZsrZdz549yWlKXl62/2ODBrY9UJMmGRwTd8HhsHUyvL3hl1/gQWdh0bJlk9v+3HprcnPK3Ma5LTCjHpS+AxqPAp8CrrZIUZQsQHPA3A8VYOnBGOtOAsLCrIjy9bXiJibGeqiSBFZIiPVwvf46vPOOFU9JoiqlwOra1c4YTEiw1eEDAq7dLBEYNMjmgK1fb/PEwYq377+32mPMGCvwatfOvRrjMiIibPmKadOst2v4cFuH69Ah61rs2tWq0dyceH5uM+SvbR+f3WQf5+bXqyg3OCrA3A8VYFchNhZa+60gvEZTQkJsG0Gw3+djx1oRVL26jWAliayyZW1aUYMGF3TbdX/3xcfb3PCk8OHatTZC9vvvdnu9ejY1KWkWYsOGUKPGlb1luZaYGOjRAxYutCo4KAg6drRJci1butq67CEhEta9YLsR3DofirVxtUWKomQDKsDcj1yVA5aplfCHDYO33mIad7KSSdy87T968x9l2lWnbJ/21KyZdE3YufNKNqX/krGxsGULHDhgG1WD1Q/z59vHefNab1atWsnHrF9/gzo2EhJg+XLr5XI47JRNPz87tfPZZ214sXnzG0uJnlkPy++H8F1w00tQuLmrLVIURVHSQD1gVyE2Fqb59aRrzJ9ZEsKbPdt6s9ats+IrPt5qhogIGzKcOtUWS23QwIY8PTwy3wa3YsYMO2th5kzbydvb24YUJ092tWWuZddXsO55W/G/6c9QvK2rLVIUJRtRD5j7kas8YFmBry/0ZDJkQHydPw8bNyaHEdetsxPwihWzHqy//7YC68UX7d8GDWz7QLAlIW5YRGDrVjtj8bnn7JuR1ID7jjus8GrX7go9jW4gPHyhZBdoPNqW/FAURVFyNOoBSw/XMAsyLMzObKxWDYoXhz//hLvvTs4FK1rU5ml9/rn1aMXFWSfODRlGTI2YGJvDNW2aXQ4etOuXLrUhxchIm/R2w7sCgSPTbHHV8vdlPNlQURS3Rj1g7od6wDLI6dN2pmGSZ2v3brt+zBh47DGbszV0aHKCfIkSF39HJnm6bmiOHrWlIsqUsS7BTp1sLle7drYgaufOUKqU3fd6povmNhKiYf1g2P0VFGkB5e5V4aUoiuJmqAcsPRjDqZNy0UzE226Dfv1sza+iRaFcuYtnIgYHQ8EsbFXo1jgcdhCTvFzr1sGAAfDFF1aIzZkDrVvbpHrlYs5ushXtw7ZC9Reg7nvgeaPUF1EUJS3UA+Z+qAfsKsTEQAWOcLxo8rrKlW00DGz5idOnVWylmx3fwJxn4VwCeAMP5YX+paDhXXb7gbHAt7DwkuNunWf7Qu4cCft/uvy87VeAhxds+wAOTbp4m6cv3LbUPt40FI7+e/F2n/zQdo59vH4wnLjk4nlKQqsp9vHqp+H06ou356sCzX+xj1c8YsVRSgrUtblZAEvvhfP7Lt5euCk0+sI+XtgVYk5cvL34rVBvuPV8zWkOnv7QZhaUaH/5OCiKoihugQqwtHCWoZjOnZzgD3ozlkcYS/0hHQga/spFu6r4SoPYM3B0OoRMsf0HC9SFjfOhYIKdrVe+bnIMtmp1+9czAPyKpnIyZ4jNK+9Vtue7fLtHijivd+Dl271TJPF7B12+3bdw8mOfApdv9yl4le0FLt7X7/wl2/Nfcq1LvNLeQfbv0X8h4Tw0/FzFl6IoipujIcirkNVlKHId8edh348Q8jecXASSCHlKQPAoKNUVosJh2jvQ9Q3w19mL10RirE28L9VVw46KolyEhiDdDxVg6SFFKyLlEkRs25v4MCh6CyREwZ+FIW8FKNUDSt8OhRqB0VmLiqIoWYUKMPdDQ5DpYehQV1uQs3AkwKll1ssVMgUi90PBRtBxNXj5Q/d9kKe4q61UFEVRlByLCrD0kM4aYLmaxNjksNfyXnDoN1v8s3g7qPkqlOqWvK+KL0VRFEW5IirAlLSJCYWj06yn69gc6LYb/EtClSeh7F1QogN453O1lYqiKIriduR4AWaMuQkYCBQG5onINy42KfdzdhOsfRZOLQFxgH9pqPSYTagHKNbGtfYpiqIoipuTpQLMGPMD0BU4KSK1UqzvCHwOeAKjRWR4WucQke1AP2OMB/B9Vtp7QyICZzdYL1fBBlC6h+0lGHcGarwKZW6HAg200rqiKIqiZCJZ7QEbC3wJXKicaYzxBL4CbgNCgNXGmKlYMfb+Jcc/JiInjTHdgZed51IygxML4PDfVnhFHbKzFG8abAWYfynovMnVFiqKoihKriVLBZiILDbGlL9kdTCwR0T2ARhjJgI9ROR9rLcstfNMBaYaY6YDv2ShybmXhEgbWizS1D5fNwjCt0Hx9lB7mK0t5VfEpSYqiqIoyo2CK3LASgGHUzwPARqntbMxpjVwJ+AL/HuF/Z4AngAoW7ZsJpiZC4g5CUf+sZ6u43Osl6tnqC0V0fxX6+ny0ubWiqIoipLduEKApZZMlGaVUxFZyOWdAVPbbxQwCmwh1uu0zf0Rsflae0bBqn6AQEA5qNLPFkX1cJaSCKzqSisVRVEU5YbGFQIsBCiT4nlp4GhmnNgY0w3oVrly5cw4nXsgAmfW2IKoIX9DvQ+gVBco0gJqD7WiK38dTaJXFEVRlByEKwTYaqCKMaYCcAS4D3ggM04sIv8A/zRq1KhvZpwvRxN/HjYMscIr+ggYTyhyS3Kx1KAaVoApiqIoipLjyOoyFL8CrYHCxpgQYKiIjDHG9AdmYWc+/iAiW7PSjlxBfAQcm2mFV6VHbR7X8TlQKNh6uUp1seUjFEVRFEXJ8eSqZtwpQpB9d+/e7WpzMk70cTgy1SbRn5gHjjgbTuy80W4Xhza5VhRFUbQZtxuSq769ReQfEXkiKCjI1aZcP+G7bV4XwKY3YdWTELETqvaHdouh47rkfVV8KYqiKIpbkuNbEeV6xAGnV9kE+pApEL4DOq6Bgg3hpkFQ7VkIqqlJ9IqiKIqSi8hVAsztZkGe3QQLOkDMcTBeUKy19XT5l7PbtVSEoiiKouRKcpUAy9GzIOPC4Oi/1tNVKBhuehHyVbGiq2RXKNUZfAq42kpFURRFUbKBXCXAciR7f4CDv8HJBeCIB7+iUKCe3eaVx1akVxRFURTlhkIFWGYiAuHb4dRyqNzHrjv8F0Tuh2rP2XIRhRqDh6crrVQURVEUxcXkKgHmkhwwRyKcXpmcRB+xGzBQurv1djX/1fZb1CR6RVEURVGc5Ko6BllWhmLYsIufJ8ZAQpR9vH8szGkBOz+HvBXh5q/h9sNWfAF451XxpSiKoijKReSqQqxJNGrUSNasWZN5JzQGYs/AkenW03VsJjT4BCo/ATEn4cQCKNERfNy4/piiKIritmghVvcjV4Ugs4S4cHgfmFQYcECeElD+ISjQwG73Kwrl7nWlhYqiKIqiuBm5KgRpjOlmjBkVFhaW8ZMNG2Y9Xy2CoAywygFvABv7QvA3UEh/aCiKoiiKcn1oCPJqJMZCUz9YEQOevplzTkVRFEXJRDQE6X7kKg9YluDpC6tR8aUoiqIoSqahAiw9DB3qagsURVEURclFqABLD5eWoVAURVEURckAuUqAZWoSvqIoiqIoShaRqwRYlhViVRRFURRFyURylQBTFEVRFEVxB1SAKYqiKIqiZDMqwBRFURRFUbIZFWCKoiiKoijZjAowRVEURVGUbCZXCTAtQ6EoiqIoijuQqwSYlqFQFEVRFMUdyFUCTFEURVEUxR0wIuJqGzIdY8wp4GAqm4KAS+OT6Vl36fPCQGgGzbwSqdmUmcddbb+0tqd3/dXGNKeO37Uce6X9rnWbfgbTv/16P4M6flfedq2fwawev7RsyszjMvMzmBP+h8uJSJFMPJ+S1YjIDbMAo65nXSrP12S3nZl53NX2S2t7etdfbUxz6vhl1hhe6zb9DGb9Z1DHL3M/g1k9fjl5DN3lf1iXnL/caCHIf65zXWr7ZCXXe730Hne1/dLant716R3nrCIj18qMMbzWbfoZTP/26/0M6vhdeZt+BtO/3V3GT8nh5MoQZFZjjFkjIo1cbYe7ouOXcXQMM4aOX8bQ8cs4OobKjeYByyxGudoAN0fHL+PoGGYMHb+MoeOXcXQMb3DUA6YoiqIoipLNqAdMURRFURQlm1EBpiiKoiiKks2oAFMURVEURclmVIBlEGNMRWPMGGPMJFfb4q4YY243xnxvjJlijGnvanvcDWPMTcaYb40xk4wxT7naHnfFGBNgjFlrjOnqalvcDWNMa2PMEufnsLWr7XFHjDEexph3jTEjjTG9XW2PkvWoAEsFY8wPxpiTxpgtl6zvaIzZaYzZY4x5GUBE9onI466xNOdyjWP4t4j0BR4B7nWBuTmOaxy/7SLSD7gH0GntTq5lDJ0MAX7PXitzLtc4fgKcB/yAkOy2NadyjWPYAygFxKNjeEOgAix1xgIdU64wxngCXwGdgBrA/caYGtlvmtswlmsfw9ed25VrHD9jTHdgKTAve83M0YwlnWNojGkHbANOZLeROZixpP8zuEREOmFF7FvZbGdOZizpH8NqwAoReQFQT/YNgAqwVBCRxcCZS1YHA3ucHq84YCL2F4uSCtcyhsbyATBDRNZlt605kWv9DIrIVBFpBjyYvZbmXK5xDNsATYAHgL7GmBv+3ngt4yciDuf2s4BvNpqZo7nGz2AIdvwAErPPSsVVeLnaADeiFHA4xfMQoLExphDwLlDfGPOKiLzvEuvcg1THEBgAtAOCjDGVReRbVxjnBqT1GWwN3In94vs3+81yK1IdQxHpD2CMeQQITSEolItJ6zN4J9AByA986QK73Im07oOfAyONMbcAi11hmJK9qABLPyaVdSIip4F+2W2Mm5LWGH4BfJHdxrghaY3fQmBh9pritqQ6hhceiIzNPlPckrQ+g5OBydltjJuS1hhGAZpPfANxw7vZr4EQoEyK56WBoy6yxV3RMcwYOn4ZR8cwY+j4ZRwdQwVQAXYtrAaqGGMqGGN8gPuAqS62yd3QMcwYOn4ZR8cwY+j4ZRwdQwVQAZYqxphfgRVANWNMiDHmcRFJAPoDs4DtwO8istWVduZkdAwzho5fxtExzBg6fhlHx1C5EtqMW1EURVEUJZtRD5iiKIqiKEo2owJMURRFURQlm1EBpiiKoiiKks2oAFMURVEURclmVIApiqIoiqJkMyrAFEVRFEVRshkVYIqSizHGLDTGNMqG6zxrjNlujJmQzv3LG2O2ZLVdaVw7vzHmaVdcW1EUJQkVYIqipIox5lp6xT4NdBaRB7PKnkwkP9ZeRVEUl6ECTFFcjNMbtN0Y870xZqsxZrYxJo9z2wUPljGmsDHmgPPxI8aYv40x/xhj9htj+htjXjDGrDfGrDTGFExxiV7GmOXGmC3GmGDn8QHGmB+MMaudx/RIcd4/jDH/ALNTsfUF53m2GGOec677FqgITDXGPH/J/p7GmBHO62wyxjyZyjlT3ccY09oYs8gY87sxZpcxZrgx5kFjzCpjzGZjTCXnfkWMMX86j19tjGnuXD/M+RoXGmP2GWOedV5yOFDJGLPBed0SxpjFzudbjDG3XN87qSiKkn6u5ReuoihZRxXgfhHpa4z5HegJjL/KMbWA+oAfsAcYIiL1jTGfAg8Dnzn3CxCRZsaYlsAPzuNeA+aLyGPGmPzAKmPMXOf+TYE6InIm5cWMMQ2BR4HGgAH+M8YsEpF+xpiOQBsRCb3ExseBMBG52RjjCywzxswGJB37ANQFbgLOAPuA0SISbIwZCAwAngM+Bz4VkaXGmLLYFi83OY+vDrQB8gE7jTHfAC8DtUSknvN1vQjMEpF3jTGegP9Vxl1RFCXDqABTlJzBfhHZ4Hy8FiifjmMWiEgEEGGMCQP+ca7fDNRJsd+vACKy2BgT6BRc7YHuxphBzn38gLLOx3MuFV9OWgB/iUgkgDFmMnALsP4KNrYH6hhj7nI+D8KKzV3p2CcOWC0ix5zX20uyV24zVlgBtANqGGOSzhdojMnnfDxdRGKBWGPMSaBYKjauBn4wxngDf6d4HxRFUbIMFWCKkjOITfE4EcjjfJxAcqqA3xWOcaR47uDi/+1LG74K1oPVU0R2ptxgjGkMRKZho0lj/ZUwwAARmXXJdcqnY5/WpO81egBNRST6kuPh8nG97J7nFKYtgS7Az8aYESLyUzpem6IoynWjOWCKkrM5ADR0Pr7rCvtdiXsBjDEtsKG+MGyYboBxqhRjTP10nGcxcLsxxt8YEwDcASy5yjGzgKec3iWMMVWdx17rPldiNtA/6Ykxpt5V9o/AhiST9i8HnBSR74ExQINruLaiKMp1oR4wRcnZfAT8box5CJh/nec4a4xZDgQCjznXvYPNEdvkFGEHgK5XOomIrDPGjAVWOVeNFpErhR8BRmPDqeuc1zkF3H4d+1yJZ4GvjDGbsPe0xUC/K7yO08aYZcaWwZgBbAEGG2PigfPY/DlFUZQsxYhcGp1QFEVRFEVRshINQSqKoiiKomQzKsAURVEURVGyGRVgiqIoiqIo2YwKMEVRFEVRlGxGBZiiKIqiKEo2owJMURRFURQlm1EBpiiKoiiKks2oAFMURVEURclm/g9WNYxjuGB0HAAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] @@ -2005,7 +4190,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -2017,7 +4202,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAmAAAAGHCAYAAAAXwu53AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOzdeZzN1f/A8de5+zr7bt+ZYewSIhWpaFNIhRSi+LUQpVRo1SLKktJeWrTv9U0pJVv2NbKOGbNvd7/3/P74zDAYjHUY5/l4zGPM537u53PuNWbe3ud93kdIKVEURVEURVHOHF1lD0BRFEVRFOV8owIwRVEURVGUM0wFYIqiKIqiKGeYCsAURVEURVHOMBWAKYqiKIqinGEqAFMURVEURTnDVACmKGcxIcRFQohNlT2Os5EQYrsQ4rLKHoeiKMqJUAGYopwlygsopJS/SykbVdJ4BgkhgkKIIiFEgRBipRCiZ5nHw4QQU4UQO0vO+bfk65gy5/QTQvwthCgWQuwr+fMIIYQoeby6EGK+ECJLCJEvhFgjhBhUCS9XURTljFIBmKIohxFCGEr++JeU0gFEAK8DHwkhooQQJuB/QArQAwgDOgDZQLuSa9wPvARMARKAeOBOoCNgKrn+O8AuoBYQDQwAMk7zyzuiMq9bURTltFIBmKKcxYQQFwshdpf5ersQYrQQYnVJxuhDIYSlzOM9SzJVeUKIP4UQqWUeGyeE2CqEKBRCrBdCXFfmsUFCiEVCiBeFEDnAY2XHIaUMAXMBK1AXLVCqCVwnpVwvpQxJKfdJKSdJKb8VQoQDE4ERUspPpJSFUvOPlPJmKaW35NJtgTellMVSykDJ49+VGdfVQoh1Ja/nVyFEk3LeoyQhhFsIEVXmWMuSrJqx5OvBQogNQohcIcQPQohaZc6VQoi7hBBbgC3H9RekKIpyglQApijnnj5oWac6QCowCEAI0QotSBqGlk2aDXwphDCXPG8rcBEQDjwOvCuESCxz3QuAbUAc8ETZG5Zkhu4AitCClMuA76WURUcY44WAGfjiGK9lMfBKyVRlzUPu2RD4ALgHiAW+Bb4qyb7tJ6VMA/4Cepc53B/4RErpF0JcCzwEXF9ynd9LrlvWtWivP/kY41UURTklVACmKOeeaVLKNCllDvAV0KLk+BBgtpTybyllUEr5FuAF2gNIKT8ueV5ISvkhWiDVrsx106SU00syUe6SY+2FEHlAOnATWsYrHy3A23uUMcYAWVLKQOmBkoxcXkm2qnPJ4RvRAqJHgP9KsndtSx7rC3wjpfxJSukHnkPLwHUo537vl4yPkvqyfiXHQAtIn5JSbigZz5NAi7JZsJLHc8q8bkVRlNNKBWCKcu5JL/NnF+Ao+XMt4P6SICevJHCqASQBCCEGlJmezAOaogVKpXaVc6/FUsoIKWWMlLK9lPLnkuPZQGI551Pm8ZiyNVVSyg5SyoiSx3Qlx3KllOOklCloNWIrgc9LgqgkYEeZ54dKxlitnPt9AlwohEgCOgMSLbArfV9eKvO6cwBxyHXKe+2KoiinjQrAFKXq2AU8URIwlX7YpJQflGR75gB3A9ElgdBatECklDyOe/0MXC6EsB/h8b/Qsm/XVPSCUsostCxXEhAFpKEFT8D+zFYNYE85z80DfkSbnu0PfCClLH09u4Bhh7wvVinln2UvUdFxKoqinAoqAFOUs4tRCGEp/QCOZ1XeHOBOIcQFQmMXQlwlhHACdrQgIxNACHEbWgbsRJWuXpwvhGgshNAJIaKFEA8JIa4sCYgeB2YIIW4QQjhKzmlRMhZKxvGMEKKpEMJQMs7hwL9SymzgI+AqIcSlJcX096MFdX9SvvfRFgf05sD0I8As4EEhRErJPcOFEDeexGtXFEU5aSoAU5Szy7eAu8zHYxV9opRyGVod2MtALvAvJQX6Usr1wPNomakMoBmw6EQHWbKK8TJgI/ATUAAsQZvS/LvknGeB+4AHgH0l950NjOVAEGUDPgPy0BYA1AKuLnn+JuAWYDqQBfQCekkpfUcY1pdAAyBDSrmqzFg/A54B5gkhCtAyf1ec6GtXFEU5FcSBLL2iKIqiKIpyJqgMmKIoiqIoyhmmAjBFURRFUZQzTAVgiqIoiqIoZ5gKwBRFURRFUc4wFYApiqIoiqKcYcfTY+icERMTI2vXrl3Zw1AURVGUM2L58uVZUsrYyh6HUnFVMgCrXbs2y5Ytq+xhKIqiKMoZIYTYceyzlLOJmoJUFEVRFEU5w1QApiiKoiiKcoapAExRFEVRFOUMq5I1YIqiKIpyvlu+fHmcwWB4DWiKSricaSFgbSAQuKN169b7yjtBBWCKoiiKUgUZDIbXEhISmsTGxubqdDq18fMZFAqFRGZmZnJ6evprwNXlnaMiYkVRFEWpmprGxsYWqODrzNPpdDI2NjYfLftY/jlncDyKoiiKopw5OhV8VZ6S9/6IcZYKwJQK2759O02bHjGYVxRFURSlglQAdp4IBoOVPQRFURRFOacEAoHTdm0VgJ1Bb7/9NqmpqTRv3pxbb72VHTt2cOmll5Kamsqll17Kzp07ARg0aBCjRo2iQ4cO1K1bl08++QSAvn378u233+6/3qBBg5g/fz7BYJAxY8bQtm1bUlNTmT17NgC//vorXbt2pX///jRr1oxQKMSIESNISUmhZ8+eXHnllfuvvXz5crp06ULr1q25/PLL2bt37/7jzZs358ILL+SVV145k2+XoiiKco7btGmTqW7duin9+vWrVb9+/ZSOHTs2KCoqEn/++ae1efPmjRs2bJjcrVu3epmZmfrynm+z2VoOGTKkenJycpMLL7ywYVpammHdunXm5OTkJqXnrFmzxpySktIEYMSIEdXq1auX0rBhw+ShQ4dWB+jdu3ft/v3712zdunWj2rVrN/3ggw/CS8fWunXrRsnJyU2Sk5Ob/PTTT3aAr7/+2nnBBRc07NWrV51GjRqlFBQU6C6++OL6jRo1Sm7QoEHKnDlzIgF+//13W9u2bRulpKQ06dSpU4MdO3YYj+e9OS9XQd5zzz2sXLnymOeFQiGys7OJjo5Gpzt6rNqiRQumTp16xMfXrVvHE088waJFi4iJiSEnJ4eBAwcyYMAABg4cyNy5cxk1ahSff/45AHv37uWPP/5g48aNXH311dxwww3069ePDz/8kCuvvBKfz8f//vc/Zs6cyeuvv054eDhLly7F6/XSsWNHunfvDsCSJUtYu3YtderU4ZNPPmH79u2sWbOGffv20aRJEwYPHozf72fkyJF88cUXxMbG8uGHHzJ+/Hjmzp3LbbfdxvTp0+nSpQtjxoyp6FusKIqinE0GD67B2rW2U3rNpk1dzJ2761in7dy50/Luu+9u69Chw44rr7yy7ttvvx05derUhBdffHHnVVddVXTPPfckjR07NmluOddyu926Vq1auebMmbN79OjRiePGjUt6++23dzqdzuCff/5p7dChg3v27Nkx/fv3z87IyNB/++23kdu2bVur0+nIysraH9Tt2rXLvGTJkk3r1683X3bZZY2uueaaNUlJSYHff/99s81mk2vWrDHfdNNNddeuXbsBYPXq1fZ//vlnXePGjX1vvvlmREJCgv/XX3/9FyA7O1vv9XrFqFGjan7zzTf/JiUlBebMmRM5evToah9//PH2ir59KgN2FNnZ2axfv57s7OyTvtYvv/zCDTfcQExMDABRUVH89ddf9O/fH4Bbb72VP/74Y//51157LTqdjuTkZDIyMgC44oor+OWXX/B6vXz33Xd07twZq9XKjz/+yNtvv02LFi244IILyM7OZsuWLQC0a9eOOnXqAPDHH39w4403otPpSEhIoGvXrgBs2rSJtWvX0q1bN1q0aMHkyZPZvXs3+fn55OXl0aVLl/1jVBRFUZTjUa1aNW+HDh3cAC1btnRt3brVXFhYqL/qqquKAIYMGZK9ePFiR3nP1el03HHHHTkAgwcPzl6yZIkDYNCgQVlz5syJCQQCfPHFF5G33357dlRUVNBsNof69etX66233opwOByh0uv07t07R6/X06xZM2+NGjW8K1eutPh8PtG/f//aDRs2TL7xxhvrbd261VJ6fmpqanHjxo19AK1atXL//vvvYcOHD6/2/fffO6Kjo4OrV682b9myxXrJJZc0bNy4cfKUKVMS09LSVAbsWI6WqSrL6/Xy9ddf07NnT8xm80ndU0qJEOKo55R9vOz9pNQWsVgsFi6++GJ++OEHPvzwQ2666ab9j0+fPp3LL7/8oOv9+uuv2O32w65T3thSUlL466+/Djqel5d3zDEriqIox2nBAmjRAiIjz9w9K5CpOl1MJtP+Xz56vV7m5eWVG6gEAgGaNm2aDNCjR4+8qVOnph16TunvpIEDB+Y+88wzSfPmzSts1qyZKyEhIQiwcuXKDV9++WXYvHnzImfOnBm3ePHizWWfV/Y6TzzxRHxcXJx//vz5/4VCIaxWa+vSx2022/7gLTU11btixYr18+fPDx8/fny1n3/+uaBPnz559evXd69cuXLjib4vKgN2FGazmd69e5908AVw6aWX8tFHH+3PpuXk5NChQwfmzZsHwHvvvUenTp2OeZ1+/frxxhtv8Pvvv+8PuC6//HJmzpyJ3+8HYPPmzRQXFx/23E6dOjF//nxCoRAZGRn8+uuvADRq1IjMzMz9AZjf72fdunVEREQQHh6+PzP33nvvndyboCiKcr5btw6uvBJ69QKvt7JHUynCw8ODYWFhwe+//94B8Prrr0dfeOGFRQaDgY0bN67fuHHj+tLgKxQK8cYbb0QCvPnmm9Ht2rUrBLDZbLJLly759913X81BgwZlAeTn5+tycnL0ffv2zZ81a9auDRs27J9y/fTTTyODwSDr1q0z79q1y9y8eXNPfn6+PjEx0a/X65kxY0b0kRarbd++3eh0OkMjRozIueeeezJWrlxpS01N9eTk5Bh+/vlnO4DX6xXLli2zlHuBIzgvM2CVISUlhfHjx9OlSxf0ej0tW7Zk2rRpDB48mClTphAbG8sbb7xxzOt0796dAQMGcPXVV2MymQC444472L59O61atUJKSWxs7P5asrJ69+7N//73P5o2bUrDhg254IILCA8Px2Qy8cknnzBq1Cjy8/MJBALcc889pKSk8MYbbzB48GBsNtthGTZFURTlOBQXww03gMEAf/4JX38NvXtX9qgqxRtvvPHf8OHDa40aNUpXs2ZN7wcffLC9vPOsVmto3bp11pSUlASn0xn89NNPt5U+NmDAgJzvvvsu8vrrry8AyMvL0/fs2bO+1+sVAJMnT96f9atfv763Xbt2jbKzs41Tp07dYbPZ5D333LOvd+/e9T7//PPITp06FVqt1tDhI4Dly5dbH3zwweo6nQ6DwSBnzJixw2KxyHnz5m0dNWpUzcLCQn0wGBTDhw/PaNOmjaei74E40rTUuaxNmzZy2bJllT2Ms1JRUREOh4Ps7GzatWvHokWLSEhIqOxhKYqiVH0DB8I778DLL0NYGNx4I5yCGRYAIcRyKWWbssdWrVq1vXnz5lmn5AaVxGaztXS5XP+U99iECRPi8/Pz9S+99NJhU5Vl9e7du3bPnj3zb7vtttzTM8ojW7VqVUzz5s1rl/eYyoCdZ3r27EleXh4+n49HHnlEBV+Koihnwptvwttvw9ChWtYrPr6yR3RO69atW70dO3aYf/vtt82VPZYTpQKw80xp3ZeiKIpyhqxfD3fdBW3awAMPQEwM+P1gPK5Fc+elI2W/fvrpp60Vvcb8+fO3n7IBnUKqCF9RFEVRTheXS5tqtFjg+eehenXIzYV9+yp7ZEolUxkwRVEURTld7roLNmyAWbO01hM+H2RkaDVgynntrM+ACSGuFULMEUJ8IYToXtnjURRFUZQKefttrfbr9tvhmmu0gvu9e+G33+Cjj87bNhSKplICMCHEXCHEPiHE2kOO9xBCbBJC/CuEGAcgpfxcSjkEGAT0rYThKoqiKMrx2bABhg+H1q1hzBit6WpaGvzzD4wcCaNHa20olPNWZWXA3gR6lD0ghNADrwBXAMnATUKI5DKnPFzy+HnjzTffJC3tqKtrz3kXX3wxqmWIoihVSmndl9kMzz0HNWtCdjY884y2CrJmTXjhBejZU+uK/+yzlT3is8a0adOit2/ffl6sTqiUAExKuRDIOeRwO+BfKeU2KaUPmAdcIzTPAN9JKVecifE9++yzLFiw4KBjCxYs4Nkz/I/kbA/AjtQ1WFEU5bw2cqTW8f6pp6BlS3C7IT0dfvgBCgvhzjuhe3etGWufPtC2bWWP+Kzx7rvvxuzcuVMFYGdYNaDsXlW7S46NBC4DbhBC3HmkJwshhgohlgkhlmVmZp7UQNq2bUufPn32B2ELFiygT58+tD2JfyTbt2+nSZMmDBkyhJSUFLp3747b7QZg5cqVtG/fntTUVK677jpyc3P55JNPWLZsGTfffDMtWrTYf26pf//9l8suu4zmzZvTqlUrtm7dipSSMWPG0LRpU5o1a8aHH34IaK0nLr74Ym644QYaN27MzTffjJSS7777jj59+uy/5q+//kqvXr0A+PHHH7nwwgtp1aoVN954I0VFRQDUrl2biRMn0qlTJz7++GO+/fZbGjduTKdOnRg1ahQ9e/YEoLi4mMGDB9O2bVtatmzJF198AYDb7aZfv36kpqbSt2/fw16XoijKOe3dd2HuXK3u6+qrtVYT6enw+OOwY4fWhuLpp7UMWJ8+Wi1Y166VPerTZtOmTaY6deqkXH/99bUbNmyY3KNHj7qFhYW633//3da2bdtGKSkpTTp16tRgx44dxjfeeCNy7dq1tgEDBtRt3LhxclFRkRgxYkS1evXqpTRs2DB56NCh1QF27dpl6NatW71GjRolN2rUKPmnn36yH2scZ6OzaRVkebs+SynlNGDasZ4spXwVeBW0TvgnM5CuXbvy0Ucf0adPH4YPH87MmTP56KOP6HqS/0i2bNnCBx98wJw5c+jTpw/z58/nlltuYcCAAUyfPp0uXbowYcIEHn/8caZOncrLL7/Mc889R5s2bQ671s0338y4ceO47rrr8Hg8hEIhPv30U1auXMmqVavIysqibdu2dO7cGYB//vmHdevWkZSURMeOHVm0aBHdunVj2LBhFBcXY7fb+fDDD+nbty9ZWVlMnjyZn3/+GbvdzjPPPMMLL7zAhAkTAG1T8D/++AOPx0ODBg1YuHAhderU2b85OMATTzzBJZdcwty5c8nLy6Ndu3ZcdtllzJ49G5vNxurVq1m9ejWtWrU6qfdUURTlrLFpk5bdatVKC7QiI2HXLq0Y/4sv4MEHoW9f2L1bC9IeeeSMBV+DB1Nj7Vpsxz6z4po2xTV3Lsfc5Hv79u2W2bNnb+/evXvxjTfeWPvZZ5+N/frrryO/+eabf5OSkgJz5syJHD16dLWPP/54+8yZM+Oee+65XZ07d3ZlZGTov/3228ht27at1el0ZGVl6QHuvPPOmhdddFHhhAkTtgYCAfLz8/Wn8nWdKWdTBmw3UKPM19WBSpt/69q1K8OHD2fSpEkMHz78pIMvgDp16tCiRQsAWrduzfbt28nPzycvL48uXboAMHDgQBYuXHjU6xQWFrJnzx6uu+46QAuIbDYbf/zxBzfddBN6vZ74+Hi6dOnC0qVLAWjXrh3Vq1dHp9PRokULtm/fjsFgoEePHnz11VcEAgG++eYbrrnmGhYvXsz69evp2LEjLVq04K233mLHjh3779+3r7YWYuPGjdStW5c6deoAHBSA/fjjjzz99NO0aNGCiy++GI/Hw86dO1m4cCG33HILAKmpqaSmpp70+6ooilLp3G5tn0ej8UC/r4wMWLhQq/265hptK6IFC7Ti+6FDYeZM7esqLiEhwde9e/digFtvvTX7f//7X/iWLVusl1xyScPGjRsnT5kyJTEtLe2waceoqKig2WwO9evXr9Zbb70V4XA4QgB//vmnc8yYMZkABoOB6Ojoc7Ie5mzKgC0FGggh6gB7gH5A/8oazIIFC5g5cyaPPPIIM2fOpGvXricdhJnL7Pml1+tPePrtSPt3Hm1fz0PvHQgEAC2YeuWVV4iKiqJt27Y4nU6klHTr1o0PPvig3GvZ7fZj3k9Kyfz582nUqNFhjwlRXrJTURTlHDZqFKxdCzNmaHVfhYVaB/x774WUFK0e7Lvv4LHHYOJEQn1uRNev3xmbhqxIpup0OfRnvt1uD9avX9+9cuXKjUd7ntFoZOXKlRu+/PLLsHnz5kXOnDkzbvHixefs1kOHqqw2FB8AfwGNhBC7hRC3SykDwN3AD8AG4CMp5brjvG4vIcSr+fn5JzW+0pqvjz76iIkTJ+6fjjy0MP9UCA8PJzIykt9//x2Ad955Z382zOl0UlhYeNhzwsLCqF69Op9//jkAXq8Xl8tF586d+fDDDwkGg2RmZrJw4ULatWt31PtffPHFrFixgjlz5uzPbLVv355Fixbx77//AuByudi8+fDv+caNG7Nt2za2b98OsL/mDODyyy9n+vTp+4O0f/7RdpPo3Lkz7733HgBr165l9erVFXqfFEVRzlrvvw+vvQaDB8O114KUWr3X3XeDyaQ9VlAAGzfC44+Te0kH9llDWtD10UdQMlNRVe3du9f0888/2wHef//9qHbt2hXn5OQYSo95vV6xbNkyC4DD4QiWTinm5+frcnJy9H379s2fNWvWrg0bNtgAOnbsWDhlypRYgEAgQE5Oztk0m1dhlbUK8iYpZaKU0iilrC6lfL3k+LdSyoZSynpSyidO4LpfSSmHhoeHn9T4li5delDNV2lN2NLT9I/krbfeYsyYMaSmprJy5cr9tVaDBg3izjvvLLcI/5133mHatGmkpqbSoUMH0tPTue6660hNTaV58+ZccsklPPvss8fcbFuv19OzZ0++++67/QX0sbGxvPnmm9x0002kpqbSvn17Nm48/D8qVquVGTNm0KNHDzp16kR8fDyl7/0jjzyC3+8nNTWVpk2b8sgjjwAwfPhwioqKSE1N5dlnnz1mgKgoinJW27xZm05s2VKr+woL0/p9jRsHO3fCnDnaNkQuF/TvT3GXC0mL1OMnpD2/a1fteVVY3bp1PXPnzo1u2LBhcm5urmHcuHH75s2bt3XcuHHVGzVqlJySkpL822+/OQAGDBiQNXLkyFqNGzdOzsvL0/fo0aNBw4YNky+66KJGkydP3gUwc+bMnb/99puzYcOGyU2bNk1esWKFtXJf4YkRR5tGOle1adNGqt5SZ0ZRUREOhwMpJXfddRcNGjTg3nvvrexhKYqinH4eD7RrpwVan36q/TkjA6ZMgdmztdWO114Le/aAXo/XbmFHrAG9MwKT3kSN8BrHvEVFCSGWSykPWrG1atWq7c2bN886ZTc5AZs2bTL17NmzwZYtW45rRquqWLVqVUzz5s1rl/fYOZm2U84ec+bMoUWLFqSkpJCfn8+wYcMqe0iKoihnxv/9H6xZA08+qe3zmJurrXacPRsGDNDquzIyQAgCdit7wsAUHo1BdzaVXyuVRX0XKCfl3nvvVRkvRVHOP/Pmwauvwm23aSscg0FYsgTGj4f27WHCBNi3D3w+QpER7DF7kVFxmPQmduTtIMmZVNmv4Ixo1KiR73zNfh1LlcqAnaoifEVRFEU5oi1bYMgQaN5cq9+y2bQC+5EjITpay4AVFkJ+PjIsjAyDB29MBFaznbTCNK6ddy23fXEb3oDajPt8VqUCsFNVhK8oiqIo5fJ4tH5fOp3W7yshQavxuvdebQpy7lxtD8jMTIiIINfgJz/ShsMeSZGviIGfD6TAV8Cv23/l681qM+7zmZqCVBRFUZSKuvdeWL0apk/XMmA5OTB5MixfrjVWbdAA/vsPbDYKjZJ9TgPOiHgCoQAjvhnBpqxNzLpqFkEZpGfDnpX9apRKpAIwRVEURamIDz+EWbO0jvbXXgs+H7zzjnZ85Ei46iqt/xfgdlpI0xdhj6mDEILHFzzO//77H09e+iSX1ulGMKDDbDAf/X5KlValpiAVRVEU5bT491+44w5ITdV6fJnN8PPPWvarWzcYM0Yrui8qwh8fw55gHpb46uj1Bl5f8TpzV85laOuhDEgdwJMLXmDKwmmqBqyMhQsX2gYNGnTq+nKcA6pUBkwI0QvoVb9+/coeiqIoilJVeL1w440H6r5iY2HlSrjnHqhTR5uOLCqC9HSCtWuyx70PXbUkjGYrP237icd+e4zL613Owxc9zJO/TuG1tdNAQtcG7enXvHdlv7qzQufOnV2dO3d2VfY4zqQqlQFTRfiKoijKKXfffVrA9cQT0KyZVnQ/ciSEQlrRvdEI27cjq1Uj3ZtNIDYSiyOctfvWMuKbETSNa8rLV77MC39OZcY/L8HKW+Hjj2Bz1a8BKygo0F188cX1GzVqlNygQYOUOXPmRP7222+2li1bNm7UqFFys2bNmuTm5uq+/vprZ9euXesD3HfffUnXXnttnfbt2zesVatW0+effz4G4Nprr63z7rvvRpRe++qrr67z3nvvnbO/8KtUBkxRFEVRTqmPP9Y22L71VujVS9tSaOxY2LRJq/+qVUtrSxEZSZZwU2Qz4IxKYG/hXgZ+NpBwczhvXPMGry6bw9QlL2DY0J/of6bTt7+L664+czVgg78YXGPtvrW2U3nNpnFNXXOvmXvUTb4//fTTsISEBP+vv/76L0B2dra+efPmye+9997WLl26uHJycnQOhyN06PM2bNhgXb58+YbCwkJ9y5Ytk3v37p0/ZMiQzBdffDH+lltuycvOztYvX77cMX/+/P9O5Ws6k6pUBkxRFEVRTplt2+D227Ws17hxYDDAtGnw/fdaw9UuXbRsmE5HfpiZbFmMI6EWxb5iBn0xiEJfIW9f9zYfr/uYKX89S9ju3vDFXNz5Vv5aEFXZr+6MaNWqlfv3338PGz58eLXvv//esXXrVlNcXJy/S5cuLoCoqKiQ0Wg87HlXXHFFnsPhkImJiYELL7yw4Pfff7dfddVVRTt27LDs2bPH8Prrr0ddddVVueU991yhMmCKoiiKciivV+v3JQS88AJERcH8+TB1Klx/PQwbBllZkJ+Pq0519ubvxFGnESEBI74dwfrM9bx17Vss2L6Apxc9TQ33leyaO4+6Dd38t8nBsr/h66+h9xkqATtWpup0SU1N9a5YsWL9/Pnzw8ePH1+ta9euBUKIY25CLYQo9+s+ffpkv/baa1Hz58+Pmjt37vbTMugzRGXAFEVRFOVQo0fDP//ApEnQuDEsW6ZNPTZvDs8+q01F7tmDt1Z1duftxJZUC53ZwuO/Pc7P235mUtdJbM7ezJO/P0my9RJ2v/AZ9Rq52bbRSWIidOwo6Natsl/k6bd9+3aj0+kMjRgxIueee+7JWLp0qT0jI8P022+/2QByc3N1fr//sOd99913ES6XS6Snp+sXL17s7NSpUzHAnXfemTV79ux4gDZt2njO6Is5xapUBkytglQURVFO2vz58PLLcMstWt1XejrcfTfY7fD661rR/YYNBKonsac4DWNMPIawCN745w1e/+d17mh5B76gj0kLJ9E6phM7n/6UyPAQ6btsREZJ0tIEaWnw009nLgNWWZYvX2598MEHq+t0OgwGg5wxY8YOKSWjRo2q6fF4dBaLJbRw4cLNhz6vZcuWxZdeemmDtLQ00+jRo/fWrl3bD1CjRo1AvXr1PL169co74y/mFBNSHjMTeM5p06aNXLZsWWUPQ1EURTnX/PcftGgBNWvCBx9o/b5uuw2WLtUK8lu3hi1bCNlt7DF78enBWqMuP//3P2774jYurXMpHap3YOLCibRJaI/+0w/5++fq1KnvYec2C8GgoGNHrY/r3Xdrlz8VhBDLpZRtyh5btWrV9ubNm2edmjucOffdd1+Sw+EITpw4MePQxwoLC3XJycnJK1eu3BAdHR2sjPEdj1WrVsU0b968dnmPqSlIRVEURQGts/2NN4KUWt2X0wlPPgmLFsFTT0GbNrB3L9JgYJ8d3AEP1qRarMtaz4hvRpAcm0z76u214CuxHS13vcriH2uQ2qaQbZutGAyCGjVgwgStvOxUBV/ni88//9zZsGHDlCFDhuw7F4KvY6lSU5CKoiiKcsLGjNH2dJw6FerX1zJgb76prYTs10/bbLuoiNykSPLy0wir1ZB0TxYDPxuI0+zkqgZX8cTvT9AqsRU3R73I2HuaULdRMRtWOrHZIBjUGufXqKEtqFTK98ILL6SVd/zaa68tvPbaa9ec6fGcLioDpiiKoiiffaa1mOjfH668EpYsgcceg44d4ZFHoLgY9u2jMD6SfXl7cMbXxGWQDPp8EAXeAvok9+G5P58jNT6VB1u9wEsPN8WglwQ8ZqQU+9uHtWqlLayMiansF6xUNhWAKYqiKOe37du1Oq+UFC1KysiAUaMgPl7bfBtg7148MRGkuTKwR8QRCnNy17d3sS5zHX2S+/DK0ldIiUvh2YtfYu7zdfhvk5PUlgF27jDg92vF9r16absZJSaq6UdFBWCKoijK+ay07isY1PZ51Ou16viiIm2boYgI2LsXv8PK7lAeFqMVfVw8E3+fxI9bf+Tqhlfzzpp3aBzTmBcvm8Yv30by7bwatO/k4u9FZnQ6aNoU7rpLW0QZHQ1hYZX9opWzgZqFVhRFUc5fY8dqPb5eeEHbWHvsWFi1CubM0fp/ZWYS1MEesx+dJ4ixVm3eXPMOr614jU41OvHtv99SP6o+L1/xCv/9a2bW5EbUqO1j22YrQgicTm0mMzoabDY19agcUKUyYEKIXkKIV/Pz8yt7KIqiKMrZ7osvtIL7m26CK66AN96Azz/XNt++8krIzUX6fKQ7BAFXAZakmvyStohHFjxCckwyS9KWUDuiNjOunIGrWM+0CY0oLjJQPUnPvn2CUEgLvmrXBqsVkpK0KUhFgSoWgEkpv5JSDg0PP2c3R1cURVHOhB07YNAgSE7Wut4vWgRTpmiB2L33alOQbjdZVklRcS62mCTWu3cy7OthJDoS2Zq7lRphNZhx1QxEyMS8V6uxcnEk3S8P8defegCGD4e2bcFigWrVtP6typlVXpf9s0WVCsAURVEU5Zj8fujTR/v83HNa0f3990ODBlpGzOsFl4t8Q5Asfz4OeyQZZj8DPhuAUWck251NkjOJWT1nYdXbWbrIzrxZtbigfYBff9Eqezp21ErL7Hat6N5mq9yXXFk2bdpkqlOnTsr1119fu2HDhsk9evSoO2/evPBu3brVKz3ns88+C+vevXu9QCBA7969azdo0CClYcOGyY8//ngcQLt27RoNHjy4RsuWLRs3aNAgZcGCBTaABQsW2Fq2bNm4SZMmyS1btmy8atUqM8C0adOir7jiirqXXHJJ/Ysuuqjhjh07jG3atGnUuHHj5AYNGqR8//33DoBPP/00rEWLFo2Tk5ObXHHFFXXz8/PPaEykasAURVGU88u4cVqbieef1zbZvvVWrTfE3LlgMkFRES787NW5cEoL7ugwbpl/A9nubHRCR7w9npk9Z+I0O9m5M8BLExoTHgFFhQaKiyEuDsaPP1DzFRlZ2S8YWDy4BnlrT20YGNHURftjb/K9fft2y+zZs7d37969+MYbb6y9bt06y7///mtJS0szJCUlBebOnRs9aNCgrL/++su2d+9e45YtW9YBZGVl6Uuv4XK5dP/888/G7777zjF06NA6W7ZsWde8eXPPkiVLNhqNRj7//HPnAw88UP2HH37YCrBixQrH6tWr18XHxwcfffTR+EsvvTT/mWeeSQ8EAhQWFur27t1rePLJJxMXLly4OSwsLDR+/PiESZMmxT/33HN7T+l7dBQqAFMURVHOH199pRXc9+0Ll16q1Xtt2wbvvQfVq0NBAd6gj92iEFsAQknxDP1+OBsyN2A2mImxxTCr5yyiLFHkFbuZ/VQKaTvNXHON4PPPtUWUU6ZoKx2joiAhQYvtzmcJCQm+7t27FwPceuut2dOmTYvr06dP9pw5c6Luuuuu7BUrVjg+/fTT//Ly8vS7du0yDxw4sEavXr3yr7vuuoLSa/Tv3z8H4IorrigqKirSZWVl6fPy8nR9+/ats337dosQQvr9/v3v9EUXXVQQHx8fBGjfvn3xsGHDavv9ft0NN9yQ26FDB/cHH3zg3Lp1q6Vdu3aNAfx+v2jdunXRmXxfVACmKIqinB927YKBA7XVjfffr/X4+uUXmDgROnWC/HwCQrJH5mMMhtDHJPDg4idYsH0BZr2ZKGsUs3rOIsYWQ4HbxU8f1+B/X0Vz7bWSr77SbvHQQ9o2kmFhWsd7vf7oQzpjKpCpOl3EIRGoEILhw4dnX3XVVfUtFovs1atXrtFoJDY2Nrh27dr1n332WdiMGTPiPvzww6iPP/54+5GuMXbs2GpdunQp/Omnn7Zu2rTJdMkllzQqfdxms4VK/3zFFVcULVy4cNP8+fPDBw0aVGfUqFEZUVFRgU6dOhV89dVX/53WF38UqgZMURRFqfpK6768Xi1F9fvvWgDWty8MHgyFhYSMBvZ6spBSYnSEM2PL+7yz+h1MehOR1khm95xNgj2BYp+LnZuimPlMLZo1kyxeLAgGoXt3Lalmt0OtWqrZaqm9e/eafv75ZzvA+++/H9WhQ4ei2rVr++Pj4/3PP/984pAhQ7JKzjMEg0EGDRqUN3ny5D1r1qzZP2X6wQcfRAL88MMPDqfTGYyOjg4WFBToq1ev7gOYPXv2ERt8bN682VStWjX//fffn3XLLbdkrVixwnbxxRcXL1u2zLF27VozaJt8r169+oz+jakMmKIoilL1PfggLF6sBV/Fxdr2Qq1aaZtsFxcjjUYy89Pw6ENYdCY+y/mLpxc9g0FnINwczqyes0hyJlHsK8ZbYGXKuPogBdHRgjVrtEL7ceO0NhOlGTBFU7duXc/cuXOjR4wYUatOnTre0aNHZwL069cv+5VXXjG0bt3aA7B9+3bj7bffXjsUCgmAiRMn7i69RmRkZLBly5aNi4qK9K+++up/AGPHjk2/44476kybNi3hoosuKijv3gA//PCDc9q0aQkGg0HabLbge++9919SUlJg9uzZ2/v161fX5/MJgEcffXRPamqq93S+F2UJKeWZutcZ06ZNG7ls2bLKHoaiKIpyNvj6a20foD59YOhQbRoyGIRvv9UiJSHIKcpkX6gQW0jHH6Gd3P7DcPxBPxGWCF67+jVqhtfE5XNB0MSMJ+vxwevR9O8P77+vbaz98cfgcGg9v+rWPfP9voQQy6WUbcoeW7Vq1fbmzZtnndmRHGzTpk2mnj17NigtrC9rwIABNVu2bOm69957jzrGdu3aNXruued2de7c2XX6Rnp6rFq1KqZ58+a1y3usSmXAhBC9gF7169ev7KEoiqIoZ4Pdu7WAq1EjbYuh+++HrCyYP1/bZigYpDDgYl8gH0tIzxpDNqN+Ho0v4CPcEs7sXrOpGV4Td8CNQM/iX+L58I0oevTQ9u8GrYQsLExb7Virlmq2WhEpKSlNrFZraPbs2ZVWm1bZqlQAJqX8CviqTZs2Qyp7LIqiKEolCwS0rJfHA88+C6+8AkuXwksvQbNm4PXiMetJ27cHo9CzjTxGLRxHtjubMHMYs3vOpk5EHXxBH0jI3hPBlEdqUKOGYNs2cLuhRw+tfl8ILcZTzVYP1qhRI1952a9169ZtqOg1lixZsunUjursoOJ0RVEUpWp66CH46y949FGt79eHH8KwYXD99eBy4Xfa2Z2xBaEzkObP5cF/nmFb7jZsRhuv9nyVelH18If8+IN+hM/Bi4/UIydbR7NmsHmz1mJiwgQtvmvU6PxttqqcGBWAKYqiKFXPt99qBfc33qhNNT77LHTpohXjFxURjI5iz97NeA2Q4crghW3vsiRtKWa9mTm95tAgugHBUBBvwItVF8bnb9bl119MXHcdfPON1l7itdegoEDbw1ttsq0cryo1BakoiqIo7NkDAwZAw4baFOSdd2qbMc6YAR4PMjKS9Mz/KAgUkefO46PchXy+5SuMOiNzes2hcUxjQjKEy+/CaQpjy4okpj3noF07+O47kBIefljLeDmdWgB2vjdbVY6fCsAURVGUqqO07svt1qrjJ0zQen998olWoOVwkOXOJj1vD0XBYn4vXs8rK+egF3pm9ZxFSlwKUsqS4MtJsDCWCffH4HAI3G4oLISLLoJu3cDng5SUs6jZqnJOUVOQiqIoStXx8MPw55/a57lzYeNGmD5da0tvMpGv8/PfrjUUBl1s8OxiwpJnEAim9ZhGi4QWABT7i7EZbFhEBC88nsTmzYL27WHNGm0285lnID8fmjYFq7VSX61yDlMBmKIoilI1fPedVuvVu7e27dCPP8KYMXDxxQC4Iuxs+PcvXPoA6d5sRi5+FInk6cuepn2N9to5PhcWvQW7IYxfv6jBvA909OihXVoIrXl+fr42uxkbW4mvVTnnqQBMURRFOfelpWl1X/XrQ+vWMHs29OwJd90FXi/euGhWbfoNl/Th8hQxaPFYAqEAD3Z6kMvqXgaAO+DGoDPgNDvJ3VmD8Q8aadBAa6AfCmkLKGNjtX5fdepU8us9R2zatMlUp06dlOuvv752w4YNk3v06FF33rx54d26datXes5nn30W1r1793oAN998c82mTZs2qV+/fsq9996bVHpOtWrVmt19993VWrRo0bhp06ZN/vjjD1unTp0a1KhRo+mzzz4bCxAMBrnllltq1q9fP6Vr1671u3TpUv+NN96IzM7O1teuXbvpqlWrzAC9evWq8/zzz1f6sglVA6YoiqKc2wIBbU/H4mIYP17bZqhxY3j+ea3dRGI8K//7i2J3IUJK+i0ejTfoZWjrodyQfAMAvqAPndThsDiwB6tz20grXq+2n2NeHjRposV3RUVaC7Fzre5rMNRYC6e0UUZTcM2FYzZS3b59u2X27Nnbu3fvXnzjjTfWXrduneXff/+1pKWlGZKSkgJz586NHjRoUBbACy+8sCc+Pj4YCATo0KFDo7///tt6wQUXuAFq1KjhW7ly5cbbb7+9xuDBg2v//fffG91ut65p06YpDzzwQObbb78duWvXLtOmTZvW7dmzx9C0adOmgwYNyo6Ojg6++OKLOwcOHFhnxIgRGXl5eYb777+/UncIAJUBUxRFUc51EybAH39oXe5ffBFMJnj9dQiFCMRGszJjFQU5aRh1Rvouvp9CfxHXNrqWYa2HAezv9WU324k1V+OlKU7+/hsuuADWrgWLBaZOhdxcSE1V/b6OV0JCgq979+7FALfeemv2X3/95ejTp0/2nDlzorKysvQrVqxw3HjjjfkAb731VlRycnKT5OTk5C1btlhWrVplKb1Onz598gCaNWvmatWqVXFkZGQoKSkpYDabQ1lZWfrff//dcf311+fq9Xpq1qwZaN++fWHpc6+77rqCJk2auB944IFab7755vYz+w6Ur0plwNRWRIqiKOeZH36Ap5+Ga66Bn3/WpiLnzYOoKAJOB6uLtpGT9i9Wo53+i+4l25tLhxodeLjzwwD7e31FmCOItyXy58+RvPQStGkDv/2m3WLSJK31RN26EB9fia/1JFQkU3W6iEN6dAghGD58ePZVV11V32KxyF69euUajUY2btxoevnll+OXL1++ITY2Nti7d+/aHo9nf6LIYrFIAJ1Oh8lk2r+RtU6nw+/3H3Vv62AwyObNmy0lwZqhXr16/lP/So9PlcqASSm/klIODQ8Pr+yhKIqiKKfb3r1wyy1Qr56Wplq8WGs90bw5AauZdaF09u3aiN3kYPBfY9njzqBRdCNevPxFhBD7e32FmcKItkVTtC+GUaO0pqqbNmlBV48e0Lat1u9L/d/+xOzdu9f0888/2wHef//9qA4dOhTVrl3bHx8f73/++ecThwwZkgWQm5urt1qtoaioqOCuXbsMv/7663H9Mr/ooouKPv/888hgMMiuXbsMf//9t7P0sYkTJ8Y3bNjQ89Zbb227/fbba3u93krv3FalAjBFURTlPBEMHqj76tFD22bo5puhTx/8IsRGfR4ZaVtwSCPD/n6YrcW7SHAk8GqvVzHoDAf1+oq0RhKmS+D//k+wdy84HFq/r9hYGD1a6/eVmgqGKjVndObUrVvXM3fu3OiGDRsm5+bmGkaPHp0J0K9fv+zExERf69atPQAXXnihu2nTpq4GDRqk3HrrrbVbt25ddDz3GThwYG5iYqKvYcOGKbfddlut5s2bF0dERARXr15tfuedd2JmzJixq0ePHkXt27cvHDduXOLpeK3HQ307KYqiKOeeRx+F33/XlibOmaOlqR59FJ/fwxann73ZO7B6AoxcMZn1BVtxGB28dvVrOEwOAFx+FzaDjQhLBPG2akx/Sc8332iB1urVWsuJp57S6vubNtWCMuXE6HQ63n///Z2HHv/jjz+cpcX3pebPn7+9vGvs2bNnTemfR40alQ1kl/fYzJkzd4eHh4fS09P1bdu2bdK6dWtXzZo1A9u2bdu/Ifhrr722++Re0amhAjBFURTl3PLTT/Dkk3D55fDZZxAVBbNm4fG72eYIsK8oE3NeAaNXPsfKvI0YhIGZPWeS6NCSHsW+YiwGC06TkyRnNZb9beDRR7XWEqtXa7cYOBBq1dI23E6s9FxJ1ZOSktLEarWGZs+efUpr07p169agoKBA7/f7xZgxY/bWrFkzcCqvfyqpAExRFEU5Lp6AB3/Qj07o0Ov02mehfT604PqUS0/Xphpr14bdu7WuqJ9/jtukY7vVS07AjcjJ4aHVU1mSo0VTT132FMmxyQC4/W7MejN2k50aETUozDNz551aW4m9e0Gn02q9brlF63LfoIF2TDkxjRo18m3ZsmXdocfXrVu34XTcb8mSJZtOx3VPBxWAKYqiKBUmpWRPwR6CMlhyACRSC7wkGHQGjHojJr0Jg86ASW/aH6iVBml63Qk20QoGoV8/rUCraVNYsABeeYWiarHsNnspNAr8+zJ5/J8XWZS1AoB72t/DJXUuAcAb8KJDh9VopbqzOvqQjXHjYN06bXVjZqZW5/XYY9rtGjfW+oApyumgAjBFURSlwor9xQRCAZxmZ7mPB0NBQjJEsb8YKSVBGURKiUCAYP+fywvUDs2mHRaoPf641hviiiu0vYHuuouCzheQpivGaw+jKGcXT/w9hd8ylwLQu0lvbml2C6D1+grJEE6Tk2ph1XCYwnjnHW27yJo1YWdJhdKoUVrxfd26Wsf7c1woFAoJnU535P4MymkTCoUEEDrS4yoAUxRFUSpESklWcRYWg+WI5+h1evToMWI86rXKBmohGSIkQ1AaJghAav2iDDoDBp0B+8LFRE6eTLB9O/Q//kjo4i5kD+lPVjAXYhPIztvD0388zS/7/kYguKDaBYzpOAYhBMFQEF/AR4Qlgjh7HJGWSNav1/q2xsRowZder/X+uuIK7Vj16loh/jlubWZmZnJsbGy+CsLOrFAoJDIzM8OBtUc6RwVgiqIoSoW4A268Qe8Rs1/HoyKBmpSSkAwhM9IJu304/qR4dOvX46ueyOqHbyerYCP62ET2pS1nzuIZLNy3BJPOQJKzOhO6TCAQChAMBXH73URZooi0RhJrj6WoSDBsGBQUaHs8Wq1gNMLYsVqX+zp1tK/PdYFA4I709PTX0tPTm6LaTp1pIWBtIBC440gnqABMURRFqZAcVw4mvemM3U8IgT4E0Xfcgz6/ABkXiy4k2Tr1MdwmHZHV6pPmyeTNpa+xcN8S7HobRoOJhy56CHfAjbvQTbG/GKfJiUBgNVrZ5tvBS09HsmhRBI6wEAG/wO0WPPCgn8hoqFFTj9NZNWKV1q1b7wOuruxxKOVTAZiiKIpyTN6AVwtmTkH263g4nnkR8+9/4mtUH+PmrWyb9jgZUWYsiTVI8+Uw6+9X+N/eP4gxRVIYLObJi5+iZnhNQOv1FWeLw2nW6r70wsAvP+uZ9VI4YREBCgv0IOGibvk0aJuBxyopMAjcOVodmklvwqg3YtQZMeqN++vTSmvVdKJqBGpK5VABmKIoinJMue5cDLoz+yvD9NsinM++hK9+XUyb/mX3yEGkNauNLb46GcFCZv89g592LqCmLZFdrnTGXzSeRjGNAC34MuvNWI1WEp2JGPVG9uwRjL8vBqNJUpBnwO4MYrNKho5wER/poE4tbTqydOrTH/LjCXiQSEKh0EGrPUFrMFoaqJUuJlCBmlJRKgBTFEVRjsof9JPvzd/fRf5M0GVmEXn7XQSjozBu/Y/s7hex/YbLsEXHk6338criV/h++080cdZlQ+E2bm8xmE41OwFanzKTzoTNaKNaWDXMBjMeD0x4IIzdu7SsV2x8gKx9esY9lk1snCQhQQu+oGTqU2g1ahylY0bpKs+jBWoSiV6nxyAOXvVpNVqPuphBqfpUAKYoiqIcVb4n/8w0WS0VChFx2wh0uXlInQ5X/ZpseXAItrBo8q06pi9+ie+2fkfryBSW567jirqXc0PyjQB4g150QofNaCPBkYDVaCUUgnfftPD9V3ZMJokzLEhmhoFr+xTS5gIfEREQEXH8wxRCYBAlv0aPI1AL+IuwCagR1/z4b6pUGSovqiiKohxRMBQk15OL1Wg9Y/d0PDsVy8JFhOw2AlYTG54di8kZSXGYlZeWTOPrLV/TIbol/+Sup1Vcc+66YCRCCPwhP1JKbEYbsfZYwixhAKxepefpxyIwW0IIncTjEdSq6+fW2wuxWiEu7vR2uy9tp2HSm7AYzMhAAcVBz+m7oXJOqFIBmBCilxDi1fz8/MoeiqIoSpVQ4C1ASnnG6phMv/+J86kXCERFIgqL2Pz0aHSJSXgiw5i27GW+2PQFF8e2ZVXeRqo7qzG+ywQMOgPBUBB/0I/D6CDKqrWcAMjLg9F3ReL3CbweHfGJAXxeHfc9lEtEpNZ09Ux0u5fASyYHX4b8ZAQ9FJQcXwA8e/pvr5yFqlQAJqX8Sko5NDw8vLKHoiiKcs4LyRA57pwzlv3SZWUTOXgEIbsNQ04u2+8fjC+1KYHYKKavmMknGz7hkvj2bCjYhlFvZGLXydhNdkIyhDvgxmFyEGYJI9Yeq2XE/PDUY042rDURCAhSmnvY+Z+J/oMLaNY8gDMMTvevCwm4gN1Aoq+Qh5zV+McUzS/bfuGHgJc+QNvTOwTlLKVqwBRFUZRyFfuKCYaC6I0nuHfj8QiFiBg8ApGVgy4YJOOay8i7tgehmBheWfka89bN49LEjqQV7SXXX8Czlz5NgjMBKSVuvxun2YnD5CDBkYBO6JASvvnSxHtvONDpJHXr+9iy0URKcy83DyrGaIS42NPX7V4CbiAb8AJmGaJr8S7s/gLuydqC6+fxOCMb8kVyb7qeniEoZ7kqlQFTFEVRTg0pJZmuTMyGM7MbteO5aVh+/QOQFDRryJ57b0dGRDB7wzu8veZtula/CL/fy4bCbYy54F4ax6UAWnd+h9GB3WAn0Zm4f//I/7YJHr4/Ep0OwsJDeH0CowHGTsjFZNLqvk5Ht/uyGa+00tcGmDy5IIO0Dbi5Iak13PgxdzfsqYKv85gKwBRFUZTDuANufEEfRv3p35PH9MdfOJ98jqDJiD8qgv+eGgvR0by+9WNe++c1utS4iDjhYGHWMgYn38JFdS8BtF5fFr0Fi9FCYlji/i79LheMGRlBXq6WCUtp7mHXdhN33pNPrbohwsLAcYo7apQGXrvQAi+BFngZARFwo/PnIvVWlhodfBlei8E1LmCOwcyCUzsM5RyiAjBFURTlMFmuLMz605/90mXnED7oTkJ6LXO17ckHCFZL4J1d3zBz+Sw6Vu9AK1t9Ptz1HZdX78qNLW4GDvT6shqtJDoS9/fUCgbhlRdtLP7DipSC7j2L+Ot3Gx0vdnHNDW4Mem2z7VNFAsXATrTAS4cWeO2v7wkF0Xn2IfUWlpqcPBBeh8nZa7gzdwMfAX1ABWHnKRWAKYqiKAfxBDxaJ/nTPP0og0HsA4dgyMxG7w+w44FhuJs34cOMBUxd8hLtq7XnqriLmL75bVpEJTOy470IIQ70+jLZiLPHYTfb919z0UIDLz8fDkgu6ORixVILEREhHnwsHykhPh70p6CkTQJFaIHXXrQ2YAcFXiWENwdkEHQG1hntTMndTP8lt1Nr81S6Br18BCw9+eEo5yAVgCmKoigHyXXnYtQdPPU4Y+kMFu1cdNCxRTsXMWPpjBO6h5QS8cwzOBcuRkjJ3r5XkXdlVz7N/YtnFz9H26S2DGhwA0+unk6SNY6HOz+CwWDCHzzQ6yvGFkOENWL/NTPS4f67IgkGIalGAKNRsm+vkbGP5RIWLomKOtDt/kSVDbzSOXLgBaVTj/lIvXbTQa4Meqx7ksiClcTu+xb2fE1X4IGTG5JyjlIBmKIoirKfL+ijwFtwWOuJ5vHNufObO/cHYYt2LuLOb+6kefzxd3MPyRDFv3xP4rMzkEBem2bsvfNmvixazpN/PUPLhJaMajGMSYufQS/0TLzoURz2SAKhAL6QD6fJSZQ1iihr1IFx++Ch+8NJ223EaJR0v6qIPxbYufqGIjp18WEynVi3+1KHBl4Gjhx4aS8yiM6ToQVfQhAMBZFp31Nt9wf4w1IQ1a6HhG4nPiDlnKfaUCiKoij75Xvy968kLKtjzY7MumoWd35zJwNSB/D26reZddUsOtbseFzXD4aCZO/aTJMho0GCJymO7RNG8q13HZP+fprU+FQe6jCWR39+mGxfHs90mEBCTG1CMoQn4CHCEoHD5Njf6ws4aKshgNuG5/PBW2FUr+Xn3nEFBIKQmHhi3e5DaDVeOYAfsAIVmZgV3hxAIoUOj9+NdKfRbssUpCUBY8EGKFgH6f2hZu/jH5RSJagMmKIoigJAIBQg152L1VD+PF3Hmh0ZkDqAqX9PZUDqgBMKvtIL0qg5fCymrDxCFjPbJt7LD+bdPPr3UyTHJPNY50eZ8edLrC/4l9FNh9GkZpv9vb7CzGHYDDYSnAkHdeZfs1rH5IcjAOh5XRF/L7JQXKRj0rO56PQQE3383e5DQCHaqsYMDmS8KlI+JgIudP583FJQ5CtCb7DQastT6AMudDIIpmhoPgWq9Ty+QSlVigrAFEVRFAAKvYUIIY646fainYt4e/Xb3HPBPby9+u3DasKOxh/0k1aQRuzLc4n6YzkIwbaxQ/kusZiHFk+mUXQjJnWdxCer3mdB+l8MqtObzslXgBC4/C4cRgdWg5XEsEQMugOTNwUFcPftUXg9ggaNfUTH+Vm5zMrgOwtp2CSA1Xp83e5LA6+dHH/gpV0gQNC1h4JAALPeTFRYDVK2z8aS+w8irCH4sqHV81C7L5yBVabK2UsFYIqiKAohGSLblX3EbYdKa75mXTWLMR3H7J+OrEgQ5gv6SCtIw7Z0BbWmzAFgz63X8E1LBw8uf5oGUQ2Y1HUSi/77lfc2f0L3+I70bXUL6PW4A25sRpvW68t5oNcXgN8Pj45zsG2LCZtdcvPgPD58O5yUVC+D7ywiFKp4t/tDAy8jxxl4oWX4XIU7CIUkSRG1cDoTqZ65ANvW1yCiOeSvhfp3Qlzn47iqUlWpAExRFEWhyFtEUAaPuOn2qoxVB9V8ldaErcpYddTregNe9uTvwZhXQOPbxyGkJKdDSz7r1YAHVk2hTkQdJl08iW1ZW5i67GWahzdkZLu7EBYrnoAHozBiMVpIcCQcFBxKCV99buSjd50gJGMfy+Hd17VU1+QX8vD5KtbtPgQUcHKBl5QSl68YnzuLeKOFalENkEYrMa4dhP0zGmFNgoJNENkamow5jisrVZkqwlcURTnPSSnJcmUdddPtEW1HHHasY82OR60Dc/vdpBWmYdIZaXTHWAx5BbirJzDvzs6M3vASNcJrMPHiiRR485n4+2QSLTE83GY0RmfkQb2+Ym2xOMwHt67ftk0w7v+iAcGAO/L5Z5mRfzeZGT8pl9jYIDbb0bvdh9BWNeYAQcBS8nG8PH43gVCASHMY0YYg0mDHLQRxQS9hS++CgBuM4dp0Y9tXQGeEkP8E7qRUNSoDpiiKcp5z+V34Q/6DaqtOltvvZk/hHsx6MzVefB3n0lWErBbeG3cl9+2YSbWwajze5XF0QseEBY+gRzCxxb04Y6vhDwWQUmI32omyRhFpjTzo2sXFMHxgFMVFgtRWXuo08PL1/DAuusRNr+vdCHHkbvelGa8dQCZaxsvO8WW8QKtpK/IUYDZYqBlZh1hdCCkMuIWeRCkJW/8k5P4Dkc3BtQNaTAFbjeN9G5UqTGXAFEVRznPZ7uxT2vW+yFtEenE6VoMV55JVJL74GlII3n+wJyNz3yPRkcRjXR4j3BLOgz+NJdOVxTPNR5NYI5mAkPiCPiLNkYRZwoixHRxJBYPw9EQ761abCQsPMnJMDhPGxOAMCzHhiXy8XqhW7fBu90EOZLxCaNmuE2mIHwwF8fjdmPRGqkXUxGq0IXwFBAKFeI1hVAOsad/C1tchqi3kLIHat0K1q07krVSqMBWAKYqinMfcfjduvxun2XlKrlfgKSCjOAOb0YYpv4j6t45CAPOHdWaY+Jo4RzwTukwgzh7HlEXPsi57Aw82vJ3kOu0IGQx4/C4iLZHYTXbi7HGHrcj85Wc9b8wKQ6eTTHo+m/ffdLJ3t5EXZ2VjsYaIiDi4230Qrbg+l5MLvLRWGC4AYh3xOM1h2thCfvzeDEIGO9UBs2sHrHwArDWgYCOENYZmj53AHZWqTgVgiqIo57FcTy5G/TEq1St6LXcu2a5s7CY7OgQNbhiKodjND1c0ZGC1v4mxxzLhogkkOhJ5b/W7/LJjAQNr9KJLw25IqxW330W4ORyLwUKCM+GwhrB7dsPIO2KQUnDXfbls/0/Hrz/aub5vMe07eRHiQLf7UxV4QZk6L2s0EdbIA+OSEo97H0apo5rQYwx6YckICHrAmgC+TGgzE/QnUl2mVHUqAFMURTlP+YI+Cr2FJ539klKS484h15OL3WRHCEH1h57GtuFfFjWLoPeFO4mwRfNI50dICkvil+2/8O7a97gs9gL6NeoNzjCt15fJgdlgJtGZeFg9mtsNwwZGUpiv54IOblJbexg7MpbqNYPcM7YAnx9qVAepgzy0qUaJ1rn+RIud/UEfXr8Hu9lJkj32oBYYAC5/IbZgEfEGJ3opYe0kyFsJcRfDvl+1uq+whid4d6WqUwGYoijKeSrPk1futkPHo3QFZb43H7tRC77CfviN2Dc/ZllNA1fc4CHcGsljXR4j0ZHI+sz1TF38IqlhDfm/RrchomNwBT37g68kZ9Jh9WjBILzwjI1/llqJjAoyekIuTz8WQX6enhdnZSGFJCoaXGYt43WygZdW5+XCpDftr/M6VGHIT4QnnVi9TbtP2jfw3xsQ0xH2LYSkXlC7/wmOQDkfqABMURTlPFS67ZDDdJReDccQkiEyizMp9BXuv44hI4u6Qx9gdTxcNtiA3RLG410nEueII6M4g8d/e5x4cwyPNBmKMSEBDwFMOhNGvZEEe0K5rTD++F3PrKnh6HSSZ1/O5NsvLSxfbGPI3YXUbeTHa4Lckm73JxN4ldZ5CQRxjkQcZudhNWgSKJSSKHc6sUKPEHoo+k+r+7LX0fp92apDyyknOArlfKECMEVRlPNQgbcAndAdcduhYwmGgqQXpeMJeA4EcaEQja+8lQ0RAS4ZYsJitvPEZU8SbYvBG/Ay4ddH0EmY2OhOnPE18RoEenTYjDbi7HE4LYdPhaanw/ABMYRCcO+DeeTmwYdvRZCc6uP6YYXsFpAYC1Zxcn2VjljnVUZp77A4fwGRgWKEMUyr91p2FwS9YIoE12648E0wnppFDUrVpfqAKYqinGeCoSA5rpyjNl49mkAowN7CvfgCPuwm+/7jdQbfzzb/Pi65XY/OZuPpbs8SaY1CJ3RMWjiJfcX7mNBgCElx9fHbLFqvL5OdKFsUEZaIw+7jdsPQWyPJz9PTobOHth3cvD4jgmAIRryQS3YIqkVDmPHk6ryKvYX7+3lF22PKDb5K21gkBn1EedIRBofWjn/tZMhbBfGXQO4KaPIARLY8wdEo5xOVAVMURTnPFPmKCBE64rZDRxOSIdIL0/GH/FhNBwK4mNc+IHPZQi4ZLAg67Lxw2RQctggsegvPL36eNfvWMLbhYFISmhKIdOIPBYiwROAwOYi2RR+WiQsEYOoUK8v/thAVHeS+Cbm8+baNTWstDJuUR1JCELsVHPZDR1gxB+q8zCSF1yi3zmv/WAA3UE1KnJ4MEEYQOtj9pVb3FdcV0n/Siu8bDD+xASnnnbM+ABNC1AXGA+FSyhsqezyKoijnMimltum24cSyX7nuXLxB70GZL+vqDfimPsclg8ATZuOli5/Bbo/CarDywdoP+N9//+PWWtfQNf4CQlFReEMBIq2R2Aw2EhwJhwWCUsIff+iZ8UIEOj08OjuTBesM/DAvnDZdPPS8wUUwBJFRJ/b6j1XnVZav5KMmYPXlQcClTS8WbYNV48BeDwq3gCkCWk+r2M7fyOMfuFLlVMoUpBBirhBinxBi7SHHewghNgkh/hVCjAOQUm6TUt5eGeNUFEWpakq3HTqR1Y9F3iJy3bnYymSLdAWFmG67nUsHgMtpZlrHJ7BHxmExWPht+2+8s/odLkvsSP/EbsioaNwiSLglHJPOVG6vL4C9ew/Ufd36YB5FxhBfTIvAagtx75N5eL0QG3N4t/tj8fjdFPuKCLdEUjOyDk5L2FGDLw/a1GMtwBr0gTcTDHYIurW6r5BfK7h3p0Gb6WCOPvYgpNSebww/vsErVU5l1YC9CfQoe0AIoQdeAa4AkoGbhBDJZ35oiqIoVZOUksziTCyG428M6gv6yCjOwGq0HghaQiFsNw3gsj5eCuwGprd7DGdCTUx6ExuyNvDC4hdoFtWE/6vRBxEVjcskcJqdGPVGEsMSy20Am++CwQOjKMjT07KLhwu7uvnpLSe7t5oY9UQ+VqfW7d5yHAk8f9BHkbcAi9F61DqvslyAQMt8maUEz14QBu3omomQtxqSroTM36DBCIi9qGKDCRSBKQZMYRV/AUqVVCkBmJRyIVqfvLLaAf+WZLx8wDzgmopeUwgxVAixTAixLDMz8xSOVlEUpWrwBDx4Ap7j7nwfkiEyCjMw6AwHBS7GcQ9x5UU7ybUJprV5mIiajUCnI9OVycSFE4mzxTKh3mCMYeG47EYcJgcmnYkkR9JhQaAfSPfDxOdsrPnbQnhUkJGTclmxyMhvnzvo1ttFu0s8GE0QHlGxcQdDQYq9hSChWngtEpxJhzVTLU8x2ibdNUo+48uDgEfraL/nS9j+NsR313p/RbaG5AcqOCAXGBxgOcJO4cp55WxaBVkN2FXm691ANSFEtBBiFtBSCPHgkZ4spXxVStlGStkmNjb2dI9VURTlnJPtysZkOHYAUt7zfCHfQQ1S/fPep3fkT+yzw/RG9xJfuyl+vcAf9PPIgkdASiY1uQunNQJPmB2zwYpJbyLeEY/NdGAK0w9kATtC8NOvej58Qev39fCsLPbsEnw6M5K4pCDDxufj90FMNOiO8ZtLSonLV4wv4CXOkUj1iFoVXvFZCNjQgi8DaO0lvPu0qceirbByHDjqg+s/0Bmh7UwQFZgLDXq086wJFawTU6q6s6kIv7zvSCmlzAbuPNODURRFqUq8AS9FviLCLMc39VXoKSTfk4/DfKBha/GKJQzd+jx7w2CO82biGrcjzyQw6Qw8+tuj7CvO4KmWY0gyReGJDENvsmAz2oixxey/vx/IR9s2SA9k7xBMui0GGRIMHJOHxRnkkxfDyU7XM+X9bIReEhUFJnM5gyzD7XcTPEY/r/JItOArEoij5BeSDIF7LwgThLyw9C6QAXA2gr3fQLtXwVbt2BcPBYAgWGvBSe48oFQdZ1MAthvtPx2lqgNplTQWRVGUKiXPk3fcU4/egJcMV8ZB2aPsbeu4/X/DyQqH99IuJPqqq8i0CmwGKy/8/QKrM1YztvndNDVVxx8eBhYzdqOdcEs4kdZIfGiBVz5a4GUHigrhoUGRFBfoSG3vocMVLhb9aObvH+30GVZI/VQfRgM4jxI7+oM+vAEPDnMYUbaYCk01liptsBoDRFMmG+DLg5AP9HZtxWP+Gqg9QJuCrH0LJF117IvLkDb1aK8FxzEmpeo7m6YglwINhBB1hBAmoB/wZSWPSVEU5ZznD/rJ9+YfV/F9MBQkoygDk860P4sUKC5i5Me3sSsM7lttI37AcLLsYLU4mLduHj9v+5lbG/elqz2ZgMOG32EhzBKGw+wg3B5LlhDsRAt27GjbBvm9MGOyg43/WHCGhxgxKZdd23V8OjuCek389L+7kFAQYmLKn7k70Tqv/c9Hy3wloAVg+28R9IBnnxZ87f4ctr8LiVfCni+0DFizx499cSm1ontrEpRp++FG6y2mnN8qqw3FB8BfQCMhxG4hxO1SygBwN/ADsAH4SEq57jiv20sI8Wp+fv6pH7SiKMo5Kt+Tj47j23Yo251NIBQ4UDMWCjF7Sl82RQb5v8XQv2Ef9jnAbA1j4c6FvL36bS6t1ZX+MZcQMhjxOO1EWCLR6y0IRzy7hY5iDgReAm2T7V++NfLRTCdCSMZMzaHIJfliTgSeYh1jns8lGILoGDAckryTUlLsLTqhOq9SAbSC++pAxEEXD4E7HXTmkn5fD4GjgdZuIuSDtrO1gvxj3qAITNEHrXjMB1oDvQHvcY1WqWqOawpSCKEDHFLKgpO5qZTypiMc/xb49iSu+xXwVZs2bYac6DUURVGqkmAoSK4n97iCk0JPIQXegoM26l7wzJ3MTUrn/r90jGx0K2t7XYjOGcbmnM288NcLNIttyv/V7geBEK5IJw57NIU6EzZnIgadATsHF/pKCf9u1DF5hDbpd8OwAqKT/PzxrY3Vf1kYNj6fhJoBrFZwHLJfuNvvJiSDRFijjqvOq6zSBqu10ALCg3hztEBL6GDZcJBBiGoNO+dBiykQ1uDYNyhnxaMHuAotw7AB+Axtqkc5Px0zAyaEeF8IESaEsAPrgU1CiDGnf2iKoijKySryFSGlrPC2Q6V1X2Wbrf435zkejFhOt60wqOcjbOjdhUBMDNnuHB7/7XHi7HE8kjoSkz9IXridQFgsmXoDYWGJROpNWDh8lVVeDoy/LQp3saBBqpfLbixizw49n74aRosOXq66uRjEwd3uS/t52Yw2akTUrlA/r/J40LJf5QZfQQ94s0Bng9WPQ/46rd5r50eQ1AtqlZs/OPwawnDQiscg0AdYdNyjVaqqivyLTC7JeF2Llp2qCdx6OgelKIqinLyQDJHlyqpw9isYCpJemI5Zb94fsBV/9yV3FX5AzXx4qv5wMlPr4gq34RchJvw6gZAMMfGCcVg8IfY4LBRFxBEQBmrZEwgzWMpd3u5xw4vjnfy30YTVLhn5ZC4FhfDRtEiMRrjv6Vz8/gPd7g+t84p3Jh5XnVdZ7pLPtYDDFlTKELjStOnF3Z/Djnch6RrY/Zm22rHlc8duIRHyo614TNq/4lECQ4Cv0H7pNgaeB647oVegVBUVmYI0CiGMaAHYy1JKvxDirNzISgjRC+hVv379yh6KoihKpSv2FRMIBSoUgEkpyXJlEZIhzHotNBGr13D/4scpjoF3/L3wXnwRuWFgNNt45NdHyCjKYGKXiVh8FnaaJNaoWCKNFqJtsdjNjnLvE/DDlx9Y+OZ9JwAjn8glSIg/v3Lw71oTY1/MxRERIiwMzBZJsbcYndBVaN/GY74fgAmt6WS5v/w82VqbCddeWP0QOBqCLxt8OdD5czCW/5r2kyFtm6FDVjw+DLxRcs+awFtAIuUEgMp5pSIZsNnAdrTayYVCiFrASdWAnS5Syq+klEPDw9UeW4qinN9KA6qKrnws8BZQ6CvEatKCNUNaBlPn3M7SavBSeisiru9PpgNMFifTl05nVcYq7mg3ihhDEgUEcETH4jTZibBGEWaNKPceoRCsXKrnxbHa45f3LaJWspes3Ua+fMvJxb1cdOzhxmAEs92Ny19MpC26Qvs2HksRhzRYPVTArQVbAMtGACGIvxiy/oDksRDZ8ug3OMKKx2nAkyX3jAfeBcKAY4RyynngmAGYlHKalLKalPJKKaUEdgJdT//QFEVRlBPlDrjxBX0V6v3lCXjIdGXur/vSFbv4adwNvN0syAPbEkkZMBrrJ1/iWLOV9zZ+yk/bfuLKlH702mqhxZufYY6MwG6LIMwcToQ16oj3ydgreGxYFD6foEY9P9feXoDfK3jjqQgiY0IMn5CPy+PD6izAbrZRM6IOUbboE6rzKiXRMgbhQBJH+KUXCmoNV3VmWPM45K+HunfAf29CbBeoP/zYNwoUgfngPR7nAf+Htp1RJPA2EIXWayzyhF+RUlUcdxsKqVEtTBRFUc5i2a7sCtVJBUNBMgozMOrNBIUOTyDArjv6MraDiyt322l3x4tscBrZ0rIRgeee5sNVbwDQOi1I14deIqNFIxwRCViNNqIdcUfMUhUVwdP3hbN3hwGjEUZMyiEQhG/fdpK2w8i9T2fjFflERUGdOK3O63gbxx4qhBZ8xVCmu315vNnaSsc9X8GO96F6b60GzBgGbaYfu+4r6AKjE8zR+w/9hFYsbUTLvM1Fm/qMKBmPopxNnfAVRVGUU8AT8ODyu3CanYc9FkRbARgEvFKyq3gfhUj0eiNCShLvHM6gC9JokK/n9t4voLeZCVgC7G5Vjwl9BfUzBbfp2jJi2rf8/NgwPD0ux6wzE+dMOOJKS58X3n3Zxh/faRm2QWNycUYF2bHBzI8fO+g5IJf6LQuJdSTRoLoTne7k90oMotV8JXCMbFPApdV4udJg9XhwNtbquFw7ocP7BwVV5d+oZMWjJX5/oLYMrWgatABsNtAIbdrxqIGgcl45YgAmhEiUUu49k4NRFEVRTl6eOw+hM+ChJNAq8xHgQABQ7Mknz1dMmNmBHqjxyJPcVHMFIR08eNEkzDHxZFgC6HRGpv/xKG4RYEqoB9dM+44Vt1xB8ZWXY9YbiQ9LRK8r/9dJMAiLfjHy+jPhgKR9NzfNO7shKJjzRDjV63kZPlZiM9amTg39MTfarogA4ELLOB0egpZROvVICJbfDUhIuhI2vQAN7oK4zke/UcivPddWY/+Kxy1Ad7QeYzq0GrCWaFmweFTwpRxwtG/1uUKIxUKIp4UQFwshzvpsmeqEryjK+USiBRtutO10MoFtQT+rvfmkGyzsBtLRpuECaCsAHWgrqvR+Ny53FuEmG3qg2qvv8Vjhp6yNgwfrDye2ehOybSD0Bj5a9QZbstYzJuJaLn/nd1bcfDnJ3ywicfl64pyJGI8w1SklbP9XxxN3R4KE6Pgg/UbmozN4efM5O0X5ep6cocNhiiIxQY/x5GYcAS3w8aCtNjxq8AVav69QANZMgoINUP9u+HcWRLaCJg8c/bkyCCEP2KqDTht4OlqBdAHa380UoDNar7FEzq69/5TKd8SgSkp5hRDCAlyM1q7kOSHETuB74Hsp5c4zM8SKU53wFUWpikoDLX/Jh6fkw1fymETLrOiBAk8+VqHDfpS6pWAoQGZRBia9BZ3QEf39r3zxvxf4+FIY4byc5indyQsz4cfLyt1L+GHTF1wf1pHx47/mf+MHUdDjMoqu6sGFIyfy31vVKOrcsdz75OXCpLsjyMvWskNDJmQRNOaz+o9olv0SxsjxUK+hEasVnMeMlo7Ng1b3VW6Pr0MFisGXC2k/aB3ua9wAaV+C0EPbmXCEjB5QZsVjtf1bEuUDlwBpJadMBnqgBb1HLP5XzmtHzWpJKT2UBFwAQog6wBXAy0KIBCllu9M/REVRlPNDCC3QCqAFV260oMJ/yHmGkg8bB09pBUNBitw52Ez2I95DSklW8T4AjHoD9lXr2PvMGB7pB5eLRvS64A5c4TYKZCG5rizm/D2VRjHJjF2XyC8Ptybvss5YHBEEL+3Gf29Vw75iVbkBmMcNM59wsuZvLUC5dkgWCXWLscvqvDPFTot20H+o1poi+hhlVhXhLnkvaqIFPUcVCmp7PRbvgjUPQ1iyFnAVbND2ebRVP/rzA0Vgjt2/4tGL9otxI1owPA64Aa3+qxpaYKwohzquaUUp5X/ADGCGEOLE2hAriqKc50oL4Q8NtMouLy/NaBmpeMPOQq/WovFo/bIKPHl4/C5sJgfGPelE3H47Vw0I0TgQxfBuDxOICicHbfuiqb9PxmKwMLLJENY1NKCPjsURGYvD5CTMEkFR547lBl/BAHz7iZn5c5zo9JIGzV1ceaOOhJjaPHKnFo48Pg18PqhWDQwnWeByzAarh/Jmgr8QVozSvq5xA6ybCLVvhmo9j/7cQLEWeJUU5wfRNtb+q+Thu4BBJeOoXtHxKOelE/7ekFL6TuVAFEVRqppAmQ8vB6YOyxbC6zgQaFWsZWr5QjJEnjsHy1G63nv8bnJc2dhNdkRhMU173UTnG/wYDCYevGgipph49uk8CKnjtb9fIKMwjYdajcUeNCIjwnFGJ2HUmYiyxx4xyJMSVq/Q88LYCIzmEGYz/N8jJhKi7Hz3IaxaAo9OhcgYiIgAa8X3CC9XEVpNWwIVzDQFirXNttc/DQUbIeUR2DwNnA2h2eNHf27QrXW4L1nxKIE7gG9KHh4A3F0yjupof6eKciQqOFcURTkJEi0L4kcLrEqDLG/JcTiQzdKjZbNOMuYoV7G3iGAocMQALBD0k1mYjsVoRQSCtLuiP7dcUsDWKHiqxVji4uuTa5IEAgF++fc7lu76g/4N+tLAXJ1AuJPouNpIOGq7CYC9aUEmjojC7xUE/DpGT4aERB3Z6fDaC9D1CuhRsgli5El0I5VowVcEEEsFa6xCAW3V455vYeeHUKMf7P1OayXR7lXQH+VvJuTX7mpNgpLXPx54s+Th64CxaH/HNajANKhy3qtQACaEsAI1pZSbTvN4ToraC1JRlNPleArhDWhB1plqOSClJNedhfkIwdf+ui8hMEho1W84U2rv5puGcFe9gTSr3Z5ip5kiTw47crcy75/XaRvXlstjO+N3WImJr0NAhkgMq4bhCM1RQzJEdp6L58YmsHOzlsu78kZo1QEcDhg9EMIi4KFntanH6tU54ZYTIbTgKwatq3yF32dvJuRtgnWPa3Vf5nDYtQxaPAvOBkd+XumKR3ut/SseXwKeKnm4O/A4B4IvtcejUhHH/PYvCWpWcqAQv4UQ4svTPK4TovaCVBTlZIXQgioXkAfsBf5D6+/0H7AbyECrOxJohfAOtJYHDrTAy8iZ7ffk9rvwB/0YjrByL8+dizfgxqI30eS+x/k1fwVPdoYesZ3p2eBafBFh5HhzcPmKmf7Hk8Rb4xlSrz9em4nopPoEZYhoW8wRs2tuv4uC4mK+frMav30ZhtkCtepD/zshPBxefxG2bYIJL4LJAjExYDnB+dYgWvAVjxaAVfh99hVCcRqsvF97Vu0BsPU1SOoJtfof+XlSatOWlqT9Kx7fA+4pebgjWiBmQlsAcDLTyMr5pSIZsMeAdsCvAFLKlUKI2qdvSIqiHEnoJJ9/OoKCc7Wx5OkqhK8MOe5sTIbyR+j2ucj35GDTW6n1/GxyFn7DoNsh2VaHEc1HEIqLJceXAwheWfQ0Hp+LB1v8H8JqJzKxPiBwmB18GlaNlJCftsED5b9/IVgj9AzR29m4PIbZk404w8HrgXseg+gY2LwGPpoLNwyENh3BaNSCshNR4QarhwoFwJMGG56Gwk3QdBJsngqWRGg55ehbDQUKwRIHJu2OPwIDSx5qATyPFoRX4/RMLStVV0UCsICUMv9kdqFXFKViQhy8VYwfLTjwlnwOcvwBjyz5fCr/BZ+Oa5YSp+G6h16z9H0+1YXwlcET8ODxu3CYww57LBD0k1mUjllvIf6jL4mZ9Rpth4HNGsb4VuMwJVYnJ1hMMBRk/sq32Jy1nrsbDyEqIglnQm2MRjM6dETZY0kJ+RlnieRpTy4t/S7+Ah5zVuNlGaToXxMP36lltwrzYdgDUK8xGHQw8T6oUQdGjte64iclHXtrxfKU/juoiRbwHBd3BuyYD7s+gZr9Yd//tCasF32m7fd4JIFiMIWDSStWWwpcg/a90wity30YWvDlON4xKee9igRga4UQ/QG9EKIBMAr48/QOS1GqptI+T0EOBFilW8SUbGoCHKgn0nEgOLBQtZs5ymOfcsqueTqCvMqS587BoDu8LiskQ2QWZSCEIOqPpTR9YDI9boY9EXqmpI4hunojinVBir1FrN69lO83f8HlSZfSIrEN9ria2K3hBII+4sMT0QkdbYM+nvbkMs4SydXAV9YoZiNoWqDntqGQlaHN1l3QBXr01lY4Tr4fsvfB3K8AAXFxYDqB6vSyDVaPO0D2FUD2Mlj/JISlgK0a7Hwfkh+EqFZHft4hKx43A5eWjKUWMB2t/iyJ48zGKUqJigRgI9EWe3iBD4AfgEmnc1CKcq4KHvJRNntVGmCVBldwcIB1Jou2z0ZqevT4+YI+Cr0FOMvJfuW7c/EFvURt2Um7Afdy/2XwS124r+HtNG7QAa/NRE7RXrILM3j17xdpEFaP6+tfjyUuCacjGo/fTWJYtYO2GWob9HGNJ4+3bDHcA7TxwORHYclCCI8EowmGP6h1tf/tB/jxCxg2Guo34YS73R9Xg9VDhfxQuBVWjdFWLta/U6sBi70IGow4yvNKplmt1UDo2Iu2pVAhWu3ZK2hbCyUCquJYOVHHDMCklC60AGz86R+OopzdygZXpbVDpR9+Dp8iLA2wzvSqOOX8UODJK7fwvthbRL4nF+e+fDpcN4x3k/28dCFck9id7im9CTqdZBftJRDwMW3hZMw6E3emDMESV41IZzwev7vcovvFQscXlgj+T0reRuD9Dd6cDgnVICMNHn8ZEquB1wXPPgQpLWHgXdp/Ok6k272LA93kj7tnkpTgStcarBZugeZPa5tsG8Og9fT9rSQOf15QC8DsNUFnIB+4CG3hRQRa8FUbre/YSXTRUJRjf08LIdoAD6F9z+0/X0qZevqGdWJUGwrlZJUNrkozWKVZrJIuQAcpzV6pDJZypgVCAfLdeYdtO+QP+sgqzsBa4KHj1bfzT3gxw64RNA9rxJDWdyGjIsn35CKDAd5Y9CLpxemMSb2HyMT6REck4Qt4cZidOC0H53aW6ow8ZI3k5VCArnozsRvhkdYQdh2kfwo33KYV2YeFwcj+4PfBxGngD5xYt/vjbrB6KH8h/Pcm7P4cat0MWX9C8X9w4ftgiS3/OaUrHkv2ePSg7e+4tWQs04GGQBwQdSJjUpQyKvJP4j1gDLCGk1+EdVqpzbiVo5EcXoNVGlx5S47LMufqOHiK8NB9986UGUBztOXupRYBq4CjTKIoh6hq72OhtwAhxEEd6UMyRGZhBnqXhwv73kVBUSbX3mUgwhLBQ20ewhCXSKG/mGJvAb+u+ZwlGUvoW6c3Deq0JTayOsFQAIPOWG6n+1UInvMWcIk1ir1p8E4fMFaH4lbQOBVuHa4FXx+/AcsWwYNPQ2zi8Xe7L22wGo4W6JxQ3WPID+m/aN3uw5tBWCNYMwHqD4f4Lkd+XpkVj0GgJ7ACbQXsVCC1ZEzH1f5CUY6gIgFYppTyrOz7pShllXYkP3SKsLQGqzTAKluDpefAFKGJs/OHanPgTmAWWvCwqMzXSsVVpfcxJEPkuQ7fdijXlY3flc+Fwydg3fwvPYYaybELXmz9IOE1G+CRfnJdWezYsYoPNn1Am5hWXNqsNzFRNRFCRyjo3190X1YgFOBmn4uakXXIz4fH74NNayGpAPL+gHvfBWcYpO+Gl5+CjpfC1Tdpzz2ebvcSrc4qmpMIcqSE/C2wcgwIAzQcBf/cC5EtIHnskZ8XKAJTBJgikcAtwP/QfkZMAdqiddyPO9FxKcohKhKAPSqEeA3te9FbelBK+elpG5WilOPQAKu0RUPpRwAtw1X2h+O5EGAdS0e0IOFOtL3m3uZAEKFUXFV6H4u9RYQIHRQoFXuLKMzPoOVjLxP/29/c0dvI3/F+Hmo8iroN2hM06MkpSMeVtZdXVk0nzhrLrW3uJCaqOmaDmWJf8WFF96U8PheJYdVxu/TMegG++hAaNYNNa+C+SVCvIdhtcOdwsNnh4eeOv9t9aXf7eE6ytsqXB6vHQdG/0OI52PyidrzNzP1d7A8TcIPerGW/hOB+YB7az4sn0b5HYkrGdi7+DFHOThUJwG4DGqPVQpZdJa8CMOWUKhtglW2QWZrFCpTznNL6KwNnd6PMk9URLWiYitaB+1wMGs4GVeF9lFKS48rCbDjQkMEX8JKZs5NGsz+izryveKW9nrnN/PSt0YvOLXojzWZyi/YRyMli5j/TcQfc3NN+HEnxDbGZ7BR7i47Y6d7td2M3O9GFHHz4LkwvWQO/aS1c0lPb19HphBnPwOZ1MOV1sDmOr9t9aYPVJLS+Wics6INN02HPV1D7VshbBfnroc0srai+PCGfFlWVrHh8BigJ2XgErQYsFm3FY1VuA6OceRUJwJpLKZud9pEo543SFYPlTRGWKluDda42yDyVFqFlbO4p+dyBczN4qGxV4X10+10EQn7MRu1fREiGyMrdTbXPfyL5xdf5rbbg/3pI2kY2Z8AFI8HhoNCThyc7nc82fsym/C3c0WI4jWu1xWl24va5yi26BwiGgoRCQRz6OL7/EibeA3UaQNpOiIyF/3sYbDZYvxLemQFX94MOlxxft/vSfTVPqMFqWVJC+v9gwzMQkQqRreCf+6DWTVC91xGeE4SQF+y1QWfgbWBcyUP3AVehBV9JqOBLOfUqEoAtFkIkSynXn/bRKFWeD9jBwY1G9WjTg+dzgHU0ZWuVOqIFDWW/ViqmqryP2cWZB207lJu/F8eC32n74HPsDIfrBlpIsIQxruOj6COj8Pjc5KXvYPWuJXy3+0cuqdmNS5peS7glAm/Ai0FnJNIWc1jRPYDH7yLclMCSP4w8NAxiE8Dj0T569IawSNALGD8CEqvDvY8dX7d7L1rG+4QarB6qaAcsv1ubZmw0Gv65B5z1odkR2lZKCf4isNcAvZlvgEElDw0BbkCbdqzGCa7CVJRjqEhQ3wlYKYTYJIRYLYRYI4RYfboHplQ9EshE+6ZzoC3rtqIFX+p/l0e2ioODhNJaplWVNqJzU1V4H91+N76gd3+dVlFxLqHFi7hoxON49CGuvCsSrwEeu/Bx7Ak1CIaC5OzdSnbOLuZseoN6EfW55YIRRFijCMoQwVCAWGc8et3hIYY34MGAja1rwxgzGAxGSKqtZb969oW+g7UVjk+MhfQ98Pg00Okr3u3ejfYz4ZRsYO13wfKRULQNmj4K/76stZNoMxMMR1iCGSgEawIYHfwFXFsynn5oez3GAjU4gf5jilJBFfne6nHaR6GcF4rQVjidVI3Heai8FgkdObeyNmeDqvA+5rlzMOi1QnKf103hP3/R7Y5H0Pl83Dwyng2mfTyW+iA16rRCAtnpW3EXZDN9/SzMBjN3dx5PfHg1BAKP33XEovuQDOH1+nGlV2f0YEFRAXS8DH78HPoP07rbWyzwv2/g64/gtpHQpHnFu9270H75VOcUBDhSwsbnIe1rqD1QK77PXgKpT0F4k/KfEyjW9nc0RbARbYuhAHAF2vdJDFpgeISSfUU5JY6YeBBClP6eLDzCx1lHCNFLCPFqfn5+ZQ9FOUQArZO0/VgnKopSLm/AS7GvCLPBQtDvI2fDUi6+YzymgiIm3hjP59EZDKjbhwuaXw16HfmZu/Dm5/D21g/Y60pnWIfR1I9NRq/T4/IVE2WLLrfoHqDY46I4O5aHhprYuQ0uv14Lvi7pCUPv11Y2uopg8mho1BTuuFeLgyrS7b4YbcHMKcsuZfwK65+CiOYQ2xH+nQ2JV0CdW8s/P+AGvQUssewWggvRsnGdgLFoLTBqcwLbHinKcTrazM/7JZ+XA8tKPi8v8/VZR0r5lZRyaHhFqz+VMyar5LOqpVCUE1PgyUOvMyCDQfL+W0f7YeOxpe3jiwujmJiyj04x7ejXcSQYDXiyMyjMSeO3jD/4e99SrmvWn4vqdsOoN+wvug+zRJR7H6/fR262kWfvj2TVUrhhEHzxHqS21ZqrCqGtcBx/F7iKYeJ0CAQhIeHo3e5Le3w5OIV1Ve50+PsO0Jm0zbXXPqZtnt3yufKL0IJe7bg1kVyhox2QB7QEHkMLvupStVdUK2ePI/5zkVL2LPlc58wNR6mKXGg/5NTUo6KcmEAoQL4nD7vRTvGebaTcM4GoDdtYX8vBrVd4qGmpxv2XTERYrQRys8nO3M72ot188O/HtEhqy62th2MymI5ZdB8KSdIyPLw1uT4LfxD0vQO+/ACSasGkV8BkhthYeGcW/PkL3D8REmtoKx6P1u3+lDRYPVTQD38PheJt0HIqbH0VPBnQab7WUPWwFxcA6Qd7LVw6AxcAe4EGwFMl46qHWgyknDnHrH0WQvyvIscUpTwhIB2t2F5RlBNT4MlHh8CXuZekRyaT9McK8pxGeg61gxA82vVprBGxhPLyyN63nYKgi1fWzSLaHsf9Fz+O1WQlEAoetegeID3LxWczavDV+wau6Q+/fK0FXU/OgvAIiIqClcvguUe0fR97D9CyXlFH2RgxhBZ8xaMVtp+S4EtK2PgipH0FdQaCNx0yfoHGoyG6bTnnhyDoAls1AnozFwNb0DJxU0vGVQ/1c0o5s46YARNCWNDassQIISI58O8mDK0tiqIcUw5a/Zf6X6WinJhgKEieOwdjoQvHi1Op/+lPBHVw7di67PBvZnLHJ0lMagz5+RRk7sId8jN7/Wu4gi4evuR5Yh3xSCnx+N0kOJPKLboHyMkJ8OXb4bz3sp1Le8LaFVCQB1PegJp1tOL6nf/BiL5al/vuV4Pff/Ru9wG0+qqTbrB6qMw/tenGiOaQ0A3+vh1iOkLDu44wkCKwxCMNdnoCS9Gyca+gBV8N0KZGFeVMOloN5DC0foVJaHVfpQFYAdr3raIclQfIRv1gO9XkMb4+keOn69yjHT/Zaxzt3IpkWUr70JX2otNX8HlnWrGviFBeLpZ3PiBlhlaaO/KhdvwWWMLQ5Ntp1eQyKCzElZ1OIW6+3P4lG/M2cVfHB2ma0AJgf9G91VR+q9OiQvjuM8HcJ2Jp2wny8+C/zTD+eWjeRptezMmCu28CrxtGjoeuV2lF90fqdu9H6/NVnVO8+MaTDX/dCjqz1nJi5Rgw2KHNdBDlZPYCRdqKR3MkA4Ef0H4mvYqWlWsIVGDhpqKcckerAXsJeEkIMVJKOf0MjkmpAiTa1OO5uv/i2SiItoKsvH+0R6olKO+9F+UcL+/Y0Y4f6X7lHT+ea5yK+5Ve52jHS7e98nNgT1E3B/ZaKz2nbJBWNlA7U6SU5GZsw/ndj6ROfAmAmcM7MNPwJ5cmduG69kOhqAh/ThY5oSJWZazi210/0K1hL3om9wbA43Mftei+uBgW/BTklQer0yBZEB0P38+HIaOhWy+tq73bBaNuhj07Ydp7kNpGm3qMKP+S+7cOOyU9vsoKBbVsV/F/0Go6bH8HirbChe9oxfeHCrhAbwVLLGOAd9AK7EuDr0aAWrKlVJZjrgJWwZdyIvLQfgir/1meGhIt+DrlUznKQUIlH6V7koY4EKCVBmseys++lW78Xvr5VDQXduWkI379lWb3PY6QkgVXt+L+xOU0sNdl1GUTES43odxcsmUhGQV7mLPpTepFN+buTg8ihMAX8KHX6Y/c6d4NyxcLnvu/JGLioU0neHcm9OoHt96pTS0GA3D/bdrej8++Bi0v0KYgExPLX2joRgtca3GKWzlICZumwZ4voM5tECyA3Z9BvWEQf8nh5we9IHRgTeQ5oeM5tF94M9FaYDTkJDf9VpSTpJr8KqecD9iH6vl1KhWj/bJQwdfpVRo4HesHY9kArXTz+LLZNA8HZ9PKXl9wIJNW+nV5ZFERBX/8TKu7H0bvD7CtVQNuuXA3lpCFCZe/gNkvIS+PfDwUFefyyqbXMBnMTOg+BbPBTCAUJBDykxReo/xO9x5Yv1rHk3dFYzQIrh8geHkytOusbSkkpRaAjRsKyxbBYy/BRd3A7dbqvsrrdn9KG6weKutvWP0QRLSAalfB4tu0PR9Txh1+bpkVj2/rDIxBe6+nAXXQar5iTvX4FOU4qQBMOaUkWsNVA2p7oVPFgzZtElvZA1H2q8hUZOk0Z9lAzc/BgVqAI2TT3G4C/yyj8dB7MRa5KKwRT7+bjewryuaZy6YRa4qEnFyKdUEKCrJ5e8d89hbtZVKP6cQ7k0qK7l0kOMvvdO/3wX9bBZPviqQwT8/IhwXTJkK9xjDpZS3wMplg0v2w8Eet3cRVN4DLpWW+yqv7KkJbRZhUgffmuHlz4M+btbqvZhNh9XhAQpsZWg+wskpXPNpr8r3ezG1oQe5TaFOODYE4VGmEUvmOtgqy1dGeKKVcceqHo5zrCtH+F6ymHk+N0uxKdVRAe64RaD9gK5JNKzvtGfB4CGzciOn2wdj2ZeMPc3D7mKYszfkfd7a+lzqxTXHl5hIw68jM2cPC3KUs2fMnt7YeTpsa7QFw+4uJssWUW3Qf8MPu3fDU/0Wye5uJ+yYHmPOskfBIeHoOmC1a3deLj8O3n8CQ++CmO7Rasbg4sB+S2i7t8RWOVld1yr9PQ0H4e0hJ3dc02PUJ5K+B1i+D45A2lVJqRffWBJYYbPQqeW8fBloD9YFEVPClnB2O9rPh+ZLPFqAN2p61AkgF/kbbuUFR9ivdbqj8dVbK8Sqt+6qO2halKivNphkBvF7YuhX/iGEYtvyHNBqY9ujlfJIzn+trX8nARtcSysoiYDGzJ2cnaYEMPl7/Hm1rXsR1rW7HhVZ0bzE60FsiKObA6k49QBDSM+CFsZGsXWLhrkeL+WC2HZ8Pnn8TYkvq2N+YDh/N1TbcHjZaC76ioiDskDnw09Jg9aAbSNg0HXZ/CnUGgZBa4X3NvlDjusPPDxaDKYpNpgi6oP1MGgV0RutwX/10jFFRTtDRVkF2BRBCzAOGSinXlHzdFBh9ZoZ3fIQQvYBe9evXr+yhnJcyKfODXjlpRWi/1FQbj/OEzwc7dxJ6cBzGxUuRQvD1I315uOgjWkQ24YF292HMykJaLBTlpeHW+5ixdDqJjgSmXDIJpxB4Aj5COj0J9lgQghAHFhD4QpC2D2Y/EcafP1jpc08OC76JZO8ueHQ21EjWzvn6fXjtBbiyN4yepE07hodD5CEV6yG079E44Ch9WE9O1t+w6kGt7qtGb/j7NnDUhdTJh58bdIPeSrollrZoU/cDgKvQ9nashcoiK2eXinw/Ni4NvgCklGuBFqdtRCdB7QVZeYqBfFT261Rxo72XFdjbWKkKAgHYvRv5zDPovvoagH/u6s0w/bdEmJw82+UJjHn5YLVQXJBNnjHEC+texeV38Xz353GanARDQYIhP9WdCdh0emxowXsUECfBkAE/znDww3sOrrs5h9yNYaxfJhjzMFzZBYwe+PUrmPY4dOwOo6dCrg+wgzkaioVWXuBBW+FchFbvddqCL082/HWLtnF208mw7knwF2h1X4ZDftIEvYCgwJpEMyEoBHoCN6Nlveqigi/l7FORIvwNQojXgHfRMs63ABtO66iUc0oQtd3QqVRamJ2Ami45LwSDWlHWa68hXn8dgO3XXsKQ2qvILS7i9cumE+2SYLXgdRWSZfTx3o6vWZe5nkldJ9EgugFSStwBN4n2REyHFN1LCVlZMH+elVkvhXHJFQU4zGY++97A4MFw203gKoQNf8EzY6F9e3hrBoS8gB6SYrVuDkEObscRx2lc6RwKwNKhULQNWk2FjO8h+y8t8xXR9PBzpR+3vTapOj1ZaPUxozjQaFVl5ZWzUUUCsNuA4cD/lXy9EK2ViqIA2nZDIUpqWJSTItGyDDVR7+d5oTT4+vRTeOopJJDdvjljLwuxImsLky54kCYiFqwWgm4PmbhYVLiOLzd/xY3JN3JlgysBKPYXE22Nxm4+PCTKyYEfvjXz7MQI2l7oJqW5h+lPx3H55fDAA1BYCGvWwL33QpMm8MYb2ipIIaFmdTCc6ehFStj0Muz6VNvn0eiAf2dBwuVaHdhB54Yg6MZvr8EFehM7gGbABLTMXBPUUn/l7FWRRqweIcQs4Fsp5aYzMCblHFK63ZBa9XhqlNbUqKnc80AoBHv3woIFyAceACFw16/N84Mb81Hah9zSoDdXhrcBqwXp9ZNNEf+Gcpi5bBZN45py34X3AeD2ubEb7USU0+k+Nxf+/N3Iow9EUr+Rn8uvzeKZh6vTsiU8/7wWfG3dCqNGab293ntPazHh80GtWlq3+zMu6y9YXVL3VfsWrd+XORZaPX9w51cpIVBIyJrEZQYba9BqvZ5D+3nUFPWfGOXsdsxpcSHE1cBK4PuSr1sIIb48zeNSzgEhtKlHC2qq7FRwodXsqO7c5wEpISMDlixBjhgBSAKx0cwbexXP7/2EC2JaMrJW35JoyE9hyE26KcDUpS9hNph55rJnMOlN+zvdx9njDut0X1AAK1foGfd/UURHh7h91D6mTqpGYqJg1iytoeqOHXDXXdpG2x98oG0t5PEcudHqaefJgr8G/D975x3fVnm24esMbcmy5T3ibEZYSdikFAKlQMssLXuWzQdlj0DZm1D23htKoaxCodDSQimbACFA9vSWLWtLZ73fH69lOwtCIGRwrvz007B09PpYyrnPM+4H1ABscjl8NRnyrbDF7XKe42CsDMJbxe+8Ud5CnrjcjUyLjkV657m4rMmsSF3ixcBWyOkyCCE+RZ5ouPzESSKLcV2LhO+PiRSxtbhidp1HCOjshC++gGOOAcPA8fn45IqTOaf9YWr8VVy9yanowRBYFgXbpN1vc/9nD9KSbuHqna+mLlyH7diYjkldpG4pp/tsFr76UuWcU2Qbx6Qrurn+klp0j8J998lAUlsbnNpXWPLkk9JgNZuFhgY5fPtHx7Hgg+Nl3dfGF0H3/6D9H7DBGVC19eLPtXMIPcwJ/ir+ipwQ8RDy/6Jx/MDzJ11cVhErIsAsIURyla/EZa3iu44bugN4Z4nH3ul7/KeOg+x6bMCtV/lJEI/LvN8xxyBSKUDQesW5HN3zADnH4Iax5xGNVINtY9sW7WGH1+a/wX8X/pcTtziRrRq36i+6rwvVLVV0n8/DrFkK551aSU+3ylU39nDj1WUkEzp33K5QWSn13xlnyCjZ44/DyJEyHVlbK6NhPzqlOY+L/grDD4dAHUy/CSq3gfX/sPhz7QJC0bgoUMc9ikIAKb58SMNKN33vsrawIgLsC0VRDgY0RVFGK4pyK/C/VbwulzWY0rghDyve2r0ZcAIDIuydvvub/eCrW/vIICNfbhfpT4CeHliwAI4/HrFoEYpt033uKZyh/5NphQVctvEpjKpeDxwHYdl0lml83v0lj37+KD9v/jlHjj0SWH7RfbEI8+bBxWfHmD1T58o/JXjovgBzZvi56iqFDTaQmc9Jk2Tt/0MPwSabQCYD1dVLe339aMTfhc8ugIrxMOwwmHqxtJ/Y4lZQBkX3HAuwuTUwhCtUDQ9wPzJ1Pw7XM89l7WJFjp+nABshs01PAingtFW4Jpc1nDTS9+u7hPknAHchRdfkvuu7+h7/KZNDjnApX83rcPkRSCSk6jnjDMS0aSiOQ+Lw/blrdIpnet7mqKH7stPQHWU0yDBJlvuZm1rI7R/eTn2knssmXoaqqMstujcMuflrLynnw/d8/PHyXt7+t5cP/hvmlD84/OIXMvJ16aXw1Vdw993SciKblUarlavLdC7fKeu+9BCMuVB2PKZnwLgbINAw8Ly+GY9PBJo5TdNRke345Ujx5dZOuqxtrEgXZA64ALhAURQNCAkhCqt8ZS5rJKVxQyvj/zMB6Ux9E1LB/9TFl4E8A3IHA/8ESKVk0dUll8Bbb6EAqV9szxt7juGSaZcxITaWkzY5ShZnFQoUqspZkF7AfZ/eR7qY5tbdbyXii2BYBqqqLlV0b1nQ2gq331DG638PcvKZKbq6FJ5/OsLevylyzNE+Wlth8mT44AO47Tb4xS+ky73fL2c8KqvjQ2ib8GFf3de4GyD9lZz1OOJoqP/lwPP6Zjy+HmjkMF2W19+AnOs4DjkxwsVlbWNFuiCfUBSlTFGUEDANmK4oytmrfmkuayLfZ9zQO8AjSPH1CEvXhP2UcJAh5QZck8h1nkxGqqNbboHnnkOoKrnNxvDlyQdy/NfX0xyo4+LNz0TVNCgUsKoqmZ/r4OVZL/NZx2ecv/35rFe53kDRfXjxonvbltruiYdC/PnRMAcelqGmzuTOm6Jsvk2OSy70smgR3HUX/POfcOWVsM8+slZM12XRvbo6bOKFgOk3w6LnYfhREGyCr66F6Maw0QWLP9fK8IG3ml95IzjIzrBRSM+vuh994S4uPwwr8rUbI4RIAfsAryA9Ig9blYtyWTP5PuOGSjVfdwFnM5CO/KmKsAzywOF2a63j5HLQ0gJPPAF3343weDAb62i59EyO/voaLBwu3/xsKoOVkC8gqqpYaMb5vOtznvnqGfbbcD/2WG+PxYruffqAwYLjyOHar7wQ4PYbouyye54dfpHjygsrGDqiyM03arS1KTzxBDz/vDRePeIIma4EaGwEbXWdAXT9Fz7/I8S2gmEHwZdXgWPClneANshEws4xQy9jB38MC3kCtxXSZHXIalm4i8sPw4oIMI+iKB6kAHtBCGEi67BdfkKUxg2tbIfRZyxe81WqCfvs+y9trSOLrFtxJ5au4xQKsHAhvPYaXH45IhDACQZov/ZCzppzN18VFnHtlpMYFh0mhVplFR1OhkXJRdz6wa1sVL0RZ213FiCL7mP+2GJF9yUrsbf/5ePKi8rZfOsiR56Y5PwzKglFbG68LUe618ff/gaPPQbHHScNVy1LCrCmJvCsLqfSfCe8eyR4IjDmXJj3BCSmwGZXQXjkwPPsAosUD1sE6ygoCocBvwRGAsNXz8pdXH4wVqTr/W5gHvJY+ZaiKEORhfguPyFK44ZW1ibhpGU8NoGfXh1YEdk9Wr26F+KyaikWpfj68EM480wIBsE0ab3+Iu5K/pMXUx9w3kYnsHHlGPyGDbEYSY9NR28Ht354K7qqc+0u0my1VHRfERgoMy/Nd/z4Qw9/PKuCESMtLrg8wWnHVVLIK1x/Vzs+0ci//gV33AEHHAAXXSQjZrmcdLn3rS6nUtuAD46D7DwYdyNkF8Dch2HIftD8u4HnOSZxHMaFhpNWFH4NHISMeo3CrZt0Wfv51giYEOIWIUSjEOJXQjIfmPgjrM1lDSGPHDfk+ut8P0rDjOtx677WaQxDiq+vv4bjj5dV7rkcrRf8gX9Hurmm41n2btqZQ9ffH/J5lIoKcgEP7el2nvziSeYk5nDVzldRH65fbtF9IgHTpmqc94cY5RUO197azWWTymlZqHP25YsYUlXFhx+oTJ4Mu+8O110nRVs2K9OOq8VoFQbqvlpegFHHQagJvrwGQs2w6VWDnueQtvNsHh5BXFHYDtmOXweMYcXtb1xc1mRWpAi/UlGUWxRF+URRlI8VRbmZNTR7oijKnoqi3JNMur6xPxTuuKEfBoFMPTbgjkhZpzFN6QWxcCEcdZR8LJOh6/jDmL1RPSfPu50x0ZFM3vYSepNtBMqrsMIh2jJtvNfyHq/PeZ0TtziRbZq2wXZsDMdYqui+txdmzVQ59w+VOA7cfE83d94U4dOP/Rx/eicbre/jy88DXHYZ/OxnsuNR02QvwGozWi3R+RZ8fiFUbgeN+0izVaMHtrxTDt0GEIKClWHbyCgWKCpjkMO1K5BF9674cllXWJHP8lPI5rf9gN/23f7zqlzUyiKEeEkIcVw0ukbqw7WSXuSYHHfc0PcjB8Rwh5av01iWLLiPx6X4yuUglyO156607bEjR0+/Dl338sCON+FkMziBAMRitGXbaUm1cMdHd/Dz5p9z1Lijllt0n07DgvkK558Wo6tT5ca7enj5hQCvvxLit4ck2XbHDC0zq7j4Yth0U7j/fhmAy2Skz9dqM1oFyLfDe0eCJwpjzoG2V6DrbdnxWL5p/9NMK81O4RFMU3WGADcyYLTqTopwWZdYkc9zTAhx+aD7VyiKss8qWo/LGoSBVNsr4/nlMkABKWBdr6J1GNuW4iuZlPMdW1sRtk1xmy1oP/EQzvrsGubacZ7a4U4aKWOB1oO3qo54rptsMcvV71xNbai232w1Y2SI+WOEfQPe7tmsDK5del4FM772cP3tPcycofHwPWVsv1OOX+3fRnxeMxf+UWPYMHjkEQiHpfgqK4Oq1fkB7K/7WiAHa+faYNadULszjDym/2mWnWPfYDPval6qkAXIPmBzZO2ki8u6xIpEwN5UFOVARVHUvsv+wMuremEuq5eVGTfksjRycIqs+3L34zqK40ifr2xWthlOmwaqijNiOAvOPYE7pz3C68UvuXT8WWwX3Zi8R2BVlJOxchSsAje8fwPJQpLJu0wm4otQMAtLFd3n89DSCtdfUc577/i54PJeFFVw/eUVbLhxkWNObaOnNcZlFwaJxaTrRSwmXxcIyNTjajFaBelg//WN0PISrHeydLf/6hrwxmD8jf0Lc+wCR/uqedkTJAzcy8B8R9euxWVdZEUiYMcDZwCP9d1XgayiKGcAQghRtqoW57L6SCFrltw/7sojkKnHJtwU7jqLENDeLsXXH/8Ib70FZWUIn5d5l5/Jf+b/h5uyb3DgiL05snkv0DR6wiqGlaVoFnn2q2f5uO1jLtnxEtavWh/DMlBQFiu6Lxalvrv/9jJefSnISaenWH+MwQmHV1FVY3PmRXHaOxRuuKQajweeegrq6qQLhqquRqPVEh1vwdSLoPpn0LinFGO5BTDhz+CT848cx+Qsb5RHvFG8wH3IyPsWuBF4l3WXFRlF5Jat/MQwWflxQy4DZJBpR3dA8DqKEHK4YiYDN98Mzz0HlZWIfJ6W6y9iZmIWp6WeZnzlJly16ekoqkqhuoLe5DwApnRM4bGpj7Hfhvux53p79hfdDykb0l90bxhSfD37ZIjHHgjzu4Oz/GrvHMccLPOJ51/eTW8mx+1XjqBQUHjmGRg2TL5OCBgyZDUarYJMNb5/FHgrYMwF0P5PWfu1/mlQLU1ohLC5VvNxo68SDZl2LAfG454AuqzbrFBNo6IoFcBoBkWChRBvrapFuaxe4kibBNcqYeXJI207Vtd8Y5dVTMmIq7dX5vvuugvq6hCdnfRcfSHtap4TEo8Q8Ua4d5sr8akeaGigPdOCIxy6cl1c/d+r+81Wl1V0b1lyxNA/X/Nz83VRdvplnhNOS/J/R1XS3aVx8bVxFG+eOy8bSlenypNPwpgxA0arQ4euRqNVkHVfH/bVfW3zIORbYOatULkVrH96324U3IPC+f5aFGTBfR2y4N797ris63yrAFMU5RjgVGQm5VNgG+BdYKdVujKX1UJp3JB75rnyWMj0Yx2udcc6S08PdHfDG2/AZZfJPF9rK7kz/0BbXZgz2u6jzU7yzPZ3UuepgIYG0k6BRD6Boihc+p9LFzNbXbLo3rZlZvPDd71cfkEF47cscvE1CS44o4Kvp/k4bVIP9UMMrr+8hgVzPTz0kMKWWw4YrTY3r0ajVeir+7oeWv4GG5wJnkr47GxQdNj8NlDloedp4XBiqAkUhUuRBqsbIwfUu7is66xIZcCpwJbAfCHEROTJSdcqXZXLauH7jhtyGaj7asDt2lpnSSSgqwumTIEzzugXX+ZBB7Bw3Ahu6XyJtwvTuXr8OWweWQ8aGjA1hXg2jqZq3PLBLcxJzOHKna+kPly/VNF9ab7jtM91zj89xtDhFpNv7+HWP0X4778DHHRkis23KnDb9eV8PTXArbcq7LijDMplMnI5wdX9JW7/N0y9FGp2gMa9Yd7DkPoKxt0AwUYAXhUWh4SaEIrC6ch6rw2AxtW4bBeXH5MVEWAFIUQBQFEUnxDia2D9Vbssl9VBN99v3JCLrPuqwRWx6yyplBzAOGcOHHusbDVsa8OZuCML9vw5f+96l3uzb3HU6N9xYOMvoaEB2+shXUyTt/L8Y/Y/eG32axy/xfFs27Qtpm0uVnQvhNR2c2ZpnH1yJeEyh1vv6+aFZwI883iEnXbN8ut9Mtx9SxlT3g9xzTWCPfeU4iudhpoaaTmxWsm2DNR9bXw5dLwJC/8Cw4+Eht0AeEfY7B1swlYUDgV2Rc53HIYbNXb56bAix9pFiqKUA88DryuKkgBaV+WiXH588sh5j27HxcqTQxbcr06vS5dVSDotK+LjcTjiCJnjSyQQY8bQduzBfB6fwqT0X9m2ZnMuXv8EqG/A8fvIFjMIBFO7pnLrh7fys+afcfS4o7Edm6Jd7C+6L5WVLVygcs7JlZimwt2PdPPZFA+3XR9l03EFfn9SkkfvLeO/b4Y5Z5LJoYfKOGvJaDUWW837yCrKuq98C2z7uOx2nHETlG0IG18IwBQh+GWwEUNR+RVwMO58R5efJivSBblv381LFEV5EzmG6NVVuiqXHxUHaMMdN/R9MJH7rhZ3H66T5HLSaDWfh0MPld4QigJVVfSedTLzEnP4v8zTVPuruHvshXgamhCBAOliiog3wjsL3+Hqt6XZ6uUTL0dBIWflFiu6TySgrU263He0adz5cJxkCi47r4LGZovTz0/w16civPa3ML8/LsepJ8s4aza7BhitwkDdV+srsOF54KuGT88BuyBHDWl+ZgITA7XkFJVtgZOR6fr1cH3yXH56LFeAKYqyrHOpqX3XYWTAxGUdoBdZOO7aJawcDjKCOBQ3fbtOUihIC3rHkZGvtjYZaspmyV9wLgsLnZye+ysJO8ML295OZfP6EA6TKaaJ+WMsTC3k2neuJVVM8cDeD1DmK1uq6L63Fzra4fLzK/hqmnS5r4jZHH1wNf6A4NxLunnzH0H++mSEvX+X5OI/ytflcnLU0Go1Wi3R/m/44jKo3Qma94cZt0LiYxj3J4iMZoFQ2D5QRVLR2Aj4I/KEZQzu98blp8k3fe4/RtYUD/5al+4LYMQqXJfLj0QR2VHhiq+VJ4M8kARW90JcfniKRTlYW1HgpJOky/2wYbBgAfYVl9HiK3Jt9p98mJ3BHZtfzMYjtoEyKbDKfGUYtsGN793IlPYpXLzDxWxQtcFSRffptKz7uvGacv73lnS532ScwbEHV5HNKFx6XZxpn/l55N4oE3dNce01Orqm9Rut1tevZqNVGFT3FYPNrpF+X/MekQX4zQfQicIO/hgdik6zonANcjbqRrjNKi4/XZYrwIQQw3/Mhbj8+AweN7S6T57XVnLInHz5al6HyyrAMKT40jQ4+2z4z39g443hiy8QZ51Fa22Ip3L/44nEW/zfqIPZe5PfQkUFOSNHQA/g1bw8OfVJnvjiCfbdYF/2Wn+vpYruczno6ISH7o7w8vNBjv9Dil/tneOUY2IsmKdz5oU9xLt07r45ytY/y3LNDVki/noMQwbkmptBX93hI6sIHxwj674mPA25Fpj+Jwg0wdhr6FVUJvoqmKfK+Y43IcXXpshRQy4uP1W+9bxJkRyqKMqFffebFUXZatUvzWVVk0Kmztw5ayuHgfwC1eAK2HUO05RpR02DyZPhr3+FzTeHL76AQw+le+x6vF2cwWXxZ9mpZmvO3fpMqKggb+bRVZ0KfwUftX7ERf++iA2qNuDs7c6WTve2QV2kDk3VyOehtQ1efCbEQ/dE2O/ALEedkOGKP0b55AM/hx2bJOCHm6+pYOPNDC6/qY26smosSwbmmprAu7pnXAkHvroO2l6FDc+Vomv6jVCMw5a3k/WUsas3ypeqjzBwi6JQjfT6cjuFXX7qrEjg+g5gW2SzCkAauH2VrcjlR8EdN/T9cJDp20bciQHrHJYlxZcQ8NBD0uV+883h44/hF78gt8eufJGfz2k9T9AUrOO2Ha5Dq6nFcEwAasO1zOudx6mvnoqmaly/y/V4NS85M0dtqBaf7qNYlKVk77zp54arytjxF3nOuSjJfbeH+PuLIXbfO82GG5lcd1kFw0ZYXH37AppjNajo5HJyxJB/TThzav8nTLtc1n0NOxTmPQZdb8GYSRQrxrGPJ8oHehAvcJOi0IhMO65upwwXlzWBFQleby2EGK8oyhQAIURCUZTVfd7l8j3pRAqH1V06sraSAepxUyjrHLYtux0dB159Vbrcb7YZfPYZbLYZ5u+PYHZmIacm/0zeKfKXHe4h2jgCS9gYlkFztJnObCcXvnkhM7pn8Kdf/on6SD0ZI0NloJKwL4xpSvH1+SdeLj63gk3HGVx5Q4K/Pe/nvtujbL5Nnl/+Os+FZ1ZRVe3wp3taqK70E/JESKehsXENMFoFyC6C948GbxWMvQG63obZ90DNjlijjuMQTxlveEJoQnC9ojASabTq2rS4uEhWRICZiqJoyJIhFEWpRgYAXNZS0n0X9yx05cgiDyLR1b0Qlx8Wx5E+X6YJH30Ep58OG2wgTVfr63FOO5VWI8FF+Zf5PDOLB7e/ntHrbYONIGfmGBodSs7Kcf+n9/P89Oc5auxR7DBsB/JmnqAnSEWgAsuSbzFrhs45f4gxZKjFjXf18OnHHq65uIIRow2OPC7FRWdXEQgIbnugi2hVkerAcDIZhdraNcBoFQbVfbXCz54Foxu+vBo8UezNb+YET5RnPWEQgssUhU2Q7t3Vq3vdLi5rECsSALkFeA6oURTlSuC/wFWrdFUuqwwbmXpcE06g10aKyKYF90CyjiGEDEvl8zB7NhxzjJzpk0zKOrBJk+j2WNxdfJvnu9/hrI2O45fj98dRIGtmaYw0IhC8Pvt1rn77an7W/DOOGncUpm2iolITqsFxFNrboXWRxpknVRIKCW69v5vODpXzTo0RrbA57dxerrigEttSuP3BbmL1KaoCNRRzXioqoGJNCB/ZRfjyKmh7DcZMgvAomH4DZOfjbH4zk0LDuN8rLZ3PVBS2Q7bMu7NRXVwWZ0WMWB9XFOVjYGfk92cfIcRXq3xlLquEeN/16m6cWhuxkYX3w3BTt+sUQkBnp3Q0jcel0Wo4LIus2tvhkkvIxMK8lP2Aa9ue5VcNO3LqTpMQqkrGSFMbqsWv+/mk7RNOf+10asO1nDfhPHyqj6JdpKmsCRWd9g7o6lQ586QYxYLC/U/G0TTBacdXYtsK51zUzfVXVJDqVbnrkW6GjMiiKD50s5xQWI4ZWu1eX1YeFvwFpl0FNTvB8CNg7sPQ+jJivZO5umE3JntliO5oIdhDURgCNOGKLxeXJVmh43Df/MevV/FaXFYxeSCBO25oZRDI1GMjbt3XOkVp/k9vr2wtPPhgeb3BBjINefbZGOuP4v3ezziz/WHWKxvGTXvejurxki6mqQxUEvVHWdC7gDP/cSY9+R4e3udhor4oBatAXbgOr+ajsxN6ehTOOzVGW4vOHQ92U9dgcewhlXR16lxwRTf33V5OW4vOLfd2s9GmBlnToMozFJ9Pob5+DRBfRhrmPwEfnwLCgsY9oGcKTL8JUTGeOze6kD96ywHYRwgOURQakAbF7gmLi8vSuIGQnwilcUMB3DPRlSEHVOKK13WO7m55URQ47DA5aPtnP4M33oAjjsDZbltmJWZxUvejANy/9wOEQuVkitJotSpYRTwX59p3ruWdhe8weZfJNEYasYRFVaCKkDdMPA6JXuly/+VUD9fekmCT8QZnnFjO9C99nHJ2gheeDjNruofrbk2w1XYGWStLSKnEr/tpbFwDjFaLCZhxB3xxsZzrOOIoqNwKPjweUHlu6/s52S8T8zsIh5MVlVpgOO5BxsVlebjfjZ8IPcgU2prQub62UQC8SAHmsg6RSEgLer8fjjpKutzvuSc8/zzsuivstx9dvS2ckf4Ls7ILeXzPBxlWPZq8mSfgCVAbriVrZPnLl3/hro/v4uCND2aP0XuwILWACn8FFYEKEgkZXLv5mij//befSZf2suMvClxzWYR3/h1k/8NSfPSen88+8XPx1Qkm7lLAdEyEpRP2xWhqWs1Gq0JAIS4L7KffCNU/h63ulT/74lJITuP9re5j/4rNEMBY4XBBn/gaiety7+LyTazu86pvRVGUkKIoDyuKcq+iKIes7vWsjRSRtV9u4f13x0IK13rWgi+Ly4qTSsloVzgMZ50lXe733RdefBHGj4eTTiKd7OKqwuu81vMBF2x7Dj8f/QsKVgFVUWmINGA5Fu8ufJdJb0xi09pNuXTipXRkOwhqQWrDtSSTCj098Oh9EV58NsQx/5dmvwNzPPpAgGefiLDjLll64hrvvh3g9ElJ9tovD0DOyBPV6hjarK5eo1XhyC7HKWdK8dW0L2z7sEw/tr4M85+gZdhh7DDyKBxgJA5XKCo1SPHlpupdXL6Z1XJMURTlAUVROhVF+WKJx3dTFGW6oiizFEU5r+/h3wDPCCGOBfb60Re7liOAduR/hm7q8bshkKnHBmQEzGUdoDRYu7VViq+rrpIu9/vuCy+/DEOHwvnnY2RTPG5P4ZbWv/Kb0Xtz/DYnY9gGQgiayppQFIU5PXP4w2t/QFVV7tnjHkzLJGfmaIg2UMjpxOPw8vNB7r8zwt6/zXLCH9L84xUvt11fzkabFimLCt74e4ijT0xz6FFZALJGDo9Vwcjm4Oo1WnVsSM+BD46DeY/CyGNh/I1Q6IDEFJh6MbnwaMZueQcGCrU4XKdo1CM7Ht25qC4u387qOql/CNht8AN9XmO3A7sDY4CDFEUZg2ygWdj3NPtHXOM6QQqZQnPPRr87GaAKd1rAOkE+L+c6zpsnZzyWlcG990qX+113hbfflu6ml12GY1u85czl7IX3s2nVRly325+w+4xWm8qa8GgeurJdTPrnJKbHp3Pb7rfRGGmkNd3KkMgQhOmnvR3e+6+fyZdH2X5igfMvSzLlY53LJsWob7LYdFyRF58J89uDspx4WhoAy7bJ5WDDYZWEw6txXzkmJL+E946A1ldgoz/C+mdCerp0vv/wBISV5srRx9Ojh4ji8CdUhiJrvtw6SReXFWO1VBcIId5SFGXYEg9vBcwSQswBUBTlKWBvYBFShH2KmwX6TrjjhlaePDJl69Z9reXk87LOK5+XgxNLLqbPPSdd7idMgJkzpQXFn/4EgQCzjHaObbkTvyfIffs+iE/3kTEyNEeb8ek+0sU0d354J89Pf54ztz2TicMn0pnpJOgNEtRitLTAV194ufCsCjbezOTqmxIsWqBy9skxvH7BTr/M8+h9ZezyqxznXpzs726Mp7Js2NRIZcVqLPqyi5D4FN77vRRcYydD9faQnCojYS0vkinbiCtH/p4bR5+ED8FkFNZTFIbiuty7uHwX1qQi/EYGIl0ghdfWSCPY2xRF+TXw0vJerCjKccBxAM3NzatwmWsHAnfc0MpiIfefaxy5liKEFFzxOORy4PNBZFBc5h//gFNPhU02kSnJefOkGGtoIJFLcEzXfSwqdPH0756mIdxA2kjTEG4g6AlStIq8OutVrn7naiYOm8hp25xG3sxTtIqUe2ppbYWF83XO+r8Y9Y0WN93dTSYLpx0fI59VOeDwDI/eF2Hb7QtcPrm3v7uxO5mnoTLCsPrVGD+y8hB/B947GopdMP5miG4M8XcRX18P+Tbe3OBM9tj0CvKaDxX4k3AYp2o04Z6suLh8V9YkAbasY50QQmSBo77txUKIe4B7ALbYYgvxA69trSODO25oZSjVfTXjdnCtdZSEV2en9PLy+Raf29PaCtdcA88+K++rqhyw/Yc/wMYbU8xnmJT+K28nPuXqna9mq8atSBtpakI1lPnLcITDtM5pnPrqqdSEarhl91uwHIuiVcSvhUl0+Yl3aZx+fCX+gOD2B3rQdMFpJ1SwaIGHAw9P8/gDETYZa3D97T14+j5g2ZyDL2izYXPN6vP6MtLQ8Tq8fxwIG8bdCOHRMOc+xLwnyAebOG6nf/J43Y7oQk6i+41j8zNNpw6owT1ZcXH5rqxJAmwRMGTQ/SagdTWtZa3Gwk09riwZ5MHE7RhdixBCRrq6umREy+9fPOKVy8Edd8Cdd8ph2wccIB3u//Mf+N3vYJddsLMZ7jHe4+62lzhkk0M4fLPD+41WY4EYAO3pdk559RR68j08f+DzRH1RcmYOnxqkM25TTCuccUKMXE7hvsfjxKps/nh2GVOnBNhrvzTPPhVm+CiTW+7t6S+wLxTAVLKMHVqHz7OaJH8xAQv/Ch//ATxlMPZmUDTExyeipGfwzrDD2GOL28h55D5tEBY7C5WjNZ1qZIewK75cXL47a5IA+xAYrSjKcKAFOBA4ePUuae2ku+9aW62rWPvIAWHcOpa1hpLw6uyUhfVLRrwcB555Rka9Ojpg4kQ47jh4/334859l/dfhh0M2y5vObM5dcB9bNmzJFTtdQdbIEvFGqApWAZAqpLjsrcv438L/MXmXyWxSswnpYpqYr5ppc+OIYphz/1DJogU6tz/YzdARFrdcH+Jfr4bZfqccb7waoqbW5s6HeoiUyQC9YYDhFBjW5KciuBpi1UJAsRtm3w+f/xFCQ2HsDdD1FmLmrRT1MKf87C/c1/xbdCFQEZxgJNlfj1CpaYSRdSNuiYOLy8qxWgSYoihPAjsCVYqiLAIuFkLcryjKycBrSO3wgBBi2nfc7p7AnqNGjfqhl7zWkEOOG3JTj98NE3kWX4t7Nr/GIwRkMjLiZZpLR7wA3nsPLr4YvvhCjhX64x+lQPvTn+SIIYCtt4Z8njn0csTCW4kGyrlnz3uwHAuf7qMuUoeiKBStIo9PfZy7P76bAzc6kIM3OZiMkaHCX0lHh6BYVLnm/BifT/Fwzc0JNhtv8MQjfp56uIxNxxX4/BMfwZDDHQ/1EKuU6TvLAtMUVNWYNEYbUX7s3KNwIN8GX02G6TdD+VjY6ALEV1eidH/AJ3W78uttH6LbXwvAVlaWU+08o3yV+BSVEFJ8rUln8C4uaxurqwvyoOU8/grwyvfY7kvAS1tsscWxK7uNtRkH6fnlevB8Nxxk1+Mw3APKGs2yhNeSZlmlgvrXXoPqajj/fFls/+c/w0svyW2UcBzSisHBXXfQbfTy3AHPUeaTpy4NkQZURcV2bP638H+c+8a5bFyzMVfsdAV5M49fC2AkK2hJzOGeGxr5zz8DnHOhdLl//VUPd/ypnOZhJm0tOkLAHQ9209gkXXRsBwpFiFZlaaioxqf/yCYxtgWp6TDtcljwZ6iZCLU7Id4/GkuYnLfF7dww6gRQFKqEw5m5dnbUfIR9VXgUhRqgHPdExcXl++Ieb9YhepD1X+64oe9GBhn5cvfbGorjSOEVj0vhFQgsLbySSbj+enj0UdA0OVpot93grbfghBPkzxUFQiGZdvT7sceP45TUn3m/+3Nu3u1mNqzeEMu2aC5vRld1hBDM753PSa+chKZo3LvnvWiqhmXbeIr1LOxJ8/TDMZ77c4jfn5Dmtwfn+PB9jWsviRGJOpimSiajcudD3Ywcbff/KvkcVNYYBII65f7yH3dfmmno/gS+vALa34DGvXAcA3XqhXxdsTl7TXiSuZFRKMABZoZj821UBerQvWVEkN8T15TYxeWHwRVg6wgF5Lgh1wTxu5EDosgzepc1jJLw6uqSxfPLiniZJjz4INx8sxRZu+4KBx4oOx7PPx9mz5aCTFFgjz3gkEPA40FYFrc4/+PhhS9x7Phj2WeDfcibeYaWD8WrSYnRW+jlrNfPYnp8Og/v8zBNZU2yNswZSqJH5ZnnTB68vYY9f5Pj+D+kmf61wmWTYliWQqzSoa1F54a7utlkrAkMlKxVVQk0X5H6cDOq8iNVUDkW5Fqlx9eXV0H3+9CwJ073+1CMc8XGF3PpRhdgaR42tA3OLcbZ1MrgDTXh1YPUIv9vcaNeLi4/HK4AWwdwxw2tHAaygNhtoV/DcBxIp2XEy7KkQ722REuJEPD3v8tRQnPnwmabwZFHygjXQw/Bv/898JoxY+DEE6GhQW5bVXnDs4BzP72D7Zu35/ztzydn5BgSHYJflwKvYBW49YNbee7r5zh9m9PZafhOpItpQqKBVI+fN9/K8afLqpmwQ4FJl/ayYAFcfkGMrg6dYSNN5s32cOWNPWz7M6N/ydkcxGLgCeaI+isIeH6EYgHhgJGE7ELIzICpl0DyS5zY1iitf2NheAS/+/mLfFS5JQEEZxi97F3slinG0FDKNR/VuAcKF5dVwTr1vfqpFuH3Igduu9GvFcdB7rNhuN2iawyDhZdty1RjILD0cz77DK64QhbaNzTApEmw8cZSkD39tIyKAZSXw/HHw3bbSV8wRcHWVb6shkPfvpr6cD13/OoO8maexkgjIa80brEci7/P/DtXvn0lOw7dkdO3OZ2smcXnVJJNlPHll4IzTvWz4cYGV92YoKsL/nRFOTO+9DFyPYPZM7xMuizBL3cv9i87m4WyCESiFpajUhn4EWxLrSzkO6QAS0+HT89D5Ftx/HVoPe9z96gTOHPcZLKeMLtaOU4xUjRYaYKaFz3QSJ2qu1Y2Li6rkHVKgP0Ui/ANpOO9+x/ldyODHLLtzshcA7BtSKWgu1sKrEBg6YiX48gh2pMnwwsvyFTkUUfBL38pBdlpp8lUparK1+6/v7wAGAbC4yHtU/hXWTdnvX85vcVent/neXRVpyYsjVYBhBB81fUVJ//9ZGpCNdz6q1sxbAPMAIVEFa2t8PvfQ229xY13J0inBQ/cFea9/wYZNlKKr5PO6GW/A/L9S8/nwR+AqirI9EXaNHUVyn7bgEIXWOmB0UKfnoOw0ggE3TgcseMrvNqwO/WOxTWFbra0C5RZGTQ9THmgjkpVc09MXFxWMeuUAPupIYAu5B/R9eJZcbJIry/XqmM1M1h4CSFF1bKEVyIB99wjU4u5nCyu/+1vZX3YlVdKqwm977+ybbaRXl/V1dLl1OOhqDgsKLO4rudFHnjvESLeCKZtMrNnJuPrx1PhH3B+i+finPjyicRzcZ4/4HnC3jDZvA299WRSCocfDrrX4Ya7OzBNjRefDfDC02U0NpvMm+3l0KNTHHVcrt/RvlCQS6urhaKdJ+qP9kfafnAcG4wEGN2AJuu+Ov+D+GwSOCaKMHm+aV+O2+puEr5KjjVSHGxliAqHkJXB562kxl9FYLXZ8bu4/LRwBdgK0JvvJeQN4dHWrOE07rih704ROWKoenUv5KdMSXjF41J4BYP0D0UsUUpHPvecdLFvaYHNN4dDD4WaGnj8cZlyLAm2ujpZ57X55lL1FIvYXp0EOV4JtXHxlJuZl5zHIZscwtnbnc3b89/mV6N/RU2opt+DK2/mufjfF/POwne47hfXsUntJvRmspAaimPqHHkkpFKCGx9cQDjk4+1/e7n/9nKqay1aFnjY+7cZTjkr0/+rGMbA0lBsbMfuN3b9QRFCdjcWO+VtNShF2KKXENMuBeGQ1YOcvMU9PDz8CMZbWe7MdzEEm7CwCZgZKgJ1RH0V7omci8uPiCvAVoDObCciK6gJ1RD1R3+8zqVvwB039N2xkYarw3AjhqsFyxqIeIFMNS5LeGUy8O67cMst8OmnMGSINFLdYgt49VV5O5uVnY0ej8wJ7rWX3FY2C7pOWrWY7c1wXc+LPPnxMwyNDuXPv/0zE4ZMIGNk2HuDvWmINPSLL8uxeOzzx7jzozs5YKMDOGjjg+jNZrBTDfjwc+RxsqHy5nu7qa5xmDZV58arYoQjDl0dOjvtmuO8S1LofXrQtmUpWlOTXGKqkKUh0vDDn8TZBSh0yEHaet//Bvl2zLkPoc+8AwV4t3IbDt7ucbqDQ7g618IOikoA8DsmEadAVbAJn9etIHVx+bFZpwTYqizCD3lDdGY76S30Uheu+3E6mL6BeN+1W6exYghk6rER18foR8eyoLcXenqkaPom4TV9Otx1lzRSjUTg2GNhzz3h88/h5JNlHZiuy+3ssousA6uokEX2xSKG30OXmeRvnrlcOvUOOrKdHLf5cZy93dnoqt4/XLvCX9EvvoQQvLfoPc56/Sw2rtmYK3e6knQxR7G3kohWxumny+lFt9xmUTs8TmdLOVdfFEMISPZqbDUhzyXX9OLt+2DZDuQL0NggzfcLVoGQN0TE9wOKHMeSY4SMBKg+OcNRmIhcG8WpF+Nv/wcOChducilXj5nEvsUu/i8zj7AnRBAI2AWqcIiEhqJorgOei8vqYJ0SYD9kEf5171zHlg1bMnH4RABUReXzjs/5uO1jjhx7JBX+CiqDlejqj78Lc8jORzf1uOJkgUrcTtEflSWF1/JSjZmMTDE+/jg8+aR83V57wcEHyzTkFVfABx/IUBLAyJFw0kmw/vry9dksjkenVzeZYXVwdfIlXpz7d9avXJ979ryXcXXjyBpZHMVhWPmwfquJEouSizjupeNQULhnj3twHEjGA1TolVx5JbzyClxyCWw4vof5bR6uujBGMqHiOAqbjC1y1Q0JQqGBXyefk2nHQAAc4WDaJk1lTT/MuKGSrUSxC1Cl8AJwimTTsxAfnEA4O4eEp5xf7vQandFNeTQ5lVFaCJ8njA8ot3JUKiqeYDNo7umIi8vqYp0SYD8kWzZsyf7P7M/Tv32axkgj7yx4hxNePoG7fn0XZb4y0sU0qWKK2lAtEV/kR5vl5o4b+u4UkN2OP0LjvwvI3FsyKVONmia9uZb8fti2FFfd3TLadc89sotxm23gmGNkVOuJJ+D55wdeEwrJn+20kxRyhgGmSc6v0VaM86L4iitmPkDaSHPGNmdwytanoCoqaSNNLBCjKli1VPlA1shy6mun8lX8Kx7e52HqQg20dljEtHruv0/lkUdkadkee1l80dLLHdcOYd5sD5oOI0aZXHtLDxV9NfwDRqsQDsvHcmaO6lB1v7nr96JkKyEs0ILQ97uYdp542z+ITTkbn53lg9gW7LTzvzmxGOfAng8h0EBQC+AHqq0MYS0AgXpYDSePLi4uA7jfwOUwcfhEnv7t0+z/zP7sP2Z/npr2FHf9+i4mNE8AIOgNYjs2bZk2EoUEdeG6H2Wmmztu6LthIWu/huDWfa1yTFN2LPb2SsEVDi9feCUSMGUK3HabTDuOHAlnnSX9vF5/XbrbJ5My3SgE7LefjIiFQv1Kx9SgS88zM9/BFYnneaPlbcbWjuX6X17PhtUbkjNzIKA52kzQE1x6ubbJje/dyHNfP8dpW5/GxGE7Mb8tS5ShvPySzuTJ8m2PPRZaulM8dk81n3wQwOMR1DZYXHtbN7V1A7MlszmpG8vL5X3DNvCq3u8/bmiwrYQWgL6UoQB6ir30fD2ZkXMfRkFw2+iTeGKzq3guNZ1KJ4cn2IhX9RMTggorje4tB39Nv3hzcXFZfbgC7BuYOHwiJ25xIpe/dTmnbX1av/gqoakaEV+EolVkXu88YoEYsUBslXn8FIBuILxKtr7uIZDp2iHIzkeXVYRhSNGVSHx7xCuRgIULZZ3Xf/4jreHPOAN+8Qv48ks49VSYNYv+gqrNNpOzHIcMkfdNE6dYIOlX6Cz28EzxE66d9ximY3HRDhdxzLhjAEgVU0R9UapD1cssE3CEw6uzXuWy/1zGDkN34PRtTmdBe5qA2cjHH/s591zYYQc5zSiZcnjqLxZvvFSD1yuIVthce0s3Q4cOEl9ZiITlrwOyrqxgFhhWMWzlm3YG20oo+kC6ETk8fmHic3yfns3o5BfYKJyy1d1sWLMTtyenoaOgB5oIql5qhEPAyoCvCnyVS/9tXFxcVguuAPsG3pz7Jnd+dCcnbXESj3z+CNsN2W4pEQbg0314NS+9hV5SxRQ1oRrC3vAPmpYsjRvy4o7NWVEyQBVup+gqwzAGIl6a9s0Rr54e2QH52GPwl7/IFOLBB0uz1FQKrr1WCrKS8IrFpPDaemu5TSEgnyevWLR788zMtnBp/Bn+1/UJ2w3Zjsm7TGZY+TDyZh7bsWkIN/Sbqy6JIxxmds/kxJdPpCZUw22/uo327gLkK2lZUMaJJ8Imm8glZTLwr/8UePyeajxeQTDkcNWN3ay3vrOY15c/IK3HSo/lzByVwcql6s1WiCVtJbSB/WoBrY7DonkPM3balfjtAjnVzw3bPcrhoZF4Ch34VR09UEel4qHcsVDtHAQawOtWjbq4rEmsUwLsh+yCfHPum4vVgO04bMf+GrBliTBFUQh5Q1iORUu6hbAnTE245oep/cAdN/RdyQNB3LqvVYJhSEHV2ysL45cnvFIpKdCKRXj5ZXjgAZlW3HlnObcxEoFnnpHjgyxLijJFkT/7zW8GxJhlYRVyxL023VaaJ3r+yw0Ln8ajeZi8y2QO2vggBIJ0MU3QE6Q2WrvU9860TQpWgVQxRbqY5ti/HUtXrovnDngOMx8g2+uFdBVHHCEL6G++WS57+nTBNVf68XgEXi9ccl03m42z+3sJikWpPetqB/oLLMdCVVRigdh337d2AfLt8loPgSKj6Q7y/4DZhU6czyaxXdurGIpOrzfGZ1vexa9CI/DYWfyqF3+gjmpFx+8Y4BgQagZ96RSsi4vL6kURQnz7s9YytthiC/HRRx99r20M7oKcEZ9B2BfmnQXv8FnHZ5y05Unf+vq8mcdyLKpD1ZT7y7+Xd5gBzEMKCrdy49sxGfD7WqfOMFY3xeJAJEvXpXP9Nwkv25bdi7fdBgsWwEYbydmMo0fDW2/BvfdKM1afT2574kTp6VXdZ5MrBCKfJyUKdHoMZuYWckHbY3yanM4uI3bh6p2vpj5ST9EqUrSL1IZqKfeXoygKQgiKdpG8mSdZSFK0iyiKQk+uh1vev4Unpz3JFTtdwT4jDmVRq0U5Q9lvX51iER55RDZs9vTAkUc5ZLMKmgqXTo4z8RdmfzOmacpfsbFxoEETIFVIMSQ65Ls53i9pK6EN1JPmgYXAtPZ/MmHKWZQbCQDS/no6triFQnAIQTuLTw1SEaghqmgodt8opGDTYttyWXdRFOVjIcQWq3sdLiuOe3xaDudMOGepxyY0T1hm9GtZBDwBhBDEc3F6873UReqWWQj8bQik4aqGK75WBIE8YDXjfrh/MIpF2a2YSkmlEVlGHNayBmq8HAfmzpXC66OPoLYWLrgAfvYzWd911lkwbZoUcCDdSk88URbgl7BtCrkU7V6DtJ3nwY43uK3tecp8Ue749R3std5eAGSKGTyah2Hlw/CoHvJWnoyRIVVMYTs2qqLi0Tx81PoRj099nH/M/ge2sAEo06pY0FqgxjuUww7S6e2Vtf+hkBRXp5wCmbSCosA5l/Tw84kD4su2ZSCwZLRaImfmvtu4oeXZSiBPIjqBWVaOxJdXse+cB5kfHEJM2OTL1mfR+JtRvTHKrAwhT4RKXzVeRQU7J2vGgo2gutWPLi5rKu4xahWiKAphbxjTNlnQu4CoP0pVsOo7uWGnkYXkbupxxcgANchoocv3pFCQwiudliqjbBk1RJYl04q9vbJeqadHRrZefVVGto4+GvbeW/oz3HyzfNzrlZEzr1e2GO6222IzIO18lm4rTU8AvkrPZdKih5ienc9vNvwNl+54KbFADNM2yVt5yrxlBD1B4tk4OTOHQKCrOn7dT1e2i6emPcWTU59kYWohlYFKjt/8ePYbsx9ftc9iiLI1tcF6Tj7Wz8yZsi+gpkYu5eSToaVFgAJnTErwy92L/XrRduSA7cZG+Sv2r9uxEUJQHVrBQVfLsZVwgCSwCHi7dyq7fvR/bJ+Zw9vVP2f7rrdIV27N7LGT8WlBQnaWCk8FYV9M1oaaadDDEKiDVTnw28XF5XvjCrAfAY/mwaN5yJpZ0ok0NeEaor7otxbpl8YNuWJixcghO0Qrvu2JLt9MoSBTg9nsiguvQgGeekrWc+XzsPvucNhhMpz04ouy+L5QkKLLsqS7/WGHLRZNE5ZFOpug02eQ8zrctvA57uv4O3XhOh7Z5xF2HrEzQgh6cj0U7AIBPUDaSJMxMnh1LyFvCIHgrflv8fjnj/OPOf/AciwmDJnA+dufz64jd8Wr+chkwPQ0EfVHuejcMt59FyZPlplRv18G66ZOBVA45pQu9tzX7DdaFUIardbWSqPVweTMHPXh+m83Z16OrQTI6G0L8JVjs2DWnZzw1bUsDAzhg/pfs33b3+ip25XWTS4lpGhU2FnKfTF0T98n3kqDNwb+arfT0cVlLcAVYCtAxBchWUgS8AS+1yy3oCeIIxw6Mh39aclv6pLqQnY8uuex346J3Fe1uF2iK00+PyC8vN7lpxpLwqt0/x//gIcfhrY2GD8ejjsOhg2T9V933y1d7oNBqV422EB2N44Ysdhmi7k0HWaCXFBnSmoW5y18gAWFDg7f9HDOnXAuXs1LW6qNeC5O0BOkJlxDwBPoFzud2U7+PO3PPDH1CRYkFxALxDh2/LEcvMnBjKgYUWqiZHaHQa5YoCIc4a7ranj5ZTj3XNhyS7nEW2+FN96QazrgqC4OONjs159CyF1TWbn0rsmbeYKe4DePG/oGWwkTaTHTDjyVb2O/D09gz56P+OvQg9i20MU2bX+jc+jBdK9/OlEElXaOoK8KvOUgbBlN89eCzz39cHFZW3AF2ApQH6kn6o/Snm6naBcJeoIrXVSvKioRXwTDNpiXmEdFYNkjjbLINITbOP7tOMjIwTDcD/RKkc9LF/p8XgqvZUW8TFPWgJUiXrYtB2U/8AB88YX06brsMqlkFi2CCy+EDz8cCBOFQnDaabD99otFZ2zLIJGNE9dNCgGFyfMf44n4vxgWHcYjuz3CBlUbEM/HMSwDgKHlQ/vtJRzh8J95/+GxqY/xj9ky2rXdkO04b8J57DZqt35j5HweOrtsenM5IgEvo2ubuf+uIA89JGv+d99dLu+552QBPsBvDshy4JEpKioGwlwlo9WKJTSOIxwsx2JIdMiyo9rfYCvhACmgDfgQjS8X/pmLPj2PnBbkL2Mns9uCvxDp+YD29f5AZtjh1OIQtfNo/jrwhMExwSlAoBHcgdouLmsV7vFqBQl6ggyrGEaykKQr24WqqitVVF/Cq3nxqB7SxTTpohwQXBppZCPPhN3U44qRQUa+3OkA34FSSCgel/VZPt+yI14l4ZWQnXfYtiywf+IJ+Ne/5GtOOgl+9SuZYrznHnjhBVlIpesyQnbIIfC73w0U3SONSjPZBJ1GAqcswjuJLzh/wYN0W0kO3fgQjhh7JD7dh+VYKChE/VFqQjV4NM8yo13HjDuGgzc9mJEVI/vfo1iEeLdDdyqH36sxoqqeoB7hgQcUrr5aLvnQQ2Xk67334Jpr5Ot2/5XDAccuoqEmPODrlVvcaHUwWSNLTWg5ljP9thJFaQWhDMSz88jveSdwk53niA//j8PbX+Pdul0IDz2IX395HYHMTNo2vhS7cQ8ahUXAKUCwQdaM2QXAhmAz6O5wMheXtY11SoD9kD5gy0JVVCoCFYS9Ybpz3SSLyX4T1pVBUZT+kUat6VaCxSC1oVpSug+HdeyPs4rIAVGgfDWvY62hJLw6O6VC8fmWH/EaXOPlOPI1L74If/2rFFb77gsHHSQVzGuvwUMPSbEWCMj3mDBBFtnX1S22acMq0pFuJ6lbJAIWl8+8mdeTHzOqfARXbT+ZTWs3RVM1DNvAsA2qglVEvBHeWfgOj33+GK/Nfg3Lsdi2adulol2lpScSgo5EHl1zGFJZRZm3nDdeV5k8Gb76Sj5viy2khdmcOXDmmfJX3H57OOmMXsI1Krom1Vc+Dz7/4karJYpWEZ/mW3rckGNCsWfAVsIzIG5NII5MOb6i+vi081/c9sEJBOw8b298CbXh0TR/di5eI077uBsIVP+MMmGiClNGurQAWDlZtB8c6g7UdnFZS3F9wL4HeTNPR6ajPy35fUcQFawCadsgG6iiKVCB7nYxfSMGMoUzFLdO7lspTYru6uqzbvcPGJ0OpiS8ksmBVGNvr/Ttevxx+frttpPdjY2N8Pnnsn1wzhypZjIZaG6WdV7jxy+2adux6cx20pLvJBf28VriI25r/St5YXDM2GM4YvyReFQPQghyZg6v5kVRFJ7/+nmemPoE85PzqfBXsP9G+3PwJgczKrb4iZZlSf3XHs9jY1IXjVHui/HuOzrXXSdHTw4fLpdumnL6USYDBx4of92xY+HayTZ61RzKggFURaVYlKKroUEG9BbfpYK0kWZY+bCBWs4lbSUGGaCWuhu7kB2OFyo6x005myPmPcKsivHYYyaB2cuIT89FETaJ8TdTVr4JPqcIiL4B2j6wMlKEuQO1XQbh+oCtfbjf3u9BwBNgaPlQ0sU0ndlOBIKgJ7jSI4i8up+85qOQ72FRMUlNuI7gdzFz/AnhICcDDMMVX9/IYOH1TREvwxio8YIB4fX117LAfvDA7M02g44OuPJKePttGfFSVfleJ5wAe+zRr1Yc4VAUJp2FHuam5lPUVdJ+wQ1zHubdzJdsWrURF+14CcNjsijfdExyRo5ZPbN4YfoLi0W7zplwDruN2m2pxhXHkUvviBsYdpHKsjCVgSY++9jHtdfK9GJjI1xyCfz851J3+v0ysnXMMVJ8jRwpU5DVjRkyQqAqKqYpt93UtLT4Apl6rApUDaxnObYSICO1Xch6r/u0EJ/3fsrj7x1BU24RX69/GsaQ3xLo+YgRn52P8JRR2OJ2qkLDUOyCVICBBlA8spbMWyYL7t2B2i4uazWuAPueKIpCmb+MkDdET76H7nw3Xs27UjPgUoChKJT7wliORVtqEUFvmMpQ9Q820mhdIQM0AK7H93Iotex1dUlx5fcvu8bLMAYiXjDQ5djRAU8+KSNfFRVyYPbOO8vQ0SOPyHmOQsjtFgqw665yhFB5OZawKdh5UlaWhJUhnu+maOYJRat5NfE+t855FqEonL31GfxukwP7I8etqVZemfkKL896mQXJBZT7y/n9uN9zyCaHLBXtKv2KmQx0dFnkjBzRsJ/mUDMzpgU4ZzK8+aZMG06aBDvtJHViybzfsmTpWkuLzJDedBMMHSpIiG78WgDbhqIBTUu43JcwbRNd1YkFY99oK2EgU429wFeKxll6mBO+uJQbv7qe7vBw5k14mnygjlj7GzR/cTlWaBhsfhthfzU4eRnhCtQDqty+O1DbxWWdwRVgPxCaqlEdqqbMV0ZntpNUMUXQE/x2T6A+DGRdSClhoas6ui9CwcyzIDGXqlANZf7o9xpptK6QRXp9uR2iy6CkSrq6pFj6rsIrl5N1Xs89Jw/yBx88UED/73/D/ffLwv1IRBq0jhqFOPFEjNHDydlFksUOio6BEIKCXSSZ60X3eOmO+Dh39i18mp3N1rWb88cdL6Ih2oQjHN5d+C7PfvUsby94G8ux2KZxG87Z7hx2H737Mk9kSmVsHZ0O6UKOUFBjRLSRhbPDnPInhb//HcrL4fTTpcdrMCjFV0mz2PaA11c0CnfcIVOTWiCLlTHxqH5yfUar/uWcR+WtPM2RRtRizzJtJUrpxm7k5/UST5RZmTn89d1dGdv7GW3DDqV9w7NRrBT1C56hbvqN2BXj0cfdgOKJgJ0F1S8NVYUAOyOFmDe68p8NFxeXNQpXgP3A+HQfTWVNZIwMndlOCmaBkDf0jWlJgUxPeFh63JDfE8ARDt25LlKFBNXhegKen27HUxG5n1bQa/yng+NI4RWPS+FVCvcsiWHI1GIqJe+XhJdty3Tio4/KjsfBcxlnzJB1Xl9+2S/mhK5jnHkqyZ9vTcrJYxc7UFHxqjq6otOV78I0i/giUR7v/jf3zHwRv+bjkgkXsMeYfUkUEjz86cP89eu/sii1iHJfOUeNPYpDNz10mdGuErJxU5DI5vH7BM1V1XS3RDnvQpXnn5dlaCedJLOgZWUDEa+SV2w8DnfeKb2+fD5pUzZiBESjgpZsHK/mJ5uVUbEljVZL5IpZKjSdoNGxlK0EDKQbC8A/VS+TPFGOnnErT302CcsTZc42DxGv3JZAoY3GOQ8Qm/sITs1EtE2vlHMbrYx0s/fXyHSmO1DbxWWdxBVgqwBFUYj4IoS8IXoLvcRzcTRFW65wyiBb0sPL2Z6qqIT6Rhq1JOcT8UWpDFWvcHRtXcFmYMi2GwfsY7DwsiypOJYlvIrFxSNetj1w++uv4b77ZCH9mDFw8cXSMLWnB264QRqt+v0IrxfyOTL7/pr23+2OCPjRRAG/6kVVVCxh020mSWd78Xl8LAyYXDZzMtPzC9m5fgJn/fx85mUWMOmfk3hz3ptYjsXYurGcte1Z7Ln+nt+Yti/NAe9O5tE8Fo2xSjLxcq68VufPf5ZpwqOOko2ZFRWLpxpzOZg5E559VqYlDWkpxu9/L8VXZSUUnQKGXUQYEaqqlh00BLDMDORbqQxXg1q2mK1EKd2YBnpQOMVbQXuhk+f+uz87db5Jb90vmTtuMpbqoSy3iCHTbyTU+jdo2g91zLnINGMGPFGZanQKcsOhoe5AbReXdZCf1hH8R0ZVVGKBGGFvmHguTrqYxq/7F3PTt5BnyysS0yqNNMqZWbKJDFWhGiK+spUu+l+bEMhUTiPgVsMhhVc6PSC8lhfxKhZlxCudltGaUsRLUeRr778f3n9fDkGcNElWqZsm/OUviCeegGIREQmjpjPkxm1Mx9EHoDQNIajo/Z87IQQpK0tXoQfVtPFEotzT+SoPt79KuSfCRVufS1LkOe7vJ7AwtZCIN8K+G+zL4Zsezrj6cd/4+TVNufyuRBFHKVJdEcVKVnLTVV4ee0w+54ADZJa0qmogalUsyiDfhx/KbOqUKQPbHDoU5s+H+noZ6VJVSOS6Kea9VFfI9OXS+9uEYoJctpXGyBD0QY7zDrLGqwd5knC/FuQmb5Tfzn+SNz48iaBjMn/s9bQ1H4DP7KUyu4CmL67AG/8vjDweRh4rN2Rn5Sghb4Ws/3IHaru4rNO4AuxHwKt5aYg0kPPnaM+0UyjKtKSqqHTz3ccNBfpGGnVl2knmE1R/y0ijdYEsUMlPfCh5yY+rFPGybak4lpUrGyy8YMBeohQWevJJeOklmYcrhY48Huz33kW5917U1jbs8jL0fB4zFKT31GOxttwc/xJiqeAYdBm9GMUsAc3H575eLpt+C/OLHWxXPR5foIyrP7wB0zEZVzeOIzY7gl1G7MKQ6JDFvLuWpBSg6+w2sUSe8lAQtTiU+24M8MAD8tfZZx9pIVFXJ7WnbUvRFY/LSNeLL8oie5C/9sSJcPzxMuL1/vvw299Kv9iiXSSeylBdVkZV1RL17cIBIwVGN3nLIBKsJRKs7P9xDmmkagLTFY3/88VIWRkeeedgDlzwFNnYFny1+c3kg82Ei3Eqcwup/ewC1OQ0GHM+DNlPvoedk1EvT3QgBekO1HZxWadZp3zABhmxHjtz5szVvZxl4giHVDFFV7aLvKKQ0ANEvkcEy7CKFK0iFcEYFYHK7+1FtiaSR54pDGEZqcfS53d516viOY6z+PWyHvsuzxFi6fdb1usHEwhI9bAkxaKs4cpk5P3BwkvX4ZVX5GDsXE52Lh5+OEY0jDFvNvo99+P/dCpWJISWKyA8Opn99yGz9+5LtQJawiZhpek10vhMgRnwcnvXyzzd+SZhLYDfE6Cr0E2Zr4xfj/41e62/F/XhemKBGBWBiuU2k5QsJbq6bQpWjkjIQ8Cu5dEHgtx7r0I2Kx3sDzlETj/yegeiZK2t8Oqr8pLLye3puhRqhx0mI1u6Lt3sQ6GB3Te/px1TZBnRHEAdvCwrJ7sbhYWj+shZRYZHm/Fonv6mmRyyLvESTxnP6iF26vgnj717JDWFDto3OIMFo/8Pr6JQlu+gJjePyJSzUfKtsOmVULuTnONo56WthB7uG6hdIeu/fgKRbZcfDtcHbO1jnRJgJX4sI9bvQ9GxmJLrJp9PENB9eL8hGvBtCCHImzkUFKrDtYS84TUnLVky8yxdTFMW4XyTGCldC4FFn9+XZeH5NlGy5Pv+EPtgWdsZfL90+7s8Z1mvWZGffROFwkDES1EGhJeqyijXBx/AvfdCSwti3DiMY44k01xHOtlF9MnnKH/lXwivB3QdNZsjt8MEUkceiFO5+OwdIQQZO0+XlUQxTPyKh3eVFi6ecx89VhoVBQfB2Lqx/GaD37DziJ1xHAdN1agJ1Sy3DrLUvBmPC7JGjkBAIUQ1zz4R4Y47VHp7pXHq4YfLjkVVlQX56TRMmyZ15bvvDnx8/H5p0r///rIL0uMZEF6DRVY6Z7IwPYfRQ8N4PKU2SQOK3dLXS/ODqpMuZqkLVRP2l5FEphsBXle9nOerwLANrvv0PE6ZcQuF8ChmbXEr2fJNCQqT6nw7lekZeD45U4qtcTdCbLwUX04e/PXyfdyB2i7fA1eArX24KcjVRFLVqQzXovmjxDMdZAopAt7QSkWw5EijELZj05Fuxe8JUh2u/fG8w0oiy7KkODIMGYkZLLYGCwtN+3ZRoigIIKeqDHEcPKr63UXJT4FCYSDiVUovloRXMCjnNt5zD3z6KU5TI8k/nkV8/Po4jk3F315iyBPPo2YyOOXlaIlejMYGUscdjjFm/aXequiYdJlJClaegKmwSC9wwaK7+Co3H4CgFmCv9ffiN2P2Y2RsJJZjUTALRP1RYoHYMj/bJUuJri5IFXL4fA6VwRgvPxvjtltVurrkeKAjjpBmqYoyoDPffVdmUefNG/CBjUZltGvvvWV0zOeTKcfBNhQlTBOShST1daoUX44tXezNnj5bCdkWU7CK+HQfqi/CQmTdZhyV07zlvK/7GdszhWf/dwgjUl/ROeL3zN3ofDxagEqnSF2+nVBiCsqn50mRtdV9EBkNwpTdjYFG+V52zh2o7eLyE8MVYCtAe6Ydr+Yl6Ani03zfO7qUR55BRwBF99MYbSZTTBPvc9MPrKSbvqZqhHwRilaBBYm5xIJVlH9Duuc7MVhklSJZxaK8WNZAGk1R5NFQVWW+Z1lHvhUkoyhUOQ4hRXEF15KUhFc2u2zh1duLffddqP94HScYIH70gSR33RHd66N86kzK73sUz/yF2LEKQL6+96Sjye2yI2iLf15s4dBrZeixMngNm68L87kj+TqfZWYBUOONcdzYo9l9o73x90W48lYe4QjqwnWEfcvu783nZWdjb6aA5jGIhcr519+quOUmndZW2HJL6V6//voDxvxdXfD66zLNmE4PZEarq6VI2203qe8DARnxKnVDLoltQy5vE4wliAb9YKTBiPfZSoT6XySEIOuYhMrq6FAUFOBuPcjNnii2cLj4i6u4cOolOL5Kvt7uCdI1OxACqu08lYU29M53YOpF0sNr89vltWMgh2g3glBAGO5AbReXnyCuAFsBUoUUiqIQJ46qqJT5ygh7w/g033eOWDlAO+BHFt9Dn22Fv4ygN0RvPkEi341H8+BbycJ6n+7Hq/lI5LpJF5JUh2tXbKRRqUuulC4sRbFK14NRVXmk0zR5FPyBBVIeCApB5TqYIv/OOM7Axbal8Mrl5D4vjRBSVZyAn6KRw3nyYQJPP49qmvT+eifS+++LHi0n2t5J2YP3E3j3Q+xwGMfvR+1Nkv31LqQP/i0ivPhnRAhB1i4Qt1IkjCRv9HzMX9Lv0mJ2A1ChRzhv05P4xab7glcqIUc45IwcIW+I6rJlW6WULCWSaRNHKxAJBXnv9SZuvtHLvHmwySbSeH/MmIFM6tdfw9//Du+8I7fh68vYNzZKA/6JE+X9UGjAhmJ5FApyu5HqFDkzh5rvAbsoBdAgWwkbaDNyqMFKIrqPLxSdU7wVLNA8DEvP4eV3D2VM/F16GvZg1thr8HorqATqzAzBYju0/h2+vA6iY2D8TX3djQVAkdEux5b/CbgDtV1cfpK4AmwFCfUJGEc4pItpEvkECgpBT5AyXxkBT2Axe4nl0YvsmFpWTEBTNSpDVYR9EeLZTjLFFP7v4KY/GEVRCPmkd1hrciFhfxmVwWo8qi5FVildWIpimaa8DK55GiyyljW4eRVhAkJRqLdt1sm4V6mb0bbl9eD7prn436ckiJcUuMUipNNYiqDgU0lbWcQbf6f60WfxdHWT32o8qaMOxm6sx5MvEH70acLPv4IA7IooWiJJcZMxJI89DGtY81JLNByLTqOX97Nf8XLPe/wz/TkWDhoquqJxbPNvOHLLY9HLK/qLqopWEcuxqAnVEPFFlorilorle3ptLHJEQl4++c9QbrnRz/TpsN56cPnlsNFG8ldPJmWa8W9/kxZlpZRioSD9u446CrbeWu6+sjKZfvQtp5SylOq0bWnWWltTpD01nYCdl8LLM/CNFMji+g7bxNY8VPjLOcsT5a96EAGcOut+Jn9yKioqsza/hUTTbwgrCtVAzEyi5Tth/hMw+x6omgCbXSvfwy6NFqqTgs8dqO3i8pPG/eZ/R1RF7S8kFkJg2Abt2XaEEPg0H1F/lKAniFfzLnUAKiI9v5ZnuFrCp/tojA4hZ2TpynRQtAoEPMEVTyWWDuZ9hesewybfPY8FxnQq9Shl3ggqykA9Vklo/Ygia3kIIK8oNDvO2vPhLAmoJS+DU7alWriSsCq9rlS8BPLvsWSNnK7L5/RFJUWhgJFJUsCiVzcpCgvfF7OpffBp/NNnYw5rJv6H4zA22xgch8Cbb1P28FNoPb1YNVXonXEsXafn3D9Q2G6rpYSdIxzmFTp4qvst/tb7HvONToKKj0pvOR1GD5tFRvHHTU9h6Mjx/WEmIQQ5M4dP91EfqV+q9rBkKRHvcTBFDr9PZfaHTdx6Y5DPP1cYNgzOO0/O+PZ4oLt7IM2YSklhVRo5ucUWMuK16aZy2+XlUnwta15j6b0LeQdFmJRHTcqCebxqlnS+G8tIEQhWLfb8IrI8IC8EhlXgk9j6XBaoIa2q1OQ7+fv7xzC+9SVSVdsya/zNqMFGqoFaIQgYCSh2wYzbYdGz0LAHbPRH6eNl50D1yiJ7q+AO1HZxcVl7jnFrIoqi4NN9+PpGQluORTwXRwiBpmoDqUrdh6KodCLH6KxoVCfoDTGkYhjJQi/d2S40VR/oIhscHSkVvhvGQARlMJpGQPPg+Dx0ixxpx6IqWE1gDaw5ySgKNY5DcHWmHpclqErp2dI+L90eLKhgYO5N6fbgmjhVXbwoqfS3K11b1sDf0DTBcbBxMIVN0THJCYOsYmJrGqqqEIinaHr0GYL/+R92eZTek48lt/PPQVPxzJhN9N5H8E6fhVVZgfB40HqTpA/8DZn99kAsESoSQvBWaioPxV/n36nPMYTFJt5mdo1txX96PyVj5Zg08kh+s/H+qFVV/R4Opm1SsApUBisp95cvdpJQspTo7hYU7Dy+gEPLZ3XccWOEDz9UaGiAU06RoioYlFGul16C//1P7sLaWim6kknpD3vEETB6tNx9FRXSrV5f8n8wIUCYmEUTI5/Hq2WpLSsSCDigWFiWQhqFLsPA7xuYq2gjZzcmkd/RhY7DtTXj+cwni+KPWfQit75/DF4zyfyNLqRz1HGEFJU6oFw4qMW4tKz48mrofBOGHwmjT5aLtbOgBsFfJaNg7kBtFxcXXAH2g6KrOrpX7tKS31dPvgdFUXC8YbK+Mqp1/4qnHBwH1bKoIEDYU0NPbyvpbAs+R8MjlIF0Yekgr/UVvi8nkqUCITxypFF6EVFfORX+ijVmpFFOUQgLQcWqEF+Do1KD036WNSBaS7VvpaaCwcX/pTUNFlOKInNe6jKiGIPTiqVtlt5nkMAC+kWbUFUMxcFUHHKqSVYxMEWfmNbAo+j4FS9awSD87EuEn38ZBKR/tzeZ/fZEBAOo3QnKHvkzwTffxg6FsMsi6N0J8tttSeqoQ7BrF5+imbAy/Ln7PzwW/xdzi+2EVT/7RrZmy7INeLj337zW8wEToptw/kYnUDdsY1lk1bdPckYOTdVoKmtazF6iZCnR3Q05I4/ut+iYXcU9N1fw9tsqVVVyDNDPfy533/vvwwsvyIbNUAiam2HRIllw/8tfSuuJhgb50S4vl8JL00r72EQRJjgFHDNNLpfBsBx0j0UgYqN6HeLCwcr17UehgCLQVR2P5ulPN3Yjo686cFegmkdCjdiKQtTM8OrHf2CbOQ+SK9uQqds9gRIdQx1QA/iEDfkOKHbC5xdC4hPY4EwYenCfaM+AJwKeCim+3IHaLi4ufawZR951kMGpSkMIZlkFPEaGHLJIvswXxe8J4EVb3CPLNOVp/2CvLCHwKAq1WoiygJe40UPWsfDr/pWyrSiNNMoYGdJGmupANeHV7B1mICODtY6zYhHCZaX8BkcFS0KndHswg6NUJSFVSvt5PMsvJBrMkl2hpWhY6W84+D2X7A7VNPD7MYWNKSwKjkHGKVCwjb6nC3RFx6vo+AaPoTEtAv95m7LHnkbr6SW3/bakjzgAu6YaDIPwX14g/JcXUEwLq6YavbMLc0gjibNPlinJ/uUIPszO4NGuf/K33vcxhMVGgaFcXHcgO/o35M/Fj5nU8jBB1cflo49n9/V+jVJd019ovzx7iVKdVTwO2aKB4ikQb6ngvlur+OcbGtEoHHywFFW2Lb27/v532c3Y0ACjRskoWGurtJE45BBpIeHxQKxCEApaKBSxzAxmLoVjZyg6RfJmkWxBYDgQDmuEK1RUD5iKgqboeDUPfmXpv2kp3VhANsW87wlxRWQobX3NL7/vfItb3j2KYHYuraNOoHXDs4lofuqAMpDCL98uL1POguw82PQqqN+1TxxmpfDyhEEU3YHaLi4ui+EKsOVw3TvXsWXDlkwcPrH/sXcWvMNnHZ9x0pYnfadt9TgOQVvB72hgWZipbuL5+ThFA4+iEvaECepB/JoPRdflqf5yIisB/DT5w6SNNPF8HMVW8Ov+lRJPAU8A27HpzHWSNHqpDtbgWw1Dfx3kQXBYsYg+OOXnOIuLqFK6r9QsUGJZgqokdlZUUC21qEHRssGRstLFtuXzlte0sERnqF0sYGSTWOkUhXQCI5tEyeZQs3m0fIGyfIFYtoCSy6Pm5ONKLoeay8vn5XIohuxENUaNoOe80zA3GA1C4H/vI8oeeBy9vROzvha9ows1myV57GFkd/9Ff56u18ryTM/bPB7/FzMKLYRUP78u34rfxn7GBkoNX5otHNd5LzNzi9g1thVnrf97YkNGyyKrvs9i3swD0FDWQNAzICYKBRnxSucshJajuyPMQ7eN4u+v6IRCclbjr34FHR1y7vf//idfN2aMPNeYMUNaRxx6KPzmtzbhcBGvJ0c4nEH3pMgWe0lk8zgKgIpAxbI92JaO1xOgqkojElbRlzgfcfouVt+16LsuMpBuzCsal4Ub+UegCoSgzCrw8tSLmfD1nzD8dXw14WnM6u1oBKr6XoNTlMIrOw8+ORPMJGx+C1RuPWi0UAxUv3zH0DB3oLaLi8tirFNO+D/kKKI3577J/s/sz9O/fZrGSCOfdXzGCS+fwF2/vosJzROWfsGS0ZBiEQyDnGnSqqqEB6ebBh2obeFgOAaOY6P0ibEVtbiwHIveQoLeYhKv5v1exquGbWDYBhW+csr9Fct+75LX15LjeZa8lB5f8udL1lP1CZy0ENQWi5Rb1kDab3Ad1eCU3+Db34fB6cHB9VeD67xK4sowZGhn8KVQkB5cpUsu139bZLOIbGaxx1XT+vYl+X2IYBAnFJDXwSAiFOi7DqLGuwn89z0S5/yBwoSt0ecvJHrfo/g+m4YVq0AtFlFyeXK77Ej6sP1xomUIIfgoO4NH4//i5cT7FITJxoFh/Kp8S3Yv35Iy4SFfzHFP9t881vkGlZ4ok0YcwQ7DdoTamv5Ce0c45M08QU+Q6tCAvYRhSEuJVNrB0XJ0d/p47I4G/vaijtersNtu0pvryy9lfdfcubILcdPNHDo7YdZMlbIyh31+l2TXX7Wh+3rwenJEIwKvR6AoGqrmRVP7or2KSqGvTE73Qlk5eAPgKLKOy0aKrdL1kggGZq/qwLP+GDeFm8grMgJ6SOe73P7RSUR7P6VryH4s2vQKIp4y6oBQ32ux81Bog+R0mHKmtK7Y/BYo23BgtJCvSlpLuAO1XX4kXCf8tY91SoCV+KFGEZVE2P5j9uepaU9x1263M6Fh68VH6pQsHJYsxNY0bE1jodeLhxUbti2EwHAMLMcCAX7dT5m3DJ/uW1xcLSF2CmaeeL6bopXHp/nQFW1pATT4dkkELSGOhOOQt3KoKFR5KghrgYHXLTn+Z8kRPYNvL+sztaSZap+Yyuk6IcehbkVTjytKSVzl87KKu3RJpeQlk5E/K4mkfF5eD76UfrakB9oyEAE/TjCIHQxgB/04wQB2n5BSQiEIhZYSVE6wT2iFgojgcmY7DsY08X84heIGoyl7+gWCr76B8PlwwmH0rjjGBqNJHncE5qjh9FpZnu15m8fjbzK9sIiIGmCPiq3ZJTqe9fyNBFQvFIt8XJjD5Z3PsLDYyb5V23Pq6MOJ1DVDrKJ/PUWriOmY1AQH7CVK/lyJhMBS8sS7VJ66t4G/PS+NinfdFX72c4sP3ofX/6GRTisMGWoyYr0cs2d4WTQ/QKyyyL77z2PiLxbg9SkE/DqRqA9vwIOtqANiSgFbQN6Q14EAhIPg8Q0KPiLFUel68G2Qwst0LDozncxNzOWdnll8uv2FTO/rgqy0ijz0+RXsPvNPCNXHnLHXUGzckxrkEPj+VIGZgWI7dH8Cn08CbyVscTsEhwya61jXp/JC7kBtlx8NV4CtfbgC7Fu46M2LuPytyzlt/SM4e4OjB34wOJJVShUuIXbiikJKUWRH37cJoSVFkeNgOiaGXUQ4Dl5FJ6KHCShefOoSFhdCIICslSNu9mILh6DmX7agWZarfOmxvsct4VBwCgS1IFWBSin+VkF9mKEoOEIw1DSXFqhCyChTJrPsSyoli4fSaXm/dJ0ZFHnK5Zau/1oWwaC89AklQqHl3reDAaygHyPgJevXyAU0zIAfRVVRFQWPqqOjrZp6uqJB8PV/U/bEMyjZHFZjPZ5FrdixclJHHERuh+34KDeLx+L/4m+J9ygIk3HBkexf+XO2CW+ApmgEFC+q45DOp7g1/TrPdr9No6+aP444kq0atpSth+Fw359gwF6iJlSDV/P2W0r0JCBv5ejssnjmwQZefSGCbcOEiTlGbJRjyvsBPv9AeudtsmUvVXVZvvgwRmdrkNrGHHscsoixOydQPRr+oEogKHtHbGSKUAEQUtNYffo3EoZAEDRdCir6nltCABkjw9xUK/PSbSxMt9CWaqUruYie5ALS6RaEM+jz8Lu/wIb7cVTiC6764ATqev5HonoHFo7/E+FAPfXAYn3CZlJ2Onb8C6ZdIUcKjb9FdjQKS6Yl/fXytjtQ2+VHxhVgax+uAPsG+iNgFdvzVOc/uWvDs5kQ3WTpNNwyyKsqLV4vIcdBWdGI0JKPD7q2HBtDmEj7LpWIHiKky9FIg1v/bWHTa0jncl3R8H+PupOCXcQSNpXecqLesh9kpJHvzTfxv/46dm0tdj5PWSqFNlg8Db6U6qy+iZJ4GiyYwuHlC6klHwssP/LkCAdTWBjCImcXyToFTGGh9P3TFQ2Pon3//WJZqL1JtJ5etJ4EanfPwO2eBFpPAq2nFzWdAcCsq0HrTaJYFr37/Jp5++3C87mPeCr+L2bkFxJSA+xVOYH9qiZS642RtHN4FQ+aooFp8m7uK25qe5oeo5d9637J4aMPwhurhopKHK/sDDRtk6JVpCwQw++LYNg2vWmbzoRJMp+iu7vAe0+N4JPnGjGLKuvtkCI2JM+st6N0zQ0QiJiM37Udj9/hk9dqSXX5aRid4xdHtLPx9r0oCgQD8qLpg6ZC9F2bfSV3eZ8OZTp5v0ZG0+lBoTXXRXuqhXhyEankQrK98ygm52El5kK+e/F9G6iEihEQGwnlI1AqhiMiTZBaQGzjg3hkzsPs8sWFqHaO+WMmkR95DPWKSjmDotZCgJGQA7oX/hVm3gKxrWDc9aCH5FxHYYKvRtZ/+WukAHPFl8uPiCvA1j5cAbYcFqsB+2wOn6mdnPDFNdy1yflMiG32jf+5OsBCXZcRkVWwfx3hYDgmtpACJagFCetB/LoPT1+tieGYdBcTZK0MPtUvHfBXAiEEOTuPrmjU+Ku+t3dY5eGH4/v0UxnBCIf703MEg1IMlS4lcVQSS5HIwHXpdiCwbAuIlfw9LWFjCIuCUyTrFCnYBkIRMpvU15WofRex5TioyfQgEVUSVCWh1fdYMrWUSBeqihMrx6ooxwoGsbwetO4EoTnzUIDurcbxwu8n8hdnCv+Kv4PhGGwQHsVetbswsXI7UBR6DCl0/IoP1bFJ5nu4v/MF3up5n+ZgEyetdxwjazbCKS/HCAexERiORaqQxBIQ8EcQqBhFSPYq5PIm2ZTN1OdHMuUvzRQyGqO3TFJWXuDLd2PkMx4aR2TYavdOEjk/7/+3mrzjoWl8ls3376VsI5OMVycf1Cn4dbK6Tk5VyWkaBVWjoKgYiophZrF65yJ650JiNiTmDFx654EzKCWs6hAd2i+wqBgxILiiw/D5y/AJh4CwCTo2ARxyqMSFxZvvHc0Wi56hJ7wes8ZeT23V5tQiOyIH/hCOFF5GAmbfKx3u63aFTS6RxqpOERCy5gsB/gZ3oLbLasEVYGsfrgBbDoO7IGc8fz/hmibe6fmMz1IzOGnY777xtQlVpUfTCP0I+1YIgemYmMJCAD7VQ8QTJqAF8Koe8naerkI3lrAJaP5lR2tWoIDedCwMxyCsBYl5y/Eo2uLdiqXbsPj9JVOrPT2Izz6DbbeldlCET1lWSpdvNq1d2Z+BjBQawqJom2SdAnmniI1AEaCpal90azmiVQiUbE6Kqu4Eak8PWvfiESu1pxct0YuyjCieHS3DiVVgV1Zgx8pxyisQXg84NqJoQCaDEk/gaWvH396JMqj+LuGHOw/fhAdHJZmVW0BIC7Br5c/Yp24XRodGUBAWcSNBwTHRNT+oGpZl8nbPBzzR+hfyVo7dmvZgx2G/xgyFyIbDFLxeDFXDUFRyQqD7ytD9UYqOl968RsoQ5B2HtkVltLaVYwU1fI0WIgKGrkEI1IhACYCtKqB9y953bEi39omq2dAzG3rnDtzPxRd7uuavwF8+jEi0mfJoM1XRIdSWNVFb1kR1uIawouAXDn7hEOi79gsbH2Lxz4Fw8BfaCPVOZeTMGwgbPUwfegQtQ49mXMUwyhWVxb4dJY8vKyVnOra/Bs0HwQZnSAd7u9DnBddnqhpocgdqu6w2XAG29uEKsBWgJMBWhKKisNDjkanH7/OmyxNEg3+2jG5Ey+6rGxMOmgMRNYhf81O08iSMJKqAgOpbtuga3H24LBSFvF3AEYIqbzllehhlcARqyTRq331HUchrGhldJ61paEJQaZr9BzuhKMvcV6WOtWXuHlh2ancZOMLBEhaGY1G0C+SdPLZjy20oCrqi41F0NEVBzefxdifwdvfg7U7g6e7B292DL94jb/ck8HYnUA1jqfexwiGMyhhmZQVmrGLQ7RhGZQVCU9EzWfztnfha2vC3tuFtacff1r5Yl6Tl95FtaiDbWMeMYVGmNKhMjeb5TI/zeeZLLGwayjdg0xH7MXTo7jiBMvKqSlKYpBWBqXswdC9FVSWd7aD9nUvIz3sDvW483l/diV0/FkPTEd8lmif6/hrf9KG2BeRBNx1Cdi++1CzUxBy05GxIzsXsnUshOZ9sehG2M7D/VEWjOlRHQ7SJhmgjDWVN1Jc19l2aCPu+PaIkBl+EQDe6CWdmE8nOJpyZRSQzi0h2Drqd73/+zBEn0tZ4AOOiQyhbcvC9sCDfBmZKGqx2vw+jT4HhR8jPtZMHxQOeqOxwDDa5A7VdViuuAFv7cH3AvivfYLsghCCu63hsW4qDbyq2h8UjRcu6lATRkunOb3hM77tAnxs/vfQKGUHxqj4sxabXyRLSgnhWorg+gB9HOMSdAilsqj0x/OrSBx4byGsaeVUl3/ceASFoLBYJrELRX0olmsIkbxfJ20WKwkAxTTzdvYQTKap6kvh7evH0CSxPT6L/tp7LL/27+HyYVTGMWAXZDUaTiFVgVsYwK6WwMitjmLEKHJ8XPZnC39KGr7Ud/6JWwlO/wt/Shr+1Ha1Q6N+m49HJNNSTaG4ivd1WJJtq+bpW44tonhl0Mic7lznZz8lZWfmCogbeBrlnf3EdrRPOpnUZv79uW+iOhWqb2FMepPjvP4Jj4dvpGvQtT8LRvH3C65v/7h7TQM84FBd6cNo0tJSD6FJwOlSiqsEGIxJUBOYx7a04C7/qBH0OVaO/wt84i6S9kKTZs9j2gp4wteEmRkSGU12zPVVBKbJG1DbSGKvDo8n/igQDfl2l28VB90soffc1M00kO5tIZjZlmVmUZWYTyc7Cayb7n2t4KsiER9HesDfZ8EjygaH4i10UKrZhQ39safHlGFJ8GT0w5WxIz4CNL4bGvfo+EFnp76WHpbGqO1DbxcVlJXAjYCvAjPuvI1xWtXS0aDBCkNJ1On0+wkuadH5Twf2S10s+9gMhhMAQJpawKdoGWTuPV9WJ6pGVLtQ3HZOCY1DuiRDzRHFUHUNRKKoqBjKy5RGCoOMQ+KFtJvqwLAOnuwunqx0n3gFdnf1RKl93L76eXrw9veip9FKvdTw6ZmxAQJmVyxFWwcBifw81m8Xf0o6vpU1Gslra8LW04mttR89k+58nVJViXQ35xnoyQxrpbWog2dxEd32M6YEM87NzmZWby6zMXBZk52H11Tapuh+1ehOshs2hfhxK7WZUlA1HEdDd8haVDdvj0TzkNQ95jxfDs8Tfr2cWvHQszPs3DJtIeNdbiIQbCDkGIWEStguErDwBM4uvmCVq+lDTKkrKIWjlWPRuOW8+sBFdbQrehpkY/vkosdnExnxNePgMUs5Ces0WhFbsf0sFlZi/juo+YVVX1khNuJHqcBM14SaCehmGCbYjy/r8AemPK5BiHQa6H0s+XYNve+wC4excwplZhLOzCWdmE8rMxlfs6F+DrYUohEdSDI/ECI3EDI/ECo/C8cbkfmXAnsK2TRzHZlh0yOKedyWPr1wHTDkdCp0w9lqo3r7vA5eR9hJ6EHzl7kBtlzUGNwK29uEKsBVgxl1XEm4Y9o2iyFQUFvj9BGybteG/Y9M26bXS9Ji9aIpGzFNOUPfjU5awuPgGBHKEUFoY2IpCzFNBQA+iKgo+wG/bK+R/tkwcBzWVQo3H0eJxtO5ulHgXSrwLNR5H7e5Gj8fx9C6rgF3BrCjHjMUwqwbSgFJg9aUEq2LYkfBy/6ZKoYi/tV0Kq5Z2fK1t+Ba1QneCgu2QCYdJRyKkyspINDXS09xEb2MDvbW19NTWkqiK0VNeTsLO0Z34mlT3NDLxaeS7pmIlZsribgB/BdSPg7q+S/04qFxvqYiKx7ZQHYei7qE6l6I6m8BXyBA2CpSZBkEzTyCbYtacZ/lgztPoqs5eQ/bk51WbonkVlFAIEQiBouGgkM6bFIseslmFjlSclLGIWfOSzJyVpeBZBLHZEO5YfA2EUXpHYLSORssMY/1R1WyxdZT6ynpqy+oIhT3ofcHQkngSNtiGHFMaDUE4II35B4srve+iAZpjEswtJJCdhT8zG39mNt7sbDy5hSh9MTChejGDw7HCI7HCA0LL9tV9c3OMcLAdWzZb2CZDy5oIDpph2e/xlZkPn5wu05Djb4byvs5nOwt6BDQ/+KvdgdouaxSuAFv7cOPmK8q3/Ecb13U0IdYK8QVyHmS1FiPmjZIwU3Qa3aimik/1EVL9hHRZxK8pi0soARRVFatvf6iOQ1D1U1AEiWIXjumjzlOObxlpSbkBgZLNovWJqJK4Giy01O5uKbiW4eFlRCMYsQqKlRVkRzRjVcYwKysxKytk1CoWwyov67eWMBRVdtvpOjnNQ07XyWp991Eo5gsYuQJFwyJv2eSBnKKRDUZJjxtJZnsptNJlZaTDYSzPchzNhYB0C7RNgfZ3Ub74GNqnIFIL+5+ihevx1myKZ/29MRu3xGrcEqLN+GyLumyS5lQPIzviDJn1GiHLwGca+Gx5rQobQ4VPq5sZ1jIV1Tbxqz4URaA4Ji2p+TzW8SIL8m1sFl2fg4bsRjRUjaFrtHksujML6WjtpC3VTme6nWShh2ShC0sMqmVzVKgcAokRBNp2Y/jQajbYoJLcnPX59NnNaZ86hEjM4tcHdvCzo+L4Aw4BH0QD4Pf2iShbXlsGOBZ4daiIQigIqjIoCiUc9EIbnsxsPJlZ6NnZeDKz0bPz5IxFkOOGgkOwwqMp1u6GGR6JGR6FHWhaZsrPEQ6WbWELG0c4CEdGoIVwBmr9NJ2w5icQ8C8hvvo8vnq/gE/PkQO0N78bwsMHia8yOU4o2OAO1HZxcfneuBGw5XHddbDlljBxooyANQ7H+/k0vDPnkNlvz8WemlFV2genHtdCDMekx0yStwqoqipNMBWBX/UR1IIoug9F9aAA3r7PTLEvZeoRAl9fp17RMTAci5injHJPZCkBV3HRRQTefnup93dCIayqSjI11cSb6onX19BbW0OitoZUZRXZqiqy5RVkfT5ymmeQqNL7RJWn/35W18lrOlndg7WCNhUewyCSyRDO5wgZBkHLIigc/JqKX9cIIghaJn7bxGMWSSXnEO/5io7er+nqnUFnajY5MwWAgkKNr5rK6Ej0ms3INW9D26iJZCuaAYgWsqzf3cqo7hZGdi+iJtWFgsBBYDs2NnZ/ultmsQdsR20h8KoqGhZgYRg5Xux8i7d7PsGrelg/Ohpd9dJjJuguJkgXk4v/nqqPmL+BCl89eq6JBW9tRWrGxpAYDsmhjNs6x657dzJidJaP34rx0jO1tC4KUFNb5LcHdTDxF93omqAsApGQHHlZQgg5GMK2pUNINAp+r0Azu9Ezs/FkZ6NnZvUJrjmo9kC9neWvwwpJgWWFR8moVnDYYvMTHeFgOfZiAksM6gsoCSyf5sOnedFVHU1V0RQNTV2OX1vJ48voga7/wtSLITQUNr9N+nmV5jp6ymSHY7BJen+5uKxhuBGwtQ9XgC2PN9+E/feHp59mxvT/EevOUXHdrSTOOQVj0436n2YDC/x+vEKgreX7Unp+FeixkhhCoHsCmI6NECYey0JXdTzeCB7NR0Dx4FtOxK+0HU1VqfHGCGoBBDA1HOaNBQv4b309gWCAVHU16YCftNdLzuMlp+tYKzi2RXccQpZJwLYIWRahQp5IJkMkmaIskaAs3k15Rwfl7R2UJZNE0mki6TQBy8Tv8+INBfGWhfCUl6FVxRD1NZjhELZwcHD6D/YpO8f0/Hy+zi9kdm4h8/KLaM23YPR18WmKRr2/jsZAI8HKDSk2bkH3iJ8zv249Ch5Z3F2ZSTC8ewEj4gsZEV9AZTaBjO+AUioTxJEWGIoD2FJUKAJD2GRsg24rSdxIMD05C5+q02ukaSt00m0uLrAUFGLeKNWhGqqC9VToNVR5q4h6otRow6lUG5k7M8Kjt29Gy3wZxfH5bH65exe/3qOLcMTiX29U8tLztXR1+WgemuegQ9rZdkICXYNImTRP1QcJL9uWwkuz01R7ZlPmzMafL0W2ZqENWqPtKe8TWKNk+jA0Cis8HKFHpPgUzlIRrFL5fUlg+XU/XtXTL7B0VUdTVmL6QMnjy0xCy0vw9Z+gYiyMu0EKrtJoIU8UPGE501Hzf+tmXVxWB64AW/twBdjyuO46Waxy9dW0jd+U6nc/JLHP3qjCpnefvfpqWARxn4ecrhF07GXW269NmIqCoSjYwqFgpikWegAVofsoagrCthCWiYIDCgS1AH7Fi0fVEIqCEEIeOBE4OGSFw5RYNVMa1uOj+hF0BsIowkGg0JRJUVfIEbItwrZNyLZk1KnvOmSZA7dti6BpEkn0EFu4iNjcBZQtWIivtQ3/ojZ8be2oxYFUmuP1UGyoo9DYQLGxjnxDPYXGWrJ1NRTKw1iKg+nYmI6B2ecFVhBF0maG+cU25ubbWFBsZ2GxjY5iHKfP8Naremn019MQaKAu2Ah14+ht3pb5NSOYH2vA7FMldakuRsUXMLp7ISPj86goJPrq1BwUbEDIRldFwRA23WaKHiNFt5kmYaZImGmSZpJeI0WvkZQTEAbhQSOgekg5BQKql53LN2HrsvWoDdVRFmii6K3ExoOqgeEUyWQgJGLMmFbNY3duQkertHUoLzfY73ft7LRLN5al8Nor1bz8Ug3JpIf11s9w0KEdjN88OSC8gjKzqzgF/IW5eLKz8OVmEzLlxWMM1Iw5WmigPquvIL4YHI7pKe8XWI4j+kTTgMDyah45+/SHEFjfRMnjy87BnIdg7oNQsyNseqUUWcKWVhN6VKYb3YHaLms4rgBb+3AF2PIoRcB23x0efZSWrbaj+supfHnsaaQ3GAvIWqj2oJeA7QyKBMn9qVIaFylQFYGqyhoYRRH915oqf94v3Pq2IG+Xnie3uaS4E0JQ+gfgiIF78m+6+H0HGxuxmEiycTCEoKgqONh4bQe/ZaAABVUjpQjSZgbLKRBU5IxDlD57gFI6CBsFhYDqI6D5sX0RPq8dwfv1w/m4tpmsx4fXMhnbOZ+Jne1s35Pgy1gV23e24RUDBqMltHRmQFi1tvV3Gvpa2haziHA0jUJ9DYWGWnL1tWQba0jVV5GqqyQVC2ErDkXHpOiYmI6FJey+JJ/cz2kzxyKjndZiJwuLHSwstNNpDIyxCekhGv2NDA02MCTQQHW4mVT9JsyqHsqsymYWVNRjqzqKcGhKtjG6ay6j43MZGZ9HmZnFETI6mrTzUlgZKXrMJAkzTa+ZpNdIkjBTZKzsUvugQgtRpZdR44lQo5dRo0Wo1kJUqEH+m53Jf7Mz6XIy7FG1FUdW7YDuKSdneSl4IxAM4fWqmI5NT7qIYgSZ9u76/PXRDUnEZc1TQ2OBw45cxOZbpEmldF5+qZrXXqkml9PZbFyKgw5pZ8MxGTyaSW1gIeXMImjMxl+QkS2fMVAQ7yherJAsiDdCwykGR1AIDaPoqer7sA4SWKoHn+bBq3n7BZauyvTgDy6wloUQcmSQXQCzF+wifH0DtLwITb+BMeeBosnnOIas+fJVuQO1XdYKXAG29uEKsG/ihhvgrLPIDh1GcP5cWg/ch0W//Jk8g1eg0+dDQ8UrdDRFR1VKXkYqQigIR8EWGg4y9iEQOI4i7zulx+iXBbYjI0cOAhTkLWFLXyThYOMgcFAURxY0KwLUQcXNikxrqSoofcJPUZR+0aapKiCwFRVHVVEVQdByCOOgKwqmopD2ehEoaAi8fdYRBdugx0piOzZ+zcsSfuHE/WE+qh/BJw2j+bp6GLamUVbMsVX7PCa0L2Bcdwtey6TgFNEUnWrLT6itE19LK/6WdvytbfhbOgi0tuNNZfq3KxSFXE2MTH01mfoqUg1VpOsqSTZUkamKYihgCkuKS8ehNMFZRQ7GVhQVTaj0WEkWFtqYX2hlXqGV+flWEtaALUXMW05joJ4h/hqa/TUM9VejhmqZUzWcmVXDmVU1nIXl9QhFRXVshiUWMTI+n+aOr4m0TyNXjJMwkvJiyqhVr5mk10xhLyEyfaqXmKeMCj1MuRakTPUTVr0E0fGiogmFgjDJ9o1DyjpFssIgKwzSdpEWs4cGb4w/NOzJKM9wMk4IR/eiVUTwBH04NiSyRXq6FT7+x3jeeGEDchkvIBg5Ksuxxy9k5Og88S4PLz5fyz9fr8KyBHvvMpUjf/Muo6unEXVmExWzCZjzUAcVxOc9Q8h6R1AMDcOODseJDscMNMn9oqjoigevpq8+gbUshC3FlJmVhfTCBFSZfvz8j9D1Now8Tl4URT5XWDIF6a91B2q7rDW4AmztY50SYIqi7AnsOWrUqGNnzpz5/Ta2RAQsNWE7Qp9PpeX/TiK1wSjiOvRqDoqZp4hBwTEwhYGjCITtIBQHFRWPKsWAABBShMliYFsOShGKlGEl+y/UvvSmCqigqH23NRQUhJD35Wv1PtNKBSEUHPqK54V0OxJ9As9WFExF7Q+zBQ2bgA2KcCiqKlmviq0qaAL8whmI0qnSGkBVpUzMOznSIo2qQLyigc+HjGZK4yjmVdYBUJvuYVzLLMa1TGdo93xU4aApKiE9QEDz4VH+v703j5LsqO98P7+IuDcza+9909La0b6wCCwhSxiwALPZPIyNjRceDNjA+Hl4zzNvZo7nPR/G2xx7vB1zMObozBs/8zSGsY0RIBaBkNi0o41FS2vrVrd6qb0y896IeH/Ezaqs6qrqql6qulq/j849eTNu3Hsjo64yv/37/eL3c1z2x59kxx33zJrqqQ2DSWRt38z41kpobd/EyKYhCpesc0X0nfT3QDJmGIlYBCNp1mL07G7uZVdzD7uae3iquYenmnuZCK1qboWttQ3saGzltMYWTmts4czaZvpcg+H6ID/aeBaPbdzJYxt3sqd3CEafwx56ko27H6B/38PkBx/Hj+1muHWI4WKEVpidDb9jCaybnMykupGCTAfXF6GkGZpMzXEpzkcujl5bn7VN+BY/nHyG31z/s7y092WQ5+SDDcxAPwHLxGTgsccy7viXK7jrtnMpCwtELrp4jPd/8Gl27GhxaM84P/jWfuLBp7l4x0O86qIHOHfTo+QyOX3vVraFidpZTNbOYjw7m2Gzk2btLNZt6GOoz9GTJ4GV2QwrZnUF1lxmWbnGIDSrlQwu1W4UA+3hlONr+CG46Hfg9Hekc0MzCbOscjlqQW1lDaECbO1xSgmwDsfFAvbRl0B2AXzyWzxx6QWcftf9jL55J43eF7j72v/I3kaNXp9qzUlVSifGWLn5Aj4GWrRph5T8tOOGEQSDST9csphbozv3d0dKdbfPtM3OEJ5cPiWCN6mXjZF6Gah7MATaxjDhMtrGIkAWOuM3lUgUiClfVIgQsZRi+PGmrdxzxpnce8YZHBwYAuDMvbu5+KnHufipx9k8fIhKTk67U0P0lLEkSkoF8NM338KVX/kmD974Gn50zVUMb1lHu26IxiMdW6Eky5urBKCVgBMQCRADQqAdWjzd2s+u5j52Nfeyq7mPp1v7KWJKXZGJ47T6JnY0trGtsY3Teraxvb6ZLMKUb/JjU/JoFnkqttlfjtKeOgATe2HiBaR5iFgenhF/qVgMDVNLli1To09y+kyNXltLYso16M166HVpv8f10DAN6lKnxzSoxRzxjqId8CX4Khi98AUPtB/jpesupdFTg4FBYq1Bcwq++60NfP2fLuJHD6SSWYM9w7zthu/yy2/9FmcO/oh84gkGwuMMNWYy1E/FIUbdWUzkZ9PuO5vQfz5F4zxctp5Y5sTS0WgYNq639PdarDlJxchCVi6TpXJBkI7v/w7s/Rrs/XqK77r092Db69PxzorMbDCtgtSC2soaQwXY2kPzgC3EzteA+2v43Q/yxNg6+i+2bLz4dvY/fB3Nei/9QDZ3CaBAd5huHz1AVR6HtHy+DJ6CFJs0FTpFVpJoslisGAymsibM/ODNJ5PntnmgMIYI5CHQW6T0EC5G2iZjLDc0TQriymKgHmYLubQkb0botazjge1nc/dp53HvaecyXush8yWXPL+Ltz18B+fuuo/65EFqJktWvayahI6FbnqpgkA0hACHfr6XvW/ZStE7whlyJ6eJAS8Eb4gYQjQEOpslIgwHz2OtcX7cHuFH7UM8UYywpxyf/vy5WDa4Hs6qraduaxixtINnzDd5dOwx7ht+hFYsZwnhxTAYcpPTMEkw9dkGg66Pftugx9ao2zp1qdEwOQ2T0yc1hnCsI6Pf1Oi1OSbLUo4GM/NZPCallApQFFC2YxJY7TCtq73ApBhMJpishut1ZFYgRurAtfGlkOUwMMDweIM7PrOV5++NnFbfxf960Ze55Kcf5sqzv8/W/plCRROTvXz/6Uv56p63EYd2svOKHbh1F1Lv38zQoKGnbmmIJUah2Uy1svv6qzQStZPQCBQjxHaK4ZrPymWq1BXlFOy/HfZ+NaWY8BOpfFD/eTB8f4r3ghSIDymxau9OLaitKMqKoAJsISZ3Qs8HIf84Lz2wg6FLnmX/Q9cx/sIm2lZo+KVbDkWEjFTwuTt8KlnM0tL7IpQUFLRDQSu2028MMbnXYoqxsdPCrDofKAV8JapqITLU9uQhSZdShClrmHSGgGBjoBZiJetmBF73Jxmu93DvaWdz92nn8ODWMymco7fV5MrnnuDlzzzO5Xt2US87cUE9TGWG0UoM5WRdP9Ydi18lLiixJrJBHuKF3ucZC/sYDTAaAqMBRgIMe9jj4akivR7wMBbgSA67dvTsKcbYUxxebqhDr8BmCxtset3h4HQHZzo4JxPOyCwD1tKXAuiIWAKGSElggsBU9b5yDcfUD7FEsQRmNh8NPhj8lCEEg49JWEZmxCViwVpinoFxBOMIYonikju52mI0xNLgbU6wwtbwGIdG+wg/GONl+VP8q2sfx1yX5rpd5hyKZ9GuX8WX9/wKn/nqy/jCd17KSHsHv/C/TPBzb52kvz/S3w/9/TM5vHwJk60ktIYGk/jKT7YFf7OsXOMpTqtj5bJdebnKcdj3zWTp2n8nhFayam19LWz5KdjwCiCmPptfXVnMDDQ2J8uXFtRWFGWFUBfkEbj/T65ibPA+pp7Ywa7Tf4nhekZegqlijw77r4rZSvJGqv3Ose4Ir+qozLwnVvFiMa3XCzESJVCGknYoKSiJUfDWUCJYDD0e+rzgPNgIhYHCCOOZwxtBIrhyZpVm7CxjrAjA84NDPHDWOTyw82ye3LKVKMKG0REu2/UElz35JOc8vxsbAkSZOWv6uQlV3q8JxuM4FouTLl0/swgOgL8b//94pFxafJ7BkGExklyladVm+zAbVl0yBrMB+nrWUx/cilu3jZ7+jfQ3hthmMs6earN15CCbRvbTOzWBwWMkSSEhYKLH4LH4lFleQjouAStJirmOvOo+Dz8jqSSdb7rOTe2d/e6+h6/+XA4+CD9+/nwefu5iHnz6UsbkXK74ibPYcd7p3HZHP//vzX08sStj88aSd79rnLe8cYpGIzI4CH29Mzm82u20ZRmsWwe9valk0EnBQlYu40Dy2fUX28Ow7xvJ0nXge8kFWdsIm18DW14D6648PHN+J7u9sdDYkRKsakFtZQ2jLsi1hwqwxfjin/Cqe/4N3zm8Is6q0y3tmCUA5wi8SnrNFYDeOgqXUWQ1vLUgBhcC9aKkXhTkPnQJxK77SXIxztxx5k6QRFKMVAHoZvq+nf09xW4OxQNVrNjMs2ex0/nDurFYBuwAA3aIQTvIOjPIgF1HseFchndcwt6zruLZ019CUZlzNh98gbN3P8VZu59m5+6nGZoYS3cJHkJ1v+qZD0AwaS68TZYsE4TMSzItFpIMLyElBQ2+M7Y0enEGMTapFmerVAVpoUM0pkokGvGxk//L44vIxFgPrYkaUxMNmlM9tKd6aE3WaU3UaU44WuOO5oQhlOBsiTMlmStoZJO89Kx7uOnOX+XAyCYuuGCS9/7SBJdfVvClr/Tw6X/oY/cex+k7Ct7zi+Pc+LopajkMDqVSQNbNZKsvC2j0wPp1UK+fJG7GxaxcMsck19oPe29Llq5D96Rz69uS4NryU6l+40JFsmOZ3JMmg76dKc2EFtRW1jgqwNYe+k++hfjin8DTH+Xt297Ed5/+PO8PF/H2jY/w+IGf5NmNL5vOKRVjShsx979QpR/opCVNIT5h2rpVvUv/xZmWTpsHvKn6xkjmPSYEJPjpe5Qm0jZQmOrMUBKr3Fw++ir3VdVXYLivn4N9Axzq7adwFrxnYHKcofExhsbHycoiyR+B6OLMyCPzfsY09pl+nU8WanCnDAAAJO1JREFUCLRCi1BFgkVIq0OJjMZhgGnx1SM9rDcbWGfWMWCGGHDr6XNDDNhBBu0gg1LDu4xnt27lye1n8sT2nTy7eTvephxc2/Y/zyseuYezn3uanbufom9yvLK4zYi7gBDF4q2jdIYiusq9J0gBWTsiRSALlVASAUm515x1SN2k3B7WpcmxJn1ak/5mRQmjIw0OHRhk5GA/owd7GR/uZWykh8nxXiYnGkxN1pmaqlG05/ftWRuwLqQVp52VngGCN5TeEEMSCF9/9DWcceYEv/WRF7jq8pJ/+WIPf/in6zlw0HLeOW0+9rsHuf7VzWTVGkoiy6Y/NRNVyrHBweSCrK22t+1IVi4zJ+v81J5KdH0Vhh8AIvScCTvfk0TXwEvmV5IxJtHlp5J1TFwqqt1zBjQ2nSTqU1GUFxsqwBbiia/A2f+FH3zmNxl84O+4bfynMFu/zuVb7+G2f/kwzgWc8zgbyLKAsz612VAd6+z7rjaPs56senUuVPslLvOQeUwONitpRE9fKOkxBQ3jp+OFS2OYzDImswxfWWycB7BEKgtMZY0ardW49/TN3L1zGw+etoV25qi321z81LNc9OSTXPj0MzTabUQMptdgWaBe3jLxyXjEuEwy6UexwdAXM2re87XJW7ml9UXeVnsrr6pfQ+lyWs5W3k1BYqCd1Xl62zYe3b6DXdt3sGfjRqIxGO85bd9errnvbnY+9xRnPfc4PcUkMZaVyHOUGEosXjJaOArjUvxVGQnjjjhpoOkIbYcvMsoiowh1ijKnXdZptzNa7YxW2zExUWdiokZzssbUVI12M6doZRSFoywcwacYr8TyfsRFAnkeyGqeet1Tb3jy3FOre2q1QK0eaNSEnobQWxfqNWHPnpyv3tbHu97e5rHH6/zRf+1lbMxw+SUt/s+PDvPKV7TIcxgaSlnrjUnB/lNTqajDhg3Q15eMdatG9Ckuq5iEcoxkh5TDY7k6TDyTBNfer8How6mt79yUt2vLa6DvHFLulcp6FgNIdc0YZ/J6mRrkG6C2LhXaNhm4npX73IqiKHNQF+QReNOb4JZbItu3DtNbLyi9oSgtZWkoS0vpTdr3dvr1RGBNspA4F2fEnZ3z3gXCTph4Xc7Ya3LGr8zACfm+ko13TrHl2xNsemiKWgxY6zHWY2yJ2AJcgZg21pVY57HVtTMXySxkWcR1rDQ2YLOZV1wk1iKSxZTZP0LuPbmPlLFkKowzFSYxJiMCPyge4ZzGxWTkSIxMNhrs2rKDJ7aezlM7tnNg07r0mdslm548yMYfHGTdI8P0PTxOGHc0izrtwtFq1Wi3M8rCUbQd7balaFl84SjbqS295ni/3H9rdCfTmN2euSSW8ryk0fA0GoFGb0lfn6e/39M36BkcCDR6PLUsYrOAzUpsViYR3pknDJYMSw0bMwSLRJeCwjHJAhYhBiEEmJyCv/8ffTz1TEarZXjly6f4lXePc/mlBbVaiuOqV0ajVgvKEmo1WL8+FcdelSwSy4nl6vQff7xKF/E1GK/iBQcuhM3XwabroOd0ZgUXikvXM/lMuaBYJstWNgT5+rSyUd2MyimMuiDXHirAjkCrBR9573/njT/xNDbruNRmVsOllXE5AUekho+G0tcpS0fbO8oyo11mlN5Rlo7CC82QXsvSYFuCbUViIYQyibnCC4U3NKNlIjqa0eBLQ2wLoZQZ0Vf1HT0v5+B1DUZuqNG6IAmN7Aee2i0ed0uAeyLeG3x1T+8Ff4KEIlTiQmZeOxuSFhaUZzjkOiFca4jXCpxTKYNR4A7g9mq7B2gvfB+mrz3T1slD1unSWXQQpxcQzC+qpo9I1/qCZVq1VobIxRe2+ei/HuGC80oajWTxqtVm4ru8Ty7GThqJlR/iIlau7liuqj4mwcPoI8m9+MI3YPKZ1H/wUthyfXIv9p5enZ+nFaTVCtS0SbJ8+SbgK2vXOnC9GlivvGhQAbb20G+nI/DlL8Mjj18InIMY8N4QgiRBE6TaZ7othLRKLXhJqQi8oQxCGS0+GIK3xFKgNNMurHSttJVRKKKlqK4dfOdaUvUVvBWKawzlmwzhZwROk5QE7JvAx4F/guJJS8ExiKwa0DvP1rdYW4ReCH0CvYLvtPfM6W8rYbM/Yr4VsH/jsXd67CMeGyPGBMREZLBKkzGdkiHNQQhCKC2+EqHBz2fZiGRZcg/neUhuvTym12qr1wL1WkHuSqzxGEqM8RjxyUBjLcYJYgVjbfLpVVUBooSq3FNVAsoYMmPJrE1Z8I2pCkkbjJHpuqDdmKp0UqdIQaf6gKnqhIpJKxStBWsjIcJTTzve/IYp1g3BwGASXr5M8V3WzsR3ZSv5f/aCebkM6SumKv0T2qSkIjHV4hp5JJUC2vcNaO5OYmrD1XDO+2DbjdDYtrjVKsYk9GKRzs2HknvRrobqVBRFWR5qATsC518KPz4f+BcWscYkrKncciZibMDYiDUxBVhLxJmQ9qt+pjomJoKLYCNiI8ZGnKkKeNtU1zEMGkZfVWf42gbDr2jgew3SDKx7cIoN359i6MdNshCIPUKoy/RraAi+Jvi64OsGXzeUNaGsGXzNUHa23FB0XjNLtEu3/kiMZIUnbxdk7RJXFGTtNllRkrVLsrKkVkZcK3KgMcCTl2zhsk/v4qzP72ditMbYaI2JsRpj4w3GRxtMjNVpTs4fId7TWzA4WDA0WDJYbUODvto67wv6+z1m7m+391D6ZKHpPPbGJBWTZUm1WEcwhhDbBFrE2EZCgaGFlYJMhJyc3NRwxmEkQ6hBrKUksj4lWvW+0iVxxqIWU0J7nEtxWNal/Wnh1bXZ6m9vTBJWIh0hltyJeZ6sXUWRhr5+fUojsWJuxlCmBKbFOBQj1YpFqdyBlZXrMNegpBWLe26F52+F5t5kEdv8atj+Jtj6eqitX8K9iyS8iCmYPh8CW1cXo/KiRi1gaw8VYEfgL/fAh7dEPvC5+7h613N4CQQbCBIoxFNKIDifcnXZQGGSuyX3kVrpIVQpHzJHmecUWUaRZbSzjKl6xkSjQSt3FNZSmPTayjLazjJWq3Ogv5eRnh6m8hxEkBAxMRBFCIcpjMXJCk9eeLJqy8v06sqQ2kpP3vY02iX1lqfRKqkXnlqZzqu1CmpFQb3tyYsSxqEYtrRGHOPNBuOTdSamaoxP1BgbzxifyBgbc4yPOSbGM1rNDHLgZ5glaPN6Sd9Qm/6hgv5Bz+BgwfpBz/qBauuIrQGPc0t8Xr1PQVAxdIktC/Uc8hrRCN4JwZCKq4eYhFIUBEcmNSx1bKwRvYPgkJgsioJHKJFYYqWFpYmTFnlW4jKoZRHnBJtZbObInMNmgnMzYqrzpzNd1i9k9rH5iBGazfTxenqquK/jna2+4xqMHbEaZixYoZ3cir6V3IGuXrn66vO7BkMbXrgTdt8Ce74I7YNJLG2+Aba/MSVIzQaWMKa5Lsb1KYheXYyKAqgAW4vot9dCPPJHsOHlnLHtBq54fi/+ogH2n/4op00+yGfO+E2axtK0lklraVpD01raYmhZy1T1vuks5TJFkis9EmOVnyr94LuiZN3oBOvGphgan0qCqPTUvKdWFuRlSd2n11rZJi9LGmVZvffkZYkrASylcbQlI5IRjcV4IQsRWxhaoxmToxkTo46x0SScxsdr7JvIGBvLGJ/ImZjIGR/PGB9zlOX8n81lgb4BT99ASe+AZ+OONr0DU/QNlhx6wfGdz67nxl94niuvHWNwsKDfxlSnMkIWlhd5FXwklp7gPZSd1CCAy4iujq9leOMJ1hBEMEISW6VgWhmuElm5zcisw4ojr2pMZVmyNNVq6dW5tG+MI8sc1oJzfXS8kynrfxJmHSuNhCYSp5KA6CCGKDZZiObUA/U+WbU6FrTQdVqM6T4DA2k76mz1cY64mpN7LcVrOaAjoopKcAnYRhI/i7n5/BQ8/xXY/fn0Wo4mkbbltUl0bXnN0lYgqotRUZRTGBVgC7Hh5XDHO/nMtTdz/9YbGJLb+Nj3f4t3Xnsz39qwndwHaj5QLzyN0tNoBdaXBfWymQpfl55a9ZoHj40pG31eBnrLkt7SU/eBPHp29TV4cOMg921Zx/7eBhIjZx8Y4fLd+7jsuefZNDxKy3uKUOJjSPFmMUJIxbKlEz1OipcyxlKWlqmxGi9M1BmfqDExltEcdzRHc6ZGMqbGMibGaoyP1RgbqzE5WesKVJ9NvadMYqq/ZGBzyfZzW/QOenr7Pb2DJX0Dnt7+kv7+kv6BlEbBktJZSdcrEcpCuPziCa64bIy6iUjlSQqVq66d3jLLMBs7a95iciEGPy1ojAhSc4QeR8wcpQSMyxBjEIHcZGTST93VcSYjd47MOho1R5bNiKvpEC8ze395GJCcSE4n/K7zMWLw+LIklCWxbBN8E/FNhCliqBYSiOAyi8ssjbrDZaZTTnLa/WjkCNauGOdYrvzMsel1CJWb0NZn3INi0/g76RzK0SpvFkmMufWLu/iK8ZQuYvctafWin0wrELffmETXplen+y2Fw1yMW9XFqCjKKYe6IBdj722Ud7yTf+x5B28c/jS39f9nRuwV9BaBegk5cUFrTQFMWWEiN3gEC7hqrpvWcP+mIe7asp77Ng0xnmdkPnDJgRFetvcgV+0bZqBdTNdsjBGmJi2jI5bR0YzRYcvoiEvbqGN0OGNsJGN01DE2mjE+ktNuzq+tjQn09LTo62vR19emr79Nf3/JQH9Bf39JX3/BYH/BQH+LoYEm/X1NatanGCVSYLUxnUxjJlnSsAQyIslqEqPgg02LEqIlRDksq4PpCjq3top3q8SFs8maZEIJIRBDSmBbxpjKMOUGajniLNE6jDhqtkYjq9NTq1PLHPXcUc8cWSbT8VPd8VTHkxDSlhZjzFivuu9jTLKgdaxqHYuaNREjJVZKrCmTpck3K8tPJZ4iVXLYyrXXyXsVA9MSb/qGVeZ4k6fN5jPndbsGpwfvU9B8MZ4C6KdXLHaldFiI9jA8/+UkuvZ9I425tjEF0G9/E2x81ZGv0UFdjIpyTKgLcu2h326LseUG3Hkf5B0P/R6P5L+GD5czVIZUl9BCM0qSYJJyX3mBVlX8ujTJ8lMLkQwYyTPu2bSOu7es48GNgxTW0NMsOf8HY5x5/yQb720xtc+xZ6SHT48NMDKSMTKaMTKSMbqIu6+WewYGCgYHCjb2tTl/0wQb+9qs72uzob9k/brA0JBncF1gcCi5BLEQBcrgKbynpKT0qSB4GVJx8EBMqy8rMVFGwXsh+lTvsvSCBJCQ6ihCC4k+yQEDuYWaC2SZ4JzBWouxDmsdYpPrLYTOStFILCLBR0IIlGUkSMQ7hzRyXL2GqVt66w0aeYO+ep1alpNZR24deWanY6mONx1B1RFX3UH1HUy1WrFeT8JqZuVil+VqQeONAFm1kVxsHWJIwe4dl2ZHmIkD01uJJDdHXB3BShRjEnnlVJeVS1J83FKsTK0DKZZr9y3wwh1pbI1tsPOXkqVrw8sPc6suOhZ1MSqK8iJFBdhi7L0NfvzXPDH2Ds7r/yymuIwxuWrGpUZyi42Xlt2TOXvHc8ZGMyaGHeOjGU/3N/jxZX3svrrO2MVpuZs8GYl/AfxPmLzTcb9fx/2sm75lX2/JUCWotm9qcuE5Y+l9f5v+vjb9A236BwoGB9qsbzRZVwvUxWCNI8vy6ofUzPnVF5JPbM4Po2X6d7+bECKlD5QhUPpkeQoEYgz46PGxJBiP2DZIQGwqlpnSLSR14n1HUFnEF0RfEIpA2QQbI1ASpUScJ3MG159h6hl5rUZe76FR66WR13G2hnM1rOSIZDOCgwjiiYQkGqrkpSmSfWmuqo6wWijeqrNisSOusmx+cXXCKtmISRYsOitCB4/uOqGs8nJVVq7oq2WXeXLxHYmpPbD7C0l0HfguEFIJoHPel0TXuiuW5x5UF6OiKIoKsAXZexvc8U6+l9/Mf77pdG644m382ss/wh/e+glu/8H1HBjLOTSWMTyW0WxWwsYArwTeCvwGcEFqrj3g2fZXTXZ8b4od+5sMDZQMnl8w9LJiWmwNDRQM9BU4SYogxkhhBG9SYlGp8kw1sOTGkZFjXSMpgGUSI4QyJpEUIfpICB13arLmWRvpySJZHshcwErlKrQGazqCoDF9zRA8oUq0GqqS2kGgJFDi8URKCdUrZPUG9VoPtbwPl9VxYqu0DmZmkHRW4wWITQhTiO+00QkMS3T2Ozk5oyVEgw8OHx0xGiIOMY4oBhGDc4asJjRqhjw3ZLlgrcE6OWHuyhWhU4LnaK1cABNPJ8G1+/Nw6N7U1n8+XPAR2PYGGLx4eZMz18VY36ouRkVRXtTot99CHLgLrr2Z9/zkDfzwh/BP3zmXL3x7C9e85LvsHX89g0MF28+YYmBDwcSrHHteWeeJy3qZ6HdYH7hs7yjX3befa54/yKapNuwA3l5d24e0xTDtzwpAiWHSOaSeQ+aoI/R7IRMhC2BinIlQjxGKMm3TYiUdi8h0PqqUwDS9JutUyhXvHOS5kNUgy5PosE4wzmJdV0BWJxlZx8c3HcgtMxuCkbQdN19gdd0U2D7THCIzn22xeCsbcFmkxwWyvIkzETExlXSyKdFpZ76mT06GOZL/uEqnMMvF59Jc0DnebXHrzM8qWXGmrVxjydIVfRqbrS3NygUw9lgSXLtvgZGHUtvgJXDh/5FiuvrPXd6YZrkYnboYFUVRutAg/CPw6KPw8f94L9e/pUVtMCARppzle1vXc+e29dy9ZR1NZ+ltl1y95yDXPLefV+zeT19R5aAq/CyhBYCx+FpG6Rw+Tz/qRgyNAPUQcSGSRZBOinSRKjNn+tGPCKHKRhViKosUxEwH7YsFlwlZLmTVq7WVwKpeT0bTTgizxdWC8VYOsirWqpPU1HTHWx3rR5vOg9VlgaOTVTXMsrbNWzJSXPV3c9VmmE5KOi3cOkJ1jpBb6t9l2so1CcVolX2+snKZ2tKEYIypBNDuW9I29qPUvu6qJLi2vwF6z1zaeLrRRKmKsuJoEP7aQy1gR+DCC+Ha1z7H6LoNfHfHJu7csYmHNg0RjLBposmNT+zmmmf2cfneg2TJV5hONDblOBiqQZZTZg7vbAosl+StbAShEQWLkE3/CKfA/hBlJvC7Ksrc+W0WwGUpD9TcuKSO6+xkI1aWq9LPrBrsPjadId5BTz19hjyfyQg/nRpiJXSjVDFzR3uvacEWkjDqiDe6Vi3C/OKNI1nfBMqJGSvXcmK5II1j+P4Z0TWxK91zw9Vw6e+ltBGN7Uf3mdXFqCiKsmT02/EI/N/An//y6zjQm3IYnT0yybsf2801e4c5f3QSMVV2ztPOSKYZY4jGUTqLlxmPYR6hN0AtgI1gutIWlAHa8wmsfO0ILJi9YtD72cc6lqtOGZ1OfqvpHFcnaBXjqtAR4UtdDdhNt/UtFBArS1K39U2WEcsFSagduKvKRn9LCqoXB5uuhfM+mNJG1DYe3VjVxagoinJUqAA7Al8ADvTUuPG5A7znmUNs85X5qtYHW4dAJMVvSQofAiBCVkKjBOfBlJ28WTM2kLUosDpWLN8lHrvprBjsaVQuwspok/Jdrc6Y1xzHan3rEArY/+0U07XnS9B6IVmmNv8kXPg7sPV1STAd7bVDM+1Pr2JsnEIKWlEU5cRz0gswETkb+PfAYIzxHSt9/68B/+HBPfy0hzxP5VPKCEVM4V2hyolZD9AI4EJKGtARVll97QgsmInD6rgKu2OwRJiVPT7PZxKMLjn26sH/lPJI1bek8jS2J/14u0bXfs+c/cac/Z7Z++rmSvgWvHB7Zem6FYrhND9bXlOVAPopyPqO7tqHuRi3qYtRURTlGDih354i8ilS6eV9McZLutpvBP6MlInqkzHGP1joGjHGJ4D3isg/nMixLkQDeOUL40z29DEOaWFZhH4DGy3UHTSqQPC1ILBgdmLRua5Ca5PI6qtchc6CdcfRTdg+BJPPJGEQPTT3pUByP5nSJZSTHF6b8AhItjShZusLiLueRc5vpBirk5VyMqVM2XNLVXdxHNxAKnK9/U2w5SfTZzka1MWoKIpywjjR/3y9CfhL4L91GkTEAn8FvA54FrhLRP6ZJMZ+f875vx5j3HeCx3hEtg1aBnrG6TFQE0PmDMlNtITM46tAjODLGVfhXCtWSkExs3Wsc86tQJD7FX8EW1+fBMJ8P+Sd1X1+shJmUzPbXKE2vd/p033OJPiJ5Hqbe370h993McTNiLFZIm0+IdfoEnzz9esWgh0LXr48ZVuMVcWub4F9X0uWqXwd7HhzVXfx2mMTjfMmSlUXo6IoyvHkhAqwGOPtIrJzTvMrgMcqyxYi8mngrTHG3ydZy046NvedTn9vlVYiFsTQRkIbie2qVEzVUWJKBSCGKCdWpHVbsOYLeM8z6Omp4szmxGKt6u+orcGONy18XKrcVbaWRMXxJsZk0ekWarMEXEe8zbc/jxBsHZjTPpWuvxzEziPa5rHG2RocvAdGf5juUd8CZ7yrKgF09bG5A3UVo6IoyoqyGt+uO4Bnut4/C1y9UGcR2QB8DLhSRP5dJdTm6/d+4P0AZ5xxxvEbLYDJiXa2RWHaqBSrIDA8En1VJLmABUVa53zbFXB9uEhbLG0DzFixensgr1XVh7pchcoCiIBUpj+GTsw9whyB1y3OZu1PLiwEO/2mhmf2i9F0bMtr4fwPwfqXHpu4VxejoijKqrEaAmw++8uC2WBjjAeADxzpojHGTwCfgJSI9ahHt1w6CTdxh32IxUVam1i28UWbULYIwadsA51LCmTO0qgb8tyS5TZlq7cpLku9QScxJoN8kKOu3bgQvpVcjwu5b5eKuhgVRVFWndUQYM8Cp3e9Pw3YvQrjOOHE2HERCt47QnCzKt84B3kf9NQgz6qai8bjrMcaD76d4qFCG8JUJdxIOS86dKxn0wk79Uf0lOVI7tvFUBejoijKScVqfPveBZwnImcBzwHvAn5xFcZxXOjEYZXl7LQNMVbJRzOo12dSN3SC3TsrJmeoytN0/0myOTeLoRJh1RbKaqtEmp/isBWEERVpL1bUxagoinLScqLTUPw9cD2wUUSeBX43xvi3IvIh4EuklY+fijE+fJzu92bgzeeeu8yiwUug1Vo4bUOeQ39/ElmdcjqdlYXHVetM1xGcq8y6mFekFV0irc3haR5kRqBhVKStddTFqCiKctKjxbiXwO7KQdqxYnUElnNzrVhrhHlFWre7s+TwsDyZbUVjtZdTKrOY62LM16uLUVFeRGgx7rWHfjsvge1HUZv4pGYplrRQiTPCEURat1Azc1ydJ3lG2rWOuhgVRVHWLCrAlPkxluQhXoTgD7ekxW53Z5MFLWmHLYZdwJq2qJVtvmOL9F/wWsttX+xaK4C6GBVFUdY8KsCUo+dIIi3GedydRdpmCbM4O13/LBYoSxSX2b7QPRZzwS94rUXusewq2guds0i7rmJUFEVZ85xS394nMghfOQpEKjfki8QVuWg85QLHFjxnkWup6FIURVnzrMUQ8gWJMX4uxvj+wcHjnABTUZZCJ4PuvJuZfzN2gc0tvCmKoihrnlNKgCmKoiiKoqwFVIApiqIoiqKsMCrAFEVRFEVRVhgVYIqiKIqiKCvMKSXAROTNIvKJkZGR1R6KoiiKoijKgpxSAkxXQSqKoiiKshY4pQSYoiiKoijKWkAFmKIoiqIoygqjAkxRFEVRFGWFUQGmKIqiKIqywpxSAkxXQSqKoiiKshY4pQSYroJUFEVRFGUtIDHG1R7DcUdEXgCemufQIDDXPLaUtrnvNwL7j3GYizHfmI7neUfqt9Dxpbaf6vN3pL7LPabP4NKP6/wtrd+JfgZP9PwtNKbjed6p9gyeGWPcdByvp5xoYowvmg34xNG0zfP+7pUe5/E870j9Fjq+1PZTff6O1He5x/QZPLZnUOdv5Z/BEz1/J/McrpVnULeTfzulXJBL4HNH2TZfnxPJ0d5vqecdqd9Cx5fafqrP35H6LveYPoNLP67zt7R++gwee7+1/gwqJzmnpAvyRCMid8cYX7ba41ir6PwdOzqHx4bO37Gh83fs6BwqLzYL2PHiE6s9gDWOzt+xo3N4bOj8HRs6f8eOzuGLHLWAKYqiKIqirDBqAVMURVEURVlhVIApiqIoiqKsMCrAFEVRFEVRVhgVYMeIiJwtIn8rIv+w2mNZq4jI20Tkb0Tkn0Tk9as9nrWGiFwoIh8XkX8QkQ+u9njWKiLSKyL3iMjPrPZY1hoicr2IfLN6Dq9f7fGsNUTEiMjHROQvRORXVns8ysqgAmweRORTIrJPRB6a036jiPxQRB4TkX8LEGN8Isb43tUZ6cnLMufwH2OM7wN+Ffj5VRjuSccy5+/RGOMHgHcCuqy9YjlzWPE7wM0rO8qTl2XOXwTGgTrw7EqP9WRkmfP3VmAHUKDz96JBBdj83ATc2N0gIhb4K+ANwEXAL4jIRSs/tDXDTSx/Dv9DdVxZ5vyJyFuAO4CvruwwT2puYolzKCKvBR4B9q70IE9ibmLpz+A3Y4xvIInY/2uFx3mychNLn78LgG/HGH8bUCv2iwQVYPMQY7wdODin+RXAY5XFqw18mvSvFmUeljOHkvhD4AsxxntXeqwnI8t9BmOM/xxj/Ang3Ss70pOXZc7hDcArgV8E3iciL/rvxuXMX4wxVMcPAbUVHOZJyzKfv2dJcwfgV26UymriVnsAa4gdwDNd758FrhaRDcDHgCtF5N/FGH9/VUa3Nph3DoEPA68FBkXk3Bjjx1djcGuAhZ7B64GfJf3w3bLyw1pTzDuHMcYPAYjIrwL7uwSFMpuFnsGfBX4aGAL+chXGtVZY6Dvwz4C/EJFXA7evxsCUlUcF2NKRedpijPEA8IGVHswaZaE5/HPgz1d6MGuQhebv68DXV3Yoa5Z553B6J8abVm4oa5KFnsHPAp9d6cGsQRaav0lAY4lfZLzozezL4Fng9K73pwG7V2ksaxWdw2ND5+/Y0Tk8NnT+jg2dP2UaFWBL5y7gPBE5S0Ry4F3AP6/ymNYaOofHhs7fsaNzeGzo/B0bOn/KNCrA5kFE/h74NnCBiDwrIu+NMZbAh4AvAY8CN8cYH17NcZ7M6BweGzp/x47O4bGh83ds6PwpR0KLcSuKoiiKoqwwagFTFEVRFEVZYVSAKYqiKIqirDAqwBRFURRFUVYYFWCKoiiKoigrjAowRVEURVGUFUYFmKIoiqIoygqjAkxRTmFE5Osi8rIVuM9HRORREfm7JfbfKSIPnehxLXDvIRH5jdW4t6IoSgcVYIqizIuILKdW7G8Ab4wxvvtEjec4MkQar6IoyqqhAkxRVpnKGvSoiPyNiDwsIreKSKM6Nm3BEpGNIrKr2v9VEflHEfmciDwpIh8Skd8WkftE5Dsisr7rFr8kIt8SkYdE5BXV+b0i8ikRuas6561d1/0fIvI54NZ5xvrb1XUeEpHfqto+DpwN/LOI/G9z+lsR+ePqPt8XkX81zzXn7SMi14vIN0TkZhH5kYj8gYi8W0S+JyIPisg5Vb9NIvKZ6vy7ROSaqv0/VZ/x6yLyhIh8pLrlHwDniMj91X23icjt1fuHROTVR/eXVBRFWTrL+ReuoignjvOAX4gxvk9EbgZ+DvjvRzjnEuBKoA48BvxOjPFKEflT4D3Af6369cYYf0JErgM+VZ3374GvxRh/XUSGgO+JyFeq/q8CLosxHuy+mYi8FPg14GpAgO+KyDdijB8QkRuBG2KM++eM8b3ASIzx5SJSA+4UkVuBuIQ+AJcDFwIHgSeAT8YYXyEi/xr4MPBbwJ8BfxpjvENEziCVebmwOv8lwA1AP/BDEflr4N8Cl8QYr6g+178BvhRj/JiIWKDnCPOuKIpyzKgAU5STgydjjPdX+/cAO5dwzm0xxjFgTERGgM9V7Q8Cl3X1+3uAGOPtIjJQCa7XA28RkY9WferAGdX+l+eKr4prgf8ZY5wAEJHPAq8G7ltkjK8HLhORd1TvB0li80dL6NMG7oox7qnu9zgzVrkHScIK4LXARSLSud6AiPRX+5+PMbaAlojsA7bMM8a7gE+JSAb8Y9ffQVEU5YShAkxRTg5aXfseaFT7JTOhAvVFzgld7wOz/9+eW/A1kixYPxdj/GH3ARG5GphYYIyyQPtiCPDhGOOX5txn5xL6XM/SPqMBXhVjnJpzPhw+r4d951XC9DrgTcD/IyJ/HGP8b0v4bIqiKEeNxoApysnNLuCl1f47Fum3GD8PICLXklx9IyQ33YelUikicuUSrnM78DYR6RGRXuDtwDePcM6XgA9W1iVE5Pzq3OX2WYxbgQ913ojIFUfoP0ZySXb6nwnsizH+DfC3wFXLuLeiKMpRoRYwRTm5+S/AzSLyy8DXjvIah0TkW8AA8OtV2++RYsS+X4mwXcDPLHaRGOO9InIT8L2q6ZMxxsXcjwCfJLlT763u8wLwtqPosxgfAf5KRL5P+k67HfjAIp/jgIjcKSkNxheAh4D/XUQKYJwUP6coinJCkRjneicURVEURVGUE4m6IBVFURRFUVYYFWCKoiiKoigrjAowRVEURVGUFUYFmKIoiqIoygqjAkxRFEVRFGWFUQGmKIqiKIqywqgAUxRFURRFWWFUgCmKoiiKoqww/z/o/KtfzkogXwAAAABJRU5ErkJggg==\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -2034,26 +4219,20 @@ }, { "cell_type": "code", - "execution_count": 834, + "execution_count": 989, "id": "4a36326a-7146-4442-9209-84ea39d5dbf5", "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/133901982.py:19: RuntimeWarning: divide by zero encountered in log10\n", - " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" - ] - }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -2069,26 +4248,20 @@ }, { "cell_type": "code", - "execution_count": 756, + "execution_count": 988, "id": "9060cfa0-d6aa-4ba5-863a-99b589d8253f", "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/1420086669.py:64: RuntimeWarning: divide by zero encountered in log10\n", - " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" - ] - }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -2104,26 +4277,20 @@ }, { "cell_type": "code", - "execution_count": 757, + "execution_count": 986, "id": "34b3780f-89c6-4135-8dd0-9a17228f3a49", "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/1420086669.py:64: RuntimeWarning: divide by zero encountered in log10\n", - " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" - ] - }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -2134,23 +4301,25 @@ " & (nucleation_total[\"solver_class\"] == \"LinearPCGSolver\")],\n", " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", " fname=\"t=301.0.npz\", key=\"phi\",\n", - " diff_fn=extract_and_diff)" + " diff_fn=extract_and_diff, vmin=1e-16)" ] }, { "cell_type": "code", - "execution_count": 813, + "execution_count": 977, "id": "4fd74c91-c197-418d-b24d-d18c459151dd", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAzQAAAKmCAYAAACbq9uLAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOzdeZgcZbn38e/d3bNmBZIAYQcFRWRfjggKKIIK6PGggCtyFBU87h4UUTwe5VU47oqAiCCi4MK+CoQQdpKQEBKWJGSyJ7NvvXdV3e8fVZN0JjPZpruru+v+XNdc01PdXfdT3b+umqfqqWpRVYwxxhhjjDGmFsXCboAxxhhjjDHG7Cjr0BhjjDHGGGNqlnVojDHGGGOMMTXLOjTGGGOMMcaYmmUdGmOMMcYYY0zNsg6NMcYYY4wxpmZZh8YYY0xVEZHzRWR62O0wxhhTG6xDY4wxptqcD1iHxhhjzDaxDo0xxpiyEpF9ReRVEblJRBaIyD9EpFVEjhKRx0Vkrog8JCK7i8jZwNHALSIyX0RaROTHIvJy8Nz/C+a5q4jcISIvBj/Hh7uUxhhjwiKqGnYbjDHG1DER2RdoA05Q1adE5AbgFeDfgQ+oaqeInAOcpqoXiMhM4BuqOkdEdgaeAd6kqioik1W1T0RuA55R1V+ISBwYr6r9oSygMcaYUCXCboAxxphIWKWqTwW3/wxcChwCPCwiAHFg3QjPGwCywPUich9wbzD9FOCTAKrqAtaZMcaYiLIOjTHGmEoYPhxgEFikqm/b4pNUHRE5FngXcC7wRfzOjDHGGAPYOTTGGGMqY28RGeq8nAc8C0wdmiYiDSLyluD+QWBCMH08MElV7we+AhwePOZR4AvBY+IiMrESC2GMMab6WIfGGGNMJbwCfEpEFgA7A78GzgZ+IiIvAvOBoRP7bwSuEZH5+B2be4PnPQ58NXjMl4GTReQlYC4w1BkyxhgTMXZRAGOMMWUVXBTgXlU9JOy2GGOMqT92hMYYY4wxxhhTs+wIjTHGGGOMMaZm2REaY4wxxhhjTM2yDo0xxhhjjDGmZlmHxhhjjDHGGFOzrENjjDHGGGOMqVnWoTHGGGOMMcbULOvQGGOMMcYYY2qWdWiMMcYYY4wxNcs6NMYYY4wxxpiaZR0aY4wxxhhjTM2yDo0xxtQZEUmOMO3zIvLJCtQeLyK/E5HXRWSeiMwVkc8G9+0rIioi/1v0+CkiUhCR3wR/f19E1ojIfBF5WUTOK3rsjSLSFtw3X0SeDqbvKiL3isiLwXPuD6bHRORXIrJQRF4Skdkist9W2r9cRKaU47UxxhhTHomwG2CMMab8VPWacs5fRAQQ4HpgGfBGVfVEZCpwQdFDlwFnAN8N/v4wsGjY7H6uqv8nIm8E5orIP1S1ENz3TVX9x7DH/wB4WFV/GbTl0GD6OcB04NCgLXsCqTEv7FYMvRaq6pW7ljHGGDtCY4wxkRAc+fhGcHumiPxERJ4XkcUicmIwPS4iVwVHMhaIyOeC6eNF5FEReSE40vGBYPq+IvKKiFwNvACcCBwLXDb0z7yqdqrqT4qakgFeEZGjg7/PAf42UptVdQmQBnbayuLtDqwuet6CounritqyWlV7g7afFyzLQhH5yfAZBq/PRcNev68Ht79Z9Br9zyivxV5babMxxpgSsQ6NMcZEU0JVjwW+AlweTPtPoF9VjwGOAT4bDNHKAv+uqkcCJwM/DY5CABwE/ElVjwAmAS9uw5GJW4FzgyMmLrB2pAeJyJHAElXtKJp8VdGQs1uCab8F/iAij4nId0RkejD9b8CZwWN/KiJHBPOdDvwEOAU4HDhGRD44QhvPKfr7I8DfReQ9wBvxO26HA0eJyDuGvxaqumIrr4ExxpgSsSFnxhgTTbcHv+cC+wa33wMcKiJnB39Pwv/nfTVwRfCPuwfsAewaPGaFqj47UgER+Q7+kLJpqjq96K4Hgf8F2oHbRnjqV4PzbvYHTh9232ZDzlT1IREZeux7gXkicoiqrhaRg/A7LqcAj4rIh4HxwExV7QzaeQvwDuDOonnOE5FpQednKtCrqitF5EvB6zQveOj44DVauaXXwhhjTPlYh8YYY6IpF/x22bgtEOC/VPWh4geKyPn4/9QfpaoFEVkONAd3F5+T8jJwmIjEVNVT1R8BPxp+kQJVzYvIXODrwFuAM4e1begcmg8BfxKRA1Q1u6WFUdUe4C/AX0TkXvwOyj9VNQc8ADwgIu3AB4FHtzSvIv8AzgZ2wz9iA/5r9P9U9driB4rIvlTg/BxjjDGbsyFnxhhjhjwEfEFEGgBE5EARGYd/pKYj6MycDOwz0pNVdSkwB/ihiMSDeTTjdwKG+ylwiap2j9YYVb09mN+nttRoETlFRFqD2xOAA4CVInLk0PAzEYkBhwIrgOeAdwZXWIsD5wGPjzDrW4Fz8Ts1Q0eFHgIuEJHxwXz3EJFpW2qfMcaY8rIjNMYYU39aRWR10d8/28bnXY8//OyF4ByZTvwjGrcA94jIHGA+8OoW5vEZ4CpgqYj04F8E4JLhD1LVRWx+dbOR/AD/qMvvg7+vEpHLiu4/FjgK+I2IOPg76q5X1dkicjrwexFpCh77PPAbVc2KyLeBx/A7W/er6l0jtTHoIK1R1XXBtH+JyJuBZ4LTiJLAx/GPdBljjAmBqGrYbTDGGGOMMcaYHWJDzowxxhhjjDE1yzo0xhhjjDHGmJplHRpjjDHGGGNMzbIOjTHGGGOMMaZmWYfGGGOMMcYYU7OsQ2OMMcYYY4ypWdahMcYYY4wxxtQs69AYY4wxxhhjapZ1aIwxxhhjjDE1yzo0xhhjjDHGmJplHRpjjDHGGGNMzbIOjYk0EUkGv/cVkYXD7jtJRO4dNu1GETk7uD1TRF4TkRdF5CkROahyLR+ZiHxfRL4R3P6BiLw7uP0VEWktetz9IjI5pGaaMhrKdInmtSHvw6YfLSK/Cm6fLyKdIjJfRF4Wkc+Wqv6OKv48D2vrSSJyfNHjPi8inwyrncZszbBtzvUicnBw+9Jhj3u6zO3YbBtpTDWxDo0xY/MxVT0MuAm4avidIhKvfJN8qvo9VX0k+PMrQGvRfe9T1b5y1RaRRLnmbcKnqnNU9UtFk25T1cOBk4ArRGTX4seHmYdhbT0JOL7ovmtU9U/lqh3m59+UnvhC+79JVT+jqi8Hf1467L7jR3iKMZFhHRpjSmMW8Abw95AHR0eeA94mIh8XkeeDPdjXDv2TIyKni8gLwRGeR4NpO4vInSKyQESeFZFDg+nfF5EbgqNCy0Rkwz+TIvKd4EjRI8BBRdNvFJGzg8dOBx4TkceC+5aLyJTg9tdEZGHw85Vg2r4i8oqI/F5EFonIv0SkJbjvABF5UETmisgTIvKmono/C2r8pKyvttkiERkvIo8G+XpJRD5QdN8ng3y9KCI3B9P2CR6/IPi9d9Hs3h28z4tF5Izg8ZsdvQRQ1Q7gdWCf4XnYQm52FZE7gva8OHQEZQdyeVTw/GeAi4uW9yQRuVdE9gU+D3w1+CyeKJse0Tw8+MwtCNqzUzB9poj8JPgMLxaRE4PpcRG5SkRmB8/5XFG9x0TkL8BLY383zY6QYUcUROQbwfs92vt5vojcFWT0NRG5vGg+r4jI1cALwF4i8s2i9/1/imps82cr+Hz8SkSeFn+dPnQURkTkN+If7bwPmFY0/5niH3H8MdAS5PiW4L5k0fOvCj43L4nIOcH0k4Ln/0NEXhWRW0REgvuOEpHHg8/mQyKye9H0zT5TxlQlVbUf+4nsD5AMfu8LLBx230nAvcOm3QicHdyeCRwd3P4m/l5qAAU+Etx+M3AP0BD8fTXwSWAqsArYL5i+c/D718Dlwe1TgPnB7e8DTwNNwBSgG2gAjsL/p6kVmAgsBb4xQluXA1OKlmN5MJ+h548DxgOLgCOC18MBDg8e/zfg48HtR4E3BrePA2YU1bsXiIf9vkb5B0gCCWBi8PeUIBcCvAV4bSgLRbm7B/hUcPsC4M6i9/RB/J1fbwRWA83Fnw3gfOA3we39gQ5g5+F52EJubgO+EtyOA5N2MJcLgHcGt68i+DwPa+v3hz4fw/8e9vwfAL8Ibs8Efhrcfh/wSHD7QuCy4HYTMAfYL6iXIvhs209on4N9KVqnA98I3u/R3s/zgXXALkALsBA4OpiPB/xb8Lj3ANfhf55iQcbfwY59tv4ezONgYGkw/UPAw8FnYTrQx8jbnOSw5R3alv1H0fN3BVYCuwe57Af2DGo+A5yAvx15GpgaPP8c4IYtfabsx36q8ceGhRgzOt2G6beISAa/g/BfwTQX+Gdw+134/5zNDnaGteD/w/dvwCxVbQNQ1Z7g8Sfgb5BQ1RkisouITAruu09Vc0BORDrwN1YnAneoahpARO7ezmU8IXh+Knj+7cE87wbaVHV+8Li5wL4iMh5/yM7fg+UB/5+5IX9XVXc722BKT/CHfr0D/5+xPfDzcgrwD1Xtgk1y9zb8f6QAbgauLJrX31TVA5aIyDLgTSPUO0dETgBywOdUtSfIx99V1d1Kbk7B7+QTZKc/mNf25HISMFlVHy9ahvdu84u1+fNvwv9nc8jtxfWC2+8BDpWN5xhNwu/05YHnhz7bpiqN9H4CPKyq3bAhcycAdwIrVPXZ4DHvCX7mBX+Px3/fD2P7P1t3Bp+tl2XjMM13AH8NPgtrRWTGdi7bCUXPbxeRx4FjgAH8XK4Olm9+sOx9wCHAw8FnMw6sG+tnyphKsw6NMaPrBnYaNm1noKvo74+p6pxhj8kW/VMvwE2q+u3iB4jIWYzcYZIRpg09Llc0zWXj53e0jte2GKnekOH1WvD37PWpf77ESFJjaIspnY/hHwU8SlULIrIc/8iKsG150VFuj/Q3+EcnvzjC9KE8bC03w21vLrd1uXbUUM3iz50A/6WqDxU/UEROwj4H1cBh02H1zUW3R3o/YfSsF7+fAvw/Vb22+IHiD+3d3s9WcZZllMdsr+357CSCxy9S1bdtMhP/ojHl/EwZU1J2Do0xo1sCTBeRN4M/Fhp/L9z87ZjHo8DZIjItmMfOwXyeAd4pIvsNTQ8ePwv/n9Ghf4y6VHVgC/OfBfy7iLSIyATgzFEeNwhMGOX5HxSRVhEZB/w78MRoxYK2tInIh4M2iogctoX2mXBMAjqCzszJwD7B9EeBj4jILrBJ7p4Gzg1ufwx4smheHxaRmIgcgD+k7LXtbcxWcvMo8IVgelxEJrL9uexj45GdoWUYyYifA1XtB3olOJ8C+ATw+PDHDfMQ8AURaQjafmDQVlMd2oFpwVHuJuCMbXjOqcE6ugX4IPDUCI95CLggOOqIiOwRrN935LM1klnAucFnYXfg5FEeVxjK3gjPPyd4/lT8Iz7Pb6Hea8BUEXlb0O4GEXnLdnymjKkKdoTGmI0OEpHVRX9/Ffg48EcRaQYKwGeCf362iaq+LCKXAf8S/+o4BeBiVX1WRC4Ebg+mdwCn4o/x/qOILADSwKe2Mv8XROQ2/E7WCkb/p+864AERWaeqJw97/o1s3OBdr6rzxD+BejQfA34XLFcDcCvw4pbaaSpD/KuJ5YBbgHtEZA5+Nl4FUNVFIvIj4HERcfGHzZwPfAm4QUS+CXQCny6a7Wv4/9zvCnxeVbNFw8a2x2i5+TJwnYj8J/5e4y+o6jM7kMtPB8uQxv+ncyT3AP8Q/yIJ/zXsvk8B14h/efNlbPoajOR6/CE7L4j/gnTi/xNsqkDQmf8B8BzQRvAZ2Ion8YdWvQH4i6rOGZ45Vf1XsJPrmeBzkMQ/j2tHPlsjuQN/GOZLwGJG71hfBywQkRdUtbizcQf+MLcX8Y+w/LeqrpfgIhzDqWo+GDb5q2CYWQL4Bf55a9vymTKmKoiqHVE0xph6EBz1+L2qHht2W4ypJSJyPv4J9yMNnTTGVDkbcmaMMXVARD4P/BW4LOy2GGOMMZVkR2iMMcYYY4wxNcuO0BhjjDHGGGNqlnVojDHGGGOMMTXLOjTGGGOMMcaYmmUdGmOMMcYYY0zNsg6NMcYYY4wxpmZZh8YYY4wxxhhTs6xDY4ypOiIyTkT2FJHxYbfFmHKzvJsosbybcrDvoTHGVA0ROQX4LjAQ/EwEJgBXqOojYbbNmFKzvJsosbybcrIOjTGmaojIk8B7VDVdNG0c8C9VfXt4LTOm9CzvJkos76acbMiZMaaa5IC3Dpv2ViAbQluMKTfLu4kSy7spGztCY4ypGiKyO/At4FAgDrjAi8BVqromzLYZU2qWdxMllndTTtahMcYYY4wxxtSsRNgNMMaYISJyCPBD/JNFY4AH9AOXq+qCMNtmTKlZ3k2UWN5NOdkRGmNM1RCRJ4BzVHVt0bTpwG2qemJ4LTOm9CzvJkos76ac7KIAxphqJ2E3wJgKsrybKLG8m5KwIWfGmGryeeA3IrIzG4ckdAMXhdoqY8rD8m6ixPJuysaGnBljjDHGGGNqlh2hMaYKBeOKLwUOZuOerJeBH6vq6jLX/rSq/lFE3ghcCeyM/63Ol6vqC2WuPbTcb8a/rGfFltuEx/JueY+KqGY9qG95N+WjqvZjP/ZTZT/Ao8Axw6YdCzxaidrB7weAg4PbewBP1fNy2094P5b3yi+3/YTzE9Wsh73s9lP/P3ZRAGOqUwuwaNi0RcH0ckuLyC5AGlgfTOvB/xK0cgtzuU14LO8bWd7rW1SzDpZ3U0Y25MyY6vQd4F4RSQOD+Nftbwa+W4HaFwO/AKYCr4vIy0ASuKwCtYuXewCYROWW24TH8m55j4qoZh0s76aM7KIAxlQxEWkBJgN9qpqpcO0EMCWona1w7RZgJ6C30sttwmN5t7xHRVSzHtS3vJuSsw6NMVVIRMYDnwP+DX/F3wc8C1yrqoMhtekzqnp91Gqb8rO8V09tU16W9eqrb+qDdWiMqUIicjfwZ+ARoB9/WMK7gU+q6pllrn3KSJOBn6jq0fVa24TH8l752iYcUc16NdQ39c3OoTGmOu0C/ENVveDvXhH5J/CVCtT+B/446+Hf4Dy5zmub8FjeK1/bhCOqWa+G+qaOWYfGmOr0W2CmiCxg48mTbwF+V4Has/CHP7QXTwy+3bmea5vwWN4rX9uEI6pZr4b6po7ZkDNjqlRw4uaBBCeOAotV1QmzTcaUi+XdRIVl3ZjSs++hMVVLROIi8h8icpWIXC8i/yciZwcbg7DaVNYxzsVU1VHVl1X16eC3U4n6ItIUvO6HisgEEfmyiFwoIs3lrl3Uhp8FV8JBRHYRkT9WqnZYLO+W9+C25T28NlUk71HOetCOyOXdlJ8doTFVS0RuBhbgf7tw8cmTh6nqx8tce/+RJgM3quqJ5awddn0RuRN4AYgDJwN34g+NOE1VP1zO2kVteA/wLeAh/Pf826o6pxK1w2J5D6e+5T0cUc171LMetCNyeTflZ+fQmGq2r6p+Yti0eSLyRAVqz8c/gXH4yYv7VaB22PUnqeoPAETkfar6s+D2eRWoPWQh/pfOvQv/m6QXVrB2WCzvlnfLe/3nPcza1ZB1iGbeTZlZh8ZUs7tE5F5gJv5epInAO4F7KlB7IXCJqnYWTxSR2ypQO+z6jUW3Lyq6Ha9A7SE3AF9V1VdE5HTgPvyNXz2zvFveLe/1n/eoZx2imXdTZjbkzFQ1EZkCHMvGkydnD98QlKluIsyTNMOsLyK7AD1atHIQkQbgcFWdXaE2xIoua4qIjFfVZCVqh8nyHkpty3tIopj3qGc9qBnJvJvysosCmKqmql2qer+q/iX43Skix1SgriMiR4nItODk1Q8E434rYmiDJyJfGpomIg0i8r8VqN2tqlpcO3BWuWuLyHQR+Q3wsIjMFJEZwd+Ty127GljeLe+W9/rOe1SzDpZ3U1425MxULREZqcMtwBXAqWWu/YegVg6YCqwFBkTkbFW9sJy1h8mJyAPAjcBn8b/DIKzav6lAzZuBbxXvLRSRY4GbqPMhCZZ3wPJueY9O3qOWdYhw3k35WYfGVLMk8CwbT57U4PahFaj9BlV9J4CIvKSqZwe3H6tA7WJ/xh9X/gPgT6p6R4i176xAzRb8k0SLLQqm1zvLu+UdLO9RyXvUsg7RzrspM+vQmGr2CvDvqtpfPFFEHq5A7eLPxqXF5StQu9g9wI9U9aMi8nkRuU9V31/Htb8D3Csiafyr4EwEmoHvlrluNbC8W94t79HJe9SyDtHOuykzuyiAqVoisjvQrar5YdPLflKliLwFeFVV3aJpjcDpqnp3OWsPa8c4VU0V/b2nqq6OQO0WghOFVTVTiZphs7yHnjnLewVFPe9RzXpQL3J5N+VnFwUwWyX+N/k2BLcPE5EDK1FXVdepal5Ehp+w+KkK1F6kqm5x7WDDO7XctcG/6ouIfAO4UUQeEZF/BH/3b+25Jaj93uBmq4j8UkT+JSLXUIFLewbL/XXgT/jjrW8WkW+IyIRy1w7qh5J1sLxb3i3vgbrOe1SzHtQPNe+mvlmHxmyR+Fde+Tv+yvdXwPeB74nI/1SwGf8mIn8WkeNE5C6gkiu/sGr/BVgBfA44Df/EzRXB9HL7RvD7WuAB4Azgj/gnkJbbX4BVhLDcVZJ1sLxb3i3v9Vw7qlmHEPNuIkBV7cd+Rv0Bngp+x4ElbBymOKuCbYgB1+N/T8F/VXj5Q6kNPAXERmjLUxWo/S/8cc33Ac1Ftcv+noe83KFnvWh5Le+W97LXDn5b3itYO6pZD3vZ7af+f+yiAGZrPAD1D89fqapDJ125W3hOqd2Pvyfxi8D3ReQmVS37sISQa/8WmCkiC/C/RXsS8Bbg6grU/m/8q+AosEBEZgPTqMxlRcNc7mrIOljeLe+W93rOe1SzDuEuu6lzdlEAs0UiciowQzc/efLTqnpthdowXVXXFv19lKrOjUDtBHAg/kq/D1iiFfyGaRHZD9gVf2x3xWqHtdzVkPWgpuXd8m55r+PaUc16UDvUZTf1y47QmC1S1YcBRORIVX0hmJYXkaXlri0iceCD+OOcd8Jf+T0L3Fnu2kOKN3aB6UAlNnhx4APAvwEbll1E7qzUyl9V24C2ojadqar3lLNmmMsdZtaDupZ3y3sflvc7K1Efwsl7VLMe1Al92U39siM0ZpuIyM3AGuCXwP8Cg6r61QrUXAA8ir8naSLwbuAwVf14mWvvP9Jk4EZVPbGctYP6NwMvAY8QoWUPc7mHtaGiWS+qa3mP0LJb3qOX96hmPagfet5N/bIjNGabqOongss7rgC+rKq/q0DZfVX1E8OmzRORJypQez7wDzb/orX9KlAborvsYS43EFrWIbrvOUR32S3vm7L3vLzmE93Pualz1qEx20REbgGWAfsDPxaRPVT1sjKXvUtE7gVm4p9AOBF4J1CJLz5bCFyiqp3FE0XktgrUhugue5jLDYSWdYjuew7RXXbLu73nUVluqIK8m/plQ87MVonIUfid3zn4163PAi2qemcFak8BjiX4VmFgNv5entllrpsADsO/Zn43/nJnVPVf5aw7rA2RXPawljuoHVrWg/qRfM+DNkRy2S3v9p4TkeUO2hBa3k19sw6N2SIR+QP+4ekc/rcor8XfszJNVS8sc+3Rvvj1IVU9tcy1Q1vuoH4klz2qyx3Ut2XfXF0ve1SXO6gfyWWP6nIH9UNbdlP/bMiZ2Zo3qOo7AUTkJVU9O7j9WAVqJ/GvelNMgEMrUDvM5YboLntUlxts2aO47FFdbojuskd1uSHcZTd1zjo0ZmuKM3Jp0e3hJxWWwyvAv6tqf/FEEXm4ArXDXG6I7rJHdbnBlj2Kyx7V5YboLntUlxvCXXZT52zImdkiEXkL8Kpu/uVrp6tqWU/kE5HdgW5VzQ+bnij3NevDXO6gViSXParLHdSyZY/Yskd1uYNakVz2qC53UCu0ZTf1zzo0xhhjjDHGmJo12glaxhhjjDHGGFP1rENjjDHGGGOMqVnWoTHGGGOMMcbULOvQGGOMMcYYY2qWdWiMMcYYY4wxNcs6NMYYY4wxxpiaZR0aY4wxxhhjTM2yDo0xxhhjjDGmZlmHxhhjjDHGGFOzrENjjDHGGGOMqVnWoTHGGGOMMcbULOvQGGOMMcYYY2qWdWiMMcYYY4wxNcs6NMYYY4wxxpiaZR0aY4wxxhhjTM2yDo0xxhhjjDGmZlmHxhhjjDHGGFOzEmE3wITr1PhHdKsP0q0/ZGse9v4uw6edNumCrc5Ys7kt3+8Utl7b/dtmtQFO3/kzW63vZbJbrl9wtl7fuXWz+la78rUhunkP+3WPaubCrB1m1iG6ebfPWji1jbEjNMYYY4wxxpiaZR0aY4wxxhhjTM2yDo0xxhhjjDGmZlmHxhhjjDHGGFOzrENjjDHGGGOMqVnWoTHGGGOMMcbULOvQGGOMMcYYY2qWdWiMMcYYY4wxNcu+WDMkInIIcB3gAkuBC1Q3/ZYzEXkP8D0gDsxQ1e+UvCEl+GK1HeWl0lt/kHpbuX/H2+8lU1sv77plqW+1K197zM8dozDzHvbrHtXMhfq6h5h1iG7e7bMWTm1j7AhNeF5T1eNV9cTg76NHeMxjqnqCqr4NOF5EplawfcYYY4wxxlQ969CERFULRX/mgISI/AVARP4sIkcPPUZE4sB6YKDyLTXGGGOMMaZ6WYcmRCJylogsBKYBc4A2EbkWWKuqc4LHXAi8BnSrai681hpjjDHGGFN9rEMTIlW9W1UPAdYAZwDXAP8J/LLoMdcBBwF7isgRoTTUGGOMMcaYKmUdmpCISFPRnwNABvgx8GXgB8WPUVUXSAWPMcYYY4wxxgSsQxOe00XkcRF5HNgVaAVWqOpvgaSInAp8WkRmisiTwDJVfTXMBhtjjDHGGFNt7LLNIVHVu4C7hk2+Pbjvy8HfD+MPQzPGGGOMMcaMwDo0JjzeVq5HX2bqOFY7QrVDF2Lew37do5q5sF/3UEU072G/51FedhNtNuTMGGOMMcYYU7OsQ2OMMcYYY4ypWdahMcYYY4wxxtQs69AYY4wxxhhjapZ1aIwxxhhjjDE1yzo0xhhjjDHGmJplHRpjjDHGGGNMzbIOjTHGGGOMMaZmiaqG3QZjjDHGGGOM2SF2hMYYY4wxxhhTs6xDY4wxxhhjjKlZ1qExxhhjjDHG1Czr0BhjjDHGGGNqViLsBphwiTRsw1Uhxn7hCFVHhk/LLDxJxXOJJfuIJQcgk8ZbnsTta2Vw5W60Ld2PgWwrczqnsqgvwUDB5TVdQz+dZNxeMk4Pqg6el0cpgHooCnibtHuk2gBZ5zpVdVDPQdX/8ZwkeA4UBpFcP+LkiA+2E0/2Iekksm4dpBzyayaSXD2NXKqFtlV70ZGcwNpMK6/0NzFYgDXZLOtiXSgeryXv2Kz+4LpPK0As3Us81Y3ks8Q71kIqiXZnya3cGTfdRNeK6bR3T6Ev3crLvTvTm0+wJi20ZbJkyNMRX0fS66bgpck6/XhawNM8qjkAPC9ttYtENe9hZh2im7kwa4eZdYhu3sNex0U178ZYh8aEpmFtG3geDA5AbxYvFSPdtjuZ3gl0dkxlWc8U+vJNrE4n6MgVSGqOZKyPnJek4GX8jZQ6o2zsts51kgB4bhb1suBkIN+HODlimR4SA11IPkusqx16+9BBj8zyKRRSLfSuncbazmmkck0s7t+JjmwDndkYy1MF0urQEeukj3Y83JGXvXMpAPG+LqS3C9IZ3NXg9I0j270bnat3I5trZnn3VFYnxzNQiPN6MkF/XuksZFkf6yAnGfrd9eS9JK6Xx/UyKB6q/usx6use0dphCzPvYWYdops5y3v08h72e255N1FlHRoTntXrwQO3t4FC9y4UUi20t+1J3+BE1vRP5pX+CfQVYixPOqyWTjKxNEmng7yXwnEzwZ47d9Q9d1vjBRs9LQz6GzvPIT64HslniCf7/I1dLou3OkuhYyK5vgm0L9+TwdQ4VvXtzOKBiSQLcV4fhI58nkGyrI+vJq9pMm4vOWdw1NqJtcv9G51duOvjeOkm+tumk+ybSHfvTizpnsZgoYHXk02sTkHS9VjldZGUAVKxXpJOJ54WKLgpPM0Hr8G2bfijWjt0IeY9zKxDdDNneY9e3sN+zy3vJqqsQ2NC43Y2ggr5nglkuidTyDbRPziB7tR4unPN9BViDOQh6Tlk4mnymsbRHJ7nAJ6/sWNoRbf9tBBslApJYvkUkk8TSw8Qy6aIDfRCbx9kPJyuSWS7J5PpH0/v4EQGMi10ZVvozccZLAj9jsMgWQZjg2R1kIKXwfFyeFoYvXhvLwBeD+Q7J+FkmhnsnURv/yS6U+PpzDUxWIjTm/fnn/QKJGMDZEmS85K4weug6gQr+5E2/Fa7moSZ91CzDtHNnOU9enkP+z23vJuIsg6NCU3bE0eiKgwkx9OVmkCq0Ejb4Hg6c3G6c8KydJY0Odrjaxlw1+N4OfLOYDCWtgDqjLCi2/aNX6xvGQDxVLc/jjqbRtrXw2AOt7uR1Mo9KGSaaV+zG+t6d2Ew18SrAxMZKMRYnxFWZbJkKNAZ6yQZ6ybvpck4Pf54Xy+PF4z3HUnquSkA9K2bSnv7NFK5Zl7v25nOXCPduTjLk5BxXTq8frrineRjaZJuBwUvM+wwfG6UFf7or0NUa4ctzLyHmXWIbuYs79HLe9jvueXdRJV1aExoVnTsBkBXppX2TAtpN0ZbMk53zqPXybE6tpYsSVJuN1mnL9iYZIO9NsM3dtu/ootn+vzfyT5ifd2QSaOdOdy+VnJdk+hdO41stpkVXdNYlZxAXz7B4oE4AwWPLifDmvhaHHIMuh3kXX+8r+OlNjlMPpq+dVNRL0Z7x1TaeqeQLDSweLCFjozQV/BY4faRkTQDsS5STheO5ii4qY3jysewwo9q7bCFmfcwsw7RzZzlPXp5D/s9t7ybqLIOjQnNq707A9CTT9Cdi5F1YW3God/LMiBJknTjaC7YoOT8q9VsMgxhxzszAIn1KwCQ7k60M4uXaiCzag8yvRPo753Mqs5dg72KE1iTbmCgILRnCwxqjp5YH2nt3dA+JziJdfPD5CNbtnJvANYMTmJ5qpWUE2NVCnry/vz74j3kNU3a6yXvpVD1/DHlQ6/BiBvUbXsdolo7bGHmPcysQ3QzZ3mPXt7Dfs8t7yaqrENjQvPgOv9rkJJejqRkKJCnVzrISZKClybnDuJpAdfL+kMQ8FAdurKMx5hXdK+uAg9y6yaTXLcX+XQzq9ZOpys5gc5sC4sHWkk5wpq0R7uTIiN5OmQ1OZLk3SQ5ZxDF3UL7Rvev1XsAsD4jrMkUyGiejlgnSekjR5JMoRdPHf/k2C2eHLn9r0FUa4ct1LyHmHWIbuYs79HLe9jvueXdRJV1aCIvvBVHt5dGUTKSIRnrx8Uh7fb642k154+n1aHLNTpFzyzNyYFuXzN4MXJ9E0j1TyCTbvFPXMy20JVtoisnpB2lx8nTE+sjJ1my3gAFL03By+BpbmP78Ir2Lm19pdydEzyF3rxHr6bJSIZBesh4/biaw3GzRdfe3zj/UpwcGdXavmjmPcysQ3QzF27ew/2nMKp5D3sdF928m6izDk2piUwH7gUOBsaj6iDyTeADwArg/OCTvPXn+dO3/twatTq2DA/XH0frpHHVwfEyuF4O8Iou2zk0nhpKuQdn5bOH4XlCR+/OrBqYTMpJ0JZsoTsn9OWV1fkkGcnTG+8k6XXjeLmisd5FJ4buQPteTqbx8OiLDdAX66BAlozTh+NlNuy13PIlK3d8+aNaO2xh5j3MrEN0M2d5j17ew37PLe8mqqxDU3o9wLuAOwAQmQqcjOoJiFwCfBD4+1aft33PrUk9+TYAPC0E3+bsbTqOesRD/KVb4S1a5Y/3XZmcwLJkIykHVqUL9GqGZCxJd2wNjubIFvqDExe9jSetjrF9S2KLAMh5SbJOH6pesMfS2bCR9+dW+sPwUa0dtjDzHmbWIbqZs7xHL+9hv+eWdxNV1qEpNdUskEVkaMqxwMzg9iPARxF5GrgBeB/wQ+A5VO8c9ryRn1tHHRp/Tx2Ah1d80uUmh/iHlH6ltyY1HoD12Qa6ckrWVfo1y0BsgLQMknfTwdCI/MYN8mbt27GVcs7zv/it4KWDDb6HMtJ3L5T+MHxUa4ctzLyHmXWIbuYs7xC1vIf9nlveTVRZh6b8JgMDwe1+YCdU1yDyD+A6oAXVb2/zc+uI66WCWxs3IiOv8MqzB+ex9gYAego52mM95MgyEPMv0+mo/50IG4dG+CP9SrVXMZVvD+bnjHk4j9WuDWHmPcysQ3QzZ3mHqOU97Pfc8m6iyjo05dcH7BHcnhj8DfBn4KfAaTvw3PqwyeHnIZUbT7um4G9w+2L99LIOVwtk3N5NTlws13hfz8sGc6j8Yfio1g5diHkPM+sQ3cxZ3qOX97Dfc8u7iSrr0JTfbOAi4Erg3cCzwfTvA98FLgXO3M7n1oXRDz9XZqW3Pr4WgIwOkHK68bTgn7zo5dnwbcUwwgZv7O0b2iu46XcaVGalH9XaYQsz72Fm3Z9LNDNneYeo5T3s99zybqLKOjSlJtIAPAAcBjyE32GZhciTwErgF4gcDUxH9RJE4oh8Frhxk+eJXIrqc4hs+ty64m79IWXUkV/st8LL+ycusuklRMu5Z2nz4Q2VW9lHtXb4wst7mFmH6GbO8h6OqK7bw64f9rKbaBNVC1yUiSQqEgBVR4ZPC7M2QFPDngrgaW7jJUQZ7br4O97UkZe9oWiG5XsZrPbw+tHMe5hZh+hmLtza4a5fo5r38Ndx0cy7MXaExkSW4w4CYY33DXNHQlRrR1e4Wa/E/K222Si66/aw64e97CbKrENjImtoHLV9uZepd5Z1EyWWd2Oixzo0JrJ0xI2bbfBM/bGsmyixvBsTPdahMRFme+5MVFjWTZRY3o2JGuvQmAizDZ2JCsu6iRLLuzFREwu7AcYYY4wxxhizo6xDY4wxxhhjjKlZ1qExxhhjjDHG1Cz7Yk1jjDHGGGNMzbIjNMYYY4wxxpiaZR0aY4wxxhhjTM2yDo0xxhhjjDGmZlmHxhhjjDHGGFOz7Is1I06kYRuuCjH2C0eoOjJ8WmbhSQoQT/YRG+iFbBZd3o/T10py1a60LdmfgWwrczumsag/QV/e5TVdwyA9pNwuMk4Pqg6el0cpgHooysZvidZRawO4ekvJrojhqYOqS6HQhzuwhObFs3Ae6uSlWcdy3OP3bla/HLUdJ4mTaqNp+TPIYwuYfeepvP2Ju6x2kajmPcysl6t+LWQuzNphZh2im/ew13FRzbsx1qExoRLPBc/1/1APVQEV1IuhKqgKHuAVrSY93FDaOhpPHVwvh1PowxtYQvOSp3Ee6mTWgydzz6rdOK4CtV0nucnGduYDZ3Hj0mm83WpXlVrPe5hZL64ftcxZ3sMR1XV72PXDXnZTm2q/QyMSB36M6jfDborZPg1r28DzYHAAerN4qRjptt3J9E6gs2Mqy3qm0JdvYnU6QUeuQFJzJGN95LwkBS/j771TZ5S9d5XhqYPjpnDyfUjPQlpfepzBB5q577EzuHVFK3N0Lr+tVO1FTzB4XyP3PXYGtyxv4VlvVpkqR7f2WNR63sPM+oj1I5I5y3v08h72e255N7Wo9js0qi4iRyEi2Jfq1JbV68EDt7eBQvcuFFIttLftSd/gRNb0T+aV/gn0FWIsTzqslk4ysTRJp4O8l8JxM8FQBHfUoQjltMnh8Ox6Eu3zaJz3FOvuOJDbZh/L7etyLPAeJlPoCKn2I6Tza6x2NanRvIeZ9W2vX3+Zs7xHL+9hv+eWd1PLar9D45sH3IXI34HUhqmqt4fWIrNVbmcjqJDvmUCmezKFbBP9gxPoTo2nO9dMXyHGQB6SnkMmniavaRzN4XkO4PkbO4Y2dpWzyeHwZBtNK2cTe3I+C+95JzctehP3D6xkhTOXvNOFasFq13jtUqnFvIf9ukc1c2G/7qVgea+d2mHXD3vZTX2olw7NzkA3cErRNAWsQ1PF2p44ElVhIDmertQEUoVG2gbH05mL050TlqWzpMnRHl/LgLsex8uRdwbxNO+v1NQZYRhC+TZ+Q3uQXC+Lk+tCuhfR+srTpB8WZjx2Nn9+fWeecGfTk12C6w4GG+TStMdqV752qdVS3sN+3aOaubBf91KyvFd/7bDrh73spr7UR4dG9dNhN8FsvxUduwHQlWmlPdNC2o3RlozTnfPodXKsjq0lS5KU203W6cPTAp6XDYYhDN/YlX8YwoaTQ1OraFw7n8Tzz7PqwSO4Y/6R3LHWYYE+SjK3Gk+zUMITW6125WuXQ63kPezXPaqZC/t1LzXLe3XXDrt+2Mtu6k99dGhEDgR+B+yK6iGIHAqcheoPQ26Z2YJXe3cGoCefoDsXI+vC2oxDv5dlQJIk6cbRHHk3ievlUHWGDUOozMaueFxvvOtlWpfMJTvT5cmZZ/HPtunMSK1kpTuPXKEjOBxe2r1XVrtytcup2vMe9use1cyF/bqXi+W9OmuHXT/sZTf1qz46NPB74JvAtQCoLkDkL4B1aKrYg+v873VNejmSkqFAnl7pICdJCl6anDuIpwVcLxus1DxUh/bSeFRyeBmDbTSvmIc8/yrLZxzF3QsP4/51ynyepj+3vKSHw6125WtXQrXmPezXPaqZC/t1LzfLe3XVDrt+2Mtu6l+9dGhaUX0e2eS7lpyKt0LkEOA6/GOjS4ELgVnAW4HDUV26jc+7AP+92fpzxyy8lUW3l0ZRMpIhGevHxSHt9lLwMriaw/UyqHobxlNvVL5LdxavdF0niZdaRUPHyzQsmsPAjF15/NmzuWvlLjyRW8aawovknZ5gYzz2w+FWuxK1Le8b5hriex52/WjUDvcfQct7ddQOu37Yy26io146NF2IHMDQGlzkbGBdCO14DdXjgzb8ETgc+CDwk+183tHAnG18bs1aHVuGh4ujOQpOGlcdHC+D6+UAr+iynUPjqaFcwxA2W+lm1pHoepXmpQvIP1Ngzqx3cMfr+zGjZ4DF+gjJ/Fo8L00p9iRa7crXDkO15D3s1z2qmQv7da80y3v473mUl91ET710aC7GP8LxJkTWAG3Axyveik2vJ5gDVqHavsmRI5E9gBuA9+EPiXsO1TtHeJ4C7cOOOtWVnnwbAJ4W/PHT6m06jnqT4QdDSruhA0Zd6RbmZHjl6SN4YMlBPLIeXpQ59ORfx/UGSzKud0srfKtdntphCjPvYWd9qA1RzJzlPXp5D/s9t7ybKKqPDo3qMuDdiIwDYqgOhtYWkbOAK4DF+JeS3pTqGkT+gd8Ba0H129v0vDrk76kD8PwNkG787gF0+LCD0q/oXC+H52ZxC31oeh2JntdpXvoShRdyLH72MGYsPYjH2huY7b1Gp7OYfKE3uNrK2PcgFdyU1a5w7bCFmfcwsw7RzZzlHaKW97Dfc8u7iar66NCINAH/AewLJDYc1VD9QcXbono3cDcivwbOAO4Y4VF/Bn4KnLadz6srrjf0HagbN3CbDz3wp5ZDfnAJkm6nobuNxOsvk38hzqLnDuPx5Qcwq72ReW4b651XyBa6US9T0hMU85nVSHIVDZ1LrXaFaoctzLyHmXWIbuYs7xC1vIf9nlveTVTVR4cG7gL6gbn4Q7bCIdKE6lD9ASAzyiO/D3wXuBQ4czueV1+GhgVsskKrzJdkArTMuwNZsZrUi7sxf97xPLZqb57qFBaylM7C0rKudJteuZf4ktdIzZnCiy+8jZmr9uEJq13fG7oQ8x5m1iG6mbO8Ry/vYb/nlncTVfXSodkT1dPDbgRwOiJfC24vAf6FyN+AE4A3InIlsAaYjuoliMQR+SzQsdnzgM2eq3pXJRem3EbeW+ffUwmvXrkPi9e/jac7dmJOX44lsYX05NsoOP2o5sq60u35tcu8V85k5vppzO7J8ZrVLnvtsIWZ9zCzDtHNnOUdopb3sN9zy7uJKvHPPa9xItcBv0b1pbCbUmtEEhUJgKqz2dUNwqwNcGLrhdoR66TDayNVaMdxh05MLO143pHqf3KXL+uL2S5W8yqD+bVWuwK1Ibp5DzPrEN3MhVk77PVrVPMe9jouqnk3pl46NC8Db8C/ulkOEEBRPTTUdtWAqP6DB9DYsLv6X+qWC664U54TE0eqP775IM05PcF3MZR+hW+1q++frDBrh5l1iG7mwqwd9vo1qnkPex0X1bwbUy8dmn1GnK66osItqTlR/QfPr9+klbi6ykj1Y9Ks/pCM8ta32puKat7DzDpEN3Nh1g5//RrNvIe9jotq3o2pj3NoVFcgchhwYjDlCVRfDLNJphaE903EirP1B1ltUzLhfut2VDNneQ9LNNftYdcPe9lNtMXCbkBJiHwZuAWYFvz8GZH/CrdRxoQtzJ1YUa1twhPVzFneoyfs99zybqpPfRyhgf8EjkPVv/C9yE+AZ4Bfh9koE3VhrnjjxKTZapsKCfufjKhmzvIejqiu28OuH/aym2pWLx0aYdNjzC7hb2FNpAkiDcSkJYTKCeLxCUxu3t9qmwoIL+t+9WhmzvIelmiu28OuH/aym+pXLx2aPwLPIXJH8PcHgT+E1xwTbXFisVbGN05nt/iBFawrCHESiZ3Yo/lI3tPyBqttyiysrEN0M2d5D08U1+1h1w972U2tqI8OjerPEJmJ/yWUAnwa1XnhNspEkxCTZiY378+J8eM5bfd8xeqKNNDUMI03Jt7Gv+88hY8fPtdqmzIKK+t+7WhmzvIeniiu28OuH/aym1pS2x0akYmoDiCyM7A8+Bm6b2dUe0JqmYkoIU5DYhIH6eF8eJ8kp7/96YpUFWmguWE3Dom/k/OmN3Pu8Y8z9YNrrLYpm3Cy7leOZuYs72GK3ro97PphL7upNbX9PTQi96J6BiJtbHrR86Ev1rTBlsYYY4wxxtSx2u7QGGOMMcYYYyKtXr6H5tFtmmaMMcYYY4ypK7V+Dk0z0ApMQWQnNl6qeSIwPbR2GWOMMcYYYyqitjs08DngK/idlxeKpg8Avw2jQcYYY4wxxpjKqY9zaET+C9Vfh92MWiTSsA0BGHtGVJ3Nvug0s/AkFc8lluwjlhyATBpveRK3r5XBlbvRtnQ/BrKtzOmcyqK+BAMFl9d0Df10knF7yTg9qDp4Xh6lAOqhKOBt0u6RagO4ektJwu+pg+vlcAp9eANLaF7yNM5Dncx68GTuWbUbv13/y83ql6p2sVTyNZ5796ucPudhPG8QGHnZo1obopv3MLNeyvrFaiFzYdYOM+sQ3byHvY6Lat6Nqe0jNCKnoDoDWIPIhza7X/X2yjfKbKuGtW3geTA4AL1ZvFSMdNvuZHon0NkxlWU9U+jLN7E6naAjVyCpOZKxPnJekoKX8Td26oyysasMTx0cN4WT70N6FtL60uMMPtDMfY+dwa0rWpmjcytyqND1crTeeRXfeunDG1b6lRLV2tur1vNeLVmH6GbO8h69vIf9nlveTa2o7Q4NvBOYAZw5wn0KWIemmq1eDx64vQ0UunehkGqhvW1P+gYnsqZ/Mq/0T6CvEGN50mG1dJKJpUk6HeS9FI6bCfbcuaPuuSsnTx1UXRwniZNdT6J9Ho3znmLdHQdy2+xjuX1djgXew2QKHWVvC0Cu4wn+esXHmZf9a0XqWe0dUKN5r7asQ3QzZ3mHqOU97Pfc8m5qRW13aFQvD35/OuSWmB3gdjaCCvmeCWS6J1PINtE/OIHu1Hi6c830FWIM5CHpOWTiafKaxtEcnucAnr+xY2hjVzlDwxBcJ4mbbKNp5WxiT85n4T3v5KZFb+L+gZWscOaSd7pQLZS9PdlcO+nvzObbK5tQzZa9ntXeMbWY92rLOkQ3c5b38qu2vIf9nlveTS2p7Q6NyNe2eL/qzyrUErMD2p44ElVhIDmertQEUoVG2gbH05mL050TlqWzpMnRHl/LgLsex8uRdwbxNO9vTNQZYRhC+TZ+Q3vuXC+Lk+tCuhfR+srTpB8WZjx2Nn9+fWeecGfTk12C6w4GG+TybowLboqm2y7lzFvPpyfzh7LWstpjU0t5r8asQ3QzZ3kfEp28h/2eW95NrantDg1MCH4fBBwD3B38fSYwK5QWmW22omM3ALoyrbRnWki7MdqScbpzHr1OjtWxtWRJknK7yTp9eFrA87LBMIThG7vyD0PYcHJoahWNa+eTeP55Vj14BHfMP5I71jos0EdJ5lbjaRZwy9oe8McXx5/+OZd8+0JmZq+nEv9Qbmttkca6rD0WtZL3asw6WN4t7+VRjXkPM+vbUt/ybqpRbXdoVP8HAJF/AUeiOhj8/X3g76G1y2yTV3t3BqAnn6A7FyPrwtqMQ7+XZUCSJOnG0Rx5N4nr5VB1hg1DqMzGrng8dbzrZVqXzCU70+XJmWfxz7bpzEitZKU7j1yhIxiGUP6Nj+vl0Hm/4zcXnMwv229BNb/ZYxLxnUKrvXvrcXVXe6yqPe/VmnWwvFveS69a8x5m1re1vuXdVKPa7tBstDdQnPw8sG84TTHb6sF1MQCSXo6kZCiQp1c6yEmSgpcm5w7iaQHXywYbEw/Vob1jHpUcXsZgG80r5iHPv8ryGUdx98LDuH+dMp+n6c8tr+iwG9fLwXM/5+pPncAly/+J6/Vv9hghwUVTPxpa7S/v+ua6ql0K1Zr3as46WN4t76VVzXkPM+vbU9/ybqpRvXRobgaeR+QO/LXOvwN/CrdJtSK87yHq9tIoSkYyJGP9uDik3V4KXgZXc7heBlVvw3jqjcp36c7ijZ3rJPFSq2joeJmGRXMYmLErjz97Nnet3IUncstYU3iRvNMTbIwrM+wml++m8c7L+O43zueqtbeMuNIH2G3ccVxxwa3AL0Op/cWP/x24ugprW943zLXKsw6W97HVDvc75izv2yfMrG9v/erMu4m6+ujQqP4IkQeBE4Ipn0Z1XsnmLzIduBc4GBiPqoPIN4EPACuA81EtIPIx4GKgB/goqgMjzKsB//yetwKHo7o0mL75c0VOAX4EZIFPoLq6ZMtUBVbHluHh4miOgpPGVQfHy/h7avCKLts5NJ4ayjUMYbONXWYdia5XaV66gPwzBebMegd3vL4fM3oGWKyPkMyvxfPSlPtIUXH7Mj1z0B/dzbnXf5J7UzeMeuWXRHwnfrb/frhfOjC02s5FtV+71Kol79We9aE2Wt4t76VQ7XkPM+s7Wt/ybqpRfXRofPOBdQwtk8jeqK4s0bx7gHcBdwTzngqcjOoJiFwCfBCRO4HPA+8A/gP4HHDVCPNygA8CP9kwxe/kjPTc7wLvwe9IfRu/w1M3evJtAHha8MdPq7fpOOpNhh8MKe2GDhh1Y1eYk+GVp4/ggSUH8ch6eFHm0JN/HdcbrNh4ak8dcrl2mh//NTMufScXL96ftanfM9pew6aG6Vyx9xl86LqnkalftdpVJMy810LWh9oZxcxZ3odEJ+9hv+eWd1Nv6qNDI/JfwOVAO/4nQvDXSIeWZP7+LoMsIkNTjgVmBrcfAT4KvAy8FBy9eQS4DpHxwD34V137ONCM6i+A9qJ5ARw4wnNbgUxwoYPnEPlxSZalivh76gA8fwOkG797AB0+7KD0GxjXy+G5WdxCH5peR6LndZqXvkThhRyLnz2MGUsP4rH2BmZ7r9HpLCZf6A2uclP+PXdDK/zGuTex8oppfPXxM3k0e9uoh+KFBAeOez83HFngiKtfhjd/iZjs2Mc7qrXLLcy8V3PWIbqZs7wPiU7ew37PLe+mXtVLMr4MHIRqd4XqTQaGhpP1AzuNOE01icgVwO+BnYH3bsf8diqaBhAvTdOrh+ulglsbN3CbDz3wp5ZDfnAJkm6nobuNxOsvk38hzqLnDuPx5Qcwq72ReW4b651XyBa6US9T9hNDPXVw3BSFnnm0zvgrC685mSteOJmHsneSd54cpbbQ2rQPX5/2Xi776vVkL/gqiQkHbfdKP6q1KynMvFdb1iG6mbO8B9M2qP+8h/2eW95NFNRLOlbhdwQqpQ/YI7g9Mfi7L7hdPA38Izi/BS5HN9stVTy/4c/tLZoG5TwTPixDwwI2WaFV5ksyAVrm3YGsWE3qxd2YP+94Hlu1N091CgtZSmdhaVk3dsMvGZpYN4fGZ2ax5q6juGX+Efyl61Rez8zC9R4ctbZII8c2n8vNpy5mj6uW4u3/S8bFx1ntahVi3sPMOkQ3c5b36OU97Pfc8m6iql46NMuAmYjcB+Q2TFX9WZnqzQYuAq4E3g08CywGDkEkXjQN/HNjbgY+i8jtqOZGmN/mz1VNI9ISDFs7GH9IW10ZeW+df08lvHrlPixe/zae7tiJOX05lsQW0pNvo+D0o5or614776ovMrB0T5YtPoBn1+7FrI6DeN7zWJ95Ecedw9aurJOI78LXdjuHH33/WjLnXU5T6z7bXvunFzOweK/I1Q5bmHkPM+tgebe8b3pPuUV13Q6WdxNdohrupR1LQuTyEacPffHm2OffADwAHAW8AFwKnIR/bsxK/Kuc5RH5BPAF/KMrH8U/wnId8H78CwEchep3EPkb/hXZ2oArUb1rs+eq9iPybuB/8a9y9qkSXuSgaNESFQmAqiPDp4VZG+DE1gu1I9ZJh9dGqtCO4w6dEFracdQj1Z/U8hbNOv047uB2f/v0hOY3csOBx3DmH15BD/8sDVvYexWXj21We3LroZop9ESuNkQ372FmHSzvYdQOe/0a1byHmXWIbt6NqY8OzRCRCYCimgy7KbUiqv/gATQ27K7+l7rlgivulOeE0FIu+5RxR/HAMbvwpj9NpmmP07Y6priU/+jUeu2x1N9e1Zb3MLMO0c1cLdbeXtXYoYnquj3s+mEvu4m2+hhyJnII/rCunYO/u4BPoroozGaZ6lZweqjkd2uM1ZRxRzHzxHHsddM+tEw9YetPsNomUGtZh+hmzvI+drWW97Dfc8u7qQf10aHxh3V9DdXHABA5Cf/KYseH1yRT/Sr3jedjNaH5jdx39BT2umlvxlV4pR/V2vWldrIO0c2c5b1UaifvYb/nlndTL+qlQzNuQ2cGQHUmInZZDFMXEvFduOHAYzj4Zqfie7CiWtuEJ6qZs7xHT9jvueXd1JNY2A0okWWIfBeRfYOfy/BPuDcmRBL8jGEO0sjXdjuHM//wCk17nFaaZlltU3JjzzpEN3OW91pT2+v2sOuHveymPtVLh+YCYCpwe/AzBfh0qC0yESeINBCPTdz6Q7cwj2Obz+VH37sWPfyzFf5SsajWNtuvFFn35xPNzFnea0utr9vDrh/2spt6VR9JUu0FvhR2M4zxxYnFWhnfOJ3d4gfu8FxaGvfixlNeJ/Oxy2mt8BeLRbW22V6lyTpEN3OW91pS++v2sOuHveymftXHERqRhxGZXPT3Tog8FF6DTHQJMWlmcvP+nNxwCl/ZY9oOzifORVPOYJ8rE7RW/MvFolrbbJ9SZR2imznLe+2oh3V72PXDXnZTz+qjQwNTUO3b8Jd/xGYsW1djdogQpyExiYP0cD68T5KPnDxzh+YzsfkNfPcjdyEHnlPaBm6DKeMO5/uf+EfkapvtU6qsg+Xd8l796mHdDpZ3U7/qY8gZeIjsjepKAET2oVYuQB+y0b4Urd5rh13fakevflRrh13fakevflRrh10/7GU30VYvHZrvAE8i8njw9zuAC0NsjzHGGGOMMaYCRLVODmSITAH+Df9ais+g2hVyi4wxxhhjjDFlVh/n0IgIcDpwJKr3AK2IHBtyq4wxxhhjjDFlVh9HaER+B3jAKai+GZGdgH+hekzILTPGGGOMMcaUUb2cQ3McqkciMg/wr3Im0hhym2qCSMM29GjH3ukd6WTBzMKTFCCe7CM20AvZLLq8H6evleSqXWlbsj8D2VbmdkxjUX+CvrzLa7qGQXpIuV1knB5UHTwvj1IA9VAUv2+7sd2jnajo6i0l68176qDqUij04Q4soXnxLJyHOnlp1rEc9/i9m9UvZe3iNshfL+LNn3s3S1P3ASMv+1hqp3rn8OG9cvwrfR2fnXoxv7n9EXjb14nHmgAouCkSt3yJ479wHs+n/1ja2t3PcvY+Lg+nr+PCqRfz61Fqv+MLH+Pp9B9GfM+jmvcws17q+sXtsLyPnvcwsw7RzXuYWR9r/VrOuzH1MeQMCojEGVrDiUxl41rPVDHxXPBc/w/1UBVQQb0YqoKq4AFe0WrSww2lraPx1MH1cuTzXbj9r2zY4M168GT+9NoBFWtHJvU6j/3q/SzLzCpbjXE7Hc3lR60G4Pedv+XA9+7F9Qc/x8vvvYH57/ozP3nDAqZ+4U3Mztxc+tq7/BvfD2pft4Xaz2RuKnntUqn1vFdL1sHybnkvv2rJeyWyDpZ3U9vq5QjNr4A7gGmI/Ag4G7gs3CaZrWlY2waeB4MD0JvFS8VIt+1OpncCnR1TWdYzhb58E6vTCTpyBZKaIxnrI+clKXgZf++dOqPsvasMTx0cN4WT70N6FtL60uMMPtDMfY+dwa0rWpmjc/ltBdrhejla77yKb730YTxvsKy1jjn3IeJPTcL1+lmRfISLFwOLh+59uG5rj1Wt571asg6W90rUHivLe2lUMutgeTe1q/Y7NCIxoA34b+Bd+Fc5+yCqr4TaLrN1q9eDB25vA4XuXSikWmhv25O+wYms6Z/MK/0T6CvEWJ50WC2dZGJpkk4HeS+F42aCoQjuqEMRymloGILjJHGy60m0z6Nx3lOsu+NAbpt9LLevy7HAe5hMoaPsbQHIdTzBX6/4OPOyfy17Le/YQ5nQVKAv01/2WtVUe8xqNO/VlnWwvNcEy3tJVDLrYHk3tav2OzSqHiI/RfVtwKthN8dsO7ezEVTI90wg0z2ZQraJ/sEJdKfG051rpq8QYyAPSc8hE0+T1zSO5vA8B/D8jR1DG7vKGRqG4DpJ3GQbTStnE3tyPgvveSc3LXoT9w+sZIUzl7zThWqh7O3J5tpJf2c2317ZhGq27PUKu+zN+Hg/faPcH4tNYFzjbnVXe6xqMe/VlnWwvFeq9lhZ3seu0lkHy7upXbXfofH9C5H/AG6nLi7bFg1tTxyJqjCQHE9XagKpQiNtg+PpzMXpzgnL0lnS5GiPr2XAXY/j5cg7g3ia9zcm6owwDKF8b//QnjvXy+LkupDuRbS+8jTph4UZj53Nn1/fmSfc2fRkl+C6g8EGubxxLLgpmm67lDNvPZ+ezB/KWmtIrJDGHbYxT8R34ewJ5/DNIxfz1g/MRI8uz6olzNpjVUt5r8asg+W9krXHyvI+NmFkHSzv1UxEbgDOADpU9ZAR7hfgl8D7gDRwvqq+UNlWhqdekvE1YBzgIJLFH3amqE4Mt1lmS1Z0+HtaujKttGdaSLsx2pJxunMevU6O1bG1ZEmScrvJOn14WsDzssEwhOEbu/IPQ3C9HE6hDy+1isa180k8/zyrHjyCO+YfyR1rHRbooyRzq/E0CxU4sdX1csSf/jmXfPtCZmavpxL/UAI0LltIX6Eh+CvOmeM/y61fuw33m1NoHXcc8Im6rD1WtZL3asw6WN4t7+VRjXkPK+tgea9yNwK/Af40yv3vBd4Y/BwH/C74HQn10aFRnRB2E8z2e7V3ZwB68gm6czGyLqzNOPR7WQYkSZJuHM2Rd5O4Xg5VZ9gwhMps7IrHU8e7XqZ1yVyyM12enHkW/2ybzozUSla688gVOoJhCOXf+LheDp33O35zwcn8sv0WVPObPSYR36kstQfvaySbX4OQ4Mr9L+Dzj6yjad9flKVWNdUeq2rPe7VmHSzvlvfSq9a8h5l1sLxXM1WdJSL7buEhHwD+pP5IpWdFZLKI7K6q6yrTwnDVdodG5I3A/wEHAAuAb6K6JtxGmW314Dr/quFJL0dSMhTI0ysd5CRJwUuTcwfxtIDrZYONiYfq0N4xj0oOL2OwjeYV85DnX2X5jKO4e+Fh3L9Omc/T9OeWV3TYjevl4Lmfc/WnTuCS5f/E9TY/gVJIcNHUj5a8dsFN8Yf7T0O5jm/teREXPlOgZeqHSl6n2mqXQrXmvZqzDpZ3y3tpVXPew8w6WN531Gknj9PunrEfuZu7ILcIKD5Z6jpVvW47ZrEHsKro79XBtG3u0IjIhcCFAAcfvMdRLS1j/0rHuXPbHlLV08c8o62o7Q4N3IB/6G0WcBbwa6D0nwCRQ4Dr8I81L8V/s2cBbwUOR3Vp8LgjgCvxX9f/Q/W+EeY1BbgbKAD9wDmoZhC5C3gncDaqjwSP3Qf4Lf5wuj+jWoaBtOGdctTtpVGUjGRIxvpxcUi7vRS8DK7mcL0Mqt6G8dQble/SncUbO9dJ4qVW0dDxMg2L5jAwY1cef/Zs7lq5C0/klrGm8CJ5pyfYGFdm2E0u303jnZfx3W+cz1Vrbxlxgwew27jjuOKCW/GH05ZO4r7v8P/W783+497L//z1UeJTLy3p/Mtf2/K+Ya5VnnWwvI+tdrink1ret0/YWYdaz3t4unpcnntozzHPp2H317OqevQYZjHSF45u14og6EBdB3DU0fvpM89/fwzN8TXGPzVlzDPZBrXeoZmA6u+D21chUq6Tn15D9XgARP4IHA58EPjJsMddBnwA1fQW5tULnBBcne1y/BO8/g58HvjcsMf+CPg0qp1jXYBqtDq2DA8XR3MUnDSuOjhext9LhVd02c6h8dRQrmEIm23sMutIdL1K89IF5J8pMGfWO7jj9f2Y0TPAYn2EZH4tnpem3EeKituX6ZmD/uhuzr3+k9ybumHUq94k4jvxs/33w/3SgSVtQ6p3Dj+8+Dx60tdyz4l7IMf/d0nnX621S6Va8l7tWR9qo+Xd8l4K1Z73asg6WN7HRnG1Kr7LfTWwV9HfewJrd3x2im6ys6G61XqHpjk4KjLUK23Z5O9SXd1h0+sz5oBVqLYjRZ1hkf2BZuAfiOTxOycp4B7gTODjQDOqvyiaVxxYEtRYN2x+DcA+wLWIjAP+C9XF1JGefBsAnhb88dPqbTqOepPhB0NKu6EDRt3YFeZkeOXpI3hgyUE8sh5elDn05F/H9QYrNp7aU4dcrp3mx3/NjEvfycWL92dt6veMttewqWE6V+x9Bh+67mlk6ldL1o5U97PceVKK/1t7K9PHHc/RV64kJpVZfYRZu5TCzHstZH2onZZ3y/tY1ULeqyXrYHkfK/+Mr6q4wO7dwBdF5Fb8iwH0j+n8GaXoc1r9ais1m1sP/GyUvxU4pWSVRM4CrsD/3truER6xK3AQcCj+0LHvoPolRK4Afg/sjH8FChA5Frgaf6zkT0epOCWY1xuAafhD2T5YmoWpDv6eOgDP3wDpxu8eYLO9HaVfWbheDs/N4hb60PQ6Ej2v07z0JQov5Fj87GHMWHoQj7U3MNt7jU5nMflCb3CVm/LvuRva2DXOvYmVV0zjq4+fyaPZ20YdhiAkOHDc+7nhyAJHXP0yvPlLJdko5PLdNP7j21z2jc/wm/Zbmdj8Bh5/dx6O+dKY513NtcshzLxXc9bB8h527XKwvI+sWrIOlvdS8so4FH6IiPwVOAmYIiKrgcuBBgBVvQa4H/+SzUvxL9v86bHUU3TDzoFaUNsdGtWTKljrbuBuRH6NP0zsjmGP6Admo5pGZAb+paQBHsE/D+ZyNFiLqz4PHI3I14ELgJ+PULEPeDkYbtaJyC4lXqLQuV4quLVxA7f50AN/ajnkB5cg6XYauttIvP4y+RfiLHruMB5ffgCz2huZ57ax3nmFbKEb9TJlPzHUUwfHTVHomUfrjL+y8JqTueKFk3koeyd558lRagutTfvw9Wnv5bKvXk/2gq+SmHDQDm/wcvlu4i/dTHzBAlbdfwS/e/ZYru7ak1TuGs6d/DluvupavE//jnisaUzLWm21KyHMvFdb1sHybnkfUv95r4asg+W9XBTFrcBXIKrqeVu5X4GLS1jRhpxVjMjwCwAo0AXMR3WwhHWaUB3a3TQAZEZ41BJgGiJx/HNs2oLpnwduBj6LyO34CRm6DuMA/rCzzfkXCkgi0grsFDy2vgwNC9hkZV6ZL8kEaJl3B7JiNakXd2P+vON5bNXePNUpLGQpnYWlZd3YDb9kaGLdHBqfmcWau47ilvlH8JeuU3k9MwvXe3DU2iKNHNt8Ljefupg9rlqKt/8vGRcft8NtyubamfH2OZz/qkd/djyuNxeYA8T58X6f4eLH2pG9bxglsGMTZu2KCTHvYWYdLO/VVLtiIpr3asw6WN5N/avtDo1/bspwOwOHIvKfqM4oUZ3TERk64rIE+BcifwNOAN6IyJWo3oXI74GZ+Gvt8xHZC//qa+8HFgHfA+5C5KrgMT0MfVOUyK/wj/ychcg1+Fea+CHwEP779F8lWpaqMfLeOv+eSnj1yn1YvP5tPN2xE3P6ciyJLaQn30bB6Uc1V9a9dt5VX2Rg6Z4sW3wAz67di1kdB/G857E+8yKOO4etXVknEd+Fr+12Dj/6/rVkzrucptZ9xtSeTHYNS896lA+9+AKO27vJfRfv+nkuemqAlt3OGlONaqxdSWHmPcysg+W9WmpXUlTzXm1ZB8t7JVTJOTQlZkdoKkd15PGB/uWO/0apviFV9S7grmFTPzLC424Fbh029b3B79uDH/DPsRn+3C8BXxo27XHgxO1tbu0I92Szi2YdQEeskw7vJVKFdhx36ITQ8o+jnvb9vck6/TjuE9v97dMTmt/IDQcew5l/eAbn8F/TuoN77lK9c2hc+Tx69ytcef3HuGLNnM3Gce8+7u384vq/Ibv93w7VqMba4Qkv72FmHSzvlvfKivq6HSzvlaSAW48dGlXUsw5NuFRXBFcJM2ZUzxXuCb7ULRdcyaNyl6UdyL62Q8+bMu4oHjhmF970J4fYHl/c4fHUztxfcM5JxzJb8/RmXDz93QiPEq5/0+7o+y4Y8eL2OyrM2lEVZtbB8m55r6wor9vB8h6G+jxCw7DviKpu9dmhETkI//LKxoyq4PRQ6X/sxmLKuKOYeeI49rppH1qmnjCmeemDS3ko/cqo33cAcEzLx3nX1S8Sk5FGdtZm7aiqtayD5d3suFrLeymzDpb3SlOoyEUBKq+2hpzFwm7AmIjcg8jdw36exL903de29nQTdeW/klOpTGh+I/cdPYW9bjqIcSXY4L36+LFb2ODE+dJuF/PU3Y+TOObrY65VTbWjq3ayDpZ3M1a1k/dSZx0s72HwSvBTfRS8wth/KqTWj9AMH3yp+N8Rs4SRLxhgTM1JxHfhhgOP4eCbnZLsvcvm2rl2wZuAR0e8/9zJn+NHz3cS2/N/x1yrmmqb2mB5N1FR6qyD5T0MitblOTSqtXWEprY7NP5J8yMT+Tnwz8o1xpjhxj46WKSRr+12Dmf+4Rlie3yxBG2Cxhu/zU19e4xa7+qP30fLnj8oSa1qqm3KqTQj4S3vpjZU57odLO+hUHDrrz+Df4Smdjo0tT3kbMvq5VwzU5MEkQbisYljmsexzefyo+9dix7+2ZJ9O/R5l3yOTH7liPc1N+zG+A+Ub838iW+FV9uUSymy7s/H8m6qX/Wu28HyHgalToecadChGetPhdT2EZotq89PjqkBcWKxVsY3Tme3+IE7PJeWxr248ZTXyXzs8jFdvnO4fw5cvcX7xSvf5VZv6w+vtimH0mQdLO+mFlT3uh0s7ya6avsIjchLiCwY4eclYNewm2eiSIhJM5Ob9+fkhlP4yh7TdnA+cS6acgb7XJmgtQRfrLatsoX19N/eXLF61VLb7IhSZR0s76b61fa6HSzv5SO4JfipSuqM/adCartDA2fgn/w//OcMYGy7C43ZAUKchsQkDtLD+fA+ST5y8swdms/E5jfw3Y/chRx4TmkbuBWqeb5w62mkOp+saN2h2p/762mk1z9S8dpm+5Uq62B5N9Wv1tftYHkvFwU8HftPtREU8Zwx/1RKbQ85U10RdhNqnaoT2m6BMGuHXd9qR69+VGuHXd9qR69+VGuHXT/sZQ9T1R5hGQutrYsC1HaHRmSQkc+VEfxvBBrrWarGGGOMMcaMSKnTDk2NXeWstjs0qhPCboIxxhhjjIkuT+uzQyP2PTTGGGOMMcbUt7o9QqNADV2Zzjo0xhhjjDHG7ABFcGv+Glsj0Yqe1D9W1qGJOJGGbbi2xtgvvzHSyYKZhSepeC6xZB+x5ABk0njLk7h9rQyu3I22pfsxkG1lTudUFvUlGCi4vKZr6KeTjNtLxulB1cHz8igFUA/d8BVXG9s92omKrt5SkuuKeOrgejmcQh/ewBKalzyN81Ansx48mXtW7cZv1/9ys/qlql0slXyN5979KqfPeRjPGwRGXvax1n7unbfx9ifuB2Cf8e/mv6fvw4n7LSWfb+TeZQfwi44n6cssHLG2SGJD7Z8ecCFfXvL2sTRlM4nYp4DR3/Oo5j3MrJeyfjHL+5bzHmbWIbp5DzPrpahfq3kPW70OObMjNMZsg4a1beB5MDgAvVm8VIx02+5keifQ2TGVZT1T6Ms3sTqdoCNXIKk5krE+cl6SgpfxN3bqjLKxqwxPHRw3hZPvQ3oW0vrS4ww+0Mx9j53BrStamaNz+W0F2uF6OVrvvIpvvfThDRu8cjnm3IeIPzUJ1+tnRfIRLl4MLB669+EtPvfZd5zO9+fuw7/Sf+bSlffy2fSeJf0uhpNbPsNjmetLNr9SqvW8V0vWwfI+xPJePtWS90pmHSzvpnZZh8aEZ/V68MDtbaDQvQuFVAvtbXvSNziRNf2TeaV/An2FGMuTDqulk0wsTdLpIO+lcNxMsOfOHXXPXTl56qDq4jhJnOx6Eu3zaJz3FOvuOJDbZh/L7etyLPAeJlPoKHtbAHIdT/DXKz7OvOxfy17LO/ZQJjQV6Mv0b/dzj555Hne4KRL3/Q13r+nIS3+D474JwJyT/srRM8/b5PGulyMea9rm+d/XfyjTJx2y3e2qiBrNe7VlHSzvQyzvpVdtea9k1sHyviPq9xwau8qZMdvE7WwEFfI9E8h0T6aQbaJ/cALdqfF055rpK8QYyEPSc8jE0+Q1jaM5PM8BPH9jx9DGrnKGhiG4ThI32UbTytnEnpzPwnveyU2L3sT9AytZ4cwl73ShWih7e7K5dtLfmc23Vzahmi17vcIuezM+3k/fKPfHYhMY17jbqM9viI+Ds36xycrna9Of51frH2TVR9cx6WeHouP3ovnFf/KZD7yb69rf4j+nSDq9As2sIz5+P5qbdt0wvTExifZHqvMQeS3mvdqyDpZ3y3v5VFveK511sLzvGMHVejyHBsSGnBmzdW1PHImqMJAcT1dqAqlCI22D4+nMxenOCcvSWdLkaI+vZcBdj+PlyDuDeJr3NybqjDAMoXwbv6E9d66Xxcl1Id2LaH3ladIPCzMeO5s/v74zT7iz6ckuwXUHgw1yeTfGBTdF022Xcuat59OT+UNZaw2JFdK4wzbmifgunD3hHL555GLe+oGZ6NHbt2o5efduPvKG97Pf359m0t0xdpIelmc7cNzfkt7lIv64drcNQxdSA4t41+5rWRVbyh5eP8+nTttkXjJ/MRw/tmUsh1rKezVmHSzvlvfo5D2MrIPlfUf4Ka3DDo3aOTTGbJMVHf5enq5MK+2ZFtJujLZknO6cR6+TY3VsLVmSpNxusk4fnhbwvGwwDGH4xq78wxA2nByaWkXj2vkknn+eVQ8ewR3zj+SOtQ4L9FGSudV4mgXKvxJwvRzxp3/OJd++kJnZ66nEP5QAjcsW0ldoCP6Kc+b4z3Lr127D/eYUWscdB3xiu+d55tz3ApB5YA4N759HN/M23PfPgat5fdp5PPfo39CZyzjih+9kWeYBANp5luxlD9Hwg/9HPNZELt/N5C/vTP6isS5l6dVK3qsx62B5B8t7OVRj3sPKOljed1RdDjnDjtAYs01e7d0ZgJ58gu5cjKwLazMO/V6WAUmSpBtHc+TdJK6XQ9UZNgyhMhu74vHU8a6XaV0yl+xMlydnnsU/26YzI7WSle48coWOYBhC+Tc+rpdD5/2O31xwMr9svwXV/GaPScR3KkvtwfsayebXICS4cv8L+Pwj62ja9xclmbfznsuJxS7hW9M/wSGTB7hvzSRu6f0tMy54mvhxP4DjYNm3P7XJc8Zf0cO5V89n73HwbE+OgtNZkraUWrXnvVqzDpb3Ypb30qjWvIeZdbC87wjVeh1yZkdojNkmD67zVwBJL0dSMhTI0ysd5CRJwUuTcwfxtIDrZYONiYfq0IfLo5LDyxhso3nFPOT5V1k+4yjuXngY969T5vM0/bnlFR1243o5eO7nXP2pE7hk+T9xvc1P3hQSXDT1oyWvXXBT/OH+01Cu41t7XsSFzxRomfqhks3fdZLk7mhEzjwOgLPV4cpPvpV8yh8C4Y34rcXKrX1X84bC+zmueV8k21iy9pRStea9mrMOlvfNWd7HoprzHmbWwfI+Fl4dHqERVTtCY2pJZU+oL9btpVGUjGRIxvpxcUi7vRS8DK7mcL0Mqt6G8dQble/SncUbO9dJ4qVW0dDxMg2L5jAwY1cef/Zs7lq5C0/klrGm8CJ5pyfYGFfmQ5/Ld9N452V89xvnc9XaW0bc4AHsNu44rrjgVuCXJa2fuO87/L/1e7P/uPfyP399lPjUS0s6/+amXeHMn234OyYJdr35GyRi53PtMzN5sbd11OfOXXcYLeMO4Mabt5QPy/uGuVZ51sHyPra8h5d1sLxvr7CzDrWe9/D4VzmrxyM02BGamiEyHbgXOBgYj6qDyDeBDwArgPNRLSDyMeBioAf4KKoDiJwC/AjIAp9AdfUoNe4C3gmcjeojwbTNnytyCHANIMAXUF0QtO/PQDPwvQ3PrxOrY8vwcHE0R8FJ46qD42X8vVR4RZftHBpPDeUahrDZxi6zjkTXqzQvXUD+mQJzZr2DO17fjxk9AyzWR0jm1+J5acp9pKi4fZmeOeiP7ubc6z/JvakbRr3qTSK+Ez/bfz/cLx1Y0jakeufww4vPoyd9LfecuAdy/H+XdP5bpnxj+ZN8b/rJ3H3kR5ixbiq/XP/7TYZjjBt/kH/jk5U7gXZ7VEveqz3rQ220vFveS6Ha814NWQfL+9jU6ZAzO0JTU3qAdwF3ACAyFTgZ1RMQuQT4ICJ3Ap8H3gH8B/A54Crgu8B78DtD38bv8Izk88Fzio303P8FzsNfi16N36n6FnAZsAC/41VXHZqefBsAnhb88dPqbTqOepPhB0NKu6EDRt3YFeZkeOXpI3hgyUE8sh5elDn05F/H9QYrNp7aU4dcrp3mx3/NjEvfycWL92dt6veMttewqWE6V+x9Bh+67mlk6ldL1o5U97PceVKK/1t7K9PHHc/RV64kJpVbfTQ1TGfdwoNo3t//5un3AVf96Voazt/4GL37K8hZv0Af+G9438cq1rZtFWbeayHrQ+20vFvex6oW8l4tWQfLu6kP0e7Q+LtBssiGsY/HAjOD248AHwVeBl4Kjt48AlyHSCuQQXUQeA6RHyMSB+4HLgAOAd6L6ldQXVc0f0Z8rm9nVFcFj5kUTDsU+DKqisggIhOC59UFf08dgOdvgHTjdw+gww8rl34D43o5PDeLW+hD0+tI9LxO89KXKLyQY/GzhzFj6UE81t7AbO81Op3F5Au9wVVuyr/nbmhj1zj3JlZeMY2vPn4mj2ZvG3UYgpDgwHHv54YjCxxx9cvw5i+VZIOUy3fT+I9vc9k3PsNv2m9lYvMbePzdeTjmSzs0P73xP3HWNfHDaz7Jf89xGDf1hC0+Pptr58X3zGRgxgTi+394k/vkk3/gokue5+p2//u6X7vmrbzpLNDTr9ihtpVbmHmv5qyD5X2I5b10tas179WSdbC8l0rdXrYZbMhZDZsMDAS3+4GdRpm2U9E0gDiqLiJfA34HTATeP0qNzZ/rK/40xDbcpzq0dh2qXUcdmlRwa+MGbvOhB/7UcsgPLkHS7TR0t5F4/WXyL8RZ9NxhPL78AGa1NzLPbWO98wrZQjfqZcp+YqinDo6botAzj9YZf2XhNSdzxQsn81D2TvLOk6PUFlqb9uHr097LZV+9nuwFXyUx4aAd3uDl8t3EX7qZ+IIFrLr/CH737LFc3bUnqdw1nDv5c9x81bV4n/7ddn27c7HGC0BJA7/jhv3fzqurxjNu8uEjtuNnb1rMve1pZnz9WeJv//mI8/vx67ty9Xh4w7j386b7PwJQ0T2L2yPMvFdb1sHyPrwdlvfSqba8V0PWwfJeTq7W30UBQBGv+s5ZGk11JiM8fcAewe2Jwd99we3iab1F02Bo7ay6CJEW4CFUU4xs5OduuoYful3cNR6qXT+GhgVssjKvzJdkArTMuwNZsZrUi7sxf97xPLZqb57qFBaylM7C0rJu7IZfMjSxbg6Nz8xizV1Hccv8I/hL16m8npmF6z04am2RRo5tPpebT13MHlctxdv/l4wb9o3L2yOba2fG2+dw/qse/dnxuN5cYA4Q58f7fYaLH2tH9r5hQw98RygbT/5dl3oK3EM3e8xL7/kTFz21J89kbuL2w8+l6Qcjb+wAmufeDMC8Rc1jaFWFhJj3MLMOlnewvPvqP+/VmHWwvJeTIvV5UQDFjtDUsNnARcCVwLuBZ4HFwCHBkDJ/mmoakRZExuOfB/MyACLvBV4B3o3I71Ht2qzCaM+FHkT2xF/jDx17XoDI2/DPoZmI6sBm86thI++t8++phFev3IfF69/G0x07Macvx5LYQnrybRScflRzZd1r5131RQaW7smyxQfw7Nq9mNVxEM97HuszL+K4c9jalXUS8V342m7n8KPvX0vmvMtpCr5leUdlsmtYetajfOjFF3Dc3k3uu3jXz3PRUwO07HbWmGoATBl3FO9pPI7F2QHmZP7MpYfE+OW6TR9z5COPozi8f/znOeuFt21xfrn9jmDP8XvQsvfY21ZuYeY9zKyD5d3yvuk95Wbr9k1Z3svPq8eLAtj30NQQkQbgAeAw4CHgUmAWIk8CK4FfBFc5+z3wBP7RlaELwP8IeBj/SmWfQmQC8N/4Q83eAvw0mP4r4AzgLESuQfW6zZ7ruxy4Ff8qZ0MXGLgS+BPQEtxfZ8L9oFw06wA6Yp10eC+RKrTjuEMnhJZ/HPW07+9N1unHcZ/Y7m+fntD8Rm448BjO/MMzOIf/mtYd3HOX6p1D48rn0btf4crrP8YVa+ZsNo5793Fv5xfX/w3Z7f92qMZwy5YcTPOuR5HPd7PiQyfS1DQbOJaCm4KFN/HMF3bbsJfvu0cuB7a8wWvZ8/28Ou+vuE9dQfztpb3EaOmFl/cwsw6Wd8t7ZUV93Q6W90qq58s2y2bnu1Uv2XiKhokikURFAqDqbDbANMzaAI0Nu6v/pW654Io75dnYlXLZp4w7igeO2YU3/WkyTXucttXxxHH52Ga1Xb1Fnbm/4IMnHctsfZ7ezGK8EUdICvcd9R+c+vx7d2jc8mi1i/9Op1egmXX88HDhVx13kiuspfOzbyDRnGenX68i+/9aSFzyu83m7alDPt9NLN7Mrw5axP+ufYT+zPe2WBuim/cwsw6W9yGVzHvY69eo5j3MrEN08x6m/d46Xn9w+yFjns8nD3xurqoeXYImlcRRb2rRZ/+w/5jn03jCyxVZrmgfoTGRVnB6qOR3a4zVlHFHMfPEcex10z60bOXqMVujDy7lofQro37fAcAxLR/nXVe/SEzOHFOtLWlt3YcXz5rFVWs2XpF8p2u/69/49ado+Xae5AdvoumgT224P+/08919X+Wx3j4m0cpjmesB+MYez3PV7/6Cnvl/xKtqcxe+Wss6WN6HWN63X63lvZRZB8t7GOr3Kme1c4SmTt8BY7ZF+a/kVCoTmt/IfUdPYa+bDtrqpTC3xauPH7uFjV2cL+12MU/d/TiJY74+5lpbc9gjn9jkb++3F6B/vADwTzKdevgy/n7Yw6w97+fMPfkvvH/SAn669mr+8PZ23rf7xlXYL9b9lqZ/zyP3fKPsba49tZN1sLxb3seqdvJe6qyD5b3SVMHV2Jh/qo6q36EZ60+F2BEaY6pcIr4LNxx4DAff7JRk71021861C94EPDri/edO/hw/er6T2J7/O+Za26upYTpf/MG/0xSHnVufpCf9Iunccs57aTm8tPFxMRnHW//1Sd4KfDN2HW9r+RRvmzyOm/qfQc76SsXbbUrH8m55j4pSZx0s7ya6qrBLaEy9kOBnDHOQRr622zmc+YdXaNrjtJK0qvHGb3NT3z2j1rv64/fRsudoX6NUPuOaDqDv+b34zfoj+emaI1m++C28b9znRnyspyn0Dxew9ryfc3LLZ3ik9zCuXHMcbYvfzGV7P1fhlptSZB0s75b3WlGd63awvIdD8ErwU43Ec8f8UynWoTGmLASRBuKxiVt/6BbmcWzzufzoe9eih3+2ZF8odt4lnyOTXznifc0NuzH+A+EM1eh6fhoNh11ETBLEJEHr9NP4R+9bRn1842eFvW+bz53t02hq3AWA1umn8ZPV11WqyQYoTdb9+VjeLe/Vr3rX7WB5D4NSp0POqK0hZ9X4ChpT4+LEYuOZ0LQfB7S8Y4fn0tK4Fzee8jqZj11Owxi/VK3YPweu3uL9ldyjMuQ/Jl5Ew1s/v9n0xsSkUZ8zdPnP1ec8MeJ0UwmlyTpY3sHyXv2qe90OlvewuMTG/FN1lJrq0Ng5NMaUlBCTZiY378+J8eM5bff8Ds4nzkVTzmCfKxfRWIIvVttW2cJ6+m/fi8mnlmf+mewaWpr32Gz6n7sPwVNnh/ZUvuWBJ3j5DGW/t8/jtlvOLkUzzTYpVdbB8r7tLO9hqe11O1jey0URPK3OIWNjo3aVM2OiSojTkJjEQXo4H94nyUdOnrlD85nY/Aa++5G7kAPPKW0Dt0I1zxduPY1U55Nlmf9/TFk+4vSG+Di+tefczaa//N4btmm+B9//JC3fSXP+yzeNpXlmO5Qq62B5H2J5r161vm4Hy3s51e8RGnfsPxViX6xpjDHGGGPMDtjrkIn6tb//25jn87WDH66qL9Y8+o0N+twvpox5Pokz1tsXaxpjjDHGGFO9BLdKr1I2ZjU05Mw6NMYYY4wxxuwABbyqvErZGA1dFKBG1OE7YIwxxhhjjIkKO0JjjDHGGGPMDqrPIWe1dZUz69BE3Knxj2z9qhAluHDEw97fN/u0nzbpgq3OWLO5Ld/vFLZe2/3biGua03f+zFbre5nslusXtn5N/IedWzerb7UrXxuim/ewX/eoZi7M2mFmHaKbd/ushVM7TKpSx0POaufCYXX4DhhjjDHGGFMZrsbG/LM1InK6iLwmIktF5Fsj3D9JRO4RkRdFZJGIfHrMC2ZfrGmMMcYYY0x9U8Ar85AzEYkDvwVOBVYDs0XkblV9uehhFwMvq+qZIjIVeE1EblHVHfwWWBtyZowxxhhjTATINh1hGaNjgaWqugxARG4FPgAUd2gUmCAiAowHeoCtj+EbTY0NObMOjTHGGGOMMTvA/7+/JEdopojInKK/r1PV64LbewCriu5bDRw37Pm/Ae4G1gITgHNUdbsOsYjIhcCFAHtPEdi+p4fKOjTGGGOMMcbsILc0p6R3qerRo9w3Uo9p+OGT04D5wCnAAcDDIvKEqg5sawOCDtR1AEfvH1M7QmOMMcYYY0ydU6RUR2i2ZDWwV9Hfe+IfiSn2aeDHqqrAUhFpA94EPL9DFWtsyJld5cwYY4wxxpjqNRt4o4jsJyKNwLn4w8uKrQTeBSAiuwIHAcsq2soQ2RGaqCvB9xDsKC+V3vqDtjZ+cwzt95KprZd33bLUt9qVrz3m545RmHkP+3WPauZCfd1DzDpEN+/2WQundti8Mh8fUFVHRL4IPATEgRtUdZGIfD64/xrgf4EbReQl/CFql6hq15gK19ARGuvQhEREDsEfp+gCS4ELgsOExY95D/A9/PDOUNXvVLyhxhhjjDFmRKrgln/IGap6P3D/sGnXFN1eC7yndPVq6poA1qEJ0WuqejyAiPwROBr/kGKxx1T1X8FjHhORqaraWeF2GmOMMcaYUVTgHJpw1NARGjuHJiSqWij6MwckROQvACLyZxE5eugxwRcqrQe2+UoVxhhjjDGmvPyLAsTG/FN1/G8MHftPhVThKxgdInKWiCwEpgFzgDYRuRZYq6pzgsdcCLwGdKtqLrzWGmOMMcaY4VxkzD9VyTo0Zluo6t2qegiwBjgDuAb4T+CXRY+5Dv9KFXuKyBGhNNQYY4wxxmxm6Is1x/pTlbQEPxVi59CERESaio64DAAZ4MfAl4EfAP859BhVdUUkFTzGGGOMMcZUBanOIWNjpaBelXa0RmAdmvCcLiJfC24vAVqBFar6WxH5pYicChwgIufiv0+PqeqrYTXWGGOMMcZszqvWIWNjZVc5M1ujqncBdw2bfHtw35eDvx/GH4ZWn7ytXI++zNRxrHaEaocuxLyH/bpHNXNhv+6himjew37Po7zsJtqsQ2OMMcYYY8wOqNT30ITChpwZY4wxxhhT/+wcmvBZh8YYY4wxxpgd4H8PTe3847/txI7QGGOMMcYYEwV1e1GAGuqoWYfGGGOMMcaYHTD0PTR1x4acGWOMMcYYEw11eQ4NgFc7y2UdGmOMMcYYY3aE1uk5NGrn0BhjjDHGGFP3lPo9h0ZrqKMmqhp2G4wxxhhjjKk5O71pmp5yw9ljns/tb//dXFU9ugRNKomj9kjoUxdNGPN8Wi7rq8hy2REaY4wxxhhjdlBdDjkDO4fGGGOMMcaYelevVzlTu8qZMcYYY4wx0VCPHRr7Yk1jjDHGGGMiQKnTq5xRWxcFsA6NMcYYY4wxO6gur3Km2Dk0pnacGv/I1i9zV4Ir4T3s/X2zT/uDyw5Wjxh9bit9biuDXjOvJnenOzeOlf2T6V07iVg6xvgVMSascUmkPVrWJJFUFsnk0FQKdT0oFPzf6qGegnqbtHuk2gCZdfuqq4qHh4viqZJVDxfIKaQ0QUFjdLvj6PNaGXRbaMtNZcBpZnlqF1b3TyKTayS3vpWGgRiN/cK4tR6JrNLcXaChNwuqPDTvB5vVf2nlngow6DXS57WS1QZW5Xeh321hfW4SSwenkC40sq57Ek5fI/FUnNZ1QkNKae5VWjryxPIuib4Mks5CwUHTGXBd1HHQggPAv3K3WO0iUc17mFmH6GYuzNphZh2im/ew13FRzXuotF6HnNk5NMZsk2X5abjE6HXG0ZGfwKDTzJK+qfRnmkn2ttLUESeeEZp7lMY+h3jWRTJ5JFdA88FGznVH3thtg6z6K8eCehRUKQApL0aBGINeI93ueLLawNrCTnTkJ9LntLJkYCrJfCNdvRNwe5qIZYVxHTEaBpTGQY/WTod4ziXRlyU2mBn1H4ZVzmQAOpwJtDuTSLrNvJ6aSk+ula70OLp7xuPl4jR0NTCuV0hkoLXDI5HxaOx3aOjNIAUXGUyj+Tw4jv9bFXXdLb4OUa0dtjDzHmbWIbqZs7xHL+9hv+eW98qr14sCgNiQM2O2xZLMrrjE6MqNpzMznmShkfWdk/CSDTT0xmldB4m00trp0NidJZZ3kFQGzeUgX/D33PmX4Rhxz93W5ILHZ1VJeTE8hG6vhazXQJ/XytrCTqTdJl5PT2VdZiK92RbaOyeh6QQNPXEmtAuJrNLa4dLY7xDPOCR6UkjBgUwWzeZGrf16fhoAa3I7sTKzM8lCE229O5NKN+EONNK8PkEsBy0dSkuPSzzr0dyVRTIFJJtDkmnU9dBcDnUc8Lxt3vBHtXbYwsx7mFmH6GbO8h69vIf9nlvew1GXHRobcmbMtlmXneRvaLLj6E61kisk8FINJAbjNCSFRFppyCjxrEss7/iHnx0HXA9V9Td2nvoruh2QDTaMWRVyGierCQa9ZlJeEz3OeDryE0m6TbRnJ9CVHkcy04QmE8TTMRoG/cPkiaySSLvEMw7xTAHJF4J2uuC6o9buKEwEoD03kfbMBNKFBlKpZtzBBuKDcRJJSGShMeXPP5F1/ZV+vuDvwRx6HVzXX+mPtOG32lUlzLyHmXWIbuYs79HLe9jvueXdRJV1aExonlu2L6qCphMkBuLE8jCxS2gYVBqTHq3teWI5l0RfGhlM+4efM1l/LK3rb1Q2W9Ftx5jw9W4TgD/G22sl7TWxIjeFXqeVjuwE2gZ2JptvoK97PPHeBPGsMGm9kMgoTf0uLV0FYnmPeH+W2Ibxvmm/XUMb51E8tv5AADr6x5PraUFyMZo7YjQkoSGptHY5xHNKQ3+exIA/b0ll/KEYxYfhC87IK/wtvA5RrR22MPMeZtYhupmzvEcv72G/55b3yqvrq5zZOTTGbJ10NCFAIhmjcQBieWjt9GgcdEmkXBq60v6em3QWzQQnBubz/l6b4Ru7HVjRDXrNAPR5rXQ6E0m6zazNTaI7N46O9AR/LHU+TqKzgaZeIZGGcetdGtIeDQMODT1pcNxgmEQw3jeX2+Qw+Wg6+sejKuR7m2nsjBPPCq3tStOA0pByaerMEsu7/gmy6WAjn8ttHFc+hhV+VGuHLcy8h5l1iG7mLO/Ry3vY77nlPRy1dK7JtlJqa7msQ2NC07LeH5uZSEFjUokVlKZeh0TKP8QfS2f9lVwu7+8hc91NhyGMoTMDsDw/FYB1hcmszU1moNDM8oGd6c80k042QWcTibzQ1CU09frDI5r6XeJph0Qyj2RyRe3L+yvl4YfJR5FfNw6A5t4YTd0QzyktPR4NSX/+8ZS/zJLJ+RvSob1WQ6/BSBvUbXwdolo7bGHmPcysQ3QzZ3mPXt7Dfs8t7+Goz8s2i51DY8y2mLIgD0Ai6xLLOIjrERvMbhyrnA02ePlCMKY2uNIJ+Cu+Ma7o5ib3xVVhVWon1g1MJJtvINvZQmIgTlPS37MUz0Fzj0Njn385yXifv1eRXN4/MVS90du3BTst8ld+Tf0ezd0F4gWPRF/Wv8pPvoBmipZ9SydH7sBrENXaYQsz72FmHaKbOct79PIe9ntuea88vx9ehx0abMiZqSUhrjgaBgugEMs7xDIFcD1/z1hhaDxtIVjhDTsJs0QnB3blxuGp0JttIZVuwsklNpyw2pCExkElnlcaksFeu4KL5PKQL6CF4hWyv8HbuDLe+kq5Mamg0Jh0SaQc/wo/6RyS9Yc3kC9svPZ+0fxLcXJkVGsDkc17mFmH6GYu1LyH/E9hVPMe9jousnkPWS0NzdoetbRc1qEpMRGZDtwLHAyMV1VHRL4JfABYAZyvqoVteV4wfavPrVWJzkFQRRwXhg47F4K9d6obL9s5NJ4aSroHZ+7yvUFB+xpp7InTkoPmLv+E1Ya0R1NXsOcumfO/5MtxN471Lj4xdAfaN36Vf7g9nioQS2b81yCT9Zc/2IO1xUtWjmH5o1o7bGHmPcysQ3QzZ3mPXt7Dfs8t72Go04sC2JCzyOsB3gXcASAiU4GTVfUEEbkE+CDw9609bzufW5t6+gD8sdPBGOUNY2lHO8RfwhVefJV/4mhTj9DSqf54326HRLJALOMQ70/57ckG43093XjS6hjb17im17+RL6CZDBrMe8PyB/Mux2H4qNYOXYh5DzPrEN3MWd6jl/ew33PLezhq6UjG9rAhZxGmqlkgK7IhBMcCM4PbjwAfFZGngRuA9wE/BJ5T1TuHPW/E51JPHZqCvxdsw4pu6KTLkQ4/l2Gl19jnv9aN/f43Qcfz6p+wmvaviU/B8Q+TO86mJ4XuwJCbzeT9A21De678eY7w3QvlOAwf1dphCzHvoWYdops5y3v08h72e255rzilPs+hUWqro2YdmvKbDAwEt/uBnVR1jYj8A7gOaFHVb2/rc8vYzorzcsG3LRdtREZc4ZVpD84uL/sb3IakQ6IvhxRcYqmMv3dp6DsRhoZGuEH7SrRXUQcGN8xvrMN5rHZtCDPvYWYdops5yzuRy3vY77nl3USVdWjKrw/YI7g9Mfgb4M/AT4HTduC59aH48POQCo6nberxr8ITT+WJDaT9vXSZ7CYnLpZrvK/m88EsKn8YPqq1Qxdi3sPMOkQ3c5b36OU97Pfc8h4CrdNFU2zImdnEbOAi4Erg3cCzwfTvA98FLgXO3M7n1oVRDz9XaM2Q6E0D+FdgSWf8jVshH3y5V3B9/KB9pV4pD+0V3DDv4Hap5m+1q0+YeQ8z6xDdzFneiVzew37PLe/hqMvvoUFQtYsCRJaINAAPAIcBD+F3WGaJyJPASuAXInI0MF1VLxGRuIh8Frix+HkicqmqPicimzy38ktURp679ceUU2cvQHAJ0by/oSu6hGg59yxtNryhgiv7qNYOXZh5DzHrEN3MWd5DEtF1e9j1w172sNTauSbbxY7QRFdwWeV3D5v8HPCTor/nAJ8IHv+zounDn4eq/mTYc02pBGN81Sn6puJgr1LZr4sf5qUqo1o7ysLMul+k6HaEMmd5D0dU1+1h1w972UNTp5dtprY6atahMZGlmYz/O4zxvmGu7KNaO8JCzXol5m+1TZHIrtvDrh/2soeoLhfdzqExpjYMXYWlfr7cy5iRWdZNlFjeTaXV0pGMbaV2Do0xtWGTq+9smGgbPFN/LOsmSizvppJU67NDA3aExpjaYHvuTFRY1k2UWN5NhdXlOTQ11lGzDo2JLtvQmaiwrJsosbwbEznWoTHGGGOMMWYH1Wsf2o7QGGOMMcYYEwG19I//9rBzaCpERGLAAlU9JOy2GGOMMcaYaPGvBlY7//hvq1q7yplojR8nE5FbgG+r6sqw22KMMcYYY6Kj+Q176D5Xfm7M81n8H5fPVdWjS9Ckkjh053F633sOHvN89r5tTkWWq6aP0AR2BxaJyPNAamiiqp4VXpOMMcYYY0zdq7GrgW2PWlqueujQ/E/YDTDGGGOMMRFV24OdRlVLHZraGRw3ClV9HFgONAS3ZwMvhNooY4wxxhgTCaoy5p+tEZHTReQ1EVkqIt8a5TEnich8EVkkIo+PbaEE9cb+Uyk1f4RGRD4LXAjsDBwA7AFcA7wrzHYZY4wxxpj6V+7T0UUkDvwWOBVYDcwWkbtV9eWix0wGrgZOV9WVIjJtLDWV2jpCU/MdGuBi4FjgOQBVXTLWNzFKTo1/ZOsfwxJ8Uh/2/r7Zp+LBZQerR4w+t5U+t5VBr5lXk7vTnRvHyv7J9K6dRCwdY/yKGBPWuCTSHi1rkkgqi2RyaCqFuh4UCv5v9VBPN35LdNDukWoDeOvfWJJVkKseDi5pr8B6F17I7cVf1x3Lq3P2YZcXhdk3fW2z+qWunVWHdtdjdnZvv/bsfZn+lMuTt3/TaheJat7DzHo56tdK5sKsHWbWIbp5D3sdF9W8R8CxwFJVXQYgIrcCHwBeLnrMR4Hbhy6SpaodFW9liOqhQ5NT1byIn28RSVC3oxnry7L8NFxi9Drj6MhPYNBpZknfVPozzSR7W2nqiBPPCM09SmOfQzzrIpk8kiug+WAj57ojb+wqxFWPnDqktcBqJ8ET6QO5ddVR9Dy7G3s+V6B1SVfFaj+VOZC/rDyGnmd3Y69n8rS+vN5qV5Faz3uYWR+pflQyZ3mPXt7Dfs8t79unhEcypojInKK/r1PV64LbewCriu5bDRw37PkHAg0iMhOYAPxSVf+0PQ0QkQvxRz0xvaWxpi7bXA8dmsdF5FKgRUROBS4C7gm5TWYbLMnsikuMrtx4OjPjSRYaWd85CS/ZQENvnNZ1kEgrrZ0Ojd1ZYnkHSWXQXA7yBX/Pneqoe+7KyVUPDyWnBfo8h2XOeB4bPJhbFx9FwzMT2PP5NI1L1+ENDIZW2+3ts9pVpFbzHmbWt6d+vWXO8h69vIf9nlved5ACpenQdG3h8sYjFRj+YUgAR+GfctECPCMiz6rq4m1tQNCBug7grTuNV8+GnFXUt4D/BF4CPgfcD1wfaovMNlmXnYSH0J0dR3eqlVwhgZdqIDEYpyEpJNJKQ0aJZ11ieQcKDuo44Hqoqr+x89Tf2FVQ8eHwLtdlUX4a9/QcwSMvvZkpTzUw5YVeZHU77kASdQpWu8Zrl0ot5j3s1z2qmQv7dS8Fy3vt1A67ftjLXgoV2I+6Gtir6O89gbUjPKZLVVNASkRmAYcB29yh2YRW9qT+sap8h0YkBixA9ZBSzE5VPeD3wY+pIc8t29e/ukc6QWIgTiwPE7uEhkGlMenR2p4nlnNJ9KWRwTQ4DprJoo6Duq4/HGH4MIQyrlWG9iAV1CWpBVY5DTybOZB/rDmSNXOns9czLhNeWofX2Y2XyfhtLFF7rHbla5daLeU97Nc9qpkL+3UvJct79dcOu37Yy15S5W/WbOCNIrIfsAY4F/+cmWJ3Ab8JTr1oxB+S9vMdLWgXBdgaVQ+RFxHZm+DEpbEQkbcD3wf2wV8eAVRV9x/rvE15SUcTAiSSMRoHIJaH1k6PxkGXRMqloSuN5AtIOotmMv4GLp/399wN39hVYBjC0MmhPZ7HksIuPNj/Vu5fcjDNs8ezz5wMjUvb8bp78PIF8FyrXcO1y6FW8h726x7VzIX9upea5b26a4ddP+xlL61tu+zyWKiqIyJfBB4C4sANqrpIRD4f3H+Nqr4iIg8CCwAPuF5VF46trnVotmZ3YBEizwOpDVNVz9qBef0B+CowF6jmxJthWtb7J5slUtCYVGIFpanXIZFyiGcKxNJZf8OWy/vDEVx302EIFdrYFY/rXe208P/Ze/M4uaoy///91NLd6e501k4IZJUkYgg7RIHMKC4oLuDoTHABd5FBRX/MOLiOjttXVEaQcSMKCoIgyBIURBCQPUACSUggK2RPutNbumu/9z6/P2510ul0J93VVXVred551atSt+49z7lVnzqnn3Oe85xlyZks2XkCG1ZOpXkZjFvVgWxvwe3q9qfD8zx6ZbaLZ7uQlLreg/7cq1VzQX/uhcL0Xpq2g7Yf9L0XjCJUUVXvxV9W0ffYL/u9/hHwo/zZNIfmcPxPHsvqUtX78lieUSQmrkwDEEm6hBIO4nqEupNIOuN3cMlsh5fO+FPNnvrP4Hd2RQwva3VDrE4fxQMd83l44xzql9Uz84UUdRtb8do68jodbraLb7sYlKreg/7cq1VzQX/uhcb0Xlq2g7ZfDNsisopDuBaqevyIb2TAgsvrD/8ho4JnWc4Og+o/EJkBzEH1QUTq8afQcuFhEfkRcAeQ2m9Cl+ehppVPgJ1jtDsDCqG0QyiRAddDEik/u43joOkMeN6+eOr9dS5c6s6+jW5KHdo9j1edMTwVm8Oft82nfUUzk59Xmta0IztbcHtiaMbJy3S42S6CbdP7PoL8zoO2XxW2A3Z8TO+lYTto+0W2/e7s82ezzzdmnz8MxEd6L4ekPMYZhoWCJQU4LCKfxs9zPR44Gj+/9i/xU80Nl9483H1T3Snw5pFUMRdEZD5+ujsX2IB/j48CxwEnquqGIV73Cfzv5rDXljOR1m5QRRwXMo4/WpfJjt6p7k/b2RtPDQULQ+jf6HZ6HlvdRlYkZnB/6zxWvzSNCcvDzHwxTnRLK15HJ24ylZeRRLNdfNtBUCp6D/pzr1bNBf25FxvTe/DfebXdu6puBn9ttaqe2eetL4vIE8C3R3RTRkkTVMjZZ/F3PV0KgOp6RCblUpCqnpXHeo2Utap6BoCIXA+cCLwXuGKY150KPDfEa8uX9k4AP3ba9cDLbqTWG0fdN/yglzx3dMCgje7DbXN5fuN0mlbWMmtVilGbWtA97biJZF7ieg/V4JvtwtgOlAD1HrTWe+tQjZozvVef3oP+zk3vNIjIQlV9HEBEzgAa8lX4wJTPTMZwKKdQuqAcmhSqaST7Qfkp5nJSsoiMAb4J/HP20D+Ab6tqVx7qOSxUtW+C9BSwVVV3i+wXhIgcBVwHvBP4LrBUVe8a4DoFDri24sg4APtG6fC8fZ3dQWEHBejYHVwy6hJXl04PdjijeSE5nUfb5vDCK9OoX1PH9DUODRtaobUdryfmZ1vJw+hVSjNmu8i2AydAvQepdahezZneq0/vQX/npnfA35vwuuzfhwp04Ue+FI4y/7kORtEcGpGTD1ORwy4jCcqh+QciXwVGIfI24BLgnhzLug54EViUfX0hcD3wvhHXMgdE5Fzg+/gbGbX1f19Vt4vI7fghZqNU9StDua4S8VLZJU99OriDQg+gYB37bjdFpxdhhzOeFYnpPNY2m9Ubj6JxbQ1T1zo0bGxHWtvR7h4/nWgeF2e2uynavTBbzXbRbAdNkHoPUutQvZozvVN1eg/6Oze9g6ouA04QkSZAijLAXRk/2wNR8Io3Q3Nl9rkOP0ppBf601/H40VwLD1dAUA7Nl/E96FXAZ/DT0P06x7KOVtX393n9PyLywsiqlzuqugRYIiLX4C9Qu3OA036P/+W9fZjXVRbZkIMDdoIugiPTywOx2bycmMLS1pls3dRM08sRZqzLUL95D7R1ot09eAVqdJ9MHsnz8Rk83nI0mzdN8m2vNduFtB04Aeo9SK1D9WrO9F59eg/6Oze9g4hMxh8gPlJVzxGRecDpqvqbghhUoIxCs4aKFmF/nf3GsstHRG4BLkJ1Vfb1fOA/h1JEUA7NecANqC7OQ1mJfrGSZwKJPJQ7bESkVlV7M63tPUQ9vgV8A/gq8J5hXFdRDDhaB0Xr2L/79LuI7qxhzAY4elOKmu17oL0TjcX371ZdoLp8a/W7SWwYw9i1cPTGFDXbzHahbQdNkHoPUutQvZozvVN1eg/6Oze9A/Bb/Eidr2VfrwNuxd+3sCBU6M84iDU0x+xzZvwKvIjIiUO5MCiH5lzgKkQeBW4B7kfVybGsfwd+l42VFKAd+Fheajl83iEil2X/vx74m4j8EX+qbI6I/BDYjj9qcLmIhMXP+NbS/zqA/teq6t1FvZtCE/DOv7N/6xHp7CTU3o12d+Mlkn66yCLErzfdPJqjXu0h3NKJdu0125WwZuBwBKj3ILUO1as503swVGvbHrT9oO+9DxNV9Y8i8hUAVXVEpLCCrNCfcxFDznp5CZFf40cyKXAB8NJQLgxqH5qPIxIFzgE+BPwckQdQ/dTwi9IX2B8riaruzWtdh1eXu4H+TseiAU69MHv+//Y5dpCzoqoDXWvkieiKTWg6g5vpHTkqXqM79rFX8WJx3HS66A1+tdquZoLUOlSv5kzvwVCtbXvQ9oO+9z7ERGQCWTdDRN6AnxigcFRgyBkEMkPzcfyJii9kXz8K/GIoFwY1QwOqGUTuwxfcKPwwtCE7NCJygar+vs/MRu/xbPEHOAuGcRDu3p7AGlx3T5sfkhGA/Wq1Xc0EqXWoXs2Z3oOhWtv2oO0Hfe99uAxYAhyd3X+mGfjXQhqUCvx5qwbg0KgmEfklcC+qa4dzaVAba74D+ABwFvAIfkKA4c5G9OYUHz3AexUoLSPvBBgSoU6uEZZm28iBgMM7q1VzpveAqNK2PWj7Qd97L6q6XETeCLwWfynC2n7bahilip/x90dADTAru37m26iee7hLg5qh+Rj+2pnPsH8x/LBQ1V9l//ugqj7R971sYgDDqG6C3MOoWm0bwVGtmjO9Vx9Bf+clrncR6b9tx1wR6QJWqWpL3uukVOgwugSxhuabwAL8yQ5QfQGRmUO5MKg1NB/IY2nXAP035BnomGEUlyAb/VCYUE3UbBvFIeg/sKpVc6b3YKjWtj1o+0O3/UngdODh7Os3AU/jOzbfVtUb81sxsTU0+cNBtSuX31hxHRqRbg70Y/vWWFFtGnpRcjpwBtDcbx1NExAeUT0NY6SIIJEoEkDDL5EIMmoUoYnjzbZReALUOlSv5kzvAVGlbXvQ9odp2wNep6q7Yd++NL8AXo+/yDzPDg0VOkMTiEPzIiIfAsKIzAEuBZ4cyoXFdWhUB1rvkis1QCP+PfQtdy8FXvxlGIckFCZUV0to3Fi8iWOKZ1cECYcJNTbAUUfQduI4s20UlqC0DtWrOdN7cFRj2x60/dxsz+x1ZrK0AHNVtV1ECrOWpgIdGiWQtM2fx98/KAX8Abgf+M5QLgwuy5nICcA/ZV89iurK4Vyuqv8A/iEiv1XVzXmvn2Hkggihmiih5gnE5h9B6/FFGsXLjhqGxozGmzmF3Qua6D6zSPuzVqvtaicorWdtV6XmTO/BUY1te9D2c7f9mIj8Gbgt+/r9wKMi0gB0FqSuFejQEEyWszi+Q/O1w53an6CynH0B+DRwR/bITYhci+o1Qy9CrlLVLwL/J3JwwjwdQkYEw8g3Eg4jDfWkp01g14IoTae2FsFottEfOwZnzpHsPKMBWdjBp49+zmwbBSMQrUP1as70HihV17YHbX8EtlX1EhF5P/7G5ALcAPxJVRU/u25+USp0DU0ASQFE7uFg97ALeA74FarJQS/VIHKFi6wETkc1ln3dADyF6vFDL0JOUdVl2dR8B5GdwTEMwzAMwzCqABEJAStVdX6xbNZOn6ZH/tcXR1zOq5//z2WqeurIa5QfXts4Tq89YeT+35uevHPo9yVyNf6+QX/IHjkf2IW/X2UTqhcOdunQZmhEPonqb/q8DgNfR/V/hnT9ACUCfRPFuxyYIOCwqOqy7LM5LoZhGIZhGFWOqnoiskJEpqvqluIZLpqlohJAUoCTUP3nPq/vQeRRVP8ZkdWHunCoIWdvwZ+++yQwAbgeGIkjcT2wFJE78R2Z84DfHPqSAxGRVRxCQjqM2R7DMAzDMAyjIpgCrBaRZ4BY70FbilAWNCMynV5nVGQ6MDH7XvpQFw7NoVH9ECLnA6uAOPBB+m1mOSxU/xeRR/DjGwE+jurzwyzl3dnnz2afe9PwfThbR8MwDMMwDKO6yDV6yOhHAFnOLgMeR2Qj/oTHLOCS7NKU3x3qwqGGnM0BvgD8CXgdcCEiz2ezEQwdkXogg2oG1eWIxIB3Zis8LIemN7OZiJypqmf2eevLIvIE8O1h1c0wDMMwDMMoa1T1HyIyA5ijqg+K/7dnQfcnPDg1VSUgxQ0589c/jQbmAMfgOzQv90kEcNWhLg8N0cw9wDdQ/QzwRmA98GwO1f0rMBMAkdnAU8BrgM8i8oMcygNoEJHemR5E5AygIceyDMMwDMMwjDJFRD4N3A78KnvoKOCughpVGfmjxFD1Z2hG+hiGQQ/4HKopVFeg+sKhspr1Z6hraBagujdrUIErEVky9FruYxyq67P//yjwB1Q/j0gNsAz4cg5lfhK4TkR6d7nqBD6RQzlVydvCiw4/rpCHTHgPeLcdpOq/bpqnHiE63Xo63Xq6vTpe7plCW6qBLV1j6dgxhlA8ROPmEKO3u0TiHqO29yCxJJJIobEY6nqQyfjP6qGegnoH1Hsg2wDerjl5GVNx1cPBJe5l2OXC8tQ0/rBzAS8/N4MJK4Rnf3fZQfbzZbsvO50eFt7+n8z9+kq8uD95OtC9V6ttqF69B6n1fNrvSzloLkjbQWodqlfvQbdx1ar3fnwWWAAsBVDV9SIyKd9124diSQHyxwOI/CdwK33WP6HafrgLh+rQvBU56Ka6EOlCtWWoteTAr/zNwI/8o5pGxBtGOfsL9LOdnSAiTfhpqLtyKccoPpvSk3AJ0eE00JIeTbdTx/rOZroSdfR01FPbEiacEOralZpOh3DSRRJpJJVB09lOznUH7uyKhKseKXWIa4ZtToTH4nO5ZesptD99BFOXZqhfv6co9cioyzVtZzD7j/F9jX6xqFbbw6Xc9V4qWofq1Zzpvfr0HvR3XqZ6T6lqWrJ/t4pIhEK7HBXq0HjDS0CcD3onJD7b55jiR3MdkqE6NJ8ETgcezr5+E/A0MBeRb6N642AX9mMlIj8GtgOzgb8BIDJ2iNcfhIjU4u8COxOI9ApYVW0NTYmzPjEZlxB7Uo20JhrpydSwq3UMXk+UaEeY+p0QiSv1rQ41bUlCaQeJJdBUCtIZf+ROddCRu0LiqoeHktIMnZ7DJqeRh7vnccu6U4g+NZqpz8Sp2bATb293wesCsC6T5u7bFjLt+WVFb1er1fZwKVe9l5rWoXo1Z3qn6vQe9Hdepnr/h4h8FRglIm8DLsFfOlEwKnENjRLADI3qrFwvHapD4wGvQ3U3ACKTgV8ArwceZX+GscPxafzkAjOBs/skFZgH/HiIZfTnbvxdRJcBqRzLMAJgZ3IMHkJbsoG2WD2pTAQvFiXSHSbaI0TiSjShhJMuobQDGQd1HHA9VNXv7Dz1O7si0huGkFSHPa7L6vQk7mk/iQdXvY6JT0SZuLwD2bYbd28P6mQKXp8uL8EFKz7OzJu24qSK+xOoVtu5UI56LzWtQ/VqzvReeEpN70F/52Ws9y/jD8SvAj4D3Av8Os9VPJAKdGhgmGtg8mJS6vEznU1H9aJsUrLXovrnw106VIdm5j5nxqcFmItqOyJD/1WrJoCDF/+rPgk8OeRyDmSqqr4jx2uNAFm6aSaqgsYjRPaGCaWhaY8Q7VZqejzqd6cJpVwinXGkOw6OgyaSqOOgruuHI/QPQyjg6F3vyF1GXXo0w1YnytOJudy+/WS2LzuSaU+5jF61E6+1DS+R8OtY4NHElGb4fuvpjL+6AWfL2oLaMtsjo5z0Xopah+rVnOk9SxXpPejvvMz1fh5wg6ouznPVBqciHZpA1tBcjz9BcUb29TbgNiBvDs1jiPw5WyjAvwKPZvNCdw65miLnAVNR/Vn29VKgOfvuf6F6+5DL2s+TInKcqq7K4VojQKSlFgEiPSFq9kIoDfWtHjXdLpGYS3RPHElnkHgSTST8Di6d9kfu+nd2RQhD6F0c2u55rM9M4K9dx3Hv+nnUPdvIjOcS1GzYjdfWjpfOgOcWtD7gxxff2j2Fh645nQmPLcvm6ygOh7Mt0ZqKtD0SykXvpah1ML2b3gtDKeo9SK0PxX4Z6P1c4CoReRS4BbhfVZ3819YoAEejej4iHwT8iRA5eBH/QAzVofks/jqVM/HzQv8O+FNWaWcNo6L/BXygz+ta4DT8NMvX46fZGy4LgY+JyCv4IWcCqKoen0NZRhEZtcvPGh6JQU2PEsootR0OkZhDOJEhFE/6HVsq7YcjuO6BYQhF6uz6xlNvc0axLDmTJTtPYMPKqTQvg3GrOpDtLbhd3X4YQhE6n4y6/CU+hh8vXsRRt67Ayxy8gW5o9OjgbM+aVnG2R0qp671UtQ6md9N7/ilVvQep9SHbL3G9q+rHRSQKnAN8CPi5iDygqp/Ke6Xx189U6hqa4qZZAiCNyCh657xEjmaIy0mG5tD4jsvtiPytzzXjgMOmUetHDapb+7x+HNU2oC0725ML5+R4nREwE1f6jVUk6RJKOIjrEepOIumM38Elsx1eOuNP8XvqP4Pf2RUxvKzVDbE6fRQPdMzn4Y1zqF9Wz8wXUtRtbMVr6yhq2E1GXf7UM5HvLf4g0xa/iBuLHXSORCK0vX9+YLa3v2tyRdnOB6Wq91LWOpjeTe/5pZT1HqTWh2O/HPSuqhkRuQ//D+NR+GFoBXFofIOlt4/MiNFAQs6+hb9n5TREbsKfSPnYUC4cmkMj8hng20AC32EThphGrR/jDnil+rk+r5rJAVXdLCInAP+UPfSYqq7IpazBEJEj8eP35gGNquqIyJfwfyCbgY9lfzwfxp/Nagc+pL179xxYVhQ/kcJxwImquiF7/KBrReTNwPeAJHChqm7L530BRfujZCCi3RlQCKUdQokMuB6SSPnZbRwHTWfA8/bFU++vc+HGDPp2dil1aPc8XnXG8FRsDn/eNp/2Fc1Mfl5pWtOO7GzB7YmhGadoYTc9XpIr205myc/eyNSbVgzY6AOEZk1n4kc3B2Z7xns3laZt0/s+Sl3rYHofke0AtQ6m9+ESpNaHa78k9d4HEXkHfjTQWcAj+AkBFuWvxgNQgTM0QPGTAqj+DZFlwBvwfY0voDqkHOlDDTn7T+DYoRZ6CJYi8mn6L9TyHaZncilQRL6Anz3tjuyh34vItap6zYhqeiDtwFuAO7M2m4GzVHWhiFwOvFdE7gIuBv4ZPzzvM/Tus3MgDvBe4Io+9xAd5NpvAGfjO1Jf4cC83GVPpLUbVBHHhYzjj9ZlsqN3qvvTdvbGU0PBwhD6d3adnsdWt5EViRnc3zqP1S9NY8LyMDNfjBPd0orX0YmbTBV8pqhv/V514nxy7QVwVTPNf1+ON0jml9Do0Wz8yGTumnUlcHUwtmdcCYz8Jxik7XxTKnovda331tH0bnrPB6Wu9yC1nrP90tf7x/DXznxGVYuSnq0SQ84AtNj70IgsAf4ALEF1YM92EIbq0GwE8rGj0v8H3IXIh4Dl2WOn4K+leW+OZX4SeL1mb1xErgCeIo8tvKomgWSfdUkL8L1+gAfxYzTXAKuyszcPAteKSCN+7vP3ABcAdap6FbC73xqnuQNcWw8kVLUbWCoiB2eHK3faOwH82GnXAy+7kVpvHHXf8INe8tzRAYN2dg+3zeX5jdNpWlnLrFUpRm1qQfe04yaSRYundtVjr5fk5u7XcvWSdzP7uhbcDcvRQUYNwxPGs+1jx/Cd829ibrTObJcSAeq9HLTeW89q1JzpPUsV6T3o77yS9a6qHzjsSfmmAh0aDSJtM1wJnA/8AJFngFuBP+P/HX5IhurQfAV4MpuVbL+3q3rpsKqp2gKcgR9KdWz26F9QfWhY5RyIAH1/BW72WCEZC/SGk3Xhh9IddExVe0Tk+8BiYDyDr/cZqLxxfY4BhPNT9RIi4ycd6R2lw/P2dXYHhR0UoINxcMmoS1xdOj3Y4YzmheR0Hm2bwwuvTKN+TR3T1zg0bGiF1na8npif5aYII3e9Df698Wl84+nzmHlTiKOfWDnoVLxEIsj8ubx0USO/OnsxZ41KEpbcJFOttgtOgHovZa1D9WrO9J6livQe9HdeDXoXkffhR8FMwv97sDdZVFNOFT8cFZoUAPyfa1FR/QfwD0TCwJvxI7CuAw773Q3VofkV8BD+JkW5B7iKnAZMRPW+bHm9x98D7EB1WQ6lXo8/g3Fn9vV7gd/kXMeh0Qkclf1/U/Z1J/s/8N5j4M/g/Az4puqgwcEDXdvBgV9gAMkmCsu+qeU+HdxBoQdQsA5mt5ui04uwwxnPisR0HmubzeqNR9G4toapax0aNrYjre1od4+fTrTAC0Nd9Uipw2bH4Zau07jhyTOZcY9yzFMbcDs78QayLUJ4UjO73nc0J3z0RRYfeR9TwvXD7nCq1XYxCVLvpaZ1qF7Nmd6pOr0H/Z1Xod5/CLxHVV8aVmVHQoU6NEUPOQOyWc7egz9TczJ+ZuXDMlSHxkH1shyr1pcfMXC2gpeAa/G9sWGhqv8rIo/gp28W4OOq+vwI6jgUngUuwf/RvBV4GlgHzBffq+w9Bv7amBuBT4vIHYPEcx50rarGRWRUNmxtHn5IW2WRDTk4YCfoIm2SCfBAbDYvJ6awtHUmWzc10/RyhBnrMtRv3gNtnWh3D16BOrv+KUM3ZJr4S9dJ3PnyCYx+op4jHu/gmA2r8eJx3EFsS7QGb8E81l0iXHf6L3h9bYZaaTTbpUqAeg9S61C9mjO9V5/eg/7OTe8A7C6qMwMV6dAoASQFELkVeD1+prOfAY8w+GTAAQzVoXkYkYvw14P0DTkbbtrmCai+etBR1Q2ITBhmWQCIyBuA1aq6PPt6tIi8XlWX5lLeIDaiwH3ACcD9wFeBR0XkcWALcFU2y9li4DH82ZUPicg0/A2e3gWsBv4b+JqI/BHfAZsjIj9U1bv7X5s1/T3gAfwsZx/N1/2UCgOO1kHR4vW/+/S7iO6sYcwGOHpTiprte6C9E43F9+9WXaC6XPjqW1jb3kz79rE0boww/mWHhnXtzNmxES8WxztMZp1wUxMt5x/Lwouf5eZJ/2BiuAGIDsn2Rze/mZfaJlWd7aAJUu9Bah1M76b3vm9Utt6D1DqY3rM8J/4fxnfR529WVb1j0CuMUuF64EOoDju94FAdmt4/sL/S51guaZtHHeK9XPeh+QX+lFQvsQGOjQhVzeDPnPRlKX0ylWXPuxF/NqaXLvavm7kj+0BVD0ofOMC1qOqD+CFrlUkR078OxOzfekQ6Owm1d6Pd3XiJpJ+mswhx1F2LRjE53sqkxJZ9u08P9dOITDmCDZ+bxRWLbuSc+g5qh7mFU8eiBibHqs924ASo9yC1DqZ303txqda2HUzvWZrwE1md3eeYsj8bbt6pyDU0WsTs7yJvzq6nrwfOQ/rNDA3BGR3qxpqzcqjeQDyIyPeAr2c36/QR+R/6rqkZHqJ9ylJVT0SG6qgZVUx0xSY0ncHN9I7YFS8trbN9R07XRWbNYM2XJ3Hn2VdxXE2UsAx/9MrZtr0qbVczQWodTO9B2K5mqrVtB9M7gKp+fEQFGPvwireG5p/x/YD34Duf0u85Tw4NgMh8/LUc+3Pmqd4wnNoC/4G/YH8DIi9kj50APEfuO7huEpFL8WdlwF/bkt9dn4yKxN3bU/Q/7EZCZNYMXvrmRO4/6yrmRos7WluttiuFctM6VK/mTO8jp9z0HvR3Xml6F5Gp+Ft3nIn/x/DjwBcKsjl5L+UhtWGhgBZvDU03IpcBL7LfkemtxpAYmkMj8k3gTfgOzb34YVSPA8NzaPy9Yj6AyGvYn7Z5NaojcUAuBn4KfB3/xv8OXDSC8oxqIeCQt+EQmXIEay6fzP1n/aT4HU6V2q4oykjrUL2aM73niTLSe9DfeYXq/XrgZuDfsq8vyB57Wz6N7KNi0zYXdR+a3swPrwVOA+7Gd2reAzw6lAKGOkPzr/gzKc+j+nFEJgO/Hl5dAZFJ+AvqZ+OngP5/qO499EWHRv29bYq/iZJhFIlwUxMbPjeLO99e/NGzarVtBEe1as70Xn0E/Z1XsN6bVfX6Pq9/KyJfzLeRA6hIh6aIt6X6PwCI/A04GX9TeRD5FnDbUIoIDdFUIps2zUGkCWhh+AkBwJ/RieFPBTbiz6yMCBGZKyJ/F5EXs6+PF5Gvj7RcwxgxIhy0sG24RURraDn/WK5YdCPH1RQ3jr5abRs5kAetQ/VqzvReZpR52x60/SLY3iMiF4hIOPu4AGgrhKF9aB4eJUZv2uaRPobJdCDd53UamDmUC4c6Q/McImPxd7xfBvQAzwy9fvs4AtWvZf9/PyLLcyijP4uBL+Fv/omqrhSRm4Hv5qFsw8gNESQSRUbSWIvgLZjHGZ95jnPqO4q7MLhabRvDJx9az5ZTlZozvZcX5d62B22/OLY/Afwf8BP8v8ufBAqWKECo1JCzQHZ0vxF4BpE78b+7fyGvG2uqXpL93y8R+SvQhOrKHCoqiIxj/2Kf8AGvh7+vDUC9qj4jB46WODmUYxj5IRQmVFdLaNxYvIljci4mPHEiay8Wbp78SNFTtlarbWOY5EnrUL2aM72XERXQtgdtv0i2vwN8VFU7AERkPPBjfEenMFSoQ1PEpAC9Br+HyH3AP2WPfBzV54dy6VCTAtyOv6DqvgE3xhw6Y/BnePp+Qr2zNLnsawP+1OLR2esRkX8Fdo6gjoaROyKEaqKEmicQm38ErcfnOPoUCtNy7myuPePa7OZiRaRabRvDI19ah+rVnOm9fKiEtj1o+8WzfXyvMwOgqu0iclIhDRp5RHU5+32DITPUNTS/xN9ccz0iP0DkmOEaAkB1JnA08EZUZ/V75OLMAHwWP9zsGBHZDnwRP/OZYRQdCYeRhnrS0yawa0GUhoWtOZUTmTKZxvN3srAumecaDsH2jKlM+NDWqrNtDI98aR1M76b30qcS2naoGr2HxI/+AfbN0BRuf8JslrORPg6HiLxDRNaKyAYR+fIhzjtNRNzsAH/ut6WBrKHJGdHh5GkXGQN8EPgasBV//crvUc0Mz6osQ/WUYV0zYDESBn6gql8SkQYgpL2ZEQzDMAzDMIyqQkQ+AnwFuB0/emcR8D1VvbEQ9kZNmaazPnHZiMt56fuXLVPVUwd6L/v37jr81NPbgGeBD6rqmgHOewBIAtep6u251mdGXbN+Zeb7cr18H/++9tpB7yufDHWGBkQm4C+q+hTwPHA1cDL+BzdcnkbktByuOwBVdYFTsv+PmTNjGIZhGIZRvai/6fv7gd1AK/C+Qjkz+43m4XFoFgAbVHWTqqaBW4DzBjjv88Cf8LMRj5hymqEZ6hqaO4Bj8LMPvBvVXdl3bkXkuRzsngV8BpHN+GmcBVBUj8+hrOdFZAl+nupY70FVvSOHsgzDMAzDMIwyJjtzseawJ+aJImQ5Owo/MqqXbcDrD6iDyFH4WcHejL855YhQAslyljNDjSn8NTAPOBM4FZHHgV+gmiS3aaRzcrhmMMbj5xd/c59jCphDYxiGYRiGYRSW/Dg0E+XASYJrVfXa7P8Hmurob/Uq4HJVdSXHfZJE5CLgIoBxkcbiZzkbAUN1aD4G7GX/RpgfxJ+t+becrKpuBkBkElCXUxmAiDQDP8OfhuvMtRzDMAzDMAzDGDb52xhzzyHWmmwDpvV5PRXY0e+cU4Fbss7MROCdIuKo6l1DrUDWgboWYHrdJK3EGZrXonpCn9cPI7IiZ6si5wJXAkfix/nNAF4Cjh16EfIp4PvARmCWiFykqktyrlOV8rbwosP/DIeTOGIQHvBuO8jN/+umeeoRotOtp9Otp9ur4+WeKbSlGtjSNZaOHWMIxUM0bg4xertLJO4xansPEksiiRQai6GuB5mM/6we6in0/gSz9R7INoC3a05emiBXPRxc4l6GXS4sT03jDzsX8PJzM5iwQnj2d5cdZD9ftvuy0+lh4e3/ydyvr8SLx4GB732ktmfddRFzL/H31Q3Pm8uWcycSe20KMiHGrohy5JItOFu3lZxtqF69B6n1fNrvi+n90LaD1DpUr96D1Ho+7Jer3oOmCCFnzwJzRGQWsB34AH724X2o6qx99RH5LfDn4Tgz/VEC2IdmBAzVoXkekTeg+jQAIq8HnhiB3e8AbwAeRPUkRM7Cn/UZDl8EjlXVVhF5DXATYA5NGbEpPQmXEB1OAy3p0XQ7dazvbKYrUUdPRz21LWHCCaGuXanpdAgnXSSRRlIZNJ3t5Fx34M6uSLjqkVKHuGbY5kR4LD6XW7aeQvvTRzB1aYb69XuKUo+MulzTdgaz/xjf1+EVinNOW8krDQ14sRjumnUctWbdAe8XclfbIG2PlHLXe6loHUzvxbA9Ukzv+aGYWgfTe84U2KFRVUdEPgfcD4TxM5itFpGLs+//shB2vTLaMHSoDs3rgY8gsiX7ejrwEiKryG0xfwbVNkRCiIRQfRiRK4ZZRlpVWwFUdZOI1A7zeiNg1icm4xJiT6qR1kQjPZkadrWOweuJEu0IU78TInGlvtWhpi1JKO0gsQSaSkE644/cqQ46cldIXPXwUFKaodNz2OQ08nD3PG5ZdwrRp0Yz9Zk4NRt24u0tTuK9dZk0d9+2kGnPLyv4hsVnj32RxePfhBeLHf7kCrI9UspV76WmdTC9lwOm9/xQTK2D6b2UUdV7gXv7HRvQkVHVjxWjTqXEUB2ad+TZbicijcBjwE2ItDB853uqiPx0sNeqemke6mkUkJ3JMXgIbckG2mL1pDIRvFiUSHeYaI8QiSvRhBJOuoTSDmQc1HHA9VBVv7Pz1O/sikhvGEJSHfa4LqvTk7in/SQeXPU6Jj4RZeLyDmTbbty9PagzvC2acqHLS3DBio8z86atOKlUwe0dGelA6wdf+haqryc0pqnibI+UctR7qWkdTO/Fsj1STO8jp9haB9N7rhQh5CwQyum2hubQ9C7izx/nAQn8sLEPA2OAbw+zjC/1e71s5NUyisnSTTNRFTQeIbI3TCgNTXuEaLdS0+NRvztNKOUS6Ywj3XFwHDSRRB0HdV0/HKF/GEIBR+96R+4y6tKjGbY6UZ5OzOX27SezfdmRTHvKZfSqnXitbXiJhF/HAo8mpjTD91tPZ/zVDThb1hbUVi9JjYJ3YOhHuKmJ7re+jm3neLz1+DW8ZezSirM9UspJ76WodTC9F9P2SDG9j4wgtA6m95wpp7/8h4g/plB5a2jyi2oMkRnAHFR/h0g9fkzgMIrQ3xWmckaxkJZaBIj0hKjZC6E01Ld61HS7RGIu0T1xJJ1B4kk0kfA7uHTaH7nr39kVIQyhd3Fou+exPjOBv3Ydx73r51H3bCMznktQs2E3Xls7XjoDnlvQ+oAfW31r9xQeuuZ0Jjy2zP9cisCq5DTozIZbhMKk3nEyTZdv5U+v+V8mhRsq1vZIKRe9l6LWwfRuei8Mpaj3oLQOpvecyF+Ws5KjErOc5ReRT+PnuR4PHI2/YdAvgbcMvQi5SlW/KCL3MICUVPXcPNXWKBCjdoUAiMSgpkcJZZTaDodIzCGcyBCKJ/2OLZX2wxFc98AwhCJ1dn3jqbc5o1iWnMmSnSewYeVUmpfBuFUdyPYW3K5uPwyhCJ1PRl3+Eh/Djxcv4qhbV+Bl0gedExo9uiC2b95yGqM7tiCRCDsuXcCvP381C2qjQOE7nCBtj5RS13upah1M76b3/FOqeg9S62B6zwVh4E1iKoFKzHKWbz4LLAD8uUPV9dk9aYbDjdnnH+exXkYRmbjSb6gjSZdQwkFcj1B3Ekln/A4ume3w0hl/it9T/xn8zq6I4WWtbojV6aN4oGM+D2+cQ/2yema+kKJuYyteW0dRw24y6vKnnol8b/EHmbb4RdwBFlBKJELb++fn3XZKM3T/7QganU3sueh0bv/Cj5gbLU5nE6TtfFCqei9lrYPp3fSeX0pZ70FqHUzvI6ICZ2gUm6EZCilU0/TuZCoSYZhyUNVl2ed/iEgNcEy2jLWqevCQhjEwRZzK7k+0OwMKobRDKJEB10MSKT+7jeOg6Qx43r546v11LtxPrG9nl1KHds/jVWcMT8Xm8Odt82lf0czk55WmNe3IzhbcnhiacYoWdtPjJbmy7WSW/OyNTL1pxYAdHkBo1nQmfjTfS9/gpx3HMO1PW/HmH8Nl//HHonY4ebFtet9HqWsdTO8jsh2g1sH0PlyC1jqUud4DpmKTApTRfQXl0PwDka8CoxB5G3AJcE8uBYnIu/DD1Tbiz/rNEpHPqOp9+aqsiMzH3znVBTbgh8s9ChwHnKiqG7LnnQT8EP9z/bGq/mWAsibi75eTAbqA81U1ISJ3A28E/lVVH8yeOwP4Gf586+9V9Tf5uqdSINLaDaqI40LG8UfrMtnRO9X9aTt746mhYGEI/Tu7Ts9jq9vIisQM7m+dx+qXpjFheZiZL8aJbmnF6+jETaYKPlPUt36vOnE+ufYCuKqZ5r8vxxsk601o9Gg2fmQyd826Erg6b3V4JdPDrVedzYStz7Du/07hA42tQChv5Zeq7XxRKnovda331tH0bnrPB6Wu91LQOpjeR0wZ/eE/HLwyCqYLyqH5MvBJYBXwGfy82r/OsawrgbP6OBVHA38B8ubQ4M/6nJEt/3rgROC9QP+9c74OnKeqh9r9qgNYqKqeiHwTeDdwG3Ax/mfRl+8BH+/db6fiaO8E8GOnXc/PbtI3jrpv+EEvee7ogEE7u4fb5vL8xuk0raxl1qoUoza1oHvacRPJosVTu+qx10tyc/druXrJu5l9XQvuhuXoIKOG4Qnj2faxY/jO+TcxNzp4+svhsjHTw7uv+y9m/O45QrNncsVbbyUsxelwgrSdVwLUezlovbeepnfT+0gpB72XitbB9J4XKtChUSpzY838ouoBi7OPkdLS68xk2QS05KHcfahq34TzKWCrqu4W2e+5ishrgDrgdhFJ4zsnMfyZp/cAFwB1qnpVn7LCwPqsjZ39yosCM4BfiUgD8HlVPXDb3HIn42891DtKh+ft6+wOCjsoQAfj4JJRl7i6dHqwwxnNC8npPNo2hxdemUb9mjqmr3Fo2NAKre14PTE/y00RRu56O7t749P4xtPnMfOmEEc/sXLQMASJRJD5c3npokZ+dfZizhqVJCzDShw4ID1ekh/sOY2//WQhM25+jvDkZtZ+azT/0tDOMBMTlpXtghCg3ktZ62B6D9p2QTC9D0ipaB1M70ZlEVSWszOBb+H/wR7BDxVTVF8z9CLkfdn/rhaRe4E/4juU/wY8m9f6+vbOBb4PrAPaBjhlMvBa4Hj80LGvqeqlIvJ9fMdtPHBOtqwFwM+BJP4M00BMzJY1G5iEH8r23jzdTkmwb1q9Twd3UOgBFKyD2e2m6PQi7HDGsyIxncfaZrN641E0rq1h6lqHho3tSGs72t3jpxMt8MJQVz1S6rDZcbil6zRuePJMZtyjHPPUBtzOTryBbIsQntTMrvcdzQkffZHFR97HlHB9zh1ej5fkwcREHts7l3vWz6fpwQYm/3kT41qeIfbeUznla8u464glRPPUoZaK7WIQpN5LTetgeje9Z6kCvZeC1sH0XjDU1tCUAkGFnP0G+P/wN8PMdcXde/r8fze+EwHQCozLvWoDo6pLgCUicg1+mNid/U7pAp5V1biIPARclj3+IP46mG+qPzOFqj4DnCoi/wF8AvjJACY7gTXZcLNWEZmQ73sKnGzIwQE7QRdpk0yAB2KzeTkxhaWtM9m6qZmmlyPMWJehfvMeaOtEu3vwCtTZ9U8ZuiHTxF+6TuLOl09g9BP1HPF4B8dsWI0Xj+MOYluiNXgL5rHuEuG603/B62sz1EpjznXq8hKcetNlzP35Nrw97cyKrwJVnFCYXZe+nuu+cBWn1NZQiNGzIG0XjQD1HqTWwfReSraLRpXqvRS1Dqb3glNGf/gPHbE1NEOgixEu2lfVj+erModDRGpVtXeV3l4gMcBp64FJIhLGX2PzSvb4xfgppj8tIncA2icL214G+QVnEwX0iL/p6LjsuRXFgKN1ULQhge8+/S6iO2sYswGO3pSiZvseaO9EY/H9u1UXqC4XvvoW1rY30759LI0bI4x/2aFhXTtzdmzEi8XxDpNZJ9zURMv5x7Lw4me5edI/mBhuAKI516fDjXPy/ZdyzHdfxOnuPuC9zgsWcPMXr+TYmlE5l1+qtotJkHoPUutgei8V28WkWvVealoH03sxqMgZGrUZmqHwMCI/Au7AX5Pio7p8uAWJyFTgGuBMfB/5ceALqrotP1UF4B0i0jvjsh74m4j8EVgIzBGRH6rq3SKyGHgEP3X3x0RkGnAu8C5gNfDfwN3i37sHtAMXZu/jp/gzP+eKyC9V9Vrgu8D9+N/T5/N4P6VBEdO/DsTs33pEOjsJtXej3d14iaSfprMIcdRdi0YxOd7KpMSWfbtPD/XTiEw5gg2fm8UVi27knPoOaiW39JavZHpYk5nIb3b8E6/+YTbH3LASr18cd3jOa/jg5fflvcMJ0nZgBKj3ILUOpnfTe3Gp9rYdTO9Fp4z+8B8qtg/N0Hh99vnUPscUeHMOZV0P3Iy/dgb8xffXA2/LuXb9UNW7gbv7HV40wHm3ALf0O3xO9vmO7AP2h8f1vfZS4NJ+x/4B/FMOVTaGQHTFJjSdwc30jtgVLy2ts31HTtdFZs1gzZcncefZV3FcTZSw5DZyd1eskas/9ynq17bg7WqhOfnUwQ2XCOsumsw9YzeRzxSaQdquVoLUOpjeTe/FpZrbdjC9B0FFztBgWc4Oj+pZeSytWVWv7/P6tyLyxTyWb1Qo7t6eov9hNxIis2bw0jcncv9ZV41407Hf73oDtY+swhlkvwMAPf14rjjvpryn0AzSdrVSbloH07uRO+Wm93xqHUzvRUepyBkaKK/bKq6aRC7IPl824CM39ojIBSISzj4uYOAsZIZxIF7hMznli8iUI1hz+WT+etZP89LhLVs7Ex2swwmF6fjY6fzrbx7g/Y35X7oVpO2qpYy0DqZ3Y4SUkd7zrXUwvQeC5uFRYvj70MiIH8Wi2DM0vb/W0QO8l+vX+Qng//AzhSnwZPaYYVQE4aYmNnxuFne+PT+jd11egsmPDP7Tj7/3VK795lWcWFs7YlulZNsoD0zvRrWQb62D6T0IhMoNOSuTcQGg2A6N6q+yz/9z0Hs5homp6hb8hfeGUVrIyEcmJFpDy/nHcsWiGzmuZmSZbnr52s43Mf7+jQMuVJVoDd5FrQXrcIK0bRSQPGgdTO9GmVCibTuY3o3qpZQCGHMKOROR34nI2D6vx4nIdXmrlWHkgggSiRKqrx9RGd6CeZzxmec4p74jb/HGK797Am5r64DvhcaO4aMzns6LnYFY8f0TA7NtFIh8aD1bjundKHlKuG0H03tgVGDIGfhZzkb6KBZBZTkbiFyHPI5X1c7eF6raISIn5adKhpEDoTChulpC48biTRyTczHhiRNZe7Fw8+RHRpS+sz+j7n7mkO8XMua1/s6lgdk2CkCetA6md6MMKPG2HUzvQSHlFJs1RJTyCjkrpRmaXD+2kIiM630hIuMpLUfNqCZECNVECTVPIHbiUWx557jDXzMQoTAt587m2jNuyG6sVhy8zi6ue+WMotkrFdtGDuRL62B6N0qfMm/bwfReMPIxO1OijkM5zdAUO8tZNyJ7B3h0A0fmWOqVwJMi8h0R+Q5+UoAf5q3OhjEMJBxGGupJT5vArgVRGhYOPP1+OCJTJtN4/k4W1iXzXMNDo5k0dYvHsS4TO/zJhbB97ThWpxNFt20Mn3xpHUzvRulT7m07mN4LiejIHyWH+vvQjPRRLETLaT5pEETkWOAs/LC1v6vqmoCrZBiGYRiGYVQ4DROn6bz3/H8jLue53/7HMlU99fBnFodJ0cl6/sQPjLic/9v106LcV0WEZqnqahFpBeoARGR6NvuZYRiGYRiGYRSMkpxhyQPFnGEZKWXv0IjIufhhZ0cCLcAM4CXg2CDrZRiGYRiGYVQBZfSH/3AopyCuUkoKkCvfAd4ArFPVWcBbgCeCrZJhGIZhGIZR8eRh/UwpzvAolhSg2GRUtQ0/21lIVR8GTgy4ToZhGIZhGIZhFIGyDzkDOkWkEXgMuElEWgAn4DoZhmEYhmEY1UAJzrDkA1tDU1zOBZLAF4ALgCbgfwKtURnxtvCiw8s1D0GUD3i3HbSj1l83zVOPEJ1uPZ1uPd1eHS/3TKEt1cCWrrF07BhDKB6icXOI0dtdInGPUdt7kFgSSaTQWAx1Pchk/Gf1UE9BvQPqPZBtAG/XnLz8VF31cHCJexl2ubA8NY0/7FzAy8/NYMIK4dnfXXaQ/XzZ7stOp4eFt/8nc7++Ei8eBwa+95HannXXRcy9xN+8LTxvLlvOnUjstSnIhBi7IsqRS7bgbN02oO23hf5tn+2d/3EGK//j5yOpykG8/cgTgcG/82rVe5Baz6f9vpjeD633ILUO1av3ILWeD/vlqvcgEUozZCwflNNtla1DI/7eNf0/616R/7eIbAS+pqp/L27NjKGyKT0JlxAdTgMt6dF0O3Ws72ymK1FHT0c9tS1hwgmhrl2p6XQIJ10kkUZSGTSd7eRcd+DOrki46pFSh7hm2OZEeCw+l1u2nkL700cwdWmG+vV7ilKPjLpc03YGs/8Y39fhFYpzTlvJKw0NeLEY7pp1HLVm3QHvH2p6dN0vFzDzTo+6f7zI1N++zJ4vxvK6uZzz5lOIPLQsb+Xlk3LXe6loHUzv+2yb3gtGqei9mFoH03vOlNPq+SGi2AxNUVDV0YO9JyJhYD5wU/bZKEHWJybjEmJPqpHWRCM9mRp2tY7B64kS7QhTvxMicaW+1aGmLUko7SCxBJpKQTrjj9ypDjpyV0hc9fBQUpqh03PY5DTycPc8bll3CtGnRjP1mTg1G3bi7e0ueF0A1mXS3H3bQqY9v6zgIypnj32RxePfhBcb/uZsr5x7Lan3ZPhpxzG8tnYnDyWOZFFjFwCzllzEK+dee8D5GXWJSnjI5d9zwy/4t9PfN+x6FYNy1XupaR1M772Y3vNPqem9mFoH03uuVOQMjZaXn1a2Ds2hUFUXWCEi1wRdF2NwdibH4CG0JRtoi9WTykTwYlEi3WGiPUIkrkQTSjjpEko7kHFQxwHXQ1X9zs5Tv7MrIr1hCEl12OO6rE5P4p72k3hw1euY+ESUics7kG27cff2oE6m4PXp8hJcsOLjzLxpK04qVXB7R0Y60Pq6Qd8P1dcTGtM06Pu1EuVL4zcecGzBV/+dub99inkTL+C2UxczPuTyUGIGP//6v/LQVf9HrUQPOH+PG6PLUyaGw4wJjdp3vD5Uw4UPlmaSw3LUe6lpHUzvpvfCUWp6L7bWwfSeE0p5xWYNg+LGvIyMinRoelHVXwVdB2Nwlm6aiaqg8QiRvWFCaWjaI0S7lZoej/rdaUIpl0hnHOmOg+OgiSTqOKjr+uEI/cMQCjic0Dtyl1GXHs2w1YnydGIut28/me3LjmTaUy6jV+3Ea23DSyT8OhZ4eCOlGb7fejrjr27A2bK2oLZ6SWoUvAObuXBTE91vfR3bzvF46/FreMvYpcMqs/MY2POz1/Paj6/hvyacj9dUD69sp7F7KW9Lf5Y7/u8n+0IXtjk9fOL8zxJp3Ys7cTT333HDAWU9uve1fGhkt1gQyknvpah1ML2b3qtH70FoHUzvuSLl9Jf/ELGQM8MYItJSiwCRnhA1eyGUhvpWj5pul0jMJbonjqQzSDyJJhJ+B5dO+yN3/Tu7IoQh9C4Obfc81mcm8Neu47h3/Tzqnm1kxnMJajbsxmtrx0tnwHMLWh/wp+tv7Z7CQ9eczoTHlvmfSxFYlZwGndlwi1CY1DtOpunyrfzpNf/LpBzjpdd95BcAXPOmGfz52ANDOUbd/Qwf3nkxn/z9Eu5oPYWuz0xCXlyBC7AB3rn2ndw99x6iEqbHS/Lq22qhfQQ3WCDKRe+lqHUwvZveC0Mp6j0orYPpPWfK6A//4VBOt2UOjREYo3b52yBFYlDTo4QySm2HQyTmEE5kCMWTfseWSvvhCK57YBhCkTq7vvHU25xRLEvOZMnOE9iwcirNy2Dcqg5kewtuV7cfhlCEziejLn+Jj+HHixdx1K0r8DLpg84JjR50mdmIuHnLaYzu2IJEIuy4dAG//vzVLKiNAiNf/HnR2A3cW/9GWi48gdhRMHGlR8PtS+n5doxFjV0sanyIt7944gHXuG/eyZv/5RISE0KMXZ8i3Ll8xPUoBKWu91LVOpje+2J6zw+lqvcgtQ6m91ypyDU02AyNYQyJiSv9hjqSdAklHMT1CHUnkXTG7+CS2Q4vnfGn+D31n8Hv7IoYXtbqhlidPooHOubz8MY51C+rZ+YLKeo2tuK1dRQ17CajLn/qmcj3Fn+QaYtfxB1g8aZEIrS9P//5MFKaoftvR9DobGLPRadz+xd+xNxo/rLYJNXhbc/s4rLxTwL+93DChy4kmnL3vT4IVervWErj8cfQPXcMjdGavNUnn5Sq3ktZ62B6PwjT+4goZb0HqXUwvRvlTVU7NCJyJPBnYB7QqKqOiHwJOA/YDHxMVTMi8mHgs/gTnR9S1b0i8mbge/h74FyoqtsGsXE38EbgX1X1weyxg64VkfnAL/FTT/+7qq7M1u/3QB3w373X55UAU1hEuzOgEEo7hBIZcD0kkfKz2zgOms6A5+2Lp95f58IFq/bt7FLq0O55vOqM4anYHP68bT7tK5qZ/LzStKYd2dmC2xNDM07Rwm56vCRXtp3Mkp+9kak3rRiwwwMIzZrOxI9uzrv9n3Ycw7Q/bcWbfwyX/ccf89rZAYwJjeKy8Zv2vQ5LiBffcBNvP+okjv3KJTRuVcby1IDXXvfnXzMpXM9Xv3by4AZM7/soda2D6X1Eeg84PZHpfXgErXUoc70HiRL4761QlNNtVbVDg++gvAW4E0BEmoGzVHWhiFwOvFdE7gIuBv4ZeD/wGeBHwDeAs/Gdoa/gOzwDcXH2mr4MdO13gA/iJ5X4Ob5T9WXg68BKfMcr/w5NgERau0EVcVzIOP5oXSY7eqe6P21nbzw1FCwMoX9n1+l5bHUbWZGYwf2t81j90jQmLA8z88U40S2teB2duMlUwWeK+tbvVSfOJ9deAFc10/z35XiDZL0JjR7Nxo9M5q5ZVwJX560Or2R6uPWqs5mw9RnW/d8pfKCxFQjlrfxDosrM6zex9YOvof2K0xn7Mkz4/TK0TzjGlEgjAFdMfqE4dRompaL3Utd6bx1N76b3fFDqei8FrYPpfaRUYsiZYlnOygZVTQJJkX2bzi4AHsn+/0HgQ8AaYFV29uZB4FoRqQcSqtoNLBWRH2T3vrkX+AT+3jfnqOoXVXVnn/IZ6NrsW+NVdWv2nDHZY8cDX1BVFZFuERmdva4yaO8E8GOnXc/PrNI3jrpv+EEvee7ogEE7u4fb5vL8xuk0raxl1qoUoza1oHvacRPJosVTu+qx10tyc/druXrJu5l9XQvuhuXoIKOG4Qnj2faxY/jO+TcxNzp46s3hsjHTw7uv+y9m/O45QrNncsVbbyUsRers8O/rG0/8hTfU7d+z4PJLT+SFk/af86P2o/nS+I1c0zGDLxxRtKoNnQD1Xg5a762n6d30PlLKQe+lonUwveeFCnRoALwymqKpaodmAMYCe7P/7wLGDXJsXJ9jAGFVdUXkMuAXQBPwrkFsHHRt9rlv69H7/7DuT2/Sa7tyHJqMv+dw7ygdnrevszso7KAAPyoHl4y6xNWl04MdzmheSE7n0bY5vPDKNOrX1DF9jUPDhlZobcfriflZboowctfb2d0bn8Y3nj6PmTeFOPqJlYOGIUgkgsyfy0sXNfKrsxdz1qgk4WFsWDYYPV6SH+w5jb/9ZCEzbn6O8ORm1n5rNP/S0M5+6Q6dL+06ic3x8Wz4/Vxu+cqPDxvS0OUlOHHJF/juk386oLMDf6Tu9Rf+O2Nv9EMUfvHcm/jS2Ru5ZOwrw65XUQhQ76WsdTC992J6zw+lrPdS0TqY3vOFUJkzNFBefpo5NAfSCRyV/X9T9nVn9v99j3X0OQbZWTlVXS0io4D7VXWwbXYHvJYDZ/Z6/993qKbXdsWwb1q9Twd3UOgBFKyD2e2m6PQi7HDGsyIxncfaZrN641E0rq1h6lqHho3tSGs72t3jpxMt8MJQVz1S6rDZcbil6zRuePJMZtyjHPPUBtzOzoFHSkQIT2pm1/uO5oSPvsjiI+9jSrg+5w6vx0vyYGIij+2dyz3r59P0YAOT/7yJcS3PEHvvqZzytWXcdcSSYe3u3JdVC8Ko206zPsUX/34hv/z7DUzPhhL0r8fCKy5j0vI4x35vKx8e3TZgeX/5/o/58I1nEjr+GDad/RuAoo4sDocg9V5qWgfTe/96mN7zR6npvRS0Dqb3gqFaXotNhkjv+EO5YA7NgTwLXAL8EHgr8DSwDpifDSl7K/C0qsZFZJSINOKvg1kDICLnAC8BbxWRxaq6p7+Bwa4F2kVkKr4z05U9tlJETsdfQ9Okqnv7l1fWZEMODtgJukibZAI8EJvNy4kpLG2dydZNzTS9HGHGugz1m/dAWyfa3YNXoM6uf8rQDZkm/tJ1Ene+fAKjn6jniMc7OGbDarx4HHcQ2xKtwVswj3WXCNed/gteX5uhVg7uPIZKl5fg1JsuY+7Pt+HtaWdWfBWo4oTC7Lr09Vz3has4pbaGXEbuelHH2fd/d/0mMgPc2qx7P8Xs3zpMfvxJXvl/p7Nu7n2DlndvbAYA3737BqDEs98EqPcgtQ6mdzC9Z1/0+X9l6r0UtQ6m90JTmTM0ipbRHE1VOzQiEgXuA04A7ge+CjwqIo8DW4CrslnOFgOP4c+u9G5S+z3gAfxMZR8VkdHAf+GHmh0LXJk9/lPg3cC5IvJLVb22/7XZ8r4J3II/e9mbYOCHwA3AqOz7FcWAo3VQtJGO7z79LqI7axizAY7elKJm+x5o70Rj8f27VReoLhe++hbWtjfTvn0sjRsjjH/ZoWFdO3N2bMSLxfEOk1kn3NREy/nHsvDiZ7l50j+yuyxHc65Phxvn5Psv5ZjvvojTfWBUY+cFC7j5i1dybM2onMvvJTJrBl0nH0H9jiTy1Ao+9I0vsfQHvzjgnNde/ALqOKTOOY11H/3FICX5HF+7nVte+yZOqX1hxHUrNEHqPUitg+nd9N73jcrWe6lpHUzvRaF8/u4fMorN0JQNqprBn3Xpy1Lgin7n3Qjc2O/Ygxycdeys7POzZB0VVb0UuPRw16rqSmBhv2PbgDcP7W7KkCKmfx2I2b/1iHR2EmrvRru78RJJP01nEeKouxaNYnK8lUmJLft2nx7qpxGZcgQbPjeLKxbdyDn1HdRKbqk1X8n0sCYzkd/s+Cde/cNsjrlhJV6/OO7wnNfwwcvvy0tnB/DDh2/hmGgtPZripL9/lnA0Afj7HzyYGM3n//Ix5jhPA7D5PDlUUQCcWFvL1+77Izd1Nw8atlAyBKj3ILUOpnfTe3Gp9rYdTO/FpjJnaCzLmWGUBdEVm9B0BjfTO2JXvLS0zvYdOV0XmTWDNV+exJ1nX8VxNVHCktvI3V2xRq7+3KeoX9uCt6uF5uRTBzdcIqy7aDL3jN1EvtJ39nacY2QUm952HXvcGBszyvnf+RKT7lzLnLanaf/zXGojDnPPeZYPHPdmbpn10EHluOrRoymihLnkp19k6i0b+fDy+/NSx0okSK2D6d30XlyquW0H07tRnZhDY1Qt7t6eov9hNxIis2bw0jcncv9ZV414w7Pf73oDtY+swhlkvwMAPf14rjjvpoIuwpwYbuC0v36aub9+at8o5rMn/xGAt+uJdL5xL4+sDfGmUfu747iX5p+/+QUmrI7h1Ec54qEncYDTvvbvLPqPv3HZuPXF2j2hbCg3rYPpvRfT+/ApN73nU+tgei865RabNQy0TH5DYA6NUc0EHPI2HCJTjmDN5ZO5/6yf5KXDW7Z2JnNTzw38ZihMx0cW8KnL7+b9jYXPQ/HKuxbzdk7c9/oz206nMZwCPNRx+OEZb+Uznzua0DE9JNtG8Zo/ukx46CnW/fpURq+pYUp2gG/89U/x0B+a4Tm4fErBq11elJHWwfRueh8hZaT3fGsdTO+BUD5/9w8Z21jTMIy8Em5qYsPnZnHn2/MzetflJZj8yOA//fh7T+Xab17FibW1I7Y1XMITxrPi6rl4EaF5xjaczVtxd7cw8xstB5wXqqvjlXf+Gt4Jb//fE/EWnkjn3FFMemg7Xxr/dNHrbeQP07vpvVrIt9bB9B4UlbqGxmZoDMMAOfyix8MWEa2h5fxjuWLRjRxXM7JMN718beebGH//xgEXqkq0Bu+i1kA6u8gRk7nk8X/wjlF+vozVmTRfuPjz1Pz12YPO9ZJJvrjzVO7f9DqOfHMNd9/wMxpDdaxMJznlW/8fz/+y2LWvcvKgdTC9m97LhBJt28H0Hhhl9If/cCinGZqSC0U0jIpABIlECdXXj6gMb8E8zvjMc5xT35G3WOeV3z0Bt7V1wPdCY8fw0RnBjIB9/vFHeFd9krCECEuI42vq+Muvfzbo+S+/Hqb/2yp+/9uraQzVAXB8TR3N1x3cQRoFJB9az5Zjeje9lzwl3LaD6T0oREf+OKwNkXeIyFoR2SAiXx7g/Q+LyMrs40kROWEk9+QvDdIRP4qFOTSGkW9CYUKjRhGeNBFmT8+5mPDEiWy8WPjvyY9QO4KMN/0Zdfczh3zf0/yMtg+HxHkLeEf9wQtY60ODb6bWu4nbmQ9fOuBxowjkSetgegfTe8lT4m07mN4DQfP0OATZzd1/BpyDvyn7B0VkXr/TXgHeqKrHA98Brh35rY38X7Ewh8Yw8okIoZoooeYJxE48ii3vHJdbOaEwLefO5tozbshurFYcvM4urnvljIKV3+HGBzz+wM9/htt/A74hMuejy3nNg59g0aa38LpfXjKS6hnDIV9aB9P7MDC9B0SZt+1gei8UAojqiB+HYQGwQVU3qWoafyP28/qeoKpPqmpH9uXTwNSR3puXh0exMIfGMPKIhMNIQz3paRPYtSBKw8KBp/4PR2TKZBrP38nCumSea3hoNJOmbvE41mVihz85B97/yUsHPF4rUd7wjc8edHzW/Z8cUrlzPrKcrn9qZ/q3nxxR/Yyhky+tg+m9F9N76VLubTuY3gtKfv7ynygiz/V5XNTHwlHA1j6vt2WPDcYngfuGexsiclGv/bQm8NARP4qFlFMGA8MwDMMwDMMoFZqapuqpp31uxOU8/NBXlqnqqQO9JyL/BrxdVT+VfX0hsEBVPz/AuWcBPwcWqmpbrvUZHW7WU+ven+vl+3gk/qtB7yufWJYzwzAMwzAMw8iRIYSMjZRtwLQ+r6cCOw6qh8jxwK+Bc0bizACgFHVR/0gxh8YwDMMwDMMwcmEIi/rzwLPAHBGZBWwHPgB8qO8JIjIduAO4UFXX5cNoMRf1jxRzaAzDMAzDMAwjJ7Tg+9CoqiMinwPuB8LAdaq6WkQuzr7/S+C/gQnAz8XfK8kZSaiXQlHXwIwUc2gMwzAMwzAMI0eGso/MSFHVe4F7+x37ZZ//fwr4VD5tmkNjlA1vCy86vFrzMPLwgHfbQcnv3z7mE4ctWJMH564/4H0nc3jb7h8HTLz/jvGfOqx9L3HoTDSaOXxO/AecWw6yb7aLbxuqV+9Bf+7VqrkgbQepdahevdtvLRjbgVNGa02GTnH3kRkp5tAYhmEYhmEYRi4oSDE3XCkSFnJmGIZhGIZhGNVCJc7QCHhl5KmZQ2MYhmEYhmEYuVKB/gyU1wxNKOgKGIZhGIZhGIZh5IrN0BiGYRiGYRhGjhRhY82i46cEsJAzwzAMwzAMw6h8KtChgfIKOTOHxjAMwzAMwzBywU8HVpFYUgCjfAhwVMGLxQ9/kh7mxzSC+ns9scObd92C2Dfbxbc94mtHSJB6D/pzr1bNBfq5BzxiXK16t99aMLaDRNCKDTnzyshTM4cmIERkPnAt4AIbgE+oHviLEJGzgf8GwsBDqvq1olfUMAzDMAzDGJwKdGgAc2iMIbFWVc8AEJHrgVOBZ/ud87Cq/i17zsMi0qyqrUWup2EYhmEYhjEYFenQlFdSAEvbHBCqmunzMgVERORmABH5vYic2nuOiISBXcDe4tfUMAzDMAzDGJDeNTQjfZQYir+GZqSPYmEOTYCIyLki8iIwCXgOeEVEfgXsUNXnsudcBKwF2lQ1FVxtDcMwDMMwjP6I6ogfpYe/hmak/4qFOTQBoqpLVHU+sB14N/BL4JPA1X3OuRZ4LTBVRE4KpKKGYRiGYRiGUaKYQxMQIlLb5+VeIAH8APgC8O2+56iqC8Sy5xiGYRiGYRilgurIHyWI4o74USwsKUBwvENELsv+fz1QD2xW1Z+JyNUi8jbgaBH5AP739LCqvhxUZQ3DMAzDMIz+lK5DMhIsbbMxJFT1buDufofvyL73hezrB/DD0CoTr3ie+0Co45jtKrIdOAHqPejPvVo1F/TnHihVqvegv/NqvvfAUCrSoQFL22wYhmEYhmEY1UH5/N0/DLSoIWMjxRwawzAMwzAMw8iR0sxSNjL8bNTl46mZQ2MYhmEYhmEYuVKBDg1QVhtrmkNjGIZhGIZhGLmggFeJDo3iWciZYRiGYRiGYVQ6lZrlrLxmaGwfGsMwDMMwDMMwyhaboTEMwzAMwzCMXKnAGRpQPLWQM8MwDMMwDMOofCrSoSmvkDPRCv0SDMMwDMMwDKOQjKk9Qs846oIRl/PXV65cpqqn5qFKeSEabtCxo+aNuJw9seeKcl82Q2MYhmEYhmEYOaGg5TOTMVT85G3lc1/m0BiGYRiGYRhGrlRktJOWVciZOTSGYRiGYRiGkQuVug+NglpSAMMwDMMwDMOoAipwhsafn7EZGqNMeFt40eF/hXn4oT7g3Sb9j/110zwF6PTqaXcaiXu1vBSbQluqns1d42jfPpZQIkTj5hCN212iMY9R23uQeAqJJ9FYDHU9yGT8Z/VQr08sa7beA9kGSOycqQAZdXFRPFUyKGlVMgrdGiGjITq9UXS6DXR7dbySaqbHqWVjTzNb944hkaohuauByN4QNV1Cww4lkvQYtSdDtCMJwP3L/+cg+6u2TFWAbq+GvV4dca1le2YcXU49u9JNbOqZSCxTw/Y9Y8l01hKOhajfGSISU+o6lPqWNKG0R6QjjsSTkHHQeAJcF3Uc1HXBU/6Wusls96Fa9R6k1qF6NRek7SC1DtWr96DbuGrVe+BUoEMDoGW0hsY21jQCxSOEp74MXQRPBU9DqGbbK3+rWqRvW5HHhsPtV1bva++AYyFcxH/WEBkN4yGo+o/e+vkPHXZdvezP0NMQHv79O14I1wvtK59+dvxjhyh7iNPf1Wo7KILUeylo3bdXnZozvVef3oP+zk3vRjVhMzRGYGxKT8IlRIfTQEt6NN1OHes7m+lK1NHTUU9tS5hwQqhrV2o6HcJJF0mkkVQGTWdH7Vx34NG7IZBUB4CMemRUyQAxL0SGEN1eDW1uI0mNsiMzjpZ0E51OPev3NtOTrmFPx2jc9lpCSaGhJUR0r1LT7VHf6hBOuUQ6k4S6E4M2zludsQC0OKPZ7Yyhx61jY6yZ9lQ9e+INtLU34qXCRPdEaegQIgmob/GIJDxquhyiHQkk4yLdcTSdBsfxn1X9UaxDfA7VajtogtR7kFqH6tWc6b369B70d256DwKt0BkaRbE1NIZxWNYnJuMSYk+qkdZEIz2ZGna1jsHriRLtCFO/EyJxpb7VoaYtSSjtILEEmkpBOuOHIqgOGopwOFLZ85OqxDx/FKnNG0XSi9Lp1bMjM464W8vGeDM7E010JEexu3UMGo8QbQ8zercQSSr1LS41XQ7hhEOkPYZkHEgk0WRqUNsb05MA2J4ax5bEeHoytbzSMZ5YvBZ3bw11uyKEUjCqRRnV7hJOetTtSSKJDJJMIT1x1PXQVAp1HPC8IXf81Wo7aILUe5Bah+rVnOm9+vQe9Hdueg8ABbwSrdsIKaeQM3NojMDYmRzjdzTJBtpi9aQyEbxYlEh3mGiPEIkr0YQSTrqE0o4fT+s44Hqoqt/Zeeo3dDmQzHaMSRVSGiapEbq9OmJeLe1OIy3pJnrcWnYnR7Mn3kBPohbtiRCOh4h2C9GYEkkqkbhLOOEQTmSQdCZbTxfcwUc2WjJNAOxONbE7MZp4JkosVofbHSXcHSbSA5Ek1MT88iNJ12/00xl/BLP3c3Bdv9EfqOM32yVFkHoPUutQvZozvVef3oP+zk3vAVGxMzQl/rn3wRwaIzCWbprpxyrHI0T2hgmloWmPEO1Wano86nenCaVcIp1xpDvuTz8nkvsXB7ruwQ3dMBqVXW4tAJ1uPZ1ePXGvls2piXQ49bQkR/PK3vEk01E62xoJd0QIJ4Uxu4RIQqntchm1J0Mo7RHuShLat4Ax7tert3MehId3zQWgpauRVPsoJBWiriVEtAeiPUr9HodwSol2pYns9cuWWMIPxeg7DZ9xBm7wD/E5VKvtoAlS70FqHapXc6b36tN70N+56T0gSrluOeIvabKQM8M4LNJSiwCRnhA1eyGUhvpWj5pul0jMJbon7o/cxJNoIpvpJJ32R236d3Y5NCbdXh3gZ+FpdZrocevYkRpDW6qBlvhoP5Y6HSbSGqW2Q4jEoWGXSzTuEd3rEG2Pg+NmwySy8b6p1AHT5IPR0tWIqpDuqKOmNUw4KdTvVmr3KtGYS21rklDaRWJJ//6zZe+LKx9Bg1+ttoMmSL0HqXWoXs2Z3qtP70F/56b3INAKTVigFnJmGENh1C4/C0okBjU9Siij1HY4RGL+FH8onvQbuVTaHyFz3QPDEEbgzAC8mm4GYGdmLDtSY9mbqePVvePpStQR76mF1loiaaF2j1Db4YdH1Ha5hOMOkZ40kkj1qV/ab5T7T5MPQnpnAwB1HSFq2yCcUka1e0R7/PLDMf+eJZHyO9LeUavez2CgRmaIn0O12g6aIPUepNahejVneq8+vQf9nZveA0Apqz/8h4OFnBnGEJi4Mg1AJOkSSjiI6xHqTu6PVU5mO7x0Zl/+ee2NXVZvxA3dsp6ZuCpsjY1j594mkukoydZRRPaGqe3xR5bCKahrd6jpTBNKu4Q7/VFFUml/Yah6g9fvEIxb7actre3yqGvLEM54RDqTfpafdAZN9Ln3Qy2OzOEzqFbbQROk3oPUOlSv5kzv1af3oL9z03tAVOIMTZk5aubQ5BkRORL4MzAPaFRVR0S+BJwHbAY+pqqZoVyXPX7Ya0dEgA1HtDsDCqG0QyiRAdfzR8YyvfG0mWyD128RZp5+YHtSDXgqdCRHEYvX4qQi+xasRnugplsJp5VoT3bULuMiqTSkM2imb4Psd3j7G+PDN8o1PQoKNT0ukZjjZ/iJp5CkH95AOnPQZmIDTsXnQLXaBqpW70FqHapXc4HqPeA/CqtV70G3cVWr96ApRyfssFhSgGqnHXgLcCeAiDQDZ6nqQhG5HHgvcNvhrhvmtWVJpLUbVBHHhd5p50x29E51f9rO3nhqyOsIzrJXp/sjEJ011LSHGZWCuj3+gtVo3KN2T3bkrsffuRrH3R/r3XdhaA71a9zqT7eHYxlCPQn/M0gk/fvPjmAdMmXlCO6/Wm0HTZB6D1LrUL2aM71Xn96D/s5N70a1Yg5NnlHVJJAUkd5DC4BHsv9/EPiQiDwJXAe8E/gusFRV7+p33YDXUkEODe2dAH7sdDZGeV8s7WBT/Hls8MJb/YWjte3CqFb1433bHCI9GUIJh3BXzK9PMhvv6+n+RasjrF/N9g7/P+kMmkig2bL33X+27EJMw1er7cAJUO9Bah2qV3Om9+rTe9Dfuek9AFQrch8aBSzLmdGXscDe7P+7gHGqul1EbgeuBUap6leGem0B61l8Mv4o2L6GrnfR5UDTzwVo9Go6feexpsvfCTqcVn/BatzPiU/G8afJHefARaE5hNwcRNqPHOwdufLLHGDvhUJMw1er7aAJUO+Bah2qV3Om9+rTe9Dfuek9GCrBMTsIBQs5M/rQCRyV/X9T9jXA74ErgbfncG1F4KWyuy336UQGbPAK1FBMWON3uNEeh0hnCsm4hGIJf3Spd0+E3tAIN1u/PI0q6t7ufeWNNJzHbJcHQeo9SK1D9WrO9E7V6T3o79z0HgxagTM0gCUFMA7gWeAS4IfAW4Gns8e/BXwD+CrwnmFeWxn0nX7upYjxtLXtfhaecCxNaG/cH6VLJA9YuFioeF9Np7NFFH8avlptB06Aeg9S61C9mjO9V5/eg/7OTe9BoBV6b5YUoKoRkShwH3ACcD++w/KoiDwObAGuEpFTgSNV9XIRCYvIp4Hf9r1ORL6qqktF5IBri39HhWPQ6eciNQyRjjiAn4ElnvA7t0w6u7lXNj9+tn75bpR7RwX3lZ39f77KN9ulR5B6D1LrUL2aM71TdXoP+js3vQeAUplpmwELOatismmV39rv8FLgij6vnwMuzJ7/v32O978OVb2i37WVgxfwYrPWDoBsCtG039H1SSFayJGlg8IbitjYV6vtwAlS7wFqHapXc6b3gKjStj1o+0Hfe6CUUWjWsCij+zKHxqhesjG+6vTZqTg7ylLwvPhBpqqsVtvVTJBa9430+X8Vac70HgzV2rYHbT/oew8Ipc+MZEVhIWeGURZoIuE/BxHvG2RjX622q5hAtV6M8s220YeqbduDth/0vQeFFmFQKDDK575CQVfAMIJCHX8DNc042b0SXL9R0kpd4GdUK6Z1o5owvRuViIi8Q0TWisgGEfnyAO+LiPw0+/5KETk5iHoGhc3QGFXLgFPE1tkZFYhp3agmTO9GsSl0yJmIhIGfAW8DtgHPisgSVV3T57RzgDnZx+uBX2Sfc6eMfjfm0BjVS5XG+xpViGndqCZM70axKXzI2QJgg6puAhCRW4DzgL4OzXnADaqqwNMiMlZEpqjqztxMKkr5/H7MoTGqF+vojGrBtG5UE6Z3o4h003H/g3r7xDwUVSciz/V5fa2qXpv9/1HA1j7vbePg2ZeBzjkKGLJDIyIXARdlX64GJznUaw/BnjyUcVjMoTEMwzAMwzCMHFDVdxTBjAxkOodzDknWgbr2sCeWIJYUwDAMwzAMwzBKl23AtD6vpwI7cjinYjGHxjAMwzAMwzBKl2eBOSIyS0RqgA8AS/qdswT4SDbb2RuArtzXz5QfohZrahiGYRiGYRgli4i8E7gKCAPXqer3RORiAFX9pYgI8H/AO4A48HFVfW6w8ioNc2gMwzAMwzAMwyhbLOTMMAzDMAzDMIyyxRwawzAMwzAMwzDKFnNoDMMwDMMwDMMoW2wfmirnbeFFh19ElYd1Vg94tx2UH/2vm+apR4hOt55Ot55ur46Xe6bQlmpgS9dYOnaMIRQP0bg5xOjtLpG4x6jtPUgsiSRSaCyGuh5kMv6zeqin+3fszdZ7INsA3q45eVlA5qqHg0vcy7DLheWpafxh5wJefm4GE1YIz/7usoPs59t2Uh12ux7PJqf7tp+dyZFPuDx+x5fMdh+qVe9Bar0Q9stFc0HaDlLrUL16D7qNq1a9G4Y5NEZgbEpPwiVEh9NAS3o03U4d6zub6UrU0dNRT21LmHBCqGtXajodwkkXSaSRVAZNZzs51x24sysSrnqk1CGuGbY5ER6Lz+WWrafQ/vQRTF2aoX594TbI7W/7icRcbt5yGu1PH8G0p9LUr9lltkuIctd7kFofyH61aM70Xn16D/o7N70b5Yg5NEZgrE9MxiXEnlQjrYlGejI17Godg9cTJdoRpn4nROJKfatDTVuSUNpBYgk0lYJ0xh+5Ux105K6QuOrhoaQ0Q6fnsMlp5OHuedyy7hSiT41m6jNxajbsxNvbHZhtt6PTbJcQ5ar3ILU+HPuVpjnTe/XpPejv3PRulDNl7dCIyCpg0NZNVY8vYnWMYbIzOQYPoS3ZQFusnlQmgheLEukOE+0RInElmlDCSZdQ2oGMgzoOuB6q6nd2nvqdXRHpOx2+x3VZnZ7EPe0n8eCq1zHxiSgTl3cg23bj7u1BnYzZLnPb+aIc9R70516tmgv6c88HpvfysR20/aDv3agMytqhAd6dff5s9vnG7POH8TcVMkqYpZtmoipoPEJkb5hQGpr2CNFupabHo353mlDKJdIZR7rj4DhoIok6Duq6fjhC/zCEAo7e9Y4gZdSlRzNsdaI8nZjL7dtPZvuyI5n2lMvoVTvxWtvwEgm/jnmqj9kuvu18U056D/pzr1bNBf255xPTe+nbDtp+0PduVBZl7dCo6mYAETlTVc/s89aXReQJ4NvB1MwYCtJSiwCRnhA1eyGUhvpWj5pul0jMJbonjqQzSDyJJhJ+B5dO+yN3/Tu7IoQh9C4Obfc81mcm8Neu47h3/Tzqnm1kxnMJajbsxmtrx0tnwHPNdhnbLgTlovegP/dq1VzQn3u+Mb2Xtu2g7Qd970blUdYOTR8aRGShqj4OICJnAA0B18k4DKN2+VnDIzGo6VFCGaW2wyEScwgnMoTiSb9jS6X9cATXPTAMoUidXd+43m3OKJYlZ7Jk5wlsWDmV5mUwblUHsr0Ft6vbnw7P8+iV2S6e7UJS6noP+nOvVs0F/bkXCtN7adoO2n7Q925ULpXi0HwSuE5ExuCvqekCPhFslYzDMXFlGoBI0iWUcBDXI9SdRNIZv4NLZju8dMafavbUfwa/sytieFmrG2J1+ige6JjPwxvnUL+snpkvpKjb2IrX1pHX6XCzXXzbxaBU9R70516tmgv6cy80pvfSsh20/aDv3ah8KsKhUdVlwAki0gSIqnYFXaeyIcDGItqdAYVQ2iGUyIDrIYmUn93GcdB0BjxvXzz1/joXLnVn30Y3pQ7tnserzhieis3hz9vm076imcnPK01r2pGdLbg9MTTj5GU63GwXwbbpfR9BfudB268K2wH/IWh6Lw3bQdsP+t6N6qEiHBoRmQx8HzhSVc8RkXnA6ar6myLXYz5wLeACG4CLgEeB44ATVXXDEK/7BP53c9hry5lIazeoIo4LGccfrctkR+9U96ft7I2nhoKFIfRvdDs9j61uIysSM7i/dR6rX5rGhOVhZr4YJ7qlFa+jEzeZystIotkuvu0gKBW9B/25V6vmgv7ci43pPfjvvJrv3ag+KsKhAX4LXA98Lft6HXArUFSHBlirqmcAiMj1wInAe4ErhnndqcBzQ7y2fGnvBPBjp10PvOxGar1x1H3DD3rJc0cHDNroPtw2l+c3TqdpZS2zVqUYtakF3dOOm0jmJa73UA2+2S6M7UAJUO9Ba723DtWoOdN79ek96O/c9G5UI5Xi0ExU1T+KyFcAVNURkaLPV6pq3wTpKWCrqu4WkX0HReQo4DrgncB3gaWqetcA1ylwwLUVR8YB2DdKh+ft6+wOCjsoQEPn4JJRl7i6dHqwwxnNC8npPNo2hxdemUb9mjqmr3Fo2NAKre14PTE/20oeRpBSmjHbRbYdOAHqPUitQ/VqzvRefXoP+js3vRvVSqU4NDERmYCfEAAReQN+YoCiIyLn4oe/rQPa+r+vqttF5Hb8ELNRqvqVoVxXiXipVPY/+zu4g0IPoGAN3W43RacXYYcznhWJ6TzWNpvVG4+icW0NU9c6NGxsR1rb0e4eP51oHhcotrsp2r0wW8120WwHTZB6D1LrUL2aM71TdXoP+js3vRvVSqU4NJcBS4Cjs/vPNAP/GkRFVHUJsERErsHf+PPOAU77PXAl8PZhXldZZEMODtgJugiOTC8PxGbzcmIKS1tnsnVTM00vR5ixLkP95j3Q1ol29+AVqNF9Mnkkz8dn8HjL0WzeNMm3vdZsF9J24ASo9yC1DtWrOdN79ek96O/c9G5UKxXh0KjqchF5I/BaQPDXpGQOc1neEZFaVc0OS7EXSAxy6reAbwBfBd4zjOsqigFH66BoDd13n34X0Z01jNkAR29KUbN9D7R3orH4/t2qC1SXb61+N4kNYxi7Fo7emKJmm9kutO2gCVLvQWodqldzpneqTu9Bf+emd6NaqQiHJssCYCb+PZ0sIqjqDUWuwztE5LLs/9cDfxORPwILgTki8kNgO342tstFJCwinwZa+l8H0P9aVb27qHdTaAJOyzj7tx6Rzk5C7d1odzdeIumniyxCPG/TzaM56tUewi2daNdes10NMdQB6j1IrUP1as70HgzV2rYHbT/oezeqm4pwaETkRuBo4AX81Mfgr6cpqkOTdTj6Ox2LBjj1wuz5/9vn2EHOiqoOdK2RJ6IrNqHpDG6md+SoeI3u2MdexYvFcdPpojf41Wq7mglS61C9mjO9B0O1tu1B2w/63o3qpiIcGvw0x/OymcEMY0i4e3sCa3DdPW1+SEYA9qvVdjUTpNahejVneg+Gam3bg7Yf9L0b1U2lODQvAkcAO4OuiFFGBBgSoY5jto3iEXB4Z7VqzvQeEFXatgdtP+h7N6qbSnFoJgJrROQZ/H1cAFDVc4OrkmEETJB7GFWrbSM4qlVzpvfqI+jv3PRulCCV4tB8K+gKGMZBBNnwhsKEaqJm2ygOQf+RUa2aM70HQ7W27UHbD/rejZKmIhwaVf2HiEwGTsseekZVW4Ksk1HliCCRKBJA4yuRCDJqFKGJ4822UXgC1DpUr+ZM7wFRpW170PaDvnej9KkIh0ZEFgE/Ah7B34fmGhH5kqreHmjFjOokFCZUV0to3Fi8iWOKZ1cECYcJNTbAUUfQduI4s20UlqC0DtWrOdN7cFRj2x60/aDv3SgbKsKhAb4GnNY7KyMizcCDgDk0RnERIVQTJdQ8gdj8I2g9vkijeNlRw9CY0Xgzp7B7QRPdZxZpf9ZqtV3tBKX1rO2q1JzpPTiqsW0P2n7Q926UFZXi0IT6hZi1AaGgKmNULxIOIw31pKdNYNeCKE2nthbBaLbRHzsGZ86R7DyjAVnYwaePfs5sGwUjEK1D9WrO9B4oVde2B20/6Hs3yg6phK1bRORHwPHAH7KHzgdWqurlwdXKMAzDMAzDMIxCUxEODYCIvB84E38NzaOqemfAVTIMwzAMwzAMo8BUjENjGIZhGIZhGEb1UdZraETkcVVdKCLdQF/PTABV1aaAqmYYhmEYhmEYRhGwGRrDMAzDMAzDMMqWsp6h6UVEblTVCw93zDiYt4UXHd6jzYPT+4B320FbK/910zwF6PTqaXcaiXu1vBSbQluqns1d42jfPpZQIkTj5hCN212iMY9R23uQeAqJJ9FYDHU9yGT8Z/VQT0G9A+o9kG0Ab9ecvHnzrnp4KHFNs9v1eDY5nT/sXMDql6ex+aIvHWQ/n7b71uGbrSew7CPH4q18GRj43gtl+7t75vPUp05Bn11VkrahevUepNbzbb9vPUzvg9sOUutQvXoPUuuFtF/qejeMSkltfGzfFyISAU4JqC7GMPAI4akvQxfBU8HTEKrZ9kr9h/RtJktsVtFVDweXHi/FDkf3dXgvPzeDSU+Ei1aPFjfOHx46EzZsKZrNvrZv+Ps/I6s3VpXt4VLuei8VrYPp3fReeEpF70Fqvde+6d0odcp6hkZEvgJ8FRglInt7DwNp4NrAKmYMiU3pSbiE6HAaaEmPptupY31nM12JOno66qltCRNOCHXtSk2nQzjpIok0ksqg6eyonesOPHpXJFz1SKlDXDNscyI8Fp/LLVtPof3pI5i6NEP9+j1FqUdGXa5pO4PZf4zjxeNFsVnttodLueu9VLQO1as503v16T3o79z0bpQLZe3QqOr/A/6fiPw/Vf1K0PUxhsf6xGRcQuxJNdKaaKQnU8Ou1jF4PVGiHWHqd0IkrtS3OtS0JQmlHSSWQFMpSGf8UATVQUMRCklvGEJKM3R6DpucRh7unsct604h+tRopj4Tp2bDTry93QWvC8C6TJq7b1vItOeXUezxzWq1PVzKVe+lpnWoXs2Z3qk6vQf9nZvejXKhrB0aETlGVV8GbhORk/u/r6rLA6iWMUR2JsfgIbQlG2iL1ZPKRPBiUSLdYaI9QiSuRBNKOOkSSjuQcVDHAddDVf3OzlO/sysivWEISXXY47qsTk/invaTeHDV65j4RJSJyzuQbbtx9/agTqbg9enyElyw4uPMvGkrTipVcHtmOzfKUe+lpnWoXs2Z3gtPqek96O/c9G6UE2Xt0AD/AXwauHKA9xR4c3GrYwyHpZtmoipoPEJkb5hQGpr2CNFupabHo353mlDKJdIZR7rj4DhoIok6Duq6fjhC/zCEAo7e9Y7cZdSlRzNsdaI8nZjL7dtPZvuyI5n2lMvoVTvxWtvwEgm/jgUeTUxphu+3ns74qxtwtqwtqC2zPTLKSe+lqHWoXs2Z3rNUkd6D/s5N70a5UdYOjap+Ovt8VtB1MYaPtNQiQKQnRM1eCKWhvtWjptslEnOJ7okj6Yyf8SaR8Du4dNofuevf2RUhDMHBJe5laPc81mcm8Neu47h3/Tzqnm1kxnMJajbsxmtrx0tnwHMLWh/w44tv7Z7CQ9eczoTHllHMFOyHsy3Rmoq0PRLKRe+lqHUwvZveC0Mp6j1IrQ/FvundKEXK2qERkfcd6n1VvaNYdTGGz6hdfvabSAxqepRQRqntcIjEHMKJDKF40u/YUmk/HMF1DwxDKFJn1zeeepszimXJmSzZeQIbVk6leRmMW9WBbG/B7er2wxCK0Plk1OUv8TH8ePEijrp1BV4mfdA5odGjg7M9a1rF2R4ppa73UtU6mN5N7/mnVPUepNaHbN/0bpQgZe3QAO/JPk8CzgAeyr4+C3gEMIemhJm40m+sIkmXUMJBXI9QdxJJZ/wOLpnt8NIZf4rfU/8Z/M6uiOFlrW6I1emjeKBjPg9vnEP9snpmvpCibmMrXltHUcNuMuryp56JfG/xB5m2+EXcWOygcyQSoe398wOzvf1dkyvKdj4oVb2XstbB9G56zy+lrPcgtT4c+6Z3oxQpa4dGVT8OICJ/Buap6s7s6ynAz/JlR0SOBP4MzAMaVdURkS8B5wGbgY+pakZEPgx8FmgHPqSqewcoKwo8ChwHnKiqG7LHD7pWRN4MfA9IAheq6rZ83dM+Asz5H+3OgEIo7RBKZMD1kETKz27jOGg6A563L556f50Ll7qzb2eXUod2z+NVZwxPxebw523zaV/RzOTnlaY17cjOFtyeGJpxihZ20+MlubLtZJb87I1MvWnFgI0+QGjWdCZ+dHNgtme8d1Np2ja976PUtQ6m9xHZDng/F9P78AhS68O1X5J6N6qesnZo+jCz15nJshuYm8fy24G3AHcCiEgzcJaqLhSRy4H3ishdwMXAPwPvBz4D/GiAshzgvcAVvQeyTs5A134DOBvfkfoKvsNTMURau0EVcVzIOP5oXSY7eqe6P21nbzw1FCwMoX9n1+l5bHUbWZGYwf2t81j90jQmLA8z88U40S2teB2duMlUwWeK+tbvVSfOJ9deAFc10/z35XiDZH4JjR7Nxo9M5q5ZVwJXB2N7xpXANWVtO9+Uit5LXeu9dTS9m97zQanrPUit52zf9G6UIJXi0DwiIvcDf8DPbvYB4OF8Fa6qSSApIr2HFuCHtAE8CHwIWAOsys7ePAhcKyKNwD34oXEXAHWqehWwu09Z4Dtf/a+tBxKq2g0sFZEf5Ot+Sob2TgA/dtr1wMtupNYbR903/KCXPHd0wKCd3cNtc3l+43SaVtYya1WKUZta0D3tuIlk0eKpXfXY6yW5ufu1XL3k3cy+rgV3w3J0kFHD8ITxbPvYMXzn/JuYG60z26VEgHovB6331rMaNWd6z1JFeg/6Oze9G5VGRTg0qvq5bIKAf8oeulZV7yygybFAbzhZFzBuoGOq2iMi3wcWA+OBc4ZR3rg+xwDC+al6CZFxAPaN0uF5+zq7g8IOCtDBOLhk1CWuLp0e7HBG80JyOo+2zeGFV6ZRv6aO6WscGja0Qms7Xk/Mz3JThJG73gb/3vg0vvH0ecy8KcTRT6wcdCpeIhFk/lxeuqiRX529mLNGJQlLbpKpVtsFJ0C9l7LWoXo1Z3rPUkV6D/o7N70blUpFODSwL6NZsZIAdAJHZf/flH3dmf1/32Pgz+D8DPim6qDBwQNd29HnGEDhFo4ExL6p5T4d3EGhB1CwDma3m6LTi7DDGc+KxHQea5vN6o1H0bi2hqlrHRo2tiOt7Wh3j59OtMALQ131SKnDZsfhlq7TuOHJM5lxj3LMUxtwOzvxBrItQnhSM7vedzQnfPRFFh95H1PC9cNu9KvVdjEJUu+lpnWoXs2Z3qk6vQf9nZvejWqgIhya7OzMFfjZziT7UFVtOuSFufMscAnwQ+CtwNPAOmC+iIT7HAN/bcyNwKdF5A5VHShA9KBrVTUuIqOyYWvz8EPaKotsyMEBO0EXaZNMgAdis3k5MYWlrTPZuqmZppcjzFiXoX7zHmjrRLt78ArU2fVPGboh08Rfuk7izpdPYPQT9RzxeAfHbFiNF4/jDmJbojV4C+ax7hLhutN/wetrM9RKo9kuVQLUe5Bah+rVnOm9+vQe9HduejeqlYpwaPAdi/eo6kuFKDy7aP8+4ATgfuCrwKMi8jiwBbgqm+VsMfAY/uzKh0RkGnAu8C5gNfDfwNdE5I/AQmCOiPxQVe/uf23W9PeAB/CznH20EPcWJAOO1kHR4vW/+/S7iO6sYcwGOHpTiprte6C9E43F9+9WXaC6XPjqW1jb3kz79rE0boww/mWHhnXtzNmxES8WxztMZp1wUxMt5x/Lwouf5eZJ/2BiuAGIDsn2Rze/mZfaJlWd7aAJUu9Bah1M76b3vm9Utt6D1DqY3o3qpVIcmt2FcmYAVDWDP3PSl6X0yVSWPe9G/NmYXrrYv25mX0icqi4awEb/a1HVB/FD1iqTIqZ/HYjZv/WIdHYSau9Gu7vxEkk/TWcR4qi7Fo1icryVSYkt+3afHuqnEZlyBBs+N4srFt3IOfUd1ErDsGx3LGpgcqz6bAdOgHoPUutgeje9F5dqbdvB9G5UL5Xi0DwnIrcCdwH7Qrqy62oMY0CiKzah6QxupnfErnhpaZ3tO3K6LjJrBmu+PIk7z76K42qihGX4o1fOtu1VabuaCVLrYHoPwnY1U61tO5jejeqlUhyaJiCOv2dLL0rxkgQYZYi7t6fof9iNhMisGbz0zYncf9ZVzI0Wd/SqWm1XCuWmdahezZneR0656T3o79z0blQCFeHQqOrHg66DUYYEHPI2HCJTjmDN5ZO5/6yfFL/DqVLbFUUZaR2qV3Om9zxRRnoP+js3vRuVQijoCuQDEZkqIneKSIuI7BaRP4nI1KDrZRj5INzUxIbPzeLOt19T9Ea/Wm0bwVGtmjO9Vx9Bf+emd6OSqAiHBrgeWAIcib8/zD3ZY4YRHCL+YyRFRGtoOf9Yrlh0I8fVFDeuuFptGzmQB61D9WrO9F5mlHnbHrT9oO/dqEwqxaFpVtXrVdXJPn4LNAddKaOKEUEiUUL19SMqw1swjzM+8xzn1HcQliL+XKvVtjF88qH1bDlVqTnTe3lR7m170PaDvnejYqmINTTAHhG5APhD9vUHgbYA62NUM6EwobpaQuPG4k0ck3Mx4YkTWXuxcPPkR4qewrJabRvDJE9ah+rVnOm9jKiAtj1o+0Hfu1G5VIpD8wng/4Cf4Gc3ezJ7zDCKiwihmiih5gnE5h9B6/E5TqeHwrScO5trz7g2u7lYEalW28bwyJfWoXo1Z3ovHyqhbQ/aftD3blQ0FeHQqOoW4Nyg62EYEg4jDfWkp01g14IoTae25lROZMpkGs/fycK6JMXeKTkyYyoTPrS16mwbwyNfWgfTu+m99KmEth1M70blIlomedoPhYj8DviCqnZmX48DrlRVm6UxDMMwDMMwjAqmUlZjHd/rzACoagdwUnDVMQzDMAzDMAyjGFSKQxPKzsoAICLjqZBwOsMwDMMwDMMwBqdS/ui/EnhSRG7HTwqwCPhesFUyDMMwDMMwDKPQVMQaGgARmQe8GRDg76q6JuAqGYZhGIZhGIZRYCplhgZgPBBT1etFpFlEZqnqK0FXqtR5W3jR4T3aPDi9D3i3HbSt8l83zVOPEJ1uPZ1uPd1eHS/3TKEt1cCWrrF07BhDKB6icXOI0dtdInGPUdt7kFgSSaTQWAx1Pchk/Gf1UE9BvQPqPZBtAG/XnLx48656OLjEvQy7XFiemsYfdi7g5edmMGGF8OzvLjvIfr5s92Wn08PC2/+TuV9fiRePAwPf+0htz7rrIuZe8gwA4Xlz2XLuRGKvTUEmxNgVUY5csgVn67aSsw3Vq/cgtZ5P+30xvR/adpBah+rVe5Baz4f9ctW7YVSEQyMi3wROBV4LXI+fD/D3wJlB1ss4NJvSk3AJ0eE00JIeTbdTx/rOZroSdfR01FPbEiacEOralZpOh3DSRRJpJJVB09lOznUH7uyKhKseKXWIa4ZtToTH4nO5ZesptD99BFOXZqhfv6co9cioyzVtZzD7j/F9HV6hOOe0lbzS0IAXi+GuWcdRa9Yd8L5TobZHSrnrvVS0Dqb3YtgeKab3/FBMrYPp3ShfKsKhAf4FP6vZcgBV3SEio4OtknE41icm4xJiT6qR1kQjPZkadrWOweuJEu0IU78TInGlvtWhpi1JKO0gsQSaSkE644/cqQ46cldIXPXwUFKaodNz2OQ08nD3PG5ZdwrRp0Yz9Zk4NRt24u3tLnhdANZl0tx920KmPb+MQt/92WNfZPH4N+HFYgW2VFq2R0q56r3UtA6m93LA9J4fiql1ML0b5UulODRpVVURUQARsS1oy4CdyTF4CG3JBtpi9aQyEbxYlEh3mGiPEIkr0YQSTrqE0g5kHNRxwPVQVb+z89Tv7IpIbxhCUh32uC6r05O4p/0kHlz1OiY+EWXi8g5k227cvT2okyl4fbq8BBes+Dgzb9qKk0oV3N6RkQ60vm7Q90P19YTGNFWc7ZFSjnovNa2D6b1YtkeK6X3kFFvrYHo3ypdKcWj+KCK/AsaKyKeBTwCLA66TcRiWbpqJqqDxCJG9YUJpaNojRLuVmh6P+t1pQimXSGcc6Y6D46CJJOo4qOv64Qj9wxAKOHrXO3KXUZcezbDVifJ0Yi63bz+Z7cuOZNpTLqNX7cRrbcNLJPw6Fng0MaUZvt96OuOvbsDZsragtnpJahS8A0M/wk1NdL/1dWw7x+Otx6/hLWOXVpztkVJOei9FrYPpvZi2R4rpfWQEoXUwvRvlS9k7NCIiwK3AMcBe/HU0/62qDwRaMeOwSEstAkR6QtTshVAa6ls9arpdIjGX6J44ks4g8SSaSPgdXDrtj9z17+yKEIbQuzi03fNYn5nAX7uO497186h7tpEZzyWo2bAbr60dL50Bzy1ofcCPrb61ewoPXXM6Ex5bRrEyFq5KToPObLhFKEzqHSfTdPlW/vSa/2VSuLCTo0HaHinlovdS1DqY3k3vhaEU9R6U1sH0bpQvZe/QZEPN7lLVUwBzYsqIUbv8fV0jMajpUUIZpbbDIRJzCCcyhOJJv2NLpf1wBNc9MAyhSJ1d33jqbc4oliVnsmTnCWxYOZXmZTBuVQeyvQW3q9sPQyhC55NRl7/Ex/DjxYs46tYVeJn0QeeERhdmGdnNW05jdMcWJBJhx6UL+PXnr2ZBbRQofIcTpO2RUup6L1Wtg+nd9J5/SlXvQWodTO9G+VL2Dk2Wp0XkNFV9NuiKGENn4kq/oY4kXUIJB3E9Qt1JJJ3xO7hktsNLZ/wpfk/9Z/A7uyKGl7W6IVanj+KBjvk8vHEO9cvqmflCirqNrXhtHUUNu8moy596JvK9xR9k2uIXcQdYQCmRCG3vn5932ynN0P23I2h0NrHnotO5/Qs/Ym60OJ1NkLbzQanqvZS1DqZ303t+KWW9B6l1ML0b5U2lODRnAReLyKtADH9zTVXV4wOtVTkQ4Maq0e4MKITSDqFEBlwPSaT87DaOg6Yz4Hn74qn317lwqTv7dnYpdWj3PF51xvBUbA5/3jaf9hXNTH5eaVrTjuxswe2JoRmnaGE3PV6SK9tOZsnP3sjUm1YM2OEBhGZNZ+JHN+fd/k87jmHan7bizT+Gy/7jj0XtcPJi2/S+j1LXOpjeR2Q74E2zTe/DI2itQ5nr3ah6KsWhOaeQhYvIfOBawAU2ABcBjwLHASeq6obseScBP8T/XH+sqn8ZoKyJwBIgA3QB56tqQkTuBt4I/KuqPpg9dwbwM/z51t+r6m8KeZ/FJtLaDaqI40LG8UfrMtnRO9X9aTt746mhYGEI/Tu7Ts9jq9vIisQM7m+dx+qXpjFheZiZL8aJbmnF6+jETaYKPlPUt36vOnE+ufYCuKqZ5r8vxxsk601o9Gg2fmQyd826Erg6b3V4JdPDrVedzYStz7Du/07hA42tQChv5Zeq7XxRKnovda331tH0bnrPB6Wu91LQOpjejfKnIhwaVd0sIicDCwEFnlDV5Xk0sVZVzwAQkeuBE4H3Alf0O+/rwHmqeqjdrzqAharqZTcEfTdwG3Ax8Jl+534P+Liqto74DkqR9k4AP3ba9fzsJn3jqPuGH/SS544OGLSze7htLs9vnE7TylpmrUoxalMLuqcdN5EsWjy1qx57vSQ3d7+Wq5e8m9nXteBuWI4OMmoYnjCebR87hu+cfxNzo4OnvxwuGzM9vPu6/2LG754jNHsmV7z1VsJSnA4nSNt5JUC9l4PWe+tpeje9j5Ry0HupaB1M70ZlUBEOjYj8N/BvwB3ZQ9eLyG2q+t18lK+qfRPOp4CtqrrbT7C2rw6vAeqA20Ukje+cxIB7gPcAFwB1qnpVn7LCwPqsjZ39yosCM4BfZffV+byqHrhtbrmT8ff97R2lw/P2dXYHhR0UoINxcMmoS1xdOj3Y4YzmheR0Hm2bwwuvTKN+TR3T1zg0bGiF1na8npif5aYII3e9nd298Wl84+nzmHlTiKOfWDloGIJEIsj8ubx0USO/OnsxZ41KEpbwiOvR4yX5wZ7T+NtPFjLj5ucIT25m7bdG8y8N7fjyLRxB2i4IAeq9lLUOpvegbRcE0/uAlIrWwfRuVBYV4dAAHwROUtUkgIj8AFgO5MWhyZZ5LvB9YB3QNsApk/FTRh+PHzr2NVW9VES+j78nzniyoXEisgD4OZAErhzE5MRsWbOBSfihbO/N0+2UBPum1ft0cAeFHkDBOpjdbopOL8IOZzwrEtN5rG02qzceRePaoa2hNAAAGzJJREFUGqaudWjY2I60tqPdPX460QIvDHXVI6UOmx2HW7pO44Ynz2TGPcoxT23A7ezEG8i2COFJzex639Gc8NEXWXzkfUwJ1+fc4fV4SR5MTOSxvXO5Z/18mh5sYPKfNzGu5Rli7z2VU762jLuOWEI0Tx1qqdguBkHqvdS0DqZ303uWKtB7KWgdTO9GZVMpDs2r+LMjyezrWmBjPg2o6hJgiYhcgx8mdme/U7qAZ1U1LiIPAZdljz+Ivw7mm6p+K66qzwCnish/4G8C+pMBTHYCa7LhZq0iMiGf91MSZEMODtgJukibZAI8EJvNy4kpLG2dydZNzTS9HGHGugz1m/dAWyfa3YNXoM6uf8rQDZkm/tJ1Ene+fAKjn6jniMc7OGbDarx4HHcQ2xKtwVswj3WXCNed/gteX5uhVhpzrlOXl+DUmy5j7s+34e1pZ1Z8FajihMLsuvT1XPeFqziltoZCjJ4FabtoBKj3ILUOpvdSsl00qlTvpah1ML0blU+lODQpYLWIPIC/huZtwOMi8lMAVb10JIWLSK2q9q7S2wskBjhtPTBJRML4a2xeyR6/GLgR+LSI3OFXR3sTy+9lkF9wNlFAj4jUA+Oy51YUA47WQdHi9b/79LuI7qxhzAY4elOKmu17oL0TjcX371ZdoLpc+OpbWNveTPv2sTRujDD+ZYeGde3M2bERLxbHO0xmnXBTEy3nH8vCi5/l5kn/YGK4AYjmXJ8ON87J91/KMd99Eae7+4D3Oi9YwM1fvJJja0blXH6p2i4mQeo9SK2D6b1UbBeTatV7qWkdTO9GdVApDs2dHDhj8kiey3+HiPTOuKwH/iYif8RPQjBHRH6oqneLyOKsbQ/4mIhMA84F3gWsBv4buFtEfpQ9px24ECDrfL0bOFdEfqmq1+KHzN2P/z19Ps/3FDxFTP86ELN/6xHp7CTU3o12d+Mlkn6aziLEUXctGsXkeCuTElv27T491E8jMuUINnxuFlcsupFz6juoldzSW76S6WFNZiK/2fFPvPqH2Rxzw0q8fnHc4Tmv4YOX35f3DidI24ERoN6D1DqY3k3vxaXa23YwvRvVR0U4NKr6uwKXfzdwd7/DiwY47xbgln6He1NK38H+pAVvHODaS4FL+x37B/BPOVTZGALRFZvQdAY30ztiV7y0tM72HTldF5k1gzVfnsSdZ1/FcTVRwpLbyN1dsUau/tynqF/bgrerhebkUxy0+4MI6y6azD1jN5HPFJpB2q5WgtQ6mN5N78Wlmtt2ML0b1UlFODQicibwLfysYBH2b6z5miDrZZQ27t6eov9hNxIis2bw0jcncv9ZV41407Hf73oDtY+swhlkvwMAPf14rjjvpryn0AzSdrVSbloH07uRO+Wm93xqHUzvRnVSKWr6DfC/+CFgpwGnZp8NY3C8wmdyyheRKUew5vLJ/PWsn+alw1u2diY6WIcTCtPxsdP51988wPsb8790K0jbVUsZaR1M78YIKSO951vrYHo3qpOKmKEBulT1vqArYRiFINzUxIbPzeLOt+dn9K7LSzD5kcF/+vH3nsq137yKE2trR2yrlGwb5YHp3agW8q11ML0b1UulODQPZxfa34Gf8QwAVV0eXJWMqqfPRqk5FxGtoeX8Y7li0Y0cVzOyTDe9fG3nmxh//8YBF6pKtAbvotaCdThB2jYKSB60DqZ3o0wo0bYdTO9G9VIpDs3rs8+nZJ8FP33zm4OpjlH1iCCRKDKSjkoEb8E8zvjMc5xT3zGiRaJ9WfndExjV+syA74XGjuGjM57Oi52BWPH9E6lvXRqIbaNA5EPr2XJM70bJU8JtO5jejeqlUhyaRwY4Vh4BtEblEQoTqqslNG4s3sQxORcTnjiRtRcLN09+ZETpO/sz6u6BO7tePM3PaPtA1N85cGdXDNtGAciT1sH0bpQBJd62g+ndqF4qJSlAT5+HA7wDmBlkhYwqRYRQTZRQ8wRiJx7FlneOy62cUJiWc2dz7Rk3ZDdWKw5eZxfXvXJG0eyVim0jB/KldTC9G6VPmbftYHo3KpuKcGhU9co+j+8BbwKOCrhaRhUi4TDSUE962gR2LYjSsLA1p3IiUybTeP5OFtYl81zDQ6OZNHWLx7EuEzv8yYWwfe04VqcTRbdtDJ98aR1M70bpU+5tO5jejcpGtExSGw4HERkHPKOqc4Kui2EYhmEYhmEYhaMi1tCIyCr2r5kJA83At4OrkWEYhmEYhmEYxaAiZmhEZEaflw6wW1WdoOpjGIZhGIZhGEZxqAiHxjAMwzAMwzCM6qQikgIYhmEYhmEYhlGdVMQaGiN33hZedPgpujzM4j3g3XZQAvq/bpqnAJ1ePe1OI3GvlpdiU2hL1bO5axzt28cSSoRo3ByicbtLNOYxansPEk8h8SQai6GuB5mM/6we6imod0C9B7L9/7d35tFVVfcC/vYdMtwMQEiYIaAQEBBQBEXpU3GgaJ/a2mKd29qioqLPLmpba+1qtS22tqBVfGKpD0XR1gGciiJaJ0AGIQxCSIJMBjOHJHc85+z3x703ZBRC7kh+31qs3HuGvfchH2fz2+d39gawDo2I2ONJU1tYaNzaz1emxXrvEJ4vm8z2nYPZO2tum/ojWXfzNtxfMZ6NN4zBKtwJtH/tXal7T6CBm35yF863N3D4mrO4/f5/MjOzHKeyA+DTAX5dPonPbhvPqo9+1abui2zfa6o744M8Xh7+zvE2pV2mD5gAdPw7766+x9P1SNffvB3i+wSg/euOp+vQfX2Pp+tdrT+ZfRcECWiEuGJhw9LBB4UmCksrLG1Dhxfg0sE/qvktOsHSJE1tYWDitgIcMmGTL9jh7dyQT58tCmbFph3lppvnV59DQXFh1OoY5sxkzxU2Ct6G7OfWsnTzBfzhslwaR/ogYKPnFicDVuxD7d9y1LKKl4+An0a2w0t0kt33RHEdxPdkQHyPDLFwHcR3IbmRgEaIG6X+PpjYqDEyKPdnUW+ksbs2jzpPGg01LlLL7dg9irRqTUqtgd1rojx+lC+A9odG7Uyz/dG7GGFqC582cOsABwwHH7oLWLZ/ItVr+zFoXQDX7sqYtCOgTR6tOpvhL7qx3O6o1jVjUiF7MjKwGhsxdxQxcEdRi/1fNxtH0ROTGfqKRdp/tjHo6Z1U3tUY0cXljGkTcazeGLHyIkmy+54oroP43lS3+B41EsX3WLoO4ruQvEhAI8SN3Z6+mNio9GVS4cmkIZDCoYoeWA1OnDV2XGXgcGtcFQYpVV5sfgPV6EH7fOAPBFMRtO4wFSGahNMQfDpArWVQamTyXv1olhVNxLkmi0GfukkpLsM6XB/1tgAUBfws/+dUBn+2kWhf/cU9t7Eo5zysxs4vzrbnsifx/XeAR2pGMTK1jNWeAczMrANg2IpZ7LnsyRbHB7TZlO5wLLy2ZCHfm/KdTrcrFiSr74nmOojvYcT3yJNovsfSdRDfheRFAhohbpR5e2ChqPJmUNXowhdwYDU6cdTbcTYoHG6N06Oxe01sfgMCBtowwLTQWgc7O0sHO7sYEk5D8GqDStNku78Pr1Wfxqqtp5D7sZPcTTWoA19hHm5AG4Got6fO8nDdlh8ydOl+DJ8v6vUNcNSgXWkd7re5XNh6ZHe4P1U5mZtT0mLb5F/eSsHTaxidex3/PGMROTaT1Z58Hv/Vd1k9/2+kKmeL4yvNRuosTa7dTg9betN2ly2F61d9fJxXFl2S0fdEcx3Ed/E9eiSa77F2HcR3IXmRgEaIG+tKh6K1QrsdOA7bsfkhu1LhrNekNFi4vvJj85k4at2oejcYBtrjRRsG2jSD6Qit0xCiOHoXHrkLaJMGHWC/4WStp4B/HTydgxsHMHiNSdbWMqyKKiyPJ9jGKI8m+nSA31dMIWdBBsa+XVGtK4xXO8Fqmfphz86m/sJTODDD4sJxO7ig57pOlVk7CiofO5ORP9zBz3pfhZXtgj0Hyaxfx0X+23j5b39tSl04YDTwo6tuw1FxGDM3i5UvL2lR1geHR3JN1y4xKiST74noOojv4nv38T0eroP4LiQvEtAIcUOVp6IAR4ONlMNg84OrwiKl3sTRaOKsdKP8geCMNx5PsIPz+4Mjd607uxikIYRfDq22LHYHevPvulN5c/do0tZnkr/BQ0rxV1hV1Vj+AFhmVNsDwcf1L9T3Z/WjU+j94UZitabUVu9gqA2lW9js+L55Otn37Oelk/5Cn+PMly66YSEAj56Xz+tjWqZypC//lGvLbuGmZ1fwcsVE6m7ug9q2BROgGC7ZdQnLC17Dqew0WF6+uCgVqrtwgVEiWXxPRNdBfBffo0Mi+h4v10F8F5IXCWiEuJF+KDj7jaMRUho0toAmtcbA0Whg9wSwub3Bjs3nD6YjmGbLNIQYdXbN86kPGOls9A5lRdl4igsHkbcRem2tQR0sx6yrD6YhxKDzCWiTN9w9+POimQx8YQtWwN/mGFtWVlTqfm7fJLJq9qEcDr6cM5mn7ljA5FQn0PWXP2f1LOZN17mUXz+exoGQW2iR8a91NPy2kZmZdczMXM30bRNanGNOK2Pat2fj6W2j524f9tpNXW5HNEh03xPVdRDfmyO+R4ZE9T2eroP4LiQvEtAIcSO3MHijdnhNbB4DZVrY6r0ofyDYwXlDHZ4/EHzEb+ngTwh2djFML6swbWz3D+SdmrG8VzIC10YXQzf7SCupwKqqiWnaTUCbvNSQy4OLrmbwom2Y7by8qRwOqq4cG/G6fTpA/dv9yDRKqZw1hX/d+ScKnJGbxcarDS769BB353wCBH8P46+5HqfPbPreBq1xvbyOzHGjqC/oQaYzJWLtiSSJ6nsiuw7iexvE9y6RyL7H03UQ34XkplsHNEqpAcDrwGggU2ttKKXmApcDe4EfaK0DSqlrgdsIPui8Rmt9WCk1DXgQ8ALXa60PdFDHcuBc4Lta61WhbW3OVUqNBZ4AFHCr1row1L5ngTTg1+HzI0oc5/x31gdAg81vYPMEwLRQHl9wdhvDQPsDYFlN+dRH2hy9qTubd3Y+bVBtWXxh9GBN4whePzCW6i159P1Mk72jGlVWjtnQiA4YMUu7abC8PFx1OiseO5dBS7e02+EB2IYNIffGvRGv/5GaUQx+aT/W2FHc/dMXI9rZAfSwpXN3TmnTd7uyse2spUwfeBpjfjGbzP2anqxp99zFrz9FH7uLX957escViO9NJLrrIL53yfc4r+civneOeLsOSe670O3p1gENwQDlAuAVAKVUHnC+1nqqUuoe4Aql1KvALcB/AVcCNwN/Au4DLiYYDP2CYMDTHreEzmlOe+f+DrgasIDHCQZVPwd+BRQSDLwiH9DEEUdFPWiNMkwIGMHRukBo9E7rI9N2hvOpIWppCK07u1rLYr+ZyRZPPisrRrP988H03mRn6DY3zn0VWDW1mF5f1J8UNW/fF4abm3ZdB/PzyHt3E1YHs97YsrIouaEvrw57GFgQsTbsCTTwwvyL6b3/U4r+NpHvZ1YAtoiV/7VozdB/lLL/6pOonjeFnjuh97Mb0c3SMfo7MgGY13dzbNrUSRLF90R3PdxG8V18jwSJ7nsiuA7iu5D8dOuARmvtBbxKqfCmycD7oc+rgGuAHcDW0NObVcCTSikX4NFa1wPrlFJ/VErZgTeBHwFjgRla67u01mXNyqe9c0O7crTW+0PH9AhtGwfcqbXWSql6pVRW6LwTg+pagGDutGkFZ1ZpnkfdPP0gTIQ7OqDDzu69qgI+KxlCdmEqw7b6SC8tR1dWY3q8McunNrXFYcvLc/UjWbDiWwxfXI5ZvAndwaihvXcOB34wit9dtZQCZ8dTb3aWkkAD31r8M/L/bwO24UOZd+EL2FWMOjuC13Xfx29wVtqRNQvumTOBzacdOeZP1SczN6eER2vyubNfzJp27MTR92RwPdxO8V187yrJ4HuiuA7iu3Bi0K0DmnboCRwOfa4DenWwrVezbQB2rbWplLobWAhkA5d2UEebc0M/m989wp/t+sj0JuG6T5yAJhBcczg8SodlNXV2bdIOotDBGJgEtIlbm9Ra8KWRxWbvED6oGsHmPYNx7UhjyA6DjOIKqKjGamgMznITg5G7cGf3pnsw9629nKFLbZz8cWGHaQjK4UCNLeDzWZn878WLOD/di70TC5Z1RIPl5Y+Vk3j7r1PJf24D9r557PpNFt/OqOaIusfO3EOnsdedQ/GzBSz7xZ+PmtJQZ3mYsOJOHvjkpRadHQRH6s68/lZ6PhNMUVi44TzmXlzC7J57Ot2umBBH3xPZdRDfw4jvkSGRfU8U10F8F04sJKBpSS0wMPQ5O/S9NvS5+baaZtsgmCaG1nq7UiodWKm17miZ3XbPbfaz+efmQzXhuk8Ymh6rN+vg2qQeQNQ6mK9MH7WWgy+NHLZ4hvBh1XC2lwwkc1cKg3YZZJRUoyqq0fUNwelEo/xiqKktfNpgr2GwrG4SSz45h/zXNKPWFGPW1mK1V7dS2Pvkceg7JzP+xm0sGvAW/e2u4+7wGiwvqzy5fHi4gNd2jyV7VQZ9Xy+lV/mnNF5xBhPv3cir/VZ0anXn5mydbEeb1eTpNdz17vU88e4ShoRSCVq3Y+q8u+mzyc2YB/dzbVZVu+W98fs/c+0z52AbN4rSi/8OENORxc4QT98TzXUQ31u3Q3yPHInmeyK4DuK7cGIjAU1L1gOzgYeAC4G1QBEwNpRSdiGwVmvtVkqlK6UyCb4HswNAKTUD+By4UCm1SGtd2bqCjs4FqpVSgwgGM3WhbYVKqSkE36HJ1lofbl1eUhNKOWixEnSMFskEeKdxODs9/VlXMZT9pXlk73SQXxTAtbcSqmrR9Q1YUersWk8ZWhzI5o2603hl53iyPnbR76MaRhVvx3K7MTuoWzlTsCaPpmi2YvGUhZyZGiBVte08jpU6y8MZS++m4PEDWJXVDHNvBa0xbHYOzTmTxXfOZ2JqCsczchdGG0bTZ3N3KYF2Lm3Ymz9m+NMGfT/6hD1/mEJRwVsdlvdmYz4ADyxfAiT47Ddx9D2eroP4DuJ76Euzzyem74noOojvwolPtw5olFJO4C1gPLAS+CXwgVLqI2AfMD80y9ki4EOCT1fCi9Q+CLxDcKayG5VSWcDPCKaajQEeDm1/BPgWcJlS6gmt9ZOtzw2Vdz+wjOAsZ+EJBh4ClgDpof0nFO2O1kHM8vUfWHspzrIUehTDyaU+Ug5WQnUtutF9ZLXqKLXl+i8uYFd1HtUHe5JZ4iBnp0FGUTUjvizBanRjHWVmHXt2NuVXjWHqLet5rs9/QqssO4+7PTWmm9NXzmHUA9sw6ltmNdZeN5nn7nqYMSnpx11+GMewfOpO74frSy9qzRauuW8u6/64sMUxI2/ZjDYMfDMmUXTjwg5KCjIu9SDLRp7HxNTNXW5btImn7/F0HcR38b35jhPb90RzHcR3oXvQrQMarXWA4FOX5qwD5rU67hngmVbbVtF21rHzQz/XEwpUtNZzgDlHO1drXQhMbbXtADDt2K4mCYnh9K/tMfxpC0dtLbbqenR9PZbHG5ymMwZ51HUz0+nrrqCPZ1/T6tPH+rfh6N+P4tuHMW/mM8xw1ZCqjm9qzT2BBnYEcvn7l9/gi+eHM2pJIVarPG77iJO4+p63ItLZATz03jJGOVNp0D5Oe/c27E4PEFz/YJUnizve+AEjjLUA7L1cfV1RAExITeXet15kaX1eh2kLCUMcfY+n6yC+i++xpbvf20F8F7of3TqgEbo3zi2laH8AMxAesYvdtLTGwS+P6zzHsHx2/LwPr1w8n1NTnNjV8Y3cvdqYyYLbf4xrVznWoXLyvGuwWh+kFEWz+vJaz1IiNX1nuOPsodIpvWgxlWYjJQHNVb+bS59XdjGiai3VrxeQ6jAomLGe7586jWXDVrcpx9QWDdqHEzuzH7mLQctKuHbTyoi08UQknq6D+C6+x5bufG8H8V3onkhAI3RbzMMNMf+PXVdwDMvn8/tzWXn+/C4vePbsobNIfX8rRgfrHQDoKeOYd/nSqL6EmWvPYNK/f0LBU2uaRjHXn/4iANP1BGrPPcz7u2ycl36kO3Zbfv7r/jvpvb0Rw+Wk3+pPMIBJ997KzJ++zd29dsdq9YSkIdlcB/E9jPjeeZLN90i6DuK70D2RgEbovsQ55a0zOPr3Y8c9fVl5/l8j0uFt3DWUAt+G9nfa7NTcMJkf37OcKzOjPw/FnksXMZ0JTd9vPjCFTLsPsNCGwUNnX8jNt5+MbVQD3qp0TnrRpPfqNRQ9dQZZO1LoHxrgy/nHGlY/nwcb4J7+UW92cpFEroP4Lr53kSTyPdKug/gudE8koBGEBMeenU3x7cN4ZXpkRu/qLA993+/4n777ijN48v75TEhN7XJdncXeO4ctCwqwHIq8/AMYe/djflXO0PvKWxxnS0tjzyVPwSUw/S8TsKZOoLYgnT6rDzI3Z23M2y1EDvFdfO8uRNp1EN+F7osENIIQLdTRX3o8ahHOFMqvGsO8mc9wakrXZroJc2/ZeeSsLGn3RVXlTMGaVRGXzs7Rry+zP/oP30wPzpexPeDnzlvuIOXf69sca3m93FV2BitLT2HAtBSWL3mMTFsahX4vE3/zP3z2RKxb382JgOsgvovvSUKC3ttBfBe6L5KKKAjRQCmUw4nN5epSGdbk0Zx98wZmuGoilutc+MB4zIqKdvfZevbgxvz4jIDd8dH7XOryYlc27MrGuJQ03njqsQ6P33kmDPneVp59egGZtjQAxqWkkbe4bQcpRJFIuB4qR3wX3xOeBL63g/gudF8koBGESGOzY0tPx94nF4YPOe5i7Lm5lNyi+HXf90ntwow3rUlf/unX7rd0ZEbbO4Pn8sl809X2BVaXrePF1MKLuJ3z3px2twsxIEKug/gO4nvCk+D3dhDfhe6LBDSCEEmUwpbixJbXm8YJA9l3Sa/jK8dmp/yy4Tx59pLQwmqxwaqtY/Ges6NWfo3pbnf7O48/htl6Ab5jZMSNmzhp1Y+YWXoBpzwxuyvNEzpDpFwH8b0TiO9xIsnv7SC+Cyc2EtAIQgRRdjsqw4V/cG8OTXaSMbX9R/9Hw9G/L5lXlTE1zRvhFn49OuAnbVEvigKNRz/4OLjypjntbk9VTs6677Y224etvOmYyh1xwybqvlHNkN9+0qX2CcdOpFwH8T2M+J64JPu9HcR34cRG6SSZp10QBEEQBEEQBKE18oRGEARBEARBEISkRQIaQRAEQRAEQRCSFgloBEEQBEEQBEFIWiSgEQRBEARBEAQhaZGARhAEQRAEQRCEpEUCGkEQBEEQBEEQkpb/By2dC3w6jn1sAAAAAElFTkSuQmCC\n", "text/plain": [ - "
" + "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -2161,23 +4330,25 @@ " & (nucleation_total[\"solver_class\"] == \"LinearPCGSolver\")],\n", " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", " fname=\"t=301.0.npz\", key=\"phi\",\n", - " diff_fn=value1, logscale=False)" + " diff_fn=value1, logscale=False, vmin=0)" ] }, { "cell_type": "code", - "execution_count": 814, + "execution_count": 978, "id": "d65c3eed-e378-4fae-91e4-5108eb836d16", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -2188,31 +4359,25 @@ " & (nucleation_total[\"solver_class\"] == \"LinearPCGSolver\")],\n", " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", " fname=\"t=301.0.npz\", key=\"phi\",\n", - " diff_fn=value2, logscale=False)" + " diff_fn=value2, logscale=False, vmin=0)" ] }, { "cell_type": "code", - "execution_count": 752, + "execution_count": 984, "id": "ec99f16c-7e03-4b3a-afe7-91941adb60a6", "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/1420086669.py:64: RuntimeWarning: divide by zero encountered in log10\n", - " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" - ] - }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAroAAAKtCAYAAADILs06AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOydefx913T3P59fgpgiZkqJmJ+WxJCigl8mU1FteWilpGb1aLWlqpSYqh6tUkNLlWjRx9waQmT6IYghEYl5TAylQSuGBpGs5497jhw7e++z533u+a336/V9fe8995y91zp777XXXnudeykiUBRFURRFUZS1saO3AIqiKIqiKIpSA3V0FUVRFEVRlFWijq6iKIqiKIqyStTRVRRFURRFUVaJOrqKoiiKoijKKlFHV1EURVEURVkl6ugqiqIoq4XkkSR/obcciqL0QR1dRVEUZc0cCUAdXUXZTVFHV1EURdkaSO5L8jMkX0XyDJJvJHkZkrci+R6Sp5I8luQ1Sd4HwK0BvIbk6SQvTfKvSH5quPavhzKvTvItJD8+/P1qXy0VRSkF9ZfRFEVRlG2B5L4AvgzgIBF5P8lXAPg0gN8A8Osi8i2S9wNwFxF5MMldAB4nIh8leSUAHwRwExERkvuIyHdJvg7AB0Xk+ST3AHA5ETm3i4KKohRlz94CKIqiKEokXxWR9w+vXw3gzwH8MoDjSALAHgC+YbnuewB+BODlJN8B4O3D8UMAPBAAROQCAOrkKspKUEdXURRF2TbMrcjvA/ikiNzOe5HIT0n+CoBDAdwfwP/BxslVFGWlaI6uoiiKsm1ch+To1P42gFMAXHU8RvISJH9p+Pz7AC4/HL8cgCuIyDEAHgvggOGcEwA8ajhnD5J7t1BCUZT6qKOrKIqibBufBvAgkmcAuBKAFwK4D4DnkPw4gNMBjA+UHQ3gH0iejo3D+/bhuvcA+KPhnD8EcDDJMwGcCmB0khVF2XL0YTRFURRlaxgeRnu7iPxyb1kURVk+GtFVFEVRFEVRVolGdBVFURRFUZRVohFdRVEURVEUZZWoo6soiqIoiqKsEnV0FUVRFEVRlFWijq6iKIqiKIqyStTRVRRFURRFUVaJOrqKoiiKoijKKlFHV1EURVEURVkl6ugqiqIoiqIoq0QdXUVRFEVRFGWVqKOrbCUkf2A59kiSD2xQ9+VIvpTkF0l+kuR7Sd5m+OzqJF9L8kskTyX5QZK/MXx2GZKvIXkmyU+QPJnk5YbPnjSUdQbJ08fyPDLsInnr2roq8yygL/790Bc/NvS5hw2f7UtSSD5jcv5VSJ5P8kXD+6NIfn3oc58i+duTc48m+eXhs9NJfmA4fnWSbyf58eGaY4bjO0j+3dC3zyT5EZLXm5H/LJJXqXFvFGVK53F61jAmPk7y3SSvMRwvPpd4ZLiY/rsLe/YWQFFKISL/ULN8kgRAAC8H8GUANxSRC0nuB+Cmw+f/BuBVIvI7wzXXBXCvoYg/BPCfInKz4bMbAzif5O0A3APALUXkx8PEf8maukx02kNELmhR1+5E4774JVzUF68K4MGTU7+ETd/6i+H9fQF80ijub0Xkr0neEMCpJN8oIucPnz1eRN5onP90AMeJyAsGWW4+HL8fgF8AcPNBlmsD+GG2sjOM90JELqxdl7IuGo5TADhYRL5N8i8B/DmAP0DhuaSmLkM9WzlfaERXWQ1DdOpxw+tdJJ9D8sMkP0fyDsPxPUg+d4g2nUHyEcPxy5E8geRpwyr514fj+5L8NMmXADgNwB0A3AbAk8eJVUS+JCLvAHAIgJ9MjaeInC0iLxzeXhPA1yeffVZEfjwc//bwGiLybRH5j6H+Q4dI3ZkkX0HyUobOjyL5fyfvjyT5wuH1EYP+pw9Rgz2G4z8g+XSSHwJwuyI3X/k5GvbFX8HP98VvichzJqKcB+DTvCj6fz8Ar7fJLCKfB/A/AK44o941AXxtct0Zk+PfmMjyNRH570H2355En55jFjjcn9837t+fDK8fP7lHT3Pci1+ckVlRLkajcWr2zfcCuAHJ66P8XAKSfzyMs0+QfKxF59eRvPvk/dEkf8uj506SJ5F8LYAzU+91T9TRVdbMniLyKwAeC+Cpw7GHADhXRA4EcCCAh3GzvfojAL8hIrcEcDCAvxlW1QBwYwD/LCK3AHAFAKc7VrW/hI1hc/EKAE/gZgvqmdxE0ADg3QB+cTCuLyF5JwAguReAowHcb1i57wngUUaZbwTwm5P39wPwOpI3HV7fXkQOAHABgAcM51wWwCdE5DYicrJHXqUctfrixwMimf8PwP25ibBeAOA/bCeRvCWAz4vIOZPDz+VFqQuvGY69GMA/DZPfk0j+wnD89QDuOZz7NyRvMZT7CwCeg83kfQCAA0ne2yLj/Sbv/zeAN5C8M4AbYuPQHwDgViTvaN4LETl75h4oSgjFx6mlb94DG4fxl1B4LiF5KwC/h40DfdtB1lsY1/5srJG8JIBDARzj0RPYjL8nicj/8si0WNTRVdbMm4f/pwLYd3h9ZwAPJHk6gA8BuDI2EykB/CXJMwAcD+BaAK4+XHO2iJwSWznJF3OTk/URABCR0wHsB+C5AK4E4CMkbyoiPwBwKwAPB/AtbBzVI7Exll8Wkc8NRb4KwB2ndYjItwB8ieRtSV55uOb92BivWw11nD6832+47AIAb4rVR8miel8cnM7TSZqO7LsAHA7gtwG8znLpH5H87CDDUcZnjxeRA4a/BwCAiByLTV/6RwA3AfAxklcVka9h0/+eCOBCACeQPBSbSXPXEG3+KYDX4OL9+GMArkbyF0juD+C/ReQrwz26M4CPYTPx32S4R957oSiJ1BynJw1l7A3g2TFChc4lAA4C8BYR+eEwr7wZm52fKe8EcAg3u4N3A/BeETnPoycAfFhEvhwj85LQHF1lzfx4+H8BLurrBPCYYbL+GYNjeVUAtxKR80meBWCv4eNpnuEnAexPcoclkvZJAL81vhGRR3OTb/vRybHR+LyZ5IUA7g7g08OqfheAXSTPBPAgAKcH6vk6bCJgn8HGyMkQWXiViDzRcv6PtjHPasup0Rc/hUlfFJFnAXgWjYdOROQnJE8F8CfYRIruacg25uj+JoB/Jnl9EfmRTxkR+S8ArwXwWpJvx8ZxfdOwffpOAO8k+Z8A7g3gBF9ZE94I4D4AroFN1AnY3KNni8hLpyeS3BcN8n+V3Y4a43TkYBH59uT6GnPJrF0XkR+R3AXgLthEdv91Rs+dDn22Bo3oKrsbxwJ4FMlLAADJG5G8LDbbwOcMButgANe1XSwiX8TG2Dxt3KYiecMhP+tEAHuRnKYXXGZ8QfL2JK84vL4kgP8F4GySN56kMQCbLdqzsXFc9yV5g+H47wJ4j0WsN2PjUEwjdicAuA/Jqw31XYmbhxmU5ZDbF7+ATV98Ji/Kv94LFz38MuVvADxBRL7jEkZE3jyU9yCf0CQPIXmZ4fXlAVwfwFdI3nJMYyC5A8DNsenHHwJwJ26+8WEPbPqprR//PwD3x8bZHR+AOxbAg3nRt5Nca+zTitKIrHHqosZcgk3+7725+VaGywL4DQDvs1T//7BJcbjDoJ9Pz61HI7rKtnIZkl+bvH9e4HUvx2ZL6rTBuHwLGyfxNQDeRvKj2ERSP+Mp46HYOA5fIPk/AL6DzRavcJN7+Lck/3Qo+4cAnjBcd30Afz/UuwPAO7BJIbglgBeS3AfATwF8AcDDh5X372GTq7gngI8AuNhTwiLy3yQ/BeB/iciHh2OfIvlkAO8enI7zATwaG2OolKV3X3wuNn3xv7B5+OwJ5kki8klc/NsWbDwdmyjtPw7vnzv0o5FfwSYl5kUkf4pNP365iHyE5F0B/CMvemDywwBeNPTjJwI4CRsn/BgR+XebjIPj/HUR+cZw7N3DluwHB1/gBwCOQEDkSlEMeo5TF0XnkuG6o7EZe8BmbH7MUu+7AfwzgLeKyE9m9Nx6KCK9ZVAURVEURVGU4mjqgqIoiqIoirJK1NFVFEVRFEVRVok6uoqiKIqiKMoqUUdXURRFUSIwv8JtOPZIkg9sUPdZw1dNOeXh5hcSXzS8vjE3v/p1Oje/2PWymfJ3Dl8ZpyirQL91QVEURVEymf5caw2GJ+FtXx03x99h813J/z6Uc7OigjkguefwAyGK0hWN6CqKoihKJiSPIvm44fUuks8h+WFuftr7DsPxPUg+l+RHSJ5B8hHD8cuRPIHkaSTPHL5LFST3HaKwL8Hml+F+MUG0awL42ddqiciZQ9l7kXzlUN/Hhu+CneqzY4ge7zM59gWSVyd5VZJvGvT4CMnbT+7By0iOX1+lKN3RiK6iKIqilGdPEfkVkncH8FQAhwF4CIBzReTA4fuG3z84hV8F8Bsi8r0hLeEUkm8dyrkxgN8Tkd8HgOH7hGP4WwAnkvwANt+f+koR+S4236sNEbkZyZtg853bNxovEpELSf47Nj868EqStwFwloj8J8nXYhMlPpnkdbD5sYGbDpfeCsBBw8/KKkp3NKKrKAXghj/tLYei+NB+2pQ3D/9PxeaL+AHgzgAeSPJ0bH4x7soAbohNSsJfkjwDwPEArgXg6sM1Z4vIKQn1CwCIyCuxcULfAGAnNk70pQAcBOBfhnM+g82PydzIKON12PxMLLD51brxlxcPw+ZHQ04H8FYAew8/9gFsfoRAndwZdCy2QyO6ilKA4RdpfpnkXiLyo97yKIoN7adN+fHw/wJcNNcSwGNE5NjpiSSPBHBVALcaflL2LAB7DR//MKCu80hecvIrV1cC8O3xQxH5DwCvAPAKkp8A8MsIy/f9IIAbkLwqNr+S9czh+A4AtzMd2iHaHCLvbo+OxXZoRFdRyrE/gK+SPJnk+0i+t7dAimJB+2k/jgXwKJKXAACSNyJ5WQBXAHDO4OQeDOC6keW+B5ufRgbJSwP439j85DJI3nVS3zWwiSJ/HcB7ATxglAPAdQB8dlqobH469S3Y/Fzup0XkO8NH7wbwf8bzSB4QKa+yQcdiAzSiqyiFEJH9e8ugKHNoPy3CZUh+bfL+eYHXvRybNIbThm9R+BY2kdLXAHgbyY8COB3AZ2bKOYPkhcPr1wP4QwAvJfkH2ERq/1lERqfpzgBeQHKMGj5eRL45POD2DyTPBPBTAEeKyI8tOcCvA/ARAEdOjv0BgBcPqRZ7YuM0PzLoDig/Q8diG7hZsCmKkssQ1XgqgL2xmVz+TESe1VUoRTHQfqooy0DHYhs0dUFRyvECAA8GsENELgBwSGd5FMWG9lNFWQY6Fhugjq6ilIMi8t8YnnaGpgYpy0T7qaIsAx2LDVBHV1HK8arheyf3I/l6AK/sLZCiWNB+qijLQMdiAzRHV1EKQvLKAPYD8KXJE8qKsii0nyrKMtCxWB91dBWlECRvDuBBAPbB8B2VIvLgnjIpion2U0VZBjoW26COrqIUguTHsPlZza+Px0Tk7H4SKcrF0X6qKMtAx2IbNPFZUcpxBoCPiMj5vQVRFA/aTxVlGehYbIBGdBWlEMPvvl8dwBeGQyIid+wnkaJcHO2nirIMdCy2QR1dpQnDrwA9V0Qe11sWRXGh/VRRloGORaUUmrqgNEFEhOSlSV5TRL7RW54akLw2gCcCuAGALwJ4toh8ta9UZSB5Ejbf9bg3gOsC+ByAGwE4S0QO7ClbSbSfbj9r76tr129Ex+L2s5S+qo6u0pJbAngvyf/EpvOvbZvmaGx+zvGjAA4E8Cqs5JduRORgACD5GgB3EpEfkrwsgJf3lawK2k+3mLX31bXrZ6BjcYtZSl9VR1dphojcrrcMldlLRN4/vD6Z5KW6SlOHm2DzVTg/BHAFbFbnq0L76WpYe19du346FtdD176qjq7SDJJ3BvCn2CTfHwDg+SLymK5CleVtJN+JzZO0+wN4W2d5avBIAH9P8goAzgXwqM7yFEf76WpYe19du346FtdD176qD6MpzSB5MoCDAbxbRA4meaKIrGabBgBIXh3AvtjkIP1nZ3GqQPJaAK4F4CMALi0i/9NZpKJoP10Pu0FfXbt+OhZXQs++qhFdpSUXDH8yPFHLzvIUgeTvicgrST4Dmzyy8ThE5CkdRSsOyT8H8MsAbgzg1gDeBOBuXYUqj/bTFbD2vrp2/QZ0LK6A3n1VHV2lJf8XwAkAbgrg2OH9Gjht+H+8cXyN2yWHD5GVk4anoi/ZW6AKaD9dB2vvq2vXD9CxuBa69lV1dJVmiMg7SB4D4Coi8q3e8pRCRD4+vHyoiPzueJzkCwC8t49U1fjJsAUlw5bbj3sLVBrtp6th7X117frpWFwPXfuqOrpKM4YHCx4J4ArDNhTWkG9F8gAAtwJwa5IPHg7vCeAW3YSqx+8D+BsAVwTwfABrejAEgPbTFbH2vrp2/XQsroeufVUdXaUlfwXgHiLyH70FKYwA+CmA/xr+E8CPABzZUaYqiMgXAdy/txyV0X66AtbeV9eu34COxRXQu6+qo6u05P1Y4fYagHNE5FXDE8JrzbECAJD8CwB3B3DeeGwNERYD7acrYO19de36DehYXAG9+6p+vZjSDJIfAHBlAN/Cin7lhuQTROQ5JF9pfCQi8mDrRVsKyfeJyB16y1ET7afrYO19de36AToW10LvvqqOrqIowZB8PoCTAHwCQyRCRL7UUyZFsbH2vrp2/ZT10LuvqqOrNIPkzQD8JYC9sfl1lCeLyBl9pcqH5EnYDN49AVwDm+jDVQF8Q0Tu1FO20uwOEQjtp+tg7X117foBOhbXQu++qo6u0gyS7wNwhIicTXJfAK8WkYM6i1UMkv8A4Jki8jWS1wbwFyLyiN5ylYbkHgCuhk2e2QW95SmN9tP1sBv01bXrp2NxJfTsqztaVqbs9uwJ4KvD668B2KOjLDW4NYDvDK//C5uvj1kVJH8HwMnYfFXM+0ke0VmkGmg/XQFr76tr129Ax+IK6N1X9VsXlJa8GMAHSZ4N4LrD+zVxFIDjSF6IzdfFPK2vOFX4PwDuICI/JXkJbL7c/NWdZSqN9tN1sPa+unb9AB2La6FrX1VHV2mGiLya5GuxyUX6lohc2FumkojI2wG8vbcclbkQwDWxibJcc3i/KrSfroa199W166djcT107avq6CrVIflEEXk2yX/B5DsDSUJEHthRtKKQ/D0AD8JkEK/wey1/H8CLSF4RwH8DeHRneYqh/XR1rLavDqxWPx2Lq6NrX9WH0ZTqkLy6iPwnyeuan4nI2T1kqgHJDwM4SER+0lsWJR7tp4qyDHQsKiXRiK5SHRH5z+Hly0Xk8PE4yX8F8Nt9pKrC8QBuQvKTuOi7Alex1UbyBSLyh8NT0D+3Ol7DF7gD2k/7ilSOtffVtesH6FjsK1I5ltJXNaKrVIfkwQAOAfC7AP55OLwngNuv6TsDh+9GnCJr24Yi+csi8onJ+xuLyGd7ylQK7afrYs19FVi3fjoW10XvvqqOrlKdYftpXwAPB/BSbJ4uPR/AJ0Tkex1FUyIheeLUEJN8g4jct6dMpdB+ui7W3FeBdeunY3Fd9O6rmrqgtOBKIvIeknvioj63BzbfIXhiP7HKQvIQAM8A8FNs9DtKRI7vK1UZhocmHgzgZiTfi83EI7joOy7XgPbTFbD2vrp2/QZ0LK6ApfRVjegq1SH5IBF5FcmnGh+JiDy9i1AVIPkBAHcRke+T3BvAsSJyu95ylYTkw0TkH3vLUQPtp+tizX0VWLd+OhbXRe++qhFdpToi8qrh/1q/DHuEuOhrYlbzQAGwWZmLyCsBXIfkz000IvKUTmIVRfvpOlh7X127foCOxbWwlL6qjq5SnSHhXgDsjc2v23wOwI0AnCUiB/aUrTB/AeBdJAUbA2ZGI7aZ04b/q9lWM9F+uhrW3lfXrp+OxfWwiL6qqQtKM0i+BsDDReSHJC+LzVfHrOmrYlYLSedXwYjIe1vKUhvtp9vN2vvq2vWbomNxu1lKX9WIrtKSmwDYB8APAVwBmxX6aiD5DhH5teE1AbxNRO7RWaxSHDz83x/AZbBZqd8CwI+w+d3yNaH9dLtZe19du35TdCxuN4voq+roKi15JIC/J7kPgO8CeFRXacpz2fGFiAjJy/cUpiRjrhzJt4vIXcfjJN/RT6pqaD/dYtbeV9eun4GOxS1mKX1VHV2lGSLyEQD36i1HRT5P8pkAPgDgdgA+31meGlyG5G8D+BiAA7BZpa8K7aerYe19de366VhcD137quboKs0g+RcA7g7gvPHYmn4FZth6+nUAN8Tm4Ym3ysoGGMkrAngogP0AfAnAP4nIf/WVqizaT9fB2vvq2vUDdCyuhd59VR1dpRkk3ycid+gtRy1IXgGbrbUrAngSgLuKyNv7SlUekjfHJm8OwCofgNF+uhJ2g766dv10LK6Enn1VUxeUlpxK8tcBfAKbr46BiHypr0hFeTWAFwP4cxH5KcnHAliV0SL5dgBfB/AfwyHB+h6A0X66AtbeV9eu34COxRXQu6+qo6u05AoA7j38AZvO/uBewlTg0iLyLpJ/OrxnV2nqQBF5RG8hKqP9dB2sva+uXT9Ax+Ja6NpX1dFVmiEiv0dyDwBXA3COiFzQW6bCfI7kEwBcieQfAfhkb4EqcC7Jv8XPR1he0Veksmg/XQ1r76tr10/H4nro2lc1R1dpBsnfAfAYAF/GJin9RSLy6r5SlYPkVQDcFsBNAXxWRN7aWaTikHyQeWz8uc61oP10Hay9r65dP0DH4lro3VfV0VWaQfIDAO445CJdAsB7ReR2veUqBcl3Tb8rcK2QPBDADQB8UUQ+3Fue0mg/XQ+7QV9du346FldCz76qqQtKSy4EcE0AXx3+X9hXnOL8x7ANdSoG3UTkxL4ilYXk87H5DsRTATyM5O+KyGP6SlUc7acrYO19de36DehYXAG9+6o6ukpLfh/Ai4bv1PtvAI/uLE9pzgawF4DbD+8FwNqM1gEisnN4/VKS7+kpTCW0n66DtffVtesH6FhcC137qjq6SkvOEpFfH9+Q3LunMKUY8qweAeAaAD4D4B9F5H/6SlWN75N8ADa/WX5rAD/oLE8NtJ+ug7X31bXrB+hYXAtd++qOlpUpuz1vnnm/rbwWm1+1+VsAPwTwD33FqcoDsNlC/AMAVwfwO33FqYL203Ww9r66dv0AHYtroWtf1Yiu0pK9Zt5vK3uKyBuG158bftN7rewP4G9ERIafrzwIwPs6y1Qa7afrYO19de36AToW10LXvqrfuqA0g+QzAFwPwAcA3A7A2SLy5L5S5UPymwDePb4FcPj4XkQe2EuuGpA8QUQOnbw/XkQO6ylTabSfroO199W16wfoWFwLvfuqOrpKU0geAOCGAD4nIh/vLE4RSF7X9ZmInN1SltqQ/CCAO4nIT0heCsB7ROS2veUqjfbT7WftfXXt+o3oWNx+evdVTV1QmkHyOgAeCeDyAB5I8qEi8vLOYpXgf4nIO0nafppyVb9UBOA5AE4meTaAXwTwV53lKY7209Ww9r66dv10LK6Hrn1VHV2lJa8A8H8AvERELhjyktZgtMbvdlzbz1NeDBH5N5L/DuCqAL4l69wS0n66AtbeV9eu34COxRXQu6/qty4oLdlDRD4zeb+K/icixw7/X4XNV8WcD+Aza/s5TgAgeWcAxwE4AcAOki/sLFINtJ+ugLX31bXrN6BjcQX07qur6DTK1nAiyX8A8AskX4BNx18NJF8O4IEALofNNtsat6CeAuBuAL4tIhcA+KXO8tRA++k6WHtfXbt+gI7FtdC1r2rqgtKE4StF/h2bLZsTAHxWRM7oK1Vxrisih49vSB7fU5hKXDD8jV8Tw87yFEX76apYdV/FyvXTsbgquvZVdXSVJgzfn/csEbkngE/0lqckJA8ZXn6N5BMBfAyb7w38Wj+pqvF/sZl0bgrg2OH9atB+uipW3Vexcv10LK6Krn1VHV2lJT8k+fcATsWQjC8ia9iqucPw/ywAlwRwm+H9l7tIU4lhJX5VAIcAuAo221BrfABG++mWs/a+unb9JuhY3HKW0Ff1e3SVZpB8kHlsbcn3JK+BzRecnyUi3+gtT2lIvl5E/ndvOWqi/XQdrL2vrl0/QMfiWujdVzWiq1SH5A0APAHAtbF5wvSvROQ/+0pVHpKPx2bVejqAW5A8UURWtZ0I4CokzwTwcQCCzQ7jKn7JR/vp6lhtXx1YrX46FldH176qEV2lOiTfC+Bx2AzmOwF4pIj8VlehKkDyfSJyh8n7k0XkoJ4ylcb2iz5r+SUf7afrYs19FVi3fjoW10XvvqpfL6a04HwR+bCI/EREjgOwT2+BKvETkr9K8tIk74DNdyOujXMB3B/Ak4b/3+srTlG0n66LNfdVYN366VhcF137qkZ0leqQ/C6AM3DRV4rcDMCZ2Gxf3LGXXKUh+YvYbLddH8AXAfxfEflKX6nKMnz9zUux2YLaH8CjROQQ/1XbgfbTdbHmvgqsWz8di+uid1/VHF2lOiKyT28ZGrEXgMcMX4tDADfoLVAFfiIibxhef87xW+1bifbT1bHavjqwWv10LK6Orn1VI7pKdUg+xTh0HoBPiMg7e8hTC5IniMihrvdrgORbAVwKF33v40+H1xARs523Cu2n62LNfRVYt346FtdF776qEV2lBe8x3u8F4CCSvy4ij+whUCUuM74YVueX8Zy7rfzN5PWqJh1oP10ba+6rwLr107G4Lrr2VXV0leqIiGm0AOBYkic2F6YurxpykU4DcAsA/9xZnhp8BMCh2DwcQgAQkVXoqf10day2rw6sVj8di6uja19VR1fpAskrYGX9T0T+geSbsPny7/8rIt/uLVMFjgVwDID/6C1IC7SfbjVr76tr1+/n0LG41XTtq6vqNMoyIfk+bL4kespPsXnadDWQvByAewH4BQw7USLy9M5ilea/ReTZvYWogfbT1bHavjqwWv10LK6Orn1VHV2lOtMvxJ5C8jEAPthYnJq8EcAbAPwGgJcAOLCvOFW4kORbAHwCw0S07Q++jGg/XR2r7asDq9VPx+Lq6NpX1dFVenJPAC/sLURBLiUi/0TygSLycpK/2VugCvzt5PXu8pUt2k+3k7X31bXrZ0PH4nbSta+qo6so5TiH5F4AziT5CgCX6y1QBXYO/4nNl7gLgPd2k0ZJYXfop8D6++rO4f9a9dsd0LHYAP0eXaU6jnwrAPhlEblSa3lKQ/IZ2OjH4f+eAA4A8CkAnwfwprU+ZEDy30Tk3r3lKIH20/X2U2BdfdXGmvTTsahjsSQa0VVasMtx3PYVMtvI8ZZjx2JjxK4N4E0A7tRUokoYv2hzTQBX6SVLBXY5jms/3UJW3lfXrt8ux3Edi1tI776qjq7SAtugXg2O73z8GSR/0kqWBlww/BdsHix4QUdZSqP9dF2sua8C69ZPx+K66NpXNXVBURRFURRFWSU7egugKIqiKIqiKDVQR1dRFEVRFEVZJeroKoqiKIqiKKtEHV1FURRFURRllaijqyiKoiiKoqwSdXQVRVEURVGUVaKOrqIoiqIoirJK9AcjFCeH77iv9UuWj5c3thZllsN4n597f9yFb2DIddukI/DzeoboOKefed9CMO/NYbxPsfJi9QP8OqbIUwubPGvUESjbjmO5S9EztR1t+i3VzgDlx6JZZigu+5CKS5aeOpa4PqSsJehYahzH6KiOrlKMscPVNN6mUzW+rjkR9jZcNe9nyn2b3vfUMpRyrP3+L9kZVOJItTfjtWvu6yX1Mm30Upi2Zct21NQFZbdmNJ5z56SUm3N9KWL1G89fopFMYS16zLEGPWuMwyVhG1trddpKsxR7GkKOfEu3vSWCWT3004iu4sRlkF2rxd4DNGeVmDLJ9pikUnWcXhfadj2iJyl1zvXTJUWBUqP8Ic6RqWdPvXPHYqi9WUq7xtLbVoaQ0ldtaU1z5/jOrUnpsWjuMJrH5uqq0SdK6uizL0vXUR1dJYhtMMxA28nPVVfte5Xj7JaqvyY1Fiw2Iw3MTwC1+lPNRdn0nJB6SuYGmuXGlGlrH1uZsfXU0E+jsmHE2Ipts6fjtTGf91qcldLRps82oI6uomRgTnixAz8kAmIrt5WBya0nNXoTU2+L3PAS5Mg5d+00em3im+RK37NtaYsclpr/WIuWuroWpLFlAG4b07v9bOMxdd5Y0iLLt4PWoh19do4izgddld0cktGdo6URcdV1GO8T/HRpio4ppDgac8ZCRIKf9G7RJinGzTephegH+J/Wt8kTs91WO9pZ4hsJpmVOsY0PcxvS/B9Sfui9SNXRVo8vdcjcJvZdF7PACnlwZjw/pK+2sjU1CB2LJCV2DkiZM0rYU/P8WHsTKnPK4i91+9+nY6q9ibHjoeeG7sL46rKd79JRHV3FSaxhTunsOfjKiDHMY1k2fI5CLLmOoHlNjKM7vTbEgUhtm9j7k6sfkO7omvW55Ard9otxqmIcJCBOx9B+Zjq6PplTIvM1dHQtTuYmxphFje26Xo5u7+jjSKyj66KnPS3t6Lrw9bUQGXOv98nUYiyan5nypYxFswzfNTYdNXVBKUbINn5KZKynsbdtj4RcYzu394QVE4kLLWdpOoaQkm4S6uyGXlOzT7scNpvjZpugfJNWzHZhDVz123Qczzevs0X2XfcjVKZatAoatMJnT0PmjFhbPGVuPJYiVsfUyOaSCLF108+naQ4uXHYoZjE/oo6uUoWQCTDEQJsTUI6hq4FPx5gJyGfMa05kc2WXmgBKTVa5MuQsvuaimikR+9LM6RgamfZNyKGR1ND6UjEnvjkdbTrFRth6UtvW9KbUoskXuZ3WUVN3lyNXS8cQJ7D0WHQ59NOxaJM3RI65c1z30XWdfo+u0pU54x1zfsw5rQhx9kMG9VKp1R612nC83zGTXY4srvJrR0JL6zgXdZpO6q0XLzF12py8kEWA6bT0GJMlFhVLsI05MuT005G5SGJvUnQ0x7s5JpeIa+4LjbrH6KiOrrJIYh3gmpirUVf9sUYlZxut9FZbKLER0dTFSgti5DAd5JAyXBNP7cknNnoyd25K/6gdLQtZIPqun5Kb99iDlL7kc/J7kdKOLdIPSjDtp7uTjjF9stUY0tQFpSqp2+JzEa/WW4pzstpeh1wXs81aE992pu99jrOxtGjDXGqCuUW+jfmTUwcn1NkJzW2M6fu1maZfxDq2S8Yme64+PfpoqD2NuS6kvqW0/ZytSWVJ9qaGjqbdCk3tU0dXqcZc58vdvu01kcZsYeYYnaWt3m3ktOE26Adsbz8Fwvqq7UGR6f+UtIAe+PQD3JHulNSO3rqWwJZTaToOrfVc65wxxaejq6+mRu6XiK0NY3T02SoX6ugqiyRnO33pAz2FXjqGGJ8SEYQltKGtztIPk5SIhsficlzM1IpcZyclWlyL6QRoc/Zz2rFHG7akdy7yHGuxNz5KtEHvRUsMtfuZOrpKUWJXn7kdvMZW3hwuHXOjRC5a6+hrw9SVt48ebRjKqK9t4oldjPV23mPSZErd/xbtODeZm5FpW5uGUus+KRcn1p6GsiR740uryUlDsOXKt9TRNR7nFpq5AS6XjvowmtKdNWwLzumQquNSJtLp9qbt4YoS0bEehMgduj0WWl+PfMEQ2c0c5NDrcuosha1Pxlzbsr4e2MbrknOXa9nTnpjjKtbR2zYdXZ+bO0el9PL1X43oKovA3Ea1fbYkQraEzBXm9H2Kji0dpJQtL9c2cUwZS6dUP82J1tTA1lenhPaFkouC0tj69NraccQ3FsfPp/97k2pPgfQ2XOqC03b+tumYsoM1Z4N81wHq6CpbwFyCfiuDHOPcxcoU+xDC+N7lHKcQY0ha6LcmeqUnlGaa2xfr8Jq5vkvCdPxKtNXSdByZk6tVX12aPQ29fimUmBd76JnSt1xpQXNlhcxpq05dILmT5DNJnmwcP9k456jh9bkkTyJ5MskbNZRz1/D/SJK3IrkvyUOGY9cg+aRWsvQgZCCm5tTFyFA6nymlvNI6jnqVvn+puYrbEK0PZdx2C80lrN0GJcrK2XGYlpUrW40+62LajqH5u61kq0lt+ddoT21ylOwLsTrO1V3qvtfq76Xnfs3RDeNMETkYwJ8A+NPpBySr3ysROVpETgWwL4BDhmPfFJFnlaqjhR4tqekopQzslhN0Ljn6LZVW99+X89hqci1Vl283wfc+hJKRnRxSUmps9eY+QLM0UraKQ8q03bvUdgwZz61zpm0ylVjcuTAXY7Vx2dFSC1hbmbE6xtyHVTk9BTkdwLWHCOvrSL4DwM1JPoXkLpInktwXAIaI8fuHY/uQ3H94fwrJI4Zzjib5giFS/NTh2IEkTyP5WgB7D8eOInkYgIcD+F2SJwzR3VcPnx8xlPt+kvsPxz5I8kUkTyd51+HYPUi+l+QHJsdOIfn3AP663W2sT8uoRKlzzQHd86GQUKcwxnlsrV9NozwSmy9mO547SZV0IObKmdOjljPvkiG2PtdiICQ3NadexU+sPQ05P+Qhr5qY/SVFR9/YS1lc1bgHvnxhHzk6zo3FUD3V0bVzRwCfHV5/V0R+DcAFAK4lIjsBPBrAE0neAsB+InJ7AIcCOBfAMwA8AMAdADyG5CWGcnaJyEEA7j68fwqAe2Pj1F7XqP9lAP5FRA4dD5DcA8AfDOU+AMAY5b0ygKcD+DUAjxgito/DJiK8E8Djh/OuAuBZIvLHabdkGU8at47UzdUZG0H0ORAtSMmDi7nnS9AvZ+KZXrckSkRXR6YOYM7k4bpHJZx6m0Oa2yYxDrovBznkvG2kRp+Ptafj5yXtaWm9SuTF+nQMXWD7dCzdT1PGo01Hm13IcdrNe+U6d3d9GE0mr/cCcN7w+mYkTwLwXQC/D+AuAE4dPrspgJ1jPi2AbwC4EYAPAICICACQvKKInDW8/jKAqw3nf2L4P9a1j4h8ZTjvcwEyXxXA2SJyPoCzSF5hOP4tETlnKGcfbBzamwI4fvj8aiQJ4BwR+VpAPT/DZ0SW4AiUkMG1kgyNcubWFVtH7L1vqV8KLoPcSkdTlpLbt6WjLrYJYuq0lnjwpqfjllu3b3J3vU4tv2QaxxJsaSlyx2KJRXVM+al9wTcWY2VIKSP0mtR+P+dghzi5rvJK2VlXypWN3TWiewHJKw6vD8JFTuiZInKwiPyGiHxjOHbh8P+zAN4tIjuHqO4Dh2O3HQsdHMrvDukGlwCwH4Bzho+nzjUAnEvy2iQvC+CGxmfnA9jDOPYtAPuSvMSQNnGupVwC+DaAMwEcOsi5/+CEX4jOLCEiHEqOAaylY8lyS0TbSpZZ4npbeanRyZx2bJmKkipniajrlJhJJ5YUOc0JPkW+VrsTNcbi0ghpQ9fuQsrWfahMJcnVsZQTvk0Lp1b9d3eJ6P4yyTHC+TYATwLwVpIXAPgcgGPmChCRj5P85hDRFQD/KiIvI3k2yfcD+DGA38QmJeG12DiqLxaR8zf+78V4BoC3DvV/xfjsEwCeTfJ1AJ4w1H8ByRcBeB82TuujHXJeSPJ5AE4gKQA+5Tq3JaU69JINuysauWSZY/BFW7dZxxo5w0vEt428RMehlAyp7bHUdpxSSsal6erbIl9jX03VMTSa2xJfnn1KhNn3PEFoGat2dEVkF4BdAJ5s+fgOlvMPMt4fbbx/Fi7KjR2PmV/99TEAv2qcc+Tk9c7h/4cA3NI476jJ2ztOXh8xfP4qAK9yyTwp+xgYzrupWwy2rYbQbZbS0a1akaO5bUnzHpTYcp+Tp8R261jWlNL6pW4hLmGyGbH10xJb6TV0jC13LhdwSe0wx9L6TQylxk4NW9Man72Z2zYvUV9vdncdU0nVcdWOrpLH1PiEGqK5B7eWhmu1aNtO8uVWuehteJasX+2Jek1bf66HTWrkvoUw9p3Sec22elKvnR7P7afj9TUX2GsgZiwu5TmBWGLtTe3UpRrlj30+NNIck5/cY07cXXN0lQx6PNjSenD4noqtVZcv+l1je73Vw2Yt76VZt+v4VKaeucG5uBYy5j2vkW/aKhfZt3XZuh17O169F86plJgzYhY9cw5VLefQJkfMdTkR/tL4xt3csdJzf255GtFVqlJqEnJFtHozt6KOMbhL0ckkR7/YekoZ+qkjZDvuOr+EPK7yc8vKdbpsE2pKGoRv6zxXz5CIUciuUW403/UAVO8x2rv+HGJkt+06hfSt1vY0tk+YYyc1ZSrEOW4RPZ1zcl0BnBgd5+bPkLI4fCuWolyM4WG2YFpHP3xGRkSsTwCajDr68lNddceea8N3/ZwRDdHR1C82spITiclt/9A2PHzHfZ39NCTaYNueS4myTA2zyyE0yzruwjdk6Ri6jVpCR3PiMfV11d9KR/PcqVxmm7gImbhtdYfoGGtPl0SMPY2ZB2L7qe2a2Lpc/T60n5bWMeSamLpqjcXQ8W6TMcQW+q6fq2dOR01dUIIotTJcWjmxZU+3UWIGY+q2Voko4LSMufJS9LOdG6pbi63YEP1L5rr6JoHSiz9X5DHk/FC5zL5qSxdoPR5D+2BMH4uNOIaO4VRG2VuPkSWV7YoI2s5LaYuUdowZc6G6hzrDKXNGqb5qRtinx+YITXkwj4fMV+M1Pv3U0VWCCZ1Ac8oJOT/GcStJro4xBqemjrlG2cVS9HPVE3tuqBENqct0Kks6SaH3MiQyaRITTbOV30NHnxNs3nvz/Zxz2crepDpILeosVVfO2Jy221wUPnaxn0qJoMQUU0fXWLQtNlu2ZQyxOk6vS3WoAXV0lUhaR2RtK8haMpllLmlSa+XsxlxfcjLubZhDHLJQo+yiZp8KnQRCovShE6urnNo6+nQo5Vj7ovqmjjWjuiFsg7Pb8p6FREdr9dOlzRk19AzZ9Qu93vd5SbnV0VWiSe2AvshsaD25K76ShMgfck6osSitY8r9T6mjl35m2XPYopy1JopaxNxr22vXubETW++FiymDOXn6PguNRi+hHUdK24WlRD197eQ6P2YRujRnN2RHIbafLgFXgGquPc2dF1fZc+XsGSmvogAIc2BKRPLm6gjdgk0lNkrkizinyBqzddyC2MVKCDE5WbXxTTA+pvmgvtyzmvrN9dXcCHzshNpzAp5zhkLO2zZci5HQSOrSHKbQNoyl9jiMIVXHpbWVjZh7nNoe07b03RN1dJUqlJhwY8pvPfDnEul9Dm9OHa30TNGvRB29DXiO0+1ydl2vWzGNiuQsukLqKJk+YGNuIWGTp1RdvfpmiHOa67z3Hnc2GUovgJfYljV17IUt0lxyHJplhyxcNHVBKU5oFDaE3ivvVGfMNjCXYIRCSNWvdB29SemnPdu51cKh5yLTpWMtPXvZn5wcyCXbmpBFSsrn28Ca5sVYcvpk6HzkS19QR1cpSguD1DN3LoacPLFtMOy9o+qlmOZ4lcpPnEYhXGXX7qdmRMVWd0wbzvXTVuPOtxVvy8HNzXcdJ+nW7Rgj97aOPSDdmXeRYk9bjsVSddr6qe/zkjrGLFjm5PQxZ7NsOcs2mqcukNwB4LYi8oHWdSt9cG09pOYM9jTqc8YkVTZfOa4BXoMa+oU6SC2dprn+N32oxZezmuLw1N7et9Xno8RYNO9D6dSIWLly617KYrkUZsSrVaqJi9Bc+NAtarO/hdhT83grfM5b7C6CS5fpfWid7uYai6lR3RJju3lEV0QuBPA3retV+tFzC7Akc06g69h4vPQKvjQhRqimfjUpZWBb1JtK7IRQ2jmsUY4NMwcwpK4a7dBCxxTMsejKmew5Xm1OT6w93UZa6NPi3qTU4VqEpBA7Pno9jPZukr8F4M2iv0G8ClxGy1ypbvMWWyil9cwpK2eR0WoyaZ3jWcrQhpbTeqHX2rnukcLSw45M23Fb7JirbZbiKIYurkO2ykN2aELr9BE79lujdV6cXjm6fwzgDQB+QvJ7JL9P8nudZFESCRnsOdtErvNrGOmSdZUY9KXzqbZlYq5Fye3KUMfOrHPaDktxNEph6pdTho9pJLJXTvA2jKU5OVPzJEPrLlXWXHm2cte60Jqj9ZyRuujLvXcpenZxdEXk8iKyQ0QuISJ7D+/37iGLksdczpTvnFBiEvlrTH4hOrak1TZXTf18W6cpE2voZFijL/qOl2qrGB1D5CpJ7+3lVjqa+vTe/s+l5qIrxdnNXSSllpGqf0mHvlQftvXRFHlGlrIzaRKbdtUldYEkATwAwPVE5BkkfxHANUXkwz3kUeZJ6aS1J6DSBnppOtpWzLUceZ8DVzNa0uPBpZHSKQWu8lrrZbanS66S973FfVwCS5UrlelDaiE5s6Vw2ZxQ+zLnZNr6du9xCNj7dmn77nJ2axCqY626Q+mVuvASALcD8DvD+x8AeHEnWRQHoR0pxZjEdNLaA3XpZY8TUc4DAED5LfvS+uVcD4TpF5J24Eox6Lldmdv220CKTZhr+7WmitRgamdS+70rXcf2lyLf3LGlOVi2a5aY9mCSqmOLHd4U2ONZMJKnicgtSX5MRG4xHPu4iOzfXBhFURRFURRllfSK6J5Pcg8AAgAkrwrgwk6yKIqiKIqiKCukl6P7dwDeAuBqJJ8F4GQAf9lJFkVRFEVRFGWFdEldAACSNwFwKAACOEFEPt1FEEVRFEVRFGWV9MrRfQGA1+nPACuKoiiKoii16JW6cBqAJ5P8Asnnkrx1JzkURVEURVGUldItdQEASF4JwG8BuD+A64jIDbsJoyiKoiiKoqyKXhHdkRsAuAmAfQF8pq8oiqIoiqIoyprolaP7HAC/CeCLAF4P4M0i8t3mgiiKoiiKoiirpctPAAP4MoDbici3O9WvBHD4jvtaV0FL/GUX89dWjrvwDQy5bu06hugX80s1c/cl5zfea7Thkn4RyyaP6ngRLh2XRqqOJMX3U8xLQu2pG9Ux/dfNzOtz7JdLFpuOTR1dkrccXn4YwHVIXmf6uYic1lIeZT0sbcLfFmLvme23zV2/W59anqKYrGF8b7v8JUi5B6V/PnYsr1afKu245ZS1dFqNidYR3b/xfCYADmkliFKeud+dL1XH1CC0GNC9DVdNw5xSpnnfS8m1BmfGRy3d1n7ftmXSXhO1+lSqvRmvXXNfX6teU0pEclNo+jCaiBzs+VMnV0km1xnNPcd3Tc+JOla/cTJZi3OxJD1qyrIkPRU7axpXrVmKPQ2RIUe+Un1kyU5zj/brkqNL8hIAHgXgjsOhXQBeKiLn95BHsePaMnJFUns7dCWcXVcZNt16GJMUPUMiy672bK1jjn7Asg08UCbHzddHp5/1in6l6ui6brQ3JfP7cslpx5Jb1DXJHYuAXUfXPLFt9tRsx+m8mKJjjfkzdyya15q7trZd3CXq2OthtL8HcAkALxne/+5w7KGd5FFmWMIqeo4SE0iMni4jWftepU7wpeRaqn7jta5jphNoHisti4k5EZbU0ZZOElJPTaerVD81y4hNm1nqQmhbbOrS7OkS0rfM65dOSXtjs6NLp5eje6CI7D95fyLJj3eSRVGSyR3otY14CL5c59L6TessxTYZ3lp55XORJN81JcnJ00+9tnVkNyRytyZa6mjblZg7x/Y54LYxPR+AtcmemhrXezfDxnhvQxYsIe3o+zzmWZFe36N7GoD7isgXh/f7AXijiNzSf6XSEpLRnaOlEfHVJSJBX6OSomMKMSkRrmvMc0N0HL8mJrZNUtoxxYD7JrXQNpz7WirbYiJ0gRET8YyZfMZya+kIXPzBTdc1sTJPyw85P0XHEIfHto06Xjf9nyJzyLnT80N0bGVrahBjT2NtRwlbMxJjT6fnH8b7JH31VqjcoTrOjdm5OnvpGBpsMO9DKx17RXQfD+Akkl8CQADXBfB7nWRRCmHLVfKdu6RoSOiAKxl1mivDvCbnnrkMaMmI8lTe1IheqyijeazUfei1TT6XtxrS16blhFwfG3GJwZan65LTzOE1ZZ5em7IYscnjk7UUOWOpNyH9qJStsZUdek3otS7mxlqM/bbpUyL6m2tXY3SMLac0Lj27OLoicgLJGwK4MTaO7mdE5Mc9ZFHKYXZ+XxRmW3DlPto+mx63nd97woqJUI3nh0TSXNcvlRAdzc9Ttgp919R06n0OvXmuSezkWsN58GFLGziM9wkai65zQu9Xa3JszVLxpX1smz11EatjSBqGr545W9JyHJqfTc83X9sWp7bxagtKxNripo4uyQMBfFVEvikiPyZ5AIDfAnA2yaNE5L9ayqPUI6QzhkZ+zXJtr3uQMuBc+Ix5zei3r+xSEbu1tKFL1qmBDzk/tt4Y5qKaKWWMpESKay1sbWPENpnGlDMlZHJt2XdL9ZeeOszRQsfcXacYGWLGUUr5trJq2RWXDDZbbo7FGEIcX981rnqbfo8ugJcC+AkAkLwjgL8C8M8AzgXwssayKAsgdkswZAAtKWoc4uy7tmlHlhwZD9Ev9ppajPc61hDnGu4ezkSsvLnbyC31dE3yMdeGfmYuQF2RuiWwLWMxp84SOs5FEmuSEhgIwdZPe9me0Dp9dnXuHsTq1zp1YY9J1PZ+AF4mIm8C8CaSpzeWRVkwJSKJJWUxI2Ml6l+Ss1pre6vHtTF1xOrtSg2Yo7UTOL6Oqdfs5yHRYFdUpzY5zm7swrGXjiVZ6lhMsachKQ5LICd6nqJj63lxrHNKbP22HcsaOjZ3dEnuKSI/BXAogId3lEVpQOr2TcstmBBy8qh81/lWtK2d+RHX9vfcdSn1LclpCO2robIvQccQJ20pfTAVV1pBSfuxFOdqDbZmrNPF7mBvaqU1LGHM+uYS83PbObEpcyFt29q5/FcA7yH5bQDnAXgfAJC8ATbpC8qKqJmj2NMJjonu5OTYLsHRr6kfsAwd59jmvjolZksxhiXo5+uHtvabm4xt9NZz7bYGiP/mhJRdi97MzYtA/s7MEnDJ7BqPuTr69G7q6IrIs0ieAOCaAN4tF32J7w4Aj2kpi1KHmA5bauXeK98qlBKr9yXrmBtBWEKkzFVnbLRhjpS0hxLM1VvqIZ0e/XS0ObE6LiH6VZpcW7OUseijRBrJku2pybbpGCKvaUdD0qRiyjNp6uiSvAyAU0Xk/OH9jQHcHcDZIvLmlrIo68AVwalJyDZmSRla6+hzAFo5B0txQGxOVK5RNstpRUi6UA49xqLJXKSnhI61xvlS6aXjWuypC9/Ceg1jEfCnKZTW0Vde629deBeAfYGfpSt8EMB+AB5N8tmNZVEWgm9bcVuY02HbdTyMFz0hO309/dz3fqmEyJnz4NPI1DlufW9i6izRjkvV0daOPWStzTaOxVz7uW06+vKlXeesQUdzvJWwrSG0ztG9ooh8fnj9IAD/KiKPIXlJAKcCeGJjeZSFMN1S3IZtpWlkM/Qhj+n7lC3Clg9UhOjnu2YbtkBTcPXTlLzWJUUDXe0dq2PIZN4T28RaKkK/JHxjcal6jjLH2NORFB1b2lOzzpTzdxcd5/qB63rfNa0d3elvfR8C4LkAICI/IXlhY1mUBVHzwbUUOWIn9ZiyfZ/7yixhrGIcl9b6bQu+bcFt1S9kSzFER1se7FKwyePa/gzVcanEPvBUW5bUHYW5cuc+q21Pa7M76AjY7U9ovwk5r3Xqwhkk/5rkHwG4AYB3AwDJfUIuJrmT5DNTKyd5FMnDjGN3JflrJPcl+Z8kd5E8nuTVUutJkGvX8P/PSF6L5AEkbzkcO4DkQ1rJ0oPQ5PXaMpTMHzLLKPGAXqoM07+S5freh163zYzbcGZEwuco1szBK4ErahSTL1myr9UYD2a5tvQFX476+PlS+/ISxqJpc9ZiT21ylLSvS9HRVkePMR3af+bOax3RfRiAP8QmT/fOIvI/w/H/BeCvG8sCABCRdwEAyX0BHCciR5C8Hzbf8fvM4TMO54qrnEKy/NVQ3+HYtM1pInI6gNNL1UFyh4hsZfTctnKruQWcErlZ6uRnY6361YpYjffLlXs2rbsWtgVGrp5zTt30vy/aYhuLqffDnPBr6zh9vw19fMn4Fnop7RjSHq236Gs70CahC7Hp+Tkylm5DW7m+VJTp+b6xG6pjU0dXRM7D5md/zeMfAPCB0HJIvh7A1QH8GMB9ROR7JB+FTd7veQAeOfw/GsClALxVRJ4zXH4EyT8D8BUReTDJI7G5D8dPqjgdwMEkjwJwXQDXAvAAkk8HcOOh7CNw0U8X3xDA/4jI3YaI8Rh1frKIHD9EbD8I4DAA/yAi/0TyHgCeBuCjQ/0gefRw7cMBXJnkwQD+EcBhIvJkkk8AcK9B7yNF5CskPw7g4wD2B/AgETmd5EOHewEAfygipw3nnQngE7C0gWInxmkKHXSuAT19vbRUjRij2Vq/mkbZ5uT5cJ2X+2DJ3BZmSnm+HPLQPMlQGWPk8h0P1dN1fkg7xjoJS09j8NHS1sTWl2JPQxze2sERU6aQ803mxuKcDqX1s+V85+gY4uTazkulaeoCyV8n+ejJ+w+R/NLwFzPajhSROwF4PYD7DWkG9wVwexE5GMDnATwBwFNF5PYADiH5C8O1nxeRwwD8mORtHeXfEcBnh9efE5E7A7gtNs7xIQBehI0z/esAzhlk+bXh/KMA3Hn4e/qkzNcDOAgXOaBPBHAnbBzbaxj1vwzAc0XkAeMBktcAcMigz1Nw0YN718DGMf59AA8ieRVsnOE7DvI9ZTjv2gAeMUaNU1iCQS8VMSpF7LaVb0C7yi9JikNUYtJv2XdCUwlcuK5ZQv+3pUsAaduBtuOuiLUpw1ydLjlDyb1+ytS5Cp2kxwnWZW9sKR2xLKE/1cTVfnMOWml7WnvOiNUx5JyQfhrTf0r0NVua1hytF8VLeRjtTwHcf/L+UgAOBHBZAK8EEKL9HgCeS/JmAPYG8BYA18Nmm/8CABCRC0leH8BpwzUfG84ZXwObqO0NjLIPJ3kSgK9j48g+DptvgwCAmwK4P8m7YHPfPgjgRhgi0ZN0ABGR7wEAyQsmZX9CRM6fPHR3oYj8AMAPSH4rQO99AZwxvP4ogKcOr78gIj8i+XUA+2DzdW37AzjJuP6zIvLDgHp+RspKsiUl5MhxMHvchxLRptAyWuV+TUnZgizVT0tGt0znKrfcuQk9NIetxVZ9DecvRM7aEa5cJ3d3tae1dCyRBpFSRq6OJbbizWtcNsYW7Q4tNwefE1qiDWKvb/0w2iVF5KuT9yeLyHdE5CvYOLshHADgsiJyRwAvBkAAXwJwC5I7gE0e6nDsVsM1twBw1vB6/8n/LxplHyciB4vIEYMTCgCjY/pZAP8sIjtF5CAAfz4cu+2kTgDYQXJvkntj45SPmPm9O0heluS1AVzV+Ox841oM8o+y33oi+7RcAvgygI8Mcu4EcLihRza5UZptIFVW33UtBnRMWWvWbywvZXttm/ppKikLCh+x25kx5Ngb2/VLa9saY3FphMjqco5q6djT3tiuS3EAbfes9sIpZ3GQsli02apYHVtHdK84fSMi/2fy1nT2bBDApwDchuS7AHwVwNdF5Fsk3wTgAyTHHN3nAHjV8B29bxORrw/PlN10+Bnir4rIB4dfZwvhrQD+juSJw/vnD8fuSfK9AH6Aza+8PR2bb5MgLkobsPEcAO/FJur8TeOzUwAcTfKXAbwJAETkmyRPIvkBAD/BRSkQP8dwL94xyHQBgBMBPCNQxyrEbndsK7VWrEuh1Dba0qjppC2RWo7fEu7f6DDYbM4S5CtF6YXK0ihpa+YinS0J3cFag462sTglJQiRWkZrR/dDJB8mIv84PUjyEQA+HHD9tbHZqv8T8wMReQmAlxiHdxrnHGW57ujJ2yNc5w/fuPAYi0w/99VfInIsgGONYzvN1yLyVmwc5el5R07e3mHyetfw+bMB/NwvyA3RZYjIWQCOHF6/EptUkIud15oag63mAxSusl2T50jpKKdZXwl9fffNp595vISj1PohmDlMWUrIV0vH1HJtOvaSpXR9vv6aw9xknUJOeTWCBkvop74Hk0IeWgope8n2JvQzF0vUESi7IMvRrbWj+0cA/o3k7+Ci/NlbYZOre2/fhZOv/PqtmgIqF+HLJXLlE7V8ErQELh3mJtMpS45Yzz1M4zs3pMwlGNaQdvFRwwEsTUg7xvTbUhOPuZ1YOrdvTdFm39brEuQrQai9yc1n7UmsvVmiDiGYdn4uCNRiXki1MU1zdEXkHBH5VWy20s8a/p4uIrcTkf+cufZ1InIHETmnvqSKj9wnYlNoPRG0NE6+hwlqydOqDUfdehh73xO/NeVpmTvpc2JD9CwRWaxJSBuOY6f0rspanM8l0DKi57KnOTmeofXa5IghJWWhVjTe937ufJOc3ckSOrb+erEDSd5NRE4UkRcOfyeSvCfJW82XoGwb08Ge01mX5ChNGVeyqc5TbeMbWveIa8Xu0q+kzKlljYZw+ucqM8b5XYJuIyE6+hy9aT/Nkat2Hw1pxxAZUseVeY9a7V60sDW9idVxfB9zfWt7mhKpdo3F0OvH8+b6QStn3mSuzVJ1zCmLlX/s6+cr2/xwwpFDPun0+A0AvGz4jlplIZCM6hwtt4Dncn9EhCHljDqGGtRUw+Ziri7f5yE6mvrFRvhsW6wxDvJcXbn6AcDhO+5r7acxW4y2bTrf+b76ptfPlXXchW9ooqOrzUIXoTYdzGtdeubqaJZtq2M8J+beh9RhXuu6XyE6xtpTs57a9rTEWCQpMTYyxd7k2FNXHUB4P902HUuOxVR701vH1l8vdmXTyQUAEfkCgCs3lkWJYE25cqWIGfSp21q598uMjMWU51pBhzi1oZNyzf4wlh2if0iuayimM9TKWZkjdWLx9d1eeYkh7WO2Y2qfjN3lKEWIjtuQHha7UDSPhTiVOW0Re61Nn1x7Eeo4xzjU02tq9dXQtIIYmxqqozm2fTq2dnQv7fks9Ht0lU7MbY3mlhN6fk6+T0p9peryDcaWOpbQL2fyz3G+Ywk1wj65SixKYoxyDLax55s0feeW1HEsr9TkGtNfbDra7v/0tS3aFHJva9FyTLQYi7nOoatvLcGe+sotqaOrj4bK0gPfWLTpZ9qqUu3W2tE9nuSzOHyh7QjJp2Hzfa/KwgmJ5qWW4zpvbvsx1tEOrTenzFgDF5tSkEuJ8mLacM6h6m2YQ6LzcxNPSD+tRYxDP3eO6QhO6+gxFm0y+j4LTccwCemn03JtW6g9iL3nrW1NaLml6u3ZT3PLDI3im32v17w415dc8oX2hblIsDkWXbR2dP8Em5+o/QLJNw1/XwBwYwB/3FgWJZHUwZPa2aekbN3UIkT+kHNitlRL6lhi4okxWCFl9ZpkgXSj7CvLJkfPfmrTcU4m1+etx2INJ8IWuXU5+rayei/QppR0JJfiCO6u/TQkUjvVa9t0jCmvxFjcM0O2aETkh8N36N4BwBWGw58UkS+1lEPJJ8ZBG8+POT4SGoWq6SD1zN8C2j35HUKKfqmr/pbMtXOIjr0jfCE6+MbKXNtO28mXQ9irHWOjQCVYWs51Cd16tuGUbZ0zYqjZT5egY4x+JedJk6aOLrD5hTGSfysi+nViKyZ2Wze3jtYTztzDAqUmnNB6a+Crv4Z+PZ0G11Z9bBljNKZn3zQxdSvRhj4da+o758yPbZCqY6gz35q1j8U5W7cWHU091qajWWdOH50b51OWlrowcgrJAzvVrVSm9uByPYBQq66QYynn1Lw+l9AobK3yl0CKjGbf7K1naD5rCNOIaW+9ptSQx+Yw9HIa1jQWU+taUn/LIcZ5K0nvyO7Yj0vo6JqTfTr2cnQPBvBBkl8keQbJM0me0UkWpSApTmDp/KLeg3rEdHjmcoyWQgkHb8rS9AMuHkkx/+auMbFtw02jGbaya98Xn44l67DpOa23JOaEFhLZiXXmzZy/uTqW0L9r2pqW/bQE26JjiTqnfdXXT2ulMdhy20vVk2JLXOc0T10YuFunepUOxOa52q6fsqTVfSnZQra0aqR/5MgVY9Ri9evN2GdzdPQdq6FrjHOTKoOrHVs6e7Y2Ke182hwI26Rbs8/WKnub7Cnw8yk3Je2NebwVvn6UoqPP7rS2NWb9MdeElOWyN3O2uktEV0TOFpGzAZwHQCZ/ypbiiyK0yE1qQUj0yPcARanJtyc19QupJ5USTl3pPLMWhDwMUkPGln01pK6SC+0W5Mq7ZGd2JDbPcg347GftOmqQkvrUul6gk6NL8l4kPw/gywDeA+AsAO/sIYtSB9PY1to6aU3IAKvhpKXmN8VcY9bRqr1651yvjSU8gFI7Gtljgm2lY2mm0cKlyV3Cnsbqk3sfYm1qa6b6tdgVaNmnbPWG1N0rR/cZAG4L4HMicj0AhwJ4fydZlERic2ZSDFJqvbGUrKvEoK+VR7m7UnK7MvT6qVNmGuXY9u2xwAqh5IRXq5+WLHNbxlKME1BrYV6qLp8Ots9q5cOGytQLnTPc9HJ0zxeR7wDYQXKHiJwE4IBOsigZuAZXqchg7GCrnXA/pZchaLXNVVM/X6pDihPY0xH01d16u86W8xd6TSqutmy5I1Abl37bskuVKue22NMeqSklx30vWztHio6+FMYSpMwbvR5G+y7JywF4H4DXkDwHwE87yaIEUHrbfM7BsuWYxT6BGUvt1IBYWj5wFppfXVrf1o7CVNeQdBpXrmPrrfOYh0pCz63Rli1SlGLSF1Ij6L56txHzXvnsacl75sLVR2PmDJdOIY5Qq35qLsJdc1vJOkuVE7pI7hHwidWzV0T31wH8D4DHAngXgC8CuGcnWRQHKU+4bttkUNuY96bmlv0S9APi5LBNjrZz1rBt1zuVocW1S+mDISzF1oQs7kpEgM2UnRa5o2O9MXLGktuOrXaAlkRve0qRPl92QPK6AG4oIseTvAyAPUTk+12EURRFURRFUVZHr29deBiANwJ46XDoWgD+rYcsiqIoiqIoyjrplbrwaAC3B/A9ABCRzwO4WidZFEVRFEVRlBXSy9H9sYj8ZHxDck/oD0YoiqIoiqIoBenl6L6H5J8DuDTJwwG8AcDbOsmiKIqiKIqirJAuD6OR3AHgIQDuDIAAjgXwcun1ZJyiKIqiKIqyOrp964KiKIqiKIqi1KTLD0aQvD2AowBcd5CBAERE9ushj6IoiqIoirI+eqUufAbAHwE4FcAF4/HhZ4EVRVEURVEUJZtePwF8roi8s1PdSiCH77ivdRXU+1dObJi/KHPchW9gyHXbpCPw83qG6BiiX+7vsk9/BjLll31cspRow5zfeC/9K0W2Mkv10yX8opJLlp7tWIPUdly7rQG2y94saSzuDjrars+10TZZbDr2cnRPIvlcAG8G8OPxoIic1kkepQAxv0GfU8e0g4+va06GpQxXKkubCM3fN1+aI1IC86dM16ZfDWr+7v2S2mApcuwu2Jy+JbdBSl+1zZ1r0xG4qC3H61vp2OvrxW4D4NYA/hLA3wx/f91JFsVB7KRV+zfMaxAis+nUbZOeofpNFwzbpN8ca9Jl7bjaaWkTfmp/0r6YzxLu4RJkqE3NBWvtOmx0cXRF5GDL3yE9ZFH8bNOgzpFzbgDa7oOrvpr3K2eSnStjW/ULcc5zFislHK3pQiL1etu1rl2UnguWnHpjF50h19QgV8eesodScyza/lqTW69v1y4leFDDCSw9FqdR2KUEgELqbZq6QPIIEXk1yT+2fS4iz2spjxLOkg3ylBI5P7n11yZVx9SJyzTgtcndpi7loNfaRjS3YVNlSvm8tDxz5dbSMabcmtvBve1NbVrq56qr9n2qqeNS2riWjjHl+hYGJfDJ0jpH97LD/8tbPtMv9N1yaubojSzFcIzkyuO73mcIWt6HklGPKaX0m0YYSk2uqbjKy81fD7ne5+C7HIjSk02OnnPXmhGkab5mDV1ctLBzS6Kmrq58/1JRSNdY7NV+tkWXb6fGV46v37fU0bUTOBcgCRmzpcb1Yn4wguRjReT5veVQLoJkVOdoHfnzDWYRCXq6NFbHsV4gzRmbEnK9756G6Hj4jvtKK4Nn6hijn+3c0DYcnxA2Daxv0jTrdRnT0GinOYHNGejx89ynoG31m3KYx0wZQnR0tWXINbHtOJXNV7/vgcEceafnhrQjEKZjiq1ZCjH2NMbJCrWlZplz49VXl+vcVHsTQorjWULH6fmp9iamLUPsUIjNSdURsLdjr4fRbFjTGZT1sbSHS4Cfl8n3NGjO9o8ZuYgltW7zujn9SmxxpRj13H5hluF6QttlKG15ZimR1PF9y21Nl462yT1FRxe1FlFzfTbWYa2RClObULmXak+nfXBOl1gdXBHCmGtK2Rvzz3ZOSH0hgYIefTFXx9jUqBo69vp6MRtBKw1lubhWbVPM7cZS9ZXANoBdTkxIOSUMVamtm9DtrdxITI5+rbfaRgNdKzWjNVNdXNGvuajYXH+LvV+1nLDQLerYsmyR/iVsc8/RU04fczY1Z85Yor6Aexyan5nHbZ/7diZ66m/qaFuEhqRkhERuzZ2nlDlxSakLXxGR6/SWQ7mI3K22kM6Ys0XhIzZ1IWXbdu66kOttZZTUcW7Le66+Of1iHeOYa1K2vH2EGN6Ya+fK8UUycrb1faRs2ZvXTbfsQxxj32ep26Whsk7Jbcu5bVTXOA3VsbY9XcJYHFMXfNS2N3PzhssRW8pY9F3rKsO38MtNXUiRsVc7unRsmrpA8vskv2f5+z6AX2gpi7KdbOtWnoucSNQSqNUeNe/BdKstxTmI+cxXRysdQ88fmYsKz2GmRtSk5VhxpbcshbXZRhux2/82bO23tPviksc1rm2Ob+1+mnPPfDqE2q4Y/Zo6uiJyeRHZ2/J3eRFZUhqF0gjfgI69Zgm02tZd0j3INcqtMOWplRJi+6yVk5SjY057tXQARzlL9aOSZbUidvGU07al743ZP2PL35Y5Y9pPW9Tf267mtmNN26HOpVKdnC1jFy1zlOYGpO/9XEqEz2gvVT/zWtfnS9EvlFDnIUZ217mtJqWQPHHXNmdITpxPv6XktrocvGl6RoiT1LMdR3z5mzVsTS39fOkTqVviKbmbPUm556k59D3a0XasxLw/LTfUzqijq1TD1wF9uX2hLMGozQ2ynMle9WtHbApDrLO7BObG41S38X9qLp3veGtctsacpEtsi9ckZCymythbt5G16hjjzOeylLa04RuLqbuhIfqqo6tsPUvPt8plaZHPGvRsw7kHqqaTq+0hrdh6RnroaKvXNglPdYyVMzW3Nxebs27KY0apU9txqTamhK1Yuj3ddh1znPkYObdJx9Q2DbU1S/oeXWU3JHebZWlOYGxO5LZRQ7+QLa/emM4usB39NCYf0uYQ5ji5rfBFasf3Nqc2xSGfOspmGUtmyWNxLq84NLd423Q0c3hjdxh8LGEcTo+HtmOuzi691dFVipLSUUs7fD2Nlvnad00ISzFYsfrlTDo9aLX9Pr13S9S9xOTaQ8fUBdic87+NlHQeehGrw7bpmGJvcnVsbW/m5gmbvYghRh9NXVAWwXRiXPrWWSpmVKnXFm8tpvot4cGdEGJl2sZ+GiKXLVXBlbaRW1ctUpzdWP3MelLTH2qzbWMxJFXGvNe5Y7F126XU59IxtP2WqKPrHFf7lqhTI7rKYnB11pYDdTQoIYPVtyWTWq+tnlJMdauhX80H13qybdHpFFwLMN95KZ/3JCQnMFb+peq7lHYKsTUjMak1c2WH1Nlrtyw25cmVatFax1rtOB7zpRblyqUR3Y6QPArALgDfBXArEfknkg8WkVcMn79QRB5TsL5dIrKzVHkl6T1hlK4/Z9CWdm5r1FVKv1oRh5L30aVriOM0V1auTLXTfmzlz93bpetolh9bb29bNUcvW+OToWZdrRl1qRGYCF1wmufUvLemTC3bsdSu52J+AnipkNwhIhdWKvsoALtEZNfk2MkiclCl+qIc3ZSfrKy9VeKaeE1ifwI4pj4fJXQvqWNJ/Uq1q1mnq9zUn+QsmRLikm2ujWr0U9vYKrWbYBLi5JVuR5eOPnlCmTonc9vksToexjY/AVyDGm0YU18IuXan5ZxRKnAwV26oHTDPW9q8aI5FM5XIV2dMX1116gLJI0k+dHh9FMmdJP+d5NtIvp/k5YZjbyP5TpInkrwSyX1JnkTyjQCOJHkPku8l+QGSdx3KuzfJU4bz7kTyCiTfPpz3d5P6/5XkMcMfh/JPInkMgAOG83aSfCbJhwO4GcldJG9G8uTh8/0HeU8hecRw7GiSLyB5MsmnDsduQPLdJN9D8snDsQNJnkbytQD2btoAASx9lR+zRRS7tePa4kmNlqZQYwssVr9cQtMxQsuyvTaj0CnUcLpT9U51Jms+LOOjhI7j+7koWC8de1A7XcpWX0zEOeRc097k9uMcYsej6/w5e9O6H9qczJxdrLGdzLHo0ztnkb9qR9eFiNwTwDEADh0O7SUidwPwUgAPH45dDcD9ABwN4HEADgGwE8DjSe4A8CQAB4vIwQDeN1z3OhG5I4DLkLzNUM45InJ3AF8HcHMADwXw8uHYpQ25XgbgTBHZKSJnTj56BoAHALgDgMeQvMRwfNcQ/b378P5ZAB4iIncC8Eskrw3gKQDuPch33YTbBaDe08m5OXGlnaaU/KlYJ9B2rJXh6qWfr47STCe8FEfQly825wTFPEARg3m+WVfqfbQ59qk5yebCILZfTyc7m+MS60CM/1OcOVed03uUO26X5jSbC4ESxN6nWJsTslixtWHJ3anUxbzvnFB74yrL1DGlr83ZnDnm7nOsjq7rQ1h7ju40/D6Gsz8x/P86gH0AnAvgY8Ox0wEcPrz+uIhcQPJqAG4K4Pjh+NUAXBXA2SJyHgCIyIUkr4+N8wwAHwVwA0d9+wF4+3DstEA9rigiZwEAyS8PMkzLPm/4f2MA/0ISQ13XArCPiHxluPZzgfUB8DstS8hTq5UmUDv9IoYa23Y99IupM1a+WukJqZhbcOZntteh5frq81HaeZlzcnvicmxz70HsQsAmQw25lkRO28e2W4l+VsIBHI/lRjh9n8dQYifKFmGdfhbiwLrK9J2TQohea4/ongvgmsPrmw3/bc7v/pP/Xxxej3m53wZwJoBDh/zW/QF8C8B1SO4FbPJ4AXwJwK2Ga249Kces78uT+m5hkdmWG/PdIZ3iEtg4yuc4zv0sgN8e5LwVgI8AOJfktUleFsANLWU3o2XkMpecySxlSzS37JSySsvQa+IpXZ5Nx5x7X9ORyXW6zImwRB+tQUi5tiiWbYt0aTZoTVFhH6UXCCnUXJCl9q1p8GhJC8YS2CL6sTqmRsynrN3RPQHAXUm+dea880m+C8DvA3jZ9IPhQbTnATiB5EkAnj8cezaA95A8EZuUgpcBuD/J9wH4sYic4qjr5QAeQfKdAH5s+fyrJN9E8iaTY08B8FoAJwN4sYic7yj7SQBeMch0DIDLYJP28FYA/wTgK967UJElRYJL4FuVt857K0FISkht/Xreo7kIRgyuXNol4Jp0tqX9Yre0p87D0sdgDKYDv0ZqLqh74ctJnbIt4zGHmHSWXFaduiAi3wdwe+PwruGzo4HNg2AATheRJ0/O+Q6AIyblHIOL0hLGY28B8Baj7Lsb5xw9eX3U5KOdFnFHuX5ncuyg4djHAPyqUfaRk9c7h/9fAHA3o9wPAbilpb5gbBOFy8jmJIzHyFO63DkdfXXObcmkyFpax5jJ3teGS9UvldIRFDPndUk6mrKUmECWruPSKJk3WcrJXUIb1o5kLkFHk5wop41aOqaW67M3rXVctaOr5GGL8pXOwepNzENHKfL3Nq5zD9PYHkaKYQn9ITQnLNTRqzHplnaibeX21rEEsXKF2KScLfMxIlwighozFreV0HzaGF2XNh5DF/s5ObtLwDY3pOpZy96ElrX21IVZRGSXEc1VPCx1UJamlZ7jRNp6u3sJ+vUkxPCmpCy0zgF19ZvQfL+SeZO5xDo/090Wn0w5fa9GBNVkCeOjd/0uUuQKuZ+l9S3VhjHjqqa9CVkg+84rJdPcQjb0nu/2jq4ST0ye3BKMeCohck91rO2s1jDOoectWb/pAw9z24GutIzcfmo6Xa7PcwjRMyTqa54f2w9cspXW0VavOemZuY65/XTp9mqpC8c5Ws0ZS78v0+h9bj8d/9e0OSnM5cenRLpd4z4UTV1QkgjdvpmeX/qBtJLbfTGyxQ5a16o0NVqRQuy99zmGtlV9in6usnIJKdcX/bPpnhOhMLfAWzC3VRzbH0zneC56WiKnb04Om5Nrk6PUOOuVXlDabrrqKG1LR3yLwJA5w9WuqbKF7gTMlWPKOv0fcq7r/FJRzJCyfMSkm8zpaPs8VMfQ6LyvPI3oKkGkbOO6nI3cyb6ms+Ar2xdJmytjej9CIxYltqXMMkLyGX0Tq8+pNf9C5avBXAR3Sq6zHXN9jAGfw3T0YjDHYqjMrutDrkml5DZoyue2SbpFZHVuLNpky62vJa77ah4LHbM5UeCYa23y5KYGhTqVsYGY8ZqSOpqLzdAFaoiOc3LOOceua9XRVYKZcwLXUm+JMnMdgBjntBQtJ7oW+sVud/nOD5l4fNf70gdyiJ10QyYK34LM124xEaBYzHpjFqSmw2jTceq4TxcQuVumqaxpLMb00ZgyfA7c3Fhc4rwxt6CyjUVXX229aAkldtHoW8zH6KiOrhJF6go1pxzbJGSeU3pg13R2U84rHbkpHSmeO7fEOSmERMVG5ibMuUlnLtWh9mJwrvxQp2A8d+481zkhC4QUYtoxZ8t2WpfrsyU5EjGy9BqLIf2i5Jzhqrc2pZ3dufPmUiZqzIutdQTckf3QstTRVaJJ7ei5Eba5Ca70wC5heEPKiInyttSvRBk99TPLTj03JIIYmr7Qy0maG3uhjl3vlJScOucitGbUd3ydWl8OsQuEUFu0hLEYQ+qcEZImtpTIrsveuHRfwljMlcE27qZ6hy6+p9f52DNISkUxiDGac+X48OVs2SJoNXPmQphbdcZGmkJyTGtha2OffjE52HPt2Is5hy/mfJPcKGMOY90+GWLHou/znu0Yu0Dt3edCCBmLqXam5VgMnTdix+GU3nNADGvsqyYh9sZ1Tqm2VEdXqYIr0bzWQG3tRMzlbKY6E3N1tDTisQ8hxd7/3vrZqDHRuxyJVkyjW3PObiimwxIa0W5FzKIrtkyz3Bq6hpRfciza6mndhr7+VHIs9sR3j9em42gjSo/FqR0bmStbUxeUpuRuyfkchlYDPKSeXFl6Givfdt/0nNhreuFzFErJXDsiEULMmEjR3eV89dreD6m/VBv3cgJb2JpSZdSsp4Q97W2fYm1qSXqkhNWcI2LHozq6SlFSnKSUOnwsZXvHdAZ8OUbbyJLzNecwowHTPC9brqZ5zRyxW801cNXvixbGjk3ffaxFyLZ2KRlskaOl9+cYW7MEXUo7oWYbheYvlyJkwVn6vs/tGJXe8ZzuEtmO12Bul9Q3NjV1QamObdKPGXhLMMY+SmxLmzratmV65UDW1m/8vKZ+rv5WcuKPKb9ldMklV4oMrnZsnTYUch9L6Wg7HutILYlYeWvl6oYcNx34GFlC6ugR5fUtOHPmRddY7BGtt+lQ0t646nChEV2lOqVXk72wRR7MCc9nXJd+D3rp1zMC6LumhBPce7s0JPrZawGVS8i97ZkbnUNOlHMbbI2NUrnGSyNkfNWOKNcipc1qyecrVx1dpQg2B8lcsZbcTlwCreTImfRyJ8wWtMqfM+tpqZ/vfY36Wjt2qSkeJeqba8fcdt5WZ3nJ9MyZHeuulS/cO2I81lvzHpvpXT30jKlbHV2lGLbJbgmDPoQly1aCFP3WdE969EOzztoTQo8FoE3HVGIitDHXlbznPSf2bWEunST03JKE7GzEEJuvX7K8lHpidVxqH5/bVXShjq4ShK3T98yxdW2Z5NTl0tFVZshDB6mUNsxAXhv6ykihtFGe/g8tt4UhL9lPUxzBbdMxtb4a15jXr3VrvZWtyS0zlxp5/yF19U4lyGFOR1++se+6XGJz5PVhNCWY2AFbe4DXMJhL0tHcMq3pOLR6Wtesd6xj+j6F0HYwdXXpV/Kel86/S1kI1HaAS92n1P42146lWINja6OVrZnW1zqlZ6y3FT4da+bq9uijLXdVRmKcXY3oKk5qRk6WMmHUlKNkTvISHvTyPaiWQ270zxZVcBGSUrPELbsUtm0sxhDS5q2ctlDWbmtMOaZpHra/nLJ7UnpeXKK9yb3XLp16tSFFpEvFiqIoiqIoilITjegqiqIoiqIoq0QdXUVRFEVRFGWVqKOrKIqiKIqirBJ1dBVFURRFUZRVoo6uoiiKoiiKskrU0VUURVEURVFWiTq6iqIoiqIoyipRR1dRFEVRFEVZJfoTwIqTw3fc1/prItvwSy7HXfgGhly3TToCP69niI5z+qX+3KopU6nyYvUD/Dou5deUALs8pfrpkvVcm46p7bh2WwPUtzcl+kBNe2OWmSJXSR1L25ux7G3TUR1dpRjm76XXqmPawZf8++ilBnVNHVOMlnnfl+ZQKv1YqtOmLINUezNeu2ZbU1KvVnNjLNO2LKVvSFmauqCsgtrOYM41PQ1OSN2mrKm/Rb9E1qLH7oCv3y3Jucld+Crx1LCntfpUjnxLsr0+OXJ1bI06uooTl9PjMhC9B2mqQ2rKbStnel5PPXN0nGK2oe2cHjqWasPcMmuR2ne2SUeg7ERoRvSm521LH51eG2pPe1Ojn5rn9LSnpcfitB2nn4fqWOMe5Og4/e87J6aeXnZKUxeUIJY2kdYgVkfXlknte5W67VNKrqXqN147V+YScj5r6hjjSLnyFUuQq+Ooiy1VJqaeGjrmlrkt9rRGP42ta8n2Zrw+5bNtwXd/YsdiSWLSM9TRVVZFy4E21jeSkhcV4pT0zLfKrbfFVnRqbniog1RK1pwcdt+1c/2j9eQz1tny2qVOsEocZju6+vtcGb7zSrZfqr2f0zG0LN+9mOpZ05mvVUaMzHNtThHnw3XKbg7J6M7RchLw1SUiQU+XpuiYQuiK2HeNeW6IjuPTszFtEtKGIZHDkDp9Bj+0DX1PCNvkSZE9xODGGubDeJ8iT0GP5ZnYHtz03e8YByImiprSjrby57aKTblsi9BQHc3y584P0bGVralBjD2NnQNS5owS9tQ8P7afbpuOqfYmRe7Qa2J1nDvfpaNGdJVijJ1wGyMeoQOuZPQwJGdrek3OfTWdHpcMOW3ocjJSZKzN3HZ4rEzTyMn02pBrSuBKywjRczwn1FEPiRLltuXczkaokz13ru+6mmkdIeSMpd6E2NPcCGPKwroksekyJexbjl3NmTtccsS2YW6fdtmcuXurjq5SjJBt/BJbNi3xOQqxOvbWN8aJGc/36Wf7vLeOIcS24XhNrFFvuZ3uqh/wb+Harpmb2Mw+3WKL2CzTjODa+qQpl2+xN71+PNabtdtT24KklD112aYe49HXjr6xFroj1qPdbWkRc4EZ22ex88u0PvOYD3V0lSqEGJXQLXJb2dP/vShlOH2DdmpEauAru1QbjueZZU//tyB18puLiEwdLbPsuXJbYDqDIeeP2JxD0xlcgkNvTqIh1/hYmgNZ8h4vTbcpJe2pbdGSu+sUI4PPXpQo33w9tVG2Ni49Rm2LFpetiMG28JyWbZ4Tgn69mNIVX2dNHZg9J12TOQfDtQ0zJSTiuFRiHCzzuhqM8rS4f7lbhql1pl6Xug0J4GJ6xqRC5BDrtJSyNy6noichbWiLcoeUWxJXeaEL5hL2NDW9JZdaOtrqaW17Yom1Oa5gQoiOGtFVFsncQO8VCQyp25zga67sS1DiftrKKBUNrkVM/VOHyrc97qKHs1sichXrrLbQs/W4cbX9Elm6rTEpGV1dmo6x2+spZfZmSTr6rlNHV6lOjYhkD2fXVbcrj8i8Lra+XvrZtvfnrgvNpbLVtxRsixlXBCwmZWMpjpFLP1s7xaakLEVHwO6QzvW31Ohz634cMhZd17m2s3v00ZD2iL0mpL6l9VMbuY7eUnQMacNYWW06hvRfdXSVqvjyP4Eyxqs1c06uea5rIM5Nrkt0Bk1yo1xL0TGkn26LMzQlNBfalhc3Tb2I3RLvRUy+eWrawxLsTsrnrmtapfKE4NNhm+eMKbE7grH2dQk6unAtPlN1DB2T6ugq1aixsrRNWL3yrUIpcR+WnFO2zfpN6zYNr02unLzTJfTTkIkhZ/FSYmGQiuv+Tp19185FrJytdWvJEvppbbZJx1L2tedYdDFdTOfWo6kLSjNiJ8jcQexLG6iFS8eQvFzX+T5a6+hrw5S81jl6tOHInENmM8Q5DuDcsdKY+aWuc3zpKkt2AgB/qsn02DQ6nZu3vG1sw1g0cdnTbZwzXLiCNjWCBz10tPU7c+GZu6h2vZ+i37qgdMfcOtvG7XzXtmjoexdLmVSnbWTb6kzVbwmEbsvn6jjet56RXN/nvu39EGzOZssFS0p7TP+HYOqYE42qRUgbLildAQizl745Ykm6uDDl9y3KzNe29z6W4riHnlPbNmpEV1kMrm2MJRqxuSiSeY75PkXH2JzCHEL0s10DxH19z9KchDlSdHSVs1Tdc3TMybtrgc25nUZ5l2hrUgi1NUvUt6a9cV3fitTFmNmWKfeoFbljKVRHsx6fjuroKotg7iGEVgY5xpCk5PXF1uubsFKI2ZJuod+aWIujFPuwjOuzpTm5Iaylny7JnsY6ZTFlz33mK3Mb+qcrZSO0ny45sjviknFOR1fuvQ2KSLBA2wbJnQAOA7BTRA6aHD95fD+cs1NEjiJ5LoDTAFwCwINF5HON5NwlIjtJHgngTADfAbCfiJxI8hoAHiIiz2ohiyFXdOeoGcXx5fuYiAhDyvTpmDsZpN4HV96WSYiOtfTLaeOS+gHA4TvuW92I2SLzvi16n47TMZKjY0mHxZeTbfu8xlic6lgjR3g6cbrKD6nXVk7uWOxF6bFIUmL6TAxLsKfA8nTctrHYQ0fN0f15zhSRgwH8CYA/nX5Asvq9EpGjReRUAPsCOGQ49s2STm4LPWrRenWamiBfOm+vVvQlR7+SlNSvxv23lTWXQzh3fq48JaP8Nmw5kdNt/5B74jrmoqZOrsiYLw8yJLKtXBzX+Eu9XyHjOSa/s5SzVrr9feVNc1hNXWuNF5uOuXXNjT2XjjZi2nFrnZ7KnA7g2iSPJPk6ku8AcHOSTyG5i+SJJPcFAJLPJPn+4dg+JPcf3p9C8ojhnKNJvoDkySSfOhw7kORpJF8LYO/h2FEkDwPwcAC/S/IEkvuSfPXw+RFDue8nuf9w7IMkX0TydJJ3HY7dg+R7SX5gcuwUkn8P4K/b3cb61N6CixnYoefGDuiaE2qowY4x7D30a2WUc4xvTm6k7/6nLljmyrXRYys4ZfEytxjw9cvUPEplntQ29OFakJWQIZbUfuqLDJfqpzlM72spHWMixXOLgDnU0bVzRwCfHV5/V0R+DcAFAK4lIjsBPBrAE0neApsUg9sDOBTAuQCeAeABAO4A4DEkLzGUs2tIl7j78P4pAO6NjVN7XaP+lwH4FxE5dDxAcg8AfzCU+wAAY5T3ygCeDuDXADxiiNg+DpuI8E4Ajx/OuwqAZ4nIH6fdkuU9qQuUN1oxWyTjZ7FO4NzxmoY4tg1LOUKt9BvrSjXKrmty0wRCc+pCyI3qzEVOQ2UMiUDlUKKM3PvumpxDFz4+lmBLW47F0Dq3yZ66ZAgNHsx9VqqP9CjH58CnRN9DHGVXubvrw2jTXKm9AJw3vL4ZyZMAfBfA7wO4C4BTh89uCmAnyV3D+28AuBGADwCADMnOJK8oImcNr78M4GrD+Z8Y/o917SMiXxnOC8kFviqAs0XkfABnkbzCcPxbInLOUM4+2Di0NwVw/PD51UgSwDki8rWAen6Gz4j02rabOhwlZHBtt+YaqtC6YuuIvfclnDNX/SX6gcsQtri3NlliJ+WQsnIdSt+5uX3VvL6EQ5hahmuyitHR1T9j+6zvvFQnN8fWtKCWPa0lQ6lFY4lrYtox16bbrvXZm5T+OrczZdZpMqdjCXthk8vF7hrRvYDkFYfXB+EiJ/RMETlYRH5DRL4xHLtw+P9ZAO8WkZ1DVPeBw7HbjoUODuV3h3SDSwDYD8A5w8fmgwjnkrw2ycsCuKHx2fkA9jCOfQvAviQvMaRNnGsplwC+jc0DbYcOcu4/OOEXoiCpBmKJUWEbqXLW1K9kuTlyzhnUHJlKEqOjaXhjt0PNekOOlSKnn5aecJbS96eTu81xrlVvCjnjcBtsKZCeUuC6rueCzEWqji5ZlrAjkkJpHVMj5lN2l4juL5McI5xvA/AkAG8leQGAzwE4Zq4AEfk4yW8OEV0B8K8i8jKSZ5N8P4AfA/hNbFISXouNo/piETl/4/9ejGcAeOtQ/1eMzz4B4NkkXwfgCUP9F5B8EYD3YeO0Ptoh54UknwfghOEp30+5zm1Fy22kntRyAJfC3Cp/WyndJ3PTHGoxOrZmP13a9mgurqh8y2hjbUruai0R35yx5AVZqgypOpYewzWw6RmbAhFSto9VO7oisgvALgBPtnx8B8v5BxnvjzbePwsX5caOx55kFPMxAL9qnHPk5PXO4f+HANzSOO+oyds7Tl4fMXz+KgCvcsk8KfsYGM67qVssqZN3jQFYy5GY24pxGaYajrxZX62teddnMfqlpmQsyTjbnKMSaR9L0LFmFKs1rnZxjbsWOfyx2PpGTEqFWU4JeVr3i1R7kxPJLaljbnmlgwZLsjdAmShsSVbt6Cp5zD2IEXLN0onRMUW33obHzFv0OT3bqB9wcR1HesmWk3PnorSONZykUosDk2kagm28ztVZIpJbQscUe7ptxGxbb9tcMWKzpYC7HVvnHZeihn6+ckJlSrl+d83RVTII7dglHClXWbVpaYTnEvtz5cl50CGXUTebDLXv8VyUz+VoLOGhnFBc93VOx5Ftyg81H2YJbcee/T+EJTh8vcZiDDHb+TXtaWiZLrtXUpZa43DOrvjOK00JHdXRVaoSOthDymlN6FZijjNnTt4tSdGvhlOYW5b54FEp478E3UZsOsZea5MjdnzW7qO2NjRlnEufyV0Uuuqq6fjGjsW14rM3sU5jKyfMVb/vmtzFv2/OiS2rFFMbZas/Nq88pK+HlqWpC0oSc5ONeY5r63UpxBjUuRyykjq60g5SygktI+RemHKlbE26tqJLYuuD0/qn54zyhOjmq8s8fzqxlXSWzPtnc8ps7Z56j0P64VwE2YftGlPH6XtfXrX5OoTQe5SjYwquNixpa0qXNcXXb2IdxdwxZLOnuX117t7Fzoux0WjfHJR6v3xpCim6+sbqHK5+E9OOzSO63PCLretV8igVISs90dfAV+6cE+iKeuZG0lIxo39zuqXoZzs3VLeazoIrt3OuzthIkisK2CsvMfSehuoY0ldbb/PH1hezWIzdIq+FGdW21b/t9nSOUccQu5SzgIu51rUgCz3XVn+ow5+iY0j0NxXXDlNOXT5Z5xYAruuaO7rDd7r+W+t6lXx8gzl1KzX0fJez1mqCja3L5eS4BqMtCphSb6psJbDpZ0YWbTK0cHbn6rHJGbttGrNAKjXxuO6v61xfO6ToaLtfsWWG1BnSjq4o9lxEbW5MztVdy4Goca7t/BZjMcY5DGHabr3taUidKdebOtoit673LedFH7axaB6b6ubT0aZvqP3rlaN7CskDO9WtZFDK0MdGnWwr++k5NZzB3DJjdGwdMStRXug9ij2nhpGeu8chEQTbxGM6U74IXI1+GkOqjrbzbO9dx0oRGh0L3SKf2xL1ydG7LU1Sovi5ZcXS0p7OXbcWHX39cKnz4lgO4E4XMp3Y3Dp7OboHY+PsfpHkGSTPJHlGJ1mUSFI7XeyK17fyKylXKiUmjdjITUkdQ2QzHdCUSSMmjSHE0aiFKwJYsg1Tzi9Jio62KIz5eonEjE9b316SfiHjLtaezp1ba8FZ6/qp/Qjpp7V1TE3fihmLvdKKSvcl1+chOoZEdfeclbIOd+tUr1KImCikL5eshJNUOldtSqzjVcMRrKnfHKVybeeiqb2jY3PtHKJfiXNy8Okw/azVWOzpKMbomNImUz179N1abZiaA12SuXkjV7be9qbEWFwDsQs1G6Ft2cXRFZGzSR4E4IYi8kqSVwVwuR6yKHUwDapvC7REHa0n1bmHBUro2Dt61rINe0dxbXLE6jhNr5nrHy0p3Y42/Vr11bFuV/TVjOiVjCD2alNb+aXHoq89W2Ebg6Ud76XYG9v7GvNiD2q1X84iukvqAsmnAngCgCcOhy4B4NU9ZFHK02KgtRrMc5NMzHXbQg3ZzRSIJRAa3QrB3E5MKSOXlL6aqmNoGaXbOvZ+5t5/n2O0FDu3TbbGdR9L9tOaZSy9/qXqWFIum/2ZK79Xju5vALgXgB8CgIj8B4DLd5JFKUhpw2ybKHvkJOXiG4wpOtYmduJJ0a+lg2Srf6zH9meeZ76ew7Xl2tLhN6NFLh1LUbv8aT0jtn7ka8MUbH3FJc8S2DZbk0Ks7eg9Z9jqL5kTbttlqdlPUxfVqTqGyO5LY+iVo/sTERGSAgAkL9tJDqUBrq3O0IG3TQ+JmI5RCR1tkbRWk2sp/Wxlmcdrt2vsQx+x8tjulcvhbdmHffd9nHxy+2lvZ8+Xy1lKR1fZtYgpe06/6eex9rRl2/qc1NL21DzeCttit4SOrvJ76ziSIocrMBDbh3tFdF9P8qUA9iH5MADHA/jHTrIolYkZvDmrvhbMOZs+41MyX7AWqZNe7SheCXL71ZIXXCOxUZxabdZym3bp/a41roj2EvvrlNRF89L1CglQbFsfdi2aXMemx3Pay9eXffewi6MrIn8N4I0A3gTgxgCeIiIv7CGLUgbTQbUZ21KDuZdRCB2gNfISUxcAsVGhKa3uc8vFTW76QWw5rSfh2HtZ2vlvRal2rFXnUupKyWdsxTba0/H6GueWYqpf7fp79iVTP58svR5G+yMAnxaRx4vI40TkuB5yKHmEGKDYlffUQV7CxJJiZEvIXTqfaimT20gPB6lUv5pGEn2G1tw6n7ZDrP6hY6cXpXQM2VGIbb+SznwrByKXORlrpkHF5s+WrMuld0sda9fdop7QsTie2wrbzmFI/b1SF/YGcCzJ95F8NMmrd5JDycQ1uEoZ0tw8yRKE6FiDFttcJaKWpeuu4QSWwlaXb1Ko/QCIrb6pM9ji3vRysEvkh+dev21bzlNqbqmHOrsh/dN1js3J9bGNOpaiVj+NcXZL6hiTMgEAFJFilcdC8uYA7gfgtwB8TUQO6yaMcjHGhwVrEDLwcpzl4y58A0POq6kjUHciDNFxql+qU+sz2iX0c6W1xLZhTB74SMg9iZm0avfTkjq2ynGtoWNoP1ySji1tTWrEcRyL5phMsadz9zwniGFrf9tOi69fmJ+10jH0QblccnW09QNXPSa+h9F6jMVeEd2RcwB8E8B3AFytsyyKQcrTn9sW4agp7xLuRcmHNmrl8JaKtqXmMPu2P3s9zFWinh5bizmUjtC2mlhD2QZbY3vIKMdp9v3ZrsmhVYQ/ZywC7cZjro4l5extg7pEdEk+CptI7lWxeSjtdSLyqeaCKIqiKIqiKKtlz071XhfAY0Xk9E71K4qiKIqiKCunaUSX5JV8n4vIf7WSRVEURVEURVk3rR3dLwMYKzQThkVE9msmjKIoiqIoirJqun7rgqIoiqIoiqLUoleOLkjeC8Adh7e7ROTtvWRRFEVRFEVR1kevb134KwAHAnjNcOi3AXxURJ7YXBhFURRFURRllfRydM8AcICIXDi83wPAx0Tk5s2FURRFURRFUVZJzx+M2Gfy+gq9hFAURVEURVHWSa8c3WcD+BjJk7D59oU7AtC0hYVx+I77OsP9vX/pxEbKT1Zuk44pP+fo0m9puo2UbMOQn69sTepPq87106Xoafs1srW1Y6qONdrQ9gtjOffL9Wtyak8votZYLPlLfrXaMVfGXjp2cXRF5F9J7sImTxcAniAi3+whixJPbYM1/Y3tJRjH3oN6CfdAyaNWGy7NCaw1ZpemZw1SdJw6t+P1S79Pak/tjGNnzX29pI4xZTVNXSB5XZJXAAAR+QaA7wM4FMDvkLxkS1kUJRTTMIYYyuk5vQ2rrf4lGtIaMvW+9y1Yko41JumpM7cUcp210M+3zdbUkmEJeoWSKmvJdqxl35c0FmNkaJ2j+3oAlwUAkgcAeAOArwDYH8BLGsuizDCulswOtUQnCUgbfDb9fOeN5/YY6KGymtdsCzkTRKwz3/O+pPZT27VLmnhGcmTZFj1LtaGtHJutaa13rrPmu36qn2uOaUFqvSHX9dYxd54K1THm/Bx5fIT4I61TFy4tIv8xvD4CwCtE5G9I7gBwemNZlAiWMsHUItXg2QZZ7XuVEjWbbvutuS1jjG3IfSyZU1YKmxM43cIz2zrE4S+tX065tvbxOYehbZgqz1zZubm1JRYGNciNzqcsynvY01RSbGqojiX7aU472nScvu7ZNlO7N7530TqiO00SPgTACQAwfs2YokwJGURm524x8KZ15q7aW6/6lzppjKTcgxAjPnd/XZG1GHznjzKmTji10zpK9YsSeXexzEUPS9MrD7aHrekdSa4RcS09Z+TaiRTbE6KjOU/F4ro+JtI7PVbSnsae3zqieyLJ1wP4BoArAjgRAEheE8BPGsuiFGZp24tLZ87pMp2j2vc1xjDWjgynOrshOvgMuC0KGupIT//brinhHPnKcLWJS6+561zlhMqY2z/m6jLrMeUzI7kxUbdQGWJIuS+hcqeOxxq2JlYW83zfuJ3uXNgIjfzn6llbRx8xuxup0ddpfwiZC3wy2s4N1dF2nq8dXeW2dnQfC+B+AK4J4CAROX84fg0AT2osi5KIrfObnW/bnN0Qw5mjo28SDr2m5X3dxjY0iXE2zW0w37lTfFuRvrpK43LMfe2Y6vxN38ekDYTiazdbvXMTbYnt9xoOr60e2zlz7WSLUMZGLUvbmhB7Oj1vrp/ayumxmzel9Zxhlt2K0LaMLSd04Rxa9mIiurL5Gbb/N74neWVsvkP3KyJybEtZlHjmOtN0Usgxvj6j38OYuaJ1MZE+87VZh+/zXtiigNP3MYY7JQJSk1GPqVw+GX1R0ekxW4TYV14NXBHpOcff5dT5nL2aeoQwV7/P5ric5x7j0ReZstnT8ZwUJ6TnItY23nz9M2S+CaljPL9FX3XNGXM7KzZi54we49G1SAoZR3MR25D65uoAGju6JN8O4M9E5BNDusJpAD4K4PokXyYiz28pj1KOuQneNcnGbouEbgHVJCbKE+sMmnW01C/E6My1hw3bRNZrwWIaYNOJKDUB+c5pRYlopKuM6T1sObnaIu+h7WjrqyGR0phoag3m2mD6Pmcshiz4SuJy6qek3l9XJDXUAStNqR0GkxhdSvfV0CBQqbl/Wk9sO7Z+GO16IvKJ4fXvAThORO4J4DYAHtxYFmUBuKIVruNLIjdCuQ06huKaoJakX2zEaO7akM+mhrmX4xs6CZZyAGpN6r4yc9sxJIpkq6f3YsZGrq2prVNOn/DpEapji7FYQseYdjQXLtO/lqTMiaG7T7a6fLu/U1o7uudPXh8K4BgAEJHvA9BvXthCUrbOatXZor6Uum2r17lyluQgzuFanS9ZhxTZSulYe2xMJ4sa0Vzf+a12InzOQOi1oZFo2wKgln41bE1Mna2Ytl+qnjXPL4FtHK5pXhzrzGlHk5QobwhNUxcAfJXkYwB8DcAtAbwLAEheGsAlGsuiNGCalzRidlZb5w7JvasdOTLr8xHryIZMstPJOCW/KxdfO+Xql1N2Dq4tTVOO1MifeW5IikNNfPlsJWRI3ZYsjU/HEmOmpU4ptiZXxx7b+S5qpQWZOrawp3P31TdvpM6LvutbYMo4d79TFmYhfsWU1o7uQwA8HcBhAO4nIt8djt8WwCsby6I0ItaZCGUJEcM5A1ZKxx6pAD4DVNJZKllODHN55dNzzM9CHR/f9lwr5vLZTN2nMqem5/TS0TXJmuekyJi6xVoSV/uN/9dgU13Y2i03gt1L39rzRqkySuLK5x1f56Y9+Gjq6IrIOQAeaTl+Esn3tZRFqc9cx/UZ5phBGhtNbUnJiEHLCHYopfRrGam21T0SIkPOZFR6gTDHOIHM6VjqIZ3W+tnqHplOnj4HcSljaY5WEbqe9jRWx9R70nqHbK4vxpQTw7b08Zx2nOLSs2mOLsmTJ6//xfj4wy1lUZRUfM65LVfJZkxTDdYSKSVbjwco5iIDudEjHz3a1Nfvcid9Ww5rCx19kVZzPJaQZ6pbi1xk13GbralBL9sz1bGknmbf7GlbfTqWnDNap91Mx4ZLx5bBjdapC5edvP4l4zNC2e2IzbWxXR9yrDYhW9upg3opOvow86a2oQ1Tt59TI7mjoe/lzM99bkZ/ekbZYwnRsUR0awlj0WdrbKkbuWOxBTFzQI1+uYQ5I/UcG0vop6GU1NFF629dkMTPlC0mdEBPHYGRbRicOVvYqXUuCVsUbQnRkpK4nKQ1taNJSiTUjNwsTVdb+6XmeLaKqObYmm0ai3PR29L3ulX7Teubq3dOnpS+2noMlmjHmHEZomPriO4+JH8DGwd7H5K/ORwngCs0lkWJJDZZPCffKuRBoRrERH1yHVzb/ZmLZCwd3/b10pyeVMx2KPFw09LwPdwVGm1bYkS4hEyldOxha5aY55+DzyaWdhrnyinZjradTrO+kDK3ob19uoZeP0friO57ANwLwD2G1/cc/u4B4L1zF5PcSfKZqZWTPIrkYcaxu5L8NZL7kvxPkrtIHk/yaqn1JMi1a/j/ZySvRfIAkrccjh1A8iGtZAmhtMMVsnqr7eSZMvTQMYalGi0fsQulnHpa56RN6/adVzqfuQa5Y3FbdPRF6efacTwvpc7atianTNu4S3WyXfqm4lpghp5fEtvCoYaOqZTOaS45Fqfjbm63oVSdFNmejAGSOwEcJiJPTrz+KAAni8jxls/2BfBMETmC5P0A3FBEnjl8RgCQSjeL5C4R2Tl5fySAPUXk5RXq2iEiQT/OQXJWX9dKzMyJ800cuQ6Q7XoRCcr5ntMx5wGAVErqGNKGueS2oeva0DY8fMd9xRYVKGHsU3McXdeYcsbqaKOUniHlhug3fj7qetyFbwgei2aut0+WGMworK/cUB2nlBiLJWzN2uypTR6bjr6FZEsdS+V/z/XVkKjuNug4p0dItNwsw6Zj64guSO5B8iqT95ck+XCSn44o4/Uk30Py3ST3Ho49iuQpJE8ieWOS1yF5Isn3k3zC5PIjhojtK4brjiT5UKOK0wFce4gAvxLAsQCuQvLvhzLfQfKKJHeQfPkgyzuH8g4b5DhljB4PUeJnk/zIGJ0leQ+Sp5J8KYYUEpJHk7wBgIcDeDzJ10yj2CSfMOhzIsnrDMc+TvKfh/8HDMceSvJ9w98tJ+e9GsCfht7nEHIdu6Vvx4euZGNWvNMcpl55Yj3LqxEtn1IielojmtgrAht6fUguaO3UGl9kJzWC6mJOx9a2qYStsY2FXrbGRsw9denpc45CdKwd6U3R0aenTadt19GmT4ptCQ1ENM3RJXl/AC8F8EOSnwdwFIB/AfARAA+IKOpIEfmfwUG9H8l/B3BfALcXkQtI7gDwQgBPFZH3kTx28nVmnxeRIwen9baO8u8I4LPY5A1/TkR+j+Q9AXxFRB5F8m7YfB/wZwCcIyIPHerEoNOdh9fvAjBGj18/fHYcgH8C8EQAdwJwRQAnGfW/DENEd4hig+Q1ABwiIrcnedBw/aMAXAPAbQDcCsCDSH4Nm/SQOw5lvwLAvQFcG8CvisgPZ+/uBFsuWsqEU4uWEdQS9fsm1+k2Ts4W6Vx9OflQJrERz1rYDKdve9pFSKQkBVOOnDbIdcRcYzn0Xpm7NXNyhuKL4ubaHFPf3HZNuT4mQuwiZmcsxNbkyOIqe67MOZsxtzgJifSXtHG+8l191Kdj6GImVIYQciL9PnuR6nCXkDs0eg+0fxjtyQBuJSJfGCKNHwRwfxF5S0QZewB4LsmbAdgbwFsAXA/AaSJyAQCIyIUkrw/gtOGajw3njK+BTdT2BkbZh5M8CcDXsXFkHwfg1OGzmwK4P8m7YHPfPgjgRgA+MNY5nCci8j0AIHnBpOxPiMj5JMfzLhSRHwD4AclvBei9L4AzhtcfBfDU4fUXRORHJL8OYB8A+wHYHxd3nj+b6uTaXs91VN+2Wk0jVGLrLrSskK3k0nrWNuAh9Y9MHfOe5PTTEdNopzpCc2k6OfiiOiHOQ8j9KOHY55SREkkemZv4Yu2CK8pWa1ck1taUsKc+fUrpGbMwi9GzZF9NmTNci2sfIc5Zro6lF+s2u5ijZ6x+tvsaq2Pr1IWfiMgXAEBETgPw5UgnFwAOAHBZEbkjgBdj840NXwJwizGqOvz/EjZRTgC4BYCzhtf7T/5/0Sj7OBE5WESOGJxQABgd088C+GcR2SkiBwH48+HYbSd1AsAOknsPKRV7TMo2c152kLwsyWsDuKrx2fnGtRjkH2W/9UT2abkE8GUAHxnk3AngcEOPIuQ4AjmkbEWmUEK/EgantGGflrWESGxtJzkl4pBzX2yOQ++FgI/STukS+hRw8f7t2wbeZko6qbVsTWiZJSK5JeXpUeY26DhHaZtagtYR3auR/OPJ+8tN34vI82auJ4BPAbgNyXcB+CqAr4vIt0i+CcAHSJ6HTTT2OQBeRfKSAN4mIl8fnim7KckTAHxVRD5I8saBsr8VwN+RPHF4//zh2D1JvhfADwDcHcDTAbx7kPUpnvKeg803TZwG4JvGZ6cAOJrkLwN4EwCIyDeH/OMPAPgJgAfZCh3uxTsGmS4AcCKAZwTqWJyQSb93lDKXOR1TtnCXRknnbYn6jcRESV30SOcISTewvS61ld9C55jUipjjsfX3pmQEcKljsXSUc6781syleOQuQJfQV23pHebnIdhS+ubKNmnt6P4jgMt73s9xbWy26v/E/EBEXgLgJcbhncY5R1muO3ry9gjX+cM3LjzGItPPffWXiByLzcNr02M7zdci8lZsHOXpeUdO3t5h8nrX8PmzATzbuOag4f9ZAI4cXr8SwCtt5y2NUkar9sAumTcbU1fsgK5B6QilTb/elNJx1KdUKkQoPifQvN8h1+TWmUtqn59zILYBn62pORZddbQgVMfchedS+8JS2zF37gntxylyxdDU0RWRp6Vey81Xfj0cwG+Vk0jxkbsFkRp5maOk4xeTT5lijHo7EaXztUrRug3Nya7H4ii3rJGp7Etpz5KTqi2CE3KNb8yWTkdJLcfEVW4vW1NiTMTmofrOK8WS5oyS86JtvJRqQ5u9LDEv9hiLTXN0Sf6d7893rYi8TkTuICLntJJXuThjtCr12tKy1Cg3hhIRFlsE0CyvlI5jXaHlLcWRKkWI4z+2RazuNqeqdh911Vm73tKRRReuvhrSh3NlatH3W9tTX30l+sxc2TnlxWx1zzlENfqrWWbtXb/a/d817oD5h9JKpg/ZbHFsOa0fRnskgIMA/Ac23xxwqvGnrJClbhf5mDMkLsfCVs5cPa5zWzkTJqNh2TYn15S7xoSdcl2p+zjVzdU3fPXnOiFmP6/VP219by4yW2qL1DeWe6cP5bZjqD0LKasG07Qfn5Plw2dPxzp6YfbrGnNGb0LmjVR7k1NW6xzda2Lzfbf3A/BTAK8D8CYR+e/GciiZxG5P2bZVSm4n5ZYXmn9r5l3O6egj5DxbHTUpnR/XgtDIjeksuVIZphPuXPm+emzXxpQ5xXa+TU6fjlMZSmwfmnqGRNJ8uKI2tkjZ3Bbq9BzftqsLn7NbUseQBYrr/NK2xnVNbl+N1XF6ndkHSs4ZqfrZrsltx5KpVGY6g0uGuTJc5c4FZEZsdjC0HWPmvJA+0TSiKyLfEZF/EJGDsXlwah8AnyT5uy3lUMoTOpBsq9rYAT6dwFpGIkIdnhAd5+RstW0aU2fOxGBiLhhKkxORLukUhZxXihi5zXNLboPW0LNElN5HrB3yRR5dxPQpW98JcfhDbE3stnLuPc9dVIUei4lYz5UXS8w9DY1Mp0a1XeXVIKbPhNrD6TwTm67iKrN1RBcAMPxYxG9j8x2v74SmLewW2KIsc4R09JKrYVd5JZyxOUPsclRqT/IpxLTfNPrkuq50G9rKnWtDV5TShdmfx2O2umpF5m19I2bSNaM/vok5VkdTrlRSHMSQSdQ8Zjs+d898dYXKm2trUu67uZvhK6sEtrGVc31OoGBpOvqiukubM3LvXerYydWx9cNoTyN5KoA/BvAeALcWkYeIyKdayqFsJ74VW+moYGpE0Jw0Qpyr1Gh4b2LkDjm/t242J8gWmZ/rhz5Hs5aOIUZ/Krcvom7TMbata5AarXZda96PkGumn5XSNXQxX6KMEB1r9dNcexp6/uhM+cbqeF6NeaPF9bE2taSeMTtBrutj572Q8ny0fhjtLwBcAZtf+Ho2gNNInkHyTJJn+C9Vth2XkbUdn3be0C3CmpNs7ip27tg0qrakyO0cMU5diG41J58W23chW9q9HYlY58Y2sYVsEy+1H/ucPdNBaqVDiPMw56T6nJrYBZurnFxy+sa0j4bY1KUS0o4hdjW0j9aIYJcMWkzb1Na+JcZh69SF6zWuT+mIb2tles70v8lSJ8uRqdEJ0XPumIvQ7fcalDBqMe3Yq81z9Vx6Xw0l5D4sUdfYyGjOWJob7ymE3Nc5m5obwauhVyq1dATq6jnXjjGpVKEsqd1GUuf/mIhxqN5NHV0RObtlfUofzFzMnNysuXp64sunqqVnS51d0bs1teFIKR1dk1yLhUrIpOJKX4jFNolN35s2oCQ2uW1jMXWrPMRJsdWZS8ikPn1dui+FROtbUnrMlOojMfW5du6mr9duT3PnRduYjNWzdY7uQ0g+fvL+6yS/R/L7JB/VUhalLq6OGNtBlxrpjZmUYolN2WhNKZla5VuX6osxdc1t0bZqV18fSu1f5nWtt79DJ73S46fHWPRtT5dMr2jZH13He4yVmjbAPDane009lxbtjWFuvIfcux4/GPGKyftzRGRvAFfF5lsYlN2AnNVZicT0XNZokGJzokotWFxlt2xDM0fM5aSGbCv7PjPLbdnWLh1zy6y1ixGKLRJfUj9bm83lWG4ToekSNeodCbElqfZmbK8eOuYSK7NvV2opqQ2580ZqO7bO0d0hIt+ZvH8DAIjIj0heurEsSgVcg61EhDO0/h4OxLT+0uXY7mGNqGdsmbHX9Da0PgellGy9dbQRklscKnfMebXGYmi+e076ydzxEnYtllq2xvZZr52kkLSUnLLM4z30LNWOZlmuxXuLnSvzWO12jL2HrSO6V5i+EZG/BACSOwBcubEsSgNColdLdA5MbAaj5OSq1CclmjC3uAjN5zTLbUVolLlG+Uthiek/c/S2NT12xbahL8WQMmf03iGpSc9FVGtH990kn2k5/nQA724si1KQkByrbR64rR/UiE0lKMFSc4K3ndwHKWLrat1Xzbpq9yOz/FZ2JVen2PtSI/c2JCVpafamxu5VCx172tJcHUNTBFrraKs3RIbWju7jAVyf5BdIvmn4+wKAGwB4XGNZlIa0NvCxLCH6trsRsrUYQkzeVmw/9EVx57bmbYuV1EVfyKTVu6+2cARTdSxlU3Lb0SdL6hPprjrMBY9rAdTq4c8adY31zTk+265jCC11zDm3FDEL3qaOroj8EMDvAHgwgKOHv7uIyP1F5ActZVHaEzsYfBNfKScpBN9kUhPX1nJvh6YmtRyZ0nl5oRHMUg9GhWJGPHrmINbSu0f/b1VnrK0p1c6l7WlJR7CFnU0hVMeeedy5D2eG6BiqX6n7kPJAaOuH0SAiQvJvReRWretWtoPSD8aEkjIQWxixHD1rPYwwlr2EMmLrCrkfc45Fat1LYoxI18jTbaFvaGS9FC2dXVs/M/VMjbjVDBJMZU8JbNQ8v+QDp7V0XIpNDZ03bOfZxmONVKOYclqnLoycQvLATnUrgSxhcq4twxJ0VPJIcWCn17jyGGP6xpL6aW4Upxcp99t3zdi2S7kXJVMTap/XkhCZlih3KNsse2l63QuKSPtKyU8BuBGAswH8EACxCfbevLkwiqIoiqIoyirp5ehe13ZcfyJYURRFURRFKUXzHF3gIoeW5NUA7NVDBkVRFEVRFGXddMnRJXkvkp8H8GUA7wFwFoB39pBFURRFURRFWSe9HkZ7BoDbAviciFwPwKEA3t9JFkVRFEVRFGWF9HJ0zxeR7wDYQXKHiJwE4IBOsiiKoiiKoigrpEuOLoDvkrwcgPcBeA3JcwD8tJMsiqIoiqIoygrp9a0LlwVwHjYR5QcAuAKA1wxRXkVRFEVRFEXJpoujC/zsK8ZuKCLHk7wMgD1E5PtdhFEURVEURVFWR69vXXgYgDcCeOlw6FoA/q2HLIqiKIqiKMo66ZWj+2gAvwLgQwAgIp8fvlNXWRCH77ivNdwf+/vepRh/V9v2k6/mTwsed+EbGFLm0nT0kaJjiH6xP8vouzc5ZdVsw1S5Svxk5dhnbb8BX0rHpfzMaC0dl6IfkK5ji7E49rOUsqblqT11szvrCOSNx9J21VaWTcdeju6PReQn5EYeknsC6JNDoWRhcz5djqjLEJifTcs0O7NrgJSeDH3yKhcn9d4v/T6XMMxLctJaUMMxXZqzu1SWfp9yZCvlJLWyNzFy2hYsuSzRrtr8hBb0+nqx95D8cwCXJnk4gDcAeFsnWZQMpoNpfF0y4qfUYdoOx8sbrX8h1y4ZU05Ttxgdlzhp7G7sDm1g9s9tG4tzbZTahrZ5Zunk2NRcHZd8j3rI1svR/TMA3wJwJoBHADgGwJM7yaI4cA1Om3E1z3N15qUNwBAjtBRSZMzRr3Ub5k6CMdfPXTNGHMa/XEznJeV637VL6sO525q+8kyHp5fOKXW72nCJ9jSn3DkdYxfWtSg9FkP6fY92bGFvQtuxhp4hZXZJXRCRCwH84/CnLJylTKBz5G6HbIOeOdt3qQbP5WikllHqXF8ZrmOxqRKh8sS2S46evrpCF6alZHGVF1q373pXW9n6pK+eXHl8pN67XmMxtj6g3MJlbuy57mULPXN0zE2/yglCtIroLzFwZd53Xzt2cXRJ3h7AUQCuO8hAACIi+/WQR6lPbkQxdLLaBmd1ydjyq0sY8RgHLHbimRq80IhCyOQUW6b52qZD6qRoy1sPJcSBKOXs5kz6sTmNMW1YEtsYqYVtMk/Fd20LhylE9lILa8CtU+nnAlLG41SWnPpi5sXSOy1z59duR9u5LnqlLvwTgOcBOAjAgQBuPfxXtpjUbd7ULcBehOq4tPy5OUpHw2OczhK4HMu5Y9P+lDNp+T6f1pnz4J752jeZ27aLTbliCC2j9EOhIXbF3DqttWVrky2UmvZgzqnIGYux9zH2nszl0seU69pOt5XV0j77FvUh57nONz8z2zHH1iyxHW31uq6b0svRPVdE3iki54jId8a/TrIoDlydfa6jhnxeMiprllXLgE3l3iYnNkXWlDb2TSy59eVc73IyXUbS5ZzmOsGlIoG2/u5zeEvIZZt4fNfktGeI3ZmOw5DJLuXep/ZlHzGLZJ+Oc2XmLGpKOIHTBYprsRKz+Atp45zofql75BubKTr2tKljGXPtaDs/5DOXPrHtFNJfu6QuADiJ5HMBvBnAj8eDInJaJ3kUD+MkPzfxm9sopSJ2pbeaUrE5CCmrVZNSDlBIHSauNpwaD9f2WGi7+M4rtWVuk88lg6mjzzEaP/c5dL5+0TpqZHNwcvupb1y3HpfT9pjaJXMCdTkh02vN86f/Q0npvyFjca69YqNi5rUuR7F2f3XNG6a9sc05Nnlj6qmBr58BF9fF5bCn9iGX7ak9p9hsTcrcMHdOqB5z97HLTwCTPMlyWETkkObCKE6mXxrtMjpzxmaO0I4ee03oF2OTzBoAczqm6Bd6XYiOJCVHxlADHFtGyTb0fbl5SH2x98fmFLl0dC0Wxs9K6miTdVpnyLWmszEt09eOPv1b6BjbT2262Wyca5FnXpvzgxGu+qaUGIe2ckIdIREJtqep9qaWrTGvcY3JmDmjp46uclrbVFedLdoxdix2SV0QkYMtf+rk7oa4th1CtiO2gbmtnLUyjYguBTPikHIdEJdXl7LF2gtflCh0Yq+x3W+S2o7j+T49fXVNad2GofX5bE2MfrHnxJB7T3Plqd0/S+DTcUk2tQahi/IYW9PU0SV5xPD/j21/LWVRylBi0PXIPWpNytbjNhE7ibZeyJjbhyUmutCt3paT6qjf9C8GczsydUeiNrZ0hVBMveZ08NW1tHFcMpWiBSXtwJLawrUYy7UFS3OAbbYmZ8ESMhZTCMrRJXkPAMcM33+bw2WH/5e3fKY/AbzluByInO0NX12uslsTsk3lyktzERslzCFkO3Mu+hWrn62cFjmCPlIcGJ/MrvFQytEOwdYuNhly7rutrJ7jMiStxHVNKLV0TBmL5nWpcpn3rFVUPsXepNY3l8JQmtgUh5p69iJGlpBxaOoY0o5Bji6A+wN4Ack3AXiliHw68LqfQ0ReOvx/mvkZycemlKksF1/HK+XULGkQuz7zbdWlyN9SZ5d+MU5EKLX1MqMsZvTSxJVXGzMxLiltJUXu2OhMz5SVGHuT4xj20HGu3+U6qDadetlW31gs5QjOHSuBr67adrV3lH7EFQCxjcfcnV2fzkGpCyJyBIBbAPgigFeS/CDJh5O0RWZT0dSF3YxS28fT10uI8NZiifqVMswtcjtNXJEBn9HNicD00HFa90ioo5YjZ0s9XROeKzo6tu9Uxth2bE3LOs1869rELDpKy9Mj17rXbk5LfHqG7lKUqGskNKILEfneENG9NIDHAvgNAI8n+Xci8sJkKS8i6GlAZV3YomQ5eYW2970JSW2IuX6J+uU4ur30CelzU6fI9llKXeP7FlGXubHl2upMaZOl9UsgbPGyjX3XRcqug3n99H9PXA5wrmw9xqKtTeZ2iUqkj/RelNnuq0+m3LnfRWiO7j0BPBjA9QH8C4BfEZFzSF4GwKcBlHB0NUd3pZhbFSU7+rbgih4uEZ/hHanhNMyVXQOXI9grp68Gsbmnqdfa6BXVdeFLYUi5vjapYzE2R9lHj/5u64c1805b6+hK9ZkuNA5j+oN6vWxUSL+bBg+metfsp6HfunBfAH8rIjcXkeeKyDkAICL/g40DHATJ75P8nuXv+wB+IbQcZfuYm1ymg3qJW/SlGPXsuY2dQogD5Gq/peoYuoVv0z0kx9dXToloTU3M8Rh73RIXcub931Z7E7oY2SYdQxYfodHBUD1b99PcsbH0NhxJ0dHm6M8xdajn6guK6IrIA0leg+S9sIm8fkREvjl8dkJIGcO5JXN6lcaErqhTV2muLfolTpoxzEVfWukZk19aIpJgvm7RjjWjPrY6bO9Dr1saZj+dOuMt7mttQtqtlZ61x+JcfmSrNowZ96nb1q52rJmDbiujh71pORZr2nDbvBHaV0PuR1BEl+RDAHwYwG8CuA+AU0gGR3IVOySPIrmT5AHDPcb0vpIskRIyrW9XzPm+qGNu8viILwfSlGPbmdOhlo612zC0rG1tQ1/kdmqMY/ppidy70vfTVaY5efjqLrlTUbO/mDYodkGeIlsLe5p7TSlHZqpnr/5Qu/+kLnhj68n5fMpSIsml2jFGn6CfACb5WQC/KiLfGd5fGcAHROTGwTVtKSR3FPj+YFfZRwHYJSK7JsdOFpGDKtW3S0R2Rpw/2znMnBxX3o2vs+YOVtv1MT9ZGVx5Ij11DG3DELahDUvn8rkcP5++rjpzdDx8x33FjLL66oohZiLx1e0qJ0ZHV1m12tF3bul23N3GYmh9c9j6gqt/hLZzLR1To9K2cpbajjlj0RbkcpUbYgNCdQzN0f0agO9P3n8fwFcDr+0GySNJPnR4PUZP/53k20i+n+TlhmNvI/lOkieSvBLJfUmeRPKNAI4keQ+S7yX5AZJ3Hcq7N8lThvPuRPIKJN8+nPd3k/r/leQxwx+H8k8ieQyAA4bzdpJ8JsmHA7gZyV0kb0by5OHz/Qd5T5n8utzRJF9A8mSSTx2O3YDku0m+h+STh2MHkjyN5GsB7F36HteI5C05zy+FpUcyW7dhjNORwlyqSG6Z02NTHVNyWkNxpRDkRltcTl1MnqTtsxyHptT9Sy0vth1L9t3csegaW0uxpzFtEdK3Tb166Gnam9xdHddYXEo7xtoc107G3IK9pK6hju7XAXxocBafCuAUAF/Y1p/uFZF7AjgGwKHDob1E5G4AXgrg4cOxqwG4H4CjATwOwCEAdmLzlWo7ADwJwMEicjCA9w3XvU5E7gjgMiRvM5RzjojcHZt7eHMADwXw8uHYpQ25XgbgTBHZKSJnTj56BoAHALgDgMeQvMRwfNcQ/b378P5ZAB4iIncC8Eskrw3gKQDuPch33dh7lTrIQiaZkOjU3Covd1K06VdqcJUqK0fH0InAtZ2a4kiFOk1mPSXJcXanerucHt9kZDu/ZITS1oYlJp5Q2UIjnTn93xyLKZOrTaZp+XP1+8qdyphC7EKw5VjMxbSpsXXM9c0QGX16lpgzzPFuq8PVjnMy2K61tWNNHad1uPpqSjuGzPGhxARMQh3dLwL4N1z0FWD/DuAb2PyU75IfMJuG38dw9ieG/18HsM/w+mPD/9MB3GB4/XERuQDAVQDcFMDxAN4N4JoArgrgbBE5DwCG1IbrAzhtuPajk3LM+vab1DeeP8cVReQsETkfwJexccKnZZ83/L8xgH8ZcnFvCuBaAPYRka+IyA8AfC6wPgAXn7zN47GYBjB3MJaKDNZYTdaM7qVQw4G36RgSCSwdkXAZ4pB65hzSFCc55FgspRZhLlnmtutjKGEfUspzORE59ivVUXZdUzoi5ysvJSofU76v7NTxPne/c9N2Si/GUsopKUMoqe0YetwkJbVr7nxf35jTb8+Qimw/2bslnAvgZsPrmwE4CXbnd//J/y8Or8e83G8DOBPAXUTkgiGaegGA65DcS0R+NER4vwTgVgA+CeDWAF4O4CaW+r481PMpbH5t7lhDZltuzHdJ7ouNs7wfgHMc534WwGNF5Bsk9xg+P3eI7P43gBtayk4i1lGdGsAcB9V3Xm1jEUJOJLElKY54ThTRRUyuXQrT/jaN0Joy2CZmW5pAaBSlhJMRQuj9CsmFy5GtpKNsI9Te5DpCIXXWaMOU/l57MV3aIQfS0i5sn/VckM2VmdoetmtTorYlx4CNOR3n6o+Vr0TwwOvokny+iDyW5NtgccBE5F5RtbXnBGxSDQ4E8FPPeeeTfBeAvQD8FiZRahG5kOTzAJwwJGh/SkQeTfLZAN5D8ocAngbgZQBeS/JhAM4QkVNI3sRS18sBvInkAwH82PL5V4dfoHvS5NhTALwWwB4AXiwi55PWnPInAXgFyUsBOH/Q5RkA3opNNPcrnntQDN9gXbLzl0MNJ7BkOTn1mobN5vCV2BJtvVAJdWLmtinNc13l1mzL1IVijoPqWiD0poYjXxtf/4h1tktsBfe+V7UDGj30i7m/ve9/CebmxNTIbkoZcxHdfxn+/3WURAtBRL4P4PbG4V3DZ0cDmwfBAJwuIk+enPMdAEdMyjkGm5zeadlvAfAWo+y7G+ccPXl91OSjnRZxR7l+Z3LsoOHYxwD8qlH2kZPXO4f/XwBwN6PcDwG4paW+JoQM6JTcuyUZgtJO7lzksBZjvSETa86kWEs/X7mxOX/TfpYib49+6otY22QpFZFfwlisoWOLaG6sDKWdh5rtNzceXQGQkrZmTo7ahNqBUml8vcdizcV8Tjt6HV0ROXV4+VEA541fszVsi18qqUZla4jNT9vGaG3JHLySlDLOsZN1qzYsOfmY0eaREousEjm6pYhNpQiVp3dfH5lruzmdSztILhlLREynzG3vus4ruWtUsg/YxmOojinnhMpUw96MxIzDpYy3OUL1DHGyS+mf2o6hD6OdAOAyk/eXxubhrK1HRHYZ0VxlhlDjU2J7Zglb92vjeAl7eruUo72UNhwdpWnO7njcR2w/TZ3UQ8u3HTedC/O+l97OP4xtvubI1l7T47XTQWqnnABtF5e171lu2SVSFkYdW++mtKyrtuMcqk+LQFEJWxPq6O41PLUPABheX8ZzvqL8jJjcs5jPe6+MpxPhWh3j1pNFzn30GURbnvF43FV3qKNjm3Rq7XrYdDTTLObOT5XH1z4lxsEoa0qU2rYNXjry2pNpPzWP1aD0PYjpGy4dYyPAvvNrtHGIjrZ2zGHOPvVsx2n903Ed0w/m6gstK/SX0d4P4DEictrw/tYAXigitwuqRdlKYn81LGdrbToIQpyLuUFT65fRQnLkShoxWx0jub/GZMoaEomcbh+HRAx9lGrD6a+GhdRtboH72jAkRcBX31x/SPnVsJB6x7pd54a0va8u8x5NzzHLOu7CNyTr6KrfVo/PQYqJBpp12K43j4Xo6PsFPxuh+biu475rbXX5FjGhbUhSYmxBjt2wETsWp/cwds6IsTc+GUu1Y8iioJa9mZM1diEaUperfFtfnXsYbeQPAbyB5H9g8+0Lv4DNjykouwGxq2rfeS6DGroS70noFnaL7c4YXIY2VcbSW/Ml7tdUJld55jkhMpXYAq3VH1wTd6jMtmh2yIQVszgqvYUZY3+m0fUYmVLrmcM8b865TK07d1yb15cYm7n2YSqHa+GRIksJG1hrfPt2amrW6yLEro7kyBXrO4TUF5q6cD1svvP1UQCOw+b7WqMiYcp6CdluLHW+eW3N7TtThtrn+3SsrWdK+aHO1PRveqwm07pGYqMh5rGYyE2rfmq7l666pueGThg2B9GnS009p69zdDRxbZH69E1Z/Nci15aG9p+SpNgA23h0jcvWc4arj8S2jY0Qu9OjDWPqsdkRWxvaxqCr7Vz910aoo/sXIvI9bH7Z63BsvjP27wOvVVaErWOFrvJS63PV4ZOpF7EGdZQ9xpEqEWFMjYi4ZJpjLjpaow1L3C/bfTKN8rQNffXV7KehEUBbG7h0nHOGXeX0dgLnHJ/peb7t4tjFTQqlnJRQWzN97dOvdF9taaNj7G7pemv0B9d5I3NtWLMdS45v0xmezv1zOsx9HuroXjD8/zUA/yAi/w7gkoHXKiukxOBJiczE5gmVItcRnIsKhdZV2mjFnONrK9t72/lzzkOPRcvUSR3f5xCiYy1itnDN93PjcVr+Nuo4d25sJDilnpAyctrQd3xafo17GFNeaR1t5YekaNVcYNcoJ6efliTW8Yzpq7axkKvrnoHnfZ3kSwEcBuA5wy9vhTrJym5O7mpsjhJ5lKmMTpKv/hKRxV46xuZ72t7PGSmzjtYGfC4S6/rMdazXBOSr27y/sbqG1tOT2EVZL5tRgjn9XOMxtt1at3NIFC/Xnta2N75cYiAuwBAaDOk5B7oInfdD5c7RMdTR/d8A7grgr0XkuySvCeDxSTUqux21Hk4p8VBBjfpr6tjL2Z1SQ7+a7edzZEu1oXltj74ZkmowNwmn1rMEx9c2VnL0DGnHGuNxrp+a70vJ0KINfXW4dMwZi67jqWWXoKY9bVF+igyl5YjVMSgqKyL/IyJvFpHPD++/ISLvThVSWTdz+X0lDGrviTXGYJeso6Xepeoyt6OWEnmYa8MU/c3rWuVA+uRJ+axUHaWJuWe18gdr1eEqM2RHJJSUdKkW1O6nLdtvJDRlZDxeqx1b6+ii1NzvKtuHph8o2dTedjadpLk6ajsQITrm5vnNGYzaOZC1DVZNo+er0/bady9zcwmn71vk14Vs9+b0HV8ur/lZC2fe7Ee2OlPu9VSHafTP1K82tZ2UXva0VJQ2pOyU1KvS1B7vS5gXazK1m75ovEvH0NQFRYmmpAPce5C2qL9nnmpr/Uqem0PJekIcrB4Red+EkLOFazqBLfDdP9uuQY6Tm3tOKiH50zn9qLctNfEtOlP1DM1B72FnS+6UTf/bPmsZQQ1tx5hAjSvIZequEV2lOiGDaWnGNZbUbextZxrFKjUJ9cIX6fFFKmvLUZJta5MUUhZM2+QY+tJdbK991yyV0BzObZ435tKWatrU3s8FmLSyrS7U0VWKEOvsbpth3mZCUy22ecESum3XUsde+ZA1HlRKqb9mNKmHjj3TdWo6gb3GdGxaUKnFSkpOrEnotT3tTQv9cuuJxUxhCLUD6ugqs5Qc1CXwrQ575q6WJHTrLZSlLSxKtlNsznTIw2KlKeGcxeTglXiwJfRaW/5cLWyy9kgHydE1ZeHZa/yW7qc9I9FLWKSvtR1bktKHFu/oktyD5Kt7y7G7E7rV5Lum9CBPeehgmygdxVlaG9ZYrPh0rN0fbZiLstp9dEljoNaCrHb+oa/O0ONzpIxFXxm57V6636Q4Sa5ratucnDYMacc5+ZeqH7Bd7ehj8Q+jicgFJK9K8pIi8pPe8uxOmInzJfNUt33bLYQSsrXKGTUnzZAHqbZFv7Ge8SGIGAehRj/NnXhCZA55+KP2wnMJxDz4MkeLBYvvYaWSurjqLklMasI0Uu5ayCxlzsidF2tHSluOw/FexDjzPdpx8RHdgbMAvJ/kX5D84/Gvt1DKxVniZOdj2+SNJTVKtE33xZwYp/lbZi6XqZ/vXGW5jO23jf20xDVL7aPb1B6Km5J9dQlQRHrLMAvJp9qOi8jTWsuiKIqiKIqibAdb4eiOkLysiPywtxyKoiiKoijK8tmK1AWStyP5KQCfHt7vT/IlncVSFEVRFEVRFsxWOLoAng/gLgC+AwAi8nEAd+wpkKIoiqIoirJstsXRhYh81Th0QRdBFEVRFEVRlK1g8V8vNvBVkr8KQEheEsAfYEhjUBRFURRFURQbW/EwGsmrAHgBgMMAEMC7AfyhiHynq2CKoiiKoijKYtkWR/eqIvKt3nIoiqIoiqIo28O25Oh+gOS7ST6E5D69hVEURVEURVGWz1ZEdAGA5K8AuD+AewP4FID/JyKv7irUyjl8x32tnWOJv8pj/irLcRe+gSHXbZOOwM/rGaLjnH4pv2Zj+2nOUuXF6gf4dVzSr/XY5CnVT5eip+rohuR2TLYWRKRbG5b++dia9sYsM0WukjoubSyWtMkxOm7Lw2gQkQ8D+DDJvwTwPACvAqCO7oJw/UZ56TqmHdz2G+k16kyhlOGqeT9T7pvtt96X4oQoirJcUu3NeO2abU1JvUwbvRSmbdmyHbcidYHk3iQfRPKdAD4A4BsAfqWzWMoKGI3n3Dkp5eZcX4pY/cbzl2gkXfhk3SY9fKxFDx81xqGyDmrY01qOVo58pWxv7bGSq2NrtiWi+3EA/wbg6SLywc6y7DbEbhlt80Q0XWHa9LAd6xFZSF0JpzgRPaInufrZrl1SFChXFtf1Nv176V1im3p6rW/npqeOS+lTS8KW1jT+n7ahjR62JqVel46+c3znzl2TQ46OtmtcYzHUV+il47Y4uvvJtiQTr5RtcGJL5UjFnB9j5ErRe5Jdsn4u2WwOEjDfV2rc65R+apN9rvzxdejEU0LPnHQilzNklmHqH6rjEtpxdyPGVmyrPV3i3FgivSxEryXp7tNx0Y4uybcBkOH1xT4XkXu1lklRppgTcoqzPGVuFe26rha59aRGb2LqjXECe1Iihz21j22LMxar33h+iI6l7sNS8x/XgGtBGlsG4LYxPduvpDO/1HHt2l0qUc6UmHZc9LcukLyT73MReU8rWXZHUp4SbmlEfHWFPiXc6klo12D13au5SFaIjuPTsy3aZE7euWtS9APcTwibTA1nyALDvCak/NCJZzw39ynoaXlzzLVPzOIjJpUpth1DJ0rX574FRYqOIeki+q0LG0hK6mIlhhL21Dw/tZ+GEKrjeF7q9n9pHefqM+teajsu2tGdMvz0742Gt58VkfN7yrM7EGOYY52cEg5xSUc3dMDlROVyHUHzmhhHd3ptqAORo2OMcZySa5R9mPqHGtNQBzbGcUx1AkNlcKVpuNp7zqFPiczX0DEmpcE8L1bHmPsSouPu5Oi6cLVfC3tawwm0kdJHp+f7+lyKjtPraus42srQeWVOx5SghE3HRacujJDcic3XiZ2FzU8A/yLJB4nIezuKpUwwO+dcZ98WbLlOrs/M68zze293xkQbQ8vqlVKRQ0q6Seltwto7HyHRV9ck45uczXb33ZcaOsbmAMfqWCK9RHHjysM2PzOPj+TY01Zb/bFzRkpUM1WukmWZ7TjO+2ZdPj1KpWzMlbMVji6AvwFwZxH5LACQvBGAfwVwq65SKVZCt3tDJkJfh+49GZUynHM61nSK5souZRxLTValCXWWjhf31/7YjPtc2a0mXbOumBSMOSd2PDek3pqM9cTamxD9pm0/5xwredSyp2PZZh0hi8FcbIGAmvNiihOYypxDb3s9fR8674QuPn33dVsc3UuMTi4AiMjnSF6ip0BKGUKioqHn+67rRYoj6TMgvut6UKs9aujXagKw1dGyvVK2hOcmk1j5a95b125JiIwuZ3dJ+q2dnIV7iUV/i7arHZxwHfMtyJeGy+aE7EDZdPTZgK34wQgAHyX5TyR3Dn//CODU3kIp+ZSaWGtiri5rRDl7EpPSEOt0+4xyb2LkcG3Lheo+3rvaE5ErepJKqAPZSr8pObql7CpsiwOxTZS2p0uxLcBF8qTIFZNu1JMcHYE2UXVgeyK6jwLwaAB/gE2O7nsBvKSrREowKc5s7rZpaeZkTb3Op2Mv/ebybksYp9b6hTDXT80UgNBc5iXpWXphGbvIqYHtHtvyIm2LgNA2NMs0P1PiqGFPQ+pbylislS62JHsz3c0KmTNyo/xbn7ogIj8G8DySLwLwSwC+PhxTFkztAddrkomJBuXcgyVMoiH61XCSlkRu7mBPPVMilyH5qa5remDmJ84t1ICL6xhCaCRfSSfU3uQ4Rb2Jtamx+i5Bxymu8VhSxzmdF+3okvwHAC8UkU+SvAKADwK4AMCVSD5ORP61r4RKDj6jFTNYQ3N8tpkl61hiQbME/Wx1pjxM4qKnjr6IiunM5uo4HdM9o7qufNzxdQ6lHpxS4lmLvQklVd/dRccQe7Po79El+UkR+aXh9WMB7BSRe5O8BoB3isgtugq4cnr+YERM3qiNUt+jG1PvXLK87/zYuoD479GNwbfFnRIBS6mr9HfMplLzAa0WOoY4nSUWnb3bcc75LLFdbEuJAPR7dEfmvkfXxbbYU6CsTbUtOn1sm45z+rkWqCl1jdfafrxl6Q+j/WTy+nAA/wYAIvLNLtIoVSj9AE0P5nRI1XEp+VbThw1KPvSxFP18TPVOZXTCejwwE1LnNM+txBb9UiLyrvPMv1p1KWGE2Etfv9yG9jDlt8nsO2fbdHR97mu7XB1d88miUxcAfJfkPQB8HcDtATwEAEjuCeDSPQVTyjLdUtyGLZeQ7RJbEv40n9A8N6RO27U1iN1+tsnW6onalpTqp6V2Pmoxzc81j89dt83EpiQsvR23kZgFC5A+FlvaU7POlGtS0oJ66Zg6jmq149Id3UcA+DsA1wDw2Ekk91AA7+gmlVIcXydtmQ+XYkRiy46p1+ccpxDjfLbQbxtx6bnNOoY+tLaW3FTfFmqMjurk+lmaPQ29fkm4xuaSdSzZljHXuupddOqCiHxORO4qIgeIyNGT48eKyJ90FK0IJI8avhf4AJJjtPrBk89fWLi+XSXLK0VIJ689YM3VZGmnMrS80nqOetlWy7nl+t6HXrfNTpNr69vnCC95cvXl6IbmS5bqazX6bGz9oZ9vcx+uxVLsaQ1MOUr2VVvZMdfUoNYcMpad83no+YuO6A6O3jQpWgB8G8BJInJyIxl2iMiFNesQkdMBnD68fTCAVwzHH1Oz3m3DFmmpuXWYEr1asiNjskb9ajogthxWs65W96ekni6Z53YXWu6ylNLRlk5ke+27JyV3WNaIb6GX0o4h99k1/mr10xptP1dm6GKzhSwlyrWlK9h0dLVhzNy/aEcXwEctx64E4LkkXyciz/ddTPJIAHuKyMtJHgVgF4A/wiaSfSUAdwFwawB/gs29uBSA+wDYG8ArAXwHwDEkzwHwp8M5TxeRd5G8N4A/A3AegKOwcVRfM1x7uoj8wVD/XQBcYRDp1wBcEcCbhut+AmAXyZ0ADgPwFQA3GyKvjwHw9yJyEMn9sfmBjD0AvEhEXk3yaADnArgVgONE5GkkbzCcd6nh2DNJHgjgpQA+M8imRFBjG9NWnrmSX1qqRozha61f6YnVdn2oUfVFRUtgK7vU/QxxnkOd3ZQFqK+8lLQQX3pCSFnbnIqyVGrb0x45qVNi+0yME28e2x10HK/PtXFLT114leXvbwEcAuBBGeXeE8Ax2OT6AsBeInI3bBzChw/HrgbgfgCOBvC4oc6dAB5PcgeAJwE4WEQOBvC+4brXicgdAVyG5G2Gcs4Rkbtj80DdzQE8FMDLh2M/90CdiLwMwJkislNEzpx89AwADwBwBwCPIXmJ4fguETkIwN2H988C8BARuROAXyJ5bQBPAXDvQb7rJtyun7EEg5+6ZR7KnJNm+yxmS8fnGLQgJYKb6+T6jtdoPzMqkOJwlXZWW+gZK09oJDf28+l5Ofcs53rXgmBa9lzdIeUuwSYumVh7On6+LfbUVVdJHUPqjYkGp9QzXfCH1lnKjtoWL7ayffZi6RFdKyJyHhn0dXDTtIfxgk8M/78OYB9soqIfG46djs3XmAHAx0XkApJXA3BTAMcPx68G4KoAzhaR8wZ5LiR5fWycZ2ATib6Bo779ALx9OHZaiBIArigiZwEAyS8PMkzLPm/4f2MA/zLcm30AXAvAPiLyleHazwXWB2B+ldWbEjLkrJZj6y+xbRe7km+pXwlS+lepfloy0jwtK9WhDLkmpS1LRmFd5eRelxKlm3NCc3WrmRazFnKjjyUW1bYybX2oRD+dHuuhY0i9Nic1pd6Y3S2fg2um/uSOpZDrFx3RtUFyT5K/B+BrAaefC+Caw+ubDf9tzu/+k/9fHF6PebnfBnAmgENFZOdwzrcAXIfkXoNMOwB8CZs0AmCTDjGWY9b35Ul9th+8sH1R83dJ7jtEcvcDcI7j3M8C+O1BzlsB+AiAc0lem+RlAdzQUnYzciM8LcldAdegZLk19GthsGqVaU6AOX3VN0nUINVhtk1YuRHUpY7vkk7qUnVcMiHjyeUctR5PqeTqaFvExtRt1tFrvo2JtIbIV2LxveiILsnv4+LO3HkA3oOLUgx8nIBNqsGBAH7qOe98ku8CsBeA3wJw+fGDIVr7PAAnDL9s8ykReTTJZwN4D8kfAngagJcBeC3JhwE4Q0ROIXkTS10vB/Amkg8E8GPL518l+SZsUiNGngLgtdjk6L5YRM53RLSfBOAVJC8F4PxBl2cAeCuAz2GTA9yFJUWCa+HScYlGOQVfG26zjqX75JL7eMlFSs7EXAvfNvIS5FPC8G2Rl2jHJfSFEjou2dYAy2nHRTu6InJ512ck/xqb3Fnf9d/H5ocmpuwaPjt6KGcnNg+PPXlyzncAHDEp5xhclJYwHnsLgLcYZd/dOOfoyeujJh/ttIg7yvU7k2MHDcc+BuBXjbKPnLzeOfz/AoC7GeV+CMAtLfVlEbpVU8Og1HhYyzYZTnU063QN2lKGx6wvR9+QaFaOfqkpGUuYbEa2pZ+mygG4t/Jz+1ZLHV31+R5ILMkS2nMN+OyN7x7n7Dgsqe1K67g0/YA6O3+pei7a0Z3hf2PG0VXySMktnHtwa2m4Hm6LmUxrGGZffTllmNtaZoK/jVr6laJkDuxYXm5qR40osWt70nVOTWotDMayQx2f3IeWQuWaLvSW0OeXSsxYXOpzAnPE2puaOviCMTmMZYUGSWpSwp5uXY7uhKCn0eYQkV1GNFeZocXkUrOsEEo8FRtbV4kJPbbO2oz12OqqXX/ooit1EvbRqr+67qt531vI09IpsfWp0jpu0zMFS6flQ4497KmtzBQbWyKFqBY2mxmTV51DbnmLdnRJXsnxd2UUcnSVOkwHQojhmWOJK3vgotVmqjMXElHtyVQ/GyVlTi1r+jDHnJH16eGKfpegtOM8F931XbvknNVRpul/02FPSZ8Jvf9mP1jimNxWUtsg5vqlt910Jy1n8e+bc2LLiiG2zKXoSBHbQ/7LYPgqLYHdqRUR2a+xSLsVw8N3wbgm1OnnpQbfXE6siAQthEYdffmpKfXbzrWRcz9CdDT1i43G50Tvc9s6tA0P33Ffaz8N3WKc66exD4bYtrldzuVxF76hqY6jbnNy+eqyXeuLrtbS0azHbLOY7de5ukroGGtPl0SMPZ0bXyapttdGSF9x9YfQfhqr45xtnOtbvmttdbUci6Y98Z1nHm/ZjouO6IrI9QBcH8CdROR6xp86uQ0pEf0pmUNUk7mc1Dkn0DboU7a1SmwBmWXMlZein+3c0AmrZn8wo4Pma9u5gP9BmRB8Oxiloyy2OlLuaczOQ6gcpXDpGFpn6Llz/b1Fe66ROXsae70vXSeWkKjhnDyuY67jNlsZ6jinLARSdIwhZuznjkNfnrBPx0U7usAmbIuLf7uB0oEYgxW7wo2pN8ZxK0nugPYNxpY6xhjlGGIMaqt2i20z133P1cksq+TEE+rIzaU7hDgQ5v3x9dPSOrrqMc/z7RzZUhNM/Xz30/aZOrtp5NjT6RjqbU9LlTun41zUd8k6zo1HU0dzcZm72F28oztwyvBduEpnSg2gmGhMi8hnizJ9dbWOmJU2yjnntrzXLkKi1zajbDpNPpagY4hT4Dsv1sGowVx6QUg6Rq5z2rstt41Su1OlzluaI5haz5wjWLPu1HPn+sJUp3Gc5trWbXF0DwbwQZJfJHkGyTNJntFbqN2VVENiW4HmbmvlnJ9LCQcuxMmNKS+GENly5empn1n2HC4HqfQ9X+IEFBIljS17GxZntihYTCRaHd44Su7muc6P2VWq0X45Zc7tKEzLn+qZst2fQ2iZIYtO1+eh6XAh9mZPb+3LwfwRBKUzMQ7MeH7KZ6G5gzWdh5L5Wyl5yqEJ/C2oETlYkn4u5uSatqtvm66XfmM/Do2kmMcA/8NnNnpt6cfampw20bSFssT0020mV09fv2tpZ3x1xeqYInOI3QW2xNEVkbMBgOTVsPmZXmXhuFZjpQZgysNPJZl7WMA3+HPqaKVnqn65dfR2HHKc7tHomo5gTHpDDVz150aeXA/VrFXH3n1z7fjudS170xKbfrUW+T11NXVLdbznbEloWgOwJakLJO9F8vMAvgzgPQDOAvDOrkIpTuY6Z2+DE0OqM5ar4xIMVcw5sfJuQx9IieT37N+xfTVWTjNy0kPnltG8ECd3DdHFlrj6aOjO3ZopsUO61Pvky+tPLcvENxa3wtEF8AwAtwXwueErxw4F8P6+Iik2Sg+0kNydkGt64xvkS5Q3hN5R9VJM8+LMnLZUnabRCFfZtdvdjBa59MuJWroiUrXydM3okCl/iTY0ZbaVn1q2sqFkutNc2SG7DC3HYg166WgbK7WeaQgp13XOVqQuADhfRL5DcgfJHSJyEsnn9BZKCcO3zRl6vXltL+a21EynoYSOthykWoY5Rr9Q5hYrLfWb1j+XOxYSZUpxXGtt78eky6TKEFJHj4Vb6dxbV26y+XnPvOs1Usueuj7rMZf47GEJHXvNl3P2O0cO2+LFLNt377YlovtdkpcD8D4AryH5AgA/7SyTEshaJoOQvDGf8cm9B0u4hzX1q0lMPldKuamfl8S2axD7sEvJHPpeizFl+YRuPZd41qEnth2HFnW2Isau9sxB3hZH99cB/A+AxwJ4F4AvArhnT4GUn8c2+Zgr55SHe7aRGtu1qflNMdf0ciCWmrc9p/9SJ9uW99IWja+1qJgSm89YQ5Yl9tltIvT+LcmejtenELvozKFkTmxpSslk6rj1Oboi8kMAvwhgp4i8CsDLAfykr1RKyBZJjW2iGg5GyfzZEnqWXv0u0eC1ZJrnlXsvQnOTzYe1cifXmBy8Hu2d289Co0KtF8zTOnf3cRRCTP5syP30nWPrc7EPKqVQO+iQgs4ZbrbC0SX5MABvBPDS4dC1APxbN4GUn+EaXCnbNbaBFeuAtki4H+llCEon+7uoqZ/PYUlxZHpvneU+8FSKHvl5JcdiLQei1f1WNsQ4uyHX5NbpI7UNU3RMKSuHmAe5bIToGCp7SOQ1BHPuCClvWx5GezSAXwHwIQAQkc8P36mrVGQa/aq5gk3N5yttMJe2Sm/1kJYvymm2TWl9zbpbOg65eaTj9b4HSXo5QqEP043nlqivNSEPKtXor7bXShyu/pmTajU9VnMshu4K2c6r/bxKzbx7V32tdZzWbXttYysiugB+LCI/S1UguScA6SiPMiHF+McMyBbO5JLLHlewuYuB0hGTJeg3lSNlG9Q1WbqcwJJ9MTbPNPbcbXPESuu4pq3XbcG0N76/nLK3DZ8d7rXQ91Ey8AT0H4sUWb6/SPL/AvgugAcCeAyA3wfwKRF5Uk+5FEVRFEVRlOWyLY7uDgAPAXBnAARwLICXyzYIryiKoiiKonRhKxxdRVEURVEURYllKx5GI3l7AEcBuC42MhOAiMh+PeVSFEVRFEVRlstWRHRJfgbAHwE4FcAF43ER+U43oRRFURRFUZRFsxURXQDnisg7ewuhKIqiKIqibA/bEtH9KwD/v70zD7o3qer798xABIERVCgNExgRJERxWCRQMOAPcJBNxSiFiRMdw6KGkChuUSwcRIKWSrmhBQEcNxQRUZB1gPmxD1EGZIgKomwSCWgViEhwnDn5430eaZpezuk+vdz760/VW+99n/t09zlPd58+ffrc954N4HcBfHK/zsxXDhNqsVgsFovFYjE1h+LoXh64zMx8n+7CLBaLxWKxWCwOgoNwdBeLxWKxWCwWCy1T5+gS0UXM/OtE9NjQ+8z8lN4ynUlceNZDg7ug0d9yEsL/VpbLrn0uScodko7Ap+sp0TGnX8k34IS+Ic2ivhZ9OMs3DQFheZaOnyKmY6zeUZTqeEi2ppU9rbU3FmMgVt9IHS3KS+qaQUereazpx6kdXQA32H7fKPDeCkVPhuarWGvacCdbj0VitOFqqWOJ4fGfu5XxmsmZWczDjI7gsY/VVvqV2pu97DE/d0u9dhs92/Ny+7KnXGd1a6kAZn7a9vsJ/g+Avxss3tEz4wITo1RWSbmSun1HcGZ8WUu/i35GjkWPFMfUX4vDptU4bGFPWzlaNfLNMpdzMtTqaImkHw82R5eI3sfMtxgtxzFDRP88OPzBNGoy5iK6u5zSI5qYjhL9UhMsJlcJNTrW6OeXkchUQqs+dOueIaoROmrT6LiP91g/HoOOflm/3pDuvfUOtVszF906Z6NFH+baCjGrvfFlsdKxVYqGVseQHKF6pbJb6qjpx9lTF1KIOmxhw6yG2BKtjrHjl9bPqvTYx0quWfXby2ruy7Uz0xFurqx7XbvwzOAku8T6MXQ99yxb6dhjnI6mp46HZk/d8sdKLk1wpO6aFLpDdnQPMxS9aErv3B/foSgx7i4h2UP19jIwte3EykscTCmSiErMCexJTfvSMa1xBFs8B3esaudiyfPplafvtwkcf87oTs/nmzqx2JHajth9I8bMTky20vQ4jV0Y6cy31i/H1KkLRPQxhB1aAnB9Zj5kR316/CMaCT2NSKotZi46hqptN1UmRKqenDGU6Lh/etbaeUiljexo0z9K9APSn9aP1e3Ln4sI1i6usTot/iOB275LKM0n9bw1mw+JnjU6hp75bDq67WpTFw4NjT3V2sdR9tS9v2ScatK/LDe3pToCZTZVq2dKX6nd1QZIcjpO7Sgyc+i/LSwm5NCjGq1zUaULd6pMzSbCdwhiMtTu+mujlq02STH9dyz7WVLeWlf3uafGTM5ZjBE7UbCMzPsyha6lFsmYntIIbOpoNiZPS0afQNRgbU/9Z1FiT1O0dkQlfVkyDyXU2hppnm7sXkti8zen49SO7uJwiBmwlGE7BAOechRikyum42h9pVE49/6UfpqUipHHhT4Shz9URmvEtU6VJa6OqSPcWJnQ9Vg7oza5e9sxJx/4zEU45OzGnGKNDC2osTWzUmtPXbT69hqrWh1jG9OZ+9OXU7Mx9TeeFu3l+nY5uoumpAaf9IjcReI49lp4rQxnTsdekU6JbLH3JfKFFuWRxlziDIbu95GWD5VrQWjzoZFRM69yUVJrYuMtFMmWINV1pENv2b7kNGMUEh0t1ozQGLLu25icrfsxFeluqWPMea9pM7ZpTekZa2/q/6O7OFw0OzXNeyMXmxJyDkapg9XjOVgsgDM5gbssWplKdQB0UQsL3AVGq2PN+6WpDTWUHO2nykh0dBf2WRzEnVbPuoWD1Kq8ZM2Yse9cateMXb9D0NP9vb/WBB6kOi5HdzGUkqhsb2e3JFKkrVdyvRW17ZU4DTXOoxUW0QZN5LDX4lOqV+147Bmltxg7koheaJy2jAS2wtVjJgfI0g7M1helG+tcnSXvtaJWRz/yrT0ZlFwHVurCogOl0ZPatAdLfGdXOjlTOqR0LIlW1RBKK4j9HSsnLTMrsVy60o1O7z6UENIxFQWTHhOP1FE6H2tsRm97E6M0XSt11DuiD3N2sbTcLPZUwqiTup6k8pFD70uJ2ecYy9FdNCU2kN1BWjPYR6DZgdbmZB2C4TvEPtRwyH2Y+8CIe09NXl2rUw8JJZHkWdJpNKT009jT2D2j9QPOHHsqWRd33P6SBIBmIZajDITzb7VriEbX5egumlGze9YM4tyucTQWUYRROtYsPFoZRx8Jp4yvdKHZSX0oJNZeL1KnE0DdByB75OZK8E8o3Oh16Ohea2+0EaVeaCO+M49TLYeyZkjmlfY4X9LOTDr6G7PWOq4c3YUpJc5NzQRM7Rpbkcvnk+qjzX3MXbNCGzGolSVk6GY5Yozpq5VvxDgFws57jNBcrHEeeuE77ikdWtibY2LUOA0Rs6cW9kZyrQfaHNdZ14wYvn6jNk3L0V1Mx6FEEFxyDkKNAzEDrpHKOROHhGZx0eic2wz1JNem/36tfDNE43uUnXXMS8bpSKcjhMRepsboTLrEyG3IUvfM1l8xapx1rY4aZ36lLiymYB/gtceKvZAcXfrHv7U6uuVbU3I068s3OhWhBX50MHRdUrY0NaAnfn+WLGKzfMBpfz+nizbiO2s/Sm3NjPOy5ESsxNb0tKd+m9oy/lH/7DqWyAiUpQVJdFyO7mIKch+06GWQaxZ1ad2l7Vrn+kocg9K6Q+/NuKiWkMprPAYdNR+UCd0zYnEtwddHm4ftlpmNWltjKUeJwyOtO3e9tT1tTSyla3YdS8ZWSDfJ+HHvid171KkLRHSKiH6MiF7nXX+dd88l2+uPEtHlRPQ6IvqSjnKe3n5fTER3JqLziOg+27UvIKLH9ZJlBNrk/FYyWHwAwK9TW5+1nrteNQn/sXp7lpuBUGTMP27LORghY14qS4v+lHyYSfJBEyv9rHWUOuE9dGzFLHK5Y+pY7GlIDsuxar0GWWA9F/3otJW9SHHUjm4BVzHzvQF8D4Dvd98goubPipkvZeY3AzgPwH22ax9k5idZtdFDj1b0nvgl7bVYoFtFXmr0K6lL4kTVYuVIhurcyeU8tl5cJdct8B35nLObyzmcBXehDeVEpvrxUHIlJbQaOzU2QlOfS+9+abHRSdXnjk3N5rpGlpCOLR3SmI6xZy21S8BydGO8FcC5W4T1OUT0IgBfTkSPJ6LTRPQqIjoPALaI8eu3azcmovO3v68goou2ey4lop/dIsU/sl27CxFdSUTPBnDOdu0SIvoqAI8C8B+J6JVbdPfXt/cv2up9PRGdv117IxH9AhG9lYjuv117MBG9hoje4Fy7goh+CcBP9XuMh49mYkvvTRmtWhm0SA12ytjEPjgi1W8vU0oro+zWYXH8WpsbaensxiJHuSPAlsekKf1KHItQtM066nYsTm8vtPZUcn9oszIK7TiNjW2JrRilZ808BMI5tRJdauzfcnTD3AvAO7bXH2HmBwG4BsDNmfkUgEcD+EEiuiOAWzHzPQDcF8BHATwRwDcDuCeAxxDRdbd6TjPzBQAeuP39eAAPwYlTe0uv/acD+DVmvu9+gYjOBvBft3q/GcAe5f08AD8K4EEAvn2L2H4vTiLCpwB833bf5wN4EjM/tuyRzGHUe0awJG1qF2GJ0WqtY0oOn5xukminfz3kkFrp7OtXWrel09zCMar50FfuSFmauy2JzpSi2SSFkEQAJe/ndJTUlSo/2qa2PiUL6Zdrc3Z7auVYS+xqK3uhLVuiZ8qBtwgcaGzXmfphNHZeXw/AJ7bXtyeiywF8BMB/BvDVAN68vXc7AKf2fFoAfw3gSwC8AQCYmQGAiG7CzO/ZXr8bwM22+9++/d7bujEzv2+7750CmW8K4L3MfDWA9xDR52zXP8zMH9rquTFOHNrbAXjF9v7NiIgAfIiZ/0rQzj+TOoqcIX/IQobaSGLrtkKGQtNuzXFybpFvkSZQMr5Si53WAZRGZGvr0tZnNRd7zNsax6+mvh661Tggo53aHK3sqWacWsx7Tf1WY9XXMTX/UylcJWtKalNeeoqUm4u5eRCSIfZsaueFpPyZGtG9hohusr2+AJ9yQq9i5nsz89cz819v167dfr8DwMuZ+dQW1f2W7drd9ko3h/IjW7rBdQHcCsCHtrdd5xoAPkpE5xLRDQDcxnvvagBne9c+DOA8Irruljbx0UC9BOBvAFwF4L6bnOdvTvi1MKTU0M9u7HdKZW2po3W9NfqVRAJDtD4Glh6JpTYU2j6t2VyUUKJjbcQ0VL9Ulto2JMRSZ2r6spWOM9qaFuRklaZGSeqykKdFnSkda5xwK3vcktJ+LDkV8DlTIrpfRkR7hPOFAB4H4AVEdA2AdwJ4ca4CZv5jIvrgFtFlAL/JzE8novcS0esBfBLAv8NJSsKzceKoPpWZrz7xfz+DJwJ4wdb++7z33g7gyUT0HAA/sLV/DRH9AoDX4sRpfXREzmuJ6CkAXklEDOBPYvf2otex/GhikYvZDE4JuT48Nh2PlVg/zuo4lBBL65hFPgtmOllrQcreHMtYtdBxxv6XprpZnSxKOGpHl5lPAzgN4IcDb98zcP8F3t+Xen8/CZ/Kjd2v+f/66y0A7u7dc7Hz+tT2+00A7uTdd4nz572c1xdt7/8KgF+JyezU/WJ4zruvWy9mMCgSckfN/vuxCWtleKyPd/Y6Y3VJ9QtxKH2cIuQc1eplUYcFOUfPOtWgJdr0khZpNRaUjo0etsaK3PF9ib0plXOWubhzputYWl+pjkft6C7qSOUSacvk3tNgOaFdmXLGtkT+0YYnJHPs+ZXk0M1glH1HThvBG91HElydNJuQWJ/WzkX3WYde16AZY3ubsXEuqUMij5/KUlpP6O9DGH9SNDrOGI2UoF0XJR++KyU29muJpXLV9KPl/NHqfabm6C4qGGGgei8GPXXc8ydLNxClbUqwiGqGcmA1MtS0rZUpVU5Dr/Ga07G3PC2IjR33wy3AHDnsJczg8I2aixo0R9297WmozpSNiVEb5W+F1lZaymSRi74c3UURkgm877osFqIRi0GuTfdDBKXOXCyiPBuxPrSUubSu0AeOYnVKHcMaeULyWS70OcOfioiG+lEjm+YEpJSQfrGIdkrGEpn8cdBrs6C1pzPbihgla4a2/Gh7mmpzH9epUxlNdDQ3Dno48yFKT5lC91lFw1fqwsKMlBPUYtJZHttojE3uQwSWurr11R5x5eoIHc9KF5eSI63Qs2rlXKYcFv8+/5lrPzSROkq3zIf1nQKpU1Yqh+SZWEZXQ2Mw149+GkVtX8be6xkhj83FFvavReQ1Z3Ni94aes+WzrxmrFjqmggeajWxqXJQ+L609j+lgoaP03tQ9K6K7EKGdLD2ONFoh/aCA1JmJRQt7RBw00U7//pjMEiMo3Sy0HA8x51Bb1jKSZN3nNY6bRketU2A5vrX96I9fqUOolbf1/JVE7g/dnrpo7GnovtJoo3asasajRHepjqnrufot5mNoXUiN0ZADnno/dz1HSsfl6C7EpCazxuBqjbPvqMUct9bU6pgyOP79LXW0jLa5hPSTOLStnV1J/e6xYkiukkU0VZe1I+g+Z60T6Mrl48oZ0i83Tls6uyXkNp25ceC/12rDWhMx1NTdy57WbDpD97pzKGdPR+mYayd3v69jyHH05760bSukAQ1/frnlczq6r0t1XI7uQoV0MdNO8tR9uchMi0mtdd5r25IaDMs2LeqQOpES/UZGp0LH/0DcQY059P5rv67WOkojs7n3c9GWESc2kucXc8ylUSf/+qgNmpaSkwqgzHaXUltvyZqRuqfVuiGl9Nm7sqc2Wi101NZZYyckgQapLMvRXagpnTyaHW9oQuWiGr0XnlyUQiKTxChr6tPQq67aY0ELJPXWGtOcE6itz5qUYy6NBEuQ1FdKTWRTam96pBRpkUREJfppjvh7O4K1Ou7va9KoWuqosev+37HnL3H+cvVbUHOKkLtPOxclY/U6otYXCw/prjkXGZFEaEaicURTddQyIh8vpHvK+NbIp80BtWbXtXacWoyXUqRtS5yNVJ+6DpPVBscKbT+mNtOputzrI8Zs6TjNEdsM9SY1lg/Vnu5I1kX33hDSnPOZddSu/b4+Gv2Wo7toQmpXbWWoRhPLaQTsFgm3jd4699ZvBH4U1kI/18j31C93DB+6VnM6M3JshgjJY7H5iv2du25Fqv+AdvZ0pL2xnI+h+kN/9yDmvFk6pf5zHOHstpShZJ6v1IWFOTMselaULm4WC8eo59ii3VhUrEfbMVJtlcohPRruRc4hKpHV13G0vrlnbpE6M2qsSiN3rduwIvYcS+zpoZFbSw55nObY+7hGFsnpUeye5eguTLE2zCWLc+sdrFR+qTNg5YBYol14rPXrmVfm5oWV5mqmjsRDdafkscZt17p935HW5lRqkeSh1uaXSnN5Z6LG1hwbs9gbTfu1ZSRpZq2iqu41y42+5VxbqQuL5tTmLaby6EZjJVsuVzB2rTUpubRHUrEPUpQ4liW48uZkl+ah+mX89lJ1j6QmZcElFElpqV8oTy8kl3/NYqzGdDwE59HVX2uzeuqXclKt5mLMDvWilY6h66NsjZWOfl2xOZfTsXtEl4jOIqK39253MY7QwE4d44x2AqTkFlf/eu2C0WPBKV30DmGx16L9sMRsSBeUWj0088CKGZ596+iu9aZ5hmeWovRZzr5mSAIUI+ZQDbkggbaMFm1/d3d0mflaAH9MRLfo3faiHb6x8ReBkoT0VERsBNLJZS1fzZFQq5woS3ouVFbtuM7DoY5TC0IRo96Oh+Q5W6Qy9NTTepy6f8/iFEplkeRmlrRb+hw05UY8a1e/XnnkvU43fJ9CquOoHN0vBPC/ieiVRPSC/WeQLItCtAuM1KiNcBCkzop1DnIM691vL7mljOhnqxQJ7fFZaOGx2vS5jIwAhRadEh1nOkYPtTuTo5giJ2fLNKgROcK5envqOIreEdOSXOiWpPQf5eg+AcCDAfwogJ92fhYHRmxwWRlSbbSshSGV6NiCHjpaR0ssaOEglRCq03VU/XzlEKMXnx59OOrYdYYj+ZmPl3OUHqlr666tM7WB1JQ5RB219NRR24aljn5bubaHfBiNmV9NRLcEcBtmfgURfTaAs0fIspDR89hcmuYg/WCRpt0eZTRY6xhrI7WYtPzwxoioruZDEblNjuTDHhY61nyoJKan5XHjLt9sjp/leNUuroeA22e9P3QWSqvIlcnhbz5H9llMR+kH5Wrbra1LurEeoaMvQ44hEV0ieiSA3wHwtO3SzQH83ghZFnFKPv1ZUqYWi/y7FsygY4mTGksr8MvPstCXpCSkjqIP5Xg6xujj/R7lR0Sua+lla6yfRWlUz0/ZaZk7OltOeKrMqFOWnuV71KtJfyNmNmtYChG9FcC/BfAmZr7jdu0qZr59d2EWi8VisVgsFkfJqBzdTzLzP+5/ENF1APT3uBeLxWKxWCwWR8soR/fVRPRDAK5PRBcCeC6AFw6SZbFYLBaLxWJxhIxKXTgLwMMB3A8AAXgZgGfwCGEWi8VisVgsFkfJKEf36wG8mJk/2b3xxWKxWCwWi8UZwajUha8F8E4i+jUietCWo7tYLBaLxWKxWJgxJKILAER0XQAPAPAwABcAuIyZHzFEmMVisVgsFovF0THM0QX+2dm9P4BvA3BPZr7pMGEWi8VisVgsFkfFqC+MuD8RXQrgXQC+EcAzAHzhCFkWi8VisVgsFsfJqA+j/RaA3wLwkvWBtHm58KyHBgfHjN9C5H9DymXXPpck5Y5dR4l+mm+rsf6625QcFn04y7e3xTg2HUPy1Op4CEjnYu7rUWdh2dM4S8eybzgLfbNmbX2hciEdh3wIjJm/aUS7i8Xi09EaGP+7zd2v0i39aswZF4jFPMzmzNeQ0qPWeaidi359i0Ur3PFZM7elY72ro0tEH8OnfwOa63kzM5/TU57FQkLtolG7SLdYfHYHs2RRdBdUKx33+o7FoenJmfDcZtKxlSwWc/Gr6BuneU4xjtGeuszw/FvrWDNW3fK9nlXXHF1mvhEzn+P83Mj5WU7u4mhwDc2MUZKUfBJ5Z9MpJI/rBMyAuzFoUfexs3TMl5n1GflOjpYWOs44F61sxChnOye7q1/PsTrs/9cS0fkA7rn9+RpmftsoWRZhLKN1rSmNssRyRN0j9diE7P1cSnSU9mHI2e2tX22kR5P/ODJCaNmP/jgdPVdr8u4keeOujiPtU00fAnFb498Xur8HLfvQv09y/0xo1oxYqleuXisZLdZF4FNyx+zNyA2WZKwOcXSJ6L8BeCSA390u/QYRPZ2Zf36EPIs0sUk7G7ULvVa3WHstn1HtAhQyvFpnsGUkZJenNHfYMhrdwpGqnUPuM4q9H2ozVV/unhGk5PLHR268tNwAWDkSpe3Mbo+194+wpy3XjBkCCFZthnSt6Rvr55DSc9Q3oz0cwF2Z+fHM/HgAd8OJ47uYmJmN6k5vGX3nqsTRcH9CWBoESZqC70RIZEy1pylb0n+55xOLzrdMJYjJMaJsjFZH3qVRHk3OnmQc+9etdOzpqITmov9aSomtGWFP3dc1OsYYrWOIUj1jWOuoKe/3QaxPJJsEq74ZlbpAAK5x/r4Gn/7BtMWBIo1YzRQd1soSuj9VXrOjTh2L5doJoS0nlbO0/0L6WR1/adIzrI/8NXXURK1Dr/f2Q/dKF0TpJkQquybCHpPJryvVzi6fpEyM0DOM6VoyXqzmopXdTNma2khdjT1tod/ejv86NHYk1OiomWux90Kv93b81zVzULqWx+RJ2aUUEh01Mo5ydH8ZwJuI6Pk4cXC/DsAzB8myMEAzwVpHRCyjgrHFQFKfP1m1u2zLYy5r/fb7U86iVr+Wm5+Q0xKSP6VH7hm691n2nQSLzYJ0cXX/7qVjSD9J26H+1m46rfuyha1xy88wF4/dnu4yxdrJ3ROrr1ZHSb3asiEkG0+pDLX9ItFviKPLzE8hotMALtgufRszv2WELAsbUpG6/f3SwZzaMbYmtBOP7ShzkSjpUVNPHWPOakg3zS481pbkPuk9pYSc2phxbiVLSwfR7ytNW5LF1ToariHUtnRjkupHzThvReykKOVslDgiqfc1dZUQs6fSTUsre2rtAMdOGXyZQmuG+77Fs29lv3Lr4v5e6Lp/4iPxH0J1Sunq6BLRZwO4mpmvZuYriejjAB4I4IsALEf3SAgNRAsnt2UZDanjopAsUgcwVCbnjFkjOQrz39fqF2qvh4OR66fcPSlZU30YqrO3g5gjtnDFFmp3TKZ06TUXc+M0VGa/N9eXOR1bIFnYcxvrFCGb0tvWuO26MtUygz2NbVr292ojmCFGjFO/fUA3F6VINjmptnp/GO2lAM4DACK6NYA3ArgVgEcT0Y93lmXREOkuOrVASoz7SLSLSui6RB935zsjqb6S9qFm81BLSbRH4iTnsIzSSGTRLui+niUL8z5WW+sYk1VSzkWio+/Uj5iLtbYm9l7MqZfWaYmmDzX2JtTOzPa0FnecHvNY1bTb29G9CTP/+fb6WwH8JjM/BsADADyosyyLSdAa0t7Oru889Igy99TRYgdeYlBHb1os2s/VMSJC5rar1bFGzhGLqsVcLKmjla4tomE1dbWYoxb2VPv8R9ga1ym3sv8WG24raiPTsTpr3o/RNXUBn/71v/cB8JMAwMz/SETXdpZl0ZBctCX3fu4IxnUgQq+tkUZDYveUOoK+Tj0W2BDWUZ6YIzb6SN/N3wXq9BztyMeQ9KX0GDw1L0ZHzVL5ke7ckoy52PPo4QjGjsA1MkjSS/wx3+vkIWb/c+VK2vTn90haRM5929VD39R40c4Z6Vx065Y8t96O7tuI6KcAfADArQG8HACI6Mad5Vh0IjbBrByaVhEQDSkjUqunRfSplpwBmyHyVNOeJpe2NFI6epzmxijwmbppF8iZxqqmL6WM3Lik+sJqLs7Qf0Afezp6M526HuqH0nk4Sl9tH5Y44xqdeqcuPBLA3+AkT/d+zPwP2/V/A+CnOsuyaIgkPyj1vmYQj8pH6t3mzPlWFu30yGENteviLgxu5MCVrUbOGSJJueNUi3E9w1hNLfIWNuOQ5v7M9rTHiZXPyBzWHLkIvqaeM0XHXB1dI7rM/AkAn/GhM2Z+A4A39JRl0Qbtzsz6aGXk0XcslSGkY2nuZA+jJTmmdd+3dIpmNMohtHKGxuUMOa1uX9cezYeOvnvMxVRU3rr9UCrRqPxPVwZfHkt7Oooe9saivlJiGzD3/UPqx5C8KZtnmQqU06+ro0tEXwfgXGZ+6vb3mwDcdHv7+5kPZJVbmCPNlfPR5HdZUuK4lhquGZy/3FFTC4eiB5rcTG1eZ0l7LdDkvFnJtz+jnmNX2pe1Oo7cTAOyo+3SPp3B1gD97U0PcmlS7j17vx16P/qk+rEkeCCld+rC9wN4gfP3ZwG4C4BTAL6zsyyLyQgdFR8CKaMVulY6uVPHzdZIchlzHyo4FlLPQqrnIS7MPhJdR+UiWzivWrtzKHNxR6PfiFz5XNupVJvQa0mbI/Qs3SCX2NTeOrrt5frR6vRFomPvD6P9C2Z+v/P365j5bwH8LRHdoLMsi8lIHSn1mqyanXOJTKkIdK4+C+dR2lapPO7zyx1jHQqS5y4Zq6lnMxsx+XLzY3S0M0XMvoQ2Ly1tQK59q3ZiKSkS/SzHp/R51pzmxV4fy2a8NL1oRD8CMpmkaTYWY7X7/9F1/2Dm/+L8eVNkIKJTRPRjpY0T0SVE9FXetfsT0YOI6Dwi+r9EdJqIXkFENyttp0Cu09vv/05ENyeiOxDRnbZrdyCih/eSpTfShb+lUfKjOVYRZf/I21JHqcGJ6WT5PP0+HL2AtGo/1Ie5PLtUHRZRSCs0Y0P6fq3T2/JkR5NLGLqvJALslrGei/6YGmlP9/p9m2pRpwWWG7FYn9bUF6pbi5VtadGPoXZq78nR29F9ExE90r9IRN8O4H91lgUAwMwvZeYXbX9exsynAPxPAI/a76GNDrL8ODN/AMAdANxpu/ZWZn6mVRtE1LvPs0gHcm8HqrQ9qXGq2R1rF1jN9VxdIf0kkYbYc7FeeGLy1NTnEzp2k+bC7q9LnSRrUjr6P6kyVukDfv3WmzLXKfT7xM+LlDDSiZPORWmbFnPR0t7s5fworVT2npteizp3UmlvPU83NdcldUmit1IdQykQsfp7Oz3fDeDbiOhyIvrp7ec0gIsBfJe0EiL6bSJ6NRG9nIjO2a59JxFdsdV9WyK6BRG9ioheT0Q/4BS/aIvYPmsrdzERPcJr4q0Azt0iwL8M4GUAPp+Ifmmr80VEdBMiOouInrHJ8pKtvq/a5Lhijx5vUeInE9Ef7tFZInowEb2ZiJ6GLYWEiC7dvhr5UQC+j4h+w41iE9EPbPq8iohusV37YyL61e33HbZrjyCi124/d3Lu+3Wc5EkXMeORZGuZSpyRXB1+HlNNQr4WqfMZQnpfSr9YvRZHwKHrNc8ztPBonNkelOqY2rCk+kzr0JcQm0M1G4PRpwwStHNRupmObVZG0Nue9sKP9EuRbGBDOuXWjB4Re+291jpqZOmao8vMHwJwdyK6D4Av3S6/iJlfpazqYmb+h81BfRgR/T6AhwK4BzNfs0Utfx7AjzDza4noZUT0a1vZP2fmizen9W6R+u8F4B0APgfAO5n524joawC8j5m/k4geAOA7APwZgA8x8yOcSOklAO63vX4pgFdsr397e+8yAM8E8IMAvhIn6RyXe+0/HcB1mPkZRHQKAIjoCwDch5nvQUQXbOW/E8AXALgrgDsD+FYi+isAX7vpcBMAzwLwEADnArg7M388+3QdQoPP8ghphgXIj/LEFv8Qkh1qbqcea1fahqZ9LTnjJLkmkaPFsWSpA9hioXTH146mndabBQtCDogGfx7G6q2RK1R/aV2ldUjTJFJtx+odaWv8+mN9eMj21K07pKfbRkluqeY0QWPbtetArg/3v0v7UStHLV0dXSK6C4DPZ+aXAHiVc/1rAPwfZn6zoJqzAfwkEd0ewDkAng/giwBcyczXAAAzX0tEXwzgyq3MW7Z79tfASdT21l7dFxLR5Tj55rbvAPC9AHaZbgfgm4joq3Hy3N4I4Euw/f9fZt6/wpiZ+e82va5x6n47M1/tfNXxtcz89wD+nog+LND7PABv217/EYAf2V6/i5n/HxF9AMCNAdwKwPn4TOf5HbVOrnu9ZPD5k6bWEbEyyr5sNXlu/rOpXRhjzoPWaKVklLbtlq0xQCkDWfKMcnXlFp3Y+5bjrAUaZ9Afh7GyFg5gDbF+KBmvNf23txkaG1YOrn9duxG0tqclcsXKlPRjblPt62ixsSsdI9ITnhAaB1dyeqINRkixXDf8Oi02r5qgQe/UhZ8E8KeB63+6vSfhDgBuwMz3AvBUAATgLwHccY+qbr//EidRTgC4I4D3bK/Pd37/hVf3Zcx8b2a+aHNCAWB3TN8B4FeZ+RQzXwDgh7Zrd3PaBICziOicLaXibKdu9to6i4huQETn4jM/iHe1Vxab/LvsX+HI7tZLAN4N4A83OU8BuNDTw4SSaM3OrI6DT6mOrSJrlvXWHPFZOqnWC1cpkuhPjRM4w7FxCMu52FJH67F/6OTsaa2O1s+oxtZYnvy1tDel47/UyQ2V0ZbXUqNjqB9rbIbmdKZrRBfA5zHze/yLzPwuIvo8QXkC8CcA7kpELwXwfgAfYOYPE9HzALyBiD6Bk2jsTwD4FSL6FwBeyMwf2D5PdjsieiWA9zPzG4notkLZXwDg54hoj0T/zHbta4joNQD+HsADAfwogJdvsj4+Ud9PAHgNTqLOH/TeuwLApUT0ZQCeBwDM/MEt//gNAP4RwLeGKt2exYs2ma7BSeT8iUIdzWlpMC0NYA2SXXdN3aOPpX0ZaqNcMzsaIQdiZnm1WEdye5ObC6XvScrMaGss0kVmo6U9tayjBGl/zdgvLpK1NzZWLeyqdu3v7eheP/Ge5P/onouTo/rv8d9g5l8E8Ive5VPePZcEyl3q/HlR7H5mZgCPCcj0af/6i5lfhpMPr7nXTvmvmfkF+PQvzwAzX+z8eU/n9ent/ScDeLJX5oLt93tw8qE+MPMvA/jl0H2jsT6ysCSXcyRd9CzSFXobupx+MaNlJedow26tn/s8R+uW06VHRGUUvY9ILdDYGuu2gLl0tNB9xnGqsbUSXB17bMhq+6u2L7R92tvRfQURPQnAD2+OIwCAiJ4AJ2c3BBE9DCf/jeAb2oq4cIkN3NhRRK9JZmm0Qjm1ofpbHBGmZLKoW2NEe+lnvfDEcob9xaS1s+62q/nghgR/8+TLHov8zxCFlBJbrLVjNsQsTo50jtXkJJfI1MqeAnG5SuzNjP2YOnU7pPnnklr3S+6TvieRqaR87xzd7wHwxQDeRUTP237eBeC2AB6bKsjMz2Hme27/uWHRAc0HXELMYpRStIwkaGToFcXd2xqhX+6eFu0CYeMsac/SEW+Ffxy4v7ZygmL0XNRD9fbUMbQRLmEGp0dia6x1rLE3pdHNnjqG5mCqDUsnsCbHtYTe64bFPUBnR5eZP87M34STD0hduv3cj5m/yfnw1+IIOAQn15JSA5BbRGNGtCWhI3cL/VJt1eDKGzL8fn5xqO3QYlzzzFscB7u61UTJ/A2AVE//GbWc49rItOVRfy8dQ+3FCJ2gaZ+RlcPeCusTrBl13EnZIWn52AZCO68tkfShZuNjpQM5GQTNoZOv1f0hnPxbr6sAPHn/V1yL+SAi1eCQGF6rHKLcZGZm0TfZERFrFoxcJCt3hC5tJ1aXe12io69fiaylzqq0XEzHy659rqgPLzzrocFx6qc0SI/3Q6kBOaQRJP8eCx1D5Jx9/9nn9JQ+o9BzsNQx1TcpGUP3p9rxyW2UJDrW2prYXJXqqNVvvy61NYC9PZWW0bQ1m46t+9G9Vqqjtk9yczFUJlU+VEYzF3unLvwqgI/j5Mscbgjg5zq3v2hEz+hO63ZjdUqNsuSoXOrsxyKUUlKRRYlhtdCv9PixllD0UzKWfEdQEynLYR1l6ZFekVuUe6LZgOz92Epm7ZF8SGaNrZHUG5uLGnvjl63Fwp4eqo4hJGtBTKYSHbXj1C8f+rsEyXMvnVO5ctcR12jDFzDz47bXLyOiK5N3L6YhFYnVTgJNVNd1VmJRM6sosSUhmXI78dQibqljTLaSxVV6VBhyIlPy9Kb0mUsdL+3z0pAbO7EFxT8Ol0S73fZyjpulftL6clE7/zmV6Fe6ae1Jja1uMR9b1Gm1HlmhPUHIlS+1p63QRmUldUgixTHbpjkN6B3RJSK6CRF9LhF9LoCzvb8XE6OJ+knqkjoHVvVpsKhPuqhIF4HZ9NOwOxkWEawaGbT4DtGuR23ExRqJMyg9Dgzp6I+XEc6ENIq735u7P3VaIdnYWz2DXrbGxR3PrWQK1VlbXrtm9NQv1L62jFZHfwPn39e6D2tsas/7eju6n4OTr9Tdf87ByRcmvBknX2u7mJzSI7VY2dBklBxVWcjXo76UsSnZOPR2MHJGOBXVC92f6suWzneq3pxOubIhZ7hEjlpS46xWRx/JnBwVWYuxP4eQw+73o8QR7E1NYEA7TltREgEMXdOsGbn52GrNqI2q565L18VRQSDJeHTris1FC5m6pi4w83l08vVk/4qZ39ez7YUd0gjkfq/lfT2PaiyplXmU3nu7WuftEPsIyC8wEmcjF70G+jsZrjy9ouq9dXQXR81C7DsPo9jHTmoDXOPsSpCm4rSiJpBySNQ6ijOmy7hoTz0k99fY1K6OLnDyDWNE9HwAd+7d9sIO1/nRRCYtjVMsD280WqdUetw8Sjc/MtK6D3viH8+7jr2VLO5za9mHuXQKV6eSvoyVaT3PJcRyzq36MXU0bNWnknpazhff1rTow5LUGsBOz572JjRPQuPF2t7sbbUkV/+ItT9F79SFnSuI6C6D2l4YE1pkUouuxSQM1dFicmv1sDwWHOm0W/XTTuz4W3KtFS3bqo3YzIzESe75bCUOvlVbsTZa0iMnPDYXe43RHuMlpuNom1MyTlPBpVnXjZFjdZSje28AbySivyCitxHRVUT0tkGyLAxpMck0xyAtcq58rHUskbmljiW7dQ0jnEDfELrOWihPzL1HS6wd/70e+HrG3peQG6f+s9yv9STVn9Lyfjk/6l8TFddSEuXNEcqFTNU9gz3VOnClR+e9sGovZa/8eTjDxrpkrLo/ufIxHbunLmw8YFC7iwNFarh657LWOg+5uvzrrXbr0rzN0DG4VRszpJ3UIH2GLVMYUk62lQyx+qzqL0Eik7aukE7u61E5yDs1qQYjbY20/VoZUpsVi/o1hNqvlcOvJ9bGvknouWGxHKsxfL1T9Q6J6DLze5n5vQA+AYCdn8UZwqE7NcDhHj2HkOZUjVgkrNDkdVnnX/bCj3zldLRoT3PdAn/R1JbRInXKWlLryGtzY0fkeLbUcQSaPNVjWkssN51WdQ9xdInoa4nozwG8G8CrAbwHwEtGyLKwoXXyeUusF0vrCOXuvJTUpymj1a8G31lpvUiNjBqHctiPjd46SZ35XjJY3q+ZDy1SfHo9WysdS/phRC6r5FnOsGZI5Jgh4KHRcVSO7hMB3A3AO5n5iwDcF8DrB8myKERyzHQoO9jYZCmRs5fTJiVlDGr0a9WHJfq1uj+WmlLivNaMC0nZEXPKX/Bqjkkli5ZlqpAG9wjYlXOWuRhrx5cz1H4LZzlGSWpC6ln3PL2ItSu9b7Z1IUduPs62hqfkGeXoXs3MfwvgLCI6i5kvB3CHQbIsGlM6IXKTLJRD12LyxerstcBKZLFqo5dhdj9g4F8rQesISqMrEoe2xDlrtYEaEbnuvZktqXe2RTlGqa3pGS2UUOIgWWxYtc+plc3RRjwt+yZkU3uMf6ntqZWlZE0c9WG0jxDRDQG8FsBvENGHAPzTIFkWAnocm49YwKR5mH5SfywBvoXBqtFRq5//uqV+btu15TXHoK5usfali1Ouj0LOdek4t372rRbXHkjbO0QdXVvjYjUXW+dQ+vOrRRkfyfphYU81hOZsSM7Z1gxte7ENR0sZtM7uKEf363DyQbTvAvDNOPlq4B8dJMsiQsni2mJB7oV1PtNsUaSU8QkdZx5abqnEuJaM51mQypLaqMzMLBuAVtQ6gbFymud2KGNBwqi+b7UuztQ31s/WDxD1hpjH/LMDIrolgNsw8yuI6LMBnM3MHxsizGKxWCwWi8Xi6Bj1XxceCeB3ADxtu3RzAL83QpbFYrFYLBaLxXEy6sNojwZwDwB/BwDM/OcAbjZIlsVisVgsFovFETLK0f0kM//j/gcRXQfrCyMWi8VisVgsFoaMcnRfTUQ/BOD6RHQhgOcCeOEgWRaLxWKxWCwWR8iQD6MR0VkAHg7gfgAIwMsAPINHfTJusVgsFovFYnF0DPuvC4vFYrFYLBaLRUuG/B9dIroHgEsA3HKTgQAwM99qhDyLxWKxWCwWi+NjVOrCnwH4bgBvBnDNfn37WuDFYrFYLBaLxaKaUd+M9lFmfsmgthdCLjzrocFd0IzfROR/q8xl1z6XJOWOXUeJftpv5El9i1rJt/vEytb24V73LN84FJLFYpzOoh9w5ugIfPp4tZqLszDTXAzZmxpa2RsLG1haXirLSB0tykvqCuk4ytG9nIh+EsDvAvjkfpGZrxwkz8KAfcC1NNy+U9VjkRhtuGZbCENfS2pluCwdmtmeWytmcgRnkWMxFzVfSd1qXTnmeTPrV2O3kEvSj6P+vdhdAXwFgP8B4Ke3n58aJMsiQsmAnHFy1VKr0+zPxHda95/FooTSsZMqt8bj8VC7roweC7n2a+Szsr2tn9GhrYlDHF1mvnfg5z4jZFmk0QzI2Q1QrEzIuPg7RPe+Uc5gD/1q26uhdLcv0THkzI/AwgmM1TG6/1q16Ub0ZtARKBursXE3S1TRp7c9HUHNfMzZGzeKLdGxxTOotTdaHVvJk0Iyf7qmLhDRRcz860T02ND7zPyUnvIsZIx2YCXMtAtu+bwscpxm3Y1b92HuGeWOvCzzyTTt5sr6dbhO13695qjYgtp8RT9FydepVKYZnMplT+P3h/qnR3Sydj5K3+81BkPzpfSzGBode86xUEpLrO3eEd0bbL9vFPi5YWdZFg0YvZD0WERCu9rSyETPqIaFfBblJYZT047EoXV/S5BEULXsDltpWSlSef2IjAU18z8WgQ/97ZdJyW89r1JyWnMm2lP3dU1UWdJeL3Jj5hA2P1Jiz197GmP5TLpGdJn5advvJ/jvEdF39ZRlYY/GgNQcU1vcMyuho6KaD2OUlJX2TS5yKHE+avVzZQnJEdNlvx6KdrjXNE6jX0dsPlg5g7m6YjpqF5zQPXvdofZr+zNVd07GlNMkKe/KoGm3BaOd3FJqP3BkVTY0Zv3XNTa1tLykXGr8S5343jqGPqScuydGagMesoG5Dfuo/7oQ4rEAfma0EIsyNBNsRgMuMSq16QIaRzBEzQLiHwXHZJA4iTFcHUuNa+kxm1tH7lrsyL+03ZiRzS1WlvMg9uwki0+JTJoNQAmxPsv1k5XTmZoX7rUZnNwZP2FfYk9rNpZ+3dIyteT01K6LLaKc/oa3pHxKDumaEbK7IVqM5ZkcXdH/d1vMiXT3XGtoJMaglQMRmtyhaJk2quRHsEYunrVHfjVHzK1JRQdi4zcX+Y0Z71aLVoqYUxuSLSZLLvobaqPnxjW0aMdOBVKOUGqezuA45hxt6clFjt66lmwuS+2p/3o2QptTSXTSv28EqXUxtDbGZJWs5ftYr9F3yDejhSCi9zHzLUbLsfgURFQ8OKwiQ7ndZKyM9B9j7zqm5G3l/MXqyDkX+7Waf1IvlS+nn8QIte5DiY6xNi36L1aP5PiRmU11dNvVRKlrdEy916sfYzJoyofqkGwQpDrW2NNY+yF5tOWt7anEZqTaymFhT/3r1uO05RgN1SPZ4PWYi5pNr5WOkn7s+mE0IvoYEf1d4OdjAP5lT1kWbZHuvmITw90ZHgOxo8/YdZdZIxJA2rCl+nBE32qOEf1yOT1j+NHHWHS4BVY6lszFlmN2l8fSRmjrqjkKbonUpkjfa4HFqV6tPW3ddxY6at7zHT/3pyeaNq10lNDV0WXmGzHzOYGfGzHzTGkUi45ojcIshlkqRywiOwszydIadzGsHXclzlEPQg59SVkN7jHmjA6gi9v/kk2Mu2E4BP18Zp7fpZsVbR+M2li32JCVvNcKa/32OkveS7Gcy0VzJPlmWmLHT60IHZXkju1zkT7JhO6VaxY7Ckpds4xa9OrHFKH+TD0XSR+G7umpX0hmVzZfplIHosX4KCWXuqHtx72OWXTU2lOtfu64bWVzcrZRc3+NDCM3LS1taioHvRWh51miY+namCqzHN1FE1ILoKVTM3O0Ijf5pAtQ6HVPUkYyl4eqiXr3Rmr8XT20i8cM/SdxYmt0dMuMnI9+ioj72l8MS+Scwda0tKehsTqDzoBMR6mDlLvWAjc4krsvtDGujWD30NPfWMZkDm1Aa3XM6bcc3UUTeu2UR0dZSgyXRVszLECWfRxyRnqRipD5C1RtpKt3H6bSZmJ61PTryH7c8dsPpRvUyOfX3dtZ6t3OTPbUsp1U1H8kkqiotp7Z+7BW1lw/9v5mtMWRM5PBaIU0p2+nJLXBL29l/CSkInoxmWuiJSFnstdRW+rv3P0aevdhiNDYHJlWYUUuEpnSsdapn41ax9t641PDPl79cWthT/16WusYs48xHWNlShlhT/drLXWUrhUrorsYjnUEaIRhzh03HaID4RJyHEZGfqyQOLehfizVVZJG0ILc5mxfMGpSLUY78il8HUv1nEknKWfSvJwZyUmQlV6jNiwaHa3tTYoV0V1MQeqYcUYkE1TiFM2qr8YA+ZER9+cYSOUEur9L62mNpF2/v32HfPZc3VC0SIo7VjVjdm9zxnGuOVmaAVde6amRJtqba7MXscimhJITr0PQMWRvStpLsSK6i6HEch5HRQs1OVtSB9DP6Yvd20NHTbTAYod9aFEXCSV65iL+o5FEY2fMZ6yhZC76/TZTHwLhE4PQ61n70NLmaDbos1J7SmKpo/UaFduIhWTWpqX4LEd3IER0CYDTAD4C4M7M/Ewi+k/M/Kzt/Z9n5scYtneamU9Z1WeFZDK2dgQtP6wiqT92j2YXbNVuCbMvEi3Gi9Xmy0K2VvNBOk6BsP7WG9ReeoYW3dxJzIxIn1cLW+PXb1FPqs5cH7QcO63StzSbqNQ8tNxIW4/1VD9q5HZTIHJM8xXAs0JEZzHztY3qvgTAaWY+7Vx7HTNf0Kg9laNb8pWV2glWcr9PqLz0q1VzOlpEGLSTV1qvRMdj1w/41NdV9lhcc/VqnEBAN05jz9liMfdPViROnrWOfj9K5ZEQqjNVb65dv44eXwHcAml6wyh7mpIpVLd0fsy0ZqRkitUrcbBb6Vjah6G5J9lwptqU6njUObpEdDERPWJ7fQkRnSKi3yeiFxLR64nohtu1FxLRS4joVUT0uUR0HhFdTkS/A+BiInowEb2GiN5ARPff6nsIEV2x3feVRPQ5RPQH230/57T/m0T04u2HtvovJ6IXA7jDdt8pIvoxInoUgNsT0Wkiuj0RvW57//xN3iuI6KLt2qVE9LNE9Doi+pHt2q2J6OVE9Goi+uHt2l2I6EoiejaAc7p2gIDaoxjr3WZooknb0OZN1eaYlVCqX0leWE0+moYeUWs3f3DUsW/MQSvRP3RM2GKzopXJMgqlcRw0780azbWgxdguHavSPvTze3vnJte0t+uYKhPSKWeHWuqsnaexlATfnpXoIx2vR+3oxmDmrwHwYgD33S5dj5kfAOBpAB61XbsZgIcBuBTA9wK4D4BTAL6PiM4C8DgA92bmewN47VbuOcx8LwCfTUR33er5EDM/EMAHAHw5gEcAeMZ27fqeXE8HcBUzn2Lmq5y3ngjgmwHcE8BjiOi62/XTW/T3gdvfTwLwcGb+SgBfSkTnAng8gIds8t1S+6xmWOBbUquXxFBJIkipxaDWaLl9mJIhhMSoafQL1WdllGP61TiC+/iwdAJrx5w0emNZf0kdljajVD8/IlQbIa7px5xDNoIWc9HVq2SsxmyO9lmn6q8lJ4smBaimHWldtfamdANhtXbF6pbOx2PP0XXD73s4++3b7w8AuDGAjwJ4y3btrQAu3F7/MTNfQ0Q3A3A7AK/Yrt8MwE0BvJeZPwEAzHwtEX0xTpxnAPgjALeOtHcrAH+wXbtSqMdNmPk9AEBE795kcOv+xPb7tgB+jYiwtXVzADdm5vdtZd8pbA9A2HHYF/2aHKDasi2IGWepA+uWbbmbLk31CEUENA6sX1+r/K+S+kN9V5OS4dYhceJj9YXuzzkBMVJ1aU8cSiOZkrpr6ojpaKmf5H2/ztBzttqoWMyn1jZHg7W9SZW32pCVlintx9Z2NTZOLTYKUjlb6FgzF489ovtRAF+4vb799jvk/J7v/P6L7fWel/s3AK4CcN8tv/V8AB8GcAsiuh5wkscL4C8B3Hkr8xVOPX5773bau2NA5lBuzEe2dIrr4sRR/lDk3ncA+PebnHcG8IcAPkpE5xLRDQDcJlC3mpqFrNYolxy19kYStZVitbiG0NaXM5rS+iyfjwWtNyy1UcQcknpjToK7cdVSG3WTUmo3/AiPVRS1lY4lZVqM01bU6FhTVyxwMUM/uvq1cORnIbTx2X/30PPYI7qvxEmqwV0A/FPivquJ6KUArgfgGwDcaH9ji9Y+BcArtwTtP2HmRxPRkwG8mog+DuAJAJ4O4NlE9EgAb2PmK4joXwfaegaA5xHRtwD4ZOD99xPR83CSGrHzeADPBnA2gKcy89Vb1NbncQCeRUSfBeDqTZcnAngBgHcCeF/iGTTlmCatj2UE6VA4VqNcu6hq6u1N7uhxBhlL8TcTIeemJno3CyXHx4dISs9Dno9SPY5FR1+O1huNGEft6DLzxwDcw7t8envvUuDkg2AA3srMP+zc87cALnLqeTE+lZawX3s+gOd7dT/Qu+dS5/UlzlunAuLucv0H59oF27W3ALi7V/fFzutT2+93AXiAV++bANwp0F4XWhjm0giUZZvalIZaWuub00/6nratXseuuTHT4vnubY52llp/MGUGHWMcqyNoyWz21NrJHaFfjtaOvAW1z62lTdW2cdSO7qKOkk869nYALUgdwbqOWEn+VU3Oo3s0aXm87Mol0a+Fg1ib5x2qb5cnFN0LtWP5YRC/TCjFpsbwS9IEQmOklY4+JlZyCwAAB39JREFUlukZmjkU6vcQtePUgpL5dYhI+086pq1ksnzOmrSd0s8bSO937XfLdJZa/Uau/8eeo5uFmU970dzFGURs8mmcWwsZcnK0aLNl/W47Kf16kMvrDhnwGaMZPrHnGnrm1nnRLaK42o1k69SLWO7kLMwoV2o81iLt35rAgLR+jRytaXVqWnotZxtq8pgl7Yc44x3dhR7JBA4NzlYL0UjciOv+t0vuOWmMUs+Fbe8/X7+WMtXU5Y63kIMSi3KkUjI0C5Xk3tpn5fZJLAc15PzldLTA0in0dZTYGpfS6P1+X28HUhp1n8He9SBmT2s3Qm59LfpYsy6mNqmatnqfoGrmoqWOtZva9c1oiyjab/KRftjFcncfq0v7DTBSgyrRseboLlSuRkdfv5zzF4tupspIyoWw6sP9G7Wk7ceO/P3FVXMcn2srFl2VfKMWoNOxpA+lOu5lU8/Lr89CR1/mVBQ+5vhr+1EzJlp8M1rpXCzB0p5qNvuW9lTaVqw+6ThtoaN/3VJHq7k4Wz+69+V0XBHdhYgWuXc92+5F6MgstCPVRqlK8SNBKYde6qxK7tPo16t/pVEx7TiVONSh52654astq41Gt45eu5Tq6M/FUh1TY7VV9LdmLlq0ZUmo/tBcjEX/pPdpHDFNWUldUh1j7ft1xORJOcOpgIrFSUXslNayH/26Jdf2ulI6Lkd3ISY1aUc5Ky3ajdWpaSu2UMWOYXo+21aLY0i//b6ZHVv3/tDf0iM4V9dcu60cwdw4SkU5pRuymJ4jnUBfrtj9/iYjNF5zfedHzVrpmUNz4uCy6xhzXFpQW28seBCbmzH9LGSRyliLr2PMrvbUsZZcP8b0DJXVsBzdhQqLCJLGAZGUSRm1UqycwRJHKxUdsIz0WtQhqUd6T+sFqCQKGXIEXWO8Ryp8BzImR0s9d3kk5BzUmAO4X4/pO0M/+vfHykvqkTq9h4IkajjKEbR61u44zdU1WxBBW96dj9ayxMiNIUk/SmWL6aatazm6CzVaJ7XkfXcA53bvrShx4jTPJqTj/roHlk6qplzpEWMvQn1asgD1pCZyvV+bbaNYQmzhlzg2ofdmHqv+ZkUa6ZbYmlabMqvNinQMj+g/Cx1TG9FQ/bl+tEZrb2rut9iQXkfc+mLhIIlg+fdrru9IonAtF5ycnqmcqdz1UB2p90csrNLnm3J2JeNkdD9K64gxso92Wus4AykdSx0LDSknujXufNLaGs2phtbJsERja2L3jkolkeKOYenGS+PAu/eMtkc17/vExqY7HmLPZTm6C3NS+YxWE0+ym7VsRxLtcY90LfQcvejE2m3Rh+7fFg5biSz+kadVH+51pY78LZA6MZLNWYqYDqH6rXWV1leqozvnNHr2IPZcredjD3uqec/SWWtly0plaNGPbr0jnV2rZx2aa1obs1IXFqZIFluLSHBvUhNNcj1F6TF/a0oWpRAzHPvHHBZLHX1HubbOEkKRn9bOZu+UIh/r9mMO38iNZqu2tcfsrcjNGQv5UpuWHvSwDaE2eutY8l5pnVKWo7sYjubIURJJmcE5rpmcVrmzpbQ2yKP1C7UlyeEsde4ldVuRiha5ckjnko9fR+w9/5oVkuPQUE5qaf2hKH/r1AXtKU7rwEHrcWvtZMf6sFf70jZqnmsojzen4yE6uyEdU3XEdFypC4vmxI4epBNvBsc1tvikcqesdOwRdZHmilnpF3qGPaOdqfQEd7xqFwhpXlrPhSfXTo2OvY9GU+kuLpK8vRja/NcZsJqLo0mliFnbU7fu3htr/7WlvenZvyXrYk0bpfWviO7ChJrdpKWRaWWwpDvymRfDElpHr3riRwO0Y3KGFIwcFjm4VnLMhMVC2yu/c3QqyChmGzMt6H2q07qNknWxVRpKiuXoLsyIHZXu71lN8lE5rYeYoyctF2pDGp2s5Uxb2FvmW1rniEvw+69Hf2qc+Z6b30NklIMpHSfW8u3t9sgZ1aTlub9L8NfbXjpKsejHkI4SlqO7aIr1Tq4VMdlGHvPN7kjWRsmsIuLSxbL3gu5GAv2Fp3V0uNc4LV14LNobQa0DcSZQkkPZGusTxRbOrvZeDdY61qQG1VKybixHd1FM6li79fFpzzy6WJ2jFrteqR6HpN8Mi0kIy76yjn5ZPYfYwtPKmQ/lNabqtDhNstJxVqztaYmzGytziJuKUWlOoTFZM0Y1/Sj5LEBLUu0TMzdtfHG4EFGzwdF6gbjs2ueS5L6WOgJt9ZToeOFZD2VJFFFq0HrlKQL6PpTIIpW/14dUlo6fwp2LUj33iNIh6OjOxRbMNBcl8oxIs0nRS8fUKeEM4xQo09GN7sZ0tN74h+oL6bgiuosoJZ9wPbQIRyt5Z4z2aBaWkOw9nVwNsQ8L5e6PlRnxSewcmvGkkXs2HS3vn7EftbTo85bE8kRDP6Ey0rpHUiLHoaTw7czyrFNoZFwR3cVisVgsFovFUbIiuovFYrFYLBaLo2Q5uovFYrFYLBaLo2Q5uovFYrFYLBaLo2Q5uovFYrFYLBaLo2Q5uovFYrFYLBaLo2Q5uovFYrFYLBaLo+T/AxlElZ6w6jhRAAAAAElFTkSuQmCC\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -2223,31 +4388,25 @@ " & (nucleation_total[\"numberOfElements\"] == 10**6)],\n", " by=[\"package.solver\", \"solver_class\", \"preconditioner\"],\n", " fname=\"t=301.0.npz\", key=\"phi\",\n", - " diff_fn=extract_and_diff)" + " diff_fn=extract_and_diff, vmin=1e-16)" ] }, { "cell_type": "code", - "execution_count": 839, + "execution_count": 985, "id": "85b2400c-5487-441f-a504-d3d11d21054d", "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/3586271709.py:39: RuntimeWarning: divide by zero encountered in log10\n", - " ax.imshow(np.log10(np.absolute(diff)), cmap=cmap, vmin=-3, vmax=0)\n" - ] - }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -2258,7 +4417,65 @@ " & (nucleation_total[\"numberOfElements\"] == 10**6)],\n", " by=[\"package.solver\", \"solver_class\", \"preconditioner\"],\n", " fname=\"t=301.0.npz\", key=\"phi\",\n", - " diff_fn=extract_and_diff)" + " diff_fn=extract_and_diff, vmin=1e-16)" + ] + }, + { + "cell_type": "code", + "execution_count": 994, + "id": "ada13d7c-6041-4df8-858b-66e374cd6a98", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plot_error_matrix(nucleation_total[(nucleation_total[\"package.solver\"] == \"petsc\")\n", + " & (nucleation_total[\"numberOfElements\"] == 10**6)],\n", + " nucleation_total[(nucleation_total[\"package.solver\"] == \"no-pysparse\")\n", + " & (nucleation_total[\"numberOfElements\"] == 10**6)],\n", + " by=[\"package.solver\", \"solver_class\", \"preconditioner\"],\n", + " fname=\"t=301.0.npz\", key=\"phi\",\n", + " diff_fn=extract_and_diff, vmin=1e-16)" + ] + }, + { + "cell_type": "code", + "execution_count": 995, + "id": "038191ff-9b57-4949-8532-bb79f87024a9", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plot_error_matrix(nucleation_total[(nucleation_total[\"package.solver\"] == \"petsc\")\n", + " & (nucleation_total[\"numberOfElements\"] == 10**6)],\n", + " nucleation_total[(nucleation_total[\"package.solver\"] == \"pysparse\")\n", + " & (nucleation_total[\"numberOfElements\"] == 10**6)],\n", + " by=[\"package.solver\", \"solver_class\", \"preconditioner\"],\n", + " fname=\"t=301.0.npz\", key=\"phi\",\n", + " diff_fn=extract_and_diff, vmin=1e-16)" ] }, { From 480182fcabf7e32b6c76ed23c9e8d8dc4bcd7a9c Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 31 Aug 2022 08:53:58 -0400 Subject: [PATCH 162/303] Account for reorganized data --- examples/benchmarking/solvers/Analyze.ipynb | 2480 ++----------------- 1 file changed, 274 insertions(+), 2206 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index 214b0d8121..9235996525 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 846, + "execution_count": 1, "id": "01973cc4-abe8-4eba-a586-0e680bce7349", "metadata": {}, "outputs": [], @@ -22,7 +22,7 @@ }, { "cell_type": "code", - "execution_count": 936, + "execution_count": 2, "id": "10cb75b9-d1a2-4ddc-90bf-68a382e059c4", "metadata": {}, "outputs": [], @@ -71,7 +71,7 @@ }, { "cell_type": "code", - "execution_count": 902, + "execution_count": 3, "id": "2f9b52f9-53f1-478b-8eea-a4c83f7d13c5", "metadata": {}, "outputs": [], @@ -185,7 +185,7 @@ }, { "cell_type": "code", - "execution_count": 772, + "execution_count": 4, "id": "c0ae7091-11a1-4808-a925-b542cb1f3b77", "metadata": {}, "outputs": [], @@ -206,7 +206,7 @@ }, { "cell_type": "code", - "execution_count": 774, + "execution_count": 5, "id": "8ee89f97-3454-40cf-90ba-2d9928ada440", "metadata": {}, "outputs": [], @@ -259,13 +259,14 @@ }, { "cell_type": "code", - "execution_count": 927, + "execution_count": 6, "id": "1663a78e-be26-47ad-bf6a-197ca146e04a", "metadata": {}, "outputs": [], "source": [ "def plot_all(df, color_by_suite=True,\n", - " by=[\"package.solver\", \"solver_class\", \"preconditioner\"]):\n", + " by=[\"package.solver\", \"solver_class\", \"preconditioner\"],\n", + " solve_time=False):\n", " color_map = {\n", " 'no-pysparse': 'red',\n", " 'trilinos': 'red',\n", @@ -293,10 +294,11 @@ " group.mask(group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"elapsed_mean\", loglog=True,\n", " ax=ax, label=None, color=color, marker=\"x\", linestyle=\"\")\n", " \n", - " group.mask(~group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_mean\", loglog=True,\n", - " ax=ax, label=key, color=color, marker=\".\", markersize=1.5, linestyle=\"--\")\n", - " group.mask(group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_mean\", loglog=True,\n", - " ax=ax, label=None, color=color, marker=\"+\", linestyle=\"\")\n", + " if solve_time:\n", + " group.mask(~group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_mean\", loglog=True,\n", + " ax=ax, label=key, color=color, marker=\".\", markersize=1.5, linestyle=\"--\")\n", + " group.mask(group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_mean\", loglog=True,\n", + " ax=ax, label=None, color=color, marker=\"+\", linestyle=\"\")\n", " else:\n", " group.mask(~group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"elapsed_mean\", loglog=True,\n", " ax=ax, label=key, marker=\".\", markersize=1.5)\n", @@ -304,10 +306,11 @@ " group.mask(group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"elapsed_mean\", loglog=True,\n", " ax=ax, label=None, color=color, marker=\"x\", linestyle=\"\")\n", " \n", - " group.mask(~group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_mean\", loglog=True,\n", - " ax=ax, label=key, color=color, marker=\".\", markersize=1.5, linestyle=\"--\")\n", - " group.mask(group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_mean\", loglog=True,\n", - " ax=ax, label=None, color=color, marker=\"+\", linestyle=\"\")\n", + " if solve_time:\n", + " group.mask(~group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_mean\", loglog=True,\n", + " ax=ax, label=key, color=color, marker=\".\", markersize=1.5, linestyle=\"--\")\n", + " group.mask(group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_mean\", loglog=True,\n", + " ax=ax, label=None, color=color, marker=\"+\", linestyle=\"\")\n", "\n", " # plot uncertainty\n", " err = group[\"elapsed_std\"] / np.sqrt(group[\"elapsed_count\"])\n", @@ -330,7 +333,13 @@ " if ~df[\"converged\"].astype(bool).all():\n", " legend_elements = [Line2D([0], [0], color=\"black\", marker=\".\", markersize=1.5),\n", " Line2D([0], [0], color=\"black\", linewidth=0, marker=\"x\")]\n", - " leg = Legend(ax, handles=legend_elements, labels=[\"converged\", \"not converged\"],\n", + " labels = [\"converged\", \"not converged\"]\n", + "\n", + " if solve_time:\n", + " legend_elements.append(Line2D([0], [0], color=\"black\", marker=\".\", markersize=1.5, linestyle=\"--\"))\n", + " labels.append(\"solve time\")\n", + "\n", + " leg = Legend(ax, handles=legend_elements, labels=labels,\n", " loc='upper left', frameon=False)\n", " ax.add_artist(leg);\n", "\n", @@ -349,6 +358,7 @@ " }\n", " \n", " fig, ax = plt.subplots(figsize=(8,6))\n", + " df[\"solve_fraction\"] = df[\"solve_seconds\"] / df[\"elapsed_seconds\"]\n", " groups = df.groupby(by + [\"numberOfElements\"])\n", " groups = groups.agg(converged=(\"converged\", \"all\"),\n", " elapsed_count=(\"elapsed_seconds\", \"count\"),\n", @@ -356,32 +366,33 @@ " elapsed_std=(\"elapsed_seconds\", \"std\"),\n", " solve_count=(\"solve_seconds\", \"count\"),\n", " solve_mean=(\"solve_seconds\", \"mean\"),\n", - " solve_std=(\"solve_seconds\", \"std\")).reset_index()\n", - " \n", - " groups[\"solve_fraction\"] = groups[\"solve_mean\"] / groups[\"elapsed_mean\"]\n", + " solve_std=(\"solve_seconds\", \"std\"),\n", + " solve_fraction_count=(\"solve_fraction\", \"count\"),\n", + " solve_fraction_mean=(\"solve_fraction\", \"mean\"),\n", + " solve_fraction_std=(\"solve_fraction\", \"std\")).reset_index()\n", " \n", " groups = groups.groupby(by)\n", " for key, group in groups:\n", " if color_by_suite:\n", " color = color_map[key[0]]\n", - " group.mask(~group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_fraction\", logx=True,\n", + " group.mask(~group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_fraction_mean\", logx=True,\n", " ax=ax, label=key, color=color, marker=\".\", markersize=1.5)\n", - " group.mask(group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_fraction\", logx=True,\n", + " group.mask(group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_fraction_mean\", logx=True,\n", " ax=ax, label=None, color=color, marker=\"x\", linestyle=\"\")\n", " else:\n", - " group.mask(~group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_fraction\", logx=True,\n", + " group.mask(~group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_fraction_mean\", logx=True,\n", " ax=ax, label=key, marker=\".\", markersize=1.5)\n", " color = ax.lines[-1].get_color()\n", - " group.mask(group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_fraction\", logx=True,\n", + " group.mask(group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_fraction_mean\", logx=True,\n", " ax=ax, label=None, color=color, marker=\"x\", linestyle=\"\")\n", " \n", - " # # plot uncertainty\n", - " # err = group[\"elapsed_std\"] / np.sqrt(group[\"elapsed_count\"])\n", - " # ax.fill_between(group[\"numberOfElements\"],\n", - " # group[\"elapsed_mean\"] - err,\n", - " # group[\"elapsed_mean\"] + err,\n", - " # color=color,\n", - " # alpha=0.1)\n", + " # plot uncertainty\n", + " err = group[\"solve_fraction_std\"] / np.sqrt(group[\"solve_fraction_count\"])\n", + " ax.fill_between(group[\"numberOfElements\"],\n", + " group[\"solve_fraction_mean\"] - err,\n", + " group[\"solve_fraction_mean\"] + err,\n", + " color=color,\n", + " alpha=0.1)\n", "\n", " if color_by_suite:\n", " legend_elements = [Line2D([0], [0], color=c, label=s)\n", @@ -433,7 +444,7 @@ }, { "cell_type": "code", - "execution_count": 971, + "execution_count": 7, "id": "127d4d58-bf4b-4623-96c4-efc95b9c1518", "metadata": {}, "outputs": [], @@ -555,7 +566,7 @@ }, { "cell_type": "code", - "execution_count": 838, + "execution_count": 8, "id": "86bac0de-b7ca-4454-85be-33a74b0d5ba5", "metadata": {}, "outputs": [], @@ -778,7 +789,7 @@ }, { "cell_type": "code", - "execution_count": 987, + "execution_count": 9, "id": "3f451a5f-b6b9-4a9a-80b8-f00767aa1922", "metadata": {}, "outputs": [], @@ -900,7 +911,6 @@ "cell_type": "markdown", "id": "55b81d6e-9b08-4bf3-a0b4-f0e8819dd49f", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -909,14 +919,14 @@ }, { "cell_type": "code", - "execution_count": 848, + "execution_count": 11, "id": "90a3d2b5-6408-42b1-83cf-e680f6479dfe", "metadata": { "tags": [] }, "outputs": [], "source": [ - "events = read_events(os.path.join(datapath, \"macOS/macos.log\"))\n", + "events = read_events(os.path.join(datapath, \"results/diffusion/macOS/macos.log\"))\n", "\n", "macos = events2df(events)\n", "macos_total = extract_total_times(macos)" @@ -924,7 +934,7 @@ }, { "cell_type": "code", - "execution_count": 841, + "execution_count": 12, "id": "487464b5-f5da-488c-a198-756c05f63824", "metadata": {}, "outputs": [ @@ -947,7 +957,7 @@ }, { "cell_type": "code", - "execution_count": 842, + "execution_count": 13, "id": "eae57e2d-0207-4520-a53e-bac238e18563", "metadata": {}, "outputs": [ @@ -1006,7 +1016,7 @@ }, { "cell_type": "code", - "execution_count": 375, + "execution_count": 14, "id": "414f59c1-764e-418c-9453-84603ddf966d", "metadata": {}, "outputs": [], @@ -1016,7 +1026,7 @@ }, { "cell_type": "code", - "execution_count": 376, + "execution_count": 15, "id": "057f49d2-da26-44ea-8cb6-decb7a93a4d9", "metadata": {}, "outputs": [ @@ -1099,19 +1109,20 @@ }, { "cell_type": "code", - "execution_count": 843, + "execution_count": 16, "id": "e6fceaf6-dbe9-4130-9eb4-9cc94d196116", "metadata": {}, "outputs": [ { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "ename": "NameError", + "evalue": "name 'linux_total' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "Input \u001b[0;32mIn [16]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0m plot_error_matrix(\u001b[43mlinux_total\u001b[49m[(linux_total[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mpackage.solver\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mpetsc\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 2\u001b[0m \u001b[38;5;241m&\u001b[39m (linux_total[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msolver_class\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mLinearGMRESSolver\u001b[39m\u001b[38;5;124m\"\u001b[39m)],\n\u001b[1;32m 3\u001b[0m macos_total[(macos_total[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mpackage.solver\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mpetsc\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 4\u001b[0m \u001b[38;5;241m&\u001b[39m (macos_total[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msolver_class\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mLinearGMRESSolver\u001b[39m\u001b[38;5;124m\"\u001b[39m)],\n\u001b[1;32m 5\u001b[0m by\u001b[38;5;241m=\u001b[39m[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mpackage.solver\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msolver_class\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mpreconditioner\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mnumberOfElements\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 6\u001b[0m fname\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msolution.npz\u001b[39m\u001b[38;5;124m\"\u001b[39m, key\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mvalue\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 7\u001b[0m diff_fn\u001b[38;5;241m=\u001b[39mscale_and_diff)\n", + "\u001b[0;31mNameError\u001b[0m: name 'linux_total' is not defined" + ] } ], "source": [ @@ -1128,7 +1139,6 @@ "cell_type": "markdown", "id": "5d95d2bb-72d9-479c-a070-ac1cb969066b", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -1137,18 +1147,18 @@ }, { "cell_type": "code", - "execution_count": 849, + "execution_count": 18, "id": "bf22d01c-1ac6-4916-b768-8f742abebedb", "metadata": {}, "outputs": [], "source": [ - "gpu = events2df(read_events(os.path.join(datapath, \"gpu/gpu.log\")))\n", + "gpu = events2df(read_events(os.path.join(datapath, \"results/diffusion/gpu/gpu.log\")))\n", "gpu_total = extract_total_times(gpu)" ] }, { "cell_type": "code", - "execution_count": 850, + "execution_count": 19, "id": "a7970c8e-35aa-458e-9f94-676b2a0dd851", "metadata": {}, "outputs": [ @@ -1171,7 +1181,7 @@ }, { "cell_type": "code", - "execution_count": 380, + "execution_count": 20, "id": "89466698-fc1c-4a3f-ba6a-1a2d2f8abedb", "metadata": {}, "outputs": [], @@ -1181,7 +1191,7 @@ }, { "cell_type": "code", - "execution_count": 381, + "execution_count": 21, "id": "6e6dfe05-5787-4829-ad8a-c347a4be11eb", "metadata": {}, "outputs": [ @@ -1274,7 +1284,7 @@ }, { "cell_type": "code", - "execution_count": 847, + "execution_count": 23, "id": "f1b0161f-ba1b-45b4-a33c-a0312404e8e1", "metadata": { "tags": [] @@ -1282,7 +1292,7 @@ "outputs": [], "source": [ "events = []\n", - "for fname in glob.glob(os.path.join(datapath, \"linux/linux.*.log\")):\n", + "for fname in glob.glob(os.path.join(datapath, \"results/diffusion/linux/linux.*.log\")):\n", " events.extend(read_events(fname))\n", "\n", "linux = events2df(events)\n", @@ -1291,7 +1301,7 @@ }, { "cell_type": "code", - "execution_count": 765, + "execution_count": 24, "id": "4aa3c701-f191-45d5-ad9f-d78f3e66592b", "metadata": {}, "outputs": [ @@ -1314,7 +1324,7 @@ }, { "cell_type": "code", - "execution_count": 384, + "execution_count": 25, "id": "c287ed7a-4206-43d0-8871-eeca7f23377f", "metadata": {}, "outputs": [ @@ -1373,7 +1383,7 @@ }, { "cell_type": "code", - "execution_count": 990, + "execution_count": 26, "id": "a1286dee-fd05-48f0-a1f1-08bd4e411738", "metadata": {}, "outputs": [ @@ -1429,7 +1439,7 @@ }, { "cell_type": "code", - "execution_count": 991, + "execution_count": 27, "id": "b264b652-1220-46a2-9f17-5557716a8518", "metadata": {}, "outputs": [ @@ -1456,11 +1466,41 @@ " diff_fn=scale_and_diff) " ] }, + { + "cell_type": "code", + "execution_count": 28, + "id": "a0f7ca9a-018d-475d-8369-4f6b33dd5837", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", + " & (linux_total[\"numberOfElements\"] == 316**2)],\n", + " linux_total[(linux_total[\"package.solver\"] == \"scipy\")\n", + " & (linux_total[\"numberOfElements\"] == 316**2)],\n", + " by=[\"package.solver\", \"solver_class\", \"preconditioner\"],\n", + " fname=\"solution.npz\", key=\"value\",\n", + " diff_fn=scale_and_diff)" + ] + }, { "cell_type": "markdown", "id": "6d485c50-c630-4692-8724-509992f50ced", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -1469,7 +1509,7 @@ }, { "cell_type": "code", - "execution_count": 397, + "execution_count": 30, "id": "cecb2f32-d736-4652-936b-53c277884a20", "metadata": { "tags": [] @@ -1477,7 +1517,7 @@ "outputs": [], "source": [ "events = []\n", - "for fname in glob.glob(os.path.join(datapath, \"arithmetic_diffusion/solver.*.log\")):\n", + "for fname in glob.glob(os.path.join(datapath, \"results/diffusion/arithmetic_diffusion/solver.*.log\")):\n", " events.extend(read_events(fname))\n", "\n", "arithmetic = events2df(events)\n", @@ -1486,7 +1526,7 @@ }, { "cell_type": "code", - "execution_count": 398, + "execution_count": 31, "id": "386076b9-74e2-4fea-a330-a50b4e73a11b", "metadata": {}, "outputs": [ @@ -1496,7 +1536,7 @@ "(10.0, 1000000.0)" ] }, - "execution_count": 398, + "execution_count": 31, "metadata": {}, "output_type": "execute_result" }, @@ -1527,7 +1567,7 @@ }, { "cell_type": "code", - "execution_count": 393, + "execution_count": 32, "id": "27fe520d-1363-456e-857c-a2726e753b2a", "metadata": {}, "outputs": [ @@ -1588,7 +1628,6 @@ "cell_type": "markdown", "id": "86442811-80b0-4373-8f64-6a79cb1b7c59", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -1597,7 +1636,7 @@ }, { "cell_type": "code", - "execution_count": 851, + "execution_count": 33, "id": "e8584436-7a06-4cfc-abca-2075b1490b9c", "metadata": { "tags": [] @@ -1605,7 +1644,7 @@ "outputs": [], "source": [ "events = []\n", - "for fname in glob.glob(os.path.join(datapath, \"harmonic_right/solver.*.log\")):\n", + "for fname in glob.glob(os.path.join(datapath, \"results/diffusion/harmonic_right/solver.*.log\")):\n", " events.extend(read_events(fname))\n", "\n", "harmonic_right = events2df(events)\n", @@ -1614,7 +1653,7 @@ }, { "cell_type": "code", - "execution_count": 806, + "execution_count": 34, "id": "b862e70d-c36e-4ded-99ed-ba9ec6d53077", "metadata": {}, "outputs": [ @@ -1637,7 +1676,7 @@ }, { "cell_type": "code", - "execution_count": 992, + "execution_count": 35, "id": "eb0cca9c-782e-4322-a5d9-c815f2ffdf53", "metadata": { "tags": [] @@ -1670,7 +1709,6 @@ "cell_type": "markdown", "id": "75a53ee3-50c5-43eb-9346-b15d49c39e7d", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -1679,7 +1717,7 @@ }, { "cell_type": "code", - "execution_count": 852, + "execution_count": 36, "id": "354afc3d-5c23-4bc6-a4b0-226e2f23ff0b", "metadata": { "tags": [] @@ -1687,7 +1725,7 @@ "outputs": [], "source": [ "events = []\n", - "for fname in glob.glob(os.path.join(datapath, \"harmonic/solver.*.log\")):\n", + "for fname in glob.glob(os.path.join(datapath, \"results/diffusion/harmonic/solver.*.log\")):\n", " events.extend(read_events(fname))\n", "\n", "harmonic = events2df(events)\n", @@ -1696,7 +1734,7 @@ }, { "cell_type": "code", - "execution_count": 801, + "execution_count": 37, "id": "16745f8c-b0a2-43b4-9d21-b7f9fe001857", "metadata": {}, "outputs": [ @@ -1719,7 +1757,7 @@ }, { "cell_type": "code", - "execution_count": 830, + "execution_count": 38, "id": "3c7194fe-3f82-4204-bdcc-66062bb3e7d1", "metadata": { "tags": [] @@ -1727,12 +1765,14 @@ "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -1750,7 +1790,6 @@ "cell_type": "markdown", "id": "cdaf219f-2b38-463f-9f84-19a6095294b3", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -1759,7 +1798,7 @@ }, { "cell_type": "code", - "execution_count": 853, + "execution_count": 40, "id": "20f5ef81-590d-4315-86bd-af05735675ce", "metadata": { "tags": [] @@ -1767,7 +1806,7 @@ "outputs": [], "source": [ "events = []\n", - "for fname in glob.glob(os.path.join(datapath, \"constant_diffusion/solver.*.log\")):\n", + "for fname in glob.glob(os.path.join(datapath, \"results/diffusion/constant_diffusion/solver.*.log\")):\n", " events.extend(read_events(fname))\n", "\n", "constant = events2df(events)\n", @@ -1776,7 +1815,7 @@ }, { "cell_type": "code", - "execution_count": 387, + "execution_count": 41, "id": "07355364-a416-417c-809d-4a9a2386dc28", "metadata": {}, "outputs": [ @@ -1799,7 +1838,7 @@ }, { "cell_type": "code", - "execution_count": 390, + "execution_count": 42, "id": "af8e380b-c3c6-4dfe-8b4d-69450fdc71bd", "metadata": {}, "outputs": [ @@ -1845,7 +1884,7 @@ }, { "cell_type": "code", - "execution_count": 903, + "execution_count": 72, "id": "ed08d7a0-27d7-41eb-9344-bc187d38d426", "metadata": { "tags": [] @@ -1853,7 +1892,7 @@ "outputs": [], "source": [ "events = []\n", - "for fname in glob.glob(os.path.join(datapath, \"nucleation2[3,5]/solver.*.log\")):\n", + "for fname in glob.glob(os.path.join(datapath, \"results/nucleation/nucleation2[3,5,6]/solver.*.log\")):\n", " events.extend(read_events(fname))\n", "\n", "nucleation = events2df(events)\n", @@ -1862,2101 +1901,13 @@ }, { "cell_type": "code", - "execution_count": 868, - "id": "f54922a7-e012-48b8-96ff-b58b086e1a63", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
statenumberOfElementssweepspreconditionerlogfiletime_stampsolver_classsolve_timesimulation_idconverged...max_iterationsconda.conda_info.env_vars.EVOLVERPATHscaled_residualconvergence_residualAztec_versionconda.conda_info.env_vars.CONDA_PYTHONBREAKPOINTconda.conda_info.env_vars.PYTHONBREAKPOINTksp_solverksp_preconksp_norm_type
0START9615unpreconditioned../../../../solvers_and_timings/nucleation25/s...2022-08-04 09:11:29.356LinearPCGSolverNaT46e02c26-d13e-4cf6-9eba-f1979515379cFalse...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1SWEEP9615unpreconditioned../../../../solvers_and_timings/nucleation25/s...2022-08-04 09:11:29.422LinearPCGSolver0 days 00:00:00.00600046e02c26-d13e-4cf6-9eba-f1979515379cFalse...1000.0NaNNaNNaNNaNNaNNaNNaNNaNNaN
2SWEEP9615unpreconditioned../../../../solvers_and_timings/nucleation25/s...2022-08-04 09:11:29.451LinearPCGSolver0 days 00:00:00.00300046e02c26-d13e-4cf6-9eba-f1979515379cFalse...1000.0NaNNaNNaNNaNNaNNaNNaNNaNNaN
3SWEEP9615unpreconditioned../../../../solvers_and_timings/nucleation25/s...2022-08-04 09:11:29.485LinearPCGSolver0 days 00:00:00.00600046e02c26-d13e-4cf6-9eba-f1979515379cFalse...1000.0NaNNaNNaNNaNNaNNaNNaNNaNNaN
4SWEEP9615unpreconditioned../../../../solvers_and_timings/nucleation25/s...2022-08-04 09:11:29.530LinearPCGSolver0 days 00:00:00.01700046e02c26-d13e-4cf6-9eba-f1979515379cFalse...1000.0NaNNaNNaNNaNNaNNaNNaNNaNNaN
..................................................................
3691SWEEP1005unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 08:57:01.778LinearGMRESSolver0 days 00:00:00.00100031976c1b-8f53-486a-b27e-6c3f42bb30c1False...1000.0/usr/site/lib/fe:/usr/site/doc/html/evolver9.002392e-111.024445e-112.109NaNNaNNaNNaNNaN
3692SWEEP1005unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 08:57:01.801LinearGMRESSolver0 days 00:00:0031976c1b-8f53-486a-b27e-6c3f42bb30c1False...1000.0/usr/site/lib/fe:/usr/site/doc/html/evolver9.220517e-113.713690e-122.109NaNNaNNaNNaNNaN
3693SWEEP1005unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 08:57:01.823LinearGMRESSolver0 days 00:00:00.00100031976c1b-8f53-486a-b27e-6c3f42bb30c1False...1000.0/usr/site/lib/fe:/usr/site/doc/html/evolver9.111735e-111.371556e-122.109NaNNaNNaNNaNNaN
3694SWEEP1005unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 08:57:01.844LinearGMRESSolver0 days 00:00:0031976c1b-8f53-486a-b27e-6c3f42bb30c1False...1000.0/usr/site/lib/fe:/usr/site/doc/html/evolver7.983698e-114.712464e-132.109NaNNaNNaNNaNNaN
3695END1005unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 08:57:01.845LinearGMRESSolver0 days 00:00:0031976c1b-8f53-486a-b27e-6c3f42bb30c1True...NaN/usr/site/lib/fe:/usr/site/doc/html/evolverNaNNaNNaNNaNNaNNaNNaNNaN
\n", - "

3696 rows × 107 columns

\n", - "
" - ], - "text/plain": [ - " state numberOfElements sweeps preconditioner \\\n", - "0 START 961 5 unpreconditioned \n", - "1 SWEEP 961 5 unpreconditioned \n", - "2 SWEEP 961 5 unpreconditioned \n", - "3 SWEEP 961 5 unpreconditioned \n", - "4 SWEEP 961 5 unpreconditioned \n", - "... ... ... ... ... \n", - "3691 SWEEP 100 5 unpreconditioned \n", - "3692 SWEEP 100 5 unpreconditioned \n", - "3693 SWEEP 100 5 unpreconditioned \n", - "3694 SWEEP 100 5 unpreconditioned \n", - "3695 END 100 5 unpreconditioned \n", - "\n", - " logfile \\\n", - "0 ../../../../solvers_and_timings/nucleation25/s... \n", - "1 ../../../../solvers_and_timings/nucleation25/s... \n", - "2 ../../../../solvers_and_timings/nucleation25/s... \n", - "3 ../../../../solvers_and_timings/nucleation25/s... \n", - "4 ../../../../solvers_and_timings/nucleation25/s... \n", - "... ... \n", - "3691 ../../../../solvers_and_timings/nucleation23/s... \n", - "3692 ../../../../solvers_and_timings/nucleation23/s... \n", - "3693 ../../../../solvers_and_timings/nucleation23/s... \n", - "3694 ../../../../solvers_and_timings/nucleation23/s... \n", - "3695 ../../../../solvers_and_timings/nucleation23/s... \n", - "\n", - " time_stamp solver_class solve_time \\\n", - "0 2022-08-04 09:11:29.356 LinearPCGSolver NaT \n", - "1 2022-08-04 09:11:29.422 LinearPCGSolver 0 days 00:00:00.006000 \n", - "2 2022-08-04 09:11:29.451 LinearPCGSolver 0 days 00:00:00.003000 \n", - "3 2022-08-04 09:11:29.485 LinearPCGSolver 0 days 00:00:00.006000 \n", - "4 2022-08-04 09:11:29.530 LinearPCGSolver 0 days 00:00:00.017000 \n", - "... ... ... ... \n", - "3691 2022-07-25 08:57:01.778 LinearGMRESSolver 0 days 00:00:00.001000 \n", - "3692 2022-07-25 08:57:01.801 LinearGMRESSolver 0 days 00:00:00 \n", - "3693 2022-07-25 08:57:01.823 LinearGMRESSolver 0 days 00:00:00.001000 \n", - "3694 2022-07-25 08:57:01.844 LinearGMRESSolver 0 days 00:00:00 \n", - "3695 2022-07-25 08:57:01.845 LinearGMRESSolver 0 days 00:00:00 \n", - "\n", - " simulation_id converged ... max_iterations \\\n", - "0 46e02c26-d13e-4cf6-9eba-f1979515379c False ... NaN \n", - "1 46e02c26-d13e-4cf6-9eba-f1979515379c False ... 1000.0 \n", - "2 46e02c26-d13e-4cf6-9eba-f1979515379c False ... 1000.0 \n", - "3 46e02c26-d13e-4cf6-9eba-f1979515379c False ... 1000.0 \n", - "4 46e02c26-d13e-4cf6-9eba-f1979515379c False ... 1000.0 \n", - "... ... ... ... ... \n", - "3691 31976c1b-8f53-486a-b27e-6c3f42bb30c1 False ... 1000.0 \n", - "3692 31976c1b-8f53-486a-b27e-6c3f42bb30c1 False ... 1000.0 \n", - "3693 31976c1b-8f53-486a-b27e-6c3f42bb30c1 False ... 1000.0 \n", - "3694 31976c1b-8f53-486a-b27e-6c3f42bb30c1 False ... 1000.0 \n", - "3695 31976c1b-8f53-486a-b27e-6c3f42bb30c1 True ... NaN \n", - "\n", - " conda.conda_info.env_vars.EVOLVERPATH scaled_residual \\\n", - "0 NaN NaN \n", - "1 NaN NaN \n", - "2 NaN NaN \n", - "3 NaN NaN \n", - "4 NaN NaN \n", - "... ... ... \n", - "3691 /usr/site/lib/fe:/usr/site/doc/html/evolver 9.002392e-11 \n", - "3692 /usr/site/lib/fe:/usr/site/doc/html/evolver 9.220517e-11 \n", - "3693 /usr/site/lib/fe:/usr/site/doc/html/evolver 9.111735e-11 \n", - "3694 /usr/site/lib/fe:/usr/site/doc/html/evolver 7.983698e-11 \n", - "3695 /usr/site/lib/fe:/usr/site/doc/html/evolver NaN \n", - "\n", - " convergence_residual Aztec_version \\\n", - "0 NaN NaN \n", - "1 NaN NaN \n", - "2 NaN NaN \n", - "3 NaN NaN \n", - "4 NaN NaN \n", - "... ... ... \n", - "3691 1.024445e-11 2.109 \n", - "3692 3.713690e-12 2.109 \n", - "3693 1.371556e-12 2.109 \n", - "3694 4.712464e-13 2.109 \n", - "3695 NaN NaN \n", - "\n", - " conda.conda_info.env_vars.CONDA_PYTHONBREAKPOINT \\\n", - "0 NaN \n", - "1 NaN \n", - "2 NaN \n", - "3 NaN \n", - "4 NaN \n", - "... ... \n", - "3691 NaN \n", - "3692 NaN \n", - "3693 NaN \n", - "3694 NaN \n", - "3695 NaN \n", - "\n", - " conda.conda_info.env_vars.PYTHONBREAKPOINT ksp_solver ksp_precon \\\n", - "0 NaN NaN NaN \n", - "1 NaN NaN NaN \n", - "2 NaN NaN NaN \n", - "3 NaN NaN NaN \n", - "4 NaN NaN NaN \n", - "... ... ... ... \n", - "3691 NaN NaN NaN \n", - "3692 NaN NaN NaN \n", - "3693 NaN NaN NaN \n", - "3694 NaN NaN NaN \n", - "3695 NaN NaN NaN \n", - "\n", - " ksp_norm_type \n", - "0 NaN \n", - "1 NaN \n", - "2 NaN \n", - "3 NaN \n", - "4 NaN \n", - "... ... \n", - "3691 NaN \n", - "3692 NaN \n", - "3693 NaN \n", - "3694 NaN \n", - "3695 NaN \n", - "\n", - "[3696 rows x 107 columns]" - ] - }, - "execution_count": 868, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "nucleation" - ] - }, - { - "cell_type": "code", - "execution_count": 887, - "id": "98837958-d997-4db3-b7dd-936625615103", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
statenumberOfElementssweepspreconditionerlogfiletime_stampsolver_classsolve_timesimulation_idconverged...max_iterationsconda.conda_info.env_vars.EVOLVERPATHscaled_residualconvergence_residualAztec_versionconda.conda_info.env_vars.CONDA_PYTHONBREAKPOINTconda.conda_info.env_vars.PYTHONBREAKPOINTksp_solverksp_preconksp_norm_type
0START9615unpreconditioned../../../../solvers_and_timings/nucleation25/s...2022-08-04 09:11:29.356LinearPCGSolverNaT35957398-e2ff-4d43-801b-741afefabcefFalse...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
6END9615unpreconditioned../../../../solvers_and_timings/nucleation25/s...2022-08-04 09:11:29.580LinearPCGSolverNaT35957398-e2ff-4d43-801b-741afefabcefTrue...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
7START9615unpreconditioned../../../../solvers_and_timings/nucleation25/s...2022-08-04 09:11:29.598LinearPCGSolverNaT3c4a86bc-23e0-4c65-a66e-91084f868a93False...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
13END9615unpreconditioned../../../../solvers_and_timings/nucleation25/s...2022-08-04 09:11:29.872LinearPCGSolverNaT3c4a86bc-23e0-4c65-a66e-91084f868a93True...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
14START1005unpreconditioned../../../../solvers_and_timings/nucleation25/s...2022-08-04 09:11:28.141LinearLUSolverNaT1760eeee-ef94-43a3-9819-5702586b3314False...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
..................................................................
3681END10000005JacobiPreconditioner../../../../solvers_and_timings/nucleation23/s...2022-07-25 09:00:13.699LinearPCGSolverNaTb9dfba3f-621a-46f3-8bda-97e24404a0daTrue...NaN/usr/site/lib/fe:/usr/site/doc/html/evolverNaNNaNNaNNaNNaNNaNNaNNaN
3682START1005unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 08:57:01.442LinearGMRESSolverNaT6c6d58e4-b05a-409d-bd78-9219490afa89False...NaN/usr/site/lib/fe:/usr/site/doc/html/evolverNaNNaNNaNNaNNaNNaNNaNNaN
3688END1005unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 08:57:01.709LinearGMRESSolverNaT6c6d58e4-b05a-409d-bd78-9219490afa89True...NaN/usr/site/lib/fe:/usr/site/doc/html/evolverNaNNaNNaNNaNNaNNaNNaNNaN
3689START1005unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 08:57:01.726LinearGMRESSolverNaT30f8779f-52c9-4387-8eb3-bcde6cd915f1False...NaN/usr/site/lib/fe:/usr/site/doc/html/evolverNaNNaNNaNNaNNaNNaNNaNNaN
3695END1005unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 08:57:01.845LinearGMRESSolverNaT30f8779f-52c9-4387-8eb3-bcde6cd915f1True...NaN/usr/site/lib/fe:/usr/site/doc/html/evolverNaNNaNNaNNaNNaNNaNNaNNaN
\n", - "

1056 rows × 107 columns

\n", - "
" - ], - "text/plain": [ - " state numberOfElements sweeps preconditioner \\\n", - "0 START 961 5 unpreconditioned \n", - "6 END 961 5 unpreconditioned \n", - "7 START 961 5 unpreconditioned \n", - "13 END 961 5 unpreconditioned \n", - "14 START 100 5 unpreconditioned \n", - "... ... ... ... ... \n", - "3681 END 1000000 5 JacobiPreconditioner \n", - "3682 START 100 5 unpreconditioned \n", - "3688 END 100 5 unpreconditioned \n", - "3689 START 100 5 unpreconditioned \n", - "3695 END 100 5 unpreconditioned \n", - "\n", - " logfile \\\n", - "0 ../../../../solvers_and_timings/nucleation25/s... \n", - "6 ../../../../solvers_and_timings/nucleation25/s... \n", - "7 ../../../../solvers_and_timings/nucleation25/s... \n", - "13 ../../../../solvers_and_timings/nucleation25/s... \n", - "14 ../../../../solvers_and_timings/nucleation25/s... \n", - "... ... \n", - "3681 ../../../../solvers_and_timings/nucleation23/s... \n", - "3682 ../../../../solvers_and_timings/nucleation23/s... \n", - "3688 ../../../../solvers_and_timings/nucleation23/s... \n", - "3689 ../../../../solvers_and_timings/nucleation23/s... \n", - "3695 ../../../../solvers_and_timings/nucleation23/s... \n", - "\n", - " time_stamp solver_class solve_time \\\n", - "0 2022-08-04 09:11:29.356 LinearPCGSolver NaT \n", - "6 2022-08-04 09:11:29.580 LinearPCGSolver NaT \n", - "7 2022-08-04 09:11:29.598 LinearPCGSolver NaT \n", - "13 2022-08-04 09:11:29.872 LinearPCGSolver NaT \n", - "14 2022-08-04 09:11:28.141 LinearLUSolver NaT \n", - "... ... ... ... \n", - "3681 2022-07-25 09:00:13.699 LinearPCGSolver NaT \n", - "3682 2022-07-25 08:57:01.442 LinearGMRESSolver NaT \n", - "3688 2022-07-25 08:57:01.709 LinearGMRESSolver NaT \n", - "3689 2022-07-25 08:57:01.726 LinearGMRESSolver NaT \n", - "3695 2022-07-25 08:57:01.845 LinearGMRESSolver NaT \n", - "\n", - " simulation_id converged ... max_iterations \\\n", - "0 35957398-e2ff-4d43-801b-741afefabcef False ... NaN \n", - "6 35957398-e2ff-4d43-801b-741afefabcef True ... NaN \n", - "7 3c4a86bc-23e0-4c65-a66e-91084f868a93 False ... NaN \n", - "13 3c4a86bc-23e0-4c65-a66e-91084f868a93 True ... NaN \n", - "14 1760eeee-ef94-43a3-9819-5702586b3314 False ... NaN \n", - "... ... ... ... ... \n", - "3681 b9dfba3f-621a-46f3-8bda-97e24404a0da True ... NaN \n", - "3682 6c6d58e4-b05a-409d-bd78-9219490afa89 False ... NaN \n", - "3688 6c6d58e4-b05a-409d-bd78-9219490afa89 True ... NaN \n", - "3689 30f8779f-52c9-4387-8eb3-bcde6cd915f1 False ... NaN \n", - "3695 30f8779f-52c9-4387-8eb3-bcde6cd915f1 True ... NaN \n", - "\n", - " conda.conda_info.env_vars.EVOLVERPATH scaled_residual \\\n", - "0 NaN NaN \n", - "6 NaN NaN \n", - "7 NaN NaN \n", - "13 NaN NaN \n", - "14 NaN NaN \n", - "... ... ... \n", - "3681 /usr/site/lib/fe:/usr/site/doc/html/evolver NaN \n", - "3682 /usr/site/lib/fe:/usr/site/doc/html/evolver NaN \n", - "3688 /usr/site/lib/fe:/usr/site/doc/html/evolver NaN \n", - "3689 /usr/site/lib/fe:/usr/site/doc/html/evolver NaN \n", - "3695 /usr/site/lib/fe:/usr/site/doc/html/evolver NaN \n", - "\n", - " convergence_residual Aztec_version \\\n", - "0 NaN NaN \n", - "6 NaN NaN \n", - "7 NaN NaN \n", - "13 NaN NaN \n", - "14 NaN NaN \n", - "... ... ... \n", - "3681 NaN NaN \n", - "3682 NaN NaN \n", - "3688 NaN NaN \n", - "3689 NaN NaN \n", - "3695 NaN NaN \n", - "\n", - " conda.conda_info.env_vars.CONDA_PYTHONBREAKPOINT \\\n", - "0 NaN \n", - "6 NaN \n", - "7 NaN \n", - "13 NaN \n", - "14 NaN \n", - "... ... \n", - "3681 NaN \n", - "3682 NaN \n", - "3688 NaN \n", - "3689 NaN \n", - "3695 NaN \n", - "\n", - " conda.conda_info.env_vars.PYTHONBREAKPOINT ksp_solver ksp_precon \\\n", - "0 NaN NaN NaN \n", - "6 NaN NaN NaN \n", - "7 NaN NaN NaN \n", - "13 NaN NaN NaN \n", - "14 NaN NaN NaN \n", - "... ... ... ... \n", - "3681 NaN NaN NaN \n", - "3682 NaN NaN NaN \n", - "3688 NaN NaN NaN \n", - "3689 NaN NaN NaN \n", - "3695 NaN NaN NaN \n", - "\n", - " ksp_norm_type \n", - "0 NaN \n", - "6 NaN \n", - "7 NaN \n", - "13 NaN \n", - "14 NaN \n", - "... ... \n", - "3681 NaN \n", - "3682 NaN \n", - "3688 NaN \n", - "3689 NaN \n", - "3695 NaN \n", - "\n", - "[1056 rows x 107 columns]" - ] - }, - "execution_count": 887, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "nucleation[nucleation[\"state\"].isin([\"START\", \"END\"])]" - ] - }, - { - "cell_type": "code", - "execution_count": 890, - "id": "c6ee33bf-b60c-415b-8cda-a8d9b0ea7958", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_35854/4059962835.py:1: FutureWarning: Dropping of nuisance columns in DataFrame reductions (with 'numeric_only=None') is deprecated; in a future version this will raise TypeError. Select only valid columns before calling the reduction.\n", - " nucleation[nucleation[\"simulation_id\"] == uuid.UUID(\"35957398-e2ff-4d43-801b-741afefabcef\")].sum()[\"solve_time\"]\n" - ] - }, - { - "data": { - "text/plain": [ - "Timedelta('0 days 00:00:00.054000')" - ] - }, - "execution_count": 890, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "nucleation[nucleation[\"simulation_id\"] == uuid.UUID(\"35957398-e2ff-4d43-801b-741afefabcef\")].sum()[\"solve_time\"]" - ] - }, - { - "cell_type": "code", - "execution_count": 891, - "id": "ace0f710-7b60-4911-aed0-e39a398ea28f", - "metadata": {}, - "outputs": [], - "source": [ - "grouped = nucleation.groupby(\"simulation_id\")" - ] - }, - { - "cell_type": "code", - "execution_count": 893, - "id": "0e4185f5-0569-4729-acb6-c6431bce5511", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "simulation_id\n", - "00124456-a262-4c6b-b107-bba4960242fe 0 days 00:00:00.005000\n", - "0088dcb1-a0a5-4671-8ba2-032a14c746f8 0 days 00:00:00.048000\n", - "0102cc79-6fd9-40be-b0ae-69a6f85547d9 0 days 00:00:00.015000\n", - "02133814-063b-490f-a9e7-bdd86492b65d 0 days 00:00:00.001000\n", - "02d7ebfc-cae0-4ad8-8b39-5f63aa2cc69a 0 days 00:00:00\n", - " ... \n", - "fde841b1-3ba2-43e1-8bb8-2d3aff02e8ac 0 days 00:00:00.569000\n", - "fe5669cb-9397-4892-b043-32b1800bf4d3 0 days 00:00:00\n", - "ff13373b-be44-4b5a-bf10-750024c284a2 0 days 00:00:00.187000\n", - "ffad5d28-54ee-41ee-9f16-eaf7d6de8f56 0 days 00:00:00.001000\n", - "ffccaf2b-56aa-40e9-9747-96a953bdc9a8 0 days 00:00:00.392000\n", - "Name: solve_time, Length: 528, dtype: timedelta64[ns]" - ] - }, - "execution_count": 893, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "grouped[\"solve_time\"].sum()" - ] - }, - { - "cell_type": "code", - "execution_count": 898, - "id": "55302629-a8ff-4112-98f8-e83ac51840a9", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 898, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "nucleation[nucleation[\"state\"] == \"END\"].groupby(\"simulation_id\")" - ] - }, - { - "cell_type": "code", - "execution_count": 899, - "id": "3b8e81af-2c0a-4fdc-b463-c73d3a0f240d", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/guyer/mambaforge/envs/fipy3k_again/lib/python3.10/site-packages/numpy/lib/function_base.py:4488: RuntimeWarning: invalid value encountered in multiply\n", - " lerp_interpolation = asanyarray(add(a, diff_b_a * t, out=out))\n", - "/Users/guyer/mambaforge/envs/fipy3k_again/lib/python3.10/site-packages/numpy/lib/function_base.py:4489: RuntimeWarning: invalid value encountered in subtract\n", - " subtract(b, diff_b_a * (1 - t), out=lerp_interpolation, where=t >= 0.5)\n", - "/Users/guyer/mambaforge/envs/fipy3k_again/lib/python3.10/site-packages/numpy/lib/function_base.py:4488: RuntimeWarning: invalid value encountered in multiply\n", - " lerp_interpolation = asanyarray(add(a, diff_b_a * t, out=out))\n", - "/Users/guyer/mambaforge/envs/fipy3k_again/lib/python3.10/site-packages/numpy/lib/function_base.py:4489: RuntimeWarning: invalid value encountered in subtract\n", - " subtract(b, diff_b_a * (1 - t), out=lerp_interpolation, where=t >= 0.5)\n" - ] - }, - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
numberOfElementssweeps...Aztec_versionksp_norm_type
countmeanstdmin25%50%75%maxcountmean...75%maxcountmeanstdmin25%50%75%max
simulation_idstate
00124456-a262-4c6b-b107-bba4960242feEND1.0100.0NaN100.0100.0100.0100.0100.01.05.0...NaNNaN0.0NaNNaNNaNNaNNaNNaNNaN
START1.0100.0NaN100.0100.0100.0100.0100.01.05.0...NaNNaN0.0NaNNaNNaNNaNNaNNaNNaN
SWEEP5.0100.00.0100.0100.0100.0100.0100.05.05.0...NaNNaN0.0NaNNaNNaNNaNNaNNaNNaN
0088dcb1-a0a5-4671-8ba2-032a14c746f8END1.099856.0NaN99856.099856.099856.099856.099856.01.05.0...NaNNaN0.0NaNNaNNaNNaNNaNNaNNaN
START1.099856.0NaN99856.099856.099856.099856.099856.01.05.0...NaNNaN0.0NaNNaNNaNNaNNaNNaNNaN
.....................................................................
ffad5d28-54ee-41ee-9f16-eaf7d6de8f56START1.09.0NaN9.09.09.09.09.01.05.0...NaNNaN0.0NaNNaNNaNNaNNaNNaNNaN
SWEEP5.09.00.09.09.09.09.09.05.05.0...NaNNaN0.0NaNNaNNaNNaNNaNNaNNaN
ffccaf2b-56aa-40e9-9747-96a953bdc9a8END1.0961.0NaN961.0961.0961.0961.0961.01.05.0...NaNNaN0.0NaNNaNNaNNaNNaNNaNNaN
START1.0961.0NaN961.0961.0961.0961.0961.01.05.0...NaNNaN0.0NaNNaNNaNNaNNaNNaNNaN
SWEEP5.0961.00.0961.0961.0961.0961.0961.05.05.0...NaNNaN0.0NaNNaNNaNNaNNaNNaNNaN
\n", - "

1584 rows × 104 columns

\n", - "
" - ], - "text/plain": [ - " numberOfElements \\\n", - " count mean std \n", - "simulation_id state \n", - "00124456-a262-4c6b-b107-bba4960242fe END 1.0 100.0 NaN \n", - " START 1.0 100.0 NaN \n", - " SWEEP 5.0 100.0 0.0 \n", - "0088dcb1-a0a5-4671-8ba2-032a14c746f8 END 1.0 99856.0 NaN \n", - " START 1.0 99856.0 NaN \n", - "... ... ... ... \n", - "ffad5d28-54ee-41ee-9f16-eaf7d6de8f56 START 1.0 9.0 NaN \n", - " SWEEP 5.0 9.0 0.0 \n", - "ffccaf2b-56aa-40e9-9747-96a953bdc9a8 END 1.0 961.0 NaN \n", - " START 1.0 961.0 NaN \n", - " SWEEP 5.0 961.0 0.0 \n", - "\n", - " \\\n", - " min 25% 50% \n", - "simulation_id state \n", - "00124456-a262-4c6b-b107-bba4960242fe END 100.0 100.0 100.0 \n", - " START 100.0 100.0 100.0 \n", - " SWEEP 100.0 100.0 100.0 \n", - "0088dcb1-a0a5-4671-8ba2-032a14c746f8 END 99856.0 99856.0 99856.0 \n", - " START 99856.0 99856.0 99856.0 \n", - "... ... ... ... \n", - "ffad5d28-54ee-41ee-9f16-eaf7d6de8f56 START 9.0 9.0 9.0 \n", - " SWEEP 9.0 9.0 9.0 \n", - "ffccaf2b-56aa-40e9-9747-96a953bdc9a8 END 961.0 961.0 961.0 \n", - " START 961.0 961.0 961.0 \n", - " SWEEP 961.0 961.0 961.0 \n", - "\n", - " sweeps ... \\\n", - " 75% max count mean ... \n", - "simulation_id state ... \n", - "00124456-a262-4c6b-b107-bba4960242fe END 100.0 100.0 1.0 5.0 ... \n", - " START 100.0 100.0 1.0 5.0 ... \n", - " SWEEP 100.0 100.0 5.0 5.0 ... \n", - "0088dcb1-a0a5-4671-8ba2-032a14c746f8 END 99856.0 99856.0 1.0 5.0 ... \n", - " START 99856.0 99856.0 1.0 5.0 ... \n", - "... ... ... ... ... ... \n", - "ffad5d28-54ee-41ee-9f16-eaf7d6de8f56 START 9.0 9.0 1.0 5.0 ... \n", - " SWEEP 9.0 9.0 5.0 5.0 ... \n", - "ffccaf2b-56aa-40e9-9747-96a953bdc9a8 END 961.0 961.0 1.0 5.0 ... \n", - " START 961.0 961.0 1.0 5.0 ... \n", - " SWEEP 961.0 961.0 5.0 5.0 ... \n", - "\n", - " Aztec_version ksp_norm_type \\\n", - " 75% max count \n", - "simulation_id state \n", - "00124456-a262-4c6b-b107-bba4960242fe END NaN NaN 0.0 \n", - " START NaN NaN 0.0 \n", - " SWEEP NaN NaN 0.0 \n", - "0088dcb1-a0a5-4671-8ba2-032a14c746f8 END NaN NaN 0.0 \n", - " START NaN NaN 0.0 \n", - "... ... .. ... \n", - "ffad5d28-54ee-41ee-9f16-eaf7d6de8f56 START NaN NaN 0.0 \n", - " SWEEP NaN NaN 0.0 \n", - "ffccaf2b-56aa-40e9-9747-96a953bdc9a8 END NaN NaN 0.0 \n", - " START NaN NaN 0.0 \n", - " SWEEP NaN NaN 0.0 \n", - "\n", - " \n", - " mean std min 25% 50% 75% max \n", - "simulation_id state \n", - "00124456-a262-4c6b-b107-bba4960242fe END NaN NaN NaN NaN NaN NaN NaN \n", - " START NaN NaN NaN NaN NaN NaN NaN \n", - " SWEEP NaN NaN NaN NaN NaN NaN NaN \n", - "0088dcb1-a0a5-4671-8ba2-032a14c746f8 END NaN NaN NaN NaN NaN NaN NaN \n", - " START NaN NaN NaN NaN NaN NaN NaN \n", - "... ... .. .. .. .. .. .. \n", - "ffad5d28-54ee-41ee-9f16-eaf7d6de8f56 START NaN NaN NaN NaN NaN NaN NaN \n", - " SWEEP NaN NaN NaN NaN NaN NaN NaN \n", - "ffccaf2b-56aa-40e9-9747-96a953bdc9a8 END NaN NaN NaN NaN NaN NaN NaN \n", - " START NaN NaN NaN NaN NaN NaN NaN \n", - " SWEEP NaN NaN NaN NaN NaN NaN NaN \n", - "\n", - "[1584 rows x 104 columns]" - ] - }, - "execution_count": 899, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "nucleation.groupby([\"simulation_id\", \"state\"]).describe()" - ] - }, - { - "cell_type": "code", - "execution_count": 901, - "id": "13d6dc6b-d797-4dc9-88c7-49d9c6de8537", - "metadata": {}, - "outputs": [ - { - "ename": "AttributeError", - "evalue": "'DataFrameGroupBy' object has no attribute 'loc'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", - "Input \u001b[0;32mIn [901]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43mnucleation\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mgroupby\u001b[49m\u001b[43m(\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43msimulation_id\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mstate\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mloc\u001b[49m[[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m*\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mEND\u001b[39m\u001b[38;5;124m\"\u001b[39m]]\n", - "File \u001b[0;32m~/mambaforge/envs/fipy3k_again/lib/python3.10/site-packages/pandas/core/groupby/groupby.py:904\u001b[0m, in \u001b[0;36mGroupBy.__getattr__\u001b[0;34m(self, attr)\u001b[0m\n\u001b[1;32m 901\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m attr \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mobj:\n\u001b[1;32m 902\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m[attr]\n\u001b[0;32m--> 904\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mAttributeError\u001b[39;00m(\n\u001b[1;32m 905\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mtype\u001b[39m(\u001b[38;5;28mself\u001b[39m)\u001b[38;5;241m.\u001b[39m\u001b[38;5;18m__name__\u001b[39m\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m object has no attribute \u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mattr\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 906\u001b[0m )\n", - "\u001b[0;31mAttributeError\u001b[0m: 'DataFrameGroupBy' object has no attribute 'loc'" - ] - } - ], - "source": [ - "nucleation.groupby([\"simulation_id\", \"state\"]).loc[[\"*\", \"END\"]]" - ] - }, - { - "cell_type": "code", - "execution_count": 897, - "id": "cd148805-35e6-4b0c-9475-925db290ac11", - "metadata": {}, - "outputs": [ - { - "ename": "KeyError", - "evalue": "'Column not found: False'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", - "Input \u001b[0;32mIn [897]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43mgrouped\u001b[49m\u001b[43m[\u001b[49m\u001b[43mgrouped\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mstate\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m==\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mEND\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m]\u001b[49m\n", - "File \u001b[0;32m~/mambaforge/envs/fipy3k_again/lib/python3.10/site-packages/pandas/core/groupby/generic.py:1338\u001b[0m, in \u001b[0;36mDataFrameGroupBy.__getitem__\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m 1329\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(key, \u001b[38;5;28mtuple\u001b[39m) \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(key) \u001b[38;5;241m>\u001b[39m \u001b[38;5;241m1\u001b[39m:\n\u001b[1;32m 1330\u001b[0m \u001b[38;5;66;03m# if len == 1, then it becomes a SeriesGroupBy and this is actually\u001b[39;00m\n\u001b[1;32m 1331\u001b[0m \u001b[38;5;66;03m# valid syntax, so don't raise warning\u001b[39;00m\n\u001b[1;32m 1332\u001b[0m warnings\u001b[38;5;241m.\u001b[39mwarn(\n\u001b[1;32m 1333\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mIndexing with multiple keys (implicitly converted to a tuple \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 1334\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mof keys) will be deprecated, use a list instead.\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 1335\u001b[0m \u001b[38;5;167;01mFutureWarning\u001b[39;00m,\n\u001b[1;32m 1336\u001b[0m stacklevel\u001b[38;5;241m=\u001b[39mfind_stack_level(),\n\u001b[1;32m 1337\u001b[0m )\n\u001b[0;32m-> 1338\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43msuper\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[38;5;21;43m__getitem__\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mkey\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m~/mambaforge/envs/fipy3k_again/lib/python3.10/site-packages/pandas/core/base.py:250\u001b[0m, in \u001b[0;36mSelectionMixin.__getitem__\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m 248\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 249\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m key \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mobj:\n\u001b[0;32m--> 250\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mColumn not found: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mkey\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 251\u001b[0m subset \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mobj[key]\n\u001b[1;32m 252\u001b[0m ndim \u001b[38;5;241m=\u001b[39m subset\u001b[38;5;241m.\u001b[39mndim\n", - "\u001b[0;31mKeyError\u001b[0m: 'Column not found: False'" - ] - } - ], - "source": [ - "grouped[grouped[\"state\"] == \"END\"]" - ] - }, - { - "cell_type": "code", - "execution_count": 858, - "id": "a0f7ca9a-018d-475d-8369-4f6b33dd5837", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
statenumberOfElementssweepspreconditionerlogfiletime_stampsolver_classsolve_timesimulation_idconverged...scaled_residualconvergence_residualAztec_versionconda.conda_info.env_vars.CONDA_PYTHONBREAKPOINTconda.conda_info.env_vars.PYTHONBREAKPOINTksp_solverksp_preconksp_norm_typetime_deltaelapsed_seconds
804END95JacobiPreconditioner../../../../solvers_and_timings/nucleation23/s...2022-07-25 08:58:40.728LinearGMRESSolver0 days 00:00:00.107000a1cae826-ed7e-4cff-9f3f-b4953744369bFalse...NaNNaNNaNipdb.set_traceNaNNaNNaN0 days 00:00:00.5710000.571
594END95unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 08:56:59.196LinearCGSSolver0 days 00:00:00.001000332cc39c-1956-43bb-9aae-09e54ebf1dacFalse...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:00:00.2670000.267
2869END95unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 08:56:18.775LinearGMRESSolver0 days 00:00:009caff935-518e-41aa-9acb-c98c5cc72451True...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:00:00.1450000.145
2876END95unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 08:56:18.426LinearCGSSolver0 days 00:00:0088571eec-c433-494b-b45f-2c6c7f44cd6dTrue...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:00:00.1320000.132
573END95unpreconditioned../../../../solvers_and_timings/nucleation25/s...2022-08-04 09:11:29.788LinearPCGSolver0 days 00:00:00.005000093a0d33-85f1-4e53-b46a-2f074cbae85fTrue...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:00:00.1340000.134
..................................................................
3163END10000005unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 09:00:35.101LinearLUSolver0 days 00:00:00.46500084728458-0bd9-4145-874e-2b1828cada46True...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:02:28.552000148.552
3156END10000005unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 08:58:05.468LinearLUSolver0 days 00:00:00.400000f2fae6fa-e592-44a1-8a31-1654e326cb72True...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:01:46.127000106.127
1371END10000005unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 09:08:24.914LinearLUSolver0 days 00:00:00.48200040254cea-9686-40de-871b-c453d25671f3True...NaNNaNNaNipdb.set_traceNaNNaNNaN0 days 00:03:44.955000224.955
1854END10000005unpreconditioned../../../../solvers_and_timings/nucleation23/s...2022-07-25 08:58:50.199LinearCGSSolver0 days 00:00:00.5610003397d49a-f092-48d1-8d01-815ac1abe52bTrue...NaNNaNNaNNaNNaNNaNNaNNaN0 days 00:01:37.59400097.594
2988END10000005JacobiPreconditioner../../../../solvers_and_timings/nucleation23/s...2022-07-25 09:00:50.984LinearGMRESSolver0 days 00:00:10.11300055683476-ef10-4515-a04d-06a47f8757a8True...NaNNaNNaNipdb.set_traceNaNNaNNaN0 days 00:01:24.44400084.444
\n", - "

528 rows × 109 columns

\n", - "
" - ], - "text/plain": [ - " state numberOfElements sweeps preconditioner \\\n", - "804 END 9 5 JacobiPreconditioner \n", - "594 END 9 5 unpreconditioned \n", - "2869 END 9 5 unpreconditioned \n", - "2876 END 9 5 unpreconditioned \n", - "573 END 9 5 unpreconditioned \n", - "... ... ... ... ... \n", - "3163 END 1000000 5 unpreconditioned \n", - "3156 END 1000000 5 unpreconditioned \n", - "1371 END 1000000 5 unpreconditioned \n", - "1854 END 1000000 5 unpreconditioned \n", - "2988 END 1000000 5 JacobiPreconditioner \n", - "\n", - " logfile \\\n", - "804 ../../../../solvers_and_timings/nucleation23/s... \n", - "594 ../../../../solvers_and_timings/nucleation23/s... \n", - "2869 ../../../../solvers_and_timings/nucleation23/s... \n", - "2876 ../../../../solvers_and_timings/nucleation23/s... \n", - "573 ../../../../solvers_and_timings/nucleation25/s... \n", - "... ... \n", - "3163 ../../../../solvers_and_timings/nucleation23/s... \n", - "3156 ../../../../solvers_and_timings/nucleation23/s... \n", - "1371 ../../../../solvers_and_timings/nucleation23/s... \n", - "1854 ../../../../solvers_and_timings/nucleation23/s... \n", - "2988 ../../../../solvers_and_timings/nucleation23/s... \n", - "\n", - " time_stamp solver_class solve_time \\\n", - "804 2022-07-25 08:58:40.728 LinearGMRESSolver 0 days 00:00:00.107000 \n", - "594 2022-07-25 08:56:59.196 LinearCGSSolver 0 days 00:00:00.001000 \n", - "2869 2022-07-25 08:56:18.775 LinearGMRESSolver 0 days 00:00:00 \n", - "2876 2022-07-25 08:56:18.426 LinearCGSSolver 0 days 00:00:00 \n", - "573 2022-08-04 09:11:29.788 LinearPCGSolver 0 days 00:00:00.005000 \n", - "... ... ... ... \n", - "3163 2022-07-25 09:00:35.101 LinearLUSolver 0 days 00:00:00.465000 \n", - "3156 2022-07-25 08:58:05.468 LinearLUSolver 0 days 00:00:00.400000 \n", - "1371 2022-07-25 09:08:24.914 LinearLUSolver 0 days 00:00:00.482000 \n", - "1854 2022-07-25 08:58:50.199 LinearCGSSolver 0 days 00:00:00.561000 \n", - "2988 2022-07-25 09:00:50.984 LinearGMRESSolver 0 days 00:00:10.113000 \n", - "\n", - " simulation_id converged ... scaled_residual \\\n", - "804 a1cae826-ed7e-4cff-9f3f-b4953744369b False ... NaN \n", - "594 332cc39c-1956-43bb-9aae-09e54ebf1dac False ... NaN \n", - "2869 9caff935-518e-41aa-9acb-c98c5cc72451 True ... NaN \n", - "2876 88571eec-c433-494b-b45f-2c6c7f44cd6d True ... NaN \n", - "573 093a0d33-85f1-4e53-b46a-2f074cbae85f True ... NaN \n", - "... ... ... ... ... \n", - "3163 84728458-0bd9-4145-874e-2b1828cada46 True ... NaN \n", - "3156 f2fae6fa-e592-44a1-8a31-1654e326cb72 True ... NaN \n", - "1371 40254cea-9686-40de-871b-c453d25671f3 True ... NaN \n", - "1854 3397d49a-f092-48d1-8d01-815ac1abe52b True ... NaN \n", - "2988 55683476-ef10-4515-a04d-06a47f8757a8 True ... NaN \n", - "\n", - " convergence_residual Aztec_version \\\n", - "804 NaN NaN \n", - "594 NaN NaN \n", - "2869 NaN NaN \n", - "2876 NaN NaN \n", - "573 NaN NaN \n", - "... ... ... \n", - "3163 NaN NaN \n", - "3156 NaN NaN \n", - "1371 NaN NaN \n", - "1854 NaN NaN \n", - "2988 NaN NaN \n", - "\n", - " conda.conda_info.env_vars.CONDA_PYTHONBREAKPOINT \\\n", - "804 \n", - "594 NaN \n", - "2869 NaN \n", - "2876 NaN \n", - "573 NaN \n", - "... ... \n", - "3163 NaN \n", - "3156 NaN \n", - "1371 \n", - "1854 NaN \n", - "2988 \n", - "\n", - " conda.conda_info.env_vars.PYTHONBREAKPOINT ksp_solver ksp_precon \\\n", - "804 ipdb.set_trace NaN NaN \n", - "594 NaN NaN NaN \n", - "2869 NaN NaN NaN \n", - "2876 NaN NaN NaN \n", - "573 NaN NaN NaN \n", - "... ... ... ... \n", - "3163 NaN NaN NaN \n", - "3156 NaN NaN NaN \n", - "1371 ipdb.set_trace NaN NaN \n", - "1854 NaN NaN NaN \n", - "2988 ipdb.set_trace NaN NaN \n", - "\n", - " ksp_norm_type time_delta elapsed_seconds \n", - "804 NaN 0 days 00:00:00.571000 0.571 \n", - "594 NaN 0 days 00:00:00.267000 0.267 \n", - "2869 NaN 0 days 00:00:00.145000 0.145 \n", - "2876 NaN 0 days 00:00:00.132000 0.132 \n", - "573 NaN 0 days 00:00:00.134000 0.134 \n", - "... ... ... ... \n", - "3163 NaN 0 days 00:02:28.552000 148.552 \n", - "3156 NaN 0 days 00:01:46.127000 106.127 \n", - "1371 NaN 0 days 00:03:44.955000 224.955 \n", - "1854 NaN 0 days 00:01:37.594000 97.594 \n", - "2988 NaN 0 days 00:01:24.444000 84.444 \n", - "\n", - "[528 rows x 109 columns]" - ] - }, - "execution_count": 858, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "nucleation_total" - ] - }, - { - "cell_type": "code", - "execution_count": 408, - "id": "4c6aa296-65ec-42e7-97c9-b5b558275cee", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "state\n", - "numberOfElements\n", - "sweeps\n", - "preconditioner\n", - "logfile\n", - "time_stamp\n", - "solver_class\n", - "solve_time\n", - "simulation_id\n", - "converged\n", - "argv\n", - "platform.architecture\n", - "platform.machine\n", - "platform.node\n", - "platform.platform\n", - "platform.processor\n", - "platform.release\n", - "platform.system\n", - "platform.version\n", - "package.python\n", - "package.fipy\n", - "package.numpy\n", - "package.pysparse\n", - "package.scipy\n", - "package.matplotlib\n", - "package.mpi4py\n", - "package.petsc4py\n", - "package.pyamgx\n", - "package.PyTrilinos\n", - "package.mayavi\n", - "package.gmsh\n", - "package.solver\n", - "conda.conda_info.GID\n", - "conda.conda_info.UID\n", - "conda.conda_info.active_prefix\n", - "conda.conda_info.active_prefix_name\n", - "conda.conda_info.av_data_dir\n", - "conda.conda_info.av_metadata_url_base\n", - "conda.conda_info.channels\n", - "conda.conda_info.conda_build_version\n", - "conda.conda_info.conda_env_version\n", - "conda.conda_info.conda_location\n", - "conda.conda_info.conda_prefix\n", - "conda.conda_info.conda_private\n", - "conda.conda_info.conda_shlvl\n", - "conda.conda_info.conda_version\n", - "conda.conda_info.config_files\n", - "conda.conda_info.default_prefix\n", - "conda.conda_info.env_vars.CDPATH\n", - "conda.conda_info.env_vars.CIO_TEST\n", - "conda.conda_info.env_vars.CONDA_DEFAULT_ENV\n", - "conda.conda_info.env_vars.CONDA_EXE\n", - "conda.conda_info.env_vars.CONDA_PREFIX\n", - "conda.conda_info.env_vars.CONDA_PREFIX_1\n", - "conda.conda_info.env_vars.CONDA_PROMPT_MODIFIER\n", - "conda.conda_info.env_vars.CONDA_PYTHON_EXE\n", - "conda.conda_info.env_vars.CONDA_ROOT\n", - "conda.conda_info.env_vars.CONDA_SHELL\n", - "conda.conda_info.env_vars.CONDA_SHLVL\n", - "conda.conda_info.env_vars.CURL_CA_BUNDLE\n", - "conda.conda_info.env_vars.LD_LIBRARY_PATH\n", - "conda.conda_info.env_vars.MANPATH\n", - "conda.conda_info.env_vars.MMSP_PATH\n", - "conda.conda_info.env_vars.MODULEPATH\n", - "conda.conda_info.env_vars.PATH\n", - "conda.conda_info.env_vars.REQUESTS_CA_BUNDLE\n", - "conda.conda_info.env_vars.SSL_CERT_FILE\n", - "conda.conda_info.envs\n", - "conda.conda_info.envs_dirs\n", - "conda.conda_info.netrc_file\n", - "conda.conda_info.offline\n", - "conda.conda_info.pkgs_dirs\n", - "conda.conda_info.platform\n", - "conda.conda_info.python_version\n", - "conda.conda_info.rc_path\n", - "conda.conda_info.requests_version\n", - "conda.conda_info.root_prefix\n", - "conda.conda_info.root_writable\n", - "conda.conda_info.site_dirs\n", - "conda.conda_info.sys.executable\n", - "conda.conda_info.sys.prefix\n", - "conda.conda_info.sys.version\n", - "conda.conda_info.sys_rc_path\n", - "conda.conda_info.user_agent\n", - "conda.conda_info.user_rc_path\n", - "conda.conda_info.virtual_pkgs\n", - "conda.conda_env.channels\n", - "conda.conda_env.dependencies\n", - "conda.conda_env.name\n", - "conda.conda_env.prefix\n", - "solver\n", - "iterations\n", - "residual\n", - "criterion\n", - "actual_code\n", - "status_name\n", - "status_code\n", - "max_iterations\n", - "conda.conda_info.env_vars.EVOLVERPATH\n", - "scaled_residual\n", - "convergence_residual\n", - "Aztec_version\n", - "conda.conda_info.env_vars.CONDA_PYTHONBREAKPOINT\n", - "conda.conda_info.env_vars.PYTHONBREAKPOINT\n", - "ksp_solver\n", - "ksp_precon\n", - "ksp_norm_type\n", - "time_delta\n", - "elapsed_seconds\n" - ] - } - ], - "source": [ - "for col in nucleation_total.columns:\n", - " print(col)" - ] - }, - { - "cell_type": "code", - "execution_count": 906, + "execution_count": 73, "id": "715783fb-5226-4696-92c9-6d4c5a22b308", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -3973,13 +1924,13 @@ }, { "cell_type": "code", - "execution_count": 933, + "execution_count": 74, "id": "3fdba119-461b-4e45-910a-37818c7409a3", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -3996,7 +1947,7 @@ }, { "cell_type": "code", - "execution_count": 922, + "execution_count": 75, "id": "234ec4aa-dfa6-4f66-a31e-919484017ada", "metadata": {}, "outputs": [ @@ -4006,13 +1957,13 @@ "Text(0.5, 1.0, 'petsc')" ] }, - "execution_count": 922, + "execution_count": 75, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -4040,13 +1991,25 @@ }, { "cell_type": "code", - "execution_count": 928, + "execution_count": 76, "id": "b7ed24c0-72c6-42d9-8e73-e9a2930aac9e", "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_4154/2632659588.py:95: SettingWithCopyWarning: \n", + "A value is trying to be set on a copy of a slice from a DataFrame.\n", + "Try using .loc[row_indexer,col_indexer] = value instead\n", + "\n", + "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", + " df[\"solve_fraction\"] = df[\"solve_seconds\"] / df[\"elapsed_seconds\"]\n" + ] + }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAvAAAAF3CAYAAADD+3+HAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAD5dklEQVR4nOzdeVgT1/o48HeykIUEZI3sa3YgIhBcWMStblAVcUGhWmvVq7XoterPWq+11mKVq1d7a71ttUWsG1pQ6t5WAa0L1LIvgmzKviaQhGSS+f1BwxcRUKqI2vN5Hp6amTMz75wM9J0zZ87BCIIABEEQBEEQBEFeDaTBDgBBEARBEARBkKeHEngEQRAEQRAEeYWgBB5BEARBEARBXiEogUcQBEEQBEGQVwhK4BEEQRAEQRDkFYISeARBEARBEAR5hVAGO4D+Mjc3JxwdHQc7DARBEAR5YdLT0+sJgrAY7DgQBHk5vHIJvKOjI6SlpQ12GAiCIAjywmAYVjbYMSAI8vJAXWgQBEEQBEEQ5BWCEngEQRAEQRAEeYWgBB5BEARBEARBXiGvXB94BEEQBEEA0tPTLSkUyjcA4AaoQQ5BXjc6AMjGcfwdLy+v2u4rUQKPIAiCIK8gCoXyzdChQ4UWFhZNJBKJGOx4EAR5fnQ6HVZXVyeqrq7+BgBCuq9Hd+wIgiAI8mpys7CwkKHkHUFePyQSibCwsGiBjidsj69/wfEgCIIgCPJ8kFDyjiCvrz9/v3vM1VECjyAIgiAIgiCvEJTAIwiCIAjyl7S2tmI+Pj58HMehoKDAgMvliruXiYqKsk5ISGAPdCzl5eWUadOmOdvZ2bm5uLiIAwMDXTMzM2kAAFlZWbSgoCBXOzs7N7FYLPT19eWdP3+eBQBQUVFBCQoKcuXz+SL9dgAAWq0WFi5caMflcsU8Hk/k5uYmzM/PN+grBhsbG/eqqqoBfb8wNDTU8dChQyYAAFKplJ+cnMzsK4akpCR2UFCQKwDA3r17zUxMTCQCgUDk4uIijomJMR/IWJ9G1+smOTmZuXDhQjuAjrgvX75sqC/3+eefW3zxxRdmAxmLSqXCvL29+RqNZiAP81ygl1gRBEEQBPlL9u3bZx4SEtJEofSeTuzZs6dyIGPAcRxIJBKEhIS4hoeHNyQlJd0HALhx4wajsrKS6urqqg4ODuZ++umnFfPnz28BALhz5w79t99+M5w8eXLr+vXrbcaOHSv76KOPagEAbt26xQAA+Oabb0yrq6up+fn5OWQyGYqLi6lGRka6gTwXAACdTgcEQQCZTB6Q/QcHBzfFxsaWP3z4kOLm5iaePXt2s52dHa5fr9FogEqlDsixnyQgIEAREBCgAAD45Zdf2CwWSzthwoQ2AIB169bVDeSxcRwHOp1OBAYGyr755hvT5cuXNw7k8Z4VSuARBEEQ5BX3QXyGXWG1nPmkcjqCAJlSQzFiUHEShvVZljeUrdg5S1LRV5kTJ06YHTt27H5fZUJDQx2nTZvWsmjRoiYbGxv32bNnN1y8eNEYx3Hs+PHj9z09PVUymYy0ePFi+7y8PIZWq8U+/PDDygULFjQXFBQYhIeHOymVShIAwH/+85/yCRMmtCUlJbE/+eQTK0tLS01ubi5z9+7d5RQKheia5I0aNUoJALB7927z4cOHt+qTdwAAHx8flY+PjwoAoLq6mjpx4sTOdb6+vkoAgKqqKiqHw9HoE2kXF5fOZtkDBw6YxsTEDCUIAhs/fnzz/v37H3Y95+XLl9s4ODioN2zYUAcAsGbNGms2m639+OOPaz766CPOjz/+aKpWq7GpU6c27969u7KgoMBg8uTJ3FGjRsnT09NZiYmJRTweT93nF/SMbGxscHt7+/aioiKDqKgoWxMTEzwrK4vp4eGhiIqKqlu2bJl9Y2MjhU6n67755psyT09PVUVFBeXtt992KC8vpwEAfPHFF2UTJkxo27JlC+fIkSPmAAARERF1mzdvrtWfk1QqbU1LS2NxOBz1xYsXi1gsFpGSksJ85513HBkMhs7X17dVH1NSUhI7JiaG89VXX5XHxsZakEgk4sSJE2Z79uwpv3TpkhGLxdJu3bq15saNG4zly5c7KJVKkoODQ/sPP/xQamFhoZVKpXwvL6/W1NRUI7lcTv7qq69KJ02a1IrjOKxYscL2+vXrbLVajS1ZsqT2gw8+qO9+HRUXF+fMmjWrecOGDTYvewKPutAgCIIgyHNC6AjQ1CkGO4xeyZQaSlmjki5Tap65AU+lUmEVFRU0Pp/fr0TT3Nwcz83NzXv77bfroqOjOQAAGzdutAoKCpJlZ2fnpaSkFGzatMlWJpORrK2t8ZSUlMLc3Ny848eP31+9erW9fj+ZmZmGO3fufFhcXJyTmZnJkEgkPVZ8Tk4O3dPTs9cvZcWKFbXvvfeeo6+vL2/9+vVDS0tLqQAAERERjVeuXBkiEAhES5Yssb1+/ToDAKC0tJS6ZcsWm6tXrxbm5ubm3L171/Dw4cNDuu5zwYIFjadOnTLVf05MTDRZsGBB0+nTp42KioromZmZeXl5ebl//PEHU9+Vp7S0lL5o0aKGvLy83IFO3gEAcnNzDSoqKmgikagdAKC4uJh+/fr1wq+//vrBO++84/Dll1+W5+Tk5O3cufPB8uXL7QEAli1bZu/v7y8vKCjIzcnJyR0+fLgqJSWF+cMPP5ilp6fnpaWl5cXGxlro66q8vJy+atWq2qKiohxjY2NtbGysCQDA4sWLHf/973+X//HHH/k9xcbn89WRkZF1y5Ytq8nPz8+dNGlSa9f1CxcudNq+ffuDwsLCXLFYrFy/fr21fh2O41hWVlbejh07KrZu3WoNALBnzx5zY2NjbXZ2dl5GRkbe999/b6HvDtX1OgIA8PHxUWZmZhrCSw61wCMIgiDIc0AQBDSfKYa2O9XAWeUJVM6LywGe1FKup9JosbMZlcbBEusWOpX8TCPYVFdXU9hsNv7kko8KDw9vAgCQSqWKM2fOmAAAXL161ejixYtD9u7dOxQAoL29HSsqKjJwcHDQLF682CE3N5dBIpGgrKyMpt+Ph4dHm0Ag6HeiO2HCBJfS0lK6k5OT6tKlS8WhoaEyPz+/rB9//NH4woULxl5eXqKsrKwcFxcXTVFRUfbZs2fZP//8s9GUKVP4sbGxxXK5nDxixAi5tbU1DgAwZ86cxmvXrrEiIiKa9ccYPXq0sqGhgVJaWkqtqqqiGBsba7lcrnrnzp2WycnJRiKRSAQAoFAoSPn5+XRnZ2e1lZWVety4cW39PZ+ngXV52nL27FkTgUDAMjAw0O3Zs6eMw+FoAQBmzpzZRKFQoKWlhXT37l1WWFiYi34btVqNAQDcuHGDHR8fXwIAQKFQwMzMTHv16lXWlClTmvXdi6ZOndr066+/ssPCwpptbGza9U9CPD09FaWlpbSGhgayXC4nT506tRUA4O2332745ZdfjJ/2XLpvv2TJkoawsDBn/fqwsLAmAIBRo0a1ffDBBwYAAFeuXDHKz89n6q83uVxOzs3NpRsYGBDdryMKhQJUKpVoamoimZiYDHiXqb8KJfAIgiAI8hzIf6mAtptVAACgqVW80AT+adGpZCLM2675eezL0NBQp1ar+/0kn06nEwAAFAqFwHEcA+i4+YmPjy+SSCTtXcuuWbPG2tLSUnPq1KkSnU4HDAbDS7+OyWR2Jlfu7u7KhIQEk56OJxaLVSkpKSz958uXLxcnJycz165da6dfxuFwtMuWLWtctmxZY1BQkOulS5dYCxcubGYwGMTs2bNls2fPlnE4HM3p06eHjB8/Xv405xkcHNwUFxdnUl1dTQ0NDW3Un2dUVFTVBx98UN+1bEFBgUHX83kWJiYmeH19PdnKygoH6Eh4TU1NO2+09H3gu2/HYrF0AB0v77LZbDw/Pz/3aY5HEL3fBxoYGHSuJJPJhFKpJBEE8cgNxfPW5foCrVarv76wmJiY8tDQUFnXsklJSeye6l2j0WBMJvOlHqIVdaFBEARBkGfUerMSZJfLgDHMAkzDBcAQDuhgGS8FCwsLrVarxRQKxTNnY0FBQbKYmBiOTteRS+m7YLS0tJCtrKw0ZDIZvvzySzOtVtvj9sHBwXK1Wo11HVXl2rVrzJ9++om1ZMmShrS0NNaRI0c6W3nb2to6858zZ86w5XI5CQCgqamJVFZWRnNyclKnpqYy9d1ptFotZGVlMRwcHNQBAQFtt27dYldVVVFwHIeTJ0+ajhkz5pEuHgAdXXBOnTplmpSUZLJgwYImAIDJkyfLDh8+bN7S0kICACgpKaE+fPiwx8bUGTNmOP76669PfK+hu1GjRsm//fZbM4COFzOPHDliNmbMmKe66QAAMDU11dna2qoPHjxoAtDxUu1vv/3GAAAYPXq0fOfOnRb6fTc2NpLGjh3beu7cuSFyuZwkk8lI586dMwkKCur1eObm5loWi6W9ePEiCwDgu+++M+2pHJvN1srl8sfe5DUzM9MaGRlpL1y4wAIA+Pbbb81Gjhz5WP13NWHChJb9+/dbtLe3YwAAmZmZNJlM1mMOXF1dTTYxMcFpNNpLncCjFngEQRAEeQaKjDpoTiwGutAUTMN4gJH/Pm1jAQEBLZcuXWJNnz5dDgBQUlJC43A4Hvr1n3322VN17YmOjq5899137QUCgYggCMzW1rb9119/LYqKiqoNDQ11SUhIMPHz85MzGIweW6lJJBKcOXOm+B//+Ifdnj17htJoNMLW1rZ93759FSwWi0hMTCyKioqyXb9+vb25ubnG0NBQu3HjxkoAgDt37jBXr15tTyaTCYIgsIiIiPrAwEBFfHy80dKlSx30TxmGDRvWtmHDhlomk0ls3rz5YWBgII8gCGzcuHEtCxYsaO4ek7e3t6qtrY3E4XDUDg4OGgCAmTNnynJycug+Pj4CgI6nCEeOHCmhUCiPJYt5eXlMOzu7J45nOGPGDK5+++HDh7fGxcWVLVy40J7P54sIgoCxY8fKli9f3vA034Pe0aNH7y9ZssRhx44dVjiOYzNmzGgcOXKkcv/+/eULFy504PF45iQSCb744ouy8ePHt4WHhzcMHz5cCNDxEuvo0aOVBQUFvQ65+e2335bqX2IdO3asrKcyoaGhzbNmzXI5f/78kD179jzyxODQoUMly5cvd1i1ahXJ3t6+/ejRo6V9nc/q1avrS0tLae7u7kKCIDBTU1PNuXPninsqe/78eaNx48a19LTuZYL19ejjZeTt7U2kpaUNdhgIgiAIAqrCJqj/PgcM7NhgsdgNMOrADP2HYVg6QRDeXZdlZGSUSiSS+t62eRGuX7/O2Llz59CEhISSwYzjddPY2EiaP3++4/nz5/sc4Qd5/iZOnOiyc+fOB927cw2WjIwMc4lE4th9OWqBRxAEQZC/oL1cBg2Hc4FqyQTzheIBS95fZqNHj1beuXNHhuM49DUWPNI/pqamOpS8v3gqlQoLCQlpflmS976g3zYEQRAE6SdNTRvUH8oBspEBmL/tBiT63/d/p1FRUf3qnoEgLys6nU6sXLnylbie/z4d9RAEQRDkOcAbVVD3bTZgFBKYL3YHMrvXrr4IgiADAiXwCIIgCPKUtHI11H+bBYRGBxaL3YBiSh/skBAE+RtCCTyCIAiCPAWdCof6Q9mglanBfKEYqENfvnHeEQT5e0AJPIIgCII8AaHRQv33OaCpUYBZhAhoDkaDHdJLobW1FfPx8eHjOA4FBQUGXC5X3L1MVFSUdUJCAnugYykvL6dMmzbN2c7Ozs3FxUUcGBjompmZSQMAyMrKogUFBbna2dm5icVioa+vL+/8+fMsAICKigpKUFCQK5/PF+m3A+gY+33hwoV2XC5XzOPxRG5ubsL8/Pw++0vZ2Ni4V1VVDegLEaGhoY6HDh3qcdKqvyIpKYkdFBTk2tO6wMBA1/r6ejIAAJlM9hIIBCIulyuePHmys37s/MEklUr5ycnJTID/i7W+vp4cHR1toS9TWlpKnTRpknPve3k+3n33XdszZ84M+HWuN+iVjyAIgiAvM0JLQMMP+aAulYHpbB7Qec8td3rl7du3zzwkJKSprxFo9uzZU6kfJ34g4DgOOp0OQkJCXAMCAuQVFRXZxcXFOZ999tnDyspKqkKhwIKDg7nvvPNOXUVFRXZOTk7eF198UX7v3j0aAMD69ettxo4dKysoKMgtLi7O+fzzzx8CAHzzzTem1dXV1Pz8/JzCwsLcxMTEIjMzs55nknqOdDod9DZh1Yt27dq1InNzcy0AAI1G0+Xn5+feu3cvh0qlEjExMRZdy+I43vNOXhB9rA0NDeRvv/3WUr/c0dFRc+HChQEd0QfHcVi7dm3tjh07hg7kcbpCCTyCIAiC9ILQEdB0qhBUeY0w5E0XYEosn7zR38iJEyfMZs+e3dxXma4txjY2Nu6rV6+2FolEQh6PJ7p79y4dAEAmk5HCwsIc3dzchEKhUBQXFzcEAKCgoMDAy8uLLxKJhCKRSHj58mVDgI5WY19fX15wcLATn88XJyUlsSkUCrFu3bo6/XFHjRqlnDRpUuuBAwfMhg8f3jp//vzOyXl8fHxUq1atagAAqK6uptrZ2an163x9fZUAAFVVVVQOh6MhkzuGB3VxcdFYWFhoAQAOHDhgyuPxRFwuV7x8+XKb7ue8fPlym66twGvWrLH+17/+xQEA+Oijjzhubm5CHo8nWr16tbX+PJ2dncULFiywF4vFouLi4qd6M3rt2rVWbm5uQi6XK543b56Dfibb7Oxs2qhRo3h8Pl8kEomEOTk5NJ1OB0uXLrXVP1H4+uuvO+9E5XI5ecKECS4uLi7i8PBwe/0NRG9PFPz8/FqLiopo3b8HHMdh6dKltvrz27lzZ+fMuJs2beLweDwRn88X/eMf/7ABALhx4wZDIpEIeDyeaMKECS51dXVkgI6W9eXLl9u4u7sLHR0d3fSzrra2tmLTpk1z5vF4oqlTpzqrVKrOWYD1sf7zn/+0raiooAkEAtHSpUttuz4ZUigU2KxZsxx5PJ5IKBSKzp49ywYA2Lt3r9nEiRNd/P39uQ4ODm7Lli2z1e/39OnTRsOGDROIRCLh5MmTnfWz6NrY2LivXbvWysvLi3/w4EETHo+nbm5uppSXl7+QIan+vuNeIQiCIEgfCIKAlnMloPi9FowmOABrhPVgh9S7hBV2UJvLfGI5QgegaqEA3RgH7AlteJYiBUz/b68zqapUKqyiooLG5/PVvZXpibm5OZ6bm5sXHR1tER0dzTl+/HjZxo0brYKCgmQnT54sra+vJ3t7ewtDQkJk1tbWeEpKSiGTySSysrJo8+bNc87Ozs4DAMjMzDS8e/dujkAgUG/bts1SIpEoejpeTk4O3dPTs8d1AAArVqyoXbhwofP+/fsVY8aMkS1fvrzB0dFRExER0RgQECAQCARsf39/2cKFCxtGjx6tLC0tpW7ZssUmPT09z8LCAvf39+cdPnx4SERERLN+nwsWLGiMioqy37BhQx0AQGJiosmFCxfunT592qioqIiemZmZRxAEjB8/3vX8+fMsZ2dndWlpKf3rr78ujYuLK+8t1u4++OCD2l27dlUBAEyfPt3p2LFjxuHh4S3h4eFOa9eurY6MjGxWKBSYVqvFYmNjh2RlZTHy8vJyqqqqKFKpVDhx4sRWAICsrCzDu3fvZvN4PHVAQAA3NjbWZNGiRU09HVOj0cDFixeNJk6cKOv+Pezatcvc2NhYm52dnadUKjEfHx9BcHCwLDMzk/7TTz+ZpKen57PZbF1NTQ0ZAGDhwoVOu3fvLp86dWprVFSU9fr1660PHjxYAQCA4ziWlZWVd/z4ceOtW7daT5o0qXDXrl2WDAZDV1hYmHvr1i3G6NGjRd3ji4mJeTBt2jRGfn5+LkDHzZF+3Y4dOywBAAoLC3Pv3r1LnzJlCre4uDgbACA3N5eZkZGRy2AwdK6urm5r166tMTQ0JLZv326VnJxcaGRkpPvwww+HfvLJJxx9ndPpdF16enqBfv/u7u6KX375hbVw4cJmGGCoBR5BEARBeiC/+gBaUx8Ca5Q1sMfaDXY4z4eqhQJNJXRQtTxzA151dTWFzWb3u99EeHh4EwCAVCpVVFRU0AAArl69arR7924rgUAg8vPz47e3t2NFRUUGarUaCw8Pd+TxeKKwsDCX4uLizmF/PDw82gQCQb9uHgAAJkyY4MLlcsUTJ050AQAIDQ2VFRUVZS1atKi+oKCA4eXlJaqsrKS4uLhoioqKsrdu3fqARCLBlClT+ImJiezU1FTDESNGyK2trXEqlQpz5sxpvHbtGqvrMUaPHq1saGiglJaWUn/77TeGsbGxlsvlqi9cuGCUnJxsJBKJRH+2tNPz8/PpAABWVlbqcePGtfXnXM6fP8/28PAQ8Hg80Y0bN9jZ2dmMpqYmUk1NjUFkZGQzAACTySTYbLYuJSWFPXv27EYKhQJ2dna4r69va2pqKhMAwN3dvU0kEqkpFArMnj27MSUlhdX9WO3t7SSBQCByd3cX2draqt9///367t/DlStXjE6cOGEmEAhEnp6ewqamJkpubi798uXLRgsWLKhns9k6AAAOh6NtaGggy+Vy8tSpU1sBAJYsWdJw8+bNzuOGhYU1AQCMGjWq7cGDBwYAAKmpqayIiIgGgI4nJTwer9cbs57cuHGDFRkZ2QAA4OnpqbK2tlZnZWXRAQD8/PxkZmZmWiaTSbi6uqqKi4tpV69eNSwuLqZLpVKBQCAQHTt2zKy8vLzzhiAyMvKRmxwLCwv84cOHL2RcWdQCjyAIgiDdtN6qAtnFUmAOswDjac6AYdiTNxpMfbSUP0KjxCD7tDG4zWwBKoN4lkMaGhrq1Gp1vxsC6XQ6AQBAoVAIHMcxgI6nHfHx8UXdZ8Bcs2aNtaWlpebUqVMlOp0OGAyGl34dk8nU6f/t7u6uTEhI6PHlBLFYrOqakF6+fLk4OTmZuXbt2s67Mg6Ho122bFnjsmXLGoOCglwvXbrEWrhwYTODwSBmz54tmz17tozD4WhOnz49ZPz48U/Vnz84OLgpLi7OpLq6mhoaGtqoP8+oqKiqDz74oL5r2YKCAoOu5/M0FAoF9s9//tPh1q1bua6urpo1a9ZYq1QqEkH0/LX2thwAHru+e7re9X3guy/vGjdBEFhMTEx5aGiorGuZc+fOGfX3d6jLdQJarbZz42f5XeyrDgwMDDpXkslkQqPRYARBgJ+fn+zs2bMlPW2jvyHRU6lUGIPB6Nf3+FehFngEQRAE6UKRVQfNCUVAF5iCSRgPMNJLnrz3B5VBgOf85mdN3gEALCwstFqtFlMoFM9cQUFBQbKYmBiOvg/39evXGQAALS0tZCsrKw2ZTIYvv/zSrLeXO4ODg+VqtRqLiYnp7HN97do15k8//cRasmRJQ1paGuvIkSPG+nVtbW2d+c+ZM2fY+hFVmpqaSGVlZTQnJyd1amoqs7S0lArQMSJNVlYWw8HBQR0QENB269YtdlVVFQXHcTh58qTpmDFjWrvHFBER0Xjq1CnTpKQkkwULFjQBAEyePFl2+PBhc30/6pKSEurDhw97bEydMWOG46+//tprtyiFQkECABg6dCje0tJCOnv2rAkAgKmpqW7o0KHqw4cPDwEAUCqVmFwuJwUGBsrj4+NNcRyHyspKyu3bt1n+/v5tAB1daPLz8w20Wi3Ex8eb+vv7/6WXjidMmNCyf/9+i/b2dgwAIDMzkyaTyUiTJk2SHT582FxfzzU1NWQzMzOtkZGRVt+//dtvvzUbOXLkY/XYlZ+fX2tcXJwpAMCdO3fohYWFj9WPsbGxtuv329v2mZmZtKqqKgMPDw9Vb8cbM2ZMW1paGis7O5sGACCXy0n6kY16UlxcTJdIJMq+zuF5QQk8giAIgvxJda8JGo8VgIG9EZiGCwAjo/9N9iUgIKDl0qVLna3bJSUlNA6H46H/OXjw4FMN2RMdHV2J4zimH6Zw06ZNNgAAUVFRtUePHjWTSCSCwsJCem+tmyQSCc6cOVP8888/G9nZ2bm5urqK//Wvf1nb29trWCwWkZiYWPS///3PwtbW1n3YsGGCbdu2WW3cuLESAODOnTvMYcOGCXk8nkgqlQojIiLqAwMDFdXV1ZSpU6e6crlcsUAgEFMoFNiwYUOtg4ODZvPmzQ8DAwN5QqFQ7OHhoViwYEFz95i8vb1VbW1tJA6Ho3ZwcNAAAMycOVMWFhbW6OPjI+DxeKIZM2a4NDc3k3s6p7y8PKadnZ2m+3IcxzEajaYzNzfXzp8/v04kEoknT57sKpFIOrvfxMXFlfz3v/+15PF4Im9vb0FFRQUlIiKiWSwWK4VCoXjMmDG8jz/++IG9vT0OADBs2LDWf/7zn7Y8Hk9sb2/f3rU/f3+sXr26XiAQqNzd3YVcLle8ZMkSB41Gg82aNUs2efLk5mHDhgkFAoHok08+GQoAcOjQoZL169fb8ng8UWZmJiM6Orqyr/2vXbu2tq2tjczj8UTbt28f6u7u/liXo6FDh2q9vLxauVyueOnSpbZd161bt65Wq9ViPB5PNGfOHJcDBw6UMhi938xaW1vjBw4cKJ07d64zj8cTeXl5CfRdbrprb2/HSktLaQEBAf3qBvVXYX09TngZeXt7E2lpaYMdBoIgCPKaUVfIoe7rTKCYMsBiqQeQGC9PL1MMw9IJgvDuuiwjI6NUIpHU97bNi3D9+nXGzp07hyYkJPTYxQD5axobG0nz5893PH/+/CPDH2q1WvDw8BB+//33Jd7e3r22HCMvXmxs7JD09HTmf/7znz5vQvorIyPDXCKROHZfPqBNCxiGTcIwrADDsCIMwzb0sP4DDMP++PMnG8MwLYZhpgMZE4IgCIJ0p6lVQP2hbCCxDMD8bbeXKnl/mY0ePVo5ZswY2WCPAf66MTU11XVP3ktLS6k8Hk88fPjwNpS8v3xwHMc++uijmhd1vAFrgccwjAwAhQAwAQAeAMAdAJhHEMRjL0D8WT4YAFYTBDG2r/2iFngEQRDkecKbVFC3PwMIggDLZRKgmDEGO6THvKwt8AiCDKzBaIGXAkARQRD3CYJQA8AxAHizj/LzAODoAMaDIAiCII/Qtqqh/tts0Kl1YP62+0uZvCMIgnQ3kAm8DQB0HdbqwZ/LHoNhGBMAJgHAqV7Wv4thWBqGYWl1dXU9FUEQBEGQftGpcKg/lAPalnYwXygCAyvDwQ4JQRDkqQxkAt/TsFK99dcJBoDrBEE09rSSIIj/EQThTRCEt4WFRU9FEARBEOSpERodNMTmgqaqDUznC4HmaPzkjRAEQV4SA5nAPwCArlPX2QJAb2/mzgXUfQZBEAR5AQgtAQ1H86H9fguYzuYBQ4DGTkAQ5NUykAn8HQDgYhjmhGGYAXQk6We6F8IwzBgAAgEgcQBjQRAEQRAgCAKaTt8DVW4DDAl2BuYwy8EO6ZXW2tqK+fj48HEch4KCAgMulyvuXiYqKso6ISGBPdCxlJeXU6ZNm+ZsZ2fn5uLiIg4MDHTVT7qTlZVFCwoKcrWzs3MTi8VCX19f3vnz51kAABUVFZSgoCBXPp8v0m8H0DFk48KFC+24XK6Yx+OJ3NzchPn5+QZ9xWBjY+NeVVWFhjB6CklJSeygoCBXAIAjR44Yb9y4cSgAwOHDh4ekp6d3jrX+Iq4fqVTKT05OZgIAjBo1ildXV9fj2PwvkwG7yAiCwDEMWwkAFwGADAAHCYLIwTBs2Z/rv/qz6AwAuEQQxAsZ+B5BEAT5+2o5XwqK9Bpgj7MH1ugeX8tC+mHfvn3mISEhTRRK7+nEnj17nuu42N3hOA4kEglCQkJcw8PDG5KSku4DANy4cYNRWVlJdXV1VQcHB3M//fTTivnz57cAdMzi+dtvvxlOnjy5df369TZjx46VffTRR7UAALdu3WIAAHzzzTem1dXV1Pz8/BwymQzFxcVUIyOjHieSep50Oh0QBAFk8ovNITUaDVCp1Bd6TL0/v5cWAICEhIQhOI63eHl5qQAG/vrpbt68eQ27du2y2LFjR/WLPG5/Deg48ARBnCMIgkcQhAtBEJ/+ueyrLsk7EATxHUEQcwcyDgRBEASRX6uA1uQHYDjSCozG2w92OK+FEydOmM2ePbu5rzKhoaGOhw4dMgHoaKFevXq1tUgkEvJ4PNHdu3fpAAAymYwUFhbm6ObmJhQKhaK4uLghAAAFBQUGXl5efJFIJBSJRMLLly8bAnS03vr6+vKCg4Od+Hy+OCkpiU2hUIh169Z1jnQxatQo5aRJk1oPHDhgNnz48FZ98g4A4OPjo1q1alUDAEB1dTXVzs5OrV/n6+urBACoqqqicjgcjT6RdnFx0VhYWGgBAA4cOGDK4/FEXC5XvHz58sfuBJcvX24THR3d+dLemjVrrP/1r39xAAA++ugjjpubm5DH44lWr15trT9PZ2dn8YIFC+zFYrGouLi415b+rq3FVVVVFBsbG3cAgL1795pNnDjRxd/fn+vg4OC2bNmyzllImUym55IlS2xFIpFw5MiRvMrKSop+XytXrrTx8fHhb9u2jZOSksL08fHhi8VioZ+fH7esrIwKAJCdnU0bNWoUj8/ni0QikTAnJ4em0+lg6dKltvonFF9//bWJ/ruRSqX8SZMmOTs5OYlDQkKcdLqO+574+HgjJycnsZeXFz8+Pn6IPr69e/eaRUZG2l++fNnwypUrQzZt2mQrEAhEOTk5tK7XT2JiIlsoFIp4PJ4oLCzMUalUYn/lumptbcWmTZvmzOPxRFOnTnVWqVSd723OnTu3+fTp02a91f/LAj3mQRAEQV57bberoeV8KTAkFjAk2AUwrKdxFl5dH13/yK6oqYj5pHI6QgdytZzCNmDjJKzvNjxXE1fFJ6M/qehtvUqlwioqKmh8Pl/dW5memJub47m5uXnR0dEW0dHRnOPHj5dt3LjRKigoSHby5MnS+vp6sre3tzAkJERmbW2Np6SkFDKZTCIrK4s2b9485+zs7DwAgMzMTMO7d+/mCAQC9bZt2ywlEomip+Pl5OTQPT09e1wHALBixYrahQsXOu/fv18xZswY2fLlyxscHR01ERERjQEBAQKBQMD29/eXLVy4sGH06NHK0tJS6pYtW2zS09PzLCwscH9/f97hw4eHRERENOv3uWDBgsaoqCj7DRs21AEAJCYmmly4cOHe6dOnjYqKiuiZmZl5BEHA+PHjXc+fP89ydnZWl5aW0r/++uvSuLi48v7UZ1e5ubnMjIyMXAaDoXN1dXVbu3Ztjaurq0apVJKGDx+u+Prrrx+sXbvWasOGDdaxsbHlAADNzc3kO3fuFLS3t2MjRozg//TTT0XW1tb4119/bbJ27VqbkydPloaHhzutXbu2OjIyslmhUGBarRaLjY0dkpWVxcjLy8upqqqiSKVS4cSJE1sBAPLy8hh//PHHfUdHR42Xl5fg8uXLLH9//7aVK1c6Xr58uUAsFrdPmzbNuXv8EyZMaBs/fnzztGnTWhYtWtTUdZ1CocCWLl3qdOnSpQIPD4/2GTNmOO7cudNi8+bNtQD9u67+/e9/WzAYDF1hYWHurVu3GKNHjxbpj2NhYaFVq9VYdXU1eejQodq/+l0MtAFtgUcQBEGQwabMroemH+8BjWcCpmE8wEivV/LeH3K1nFLRWkGXq+XP3IBXXV1NYbPZ/Z6CNTw8vAkAQCqVKioqKmgAAFevXjXavXu3lUAgEPn5+fHb29uxoqIiA7VajYWHhzv+2eLqUlxc3Nk32sPDo00gEPTr5gEAYMKECS5cLlc8ceJEFwCA0NBQWVFRUdaiRYvqCwoKGF5eXqLKykqKi4uLpqioKHvr1q0PSCQSTJkyhZ+YmMhOTU01HDFihNza2hqnUqkwZ86cxmvXrrG6HmP06NHKhoYGSmlpKfW3335jGBsba7lcrvrChQtGycnJRiKRSPRnSzs9Pz+fDgBgZWWlHjdu3DN1J/bz85OZmZlpmUwm4erqqiouLqYBAJBIJHjnnXcaAQDefvvthtu3b3fGO2/evEYAgMzMTNq9e/cYY8eO5QkEAtHOnTutKisrqU1NTaSamhqDyMjIZgAAJpNJsNlsXUpKCnv27NmNFAoF7OzscF9f39bU1FQmAIC7u3ubi4uLhkwmg1gsVhQXFxv88ccfdFtb23Z3d/d2EokE8+fPb+jPuWVkZNBtbW3bPTw82gEAFi5c2JCamtrZN74/11VqaiorIiKiAaDjiQuPx3vkBs/MzAwvLy/v832HwYZa4BEEQZDXlqqoGRqO5oOBHRvMFggBo7ye7VZ9tZR3pcJV2IXSC8aTHCe10Cn0Z5qK3dDQUKdWq/tdoXR6x3EpFAqB4zgG0PFycXx8fJFEImnvWnbNmjXWlpaWmlOnTpXodDpgMBhe+nVMJrOzP7q7u7syISHBpKfjicViVUpKSmfCevny5eLk5GTm2rVrO0fK43A42mXLljUuW7asMSgoyPXSpUushQsXNjMYDGL27Nmy2bNnyzgcjub06dNDxo8fL3+a8wwODm6Ki4szqa6upoaGhjbqzzMqKqrqgw8+eGQG3YKCAoOu59MXCoVCaLUdDcMKheKRu1EDA4PO75RMJhMajabHu9WuT6DYbLbuz9gwV1dX5R9//JHftWxjY2OP3zFB9H750Gi0rnGA/nt+lidffR0PoH/X1ZNiaW9vx572+xgsr+dfMgRBEORvT/1ADg2xuUAxZ4D5QjGQDF76gSUGHJ1CJ6a7Tm9+1uQdoKOrgVarxbonkX9FUFCQLCYmhqPvK339+nUGAEBLSwvZyspKQyaT4csvvzTTJ67dBQcHy9VqNRYTE2OuX3bt2jXmTz/9xFqyZElDWloa68iRI52D/be1tXXmP2fOnGHL5XISAEBTUxOprKyM5uTkpE5NTWWWlpZSATpGpMnKymI4ODioAwIC2m7dusWuqqqi4DgOJ0+eNB0zZkxr95giIiIaT506ZZqUlGSyYMGCJgCAyZMnyw4fPmze0tJCAgAoKSmhPnz4sMfG1BkzZjj++uuvj3WLsrOza799+7YhAMCRI0d6vGnpTqfTgb4f+XfffWcmlUofuwnx8PBQNTY2Uq5cuWII0JHEpqWl0U1NTXVDhw5VHz58eAgAgFKpxORyOSkwMFAeHx9viuM4VFZWUm7fvs3y9/fv9QnCsGHDVA8ePDDIycmhAQAcO3asx/FbWSyWViaTPZafDhs2TPXw4UOD7OxsGgBAbGysmb+/f583U71dV35+fq1xcXGmAB0vNBcWFnbWs06ng7q6Oiqfz38s6X+ZoAQeQRAEee1oahVQfygbSIYUsFjsBiTm4Iyu8boLCAhouXTpUmfrdklJCY3D4Xjofw4ePPhUCWZ0dHQljuOYQCAQcblc8aZNm2wAAKKiomqPHj1qJpFIBIWFhXQGg9FjqyiJRIIzZ84U//zzz0Z2dnZurq6u4n/961/W9vb2GhaLRSQmJhb973//s7C1tXUfNmyYYNu2bVYbN26sBAC4c+cOc9iwYUIejyeSSqXCiIiI+sDAQEV1dTVl6tSprlwuVywQCMQUCgU2bNhQ6+DgoNm8efPDwMBAnlAoFHt4eCgWLFjQ3D0mb29vVVtbG4nD4agdHBw0AAAzZ86UhYWFNfr4+Ah4PJ5oxowZLs3NzT3eWebl5THt7Ow03Zdv2LCh5ttvv7Xw9PQU1NfXP1VPCgaDocvJyWGIxWJhcnIy+7PPPqvqXoZOpxPHjh0r3rBhgy2fzxeJxWKRvmtQXFxcyX//+19LHo8n8vb2FlRUVFAiIiKaxWKxUigUiseMGcP7+OOPH9jb2/fapYrJZBL79u0rmzZtmquXlxe/64vDXc2fP79x7969Q4VCoUif7Ou3/+qrr0rDwsJceDyeiEQiwdq1a+t62odeb9fV2rVra9va2sg8Hk+0ffv2oe7u7p03HqmpqUxPT8+2wRqR52lhT3ok8bLx9vYm0tLSBjsMBEEQ5CWFN7dD3f4MILQ6sFwmAYo5Y7BDemYYhqUTBOHddVlGRkapRCKp722bF+H69euMnTt3Dk1ISCgZzDheN42NjaT58+c7nj9//v7z2B+TyfRUKBR3n8e+XneLFi2ymz59evObb775VF2lBlpGRoa5RCJx7L4c9YFHEARBXhvaNg3Uf5sFOhUOFks9Xovk/WU2evRo5Z07d2Q4jkNfY8Ej/WNqaqp7Xsk70j9ubm7KlyV57wv6bUMQBEFeC7p2HOoPZQPe1A4Wi93AwJr15I2QZxYVFdWv0USQFw+1vj+9f/7zn4P6VOtpoT7wCIIgyCuPwHXQEJsLmspWMJsvAJqT8ZM3QhAEeUWhBB5BEAR5pRE6AhqP5kN7cQuYzOIBQ/jST6KIIAjyTFACjyAIgryyCIKA5h+LQJnTAMbTnMFwOGewQ0IQBBlwKIFHEARBXlmyi6XQdqca2GPtgO1nM9jhIAiCvBAogUcQBEFeSfLkByC/+gAMfYeC0QSHwQ4HQRDkhUEJPIIgCPLKaUurhpZzJcDwMIchb7o+0xTtyF/X2tqK+fj48HEch4KCAgMulyvuXiYqKso6ISGBPdCxVFRUUIKDg51sbW3dxWKxcNiwYYLY2NghAABJSUlsDMO8du/e3TlT6/Xr1xkYhnlt3ryZAwAQGhrqaGNj4y4QCER8Pl+UmJjYGbNUKuU7Ojq6CQQCkUAgEE2aNMkZACAjI4MmlUr5AoFA5OzsLJ43b54DAIBcLieFhIQ48Xg8EZfLFXt5efH1s6/2hslkeg5AtTxCKpXyk5OTmQAANjY27lVVVY+MRtg9hr1795pFRkbaAwCsWbPG2tLS0kM/KVLXmW0HS1JSEjsoKMgVAODIkSPGGzduHAoAcPjw4SHp6el0fbkXcQ1WVlZS/P39uQN5jK7QMJIIgiDIK0WZUw9Np+4BjTsETGfzASOh5H2w7Nu3zzwkJKSprzHg9+zZUzmQMeA4DiQSCYKDg13Dw8Mbzp49WwIAUFhYaHDy5Mkh+nJcLlcZHx9vsnr16noAgLi4OFM+n6/suq9t27Y9WLRoUdPZs2fZK1eudHjzzTez9etiY2PvBwQEKLqWX7Fihf2qVatq9DOx3r59mwEAsH37dktLS0vNmTNnSgA6En0DA4MBnzlzoMfjX7ZsWc3WrVtrfv/9d/q4ceP4c+fOzSCT/28iWY1GA4M1g+n8+fNbAKAFACAhIWEIjuMtXl5eKoCBvwY1Gg1YW1vjHA5Hc+nSJcOJEye2PXmrZ4MSeARBEOSVoSpuhoaj+WBgywazBSLAKOhBMgBA5cYP7drv3WM+qRyh04FOJqOQjIxwjNR33dG4XIX19k8r+ipz4sQJs2PHjvU54VBoaKjjtGnTWhYtWtRkY2PjPnv27IaLFy8a4ziOHT9+/L6np6dKJpORFi9ebJ+Xl8fQarXYhx9+WLlgwYLmgoICg/DwcCelUkkCAPjPf/5TPmHChLakpCT2J598YmVpaanJzc1l/vvf/y6nUqnEunXr6vTH5fF46g8//LBW/9nGxkYtl8vJFRUVFBsbG/yXX34xHj9+fEtPMY8bN661trb2iZlobW0t1cHBQa3/LJVKlQAAVVVVjyyXSCTt+n9v2bKFc+TIEXMAgIiIiLrNmzfXdt3n1KlTnSMjIxvmzJnToq+/4ODg5gULFjSvWLHC9vr162y1Wo0tWbKk9oMPPqjvXhfFxcU5T4r7WQ0fPlxFJpOhurqaMmPGDBepVNp669Yt1pQpU5rHjx8vX7NmjZ1CoSCZmJjgR44cKXVwcNBkZ2fT3n33XYeGhgYKmUwmTp48eV8oFLYvX77c9pdffjHGMIz44IMPqpYsWdKUlJTE3rp1q7WpqammoKCA4e7urkhISCghkUgQHx9v9MEHH9iZmpri7u7unTdUe/fuNUtLSzOMiIhouHLlypCbN2+yd+zYYXXq1KnizZs3W+mvwcTERPaGDRvstFotSCQSRWxsbBmDwSD6e23u3bvX7Pz588bt7e0khUJBunnzZuH06dObY2NjzV5EAo/+8iEIgiCvBPXDVmiIzQWKKQPMFoqBRCM/eSPkETqZjKKpqKDrZLJnbsBTqVRYRUUFjc/nq59c+v+Ym5vjubm5eW+//XZddHQ0BwBg48aNVkFBQbLs7Oy8lJSUgk2bNtnKZDKStbU1npKSUpibm5t3/Pjx+6tXr7bX7yczM9Nw586dD4uLi3OysrIYHh4eit6P2mH69OlNhw8fNrly5Yqhu7u7gkaj9dgqfurUKePx48c3d10WGRnprO9Cs3TpUlsAgBUrVtRMmTKFFxAQwP34448t6+vryQAA7777bv2+ffuGDhs2TLBq1SrrrKwsGgBASkoK84cffjBLT0/PS0tLy4uNjbW4fv36I9MFz5kzp/H48eMm+jq+fv260axZs1r27NljbmxsrM3Ozs7LyMjI+/777y3y8/MNutdFP76Kv+yXX34xJJFIhJWVFQ4A0NzcTL5z507Bxo0ba1etWmWfmJhYnJOTk/fWW2/Vr1271gYAIDw83GnZsmW1BQUFuWlpafn29vaa2NjYIVlZWYy8vLycn3/+uXDz5s22ZWVlVACAvLw8xn//+9+KoqKinPLyctrly5dZCoUCW7lypeOZM2eK7ty5U9DTTdaECRPaxo8f37xt27YH+fn5uWKxuPPmSaFQYEuXLnU6fvx4cWFhYS6O47Bz504L/fr+XJsAAL///jvr6NGjJTdv3iwEABg9enTb7du3X8gMcqgFHkEQBHnpaeoUUH8wG0gMClgsdgOy4eA8pn9ZPamlXE+nUmGyc+eNjaZMbiHR6c/UpaO6uprCZrPx/m4XHh7eBAAglUoVZ86cMQEAuHr1qtHFixeH7N27dygAQHt7O1ZUVGTg4OCgWbx4sUNubi6DRCJBWVkZTb8fDw+PNoFA0OPNQ0REhP3t27dZVCqVyM7OztMvj4yMbAwNDXXJz89nhIeHN6ampj6SbG3atMn2o48+sm1sbKRcu3Ytr+u6nrrQvP/++w1vvvmmLCEhwejs2bNDvvvuO4vc3NzcUaNGKUtKSrISEhKMLl++bDRq1CjhtWvX8q9evcqaMmVKs5GRkQ4AYOrUqU2//vore/To0Z1deWbNmtWybt06e6VSiZ06dcpYKpXKWSwWceXKFaP8/Hymvs7kcjk5NzeXbmBgQPRVF88Kw7DO6+Srr77inDhxwszQ0FAbGxt7n/TnU5x58+Y1AgBkZmbS7t27xxg7diwPAECn04GFhYWmqamJVFNTYxAZGdkMAMBkMgkAIFJSUtizZ89upFAoYGdnh/v6+rampqYyjY2Nde7u7m0uLi4aAACxWKwoLi42YLPZWltb23Z3d/d2AID58+c3fPPNNxbwlDIyMui2trbtHh4e7QAACxcubPjvf/9rCQC1AP27NgEA/P39ZRwOR6vfv7W1NV5bW2vwV+q5v1ACjyAIgrzU8JZ2qP+2oyuy+WI3IBvTnrAF0hsSnU4MmTmj+Xnsy9DQUKdWq/v9JJ/+540DhUIhcBzHADrG84+Pjy/q2tUEoPPFSc2pU6dKdDodMBgML/06JpOp0//b3d1dmZiYaKL/fPjw4fKqqiqKt7e3sOv+7O3tcSqVSiQnJxsdPHiwvHsCv23btgeRkZFNn376qeXChQudcnJyHknie+Lo6KiJiopqiIqKauByueK0tDSGv7+/wtjYWPfWW281v/XWW82RkZGQmJhoTCaTn3jTxGQyiREjRshPnz5tdPz4cRN9ckwQBBYTE1MeGhoq61o+KSmJ3bUungWNRtOpVCpM/x01NjZSzM3NO2/S9H3gu2/HZrN1+hhdXV2Vf/zxR37X9Y2NjT1eJwTRe3V0fTpCJpNBf608ywvrfR0PoH/XZmpqqmH3elcoFBiNRnsu38WToC40CIIgyEtL26aB+m+zQKfEwfxtN6BaPLGbN/KCWFhYaLVaLaZQKJ75LeKgoCBZTEwMR6fryH303UpaWlrIVlZWGjKZDF9++aWZVqvtcfvg4GB5e3s7tmPHjs7W2NbW1h5znI8//vjhJ5988qC3lz3JZDJs2rSpVqfTYadOnTLqK+74+Hij9vZ2DACgvLyc0tzcTHZwcFBfunTJsK6ujgzQ0Q2msLCQ7ujoqB47dmzruXPnhsjlcpJMJiOdO3fOJCgoSN59v3Pnzm387rvvzO/cucOeOXOmDABgwoQJLfv377fQHy8zM5Om78rR3ciRI3klJSX9fkzl6+sr/+qrr0wBOkYY+vHHH03Gjx//WHy98fDwUDU2NlKuXLliCNDRWp2WlkY3NTXVDR06VH348OEhAABKpRKTy+WkwMBAeXx8vCmO41BZWUm5ffs2y9/fv9f+48OGDVM9ePDAICcnhwYAcOzYMdOeyrFYLG1PdTNs2DDVw4cPDbKzs2kAALGxsWb+/v59nl9v12ZPsrOz6TweT9nb+ucJtcAjCIIgLyVduxbqv8sBvFEFFm+7gYHNC+laivRDQEBAy6VLl1jTp0+XAwCUlJTQOByOh379Z5999lRde6Kjoyvfffdde4FAICIIArO1tW3/9ddfi6KiompDQ0NdEhISTPz8/OQMBqPH1k0SiQRnz54tXrFihd3evXuHmpqa4kwmU7tly5YH3ctOmDDhiS8YkkgkWL9+feWuXbuG6lu8IyMjnel0ug4AwNTUFL9x40bhhQsXjNauXWuvb3X9+OOPH9jb2+NnzpwxXrlypQMAgE6nw8aPH9/y1ltvNZFIJAgPD28YPny4EKDjJdau3Wf0ZsyYIVu2bJnT+PHjm/WtwqtXr64vLS2lubu7CwmCwExNTTXnzp0r7r6tVquFsrIymoWFxRO7N0kkEpG+RTs4OLhx//79FW+//bbDV199xSEIAubOndswefLk1iftR49OpxPHjh0rXrVqlb1cLidrtVps+fLlNd7e3qq4uLiSJUuWOHzyySfWVCqVOHnyZHFERETzjRs3WEKhUIxhGKGvv8zMzB73z2QyiX379pVNmzbN1dTUFPf19W3Ny8t7LKGeP39+4/Llyx2/+uorTnx8fHHX7b/66qvSsLAwF/1LrGvXrq3rvn1XvV2bPZW9fPkye9KkST2+GP28YU96nPCy8fb2JtLS0gY7DARBEGQAEbgO6r/PgfbiZjBbIAKGyGywQxpUGIalEwTh3XVZRkZGqUQiqR+smAA6WiN37tw5NCEhoWQw40D+z507d+gHDhww/+abbx67eUEGlre3N//8+fNFFhYWPT8q+gsyMjLMJRKJY/flqAUeQRAEeakQOgIajxdA+71mMAnj/e2T95fZ6NGjlXfu3JEN9PjjyNPz8fFR+fj4oOT9BausrKS8//77Nc8zee8L+m1DEARBXhoEQUBzYhEos+rBeKoTGHpxBjsk5AmioqIaBjsGBBls1tbWeERERPOLOh56iRVBEAR5acgulUHbrWpgj7EDtr/tYIeDIAjyUkIJPIIgCPJSkKc8BPmvFWAoHQpGbzgMdjgIgiAvLZTAIwiCIIOuLb0GWn66Dww3Mxgy3fWZxnpGEAR53aEEHkEQBBlUytwGaDpVCDTXIWA6VwAYCSXvr4rW1lbMx8eHj+M4FBQUGHC5XHH3MlFRUdYJCQnsgY6loqKCEhwc7GRra+suFouFw4YNE8TGxg4B6JjsCMMwr927d5vry1+/fp2BYZjX5s2bOQAAoaGhjjY2Nu4CgUDE5/NFiYmJnTFLpVK+o6Ojm0AgEAkEAtGkSZOcAQAyMjJoUqmULxAIRM7OzuJ58+Y5AADI5XJSSEiIE4/HE3G5XLGXlxe/paWlz5yLyWR6DkC1PEIqlfKTk5Of22QKe/fuNYuMjLTvaZ2np6cAAKCgoMCATqcPFwgEIhcXF3F4eLh9b+P5v0g2NjbuVVVVFIBHY9WPgw8AkJyczFy4cKHdQMcybdo056ysrH7NUIcSeARBEGTQtN9vgYYf8oFqzQKzCCFgFPS/pVfJvn37zENCQpr6GoFmz549lfpx4gcCjuOg0+kgODjY1d/fv/XBgwdZOTk5eSdOnLhfUVHROa09l8tVxsfHd87WGhcXZ8rn8x8Zg33btm0P8vPzc3ft2lWxatWqR/pxxcbG3s/Pz8/Nz8/PvXDhwn0AgBUrVtivWrWqJj8/P/f+/fs5q1evrgUA2L59u6WlpaWmsLAw9969ezkHDx4sNTAwGPBxu3H8iUO/vzB3797tnI3Vzs6u/c+6yyksLGTExcUN6VpWo9G88Pi60sd679492vHjxzsT+ICAAMV33333VHMZ/FU4jsPy5ctrP/3006H92Q79pUQQBEEGhbqyFeq/zwGKCQ3MF7kBiYYGRnvVnDhxwmz27NnNfZUJDQ11PHTokAlAR6vn6tWrrUUikZDH44nu3r1LBwCQyWSksLAwRzc3N6FQKBTpE7yCggIDLy8vvkgkEopEIuHly5cNATpa1H19fXnBwcFOfD5ffPbsWTaVSiXWrVvXOSkPj8dTf/jhh7X6zzY2Nur29nZSRUUFRafTwS+//GI8bty4HifdGTduXGttbe0TZzKtra2lOjg4qPWfpVKpEgCgqqqKamNj05mVSiSSdgaDQQAAbNmyhcPlcsVcLle8detWy+77nDp1qvPx48eNu9bfd999NwTHcVi6dKmtm5ubkMfjiXbu3GneU108KWa9+fPn27u5uQldXV3Fq1evttYvv3btGtPT01PA5/NF7u7uwqamJpJCocBmzZrlyOPxREKhUHT27NnOpxMPHz6k+vv7cx0dHd3++c9/WumX9/REgUqlglQqbb137x5t7969ZpMnT3YeO3asq7+/P6+3awDHcXj33XdteTyeiMfjiT799FNLAIDExES2UCgU8Xg8UVhYmKNSqcQAer/GqquryaNHj+YKhUJReHi4Q9d5kPSxfvjhhzZpaWksgUAg+vjjjy2TkpLYQUFBrgAANTU15PHjx7vweDyRRCIR3Lp1iwEAsGbNGuuwsDBHqVTKt7W1dd+2bVvnd/rll1+auru7CwUCgSg8PNxBf4PFZDI9o6KirD08PAQ///wza9KkSa0pKSlG/bmRGdC/lhiGTQKA/wAAGQC+IQgiuocyYwBgDwBQAaCeIIjAgYwJQRAEGXyaeiXUH8wGEp0C5ovdgWzY71nfkS5+js2za3zY+sSuEQRBQLsCp9CYFPxJ7xmY2rAU4yKFvbY+qlQqrKKigsbn89W9lemJubk5npubmxcdHW0RHR3NOX78eNnGjRutgoKCZCdPniytr68ne3t7C0NCQmTW1tZ4SkpKIZPJJLKysmjz5s1zzs7OzgMAyMzMNLx7926OQCBQb9u2zdLDw0PxpGNPnz696fDhwybe3t4Kd3d3BY1G67FV/NSpU8bjx49v7rqs60ysgYGBsgMHDjxYsWJFzZQpU3ienp5t48aNa1mxYkWDubm59t13362fNm0aLzEx0SQgIEC2ZMmSBnd39/aUlBTmDz/8YJaenp5HEAR4eXkJx40bJ+86G+ucOXMajx8/bjJnzpwWlUqFXb9+3ej7778v27Nnj7mxsbE2Ozs7T6lUYj4+PoLg4GBZ97p42u/h3//+90MOh6PFcRxGjRrFv3XrFkMikajmz5/vcuTIkeLAwEBFY2MjicVi6bZt28YBACgsLMy9e/cufcqUKdzi4uJs/bGzsrJyWCyWztPTU/Tmm2+2BAQE9PhdyOVyUnJystHmzZsfVldXU3///XdWZmZmDofD0a5cudKmp2tg//79ZmVlZbScnJxcKpUKNTU1ZIVCgS1dutTp0qVLBR4eHu0zZsxw3Llzp8XmzZtrAXq+xjZs2GA9cuTI1l27dlUdO3bM+OjRo+bd4/v0008fxsTEcPQzrSYlJXXeqKxbt85aIpEorly5UnzmzBn2W2+95ZSfn58LAFBUVES/ceNGQXNzM1koFLp98MEHdTk5ObT4+HjTtLS0fBqNRixYsMD+q6++Mlu5cmWDUqkkubm5Kffs2VOp37+Dg4Pq5s2bTH9//ydexwAD2AKPYRgZAP4LAJMBQAQA8zAME3UrMwQAvgSAEIIgxAAQNlDxIAiCIC8HbUs71H+TBUAQYL7YDShD+tX1E3kG7QqcIqtX0dsV+DM34FVXV1PYbHa/+2yEh4c3AQBIpVJFRUUFDQDg6tWrRrt377YSCAQiPz8/fnt7O1ZUVGSgVqux8PBwxz9bWV2Ki4vp+v14eHi09ZawRkRE2PP5fJGbm5uw6/LIyMjGH3/80TQuLs4sPDy8sft2mzZtsrW1tXVfunSp0+bNm6u6ruvahebAgQMPAADef//9hqysrJyZM2c2Jicns318fARKpRIbNWqUsqSkJGv16tXVjY2NlFGjRgl///13+tWrV1lTpkxpNjIy0hkbG+umTp3a9Ouvvz7yfsCsWbNabty4YaRUKrH4+HhjqVQqZ7FYxJUrV4xOnDhhJhAIRJ6ensKmpiZKbm4u/Ul10Zvvv//e9M8nG6J79+7RMzIy6JmZmXRLS0tNYGCgAgDA1NRUR6VS4caNG6zIyMgGAABPT0+VtbW1Oisriw4A4OfnJxs6dKiWxWIRU6dObbp69Sqr+7EqKipoAoFAJJVKBRMnTmyZPXu2DADA399fxuFwtAC9XwO//PKL0bJly+qo1I6bfA6Ho83IyKDb2tq2e3h4tAMALFy4sCE1NbWzHnu6xm7evMl+++23GwAA5s6d22JkZNSvjvi3b99mL168uAEAICQkRN7c3ExpaGggAwBMnDixmcFgEFZWVripqanmwYMHlAsXLrCzs7OZEolEKBAIRKmpqUb379+nAQCQyWRYuHBhU9f9m5ub4xUVFU/dkjGQLfBSACgiCOI+AACGYccA4E0AyO1SJhwAThMEUQ4AQBBE7WN7QRAEQV4bOoUG6g5mg06Bg8W77kC1fG7v0/2t9dVS3hWu1mL30mqNud6WLRQD8jP1yTY0NNSp1ep+NwTS6XQCAIBCoRA4jmMAHU8G4uPjiyQSSXvXsmvWrLG2tLTUnDp1qkSn0wGDwfDSr2MymTr9v93d3ZWJiYmd/dsPHz5cXlVVRfH29n4kgbe3t8epVCqRnJxsdPDgwfLU1NRHks1t27Y9iIyMbPr0008tFy5c6JSTk5P3pPNxdHTUREVFNURFRTVwuVxxWloaw9/fX2FsbKx76623mt96663myMhISExMNCaTn1znTCaTGDFihPz06dNGx48fN5k3b17jn3WExcTElIeGhsq6lk9KSmJ3rYunkZ+fb/DFF19w0tPT8ywsLLShoaGOKpWKRBAEYBj2WIxdu5t01/1JTk9PdvR94Lsv7xp3b9dATzH1FQ9Az9cYAACJ9NfbrXs6pj6urk9yyGQy4DiOEQSBhYWFNfz3v/992H07AwMDXff3Rtrb20n9+R4Hsg+8DQB0/YPy4M9lXfEAwATDsKsYhqVjGBY5gPEgCIIgg0in1kL9dzmA1yvBLFIEBrYDPjAJ0g3FgEwIR1k1P2vyDgBgYWGh1Wq1mEKheOZhg4KCgmQxMTEcna4jf7l+/ToDAKClpYVsZWWlIZPJ8OWXX5r1NnpJcHCwvL29HduxY4eFfllra2uPOc7HH3/88JNPPnnQ24u3ZDIZNm3aVKvT6bBTp04Z9RV3fHy8UXt7OwYAUF5eTmlubiY7ODioL126ZFhXV0cG6OhqVFhYSHd0dFSPHTu29dy5c0PkcjlJJpORzp07ZxIUFPTYC75z585t/O6778zv3LnDnjlzpgwAYMKECS379++30B8vMzOTJpPJejzHkSNH8kpKSnptzW1qaiIzGAydqamptqKignL16lVjAACJRKKqqakxuHbtGvPPciSNRgN+fn6tcXFxpvrjVlVVGXh4eKgAAFJTU41qamrIra2t2Llz54YEBga29lVnventGhg/frzsq6++stD3D6+pqSEPGzZM9fDhQ4Ps7GwaAEBsbKyZv79/ny9KjxgxQn7w4EEzAIATJ04YyWQycvcyxsbG2tbW1seW67c/dOiQGUDHTZOJiQluamraa8I9adIkWVJSksnDhw8p+rgLCwsNeitfUlJC8/T0VPV1Dl0NZAt8T7/Q3f9gUADACwDGAQADAH7DMOwmQRCFj+wIw94FgHcBAOztexytCEEQBHmJEbgOGuLyQF0hB7P5QqC7DhnskJDnICAgoOXSpUss/SgzJSUlNA6H46Ff/9lnnz3Vk4Ho6OjKd999114gEIgIgsBsbW3bf/3116KoqKja0NBQl4SEBBM/Pz85g8HoMWEikUhw9uzZ4hUrVtjt3bt3qKmpKc5kMrVbtmx50L3shAkT2p4UD4lEgvXr11fu2rVrqL7Fu2sfeFNTU/zGjRuFFy5cMFq7dq09jUbTAQB8/PHHD+zt7fEzZ84Yr1y50gEAQKfTYePHj2956623mkgkEoSHhzcMHz5cCAAQERFR17X/u96MGTNky5Ytcxo/fnyzvjV59erV9aWlpTR3d3chQRCYqamp5ty5c8Xdt9VqtVBWVkazsLB4rHuTVqsFOp1OSKVSpZubm4LL5Yrt7e3bvby8WgE6Wq6PHDlSvGrVKnuVSkWi0+m65OTkwnXr1tVGREQ48Hg8EZlMhgMHDpTqX8r19vZunTNnjlNpaSk9NDS0obf+70/S2zWwevXqusLCQppAIBBTKBTirbfeqtu4cWPdV199VRoWFuai1WpBIpEo1q5dW/ek/YeGhjqLRCLhyJEjW62srB7rciSVSpUUCoXg8/mi8PDwei8vr87vZseOHZX67lwMBkP33XfflfR1PC8vL9WmTZsejhs3jqfT6YBKpRJ79+4t5/F4jx23oqKCQqPRCAcHh6d+ixV70mOIvwrDsJEAsIUgiDf+/Pz/AAAIgvisS5kNAEAnCGLLn5+/BYALBEGc7G2/3t7eRFpa2oDEjCAIgjx/hI6AxmP5oMysB5NQLhj69Gu0NAQAMAxLJwjCu+uyjIyMUolEUj9YMQF0tJLu3LlzaEJCQp/JDPLi3Llzh37gwAHzb7755pGbF6VSiTk5Obnn5OTkmJmZDf5A7Einjz/+2NLIyEi3evXqx36fMzIyzCUSiWP35QPZheYOAHAxDHPCMMwAAOYCwJluZRIBwB/DMAqGYUwA8AWAJ/Y3QxAEQV4NBEFA85liUGbWg/FkJ5S8v2ZGjx6tHDNmjOxlGn/8787Hx0fVPXlPTk5misVi0aJFi2pR8v7yGTJkiHblypX9uhkfsC40BEHgGIatBICL0DGM5EGCIHIwDFv25/qvCILIwzDsAgBkAoAOOoaazB6omBAEQZAXS3alHNpuVgEr0BbYgbaDHQ4yAKKiohoGOwakbwEBAYr79+/nDHYcSM/ef//9fv8ODeg48ARBnAOAc92WfdXt804A2DmQcSAIgiAvnvz6Q5D/XA5Mbw4YT3Ic7HAQBEFeG2gmVgRBEOS5U9ythZaz94EuNgOTGdweh5ZDEARB/hqUwCMIgiDPlTK/ERpPFgLN2RjM5goAI6PkHUEQ5HlCCTyCIAjy3LSXtkBDXB5QrQzBLFIEGBX9bwZBEOR5Q39ZEQRBkOdCXdkK9d/lAGUIDcwXiYFEH9DXrJCXQGtrK+bj48PHcRwKCgoMuFyuuHuZqKgo64SEhAGftauiooISHBzsZGtr6y4Wi4XDhg0TxMbGDgHomHgHwzCv3bt3m+vLX79+nYFhmNfmzZs5AAChoaGONjY27gKBQMTn80WJiYmdMUulUr6jo6ObQCAQCQQC0aRJk5wBADIyMmhSqZQvEAhEzs7O4nnz5jkAAMjlclJISIgTj8cTcblcsZeXF7+lpaXPnIvJZHoOQLW8lvbu3WsWGRlpDwDw+eefW3zxxRdm+uWlpaWdE1jNmTPHIT09nT6QsdjY2LhXVVVRVCoV5u3tzddPODXQ0F9XBEEQ5JnhDUqoP5gNJBoZzN9xAzKr1wkHkdfIvn37zENCQpp6m9UUAGDPnj2VAxkDjuNAIpEgODjYNTw8vOHs2bMlAACFhYUGJ0+eHKIvx+VylfHx8Sb6sbbj4uJM+Xz+I5Mobdu27cGiRYuazp49y165cqXDm2++2TkyXmxs7P3ukxStWLHCftWqVTULFixoBgC4ffs2AwBg+/btlpaWlpozZ86UAHQk+gYGBgMz8U4XOI5DX9/F63ZcAIB169Z1TuAUFxdnPmzYMKWjo6MGAOD48eNlLyoOOp1OBAYGyr755hvT5cuXNw708VALPIIgCPJMtDI11H2bDaAjwHyxO1CGDGiDF/ISOXHihNns2bOb+yoTGhrqeOjQIROAjtbK1atXW4tEIiGPxxPdvXuXDgAgk8lIYWFhjm5ubkKhUCiKi4sbAgBQUFBg4OXlxReJREKRSCS8fPmyIUBHi7qvry8vODjYic/ni8+ePcumUqlE12SOx+OpP/zww1r9ZxsbG3V7ezupoqKCotPp4JdffjEeN25cS08xjxs3rrW2tpba07quamtrqQ4ODp0za0qlUiUAQFVVFdXGxqazKVYikbTrZy7dsmULh8vlirlcrnjr1q2W3fc5depU5+PHjxt3rb/vvvtuCI7jsHTpUls3Nzchj8cT7dy507ynuugrXn1rMUDH2PBSqZQPALBmzRrrsLAwR6lUyre1tXXftm2bJUBH/Ts5OYlnzpzpyOPxRJMmTXKWy+Uk/b7Wrl1r5eXlxT948KDJ6dOnjYYNGyYQiUTCyZMnO+ufOFy7do3p6ekp4PP5Ind3d2FTUxNJoVBgs2bNcuTxeCKhUCg6e/YsG6CjBX3ixIku/v7+XAcHB7dly5Z1jj37n//8x8zR0dHNx8eHf+PGDZZ++Zo1a6w3b97MOXTokEl2djYzMjLSWSAQiFpbWzGpVMpPTk5mAgAcOHDAVP9EZPny5Tb67ZlMpud7771nw+fzRRKJRFBRUUEBAKisrKS88cYbLm5ubkI3NzfhpUuXDAEAqquryaNHj+YKhUJReHi4Q9cJUWfNmtV87Ngx076+g+cFtcAjCIIgf5lOoYH6g1mga1WDxRIPoFoyBzukv6WL+/fY1VeUPbHyCZ0OVIo2Cp1piGOkvtvwzO0cFG8sj6robb1KpcIqKipofD7/sanh+9yvuTmem5ubFx0dbREdHc05fvx42caNG62CgoJkJ0+eLK2vryd7e3sLQ0JCZNbW1nhKSkohk8kksrKyaPPmzXPOzs7OAwDIzMw0vHv3bo5AIFBv27bN0sPDQ/GkY0+fPr3p8OHDJt7e3gp3d3cFjUbrsVX81KlTxuPHj2/uuiwyMtKZTqfrAAACAwNlBw4ceLBixYqaKVOm8Dw9PdvGjRvXsmLFigZzc3Ptu+++Wz9t2jReYmKiSUBAgGzJkiUN7u7u7SkpKcwffvjBLD09PY8gCPDy8hKOGzdOPnr06M4nAXPmzGk8fvy4yZw5c1pUKhV2/fp1o++//75sz5495sbGxtrs7Ow8pVKJ+fj4CIKDg2Xd66I/30VXRUVF9Bs3bhQ0NzeThUKh2wcffFAHAFBaWko/cOBA6cSJE9vCwsIcd+7cabF169YaAAA6na5LT08vqKqqogQHB7skJycXGhkZ6T788MOhn3zyCWfbtm3V8+fPdzly5EhxYGCgorGxkcRisXTbtm3jAAAUFhbm3r17lz5lyhRucXFxNgBAbm4uMyMjI5fBYOhcXV3d1q5dW0OlUiE6Oto6PT09z9TUVDtq1Ci+m5vbI9/3okWLmvbv32+5a9euiu5PSkpLS6lbtmyxSU9Pz7OwsMD9/f15hw8fHhIREdGsVCpJI0eObN23b9/DZcuW2e7bt8/i888/r1q6dKndmjVrat54443We/fuGbzxxhvc+/fv52zYsMF65MiRrbt27ao6duyY8dGjRzu7Zfn4+CgzMzMN/+p30B8ogUcQBEH+Ep1aC/Xf54KmTgnmC8VgYDfg3ZyRZ6RStFFaaqrpwBmqYrDYzzR9anV1NYXN7v8+wsPDmwAApFKp4syZMyYAAFevXjW6ePHikL179w4FAGhvb8eKiooMHBwcNIsXL3bIzc1lkEgkKCsro+n34+Hh0dZbwhoREWF/+/ZtFpVKJfQJPwBAZGRkY2hoqEt+fj4jPDy8MTU1ldV1u02bNtl+9NFHto2NjZRr1649MjN8T11o3n///YY333xTlpCQYHT27Nkh3333nUVubm7uqFGjlCUlJVkJCQlGly9fNho1apTw2rVr+VevXmVNmTKl2cjISAcAMHXq1KZff/2V3TWBnzVrVsu6devslUoldurUKWOpVCpnsVjElStXjPLz85n6OpPL5eTc3Fy6gYEB0VddPK2JEyc2MxgMgsFg4KamppoHDx5QAACGDh2qnjhxYtuf9dqwd+9eSwCo+bM+mwAArl69alhcXEyXSqUCAACNRoN5eXm1ZmZm0i0tLTWBgYEKAABTU1MdAMCNGzdY7733Xi0AgKenp8ra2lqdlZVFBwDw8/OT6WeLdXV1VRUXF9Nqa2spI0aMkFtbW+MAADNnzmwsLCx86kd9qamphl23nzNnTuO1a9dYERERzVQqlZg7d24LAICXl1fblStXjAAArl+/bnTv3j2Gfh+tra3kpqYm0s2bN9mnT58uAgCYO3duy9KlSztntqVQKEClUommpiaSiYmJrt9fQj+gBB5BEATpN0Krg8YjeaAul4FpuBDoXJPBDulvra+W8q5wdTuWfyPFWDDKv4Vi0HPr89MyNDTUqdXqfnfFpdPpBAAAhUIhcBzHAAAIgoD4+PgiiUTS3rXsmjVrrC0tLTWnTp0q0el0wGAwvPTrmExmZ4Lk7u6uTExM7LwIDx8+XF5VVUXx9vYWdt2fvb09TqVSieTkZKODBw+Wd0/gt23b9iAyMrLp008/tVy4cKFTTk7OI0l8TxwdHTVRUVENUVFRDVwuV5yWlsbw9/dXGBsb6956663mt956qzkyMhISExONyWTyE+ucyWQSI0aMkJ8+fdro+PHjJvPmzWv8s46wmJiY8tDQUFnX8klJSeyuddEXMplM6HQdRZVK5SPfXdenEWQyGfTfTfc5HLp+ZrPZuj9jAz8/P5n+/QO9W7duMTAMe+ycu3Y76a7ruwJkMpnQaDQ9xtEffR2PQqEQpD+fRlEoFOh6TaalpeWxWKzHNib18fRKo9FgTCZzwN93QH3gEQRBkH4hdAQ0niwEVUETDJnhCkx38ydvhLwUKAY0wm3M+OZnTd4BACwsLLRarRZTKBTPPNB/UFCQLCYmhqNPLq9fv84AAGhpaSFbWVlpyGQyfPnll2ZarbbH7YODg+Xt7e3Yjh07LPTLWltbe8xxPv7444effPLJg95euiSTybBp06ZanU6HnTp1yqivuOPj443a29sxAIDy8nJKc3Mz2cHBQX3p0iXDuro6MkBHV6PCwkK6o6OjeuzYsa3nzp0bIpfLSTKZjHTu3DmToKAgeff9zp07t/G7774zv3PnDnvmzJkyAIAJEya07N+/30J/vMzMTJpMJuvxHEeOHMkrKSl5rA+/ra2t+vr160wAgBMnTjzVXXdVVZXBlStXDAEAfvjhB9NRo0a1di8zZsyYtrS0NFZ2djYNoGMUnszMTJpEIlHV1NQYXLt2jQkA0NTURNJoNODn59caFxdnqj+PqqoqAw8PD1VvMQQEBLTdvHmTXV1dTW5vb8d+/PHHHmNnsVjalpYWck/b37p1i11VVUXBcRxOnjxpOmbMmMfOoys/Pz/Zjh07Ot9RuHHjBgMAYMSIEfKDBw+aAQCcOHHCSCaTdR6vurqabGJigvfWNet5Qgk8giAI8tQIgoDms8Wg/KMOjCY5AktqNdghIYMoICCg5dKlS52t2CUlJTQOh+Oh/zl48OBTJYnR0dGVOI5jAoFAxOVyxZs2bbIBAIiKiqo9evSomUQiERQWFtIZDEaPLc0kEgnOnj1bnJKSwraxsXF3d3cXLliwwHHLli0PupedMGFCW0RERHNf8ZBIJFi/fn3lrl27huqX6V+OFAgEolGjRvEAAC5cuGDE5/PFfD5fNGHCBN7HH3/8wN7eHi8sLKSPHj2az+PxRG5ubqJhw4Yp3nrrrSY/Pz9FeHh4w/Dhw4VeXl7CiIiIuq7dZ/RmzJghu3PnDtvPz0+mf2KxevXqeoFAoHJ3dxdyuVzxkiVLHPSt011ptVooKyujWVhYPNa9afPmzZXr1q2z9/Ly4j/N0wAAAGdnZ9XBgwfNeDyeqKmpibJ27dq67mWsra3xAwcOlM6dO9eZx+OJvLy8BFlZWXQ6nU4cOXKkeNWqVfZ8Pl80ZswYnkKhIK1bt65Wq9ViPB5PNGfOHJcDBw6U6l/y7YmDg4Nm/fr1lSNGjBD6+fnxenvfITIysv69995z0L/E2nX7zZs3PwwMDOQJhUKxh4eHQj9yUG/+97//Vfz++++GPB5P5OLiIv7iiy8sADqu1evXr7NEIpHw4sWLxlZWVp1dl86fP2/U24vRzxvW12OFl5G3tzeRlpY22GEgCIL8LcmulIHsSjmw/G3AeIrTMz3WRp4ehmHpBEF4d12WkZFRKpFI6gcrJoCOlvKdO3cOTUhIKHlyaeRFuHPnDv3AgQPm33zzzWM3L/1VUFBgMG3aNO69e/dynkdsr7uJEye67Ny580H3rmDPIiMjw1wikTh2X476wCMIgiBPpfW3SpBdKQemFwcl7wgAAIwePVp5584d2WCOA448ysfHR+Xj4/PMyTvSPyqVCgsJCWl+nsl7X9BvG4IgCPJEij9qoflMMdCFpmAyk4uSd6RTVFRUw2DHgAwMPp+vRq3vT4dOpxMrV658Yb8LqA88giAI0idVQSM0nigEA0djMAsXAEZGyTuCIMhgQgk8giAI0qv2Mhk0xOUBdSgTzN8SAUZ9bIAHBEEQ5AVDCTyCIAjSI011G9QfygGyMQ3M33YDEh31ukQQBHkZoAQeQRAEeQzeoIS6b7MBMyCB+dtuQGYZDHZICIIgyJ9QAo8gCII8QitXQ93BbCBwHVgsdgOK6VPPWI78zbS2tmI+Pj58HMehoKDAgMvliruXiYqKsk5ISGAPdCxMJtOz6+ee4lmzZo315s2bOQAAP//8s6GHh4dAIBCInJ2dxWvWrLHua/979+41i4yMtH/+kb+epFIpPzk5mQkAEBgY6FpfX0+ur68nR0dHd062VVpaSp00aZLzQMaRlJTEDgoKcgUAOHr0qPHq1av7/J5fFSiBRxAEQTrplDjUH8wGnUwN5ovEQOUYDnZIyEts37595iEhIU19DSG5Z8+eyunTpz822+jzguOPzVf0VBYvXux04MCBsvz8/NzCwsKc+fPnNz7n0Hqk0WhexGEe8Vfr6Hm5du1akbm5ubahoYH87bffds5u6ujoqLlw4cL9FxXHnDlzWi5cuDBELpe/8vnvK38CCIIgyPNBaAmo+z4HNDVtYBouAJp9n7PIIwicOHHCbPbs2c19lQkNDXU8dOiQCQCAjY2N++rVq61FIpGQx+OJ7t69SwcAkMlkpLCwMEc3NzehUCgUxcXFDQHoaEX38vLii0QioUgkEl6+fNkQoKNV1dfXlxccHOzE5/Mfa/V/Go2NjRR7e3sNAACFQgEvLy8VAEBNTQ15/PjxLjweTySRSAS3bt1idN2uoaGBbGNj467VagEAQC6Xk4YOHerR3t6O5eTk0Pz9/blisVjo5eXF159faGio4zvvvGPr6+vL+8c//mHbW0xdW4sBACIjI+337t1r1lfdrVmzxnr69OlOI0aM4Dk4OLjFxMSY91RHOI7D0qVLbd3c3IQ8Hk+0c+dOc/1xNm3axOHxeCI+ny/6xz/+YQMAcOPGDYZEIhHweDzRhAkTXOrq6sgAHS3ry5cvt3F3dxc6Ojq6XbhwgQXQ8TRm2rRpzjweTzR16lRnlUrVOVyVjY2Ne1VVFeWf//ynbUVFBU0gEIiWLl1q2/UpiUKhwGbNmuXI4/FEQqFQdPbsWTZAx5OPiRMnuvj7+3MdHBzcli1b1ll/p0+fNho2bJhAJBIJJ0+e7NzS0kICAIiPjzdycnISe3l58ePj44foy5NIJBg1apT8+PHjxk97nbys0BtJCIIgCAAAyJMrQFMqAwAAAn+1Zun+u2uML7TTVLcxn1SOIAgglDgFY1DwJ43lTx1qqDCdxavobb1KpcIqKipofD5f3VuZnpibm+O5ubl50dHRFtHR0Zzjx4+Xbdy40SooKEh28uTJ0vr6erK3t7cwJCREZm1tjaekpBQymUwiKyuLNm/ePOfs7Ow8AIDMzEzDu3fv5ggEgn4dX+/dd9+tEQqFbr6+vvKJEye2rFixooHJZBLr1q2zlkgkiitXrhSfOXOG/dZbbznl5+fn6rczMzPTCgQCxblz59jBwcHyY8eOGQcGBrbQaDTinXfecfjf//5X5u7u3v7LL78YLl++3P7mzZuFAADFxcX069evFz7LhFc91R0AQF5eHiM9PT1PLpeTPT09RaGhoS3d62jXrl3mxsbG2uzs7DylUon5+PgIgoODZZmZmfSffvrJJD09PZ/NZutqamrIAAALFy502r17d/nUqVNbo6KirNevX2998ODBCgAAHMexrKysvOPHjxtv3brVetKkSYW7du2yZDAYusLCwtxbt24xRo8eLeoef0xMzINp06Yx9PVZUFDQ+XLNjh07LAEACgsLc+/evUufMmUKt7i4OBsAIDc3l5mRkZHLYDB0rq6ubmvXrq0xNDQktm/fbpWcnFxoZGSk+/DDD4d+8sknnK1bt1avXLnS8fLlywVisbh92rRpj3TR8fb2bktJSWG98847TX/5i3gJoBZ4BEEQBNQPW0F2uRzobmZgOl8ADKHpYIeEDABCiVO0je10Qok/cwNedXU1hc1m97tvRnh4eBMAgFQqVVRUVNAAAK5evWq0e/duK4FAIPLz8+O3t7djRUVFBmq1GgsPD3fk8XiisLAwl+Li4s4XMjw8PNr6St57u0HRL9+1a1fVb7/9ljd+/HjZiRMnzMaMGcMDALh9+zZ78eLFDQAAISEh8ubmZkpDQ8Mj46eGhYU1HT161AQA4MSJE6Zz585tamlpId29e5cVFhbmIhAIRP/4xz8camtrqfptZs6c2WdXo6fRU90BAEyePLmZxWIRVlZW+MiRI2UpKSmGAI/W0ZUrV4xOnDhhJhAIRJ6ensKmpiZKbm4u/fLly0YLFiyoZ7PZOgAADoejbWhoIMvlcvLUqVNbAQCWLFnScPPmTVbX8wcAGDVqVNuDBw8MAABSU1NZERERDQAAvr6+Sh6Pp+jPud24cYMVGRnZAADg6empsra2VmdlZdEBAPz8/GRmZmZaJpNJuLq6qoqLi2lXr141LC4upkulUoFAIBAdO3bMrLy83OCPP/6g29ratru7u7eTSCSYP3/+I5MrDR06FK+urn7l38pHLfAIgiB/c4RGB43HC4BkSAXTmVwgMalP3gh5qfTVUt4VodFiiox6Y6bEvAWjkp/pMYuhoaFOrVb3uyGQTqcTAAAUCoXAcRwD6HgyEB8fX9R9Gvo1a9ZYW1paak6dOlWi0+mAwWB46dcxmUxdX8fhcDh4S0vLI4l3Y2Mj2cnJqfMYYrG4XSwW161Zs6bOzMxsWHV1NZkgHq8WDMMeWThv3rzmrVu32tTU1JCzs7OZwcHBMplMRmKz2XjX1vquWCxWn/ECAFCpVEKn+79i7e3tj9yF9FR3f8bXPV4AeLSOCILAYmJiykNDQ2Vdy547d86ovzMrd4kDtFptr3H0R0/1rmdgYNC5kkwmExqNBiMIAvz8/GRnz54t6Vr2xo0bjL7iUCqVGJ1Of+J38bJDLfAIgiB/cy0XSwGvVYDpLJS8v+4wKpkw9OY0P2vyDgBgYWGh1Wq1mEKheOapeYOCgmQxMTEcffJ6/fp1BgBAS0sL2crKSkMmk+HLL7800/c7fxrGxsY6S0tLTWJiIhugo2/71atXjceOHdsKAHDs2DFj/fGysrLoZDKZMDc3144YMUJ+6NAhM4COfuQmJia4qamprvu+JRJJ29KlS+3HjRvXQqFQwNTUVGdra6s+ePCgCQCATqeD33777ZH+83q//vorc8aMGY7dl7u4uLQXFRUxlEol1tDQQE5NTX2qF1HOnz8/RKFQYNXV1eSbN2+y/fz82rqXmTBhQsv+/fst9DcFmZmZNJlMRpo0aZLs8OHD5voXO2tqashmZmZaIyMjrb5/+7fffms2cuTI1r5i8PPza42LizMFALhz5w69sLDwsS5dxsbG2ra2th5zz67bZ2Zm0qqqqgw8PDxUvR1vzJgxbWlpaazs7GwaQMe7CJmZmbRhw4apHjx4YJCTk0MDADh27NgjjxMLCgroYrFY2de5vApQAo8gCPI3pipuhtbrD8FwhBXQ+ajbDNI/AQEBLZcuXersWlFSUkLjcDge+h99Mvsk0dHRlTiOYwKBQMTlcsWbNm2yAQCIioqqPXr0qJlEIhEUFhbSGQxGry2nKpWK1PXYW7Zs4Xz//fcl27dvtxIIBKLAwED++vXrK8VicTsAQFxcnJmzs7ObQCAQRUZGOn3zzTclFAoFduzYUfn7778zeTye6MMPP7T57rvvSno63uzZs5sSExNN582b1zl6zdGjR+8fOnTInM/ni7hcrvjUqVNDetq2tLSUxmAwHruJcnV11QQHBzcJhULxrFmznMRi8VN1Q/H09GwbN24c19fXV7h27doqR0fHx4a6Wb16db1AIFC5u7sLuVyueMmSJQ4ajQabNWuWbPLkyc3Dhg0TCgQC0SeffDIUAODQoUMl69evt+XxeKLMzExGdHR0ZV8xrF27tratrY3M4/FE27dvH+ru7v7YTcTQoUO1Xl5erVwuV7x06dJHXuZdt25drVarxXg8nmjOnDkuBw4cKO2pjvSsra3xAwcOlM6dO9eZx+OJvLy8BFlZWXQmk0ns27evbNq0aa5eXl58Ozu7R7pZJScns6dPn97ypDp92WF9PbJ4GXl7exNpaWmDHQaCIMgrT6fCoWbP74CRMbB8fziQDMhP3ggZFBiGpRME4d11WUZGRqlEIqkfrJgAOlrKd+7cOTQhIaHHJBfp2dKlS23ffvvtBl9f32duCV6zZo01i8XSbt26teZ5xPY6q6iooMyePdv5t99+KxzsWJ5WRkaGuUQicey+HPWBRxAE+ZtqPnsftC3tYLFcgpJ35C8ZPXq08s6dOzIcx+FZX9D8Ozlw4MCDwY7h7+j+/fsGMTExT/W+yMsO/bYhCIL8DSlz6kGRXgPsIDs03jvyTKKiohqeXAoZKP/+97/77NqC/J/AwMB+jYzzMkN94BEEQf5mtHI1NJ2+B1RrQzAah2aGRxAEedWgBB5BEORvhCAIaDp9D3TtWjCdwweMgv43gCAI8qoZ0L/cGIZNwjCsAMOwIgzDNvSwfgyGYS0Yhv3x58/mgYwHQRDk706RVgOqvEYwfsMJqBzDwQ4HQRAE+QsGrA88hmFkAPgvAEwAgAcAcAfDsDMEQXSf4CCFIIhpAxUHgiAI0gFvVEHz2ftAczYG1mjrwQ4HQRAE+YsGsgVeCgBFBEHcJwhCDQDHAODNATwegiAI0gtCR0DjiQIADMAkjAcY6Znn3kEQBEEGyUAm8DYA0HWongd/LutuJIZhGRiGnccwTDyA8SAIgvxttaY8BHWpDIaEuADFhD7Y4SCvidbWVszHx4eP4zgUFBQYcLncx/4/HhUVZZ2QkMAe6FjIZLKXfiKoyZMnO+tnFi0vL6dMmzbN2c7Ozs3FxUUcGBjompmZSQMAyMrKogUFBbna2dm5icVioa+vL+/8+fMsgI4xw4OCglz5fL5Iv11fx+/t/J83Gxsb96qqKgoAAJPJ9HxSDGvWrLHevHkzBwAgNDTU0cbGxl0gEIhEIpHwypUrg96Pbu/evWaRkZH2AACff/65xRdffGGmX15aWto5NfScOXMc0tPTB/SP1+3btxmhoaGOA3mM52UgE/iemne6zxr1OwA4EAQhAYB9AJDQ444w7F0Mw9IwDEurq6t7vlEiCIK85tRVbdByqRToYjNgDrcc7HCQ18i+ffvMQ0JCmvoaA37Pnj2V06dPlw9UDDiOAwAAjUbT5efn5967dy+HSqUSMTExFjqdDkJCQlwDAgLkFRUV2cXFxTmfffbZw8rKSqpCocCCg4O577zzTl1FRUV2Tk5O3hdffFF+7949GgDA+vXrbcaOHSsrKCjILS4uzvn8888fDtQ5dKXRPDaJ6nO1bdu2B/n5+bnbtm17+I9//MOh+3p9fQ6GdevW1a1cubIBACAuLs68vLy8M4E/fvx4mZeXl2qgjq3RaEAqlSqrqqoM7t27ZzBQx3leBnIc+AcAYNflsy0APDJWKUEQsi7/Podh2JcYhpkTBFHfrdz/AOB/AB0zsQ5cyAiCIK8XAtdB0/ECIDEoYDLDFTAMdZ15HSUkJNjV1tYyn1SOIAhQqVQUOp2OP+lasLS0VEyfPr3PSW9OnDhhduzYsft9lQkNDXWcNm1ay6JFi5psbGzcZ8+e3XDx4kVjHMex48eP3/f09FTJZDLS4sWL7fPy8hharRb78MMPKxcsWNBcUFBgEB4e7qRUKkkAAP/5z3/KJ0yY0JaUlMT+5JNPrCwtLTW5ubnM4uLinK7H9PPza83MzGQkJSWxKRQKsW7dus7Wv1GjRikBAHbv3m0+fPjw1vnz57fo1/n4+Kh8fHxUAADV1dXUiRMndq7Tz5qq0+lg+fLltr/88osxhmHEBx98ULVkyZKmrsf38PAQHDx4sNTb21sFACCVSvkxMTEVEolE1dN57t271+z8+fPG7e3tJIVCQbp58+aAzxQ6adIk+fz582kAHa368+bNq//111+Nli5dWmtubq7dunWrtVqtxhwcHNqPHTtWamxsrLt27RozKirKXqFQkAwMDIjk5OQCGo1GREZGOmRmZjLJZDJ8/vnnFcHBwfK9e/eaJSUlDVEqlaTy8nLa5MmTm7/66qsHAAD/+c9/zHbv3m1lYWGhcXFxURkYGBAA/zerrJOTkzo7O5sZGRnpTKfTdWlpaXljx47l7dq1qyIgIEBx4MAB05iYmKEEQWDjx49v3r9//0OAjicSixcvrr106ZIxnU7XJSUlFdnZ2eGVlZWURYsWOTx8+NAAAODf//53+cSJE9vWrFljXVVVRS0vLzcwNTXFz549WzJ58uTm77//3mTbtm0v9cy2A9kCfwcAuBiGOWEYZgAAcwHgTNcCGIYNxf78C4JhmPTPeNCEEAiCIM+J7EoZaKrbwCSUC2TWS9+ohAwwlUpFaWpqoqtUqmduwFOpVFhFRQWNz+er+7Odubk5npubm/f222/XRUdHcwAANm7caBUUFCTLzs7OS0lJKdi0aZOtTCYjWVtb4ykpKYW5ubl5x48fv7969erOiQsyMzMNd+7c+bB78q7RaODixYtG7u7uyszMTIZEIulx8p6cnBy6p6dnrxP7rFixova9995z9PX15a1fv36ovjtHbGzskKysLEZeXl7Ozz//XLh582bbsrIyatdtQ0NDG48cOWIKAFBWVkatra2l+vv7K3o7TwCA33//nXX06NGSF5G8AwAcO3ZsCJfLVeo/0+l0XXp6ekFwcLB8+/btVsnJyYW5ubl5w4cPV3zyyScclUqFzZ8/32XPnj3lBQUFudeuXStgsVi6HTt2WAIAFBYW5v7www/33333XUeFQoEBAOTm5jITEhLu5+Xl5Zw5c8akqKiIWlZWRo2Ojra+ceNGfkpKSmFhYSGje2yLFi1qcnNzU8TGxt7Pz8/PZbFYnY23paWl1C1btthcvXq1MDc3N+fu3buGhw8fHgIAoFQqSSNHjmwtKCjIHTlyZOu+ffssAACWLl1qt2bNmprs7Oy8H3/8sXjZsmWO+v1lZmYyL168WHT27NkSAABfX9+2GzduDHiXr2c1YC3wBEHgGIatBICLAEAGgIMEQeRgGLbsz/VfAcAsAFiOYRgOAEoAmEsQBGphRxAEeQ7aS1tAfu0BGPoMBYbQbLDDQQbQk1rK9TQaDZadnW3s5ubWQqVSn+n/t9XV1RQ2m93v/hbh4eFNAABSqVRx5swZEwCAq1evGl28eHHI3r17hwIAtLe3Y0VFRQYODg6axYsXO+Tm5jJIJBKUlZXR9Pvx8PBoEwgEnTcP7e3tJIFAIAIA8PX1lb///vv1u3btsnjauCZMmOBSWlpKd3JyUl26dKk4NDRU5ufnl/Xjjz8aX7hwwdjLy0uUlZWVk5KSwp49e3YjhUIBOzs73NfXtzU1NZXp7e3dmQxHRkY2jR8/nrd79+7K2NhYk+Dg4Ka+zhMAwN/fX8bhcLT9rc+uenuq0nX5pk2bbHfs2GFlamqq+fbbb0u7xvxnjIbFxcV0qVQqAOi4Zry8vFozMzPplpaWGv1spqampjoAgBs3brDee++9WgAAT09PlbW1tTorK4sOAODn5yczMzPTAgC4urqqiouLabW1tZQRI0bIra2tcQCAmTNnNhYWFj513/bU1FTDrtvPmTOn8dq1a6yIiIhmKpVKzJ07twUAwMvLq+3KlStGAADXr183unfvXueNQmtrK7mpqYkEADBp0qTmrjcIVlZWeE1NDRVecgPZhQYIgjgHAOe6Lfuqy7+/AIAvBjIGBEGQvyNdOw6NJwqBbEIH42lOgx0O8pKgUqmEp6dn8/PYl6GhoU6tVvf7ST6dTicAACgUCoHjOAbQ0bUnPj6+SCKRtHctu2bNGmtLS0vNqVOnSnQ6HTAYDC/9OiaTqetaVt8Hvusyd3d3ZUJCgklPcYjFYlVKSgpL//ny5cvFycnJzLVr13Z2/+VwONply5Y1Llu2rDEoKMj10qVLrKdpZ3RyctIMGTIEv3XrFuP06dOmBw4cKOvrPFNTUw27n89fweFw8JaWFnLXZY2NjWQnJ6fO423btu3BokWLmrpvy2azdfoY/fz8ZPoWab1bt24xMAx77OT7qg991xgAADKZTGg0Gn2vi36c1dMfj0KhECQSSf9v6Hp9paWl5XVN1PUMDQ0fqXelUkmi0+nP/F0MNDQFH4IgyGuo5acS0DapwDSMByTagLbVIH9TFhYWWq1Wi+m7SzyLoKAgWUxMDEen68ibrl+/zgAAaGlpIVtZWWnIZDJ8+eWXZlpt/xqog4OD5Wq1GouJiTHXL7t27Rrzp59+Yi1ZsqQhLS2NdeTIEWP9ura2ts686MyZM2z9SDZNTU2ksrIympOTkzowMFAeHx9viuM4VFZWUm7fvs3y9/dv637sWbNmNW7fvn2oXC4nS6VSZV/n2RMnJ6d+j2hjbGyss7S01CQmJrIBAGpqashXr141Hjt2bOvT7mPMmDFtaWlprOzsbBoAgFwuJ2VmZtIkEomqpqbG4Nq1a0yAjjrRaDTg5+fXGhcXZwoAkJmZSauqqjLw8PDo9WXTgICAtps3b7Krq6vJ7e3t2I8//tjjDRaLxdJ2vxnRb3/r1i12VVUVBcdxOHnypOmYMWP6PD8/Pz+ZvqsPAMCNGzd6rffc3Fwan89X9rb+ZYESeARBkNeMMq8B2m5XAyvAFmhOxk/eAEH+ooCAgJZLly51tmKXlJTQOByOh/7n4MGDPSZn3UVHR1fiOI7ph4HctGmTDQBAVFRU7dGjR80kEomgsLCQzmAw+tUySiKR4MyZM8U///yzkZ2dnZurq6v4X//6l7W9vb2GxWIRiYmJRf/73/8sbG1t3YcNGybYtm2b1caNGysBAO7cucMcNmyYkMfjiaRSqTAiIqI+MDBQERER0SwWi5VCoVA8ZswY3scff/zA3t7+sa5ECxYsaPrpp59M33zzzcYnnWd3VVVVFIIgnnhjpFKpSF3re8uWLZzvv/++ZPv27VYCgUAUGBjIX79+faVYLG5/0r70rK2t8QMHDpTOnTvXmcfjiby8vARZWVl0Op1OHDlypHjVqlX2fD5fNGbMGJ5CoSCtW7euVqvVYjweTzRnzhyXAwcOlDIYjF6byR0cHDTr16+vHDFihNDPz4/n4eHR43sIkZGR9e+9956DQCAQtba2Yl2337x588PAwECeUCgUe3h4KBYsWNDc1zn973//q/j9998NeTyeyMXFRfzFF1/02rXql19+MZo2bVpLb+tfFtir1uXc29ubSEtLG+wwEARBXkraNg3U7E4HMssALFcOA4yC2mleBxiGpRME4d11WUZGRqlEIqnvbZsX4fr164ydO3cOTUhIKHlyaeRpHT161Li4uJi2adOm2sGO5e9EqVRiI0aM4KelpeVTqS9HN/iMjAxziUTi2H05eq6KIAjymiAIApp/vAc6JQ7mi91R8o4MuNGjRyvv3Lkjw3Ec+hoLHumfefPmvfQtwK+joqIig08//fThy5K89wX9tiEIgrwmFHdrQZndAMaTHcHAatAnWET+JqKiotDwz8hrwd3dvd3d3f2puxsNJtQ8gyAI8hrAm1XQnFgMBo5GwPK3HexwEARBkAGEEngEQZBXHKEjoOlEIQABYBrGA4yEZltFEAR5naEEHkEQ5BXXeqMS2u+3wJBpzkAx63V0NARBEOQ1gRJ4BEGQV5impg1aLpQAXWgKTB/OYIeD/M20trZiPj4+fBzHoaCgwIDL5T42dnlUVJR1QkLCgE9NTyaTvfTDM06ePNlZP4Z7eXk5Zdq0ac52dnZuLi4u4sDAQNfMzEwaAEBWVhYtKCjI1c7Ozk0sFgt9fX1558+fZwEAVFRUUIKCglz5fL5Iv11fx+/t/J83Gxsb96qqquf2DuOaNWusN2/e/Ngfj9LSUuqkSZOcAQCSkpLYbDZ7mFAoFDk7O4v/+c9/Wj2v4z8LJpPpCfBorDdu3GAcP368c/zcI0eOGG/cuHHoQMcyatQoXl1d3WPj1g8UlMAjCIK8ogitDhpPFAKJRgaTmdxnmt0QQf6Kffv2mYeEhDT1NQLNnj17KqdPny4fqBhwvGMIdv1MrPfu3cuhUqlETEyMhU6ng5CQENeAgAB5RUVFdnFxcc5nn332sLKykqpQKLDg4GDuO++8U1dRUZGdk5OT98UXX5Tfu3ePBgCwfv16m7Fjx8oKCgpyi4uLcz7//POHA3UOXWk0mhdxmCdydHTUXLhw4b7+s7e3d2teXl7uH3/8kRcfH2+WkpLC7Fp+MOPuGmtaWhrzp59+6kzg58+f37J9+/bqgTq2TqcDrVYL8+bNa9i1a1ev48s/b09M4DEMG41h2GUMwwoxDLuPYVgJhmH3n7QdgiAIMrBkP5eD5mErmMzgApltMNjhIH9DJ06cMJs9e3ZzX2VCQ0MdDx06ZALQ0Xq8evVqa5FIJOTxeKK7d+/SAQBkMhkpLCzM0c3NTSgUCkVxcXFDADpatb28vPgikUgoEomEly9fNgToaBH29fXlBQcHO/H5/Mdavf38/FqLiopoSUlJbAqFQqxbt65Ov27UqFHKSZMmtR44cMBs+PDhrfPnz+8cstHHx0e1atWqBgCA6upqqp2dnVq/ztfXVwnQkbAtXbrUlsvlink8nujrr79+bLIqDw8PQVpaGl3/WSqV8lNSUpi9nefevXvNJk+e7Dx27FhXf39/3lNUPQAAjB8/3kUsFgtdXV3Fu3bt6pxtNj4+3kgkEgn5fL5o5MiRPICOWVnHjx/vwuPxRBKJRHDr1q3O/naZmZnMESNG8BwcHNz0s9b29kTByMhI5+7urigoKKCtWbPGet68eQ6jR4/mzpw506myspLyxhtvuLi5uQnd3NyEly5dMgQAaGlpIc2aNcuRx+OJeDye6LvvvhsCAHDgwAFTHo8n4nK54uXLl3dOasVkMj3fe+89Gz6fL5JIJIKKigoKAEB+fr7BsGHDBG5ubsL333/fWl9eH6tKpcI+++wz67Nnz5oIBALR119/bbJ3716zyMhIewCAwsJCg5EjR/J4PJ5o5MiRvHv37hkAdFyjCxcutPP09BTY2tq6669XAICPPvqI4+bmJuTxeKLVq1db64/n7OwsXrBggb1YLBYVFxcbzJ07t/n06dNmT/vdPauneQTzLQCsBoB0AOjfHMYIgiDIgGgvl4H8agUwh1sCw838yRsgr7XcvPV2ba2FzCeVIwgd4LiMQqEY4RjWdxueIYunEAl3VPS2XqVSYRUVFTQ+n6/urUxPzM3N8dzc3Lzo6GiL6OhozvHjx8s2btxoFRQUJDt58mRpfX092dvbWxgSEiKztrbGU1JSCplMJpGVlUWbN2+ec3Z2dh4AQGZmpuHdu3dzBALBI8fXaDRw8eJFo4kTJ8oyMzMZEomkx5k+c3Jy6J6enj2uAwBYsWJF7cKFC53379+vGDNmjGz58uUNjo6OmtjY2CFZWVmMvLy8nKqqKopUKhVOnDixteu2oaGhjUeOHDH19vauLCsro9bW1lL9/f0VK1eutOnpPAEAfv/9d1ZmZmYOh8N56lzryJEjpRwOR9va2op5enqKFixY0KTT6bCVK1c6Xr16NV8gEKhramrIAADr1q2zlkgkiitXrhSfOXOG/dZbbznl5+fnAgDk5eUx0tPT8+RyOdnT01MUGhra6zj01dXV5Lt37xpu2bKlMjc3l5GZmcm8detWPovFIoKDg53WrFlT88Ybb7Teu3fP4I033uDev38/Z8OGDVZGRkbawsLCXACAuro6cmlpKXXLli026enpeRYWFri/vz/v8OHDQyIiIpqVSiVp5MiRrfv27Xu4bNky23379ll8/vnnVf/4xz/s33nnnbqVK1c2fPbZZ4+1dtPpdOL//b//V5mWlmYYGxtbDtBxc6Rfv2zZMvvw8PCG9957r2HPnj1my5cvt7ty5UoxAEBNTQ01LS0t/48//qDPmDHDddGiRU2nT582KioqomdmZuYRBAHjx493PX/+PMvZ2VldWlpK//rrr0vj4uLK9ftXq9VYdXU1eejQoQOeLz9NF5oWgiDOEwRRSxBEg/5noANDEARBeqZTa6HpRCGQjWgwJMRlsMNBXiE4LqMoVeV0HJc9cx/q6upqCpvNxvu7XXh4eBMAgFQqVVRUVNAAAK5evWq0e/duK4FAIPLz8+O3t7djRUVFBmq1GgsPD3fk8XiisLAwl+Li4s5WbQ8Pj7auyXt7eztJIBCI3N3dRba2tur333+/X7PUTpgwwYXL5YonTpzoAgAQGhoqKyoqylq0aFF9QUEBw8vLS1RZWUlJSUlhz549u5FCoYCdnR3u6+vbmpqa+sjNU2RkZNOZM2dMAABiY2NNgoODm/o6TwAAf39/WX+SdwCAHTt2cPh8vsjLy0tYXV1NzcnJoV+9etVQKpXK9XWj3+ft27fZixcvbgAACAkJkTc3N1MaGhrIAACTJ09uZrFYhJWVFT5y5EhZSkrKYxNJpKWlsYRCoWjcuHG8999/v9rb21sFADBp0qRmFotFAABcv37d6P3337cXCASi4OBg19bWVnJTUxMpOTnZaPXq1Z2zylpYWGhTU1MNR4wYIbe2tsapVCrMmTOn8dq1aywAACqVSsydO7cFAMDLy6utrKzMAKDjJmfJkiWNAABLly7tdy569+5dw3fffbcRAGD58uWN6enpLP26kJCQZjKZDF5eXqqGhgYqAMCFCxeMkpOTjUQikejPlnZ6fn4+HQDAyspKPW7cuLau+zczM8PLy8tfyOPQp/kF/hXDsJ0AcBoAOge3Jwji9wGLCkEQBOlVy7kSwOuVYL7EHUh0NB8fAtBXS3lXWq0Kq6lNMuZYTmshk+nEsxzT0NBQp1ar+/0uHZ3ecVwKhULgOI4BdMwiHB8fXySRSB6ZRGfNmjXWlpaWmlOnTpXodDpgMBhe+nVMJlPXtay+D3zXZe7u7sqEhITHurgAAIjFYlVKSkpnAnf58uXi5ORk5tq1a+30yzgcjnbZsmWNy5YtawwKCnK9dOkSiyCeXG1OTk6aIUOG4Ldu3WKcPn3a9MCBA2V9nWdqaqph9/N5kqSkJPa1a9fYaWlp+Ww2WyeVSvlKpZJEEESP78P0FDeGYcSf/+2+/LGy3t7erb/++mtR9+WGhoadcRMEAWlpaXn6hL7r8u777KseKRQKQSKR9P8G/XUCAEAikZ7puu2N/rrsGhtBEBAVFVX1wQcfPHIzWFBQYNDT99Xe3o7193v8q57mF88XALwBYDsAxPz5s2sgg0IQBEF6pipsgrabVcDyswG6y5DBDgd5xZDJdMLaalbzsybvAB2tqFqtFlMoFM/89nRQUJAsJiaGo9N15D7Xr19nAAC0tLSQraysNGQyGb788kszrbZ/PROCg4PlarUa0/frBgC4du0a86effmItWbKkIS0tjXXkyJHOFx7b2to686IzZ86w9SPZNDU1kcrKymhOTk7qwMBAeXx8vCmO41BZWUm5ffs2y9/fvw26mTVrVuP27duHyuVyslQqVfZ1nj1xcnLqc0Sb5uZmsrGxsZbNZuvu3r1Lz8jIMPzzGG23bt1i5+fnGwB09H0HABgxYoT80KFDZgAdyb+JiQluamqqAwA4f/78EIVCgVVXV5Nv3rzJ9vPze+x8noafn59sx44dlvrPN27cYAAAjBkzRvbvf/+7c3ldXR05ICCg7datW+yqqioKjuNw8uRJ0zFjxrT2tF+94cOHt3799demAABff/11j/3NjYyMtK2trT3mt56enm3ffPONCUBH/3tvb+8+jzd58mTZ4cOHzVtaWkgAACUlJdSHDx/22Gqi0+mgrq6OyufzX8hMrk9M4AmCCOrhZ+yLCA5BEAT5PzqFBhrjC4FiyQTjNxwHOxwEgYCAgJZLly51tmKXlJTQOByOh/7n4MGDPbZ+dxcdHV2J4zimHwZy06ZNNgAAUVFRtUePHjWTSCSCwsJCOoPB6FfrJolEgjNnzhT//PPPRnZ2dm6urq7if/3rX9b2/7+9O4+Pq6obP/45d+7sk31r06R70zZdoaVlh4IgW1kFBUFBURZRcXnUR/n5qI8+wqM+LggCKiKIICJCW/Z9X1oKdN+3pGn2dTLrvff8/phJmrZJmtKmSZrv+/W6r7nLuTPfOZkk33vm3HNGj06GQiH9xBNPbLrnnnsKSkpKZsyePXvKT3/605Hf//73qwCWLl0amD179tSysrLyefPmTb3qqqvqTznllMhVV13VPG3atOjUqVOnnXrqqWU//vGPK0ePHr1PV6Irr7yy6cknn8y94IILGvf3Pve2a9cuU2vd7YWRZVnK5/M5l1xySYtlWaqsrKz8+9//fvGsWbPaAYqLi63f/e532y666KKJkydPLr/ooovGA9x2221Vy5cvD5SVlZX/4Ac/GHXfffdt7XjOo446qv3000+fNH/+/Knf/va3d40dO/ZjDSlzzz33VCxfvjxYVlZWPmHChGm///3vCwB+/vOf72pubnZNmjRp2uTJk8ufeuqpjDFjxiR/+MMf7jzllFPKpk6dOm3mzJmRK6+8srm357/zzjt33HPPPYXTp0+f2tLS0u2QjWeffXbbhg0b/B03sXY99oc//GHHAw88kF9WVlb+0EMP5d155529fnN18cUXt1566aWNxxxzzJSysrLyiy66aEJzc3O3r/vGG28EjjrqqHa3291rHR0qan9fBSmlsoD/Ak5O73oV+InWuscbHPrT3Llz9bJlywbipYUQYkA1PLSO6Mp6Cr8yG8+o0P5PEEcMpdT7Wuu5Xfd99NFH22bNmnVA/bwPtTfffNP/i1/8YsTjjz++df+lRV899NBDWZs3b/becssttV33V1VVmbNnzy6vra1dMVCxie5dc801pRdeeGHzBRdccEiHTP3oo4/yZ82aNXbv/X3pPHkvsAq4LL19FfAX4OJDFp0QQoheRT6qJfpRHZlnjJHkXQwaJ5xwQnTp0qWtlmXR21jw4sBcfvnl+zSSPvjgg1m33HJLyQ9/+MPDMh69ODDTp0+PHurkvTd9aYH/UGs9e3/7DhdpgRdCDDd2S5zqXy/HXein4LpZKJdM2DTcDNYWeCFE/+qpBb4vN7FGlVIndmwopU4AoocwNiGEED3QWtP46AawHXIumyzJuxBCiD51obkB+Gu6L7wCGoGr+zMoIYQQKe3v7CK+sZnsCyfgzu9xwAohhBDDyH4TeK31h8AspVRmeru1v4MSQggByboILU9txVuWQ3D+yIEORwghxCDRYwKvlLpSa/03pdQ399oPgNb6//o5NiGEGLa0rWl8ZAOYBrmfmtTtxCpCCCGGp976wHdMo5vRzSJDIAghRD9qe6WCZEUbORdOxJXpHehwhOhWOBxWxxxzzGTLsli/fr1n0qRJ+0w+dPPNNxc//vjjGf0di8vlmtMxvvrZZ589vmMSph07dpjnnXfe+NLS0ukTJkyYdsopp0xcsWKFF2DlypXeBQsWTCwtLZ0+bdq0qfPnzy97+umnQwAVFRXmggULJk6ePLm847zeXr+n9y+6981vfrP4hz/8YRHs+Rn5yU9+UtjxswM45ZRTJtbX13c79vqhEggEjoLUMJ0nnXTSpP58rUOlxwRea313evUFrfWPuy7Ai4cnPCGEGH4SlW20vrgD/6wCArMKBjocIXp0++23559//vlNvQ0h+Zvf/Kbqwgsv7Lfh9SwrNYeS1+t11q1bt2bjxo2r3W63/tWvflXgOA7nn3/+xJNPPrmtoqJi1ebNm1f//Oc/31lVVeWORCJq4cKFk6699tq6ioqKVatXr177+9//fsfGjRu9AN/97ndHnXbaaa3r169fs3nz5tX/+7//e1iGb0wmP9YcSgetox4HQtfPyN13313UdSbVV199dVN+fv6BTcH7MRUXF1tFRUXJ5557Lrj/0gOrL6PQ3N7HfUIIIQ6STto0/mM9rpCbnAsmDHQ4QvTqkUceybvsssuaeytzySWXjP3LX/6SAzBq1KgZ3/jGN4rLy8unlpWVlX/wwQc+gNbWVuPSSy8dO3369KlTp04t/9vf/pYNqVbtOXPmTC4vL59aXl4+9fnnnw8CLFmyJGP+/PllCxcuHDd58uR9Wr1PPPHE8KZNm7xLlizJME1Tf+c736nrOHb88cdHzzrrrPDdd9+dd/TRR4c/+9nPdo65fswxx8S+9rWvNQBUV1e7S0tLEx3H5s+fHwVwHIfrrruuZNKkSdPKysr2me0TYObMmVOWLVvm69ieN2/e5Ndffz3Q0/v83e9+l3f22WePP+200yaedNJJZb3VZ0drMcBf/vKXnEsuuWRsRz1fffXVpUcdddSUkpKSGR11vmTJkoy5c+dOPuOMMyZMmDBh2hVXXDHatu3O57r55puLZ86cOeXFF18M3XnnnbkzZsyYOmXKlPIrrrhiTEdS/+ijj2aWl5dPnTx5cvlxxx1XBlBTU+P6xCc+MaGsrKx81qxZU959910/pFrWL7300rHz5s2bXFJSMuOnP/1pYUe83/3ud0eMHTt2+vHHH1/WcaHU9TPy05/+tLC2ttZ9yimnlM2fP7+s4zOza9cuE+BHP/pR0aRJk6ZNmjRp2k9+8pPCjs/I+PHjp33mM58ZM3HixGknnHDCpHA4rABWr17tPemkkyZNmzZt6pw5cyZ3fN7WrVvnmT179pTp06dP/frXv17ctX4vvPDC5vvvvz+vt5/BYNBbH/jjgOOBgr36wWcC/fpVhhBCDFctz2zDqouS/8XpGIHDMyW3GPpuXrujdF17LLC/co7WtFi2mWW6LGM/91VMCfoiv5k6usep5mOxmKqoqPBOnjw50VOZ7uTn51tr1qxZe+uttxbceuutRf/4xz+2f//73x+5YMGC1n/+85/b6uvrXXPnzp16/vnntxYXF1uvv/76hkAgoFeuXOm9/PLLx69atWotwIoVK4IffPDB6ilTpuzx+slkkmeffTbzzDPPbF2xYoV/1qxZke7iWL16te+oo47q9hjAV77yldqrr756/B/+8IfIqaee2nrDDTc0jB07Nnn//fdnr1y50r927drVu3btMufNmzf1zDPPDHc995JLLml88MEHc+fOnVu1fft2d21trfukk06K3HTTTaO6e58Ay5cvD61YsWJ1UVHRx25trqmpcS9btmzdhx9+6LvooosmXnPNNU0AK1euDH7wwQerysrKEieffPKk+++/P+eaa65pikajxvTp06O/+c1vqpYvX+677bbbRixbtmyd1+vVV1555ei77ror7+KLL2656aabxr7yyivrpkyZkqipqXEBfOc73ymeNWtW5IUXXti8aNGijM9//vPj1q1btwZg06ZNvrfeemt9c3Oza+rUqdP/4z/+o+69997z//vf/85duXLlmmQyyezZs8v3rv9bbrml9g9/+EPRq6++umHkyJF7fCXw+uuvB/7+97/nvf/++2u11syZM2fq6aef3pafn2/v2LHD97e//W3L8ccfv/2cc84Zf//99+fceOONjddee+2Ye+65Z/uMGTPiL730UvCGG24Y/c4772y48cYbR1977bV1N910U8PPf/7zPb7mPOGEE9p/8pOf7JHUD0a9tcB7SPV1N9mz/3sr8Kn+D00IIYaX2KZmwm9WETxuJL5J+zTqCXHQWizb3B5L+Fos+6CnTa2urjYzMjIOuN/FFVdc0QQwb968SEVFhRfglVdeyfz1r389csqUKeUnnnji5Hg8rjZt2uRJJBLqiiuuGFtWVlZ+6aWXTti8eXNnq/bMmTPbuybv8XjcmDJlSvmMGTPKS0pKEl//+tcPaJKrM844Y8KkSZOmnXnmmRMALrnkktZNmzatvOaaa+rXr1/vnzNnTnlVVZX5+uuvZ1x22WWNpmlSWlpqzZ8/P/zGG2/scfH0uc99rmnRokU5APfff3/OwoULm3p7nwAnnXRS68Ek7wDnn39+s8vlYs6cObGGhobOFoAZM2a0l5eXJ0zT5LLLLmt8/fXXQwAul4urr766CeCZZ57JWLVqVWDWrFlTp0yZUv7GG29kbtmyxfvKK68E582b19ZR1x0xvvfeexlf/OIXG9Kv29bc3Gw2NDS4AM4888xmv9+vR44caeXm5iYrKyvNl19+OXTOOec0Z2RkOLm5uc6ZZ57ZfCDv7ZVXXgmdc845zZmZmU5WVpZz7rnnNr388ssZAKNGjYoff/zxUYCjjjoqsm3bNm9LS4vxwQcfhC699NIJU6ZMKb/xxhvH1NbWuiF1sfSlL32pEeC6665r6Po6xcXFVm1tredjVP9h1eMvsNb6VeBVpdR9WuvthzEmIYQYdpyoRdM/N2AW+Mk6e9xAhyOGmN5ayruK2Y56vLYp68LCnBafy+h9Kvb9CAaDTiKR6EtX3D34fD4NYJqmtixLQWrCskcffXTTrFmz4l3LfvOb3ywuLCxM/utf/9rqOA5+v39Ox7FAIOB0LdvRB77rvhkzZkQff/zxbq+Gp02bFutIZAGef/75za+99lrg29/+dmnHvqKiIvv6669vvP766xsXLFgw8bnnngvtbwZ7gHHjxiWzs7Otd9991//YY4/l3n333dt7e59vvPFGcO/305OuI1JFo9E9vkbpqNuO1+runK7bHo/H6bh/QWutLr300oY77rhjj77+Dz74YFZ3o2B1Vw9KKQ3g9Xo7D7pcLjp+zgczmlZv9e7xeLq+no5Go4Zt22RkZFh7fyY6GEb3n/9IJKK8Xm+ffhYDqS+/eH9SSmV3bCilcpRSz/ZfSEIIMfw0L9qM3RYn97LJGB7ppSj6h89l6M+MzGs+2OQdoKCgwLZtW0UikYMe43TBggWtv/rVr4ocJ5U3vfnmm36AlpYW18iRI5Mul4s777wzr6Pvdl8tXLiwLZFIqF/96lf5HfteffXVwJNPPhn60pe+1LBs2bLQgw8+mNVxrL29vTMvWrRoUUbHaChNTU3G9u3bvePGjUuccsopbY8++miuZVlUVVWZ7733Xuikk05q3/u1P/WpTzX+z//8z4i2tjbXvHnzor29z+6MGzeu2xFt8vLyksuXL/fZts0TTzzRp6/qVq5cGVy3bp3Htm0effTR3JNOOmmfm4rPOuus1iVLluTs3LnThFQf9w0bNngWLFjQ/u6772asW7fO07Ef4Nhjj237y1/+kgepfvY5OTlWbm5uj4nvaaedFn7yySezw+GwampqMp5//vns7soFg0G7paVln/z0tNNOCz/11FPZbW1tRmtrq/HUU0/lLFiwoMebo3Nzc52SkpLEvffemwOpexfefvttP8DRRx8d/uMf/5gL8Mc//nGP/u6rVq3ylZWVRXt63sGiLwl8vta6uWNDa90EFPZcXAghxIGIrKwn8kEtGQtG4ynt99H2hDhkTj755JbnnnuusxV769at3qKiopkdS0fytD+33nprlWVZqmMYyFtuuWUUwM0331z70EMP5c2aNWvKhg0bfH6//4BaRg3DYNGiRZtffPHFzNLS0ukTJ06c9l//9V/Fo0ePToZCIf3EE09suueeewpKSkpmzJ49e8pPf/rTkd///verAJYuXRqYPXv21LKysvJ58+ZNveqqq+pPOeWUyFVXXdU8bdq06NSpU6edeuqpZT/+8Y8rR48evU9XoiuvvLLpySefzL3gggsa9/c+97Zr1y5Ta93thdGPf/zjnRdccMHE4447bnJRUVGfhqyZPXt2+Fvf+lZJWVnZtNGjR8evuuqq5r3LzJkzJ3bLLbfsPP3008vKysrKTzvttLKKigp3cXGx9bvf/W7bRRddNHHy5MnlF1100XiA2267rWr58uWBsrKy8h/84Aej7rvvvq29xXDiiSdGLrroosbp06dPO++88ybMmzcv3F25z3/+8/Vnn332pI6bWLuef8UVVzQcffTRU+fMmTP1qquuqjvhhBN6TbQfeuihLX/5y1/yJ0+eXD5p0qRp//rXv7IB7rzzzh333HNP4fTp06e2tLTs0WLy/PPPZ5x11lkt3T7hIKL291WQUup94CKt9Y709hjg31rro/f75EqdBfyW1E2vf9Ja39pDuWOAd4BPa60f7e05586dq5ctW7a/lxZCiCHBbk1Q85v3ceX6KLxhFsp1wD0SxDCglHpfaz23676PPvpo26xZsw6on/eh9uabb/p/8YtfjHj88cd7Td7EgXnooYeyNm/e7L3llltqD/a5lixZkvGrX/2q6OWXX950KGI70s2dO3fy008/vamgoOCwDF25Px999FH+rFmzxu69vy83sfwAeEMp9Wp6+2Tgy/s7SSnlAu4AzgAqgaVKqUVa6zXdlLsNkG45QohhRWtN02MbcRIOBZdNluRdDDknnHBCdOnSpa2WZdHbWPDiwFx++eWDvgX4SFRVVWV+/etfrxksyXtv9vvbprV+Ril1NHAsoIBvaK37csU/D9iktd4CoJR6GLgA2Ptmgq8C/wKOOZDAhRBiqGtfWk1sXSNZC8fjLtzvCIBCDEo333xzw/5LiYFy3nnntZ133nn9NpHWkaS4uNjqrnvRYNTX5h4bqAVagHKl1Ml9OGcU0PWu+Mr0vk5KqVHARcBdvT2RUurLSqllSqlldXV1vRUVQoghwWqI0rJkC96J2YSOG/RDDgshhBhE9pvAK6WuBV4j1cXlx+nHH/Xhubu7+WLvDve/Ab6rte71qwqt9T1a67la67kFBTKtuBBiaNOOpvGRDWAocj5VhjIOehAPMTw5juPIh0eII1T697vbG7f70gL/dVLdW7ZrrRcARwF9aQavBEq7bJcAVXuVmQs8rJTaRmpyqDuVUhf24bmFEGLIanutksT2VrIvmIiZ7d3/CUJ0b1VdXV2WJPFCHHkcx1F1dXVZwKrujvfljpOY1jqmlEIp5dVar1NKTe7DeUuBSUqpccBO4DPAFV0LaK07ZytRSt0HLNFaP96H5xZCiCEpURWm9fnt+GfkE5gt3yiKj8+yrGurq6v/VF1dPZ2+d4kVQgwNDrDKsqxruzvYlwS+Mj2R0+PA80qpJvZtSd+H1tpSSt1EqsuNC7hXa71aKXV9+niv/d6FEOJIoy2HpkfWYwRMsi+ceFCzEgoxZ86cWuD8gY5DCHH47Xcc+D0KK3UKkAU8o7VO9FtUvZBx4IUQQ1XzU1sJv1ZJ3jXT8E/OHehwxBDS3TjwQojhq9cWeKWUAazQWk8H0Fq/2lt5IYQQ3YtvaSH8eiXB+SMkeRdCCHFQeu0zp7V2gI+UUqMPUzxCCHHEcWIWjf9cjyvXR9Y54wc6HCGEEENcX/rAjwRWK6XeA9o7dmqtpd+dEEL0QfOSLdjNcQqun4XhdQ10OEIIIYa4HhP49IgzcVJjvwshhPgYomsaiCyrIePUUrxjMgc6HCGEEEeA3lrg3waOBq7VWl91mOIRQogjhh1O0PTYRtwjg2R+QnoiCiGEODR6S+A9SqnPA8crpS7e+6DW+rH+C0sIIYY2rTVNj23CiVoUXDsDZcow3UIIIQ6N3hL464HPAtnAwr2OaUASeCGE6EHk/VpiaxrIOmcc7hHBgQ5HCCHEEaTHBF5r/QbwhlJqmdb6z4cxJiGEGNKsxhjNizfjGZdF6MRRAx2OEEKII8x+v9OV5F0IIfpOO5rGf24AIPfSMpQhs60KIYQ4tKRTphBCHELhN3eS2NpC9sLxmLm+gQ5HCCHEEUgSeCGEOESSNe20PLsNX3kegTlFAx2OEEKII9R+E3iVcqVS6ofp7dFKqXn9H5oQQgwd2nJofHg9hs8k5+KJKCVdZ4QQQvSPvrTA3wkcB1ye3m4D7ui3iIQQYghqfXEHyV3t5Fw8CVfIM9DhCCGEOIL1Noxkh/la66OVUh8AaK2blFLy30kIIdLi21tpe6WCwNwi/OV5Ax2OEEKII1xfWuCTSikXqbHfUUoVAE6/RiWEEEOEE7dpfGQ9rmwv2eeNH+hwhBBCDAN9SeB/B/wbKFRK/Qx4A/iffo1KCCGGiJantmA3xsi9dDKGry9fagohhBAHZ7//bbTWDyql3gdOBxRwodZ6bb9HJoQQg1x0fSPt71YTOnkU3vFZAx2OEEKIYWK/CbxS6rfAP7TWcuOqEEKk2e1Jmh7dgFkUIOuMsQMdjhBCiGGkL11olgO3KKU2KaV+oZSa299BCSHEYKa1pvnxTTgRi9xPT0a5ZUoNIYQQh89+/+torf+qtT4HmAdsAG5TSm3s98iEEGKQin5YR3RlPZlnjMFTHBrocIQQQgwzB9JsNBGYAowF1vVLNEIIMchZzXGantiEZ0wmGSeXDHQ4QgghhqG+zMTa0eL+E2A1MEdrvbDfIxNCiEFGO5qmRzeAo8m9rAxlyGyrQgghDr++jHm2FThOa13f38EIIcRg1v52FfFNzWRfNBEzzz/Q4QghhBimekzglVJHp1ffA0YrpUZ3Pa61Xt6fgQkhxGCSrI3Q/PQ2fFNyCc4bMdDhCCGEGMZ6a4H/VS/HNHDaIY5FCCEGJW07ND6yHsNjkHPJJJSSrjNCCCEGTo8JvNZ6weEMRAghBqvWlypIVobJ/exUXBmegQ5HCCHEMNeXiZzcwA3AyeldrwB3a62T/RiXEEIMComKNtpe3kHgqEICM/IHOhwhhBCiTzex/gFwA3emt69K77u2v4ISQojBwEnYND6yHleGh+zzJwx0OEIIIQTQtwT+GK31rC7bLymlPuqvgIQQYrBofWYbVl2U/GunY/j78udSCCGE6H99mcjJVkp1Nj0ppcYDdv+FJIQQAy+2sYnwW1WETijGNzFnoMMRQgghOvUlgf8P4GWl1CtKqVeBl4Bv9eXJlVJnKaXWK6U2KaW+183xC5RSK5RSHyqllimlTjyw8IUQ4tBzIkma/rkBs9BP1lljBzocIYQQYg/7/U5Ya/2iUmoSMBlQwDqtdXx/5ymlXMAdwBlAJbBUKbVIa72mS7EXgUVaa62Umgk8Akz5GO9DCCEOmaZFm7HDSQo/V45yuwY6HCGEEGIP+22BV0pdCni01iuAhcBDXSZ56s08YJPWeovWOgE8DFzQtYDWOqy11unNIKnx5YUQYsBEVtQR/bCOzNNK8ZRkDHQ4QgghxD760oXm/2mt29LdWz4J/JXUKDT7Mwqo6LJdmd63B6XURUqpdcCTwBf68LxCCNEv7NY4zY9vwl2aQcaC0fs/QQghhBgAfbqJNf14LvAHrfUTQF9mMuluqsJ9Wti11v/WWk8BLgT+u9snUurL6T7yy+rq6vrw0kIIcWC01jT9ayM66ZB7WRnKJbOtCiGEGJz6ksDvVErdDVwGPKWU8vbxvEqgtMt2CVDVU2Gt9WvABKXUPjOlaK3v0VrP1VrPLSgo6MNLCyHEgWl/t5rY+iayzhmHuyAw0OEIIYQQPepLIn4Z8Cxwlta6GcglNTLN/iwFJimlximlPMBngEVdCyilJiqlVHr9aFIt+w19D18IIQ5esj5Ky5Nb8E7KJnjsyIEORwghhOhVX0ahiQCPddneBezqw3mWUuomUsm/C7hXa71aKXV9+vhdwCXA55RSSSAKfLrLTa1CCNHvtK1pemQ9mAa5nyoj3aYghBBCDFr9OrWg1vop4Km99t3VZf024Lb+jEEIIXrT9loFiR1t5F4+GVeWd6DDEUIIIfarL11ohBDiiJTYGab1+R34Z+YTmFU40OEIIYQQfSIJvBBiWNJJh8Z/rMcIucm5cOJAhyOEEEL0mSTwQohhqeXZbVi1EXI/VYYRcA90OEIIIUSfSQIvhBh2YpubCb+5k+CxI/GV5Qx0OEIIIcQBkQReCDGsODGLpn9uwMzzk3XOuIEORwghhDhgksALIYaV5sVbsFvi5FxWhuFxDXQ4QgghxAGTBF4IMWxEV9cTeb+GjAWleEdnDnQ4QgghxMciCbwQYliw2xI0PbYR96gQmaePHuhwhBBCiI9NEnghxBFPa03TYxtx4ja5l5WhXPKnTwghxNAl/8WEEEe8yLIaYmsbyTprHO6i4ECHI4QQQhwUSeCFEEc0qyFK8+IteCdkETq+eKDDEUIIIQ6aJPBCiCOWdjSN/9wACnIuLUMZaqBDEkIIIQ6aJPBCiCNW+PWdJLa1kn3+BMxs30CHI4QQQhwSksALIY5IiV3ttDy3Df+0PAJHFw50OEIIIcQhYw50AEIIcahpy6HpH+sx/CbZF09CKek6Iw4dK5kk0tJMpLmJ9pYm2pt3r4cbG2ncWcEV//N/eP2BgQ5VCHGEkgReCHHEaX1+O8nqdvKunoYr6B7ocIaU6i0tbPmwjtLyXIJZXnxBN76giXGED73p2DaR1hYiLc20NzfR3tzU7XqkuYlYe7jb5/AFQ5heL+HGBja9+zbTTj39ML8LIcRwIQm8EOKIEt/WQttrlQTnjcA/JXegwxlSPnqxgjf+uRGAD57bsccxj9/EFzTTCb0bb9CNL+Tu3PaFTHyBPfe5fa4B/fZDOw7RcFu6dTzdSt51vetjawtovc9zuH1+gtnZBLNzyC8ZTWD6TIJZOQSyc1L70+uBrGxMtxsrmWTL8vcYf/S8AXjHQojhQhJ4IcQRww4naPjbWoxsL1nnjh/ocIYM7Wje/NcmPnqxgnEz8ykan0VucYBk3CYWtoi1J1NLOEk8vd5cGyHWbpGIWj0+r+FSqUQ/YO6Z7KeTf+/e+9PrLrPn1n6tNYlopNdW8o71SEszjm3v8xwut5tgdg7BrBwyC0cwsmwKgayc1L7s7N3rWdm4fQd287PpdlM2/4QDOkcIIQ6UJPBCiCOC3Zag9s4PccJJMs8cg+F1DXRIQ4KVtHnhL2vZvLyWmQtKOOHSSRgHMNymYzvE2lNJfkdyn0r2dyf+Hftb66PUbmsl1m5hW84ez6N1Eu20g45guKK4zBiGEUURQesIjhXGSoRJxtpw7OQ+cRguF4GsbAJZqdbywrHjCaZbxjuS9UC6Jd3jD8h9EUKIIU0SeCHEkGc1RKm7dxV2W4LQglIyTi4Z6JCGhFh7kqf+sIJdm1o44VMTmXV66QEntobLIJDpIZDp2efYnjd7RtJ9yJsJNzcRbmqkvTHVfSXa2oyViHXz7ArDDGC4gkAARxehzPGYniBKBcAIoowASgVRhg8z4MHwutGGiWW7icXc4HLjaDfJpJtY1E2kNY4v5OBNd/dxe+RCTwgx9EgCL4QY0hJVYervXQWOpuDLM/GOzhzokIaE1vooi2//iNaGKGdeO41Jc4v6dF7HzZ693eTZ0be8t5s9U33IcyguKkt3XcnZs8U8Owd/RiaGa3eCrR1NPGoRC3dp6W9PEk9/A9B1f7g5Tv3OMLF2Cyu+bzeaDi63sU8/fm833X26dgPyBnbf1OvE49jNzamlqRmrvp7I0qUUfu+7uPz+A/iJCCFE30kCL4QYsmKbm2m4fw2GzyT/y9NxF8qwfX1Ru72VJXeswLEcLvj6URRPyt59bNtmVr38AqGc3D1uAO3sV97DzZ4ev78z+d73Zs9Uf/KuN3t+HMpQnUn1gbCS9p5JfqRrsp/e35Yg1hajob6dWMQiHtPdvc1Oph3FnWzHTIRxJ9txW+2p7WSUuDeLExY9Q9GnL/pY71MIIfZHEnghxJAUWVlH48PrMfP95H9hOmaWd6BDGhK2razn2T+uwh/ycN43jiJ3ZBBIjdiydPFjvP73vwKpzNV0e1IJeFY2WYUjKD6EN3v2F601Tnsk1SLe0ry7dby5Gae5GVdLC77mZtzNzQSaW9LlWnBaW/e4MNGA7fKRdAdJejOwswqxM/OxgjlY/mysQAZJM0DSKCDBKNptk3hSkUx3z28snkTfvtMQQogDJwm8EGLICb+zi+YnNuEZnUn+58sxAjLWe1+sfn0nrz60gfySEOd+ZSbB9EVPLBzm6Tv/jy3vv8fE+SdQMqWcqSecgj8za2CHgUwksFtaOhNwqyMRT++zuibnLS3p7RY6s+huGKEQruxsXFlZuLKz8ZSW7rHtyslOPXbZZ4RCKKNv4+AnYhab3q9l0jGSvgsh+o8k8EKIIUNrTesLO2h7cQe+KbnkXjEFQ25C3C+tNe8+sYX3n9nO6Gl5fPJL0/D4Un/+a7ZsYtH//ZxwYwOnXXMdsz953iFP2rXj4LS17dEa3jUx373suc+JRHp8TuV27060s7PxjB2HPzsbV3bWHvv3SM6zslAfs/tOX3l8JuUnFPfrawghhCTwQoghQTua5kWbaX9nF4E5ReRcPAnlkqEA98e2HF56YC0b3q2h/ISRnHLFZAyXgdaaFS88w8v33U0gK4dP/+hWisum7Pf5nGi050S8qYfkvLUVHKf7J1QKV2ZmZ7JtFhTgnTSx5yQ8vSi/X4aCFEIMW5LACyEGPZ10aPzHOqKrGsg4tYTMT46V5K0P4lGLZ+5eSeW6JuafP445Z6fqLRmL8cKf7mDN6y8zdtbRnH3TtwhkZgHQ8uRTtD79NK6srG5bzXU83uPrqUBgdwt4VhbekVN2J+bZ2RjpJNzskogbGRkol3yLIoQQB0ISeCHEoObELBruX0N8SwtZ540n48RRAx3SkBBuirHk9x/RtCvC6VdPZcqxIwForKpk0a/+h4adFRx/2Wc59qJPowwDbdvU/u//0vjX+wEwMjIwiwpxZWXjLi3FN2N6j63hrqxU33HDs+9Y8EIIIQ49SeCFEIOW3Zag/t5VJGsi5H5mMoHZhQMd0pBQXxlmye8/IhGzOO+mWZSW5wKw/u3Xefau32G63Vzy/Z8wduZRQKpbTNV3vkPb8y+Q/dkrCMw9hozTT5OEXAghBilJ4IUQg5LVEKXuz6twwgnyr56GryxnoEMaEirWNfLMXStxe11c/O2jyS/JwLaSvPq3e/ng6cWMLJvCeV//Lpn5BQBYDQ1U3HgjsRUrKfr+f5L7uc8N8DsQQgixP5LACyEGncTOMPV/Sc+u+qWZeEozBjqkIWH9O7t46f51ZI8IcN5Ns8jI9dFaX8eS39zKro3rOfqcCzj5s1fjMlMjscS3bqXiy9dh1dYy6ne/JfOMMwb4HQghhOiLfk3glVJnAb8FXMCftNa37nX8s8B305th4Aat9Uf9GZMQYnCLbWqm4YE1GH6T/C9Ox10gs6vuj9aa95/ezruLtjBqcjZnXzcDb8DNtg/f58nf/wrHSrLwG9+j7NgTO8+JLF9O5Q03gsvFmPv/in/WrAF8B0IIIQ5EvyXwSikXcAdwBlAJLFVKLdJar+lSbCtwita6SSl1NnAPML+/YhJCDG6RFXU0/iM1u2rBF6bjktlV98uxHV59aANr3qiibF4Rp31uKsrQvPXPB3n7Xw+TXzqGhd/4T3KLd9/82/r001R993u4i4spveduPKNHD+A7EEIIcaD6swV+HrBJa70FQCn1MHAB0JnAa63f6lL+HaCkH+MRQgxi4beraF60Gc+YTPI/J7Or9kUiZvHcn1azfVUDR581hmMvGE+0rZWnbv8l21d8QPnJp/GJa2/E7fUBqZb6xj//mdpf/gr/nDmU/P52zBy5t0AIIYaa/kzgRwEVXbYr6b11/YvA090dUEp9GfgywGhpKRLiiLLH7KpTc8m7YgrKLeOC7097S5wn71hBfUUbp1wxmeknj6Jqw1oW/+Y2oq0tnPHlrzLjtDM7x8vXlkX1z35G80MPk3nO2Yz8+c8xvPINhxBCDEX9mcB3N8uK7ragUgtIJfAndndca30Pqe41zJ07t9vnEEIMPdrRND+xifZ3qwnMLSLnIpldtS+aqttZfPtHRNsSnHPDTMbMyGP5U0/w6t/uJSO/gMv/+5cUjZvQWd5pb2fnN79F+NVXybv2ixR885sowxjAdyCEEOJg9GcCXwmUdtkuAar2LqSUmgn8CThba93Qj/EIIQYRnXRofHgd0dUNZCwoJfPMMTK7ah9UbWrmqTtXYLgUF37zaLILTZb8+lY2vPsmE+Yey1k33owvGOosn6ytpfL6G4itW8eIH/0XOZ/5zABGL4QQ4lDozwR+KTBJKTUO2Al8BriiawGl1GjgMeAqrfWGfoxFCDGIODGL+r+uIbG1hayF48k4QWZX7YtN79fywl/WkJHn47ybZpGI1vDg939Oc80uTv7sNcxdePEeF0HxjRvZcd112M0tlP7hTkKnnDKA0QshhDhU+i2B11pbSqmbgGdJDSN5r9Z6tVLq+vTxu4AfAnnAnel/OpbWem5/xSSEGHh2a4L6v6wiWRsh9/LJBGbJ7Kp98eELO3jzX5sYMS6Lc2+cyeb3X+OFP92JNxDgsv/3P5SUT9+jfPs771L51a+ifF7GPHA//mnTBihyIYQQh5rSemh1KZ87d65etmzZQIchhPgYkvVR6u9Nza6ad1U5vkkyAsr+OI7mzUc3suKlSiYcVcCpn53Ia3//EytffJbS8hmc+/XvEMzesx5bFi2i6ge34BkzmtF33417lHzDMdQppd6XBi4hRAeZiVUIcVgkKtuo/8tqQGZX7SsrYfP8X9aw5YM6Zp1WSvlJIf7539+jdttm5l14KSdcdiWGa/eIPVpr6v/wB+p/dzuB+fMpuf13uDIzB/AdCCGE6A/DOoFP1kdpuH8NuZdPxjMytP8ThBAfS2xjEw0PrMUIyOyqfRUNJ3jqzpVUb23hhE9NJJS9i79//xZQcOF3fsiEOfP2KK+TSXb96Ee0/Osxsi44n5H//d8oj2eAohdCCNGfhnUCH11Zh1UbofaOj8i7fAr+aXkDHZIQR5yO2VXdBX7yvzAdV6aMPb4/LXVRFt/+IeHGOGd8YSrVG57hxT/+i6LxE1n4je+RVThij/J2OMzOr32d9rfeIv/GG8n/6k0yoo8QQhzBhnUCn3FSCYbfJPxeNQ0PrCHjtFIyPzEGZcg/PiEOhfBbVTQvTs+u+vlpGP5h/SenT2q2tfLkHR/hOJozvzCGpYt+S+XaVcw642xO/dyXMPdqVU9WV1Nx3fXEN29m5M9+SvYllwxQ5EIIIQ6XYf3fVJkGoWOLCc4pounxzbS9VEGyqp3cT0+WREOIg6C1pvX57bS9VIGvPI+8yyfL7Kp9sG1FPc/+aRWBTA9zPmny7F3/j0Qsytlf+SblJ5+2T/nYunVUXHc9TjhM6d13ETrhhAGIWgghxOEmWSqg3C5yPjUJT0mI5sVbqP39B+R9rhx3UXCgQxNiyNF2enbV96oJHjOC7AsnyuyqfbDqtZ289tB68ktDFE/YwjN3/J3skcVcestPyR89dp/y4dffYOfNN2NkZDDm73/HN7ns8ActhBBiQEgCn6aUInRcMe6RQRr+tpbaOz4k59IyAjMKBjo0IYYMnXRoeGgdsTUNqS5pZ8jsqvujHc07T2xh+bPbKZkSwIo+zbuPLaXsuJP45HVfxePf94bf5kcfZdd//QjvpEmU3n0X7qKiAYhcCCHEQJEEfi/esVkUffUoGh5cS+OD60ieEibzk2OlX7wQ++FELervX01iWyvZC8cTktlV98u2HF66fy0b3qth7AybqrX3EG5s5LRrrmP2J8/b5+JHa03db39Lw113EzzxREb95te4QjKClhBCDDeSwHfDleWl4MszaV68mbZXK0lUhcn9zBRcQfdAhybEoGS3xqm/dxXJuii5n5lCYJZ8c7U/8UiSp+9eSeW6JsZM3cXGtx4lkJXDp390K8VlU/Yp7yQS7PrBLbQuXkz2pZ9ixA9/iHLL3yQhhBiOJIHvgTINci6ahGdUBk1PbEr1i7+qHE+xtHYJ0VWyLpKaXbXdIv/qaTK7ah+0NcZY8vuPaKpuIX/ke2x4+x3Gzjqas2/6FoHMrH3K2y0tVH71a0Tee4+Cm28m77ovS9ckIYQYxiSB34/gvBGYIwI0/m0tdX/4iJxLJhGYXTjQYQkxKKRmV10FKAq+PANPicyuuj/1lW0suf0jYu11uF3PsHNdFcdf9lmOvejTKMPYp3yicicV111HYscOin/xC7IWnjcAUQshhBhMJIHvA+/oTAo7+sU/vJ5EZZiss8fJyBpiWOucXTVokv/FGbjz/QMd0qBXsaaRp+9ZCfZG4q3P4PZ4uOT7P2HszKO6LR9duYqKG25AJxKM/tOfCM6f1205IYQQw4sk8H3kyvBQ8KUZtDy5lfAbO0lWhcm9YgqukExVLoafyEe1ND6yAXdBID27qvwe7M/at3bx8gOrMdRbtDe8x8iyKSy8+Xtk5OV3W77t5ZfZ+c1vYebmUvrX+/BOmHCYIxZCCDFYSQJ/AJTLIPv8CbhHhWj69yZqb/+QvKumSrcBMay0vbmTlsVb8IzLIv/z5Rg++TPSG601y57axrtPfAT2M0TDlcw59wJOuuIaXGb3ddf4979T89Of4Ssvp/QPd2IWyE3BQgghdpP/vB9DcE4R7qJAarz4uz4i58JJBOfKOMziyKa1pvW57bS9XIFvWh55n5mCcu/bZ1vsZtsOr/59PateeRsn/gwul2bhN/+Tsvndz5iqHYfaX/6KxnvvJbRgAaN+9UuMwL7jwAshhBjeJIH/mDwlGRTeNJvGh9bR9OgGEjvbyD53PMqUhEYcebStafr3RiLLagjOS8+uKnMj9CoRs3jmnhVsef8p7Ni75I8ew8Jv/Ce5xd2Pj+/E41R993u0PfMMOVdcQdEPvo9yuQ5z1EIIIYYCSeAPgivkIf8LM2h5Zivh13eS3NVO3men4sqQ/sDiyKGTNg0PrZfZVQ9Ae0ucJ37zFjUbH8VJbmfaKadz+hdvwO31dVveamqi8savEP3gAwq/8x1yr7la6lgIIUSPJIE/SMqlyD53PJ6SEE2PbqTm9g/Iu3Iq3tGZAx2aEAfNiSSpv38Nie2tZF8wgdBxxQMd0qDXuKudf//iSVp2PYZSMc687mtMX3BGjwl5Yvt2Kr58Hclduxj1m9+QedYnD3PEQgghhhpJ4A+RwKxCzMIgDQ+soe7uFWSfP4HQ/JEDHZYQH5vdGqfuz6uw6qPkXj6FwEy5kXJ/dm5o5PFf3kes5RVCuflc+J2fUTSu59FjIh98QOWNXwGtGX3ffQSO7n44SSGEEKIrSeAPIc/IIEU3zabh4fU0/3sTyZ1hss+fIP3ixZCTrItQ/+dVOBGL/Gum45uYPdAhDXpr3tzGc3f9DjuxgTEzj+G8m7+FL9jzzM2tzz5H1Xe+g1lUxOh77sYzduzhC1YIIcSQJgn8IWYE3ORfPY3W51OjdSR3tZN35VRcWd6BDk2IPklUtFF/3ypQioLrZuIZ1XMSKlKj87zxj3dY+sQdaKeV4y79HMddcmmPXWa01jT+9a/U3va/+GfNouTOOzBzcw9z1EIIIYYySeD7gTIUWZ8ci2dUiMZHNqT6xX92Kt5xWQMdmhC9im1oouFvazBCHgq+MB1TZlftleNoHv/F39m6/J+YHj8XfuenjJkxs8fy2rap+fmtNP3tb2SceSbF/3sbhq/7G1uFEEKInkgC34/80/MpLPDT8MBa6v64kuzzxhM8bqSMLiEGpciH6dlVi9Kzq8poSr2KhqP8/ZbbaN61jIyCiVzxkx8S6qUl3YlE2Pnt/yD80kvkXnMNhf/xbZQh3euOCIkIhGugvQ5aKmHLK3DWbeCRC2AhRP+QBL6fuYuCqfHi/7Ge5kWbSVS2kXPRRJRbxncWg0fbGztpWbIF7/gs8j4ns6vuT/XmHfzzv39CIlrN2Nmf5KLv3IjRy5jtVn09FTfcSGz1aopuuYXcKz97GKMVH0syBu21EO5Y0gl6uGb3vo7jifC+55fOh6Pk5yyE6B/yX/owMHwmeVeV0/bSDlpf2EGyJkLelVMxc+SrczGwtNa0PruNtlcq8U/PI/fTMrvq/nz0wqu8+OffoTUc+6mvccKlZ/ZaPr5lCxVfvg6rvp6S399OxmmnHaZIxT6sxJ5JeHs6MQ/X7ZWg10G8pfvn8OdAsBBChVB8FISKIFiQegwVgT8LatbAtIsP73sTQgwrksAfJspQZH5iDO7iEI3/WE/t7z8g9/KpMrqHGDB7zK46fwTZF8jsqr1xbJtn7rqHta89ics9gnO//l0mHTOp13MiS5dScdNXUabJmAfuxz9jxmGKdhixrVTi3ZfW8mhT98/hzUol5KFCGDFjd4IeKtwzQQ8WgNmHrmUlxxza9yiEEHtRWuuBjuGAzJ07Vy9btmygwzgoyboIDQ+swaqLknXOOEInjpJ+8eKwchI2jQ+tI7a2kYzTR5P5idHyGexFuKmRR3/2UxoqNuDPOorLfvgt8kuyez2nZcmT7PrP/8RdWkrpPXfjKSk5PMEeCRwbIg3dd1fZO0GPNALd/B/zZECoYK8W8nRSHkwn5qGC1Lp78H8bqpR6X2s9d6DjEEIMDtICPwDcBQEKvzKbpkc20PLkVhKVYXIumYThkX7xov85kST1f11DYkcr2RdOIHSszK7amx2rVvDEL28lEY2QN/oiLvt/VxHI7LkVVmtNwx//RN3//R+BuXMp+f3tuLKzD1/AB0FrzYq6FbxS+QrleeWYysTBQWuNox0cHNB0rnfs1+g9ymid3sZJHdcax7HRyQg63ooTb8WJh9GJNnQ8jJMIo5PtOIkwTiKSKofGATQKR6VSdMcw0e4AjjuAk+GH3Mk4bh+O6UO7fWjTh2N60S4vjmHsE5vW1TitVegWfdDvq8f36zi0J9t57ILHyPHlDPSPVAhxhJIEfoAYXpPcK6fS9kolrc9tw6qJkHfVVMw8GbVA9B+7JU7dvenZVa+YQmCGzK7aE+04vPf4o7zxyAMolc24uV9h4ddOw+3t+UJbWxbVP/lvmh95hMzzzmPk//wMwzP4R/PZGd7Jks1LWLJlCdtatw1cIG5QbhODLBQKQxko1fHo6txOHbMxVARlRTFsAxVXnWUNZaDYvd3xXIZK3d/Rtcwej13K7/Fc3e2nayy7y9S217K9bTtvVb3FuePPHbi6FEIc0SSBH0BKKTIXlOIpDtLw0Hpqfv8heZdPwVcmrTbi0EvWRqi/dxVO1CL/C9PxTcge6JAGrWi4jadv/xVbP1yG4Z7MrDM+x6lXzcTo5R4BO9zOzm98g/bXXyfvuuso+PrXBvUwkW2JNp7b9hyLtyzm/Zr3AZhbNJerpl5JW6SOOaExeOJhjGgjKtqMijZiRFKLijZitDegIg0oJ4kBGBoUqcUwTFQgHyOQhxEsQAULUKECjGARRjAfFRqR2g4VoXxZGF2S86EuYSd4tfJVTik5ZaBDEUIcwfq1D7xS6izgt4AL+JPW+ta9jk8B/gIcDfxAa/3L/T3nkdAHvjtWQ5SGB9aQrImQeeZYMk4tOSL+mYnBIb6jlYb7VoOhyL9musyu2ovqzRtZ9H8/p62hAdN3Mid+5hKO/uSYXn8fkzW1VFx/PfENGxjxXz8k57LLDmPEfZd0kry18y0Wb1nMKxWvELfjjM0cy/kTzufcjAkUr38BVjwCkbp9T1audF/ybm7u3KNveWFqpJZh+PfLcZIkEnXE4zVkZs4+pH/DpQ+8EKKrfmuBV0q5gDuAM4BKYKlSapHWek2XYo3A14AL+yuOocLM81Nw42ya/rWR1me3kdzZRs6lZRhe+ZJEHJzY+kYa/rYWI8NDwRenSzetHmitWfHC07x03z1AAG/mpznz2tMomzei1/NiGzZQcd31OC0tlP7hTkInn3x4Au4jrTVrGtewePNint76NI2xRnK8OVw86WLOH3EC0yo/Qr15H9SsAsMNI2ZCpB7mXwdlZ+1O0P25MIi/Uehvth0hHq8hFq8mHqsmHq8hHq8mGqtmayzJ+rifzVYuWxnPNsbx7rH15AWki5oQon/0Z3Y4D9iktd4CoJR6GLgA6Ezgtda1QK1SSjoKAobHRe5nJhMeFaLl6a0kaz8i73PluGU6e/ExRT6opfGfG3CPCJB/jcyu2pNkLMbzf7qDta+/jNs/Hm/WuZx34zxGTe69O1v7229T+dWvYQQCjHnwb/imTj1MEe9fdXs1S7YsYfHmxWxp2YLbcHNq6aksHPNJTmxtxr3yn/DML0A7MGounPNLmH4JeIKw4ZlU8m56B/pt9DutNZbVTCxeQzy2qzMxTyXru7ctq5UEbioZzXbGso1x7FDT2MHZxEjVk0s55BtRwnaAR7ev4Lqppw/wuxNCHKn6M4EfBVR02a4E5vfj6x0RlFJknFyCuzhI49/XpcaL//Rk/FPzBjo0McS0vb6Tlie34J2QRd5VMrtqTxp2VrD4/35OQ2UFntAJZBScxMKvzSavuPduRs3/fpxd/+//4R03jtJ77sY9cuRhirhn7cl2nt/+PEs2L+G96vfQaI4uPJofHvtDznRlk7VmETx8LcRbIbMETvwGzLoc8vcaz778goF5A4eY41gkkvVdWsx37W5F77LtOPG9zlTE3aOpMmeywziGbZ5SNhv5bEv6sUl1iwm5DKaF/JwU8jMtw8+MkJ+yoA/HifPYtne4eOzxh/8NCyGGjf78j95d57+P1eFeKfVl4MsAo0ePPpiYhgzfxBwKv3oUDQ+soeGva8j8xGgyThstE+2I/dJa0/LMNsKvVuKfkU/upyejzOHb9aE36956jefuvh2lXHgyLqZg7DQW3jSLYHbPLc9aa+p/fwf1d9xB8PjjGPXb3+LKyDiMUe/Jcize2fUOizcv5qUdLxGzY5RmlHLD7Bs4L3cWpZtehaf/G5q3gzuYSs5nXw5jThzSXWJsO5ZuKa/ukpTv3o7Hqokn6gBnj/OU8uD1FuHzjiAzYyae/BE0uUrZ6hSzKZnD+riXNRHNzngSrNQ5IzxupmX4WZjhZ1rIz/SQnzF+D0Z3fdwNP5+duKD/K0AIMaz1ZwJfCZR22S4Bqj7OE2mt7wHugdRNrAcf2tBg5vgovGEWTf/eROsLO0jsDJP76cnSkip6pG2Hpn9tJLK8luCxI8k+f4Jc9HXDtpK8+sC9fPDMYjLyx5JInsHoaaM568sz8Ph7/v3SiQS7fvhftDz+OFkXXcTIH/8INUDDRK5vXM+izYt4autT1EfryfRkcv6E81lYsoBZ1RtQy/4BFd8DFIw/BRb8AKael+oiM4ilurS0dibjna3lsV3EE6nEPBavwbKa9znX5Qrh843E6ykimDcJr7cIr3cEPu8IvN4RuDyFbE8EWNUeY1U4yqq2KKubojRbNpBqdZoQUByTFeDqkJ8Z6YS9wOM+vJUghBD70Z+Z4FJgklJqHLAT+AxwRT++3hFJuV3kXFqGZ1SI5ie3Uvv7D1P94gsDAx2aGGSchE3j39cRW9eY+sbmdJldtTut9bUs+fVt7Nq0noJxJ9HadDRTTxjFqVdOweXquUXabmuj8mtfI/L2O+R/9Sbyb7zxsNdvbaSWJ7c8yeIti9nYtBHTMDl51MksHHcOJ8ctPCv/CS/cDnYc8ifDJ34EMy6DrFGHNc6eaG2TSNTv2b88tm9/c8eJ7XOux5Ofajn3l5KVPTedlKcSdG963TR3d3tqt2zWdCTq9RFWhaOsa99J3Em1AfkMxZSgn4WF2Z2t6lNDPoIumVBPCDH49fcwkucAvyE1jOS9WuufKaWuB9Ba36WUGgEsAzJJfc8ZBsq11q09PeeROoxkX8S3tNDw97XohEPuZWX4p+cPdEhikNhzdtWJhOYPfH/swWjrh+/z1O2/xLYs8sdcSFPtSI45dyzHnDeu92Eiq6qouO464lu3MfKn/032hRcetpgjyQgv7niRxZsX8271uzjaYWb+TBZOWMhZ/lKy1z4JKx+B9rrUSDEzLoVZn4Hiow7rUI62HSeRqCEWq+6ma0uqv3kiUYfW9h7nKeVOJ+JdW8uLOpNyr3ckXm8BhtHzNx11iSQr26KsDkc7W9a3ROOdfTZzTBfT063pM9J91if6fZhD6NspGUZSCNFVvybw/WE4J/AAVkuchr+tJVnRRsaCUjLPGCNdJIY5qyVO/Z9XYTVEybt8ilzYdcNxbN5+9GHeeexhcotLcYcW0lrv49TPTqb8hOJez42tWZMaJjIapeT23xE87rh+j9d2bN6rfo8lW5bw/PbniVpRRoVGcd748ziv6FjGbnsbPnp499CPk89K3Yw68QwwD22XHq01th0mtscILV26tqQfk8nGfc51uYLdJOUj8PpGdPZDd7tzUapvffEdrdkWTaST9FSr+qpwlNqE1Vmm1OdherpFfXpG6rHY6x7y30ZJAi+E6Eo6Uw8xZpaXwutm0vzEZtperiCxM0zeZyZjBKSP5nCUrI1Q/+dVODGZXbUnkdYWnvzdL9ix8kMmHHMyzfXziLQozv3KdMZM6310p/Brr1F58zdwZWUx5u8P4isr69dYNzZtZPGWxTy55UlqI7VkuDM4Z9w5LBxzJkc17MRY8TAs+n/7Dv0YyP3Yr2nZDmt2tfLellq27nqPZOQ9xmWux3QZZHtbyXA34Tb2HqUFHJWNYRZiuovwZUwn1z+CjOAoQoGRnQm7aX78m3vjjsP69hir2qKdifrqcJR2O3VTqqmgLODjlNyMVKt6esl2y781IcSRT1rgh7Dwu7toXrQZV5aXvKvK8Ywc3DeniUNrj9lVvzAdz36GPRyOdq5fy5Lf3Eq0rZWjz/kc697Lxe1xcd5NsygY3Xty2fSPR6j+yU/wTi6j9A934S4q7JcY66P1PLXlKZZsWcLaxrW4lIsTR53IeePP41Ttw7fqX7D68d1DP876dPdDP/ZRJGHx4Y5m3ttWz5aqj3BiS5mQtZ6ynE34zAQd/xKaEyNotcbSHM+iIZpFbSSTqrYMatozaY5lYunuGw28pkGm302W302mz0w9dm6nH/1m53am343hMai0bbYmEqxqj7K6LcqGSAwrHUswPWRj15b1soAPXy/3LBxppAVeCNGVJPBDXHx7Kw1/W4uOWeR8qozALJn5bziIrm+k8W9rMTI9FHxBZlfdm9aa5U89wWsP/oWM/AJmnflllj3TTla+n/O+OovMXupLOw51v/4NDX/8I8FTTqbk//4PI3hoL45jVoyXK15m0eZFvF31Nra2Kc8r5/wJ53NW9lTy1j0LHz10SIZ+bGxPsGxbI0u3NbB+53pcyWVMzlnPlNyNZHjaAXBco8nLPZ6SopPxBWfy1tpXOGXmhfg9+9ZT3LJpjVq0xpK0RJO0RtOPMYvWPbY7jlt7bDteF06GG53pTj1muNGB3a3mRtzGF7XJTGjybMVI5WKk20W235O6AAj0fCHgcx+5N6BKAi+E6EoS+COA3Zqg4cG1JLa3Ejp5FFmfHIdyDe3+nqJn7ctraHp0I+6RQfKvniazq+4lHonw7F2/YeO7bzFh7nxGTv4Uy57aRfGkbM6+fga+YM/dzZxEgl3f+09an3qK7E9/mhH/7xaUeWi6ZDja4f2a91m8eTHPbX+O9mQ7I4IjOG/8eSwcdQrjKz5I9WuveIfU0I+nplraD2DoR601lU1Rlm5rZOm2RtZUbsPnLKc8bwNT8zaQ52tKFTQKyMs7nqL8E8nJOQ6f79Df9Gw5mk3RGKvboqxMd39Z1RalqcuQjSNNk1KXSaE2yLUgGHdwYvZeFwa7LwSiSbvX1/SYRp9b/vc+nuEzMQbx/USSwAshupIE/gihLYfmJ7fQ/vYuvBOzyb18Cq5eEhUxNLW9VknLU1vxTswm78qpMidAWqSlmeotG6lav46VLz9LpKWFk664mkjbNFa/XsXEuYV84vPluNy9DBPZ3EzFTTcRXfY+Bd/6JnnXXntIbnzc0rKFJZuXsGTLEna17yJgBjhjzBmcP+5c5oabMVb8A9Y9tXvox9mX93noR8fRrK9pY9m2Rt7b1sSKHZVkm6spz93AtPwNjAzuShU0MsjNOZb8vBPIzTmeQGD8Ib2ps922WReOdSbqK9uirGuPEksP2eg1FFOCvnT3lwDTQ37Kgz6C5oG1mCcsp9uW/47t1l5a/lujSZxe/t0pBSHv3gl+Dwl/N/v7u/VfEnghRFeSwB9h2pfV0PT4RlwhT6pf/CjpF30k0I6m5ZmthF/biX9mPrmXDd/ZVaPhNmq2bKJm80aqN2+kZssm2hrq9ihz7CVX0Fw/nW0r6jnqjNEcd1HvE1olKiqo+PJ1JCsrGXnrz8k699yDirEx1sjTW59myeYlrGpYhaEMjis+joXjF3KapxD/qn9/rKEf45bNysoW3tvWyNKtjXy0o5ZC/0am5m5gZsFGSkPbUcpBKR/Z2XPIzT2B3JzjyMiYhlL7TzDD4TCVlZXs2LGDcePG4ff78Xq9eDyezqXJ1qwKRzpvLl0djrI5Eu+c7zTbdDE9PVRjR5/1iQEf7gFu3dZaE45bqYQ/kuy1C1B3FwGRxP5b/zN9bjJ9LjTwyHXHU5DR84y+B0oSeCFEV5LAH4ESlW00PLAWuz1JzsUTCR5dNNAhiYOwx+yqx40ke+HwmV01HolQu3UT1R0J+5aNtNRUdx7PHjGSovGTGDF+IiMmlJFXUsqm9z9k7dte6ioinPzpMmacWtLra0RXrKDihhvRlkXpHb8nMPfj5UhxO86rFa+yePNi3tj5Bpa2mJwzmYUTFnJOwVwKNr3UzdCPV8DET/Q49GNrLMn725tSfdi3NvFRZSPFge1MzVvP0SM2Mzq0GZdKAC4yM2eSm3s8uTnHk5V1FIbRe/LY3t5OVVUVu3btoqqqiqqqKlpbd0/BoYFWX4CGUDb1oazOJeLd3S8+KxmjOBGj1I4zWltMMDRFbhe+Lkl/xwWAt5t9Ho8H1xCZOClhObTF9m3137ubz/rqVpbvaOZ3l8/m/FmHbgItSeCFEF1JAn+EssMJGv++jviWFkLHF5N17jjUMBqx4UjhJGwaH1xLbH0TmWeMIeO00iE/nnVPkrEYtdu2ULNlI9VbNlG9eSNNVZWdxzMLCikaPzGdsE+iaPxEfKEQiZhFc02EpuoIjVXtrH2rinjU4pPXTmf87N5v6m578UV2fuvbmPn5lN5zD97x4w4oZq01H9R+wKLNi3hu23O0Jdso8BekxmsfcwZl1etTN6Nufmn30I+zL4dpF3c79GNta6yzdX3ptibWVbdQFKhmev5GjinewpjQekyVuvE0FJxMTjphz84+ptchG6PRaGeS3rG0tLR0Hs/Kz4eSMYTzCqnyBnmvPU4TLiLp4waaUqUZrS1K7DjFiShFsXbc8RjxeJxEItH52LHeV6Zp9pjgf5x9A31BELdsXlpby2lTC/EeYBeh3kgCL4ToShL4I5i2NS1PbyX8xk484zLJu2Kq3PA4hNjtSRr+uppERRvZF00kNO/ImV3VSiap276Fms2bqN6S6gbTULEDrVMdMUI5uRRNSCXpI8ZPonDcRBzHR1N1e2ey3lQdobkmQnvzvsnisReMZ87ZY3uNofH+B6j5+c/xzZhB6Z13YOb3fQKsHa07WLxlMYs3L2ZneCd+08/po09n4bjzmG9pXB89DGueSA39mFUKMz+d6iLTZehHrTVb6ts7k/Wl2xrZ0Rgh19fIrMJNHDdqK6NDa3Gr1ARJPl8puTnHpZP24/B4uo83Fovt0apeVVVFU1NT53FvfiFWyRjacvOp8YXY5hhsisWx0/8KPIYi4WgW5GZwXkE20zP8TD7AIRu11iSTyX2S+r3X+7ovkUjQ1/9VHRcEB3sh0LE+0BcEHSSBF0J0JQn8MBD5sJamf23E8JupfvGlH39yFXF4WM1x6u9didUYI+8zQ3t2VduyqK/YTs2WjZ0Je/2O7Th2avZMf0YmIyZMomjCJPJHj8cXGkUi6qOpJkJzdXvqsSaClXA6n9PjN8kZESC7KEDOiAA5RUGyiwKEsr1UrGtk7Iz8Hm9Y1Y5D7W3/S+Nf/0ro9NMZ9ctfYPj3PwxnS7yFZ7Y+w+Iti/mo7iMUivkj57NwwkI+ERpPYM2iVBeZjqEfp12YStrTQz92Tpi0NTVCzLJtTTS0Jwi5w8wduZXjS7cyOrgGN1UAuN15XRL24/H7S/eJKR6PU11dvUey3tDQAIADOIUjSBaPpjU7j13eAFtsqO0ykkux1905AVLHMtJr8mJDG2fkZ+I9wCEr+0vHBcGBJv29He/r/z6Xy3VASb/L5aKhoYGTTz4Zn893yOpAEnghRFeSwA8TiaowDQ+swW5NkHPhRILHjBjokEQPkjXt1N+7Ciduk/+5aXjHZw10SH3mODaNOyvTN5emEvba7Vuwk0kAvMEgReMnkTdqHP6sElzukcTavTTXRmmqbifc2KU1XUFmno/soiA5RQGyRwQ6k/ZApudjdSVyYjGq/uM7tD3/PDlXXUXR976L6qWFNWEneL3ydRZvWcyrla9iORYTsyem+rWPPJERW9/scejHCN70hEmpZH35jiYiCRuvK84JpZUcV7KV0tAa3M4mAFyuEDnZ8zoT9mCwbI/3mEgkqKmp2SNZr6+vTyW3hoto4UgSI0bRlJXLLo+frZYmmh52pWPW0o4bS6eF/JSH/OQO01lLu14QHIpvB+Lx+D4XBBdeeCGzZ88+ZDFLAi+E6EoS+GHEbk/S+NA64puaCc4fkboZcpiOZDJYxbe3Un/fapSpyP/CjEE9u652HJqqd6X6rHck7Fs3Y6X7P7t9PnJHjSOUOxqPfySOLiDS6qe5NkoytrsV2PS6yCkKdGlRD5IzIkBWgR/Tc+i6L1iNjVTecCPRFSso+t53yf3857t/X1qzon4Fizcv5pltz9ASbyHXl8u5489l4dhzmNJYiVrx8D5DPzZNvIilDT6Wpod0XL2zBcvRmIbFgnF1HFeylZLgGlz2GtAWSnnIyjqK3Jzjyc09noyMmRhGKqG2LGufZL22thZHa9o9PsL5RcSLimnMzGGny8tOW9PxlzzbdO3Vqu5jUtA3aFrTj0RaayzLIh6PE4lE2LRpE3PnzsXjOXRdFiWBF0J0JQn8MKMdTeuz22h7tRLP6AzyrpyKK/PQDXUmPh6tNbG1jTQ+tA5Xpof8L87AzD10X78fLK01rXU1VG/e1CVh30QimrrN0eX2kJFXijdUjDKKSMRzaW8NotjdghzK8aaS9BFdWtSLggSzP15r+oGIb91KxXXXY9XUUPyL/yXzzDP3KVPZVsmSLanx2re3bsfr8nJa6WksnLCQ41QIc+U/O4d+1P5cwmUXsTTrTJ5vGsnS7c1sqg0D4DXhtAmtHFuyhZLAGozkChwnAigyMqaTm3M8ObnHk501B5fLj2VZ1NXV7ZGs19TUkNSa5kAGrTkFRAtH0BDKpsJw09rlT/ZYv6czUe9oWS/2uo/YG52HM0nghRBdSQI/TEVW1NH06AaU10XeZ6fiHTt0umkcCey2BInKNhKVYZLpR6c9iSvXR8GXZ2BmD1zyrrUm3NiQurl08yaqN2+gZssmYuE2AJRh4s8YieEuwrbyse0ClCsPpQxMt0FWZ7/03Ul6dlEAt3dgbgaMLF9O5Q03gmFQ+oc78Xfp1tCaaOW5bc+xePNiltcuB+CYEcewcPxCzsibSWjdU51DP2rDzY78k3nGfRoP1E6ksi31LUKmz8WCiQnmjUol7MTfx7KaAQgEJqQT9uPIyT4Wwwh1m6xHlEF9MIuWnDza84uoD2SyU5lY6Th9hmJqMN2inuFnWtBHechP6BCOciIGN0nghRBdSQI/jCWr26l/YA12c5zsheMJzh8pLXf9wIlaqWR9Z5hkRSpZt1vSfb0VmIUBPCUZYCgiy6rJvWIqgRmH76bV9uYmatLDNu7auIHqzRuJhTuGGDQwvQVoClGuIgxXEcqVRzB7z5tHUy3rATJyfINqjPrWZ56h6jvfxT1yJKV/vAfP6NEknSRv7nyTxZsX80rFKyScBOOyxrFw/ELOHX06xRXLcT78O2rLyyjtsNkzhYcSJ/Jo7BiayWBEpo8TJyiOLd5McWANTmwp8XhqxlOvd0QqYc85nuzs+bS1mXsk67uqq2k0PTSEsmnOyqEtt5Baf4iGLpMsFXrMPVrVy0N+xvu9mIOoXsXhJwm8EKIrSeCHOSeSpPEf64mtbyIwt4icCyaiepluXvTOSdgkq8IkKsMkKttIVoax6qOdx808H+6SDDwlGXhKQriLQxjplmltOUTXNuKfmttv9yZE21qp3rSR7avWsmvjRhoqtxBv3z3EoDLyUGYqUXd5R5A7cgy5I7PSLem7u794/IP75ketNY333kvtL36J/+ijGfX729ng7GLR5kU8s+0ZGmON5HhzOHvc2Swcdy5jm5tofecB8rY/hdduZ6fO5zH7RP5tn4hRUMZx4zwcM3IbowKrSUTeIxLZDIBpZpOTc2y6dX0a9fWuziEcK2pqqPH4qQ9m0ZSZQ2tOPjXeADGV+tm6gAkBH9Mz/JQHU4/TQn4KPO4BrDkxWEkCL4ToShJ4keoX/8J22l6qwF0SIu/Kcsxs6Re/P9pySFa3d0nW20jWROi4m9CV6Ukl66WhVMI+KoQROHzJWVtDC5s/WM3OdRuo276Z1trtJGONnceVkYMyi/AGiskeMZbCcRPIL8npbFHPyPNjDMFWX21ZVP/sZzQ/9DDuT5zCK1fPYlHl02xt2YrbcHNq6amcPPIsgvV+3Cv/xeTapxjp1BDWPp5x5vNh7lkEJs1nbnEVxf7VRMPv0tq2CnAwDD/Z2XPx+Y4iFh1LXZ2XqqpqNtU3sMvtpz6URWNGNs1ZudS7fej0N1ohl7FPq/rkoA+/TK4m+kgSeCFEV5LAi07R1fU0PrIBZRrkfXYK3vHZAx3SoKEdjVUXIVER3t0dpipMx+w3RsBMt6ynk/WSDFyZ/T9pluNowo0x6nY0Ubl2A9WbN9BcvY1ISyWO1TVZz8QbHEVmwRgKxoynePJkCsfkk10UwBcc2i2+TjSKVVeHVVtLctcu6u79M8m163nvtGJ+Na8GrRRTc2Yx1nsSumEshdte5tTYixxjbMDRitW+o9g55nwypk+lILiRcMs7tLQux3ESKGUSCExDMZW2tlFUVPlY09ROldtPQzCThoxsmjKyCZu7f9YlXneqVb3LjaWlPg+GdE8TB0ESeCFEV5LAiz0kayM0PLAGqyFK1jnjCZ1QPOz6xWutsRtjnS3rico2kjvb0YnUTYvK68IzKoS7a7Ke4+3XekrErM4ZSBurWti1aQuNO7fQ3rQDO1GNdhrpaPp3uTMJ5ZaSO2o8xWWTGDNjKoXjinANodZerTVOeztWbV0qOU8n6Kn1WmI11cRrdqHrGzEisT3PBV6YpXjk/BIy7fnUVU5mengbl7he5wzX+3hJ0hgYS8v0M1ETimmJr6Wp6V1sOzWKjNscR9KayM7GYpbX5VHpClEfyqIhlEVTMAsrPRyjW8HkgI/pGYHO1vXykI/sYTq2uuhfksALIbqSBF7sw4lZND6ygdiaBgKzC8i+eBLGIRyPe7CxW+O7W9Yr20juDONE0uN/mArPyC7JemkGZr6/X27U1I4m3BynuTpCU007zdURGne1UV+xnfbmCrRVg2PXoO16UvNsgtsbInvkOIrGT2T0tKmUlE8mIzfvkMd2qGitcVpadifl6SXZmZynl5padCy2z/lJU9EUgsaQpimkaA5CU0jREvLQGsyixWMysmkXLxecwdiWiVwTfJez9etk2E20Z+bSPG0uTXkBmmLrSCTqUzFRQGVkBitax7M5WUKtP4+GUBat/t1j8Ge7FNNDAaZnBjpb1ScGfLiHYBcjMTRJAi+E6EoSeNEt7WjaXq6g9YXtuEcEybuqfFCNS/5x2e1JkjvDJCraOrvCOK2J1EED3EVBPCUZnQm7uyjwsW4odWyHWLtFPJIkFk4Sa08vYYtYJLUe79xvEWtPEmmNYScbcKwatF2NdmpxrFrQqZZ/ty9IwZgJjJo8mZGTJlE0fhIZefmD4hsS7TjYzc27W8m7bTlPLTqR2Of8pNekLcNNYxDqghYNQSuVoIegMQTNAS8N3hzCKhfHysVJ5qCTOehENiOMIBP9MNofJZiswUq8yOdppsjeSlOOn8Yx42gIWsSdBpKY7LDLWB+byabEeCrNEur8OSTcqS4wCk2p28XMzBAzMoOpIRtDPkZ4ZGx1MbAkgRdCdCUJvOhVdF0jjQ+vQxmK3Mun4JuUM9Ah9ZkTt1LJemdXmDB24+5WXbPAn+4Kk2pZd48M7vNNg9aaRMwmFk52k4wniUWs1LH2JNFwgmg4QizcTiLaDjqO1nFw0o8d28QxXAmUSgAJcOI4dgwrEaGzZd3np2j8REZMmMSICalkPauw6LAnkdq2sRoaekjG63dv19eDZe1zvhXw0Z4VoCVo0hDQ1AYsaoNRGkKJLi3oEHV7cJI5GMlMvMkgmZaPkcrLOMNkoksxxhUnX7WTTStBuwWP04xhN2M7bVgusEyF5VYkTIOGLA9hf4CmgI/tjGWbM5FNyTJ2qLHUufNx0l1gvGgmeU1mZ2cwIyvE9JCfKSEfQdeR+22TGLokgRdCdDWsE/jIBx9S9b3vYeblYfh8KLcb5fGklq7rndupfYbHA243xj7HPSi3J1XO3XHM3bnP6FIW0xwyLXpWfZT6B9Zg1UbIOmssoZNLBl3s2nJI7mpPJerpsdatui4jwmR7MYuDqIIAdo6PZNBNPOnsTsbbLaLhOJGWdqKtbcTCYWLtYRLRCNqOo3VsdwLe5RGVAOLpJDxORwLeE9PjwRsM4fUH8AaDqfVAEF8wSLixic3vv8MpV32JOecsRBn912ddJ5NY9fV7dlvprvW8oQGcfd+Tk5lJLDOTlpCPhoCLOp9DjT9JTTBGfShMU2aUphAk3anPiXIMfJafbMtLoTYpcRTjlM0YFWO0jpBDGEU7tsvBMg2SpsIyFUnTIGkaxNwmre4MWs0QbS4fERUkQpB2gkQIECG13UaISkbTrLNpMXI7483FYYrfw1G5WczKzmBayMdYvxfXIPscC9ETSeCFEF0N67utosvfJ7l9O8o0wbbRySQ6mcBJJFLriSQ6kUgtySTY9qF7caV6uVBIJ/x7Xwz0UrbrttHdRcgeFxh7vU6X7e4uLMx8P4U3zqbp0Q20PL2NxM4wOZeUdY5ffrjZSYfIjlaiW1tIVoZxaiPQFEOlk3XLBWHDpsWI0ZhopT7WTLiuFXtt90l4ZzKu4/t9bdPjwxsI4g0E8IVC+EKpBNwbDOINhPAGArvXg0F8gSCedILuCQQx3T2P+GIlk2xZ/h7jj573sZN3Jx7fs2W8h24sdmPjPudqpXCysklk5RIOZtI4eiI1ZZOo9jpU++I0BNpoygjTnB0m5ougaMerIGBoQgqKgGI007ApIEEONkFD4zM0uAzazAQtngxazSAtrgyaVZCdBHmhSwLevsdjiHYdJKICxPChVe914tM2Lseh3TCZohJ8ZXQ+R+VkUR7yk+cZ1n/qhBBCHGGGdQv8pspGltz9T4wTTsTt86EUKEApOod8U0qhAEOB0g4uK4lhJTFsG8NO4kpaqUc7iZG0UFYSw7ZSZTrLWqhkal0l09tWEiOZRNlJVNJCWYnO81W6XMc6yd3bHeskEyjLSm07h/bCArcb3KkLB9LfNnQk+GbhfNx5x6OtZpJtr6FcMUhfGBgeD7gMdE0N3rFjcPm8qYsjlwvlcqUfTZSZWscwsZWLuOMm4ZjEEtAet4jGkkRiCWKxBPF4HCOhCNgmGfjJdAXJNjMwjVRClnASNMVraYxX0RjfSWN8FxG7rce3Z3r8uH0BPP4AvmAQXyhEIDMDX0Y6EU8n4750At51nzcQxBig7hVOJNJjMr77JtB6nJaWfc7Vhgs7K5tYVi5twSyafZm0uN00uhM0etppz2wlmRMmkRUBXwQ8CZTp4HdpAobGb0BAgU95cbkCaCNA0ggSNYJEVGiPFvCOBDxCoDMJjxAk2ocE3GMl8DlJ/I5DAAgqRabLINN0ke02yfF6yPN7yff7KQwGyA/4yHKbZJkuMkwXLqVoTyR4YNUGrppeRtDT/8N4CnG4SAu8EKKrYZ3A//r5Dfz2xY2H5LkGkqEd3LaF6di4HQu3s+d6aklv2/se371up45rC7fd/XOZjk1BZgmTJy9Eodix5lEi9ZswMMDlwoVCmyYRT4Ck24tlukmYJkmXC8tlYBlgGxpbOWgstE7sbgHHwu/KINc7klzviNSjZwQeV+rmWctJ0pyopTlWQ0usmrZINYloA27bwpNM4rHieJMJ3LaD27YxbQe37aQeNZhKoQxX5wWEMk1U10eXK/UNhMsFZvpiwzA696XO2+t4l3Vcxj77Ol+rcz19vKNsl+PacYgsW4YrMxO7sXGPhN1pb9/n565Nk2RWLtFQBpFsD7EMg3jIIelPYPnikBHFCcVwAnEcr03c7SZmBoibQRJGENsIYKkgUdVbAh5MJ+D+/SfgdhyvlcRrJfFYFp6khdexCClFhkuRZbrIcpvkeDzk+bzkB3wUBAMUhYIUZoTICAZxSf9zIbolCbwQoqthncC3xaI8s2YnZ04ZjdftwtEarVPdprXWOBrQoEntd7ROH9u9r2Pd0alzOqqz2+di977O49081z6vpTXascGxwE6AbYGTar3HSS+2hUqvK9tC2wl0Io6TiGIl4tixOFY0iZVIYsctrISFnbCwEja2ZWMnbRzLwbIdbMvGsR0cx9n96Dg42kanHwOuAMfnn022J59VzW+wpvmtPtS4wlBuDMPEZRj4zQC5nkJyPIVkuwvIdBfgMYLp+rOJ2bVE7CoiVnpJ1oIDWqt0vSi0A0rv3oeT2kfHz06D6rKtHL3HfqU1SoMBGFqnH9Pr6UeVPubSGqV1+piDcrquOxiORqXX91xsVDf9yLvShkb7wPGDnWGQLAiSzDZJZoAd1FgBm0jQTczvJur3EfX6aHf7aXMFiRjBvfqEf7wE3OekWsA9yQRmMoEnaeFJ2ng6k/IkPttKJeNuk1yvh1yfl3y/j7xAgMxQkGBwz8UjreBCHBKSwAshuhrWHUPvW/sG/1sfwHh1E6ZOYOokbpJ4sPBqCx8WfmURUDYhZZOhbDKVRZZyyFE2udomF4c8bVNAkmzt4LMdlLbATqYT7t0JtmPFsZJJrISNZSVJJi0sy8ZK2iSSNvGkQTzpImEbxC2DhGWQsA2StkHSMUlqF5ZjYOnUYjtga4WjNbbW6YuCVIK9v5spe2eilIlSLpRyYSgDQxm4DQPD7cJlmJguhxWR55iqjmNGzkmUZI1lJ29T29xOXUsto/MLOGqiJsMXJ+BO4lEmOp5PIlpEMjqCRGwEtpWdfj0H012Px7MOj3sHbvd2PGYFinjqBkptg3bAsdHaBsdO7XPsLsdtlD6Y93xgNGC7FLZLYe31aJup9aTLoM30Ezb9hM0Q7aafsMtPe3qJuPxEjNQSM3xECFJJKT6ixPAfcALudqL4nDheJ4nfsfHZmsxkEneiHjMWx0x0aSG3dyflGYYix+clo2vynREkGMzeJyH3+/0Y/XhzrRBCCCH2b1gn8O9u3kUydwaFkRheW5FwBbFcJmGXSZPpIukysVx9ryLDsXGrdDcVnUx1O9GpZMltJXAn0+tOEreTwOMk0utxPJ3bcTxWAncygTsZx21bqVxcGyhSC9qFwsAwDAzlSrdou/C4TEzTjWmamB43ptuD6fHg9npwe714fF48fi8enx9vMIA36McXCuINhfBlhlL9wINeTHffuzForQm/WQVPQUFeGRnXj2b5k//gqNM/hW5ySFaGaa9so6Uu2nmOK9eHZ3x6nPVRITyjQhi+vtXzfscM6Ujouyb52kbbNo4TxU62YdvtWFYblhVOrSfDRO0IbVacNitJu50kbNuEHYeI49DuQLtWRByDiHYRxSSq3cTwdS5xfMTwp9e9xPERV30fN19pBxdJLDxkOPW4k80YdhjTaiI3mcSTdAhakGErAkmNP27jjSc7W8fdVpKOtNrlcu2TeAdz9k3GOxbTHNZ/BoQQQoghZ1h3oXn1j7fx1xqLCZtW4dYOWqn0HaxG57pjuEiabhJuL0m3l4TbQ9LtSa97SZqe9DEPCdNNsmNxmanzTJOkaaa204t1AAmT4aT6t3cspm3vsZ1auuxzbLzawYuDD41Pa/yGIqAUPiDgUngNA7dp4nK5cLlcmPtZ399xl8uFXR2l/ekdELfTXVQ0Gg1BE7PQj1kYwFXow5XvB6+R7m6kcRxnj8eu67adxHEiOE4E24mgnQiWHSXqxInqOBHHIqYtotomoh3iaKIaYihiGOnFJIZJHDdxvF2S7T2Tb1v1/Wdi6mTqgkunLsBMJ5H+2SQxLQuXbeOybFyWg8ty0j+f1M/I0/GzsrpsWzam1ihD0TDGQ972BIaz56WKP+AnFAz1mIR3Xbxe76Ab5lMIcXCkC40Qoqth3fTWHDc4r/gRElkjcJlZGEaqNVu5TFwuE8Nl4jLdGC43ptvEZXpwud2p1m3TxDAVLpfGMBO4TBuXmcBlunCZBi7TTHU1UAqFAmWQHs8GW2vabJumhEWLbdOStGlO2LRZmjbbIWxBxFa0OwYRbRBTBjGXi7hhkjDdJJSbKB6Syo+lPFiGB8s4sNZet5PE4yRTSWT6BlWPlcQdj6YTTAu3ney86dVtWbtvgu1MQnff7GrYDkoBPjBcFqbLAtPGdqdG37TrDKwWhb3VwHK5SJouLFdqSRpuEi6ThOEmYXhIKA9x5SGuuibbmcQp3H+rdpe8VWkHr47j0YnUe+34xsO2yLDbybFbcNlWKtm2bQwrtbjSybjL6fgWJX2DLzYex0nfDKtS34AYBi7lSj0aqUcz/Y2Iy3DhcrswvSamy41p+DFdJm6Xu/PR7XJjGqnPSm19LevXrueYefOYOmXqHt1W5OZOIYQQQnTo1wReKXUW8FvABfxJa33rXsdV+vg5QAS4Wmu9vD9j6mrqGS4qKsMoYztKpW+CTPVXQXfeCZmiASu9xDWQTC8HyQsUppdu9bG7saMVCTzE8RHt7MrRtaXZnz7mI06qz3XM8BEz9yzXgp8YWZ3n76/fdQelbXzE8JAgho8kJo7qeczzvZk6gYcYbh3D1AlcTgyXE8elG/DpOD4njnJiaCeO0gkM7WAoG5fSuJXGbxj4TAgaBkG3QcgwCbrd+N0+fC4fPrPLo+nD58rAZ/rwm368Lm9q3eXvctyHaRzeybYsy2LDhg2UlZVJtxYhhBBC9KjfsgSllAu4AzgDqASWKqUWaa3XdCl2NjApvcwH/pB+PCwmTvoK2Tnl5OcvwDC83ZZJdTHqmtA7nYm+7jLcSarcnsl/57mpoVMOrBwa9F7lOoZPwelc72u5PY876dF10vHrVDnbSRK3Wojb1cSsGDErRpudoDVp02rZtFoO7Y6m3YZ2ByJOql94TLuIaZOYNmlTRbS4pjHBep+QrsU0HDwoPEZq8brcBFweQqZJyDTJNN1kmG6C7q5JdjY+157Jdddku2MM+CONaZqUl5cPdBhCCCGEGOT6MxOaB2zSWm8BUEo9DFwAdE3gLwDu16kM9h2lVLZSaqTWelc/xtXJMLwUFp7Va5lUC6xC9bElerhribdxx6p/8ZXpnybLmzHQ4QghhBBCHHH6MysdBVR02a5M7zvQMiilvqyUWqaUWlZXV3fIAxWHTpY3g+/PuVqSdyGEEEKIftKfCXx3nYf3HvKmL2XQWt+jtZ6rtZ5bUFBwSIITQgghhBBiKOrPBL4SKO2yXQJUfYwyQgghhBBCiLT+TOCXApOUUuOUUh7gM8CivcosAj6nUo4FWg5X/3chhBBCCCGGon67iVVrbSmlbgKeJTWM5L1a69VKqevTx+8CniI1hOQmUsNIXtNf8QghhBBCCHEk6Nfx+LTWT5FK0rvuu6vLuga+0p8xCCGEEEIIcSSRsRGFEEIIIYQYQiSBF0IIIYQQYgiRBF4IIYQQQoghRBJ4IYQQQgghhhBJ4IUQQgghhBhCJIEXQgghhBBiCJEEXgghhBBCiCFEpYZiHzqUUnXA9m4OZQEtfdi/v+18oP4gw+xNT3EeynN7K3egx/qyb6jU4aGov96OH+mfwf6uv56OHehnsL/rr6eYDuV5h/IzKL/DfT9+MPXa35/BMVrrgkP8nEKIoUprfUQswD192d+H7WUDEeehPLe3cgd6rC/7hkodHor66+34kf4Z7O/66+nYgX4G+7v+BnMdyu/woa+/j1OHh+MzKIsssgzv5UjqQrO4j/v3t93fDub1+npub+UO9Fhf9g2VOjwU9dfb8SP9M9jf9dfTMfkM9v241F/fyh3s73B3+w53HQohhrEh14Wmvymllmmt5w50HEOZ1OHBkfo7OFJ/B0/q8OBI/Qkh+tuR1AJ/qNwz0AEcAaQOD47U38GR+jt4UocHR+pPCNGvpAVeCCGEEEKIIURa4IUQQgghhBhCJIEXQgghhBBiCJEEXgghhBBCiCFEEvj9UEqNV0r9WSn16EDHMhQppS5USv1RKfWEUurMgY5nKFJKTVVK3aWUelQpdcNAxzMUKaWCSqn3lVLnDXQsQ5FS6lSl1Ovpz+GpAx3PUKOUMpRSP1NK3a6U+vxAxyOEGPqGZQKvlLpXKVWrlFq11/6zlFLrlVKblFLfA9Bab9Faf3FgIh2cDrD+Htdafwm4Gvj0AIQ7KB1gHa7VWl8PXAbI0HQcWP2lfRd45PBGObgdYB1qIAz4gMrDHetgdID1dwEwCkgi9SeEOASGZQIP3Aec1XWHUsoF3AGcDZQDlyulyg9/aEPCfRx4/d2SPi5S7uMA6lApdT7wBvDi4Q1z0LqPPtafUuoTwBqg5nAHOcjdR98/g69rrc8mdSH048Mc52B1H32vv8nA21rrbwLyLZoQ4qANywRea/0a0LjX7nnApnSLewJ4mFSridjLgdSfSrkNeFprvfxwxzpYHehnUGu9SGt9PPDZwxvp4HSA9bcAOBa4AviSUmpY/t3b24HUodbaSR9vAryHMcxB6wA/g5Wk6g7APnxRCiGOVOZABzCIjAIqumxXAvOVUnnAz4CjlFL/qbX++YBEN/h1W3/AV4FPAFlKqYla67sGIrghoqfP4KnAxaQSp6cOf1hDRrf1p7W+CUApdTVQ3yUZFfvq6TN4MfBJIBv4/QDENVT09Hfwt8DtSqmTgNcGIjAhxJFFEvjdVDf7tNa6Abj+cAczBPVUf78Dfne4gxmieqrDV4BXDm8oQ1K39de5ovV9hy+UIaunz+BjwGOHO5ghqKf6iwByL5UQ4pCRr5J3qwRKu2yXAFUDFMtQJPV38KQOD47U38GTOjw4Un9CiMNCEvjdlgKTlFLjlFIe4DPAogGOaSiR+jt4UocHR+rv4EkdHhypPyHEYTEsE3il1EPA28BkpVSlUuqLWmsLuAl4FlgLPKK1Xj2QcQ5WUn8HT+rw4Ej9HTypw4Mj9SeEGEhKa73/UkIIIYQQQohBYVi2wAshhBBCCDFUSQIvhBBCCCHEECIJvBBCCCGEEEOIJPBCCCGEEEIMIZLACyGEEEIIMYRIAi+EEEIIIcQQIgm8EEOYUuoVpdTcw/A6X1NKrVVKPdjH8mOVUqv6O64eXjtbKXXjQLy2EEIIcThIAi/EMKWUMg+g+I3AOVrrz/ZXPIdQNql4hRBCiCOSJPBC9LN0a/RapdQflVKrlVLPKaX86WOdLehKqXyl1Lb0+tVKqceVUouVUluVUjcppb6plPpAKfWOUiq3y0tcqZR6Sym1Sik1L31+UCl1r1JqafqcC7o87z+VUouB57qJ9Zvp51mllLo5ve8uYDywSCn1jb3Ku5RSv0i/zgql1HXdPGe3ZZRSpyqlXlVKPaKU2qCUulUp9Vml1HtKqZVKqQnpcgVKqX+lz1+qlDohvf9H6ff4ilJqi1Lqa+mXvBWYoJT6MP26I5VSr6W3VymlTvp4P0khhBBicDiQFjghxMc3Cbhca/0lpdQjwCXA3/ZzznTgKMAHbAK+q7U+Sin1a+BzwG/S5YJa6+OVUicD96bP+wHwktb6C0qpbOA9pdQL6fLHATO11o1dX0wpNQe4BpgPKOBdpdSrWuvrlVJnAQu01vV7xfhFoEVrfYxSygu8qZR6DtB9KAMwC5gKNAJbgD9precppb4OfBW4Gfgt8Gut9RtKqdGkpqmfmj5/CrAAyADWK6X+AHwPmK61np1+X98CntVa/0wp5QIC+6l3IYQQYlCTBF6Iw2Or1vrD9Pr7wNg+nPOy1roNaFNKtQCL0/tXAjO7lHsIQGv9mlIqM52wnwmcr5T6drqMDxidXn9+7+Q97UTg31rrdgCl1GPAScAHvcR4JjBTKfWp9HYWqYuVDX0okwCWaq13pV9vM7u/FVhJKjEH+ARQrpTqeL5MpVRGev1JrXUciCulaoGibmJcCtyrlHIDj3f5OQghhBBDkiTwQhwe8S7rNuBPr1vs7srm6+Ucp8u2w56/u11buzu2FXCJ1np91wNKqflAew8xqh7290YBX9VaP7vX64ztQ5lT6dt7NIDjtNbRvc6Hfet1n79p6Qubk4FzgQeUUr/QWt/fh/cmhBBCDErSB16IgbUNmJNe/1Qv5XrzaQCl1Imkuqq0kOpm8lWVznKVUkf14XleAy5USgWUUkHgIuD1/ZzzLHBDunUbpVRZ+twDLdOb54CbOjaUUrP3U76NVJeajvJjgFqt9R+BPwNHH8BrCyGEEIOOtMALMbB+CTyilLoKeOljPkeTUuotIBP4Qnrff5PqI78incRvA87r7Um01suVUvcB76V3/Ulr3Vv3GYA/keoOtDz9OnXAhR+jTG++BtyhlFpB6m/Wa8D1vbyPBqXUmyo1jOXTwCrgP5RSSSBM6v4BIYQQYshSWu/97bsQQgghhBBisJIuNEIIIYQQQgwhksALIYQQQggxhEgCL4QQQgghxBAiCbwQQgghhBBDiCTwQgghhBBCDCGSwAshhBBCCDGESAIvhBBCCCHEECIJvBBCCCGEEEPI/wdRoeU/aFnSqQAAAABJRU5ErkJggg==\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -4064,13 +2027,25 @@ }, { "cell_type": "code", - "execution_count": 929, + "execution_count": 77, "id": "5b016c9c-6869-4f7f-867f-a3c60fc3d0ea", "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_4154/2632659588.py:95: SettingWithCopyWarning: \n", + "A value is trying to be set on a copy of a slice from a DataFrame.\n", + "Try using .loc[row_indexer,col_indexer] = value instead\n", + "\n", + "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", + " df[\"solve_fraction\"] = df[\"solve_seconds\"] / df[\"elapsed_seconds\"]\n" + ] + }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -4088,13 +2063,25 @@ }, { "cell_type": "code", - "execution_count": 930, + "execution_count": 78, "id": "1550708b-11ab-445f-8fb0-d1bec8512f1f", "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_4154/2632659588.py:95: SettingWithCopyWarning: \n", + "A value is trying to be set on a copy of a slice from a DataFrame.\n", + "Try using .loc[row_indexer,col_indexer] = value instead\n", + "\n", + "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", + " df[\"solve_fraction\"] = df[\"solve_seconds\"] / df[\"elapsed_seconds\"]\n" + ] + }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -4112,13 +2099,25 @@ }, { "cell_type": "code", - "execution_count": 931, + "execution_count": 79, "id": "03ccbda5-d14f-42d5-9985-5e37d99fabc5", "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_4154/2632659588.py:95: SettingWithCopyWarning: \n", + "A value is trying to be set on a copy of a slice from a DataFrame.\n", + "Try using .loc[row_indexer,col_indexer] = value instead\n", + "\n", + "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", + " df[\"solve_fraction\"] = df[\"solve_seconds\"] / df[\"elapsed_seconds\"]\n" + ] + }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -4136,13 +2135,25 @@ }, { "cell_type": "code", - "execution_count": 932, + "execution_count": 80, "id": "82970b8f-789c-4d2a-8656-8eef18d1e613", "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_4154/2632659588.py:95: SettingWithCopyWarning: \n", + "A value is trying to be set on a copy of a slice from a DataFrame.\n", + "Try using .loc[row_indexer,col_indexer] = value instead\n", + "\n", + "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", + " df[\"solve_fraction\"] = df[\"solve_seconds\"] / df[\"elapsed_seconds\"]\n" + ] + }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -4160,13 +2171,13 @@ }, { "cell_type": "code", - "execution_count": 908, + "execution_count": 81, "id": "4c0056f2-1d1f-4354-9946-4f80beb0d309", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -4178,7 +2189,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -4190,7 +2201,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAmAAAAGHCAYAAAAXwu53AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAADhnklEQVR4nOzdZ3SURRuH8Wt20yvpjYQWAoTeOwoKUgUpgiCCNAEVUdEXG/besQKKqAgogvQiIFWkd6RDQg2k92yd98NkSahSAoEwv3NyQja7z84um+w/M/dzj5BSommapmmapt08huIegKZpmqZp2p1GBzBN0zRN07SbTAcwTdM0TdO0m0wHME3TNE3TtJtMBzBN0zRN07SbTAcwTdM0TdO0m0wHME27zQghmgsh9hX3OG4mIYQUQkQX9zg0TdOKig5gmnYLE0LECSHuLXyZlHK1lLJSMY2nvxBizUUuf00IMfkil58NTkKIqkKIP4UQqUKINCHEZiFE+5sxbk3TtFuNDmCapl0RIYTTdR5iLrAECAGCgRFAxvWO61oVwePRNE27ZjqAadptRghxtxDieKGv44QQo4QQO4QQ6UKIX4UQboW+31EIsS1/1mmtEKJGoe+NFkIcEkJkCiH+FUI8UOh7/YUQfwshPhVCpACvXceYA4FywAQppTn/428p5ZpC1xkshDgohEgRQswRQoRf5DiNhBAJQghjocseEELsyP+3odBjShZC/CaE8M//Xtn8GbmBQoijwF/X+ng0TdOulw5gmlYyPAi0RYWcGkB/ACFEHWAi8BgQAIwD5gghXPNvdwhoDvgCrwOThRBhhY7bEDiMmrF6+zrGlwwczD9+FyFESOFvCiFaAe/mP44wIB6Ydv5BpJTrgGygVaGLewNT8v89AugC3AWEA6nAV+cd5i6gCnDfdTweTdO066IDmKaVDGOllCellCmopb5a+ZcPBsZJKddLKW1Syh8BE9AIQEo5Pf92dinlr8ABoEGh456UUn4hpbRKKXOvdXBSbTrbEogDPgZOCSFWCSEq5l+lDzBRSrlFSmkCXgAaCyHKXuRwU4GHAIQQ3kD7/MtABc2XpJTH84/zGtD9vOXG16SU2dfzeDRN066XDmCaVjIkFPp3DuCV/+8ywLP5y49pQog0IBI1O4QQ4pFCy5NpQDUgsNCxjl3h/VsB58IXCCEcX1sA8kPRE1LKCvnjygZ+yr9OOGrWi/zrZqFmzSIucl9TgK75s3hdgS1SSsdtywB/FHo8ewAbqu7sah+TpmnaDaMDmKaVbMeAt6WUpQp9eEgppwohygATgCeAACllKWAXIArdXl7h/RwFyp53WTlU+Dlx/pWllMdQS4PV8i86iQpPAAghPFFLphe77b+osNaOc5cfHY+33XmP101KWfg4V/qYNE3TbhgdwDTt1ucshHBzfABXc/beBGCoEKKhUDyFEB3yl+48UWEkEUAI8SgFgehyROHx5I9pEVBJCNFXCOGcX/j+DvC7lNIqhPATQrwuhIjOL5QPBAYA6/KPOQV4VAhRK39m6x1gvZQy7hJjmIKq92oBTC90+bfA2/nhEiFEkBCi8xU+V5qmaTeNDmCadutbAOQW+njtSm8opdyEqgP7ElWQfpD8Av38maSPgX+A00B14O8rOGyT88aTC6SgarEeA86gZtLSgWH5tzGjZsiWolpP7ELVojnGsgx4BZgBnAIqAL0uM4apwN3AX1LKpEKXfw7MAf4UQmSiAl7DK3hMmqZpN5VQtbGapmmapmnazaJnwDRN0zRN024yHcA0TdM0TdNuMh3ANE3TNE3TbjIdwDRN0zRN024yHcA0TdM0TdNusqvpJ3TbCAwMlGXLli3uYWiapmnaTbF58+YkKWVQcY9Du3IlMoCVLVuWTZs2FfcwNE3TNO2mEELE//e1tFtJiVqCFEJ0EkKMT09PL+6haJqmaZqmXVKJCmBSyrlSyiG+vr7FPRRN0zRN07RLKlEBTNM0TdM07XZQImvANE3TNO1Ot3nz5mAnJ6fvgGroCZfiYAd2Wa3WQXXr1j1z/jdLVAATQnQCOkVHRxf3UDRN0zStWDk5OX0XGhpaJSgoKNVgMOiNn28yu90uEhMTYxMSEr4D7j//+yUqEesaME3TNE07q1pQUFCGDl/Fw2AwyKCgoHTUDOSF37/J49E0TdM07eYw6PBVvPKf/4tmLR3ANE3TNE3TbrISFcB0HzBN0zRN04qK1Wq9YccuUQFM14BpmqZp2q1j3759LuXLl6/aq1evMtHR0VWbNm1aMSsrS6xdu9a9Zs2alWNiYmJbt25dITEx0Xix23t4eNQePHhw6djY2CqNGzeOOXnypNPu3btdY2Njqzius3PnTteqVatWARg+fHhEhQoVqsbExMQOGTKkNEC3bt3K9u7dO6pu3bqVypYtW23q1Km+jrHVrVu3UmxsbJXY2NgqS5Ys8QSYN2+ed8OGDWM6depUrlKlSlUzMjIMd999d3SlSpViK1asWHXChAl+AKtXr/aoX79+papVq1Zp1qxZxfj4eOereW5K1FmQmqZpmqZdxIABkeza5VGkx6xWLYeJE4/919WOHj3qNnny5MNNmjSJb9++ffmffvrJ77PPPgv99NNPj3bo0CFr5MiR4f/73//CJ17kWLm5uYY6derkTJgw4fioUaPCRo8eHf7TTz8d9fb2tq1du9a9SZMmuePGjQvs3bt38unTp40LFizwO3z48C6DwUBSUtLZUHfs2DHXDRs27Pv3339d77333kqdO3feGR4ebl29evV+Dw8PuXPnTteHHnqo/K5du/YA7Nixw3Pr1q27K1eubJ40aVKp0NBQy4oVKw4CJCcnG00mkxgxYkTU/PnzD4aHh1snTJjgN2rUqIjp06fHXenTV6JmwDRN0zRNu7VERESYmjRpkgtQu3btnEOHDrlmZmYaO3TokAUwePDg5HXr1nld7LYGg4FBgwalAAwYMCB5w4YNXgD9+/dPmjBhQqDVamX27Nl+AwcOTPb397e5urrae/XqVebHH38s5eXlZXccp1u3bilGo5Hq1aubIiMjTdu2bXMzm82id+/eZWNiYmJ79OhR4dChQ26O69eoUSO7cuXKZoA6derkrl692mfYsGERixYt8goICLDt2LHD9cCBA+6tWrWKqVy5cuyHH34YdvLkST0Dpmmapmm3NIsFnK/q/fr6XMFM1Y3i4uJy9kxMo9Eo09LSLvrArVYr1apViwVo27Zt2meffXby/OsIIQDo169f6vvvvx8+bdq0zOrVq+eEhobaALZt27Znzpw5PtOmTfP75ptvgtetW7e/8O0KH+ftt98OCQ4OtsyYMeOI3W7H3d29ruP7Hh4eZ8NbjRo1TFu2bPl3xowZvi+99FLE0qVLMx588MG06Ojo3G3btu291uelRM2A6SJ8TdM07ZYmJSQlwckLssUdw9fX1+bj42NbtGiRF8D3338f0Lhx4ywnJyf27t377969e/91hC+73c4PP/zgBzBp0qSABg0aZAJ4eHjIu+66K/2ZZ56J6t+/fxJAenq6ISUlxdizZ8/0b7/99tiePXvOLrnOnDnTz2azsXv3btdjx4651qxZMy89Pd0YFhZmMRqNfP311wE2m+2i442Li3P29va2Dx8+PGXkyJGnt23b5lGjRo28lJQUp6VLl3oCmEwmsWnTJreLHuASStQMmJRyLjC3Xr16g4t7LJqmaZp2DinhzBlISQFX1+IeTbH64YcfjgwbNqzMiBEjDFFRUaapU6fGXex67u7u9t27d7tXrVo11Nvb2zZz5szDju898sgjKQsXLvTr2rVrBkBaWpqxY8eO0SaTSQC89dZbZ2f9oqOjTQ0aNKiUnJzs/Nlnn8V7eHjIkSNHnunWrVuFWbNm+TVr1izT3d3dfuEIYPPmze4vvPBCaYPBgJOTk/z666/j3dzc5LRp0w6NGDEiKjMz02iz2cSwYcNO16tXL+9KnwMhZcnr0VavXj25adOm4h6Gpmmapil2O5w+DRkZ4OkJZjOUL19khxdCbJZS1it82fbt2+Nq1qyZVGR3Ugw8PDxq5+TkbL3Y98aMGROSnp5u/Pzzzy87nditW7eyHTt2TH/00UdTb8woL2/79u2BNWvWLHv+5SVqBkzTNE3Tbjk2G5w6BTk54O0N2dlwA/tL3Qlat25dIT4+3nXlypX7i3ss10oHME3TNE27UaxWOHFCFd17eUFiIvTtq5Yg16y545ci/8ulZr+WLFly6EqPMWPGjLgiG1ARKlFF+JqmaZp2y7BY4NgxFcI8PODAAejUCfbtg82bYd684h6hVoz0DJimaZqmFTWzWYUvAHd3+PtvGDwYXFzg11/VWZAdOxbvGLViVaICmBCiE9ApOjq6uIeiaZqm3any8lT4cnJSS4zTp8Nzz0G5cvDTTxARoQKaXn68o5WoJUi9F6SmaZpWrHJyID5eNVl1cYFPPoGRI6FBA5g1CyIjMQElr/+AdrVKVADTNE3TtGKTlaVmvtzd1dcjR8LHH0OPHjB5Mvj6YgI6enjQxmjEZDIV52hvSWPHjg2Ii4u7iVsEFB8dwDRN0zTtemVkwPHjqtg+Oxv69IHff4dRo+DTT8HFBSvQKz2dpfYzLPWBeVu2FPeobzmTJ08OPHr0qA5gmqZpmqb9h9RUVVTv5aU+d+kCGzfC55/D00+DENiAvhYLs7zScPuqDmHjm9O6RtXiHvkNt2/fPpdy5cpV7dq1a9mYmJjYtm3bls/MzDSsXr3ao379+pWqVq1apVmzZhXj4+Odf/jhB79du3Z5PPLII+UrV64cm5WVJYYPHx5RoUKFqjExMbFDhgwpDXDs2DGn1q1bV6hUqVJspUqVYpcsWeJZ3I/zWpSoInxN0zRNu2mkhORktbejtzfs2AH9+qkC+ylToEkTdTVgiK8v047/hdNvPfBw8SQh7zhL4pfQLbbbTRnqgAFE7tqFx39f88pVq0bOxIn85ybfcXFxbuPGjYtr06ZNdo8ePcp+8MEHQfPmzfObP3/+wfDwcOuECRP8Ro0aFTF9+vS4b775Jvijjz461qJFi5zTp08bFyxY4Hf48OFdBoOBpKQkI8DQoUOjmjdvnjlmzJhDVquV9PR0Y1E+rptFBzBN0zRNu1qOfR1TU1X4+vNPePxxCAxUZz1WrKiuBoxITWViwgLEvMeoWKoy49t/yY7UPXSMuTPaUISGhprbtGmTDdC3b9/k9957L+zAgQPurVq1igG14XZQUJDl/Nv5+/vbXF1d7b169SrToUOH9J49e6YDrF271vv3338/AuDk5ERAQMDFd9G+xekApmmapmlXo/C+jj4+8P338OqrULMmTJoEQUFnr/q/hAS+zJwPK8bQIKwJ33b8Cg8XT3qHNsbV6ea1obiSmaobRQhxzteenp626Ojo3G3btu293O2cnZ3Ztm3bnjlz5vhMmzbN75tvvglet27dbbv10Pl0DZimaZqmXSmbTdV5ZWaqgvsxY9THffepovtC4evVU8f58OQEWDGGdmXa890D3+Pp4o1LXhSpiW7F+CBurlOnTrksXbrUE2DKlCn+DRo0yE5JSXFyXGYymcSmTZvcALy8vGyOJcX09HRDSkqKsWfPnunffvvtsT179ngANG3aNPPDDz8MArBaraSkpNyWWea2HPSlCCE6CSHGp6enF/dQNE3TtJLGalVnOublgcGgOtt//z0MGgTjxxe0nwDeOX6INw6+C5u/pU+V/nzY6XPchAtOOVHs2+1KQkIxPo6brHz58nkTJ04MiImJiU1NTXUaPXr0mWnTph0aPXp06UqVKsVWrVo1duXKlV4AjzzySNKTTz5ZpnLlyrFpaWnGtm3bVoyJiYlt3rx5pbfeeusYwDfffHN05cqV3jExMbHVqlWL3bJli/vlR3BrElKWvHZw9erVk5s2bSruYWiapmklhcWiwpfdrvp99e8P27fD66/DwIHnXPUdmclLiwfCsbWMqDuKwU0ew91uhMzSbN3sxJAhEBysbl5UzfCFEJullPUKX7Z9+/a4mjVrJhXNPVybffv2uXTs2LHigQMHdhfnOIrT9u3bA2vWrFn2/MtL1AyYpmmaphU5sxmOHlWF98eOFWyoPXHiBeHr3byTvDS7K+LkRl5r9j4DGg/G0+6CPS2Sv5Y60bcvGI2wf7/ei/tOp4vwNU3TNO1SCu/ruGmTWm50dYUZM1TRfT4pJW/vWcYrO17EYMrk/Qcm0yq0Jj7SA2taGL9PN/Dyy1C9OowbB5s33xl7cVeqVMl8J89+XY4OYJqmaZp2MTk5Kny5usLs2eduqB0ZefZqUkrGbJvOW7tex1k68VWr8dQIqY6fzZu8lBDGjzPw2WfQsqUKX+7uqlZf78V9Z9MBTNM0TdPOl5mpznZ0c4MvvlB7OjZtChMmgK/v2avZ7DaeX/8dn+x5H1f3MCY2+4zy5SsRbPcn+0wQ77wjmDoVHnwQPvhA7dGdm6sm1LQ7m34JaJqmaVphGRkqfDk7q70cf/9dbaj9wQfg4nL2alabheFrPmTC/q9xD6jBTw3fI6xsGYJtgaSeDOB//xMsXQojRsDzz4MQKnwZjRAeakW/Bd/Z9P++pmmapjmkpqomqzabKrBfu1aFsJEjVYLKl5eXRd+N7/L7/kl4lG7F5Or/I6BcFKHmEE7H+/H44+osx3feUbsTgTp50tUVdm7NZPPfeXTsHqSXIe9g+ixITdM0TZNS7el4+jSkpcEDD1ywobZDRkYinZY/xe97J+Fe61G+f+A7/MpGEZ4XzpF//ejTB/bsUauV/fqpQ2dkqL26x7xsptMD3vToG6jPgixk1apVHv3794/872uWHHoGTNM0TbuzFd7X8fBh1ePrvA21HRLOHKHz38+wIWkDng2fZ3yTEQTnZRJhimDHRm+GDlUtw6ZNg/r1VduwzEwICYEP3jXx02RXZr/3MRUjjlO+3XuAngIDaNGiRU6LFi1yinscN5OeAdM0TdPuXHY7JCSoWa9//oHu3VXh/ezZ54QvabNx4PgOWq0azIbkTXi1+ICfPFoRnJdFRG4Uq5d488gjqkRs1iwVvqxWtewYEQH+Xpk88egxln31GfdHjqKK4TNck0r+FFhGRobh7rvvjq5UqVJsxYoVq06YMMFv5cqVHrVr165cqVKl2OrVq1dJTU01zJs3z7tly5bRAM8880x4ly5dyjVq1CimTJky1T7++ONAgC5dupSbPHlyKcex77///nK//PKL7yXu+panZ8A0TdO0O5PNBqdOqXYTv/12yQ217WYTm09sotu6URzPPY1H+0lMzArAq3J5IrIimTPDjRdfhJgY+PlnCA0Fk0nNhEVEwJSf8xjU6ySlmUvpUs9BUAso3RUibl4jsAGzB0TuOrPLoyiPWS24Ws7EzhMvu8n3zJkzfUJDQy0rVqw4CJCcnGysWbNm7C+//HLorrvuyklJSTF4eXnZz7/dnj173Ddv3rwnMzPTWLt27dhu3bqlDx48OPHTTz8Nefjhh9OSk5ONmzdv9poxY8aRonxMN9MtPwMmhOgihJgghJgthGhT3OPRNE3TSgDHvo7Z2ersxktsqG3LzmLZ0ZW0/Xs4J8xpuHWfw/j0UnjHViIsI4qJ37jx/PPQsKHqzRoaqs50lFKFryGDrQx93I2dS/+Ebc+r8NXweyjdCYwlf/mxTp06uatXr/YZNmxYxKJFi7wOHTrkEhwcbLnrrrtyAPz9/e3Ozs4X3K5du3ZpXl5eMiwszNq4ceOM1atXe3bo0CErPj7e7cSJE07ff/+9f4cOHVIvdtvbRbHMgAkhJgIdgTNSymqFLm8LfA4Yge+klO9JKWcBs4QQfsBHwJ/FMGRN0zStpHDs65iVpZqrLl6sOtyPGaN6RABIiSUzjd9P/cXgdS9ici2FU98lfLMzHv8a1QlKLs2H77rw88/QpQt8+qlafszOVp+Dg6HfI1am/+7EvE/HUcv6FAQ1hUYTweAKdvNNfcj/NVN1o9SoUcO0ZcuWf2fMmOH70ksvRbRs2TJDCPGfm1CLQic9FP76wQcfTP7uu+/8Z8yY4T9x4sS4GzLom6S4ZsAmAW0LXyCEMAJfAe2AWOAhIURsoau8nP99TdM0Tbs2jn0dExPhkUdgyRJ48021qbYjfNntmFKT+Ob4LPqteRarVwQM+Jt3PIMJrlETv8QoXn5Gha+hQ1WfVmdnVWzv4aFmwfo+bFPh67Pv6BA8HAIbQ8NJYHQH/jN/lBhxcXHO3t7e9uHDh6eMHDny9MaNGz1Pnz7tsnLlSg+A1NRUg8ViueB2CxcuLJWTkyMSEhKM69at827WrFk2wNChQ5PGjRsXAlCvXr28m/pgilixzIBJKVcJIcqed3ED4KCU8jCAEGIa0FkIsQd4D1gopdxyc0eqaZqmlRiOfR2PHFEzXklJ8P330KZQdYvZTE52Gu8c+4V3NnyMV0Atsvst5t2UM1R19cH1aCRPPWlk40Z47TUYPLjgTMeAAAgMhB1b8li4yIV5n0+kQ+BjENAQGv0ITu4g7WDNBvfQYnsabqbNmze7v/DCC6UNBgNOTk7y66+/jpdSMmLEiKi8vDyDm5ubfdWqVfvPv13t2rWz77nnnoonT550GTVq1KmyZctaACIjI60VKlTI69SpU9pNfzBF7FYqwo8ACk+RHgcaAk8C9wK+QohoKeW3F7uxEGIIMAQgKirqBg9V0zRNu6049nXcskVNW11kQ21yc0k3ZTBq/xd8t+MHAkNbktR/Lh8v+5PKtRtg3hPGiMcMxMfD11/D/ferOv6sLDXrVaoUCHseNSse5eiy5QQceRz860HjH8HJIz98ZYF7GLjctifvXZVu3bpldOvW7d/zL9++ffvewl937Ngxs2PHjpmOrytWrJg3derU+PNvl5mZaYiLi3MdOHBgyo0Z8c1zKxXhi4tcJqWUY6WUdaWUQy8VvvKvOF5KWU9KWS+oUAGlpmmadofLzFTha8EC1Rk1NBTmzi0IX1IiMzJIsKbRb/trfLfjByKjupI0eAnvLl1MpZqNSNkYxmO9DZw+Db/8osKXxaJyXWSkWnp8oIuNcV+mw+nlBBx5AvxqQ6OfwcnzjgxfRW3WrFneMTExVQcPHnwmICDAVtzjuV630gzYcaBwF9zSwMmrOYAQohPQKTo6uijHpWmapt2uMjLgxAnVlv7TTy/cUNtmw56VSZxzNv1WPcOaY2uoVHMk+zp/wqsLZ1O1ZlMOLwvmpScEnp4wcyZUqaJWM+12KFNGNcnv3s3GvPlGhtz3J2x6AkrVgMaTwdlLh6+r9Mknn1z0vb9Lly6ZXbp02Xmzx3Oj3EozYBuBikKIckIIF6AXMOdqDiClnCulHOLrq1/gmqZpd7zUVIiLU2c3fvqp2lB78uSC8GU2Y8vOYrtzCp2XDOCf4/9Qs/3X7OvyKSN3bKR+9WZsnR7MqMGCsDCYM0eFr5wcFboc1S5dH7Azb76R+V9Nob3fQPCtBk1+AWdvFb4smeAersOXdo5iCWBCiKnAP0AlIcRxIcRAKaUVeAJYDOwBfpNS7i6O8Wmapmm3Mce+jgcOwLBhqrfXqFEFvSIAcnOxWE2sMZygy7w+HEw5yN213mF7/WE8kpXIvaUqsujbQF59RlCrlpr5iogo2FA7KkqdNNn1ATsLFhpY8PVU2vs/Cr5VoMkUcPYpmPnyiAAXn2J9SrRbT3GdBfnQJS5fACy41uPqJUhN07Q7nGNfx127VPiKi1MbanfvXvD9rCzy3JxYlLWLQfMfwyZtdIh9jxn3P8XAVcu4P6IeP7/ry6/fQ/v2qs2Eq6tazSxVSvX4MhgAu4VWzTJ4sstS2vk+Ct4xKny5+IK05Z/tGK7Dl3ZRt9IS5HXTS5Capml3MMe+jqtXw0MPqSA2ZUpB+LLZIDOTbB83piSv4OHZ/XB3dueByh8w44Gn6PvXEjoF1ueLZ1T46t8fvv1WTZplZqoWEyEhqv5rxzYrZB9j1EMLaOfbH7wqQNOp4OJXKHzpmS/t0m6lInxN0zRNuzY2G5w8qc5ufPZZtZ3Q9OlQsaL6fv7mjOmB3ozfN4UX/3qRiv4VuS9qNJ91eoQeK1fQya8xbwz2YstaePFFGD5cHTYnB8LDwcdH/btTJztbtwriV/yD979DwKscNP0VXPzPC1/exfucaLe0EhXA9BKkpmnaHchqVWc6fvcdvP32hRtq5+QgDQaSg734cOPnfLD2AxqXbkyjLr/waUA5Oq1dQ0dRnxf6eBJ/oGDF0mxWH442E9nZKnytXClYOH4W3nsGgWcZFb5cHeErR4evW4jFYuFW3S9SL0FqmqZpty+LRdV5vfYavPXWuRtqSwkZGdg93Dnl78yoFS/ywdoP6BTTiXt7zODTgHI0ysqgXUodnu/tScJR+OknFb5yc9XsV5kyBeGrQwepwteEObTxehg8IvPDV8B5NV86fDns27fPpVy5clW7du1aNiYmJrZt27blp02b5tu6desKjuv88ccfPm3atKlgtVrp1q1b2YoVK1aNiYmJff3114MBGjRoUGnAgAGRtWvXrlyxYsWqy5cv9wBYvny5R+3atStXqVIltnbt2pW3b9/uCjB27NiAdu3alW/VqlV08+bNY+Lj453r1atXqXLlyrEVK1asumjRIi+AmTNn+tSqVatybGxslXbt2pVPT0+/qZmoRM2AaZqmaXcQsxn27YNnnoGlS8/dUNtqhZwcbIEBHCGNpxc8w7wD8xhQeyC1Xe7nKc9g6mZn8sB8d0YPdcbFWTXGr15dLTM6OamzHh2TJx9/ZGf1asGi7+bR2qO3muVq+hu4BRWEL4/Squ/XrWjdgEjSdnkU6TFLVcuh0X9v8h0XF+c2bty4uDZt2mT36NGj7O7du90OHjzodvLkSafw8HDrxIkTA/r375/0zz//eJw6dcr5wIEDuwGSkpKMjmPk5OQYtm7dunfhwoVeQ4YMKXfgwIHdNWvWzNuwYcNeZ2dnZs2a5f3888+XXrx48SGALVu2eO3YsWN3SEiI7dVXXw2555570t9///0Eq9VKZmam4dSpU07vvPNO2KpVq/b7+PjYX3rppdA333wz5KOPPjpVpM/RZegApmmapt1+8vIKthXavVttqD1gQMH3bDYsEWHsyY5n2PxhrD2+lhebv0Q5SyOGtbqPBrt3cc/qGF4Z5Ux4GEz5RbWWyMwELy/VLN+xNzfSzgtPnaBTnS3Uzu0DbqHQ7DdwC749wlcxCw0NNbdp0yYboG/fvsljx44NfvDBB5MnTJjg//jjjydv2bLFa+bMmUfS0tKMx44dc+3Xr19kp06d0h944IEMxzF69+6dAtCuXbusrKwsQ1JSkjEtLc3Qs2fPcnFxcW5CCGmxWM7uqNO8efOMkJAQG0CjRo2yH3vssbIWi8XQvXv31CZNmuROnTrV+9ChQ24NGjSoDGCxWETdunWzbubzUqICmK4B0zRNuwPk5MDy5fDYY5CScu6G2tnZ4OxMXmggW5J2MXjuYPan7Oeztp8RkBnNwLvvpfqBA9SeXYl3X3Ojei2Y/CP4+anw5een2kwIodpOPD1S8u4rCQQb1lM791FwDcqf+QoBuxVsOeAZqbYbupVdwUzVjSKEuODrYcOGJXfo0CHazc1NdurUKdXZ2ZmgoCDbrl27/v3jjz98vv766+Bff/3Vf/r06XGXOsb//ve/iLvuuitzyZIlh/bt2+fSqlWrSo7ve3h42B3/bteuXdaqVav2zZgxw7d///7lRowYcdrf39/arFmzjLlz5x65oQ/+MnQNmKZpmnb7yMxUZzf27q2WIGfMUOHLbleJycuLrBB/Vp78h54zehKXHscPnScRllOJxxrfTcX4eKLHleebMW60aAUzflON8TMzVYuJkBAVvtLToW1byU8/w4FNW2H9QHAJgGbT1ZZCdivYc8Ez6tYPX8Xs1KlTLkuXLvUEmDJlin+TJk2yypYtawkJCbF8/PHHYYMHD07Kv56TzWajf//+aW+99daJnTt3nl0ynTp1qh/A4sWLvby9vW0BAQG2jIwMY+nSpc0A48aNC7zU/e/fv98lIiLC8uyzzyY9/PDDSVu2bPG4++67szdt2uS1a9cuV1CbfO/YscP1Rj4P5ytRM2CapmlaCZaeDt98o+q8ypVTFfORkaoQPy8PQkJIdxMsOrSQ4QuGIxD81mM6GeH1eTS2FGEnEwh+swzTJ7vSvQ98/I6q08/JUfVe3t4Fd3PffZLNm2HxpD9pSh/VXLXZdFVk7whfHpHgVLRlVSVR+fLl8yZOnBgwfPjwMuXKlTONGjUqEaBXr17JX331lVPdunXzAOLi4pwHDhxY1m63C4A33njjuOMYfn5+ttq1a1fOysoyjh8//gjA//73v4RBgwaVGzt2bGjz5s0zLnbfAIsXL/YeO3ZsqJOTk/Tw8LD98ssvR8LDw63jxo2L69WrV3mz2SwAXn311RM1atQw3cjnojAhpbxZ93XT1KtXT27atKm4h6FpmqYVlZQUePVV+PLLczfUzs0FKZHh4STLHGbsmcHTi58myDOIyV1/ISXXi4crVsfTAmG9DWybKRg+Cl4cqSbQrFYoXRrc3dXdpKWp8LV1K/w56U/udu6lZriazVBLjbdo+BJCbJZS1it82fbt2+Nq1qyZVFxjAnUWZMeOHSs6CusLe+SRR6Jq166d8/TTT192jA0aNKj00UcfHWvRokXOjRvpjbN9+/bAmjVrlj3/8hK1BCmE6CSEGJ+enl7cQ9E0TdOKgpSqweqAASp8Fd5QOysLnJywR0WSYEtnwpYJPL7gcaL9o5ndaw45x0wM8QvHIz0bzy4Gds4WjPkQXnxaTZhJqdpMOMIXQF6uJC/XypIfl+SHLw9o9nuh8JV3y4Wv21HVqlWr/Pvvv+5Dhw5NLu6xFBc9A6ZpmqbdmqSE/fuhXz9Yv15tqD1y5Nn9HPHzwxrgx8msBD5f/zmfrPuEFmVaML7TBI4fOE6/yErkunjg3N2btI1OvD8Out8D2VkqdIWFqXYToJYdPT0kTtYz2M6sx7jxUTC65oevsueFL/fLjbpY3KozYNqlZ8B0DZimaZp267HbYdMmVWx/9GhBe3pHvVdYGGYvd+LT4nlz1Zv8vONnulbuysf3fUz8/jgGhlUg090bOnli22tk3O/QqiZkZaothUJC8jfUBpKToXVrSfVYEz++txHjxgFgcFFnO3qWBbslP3xF3ZLhS7s96QCmaZqm3VpsNli4UO2GbbWqDbWbNFH1XgBlypDnBIeSDvDc0udYeHAhQ+sO5aUWL7E/N4+h/qVJ9AvC2s6NgOMGxs6B+mUgO39D7YAAdaYjQFIS3Hsv7N0Ln7+wFtY/CsKoOtx7ldfhS7thdADTNE3Tbh1WK/zwA4wYobYT+vlniI5WS47564ZZtjz2nN7DEwufYMOJDYy5awyP1X2MfXYbj/pFcsrXCVsbAxUzBZ/Mgyq+kJullhwLdylKTFTha/9+yZLJK2kuHgKEOtvROzo/fJl0+NJuCF2Er2mapt0aLBZ44w3VYLVyZZg7F8qXL+iQWro0qZZMNp/cTN8/+rL11Fa+av8Vj9V9jKPx8Qw3u3JcuGDpYKS+UfDlH1DRG8y5qltF4fAlJXTposLX0l9W0Vz0Ul3tm/52bvjy1OFLuzFK1AyYlHIuMLdevXqDi3ssmqZp2lXIzYVhw+DHH6FtW3XGo9GomnSFhyO9vUnKSWLDiQ0MmTeE9Lx0fnrgJ1qUacHxo0cZmePEvlKByC6C9gHw/CcQYgZhVWc6urmde3dCwPtvZiDSt9FU9gJpUTNfPjHnhi+j28XHq2nXqUTNgGmapmm3oeRk6NRJha9Bg2D8eHW53Q5ly2L39iIhK4Glh5fSZ2YfLDYLM3vOpEWZFhw7cYznUuysr1sP2dtA/2j431gINIGb4cLwdfq0uhtMqTSrsl6FL7tJ1Xz5VAa7GaRZhy/thtMBTNM0TSs+hw/D3XervR3ffBNee03t5+jmBlFRWJ2NnMg4wex9sxkwewD+7v7M7jWbasHVOH7iBC+eMLOqeRMYAM/VgUdfhFKZ4Ouqlh2dnQvu6tQpdVePPy45s28brHsUbLnQZBr4xuaHL4tqNaHDV5HYt2+fS7ly5ap27dq1bExMTGzbtm3LT5s2zbd169YVHNf5448/fNq0aVMBoE+fPlHVqlWrEh0dXfXpp58Od1wnIiKi+hNPPBFRq1atytWqVauyZs0aj2bNmlWMjIys9sEHHwQB2Gw2Hn744ajo6OiqLVu2jL7rrruif/jhB7/k5GRj2bJlq23fvt0VoFOnTuU+/vjjS25ddLOUqCVITdM07TaycaMqxEpNVRtq33OPqvfKP1XRbLdwPO04U3dNZcyKMdQIrsFPD/xEgEcA8Xk5PJ/tw5p76mN83M67dxlo0AE80yCklKrfNxSaYjh5Elq2hBMnJMumrSX4cD+wZqmZr1LVCoWvKNX/q4QZAJG7oEi7x1aDnInwn5t8x8XFuY0bNy6uTZs22T169Ci7e/dut4MHD7qdPHnSKTw83Dpx4sSA/v37JwF88sknJ0JCQmxWq5UmTZpUWr9+vXvDhg1zASIjI83btm3bO3DgwMgBAwaUXb9+/d7c3FxDtWrVqj7//POJP/30k9+xY8dc9u3bt/vEiRNO1apVq9a/f//kgIAA26effnq0X79+5YYPH346LS3N6dlnny32/mh6BkzTNE27+ebMUYHLYlEbat91l6oDi4iAwEByrXnEpcbxxYYveHn5y9xd5m6mPzidAI8A4rKzeDw3gjV1K+H6gp1v2xio1w4806FcEAQHnxu+TpxQM18nT0r++nUdDa29wZwOTaZCqeolPnwVt9DQUHObNm2yAfr27Zv8zz//eD344IPJEyZM8E9KSjJu2bLFq0ePHukAP/74o39sbGyV2NjY2AMHDrht37797FTkgw8+mAZQvXr1nDp16mT7+fnZw8PDra6urvakpCTj6tWrvbp27ZpqNBqJioqyNmrUKNNx2wceeCCjSpUquc8//3yZSZMmxd3cZ+DiStQMmBCiE9ApOjq6uIeiaZqmXcrXX8NTT6kzHH/6STXmcuwL5OpKpimTo+lHeXv120zdNZUHqz7IB/d+gLPRmfgzCYzZamFr9xg8P4Qf2hrwrwgemRATqpqsnm/pUkhIkCz/bQP1zA+BORWaTgW/mvnhy1riw9eVzFTdKMLRdK3Q18OGDUvu0KFDtJubm+zUqVOqs7Mze/fudfnyyy9DNm/evCcoKMjWrVu3snl5eWejtJubmwQwGAy4uLic3cbHYDBgsVguu7OPzWZj//79bvlhzalChQqWon+kV6dEzYBJKedKKYf4Fj7XWNM0Tbs12O3w/PPw+OPQsCH88QeUKgUeHmfDV2puKgdTDvLM4meYumsqTzZ4kk/afIKTwYm4M2d4ZXkey7o3xP+rPKbfC6XKg2cO1Ii8MHzZ7epzvz7ZHPrnbxW+TMnQ5Bfwqw02U374iizR4au4nTp1ymXp0qWeAFOmTPFv0qRJVtmyZS0hISGWjz/+OGzw4MFJAKmpqUZ3d3e7v7+/7dixY04rVqy4qjfz5s2bZ82aNcvPZrNx7Ngxp/Xr13s7vvfGG2+ExMTE5P3444+HBw4cWNZkMonLHetmKFEBTNM0TbtFmUzQsyd8+KHaUHvSJLVOGBQEYWFIg4HE7ET2Je9jyNwhLDm8hLdavsXoZqMBOHImmdHzrCwb1ITQn7KZ0doNpwDwsUHtqHM31Aa1e1Ht2rBmRR6kbCHoUH8wnYHGk8G/rgpf2Er8zNetoHz58nkTJ04MiImJiU1NTXUaNWpUIkCvXr2Sw8LCzHXr1s0DaNy4cW61atVyKlasWLVv375l69atm3U199OvX7/UsLAwc0xMTNVHH320TM2aNbNLlSpl27Fjh+vPP/8c+PXXXx9r27ZtVqNGjTJHjx4ddiMe69UoUUuQmqZp2i0oORk6d4a//1Ybag8dqqanIiPB0xO7tJOQmcC+5H08Nu8x4tPj+bbjt3SM6Yhd2jl0OpXnfjOw8aV6RM7KYNpdPmTbwVdA7dLgfN47WXy8KrhPSZF4WHfBugGQe0qFr4D6+eHLnh++XIrlKbmTGAwGpkyZcvT8y9esWePtKL53mDFjRtzFjnHixImdjn+PGDEiGUi+2Pe++eab476+vvaEhARj/fr1q9StWzcnKirKevjw4d2O63z33XfHr+8RFQ0dwDRN07Qb59Ah1Vg1Pl5tqN2unWqwGhkJLi5Y7VZOZJxg15ldDJo7iGxzNr90/YUmkU2w2W38m5DN0CWViHvJhfJLUvmlvh9puRDkDTWDwOm8dZy4OBW+0tIkK2ZsplZOH8g9AY1/hsCGhcJXpA5fxahq1apV3N3d7ePGjSvS2rTWrVtXzMjIMFosFvHcc8+dioqKshbl8YuSDmCapmnajfHPP3D//WA2wy+/QPXq4OUFISFgMGC2mTmefpz1J9YzdP5QPJw8mNlzJrFBsdjsNrYeyGLogmhOjXGmwh7J5Kp+pOdCcCmoEQBO51XxnDypTqbMzJQsn7GNWtl9IecoNPoJAhuDLQ+QOnzdRJUqVTIfOHBg9/mX7969e8+NuL8NGzbsuxHHvRF0DZimaZpW9GbMgFatVEPVmTNV+AoJgdBQMBjIteQSnxbPokOLeHT2owR7BjP7odnEBsVisVn5e1sej30dzKmXnagYb+dHH0FmLoQGQI3AC8MXqPYT7draWD5zB7VyekN2HDT8AYKa5ocvdPjSbhk6gGmapmlF6+OPVaF9TAz8/rs6w7FMGbWhthBn20z8uutXnljwBNWCq/FHzz8o7VMak9XM4lU2hn0VSsJ4f6rsSeA7JwO5uSq7xZa6cOnm4EHV5d5JmPj2nS3UzOoNWUeg0UQIblEQvjzvuPBlt9vtxX62350s//m3X+x7OoBpmqZpRcNmUy0mRo2C1q1Vj6/QUBW+8k9TTM1N5XjGcb7c8CWvrHiF1hVa82v3X/F39yfXbGLmXCNPjw8j7WcvqhxOYKxXKHYzhJaGSp7gfN5dHjiglh0f7GFHpu6CdQMh6yA0/B6C7zo3fBnOv3WJtysxMdFXh7DiYbfbRWJioi+w62Lf1zVgmqZp2vXLzoZevWDePHj0UXj2WbWlUP6eQFJKEnMSOZ11mrdXv82vu3+lT/U+vHPPOzgZnMg25THpZw/enxOIfb6BmJMJfOIaipsQ+JWGCs5w/tzVvn2q4N5qlXz7/r+IDQMgYy80/A5CWqp9HhF3avjCarUOSkhI+C4hIaEaesKlONiBXVarddDFvlmiApjuhK9pmlYMEhKgfXvYvh3GjIGHHoKwMMhvim2z20jISuBM9hlGLRnFX0f+4plGz/BM42cQQpCRk8vnn5Xi2+X+GJZBubQkPpIhlHIS+IRCOSOcvzX23r0qfNntkpVz9lAlpS+k74EG4yH03js+fAHUrVv3DHB/cY9Du7gSFcCklHOBufXq1Rtc3GPRNE27I/z7r2ozkZQEX34JbdpAePjZJUdHm4mErASGzR/G9tPbee/e9+hboy8AKZk5vPFyENO3+OK0WhLiIvjQFERpb3ANgCgDuF/kbp98EqSUrJyzl8opfSF9F9QfB2FtdPjSbgslKoBpmqZpN9Fff8EDD4Czs6r3athQzXw5qbcWk9XEiYwTHE0/ysC5AzmZcZIJnSbQNrotAKeSs3ju8QiWH/bEbVUuftLGJye8qOgLTn4QIcDrEnf9y89WUo8dolLyI5C2Hep9A+FtVfgSBnW2o0G/xWm3Lr0mrGmapl29H39UM19BQTBtmqqEj4g4G74cbSb2JO2h54yeJOckM7X71LPh68ixHAb3imL5Xk+8l2Xga8jlozOuqr+XP4QKOH9f7V27YPBgsJisBLvtp1JyX0jdCvW+hIgOYNXhS7t96FeopmmaduWkhNdfVx8NGsAXX0DlyufshJ2Rl8HJrJNsTdjKkLlD8HH14ddevxITEIOUkl37cnm8bxni8owErEhCejrzYZIXDSOcsbhDEOB33t3u3Knairm4SBIOHSHy2ABI2Zwfvu5X4ctgBI/SOnxptwX9KtU0TdOuTHY29Ounmqy2b6/6fZUtq5qtomqyUvNSOZN9hmWHl/H04qep4FeBn7v+TLh3OFJK/tlo4slHypHmIghZcoqsAF/GJjnRrLQLZlcVvALOu9vt2+Gee8DNTbJi7iEij/eH5I1Q93Mo3VmHL+22pJcgNU3TtP8WFwdNmqjwBWqLoejoc8LXmewzJGYnqgarC5+gTlgdZvScQbh3ODa7nQWLLQzsVpZcLyMBOwyklg3l01QjLSPdsLiqJcdgoHDTqm3bVPhyd5esnHeE6MT+kPQP1PkEIrvq8KXdtvSrVdM0Tbu8FSugWzewWOCzz8DbG3r3Plvv5WgzkWnOZOz6sXyz6RvaR7fni/Zf4Obkhs1uZ8oUGPN0GYKjcnBfbiHesxRjU420jnDHZAQPIIRzwxeAyQTh4ZLZk+Mod7o/JK2F2h9DVA+w5qjQpcOXdhvSr1hN0zTt4qRUNV7PPANRUarNRLNm59R7WWwWTmScIMeSwysrXmHmnpn0q9mPN1u+idFgxGK18cXnznz6ZgiVqmXg+e0BtgfV5LN0Gx39jeQJ1d0+jHOXZM6cUXs7NmxgZ9uqOAybBkDiaqj1EZTpqc52NDqDe2k1A6Zptxm9BKlpmqZdKC8PBgyAp55SocuxuXah8GWymjiafpR0UzrDFwxn5p6ZPN/0ed5u9TZGg5E8s5VXXnDn49dDadQ4lcDPd7C1fi0+Ts6li58KXwYgAigcoTZuhEqVYNy3dsg+imHzIDizEmq9D2UfUuHL4KTDl3Zb0zNgmqZp2rlOnlT9vTZsUH0fXngBSpdW/b7y5VhyOJ5+nHRTOoPmDmL3md183OZjelXrBUB6lplnh/uxcJYvnTokYnliK4tb3MtHiRl0Cy2FKf84pTn3jWjDBtXL1c9P0vauk7B+EJxeDjXfgbIPgy1HNVfV4Uu7zekApmmaphVYt06Fr4wMdZZjnz5n93N0cLSZSMxO5JE/HiEhO4GJnSdyb/l7ATidZGboI0FsWOPJI8/BmYeTWFSjDe+cTqVXiB9mwAqU4dzNtdetg/vug8BAyfL5p4g6OQBOL4Mab0G5fvnhywXcI3T40m57t3wAE0KUB14CfKWU3Yt7PJqmaSXWd9/B44+r4qvJk+Huu6FUKRAFpfEpuSmcyT7D4dTD9JvVD5vdxm/df6NueF0A4uLNDOgVyoE9roz60M72oQaWeFXh1cwc+oX4YQVMqPBVeHPtpCRHX1fJ8gUJRJ4YCAlLoPrrUP7R/PDlCu7hOnxpJUKx1IAJISYKIc4IIXadd3lbIcQ+IcRBIcRoACnlYSnlwOIYp6Zp2h3BYoEnnlDLjXXqwO+/q6koP7+z4UtKSWJ2Imeyz7Dl1BZ6TO+Bu5M7s3rNOhu+tu+w8GD7COIPufLBuydJjpzJEi94zgZDvD2wAblAJBdurh0YCF99KVmx4AyRJwbBqUVQbQxUGATWbB2+tBKnuIrwJwFtC18ghDACXwHtgFjgISFE7M0fmqZp2h0kMVE12vrqK+jbV20xVLs2eHicvYpd2knISiAlN4V5++bR94++RPlGMbvXbKL9owFYsdJGn/tLk53lxBdfniKu1EJ+6NmdEWcSGWkEO5CNKrj3KHT3q1erLSUB+nQ9TemTg+DUAqj6EkQ/psKX0U2HL63EKZYlSCnlKiFE2fMubgAclFIeBhBCTAM6A//e5OFpmqbdGbZuhc6d4fRpeOst6N8fQkPBWBB0bHYbJzNPkmPO4dvN3/LZ+s8AGFZvGCFeIQDMmCl5flgEAQGCTz5NYPPJmXw54gkGJybyfHAQEsgCwjl3c+1Vq1RD/UqVYOOq0xg2PQYn50HsaKg4vCB8eUSoPR41rQS5lV7REcCxQl8fByKEEAFCiG+B2kKIFy51YyHEECHEJiHEpsTExBs9Vk3TtNvb1KnQtCmYzfDTT/DYYxAefk74stgsHEs/RqY5kxf+eoHP1n9Gjyo9+Kb9N3SK6QTAuG8NPD0wnPIVBN9MTGTP4V/4YMQT9E1M5NWgIAAyUU1WC2+uvWIFtGsHkZEwf0Yyhs3D4MQcqPIcxDyZH77cdfjSSqxbqQj//AbIAFJKmQwM/a8bSynHA+MB6tWrJ4t4bJqmaSWDzQajR8NHH6mlxrFjoWZN1d2+EJPVxPGM46TmpvLEwidYf2I9o5uN5on6TyCEwGaTvP6qM+M/DaJpc8kL4wQLS5Xiq9aj6JaYyNtBQQggAwjk3M21//oLOnaEcuXgrwUphMQPgeN/QOVnodJIsGaB0RM8wnT40kqsWymAHUfVZjqUBk5ezQGEEJ2ATtHR0UU5Lk3TtJIhNRV69YI//4QePeD111UKcju3JD7Xksux9GOczDrJgNkDOJl5kq/bf03nyp0BMJslzzzpwR9T/ejcVfLEC6ks8XbjqzAP2gOfBAVhRM18XWxz7d9+g/LlVfgKjh8Kx2dCzFNQ6WkdvrQ7xq306t4IVBRClBNCuAC9gDlXcwAp5Vwp5RBfX98bMkBN07Tb1r//Qv36avrplVdUj6+KFS8IX5mmTI6mH2VX4i66/daNtLw0fu3+69nwdTrBTtu7/fljqh+PDZeMGJNB3O+f8GG4G62k5CvUX/ZZXLi5ts2mPn/1Faxemkbw0cfh2HSIeUItPdqydfjS7hjF1YZiKvAPUEkIcVwIMVBKaQWeABYDe4DfpJS7i2N8mqZpJcqsWdCwIaSlwfffq15fERFnN9N2SM1N5UTGCZYeXkrvGb3xdfVlzkNzqB9RH4AdOyRtW4Swb5cbPXpBj8eySPj5XYa+9RpNU1IYLwQuQA7gzrmbay9eDLVqwfHjYLSm43focTg6TRXbVxmtw5d2xymusyAfusTlC4AF13pcvQSpaZpWiN0Ob7yhlhpjY9XG2nXqqOaqhUgpSc5JJjE7kR93/Mj7f79Pg4gGfH//9/i7+yMlTJsiGDMqBGcnA4+PELTvl0Paj2/S/923qJOezsTAQNxRfb6cUWc8OmLUokXQpQtUqQLuhgzY/CTET4EKQyD2RRW+nLzAPVSHL+2OIaQsefXq9erVk5s2bSruYWiaphWfzEzV12v2bFXx/s47UKHCOf29QPX4SsxO5EzWGd75+x2m7ZpGl0pd+Pi+j3FzciMvD14e7cbUif7UrGXno28MWILAPPV9ej07gkq5uUz198cXyEPNeEVS8Nf9ggVqZ6OqVWHp/Az840bAkR+h/EDV5d6WDc7e4Baiw9d1EEJsllLWK+5xaFfuVirC1zRN04rCoUPQqRPs2wejRsHw4WrJ0cXlnKvZ7DYSshJIyErgmT+fYVX8Kp5q+BTPNXkOIQTxcYKhj/qyY7MHfftJBr1gIFeasBxaS+8Xn6NsZiaT88OXCZCcG77++kuFr+rVYcn8TPyOPJ0fvgbo8KXd8UpUANNLkJqm3fH+/BN69lTLj+PGqU6nISHn9PcCsNqtnMg4QXxaPI/Ne4yDqQf5pM0n9KzWEynhz0VGnhkWQG62kY8+l9TqJLAbbGTO/Y5+j/YnJCeHKb6++AMWLr65ds2aai/vT97PptThZ+HwRCj3CFR/Q53t6OIDbqHn7DWpaXeKEvUnhz4LUtO0O5aU8OGHqrtpUJDq9fDAAxAWdkH4MtvMHE07yraEbfT4vQcns04yuetkelbridUKH7zjxsCHgvHxNjB5rqBKB4Gbu2TWvmX0eOJxcjw8eMzVlRBU8MpDzXw55tfWrAGTCQICYOK4HEodGQWHJkDZPlDjbR2+NI0SFsA0TdPuSLm58PDD8Pzz0KoVTJsGTZqoBHRewMmz5hGfFs+yI8t4aMZDuBhdmN1rNs2jmpOYKOjbw4ex7/tzbxs738034FEOCIInrSf4vE0b+m3YwJdC8KCzMzbUGY+FN9eeORNatlR1/1hzYdvzcPBbKNMbar6nOty7+Orwpd3x9BKkpmna7ezYMbWf49at8OSTMGKE2t/H1fWCq2abszmReYIpO6fwxso3qBlSk0ldJhHoEcSmDU4MH1CKhBPOPPeKjdYDjAhgVzi8jhkXqwe/fPstdz/2GKA2187i3M21f/9d9Xlt0ABGP5cH20bDga8gqifUej9/5ssP3IJ1+NLueCUqgEkp5wJz69WrN7i4x6JpmnbDrVoF3btDTo5qMdG5s1pydLrwV3tGXgbH0o/x0bqPmLRtEu2i2/FFuy9wMbjzwwRX3nrZDy9vybjpktK1jeAMn4fBXAPctWodE6ZOxfPLL0EIJKrLfTjg2MDot9+gd29o1AgWzjPhffhF2D8WIrtD7Q/zZ750+NI0hxIVwDRN0+4YX38NTz2lzm78/nvVaDUwEAznVpZIKUnNS+Vw6mFeWPYCSw8vZUjdIbzc/GWys4yMetabWb96U6eBhdfGO+PsCQm+8EopOCngeeBpLy/sn38ORiNW1LJjKOCots3MhCeegMaNYcFcE95HXoa9n0LprlDnE7DmgEspHb40rRAdwDRN024nZrNqK/H999C8udpUu1IluMjJR1JKzmSfYX/yfh5f8Di7E3fzdqu36V+rP/v2Ghn+qC97d7vR9zELfUc7I62wIBK+dIWI3Fzm//UX1Tt0wF6nDqCarDpaTXgWuh9vb9VyomykGa8jr8GejyCiM9TW4UvTLkUHME3TtNtFQgJ07Qr//AODBqkeX1FR4O5+wVXt0k5CZgKbTm1i2PxhpOWl8UPnH2hV9l5mz3Rl9FOlsNkE706wULu1MxkG+CAKNhiga1IS39WogVdwMImtW2N3cSEbFbpCKXjjmDwZ4uPhpZegWhUz7Hwd/n0PwjtCnc/Bngsu/uAWpMOXpp2nRJ0FKYToJIQYn56eXtxD0TRNK1obNqhthLZuVRtpv/QSlC9/0fDl6PG1+NBi+szsg91u54+ef9As/F5ef8mLxx/1JyjUzriFkjotndnuBQNLw24DfHH8OL/FxODt4UHywoWYXVzIQm2qHUFB+PrxR3jkEVi2DCwmC+x6C/59B8LbQ90v8sNXgA5fmnYJJSqA6T5gmqaVSJMmQYsWKsj88gs89JCa+XJ2vuCqFpuFY+nH+Gn7TwyeO5hIn0jm9p6Lb151ej/gx3df+dC6s4mx853wCzMyPgL+FwDlBCw9doxhDRqAmxvJS5aQGRaGHSgL+FGwsfakSfDoo6rjxbw5Fpz3vQO734SwtlD3K7Dn5YevQB2+NO0S9BKkpmnarcpqhWefhbFjVW+HTz5RO1r7+V002JisJo6mH+Xjfz5m3OZxtCzbkq/bf8u2f/wYOdSPlCQDI9/OpePD7sQB75SGIwZ4HBgFlJo7F2EycXrVKtLLlcMPCAQKt3EdPx4eewzuuQfmzrbifuQD2PUahLaBel/r8KVpV0gHME3TtFtRcrJqMbFihWqyOno0lCkDXl4XvXqOJYeDyQd58a8XmX9gPn1r9GVMs7f4/msfPn7bF79AK5/+YaZKrDtzvOAbP/ATMBVo7jjG8OGkde+OOTiYCApaTBS2fbv6PPBRG+5xH8KOlyHkHqj3DdhN4BoIrhc2gNU07Vw6gGmapt1qduyA+++Hkyfh7bdVd9OIiIs2VwXINGWy88xOnlz4JFtObeGVFq/QvcxQnhxYikVzPajbPIcXv3ZGeLoxJgz+doPWwCdAQHY2fr16kfHSS6Q2aoRbcDBlKdhWyCEhAUJD1SRcy7ttdK70CWx/EYJbQv1xIM06fGnaVShRNWC6CF/TtNve9OmqoVZODvz0k6p0j4q6ZPhKzU1lzdE1PDTjIf498y/jOo6noXicrm2DWDzPnYdGZvL+ZDeO+DkzuAxscoW3gR8Af5MJv65dcV2wAPPJkwQAUVwYviZNggoVYN06cDXm0L3qJzjv+h8E3wUNJoC0qPCllx017YqVqACmi/A1Tbtt2e3wwgvw4INQsaLa1+eee9TM10U620spScxOZN6BeTw04yGyzdlM6fob6eu60bNTEGfOGHh1UhYDn/LiOx8DoyIg0ADzBfQHhM2GX9++uP35J4kTJhDQtSuBFBTaO0yaBAMGQNMmdmpGH4PNz6j9HQMbQ4PvVPhyC1LhS9O0K6aXIDVN04pbero6s3HhQujWDcaMgbJlwcfnole3Szuns07zy45feGn5S0T5RvFt65+Z+H5VpkzypkL1PF4ZZ8WptDePh8A+F3gEGAO4A0iJz/DhuE+fTvpHH+E/YMBF3wwc4eveVlbmjPsTt3WjIGOP+mbUQyCtqsGqq/+NeFY0rUS7qgAmhDAAXlLKjBs0Hk3TtDvL3r2q3uvwYXjlFejbF0qXvmh/LwCb3cbJzJN8tPYjxm4YS+PSjXkxdiKj+pZj2yZX7n0onWfecGOFtxdjg8ENmAjcV+gYJosFeeYMeS++iM+zz14w6wXw998wYICkdcts5r01Buf1X4KLryq2FwYIaKjDl6Zdh/8MYEKIKcBQwAZsBnyFEJ9IKT+80YPTNE0r0ebOhT591BLjxIlw110QHn7R/l6gGqweTjnM6GWj+WPvH3Sr3J3W1s/pf38ImVmCJz5Mpl1PXz4s5cRyb2gCjAXC8m8vgWyzGRcXF1x+/x1XwyWqUKSkcd0MJn24i4crPY7h8HYI7wA13wVnX7Dl6PCladfpSmrAYvNnvLoAC1A1mn1v5KA0TdNKNCnhrbegc2c12zV9OrRpA5GRlwxfZpuZnQk76Te7H3/s/YMR9UYRtnkCw/uF4exp44OZqVTp7ceAMCdWe8ELwDQKwpcVMEyYQLn69YlKTMTVaLxowfxv06zE/Xscw553eSTiHgy58aq/V/1xYHRXZzt6RunwpWnX6UqWIJ2FEM6oAPallNIihJA3dljXRgjRCegUHR1d3EPRNE27uOxs6NcPZsyA9u1VECtbFkqVuuQZhLmWXP45/g9D5g7hWMYxXmvwBcs/GcjKpe7UvTeT0R9bWVA6gB/9oDQwS0DtwrcHPH7/ndChQxH33XfRjbuRkp8m5vDGS6dY8PIj4P8PhLaGWh+oMxytmeDkDe4hYNDlw5p2va7kp2gcEAdsB1YJIcoAt2QNmJRyLjC3Xr16g4t7LJqmaRc4ckTVe+3erTbSHjRIzYB5el7yJlmmLBYcWMDwBcOx2m28UOE3vhvWgZPHjTz0XCKdn/TijUBvdrpDVwnviIIGqhLIAvyWLCGod29E48bq7EqX8xpN2PL46ft01v/+Ozvffx43dyeo8SlE9gC7GWzZ4B4Gzj66zYSmFZH/DGBSyrGoMgIAhBBHgZY3clCapmklzrJl0KOH2l5o/Hi1kWLp0heGoULS89L5cduPPL/0eUI8Q+mU+xvvD6iHm7edMZNOYWgTxKAAZ6RB/ZLuVigbmYE8IHz9ery7dEHExsK8eeDhUXAlaQdTCjN+PEx4/It81X8ZtoC7EPU+ArcwFbwMLuBRFowX70OmXb2k7CRWxq+kY0xHXJ3083qnuuo+YFKx3ojBaJqmlThSqvbx990H/v7w22/Qrp3aVugS4UtKSVJ2Em+vepuRi0dS2b8aVTet4KuXGlCmWh4fzEli4/2hjAl2poKAPwV0K3T7HDi7ibZP6dKI1q1h8WK1zOlgzYXMI9j3j6Oty700iVmPKfYDjM1+AddgteTo7KfqvXT4KhLJOckMnTeUil9W5MHfH2Te/nnFPSStGOmFfE3TtBslLw8GD4bJk1VT1ffeU/VeAZferkdKycnMkzz757P8uvtXmgV34sy4n1m43Zf2A5Jp+7KBNyNCOO4seNwOzxnAUbZvA7IBXyD41CmMwcGqkeusWQV3YLeBKRky9iJ3vorhzApcQppgrfYJroGRKpgJCZ6R4HTppVHtytnsNsZvHs9Lf71EhimDYfWG0SCiAR1jOhb30LRidMkAJoQIk1KeupmD0TRNKzFOnFD1Xlu2wBNPwPDhKgxdorkqqAarB5IPMGTuEFYdXcU9nk+x4cUPsVqMjPz8OKY+gTzr74afVGc4Niu0hpGHOtMxHPA5dQqaNVPLnBMmFFzJmg05p+D4LExb30LazBiqvYlLpf4qxFkywclLF9oXsUdmPcKUnVNoWbYlY9uNpVpwteIeknYLuNxP2EQhhB+wAlgErNFLj5qmaVfg77+ha1fIyoIvv4S2bVX4cnO75E2sdiubTmyi/+z+HEw5SJOMz/nr9ScpXdHC0K9PMLtxOBs8jNxjhc+cwNEEQqJmvVxRZ0C6pKSolhZnzqjZNwC7FUyJkHkIdr0FCYvZfKAx47ZO4Jv2/rhIE9hNqreXSyldaF8ETmWewsPZA183X4bXG07nSp3pEdsDoZ9bLd8lA5iUsp0Qwg24G3gA+Ci/AH8RsEhKefTmDFHTNO02Mn48PPkkhITA999D9eqX3M/RwWwz8+ehPxk4ZxBZpmwqbJrF2rkdaXZ/Bi0+zeWjqNJkGwRvWuFRp4L9Gq2o8BWECmSG7Gzo0AH271fbGtWvD+ZMMCXAiUWw6zVspmxemPY+27KfYNavaXi4ZIE0gmcZMF46IGpXxmwzM3b9WN5Y+QaD6gzik/s+oWlU03OvZDPBiXkQ0VHX193BLjvHLKXMIz9wAQghygHtgC+FEKFSygY3foiapmm3AYtFBa9x46BpU/joIyhXDoKC4FId54E8ax6Tt0/mqUVP4YYfblNXcXh/LR59PYG0EV68UyqEaAv8JiG20G/snPzPZYCz5zX27QsbNqgeY3c3h5yTkHMU/n0PTswh2V6LFqMnE1Yxmjm/nsHDJVsV2rsFqe2FtOuy5NASRiwawd6kvXSo2IHh9Ydf/Ion5sGaB6HZbxDV7eLX0Uq8q1rkl1IeAb4GvhZCXPrcaU3TtDvJmTNqyfHvv2HgQBg5Us16Xaa5KkCOJYf317zPW6vfItBeneSx8/FzD+HJWSeZc08Ih1yd6G2C113AI/8wdlRvL28ghPN+iT/3HHTpAu1bQtYROL0CdrwC5lSo8hwnTE9RrZE/P3x1Ag93G7iVBmevG/KU3GneX/M+o5eNpoJfBeY+NPfCAnu7DbY9Dx5RUHGoCl8Rugj/TnbNVZZSSnNRDqQo6E74mqbddJs2qdCTlKRmve6/X4Wvwv22LiI1J5Wn/3yGH7dPIjCtPWe+/pUaDYzUnZTCN+XCcZWCcSboWGiFyoTq7xWKOtNRgGpzsXIl3H03NKgDNSIgYz/s+QCO/Q4+VdgXOI2YmErUwM6v3x8FJw9wjwTDxbc90q5MnjWPTFMmQZ5BdK3SFZu08UzjZ3BzOm8p15oDax+G439ApafUsqOe+brjlag5ZynlXCnlEN+LbbOhaZpW1H7+GZo3B5sNpk1Ts2Blyvxn+DqRcYIe0x/kx+2T8N73OEljZ9NlhAXP+TZ+qBBMdbPgT3tB+HJ0tAfV26sUBXVgjB4NLVvCkrmQHQcJf8HqzurNPuYppp5ZTmyru5n0kwtYs1ShvUdpHb6ug5SSOfvmEPtVLIPnqhMdKgZU5MXmL14YvnITYOndcHwW1P2cA3U/ox3qLFbTTR63dmu5ohkwIYQ7ECWl3HeDx6Npmnbrs9nUct+nn0K9evDZZ6q/V2goGI2XvJmUkn8T/6Xn9N78m7QT52Wfwc4neeSPJBa28yfFychTWfCMBzjl/3ns6O3lhyq2P+ev5vffhw8+gMEPQ51w2PkmxP8C3hWhxXf8srgxjwwuxV1Nc+nZNRO8yupC++u0P3k/Ty16ikUHF1E1qCpPNXzq0le25sCfTSDvNLSYBaXvpxxqFrM3MJ1zG+hqd5b/DGD5y3ofAS5AOSFELeANKeX9N3hsmqZpt56UFLWl0F9/Qe/e8L//QXj4ZZurgurxtSpuNQ/93pvErDTkr7OIcm9Lpc1pTC4XRKgFpmYLmhYqycpF1XxFULC/41njvlWzX907wOh2sPoByDkO0UOhynP8Mt0vP3zlMO+PLDz8osBw6XCo/bc5++bQ/bfuuDu78+l9n/J4/cdxNl5mJtHJA2L/R2JAPUb41+VzIBhYAMwDdAXYnU1IKS9/BSE2A62AFVLK2vmX7ZBS1rgJ47sm9erVk5s2bSruYWiaVtLs2qVqvI4fh9deg+7dISwMvC+IR+ew2W1M3f4bj81/DHO2J9Yf53FX90qcetfIfk932mZK3ncWBOZPTjmWHD1Q9V4XvMX/ux2q14H7msBLFSD+R/AsC3U+g4D6HD1mJLp6MM0a5zJvtg2PUpcfn3ZpUkqSc5MJ9AgkJTeFV/56hTF3jSHEK+TSNzr0vSq2D2vNUqAPkAn8Adx3g8YphNgspax3gw6v3QBXsgRplVKm6+Zxmqbd0WbMgH79wN1d1X7Vq/efzVUBLDYLH67+nFdWvgDJlTD+Oo92E/xZ2cEdMPBGCvTzEWfbhFlQXe2DUMuO5/zmtdvAlAQRrjD5OXD/FeLXQPkBEPuCmnGRkqjQNOb9LmjWyg8Pr8vXo2mXtuP0DkYsHEG6KZ1Ngzfh7+7PVx2+uvQNpB22vwz/vos9qgevhrXmbaAK8BdQ9SaNW7s9XEkA2yWE6A0YhRAVgRHA2hs7LE3TtFuE3Q6vvgpvvaWaqn75pervFRZ22eaqALnmPB6fO4ofdn0Fh1oTvH0qZTe6sjDKiyq5dj7OE9TwK1i5zEHVeEUB7ucfzJoNK+arvRr914EcDzIcmv4GQarR55Rpzvh4mujYJYg2nfx0R/trlJqbyqsrXuWrjV/h5+bHO/e88983subCuv5w9DeoMJjX63/FW8CjwBeA3lVTO9+VBLAngZdQJ2xMBRYDb97IQWmapt0SMjKgTx+YNw8eeADGjFHB6z+aqwIkZabRbeojrDo1FzYPonrpTziz3pWNrs48nGJntIsBPz913XM20QbOqdRybCO0ZQM8OwAGWCDIDGX7QNUxZ/t4TZlqoO+QQFrfa6fDg0adva7RztM7afVTK1JyUxhadyhvtnoTf3f/y9/IkgXL20DSP9hqfYCxyihGCEEVoNdNGbV2O/rPACalzEEFsJdu/HA0TdNuEfv3q3qvAwfg5ZdVEAsLgytoc7PnVBwdJvfgSM4m+Osd6j/3FFs7uFPKaueLBGjvb8A1v8VEHmrZMRw4Z5tuKdXm2KbTcOAQTOgNo3JU1/p6n0JIy/zr2VT4eiyEFi1gxkwdvq5FhikDH1cfKgVWon3F9jzd6Glqhda6shs7eWIvVZ2plZ/h66jurAAC0OFLu7wrOQuyHvAiqv3M2evfykX4mqZp12XBAnjoITXLNWkSNGp0Rc1VpYS/9m+l27RupFtP4r5xCqWndmVjuCtNMiy8meNMxWDVqcKxibYLUC7/81k2s2pdYMuBI5vhr/7QxgI+90GzT8ElPwTa8pjymzt9HwulRQvBvHngqde6rsqZ7DO8sPQFFh9azJ7H9+Dt6s2PXX68whuvAvdwjnlH81CDcfwNDEbNaOoua9p/uZIlyF+A54CdqDOiNU3TSiYp4b331IxXdDR8/TVUqKDaTLhcfvc1q1Uy/p8FjPzzESxmQYhtMTlzmhHvJBiRYGawqwt+Iaosy4qq9wokfxPtwvdvSVfhSwKHJ8Luj8BTQuAYaPZYwfWsWeDkzrptwTp8XQOr3crXG79mzPIxZFuyGdlwJFd1stmRybB+AAlh7ah112zMqDfL3jdqwFqJcyUBLFFKOeeGj0TTNK045eaqsxynT4e2beHtt9WSY3DwZZurAmTnSp6f8x3f7H4SmV6GqNZ/cLRTLGVyzbx6StA8yOXs5FkuKltFUWgTbQCbCfISwJoHuSdhyzOQtg1KdwLPQVA1v8OA3QK2XPIIxs3Dj8/HCkym/zwZUyskOSeZlj+2ZOeZnbQu35qx7cZSObDyld1YStj1Bux8DXtISzo3nkQk8BsQcyMHrZU4VxLAXhVCfAcso9DOCVLKmTdsVIUIITxRG4CbUb3IfrkZ96tp2h0kLg46d4adO2HUKBgwAEJCwO/yZxJKCadSrfSZ9CorMt9BpDUn8LnpHI0MoWNSNs9ku1EuzIiLy2U20ZZ2MKepQnuMEPcL7Hkf8gRUfgdq9Cu4Q1sOIJg2rzyjX3Jh+XJ1QqYOX1cmz5qHm5Mb/u7+1A+vz+t3v06Xyl2ufObLZoL1gyHuZ6zl++NUfxy/Gl0IBfR/gXa1rmQvyEeBWkBboFP+x3U18BVCTBRCnBFC7Drv8rZCiH1CiINCiNH5F3cFfpdSDgZ0931N04rW8uWqp9ehQzB+PAwaBKVLg7//ZcOX1QZbj+XS5IMBrMh8Bxd7L4wf/okpLIBX4jN43epBdGkVvsyoeq8QVLH92fBly4PseNXbK/cMrO0Nu9+Eo37wlAn2lVLXkzawZICTJ9PmlqPPIy6UKaMm57T/ZrKaeG/Ne5T5rAxH048ihOD7zt/zQJUHrm7ZUdpIydzPWzXe4umGE8HoQll0+NKuzZXMgNWUUlYv4vudBHwJ/OS4QAhhBL4CWgPHgY1CiDlAaVT9GajaRk3TtOsnJYwdq2a8SpeGyZMhJkYV2ztOUbyEHBPM25rIwCk9yQpYjke5l8jp+yY1snN4Pt5K7WAffH1VfstGtZUoQ6E3arsNTClgTgaDCxydDrvfAoMr7GgE76+DD16HHp1VSJMWcA9n2kwf+vSFZs3UeQK65uu/LTq4iBELR3Ag5QBdKnfBIK5k3uE8WYcxuwYy2tmHL+9dRXWjC78V/VC1O8yVBLB1QohYKeW/RXWnUspVQoiy513cADgopTwMIISYBnRGhbHSwDaubMZO0zTt8sxmGDIEfvwRWrZUG1qHhFxRc9XTGfD1wv28vfYBbH77cW39PebGj/LwqWT65XhRLtINd/dzN9EOpFBvL2sO5CaoWS1zGmx9FpLWQnBLWBwBH02GF56G4QNVob3RFdxKs2iJC3366PB1pWx2G92nd2fW3lnEBMSwqM8i7ou+ho2AEtdiW9WZFaH38mnTqTxpdOFD4PIRXdP+25UEsGZAPyHEEVQNmADkDWhDEQEcK/T1caAhMBb4UgjRAZh7qRsLIYYAQwCioqKKeGiappUIdrtaauzdGzZtgscfh6FDVfgKCLhsc1WbHfYmwpjxa5mZ0Q38c6HvIvwjmvPUwQSauwYRUcYJZ2dVaG/jvE207VYwJYM5FQxucHwG7HodEFDrIwi8H559AIY+Ci+MAGsmuAaCqz8IA02awIgRqiG/Dl+XZrVbcTI4YTQYKV+qPO/f+z4jG43ExXj5s1gvKv5X+KcfNo9I3qn+OjNQNTGaVhSuZDPuMhe7XEoZf113rGbA5kkpq+V/3QO4T0o5KP/rvkADKeWTV3tsvRm3pmlnWa2QkAC//ab2c/znH3B2hvffV2c7XkFz1SwzrI+Dke/+zq6IfgjfYGT/BbR0CmfQSRNVggIJCjQgDJfYRNuc31AV8me9noczyyGwKdT5BNwj1HplZha4CRUE3cPAyYOlS6FxYx26/ouUkpl7ZjJqySh+7f4rDSIaXM/BsP77Hk7bX0QGNUU0n4XZLZBriHA3jd6M+/ZzyT/3hBCOpsyZl/goaseByEJflwZOXs0BhBCdhBDj09PTi3RgmqbdZsxmOHlS7dvYti2ULw/PPgsnTkC7dmCxqKXGMmX+M3ydzITpf8ODz33CrjIPIqKq4TZkLSNyfXjmpJ06kUGEBBuwGdQvxiDULy9nUC0jsk9A7gl1yYn5sOweSF4HNd6GptNgwWboOQByssFdgosXeJYBJw9+/VUN/7XXbvQTdnv7N/FfWv/cmu7Tu+Pj6oPgKgrrL+KIOYXU/V8wpcxDrG21FG7x8KXdni63BDkFdbbjZlTbmsKvaAmUL+KxbAQqCiHKASdQuzhcVU87KeVcYG69evUGF/HYNE27lUkJJhOkpKh9G+fMgb/+Ur29QkOhf3/o1AkqVVLXu/9+tbWQ+wVbXp9lscP+FJgy3coHy57GWudLqNKVim0n8MTxNGKdQyhXwRM3N9VUVaAK7d0d47Fkqr5eGFUh/eanIOFPCGgAtT8Br3Lw53IYOAIa1gFbLriVAWcfEIJff1VDbNJE7QWuXdyY5WN4d827eLl48UW7LxhabyhOhiuprrkISwbTjZ4Mcg2g9H0beMc9gqZ6XyftBrnkq1RK2TH/c7mivlMhxFTgbiBQCHEceFVK+b0Q4gnUZt9GYKKUcndR37emaSWEzabCVFoa/PknzJ+vPmdkqP5d3bqp3l61a6tlSKMRSpUCHx+ofvkTuzPMsOkkfPlBJn/QG6rPg8bP8mDt0XQ6lEa5gAgiw10xOEEG522i7dhGyJoNTp5wYh7seEkV31cbAxUGgTDCPxuh9yCIjYFfJ0BgJVVwD+eErwULwMvrhj6Ttx1H6YwQAk9nT/rX7M8797xDkGfQtR80K47TKzsQF96eKrU/5FeP0ly0/kbTisiV1IAtk1Le81+X3QqEEJ2ATtHR0YMPHDhQ3MPRNK2oWSyQlwfp6bBmjQpdixZBUpIqkmrbVoWuZs1UQLPZ1CyXv7/ax/EyRfagpvaPZ8GaPfDW/07wb7NO4LQdzzaf83xIZ6pkQExEOIEBRsxCbaIdiiq0F1IWNFQVRrDmwo4X4cRc8KsNdT4D72h1Rzt2Q9vuEOQPS+dDVGXIb4+Qk6O6YZQvr8PXxWw5tYUnFz7JUw2f4sGqDyKlvLpeXheTvBFWdsJiM/Fdi5kMDGl52y056hqw288lZ8CEEG6oWtJAIYQfBUuQPqhegrccvQSpaSWMlKqeKydHzXRt365SyYIFqp7L1RXuuUeFrnvuUbNcJpMKXo7Zrv/Yw9HBLGFPCixZBm9+voOMTh1BphLb8XdGGmIJznKjcvlAvLwFOagarzLktyOwmSD3lPrs5AkJS2Db82BOhyr/g4rDofCymCkbypaGmTOhTKVzxuHhoXrDhoXp8FVYck4yL//1MuM2jyPQI/Bsndf1hq/Vx/6g0do+OLuF4nzPcob5VimK4Wraf7rcQvljwEhU2NpMQQDLQDVM1TRNK3p2uwpR2dlqOfHAARW45s9XLSSMRrjrLnjuOTXj5empZsWsVnV2Y0TEFc12FZZqge1n4NdvYVzcImSHB8HFh4fum0sHSyjBrqFEl/HF6KoK7QPyPwzSrhqqmpJUE1Vpgy0j4dgM8K0KTaaCb2zBHWVlgasd6tWHzdvAePY8SaZPhy1b4J13oGLFInouS4ipO6fyxMInSM9L58kGT/J6y9cp5Vbquo6ZC7ySe5o31vZhf6maVL5rNkY3vbWAdvNcrgbsc+BzIcSTUsovbuKYrlmhJcjiHoqmaVfDZlMhKiMDMjPVGYyLF6uC+l27VIuGRo3UNkEdO6olRbNZfeTlqdkub+//7GB/PjtwNAe2HIbPXobVTcdDxeE4l6rKqy0mUNbkR9mg0kSFu2M2qt5ekYAnqCXG3FMqdDl5w5kVsHWUWoKs9DRUGqG63DucOQVte0Kf3vDy6+dsczR9Ojz0kGo3oTfWLuBYXhRCUD24Ol+0+4LqIde/Mcs+KXlQCHa4hxDdcjED/ethdLr0CRmadiP8Zw3Y7Uj3AdO024AjPKWnqyXGlBRYskTNdG3YoK5Tq5Y6Y7FTJwgPV7NjeXlXXdt1MXkS9qTBhvXw2ud2EvqOhgMfElK2De/Vfh8PeyliSocTEOBCjlChKxRwstvyG6qmgNFNLTvuegPip4B3Jaj7GZQq1KdaSkg7DZ0fhV37VM3a3Xef/Xbh8LVwoV52BEjISuB/S/9H1aCqPN/0+XOK7q9XmiWTjWt6MqtMLzqWf4R2133EW4OuAbv9XOO5uneY1FT12c1N1ZMYjZe/vqZpF3K0inDUc1ksaklu+XI107VmjQpWMTFqebFzZyiXfxK22ayuazBc82yXgxVIs8KuRFg8DT6Ky8Xarx/sm079Kv0ZGTMKD4MfsRVCcPE0nt1EuxQgrNn52wjZ1axX0t+w5VnIPQkVH4fKz549kxFQ3e+zU+HhkbBtt6r50uHrkiw2C19s+ILXVrxGnjWPMXeNAYomeFkBp5zjlFrRgXvSd1Mvsit+131UTbt2JSqA3bAlyLQ09Qag7kSFMG9v9Re4i8t/7h2naXcsx4xVVpZaXnS0jlizBubOVb26zGaIioJhw6BLF6hcWf2c2e0qrDlmu8LDr3m2ywpkWeF0HpzJgYxU+OZzmN8yEXw6w7519K77Cm3De+HvEUylMgFYXQV2oCzgZreqpUVzOhg9QJphx8twZBJ4lYcWf4D/eZMP1lzADsPGwIrV8NNPajavECGgRQvVtuxOD1//HPuHgXMGsidpD+2i2/F528+pGFA0xXB7gFdTtvLjyo64WzIx3L0Av7A2RXJsTbtWlzsLss7lbiil3FL0w7k+N/QsSA+Pgpkvq1XNiiUlqa+dndVvTw8PFcicnc+p79C0O4rVeu7SopQqRK1fr5LG4sXq8uBg6NtXha7atQt+ZsxmFdIMBtXP6xpnu6wS0s1wKhfOZOU3v7fByYMw6mc48+I+WNoeY+Ypnm36NdX9WlIuOJzS4d7kGvI30ZYSoyULTAkghWqSmrxRFdpnx6meXlVGQ+H6IWnP7wHmBe4h0LUHtLxXPdZ8CQmqP2z37qpdmf51oWa5LHYLc3rNoWNMxyKZ9QL4EXgz5wTblzZHuPhDm7+h1PXXkWna9bpkDZgQYnn+P92AesB21JmQNYD1UspmN2WE16DIa8COHFGzXJdaerTZ1JuGzaa+NhjUmVmenuqNw8VF/4bVSjaTSYWutDT1WeTvZ7hlC8yerc5iTEtTy4cdOqjlxUaNCn6mpFRd62029TMTEKB+fq5ytstsgzQTnMxWM112GwgzHN4Jq9fAsjw40wxotgJ+7YqXMPJyk3FEetYktkwE3v5u2ASEAd52C+SeUZtiO3mC3Qx7PoSD48EjUu3hGNj43AHYzWA3gUsQxCeqzvvn+f13eOQRNQF4zy3XTfHmybPm8dHaj0jJTeGT+z4BwGa3YTQUTYlHNvA4KoDdDcw68C2+EfeDxy3ZRem66Rqw28/lzoJsCSCEmAYMkVLuzP+6GjDq5gzvFnAlJykYjeduaWK3qzeTzPwtM4VQ33f8Je/ick3LKJp2y5BSBS1HqwiLRb2mnZ1h/34VuubNg9On1cywo0Fqixbn9uVyNFY1GNSejL6+Vz3blWuG1Dw4kQUpJrDn90PdvgZWrIe17mBqC7xlh5xdiB2/IX9+j1LeZXmj4XjCvCtQrXwEwtMJJyBSSlwsGaqbPUY165W6FTaPhKyDULYvVHtFhbLCz4ctGwzO4FkW3vsI3nhDzfrVqnX2ar//Dr16qezZ4Dr2ir7dzds/j6cWPcXh1MP0rNoTu7RjEIYiC18Ac+02qm5/gQmRXXk0sBHGikOL7NiaVhSupHipsiN8AUgpdwkhat24IV27G1IDNmKEejNp1w5atoT69S+7fxyg3kwKn0cupXqjOXNGhTNQ3/f2Vp9dXXVhv3brc7SKyMxUH3a7et26uMDhw+rnZM4cOHpUvaZbtVKh6957z/2ZOX+2y1HbdYU/A3Y75JggORtOZkG6XXWwTzgAm1bA8u2wpxzQBRiUDcf+wmnPPIzj52PKOoHjT6puFQYTHRRLhTLB2F0MqreXzYzIS1D1W06eajPtf9+DA1+DW7Dq6xXc4rwBWcGWAy5+4BYE33wLL7+slhxrFJwNWTh8LVyofvzvNPFp8QxfMJwFBxZQJbAKS/su5Z7yRTcNKIHDQAVrNj3X9kEcn61q9gIbFdl9aFpRuZKtiKaiZnMno17fDwNeUsqHbvzwrk2RLkE+9hiMH69Cld2u3mzq1VNbnTRrBjVrXlsRvsWiPhyB7GJ1ZJpW3CwWFZYyMlTdFqjXu6srxMWp0DV7tpr1MhqheXMVutq2VV3ozz/WNc52Wa2QnQeJmXAqG3KMYDbBnvWwfhmsjIfkJqjQFXMEDszHec88bMdWYLeZcHPypG5YC+qEtiTarx6Hkndyf/UHiSwdgtEoCJd23M9uI+Ss2kuk7VK1Xhl7IKonVH9NzYadM7BcEHZwCwNnL5gyBR5+WLXN+P33sz/H27apXxt3cvgCiEuLo9F3jfhf0//xRIMncDYW3e+5TGAY8E/uKf5d2QnX1K1Q53Oo9ESR3cetTC9B3n6uJIC5oV7Xjj/7VgHfSCnzbvDYrlmRBjCTCb7/XoWt7dvV2Vtr1sC//6rve3urc8gdgSwm5trqvRx1ZFar+trZWYUxLy9d2K/dPOdv/WM2F5z56+ICp06pWa7Zs9XPA0DDhip0degAgYEXHs/Rpd7VVfXt8vT8z9kuR8eK7Fw4nQFJFsg1QvIp2LIS/vkLNprA0h7oYga3tbB/Ps775mFJ2QtAuHc5GkbcS62QuynnXROBE+6uLoT6l6KUtwdO3q54A8G2PJxyEwq2EZI22P8l7PsMXPyh9gcQ2vq8AToK7T3APVQtPW7dqtYVmzZVvb4KzYJLCV9/rWq/7qTwJaXkt92/sfjQYr6//3uEEJisJlydrq2FyKVsBx4E8rKPsX1JM3zNyYim0yCiY5Hez61MB7DbzxU1YhVCuANRUsp9N35I1++mFOEnJcHff6uPNWsgPl5dHhxcEMaaNVPbolwLu70gkEmpZg0cgUzXkWlF6WKtIgwG9TpzclINUufNU6Fr/Xr1eqxRQ4WuTp0u/hq3WFSCEuKKZ7vONsPPgsT8pcVsAxzYCRuXwd8r4XAo0AVEu9PI9EWwfz6Gw39iN6VjNDhTI7gR9SPuoXpAC/xcI5BS4uPpRph/Kby93XF2dyH/VBlCpB0fUwrClKw61htdIWOfmvVK2wGlH4Aab6gQds7zZQZbHriFgEupgj+M7Hb47DPVrT9/9m/2bNVV4yK1+CXeztM7GbFoBCviVlA7tDbLHlmGn3vRd94aD4wA/IGpdht3bRwGFYeC/2VP5C9xdAC7/VzJDNj9wIeAi5SyXH791xtSyvsve8NidNPPggRV9+KYHVuzBpKT1eXlyhWEsSZN1AzAtXDMTDgCGai6Gi8v3SBWu3qOVhEZGSp4SVmwtGgwqBqvRYtUgli1SqWj6GjVMuL++6FChQuP6ZjtsljUa/IKZrvMZrXCmZoO6Sa1jHQmB7b9rZYW122AjEbAAzZEg63IEwsQ++cjT24EJH7uITQIb0XdsFZULtUQgQvCAAE+HoT4++Lu4Y7B1RkJGAFvuw0v7LjZzRhzT4O0gtETsMPBceosRydvqPkuRHS4yPOWDcKozqQz5s9wbd+uApejaWy+GTNUzdf996t/3ykyTBm88tcrfLXxK3zdfHmn1TsMqjOoSAvsC3scKHv4Jx4NvYdAj2v8g7cE0AHs9nMlAWwz0ApYIaWsnX/ZDilljcvesBgVSwArzG6HvXsLwti6depsMSGgWrWCQNaw4X8X9F+KlOpN1GwuqCNzdVWBzN29YPZC0xwcaSc9XQUlUEvbjjYpubmwbJkKXcuWqRms0qXVTFfnzhAbe/Fl8PNnu3x8LrmZYeF9ttMyVHPUbAPsi4eNK+CfJbAzXmJvLzB2y8AeuQR5eAHiwAJkdgIgiAmsRcPwe6gTcg+h7hWx2q04O0FQKQ8CfD1xc3fGYBBgt+ImLfjYzbjZzbjYrYizJfgSDG5q6TDrEGx5GlI2Q1h7qPUuuJ6/lGpT4cvFT33PESb271c/yxUqwNq1Z58fR/hq0EDVfJ1fDleSZZgyiP0qlk4xnXir1VsEeAQU+X1szf9cW9qxbX8R47/vq/03635S5Pd1u9AB7PZzJQFsvZSyoRBi660ewAqdBTn4wIEDRXfgqw1g57NYVBXumjWwerXqjWSxqDe+unVVzUjz5up09esJTVarOq7NpgKas3NBPzJdR3bnOVtIla1Cl6NVROGTPCwWNcM1a5ZqkJqdDUFBammxc2f1+rzYa+YqarsctfcZGZCZDXlAmh02bFazXP8slZxyEtAFXO7fi9llARxcAPGrwG7BzcWH+qEtaBB2NzUCmuFmcMduy8XNxUaIjys+nq64uhoxGIwYUHs2egKuCIzCoGashBEwnPtYpB0OT4R/31VhrMZbULrLhY/Xlt/R3jUUXAoVcB0/rn52c3PVz3X+OuOdGL42ntjI2A1jmXj/RJyNzmSZs/ByKfrW/hL4BngauMuay5//PALHfofooVDvCzDcuX906gB2+7mSAPY9sAwYDXRDLbc7Sylv2aYqRT4DtncdGABndzC4qr+ahRGEE4hrqMPKyVG1NI5Atnu3utzLS50m1ayZCmSVKl1fYNINYu88l2oVUbjViaMr/axZauPrtDQ1c9W+vQpdTZpc+o8Nx2wXqKaqF5ntKrzlY3o6mCxgEnAsBVaugn+WwaZVElOMwNA9D6e7V2DOWgQH5kPKQQDCfCvQPKQxDUIaEu1RBZu0gUHi4Q7+Pj54eXrh4uoOBmfchRFPYcAdcEF1i/5P2UdhyzOQ/A+E3AO1PlDF9Oc/EGvWuYX2DklJ6mf0xAlYsQLq1Dl7k9atVSa7E8JXYnYiLy57ke+3fk+wZzB/9fuL2KDYG3Jf6cAg4HegV14iP628H+fk9VD7Q6j8zB3/u0wHsNvPlQQwD+AloA3qd9ti4M075ixIgD35NTCuLiAkFF7GEM6qgNfgpsLZ2WB2FbNlKSmqmH/1avU5Lk5dHhRUMDvWrJlaDroedntB+wsp1S+swoX9jvof7fZyfquI8+u5QF22bZsKXfPmqb1w3N3hvvtU6Lr77nMbpBZ2BbNdVqsKXY7cZ7NL8qSd7XvtLF8Bfy81cHCvEZqC20NHsVVeiOX0Iji8FMxZGI2uVA2uy13BDagb1IxSzqGYpRWjUeDt7YSvlzcenh64OrvhJAReOGa5VG3XfzKnQ9YByDgA6bsgfgoIF1VkH/XghW/edrM6K9ItSC07nv/9IUPg559Vndxdd519moRQJXV2e8kOXza7jW82fcMry18hy5zFUw2fYsxdY/BxvTEP+iiqm/1R4F3gWXMahr9aQ9UXILLrDbnP240OYLefKzoL8uyVhTACnlLKjBs3pOtX5AEsaS/k5Kr1k8IzCgaDqg05+2FHZVSpZsZEfjAzFg5mTv/9l9rx4wWzY2vWFOw5WbZsQSBr2vTaC/odHA1iHYEMzq0j0xuN35oKt4pITy+ovypcz+Wwd29Bg9S4OPX9li1V6GrdWgXwS3EU6sO5s13SjrTbMZts5OXZyEizkZdjASxk5FpYtc6ZpcvdWLvSk7QcJ2hjxavnWnIDFmOLWwgJqoLH2zOcRmFNaR7chKp+9THijNluxtXFjqeXM77ePni4u+NsdMVDCDzhv2e5TMmQuV99ZBxQoSvzQH5X+3zCGaQFar4H5fpeeAxbDmA4t9D+fJmZqvi+mdqR7Y8/4Isv1FNd0ttMmKwmZu+bzVur3iLEK4SxbcdSJajKDb1PK9AP+F/SOmqUqqn23pT2a1uBKKF0ALv9XMkM2BRgKGADNgO+wCdSyg9v/PCuTZEHsKwjKjhhAFNefhjLUG9QBgO4uILTeX+HS6nOsHKEM3VhoWDmemXLmVLCvn0FYWzdOvUnNkDVqgWzYw0bXv7N9Eo5ApnNpt7InZxUICtcR6YVLSnVh92uPhz/LnyZzaZebzabqtNyvPYudrJFfHxBg9S9e9X1mjVToatdO7XceCl2K+TmgNUMzkYo5QPuLiDs2K1m8vIs5Gbbyc4paFl36KQLS1Z7smy5B9s3eWDzErj0SML1voVk8Sfy8CLISQJhIDK4Di1DGtMkqCkRHtFYbFbsmHHzkHh6uuLt7Y27iwfuRpezs1wunLdlh5SQl6CCVeb+/M/5/zanFlzPyQu8K+Z/xIB3tPrsGgSnl0PoveqPo7PHvUShvYPVCu+9ByNHqp+JfH/8AQ8+qBqtLl5ccme+pJR8t+U7XJ1ceXT2o3zf6Xv61epXZJtmny8VeB54GwgGOPwjrB8ElZ9Wvdm0c+gAdvu5kgC2TUpZSwjRB6gL/A/YfCsW4TvcsABWeFlRSrDkz0Jk5IcxIcDZBZwvM2skJVBo1uxSy5nCRRWUnn+/Fov6y9uxXLlpk7rM2VnVoTgCWa1aRROWzm8QazSeG8h0HdnFA1PhyxzhyW4/97PNVnD9wse62PNpyC8gdzRFPX+pOCFB7e48e7ZqCApq26zOnaFjx/wGqfZzZ2ulVQUuzGDOA1OWejl6e5/dt9RihTyTkcwsA7l5RsCI1S7YsN2FxctdWLHcjRPxLhAh8Rm0DVuNBWSn/wnH/gZpw9nNn2rhzWgd1Ih6AY1wN/pitlkQRjOuHhJPDzd8PH1wc3HH2+iMF4VmuaQdco5fGLIyD6oNsh2cS4FPjApaXhUL/u0WduWvTVuuel7cws4ttHew22HAAPjxR5g2DXr2BO6c8JWUk8Sjsx9l3v55vHfPe0T7R9MxpmORN1R12AD0BI4Dv0pJ152vwq43VWhuNl31X9POoQPY7edKAthuoBYwBfhSSrlSCLFdSlnzJozvqtyQsyBzc+HxgfD2S+B7mSaCFrNarim8JHS1M0bXspyZmwsbNhS0vNi1S72Je3oWFPQ3a6a6QRZFfVfhBrFwYR3Z7dgg9nLhyTH7dH6IcoQnx/NQ2PkhyhGchCgIUud/vhYpKbBggarrWrdO3W+1WOjUHjq0gfBgVcuENX82lvy1O1Gw5Gy2gtUOrm7gF4D08CTPYjy7l7zFooaXkmbgrzUu/LnchX/WuJObY8RYKxvfRxeTG/onuacWQ1ocAKUCqtIgvBn3BTSkok81pM2AVZpxdrHi7CHx9PDAy8MbL2d3Shmc8LRbccmOw+lsyMoPWlkHVcNTB9fgQjNa+bNaPjHgEnDtz+HZQnt3cAsF40Xq4KSEp5+Gzz+H11+HMWMAlXe7di354WtF3Ar6zOxDUk4SH7X+iCcaPHHDZr0k8Cnqr/wI4DebiQbrBqiavQoDof43554MoZ2lA9jt50oC2AjUz8N2oAMQBUyWUja/8cO7NkU6A/bmm+oX7r13wewpV3Yba6Hz7nNz1WXX0wbissuZzgUnABicVXOltRsKOvQfOaKuHhBwbof+qKirH8elxmY2n1vYX3ij8RvdIPa/lu8c/dLOD0+Oj8KzT47jnf9/VDgoXSw83agZwLNB3J4/Y2VXS99//glzFsCaf8Bqg3KR0OEe6HAvREehUpbIX9J2tGEoFIqtNrWUDuDtjdXTB5N0JStbkJ1f5igE7N3vxOKVziz9y409u9xBgNf9B3HtOI8M5z+xHF8B1lyEsweREc24O6QxbfwaUsolBJtNYhcmnN1sOLkLvDw98HZyJdB0Et+sg7hmHsSYuR+ReQCyDquaLAf3iHOXDB2Bq6hnPewWNfPlFnzxQnsHx++Ap56CTz89e70DB2D0aPjhh5Ibvn7a/hP9Z/UnJiCGad2nUSu01g29v3eBF1Fbek4E/LIOw+IGUPlZiB2tZ9svQwew289VFeGfvZEQTlLKi/zpf2so8r0gH+gAC5fBxC+h5wNXd3tbodPDsrPPPUPten+ZXHI5EzU7ZnCBU6mwdhOsXQd/r4Uzier7ZcqoINa0qfocUITNEgvXkYEKYd7eBYX9hWcFr2T57nIzUI5atfOfl8KXXS483czZOkeI4rzP0gp2G9jz1AkXp09Dwmk4k6Q+EhyfE+FQvHr8YSHQsTV0agtVK//3a8nRG8JqRTo5Y/byI1d4kpVjxGTO/7ZZ8Pd6J/5c7sLyFR6kJDmDq4XAISuw1VlIevaf2JNUyxQX37JUjryb9oENaeRVEwOuSOxgNOHqko2P/RiB1lOUMp3AO/swLpkHENnxCByB1wCeUecGLEfocvK8kf8L6mfFlqdCqXu4mv26lJQUVWvZpo1KWgYDO3ZA9ep3RhY4kXGC99a8x7v3vntD+no52FBnsyaj2kwMyT2FcAtVT7IpBVyv84SjO4AOYLefK5kBCwBeBZqh3uHXoLYiSr7xw7s2RRrA0vdA6l4Y9Aas2wsrF0KVmGs7lrRDbh5kZxWcq+7kdGOW7Rxv7IWXM6VdvYH/sx3+2QzrN0FmfkF/bGzB7FijRmoJs6gUbhALBUXjxbl8VxSk5MIwlV9nhVXNsNjz/w8y0lSwOp2swtTpZDidmB+ykuF0EiQlq9mpwoSAAH8ICVSBYdceeGYYDB9wZa+Z/Nkumx3MLt5kG33INLtiswuEgJOnBEtWObPkLzc2b/TAYjHgWjYB/wHzyI74k4zEpZCXCgYnfCMaUzesOZ396lPBNRKDJQsvy0G8bQfxsR7B2xSPT+5RXPNOFjxFwgnhVb7QbFZ+yPIqD8Zr3AXiakmplmJl/iytwRmcfdSs15Vsj3PsGISFgZMTs2dD9+7w0UdqQqwkmrlnJtN2TWNa92kYbvBZhnbgI2AeqtmkM8CZNbCqs2oxUWXUDb3/kkQHsNvPlQSwJcAqYHL+RX2Au6WU997gsV2zIg1ga3rB0V/Vv21AthNEVVONGd1C8j8K/ds9VBUF/+eMhGNPlhy1rGSzqaW6m7Jklx8KrGbYuVeFsX+2wOadKig5OUHtWtCsKTRrDnXqXrpH1LVwLPvdyOW7a3XOLFX+rOLZWSoLKljZUDOPVsjJg8SkgmCVkAiJ+YHKEazOJEKe6cL78vGGkKCCj+CgC78OCiiYMTSZ4a/V0Kq56kl3ycegZrvMOVZM0oVMZz9ycUcanLDbJZt3GFiy3IW/VngQf8QdkAS0Wodzp/mkuy4hN3ETSDvCM5jwqFbcG1iDh5w8CbMk4G0+jJfpMN6WI7hZks7epd3givSORnhXxHB2NqsieJYtnpoduzU/dDnO5vVSH0a3i9d5nW/+fHWiy7vvnn2NOsJXvXqq/dflTia9HeVacnlm8TN8u/lb6ofXZ2GfhTdkGyGHJOARYCHQHfgB8IqbCuv6q9fN3QvA+yJ7jmoXpQPY7eeK9oKUUtY977JNt/J/dJEGsL2fq33iyvSCMyaQaeBjU32FchPAknbhbQyuhcJZoWB2TlgLBef8KX0pwZzfOtxR+Xyp9hY3Uk4WbNoKazeqZcvd+9XYPNyhfm1o1kQFsiqx4OTKVTWbLS5nZ6kcM4GFA5UVFagKfc4/7wGrFZJS8gOUI2A5Zq/yQ9XpJMjIvPA+3VzzQ1RwfqgKVP8+J2gFXvs+oJdgt9gwZZrIzRVkCh8srh4IVzdSMu2sXOPMkr9c+ftvb7KznDB6ZBL64Dws9ReRkrMUa7aatfILrEhz/9I86G6kjUzCxxyHqy3t7H1YDe7keJbF5h2Dk09lXH0r4+wTg/CILN7Xg7SrwGW3qP9Dg6ua5XLyUEvxVzOTs2qValBbrRqsXAkeHiU+fO0+s5uev/dkd+JunmvyHG+1eguXKwmq12g18BCQiCq6HyYlYvc7sONlCG4Bzf/Qy45XSQew28+VBLCPgE3Ab/kXdQeqSilfvcFju2ZFGsBsJjj0PYS2Ub/MHY4eh6jSqpYk74wKZHkJKpTlnS742vFva9aFx3byvPgsmnMg4AtWT7B7q7/ai6MHV1o6rNsMa9fD3xvgyFF1uZ8vNKoDTepB0yZQtsLVN5u9HmeX+ewFoepsiHIs/+Wf+Yc9/+w/CTK/cW5Ken6YSi6YuTrjWBLMD1bJKQVnCjo4GSEo8NKzVaH5Icvb66bN7FktElOmmcwM+//bO+/4qIq2DV9ztqaRQq/Sm/QmiFQRQUFQQbEriijYsPeGYvt87SL2hqKCqIgCKiBVOkjvSIcQkkDatjPfH7ObAgFSdpNsmMvfumdPmTN7suy595ln7od0tx3iKmA67GzcaeXPuTbmzI1i/dpopBTE1N9Exat/IrP6zySmLMc0vTgtNrpWiGaIM5PBziyq+UeH3UYF0iLqkhZ5DhnR5+CJaUhMfCviYuoSbXXk9eUqLUyPP8plqs+eLVeUq6g1AVeuVEa1NWqoCFilSiQmQr16Ku+rPIovn+nj3PfPJTkrmS8Hf8nFDS8O7fmAVoALdVNpB5CyFn5vC+dcA+d9nNefTVMgtAALPwoiwI6j/BBzZc+S7l+WUsoyN/8n2D5g3pSdKpfFsGAYYHw7GUY/BDMnQ6f2Z24AwJMGrkOnFmiZ/tdmPkNV1liwVQRLghJnjipKsNkr5zxsFUM/1HPgkH+G5VL1fNg/BFWrOnTxC7LObaFSQi6zWWfBzGZPFFTSl5OcHsinwpcrSiVRM/wCyxLSMuHw0Zzhv8NJSlAdDAirRDVc6Mkn96xigl9IVVJCKiCwcr+uGF/qFhsqWR6y0n0cT/aqsoxRUaTZbCxaHcmfcyNYOD+WpEQL9atvosmF3+Fu+QcbfRvYk6WidU1scGmUerSPScDjqM9xe33SI+qRFlOb49G1IDKeCnYn1R2xJFidRFlsBauxGEqkD3xu9bkQQgktW6xfcAXBj27zZuWjFxGhZhHnKv01e7aqS16exFdKVgqRtkjsFjurDqyiekx1qkVXO/OBRSQRdSOJBLahzFUrmN4csZy0HBJOUfxdc0a0AAs/ijQLsqwTbAG26d+1pLvBEDYMw8B6/BiNrr0C4fWwd+ovWKpUwmoRWC0GNqvAahUYCAyLUIItV864cbrvFinBk5ojzPKItcDrg+A6nMuOIoAAWzzYKoO9Etir5BJolfzrK6t9gjFUJCVs3+UXZEtUpCyQ0N+koRJj57eHDq0gOtdQW2B2phnIswpEqfzJ91KoaFXASgGhFEdicq68qkQ4dDgniT3wOjOf8qQx0bkiVLkiV4GIVZVKKqplL9noYmDCp5nLRUNKkb3eG5j46ROYPvCZ4HN7Md0m0vThNST7XDHMXWpnx9ojyKN7aFx1E7XrriCp5gqWyIP8mSE5ZoJdQOcoJ+0r16FDldY0jGiG2ziHdGc9zIgKEOEGixe7FSpaI6jhjKWC1YGzqFGkYJE7eR7UZ8carSJdhqNgCfSF4ZdfYPRo+OsvaNyYn39WbjJ+z9VyxeI9i7lmyjVcde5VvHpR6F3l/0YNOQ4CxgdWpu2EvwdC6xeh1qCQ96G8owVY+FEgASaEiAcaAdmF0aSU80LYr2IRbAG2cNk8fMLEarMipQQBEeu30OaWUaS2bc2aN1/DFEosSP+Il0TdPyyGgQUrhqFEmcDAZjWwWSxYLQZ2m4HdYmCxGlitQgk5QyCEwGIILBb/s2FgMQTqPwmZh+HYHkjdrZ49R8B3FHxJatmdCJ6j5LGmAMCijCvtlXNEWX5CzRpbuF+iXi+s3wQL/NGxFWuUP5jVAq1bwPmdoGsnaH0u2PxRJJ+phFViQETlehzOtZyaT+lRh0PlUWULqRNyrar4o1dRQSjPdApyO2cEhFRARPl8ap3PBx6PxOsT+EyJzwSPTyKl9H9O/P+XEik9GNIFMhOLNx28mRikI4QLcON2eyB1PTv2x2F37eOc2C3Uq7KNNV6T6ekwPR2W+wOoFZzR1KjVjnp1etOuysW0yXLi8JpqpM4pMW0uDJuPCENQ2R5JFXsFYq0OrMEWNYUlkDwfCLhbo8AaU/Dk+SKd08yJbGZmQkQEP/8MQ4eqYgLz55d64DNo+Ewfryx8hafnPE3t2NpMunIS59U6L3TnA8YBzwINgR9Qw48cWaLEl+mB7lOhas+Q9eFsQQuw8KMgQ5C3AfcCtYDVQGdgsZSyd8h7V0hC4YR/89Sb+W7dd0TbooiwReK0OHBanDgtTqITU6i4fhuifiPMc1vhtDiJ8G9zWBw4rU4chgO7xY7T4sDhf9iEA7uwYxcObP7XBhaEFH65JDD9ASGBVDdpqWwDLBZ1M7AYSsjZrQY2C1i9XmxuF5bMDCxIbFYrVocFG8exeJOwepMwvEcwPEkI9xGEJwnhTgRPIsKbj8AR9hxRdpJY86+zVwHLKewqsrJgxb8qOrZombJPME2VoF4xQc0ATUo+Oc/KYlEz/06MWJ04UzC2QrGGKpQAkpimxJRSRZ1M6RdUPkzTjenNwutxIb0ufGYWpteN6c3E9LmQpgtpZiFMFwIXQmYhpDv72YILIV0YuLHgxiJdGHgwcGNINxapnoX/2ZAeDHFiVDN/jnoEk45U53efwQLvUVI8GYBA1OyEs+EldKx+ARdbatH8WBoWCRYbGJEmwurCMExiLIKqtmgqOmKItjpCbjVwWqRUw+7SC4FyXLZYlW9pcRQueb4oHDumPL7uuw+GDQPIFl9t2yrP2/Iy7Hjg+AFumHoDf+38i6vPvZoJAyYQ6wzdmzsEXA/86X8eD0QD7J4Ci69XHmw9pkNs05D14WxCC7DwoyBjDPcCHYF/pJS9hBBNgedC262iIaWcBkzr0KHDiGC1eXB3LFm+LKp42lHRWQlsGZhmBpm+TNJibexrGEOG4zAZ++aQ5csiy5uFmZ0uV3AswqJEm1/AOa3O7NcRlpxlh0WJOofhxG5xYBcOJfIMJ3bDgd2w4cCCwwt2t8SOFadw4nTUwOloQKTVitViYFjBEgOGIbHixiGTsfuSsZtHsZsp2L1HsfuSsXqPYk3bhOFZhGFmnNRvaUQg7ZWQttxCzb/cogqi3SCMB0ZAmhuWrIBvfoR5i+D8jtC+dZ6IlaxaCZkQhzQMJTuliTTd2WIHXxZSusC3A5nsQkg30sxC+lyYviykTy1L04X0uUG6wP8anwukG2G6wXRhSI9f/LiwSCWMHFKJJYPCeQxLCR7ALcElIQs7LuxkSSuZpp0Mr400r51jbhtpbhvHXFEcd9tIddlJzVLrMn0GWaYFlynIMgUeAdgl2CTYfeAwyfB4OGzbyFHHEWA/OOOgyWVUrNuXbpU70T3LQv3jGYh0sEWkYYn3gcWNw5BEC0FlewyV7FE4S1t0ZSfPyxyLCFuMElwlaVmRmQmXXQYrViijYMqv+AJVz3HVwVV8PPBjhrcdHrJyQgGOA2uBT4Bb8FfBSloOC4ZApS7Q/WdwVg5pHzSaskxBImDLpJQdhRCrgfOklK5Age6S6GBRCOYQ5AU9XCxM/BW2DADfyTNzYip4iYvzEhfvJT7OS2y8lwpxmUTHHycyNo2I2DScMWnYo9KxRaZjcWbglllk+bJw+VxkeXOWM31Z2SLOFVgO7OdfnxVY9mXhMT359PjMKAFnx2k4cBpO7IYdp+HEaTiyt9kNB07Djt2w4zAcRFgdRAhJtMVLDG5iLC5iRAYVyCSGNGJkGjHyGLFmKlF4iDTAmuv73WeJxmdNwGfEYklJwhtfHSF82aJISJf/2YNhqsgQphuPBDdK3OT3cJ1me5a04MKKS1pwYcEtjVzPAhcGbilyPXK3JXFLiSf72cQtTdymTy2bPv+yD18hBVtBEYYNYbGDxY602JGmFzKToMlg6rS7k95RTTgvNY2amS41tBgJFrsXaXUTjSRGWKnsiCHWHonD4gj5DfeUSFNFuQITKAyn3yIiQuVylUa/PB648kr49VeYOBGuuQaAJ5+EP/4oP+LL7XMzdeNUrm6hEtnS3Gkhd7T/AVVIWwCZqOLq2UgJOz5Xtj6nq0CgKTQ6AhZ+FESATUX9gLkP6A0kAzYp5SUh710RCaYAc7ngpdc20KRlCh5XBKkpNlJSbKT6HynJVlJTbGRsP8bxfW4OxdQlJcWOy5V/hEEISWysj7j4HOGWW8DFxXuJjfPlWRcd48s3B8UnfXlEXFYuoZZbwGWvd6eT5UrH5Uony5NBlukiS3rIkm6yTBcun3rO8mWRZeZezmdmZgGwCgsRworTMIg0BJECnLjJML1EGRY8WHNEVD6Cx3tS/lpwsAkbNsOKTVixGTaswpr92oINTDvSa8f0OPB5HHhdDjwuJ55MJ66MCFwZEfjcDvDZ8zzsFgsRTkF0nIGzshVHFRu2ijYsFR2IeAcy1oEnykGGw0maLZLjjggylGo66WEXFhJ8PuJ8XuK9HmK9XlJNL4sPLeAORysuSU1D2MARDRaLB0N4iMIk2mKnqrMCUdYI7BZ76YguKVXivOlB5XJZlOCyRflnxZZ2npkJN98MX30F778Pd95JVpYqXSqlGj0PskVbqbDt6DaGTR7GigMrWDZiGR1qhPbefAC4FpgLzAT6BjZ4jsGSEdDiKYhrEdI+nM1oARZ+nHEIUkoZKH74rBBiDhALzAhpr8oQDgdcMwhMIxZhUTczU3owpVvVvgNMaRLzx5/UH/MwhwdeyX9PPExmhiA52SAlxUpyspXkFAupyX7RlmLlWKpa3rPHyrq1Sth5PPmLNotFUiHWQ2ycxy/QPMTF5XoOiLc4L/EJPqrHeYmK8mEIkX0DDqTvZ9+QAwWZMzJyCjNbrPl6jUkpcZsesky/mDPd2csu050t0tQ2V/ayy3SRGVjnU/vty9zPFtdOmkSeQ1VnVeyGFZth9z9bTyOO8q7P/1ntZzWsWIUVq2HDIqxYLVaQNo6nRnH0aBRHjkRwOMnB4SMOjhxxkHjEQdIRB4mJTo4fO/n9Wx0+Ehq6SGjkIbK+B0ctH9aaElEFfJUtuBOsZETbOOawkmy1k3qKjO0Yn5c4rxJUNf3CKt7nJc7tJd6bQZzvGLFuDxXcXuxeUwWO8E/oEGDaBSvi2nGBNxVnFQ9O3EQgiTEcVHJWIsLmDKl55mmRPjXMiw8QYIkEZ7wqN2QUsQh9qHC7VSmwZ5+FO+9k2jQYNUpFvpo2LR/i6+t/v+bO6XdiM2xMvXpqyMXXH6g8rzSUo322+ErfA39fqkq61RqsBZhGk4tTCjAhRH42xGv9z9HA0ZD0qAwSYY3AYrViOZ0r/aDrSF+/nSofT8DeuRdZgy5XRje5CCR+g4mUWUgy/a/BNCVp6XA02eBosoWjRw2OJhskJxskJ1tITrZwNMUg+aiN/f85Wb9GrfP58r+xWa1mdnRNCTUPFeI8SsjFu/3rncTGRxMbk0VcdCZO73FE+nEkEiGsYLeibN+ULYTVsBEtrESjEu/zCDpyi7yc14G1oO7BHtPDgqRldKvYCbthz37/ea5TrnV+H3s1y1D4BYkQgauIF0hNs5KY5GR/kpPDR5wkHXGQlOjg6BEnR484SD7iIPmoA9OXSxjZQVSTxDR0E9XaQ0QdHzVqp2FUlZiVwRsvyKpgJT3SxjGHncNGJIdP6KchJXFeD7FeN3FeDzXTM4j1uv0RKw+xHjdxPjdxHg8VfB5sMmdCRWCmpMcEr7riqk0LeK0gHKoilM0CTgvYDfWPtZ6ZjsUwibU6iXdUIcLqxGYphVI/+dVXtMepWYslkTxfFBYu9Fc4OKKSva69lmnT1EhkmzZQLXQWWCXKPb/fwztL36FbnW5MvGIitWNrh/R8rwGPAM2BOf5nAI6uUDMdvenQ63eoVmar12k0pcLpImArCNx5cwi8lkD9EPYrLDn+0GPYVq+iwuMP4W3WHG/jJnm2C5EjRk5ytTTAEQsVY4G6oC6xv+Yg+ed6SQnHjos8Yu2o/5F0NGf56FEn/+2I5GiyQUqKgWnmL9ocDpOEeJP4OA/xMR7io7KIr+AmPs5LfEUf8bE+4mOVmIuP9RBbwY3d5sX0z9RUAtNUswpRAsknTUxMv0WDxCcMOlXqSCaSTOkCYcEEvEK9U1PkCKxMt4WkI06OJjmUkEqM4GiSg6TD/nWJSmC5XX5hHANUBaqAs66XyO5eHHVMImuYRFbNxFdR4Io1yIi2kumwIhEcw8ExcnL7nD4v8R4PcV4v1Xxe4jJdJKSbJPi8xPm8JHh9xJs+Erw+YkwfuWWGkeuVD/CaVnzY8Un1OqBlhUVgtUCEHSIdEGmAwyZwWsAm1G4WwCrESR8TAdgsKspX4phe/4xFUwksa5SadFHSyfOFxeWCZ56BV19VRquzZsH33zNNXJYtvmbNgri40u5ocLigzgUkRCTwZPcnS+Rz0goYDryNMlkFVLL9nz3AUQkuWgRx54a8HxpNuKGNWAvA7o07sVisWGxnzl0xDh2k4sB+ZAwfQfodo4PWh8IS8CLjhGevD1KPiWyxlhQQbkctOQLuqD/ydtQgOVmQmnrq9x0R4VM5bXE+YuO8xMX7n7Nf5+S0xcZ6iY31YbVIko7aOJJoI/Gw9YRnG0cSrRxOtHEszQoVyRZVVAVLDZPIuib2WhKjOpiVwB0vyIwx8Nryj7rEer1U9HhIcHuo6PaQ4PGo1z6TikCCMKiIJAFB5BnykwKy2G8jixQqqOL1BcxUlUiyAg4BETaIcqiH3QIOK1j9ExTK0KBc/uRJnhfKQNcWW7rJ84Vl7Vq4/nr4918YMQJefx1iYpg/Hy68sHyILyklby15C4fFwZ0d7yyRc84ANqESg/PF54JVD8G5j6s6uJqQo3PAwo8z/jwSaozpOqCelHKsEKIOUE1KuTTkvSsjRESqlJHcM+cDz6Csq4QAiwGiUjWOzJiNTEjIMWTN1ZbM5wGAyH999o0+13N2TlCuZU7YL3Cuk26RBlBRElnJRyQ+ap3Qv1zdyT7W64HjKYLUwz5SD3tJOeglJdkgJdVG6jE7Kakqry011cL+vXZSUqwcT8tHyDhQU6JiJFQV2aKKKkALiaO2xFpDQlXwJghEBYk8oXSAD4NMKYjweEnweknweKno9ZBw1JcjsrKylMhyu4l3e7AZhqqlGXhYLCrf7YShOxPw5rrmZq5gpc8En1dpEsMEiwkWCU6hRFWEHSKdatluVcOHljI4CndGAgWtkYCh7CGynefLRAXIgrN6NZx3HsTHw7RpMGAAoAJie/bAyJEwdmx4i6/E9ERu/vlmftv6G1edexV3dLgjpBMvjgEPAxOA1sAoIDvr0PTB+nHQeBQ4KkKHt0PWD42mPFCQb9T3Ufej3sBYlL3LFJQ32FlBREWwVFIXwWOqm7HXB15TPTK94PGpEoNuL3ijEsAF0ev/JWrrJg5dfhUQMFZVeT7KTBUQOWO6J5ItgmTO6zzr/c+Gf7vlhG0n4a+Z6EUVwnUJgUtAlv/ZLQQuIcjyL2f5X7siwRVnkFVP4BaQZRi4pIlbSrJ8PlzCh88Am0USY5E4hI9YwyATA5cwcFkMPNbcauTkHkb4TCWgvF4qer1U9HhJOOSjYrbIUoKrosdLjM+HIaUKPQWSqQI3HatVzZywO1Q2tdUGFismOZGrgHgN9CRw7Q3A8I/42ky1LKS6rjZDiayICHA4lYazWpXRfzgEgk5JoL4ifhNYS4Q/eT5I9RVLA5dLfQZat1ZDjyNGQOXKZGXBCy9Aw4Zw663w/ffhLb5m75zN9T9eT1JmEu/0f4fRHUeHVHxNB+4A9vpfP0Iu8eVJg4XDYP90cFaCRiUTidNowpmCCLDzpJTthBCrAKSUyUKIUppqVTocxT+3S4AwJMIAi1ViAZyB9Gkp/eInUFoG4h59h4jps4hrVYus9u3weqW/NA2YHonHC5kSXAjcFr8gMgxcQuC1GrgNgdsicBkCr0WQJQy/aBJKBAUEksi7nGWIk7cZ6ni3EHiL8SVtlRKHBLv/2SmlWvaZOL1e4t0+HKYXBwIH4JAShwkOU+KQkp1WG9MrRXLDwWP0SctQQsvjJtL0gPQipA+Bekb6lED1+ZA+E+HzqlJQCITFgrTZkRFOTEc0PqsNn8WOtFpzEhVzhQAtgFWCQ4LVH+qS/hQ7QyrxJVCTQB0Ov4ZT2i18o1n5kW/yfAWVzxWK+ooliZTwySfw3HOwaBHUrg2PPw7A+vXK6mvtWvjoIyW+/AGxsGRn8k76ftWXhgkN+e2632hTrU1Iz7cHGAw0Ab4BDgPZly9jP/w9AFLWQMf3tfjSaApIQQSYRwhhwR8oEEJUJieAUO7ZAqywROOVLjxAljDIEhayhCALI1sUZWKoiJH/OQtB1qTv8a1dT5bdQVp8DbKsNrIEZKniNWQV89eq3VQiKPsBOKX6VRohIV6C3USJodz75dpfiSl1nMN/bPay/znQpkOCNU/s7aQeqXE6lxvS05TTuGkqFeNQ0RS3cNMjw0u34y7s0gJYwHDgM1A3UK/XX0jRVPlW0sS0WZBRdkyHUkLCalFDk9KLVXqxSS9W00uE9GJzZ6n8qkCtb7/IMk1/n4WBYQhsdgNnpAWH08BiFeUjmnUqAvUVpT9SaI0Ca8XQ1lcsaQ4dUpGuadOgV6/sP6SUMGECjBmjzO6nT4dLyqyD4ZkJGKnWi6/Hd0O+o1/DfkTZT1EOrJhIYBHQFagNzPIv5/nEpG6AOReDOwW6T4OaYXxxNZoSpiAC7G1gKlBFCPEiMAR4MqS9yoUQoj7wBBArpRxSUucN8BTwfcTpy2VYUVXKnfhFUGDZChFNm1F1wQJqHzuG0bUrTmHk3ecUy8581tt8SlDZTRXFkabA41F6xe0mJ7p2CnmcnauW6znoWKwQaYXISNURlwvS0yEjHUwTu8XKhT41U9Lr9WGaXv/sRwGGUEOH0VHgsGMYFmwWGzbDUFV5/Nc6ELGy+Je9XjUU7POpXwZuqdSXzWrijDJxOnzYbSZWixer4cUivKr2oPSqvJXA7wkfeRPnJGq2nxCA4V82/MtlWKlJMyeXS6AiW44ENbxYVi0iisOPP6qEruPH4Y034J57sqtnv/QSPPGEKvf4xRfhbTUxZcMURv46kilXTaFH3R5c2fzKkJ1rN2q48Xfgb6A70Cu/He0VIaoe9HgH4luHrD8aTXmkIEasE4UQK4ALUV/ng6WUGwvSuBDiU1Sk+rCUskWu9f2At1D30I+llC+f5vw7gFuFEJMLcs5gcx6qtMbDqAuQnzg67UWMiSFy/37ibruNlI8/JuPWW4veGX/A6ExImR1EwufLCSx5vUqgBZazsvI5Fv/9WeTkqgVe55kgkOv1qftrqKSpyAgwE8DtUidNT8cQAluEA4ctFpvNit1qw7BaMWTO28yWCf73EQiOeXMJzEB+fUyMf9jQDhaLgdVq5Fs94JQXTAZCZmbeZTMg1E4h2rIv2gkXUAgQ/ncRuIChFG2mx2+EKtX5bDGqxqLFGX7J84Vl2jQ45xz48ktorlyovF41dDx8uPpsjB5NwT8PZYxMTyZjZo5hwooJdKzRkVoVaoXsXCYq6fcx1Ef5LVTUKw9Swr5pUKM/RFSFPn+X7R8kGk0ZJaQ2FEKI7ihz5C8DAsw/nLkFuAiVz7kMuAZ1z33phCaGSykP+4+bXNAIWFBLEaGKyfYll8dNYZES55QpZA0erO4KhT28AI8T9ztTewF8Pr/O8PnNTn1Ka/g8/pEr/zJmTp6UPwaERfgf/gkFVosKYkHOZIDTPU7ql8yJ4gWEY4BAblZEhBJZVmvOo1TIT7QF8tbyiDV/spnMp15ktnALRNhErghbQLid6vymv8C43yLC4gRroL5imCbPF4Y5c6BiRWjVSkVY7Xaw2fB4lMH9P/8oe4mQRHlLkPWH13P15KtZn7ieh89/mLG9x4a02sEAVLJ9X9RMx7q5N2Ylwq6JsP0TSF0H7d6ApveFrC+awqFtKMKPkN6+pJTzhBB1T1jdCdjmj2whhJgEDJJSvkSuvM7CIoS4HbgdoE6dOkVt5iQcQH/yXqjTCZ98twlB2hClHS2HDiHcbry1z+xOHbg/BwRP7uUzPc4kfAK3dmHxP2yn96U6MapmmjmRNLfbH11zqef8rDoMI2fY0zBy2vH5ctoPRLOio1VdPpstR2SVuehFdoSrEHd4mU+ELSDcThRtpvs0ok2qP1gei4gwVxoFJTNTJda/+SZcfrkafoxSOVA7dsC118KSJSry5XaHf1mhmdtnkpiRyIzrZnBxw4tDcg4PORHna4CrgBvI9X1gemDhNbDvF7Uc3UBtjagRkv5oNGcLpRE/qImaVBNgL2qkL1+EEBWBF4G2QojH/ELtJKSUHwIfgoqABa+76iJl5nqdW+AURhgJn4/IXr2QUVG4FyxAOBynFUmntZQoYYQoWLRJSiWucgu1wPChx5MzBGqz5QwbBkRWIDet3HKmqNaJ+G1DThJtwlr26iuWBCtXwg03wIYNakzxlVeyN02cCHfeqYT6d9/BVVeVYj+LSUpWCpuObKJzrc7c1/k+bmx9I5UiK4XkXMuAW4HRwEiU4SOgkuuTlkH9m/xVDgQ0vhvq3wwxjWHfr1AzjKeRajRlgNIQYPmOPp1qZyllEioftHTIPEitBVcjO3+GiKlfPEFkscC4cXD55UTcfz+8916wellmCES5LJZ863prCoPwS/DyljRfFObMUZn0VarAzJlq2U9mJjz1FLRsCd98o9LBwpVFexZx7ZRryfRmsuveXUTYIkIivjKAp4E3gGpALVAzGf+bBDs+g6SlqqB67StVlLXbD3kbqBO6CQAazdlCaXyz70XNag5QC9gfjIaFEAOFEB+mpqYGoznFrkmIxHkYcy5G+PLJWi8sgwfDgw/C+++ru4VGozk1Xv8wbNeu8NBDysjLL75WrVJzOiIiYPZs+Pvv8BVfPtPHuPnj6P5Zdwxh8MuwX4iwhWb8dD7QEngdGAFsAC7dPQWmVodld4IvE9r9DwbtVOJLo9GEhNIQYMuARkKIen5D12HAL8FoWEo5TUp5e2xsbDCaUzS+E5o9CGnbYOkdeTPDi8pLL6miwCNGKIdIjUaTFynVj5QWLSAlRSUHjhsHCQmYphp97NRJ/VMCqFu3FCdkFJMMTwZ9v+7LE7OfYOi5Q1k1chXn1TplVkaxyQTqHt/OrjVP8cGBWcQCJLSD+rdCv+XQfw00HQPOKiHrg0ajCfEQpBDiW6AnUEkIsRd4Rkr5iRDiLmAmKvfzUyll2VUhFge0fQ0sUbDuOYhvC03vLV6bVqtKVHn0UahePTj91GjKC/v2qVpBgaFGlyt70/79cOON8NdfMGQI3Hdf6XUzWERYI2gQ34DrWl7HLW1uCUk5oR+BPZ407t39A313fk7fw/PU0LbxNFTvC9H1oOO7QT+vRqM5NSG1oShphBADgYENGzYcsXXr1uA2Lk2YfyUkr4JLN4C1yKYUJ+PxKFF2tiVVazQnMmkSjBqlxhb/7/9UZr3/38WcOTB0qMr5evttNdMxXP/JuLwunprzFLe0uYVmlZuF7DwHgLtQAmzzb21onLIGYhpB/Vug3o0QWTNk59aULNqGIvwI06B9/kgppwHTOnToMCLojQsDunwJ3vTgiq+UFOjfXxWqu+ee4LWr0YQbUsKnn0LjxspUtXHjPJurVYOmTeHjj9VzuLIlaQvXTLmGlQdWUjWqakgEmEzfw4qdX8K+X/izzzxetjho0PoFsMdDpfPDV7lqNOWIciXAQo4tRj1ML2z6HzQaVfwk1dhYNbPrgQegY0fo0iU4fdVowoVZs6BZM1U8+7vvlD+JP6Fr/XoVFHv+ebXL/PnhrR2+XPMlo6aPwmF18NPVPzGo6aDgNe7NhL0/wY7P4eAfdECyqkpPVmcdol5UHW0bodGUMcrV/PaQzILMj6MrYc1jsPhGvz9TMRBCFamrU0eZFyUmBqePGk1ZJz0d7roLLr4YXnhBrYuPB6sVKWH8eOjQAT78EA4cUJvDWXx9/e/X3PTTTbSr3o7VI1cHR3xJqYQX4E1eCYuuheObES2e4t/LttO6zxwlvjQaTZmjXOWABQhmKaJTsulNWDkGWj4HLZ8ufnurVqnoV7duMGNG+NdQ0WhOx5IlylR161YYMwZefDHbtj4pSeXg//yz0mZffAFVq5Zyf4uBx+fBZrGR5c3ik5WfMLLDSKzFrc+ZeRB2fgU7P4cqPfi34/vcKiURifP5v8oX0El7x5116Byw8EP/Ky0qTe6FejfB2mdgz0/Fb69tW2XMumcPHDpU/PY0mrLKTz8pXy+XSxl4/e9/2eLLNKFXL/jtN3j9dfUcruJLSskbi9+g1QetSM1KxWl1MrrT6OKJr32/wdyB8FMtWP0wpi2WHyp1pT2wWwjuqtKdjlp8aTRhQbnKAcs1C7IkTgadPoBjG2Hp7VD9IrBGFa/NW29VxezCvYCdRpMfpqlqBfXqBffeC08/rXIgUROBA3VCX3sNKleGdu1Kub/FIDE9kZt/vpnftv7GoCaD8Elf0RtLWQ+xzdV3zr5fIHkFNHsQWe9mLohtymLgRuB/QMUg9V+j0YQePQRZXDL2Q+Z+qBjEyG9GhvIIe+CB8LX21mgCmCa89ZZKsP/7b1UANBeBItpDh6qPfLgze+dsrv/xeo5mHuX1vq8zquOownt7uZJg1zeqLFDyKrhoEVTuAu4U0qzRRBpWDOAHoAIQmjLdmnBCD0GGHzpWXVwia+SIr/2/qxmSxeXgQTUNf8iQPCaUGk3YsXs39OkD99+vZvtmZOTZPHEitGkDmzaVj98aUkpemPcCsc5Ylty2hNGdRhdOfGUegPlDYWoNWOG3pWn/NsQq343f7HE0N6x86N99KFp8aTThihZgweLIUph7Cax6uPht1a8Pn38Oy5erBGWNJtyQUv2IaNkSli2DTz5RWfXx8QAcP64c7a+/Hlq1gjVr1O+NcOW/lP84lHYIIQSThkxi+YjltK7WumAHH9sMh+aoZXs8pPyrLG76r4b+K6HJ3STa47kOuBSIAdqE5F1oNJqSpFwJsBKzociPSp2g8T2w+Q3Y8UXx2xs8WBUfHj9ehQk0mnDC61XJ9a1bw7//nmRbv2aN8vd69lmYOze8o1+TN0ym9QetGfXbKACqRFUhyn6GfFDPMdj2Ecw6H35tCstGKdFqccKATdD+DYhXAu4XoDlquPEZYCXQOYTvR6PRlAw6ByyYmB6Y0w8SF0KfeUqUFQevFy68UE3V37EDnM7g9FOjCRUzZig7ldhYNZu3UqVsSxXThHnzoGdPtevevVCrVul1tbhkejIZM3MME1ZMoFPNTnx75bfUj69/5gM3vQlrHgdfpkqur38L1L0eIqrlu/sfwNPAR0CLIPZfU77QOWDhR7mKgJU6hg0u+B4iasD8y8GTVrz2rFYVJpg3T4svTdnm+HEYMUKV1XrtNbWuatVs8bV/P1x0EfTuraJfEN7ia/vR7XT8qCMTVkzg4fMfZv4t808tvtJ2wr/PQPp/6nVMI2Vh03cJXLIOmj2YR3yZwHuA35qWi4BFaPGl0ZQ3ypUNRZnAURF6/Awp64pfpgigenX1LCVMnw6XXhreduCa8seCBSqha9cueOQReOqpPJt/+UWNQGZmwkcfqZyvcCc+Ip4IWwQzr59J3wZ9T97Bmw67p6hZjIfnAgKiG0D9G6HmpeqRD5uAEcAC4BKUGDPU0RqNppyhI2ChIK4l1L1GLR/fpsRTcfn5Zxg4EN5+u/htaTTB4rPPoHt39aNg3jx4+eU8NhMPPACDBqkyjytWKKu7cP39kJyZzON/PY7b5yYhIoGlty09hfjKhJ/qwD83QcYeaDUWBu1S4usUeIAXgdbAeuBz4Ff0F7RGU54pV/++SzUJPz+OroTp58KWd4vf1qBB6vHgg7BoUfHb02iKQ+BHRZ8+qp7j6tVwwQUn7VavnnKg+OcfaNq0ZLsYTBbuXkibCW14bdFrLN6zGCDHXiJjH6x/Cf65Vb22RkDLZ6HP3zBwK7R4Es5Qj3Eb8BwwCNgA3ISOemk05R2dhB9KpAnzLof906HXLKjWu3jtpaSo6sRZWbBypfJV0mhKEp8P/u//1LDjzz8r6/pcSAkffKCc7MPZViKAz/Tx8oKXeWbuM5wTdw6TrpxEx5odwZcFe39WQ4wH/1D/1qv0gF4zweI4c8NABvATcK3/9RagcWjehuYsQCfhhx/lKgJW5hAGnP8VVGgCC4aqZNziEBcHkyfDkSOqkHE5FM+aMsyOHdCjh6rSYLerpK5cHDkCl18Oo0bBlCml1McgM/q30Tw550mubnE1q25fScca7dWGbR/DwmGQugGaPw4Dt0GfuQUWX7OBVsB1wFr/Oi2+NJqzC52EH2psFaD7zzCjI8wbBH0XF69mZJs2ytSycuXwTabRhBdSwscfK1Ngi0UZrF5/fZ7P3+zZ6jdBYqKy/7r33lLsbxAwpYkhDEZ3HM15VZpxc4wPMbsbNLkPGgxXOZ4VmkDV3mBYCtxuCvAg8AnQECXEWobiDWg0mjKPFmAlQUxDuOA7ODQXjCDYSVx3Xc5yamp2QWONJiSkpcHzz8N556mk+zp585nWrlWpYI0bw6+/Qtu2pdTPIODyunjkz0dIcx/n43aX0XLHZ7TcNx2kFyp2AkcltaOjIlS/qFBtm0BXYDPwMPAsEBHU3ms0mnBCD0GegZQUdUOZNauYDVXvC23GqV/L3owz718QPvsMGjZU0/81mmAzYwa43RATo3K+/vgjj/gKlHVs2RI+/VTNcgxn8bUlaQtdPurAW0veItIWhbn2eTjyDzS9T/l1XbwEal1W6HYTybGTeAlYAryCFl8azdmOFmBn4Pvv1QSv/v2Vh1GxSd0I0xqqBN7i0r07eDwwdKgu2q0JHqmpyterf3+VUQ+qVlCuhPuvv4a6dVWVIYCbb4aoYoyslyruZL6ceRPt3m/Gf0fW8fOQb3i7/9sY3afC4D3Q9jWIO7fQzUrgM6AJMMG/7jKgffB6rtFowphyJcBCYUNx003wxReqItDtt6s0GJ+vGA1G1YWImrDoekhZX7zONWigi3Zrgsvs2Sqk9c038PTTcOedeTYfO6ZyvW64AZo0UfNCwpbUjbBgGIe/r8bdS7+kfVQEay59hssaD1Dbo+qo6hZFYAfQFxiOcrAv5vxnjUZTDtE2FAXE61Wmkm+/DaNHw7vFsfbK2AszOoA1Gi5eCo6E4nXu4YdV+Zevv86bH6bRFIY331RCvnFjlWh/3nl5Ni9dCtdco0a8n3kGHn9cVcsCVKK+9PkfpvLCAsg6AmYWmF6VR2V61bYof/XtoyvVkLzMtd1ZGRL8caI9P+ZsD7QR0wiqXai2b3gVTHfONumFip2h9mBVm3X5XXnPLX1Q4xKwRrHFY6PRypsR9a5jXWw3mtW/Aoul+GmxXwCjAAvwKnA75eyXrqZMom0owg+dhF9ArFZ46y0VHOjRo5iNRdaCbj/CXz3VVPaev4FRjD/FuHHKFyw5uZgd05Rp0vfA+nFQoSk0Hq0+Mwf+gKSleQUKEtq8rI7Z8QUkLsi73eKEzp+p7etegEN/q/V1U+GDatCoYY74WnJb9vbGyV4WP+TFUbkRsVfOU9v/7OlvP1dYuGJnuFiZlTK7N6SsJQ/VLoLe/qTK+VdC+q6822tdDt1/VMtLR4LrSN7t9W7MEWD/Pg2mf/hdWEBYodGdSoAB7P1FrTesapthxTQcvLnqKx49auG9/u8wosMdQa2zWBMV8RoPhHG5S41GE2K0ACskt92mnqVUU+2HDFGpWIWm8vnQcTzsmapMHY1i1I20WtUsAUP/zi63pO2EWZ0h67B63XCEEhX7p8Pmt9Q6YfhFhi1HgCWvgf2/ZYsPhBVs/lmzXi/8/QcYm6FRE4iJhwqVwVkx+7SpZkN8RiYJFa3EVLbi9VlxxNXM6dc5w6ByV9Vu4ByRuWRHi6fAnZpzbmGFiOo527t8oSJYuY+355yfixYpu4vc/bdG5mwfmuI/1nKyLYthgysO5Fm1cPdCHv3zYRYckQxsdDFXNB9aiD9C/rhQZYQkMBbo439oNBrN6dBDkEXkyBHo2hV27oQJE+CWW4rYkJTqxhF4Li7TpqnHhAnaJ6y8kLoJZvdRBZ6bjoH6tyiRI4QaZgO/ACmEAN+yRSXaL1mixhW//DLXeKLi559V7cYqVWDduvDX9/fPvJ83/nmDWEcsx1zH+H7o9wxpXjy7/kXAbcBG4GbgU3QJIU3poIcgw48w/0otPSpVUvXtevSA4cPhoYeKmJwvhKol92d3SFpW/I5t3Kima+qi3eWH5aPUEOFF86Dl0xBVO0dcGzb1KKj4khLef18Z+m7ZApMmqYT7XOIrM1PlOQ4erFwnpk4NX/G1MXEjyZlqaL5fw368fOHL7LhnBz8M/YGBjQcWud3jwN3ABUA68DtqxqMWXxqNpqDoCFgx8XhU3vJ77ylz8K++KkIjWUdgZgcVzei3PO8QTWGRUtWDmT4d/v4bzj+/6G1pygaZB8CTBhUaFb+tgwdVVezOnVVFhZo182w+dEiZqq5bp4pojxsHjoJV1ylT7EjewXN/P8fX/37NE92e4Plezwe1/Q0oO4kRqOHHmKC2rtEUHh0BCz+0AAsS77+vPFH79i1iA8mrYVZXiG8NF84pcE25fNFFu8Ofg3/Bzi/hvE+KN0EjwF9/Qe/eKnK2ZQs0apTvELVpqpHJ66+Hfv2Kf9qSZt+xfYydN5ZPVn2C1bByV8e7eOSCR6gUWanYbR8BfgACxhwHgGL8VNJogooWYOFHmA4slD1GjcoRX++/DwsXFrKB+DbQ5XM4shiWjy5eoe1A0e6kJGVNoQkv9v4Ccy+B5FXgKaan3dGjKserTx/lKgzKZiKX+DpyRImuvXvVUOPXX4en+AK4Z8Y9fLrqU25vdzvb79nOa31fK7b4ksC3QHPgHmCrf70WXxqNpjiUKwEWCiPWwpKVpdKvevdWec2Fos5QOPcJSFxU/BtvmzawZo02aA03dn0L869QgvzCuarmYFGZOVP5pkyeDC+8AFdeedIus2dD69bw3XfK5yvcSMlK4ek5T7Pt6DYAXunzCpvv2sx7l75HjZgaxW5/L8q9/lqgLrASCMJAsEaj0ZQvASalnCalvD22FItTO52waJGaIXnTTfDoo2pYp8C0el6Zs9rjit+ZQKRj40Z1p9WUbXZ8Douug8oXQO8/i2fQ+9xzKowVF6dmOj7xRJ5Ee48HHntMBcZiYtSEkiuuKPY7KDHS3em8NP8l6r9Vn7HzxjJz20wAGiY0pF58vaCcw4tKsv8L+B+wGGgZlJY1Go2mnAmwskJCggo+3H47vPKKKtVY4BFFYYAtWrl/L71T+T8VBylVR4YM0UW7yzoxTaDOEOj5O9iKmdbdtauKfq5YAe3anbR57Fh4+WVlMxFuRbTHLxtP/bfr8/jsx+lapyurRq5idKfRQWt/B6p4thVVw3EdMAblbK/RaDTBQifhhxAp4Z131PI99xTy4OPbVbmiqDrQdxFYi1HpePt2aN9eJV4vWBCe09rKK1IqJ/kq3YrXjtutVJXFAs8+e8rdjh2DChVUve25c2HQoOKdtqTwmT4shpJAo6ePZuORjbzY+0W61O4StHN4gP8DngPeBO4IWssaTejRSfjhh46AhRAhlPAKiK+ZM9VQT4GIaQBdJ0HqOlh8c/GS8hs0UBXFly+H++4rejua4CIlrHpQecAd/LPo7WzYAF26qDyvvXvz/awcO6ZmNvboAS4XxMaGh/gypck3a7+h6XtNmf/ffADe6PcGs2+aHVTxtQLoBDwODAQGB61ljUajyR8twEoI01Q5Nz17Kt/LAlHjYmjzCuyZrGoAFodBg1TR7g8+UBbnmtLF9MHS22HT/6DxPVC1dxHaMOGNN9QQ4+7d8OOP8PHHJ9lLLFmihhi//VZZxFnCYCxNSslPm36i9Qetue7H64i0RSL878tusQf1XG8A5wGHgB9RVhPVgnoGjUajORldC7KEMAz44w81Ee2661TQ4vnnC+Aw3vQB5RG2+Q1oPArs8UXvxIsvQvXq4esxUF4wPbD4Rvhvkpr12mps0cpGbd0Kjzyi/p4ffQRVq+bZ7PPBq6/C008rv9V581RqWDhw6TeX8vu232lcsTGTrpzE0HOHYhSm1FIBkCjn+tbALcBrQFxQz6DRaDSnRueAlTBut/IM++QTNevs22/BfqYf9N5MyDoI0cGZ3QVAcrIKhVSoELw2NQVj/wyY218VzG7+SOGOlVKZzF1wgXq9di20aJGvgMvKgvPOg2bNVOAzLq74XQ8lS/YuoUONDlgMC5+s/AQhBDe2vhFrMIxoc5ECPAwkAC8HtWWNpvTQOWDhhx6CLGHsdhWs+N//1GxJm60AB1kjlPiSEra8D+7k4nXC5VKlaG69tXi5ZZrCEbjWNfpB/zWFF1+7dqm/W7duMGeOWtey5Uni67ffVM6X06mqUX37bdkWXyv2r6D/xP50/qQz369XZrG3truV4W2HB1V8uYF3gIbAx0BRSrdqNBpNsNACrBQQQjkEfPihWt60qYAmmMc2wcr7YOE1KoeoqDgccNttyqDzrbeK3o6m4LiTYXYfOPS3eh3fquDH7t2rZnI0aqQ+KDfcAN27n7RbZqaKrl56Kfzf/6l1cXFFG90sCTYkbmDI90Po8FEHlu5byit9XmFQ09DMDFhAjpN9wMG+c0jOpNFoNAVD54CVIoEb4733qvyczz6DYcNOc0BsM+jwnkreXvMYtH216Cd/8EHlGPvQQ9CxY/gkB4UjWYdhdl84tqHw0UufT/1t9u9X0xg7dFDi+YRM+rVrVcWh9evhgQeU72pZRkrJkO+HsPfYXp7p8QxjOo8h1hl8A2UX4AAqARWA34GewHRgQNDPptFoNAVH54CVARITVT7YggUqYfqZZ86QnL9sNGx9H7p8DfWuK/qJA0W7MzNh1SpdtDsUZOxVka/03dBtqprZeia2b1dJW+PGqTHqP/9U0a9zzsl3959+UsI9Lk65jVxcgFOUBvuO7eP1xa/zfK/nibZHs+rAKmrH1g5KoewTWQ88CtiBKf51gaR7jaY8onPAwg89BFkGqFxZ3WNvuUXNjBw2DDIyTnNA+zehSndYdge4kop+4kDR7pYtC1kvSVMgMg/CH90g8wD0mnlm8bV5s6qK3aSJcvBduVKt79PnlOILlMfu5ZfDv/+WTfGVmJ7I/TPvp8HbDXh36bss2L0AgLbV2wZdfO0HRgCtgHkob6/AT0wtvjQaTVmizA9BCiEGA5cCVYD3pJSzSrdHocHhUDMjmzdXNl2njYAZNrhgsjJpLU6xZlBFu2fMUMtSlt2EoXDEURlqXAoNboGE9qfeLzUV7rhDVcR2OtWY9IMPKsuQU/DXX/D11+ozU7u2SrQva3hNL8/NfY43/nmDTG8mN7a+kWd6PEPduLohOd/vwJWoGo73AE+ghh41Go2mLBLSCJgQ4lMhxGEhxLoT1vcTQmwWQmwTQjx6ujaklD9JKUcANwNXh7C7pY4Q6r47Z466Dycnq5HBfHFWhqq91PKhv8HnKt7Jjx6Fvn1h+vTitaOBoyvVkKNhgY7vnlp8HTminmNi4L//lFHurl3w+uunFF8ejyrwftFFqqrC4cOheQvFweefIGI1rCzeu5hLG1/K+lHr+WzQZ0EXXx5gj3+5E+oLYhPKXFWLL41GU5YJ9RDk50Ae108hhAV4D+iPmph0jRCiuRCipRDi1xMeuZOSnvQfV+6x+uOSY8ao/OsffjjNzqmbYHZvWH5X8SwlIiKUILjhBl20uzgcng9/9YIlI069z7JlcNll0Lix8oswDOXt9fLLp83DW71aeXq98gqMGKEqS1UrQ5btWd4s3vznTeq/XZ+9x/YC8Nt1v/HdkO9oWqlpUM8lgcnAuaiyQSZQEfgMqB/UM2k0Gk1oCKkAk1LOA46esLoTsE1KuUNK6QYmAYOklGullANOeBwWileA36WUK091LiHE7UKI5UKI5YmJiaF7UyXIK6+oEjJXXaXqLOerr2KbQrNHYPvHsHV80U8WEaHywUwThgxRLp6awnFgFsy5GCKqQ+dPTt6+eDH07w+dOqkZF2PG5Iw1n2Ho1zTVodu3qyjphAkQVYz67MHE4/Pw0YqPaPROI8bMHEOD+Aaku9OB4JcNApgPnA8MRSXZj0Xnd2k0mvCjNJLwa5IzagCw17/uVNwN9AGGCCHuONVOUsoPpZQdpJQdKleuHJyeljJVq6pcnxtuULMjr71WTVg8iVZjVa7RintzfKaKQqBo94oVumh3YdkzFf4eCDGNoc88iKyVd/uGDXD++Sps9dJLKsr41FMQHX3KJtPT4bXX1N/cMGDKFJXz9cILoX0rhSHLm0XL8S25/dfbqRlTkz9v+JPZN82mSaUmITnfz0B3YDfwCbAGuAQtwDQaTfhRGkn4+X1XnnLsTEr5NvB26LpTtnE6lSZq3hzGj1f52hERJ+xkWOD8iTDrPFgwBC7doHLEikKgaPekSZCUBBWLmeR/NmD6VLH0+HbQ6zdVr1NKmD1bTU0cM0b9Ab/7TrmkniF05fMpT7inn4YDB6B+fVVD9Pzz1aO0kVKyZN8SOtfqjNPq5PpW19O6amsGNB6QXTA7mBwAdgBdUXkLb6JmOkYG/UwajUZTcoTcB0wIURf4VUrZwv+6C/CslPJi/+vHAKSULwXhXAOBgQ0bNhyxdevW4jZX5khLUwETr1cNRTU5MchwbAsc/BMa3Vm82Yxer8pNSkgoVn/PCkyfEsBZR8DiBGsUzJyp/EQWL4a6dVWpA4fjjE1JCb//rvTv+vXQpYtytC8LoguU8Jq1fRZPznmS5fuXs/L2lbSt3jZk5zuOKpD9OmoK9DbActojNJqzF+0DFn6UxhDkMqCREKKeEMIODAN+CUbDUsppUsrbY2OD76hdFgiMVr3wArRrB1OnnrBDhcbQeJQSX+m7i56Ub7Uq8eV2w4svKjGmOZkNr8K8QeBzg7MSrNuq8rv694d9++D992HjxgKJrwDjxqlSnZMnq7z8siK+FuxeQM8vetJvYj8S0xP59LJPaVm1ZUjO5QHeR9VsHItyrP8TLb40Gk35ItQ2FN8Ci4EmQoi9QohbpZRe4C5gJrAR+F5KuT5I5xsohPgwNTU1GM2VWe64Q3mnXnGFumGfpLOObYXp58KGV4p3ojVrlC2/LtqdFylhzZOw+hGwxigLD4D4eDh+XFVb37oV7rxTjSGfht271eU9eFDp5u++U9GvK68sO5Zsx1zHuGTiJWxJ2sK7/d9l812buaXtLUEtlJ2bv4DRQFNgCfAd0CAkZ9JoNJrSQ5ciClMyM9WN+9tv4brr4OOPc93rpYRF18F/k6DHNKh5adFP9Nprakzsf/9TuUxnO9KEFWNgy9tAb3jpINQ+B377zb+9YGa2KSkqFz9QC33SJBg8OFSdLjwbEjfwxeoveLnPywghWLh7IW2rtyXSFprMq4XAVpTZn0TNdOyGTq7XaAqKHoIMP3QpojAlIgImTlTDkVOnwpYtuTYKAed9DPFtYNG1yiusqDz4oFIGDz+sxsTOdlY8oMTX4ni4brYyoLrhhpwIYQHE1zvvQMOG8OqrymJky5ayI762H93OjVNvpMX7LRi/fDxbktQHq2udriERX5uAy4ELgBdRLvYCNdNRiy+NRlOeKVcC7GwZggwgBDzxBGzbBq1aqXUHDvg3WiOh+09gOFSekjul6Cf57DNVi/Dmm1WC/tnMYkONic2rpRxy166Fa64p1HjhP/9A69bK7ePLL6FOndB1t6CkZKVwx6930PS9pkzeMJkHz3+QnffuDJmdxCHgTqAFashxLLCaMKiNptFoNEFCD0GWI77+WuWHffONMloHlDP7ronQ/i2wFDwZ/CTWrlXPLUOTeF1mcbng8w+h2h4Y9KoaO/z7bxg48AwFO3NYtEgFEN97TwmvzEw1XFwWcrx8pg+LYcHlddFifAsubnAxT3R7guoxp65DGQxWAZ2B24GnULMcNRpN0dFDkOFHuYqAne307q1K1QwerIa3pASqdINOHyjx5SuGu33Lljni65QFKssRmZlqrLB5fdhzD6S9Bsn/Qlyc8korgPjaulUVFejaFXbsyIlORkSUvvhKzkzmib+eoOX4lmR5s3BYHawftZ53L3k3JOLLA3wAPOB/3RblxvwOWnxpNJqzEy3AyhE1aqjgzNCh8MgjcMstKoADKFuK6S1h17fFO8mXXyoPjPJctPurr5T76WP3wF3HoLmhjG7jWxW4iUcfVd6rM2YoS7CtW6FfvzMfF2rS3GmMmz+O+m/XZ9yCcbSs2pLjruNAaMoGSeAnoCVqyHEF4PZv08JLo9GczZQrAXa25YDlR2SkmlH37LPKQX/2bP8GZzVVo3DJrXD0lCU1z8zQodCmTfkr2n38eE6dJ7cb2jeAT+tBdTd0nwr1rj1jE1lZObn4Tqeapbptm6o4VBbqNu5K2UWDtxvwxOwnuKDOBawauYrvhnxH5ajQlO7ajJrJeDnqi+ZnYA6qfqNGo9Gc7egcsHLM+vVw7rlqOS0Noq2HYYY/RaDfcnAWMQaxY4eKgjVsqIpKn8HrqkyTmqqGGt94Qyml++5TKmrvVFh8M3T/Ear1OW0Tpqny7558UnmvDhhQIj0vEB6fhzWH1tChRgeklNw7416ubXktnWt1Dtk5fSjT1P2o2YyPALegE+w1mlCic8DCj3IVAdPkJSC+Fi1SFXF+/bOKmhnpOgLzhygH96JQv74ailyxAu69N1jdLVmOHlUms+eco4TX+edDt27gc6kErdpXwGXbzyi+/vwT2reHm25SxdMrVSqh/p8Bn+lj4r8TafZeM3p+3pOkjCSEELzd/+2Qia9DKAPVvqihxxrAFlTdRi2+NBqNJi9agJ0FnHOOEmCXXQavf9YOed6ngAne40Vv9LLLVHLTxRcHq5sly7XXqv737q2E5LRp0MAO0xqreppwxoLmt94KF12kJkZ+8w0sWQKdQxdYKhBSSqZunErrD1pz/dTribZHM2nIJBIiQlfXMx1lI9EQmIBysA+kHuovGI1Go8mfcjUEWd6LcReHjAwVpZk8GYYPh/Hvm9gdQbw9ejxgswWvvWBz6FCOm3+1arBypepvYGbnkaUwtx9YIqH3nxDbNN9m9u9XUS67XYmuAwfgrrsKVe4xpKw/vJ4W41vQpGITnu/1PEOaD8EQoZNBq4BLgIPAFcA4IDTOYRqN5nToIcjwo1z9QC3vxbiLQ2SkqjP49NPw6afw2ecGuI7CnEuUV1hx+OwzlRNWFot279un8rrq1oX/+7+cWQnt2uWIr0N/w+wLwR4PF83PV3wdP66uXaNGMGGCWnfttfDAA6Uvvub/N59XF74KwLlVzuWvG/9i3ah1XHXuVSERXxIluECJra6oUkJT0OJLo9FoCkq5EmCa02MY8NxzMGcOjBgBCAOZth3mX6lsKopKw4awcaMKrZWViKqUcPfdKl/t3Xdh2DDYtEmpptykrFeRr6g60Gc+RNfLs9nrhQ8+UMJr7Fjlv3ppMUprBpPl+5fT7+t+dP+8O28veZs0dxoAvev1Dlmh7CVAD+B81DBjJDDZ/1qj0Wg0BUcLsLOQnj2VGNtzKI5LXvoZj8sF8waDN6NoDXbrBi+/DFOmwJtvBrGnRSAxUT0LoZKzbrpJFVv87DOlok4ktjm0eAou/Bsia5y0+frr4c47oXFjleM1aZLSdKXJfyn/ccV3V9Dxo44s27+MV/u8ypa7txBtjw7ZObcCQ1Hu9VuAh1EzHTUajUZTNMpVDlgAbUNRMPbuVbn0NZnOLw8MhHOuRnT9pmg27VLCFVfAr7/C3LnK/r0k2bIFxo1TiVmrVqkpoFKe+r3s+gYqdYbok9XUsmXQoAEkJKj640eOqOtUFtzrZ++cTbvq7ejySRfu7HAnY7qMoYKjQkjPuwIlvBzAQyg3+9BJPY1GUxR0Dlj4Ua4iYNqItXDUqgXz54O93qU89t04krcswH3s4JkPzI9A0e569ZSCKSk2bIDrrlM1mL7/HkaPzvGCOJVi2vwOLLoO1o/Ls3rnTlVXu1MnlS4GSkcOGlR64ivTk8lXa77igk8voOunXblq8lWsPLCS3WN280zPZ0ImvjKARf7ltsCzwDbgGbT40mg0mmCgI2AaTBOeekry/psp3P1APM8/X4zGMjNVscOSIC0NqldXka5Ro1RGfNWqpz9m/ThY8wTUGgxdJ4HFQXIyvPii8mO1WFQzDz8MMTEl8i7yZUvSFsYvG88Xa74gOSuZRgmNGN52OA0SGnBZ48twWEOT+e8FvgCeRtlL7AFK8TJoNJoCoiNg4Yf2R9RgGPDii4IOHeK5sJcXVj+JrHcLIrYIc9oC4mvOHFi+HB56KLidXbkSfvhBDTdGR6upnZ06ndkBVUpY8xhseAXqXg+dPwN/ovo998DEiap25vPPQ82awe1yQXF5lXuWw+pg1vZZvLfsPS5vdjkj24+kZ92eIbWTkMB0lGv9BqAL8BpafGk0Gk2o0BEwTV4y9iF/a8OewxXZVn8JvfsV0dJj5Ej48ENlcBqM2jxLlqhpiNOnQ1ycyvOqW7fgx3sz4a9eEN8W2eE9vv/BoF07lZe/Y4cKprUqeK3toLI1aSsfrviQz9d8zrje4xjRfgRp7jTS3elUjT5DRC9I/Au0BhoBL6PqN5ZyyptGoykEOgIWfpSrHDBNEIisSVLzyVSP2U7m7Ot4711f0Zwl3nwzp2j3zp1F78/evcptv3NnWLxYjRX+91/BxZfpVbM7rRFw4V/My3yf8zobDBum7CVAzWosafElpeT79d9z4ZcX0vjdxrzxzxt0P6c7Laq0ACDaHh1y8bUd+NS/3AoVAVuPMlTV4kuj0WhCixZgmpOo1LwHvjZvc2mb6aTOf4rRo5XRfaGIiFC2FFLCkCGQlVXwY6WEw4fVcsWKcPAgvPqqEl6PPw4VCph47nPBwqth3iA2bfQx6MooevQU7N8Pn3+umixpkjKSABBC8Pri19l+dDsv9HqBPWP2MOWqKXSp3SXkfTgC3As0A8YAKf71lwBluJaBRqPRlCt0DtgZOOZ10eCHoTSt24vLm13BRXHn0JTyf6NytrgDmbGaBwe+Sf17RyFlLcaPL2QjgaLdgwYpxXPHHaffX0qYNUsNNe7fD5s3KyG3enXhpyF6M2D+FXBgJrR7kw8/tDBnjgqg3XefqgxQUnh8Hn7Z/AsTVkxgwe4F7L1/LwkRCUy9eipVo6piMUrGUSsDeAs1xJgG3Iaa3RhXImfXaDQaTW7KVQ5YKGpBjln3HW9OGZazokpLLI0HcEvLa/moSgsk8A/QgnKYsOxzw/GtfP3ruXTporyxisS8ecqs9VQiSkqV2zV2LCxdqvwxHn1U2fXb7YU/n+cYvtkDMI4sYHP8xzS9ZDgpKeB2Q5UqRXwPReBQ2iHeWfoOn6z6hINpB6ldoTa3tbuNuzvdTXxEfMl1xM8uVKmgfsBLQPMS74FGowkVOgcs/ChXAixAMJPwj3ldjN3yK0MrNWHK9llM2zKNTf/N56a+r/NZ53vZmJlM852zoUFfGjpiaAu0AQZTzm5wOyciq13EqPurMGQIXHhhUdrYqWwqmp9wZWbOhH79VF7XY48p9/oiFlj0+WDfN5dRnd+5/v2vadDrasaNO/NxwcJreknJSqFSZCW2JG2h+XvN6d+oPyPbj6R/w/4lFu0CNbPxd2AG8LZ/3S6gbon1QKPRlBRagIUfWoAVgeTMZAxhEOuM5dN/J3Lr1OuxWOxUrNsTX+OBJDUeyJdx53ADsBblHt4GZWjZFmhImCXfpe+BXxvjqdCJTo/+ydr1Nt5998wjinkwTZXp7narKNcff0BqKtx2m9o2ZQoMHgy2og/u/vUXjBkDZvI6Ljp/N1fefQkXXFDk5grFntQ9fLzyYz5Z9Qmda3Vm8lWTATicfpgqUSUYdvOzHPW5m4v6vP0DVCzxXmg0mpJCC7DwI6x0QFkhPiKeWKeyZ7ixxdXMvWku93W6m7iUXST9fje8VZcOqaq49X+ZRzlg+ngdGIYaAqoALPW3tRt1syxEinrJE1UbOn2MLXkeS96/j379VH3Eu+9WxaoLhGHA+PGwfbsyT73qKvj0UzX8aBgwdGixxBdpu3DseJX0dMkz/2vB/yaVjPiavXM2A78dSN236jJ23lhaVm3JTa1vyt5e0uLrEHAN0BE1o/FdlK+XFl8ajUZTttBJ+MXEaljpUbcHPer24P/6/h9bkrYw7795NIutA8BX0+/kwM45XNP4Ulo1GkBkg75sdsQQSKf6EngKVdi4GTmRsjuBEvKTLxj1roOUNdg3vsYv/2vDw01H8Prrqvb1pEkFbKNbN7j1VvjoI7j/fjUNsRg1fvbsgSefhEG9NnNFXB+6xqWxYfm1OOJrFbnNgrD/+H6qRFXBaliZu2suy/Yt49Guj3Jbu9uoF18vpOc+FRJlHREBLAaeREXAQlslUqPRaDRFRQ9BhpipG6fyw4Yf+H3b76RkpWC32BneZjjjB6gphftQw0OrgVX+5yTgOEodP+tfH8gtawvUoZR8mkwf/D0ADs2Ggdv49Lva1K0LvXsXog2XSxXsHjCgyHleqanwyivwxhvQotYa5j59EVFRAnr9AfGhMfQypcms7bOYsGIC0zZPY8pVUxjUdBBp7jQcFgc2S+nMi81E5XdNQw03WgE3UISpCxqNJozRQ5Dhh46AhZjLm13O5c0ux+PzsGjPIqZtmUatCipC4/a5ueqLXvQ4pwcDGw/k2ZqdsBgWUsj5wwhgC+oGG5DKrYA1/uW5qOGlErHGMCzQ9Rs4PA+iajN8eM6mt9+Gli2hV68ztOFwwJVXFrkL330Hd90FR47A06P/4elu/bE4oqH3n1ChCKWTzkCWN4s3Fr/Bhys/ZFfKLipHVuaBLg/QplobQBmmlgY+4CtU9HQvMABIRX0WtPjSaDSaso+OgJUie4/t5YapNzD/v/n4pI/KkZW5tPGljOk8hlZV80Zy0lEJ/asBExjlX18PNbPNgbLCaIMy1LyiJN5A0nKIPZcsbwQdOijbrvffV+4RwURKlWtms8EvvyiT/ddeg/aVp8Cax6HXTIiuG7TzmdJkR/IOGiY0xJQmjd9pTJ3YOoxsP5LBTQeHrBB2QdmDElz/onK9XgV6lmaHNBpNqaMjYOGHFmBlgOTMZGZsm8G0LdP4fdvvTLtmGhfUuYCVB1aycPdCBjYZSN24uvkeu4G8w5ergCHAB6goSTtU4n/uIcxqweh0xj74pQHUGQJdviL1mGDYMJgxQxmdvvYaWIMQX/3nH3jwQRVZGztWiTEyDyEi/WV6fG6wBCfmczj9MJ+v/pwPV3xISlYK++7fh8Pq4LjrODGOknV58wCJ/sdh/3MWEIvy8RoG3AAMRZcN0mg0WoCFI+VKgIXCiLWk8fg8WAwLhjAY+/dYnp77NAAtqrRgYOOBDGg8gM61OmOI/CewSsAFOIFk4FaUMMtdjfFl4BHgGMojqi3QgCJMiV33Ivz7JLR9DZo9iNcLDz2kIlQDBqhoVVFz7LdtU5ZgkydDtWrw8svKHoxdk2DJcOjxK1QrTPLZad7G4XW8MO8Fftz4Ix7TQ7c63RjZfiRDzx2KPUjizoMqAVTd/3oxaiZsbpGVifp7AFwF/HBCG7Go3MDvgaIP4mo0mvKIFmDhR7kSYAHCLQJ2OrYmbWXalmlM2zKN+f/NJ9YZy+EHD2MxLPx76F/qxdUrUHQmBZU3tgrojoqMzQECEiYKaI0SY3ehcsrOiJSq1uKeKdDjN6hxMaAmOXq9yqqiKHz0EYwerYYcH34YHngAoqOBbR/D0tuhSjfoMQ1sRZ/jl5SRhNvnpnpMdRbuXsiAbwdwU+ubuL397TSvfGYLXS9KUAWiUwERdRsQicrP+jDX9mT/cen+7WOAN1Git7L/URWY5V/3O/Cff30V/3MFlHAbgBpy1mg0mgBagIUfWoCFESlZKWxM3EiX2l2QUtLwnYbsSd1Dz7o9Gdh44GmHKvPDjfKKWk3OEOZq4C9UbtF3wAvkDF8GHgm5G/Gmw6zzIX03XPKv8gzLxW+/QVQU9Ohx+r5kZkJGhqq9vXq1yiV77jllGQbApjdh5Rio3g+6TQFr4Ys5SilZsHsBE1ZMYPKGyQxvO5z3L30fKSVp3izSbRHEoaKH21AiKPcQ4GHgM5Sx6duogtYnsgVoBHzhfwTEVUBE3Yyyikjy7x+PNuPTaDTFRwuw8EMLsDBFSsm8/+ZlR8e2JG0B4JGuj/Byn5eRUmJKs9Clb0z/s4EaDnsXJc7259pnH1ADFY05DHRI20WNXRMR5z4GuYZGTRM6d1aCavx4ZQF20vlM+OYbePxxJdK++iqfTh2cDbMvhNpXwvkTwXLm+I8PFaEKCKdJKz5i2pI3OZi4gQqOClzc6ga2d7iD9CotSASO+o+bBVwETEHl0hmomYUBAfUeqsTUOmAeecVVZf++WlBpNJqSRguw8EMLsHLClqQt/LrlV9pVb0fPuj3ZmLiRHp/34NLGlzKg0QD6NuhbrETyw6jo2DrU8JkArgcm+rcnoKJjPTMP8qSzCkIYSCA1Ba6+GmbNUkOJr7wCFr8mnD1b5YytXAnt2qnE/Xw9xaTE3PUNR865GqthJQGVv/YleSNUiajh06HAcinpeGAlVG+nEtF+vQMOruKW9iN559yr2WaP4l5OFlADgHOADP8jHmWSq9FoNGUZLcDCDy3AyikbEjfw4vwX+X3r7yRnJWO32OlZtyfvXfIeDRMaBuUcAWuMwPDl7swDTPy9DQkNRkDrF7gUJY5ambBtMsx7Ey6uAT9PhAkfwr1joVorGP4ItLwQkgw1Y7MPkGH6+GnN40ysfwtLY5uShJpg8DTwHKrkTjWUEEwgR0TdmpXKsX+/YvyKD9lweC0vDF9E19pdiPO5qWmxk4AWVBqNpvyhBVj4oY1YyynNKzdn4hUT8ZpeFu5eyLQt05ixbQaVIysD8MXqL9h0ZBMDmwzkvJrnFXqoElTifmf/AwBnNWTNy2D9ixDfms51hvI38JMBR68CroJ1G+CJlXDbQLDdAQdtMC5Xm8OBPqaHiMU3c+1/3+BzVOSc2KbZEaou/v0qo0RYAupDnJieyKN/Psqd6yeR4cmgffX2fDjgQ66p2pJoCJpVhUaj0Wg0wUBHwM5SxswYwztL38k2gL2k0SVc3vRyBjUdVLyGfS74qxckr4G+iyC+NRLl1r4K+HoD/NAEHlwKzbuoGYG5E9Ur+rKwLhwGe3+G1uPg3MdOearjruPsSN5B62qtyfRk0vS9plzc4GJGth9J+xrti/c+NBqNJozQEbDwQwuws5iUrJQcA9itv9Ouejv+vPFPAH5Y/wMda3Ys1KzKbDIPwIyOYFjh4uXgrJS96ZgLxq6Ep9pBhRNz6b3pMG8wHPwT2r8DTe7Kt/kV+1cwYcUEvln7DdWiq7Hl7i0YwsBrerEaOqir0WjOPrQACz/03eosJs4Zx7AWwxjWYhhe00tieiKgnPmHTRmGKU1aVGnBgEYDCjdUGVEduk+Fja+fNGOxggNe63KK4xAgfdD5M6h/80lbZ2ybwZOzn2TFgRVEWCMY1mIYI9uPRPi94LX40mg0Gk24oCNgmnwJGMD+uuVX5v03D5/08U7/d7ir011kejLxmt6Cz6o0PWCcplR4ViIYdrDHgjTzWFmsObiGatHVqBpdlR83/sgzc59hZPuRXN/qeuKcccV7kxqNRlNO0BGw8EMLMM0ZCQxVXlDnAmpVqMXX/37N8J+HF8wANisR5lwMjUZBw9tO3p6xD2b3gcg60GsGCEGGJ4Pv13/PB8s/YMm+JTzb41me6fkMpjQRCERR6xtpNBpNOUULsPCjzAswIUQzlOl4JeAvKeX4Mx2jBVhoWXd4HV+s/oJpW6axOWkzoGpVLhy+kAqOE8oDmV6YewkcngsXzoXK5+dsS9sBf/UB1xHo+SuycjcemPUAn676lFRXKk0rNWVk+5Hc2PpGEiIS0Gg0Gk3+aAEWfoRUgAkhPkV5Wx6WUrbItb4f8BbKkuljKeXLBWjLAD6SUubjp54XLcBKjsBQ5b+H/uXzwZ8DMHr6aNI96QxsPFAZwOKBmZ3Amwb9lkNkLUjdCLP7kOnJZF7DZ7m43T0AXDPlGgxhMLL9SLrV6aajXRqNRlMAtAALP0ItwLoDacCXAQEmhLCgSuZdhHInWAZcgxJjL53QxHAp5WEhxGXAo8C7UspvznReLcBKl1HTRzFp3SSSs5KxGTZ61u3J8MYXMey/56FCU+gzj02/dGDC/l18kWYl2XWMbXdvo0FCA6SUWnRpNBpNIdECLPwI+RCkEKIu8GsuAdYFeFZKebH/9WMAUsoTxVd+bU2XUl56pv20ACt9vKaXRXsWMW2zqlU5qMkgXml2PsdXPELH7SlsPn4Im2HjimZXMLL9SHrW7amFl0aj0RQRLcDCj9KYt18T2JPr9V7gvFPtLIToCVwBOIDfTrPf7cDtAHXq1AlCNzXFwWpY6X5Od7qf053X+r6Gx+cBi43xq39g8/GJXFe/G/+7YjJVoqqUdlc1Go1GoylxSkOA5RfmOGUYTko5F5h7pkallB8CH4KKgBWxb5oQYbMoG4p7L3qfBhWqM+C8p3CcmLCv0Wg0Gs1ZQmkIsL1A7VyvawH7S6EfmlLA4ajAld1fK+1uaDQajUZTqhhn3iXoLAMaCSHqCSHswDDgl2A0LIQYKIT4MDU1NRjNaTQajUaj0YSEkAowIcS3wGKgiRBirxDiVimlF7gLmAlsBL6XUq4PxvmklNOklLfHxsYGozmNRqPRaDSakBDSIUgp5TWnWP8bp0moLypCiIHAwIYNGwa7aY1Go9FoNJqgURpDkCFDR8A0Go1Go9GEA+VKgGk0Go1Go9GEA+VKgOkkfI1Go9FoNOFAuRJgeghSo9FoNBpNOFCuBJhGo9FoNBpNOKAFmEaj0Wg0Gk0JU64EmM4B02g0Go1GEw6UKwGmc8A0Go1Go9GEA+VKgGk0Go1Go9GEA0JKWdp9CDpCiETgv3w2xQInjk8WZN2JrysBR4rZzdORX5+CedyZ9jvV9oKuP9M1LavXrzDHnm6/wm7Tn8GCby/qZ1Bfv9NvK+xnMNTX71R9CuZxwfwMloV/w+dIKSsHsT1NqJFSnjUP4MOirMvn9fKS7mcwjzvTfqfaXtD1Z7qmZfX6BesaFnab/gyG/jOor19wP4Ohvn5l+RqGy79h/Sj7j7NtCHJaEdflt08oKer5CnrcmfY71faCri/odQ4VxTlXMK5hYbfpz2DBtxf1M6iv3+m36c9gwbeHy/XTlHHK5RBkqBFCLJdSdijtfoQr+voVH30Ni4e+fsVDX7/io6+h5myLgAWLD0u7A2GOvn7FR1/D4qGvX/HQ16/46Gt4lqMjYBqNRqPRaDQljI6AaTQajUaj0ZQwWoBpNBqNRqPRlDBagGk0Go1Go9GUMFqAFRMhRH0hxCdCiMml3ZdwRQgxWAjxkRDiZyFE39LuT7ghhGgmhPhACDFZCHFnafcnXBFCRAkhVgghBpR2X8INIURPIcR8/+ewZ2n3JxwRQhhCiBeFEO8IIW4q7f5oQo8WYPkghPhUCHFYCLHuhPX9hBCbhRDbhBCPAkgpd0gpby2dnpZdCnkNf5JSjgBuBq4uhe6WOQp5/TZKKe8ArgL0tHY/hbmGfh4Bvi/ZXpZdCnn9JJAGOIG9Jd3Xskohr+EgoCbgQV/DswItwPLnc6Bf7hVCCAvwHtAfaA5cI4RoXvJdCxs+p/DX8En/dk0hr58Q4jJgAfBXyXazTPM5BbyGQog+wAbgUEl3sgzzOQX/DM6XUvZHidjnSrifZZnPKfg1bAIsllLeD+hI9lmAFmD5IKWcBxw9YXUnYJs/4uUGJqF+sWjyoTDXUCheAX6XUq4s6b6WRQr7GZRS/iKlPB+4rmR7WnYp5DXsBXQGrgVGCCHO+u/Gwlw/KaXp354MOEqwm2WaQn4G96KuH4Cv5HqpKS2spd2BMKImsCfX673AeUKIisCLQFshxGNSypdKpXfhQb7XELgb6APECiEaSik/KI3OhQGn+gz2BK5A3fh+K/luhRX5XkMp5V0AQoibgSO5BIUmL6f6DF4BXAzEAe+WQr/CiVN9D74FvCOE6AbMK42OaUoWLcAKjshnnZRSJgF3lHRnwpRTXcO3gbdLujNhyKmu31xgbsl2JWzJ9xpmL0j5ecl1JSw51WfwR+DHku5MmHKqa5gB6Hzis4izPsxeCPYCtXO9rgXsL6W+hCv6GhYPff2Kj76GxUNfv+Kjr6EG0AKsMCwDGgkh6gkh7MAw4JdS7lO4oa9h8dDXr/joa1g89PUrPvoaagAtwPJFCPEtsBhoIoTYK4S4VUrpBe4CZgIbge+llOtLs59lGX0Ni4e+fsVHX8Pioa9f8dHXUHM6dDFujUaj0Wg0mhJGR8A0Go1Go9FoShgtwDQajUaj0WhKGC3ANBqNRqPRaEoYLcA0Go1Go9FoShgtwDQajUaj0WhKGC3ANBqNRqPRaEoYLcA0mnKMEGKuEKJDCZznHiHERiHExALuX1cIsS7U/TrFueOEEKNK49wajUYTQAswjUaTL0KIwtSKHQVcIqW8LlT9CSJxqP5qNBpNqaEFmEZTyvijQRuFEB8JIdYLIWYJISL827IjWEKISkKIXf7lm4UQPwkhpgkhdgoh7hJC3C+EWCWE+EcIkZDrFNcLIRYJIdYJITr5j48SQnwqhFjmP2ZQrnZ/EEJMA2bl09f7/e2sE0Lc51/3AVAf+EUIMeaE/S1CiNf85/lXCDEynzbz3UcI0VMI8bcQ4nshxBYhxMtCiOuEEEuFEGuFEA38+1UWQkzxH79MCNHVv/5Z/3ucK4TYIYS4x3/Kl4EGQojV/vNWF0LM879eJ4ToVrS/pEaj0RScwvzC1Wg0oaMRcI2UcoQQ4nvgSuDrMxzTAmgLOIFtwCNSyrZCiDeAG4E3/ftFSSnPF0J0Bz71H/cEMFtKOVwIEQcsFUL86d+/C9BKSnk098mEEO2BW4DzAAEsEUL8LaW8QwjRD+glpTxyQh9vBVKllB2FEA5goRBiFiALsA9Aa6AZcBTYAXwspewkhLgXuBu4D3gLeENKuUAIUQdV4qWZ//imQC8gBtgshBgPPAq0kFK28b+vB4CZUsoXhRAWIPIM112j0WiKjRZgGk3ZYKeUcrV/eQVQtwDHzJFSHgeOCyFSgWn+9WuBVrn2+xZASjlPCFHBL7j6ApcJIR707+ME6viX/zhRfPm5AJgqpUwHEEL8CHQDVp2mj32BVkKIIf7XsSixuaUA+7iBZVLKA/7zbScnKrcWJawA+gDNhRCB9ioIIWL8y9OllC7AJYQ4DFTNp4/LgE+FEDbgp1x/B41GowkZWoBpNGUDV65lHxDhX/aSkyrgPM0xZq7XJnn/bZ9Y8FWiIlhXSik3594ghDgPSD9FH8Up1p8OAdwtpZx5wnnqFmCfnhTsPRpAFyll5gnHw8nX9aTvPL8w7Q5cCnwlhHhNSvllAd6bRqPRFBmdA6bRlG12Ae39y0NOs9/puBpACHEBaqgvFTVMd7fwqxQhRNsCtDMPGCyEiBRCRAGXA/PPcMxM4E5/dAkhRGP/sYXd53TMAu4KvBBCtDnD/sdRQ5KB/c8BDkspPwI+AdoV4twajUZTJHQETKMp2/wf8L0Q4gZgdhHbSBZCLAIqAMP968aicsT+9YuwXcCA0zUipVwphPgcWOpf9bGU8nTDjwAfo4ZTV/rPkwgMLsI+p+Me4D0hxL+o77R5wB2neR9JQoiFQtlg/A6sAx4SQniANFT+nEaj0YQUIeWJoxMajUaj0Wg0mlCihyA1Go1Go9FoShgtwDQajUaj0WhKGC3ANBqNRqPRaEoYLcA0Go1Go9FoShgtwDQajUaj0WhKGC3ANBqNRqPRaEoYLcA0Go1Go9FoShgtwDQajUaj0WhKmP8HHgh4ZmRUGmoAAAAASUVORK5CYII=\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -4202,7 +2213,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAmAAAAGHCAYAAAAXwu53AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOzdeZyN1R/A8c+5+zr7Praxm2HsEiKKVLTJkgqRQvFrIUop2ilJC1LaS4v2fVOkZAtZQmQdxuzb3e89vz+eGZHBEDOM83695jXmuc99nnNvM813vud7vkdIKVEURVEURVEqj66qB6AoiqIoinK2UQGYoiiKoihKJVMBmKIoiqIoSiVTAZiiKIqiKEolUwGYoiiKoihKJVMBmKIoiqIoSiVTAZiinMaEEOcJITZV9ThOR0KI7UKIC6t6HIqiKCdCBWCKcpooL6CQUi6WUjaqovEMEUIEhRDFQohCIcRqIUSvgx4PE0LMEELsLD3nr9KvYw46Z4AQ4jchRIkQYn/pv0cJIUTp4zWEEAuEENlCiAIhxB9CiCFV8HIVRVEqlQrAFEU5jBDCUPrPX6WUDiACeAl4VwgRJYQwAd8DaUBPIAzoAOQA7UqvcSfwNDANSADigRFAR8BUev3XgV1AbSAaGARknuKXd0QHvW5FUZRTSgVginIaE0KcL4TYfdDX24UQY4UQa0szRu8IISwHPd6rNFOVL4T4RQiRftBjE4QQW4UQRUKIDUKIKw96bIgQYokQ4ikhRC7wwMHjkFKGgHmAFaiLFijVAq6UUm6QUoaklPullA9KKb8QQoQDU4BRUsr3pZRFUvO7lPJaKaW39NJtgVeklCVSykDp418eNK7LhBDrS1/Pj0KIJuW8R0lCCLcQIuqgYy1Ls2rG0q+HCiE2CiHyhBBfCyFqH3SuFELcIoTYAmw5rv9AiqIoJ0gFYIpy5umHlnVKAdKBIQBCiFZoQdLNaNmkOcAnQghz6fO2AucB4cBk4A0hROJB1z0H2AbEAQ8ffMPSzNCNQDFakHIh8JWUsvgIYzwXMAMfH+O1LAWeK52qrPWvezYE3gZuA2KBL4BPS7NvB0gpM4BfgT4HHR4IvC+l9AshrgDuAa4qvc7i0use7Aq01596jPEqiqKcFCoAU5Qzz0wpZYaUMhf4FGhRenw4MEdK+ZuUMiilfBXwAu0BpJTvlT4vJKV8By2QanfQdTOklM+UZqLcpcfaCyHygX3ANWgZrwK0AG/vUcYYA2RLKQNlB0ozcvml2arOpYf7ogVE9wF/l2bv2pY+1h/4XEr5rZTSDzyBloHrUM793iodH6X1ZQNKj4EWkD4qpdxYOp5HgBYHZ8FKH8896HUriqKcUioAU5Qzz76D/u0CHKX/rg3cWRrk5JcGTjWBJAAhxKCDpifzgaZogVKZXeXca6mUMkJKGSOlbC+l/K70eA6QWM75HPR4zME1VVLKDlLKiNLHdKXH8qSUE6SUaWg1YquBj0qDqCRgx0HPD5WOMbmc+70PnCuESAI6AxItsCt7X54+6HXnAuJf1ynvtSuKopwyKgBTlOpjF/BwacBU9mGTUr5dmu2ZC9wKRJcGQuvQApEy8jju9R1wkRDCfoTHf0XLvl1e0QtKKbPRslxJQBSQgRY8AQcyWzWBPeU8Nx/4Bm16diDwtpSy7PXsAm7+1/tilVL+cvAlKjpORVGUk0EFYIpyejEKISxlH8DxrMqbC4wQQpwjNHYhxKVCCCdgRwsysgCEEDegZcBOVNnqxQVCiMZCCJ0QIloIcY8Q4pLSgGgy8LwQ4mohhKP0nBalY6F0HI8LIZoKIQyl4xwJ/CWlzAHeBS4VQlxQWkx/J1pQ9wvlewttcUAf/pl+BJgN3C2ESCu9Z7gQou9/eO2Koij/mQrAFOX08gXgPujjgYo+UUq5Aq0O7FkgD/iL0gJ9KeUG4Em0zFQm0AxYcqKDLF3FeCHwJ/AtUAgsQ5vS/K30nKnAHcBdwP7S+84BxvNPEGUDPgTy0RYA1AYuK33+JuA64BkgG+gN9JZS+o4wrE+ABkCmlHLNQWP9EHgcmC+EKETL/F18oq9dURTlZBD/ZOkVRVEURVGUyqAyYIqiKIqiKJVMBWCKoiiKoiiVTAVgiqIoiqIolUwFYIqiKIqiKJVMBWCKoiiKoiiV7Hh6DJ0xYmJiZJ06dap6GIqiKIpSKVauXJktpYyt6nEoFVctA7A6deqwYsWKqh6GoiiKolQKIcSOY5+lnE7UFKSiKIqiKEolUwGYoiiKoihKJVMBmKIoiqIoSiWrljVgiqIoinK2W7lyZZzBYHgRaIpKuFS2ELAuEAjc2Lp16/3lnaACMEVRFEWphgwGw4sJCQlNYmNj83Q6ndr4uRKFQiGRlZWVum/fvheBy8o7R0XEiqIoilI9NY2NjS1UwVfl0+l0MjY2tgAt+1j+OZU4HkVRFEVRKo9OBV9Vp/S9P2KcpQIwpcK2b99O06ZHDOYVRVEURakgFYCdJYLBYFUPQVEURVHOKIFA4JRdWwVglei1114jPT2d5s2bc/3117Njxw4uuOAC0tPTueCCC9i5cycAQ4YMYcyYMXTo0IG6devy/vvvA9C/f3+++OKLA9cbMmQICxYsIBgMMm7cONq2bUt6ejpz5swB4Mcff6Rr164MHDiQZs2aEQqFGDVqFGlpafTq1YtLLrnkwLVXrlxJly5daN26NRdddBF79+49cLx58+ace+65PPfcc5X5dimKoihnuE2bNpnq1q2bNmDAgNr169dP69ixY4Pi4mLxyy+/WJs3b964YcOGqd27d6+XlZWlL+/5Nput5fDhw2ukpqY2OffccxtmZGQY1q9fb05NTW1Sds4ff/xhTktLawIwatSo5Hr16qU1bNgw9aabbqoB0KdPnzoDBw6s1bp160Z16tRp+vbbb4eXja1169aNUlNTm6Smpjb59ttv7QCfffaZ85xzzmnYu3fvlEaNGqUVFhbqzj///PqNGjVKbdCgQdrcuXMjARYvXmxr27Zto7S0tCadOnVqsGPHDuPxvDdn5SrI2267jdWrVx/zvFAoRE5ODtHR0eh0R49VW7RowYwZM474+Pr163n44YdZsmQJMTEx5ObmMnjwYAYNGsTgwYOZN28eY8aM4aOPPgJg7969/Pzzz/z5559cdtllXH311QwYMIB33nmHSy65BJ/Px/fff8+sWbN46aWXCA8PZ/ny5Xi9Xjp27EiPHj0AWLZsGevWrSMlJYX333+f7du388cff7B//36aNGnC0KFD8fv9jB49mo8//pjY2FjeeecdJk6cyLx587jhhht45pln6NKlC+PGjavoW6woiqKcToYOrcm6dbaTes2mTV3Mm7frWKft3LnT8sYbb2zr0KHDjksuuaTua6+9FjljxoyEp556auell15afNtttyWNHz8+aV4513K73bpWrVq55s6du3vs2LGJEyZMSHrttdd2Op3O4C+//GLt0KGDe86cOTEDBw7MyczM1H/xxReR27ZtW6fT6cjOzj4Q1O3atcu8bNmyTRs2bDBfeOGFjS6//PI/kpKSAosXL95ss9nkH3/8Yb7mmmvqrlu3biPA2rVr7b///vv6xo0b+1555ZWIhIQE/48//vgXQE5Ojt7r9YoxY8bU+vzzz/9KSkoKzJ07N3Ls2LHJ77333vaKvn0qA3YUOTk5bNiwgZycnP98rR9++IGrr76amJgYAKKiovj1118ZOHAgANdffz0///zzgfOvuOIKdDodqampZGZmAnDxxRfzww8/4PV6+fLLL+ncuTNWq5VvvvmG1157jRYtWnDOOeeQk5PDli1bAGjXrh0pKSkA/Pzzz/Tt2xedTkdCQgJdu3YFYNOmTaxbt47u3bvTokULHnroIXbv3k1BQQH5+fl06dLlwBgVRVEU5XgkJyd7O3To4AZo2bKla+vWreaioiL9pZdeWgwwfPjwnKVLlzrKe65Op+PGG2/MBRg6dGjOsmXLHABDhgzJnjt3bkwgEODjjz+OHDZsWE5UVFTQbDaHBgwYUPvVV1+NcDgcobLr9OnTJ1ev19OsWTNvzZo1vatXr7b4fD4xcODAOg0bNkzt27dvva1bt1rKzk9PTy9p3LixD6BVq1buxYsXh40cOTL5q6++ckRHRwfXrl1r3rJli7Vbt24NGzdunDpt2rTEjIwMlQE7lqNlqg7m9Xr57LPP6NWrF2az+T/dU0qJEOKo5xz8+MH3k1JbxGKxWDj//PP5+uuveeedd7jmmmsOPP7MM89w0UUXHXK9H3/8Ebvdfth1yhtbWloav/766yHH8/PzjzlmRVEU5TgtXAgtWkBkZOXdswKZqlPFZDId+OWj1+tlfn5+uYFKIBCgadOmqQA9e/bMnzFjRsa/zyn7nTR48OC8xx9/PGn+/PlFzZo1cyUkJAQBVq9evfGTTz4Jmz9/fuSsWbPili5duvng5x18nYcffjg+Li7Ov2DBgr9DoRBWq7V12eM2m+1A8Jaenu5dtWrVhgULFoRPnDgx+bvvvivs169ffv369d2rV6/+80TfF5UBOwqz2UyfPn3+c/AFcMEFF/Duu+8eyKbl5ubSoUMH5s+fD8Cbb75Jp06djnmdAQMG8PLLL7N48eIDAddFF13ErFmz8Pv9AGzevJmSkpLDntupUycWLFhAKBQiMzOTH3/8EYBGjRqRlZV1IADz+/2sX7+eiIgIwsPDD2Tm3nzzzf/2JiiKopzt1q+HSy6B3r3B663q0VSJ8PDwYFhYWPCrr75yALz00kvR5557brHBYODPP//c8Oeff24oC75CoRAvv/xyJMArr7wS3a5duyIAm80mu3TpUnDHHXfUGjJkSDZAQUGBLjc3V9+/f/+C2bNn79q4ceOBKdcPPvggMhgMsn79evOuXbvMzZs39xQUFOgTExP9er2e559/PvpIi9W2b99udDqdoVGjRuXedtttmatXr7alp6d7cnNzDd99950dwOv1ihUrVljKvcARnJUZsKqQlpbGxIkT6dKlC3q9npYtWzJz5kyGDh3KtGnTiI2N5eWXXz7mdXr06MGgQYO47LLLMJlMANx4441s376dVq1aIaUkNjb2QC3Zwfr06cP3339P06ZNadiwIeeccw7h4eGYTCbef/99xowZQ0FBAYFAgNtuu420tDRefvllhg4dis1mOyzDpiiKohyHkhK4+mowGOCXX+Czz6BPn6oeVZV4+eWX/x45cmTtMWPG6GrVquV9++23t5d3ntVqDa1fv96alpaW4HQ6gx988MG2sscGDRqU++WXX0ZeddVVhQD5+fn6Xr161fd6vQLgoYceOpD1q1+/vrddu3aNcnJyjDNmzNhhs9nkbbfdtr9Pnz71Pvroo8hOnToVWa3W0OEjgJUrV1rvvvvuGjqdDoPBIJ9//vkdFotFzp8/f+uYMWNqFRUV6YPBoBg5cmRmmzZtPBV9D8SRpqXOZG3atJErVqyo6mGcloqLi3E4HOTk5NCuXTuWLFlCQkJCVQ9LURSl+hs8GF5/HZ59FsLCoG9fOAkzLABCiJVSyjYHH1uzZs325s2bZ5+UG1QRm83W0uVy/V7eY5MmTYovKCjQP/3004dNVR6sT58+dXr16lVwww035J2aUR7ZmjVrYpo3b16nvMdUBuws06tXL/Lz8/H5fNx3330q+FIURakMr7wCr70GN92kZb3i46t6RGe07t2719uxY4f5p59+2lzVYzlRKgA7y5TVfSmKoiiVZMMGuOUWaNMG7roLYmLA7wfjcS2aOysdKfv17bffbq3oNRYsWLD9pA3oJFJF+IqiKIpyqrhc2lSjxQJPPgk1akBeHuzfX9UjU6qYyoApiqIoyqlyyy2wcSPMnq21nvD5IDNTqwFTzmqnfQZMCHGFEGKuEOJjIUSPqh6PoiiKolTIa69ptV/DhsHll2sF93v3wk8/wbvvnrVtKBRNlQRgQoh5Qoj9Qoh1/zreUwixSQjxlxBiAoCU8iMp5XBgCNC/CoarKIqiKMdn40YYORJat4Zx47SmqxkZ8PvvMHo0jB2rtaFQzlpVlQF7Beh58AEhhB54DrgYSAWuEUKkHnTKvaWPnzVeeeUVMjKOurr2jHf++eejWoYoilKtlNV9mc3wxBNQqxbk5MDjj2urIGvVgunToVcvrSv+1KlVPeLTxsyZM6O3b99+VqxOqJIATEq5CMj91+F2wF9Sym1SSh8wH7hcaB4HvpRSrqqM8U2dOpWFCxcecmzhwoVMreQfktM9ADtS12BFUZSz2ujRWsf7Rx+Fli3B7YZ9++Drr6GoCEaMgB49tGas/fpB27ZVPeLTxhtvvBGzc+dOFYBVsmTg4L2qdpceGw1cCFwthBhxpCcLIW4SQqwQQqzIysr6TwNp27Yt/fr1OxCELVy4kH79+tH2P/yQbN++nSZNmjB8+HDS0tLo0aMHbrcbgNWrV9O+fXvS09O58sorycvL4/3332fFihVce+21tGjR4sC5Zf766y8uvPBCmjdvTqtWrdi6dStSSsaNG0fTpk1p1qwZ77zzDqC1njj//PO5+uqrady4Mddeey1SSr788kv69et34Jo//vgjvXv3BuCbb77h3HPPpVWrVvTt25fi4mIA6tSpw5QpU+jUqRPvvfceX3zxBY0bN6ZTp06MGTOGXr16AVBSUsLQoUNp27YtLVu25OOPPwbA7XYzYMAA0tPT6d+//2GvS1EU5Yz2xhswb55W93XZZVqriX37YPJk2LFDa0Px2GNaBqxfP60WrGvXqh71KbNp0yZTSkpK2lVXXVWnYcOGqT179qxbVFSkW7x4sa1t27aN0tLSmnTq1KnBjh07jC+//HLkunXrbIMGDarbuHHj1OLiYjFq1KjkevXqpTVs2DD1pptuqgGwa9cuQ/fu3es1atQotVGjRqnffvut/VjjOB2dTqsgy9v1WUopZwIzj/VkKeULwAugdcL/LwPp2rUr7777Lv369WPkyJHMmjWLd999l67/8Ydky5YtvP3228ydO5d+/fqxYMECrrvuOgYNGsQzzzxDly5dmDRpEpMnT2bGjBk8++yzPPHEE7Rp0+awa1177bVMmDCBK6+8Eo/HQygU4oMPPmD16tWsWbOG7Oxs2rZtS+fOnQH4/fffWb9+PUlJSXTs2JElS5bQvXt3br75ZkpKSrDb7bzzzjv079+f7OxsHnroIb777jvsdjuPP/4406dPZ9KkSYC2KfjPP/+Mx+OhQYMGLFq0iJSUlAObgwM8/PDDdOvWjXnz5pGfn0+7du248MILmTNnDjabjbVr17J27VpatWr1n95TRVGU08amTVp2q1UrLdCKjIRdu7Ri/I8/hrvvhv79YfduLUi7775KC76GDqXmunXYjn1mxTVtimvePI65yff27dstc+bM2d6jR4+Svn371pk6dWrsZ599Fvn555//lZSUFJg7d27k2LFjk997773ts2bNinviiSd2de7c2ZWZman/4osvIrdt27ZOp9ORnZ2tBxgxYkSt8847r2jSpElbA4EABQUF+pP5uirL6ZQB2w3UPOjrGkCVzb917dqVkSNH8uCDDzJy5Mj/HHwBpKSk0KJFCwBat27N9u3bKSgoID8/ny5dugAwePBgFi1adNTrFBUVsWfPHq688kpAC4hsNhs///wz11xzDXq9nvj4eLp06cLy5csBaNeuHTVq1ECn09GiRQu2b9+OwWCgZ8+efPrppwQCAT7//HMuv/xyli5dyoYNG+jYsSMtWrTg1VdfZceOHQfu37+/thbizz//pG7duqSkpAAcEoB98803PPbYY7Ro0YLzzz8fj8fDzp07WbRoEddddx0A6enppKen/+f3VVEUpcq53do+j0bjP/2+MjNh0SKt9uvyy7WtiBYu1Irvb7oJZs3Svq7mEhISfD169CgBuP7663O+//778C1btli7devWsHHjxqnTpk1LzMjIOGzaMSoqKmg2m0MDBgyo/eqrr0Y4HI4QwC+//OIcN25cFoDBYCA6OvqMrIc5nTJgy4EGQogUYA8wABhYVYNZuHAhs2bN4r777mPWrFl07dr1Pwdh5oP2/NLr9Sc8/Xak/TuPtq/nv+8dCAQALZh67rnniIqKom3btjidTqSUdO/enbfffrvca9nt9mPeT0rJggULaNSo0WGPCVFeslNRFOUMNmYMrFsHzz+v1X0VFWkd8G+/HdLStHqwL7+EBx6AKVMI9euLbsCASpuGrEim6lT59//z7XZ7sH79+u7Vq1f/ebTnGY1GVq9evfGTTz4Jmz9/fuSsWbPili5desZuPfRvVdWG4m3gV6CREGK3EGKYlDIA3Ap8DWwE3pVSrj/O6/YWQrxQUFDwn8ZXVvP17rvvMmXKlAPTkf8uzD8ZwsPDiYyMZPHixQC8/vrrB7JhTqeToqKiw54TFhZGjRo1+OijjwDwer24XC46d+7MO++8QzAYJCsri0WLFtGuXbuj3v/8889n1apVzJ0790Bmq3379ixZsoS//voLAJfLxebNh3/PN27cmG3btrF9+3aAAzVnABdddBHPPPPMgSDt99+13SQ6d+7Mm2++CcC6detYu3Zthd4nRVGU09Zbb8GLL8LQoXDFFSClVu91661gMmmPFRbCn3/C5MnkdevAfmtIC7refRdKZyqqq71795q+++47O8Bbb70V1a5du5Lc3FxD2TGv1ytWrFhhAXA4HMGyKcWCggJdbm6uvn///gWzZ8/etXHjRhtAx44di6ZNmxYLEAgEyM3NPZ1m8yqsqlZBXiOlTJRSGqWUNaSUL5Ue/0JK2VBKWU9K+fAJXPdTKeVN4eHh/2l8y5cvP6Tmq6wmbPkp+iF59dVXGTduHOnp6axevfpArdWQIUMYMWJEuUX4r7/+OjNnziQ9PZ0OHTqwb98+rrzyStLT02nevDndunVj6tSpx9xsW6/X06tXL7788ssDBfSxsbG88sorXHPNNaSnp9O+fXv+/PPwP1SsVivPP/88PXv2pFOnTsTHx1P23t933334/X7S09Np2rQp9913HwAjR46kuLiY9PR0pk6deswAUVEU5bS2ebM2ndiypVb3FRam9fuaMAF27oS5c7VtiFwuGDiQki7nkhGpx09Ie37XrtrzqrG6det65s2bF92wYcPUvLw8w4QJE/bPnz9/64QJE2o0atQoNS0tLfWnn35yAAwaNCh79OjRtRs3bpyan5+v79mzZ4OGDRumnnfeeY0eeuihXQCzZs3a+dNPPzkbNmyY2rRp09RVq1ZZq/YVnhhxtGmkM1WbNm2k6i1VOYqLi3E4HEgpueWWW2jQoAG33357VQ9LURTl1PN4oF07LdD64APt35mZMG0azJmjrXa84grYswf0erx2CztiDeidEZj0JmqG1zzmLSpKCLFSSnnIiq01a9Zsb968efZJu8kJ2LRpk6lXr14NtmzZclwzWtXFmjVrYpo3b16nvMfOyLSdcvqYO3cuLVq0IC0tjYKCAm6++eaqHpKiKErl+N//4I8/4JFHtH0e8/K01Y5z5sCgQVp9V2YmCEHAbmVPGJjCozHoTqfya6WqqO8C5T+5/fbbVcZLUZSzz/z58MILcMMN2grHYBCWLYOJE6F9e5g0CfbvB5+PUGQEe8xeZFQcJr2JHfk7SHImVfUrqBSNGjXyna3Zr2OpVhmwk1WEryiKoihHtGULDB8OzZtr9Vs2m1ZgP3o0REdrGbCiIigoQIaFkWnw4I2JwGq2k1GUwRXzr+CGj2/AG1CbcZ/NqlUAdrKK8BVFURSlXB6P1u9Lp9P6fSUkaDVet9+uTUHOm6ftAZmVBRER5Bn8FETacNgjKfYVM/ijwRT6Cvlx+498tlltxn02U1OQiqIoilJRt98Oa9fCM89oGbDcXHjoIVi5Umus2qAB/P032GwUGSX7nQacEfEEQgFGfT6KTdmbmH3pbIIySK+Gvar61ShVSAVgiqIoilIR77wDs2drHe2vuAJ8Pnj9de346NFw6aVa/y/A7bSQoS/GHpOCEILJCyfz/d/f88gFj3BBSneCAR1mg/no91OqtWo1BakoiqIop8Rff8GNN0J6utbjy2yG777Tsl/du8O4cVrRfXEx/vgY9gTzscTXQK838NKql5i3eh43tb6JQemDeGThdKYtmqlqwA6yaNEi25AhQ05eX44zQLXKgAkhegO969evX9VDURRFUaoLrxf69v2n7is2Flavhttug5QUbTqyuBj27SNYpxZ73PvRJSdhNFv5dtu3PPDTA1xU7yLuPe9eHvlxGi+umwkSujZoz4Dmfar61Z0WOnfu7OrcubOrqsdRmapVBkwV4SuKoign3R13aAHXww9Ds2Za0f3o0RAKaUX3RiNs345MTmafN4dAbCQWRzjr9q9j1OejaBrXlGcveZbpv8zg+d+fhtXXw3vvwubqXwNWWFioO//88+s3atQotUGDBmlz586N/Omnn2wtW7Zs3KhRo9RmzZo1ycvL03322WfOrl271ge44447kq644oqU9u3bN6xdu3bTJ598MgbgiiuuSHnjjTciyq592WWXpbz55ptn7C/8apUBUxRFUZST6r33tA22r78eevfWthQaPx42bdLqv2rX1tpSREaSLdwU2ww4oxLYW7SXwR8OJtwczsuXv8wLK+YyY9l0DBsHEv37M/Qf6OLKyyqvBmzox0Nrrtu/znYyr9k0rqlr3uXzjrrJ9wcffBCWkJDg//HHH/8CyMnJ0Tdv3jz1zTff3NqlSxdXbm6uzuFwhP79vI0bN1pXrly5saioSN+yZcvUPn36FAwfPjzrqaeeir/uuuvyc3Jy9CtXrnQsWLDg75P5mipTtcqAKYqiKMpJs20bDBumZb0mTACDAWbOhK++0hqudumiZcN0OgrCzOTIEhwJtSnxlTDk4yEU+Yp47crXeG/9e0z7dSphu/vAx/NwF1j5dWFUVb+6StGqVSv34sWLw0aOHJn81VdfObZu3WqKi4vzd+nSxQUQFRUVMhqNhz3v4osvznc4HDIxMTFw7rnnFi5evNh+6aWXFu/YscOyZ88ew0svvRR16aWX5pX33DOFyoApiqIoyr95vVq/LyFg+nSIioIFC2DGDLjqKrj5ZsjOhoICXCk12FuwE0dKI0ICRn0xig1ZG3j1ildZuH0hjy15jJruS9g1bz51G7r5e5ODFb/BZ59Bn0oqATtWpupUSU9P965atWrDggULwidOnJjctWvXQiHEMTehFkKU+3W/fv1yXnzxxagFCxZEzZs3b/spGXQlURkwRVEURfm3sWPh99/hwQehcWNYsUKbemzeHKZO1aYi9+zBW7sGu/N3Ykuqjc5sYfJPk/lu23c82PVBNuds5pHFj5Bq7cbu6R9Sr5GbbX86SUyEjh0F3btX9Ys89bZv3250Op2hUaNG5d52222Zy5cvt2dmZpp++uknG0BeXp7O7/cf9rwvv/wywuVyiX379umXLl3q7NSpUwnAiBEjsufMmRMP0KZNG0+lvpiTrFplwNQqSEVRFOU/W7AAnn0WrrtOq/vatw9uvRXsdnjpJa3ofuNGAjWS2FOSgTEmHkNYBC///jIv/f4SN7a8EV/Qx4OLHqR1TCd2PvYBkeEh9u2yERklycgQZGTAt99WXgasqqxcudJ6991319DpdBgMBvn888/vkFIyZsyYWh6PR2exWEKLFi3a/O/ntWzZsuSCCy5okJGRYRo7duzeOnXq+AFq1qwZqFevnqd37975lf5iTjIh5TEzgWecNm3ayBUrVlT1MBRFUZQzzd9/Q4sWUKsWvP221u/rhhtg+XKtIL91a9iyhZDdxh6zF58erDXr8t3f33PDxzdwQcoFdKjRgSmLptAmoT36D97ht+9qkFLfw85tFoJBQceOWh/XW2/VLn8yCCFWSinbHHxszZo125s3b559cu5Qee64444kh8MRnDJlSua/HysqKtKlpqamrl69emN0dHSwKsZ3PNasWRPTvHnzOuU9pqYgFUVRFAW0zvZ9+4KUWt2X0wmPPAJLlsCjj0KbNrB3L9JgYL8d3AEP1qTarM/ewKjPR5Eam0r7Gu214CuxHS13vcDSb2qS3qaIbZutGAyCmjVh0iStvOxkBV9ni48++sjZsGHDtOHDh+8/E4KvY6lWU5CKoiiKcsLGjdP2dJwxA+rX1zJgr7yirYQcMEDbbLu4mLykSPILMgir3ZB9nmwGfzgYp9nJpQ0u5eHFD9MqsRXXRj3F+NuaULdRCRtXO7HZIBjUGufXrKktqFTKN3369Izyjl9xxRVFV1xxxR+VPZ5TRWXAFEVRFOXDD7UWEwMHwiWXwLJl8MAD0LEj3HcflJTA/v0UxUeyP38PzvhauAySIR8NodBbSL/UfjzxyxOkx6dzd6vpPH1vUwx6ScBjRkpxoH1Yq1bawsqYmKp+wUpVUwGYoiiKcnbbvl2r80pL06KkzEwYMwbi47XNtwH27sUTE0GGKxN7RByhMCe3fHEL67PW0y+1H88tf460uDSmnv80855M4e9NTtJbBti5w4DfrxXb9+6t7WaUmKimHxUVgCmKoihns7K6r2BQ2+dRr9eq44uLtW2GIiJg7178Diu7Q/lYjFb0cfFMWfwg32z9hssaXsbrf7xO45jGPHXhTH74IpIv5tekfScXvy0xo9NB06Zwyy3aIsroaAgLq+oXrZwO1Cy0oiiKcvYaP17r8TV9urax9vjxsGYNzJ2r9f/KyiKogz1mPzpPEGPtOrzyx+u8uOpFOtXsxBd/fUH9qPo8e/Fz/P2XmdkPNaJmHR/bNlsRQuB0ajOZ0dFgs6mpR+Uf1SoDJoToLYR4oaCgoKqHoiiKopzuPv5YK7i/5hq4+GJ4+WX46CNt8+1LLoG8PKTPxz6HIOAqxJJUix8ylnDfwvtIjUllWcYy6kTU4flLnsdVomfmpEaUFBuokaRn/35BKKQFX3XqgNUKSUnaFKSiQDULwKSUn0opbwoPP2M3R1cURVEqw44dMGQIpKZqXe+XLIFp07RA7PbbtSlIt5tsq6S4JA9bTBIb3Du5+bObSXQksjVvKzXDavL8pc8jQibmv5DM6qWR9LgoxK+/6AEYORLatgWLBZKTtf6tSuUqr8v+6aJaBWCKoiiKckx+P/Trp31+4gmt6P7OO6FBAy0j5vWCy0WBIUi2vwCHPZJMs59BHw7CqDOS484hyZnE7F6zsertLF9iZ/7s2pzTPsCPP2iVPR07aqVldrtWdG+zVe1LriqbNm0ypaSkpF111VV1GjZsmNqzZ8+68+fPD+/evXu9snM+/PDDsB49etQLBAL06dOnToMGDdIaNmyYOnny5DiAdu3aNRo6dGjNli1bNm7QoEHawoULbQALFy60tWzZsnGTJk1SW7Zs2XjNmjVmgJkzZ0ZffPHFdbt161b/vPPOa7hjxw5jmzZtGjVu3Di1QYMGaV999ZUD4IMPPghr0aJF49TU1CYXX3xx3YKCgkqNiVQNmKIoinJ2mTBBazPx5JPaJtvXX6/1hpg3D0wmKC7GhZ+9OhdOacEdHcZ1C64mx52DTuiIt8czq9csnGYnO3cGeHpSY8IjoLjIQEkJxMXBxIn/1HxFRlb1CwaWDq1J/rqTGwZGNHXR/tibfG/fvt0yZ86c7T169Cjp27dvnfXr11v++usvS0ZGhiEpKSkwb9686CFDhmT/+uuvtr179xq3bNmyHiA7O1tfdg2Xy6X7/fff//zyyy8dN910U8qWLVvWN2/e3LNs2bI/jUYjH330kfOuu+6q8fXXX28FWLVqlWPt2rXr4+Pjg/fff3/8BRdcUPD444/vCwQCFBUV6fbu3Wt45JFHEhctWrQ5LCwsNHHixIQHH3ww/oknnth7Ut+jo1ABmKIoinL2+PRTreC+f3+44AKt3mvbNnjzTahRAwoL8QZ97BZF2AIQSornpq9GsjFrI2aDmRhbDLN7zSbKEkV+iZs5j6aRsdPM5ZcLPvpIW0Q5bZq20jEqChIStNjubJaQkODr0aNHCcD111+fM3PmzLh+/frlzJ07N+qWW27JWbVqleODDz74Oz8/X79r1y7z4MGDa/bu3bvgyiuvLCy7xsCBA3MBLr744uLi4mJddna2Pj8/X9e/f/+U7du3W4QQ0u/3H3inzzvvvML4+PggQPv27UtuvvnmOn6/X3f11VfndejQwf322287t27damnXrl1jAL/fL1q3bl1cme+LCsAURVGUs8OuXTB4sLa68c47tR5fP/wAU6ZAp05QUEBASPbIAozBEPqYBO5e+jALty/ErDcTZY1idq/ZxNhiKHS7+Pa9mnz/aTRXXCH59FPtFvfco20jGRamdbzX648+pEpTgUzVqSL+FYEKIRg5cmTOpZdeWt9iscjevXvnGY1GYmNjg+vWrdvw4Ycfhj3//PNx77zzTtR77723/UjXGD9+fHKXLl2Kvv32262bNm0ydevWrVHZ4zabLVT274svvrh40aJFmxYsWBA+ZMiQlDFjxmRGRUUFOnXqVPjpp5/+fUpf/FGoGjBFURSl+iur+/J6tRTV4sVaANa/PwwdCkVFhIwG9nqykVJidITz/Ja3eH3t65j0JiKtkczpNYcEewIlPhc7N0Ux6/HaNGsmWbpUEAxCjx5aUs1uh9q1VbPVMnv37jV99913doC33norqkOHDsV16tTxx8fH+5988snE4cOHZ5eeZwgGgwwZMiT/oYce2vPHH38cmDJ9++23IwG+/vprh9PpDEZHRwcLCwv1NWrU8AHMmTPniA0+Nm/ebEpOTvbfeeed2dddd132qlWrbOeff37JihUrHOvWrTODtsn32rVrK/W/mMqAKYqiKNXf3XfD0qVa8FVSom0v1KqVtsl2SQnSaCSrIAOPPoRFZ+LD3F95bMnjGHQGws3hzO41myRnEiW+EryFVqZNqA9SEB0t+OMPrdB+wgStzURZBkzR1K1b1zNv3rzoUaNG1U5JSfGOHTs2C2DAgAE5zz33nKF169YegO3btxuHDRtWJxQKCYApU6bsLrtGZGRksGXLlo2Li4v1L7zwwt8A48eP33fjjTemzJw5M+G8884rLO/eAF9//bVz5syZCQaDQdpstuCbb775d1JSUmDOnDnbBwwYUNfn8wmA+++/f096err3VL4XBxNSysq6V6Vp06aNXLFiRVUPQ1EURTkdfPaZtg9Qv35w003aNGQwCF98oUVKQpBbnMX+UBG2kI6fQzsZ9vVI/EE/EZYIXrzsRWqF18Llc0HQxPOP1OPtl6IZOBDeekvbWPu998Dh0Hp+1a1b+f2+hBArpZRtDj62Zs2a7c2bN8+u3JEcatOmTaZevXo1KCusP9igQYNqtWzZ0nX77bcfdYzt2rVr9MQTT+zq3Lmz69SN9NRYs2ZNTPPmzeuU91i1yoAJIXoDvevXr1/VQ1EURVFOB7t3awFXo0baFkN33gnZ2bBggbbNUDBIUcDF/kABlpCePww5jPluLL6Aj3BLOHN6z6FWeC3cATcCPUt/iOedl6Po2VPbvxu0ErKwMG21Y+3aqtlqRaSlpTWxWq2hOXPmVFltWlWrVgGYlPJT4NM2bdoMr+qxKIqiKFUsENCyXh4PTJ0Kzz0Hy5fD009Ds2bg9eIx68nYvwej0LONfMYsmkCOO4cwcxhzes0hJSIFX9AHEnL2RDDtvprUrCnYtg3cbujZU6vfF0KL8VSz1UM1atTIV172a/369Rsreo1ly5ZtOrmjOj2oOF1RFEWpnu65B379Fe6/X+v79c47cPPNcNVV4HLhd9rZnbkFoTOQ4c/j7t8fZ1veNmxGGy/0eoF6UfXwh/z4g36Ez8FT99UjN0dHs2awebPWYmLSJC2+a9To7G22qpwYFYApiqIo1c8XX2gF9337alONU6dCly5aMX5xMcHoKPbs3YzXAJmuTKZve4NlGcsx683M7T2XBtENCIaCeANerLowPnqlLj/+YOLKK+Hzz7X2Ei++CIWF2h7eapNt5XhVqylIRVEURWHPHhg0CBo21KYgR4zQNmN8/nnweJCRkezL+pvCQDH57nzezVvER1s+xagzMrf3XBrHNCYkQ7j8LpymMLasSmLmEw7atYMvvwQp4d57tYyX06kFYGd7s1Xl+KkATFEURak+yuq+3G6tOn7SJK331/vvawVaDgfZ7hz25e+hOFjC4pINPLd6LnqhZ3av2aTFpSGlLA2+nASLYpl0ZwwOh8DthqIiOO886N4dfD5ISzuNmq0qZxQ1BakoiqJUH/feC7/8on2eNw/+/BOeeUZrS28yUaDz8/euPygKutjo2cWkZY8jEMzsOZMWCS0AKPGXYDPYsIgIpk9OYvNmQfv28Mcf2mzm449DQQE0bQpWa5W+WuUMpgIwRVEUpXr48kut1qtPH23boW++gXHj4PzzAXBF2Nn416+49AH2eXMYvfR+JJLHLnyM9jXba+f4XFj0FuyGMH78uCbz39bRs6d2aSG05vkFBdrsZmxsFb5W5YynAjBFURTlzJeRodV91a8PrVvDnDnQqxfccgt4vXjjolmz6Sdc0ofLU8yQpeMJhALc3eluLqx7IQDugBuDzoDT7CRvZ00m3m2kQQOtgX4opC2gjI3V+n2lpFTx6z1DbNq0yZSSkpJ21VVX1WnYsGFqz549686fPz+8e/fu9crO+fDDD8N69OhRD+Daa6+t1bRp0yb169dPu/3225PKzklOTm526623Jrdo0aJx06ZNm/z888+2Tp06NahZs2bTqVOnxgIEg0Guu+66WvXr10/r2rVr/S5dutR/+eWXI3NycvR16tRpumbNGjNA7969U5588skqXzahasAURVGUM1sgoO3pWFICEydq2ww1bgxPPqm1m0iMZ/Xfv1LiLkJIyYClY/EGvdzU+iauTr0aAF/Qh07qcFgc2IM1uGG0Fa9X288xPx+aNNHiu+JirYXYmVb3NRRqroOT2iijKbjmwTEbqW7fvt0yZ86c7T169Cjp27dvnfXr11v++usvS0ZGhiEpKSkwb9686CFDhmQDTJ8+fU98fHwwEAjQoUOHRr/99pv1nHPOcQPUrFnTt3r16j+HDRtWc+jQoXV+++23P91ut65p06Zpd911V9Zrr70WuWvXLtOmTZvW79mzx9C0adOmQ4YMyYmOjg4+9dRTOwcPHpwyatSozPz8fMOdd95ZpTsEgMqAKYqiKGe6SZPg55+1LvdPPQUmE7z0EoRCBGKjWZ25hsLcDIw6I/2X3kmRv5grGl3Bza1vBjjQ68tuthNrTubpaU5++w3OOQfWrQOLBWbMgLw8SE9X/b6OV0JCgq9Hjx4lANdff33Or7/+6ujXr1/O3Llzo7Kzs/WrVq1y9O3btwDg1VdfjUpNTW2SmpqaumXLFsuaNWssZdfp169fPkCzZs1crVq1KomMjAwlJSUFzGZzKDs7W7948WLHVVddlafX66lVq1agffv2RWXPvfLKKwubNGnivuuuu2q/8sor2yv3HShftcqAqa2IFEVRzjJffw2PPQaXXw7ffadNRc6fD1FRBJwO1hZvIzfjL6xGOwOX3E6ON48ONTtwb+d7AQ70+oowRxBvS+SX7yJ5+mlo0wZ++km7xYMPaq0n6taF+PgqfK3/QUUyVaeK+FePDiEEI0eOzLn00kvrWywW2bt37zyj0ciff/5pevbZZ+NXrly5MTY2NtinT586Ho/nQKLIYrFIAJ1Oh8lkOrCRtU6nw+/3H3Vv62AwyObNmy2lwZqhXr16/pP/So9PtcqASSk/lVLeFB4eXtVDURRFUU61vXvhuuugXj0tTbV0qdZ6onlzAlYz60P72L/rT+wmB0N/Hc8edyaNohvx1EVPIYQ40OsrzBRGtC2a4v0xjBmjNVXdtEkLunr2hLZttX5f6m/7E7N3717Td999Zwd46623ojp06FBcp04df3x8vP/JJ59MHD58eDZAXl6e3mq1hqKiooK7du0y/Pjjj8f1y/y8884r/uijjyKDwSC7du0y/Pbbb86yx6ZMmRLfsGFDz6uvvrpt2LBhdbxeb5V3bqtWAZiiKIpylggG/6n76tlT22bo2muhXz/8IsSf+nwyM7bgkEZu/u1etpbsIsGRwAu9X8CgMxzS6yvSGkmYLoH//U+wdy84HFq/r9hYGDtW6/eVng6GajVnVHnq1q3rmTdvXnTDhg1T8/LyDGPHjs0CGDBgQE5iYqKvdevWHoBzzz3X3bRpU1eDBg3Srr/++jqtW7cuPp77DB48OC8xMdHXsGHDtBtuuKF28+bNSyIiIoJr1641v/766zHPP//8rp49exa3b9++aMKECYmn4rUeD/XtpCiKopx57r8fFi/WlibOnaulqe6/H5/fwxann705O7B6Aoxe9RAbCrfiMDp48bIXcZgcALj8LmwGGxGWCOJtyTzztJ7PP9cCrbVrtZYTjz6q1fc3baoFZcqJ0el0vPXWWzv/ffznn392lhXfl1mwYMH28q6xZ8+eP8r+PWbMmBwgp7zHZs2atTs8PDy0b98+fdu2bZu0bt3aVatWrcC2bdsObAj+4osv7v5vr+jkUAGYoiiKcmb59lt45BG46CL48EOIioLZs/H43WxzBNhfnIU5v5Cxq59gdf6fGISBWb1mkejQkh4lvhIsBgtOk5MkZzIrfjNw//1aa4m1a7VbDB4MtWtrG24nVnmupPpJS0trYrVaQ3PmzDmptWndu3dvUFhYqPf7/WLcuHF7a9WqFTiZ1z+ZVACmKIqiHBdPwIM/6EcndOh1eu2z0D7/u+D6pNu3T5tqrFMHdu/WuqJ+9BFuk47tVi+5ATciN5d71s5gWa4WTT164aOkxqYC4Pa7MevN2E12akbUpCjfzIgRWluJvXtBp9Nqva67Tuty36CBdkw5MY0aNfJt2bJl/b+Pr1+/fuOpuN+yZcs2nYrrngoqAFMURVEqTErJnsI9BGWw9ABIpBZ4STDoDBj1Rkx6EwadAZPedCBQKwvS9LoTbKIVDMKAAVqBVtOmsHAhPPccxcmx7DZ7KTIK/PuzmPz7UyzJXgXAbe1vo1tKNwC8AS86dFiNVmo4a6AP2ZgwAdav11Y3ZmVpdV4PPKDdrnFjrQ+YopwKKgBTFEVRKqzEX0IgFMBpdpb7eDAUJCRDlPhLkFISlEGklAgECA78u7xA7d/ZtMMCtcmTtd4QF1+s7Q10yy0Udj6HDF0JXnsYxbm7ePi3afyUtRyAPk36cF2z6wCt11dIhnCanCSHJeMwhfH669p2kbVqwc7SCqUxY7Ti+7p1tY73Z7hQKBQSOp3uyP0ZlFMmFAoJIHSkx1UApiiKolSIlJLskmwsBssRz9Hr9OjRY8R41GsdHKiFZIiQDEFZmCAAqfWLMugMGHQG7IuWEvnQQwTbt0P/zTeEzu9CzvCBZAfzIDaBnPw9PPbzY/yw/zcEgnOSz2Fcx3EIIQiGgvgCPiIsEcTZ44i0RLJhg9a3NSZGC770eq3318UXa8dq1NAK8c9w67KyslJjY2MLVBBWuUKhkMjKygoH1h3pHBWAKYqiKBXiDrjxBr1HzH4dj4oEalJKQjKEzNxH2LCR+JPi0W3YgK9GImvvHUZ24Z/oYxPZn7GSuUufZ9H+ZZh0BpKcNZjUZRKBUIBgKIjb7ybKEkWkNZJYeyzFxYKbb4bCQm2PR6sVjEYYP17rcp+Son19pgsEAjfu27fvxX379jVFtZ2qbCFgXSAQuPFIJ6gATFEURamQXFcuJr2p0u4nhEAfgugbb0NfUIiMi0UXkmyd8QBuk47I5PpkeLJ4ZfmLLNq/DLvehtFg4p7z7sEdcOMuclPiL8FpciIQWI1Wtvl28PRjkSxZEoEjLETAL3C7BXfd7ScyGmrW0uN0Vo9YpXXr1vuBy6p6HEr5VACmKIqiHJM34NWCmZOQ/Toejsefwrz4F3yN6mPcvJVtMyeTGWXGkliTDF8us397ju/3/kyMKZKiYAmPnP8otcJrAVqvrzhbHE6zVvelFwZ++E7P7KfDCYsIUFSoBwnndS+gQdtMPFZJoUHgztXq0Ex6E0a9EaPOiFFvPFCfVlarphPVI1BTqoYKwBRFUZRjynPnYdBV7q8M009LcE59Gl/9upg2/cXu0UPIaFYHW3wNMoNFzPnteb7duZBatkR2ufYx8byJNIppBGjBl1lvxmq0kuhMxKg3smePYOIdMRhNksJ8A3ZnEJtVctMoF/GRDlJqa9ORZVOf/pAfT8CDRBIKhQ5Z7Qlag9GyQK1sMYEK1JSKUgGYoiiKclT+oJ8Cb8GBLvKVQZeVTeSwWwhGR2Hc+jc5Pc5j+9UXYouOJ0fv47mlz/HV9m9p4qzLxqJtDGsxlE61OgFanzKTzoTNaCM5LBmzwYzHA5PuCmP3Li3rFRsfIHu/ngkP5BAbJ0lI0IIvKJ36FFqNGkfpmFG2yvNogZpEotfpMYhDV31ajdajLmZQqj8VgCmKoihHVeApqJwmq2VCISJuGIUuLx+p0+GqX4stdw/HFhZNgVXHM0uf5sutX9I6Mo2Veeu5uO5FXJ3aFwBv0ItO6LAZbSQ4ErAarYRC8MYrFr761I7JJHGGBcnKNHBFvyLanOMjIgIiIo5/mEIIDKL012gFArVnjFaa+t20Lc7AJqBmXHMWAsuBu47/9soZTuVFFUVRlCMKhoLkefKwGq2Vdk/H1BlYFi0hZLcRsJrYOHU8JmckJWFWnl42k8+2fEaH6Jb8nreBVnHNueWc0Qgh8If8SCmxGW3E2mMJs4QBsHaNnsceiMBsCSF0Eo9HULuun+uHFWG1Qlzcqe12X9ZOo7UM8T9HAj/qBFlBDwuBfkDbU3dr5TRWrQIwIURvIcQLBQUFVT0URVGUaqHQW4iUstLqmEyLf8H56HQCUZGIomI2PzYWXWISnsgwZq54lo83fcz5sW1Zk/8nNZzJTOwyCYPOQDAUxB/04zA6iLJqLScA8vNh7C2R+H0Cr0dHfGIAn1fHHffkERGpNV2tjG73AaBx0Mf9hTsZH9WY5xzJ9APeBbqe+tsrp6FqFYBJKT+VUt4UHh5e1UNRFEU544VkiFx3bqVlv3TZOUQOHUXIbsOQm8f2O4fiS29KIDaKZ1bN4v2N79Mtvj0bC7dh1BuZ0vUh7CY7IRnCHXDjMDkIs4QRa4/VMmJ+ePQBJxvXmQgEBGnNPez828TAoYU0ax7AGQan+tdFEMgFdgBFATddSnZxecFO5u36jeEBrwq+zmLVKgBTFEVRTp4SXwnBUPDE9248HqEQEUNHIbJz0ReXkHn5heRf0ZNQTAzPrX6R+evnc0FiR/a69pPnL+SBLveT4ExASonb78ZpduIwOUhwJKATOqSEzz8x8ebLDnQ6Sf2GXrb8aSKtuZdrh5RgNEJc7Knrdh8C8tECr3zAKkPYPftZZo3l/YyV8F5fnt38GQtPze2VM4AqwlcURVEOI6Uky5WF2VA5u1E7npiJ5cefCel1FDZryJ7bhyEjIpiz8XVe++M1utY4D7/HzcaibUw89y4ax6UBWnd+h9GB3WAn0Zl4IFj8e5vg3jsj0enAGRbC6xMYDTB+Uh4mk1b3dSq63YeAYiCn9N9WtEyH8OSx3Ojgroj6POxz47nwYVo27KWmIc9iKgOmKIqiHMYdcOML+jDqT/2ePKaff8X5yBMETUb8URH8/eh4iI7mpa3v8eLvL9Kl5nnECQeLslcwNPU6zqvbDdB6fVn0FixGC4lhiQe69LtcMG50BPl5WiYsrbmHXdtNjLitgNp1Q4SFgeMkd9SQaIHXLmA/YALslAZfATc6fx7rzJFMLfibNkEP3et24yKDmXfRVkEqZx+VAVMURVEOk+3Kxqw/9dkvXU4u4UNGENJrmattj9xFMDmB13d9zqyVs+lYowOtbPV5atPLXFSjK31bXAv80+vLarSS6Eg80FMrGITnnrKx9Getbu2i3kV887mDjue7uPxqN3q9ttn2ySIBN5AF+NEyXoe8a6EgOs9+pN7CYPd+XIAh5CEqGAS0zJfKfp2dVACmKIqiHMIT8ODyuwgzh53S+8hgEPvg4RiychBSsu3eW3E3b8I7mQuZsexp2ie359K485j0+xO0iEpldMfbEUL80+vLZCPOHofdbD9wzSWLDDz7ZDggOaeTm1XLLUREhLj7gQKkhPh40J+kkjY3kA14AQv/CrxKCW8uyCBBvRk3EBnykbLmToKWJEjuDJUQ5CqnJzUFqSiKohwiz52HUXfo1OPzy59nyc4lhxxbsnMJzy9//oTuIaVEPP44zkVLEVKyt/+l5F/SlQ/yfmXq0idom9SWQQ2u5pG1z5BkjePezvdhMJjwB//p9RVjiyHCGnHgmpn74M5bIgkGIalmAKNRsn+vkfEP5BEWLomK+qfb/X/hAfaUfgA4KD+boU09FuDRW/EDiUDy5mewFa7Gsf8L2PPZfx+McsZSAZiiKIpygC/oo9BbeFjriebxzRnx+YgDQdiSnUsY8fkImsc3P+57hGSIkh++InHq80ggv00z9o64lk+KV/LIr4/TMqElY1rczINLH0cv9Ew5734c9kgCoQC+kA+nyUmUNYooa9Q/4/bBPXeGk7HbiNEo6XFpMT8vtHPZ1cV06uLDZDqxbvcH8wJ7gd1o7SUcwBEr5EJBhCeTYr0VgxDEh4KYMr4ifPfbBMPSEMlXQUL3/zYg5YympiAVRVGUAwo8BeW2nehYqyOzL53NiM9HMCh9EK+tfY3Zl86mY62Ox3X9YChIzq7NNBk+FiR4kuLYPmk0X3jX8+Bvj5Een849HcZz/3f3kuPL5/EOk0iIqUNIhvAEPERYInCYHAd6fQGHbDUEcMPIAt5+NYwatf3cPqGQQBASE0+8270PrZVEIdovzYrU7we9ubiRRAgdJr8b6c4gecs0sCSgL9wIheth30Co1efEBqWc8VQGTFEURQEgEAqQ587Daih/nq5jrY4MSh/EjN9mMCh90AkFX/sKM6g1cjym7HxCFjPbptzO1+bd3P/bo6TGpPJA5/t5/pen2VD4F2Ob3kyTWm0O9PoKM4dhM9hIcCYc0pn/j7U6Hro3AoBeVxbz2xILJcU6Hpyah04PMdEn1u3ej1bjtRNwoQVeFdk+2xNwIf0FREiB3ldMhMFCnS2Pogu4EDIIpmhoPg2Sex3/oJRqQwVgiqIoCgBF3iKEEEfcdHvJziW8tvY1bjvnNl5b+9phNWFH4w/6ySjMIPbZeUT9vBKEYNv4m/gysYR7lj5Eo+hGPNj1Qd5f8xYL9/3KkJQ+dE69GITA5XfhMDqwGqwkhiVi0P0zeVNYCLcOi8LrETRo7CM6zs/qFVaGjiiiYZMAVuvxd7sPcFD3erR2EhUJvEJAcSiA0bUHWyBAhN5MSlhNYrfPQZf3O4Q1BF8OtHoS6vRXBfhnOTUFqSiKohCSIXJcOUfcdqis5qts2rFDzQ6HfH00vqCPvYV7caxYTe1pcwHYc/3lfN7Swd0rH6NBVAMe7PogS/7+kTc3v0+P+I70b3Ud6PW4A25sRpvW68v5T68vAL8f7p/gYNsWEzZ7iGuH5vPY/TGkpXsZOqKYQOD4ut0H0QKu3NKv7UBFG+UHgJJQEEfRDqKlJCGiNjajFTK+hK0vQkRzyF8DDW6BuM4VvKpSnakMmKIoikKxt5igDB5x0+01mWsOCbbKasLWZK456nW9AS97CvZgzC+k8bAJCCnJ7dCSD3s34K4100iJSOHB8x9kW/YWZqx4lubhDRnd7haExYon4MEojFiMFhIcCYcEh1LCpx8ZefcNJwjJ+AdyeeMlLdX10PR8fL6Kd7sPodV37UTrYG8BbFQ8+HJLSaGvhBh3Ng2NFlKiGmjBl2sH/D4WrElQuAkiW0OTcRW8qlLdqQyYoijKWU5KSbYr+6ibbo9qO+qwYx1rdTxq9svtd5NRlIFJZ6TRjeMx5BfirpHA/BGdGbvxaWqG12TK+VMo9BYwZfFDJFpiuLfNWIzOyEN6fcXaYnGYDy1937ZNMOF/0YBg0I0F/L7CyF+bzEx8MI/Y2CA227G73Zd1r89By35ZgONpERYC8vxuTKEATc1hxBqC6A12LeUW9MLyWyDgBmO4Nt3Y9jnQGSHkP467KNWVyoApiqKc5Vx+F/6Q/5Daqv/K7Xezp2gPZr2Zmk+9hHP5GkJWC29OuIQ7dswiOSyZyV0moxM6Ji28Dz2CKS1uxxmbjD8UQEqJ3WgnyhpFpDXykGuXlMDIwVGUFAvSW3lJaeDlswVhnNfNTe+r3Ahx9G73EihBy3hlorWSsHN8wZc76Ge/p5Bkg4X2kSkk6ELohQGEXkvPbXgE8n6HyOZaJqzFNLDVPN63UanGVAZMURTlLJfjzjmpm24Xe4vZV7IPq8GKc9kaEp96ESkEb93di9F5b5LoSOKBLg8Qbgnn7m/Hk+XK5vHmY0msmUpASHxBH5HmSMIsYcTYDo2kgkF4bIqd9WvNhIUHGT0ul0njYnCGhZj0cAFeLyQnH7nbfUW61x9NMBQk3+/GpDfSPqIWUUYb+AohUATG0p0DMr6ArS9BVFvIXQZ1rofkS4/zTkp1pwIwRVGUs5jb78btd+M0O0/K9Qo9hWSWZGIz2jAVFFP/+jEIYMHNnblZfEacI55JXSYRZ49j2pKprM/ZyN0Nh5Ga0o6QwYDH7yLSEondZCfOHnfYiswfvtPz8uwwdDrJg0/m8NYrTvbuNvLU7Bws1hAREeV3u3ejFde70YKu492LW0pJid+FC0hxxFPPHIZBCG060ZsJhtLtkFw7YPVdYK0JhX9CWGNo9sBx3k05G6gATFEU5SyW58nDqK9ApXpFruXOI8eVg91kR4egwdU3YShx8/XFDRmc/Bsx9lgmnTeJREcib659gx92LGRwzd50adgdabXi9rsIN4djMVhIcCYc1hB2z24YfWMMUgpuuSOP7X/r+PEbO1f1L6F9Jy9CHN7t3gPkoU05mjj+wAvA43fjCQWwWqNpZ40kUqfXCvSlBPd+kDpt6jHohWWjIOgBawL4sqDNLNBXpImFcrZRAZiiKMpZyhf0UeQt+s/ZLyklue5c8jx52E12hBDUuOcxbBv/YkmzCPqcu5MIWzT3db6PpLAkftj+A2+se5MLY89hQKM+4AzTen2ZHJgNZhKdiYfVo7ndcPPgSIoK9JzTwU16aw/jR8dSo1aQ28YX4vNDzRr/dLv3oQVeRWg1XicSePmDPrx+D8LsJMkeS4redOiUpb8IgsVgcGrB2LoHIX81xJ0P+3/U6r7CGp7AnZWzgQrAFEVRzlL5nvxytx06HmUrKAu8BdiNWvAV9vVPxL7yHitqGbj4ag/h1kge6PIAiY5ENmRtYMbSp0gPa8j/Gt2AiI7BFfQcCL6SnEmH1aMFgzD9cRu/L7cSGRVk7KQ8HnsggoJ8PU/NzkYKeaDbvR9t26ACKr5t0L8FQ0E8fhd6vQlnRC2SjDZi+FeRfsgPnn2gt2lfZ3wOf78MMR1h/yJI6g11Bp7A3ZWzhQrAFEVRzkJl2w45TCcSomhCMkRWSRZFvqID1zFkZlP3prtYGw8XDjVgt4QxuesU4hxxZJZkMvmnycSbY7ivyU0YExLwEMCkM2HUG0mwJ5TbCuPnxXpmzwhHp5NMfTaLLz6xsHKpjeG3FtGgkR+jCezhWo1XLlqgdDxNVMtoWx65EAjCHYmYzU4ShSDs8BPBvU+bdhR6KP5bq/uyp2j9vmw1oOW0434/lbOLCsAURVHOQoXeQnRCd8Rth44lGAqyr3gfnoDnnyAuFKLxJdezMSJAt+EmLGY7D1/4CNG2GLwBL5N+vA+dhCmNRuCMr4XXINCjw2a0EWePw2k5fCp03z4YOSiGUAhuvzufvHx459UI0tJ93HBzEb4A2GNhp9D6Kp1I4AVanVcgFCDSGo3BGolVpyeRI6yS9BdCoERb9Rj0wIpbtPovUyS4dsO5r4Dx5CxqUKov1QdMURTlLBMMBcl15R618erRBEIB9hbtxRfwYTfZDxxPGXon2/z76TZMj85m47HuU4m0RqETOh5c9CD7S/YzqcFwkuLq47dZtF5fJjtRtigiLBGH3cfthpuuj6QgX0+Hzh7adnAz77kIQkGYPC2PnAB4E6DQCFa0j+MNvvxBHyXeIswGC8mRKRjtMUTp9NTiCMFX0KdNPRocpXVfD2lbDMV3g7xV0OQuiGx5nKNQzkYqA6YoinKWKfYVEyJ0xG2HjiYkQ+wr2oc/5Mdq+ieAi3nxbbJWLKLbUEHQYWf6hdNw2CKw6C08ufRJ/tj/B+MbDiUtoSmBSCf+UIAISwQOk4NoW/RhmbhAAGZMs7LyNwtR0UHGTcrjjXk2/lxv4Y7J+QRqBNFbIcF+YpmEsjovk95MUnhNhNFGAEgGjpi7khI8mSCMIHSw+xOt7iuuK+z7Viu+bzDyBEajnI1O+wBMCFEXmAiESymvrurxKIqinMmklNqm24YTy37lufPwBr2HZL6sazfim/EE3YaAJ8zG0+c/jt0ehdVg5e11b/P9399zfe3L6Rp/DqGoKLyhAJHWSGwGGwmOhMMCQSnh55/1PD89Ap0enpyVxaqVBj55P5zWXTy06+fCFILkyOMPvg6u84pzJGI3O3EJgQmog9aq4oh8+RBwadOLxdtgzQSw14OiLWCKgNYzK7jztzzOUSvVUZVMQQoh5gkh9gsh1v3reE8hxCYhxF9CiAkAUsptUsphVTFORVGU6qZs26ETWf1Y7C0mz52HzWg7cExXWITphmFcMAhcTjMzOz6MPTIOi8HCT9t/4vW1r3NhYkcGJnZHRkXjFkHCLeGYdKZye30B7N0Lo0rrvsbclY9LhJg3NwKLLcSYR/IxeCE+5sjd7o/E43dT4ism3BJJrcgUbJYwioUgEqjFMYKvoA+8WVrD1aBbq/sK+bWCe3cGtHkGzNHHHoSU2vON4cc3eKXaqaoasFeAngcfEELogeeAi4FU4BohRGrlD01RFKV6klKSVZKFxXD8jUF9QR+ZJZlYjdZ/pgtDIWzXDOLCfl4K7QaeafcAzoRamPQmNmZvZPrS6TSLasL/avZDREXjMgmcZidGvZHEsMRyG8C6XHDT9VEU5Os55zwPDbu7eWu+kz1/mfjfwwU4nVq3e8txJPD8QR/F3kIsRiu1IlOItsfg1+lxAzWAWI7xy1BK8OwFYQAE/DEF8tdC0iWQ9RM0GAWx51VsMIFiMMWA6bC1lcpZpkoCMCnlIrTVwgdrB/xVmvHyAfOByyt6TSHETUKIFUKIFVlZWSdxtIqiKNWDJ+DBE/Acd+f7kAyRWZSJQWc4JGNlnHAPl5y3kzybYGabe4mo1Qh0OrJcWUxZNIU4WyyT6g3FGBaOy27EYXJg0plIciSVGwT6/WX9viyERwW5/pE8Vvxi5JcPHXTv46JdNw9GE4RHVGzcwVCQEm8RSEgOr02CMwmj3kQxWquKFCrYJ8yXDwGP1tF+zyew/TWI76H1/opsDal3VXBALq1433KUncKVs8bptAoyGdh10Ne7gWQhRLQQYjbQUghx95GeLKV8QUrZRkrZJjY29lSPVVEU5YyT48rBZDjqRNsRn+cL+Q5pkOqf/xZ9Ir9lvx2eaXQ78XWa4tcL/EE/9y28D6TkwSa34LRG4AmzYzZYMelNxDvisZlsh90jFIJvf9Az++lwhE4yfk42eTsFnzwXSVxSkJsnFuD3QUz0P93uj0RKictXgi/gJc6RSI2I2liNVgJonfGjgJpoHfKPKegF735t6rF4K6yeAI764PobdEZoO0vrBXbM63i086wJFawTU6q706kIv7zvSCmlzAFGVPZgFEVRqhNvwEuxr5gwy/FNfRV5iijwFOAw/5MrKlm1jJu2PsneMJjrvJa4xu3INwlMOgP3/3Q/+0syebTlOJJMUXgiw9CbLNiMNmJsMeXe3wes3S64bVgMMiQYMi4fpyPIG0+Fk7NPz7S3chB6SVQUmMrtDfEPt99NsLSfV4Q18kDGzg2E0AIv+9EucDAZAvdeECYIeWH5LSAD4GwEez+Hdi+ALfnY1wkFgCBYa8N/3HlAqT5OpwBsN9rPRpkaQEYVjUVRFKVayffkH/fUozfgJdOVeUi/sJxt6xn2/Uiyw+HNjHOJvvRSsqwCm8HK9N+mszZzLeOb30pTUw384WFgMWM32gm3hBNpjTzk+gG0LYN2FcG4oZGUFOpIb++hw8Uulnxj5rdv7PS7uYj66T6MBnAeJXb0B314Ax4c5jCibDGY9FqmTwLFgA1IoIJZrzK+fAj5QG/XVjwW/AF1BmlTkHWug6RLj30NGdKmHu21oXRModLXfvy5SKU6OZ2mIJcDDYQQKUIIEzAA+KSKx6QoinLG8wf9FHgLjqv4PhgKklmciUlnOpBFCpQUM/q9G9gVBnestRE/aCTZdrBaHMxfP5/vtn3H9Y3709WeSsBhw++wEGYJw2F2EGuPPVC8H0QrAt4BZHvh1YccbF5lwRkeYtSDeezaruODORHUa+Jn4K1FhIIQE1P+zF15dV5lwVcAKASi0f6iP67gK+gBz34t+Nr9EWx/AxIvgT0faxmwZpOPfQ0ptaJ7axKUtv0IAb8Be49nLEq1VFVtKN4GfgUaCSF2CyGGSSkDwK3A18BG4F0p5frjvG5vIcQLBQUFJ3/QiqIoZ6gCTwE6jm/boRx3DoFQ4J+asVCIOdP6sykyyP+WwsCG/djvALM1jEU7F/Ha2te4oHZXBsZ0I2Qw4nHaibBEYtFbiHfEoxM6gmgbZe8o/WwOwq9fGHl3lhMhJONm5FLsknw8NwJPiY5xT+YRDEF0DBj+FT1JKSnxFh9W51XGjTa1WRuI4Tg75MuQttejzlza7+secDTQ2k2EfNB2jlaQfyyBYjBFH1jxGAJ+Ai4FBgHe4xmTUu0c1xSkEEIHOKSUhf/lplLKa45w/Avgi/9w3U+BT9u0aTP8RK+hKIpSnQRDQfI8ece17VCRp4hCb+EhG3UvfHwE85L2ceevOkY3up51vc9F5wxjc+5mpv86nWaxTflfnQEQCOGKdBJpj8akM5HoTESnM1AI5KBNCVoAIWHznzoeGhUNCK6+uZDoJD8/f2Fj7a8Wbp5YQEKtAFYrOP61VNHtdxOSQSKsUYfUecGhU46JnGCdjTdXC7SEDlaMBBmEqNawcz60mAZhDY59jX+teAwBPwP9AA+wCPgM6HMi41OqhWNmwIQQbwkhwoQQdmADsEkIMe7UD01RFEX5r4p9xUgpK7ztUFnd18HNVv+e+wR3R6yk+1YY0us+NvbpQiAmhhx3LpN/mkycPY770kdj8gdxhdsJD4vFoDeQEJaIT29iF7AfrebJhvaLJz8XJt4QhbtE0CDdy4V9i9mzQ88HL4TRooOXS68tAQGRUf+Mrayfl81oo2ZEHaLtMYcEX360VY6xaFOOJxR8BT3gzQadDdZOhoL1Wr3XznchqTfULjd/cPg1hOHAiscQ2pRPX7SsnB+oB3Q/kfEp1UZFfiJTSzNeV6Blp2oB15/KQSmKoij/XUiGyHZlVzj7FQwF2Ve0D7PefCBgK/nyE24peptaBfBo/ZFkpdfFFW7DL0JM+nESIRliyjkTCHMHcdnNOCLi0AsDYfYE9hss7EMLhBxovbcAPG54aqKTv/80YbVLRj+SR2ERvDszEqMR7ngsD78fYku73f+7zivemXigzquMC63mqzZam4kTavQgQ+DK0KYXd38EO96ApMth94faaseWTxy7hUTIj7biMQl0ekJoBc590aZF/UAEsA349kTGqFQbFfkDwSiEMKIFYM9KKf1CiNNyIyshRG+gd/369at6KIqiKFWuxFdCIBSoUAAmpSTblU1IhjDrtV4PYu0f3Ll0MiUx8Lq/N97zzyMvDIxmG/f9eB+ZxZk82mUKyV4THn0QS3Qc0mghYIul0OzAAvy7a0TAD5+8beHzt7Qtr0c/nEeQEL986uCvdSbGP5WHIyJEWBiYLZISbwk6oSPOkYjD7Dysji0ElKAFePH8x6X9nhytzYRrL6y9BxwNwZcDvlzo/BEYj9G2VYa0bYZKVzyGgJVo04zFaBkPBzATyAN6/ZexKme8imTA5gDb0VqnLBJC1EZbWHLakVJ+KqW8KTxc7bGlKMrZrSygqujKx0JvIUW+IqwmLVgzZGQyY+4wlifD0/taEXHVQLIcYLI4eWb5M6zJXMNt7cbQlHg8MkAwPpECkx2PNYowawQODg+GQiFYvVzPU+MjALiofzG1U71k7zbyyatOzu/tomNPNwYjmO1uXP4SIm3R1IpMwWkJOyz48qMFNnFAUjn3Oy4BtxZsAawYBYQg/nzI/hlSx0Nky6M//18rHiWwGi34ykere5PADKAZMJjDg1Pl7HLMAExKOVNKmSylvERKKYGdQNdTPzRFURTlRLkDbnxBX4V6f3kCHrJcWQfqvnQlLr6dcDWvNQty17ZEmg8ai/P9T4j5Yysf/PkB3277lgFpA+j7l5nk1z8hJzqKIlsEdnM4NaxRR2z3kLlX8MDNUfh8gpr1/FwxrBC/V/DyoxFExoQYOakAl8eH1VmI3WyjVkQKUbbocjfsdvPPlGMkJzjlWCYU1Bqu6szwx2Qo2AB1b4S/X4HYLlB/5LGvESgGs7bHowTWoAVfuWhTokXAk0A6Wh3P4XsBKGeb425DITWBUzEYRVEU5eTIceUcVidVnmAoSGZR5j91X4EAe27sz/gOLnrtttN30FQK7Hr2t2yE64nHeGXNywA03ROk2cSZbG7ZCHNEAjFGG4mOuCO2uiguhsfuCGfvDgNGI4x6MJdAEL54zUnGDiO3P5aDVxQQFQUpcVqdV3nBYwhtCsYK1Cn9/J95c7SVjns+hR1vQY0+Wg2YMQzaPHPsuq+gC4xOMEcjgT/Qgq9MtD329gKPAO3RFgc4T8aYlTPe6dQJX1EURTkJPAEPLr8Lp/nov+qllOwv2Y9EasGOlOhHjGTQORk0zNcz/son8IbZyLGFKG5Vjzv7C+pnCW7QtWXkzC/4avLNhHpehFNnJs6ZcMSVlj4vvPGsjZ+/1PI+Q8bl4YwKsmOjmW/ec9BrUB71WxYR60iiQQ0nOl35AY8PrYVDAhDOf8x6lQm4tBovVwasnQjOxlodl2sndHgLzNFHf37ZikdLPFII1gNXo23j0ghYC9wPXIjWFiPiZIxZqRaOmAETQiRW5kAURVGUkyPfnY9Bd+y/rws8BZT4SrAYLUgg/L6HGVRrFSEdTOw0hdy4RNbYJPt1Rh7++VFcIsBjoZ7cPWMZ2y7pjPfiizDojcSHJaI/wv2CQVjyg5GXHg8HJO27u2je2Q0hwdyHw6lRz8vI8ZI4ax3q1gw7YvDlQst+1UELYk5K8FU29UgIVt4KSEi6BPZ+AQ1GQVznYzzfrz3XlozU6dmIttpxB9AKbRryNuAqtDq1qCNdRzkrHW0Kcp4QYqkQ4jEhxPlCiNM+W6Y64SuKcrY71rZDIbRMUq7fzQ53Nm6TjQxA98Kb3F30IeviYGz9Udhrp5FjA6vewKdrXmZr9gbGRVzBJa8vZtW1F5H6+RISV24gzpmI8QhTnVLC9r90PHxrJEiIjg8yYHQBOoOXV56wU1yg55HndThMUSQm6DGWUzxWNuVoR6v3qvhmShXgzdY2yv7jQSjcCPVvhb9mQ2QraHLX0Z8rgxDygK0GUmdkE1rw9TfQBfgFuAEYitaJP46TFDQq1cYRgyop5cVCCAtwPnAl8IQQYifwFfCVlHJn5Qyx4lQnfEVRznYFngJt2x8hCKDtu+gt/fChFa4HQwH2FWdi0FswCR0JX/3IF99P570LYJTzItqkdSffaSSEl9W7l/H1po+5KqwjEyd+xvcTh1DY80KKL+3JuaOn8PeryRR37ljuWPLz4MFbI8jP0Yroh0/KJmgsYO3P0az4IYzRE6FeQyNWKzjLmS31lY47EQjjJAcwgRLw5UHG11qH+5pXQ8YnIPTQdhYcLYN4YMVjMlJvYQvQH9iC1lriQ+By4A60qdL4kz12pVo4alZLSumhNOACEEKkABcDzwohEqSU7U79EBVFUZTySLSAKoDWksEVCvKnOxeDyU7ooPP0aP+zNwKm0rovK2DRG7CvWU/m4+O4bwBcJBrR+5wbcYXbKJRF5LmymfvbDBrFpDJ+fSI/3Nua/As7Y3FEELygO3+/mox91ZpyAzCPG2Y97OSP37Sc1RXDs0moW4Jd1uD1aXZatIOBN2mtKaLLKbMqKR13HU5Bu4ZQUNvrsWQX/HEvhKVqAVfhRm2fR1uNoz8/UAzmWKQpjK3AALRtYvoDb6K1CZiCVmyfRBVtuqyc9o5rWlFK+TfwPPC8EOLYy2sURVGU/yyEFmAF+KcQ3VN67GDF3kIkYBXiiBmXAk8+Hr8Lm8mBcc8+IoYN49JBIRoHohjZ/V4CUeHkom1fNGPxQ1gMFkY3Gc76hgb00bE4ImNxmJyEWSIo7tyx3OArGIAv3jezYK4TnV7SoLmLS/rqSIipw30jtGzY5Jng80FyMhgO+k0URAu+ItGm7g5vQHESeLPAXwSrxmhf17wa1k+BOtdC8jHaowZKtFYT5mj+Bq5BK7S/AZgHtAamozVcTT5V41eqhROu65JS+k7mQBRFUc5mEi34KMtoedGCLG/p12Xn6NB+qRs5NDMUkiGy3bk4jNYjBl8ev5tcVw52kx1RVELT3tfQ+Wo/BoOJu8+bgikmnv06D0LqePG36WQWZXBPq/HYg0ZkRDjO6CSMOhNR9tgjtpuQEtau0jN9fARGcwizGf53n4mEKDtfvgNrlsH9MyAyBiIiwHpQHwkvWlCZhDbleEoESrTNtjc8BoV/Qtp9sHkmOBtCs8lHf27QDXoT0hLPdiEYCKwCRgJzgQbAbLTg64T3olTOGur7Q1EUpRIdPG1YVuPkLv13iH9qhfSlHyYqVnhe4i0mGApgOcK2Q4Ggn6yifViMVkQgSLuLB3Jdt0K2RsGjLcYTF1+fPJMkEAjww19fsnzXzwxs0J8G5hoEwp38VL8j9b3FXGQJO9BuYrnexAa9icG+4gP32ZsRZMqoKPxeQcCvY+xDkJCoI2cfvDgdul4MPa/Uzo2M/Gd8xaWvtTansEN8KKCtetzzBex8B2oOgL1faq0k2r0A+qN0FQv5AYm0JrFT6LgOWIa2ynEuWp3XS2iBY83S16IoR1OhAEwIYQVqSSk3neLx/CdqL0hFUU4XB2ezjjZtWFafZePEC7WllOS5szEfIfiSUpJdsh+EwCCh1YCRTKuzm88bwi31BtOsTntKnGaKPbnsyNvK/N9fom1cWy6K7YzfYSUmPoW63kKmxzUlzpNH26CP5XoTEyyRPObJA7QMXE6+iyfGJ7BzsxYyXtIXWnUAhwPGDoawCLhnqjb1WKMG6HSHTjnGcorrpbxZkL8J1k/W6r7M4bBrBbSYCs4GR35e6YpHaa/NLp2RQWirHO9CC7osaNOPMWjBl9piSKmIYwZgpUHNE2gBfYoQogUwRUp52Ske23FTqyAVRalM/5429Bz0ESw9R/DPtKGBU/PL2e134Q/6sR+h9US+Ow9vwI3NYKPJ7Q/wY8EqHrkIesZ2pleDK/BFhJHr2Y/LV8IzPz9CvDWe4fUG4rWZiE2qT1CG6KIzkuDJY4Ilkqv9Lt432nisNBhz+114vUE+e6UGP31ix2yBhBowcASEh8NLT8G2TfD0G2CyQEwMWCza+xRAq5U65d3hfUVQkgGr7wQE1BkEf0yEpF5Qe+CRnyclBEqQ1mR26y3cACwCJgCvowXXb6BNOSZzkjrzK2eFimTAHgDaAT8CSClXCyHqnLohKYqinF5CHLrasCzI8qEFYWXKpg0tVO7Kt1x3DiZD+aGd2+eiwJOLTW+l9pNzyF30OUOGQaothVHNRxGKiyXXlwsInlvyGB6fi7tb/A9htROZWB8QOMwOnJZw2gZ9XO138aLZyY3eIpp7iygKeHGYwvlzZQxzHjLiDAevB257AKJjYPMf8O48uHowtOkIRiOEhWtZLyPaKsdTPl0XCoAnAzY+BkWboOmDsHkGWBKh5bSjbzUUKEJa4thjcjIM+AG4G3gfyEHLfDVEq1tznOrXoVQrFQnAAlLKgiMVXCqKolQX5U0blm36XBZoCbT/cf7XacOTxRPw4PG7cJgPL1sPBP1kFe/DrLcQ/+4nxMx+kbY3g80axsRWEzAl1iA3WEIwFGTB6lfZnL2BWxsPJyoiCWdCHYxGMzp0B4rul+tNvG+0MdRTwHsmOy2NVno6E9m11cK9I7TsVlEB3HwX1GsMBh1MuQNqpsDoiVpX/PgkKBLadF00lRSoujNhxwLY9T7UGgj7v9easJ73obbf45EESpCmcDJMkdwMfIsWfH0FbAOeBVqiNVk9ZYsGlGqrIgHYOiHEQEAvhGgAjEGb/lYURTnl5Ck4fnAhfFk2ywuH9M46eLXhSe2+fpLlu3Mx6MrZtFqGyCrORAhB1M/LaXrXQ/S8FvZE6JmWPo7oGo0o0QUp8Razdvdyvtr8MRclXUCLxDbY42pht4YTCPqID09EJ3T/1Hy5c2nszqFzWE3usMdjLRHMvgmyM7XZunO6QM8+2grHh+6EnP0w71NAQHgcBE1anVSlZYt8hZCzAjY8AmFpYEuGnW9B6t0Q1erIzwu6kXoTey3xjBKCL4DxaL/8fgceR+v3FYXaYkg5MRUJwEYDE9H+//Q28DXw4KkclKIo//h3ViaEFkCUF2gc6XionGPHe/x473mkQOh4xyIpP8t0PMcPzl79++uqmjY8GXxBH0XeQpzlZL8K3Hn4gl6ituyk3aDbufNC+KEu3NFwGI0bdMBrM5FbvJecokxe+O0pGoTV46r6V2GJS8LpiMbjd5MYlnxgm6ENehOPefJI8+QTbo2hgcnOTB/M+B5WLILwSDCaYOTdWlf7n76Gbz6Gm8dCvSYgbRDu1Kbqytlx6NQI+aFoK6wZB0IH9UdoNWCx52l7PR7xeT4ksM+azK1CxyfAOGAj8BNa/dcVaF3uY075i1Cqq2MGYFJKF1oANvHUD0dRzl7lFXOX9UUqCxx0HHvK60iPn4zjRzp2Ku+pHFmhp/xNt0u8xRR48nDuL6DDlTfzRqqfp8+FyxN70COtD0Gnk5zivQQCPmYuegizzsSItOFY4pKJdMbj8buJtsUc0tJisK8Yf9CH1OmJtEURCEDm27DyBkhIhswMmPwsJCaD1wVT74G0lnDtLVAiID1Km6qrtCBXSnDt0xqsFm2B5o/BpunalGPrZ7SArNznBZEhH/vstfifzsCHaFsKZQOfAMPR9ne0ofZ3VP6biqyCbAPcg1YreeB8KWX6qRvWiVFtKJQzQUUDLQNacfI8oDlwcL/xJcAa4Ch/wyv/8jzV630MhAIUuPOxmeyHHPcHfWSXZGIt9NDxsmH8Hl7CzZcLmoc1YnjrW5BRkRR48pDBAC8veYp9JfsYl34bkYn1iY5Iwhfw4jA7cVrCD7mulBJvwENyeG0EOtasgsm3QUw87NsDV9+gFdmHhcHogeD3wcSZUBKE1okQW9ldJ/1F8PcrsPsjqH0tZP8CJX/DuW+BJbb850iJDJSQZU1mrN7Ce2hTQAJ4GbgaGIuWLU1EBV/Kf1ORP0beBF4B+gC9D/o47UgpP5VS3hQeHn7skxXlFCvbBLkEyAX2oBXubgV2lH6dhxZ4mdCW4TtKP2ylx3RoQcMItGCB0s8jSo8rFVfd3scibyFCiEM60odkiKyiTPQuD+f2v4XC4iyuuM5AhCWae9rcgyEukWJ/CSXeQn744wOWZS6jb8qVNEhpS2xkDYKhAAadsdxO9x6/m3BLJFajlX17YdwwLcgqKoDG6XD9SC34eu9lWLEEbnkAkpIgPQxibZX85oT8sO8Hrdt9eDMIawR7PoH6IyG+yxGfJgNFZFviGGty8hba90cC8CRwIfAQ2s+l2t9RORkq8jdJlpTyk1M+EkU5Q/17+xg3h24fA4dmtI63oLsj2vYmI4BBwGulXx++A59yNNXpfQzJEPmu3MO63ue5cvC7Cjh35CSsm/+i501Gcu2Cp1rfTXitBniknzxXNjt2rOHtTW/TJqYVFzTrQ0xULYTQEQr6DxTdHywQ0r6bo2wxFBTA5Dtg0zpIqgX5uXD7FHCGwb7d8Oyj0P4CuKY/RIYgoZyNtk8pKaFgC6weB8IADcfA77dDZAtIHX/kpwWKyTZFMMEUyevAMKAZ2qqztsBMtJ9htb+jcrJUJAC7XwjxIvA92u8VAKSUH5yyUSnKaehUB1pH0xEtaJiBtvXJmRg0nA6qy/tY4i0mROiQQKnEW0xRQSYtH3iW+J9+48Y+Rn6L93NP4zHUbdCeoEFPbuE+XNl7eW7NM8RZY7m+zQhiompgNpgp8ZUcUnR/MI/PRWJYDdwuPbOnw6fvQKNmsOkPuONBqNcQ7Da4aSRY7fDkNLC7IamO1u2+UvnyYe0EKP4LWjwBm5/SjreZBeWsFgWQATfZejP3WeKZJwSDgfOBG9H2d3wJ7ee6JpW4gECp9ioSgN0ANEb7vitbqCQBFYAp1VJVBlpHsgQtY3Nb6ecOnLnBQ1WqDu+jlJJcVzbmg7re+wJesnJ30mjOu6TM/5Tn2uuZ18xP/5q96dyiD9JsJq94P4HcbGb9/gzugJvb2k8gKb4hNpOdEm/xYUX3Zdx+N3azE13IwTtvwDOla+A3rYNuvbR9HR1OeHoq/LUe5rwI0TaIi9O63VeqoA82PQN7PoU610P+GijYAG1mg71WuU+RIR85AqZYazBHCK4FrgKuRSuyfx3t51zt76icbBUJwJpLKZud8pEoSiU7HQOt8pTVKpVNl3X419dKxVSX99HtdxEI+TEbte/IkAyRnbeb5I++JfWpl/ipjuB/PSVtI5sz6JzR4HBQ5MnHk7OPD/98j00FW7ixxUga126L0+zE7XOVW3QPEAwFCYWCOPRxfPUJTLkNUhpAxk6IjIX/3QsmG6xcA/Ofg/794YLzwWTS+oBVKilh3/ew8XGISIfIVvD7HVD7GqhRftmylEFyQ14edtTjWZ2efmhTj33Rft7fQqvJrMnp3QtOOTNVJABbKoRIlVJuOOWjUZRT4EwJtI5kDYcGCWW1TGs4swKHqlZd3seckqxDth3KK9iLY+Fi2t79BDvD4crBFhIsYUzoeD/6yCg8Pjf5+3awdtcyvtz9Dd1qdadb0ysIt0TgDXgx6IxE2mIOK7oH8PhdhJsSWPazkXtuhtgE8Hi0j559wBgFIQGPjtQ2177//tJu9/FH393nlCjeAStv1aYZG42F328DZ31oVn7bSikluf5iHnfWZYbOwFVomdG+aP323kfr1J+MtihGUU62igRgnYDBQoi/0X5vCUCejm0olLPbmR5oHUlZiwSJ9ppCaCv3mgPFHL4UvqL9u472eEWuUVnPOVnKazXRkTMr+HL73fiCXuxmbevq4pI8QkuXcN6oyXj0IS65JRKvwcPUcydjT6hJMBQkd+9WcnJ3MXfTy9SLqM9154wiwhpFUIYIhgLEh9dErzu8rNwb8KDHxl/rwhg3FAxGraZr2U9waX/oPQwSwuCR0ZCxBxYs0IKuhAQtA1ap/C5YORqKt0HL6fDXsxAogY7vguHwaVUJ5AaKmO6ozTS9mcuAe4H+aP2+3gJqAfFUwibhylmrIgFYz1M+CkU5DtU10Doab+lHNIe+nn93jy+vK/2/zzkVzynvGuWd82/Huk95jtQB/2jnVOQ5R7pOmYo+/99d90+mfe5cfHqjtpWS103e6l/pdeMkdD4f14yOZ6NpP3c3v4folFaUADmZ2ygqyuPpDbMxGczc2HkizvBk3AhcfhfxYcn49CZ8/7pPSIYo9vpxZ9Zg3FBBUSG07w4/fAh9R8CwOyHBBCs+h/ffg1tvhWbNwGbTWlFUKinhzych4zOoM1grvs9ZBumPQniTw08HcgMlzLQm8YjBxiXAI8D1aG1iXgRSgVggshJfhnL2OWIAJoQIk1IWAkWVOJ7/RDVirV6OFmiV/UIt26+vugRa/xZC6yNmQeuEXB1f47GUF9gd7znlfX08AdKJBFPH+5xjne8NeAn6inGanQT9PvauX8a5wyZiLizioavj+CQ6k5F1+nFVem/Q68jP3IHM3c8bW95gv2sfk8+fTLfYVAw6PcXeYqJt0USWU3QPUOBxYc2K5ZYbTezZptV2vfEGXHIJTB4DBqklmO4aB2lp8L//aXFQ7BH6m55SmT/ChkchojnEdoQVIyHxYki5/rBTJZAXcDPbHM0UUxg9gOnATWj7Oz4FnAtEoPZ3VE69o2XA3gJ6ASsp/w/KuqdwXCdESvkp8GmbNm2GV/VYlIpTgVb53GjvTQIQxtnbdbsi05Zng0JPPiadAREMkrf1D1JH3oslYz+fto/i/qZZXBDdlmHnjUEYDbiz9lKQvZtvMn9lUdYKrmt2LRfW7Y5Bb8Dlc+E0O4mwRJR7H4/fR26WkcljI1mxAoYNg1degdat4ZFHtLYScXFw5ZVQUgIzZ0IgALVqgaGyu92798FvN4LOpG2u/fsdYImHlk+UW4SWF/Qy1+jkPlMk3YBn0TrbLwLuAy5Bm3JUWwwpleGIPy5Syl6ln1MqbzjK2cB90IcKtA4XAFz8s9Gv6jukBEIB8j35OIx2inb9RY3bHiBs4zb+rG3nukvc1DUn80C3KQirlUBONllZ29laspuXtr1Hu6S2jGg9EpPBhDfgxagzEnOEovtQSLJrr4dZD9fn228EN9wA77yjBVfPPANms1ZgP3s2LFwIkydrxfcREdr0Y6UK+uG3m6BkG7ScAVtfAE8mdFoApojDTs8NBXjZYOFuSyznCcEctM72n6DVBw4CzGh1Xyr4UirDMVvkCSG+r8gxRakIF9o2PLloK41MaMu8y7bhsaH9T/Bs3OZDok03+tGWvSeigi9FU+ApQIfAm5mB876HiPllFQVOI72HOxBCx5NdH8UWGUcoL5es/dvID7p4bOMLxNnjeOD8yVhNVoKhIIFQgHhnfLlF9wB79rt4a1ZN3nnbwIAB8OWXWkH9c89pQVZMDCxfDpMmQYcOcN11WtYrJqZy3w+t7uspyPgUUgaDdx9k/gCNx0J028NOz5Uh3tDpucuSwLlC8BLa3qCvohXe3472s6a2GFIq09FqwCxovw9jhBCR/PNHQRja96miHBcf2v6HNiq2+uNs4kV7f6LRCn/VVidKmWAoSK47F1NBMfKpp0j+6HuCOuh7VwrbAlt49tyHqZHcBPLzKcjchUsGeHLjSxQH3UzrNp14RzxSStx+N0nOJEzldLoHyMoJ8M5r4bzwnJ1LL4Xff4f8fJg7F1JSIDwc/v4bBgwAnw8uu0z7XKdOFXS7z/oF1j2g1X0ldIffhkFMR2h4y2Gn5gLzgTusSbQVgleAt9HqvXoAU9CCLrXFkFLZjvZ78Ga0tihJaHVgZQFYIfDcqR2WUt2EgAy0/8Gp4OsfZUX2ZqA2Z++0q3Jkxb5iQnm5BF9/k7qz5wMw9u42fBtcwR2Nh3JOWncoLKRkfwYFuJm//VPWFWzm7o530yKhBQAlvhKibdHYTOXPExYWwocLBDMfjaVTJ8jLgy1bYOpUaNtWm17MzoZrr9V6gN1zj1aQXyXd7j058Ov1oDND0/u1PR8NdmjzDIhDQ6hc4D0k/7Ml01IIXgO+BiYD56Dt76gDaqD+v6RUvqPVgD0NPC2EGC2lfKYSx6RUQ1loGR5HVQ/kNKKK7JVjkVKSs28rps+/os6DzwLw8sj2zDAu5dKEzgzscDMUFeHPziRbFrMiaw0f7P6G3g170ye1DwBun/uoRffFxfDV10Eeu7cGqamC2Fj48EO4/Xbo3RuMRnC54PrrYedOeP11rSDfYIDIyu7TEApq2a6Sv6HVM7D9dSjeCue+rhXfHyQX+BAYbU2iGdqWQr+hFd03QtvfUaC2GFKqzjETxyr4Uv6rAiAPFXyVCaClkS1AClqxvQq+lPKU5OwlsHAhtcY9hJCSX3q35NbE30l1pHBP9wcRLheh3ByypJu9xRk8tfk1Gkc35u5OdyOEwBfwodfpj1h073bDr78I7r8jiYR4ra7rww+hb18YMUKbWgwEYOhQWLcOZs2Cdu20bvcJCZXc7V5K2DQT9nwMKTdAsBB2fwj1bob4boecmgt8jI5brAk0Bt4Ugk1oxfYJaMFY2ebaZhSlaqh6Q+WU8gB7UcEXHF5kn4wqsleOTBYVkbP4a1LGTELnD7CzZT0GnLsbq97MEz2fwuIPQW4uecJLYUkOj26eh9lgZlqPaZgNZoKhIP6QnwRnQrlF9x4PrFmtY/yYGIwGwbXXCl54ATp1ggce0OIdnQ5uuQV++QWeeAIuvFB7Xs2aVdDtPvs3WHsPRLSA5Eth/WPano9pEw45LQ/4XOgZZY2jHvC2EGSg7fFoQ+uvZEP7+Su/C5qiVA417a2cMgG0onsrKtI/uJN9FKrYVzkGlwv3ymXEjxiLodiFq0Yc1ww0sdeVy5wLnybeGAk52RTrghTkZzF79wdkFO/lmZ7PkORMQkqJy+8i2ZlcbtG9zwdbNgvuGh1JYb6eifcIHnoIGjXS+noJoQVY48bBt99q7SauvlqbrqxRowrqvry58Mu1Wt1XsymwdiIgoc3zWg+wUnnAl8LAzZYYagPzhY5iYDDaHz7z0Ra5JKH+KFSq3tFWQbY62hOllKtO/nCU6kKiZb7g7M7yHFxkXwdVZK9UgMcDGzcibroR8/5cgmEORt+Zyi8FPzKx9W20iGkGOdn4THpycnbzddHvLN7zKyNbj6R9zfYAlPhLiLHFlFt07/fDjh1w9+2RbN9m4oEpAZ6cZiQiQuvvZbFowdeUKdr+jrffrjVjLSqCxERwVHbkEgrCb8NL675mwq73oeAPaP0sOP5pU5kHfCuMDLdEk4zkHaEnhLbFUDbayscaaE1WK3u3JEUpz9EyYE+WfrYAbYA1aKUq6Wi1jJ1O7dCUM1k2Ws+vs3kj27Ii+zi0rU1UnZdyTF4vbN2K/9aRWLZsRxoNzLj/Il4uWECfOpdwVaMrISuLoMXM/rydbCKblze8yXm1zmNYq2GAVnTvMDrKLboPBiEjA6bcHcnvyy1MuK+El16w4/PBvHlak1Uh4Nlnte73N9wAd96pBV8xMVorikolJWx6BnZ/AClDQEit8L5Wf6h55YHT8oDvdUaGmaNIkCHe1RkwAQPR9nd8CW1/xyjUFkPK6eOIM0NSyq5Syq5ofTNbSSnbSClbAy2BvyprgMdDCNFbCPFCQUFBVQ/lrFaEFoCdrSn+fxfZH9xET1GOyOeDnTsJ3T0B49LlIASf3defe4s/oUVkE8a1uwOys5FWK3kF+8g2+Jn6+7MkOBJ4sNuDhxTdx9pjDyu6D4Vg7z6Y/mgYP3xj5aYxuXzzuY3du+HJJ6FJEy3eeestmDEDrrpKy4KVlGirHaOjq+A9yf4N1tyt1X3V7APrpoCjLqQ/dOCUPOAnoQVf0VLLfIWh9VFajZZJOJd/dpZQlNNFRUpzGksp/yj7Qkq5Dmhxykb0H0gpP5VS3hRe6X+mKWW8aP2+HJx9QcfBRfY1UEX2ynEIBGD3buTjj6P79DMAfr+lDzfrvyDC5GRql4cx5heA1UJJYQ75xhDT17+Ay+/iyR5P4jQ5j1p0LyVkZsLLsx28/5aDPtfmsmNzGKtWCe65B7p105Jvn30GDz4I3bvD9OnabKjdrm2yXakrHqG039d1oLdA04dg/SPgL9Tqvgza1Goe8LMwcIMlijAZ4l0EsUJwG7AYmIS2v6Mdtb+jcvqpSBH+RiHEi8AbaL9jrgM2ntJRKWekIFrRvYmzr8jch7biUxXZK8ctGITdu+HFFxEvvQTA9iu6MbzOGvJKinnpwmeIdkmwWvC6isg2+nhzx2esz9rAg10fpEF0A63TfcBNoj3xsKJ7KbUmqgvmW5n9dBjdLi7EZjaz4CsDQ4dqzVVLSuDXX7UGq+3ba+0mAgGt11dCQhV0ug8FYPlNULwNWs2AzK8g51ct8xXRFNCCr1+FgSGWaGwyxHtSkqjXcy/wGXALWv2XCW1br7N9IZBy+qnI9+QNwHrgf2id8TeUHlOUAySQiVZ0fjb11QmhTbmCVmQfiwq+lONQFnx98AE8+igSyG7fnPEXhlhVvIV7242liYgFq4Wg20PW/9k76/g4yrUNXzOzbnFPU4EiFaRYcdcPPbi7Htzd3d0dih3s4HZOseIFWiilSiVpPLtZH32/P95skgpQoMqZ6/fbrjS7O9nszt7zPPd7P2QZl5rEa1NfZ99h+7LL0F0AabovC5YR9ocXeoquLnj3LT83XlnMBhvnGL52nqceDbPjjnDuudLf9f330my/5prw2GNScCmKXPGoLes3tBAw5W6Y+zIMPgy8EZh+P1TvKH1gQAL4UvFweKAMn3D4l2NRr/m4GXgSOAD5ZeXBne/osuLyuxUwIUReUZT7gbeEEFOWwTa5rITEkb6nX1tddC+wNrBpv9vGIVd2nLR0N22pkUP6vVyTvcufwnGguRnGjkWcey4oCrlVB3HLUWvwwrznOWTo3uxStD4EAwjdpJM0050u7vvmfkZUjuDMjc8EpOk+7A0v0nQfj8Nnn3i57NwSVl3dZMc9O7jh4nrWXVf6vlIpmDEDTj1Viq0xY+QqSMOAgQNlBWyZ0/E5TOzxfQ06BL44EvwVMOoWUBQSwNeKxuH+MhQheMHKM9AX5SHgLmAn5HxHBWkDcLOWXFZUfvfAQFGU3ZFexnd6rq+jKMprS3m7XFYiskAbv73icW3gBKToouf8hJ7bVzb6m+yH4JrsXf4EBVPWV18hTjoJEFgVZTx33v9xS/OLbFS+LqcM3L9HDZmknBwtPovbv74Dv8fPDdvdgE/z9ZruK8OVC5nuk0n4/luN808rpazM4ehT27j9qjpqahTuv1+m4M+eLYNWo1F49lkoLpa+r/r65RC0CpDvgM8PAzUII6+CyTdBbh6sfw/4SkgA4xWNw/3l2Aj+ZSRZxRflBeBq5HzH23seqh7Xg+myYrM4ldnLgA2RVV+EEN8juy0uLphI31eI3xYhmwL3I0XXTT3n9zN/RWxFp2CyN5BH1q7J3uVPIQS0tcnZPsccA4aB4/fz7dUnc27LE1QGyrlu5Gl4QmGwLPK2SUvA5pEJj9GUauK6ba+jOlL9m6b7TAYm/6Ry7ily6eIFV3dy8+VVeLwKDz8s24vNzXDaafLnn31WZnxlMlBbC8HlERHvWPDV8dL3NeJS6PwMWt6DNc6E8o1IAN/3VL504F/5Tob6S3gbuBBYA3io56HcEUMuKwOLU521hBDdi5oj5vK/jYNc8aixeG+kTYHDkEeop7Nyia+Cyb4UabR3fV4uf5qODtn3O+YYRDIJCOZdfR5Hdz1K1jG4d50rKYpWgG1j2xYtEYd3Z3zAp3M/5Z8b/JMN6zb8TdN9LgfTpyucf1oZXZ0qt97XyS3XxeiOe3jsMYWyMim+zjxTVsn+9S9YZRV5ubpaVsOWOYU5j40vw+DDIVgtxw6VjYbVTyUB/KCoHO4vI60ovJhrYfVANZ8pCmcCVUjvV2G+oxt47LIysDgVsB8VRTkI0BRFGaooyl3AZ0t5u1xWAtqRsROLu7Mbh9xJnt5zPu43f3rFYEGTfSWu+HL5C3R1wZw5cPzxiMZGFNum87xTONPzHybl53DliFNYtWI1cByEZdMW05jY+RNPTXyKLRq24Ih1jgB+3XSv6zBrFlx2Tikzpnm45pY4jz8cZObUANdeq7DGGrLzecEF0vv/+OMwcqQcMVRRIfO+lgsdn8OEi6BkFAw6FH64TMZPrH8XCUXjR0XlMH85cUXl+WwTw/wVfKdqnISsdI2hb77jwtn/Li4rJosjwE4BhiO/a59F2l9OX4rb5LIS0I003i9u2GrB83U/cA597cgVWYTlkC3HSqAB96ja5S8Sj0vVc+aZiEmTUByH+GH7cf/QJC92fcKRA/dim4FbyWqQYdJdHOCX5Fzu+foeaqI1XLn1laiK+qume8OQD3/D5cV8/YWfi69K8MmHPr76NMIppzpst53sfF5xBUyeDA88ICMnMhmZcL9cglYBcm3S9+UJw7BL5IrH1FRY91YSwVp+QuVwfzkdispzmTmM9FcwTfNxErIqPQZZla7if3vyhsvKx+KsgswCFwEXKYqiAWEhRH6pb5nLCkseaOGPJd1PYH7PV8ETNoEVrxVp0TdGqQKZI+Ti8pdIJmXf7/LL4eOPUYDkdpvzwW7DuHzSlWxaug4njTxSmrPyefLlxcxJzeHh7x8mpae4a+e7iPqjGJaBqqoLme4tS44YuufWGO+/HeLks5K0tyu8+kKUPf6hc8zRfubNg5tugq++kqOGttsOslnp86+sXA5BqwC2CV/3+L7WvRVSk+WsxyFHk6jZgZ9ROSJQRoui8lxmLuv6Smj0BDkBGXvzLLLlWI5cDOPisjKxOKsgn1EUJaYoShiZBzZFUZRzlv6muayIWEjTfYA/lq1zEgsLrU1ZsSIoBFJ4FUz2tbjiy2UJkE5LdXTnnfDKKwhVJbv2MH46+QCO//lmGoLVXLbeWaiaBvk8VnkZs7OtvDn9TSa0TuDCzS9ktbLV+kz3kflN97Yttd0zj4d5/qkIBxyaprLa5L7bi1hvdJbLL/HR2CgHbf/nP3DNNbDnntIr5vFI0/0yD1qFHt/XHdD4Kgw+EkL1MPkGKBpBcvhFTEXlqEAZcxWNpzONrK+FaPMVcRIwDXkANwwpvJZX8c7F5a+wOB+7YUKIJLAn8BayG3Po0twolxUTATT3XP67rf4zkF6vKHJ+YxQ3WsJlCZDNQlOTHLD4wAMIrxezrpqmK87i6J+vx8LhqvXOoSxUBrk8orycuWYHE9sn8uLkF9l7zb3ZdbVde0331eFq/J6+9X2OAy2t8Na/g9xzaxHb75xjy+2yXHNJCQOH6Nxxm0Zzs8Izz8Crr8rg1cMPl+1KgLq65RC0WqD9U5h4MZRuCIMOhJ+uBcckvcG9TNUCHBUo4xfFw1O5ZjZWNOKBcs4AvkGupN4EmTvojhhyWVlZnMVrXkVRvEgBdrcQwlQURSzdzXJZEemkrzX3d8FB/k5eYCCwPFbfu/xNyedh7lx491246ipEMIjj89JywyWcPfMBJucbuWf0lQwqGiSFWnkFrU6axu5G7vrqLoZXDOfsTc4GpOm+NFA6n+m+ECX2yX/9XHNpMettpHPEid2cfGQF4ajNbXdnSSVKeeMNePppOO44GbhqWX1Bq97ldSSVa4PPjwBvFIadB7Oegfh35EbdztTIqhztL2Oa4uHxXAubOSaJ0AAuURTGAhcDuyHN91W44stl5WVxBNgDwCykXedjRVEGIo34Lv9DpIAO/l7iK4ecX1kBFOGOK3FZgui6FF9ffw1nnQWhEJgm826+lPu7/8Nrya84f/gJjCgbRsCwobSUbq9Na6KVu76+C4/q4YbtZdhqwXRfEuxzORXmO47/2svFZ5cwZBWLi66Kc/pxZeRzCjff34Jf1PHf/8K998L++8Oll8qKWTYrxZd/eQVl2QZ8dRxkZsG6t0FmDvzyBMaAvfm5YT+O8ZcxWfXyaL6dbew0ydBAblI1XgZOBI5ArkR2Rwy5rOz87vtXCHGnEKJOCLGLkMwGtl4G2+aygqAj877C/D2ONm3kEYQPGS1Rgrsjd1mCGIYUXz//DMcfL13u2SzzLjqVD6OdXN/6EnvUb8shq+8HuRxKSQnZoJeWVAvP/vgsM+MzuXbba6mJ1Pyq6T4eh0k/aJx/ainFJQ433NXJlRcU0zTXwzlXNTKgvJyvv1K56SbYeWe48UYp2jIZ2XZcLkGr0Of7avo3rHochOvhp+uxww1MWes6jveX8oPq5UG9k+2NLtLBeh7UfDwK7AechdwH1ePGwbis/CyOCb9MUZQ7FUX5VlGU8Yqi3IEsGKxwKIqym6IoD3Z3dy/vTfnbYCNN9z5W/h1ewWSvI0329bgme5cljGnKLIi5c+HII+Vt6TTtxx/KjOE1nDzrHoYVrcJNG19OoruZYHE5ViRMc7qZL5q+4P2Z73Pi+icyun40tmNjOMZCpvtEAqZPUznv1DIcB+54sJP7bo/y/fgAx5/RxvDV/fw0MciVV8Jmm8kVj5om1wJUVS2noNUCbR/DxEugbBOo2xOm3I4wupi5wf0cH2ngW9XHfXoXO+sdZIO1POsJcguwA3AN8jNcjzvf0eXvweIc+D+HzNzcG9in5/LzS3Oj/ixCiNeFEMcVFa2Q+nClQyBnPDqs/GM9XJO9y1LHsqThvqNDiq9sFrJZkrvtSPOuW3H0lBvxeHw8utXtOJk0TjAIpaU0Z1poSjZx7zf3skXDFhy57pG/arpPpWDObIULTy+lvU3ltvu7ePPfQd5/K8w+B3ez8VZpmqaVc9llsNZa8MgjsgCXTsucr+UWtAqQa4EvjgBvEQw7F5rfgvZPaBl+EUdVbcWXqo+7jAS76e3k/eW87otxBXIO3l3I/dAA3IMml78Pi3MgUSqEuKrf9asVRdlzKW2PywpEAhm4GlvO2/FXcE32LssE25biq7tbznecNw9h2+ij16flxIM5e8L1/GJ38NyW91FHjDlaF77yajqynWT0DNeNu46qcFVv2GraSFMaKCXi70vby2Rkce2K80uY+rOXm+/pYtpUjScejLH5Nll22a+ZjlkNXHKxxqBB8OSTEIlI8RWLQXn58nt5+nxfc+Rg7WwzYvp9pKu25aBh5zJO9XGHkeAfRieGJ8pYfxnnA0OBh5EHgw2s/AeCLi79WZwK2FhFUQ5QFEXtOe0HvLm0N8xl+ZJFBh2uzKb7QpJ9Oa74clmKOI7M+cpk5DLDSZNAVXGGDGbOeSdw36QneV//iStGnc0mRSPIeQVWSTFpK0veynPrl7fSne/mpu1vIuqPkjfzC5nuczlomgc3X13MF+MCXHRVAkUV3HxVCWuO0DnmtGa65pVy5SUhSktl6kVpqbxfMChbj8ttnK9w4OfboOl1WO1kCNbiTL4ey1fKEaMf40NPkFuMBPsacUzFwxfBas5QFCqBp5BVgjrcz6/L34/FqYAdD5wJPN1zXQUyiqKcCQghxMpcIHFZBCbS9xVi5WzT2UgBGcJtWbgsZYSAlhYpvi6+GD7+GGIxhN/HrKvO4qPZH3F75gMOGLIHRzTsDppGV0TFsDLops5Lk19ifPN4Lt/qclYvXx3DMlBQ5jPd67rUd4/cE+Od10OcdEaS1YcZnHBYOeWVNmdd2kFLq8Ktl1fg9cJzz8mh2vm8DFhdbkGrBVo/hh8uhYrNoG43zJ9vw5Odw8VbvcXL4QHcYCQ40Exi4/BDaACnqhpe+uY71vDHpm64uKwsLM4oopW5COLyB3GQKx5VVk6ja7bnvBa5014ZBaTLSoIQcrhiOg133AGvvAJlZYhcjqabL2VafDqnJ19gVNlIrl3rDBRVJV9RQqJ7FgDftX7H0z88zd5r7s1uq+3Wa7ofEBvQa7o3DCm+Xno2zNOPRtj3oAy77JHlmINkP/HCqzpJpLPcc80Q8nmFF1+EQYPk/YSAAQOWY9AqQLYZvjwSfCUw7CLyLf8h0PwWzw47nxtrd+IaI8FhZgrbyTM91MA/VS8Z4EVkun0lK+iKLxeXJcBifccqilKCbMf3ziMWQny8tDbKZfnRjlwluLIdcRrIGZWFsSQro3h0WYkoBHElErLfd//9UF2NaGuj67pLaFFznBB/kqgvykOjr8GveqG2lpZ0E45waM+2c92n1/WGrS7KdG9ZcsTQf94NcMeNRWyzQ44TTu/mn0eW0dmucdkNHSi+HPddOZD2NpVnn4Vhw1aQoFWQvq+ve3xfox8jk2siMO0ufirfhEPXuorLjW6OMjMIK83cYB2neILMQ1a+BgKlPScXl78rv/s9pSjKMcBpyNW/3wOjgc+BbZbqlrksc7qBOCuX6V4gfV4eXJ+XyzKkqws6O+GDD+DKK2Wfb948smedSnN1hDObH6bZ7ubFze+j2lsCtbWknDzxXBxFUbjioyvmC1td0HRv27Kz+fXnPq66qIRRG+hcdn2ci84s4edJfk6/oIuaAQY3X1XJnF+8PP64wgYb9AWtNjQsx6BV6PF93QxNb8AaZ5H2luGZcA5ZxcdOmz7LBVaW460MjpWmzV/BWb4Yk4CHgJHIfdDyXDPg4rIsWBxnwGnABsBsIcTWwLrIQonL34g80MLKVfnKA2nkjnoQrvhyWUbE49DeDt99B2ee2Su+zAP3Z+66Q7iz7XU+yU/hulHnsl50NaitxdQUOjIdaKrGnV/dycz4TK7Z9hpqIjULme4L8x0nTfRw4RmlDBxscdM9Xdx1S5RPPwxy4BFJ1tswz903F/PzD0Huukthq61kUS6dlpsTCi3fl4iWD+GHK6ByS9J1e2DNeoJAcjKHjn6UA73F/NNKI6wMXb4YF/jL+Aw533FzZOCzO9/R5X+BxRFgeSFEHkBRFL8Q4mdg9aW7WS7LEgtpuvezciTCF5LsvchMr1JWju12+RuQTMoBjDNnwrHHyqWGzc04W2/FnN224O32z3ko8zFHDt2XA+p2gNpabJ+XlJ4iZ+V4b8Z7vDvjXY5f/3g2rt8Y0zbnM90LIbXdzOka55xcRiTmcNfDnfz7xSAvjomyzY4Z/m/PNA/cGeO7L8Ncf71gt92k+EqloLJSRk4sVzJNvb6v9IiryLSOpXjuv7h76D9ZpXpbzrDSOHaOhOrl2kA17ygKFwK7IxfM1OB+nl3+N1gcq0yjoijFwKvA+4qixJE+bZe/AQJo7jlfGVYLZpHbWosbpuqyjEmlpCO+owMOP1z2+OJxxLBhNB97EBM7vuOC1MtsXLkel61+AtTU4gT8ZPQ0AsEP7T9w19d3sVnDZhy97tHYjo1u672m+4KtbO4clXNPLsM0FR54spMJ33m5++Yi1lo3z1EndfPUQzE+HRvh3AtMDjlEmrwKQauly9s0ZenS95VrIrvxGOLZORRNu4sJxWsxY+RlnGumEI5JGsG9oQE8qygcDxyFFF11uOLL5X+HxVkFuVfPxcsVRRmLXJTyzlLdKpdlRidS1KzoS11NZK6Xa7J3WS5kszJoNZeDQw6R2RCKAuXlJM4+mVnxmfwz/QIVgXIeWOcSvLX1iGCQlJ4k6osybu44rvtEhq1etfVVKChkrex8pvt4HJqbZcp9a7PGfU900J2EK88voa7B4owL47z8XJR334hw1HFZTjtZ9hkzmRUgaBX6fF/z3kJf83za/BXkf7iUUivLqxs9wrmOCcIm7eR5OjKEu1WNfYBzeu7ujhhy+V/jV9/viqIs6ljqh57zCNC1VLbIZZmRAjpYscVXf5N9AzIXyMVlmZLPywh6x5GVr+ZmWWrKZMhddB5z822ckX2ZuJ3m3xvfQ1nD6hCJkNZTlAZKmZucyw3jbiCpJ3l0j0eJ+WMLme4TCWhtgasuLGHyJJlyX1Jqc/RBFQSCgvMu72TseyFefjbKHvt2c9nF8n7ZrBw1tFyDVgu0fAg/XolVtQ2NDfvx0+wx7NYxjsfWv4fjgrUgBFkrw5uhgVytetkOuA4ZfdOAtBS4uPwv8VsHHOOR33/9P9aF6wIYshS3y2UpoyNbj2FW3DZeHln5qgCKcVsTLssBXZeDtRUFTjpJptwPGgRz5mBffSVNfp0bMv/h68xU7l3vMkYMGQ0xKbBi/hiGbXDbF7fxXct3XLblZaxRvsZCpvtUSvq+bru+mM8+lin3I9c1OPagcjJphStu7GDShABPPlTE1jsmueF6Dx5N6w1aralZzkGr0Ov7cnylzF37et5KTeXEKbfzxYB92KluD/kjVopPgrWc6w2yAXA3feLLHTHk8r/IrwowIcTgZbkhLssOG2ni8wLLM6Px17CRVa8w0hPi7pxdlguGIcWXpsE558BHH8GIEfDjj4izz2ZeVZjnsp/xTPxj/rnqQewxch8oKSFrZAl6gvg0H8/+8CzP/PgMe62xF7uvvvtCpvtsFlrb4PEHorz5aojjT02yyx5ZTjmmlDmzPJx1SRcd7R4euKOIjTbLcP2tGaKBGgxDFuQaGsCzvPt2lg5fHYPINTFv0xd4QtE48vtz6Qw1MHCtq1AUhYyVYaK/nJO9UValb77jAPqFS7q4/I/xu8dNiuQQRVEu6bneoCjKhkt/01yWBgJoQ4qcFVHYZJGVr1qkJ2RF3EaX/wFMU7YdNQ1uuglefhnWWw9+/BEOOYTOdVbjE30qV3a8xDaVG3HeRmdBSQk5M4dH9VASKOGbed9w6YeXskb5GpyzyTky6d42qI5Wo6kauRzMa4bXXgzz+INR9j4gw5EnpLn64iK+/SrAocd2EwzAHdeXMGJtg6tub6Y6VoFlycJcfT34lvfKGeHA5Buh+R061zyPe0vXZ8RP11KXm4e6/l0o3hgZO8dMT4hj/GWUKQpPIg/+anEtBS7/2yxO4fpeYGPgoJ7rKeCepbZFLkuVBDJwdUXb8ZnIaIkwMloixorbGnX5m2NZUnwJAY8/LlPu11sPxo+H7bYju+uO/Jibzeldz1AfqubuLW9Eq6zCcEwAqiJVzErM4rR3TkNTNW7e/mZ8mo+smaUqXIXf40fXpZVs3NgAt14bY6vtcpx7aTcP3xPm7dfC7LxHijWHm9x4ZQmDhlhcd88cGkorUfGQzcoRQ4EVoXTU8h/EpKvIVG3D3audQlfzW+wz9yUywy7ALlmXtGPQpmgcHqxFUxTGIA3EVaxcgc8uLkuDxSlebySEGKUoyncAQoi4oijL+7jL5U+QBVpZscJWBXK7NFyTvcsKgG3L1Y6OA++8I1Pu114bJkyAtdfGPOpwZqTnclr38+QcnX9t+SBFdUOwhI1hGTQUNdCWaeOSsZcwtXMqt+xwCzXRGtJGmrJgGRF/BNOU4mvitz4uO6+EtdY1uObWOG+8GuDhe4pYb3SOHf4vxyVnlVNe4XDLg01UlAUIe6OkUlBXtwIErQJkGnG+PBrbV859GzzAS0Y734w/g3zlVuRWPY6MsMk4FodGh5BSFF5C+jnLkauZXVz+11kcAWYqiqIhvytRFKUC6Z10WYkwkb6vECuOmb1gsi/skFeU7XL5H8VxZM6XacI338AZZ8Aaa8jQ1ZoanNNPY54R59Lcm0xMT+exzW9m6GqjsRFkzSwDiwaStbI88v0jvDrlVY5c50i2HLQlOTNHyBuiJFiCZcmnmD7Vw7mnljJgoMVt93fx/Xgv119WwpChBkccl+TSc8oJBgV3P9pOUblORXAw6bRCVdUKELQKYOlYXx2DlpvHc1u+yaWhWn5+e1083hid691BBgXdynBEdFXmKmrvfMdiZIyMi4vL4gmwO4FXgEpFUa4B9gEuXqpb5bJEcZDiS2HFyNkpmOxDuCZ7lxUEIWRZKpeDX36BY46RM326u6UP7IIL6PRaPJD5hFc7x3H28OPYYdR+OApkjAx10ToEgvdnvM91n1zHZg2bceS6R2LaJioqleFKHEehpQXmNWqcdVIZ4bDgrkc6aWtVOf+0UopKbE4/L8HVF5VhWwoPPNlBaU2SsmAletZHSQmUrAilI1tH/+la/M3v8tGIKzisdkfe/OwwBqSmEd/kGdL+coSZ5MTIECaqGg8CayHjbtwRQy4ufSxOEOsYRVHGA9siPzt7CiEmL/Utc1litAMG0l+1vDF6Tm6SvcsKgxDQ1iYTTTs6ZNBqJCJNVi0tcPnlpEsjvJ75ihuaX2KX2q04bZsLEKpK2khRFa4i4AnwbfO3nPHuGVRFqjh/0/Pxq350W6c+Vo+Kh5ZWaG9TOeukUvS8wiPPdqBpgtOPL8O2Fc69tJObry4hmVC5/8lOBgzJoCh+PGYx4YgcM7S8s74MK0dqzr8onXQtM6u2Z5sRF3Hl9IfZZdZTpFc7me7KLVCsNGeFB/Kx5uMmYEvkQVYV7ufdxaU/i1UQ6Zn/+PNS3haXpUASmZhbtLw3BNlydJCtCLfq5bJCUJj/k0jIpYUHHSTP11hDtiHPOQdj9VX5MjGBs1qeYLXYIG7f7R5Ur4+UnqIsWEZRoIg5iTmc9d5ZdOW6eGLPJyjyF5G38lRHqvFpftraoKtL4fzTSmlu8nDvY51U11oce3AZ7W0eLrq6k4fvKaa5ycOdD3UyfC2DjGlQ7h2I369QU7N8xZcNxI0U5uxnqBp/CgiLKwcdyD6JH7no2zMwSkbRvsbZKFaOK4LVvOYJcj6wF9LfWYtrMXBxWRD3M/E3Jo8MW10Rku5zPedu6KLLCkVnpzwBHHqoHLS90Ubw9ddw2GE4m2zM9O5ZnNT5FACP7PEo4XAxaV0GrZaHyunMdnLDuBsYN3ccV29zNXXROixhURosJeyL0NEB8YRMuf/pBy/X3Bpn5CiDC84oZspPfk46I8G/X4gwfYqX626Ps+EmBlk7Q1gpI+AJUFe3/IJWBXLZ+xw9jphyJ9Xf/JN5sTU5ZsOHmV2zE098fgig0rb+vSgI7vUX87g3xrHAsciKVz0rZt6gi8vyZkWwBLksBSygCSl2lrfKziJzf+pw33AuKxDxuIygDwTgyCNlyv1uu8Grr8KOO8Lee9OeaOLM1L+YnpnLmN0eY1DFUHJmjqA3SFWkioyR4V8//Yv7x9/PQSMOYtehuzInOYeSQAklwRLicVlcu+P6Ij79MMAFVyTYars8118ZZdyHIfY7NMk3XwSY8G2Ay66Ls/X2eUzHRFgeIv5S6uuXX9CqDrQJQS7fQfVP1xGbchufVm3Hzlu8TNoTYfxXxxHo/pG2De7HCtXyvOrlJn8Z/wDOpy/l3v3Mu7gsmhX+s6EoShiZRWYAHwohxiznTVrhEUBLz/nyzgtJA0FkC8I9CnZZYUgmZbUrEoHTT5cp9/vsIwNXR42Ck04i1d3Otfn3ebfrKy7Z+Hy2GLodeSuPqqjURmuxHIvP537OBR9cwFpVa3HF1lfQlGwipIWoilTR3a3Q1QVPPRzltZfCHPPPFHsfkOXJR4K89EyUrbbP0NWh8fknQc64oJvd95Z14qyRo1RrYGCDulyCVm0gDnQIh0CumZLvLyI26wnGDDyIyzd8iDv1Dmpmv8CoGQ+TGnQw2dpdeR/BhYEqtgFuRB4ADmT5739cXFZklktxRFGURxVFaVMU5ccFbt9JUZQpiqJMVxTl/J6b/wG8KIQ4Fth9mW/sSkgnfasMlycpZPuzDld8uawgFAZrz5snxde110rRtdde8OabMHAgXHghRibJGPs77pz3Mv8YugfHjz4ZwzYQQlAfq0dRFGZ2zeTUd09FVVUe3PVBTMska2apLaoln/XQ0QFvvhrikfui7LFPhhNOTfHeWz7uvrmY4WvpxIoEH7wd5ugTUxxyZAaAjJHFa5WwSkNomQetFtqNvwBxxyaUmkn6m5OpmPUEd6x+OhPWv5v/dP/I7u2fsP23Z2BEhtI54gq+Fjb/DNUxSlG4Dym+BuBaDVxcfo/lVQF7HDmL9cnCDT1ZY/cA2wONwNeKoryGtBD80PNj9rLdzJWPNNDB8vV9FXbkJbjLzl1WEHI5abbPZOT8nlgMHnhAptzvuCN88olMN73yShzb4mPnF86Z+whrlQ/nxp1uwe4JWh1YPBCv5qU13coF/7mAKR1TeGqvp6iL1jGlYwoDogMQZoCWFvji0wA3XVXE5lvnufDKbr4b7+HKC0qpqbdYa12dZ5+Isc+BGU48PQWAZdtks7D+qmVElnFaso4Mac4BQcfk+9QvlH9zApu0juWBta5l44b9GdL1Nd7Ob4j+dB2KlSYx6Eymqh6ODNezCvAYsu1Yh6x6u7i4/DbLRYAJIT5WFGXQAjdvCEwXQswEUBTlOWAPpBirB75n+duZVmgMZN5XmOUnehyk+KpABi664stluZLLSZ9XLtcnvABeeUWm3G+6KUybJoXZLbdAMMh0o4Vjm+4j4A3x8F6P4ff4SRtpGooa8Hv8pPQU9319H69OeZWzNj6LrQdvTVu6jZAvREgrpakJJv/o45KzSxixtsl1t8dpnKNyzsml+AKCbXbI8dTDMbbfJct5l3X3rm7sSGZYs76OspJlt1u2kauku5A+zaytc2O2kX9+dgBrJSbyyag72LNsIzzxbwnNeopg02vosWFkGvZj2sCDODBcTwkKTykKHqCGFWPRj4vLysCK5AGrA+b2u94IbIQMgr1bUZT/A17/tTsrinIccBxAQ0PDUtzMFRMbabr3svzafQ6yAleNO2rEZTkiRF/FK5sFvx+i/WTBe+/BaafByJGyJTlrlhRjtbXEs3GOaX+Yxnw7L+z7ArWRWlJGitpILSFvCN3SeWf6O1w37jq2HrQ1p48+nZyZQ7d0ir1VzJsHc2d7OPufpdTUWdz+QCfpDJx+fCm5jMr+h6V56uEoG2+e56qbEr2rGzu7c9SWRRlUs2zkS6FK3dZzOQA8YRu8nJnFyx/uQl2uhY5Rd7J60XC8HZ8T/flmtFwzXaudgrLGmbQoGvsGq1FQeUZRiCCr3StC3I2Ly8rCiiTAFlUsEUKIDHDk791ZCPEg8CDA+uuvL5bwtq3QCOSO1GL5ha1ayNWOtbhDdl2WEwXh1dYms7z8/vnn9sybB9dfDy+9JK+rqhywfeqpMGIEei7NBamX+ST+Pddtex0b1m1IykhRGa4kFojhCIdJbZM47Z3TqAxXcufOd2I5FrqlE9AixNsDdLRrnHF8GYGg4J5Hu9A8gtNPKKFxjpcDDksx5tEoI9cxuPmeLrxeuRmZrIM/ZLNmQ+UyyfrK09duDAPjgYscG3/3j/x37E5EHYv0ureiRoYSnvkwoVnPYIXq6dz8ZUJlGzDZMdgtUE1S8fCiolAJlPacXFxcFp8VSYA1Ir2bBeqRHTWX3yEBdLP8hI+J9JAMYMVI23f5H0MIWelqb5cVrUBg/opXNgv33gv33SeHbe+/v0y4/+gj2Hdf2H577EyaB40veKD5dQ4eeTCHrX1Yb9BqaVBKi5ZUC6e8cwpduS5ePeBVivxFZM0sfjVEW4eNnlI484RSslmFh8d0UFpuc/E5MX74Lsjue6d46bkIg1c1ufOhrl6DfT4PppJhnYHV+AuKbClhIRfoxJEGeR24FPgXsH/L+zz1yT6o3ijd692GUDRKxp+INzWVVMMBqCOvwOON8BQK54YGkFRUzlQUhiBbjuVLdctdXP6erEgC7GtgqKIog5HdtAOAg5bvJq345JBHs8vYs9uLgRRgA3CNty7LmILwamsDw1i44uU48OKLsurV2gpbbw3HHQdffgnPPy/9X4cdBpkMY50ZnDfnYTao3YCrt7majJEh6otSHpLSIplPcuXHV/LZ3M+4afubGFk5kpSeotRfwaRfOhB6hPNOLaNxjod7Hutk4BCLO28O8993Imy+TZYP3glTWWVz3+NdRGOyQG8YYDh5BtUHKAktvcMngZyI0YZsMwSBp4EbhSAHPDb9QQ7/5mSs8EDi69yKv/1jItPuwvGESW34CJ7anZiBwiWeMK/6YqwuBKcqCgcgD7jcEUMuLn+O5SLAFEV5FtgKKFcUpRG4TAjxiKIoJwPvIm1MjwohJv3Bx90N2G3VVVdd0pu8QmIilWqI5bM6IY/cubvp9i7LFCEgnZYVL9NcuOIF8MUXcNll8OOPcqzQxRdLgXbLLXLEEMjE+1yOmSQ4fO5dFAWLeXC3B7EcC7/HT3W0GkVR0C2dMT+M4YHxD3DA8AM4aORBpI00JYEyWlsFuq5y/YWlTPzOy/V3xFl7lMEzTwZ47okYa62bZ+K3fkJhh3sf76K0zAHAssA0BeWVJnVFdShLqfdYOEDTkfuJ74ALgUnAFo7O4xMuYfDPN2MUr0Nq+EVEJ1+Dv/Mr8pVbwajbsAOVPKf6uMRXRIfi4Ywe8WUh/abVuCujXFz+LMtrFeSBv3L7W8Bbf+FxXwdeX3/99Y/9s4+xsuAg+7MKy+ePmOt57gbkjtjFZamzKOG1YFhWwVD/7rtQUQEXXijN9s8/D6+/Lh+jgOOQUgwOar+XTiPBK/u/QswvK1G10VpURcV2bD6b+xnnfXAeIypHcPU2V5MzcwS0IEZ3CU3xmTx4ax0f/SfIuZfIlPv33/Fy7y3FNAwyaW7yIATc+1gndfUyRcd2IK9DUXmG2pIK/J4lf/jSv90YQFaqLweeA6qF4MHMXA7+/lxCc54nX7k1+aptKP7yaBTHID/yKhhyJDMUlUu9MV72hlnTsXgCGK4opJFtxyrcfD8Xl7/CitSCdPkDtCOPapdH69EdLeSyTHEcKbw6OqTwCgYXFl7d3XDzzfDUU6BpcrTQTjvBxx/DCSfI/1cUCIdl2zEQwB61Lqckn+fLzoncsdMdrFmxJpZt0VDcgEf1IIRgdmI2J711Epqi8dBuD6GpGpZt49VrmNuV4oUnSnnl+TBHnZBin4OyfP2lxg2XlxItcjBNlXRa5b7HO1llqN37q+SyUFZpEAx5KA4UL9GXasF2Ywh4BrgBuUL5RNvgnI4vqZl0JYGWD8jW7Q6OQfEPl2AVDcNZ7y5ysTV4RfVzka+IdkXjNFvnNM2Pg/zs1yD9pm7b0cXlr+F+f66EJJFHtssjbyeD9JDU4B79uixlCsKrvV2a5xdV8TJNeOwxuOMOKbJ23BEOOECueLzwQpgxQwoyRYFdd4WDDwavF2FZ3Ol8xhNzX+fYUcey5xp7kjNzDCweiE+TA3QS+QRnv382Uzqm8MSeT1Afq5feMGcg8S6VF18xeeyeSnb7R5bjT00x5WeFKy8oxbIUSsscmps83Hp/JyPXMYE+y1p5uUDz69REGlCVJdfA699uDAMTkO3GicAmwuHabAvDur4h9tO1+Du/JFu7G77OL9H0Dswhx2APO48ZnjBX+GL8yxNmNVvnUcdipCfQO1mjCne8kIvLksIVYCsZeaAZWflalkegAnkEHUPuhF3fh8tSw3EglZIVL8uSCfXaAnJfCHj7bTlK6JdfYO214YgjZIXr8cfhww/77jNsGJx4ItTWysdWVT7wzuG87+9l84bNuXDzC8kaWQYUDSDgkQIvb+W566u7eOXnVzhj9BlsM3gbUnqKsKgl2RVg7MdZbrmygk23zHPBFQnmzIGrLiqlvdXDoFVMZs3wcs1tXWy8mdG7yZkslJaCN5SlKFBC0Ltklq2YyOkX3ch2o4kchv0MUCkE91oZ9krNxJOeStEPl+Pp/olc6UYE572BCNXhbPggqert+LcW5iJfMa2Kyil6nNM9IZQe8VUJFONWvVxcliR/KwH2dzfhW0jfl59lK4AKoY2lyIR7dyfsslToL7xsW7Yag8GFf2bCBLj6amm0r62FCy6AESOkIHvhBVkVAyguhuOPh002kblgioLtUfmpAg755DpqIjXcu8u95MwcddE6wj4ZomI5Fm9Pe5trPrmGrQZuxRmjzyBjZvA7ZWTiMX76SXDmaQHWHGFw7W1x2tvhlquLmfqTn1VWM5gx1ccFV8bZYWe9d7MzGYhFIVpkYTkqZcGyv/5yIUVXO3J/EAGeBa5Ffl6Pc0zOzjQSMxJoqSkUfX8+Wm4eVqCaYNeXOPV7Yqx2BjOiQ7jKX8LznjBDbYOH9TbW9leQUT34gEG4i2xcXJYGihB/v8zS9ddfX3xTWOn0N0EgxVeOZTtku5BuX4lMt3fFl8sSx7YhmYTOTimwgsGFK16OI4do33QT/PvfshW5336www5SkD3yiGxVqqo87befPPXcV3g8pPwK/411cvaXVzE3NZdX93+VwcWDqYxU9mZ9CSH4se1HdhqzE6qi8vbBbxP0BLENH3a8nnnzFPbeWxArMXnk2S4Mw+GheyL8+4UYg1YxmDXDx0lnJjjq+GxvqGouBz4/1FRD2kgyoGhAr9j7s2SBFmS1Kwz8iGw3fgeMFg7X5dpZ04yDrePr+pbY9+eiWCkUYYO3CLHmuSSqt+ON0AAu9JfQrGicYMQ5x8pBsBpd1ahAVr3cavfKgaIo44UQ6y/v7XBZfP5WFbC/M53Io9plGbZqI8VXDXJH7OKyROkvvISQompRwisehwcflK3FbFaa6/fZR/rDrrlGRk14enZlo0fLrK+KCply6vWiKw5zYhY3dr3Go188SdQXxbRNpnVNY1TNKEoCfYOzOrIdnPjmiXRkO3h1/1eJ+CJkcjYkakgnFQ47DDw+h1sfaMU0NV57Kci/X4hR12Aya4aPQ45OcuRxfeIrn5ebVl0Fup2jKFD0l8RXod2YRLYbc8BFwFNAuRDcZabZJz8P0MCx8Ld9RGzCBSiOiSJMROXW5Fc/ndnhwVwVHcwz3girOCavZWazrhYmHarFoygM7Hl8FxeXpYcrwBaDRC5B2BfGqy2fwIU0cqe7LE33hdFC9cv4eV3+BygIr44OKbxCIXqHIhYotCNfeUWm2Dc1wXrrwSGHQGUljBkjW44FwVZdLX1e660nVY+uY/s8xMnyVriZy767g1ndszh45MGcs8k5fDL7E3YZuguV4creDK6cmeOyDy9j3Nxx3LjdjYysGkkinYHkQBzTwxFHQDIpuO2xOUTCfj750Mcj9xRTUWXRNMfLHvukOeXsdO+vYhh9m4ZiYzt2b7DrH6XQbmxD7rTDyAT7q4GEEBzlGJyXbSImbIQaQjU68TS+TmzSFSjCAS2As8aFJKq25q1wAxeGB9CoaJxgJjk/Mw8lWEW3v4RyoAy36uXisixwBdhi0JZpQ2QEleFKigJFS3Tl0u9hIFuPYZZd+68wWqiBZdvudPmbY1l9FS+QrcZFCa90Gj7/HO68E77/HgYMkEGq668P77wjL2cycmWj1wtHHQW77y4fK5MBj4eUajHDl+bGrtd4dvyLDCwayPP7PM+mAzYlbaTZY409qI3W9oovy7F4euLT3PfNfew/fH8OHHEgiUwaO1mLnwBHHCcXVN7xUCcVlQ6TfvBw27WlRKIO7a0ettkxy/mXJ/H06EHblla0+nq5icl8htpo7Z86iMsgVzcWZr3+hGw3jgfWFw7X51sYYSQRnjACL0quBe8vj1M87V65zygaQX7k1cz1l3J18XCe9Jcy2LF4NdfKRlY3qVAdii/KQNzPu4vLsuRvJcCWpgk/7AvTlmkjkU9QHaleYiuYfgsbKb68LLvIBx25o2/AbUG4LCEsCxIJ6OqSoum3hNeUKXD//TJINRqFY4+F3XaDiRPh5JOlD8zjkY+z/fYy76ukRJrsdR0j4KXd7OYN7y9c8cO9tGbaOG694zhnk3PwqJ7e4dolgZJe8SWE4IvGLzj7/bMZUTmCa7a5hpSeRU+UEdVinHGGnF50590WVYM7aGsq5rpLSxECuhMaG26a4/LrE/h68hlsB3J5qKuV4ft5K0/YFybq/2O1ZANpsE8ho1904DLgcaBECG43k+yXa0ZR/QhvDISJnW0m9sNlRFveQ6DgrHo88cGH84EW5LyiNZmjejnGTHNBvh0/NonwQIq1AOW4sTIuLsuav5UAW5JJ+DeOu5ENajdg68FbA6AqKhNbJzK+eTxHrHMEJYESykJleNSl8xIKZLuhYLJdFuR6zgfiZv24LAEWFF6/1mpMp2WLccwYePZZeb/dd4eDDpJtyKuvhq++kqUkgFVWgZNOgtVXl/fPZHC8HhIek6lWK9d1v85rv7zN6mWr8+BuD7Fu9bpkjAyO4jCoeFBv1ESBxu5Gjnv9OBQUHtz1QRwHujuClHjKuOYaeOstuPxyWHNUF7ObvVx7SSndcRXHURi5js61t8YJh/t+nVxWth2DQXCEg2mb1MfqF3vckAMkkLYDDWkBeBHZbuwSgsMcnfMzjRSDFF6A7eiYqenUfXU83swv4Imgr3cPs4uGc0OomsdCdQx0LF7SO9nESJBTVHKhBuo13zLbv7i4uMzP30qALUk2qN2A/V7cjxf2eYG6aB3j5ozjhDdP4P7/u5+YP0ZKT5HUk1SFq4j6o0t8llsC6flYVqb7LPLNUIc7WsjlL2KaMhS1s1N6tMJhWPDzYdtSXHV2ymrXgw/KVYyjR8Mxx8iq1jPPwKuv9t0nHJb/t802UsgZBpgm2YBGs97Ba2IyV097lJSR4szRZ3LKRqegKiopI0VpsJTyUPlC9oGMkeG0d09jcsdkntjzCarDtcxrtSjVanjkYZUnn5TWsl13t/ixKcG9Nwxg1gwvmgeGrGpyw51dlPR4+PuCViHSM6Iia2apCFf0hrv+HoV2o4088PoZ2W78ChglbJ7JNrOWnUVoIYSiIpDm/kDze9R+dzaKnUXEhtG1wUP8x1/E+ZEh/OIJcrSZ5kIzRcBKkdKChIM11Kse9wvAxWU54n7+foWtB2/NC/u8wH4v7sd+w/bjuUnPcf//3c+mDZsCEPKFsB2b5nQz8Xyc6kj1EpvplkNWv5bVmKEMMuenFvcN4fIXME25YjGRkIIrEvl14RWPw3ffwd13y7bjKqvA2WfLPK/335fp9t3dst0oBOy9t6yIhcO9SsfUoN2TY1qulavjr/JB0yesU7UON+9wM2tWrEnWzIKAhqIGQt6F3U2mbXLbF7fxys+vcPpGp7P1oG2Y3ZyhiIG8+bqHm26ST3vssdDUmeTpByv49qsgXq+gqtbihrs7qarui/HJZKVuLC6W1w3bwKf6FmvcUKHdmEa2G03k7MbHgJgQ3GIkODDfiqIFER65ZzABQ09QM/k6grOeRgHMAfvyy7ALuDFYzaPBauqFxUv5DjaxdQwrRc5XTFWgkugy9LG6uLgsGvf79jfYevDWnLj+iVz18VWcvtHpveKrgKZqRP1RdEtnVmIWpcFSSoOlaOqfd1OYQBPSf7UsdpFp5JF2zTJ6Ppe/IYYhRVc8/vsVr3gc5s6VPq+PPpLR8GeeCdttBz/9BKedBtOn02uoWnttOctxwAB53TRx9DzdAYU2vYsX9W+5YdbTmI7FpVteyjHrHgNAUk9S5C+iIlyxSJuAIxzemf4OV350JVsO3JIzRp/BnJYUQbOO8eMDnHcebLmlnGbUnXR47l8WH7xeic8nKCqxueHOTgYO7Ce+MhCNyF8HpK8sb+YZVDLoNxft2MixYp3InXEEeBW4EmgXgkPtPBdkGylWVOhpNxZmMobjE6n99jS01FQECslhl/D+4IM4N9zATE+QI4wkF1sZgsImY6UJ+sup8ZfhXcLVehcXlz+HK8B+g7G/jOW+b+7jpPVP4smJT7LJgE0WEmEAfo8fn+YjkU+Q1JNUhiuJ+CJ/uC3pIE33Cku/DVgYLVSEDFl1xZfLH8Yw+ipemvbbFa+uLrkC8umn4V//ki3Egw6SYanJJNxwgxRkBeFVWiqF10YbyccUAnI5copFiy/HtEwTV3S8yGft37LJgE24afubGFQ8iJyZw3ZsaiO1xAKLbuA7wmFa5zROfPNEKsOV3L3L3bR05iFXRtOcGCeeCCNHyk1Kp+G/H+UZ82AFXp8gFHa49rZOVlvdmS/rKxCU0WOF27JmlrJQ2UJ+swKFz18bUoRFgKnITK/PgbUdmydy81jXziO0UO8D5wHbcaid+QjBn65DcQyE4qdxvdu5ZsBePBSopM4x+Feulc2Eje5Y5O0s5cFaYr6YG6Ts4rIC8bcSYEtyFeTYX8bO5wHbatBWvR6wRYkwRVEI+8JYjkVTqomIN0JlpHKxvR8gTbc6S7/1WBgtVAaU46bbu/xBDEMKqkRCGuN/TXglk1Kg6Tq8+SY8+qhsK267rZzbGI3Ciy/K8UGWJUWZosj/+8c/+sSYZWHls3T4bDqtFM90fcqtc1/Aq3m5afubOHDEgQgEKT1FyBuiqqhqoc+daZvkrTxJPUlKT3HsG8fSnm3nlf1fwcwFySR8kCrn8MOlgf6OO+RmT5kiuP6aAF6vwOeDy2/sZO117d61BLoutWd1Vd/6AsuxUBW1N11/QXSk8CoMuLaBq4BHgIgQ3KB3cojegeoJIzw945GQ4iuWb6P829NR2z5CKBqON8aHGz3C8bX/x3RPgMNybVzi6IQUjbRjEHQMasIN+DxuwISLy4qGO4roV+i/CnJqx1Qi/gjj5oxjQusETtrgpN+9f87MYTkWFeEKigPFv5sdlkRWv6IsXUHUf7TQor8eXFx+BV3vq2R5PDK5/reEl23L1Yt33w1z5sDw4XI249Ch8PHH8NBDMozV75ePvfXWMtOrokI+lhCIXI6kyNPmNZiWnctFzU/zffcUth+yPddtex010Rp0S0e3darCVRQHilEUBSEEuq2TM3N057vRbR1FUejKdnHnl3fy7KRnuXqbq9lzyCE0zrMoZiB77+VB1+HJJ+WCza4uOOJIh0xGQVPhips62Ho7s3cxpmnKX7Gurm+BJkAyv+hxQ4V2YwdylbEfeA3ZbmwBDrKyXJRtolTxgCb9pALpCdWA6uZ38H93DsJMAgLTX83Vm7/INeUbUePo3JqewxaeIIaiYdo5yoCiUD2K5k5y/F/AHUW08vG3qoAtSc7d9NyFbtu0YdNFVr8WRdAbRAhBR7aDRC5BdbR6kUZgkEe2zSz9sFUbedRdg2w9urgsFrouVysmk1JpRBeRZ2VZfR4vx4FffpHC65tvoKoKLroINttM+rvOPhsmTZICDmRa6YknSgN+Adsmn03S4jNI2Tkea/2Au5tfJeYv4t7/u5fdV9sdgLSexqt5GVQ8CK/qJWflSBtpknoS27FRFRWv5uWbed8w5ocxvDfjPWxhAxDTypkzL0+lbyCHHughkZDe/3BYiqtTToF0SkFR4NzLu9hi6z7xZduyEFgIWi2QNbMLjRsqtBtbey5HgRnIduOnwEjH4pHcPNazjd6KF8j9ggWUWRmKf7gMZfaziEAlCIfu2BrsstWbfB4ZxCHZZi7T2wj7ysgoKn47S73iwR+qA9Vd0+zisqLiCrCliKIoRHwRTNtkTmIORYEiykPl86VhW8jKl5+lG4RoIY+k63BHC7ksJvm8FF6plFQZsUV4qixLthUTCenT6uqSla133pGVraOPhj32kPkMd9whb/f5ZOXM55NLDHfaab4ZkHYuQ6eVoisIk1O/cEHj40zJzOYfa/6DK7a6gtJgKaZtkrNyxHwxQt4QHZkOsmYWgcCjegh4ArRn2nlu0nM8+8OzzE3OpSxYxvHrHc/ew/Zmcst0BigbURWq4eRjA0ybJtcFVFbKTTn5ZGhqEqDAmRfE2WFnvVcv2o4csF1XJ3/F3u12bIQQVIQrem/TkcIrh2w35oHrgAeBkBBcp3dymNGFqoUQPW1Cu+fng0Bd1zd4vzkVkZ2DVbwunsR3/FyxBaO3fJ2QFuC5+A9sJcDwl5MBSs0UxZ4IarAa/sJiIBcXl6WPK8CWAV7Ni1fzkjEzpOIpKiOVFPmLQFF6j4qXZvCp0XMagDtqxGUxyOdlazCTWXzhlc/Dc89JP1cuBzvvDIceKstJr70mzff5vBRdliXT7Q89dL5qmrAsUpk4bX6DrM/h7rmv8HDr21RHqnlyzyfZdsi2CCHoynaRt/MEPUFSRoq0kcbn8RH2hREIPp79MWMmjuG9me9hORabDtiUCze/kB1X2RGf5iedBtNbT1GgiEvPi/H553DTTbIzGgjIYt0PPwAoHHNKO7vtZfYGrQohg1arqmTQan+yZpaaSA0e1YMNdPWcvEhf51vIJPtmYH8zw8W5eZSrPuiJlSi0G1Wg2jEJ/3wbytS7EIFK8pVbEWwbyxsN+/GPjZ9ibzPJVYkfiPiKSPtK8AD1VoqArxQCFQu3hl1cXFY4XAG2GET9Ubrz3QS9wb80kDvkDeEIh9Z0K4lcAk+0mownsFQrUjryiNodLbTyI5BCWkV+cJf4V2wu1ye8fL5fbzUWhFfh+nvvwRNPQHMzjBoFxx0HgwZJ/9cDD8iU+1BIqpc11pCrG4cMme9h9WyKVjNONuThu+R0zp/7KHPyrRy21mGct+l5+DQfzclmOrIdhLwhKiOVBL3B3oiJtkwbz096nmd+eIY53XMoDZZy7KhjOWjkQQwpGVJYRMmMVoOsnqckEuX+Gyt580047zzYYAO5iXfdBR98ILdp/yPb2f8gs1d/CiFfmrKyhV+anJkj5A0R8UdJIk32IIXXTOAS4CNgmGPxQG4eGzgm9Gs3Fg6SSoDi1HS08adCYgJm9Q7kHItY23+5Y/XTuGGd63k8PYvt8y0Y/nLSvmJKhE2JlUENVIG/5M/97V1cXJY5rgBbDGqiNRQFimhJtaDbOiFv6E8P5FYVlag/Stw2mBWfRV2whOBSGmmUQ35JN+COFlpZKYiuNHI6gt1zm4r8mwZ6Tj7kh/lPCbNcTqbQ53JSeC2q4mWa0gNWqHjZthyU/eij8OOPMqfryiulkmlshEsuga+/7isThcNw+umw+ebzVWdsyyCe6aDDY5IPKtw0+2me6fgvg4oG8eROT7JG+Rp05DowLAOAgcUDe+MlHOHw0ayPePqHp3lvhqx2bTJgE87f9Hx2WnWn3mDkXA7a2m0S2SzRoI+hVQ08cn+Ixx+Xnv+dd5ab98or0oAP8I/9MxxwRJKSkr4yVyFotWQBjeMIRy64KRrAXEUhj6w0G8ANwANC4Aeu1js4wkigaSHQ5Oe90G4MAPVCEPjlCZh0FUINkBx2EUbrf6jo/IJz17mB2YOP4sPET5RYaTKBavBGqHNMgk4egnXgc80FLi4rE64AW0xC3hCDSgbRne+mPdOOqqq/aqr/PQygS/NRoXrJ6CkyeorycCWRJTjSqLByqh73j7wyoiMXTCSQ4bwa8/sEBfLLO40cWVW4bbGFWaEk1NEh/Vl+/6IrXgXhFY/L67YtDfbPPAP//a+8z0knwS67yBbjgw/Cv/8tjVQej6yQHXww7Ltvn+keGVSazsRpM+I4sSjj4j9y4ZzH6LS6OWTEwRy+zhH4PX4sx0JBoShQRGW4Eq/mXWS165h1j+GgtQ5ilZJV+l5DHTo6HTqTWQI+jSHlNYQ8UR59VOG66+QmH3KIrHx98QVcf7283867OOx/bCO1lZG+XK/s/EGr/ek2MnjClczTfPiRVa93gUuRocr7WBkuzbVQofnnq3rlev5mVUAk14Ly3VnQ9iFW+abMG3IUypTbqUn+xMkbPcJGFVtydmYmtpOnO1RLkRai1M6jYUOoATzBhTfMxcVlheZv9d28JHPAFoWqqJQES4j4InRmO+nWu3tDWBcXB2nK9QAeRcHTM9KoNTWPbj1ERbjqL480yiC/fGtZusZ+lyWLgfzbxZGiS6VPSC2IQp+w6s/vCjMhCORy+Nrb8eTzePx+lF+rePX3eDkOtLVJP9fLL0thtddecOCBUsG8+y48/rgUa8GgFHebbipN9tXV8/+elk5rqoVuj0U8aHHVtDt4v3s8qxYP4drNb2KtqrXQVA3DNjBsg/JQOVFflHFzx/H0xKd5d8a7WI7FxvUbL1TtKmx6PC5ojefwaA4DysqJ+Yr54H2Vm26CyZPlz62/vowwmzkTzjpL/oqbbw4nnZkgUqni0aT6yuXAH5g/aLXwunZaOl2an7pAMSFgFlJ4/RdYwzF5JTuP0cKBfjlcJlJgFyFbjp6mN+H7cxFOnu5hFzChdEMGf38WpbkWbth4DKfE1qDE6EAXJnawjlotSMjKgqJCaCD8gf2Pi4vLioObA/YXyJk5WtOtvW3J3xtBJJg/gHFBdCuPYRuUBsspDpb8qZFG7mihlQsDWQnpos/f5WfJHxkJIbBzOcyuLmxdB58P4fNJYSaEFGaAzzTxJBJ4urtRCq3GRELmdo0ZI1uVm2wiVzfW1cHEiXL54MyZUs2k09DQIH1eo0bNtw22Y9OWaaMp10Y24ufd+DfcPe9lcsLgmHWO4fBRR+BVvQghyJpZfJoPRVF49edXeeaHZ5jdPZuSQAn7Dd+Pg0YexKql8x9oWZbUfy0dOWxMqotKKfaX8vk4DzfeKEdPDh4sN9005fSjdBoOOEBqzXXWgRtusvGUzyQWCqIqKrouRVdtrSzoFcghRwV1GSmGFg9C9QS4B7hXCLzAOXo7RxlJPP2EV2GEkA+oAIJmEiZeAnNfxCpei7nDL+Xfmp8Dvzwaj7D5fIMH2DAyGNvRySMIBWsoU/14rDRoQQjWwFKwLrisnLg5YCsfrgD7iwghE7jbMm0IBCFv6FfbiAlkCONvJd0LIcgaGTRVozJSTWiBMMdfvR9SfBUjQ1bdNVArLibyiziOrIQsLdEF9LUaOztlT87vny+4qlAxMy0LO52GZBKhKKi2jS8eJzppErFHHsHz88+IVVeFY49FWXttaG2Fhx+GTz6RFS9dl+eHHgq77tqrVhzhoAuTtnwXvyRno3tUUj7BrXOe5/P0T6xVPpxLt7qcwaXSlG86Jlkjy/Su6fx7yr/nq3YdstYh7LTqTguN93EcKbxaOwwMW6csFqEsWM6E8X5uuEG2F+vqZDFuiy2kzS0QkC/LAQfINQKrrAL33AOVDd2kRSthbwTTlKKuf9aX1fN36wYsPU1FsJRvw+VcCswB9jLTXJZvpUr1ywpVD4VMr3IgBqgdX8D40xD5ZlKr/ZMvBh3Gv3LN3PrZgeR8xaRG3U00PADDzuMoCqXBGiKKF6w0+GIQqJrv8V1cXAG28uEePv1FFEUhFogR9oXpynXRmevEp/kW+pLIIcXX77nGFEUh7I9gORbNyUZCvghl4YrfbHMWRguVI8cLueJrxcNCiq4EfYsj/CzFTDYhpHGps1MmhgYCskK1AIpp4kkm8aRSPRsqA1XV1laiTz5JeOxYrNJSWs4/n+4dd0TTdcrHjKHouefkcwQC0vu1444oRxwBxcVYwiZv50haGeJWmo5cJ7qZI1xUwTvxL7lr5ksIReGcjc5k35EH9FZ65yXn8da0t3hz+pvM6Z5DcaCYo9Y9ioNHHrxQtavwK6bT0NpukTWyFEUCNIQbmDopyLk3wdixsm14wQWwzTZSHxbC+y1LWteammSH9PbbYeBAQVx0EtCC2DboBtT3pNwXPmPt9Ahm26TdE+C6UBkfAEMdkxezzWyKkNWpHgom+zAyg89r6zD5JsT0+3HCA2nc9AXuK1uPxvZxPPrFEaTDQ1BH3UE4UEHGyRFUPZQFa/CigpUCfzn4y9yYCReXvwGuAFtCaKpGRbiCmD9GW6aNpJ4k5A3hUT2YyFEjARa/LehRPXj8UfJmjjnxXygPVxILFC20+rIwWqgK6SdxWXEoiK7unnMF2X5aqmvVClkJnZ2yz/YrwqvXXL+A8FIyGSIvv0zkxRdBUUgdeijpAw9EBAJUfvABsQceQOvowI7F0JJJcquvTuupp5JZbQiWmcUwOlEcHc12sOw82Uwcj9dHZ9TPeTPu5PvMDDaqWo+Lt7qU2qJ6HOHw+dzPeWnyS3wy5xMsx2J03WjO3eRcdh668yKHWReKeq1tDql8lnBIY0hRHXNnRDjlFoW334biYjjjDJnxGgpJ8VXQLLbdl/VVVAT33itbk1owg5U28aoBsj1Bq4FAT7sR2SIOISuYD3hDPBMqRwMuzbdxtJnC1094CeTf3IP0YoYAkj/DN6dA8icygw7mi+EXcU6ons1nPsbT408jU7Ie9rq3oHujWHaGcjVAJFjd0wpOy5ajz51h4eLyd8EVYEsYv8dPfayetJGmLdNG1syT9IVRFOVPvdgBbxBHOHRm20nm41REagh65Y6+MFqoFtnWcFn+FCoeCeTfZpmILpB9uExGJtGbplQc/kUs5iiY69Npeb0wQsi2CY0dS/Sxx9DicbLbbUfy2GNxKivxTplC0V134Zs0Cbtg2Pd4aD3vbFq3Gk1K5LGzzQhFQfH4MFDpzLZjOga+sgreavuAZ6a9SkALcNGmF7HbsL1I5uM88f0TvPzzyzQmGyn2F3PkOkdyyFqHLLLaVUAu3BTEMzkCfkFDeQWdTUWcf4nKq69KrXnSSbILGov1VbwKWbEdHXDffTLry++XMWVDhkBRkaAp04FPC5DJyKqYJygXzKSgd3XjOM3PDf4oTZqP3c0Ul+c7qFF981W9dKRIK0VaAlThwIyHED9dj/DGaBr9OPfW7MKt/lJumHABp0++iXzl1qTWuoac5idgpan0RPAFKkFY4BgQbpjPyO/i4rLy4wqwpYCiKET9UcK+MNPzCeLZDiKKBt4/t1RcVVTCPSONmrpnE/UXURSuwFQ91PPbnjKXpY+N9Ph0I6uRhckGS0J0OcBk4GNgLHKG4GDkIosaoMpxqNZ1qhIJagyDSo8H76KEl2HMX/Gy7d7Lvp9+oui++/DOmIExfDhdV1+NOWwYalcXxTfcQPCddxDBII7Ph5rN0rLP7szc//9wQkEUJ49f9aKqKpawiefjpPPdhLUAsz0ZbvvpTmZk57Bx7WYctfkFzEvP4cz/XMBXs8ZiORYjqtfhnxufze6r70bYE/jVHVJhDnhndw7Na1FXWka6o5hrbvDw/POyTXjkkXJhZknJ/K3GbBamTYOXXpJtSUNGinHUUVJ8lZWB7uQxbB1hRCkrBzsqPV0q8vPVrGjc7I/xoTdIg5nlmew8tla13qHZMP8IoWqkaCPbBN+eDh2fkavega9G3cpZkSFMVD289fmhbD/7WXL1e9M17DwMVMqsNFFvEYq/HJy8fODwwPmex8XF5e+BK8CWImlFxQmWspovQjzbQUZP4fME/nSafmGkUbeZoT2eZq1wJWF/zPWDLAcc5JdtElkhEciRM0tioHobUnB9BHyCbH+BrHS2INtZc4WgFTBVVVa7egJPFSEocxyqHYcq26baNKnOZuW5plHl91PT2UmJZeFpa6PowQcJfPYZVlUVXZdcQn7rrcE0iTz7LJGnn0bJ57GjUTypFF3rrcWMYw/CbmjAr3h6F5sIIUiZGTrzXWi2hS9cxJiWN3ih6S2KfFHOGH0+SSfLZW+fwLzkXCK+KDuusRd7r3UYq9esi60odCI9koW4DH/PSTEhlYBEXMdRdCpKirC6y7j9Wh9PPy1fl/33lzFj5eV9ua+6LvXm11/LgNXvvut7fQcOhNmzoaZGVrpUFeLZTvScj0gJpIplBSuEbCM/6ovwsC+CguD4rp85xbEoC/UFghVGCClI4dX7Hpj7CmLChSAsWte5mbuHHM3N/hhlZorpH/4fA9vGkl7leDpWORYvUGtn8PtKwVcCTg4UD7gDtV1c/ra4qyCXEjoyEyhEXxZXzszSnm7BtE2CvvCfStPXkV/+1cLBMjL4NT/V0epFemVcliwOstKV7DkVRJefvya6csDXSMH1EbLiBXJBxRb9TiVC8IHjsF0mg7+rC8e2iYdCNHu9tKoqLZpGi6bRqqo098wZbfF46PQu/AXuM01qGxupbWmh0uulvKKCatOk7scfWGXMGAZ9P4HyXIaSpmZyNZXMPf5w0httsJDY1x2DTiOBoWcJqn4mK63cNv0RGvMtrF+xHr5glK8bx2E6JiOq12Xbof/HFkO2p7ZoAL5F5N2JntdZtyGRhM6EieXkiIVDBPIVvHx/kOcelZ3U3feEAw+AmmpZ8bJtWe3q6JCVrtdekyZ7kJu99dZw/PGy4vXll7DPPrJlqds6P7X+gqc4RqASgoo8Mv1c83OjP8Yczct2uQ7+2fUzAz1BaqI1vdtbGCFUjPRgagBGAiZcCE3/Jl+6PuPXu5vTStdhvOZn3+6pPP7pvgS7fyQx7HwSA/amWDgU2VlUfzl4i+RKR08E3IHaLn8AdxXkysffSoD1C2I9dtq0acttO2xgNn1H8/1xhENKT9KZaUdRFAKe4GKn3+eRX/Q1/R5Xt3R0S6c0VEpZsOxPZYet1BTev792/hd/RghBHlnl6kaKA4/jEAAUx+m7f+Fy4f6F64v4GeE4TPF4+Mjv56NAgC99PvKqilcINtB1tsrl2DKbZZhhoPa/f38CAZk2vyCGIT1emYy8bpoY6TRtgQDNoRDdP/5I19SpzCsrY84GG9A4fDjzwmFafT6yixBqsWyGMtuiUs9Toeeo0PNU5nOU5jMEM534U61UpjOIgJfHm//N6y3/IewJ4fcE6Mx3EvHH2G7o/7HD6rtTGamhOFhKUbDkVw8+HAfSKeiM2+StLJGgl6BTxYuPhBjzoEIuA1vuCrsdAdUN4POCYkAuAZ1zYexb8P7bUoiBTMPYc0+ZjlFcLK+XlsrRQ5om/54/JVpoFRkG1wcJqdCiqNzqL+I/3iADrBznd89gtJklZ+k0FDXg1by9mV5+ZKZX7+FP28eIb88AvYOONc7k3jXP5Xp/CQHhcGfbxxz45dFouXm0r3UNRtU2lAubgJ2TsRKeiFzp6CuBQKVb2Xb5Q7gCbOXjbyXACizPCpgA5iHF0m85vizHIp7tJJGLyzT930m/zyGPymtYRPp5T3ClgkJVpIqIL7LERhr9ZQphnrYtDTmmKftDCwqUBc+FWFgULUrU/Nbz/snXQAB5RSGlKHQrCo6q4ukJK1Vg/sctXF7wuRb4mQ5V5ZNgkI8CAT4OBGjtEU9DTZMtdJ0t83k2Noy+mJJFPcdvUei5pdPy501TerxUFXw+/F98QdH99+OZO5f8euvRcfwxJAbVkIu3Ufv0v6h54wO6y0ppbGigrbiEKdttw9SdtqOltIz2QIA2f5B2f5AOfwBbXUA8TXsL5dUjEdk25GGHQ2Xdhqw7/ABGD9mOYtukQtgMCpb2LiBZ6DUXhTUEgqyeJRBUCFHBW2OiPHmvSnccNt8e9jkKGobIXzGfh3QGfv4R/vsafPdp31vFH4TdD4J/HACxIIQ8UF4MRWHQejY/q8As3aQxOZM16iMoXoUxvggP+SII4JjUHA7NtuNXNTJ6Rq5yDsR6RwiVI31+CoCdg0nXwcxHMCOr8t3693By1ZZ8rfnZQY9zd/M7DBl/Goqdo3Xd2/CXjqJY2KhODgI1oAXAykgh5g7UdvkTuAJs5cMVYEuYLqRnZ3EN2HkrT0e6lbyZI+gLL7KCVRgtVM1vjxayHZusmSXkDVEVqfpDI5L+EgWRZVny3DDkt6NhyJPjzC9UNG1h4bIoIbM4/7ekfgVkezetKHSrKhbg6Rmi/GfiLnXga5+Pj30+PvL7+bGnulTsOFJwGQab6zp1iyMmf/OJ9L6K14LCy+/HM3MmRffei//bbzEG1NN4zKHMW29NhG1R++5HNDz9Mp5UCrOkGF9Xguwqg5l70lFkhq+x0FMZjkmb2U2bCllflGlened/uIn2+M8AqN4w4bUPw1nveDLVay90f78QlAubSsemQjhUCJsKx6ZYt/HFHQLpNJWqSalawn9eLOXxO1U622HDLWC/o2DgUPkrptOQScM3n8IHr8LcmfLXdRyIFsE+R8D2e4HHL73r0R5TvlB6qtI9u7yUDenuDmIlcaYUlXCDv4hZmpetch2ck5pNbU9jWbd0VEWjOlaHrihEke3h3gOhxI+I8aegpKYSH3IU9659DVcHKvEjuDo1k4Na3qf4+/NxtAAd691FUXQoQWHK1Y3BWun1cvIQqHUHarv8aVwBtvLhCrDFoCXdgk/zEfKG8Gv+X60uZYC59DsqXkyEEKT1FB09afrBfmn66Z7Hq2DxhUDeymPaJuWhckp+o93zh+gvsgqVrHxeniyrr2KlKPLbUFVlv6e/2FrBEEj/TkF0FYZeB4T4w6JLANM1TbYV/X4+93rJ9VTONihUuXSdEZa1ZOZzFoRXNitfX8OYT3ip8TjhRx8m8va72KEgsw7ei5ZdtkHz+imdOIWG+x8nOGsORlkJ3q4EdjRC0xEH0rnjNgu1Nm1h022l6bZSeA3Bz7lZPNHxNj+lZZu/3F/KIescw9bDdsffU+FKWnk6VC9OuIqUP0K7otGmarQrKu2KRruq0aao6It4bypxEI0QTcPQUhgYhOI8RFJAC0x+Az57FrLdcvWjaUJFNex7JGy1C2geKbiKi2XUxILzG23AssHI2rRGZ/NIaTXv+0LUWXnO657B5la+906FBQblsQGEPX4q6VfZFjZMuxcx+RZsfxk/jrqdEwfsyRean22tDLd2T6KhZSxFP1yKGawhs949xII1aI4htyJYI1UhFgTr3YHaLn8JV4CtfLgCbDGY2jEVRVEQCFRFJeaPEfFF8Gv+3oqVgTTdB/jzS0ttxyaRixPPdeLRvFieAEXIVscflTBCCDJGBo/qoSpSRXhxRhoJ0VfFsiz5JV+oZpnm/D+rqvKLunBaQUXWotCBjKKQ6Ce6/EL8YWHUpSh84vf3Vrmae4TLEMtiy54q18aGQeSvfsYcp28gtm1L4ZXLyddc12VJSFVxfF4MPUvoXy9Q8dyLKIZJ867b0XzQ3qhFJfhaWql76ClKxn2JGY2gWhaqbtC+6440H7ofdnT+QBMhBFk7T5eVoDuf5NOur3kjMY5mowOAIk+Uk9f+J5uP3FOasZAex6yRJewLUxquwLOIWYWGLsdLdqdN0l6DfCjCFxPKeWucly4fFI+Eqg3AqIC4D7r9PTqlPxbQAr4OGBCAocVQakC1Ag0+qFOhwoGIWPizo+uQM+H12iwPBPzYisJRqTkcnusgsIAgjOsZoqFSVg2WyBFChf/IzEGMPxWl62tStbvywPp3cml4IB7gqlwbB6anEpj3NtGfbsQoGoY96nZCvpKeaAlFii/Hln/DUL07UNvlL+MKsJUPN4ZiMSkIGGmiTxHPxVFQCHlDRPwx2r1BPJr3L72gmqpRFi4n5I8yJ9NGQE9S7A2h/ImBu4qiEPHL7LC53XOJBWJUhCrwqp6+KpZty2+jQrvQNOf3ThVElsez6FDPlQgDKbriPaJLhd4B1H/kMcZ7vXzk9/Ox389EjwehKBQ5DpsZBlum02xhGAyw7d9+oIKYKpz6Xy8MILTtPsFl2wsLXMOAdBpLEeg+hbSVJvDeWAY/9gKBtg7io9dj3jGHodfX4snlqH78GSpfegMBmCXFeOMJUmsPZ+4JR5IfPHChTTQdkw4jwbepyfy34zM+7f4eCxsVFY+icdCgvdl//WPRiorl+wQwLB3LsSgPVxLxRxeqFFsmdCch0W1jkyUU9DHj4wE8ekuAGVNgyOpw9BGwehE4P4P1A4z/FN57HeamQBsESj1Y5VCyDgzYFJTB0OWFT/2QXoSCDjhQ6UC5DWWmPJWG4OWwQ4sWYtNcJ+el5jAAMd9sRRtI2SZBzcuIQFHf+0QImPMC4odLEKhMWe9ujl7laD7zBNjKznNLZi4DsvMIzH6G6IwH0cs3RVv7BvyeoPSJqR65utHW3YHaLi7/47if/D+Iqqi9RmIhBLptMCnTQloIijU/0UARQW8In+b7U0Z4BzA9ftYpGoDPyNCabkW38oS8ocVvJRa+uC0Lr23jNSxy7b/wiz6ZCk+MIl8UFaXPj1VoF67kImtBTCCrKMQVBV1R5Ay/PyC6BDBT0/jY7+cjn4/PfD4yqoomBOuZJmel02xpGKxtGGgLCqnCqSCmTLPv79J/oYGq9jnHFaWvhVt47xSqiz33FbqOkUmiC5OkaqILk+jEGaz68DNEJ08jO3gg0647idS6I8FxKP3gI2ofHYOvK45eWYG/rR3L62HmRWeS2Gz0QsLOEQ5z8y281j6WDzo/p1FvJaj6KfYV0WF0MTw2lNPWPpX6wevIPh/yc5Azs/g8fmqjNXgXqObYNqSS0BV3MEUWv09l1tf1PHZriMkTFQYMhpMvgTVHyZZivAM+fhvGvgnpJESLwZ8HvRnW3gD23QaGrQ2kITYPolH59s0BHRq0qdDec96mQiuCDk0wOQjtYfleQCgcnJjJWUZivgpZIdNLFYIiK88asfq+qpjeifP9eajNb5Mr35jHNnyAc4uGowI363EOzjah6e0Ep95DpPElzNpd8Q+/WOZ42VlQfdJkb+XdgdouLi6uAPsrKIqC7vFj46cCubKxK9uBEAJN1Yj6Y4R8Efwe/2KJJwu58+8dLeQLM6hkEIl8gvZMOx7V07eKrP+Xe8H4XmgZWtb8D6xpBDUPTjBCm5MngUN1sJzg39Bz8muiK7qYbcCEovBpP/N8o0d+RAaZJnunUmyVSrFxKkVswUpVgcLcm8Ll/qKqIHT7DyUsiLJC+9c0+6pgjoONgylsDMckJ3SywsD2qKiqRrg9wapPPE/p2E8xS4qYffoJdG6/FWgaoSnTqL/vMSI/T8MoK8XxefEmEjQfvC8t++6BCMwvtoUQfNk9kRda3+GzxPeYwmKNwEC2KtuIz+PfkbWynDL0KHYesS9qaVmvT8y0TXQrT0mojFigeL73eSFSIh4X6HYOn9+hdUI1j98WZcJXClW1cOSZsPZoGaA6exq8/6o01wsBlTWg52UQ6+itpMdr8Ory5Ssqkhle/e1qQWCAJWgQJpZhYuZy+NUMxVGdQMBB5C0ModCsePnQga2MBIrWtws0et4/xYBm5igNlPR93lr+g/PdWShmN7+MuJQjhp3Px54gW9g6t+hdNORbEfl2Qj9dR7htLPbgI/AOPVlurJ0BNQSBclkFcwdqu7i44Aqwv0RhSG8hOsCjevD45EvqCIekniSR6wJFIeyLEPXH8HsCi/TFmMjoinpkkrZ8EAfVsigVAaKeCjri8+jOzCXgqPgcBXm83u8LXtNkCeFXKlkqENW8GLbJ7HQTJb4iygIli9yelQkLKboSikJOUVBYhOgqVKgKoqenWmXaNt97PHwYDvNRJMKEUAhHUYhaFpslk/yzu5stkkkG5XvGwhSqU4Vzn6+3BTcf/T1bhdaiafZVw3oEFtAr2oSqYmBhKYIcBjnFwBAWCiA08Coe/EoYT16n6oVXqXrpNRDQcsBetOy3F04oiLezi9rHnqHsg4+wwmHMohi+zi7im21E0zGHYVRXzreZ3VaK19rG8lLb+8zNtxBWg+xcvDHrxNbkha7/8mHnl2xQvDanrnUSFQPWlJOte4RD1siiqRo1sXoC/eIlCpES8TjkjBwer0X79HKevr2Erz5WKa2AA46HjbaWb9XvxsG7L8OcmRAMQ91AaJ4LHa2w5U5yVWN1vXx7FxX1ZXghBIpjoggTxc4jzBR6Lo1uOXh8FoGwDV6HDuFgZXsOSoQCimA71YO/J/qlMEoqgFzsojkWpqJSFiwBK4vz45Wos57CjK3JmM1f5tSKTQC4UU9wiJVCy7Vi6W2UTryEQPxbxBpnoQ08qEdUp8EbBW+JFF/uQG0XF5ceXBP+YjC1YyoR//wGZQu54tHL76tYIQSGLf0xAH5PgJi/iIA3iA8Nw7YxLYt60yRYML33z8oq+LI0jZwwaTXj6I5FyBP4S8GrWSuHQFAVqCC6ImWHLQa245ATgoQQZAEcB59t4+ufOda/QtiPWYEAH8VifFxUxLhYjJTHgyoE62Yy0seVybBuNvvbf9f+Yq5Qjey/QrT/c/ZfHdqv7WsKG0tY5B2DjJ1Hd/SeHxd4VA2v4kFT+v6+imlSPPZT6h5/Fl9XnM6tNqXxyIMxqipQDIPql9+k5rmXUCwLs6wMf2sbuYZ6Gk88SrYkezdH8H3qZ15qfZ8Puj7HFBarhwbxfyWbsXFkOK+lv+S5eW8Q1AKcsMphbL36Liil5b1Ge9uxyJt5ooEiioOlve/BwsDrri7I5g1UT56OWSU8c2c5n76vES2G7faALXYG24SP3uprM1bVSfE1e7osEu6wB+x1KJRUyOvFRYJw0AJ0hJnGsZI4VhrD0dFNnYwhMB0IhjQiUVUGtCoKHtWDpmqLrEAXokdADs4ujBBK6mkGRGsJp3/GGX8qSmYWTauewJHrXMsHvmI2s3VuNRIMcPKQa8HMtVD93dl4MrNQRl4JNTv2CPAMeErAGwFhQGiAO1DbZanhmvBXPlbu0sdS5MZxN7JB7QZsPXjr3tvGzRnHhNYJnLDBSbQid9aL8wIqjoPfVvA7GlgWZrKTjtxsHN3AUTTC3ghDVT8B1Se/bTw96+gXUVkJEmSgiJI0UrTlO1AchaAW+FPiKeQJYjs2zdk24kY31aEK/Mtr6O+CgqZQQSqIGcvCtixyQMJxyKgqCuATQg4jLxxIFF6zQsvP6yUZDDIuEuGjSISPIxFm91QI6w2D3bu72TKdZtN0muIFU+v7V8sKwqpwvqA47v+chUpkv7+JreewUwnsdDdmKo6VTqCmM3iyOYKZHEXZPN5sHi2TRctmUTNZtEwONZvFk8nK23umSKdXW4XpF59FavgaCCEo+fxrBj74BIHmVnI11QTa2tDSaWaeeBTNu+2I09NGTVlp3mn7kNdb32dWrpGgGmCrso3ZsWJLhnhqmK7P5ezG+5idmcNm5aM5avixFFcPJheNInpe77yZkyGksVoC3lDvDEQjD11xyOUtHDVLd2uEl+5alU/e9BCMwE4Hw5Z7QEcTPHUffPeJfF1WHQmmAbMmQyAEexwOO+xvE4npeLUs3lAar5YklUvQlc7hACgqAhXb9mI7HrxakOJSjXBYxdPveKTw6jtIsdUfB9lyjAFF9H2Os2aOIm+AwIz7EFPvwA5U8/IWr3FM3S44wPVGgkOtLKqjY+daEJlZ1H0rW5PKendC2UYgHOn58peCGpDPFh7kDtR2cXGZj79VBWxJjiIa+8tY9ntxP17Y5wXqonVSeL15Avf/3/2s0bApCfq1CqGv6lKohhRCSPt/WcuN7P2SzmsaDoIyM4cqHFQUor4IUW+EQL+Ii1/Dciy69ATxfAKf5sP/F5ay67aBYRuUBkoo9Rcv+rkLWV8LptT/2u39/3/BVX+FalHh9SrcXvBM9dzfURRyHg/dXi9pTUOoKj5F4be+yixgQjDIx9EoH0YifBcKYSsKYdtm00yGLVMptkgmGZzLoSzov+q/XYXtMQzUbBYlm0XN5frOMxnUnpOSyaCm0yg9l5VMGqXnupbJoi4Y47EI7EAAKxzC7jmJUBBCQQjJy96OToKffkH83FPJb7oRntlzKXr4KfwTJmGVlqDqOko2R3b7rUgduh9OUQwhBN9kpvJUx395I/4lujAZERzEzsUbsHPxBkSFl5ye5cHMhzzT9gFl3iLOG3I4WwzaCqoqET1Ge1s4ZM0cYW+Isn7xEoYhK17JtIOtZulq8/PcvbW8/ZoHn09h+51h+11g8o/w9uswayaEIzBibYf2dpg5VSVa5LDrvt1s+3/NeP1deL1ZYhGBxysQioam+dDUAEpPJUvvsTl6vLIl6QuC2qO2+sfa9r8sFrisImc39l+QYTs2VnIaA6bfhCfxPe0D9uGo9e/mjWAVm9g6txkJGoSNsHOY+WYC3VOo+O4sFEWD9e6E2JoyG6zg89J87kBtl2WGWwFb+fhbCbACS6oFWRBh+w3bj+cmPcf9O93DWrUb0WrbhC0LpTBWp7+fB+ZfXfgrGVk5RcErBNWO03v0LYRAdwzZqlQgqAUo8sYIePzzp9ovIHjyZo62fCc5M0dQ8+NRtIUFUP/L/YVQv5OwZZK+ikKlt5io1s/wv2Bi+4KjfuZLu1zEe6ogrPpfLlSM+q/6o2fotaKQVFVSmobT81r5C6OAFsFcr5ePIhE+ikYZF4nQrWkoQrBOKsWWra1sNXs2G8yciT8eR0kmpVjKZqV4ymb7BFbhekFUZTLy7/w7OMEgdjiEGQpihXqEVCiIHQkhwhFEOIwZDmNEQpjhMFZYnotQEC0YwBvw4+8JbvX+WhCsaRL4+jv0NYYSe+HfhN75AOH340QieNo7MNYYSvdxh2OuOpiEleGlrk8Y0zGWKflGomqQXUs2YvuiUawWqCOo+kDXGZ+fyVVtLzJXb2Ov8s05behhRKsboLSk1+GuWzqmY1IZqiTaEy9hmjKOLB4XWEqOjnaV5x6q5Y1XZVDxjjvCZltYfPUlvP+eRiqlMGCgyZDVssyY6qNxdpDSMp1/7DeLbbabQ8CnEA56iMX8BILehVYHOk5fVz4clisfA/5FfrR+FcuxaE63MT3+CxM7fuaEdQ7tO2gRAjH7GWp+uQ+h+nl71K0cPORwTOBiM8kRVhYVsMw0lt5CWee3RCZegOIrg/Xvke3FgvgKVMvymxZ2B2q7LDNcAbby4Qqw3+HSsZdy1cdXcfrqh3PqmsfQ6PEQcBy03kqW2vdlIQS9x9qCRYsfZGJ+0Lapsqz54wv6zzx0HAzbwLBNhHDwCpViT5iQ4sOvLhBxIQQCSFtZ2qwEtnAIa8FFi5X+QmjB23put4RDVuhEtCCVgTIp/payP6y/6EpqGgLw5XIEUim0dBollZKiKZ1GTaVI6zrj6ur479Ch/HfECKbX1QEwYN48th87lh3ee49t33mH8ra233/uUAgRDuOEw/I8Eum73P88EsEKBTFCAYygn3RQJRP0YgR8KB4NFQWP4kFRNBxVxVJVHHpaYULgdxwCPScPctSR5498/nSD0PsfEnvmRZRMFquuBm/jPOzSYpKHH0h2y034Jjudpzv+yxvxL8gLk3VDq7Bf2RaMjqyBpmgEFR+q45DKJbkr9T4vdX5Cnb+Ci4ccwYa1G0BVlVxeSN+MUb/HT2W4Ep/m682B7YpD3srS1m7x0mO1vPXvKLYNm22dZeiwLOO/DPL917JGvO76CSqrM3z/dSktzSHq6rIccGAjW2wRR/FohCMq0ajs2i6IbYFuyLdfLAqRKHh/o++fMtLM7m5kdrKJOckmZicbmZNqYnZ3I43pZiynz5v34A438n+rbIuidxCedDmxrs9JVG7JCRs9wvPRVdjI1rndSDBI2NIvZnbjzbdT0fpffJOuhuhQGHWnXNEoLHB0OddRWO5AbZdljivAVj5cAfYb9FbASjbnubb/cMVaF7FB8Ui8/cXSr7GIipAAMqpK1LapsG3UX5t7uOBlRcFybHRh9qXxe8JEPCEC2vwRF7awiRtJOo1uGVvxF3wnuZ6FAxX+Eoq90SUz0uijj3A++AClshJyOexMBjudxu5p4Wk9QktNp1H6xWnYqsq3o0bx3g478O6OO/L5xhtjeb2EMhm2GjeO7T7/nG2/+YahbW2ISASxKBEViSx8PRhcaPROAUc4mMLCdCxydp6ck8cQNmrP4lNN8YDqwVE16TPqWYHp6Se0fD0iy/Mb1TssCzXRjdaVQOuKo3Z29V3uiqN1xdG6EqiptPzx6krURDeKZZHeYxca/7EdL+XGM6bjv/ycbySiBvhH6WYcULYltb5SEnaGAD68qga6zifZyVzb9jIdZoKDqrbnhFUOIFhWCWV9RnsZL6FTGiwl6o9i2jaJpE1ru0k8k6StK8/7Lwzhw9fr0HWV9TdOUlufY/znRTTOCRKJmGyzTQten8OHY6vo7AwwZJUsBx7cwoYbJVBUWcUKhxctvExTtje9XjlSKBiUxzq2Y9OcaZPCKtnE7ILI6jmP57vne5ySQBEDY/UMjNXTEKtjYKyOmnAljalm9l1jN8Kd4yiZfDWqneWjEZez97BzyCsqF5opjrYyqIAtBHkjToneSfHcl1Gn3QmlG8K6N4MnDMKUJ3+l9H8FKqUAc8WXyzLEFWArH64A+xX6e8BqJ8zkQ28n50+4luvXuZgNytb5wzvXgvgqtizKHOcPjxbqjyMcdMfE6okoCGshop4QQc2Pt8drYjgm7XqclJXtuf3PrbcQQpCxcnhUjWp/GaE/mR1m9ERE+I48kuD33yMAKxrF6hFKTjiMCIUQwaA8D4WYW1/P2FGjGDtiBB8PHUo8JFeQrdXVxZadnWyRSrFeKoV/CbyHhRBYwsYUJnnHIGvr/VYlgqJqoHmhZ1WiUBQ0IfDbNgHHwd8jsuZrHzoOaneqn4gqCKqC0Oq5rTuJssDvIFQVp7QYu6QYJxQCrwe1swvvL3NQgNz6a/PfQzfnCWUCr/dUu9YJDeGQ8m3ZrXgjBIJ2qxsFhYDiQxEO8WwXNyfe5J3EN6wSrOPSIUcyonIEorwcKxrGQWA5Ft35bhAQDURRUMnloKNDIZ0xiSdsxr2xCmP/3UAmrbH2ut0UF+X55ptSMmkvgwal2Xa7NuIJP++/W0kq5WXEyBQHHNTKWuskURWIxiAckjMb5/8bSNGVzGXodJqIi0bm5WQFqyC2GlPzMJ0+Ye5RNeojNQwsqqchWtcntIrqaYjWEvP/ynBrK0N4ys0UNb9GPLI6Z2zyNE+Ur88GPVWvIUJWynLCQdM7qTDiBGc8BLOfgeodYeTlMljV0QEhPV8Id6C2y3LDFWArH64A+xX6r4L86vXHydcMZHL7t/zUPYXDh+z/hx7LAbKqSqllUfIXxdeCCCEwhIlpWwgEfs1HkSdCSAvgU71k7TyteieWYxPyBBZdxfotI33PyXQs8o5OTA1T7ivCq2gLj9Ep+MQcB8dxyPWM/unyekmpKnlVxRePU/Hll8S32AKPT/pvHFVFKAppr5dvS0r4qqSEr4uKmBOUYq/cMNgwkWDD7m42SiSoMAw8gNYjejRkcrnaI34K57/1OtvCxnAsDMcg6+TJOwa2YyMUBUf1oKgeVNWDAihC4OvfPhQCbzqNvzOO1hlH7epC65y/YqV2JdDiCWnyX/C5i2I4pSXYZSXYpcU4xSUInxccG0XXUVMZtI5OPM2taK3tKP38d/EAPHLocB5dJcnk/FwiaoC9SjflkPJtGBEahO6YtJsJdGERUHxoiorQ87yT+pabO14jbec4rGpH9huwEyIcxiiJYXs1hBBS2Ns6MX+MslAZlu6lvVWhq8sgncny+fu1vPfyqnQnfAwd2o3XK5j8cxEKsOHoBJtv2cnkSRE+eL+CfE5jgw27OeDgFlZbPdMrvEIhQLVpz7XTmGmiMd3I3HQTc5ONNOWaaM41EtcT871exf4iBsbqeitYfdWsemoilb0LAgR9Kx6dfpfpuWwJBy3fjD8xkZppt+I14nyyygn8Y9TNZDxBzjOTHGtl0JDZYDlhU5xrpcRKov10I7S8Cw0HwhpnStuB3TO0uxCq6g7UdlmOuAJs5cMVYIvBu2+Pobys+k8JJxspvipNk6I/8lr/2krDRV3vd5tlm+i2jnAcNKEQUwOEVD95M0+nmUQFQngBAc4Cj9k/xX1RKApZR8cRNpWeYoo8EZSe2IfCasWUptHu99Pm82H1GOF9QuCHXrFUwAGmhMN8UVzM58XFTIhGsVQVv22zXjLJ6ESC0YkEQ3I5CrGzTs9zFc5Fz7nas/2icA54HQcNUGxL+nIsA9POk7ezWI7dE2kgfVte1YuqKPgyGaLtnUTaO/F3xfF1duHtiqN1dklR1SOwFGNhY74TCWOX9oiq0pKeyyU9l4sRqoaayeBpa8czrwVtXgueeS14mlvna7c6fj92bTVmbRXTB8b4rlZhQnGe7z3tjMtNxVAc1g4N4ZDybdijZGPCWgBbOHSZSTrsJJpQ0RQNw9aZl2nlrsQ7fJ2ZytBgPSfV7UVD8SC0klLU4hI0jxdN1chbeRCC8mAxju6hZZ5BvCOLYaX56pMhvPWvtejsCFBTm8WyNNrb/ESjFtvt0MGo9RN8NLaMj8aWYVkKW2wZZ4/9Z6JVzqDdbCRBE21GE42ZRpoyTczLzsN0+l4/TdGoDVczsKiegUV1NMTqGRCroz5Wx4BYPVF/lIK70kJ+ppye88Ll/oJLEQKv0UkoPYNgZgbh9HRC6emEMjPR7Jx8uwOPDLuQY9e5hnWtPHea3axaqHoBCIuqXDMhMwkTL4HOL2HoKTD48J7RUDlQvOAtkisc3YHaLssZV4CtfLgCbDF49+0xVJRVyyu/F7fQ7/W0hSCnqlTn80QWzLiChTOv+oui/oJowXbnb93Wz0Pm4KALC0s4KKqKX/Fi4pAXBhEthE/z/uFWqvy9HBKOjqr5CYQqyPpCdHq95HoEl18Iwj2Vovk2EWjx+/k6FuOL4mK+LC4m0WMAWj2dZnR3N6MTCdZOJv90W7HQSrSESdbWydh58lhYhok33k2ks5toV4JIZ5xweyfhjk6CnV0EOrrwd8bxZLMLPabj92OVlfRWrZx+osrpFVnFCJ8PNZnqE1a9p2a05lbUvN63nR4PVk0VVm01dm01udpKJtd4+L4ozw9qO5Nys5mUm03SltujoVLlLWae2cX5NftzTNWO2MIhbxskrDQtVhxL2ATwoagqjqHzn/QEHo+PxREOh1fvxB5126IFQ1BWJktRjoXtGOT1bgKKht8O0tHmobsbLMXi2y8G8sZzI2htDlFSYpDLaeTzGoMGZ9l51xaKB8zmjU/S/NjYAaUzqV5zMsG66XTac+m2uuZ7DSPeCHXhemrCdVQF66kI1lMXq2NIdR0DyqrRNA8LDNAqzHmYj0Jls3DymikCmRlSbKWnE0zPIJCZjsfs84IZ3hIS0dVoi67GnNia/BxdjQkiz0sD/sEJ+QRnqKKv6gWEHYOKXDMeowu+OwdSU2H4xVC3u3xAOyPzvTwRGbLqDtR2WQFwBdjKhyvAFoN3n7uXilDRwtWi/ixwm9Uzi7DW0Ak6/f5P6f1nIcG00OUliBACXZhYwibvGKTtHD48lHhjBH/jyF0ApqJgKQp5RSGjaaQ8HnKqSjc2hjAp1iJUe2MEFghPMBWFn8NhJkajTIhGmRiN0t4TglpqGGzcU+HaqLubssWIelgUlpFH7epAaW9GtLVCRxuBzjiBji7CXXGCHQlCnV34kqmF7ut4PZilJZhlpZilJRhlJRhlpejlZeTLSjHKSsiXlWKHe9LLewSxms0SaZxHqLGZUOM8gk3zCDQ1429qQctk+l47VcWqqsCurcaqrcGqrcKurSFZXcqP4Qw/6nOYlJ3Fj7nZ/Jybiy7kaxBQfKwerGdYsIHVAnWs6q+jwV+BLRw+TU9ik8gwfKoH07HotrIYwiCkBvCpHnAc5mVauD3xNhOzv7BOZFVOq9uXmuIaCAehKAyqBbaJ7ujkDQu/XUE6HiGV9oBm8sO3Fbz69AjmtSj4a6ahB2ejlM6gcs2fiQ6aSkLMpdNqQmh9glJBpcxfTWW4ntpoHTWxOmoiddRE6qmJ1BP0xLAMsB2IhCES6omRoO/0W0s8FDtPIPMLgfR0gpkZ+NPyFNBbe38m54kwJ7YG02LDmVQ8nPHFI/m8ZB0ag9ULP6AQnN79C2cXKoBIAVZp54jkm1GyrfDdGZBvg3VugIrNe95waRkv4QmBv9gdqO2ywuAKsJUPV4AtBu8+fQcV5bWLLYqMHsFSaxgEFszPWkEwHJMuM02H3Y1HqFR4iwl6AnhUH7aqoveILV1VpZhUVfKKgqGqaEj/lddxUIUgL3QQ/9/em0dJctV3vp/fvREZudde1bt6UWuXQGCEsQWWMMisZrPBhvHyzMMDHmA8Nh57PD5vPI/nYw/2w+Ox/fAxmOHYnoMHvIIRZrHYxCoWgSRaa2/qrl5qzcqsyiUi7n1/3MiqrOqq7mq1urpLup8+cSIy4kbEzVvZGd/8/X739wNVGuPRgTG+l4mt75fLtLMZhttbLW6q14mM4Z9GR/m9hx7iRdPTa3fQGIJajXByknBignBykmBygmByAp29zk1Okp+prRrA3hnoJx4aIBkaJB4aIB7M1tl2Z3iQtFJe828qrTb58ZNEx8eJjp8kGj9B/tg40fhJwtkl64oVoTMyRHP7Npo7trKwbSvNndtobttKe+sYNdvkkcZBHpk/xKONgzw8f4ijrXFMFp1U1UX2F3ZyZbSNffmt7I+2cUU0QijazXjN/mlRaBQigsFQSxaoJfMEooky60vaafEPta/xlzOfJ1QBbx67gxeP3AyRxvSVscUKiCZBmG7GNOdDGvPCsblJptJjPHy4xkOPzdMMj8HgY1A+tWxMcpSR2b20x/cTNHZz/b4Rbr2lj50DW9le2cJANWRFjW/S1OXv0tpltygWXaGHtWjalGbrBDJ/kKjxGJXGo4zUH2Z0/hAqG7OWijhQvZb7+29wS98N3Nd/I48Xd1K1KcMmzpaE4TRmyMSMmJiBtMNg2qKUtPlWWOInwzx9YYEFXCHv0bhB2D4JjSPw7f/g3NbP+iPov9H9wErnIaiAzkN+xBfU9lxWeAG2+fACbB186q//iJGR7etq21buMbGt3SZ3mY9tIkIbw3hS51haI9EhoYoo6AJRUEDrHIkO6WRxXjpLqyC4eJujpQrf7xvMlgHGi272V2AM187Pc1O9zjPm5ripXmcks3B1gC8Xi/zogQOUTp92AqtHZC0uU1OoZKVTClr9VZpDA3QGB51bcGiQeGiQdHCAJBNXSX91zdQSvUgckzt5elFYRcfGyY87S1ZucmpZ23ign9aOrbS3baW9YxutbVtob3ciy0YR1lpOtac4sHCQB+cP8dD8IR5eOMypztJ1hsJ+dhd2sLuwgysKO9hV2sVoOIBWAUoEhUvaK9jF2DWxhsBYVynBGgwp03GDxKZEOsIIGJtyuH6E90/eyaHWCW6uXsXP7Pgx+iujtIOAyTBhojPLqbnTjNdOcrJ+ktn2NDOtCRLbWXqTRsHcTpjZSynZxdU7RnjmVUPUDl3N1//h2Rx7YCd9AwmveMMpbn/FJLm8oVjIUkmsMKJ22pCkEGgo90O7GDCtQyZ1wKQKmRINrZP0NR5lpP4QO+ceZN/cAa6ae5DIuD6loniksp8H+m7gUPVajlevZqJyNe3CTgaxTlilTmwNmYTBtI02CalNMdZgTTcu0Li6kBIQ6ICcypEP8+SiCgkwDFTjGtKagNn74d7/6ApoP/tPoLynR3xVXTmh4jZfUNtz2eEF2ObDC7C1eM974DnPgdtvXxRg5e/eT+nhxzj1k69a9ZSmUmhr2drpEF5m45oCHaWIgabWLGhNmuWtEiBJ2kwnNWZNh44OScQJraLK0SdFklyBx/pHOdA3wPf7BnmwOsh8Fr/V32lxXW2Ga2vT7J85xa65CUZ1hWpYWVZMGmDPb/4mA1/4whn9S8pl2sNDNIcHmR/qpzHYR3Own85gP3ZwEBkeRg0OooMAfT5jm6bkTk+S71qyjo8THT9B/vgJcqcnELN0raRaWRJW27fR3r6F1vZttLdtwRQLWGtJMSQm4UhznAPzB3lo4TCPLBzhsYXHmUtdni5B2JobYU9hO3uKO9hX2MHewk76goobbGsxWIwxpKSk1k0vSDCk1mCsIcWCZEHm1oK4MHQLRIAWgzJt4vY8fzv5FT5Tu5ecCrmpso+cznE6rnG6M8Nse3lerJyKGI62MRxtRc/v4NDdtzD78A0wswdqV/Cs5y7w4lefZvdV89zzxUHu/OgYJx8vMLylzaveeIpb75hCB9aJrpIwVwiZ1gHTYciUDpmQkGkdUsuH1HIB0zog7ExzzdwD3DB7PzfU7ufG2fu4vvYA5WTJXXuqsIMT1auZrFxFo7yfTnkvOr+LAdH02wSFS7+SmnSZwLKyFCe2KLB0RKRzBCpAKTchQSsNohYD9xNcGaJRa8l1ZqAzDRN3w33/BUpXOPGVz/J6pQsQVt0Mx+IOl/vL47nM8AJs8+EF2Fp87nPw+tfT/uhH+X9knjd889tc/e7f59Bv/gqNZ9xwRvMFpchZy5ZO5/yym18EUiDuEVtNrUmymYGCmx0YWIvNXIvzSrGQWe7ayQKN9gyThRJHB3fx8MAID/ePcrw6iBWFWMsVjRrX1Wa4bm6a62rTbG0uLAuWttayYFpoFMP5IQp6aWr+8PveR+GTn2TyZS9l+pZnsTBQYba/iIkUkYG8SSlIQB5NwNlTSSxiDOHUdCasVoisk6dQyVIqiLRYoL0tE1bbt9DetpXWDrcdl0tOAOFEUGJS6ukCjy4c4eGFIxxsHuVQc5wjrXHamZVGi2ZHNMbu/DauKGxjZ34LO6It5FSIsQbECTLoCSq3FkvqAspFuRmcrrx0JogtCoNgsDZl3rSYjOc42Znlu41D5CRgMqlzrDXJRFJbVudQEAajPoaLowwVt9IfjDKQH6Ya9jGi99AXbOfIwxU++sfP4MRhZ8XJRSm3vXyCF71qglIl4XN3D/OZb4xRy+UYuLHDtS+pU70mYS4fUi8E1KKQ6TCksSKRV19nlhtm7+eWme/xrNp9XD97H/vmDlDtLLmaW+EAjcp+4tI+4vJeWqUraZX3YIIKqXHCaqUFq5tMoiuwosClWOkKrEAFTuhns2N7Z0d2x9wCIa7odh7IAWVrkPYUxDU4/nF48P+FgWfCze91gqtbWijsc8H2xe3O/ejxXIZ4Abb58AJsLd7zHggC/u6++/jJv/gLPvxzP8dzQo0yhvHXvdrFy2MRgQWtKJuE0TgmWKXSz8XE4ILdYxGaStHUmlgpbJYLS+NcgpqlgPpOVmOxrZRzJ1o4Wq5yYNGdOMhM5B40+bjDvtnTXDl7ij1T4+ycPkY+aSMiFFSeSOcJsnglY21mozEYC23TYTzKcXRwJ0eHdnCwb5hDlX6Snge3MobIpOR61jmTkkuXv47SlHyrRaFep1ibozg7S2l6htLkFOWJSQqNBvlWi3yrRS5J0KUCqlxG9ZWhr4oMVkkH+rClCG1jJI6RpIkxrtxTy7apxw2OtE9wtDnOkfZJHm+d5GR7gixhBZHKsSvaws78VnYVtrIrv5Ud0agrP4SzGEqWEsPN1usmR0jBmux1N5lG9vcwCVNJnanYLZPxHJNxPds3x1Q8txic3yVAU1A56qZJXuW4deAmntV/LSPFMarFbbRzgySEaIGOabOwAJEa4v7HtvHP/3Its7oEWyDam7Dzh5qU9qfUopDTNmKhrCF/5gc4lxqG0pjBJGZLe46bZr/PtbP3s6d2gN3zD7K19TCl9snF9qku0Srvo1neR6u0j1Z5H/PFPXTC/kWBZYzNSmotCaxQh+SCaFWBJbI0oglLqSe6V1A4gRXhxFbUs0+zIsjfptA85axbBz8Eh/4njN4GN/2OE1k2dakmgj7nbvQFtT2XOV6AbT68AFuLrgXsla/kn2s1rpucZc937uHrv/Qupq+7GcR96Te1phinDLWTHjsHKMkWZVFis3X2GhCxaA1a2aXJkJBZTDIriGKZ0LMCiXIB/k0R5rWircQlPsWisFm8UNddZUmBtggLYqkriIFaLuJgdYjH+kd4pH+UQ33DJFnM1Mh8jStnTrJ3+iS7p49TnT5Cx7QIJCRU3SQALmlnYlNSY1ACeZ3H5KqcGNzB4cFtPNo/yuH+EeYiN4MwTBP216YZTGLuHtnGy8aPcMVCg47StJWmoxVtpYlTQxLHJHFCJzXEFjoIHa1o5SJa+fzi0iwUMOuI9VqV+dNw4jtw4tuoE9/GnrwXO/Po4mFVGCI/fD3F4espDV5DdWA/5fI2IpMSpvHikjMxYdohTBNCE5NLk+xYQpB2aDdnmG9O0mhNUm9NU2/NMNuZYaYzy0ynxlw6f0bX+oMSg0GV4bCPobDKcFBhSFfoC4rcU3uIr88/zFRa58Ujz+VV2+6gUdnGqWCAyfIQ9Uof84UitTDPlI5o5ErM6jLtYuA+kCsotRPklGXhUY05phgybW7eU2P/4DzD8QLXmcfY23mQ4dYjlJuPUWo9RrH9OJJ9zo3kaJX20CrvY6G0h4XiXhql3TTD4eyXSI/AUiE5HRLq3KLA0sq5B7sCC5ZbsLq2y64lS+GsVzmcwOqKq+5y1t8+1rqSQWkL4llI2/Dge+H4x2DHa+G633CVDmwMpuNivqJhX1DbsynwAmzz4QXY2Xjve+Fd72J6714GDj7Go298LY++/AWk1mCtpakDqolhIFUEuF/pXduHtQpjBGOzBZcXzFpnKzHGYhDSLMOkFRfrk2JdTJBARyyJsrREaGpoaye0BEuAJSAl6Ao9nKhTgNGQamhpRVMHnOwf4OjgGEcHtnBwcJTJknM9BWnK7toE+2dOc9Xsaa6aOU1/3D5jGNqmzWxnjtQmRCpCiZCKcKIyxOGBrRwa2MLhgS2crgxjs4folsYMV82c5vqZCa6dPc0VtUnStInROR4avoo7vvMtKo8/Tv74SfLjJ8gfP0Vh/CS5ucbifa0IC6ODNLaO0Ng6zNy2YepbhqhtG6Yx3EdHoEVKWyvaKOIgINaaVOdIdUiiQ1IVMpPUONk4yqnGYU7XDzE5NJHqpgAAMMhJREFUd5Bmayk4vlDaSmXwKkqD11AYuoZo5DqobCfWIbEO3FoFxDqgs7gd0kkWMPXjUDsKtcfdeu7o0uu5Y2BWpNfIlaFvF5S3QmkUCgPosIwKimgJnJDo1KFVQ1qz2HYN26lj2nMk7RrtuSMEfbspv+RPaO57Me2V0e+ANinFZhN1UlE/kMccU3DCMmTa3P6cCa4emseOw1c+PMiXPzFMmlhefsd9vOl1X+Wq0QcYSB9j0DxGuXMYlVnfLIpGbidzub0slHbTqe6h3beHZmEHVhRKlBPpOjinwLIsiaw0e92b8ytkyYKVY0lcBZw9VcWq2NSJqXjeBdLb2F3FGvjeb8HEl2DfL7pFxLW1iXNB5sd8QW3PpsELsM3HU0qAicgrgVdeeeWVb3nkkUcu7GKZBYyXvhT+6q+YeP7z6b/3Xh765Xcwcf1V1MVSbDfJJQu0jXNhtWzHBViLE2gaQWcpBJYHSfV22q0SnOBIlKajhUQFWAQRjaAIrBBYJ+wE5RxeNsjcMEIiipYKmM5HPDY8ypHhMR4fHuHxwWHaWcmfSrPJ7okJrpicZPfkJDump9CpRcQudUW6Qs4iCrSAKMtsPs/D/VUeHejn+PA2xge30AncdYvtJrunT7Jvapwrp8fZM3WcfKcOWLQoSkHB1aOUgJt+/wNsv/tby4a6OdTnRNa2URpbMqG1bYTaSD9xIBhSYpt205y7IbSgxI2xm0EoWJsy3jrF4dYJDrdOcKR1giOtU8xnNR0FYXs0yO5ojN35UXbnR7kiP0ZJF5b+ECgQRWJTpuOuG7DGZDzHVFJjqjPHRFJjKp6jZTrL3ocg5HWenI4IVIiSIAv8tqQ2ITEx7aRJkrbO+fETHaGjKipXRaIq5PtI4gXS8Xvo+7H/j71jL6DabjJgO/RJSjVuE80tMP1gwnc/eh3fvetKktg5nq+6oc6b3nGU7dvb1McbHPrSJGrqKDdsv58fvP677B8+QE6WEtAuhGPUoz3U83uYDfcyrXczH+2hb6BMtRyQz2UCS4cuPcYKgQVnZqvvjcXSLAmsECeyel2FFyR3llm56mBaWY6+wNVuFAWdWZfja/Z+uO7XYedPuHNNywmzMHM5+oLank2EF2Cbj6eUAOvypFjA3nUNhFfDB77Cfc++gau+8k2mf3wP5eJpPvmi/5vhVkrJmMxFmDkNrbNQOUtWSst26NiE2CYIghWLWHFuDqUxKqCthY7KHDoCyoI2mQBaVGrLt7vuxRjhWH8/B0Z3cXBoOweHtnGiz1mhxBh21CbYN3mcKyfH2Tc1ztD8bPZwy6x0i4sClLPaAW0dcnRwjENDbjkyNEqt6GZ+6TRlbGaCraceZ/fpU+w7fZqRue51u87TpYeosSmJTbDiUgH82Efu5ObPfon7XvJCHv7hZzE7NkAnr7AqXYyZEnH1MgOVWT/EZLF1ZjGWqmPaHG1Pcrh1msOtUxxuneZoe5LYutQVoQTsikbYnR9jd34LVxS2sCsaRRDm0xanO7OcjKc53ZllMq4xk9SpJfPU0yYLaeuMuKvzQaMoqIiSjiioiKKKKKmIgo4o6jzFoEAxLFAMim47KBCpPHmVJ68KFGyENZokhjTBWUmBFpZPFWd5mR2jHGmo9mFzeVptuPfuIb78j9dx8N4dAPQVZ3nFC7/OT7/mK+yuPkyxcZCB9DH6C0sB8Qu2n5lwD3PRXpqlvbQrV9Eu7keFg5gkByYgHykGBjTlokb3uDC7kWzdWKyUJYElODHV6yrUK5YnlbWsXCoEyeK2TAcmvwan7oJTn3fxXTe+G7be4Y5nJYoI+9wsSF9Q27PJ8AJs8+HrZ6zF7hdC8D74L2/je2Yb/dfAjms+z+GHbmdHR1OEM+NCVqRcqFAkRYgFmmKYV5amGFrEdGyMMTHKGJTp5n7SaHGJN2UxfsZhgZYOeGR4jAOj23lkeBuHhrbQyLsYq0Knzd6pE/zAsUfZO3mCPdOnyCfLRYSVvJNxWYyYZELuZLWfg0NbODy0hYODWxnvG8Zkub+GGrNcNXGEKyfHuXriOHumT5I3aZaFvUHbxkRB2FPk20Xq2J4c585apzAGZt5Q4tSPbyEu1dglX2aHKEgFkyo3988qDN1FYxFmTcqj7QaPdGo83JnhYFzjRNJYlKQ50QwFRfZFAxRVhEbTIaGetrmv8RhfnzuQCeGU9fzccAIql4moPGVdoC8oU9EFijqiqPIUVY6i5LK1E1lF5QRWTodILudykSmNle6cxswdnUKcWNLEOoHVzoyiFozAAiChRocBuqgItAZribC83hQgF2FLZerzBe75uy1Mf9OyMzrMW6/9DDfc8QDP3Ps9tlbGF9/PfKPE947cyOdOvJp4YDfbnrUdBq8lrIxSrSgKeU0gGm0F3XZVsUoVtwSR61PXZtcVWIITV3mWLFm9rsKLajeyFmzHDdxqVi6VZYNNmjD5RTj1ry7FRDrvygdV9sPsvUv/X7NyT0RDUNrtC2p7PJ4NwQuwtVjYDcW3Qe7PeNFjuxi99giHD9yOPjlI0aSrnpICiVIkCK1A0VGQiFrM4B1YS78FhfuCt8pmeaAMsUmIiemYmLbtYC1MF0o8MrqDR0Z38ujoDo4NjJJmom+0PsONJw6zd+oE+yZPsHVuel3xMXNRgUNDWzg0uIVDQ2McHhijlXMPrEKnza6ZU9zx0DfZP3GSq0+PM9haWHHdEEtIoGAwV6JpWsxlYihH2OOx6bo1TbaZoJVlSO5nonSSujnNnIE5Y5gzUDMwm8KJFI7Ebj2VQt24iQNno2NTTsR1TsRnlhvqUhIY1jCkYVTD9gB2BnBFAPtCYVeoqWpNWTkXpEVjUFgSLPMY28ySQ6hMUCmsaKxojGhSNCY7x6BIYk3aVqRWkZqsPT1r0aADbC7A6oCUAKs0RoIsRjATbEZjjSJVIVYL2+URZmfKqAfqbA+P8GvPewz1w26sO0mOKbuHhdKz+MT4z/FPn/0BPvXVZzMbb+fVb5jnFa9ZoFyxlMquHFAQZp/ZFObagECpCtUShOGSoCqxFJfV6yrcUJZZuRouTqtr5dI9ebmSBpz+krN0TX4ZTNtZtba8CMZ+FIZuAaxrM/r8zGKmoDDqLF++oLbH49kgvAvyHNz73mdR7/sOtcM7Obb9jURWnDsRwSj3MI6VItYKoxRiNSIQGAgtzprV/ZfFKrnKeW6fyixdVhRH+wZ4eGSMAyMjPDIyylS5D0Sh05Sd0xNcMTnOFadPcMXECUrtJoKLvVEorO2xOWT+zFhrjg2OcHRklKMjYxwZHmOmUgVc+oex2Sl2Tpxi58Qp9p46yY7paXRqlwSXXR6uxuI9egqK4+LdFtJ5GraBRhNIj65fmgQHwP9q/G++n6wvPk+hCDOrIAjGGtp0zrBiFSRkSBUZ1iVGdZERXWRY5RnVBbYEEcMqRygs2tWEFCXdbYOyKYoU3bNfYbLZq9larEt+ikFJdh5ptjjppSVdPL54Lena8paOKS6sPFVqhEdOXsUDx6/nvqM3Mquv5Opb9zB69U6+/MUKf//hMkcOhQyPJLz2jQ1e9MomYcFSrkC+CLkwcx92gBjyGsb6XJnIUK2RtmGjWcvKpQKQLJarS2cWTn/BWbqmvuFckNEwjL4Qxl4IAzefWSy7m91eaShsdwlWfUFtzybGuyA3H16AnY1/eS/P+9av8rUzK+JcchZFXfaYFMQ9lJSzzBitsVn2725rncWXBcaVt9EW1GI2/NX/KZHF66tMRNIrKpekJAApBmtBi1o6JkvtTsTjzNipTMQuffY0WS6xFeJEo+lTVfp1H/2qn35VpV/306/6FpdIrShAuAILYFKX8Ax6xCMueafSWBVgxTmCk8wVGrv0XS7jugGTLp0ngATZeAQBKDf27oBglcoSibqUHZYUbELSgVa9SNzI05rP05ov0mkViOfzdBp5OvMB7UZAp6EwCQQ6IVAJYRBTCBd49p5v8T+//PNM10bYd80Cb/z5ea67KeauzxT52P8uc2o8YOvOmNf8TIMX/FiTKAfDZegrQEG7GMOk5SZnVoowOAD5/GUSa342K5esyMHVnoRTn3OWrplvuXPzW53gGvtRV79xrSLZNnHuSRVCebdLM+ELans2OV6AbT78T761+Jf3wtF38ZqtL+drj3+CN3M9PznwAA/P3MbxoWcj1pVT7gber/xnrBMSJhMVM4U8J6tlTlRKnKyWmC0UXEC5SelbaDDUaDBcrzNcr1PotOkG2tusbA2L102xWDpamCnkmSnkmc2WRLnp9SqNqTTnKS3UKTXrlBYaRHFncWajCFgti1ftpgd193Isvo/MDLbae+z2r9uu21ODoW3aWcqM3mkDhjk7u3h9gIIUGVBDDOhB+lQ/fXqAftVHn+qjX/dRlohALIoYyTLFw2K2tSySzbCYWsB0XZ5LYskgzl2oAxChYwMsitRkaUBSsJ3uRAebBTClaAVKKSQnzjqiszl6ys1YteL+tmkCtdkCc5NValMVGtNlGrNF5udKNOeKNOcLNOfztJp5ks7q/+WUNujAoJSbler+HmBSRZoorHEC4fMHXsjWPfP8yq9NcP0zE+765yJ/8vuDzExp9l3Z4a3/dZrbbm0RhTDUB6Wi63aaQqvhRmWwDyoViC61t+1cVi61Iut880Qmuv4VZr8LWCheAbt/1omu6jWrK0lrnehKm846JoErql3cBYWRy0R9ejyepxtegK3Fwc/C3j/gwb/7d1Tv+zBfrt1GbusXeMaWb/GFh95BEBiCICXQhjA0BDp1+7SBoqV2TYGpa0pMXF3i9P4yrYr7BR8txIwdmeOax2fZcWyaXSemqKQdd60gRQeGMDDoIEVrQxAYbAjHhwZ4bGSUg8MjHBwe4XTVuRLFWrbO1njO1Cy7pmbZOVVja61OMbZExiIqRYqu3mBsY2JSOqaD6REzkgX+a3RPMP2FYaxhwczTMA20KEJxT/vPL3yKzy7cycuKr+GWwq3L3ZVrsGSAtIhNwSRgE5RtoyTF2rYTfuIyRSVoUglJrSaxoRMzHYjjkLgduHUnIE1Ckk5IkkTESY44ieh0cnTamnY7YGEhT7MR0ZqPaDcjOq0cnXZI0glI4wCTKozpnXywfkQMQc6Qy6fk8ilRISWMUnJRSi5vyOcNhUgo5IViQchHwsR4ji/cVeanXt3h9IE87/9vJep1xTNuaPNbvzrLD97SJpeD/n4oFp1BLo6h2XRGuqEhKJddgexLhk1dXFa8AEmdxVz2K2O5usw/7gTXqbtg7gG3r3yly9s19kIo78P5yjPrmTUg2TWtXcrrpSLIDUE04AptqxCC4sa9b4/H41mBd0Geg5e/HO6807J9yyzFfEySKuJEkySKJNEkqaIzqohvCUhuUdjnKbgZF7EMcAD4Ss/yECsCq1ZhD/DcnuVm3HQzgJOW4B5D8B1DeG9KdH9K2DaE2pAL3DrQbq0DQxBYgkzIubUlCAxapyidonSC6BiCGFEddJD0iD9LGFhCDWHorqOz6+hMgHZFYnet1PI3l9iEhmnQMguE4sTQQ537uTp3wzLxZYzQaYfEcUCnHRA3NXHHbbfbIe1OSKcd0unkaMV5OnFAux3R6YQkcUDcCUjamrijSWJ3btxxAivuhKTp+f7W6E2msXx/EKaEuZRcLiEqpOQLhkI5oVhKKVdTKn0p1T5DoZgShW68gzAhCBIntEOLFougCAnRRGgbotGIDVxQOMoZ9CxYIxgDC0348EfLHHk8pN1W/OBzmvzcmxo848aYKIKBzJ0I0G5DkkAUweAgFAqrJsK/+JxPLFe3feOxLF3EXdDI4gWr18LoC2DkBVDcybLgQgnc9VRuqVyQTZxlK+yH3KCb2ejdjJ6nMN4FufnwAuwctNvwzjf/NS/7oaPo0JKK4uDQFg6M7eTBse0cGNvOZNlZo3JJwr6JSXafmmHbqVnGTjbIzVtsJ8DGIalx7qQkkWytmA9CTm4rcXJnidO7SkzsLtKuOrGg24a+g236Hm5RfrBD8cEOwUkwsUAMNhbSWGFiIc6uF2fXXxSIiSJJhSRVpImQZCkfkvRimUHsohutu+4uiHNZJkmAUq4qgDGuYoATHed3HxavvVYb6Wbc6JmksLqo6h4SekPELkfXlOX6azu869/XuHp/QqHgLF5R5Prdbjt3Y6UCfX2QP3t43EXq4lmsXL2xXDbLJmZSmPu+cy9OfAEWHnft+26Esduce7G0Mzs/59JHiMrWOvOpG5d8lTSzdg1AUPKB9Z6nDV6AbT78t9M5+LvPw91bfpBv7LiNU/srnN5bJo2ceClOdBi+t8EzHjxG34F5okNtiIU4FQ6nVQ6m/S6GxzjRk4qivjtP/bo8jZsjFm6IaO9d+hOEj6XkPpNSvLdJ8C2DHLDYjjCXRtTSPCaVpcVIdt1sbS6HX/dLWfXBiR5r6cmQbkkzt53VKUEuQUuCqEysZWulTI+okkUB1SvYTKIXRaxJV3vvljA0hDlLLjREkSHKWbfOlnxkyEcxuSBBqxRFglIpSlJnoNEaFQiiBaV1FmjvRIMV4/rbrRygFKHShFoTqgCtFFopAqVQSpCsDmgvziK1FJenuvMoxKJdNgyXDkKD1hZj4cjRgFe+tMlAP1T7nPBKE5ifd+36sviucCP/Z6+Zl6ubtKIbn5dNu8S6WL3a910poNNfgNa4E1NDz4V9b4GtL4HC1rNbrax1Qs/G7txcv3Mv6kuhOj0ej+f88BawcxAdgM61uOfGd1hyJX4VOLa8rdIGrQxKZ4Jil4HnCOktivQHFMlNCopZLvopQ/TdmMK9MfnvxRS+3yZcWDo36C5i0co9kJ0GcEW6te5dG7SyKJ217d2nzFJBcN0VDNl9MiuVXhRALuWCZOWHRGWZq5TLQCHi9olYlAaxBqMMVscYOqSSEtMkth0SMYi1iFZYpdFBiO7kqM9U+cpd13DtDcdJWyHzjYi5ep5GPVs3CtTnCrSaq0eIl0oxfX0xfX3J4tLfl2ZL93VMpZKiVj6709QlveqWNQInqqLIKZ0wAB1glMLYDoY21nYQE6NooyUmFCFHjpyKCFSAkhAhAhu5JLIppMbdytqlBTJNkk2aDFwaMDeBcmkC6+KilcuQoLK/u0hXiDl3Yi7nrF1x7Lo+OAil0ga6GU3iEpjGDYhr2YxFydyBmZXrDNeguBmLJz4NJz8NrVPOIjb6fNj2cthyB0SD67h37IQX1gXT5/pB572L0fO0xlvANh9egJ2DX5qC9w1Y/u3Hv8PzDh2nFUKiIZUEMbELClcpC4HlyOggh0ZHeHxslKOjI8yVlsr37JiYZNfpCXZPTLDn9CRDjXkInGVFAUFqieKEMHE5usRm8xPt4hxF94Cx2YxC6xJ1pibAGE1qcy7ppw2wVpFalxg0NZm7puuC660X0/uann245lYEo+1SegVjXOGibGZm3A5o1kOajZD5ZoGFRsRCM2K+EVFvhNQXQur1gHojpNEIabVXpBLIyOcTqn0dqn0xfdWU/r64R1Sl9PdnYquaEgTr/LymqQuCsqZHbGnI51wmeSWkgWAUpDbFGJu5KwUhIJQITR5tI2wagAkQq7NhShESxCZoaaNpEUibXJgQhGRxX4LOstmHQYAOhSBYElNdcah6rF/I8mOrYS20Wu7tFYtZ3Ff0JE/k67oGbVesmiULluk4t2Ladu7AIJ+5+vKruwZNBya+DON3wol/gc60E0ujt8O2l7kEqWF1HX1a6WIcdEH03sXo8QBegG1G/LfXWnz/PTD0HP5w7HbKX/sGPzzQYWv+MQY6D3Kk/EYOFYs8WK1yoFrhwWqFI+USJnsKbp1f4JkzdfYdPM7eqRrbZ+ZI4oQWhpaxJGmeRhAibYPpJKgssb7FBfKIcoleu9mzXGkiUFZQ6B5LyVJslZI0SwCaZLm3OmTZwXAKJCBFk4jLtp5K6DK4i0utkBrFQiOiMRcyX1M0awHNuYD5eshCI6DRyLllIaTeyFFvBCTJ6kohDA2VSkq1klCpJGzd1qFaWaBSSZmaCrjr84P85OtO8kPPm6OvmhBFT/xHgEktNkkxaQpJNzUIEITYIE8ahaQqxWiFEUEJTmwlgmqHBJnIyumQUAdoCciFKnsfztIURW4dBG5bqYAwDNAagqBM1zvpsv47Yda10ohpIbaZCekMcbnakICV5avS1Fm1uhY003OazbRwteqW3Op69tzYFeLqjMSwWdoNuiIqzgSXgC448XM2N1/ahJOfhfFPuHUy50Ta2Iuc6Bp74fpmIHoXo8fjeQrjBdhaDD0H7n490a0fYexUyvHKcW6rvZtfvulD/M2+H6YVugdnqZOwb6bBq48dZ990g30zDaqdJCtLJFgliC5TEsuQMeRSSyigcxYpZ88367KFJakhtS6HWGotqUlJbEpsUzpJSmxiEmtIjRAbspgo112jcElFJUCJJukELDRyLNTzLMznmW8ENBs5J6jqIfP1kEY9ot6IqDfyNBai5dn0eygWEqrVhEo5YXg4Zc/eOtWKoVJOqFQzoVVOqVQTqpWUKDJrWmTiWLjxhnmecVOdIHBxTXGc5UjtuuroDYRnMTWXxToXokkXBY0SQaIAUwywYUAiBhWEiHKiNadCQqmQD/IEKiQXBIQ6oBAFhOGSuFoM8VLLt88PBZLDklus1dN9G9akpEmCSRJs0sGkLSRtITSxJptIIEIQaoJQU8gHBKEiDJf6pHXmrjybtcvaFZarnrJZi1bPzE2o80vuQcly33fTOSRzWd4snBgLBs/u4osbLl3E+J1u9mK64GYgbnuJE10jz3f3Ww9nuBi3eBejx+N5yuEF2FqM3Q63foTZu1/P/P638bOPvI/XPf8jHC48l9uOT7B/ts7Vsw22zrcQIBVIRLAabAFy1lJNUqLU1YBctHN0C+z1oHBpB8Ke/V3HYyqCsTDf1MzM5Vioa2ZrAbO1gFotYG4uoFYLmauFzM2FzNVDanO5Nd19ShlKxTaVUptKuc3WrQ2uKs9SrXSoVlPK5Zj+Sky10qa/0qJSbhEELp5Ki8WKcsJEXM8NIa5uYojNithYK6SpdgH3VmOs9Lg9LTfeOOfeY+qeqTpw8WxdcRFoZ01SJgFjsMaVO0qsJS0qkpyCKIcELrmqkoBIRxTCPMUoTxQG5HMB+TAgDGUxfqo3nurJxGT5X9N0ad2N91oad00QaMJCRC5XWrSoaWVR4iYjaJVV5k5bmeVn0TTazZ4L6B6R1f2U0HNDtVxc6e6swd6lp2MmdUHz8ZwLoF+csZhz4udsdGbh5Gec6Dr9BdfnaBh2vtbFdA0/byke7FysdDHmt3gXo8fjeUrjv93OxtjtfGn/2/i/7n83f7/lnfyf95aJzH0AixaulnJuPmUthTglv1JwraBb/LjWyDFTD5idC6nVQmp1J6Jm5wLqcyG1Ofe6NhdQmwtJVp3pB/lcykClw0C5w0g55urReQYqMf3lDgPVhMEBQ39/St+Aoa8/oVRN3TNcIDEpcZqSkJCkriB4YlxxcIN1MyxTSC10rJCmgk0FEZfaQgyIcfUQoY3Y1MkBBTkNUWAIQyEIFFprlA7QOkC0c725mZyKNLXY2GJSizGGJLEYsaRBgBRyBPkIldeU8gUKuQLlfJ4ozBHqgJwOyIV6MZbqyaYrqLriqjeovovKZivm886atjRzscdytabxRlgqdY1zsXWxZjHprHMDZsJMAlClzHoVrBBX57ASWetEXtLssXKJi49bj5WpPeViucbvhIm7Xd8KW2H3v3GWrqHnnOFWPWtfvIvR4/E8TfEC7Gyc+hyveOR9fLzyFl526i/5SukqToXPdl4ZlgRX3BLm5kKOzQXM1nPU5kJm5lwA+mxmmarVQubqzlrVmA/WdPdVijED1ZjBSswVw03697jtgXKb/lKHgXKbwXKbgUqH/nKHYt46k1E3YElpeqZMZlcVVjW9aZYSxvZgjCVJDYkxJKmzPBkM1hpSm5LaBKNSRHdADKJdrnqXbsGpkzTtCiqNpDE2jTGxIWmBthZIsJIgQUoYKIJKiMqH5KKIXL5IISpRyOUJdEQQRGjJIRIuCQ4sSOomKohaTF5KtybmOugKq7XirbozFrviKgxXF1cXrZKNKGfBojsjtO+JXcckWV6uhrNy2cz0uB4rF7gSQOOfdKJr6uuAcSWA9r3Fia6BZ56fe9C7GD0ej8cLsDU59Tm4+/Xck/sIf/Df9/LNm17Ir9z07/jtz76fLz14W4+oCmm1Vv/Fr7WhvxIzkC07d7QYuM65+AYrTmgNVLLX1Q59pZhQkszcsoqZJcr8VkHoLCBBNatPeH5YCyaxTiRZsKnFGLsYsC/WpbcohpYwl5VGkizlhVZo1RUEhcVrGpNixGIysWYAI5BgSEhJsSRisjWE+QL5qEiUKxOEeQLRWVoHtdRJurPxDNgWmCaSdvdx5gzObJ81uFmgVpGaYHFmqCVAVIAVhYgiCBRhJBQiRS6nCHOC1godyEVzV24I3RI8T9TKBTB/1Amu8U/AzLfdvspVcPU7YetLoe/68xsc72L0eDyeZfhvv7WYugdu/Qg/+yO389BD8MW7ruDrzxjm1qu/zsLsixmpxFy1ZZ7BSsxgNRNT5WydCatKMVn9GZVmyaK6tWa6mMzkki+4KW6qmwCqR5R0I9SthThxy6JYcccsspiPymTJUI3tWqcEwRIEkMsJYQRhzokOHQgq0OigJyBL9SSkEukJ5JalBUGJW540X2B2XRfY3jNElqX3tma8Fa7sUmgpBoYw1yLI8pppZdDaLg7pspOdYQ4StZROYZmLL3BjQfd4r8WtOz6XyIqzaOWqO0uXTV3fdLQ+KxdA/VEnuMbvhNr9bl/fDXDtf3QxXZUrz69Py1yMgXcxejweTw8+D9g5OHAAPvCb3+I1L23SV06XH+zNtNkVR5D5sjKfVtzNRdUzzko7a5bWzpqlM7fhykChbor0rghT7qFvyXKAIRirsCiMqEynCKIhCIUwJ4TZWutMYGXry9G0Y8xycbVmvFUAYRZr1U1qqnrjrS70rS3mweqxwNH9G5vludR6c6p1kSD7uwXZolhMSroo3LpCdYWQW+/fZdHKteAC6E1rycqlovUJQWtdCaDxO91Sf9jtH3iWE1zbXgqlK9bXn158olSPZ8PxecA2H94Cdg6uvRZe9bwj9OkiNGHZ01ZJt1rykiVlsa6MgmIeonzmOgyz9OehC1WC5Vak7tRCcTnAjJWlwO/MUNZ9NgvucrnwzLikruvscsNmlqskXZo12HtsMUN84IZN6yw9hFoSV92ZkhcdyWLmnui9FgWbccKoK94W57Z227HKPc5lfRNI5pesXOcTywWuH7P3Lomu+cPunkPPhRvf7dJGFLY9sffsXYwej8ezbvy343oY6IeB8nKhBZllKnBKIRdm1izl9qm1VZBledqCNQVWbvMILFg+YzBdYSzsWq66ZXS6+a0Wc1xdpFmMl4SupWe9swF76bW+mRhsZknqtb7JecRygRNqU/dk2ejvdEH1EsDIrbD/ba7uYjT8xPrqXYwej8fzhPACbD0Ui86Klcs535fKzDU6YDUzyUqB1Wvtgc0rsLpWrLTnvfXSnTFYLGQuwkyHunxXl6bPm44Ltb51MTFMftXFdJ34FLQnnGVq9Efg2l+HLS92gumJXtu03PbiLMbCU0hBezwez8XnshdgIrIX+M9An7X2Jy5JJwYGYai8+HJRYMVPLYEFS3FYXVdhbwyWCMuyx+dyWcB7cB6xV/f9tssjlR9z5Wl00T28g0LPdnHFdmHFdnH5tndzOdI2THwxs3R9GuJZNz5jL8xKAP0ohOVzXmZVznAxbvUuRo/H47kALuq3p4h8EHgFcNpae0PP/pcAf4TLRPUBa+3vrXUNa+1B4M0i8rcXs6/nYqG5tL2ZBRYsTyy60lWos5Ri5cxVGGhn6HvS3ISdGVh43AkDm0LrtAskTxdcuoRkgTNrE54DCdcn1HR+DXFXPMv5BRdjdbmSLLiUKSfuzOouNlx6ki0vcoH0Yz/i3ssTwbsYPR6P56JxsX++fgj4E+AvuztERAN/CrwYOAbcIyIfw4mx311x/i9Ya09f5D6ek6EhTaXUyLIxKFSgcG6idWQevwRYC2my5CpcacUKgiULVrcOos5chRc9yP2Z74EtdziBsNqDvDu7L13IhFlzaVkp1Ba3u216z1mAdN653laeb9Mz73s2JFgSY8tE2mpCrtAj+FZr1ysEuxa83Pkp27ieFbu+E07f5SxTuQHY/sqs7uKtFyYaV02U6l2MHo/H82RyUQWYtfaLIrJ7xe5bgEczyxYi8jfAq6y1v4uzll12hH07CUvddBIx1nQQ00FsJysVkzUU61IBiMLKxRVpvRas1QLec6ELXcutEot1SZ+jOoLtL1/7uGS5q3TkRMWTjbXOotMr1JYJuK54W217FSHYnlqxv+mufz6IXkW0rWKN0xFMfwvmHnL3yI/Brp/KSgA998LcgX4Wo8fj8Wwol+LbdTvweM/rY8Bz12osIkPA7wA3i8h/yoTaau1+EfhFgF27dj15vQVQOaxeblFYNCp1CyOTIjbNiiTHsKZI656vewKuzxRpZ0vbAEtWrFIRctHS5Muuq9CzBiIgmemP/otzD7NC4PWKs2XbC2sLwW675uzSdjznjo29CK56Oww++8LEvXcxejwezyXjUgiw1ewva2aDtdZOAW8910WttX8O/Dm4RKxPuHfnSzfhJsEZb+LsIq2DTTqkcQeTtDEmddkGupcUCANNIa/I5TRhTrts9drFZXlv0GWMCiHXxxOu3bgWadu5Htdy364X72L0eDyeS86lEGDHgJ09r3cA45egHxcda7suQiFNA4wJlqURCwLIlaEYQS7Mai6qlECnaJVC2nHxUKYDppkJNyDpeVB2rWeLCTv9Q/Qpy7nct2fDuxg9Ho/nsuJSfPveA+wXkT3AceCngDdegn48KXTjsJJkedoGa7PkoyHk80upG7rB7t0Zk0tk5Wl6/yThiptZk4mwbDFJtmQiLW1yxgxCixdpT1e8i9Hj8XguWy52GooPA7cBwyJyDPgv1tq/EJG3A5/CzXz8oLX2gSfpfq8EXnnlledZNHgdtNtrp23I5aBScSKrW06nO7PwSdU6i3UEVyqzHlYVaXGPSOtwZpoHWRJoKC/SNjvexejxeDyXPb4Y9zoYzxykXStWV2AFwZn1szcFq4q0XndnwplhebLcisalnk7pWcZKF2Nu0LsYPZ6nEb4Y9+bDfzuvg21PoDbxZc16LGkmE2eYc4i0XqGmVrg6L/OMtJsd72L0eDyeTYsXYJ7VURrnIT4LJj3TkmZ73Z0t1rSknTEZdg1r2lmtbKsdO0v7Na91vvvPdq0NwLsYPR6PZ9PjBZjniXMukWbtKu7O2C3LhJldnq5/GWuUJbLnuX+te5zNBb/mtc5yj/Ouor3WOWfZ72cxejwez6bnKfXtfTGD8D1PAJHMDfk0cUWeNZ5yjWNrnnOWa3nR5fF4PJuezRhCvibW2o9ba3+xr+9JToDp8ayHbgbdVRe1+qL0Gkuw9uLxeDyeTc9TSoB5PB6Px+PxbAa8APN4PB6Px+PZYLwA83g8Ho/H49lgvADzeDwej8fj2WCeUgJMRF4pIn9eq9UudVc8Ho/H4/F41uQpJcD8LEiPx+PxeDybgaeUAPN4PB6Px+PZDHgB5vF4PB6Px7PBeAHm8Xg8Ho/Hs8F4AebxeDwej8ezwTylBJifBenxeDwej2cz8JQSYH4WpMfj8Xg8ns2AWGsvdR+edERkAjiyyqE+YKV5bD37Vr4eBiYvsJtnY7U+PZnnnavdWsfXu/+pPn7nanu+x/xncP3H/fitr93F/gxe7PFbq09P5nlPtc/gFdbakSfxep6LjbX2abMAf/5E9q3y+psb3c8n87xztVvr+Hr3P9XH71xtz/eY/wxe2GfQj9/GfwYv9vhdzmO4WT6Dfrn8l6eUC3IdfPwJ7lutzcXkid5vveedq91ax9e7/6k+fudqe77H/Gdw/cf9+K2vnf8MXni7zf4Z9FzmPCVdkBcbEfmmtfYHLnU/Nit+/C4cP4YXhh+/C8OP34Xjx9DzdLOAPVn8+aXuwCbHj9+F48fwwvDjd2H48btw/Bg+zfEWMI/H4/F4PJ4NxlvAPB6Px+PxeDYYL8A8Ho/H4/F4NhgvwDwej8fj8Xg2GC/ALhAR2SsifyEif3up+7JZEZFXi8j7ReSfROSOS92fzYaIXCsifyYifysib7vU/dmsiEhJRL4lIq+41H3ZbIjIbSLypexzeNul7s9mQ0SUiPyOiPyxiPzcpe6PZ2PwAmwVROSDInJaRO5fsf8lIvKQiDwqIr8BYK09aK1986Xp6eXLeY7hP1pr3wL8PPCGS9Ddy47zHL8D1tq3Aq8H/LT2jPMZw4xfBz6ysb28fDnP8bNAA8gDxza6r5cj5zl+rwK2AzF+/J42eAG2Oh8CXtK7Q0Q08KfAS4HrgJ8Wkes2vmubhg9x/mP4W9lxz3mOn4j8OHA38K8b283Lmg+xzjEUkRcB3wdObXQnL2M+xPo/g1+y1r4UJ2L/6wb383LlQ6x//K4Gvmqt/RXAW7GfJngBtgrW2i8C0yt23wI8mlm8OsDf4H61eFbhfMZQHP8N+KS19tsb3dfLkfP9DFprP2at/SHgTRvb08uX8xzD24EfBN4IvEVEnvbfjeczftZakx2fAaIN7OZly3l+/o7hxg4g3bheei4lwaXuwCZiO/B4z+tjwHNFZAj4HeBmEflP1trfvSS92xysOobAO4AXAX0icqW19s8uRec2AWt9Bm8DXot78N258d3aVKw6htbatwOIyM8Dkz2CwrOctT6DrwV+DOgH/uQS9GuzsNZ34B8Bfywizwe+eCk65tl4vABbP7LKPmutnQLeutGd2aSsNYb/A/gfG92ZTcha4/d54PMb25VNy6pjuLhh7Yc2riubkrU+g38P/P1Gd2YTstb4LQA+lvhpxtPezH4eHAN29rzeAYxfor5sVvwYXhh+/C4cP4YXhh+/C8OPn2cRL8DWzz3AfhHZIyI54KeAj13iPm02/BheGH78Lhw/hheGH78Lw4+fZxEvwFZBRD4MfBW4WkSOicibrbUJ8HbgU8AB4CPW2gcuZT8vZ/wYXhh+/C4cP4YXhh+/C8OPn+dc+GLcHo/H4/F4PBuMt4B5PB6Px+PxbDBegHk8Ho/H4/FsMF6AeTwej8fj8WwwXoB5PB6Px+PxbDBegHk8Ho/H4/FsMF6AeTwej8fj8WwwXoB5PE9hROTzIvIDG3Cfd4rIARH5X+tsv1tE7r/Y/Vrj3v0i8kuX4t4ej8fTxQswj8ezKiJyPrVifwl4mbX2TRerP08i/bj+ejwezyXDCzCP5xKTWYMOiMj7ReQBEfm0iBSyY4sWLBEZFpHD2fbPi8g/isjHReSQiLxdRH5FRL4jIl8TkcGeW/wbEfmKiNwvIrdk55dE5IMick92zqt6rvtREfk48OlV+vor2XXuF5Ffzvb9GbAX+JiI/IcV7bWI/H52n++JyL9d5ZqrthGR20TkCyLyERF5WER+T0TeJCLfEJH7RGRf1m5ERP4uO/8eEfnhbP9vZ+/x8yJyUETemd3y94B9InJvdt+tIvLF7PX9IvL8J/aX9Hg8nvVzPr9wPR7PxWM/8NPW2reIyEeA1wF/fY5zbgBuBvLAo8CvW2tvFpE/BH4W+O9Zu5K19odE5AXAB7Pz/jNwl7X2F0SkH/iGiHw2a/884CZr7XTvzUTk2cD/ATwXEODrIvIFa+1bReQlwO3W2skVfXwzULPWPkdEIuDLIvJpwK6jDcAzgGuBaeAg8AFr7S0i8u+BdwC/DPwR8IfW2rtFZBeuzMu12fnXALcDFeAhEXkf8BvADdbaZ2bv61eBT1lrf0dENFA8x7h7PB7PBeMFmMdzeXDIWntvtv0tYPc6zvmctbYO1EWkBnw8238fcFNPuw8DWGu/KCLVTHDdAfy4iLwra5MHdmXbn1kpvjJuBf7BWjsPICJ/Dzwf+M5Z+ngHcJOI/ET2ug8nNh9eR5sOcI+19kR2v8dYssrdhxNWAC8CrhOR7vWqIlLJtj9hrW0DbRE5DYyt0sd7gA+KSAj8Y8/fwePxeC4aXoB5PJcH7Z7tFChk2wlLoQL5s5xjel4blv/fXlnw1eIsWK+z1j7Ue0BEngvMr9FHWWP/2RDgHdbaT624z+51tLmN9b1HBTzPWttccT6cOa5nfOdlwvQFwMuBvxKR37fW/uU63pvH4/E8YXwMmMdzeXMYeHa2/RNnaXc23gAgIrfiXH01nJvuHZKpFBG5eR3X+SLwahEpikgJeA3wpXOc8yngbZl1CRG5Kjv3fNucjU8Db+++EJFnnqN9HeeS7La/AjhtrX0/8BfAs87j3h6Px/OE8BYwj+fy5g+Aj4jIzwB3PcFrzIjIV4Aq8AvZvnfjYsS+l4mww8ArznYRa+23ReRDwDeyXR+w1p7N/QjwAZw79dvZfSaAVz+BNmfjncCfisj3cN9pXwTeepb3MSUiXxaXBuOTwP3Ar4lIDDRw8XMej8dzURFrV3onPB6Px+PxeDwXE++C9Hg8Ho/H49lgvADzeDwej8fj2WC8APN4PB6Px+PZYLwA83g8Ho/H49lgvADzeDwej8fj2WC8APN4PB6Px+PZYLwA83g8Ho/H49lgvADzeDwej8fj2WD+f7rZxaGHqAbWAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] @@ -4219,7 +2230,7 @@ }, { "cell_type": "code", - "execution_count": 989, + "execution_count": 82, "id": "4a36326a-7146-4442-9209-84ea39d5dbf5", "metadata": {}, "outputs": [ @@ -4248,7 +2259,7 @@ }, { "cell_type": "code", - "execution_count": 988, + "execution_count": 83, "id": "9060cfa0-d6aa-4ba5-863a-99b589d8253f", "metadata": {}, "outputs": [ @@ -4277,7 +2288,7 @@ }, { "cell_type": "code", - "execution_count": 986, + "execution_count": 57, "id": "34b3780f-89c6-4135-8dd0-9a17228f3a49", "metadata": {}, "outputs": [ @@ -4306,7 +2317,7 @@ }, { "cell_type": "code", - "execution_count": 977, + "execution_count": 58, "id": "4fd74c91-c197-418d-b24d-d18c459151dd", "metadata": {}, "outputs": [ @@ -4335,7 +2346,7 @@ }, { "cell_type": "code", - "execution_count": 978, + "execution_count": 59, "id": "d65c3eed-e378-4fae-91e4-5108eb836d16", "metadata": {}, "outputs": [ @@ -4364,7 +2375,7 @@ }, { "cell_type": "code", - "execution_count": 984, + "execution_count": 60, "id": "ec99f16c-7e03-4b3a-afe7-91941adb60a6", "metadata": {}, "outputs": [ @@ -4393,7 +2404,7 @@ }, { "cell_type": "code", - "execution_count": 985, + "execution_count": 61, "id": "85b2400c-5487-441f-a504-d3d11d21054d", "metadata": {}, "outputs": [ @@ -4422,7 +2433,7 @@ }, { "cell_type": "code", - "execution_count": 994, + "execution_count": 62, "id": "ada13d7c-6041-4df8-858b-66e374cd6a98", "metadata": {}, "outputs": [ @@ -4451,7 +2462,7 @@ }, { "cell_type": "code", - "execution_count": 995, + "execution_count": 63, "id": "038191ff-9b57-4949-8532-bb79f87024a9", "metadata": {}, "outputs": [ @@ -4478,6 +2489,63 @@ " diff_fn=extract_and_diff, vmin=1e-16)" ] }, + { + "cell_type": "code", + "execution_count": 64, + "id": "4d9c11c3-faf9-4c7a-a1ab-c586dfbefa57", + "metadata": {}, + "outputs": [], + "source": [ + "events = []\n", + "for fname in glob.glob(os.path.join(datapath, \"results/nucleation/nucleation25/solver.*.log\")):\n", + " events.extend(read_events(fname))\n", + "\n", + "nucleation25 = events2df(events)\n", + "nucleation25_total = extract_total_times(nucleation25)" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "id": "d1b70855-c1bd-481a-a6cf-3d4441a4b7be", + "metadata": {}, + "outputs": [], + "source": [ + "events = []\n", + "for fname in glob.glob(os.path.join(datapath, \"results/nucleation/nucleation26/solver.*.log\")):\n", + " events.extend(read_events(fname))\n", + "\n", + "nucleation26 = events2df(events)\n", + "nucleation26_total = extract_total_times(nucleation26)" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "id": "793a7532-84ef-47ed-86e5-7f2bf231f8c4", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plot_error_matrix(nucleation25_total[nucleation25_total[\"solver_class\"] != \"LinearLUSolver\"],\n", + " nucleation26_total[nucleation26_total[\"solver_class\"] != \"LinearLUSolver\"],\n", + " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", + " fname=\"t=301.0.npz\", key=\"phi\",\n", + " diff_fn=extract_and_diff, vmin=1e-16)" + ] + }, { "cell_type": "markdown", "id": "be9e2578-d5c0-4619-a1ea-19d6481d9fa4", From a2ae06e506e69bb076255c90ffecda3889b5bab5 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 31 Aug 2022 09:06:55 -0400 Subject: [PATCH 163/303] Operate on a copy of the DataFrame (view) --- examples/benchmarking/solvers/Analyze.ipynb | 73 ++------------------- 1 file changed, 7 insertions(+), 66 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index 9235996525..aa84b7c610 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -259,7 +259,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 90, "id": "1663a78e-be26-47ad-bf6a-197ca146e04a", "metadata": {}, "outputs": [], @@ -358,6 +358,7 @@ " }\n", " \n", " fig, ax = plt.subplots(figsize=(8,6))\n", + " df = df.copy()\n", " df[\"solve_fraction\"] = df[\"solve_seconds\"] / df[\"elapsed_seconds\"]\n", " groups = df.groupby(by + [\"numberOfElements\"])\n", " groups = groups.agg(converged=(\"converged\", \"all\"),\n", @@ -1991,22 +1992,10 @@ }, { "cell_type": "code", - "execution_count": 76, + "execution_count": 91, "id": "b7ed24c0-72c6-42d9-8e73-e9a2930aac9e", "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_4154/2632659588.py:95: SettingWithCopyWarning: \n", - "A value is trying to be set on a copy of a slice from a DataFrame.\n", - "Try using .loc[row_indexer,col_indexer] = value instead\n", - "\n", - "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", - " df[\"solve_fraction\"] = df[\"solve_seconds\"] / df[\"elapsed_seconds\"]\n" - ] - }, { "data": { "image/png": "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\n", @@ -2027,22 +2016,10 @@ }, { "cell_type": "code", - "execution_count": 77, + "execution_count": 92, "id": "5b016c9c-6869-4f7f-867f-a3c60fc3d0ea", "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_4154/2632659588.py:95: SettingWithCopyWarning: \n", - "A value is trying to be set on a copy of a slice from a DataFrame.\n", - "Try using .loc[row_indexer,col_indexer] = value instead\n", - "\n", - "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", - " df[\"solve_fraction\"] = df[\"solve_seconds\"] / df[\"elapsed_seconds\"]\n" - ] - }, { "data": { "image/png": "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\n", @@ -2063,22 +2040,10 @@ }, { "cell_type": "code", - "execution_count": 78, + "execution_count": 93, "id": "1550708b-11ab-445f-8fb0-d1bec8512f1f", "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_4154/2632659588.py:95: SettingWithCopyWarning: \n", - "A value is trying to be set on a copy of a slice from a DataFrame.\n", - "Try using .loc[row_indexer,col_indexer] = value instead\n", - "\n", - "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", - " df[\"solve_fraction\"] = df[\"solve_seconds\"] / df[\"elapsed_seconds\"]\n" - ] - }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAvAAAAF3CAYAAADD+3+HAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOydeXxM9/7/X2f2mUwS2UkiCzJbdonYEhFbUdFqrEFwW0Wp4rZ6f63r20WV4talt6rtRS1VGr22aou2CEoFlU0SQghJhGwzk1nP8vtjTBoRISUk8nk+Hh4y53zO+bzPZ87MvD7v8/683xTHcSAQCAQCgUAgEAitA96TNoBAIBAIBAKBQCA8OETAEwgEAoFAIBAIrQgi4AkEAoFAIBAIhFYEEfAEAoFAIBAIBEIrggh4AoFAIBAIBAKhFUEEPIFAIBAIBAKB0IoQNNeJKYpaB2AYgDKO40Ia2E8B+DeAoQAMACZzHHfmfud1d3fnAgICHrG1BAKBQCC0XE6fPn2L4ziPJ20HgUBoGTSbgAewAcAnADbeY/8QAEG3/3UHsOb2/40SEBCA9PT0R2QigUAgEAgtH4qirjxpGwgEQsuh2UJoOI47AqCikSbPAdjI2TgBoB1FUR2ayx4CgUAgEAgEAuFp4EnGwPsAKKrz+trtbQQCgUAgEAgEAuEePEkBTzWwjWuwIUW9TFFUOkVR6Tdv3mxmswgEAoFAIBAIhJZLc8bA349rADrWee0LoLihhhzHfQ7gcwCIjo5uUOQTCAQCgdCWOH36tKdAIPgSQAhIVjkC4WmDBZBF0/RLUVFRZfV3PkkBvxvALIqivoFt8Wo1x3ElT9AeAoFAIBBaDQKB4Mv27durPTw8Knk8HnFuEQhPESzLUjdv3tSUlpZ+CWB4/f3NmUZyK4C+ANwpiroG4P8ACAGA47jPAOyDLYXkRdjSSE5pLlsIBAKBQHgKCSHinUB4OuHxeJyHh0d1aWnpXanYgWYU8BzHjbvPfg7AzObqn0AgEAiEpxweEe8EwtPL7c93g+FxJGaOUEthYSFCQhqc6BEIBAKBQCAQWghEwD8lMAzzpE0gEAgEQhtDr9dT3bp1U9I0jby8PFFQUFBw/TZz5szx3rlzp2Nz21JUVCRITEwM9PX1DQ0ODlZHRESoNm7c2A4A9u7d60hRVNTHH3/sbm9/7NgxKUVRUQsXLvQCgKSkpAAfH59QlUqlUSqVml27dtXaHBMTowwICAhRqVQalUqlGTx4cCcAOHfunDgmJkapUqk0nTp1Ch43bpw/AOh0Ot7w4cMDFQqFJigoKDgqKkpZXV3dqOaSyWSRzTAsdxATE6M8cuSIDAB8fHxCS0pK7ojEqG/DqlWr3FJSUvwAYN68ed6enp5hKpVKExQUFLxlyxbn5rb3fuzdu9cxISGhCwBs2bLF+a233moPAJs2bWp3+vRpib3d47gHi4uLBXFxcUHN2UddiIB/hGzcuBFhYWEIDw/HxIkTceXKFfTv3x9hYWHo378/rl69CgCYPHkyZs+ejV69eqFTp05ITU0FAIwZMwb79u2rPd/kyZOxY8cOMAyDN954A926dUNYWBjWrl0LADh06BASEhKQnJyM0NBQsCyLV155BcHBwRg2bBiGDh1ae+7Tp08jPj4eUVFReOaZZ1BSUlK7PTw8HD179sR//vOfxzlcBAKBQGjlrF692n348OGVAsG9I3JXrlxZ/Pzzz+uaywaapsGyLBITE7vExcXpr127lpmdnX1++/btl4qKikT2dkFBQcbU1FQX++vNmze7KpVKY91zLVq06Fpubm7O8uXLi2bPnu1fd9/GjRsv5ebm5uTm5ub8+OOPlwBg5syZfrNnz76Rm5ubc+nSpey5c+eWAcDixYs9PT09rfn5+TkXLlzIXrduXaFIJGr2cCeappv1/NOnT7+Rm5ubs23btoJZs2YF1HceWq3WZu2/McaPH1+9ePHiUgDYuXNnu4yMDKl9X3Pfg1arFd7e3rSXl5d1//79Ds3VT12eZBaaZmHOnDn4448/7tuOZVmUl5fDzc0NPF7j85iIiAisXLmy0TbZ2dn44IMPcOzYMbi7u6OiogKTJk1CSkoKJk2ahHXr1mH27NnYuXMnAKCkpARHjx5Fbm4uhg8fjpEjR2Ls2LHYtm0bhg4dCovFgp9//hlr1qzBf//7Xzg7O+PUqVMwm83o3bs3Bg0aBAD4/fffkZWVhcDAQKSmpqKwsBCZmZkoKyuDWq3G3/72N1itVrz66qvYtWsXPDw8sG3bNrz99ttYt24dpkyZgtWrVyM+Ph5vvPHGgwwx4RFz5qcr8Axwgq+y9ncF1/IqUVaoRddn/Bs5kkAgEGy8kXquY36pTna/dizHQWu0CpykQppHNVSO5U8U7R0Ny0aGFzXWZvv27W7ffPPNpcbaJCUlBQwbNqx6ypQplT4+PqGjR48u/+mnn5xpmqa2bdt2KTIy0qTVankvvvii3/nz56UMw1Bvv/128YQJE6ry8vJEycnJgUajkQcA//73v68OHDiwZu/evY7vv/9+B09PT2tOTo7sX//611WhUMjNnz+/tliMQqGwvP3227Xp93x8fCw6nY5fVFQk8PHxoX/55RfnAQMGVDdkc//+/fVlZWXCRgcIQFlZmdDf399ifx0TE2MEgJKSkju2h4eHm+1/v/POO15btmxxB4CJEyfeXLhw4R0pAp999tlOKSkp5WPGjKm2j19iYmLVhAkTqmbOnOl77NgxR4vFQk2dOrXsjTfeuFV/LAoKCrLvZ/fD0rVrVxOfz0dpaalgxIgRnWNiYvQnT56UDx06tGrAgAG6efPmdTQYDDwXFxd6y5Ythf7+/tasrCzxyy+/7F9eXi7g8/nct99+e0mtVptnzJjh+8svvzhTFMW98cYbJVOnTq3cu3ev43vvveft6upqzcvLk4aGhhp27tx5mcfjITU11emNN97o6OrqSoeGhhrsNq1atcotPT3dYeLEieUHDx5sd+LECcelS5d22LFjR8HChQs72O/BXbt2Of7jH//oyDAMwsPDDRs3brwilUq5pt6bq1atcvvhhx+czWYzz2Aw8E6cOJH//PPPV23cuNFt0KBBNc39HrRZD3x5eTlycnJQXl7+SM73yy+/YOTIkXB3tz2dc3V1xW+//Ybk5GQAwMSJE3H06NHa9s8//zx4PB40Gg1u3LgBABgyZAh++eUXmM1m/PDDD+jTpw+kUin279+PjRs3IiIiAt27d0d5eTkuXLgAAIiJiUFgYCAA4OjRoxg1ahR4PB7at2+PhIQEAEBeXh6ysrIwcOBAREREYNGiRbh27Rqqq6tRVVWF+Pj4WhsJjx/PACf89EUWruVVArCJ95++yIJngNMTtoxAIDxtaI1WwZUKo0RrtD60A89kMlFFRUVipVJpuX/rP3F3d6dzcnLO/+1vf7u5ZMkSLwB46623OiQkJGizsrLOp6Wl5S1YsMBXq9XyvL296bS0tPycnJzz27ZtuzR37lw/+3kyMjIcli1bdr2goCA7MzNTGhYWZrh3rzaef/75yk2bNrkcPHjQITQ01CAWixv0iu/YscN5wIABVXW3paSkdLKH0EybNs0XAGbOnHlj6NChij59+gS9++67nrdu3eIDwMsvv3xr9erV7SMiIlSzZ8/2zszMFANAWlqa7Ouvv3Y7ffr0+fT09PMbN270OHbsmLRuP2PGjKnYtm2bi32Mjx075jRy5MjqlStXujs7OzNZWVnnz507d/6rr77yyM3NFdUfiya8FX+ZX375xYHH43EdOnSgAaCqqop/6tSpvLfeeqts9uzZfrt27SrIzs4+P2nSpFuvv/66DwAkJycHTp8+vSwvLy8nPT0918/Pz7px48Z2mZmZ0vPnz2f//PPP+QsXLvS9cuWKEADOnz8v/c9//lN08eLF7KtXr4oPHDggNxgM1KxZswJ279598dSpU3kNTbIGDhxYM2DAgCr705Tg4ODayZPBYKCmTZsWuG3btoL8/PwcmqaxbNkyD/v+ptybAHDmzBn51q1bL584cSIfAHr37l3z+++/y5tz7O08dR74+3nK7ZjNZuzduxfDhg2DWCx+6H45jgN1H29G3f11+7Ql5AEkEgn69u2Ln376Cdu2bcO4ceNq969evRrPPPPMHec7dOgQHBwc7jpPQ7YFBwfjt99+u2N7VVXVfW0mND++Shc8MzUEP32RBU1sB+QcLcHAv2ng3cUZLMuBokDeJwKB0Cj385TbMVkZas+5YufEcO9qiZD/UCEdpaWlAkdHxybHbCQnJ1cCQExMjGH37t0uAHDo0CGnn376qd2qVavaA4DZbKYuXrwo8vf3t7744ov+OTk5Uh6PhytXrtT+eIaFhdWoVKoGJw8TJ070+/333+VCoZDLyso6b9+ekpJSkZSU1Dk3N1eanJxccfTo0TvE1oIFC3z/+c9/+lZUVAgOHz58vu6+jRs3XurTp88dk4TXXnut/LnnntPu3LnTac+ePe02bNjgkZOTk9OrVy/j5cuXM3fu3Ol04MABp169eqkPHz6ce+jQIfnQoUOrnJycWAB49tlnK3/99VfH3r1714byjBw5snr+/Pl+RqOR2rFjh3NMTIxOLpdzBw8edMrNzZXZx0yn0/FzcnIkIpGIa2wsHhaKomrvk88++8xr+/btbg4ODszGjRsv2SMYxo0bVwEAGRkZ4gsXLkj79eunAGzRDh4eHtbKykrejRs3RCkpKVUAIJPJOABcWlqa4+jRoysEAgE6duxId+/eXX/06FGZs7MzGxoaWtO5c2crAAQHBxsKCgpEjo6OjK+vrzk0NNQMAOPHjy//8ssvPfCAnDt3TuLr62sOCwszA8DkyZPL//Of/3gCKAOadm8CQFxcnNbLy6s2jsjb25suKysT4THQZj3wYrEYSUlJj0S8A0D//v2xffv2Wo9+RUUFevXqhW+++QYAsGXLFsTGxt73PGPHjsX69euRlpZWK9ifeeYZrFmzpja2LD8/HzU1dz+diY2NxY4dO8CyLG7cuIFDhw4BAJRKJW7evFkr4K1WK7Kzs9GuXTs4OzvXPhnYsmXLww0C4S/B0CzcfBzQJcoTZ368ii5RnnB0laD6phHVNw2ovmFA5Y0aVN2oQfUtI3TlRugrTaipMqNGa4ZRb4GpxgqzwQqLiYbVzIC2MKCtDBgrC4ZhwTIsOJa75ySPQCC0DSRCPjcqumPVw4p3AHBwcGAtFkuTdYREIuEAQCAQcDRNU4DN0ZSamnrRHmNeUlKS2bVrV9MHH3zg5enpaT1//nxOZmZmjtVqre1PJpOx9r9DQ0ONGRkZtSFEmzZtunro0KH8ysrKOxyVfn5+tFAo5I4cOeI0fPhwbX3bFi1adO3KlSuZ//jHP65Pnjw58EGuJyAgwDpnzpzyn3/+uUAgECA9PV0KAM7OzuykSZOqNm/efHXEiBEVu3btcn6Q72CZTMb16NFD99133zlt27bNZezYsRW3x4hasWLFVfsYXb9+PfOFF17Q1h+Lh0EsFrMmk6nWY1RRUSFwd3evnaTZY+BPnz6dN3jwYL19u6OjI2u3sUuXLka7jfn5+TnHjh270JiDsRFbanfy+XzY75WHcWjdb/ybcm8Cd4+7wWCgxGLxI3kv7kebFfCPmuDgYLz99tuIj49HeHg45s2bh1WrVmH9+vUICwvDpk2b8O9///u+5xk0aBCOHDmCAQMGQCSyTeJeeuklaDQadO3aFSEhIZg2bVqDC1WSkpLg6+tb26Z79+5wdnaGSCRCamoq3nzzTYSHhyMiIgLHjx8HAKxfvx4zZ85Ez549IZVK7zonoXngOA60hYG+0gTtLSOuZJXjwqkbCIn3wYVTN3CjsPp2O4CjAAoUQFHgWA4sw4GxsqCtDGgzA4uBhqnGCqPOgppqM/SVJugqzNBXmKCtMEJ7y4jqm0ZU3TTWTgaqbxrvmgwYdX9OBiwm+u7JAE0mAwQC4U88PDwYhmEog8Hw0I8IExIStCtWrPBiWZv2sYeVVFdX8zt06GDl8/n49NNP3e6VcS0xMVFnNpuppUuX1npj9Xp9gxrn3Xffvf7+++9fu9fCWz6fjwULFpSxLEvt2LGj0VjG1NRUJ7PZTAHA1atXBVVVVXx/f3/L/v37HW7evMkHbGEw+fn5koCAAEu/fv30+/bta6fT6XharZa3b98+l4SEhLsWV44dO7Ziw4YN7qdOnXK0i/SBAwdWr1mzxsPeX0ZGhtgeylGfnj17Ki5fvnzfGP76dO/eXffZZ5+5ArYMQ//73/9cBgwY8MCLP8PCwkwVFRWCgwcPOgA2b3V6errE1dWVbd++vWXTpk3tAMBoNFI6nY4XHx+vS01NdaVpGsXFxYLff/9dHhcXd8/48YiICNO1a9dE2dnZYgD45ptvXBtqJ5fLmYbGJiIiwnT9+nVRVlaWGAA2btzoFhcX1+j13evebIisrCyJQqEw3mv/o+SpC6F5kkyaNAmTJk26Y9svv/xyV7sNGzbc8Vqvr53EQigU3hWXz+PxsHjxYixevPiO7X379kXfvn3vaLd8+XLI5XKUl5cjJiYGoaGhAGwLcY8cOXKXLVFRUTh37lzt63feeafRayQ8HBzLwWqmYayhwdIseHweyq/rcfTbC4gd3QVBUe0RGOGOA//NwYDJangHuYDjOLAsZxPvLAeOsf9tezwJUMDtEC4KHDhQAGzimqKo2hAcigJA8Wz/c7dbcADLcAA40FauznYOnO0/UKBge4JqOzs4ABQFiuPAUbb7DhTA49n7ocDj29rweBQonu23neJRsLlPbntQ7HbV3UYgEFoVffr0qd6/f7/cnuHj8uXLYi8vrzD7/g8//PCBQnuWLFlS/PLLL/upVCoNx3GUr6+v+ddff704Z86csqSkpM47d+50iY2N1Uml0ga9mzweD3v27CmYOXNmx1WrVrV3dXWlZTIZ884771yr33bgwIH3XWDI4/Hw5ptvFi9fvrx9UlKSFrDFwEskEhYAXF1d6ePHj+f/+OOPTq+//rqf3ev67rvvXvPz86N3797tPGvWLH8AYFmWGjBgQPWkSZMqeTwekpOTy7t27aoGbItY64bP2BkxYoR2+vTpgQMGDKiye4Xnzp17q7CwUBwaGqrmOI5ydXW17tu3r6D+sQzD4MqVK2IPD4/7hjeFh4dr7N+9iYmJFWvWrCn629/+5v/ZZ595cRyHsWPHlg8ZMkR/n9PUIpFIuG+++aZg9uzZfjqdjs8wDDVjxowb0dHRps2bN1+eOnWq//vvv+8tFAq5b7/9tmDixIlVx48fl6vV6mCKojj7+GVkZDR4fplMxq1evfrKsGHDuri6utLdu3fXnz9//i5BPX78+IoZM2YEfPbZZ16pqakFdY//7LPPCkeNGtXZvoj19ddfv1n/+Lrc695sqO2BAwccBw8e3ODC6EcN1dq8aNHR0Vx6evqTNqPF0rdvX1RVVcFisWD+/PmYPHnykzaJAIBlWFiMNEwGGizLQSjkgce3OQcyD19DOy8p/EPcIZXbnro0JQuN3RvOcfjz/9uCv1b03xb7LAtwDGsT6nX1Mne36Ec98W8X4nf0zdUT/ZxN9Ns32v++febaWQNFUbVb/5yAABSPd/v/2/3yKfBu22KfDNSKf/w5Efjj4FV4+tsy+djtJJl8CE8TFEWd5jguuu62c+fOFYaHh996UjYBNm/ksmXL2u/cufPyk7SD8CenTp2SrF271v3LL7+8a/JCaF6io6OVP/zww0UPD49HVpzn3Llz7uHh4QH1txMP/FOGPe6d0DJgrCxMBissRhoUDxAI+HcJ4eA4HzA0C7Hsz6edvkqXO9JKNobNs90073VdwQ/2ztcsw/35/+1JAMMArJVBXW8/6nj7bwcm1hH81B2vH9SmWtFvf+pA254O2Lbhz78pyv54ABQoODiL8NMXWYgdHQSvQCfcKtLjyNZ8PPMyqSxMIDQnvXv3Np46dUpL0zQaywVPeHx069bN1K1bNyLeHzPFxcWC11577cajFO+NQT5tBMIjxhbfzsJUYwFtYcHjURCK+fcUsrSVhcxRCF4DHu7motbLDgrgP/hxjXn72Yb+b8TbX9fLD9T39jdteU5HtRv6jufj0Nd5UHVvj9wTpYgd1QVObhJYTHSj408gEB6OOXPmPJp8zARCK8bb25ueOHFi1ePqjwh4AuERwbIcrCYaphoaLMOCL+BBJGn8I8YyLHh8CiJp6/goNou3n2XBMqgV/Sx7P29//RAf29/tOzlD1b09zv1yDeH9fNFR7QaWYVFTZQHFA6RyIYQSwWOdKBEIBAKB0By0DtVAILRgGJqFxUTDXEOD4zgIhHwIhA/20aKtLOQukqfaO/y4vP0lFyuRe6IUIfE+yD1RivadndGhczuI+LbJlUFnAaWzQuwggEgqAJ9PknARCAQCoXVCBDyB8BfgOK42vt1qYkDxKAhEvCYJcdrKQijiQyhugqptQzTF238trxLHUgsw+OUQeAe1g3dQOxzakoe+45Xo0LkdeDwKIrEAHMvBXEPDpLdCJBVALBNAICTjTyAQCITWBXFBPSE2bNiA4uLiJ21Gs9K3b188bRmDOJaDxWiFrtwEXYUJjJWDSCKAUNS0GGtb+AgLqeNjKdj21FNWqMUzU0Pgq3IFj89Dl66eiE9W4kbhnXVaqNvrEYRiPmgLc/t9NMJqYUheewLhL6DX66lu3bopaZpGXl6eKCgoKLh+mzlz5njv3LnTsbltKSoqEiQmJgb6+vqGBgcHqyMiIlQbN25sBwB79+51pCgq6uOPP3a3tz927JiUoqiohQsXegFAUlJSgI+PT6hKpdIolUrNrl27am2OiYlRBgQEhKhUKo1KpdIMHjy4EwCcO3dOHBMTo1SpVJpOnToFjxs3zh8AdDodb/jw4YEKhUITFBQUHBUVpayurm5Uc8lksshmGJY7iImJUR45ckR2/5YPxqpVq9xSUlL8GtoXGRmpAoC8vDyRRCLpqlKpNJ07dw5OTk72u1c+/8eJj49PaElJiQC401Z7HnwAOHLkiGzy5Mkdm9uWYcOGdcrMzGxSZdE2J+A/+ugj/Prrr3ds+/XXX/HRRx89VjtauoBvCR+ulgTLsDDVWFF9y4garRUUBYgkAgiEf+0jRFtZiKUC8P/i8YQ76fqM/x1ZeygehS5dPRHeryMsprtTIVMUBYGQD5FEAI6FrehVuQlmoxUcS4Q8gfCgrF692n348OGVjWWgWblyZbE9T3xzQNM0WJZFYmJil7i4OP21a9cys7Ozz2/fvv1SUVFRrZckKCjImJqaWvtFsXnzZlelUnlHDvZFixZdy83NzVm+fHnR7Nmz78hBu3Hjxkv2apw//vjjJQCYOXOm3+zZs2/k5ubmXLp0KXvu3LllALB48WJPT09Pa35+fs6FCxey161bVygSiZr9y6WhIo9PirNnz+ba/+7YsaP59thl5+fnSzdv3tyublt7pfknhd3WCxcuiLdt21Yr4Pv06WPYsGHDA9Uy+KvQNI0ZM2aUffDBB+2bclybUw/dunXD6NGja0X8r7/+itGjR6Nbt25/+ZyFhYVQq9WYOnUqgoODMWjQIBiNtu+EP/74Az169EBYWBhGjBiByspKpKamIj09HePHj0dERERtWzsXL17EgAEDEB4ejq5du6KgoAAcx+GNN95ASEgIQkNDsW3bNgC2tJF9+/bFyJEjoVKpMH78eHAchx9++AGjR4+uPeehQ4eQmJgIANi/fz969uyJrl27YtSoUbWFpAICAvDee+8hNjYW3377Lfbt2weVSoXY2FjMnj0bw4YNAwDU1NTgb3/7G7p164bIyEjs2rULAGA0GjF27FiEhYVhzJgxd11Xa4SxsjBUm1F90whTjQUCAQ8iMb82h/tfwRbbDYjlTS6SR2gCFI+Cg7MYQim/QRFvx77YmEdRqKm2oPqWESa9BSzzWKphEwitmu3bt7uNHj26qrE2SUlJAevXr3cBbF7PuXPnems0GrVCodCcPXtWAgBarZY3atSogJCQELVardbYBV5eXp4oKipKqdFo1BqNRn3gwAEHwOZR7969uyIxMTFQqVQG79mzx1EoFHLz58+vLcqjUCgsb7/9dpn9tY+Pj8VsNvOKiooELMvil19+ce7fv3+DRXf69++vLysru++XdFlZmdDf399ifx0TE2MEgJKSEqGPj0+tKg0PDzdLpVIOAN555x2voKCg4KCgoOD33nvPs/45n3322U7btm1zrjt+GzZsaEfTNKZNm+YbEhKiVigUmmXLlrk3NBb3s9nO+PHj/UJCQtRdunQJnjt3rrd9++HDh2WRkZEqpVKpCQ0NVVdWVvIMBgM1cuTIAIVCoVGr1Zo9e/bUPp24fv26MC4uLiggICDk73//ewf79oaeKAiFQsTExOgvXLggXrVqlduQIUM69evXr0tcXJziXvcATdN4+eWXfRUKhUahUGg++OADTwDYtWuXo1qt1igUCs2oUaMCjEYjBdz7HistLeX37t07SK1Wa5KTk/3rPnW12/r222/7pKeny1Uqlebdd9/13Lt3r2NCQkIXALhx4wZ/wIABnRUKhSY8PFx18uRJKQDMmzfPe9SoUQExMTFKX1/f0EWLFtW+p59++qlraGioWqVSaZKTk/3tEyyZTBY5Z84c77CwMNXPP/8sHzx4sD4tLc2pKROZNhcDn5CQgO3bt2P06NGYMWMG1qxZg+3btyMhIeGhznvhwgVs3boVX3zxBUaPHo0dO3ZgwoQJSElJwerVqxEfH4+FCxfi3XffxcqVK/HJJ59g+fLliI6Ovutc48ePxz/+8Q+MGDECJpMJLMviu+++wx9//IFz587h1q1b6NatG/r06QMAOHv2LLKzs+Ht7Y3evXvj2LFjGDhwIKZNm4aamho4ODhg27ZtGDNmDG7duoVFixbh4MGDcHBwwNKlS/Gvf/0LCxcuBABIJBIcPXoUJpMJQUFBOHLkCAIDAzFu3Lha+z744AP069cP69atQ1VVFWJiYjBgwACsXbsWMpkMGRkZyMjIQNeuXR9qTJ8UHMeBtrIw6R8sDWRTsVoZSB2EZBHlY4DiUXBwEqMGZpiNNMSNZAXi8SmI+bY4eZPBCqPeCrFMALFUSJ6UEFo+O2d2RFnO/UMjOBYwVQsgcbYVp2gMT40Bz//nnt5Hk8lEFRUViZVKpeVebRrC3d2dzsnJOb9kyRKPJUuWeG3btu3KW2+91SEhIUH77bffFt66dYsfHR2tHj58uNbb25tOS0vLl8lkXGZmpnjcuHGdsrKyzgNARkaGw9mzZ7NVKpVl0aJFnmFhYYb79f38889Xbtq0ySU6OtoQGhpqEIvFDXrFd+zY4TxgwICqutvqVmKNj4/Xrl279trMmTNvDB06VBEZGVnTv3//6pkzZ5a7u7szL7/88q1hw4Ypdu3a5dKnTx/t1KlTy0NDQ81paWmyr7/+2u306dPnOY5DVFSUun///rq61VjHjBlTsW3bNpcxY8ZUm0wm6tixY05fffXVlZUrV7o7OzszWVlZ541GI9WtWzdVYmKitv5YPOj78K9//eu6l5cXQ9M0evXqpTx58qQ0PDzcNH78+M5btmwpiI+PN1RUVPDkcjm7aNEiLwDIz8/POXv2rGTo0KFBBQUFWfa+MzMzs+VyORsZGal57rnnqvv06dPge6HT6XhHjhxxWrhw4fXS0lLhmTNn5BkZGdleXl7MrFmzfBq6B9asWeN25coVcXZ2do5QKMSNGzf4BoOBmjZtWuD+/fvzwsLCzCNGjAhYtmyZx8KFC8uAhu+xf/zjH949e/bUL1++vOSbb75x3rp1q3t9+z744IPrK1as8LJXWt27d2/tRGX+/Pne4eHhhoMHDxbs3r3bcdKkSYG5ubk5AHDx4kXJ8ePH86qqqvhqtTrkjTfeuJmdnS1OTU11TU9PzxWLxdyECRP8PvvsM7dZs2aVG41GXkhIiHHlypW1oRj+/v6mEydOyOLi4u57HwNt0AMP2ET8jBkz8P7772PGjBkPLd4BIDAwEBEREQCAqKgoFBYWorq6GlVVVYiPjwcATJo0CUeOHGn0PDqdDtevX8eIESMA2AS1TCbD0aNHMW7cOPD5fHh5eSE+Ph6nTp0CAMTExMDX1xc8Hg8REREoLCyEQCDA4MGDsWfPHtA0je+//x7PPfccTpw4gZycHPTu3RsRERH46quvcOXKldr+x4wZAwDIzc1Fp06dEBgYCAB3CPj9+/djyZIliIiIQN++fWEymXD16lUcOXIEEyZMAACEhYUhLKy2mnargGU5mA1WaG+ZoK8wgWNvh8k0Mb79fn1QFHVH0SZC80JRNhEvkvJhbsQTX9ueR0EoEkAo5sNqYqAtN0JfYQJN4uQJTwOmagEqL0tgqn5oB15paanA0dGxyTEbycnJlQAQExNjKCoqEgPAoUOHnD7++OMOKpVKExsbqzSbzdTFixdFFouFSk5ODrjtZe1cUFAgsZ8nLCys5l6CdeLEiX5KpVITEhKirrs9JSWl4n//+5/r5s2b3ZKTkyvqH7dgwQJfX1/f0GnTpgUuXLiwpO6+uiE0a9euvQYAr732WnlmZmb2Cy+8UHHkyBHHbt26qYxGI9WrVy/j5cuXM+fOnVtaUVEh6NWrl/rMmTOSQ4cOyYcOHVrl5OTEOjs7s88++2zlr7/+esf6gJEjR1YfP37cyWg0Uqmpqc4xMTE6uVzOHTx40Gn79u1uKpVKExkZqa6srBTk5ORI7jcW9+Krr75yvf1kQ3PhwgXJuXPnJBkZGRJPT09rfHy8AQBcXV1ZoVCI48ePy1NSUsoBIDIy0uTt7W3JzMyUAEBsbKy2ffv2jFwu55599tnKQ4cOyev3VVRUJFapVJqYmBjVoEGDqkePHq0FgLi4OK2XlxcD3Pse+OWXX5ymT59+Uyi0/W56eXkx586dk/j6+prDwsLMADB58uTyo0eP1o5jQ/fYiRMnHP/2t7+VA8DYsWOrnZycmhQr/Pvvvzu++OKL5QAwfPhwXVVVlaC8vJwPAIMGDaqSSqVchw4daFdXV+u1a9cEP/74o2NWVpYsPDxcrVKpNEePHnW6dOmSGAD4fD4mT55cWff87u7udFFR0QOLgzbngQdsYTNr1qzBP//5T6xZswYJCQkPLeLF4j/XHvD5/L8cPnIvgdCYcKjft/0RzZgxY/Cf//wHrq6u6NatGxwdHcFxHAYOHIitW7c2eC4HB4f79sdxHHbs2AGlUnnXvtaYDpFhWFiMfy0NZFOhLSxkzsK7qrESmhe7iOfBApOBhvgB8u5TFAWByJahhray0FWYwBfwIJELbYuWyXtIaEk04im/A6uRQtZ3zgh5oRpC6UPNSB0cHFiLxdJkR6BEIuEAQCAQcDRNU4DtdyU1NfVieHi4uW7befPmeXt6elp37NhxmWVZSKXSKPs+mUxWG+cWGhpq3LVrV218+6ZNm66WlJQIoqOj7xDwfn5+tFAo5I4cOeK0bt26q0ePHr1DbC5atOhaSkpK5QcffOA5efLkwOzs7PP3u56AgADrnDlzyufMmVMeFBQUnJ6eLo2LizM4OzuzkyZNqpo0aVJVSkoKdu3a5czn8+875jKZjOvRo4fuu+++c9q2bZvLuHHjKm6PEbVixYqrSUlJd6zO37t3r2PdsXgQcnNzRZ988onX6dOnz3t4eDBJSUkBJpOJx9lqb9xlY2OaoP7vfkM6wB4DX397XbvvdQ80ZNP9nCkN3WMAwGtikcD79Wm3q+6TnNs6jOI4jho1alT5f/7zn+v1jxOJRGz9dSNms5nXlPexzXng7THv27dvx3vvvVcbTlN/YeujwNnZGS4uLkhLSwMAbNq0qdYb7+joCJ3u7jU9Tk5O8PX1xc6dOwEAZrMZBoMBffr0wbZt28AwDG7evIkjR44gJiam0f779u2LM2fO4Isvvqj1rPfo0QPHjh3DxYsXAQAGgwH5+fl3HatSqXDp0iUUFhYCQG3MPQA888wzWL16de3NfPbsWQBAnz59sGXLFgBAVlYWMjIyHmicnhS0hYG+ygTtTSPMNTQEwtux0PzmEWYMzYIvoO5b3InQPFAUBamTCBKZABZT0xZp2+8NigJqqmxx8maDFSxZ8EpobQilHCLHVz2seAcADw8PhmEYymAwPPSXZkJCgnbFihVeLGvTL8eOHZMCQHV1Nb9Dhw5WPp+PTz/91O1eCRYSExN1ZrOZWrp0qYd9m16vb1DjvPvuu9fff//9a/daeMvn87FgwYIylmWpHTt2ODVmd2pqqpPZbKYA4OrVq4Kqqiq+v7+/Zf/+/Q43b97kA7ZQo/z8fElAQIClX79++n379rXT6XQ8rVbL27dvn0tCQsJdYmDs2LEVGzZscD916pTjCy+8oAWAgQMHVq9Zs8bD3l9GRoZYq9U2eI09e/ZUXL58+Z7e3MrKSr5UKmVdXV2ZoqIiwaFDh5wBIDw83HTjxg3R4cOHZbfb8axWK2JjY/WbN292tfdbUlIiCgsLMwHA0aNHnW7cuMHX6/XUvn372sXHx+sbG7N7ca97YMCAAdrPPvvMwx4ffuPGDX5ERITp+vXroqysLDEAbNy40S0uLq7RhdI9evTQrVu3zg0Atm/f7qTVau/KIezs7Mzo9foGcwv36NFDt379ejfANmlycXGhXV1d7ym4Bw8erN27d6/L9evXBXa78/Pz75l67vLly+LIyEhTY9dQlzanJE6dOnVHzLs9Jv7UqVOPJJSmPl999RWmT58Og8GATp06Yf369QCAyZMnY/r06ZBKpfjtt98glUprj9m0aROmTZuGhQsXQigU4ttvv8WIESPw22+/ITw8HBRF4aOPPkL79u2Rm5t7r67B5/MxbNgwbNiwAV999RUAwMPDAxs2bMC4ceNgNtsmuYsWLYJCobjjWKlUik8//RSDBw+Gu7v7HZOFf/7zn5gzZw7CwsLAcRwCAgKwd+9ezJgxA1OmTEFYWBgiIiLuO8F4EnAsB6uFgUlvBcOw4PHuXy31UcHQLOSuT3fRppaOXcQDFpiNDITipuXu5/F5pDAUgVCHPn36VO/fv19uzzJz+fJlsZeXV2385IcffvhATwaWLFlS/PLLL/upVCoNx3GUr6+v+ddff704Z86csqSkpM47d+50iY2N1Uml0gYFE4/Hw549ewpmzpzZcdWqVe1dXV1pmUzGvPPOO9fqtx04cGDN/ezh8Xh48803i5cvX97e7vGuGwPv6upKHz9+PP/HH390ev311/3EYjELAO++++41Pz8/evfu3c6zZs3yBwCWZakBAwZUT5o0qZLH4yE5Obm8a9euagCYOHHizbrx73ZGjBihnT59euCAAQOq7N7kuXPn3iosLBSHhoaqOY6jXF1drfv27SuofyzDMLhy5YrYw8PjrvAmhmEgkUi4mJgYY0hIiCEoKCjYz8/PHBUVpQdsnustW7YUzJ49289kMvEkEgl75MiR/Pnz55dNnDjRX6FQaPh8PtauXVtoX5QbHR2tHzNmTGBhYaEkKSmp/F7x7/fjXvfA3Llzb+bn54tVKlWwQCDgJk2adPOtt966+dlnnxWOGjWqM8MwCA8PN7z++us373f+pKSkThqNRt2zZ099hw4d7go5iomJMQoEAk6pVGqSk5NvRUVF1b43S5cuLbaHc0mlUnbDhg2XG+svKirKtGDBguv9+/dXsCwLoVDIrVq16qpCobir36KiIoFYLOb8/f0feBUr1dpiOqOjo7mnLbd4S0Wv10Mul4PjOMycORNBQUGYO3fukzbrL8EyLCwmBqYaKzgWEAiph8ok01RoKwO+gAe5i+T+jQnNDsdxMOqtMNdYH2qBMsdxoC0sOI6DUMqHRCYkhaEIzQJFUac5jrsj68G5c+cKw8PDbz0pmwCbl3TZsmXtd+7c2aiYITw+Tp06JVm7dq37l19+ecfkxWg0UoGBgaHZ2dnZbm5uJFd0C+Ldd9/1dHJyYufOnXvX5/ncuXPu4eHhAfW3E5cR4Z588cUXiIiIQHBwMKqrqzFt2rQnbVKTYawsDNo/00DaUgY+XBrIpmIr2sRBKidFm1oKFEVBKhdC7CCE1fzXF6dS1J+FoRgLC629MNRDnJNAaE307t3b2LdvX21Lyj/e1unWrZupvng/cuSILDg4WDNlypQyIt5bHu3atWNmzZrVpMk48cATnjrsaSDNeiusZgY8PgW+sGmhEo8Sq4WBSMKHzKlJRdYIj4FH5YmvC0OzYGgWPD4PErkAIrGALHglPDQt1QNPIBCal3t54NtcDDzh6YVlOVjNNEx6GizD2rztD5BtpDnhWA7gAIkDSRvZErF74ikKMOqsEEkeXsTzBTzwBTywDAdDtQVGnhUSmS1O/nE++SEQCATC0wsR8IRWz+NMA9lUrBYGUkcREW4tGJuIt4U3PSoRD9gKQ4lIYSgCgUAgNAMtQ+UQCH8B2mpblGo1Mbac3UJeiwpVYBkOPD7vgXKOE548UrkIFADDIxTxwJ+FoTiOg9XEwGygIRTxIZELn2hoF4FAIBBaL0RZEFoVd6eBbLl51WkrAwdnUYuaVBAaR2L3xOsfXUy8nXsWhnIQQEji5AkEAoHQBMhzXEKrgGVYmGqsqL5lRE2VLYWqSCxosSn7GJoFX8iDsIVOLgj3RiIXQeoosmWSaaZCTXcUhqq23demGlIYitD60Ov1VLdu3ZQ0TSMvL08UFBQUXL/NnDlzvHfu3OnY0PGPkqKiIkFiYmKgr69vaHBwsDoiIkK1cePGdoCt8A5FUVEff/yxu739sWPHpBRFRS1cuNALAJKSkgJ8fHxCVSqVRqlUanbt2lVrc0xMjDIgICBEpVJpVCqVZvDgwZ0A4Ny5c+KYmBilSqXSdOrUKXjcuHH+AKDT6XjDhw8PVCgUmqCgoOCoqChldXV1o5pLJpNFNsOwPJWsWrXKLSUlxQ8APvroI49PPvnEzb69sLCwdtHZmDFj/E+fPt2s+Zt9fHxCS0pKBCaTiYqOjlbaC041N0RdEFo0jJWF2WiF2cgAsMW381qBp5KmWTiRok2tFvuiY4PWApGY32ze8bqFoYx6C4x6KyQOAogkAvAFxL9CaPmsXr3affjw4ZX3qmoKACtXrixuThtomgaPx0NiYmKX5OTk8j179lwGgPz8fNG3337bzt4uKCjImJqa6mLPtb1582ZXpVJ5RxGlRYsWXZsyZUrlnj17HGfNmuX/3HPPZdn3bdy48VL9IkUzZ870mz179o0JEyZUAcDvv/8uBYDFixd7enp6Wnfv3n0ZsAl9kUjU7DN0mqbR2HvxtPULAPPnz68t4LR582b3iIgIY0BAgBUAtm3bduVx2SGRSLj4+Hjtl19+6TpjxoyK5u6P/EIQWhwcZwuT0VeYoL1lhNXEQCjiQSQWtA7xbmEgkvJrwyUIrROJgxAOTiJYLM3nibfD41EQiQUQingwG2hobxmhrzKBtpJ0zYSWzfbt291Gjx5d1VibpKSkgPXr17sANm/l3LlzvTUajVqhUGjOnj0rAQCtVssbNWpUQEhIiFqtVms2b97cDgDy8vJEUVFRSo1Go9ZoNOoDBw44ADaPevfu3RWJiYmBSqUyeM+ePY5CoZCrK+YUCoXl7bffLrO/9vHxsZjNZl5RUZGAZVn88ssvzv37969uyOb+/fvry8rK7ps+rKysTOjv719bWTMmJsYIACUlJUIfH59aV2x4eLjZXrn0nXfe8QoKCgoOCgoKfu+99zzrn/PZZ5/ttG3bNue647dhw4Z2NE1j2rRpviEhIWqFQqFZtmyZe0Nj0Zi9dm8xYMsNHxMTowSAefPmeY8aNSogJiZG6evrG7po0SJPwDb+gYGBwS+88EKAQqHQDB48uJNOp+PZz/X66693iIqKUq5bt87lu+++c4qIiFBpNBr1kCFDOtmfOBw+fFgWGRmpUiqVmtDQUHVlZSXPYDBQI0eODFAoFBq1Wq3Zs2ePI2DzoA8aNKhzXFxckL+/f8j06dN97bb/+9//dgsICAjp1q2b8vjx43L79nnz5nkvXLjQa/369S5ZWVmylJSUTiqVSqPX66mYmBjlkSNHZACwdu1aV/sTkRkzZvjYj5fJZJGvvvqqj1Kp1ISHh6uKiooEAFBcXCx45plnOoeEhKhDQkLU+/fvdwCA0tJSfu/evYPUarUmOTnZv2469pEjR1Z98803ro29B48K4oEntBg4loPFTMNUQ4OxsrYwg1a2AJTjOLAsB7kDKdr0NCB2EAIUUKO1QCRqPk+8HYqiIKyNk2egLTdBKOJB4iCCQEQWvBLuzT+P/bPjxcqLsvu1YzkWOotO4ChypHlU4z68Li5dDO/3fr/oXvtNJhNVVFQkViqVd5WGbwx3d3c6Jyfn/JIlSzyWLFnitW3btitvvfVWh4SEBO23335beOvWLX50dLR6+PDhWm9vbzotLS1fJpNxmZmZ4nHjxnXKyso6DwAZGRkOZ8+ezVapVJZFixZ5hoWFGe7X9/PPP1+5adMml+joaENoaKhBLBY3ODvfsWOH84ABA6rqbktJSekkkUhYAIiPj9euXbv22syZM28MHTpUERkZWdO/f//qmTNnlru7uzMvv/zyrWHDhil27drl0qdPH+3UqVPLQ0NDzWlpabKvv/7a7fTp0+c5jkNUVJS6f//+ut69e9c+CRgzZkzFtm3bXMaMGVNtMpmoY8eOOX311VdXVq5c6e7s7MxkZWWdNxqNVLdu3VSJiYna+mPRlPeiLhcvXpQcP348r6qqiq9Wq0PeeOONmwBQWFgoWbt2beGgQYNqRo0aFbBs2TKP99577wYASCQS9vTp03klJSWCxMTEzkeOHMl3cnJi33777fbvv/++16JFi0rHjx/fecuWLQXx8fGGiooKnlwuZxctWuQFAPn5+Tlnz56VDB06NKigoCALAHJycmTnzp3LkUqlbJcuXUJef/31G0KhEEuWLPE+ffr0eVdXV6ZXr17KkJCQO97vKVOmVK5Zs8Zz+fLlRfWflBQWFgrfeecdn9OnT5/38PCg4+LiFJs2bWo3ceLEKqPRyOvZs6d+9erV16dPn+67evVqj48++qhk2rRpHefNm3fjmWee0V+4cEH0zDPPBF26dCn7H//4h3fPnj31y5cvL/nmm2+ct27dWhuW1a1bN2NGRobDX30PmkLrUkeEp5IG00C2MuFuh7YytuwiJPzhqUEsuy3iq8yPtSiTLR2qbT2FvtJECkMRHgk6i05QpC+SdJR3NDmLnR+qfGppaanA0dGxyedITk6uBICYmBjD7t27XQDg0KFDTj/99FO7VatWtQcAs9lMXbx4UeTv72998cUX/XNycqQ8Hg9XrlyprYgXFhZWcy/BOnHiRL/ff/9dLhQKObvgB4CUlJSKpKSkzrm5udLk5OSKo0ePyuset2DBAt9//vOfvhUVFYLDhw+fr7uvoRCa1157rfy5557T7ty502nPnj3tNmzY4JGTk5PTq1cv4+XLlzN37tzpdODAAadevXqpDx8+nHvo0CH50KFDq5ycnFgAePbZZyt//fVXx7oCfuTIkdXz58/3MxqN1I4dO5xjYmJ0crmcO3jwoFNubq7MPmY6nY6fk5MjEYlEXGNj8aAMGjSoSiqVclKplHZ1dbVeu3ZNAADt27e3DBo0qOb2uJavWrXKE8CN2+NZCQCHDh1yKCgokMTExKgAwGq1UlFRUfqMjAyJp6enNT4+3gAArq6uLAAcP35c/uqrr5YBQGRkpMnb29uSmZkpAYDY2FitvVpsly5dTAUFBeKysjJBjx49dN7e3jQAvPDCCxX5+fkPHNt+9OhRh7rHjxkzpuLw4cPyiRMnVgmFQm7s2LHVABAVFVVz8OBBJwA4duyY04ULF6T2c+j1en5lZSXvxIkTjt99991FABg7dmz1tGnTah+VCgQCCIVCrrKykufi4sI2+U1oAq1TJRGeCmgrA5PBCquRAcVreWkgmwrLcgBH2QQf4alCLL0dE19lgUD8eNdhkMJQhAehMU95XUy0ifqx8EfnwQGDqyUCyUPFhjk4OLAWi6XJN6FEYutXIBBwNE1TgO3pZWpq6sXw8HBz3bbz5s3z9vT0tO7YseMyy7KQSqVR9n0ymaxWIIWGhhp37drlYn+9adOmqyUlJYLo6Gh13fP5+fnRQqGQO3LkiNO6deuu1hfwixYtupaSklL5wQcfeE6ePDkwOzv7DhHfEAEBAdY5c+aUz5kzpzwoKCg4PT1dGhcXZ3B2dmYnTZpUNWnSpKqUlBTs2rXLmc/n33fMZTIZ16NHD913333ntG3bNpdx48ZV3B4jasWKFVeTkpK0ddvv3bvXse5YNAafz+dY1tbUaDTe8d7VfRrB5/Nhf2/qP/mr+9rR0ZG9bRtiY2O19vUHdk6ePCmlKOqua64bdlKfumsF+Hw+Z7VaG7SjKTTWn0Ag4Hg8nv1v1L0n09PTz8vl8rsOtrdvCKvVSslksmZf70C+/QmPFY7jYDUz0N4yQldhAmNhIRTzIXwM4QnNja1ok7BVxOkTmo5YKoSsnQi0mXki2WJ4fFvKVIGAB5PBiuqbRhiqzWCszerkITxlSAQS7vkuz1c9rHgHAA8PD4ZhGMpgMDz0l15CQoJ2xYoVXnZxeezYMSkAVFdX8zt06GDl8/n49NNP3Rim4XUhiYmJOrPZTC1dutTDvk2v1zeocd59993r77///rV7Lbrk8/lYsGBBGcuy1I4dO5waszs1NdXJbDZTAHD16lVBVVUV39/f37J//36Hmzdv8gFbqFF+fr4kICDA0q9fP/2+ffva6XQ6nlar5e3bt88lISFBV/+8Y8eOrdiwYYP7qVOnHF944QUtAAwcOLB6zZo1Hvb+MjIyxFqttsFr7Nmzp+Ly5ct3eZN8fX0tx44dkwHA9u3bXe4+8m5KSkpEBw8edACAr7/+2rVXr176+m369u1bk56eLs/KyhIDtiw8GRkZ4vDwcNONGzdEhw8flgFAZWUlz2q1IjY2Vr9582ZX+3WUlJSIwsLCTPeyoU+fPjUnTpxwLC0t5ZvNZup///tfg7bL5XKmurr6rgVoffr0qTl58qRjSUmJgKZpfPvtt659+/a96zrqEhsbq126dGntGoXjx49LAaBHjx66devWuQHA9u3bnbRabW1/paWlfBcXF/peoVmPEiLgCY8FluVsaSBvGqGvtDlY7Gkgn4a4XpZhwefzWmxOesKjQSwVwuEJinjgz8JQQjG/djKsrzDBamEa9TIRCM1Bnz59qvfv31/rxb58+bLYy8srzP5v3bp1DyQSlyxZUkzTNKVSqTRBQUHBCxYs8AGAOXPmlG3dutUtPDxclZ+fL5FKpQ3OWHk8Hvbs2VOQlpbm6OPjExoaGqqeMGFCwDvvvHOtftuBAwfWTJw4saoxe3g8Ht58883i5cuXt7dvsy+OVKlUml69eikA4Mcff3RSKpXBSqVSM3DgQMW77757zc/Pj87Pz5f07t1bqVAoNCEhIZqIiAjDpEmTKmNjYw3JycnlXbt2VUdFRaknTpx4s274jJ0RI0ZoT5065RgbG6u1P7GYO3fuLZVKZQoNDVUHBQUFT5061d/una4LwzC4cuWK2MPD467wpoULFxbPnz/fLyoqSvkgTwMAoFOnTqZ169a5KRQKTWVlpeD111+/Wb+Nt7c3vXbt2sKxY8d2UigUmqioKFVmZqZEIpFwW7ZsKZg9e7afUqnU9O3bV2EwGHjz588vYxiGUigUmjFjxnReu3ZtoX2Rb0P4+/tb33zzzeIePXqoY2NjFfda75CSknLr1Vdf9bcvYq17/MKFC6/Hx8cr1Gp1cFhYmMGeOehefP7550VnzpxxUCgUms6dOwd/8sknHoDtXj127Jhco9Gof/rpJ+cOHTrUhi798MMPTvdaGP2ooVrbF350dDSXnp7+pM0gPCAMzcJsaH1pIJuK2UjD0VUCoZhknmkLWIxW1FRbIBC1jPuZoVkwNAuegAcpKQz1VEJR1GmO46Lrbjt37lxheHj4rSdlE2DzlC9btqz9zp07L9+/NeFxcOrUKcnatWvdv/zyy7smL00lLy9PNGzYsKALFy5kPwrbnnYGDRrUedmyZdfqh4I9DOfOnXMPDw8PqL+duAsJjxyO40BbWZj1VlgtzG2P4dObQYOhWYjEfAhE5IFWW0EkFQIUhZoqs21Syn+y9/afcfIsaqqtoHhWSByEtjh5IuQJzUjv3r2Np06d0j7JPOCEO+nWrZupW7duDy3eCU3DZDJRw4cPr3qU4r0xyKeN8EhhrCz01WawNAu+oG2ElDBWFjJ3UrSprSGSCEC5UNBXmiDAkxfxACkMRXgyzJkzp/xJ20BoHpRKpYV43x8MiUTCzZo167F9Fsg3OuGRwXEcDDozwKHNCAarhYFIZovlJ7Q9hGI+5K4S0FYGLNNywhFJYSgCgUB4unn6FRbhsUFbWFjNtgJMbQGO48CxHCRykjayLSMUtUwRD/xZGEokEYCxstBVmKCrMMJqJgteCQQCoTXTNpQWodmxed8tELahOHCr5XbRJpKLu80jFPHhWCviW2ZaR4GQD5FYAI4F9JUmaG+ZYDZYn1g2HQKBQCD8dYjyIDwSLCbalgWjjYhZluVAUaRoE+FPBLUinm2xIh5A7doUHo+CQWuB9qYRRr0FTAu2mUAgEAh30jbUFqFZYVkORp0VQlHbiQOnLSwp2kS4C4GID0c3CWiaa9EiHqhTGEr4Z5x8DSkMRWgier2e6tatm5KmaeTl5YmCgoKC67eZM2eO986dOx2b2xaZTBZZ93VD9sybN8974cKFXgDw888/O4SFhalUKpWmU6dOwfPmzfNu7PyrVq1yS0lJ8Xv0lj+dxMTEKI8cOSIDgPj4+C63bt3i37p1i79kyZLaYluFhYXCwYMHd2pOO/bu3euYkJDQBQC2bt3qPHfu3Ebf59YCEfCEh8ZisILjuDYjZlmGBU9AtYkMO4SmIxDy4egqBk1zYOiWL4ZtaV5t1ZBpe2GoahMJrSE8EKtXr3YfPnx4ZWMpJFeuXFn8/PPP31Vt9FFB03fVK3ogXnzxxcC1a9deyc3NzcnPz88eP358xSM2rUGsVuvj6OYO/uoYPSoOHz580d3dnSkvL+f/97//ra1uGhAQYP3xxx8vPS47xowZU/3jjz+20+l0rV7/tvoLIDxZGIaFsYaGsA1lYaGtLGROIpI2knBP7CKeZVqHiAdsC14FIj5EUgFoMwt9panFP0UgPHm2b9/uNnr06KrG2iQlJQWsX7/eBQB8fHxC586d663RaNQKhUJz9uxZCQBotVreqFGjAkJCQtRqtVqzefPmdoDNix4VFaXUaDRqjUajPnDggANg86p2795dkZiYGKhUKu/y+j8IFRUVAj8/PysACAQCREVFmQDgxo0b/AEDBnRWKBSa8PBw1cmTJ6V1jysvL+f7+PiEMowtq5NOp+O1b98+zGw2U9nZ2eK4uLig4OBgdVRUlNJ+fUlJSQEvvfSSb/fu3RWvvPKK771squstBoCUlBS/VatWuTU2dvPmzfN+/vnnA3v06KHw9/cPWbFihXtDY0TTNKZNm+YbEhKiVigUmmXLlrnb+1mwYIGXQqHQKJVKzSuvvOIDAMePH5eGh4erFAqFZuDAgZ1v3rzJB2ye9RkzZviEhoaqAwICQn788Uc5YHsaM2zYsE4KhULz7LPPdjKZTLU/kj4+PqElJSWCv//9775FRUVilUqlmTZtmm/dpyQGg4EaOXJkgEKh0KjVas2ePXscAduTj0GDBnWOi4sL8vf3D5k+fXrt+H333XdOERERKo1Gox4yZEin6upqHgCkpqY6BQYGBkdFRSlTU1Pb2dvzeDz06tVLt23bNucHvU9aKsSFSHgozHorKAptpuojbWVrvZUEQmPYRLwEugoTALZVpVUVivigLQx0lWbI24lble1tleK33u5ovnBBdr92HMuC1WoFPCcnmuI1/r6Kg4IM3os/KLrXfpPJRBUVFYmVSqXlXm0awt3dnc7JyTm/ZMkSjyVLlnht27btyltvvdUhISFB++233xbeunWLHx0drR4+fLjW29ubTktLy5fJZFxmZqZ43LhxnbKyss4DQEZGhsPZs2ezVSpVk/q38/LLL99Qq9Uh3bt31w0aNKh65syZ5TKZjJs/f753eHi44eDBgwW7d+92nDRpUmBubm6O/Tg3NzdGpVIZ9u3b55iYmKj75ptvnOPj46vFYjH30ksv+X/++edXQkNDzb/88ovDjBkz/E6cOJEPAAUFBZJjx47lP0zBq4bGDgDOnz8vPX369HmdTsePjIzUJCUlVdcfo+XLl7s7OzszWVlZ541GI9WtWzdVYmKiNiMjQ/L999+7nD59OtfR0ZG9ceMGHwAmT54c+PHHH1999tln9XPmzPF+8803vdetW1cEADRNU5mZmee3bdvm/N5773kPHjw4f/ny5Z5SqZTNz8/POXnypLR3796a+vavWLHi2rBhw6T28czLyxPZ9y1dutQTAPLz83POnj0rGTp0aFBBQUEWAOTk5MjOnTuXI5VK2S5duoS8/vrrNxwcHLjFixd3OHLkSL6TkxP79ttvt3///fe93nvvvdJZs2YFHDhwIC84ONg8bNiwO0J0oqOja9LS0uQvvfRS5V9+I1oA5FuZ8JdhrCzMRrpNpY1kGRZSR9H9GxMIAPhCHhxdJWDZ1uOJtyMQ8QEO0FWYSFz8UwSr1QqsRUUSVqt9aAdeaWmpwNHRscmxGcnJyZUAEBMTYygqKhIDwKFDh5w+/vjjDiqVShMbG6s0m83UxYsXRRaLhUpOTg5QKBSaUaNGdS4oKJDYzxMWFlbTmHi/11NS+/bly5eX/Pbbb+cHDBig3b59u1vfvn0VAPD77787vvjii+UAMHz4cF1VVZWgvLz8Dq/NqFGjKrdu3eoCANu3b3cdO3ZsZXV1Ne/s2bPyUaNGdVapVJpXXnnFv6ysrDbTwQsvvNBoqNGD0NDYAcCQIUOq5HI516FDB7pnz57atLQ0B+DOMTp48KDT9u3b3VQqlSYyMlJdWVkpyMnJkRw4cMBpwoQJtxwdHVkA8PLyYsrLy/k6nY7/7LPP6gFg6tSp5SdOnJDXvX4A6NWrV821a9dEAHD06FH5xIkTywGge/fuRoVCYWjKtR0/flyekpJSDgCRkZEmb29vS2ZmpgQAYmNjtW5uboxMJuO6dOliKigoEB86dMihoKBAEhMTo1KpVJpvvvnG7erVq6I//vhD4uvraw4NDTXzeDyMHz/+juJK7du3p0tLS1v9DznxwBP+Mka9BTw+r82EktBWFmKpAPw2MmEhPBr4Qh4cXSTQVZoAunV54gVCHhiahbbCBEcXsU3UE1okjXnK68KaTJR23w/OTkOHVPMkkoda6ODg4MBaLJYm39CS2/0KBAKOpmkKsDlIUlNTL9YvQz9v3jxvT09P644dOy6zLAupVBpl3yeTyRqdWXp5edHV1dV33LQVFRX8wMDA2j6Cg4PNwcHBN+fNm3fTzc0torS0lN9QjQSKou7YOG7cuKr33nvP58aNG/ysrCxZYmKiVqvV8hwdHem63vq6yOXy+86EhUIhx7J/NjObzXf8wDY0drftq28vgDvHiOM4asWKFVeTkpK0ddvu27fPqam/43XsAMMw97SjKTRWm0IkEtXu5PP5nNVqpTiOQ2xsrHbPnj2X67Y9fvy4tDE7jEYjJZFIWr1XovX8khBaFFYLA6uZaTved5YDx4EUbSL8JVqzJ54v4EEg4EFXYYLF+PgX3xEeLTyJhGv3woiqhxXvAODh4cEwDEMZDIaH9uIkJCRoV6xY4WUXr8eOHZMCQHV1Nb9Dhw5WPp+PTz/91M0ed/4gODs7s56entZdu3Y5ArbY9kOHDjn369dPDwDffPONs72/zMxMCZ/P59zd3ZkePXro1q9f7wbY4shdXFxoV1dXtv65w8PDa6ZNm+bXv3//aoFAAFdXV9bX19eybt06FwBgWRa//fbbHfHzdn799VfZiBEjAupv79y5s/nixYtSo9FIlZeX848ePer0INf6ww8/tDMYDFRpaSn/xIkTjrGxsTX12wwcOLB6zZo1HvZJQUZGhlir1fIGDx6s3bRpk7t9YeeNGzf4bm5ujJOTE2OPb//vf//r1rNnT31jNsTGxuo3b97sCgCnTp2S5Ofn3xXS5ezszNTU1DQoHOoen5GRIS4pKRGFhYWZ7tVf3759a9LT0+VZWVliwLYWISMjQxwREWG6du2aKDs7WwwA33zzjWvd4/Ly8iTBwcHGxq6lNdA21BfhkcJxHIxaS6vyJD4sVisDqVzYZvLcEx49fMGfIp5uZSEpPL5tgWtNlQVmAxHxhD/p06dP9f79+2tDKy5fviz28vIKs/+zi9n7sWTJkmKapimVSqUJCgoKXrBggQ8AzJkzp2zr1q1u4eHhqvz8fIlUKr3nh8dkMvHq9v3OO+94ffXVV5cXL17cQaVSaeLj45VvvvlmcXBwsBkANm/e7NapU6cQlUqlSUlJCfzyyy8vCwQCLF26tPjMmTMyhUKhefvtt302bNhwuaH+Ro8eXblr1y7XcePG1Wav2bp166X169e7K5VKTVBQUPCOHTvaNXRsYWGhWCqV3jWJ6tKlizUxMbFSrVYHjxw5MjA4OPiBwlAiIyNr+vfvH9S9e3f166+/XhIQEHDXB3Xu3Lm3VCqVKTQ0VB0UFBQ8depUf6vVSo0cOVI7ZMiQqoiICLVKpdK8//777QFg/fr1l998801fhUKhycjIkC5ZsqS4MRtef/31spqaGr5CodAsXry4fWho6F2TiPbt2zNRUVH6oKCg4GnTpt2xmHf+/PllDMNQCoVCM2bMmM5r164tbGiM7Hh7e9Nr164tHDt2bCeFQqGJiopSZWZmSmQyGbd69eorw4YN6xIVFaXs2LHjHWFWR44ccXz++eer7zemLR2qOctpUxQ1GMC/AfABfMlx3JJ6+50BbAbgB1s4z3KO49Y3ds7o6GguPT29mSwmPAgWoxU11ZY2k0aRZTgwDAtnd2mbWaxLaD4YmoW+0vYEv7U9weJYrrYCscRB2GbC51oCFEWd5jguuu62c+fOFYaHh996UjYBNk/5smXL2u/cubNBkUtomGnTpvn+7W9/K+/evftDe4LnzZvnLZfLmffee+/Go7DtaaaoqEgwevToTr/99lv+k7blQTl37px7eHh4QP3tzabAKIriA/gPgIEArgE4RVHUbo7j6saGzQSQw3FcIkVRHgDyKIrawnHcX1pRTmh+OJaDQWeFoE2ljWTg4Cwi4p3wSOALeJC7iqGvMIO2sq1KxFM8CkIxHya9FRzDQUrSqbZ5evfubTx16pSWpmk87ALNtsTatWuvPWkb2iKXLl0SrVix4oHWi7R0mvPTFgPgIsdxlwCAoqhvADwHoK6A5wA4UrZfADmACgBPttoAoVHMRhocy4Enahs/2sztRYfCNvK0gfB44PNvi/hKM2gr06omxBRlK2JmMtJgwcHBUUwmt22cOXPmlN+/FaG5+Ne//tVoaAvhT+Lj45uUGacl05yuHx8AdWc5125vq8snANQAigFkAniN47jWFRzahmAZFia9tU3lQKdpUrSJ0Dzw+TzIXcQARYG2PvjCvJaCWCKA1cSgpspMqrYSCATCY6Y5BXxDiqf+t/wzAP4A4A0gAsAnFEXdteKaoqiXKYpKpygq/ebNm4/aTsIDYjLQQJsq2sRAJOaT1HmEZoPP58HRLuItrU/Ei8QC0AwLfYUJDKnaSiAQCI+N5hTw1wB0rPPaFzZPe12mAPiOs3ERwGUAqvon4jjuc47jojmOi/bw8Gg2gwn3hqFZmGusrSpe92GwFW3iSNEmQrPDuy3iKV7rFPFCIR8cx0FfYW51KTIJBAKhtdKcauwUgCCKogIpihIBGAtgd702VwH0BwCKorwAKAFcakabCH8RY40FPB7VZkJJaCsLsYOwTaXKJDw5eLfDaSgeBWsrFPECIR8UBejKTa0yHIhAIBBaG82mTjiOowHMAvATgPMAtnMcl01R1HSKoqbfbvY+gF4URWUC+BnAmxzHPdGUWIS7oa0MLEamzYSScCwHcIBERhauEh4fdhHP41OwtkIRzBfwwBdQ0FWYYDW3PvsJBAKhNdGs7kWO4/ZxHKfgOK4zx3Ef3N72Gcdxn93+u5jjuEEcx4VyHBfCcdzm5rSH0HQ4joNRZ4GgDXmi7XmuSdEmwuPGJuIl4LVSTzyPz4NAwIe+0gQzqdraJtDr9VS3bt2UNE0jLy9PFBQUFFy/zZw5c7x37tzp2Ny28Pn8KHshqCFDhnSyVxa9evWqYNiwYZ06duwY0rlz5+D4+PguGRkZYgDIzMwUJyQkdOnYsWNIcHCwunv37ooffvhBDthyhickJHRRKpUa+3GN9X+v63/U+Pj4hJaUlAgAQCaTRd7Phnnz5nkvXLjQCwCSkpICfHx8QlUqlUaj0agPHjzo0Nz23o9Vq1a5paSk+AHARx995PHJJ5+42bcXFhbWlj8fM2aM/+nTpyXNacvvv/8uTUpKCmjOPh4VRKEQGoW2sLCa2TYTSsIyHHh8HsRS4n0nPBl4PApyFwn4gtYq4ikIRXzUVFtg0pOSHk87q1evdh8+fHhlYzngV65cWfz888/rmssGmrZlnxaLxWxubm7OhQsXsoVCIbdixQoPlmUxfPjwLn369NEVFRVlFRQUZH/44YfXi4uLhQaDgUpMTAx66aWXbhYVFWVlZ2ef/+STT65euHBBDABvvvmmT79+/bR5eXk5BQUF2R999NH15rqGulitzTv5XbRo0bXc3NycRYsWXX/llVf86++3j+eTYP78+TdnzZpVDgCbN292v3r1aq2A37Zt25WoqChTc/VttVoRExNjLCkpEV24cKHFL4AjKoVwTziWg0FrgVDUNsQ7cLtoUzuS15rwZOHxKDi0k8BQZYbVwrS61K0Uj4JIzIdBZwXLAVI5qdra3Py88XzHiut62f3acRwHs4EWiGUC+n7viauP3NA/Rd1o0Zvt27e7ffPNN42uXUtKSgoYNmxY9ZQpUyp9fHxCR48eXf7TTz850zRNbdu27VJkZKRJq9XyXnzxRb/z589LGYah3n777eIJEyZU5eXliZKTkwONRiMPAP79739fHThwYM3evXsd33///Q6enp7WnJwcWUFBQXbdPmNjY/UZGRnSvXv3OgoEAm7+/Pm1Kex69eplBICPP/7YvWvXrvrx48dX2/d169bN1K1bNxMAlJaWCgcNGlS7z141lWVZzJgxw/eXX35xpiiKe+ONN0qmTp1aWbf/sLAw1bp16wqjo6NNABATE6NcsWJFUXh4uKmh61y1apXbDz/84Gw2m3kGg4F34sSJZq8UOnjwYN348ePFgM2rP27cuFu//vqr07Rp08rc3d2Z9957z9tisVD+/v7mb775ptDZ2Zk9fPiwbM6cOX4Gg4EnEom4I0eO5InFYi4lJcU/IyNDxufz8dFHHxUlJibqVq1a5bZ37952RqORd/XqVfGQIUOqPvvss2sA8O9//9vt448/7uDh4WHt3LmzSSQSccCfVWUDAwMtWVlZspSUlE4SiYRNT08/369fP8Xy5cuL+vTpY1i7dq3rihUr2nMcRw0YMKBqzZo11wHbE4kXX3yxbP/+/c4SiYTdu3fvxY4dO9LFxcWCKVOm+F+/fl0EAP/617+uDho0qGbevHneJSUlwqtXr4pcXV3pPXv2XB4yZEjVV1995bJo0aIWXdm27SgzQpOxmGgwDNtmQkkYmoVAxINQ3LrEEuHphMejIGsnhkDAg9XS+urb2Qo+8WGuoWHQmm1rSwhPHLOBFmhvmSRmA/3QDjyTyUQVFRWJlUplkx61uLu70zk5Oef/9re/3VyyZIkXALz11lsdEhIStFlZWefT0tLyFixY4KvVanne3t50Wlpafk5Ozvlt27Zdmjt3rp/9PBkZGQ7Lli27Xl+8W61W/PTTT06hoaHGjIwMaXh4eIPFe7KzsyWRkZH3LOwzc+bMsldffTWge/fuijfffLO9PZxj48aN7TIzM6Xnz5/P/vnnn/MXLlzoe+XKFWHdY5OSkiq2bNniCgBXrlwRlpWVCePi4gz3uk4AOHPmjHzr1q2XH4d4B4BvvvmmXVBQkNH+WiKRsKdPn85LTEzULV68uMORI0fyc3Jyznft2tXw/vvve5lMJmr8+PGdV65ceTUvLy/n8OHDeXK5nF26dKknAOTn5+d8/fXXl15++eUAg8FAAUBOTo5s586dl86fP5+9e/dul4sXLwqvXLkiXLJkiffx48dz09LS8vPz86X1bZsyZUplSEiIYePGjZdyc3Nz5HJ57RdIYWGh8J133vE5dOhQfk5OTvbZs2cdNm3a1A4AjEYjr2fPnvq8vLycnj176levXu0BANOmTes4b968G1lZWef/97//FUyfPj3Afr6MjAzZTz/9dHHPnj2XAaB79+41x48fb/aQr4eFeOAJDcKyHIxtrGgTQ7NwdJMQTyGhxWDzxItRU22G1UJDKGpdX9l2EW8x0uBYM2TOYvDI061m4X6ecju0haEupJc5B0V7VgtE/IeaVZWWlgocHR2bPLtMTk6uBICYmBjD7t27XQDg0KFDTj/99FO7VatWtQcAs9lMXbx4UeTv72998cUX/XNycqQ8Hg9XrlwR288TFhZWo1KpaicPZrOZp1KpNADQvXt33WuvvXZr+fLlD5x7euDAgZ0LCwslgYGBpv379xckJSVpY2NjM//3v/85//jjj85RUVGazMzM7LS0NMfRo0dXCAQCdOzYke7evbv+6NGjsujo6FoxnJKSUjlgwADFxx9/XLxx40aXxMTEysauEwDi4uK0Xl5eDxU3d6/fr7rbFyxY4Lt06dIOrq6u1v/+97+FdW2+baNDQUGBJCYmRgUAVquVioqK0mdkZEg8PT2t9mqmrq6uLAAcP35c/uqrr5YBQGRkpMnb29uSmZkpAYDY2Fitm5sbAwBdunQxFRQUiMvKygQ9evTQeXt70wDwwgsvVOTn5z9wbPvRo0cd6h4/ZsyYisOHD8snTpxYJRQKubFjx1YDQFRUVM3BgwedAODYsWNOFy5cqJ0o6PV6fmVlJQ8ABg8eXFV3gtChQwf6xo0bQrRwWtevAeGxYTZYAXBt5seWtjAQSvmtqqQ9oW1A8Sg4ONtEvMVMQyRunq/tzMPX4O4rR4fO7Wq3lRRU4dY1PULjfR/q3CKJAFYLA32lCfJ24jbzVK8lIhDxOXWvDlWP4lwODg6sxWJp8pspkUg4ABAIBBxN0xRgC+1JTU29GB4ebq7bdt68ed6enp7WHTt2XGZZFlKpNMq+TyaT3VF4wB4DX3dbaGiocefOnS4N2REcHGxKS0uT218fOHCg4MiRI7LXX3+9toaNl5cXM3369Irp06dXJCQkdNm/f7+c4+4/7wkMDLS2a9eOPnnypPS7775zXbt27ZXGrvPo0aMO9a/nr+Dl5UVXV1ff8UNWUVHBDwwMrO1v0aJF16ZMmVJZ/1hHR0fWbmNsbKzW7pG2c/LkSSlFUXddfGPjYQ+NAQA+n89ZrVYKuPdE40ForD+BQMDxeDz736h7f6Wnp5+vK9TtODg43DHuRqORJ5FIWnxRC/ItSrgLhmFh0lvbjJjlOA4sx0Hq0OLXrBDaKHYRLxTxYTE3TziNu68ch77OQ0lBFQCbeD/0dR7cfeWNH/iACEV8cAwHXSUp+PS04OHhwTAMQ9nDJR6GhIQE7YoVK7xY1nZvHDt2TAoA1dXV/A4dOlj5fD4+/fRTN4ZpmoM6MTFRZ7FYqBUrVrjbtx0+fFj2/fffy6dOnVqenp4u37Jli7N9X01NTa0u2r17t6M9k01lZSXvypUr4sDAQEt8fLwuNTXVlaZpFBcXC37//Xd5XFxcTf2+R44cWbF48eL2Op2OHxMTY2zsOhsiMDCwyRltnJ2dWU9PT+uuXbscAeDGjRv8Q4cOOffr10//oOfo27dvTXp6ujwrK0sMADqdjpeRkSEODw833bhxQ3T48GEZYBsTq9WK2NhY/ebNm10BICMjQ1xSUiIKCwu752LTPn361Jw4ccKxtLSUbzabqf/9738NTrDkcjlTfzJiP/7kyZOOJSUlApqm8e2337r27du30euLjY3V2kN9AOD48eP3HPecnByxUqk03mt/S4EIeMJdmPVWUG2qaBMDCSnaRGjh1Ip4MR8W06MX8R06t0PfZCUOfZ2Hs/uv4NDXeeibrLzDI/+wCER8gAN0FSYwViLinwb69OlTvX///tpZ3uXLl8VeXl5h9n/r1q1rUJzVZ8mSJcU0TVP2NJALFizwAYA5c+aUbd261S08PFyVn58vkUqlTbpxeDwedu/eXfDzzz87dezYMaRLly7B//d//+ft5+dnlcvl3K5duy5+/vnnHr6+vqERERGqRYsWdXjrrbeKAeDUqVOyiIgItUKh0MTExKgnTpx4Kz4+3jBx4sSq4OBgo1qtDu7bt6/i3Xffvebn53fXh3LChAmV33//vetzzz1Xcb/rrE9JSYmA47j7/gibTCZe3fF+5513vL766qvLixcv7qBSqTTx8fHKN998szg4ONh8v3PZ8fb2pteuXVs4duzYTgqFQhMVFaXKzMyUSCQSbsuWLQWzZ8/2UyqVmr59+yoMBgNv/vz5ZQzDUAqFQjNmzJjOa9euLZRKpfd0k/v7+1vffPPN4h49eqhjY2MVYWFhDa5DSElJufXqq6/6q1QqjV6vp+oev3Dhwuvx8fEKtVodHBYWZpgwYUJVY9f0+eefF505c8ZBoVBoOnfuHPzJJ5/cM7Tql19+cRo2bFj1vfa3FKgHeRTUkoiOjubS09OftBlPLYyVhfaWEUIJv00IeJblwNAsnNylbSZciNC64VgONTozrEYGIsmjD6c5u/8Kzv1yDeH9fBE56K4Mc48EhmbBMBzkLuI2tc7mYaAo6jTHcdF1t507d64wPDz8iRY/PHbsmHTZsmXtd+7cefn+rQkPytatW50LCgrECxYsKHvStrQljEYj1aNHD2V6enquUNgywuDPnTvnHh4eHlB/O4mBJ9yBUWcBT8BrE+IdsBVtcnASEfFOaDVQPAoOTmLUwAyzkYb4EYr4koIq5J4sRXg/X+SeLEX7zs6P1ANvhy/ggaI46CtMcHAWQSRtGT+UhKbTu3dv46lTp7Q0TaOxXPCEpjFu3LgW7wF+Grl48aLogw8+uN5SxHtjkE8boRarhYHV0jxevZYIy9gKVIlI0SZCK4OibCKeeoQi3h7zbg+bad/ZuVnCaOzw+BQEFB81VRZwLCB2aPk/mISGmTNnTvmTtoFAeBSEhoaaQ0NDHzjc6ElCgn4JAGwLOY1aS5uKA6etLGSOojbztIHwdEFRFGROYkikApiNDx8Tf+ua/g6xbo+Jv3Xtgde+NRkej4JQzIdBZ4FRb2k0uwSBQCAQ/oS4HgkAbhdtojmIJG0jHpW2shCK+KRoE6FVQ1EUpE627ElmI/NQn9+GUkV26NyuWbzvdaFui3iT3gqO4SB1IpNqAoFAuB9tx91KuCccy8Gos0Igahu3A8dxYGkWEkfyyJ7Q+rGLeLHUlp2mNXqxbQWfBDAZadRUk6qtBAKBcD/ahmIjNIrZSINj21DRJisLsUzQZvLcE55+akW8gxBWM9MqRTwAiCUC0BYGNVVmsETEtwr0ej3VrVs3JU3TyMvLEwUFBd2Vu3zOnDneO3fubPbS9Hw+P8qennHIkCGd7Dncr169Khg2bFinjh07hnTu3Dk4Pj6+S0ZGhhgAMjMzxQkJCV06duwYEhwcrO7evbvihx9+kANAUVGRICEhoYtSqdTYj2us/3td/6PGx8cntKSk5JFFUMybN8974cKFXvW3FxYWCgcPHtwJAPbu3evo6OgYoVarNZ06dQr++9//3uFR9f8wyGSySOBOW48fPy7dtm1bbW7/LVu2OL/11lvtm9uWXr16KW7evPnYhAUR8G0clmFh1FvbTCo3juXAcYBYTrzvhKcLiqIglQtbvYgXigSgGRb6ChMYhuSKb+msXr3affjw4ZWNZaBZuXJl8fPPP69rLhto2rYGxF6J9cKFC9lCoZBbsWKFB8uyGD58eJc+ffroioqKsgoKCrI//PDD68XFxUKDwUAlJiYGvfTSSzeLioqysrOzz3/yySdXL1y4IAaAN99806dfv37avLy8nIKCguyPPvroenNdQ12sVuvj6Oa+BAQEWH/88cdL9tfR0dH68+fP5/zxxx/nU1NT3dLS0mR12z9Ju+vamp6eLvv+++9rBfz48eOrFy9eXNpcfbMsC4ZhMG7cuPLly5ffM7/8o4YI+DaOqcYKirLFobYFrFYGUgcB+KSUO+EpxC7iJXIhLKZWLOKFfHAcB105KfjU0tm+fbvb6NGjqxprk5SUFLB+/XoXwOY9njt3rrdGo1ErFArN2bNnJQCg1Wp5o0aNCggJCVGr1WrN5s2b2wE2r3ZUVJRSo9GoNRqN+sCBAw6AzSPcvXt3RWJiYqBSqbzL6x0bG6u/ePGieO/evY4CgYCbP3/+Tfu+Xr16GQcPHqxfu3atW9euXfXjx4+vTdnYrVs30+zZs8sBoLS0VNixY0eLfV/37t2NgE2wTZs2zTcoKChYoVBovvjii7uKVYWFhanS09Ml9tcxMTHKtLQ02b2uc9WqVW5Dhgzp1K9fvy5xcXGKBxh6AMCAAQM6BwcHq7t06RK8fPny2mqzqampThqNRq1UKjU9e/ZUALaqrAMGDOisUCg04eHhqpMnT9ZWI83IyJD16NFD4e/vH2KvWnuvJwpOTk5saGioIS8vTzxv3jzvcePG+ffu3TvohRdeCCwuLhY888wznUNCQtQhISHq/fv3OwBAdXU1b+TIkQEKhUKjUCg0GzZsaAcAa9eudVUoFJqgoKDgGTNm1Ba1kslkka+++qqPUqnUhIeHq4qKigQAkJubK4qIiFCFhISoX3vtNW97e7utJpOJ+vDDD7337NnjolKpNF988YXLqlWr3FJSUvwAID8/X9SzZ0+FQqHQ9OzZU3HhwgURYLtHJ0+e3DEyMlLl6+sbar9fAeCf//ynV0hIiFqhUGjmzp3rbe+vU6dOwRMmTPALDg7WFBQUiMaOHVv13XffuT3oe/ewkEWsbRiGZmE20G1mISfLcrZYWxnxvhOeXmwi3raw1aizQtRKi7IJhHwwNAtdhQlyVzEJebsPP61Z2fFW0RXZ/dpxLAuToUYgkTnQFK9xR4Z7R3/DMzPmFN1rv8lkooqKisRKpdJyrzYNntfdnc7JyTm/ZMkSjyVLlnht27btyltvvdUhISFB++233xbeunWLHx0drR4+fLjW29ubTktLy5fJZFxmZqZ43LhxnbKyss4DQEZGhsPZs2ezVSrVHf1brVb89NNPToMGDdJmZGRIw8PDG6z0mZ2dLYmMjGxwHwDMnDmzbPLkyZ3WrFlj6Nu3r3bGjBnlAQEB1o0bN7bLzMyUnj9/PrukpEQQExOjHjRo0B3pmpKSkiq2bNniGh0dXXzlyhVhWVmZMC4uzjBr1iyfhq4TAM6cOSPPyMjI9vLyYh50LLds2VLo5eXF6PV6KjIyUjNhwoRKlmWpWbNmBRw6dChXpVJZbty4wQeA+fPne4eHhxsOHjxYsHv3bsdJkyYF5ubm5gDA+fPnpadPnz6v0+n4kZGRmqSkpHvmoS8tLeWfPXvW4Z133inOycmRZmRkyE6ePJkrl8u5xMTEwHnz5t145pln9BcuXBA988wzQZcuXcr+xz/+0cHJyYnJz8/PAYCbN2/yCwsLhe+8847P6dOnz3t4eNBxcXGKTZs2tZs4cWKV0Wjk9ezZU7969err06dP9129erXHRx99VPLKK6/4vfTSSzdnzZpV/uGHH97l7ZZIJNz/+3//rzg9Pd1h48aNVwHb5Mi+f/r06X7Jycnlr776avnKlSvdZsyY0fHgwYMFAHDjxg1henp67h9//CEZMWJElylTplR+9913ThcvXpRkZGSc5zgOAwYM6PLDDz/IO3XqZCksLJR88cUXhZs3b75qP7/FYqFKS0v57du3f+D38K9C3JBtGKPeAh6fapU/7n8F2sJC6ihsM7H+hLaNVC6C1LF1e+L5Ah74Agq6chOs5mb/PWwTmAw1guobpRKToeahHXilpaUCR0fHJucwTU5OrgSAmJgYQ1FRkRgADh065PTxxx93UKlUmtjYWKXZbKYuXrwoslgsVHJycoBCodCMGjWqc0FBQa1XOywsrKaueDebzTyVSqUJDQ3V+Pr6Wl577bUmVakdOHBg56CgoOBBgwZ1BoCkpCTtxYsXM6dMmXIrLy9PGhUVpSkuLhakpaU5jh49ukIgEKBjx4509+7d9UePHr1j8pSSklK5e/duFwDYuHGjS2JiYmVj1wkAcXFx2qaIdwBYunSpl1Kp1ERFRalLS0uF2dnZkkOHDjnExMTo7GNjP+fvv//u+OKLL5YDwPDhw3VVVVWC8vJyPgAMGTKkSi6Xcx06dKB79uypTUtLc6jfV3p6ulytVmv69++veO2110qjo6NNADB48OAquVzOAcCxY8ecXnvtNT+VSqVJTEzsotfr+ZWVlbwjR444zZ07t7aqrIeHB3P06FGHHj166Ly9vWmhUIgxY8ZUHD58WA4AQqGQGzt2bDUAREVF1Vy5ckUE2CY5U6dOrQCAadOmNbn+wNmzZx1efvnlCgCYMWNGxenTp+X2fcOHD6/i8/mIiooylZeXCwHgxx9/dDpy5IiTRqPR3Pa0S3JzcyUA0KFDB0v//v1r6p7fzc2Nvnr1qqipdv0ViAe+jUJbGFhMzCOt4tiSYWgWfAHVZopUEQiATcRTgG2di7h1euJ5fB4EFAV9hQmydiKISdXWBmnMU14X2mKmco+nOat6xVULROKHmtk5ODiwFoulyY5AiUTCAYBAIOBomqYAW3aw1NTUi+Hh4XcU0Zk3b563p6endceOHZdZloVUKo2y75PJZHfEV9lj4OtuCw0NNe7cufOuEBcACA4ONqWlpdUKuAMHDhQcOXJE9vrrr3e0b/Py8mKmT59eMX369IqEhIQu+/fvlz/IhDgwMNDarl07+uTJk9LvvvvOde3atVcau86jR4861L+e+7F3717Hw4cPO6anp+c6OjqyMTExSqPRyOM4rsHPekN2UxTF3f6//va72kZHR+t//fXXi/W3Ozg41NrNcRzS09PP2wV93e31z9nYOAoEAo53+wmRQCCA/T4BAB6P1yweCft9Wdc2juMwZ86ckjfeeOOOyWBeXp6ooffLbDZTTX0f/yrEA98G4TgOBp0FgjZUtImhWZJfmtAmkchFkMpb98JWe8GnmmoLTPomRWsQ6iEQibmQvgOqHla8AzYvKsMwlMFgeOgv1oSEBO2KFSu8WNamfY4dOyYFgOrqan6HDh2sfD4fn376qRvDNO1JTGJios5isVD2uG4AOHz4sOz777+XT506tTw9PV2+ZcuW2gWPNTU1tT+Mu3fvdrRnsqmsrORduXJFHBgYaImPj9elpqa60jSN4uJiwe+//y6Pi4urQT1GjhxZsXjx4vY6nY4fExNjbOw6GyIwMLDRjDZVVVV8Z2dnxtHRkT179qzk3LlzDrf7qDl58qRjbm6uCLDFvgNAjx49dOvXr3cDbOLfxcWFdnV1ZQHghx9+aGcwGKjS0lL+iRMnHGNjY++6ngchNjZWu3TpUk/76+PHj0sBoG/fvtp//etftdtv3rzJ79OnT83JkycdS0pKBDRN49tvv3Xt27dvo5Xjunbtqv/iiy9cAeCLL75oMN7cycmJ0ev1DQqcyMjImi+//NIFsMXfR0dHN9rfkCFDtJs2bXKvrq7mAcDly5eF169fb9ATyLIsbt68KVQqlY+lkmvbUXCEWqxmBoyVbTNVV2krA6GY32Yy7RAI9ZHIRZA6imwivpWmZ6R4FERiPgw6Kww6UrW1pdCnT5/q/fv313qxL1++LPby8gqz/1u3bl2D3u/6LFmypJimacqeBnLBggU+ADBnzpyyrVu3uoWHh6vy8/MlUqm0Sd5NHo+H3bt3F/z8889OHTt2DOnSpUvw//3f/3n7+flZ5XI5t2vXrouff/65h6+vb2hERIRq0aJFHd56661iADh16pQsIiJCrVAoNDExMeqJEyfeio+PN0ycOLEqODjYqFarg/v27at49913r/n5+d0VSjRhwoTK77//3vW5556ruN911qekpETAcVyDEyOapimJRMImJSVV0zRNKRQKzVtvveUdHh5eAwDe3t70qlWrCkeMGNFFqVRqRowY0QkAli5dWnzmzBmZQqHQvP322z4bNmy4bD9nZGRkTf/+/YO6d++ufv3110sCAgL+UkqZzz//vOjMmTMOCoVC07lz5+BPPvnEAwA+/PDDkqqqKn5QUFCwUqnU7Nu3z9Hf39+6cOHC6/Hx8Qq1Wh0cFhZmmDBhQlVj5//000+vfv75554hISHq6urqBn/UhwwZosvPz5faF7HW3bdmzZqrmzZtclcoFJqtW7e6ffrpp40+uXrhhRe0o0aNqujWrZtKoVBoRowY0bmqqqrBfo8ePSqLjIysEQofz1NCqrV9CUZHR3Pp6elP2oxWC8dy0JabwONR4PGffm80x3Gwmhk4uUnBF7aNCQuBcC9MNVYYtBaIxPxWm3nK9plmIZTy4OAobrXX0VQoijrNcVx03W3nzp0rDA8Pb1Kc96Pm2LFj0mXLlrXfuXPn5fu3JjwoW7dudS4oKBAvWLCgrO724uJiQUREhKasrCzjSdlGaJgpU6Z0fP7556uee+65R5oy9dy5c+7h4eEB9beTgOA2hsVEg2FYCIRt4623F20i4p1AACQOQlAAanQWiEStU8TbqrbyYTHSqGHNkDmLycL0J0jv3r2Np06d0tI0jcZywROaxrhx4+7KArNlyxbnBQsW+C5cuPCx5KMnNI2QkBDjoxbvjUE88G0IluWgvWkEX8hrEz94HMvBamXh7C4Bj+R9JxBqMRusqNG2XhFvx2phwONTkLcTP/Wf8ZbqgScQCM3LvTzwT/c3HuEOzAYrQHFtQrwDth93qVz41P+wEwhNRSwTwsFZBIuZbrUx8QAgFPHBMRx0FWYwNCn4RCAQ2g5E2bQRGIaFqcbaZoqhsAwHikdBLCWPdAmEhhBLhXBoJ4bVzIBtxSJecHtxuq7CBNpKcsUTCIS2ARHwbQST3goe1YaKNlkZyByFrTo8gEBobmwiXgS6tYv422GBugozrBYi4gkEwtMPEfBtANrKwGKgaz1VTzsMzYIv5EFIijYRCPdFZBfxltYt4vkCHgQCHvQVJliMfykDHoFAILQaiIBvA5h0VvDaSM53AKBpFjJHUrSJQHhQRFJbTHxrF/E8PgWBiA99lRmmGiLiHwd6vZ7q1q2bkqZp5OXliYKCgu4qPjRnzhzvnTt3Oja3LXw+P8qeX33IkCGd7EWYrl69Khg2bFinjh07hnTu3Dk4Pj6+S0ZGhhgAMjMzxQkJCV06duwYEhwcrO7evbvihx9+kANAUVGRICEhoYtSqdTYj2us/3tdP6Fh5s2b571w4UIv4M575L333vO0v3cAEB8f3+XWrVvN6oGUyWSRgC1NZ1xcXFBz9vWoaDuqro1itTCwWhgImjmNYubhaygpqLpjW0lBFTIPX2vWfutDWxiIJPw287SBQHhUiG7HxNMWBizTikU8j4JILIBRZ4FRTwo+NTerV692Hz58eGVjKSRXrlxZ/Pzzzzdbej2attVQEovFbG5ubs6FCxeyhUIht2LFCg+WZTF8+PAuffr00RUVFWUVFBRkf/jhh9eLi4uFBoOBSkxMDHrppZduFhUVZWVnZ5//5JNPrl64cEEMAG+++aZPv379tHl5eTkFBQXZH3300WNJ32i1PpnJp30cnwR175G1a9d61a2kevjw4Yvu7u6PJTbO29ub9vLysu7fv9/hcfT3MBAB/xTDcRwMWkuzi3cAcPeV49DXebUivqSgCoe+zoO7r7zxAx8hHMeBZTlI5aLH1ieB8DQhkgggd5GAoVmYTXSrzexC8SgIxXyY9FYYtUTENyfbt293Gz16dFVjbZKSkgLWr1/vAgA+Pj6hc+fO9dZoNGqFQqE5e/asBAC0Wi1v1KhRASEhIWq1Wq3ZvHlzO8Dm1Y6KilJqNBq1RqNRHzhwwAEA9u7d69i9e3dFYmJioFKpvMvrHRsbq7948aJ47969jgKBgJs/f/5N+75evXoZBw8erF+7dq1b165d9ePHj6/Nud6tWzfT7NmzywGgtLRU2LFjR4t9X/fu3Y0AwLIspk2b5hsUFBSsUCjuqvYJAGFhYar09HSJ/XVMTIwyLS1Ndq/rXLVqlduQIUM69evXr0tcXJyisfG0e4sBYP369S5JSUkB9nGePHlyx8jISJWvr2+ofcz37t3rGB0drRw4cGDnzp07BycnJ/sxDFN7rjlz5niHhYWpfv75Z/mnn37qGhoaqlapVJrk5GR/u6hPTU110mg0aqVSqenZs6cCAG7cuMEfMGBAZ4VCoQkPD1edPHlSCtg866NGjQqIiYlR+vr6hi5atMjTbu+bb77ZPiAgIKRXr14K+0Sp7j2yaNEiz7KyMmF8fLyie/fuCvs9U1JSIgCAd955xysoKCg4KCgo+L333vO03yOdOnUKHjt2rH+XLl2Ce/fuHaTX6ykAyM7OFsfFxQUFBwero6KilPb7LTc3VxQREaEKCQlRv/baa951x/f555+v2rhxo1tj70FLgAQJP8VYTDRYmoNA0vze6A6d26FvshKHvs6Dqnt75J4sRd9kJTp0btfsfduhrQwkciH4bShciEB41AjFfDh5SEFbGJgNVlhMNCgewOfzW1X1ZlvBJwFMRhosy8HB+emu2lqRmt/RWloju187juPAGWkBJRXQ9wszFLZ3MLiOVNyz1LzJZKKKiorESqXScq82DeHu7k7n5OScX7JkiceSJUu8tm3bduWtt97qkJCQoP32228Lb926xY+OjlYPHz5c6+3tTaelpeXLZDIuMzNTPG7cuE5ZWVnnASAjI8Ph7Nmz2SqV6o7+rVYrfvrpJ6dBgwZpMzIypOHh4YaG7MjOzpZERkY2uA8AZs6cWTZ58uROa9asMfTt21c7Y8aM8oCAAOvGjRvbZWZmSs+fP59dUlIiiImJUQ8aNEhf99ikpKSKLVu2uEZHRxdfuXJFWFZWJoyLizPMmjXLp6HrBIAzZ87IMzIysr28vP6yt/nGjRvC9PT03D/++EMyYsSILlOmTKkEgMzMTIezZ89mKRQKS58+fYI2btzoMmXKlEqj0cgLCQkxrly5svjMmTOSpUuXtk9PT88Vi8XchAkT/D777DO3F154oXrWrFkBhw4dylWpVJYbN27wAWD+/Pne4eHhhoMHDxbs3r3bcdKkSYG5ubk5AHDx4kXJ8ePH86qqqvhqtTrkjTfeuPn7779L//e//7lmZmbmWK1WREREaOqP/4IFC8rWrFnjdfjw4fwOHTrc8UggLS1N9vXXX7udPn36PMdxiIqKUvfv31/n7u7OXL16VbJ58+ZLvXr1ujJ06NBOGzdudHnllVcqXnrpJf/PP//8SmhoqPmXX35xmDFjht+JEyfyX3nlFb+XXnrp5qxZs8o//PBDj7r99O7du+a99967Q9S3RIjSeUrhWA5GnRUC0eN7izt0bgdV9/Y498s1qLq3f6zinWM5gKMglgkfW58EwtMKj2cTv46uUjh5SCFxEIHlOFjMNKwWplXljhdLBKCtDGqqzK06vv9RwRlpAVNhlnBG+qEdeKWlpQJHR8cmx10kJydXAkBMTIyhqKhIDACHDh1y+vjjjzuoVCpNbGys0mw2UxcvXhRZLBYqOTk5QKFQaEaNGtW5oKCg1qsdFhZWU1e8m81mnkql0oSGhmp8fX0tr732WpOKXA0cOLBzUFBQ8KBBgzoDQFJSkvbixYuZU6ZMuZWXlyeNiorSFBcXC9LS0hxHjx5dIRAI0LFjR7p79+76o0eP3jF5SklJqdy9e7cLAGzcuNElMTGxsrHrBIC4uDjtw4h3ABg+fHgVn89HVFSUqby8vPYHMTQ0tEaj0VgEAgFGjx5dkZaWJgdsE/PJkydXAsCPP/7omJWVJQsPD1erVCrN0aNHnS5duiQ+dOiQQ0xMjM4+1nYbf//9d8cXX3yx/Ha/uqqqKkF5eTkfAAYNGlQllUq5Dh060K6urtZr164Jfv31V/nQoUOrHB0dWVdXV3bQoEFVTbm2Q4cOyYcOHVrl5OTEOjs7s88++2zlr7/+6ggAPj4+5l69ehkBIDIy0lBYWCiurq7mnT17Vj5q1KjOKpVK88orr/iXlZUJAdtkaerUqRUAMG3atPK6/Xh7e9NlZWUt/lE+8cA/pZgNVnDc4y3aVFJQhdyTpQjv54vck6Vo39n5sYl4i4WBg5OozRSpIhAeF3w+D3wHHsQyARiahdXMwFxjBccBPD4PfEHLT08rFAlgtTLQV5jg4CIG/yks7taYp7wunJWhDOduOcvC3aspIf+hZjQODg6sxWJp8mBKJBIOAAQCAUfTNAXYngykpqZeDA8PN9dtO2/ePG9PT0/rjh07LrMsC6lUGmXfJ5PJ7ojxssfA190WGhpq3Llz510hLgAQHBxssgtZADhw4EDBkSNHZK+//npH+zYvLy9m+vTpFdOnT69ISEjosn//fvmDhGQFBgZa27VrR588eVL63Xffua5du/ZKY9d59OhRh/rXcy/qft6MRuMdHz772Nr7auiYuq9FIhFrX7/AcRw1atSo8v/85z93xPpv2bLFuaHPeEPjQFEUBwBisbh2J5/Ph/19fpjvisbGXSQS1e2PMxqNPIZh4OjoSNe/J+zweLwGT2gwGCixWNzi4wefvm8xAliGhbGGhvAxFm2yx7z3TVYicpB/bThN/YWtzQHLsODzeRCRtJEEQrNBURQEQj6kchGcPWSQu0ogEPJgtbCwtIJ4eaGQD47joCs3gbG2bFubE0rI5xyivaoeVrwDgIeHB8MwDGUwGB56BpeQkKBdsWKFF8va3ptjx45JAaC6uprfoUMHK5/Px6effupmj91+UBITE3UWi4VasWKFu33b4cOHZd9//7186tSp5enp6fItW7Y42/fV1NTU6qLdu3c72rOhVFZW8q5cuSIODAy0xMfH61JTU11pmkZxcbHg999/l8fFxdXU73vkyJEVixcvbq/T6fgxMTHGxq6zIQIDAxvMaOPm5mY9c+aMhGEY7Nq1q8HJSX0yMzMdcnNzRQzDIDU11TUuLu6uRcWDBw/W7t271+X69esCwBbjnp+fL0pISKg5efKkY25ursi+HQB69OihW79+vRtgi7N3cXGhXV1d7/nh6tevn/77779vp9frqcrKSt6BAwfaNdTOwcGBqa6uvkuf9uvXT79v3752Op2Op9Vqefv27XNJSEi45+JoV1dX1tfX17Ju3ToXwLZ24bfffpMCQNeuXfVffPGFKwB88cUXd8S7Z2VlSRQKhfFe520pEAH/FGKqsYKi8FjjPW9d098R826Pib91Td/4gY8Aq4WFzEn0VMe3EggtCYpHQSjiw6GdGM4eUjg4i0DxbOturBa6xWaxEQj5tws+mUCTgk+PhD59+lTv37+/1ot9+fJlsZeXV5j9n1083Y8lS5YU0zRN2dNALliwwAcA5syZU7Z161a38PBwVX5+vkQqlTZp9sXj8bB79+6Cn3/+2aljx44hXbp0Cf6///s/bz8/P6tcLud27dp18fPPP/fw9fUNjYiIUC1atKjDW2+9VQwAp06dkkVERKgVCoUmJiZGPXHixFvx8fGGiRMnVgUHBxvVanVw3759Fe++++41Pz+/u0KJJkyYUPn999+7PvfccxX3u876lJSUCDiOa/BH7d13373+3HPPdenZs6fSy8vrgVLWRERE6P/+97/7KhSKYD8/P/PEiROr6reJiooyLViw4Hr//v0VCoVC069fP0VRUZHQ29ubXrVqVeGIESO6KJVKzYgRIzoBwNKlS4vPnDkjUygUmrfffttnw4YNlxuzITY21jBixIiKkJCQ4GHDhnWOiYlpUCBMmjTp1pAhQ4Lsi1jrHp+cnFzetWtXdVRUlHrixIk3e/fu3ajQ3rp166X169e7K5VKTVBQUPCOHTvaAcCnn3569fPPP/cMCQlRV1dX3+HtPHDggOPgwYOrGzxhC4Jqbavzo6OjufT09CdtRouFsbLQlhshFPNb/GPtRwFDs6B4gNxF0iaul0BoyTAMC6uJgdlIg2VYm9dewGtxk2uWYUFbWTi0E7eaJ3cURZ3mOC667rZz584VhoeHNynO+1Fz7Ngx6bJly9rv3LmzUfFGaBpbt251LigoEC9YsKDsYc+1d+9exxUrVnj9+uuvFx+FbU870dHRyh9++OGih4dHi5jlnzt3zj08PDyg/vbW8c1FeGCMegt4/JYfk/qoYKwsHN1buXhnWcBaAxgqba8dvQCBuPFjCIQWSGuJl+fxeRBQFGoqzeDacRBLyeL3v0rv3r2Np06d0tI0jcZywROaxrhx41q8B/hppLi4WPDaa6/daCnivTGIB/4pgrYw0FaYIG4lHqWHhbYw4It5kDtL7t+4JUKbAbMeMFYCHAcIRAAHgDUDMg9A2g5oAWKHQHgYOJYDTbMwG6ywmlmA48AX8FpEuleO5WCxMJDJhZC08PoRLdUDTyAQmhfigX/KqS3a1AJ+FB8H9qJN8hb+o3sXLAtYDTbRTpsAigcIpbb/7XACwHDL5pWXewF84h0ktF7s8fJCER8sy8FqpmEx0n/mlxfwn1j2KIpHQSTmw6CzguUAqVzYIp4QEAgEwv0gAv4pwXo7C0Rried8WGqLNrWWdHANedtF96hSS/Fs+6wmoLLQJuLFjsQbT2j18HgUxFIhxFLhnyE2Bhq0lQGPosB/AvHytoJPfJhraLAsCwfHVlXwiWVZlrpXOjwCgdC6YVmWAtDgwu22ofaecjiWg1FPQ/AY00Y+SWzFWFpB0aYH8bY3hlACsAygK7WJf7knwCcfWcLTgT2Mxh4vbzHaPPMcR4HHpx5rvLxdxFtMNGpYM2TO4tZSUyLr5s2bGg8Pj2oi4gmEpwuWZambN286A8hqaD9RA08BltsZHwTCtvF20hYWMmdhy/2BtXvbTVU2bztfeG9v+/3g8W3ed6sBqLpy2xv/F89FILRA7Pnl7Tnmn2S8vEgsgNXCQF9pgrydGLwW/oSPpumXSktLvywtLQ0BSQtNIDxtsACyaJp+qaGdbUPxPcWwLAej3gqhqI143xkWPAHV8kKF6nrbrUab8BZIHtzbfj+EMoClAW0xIGkHOLjZ+iAQniJaQry8UMQHbWGgqzBD7iJuEYtt70VUVFQZgOFP2g4CgfD4aWEqiNBUzAYrQHGtKWbzoaCtLOSuLShtZEPedrFj8/TFE9jObdEBFj3g2B4QyZqnLwLhCfMk4+UFIj5oKwtdhQlyF3GbCU8kEAitByLgWzEMzcKkt0Iobhs/LrSVrfXOPVGa29t+P4QygLEC1dcAmSsgdQV4LddLSCA8LE8iXl4g5IGh2VpP/BP/3iEQCIQ6EAHfijHWWMDjtYzCKM0Nx3FgGRbydtInZwRtAcy62952FuCLms/bfj/4QptH3lhlewLg2N626JVAeIq5K17eysJstMJqstVcEQh5jzRunS/ggaI46CtMcHAWQUQKPhEIhBYCEfCtFNrKwGpgIJK2jbeQtrIQSwXgCx+zp/lJe9sbg6IAkQPAWGwLXB08SfEnQpuB4lEQivkQivlgGRZWCwNzjT1e3hZi8yji5Xl8CgKKD32VGTIWkDgQEU8gEJ48bUP9PYWYdNbHL2afEBzLgeMAifwx/nC2JG/7/eCLAJ4QqLlls9nRCxCIn7RVBMJjg8fnQSzl3R0vb2HA41HgC3kP9aSSx6MgEgtg1FnAcRwkDqTgE4FAeLIQAd8KsZoZWMwMxG3E+261MpA6CJs/pRvLArQRMFS0PG/7/aAoW3pJ2gxUXQUcPACJM/HGE9ocDcbLmxhw7G1v+l90fNg9/ia9FRzDQeokIiKeQCA8MdqGAnyK4DgOBp0FQlErEJWPAJbhQFHNXLSpNXnb74dADHBCoOamLVON3MsWL08gtDHujJfnauPlLSYawF+Ll7cVfBLAZKTBshwcnFtV1VYCgfAUQQR8K8NiosHSHASStpERgbbaijY98h/J+t72plZJbclQPFvhKKsJqCy0iXiJ05O2ikB4YjQaL0/ZQmyaEi8vlghgtdCoqTJD5ixq8QWfCATC0wcR8K0IluVg1FkhaCPed4ZmwX/URZueJm/7/RBKAJYBdKW2hbgyd4BPPvKEts1d8fImGmYj0+R4eaHIVrVVV3m74BMR8QQC4THSrN84FEUNpigqj6KoixRF/eMebfpSFPUHRVHZFEUdbk57WjsWgxUcxzV7JcKWAsOwkD2KOFOWBSw1QFWRzSNtrLTFtovkNgH/NMPj3y7+VGPLVGOpedIWEQgtBr6AB4lcBCd3CRxdJRBK+KAtLCwmBgzN3vd4oYgPcICu3ATGev/2BAKB8KhoNnccRVF8AP8BMBDANQCnKIrazXFcTp027QB8CmAwx3FXKYrybC57Wjssw8JYQ0PYRioC0lYGQhEfgocpnkJbbHHgxkqbt533FHvb74dQBrA0UH0dkLQDHNxs4p5AINji5W9/39TGyxtux8tTgEBw73j5Pws+3a7aSgo+EQiEx0BzPk+PAXCR47hLAEBR1DcAngOQU6dNMoDvOI67CgAcx5U1oz2tGpPeCopCm1gwZSvaxEHu8he84/bYdmMlYDG0yNh2Dra0mCzHgb39P2C7boqiIBE0kwDgCW5747WAteZ28acnWBiLQGiB3DNe3ng7v3wD8fJ8AQ/ZaUVwaS9Dp0jP2rC/a3mVKCvUousz/k/iUggEwlNMcwp4HwBFdV5fA9C9XhsFACFFUYcAOAL4N8dxG+ufiKKolwG8DAB+fn7NYmxLhrGyMBtpCMVtw7NDW1mIHYTgC5oguh+zt72+CLe/5uyinOXAcADDsqBZDixbdzt7R1iQXbjb/gZkIgHayYQQNVdMrdABYKy2kCKZGyB1AXgtZ4JDILQUmhIv7+HniENb8gAOCIzwwM0iPX76IgvPTA15wldBIBCeRppTwDfkKuYa6D8KQH8AUgC/URR1guO4/DsO4rjPAXwOANHR0fXP8dRj1FvA41NtIucwZ1PDkMge4Nas9bZX2WK7/4K33SbAOXC3/7aLcI4DmDoinLW/tovxOrcyx92Zbp2DbXEJj6Jub6fAowA+j4KQT8EWXXZvzFYGJVU0HKVCOEkEEDSHuOYLbR55YxVg1tuKPwklj74fAuEpgS/ggS8XQezAgbGysJhoWIwMOA7gCyh0+P/svXecXGd59v99Tpk+O7NNWvXebNmSLffeu3GjBQL8EggvJAHeJG9CaIFAgJACaYSShIQQCM3dGNwbuMhWs1VtSZZktV1tn3ba8zy/P87salZbtJJ25ZV1vnz0kXZ2zpnnzM7i67nPdV/3vDyXvXcRT/5wC607Cmxd3ca1v7eU6Yvq3+ylR0REvAUZTwG/G5hR8/V0YO8Qz2nXWpeAkhDiaWAZ8CoRAASexPcksfjJkR7ie5Jk9jCxbIEXCvZKF2iJEjY6lgnFuNJoLQeJcKVUVYyHIlxrjaxaV9AM2G5qNAKBIBThEHpk+0S4ZYr+x8eDuG2itabk+BQcn3wyRjZhjf1rCgGxFEgvbHBNT4JkPhr+FBExAkP65Us+nhvQOD3DonMn8/ITezjzupmReI+IiBg3xlMVvggsEELMAfYA7yb0vNdyL/AvQggLiBFabL4xjms6odBaU+71Top4Mq01QaCRALbA8WW/RUUqFQpwt4wsd6O9IkqYSBFDItAECIKD5+KgHhcQinExUIQLIYhPYKEqhCARs1Ba013x6K34NKRtUnGrurUYQ8wYGDaU2sOIzWwLWG/xdJ6IiDHgUL/8zvUdbHmhlaWXTGPjr/cxY0ljJOIjIiLGhcMKeCHEhcAXgFnV5wtAa63njnSc1joQQvwh8BBgAt/TWm8QQnyk+v1va603CSF+BbwMKODftdbrj+WC3kr4ToAM1NjmoB8HfKn6bSlURbgGAqlQShMoUITV8r6KOEDgSuJZm54efVCiSg/DL2G6vQgkwowh7AxCgD3BRfiRoKTErVRAKxLpDKJqmzGEIBWzCJSiregRdwLqUzGSY51GJATEMxC4YdRmdjLE66JqfETEKNm7tYfHf7CZ6/7PaUyZl2Pemc39HvhIxEdERIw1QuuRLeVCiM3AHwGrICyQAmitO8Z3aUNz1lln6ZdeeunNeOnjilaanvYKpmlgmCeOiOoqufRWgiE7IPo84YYQIOj/twBUoBEGpPLx8NCgjKj0IIIyCBOs+IRKkhkr+oS7Vy4hEGitMW2bVC6HYQ4W6b5UuIEkHbPIpWziQzznmNHV3PxYGjKTQr98RETEiKx+aCeTZtcNEOtjmUIjhFiltT7rmE8UERHxlmA0Av4FrfWh6TFvGieLgHdKPpWCd0JV3wuOR3vRI30UNg/fDUjXmVi6jOH0oHUQWjveooOWlJS45RJ+pQKAGTs4sEr64cCuVC6PFRv6+l1fEihFNmGTS9rj0+jqh3cEwmr8SZqfHxExQYgEfERERC2jUYdPCCH+FrgLcPse1FqvHrdVneQoqXCKfjjl7wTB8SUdRe8oPNoaWSkRk0XssgfCRFtxEG/NRBQZBHjlMp5TQQjRL9zN0j5Su59BC5PivJtRmBS7OklmssRSqUEJRHHbJKYNyq6k6AbkkzEyCQtzLC0vdhKUhN59kChBqgnME2dDGRERERER8VZlNP817qu+1+78NXDF2C8nAsCtWlBOlKFNXqBo7XWIx0yM0Yp35SO8EsLpRXoB8cYkxDLju9A3kUOFuxWLIdAk9r9Adus9JPc+jyDsFUgcWEfHuZ9BxGI4xSJSBiQz2X5ffB9ho6s5oNG1Pm0f1R2QYTHMsPrul8OkmmxLaK2JiIiIiIiIeNM4rIDXWl9+PBYSESKDavX9BBnaFEhFW8HBNg2sw3rUNQQOwulBBBUEBr6yiNUlMGNvzcquDHzcchm/4iCMULibXg+ZzQ+S2XYfdmkfMtFA7ym/TXnKedSv+zbp3U8R63qNzhWfwJlyHr7jIv2AVC6HaQ1+n/oaXaXStBc9eioBDekxbnS1kqAC6NkDiTykG0NxHxEREREREXHcGY0HPgd8Hrik+tBTwBe11j3jvLYheat74Is9DtJVWCeAfUYpTVvRwQ80iZHEYrXabriFGm+7jVYaGWjS9fag0eQnOtL3ccolAsfFMA1MyyLWsYHs1ntIv/EUQnk4zcspzL+F8rSLBzSKJlpX07DqG9iFXZSmX0rXGX+IZ9ejtCKdqx/WF99HIBVOIEnaJvlUjIQ1hp8lraGvsTjbEtpsIiIixp3IAx8REVHLaAT8ncB64PvVh94HLNNa3z7OaxuSt7KAD3xJocM5IRpXtdZ0ljyKbkBqyOr54Gq7tmIDqra+q0hkTGKJib9ZGS3S93FKJXzPwTRMLHzSux4lu/VeYt1bUVaK4uxrKc6/BT83Z4QTedRt+Qm5jf8NwqR76e/QM/c2AqlIZjLEUunDTub1AokvNZmERS5pY49lo6v0IXAg1QjJehiPJtqIiIh+IgEfERFRy2gE/Fqt9fLDPXa8eKsKeK01xS4HrcKR3ROdnopHV9knfah41xLhFTGc3gHV9kNRMpyGms7bhxWiJwKB54WpMq6LaZrEK3vIbr2XzI6HMPwSXm4ehfm3Upp1FdpOjfq8VnEv9av/kdS+5/Fy8+hY8UeUsguwk0kSmSzGYYSz1hrXV0g0uWSMurFsdNU69MabsTCpxoqPzXkjIiIGEQn4iIiIWkZT6q0IIS7SWv8a+gc7VcZ3WScfgafwXUU8OfGr72XPp7Pkkx7k01eIUhtG4IZJMsbwgk4GmlSddcKL98DzcEtFAs/HEIr8gefJbr2HRNtatGFTmnEZxXm34DYtPaqhSEFmKgcu/muSe56hYfU/MeXxP6Qw50bal/wupRF88X30NbpqrSlUPIoVn3wqbHQ1jvW9FyJsaA28sME11QzJfDT8KSIiIiIiYpwZjVr8KPD9qhdeAJ3A/zeeizrZ0EpTLnjYsYlfeXcCyYGCRzJmHpJ0ohGlAxiBh46NXGGWgca0DawT4HqHQmuN9P2qcPewvS6adj5IZvsDWE4nQaqFrtM/THHODajEGExgFILK9EvYO/kschu+T92rPyO159d0nvZ79Ey/ilS+ATs+cvVbCEGy2ujaUXbpqfg0ZmIk7EN/jkeBFQNtQbkDvCJkJoePRURERERERIwLh7XQ9D9RiDoArXXvuK7oMLwVLTRu2afU6xGf4N53Xyr29ziYpjjET60RlY6wSXUUEYO+o0jXWyeEVagWrTWB5+EUi6jAJd3xMrnXHyC591nQisqUcynOv5VKyznjmtBid2+jYdU3SLS/gtO4lNbT/gBz2umj8sX30dfomrBM6tNj2OgauCC96vCnuqgaHxExRkQWmoiIiFqGFfBCiN/WWv+PEOKPh/q+1vrr47qyYXirCXilNL3tFUzLmNBJLEpp9hcclNLEDxF7otKF4XSh44fPcQ98hRUzSGYm9malllrhrsud5Pc8Rt32+7GLu5HxHMU5N1Kc9zaCzJTjuChF+vVfUb/u2xh+ge65t9F7+odINLYc1hdfixcofKlIx8NG15g5BpsqrcArhbn+meYheyAiIiKOjEjAR0RE1DKSiuorpQ41Q310ZfuIw+KWfbTWE1q8a63pKHkEgSJ5SNOqcHsQbteoKu9aa7SCePLESJ2pFe72gY0073qA9BuPY0gPp3EpPad+gNKMS8F8E5o3hUFp7g1Upl1I/uXvUr/tTrJ7nqJj+R8gl9yEaY/OwhKzDGKWgetL9rkBdakxaHQVRnX4UwW6dlar8UP930hERERERETE0TCaFJoLtda/Odxjx4u3UgVeSkXvgQp23JzQzZxdZY+esk86foh494qIchvYqVC0HQbfVcTTxoRv1NVa47subvcB0m88QX7HA8S7tqDMBKVZV1OYfwt+/YI3e5kDiLWvp3HVN4h1b6U0+WwKF3wKs3neEZ1Da43jSwDyyRiZxBg0uioZJtUk6iDdHA1/iog4SqIKfERERC2jEfCrtdZnHu6x48VbScCXe1w8V2JP4KFNRdfnQMElHbcGNjsGZYxCK8SSoxLvJ8LQJq0UvusiWzeT3XY/dbsexvQLeHWzKM6/leKsa9Cxw9uE3jRUQPa1u8iv/x4oSe+p78c7+8OII4x3VFUhbwpBfcomdejP/mjwy4AIhz8dpsk5IiJiMJGAj4iIqGXYUqgQ4nzgAqD5EB98HTBxFecJgvQVbiXAHhTFOHFwAkl7wR0s4KSDUWwDOz5AvO8v+nz1mX0cKAc0pyzSMZOkJUjaBnEhyKZMMimLlG2QtI2Bf8fCv/sei5niuN2V0ErhV0oY2x6jftu9pA6sRguT8vRLKMy/Fbd52YnRjGlYFBa9k/KMy6lf8y/kX/l3/B0PUbzoMwQzzh/9aYQgFbMIlOJAySPmBDQca6OrnQIVQM/ucPBTqiGqxkdERERERBwlI3kZYkCm+pxaA2sv8PbxXNTJQKXgYZjGhLXOeIGircchbpsYA8S7i1lorU5VPfjxKbiSP314N60lHyfQGAgKnqLiK8q+ohIonGD0rROmYJC4T9b8GbQJiA1+fKhjay0hWimCrt0kNt5J/esPYDvtBMlmupd+kOLcG5HJxjF5L483MtVM+4V/SXHfCzSs+gfqf/kRKnOvpXzBn6JSzaM+j2WEUZ9eEKYPpWIm+VTs6BtdDStsbHV7wrjJbAvYyaM7V0RERERExEnMaCw0s7TWO4/Teg7LW8FC43uSYqdDbILGRkqlae110GhiZk2VVPmYhf1owxiQLOJJxZ8+vJtX2ip87arplHzFBTPS/ULPcxTpvIVhCZw+QV/7t3fI17V/eyM/XvYV6ghaqhOWIGkJLjA38Q79EBepF7GQvBJbzjOZ69iaOYd4zArvHFgGSVtU7yIM/DpV87U1QS1BAEiXug3/Q37L/6LNGKWz/xDnlHcdVfXb9SVSabIJi7qkjXUEaTeD1+WFkZOpxrAifyzniog4CYgsNBEREbWMRsA/ArxDa91d/boe+LHW+trxX95gTnQBr7Wm0OEATMgcdK01bQUXP1DE7RqRpwOM4v4wf6hmSI/Wmi89vY9Htxf43CVTuHpe3YDzyUBjmIJU3fhsVrTWeFL3C/uRRL8s97Kw7Vec0/0LpgS7KYoMj8cu5z7zarapFiq+phKE5/LU6NdgGxwU+EOI/UFfV21FB/8dfj8TE0xKj09Ds9mzi4ZV3yB1YDV+42KKF3+WYNJpR3werTWuL1GEja7ZY2l01Tr0xpuxMKnmCL36EREnE5GAj4iIqGU0An6N1vqMwz12vDjRBbxX8Sn1+MQSE9P/21l0KbgBqQFxkSoU7yoAKzHg+f+26gA/eLmTD69o4rdPH2g50Vrje5pM3sa03rwqtdG2kfj6H5N6/SEM6eDWL6aw4FbKM65ADyMaA9Un5jWVQA0Q9wcfH+LrAc895OtRWIjm11t87uIGZtePfXa6VorE64/StP7bmE4nzpK3Uzrn4+h43eEPPoS+RlcDQX3aHtzkfCQEHigXUs2QzJ8Y/QYREceZSMBHRETUMpqyqBJCzNRa74LQUkOUA39UaKUpF3wse+JV3gF6Kh49zqFxkQpROoAIfHRsoF/5/i3d/ODlTm5emOO9pzUMOp/0NfGk8eaI98Altu0hEht+Qrx9PcqIUZp5JcUFt+I1LD7s4ZYhyMYE2RiMVc+20honGG5joHl6V4XHXq/wwQfa+MDpWd69NEvMHLv3ThgG7rxr2NVyNg2b/pvc5juJ73iM4rl/jLvgpiMSzrWNru1Fj14noD4VI2kfxXtlxUBbUG4HvwTpSQPu8kREREREREQMZDQV+OuA7wJPVR+6BPiw1vqhcV7bkJzIFXin5FMpeBPS+17xA1p7XJLx2qZVjah0YLhF9CHRf8/vLvKpR/dw9rQ0X7ly2iAfeDgESZNpOL6xkUbvbhIbf0Ziyz2YbjdeehrF+bdQmnM96igqzccTT2oe2lpm5V6Hp3c5zKyz+KPz8pw5ZeytJSoIMDu20LL+m8TaN+BNOYviRZ9G1h9ZdnwfvlS4gSQVs8inbOLmUW56fAd0AJnq8KeoGh8RAUQV+IiIiIEcVsADCCGagPMAATyntW4f74UNx4kq4JVU9LY7WLaBmGBNj24g2d/jELMNrJpYSFHpxHC7B2Wfb2l3+PgvdzG9LsY/3zCT1BB3FHxPkUiZxI7H1FUlie3+DYn1PyG2+zeAoDTlfIoLb8OdvGJUOfUTjed3O/zDC93sK0qumZvk98/KUT/G76VWisB1qN//OPXrvoPwylSWvZ/SmR8G6+jSYbxAEihNJh42utpH05yqZDjFNZaGzCQwJ96GNyLieBMJ+IiIiFpGK+DrgQVAvwFaa/30OK5rWE5UAV8ueHiVYMINbQqkYn+vg2GIAWJLON0IpxPs9IAq6P6iz0ce2IltCL510yyaUoPFlVIaJTWZentcYzJFpYPElntIbvwZZnEfQbyB3tk3UFrwNlR68ri97vHCDTQ/eLnA/24okLQEH16R46YFqWOfjlqD1hrp+diqSPOm75F87X5kZirFCz+JN+uyoz6n6ysUun+iq3k0a/YroFXY4BrPHv75ERFvYSIBHxERUctoLDQfAj4BTAfWElbin9NaXzHuqxuCE1HAy0DR217Bjo9PwsjRopSmteAglSZeM6RHeEVEqTXM7K5Zb8GV/MGDu2gvB3zzhpnMqR/a2uE7kmSdNT5DqrTGal1LcuNPiW9/BKF8yk3L6J17M87MyxDm2Dd/vtns6Pb5xvPdrG31OLU5xh+fl2d+w9heZ+B5IAS5ynbyz38Nq2sb7qzLKF7wSVR26lGdc0waXZUMk2oSOUg3RcOfIk5aIgEfERFRy2gE/CvA2cDzWuvlQojFwF9qrd91PBZ4KCeigC92O0hfYR1Ng984obWmvehR9g5JnPFLGMXWcNx9jfXEl5r/9/BuXmkr83fXzODMKakhzhrGRiIgnbPGdrPil0m89guSG3+K1fkqyk7TO+NqeufchGqcP6E2RkeC9H3aXt/O3s0bObBzJ7lJk1lxy23EEgPTfrTWPLS9wr++2EPRU7x9SYb/b3l2SPvS0aKkRPo+iUyK/Na7SK/6FmgorfgwldPePyD7/0iQKhTytmnQkLZJ2kdhifHLgAiHP8WG/uxFRLyViQR8RERELaMR8C9qrc8WQqwFztVau0KItVrr5cdjgYdyogn4wJP0djrEJ1jjak/Zo7Psk6lNnAkcjOK+MCqyptKptebLz+zn4W29fPaSFq6ZlxvynEqG1plUbuxiI83OrWG1/bUHMPwSXn4B3bNupDjzCoxk3Qkp3L1Khf2vbWHP5k3sf+01pO9hxeIkslmKHe0ksnWc94530zRz5qBje13Fd1b18MBrZSalTT5xTo6LZo7dNFOtFL7nEU+mSFEg+/zfEt/xBEH9XIoXfgZ/6tHrh6Da6Jqww4muCesIN7TSh8CBVAMkG6LhTxEnFZGAj4iIqGU0Av5u4HeA/wtcAXQBttb6hnFf3RCcSAJea02xy0GriTW0qeT6HCh4pOLmQUuDdDEL+9BWLBx5X8O/r27nv9d18KEzm3j/ssYhzjjG4l36xHc8RmLjT4ntW4U2bEozLqdr5g34Tadixk68iMFyTzd7t2xm7+ZNHNjxepjJnskwddESpi5eQvOcuQBsfOoJdq5dg1MoMO+cc1l65dXY8cFWpVfaXL7+fDfbuwIumJ7gE+fmaMmM3SbRd1xM2yaVy5HY/Wsyz/41ZmEvzoKbKZ73R+jk0J+D0eAFEl9qMgmL3JE2uvYNfzKssBpvJw5/TETEW4BIwEdERNQyqibW/icLcSmQA36ltfbGbVUjcCIJeN+VFDod4smJU313Aklrt0M8Zh5sLFR+KN4Na1DixwOvdvM3v2nlpoU5/vSCyUNWvMdKvBvFfSQ23Uly810YlQ6CzDR6595M17QrEMkGTPvE8bdrrelta2Pv5o3s3byJrn17Acg2NjF18RKmLj6FhmnTEEOIV991Wf/YI2xb+QKpXB1n3HQLUxYsHPS8QGl+vrHIf64rAPCBZVneeUpmUKTn0SJ9H601qVwey5CkVv87qZf/C20lKZ3zcZwlbz+mhB/Hk0g0uWSMuiNtdJUeBC6km0N/fFSNj3iLEwn4iIiIWkYU8EIIA3hZa730+C1pZE4UAa+VprcjTHcxxnAYz7HgS8X+HgfLFFh9gkcHGIX94b8PGZ6zck+JTz6ym7OmpvnqVYOz3mEMxLtW2LufI7nxp8R2PQ1a4864iJ7ZN9JbvwzTsk8Y4a6VouONXezZvIm9mzdR6uoEoGH6jFC0L1pCXXPzqM/XvmsXq+67m0L7AWaevoxl195APJ0e9LzWYsA/ruzhN284zMlb/Mn5eU6bNDbZ8aEvPiCRzRBPpTG7tpP5zVeI7X0Rv3kpxYs/S9C05KjPr6uNrgJBPhU2uo46ZaevGm/GwqSaYabqRkS8FYgEfERERC2jsdD8EPhU3yTWN5sTRcC7ZZ9SrzdhvO+ymjijtSbWN2RHS4xSK6gg9L3X8FqHwx8+OHLW+7GId+F0k3j13jACsvcNVKKe8oJb6J5xLY7diGGZmNbEeO9GQvo+rdu3sXfzJvZt2YxbLiEMk0lz5zJt8RKmLFpCMjvKCEQZhLGJNRspGQRsfvpJNv/6aWKJJMuuv4EZS08f8k7Ir3dV+MeVPbSVJDcuSPF/zqwjlzj2xulaX3wik0EIQXzrg2Se/zuE003llHdRPvsP0LGjj3qUSuMEAZYwaMzESNjm6BNrAg+UC6lmSOaj4U8Rb0kiAR8REVHLaAT844QpNCuBUt/jWuu3je/ShuZEEPBKaXrbK5iWcVynkA6H1poDRRfXlyT6E0AUotSGCLxBPuLWata7aQi+PUzWuww0Wh2heNca68D6sCl1268Q0sObfAalRXfQ3Xg2UoNhWhNeuHvlMvte28LezZvYv3Vr2IQajzNlwSKmLl5Cy/wF2IlRerM1IB3QCm3GAQMhK2DYA1Jfelr389K9d9O1dw9TFi7ijBtvJpXLDzpd2Vd8f12Bn20skokZ/P5ZdVw7LzUmzb6+62GYJul8HsM0EW4v6Rf/hcTGn6KSjZTO/3+48647JgEdSIUTSBKWSX36CBpdtQqr8XYynOL6FowTjTi5iQR8RERELcMKeCFEvJo4c+lQ39daPzWuKxuGE0HAV4oebtnHjk0MIdpVculxfNKxPlGjEeV2DL+MtgcmmBRcyR8+uIu2UsA3b5zJ3CGy3kcS72UvGPC1ACzlkH79YVKbfordvgllp3Dm30hxwW0U7RZk4GNZFsYEFu7l7m72btnEns2baN+xA60ViWy2vwl10uw5R7Z+pRDSDf8ZS6NjdQcr776D4XSCdMGM9zcVa6V47fnn2PD4owjD4LSrr2HuirOH9NFv6/T5+vPdrD/gsXxyjD86L8/s/LGLWun7KK1I5+qxqs3EVtt6Mr/+Mnb7Rrxp51G88FPI/Oxjeh0vUPhSkY6Hja4xc5Qed98BHUBueijmIyLeIkQCPiIiopaRBPxqrfWZQogfaK3fd5zXNSwTXcBLqeg9MHGGNhUcj/aiVzNERyMqXRhuNzqWGfBcX2r+9JHdvNxa5m+vns6KqYP91iOJ94oXkLBNGjNxpNKojm2Il3+CvfleDK+Al59HYdHb6Zl5FY6nQUrsmI1t2RPO9RA2obb2+9m7+5pQm5qZungJ0xafQv3UqUOK5xGRPigfgYlK5tB2alDqT3UBEFQwyp0I7aPNZH+jZrGzk9X330Pb69tpmjmLFW+7lWzTYG+90poHXyvz7VU9VALNu0/N8L7TsySOMRFJSUng+yQzWWKpanVfSRKbfkb6xX9BBA7l5b9DefkHB1mzjhTXl0ilqUvFyMbNg70bIyH90BZWPysa/BTxliES8BEREbWMJODXA38L/AXwp4d+X2t91/gubWgmuoAv9bj4rsSOvfnCwfEl+3sqJOMWRtVPLJxuhNMJdnqA1UFrzVee2c9D23r59MUtXDd/cNb7SOLd9SWGIZicsTC3PwHr/hd2PRdaQRZcjT79t3AbT6FYLOF5PhgmEoEXaAKlCf8XVuxNBIYhMA1xXIW9Vor2XTvZ29eE2t0FCBpnHGxCzTY1HcWJgaAS2mSsBDqRAys5OquJ1givhFHpAsLjEQKtNTvXrmbdQ79E+gFLLr2MRRdejGEO/tx1VSTfWtXDQ9sqTMmY/N9z85w3/diEtVaKwPOwk0kSmSxGVViLcjuZ5/+exNYHkdnpFC/8FN7Mi47ttaqNrgC5ZIxsYhSNrn4J4jnIjL5pOCJiIhMJ+IiIiFpGEvAXAe8F3gncd8i3tdb6d8d5bUMykQW89BW97RViEyA20gsU+3oqxGwDqxr1J9wConwAYulB4vF7a9r5r7UdfPCMRj6wfLBIHUm8e4EELZjsvIZ1/yeguA8yU2DZu9Cn3I5nZakUiygpMW0b8xCRqdFIdfCPJ1Uo7KVCodFaIxCYQiCqwn6sWguk79O6bWso2l/djFcuY5gmk+bOC0X7wsUkRtuEeihKImSYtqriGbSdHZT0M2q0QnjFqpAHbSVBgFMosOaXD7Bn4wZyk1s465bbqJ86bchTrNkfZsfv6gm4dFaCj52dpzl9bBvNPl98Kpcb0Ltg73mBzK+/gtWzA3fOVRTP/zNUZvIxvZaqCnlTCOpTNqn+u0pDoDV4RcjPiKw0EW8JIgEfERFRy2iaWD+otf6P47SewzKRBXyx00FKjTWG4+2PhkAq9vc6GEJgV73DwishSq3hGPpDsrt/8WoPX/vNfm5YkOOTFw7Oeh9JvPtSIaVmSu9qrPs/HlomKl3oG/4eb9bl/cLdsu0hq8OHvRalQjuO0nhK4wWKIFDImoq9gcAQfVX7w5/TLZfZ/2o4CbV122tI38eOJ2hZuJBpi09h8vwFQw5PGjVVmwzCRCfyVZvMGN2RURLh9mK4PWhEtZIPezZtZM0v7scpFVl4/oWcctkV/R71Wnyp+fGGIv/9ci+mEHzojDpuXZw+pux46fsopUjl8gPfN+mRevm/Sa3+LtowKa/4KJWl7xnaMnQEBErhBoqYadAwUqOr9EFLyM+KcuIjTngiAR8REVHLEQ1ymghMVAHve5Jip0PsTY6NVErTVnTwA03CrgqboIJR2BdWIg8Rkn1Z72dOSfG1q6cPEnIjifdAKtxA0rL/MeKPfAZVP5uea/8ac/9G5KTzwbCPWrgfDqk1gVJopfGkxpcK39f4qP6arID+qr3bEzah7t28ifadO9FakczWVYcqLaF51uxja6LVGgIHtEZbSXSiLtzMjJcHSPoIrxfh9IaC2IrjVSq88siveH31KtL1Dax4261Mqk54PZQ9vQH/sLKblXtcFjTY/Ml5eZY0H/2E24O++AyxVHrAJtDo3U3m2b8mvusZgoaFFC76NEHLGUf9Wn34UuEFilTMJJeyiQ/1OfNKYbRk+iisTxERE4hIwEdERNQSCfgxQOvq0CYBxmjTMsZpHZ0lj6IbkOpLwJEOZmE/2ooNqnxu7XT4wwffYGrW5p+vn0H6EN9+v3jP22AopFZILfGVjxN4FF2H2TsfYNIL38JtWcr+K7+A4xl4rkM2laU+UY91nJsIlQ499VIq2vfuZceGDezZtJGe1nBYVaZ5Ei0LFzN14RLqp03DMo1j09gDbDJ1YWPw8YwwlD7C6UL45f7oybbt21h1/z2UurqYc+YKTrv6OmLJwTYSrTVP7nT455XddFYUtyxK86Ez68jGju4zrLUOffHxBInsQV989ZvEdjxO5tmvYZZaqSy6jdK5n0An6o/2yvtxfUmgFHUJm7qkPbDRNbLSRLxFiAR8RERELZGAHwPcik+5xyc2BkNzjoWeikdX2SfdJ96VF4p3wwJzoHhvK/l89IFwNte3b5pJczoUnVJJpFYEQYAb+JhZRSBCiwQi/KxowPdg0Ws/pn7tD3BnX0znZZ+lVHQQQmDaNk4QWngaE/XEzeMzIVNJyf4dO9ixYQM71q+n0NUFQtAyezazTjmF6aecQrahkUCGEYVuTQNtHyZhxd46XANt4IVxhcKq2mQG3904rgQuotKFkA4YMQKp2Pjk47z63G9IpDOccePNTFtyypCHljzFf6zt5e7NJfJxgz84O8eVc5JHnaIUuB5iCF88AH6Z9KrvkHzlf9CxDKVzP4Gz6NZBtq4jRWuN60sUkD+00VV6oZDPz4ysNBEnLJGAj4iIqGU0HnhB2Mw6V2v9RSHETKBFa73yeCzwUCaagNdK0zMBhjaVPZ/WXo90vDrBUgehbUYYgyrCBTfgY798g/1Fn7+7ZhLTcwaB9vGVj0ajZDgXJ1lnYFsWhjAwqgJLoyk7HgvX/St1W+6nsvgmOs75OJVCCTM20C4TqABf+eRidWTt9LjEavqex+5XX2XH+vXs2rQJp1zGtCymLVjAnKVLmblkCakRmlAPbaD1lcb1VX8DbR+hz15jaQ+BRtupanZ7fGJN/vQrGJVOhPTQVoLOfftZdd/d9LTuZ9opp3LG9TcN25S7pcPj75/rZkuHz1lT4vzReXmm1x2drUgGAUpKknU5YkMMtTI7XyPz668Q278af/JyChd9Btm48KheqxalNRU/IB2zacrEDja5euWqlabxmF8jIuLNIBLwERERtYxGwH8LUMAVWuslQoh64GGt9dnHY4GHMtEEvFPyqRQ9YvE3z/vuBJLWHoe4bWIKAVpiFPejVEBg2qiq7SVQAWXp8pUni2xsC/jzS9KcNtnEECaGEJjCRFfFeyJnYJgDhalGU6lUWLTyb8jsfJrS8t+m/dTfxi1XsONxxBAbGK01FemQshLkY7kxsdRUSiV2bdzIjg0b2P3qqwS+TyyZZNaSJcw+9VRmLFp0bE2oVaSuJuEEPr7r4GlwzQyBlQbDQqMxhMAyjP7YywmB1givjHA6EVoisdny3G/Y9NSTmLbNsmuvY9byM4fcUEmlue/VEv+2uhdfat57epb3LM0SM4/82rRS+J5HPJ0hkR5iA6c18VfvI/PCNxBuL5Wl76G84qPo2OD5A0dK0Q1oSMXIJe3+1wqtNDMHTR6OiDgRiAR8RERELaMR8H0DndZorc+oPrZOa73suKzwECaSgFdS0dPuYNvGkOL1eOBLxZ6uIsLQGIbGkw5BYR9+UEYbsbCTE12tRAq+vbLCE6+7fPzcLFfMHegJVlIPK94BnGIPi579S1L719J7/sfomHkdMvAxY7HDVteP1VLT29nZb43Z//rraK3J5PPMPvVUZp16KlPmzh0UT3lMaB3aZFQQRj8mcmCnwDBQSuNrhVJhXKcnFX51ciiEFiNDgFkV9eabZdvQqiZDXtPbXeCl+++lY9dOJs2dx5k33UKmoWHIQzvKkn95sYfHd1SYUWfxR+flWDHlyIVvny/eisVJ1tUN9MVXEU436ZX/RHLzncj0JIrnfxJvzpXHdGdDaU3FC2jJJQ+m1AReeM7c9MhKE3HCEQn4iIiIWkYj4F8ALgBerAr5ZsIK/LHHSBwFE0nAl3tdPOf4DG3SWhPoAKkUUgd40scJHPb1lpBSEqsmzpiVbszAwYilMRgoUn78Sokfry/x7qVp3n3awCqnkhqtIVE3tHj3ew+w8KnPEO95ne5LPkVH09mAwIqNvmEzUOG6c7EsdbHMiKJfa03H3r28vn49OzdsoGPfPgAaWlqYvXQps089laZp08belqNVNU1GQTwb/hnlNFGlNIEOIy99qap59gpfhln2GjAAo+qxNwxxfKb1KhlmyDvdKA3b177MK48+hNaaUy+/igXnnT/sRNkX9zh844Vu9hQkV89N8vtn5WhIHkUcqOeDgHQ+j2kN/ZmxWl8m++u/wurYgjvjIooXfgpVN/2IX6v/NaUikJop+cTBxlavBKlGSB1782xExPEkEvARERG1jEbAvxd4F3Am8H3g7cBntdY/G//lDWaiCHgZhEOb7Lg5piJMaYVUkkAHVcHr4UoPqYMBzzMw6K5IfF+TjNmhbcLpwvCLaCs16LyPba/wzy8UuGJOgo+dmx2w5sOJd935BvOf/HMsp4uOyz5Pd91iTMvGGC5/ewRGstQoKdn3+uv9lfZidzdCCCbPns2caqU9dzSTUEeD9MLccGFAIg/x9DHnlfcRbr5CYR8o8HyJG0h8qVE1v3+mIbBMY/ysOCpAuL0It5dyb4HVv3qY/a9toX7adM56263kJrcMeZgbaH64vsCPXikQNwUfXpHj5oWpw09DPYTD+eL71pjc8GNSL30ToSTlMz5IednvgHl0EZeuL7FMweS6RLU3RINfDLPhrePTXB0RMRZEAj4iIqKWUaXQCCEWA1cSGjIe01pvGu+FDcdEEfDFLgcZKCz76KrvgQqQWqK0wpUevvTwpY9E9j9HIDCEiSkMzEO84z2VgELFI1lNnBFON4bbGw4NOoS1+zy+9FQ3SyfbfO7S/ICs98OJd7NtC3Oe/DQGirbLvkgxORMrHhu2Yjta+iw1dUaaA1vD5JidmzbhVptQpy9cyOylS5m1ZAnJTOaYXmtY+m0yfijmkvlwMNJxtFf0DaqSVTtOwfEBTSI2jj0V0kc43eAWeGPTq6x9+Ff4jsPiiy5h8SWXDU6OqbKrx+cbz/ewer/LKU02f3x+ngUNRyasQ1+8SzydHdoXX8UotZJ+7u9IbH+YIDeT4oWfwZ9+3pFeKQAlzyeXjFPf54fvs9LkZ0ysBuSIiBGIBHxEREQto6nA/yPwE631s8dnSSMzEQR84El6Ox3ihxnaVGt7UUjcwMNXoVBX9PmlNQYGpmFh1qS9jETJC+gsuiRtCyFEONCn0l3NuR4oSHZ0BXzq0S4mZ0y+clWeVM2U2MOJ99je1cx+8i/Q8Qz7L/0ilURLKN6PUfS4pRL7Nm9lz6bNtG3bgQok8WSSWaecwuxTT2X6okXYQ0wRHTOUBOmCUpDIQrxuwlRjpdJ0lj2Krk/Stsa3MTbwEJUuvEIH6x59nF2vvEy2qZkVb7uNppkzhzxEa82jr1f45os99LiKO5ak+d3ldQM+V4dDa03geljxGMls3YiDvuzdz5L59VexenfhzLuO0vn/D5VqPqLL1FpT9iST6+Ik7ervrFsMhztFVpqIE4RIwEdERNQyGgH/AUILzULgbkIx/6Yp6DdbwGutKXQ6oMG0QtHSZ3uRWhKoAFe5eIFPoP3+48JqeijQTXH0thsvkLT1OiT6xLtfRlTaqz7tgSKqvSz55MNdAHztmnqaUrV2lZHFe2rHU8z49VcI6qay54LPI1ONWMcgqoudXezd9Cr7Nr1K+67doDWpfI4pixfQuHA20+bOoyE5zoOf+m0yZtiUGs+8udntI1ByAzqKLkIIEuPdY+E7GE4n+7ZsYs2vfkW5p5d555zL0iuvHjbNp+Aqvru6l/tfLdGUMvj4OXkunpk4os914IWV8HQuj2mP0EsRuKTW/Septf+BNmKUzv4DnFPedUQ/u0CFjcYtuSQx0wh7HPwS5GeHTcoREROcSMBHRETUMupBTkKIBuAO4N3ATK31gvFc2HC8mQJeKkm54lDociAm8YIjs70cK36gaCs42JaBKQyQDkaxrRqLN1C8l33Fpx/tprUo+cpVeebUHxRIhxPvdVvuY+rKf8JtWszecz8Fqfoj9rtrrene18reTVvYu+lVelsPAJBrmcTUJQuZumQRuZZJ/YJv3AY/aQ2BC1oOtMmcANaJQCk6Sx4lLxj/arzWEFSQXfvY8MSjbH1pNalcHWfcdAtTFgyfz77hgMfXn+tma5fP+dPjfOLcPFMyo7f/qCBASkkyWzfktNhazJ6dZH7zVWK7n8NvXEzx4s8STDpt1K/lBRIhBC11idC/H7jhJiA3/YT4PESc3EQCPiIiopYjEfDnEFbibwU2aq1vHsd1Dct4C/iDtpewou4GLp7y8KSHlJJyl48ww2hAQ5hYhjkq28uxIpXmQNEFNLZhgnIxi61oKw4MFNeB0nzpqW7Wt/p89tIcZ0w5KIhHFO9a0/DyD5i87r8oTT2bfSv+BDOdPSK/e+u213ntNyvpaW3D6S2AEDTNmlEV7QtJ1+eHPfZIUmoOi5KhQEOHFplE9qgbId9MtNaUPElH0cU0BPGj7Lk4ghdEeCU6X3uZlx64n0JHBzNPX8aya28gnh46nz1Qmrs2lfje2l6Uhg8sy/LOUzLYo8yO10oReB6xdJpEKj3y501r4tsfJv3c32KU23GWvJ3SOR9Hx+tG9VplLyATt2hMV38nvCJkJoV3ZCIiJjCRgI+IiKhlNBaarwG3A9uAnwJ3aa27x39pQzPWAj5QARW/gqtc3MAl0EEY+ad1aHkxQsuLKUx8R+L2BliJ42u70FrTUfTwpSJmmaA9zEIb2rIAa9Bz/+WFAo+97vCxc7NcWZP1PrJ4V0xa+c80brmX7pmXc+DM38dKjn56qpKSdQ8+wvaVqwGonzaFueesYMqi+cTTgxtrR7rWYxr8FFRtMqYVVtvt1IS1yRwJvlJ0FF0qviIVM484AeaI0QpV7mbLow+w+dlniSWSLLv+BmYsPX3Yz0RbKeCfV/bw9C6H2TmLPz4/z7LJo7uborVGej5mzCKZzY3oiwcQXpHUS98iueFH6HiO4nl/grvgplFV0ouuT3MmTiZuh1YarwT1syMrTcSEJhLwERERtYxGwH8E+LnWuv34LGlkxlrAl/wSe4t7SVpJTBFW04cSKFppih0epn2csrtr6C55FKs2CrSPUToQChUx2Df8k/Ul/veVEu9amuK3TjuY3jKSeBfSY8pv/prcjidpm3cLvcv+P6zhYv6GwCmWeOEnd9G+4w3mnX82DdOmMO3UxcOmmYwGV7oIGJ2lRuswu11JiCXDGEgr8ZazRWitKboBHSUP2xThZm68UZLeXVtYdddP6Nq3jykLF3HGjTeTyuWHPeTZNyr84ws97C9Jrp+f4iMr6siPctM7al98FbN9M9lffxm77WW8KWdRvOjTyPp5I1+S1jiepCWfIG6a4Dtg2VA37S33mYl46xAJ+IiIiFqGFfBCiDNHOlBrvXpcVnQYxkPAHygfIDVE/GItbjHAq0is2PGd4FhwArrL1cQZFEa5LRSsxuBq4ePbK/zTCwUun5Pg4zVZ7yOJd8MvM+3Jz5PZt4o9i9+Hc/o7j0h4d+/dz3M/+jlOqcyKW29g5rKlx3bBNRzWUqOCsOIO4cClRB2Yox8sNVFQSqGVQqnQo23ZI1eCPanoLLo4gSQZs8a/Gg9o32XbU79kw2MPIwyD066+lrkrzh7W7lLxFf/9coGfbCiSiRl8ZEUd180fXXa8khIZBCSyWeLJUdy90YrE5rtJr/wHhFvCm30pvZd/Obz7Mgy+VCilmZJPYgoBbgGyLeFnKCJiAhIJ+IiIiFpGEvBPjHCc1lpfMT5LGpk3Q8ArqSl2eljHufru+AHtBY+EbSLQiEo7QvowREV63X6PLz7ZzamTwqz3Pv+xCsIJoEOJd9PpZsZjnyLR+Ro7ln4EfeoNGEdgN3njlY2suvsBYskk57/n7dRPm3JM1zsUQ1pqArdqk7FPCJuM1hrdL9IVWmvCmUI6bHo2DMxYDNO0kNLHq1QwTWvE1B+tNb1OQHfZwzYNbOv4bCxLbXtZc+cPaNu+jaaZM1nxttvINg0f67i9y+frz3fzSpvH6ZNi/PF5AxuqhyPMi/eIJ1MkMplR9WGISid1j/4psX0v4cy+ksI1Xx/x+Y4XEI+ZNGfiCKUgqIRWmhNwExjx1icS8BEREbWMuon1qE4uxHXAPxJ2Wf671vqvh3ne2cDzwLu01j8f6ZxvhoCv9PpIT2EeQdb1seIFkraCS8wyMBGISjtG4KKtwdaWHd0Bn360i6aUwVevqiddvUswkni3i/uZ8cifYpUOsG35/8VadOmom3G1Umx49Cm2PPMcjTOnc95v3U5ivIYtVXEDBxE4NMbriCfqw6bDCWST0UqhtELLUKiH73yIEALDsjAtC8uOYVgWhmEiDAPDHBwpGngeTqkQDrU6jJB3paSz6OEFimRsbKcCD4fWmp0vPM0rv7gT6fssueRSFl106bC+daU1v9xa5tureih5mnefmuH9y7IkRrHpCFwPw7JI5Q7viwdAetT98g+I7V1Jzw3fwp9+wYhPL7oBDakYuaQNfiX8TNVNmTCfq4iIPiIBHxERUctoPPA28FHgkupDTwLf0bom5Hzo40zgVeBqYDfwIvBbWuuNQzzvEcABvjfRBLz0FaVOD/s4Nq4GUnGg6GIYAguBcLow/BLaGhyz11GW/NkjXWgNX7u6nuZ0uM6RxHu8azszHv0zhO+y5axPkpxz1qhtGL7jsPJn97L/1W3MOfsMlt9wzcGISa3B1SCBmAj7a49VCKkgrLYDQSyFZ5jk0s3U2dnj3ouglELLcHquVhpBOIgLUc34tyws28awbEzTRJgmhmkghumrOByB7+MUew8r5JUKq/E9FY+YZWCZx2ej6fT2sO7uH7Jn/VpykyZx1ttuo376jGGf3+1Ivr2ql19uLdOSMfm/5+Y5f/rhey2k76O1JpXLj24WQVCh/u73YlQ66Xr7z0Yc/KS0puJJWnIJEpYZWWkiJiyRgI+IiKhlNAL+3wEb+H71ofcBUmv9ocMcdz7wBa31tdWvPwWgtf7qIc/7v4APnA08MNEEfKnbQ0vdP7RpvFFK015ykUoTM02E043h9qKHWF/FV3zq0W72V7Pe51atCSOJ92TrK8x4/DMEhs2Wcz5LevqS0AM8CnoPtPPcD39Oqaub5Tdew9xzqm0SWoOvwy2YJoykV9WDbEIxb3JkYl66YVOqYYViykqBIQ5aaswk+cTYDn7qs7ooJdFKh+Jca/qm25qWGYpz28Ky7FCgG0Z/NX286BfylQqmYQ4rYt1A0l7wCNTxq8YD7HllNevu/hFOscCic89lyeVXYcWHF+br9rt8/fludvQEXDIzwcfOyTMpPfLPUUmJ9H0SdXWj8sWbXduov+s9+JNPo+eG74xosQqkIpCaKfkEFtWG6PrZYZJRRMQEIRLwERERtYxGwK/TWi873GNDHPd24Lo+oS+EeB9wrtb6D2ueMw34EXAF8B8MI+CFEB8GPgwwc+bMFTt37hzNtY2KkQR84CoqPT5W/PiId601nSWfih8mzgivF+F0h4OHOMRmoTRffqqHda0en6vJeh9JvKd3/YbpT38JJ9HElnM/R3byTKxRCs99W7ay8mf3Ylom5777dppnzwy/ITVUNASEFffaYUO6Wo1X1eXHAHsEMa9VOC1VS7DT4aRUMzbkc8OUGkFjsvGIBj/1+9CrQr2W0NISVtFNy8K07IM2F+PoquhjSSjkC7iVMoZhYMcGX7dSmp6KT4/jk7AMzONUjfcqZdY/8DN2rPwN6fp6zrrhBprnLx520+ZLzU83Fvn+ugKGgN9dXsftS9JYIwyrGo0vXmlFJahgmzGyr/2Cuqc+T2nFRymv+MiI63d9iWUKJtclEH4FYumwEh8RMUGIBHxEREQtoykxSSHEPK31NgAhxFxAHuYYOFRxhhy6W/gH4JNaazmSONJafxf4LoQV+FG89jGjtcYpBhjW8RNtRUdS9gJSMQvhl4YV71prvv1igTX7Pf7gnOwA8Q5Di/e61x5k6vNfp5Sdw6ZzPkt906RRiXetNVuefo4Njz1JvmUy57/n7aTyOVBVu4xLKMhjQ7xPQhz8hGkd3mdxdVihj+mqmBegfJBB+Px4HcQO35QaN+MEStJaaiOXyPVbaoZsGK3aXNCEFXPbxo4nqr50E2GEVpcjaeB9M7Bsm0x9A4lMdoCQt+xY/+bCMAT16RipuMmBgosXBCTj419JjiVTnPmODzDjjHNZ/fMf8NQPf8ic5cs57cqriGXyg/7fwDYF7z0tyxWzk/zDC91886UeHtpW5k/Oz3NK89B3GIRhEEsk8CoVZBAM8MVLLakEDj1eL1LLcHbD/JuI7X2R1Orv4E9ZgT/17GHXH7dNSp5PV9mnIZUCpzcU8fHsWL1FERERERERY8ZoKvBXAv8JbCf8z/As4He01iOl1IzKQiOEeJ2D/2lvAsrAh7XW9wx33uNlofEqAU5BYh+n6nvZC+gsVhNnlINRPAB2glDtDuSn60v86JUS7zw1xXtOD5tH+8R7/FDxrjUNr/yIyWv/g+7G09ly1iepz+eIjaIhMPA8Vt39C3av38T0005hxa03YtnWQLvM0fjclYZAQ+CDoSBpQyZbFe6HP9cAkS5D4Za0kuTiOWzTwjBNTNvGtGxMu1pFN0K7y3haXY43/RX5cgnDNAcIeQin93ZXPApOQMI2MI/TtQeey6aH7+e1px8hkclwxrXXMG3xkrBBdAi01jyzy+GfVnbTXlbcvDDNh8+sIzvC7570fZRWJOrqcI2AgldAoYkbMQxh4CqPmGHTbCSpv/s9CL9E1x0/QScbhz2n1pqyJ2nOxEjbIrwblJ8VWWkiJgRRBT4iIqKWUaXQCCHiwCJCsb1Za+2O4hiLsIn1SmAPYRPre7TWG4Z5/n8xQTzw/UObLIEYhaA8VrxA0tbrErdNDOVhlFqrYmewgHnydYd/eL6Xy2Yn+MR5YdV5ePGuaF75TZq23E3H1At59fSP0VCXIT6KAUCl7h6e++HP6WltZenVl7PwovMQktAuowir7kfz3igFygsr8nYq9LZjgRZgCYgLsAUafUgVPfzwaQ3CEJi2jWGaGNW/PeUhDIPJmRaS9uBm37cyMvCpFAp45TLCNAYJ+YovaS+4gCYRO35itGv3Tlb/9Pv07NvNtFOWcsZVl5Ooqx924mnZV3xvbS93biqRixv8wdk5rpqTHNK6JJWi4BcolHuw0ynS6TrMQ+6glIMK+XiO+t591N/zXvwpK+i5/l9hhLQlqTRuIJmSSxLTbvgZjaw0EROASMBHRETUMpoK/DuAX2mtC0KIzwJnAn81mkFOQogbCG0yJmHCzJerk13RWn/7kOf+FxNEwLulALcUYMfH31IRSEVbwcUyBaYOMIttaMtiKHfTy/s9vvhUN0uabP7isjDrfTjxrqVPyzN/TcOuJ2idcwPbFv8u+XSMVOzwGdcHXt/J8z++C60U57zjVlrmzwVHg0f4kzSPRrj32WQMiGXRdgKN6K+ka60RUqN11QoSNzBScYxk6EkXVR/6SFX0QAW4gUt9sp5cLPeme9aPNzLwcYpF3FIJYRhYsYNCPlCKrrJP0fVJ2hbmcdiYAigZ8OqTD7P50Qcw7RinX30Ns09djLASw1a2X+3w+Prz3Wxq9zmzJc4fnZdjZs6uXoekJEuUvOo1YqE9HyuRIJ5JD/hsKK1wlMvkRDO5LfeR/fVfUTzn41SWf3DENXtBOFCrpS6B4RUhNy2000REvIlEAj4iIqKW0Qj4l7XWpwshLgK+Cvwd8Gmt9bnHY4GHMt4CXklNqcPDjI3/0CZZTZzRWmMLhVk8gDYMEIOFzc7ugE9Vs96/clU9mZgxfOXdKzHtic9T17qaPUvew47Zt5NLxsgkRhbvWmu2r1zFugcfJdNQz/nvuYNsXUNolxGEFfIjQEuFDpywko4BiQyIGKJq3zGsqt3FsqqRi9XkFMNAKMIGWQEkTETMAOvwPxOtNeWgTMpK0ZhsxDJOPvvDSEK+5AZ0VCNK4/bx8/wX2vaz+uf/TcfrW5k0fyFnXncdmVwmHEo2RO+BVJoHXivz3VU9uFLz7qVpblkMvq4gMIgZ9oDPQuD6GJZBIpvFqJkkHKgAqRUtiWbyT3yK+OuP0X3zfxC0nDHieiteQDpu0Zg0wxjT+lkTelhYxFufSMBHRETUMhoBv0ZrfYYQ4qvAK1rrH/U9dnyWOJDxFvBOwcd3FFZsfP3CWms6ih6elMRNMMoHqhGMg0V2ZzXrXWr4m2rW+3DiXZS7mP7on5Pu3soby3+fN6ZeSV3CInsY8S6DgLUPPMyOVWtpWTSfc269GVvHw3Zlm1H73AMvQEsflB9aXRJZjGQOI5Hsr573xS+O9n1CVv8YAuIGIm6AObKYdwIHgEmpSSSG8V6/1RlOyAdK0VnyKHuShG0et2q8VorXn3+a9Q+Gd3dOufp6Fi5fiiE02kzAEJ+J1pLLN1/s4qmdkpYMfHhFjDOmDL0pk0GAVopkXR1mTdSmI13iZoxmEafh7t8C6dF1x0/RifyI6y26Pk3pOFnTh1gWspOO6fojIo6FSMBHRETUMhoB/wChh/0qYAVQAVYeLkZyvBhPAS8DRanDw4qPf2RgT9mn4HokLQOjcqCaeT44FrDiKz79aDf7ipKvXJlnboM9rHg3uvcw8/E/J15uY8dZf0Jr8zmkYgZ1yRhiyFCgEKdQ5Pkf30XHrt0svuQCTjn/YkQgBsdCjoDWGul6mIYknslgJHOIeGZMGwC1rja/qqqYTxqImIkYxtJzsltq+pCBj1sq4RSL/UIeoORJOoou5nGuxpe7O1l714/Yv+ll6mfMZsUtb6c+lwRUOGlYCDzp0RsUcQIHW1hsOmDw7VUe+wqai2ea/M4ZMeqTg3+eSimU5xOvy2InDm7c+vzwDd1vkL/3/XjTz6f32n8acWOqtMbxJJNzCRKyDLnpYaN1RMSbQCTgIyIiahmNgE8B1xFW318TQkwBTtNaP3w8FngoYyngV+9fzZ8+86c0JBpoSDSQIk3KSFOXqCNrZcnYWbLVPxk7Q9bOkrLSGCM0wY2GohvQVXJJ2gZGpRMjcEPhcghSab78dA9r93t85pIcK6bGh6+8t25hzlOfxQoqbD/v03TkTiFmC+pT8RHFe+fuvTz/v3fiVRzOuvlGps9ZHPbOHoFdRitN4JSJxU3iDS2IRG7IaupYovuSbLQO15qoivlDNhyRpeYgMghwS0WcUhEhQiEfaE1H0cXxw+FPo53Ie6xordm97kXW3fNj/EqZRZdfx6KLLka7nRT8Iq5hYBomds0dKU9q7t4UcOdGH9uE955uc+28wX5+rTXS80nmc5i23f9YRTmhH37TnWSf/RrF8/6EyunvH3GdvlQopZmStTC1jKw0EW8akYCPiIioZVQpNBOJsRTw31//ff5u1d8xKzsLU5j0ugVKQZGKrAx7jECQsTOhuLcOivuBYr/6t5Xp/zpjZ7ANG9eXHCg4JGwTo9KFEZTR1uDUFK01//pigUe2Ofz+2VmumZ8cUrxrpTB3rWLec19CGzbbLvgLelKzMUxoTMdHFGQ7177C6nsfJJHOcP6tt5NvnnzEsZBKKqRTIpFJE2uYCrHjnwCjZVXMi1DMi6QV/l0j7CJLzUH6hHylVMRAYMZiFF1JV9nDMgWxUaQUjRVuqcDL9/2UN1a/QLK5mbk33kDDlCZsv1KdIxDn0BD5vQXFd1/yWNeqmN9g8JGzYsxrGLhhVDKcppuqz/c3ttb64esf+3/Edj5D9y3/RTDptJHX6ElitkFzPEAk8pBpHsu3ICJiVEQCPiIiopaTWsB70uOhHQ+xKL8Iu5wCAYYp8JVP0S9S9AthVJ1foOgXKAbFAV/3/zsIn1v0i+hBs6oOkjCTpMw0aStDxkiSMeKk7ToyZpq0mSFtpar/TvPsToNfbBLcurCR95/egK6OzqoV70pKYlufYu6Lf4OfbGTbBZ+nlJgMQEM6NuygJiUV6x9+nNeeXUnzzJmce+OtxOtGl8Fei/R8dFAhWd+MlZs0IfKydaBBqvCLuIlIHGx+jSw1A5FBgFsuUimGQl5ZNp0lDzeQ4TCxcX5/tNY4QYWC18uBVzex4xcP4vb2Mu2c85hz5ZXYuAi3GH6uzNigY3+9S/K9NR69LtywwOK3TrNJ2TU5+J6PaVvE6+r6r6XfD49Nw13vBgFdt/8EHa8bca0lN6A+aZMzXcjPgJMsqjTizScS8BEREbWc1AIeQg/83s79iHIMO3Fstg+lFeWgVCPyi/1iv8frpa3cTTkoUvG7Kfm9lFSFYlCiKItIPfxwW0tYpM1UtdKfJmOlSRtJ8r2tTG9dSyqWx5l/O7F4E0mRYlpdnrydIWUlMQ+x+3jlCi/89G7atu1g3hkrOP2KKzCOIhvcr5QxhCI1aTpGKn/kw5zGmf7mV6WBPouNgTahIiskrSRNyaaT2lLTR62QFwjK0qDb8YiZJrY19lYopRWOX6Hg9yJ1gG3EMQ2TwHV5/dGH2PPC88Trcix82600zpuLcLsRfiUU8Yf8vEqe5n9e9nloa0B9UvDBM23On24ejM90PGLpFLH0Qe96OaiQj9XR0LWD/H2/gzfrUnqv/vsRP8N9Q54mp02SFuGAp7fQULCIiU8k4CMiImo56QV80S2yc89eUvEUxjilcSil6Si5+FKTUBVEpbNawavaYLTGVR4lWWJtWzffWd3K9HqPGxdDOShRkiUqZpmyLFH0SxT8IuVyGyVVoTyCiBAI0maSrBWK/qZSgrlPu1hlhX/uFJKnTCdrpcmaaTJWioyZCv9tprGHEbZaa4JyL3YyRaJpBiI+8SuRg5pfEwae4YMlaE41kxzCwnQyoqTEqXrkfano8cCXmmTMHJNqvNQSx69Q9HuRWvYL90Pp2bWTLffcRflAG5OXLWfe9TcRi1sItwcROKGtRgw87tUOyXde8tjepZmTF3z2kjgNKaO/uTqZz/Un02itKcsKLclJ5Nf/mMwLX6dw4adwTn33iOsPlCIINC1JiZ1phPTwU10jIsaaSMBHRETUctIL+O5iL2/s309denwGtWit6S77lLyApPAwSu1gDz1ldVdPwJ8/0kVj0uCrV9eTqm4o+mwzWmu8YonJa/+NKa/fT9fUC9h2xsfo0R49bhkr7uFoh2JQohCUKPhlSrJEISgjXu9hxnMOgal59qwe3sj1okay+xjxGkGfImOlyYokKW1Tn24in5tKNp7r9/1n7Sx1dpaEmZjQ1hSt+irzEIgA3w7I1zWST+Yn9LqPJ31CvlIo0OsGFANBwjaxzKOrOEstqfhlil4vGo1txjDEyD57FQTsfOoJdj39JFYyyfwbbmLS0tMRysVwuhHSrybWHFyTVJp/fdHj8dclk1Lwt9cmqYuLMJkmCEjV12NUZxAc9MM3Uf/IHxHb/Tzdt/6AoGnJiOtyfYkhoCUeYDTMqv4uR0SMP5GAj4iIqCUS8IVedrfuJztOAr7gBPRUPJKGxCi1gjW0eO+sSD75cBeBgq9dU09TPHxOn3hXUuL09DBrzb/QtOdJDsy5jt2n/x5KGLiepiFtkbAHZ73rQLH58V+z8ZlfU98yhfPffgfJbDa0+6iq2JdlCrJU/XeJoixTlGUKQYmirH7fL4SPqQqBDoa9XlvYLM4t4oOLfpel9aeO2fs4Hmil0b7CCSrEEwka85OIxePDxlKebPQJ+Z7uHjpLPtowSSXsUW90pAoo+SVK1d6QmBk/4gSn4v79bLnnTgp7dtO4aDELbr6FRF0O4ZcxnB7QEm0n6Lub5UvNzzb43LM5YFqd4AuXJcglBDIIEEKQzOX6m1pd6RIzYzRrg4a73oU2E3Tf/r/oWGbENZW9gKwNDUk79MNHVpqI40Ak4CMiImqJBPw4CviKH9Be8EiaEqvUhrZiwODKY8VXfOaxbvYWJF++Ms+cutC+0ifepe/jdR5g7ppvkG9bxb7F72b/onehBVRcRX3aJhU7RLxrjV9weOmeX7D3tVeZuXQpZ15/PaZ1hJ5vrQkqRTBtUi2zMeIJXOX2+/x7vYONvL1+gdXtq1jVsQaAU/Oncsfs27hw0gVDWiUmEq5bAQn1iXqSqTRG0kJYxqBYypMRJSXlYoG2A50UHEkqGceyh/8cSRVQ9IuUvCKGYWAZ9jFFr2ql2P38s7z+6MMIw2DuNdcx9axzEAKEV8Zwe0BrtH0wsWbdfslXnnFpyQj+8vIE+YQgcD2sRJxENtt/7n4/fOdW8vd/CHfu1RSu+OvD+uFLXsCkWEC6fjKkGo762iIiRksk4CMiImqJBPw4CXgvkLQVXOKGwi4fQBsmiMGiRyrNV57pYc0+j09fkuPMSaFPt0+8+45D0Lmfhav+hnTXFnYv+zDtc65Ho6l4ilzCJnPolNVAU9zXxXN33UlvRzunX3EF888++4gtIlr6BJUSVqaRxKRp/faDEa9beTy172m63W7ue+MB9lX2MSkxiVtnvY3rp19H1s4e9hxvFoEK8AKPOitL1swghEAkTIy4hbDHf7jXREdJSXd3L3v2d4DQpFPJ/mo2QKB8Sn6Rkl9EYBIzY2P6nlU6O3n1vrvp2raV3KzZLLrldlLNzaAkwithuD3omujJl1slX37aZXJa8MUrqiLecQcMear1w9e//APSL/4zhYv/AmfJHSOuRSqN4wdMSUrijbMjK03EuBMJ+IiIiFoiAT8OAj6QiraCiykksUo7YT7lEPYWrfnWiwUe3ubw0bOzXDU7gSAU78IAv1xGdexm8aqvEC/tY+eKP6J72oUAVDxFJmFSl6iJ11MaHE3raztY+cA9aODcW29l8pw5R3wN2ncIPI9Y43Ti+YajEmJSS55ve4G7dt7Nus6XSZgJrp12NbfNupXp6elHfL7jgdaaSlAhYSWoj9djKSP0zQswEjZG3OyPpTxZ8f2A1vYu2ju6iNsmhmVQkiXKQQlTmNjG2Ar3WrTW7F+zim2//AUyCJh92RXMuOiScHOpJMLrRbiF/sSa9a2Sv3rapTkt+OLlCfIJBg15Cv3wkpZEMw2/+kPs/Wvouu2HyIYFI67FCxRIj5ZcEjOy0kSMM5GAj4iIqCUS8GMs4JXSHCi5qCAg4XeCkmDEh3zunRtL/GBdiTtOSfGeU9MIAfGsgRAat1DA6tzBwpe+guUX2H7upyk2nw6A4ysStkE+FQunrGoNnkaXNVvXvMjLTz5BXWMj57/97WTq64/sArRCOWUkNsnJ07HTI/uBR8vW3m3cvfNuHt/7JL72Oaf5HO6YdStnNp45IcWwWx381JhsJGElqkk2Cq0AQ2AkLIy4iRiHmMUThfZCD6/t2UWx0EnStkkk0gMq8uOJWyiw9Rf3cWDDetItU1h86x1kp00Lvyl9zGIr2rJBmGxoC0V8Y1LwxSvi5GMarTTJfK7/rpIrXWzTZpIUoR8+nqXrth+BnRphFVDxAlI4NE6aioisNBHjSCTgIyIiaokE/BgKeK01nSUfx/NIBmFSBubQ4v2pHQ7feK6XS2bF+djZWUxDEM8aaC1xenpJdb3Ggpe+Cgi2XfA5Kvn5AHi+wrIE9anqlFVfQ0UjvYDVj/2KXevXM3XhQs666Sbs+NCvPSzSR3oOOpEj1TSlP3ZvLOlyu3jgjV9w364H6PK6mJ2ZxW2zbuWqqVcSH+a9erPos9TkEjnqYtn+jYZWGl0V84YtEAkLI2YijjKl5URCa40jHbrdbpzAQWiTYkXT092D6bsIBGbMPm5C/sDGDbz2wL14xSIzLryY2ZdfGX5uAxej2BrGtQrBxgOSLz3lUp8UfOnyOHlLDhry1OeHbzywidwv/g/uwpspXPalw66h6Lg0xiR1LfOq9p2IiLEnEvARERG1RAJ+DAV8TyWgUHZJyV6MoIweJl98fZvHF57oZlGTzecuyhGzQvEufRe3UCDX+QrzXvo7gngd2y74Am5mKgB+oBEGNKTjmApwNPhQqRR47u676Nq3j1MuvpjFF154ZFVtrSFw8X2JWddMsr4R40ibXY8QT3k8ue8p7txxN9sK26iz67hpxg28bebNNCWaxvW1j4RaS01DogHrkGbcviQbtEbYJiJpYsSst1zza9/70OV04SkP27CJ1UxHLbkB7b0VlOsg3Apac9yEvF+psP2hX7Jv1YskGhpYdMvt1M+dh/BKiEpH/8yFze2SLz7pkk9UK/FGMGDIU58ffnKymYY1/0l69bfpvexLuAvfNuLrK61xKiUm5zMkGmdNuKFmEW8NIgEfERFRSyTgx0jAl7yAzoJDShUx/SLaGvrW+xvVrPf6pMGXL8+TjRvEMgLpVvBKZZranmfWmn/GzU5n6wV/QZAIb8v7UoOGhpSN5QtwAQM69u/h+bvuIvB9zrr5ZqYtXHhkC1cK7VcIiGPnmknk6o5b9RRC0fRK13ru2nk3v2l9FkMYXNpyCbfPvo3FuUXHbR2H41BLzVBoqdBB+PskYuZbIslGa03ZL9PlduFLn5gVwx6inwPC3o/OkkfZ9bECj6BcOq5Cvmv7NjbfcyduVxeLbruDKWeehXAKGE4XOhb+Pm5pl3zxKZe6uOCLl8eoNwMS+RxW9W6T1JJABbTEm2j45UexD6yn67b/RdbPHfG1A6kInCJTpkzHykRWmoixJxLwERERtUQCfgwEvBdI2nodEqqE5faia6as1tJVkfzZI134Er56RZ7JGZNYGvxykcD1adn9EDPW/weFxlN5/dxPIat51IHSqAAaEzaWJ0ADFux4+WXWPPQQyWyW89/+dnLNzUe28MBFSYm0MiTqm7BTqWPyo+seH/lKL0JpxLn1YcPnEbC3vI97d97HL3f/irIsc2r+FG6ffRsXTbpwQsRQDmepORStw2FROgibX0XCxExYYJ04STZKq1C4O10EOiBuxrGGmc5bSxixKOkouhhoDN/DL5fQSh8XId+6bi2bfv4TMAyWfeB3qZ8zF+F0YfjlcPAT4dTWv3zSJRsTfOGyGE1xSSqf77/r1OeHnxwoGu56FyrZSNdtP6zOcBgex/WJa5fmmQsQkZUmYoyJBHxEREQtkYA/RgHvB4q2gkMsKGN53f236w+lL+t9T2/Aly7PM7/Bxk4qvGIBpRQztv2Mlld/RveUc9lx1h+jq35wqTW+q2myYthKgBWKq5cfe4xtq1YxafZszr31VmLJoe06Q6I1+A5SmCg7S7Kh8cj98rWncyRqZTdqbTfI6oOWQCzOYCzOIqYf2XTWUlDi4d2PcPeue9hb3kdzoplbZ93CDRMghvJwlpqhnk+gq0k2AiMZ+uUnapKNVJKyX6bb7UZqSdyMH9XmyQ8UnSU3bLi2BIHj4JdLoDWGPX5CXgUBra+8zK6nn8QrFjjzQx8hPakZUe5ASK/fo761U/KFJ1zSMcEXLrGYnDEGDHmqyAo5u47G1lfI//L3qSy+g+Ilf3HY1y+Vi+TTafItsyMrTcSYEgn4iIiIWiIBX+hl5/49pJJJbMM6IlElleZA0QW3RNzrqmZBDxYmUmm++kwPq/d5/PmFdZw1NY4ZD/BKBQw0szb8O007H6F91lW8seyjUBVMUmpkSVMfixGzBZgCt1zmhbvv5sCuXSw45xyWXn45xpGIIRVA4BGYSUQ8S7K+/siHO1XRUqNe7kU93wmOQpySxTg7j95cQHX7sL0cNtlmLYxFGYwlGUTT6DcKUkteOLCSu3bczdrOdSTMONdMu4bbZt7CjMyMo1rzWDEaS82haN3nlydMsqmK+YmQZCOVpOgX6XF7UFoRt+KY4tjuemitKTgBXSUPyxLYQuBXKsdFyDvdXaz+zrcQpsmZ/+ejxNNpjHJb+N6boQVoW6fiC086JC3B5y8ymNaY6B/yVOuHb1z1HVJrv0fvFX+NO//6w15zpdhL85QZpOoiK03E2BEJ+IiIiFpOegHvVDy6Ogu4ooIjHbTWYZa1OfL0SK01HUWPwCkT9zqGFe9aa77zUpFfba3w4TMzXDsvgWG6BE4J04S5q79Bft8L7F/4dvYteW9YtdOgfY1f0OSSFomkCULQ3drKc3feiVMscub11zPrtNOO7GIDF40mMDNYqSyJurojE/8116S3lZHPdEC3j5iRxLykETFpoDjXvkJvK6E2F9E7yqF4aoph9FXms6PfOGzr3cZdO+/h8b1P9MdQ3j7rVla8iTGUUkncwD2spWYowiQbHTa/Wn1JNhbCPL7XEqiAglug1+tFo0lYiWOamjoUXiDpKHl4gSRpW+F0X9fBKxbHVcgX9uxhzfe+S6qxieUf/DCWbWAWDsZLAmzvUnz+CYeEJfj8hYKZLdn+u1kH/fCNNP7iw5idr9J9+4+RuVkjvm4gA4JKiZbZi7FjkZUmYmyIBHxEREQtJ72A95yAco+LHbdQWuFJj0rgUPHLSCQCgWVYg/y/XSWPcrlM2m9HW3Fg6GrlXRtL/Pe6ErcuSvK+01JgVFCei234zHvhq2Q7NrD7tA9xYN5N4QEB4GhcV1GXtkklwtfdvWkTL/3iF8QSCc67/XYapk4d/UVqBb6DthMEIkksW0c8nT4q4av2O6hnOtC7HWiwMS9uRMw5vHdelyXq1SJ6cwG9zwVATE9gLMki5qcRidFVew+NoZyVmclts27jqqlXkDCP/zTMI7XUDHmOvubXviSbhIlhj29l3lc+BbdAj9eDKcKpqWMt3GvRWlOoBHSVXWzLxDYNtFLjLuQ7Xt3MK//z3zTMX8DS974fQwcYpVawkv0Wl9erIt424QsXmcydnu8f8tTvh/cDGu56FzLTQvctPzhsXKTnlBBmjJbp8zBOgnjRiPEnEvARERG1RAK+RsDXorXGVz6OdCh5ZXzthRnXwsLxoKdYJuN3gGmBGLqS/MxOh79/tpcLZ8T5xNkphCiB0iR0gXnPfpFk4Q12nvlxumZcCgqEC/gaR2qySYt0wkJrzcann2bzs8/SOG0a591+O4nMEQxXkj5IHxWrQxoxknV12Efil+97P3p95G860ZuLkDQwzm/AOK3uqBJWdLeP2lxAbSpCtw+mQMxJhWJ+dgphHf6cfTGUd+28h629W8naWW6acQO3zHzbmxJDeTSWmqGoTbLpHxg1hp55X/r0eD0UvAKGMEiYR9afcKy4vqSz7OEFiqRtIoQYMyGvtGJncQerOl/kpum39G/o9r64klfvu5spZ53NwrfdhuFXEJX2Af0qO7sVf/GEgyXg8xdbzJ9Z3z/kqSIr1Nl1NO9bTe6hT1A59d0UL/zUYdfjlLpJ1k+jqekIm8sjIoYgEvARERG1RAJ+GAF/KIEK8JVPR7mX3Z0dJL1OTNPEtpIYQ1hnNrR5fP6JbhY22Hz2ghSWUcSwTJLOAeY/+wUst4fXz/kkhUlnILyqeBfgaEnSNskmbQLHZeX997N/61ZmL1vG8muuGb1fXWsIPDBNpJVFGyap/MHK4mjRrkK92IVa3QOAcWYO4+x6RPzYq4paa3Sri95URL1ahLKEuIGxMINYnEFMO7y4rI2hfLb1OYQQXNJyMXfMuo3F+cXHvMYj4VgsNUPRNzAKTdgAGzcR1emvR7px8qRHt9tN2S9jCIO4GX/TrEdKaXqdgJ6yR8w2sKpivVbIa6UwY7ERhbzWmlZnPxt7NrC5dyObejZSCHoBWJhdzJ+f+tn+uwrbH3mIXU8/yZyrrmXWpZcNipcE2NWj+IvHHQTwpSvizJueDzcYtX74lf9C6pUf0HPV3+PNvWrE69QyoFIu0jB9Idn0yBNdIyIORyTgIyIiaokE/CgFPIAbSPZ3lYi5+9EqwBFQlhWUkhhCYAoTS1js7g2z3uviBl+6MEEmXsGKx0j3vs68576I0Ipt53+OcnYhwgGhAAucQJGwDeqSNsWOTp67806KXV0su+oq5p55BF5vJSFwIZ7FJ4YZj5GsOzg2fjRopVGv9KKe64SKQizOYF7YgKg7sg3Akbye3lVBbSqgt5YgqDa/9vnlmw4/FXZfeT/37rqXB3f/inJQ5pT8Em6fdRsXT77ouMVQaq1xAoe4FT9qS81w5yXQaFmNpoyZGImqmB/BouFKl24nFO6WaU2oabeuLzlQdFFKk6hW42FkId/uHmBTzwY29mxkc+9GurxOAOpjDSypO4WFdYtZ3/0yL3Wu5MLmS/jgvA9jiNCus+nOn9L28jqWvP2dTD59eRgv6ZWqsa8hb/SElXit4a+uTjF/ah1w0A8/OVZP0wMfwuzZSdftP0bVTR/xGqVXxtE2U2bMJW69+VGoEScukYCPiIioJRLwo63AS8X+njJW+QA2QbVpNcRXQeidlxXaSg6fe6yEG8AXz7WZUh9gJ+Jk219h7gtfRdoZtp77ebzYdIQPWIABnq8wLUE+GaNt+3ZW3nsvwjA477bbaJ41ctPcwIWG/nIdryPQJrFkkngmM2pLgtYa/Xq1QbXTR0xLYFzSiNFy/Pzl2qtpft1ZbX5tjmEszmIsziAyI/+sykGZh/Y8wt077z4YQznzbVw//TrqYnXH5RrGylIzFP0587LPN28g4lWrTbUJ1pEO3W43TuAMmpo6kVBK0132KDgBcdvArPmcaqVo793Py60vsql3I5uLm2l3DwCQtepYkjuFJblTWVJ3CpMTLQM2uPe+cRd37/45Fzdfxu/M+xCGMFBBwLrvf4/eN3Zx+vt/h/o5cwbFSwLs7g0r8UrDX11bx/yWsHruSQ/LtJjsujTc/W5kbibdb/t+f6rNcATlXoJUC1NbmjFP4KFeEW8ukYCPiIioJRLwoxDwSmn291ag2EZCuwNuu9dS8RUf/+UudnR7fO4ck9nNLmbcpnHvSuav+Sfc9FS2r/gLAqMpDKypFuT8QCMMyCVttq1cyfonniA3aRLn33EH6Xx+dBeiVSjerXjod5eKRCZD7Ajy7XWbi3y6Hf2GA/XVBtW5xzbc6VjRpaDa/FpE7682v85IhpGU89OIEYZFSS1ZeeBF7tpxN2s615Iw41w99Wpum3ULMzMzx33tY22pGY6+RButFK526dEFfEtix2xiJ8hAIccLq/EFr4dthY1s7FzH+o6X2Vt6A4CUlWZRZhGLM0tYkj+VGZlZh30/737j59y7+y4unXQ5H5j7QQxh4FcqrPm3b+MWesOM+OamQfGSAHt6w0q8L+Gvb8gzd1K4CavIClk7y6Q9L5J75E8on/Y+Suf/v5EvTkkcp0SsaS6TckfXPB4REQn4iIiIWk5qAS99xdbVrTRNz5BID12h1FrTXnRxetpI6zI6NrQgDpTms4/v4fndJT69Is1lC9JYtk3qtbtoXvNPFPML2bL0z1BmFtM2sap2Fl9q0JCJwcu/+hVvbNzI9CVLWHHDDf3j3Q+L8kO/e6IeacRQWpPK5bBGOZxJFwLks53ojQVI1DSoHudIw8OhuzzU5iJqUwF6grD5dW5N8+sI691e2M5dO+7hsX2P4yufc5rO5vbZt417DOV4WWoOfY2KX6HH68H3fWxhYWGF/ZkxM+xXsMRRNRyPN0W/yMsHXmZt21rWtK1le882ABJmksX1p3Jq4zKWNixjVt0chBYErlu11kgM2x7RFqa15s43fsoDe+7lislX8b45v4MQYoiM+CRmsQ1tWv3xkgB7C4rPPR6K+K/eWM+85nj4XssKk5LNND3/DZIbfkzPtf+IN+uykS/UL1OQcRpaZpBPTcy7IRETm0jAR0RE1HJSC/htq9v41b+t5+J3LmDeGZOGfE5P2aO7s42sKqDjQ6e/aK35xvNt3LO5m4+cmuAdy/JYlkFuw/fJb/hPypPOo/30v8CzbQIdUFEOnvSRWqGVIKMDXrr7brpbWzn10ktZdP75oxeVgRPG4SUbCRQII5woOZpmV+3VNKhqjXFGHuPs/KgjHd8stNbo/W44MGpLESoq3Hj0Nb9OHb75tcvt5hdv/IL73niATreTmemZ3D57/GMox8NSo7Si4jv0uN0EWhIzYwPiTvusNsjq77gtIG6EUZVv0uasElTY0L6BNW1rWNO2hte6XkOhiBkxljYtZfmk5SypP416azaWYZGwB38WQ4/86IS81pqf7foxD+69n6taruW9s9+PEGJwRrwlMIr7B8RLAuyrinhXwldvamR+k43UEl8FtNg5mu7/XcziPrru+Ckq0zLitWunl1J8MlMmNQ15XRERIxEJ+IiIiFpOagF/uAp8yfXpaG8nHXRBPDPsaPT/fbmDb61q57a5MT52QSOm0DSs/iey2+6hOPVaOk7/Ezgk/cWTkkrgUWnbxcp770IFkjNuuoFpCxYN8AEPi1KheI+lQ7+772PF46MazqSVRq8vIJ/rhLJELKo2qObGp0F1PNFSo3eVUZuK6G3V5te6mubXxqGrnZ7yeGrf09y58+7+GMobp9/ALbNupjkxPrF/Y2WpkUpR8Sv0ej1IrYiZsVE16WoZNsKCDr3yCQNhG+GdjHG6C+FJj40dG1l7YC1r2tawuWMzgQ4whcmSxiWcMekMljcv55TGUwb49AOp6Cr7lFyfpG1hDHH3QGtN4DiHFfJaa36884c8tO9BrplyPb8167cRQgzKiDelOyheEmB/UfG5xxwcKfjKjQ0saLb7/fAtTon6u38L2bCQ7pv/HYwRfodUgPRdnPR0pjdmsaJ8+IgjIBLwERERtZzUAh6G98A7gaStrZ2k34ERT8MwQ24e29bNXz7dyoVTbL54ZTOW9mh6/suk9zxFz5x3033K78EhglqqcDpl++a1rHz4furqG7j8ne8hns9RURWkUmh0OEBKmIPFlfTCpJlkHm0lCFyfWCZ92OFMWmv0jmqDaoePmFptUJ1y/AcgjQfaU+itJdTmAnpXJfQ1T6o2vy4auvlVa836rvXcWY2hRMClky/h9tm3sWQcYiiPxVIjlaLklyh4vSitiVkxTHF0lVytqpV5rYFqZT5eFfPHYLUJVMCWri2sbVvL2ra1rG9fj6c8DAwW1C8IBfuk5SxtWkrSOvw8gpIb0FF0MQwxbIqL7pvsWhheyGut+dGOH/DI/l9x3ZQbedes9yCEGJwR7xYRbhfYA/tcWouSzz3mUpaCL9/QwKJJdr8ffvKuZ6l7/M8pL/9dSud8YuQL8is4IoFZN5kpuWTkh48YNZGAj4iIqCUS8EMIeF8qWju6iFVaMWMpGEZkrdnTy588so+F9RbfuG4SSVmm+defJdmxms4lH6Ew/12DjlEaKo7H1l8/xGtrXmTGgkVcfvu7idcMV/KVxA88KsrBlT4IjYGBJSwM6YXDo5INKA1KShJ1WezEyGJIH3CRT3eEwjZvY17UEDaBvkUFhC4FqC3V5tdWN4xenJEMU2zmZ4bMsT80hnJJbgm3z76ViydfNGgS77FyJJaaQEmKXpGiV0ADcSs+plNTh7bamGG6zWGsNlJLtnVvq3rY1/BK+ytUggoAc3Nz+wX76U2nk4kdwQCyGgKp6Cx5lD1JKjbEhrbmOgLXwS+WUFJiJeKDvv8/r/8Xj7U+wg1Tb+YdM9+NEGJgRvwllw4ZLwmwvzfg8096lALBX91Qz6LmUMQ3J5tp/s3fkNx8J93X/yv+jAtHviC3QCE+iXyunoZhem8iIg4lEvARERG1RAL+EAEvlaa1qwdR3EssloRhhNu21l4+9sg+cjGTb17fTKPfzaTnPkmssI2OZX9Gaca1g47RGrq7e1j3y5/Tvnsnyy66jLOuuGZEy4vSGl/6OEGZituDjGUw4lmQYI5iOJMuVhtUN1QbVM+tx1iWm3ANquOJ7qxpfu2tNr/OS4difojm13JQ5uE9j3D3znvYU95Lc6KJW2a+jRumXz+mMZT9lpp4jrr4YEuNrwKKXjGcmoogNsbCfShCMU9o0dKA1eebN/ojKnf07ugX7OsOrKPoFwGYmZ3J8knLWT5pOcual5GP58d0XUU3oLPkYZmC2EjNq0rh9vYQuN6QIv6/X/8eT7Q+xs3TbuX2Ge8ArQ/JiF+GqHQggoHxkgD7ezy+8LSk4MFf3VDPwklm1Q9fR/O9H8CodIR++PTQPTUAqAACn97EVFrqU6TjJ551LeL4Ewn4iIiIWiIBXyPgtdYc6O4l6NlDPD60eNdKsb+zl48/2oYj4V+vamJ20Makl/4M02nnwFlfwJl83pCvte+NN1j9wE/wKhUuveXtzDtt2egW6YfVWp1qxLdsSqUePAKMTALTtLAME8uwBwhA7SnUqm7US92gNMYZOYxz6id8g+p4orVG76tpfnVqml+XZBFTBk4nVVqx8sBK7tx5N2s61hI34lw97Spum3Urs8YohnIoS40vAwp+L0WvhCEEcfPwE2nHCyUVewp7WNu5jnXd61jb/TLdXjcAU9JTQsHeHIr2pmTTuK/HDxSdJRfHVyRHqsaPIOKVVvzX9v/g6bYnuHX6Hdw6447BGfGzZ2OUD4S77kNy3lu7Hf7yN5puB/7q+nrmNxP64cu9NNzzHvzmpfTc+N1h79yFF1IhsNJUYg1Mr08RsyI/fMTIRAI+IiKilkjA1wj4rkKJUvsukvH4kMNZlJR0dffwZ091sqsg+cbFDSy33mDSS59EKJ+2c76K13DqkK+z9ZW1vPLIfSTTGa5+9/tomjLt8IvTGrwKxFKQakADvusST6VJZrNINL70KPllKkEFrTUmAnOLi36uG0oSsTCNeWEjIh9V+WrRUqN31jS/Sg056+CwqIaB1obthde5e+c9PLr3MXzlc3bTWdw+6zbOaloxJuK6z1ITNxNUggqGEMTM+Jsi3FsrraztWMeazrWs61zHAacdgMZ4I8vrl7E8fzrL65fRkpv6pkRUaq0pOAFdJQ/bMrCHaQY9nIj/z23/xjMHnuL2Ge/gbdNvGyIjvhGz2DooXlJrTVu3y5eeg86K5ovX1zOvWZG1M0ze8RR1T36O0pkfoXzWR0e6CPCLOMkWRCzN1FxyyEbdiIg+IgEfERFRSyTgqwLekT7dbW+QtATCHuxJlr5PsaebL73Qy0ttAV88J89VqS1MeumzKCtJ23l/g5+dM+g4rRRrn3iYbauepWXWHK56x3tJZkbhBZZ++CfZAPE0SmkC3yNZlyORGjxISmlFaWsnpSd2o9s9VIuNvjCHNT095v7ttxraVeitxXDy6xth86uYFEcsyYTNr+mD71+3180DbzzIfbvur8ZQzuC2Wbdy1dSrSB5jPKRUEqUl9nGemtrpdvYL9rUd69hX2QdAzs6xrPF0zmhYzhmNy5mWmta/oZgIEZVeIOkoeXiBImkPXY0/nIj/j23f4TcHnuHtM9/FTdNuGZwRn0oMGS+plaK94PPFZ6G9pPjL6/LMnyRpTjYz6ZkvE3/1fnpu/A7+tHOHvwDlg5IU4lPIpuI0Z98azeQR40Mk4CMiImqJBLwT0HmgRHfnbhKGwogNbgb1nAqV3m6+/bLLL95w+fhpWX47v5bmVV8kSE2h9dy/QaYmD3nc8/f9jLYdW1ly1nlccP3NIw6e6cevgLAg0wSGTRD4KKXJ5PPYQwxn8tvKFB5/A3d7D2Y+Tvay6RgLs/jSpyRLeIEHMKTVJmIguhhOflWbCtDmhc2vM5NhJOX8NCIWVnt95fPU/qe5c8ddvNa7layd4YbpN3DLzJuZlBzB/zwB6PF6Wde5jnWd61jTsY5dpV0ApK00yxpOZ3nDMpY3Lmd2ZtaoPfe6VswbhGI+Nr4RlRBOSS46AV1ll5htYg3RT3I4Ef/drf/K8+3P8s6Zv8UN024elBFvCzlkvKQKArpc+MtnJG1FxeevrWNJi8EUK0PTve9HuAW67vgpOtU47PqFV0Yl6ug1ckyuS5BNRHfKIoYmEvARERG1nPQCvlhw2LFlO+mYjxkfOGVVa41XKuIWSty91eM/tlZ454IUn2z4NQ3rvo6XX0TbOV9FxXODztvbcYDf3PlDyr09XHDDLZxy1jmHX4xSod89kYFEHoSB57mYlkU6lx80nEkWPQpP76Gy7gAibpK5cCrpFZMRh/hpAyXxpUc5CK02SmsMIbDNo48hPBnQHR5qcwG1uRg2v1o1za+zwuZXrTXruzdw1467+U3rsyDgkskXc/vs2zglv+TNvgQASkGJVzpfYU3HOtZ2rmN7YTsaTcJMcFr9UpY3Lmd5wzLm180bk89Df0Sl0mHVeowiKkfC9cNqvC+HrsaPJOKllnzntW+ysuN5fmvWb3Pt1BsGZ8QHZYQzOF4ycH2K2uYLT7ns75V85posK6YnaSl30nDP+/BbzqDnhm8NG0Mb2uSKBHXTqMgYU+uT0ZCniCGJBHxEREQtJ72A7zrQwf6tO0g3DBThSkoqPT3ogsszrYqvbihy6dQ435j0Sxo2/zuV5rM5cNZfoofIst67dTMrH7gTw7K48p2/zfTZg601g/A90BLSDWCn0Wh8xyWWTJI8ZDiT9iXFF/ZTem4fWmrSKyaRuXAqRurw1TulFZ70cQKHsl9CagWETXj2SENoTmK01ui9DnpzEfVqtfk1WdP82hJ61feX93Pvrvt4cPevKAUlFucWc8fs28YlhnIkHOmwoWtDVbCv5dXe11BaYRs2p+ZP6Rfsi3ILx/1nfiwRlUeKUppeJ6Cn7BG3jUED0Q4n4r/16j/zUudK3jv7/Vw95brBGfHDxEsGjkvZSvH5xyvs7Qn486vTXDy7npZtj5J95ouUzv4Y5TM+NPzCpQ9a4mamI7Vgen0KM/LDRxxCJOAjIiJqiQR8Wzv7Xt9FJn8wHlB6PpWOLnA0GwqaT6/pYXHe5L8n/YT6HXdRmnYl7cs/OWjqotaazc89xYZfP0FuUgtXv/t91Dc0jLwATbVRNQ6pRhAmSoej4pPZugHDmbTSVNa3U3hyN6rok1hUT/byGVgNR++d9WWAG7iUZAk3cBEITMPAMuxxjyw8EdEyHIalNhXQ28sDm1+XZBD1sUExlE3xJm6ZFcZQ5sYwhrIPT3ls6t7M2qpg39R9cNrp4twiljcu54yGZZySHzjt9HjTH1Epq9NgD4moHCurjetLDhRdlNIkDqnGjyTiAxXwrdf+mVWdL/Lbc/4/rmq5ZnBGfKV9ULxkmD/v4Sfr+OxDBXb3BHzyyhRXz5vM5Ke/SHz7Q/Tc9B/4U84cds3CK6ESecpWjoRtMrnuzUseipiYRAI+IiKilkjA1wp4rfELFZyuHkzDYldZ8ycvdtMYU9zd/D3q9z9G75y303XqRwfdEg88lxd/eQ97tmxg2uLTueyWO0glB/vVByADCDxI1oe2GQRSSmTgk8rnidcMZ3Jf76H38TcIWsvYU9PUXTmT2IzsmL0PEE769KRLWZap+DVWGyOGeQQTQ08WtCvDya+bqs2vgJhcbX5dmEGnjCFiKK+sxlDOOurXlUqypfdV1nasZW3nOtZ3bcBTHgLBgroFLG9cxvKGZZxWP7ppp28WWmkIqtNgDXHQN28du5iXStNT9ig4waBq/OFE/Ddf/UfWdK3iA3M/yGXNlw/MiD/t9CHjJZWUaKnwk3V85lc9vNEd8MkrM9w0O0fTPe9DSCf0wyfqh3kzNHglVG46xcCiMR0jHw15iqghEvARERG1RAK+KuDT6QxeVwG/VMaMx+hwNH+8sguhHB5s/BfqO1+ia/Hv0Tv/twakUQCUurt49u4f0dPexpKLruKsiy8lETuMZSJww+p7pgnMUET4nocQgnR9A5YdHu+3Vyg8vgt3aw9mLkb2shkkTmkY9+qc1hpPhVabkl9EqqrVJmqEHRJdDMJhUZsLcKDa/Dqr2vw6L83r7s4BMZRnNa3oj6E83J0OpRXbCttZ27GWNZ3rWN+5nrIsAzAnM4czGpexrGEZpzecRtYe203d8ULrqphXOuwTjZljElHpeGE1HjQJ++DvZL+I93ys+ECh7Cuff9nyD6zrXsPvzP09Lm68+JCM+FlDxktK30eYFkE8w2d+2cWOzoBPX1XHLY0FGu59P9708+i99p+G98NLH1DI7HRKnmZqPkkyFm2cI0IiAR8REVHLSS/gO/cfYP+m1zElBMrFiicoeYpPvdRNT7GTX9V/g1zxNTqX/THFmTcOOr5t53aev++naKU44/o7WLBkCan4COK9L9s9kYZEPQgj9Lt7HpZtk87VY5gGsuhTfGYP5bVtiJhJ5oKppM8e3KB6vPBVgBeEjbBO4KDR/WI+stoMRLfXNL8Wqs2v88Pm194pHr/Y80vu23U/HdUYyltn3cLVU6/uj6HUWrOzuJO1nWHT6brOdRSq006np6azvHEZZzQuZ1nD6eRj+TfxSseHAb55QY3V5ugiKqXSdJc9Co5Pwjb7q/FaKZyeHqQ/WMR7yuOft3yD9d0v87vzPsx52XMGZsQ31WMUW8FKDNjQB65LLJXCtZJ85sFOXu8I+Nw1DdzuP0X2N1+leN4fUzn9A8OuVXglVLIBP57DDzTT6pPD5txHnFxEAj4iIqKWk17At+/cyxurNhLPJbHsGK6v+Mq6Xna17eXB3N+Q9dtoX/E5Ki0XDThOa8221S+w7vFfkWlo5Myb382UKZPJjiTeAz8co55qCIczIdBa4TsuiWyGRDoDEkor91N8bi860KTOaCZ78bRRNageL6RS+MqjElQo+2WkVhhCYAkbMzBAVC0R4xwhONHRWqP31DS/ugpSJsbCDGpRgqf1Su7ceRev9r5GxspwxdTL2da7nT2lPXT73QBMTkzuF+zLG5bRlBj/aacTjQERlQJIHF1EZdkL6CiGkap9SS+HE/H/uPnv2dizng/N/wgr7KUDM+ITFkapHWIH4yW11kjXI16XxRUxPvNgJ9s7Ar5w9STesfOrxHY+Rffb/pNg8unDXGyYSqNyM3G0hW0KWuqiIU8RkYCPiIgYyEkv4Fu37mT3ui1km+vxfcV3tpTY9MZr3JX+Gmkc2s75Cm7jwP/YyiBgzSP3s+OVNUydv5jTrrmVfF2auuEynDVhtrtpQ7qxv/lVKon0PJK5PPFkksr6DgpPeJIkywAATWxJREFU7Ub1esQX5qm7fAZW48T1MEPVaiN9HKdM2S/jx2V4l8BVGJ7AEGHl1LJO7mFSOqhpfn292vyatzEWZ9g6dT8/6byLZ1p/jUZzWn4p10y/muUNy5mSanmzlz6hGDKiMjZ6q00gFV1ln5Lrk7QtDEOMLOKlxzc2/y2bezfy4fm/z1Jv9sCMeLxqvGSNiFcKGQSk8nkqyuCzD3by2oGAr16R5Y6X/w9o6LrjJ+j4MA3NMtxkqLoZlDxJLmnTmDlMP03EW55IwEdERNQSCfiqgE/W57lnV4WXtqzmf5J/R8yO03be1/Dr5g14fqVY4Ll7/pfOvbtZcsFlzD3nElIxi1wqxpDyQUnwXUjUhX+qdpMg8NFKk66vR+1z6H1sF8H+MnZLiuyVM4nPGvu0krFGa432wyZEI2VjJC0CAgIVIJXE9V18zyMoOUhPooRCmEZYnQcMITAME0MYJ1UevXaqza+bC+g3HABESxxvnsXu8l5mn38KsXg0lfNwHEtEZckN6Ci6GIYgbpkjinhXunxj89+ypXcTH1nwh8zvrB+YEe/3YrgFdE1GvAoCAJL5POUAPvtgJ68eCPjW+b1cs+YP8WZdTO/V3xjUT9OH8IqoVBMqnqPoBLTkEmSiIU8nNZGAj4iIqCUS8Ft3smv1FtaqJM+9/BTfiv0jRnoSbef9DUFqyoDndux9g+fu+TG+63L2Dbcxae5ibMskn4oxZPGvL9s90xSOYq/SN5wpHiQpPb0H97VujLoY2cumkzy1ccLbTkLhrkBpjKSNkbIPK5hUIPFdD1X2CQIZ5tGbPlJLAhX+rbRG1GyDTgaBrwsBaksBtakI7WHlFQNESyJMtKn+oT5qHD4cWlYbYdGQMBHpwQOdagmkorPkUfElCctEoIcV8Y50+Pqmv2Fr4VU+uvDjTNvOwYz4m2/FcDoGxUsGbnieeDZDxdd89pcdbGmT/OyU37Bi2zcpXPBJnKXvGeZiFPhlVN0MpBHD8SXT61PE3qQemIg3n0jAR0RE1BIJ+K07efzZTax59Qm+an0Xv24+B877a1R8YNzbjvVrWP3QfSQzdVxw+3tI5psRhqAxE2eQdu2zzNgHs93DhzW+42ARQ60rUF5zAGEb1QbVljAPe4KjfYVWGpGwMFNWWFE/0nMECuVKVCUAFVbltQkKjdIKpWUYaak8AhWcNAJftbvol3vRGjjgoQ+4VUEKxARiUp+gD8U9OSsS9cOgPQUWiMzIm0utNSVP0lF0MQ1BzBDDiviKrPD1TV/j/2/vvgPkOst7j3+f06Zu35VkdRvbxMY2uOACNqFjJ1yKHUJxIBBCb7nJvQFyU24uJU4gBRJII4RAQoghQEgAmwBugAEXsHHBxkW2JMuStk8/5X3vH+fM7Oxqd7WSVtKu9HzMsFPOzJw9O7v6nfc853kfqj7IW095JwO3j8/0iL/kkqy9pIGuXvtxq0VQKhEUi9TDhN+7Zpyf7o658YS/YsPkrUy++NPEI6fPv3JxCxwH07ORMLGIwAl9BZ3k6TilAV4p1e24D/C33/kA13/hw/ym869UBs9h4oL3Yb2uQ+Em4c7rvsEDt93MyOYTufDFL8fx82CFwZ4Ab+4/pkmU9XYf7PR2h2wG1GoD96GY5m1j2DChePYaypdswC2t/EPjNjaY2OLkXNySvyzdcNLWgYakGWObCQDiyryvba0lsea4CvjWWBgPsbtbM5e9rXQyJEjrv9fmuoJ9Dno11LfZ2IAB6fX2u3McJ4axaotmZMh7Qmt6ev4QH9f58L1Xsa32MG875V3kv/1AV4/4M9P2ko4H2bwJ7UmeigP9uL5PPUz4g2smeGz3BDf2/h6FIGDiis9hg/nbf0pYwRTXYPN91FsxpZzHml4trzoeaYBXSnU7rgP8rr3j3PexX+KZ3Mbomp+ndt7vzBo9azXq/OArV7PnkYc4+dyLOOtZzyexDtZYBnty+HPDe9RMa9xLw7NH4aKI6IEKyW3TmEpE7uR+ep69CX94ZZ+gCmkIsolFAhe36B+2owTW2HQnoRFjwyzMe7LkEf7jJeDbxMLYTKg3u5tp6Y3JFsg7XaU32Uh9efFSkmNZWlZjoOzi5Bc/kdpaS7UZM14PccViqtV5Q3w9rvOhez7Io/VHePsT3gVfuX2mR/yWTfu0l2xP8lQY6MdxXSphi/d/o0qw6y6uzr2f8KTnUHnOn8xfD28NEtVJ+jaDG1BpRqzpydFb0Emejjca4JVS3Y7rAH/b372Ncx/7Z+4Pnkzu+X86a1KWqb27+d4XP0ujOs05z38RW888m9hY4sQwVM4RdAdLY9Lw3tXbva25vUL8g3HM3hBvbZHe52wmt3UVnKCaGGxkEN/FLfuIf+QCrk0sJoyxzRgTWcQB8ZxDmtDnYAK+6ziIOCs+4NvYYEdnj9QzFqalXABFd1Y9vazNIaXjpyuQtbbTwlOK+9+ZiWLDaK1FK4xw6lWSONknxNfiGh+654PsqG/nHVvfQevq78z0iB/s2ae9ZHuSp0JfLyLCVKvJH3+zwYWPf553+5+jcvHv0jz9ZfOvUNzEOj62Zz0GqLdiNgwUO60w1fFBA7xSqttxHeBbjRo/++f/jVn/i/Stmzlhdef99/DDr34RP8hx0UtfwdD6TSQGojhJw3t3iUccQhKn7SGDUufuZLJF43t7MY80cHp8en5+I4Uzh1f8SKg1FhsaxBecUpB29DiK69ypl2/GkJi0ntlb/nWaG/DjJCGy0aoN+DYy2L3tUN/E7mnBWDSzQNmdNUova3JI8eh/D+2/Rzb7L/1f+3rXYza7r/O82a/jOg6Bm5v9upFJ2032+PvdGbTWUmnGjFeamPo0kph9Qnw1qvIn93yAxxqP8c71b6H6r9/u9IjPB7JPe8mkFeIVCuTKJay1TIYN/uJbLd62+w95uncv05d/lmTo1HnXR1oVTGktNt9LlBjixLJxoICnkzwdNzTAK6W6HdcBHmBsxw523/NTSkODWGu45zvXce/NNzB4wkYueskrKPT0Yiy0ooTBok8+yEYuZ/V2HwYnvd80E1q3jBHdPQWeUL5oPeUL1h3REeyD0Q7uuIJT8nFyK6vsol0vb5pZmLdpic2RmizqWAj4NjTYva3ZI/UTXaG+15tVTy9rc5BzFg3TsG+gnvsnpf3cpf6cHBGE9Ofa3n6C4IiAgIOD4GTLOjg4OI7M2vaVqEozbpL38rNmCrZRWmskvd6SzuMI44TRSpPK+DiBtXj52f3Yq1GFP77nAzze2MXbB17P1NXfmukRbxs4relOe0lrLXEzJN/Xg5/PY6yh0mrxj9ft5f/t+Q2CQg/xK6+GrnaUMytukKiRldL4NMKEvO+wtje/on5P1eGjAV4p1U0DfBbgg3KRH371i+x64KdsPfNszn7eC3E9H2uhESX0F3xK7VlWO73d+yDfA+JgE0P4kylat41DZMidMUDfs7bglld2rao1WUtIEZyyh5Nb+SdBHmq9/GFZpyMQ8NsheZ8wnT6YflkgTFtmv3dHyyB7I9gTIXtDZE+ETCWdh22fC2sCZG0Aa/M4a/Lpzh2CSBrKhXbAnj9Mp5+nLJBn/6X/k87rAJ3QvhystVTCKpOtSXzHw+86J2WmLt7Dye9/uxtjma6H7N69B9cYcoXZJ5FOR9P8yd0fYE9rN28LrmTiS9elPeJf9WrccGJWe0lrDEkUURgYwPU8QhOSGOFrX7+V947/Lg+MPJfBl35o/nr4uIl1c9jyOhCh2owZKgX0l1b23xi1PDTAK6W6HdYALyKXAh8BXOAT1tqr5jx+JfDu7GYVeIu19o7FXvNwBPiHvv99fvztr1IZH+PJz76UJ5xzASLSCe+9BZ+edniPWoBNR929fDqq9mCV5vdHsZUYZ2Oe3uduobC+b9nW8XCwNhtxF7IRd++QasyPFptYTBRjGzE2toAg/tJm5TySDjTgzxe4u0emQXAcpxOCHZEFwzTQea39hWkA24yJH68TP14n2lUjerxGMhV21sMdzOOfUMI/oUSwroS3rogTHP0jDPMJk4ixxhixicl7M6PVB1oXD9BsRex8bA9hK6RUKsx6znQ0xVV3v5+x1ihvDl/K1DduTnvEv/BFuI3RWe0luyd5EsehkTQJpMh9X/47rqh+lm+d9Nuc9dwrF/iGqtjSWmyuJ22B2UpY31+gsEK3v1o+GuCVUt0OW4AXERe4H3gesAO4BXiltfaermWeBtxrrZ0QkcuA/2utvWCx113uAH/nt77BdZ/6WxzH4cIXv5w1W07qPFYPE3ryHr15Px3KDBsQFKE4COIQP96g9b1Rkt1NZMAn97Rhep+0Htdbuf+YpsE9neymPXvqSgu7B8vGBhO2+8vbNJge5Rr+pWoHfGvtPqPTyzkyfbCSWkT0eK0T6KNdNUxlpvzGGy7gn1DEX5cGe39tccWUjRlrmGpNU2lVCLwALyt3O9C6eIAkTnh8116mqw0KpTyuM3PUZzKc5Kq738dkOMGvjz6P6vfvzHrEX4xb3YN13E57yTiM8IJ0kieAhmnSJ720rn4bJ7bu44tn/TUvuOjceb6ZBIlbJH2bwPWJjSGMDBsHi/haD39M0wCvlOp2OAP8RaSB/AXZ7fcCWGv/aIHlB4C7rLUbFnvd5QzwP7vlZr7y4Q9QHhjikpe9hlL/zORNzSgh76ezrEoSpf3d8wOQL2OmIpo/GCN+sIoUXdyzeymeOUKxvxdxVuY/op3ZUy1pcM97+509dbVK6+VtdvJrlNZfu0euXv54kVTDNNB3Qn0dU8tCvYA3UkjDfDvUrykuy/wBB6sZNxlvjGOx5LyZMpgDrYu3xjCxd4zRqRriBeS6dhInwgmuuvt9TIVTvO7BC2nc+1DaI/6MM3Cru7BeoVMeEzdbBOV0kidjDa0kZE0i9Hz+lTwel/nvc/+Wlz91474rEDewbh7bk55434wSXEdY31foHHFRxx4N8Eqpboezl9wGYHvX7R3AYqPrrwe+Pt8DIvJG4I0AmzdvXq71I261ADjprPNmhfcwSvBdh75CgESNtL1kzzps5NL67ijhXZPgCMG5A8hpBYpDA+SKxRUbDm2UYBOLU/BxDnL21NVERMAXXN/BKXrpyHwzxrYSLEe/Xv5Y4ZYD3FMC8qekvzvWWkwlmjVK37x/ksYdo+kTHMFbUyBoB/oTSngjhSP2s8h7edaW1jHRmqAW1sj7eVxxEd/BJhY7GWGXUBcvjkP/yBCeI0xUGjRDCHzBdRwGggHec/rv8kd3v49Pn/h9fqV6Fj/90r8T9PQysHk9TnVvp72kmwsIazVc308vjsOE65B/3gc55dq38aNbPsRn3N/j1ecMz14Br4CEFWhVsbkyed+l1ooZr7UY7tFJnpRS6nhwOEfgXwa8wFr769ntVwPnW2vfMc+yzwI+DlxsrR1b7HWXcwQ+jiLu+O+vE0hA75o1AISRQRxhqOjhxi3Il7F+H+Hd0+kJqi2D/3O9eOf0YQtCuW8Af05nipXCRgZrLJJ3cQvLM3vqamaNxYRJWi8fJSDOiqyXP5ZYa0mmu0bqs3DfnnkXV/DXdpXenFDCGy4c9p9JPawz1hyf1W7SGgvh0uvijTE0Jiao15tMxemyuaxsaKw1xlV3/z/Cep1fvvVkTK3JOb/+Zsr9JaQ53mkvOXeSp0bSpOwVWf/jz1C+4x94V/hWNl14Ob963sicN89Kafo3g+Olk1C1Ytb15innV/7MzurA6Qi8UqrbUS+hEZGzgC8Bl1lr79/f6x7ONpJRnHbwGCoIHgZbHCDebml+fww7HeFuLJJ/2jCmJw195YFBXG/lTYhjY4OJLU7OxS1pcJ+PTbL+8quwXn61s9aSTLb2DfVhNp2s5+CvmxPqB/PLHuojEzPRnJjVbtLaLMT7S6uLb4f4sBVStw7VZkzOd3Adh9HWXv7o7vfhTLd40fc34nlB2iPeN7PaS3YmeertAREapsmw18sJ17wTs+enXNZ8P5dd+GRe99Q5IT6qY/0Strw2fR1jaUQJGwcK5FbweTjq4GiAV0p1O5wB3iM9ifU5wE7Sk1hfZa29u2uZzcC3gddYa7+3lNc9bG0k+wewiWEgbwj8HHG1TOv7EySPN3EGAvJPG8bdXCRqtfBzOYp9/TgrrN69M3tq4OJmkzCp/etMFtWIwdo0tHlaL38kWWtJxpudQB/uqhHvrs/UpwcO/tqZQO+fUMIdyB3yz2ihdpMHUhffDvFJHBOJy0Qt7diT8132NvfwR3e/j+J4zPNuHqY0vIan/Nob8E0FJ2ph/bTkpXuSp3Y9/HprWfPFK9lpBnhu5Q947YUb+PXz18x+81YF03MCBOnJsGFssBY2DBRw9cjSMUUDvFKq2+FuI/kLwF+QtpH8pLX2AyLyZgBr7d+IyCeAK4BHsqfE+/sDdTgC/GN334vfW2Y4J3hJL807WsQPVJGCS+78Ifyf68WKJW6F5Mtl8uXyigp3neDuOzilYMW29Fvp2pNFJc24U+IhrugRjKPEGks81ph9ouzuOsTp3yzJuelIfdeJsm7/wYX6VhIy3hgjNkmn3aRNLCRZv/jc4r9T3SEez2eqEVFvxeR9l9FwD1fd/T6GdsHTf9ib9Yj/FbzWeDqnhBuk7WhbIfnedJKn0IQ44rBxz08ZuPad3NDzi/zq3it54wUjvOGCrhBvYiSJ0gmesg43jTCmEHis6Tn0HRy1cmiAV0p104mcduzgsZ/8hLVDQ/BAQHhXFRwInjxA7ikDSOCQmIQkjCj295ErzDNL4lHSmT3VE9xyoCUgy6g9wVV68msMInry6wpgE0M82pwd6vfUIcn+juUcvP48vc/bTG5z7wG99nztJg+kLr47xHtBQD1MmKiFOA6MR3u46u73s/lhl3PuLHV6xHu1mfaScyd5atfDb/zRP1K885/4xJrf4f2PnsHrzx/hTReMzKxL1MAGJWxpJthXmjHD5YD+ok7ydKzQAK+U6nbcB/jJ7Tup3vAI8oDFNg3+E3vInT+EU05PBIujCIul3D+IF6yMk8M6s6c6kk3CtLSJaNTBsYnFhDG2GWMiizggnqMnv64QNjHEe9OR+sa944TbpgEonj1CzzM34RQO7DyVue0mO3XxgYOUF583YW6Ij41lsh7SjAwT8eP88T0f4PR7cjzxZ/m0R/zFT8etPo71ciBOOsmThcJAOslTPWkw7PWy/utvxZ14mPev+wif/FmB1503zFsuWjPzex9WMD0bIKurN9ZSb8VsGCiSXyH9+NWh0QCvlOp2XAf41rYpRj9zD7YW424okL9oGHdkpg1b2Grh+j7l/gGcFTDyOjN7quCUPZzg2JmEabWYVS9vTNpf3tMjHyuFjQ2Ne8eJdtWo37Ybp+DR8+xNFM4cPqCfUWwSJluTs9pNLrUufm6It9ZSjwwTtZA9rZ386U8/yFNvL7FpR5D2iH/SaTjVPZ32kt2TPFksraTFhiRh5EtXkvRu4r19V/GFu6u85txh3v60LMSbGEnidIKn9mRRiSFKLBsHCngr4O+XOjQa4JVS3Y7rv+rRrhq2FuM8qUzxf2zohHdrDWGzQa5QoGfg6Id3ay2mZbChwSn5eIN53PzSZo5Uy0s8B7fk4w3l8QbySOBhQ4NpJtjYHO3VO+6J51A8c5i+529h+NfOwB3IM/VfDzP+zz9NS22WyHNchgtDDBeGCeOQMGmlJ4U7gp2MMK1kwec6jtMpg4nDEBGhFLis682zqbSRd53yXm59co3RoZh7v/gFJh7diS0MpjM9Y/ECn7jZJGo0cMTBczz2BHmmf/4P8Ufv4Q8L/8YVZw7w6dtG+eh3d6dHCBwPrElbVLa/B9dBBPZUmqy2gRqllFKLO64DfOmp6yi/ZAvek3s7o3PGGKJWi0JvH8W+vqM6s6q1FhNmwb3o4Q0VcIsa3FcCEUF8F7cnSH8u/TlwnXR0vpX29lZHl7+2yNBrTqPvF04kGq0z+sm7mf72o5hw4fA9Vykosq68Ds/xqUd1rGPBd6ASY2rxgsF4bogH8FxhuJzj9KETecdp7+G7T52mUor4yWc/TXWyhs33phPHQTrJU7VGEkX4jk9kYvasP4f6Ga+idNe/8Hsn3sfLzhrkn28f4y9uSkO89QtIcxKy1wDI+y6NKGGiHh38hlRKKbXiHNcBXjyH/M8NpGUQQBxHxHFMeXCIfKl01NYrDe5JGtwLHt5gIe3nrsF9RRJHcAIXry+HN1jA6UnPlTCtJN0BMzr6ebSICMWnjLDmTWdROHOY2vcfZ+/f/YTmfeNLHpX2HY+RwjD9uX6acZPYRhA40EiwlXjBn+98IV5EKOc9zl17Cu866z3ceP4UdZr8+NP/QDMUjF9CoiYiguN7NKemMUlCwc1TiWvsOeeNRMOn03vD7/Pucwwvf/Ign/3xGH920+NYAC+PU9sNdmYHshR4TNRC6mF8qJtTKaXUCnFcB/huUXaou3doCD939GZWtVGCbSVIzktLZUp+ZwdDrXziCm7exxso4A3kcYpeehJsK0l/tlrKcFQ4RZ/+XzyRodechpN3mfj3B5j4/P3EE80lPV9E6M31sLaUTprUjJtpiI8tdjJasHxqvhAP6Wj8OWtP5Tcu+B1uPH+KRm2aH33mk0ROEev5kIQ4rgsCzekK1hjyTo7xuMbYsz8IJqHvuvfyWxcP8aqnDPG5H4/z4Rsex4qHmARpzJTSiAj5wGH3VJNQy7yUUuqYoAEeMHGMF/iUB4eO2syqNjYkzQR8F2+wgNcTaMvCVU48B7eYnrPg9Wf18lF6EqyNjYb5oyDY2MPwr51Bz3M3Ez5aYe/f/4TKd3Yu+fyFnBuwtrSWclCmETUwrgVZvC5+oRAvIpw1fAq/8cz38r1zp2k8vpsff+4zxMEAYgGT4Po+No4J6zP18HtzRaYv+X383XdQvvXj/MYla/mVc4a4+s5x/vj6XSReAWlMzCql8RwH1xX2VJoYPSKklFKr3nGfEMVxKPb1UeofOCozq3aCu+vgD+bxenM6cdAxJq2Xd9J6+cECbl9aL29Do/XyR4E4Qvn8dYy88SzyJw9QvXEnez9xF62Hp5b0fEccBvL9rCmNkJiYkNZ+6+IXCvEApw2cwptf8NvcelaF6oMP85Ov/DtxcRhJQrAGJ/AJ63WiZhPf8YlNzJ5NF9A47Zco3vGP5LZ/l3c+fS2vOXeYf//JBFdd/zjGzeHU9swqpcl5LmFsGKu1Dm0DKqWUOuqO+6To53LkSz1HvA2gTdJJghDBH8jh9WlwPx7MqpcfKuD0BIBgmnHaaSjRmvkjxe0NGLj8ZAZefipYy/i/3sfElx8gqYb7fzKQ9/KsKa0l5+Wpx3US3y5aF794iD+V177kf3HPyTUmfnwn91z/TeLiMERNRMALfFqVKkkck3fzVOIqe857G/HgqfRc/7u49T28/WlreN15w3zprgk+eMNerInTkfgupZzHVCOi0tSTWpVSajXTxHiE2cR0DrW7/VkrQp1o5bgkjuDmPbyBfBrmSx6IgzW2081m7sVGWflNoiU4yyX/hH5G3nAm5Us20Lxvgr1/+xNqtzy+pB2p7naTURIReTFEFjsVYZMDC/E/1/9EXvrKd7JtQ4O9N9zEz26/jTg3AGEj3fFzHVpT01k9fJ4xU2fs2R9E4iY9334vYhPectEaXn/+CP9x9yTvu2ESUxuHeHadfynnsXe6RSteejcepZRSK4sG+CPEGpv2Cjfg9uVw+/M4gQZ3lRI3q5fvz+EPFvBHinhDhU79vNuXw+0NkLwPnpMG/XiBoB92BX1jNegvgXgOPZdsYOQNZ+KvLzH9348y+o93Ez5WXdLzS0GRdaW03WRDmhhrsRPhvHXxi4X4MwZO53mveQu7B0N2fPW/2L7tQZpuCcIGjudhrKVVrSIInnjsLvQwffH/Idh1G8Xb/xYR4c0XruGNF4zwn/dO8r4bJ7GV2V1pHBEC3+HxqSaJHu1RSqlVSQP8YdYeTbWxxelNT2h0Aldn7lT7JY4groP4Dk7g4uS8dBKp3lwa9IcKeMOFNOgPzAR9p+TPBH1rZ4J+M54J+c120Dca9Lt4g3kGX/FE+l96MqYWMfape5j6+sPpzLv74bsz7SZbtIjdJK2Lb+xbF79YiD9r5Ewuet1rqZRi7v/855ienqRuCyRhPZvkqUXUaOA7PolJ2L3lYhqnvpji7X+Pv/MHALzhgjW86cIRvnrfNH/4zV2Y+uScdXWw1rK3qpM8KaXUaiSr7Y/3eeedZ2+99dZlez3TikmmQ5zc8o6GW2uxoQEBp+Tj5Dzt466OGmstGMDaNNQbsMZAkpZ1YQw2yR6fS9ITcXEAkZnbxzjTSqjetIPaLbtxCh49z95E4czhJX3vrSRkrDFKkiTkTIDkXKS8798AYwyNiQmSOMYLglmP3frQ9/jp31+NuC7PfMf/xItixMZ4uQJJK6TQ34cbBNSTOsNSYMNX34DTnGL8iquxxWEA/vGWvXz85j284OQiv/+Ss/GC/Kz3qDRjhssB/cXZ761WHhG5zVp73tFeD6XUyqABfpkDfBrcLWDT4J7X4K5WD2ssWGYH/cRA9rV9fcGg76QB/1gK+tHuOlPXbCPaWSXY1EPvpVvwR4r7fZ6xhqnWNJVWhcD4uL6L9Ow7r4MxhvrERNbOdnaQvvmub/HIP/0XrR6HF77rPTiNGvUoIfADJDEUBvrBEVqmxYZmlTVf/lWidU9m6rK/Bif9m/ZPt+7lr763h+edXOb/XnEenjvzt85YS72VsGGgQF7PxVnRNMArpbppgF+mAG+txUZp6HGKPk5Bg7s6dqVBPw377es2sZCYmdA/z0mcwD5BfzX8nlhradwxyvR1j2JbhtL5aylfvGFJ57E04yZjjTFILAEB0usjwezqxcVC/E3f/08ev/o6Jk9wePlbf4egPs1US0gSSy7nUujrIyYBgS3bvkvfTf+P2nlvo37OGzuv8ZnbR/nod3bz7FP6ed/lZ+N1zTERJ4YosWwcKMy6X60sGuCVUt00wB9igE+DuwHTDu46c6pSbZ2gb7Iynqwmv12yk47op3+DbDonUod0lezgyIoYzTf1iOnrdtC4Yy9Ob0Df8zaTO3Vgv+sWm4TJ1iS1ZpUcOdyyj+RnnwuzWIj/9jc+x8Q1t7D7JIdf/bX3kGtUqBifSrVJqVyk2NtDM2lSdApsuflD5B68hqkXfoLohHM7r/Evt+/lL76zh2eeOsT7X3oWfldYb0YJviuc0FdYEdtZ7UsDvFKqmwb4QwjwNkpP/pO8h1v0dOZUpQ6CzUbyycp3rLWzynZIbLojMF/HFMlCvwg4R65sJ9xeYeqabcR7G+RO7qP3+Vvx+nP7fV4trDPeGMONBb9YQErurCMQi4X4az//Cao338ujZ7m86Zd/m2KrTt14jE/Xyff2UioXs3r4HBv+8/VI1GDiiquxhcHOa3z2tt38+XdHecYpw3zw8jNnhfhqK2KgmGOwpPXwK5EGeKVUNw3wBxHgbWwwscXJubglXydgUuoImB30bVrBMyvod52Iay3iOYf1d9Mmhtqtu6netBNrLOWnb6B8wbr9vmeUxEy0Jmg1GgRBDrc3N+uo3UIh3hrD1z75lzTveZQHL/J5x2X/k0IcEknARKUOpV4KBY/IhGysTzLyldcRrj+f6Uv/Mjuckfq32x7jw9+d4JJThvngS88kyNbXWkutlbC2N0c57y/z1lKHSgO8UqqbJs8DYONsEibXwR/I6+ypSh1BktXLi+cgvosTuLgFf6a15kABfzhrrTmQB9dJW2eGh2fSK3EdyhecwMgbzyJ/cj/VG3aw9xN30Xp4atHntdtN9pb7aUUtovF6WoaXcRyH4sAAzpwWk+I4XPrat+FvGmbr90P+7IaP0HRdfBsx1FOkEDUIQ4NJHHaVhpi+8LfIbf8OhTs/Pev9X37OOt598SA3/WyU93zxzs6ETiJCIXDZU2kRxgallFIrl6bPJbCJwTRjEMHrz6XB3ddNp9RKJCKI7+L15dIZbgseNkp3vm2y/MHU7Q0YuPwUBl5+KljL+L/ex8SXHyCphgs+R0Toy/Wytm8d1rU0RqdJ6lFnR2OhEO96Hpe+6V0Eg72cdEODD/3g4zSxuMQUPJdeInKeR7UVsvPE59I68XmUfvhRvN13dL25wy+dNcB7nrmW7z4wxru/8JNOiHcdwXOFHRN1dk01mKyHNMKE+DBsN6WUUgdPS2gWKaGxJu3lLr7glALEd/QEL6VWIWvSk81NPcRENu2w6C3/77ONDNWbH6N68650dtdnbKB47tpFO+0Ya5hsTlGtThMUC3i9QWe9FiqnqY2Pc+2ff5hKUmPbL/TznjNeS87JE0WGXKlI5OXYVZlirRtw0td+Haxh4vJ/w+b7Oq8hrQpffMjhg/+9jQtOHORPfumsTitJay2xscSJxbR3KrIR+oLvEHguvuvgroIOQscKLaFRSnXTAD9PgG8Hd1zJJmHSmVOVOlbYyJA0Y2wznV1VfGfZW1nG402mrt1G+PA03toifZdtJVhfXvQ5zbjJ2PRerAP5gZ5OXfxCIX5i+3a+/Vd/yVihwa7LhnnvKa/G94rEUUJpoJ/YFXZNVzlheg+brnkj4aaLmX7+X8y0+jEJEjf50iMBH/z6/Tx16yAfetlZC/aDNzYN9FE2Gm+BwHXI+w7FwMNzBd9xcDTUHxYa4JVS3bQOpIs16ZTzNrY4vT7eYB4372l4V+oYIr6D1xPgDRZwSj42af/eL1+ZiDeYZ/AVT6T/JU/A1CLGPnUPU1/fhmnECz4n7+VZ27+enJuntneSOIyAhctpBjZt4mm/+jqGKgH9397NHz30z8RRDdfzqE1OEeCwoa9MbWQjY+e+g9wj11O467Mzb+i4WMfhxSd7/N4vnsYt28b5ravvoBEm866fI0LgOZRyHqWcRznn4TpCPUzYPd1kx0SDbWM1dk7UGa+F1MOYMD485x8opdTxTkfgWzHJVKvTbzodcddJmJQ6XrTncjCNGBumEyItZ7mcaSVUb9xB7dbdOAWPnudspnDG0IKvn3aDqTNRGcXryeGX8ojIgiPxD918Mz/6/Be4b1OF5BmbeM/WK3GcAuK6lPr7aNkQF4/Ba36f/I7vMvGifyJZc8bMG4YVbGkdX72/yvv+6x6esqmfq644i77CwXWiiROTlt8Yg5D278/7DgXfJee5+K7ohFEHQUfglVLdNMC3YpKpMA3uOnuqUse1dqcpU09Hv8WTZZvfIdpdY+qaR4h2Vgk29dB76Rb8keKCy4dxxHhllMiLyfeVcRxnwRB/11e/xn3f+ha3nTpB6fwn8O6tVwI5/HyOQm8P1bjGsHEo/durMTiMvvRf8QpZPbxJkLhF0r+Za+8d5Q/+424sMFIOeMKaMicNlzlxpMRJwyVOHC5RynkH9H236+mjxGAtYMF1hbyv9fQHQgO8UqrbcR/gbTY5jAZ3pVSbNRYTxph6DLFJQ7x36LPBWmtp3LGX6eu2Y1uG0vnrKF+8HieYv+7cWstUbZLpqILfXyDwg3lDvDWGWz77Wbbf/iNufPIo6858Iv9r66vA+BT6evHyAY2kyYapx/E//1qaW57Fnp+/ikKQlQhGdaxfxJbX8U/f28bHr3+Qp2zqpxEmbBur0eoqL1rXm+8E+pNGSpw0XGbrcJFisPRgP7eeHsDXevpFaYBXSnU77gO8UkotxFoLsSFpxNhWAgjiyyHv8Jt6xPR122ncMYrTG9D3vC3kTu1fcAeh2WoyXh8jKUGhUMJau0+IT+KY7/zt3zH68ENc89RdnHzKk/itE6/EGo/y4CDGBWMTNtzzXzjf+TNql/wf9p50OTnPSUtawgq2dAItt8h3Hhjl4pOHCTyHxFgem2zw0GiNh/fWeGi0ykN7azwyVifsCuAn9OU5sSvUnzRSYutQicICOydzJdkofWIsFhAg5zkUAo+87+A5Dr576DtRq5UGeKVUNw3wSim1BDZpl9fEYGwa5A+xvCbcXmHqmm3EexvkTu6j9/lb8fpz8y6bJAlTlQmqQYNcqYgjzj4hPqzXuf4v/4rKxChfvmA7Z205k9/Y8iuIE1AeGiC0IXknYOSa30G2/4DWL3+WvfmTMNaSdy2OiUn6NoGz/9H0xFh2TjZmhfqHRms8MlYjSrIjm8AJ/flOoG8H/K1DpQW73XTTevoZGuCVUt00wCul1AGwxqa18rUIExnEObSTXm1iqN26m+qNO7EWep6+ntIF6+ad5dlaS71WY1KmsEWHnJvfJ8TXxse5/iMfpUHI1U99kAvWn83bN7+KIF+k2NdLPWkwYqD8uSshKJK86gtMxj6VZkyeFk6ujC2vPejtExvDzolGJ9A/tLfKw6PpiH1sZoL9+v7CrFB/0nCZLUPFRYP98VxPrwFeKdVNA7xSSh0kG6fda8wy9JRPpkOmv/kIzZ9O4A7m6bt0K7mtvfMuGzZCppIp6rkWuSBPa3J6Voif2L6dGz72ceI+n385+16esfZc3rrxlRR7+vBLhbQefmI7wb//OjzxF+GyP6ERJ4xWQiSqEAxswvrFmZ7xyyBODNsnGp1A//BoLS3FGa+TmPZkUTPBvnvUfstQkZy3eH/6ODG0/zXzXYeCn5bfHCv19BrglVLdNMArpdQhSueQyE56TQziOfOOoC9F88FJpq99hGSyRf5JQ/Q+ZxNuOdhnORMm1KM6E/40ju8RT9cwUYSXS0twdt1zL9/7h3/AbO7jM6fdwXNHzudNG19Bz9AQ1nPSevi7voTzvb+E538AzriCxFrGK3XqtSqIA16A4xcQv4h4Hq4XIM7SatqXKk4Mj47XO4G+PWq/faIxK9hvHCh2OuGcOJKO2m8ZLBHMs50XqqcvBh4538F3HTxnddXTa4BXSnXTAK+UUstkVk/5VgyOk9bKH2BQtJGhevNjVG/ehXgOPT+/keI5a/YZ3beJIWpGjAfThE6IqTSxcdwJ8e0e8fHpI/zzllt5wfCFvGHzK+gbHiYkIi8+I1/7bWTXj+FVn4fhUwAIE0OSGEwSEUURcRwRJWn5ihEf6+Uxbg7H8xEvwHF9HAdcWb5QHCWGR8fqnUDfPol2x0SDJPt3yxVh40ChqytOmZOGS2weKuLPqY1frJ4+77t4zsqup9cAr5TqpgFeKaUOA5sYTDPBNCKwB9dTPh5vMnXtNsKHp/HWFem7dCvB+vLs97EW04ypug0mnSniSh0noRPi2z3iwwvW89mhm7l06CLefNKvUB7op5Y0GUliev7t1VDoh1ddDf7CvekBkiQmiSOSOMJYk7aDNEIoAaGTxzoB1nGx4uM4kl5Eli3gh3E6Yt8d6h8arbFjok42YI/rCJsGCpw0Uk5r7LM6+82DxU5IX2319BrglVLdNMArpdRhlPaUT7CNCBtbxAG8pZ/0aq2lee840998FFONKJ69hp5nbsQpzO4UY1oJkcTslTFqU5P41sHP52f1iK8/ezNX52/iF4aezltOfQ353jKNpMGG0W0EX3oTPOlyeMEHDuabBBODiUkSQ2ItibEYJyBycoSSI7QOER6W2d+3u0wBvxUnPDLWXYqTdsbZOdHo1Ma7jrB5sNgJ9Cdmo/abBgp4roOxWelNYjHWIiL71NMH7vLN0nsgNMArpbppgFdKqSPERoakGWGbCXBgJ72aVkL1xh3Ubt2NU/Doec5mCmcMzQqTNjIkJmHSq7B3/DF865Er5Ds94se2bWP6sk38u7mBFw5fwltPfx1O3k/r4e/4N5wf/C1c+idw+ouW4Zu1WahPwCbtO0nEI3FyGC9PLD6RddNwnxiixDL336RDDfjNKA327UDfPoG2O9h7jrBlqNgJ9O1R+42DBQTp1NO3HY16eg3wSqluGuCVUuoIs0l20msj6ynvypJPeo1215i6ZhvRzhrBph56L92CPzJT9mITg40MjSBk5/g2jIkpFXo7PeKbU1PsfeF6vly/jhePPJO3nvk6YteQF4+R//otZPfd8JQr4YzLoX8LLPNJq5gkC/ZpaRFCesKsXwCvQOL4JOJhxCO2EMWGMDHEiSFcxoDfjNJZZtuhvj1q/9hks7OM7wpbBkuzZp49cajEur48Fo5oPb0GeKVUNw3wSil1lMw66TVMQJbWU95aS+PHe5m+bjs2NJQuWEf56etxsllPrbXYVkLsWR6bfoRaWKVc7KMxMcH1H/ko4rlsv2yA/5q8nsvXPpc3n/VaGqbFSBzS89lXQFhJ38j1oW8zDGxNw/zAVhjIvpbWLF+bSWvTQG9iOgXpAF4OvCL4+XRdHI+EdHZY065hX+aA3whngn33qP2uqZlgH7gOW4aKnXaXJw4X2TRYZKQnh5O9/oaBwoKtLw+GBnilVDcN8EoptQLYuD3TawQsrbwmqUVUrt9O445R3N6A3udtIXdqfyekmlaCEctYYzdjzVHy+SLVnY9zw8c+TnlkhPuf4/P10Rv45fWX8fonvYqWbbEen9zdX4LCIEztgMlHYGJb+jUJZ97cL2ahfsucgL8V8v3LE+5NDEk8qwQHxwOvAEEB3AAcH9yZ8wESYxcM+FFiSezsKnxHJA35+wn49TBm22h91qyzD++t8fj0TLDPeQ6bBgsUfJePveocNg+VDn0bZDTAK6W6aYBXSqkVJD3pNespH5u0c423+MhxuL3C1DXbiPc2yJ3cT+/zt+D1p11obGRIkoRKOM5oaxzrweT9D/O9f/gka5/4RH50QZ1v7L2JKze/iFf/3MswNmF9aS2uzBk9tgYqu2CiK9BPbEsvUzu6QjaQ65sn2G+B/q2Qm91F54B1SnDi9oplPevzWRlOLgv1/rw7Ecsd8GutOC3ByQL9LdvG+dmeKn/6sidzxbkbD+177aIBXinVTQO8UkqtQNZaiA1JI8a2EkDSnvILjMrbxFC7dTfVG3diLfQ8fT2lC9chroNNDEkroRZNUbFVarbBYz+8nTu+8EW2XnA+Nz1xO98a/T6vOfFyXn7y/8AVl7ybJ3A8XMfFFRdHHFxxcGSe2u4kgumdc4J99rWyi05JDEBxeCbMd4f8/i1pqczBbayZEhxjsuBuu0pwukL9fmr6DzXgR4nlW/fu5vJzNtJb8A/u+5mHBnilVDdv/4sopZQ60kQEfBfPd9Oe8q0EU4+xxqRBfs5JkuI6lC84gcJpg0z/96NUbthB/a5R+l6wldzWXtyCULI9SAg5L8C78KlUx8Z48LobeMHgpSTDhk8//EU81+PlJ/0P6nGDqjXYTvhOr7ni4Ds+nuMROD6+46Xhvm8DTv8mXHnm7G8kasLUo/uO3G+7Ee7eO3vZnhPmr7fv3ZiG74U3VlpO486ZsdbE0KpAczL7Fkz6OrNKcLz0ko2su47M7v2em/2S3QE/MZawK+A347SF5iWnjsw7Q6xSSi0XHYFXSqlVwhqb1srXIkxk0sHkBXrKNx+cZPraR0gmW+SfNETvczbhlHySRkStNonJWWo0+O5n/oldP76Tc1/5Cj7v/Dc3TtzOpuIJPKF3CyP5IYZyAwznB7OvAwwEffiOh7GGxBosJu0kYwVrLY5IGu5dH0/SkD8zeu/iStf6tqqza+y7R+5bUzPfjLjQt3HfYN+/JQ39B9Ipx5q0rt5E7TvSEhw3B0FxpgTH8cA58BDeDvi+u7ytJXUEXinVTQO8UkqtQjZOu9eYZloLPt9JrzYyVG9+jOrNuxDPoefnN1I8Zw0mjKlOTkBRCCXi63/1Z0w88ihPe/1r+cT0v/GD6bvp93upJw3CTtCdUfZKDOX7Gc6lwX4oP8BwbiC9nhtgINdHX9CDIw7GmnRdspF8B8F1XHzx8LMR/O4yHU/cNPg2JuYP9pOPQFSfWRk3gP7N+5bkDGxZeqecfbrgpGuMm0vr6v38kktwDhcN8EqpbhrglVJqFbMm6ylfjyExiOfs01M+Hmswde0jhNum8dYV6bt0K+5wnurYGDYvxBLzHx9+P42pKZ7+5tdxb3Qv55WeiCsOtbjBeDzNeDTNRFxlwlSZSCqMxxUmwinGwknGwymS7pNYAUHoC3rSYJ8fmBX2B4I+BnL9DAZ99PglRNot4dPadVfcTpmOn13SUXwXF8Gpj+5bkjP5SNYpp2uHo9MpZ+u+J9UWBva/cWd1wcn+rWx3wfHzWdmOP6sE53DRAK+U6qYBXimljgGzesq3YnBkVk95ay3Ne8eZ/uajmGpE8Zw1FC8+gfr0JDaAZlTjyx9+H1ZgywXns+nJZ1Ls68f3PQQL1mCjEJtE2CTEJjE2SQCDscJ0UmM8mmIiqTJpa2nYjyuMR9OMhROMtSaZDKe7aupTrrgM5vo6o/dD+fTrYNDHQK6P/qCPgVwvZa+U9ViXTpmO73idMh3XcXGtxanuwZ18dN+R++md83TK2Tp/t5xgkU45c0twrElLbdx8VwmOl35dRhrglVLdNMArpdQxptNTvpHOdirezEmvppVQuXEH9Vt34xQ8Ss/aSDxiwYGp6h7+40/fj4njzmt5+Ty5cplcT5mgJ/2a6ymn95V7yJdLFMol8qUiru8iUTpqbeMQm4RpVxgsVhxiEzMV15i0VSZNjfGkwkRcZSycYjycyoL+BJWots/3FDj+nIDfz2AW8IdyfQzm+xkMBih4eQQ6ZTrtWnzPWtzKY7iTO3AmH0W6R+4ru2a/WWlkJtB3B/u+zfN3yrF2prWlNemlf4FlD5IGeKVUt+M6wIe7djH+j/9I8eyzcfoHcEpFnFIZp1zCLZVwcrn0sGj70Gh2fTlPTFJKHThrDKZex1SrJNUqJrskk1PUf/QjCmeegZP9Dks+jwQBks/j5HLpfdnFCQLw/WP2dzrtKZ9gGxE2tmmNfNZTPtpdY+qabUQ7a/ibyrjn9SJ9Lo2kxn0/uImewSGatRqN6Snq05PUp6eoT0/RmJ4majbmfb+gWJwJ+eUs8JfblwL5colcsUguHyBZ6JU4RjCIzdo/WiEkYYoqE0mNiSQdyR+LptOQ35pkrDXBaGucZtLaZx2KboGhfD+DuQGGcv2dUp3BXD+Duf40/Od6ybv5rAbfJ0hivMpjeJPbcaa2dwX8R6A+2vXqMtMpZ+7Ife+GmU45YS096VYDvFLqMDmuA/zej36U0Y//9cILeB5OoZBeikWkWMApFDu30/uKOMVCGhayi1ss4ZSz28UiUi7jlEqI5yHizJRKtncOui6dGDHfY8doyFDHB5skJLUaZnoaU6thKhVMrZbeV6mm91XTr0m9nj5er2GqtTSs1+vpMvU6tjF/gDwoImnAb198vxPuJRcgQS79msvhBO3wH6Q7An7Q2RmQXA4nFyC5fLaTkF6XfA4nl88ey5YNgpkdiSBADqLbyYGykSFpRthmWkYivgMCjR/vZfq67djQ4J3Ri/ekMsFIaaZNpZD9DUqviwhxGNKoTFGfmqJRmU7D/dRk53pjaop6ZYrG9BRxGO67MiKdUf006JfSr+UiuVKRXLGAXyyQK+TwfRfXJunbW4uIpPXwnkdTojTgZzX541GF8XCK0Szkj7UmGGtOENl4n1Xo9cszIT/o64T+dtgfzg+yJj9EIYkJKrsIpnbgTG3HnXwUmXwUmXgEWtNd31O7U87mdET+JX8DA5uW7eenAV4p1e247gM/8JrXQL6At2YE4gTTqGMbzTQoNJvYRgPTTG/beh3TaGDqdeLR0Vn3pYeI90/y+TT4FwqzdwYKhXRHoHN9Zqchva+IlIo4+ez+UikNB66b1l6KdNqdOe3r7a/tC8zsPMzdOUgfTHceFnpMdx6OK9ZasBYbRTOj2+2AXa1hqln4rtYwtdnh21TTAG7bgbvRwNRq2Na+o6Xz8ryuz372u1Eq4Y2MIF071J0d50J6XQoFxPNp3n8/hdNPByy2FWKjCBu2MFGEDdPrNozSeu5WiA2zSxR27jed54Xp34JKJVsmmvmaXSfeNxweMN9Pdxg6Fz/bcch2FoI5ob9rZ8Dp7EQEOLl8ej2fQ4IcTj5bJp9PXy/wES/AigvGRbyA/Gn95E4doHLddhp3jhI/WCHsD3AGA6TgIr6LBA6Sc3ECB4L0diHfQ2G4F1njIg7gZL3ru8K+BaKwSaMynV46o/hZwJ9Kb0+Nbqc+PTWrdKfNcd0s7PeQ6ykRlEoEpSJ+uUCuUMAv5BkqljihMICf83ByFukFz/Nw3QDXdWnQZDyppaP4UYWxaIrx1mQn6G+r7mCiNYmZU5/vIPR3Ru+zr+tPYvCkcxnJ9bNGcmyImgzXJslN78SZ3I6z+26k8hjyyHdg4JWH/tlQSql5HNcj8JAeirdxNnufMWmfZWvSf5STBJMkkCTpbWPTE7C6tpkFbLOJaTSw9UYaVlqtTvi3jey+RmN2oGmPKGajiZ3rSw05rpuFl+zoQPeRgvb1+W537yAUijilYvoPvufN+r5myVpEiAg4XTsI7YvjzN5xgJn+yd0ji13XRZzOS896n7l3LnLfrF2KA33uMbRDYo1Jf3bt0B2GXWF7JlzHnfCd3dcO3rWZke25n8mlfh7F97OjUXOCd9d9MmuntJB+9tq38/mZMJ7LpZ8zL+3D7TgOtHdWu49itXdO2zuYcz+DMGu7dN+2+3u8c9N0/jbMWtYYTLaQjeM01Deb2dcWttVK/w50gn5r1s6EDSNM2Mp2HqLZOxCd6+0dimj2zkP7/bruX/B3d6kcBwkC3JEnEpz2cpzC0BJ/Ryw4Nh0K8iUN+oGLFHwk1w7/AkEW/nMuknOQvIMEXvo1n3XNESFs1tNR/EoW8CvT6Uh/VrrT2QGoTKef+zlc3yff09MZzQ9KJfxCDr9UIFfMkyvkCUo5gryPn/dxXQ/PC3A9B3EcKkmTiaSSluy0phkNpzqj+O0R/clwep/39cRlINfPUK6ffr+Mqe7hA8/5GOuGTzm0n0sXHYFXSnU7rkfgAST7h2upbPaPN8Z0Rinbt43Jgr8xc8J/ki7bPbojAsZmKXQmfNgkmdkhaDbT612j/6ZrJ8B2Ba72MsnY2Kz7lnx0YNbIZlew6gph3UcJ5h41cAqFtNa4WEz/4e8ORO3vfG7I6NomNjs03v2crK/czPZqP9Z93drZz23rTKe+gO5V6ex0dAd9h2yvZd8dga7XdZa649Deeem6T+ZOSW9NNlpdJ6lVMdOVzkh3WmqS1nzb+r6Bu/35sI1GOiq8BBIEXWVg6cUbGsLZvHlW4O4cOcrn01HvQhEplbLr2c/e94EsSHtZ2HbddPvMDd/O7LA9N3wv687VAq91JHff7AI7Ccu2I5ENQthmM91paLVmdihaISbsOsrQ2WmYuZhWuqNgmi1sMyTa8TnCSQ8JKki+iI0MNgYSwRpBJEC8PPgFxM8jXgHxC+DlEb8wc9svIF4emTs76nzbCIM4FlyL+ELZd+jJDSD5EaQQ4Kz1YHMW/nMOEjiEtAijOo2wRqM5Tb0xRb06E/AbU1NMPrqTZq067w6Ol8uRL6ej+rliEb9UICgWCEp5egoBI6V+8j3ryA+W8XN5HFdwHIcEmDI1JuMq42GF8XA6G81PA/4Dle2Mtsb5wdgdvHgZA7xSSnU77gP8gZJ2IHHdfULAYlWsc8N+921rLDaJZ0b9iwXcpBfiGJukHRy6VmDOP0Zdwad7ZDwLjLbVmhlVXWBHoPPYnDCYjI4SdY/KLvXogDpsJJ+fKaNqh+5162aVXEn3iHenbCs/czSmVEpLKrzuX/9Fwnf7875Q+O763B1LRzaWi3TvBM597Aiux2I7EpAdTUwMSaVO9bobKF3wNPB9bJIdlYyySY7CMN2hbNSzozlVbKP9t6OOaUx1/tbYWoOk0cSEMTY02MhiE4EEMA6Ij3hdYT/bAWDWjkH6VeaZQMkFyriUGQAGsCSIY8C10CfIsAOBg/EtiWOIXUNoQ8I4C/6tCvXGFLWJSaYe3UmtPklswn1aXQaFArlymXy5TK4T9AsMlPOsK5XJ96yhMNBHrlTEuJZbxn7Cszf+/GH9eSqljm8a4I8QmROsD+Qf7k6JRDv4d43EdUb9OyP+BkwCYdgp93FyAU4+B0ODXeF/Zn32CWELnFBn43h2OdA8l+bdd1P95jcpP/e5BCeeuO822HfDHMCWWGD5hV7jAF57weB5iK9t26/dvdPVvj7nNVo/+xmVa6+l94orKJ5zTlcZVKFzhERcd+Y12p8pSxqsXTedJdLNyk6yUe9OGcpio95H4CRKdXQttiMBM3+T3EKewZe/dJ/H0x2A9o3s/+bcNqY9MGHTHvHGYk16G2vSr9l9NjGYKCSp1LDVCkm1gq1nJV6NOrZRwdQfxzSa6Y5BtYltJtnOgIWkvTMgYF3A6wr8+X12DFwvj+sXyEsAzOnzns8uGWNjrMQkxCRE6X82pBU3aY01aO6q0YxqVMw046ZFZFvEJiS0LSRwsJ4l+oMWlA7856SUUktxWAO8iFwKfIR0oOQT1tqr5jwu2eO/ANSB11prbz+c67QadcLVwYz6LxD+TXsnYG6tvzGYRUb9xXVxe3qgt3f2qH/2te+FL6T8jGdQuuiieUuTbPfoX/fXudcXeGzeczYWe82ZhfZ9ztwws1CZznzPW+z5XW/X2TGQrsf3OT8gPenPhiHFp11E+eKL0zpwDd9qBZH2yakz9+yzzL5j5Eu32A6CzXYArLHpIIXNdhbaf98Sg42T9MjA9DRJtYqdnsrOBamT1PZgGjWSegMarXTm2laCDRNsZKE92apxARfBBy+H+AV8r0Dg57Mdg6H0yEDv/ttDPnbz7QxesfEQtohSSi3ssAV4EXGBjwHPA3YAt4jIV6y193QtdhlwSna5APjr7KtaBp1yn/btrsf2F/msmam5tTD7JN8k7gr7WfCPwrTcR6D41POwcZQuB1kInnPyaHe9+dxA21lmZt2dueF3vvryeU6c3edk2cVq1Rc7UXYpte6z6tsPrjgit2XLQT1PqdVusR2E9Nrs3YP5dxYGF3z9uTsItn1EoH3EoDPIYbFxnLU8rZBMT6cngFems5KhPen5KLUmthFhWjG2lWBDi40tlgGCtU9laM8hnlislFKLOJwj8OcDD1hrHwIQkc8BLwa6A/yLgU/bdFj1+yLSLyInWGt37fty6kiS7vaTB/C8Tp0tLEugVUqp5TB3B0H2c7zAH+wFTljy67d3EOJag6kvfpeBl73gINdUKaX273Aee98AbO+6vSO770CXQUTeKCK3isite/fuXfYVVctHspIOyWrr2xellDqWpX/7BL+nyPCvPg+3uHyzsCql1FyHM8DPl9rmHlNcyjJYa//OWnuetfa8kZGRZVk5pZRSSimlVqPDGeB3AN3zSG8EHjuIZZRSSimllFKZwxngbwFOEZETRSQAXgF8Zc4yXwFeI6kLgSmtf1dKKaWUUmphh+0kVmttLCJvB64lbRjwSWvt3SLy5uzxvwG+RtpC8gHSNpKvO1zro5RSSiml1LHgsPaBt9Z+jTSkd9/3N13XLfC2w7kOSimllFJKHUt0BhillFJKKaVWEQ3wSimllFJKrSIa4JVSSimllFpFNMArpZRSSim1imiAV0oppZRSahXRAK+UUkoppdQqogFeKaWUUkqpVUTSVuyrh4jsBR6Z56E+YGoJ9+/v9jAweoiruZiF1nM5n7vYcgf62FLuWy3bcDm232KPH+ufwcO9/RZ67EA/g4d7+y20Tsv5vOX8DOrv8NIfP5Tterg/g1ustSPL/JpKqdXKWntMXIC/W8r9S7h969FYz+V87mLLHehjS7lvtWzD5dh+iz1+rH8GD/f2W+ixA/0MHu7tt5K3of4OL//2O5hteCQ+g3rRi16O78uxVELzn0u8f3+3D7dDeb+lPnex5Q70saXct1q24XJsv8UeP9Y/g4d7+y30mH4Gl/64br+lLXeov8Pz3Xekt6FS6ji26kpoDjcRudVae97RXo/VTLfhodHtd2h0+x063YaHRrefUupwO5ZG4JfL3x3tFTgG6DY8NLr9Do1uv0On2/DQ6PZTSh1WOgKvlFJKKaXUKqIj8EoppZRSSq0iGuCVUkoppZRaRTTAK6WUUkoptYpogN8PETlJRP5BRL5wtNdlNRKRl4jI34vIf4jI84/2+qxGInKaiPyNiHxBRN5ytNdnNRKRkojcJiIvPNrrshqJyDNF5Kbsc/jMo70+q42IOCLyARH5SxH51aO9Pkqp1e+4DPAi8kkR2SMid825/1IRuU9EHhCR9wBYax+y1r7+6KzpynSA2+/L1to3AK8FXn4UVndFOsBteK+19s3ALwPamo4D236ZdwNXH9m1XNkOcBtaoArkgR1Hel1XogPcfi8GNgARuv2UUsvguAzwwKeAS7vvEBEX+BhwGXA68EoROf3Ir9qq8CkOfPv9bva4Sn2KA9iGIvIi4DvAt47saq5Yn2KJ209EngvcA+w+0iu5wn2KpX8Gb7LWXka6I/SHR3g9V6pPsfTt90TgZmvtbwJ6FE0pdciOywBvrb0RGJ9z9/nAA9mIewh8jnTURM1xINtPUn8MfN1ae/uRXteV6kA/g9bar1hrnwZceWTXdGU6wO33LOBC4FXAG0TkuPy7N9eBbENrrckenwByR3A1V6wD/AzuIN12AMmRW0ul1LHKO9orsIJsALZ33d4BXCAiQ8AHgLNF5L3W2j86Kmu38s27/YB3AM8F+kTkZGvt3xyNlVslFvoMPhO4nDQ4fe3Ir9aqMe/2s9a+HUBEXguMdoVRta+FPoOXAy8A+oG/OgrrtVos9HfwI8BfisglwI1HY8WUUscWDfAzZJ77rLV2DHjzkV6ZVWih7fdR4KNHemVWqYW24fXA9Ud2VValebdf54q1nzpyq7JqLfQZ/CLwxSO9MqvQQtuvDui5VEqpZaOHkmfsADZ13d4IPHaU1mU10u136HQbHhrdfodOt+Gh0e2nlDoiNMDPuAU4RUROFJEAeAXwlaO8TquJbr9Dp9vw0Oj2O3S6DQ+Nbj+l1BFxXAZ4EflX4GbgiSKyQ0Reb62NgbcD1wL3Aldba+8+muu5Uun2O3S6DQ+Nbr9Dp9vw0Oj2U0odTWKt3f9SSimllFJKqRXhuByBV0oppZRSarXSAK+UUkoppdQqogFeKaWUUkqpVUQDvFJKKaWUUquIBnillFJKKaVWEQ3wSimllFJKrSIa4JVaxUTkehE57wi8zztF5F4R+ZclLr9VRO463Ou1wHv3i8hbj8Z7K6WUUkeCBniljlMi4h3A4m8FfsFae+XhWp9l1E+6vkoppdQxSQO8UodZNhp9r4j8vYjcLSLfEJFC9lhnBF1EhkVkW3b9tSLyZRH5TxF5WETeLiK/KSI/EpHvi8hg11v8ioh8T0TuEpHzs+eXROSTInJL9pwXd73u50XkP4FvzLOuv5m9zl0i8hvZfX8DnAR8RUT+55zlXRH5UPY+d4rIm+Z5zXmXEZFnisgNInK1iNwvIleJyJUi8kMR+YmIPCFbbkRE/j17/i0i8vTs/v+bfY/Xi8hDIvLO7C2vAp4gIj/O3vcEEbkxu32XiFxycD9JpZRSamU4kBE4pdTBOwV4pbX2DSJyNXAF8M/7ec4ZwNlAHngAeLe19mwR+XPgNcBfZMuVrLVPE5FnAJ/Mnvd/gG9ba39NRPqBH4rIN7PlLwLOstaOd7+ZiJwLvA64ABDgByJyg7X2zSJyKfAsa+3onHV8PTBlrX2qiOSA74rINwC7hGUAngycBowDDwGfsNaeLyLvAt4B/AbwEeDPrbXfEZHNpNPUn5Y9/+eAZwE9wH0i8tfAe4AzrLVPyb6v3wKutdZ+QERcoLif7a6UUkqtaBrglToyHrbW/ji7fhuwdQnPuc5aWwEqIjIF/Gd2/0+As7qW+1cAa+2NItKbBfbnAy8Skf+VLZMHNmfX/3tueM9cDHzJWlsDEJEvApcAP1pkHZ8PnCUiv5Td7iPdWbl/CcuEwC3W2l3Z+z3IzFGBn5AGc4DnAqeLSPv1ekWkJ7v+VWttC2iJyB5g7TzreAvwSRHxgS93/RyUUkqpVUkDvFJHRqvregIUsusxM6Vs+UWeY7puG2b/7naPdrdvC3CFtfa+7gdE5AKgtsA6ygL3L0aAd1hrr53zPluXsMwzWdr36AAXWWsbc54P+27Xff6mZTs2zwB+EfiMiHzIWvvpJXxvSiml1IqkNfBKHV3bgHOz67+0yHKLeTmAiFxMWqoyRVpm8g7JUq6InL2E17kReImIFEWkBLwUuGk/z7kWeEs2uo2InJo990CXWcw3gLe3b4jIU/azfIW0pKa9/BZgj7X274F/AM45gPdWSimlVhwdgVfq6PowcLWIvBr49kG+xoSIfA/oBX4tu+99pDXyd2YhfhvwwsVexFp7u4h8CvhhdtcnrLWLlc8AfIK0HOj27H32Ai85iGUW807gYyJyJ+nfrBuBNy/yfYyJyHclbWP5deAu4H+LSARUSc8fUEoppVYtsXbu0XellFJKKaXUSqUlNEoppZRSSq0iGuCVUkoppZRaRTTAK6WUUkoptYpogFdKKaWUUmoV0QCvlFJKKaXUKqIBXimllFJKqVVEA7xSSimllFKriAZ4pZRSSimlVpH/D87Qb9M/WiihAAAAAElFTkSuQmCC\n", @@ -2099,22 +2064,10 @@ }, { "cell_type": "code", - "execution_count": 79, + "execution_count": 94, "id": "03ccbda5-d14f-42d5-9985-5e37d99fabc5", "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_4154/2632659588.py:95: SettingWithCopyWarning: \n", - "A value is trying to be set on a copy of a slice from a DataFrame.\n", - "Try using .loc[row_indexer,col_indexer] = value instead\n", - "\n", - "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", - " df[\"solve_fraction\"] = df[\"solve_seconds\"] / df[\"elapsed_seconds\"]\n" - ] - }, { "data": { "image/png": "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\n", @@ -2135,22 +2088,10 @@ }, { "cell_type": "code", - "execution_count": 80, + "execution_count": 95, "id": "82970b8f-789c-4d2a-8656-8eef18d1e613", "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/yc/1ssnjn654bs1n_0rts218cn0000j9v/T/ipykernel_4154/2632659588.py:95: SettingWithCopyWarning: \n", - "A value is trying to be set on a copy of a slice from a DataFrame.\n", - "Try using .loc[row_indexer,col_indexer] = value instead\n", - "\n", - "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", - " df[\"solve_fraction\"] = df[\"solve_seconds\"] / df[\"elapsed_seconds\"]\n" - ] - }, { "data": { "image/png": "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\n", From 66fa29020bfb618d2cd3ce78ddb00db090e0477b Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 31 Aug 2022 09:13:36 -0400 Subject: [PATCH 164/303] Remove conversions that shouldn't be repeated --- examples/benchmarking/solvers/Analyze.ipynb | 65 --------------------- 1 file changed, 65 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index aa84b7c610..ee019579ab 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -2486,71 +2486,6 @@ " fname=\"t=301.0.npz\", key=\"phi\",\n", " diff_fn=extract_and_diff, vmin=1e-16)" ] - }, - { - "cell_type": "markdown", - "id": "be9e2578-d5c0-4619-a1ea-19d6481d9fa4", - "metadata": { - "tags": [] - }, - "source": [ - "## convert solutions" - ] - }, - { - "cell_type": "code", - "execution_count": 125, - "id": "ad715323-dedf-4af6-8d8a-981409fe3a27", - "metadata": {}, - "outputs": [], - "source": [ - "for path in glob.glob(os.path.join(datapath, \"linux/petsc/LinearPCGSolver/*/*/solution.tsv\")):\n", - " tsv2npz(path)" - ] - }, - { - "cell_type": "code", - "execution_count": 354, - "id": "eac36eb5-6b5f-4093-a618-17fb18004c20", - "metadata": {}, - "outputs": [], - "source": [ - "for path in glob.glob(os.path.join(datapath, \"linux/petsc/LinearGMRESSolver/*/*/solution.tsv\")):\n", - " tsv2npz(path)" - ] - }, - { - "cell_type": "code", - "execution_count": 355, - "id": "0738c40b-9f54-4d53-8e81-4e5bf7b20acb", - "metadata": {}, - "outputs": [], - "source": [ - "for path in glob.glob(os.path.join(datapath, \"linux/petsc/LinearCGSSolver/*/*/solution.tsv\")):\n", - " tsv2npz(path)" - ] - }, - { - "cell_type": "code", - "execution_count": 356, - "id": "9b781ebc-8411-4c01-bf29-4cd68179db68", - "metadata": {}, - "outputs": [], - "source": [ - "for path in glob.glob(os.path.join(datapath, \"linux/petsc/LinearLUSolver/*/*/solution.tsv\")):\n", - " tsv2npz(path)" - ] - }, - { - "cell_type": "code", - "execution_count": 357, - "id": "8d7aaf6c-f631-4289-b58c-20d08718c995", - "metadata": {}, - "outputs": [], - "source": [ - "for path in glob.glob(os.path.join(datapath, \"linux/scipy/*/*/*/solution.tsv\")):\n", - " tsv2npz(path)" - ] } ], "metadata": { From 1c52ffa8e14a06bc68bdde6f71b496d73f9294be Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 31 Aug 2022 09:49:58 -0400 Subject: [PATCH 165/303] Skip missing multiindices --- examples/benchmarking/solvers/Analyze.ipynb | 28 +++++++++++++++------ 1 file changed, 20 insertions(+), 8 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index ee019579ab..6e2e68041f 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -567,7 +567,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 98, "id": "86bac0de-b7ca-4454-85be-33a74b0d5ba5", "metadata": {}, "outputs": [], @@ -767,7 +767,11 @@ " count = 0\n", " next_baseline = baseline\n", " for label in labels:\n", - " labeldf = df.loc[label]\n", + " try:\n", + " labeldf = df.loc[label]\n", + " except KeyError:\n", + " continue\n", + "\n", " (perpendicular,\n", " num,\n", " prev_baseline) = label_MultiIndex(df=labeldf,\n", @@ -2462,15 +2466,15 @@ }, { "cell_type": "code", - "execution_count": 71, - "id": "793a7532-84ef-47ed-86e5-7f2bf231f8c4", + "execution_count": 99, + "id": "0694f3ca-6daf-436d-80ad-025c1211aae3", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, "metadata": { @@ -2480,12 +2484,20 @@ } ], "source": [ - "plot_error_matrix(nucleation25_total[nucleation25_total[\"solver_class\"] != \"LinearLUSolver\"],\n", - " nucleation26_total[nucleation26_total[\"solver_class\"] != \"LinearLUSolver\"],\n", + "plot_error_matrix(nucleation25_total,\n", + " nucleation26_total,\n", " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", " fname=\"t=301.0.npz\", key=\"phi\",\n", " diff_fn=extract_and_diff, vmin=1e-16)" ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b79cf8a4-d484-4f7a-8c48-607e79f0ee54", + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { From 5be1e8e99f655c45535a183041d38760fc1871b6 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 31 Aug 2022 09:50:42 -0400 Subject: [PATCH 166/303] Remove unnecessary comparison --- examples/benchmarking/solvers/Analyze.ipynb | 57 --------------------- 1 file changed, 57 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index 6e2e68041f..3df016f12b 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -2434,63 +2434,6 @@ " diff_fn=extract_and_diff, vmin=1e-16)" ] }, - { - "cell_type": "code", - "execution_count": 64, - "id": "4d9c11c3-faf9-4c7a-a1ab-c586dfbefa57", - "metadata": {}, - "outputs": [], - "source": [ - "events = []\n", - "for fname in glob.glob(os.path.join(datapath, \"results/nucleation/nucleation25/solver.*.log\")):\n", - " events.extend(read_events(fname))\n", - "\n", - "nucleation25 = events2df(events)\n", - "nucleation25_total = extract_total_times(nucleation25)" - ] - }, - { - "cell_type": "code", - "execution_count": 65, - "id": "d1b70855-c1bd-481a-a6cf-3d4441a4b7be", - "metadata": {}, - "outputs": [], - "source": [ - "events = []\n", - "for fname in glob.glob(os.path.join(datapath, \"results/nucleation/nucleation26/solver.*.log\")):\n", - " events.extend(read_events(fname))\n", - "\n", - "nucleation26 = events2df(events)\n", - "nucleation26_total = extract_total_times(nucleation26)" - ] - }, - { - "cell_type": "code", - "execution_count": 99, - "id": "0694f3ca-6daf-436d-80ad-025c1211aae3", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_error_matrix(nucleation25_total,\n", - " nucleation26_total,\n", - " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", - " fname=\"t=301.0.npz\", key=\"phi\",\n", - " diff_fn=extract_and_diff, vmin=1e-16)" - ] - }, { "cell_type": "code", "execution_count": null, From 9cb06b9fda3632754d7b872e7730a1b9b7ab9042 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 31 Aug 2022 10:33:46 -0400 Subject: [PATCH 167/303] Loop over preconditioners --- examples/benchmarking/solvers/dispatch.sh | 37 ++++++++++++++--------- 1 file changed, 22 insertions(+), 15 deletions(-) diff --git a/examples/benchmarking/solvers/dispatch.sh b/examples/benchmarking/solvers/dispatch.sh index 40a769376d..3b65396076 100644 --- a/examples/benchmarking/solvers/dispatch.sh +++ b/examples/benchmarking/solvers/dispatch.sh @@ -38,7 +38,7 @@ LOGCONFIG="" LOGFILE="" PYTHON=python SOLVERSUITE=petsc -PRECONDITIONER=none +PRECONDITIONERS=none POWERMIN=1 POWERMAX=6 POWERSTEP=1 @@ -88,6 +88,10 @@ do POWERMAX="$2" shift # option has parameter ;; + --preconditioners) + PRECONDITIONERS="$2" + shift # option has parameter + ;; -h|--help) echo "$USAGE" exit 0 @@ -125,21 +129,24 @@ do size=$((10**${POWER})) for solver in pcg cgs gmres lu do - INVOCATION="OMP_NUM_THREADS=1 FIPY_SOLVERS=${SOLVERSUITE} ${LOG_CONFIG} \ - ${MPI} ${PYTHON} ${BASH_SOURCE%/*}/${SCRIPT} \ - --numberOfElements=${size} --solver=${solver} $@" + for preconditioner in $PRECONDITIONERS + do + INVOCATION="OMP_NUM_THREADS=1 FIPY_SOLVERS=${SOLVERSUITE} ${LOG_CONFIG} \ + ${MPI} ${PYTHON} ${BASH_SOURCE%/*}/${SCRIPT} \ + --numberOfElements=${size} --solver=${solver} --preconditioner=${preconditioner} $@" - JOBNAME="${SCRIPT}-${SOLVERSUITE}-${size}-${solver}" + JOBNAME="${SCRIPT}-${SOLVERSUITE}-${size}-${preconditioner}-${solver}" - if [[ $QSUB == 1 ]]; then - qsub -cwd -pe nodal ${NP} -q "wide64" -o "${dir}" -e "${dir}" "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} - elif [[ -n $SBATCH ]]; then - sbatch --partition=${SBATCH} --job-name=${JOBNAME} --ntasks=${NP} \ - --ntasks-per-core=2 --time=${SLURMTIME} \ - "${BASH_SOURCE%/*}/setup.sh" --log ${LOGCONFIG} ${LOGFILE} --env "${ENV}" -- ${INVOCATION} - else - echo bash "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} - bash "${BASH_SOURCE%/*}/setup.sh" --log ${LOGCONFIG} ${LOGFILE} --env "${ENV}" -- ${INVOCATION} - fi + if [[ $QSUB == 1 ]]; then + qsub -cwd -pe nodal ${NP} -q "wide64" -o "${dir}" -e "${dir}" "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} + elif [[ -n $SBATCH ]]; then + sbatch --partition=${SBATCH} --job-name=${JOBNAME} --ntasks=${NP} \ + --ntasks-per-core=2 --time=${SLURMTIME} \ + "${BASH_SOURCE%/*}/setup.sh" --log ${LOGCONFIG} ${LOGFILE} --env "${ENV}" -- ${INVOCATION} + else + echo bash "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} + # bash "${BASH_SOURCE%/*}/setup.sh" --log ${LOGCONFIG} ${LOGFILE} --env "${ENV}" -- ${INVOCATION} + fi + done done done From 641017613230567705a432bffc2f1f1c8b3b08c0 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 16 Nov 2022 08:15:33 -0500 Subject: [PATCH 168/303] Add explanatory text --- examples/benchmarking/solvers/Analyze.ipynb | 457 +++++++++++++++++--- 1 file changed, 406 insertions(+), 51 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index 3df016f12b..548444730d 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -1,10 +1,93 @@ { "cells": [ + { + "cell_type": "markdown", + "id": "b6593036-4413-4329-8775-abfd97390a4b", + "metadata": {}, + "source": [ + "# Harmonizing and Benchmarking FiPy's Solver Suites" + ] + }, + { + "cell_type": "markdown", + "id": "60d7c090-3609-4179-87b1-d1284489aa7d", + "metadata": { + "tags": [] + }, + "source": [ + "## What's the problem?" + ] + }, + { + "cell_type": "markdown", + "id": "1bd37954-9534-4a7c-a9ad-5407a14c0ede", + "metadata": {}, + "source": [ + "FiPy relies on 3rd party packages for linear solving:\n", + "- PySparse (serial, Python 2.7 only)\n", + "- SciPy (serial)\n", + "- PyTrilinos (MPI parallel)\n", + "- petsc4py (MPI parallel)\n", + "- pyamgx (GPU (CPU serial))" + ] + }, + { + "cell_type": "markdown", + "id": "f159291f-8823-4ff6-ac3f-2b46bb84e0c5", + "metadata": {}, + "source": [ + "**Q:** Why do we still support PySparse?\n", + "- [Python 3 came out 14 years ago](https://docs.python.org/release/3.0/)\n", + "- [Python 2.7 was declared officially end of life on January 1st (April 20th), 2020](https://www.python.org/doc/sunset-python-2/)\n", + "- [PySparse was abandoned by it's author in 2010](https://sourceforge.net/p/pysparse/git/ci/0bd1d8da1ffc4a0d3e2abc457ccc2ca9cb44ccba/log/?path=)\n", + "\n", + "**A:** It's *fast* (at least we think so...) and many FiPy users (Windows) can't take advantage of MPI parallelism\n", + "\n", + "**A':** How do we know?\n", + "\n", + "**A'':** And compared to what?" + ] + }, + { + "cell_type": "markdown", + "id": "9851bb41-4ff6-4e0c-b15b-65c3e6e85b4c", + "metadata": { + "tags": [] + }, + "source": [ + "## Approach" + ] + }, + { + "cell_type": "markdown", + "id": "0e2655fe-aaa9-409d-a978-bd96de0ee50d", + "metadata": {}, + "source": [ + "- Ensure that all solver suites are doing the same thing (*i.e.*, what do \"tolerance\" and \"residual\" mean?)\n", + "- Compare widest combinations of solvers and preconditioners in *serial*\n", + "\n", + " (PySparse is serial-only and the question is whether we need to continue supporting PySparse)\n", + "- Choose benchmark problems that illuminate the effect of solver choice and system size and not artifacts of length scale or incubation time" + ] + }, + { + "cell_type": "markdown", + "id": "151cf58e-c7ce-46e0-ba99-78393f916eb9", + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, + "source": [ + "## Code" + ] + }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 3, "id": "01973cc4-abe8-4eba-a586-0e680bce7349", - "metadata": {}, + "metadata": { + "tags": [] + }, "outputs": [], "source": [ "datapath = \"../../../../solvers_and_timings\"" @@ -17,12 +100,12 @@ "tags": [] }, "source": [ - "## imports" + "### imports" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 4, "id": "10cb75b9-d1a2-4ddc-90bf-68a382e059c4", "metadata": {}, "outputs": [], @@ -47,10 +130,11 @@ "cell_type": "markdown", "id": "37d1b116-ff9f-4fda-916f-f273b38739cd", "metadata": { + "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ - "## utilities" + "### utilities" ] }, { @@ -909,7 +993,67 @@ "tags": [] }, "source": [ - "## diffusion" + "## Nonlinear Diffusion" + ] + }, + { + "cell_type": "markdown", + "id": "6d5e6cd4-c57f-4dc5-8bb2-4a09d3f3a89a", + "metadata": {}, + "source": [ + "$$\n", + "\\begin{aligned}\n", + "\\nabla\\cdot\\left(\\phi\\nabla\\phi\\right) &= 0\n", + "\\\\\n", + "\\phi|_{x=0} &= 1\n", + "\\\\\n", + "\\phi|_{x=1} &= 0\n", + "\\\\\n", + "\\hat{n}\\cdot\\left(\\phi\\nabla\\phi\\right)|_{y=0} &= 0\n", + "\\\\\n", + "\\hat{n}\\cdot\\left(\\phi\\nabla\\phi\\right)|_{y=1} &= 0\n", + "\\end{aligned}\n", + "$$" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "eaee3fc0-a4f6-4689-97ab-f37898af2e92", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "data = np.load(os.path.join(datapath, \"results/diffusion/harmonic/petsc/LinearGMRESSolver/ILUPreconditioner/1000000/solution.npz\"))\n", + "plt.imshow(data[\"value\"])" + ] + }, + { + "cell_type": "markdown", + "id": "1222aa24-bd98-47bd-a7e7-b668bd8fbf3f", + "metadata": {}, + "source": [ + "**TODO:** Show matrix" ] }, { @@ -964,7 +1108,14 @@ "cell_type": "code", "execution_count": 13, "id": "eae57e2d-0207-4520-a53e-bac238e18563", - "metadata": {}, + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true, + "source_hidden": true + }, + "tags": [] + }, "outputs": [ { "data": { @@ -1023,7 +1174,12 @@ "cell_type": "code", "execution_count": 14, "id": "414f59c1-764e-418c-9453-84603ddf966d", - "metadata": {}, + "metadata": { + "jupyter": { + "source_hidden": true + }, + "tags": [] + }, "outputs": [], "source": [ "macos_sweep = extract_sweep_times(macos)" @@ -1116,7 +1272,14 @@ "cell_type": "code", "execution_count": 16, "id": "e6fceaf6-dbe9-4130-9eb4-9cc94d196116", - "metadata": {}, + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true, + "source_hidden": true + }, + "tags": [] + }, "outputs": [ { "ename": "NameError", @@ -1198,7 +1361,13 @@ "cell_type": "code", "execution_count": 21, "id": "6e6dfe05-5787-4829-ad8a-c347a4be11eb", - "metadata": {}, + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, "outputs": [ { "data": { @@ -1308,7 +1477,14 @@ "cell_type": "code", "execution_count": 24, "id": "4aa3c701-f191-45d5-ad9f-d78f3e66592b", - "metadata": {}, + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true, + "source_hidden": true + }, + "tags": [] + }, "outputs": [ { "data": { @@ -1331,7 +1507,14 @@ "cell_type": "code", "execution_count": 25, "id": "c287ed7a-4206-43d0-8871-eeca7f23377f", - "metadata": {}, + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true, + "source_hidden": true + }, + "tags": [] + }, "outputs": [ { "data": { @@ -1386,11 +1569,47 @@ "plot_by_solver(linux_total)" ] }, + { + "cell_type": "code", + "execution_count": 28, + "id": "a0f7ca9a-018d-475d-8369-4f6b33dd5837", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", + " & (linux_total[\"numberOfElements\"] == 316**2)],\n", + " linux_total[(linux_total[\"package.solver\"] == \"scipy\")\n", + " & (linux_total[\"numberOfElements\"] == 316**2)],\n", + " by=[\"package.solver\", \"solver_class\", \"preconditioner\"],\n", + " fname=\"solution.npz\", key=\"value\",\n", + " diff_fn=scale_and_diff)" + ] + }, { "cell_type": "code", "execution_count": 26, "id": "a1286dee-fd05-48f0-a1f1-08bd4e411738", - "metadata": {}, + "metadata": { + "jupyter": { + "source_hidden": true + }, + "tags": [] + }, "outputs": [ { "data": { @@ -1446,7 +1665,13 @@ "cell_type": "code", "execution_count": 27, "id": "b264b652-1220-46a2-9f17-5557716a8518", - "metadata": {}, + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, "outputs": [ { "data": { @@ -1471,37 +1696,6 @@ " diff_fn=scale_and_diff) " ] }, - { - "cell_type": "code", - "execution_count": 28, - "id": "a0f7ca9a-018d-475d-8369-4f6b33dd5837", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", - " & (linux_total[\"numberOfElements\"] == 316**2)],\n", - " linux_total[(linux_total[\"package.solver\"] == \"scipy\")\n", - " & (linux_total[\"numberOfElements\"] == 316**2)],\n", - " by=[\"package.solver\", \"solver_class\", \"preconditioner\"],\n", - " fname=\"solution.npz\", key=\"value\",\n", - " diff_fn=scale_and_diff)" - ] - }, { "cell_type": "markdown", "id": "6d485c50-c630-4692-8724-509992f50ced", @@ -1574,7 +1768,13 @@ "cell_type": "code", "execution_count": 32, "id": "27fe520d-1363-456e-857c-a2726e753b2a", - "metadata": {}, + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, "outputs": [ { "data": { @@ -1633,6 +1833,7 @@ "cell_type": "markdown", "id": "86442811-80b0-4373-8f64-6a79cb1b7c59", "metadata": { + "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -1714,6 +1915,7 @@ "cell_type": "markdown", "id": "75a53ee3-50c5-43eb-9346-b15d49c39e7d", "metadata": { + "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -1795,6 +1997,7 @@ "cell_type": "markdown", "id": "cdaf219f-2b38-463f-9f84-19a6095294b3", "metadata": { + "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -1884,7 +2087,99 @@ "tags": [] }, "source": [ - "## nucleation" + "## Phase Field Benchmark 8c\n", + "\n", + "(explicit nucleation, multiple seeds at random times)" + ] + }, + { + "cell_type": "markdown", + "id": "4d5d3413-ff6d-4f90-b24f-7dcaae25bea2", + "metadata": {}, + "source": [ + "- Problem 3 in *Nucleation Benchmark Problem*, Wenkun Wu *et al.*, January 16, 2020\n", + "- Based on problem 2.3 in *Benchmark problems for nucleation*, Tamás Pusztai, September 25, 2019\n", + "- Revised to [PFHub statement](https://pages.nist.gov/pfhub/benchmarks/benchmark8.ipynb/#Part-%28c%29)" + ] + }, + { + "cell_type": "markdown", + "id": "6ecf2a2e-3300-428b-b559-1c092fb8acd4", + "metadata": {}, + "source": [ + "$$\n", + "\\begin{aligned}\n", + "\\frac{\\partial\\phi}{\\partial t} &= \\nabla^2 \\phi - g'(\\phi) + \\Delta f p'(\\phi)\n", + "\\\\\n", + "\\Delta f &= \\frac{1}{6\\sqrt{2}}\n", + "\\\\\n", + "\\hat{n}\\cdot\\nabla\\phi|_\\text{all boundaries} &= 0\n", + "\\end{aligned}\n", + "$$\n", + "\n", + "Nuclei of $r^* = 2$ introduced at random times and random locations:\n", + "$$\n", + "\\phi_i(\\mathbf{r}) = \\frac{1}{2}\\left[\n", + " 1 - \\tanh\\frac{\n", + " \\left(\n", + " \\left|\n", + " \\mathbf{r} - \\mathbf{r}_i\n", + " \\right| - 1.1 r^*\n", + " \\right)\n", + " }{\\sqrt{2}}\n", + "\\right]\n", + "$$\n", + "\n", + "Initial condition extracted from central NxN elements of 1000x1000 simulation at $t=300$." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "401d1438-e7e7-4dfb-b638-31a6bdf8f727", + "metadata": {}, + "outputs": [], + "source": [ + "data = np.load(os.path.join(datapath, \"results/nucleation/nucleation23/pysparse/LinearGMRESSolver/JacobiPreconditioner/1000000/t=300.0.npz\"))" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "55578c0e-e533-4fd1-9f4c-e930271a94e9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.imshow(data[\"phi\"])" + ] + }, + { + "cell_type": "markdown", + "id": "761ce69d-baf1-4e07-a303-8243b829152a", + "metadata": {}, + "source": [ + "**TODO:** Show matrix" ] }, { @@ -2293,7 +2588,13 @@ "cell_type": "code", "execution_count": 59, "id": "d65c3eed-e378-4fae-91e4-5108eb836d16", - "metadata": {}, + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, "outputs": [ { "data": { @@ -2380,7 +2681,13 @@ "cell_type": "code", "execution_count": 62, "id": "ada13d7c-6041-4df8-858b-66e374cd6a98", - "metadata": {}, + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, "outputs": [ { "data": { @@ -2434,10 +2741,58 @@ " diff_fn=extract_and_diff, vmin=1e-16)" ] }, + { + "cell_type": "markdown", + "id": "de6806b5-39a9-4d38-b9be-b3b874b736b6", + "metadata": { + "tags": [] + }, + "source": [ + "## Binary Alloy Phase Field" + ] + }, + { + "cell_type": "markdown", + "id": "a883033c-094d-46c6-8298-f63a247cbd7b", + "metadata": {}, + "source": [ + "\\begin{align}\n", + "\\frac{1}{M_\\phi}\\frac{\\partial \\phi}{\\partial t} &= \\nabla\\cdot\\left(\\kappa_\\phi\\nabla \\phi\\right)\n", + "- \\left[\n", + " \\left(1-C\\right)\\frac{L_A\\left(T - T_m^A\\right)}{T_m^A}\n", + " + C\\frac{L_B\\left(T - T_m^B\\right)}{T_m^B}\n", + "\\right] p'(\\phi)\n", + "- \\left[\n", + " \\left(1-C\\right)\\frac{W_A}{2}\n", + " + C\\frac{W_B}{2}\n", + "\\right] g'(\n", + "\\\\\n", + "\\frac{\\partial C}{\\partial t} &= \\nabla\\cdot\\left(D_C\\nabla C\\right)\n", + "\\\\ &\\quad {} + \\nabla\\cdot\\left(\n", + " D_C\\frac{C\\left(1-C\\right)}{RT}\n", + " \\left\\{\n", + " \\left[\n", + " \\frac{L_B\\left(T - T_m^B\\right)}{T_m^B}\n", + " - \\frac{L_A\\left(T - T_m^A\\right)}{T_m^A}\n", + " \\right] p'(\\phi)\n", + " - \\frac{W_B - W_A}{2} g'(\\phi)\n", + " \\right\\}\n", + " \\nabla_\\phi\\right)\n", + "\\end{align}" + ] + }, + { + "cell_type": "markdown", + "id": "caf889e0-b1e2-4ee1-a60f-dee080e1b6ce", + "metadata": {}, + "source": [ + "(haven't done this one, yet)" + ] + }, { "cell_type": "code", "execution_count": null, - "id": "b79cf8a4-d484-4f7a-8c48-607e79f0ee54", + "id": "3ab02329-a758-4bee-a5cd-75038ed2e008", "metadata": {}, "outputs": [], "source": [] @@ -2459,7 +2814,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.4" + "version": "3.10.6" } }, "nbformat": 4, From 2d7aa7b2df75ca91bdc15f8e78f1afd77684f16b Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 22 Dec 2022 13:13:08 -0800 Subject: [PATCH 169/303] Add facility to store matrix --- examples/benchmarking/solvers/diffusion.py | 24 ++++++++++++++++------ 1 file changed, 18 insertions(+), 6 deletions(-) diff --git a/examples/benchmarking/solvers/diffusion.py b/examples/benchmarking/solvers/diffusion.py index 7db12e4c9b..c9cf32357e 100644 --- a/examples/benchmarking/solvers/diffusion.py +++ b/examples/benchmarking/solvers/diffusion.py @@ -26,6 +26,9 @@ type=float, default=1.) parser.add_argument("--right", help="value of right-hand Dirichlet condition", type=float, default=0.) +parser.add_argument("--store_matrix", + help="store the matrix and RHS vector along with other output", + action='store_true') args, unknowns = parser.parse_known_args() @@ -96,10 +99,19 @@ state["state"] = "END" solver._log.debug(json.dumps(state)) - if (args.output is not None) and (parallelComm.procID == 0): - filename = os.path.join(path, "solution.npz") - x, y, value = [field.value.reshape((mesh.nx, mesh.ny)) - for field in (mesh.x, mesh.y, var)] - numerix.savez(filename, x=mesh.x, y=mesh.y, value=value) + if args.output is not None: + mtxname = os.path.join(path, "matrix.mtx") + eq.matrix.exportMmf(mtxname) + + rhs_value = eq.RHSvector + + if parallelComm.procID == 0: + rhsname = os.path.join(path, "rhs.npz") + numerix.savez(rhsname, rhs=rhs_value) + + filename = os.path.join(path, "solution.npz") + x, y, value = [field.value.reshape((mesh.nx, mesh.ny)) + for field in (mesh.x, mesh.y, var)] + numerix.savez(filename, x=mesh.x, y=mesh.y, value=value) - solver._log.debug("result stored in {}".format(filename)) + solver._log.debug("result stored in {}".format(filename)) From 646052a53e1279d18f1309eec839aa1790033eb7 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 22 Dec 2022 13:14:46 -0800 Subject: [PATCH 170/303] Add ability to store matrix --- .../benchmarking/solvers/nucleation.ipynb | 165 +++++++++--------- examples/benchmarking/solvers/nucleation.py | 94 +++++----- 2 files changed, 133 insertions(+), 126 deletions(-) diff --git a/examples/benchmarking/solvers/nucleation.ipynb b/examples/benchmarking/solvers/nucleation.ipynb index b8043e01fe..fa21096371 100644 --- a/examples/benchmarking/solvers/nucleation.ipynb +++ b/examples/benchmarking/solvers/nucleation.ipynb @@ -32,7 +32,7 @@ }, { "cell_type": "code", - "execution_count": 339, + "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:53.359783Z", @@ -61,7 +61,7 @@ }, { "cell_type": "code", - "execution_count": 229, + "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:53.370454Z", @@ -87,16 +87,16 @@ }, { "cell_type": "code", - "execution_count": 230, + "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "_StoreAction(option_strings=['--tolerance'], dest='tolerance', nargs=None, const=None, default=1e-10, type=, choices=None, help='linear solver tolerance', metavar=None)" + "_StoreTrueAction(option_strings=['--store_matrix'], dest='store_matrix', nargs=0, const=True, default=False, type=None, choices=None, required=False, help='store the matrix and RHS vector along with other output', metavar=None)" ] }, - "execution_count": 230, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -132,7 +132,10 @@ "parser.add_argument(\"--iterations\", help=\"maximum number of linear iterations to take for each sweep\",\n", " type=int, default=1000)\n", "parser.add_argument(\"--tolerance\", help=\"linear solver tolerance\",\n", - " type=float, default=1e-10)" + " type=float, default=1e-10)\n", + "parser.add_argument(\"--store_matrix\",\n", + " help=\"store the matrix and RHS vector along with other output\",\n", + " action='store_true')" ] }, { @@ -144,7 +147,7 @@ }, { "cell_type": "code", - "execution_count": 317, + "execution_count": 68, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:53.395528Z", @@ -156,15 +159,16 @@ "if isnotebook:\n", " # argv = [\"--numberOfElements=10000\", \"--totaltime=1.2\", \"--checkpoint_interval=0.12\",\n", " # \"--nucleation_scale=100\", \"--output=nucleation6\"]\n", - " argv = [\"--numberOfElements=100000\", \"--nucleation_scale=1000\", \"--output=nucleation21\",\n", - " \"--restart=../../../../solvers_and_timings/nucleation18/t=300.0.npz\"]\n", + " argv = [\"--numberOfElements=16\", \"--nucleation_scale=1000\", \"--output=nucleation32\",\n", + " \"--restart=../../../../solvers_and_timings/results/nucleation/nucleation18/t=300.0.npz\",\n", + " \"--store_matrix\"]\n", "else:\n", " argv = None" ] }, { "cell_type": "code", - "execution_count": 318, + "execution_count": 69, "metadata": {}, "outputs": [], "source": [ @@ -187,7 +191,7 @@ }, { "cell_type": "code", - "execution_count": 319, + "execution_count": 70, "metadata": {}, "outputs": [], "source": [ @@ -199,7 +203,7 @@ }, { "cell_type": "code", - "execution_count": 320, + "execution_count": 71, "metadata": {}, "outputs": [], "source": [ @@ -217,7 +221,7 @@ }, { "cell_type": "code", - "execution_count": 321, + "execution_count": 72, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:53.457100Z", @@ -232,7 +236,7 @@ }, { "cell_type": "code", - "execution_count": 322, + "execution_count": 73, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.857436Z", @@ -242,9 +246,9 @@ "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -252,14 +256,12 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -278,7 +280,7 @@ }, { "cell_type": "code", - "execution_count": 323, + "execution_count": 74, "metadata": {}, "outputs": [], "source": [ @@ -335,7 +337,7 @@ }, { "cell_type": "code", - "execution_count": 324, + "execution_count": 75, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.865085Z", @@ -356,7 +358,7 @@ }, { "cell_type": "code", - "execution_count": 325, + "execution_count": 76, "metadata": {}, "outputs": [], "source": [ @@ -405,7 +407,7 @@ }, { "cell_type": "code", - "execution_count": 326, + "execution_count": 77, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.905447Z", @@ -436,7 +438,7 @@ }, { "cell_type": "code", - "execution_count": 327, + "execution_count": 78, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.958325Z", @@ -470,7 +472,7 @@ }, { "cell_type": "code", - "execution_count": 328, + "execution_count": 79, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.967486Z", @@ -499,7 +501,7 @@ }, { "cell_type": "code", - "execution_count": 329, + "execution_count": 80, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:55.979827Z", @@ -540,7 +542,7 @@ }, { "cell_type": "code", - "execution_count": 330, + "execution_count": 81, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:57.903813Z", @@ -553,7 +555,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "storing results in nucleation21\n" + "storing results in nucleation32\n" ] } ], @@ -587,7 +589,7 @@ }, { "cell_type": "code", - "execution_count": 331, + "execution_count": 82, "metadata": {}, "outputs": [], "source": [ @@ -663,7 +665,7 @@ }, { "cell_type": "code", - "execution_count": 332, + "execution_count": 83, "metadata": {}, "outputs": [], "source": [ @@ -672,14 +674,14 @@ }, { "cell_type": "code", - "execution_count": 333, + "execution_count": 84, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAeoAAAGiCAYAAAAoZoU7AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy89olMNAAAACXBIWXMAAA9hAAAPYQGoP6dpAAAtb0lEQVR4nO3df3BUVZ738U+ThA5q0g5Ikk4RIIxMRBCLSVyJyy/NGCZY1DBSW+6OpejObskMP4QUj2Ni7cpsqe3MwzrRQoM4iLIsi1UbUCyQJVuSREqoJRgWFM0wO9FkqcQ8uEMaGO2Q5j5/aHpp0/lx+3aSw837VXWquCfn9P32Ka1vn3PPvddjWZYlAABgpFHDHQAAAOgdiRoAAIORqAEAMBiJGgAAg5GoAQAwGIkaAACDkagBADAYiRoAAIORqAEAMBiJGgAAgzlK1IFAQB6PR2vWrOmzXW1trfLz85WamqopU6Zo06ZNTk4LAMCwCwQCuu2225SWlqaMjAwtWbJEjY2NUW0eeugheTyeqDJ79mxb54k7UR89elSbN2/WzJkz+2zX1NSkRYsWae7cuWpoaFB5eblWr16tqqqqeE8NAMCwq62t1YoVK3TkyBFVV1erq6tLxcXFunjxYlS7H/7wh2ptbY2Uffv22TpPcjzBXbhwQffff79eeeUVPfXUU3223bRpkyZOnKiKigpJ0rRp01RfX68NGzZo6dKl8ZweAIBht3///qjjrVu3KiMjQ8eOHdO8efMi9V6vV1lZWXGfJ65EvWLFCt1zzz36wQ9+0G+iPnz4sIqLi6PqFi5cqC1btujSpUtKSUnp0ScUCikUCkWOL1++rP/5n//RuHHj5PF44gkZADBMLMvS+fPnlZ2drVGjBmdr1FdffaXOzk7Hn2NZVo884/V65fV6++3b0dEhSRo7dmxUfU1NjTIyMnT99ddr/vz5evrpp5WRkTHgmGwn6p07d+qDDz7Q0aNHB9S+ra1NmZmZUXWZmZnq6urS2bNn5ff7e/QJBAL65S9/aTc0AIDBWlpaNGHChIR/7ldffaXxY8boQgI+67rrrtOFC9Gf9OSTT2r9+vV99rMsS6WlpZozZ45mzJgRqS8pKdFf/MVfaNKkSWpqatLf/d3f6a677tKxY8cGlPwlm4m6paVFjz76qA4cOKDU1NQB9/v2r5PuV2D3NjsuKytTaWlp5Lijo0MTJ06UtFbSwL4YAMAUIUm/UVpa2qB8emdnpy5I+j9yliFCkv7vhQtqaWlRenp6pH4gCXXlypU6ceKEDh06FFV/3333Rf49Y8YMFRQUaNKkSdq7d6/uvffeAcVlK1EfO3ZM7e3tys/Pj9SFw2HV1dVp48aNCoVCSkpKiuqTlZWltra2qLr29nYlJydr3LhxMc/T+zKDVyRqALg6DfalS6+kgU8he5eenh6VqPuzatUq7dmzR3V1df2uGPj9fk2aNEmnT58e8OfbStRFRUU6efJkVN3DDz+sm266Sb/4xS96JGlJKiws1Ntvvx1Vd+DAARUUFMS8Pg0AQDxSvinxCttsb1mWVq1apd27d6umpka5ubn99vniiy/U0tIS87Jvb2wl6rS0tKi1d0m69tprNW7cuEh9WVmZzpw5o23btkmSli9fro0bN6q0tFR/+7d/q8OHD2vLli36l3/5FzunBgCgT8mKc4f0Ff3tWLFihXbs2KG33npLaWlpkdVjn8+nMWPG6MKFC1q/fr2WLl0qv9+vTz/9VOXl5brhhhv04x//eNDi6ldra6uam5sjx7m5udq3b5/Wrl2rF198UdnZ2XrhhRe4NQsAkFDJcjaj7rLZvrKyUpK0YMGCqPqtW7fqoYceUlJSkk6ePKlt27bp3Llz8vv9uvPOO/XGG2/Yul7vsbp3dhksGAzK5/NJelxcowaAq01I0rPq6Oiwde13oLpzxK8kjXHwOV9K+oU0aHHGK+EzagAAhsNQL30PFVPjAgDAFqebyewufQ8V3p4FAIDBmFEDAFyBpW8AAAzmdNf3pUQFkmAsfQMAYDBm1AAAV2DpGwAAgznd9W3qQ61Z+gYAwGDMqAEAruDWGTWJGgDgClyjBgDAYE5vzzI1IXKNGgAAg5n6AwIAAFtY+gYAwGBu3UzG0jcAAAZjRg0AcAWWvgEAMBi7vgEAwJAz9QcEAAC2sPQNAIDB2PUNAACGHDNqAIArsPQNAIDB3Lrr29S4AACwhWvUAABgyDGjBgC4AteoAQAwWHKSlOJx0N+SFE5YOAnD0jcAAAZjRg0AcIXkZCnZhTNqEjUAwBVSHC59p1iJiyWRWPoGAMBgzKgBAK6QkKVvA5GoAQCukJIkpThYJ065nLhYEomlbwAADGYrUVdWVmrmzJlKT09Xenq6CgsL9c477/TavqamRh6Pp0f55JNPHAcOAECUpAQUA9la+p4wYYKeffZZ3XjjjZKk119/XT/60Y/U0NCg6dOn99qvsbFR6enpkePx48fHGS4AAL1IlrN1YkOXvm0l6sWLF0cdP/3006qsrNSRI0f6TNQZGRm6/vrr4woQAIABcWmijvsrhcNh7dy5UxcvXlRhYWGfbWfNmiW/36+ioiIdPHiw388OhUIKBoNRBQCAkcj2ru+TJ0+qsLBQX331la677jrt3r1bN998c8y2fr9fmzdvVn5+vkKhkP7pn/5JRUVFqqmp0bx583o9RyAQ0C9/+Uu7oQEARjKXzqg9lmXZunOss7NTzc3NOnfunKqqqvTb3/5WtbW1vSbrb1u8eLE8Ho/27NnTa5tQKKRQKBQ5DgaDysnJkfS4JK+dcAEAwy4k6Vl1dHRE7VdKlGAwKJ/Pp44pUrqDDWHBsOT7gwYtznjZnlGPHj06spmsoKBAR48e1fPPP6+XX355QP1nz56t7du399nG6/XK6yUhAwDg+IEnlmVFzX7709DQIL/f7/S0AABES5azW6wcPNVsMNlK1OXl5SopKVFOTo7Onz+vnTt3qqamRvv375cklZWV6cyZM9q2bZskqaKiQpMnT9b06dPV2dmp7du3q6qqSlVVVYn/JgCAkY1ELX3++ed64IEH1NraKp/Pp5kzZ2r//v26++67JUmtra1qbm6OtO/s7NS6det05swZjRkzRtOnT9fevXu1aNGixH4LAABcyvZmsuHQvVGAzWQAcDUaos1ktyRgM9lJF2wmAwDASC5d+ualHAAAGIwZNQDAHZLkyqzmwq8EABiRnL4By9AdWyRqAIA7JMuVWY1r1AAAGMyFvz0AACOSS2fULvxKAIARyaWJmqVvAAAM5sLfHgCAEWmUnO36NvR91CRqAIA7OF36NvT2LJa+AQAwGDNqAIA7uHRGTaIGALiD0yeTGXqNmqVvAAAMxowaAOAOLH0DAGAwp2/PYukbAIBBlJSAYkMgENBtt92mtLQ0ZWRkaMmSJWpsbIxqY1mW1q9fr+zsbI0ZM0YLFizQRx99ZOs8JGoAAOJQW1urFStW6MiRI6qurlZXV5eKi4t18eLFSJtf//rXeu6557Rx40YdPXpUWVlZuvvuu3X+/PkBn4elbwCAOzi9Rm1z6Xv//v1Rx1u3blVGRoaOHTumefPmybIsVVRU6IknntC9994rSXr99deVmZmpHTt26JFHHhnQeZhRAwDcITkBRVIwGIwqoVBoQKfv6OiQJI0dO1aS1NTUpLa2NhUXF0faeL1ezZ8/X++///6AvxaJGgCAK+Tk5Mjn80VKIBDot49lWSotLdWcOXM0Y8YMSVJbW5skKTMzM6ptZmZm5G8DwdI3AMAdErT03dLSovT09Ei11+vtt+vKlSt14sQJHTp0qMffPB5P1LFlWT3q+kKiBgC4g9O3Z32zxpyenh6VqPuzatUq7dmzR3V1dZowYUKkPisrS9LXM2u/3x+pb29v7zHLHkBYAADADsuytHLlSu3atUvvvvuucnNzo/6em5urrKwsVVdXR+o6OztVW1urO+64Y8DnYUYNAHAHp0vfYXvNV6xYoR07duitt95SWlpa5Lqzz+fTmDFj5PF4tGbNGj3zzDOaOnWqpk6dqmeeeUbXXHONfvKTnwz4PCRqAIA7DHGirqyslCQtWLAgqn7r1q166KGHJEmPPfaYvvzyS/385z/XH//4R91+++06cOCA0tLSBnweEjUAAHGwrP4fDu7xeLR+/XqtX78+7vOQqAEA7uD0NZdO+g4iEjUAwB2GeOl7qJCoAQDu4PTtWV2JCiSxuD0LAACDMaMGALiD06VvQzOioWEBAGCTSzeTsfQNAIDBbCXqyspKzZw5M/Ic1MLCQr3zzjt99qmtrVV+fr5SU1M1ZcoUbdq0yVHAAADElKDXXJrGVqKeMGGCnn32WdXX16u+vl533XWXfvSjH+mjjz6K2b6pqUmLFi3S3Llz1dDQoPLycq1evVpVVVUJCR4AgAiXJmpbYS1evDjq+Omnn1ZlZaWOHDmi6dOn92i/adMmTZw4URUVFZKkadOmqb6+Xhs2bNDSpUvjjxoAgBEi7mvU4XBYO3fu1MWLF1VYWBizzeHDh1VcXBxVt3DhQtXX1+vSpUu9fnYoFFIwGIwqAAD0qfs1l/EWQ3dt2Q7r5MmTuu666+T1erV8+XLt3r1bN998c8y2bW1tPd65mZmZqa6uLp09e7bXcwQCAfl8vkjJycmxGyYAYKRx6dK37USdl5en48eP68iRI/rZz36mZcuW6dSpU72293g8UcfdDzH/dv2VysrK1NHRESktLS12wwQAwBVs/34YPXq0brzxRklSQUGBjh49queff14vv/xyj7ZZWVmR93N2a29vV3JyssaNG9frObxer7xer93QAAAjGQ88ic2yLIVCoZh/Kyws1Ntvvx1Vd+DAARUUFCglJcXpqQEA+F888EQqLy/Xe++9p08//VQnT57UE088oZqaGt1///2Svl6yfvDBByPtly9frs8++0ylpaX6+OOP9eqrr2rLli1at25dYr8FAAAuvUZtK6zPP/9cDzzwgFpbW+Xz+TRz5kzt379fd999tySptbVVzc3Nkfa5ubnat2+f1q5dqxdffFHZ2dl64YUXuDULAIAB8ljdu7sMFgwG5fP5JD0uiWvXAHB1CUl6Vh0dHUpPT0/4p3fniI4tUvo1Dj7nT5Lvpxq0OONl6EQfAACbXLqZzNDbuwEAgGTs7wcAAGxy6a5vEjUAwB1Y+gYAAEPN0N8PAADY5NIZtaFhAQBgU/fbs5z0N5ChYQEAAIkZNQDALVj6BgDAYCRqAAAM5tL7qLlGDQCAwZhRAwDcgaVvAAAMliRnWY2lbwAAYBczagCAO7D0DQCAwdj1DQAAhhozagCAO7D0DQCAwdj1DQAAhhozagCAO7h0MxmJGgDgDlyjBgDAYC5N1FyjBgDAYIb+fgAAwCaXzqgNDQsAAHusUZLlYEOYZegas6FhAQAAiRk1AMAlwslfFyf9TWRoWAAA2OPWRM3SNwAABjP09wMAAPZ0JXnUleRx0N+SZCUuoAQhUQMAXCGcnKxwcvyJOpxsSbqUuIAShKVvAAAMxowaAOAK4aQkhR0sfYeTzJxRk6gBAK5wWUkKK/5EfdnA69OSzaXvQCCg2267TWlpacrIyNCSJUvU2NjYZ5+amhp5PJ4e5ZNPPnEUOAAAV+pSkuNiIluJura2VitWrNCRI0dUXV2trq4uFRcX6+LFi/32bWxsVGtra6RMnTo17qABABgpbC1979+/P+p469atysjI0LFjxzRv3rw++2ZkZOj6668f0HlCoZBCoVDkOBgM2gkTADAChZWksIM90mFdTmA0ieNo13dHR4ckaezYsf22nTVrlvx+v4qKinTw4ME+2wYCAfl8vkjJyclxEiYAYAT4OlE7KyaKO1FblqXS0lLNmTNHM2bM6LWd3+/X5s2bVVVVpV27dikvL09FRUWqq6vrtU9ZWZk6OjoipaWlJd4wAQC4qsW963vlypU6ceKEDh061Ge7vLw85eXlRY4LCwvV0tKiDRs29Lpc7vV65fV64w0NADACOV/6jn/H+GCK6xutWrVKe/bs0cGDBzVhwgTb/WfPnq3Tp0/Hc2oAAGJy69K3rRm1ZVlatWqVdu/erZqaGuXm5sZ10oaGBvn9/rj6AgAwkthK1CtWrNCOHTv01ltvKS0tTW1tbZIkn8+nMWPGSPr6+vKZM2e0bds2SVJFRYUmT56s6dOnq7OzU9u3b1dVVZWqqqoS/FUAACNZWEnqGulL35WVlero6NCCBQvk9/sj5Y033oi0aW1tVXNzc+S4s7NT69at08yZMzV37lwdOnRIe/fu1b333pu4bwEAGPHCSnZc7Kirq9PixYuVnZ0tj8ejN998M+rvDz30UI+Hfc2ePdv297K99N2f1157Ler4scce02OPPWYrKAAA7AprlKPrzGGb7S9evKhbb71VDz/8sJYuXRqzzQ9/+ENt3bo1cjx69GjbcfGsbwAA4lBSUqKSkpI+23i9XmVlZTk6D4kaAOAKTndud8+ov/00TCe3DNfU1ESezDl//nw9/fTTysjIsPUZvI8aAOAKiXopR05OTtTTMQOBQFzxlJSU6J//+Z/17rvv6h//8R919OhR3XXXXVGPyB4IZtQAAFyhpaVF6enpkeN4Z9P33Xdf5N8zZsxQQUGBJk2aZHtDNYkaAOAKl5XsaOn78je3Z6Wnp0cl6kTx+/2aNGmS7Qd+kagBAK6QqGvUg+WLL75QS0uL7Qd+kagBAIjDhQsX9Pvf/z5y3NTUpOPHj2vs2LEaO3as1q9fr6VLl8rv9+vTTz9VeXm5brjhBv34xz+2dR4SNQDAFYZ6Rl1fX68777wzclxaWipJWrZsmSorK3Xy5Elt27ZN586dk9/v15133qk33nhDaWlpts5DogYAuILzB570/1CvKy1YsKDPB4H927/9W9yxXInbswAAMBgzagCAK1x5L3R8/e3NqIcKiRoA4ArxvFgjur+ZSNQAAFe47HAz2WVDZ9RcowYAwGDMqAEAruD89iwzZ9QkagCAK3RplMPNZJcTGE3isPQNAIDBmFEDAFzB+a5vlr4BABg0zq9Rs/QNAABsYkYNAHAFt86oSdQAAFcIO3yEqKmJmqVvAAAMxowaAOAK7PoGAMBgzt9HbeZrOUjUAABXcL6ZLP6+g4lr1AAAGIwZNQDAFdw6oyZRAwBcwfntWWYmapa+AQAwGDNqAIArOL89y8wHnpCoAQCu4NZr1Cx9AwBgMGbUAABXcP7AEzPnriRqAIArdDnc9e2k72Cy9fMhEAjotttuU1pamjIyMrRkyRI1Njb226+2tlb5+flKTU3VlClTtGnTprgDBgBgJLGVqGtra7VixQodOXJE1dXV6urqUnFxsS5evNhrn6amJi1atEhz585VQ0ODysvLtXr1alVVVTkOHgCAbt27vp0UE9mKav/+/VHHW7duVUZGho4dO6Z58+bF7LNp0yZNnDhRFRUVkqRp06apvr5eGzZs0NKlS2P2CYVCCoVCkeNgMGgnTADACHTZ4a7vy25Y+v62jo4OSdLYsWN7bXP48GEVFxdH1S1cuFD19fW6dOlSzD6BQEA+ny9ScnJynIQJABgBum/PclJMFHeitixLpaWlmjNnjmbMmNFru7a2NmVmZkbVZWZmqqurS2fPno3Zp6ysTB0dHZHS0tISb5gAAFzV4l6QX7lypU6cOKFDhw7129bj8UQdW5YVs76b1+uV1+uNNzQAwAjE7VlXWLVqlfbs2aO6ujpNmDChz7ZZWVlqa2uLqmtvb1dycrLGjRsXz+kBAOihS0lKGum3Z1mWpZUrV2rXrl169913lZub22+fwsJCVVdXR9UdOHBABQUFSklJsRctAAAjjK1EvWLFCm3fvl07duxQWlqa2tra1NbWpi+//DLSpqysTA8++GDkePny5frss89UWlqqjz/+WK+++qq2bNmidevWJe5bAABGPG7PklRZWSlJWrBgQVT91q1b9dBDD0mSWltb1dzcHPlbbm6u9u3bp7Vr1+rFF19Udna2XnjhhV5vzQIAIB5uvT3LVqLu3gTWl9dee61H3fz58/XBBx/YORUAABDP+gYAuIRbX3NJogYAuEKXkjRqpO/6BgAAQ4sZNQDAFb5e+o4/rbH0DQDAIOIaNQAABnNrouYaNQAABmNGDQBwBR54AgCAwbqUJA+3ZwEAgKHEjBoA4AphJWkUt2cBAGCmsMMnk5maqFn6BgDAYMyoAQCu4NYZNYkaAOAK7PoGAABDjhk1AMAVLivZ0Us5LhuaEs2MCgAAm8IOl765Rg0AwCAKa5TDRG3m1WAzowIAAJKYUQMAXOLrXdvu2/VNogYAuEJYyfI4eoSomSmRpW8AAAxm5s8HAABs4n3UAAAYLOzwGrWpt2ex9A0AgMFI1AAAVwh/s/TtpNhRV1enxYsXKzs7Wx6PR2+++WbU3y3L0vr165Wdna0xY8ZowYIF+uijj2x/LxI1AMAVujRKXUpyUOylxIsXL+rWW2/Vxo0bY/7917/+tZ577jlt3LhRR48eVVZWlu6++26dP3/e1nm4Rg0AwBWCwWDUsdfrldfr7dGupKREJSUlMT/DsixVVFToiSee0L333itJev3115WZmakdO3bokUceGXA8zKgBAK4Q/ualHE6KJOXk5Mjn80VKIBCwHUtTU5Pa2tpUXFwcqfN6vZo/f77ef/99W5/FjBoA4AqJ2vXd0tKi9PT0SH2s2XR/2traJEmZmZlR9ZmZmfrss89sfRaJGgDgCpcdJuru+6jT09OjErUTHo8n6tiyrB51/WHpGwCABMvKypL0vzPrbu3t7T1m2f0hUQMAXMHZju+khL6UIzc3V1lZWaquro7UdXZ2qra2VnfccYetz2LpGwDgCmElyXKQ1uw+QvTChQv6/e9/HzluamrS8ePHNXbsWE2cOFFr1qzRM888o6lTp2rq1Kl65plndM011+gnP/mJrfPYnlH3d4P3t9XU1Mjj8fQon3zyid1TAwBgjPr6es2aNUuzZs2SJJWWlmrWrFn6+7//e0nSY489pjVr1ujnP/+5CgoKdObMGR04cEBpaWm2zmP7p0f3Dd4PP/ywli5dOuB+jY2NURfnx48fb/fUAAD06usZ9dC9lGPBggWyLKvXv3s8Hq1fv17r16+POyYpjkTd1w3efcnIyND1119vux8AAAMx1Il6qAzZZrJZs2bJ7/erqKhIBw8e7LNtKBRSMBiMKgAAjESDnqj9fr82b96sqqoq7dq1S3l5eSoqKlJdXV2vfQKBQNRTYXJycgY7TADAVS58OclxMZHH6muBvb/OHo92796tJUuW2Oq3ePFieTwe7dmzJ+bfQ6GQQqFQ5DgYDH6TrB+XZP8JMQCA4RSS9Kw6OjoS9iCRKwWDQfl8PqX/v9/Jk25vo9aVrOB5Bcd/b9DijNew3Ec9e/ZsnT59ute/e73eyJNhEvmEGAAArjbDch91Q0OD/H7/cJwaAOBS4a5kebriT2uWg76DyXZU/d3gXVZWpjNnzmjbtm2SpIqKCk2ePFnTp09XZ2entm/frqqqKlVVVSXuWwAARrxw1yh5uuK/zmx1mfmwTtuJur6+XnfeeWfkuLS0VJK0bNkyvfbaa2ptbVVzc3Pk752dnVq3bp3OnDmjMWPGaPr06dq7d68WLVqUgPABAPhauCvJYaJ24WayodK9UYDNZABwNRqazWQpTS3yOPh8KxjUpdwc4zaTmbkgDwCATV1dSfJcct+MmkQNAHAFK5wsK+wgrTnpO4jMvHIOAAAkMaMGALhFV9LXxUl/A5GoAQDu4NJEzdI3AAAGY0YNAHCHsEfq8jjrbyASNQDAHbq+KU76G4ilbwAADMaMGgDgDi6dUZOoAQDuQKIGAMBgXZIuOexvIK5RAwBgMGbUAAB3CH9TnPQ3EIkaAOAOLr1GzdI3AAAGY0YNAHAHl86oSdQAAHdwaaJm6RsAAIMxowYAuENYzmbF7PoGAGAQsfQNAACGGjNqAIA7uHRGTaIGALjDJTl71reTvoOIRA0AcAeXPkKUa9QAABiMGTUAwB24PQsAAIO5dDMZS98AABiMGTUAwB1cOqMmUQMA3MGliZqlbwAADMaMGgDgDuz6BgDAYCx9AwCAoWY7UdfV1Wnx4sXKzs6Wx+PRm2++2W+f2tpa5efnKzU1VVOmTNGmTZviiRUAgN5dSkAxkO1EffHiRd16663auHHjgNo3NTVp0aJFmjt3rhoaGlReXq7Vq1erqqrKdrAAAPQqnIBiINvXqEtKSlRSUjLg9ps2bdLEiRNVUVEhSZo2bZrq6+u1YcMGLV261O7pAQCIjWvU8Tl8+LCKi4uj6hYuXKj6+npduhR7nSEUCikYDEYVAABGokFP1G1tbcrMzIyqy8zMVFdXl86ePRuzTyAQkM/ni5ScnJzBDhMAcLXrvj0r3mLo0veQ7Pr2eDxRx5ZlxazvVlZWpo6OjkhpaWkZ9BgBAFc5J0na6bL5IBr0+6izsrLU1tYWVdfe3q7k5GSNGzcuZh+v1yuv1zvYoQEAYLxBT9SFhYV6++23o+oOHDiggoICpaSkDPbpAQAjxSU5Wyd2y+1ZFy5c0PHjx3X8+HFJX99+dfz4cTU3N0v6etn6wQcfjLRfvny5PvvsM5WWlurjjz/Wq6++qi1btmjdunWJ+QYAAEjcntWtvr5ed955Z+S4tLRUkrRs2TK99tpram1tjSRtScrNzdW+ffu0du1avfjii8rOztYLL7zArVkAAAyA7US9YMGCyGawWF577bUedfPnz9cHH3xg91QAAAwcL+UAAMBgXXJ2jdrQXd+8lAMAAIMxowYAuMMlSbEfzzHw/gYiUQMA3MHpzm2uUQMAMIi4Rg0AAIYaM2oAgDtwexYAAAZzuhnM0M1kLH0DABCH9evXy+PxRJWsrKyEn4cZNQDAHcJyNv2MY+l7+vTp+vd///fIcVJSkoMAYiNRAwDcoUvO7qP+5vp2MBiMqu7r1cvJycmDMou+EkvfAABcIScnRz6fL1ICgUCvbU+fPq3s7Gzl5ubqL//yL/WHP/wh4fEwowYAuEOCZtQtLS1KT0+PVPc2m7799tu1bds2fe9739Pnn3+up556SnfccYc++ugjjRs3zkEg0UjUAAB3cPrAkm/6p6enRyXq3pSUlET+fcstt6iwsFDf/e539frrr0deAZ0ILH0DAJAA1157rW655RadPn06oZ9LogYAuEM4AcWBUCikjz/+WH6/39kHfQtL3wAAd0jQ0vdArVu3TosXL9bEiRPV3t6up556SsFgUMuWLXMYSDQSNQDAHYY4Uf/3f/+3/uqv/kpnz57V+PHjNXv2bB05ckSTJk1yGEg0EjUAAHHYuXPnkJyHRA0AcIcuSZaD/ryUAwCAQeQ00RqaqNn1DQCAwZhRAwDcgaVvAAAM5tJEzdI3AAAGY0YNAHCHLkmXHfR30ncQkagBAO4QlrOlb0MTNUvfAAAYjBk1AMAduuRs+mnojJpEDQBwBxI1AAAGuyRXJmquUQMAYDBm1AAAd7gsZ7u+nfQdRCRqAIA7dEnyOOhvaKJm6RsAAIPFlahfeukl5ebmKjU1Vfn5+Xrvvfd6bVtTUyOPx9OjfPLJJ3EHDQBAD10JKAayvfT9xhtvaM2aNXrppZf053/+53r55ZdVUlKiU6dOaeLEib32a2xsVHp6euR4/Pjx8UUMAEAsl8TStyQ999xz+ulPf6q/+Zu/0bRp01RRUaGcnBxVVlb22S8jI0NZWVmRkpSUFHfQAACMFLYSdWdnp44dO6bi4uKo+uLiYr3//vt99p01a5b8fr+Kiop08ODBPtuGQiEFg8GoAgBAn8IJKAaylajPnj2rcDiszMzMqPrMzEy1tbXF7OP3+7V582ZVVVVp165dysvLU1FRkerq6no9TyAQkM/ni5ScnBw7YQIARirLQTFUXLdneTzRFwEsy+pR1y0vL095eXmR48LCQrW0tGjDhg2aN29ezD5lZWUqLS2NHAeDQZI1AGBEsjWjvuGGG5SUlNRj9tze3t5jlt2X2bNn6/Tp073+3ev1Kj09PaoAADAS2UrUo0ePVn5+vqqrq6Pqq6urdccddwz4cxoaGuT3++2cGgCAEcn20ndpaakeeOABFRQUqLCwUJs3b1Zzc7OWL18u6etl6zNnzmjbtm2SpIqKCk2ePFnTp09XZ2entm/frqqqKlVVVSX2mwAA4EK2E/V9992nL774Qv/wD/+g1tZWzZgxQ/v27dOkSZMkSa2trWpubo607+zs1Lp163TmzBmNGTNG06dP1969e7Vo0aLEfQsAAFzKY1mWwXvdvhYMBuXz+SQ9Lsk73OEAAGwJSXpWHR0dg7Ln6H9zxFlJTj4/KOmGQYszXryUAwDgEk6fA2rmM0R5KQcAAAZjRg0AcIlL3xQn/c1DogYAuARL3wAAYIgxowYAuESXnC1fmzmjJlEDAFzCndeoWfoGAMBgzKgBAC7hzs1kJGoAgEtwjRoAAIO5c0bNNWoAAAzGjBoA4BLu3PVNogYAuARL3wAAYIgxowYAuAS7vgEAMBhL3wAAYIgxowYAuAS7vgEAMBhL3wAAYIgxowYAuAS7vgEAMJg7l75J1AAAl3DnZjKuUQMAYDBm1AAAl3DnjJpEDQBwCXdeo2bpGwAAgzGjBgC4BLdnAQBgMJa+AQDAEGNGDQBwiUtyltbY9Q0AwCBi6RsAAAwxZtQAAJdg1zcAAAZj6TvipZdeUm5urlJTU5Wfn6/33nuvz/a1tbXKz89XamqqpkyZok2bNsUVLAAAvbuUgGKf3Zxol+1E/cYbb2jNmjV64okn1NDQoLlz56qkpETNzc0x2zc1NWnRokWaO3euGhoaVF5ertWrV6uqqspx8AAADCe7OTEeHsuyLDsdbr/9dn3/+99XZWVlpG7atGlasmSJAoFAj/a/+MUvtGfPHn388ceRuuXLl+s///M/dfjw4ZjnCIVCCoVCkeOOjg5NnDhR0lpJXjvhAgCGXUjSb3Tu3Dn5fL6Ef3owGPzmc53miK/jbGlpUXp6eqTW6/XK6439uXZzYlwsG0KhkJWUlGTt2rUrqn716tXWvHnzYvaZO3eutXr16qi6Xbt2WcnJyVZnZ2fMPk8++aQliUKhUCguKv/1X/9lJ+UM2JdffmllZWUlJMbrrruuR92TTz4Z87zx5MR42NpMdvbsWYXDYWVmZkbVZ2Zmqq2tLWaftra2mO27urp09uxZ+f3+Hn3KyspUWloaOT537pwmTZqk5ubmQfk1NliCwaBycnJ6/DozHXEPvas1duIeWldr3N2romPHjh2Uz09NTVVTU5M6Ozsdf5ZlWfJ4PFF1vc2m48mJ8Yhr1/e3v0SsL9Zf+1j13XpbZvD5fFfVf5zd0tPTiXsIXa1xS1dv7MQ9tK7WuEeNGrxHd6Smpio1NXXQPr8vdnOiXbZG7YYbblBSUlKPXwrt7e09flF0y8rKitk+OTlZ48aNsxkuAABmiCcnxsNWoh49erTy8/NVXV0dVV9dXa077rgjZp/CwsIe7Q8cOKCCggKlpKTYDBcAADPEkxPjYvei9s6dO62UlBRry5Yt1qlTp6w1a9ZY1157rfXpp59almVZjz/+uPXAAw9E2v/hD3+wrrnmGmvt2rXWqVOnrC1btlgpKSnWv/7rvw74nF999ZX15JNPWl999ZXdcIcVcQ+tqzVuy7p6YyfuoUXc5ukvJyaC7URtWZb14osvWpMmTbJGjx5tff/737dqa2sjf1u2bJk1f/78qPY1NTXWrFmzrNGjR1uTJ0+2KisrHQUNAIAp+sqJiWD7PmoAADB0eHsWAAAGI1EDAGAwEjUAAAYjUQMAYDBjEvXV+upMO3HX1NTI4/H0KJ988skQRizV1dVp8eLFys7Olsfj0ZtvvtlvHxPG227cpox3IBDQbbfdprS0NGVkZGjJkiVqbGzst99wj3k8cZsw5pWVlZo5c2bk6V2FhYV65513+uwz3GMt2Y/bhLGOJRAIyOPxaM2aNX22M2HMrxoJ3UMep+770F555RXr1KlT1qOPPmpde+211meffRazffe92Y8++qh16tQp65VXXrF9b/ZwxH3w4EFLktXY2Gi1trZGSldX15DGvW/fPuuJJ56wqqqqLEnW7t27+2xvynjbjduU8V64cKG1detW68MPP7SOHz9u3XPPPdbEiROtCxcu9NrHhDGPJ24TxnzPnj3W3r17rcbGRquxsdEqLy+3UlJSrA8//DBmexPGOp64TRjrb/uP//gPa/LkydbMmTOtRx99tNd2poz51cKIRP1nf/Zn1vLly6PqbrrpJuvxxx+P2f6xxx6zbrrppqi6Rx55xJo9e/agxRiL3bi7/8f64x//OATRDcxAEp4p430lO4napPG2LMtqb2+3JPV5r6WJYz6QuE0d8+985zvWb3/725h/M3Gsu/UVt2ljff78eWvq1KlWdXW1NX/+/D4TtcljbqJhX/ru7OzUsWPHVFxcHFVfXFys999/P2afw4cP92i/cOFC1dfX69KlS4MW65XiibvbrFmz5Pf7VVRUpIMHDw5mmAlhwng7Ydp4d3R0SFKfbxIyccwHEnc3U8Y8HA5r586dunjxogoLC2O2MXGsBxJ3N1PGesWKFbrnnnv0gx/8oN+2Jo65yYY9UQ/GqzOHQjxx+/1+bd68WVVVVdq1a5fy8vJUVFSkurq6oQg5biaMdzxMHG/LslRaWqo5c+ZoxowZvbYzbcwHGrcpY37y5Eldd9118nq9Wr58uXbv3q2bb745ZluTxtpO3KaMtSTt3LlTH3zwgQKBwIDamzTmV4O4XnM5GAb71ZmDxU7ceXl5ysvLixwXFhaqpaVFGzZs0Lx58wY1TqdMGW87TBzvlStX6sSJEzp06FC/bU0a84HGbcqY5+Xl6fjx4zp37pyqqqq0bNky1dbW9pr0TBlrO3GbMtYtLS169NFHdeDAAVuvmTRlzK8Gwz6jvlpfnZmo15vNnj1bp0+fTnR4CWXCeCfKcI73qlWrtGfPHh08eFATJkzos61JY24n7liGY8xHjx6tG2+8UQUFBQoEArr11lv1/PPPx2xr0ljbiTuW4RjrY8eOqb29Xfn5+UpOTlZycrJqa2v1wgsvKDk5WeFwuEcfk8b8ajDsifpqfXVmol5v1tDQIL/fn+jwEsqE8U6U4Rhvy7K0cuVK7dq1S++++65yc3P77WPCmMcTdywm/DduWZZCoVDMv5kw1r3pK+5YhmOsi4qKdPLkSR0/fjxSCgoKdP/99+v48eNKSkrq0cfkMTfSsGxh+5bheHXmcMT9m9/8xtq9e7f1u9/9zvrwww+txx9/3JJkVVVVDWnc58+ftxoaGqyGhgZLkvXcc89ZDQ0NkdvKTB1vu3GbMt4/+9nPLJ/PZ9XU1ETdRvOnP/0p0sbEMY8nbhPGvKyszKqrq7OampqsEydOWOXl5daoUaOsAwcOxIzZhLGOJ24Txro33971beqYXy2MSNSWdfW+OtNO3L/61a+s7373u1Zqaqr1ne98x5ozZ461d+/eIY+5+7aOb5dly5bFjNuyzBhvu3GbMt6xYpZkbd26NdLGxDGPJ24Txvyv//qvI/9Pjh8/3ioqKooku1gxW9bwj7Vl2Y/bhLHuzbcTtaljfrXgNZcAABhs2K9RAwCA3pGoAQAwGIkaAACDkagBADAYiRoAAIORqAEAMBiJGgAAg5GoAQAwGIkaAACDkagBADAYiRoAAIP9f1W9zql48nPOAAAAAElFTkSuQmCC\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -687,14 +689,12 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAS4AAAD8CAYAAADJwUnTAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAAdhElEQVR4nO3df4xdZ33n8ffHHhNMcUSGEMtMIpxidzfhR0OIAlJQS4E0IRIybAtrhJCrZWWkDRJoWWmTdrVNtfKKrYD+sbuw6xREdhUaLBEULyq0sUVARCjB8YY4jsnGbVxix5oouJWNGIzH+e4fzzmZ6/HM3HPnnh/Pvffzko7uvcfnnvOdY8/Xz/Oc54ciAjOzUbKm6wDMzAblxGVmI8eJy8xGjhOXmY0cJy4zGzlOXGY2cpy4zKwVkq6S9D1JRyQdlvTpYv9dkk5IerzYbut7LvfjMrM2SNoEbIqIg5I2AI8BHwQ+AvwiIj5f9VxTzYRoZnahiDgJnCzen5F0BJhZzbmyKHFJrwp4TddhjJAp4LXA2q4DsZHy2IsR8bpBv7VFil9WPPYkHAZ+1bNrd0TsXnycpM3AD4A3A/8W+CPgNHAA+GxE/ONK18kkcb0+YGfXYYyI9cC/JiUus0HosYi4YdBvzUjxbyoe+x+g7zUkvRr4PrArIu6XtBF4EQjgP5Gqk/9qpXO4qjhyZnDSsjYJWFfXuaR1wDeBeyPifoCImO3587uBb/c7jxPXSNkCfKzrIGzCiHoShSQBXwGORMQXe/ZvKtq/AD4EPNnvXE5cI2OalLTUdSA2YWoscd0EfBw4JOnxYt8fAx+VdB2pqngM+GS/EzlxjYzrcdKyLqwhtawOKyJ+yNL/iP960HM5cY2Em4B3dR2ETai6qop1yi0eu8ilwDVdB2ETrM7G+br0HfIj6ZWSHpX0k6Kb/p8V+6clPSjpmeL1sp7v3CnpqKSnJd3S5A8w/q4Aruw6CJtgZYmrytaWKmMVzwLviYjfBq4DbpX0TuAOYH9EbAX2F5+RdC2wHXgTcCvwJUnuKblqfopo3SpLXFW2tvRNXJH8ovhYxhfANuCeYv89pDFHFPvvi4izEfEscBS4sc6gJ8c7cIO8dW0kExeApLXF48sXgAcj4hFgY9n3oni9ojh8Bniu5+vHWWI8kqSdkg5IOgBVBxRMmjd0HYAZIj1VrLK1pVK1NCLOA9dJeg3wLUlvXuHwpYoIF40rKsYv7YZyyI9daCOwuesgzEb/qWJE/JOkh0htV7Nlj9diuooXisOOA1f1fO1K4Pk6gp0s08Crug7CbGSfKr6uKGkhaT3wPuCnwF5gR3HYDuCB4v1eYLukSyRdDWwFHq057glwfdcBmAF5PlWscq1NwD3Fk8E1wJ6I+LakHwF7JH0C+BnwYYCIOCxpD/AUMA/cXlQ1rbJ1pHxv1r0cS1x9E1dEPAG8bYn9Pwfeu8x3dgG7ho7OzDpX15CfOuXW5mZAqo2b5WHkG+etLVf0P8SsJSNZVTSzyebEZWYjKbdEkVs8ZpYZAeuqZor5JiNZ4MSVneuBq7sOwuxla9bA+ksqHuzENalya02wSSfBVGaZIrNwzCw3A1UVW5JZOGaWHZHd2sNOXGa2sgx7oGYSTqVpwcysC05cy3GD9IIjpAljvVq1ZUJA1aeKLcmkqLOGNHGeweliM8tEhvPaZFLigoXxebOdRmFmi7iq2M8G4BRwrutAzKyXnyquZD1pXY1jHcdhZi/LsMSVSRtXrw3kN21Z277VdQBmC8rG+SpbSzLLo6XNpFLXXLdhdGZSf27LUoYlrszCKU0BlzLZv8DncDcRy0KGiSvDqmLpCia3yniOtFiSWQYy7A6RceKCye7b1dL8IGZVrK24tSTzxNX2wt45OUJa4c2sYxmWuDKruS42RVrR+UTXgXTEpS7LwBo85Gdw00xuqev/ANF1EDbpMixxjUDigpS8JtE54OGugzCrJXFJukrS9yQdkXRY0qeL/dOSHpT0TPF6Wb9wRiRxXcrkdg04hIdAWafKiQSHb5yfBz4bEdcA7wRul3QtcAewPyK2AvuLzyvqm7hWyJJ3SToh6fFiu63nO3dKOirpaUm39P1x+ppichdJnQWe6DoIm2Q1VRUj4mREHCzenyE9gZoBtgH3FIfdA3ywX0hVaqVlljwoaQPwmKQHiz/7i4j4fO/BRQbdDrwJeD2wT9JvRcT5CtdawaSWuAD2AW9lsu+BdWawDqiXSzrQ83l3ROy+6JTSZuBtwCPAxog4CSm5SepbSukbTnHC8qRnJJVZcjnbgPsi4izwrKSjpJnxftTvWivbQKoyTuJcVXPAQeAdXQdik2iwiQRfjIgbVjyd9Grgm8BnIuK0pIFDGqiNa1GWBPiUpCckfbWnQW0GeK7na8dZItFJ2inpQMrOVZNR5r03GrUPeKzrIGwS1fhUUdI6UtK6NyLuL3bPStpU/Pkm4IV+56mcuBZnSeDLwBuB60glsi+Uhy7x9Yue6UfE7oi4IWXnSytGMck96c+Rukf8vOtAbNLUlLiUilZfAY5ExBd7/mgvsKN4vwN4oF9IlRLXUlkyImYj4nxEvATcTaoOQiphXdXz9SuB56tcp79JLnGV9nUdgE2iep4q3gR8HHjPood6nwNulvQMcHPxeUV9M8FyWVLSprJBDfgQ8GTxfi/wdUlfJDXObwUe7fsjVbaZyZ5o8AjwDeAjLF24NatZTbNDRMQPWf4f7XsHOVeVcMoseUjS48W+PwY+Kuk6UjXwGPDJIrjDkvaQBtrNA7cP/0TRLnQE2AP8y64DsUmwBnhl10FcqMpTxeWy5F+v8J1dwK4h4lrBJD9d7OWSl7UosznnR6Tn/GJu60qOAPfiDqrWqAzHKo5oBnBHzAVHgX8g9fVyPy9rQIYzoGYWTlVX4GXMep0DvkOqPr+Vye42Yo1wVdGa8zDwNdL4Rk+HYzVxVdGaN0fqG7yF9NTR1WobkicSrNOkzhZR1VHgL4Efdh2IjTqXuOo0qbOiDmK22OaBd3cbio22zDJFZuFYMx4iJbCbSCOwzAaQ4VPFEa4qgttvBnGENEebG+1tQPXNgFqbEU5c60m96K06z2Fvq+A2LuvePtzmZQMZbCLBVoxwictW7yHgl10HYaMiwxKXE9fEur//IWbgxFW/qjOn2sVOkJ40mlXgxvk6bcBPFldrDs8qYZVkWOJy4/xEexi4Hnht14FYzjKcSHDES1w2PM9hbxW4qlg39+UazjG8cpCtKMOq4hgkrumuAxhxc9S6lomNHyeuJqzDDfTDegQ/YbQVuapYtylc6qrDI/0PscnkEldTpnGfrmEdwr3pbUnlU8UqW4shjYEpYIY017pLX6tTzltvdrFYW21ryxj145piYVbU5ZLXPKnHeC8vuLHgKHAcz9llvUJwPrNMkVk4dVlpdtR/vujzHGnFoNIpJtcccBAnLrtAhomrb1VR0lWSvifpiKTDkj5d7J+W9KCkZ4rXy3q+c6eko5KelnRLkz/A8NaTqpnltgXYzORODX0Ql0KtVwjm166ptLWlypXmgc9GxDXAO4HbJV0L3AHsj4itwP7iM8WfbQfeBNwKfElSZquyraScoHAL8BZSu9mlTFaXi290HYBlJCTOT01V2trS90oRcRI4Wbw/I+kIqWiyjYXZ6O4hTfL074v990XEWeBZSUeBG4Ef1R18O8p2szngDJPR3+kE8CxwddeBWAYC8eu1r6h49K8bjaU0UNlO0mbgbaROPxuLpFYmt/I3fAZ4rudrx4t9i8+1U9IBSQfSCsy5W0/6Ea9h/Etgc8DXcZXRICWuedZW2tpSOXFJejXwTeAzEbFSptES+y5aoSEidkfEDRFxw2j1wZoC3lBs47zUveentwXnmaq0taXSlSStIyWteyOinDpzVtKmiDgpaRPwQrH/OHBVz9evBJ6vK+B8rC+2aVL1cRyfRj5Eau97e8dxWJcCcb7N8TwVVHmqKOArwJGI+GLPH+0FdhTvdwAP9OzfLukSSVcDWxnrUbxTpJLXRsaz+ngIL2k22crEVWVrS5Wq4k3Ax4H3SHq82G4DPgfcLOkZ4ObiMxFxGNgDPAV8F7g9Is43En02ys6vWxi/5HWM9OzFJlUgzvKKSls/kr4q6QVJT/bsu0vSiUX5ZUVVnir+kKXbrQDeu8x3dgG7+p17/JTtXydIDdzjYhb3qJ9cqcRVW/vV14D/BvyvRfv/IiI+X/UkYzJWMSe9HVrHxRypED0JXUFsKXVVFSPiB9TQIOzE1Yiy0X5zx3HU6TTwlzh5TZ4B27guL7s5FdvOipf5lKQniqrkZf0OduJq1AbGq+R1Ds/bNXkCBunH9WLZzanYdle4xJeBNwLXkTq7f6HfFzIbOjmOypkqFs9KMaoOkn6md3UdiLWm1jaui0TEy8V4SXcD3+73HSeuVkyTqvXj0mC/j/T09B1dB2ItCMSvKzwxXK2yP2jx8UPAkysdD05cLdpMmu9qXIbRfIf0s7jkNe7q7IAq6a9IY5wvl3Qc+FPg3ZKuI9VKjwGf7HceJ67WlF0l/oHxSV4ueU2CcqxiLeeK+OgSu78y6HmcuFq1ntRJ9UjXgdTIJa9J0OY4xCryimYiTJEGlY/CjBhVueQ1znIcq+jE1Ymyi8S4JS9w8ho/5ZCfnDhxdaJs7zrUdSA1KlcJcrVx3NQ85KcWeUUzcWYYn/5dJVcbx42rirZI2Tn1DONVbXTJa9w4cdkivatwj1PycslrXNTZHaIuTlxZKFfiniH1v4O0uNKo9/f6DmkW1T9ivKe5Hm9u47IVlH8VW4rXOZYeIvQCo5XQ5oB7gY/h5DWamh7ysxpOXNkq57RfbKmFRea4cLqZ3MZEllPizJAS2LjNEjve3DhvNVjqr2xDsZVOkaqakJJYDm1n50jV4HtJSxQsN6mu5chtXNaC6Z738ywseXmK9ASzy6rmMeC/Am9lYT1hy5nbuKwDUyz8NZc99svuF8u1ozXtFKnRfg54C57LPm+uKlomyqrlPAtVyS7WhXwEeAL4CGnaH1cfc+XEZRmZYiGJbSQ18M/TbpvYHGn5sxnSSnjXtnhtq+Il1nCWS7oO4wJOXFYo+5JBqkqeot0EdoK0ktBNpGU6LScucdkIKEthc6R+Y20msIdJC59/gFR9XKr7h7XJbVw2YtaTZrEon0a2lcDOAfeTqq87gFe1dF1bTm6Jq+/yZIMumS3pTklHJT0t6ZamArc2TZOqkVtYulNsU2ZZWMsxWryu9SrHKlZcnqwVVUpcX6PiktmSrgW2A28CXg/sk/RbEXG+hlitU2W3ii2kElhb0/GcIi279xbgD1q6pvVKQ37yapzvW+IacMnsbcB9EXE2Ip4lLWtz4xDxWZamSQlsmvaG7xwC9uKSV/sGXMm6FcOsZL3UktkzwHM9xxxnvJZytpetJ/3VvoH2qo8HGa+FRkZDjlXF1Sau5ZbMXqoH4ZL/RUraKemApAN5jKWz1VlPevrXVvLaB/yypWtZ6TxTlba2rCpxRcRsRJyPiJeAu1moDh4Hruo59Erg+WXOsTsiboiIG/zIe9SVbV+bW7jWKdITR2vL2FQVJW3q+di7ZPZeYLukSyRdDWwldcqxibCBdpLXCeDZFq5jkGfi6lu2G2TJ7Ig4LGkP8BRp7MjtfqI4aTYA15BKRrN9jl2tOVJj/dUNnd96jeTyZIMumR0Ru4BdwwRlo26KNJXOOZobvH0QeB/unNq8HKe1GeapolkfMzQ7XfOeBs9tvUauqmg2nCZLXrOkti5XGZvksYo2ocpSV93Ja47UUO/E1SQvT2YTqnfKnLqT11HS2o1egKNJubVx5RWNjbkmSl7HSFVGT//clJdYk93yZG6ctxaVJa/pfgcOyI30TcttyI9LXNaBuktep4HHgLfXdD7rlWN3iLyisQkxRRrmVWeVsYvFPiZDjk8VXVW0jtQ9POgIHqzfnLr6cS0zMem0pAclPVO8XrbSOcCJyzpVZ/I6hae8acZLxZCfKlsFXwNuXbTvDmB/RGwF9hefV+TEZR3bQH2zgzxU03nsQqptWptlJibdRlqjjuL1g/3O48RlGZihnn5Yc8B3ajiP9RpwdojLy3n2im1nhUtsjIiTAMXrFf2+4MZ5y0DZTeJYDec6Rmrr8hxvdRqgcf7FNMdes1ziskysp57+XbPAMzWcx0otTN08W87xV7y+0O8LTlyWid5hQcP6bk3nMVjox9Xg1M17SQtoUrw+0O8LTlyWmTqS1zngwRrOY1AuT/aKSls/xcSkPwL+maTjkj4BfA64WdIzwM3F5xW5jcsys57UUH9uyPOUg6/d1jWsQJx/qZ4OqMtMTArw3kHO4xKXZWY9acmzYZ8yzgL34nUYaxAwP7+20tYWl7gsQ+uLbdhS1yyp5LV16IgmWYQ4P59XqnCJyzLVtytPRffjFYGGkxLX2kpbW/JKo2YvK7tHDDt4eg74KZ4ldQhBq0mpCicuy9g0cIbhq4yPkP6p3zx0RJMoYg2//tUlXYdxAVcVLWNlW1cdDjF8ApxQAcyvrba1xInLMldXp9TTpKeMTl4DC2WXuFxVtAlyDDiO27sGFMC8uo7iAi5xWebqHAoE8HVS8rKBzFfcWtI3cQ06Y6GkOyUdlfS0pFuaCtwmyaXU19Z1jrS4hpNXZS8Bv6q4taRKietrVJyxUNK1wHbgTcV3viQpr+eoNoLqbtE4TZqvzsmrkiDl+ypbS/omrgFnLNwG3BcRZyPiWVK35RvrCdUm28b+hwzkHPBwzeccUwGcr7i1ZLVtXMvNWDgDPNdz3HGWaaCQtLOcJdGLHFh/dVUVex3B0z1XNGptXANa6tHDkqNcI2J3RNyQZkv0CH7rZ4r6F5KFlLh+2MB5x0iQXeJabePBrKRNEXFy0YyFx4Greo67Enh+mADNFjRR6gLYR/qte3dD5x9xZeLKyGpLXMvNWLgX2C7pEklXk4blPzpciGalcq6uJjyES17LyPCpYt8SVzFj4btJq3ccB/6UNEPhnmL2wp8BHwaIiMOS9gBPkXL07RHRYpOdjbe6prtZzr7i9V0NnX+EZVbi6pu4Bp2xMCJ2AbuGCcqsO05eFym7Q2TEPedtxNQ1T9dK9gF3435ehTHqDmHWkaYa6Bc7gTupFjJ8qujEZSOoqQb6xTw8CMiycd6Jy0ZQnYOu+ymHBz0F/LLF62bGJS6zUVOWvCZ01SBXFc3qMEV71cVeJ4D/zMQtNpth4vJEgjaC1gMbGH4hjdXoHZw9IXPYZ9gdwonLbFUeJs1j/wFgM92UAFtSdofIiBOX2aqV89jPAB8DXtVtOE0JWn1iWIUTl9nQTgD/A7gG+F3GLoFlOMjaictGVFsdUas6TVq/8RHg/cAW4LWdRlQbt3GZ1WWaNJtSZr9RAHyHFN9mUhtYXivkDMxtXGaT4lSxHWQsSmCuKppNmrIEtpGUwN7ebTiDchuX2aQqS2BHSLNP/AvSr98ILE5bjlXMiBOXWevmSN0oAK4n9QF7H9n2BXOJy8wudLB4faJ4/QCpLewKsmrUrylxSToGnCE198+nxXIG58RlI6yrYT9NmCte9xSvb2GhMf/drUdzgfq7Q/xeRLw4zAmcuGyETTM+iWuxQz3vy9LYNKltrNRSR1d3hzCzwZ3qef3znv3v4MK1JhvqcjFY4/zlaZHnl+2OiN09nwP4W0kB/M9Ff1aZE5fZyHpk0edLSdXnpbxv9ZcZrKr4Yp92q5si4nlJVwAPSvppRPxg0JCcuMzGxuliW8o9w526pqpiRDxfvL4g6VvAjcDAicsTCZrZymqaSFDSb0jaUL4Hfh94cjUhucRlZiurrx/XRuBbkiDlnq9HxHdXcyInLjNbWU3dISLi74HfHv5MQyaupTqTSZoGvkEaGn8M+EhE/ONwYZpZZwI423UQF6qjjev3IuK6nicJdwD7I2IrsL/4bGajKsPFMpponN/GwiOMe4APNnANM2tLWVWssrVk2MRVdiZ7TNLOYt/GiDgJULxesdQXJe2UdCB1VlvuEa7ZSsa113xmyp7zVbaWDNs4f1FnsqpfLHrM7gaQ3jiBq2za8M50HcBkGLfZIZbpTDYraVNEnJS0iTS/rpmNsswS16qriit0JtsL7CgO2wE8MGyQZtahcqxila0lw5S4luxMJunHwB5JnwB+Bnx4+DDNrDPjVFVcrjNZRPwceO8wQZlZRsYpcZnZhPC6imZ1OUV2v03jzBMJmtVhrv8hVp/MOix5WhszGzlOXGY2clxVNLM+8mudd+KyETSHxym2Kb/+EE5cNoLy+iUafy5xmdnIeYncnuI6cdkIOtZ1ABPGJS4zG0l5Vc+duGzE5FVlmQwucZkNydO7tc9PFc1s5LjEZTaEOVxV7IKfKpoNYY7c/udfsI7Bfp3myfdnWcxVRbMh5PS//jrgDT2ftwLTA3z/NHCk5/M8+XbzcFXRbJXm6XaYz7ri9UZgffF+4xDnuxR4R8/nc8CW4v0J4Cj5JAuXuMxWqavS1ubi9UYWklcT1rGQCDcC1wOzpAR2rMHrVuESl9kqzbZ8vRlS9W+m5ev22lhsm4FnSCWxLgR5VdOduGwktFVNWUdqp7oe2ECzJaxBzJAWhD8DHKT9aatd4jJbhdO08z/+9Sy0M+WmTKrvI1UdT9BeFdJtXGYDmqf5KtJmUtJa3+e4XGxmoQo7S/NJ3SUus4xcSurScA35VAurWgfcRCqNfr94bYpLXGYDaqq0tR74XVLyGmWXkn6O79NcB12XuMwG0NQQn/KXfdSTVulS4AOkNq+HGzh/fkN+GlvlR9Ktkp6WdFTSHU1dx8ZZE0/PxqWktZTNpOpj3cqqYpVtZXXlhUZKXJLWAv8duBk4DvxY0t6IeKqJ69k4amJBjHEraS1lc/H6KPUl/XqqinXmhaZKXDcCRyPi7yPi18B9wLaGrmVjqe55t8a5pLXYZup9Qlpbiau2vNBUG9cM8FzP5+NcODALSTuBncXHs/CHTzYUy6AuB17sOgjyiQPyicVxXGyQWN7Q/5ClnPwbuOvyige/UtKBns+7I2J38b5vXqiqqcSlJfbFBR/SD7MbQNKBiLihoVgGkkssucQB+cTiOC7WRiwRcWtNp+qbF6pqqqp4HLiq5/OVwPMNXcvMRkNteaGpxPVjYKukqyW9AtgO7G3oWmY2GmrLC41UFSNiXtKngL8B1gJfjYjDK3xl9wp/1rZcYsklDsgnFsdxsZxiWdEq8sKyFLGqKqaZWWca64BqZtYUJy4zGzmdJ64uhwZJOibpkKTHy74nkqYlPSjpmeL1soau/VVJL0h6smffsteWdGdxj56WdEvDcdwl6URxXx6XdFsLcVwl6XuSjkg6LOnTxf4u7slysbR6XyS9UtKjkn5SxPFnxf7W70l2IqKzjdRA93fAbwKvAH4CXNvi9Y8Bly/a9+fAHcX7O4D/0tC1f4c0CdST/a4NXFvcm0uAq4t7trbBOO4C/t0SxzYZxybg+uL9BuD/Fdfr4p4sF0ur94XU7+nVxft1wCPAO7u4J7ltXZe4chwatA24p3h/D/DBJi4SET/g4sF4y117G3BfRJyNiGdJKyjc2GAcy2kyjpMRcbB4f4a0dtcM3dyT5WJZTiOxRPKL4uO6Ygs6uCe56TpxLTUEoM3VCQL4W0mPFUOQADZGxElI/4BJk323Zblrd3GfPiXpiaIqWVZFWolD0mbgbaQSRqf3ZFEs0PJ9kbRW0uOkwZsPRkTn9yQHXSeu2oYArNJNEXE98H7gdkm/0+K1B9H2ffoy8EbgOuAk8IW24pD0auCbwGciYqVpPbuIpfX7EhHnI+I6Ui/zGyW9eaWQm4ojN10nrk6HBkXE88XrC8C3SMXqWUmbAIrXuqcpWMly1271PkXEbPEL8xJwNwvVjUbjkLSOlCjujYj7i92d3JOlYunqvhTX/ifgIeBWMvl30qWuE1dnQ4Mk/YakDeV74PeBJ4vr7ygO2wE80EY8heWuvRfYLukSSVeTFvx7tKkgyl+KwodI96XROCQJ+ApwJCK+2PNHrd+T5WJp+75Iep2k1xTv15OW+Pkpmfw76VTXTweA20hPbf4O+JMWr/ubpCcwPwEOl9cGXgvsJ63AuR+Ybuj6f0Wqbpwj/U/5iZWuDfxJcY+eBt7fcBz/GzgEPEH6ZdjUQhzvIlVrngAeL7bbOrony8XS6n0B3gr83+J6TwL/sd+/0abuSW6bh/yY2cjpuqpoZjYwJy4zGzlOXGY2cpy4zGzkOHGZ2chx4jKzkePEZWYj5/8D5ZXdigcjNvcAAAAASUVORK5CYII=\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -713,7 +713,14 @@ }, { "cell_type": "code", - "execution_count": 334, + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 85, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:57.917659Z", @@ -749,9 +756,20 @@ " fname = os.path.join(path, \"t={}.npz\".format(elapsed))\n", " nmx.savez(fname, phi=phi_value)\n", "\n", - "def checkpoint_data(elapsed):\n", + "def saveMatrix(elapsed):\n", + " mtxname = os.path.join(path, \"t={}.mtx\".format(elapsed))\n", + " eq.matrix.exportMmf(mtxname)\n", + "\n", + " rhs_value = eq.RHSvector\n", + " if parallelComm.procID == 0:\n", + " rhsname = os.path.join(path, \"t={}.rhs.npz\".format(elapsed))\n", + " nmx.savez(rhsname, rhs=rhs_value)\n", + "\n", + "def checkpoint_data(elapsed, store_matrix=False):\n", " saveStats(elapsed)\n", - " savePhi(elapsed)" + " savePhi(elapsed)\n", + " if store_matrix:\n", + " saveMatrix(elapsed)" ] }, { @@ -770,7 +788,7 @@ }, { "cell_type": "code", - "execution_count": 335, + "execution_count": 86, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:57.929625Z", @@ -791,7 +809,7 @@ }, { "cell_type": "code", - "execution_count": 336, + "execution_count": 87, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:57.995434Z", @@ -823,7 +841,7 @@ }, { "cell_type": "code", - "execution_count": 337, + "execution_count": 88, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:27:58.004270Z", @@ -839,7 +857,7 @@ }, { "cell_type": "code", - "execution_count": 340, + "execution_count": 89, "metadata": { "ExecuteTime": { "end_time": "2019-10-13T11:29:26.493420Z", @@ -849,27 +867,37 @@ "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, "output_type": "display_data" }, { - "data": { - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "ename": "ZeroDivisionError", + "evalue": "float division by zero", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mZeroDivisionError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn [89], line 24\u001b[0m\n\u001b[1;32m 21\u001b[0m solver\u001b[38;5;241m.\u001b[39m_log\u001b[38;5;241m.\u001b[39mdebug(json\u001b[38;5;241m.\u001b[39mdumps(state))\n\u001b[1;32m 23\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m sweep \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mrange\u001b[39m(args\u001b[38;5;241m.\u001b[39msweeps):\n\u001b[0;32m---> 24\u001b[0m res \u001b[38;5;241m=\u001b[39m eq\u001b[38;5;241m.\u001b[39msweep(var\u001b[38;5;241m=\u001b[39mphi, dt\u001b[38;5;241m=\u001b[39mstep\u001b[38;5;241m.\u001b[39msize, solver\u001b[38;5;241m=\u001b[39msolver)\n\u001b[1;32m 26\u001b[0m state[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mstate\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mEND\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 27\u001b[0m solver\u001b[38;5;241m.\u001b[39m_log\u001b[38;5;241m.\u001b[39mdebug(json\u001b[38;5;241m.\u001b[39mdumps(state))\n", + "File \u001b[0;32m~/Documents/research/FiPy/fipy/fipy/terms/term.py:237\u001b[0m, in \u001b[0;36mTerm.sweep\u001b[0;34m(self, var, solver, boundaryConditions, dt, underRelaxation, residualFn, cacheResidual, cacheError)\u001b[0m\n\u001b[1;32m 234\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m cacheResidual:\n\u001b[1;32m 235\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mresidualVector \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[0;32m--> 237\u001b[0m \u001b[43msolver\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_solve\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 239\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m residual\n", + "File \u001b[0;32m~/Documents/research/FiPy/fipy/fipy/solvers/petsc/petscSolver.py:70\u001b[0m, in \u001b[0;36mPETScSolver._solve\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 64\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m ((\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmatrix \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m)\n\u001b[1;32m 65\u001b[0m \u001b[38;5;129;01mor\u001b[39;00m (\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmatrix\u001b[38;5;241m.\u001b[39mmatrix\u001b[38;5;241m.\u001b[39msizes[\u001b[38;5;241m0\u001b[39m][\u001b[38;5;241m1\u001b[39m] \u001b[38;5;241m!=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmatrix\u001b[38;5;241m.\u001b[39mmatrix\u001b[38;5;241m.\u001b[39msizes[\u001b[38;5;241m1\u001b[39m][\u001b[38;5;241m1\u001b[39m])\n\u001b[1;32m 66\u001b[0m \u001b[38;5;129;01mor\u001b[39;00m (\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmatrix\u001b[38;5;241m.\u001b[39mmatrix\u001b[38;5;241m.\u001b[39msizes[\u001b[38;5;241m0\u001b[39m][\u001b[38;5;241m1\u001b[39m] \u001b[38;5;241m!=\u001b[39m overlappingVector\u001b[38;5;241m.\u001b[39msize)):\n\u001b[1;32m 68\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m SolutionVariableNumberError\n\u001b[0;32m---> 70\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_solve_\u001b[49m\u001b[43m(\u001b[49m\u001b[43mglobalMatrix\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmatrix\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\n\u001b[1;32m 71\u001b[0m \u001b[43m \u001b[49m\u001b[43moverlappingVector\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\n\u001b[1;32m 72\u001b[0m \u001b[43m \u001b[49m\u001b[43moverlappingRHSvector\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 74\u001b[0m value \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmatrix\u001b[38;5;241m.\u001b[39m_petsc2fipyGhost(vec\u001b[38;5;241m=\u001b[39moverlappingVector)\n\u001b[1;32m 75\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mvar\u001b[38;5;241m.\u001b[39mvalue \u001b[38;5;241m=\u001b[39m numerix\u001b[38;5;241m.\u001b[39mreshape(value, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mvar\u001b[38;5;241m.\u001b[39mshape)\n", + "File \u001b[0;32m~/Documents/research/FiPy/fipy/fipy/solvers/petsc/petscKrylovSolver.py:75\u001b[0m, in \u001b[0;36mPETScKrylovSolver._solve_\u001b[0;34m(self, L, x, b)\u001b[0m\n\u001b[1;32m 72\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 73\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mpreconditioner\u001b[38;5;241m.\u001b[39m_applyToSolver(solver\u001b[38;5;241m=\u001b[39mksp, matrix\u001b[38;5;241m=\u001b[39mL)\n\u001b[0;32m---> 75\u001b[0m tolerance_factor, suite_criterion \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_adaptTolerance\u001b[49m\u001b[43m(\u001b[49m\u001b[43mL\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mb\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 76\u001b[0m ksp\u001b[38;5;241m.\u001b[39msetTolerances(rtol\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mtolerance \u001b[38;5;241m*\u001b[39m tolerance_factor, max_it\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39miterations)\n\u001b[1;32m 77\u001b[0m ksp\u001b[38;5;241m.\u001b[39msetNormType(suite_criterion)\n", + "File \u001b[0;32m~/Documents/research/FiPy/fipy/fipy/solvers/solver.py:223\u001b[0m, in \u001b[0;36mSolver._adaptTolerance\u001b[0;34m(self, L, x, b)\u001b[0m\n\u001b[1;32m 211\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_adaptTolerance\u001b[39m(\u001b[38;5;28mself\u001b[39m, L, x, b):\n\u001b[1;32m 212\u001b[0m adapt \u001b[38;5;241m=\u001b[39m {\n\u001b[1;32m 213\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdefault\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_adaptDefaultTolerance,\n\u001b[1;32m 214\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124munscaled\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_adaptUnscaledTolerance,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 220\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mnatural\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_adaptNaturalTolerance\n\u001b[1;32m 221\u001b[0m }\n\u001b[0;32m--> 223\u001b[0m tolerance_factor, suite_criterion \u001b[38;5;241m=\u001b[39m \u001b[43madapt\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcriterion\u001b[49m\u001b[43m]\u001b[49m\u001b[43m(\u001b[49m\u001b[43mL\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mb\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 225\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m tolerance_factor, suite_criterion\n", + "File \u001b[0;32m~/Documents/research/FiPy/fipy/fipy/solvers/petsc/petscKrylovSolver.py:57\u001b[0m, in \u001b[0;36mPETScKrylovSolver._adaptInitialTolerance\u001b[0;34m(self, L, x, b)\u001b[0m\n\u001b[1;32m 56\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_adaptInitialTolerance\u001b[39m(\u001b[38;5;28mself\u001b[39m, L, x, b):\n\u001b[0;32m---> 57\u001b[0m factor \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_residualNorm\u001b[49m\u001b[43m(\u001b[49m\u001b[43mL\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mb\u001b[49m\u001b[43m)\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m/\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_rhsNorm\u001b[49m\u001b[43m(\u001b[49m\u001b[43mL\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mb\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 58\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m (factor, PETSc\u001b[38;5;241m.\u001b[39mKSP\u001b[38;5;241m.\u001b[39mNormType\u001b[38;5;241m.\u001b[39mUNPRECONDITIONED)\n", + "\u001b[0;31mZeroDivisionError\u001b[0m: float division by zero" + ] } ], "source": [ "from steppyngstounes import CheckpointStepper, FixedStepper\n", "\n", + "eq.cacheMatrix()\n", + "eq.cacheRHSvector()\n", + "\n", "phi.updateOld()\n", "for checkpoint in CheckpointStepper(start=elapsed,\n", " stops=times,\n", @@ -905,7 +933,7 @@ "\n", " if checkpoint.end in checkpoints:\n", " # don't save nucleation events?\n", - " checkpoint_data(checkpoint.end)\n", + " checkpoint_data(checkpoint.end, store_matrix=args.store_matrix)\n", "\n", " if isnotebook:\n", " viewer.plot()\n", @@ -914,27 +942,6 @@ " _ = checkpoint.succeeded()" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, { "cell_type": "code", "execution_count": null, @@ -959,7 +966,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.4" + "version": "3.10.6" }, "toc": { "base_numbering": "1", diff --git a/examples/benchmarking/solvers/nucleation.py b/examples/benchmarking/solvers/nucleation.py index 7ef5d9d0da..c62f6e5fad 100644 --- a/examples/benchmarking/solvers/nucleation.py +++ b/examples/benchmarking/solvers/nucleation.py @@ -16,7 +16,7 @@ # ## Import Python modules -# In[339]: +# In[4]: import argparse @@ -32,7 +32,7 @@ # Jupyter notebook handles some things differently than from the commandline -# In[229]: +# In[5]: try: @@ -45,7 +45,7 @@ # ## Initialize # ### Load parameters -# In[230]: +# In[6]: parser = argparse.ArgumentParser() @@ -79,23 +79,27 @@ type=int, default=1000) parser.add_argument("--tolerance", help="linear solver tolerance", type=float, default=1e-10) +parser.add_argument("--store_matrix", + help="store the matrix and RHS vector along with other output", + action='store_true') # ### Set any parameters for interactive notebook -# In[317]: +# In[68]: if isnotebook: # argv = ["--numberOfElements=10000", "--totaltime=1.2", "--checkpoint_interval=0.12", # "--nucleation_scale=100", "--output=nucleation6"] - argv = ["--numberOfElements=100000", "--nucleation_scale=1000", "--output=nucleation21", - "--restart=../../../../solvers_and_timings/nucleation18/t=300.0.npz"] + argv = ["--numberOfElements=16", "--nucleation_scale=1000", "--output=nucleation32", + "--restart=../../../../solvers_and_timings/results/nucleation/nucleation18/t=300.0.npz", + "--store_matrix"] else: argv = None -# In[318]: +# In[69]: args, unknowns = parser.parse_known_args(args=argv) @@ -110,7 +114,7 @@ # Create a mesh based on parameters. Set # > the computational domain is ... 1000×1000 -# In[319]: +# In[70]: nx = ny = int(nmx.sqrt(args.numberOfElements)) @@ -119,7 +123,7 @@ elapsed = 0. -# In[320]: +# In[71]: if args.restart is not None: @@ -134,14 +138,14 @@ elapsed = float(re.match(pattern, args.restart).group(1)) -# In[321]: +# In[72]: x, y = mesh.cellCenters[0], mesh.cellCenters[1] X, Y = mesh.faceCenters[0], mesh.faceCenters[1] -# In[322]: +# In[73]: if isnotebook: @@ -151,7 +155,7 @@ # ## Create solver -# In[323]: +# In[74]: precon = None @@ -190,7 +194,7 @@ # # > [Set] the driving force to $\Delta f = 1 / (6\sqrt{2})$ -# In[324]: +# In[75]: Delta_f = 1. / (6 * nmx.sqrt(2.)) @@ -198,7 +202,7 @@ # > $$r_c = \frac{1}{3\sqrt{2}}\frac{1}{\Delta f} = 2.0$$ -# In[325]: +# In[76]: rc = 2.0 @@ -239,7 +243,7 @@ # \notag # \end{align} -# In[326]: +# In[77]: mPhi = -2 * (1 - 2 * phi) + 30 * phi * (1 - phi) * Delta_f @@ -257,7 +261,7 @@ # F[\phi] = \int\left[\frac{1}{2}(\nabla\phi)^2 + g(\phi) - \Delta f p(\phi)\right]\,dV \tag{6} # \end{align} -# In[327]: +# In[78]: ftot = (0.5 * phi.grad.mag**2 @@ -278,7 +282,7 @@ # # > $\phi$ is set to unity in regions of overlaps of nuclei -# In[328]: +# In[79]: def nucleus(x0, y0, r0): @@ -294,7 +298,7 @@ def nucleus(x0, y0, r0): # # > 100 random nucleation times $t_i$ are generated, $i=1,\ldots,100$, drawn from a uniform distribution in the interval $t_i \in [0,600)$ -# In[329]: +# In[80]: if parallelComm.procID == 0: @@ -317,7 +321,7 @@ def nucleus(x0, y0, r0): # ### Setup ouput storage -# In[330]: +# In[81]: if (args.output is not None) and (parallelComm.procID == 0): @@ -342,7 +346,7 @@ def nucleus(x0, y0, r0): # ### Create particle counter -# In[331]: +# In[82]: from scipy import ndimage @@ -415,13 +419,13 @@ def num_features(self): return self._num_features -# In[332]: +# In[83]: labels = LabelVariable(phi, threshold=0.5) -# In[333]: +# In[84]: if isnotebook: @@ -431,7 +435,7 @@ def num_features(self): # ### Define output routines -# In[334]: +# In[85]: def saveStats(elapsed): @@ -461,16 +465,27 @@ def savePhi(elapsed): fname = os.path.join(path, "t={}.npz".format(elapsed)) nmx.savez(fname, phi=phi_value) -def checkpoint_data(elapsed): +def saveMatrix(elapsed): + mtxname = os.path.join(path, "t={}.mtx".format(elapsed)) + eq.matrix.exportMmf(mtxname) + + rhs_value = eq.RHSvector + if parallelComm.procID == 0: + rhsname = os.path.join(path, "t={}.rhs.npz".format(elapsed)) + nmx.savez(rhsname, rhs=rhs_value) + +def checkpoint_data(elapsed, store_matrix=False): saveStats(elapsed) savePhi(elapsed) + if store_matrix: + saveMatrix(elapsed) # ### Output initial condition # ### Figure out when to save -# In[335]: +# In[86]: checkpoints = (fp.numerix.arange(int(elapsed / args.checkpoint_interval), @@ -480,7 +495,7 @@ def checkpoint_data(elapsed): checkpoints.sort() -# In[336]: +# In[87]: if args.restart is not None: @@ -499,7 +514,7 @@ def checkpoint_data(elapsed): # ## Solve and output -# In[337]: +# In[88]: times = fp.tools.concatenate([checkpoints, nucleii[..., 0]]) @@ -507,11 +522,14 @@ def checkpoint_data(elapsed): times = times[(times > elapsed) & (times <= args.totaltime)] -# In[340]: +# In[89]: from steppyngstounes import CheckpointStepper, FixedStepper +eq.cacheMatrix() +eq.cacheRHSvector() + phi.updateOld() for checkpoint in CheckpointStepper(start=elapsed, stops=times, @@ -547,7 +565,7 @@ def checkpoint_data(elapsed): if checkpoint.end in checkpoints: # don't save nucleation events? - checkpoint_data(checkpoint.end) + checkpoint_data(checkpoint.end, store_matrix=args.store_matrix) if isnotebook: viewer.plot() @@ -561,21 +579,3 @@ def checkpoint_data(elapsed): - -# In[ ]: - - - - - -# In[ ]: - - - - - -# In[ ]: - - - - From 7eb96d301742fed28e256c039e79d22415bab2fe Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 22 Dec 2022 13:28:24 -0800 Subject: [PATCH 171/303] Account for missing FIPY_DISPLAY_MATRIX environment variable --- fipy/viewers/matplotlibViewer/matplotlibSparseMatrixViewer.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/fipy/viewers/matplotlibViewer/matplotlibSparseMatrixViewer.py b/fipy/viewers/matplotlibViewer/matplotlibSparseMatrixViewer.py index 3f6d1357da..16a9d6a168 100644 --- a/fipy/viewers/matplotlibViewer/matplotlibSparseMatrixViewer.py +++ b/fipy/viewers/matplotlibViewer/matplotlibSparseMatrixViewer.py @@ -42,7 +42,7 @@ def plot(self, matrix, RHSvector, log='auto'): import tempfile import os - if "print" in os.environ['FIPY_DISPLAY_MATRIX'].lower().split(): + if "print" in os.environ.get('FIPY_DISPLAY_MATRIX', '').lower().split(): print("-"*75) print(self.title) print("-"*75) From da743e2ea756aef85d3717aec0aa53e0d243b457 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 12 Jan 2023 12:15:13 -0500 Subject: [PATCH 172/303] Remove redundant method --- fipy/solvers/pyamgx/pyAMGXSolver.py | 5 ----- 1 file changed, 5 deletions(-) diff --git a/fipy/solvers/pyamgx/pyAMGXSolver.py b/fipy/solvers/pyamgx/pyAMGXSolver.py index 7977231858..0350da563e 100644 --- a/fipy/solvers/pyamgx/pyAMGXSolver.py +++ b/fipy/solvers/pyamgx/pyAMGXSolver.py @@ -78,11 +78,6 @@ def __del__(self): def _matrixClass(self): return _ScipyMeshMatrix - def _storeMatrix(self, var, matrix, RHSvector): - self.var = var - self.matrix = matrix - self.RHSvector = RHSvector - def _rhsNorm(self, L, x, b): return numerix.L2norm(b) From 57a3a77d1f89fcff5cc2fd4c49fa249b6d3c1060 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 25 Jan 2023 09:41:09 -0500 Subject: [PATCH 173/303] Shift diffusion problem definition to notebook Generate diffusion.py from diffusion.ipynb --- examples/benchmarking/solvers/diffusion.ipynb | 748 ++++++++++++++++++ examples/benchmarking/solvers/diffusion.py | 308 +++++++- 2 files changed, 1016 insertions(+), 40 deletions(-) create mode 100644 examples/benchmarking/solvers/diffusion.ipynb diff --git a/examples/benchmarking/solvers/diffusion.ipynb b/examples/benchmarking/solvers/diffusion.ipynb new file mode 100644 index 0000000000..a888f33451 --- /dev/null +++ b/examples/benchmarking/solvers/diffusion.ipynb @@ -0,0 +1,748 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Diffusion Benchmark\n", + "\n", + "FiPy implementation of diffusion in 2D" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Do not edit `diffusion.py`**. Generate the batch-runnable file from the notebook with\n", + "```bash\n", + "jupyter nbconvert diffusion.ipynb --to python\n", + "```" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Import Python modules" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "ExecuteTime": { + "end_time": "2019-10-13T11:27:53.359783Z", + "start_time": "2019-10-13T11:27:51.129990Z" + } + }, + "outputs": [], + "source": [ + "import argparse\n", + "import json\n", + "import os\n", + "import re\n", + "import sys\n", + "\n", + "import fipy as fp\n", + "from fipy.tools import numerix as nmx\n", + "from fipy.tools import parallelComm" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Jupyter notebook handles some things differently than from the commandline" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "ExecuteTime": { + "end_time": "2019-10-13T11:27:53.370454Z", + "start_time": "2019-10-13T11:27:53.364756Z" + } + }, + "outputs": [], + "source": [ + "try:\n", + " from IPython import get_ipython\n", + " isnotebook = get_ipython() is not None\n", + "except:\n", + " isnotebook = False" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Initialize\n", + "### Load parameters" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "_StoreTrueAction(option_strings=['--store_matrix'], dest='store_matrix', nargs=0, const=True, default=False, type=None, choices=None, required=False, help='store the matrix and RHS vector along with other output', metavar=None)" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "parser = argparse.ArgumentParser()\n", + "parser.add_argument(\"--output\", help=\"directory to store results in\",\n", + " default=os.getcwd())\n", + "parser.add_argument(\"--store_by_solver\",\n", + " help=\"store results in nested subdirectories based on solver,\"\n", + " \"preconditioner, and system size\",\n", + " action='store_true')\n", + "parser.add_argument(\"--restart\", help=\"solution to initialize from\",\n", + " default=None)\n", + "parser.add_argument(\"--checkpoint_interval\", help=\"frequency to save results\",\n", + " type=float, default=1.)\n", + "parser.add_argument(\"--totaltime\", help=\"duration of full simulation\",\n", + " type=float, default=1.)\n", + "parser.add_argument(\"--numberOfElements\", help=\"number of total cells in a Grid2D\",\n", + " type=int, default=1000000)\n", + "parser.add_argument(\"--solver\", help=\"solver class to use\",\n", + " choices=(\"pcg\", \"cgs\", \"gmres\", \"lu\"), default=\"pcg\")\n", + "parser.add_argument(\"--preconditioner\", help=\"preconditioner class to use\",\n", + " choices=(\"jacobi\", \"ilu\", \"ssor\", \"icc\", \"none\"), default=\"none\")\n", + "parser.add_argument(\"--sweeps\", help=\"number of nonlinear sweeps to take\",\n", + " type=int, default=5)\n", + "parser.add_argument(\"--iterations\", help=\"maximum number of linear iterations to take for each sweep\",\n", + " type=int, default=1000)\n", + "parser.add_argument(\"--tolerance\", help=\"linear solver tolerance\",\n", + " type=float, default=1e-10)\n", + "parser.add_argument(\"--left\", help=\"value of left-hand Dirichlet condition\",\n", + " type=float, default=1.)\n", + "parser.add_argument(\"--right\", help=\"value of right-hand Dirichlet condition\",\n", + " type=float, default=0.)\n", + "parser.add_argument(\"--store_matrix\",\n", + " help=\"store the matrix and RHS vector along with other output\",\n", + " action='store_true')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Set any parameters for interactive notebook" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "metadata": { + "ExecuteTime": { + "end_time": "2019-10-13T11:27:53.395528Z", + "start_time": "2019-10-13T11:27:53.389310Z" + } + }, + "outputs": [], + "source": [ + "if isnotebook:\n", + " # argv = [\"--numberOfElements=10000\", \"--totaltime=1.2\", \"--checkpoint_interval=0.12\",\n", + " # \"--nucleation_scale=100\", \"--output=nucleation6\"]\n", + " # argv = [\"--numberOfElements=1000000\", \"--output=diffusion01\",\n", + " # \"--store_matrix\"]\n", + " \n", + " argv = [\"--numberOfElements=16\",\n", + " \"--output=diffusion04\",\n", + " \"--restart=matrices/initial_conditions/diffusion/t=0.0.npz\",\n", + " \"--store_matrix\",\n", + " \"--totaltime=6\"]\n", + "else:\n", + " argv = None" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [], + "source": [ + "args, unknowns = parser.parse_known_args(args=argv)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Initialize mesh and solution variables\n", + "\n", + "Either restart from some `path/to/restart/t={time}.npz`, where the time is assigned to `elapsed`\n", + "\n", + "or\n", + "\n", + "Create a mesh based on parameters. The default is a 1 x 1 domain subdivided into 1000 cells in each direction." + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "metadata": {}, + "outputs": [], + "source": [ + "nx = ny = int(nmx.sqrt(args.numberOfElements))\n", + "mesh = fp.Grid2D(nx=nx, Lx=1., ny=ny, Ly=1.)\n", + "phi = fp.CellVariable(mesh=mesh, name=\"$\\phi$\", value=1., hasOld=True)\n", + "elapsed = 0." + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "metadata": {}, + "outputs": [], + "source": [ + "if args.restart is not None:\n", + " data = nmx.load(args.restart)\n", + " lower, upper = int((1000 - nx) / 2), int((1000 + nx) / 2)\n", + " phi.setValue(data[\"phi\"][lower:upper, lower:upper].flat)\n", + "\n", + " # scanf(\"%g\") simulator\n", + " # https://docs.python.org/3/library/re.html#simulating-scanf\n", + " scanf_g = \"[-+]?(\\d+(\\.\\d*)?|\\.\\d+)([eE][-+]?\\d+)?\"\n", + " pattern = \".*t=({g})\\.npz\".format(g=scanf_g)\n", + " elapsed = float(re.match(pattern, args.restart).group(1))" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "metadata": {}, + "outputs": [], + "source": [ + "from matplotlib import pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 70, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.imshow(data[\"phi\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 71, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.imshow(data[\"phi\"][lower:upper, lower:upper])" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[0., 0., 0., 0.],\n", + " [0., 0., 0., 0.],\n", + " [0., 0., 0., 0.],\n", + " [0., 0., 0., 0.]])" + ] + }, + "execution_count": 72, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data[\"phi\"][lower:upper, lower:upper]" + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "metadata": { + "ExecuteTime": { + "end_time": "2019-10-13T11:27:53.457100Z", + "start_time": "2019-10-13T11:27:53.399834Z" + } + }, + "outputs": [], + "source": [ + "x, y = mesh.cellCenters[0], mesh.cellCenters[1]\n", + "X, Y = mesh.faceCenters[0], mesh.faceCenters[1]" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "metadata": { + "ExecuteTime": { + "end_time": "2019-10-13T11:27:55.857436Z", + "start_time": "2019-10-13T11:27:53.461310Z" + } + }, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "if isnotebook:\n", + " viewer = fp.Viewer(vars=phi, datamin=0., datamax=1.)\n", + " viewer.plot()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Create solver" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [], + "source": [ + "precon = None\n", + "\n", + "if args.preconditioner == \"jacobi\":\n", + " precon = fp.JacobiPreconditioner()\n", + "elif args.preconditioner == \"ilu\":\n", + " precon = fp.ILUPreconditioner()\n", + "elif args.preconditioner == \"ssor\":\n", + " precon = fp.SSORPreconditioner()\n", + "elif args.preconditioner == \"icc\":\n", + " precon = fp.ICPreconditioner()\n", + "elif args.preconditioner == \"none\":\n", + " precon = None\n", + "\n", + "if args.solver == \"cgs\":\n", + " solver_class = fp.LinearCGSSolver\n", + "elif args.solver == \"gmres\":\n", + " solver_class = fp.LinearGMRESSolver\n", + "elif args.solver == \"lu\":\n", + " if args.preconditioner != \"none\":\n", + " # preconditioned lu doesn't make any sense\n", + " exit()\n", + "\n", + " solver_class = fp.LinearLUSolver\n", + "elif args.solver == \"pcg\":\n", + " solver_class = fp.LinearPCGSolver\n", + "\n", + "solver = solver_class(tolerance=args.tolerance, criterion=\"initial\",\n", + " iterations=args.iterations, precon=precon)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "ExecuteTime": { + "end_time": "2019-10-12T12:44:29.458892Z", + "start_time": "2019-10-12T12:44:29.454698Z" + } + }, + "source": [ + "## Define governing equation" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We solve the non-linear diffusion equation\n", + "\\begin{align}\n", + "\\frac{\\partial\\phi}{\\partial t} = \\nabla\\cdot\\left(\\phi\\nabla\\phi\\right)\n", + "\\end{align}" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [], + "source": [ + "eq = fp.TransientTerm() == fp.DiffusionTerm(coeff=phi)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "with boundary conditions\n", + "\\begin{align}\n", + "\\phi|_{x=0} &= \\phi_\\text{left}\n", + "\\\\\n", + "\\phi|_{x=1} &= \\phi_\\text{right}\n", + "\\\\\n", + "\\hat{n}\\cdot\\left(\\phi\\nabla\\phi\\right)|_{y=0} &= 0\n", + "\\\\\n", + "\\hat{n}\\cdot\\left(\\phi\\nabla\\phi\\right)|_{y=1} &= 0\n", + "\\end{align}" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [], + "source": [ + "phi.constrain(args.left, where=mesh.facesLeft)\n", + "phi.constrain(args.right, where=mesh.facesRight)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Setup output" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Setup ouput storage" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": { + "ExecuteTime": { + "end_time": "2019-10-13T11:27:57.903813Z", + "start_time": "2019-10-13T11:27:55.983663Z" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "storing results in diffusion03\n" + ] + } + ], + "source": [ + "if (args.output is not None) and (parallelComm.procID == 0):\n", + " if args.store_by_solver:\n", + " suite = solver.__module__.split('.')[2]\n", + " if args.preconditioner is None:\n", + " preconditioner_name = \"none\"\n", + " else:\n", + " preconditioner_name = precon.__class__.__name__\n", + " path = os.path.join(args.output, suite,\n", + " solver.__class__.__name__,\n", + " preconditioner_name,\n", + " str(nx * ny))\n", + " else:\n", + " path = args.output\n", + "\n", + " os.makedirs(path)\n", + "\n", + "if parallelComm.procID == 0:\n", + " print(\"storing results in {0}\".format(path))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define output routines" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": { + "ExecuteTime": { + "end_time": "2019-10-13T11:27:57.917659Z", + "start_time": "2019-10-13T11:27:57.907449Z" + } + }, + "outputs": [], + "source": [ + "def savePhi(elapsed):\n", + " phi_value = phi.globalValue.reshape((nx, ny))\n", + " if parallelComm.procID == 0:\n", + " fname = os.path.join(path, \"t={}.npz\".format(elapsed))\n", + " nmx.savez(fname, phi=phi_value)\n", + "\n", + "def saveMatrix(elapsed):\n", + " mtxname = os.path.join(path, \"t={}.mtx\".format(elapsed))\n", + " eq.matrix.exportMmf(mtxname)\n", + " \n", + " rhs_value = eq.RHSvector\n", + " if parallelComm.procID == 0:\n", + " rhsname = os.path.join(path, \"t={}.rhs.npz\".format(elapsed))\n", + " nmx.savez(rhsname, rhs=rhs_value)\n", + "\n", + "def checkpoint_data(elapsed, store_matrix=False):\n", + " savePhi(elapsed)\n", + " if store_matrix:\n", + " saveMatrix(elapsed)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Output initial condition" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Figure out when to save" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": { + "ExecuteTime": { + "end_time": "2019-10-13T11:27:57.929625Z", + "start_time": "2019-10-13T11:27:57.922003Z" + }, + "code_folding": [ + 2 + ] + }, + "outputs": [], + "source": [ + "checkpoints = (fp.numerix.arange(int(elapsed / args.checkpoint_interval),\n", + " int(args.totaltime / args.checkpoint_interval))\n", + " + 1) * args.checkpoint_interval\n", + "\n", + "checkpoints.sort()" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": { + "ExecuteTime": { + "end_time": "2019-10-13T11:27:57.995434Z", + "start_time": "2019-10-13T11:27:57.934002Z" + } + }, + "outputs": [], + "source": [ + "checkpoint_data(elapsed)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Solve and output" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "metadata": { + "ExecuteTime": { + "end_time": "2019-10-13T11:27:58.004270Z", + "start_time": "2019-10-13T11:27:57.999215Z" + } + }, + "outputs": [], + "source": [ + "times = checkpoints.copy()\n", + "times.sort()\n", + "times = times[(times > elapsed) & (times <= args.totaltime)]" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "metadata": { + "ExecuteTime": { + "end_time": "2019-10-13T11:29:26.493420Z", + "start_time": "2019-10-13T11:27:58.008465Z" + } + }, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from steppyngstounes import CheckpointStepper, FixedStepper\n", + "\n", + "eq.cacheMatrix()\n", + "eq.cacheRHSvector()\n", + "\n", + "phi.updateOld()\n", + "for checkpoint in CheckpointStepper(start=elapsed,\n", + " stops=times,\n", + " stop=args.totaltime):\n", + "\n", + " for step in FixedStepper(start=checkpoint.begin,\n", + " stop=checkpoint.end,\n", + " size=1.):\n", + "\n", + " state = dict(state=\"START\", numberOfElements=mesh.numberOfCells, sweeps=args.sweeps)\n", + " if precon is None:\n", + " state[\"preconditioner\"] = None\n", + " else:\n", + " state[\"preconditioner\"] = precon.__class__.__name__\n", + "\n", + " solver._log.debug(json.dumps(state))\n", + "\n", + " for sweep in range(args.sweeps):\n", + " res = eq.sweep(var=phi, dt=step.size, solver=solver)\n", + "\n", + " state[\"state\"] = \"END\"\n", + " solver._log.debug(json.dumps(state))\n", + "\n", + " phi.updateOld()\n", + "\n", + " _ = step.succeeded(error=res / 1e-3)\n", + "\n", + " if checkpoint.end in checkpoints:\n", + " checkpoint_data(checkpoint.end, store_matrix=args.store_matrix)\n", + "\n", + " if isnotebook:\n", + " viewer.plot()\n", + "\n", + " _ = checkpoint.succeeded()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.6" + }, + "toc": { + "base_numbering": "1", + "nav_menu": {}, + "number_sections": false, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": { + "height": "calc(100% - 180px)", + "left": "10px", + "top": "150px", + "width": "299.091px" + }, + "toc_section_display": true, + "toc_window_display": true + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/benchmarking/solvers/diffusion.py b/examples/benchmarking/solvers/diffusion.py index c9cf32357e..6c78908210 100644 --- a/examples/benchmarking/solvers/diffusion.py +++ b/examples/benchmarking/solvers/diffusion.py @@ -1,23 +1,70 @@ +#!/usr/bin/env python +# coding: utf-8 + +# # Diffusion Benchmark +# +# FiPy implementation of diffusion in 2D + +# **Do not edit `diffusion.py`**. Generate the batch-runnable file from the notebook with +# ```bash +# jupyter nbconvert diffusion.ipynb --to python +# ``` + +# ## Import Python modules + +# In[1]: + + import argparse import json import os -import uuid +import re +import sys import fipy as fp -from fipy.tools import numerix +from fipy.tools import numerix as nmx from fipy.tools import parallelComm + +# Jupyter notebook handles some things differently than from the commandline + +# In[2]: + + +try: + from IPython import get_ipython + isnotebook = get_ipython() is not None +except: + isnotebook = False + + +# ## Initialize +# ### Load parameters + +# In[24]: + + parser = argparse.ArgumentParser() parser.add_argument("--output", help="directory to store results in", + default=os.getcwd()) +parser.add_argument("--store_by_solver", + help="store results in nested subdirectories based on solver," + "preconditioner, and system size", + action='store_true') +parser.add_argument("--restart", help="solution to initialize from", default=None) +parser.add_argument("--checkpoint_interval", help="frequency to save results", + type=float, default=1.) +parser.add_argument("--totaltime", help="duration of full simulation", + type=float, default=1.) parser.add_argument("--numberOfElements", help="number of total cells in a Grid2D", - type=int, default=10000) + type=int, default=1000000) parser.add_argument("--solver", help="solver class to use", choices=("pcg", "cgs", "gmres", "lu"), default="pcg") parser.add_argument("--preconditioner", help="preconditioner class to use", choices=("jacobi", "ilu", "ssor", "icc", "none"), default="none") parser.add_argument("--sweeps", help="number of nonlinear sweeps to take", - type=int, default=10) + type=int, default=5) parser.add_argument("--iterations", help="maximum number of linear iterations to take for each sweep", type=int, default=1000) parser.add_argument("--tolerance", help="linear solver tolerance", @@ -30,16 +77,78 @@ help="store the matrix and RHS vector along with other output", action='store_true') -args, unknowns = parser.parse_known_args() -N = int(numerix.sqrt(args.numberOfElements)) -mesh = fp.Grid2D(nx=N, Lx=1., ny=N, Ly=1.) +# ### Set any parameters for interactive notebook + +# In[44]: + + +if isnotebook: + # argv = ["--numberOfElements=10000", "--totaltime=1.2", "--checkpoint_interval=0.12", + # "--nucleation_scale=100", "--output=nucleation6"] + argv = ["--numberOfElements=1000000", "--output=diffusion01", + "--store_matrix"] +else: + argv = None + + +# In[45]: + + +args, unknowns = parser.parse_known_args(args=argv) + -var = fp.CellVariable(mesh=mesh, value=1., hasOld=True) -var.constrain(args.left, where=mesh.facesLeft) -var.constrain(args.right, where=mesh.facesRight) +# ### Initialize mesh and solution variables +# +# Either restart from some `path/to/restart/t={time}.npz`, where the time is assigned to `elapsed` +# +# or +# +# Create a mesh based on parameters. The default is a 1 x 1 domain subdivided into 1000 cells in each direction. + +# In[46]: + + +nx = ny = int(nmx.sqrt(args.numberOfElements)) +mesh = fp.Grid2D(nx=nx, Lx=1., ny=ny, Ly=1.) +phi = fp.CellVariable(mesh=mesh, name="$\phi$", value=1., hasOld=True) +elapsed = 0. + + +# In[47]: + + +if args.restart is not None: + data = nmx.load(args.restart) + lower, upper = int((1000 - nx) / 2), int((1000 + nx) / 2) + phi.setValue(data["phi"][lower:upper, lower:upper].flat) + + # scanf("%g") simulator + # https://docs.python.org/3/library/re.html#simulating-scanf + scanf_g = "[-+]?(\d+(\.\d*)?|\.\d+)([eE][-+]?\d+)?" + pattern = ".*t=({g})\.npz".format(g=scanf_g) + elapsed = float(re.match(pattern, args.restart).group(1)) + + +# In[48]: + + +x, y = mesh.cellCenters[0], mesh.cellCenters[1] +X, Y = mesh.faceCenters[0], mesh.faceCenters[1] + + +# In[49]: + + +if isnotebook: + viewer = fp.Viewer(vars=phi, datamin=0., datamax=1.) + viewer.plot() + + +# ## Create solver + +# In[50]: -eq = fp.TransientTerm() == fp.DiffusionTerm(coeff=var) precon = None @@ -67,10 +176,50 @@ elif args.solver == "pcg": solver_class = fp.LinearPCGSolver -with solver_class(tolerance=args.tolerance, criterion="initial", - iterations=args.iterations, precon=precon) as solver: +solver = solver_class(tolerance=args.tolerance, criterion="initial", + iterations=args.iterations, precon=precon) + + +# ## Define governing equation + +# We solve the non-linear diffusion equation +# \begin{align} +# \frac{\partial\phi}{\partial t} = \nabla\cdot\left(\phi\nabla\phi\right) +# \end{align} + +# In[51]: + + +eq = fp.TransientTerm() == fp.DiffusionTerm(coeff=phi) - if (args.output is not None) and (parallelComm.procID == 0): + +# with boundary conditions +# \begin{align} +# \phi|_{x=0} &= \phi_\text{left} +# \\ +# \phi|_{x=1} &= \phi_\text{right} +# \\ +# \hat{n}\cdot\left(\phi\nabla\phi\right)|_{y=0} &= 0 +# \\ +# \hat{n}\cdot\left(\phi\nabla\phi\right)|_{y=1} &= 0 +# \end{align} + +# In[52]: + + +phi.constrain(args.left, where=mesh.facesLeft) +phi.constrain(args.right, where=mesh.facesRight) + + +# ## Setup output + +# ### Setup ouput storage + +# In[53]: + + +if (args.output is not None) and (parallelComm.procID == 0): + if args.store_by_solver: suite = solver.__module__.split('.')[2] if args.preconditioner is None: preconditioner_name = "none" @@ -79,39 +228,118 @@ path = os.path.join(args.output, suite, solver.__class__.__name__, preconditioner_name, - str(N**2)) + str(nx * ny)) + else: + path = args.output - os.makedirs(path) + os.makedirs(path) + +if parallelComm.procID == 0: + print("storing results in {0}".format(path)) - state = dict(state="START", numberOfElements=N**2, sweeps=args.sweeps) - if precon is None: - state["preconditioner"] = None - else: - state["preconditioner"] = precon.__class__.__name__ - solver._log.debug(json.dumps(state)) +# ### Define output routines - for sweep in range(args.sweeps): - eq.cacheMatrix() - eq.cacheRHSvector() - res = eq.sweep(var=var, dt=1., solver=solver) +# In[54]: - state["state"] = "END" - solver._log.debug(json.dumps(state)) - if args.output is not None: - mtxname = os.path.join(path, "matrix.mtx") - eq.matrix.exportMmf(mtxname) +def savePhi(elapsed): + phi_value = phi.globalValue.reshape((nx, ny)) + if parallelComm.procID == 0: + fname = os.path.join(path, "t={}.npz".format(elapsed)) + nmx.savez(fname, phi=phi_value) + +def saveMatrix(elapsed): + mtxname = os.path.join(path, "t={}.mtx".format(elapsed)) + eq.matrix.exportMmf(mtxname) - rhs_value = eq.RHSvector + rhs_value = eq.RHSvector + if parallelComm.procID == 0: + rhsname = os.path.join(path, "t={}.rhs.npz".format(elapsed)) + nmx.savez(rhsname, rhs=rhs_value) + +def checkpoint_data(elapsed, store_matrix=False): + savePhi(elapsed) + if store_matrix: + saveMatrix(elapsed) + + +# ### Output initial condition + +# ### Figure out when to save + +# In[55]: + + +checkpoints = (fp.numerix.arange(int(elapsed / args.checkpoint_interval), + int(args.totaltime / args.checkpoint_interval)) + + 1) * args.checkpoint_interval + +checkpoints.sort() + + +# In[56]: + + +checkpoint_data(elapsed) + + +# ## Solve and output + +# In[57]: + + +times = checkpoints.copy() +times.sort() +times = times[(times > elapsed) & (times <= args.totaltime)] + + +# In[58]: + + +from steppyngstounes import CheckpointStepper, FixedStepper + +eq.cacheMatrix() +eq.cacheRHSvector() + +phi.updateOld() +for checkpoint in CheckpointStepper(start=elapsed, + stops=times, + stop=args.totaltime): + + for step in FixedStepper(start=checkpoint.begin, + stop=checkpoint.end, + size=1.): + + state = dict(state="START", numberOfElements=mesh.numberOfCells, sweeps=args.sweeps) + if precon is None: + state["preconditioner"] = None + else: + state["preconditioner"] = precon.__class__.__name__ + + solver._log.debug(json.dumps(state)) + + for sweep in range(args.sweeps): + res = eq.sweep(var=phi, dt=step.size, solver=solver) + + state["state"] = "END" + solver._log.debug(json.dumps(state)) + + phi.updateOld() + + _ = step.succeeded(error=res / 1e-3) + + if checkpoint.end in checkpoints: + checkpoint_data(checkpoint.end, store_matrix=args.store_matrix) + + if isnotebook: + viewer.plot() + + _ = checkpoint.succeeded() + + +# In[ ]: + - if parallelComm.procID == 0: - rhsname = os.path.join(path, "rhs.npz") - numerix.savez(rhsname, rhs=rhs_value) - filename = os.path.join(path, "solution.npz") - x, y, value = [field.value.reshape((mesh.nx, mesh.ny)) - for field in (mesh.x, mesh.y, var)] - numerix.savez(filename, x=mesh.x, y=mesh.y, value=value) - solver._log.debug("result stored in {}".format(filename)) From 54f44ff86a45ea12a7e51cd3de32d0f329a03520 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 25 Jan 2023 09:41:50 -0500 Subject: [PATCH 174/303] Display representative matrices --- examples/benchmarking/solvers/Analyze.ipynb | 268 ++++++++++++++++++-- 1 file changed, 245 insertions(+), 23 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index 548444730d..57485f524b 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -74,7 +74,6 @@ "cell_type": "markdown", "id": "151cf58e-c7ce-46e0-ba99-78393f916eb9", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -83,7 +82,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 5, "id": "01973cc4-abe8-4eba-a586-0e680bce7349", "metadata": { "tags": [] @@ -105,7 +104,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 2, "id": "10cb75b9-d1a2-4ddc-90bf-68a382e059c4", "metadata": {}, "outputs": [], @@ -123,7 +122,10 @@ "from matplotlib.lines import Line2D\n", "from matplotlib.legend import Legend\n", "import pandas as pd\n", - "from scipy import ndimage" + "from scipy import ndimage\n", + "\n", + "import fipy as fp\n", + "from fipy.viewers.matplotlibViewer.matplotlibSparseMatrixViewer import MatplotlibSparseMatrixViewer" ] }, { @@ -1003,7 +1005,7 @@ "source": [ "$$\n", "\\begin{aligned}\n", - "\\nabla\\cdot\\left(\\phi\\nabla\\phi\\right) &= 0\n", + "\\frac{\\partial\\phi}{\\partial t} &= \\nabla\\cdot\\left(\\phi\\nabla\\phi\\right)\n", "\\\\\n", "\\phi|_{x=0} &= 1\n", "\\\\\n", @@ -1050,10 +1052,94 @@ }, { "cell_type": "markdown", - "id": "1222aa24-bd98-47bd-a7e7-b668bd8fbf3f", + "id": "9b2a5034-5ae3-4b46-9551-37ee65810c93", "metadata": {}, "source": [ - "**TODO:** Show matrix" + "### Matrix" + ] + }, + { + "cell_type": "markdown", + "id": "fbc5c721-9a58-4d7e-8331-afd3b2749884", + "metadata": {}, + "source": [ + "A representative solution matrix can be seen by running a small problem (because of the way the problem restarts, we start with a large checkerboard initial condition)" + ] + }, + { + "cell_type": "code", + "execution_count": 94, + "id": "d08f7e62-d9cb-4ed6-b816-3b0cc10debc3", + "metadata": {}, + "outputs": [], + "source": [ + "Nxy = 1000\n", + "mesh = fp.Grid2D(nx=Nxy, Lx=1., ny=Nxy, Ly=1.)\n", + "phi = fp.CellVariable(mesh=mesh, value=(((mesh.x + mesh.y) * Nxy).value.astype(int) % 2) * 1.)\n", + "path = \"matrices/initial_conditions/diffusion\"\n", + "os.makedirs(path, exist_ok=True)\n", + "np.savez(os.path.join(path, \"t=0.0.npz\"), phi=phi.globalValue.reshape((Nxy, Nxy)))" + ] + }, + { + "cell_type": "code", + "execution_count": 95, + "id": "ff45ad7d-199f-44c9-bbb5-8a5f6c442eb8", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "storing results in matrices/diffusion\n" + ] + } + ], + "source": [ + "!python diffusion.py --numberOfElements=16 \\\n", + " --output=matrices/diffusion \\\n", + " --restart=matrices/initial_conditions/diffusion/t=0.0.npz \\\n", + " --store_matrix \\\n", + " --totaltime=1" + ] + }, + { + "cell_type": "code", + "execution_count": 96, + "id": "adffa013-038e-4732-9559-701065886664", + "metadata": {}, + "outputs": [], + "source": [ + "from scipy import io\n", + "mtx = io.mmread(\"matrices/diffusion/t=1.0.mtx\")\n", + "rhs = np.load(\"matrices/diffusion/t=1.0.rhs.npz\")" + ] + }, + { + "cell_type": "code", + "execution_count": 97, + "id": "74141e14-9c91-4d9e-9279-9fb1af01f1da", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from fipy.matrices.scipyMatrix import _ScipyMatrix\n", + "\n", + "from fipy.viewers.matplotlibViewer.matplotlibSparseMatrixViewer import MatplotlibSparseMatrixViewer\n", + "\n", + "mv = MatplotlibSparseMatrixViewer()\n", + "\n", + "mv.plot(matrix=_ScipyMatrix(mtx), RHSvector=rhs[\"rhs\"])" ] }, { @@ -1111,8 +1197,7 @@ "metadata": { "collapsed": true, "jupyter": { - "outputs_hidden": true, - "source_hidden": true + "outputs_hidden": true }, "tags": [] }, @@ -1175,9 +1260,6 @@ "execution_count": 14, "id": "414f59c1-764e-418c-9453-84603ddf966d", "metadata": { - "jupyter": { - "source_hidden": true - }, "tags": [] }, "outputs": [], @@ -1275,8 +1357,7 @@ "metadata": { "collapsed": true, "jupyter": { - "outputs_hidden": true, - "source_hidden": true + "outputs_hidden": true }, "tags": [] }, @@ -1480,8 +1561,7 @@ "metadata": { "collapsed": true, "jupyter": { - "outputs_hidden": true, - "source_hidden": true + "outputs_hidden": true }, "tags": [] }, @@ -1510,8 +1590,7 @@ "metadata": { "collapsed": true, "jupyter": { - "outputs_hidden": true, - "source_hidden": true + "outputs_hidden": true }, "tags": [] }, @@ -1605,9 +1684,6 @@ "execution_count": 26, "id": "a1286dee-fd05-48f0-a1f1-08bd4e411738", "metadata": { - "jupyter": { - "source_hidden": true - }, "tags": [] }, "outputs": [ @@ -2176,10 +2252,156 @@ }, { "cell_type": "markdown", - "id": "761ce69d-baf1-4e07-a303-8243b829152a", + "id": "5c8c9d47-b607-4d1c-a344-96ca6d3a77e5", + "metadata": {}, + "source": [ + "### Matrix" + ] + }, + { + "cell_type": "markdown", + "id": "fd1b6433-b33b-4116-b73b-81d9b4fd7970", + "metadata": {}, + "source": [ + "A representative solution matrix can be seen by running a small problem (because of the way the problem restarts, we start with a large checkerboard initial condition)" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "ce423a24-679b-495e-bfa9-9daae6a80553", + "metadata": {}, + "outputs": [], + "source": [ + "Nxy = 1000\n", + "mesh = fp.Grid2D(nx=1000, ny=1000)\n", + "phi = fp.CellVariable(mesh=mesh, value=((mesh.x + mesh.y) % 2) * 1.)\n", + "path = \"matrices/initial_conditions/nucleation\"\n", + "os.makedirs(path, exist_ok=True)\n", + "np.savez(os.path.join(path, \"t=0.0.npz\"), phi=phi.globalValue.reshape((1000, 1000)))" + ] + }, + { + "cell_type": "code", + "execution_count": 98, + "id": "0fe55ce8-85f2-465d-aa3c-1c50e9ef6833", + "metadata": {}, + "outputs": [], + "source": [ + "Nxy = 1000\n", + "mesh = fp.Grid2D(nx=Nxy, ny=Nxy)\n", + "phi = fp.CellVariable(mesh=mesh, value=((mesh.x + mesh.y) % 2) * 1.)\n", + "path = \"matrices/initial_conditions/nucleation\"\n", + "os.makedirs(path, exist_ok=True)\n", + "np.savez(os.path.join(path, \"t=0.0.npz\"), phi=phi.globalValue.reshape((Nxy, Nxy)))" + ] + }, + { + "cell_type": "markdown", + "id": "7520da57-ce79-435b-80f3-e148763086d4", + "metadata": {}, + "source": [ + "We create empty nucleation and statistics files to enable the problem to run" + ] + }, + { + "cell_type": "code", + "execution_count": 99, + "id": "d31216de-671d-43e0-b178-75630e1a226a", + "metadata": {}, + "outputs": [], + "source": [ + "times = np.random.random(0) * 6.\n", + "times.sort()\n", + "nucleii = np.concatenate((times[..., np.newaxis],\n", + " (np.random.random((0, 2))\n", + " * 1000)),\n", + " axis=-1)\n", + "np.save(os.path.join(path, 'nucleii.npy'), nucleii, allow_pickle=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 100, + "id": "168d302a-9004-4e94-b85d-ca18cfef9c92", + "metadata": {}, + "outputs": [], + "source": [ + "stats = [[0., 0., 0., 0.]]\n", + "np.savetxt(os.path.join(path, 'stats.txt'),\n", + " stats,\n", + " delimiter=\"\\t\",\n", + " comments='',\n", + " header=\"\\t\".join([\"time\", \"fraction\", \"particle_count\", \"energy\"]))" + ] + }, + { + "cell_type": "code", + "execution_count": 101, + "id": "9c7114ed-5267-4c1b-bd61-958bb205b042", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "storing results in matrices/nucleation\n" + ] + } + ], + "source": [ + "!python nucleation.py --numberOfElements=16 --nucleation_scale=1000 \\\n", + " --output=matrices/nucleation \\\n", + " --restart=matrices/initial_conditions/nucleation/t=0.0.npz \\\n", + " --store_matrix \\\n", + " --totaltime=6" + ] + }, + { + "cell_type": "code", + "execution_count": 102, + "id": "4ac67d7f-ff51-4a1a-9772-d41c40c43ade", + "metadata": {}, + "outputs": [], + "source": [ + "from scipy import io\n", + "mtx = io.mmread(\"matrices/nucleation/t=6.0.mtx\")\n", + "rhs = np.load(\"matrices/nucleation/t=6.0.rhs.npz\")" + ] + }, + { + "cell_type": "code", + "execution_count": 103, + "id": "43c1b185-5fd8-494f-a8ad-8bbd7c7d6878", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from fipy.matrices.scipyMatrix import _ScipyMatrix\n", + "\n", + "from fipy.viewers.matplotlibViewer.matplotlibSparseMatrixViewer import MatplotlibSparseMatrixViewer\n", + "\n", + "mv = MatplotlibSparseMatrixViewer()\n", + "\n", + "mv.plot(matrix=_ScipyMatrix(mtx), RHSvector=rhs[\"rhs\"])" + ] + }, + { + "cell_type": "markdown", + "id": "f49871c4-b086-4af9-bdda-1e8e4ea00e96", "metadata": {}, "source": [ - "**TODO:** Show matrix" + "### Results" ] }, { From b273b151d8a3f7e11d985eaf82a78777eb7a1c0b Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 25 Jan 2023 09:59:11 -0500 Subject: [PATCH 175/303] Revise datapath to results --- examples/benchmarking/solvers/Analyze.ipynb | 232 ++++++++++++------ examples/benchmarking/solvers/dispatch.sh | 2 +- .../benchmarking/solvers/nucleation.ipynb | 2 +- 3 files changed, 161 insertions(+), 75 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index 57485f524b..8082d85596 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -82,14 +82,14 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "id": "01973cc4-abe8-4eba-a586-0e680bce7349", "metadata": { "tags": [] }, "outputs": [], "source": [ - "datapath = \"../../../../solvers_and_timings\"" + "datapath = \"../../../../solvers_and_timings/results\"" ] }, { @@ -104,7 +104,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 102, "id": "10cb75b9-d1a2-4ddc-90bf-68a382e059c4", "metadata": {}, "outputs": [], @@ -133,7 +133,8 @@ "id": "37d1b116-ff9f-4fda-916f-f273b38739cd", "metadata": { "jp-MarkdownHeadingCollapsed": true, - "tags": [] + "tags": [], + "toc-hr-collapsed": true }, "source": [ "### utilities" @@ -157,7 +158,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 103, "id": "2f9b52f9-53f1-478b-8eea-a4c83f7d13c5", "metadata": {}, "outputs": [], @@ -271,7 +272,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 104, "id": "c0ae7091-11a1-4808-a925-b542cb1f3b77", "metadata": {}, "outputs": [], @@ -292,7 +293,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 105, "id": "8ee89f97-3454-40cf-90ba-2d9928ada440", "metadata": {}, "outputs": [], @@ -345,7 +346,7 @@ }, { "cell_type": "code", - "execution_count": 90, + "execution_count": 106, "id": "1663a78e-be26-47ad-bf6a-197ca146e04a", "metadata": {}, "outputs": [], @@ -531,7 +532,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 107, "id": "127d4d58-bf4b-4623-96c4-efc95b9c1518", "metadata": {}, "outputs": [], @@ -653,7 +654,7 @@ }, { "cell_type": "code", - "execution_count": 98, + "execution_count": 108, "id": "86bac0de-b7ca-4454-85be-33a74b0d5ba5", "metadata": {}, "outputs": [], @@ -880,7 +881,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 109, "id": "3f451a5f-b6b9-4a9a-80b8-f00767aa1922", "metadata": {}, "outputs": [], @@ -1142,6 +1143,26 @@ "mv.plot(matrix=_ScipyMatrix(mtx), RHSvector=rhs[\"rhs\"])" ] }, + { + "cell_type": "markdown", + "id": "df09e496-e501-464a-a785-814c0a281e92", + "metadata": {}, + "source": [ + "Solve\n", + "\\begin{align*}\n", + "\\frac{\\partial\\phi}{\\partial t} &= \\nabla\\cdot\\left(\\phi\\nabla\\phi\\right)\n", + "\\\\\n", + "\\phi|_{x=0} &= 1\n", + "\\\\\n", + "\\phi|_{x=1} &= 0\n", + "\\end{align*}\n", + "- for one timestep of $\\Delta t = 1$\n", + "- on a 2D $1\\times 1$ domain\n", + " - subdivided into $N\\times N$ elements\n", + " - where $N\\equiv\\sqrt{\\mathtt{numberOfElements}}$. \n", + "- The coefficient of the `DiffusionTerm`, $\\phi$, is evaluated as the arithmetic mean unless otherwise stated." + ] + }, { "cell_type": "markdown", "id": "55b81d6e-9b08-4bf3-a0b4-f0e8819dd49f", @@ -1154,14 +1175,14 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 111, "id": "90a3d2b5-6408-42b1-83cf-e680f6479dfe", "metadata": { "tags": [] }, "outputs": [], "source": [ - "events = read_events(os.path.join(datapath, \"results/diffusion/macOS/macos.log\"))\n", + "events = read_events(os.path.join(datapath, \"diffusion/macOS/macos.log\"))\n", "\n", "macos = events2df(events)\n", "macos_total = extract_total_times(macos)" @@ -1169,7 +1190,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 112, "id": "487464b5-f5da-488c-a198-756c05f63824", "metadata": {}, "outputs": [ @@ -1192,7 +1213,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 113, "id": "eae57e2d-0207-4520-a53e-bac238e18563", "metadata": { "collapsed": true, @@ -1257,7 +1278,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 114, "id": "414f59c1-764e-418c-9453-84603ddf966d", "metadata": { "tags": [] @@ -1269,7 +1290,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 115, "id": "057f49d2-da26-44ea-8cb6-decb7a93a4d9", "metadata": {}, "outputs": [ @@ -1354,13 +1375,7 @@ "cell_type": "code", "execution_count": 16, "id": "e6fceaf6-dbe9-4130-9eb4-9cc94d196116", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, + "metadata": {}, "outputs": [ { "ename": "NameError", @@ -1396,18 +1411,18 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 116, "id": "bf22d01c-1ac6-4916-b768-8f742abebedb", "metadata": {}, "outputs": [], "source": [ - "gpu = events2df(read_events(os.path.join(datapath, \"results/diffusion/gpu/gpu.log\")))\n", + "gpu = events2df(read_events(os.path.join(datapath, \"diffusion/gpu/gpu.log\")))\n", "gpu_total = extract_total_times(gpu)" ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 117, "id": "a7970c8e-35aa-458e-9f94-676b2a0dd851", "metadata": {}, "outputs": [ @@ -1430,7 +1445,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 118, "id": "89466698-fc1c-4a3f-ba6a-1a2d2f8abedb", "metadata": {}, "outputs": [], @@ -1440,7 +1455,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 119, "id": "6e6dfe05-5787-4829-ad8a-c347a4be11eb", "metadata": { "collapsed": true, @@ -1539,7 +1554,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 120, "id": "f1b0161f-ba1b-45b4-a33c-a0312404e8e1", "metadata": { "tags": [] @@ -1547,7 +1562,7 @@ "outputs": [], "source": [ "events = []\n", - "for fname in glob.glob(os.path.join(datapath, \"results/diffusion/linux/linux.*.log\")):\n", + "for fname in glob.glob(os.path.join(datapath, \"diffusion/linux/linux.*.log\")):\n", " events.extend(read_events(fname))\n", "\n", "linux = events2df(events)\n", @@ -1556,7 +1571,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 121, "id": "4aa3c701-f191-45d5-ad9f-d78f3e66592b", "metadata": { "collapsed": true, @@ -1585,7 +1600,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 122, "id": "c287ed7a-4206-43d0-8871-eeca7f23377f", "metadata": { "collapsed": true, @@ -1681,7 +1696,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 123, "id": "a1286dee-fd05-48f0-a1f1-08bd4e411738", "metadata": { "tags": [] @@ -1739,7 +1754,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 124, "id": "b264b652-1220-46a2-9f17-5557716a8518", "metadata": { "collapsed": true, @@ -1784,7 +1799,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 126, "id": "cecb2f32-d736-4652-936b-53c277884a20", "metadata": { "tags": [] @@ -1792,7 +1807,7 @@ "outputs": [], "source": [ "events = []\n", - "for fname in glob.glob(os.path.join(datapath, \"results/diffusion/arithmetic_diffusion/solver.*.log\")):\n", + "for fname in glob.glob(os.path.join(datapath, \"diffusion/arithmetic_diffusion/solver.*.log\")):\n", " events.extend(read_events(fname))\n", "\n", "arithmetic = events2df(events)\n", @@ -1801,7 +1816,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 127, "id": "386076b9-74e2-4fea-a330-a50b4e73a11b", "metadata": {}, "outputs": [ @@ -1811,7 +1826,7 @@ "(10.0, 1000000.0)" ] }, - "execution_count": 31, + "execution_count": 127, "metadata": {}, "output_type": "execute_result" }, @@ -1842,7 +1857,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 128, "id": "27fe520d-1363-456e-857c-a2726e753b2a", "metadata": { "collapsed": true, @@ -1916,9 +1931,29 @@ "#### harmonic-right" ] }, + { + "cell_type": "markdown", + "id": "7574a63b-e2fa-43c8-afa7-85fbaad5ca52", + "metadata": {}, + "source": [ + "Solve\n", + "\\begin{align*}\n", + "\\frac{\\partial\\phi}{\\partial t} &= \\nabla\\cdot\\left(\\phi\\nabla\\phi\\right)\n", + "\\\\\n", + "\\phi|_{x=0} &= 1\n", + "\\\\\n", + "\\phi|_{x=1} &= 0.1\n", + "\\end{align*}\n", + "- for one timestep of $\\Delta t = 1$\n", + "- on a 2D $1\\times 1$ domain\n", + " - subdivided into $N\\times N$ elements\n", + " - where $N\\equiv\\sqrt{\\mathtt{numberOfElements}}$. \n", + "- The coefficient of the `DiffusionTerm`, $\\phi$, is evaluated as the harmonic mean." + ] + }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 130, "id": "e8584436-7a06-4cfc-abca-2075b1490b9c", "metadata": { "tags": [] @@ -1926,7 +1961,7 @@ "outputs": [], "source": [ "events = []\n", - "for fname in glob.glob(os.path.join(datapath, \"results/diffusion/harmonic_right/solver.*.log\")):\n", + "for fname in glob.glob(os.path.join(datapath, \"diffusion/harmonic_right/solver.*.log\")):\n", " events.extend(read_events(fname))\n", "\n", "harmonic_right = events2df(events)\n", @@ -1935,7 +1970,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 131, "id": "b862e70d-c36e-4ded-99ed-ba9ec6d53077", "metadata": {}, "outputs": [ @@ -1958,7 +1993,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 132, "id": "eb0cca9c-782e-4322-a5d9-c815f2ffdf53", "metadata": { "tags": [] @@ -1998,9 +2033,29 @@ "#### harmonic" ] }, + { + "cell_type": "markdown", + "id": "cc7aa024-3f66-42f5-82e3-e172555cd435", + "metadata": {}, + "source": [ + "Solve\n", + "\\begin{align*}\n", + "\\frac{\\partial\\phi}{\\partial t} &= \\nabla\\cdot\\left(\\phi\\nabla\\phi\\right)\n", + "\\\\\n", + "\\phi|_{x=0} &= 1\n", + "\\\\\n", + "\\phi|_{x=1} &= 0\n", + "\\end{align*}\n", + "- for one timestep of $\\Delta t = 1$\n", + "- on a 2D $1\\times 1$ domain\n", + " - subdivided into $N\\times N$ elements\n", + " - where $N\\equiv\\sqrt{\\mathtt{numberOfElements}}$. \n", + "- The coefficient of the `DiffusionTerm`, $\\phi$, is evaluated as the harmonic mean." + ] + }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 133, "id": "354afc3d-5c23-4bc6-a4b0-226e2f23ff0b", "metadata": { "tags": [] @@ -2008,7 +2063,7 @@ "outputs": [], "source": [ "events = []\n", - "for fname in glob.glob(os.path.join(datapath, \"results/diffusion/harmonic/solver.*.log\")):\n", + "for fname in glob.glob(os.path.join(datapath, \"diffusion/harmonic/solver.*.log\")):\n", " events.extend(read_events(fname))\n", "\n", "harmonic = events2df(events)\n", @@ -2017,7 +2072,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 134, "id": "16745f8c-b0a2-43b4-9d21-b7f9fe001857", "metadata": {}, "outputs": [ @@ -2040,7 +2095,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 135, "id": "3c7194fe-3f82-4204-bdcc-66062bb3e7d1", "metadata": { "tags": [] @@ -2080,9 +2135,28 @@ "#### constant" ] }, + { + "cell_type": "markdown", + "id": "d0ea4ca4-8da1-458d-9dc6-e754383405d0", + "metadata": {}, + "source": [ + "Solve\n", + "\\begin{align*}\n", + "\\frac{\\partial\\phi}{\\partial t} &= \\nabla^2\\phi\n", + "\\\\\n", + "\\phi|_{x=0} &= 1\n", + "\\\\\n", + "\\phi|_{x=1} &= 0\n", + "\\end{align*}\n", + "- for one timestep of $\\Delta t = 1$\n", + "- on a 2D $1\\times 1$ domain\n", + " - subdivided into $N\\times N$ elements\n", + " - where $N\\equiv\\sqrt{\\mathtt{numberOfElements}}$. " + ] + }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 136, "id": "20f5ef81-590d-4315-86bd-af05735675ce", "metadata": { "tags": [] @@ -2090,7 +2164,7 @@ "outputs": [], "source": [ "events = []\n", - "for fname in glob.glob(os.path.join(datapath, \"results/diffusion/constant_diffusion/solver.*.log\")):\n", + "for fname in glob.glob(os.path.join(datapath, \"diffusion/constant_diffusion/solver.*.log\")):\n", " events.extend(read_events(fname))\n", "\n", "constant = events2df(events)\n", @@ -2099,7 +2173,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 137, "id": "07355364-a416-417c-809d-4a9a2386dc28", "metadata": {}, "outputs": [ @@ -2122,7 +2196,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 138, "id": "af8e380b-c3c6-4dfe-8b4d-69450fdc71bd", "metadata": {}, "outputs": [ @@ -2404,9 +2478,21 @@ "### Results" ] }, + { + "cell_type": "markdown", + "id": "8bdc9eea-1b80-41fc-9bda-07d95dc1e627", + "metadata": {}, + "source": [ + "Solve [PFHub Benchmark 8c](https://pages.nist.gov/pfhub/benchmarks/benchmark8.ipynb/#Part-%28c%29)\n", + "- for one timestep of $\\Delta t = 1$\n", + "- on a 2D $N\\times N$ domain\n", + " - where $N\\equiv\\sqrt{\\mathtt{numberOfElements}}$. \n", + "- with an initial condition extracted from the central $N\\times N$ elements from a $1000\\times 1000$ simulation at $t=300$." + ] + }, { "cell_type": "code", - "execution_count": 72, + "execution_count": 139, "id": "ed08d7a0-27d7-41eb-9344-bc187d38d426", "metadata": { "tags": [] @@ -2414,7 +2500,7 @@ "outputs": [], "source": [ "events = []\n", - "for fname in glob.glob(os.path.join(datapath, \"results/nucleation/nucleation2[3,5,6]/solver.*.log\")):\n", + "for fname in glob.glob(os.path.join(datapath, \"nucleation/nucleation2[3,5,6]/solver.*.log\")):\n", " events.extend(read_events(fname))\n", "\n", "nucleation = events2df(events)\n", @@ -2423,7 +2509,7 @@ }, { "cell_type": "code", - "execution_count": 73, + "execution_count": 140, "id": "715783fb-5226-4696-92c9-6d4c5a22b308", "metadata": {}, "outputs": [ @@ -2446,7 +2532,7 @@ }, { "cell_type": "code", - "execution_count": 74, + "execution_count": 141, "id": "3fdba119-461b-4e45-910a-37818c7409a3", "metadata": {}, "outputs": [ @@ -2469,7 +2555,7 @@ }, { "cell_type": "code", - "execution_count": 75, + "execution_count": 142, "id": "234ec4aa-dfa6-4f66-a31e-919484017ada", "metadata": {}, "outputs": [ @@ -2479,7 +2565,7 @@ "Text(0.5, 1.0, 'petsc')" ] }, - "execution_count": 75, + "execution_count": 142, "metadata": {}, "output_type": "execute_result" }, @@ -2513,7 +2599,7 @@ }, { "cell_type": "code", - "execution_count": 91, + "execution_count": 143, "id": "b7ed24c0-72c6-42d9-8e73-e9a2930aac9e", "metadata": {}, "outputs": [ @@ -2537,7 +2623,7 @@ }, { "cell_type": "code", - "execution_count": 92, + "execution_count": 144, "id": "5b016c9c-6869-4f7f-867f-a3c60fc3d0ea", "metadata": {}, "outputs": [ @@ -2561,7 +2647,7 @@ }, { "cell_type": "code", - "execution_count": 93, + "execution_count": 145, "id": "1550708b-11ab-445f-8fb0-d1bec8512f1f", "metadata": {}, "outputs": [ @@ -2585,7 +2671,7 @@ }, { "cell_type": "code", - "execution_count": 94, + "execution_count": 146, "id": "03ccbda5-d14f-42d5-9985-5e37d99fabc5", "metadata": {}, "outputs": [ @@ -2609,7 +2695,7 @@ }, { "cell_type": "code", - "execution_count": 95, + "execution_count": 147, "id": "82970b8f-789c-4d2a-8656-8eef18d1e613", "metadata": {}, "outputs": [ @@ -2633,7 +2719,7 @@ }, { "cell_type": "code", - "execution_count": 81, + "execution_count": 148, "id": "4c0056f2-1d1f-4354-9946-4f80beb0d309", "metadata": {}, "outputs": [ @@ -2692,7 +2778,7 @@ }, { "cell_type": "code", - "execution_count": 82, + "execution_count": 149, "id": "4a36326a-7146-4442-9209-84ea39d5dbf5", "metadata": {}, "outputs": [ @@ -2721,7 +2807,7 @@ }, { "cell_type": "code", - "execution_count": 83, + "execution_count": 150, "id": "9060cfa0-d6aa-4ba5-863a-99b589d8253f", "metadata": {}, "outputs": [ @@ -2750,7 +2836,7 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": 151, "id": "34b3780f-89c6-4135-8dd0-9a17228f3a49", "metadata": {}, "outputs": [ @@ -2779,7 +2865,7 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 152, "id": "4fd74c91-c197-418d-b24d-d18c459151dd", "metadata": {}, "outputs": [ @@ -2808,7 +2894,7 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 153, "id": "d65c3eed-e378-4fae-91e4-5108eb836d16", "metadata": { "collapsed": true, @@ -2843,7 +2929,7 @@ }, { "cell_type": "code", - "execution_count": 60, + "execution_count": 154, "id": "ec99f16c-7e03-4b3a-afe7-91941adb60a6", "metadata": {}, "outputs": [ @@ -2872,7 +2958,7 @@ }, { "cell_type": "code", - "execution_count": 61, + "execution_count": 155, "id": "85b2400c-5487-441f-a504-d3d11d21054d", "metadata": {}, "outputs": [ @@ -2901,7 +2987,7 @@ }, { "cell_type": "code", - "execution_count": 62, + "execution_count": 156, "id": "ada13d7c-6041-4df8-858b-66e374cd6a98", "metadata": { "collapsed": true, @@ -2936,7 +3022,7 @@ }, { "cell_type": "code", - "execution_count": 63, + "execution_count": 157, "id": "038191ff-9b57-4949-8532-bb79f87024a9", "metadata": {}, "outputs": [ diff --git a/examples/benchmarking/solvers/dispatch.sh b/examples/benchmarking/solvers/dispatch.sh index 3b65396076..ea660eed10 100644 --- a/examples/benchmarking/solvers/dispatch.sh +++ b/examples/benchmarking/solvers/dispatch.sh @@ -145,7 +145,7 @@ do "${BASH_SOURCE%/*}/setup.sh" --log ${LOGCONFIG} ${LOGFILE} --env "${ENV}" -- ${INVOCATION} else echo bash "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} - # bash "${BASH_SOURCE%/*}/setup.sh" --log ${LOGCONFIG} ${LOGFILE} --env "${ENV}" -- ${INVOCATION} + bash "${BASH_SOURCE%/*}/setup.sh" --log ${LOGCONFIG} ${LOGFILE} --env "${ENV}" -- ${INVOCATION} fi done done diff --git a/examples/benchmarking/solvers/nucleation.ipynb b/examples/benchmarking/solvers/nucleation.ipynb index fa21096371..4bd3772d67 100644 --- a/examples/benchmarking/solvers/nucleation.ipynb +++ b/examples/benchmarking/solvers/nucleation.ipynb @@ -104,7 +104,7 @@ "source": [ "parser = argparse.ArgumentParser()\n", "parser.add_argument(\"--output\", help=\"directory to store results in\",\n", - " default=os.getcwd())\n", + " default=None)\n", "parser.add_argument(\"--store_by_solver\",\n", " help=\"store results in nested subdirectories based on solver,\"\n", " \"preconditioner, and system size\",\n", From 243e65a2c1a95a5b926372035c0b5053b0566d3c Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 27 Jan 2023 18:00:33 -0500 Subject: [PATCH 176/303] Clean up cruft --- examples/benchmarking/solvers/Analyze.ipynb | 68 +++++++-------------- 1 file changed, 23 insertions(+), 45 deletions(-) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/Analyze.ipynb index 8082d85596..0b765d6448 100644 --- a/examples/benchmarking/solvers/Analyze.ipynb +++ b/examples/benchmarking/solvers/Analyze.ipynb @@ -124,8 +124,7 @@ "import pandas as pd\n", "from scipy import ndimage\n", "\n", - "import fipy as fp\n", - "from fipy.viewers.matplotlibViewer.matplotlibSparseMatrixViewer import MatplotlibSparseMatrixViewer" + "import fipy as fp" ] }, { @@ -151,7 +150,10 @@ { "cell_type": "markdown", "id": "5cec649e-6bc2-44ed-a0ef-2d99903292b7", - "metadata": {}, + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, "source": [ "#### logs" ] @@ -265,7 +267,10 @@ { "cell_type": "markdown", "id": "2317c5d4-e712-47f5-9a74-7ae40b9a5b78", - "metadata": {}, + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, "source": [ "#### data files" ] @@ -339,7 +344,10 @@ { "cell_type": "markdown", "id": "6d5ee41e-68a6-4cb8-8088-993329dfe482", - "metadata": {}, + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, "source": [ "### plot scaling" ] @@ -524,6 +532,7 @@ "cell_type": "markdown", "id": "dffcde65-e7b3-4ff5-a109-941c1bb474eb", "metadata": { + "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -1001,11 +1010,11 @@ }, { "cell_type": "markdown", - "id": "6d5e6cd4-c57f-4dc5-8bb2-4a09d3f3a89a", + "id": "df09e496-e501-464a-a785-814c0a281e92", "metadata": {}, "source": [ - "$$\n", - "\\begin{aligned}\n", + "Solve\n", + "\\begin{align*}\n", "\\frac{\\partial\\phi}{\\partial t} &= \\nabla\\cdot\\left(\\phi\\nabla\\phi\\right)\n", "\\\\\n", "\\phi|_{x=0} &= 1\n", @@ -1015,8 +1024,12 @@ "\\hat{n}\\cdot\\left(\\phi\\nabla\\phi\\right)|_{y=0} &= 0\n", "\\\\\n", "\\hat{n}\\cdot\\left(\\phi\\nabla\\phi\\right)|_{y=1} &= 0\n", - "\\end{aligned}\n", - "$$" + "\\end{align*}\n", + "- for one timestep of $\\Delta t = 1$\n", + "- on a 2D $1\\times 1$ domain\n", + " - subdivided into $N\\times N$ elements\n", + " - where $N\\equiv\\sqrt{\\mathtt{numberOfElements}}$. \n", + "- The coefficient of the `DiffusionTerm`, $\\phi$, is evaluated as the arithmetic mean unless otherwise stated." ] }, { @@ -1143,26 +1156,6 @@ "mv.plot(matrix=_ScipyMatrix(mtx), RHSvector=rhs[\"rhs\"])" ] }, - { - "cell_type": "markdown", - "id": "df09e496-e501-464a-a785-814c0a281e92", - "metadata": {}, - "source": [ - "Solve\n", - "\\begin{align*}\n", - "\\frac{\\partial\\phi}{\\partial t} &= \\nabla\\cdot\\left(\\phi\\nabla\\phi\\right)\n", - "\\\\\n", - "\\phi|_{x=0} &= 1\n", - "\\\\\n", - "\\phi|_{x=1} &= 0\n", - "\\end{align*}\n", - "- for one timestep of $\\Delta t = 1$\n", - "- on a 2D $1\\times 1$ domain\n", - " - subdivided into $N\\times N$ elements\n", - " - where $N\\equiv\\sqrt{\\mathtt{numberOfElements}}$. \n", - "- The coefficient of the `DiffusionTerm`, $\\phi$, is evaluated as the arithmetic mean unless otherwise stated." - ] - }, { "cell_type": "markdown", "id": "55b81d6e-9b08-4bf3-a0b4-f0e8819dd49f", @@ -2340,21 +2333,6 @@ "A representative solution matrix can be seen by running a small problem (because of the way the problem restarts, we start with a large checkerboard initial condition)" ] }, - { - "cell_type": "code", - "execution_count": 44, - "id": "ce423a24-679b-495e-bfa9-9daae6a80553", - "metadata": {}, - "outputs": [], - "source": [ - "Nxy = 1000\n", - "mesh = fp.Grid2D(nx=1000, ny=1000)\n", - "phi = fp.CellVariable(mesh=mesh, value=((mesh.x + mesh.y) % 2) * 1.)\n", - "path = \"matrices/initial_conditions/nucleation\"\n", - "os.makedirs(path, exist_ok=True)\n", - "np.savez(os.path.join(path, \"t=0.0.npz\"), phi=phi.globalValue.reshape((1000, 1000)))" - ] - }, { "cell_type": "code", "execution_count": 98, From c4f6dc47920ad897559548b66397b7e407b35379 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 27 Jan 2023 18:07:36 -0500 Subject: [PATCH 177/303] Add solutions used to illustrate matrices --- .../solvers/matrices/diffusion/t=0.0.npz | Bin 0 -> 388 bytes .../solvers/matrices/diffusion/t=1.0.mtx | 43 ++++++++++++++++++ .../solvers/matrices/diffusion/t=1.0.npz | Bin 0 -> 388 bytes .../solvers/matrices/diffusion/t=1.0.rhs.npz | Bin 0 -> 388 bytes .../initial_conditions/diffusion/t=0.0.npz | Bin 0 -> 8000260 bytes .../initial_conditions/nucleation/nucleii.npy | Bin 0 -> 128 bytes .../initial_conditions/nucleation/stats.txt | 2 + .../initial_conditions/nucleation/t=0.0.npz | Bin 0 -> 8000260 bytes .../solvers/matrices/nucleation/nucleii.npy | Bin 0 -> 128 bytes .../solvers/matrices/nucleation/stats.txt | 8 ++++ .../solvers/matrices/nucleation/t=0.0.npz | Bin 0 -> 388 bytes .../solvers/matrices/nucleation/t=6.0.mtx | 43 ++++++++++++++++++ .../solvers/matrices/nucleation/t=6.0.npz | Bin 0 -> 388 bytes .../solvers/matrices/nucleation/t=6.0.rhs.npz | Bin 0 -> 388 bytes 14 files changed, 96 insertions(+) create mode 100644 examples/benchmarking/solvers/matrices/diffusion/t=0.0.npz create mode 100644 examples/benchmarking/solvers/matrices/diffusion/t=1.0.mtx create mode 100644 examples/benchmarking/solvers/matrices/diffusion/t=1.0.npz create mode 100644 examples/benchmarking/solvers/matrices/diffusion/t=1.0.rhs.npz create mode 100644 examples/benchmarking/solvers/matrices/initial_conditions/diffusion/t=0.0.npz create mode 100644 examples/benchmarking/solvers/matrices/initial_conditions/nucleation/nucleii.npy create mode 100644 examples/benchmarking/solvers/matrices/initial_conditions/nucleation/stats.txt create mode 100644 examples/benchmarking/solvers/matrices/initial_conditions/nucleation/t=0.0.npz create mode 100644 examples/benchmarking/solvers/matrices/nucleation/nucleii.npy create mode 100644 examples/benchmarking/solvers/matrices/nucleation/stats.txt create mode 100644 examples/benchmarking/solvers/matrices/nucleation/t=0.0.npz create mode 100644 examples/benchmarking/solvers/matrices/nucleation/t=6.0.mtx create mode 100644 examples/benchmarking/solvers/matrices/nucleation/t=6.0.npz create mode 100644 examples/benchmarking/solvers/matrices/nucleation/t=6.0.rhs.npz diff --git a/examples/benchmarking/solvers/matrices/diffusion/t=0.0.npz b/examples/benchmarking/solvers/matrices/diffusion/t=0.0.npz new file mode 100644 index 0000000000000000000000000000000000000000..70bf870d093aea6ae0eb2f74c4d8545399e0f141 GIT binary patch literal 388 zcmWIWW@Zs#fB;2?qEPp221Xzch}juL7z#2n_3{cT85sn?LSSVeX&{*F7wQ`j$;eQ~ zP_3SlTAW;@Zl$1ZlV+i=qoAIaUsO_*m=~X4l#&V(cT3DEP6dh=XCxM+0{I#yItnJ5 zItsN4WCJdUD?ZpmXc&pk$0ZI^2cvPR!zKQ~KERuiNrV|!(82UEFf@R}3mT9C-mGjO NDMlbP1=5yaNdUC)F#7-i literal 0 HcmV?d00001 diff --git a/examples/benchmarking/solvers/matrices/diffusion/t=1.0.mtx b/examples/benchmarking/solvers/matrices/diffusion/t=1.0.mtx new file mode 100644 index 0000000000..1b3095a3eb --- /dev/null +++ b/examples/benchmarking/solvers/matrices/diffusion/t=1.0.mtx @@ -0,0 +1,43 @@ +%%MatrixMarket matrix coordinate real symmetric +% +16 16 40 +1 1 3.636041019698174e+00 +2 1 -8.274281174752534e-01 +5 1 -9.119925018331732e-01 +2 2 2.286212499733638e+00 +3 2 -6.520073659109995e-01 +6 2 -7.442770163473854e-01 +3 3 1.679069369190548e+00 +4 3 -4.060218959752847e-01 +7 3 -5.585401073042643e-01 +4 4 1.220477425139407e+00 +8 4 -2.603053393957163e-01 +5 5 4.528362628773787e+00 +6 5 -8.288414007053051e-01 +9 5 -9.111791192923641e-01 +6 6 3.032691483480247e+00 +7 6 -6.508097577406502e-01 +10 6 -7.462633086869062e-01 +7 7 2.242992647676125e+00 +8 7 -4.128235507246960e-01 +11 7 -5.583192319065144e-01 +8 8 1.548769076486355e+00 +12 8 -2.635690185514835e-01 +9 9 4.543497698648345e+00 +10 9 -8.286010272739650e-01 +13 9 -9.103506818555041e-01 +10 10 3.039485712527248e+00 +11 10 -6.537727828527704e-01 +14 10 -7.483485937136058e-01 +11 11 2.241790007685797e+00 +12 11 -4.090646997333021e-01 +15 11 -5.581332931932104e-01 +12 12 1.507811476733726e+00 +16 12 -2.679728520574650e-01 +13 13 3.613484787346154e+00 +14 13 -8.300982482951449e-01 +14 14 2.293655946062796e+00 +15 14 -6.527091040540458e-01 +15 15 1.690383842764629e+00 +16 15 -4.170414455173733e-01 +16 16 1.314700799413223e+00 diff --git a/examples/benchmarking/solvers/matrices/diffusion/t=1.0.npz b/examples/benchmarking/solvers/matrices/diffusion/t=1.0.npz new file mode 100644 index 0000000000000000000000000000000000000000..ac463d5aa55fb4356304a2b45d67f5a06d02bf1a GIT binary patch literal 388 zcmWIWW@Zs#fB;2?^(hPd85n^)AZBL}VJOJR)XOWVWMmKk3xSn^q=8_vU#M?DBqKu^ zL$!KJYH@Orx|M>uO`3(ej)Hnxeo;wLVqScHQA#RE+$}MuI29;foRL_N3gl~;=qQ+I z>L}DIkPWz!cbbZ41-!K{DqUWd(Ei*$^M7uD6x$ZE z!~W@Wdx?#qXZ967v@cOFYfCh|Xy2T^_~jPsxAuvrrUX??cy7<9-uV8*wTJd19WFiz z)#vS#Dh~z;KYe4r$N$F!!?(}v&sZK&;dOXuZ|E%f_a#t&fHxzP2s5srgM<-?YygKB UG#~@KS=m5>j6i4#q%Fac02*Fqp8x;= literal 0 HcmV?d00001 diff --git a/examples/benchmarking/solvers/matrices/diffusion/t=1.0.rhs.npz b/examples/benchmarking/solvers/matrices/diffusion/t=1.0.rhs.npz new file mode 100644 index 0000000000000000000000000000000000000000..63476bc49331883706ff7089f685d2b03cb48fae GIT binary patch literal 388 zcmWIWW@Zs#fB;2?xo=%s7#M*(AZBL}VJONd*2^oXWMmKk3xSn^q=8_vU#M?DBqKu^ zL$!KJYH@Orx|M>uO`3(ej)Hnxeo;wLVqScHQA#RE+$}MuI29;foRL_N3gl}Tn(1ij zDAX#D54cQbb1v$O_-7As4UF6X=gYs2(rRb@3*{rkAu2c6=iBM?TYKZy-)fsz^yT{> nocaU28JR?waRnXBJq!#D;P8S5WPmp-8%T-~2u*>sC0G&wLgzhC literal 0 HcmV?d00001 diff --git a/examples/benchmarking/solvers/matrices/initial_conditions/diffusion/t=0.0.npz b/examples/benchmarking/solvers/matrices/initial_conditions/diffusion/t=0.0.npz new file mode 100644 index 0000000000000000000000000000000000000000..84bc63f1ece23b9c652b92f553999781177500c2 GIT binary patch literal 8000260 zcmeFWPpdG^mS=Sv1;LR>e}L=gDil)ALIP(MeMV&jb zvxCL^i+D~x`9Cuva}{*&6Pb|_d#}AB&UxPZPyX9~=imLue=7g?AN}bs|KHqzEfBMIN`n!MrFaFbi^>_cd({v|DXKTpa0K4@A$ue|KBF@r~miA zE|LG=F(l+O5zq&HNCNthG&~>rpbtqvACiXmgFfg(63~aF;r*Zw&-%db_5l(l-o@jt zeW=d;AaQS>*|j(Rz2?;$r=$7E+4D9LIO@^a-|OYMUY^|_*Tc|r`^2hW=PQSOUde4A zx3`_QwH`2!_%;sKLuX5rhdh#iJ|vC){vBk0>`xNVhos?o)dzh@0{W0NydU)8n?Bh0 zXZkMpXSlPg{0j*=V8k^%SY6JLxQ4TQ_wkk6K5l#kKVtjbaUmcdOz4Y;ec9F*X3Gr{ zefdmQclGD4eb&~+JYt(4&xu>#xAPrCvP5~vBMIn3((u2t>w`Wd0ewgs-Vgeq4@p2D zl7{z#KJ?`S+1M9Ilz0`7tJWoZ*N4QlePox>dB3HO-ufU{&)-C#H!s_K^z@jgElAgFYkyeMlPK554-(YhKv%mi*pQ$J_ey^?LLY14=x~gVm0%{TSpXB2Cm#g58A9DM+%kLb1a$LtzPU|=^OJ0yDu~#0w z<^{dG^LuLFyX$m6I(_VXj>fUB+W+o0TK~+qHdr3=NCNthG`!#SK_8NUJ|qqA2Yt|o zB%lvT!~0>$2WTzL^F5?WoZ~U~oUeTkiQjW%mb@Tw4KG%gGbGk=X13fQv5uR(`r<`4 z_5~8P$8!0Z3s2<(iP{^U_ReRNJg?>`hcW%V+KZ+2@A8Iyh)a3-9#SRt%42I@RJHZH zUgxjPYwf(Z@v)x1&#(QlKNA7(Cr*Ms=!56M`@s7k3Ft%8c+dS{U(e~Q9M9p%D)NLx ziC6KsYF)B_+xl;<>ur6q9!&lH{UN8HImzW`EHe+FW9_`B>)E>hQe9iub3Q~%l!rW$fIcLR_xyK!svzsC(|!5$|Ke#uI1X!+xorp3jsK`@oYY{C=Yog0ewgs{r%l-f9y{Z(1)bqdDRDfNCNthH2S$8?90Bs$Za1tzLFm# zN_>jPQ~OeV@B5FEXYU-%50jof?_@zgi0$*QjpabcOO(eqczmtTboFa>TQ8kI_kQb* zYh7hO|DA!ndgJwUK66~=o}ZoX+&**9uipRc^<9rnmM9N-BmsR$8vef22YpBa`j9ld zAM`;VlEBw}fW_B2tgV0TJh>JE^1_5Zd61obfo|M;rS*E*zsTo8u&qp1TH}UTJ*q3=2a&gqAyJ|{#^yoxU+<$FJkJw>ubqRhdH=QkS}%r|D36*4qqlK+ zYh7>a)9Cf=^^EU`TRHF@aqIVY&1WCt)_nPnxb=JI7XtFb1bIvZ^g$nzfIcJ*&xbzf zLlV%3q~ZOb5BiV!$Z}_0K(D`p)--fc!9_ZysOo6J7c`2kXa#zRxRJp4G3j z);T+`v)B7doo91%y+Yuv{=BU&eSNpDz4iBP=f`?5%yTpm&vzI$P*L#(f{3{#u`{7t?>fe|Y;= zPH(O2?R~SppU>;rKEH+YTk1HwzpjTF*PJI-U*gO>;?n%~J>L=A_h*e+hj{gVu3req z8x!O)5m@WP+Ii63I)CqXTlaB3q)S}OW9>XvUz)#m-qJe0hvc??@|FA`A-{=$KIlUd z(1)bq`Ot@Fe2{zLE{A9QV^{e@;$9!W#vRIEtJ`|%{JrOkU3=xQQe z(2sX;(C2sban$oTYTlk3&&@n+b`at$)_wlNA&(8Df>z&o7v)1`~Kdc{WA;?Y@g?)?GM?u&mBW%j6T{g`;`Pn@!{+|VQ}`kt_Rr? z&*E`(9kM#Qj^9J_-2Sqvd?6v$-Q(e@h*Ab928!;H&+t=Ru-<}`xBew77#_jX1 z->;qD&TIEQd))5Vj?doD^&niLJburEw{Rl1&wCx8mDgG8+|BQ3-goDF_I`Wo-}~L! z`MVySC{Z5rNCNthH2mL1^+6w!fIcLR`|k&K|4JXeQs>wDYQ2TPR=?lM?X7if?XUAO zVc+?9J3r`*TIZ;FkIvov-*KOe(#KKq^gg0f?>HYz{iNEZc}wqEhqyF|bmB-P%M?VjH>)-obZ@jkF(OdrJQwVJBqw_IGeiH$G(1#?T4@txG zp%2&i@D;9KsS``A7ZN4P<7Xak<3g2htIK-mtmk5i5ReZh$YUa~Pv?8~{%h-BJMZlLTo3Xk%0nJWKp&FE^6xu&$twxyL(=g4-0cJO@80*W{qEZ5 z?HsMI5O|wUZ|Un>>Uf)9)`OXS-XCN)N}oo_b2P5z+voYb+V@`j-fLc0_rvw+{21qv zZ0#E)>b}8+$SlW@sCn^JK9G>lL}1Q`x#!Sp-_Jd7=Z!L6o9Ehjqw!g)YqWaIw-8wB ztM4&IUK0U*(1#?T4@txGp%2&i@K&yGtqTjR4-zHHV;_&vxl#4#b(lY$^gK@l?(*TT zedzAq{q}x$bYH(O1muqi@8Z#0U!mMvUgkq*-sL}4?d@;-9qSQ!PvkkVeSUP@u6uO7 zuYce2WK0~L&(=CdulH^FukGL3d86@Js%x}*w&pum|J?Jf>pLHkCCWn{NkAWx#(n?Y zie2Roi4x@@k0hWEN#p$ciPhi2`7L$4tuNM72=wOXsC^kV@80@vKA6+v;uW zn;XwPe;bd{>RIZ`X!UH(cdq`q=UdnBeSTYK@A;ZvA<*{CF=ohTBA^fYkOcH0X?Q;L zp${M4(ucRyffd#Ri4x^;4Uf^dLSeML&6m!3o+kpm_|Qup*g-zT_POIiKt7ltkBPuu zANGC+{iENXwa(Ez{GLvfD35hKuBGpN55W@e=E3gmzH`sp zd83cpI!CW(YyQ+v-1@!qAy=Y2Mp_HVB4x#x7*_mFtj_qGpY)joggn7W8xtKWK`J%93-|3tw1hm)WW z`rvu+KKRCcFlwJi%^R!C9}*?X;~5^kbB9Xrd72-c@;pxjM)9GSJbTFli_HfTCCcNS zJnrr*6z|^G{UGmoo(P=fL%U8*`MiBtm;Ktf?!IB4yX$j5$Uozk{Ngq|3xTis)ob5-&FgD^ST82N^M0VZr~3TVzE9Wf{_i|bqxpQ7hj;BW8h`V}j4|&6 zvj0jSsgwA%`p>Sn<#_h`OY5;eacREq3jujyf;=Vy`k)UPHs z|B`?{Bn{8AKIlUd(1)bq{h$x~eCU;1uX#b){2)=HJjUelbl;%%bROJp7(clqipDcwEJmb%|tu^|;;V>iw=>zpaNc z@#_6uAJQetLmo*$ACks*{@qE{_8$@@j>d!RN6VXhiKEwH{$rk>(fu36yHWBS-G{H` z-o2r>%WH2wd`BF;zP66h>oNaApzW(;%#hDSKp*rW3Ft%8IPZLn z%5~Jd>7w~VqC|N-!=rcZQ0YBS^P^K^o#$Tq)=M6A(R?5=md|8u{~+=E{@u-qtnS{| z{UHB)ADAUCNW7cZReio{UAp4>ka)MBRB68-aq+&+RX($`=yn@|Ei~ zTv_!fU)CWWUC-|!S)x4Tkp%Q1X`J`JQ?jajAyJ|{p5?*rqx4~vJV)bdzJ`cNvDFK{-TIyLA*X*6fzf@So1@oZ{&ccLdB`IP=tI&N|K7Hr_A?3SL(*7(zDMCU zN}hDVd?8VyJo@C(TVJ5mTVCcvXWn(5pX%#V`_e`Chs3*lrYidjiQo74YEEQv^**i- z>EHL8S@MF!w|SlA!CC9j71x8rxBY~IK0xAJAGUHOi>==|A9CmRk5%OhiF^6V{Tc4; zDt}1a>pi>59}@DP2~-hXn|pqD9`1LKU-lc*`s7V^XZPuI3wazFRwQX&v7~vP5}|&4cXiBP8^CBA^fYkOcH0X?Q;LK_8O9 zs6O)GqN9%O&tPiDyr67re|%=s|)9C~x_=bkTp=leoHewZMSiNI4nEbU8|mge~$QYFgc z8$6c!3Csj>MQbI<~IAOT1WZY2MZEd&%SKI(u9HDeh10+Z%uL!Gsd; z=E3e)?R(X_SLf~e&-kb>n0F6+{__?0Q^}j;`~C*>`h$YTvu-?0vtx`f%4iz4JCd zOepbb9%OS?9%rp{c3!U6hj03UiGB2gY_|4g?{{1GaXzH`@Wp<-s~=P|*Vnn{OW*mv z5Re}x$YUbVn-6t&`pd63UglF9^K~B3=!FA$5PQpSYd&oqTfgspep}z%c7C;dOW`qfnLwY*1YstpL_OMKezcgcmC&|%Xb@JdC6-c;CbRC=z~7I z=RA0>uRYiG>hJMpZC(0Rlahx#l7K!WjrZM;_P6i;lHFZ>x@(`i>l$^xyYjwkAN_)K ziAy|~y)WR7nuqi0#5y0o#tS-o>)!j_(S7}1pC(5^Q z_kQ;^zSiq`p9u7NUY7FGU;XXbU;RAhC+D9i&tp90C%=h+=ZTY`5Bl)l^WZu6oF{>; zKJYEy5!>gE3jz6Hf;=Vy`k)Ux7@mG!Tx^Qv|A39=;~<-uyb ztaCIEzo(<;`0;k0&{|vP+Id^ob-un%1oVrOaE}k{)^eYF-p+FjseAe*Z+RyHeMlPq z{?G?~NCNthG`t`5;aneBO|FnAQ6B4fz=_CLjv=8>69IkDha{j6NyGE;ln+mRG^<+=Ae_9Y%&$L}FoqCD>5v6l1Nd1UQ;Na*uK zKp*<_q3sJRZ>@``y-koDb=1`u}yl(4FHj_k8I)-|Oo{ zKz}$1efm&mXTS8dHbNfqNCNthG`uhMK_8NUJ|qqAhqwDcx6iJ#UH9zu?^(=j_54mIgVikB2+vjJE&syi|JYAnol_-yUc$~%gtaYf`^&oNW zc{s|MERU|^_mI4{-|PZ!V*7kl@m$_>&qu4zeCcF~qwyg7rM%b9 zTUy8WkUYm1Ry&*PRqLLer|Z$Fb9|ELHlEDh%Wdy>NB8ynLf|O>y&U&`cQjwWhy1<$ zXIJ?{;vD|+e3mD>(+6Vv+;JfwA54(PL_i<(AqnV1((rufgFYkyeMlPK5Bi`FNkAWx zM*sH%+1fWqln4)E{kH$Uws||QJNOnJOLb87(mdZos>Hi^oV^cKoV~8=LH1rh*j4_J zIG6uku6w_u3crWMx&36-wS3pkV_o9b@0<_05_{pXlm}Ta&GS8^`sy!P*&j&M{ecUS zS&ku5^Wv#|AR(WLfIjF$63~aF;rY-9eMkcOkTkp>^g$nzfIcLRe(wkS^!q;5Z~N^d zdD>4%l=yZYRNK}$_q?6w7*fyp!tO`=aMn6U^YD8*@r+OM-^QQWYq_nRw{>0T7Xo+l zUCVv#yu0&vKRUC|AHHrm&OLAEIfm3e{_>Mw63~aF;eT(?2YpBa`j9ldAM`;Vl7K!W z4etki(1#?T4@txO;iwPLJi3nGL$XA9$Ri0{Rx14E@j# z&xiMc_dycShos^Cpbz?x1oRq4Lkg%T< z0e#SiB%lvT!}FmJ`j7!Gvn^w<8{-z1<9Nn_mqE<+Xe6A~rLLmo*$ACiXmoj&M863~aF;r*Zw z`j7qwD*9As|mo*v4Zmx3%-gVwCwy zd5%_(`EK)HUeEI4{1NTPv;C02{3imQM^1u1=!56M`@s7k3Ft%8@P5z-eMkcOkTkp> z^g$nzfIcJ*?+1O*ha|Aphqd!qd-VC#K^(oFrTp7Em*)E(VkOGsS{|%E$9eAg(s!f0 zpUZRZ`P+F|ADu5z9`Z;6`j9mIcb`7!LlV%3q~ZOb5BiV<^dV_@Kj?!#BmsR$8r~23 zpbtqvACiXmgFfg(68M@A)c&=)zfv!C676>(AP-DtC zU;Yz;_MUOf$D;+z`8{CbPS0SAgFYkyeMlPK5Bi`FNkAWxhWCR$=tC0Fhos^Cpbz?x1oR+cyYq2BI#S22 zT=;tHcg}}giSm#~63~aF;ooigpbtqvACiXmgFbxQhr0UyM*3OzL>}@;0{W0N{C%zu z`j7NdM{{$U`1UKp&FE z`|oG_ZNHO%J|qp#zdqkQ?`S-4ha|A%L(c8t=cRmo zUw26!@<;;ukTm>zKp*rW3Ft%8@P5z-eMkcOkTkp>w)#-h`;}ks@3+?b_4)Mk>l}Km zpS+0ns}Sgg$5I~ltFM095Bo6@SUR`9=cMS1zIa}|54;bOfIcLR@$ZMan)^rkR5O={ zJd%JuB#rU!Tl;B0lYl-X4bQhe=tC0Fhos^C(3=l+cYf_p@9%r#IZ8gG# zrw{s&1oRzK_B!X z3Ft%8@P5z-eMkcOkTkp>S|4gUzw+t*eOr&?x?@{;@b%X3oDaDYg@%`Skw2t;ccQv9oxbwGP?29wbVXhdh#iJ|vA_e=o^LK1o0yl7{C+ zAM_y!=tI)*e$WSfNCHbf`t)bw{`I;Onj5IUjN*%0nJWKp&FEufK=nBcCLo4@txGq7V9z z1oR6&H3v*@2>ys{%u|F?t0y?5ZKx$=VOliCIb4P4@p2Dl7{C) zAM_y!%=s|)oNwpe&pluI&i93Y{4hZt69IkDha{j6NyGD@5BiV<^dV_@Kj?!#B!ML# za_)#fFV*M!x~o_5*t_o1cVxdb@9g*NOFX*%)^(2V=l2jVaft`Bm*y?KKWm+(eS8n; zI^NBN-S6Jl{UBeWJmirC^dV{Z?_zz>ha{j6NyGc$s1MLwyUyBqTi11dAs}B&kjF$o zAM_y!=tI)*eCUHdBmsR$8r~23pbs^Hu}At`_wQ*QWV1Dox$owlZ(YBa`D^o7JMV3L zp04L8_ows!`u<1zxApt4^S1s%V5>LI#~k@h1oS~4l7K!W4bO)@jN!xDKCPWc)y{`R ziSm#~63~aF;qOa*(1#?T4@txOK_B!X3Ft%8@P1hGp{6z7XsJHm*FC+9$KHL~@5sJ= zKKgj6uF>loJ^!Wt%)Os`K01%l^1rJOckMG8fAhtR66GO}B%lvT!+)pggFYkyeMlPP z-4A3x*T=c%OW*mv5Re}x$YUa)5BiV<^dV_@KJ-B!l7K!W4etki(1#?jmJ|5$|EiSFPJSPxGVm zCCWn{NkAWxhW{?p2YpBa`j9lf8?!CCcL%558_W&OLAEIfhh; zck^KPqx+t<&e1&lo=!aDll^g$nzfIcJ*?+1N2*N1ww@kaVk_iQvCWItNo=1b>F{3?&OZm6`+9YdxsUyk;L zs*bMX_mJ$%53;g9kgz`!0e#SiB%lvT!}FmJ`j7Yk0tW7NE%Z~l-d@oPNl>aV}IzsC3KdgKIlUd(1)bq{h$x}kOcH0X?Q>AgFYkyeMlPK5Bi`FNkAWx zhWCR$yxWJmy75N(S@&#o9#k`W9p+CbOO%H^l0dIMY|V?BwtnY)$dxD$c_aaSNE-e- zR3G#q3Ft%8@P5z-eMkcOkTkp>^g$nzfIcJ*?+1O*ha{j6NyGa=AM~LnF!o5F>;Aok z$6M;4JJth<66GO}B+#1=^g$nz zfIcJ*?+1O*ha{j6NyGa=AM_y!=tI)*e$a<+`%qUu-bjDzp1q9+)xE7Q>!GtH%0nJW zpcfyO@*wA>dA^5KiSm#~63~aF;lE4uK_8NUJ|qqA2Yt|oB%lvT!}~!W^dSl8L(=em z&7a!U@$gzFy7&0ZwLmo*$ACiXu zPSpo}NCNthG`t`5K_8NUJ|qqA2Yt|oB%lvT!}~!W^dSl8L(=em&l55C^|-O~K4)?M1y_mJP`!&ZLvZvNf5 zm7nu#gGS>)_IKrd*FJaG<$i^L{l$cJJed79Zf~vYZGEyHOkHqEWUcq4tOd-gRRRDZPYxpn5A@7-_hcWdXJo!{5i zJDc;@_*riuaJEOThgtHS2=wa1U3uNL57xOKBubP=pFG~y7bw52F6*JQ-X{|Qeb9#_ zpbtsI^Pvy=kOcH0X?Q>AgFYkyeMlPK5BhMe5B2Kfjr61L*;jd-Rd>4%blc}g$4l!T zUEl8^T;dWBW-rZKdVkhBOZ)g9((C#wFL@;aeMlO||DC~VS8=^+-K+C<{X)S0VZt>$ zSbcQPZ>eMSKA1lyUUOdME8irb4@u+r-=p%BXA;ndq~ZC}2YpBa`j9ldAM`;Vl0fT2 zz8mr9wjRfI7r(}X>W|jVI>e*v&3(W1`PKP+ef_z9tmU$H-qC&h9?~VsLmo*$ACks> z{|>r}`&H{g$@L*oqCCdrF?!#iK6)MIPba-kCIb4P4@p2Dl7{C)AM_y!=tI)*e$WSf zNCNthG`t`5;a(r=-NqZ~OWiYh6dt2-po`>9Y@a*6r@wnS@BPkxL++mb%3Iz^Kp&FE z@qdS~+F4xBTIcM%T(1zYKbX)553(7pFQeu?8fWvxv_8(O{jeWNKp&FE@xMpqDbFOJ z4@txGr4Ra$1oR&Y(Jc*;_|F(R$_Tg>yTTdad)dS~a zj{GJ9U-jXvy3bk%D_su~CCcNSJVxs)T^KEI^QCj%CldjE(1#?T4@txGp%40y1oRvE{+r_IW#AJForDG30*c zFCY0N0ewgs{r@|HZ1?tU?{`P{_4`6V{+KW(53=vQkE7(-J4f@wq%qH{{j+~bKp&Du z|9|h=FZ-1Q^dV_@e)T~gl7K!W4etki=-Y=nyYWW)RrgFDzvsbQIYFXCd935H#EDgw z=J_5{`Zp2K2YpBaZ}nksU37E4}Awess$FWFnvs`j7~jubsDbUFR19^2LO2@Sxh>`rd0^y>T)hO!>xnwcqwT3Ft%8 zc>mwa_S=3Z0ewgso_~GNha{j6NyGa=AI|lmUTwUQKGZ#v$2K0!mK!8Wl*c+AEhoNe zpF4((eoX}QK_8O9SAAGp_u6?dbv`6Yl!rW$06q|T_w=}zJf7y@{+LjrJmirC^dV{Z z?+Ja-ha{j6NyGa=AM_y!=tI)*e$WSfNCHbf3PXdYc> z>-SIXyERYe)2R~WA&(@W4@u+reJoFTCINj&8lEqG(1#?T4@txOK_B!X3Ft%8*nU6M zUynDk|8>vgaV`&5lPe@jl!rW$fIcLR?Z1cRC%+`14}}ICh%j;tiJB8nbserxCrgxvJd%JuBn^K*>VrNc0ewgs-Vgeq4@p2Dl7{z#KIlUdxY~!@Ys8^g$nzfIcJ*?+1O*ha@n%4_V8IKabAe{A=q*;juT*wco9s z2R-LQqQs*-SZ(V%d%xSdkMkkDuit!ql;c_J9L>Y;>BK%C6^_&mU63^nXbse(U`knJ3cW(b!b&l`c^QG^2 zPdvJg-$SxQdB`IP=tI)z=ilvD_l2sj-pBPJUE*3EYv-~0()_jame%n-B)9dGujB^_ z`Ar1$K_8NUJ|qp#hd$^-63~aF;r*Zw`j7< zx#!UGJtRuJng_cr?Xz~?(mK9}WMBPl`$CrObH|Xmr+@O6cM{Ntq;dVf%h>H~?pLjQ zcAj5f@2ozZwa(Z3Vf~m?qCDi01oRtlhyycw)^dV_@{`5f~l7K!W4etki(1#?@ zn-7`W2tW76&wOfYzQ%*u)p~PxGxEdMl5;b@3e$T8<%6;?q3H zrp;sSc{|TBr26P*+Yhp9pSR<+^V;tmL$1&M+aLRr1oR*+;pZwa(Ez{GLvf zxWt3mOY_?Id%tVfaSX|I{gRiwl7K!Wjpg5W@{(5)(1)bq`Oyb`NCNthG`t`5K_8NU zJ|vCt?uR=2{zm#$_e36j@gN)f0*Mme!lSK&D%P`*7gq) z_HQDf59@q5%86Z$uH*NREb%TLTlXQ$t=~Bxa`*O^UF8o6`A-D&K_8NUJ|qp#hd$^- z63~aF;r*Zw`j7VrNc0ewgs-Vgeq4@p2Dl7{z#KIlUd=*@@Bt%sj`<6}Ox74oQgFp>)-N|c8@l0dIM zw0V(p``j^PN|c8@l7K!Wjqm)scWd9FwDmjZL$1VLcr4{X)=Tqz52?QTOIG#=682{z zpbz?x1oRh9e?8jY9v){cCY$5-p7`_>PM z66G-#k2+ibZqeV`2zkgO3Ft%8_~Yj#F3en-=X*$%*gFrhZS$Oa-p+FjsWJL(zwB2M z(1)bqzaR8LACiDRBn|Heeb9#_pbtsI`#~S{Aqn*EL+1L#&%N_8zuF3U)I1o;1rjC7 zLmo*$ACiWDC+mYgBmsR$8spp#OMRoNrFp)GREeYTX!E3s_PJxojMZPVwttYYe-iM=0n|`^GChaYd&?4<*|>4-1c$fEBQg9M0v;~3Ft%8@b5-_(1#@Ov=5of z^z+mCxPRRddB`IP=tI)*zS0MMNCNthG`t`5K_8NUJ|qqA2Yt|oB%lvT!~5awKGfYl zfAn^K)>k|8H6B#|wYsgB&X*_;c_aaSNE-efsSo;)1oR^g$nzfIcJ*?+1O*ha{j6NyGa=AM_y! z=tI)*emL8Qn(pz@+4;F%-4l8A#e;0@3nWUEhdh#iJ|qqQj?o8wNCNthG`t`5K_8NU zJ|qqA2Yt|oB%lvT!}~!W^dSl8L(=em&@Xzc5AwK&2b_(C z_thNeD*HIDxy$1o9&p|p^|vM`k8kmy+Ftrj9>m`A+nUeTI<~Iw{6b(W=deEGXy-}HFtU3!voI7!ux6tbd`M^*WBgt3=g=kjrv=YlE*iB*!OGu&gx5? z*Unp7$M=vd@oFCIwsoJq-)-H;`H;TH2YGMf&FrhVUA6AjdAoigVE-^d9uon5(1#>& z)Q4PagrASr>-Tk+%Pe293F5qK10CsU2~VmGd$pKEd0;rKv!AU zam`sC&+vfz+Ni%ZDS3RG2i5BVBuYGs$I?3Nx-`%CkUF{)Ki9F8X0Y_uu`7{T*N*<2uzR2Sm z9&k0@L%{Q0bC$<5Jm79D{Lkh9O@SqQKQGaVP@{q?wKo73hbI;p( zjv-ZIZ#>9uDX+Ejme%n-B>VKi{%q?Hv(Mso);eeB<$8sH{lNrzOa$~nACkb`KIGm# z{(LtN_p2@V3J>Zumj2((0qfY;aoq=bT*Cvd#(M~OzH83%=z|A+FqVEC?i$8pV7 z9)0kj4|7p}YcleXM@^uN^rEJ67LRrvc4?nGhRj$#F7=J7mge~$Qe*X>tnD8pw)O8U zZfC7S6|M(~ZT;jc`9VT{69IkDha}LO51CsJKljGRd}=G+!h<@DrN4J`z$*52T=zj9 z_wazT@frf2@0zPT`rttyjHMq(InY(saa?niN1r_C3sHX|(PzKxPaplU57+jgUfutW z{5Id{Z(G;g^LCzNNR=p$Z}Fhoy?x*N-O+vhz7UWY2b_)95b%80T;JQo27f5(+CIb4f&WDy0U$xI2L#9M|$YUa~*Mq&^LEY~mQKCHLkp%Q1 zY3#qJSVf+YD6uylb$0iUdgEa}wF7VEL0!iBUb>10Ro-f~;m^{ACgX-6M zuy)?ob)8=b$QKjjF%i%QeMkat^C4?{;^(*Vw4U0cQFxH2vGnh34p_muj%&{Hc!meu zjpq>XeAgW1F$NF%WGww!;y_oK=eXu34|z-kJRh6{eR!h}bXU(Iq33V(T)*`@3Ft%8 zc<%3DLkmy2?DqH8*+4VDq zkTm=~pbz?x1kUz>wddBId%pCY?+XF>VS+p+0{Wm2N#N@~B#S$K{yJ~#uPy6^2YDDv ze~xmX%dF$L<|>aqc+dyqJ_4Tanwvbve+SKRpL^Y&T-9A9)0qlFUEBQJl{1ZdAx%MeKfwKpHx9V9Tx)f zzyx_r1oS~4lE79U_;%}e&WBuy@{mUo(1)bq?G>F$NF%Wc-`ddfIjF$64>j*-tXAk?;%m5JmirC^dV{ZdrKemAqnV1((r!J2YpBa`j9lv zzaQ$=kB{tE%}^d=@Ssn|(yt{Bbd`CIYi{xwg9m*w{!GC0U2~DgJ9*I8uSU8`{f-L( zd0>J(CIb4P4@uzbKEUGZ9IPJ`N|c8@l7K!W4gZeN2YpBa`j9ldAM`;Vl0ff1WUhOD z?!7+qtGgLUXE*S@)(l`eKU^PKkuX3TzRbH0jIApvAdiWF zKIlUd(1$`p4rzt=gg)p)63~aF;r*Zw`j7`ddfIjF$63~aF z@yE|{`GdvulRV^+1oR zmj1OI=qk@0*PP_>4j%OJtI_jacU~Uf;6b0i66q@SIxYm{feG@M2jbBGk=jZ-) zPvmh94>%gn;mIoSbX*9?0~7k>QD^u5kv`Tvmd7`F(D%1Sx=MYH3jujxf;=Vy`k)U< zKp&FE{P~d6I!?@z7bHrQhdh#iJ|vC#dzV@Af<%e(kVg{Ghos?sq7V9z1djTUYyI@| z(e?elrYesKV8T0j)YZLzq|bGaKV8SpvAdiWFKIlUd z(1)b4|9m{f@#=k{bM-z~ufMg9tMh5s-m(Oa$~nACiDRB#mFs2XF7@bk)9Bt$Q~g_9HIU zwRYapI$PgAwJ&)RpU%Vm=|qY0SjS@&PNU=rb@PRU=W!x1=fm7{=zZ<|SL^;-pRE_u zOO%H^lE7Ddczd1n^zC(8ADu2y9_x6#h0|N=plj9x3D5IH;3^-kT9@vfz5Z3}o}H)b z(Ww&UA&(@W4@u*?`<-3n4T%!Z;&IkGWVd#`we!}lyLR5$`(C}?Qe9W?zqI~RepkJ} zYTc!JeGmB(<#CJ$U-!zf*Svb?W`2c0@BY{)2#nFM-hDDZeM$oQkTm@71ikq{cY4d~ zXg+VP>nIn$$BYuc&I1~wau_x5(Yc%dJMNEB`Z!9S-bZxm9p}S-+Rr4Q4@tv+&qL#G zFV5Qctaa|Lf9-yA^X8u4&ExJo?yk@M3W2-({FVKBt+Us>Jdd8oiNINYp0&=XUXGgg z*ZXGum|LPenzR2t4J(Q~T2W zrTy2=TUy8WkStLi@<;;ukTjmVkIBM*K%&H6c|4WZ(S4zNbe-P6Z|m$W-!{Li##gP| z8&C70(ITzc^<#o*RR&?{YK~Cd7kaB{Y?V;kTib%??SvCozq+D z7`+eXkBKGr&Vy`w&y)O!qvdVBW1NSt`PHkJz2@~bKdcuMy}u>``k)U<;OjoX;%*Lm z_uc#5-SwTdAL|f%tN-e}daKub3W2Np{+0E6sk4_nJYSx#iNIYx-nCCJUiXs6*SK3R z=9MT9c_aaSNE-hBgT|52z&JBOw~2s0=tB}{ec)aDy!Y{_dH2rM z{4lG;xAUOdUhC{Nuim+t-#5zd3JmirC^dV`Cd*4%q{e(n`dwJ~rj@|cuzx3VF_5J>s7i;;gooB!A>Bkah-(zea z{UDpW`f}Gkch}{9efT_@UvKs1t#ys&m-%9%_tQi`AM_y!JnaLyJe|kV{-fl%REO{B zWQp>4mIu4{(uZF1=#7i{6axBz3Fq)&wY#}KweQ_^x*wfB$5(mEGYRNJ((u18-0cJO zd)fD?eD1FQE&Cm+aECXL1OuD;#14_$CSNQ~tpS%0N}Z>#fb{j*;0mx;jJ z&aw4yvi18)zkBx#3wqDf{OFYD^~&=K<+FS{Yn`Kc^^(WYI{dy6u%DRFH;=pf1eLq@ zbw9}W?IT&*FG$$0iGV)nLlWr4ho|yr_k~US+%aTI?2QN6ZOv=%cU$*yKBW8f=j;8U zJ6CbIYTc{zc74z5MBr+F-{RR@>bSb!u8%1t%0nJWKp&FE^}m0f=1sLv=h5!pYhG=h zj_Fj1@)(N;**?{`r}lliZuc()>^~+v!-L(g?!#UCTwRCj)5&LimB0LxfIcLR_y2pf zw|+za?!4HSc=!J92l*2B^4R(vyKeo?`H(x-FIJH!B%bAYRUfWe7iz8#iD&&G3;O|y zZT%RX8&!{9hxyaVZT|9={2(E}iGV)nLlT(tVeUEK-u?cmeebT*{pfUw@_2^FQ{120 z7s~Dr3D4g|;Hy4dT{o6py^rfdxp>`oJoq z@m!nt+IgeZZ@zT4M0srE!R)iRowd%{dAVL8V1F>74<2MQT3<%Zdo<4Gi)nqFSNmZ< zl7K!WjqU$kh_9dK*h?Nyb8vr5C{Z5Q@?iD5IN!C;-F3NNAz*(oVGJH*dv@QhTKDWc zU5`$U;j8_!Ur9h8lE(Ib|HIR?;)js6M?Vza8{jXt%HTG z2Z<8p@lGD2^_4D+mbdxRIq#E+fIjF$63~aFao_oPnmbiLorn9=i4x`U4IX#(`L2EF zn)^Y*^E?sIho5~on+v;~y{_v)wnTZzBMIn3((u05hkJaG^F5r|Y980w)(Ay zPM0W;Z9JI0m)qX&j_&LCg@F7qVN4!m-+LcN$+LHk=7&jRo>%*4|B`?{B#rI=-H5O6 z=J?dUch~8Dbh<=&^u>d0uIkHG>t3C=>lXs{4-?+WgX)g<`K)!0=Hd5r;+?+QU;CQ` z^dV_%|M#E#j`8DbIYOdDd935na^kD@xns!a*F-=cj(H%z!jJ!79*{WZ6{~!OXYX}> ztsmCw`JD*#elE?Ald7*H`+B#>SabKj?gx3#>&WMoE}rG{S?jcUUA1nzkK;l>-k2bd ziNIPP*3N@&JAdwZJI^tsN|c8@l7K!WjrI2zU&#*=CCcL-9&)~iGrPQvH+2!;R-g6I z*%IY(E)P~)%XRI%t?N3!5Rfk>e1iwo_SW}a^XiS0`C!U7&a3^l-$_6plE(J`?!?zu zbG&PxtLt!mI$5GT#^yoxXZ7){biI}ZxZheV0;kVg{02O{sD9`};R(;VC% z6H1haJd%JuB#m+Y-XrT?`ge66z13?zg}~K)cYRFjoA+6LI%^%MxgI3?_J=I(7bM2& z*VevK<<{?<54o}YAZz;v3Hvt@&xV>%@{mUo(1)aP{@)F(KF4|P z`OU~@v(k0469!WqSlE!y_Z_f37?m3iv4~Y`xA&(@m)`zw8So`exSFL+? zo~}oyN|c8@l7K!Wjqm*ZM%APC|LnX+=VAVZz}a579%l8$cW+mu=tC0tiVt6@lipe{BubQrJd%JuB#rC;E?_sf z6WiyG3jz6Hf;=VyM}2_i(RH?d|J1%)^K?F)Dp4NtNCNthG>+fL^1PQPyB+0z);dS? z@OwH@qCDi01X>?>*FK*c&pqF|j`Irvd18V*CIWZ+0R48~x##UX$B-&f9`Z;6`j9m4 zzu)99|0Hm>53GImx~>P=66GO}B%lvTw$B-yd9`Z;6XZdi}I^?#r-r9Lf z>-Zj$CCWn{NkAWx#&`d|f`UFkqC|KQdAoJI_q(n8I3Ln=|9C1NNXTa*u-1pO=h20= z>pH&>kQXM%Vu5A8m5p?&TcG9}7G9!WqSlE!`a7rV+I5+%yx9v*VOhcmm#8xkeT zLmo*$ACiWDhvz<7+<9{jGKH{ch_% z&WCh~@{mUoIO+py&8;){eCa#i7XtFb1bIvZdh?;~PJj9J#>;$aW8@)^B%lvT!~68@ zKG5yA*J*upxp}LKzR6dRM*;h zOY8U^k|oMR9!cPCAK06HiS2X8g@Al8K^_wUeb9#_pbtsI^Pvy=kOcH0X^ekAP>p?s zM2Yf{M-tG7q%r=zXFu&{63~aF@tyO1cHg0R_PVYI*%IX;k0hWEN#i^BH&xqzNR+si z$I?7jU7F{6NNwZKSMq~|{3Zf-`M^Fzy5JZRCCWn{NkAWx#(nn{yUHIDCCWn{NkAWx zhWC>`T;qdWui?t7@`Xf+@{mUo(1)bq?|FUDha_;d5A1bxpR?9Enup)hi4x@@k0hWE zNyEQ4zU~7yv>fK1xAPoBsziCnBMIn3((w0ALtj3S zjeUVciSm#~63~aF;qNhh(1#?T4@qO3`{8KcsQTzSeh+gdB`IP=tI)* z?+<<0=0iPOfAps|LLTx+0{W0Nyf5`ZACiDRBn|Heeb9#_pbtsI`(bn+=;r8km_MB? zQ6BP00{W0N{Jo_Q`j7;^>ciH$VYc-<=R>YUdB`IP=tI)*?-PB{ha{j6NyGa=AM_y! z=tI)*e$WSfNCNthG`t`5K_8NUJ|qqAhqXSeod;d#L!v}^$Ri2pL(=db)(3q^0{W0N zp1&W+W~nc0=Pj+{dq|cj4|ya3eMlP5-;eggek1{XNE)6`eb9#_pbtsI`#~S{AqnV1 z((r!J2YpBa`j9ldAA0wJZuOq0`O&Eogq|3jzJY zgnM|fTg!d!c{|TBr0(h0*}UuQzc)IYr|Z=Y$zu#2^r_bfMe=i82*?8y;LfL#FQTxVI`9R{^d|D5n(mr<# znRoh9SNHyrKG!{#$2WP<_g*7iAwS23fIKik9uon5(1#?T4@txGp%40y1V;BEYngs- z>*@V{o3G=#V|VdjA0k;WZlmuDftCy7t$f<~j%&WX^O)=VQ+aRQx3~P;e74rJcK+IV zZ9a}6SE4+g<-zW~_Mz9jdgo?-g@FEGLZ3Y9?0)@ssQs%6y^Tj*-TOyx>!0=1&dOsS z54iOjsfzp@7XtFY1bIvZ^g$nzfIcJ*&xbzfLlPLxhs=HYxy`@#_iet8>yGupgFJ|2 z$+(TaF9cdHj9WgAYhI)B=q>NHzO9}2bbV*%`E)(*UkIGt*RQVEYu&x(<@xjcO$79l zlb{d!aQr;fHob4;eNp#R9`cw7;6bmEE|H((LO>pvAdiWFKIlUd(1)bq`OpV_NCKnz zkhxDkxB2(}zRlNh-LYPHkOz@08Mo2*g+R-Nam&YX&1-ZXz4dvCXK(o~<+D`J+V^Yc zE#>2TNR}v%XL+!DFMa4GkKVYLPa&Wmm>`ddfIf`vL!JHmM*3OzR37q30{GB-Bxmw; zTnNYm6XY=w&#V&$@^5kVg{0hu$MOlc(cCKpvPNkBNXj=tC0Fhos^8&uo%G>wC+$xBRx|)7G2-ts2kjF$oAHL;7UG4ZI{jGZ_4|ybkIUji5YorG9 zb6g0>0~6#i5zq&HNCNthG&~>rpbtr)Hy<*$>E|}T-ru+RI<7l53J>xmQU&8S`o0i= zOUuLYJNfk1SNtRPmfzNVw$`zAediYfTRA%)bDrh*R3Dz&7wYa0iD&&I3;O{H`!NyF zhi~~%S3BNFU+bR9Lmo+B&Ig|N8mWQ&92Wxezyx_r1oS~4l7K!W4bO)@=tC0d&4{Qxt1oe0J8x+n-$U}6e#-Y; zzN~f^*Sq$)yDs-D1ne&+$YUa)5BiV z0~6#i5zq&HNCNthG&~>rpbtslX&*9|>E|||-ru+RI<7l53J>xmQU&8S`o0i=OUuLY zH~84+Yx}%(zT|%`fBE*!cj&3?2rAK2zcH(3Hq?chniOZBmJ&>BoBEc zfwev`uh&RT@2uW(o_pTTa}23#`Xk?G`Lg>}eYk4ftMhjKLcsoE zf;=Vy`k)U<;HVF|)(Afzt=I4CF3Uq669GKvCDIl0aa;(<0~6#i5zq&HNCNthG&~>r zpbtslX&*9|>E|||-ru+RI<7nR79P|=q)NtZ{M!4rUdM$1UVMeeSL%GKukF6_{^mJr zJ#c)j2lC~nxt24#$Qu&!o(SlJJ|uzOeaKvU{JD32=2u%Ik1=@Ar(Pn|$j5OZAP-EC z$3#FM^dSl8L(=ek=z~5afv0`QT&ADfe0qQ1=Iglb*jso|2azfnxAAN5+j<=r0(kK? z9$&5du0FF5QQnX!Q6AssLG@>OaMn6!=jD2Zfc?P)c}xWKK_8O9-9F^rJ^p+*5BIAr zkjFQ8(C4Qjl-b{LAs`P-kjF$oAM_y!=tI)*eCUHdB!Q=W$XuqM+kAR|-{$MM?$}#+ zPzRAJ8MpCk@7sDE7XoDwGLLe9wbVXhdh#iJ|vCj z?oYC?ACM?IJrTnNy2 zc|bre69K)@ha{j6N#nZnv6u7S@2JY}AyJ|{ z$YUa)5BiV<-sVHr_QcO`<7qv$Me-Pf2YtFKLV@)i7XtFY1bIvZ^g$nzfIcJ*&xbzf zLlSt}hsyCYe2Xzvmz_^WXd*9aMxDcT4^7xsDTz=-FH<%%xiGV&_ zKV1hg* z0{Wm2NkAWxhUY^c^dSj6?L+1={oLl$`};Ou$92cP!h<@AP+;7~x4m!caa;({cX|At zhnz6v_nep|FG$F1BA^e)eBkRjj&skKzVm${AU{ly$3#FM^dSj+-G^jx$IoBqZT+=n z^5}yHeK;#p73(=J1muAU@|XzdgFYkyeMlOf4}H*wB=EEknalKZn@{iW+k73@9g|1l z0S6+K7`Jh>_iet83jz8nk99ocw2qTrVT!ya0{U={4|5#np0lg(AyJ|{%;GTsNbGHl7G!q9`Z;6Px-*UXGLmaJ;#NBJTO5X69IkDha{j6NyGD@5BiVHU41uj9I7@+dsuK!g(GHjehb&DU`uKwsstjfdPYW*axYk{=}GHxbZ>Z9Xs? zZp8Mv<3d0_m>`ddfIjF$63~aFv3x%2+2@b!N6l0o@<;-`_&^?eBQ^28<3d0lm>`dd zfIjF$63~aF;rY-9eMkaN`;fUzKezex{=UuEaosU_6drIOLWyx3M|$ni0ukzT( zLvH)H=^f_CZz7-%`+R^KkyRW+qC|PfBMIn3((wM(hhsj}UmqXYkD8%8rpbtqvACkuP_d~tg@sa(j z8OlQ*NuXCB$ZKt+CgwXX1muAU@|XzdgFYkyeMlOf4}H*wB=EEknalKZn@{iW+k73@ z9h1j89&jS^72`Jc_P))>aUnq8pvAdiWFKIlUd(1)bq`OpV_NCHp$khx4h zxB2w`zRlNh-7$Hr;{hikUomcDZ|~cD92WxgO&;g+kSj)=%av8-3kms71oS~4l7K!W z4bO)@=tC0Fhoo`-{ZOyIePn-XX7Z3n5*Wn?@|=s*#CykufIKik9uon5(1#?T4@txG zp%40y1fKRGbD4f_^XdJ4o3G=#WAa$X15QM~V%)~w-naQUE(GYCJg(s(*K4@yEoRAg zBA^fYkOcH0X?Q;LK_8NUJ|vCn?}vJ~<&piV8OcK)NnjKo$a5}I6Ym`t0`kBFc}xWK zK_8NUJ|qp#hd$^-5_sB&%w_ty&8PSGZN84{j>%&k4>%F|ig6ozd*9~cxDcRk^0=0V zoH6WL&g>#@NXUC4pbz?x1oRi3{i{#CzqkK&hvab$54aN9g>f72e&6or zxDcQ(^07lLA!|#2l-~Q@L@9*tz-645g!vn5F zc46GcyWh9_IW7d~i#(p;A@^sv>pkYle;ncq+Xu3+ACRyg69IkDha{j6NyGD@5BiV<^dV_1-w*Zd z<@xfhiOEAANkAWxhWCj+=tC0Fhos^Cpbz?x1oR%H8m2n%-e&4R=xDbH5Jo?~aANuHn=K>S$$3#FM^dSl8L(=ek=z~5a0ewgs-Vgeq z4@p2Dl7{z#KIlUd(1)bq{h$x}kOcH0X?Q>M=0n|`U;ESh``&n(Pi@Rscu*%13XI!$ z_WO1{$Atjg<~rgSbnqTu-4ha{j6NyGa=AM_y!e9ecfeZ-%?)-UU=E$xK| zc{~-N!v2m60eN6TpFGI!?mnHh?^)~IUBCO$xf12EkH=ly?%D?m?gt6a$3)<*KJ-=> z*7cT``OujX^kFO?>TJgw z>08}1c|5}d?oUOkW`DFB=DJ-UwHL$YsA$uJ?2Q?H6W@$%pLk?&DMY-d(5r(djYIhyAmENkAWxhX37L zAM_y!=tI)*e$WSfNCNthG`t`5p>H4R?8Y1ESKTvt^vQ$1TotLB^&J-i^1y^Kd650x zeO$Zm+Ie^9?|yWqM0q^J<1FrHtpf$ugM{Z}BA^dH`*1fGvbcL+_k(-X#WYkx51oxG^->OSAK&((Ff zKAn8$d9c6sHwoxN((r#5&>Oa$~{pAT1a zBde?TaeYXaC=Yog0ewgs{=U!$eMkcOkTkp>^g$nzfIcJ*?+1O*ha@n%4_V8IKabAe z{A=sJ!h<@`icn-d$Ay4AFyUQ1p6YA6FLc}Ijv@0d@2JZDLSkQk`FbtKwez;F>->HF zvmcoAO@35=wg*?Odv>0#N2k8&zx}uWNkAWxhW|T(KIlUd(1)bq{h$x}kOcH0X?Q>A zL*G8s*^M{SuexXQ7?THm+Z(Bx?;RHc^1y_5@}RoA`^>(?yZ3iL$d@ROF?p=*+uC_h za6TkF9}@w6xW$)CfOO%H^l7K!W4S!$ggFYkyeMlPK5Bi`FNkAWxhWCR$ z=tB~Cn-5vrh(EurAJ$V__!S=1xi>6`trKS@9zl7|1?ULW)!3Ft%8@P5z-eMkcO zkTkp>^g$nzK;YT{w4u^NE-fketpn~B%lvT!}~!W^dSl8 zL(=em(1&mPP**?RNPp{|$>W_o=<8ghYTi381muAU-{e8{dH{)UdSL&@>_2@YQiWqk zc%CN$`p~BjTl+#4TfcKYJd%JuBn^LG=z~5a0ewgs-Vgeq4@p2Dl7{z#KIlUd z_?iz{`-ne(tzXt#Tly6q)HxTS!h6SsfIKka+dT9@50ZdBBn|%^s1N#(1oRLmo*$ACkuL`%RwmOal6lG(2DWpbtqvACiXmgFfg(63~aF(ck@0 zXE)wRzv`aJ;~PBaGm)wtL!v}^$fG8p7ZU-`MQw#VNwO`>u zokS=&hD3?-kVg{02O{qrL!v}^$Ri2pL(=fy(fXhdNnooFeA|9E_q?6w7*Zw5Lmo*$ zACiW@uk}G6l7K!W4etki(1#?T4@txOK_B!X34Gm$WHI8;U+q9$_HQMKnAyc9}^g$nzfIcLR@qf0Tbr0nsk0hWENyEQ~^x z^g$nzfIcJ*?+1O*ha{j6NyGa=AM_y!=tI)*e$a<|eW-UEZ=^4E&*UMGB%lvT!{4v^ zu+9fLt>eTjc|oE?dB`IP=tI)*_pmAgFYkyeMlPK5Bi`FNkAWxhWCR$=tC0Fhos^Cpbz?x1kUy$*B62@U+SL8Lmo*$ACiW@U-jXb4}2|0NR%iK zc_aaSNE-g$(Fc7<0{W0NydU&IACiDRBn|Heeb9#_pbtsI`#~S{AqnV1((r!J2YpBa zM}5e(M*R6`{eE9}T^{mC0{W0N{QE;6iVt$|TqFT~NE+Ug`k)U4QEb0ewgs-Vgeq4@p2Dl7{z# zKIlUd(1)bq{h$x}kOcH0X?Q>AgFYmIqdw$XJ^p;OKEJQKDi3)i0ewgs{(Yej>wJ*Y zI!?@z7bHrQhdh#iJ|qo)59@=QsNeQCvVV0?NCNth zG`t`5K_8NUJ|qqA2Yt|oB%lvT!}~!W^dSl8L(=em&-Ti*oc_ym zY@TG_TOWJPt2a)g=R=>r8b|M+`Pb&kV;>K=y){CG`WzPmU*~}b#&;0-y3f{Md%Tth z^NfXG?;Pkdc{;B9CXaPI;Ph0~-5i z=65xZyZUg~K3DT{{d@hC_wRZ4cCPH#@B8&uKGgM<*xR`?pV~Zm+`|LTZ;eo-KF5WC zJTSrd1_JtAcTpbec)-b6c=gVKu9BzYx^ME>#{+J6Mg6Tw%R?SXKp&EZ|GT+9^y!0r z`F&q_3nyax+;JgrH=nDy-(8RU(a~polK;K@+3jiWz2xyUhp+8V-@g*S)?e$b&6dZ{ zJmB({NR`y%xDb#BCK%s9K%eU_%3~i7xETw--Z;=z@^W1FNgn%n!0oQ6zcp!j$Ri2p zL(=enH`j;0eIPsg1c?&i(MD$R+;Pq8ZXQ?l;i`4-=Hq_P`YHe4^MCrB*`MF{=PP`u z^R4mebLRfFS@P(E2Yq-;gevtoE(GL(2|x3w-#Y4@fIin9lE*$Ca5ENuy>XzcLBUy!KdSzOLqhwNMr5+%w*9yNhy zydVdCgv2v_c$$A*{rg5w^L78)DS7nCgT9O!p-TRa3jujx!p}VFw~l%zpwD%Oea>{9p&NowFC0_1`ql? zN~9~~>$nh*2PUlJQO|bN8v%W;J0g#3c)-nzM2^+((H}B45XafIKi^ACLNLM^6*b=eh&(xP}K@jfL;s9Ox?hI-9`E2mAA5~ZCO^l8fIKi^ACLNLM^6*b=eh&(xQ7Rv zjfMBs9Ox?hIIg+N;~pMx-W&C|CMOShBmsR$8vgI*`tU9vsK&lRqC|O&!DDTo*3P49 z=R?BtFcHv)YkWAHD_NesuIoXz#JBONtLuOCHvZOAJ138Oc)+>W2nF(UTnNYm6VBmL zujc4(0{UDNm&ZLk;A||sujW8k*~f9sT^`Tyfcx60zcnd&$Ri2pL(=fSpX?>8hy}wI!zP*0y!+;XyF%}Q9J=(Xk);XGo-_wZ_d*@MS+yAI{p5|9OB#$w8(5GG^ z)X2wiAs`P-IEP2Qnxnf3=yOe69?$TAyRq;;n*&{CUB@+Nc|5}d?rWp|)}-Vik0hWE zNyGo$Tp!-;1J&7QNR%j#F?h`NY3?~y`5qGbJ`vD|XM8xyove?piZjg ztsmA~J1CE9c)+!nNR{N{xDb#BCS1d#Uft2v1oXKkERSb+z};B*pUr`;vaaKrvpo9X zK_BL#{?=sVA&(@W4@txSo~{qy@WDQRqt8_NwtlyDy{$g$p~EH0<6S(cW@}&fez$cW z=R>;0xACZ}>u>Zn-quq)CXYUN(1)iY6xiQ!As`P-xQ0i)x}&QJ=yOe29)0kj5604u zqa5fe>o~5t%A*e+^kFXQZ%sxX@<;;ukTm??&Gq41K2WWFheV0;7=s6WB9gUZNa*uK zKp*<_VQXKgV(WL#hg^yBsCo1@vOjf450Y?>N4=Zf-U8;iis~_k2XnBFdHmIZ zsd63r>Z-?_9?XSmevz1SUe3q)q=0!y4gdFk^KeccbUw$KyXcL?sCwv;0_Gt#uK)J{ zPWx=`uYT{@bzDbs)Vq6Bjqi7NpNHqK8Pww(51h}coQnI|4*@+$!Z{xGZgzVMnCB|0 z$DAI_#X9Emt^-r$clOm$k2yV<3)TE0G3UITkMl_Z^NuumSIIdYe0-*X+QQT2GwqkjAR&UsaHJ@iO{qw>IY&#Ih>``HfxJxIcL zJnG%;{wiRetDqipdN3F3n9sWoOqJi+S4Tbc*aUn&coNKmdGLAgec<~b1y;?&s{6*? z{Ub4|9(tsJc}NZa-ZEPrm`>lz3*FemGn*E0vE%J=N6n;v>>0zMx+3Fg5(_&oSN z@O_X1SINUw&cSRv4-%v5p+^dsht%-zHQ&xdord%H_B`%(|DM02`@8vi-kK;q=Ja4L zdsR-!_3Vd$9wcE7kGdPXcLmII71Lu)59Vea^Xm>wmCx;~lOB3(0zMx+3Fg5(_&oSN z@O_X1SIYxuyV|)t50f2L4?R-AJfwzy&oK|?AqDQ1hdlccf4-Zi=dCHyV@?m|vRCDl zT+e<8=s^tB@XRdN4QZm|u5bs(fx=o%GOS6Y%-qNiYxQ!RNvEf$xJ9 zxN07*dM;+?`H&b@4?R-AJfwzy?=cVNAqB3Uhdk>Mf4;h(=c}pFV@(g{_G#tR{N8>D z=s^tB@Yo@L-PCYs`~VFi-m-pa)6NV-qkB<{<^lLu&YZm~1W&cyHShkza= zVGWPETe~h`o~wu+*YIGD)@#g@Q!r2aA)p6I&|?!Y59T2S%tLDUe3%FGkOIHu;kVEE zt?NjPs)rsaU>;J#|L&Rx^N<4OAvNZEKh)j*y>s5xP!By)VAedauU9K);`{bPKo63z zhDY74T^BIVRYZ?#dN9|!R;J4N?T3IKBtef&z&x0T6fh5|;qzf0%tH!XJrA7q>gV)) zOnOv3^hg2okQ)9y$UK;b6u5dG@~ofy`RYENuckteYj`lnS1YIH`}RXX50bE^N8P=h zd9E4IY+yp zn1|Hx??vXpJfy(Y@{niyuhZHamsp0cs9?U}u+%*q(JvX!W{78(dhaM?l9#X@#{hLyt{>98giQM`BbxuH{irbHC0!*O}{aPY>pP)yh;kpZyTfgCyv& z377}-kOJl*HGDqIgLz1SyXOImyE}M(k}#?sdZd7PNDcoUWgg5!3ap-oJj+jiUj2OT zzfM&TJvISyKt;tKiBa{qwnshP^*i%iXROCPJ(&AdD^uls_Cr7qlAy;XU>?jv3Ydq~ z@cA$g<{<^l!_d$nQ{j8kJeY?RFb}EW`@uYzhZI;n4|$fK{=EA6+<%>_9(tsJc}NZa zesi}x)ahTpyW4y{Z_TtGKYQSEmC7kOkNptPgCyv&377}-kOJl*HGDqIgLy~+^NQaP`i4 z*9q&P$0k4yu2PvQ=dm9GdXNM?HUaZs9#X(Oq=wIjc`y$tU>;KA|M!C~KfCa$K1htJ zhaM?l9#Z4~_bQ+2gT$zM=#c{7&O`2H`}4Q=WF52^9^eqdE6Bu3Rkj}$Nu zsqy$8(MO*YFb}EW^I{&%LkgIO)bRaa9?U}un1|Fj{{2wzwti=R>J0VJBL&FA>XkEb z4*MaX2T9Ol6EF|vAqC7sYWRGZ2lJ2u<{>qHe?RE-niJpB3yD$n&?5!RLu&l~-sM|* zAu*~RdZd7PNDbd7=D|FqfO$v_-w)>Dy*$)!uirWUIzv75NP*w-z~`$}&cuH0hkza= zL61$qJeY?RFb}EW^I;y$LkgIO)Oh}W;M=+(F{&PVq=0!yjpy$bz4S@}^N<=oKjy(a zq=0!y4c`yu!91jZc}R`@-w*Zb>viU%&P)$IQsB2d@cAm0GqGR$A)p6I&|?!Y59T2S z%tLDUe3%FGkOJl*HC}%|==PZ#ztRthQT5Ox18KmAg`Jfw!tlX)-?DPSH_!}o)EFb^qU9#Z4) z?}vJ|`8(%dXQYQ7De!6@_};9QGqFGWA)p6I&|?!Y59T2S%tLDUe3%FGkOJl*H9mho z=(vv~SJ4xRQT5Ox1aJ4+t>CV?(&D-;J#=fgahhZHamsj>h2fvf9`#Hf1ckpku+HTHiG>8o!Fn1|Hx zc{2~@AqC7sYWRLI59T2S%tLBCe?Qc3f4_5nbq0Fqkpg?=f$My$awhI?KLqq333_Y- z=D|FqfO$v_pAYk39#X(Oq{eaY2c6Gx<}P|8F{&PVq=0!yjpN??+(mCBM%6=)6fh5| z;rqxun1>WF52@k%VYNKe>3zRj&CmVT%;>SE2Xi~CqQw2|hkza=L61$qJeY?RFb}EW z^I;y$LkgIO)HweAz}<95VpKi!NCESZ8ppqv^wv8C%tLDU{Fw*ykOJl*HGDsq2lJ2u z<{>p6-w$>5{LcAQb3OD(fur)kbq z=lpIq5BF0upvOHtnDbE;MXql@1oR*YdTavb!91jZc}NYP5A$FiQouZ<#`*6D?(Q6r z7*!8FQouZ<#`*6l{q;`)^N<=okLJNVq=0!y4c`yu!91jZc}R`(|EzyC*F%pKI4cj_ z=cvk=xW4@m(1RrCu?d(5^N<4OAvJtH%!7GI0rQX=-+MnehdJiJE}RDvqw1kY3Ydq~ z_}+gv*oE^zVpKi!NCESZ8osa0gLy~+^N zwI2d{kOVz80rOxUQouZ9#Y`$c}R;R{(N^|&tFre#~dEaVXw-mxSstG(1RrCu?d(5 z^N<4OAvJtH%!7GI0rQX=^SmFN%baszSI!5CQT5Ox1;JyJfw#2hrRPqb@%V~-mllIGtxtk6!qFKFou8NCESZ8uPs$*qw7iVpKi!NCESZ8uPu!oR9NK0rQX=KCkA%JfwhmNDbc) z=D|Fqz}@nYXW!$`ck}bSH8pyy;lZ3ft(=nI+YbRfNP-@lfO#+vDPSH_!{@_1n1>WF z52-Ql`{8bLVk)bid)0lf?*7~UfBSszIh}Q%z4!g>dRINyvvWUN*JTJib6S0!Ip4Le zK0o(gle?-1`?l8i?p_|GgzMQ?XFa~-f%~lW=;wuV?{%NOuCw>PyxtISJ|sbplz2B6 z{Px}7`F-TBk-vJH$N!ys_I2}EbNHJFpHrDDeXp+n?26NDK7Bv-b$)m8;GEQ+S3ak@ zj>OM(HlMy9`#QIGJ^1yzzgzYD?t4spRfpN~dbHzg=iPfhNBgaI{k?s?-Vm5Q2h8a% zb@q9B4y zu!nbl=l78tb#;$=8vosV)p@dSDs!dp)%E)PuI|(4XwEZ94^qMJ?W?OEb9gX^S?kfy59j{$KA-;XulM!$LqLC$pvNZgZXVEk_PbZV z_v|{ZBRT479(DJRd7FKGHScfjm-|wgD}Ar74}tDNKbueAkA0orT|77^wda-3sjegO zbDhnn@5jE*?XMnO?XTBa<@fG$OneoG+4H%#ne(FJL_`Q8~)niT%<}zzN>UsL~x}W|IUw@CpsCwv;0%zsn*?rj4 zv+uc%)TmeUsHgMa&963J&eJP%@1N7VUY~bdsI&R>{n*#}>48A4Jrv0wtJi(?d-(Z%Bu3Rkj}(|C4}Bl(v43ul z%&1rQsHa`;-$|}MpS{k(^Pmzl+0N&bfLX&)z?|xJo_S z&->Nn=<%5cZr0)V%mHP-XJ6g)Si^%k&03FszBu=9_xbJfXTNiO2+1V?mWSEbuRfo%&c}VI%$>eh*M~rNp+DQF-_O3zM-K#Q?Rl-MkAFXKy$YP| z*Y9Wl?|JO)!`=42?yT3FWnZ)G<8Jfc`@HYYaqs)De!X}7R{Q?y^Kt(};ON}pylOq# z$LrT*=&_Fnj@IG%%mH=2XJ6g)Skr^K&03Fo-hR98Z=d7iIufJmp+^dshtzod-`(|@ z%ct(iQ7qF7#*n^!wS@`RMVQ2Ts(UXFjL8j>OM(Z=ZfW z`|5s{$65E`bl<+;xA*bw^Lu|1FzR1DxZ1Ppy!yRo*SXsIRb8%nuB+wm+vg!CtJZJ( zdHWtEf2Z( z?azJxv#cRJ@T!p?@*M~rNp+DQF-_O3zM~~M$aH94+^EuUZBz~@Y`}FJC zSNF3$xck}n{nq{NcHg_r_w4gN%hTEWS?zw${8n3E&ENeFfp6!GIjmB@?dAPzQuO%D z12^mN>kg>$xqWrg;~E~!an^d&^T&0moZlXaQT5Ox1d*W)!0oTxpod`@*8iJ$A!qSzq(wTX@+I0X;~T_?OdiuwF%)V}Z>x7Q-;JQ@qO5dyNL!i6R@9opCXJ7sG z*vA7$YR@yDQ(Z^m=lZTs|Gs^7oyB98eV}vnevZD+(fjxMOmNh1d(_=L{@*3v-rwx^ z$8Yw1_WiB8?|u$@COPWa9`)|?b!U5cznTF(&hfzct`%j@Z$AX|APLv>sHdB+Gkrw-yh6F%|q|H&+O}czxH)vdwFmjDtDpp)%79JUFi4r>DRNb{(9`=fg`o& zna`=NBk^;6*QbBqzPirl!R}_;*HQaf?YeiHkLMi%N9A-j-__1Jo1go+#`D4)XQ`__ zm+rSFM~~M$aJp+niSyeJ0X;~>vx~u zS?A|IRB}PztLsCcyU_3L)30Y={q@+#14nAlGoMpkN8;!Du228IeRZAHW7d74xA*?` zzV6=p^Lk8ZR6VZk!Rcn7^D6tC-O>G#q&chesdLfe9v;m3E|sZrUi%@S2T8bxM?LL) zoq4P?(L;|EFb}Em`0u3p+{>q)_Aw8$ubbC8p>KI`Un;wz@747o&|T=?_37WYufBTh zb~xOjpvOy zeXGv?9J;@n3_bSo!0|2>HO^~41oR*Y_w=ZzpRY5YbtZb~kpku+H6H)nRG(}6)YCoA zfA)3rSts-@5AI84SM`}WmWk8?b5ruIDZIn{L}ey-iezB;YyvFg6j ze|P_%{*L=l|9TyNKLqq73HS8i^t0t))_u+9p6|J_udYx~sGJ)9wb4JDlungUh7=+&?5!R zLux$!JE}g{@~NkJocHYO=CMxbTOQn(%C6{pb$tkQ7y5U7`uFXtuO8=k;7sj#=5wm+ zNc>#8k9~EzipN#X!E~OT=hg3V9qPNk^ZP?UKa!xwCeZVMPXGMuewKZleQxi^k5#{+k2&nur(T}R^Q+I{S+)73mU-PO+Z z+j)NbygR)5z5YAPM@`W>TVzBIs3YKs}q{l zgMCriHGQwH4}tDN-+k<>mmYI^Fc)giGoMpkM`G0OVSi1ZyUmp;{&w!)K7aN**N1?9 zBtef&;8`BfdiK4&*S~e&z0cwGnB=IddDPwS->v51erpEwIL8C$RVzyD-+l<_K@#-X z1bQB-&U{_puYH}79(tsJc}R`N_nkg#`PAJ$&U5y4^HwJ`s|Wj{vTOQYT^|D7g}(dP zS1�^k6R3o@YL%x{k!C-NXLcKAi3@bN=m|zkPl;AJ01k%mYa{*5hnvPIdNuy&v+& z=83zk=FPtMs;iyf{np9ragGPht5%fQzx@!d6Gpu5m_AN%U1$DAI_h1&DX=Tz5`7`1!Y z-^1r_b7rcXo7z9O9|HQ21U)u^z4L(X-q-EdJL^9EzV^tEsz>$MyVJLd>Y+yp{FVnk zU!`&;_G>=`^dJd(Yy!{nP_^dkp6%cDIx{`=NCESZ8qeQ{dVSZc-u-c2v#*<|M+%sS)Oi2>sNb=E_3DrFnSI@S)CsNX!M>@SioRFZhX5|!!(N|FV6}XZ zTWa4wpHuI)-p^}K5=Om?$6e0JbUiN;_sTh^cK%4rF@JWm_gs#;?%wWuWbh6i(;wW7@a?1z9JBtef&;N3h_z3+GL?%(g%ndzZN3Ydq~c>n#V z-?4u6>W}l8ecgQ239ahEzNwswzE{_W0509bUY|{1wS16UYTrMfQ}4Fk&udQ-M!lN{ zr@z~|Juj2LXYQT<9P{6M4xDQ5>v}z8eP3(>d*`9*KJWIvzt^kgdfdZ|0{gQc z0(y`HJvM>A=Amky-~Dy}{=Uvk4?R-AJfz0o-iQ7CrF+=xvk9!04{}TG`{#4&-PZeg?McF@clEgIxtYG_N8;Yk0Se{;iF5M6-Tvyn z*LD874}Z@j&dJZ}-c{>)xB7YAf1R-&b9gX^St=^*$9@RtK@#-X1pbiIX%`s>Ge%)ajY>x8cA!MUiMn!eY&t@rcV4*_za#~L2YiQ4DK z=hVBc_w(A5gi-JAfyUh(JU>bBx!45E!#R2Qt24X&>vjA+lB4Qzu1CGwW9K}oi5_~S zz^8fOce7N^#D46DfF2}4k4<3jJXGD|yS?}C_3F&@&?5!RLu%~*{?zy1zIFA{fA)3f zTPJi?56(s9)bzdHZM~n@eh82YJ+9%w9I1W2d``XEdOwdnlO9zM9X0`TFmk~ER}Umc z)#F$XuKup`r@wpmK7JqRQT5o@qh9T?)4Q7Jp+^erl?Sf#t;(6Wzx@!6lXx6mNg?;KuXE5tk4@n0=Y!nsRnOkP_p6iBLyr_N52($o#dF+P(bJyb@9?Y5A=g;TV)z-{|TLx8#KaSspXOzrdMbLwjAeZTfha#TIu^WfXMAz_X-0rOxUQsAgO^y_lZ{<%Fe zqw1kY3Ydq~@V{T?;k7*AbW~**T;F~O=s^Y+ypJj+9Vcl-0R@4H^b^w1*(%tLDUJ~0okbcD}Ar4 zt@r)f4*}+?$2~llGqum3 }e_x;*4$x-$An+Lzv5eaj(377}-kOJl*HGDqIgLy~+ z^Na@=&Mqyqj(R z?x)U74?R-AJfy~a@88+yQ}rJGW?!G(*ZtK5eanOUQrQ)KudA*1{n`%!=BkGtWFTwL zN3Lyuo^8GF$G%QXk9|G3nyyHUs)rsaU>;KA@xPn;=#v8GAvJtn%!7GIfm!mvK0d9S ziQn4~0X;~99-F}Id8pHR>}KD;`>Qk4Lyr_N52-Q#`}o`Qs#=d;v#)>K&->Se%<93u zsO*})*VWehe(i?k ze=pHTpA;|;sp0ct9`?xtj;~hk%J=PufF2}4k4<3qJk)7DcC+u_{neT2p+^dsht!z= zef;ftRjo&_+1J1A=lyF!R`p=tR8B?T>ul?NKlVd_x#^(?8OYl6k!#zZXIt<4v9A-; z<5&-_t}_y&>Y+ypn1|GO{O_nf`lNt)NDZGC^I#rQV3s_vk5?;a;QRJNKo63j$0o2^ z9_sYg+y83b?zbjR4?R-AJfz0)@8f#6$NSB`ZeHqy^!UsJH!4@5?{&8Iz90J`z})oE zV-t9m2XaE~-{*7c+3Wp&_Do__JY+ypn1|GO{`VZc^hyEqkQzQe z=HazG;PhMNDy-WN0X;~99-F{wd8pG{Z~v=#yWg5PJ@iNc^N@u`f1l5(XRr7B*)xez^*GmqyXlUEIot%y zgLy~+^N<=oALhY4q=0!y4c`x|?jv3Ydq~@cA$g<{<^X zorm1Z_UFEz+1LAi?d!z!c+CSRD!-!db++}sANwJ|-1N|66L^*fazgFj=X2`W>-~QA zOkz|$zT=_$cig$F{z#0fhaM?l9#Z4^--GnhD+SC$YWVz^hoAF+3zcu#BQdHTdZd7P zNDcq{Vjj#x3Ydq~@cr=ZJk)7C&SUoVZ~J-wnvkn{a4ssRrtkIa^?pD5A;4Vp&|?#L zmIrb|?ce8f>e=i4e)ddaR6V}y!QGt$66SIfFc0P-1;J#_rtgIP^a-YkJ;D1?dSb#Layq;xu~3)zSpzY z`~B>P0CUkpk4@mOc_2sBemy>??!DfxXOHx#dd%VB9Ojq%{cf z#{)+ySEcXu?Dc*>`ys$w^w47y_-h`>5w%~BN__v_gsJ*pmad9WMjf`mEU1k8hZ zNCESZ8a^N9!91jZc}NZ459Yx%?!TXX zz38 zF6_$rATg>QdZd7PNR7Y$JxWhKQ@}i=hR>IIFb^qU9#X^igLyCyDPSH_!}o)EFb^rP zcOLTE+n@XOXJ7C8wXYM?;~Wp1soa&m*S**K_3VcL?t1943H&t=9#X(Oq=xSY^I#rQz&xae z?+5c>9#Y_09`d`}pZoV`U+??1uM^Yb91onS+?Br9z1REo?1upEdg!qU9GwSpM(y|G zbLzY6{rmPvj;hBR9?ofvIk8LUg~X_O=#c{EAvKQwdzRjMr+|4#4WB>rU>;JyJfw#2 z2lHSaQouZ;JS=ONd&Kd-jl_iJA#s>eAVI8(VReXo13_v_gY0o?V_V-q+! z59Ey6@5krVch~#(?U5W+kF`A5t#d=d9B%^V!91jZc}NYP5A$FiQouZ;Jy zJfw#22lHSaQouZ;JS=ONd&Kd-jl_iJA#s>eAVI8(VReXo13_v_gY0o?V_ zV-q+!59Ey6@5krVch~#(?U5W+k2O7<+nRG@*Uk@#QT5Ox1&?BH@|g4dd%s;T&V1lzSnox`}ggK z0IquIu?ZZV2XaR3_v3TwyX*b?_DGJZ$J!q3-Z>&+t~UYmU>;JyJfw!thj}m$DPSH_ z!}o)EFb^qU9#X^igLyCyDPSH_!}o)EFb`Frc0C_;_3`=n_Ils1eVvFNb9gWZD!ZcZ z_1*RUefuGRs~&o60^iO9Ii&Xe@Hw@w+aoio9@q46uGgF^r*ghXjH-toDPSH_^iJ?}yK+ecc|JQT4cohjYHioH?cQMq*Sw^hg2okQ(3r zd!6%e9w}fRQp4xdJeY?RFb}EW`@uYzhZHamsp0#V))I(}THD zIR$;MecgTt;G~Bho4{;&AeYp>KR&1Sb$et+)#F|soYuJ`;d8JFmmMUpMBkY)(PpcrU!GQatiuh`?~!Q zz)251Hi6ahKyIn4?ce<}xl#2v)`P3-jD)${1k8hZNCESZ8a^N9!91jZc}NZ459Yx< zq=0!y4c`yu!91jZc}NZ459Z<8d8ns*%=_%?=Ce*nk2O7*8U>?@aL*4yjo@ZY-e|187T+@TOQaPnP5~J#&M+&T#hur)2=hgP_ ze(MDFIM;)_>5jyxdgze?<{>rw@2q(+4=G?CQp5Lyc`y$tU>;J#_k(#b4=G?CQp5Ly zc`y$tuzDWyEZd*^d1hbl`?aqV)8iT*%#q5e?2#B%4?R-AJfz0sf8X`dCk3vOhpU`} z*?1l#M%6=)6fh5|;eY4NgLy~+^NqFKbQyekOJl*HGDsq2lJ2u<{>qFKbVJm<)NPTG5@o#o7XxaJ+A4& zT&bMW9*I%)&?5!RLux$!_gx=-QsAn2xazr>o##VhR6X=a0rQX={yo4vn1>WF52@k% z!919U6fh5|;rqcnn1>WF52@k%!8}|$5A}49d7pjVeAWr+p+^dshtzm{zv-h-3Ydq~ z@Od#0*UAH@ajr;=s)rsaU>;J#{|=f5^N<4OAvJtIm@Z+)#rEjo;lyO-hKX_zb5}%9^BVD=CQW}Q|7w%)me}4c;If`N5JR1 zIwcXeCEgMC`Z{B-!Y11ZPJzIv_d!M^WO&2OEw9(tsJc}NZaUCca~ zhZHamsp0$Ku6elYxk>-C^S}DNXV-am{ag2acc0(>{#Bf=a*l83VYT}+_q){9=Hq^A zGOy~vxvXQ}e{~==T*tn;>M@50bFh9U;PYMGR`p=t)-g{Vssky<#r_&T%<(SO{MJe9 zp+^dsht%-j#ms|wNCESZ8onRyo(Ix!cZc83|J&zBxgB-gv(ItX{m#12QFA%!x~sd~ zZU5xps`YO3^t?66vwE;E>zLPH9hf@Tv9GRr%;~{gtgi|9d{?JcJ=nK(%u|QzK+18k zzorj!y=pbTb+UTskpku+HT-um^I#rQz&xae?+5cR@}R@Np9@xxb~@`mN1x;D>#ypz z>b}pO@73=|4z60SK0nV_le?-1`?ijGzUx2=_?>-q)MHK$=3;$Kz~{R;JyJfw#22lG(#K&J~5qvAnjb?^SD z>+ZeJS+6(izJ8nQZ=bJr4)@C>NByfuz1sTSUp@SN&43=qc;IRszVA9P6@F)59rakl zgE?7$7V!D5E?4p39M&=4yE~9_9PDc@uIjm>EiBL&Pu zYV7~N>+7p;3Ydq~@Od*2*UAH@ajr;=iU*a|zxI1w=db&?%I{}Chx4w_lO8{N;Ie9+ z{W)}hHCcMp=MWF;zgH1wvIe>2U5c4_SH#`H9eS{bvM2b4^qSV z?Cad`;=wsrt>(8*P7gg&z&xae|1M@8%tH#8ht%->U>@Gf1K-vSiBa*OviffS>F?gX z&t1Pi+qs>0eSY+K%>$=Z>TJ)Q`>Dy%<24VQti!82pvdR;)k%+QcreGiR-f-W`MY>< zPHTOSUDbn>b3Xez_q%#d*s|V+{*7w*|JV-g`v9EK!s|V*^rJCP5DLwQ^0rQX={=1lYFb^qU9#X^igL(K{ z9{9D6NQ{aHmDOkctKWNe9oLbp^Wal_sQvS^`m^ry?Q?p6COzuj9`)+;b$g%J>(v?S z@f{D`t>5wIuK3#z0X;~^iO^IqEYHzWwZbd#``%zI&g; z>oLjK^0v2Ez59IK-skmtb;f$k;lUj4TA2dpw;uv}kc4Y`)YDzRGtYI#der9{59``4 zq?|e0*LmuJz}(gR*7@k6M+%sS)bQWM%!7GI0rQX=z8}oPzIotkx*{R9?U}un1|Hx z{a_xB$%C%{c4f6Y{q}kPo;^~d?(M^6;eo?lDkrw-`~xHc}M~CkQ%-p%)>c((D~oab=Bu`w!AQ(z4vw0b@$$< z*JDznuI5p9e}1=`m;0?5(PJME9IskY;(Yc)Ko62|Pmg-~^*i%iXQ;<(9ynQt*X#~V zm3`XRx#{tm2TtFr=C{i0p+^dsht%+Ye>V^2AqC7sYWRLI59j8AyXlU^sCum7vG<%f z_1@R@ddT{GZ2~v0bc=6u!46gi*$5YU4p=usus?96kWn;x%u;A9)b&q=5#FL4oHlu#~L1gofD`0>vjA+l0HA1z`J>d{SeTD zB;KA@$cvQ z=#v8GAvJtn%!7GIfwS^()_pje_d{Y-J^tpwuith2^mp&x$L}LOsvgzj=uYn{tcM;c zKps}FoQZST4*@+$f*zYd&qLLjzw7(AuQSu*GY{OX!|&S;Op$%q*SYAij|YxNRr6bA z_0S^)%tLBC{{37ZeNwB(%yHGq6xhH05YU4p=&=br%R|+guY0zC*Xzvmc+CSR>+t%v z15;xk_H{0L9OHrOUe)|oNj>yP0rQX=&;Nd|mtHAg9#X^S$2^#a6gVpnXWfUhc|RmZ z)#Gm-{Q8;WtKWNe9oLZ@Rgb@U)L;L-a~{=D4?R-gw>WNI}hCZ?E88@!}KJ&oMI{c1y zU`pJ_zPjsijt9=4R`Xls^w1*(%tLCt|MzqK^h*KrkQzQu=D|Fqz}b1=-e=#}`yoH7 z9-n!1H?Gn@w@1djZ3469p-$&{H{1T*Po0?_Yj`lHSu2X{&wdE#K@#-X1pbB58Pj^=C?}ep+^dsht&A{-_P~bGX=~;YWRGa z2lJ2uXXW9n`*1ezhs3CQ{LQ2O+W(H2r<#b_J?d_sce9_z{nZ)jv4#h8nx&$~e(Z;U z9wb4JP2jJ2sG8?@f8D>ouQSu*GY{OX!*6c~rowgYtFs>8@xcAnYJRJf9(tsJc}R`F z|NUG~JyXCuq=wIzc`y$taCRQJ_u2RLe#noihaM?l9#Z4_e^02VeeBFbHPJ(l6!e7E=hyez_#{>6oRZh+Q?T3IKBtef&;OIP5?ftu>_wV)V%=CE811Ib7 z`l|!#T*tn;>M^GWbD^4FB<7r#^Km{YU>;KA`2TxBZ@p8%Jfw!tpLw`P9-Q+%=FBOb zHxi@jp+^dwork>l_UE(j@BQio^th)7b3d!1%>C?#fF2}4k4@m{JXG!dyQBB-_3O;^ z_{;-0>+pNm0d;<7Umf+B(}THC%`Xyj&dd2YpA;|;sd4=Oy`Z<=DPSH_!{^UD+$#^9 z*101wsvdfzfO$v_|2t_O%tH#8htyc-{lMJLswiU>?jv3e1{^S@(sV z`$J+>J@iNc^N!0jHxXyWslvLqHFbpvNX~b{?w!-@CK-@BQk` z^!UsJH|y|w=72Kav#)M?=&=d-eDEZg2lL?b;QPS$K?<0M)bRaa9?U}u%$^7KI{QA| zACnqY4?R-AJfwzy4>1qsAqC7sYW)9xz~!jQUAeyf5YU4p=&=cWI}ddl?|0wczxS^* z)8jP{oUFs^nFFeP&%V0pp~oiR^TCr~9?XN!gYN_12Pt44Qp5Lyc`y$tuu2|Q*(bK{ z7l~2z&?5!RLu&Z<67yglQouZ<#{cgJT=uHmh3nZ50X;~99-F|o^H8Vpe)sMDd;dB! zJwEfm%{u(L1FC#(U!C;OV-xWC;7KqK=E3K|_kr(&6fh5|;rqcnn1>WtEf4H{wSBu^ zCO4`cdZd7PNDcp#>g4oz%>yUv z@ahgI^0|F=(nF6;z~_S}!917;p9kLuz7JBsJfw#22lHSaQef3Qth#UP-9Hke>Y+yp zn1|Hx?=9xRJfwhm7#cWyS~2DK_SIDnJvM>ao)2>QYMpKW?x#*pkIy`Cvwr5sukf=U z0(y`HJvIUJU>;JyJfw!thj}m$DPSH_!}o)EFb^s4?L4rTZ|}qVGl^04&?5!RLu&Z< z2=ibbQouZ<#_R6~+&-<`mEYSB0X;~99-F}Id8pHR>}KD;`>Qk4<24VQtgm_TExhc9 zfF2}4k4?Zln1>WF52@kvVIIsw3Ydq~@cm#O%tH#ynul5Ug`N9DVpKi!NCESZ8veb* zJeY?RFb}Em`}+Z>S1VWL`}RXX50aqACNO&*>a-ra+4t}M>df@`%mcT(R@6AZ{SeTD zBY+ypn1|Hx?=j}V zJfy%~^T4@Zt(ftB`yrqQNzh{xSS=5Adh6|fHE;J@6Zb6-?t9nD6ga>A5YU4p=&=cy z2lJ2u<{>qFKFou8NCESZ8onRQgLz1StK{J-=U_IT2Z>Sj&?5!RLu&Z<8uMTtQsAz6 z;M~7ej99lH0(y`HJvM>W@=&L@-u_qfcE2@ovv{zNyHuvYdF_XQ9wb4JO~5>uhZHam zsp0cs9?U}un1|Hx{a_x5=Wi7g z*6oLY9wb4JO~5>uhZHamsWI>K!JO_=nF{B%9|C%i1U)tZ^I#rQz&xae&xd(14=G?C zQp5Lyc`y$taMe6q^<2!(^C2;+9(tsJc}NZa-eVrjLkip_51f;VfjttV>Y+ypn1|Hx z?+@l-%{(x-t5&AM`Rs>)9wb4JO~5>uhZHamsp0cs9?U}un1|Hx{a_x?@Y19Q7-Wh$J{ zehBD667<*v%!7GI0rQX=J|E`6JfwhmNDbc)=D|Fqz+Liimvb^(&x^#Udgze?<{>rw zdy#oC4=G?CQp5Lyc`y$tU>;J#_k(#@BM;2!Diw9kV?PA+APIVG0_MRyq=0!y4WAG5 zU>;JyJfw#22lHSaQs8cR;Ouuhx94T@qw1kY3Ydq~@b5|H!91jZc}NZ459Yx9#X(Oq=xSY^Dt)~n9HgaRrYT`1oR*Y zdTavb!91jZc}NYP5A$FiQouZ;K7?s>rC?hc-xB#f$u9w}fRQp3MTnFsTb z0_Gt#d_R~6^N<4OAvJtIn1?y?z#LYsD6)V1A)p6I&|?!Y59T2S%tLDUe3%FGkOJl* zHGDsq2lJ2u=3!{)kg4!JX&%f&3Ydq~@cm#O%tH#8ht%->U>?jv3Ydq~@cm#O=F9_g zS*4=Le(i^V9wb4JO~5>uhZHamsp0cs9?U}un1|Hx{a_xdy8P_Ir}`i8st*#Q z>Y+ypn1|Hx{b3%=LkgIO)bRaa9*)TauCrE7&Hn6%fF2}4k4?Zln1>WF52@kvVIIsw z3Ydq~@cm#O%tH#8htzm{Kd`D35~J#&M+%sS)OdW4=%Y^xn1|Hxc`*;>AqC7sYWRLI z59T2S%tLA%_kO^6)`|lAvmXL_kOVz80rOxUQouZY+ypn1|HxePSNWLkgIO)bRaa9zM$h zZnIQQ!G7$AfF2}4k4?Zln1>WF52@kvVIIsw3Ydq~@cm#O%tH#8htzofe&E}>Au*~R zdZd7PNR8+36}|LI0rQX=K0oHcJfwhmNDbc)=D|FqfO$xb{oW6_&Qdug`>`JadXNM? zHUaZs9#X(Oq=wIjc`y$tU>;J#_k(#b4=G?CQsedagKnR>@hkn17*!8FQouZ<#_R88 zex)B0qw1kY3Ydq~@cm*Q%tH#8ht%->U><(X11{gH?27x_4*@+$f*zZIc`y$tU>;J# z=fgahhZHamsp0#xjgtdgze?<{>rSf6wTrUkaFq)bM#S59T2S z%tLDUelQQ_AqC7sYJC2F!0}s^Q*eL#A)p6I&|?!Y59T2S%tLDUe3%FGkOJl*HGDsq z2lJ2u<{>pce?REBk0V#n6Nypv&?5!RLu!2f-sUQLA~C8SdZd7PNDbdN=D|FqfO$v_ z-w$`q1Lr=gk~;2ZKLqq333_Y-=D|FqfO$v_pAYk39#X(Oq=xSY^I#rQz&xbJ-`@{h zO;;pF)kBXIFb}Em_xFyTdZvJRNDZGa^I#rQz&xae?+5c>9#X(Oq{i#-2i(r8?2`N0 z4*@+$f*zZIc`y$tU>;J#=fgahhZHamsp0#%oF*#+0P9|C%i1U)tZ^I#rQz&xae&xd(14=G?C zQp5Lyc`y$tU>;KAxc7t3=Qwj0y^$DI4?R-AJfy~P?|tr~Hxi@jp+^dsht%+WWFE{z z3Ydq~@cpoA9@zI@l~iy&`yrqQNzh{xFc0P-1;KAy!V6d-*M-z`Xe!_ z9(tsJc}R`({=2|k^+#e(=Tv@&IWZ$AX|APIVG z0_MRyq=0!y4WAG5U>;JyJfw#22lHSaQouZ<#`*6D?(Q6r7*!8FQouZ<#`*6l{q;`) z^N<=okLJNVq=0!y4c`yu!91jZc^Dcvd|EN(_x9CQ4?Q*kpAVh{^I#r)9(*78K1c!c zkQ%-p%!7GI0rQX=^SmGKHW#Ka`?*)y=j@JG-ybs; z=s^;`<5BN!_g4Y)Tm|)5!-F}^T2W+wd-b1Q=hNTqy??LABt|{kqu%}Tf7hCQ{cNvU z@5jEV%#FTR*M~rNp~)>rax&ZXXW!>+UhZcItdbk%HG7@i)BV*1>2Zt)u2-$7aX$MY zpa)5q!=vuT?p*=%T*dTQ!-F}^T2W+wd-v~Ncklaqy&>@K9KQX1=0@%N;dAP2>wQ0W z?KwBK&x_Bgt`7k`dR@(@@7KQ0_bwislS;1Xdv(2w)P6Rfz90L4&+D!}oSTXgeXp($ zf$l2|b@B7Shy;=6r-Dllb-={s38ui;AbvN^O-}dtUH6wb=;lUiP zQc>kR_Cr7qk}!uy-HqM50_M4j>9M8-G7Z-KWpXzRvG19-Na(Zs~hAwAagU~aQkRN3F&{j=-teLt@^1fIFiw$9wBeSdsT zoo&7E$DT=zibt<}tA9@K`dWT{UiNi_lyGPyaeBJDR?yqJ>kMDTk zzG_8{{o4-#JxIcw9(8wi&jieK71HAx9?WspiZc7#tN-mfzkR;<{kwef5mATXR>Uw=%XZPvzvaj>g1A$t}b^Y}J&h`H-e)`kdKK*|7bt-zi=7AHH zU(xsK`Vi)BWTvpmka&u=+8`~KhF$Jyugena5fb3gk2%z2i2^m)C0owOcn zdN8+DE9&guehBD664vmjyS3{A=DCXKaSadVIBP|j{q5cN>+XGhuQvp`^XxryqxSvs zId!)6z8`xgH7Xvx@~!?kz3XfF^?BLX`RRc`t^IkgtLy#0qq_S3`@HPy#PxX111BoK zqVLu9A<$ju_x9=6v#h)=&TMT>szVr$3$T)9+_rr=rJe9yn3? z6@9O+4}tDNzqe1no_+QImdCg5`&-VA-p|?hJ^DOee+ZmC*V*nz4!%`q^Kd^k33|-w z!CY3UD6(JsA)p6ISkt5K-p)MN4Crx959T^+MVG!oqe$=ab)YG2dUESC7)lBJej0di>R!+_S?1z9J zBwq|2TAzMqyE}|H@|D1I5(AC(D&+kecrz9)8}Dd z=cC7K9yn3SHGQwHcahrf?bEMk|8H-7KJ&qi%2nulb$tkQ7y5U7`uFXt?<^j(?Blnb z?Y+OF@3Z%Qz1|QwdTy&6SD=O^IehBD660YGo)a!uc> z>s_Swd;9e3+5g*HpU-@7qjDAcUR@so-G%;LpZN}gqZ*!h)pL^|Ruj_QTqpsWU zV~_NxclW3o$9H%4_WU(tdhFwY<1Cd^u^;;(pa)5~hDSZk{W|kpXRgORJ(&Bfm8q~l z`yrqQNqEhpe%pUHH$OEIc=XD*`sehn4*@)S-P@;M&%XNW@tOxtRB}t-tLt5)_IvyE z>)HR?Tc6K-aHDb+`d(ch0^NoFU7!Aa`|3NZ$E^GMEr);I@7~w_>wf(G5ZHSzce@@r zI;!5y)AQCO>2Zt)uCr85$$spIfF2~_njZCZ*YC`8ov|MG^kD9@R;I%K?1z9JB;hrW z`fdN+-2Bu;;L$7J>YvlQJ_PXSb#I@3J^Sjf$37l7Qpq)auda8I+P~}5zi2|f_I-c4zfXVHo%Xs;zpg#9qw4W*kGi^lr++oo zLyr{LD-T@fTa`0$fBPYz2T8c5M?Ky3JM&y;tcM<(06CboG9~tBKLqq32|s(()&Fze zKd0}Wd`>-kz2DECNsPLe2iKu;7y4dZul`5-bZ`6Wug5+fI8wE-n^3&hpME&b^{5_JR>hU*^`s=@U&Z8RY zp+^erl?Sf#t;(6Wzx@!fE>(PnG*Z69|C%igr7a?>i;?K zpVN0wKBu0&-tTA6Bu3rKgX>Va3w^JySO24Zy0?Ax*JB?K9I51*zE{_~NbTSC>EE~i zx2HbG_~1(AF7&;+J_Nc8efP1iUaNcDZO)(0>(k%e&DZmilu?iNsCWB&cl3U}ew~pX zdTavZ;H-)|_p=`YdXR*Bc+}HguQSherh4d+0_0)#%AVP${SeTDB>Y^vPyg0z>wQ1= zbz*0Ea33nWpzqc7A<$ju-}UL=x39i>?BjtWwda-3sjegObA8vRf8V~k>T!+-&Q$J7 z->d6Gpu5m_AN%Tc6_2Z&ik~)-rf8>FUc77+a7f{?|0wczxS^*)8n2V%>Af}D%ZCk0(y{ydwSH< zuiu&HIzv75NP*w-z~{48&cOcchrr!E$N{x`@Hut1^}Zi_CN=6=9^8k@F6eu8z0T*a zKHby4`s#6x2hLP-P2a2QU8MHi$6lWlm^BaVi^`tqdv$#X;L<(pujzBQxjxJH-8?++ zHJ)qc_-cLj9JpR3_0S^)_R0g-IjXW}u5UjC^dJd(REae^^IYeqhaM^LTORm)*2)>! zpZyTHy9YU-b`L(M&bHq7W6z{UJ+E-sa&hfyRO0Ma9b-jz! zzWdnglLE8mfqhZgGkveF4*^`dhyAsE?l$+|^8DN9ck}VQBw>x`zV7yU=X|S?9(ts} zxAMS!_o|$U>)8(hJxGEcRbtJ~JlDDDp+^e5ng_l&YvoMr&wdEp&4am9`}z5tI@@~R zk3EwbbruiyL1mZpy}DlK_spkz*;hY3&hfyRN^a?Ub-jz!zWdnglLE8mfqhZgGkveF z4*^`dhy6W#?l$M1_q(0n^Ir40X0E^0o_qT$rH39Va8@3;&t8=?a6S7Wpa)6NV-x6k zs59;f&u6Wif&JMJfxCGycWOUBpHpXB@B6W5Qlrk|!9J+$lD=2h z>-?VibT9krr^g%~%z;X->3em(igXWqeNteSJg^Tcd!+Bx^&x;u_pra0&)srBzNvRR zzvpH0*LcqBX&yW0T}|}RBL!y31N->2awdLnKLqq333_Y-Jr7l9{;u!ezRpY!JyPJ+ zJn+3)DraCn_Cw%q9?YHE&(G)7+1C4h?3vW4vv{x%D!Zib)%7~RXFlD_zWV7ghX-?@ zl56^2U9TeD!(N{hSS1halgb(Bd%fFwKd=1|AQyM>xXU^3HdoI}vhVR+*V8`!JArwq zLVDz?i3^*S>>^hkl<^1$b_RQAk%?1#YJ zJeWJRpP$dEv#t02*fXh7XYpVkRCY<2 zuu2}-CzUhM_j$&efch67qeGhB`=D|FqfO$xbl3b$zY*_IcSmzfFMW znmqLCdKKv&_WGp2DtTa^RL(%(>)qD-dF_V)xwyNB4kW-_Yy#%NJfwhmNDZG4^KeWa zaQ&@vSJv%^fF2}4k4@m+JXF2!ckk}s@7I~>p+^e5ng_mjR%MUe&wdEp&4am9`}z5t zI@@~Rk3EwbbrlcxN#zvuy}G{EeEYoYo!=(Fb4?z4b-jvo4|{!5;3|3G98}Io-|N-Z z`+4k#0CU#^0bMo$b73A*z&xae&xd(14=J!$9=OhLm3y*oKLqq333_Y-f6YVHJiq(v z{{4NOnI3wiz;Air^Rp^@;(qo+;BFqwo!ZaO=hWHO`+n@1)Tpa?uum$dpzqc7wdULB zW$*kp0iJ8}(5vfJqZ|FR39Yt*#yjk zc}M~CkQzQ8pXPzzQBk!=VpKi!NP)lRA+Pm~KmT?A{=QC44?R-g)jaUMqbhsi`u0QM zZXV2?+RxAD)Y;bie(agls8{je98^w8-|OAh`+4n$0J+d(4G-o-?epVv>fP4+dF@HU zsCrz(gE>+;6@9N)Tkq$w9|Fu>kDons`Ps$XkPLk`0rOxUQouZiFP~Gdw%*TU&!k7y;~E~!k;)8*1yLm8oYCk`pQ)gT6`>|(I zqh7^>b5J=YeXn<0@8`820^~xEYj`k6YM(EkQ?It(&tuP|N7dsV9?Y4_sp)%NZN2Z; zeh4sEJ>K)sjl{g?#;^24LcdMGJeY?RFb}EW^I;y$LkgIO)HwhBQ18Bf=X|TF9(ts} zEO}rbpH|Mq@9l@c-8`5(wV$8Qsk5#3{n#_9QSaixIjJbn_jK+tF8C_ z+7AKds>k0vbR?jv3Ydq~@cA$g<{<^lLuwrVeyDf*d*}SBp&ojq zz^r*-U$0iq#P{uoz}-BUJGGym&#AMm_x;#2sZsCZ!8xfY(D!<^^?n}vA;8@AxQ7RG zruO;sId!%5zF&JLIjSCdYy#wfiVA(Nv#t02*bf2brpG=WI_~3WE=iJ}n}B&R4=G?C zQp4xNJeY?RFb}D5{`;Zc{r%4QRWm*GNP$`Nz`kCsoQdz-4}rURFn4M{Kc7=)Tkrd^ zXHuiy#e;KFQK0YjYU}+x_CtWV>v0bc=1lGL=X2_6>wUlWOmb8`^w`Ja%uSDdJ#-~e`?_*feUZ?26EF|vAqC7sYWRGZ2lJ2u<{>rqe?Qc#zu!5ZYNm%C zDX>Z&*ynGRGqG+z1n%a++^PNid`_Khz3<1KNsX#Ub@*86_!hX8Za;}{QJk8w4(Bun2-z&x0T z6fh5|;qzf0%tH#8htxR!{ZQ}rymLO)NDnfS+|7fzQ~UY(oI2Zj z-;X_$8dZ<#@S6vpQ&FVvb++}sANwJ|-1N|c3}o&3$hGayv#t02*w=~ap+`QqzvY3? zsi@KSdiHw1pZySEE_xj6p)(0P)|tELjfCEtfO#+vDPSH_!{@_1n1>WF52^9@_d~tf z^G^S2q=z0UuxcLIHY)c2$lCLfYule^Tkrd^uM^Wlj}-VV4}4DLH}t)pz25I;JyJfz0{?}vKz$4>uhqK6(SuxcLIHY)c2$lCLfYule^Tkrd^uM^Wlj}-VV4}4DL zH}t)pz25I&&bHq7V?P9#n;v>>0?+b5PN@C+d`>-kz2DECNsOw89x3o!9{8NfZ|HkHd%fS! zeh4rZJ-+MV97y1I=fEzU2NKR>6EF|vAqC7sYWRGZ2lJ2u<{>qnzaQ$ipMPK9DyD}X zDPSH_!}rPTd8pHRoY(B@v-`TgnxI)d*cX*u)Au^tdf$)z5MXY4=&=br%L6%~_V4pK z_3ZV2KYJ!Isvdfzz^8fOcT}!P-|OD%{d)F80Czp+@Nf=u%)#e^Bsz~xz&x0T6fh5| z;qzf0%tH#8ht%->U>?jv3Ydq~@cnT2Jk&Hi=3(~ryU)+_*MxrR!SASCmA=>6*86_! zhX8ZaLyt}1Ssus*0=Vljmxps9 zk#o(3T{#~loX;j;9?U}un1|Hx`7jUWAqC7sYWRLI59T2S%tLDUeza-u{J^T9A z=i~Wm0>9P0CUkpk4@lN9>@u`f1l5(XRr7B*)xez_0S^)KFtHa zqjF99UiV(_*Rvl2xa%>ehjW>8EfY=9diF?oqJB~(s?1_yfy*zU>;Jy zJfw!thj}m$DPSH_!}o)EFb^qU9#X^i!|Hjc(|nxg?CY!hyZ@T7Sv}Ynm0i>KdiHw1 zpZySEE_&#(3H&t=d%tH#8ht%--Fc0P-1s|Wj{vTOQY&tC8MvmXM?MGrkTfxqT~98vrA_?)`;dcU4M(xd93M+zL32d+!y zp7g!GyWYQVKLl{qV=WKoMq<~R8@qOXNI1Vuz&x0T6fh5|;qzf0%tH#8ht%->U>?jv z3Ydq~@cl4*9_q9n=QaEK?7r@=Cg`djoQuk->3iLKy-eqrE*XDUf*5s-?twExazT{hjUwVZa#M;*ZFM%=D|FqfO$v_ zpAYk39#X(Oq=xSY^I#rQz&xae?}yp*P^a}cui4jU_jP|YL09$QTvSd?-|OD%{d)F8 z0Czp~*aVKw139Di`|&yT-Sz%`dn8BILyr_VDi2(j%020OeRsWo-+l<-s>j+M&XEMK zJx5OAJdtpon}B&R4=G?CQp4xNJeY?RFb}EW`@uYzhZHamsp0$K+j*$dc$~-V>)-bC z{xuMhaQ{2(RmWF52@kvVIIsw3Ydq~@cm#O%tH#8ht%-> zaCRQ5{-giw>t}m;znTa=h6fH*l<0fid%a)JehA>MhaQ{2(RmbvXx`}RnVs)rsa@U1*>Un+Z|@3pVn4*{I?xQB;xzQ>$>u1UJ{-UQ5p zc}M~CkQzQ8=D|FqfO$v_-w)=&JfwhmNDbc)d*`9*KKjnSzPE?hs}t8_9}gU1klOdd=hVJ#kIblg=#c`m;JyJfw#2hj;T(^&b6ZUw`+! ze!ossk8?b5rgB&MUf*5s-?twExay(DCh+Y%kV9(U51&)}x;-+Z>Y+yptda-zN#zXo zNQ|n-y*)U+IY7eaViPbA<{<^lLu&YZmqFKbQyekOJl*HGDsq2lJ2u<{>qF zKlD6QokyS9*ZX%{a}!-F|d*)@HyecgTt;G~Bho4{;&AeYp>KR&1Sb$et+)kBXI zSS1halgb(Fkr-7EJ*t4Y*aUnoYAW>5BL&PuYWTh|59T2S%tLDUelQQ_AqC7sYWRLI z59Xl?)UM~Fu0B3L-(K(gwXYM=V+{}HL}l0Xz4mqcA%K$}dTau#<$>H%SKGh)WpbnH zp+^dkhhF&(pW6=sJxGEcn*e#BqGON5sCwv;0_Gt#{(q0~sXj=Is)rsaU>;J#_lJ2f z4=G?CQp5Lyc`y$taJ4+-*|tCT^Uc2A_iJA#rpFo{%!$gb>3i+#_Co+CJ@nWFR?7pq zrLMMr_sir))kBXIFb}D*-uv14%{4!E<6Mv!RS!KqFKbVJO^H8t;n77&2%}1S(9@q3>u2fEGkHn~Y=#c`eU>?jv z3S2!8dDiXE{k*fU_x;+}iRp0-59UbaRQ5=Ws)rsaU>;KA@xSl-=#v8GAvJtn%!7GI zfmQOb%097mzetR#haM?l9#X@qFKbQyekOJ@KA%DC5 zx&MCl^}b*GIx#)2;lUiKoXQ@FQT5Ox1}|*!ybx zcE3z+R6X=a0rQX={yoJ!n1>WF52@k%!919U6fh5|;rqcnn1>X2mWTZA_UHcn+1LAi z?d!z!xP}LFq;e{IBu3Rkj}$Nusqy&VcYX9p0rQX=J}>6MJfy&?d02Jd*t>ruM%6=) z6fh5|;on=#gLy~+^N-e0s2+NxfO$xb z$M>B+`lNt)NDZGC^I#rQz&xae?+5cRcOKZCb3$TNJ@iNc^N7!2yn1|Hxc`*;> zAqC7sYWRLI4{PMXIju1#cKPnS_}$U<-F@+WD*LlXVpKiu;lZ4*TA3o}v-kPl1iqaI za%kO0;M?=`{&kLeyyk(Eb$C5*ymlV`K^=JLyr_N52^9}|9i!GIFA%C z52@kvX&%f&3Ydq~@cm#O_RRxV(-nzPujWxtw_o?E)2F{<=l&jvQT15UgSlO`G8N8e z@AJ9|%$5goY5h!Kwt2drI!8Tz_Q1tDe4aU=$oK54+o~Sy`!3b|)=BH3M+%sS)R^!8 zUU5FoCk4zyYWTdG2lJ2u<{>qFKbVJo@}T2Bj$CCnPxf_mef8Y0evke7eI!QJhYQfPS)Yo9Z=+R`|7l+2m8KDHNSPzdgze? z<{>ra`@dJ5kMl_Z^N<=oujau#q=0!y4c`yuVc$G(HC>Sy^=cmVbo+I$I=%WmcINky z7*&sJdN9|kRHnpv?0tSWf!XswPOYyA%sx-|SLdk5&mOo~hfjAvjnD0?(^Wh;$5pHO zt&`P5j}$NusWJcmz2dx_R|=Si)bRN=59T2S%tLDUelQRFM>X+|z@(uUeTJ`?vRb-UMdP139(6CNTRv-Cv!f91XlB4 zZda|V&BOiHBxmF)#IKX%zf3$)Y!kh&+{g*S{}%)^=E;J#_rtgH z@U8nYeeaLNsC#?Vs~^{~Zz^}PM`Bbx^hg2nuv+B|?Av|_=s^jLJvis*4o z59WH;%2YYO{Sdgi2Xnqkz52X7UrnkWdZd7PNDcpYb@N~zQouZ;JyJfw#2 zhi7>}>)H2QM{3m7JnHWE>u{iQWqTw>)kBXIAP=im&cMFyhkza=VNH*^dpq-7GoZ&c zJ(%lVD^unC_Cw%q9?X5!dbfFb-kMZB^hg2okQ)B);O4;J#{~g>sn1>WF52@k%!919U6fh5|;rrpY zJpA@Kdaffe>S`W!_kZtJJHPv_GuLBI59TsUMTz~`4*@+$!ZkeVY3|pV=Q?ve?&-nY zuUeTZ=d&LIclRI%tJJ&C%k$Ty>Y+ypn1|HxfA=;I<{<^lLu&YbFc0P-1gUjTe3YR(G4% ze&?p;u?G+K^eKfB&({|Ld60y2@|e?|-~OO4|#L~=AqN@`(Yl;LnmM!It{-M=3(XmCl^SRo{h(x?q_$l z`JHF(TpnxiU=N>CDDZrJ5s(K-xCW0o?fIN}o;#I?JZ=QY!C928GLOCp$b%%@=P|3F zckXNMKpyhw1k6LH@!#L$oXQ6hrSgzRCtw~r4Zk1e!8~*V=AqN@`(PgK=Rq#_xp2BW zALe*ecc0h(=ceVc2M_l2E`7MGckw02*`sZ z+~+Z?pLgzS?m!;$=mg9|r{RCsHV@{Z6EF{*hTjMCU>-UF^U!JdeJ~Gy%LBibBP2@C z#$!(RuRGhk&NFu`k2QI)mv<=?c%Hrp$b%$YlgFHXe`lWO4&@<_PJle@uFS+7`XV3? zlJFRhdG-69`Y#z9q zTp>|WhFpNW$-U%wNCWxv$As9`fh}%tNQ)f3GqR=AjcX51oeJ2lHSaIsx<0Y509G53k9C zTwlYLyMCH4eW0K2$LF(&QhCVZMt~d~rBLO5`XV3?k|2*sVoztD=icNYk51sxJaFBr z%1rd9F9Px)3BThpfBkyrz9wUN$fFZ551qz;|93H`@_|IDJmk>{n1@co?}vFX51oK{ z=rsI3n1{dRfnUoJ5~cExM<-w&It~BcIVum_=O|@M+)rNw-UF^U!JdeJ~H^p%X9< zord2B^I#r2foJp3e|!6L{{FA^yq|s&m4`e!0rSvl{QEtUk9;}-^U!JdzL*E|&-Vwqw;Xnedx{mL84S1^5_K2L#N^2>*m2cbOPp~)A0LX9?U~0U>-URzYpfYJahto z%|pM}?az6?pXzzNeiD<1JURjM&}sbpy^)W6Isx<0Y52aF2lLPgn1@co?}K?T51qi# zdEnkh-`D#=wp1SS=mg9|r{Ul8=D|F40_LI9@cUpM%tI$&9y$%b59Yx-V+f4?{KkxwUJ9y$%*7xQ2qIsx<0Y509G59Xm0cy%6l)~lc6{UKc{ z4|#L~=AqN@-vQ>qJahu)q0{jDU>?jvCtw~r4ZjcO!8~*V&*q{3_V(vzfA95^pgiQ! z37CgY!|#iEFb|!8dFV9!K9~pd&)U?WT&X5dPQW~L8h#(lgL&u#%tNQ)_rW}zD-UxT^KHIoBIF^DPQW~L z8h$U$gL&u#%tNQ)_rW}vhfcsebQ*picFzOb++E}b^?c+){Vai_ z_I%WRpyB->QTi$#+*h5P&(4E%G3TTH(d(YQuh&Di^wm7()7E#%BRhV!&h@F>H_!3b zivT=Q<+B%`+}Bk-bED)MpK3jcOfR3wBi+0C`y~URIlj zoT%?5a8wSCx)0NPKS-3miU;>qC+Dm2AZ^V3mH+Der{7tJTqP(_sq)#2Pwwlgp1DzSjZd|nM5dR|(eDZnvxe<7za#fz=trr1!q{`>L ze3G|*@_&>E*P-MZpK3jcOfR3wBi*xn@_PLwdR881or~=`A0$fO#e?VUrqH7Av-q>j zakjmzHV-*bKTF`Zx%lnxnAYDzqV!Wdc&_<)|`x!~oq7N6XQe(nbzshMZ%lYo3Ck967M12*Xt+Iv+_9WTx`$z zAW`}$9z1t9g&uwH>UZsXcka9QPj1xD5_mL6k6y<#UJr@VRe8{tI`?#T9;A~w@o1jw zAyc|Lk2%fyE_r9iS%1`X9m;+2sn&}?a>2`IEk3yq{oD^cQZvuiCjt3P9_ilAC!eRE z8+num*P+}6pK84bBp1AVj^&d)^^@|u9>CUflKcjs(EpqXdRQR|SnukyLih12AthfL{J zcwA*pw(Go*_-xME!)^*a`rgIw(&uhmuhuU)Qa?-JtK5BcPPf(}QMxM+`c~&2&(33} z*ZE6vJ zpQoQ2d6Wm&q1*+ZYP|>~7rcCq<&!-1lkZVHxDT3n<{Y&SiTf&_`&>9pK6=QMUWLb1 z=489h3yII>oIUKW&}5EP{i=Pf&dvTvPHFO(Ro%M?^Iks5TR-_f%7g3B%robxbx7P-`P}Ei>9c(D zdOajdALYSyD0ji9TAzI7GkF}HkG!A$d)~k0!|zaXjZd|nM5dR|qQ{B;N|mPKFM1@`9I2o>(IQLwT+q5~XM5!CdOx^I3V2YUb0= zy%ZsuDn8s7CD-^=>q%sK`FzhK`RLEd%e|g+uS~V; ze(8HRU6uQ)eX(ErD+0UoV2|o&2<)C8`=7b_Ef0RD7SFSBASKMDpL@Ov59ZuOKb2RW zi^2<^YP|>~7rcCq<&!-1lkcNExDL&{a*kSu#C?^|eJ-3n%O|hbL$dTJ9^41zDfm?D zlfQf>k7x6d*XzIM`6@o#7bVyDRO?A(dii|MBl+mh$;-W-bFWOb>wf8bcU@% z?WYKwodN)GY_1vs@d-FFBd=($=i;`=6s`Vr?y?nmsk$m*$dJ#x2c=;U5Cwb~8-=lbNA2jpKIcgme z_fO5w*x}yoKzJL3h8~+p!o~zbAcH=;b z=vzPccoiPZiDn)+Usbc;PkEk;!V8~jy$B>1ynLSHlf3kk-%&ic51M)99JLOK`zoLN zTsTcWddQT1iU-d{=?b4}eeO#>lSk%5zXu=ogpzA~s`Vr?{nhy7y!!9+a27sinS*UP z4Pwe9H4&l=<=SF3SA)RO>|`x!~pV9G~Q+pZwm%gXf@`XUs)Nl`5;kx z6&}pFo3btXKFS|;pQHQoer%@n>O3Y5-LnL)o*(C*iTN!Ley0}C)i|(a`qIxmU4;j8 zqL~NI(VyyE_b$zTR`v9S!Uvyfy$B>1ynH5~s)Nl`5;kx6&}pF zyRtpz_^to#@BaE+e-HUmc|6BsUak9yfcct)YJ75D{mjQMJm?e6Jadj(hs1q78=ssdrcz&7#Tcr>E+{;yXFejRM;2iyH zo%?v^XTW^&&uPhbFn?=gGA|7c`*0x$~Kwf zQUB<5&)(PTAzLbs*YcQm*Che-H;KsO7#?s`i|3~~uvPld&%IoQ2XmsC2hP#I*16A7 zn*FTm=?i6ke5&;#kX-QcnS7Fmeoa2?1~ z7yQ}yK1h_xV{(AUF3L9P_fh}o zbmgezkJs{;ch@BW^EZje<25|ssutgOb6~4HS3mb~6&}oqW*#_4|61ohM``x6 ztEX=iKKNAYMIgE0uf`|m)z5sa!h=50%q!=pbx7RTtMSQs^)nZ{@SsnWDe$S*i$HS0 zpN&t>qo4af3lHW%GtZo()**3UcjJ@&>gQh1%Hynau|4O5M5#O`2YBqNY?uDO@?V|* z^gHX2E0xDuJZ3jK^EophkJs>kt6F^D&4I1*T>ad`Rd_Hbnt9+HeRZAZJgV8xuAaV8 z=EtX6F9OL0e>FZiuYTrZ7asJ9W}Z1mtwZ9zo{dk=qn~@LNsul!f%KmE=+ zY>)H6^Jo>r!v+!UJlqvD4){8)L!SBW=`_<3= zo`nZe5&;#kX-P)@yUMmbH7*N!JKI3 znRC=SB<|~Ke6kOfjkACid z7asJ9W?nf*twZ9zo{dk=qn~>}3lHW%nG&CBy$B>1{BC@*U;W(gRd_HbntA3NwGN5< zx*DJCM?d#=Rvu@ai|sidBueG+7!Nq@u5;S|{f~J#*F&OI9_QjQr#ZhfzjMd(_zVxY ztHu9l4s4bC>L=%`@L*0f^T0X!={kL&+0R)$bD=pu=cx4}0FTtO@yU7gbN^@I!5k>L z#;00OBGd22C;QcZzt3Iy&^OAI_*CmfAi3aoA&B{S@@h~4z}ey zkSLYMYk0tQ7li`->U}?M1g@3`a(`C6+CH6kCV3Yg^r_bVp5?&S`JH}pyb2HIL^BVZ zqo1zR2b%p{)iXDmd^ks~7Xf&r?#3tk)zAH&g$Hw>|9{&I5^3dAx=P zTz63@(68S2<3`}>dEh-bi(Y-7&Oej9Di8WnYhTZDV9WeYKRI572XmsC2hP#e>e^>e>h;lZ3JxyGkjPa@N=#wYvHf4{G@@?kC%3iwp(MIgE0 zSL2iY=;!|A0fDKR=UM&tzt>uy1m4XrpQrzRA7|lnmO0p#^FX3h9`E4+=T#L7^r!dz zxDmK|9(WJVqF3Li^Uoyj!h=55+TTwc*fQ7YC%3EcU`{miz&W~FJ^Q(;XKpn2#W`xd z2*4wCH$K^~e(v`wJeU(D*Z5THNo4xf_+&r&@Aq|8KFp0m37=}c2qYK$yZPkv^m9M* zfWXwu>#Y9!-)pT;0`KOR&(nXukF)SO%N%UWc_2|LkN5C^^QsC3`qTS<+z6Nl-h^|g z`<#1}#~wV`lUn=wi33~ZI{oB!6&}oqW*#_4SF2|~SM|(|=Ds*btrr1!r0&Ki`_<3= zUWEs9qU0K%YCVZezZ#$HNB{l4uF8kGQ7GY4trvmhf`2!ke4c*pM;?#yfD@W|<{Y&S ziTipqpS+)baz87Nv(Cl#oDUME@^}vqIIp5iO+R|yhZ_O&z?*Omb)R#O^4OCHdsAzF z$$_nMuAiK)!h<={%me4>YW3_#&!$S@k;+whj<>!SzucF8?(Zr*m=n$SnRC=SB<|~K ze6kO=LV;D^U3Gw=YHhz7!Nq1nP<*X>yWswNAt=1=_mKI@;K{U zY|r^1Q7Vu3@PP9w%GC6u_kFk#Fb}*5_wz8T>pS;3cO;KJd9XLN_Lm&kD(Cvi=_)*! z6U{tuj;>bEe)Mdr6dtKumFIZtd-2PC>F56B0fDLczR&8v|M#8sN#Nc5@_G92_iyWswNAt=1=_mKI@;K{UY|r^1Q7Vtm@PPZLl&N{X z-uK}~z&!9KJeG%f^?J^I&Yj5P96Z>gdX9ZE1^d(&foFNZ4b9(kj;>bEe)Mdr6dtKu zmFIZtd-2PC>F56B0fDLczR&8v|M#8sN#Nc5@_G92_aUGAeBgp|6+YE^5lAlhqxt0h z^pn3lj^P1EH1o_kY8?{y^;tf7y?$~%E043z#rB*J5~cE3g9m$fmohca)B8T$2$%=n zgvatQuU^l&&$$zMoRbH8y{fWR=GPa2tMOp(XwJ_$x>`N^(X*-2M|p4^%3biO)+gUj z^T~ba=YHe?fvMznp8n^o|HtCqpWe+UpQoQ&k;h{^;Dquke5&;#kX-Ob^U3?^Cx3Yy z!vl_J=9zQUIwbDvvwZS;{p5O99%r44?KvMLO69Qz5BBgbWon+M_kFk#Fb}*5zstk? z_2-@YoI8-mIeDO-y zIcgme_w`vmdA)veJu8p1&c*he4-%#FSd#~Pd6hCX_t*PA+z6Nl-h|)fVgCB_&V9}u z$m1G3*z;ACtun8^2waT^dq;DA&e7HC*^i!0l|IUY>rn23PqjYzewt72LqGQ;kH>hx z2_@I~RO?A(`lI>e{q*1Sme23_zzyXt_*CmfAi3b5<&)RzCtrCS!vl_J=9P2QIwbDv zvwZS;{p5O99%r44?KvMLO69R85BBmZWoquP_kFk#Fb}*5$K+w&?fuSuPUiBs1`qap z6=kc;t1kjq(I9`E4+XEgK7Icgme_ci(GC#S3M zxXPSt*LfjPDvvdJu$QBhDY>8C{ND(e2i}BZ@-XlAe&;?Xb9r2o2YWxOvQ_5O7lEts zVDD(o&pEnUJ^RtKsnVl(a37SX;8U$n{;%efy!Dg6JRai#CzRacQ>`bF>5t}<_tSsR zTRy+z12>er;8U#^f#iaJmQP-{<_ujZ4y z^^?Cmj^P1Elw9LettXM`pXHO+>%ZqIpV#n#E6P*wsn&}?a=|Ab{p2N&HF>ZXH1o_k zY8?`#$wPk)KJNJ%duB@a4T;iSdC>Qx%G6x1-+TY=Z_oX)w^ym}_arM1d2|BgVRvOF z=Fk^`tMOp(XwJ_$x>`N^(X*-2ck$pkC|%%FtKbL@{j9;LqDlcYT4(Fu@;-IbY`Ltg~0#)G}1IX~y#e?Udbb(K`KKJuiKFL!*`O4!xJm8FyYkaEpBr<*S(aWb3_*5QvE=o`MRO>|` zx!{wJe)5vXnmpJGntA3NwGN5W~SLsOyV>JV=5(ZUjD^hq;aC-KYEa`EzIT*n5IVCc(8Xg=jR+< zt)Bhp*;MH&Jm>?ZOMI&Jxxb(IBrpBsCy)2=fHO*N@u}96$n?oaFP~0e)jZG_O3(OI z>qP)A$wM!n8-d;OL2l9PpL6tT^_*8v5=yVegXym}xAU_3Yv%qe`)3Z6t?D6RzHbD~ z!`gY6-Tmy`=VT-gd2|Ag=7H;0Rc4|;eG#}C5B84c{G6k!)w3Txn<`y}2YsM)iBGjY z_xBT@sv zj$W;v^Xf@L=~a1Lb#Aur{E)czdjJLV015MOBVZoPLnm-_9{Rl>`Sa1w_kNSQJg&)u zy|1EdfqwKw;A%YBJDT%zj;>bEe)MdrbQK=-fzl;D)%x7uPkfS>e)5yY8a&toO0My# z)+dqVp_fl5uuC536J-W`>ecEwuf7P73wi9pgFT_SKhDvs)pK4wNhrNK4`^JSgY%OF z--{ao^I#r20rSvl_e-K;O_lD#gFaEFz^7W@YrnZKz5BZn;Jqdfsn#cv{n1@c|-~SFFANh0wnTKAx z{W&Z92^>|Gw`;K3fz+%MN$_T z2(Wi~T!RODMsxq1qr26!Up<>FmB(W|;zM=<`)dD!9MC2waT^dq;DA&e7HC z*^i!0m7awMbD&I#PrX__=hYVhav_g%@L-Qe=c! zkG=@7cX?cc2YW_y|D2<{)w5qcn=F;b?|8`Vcii}u{2);(4|#L~=AqN@e^)aP=AjcX z51oeJhfn2!=N_eOmHX+7z}0xLcQohc99^xR{pi_L=~;L%2g;QA)T`BVUVRZD7xFj< z5B7-WemO_aR?m6#Y`Rn)*WkgPQKrVH?pDu!^+kZa%HtY5*fW~@=N#Rwp8e|CWT`y< z#)DtW5fbL=M!-CnhfcsebQ-=N=D|F40_LI9@cXb!9_aHZB?a71Uj(kkgT13UKj-Lb z_3TH_rb^GkgE>&9#HU`Zp7ZL90J)IIIe4%~H22FndbWDbqi55l^0)>M_KY$$K6STx z_Ny-f>{TA}AOl@9AH8<_^J?|%M?W_vk7Ibq@feQWMV^o-m4`e!0rSvl{QK_?`N*de zFb|!E?~8eOO&;L-Tcs<0uP*{uUfa+)b{KD3ymiIsx<0Y5e>5rhMen37CgY!}rBJn1@bal|0bLZ`N^(X*-2tMFh>6bks%v(q^0)>M_KfEKIY)P^XTN$jSt<{C+z5~Z6e{@C)#}-gz6h{4dB}qdbj^J9+U?J) z)w3V{+?YIG%Y(bi84{)PkVhwA9y*PG{~nc(d^!R1&}sO-mbEe)Mdr^eQ}<6NLgk^=$Q=M_&ZkyF9MJgFU0Uf6md}>e;WJO_s_- z9ybEy0EG%Zb+vl-qb~yNO&;>N5%?(&{rhwOXVSt8v$~FLIt0?T0Q&G7XkJr z4|&`O{FDcBg68#{qwlWg^Ym<@R37i;!PDdp33GTOU>?jvCtw~r4c`y*U>-UF^U!Jd zeb^-r^!b&tRqFa8a5Wz69nJYUM^~$7KYBJ*Dv!zGD;}JqP{gOMR?mL)MS#7@Lmp(H zYv!ZZZhu~_p8e?O#^fQ7{@#9-2hLHb;ZxsT&*$lj0DF;#JZ=Pj$^$t;^LozFch~cI zdNxrikI(Rs`)9cGRQW@qR37r^1k6LH@$L7XkJv4|$M*u9=TsyZw2!diJBA8v=kxSMfW62=9ybDi z%>y|?^M0J8N7wUydPtYbV+|heVU0b|h5LX+sXXM-37CgY+n;mZ)$7@>er`-2kMV#L%CGRLtJSj~eGy=9@{k7^=$iTHwcDRpt7kv@ zxiNXjqZ9Zl51ga?2A}%wdOlBI1lWr_?jvC$M@Rdat)XXTPi0vtRw(m^>ci0VkAS z;Zs+uXFvKPz~1B`j~juX@<2||yqLmr*LS9#zZUg*mGK%!J0^5_K2L#Ofge@Dqvo}GYs z=rnx4%!7I81a{9upXK)FoM-iV_N$*8lgDE`;DqukeClfT>_=Y&*qc1$aU<|k9>@ur z*K>}(yPnU}vx!o9$fFbZZ65d?%02O^N7wUy`XT^#dC22N;IDZgM`+%UbM)wX-cJwd zQhBV+gYMiDB+TuNfO#+voq&1hG<-kIgL&u#%tNQ)_rW}vhfZL(JoMggf6o3tUC(~> zb0hM2j0c=heuYn6t)BhpivW9*hdgcse#!$mLGyaf(RbJLd3rWcDi3*d0>8}zzeBkv zKK1B&-cMfy;4Tk&+z7ln59AEZ=W&icThHtDkSvwQ9z5LB9($ro_XUYkdB~#^Fb|!^ z>;Ii4Z+UkD=AqN@{WA~dp%Yj=553phpR?aj*Rvn}+=x7m;Q>dKyW&&dUC-y~ivW9( zhdgcse#!$mLGyaf(RbJLd3rWcDi3*d0>8}zzeBkvKK1B&-cMfy;4Tk&+z7ln59AEZ z=W&icThHtDkSvwQUOed5y+Ohp-w2oo^Uw*Hhfc%y!#tRWPQW~L8h#(lgL&u#R?kE4 z_4eoN_tW+4M?W_rk7Ibi5#_G<)OXkOdHN#2UgRN<8-c&(fgGWEKhDvk>v=ytq)X)? zk51sXdEj>__r#|jUC;aJivZl^A&(n@SLcD8q4_+{(P!&v=ytq)X)?k51rKdEmY%&%~!bThHtDMF6hy zkjIU{tMfq4(0m@}=(F{_UJuDqdF;)D?%g9K%=L|cc`y&1fO+UNd_T;CdFTYpL#N^Q z!919UPGGk@^xkiO&i-Fr&*$kUad{lW1CA(n#izczp3l=40rnyfdE5y6H4o$n&HHhV z9$nA-=^oTFLSL#9+7=j7pD z&$(Boa=(x$m4`e!0rSvleE#2U?!$d_0_LI9@clFo=AjcfIuHHcw?F6oUtQ1V=_he{ zyoU#zQJ#uVJ-VLv(-#4_%R?SF0)Nc|IYRS(oTEqA^L~0rm&!vPoxrQ|z-jwWBrcEl@PISQQ}L-s*Yke*A^>-J$m2%f)p;Oi zXg-f~^x1k|uZLu*Jmk>{yebde7v-7w)Mx8?y}k&*RUY!V5%_c-$RV2jaE@kO51CSV zT!V*uzQ&%J(tSgsR37r^1k6LH@%ew(xexcz37CgY!}rrXn1@c_**x^$-u|4we|0^d zr=P^-@g5#e2PQpS}pdT^{nd5qNbT z$Qhc?;~agqp4aOkSt<{CbON8s1J6b237?vEeG!0@JmhgBuv;F;ExKF(_RHo<u;)Mx8?y}k&*RUY!V5qNbT$Qhc?;~agqp4aOkSt<{CbON8s1J6b237?vE zeG!0@JmhgBuv;F;ExKF(_RHo<}*Q zXX|;rz6iio9`d*m_;en~A)5Vgj%HmCnNoSkqZ8OA5A=yLgB}v4@{mU-uv;E_@3%ki z*1!GE4a(!aJb0SiAyFz1d2|Biq0{j1S@U2XIsx<0Y509G59Xm0Fb|!^`rn7y?Z5s0 zRCnK#kUZAp!Cp|h#HT)6&+GL?0Iu?o$Bn?J^FR*K?1ytS>w3tP%0nKVz%F^9Pm~$- zkSLXhJURjM&}n@B-!tyReRKk^%EPPfOYhzv5~cExM<-w&It~BcH4o;Y6EF{*hTjMC zU>-UF^U!Jh{rfQQ_V4|Es=JR#NFICgU~ec>;8U}%F9L9qhdgcsR?7pqM6*B6(X8ts zQz{R6bOO8Nfj&`Y&_kkB9`fh}%tNQK-oJ0$kNfEaj?M%3KKj1i53;55kVhwA9y$&G z-Zc;Ap%X9-V+>%1TC{hE7cYWEL` zQhCUu6EF{*#&!N)WNP;hiBfsUqZ2R>ord4X-SRNE_wW9Gs_!-x!29`d*m;Jw);5A=!d*1!F-xl(z^qZ2R>oyLCOXZPp+Isx<0Y4|>yhxg`zr^y`> zrSgzRCtw~r4ga1p59Xm0Fb|!E-v{$x9y$T@&}ppyeVE;@->>Zc{kOM2Kl^*Hp9JNxClB_9GKC%z zrSgzRC$L){dhfSC@7BNl&JD^#9-V-B=rsJknFsUG37CgY!|#K6crFiIEjLJ%%0nKV zfO+UN{Cmbcn1@clJaig?L5rseII-uW+JY_gE>(s=pj)m4|#L~=AqN@?@#k!9y$T@&}sO6 zFc0RT6EF{*hTjMCuvZ@F*1bWZR37r^1k6LH;oo!S!8~*V=AqN@`(Pf-LnmM!It{-M z=D|F40-wqQ&qe7;4~bHF$fFZ551od8pPL8s&{-5(@MwU-EkNfEa%tNQ)`)VG{LnmM!It{-M=D|F40_LI9@cUpM%tI$&9y$%b59Yx< zbOPp~)A0LX9?U~0U>-URzYpeN&pf!dJ@-b}?hg{B@{mU-U>-UR|D9qU%tI$&9y$%b z59Yx-URzYpfYJahu)q0{jDU>?jvCtw~r4ZjcO!8~*V=AqMA z@B2V^?g-V+^}b{7$Nh8y=AqN@eKil}p%X9-UF^U!Im_kEx{_XLSjdB~#^Fb|!^dfzek<9<2;^U!JdzM2Q~&{n1@cof2WuS^Uw*Hhfc%qgLyCyoq&1hH2gl82lLPgn1@co?}K?T51oK{ z=rsI3m{n1@bdz3-U&aX+1adFV8J zU(JJg=mg9|r{VX(JeY@0z&vysejm((dFTYpL#N^Q!919UPQW~L8h#(lgL&u#%tNQ) z_rW~unFsf_=icbr{XwEs9`fh}%tNQ)zf;VEdFTYpL#N^Q!919UPQW~L8h#(lgL&u# z%tNQ)_rW}vhfcsebQ*pi%!7I81k6LH;rGEjn1@clJaiiCeIMw~Jwc*W9`fh}%tNQK z-gnIXxSvkIJaihqujau#bOPp~)A0LX9?U~0U>-URzYpfYJahu)q0{jDU>?jvCtw~r z4ZjcO!8~*V=AqN@`(PgS%!7N|b8mF*{vc5*4|#L~=AqN@-znz7Jahu)q0{jDU>?jv zCtw~r4ZjcO!8~*V=AqN@`(Pf-LnmM!It{-M=D|F40_LI9@cUpM%tI$&9y*Qnz7KTg zo*+>w4|#L~=AqMA?>pvx+)pQ99y$%*SMy*VIsx<0Y509G59Xm0Fb|!E-v{$x9y$T@ z&}sO6Fc0RT6EF{*hTjMCU>-UF^U!JdeJ~Gu=E1$~xi`9Ye~>7Zhdep~^U!Jd?-cW3 z9y$T@&}sO6Fc0RT6EF{*hTjMCU>-UF^U!JdeJ~H^p%X9-URzYpfYJahu)q0?CJ`#^W@2@<99 zkVhwA9y*QnzGLpk{d5B6q0{hvH4o;Y6EF{*hTjMCU>-UF^U!JdeJ~H^p%X9U7$fFZ551oepPB9PWp%X9< zord2B^I#r20rSvl_&emVj3&}sO-ng{dH37CgY!|#K6Fb|!8dFV9! zK9~pd&*KG2Kb?Si=rnv^&4YR91k6LH z;rGEjn1@clJaigL84S1^5_K2L#N@tQ_O>T=mg9|r{VX(JeY@0z&vysejm((dFTYpL#N^Q!919U zPQW~L8h#(lgL&u#%tNQ)_rW}vhfcsebQ|=D|F40_LI9@cUpM%tI$&9y$%b59Yx-URzYpfYJahu) zq0{jDU>^3&gL~U^Z*=YcAW-URzYpfY zJahu)q0{jDU>?jvCtw~r4ZjcO!8~*V=AqN@`(Pf-LnmM!I*s+d4|M0AAW-UF^U!JdeJ~H^p%X9(oq&1hH2gl82lLPgn1@co?}K?T51oK{=rsI3m*j=3NA(+QY|PQ&-rJeY@0z&vysejm(( zdFTYpL#N^Q!919UPQW~L8h#(lgL&u#%tNQ)_rW}vhfcsebQ*pi%!7I81k6LH@!y~2 z@*j)apXBj39`o1xy0hfqEOU?~=Yd4&t9Wo^U3Gw*+eNkQn@P6 z@z&*cBS0Qf-<^+qp1ugM7kH#vPa@OHXYxq*Za(=u{oKf-Jh%?!F8EaIMIgE0<#Q~b zyWsw^1082(|7a9=jqu* zDLhiSD$nuO<#!`M9#Y?(k9?lK2(Xt&d2k(?zvmpa4vG6JpZi=meU?vNuZLvmqdd3{ zyxj1CXb`@k@wSo&-*NV&N2tz2j^Kcx9nwi-8E;s_Dx>w9}=aX;=yy(xrbNt zVEa7hEC1E`PrtJcxzg2m%T8G4a zmCt=HoW7e+K2OgkO5u^pRe6rLF25TA@{s!OeB|@=MS#6L%7g3B{5|KWbx7P-`P}Ei z>9c(DdOajdkK)07P@aNMwLbaFXYzP9A9=n0d!A?EbCx-H|D9)#+_IJZKQ{u8RIbW%y!9dgk5u`*mrwH6PyUbc;5w9C<5R6Ck?G|# zd8B)mPhPK|M33UZeNdi)PqkhIk_%ow&+$oK`pNICJkC1TSKk5WT_e}*VRzjnXS?)C z9_$wqrK|FwFLmze)jUWC&%vX4u7^zN?mXr+=X1O7=Ux5t9F!#BQ>_<)s(E zpqXdRQR|SnukyLih12AthfL|KcyM2or{Yts&wa>e@_05MdA1>G6Lzhc{f#?wRu}diH(2Yd)TXk`H{U^&*g5 z@bBi6&(qKSz#}#HWqlHm&*YKr-F)(S`ni!ud2k)dUGS;ai$HS0%jZ}=$x}c19>s(E zpqXdRQR|SnukyLih12AthfL|Gc<@}5uJEbW=f31Kd1OBH*W}~gueo==hpX?0?7scZa(=u z{oK!^Jh%?ceR7Ukhs1rA&wVbOKFcSs*F&=OQ65}}aui+3# zcU^`1Dt)j|`+-F1S$Qy*I`{l49;Ax<>nHcC@L-_kejeq)b!hIBbJRK{?yG$6bK&$^K6$+!lBGxS;65l%!KYfE{N*!wJe!ZaUjIGM z-}2#iD7nR_T2CU=%V+XPmwfb-(5HCtT$HZxsn&}?a>2`I@<|^0Yw&T;*Vyw{-@RS- zPoKN#D%@A;gZ-CT2`I@<|^0Yw&T;*Vyw{-@RS- zPoKN%r}prv=dv%K4~f#N@?dUt=HMtEq>TINC+Dm1V9s6D{Lan2iU;>ac`82DdJ#x2 z_@nvc{q&Rnqdd3{&3$o>T8G4amCt=HoIcAZuh&De^e7(O2jwaFRO^$!d?t@)^O4u< zzvuZXKHL{2*Z5THNo0EYe9t5K=-1%I9#Fc%r&=!p$pwEkJ~^*`=Hsk9&N|mu@3Hfq zBiHP4H~myDKlNPpk+^3g-4^i@2#FUnK#sn+K{N52Ly_JGnAKGk{=NG|xR@yU7hGaqN=an`xM zdXJs=9JywXyX(7h`mX1&51$8#QhD6x0T*@Vs5F#Cz^TSd{xbU^>b54 z@!&ovPr;{JF9OL0e>9)GpMLT`iU;>WbDx}})**3U<#V44r^!bTnbJ@3;JGMW;Zv>8 zeaUC?$b9J6;KLqJa*I#3o;a`Ke5&;#kX-Or?EI=J)!^^(s7=6U{tuzN%)w`njp2 zcyJ$-r{Ghq7lGu0KblY8Pe1t|#e@5xxlhhf>yWsw^1082)8wOvOzEe1@LZIx@Tu14 zzT`7`WIptJ@L^9VxyGkjPa@M_jZe<2|2_|&;=^-My2PhiF9OL0e>FZiuYTs^tUS&- z*H`bc^PV%;>~(j2Rc>E(UwC_eNR-OscRb*x&Ky0;1L|C_pB%5kgE`U61Lv!1_N$+p zdKV9#gVF^))p`*~F8F8pb`LG{*Wk@$M1N+O`SP~7rcBXpX8xmlMj1AGtZo()**3Uuf`|m)z4h)!h=3hrog9KF9OL0e>OfjkACj| ztUS&-*H`bU^Ij|0?0Z)|D#u6N2aetk5~cEZ4G*}gGiP7%U<=gsliO8zFejRM;2iy_ z&UNq7>_~7yPq)@_PN``z{_l2hDwQj#`JreU;DTl05Wl@?kG1 zUE))%7lGu0zZ##MS3mQy3J>}~Gq0SZ)**3Uuf`|m)z4h)!h=3hrog9KF9OL0e>Ofj zkACj|tUS&-*H`bU^Ijv@xqtS)o8}z9^}qccy!<^RO6Bn$9&lD??!Mx|R;cSIx2y1A zPBintIr>wb>)xf=kA9MW7Z09;(gi-%dJ#x2_-Fa#_4>*8T|9UWn)~D&wGN5V!(LFj#HU&>0?7q`H9k47e&%Br9`uQ3o;gRYL*l-kjZe;_pL^eh2YsSUflsww z1dYgRsX%Hynaef1tX?=^D$)Bef9Zu-+)U)8@lXMXFDD3!;WJlKmm za|#c(riaAj#Oc}jFejSxa*qDB&V7#3>_*|=nKt# za*kSu#C^RQpPW}ebFm5!`atOtpK84bBp3YE_~g9$nU7s~&?lOC<{Y&SiTipsJ~@wm z?)@x0m;+@>e5&;#kX-P)@yUMmbH8Whan`xMdJmoV8oB;y|KwnI{b^3>DD&zeQ7Vr; zd9XKi&;8Lg`_mVJzw&@1n)l-z{cD~39HrThev(~<2YsM)iBGj&1dduYTrY7asJ9G6g=>dJ#x2__OiJdGvGtyYQe-H1oqQ{B;CJJb{p#m_&&uPhbA9z5I`1`d{p|k9#culOoR40|{9X@< zQhBV&gT1J0?uV|}kG=@Jng^WGd>-fMU+diGD9wKKlk6%y=mVuoe5&;#kX-P|M?ZP3 z%7ebp+$ZO#bx7RTtMSQs^)nZ{@SsnWDe$S*i$HS0pN&t>qo4af3lHW%GtZo()**3U zcjJ@&>gQh1!h<#O(Bd9RV{XZKGocGs`w{_320 ztwW+z9((d&Z&y{e#{BwgzR&C(%{*|9{|`x!_mhll|!D{?5wdtaE+!o;mL|a{br+lat-_tGT~AXFltY zD3!;aJlNY+m8~(q{+jPIdq*=5oTIO<^PERD`_WHwyYQe-lqvA3){6jKl81gzKI{$6 z{c?_4hs1q78=ss15Bfxz0-tKV2qYK$+4$r<`nmtJ@L&!!^UOJF9TN9-H$K^~ ze(v=uJeU)O0zTDx5lAlh)%avT`nkWe@;K{UU%h9}dyQQGb^qjKcZCDWJbFl!%Hy0o z*y~l4Ei$kEn(sGzM>7wcqpz;>oJTeL(NA)_@SsnWDe$S*ivV1bhkj2!>0%z-i`KGk{=NG|x@_+-EOx!<$!U=B3%$~kHs68CjCKH0B+?)54> zm=lEpKGk{=NG|x*_+&r&xxcgWIO|+ry=TsQja(nSe{!>%!U3g!JtRuyaZVoW^(x91 znOA?!_nW<=nFr3%SJ!#YqniEbC%IjC&?m|i_*Cmf04~Wxzb7B|hUR`bN3BERzMhRw z&ZD1uKMN1$K$#MsYP|>~7yNE~vS0n&?^Sp(Cz^TY9JLOK`??yR>_7Xi9!LN zYP|>~7yN2`vLF52-&uK_b*``8Gv~cVu8-b7x!F~Z=HdNj66CQ55B79cWed!wF9KKN z!QRoFpL6upb)NI6WecEwuf7P7i(PooCz}0pj#`JreLWkWoJT+R zeik0gfifjN)p`*~F8JN}WWV~k->dLoPBin(Icgme_jNTs*^hqiO&-Mq4k(oHsn+jv zgVVeD$Fu3x=>aWcumI13NvKyyCMQR|Snue-_6-^W$?FgFS%e5&;#kX-QZ=9ACU&;6X0 z$64q4>OFGaYvlUf`zKec>brUPyqN@f?7@RQ?W$0we|-_S8V~l4=KP$apRUsfn*Hb@ zQ+gF1%!xt)pL(`>&Z92^?ENe}m;=rEI7h8R;=b<2C;QdUy`qTR-XRGL^dHDR91bM8_<)aJ)&JdmH9pyoekN8PkMV#L%CGRL){8)L!5_^h@28*q&&uPhbA9!mIPW!b{ptOa zvsLudJbeC4f;{%%!Jc+esM4>#2waT^dq;DA&e7HC*^i!0m0pDhbD~hdr=G2z^XQ8J zd%p?~=0tOT&Qa@-xUZ}6$$s>6Z}KP}a6qAiPqluZ8=T(FC!eRE`;i9(reN0rB~s>oG29Vsb{O_Jo+NQ-mk)gInkV- zbJRK{?(1rNvLF52n>>mK98f6XQ?1|U2B&xP$>-_ke&q2O4>+NjXU9)GpMLT`E043z_0@agyw}L}YWpX5pVHNM*w0LYJoezh zo>o;T(x1KvT#W~NM{|D8(bekNkDg7H%42f)iU;Q?6!EF6)w3Uc5nyju;lZ3}&d)h& z9TN9-H9pyoe(p^k#RCo~l<=w6?{kCGyZPkv^m9M*c#H>}(9AREsC7u(*Q5F5{q&Q& zJdWW3N0htbQ>_<)
ePhPK|e9y|`taE+!9ysqca=rTg$>F9XSF9KKN!QRoFpL2AzdiJAdQ>F5l9KPbgISNI5>T31uM_&Zkn>-*eHTle{|NpwK z#wYvH&&0~3c)$UL5Y!^Pxhmq ziIvA=Jm7@#D}1W;B9L70NAt=1=_h}AJjMe~Xy%o3)H)>Y>(PAje)`E>9>?&2Bg$Rz zsn&}?a=|~#C$HB}zGvle*15iV51jWJx!!I6-CeXJdWW3N0htbQ>_<) z
ePhPK|e9y|`taE+!9ysqca=qLB$>pnbHy-volOT^hc(A8WDU^7=z6e~62YW|z ze$LU=>e-K;O_j>yF&=P2`4v8OwR-lWF9PgM9uSzCd}h`E-F!7Z*^hoERvwS>fD_8E z@Tt~|Kytw!%_r}tpZw)<3=cS>nP<*X>yWsw&+^IZ^^>bS-opdVC{M+wS}y|01)qHM zlh;*vTxCvk&!(@L^WFA8xAk|o+x+%BcP@`Tc(A8WDU^7=z6e~62YW|ze$LU=>e-K; zO_j>yF&=P2`4v8OwR-lWF9PgM9*^;W6Po-uN3BERz8=jd@28*KG1P^&*g5@X1F%d0mCa zRpvDJZ2Fox-);YMTYq=E&2PVR=knN-2YY*$LW$?;i@?=*uy-`)=Nw(Fp8e?ARH-~3 z;{hj>U*S_%t7kv@BEa6{@fZ&{p~;VP)H)>Y>(PAje)`E>9>?&2Bg$Rzsn&}?a=|~# zC$HB}zVbMR2OQDNE9anc31GN-v` z)7Q-T?)#tHd*1Cnzx~gh%VQ57?CD(!6`rRr0$1a~-qD<&b9A+O_M>N0rSf=;2b@rT zg->0rp8e>H0DF_iV?5x5CO^(m>yWswNAt=1=_hx29K!>SD0juDS}y|01^+Ccyk0-~ z%Huse;EZOTIY+HS;=U#y{p2K%&+vddN*DN4>qQ{B;FFJj^12F-tITQc+4MDYzWe^? z_MUgU&u{;8=knN-2YY*!LWTS5i@?=*uy-`)=Nw(Fp8e?ARH;0U;Q>dKyW&&dUC-y~ zivW9($74L;geE`EQR|SnuSfIA`{^flc^tz7jwpAWuS&izkD@{mU- z@UA@YoL4C`aesXgxEc@kj^_NFqpQ`kA3d8YmB%qW;D~ZpeCoUF`8<6QU@!7Gh6fzc z-CebJl?|t&S>VDbJRK{?rZYV zPfqe!lLvc2=@Or6y$HZ1dFZdf$30(T&%Wm*{T%zA)BNn*|70W&d2|Aw$^*|mN|}lK z>5IVCc(8Xg=jR+5Bk+k;gGS;D{z)&Qa@-xUbLh z$?Nr#t32Mr1I{Q<#iv>?0?7rReDsr-JU+t%?r7$fbJRK{?rZYVPfqe!lLvc2=@Or6 zy$HZ1dFZdf$30(T&%Wm*{ha%r)BWq*|70Q$d2|Aw$^*|mN|}lK>5IVCc(8Xg=jR+< zt)Bhp*;J`Kj^P1El)K_n-(An=>5Bk+k;gGS;D{z)&Qa@-xUbLh$?Nr#t32Mr1I{Q< z#iv>?0?7rReDsr-Jl5pFUeL@l=csi^lqL_od^&+u@<1ObJ>pZX7Xi2=5B;_Hm;(}j zt-Uj~`-jAy`=8za>)h{TA`f|V0;}YKK7Omr#P9V*;A%YBJDT%zj;>bEe)MdrR37i) z0cVt_;!}^V=l%3W0PgZQh6fzcqQ{B;FFJj z@{-4zJlG4GdFC9o4vEs_p_fl5uuC536J-W`>ecEwuf7P7i>vUs%A8l*tMiiVYrNNU z+W-B}{ZAtDkVhx5N*?Irx5`ZXUS9;R#)G}1IX~yIY+HS;=U#y{p2K%&+vddN*DN4>qQ{B;FFJj@{-4zJlG4GdFC9o z4vEs_p_fl5uuC536J-W`>ecEwuf7P7i>vXt>fBe`v-6(wJ!h||?=vLMxo`J-&i%62 zM->WOufOK|&fd|?1Lx>!_3TH_rb^}U9v*N;c`82j=z88yUj*PTkN5C^Gn)K4N3BER zz9t|2ivV1bhh9E60;}bNT%y?@=csi^lqL_od^&+$@<5*`GvHIN zR?m6$MSxsfmB&@*zWUyspXB=;xDhZ9=AjcX51q#A-VZoGs&vKm`XX>O9_$^>`8h{d zt7kuYHdQK*_wax-%2V;FN7wUy`XT^#dAx@QoYCaZIcgme_ci(GCntHV$%DP1bcs*3 zUIgHhJoNIp5!fvsiQyZH6H98&G|V;SF2|~dNx%mk2QF(2b8Yxsn6E) zdVLXqt32Mr1I}pj=Nz>TiTj#-^plf3*5tunP`bpYS}y`{NgjIn+z9NJ4|0oU|D2;& ztLMCWl29s-bMRn~C{y86&sNWQ^hJQZ%L4*(xe+iI=AjcX51oeZhj}m$oxo9f;67g| z&!ny|0$1a~-qD<&b9A+O_M>N0rSe#V2YW#23ZMFHJ+Idn0l3Oz4IbdqkNEpL(`> z&Z92^>|Gv{hg?X+a+E{US9;@DvvdIum?2v!#Qdl5~ayQFP~0empsrX$_)6_tJQN} zeGwoR^4Nn1dqQ)6oTFE(=e&B7P%4je@L-Q9Q{hw3R?m6#MS#7_<310$+~;C$NQQiF z1k8hZ=mg9|r{VkY+dS|)6smeilwOU;oc`bUYxVlo_T{`Yk-PAqPn0R}sn6E)dVLXq zt31}=!5+}u59g?LNR%cIy?i=>UGhMmC^O(wuU7v*d*`;?x~?R_^Z#Fcf`Q1`g%W+y zG9?jYzD&8%G6`g-;5D-!rq63V2;hZ0uEB#jl09G6$*cAIJl0Hlq&%*{gE^9%in{Y^ z{XUQNAi&(^@jVYYVaWHK_>{aLA+L>qKIlUd(1)bq_d_4_Aqo8CLw59UJlyjUmgLtch@sQK+IO!Fp$ZI2@ z5BiV<^dV{Z{m=(}NCH3kke}Ut?$4jS-}|+mCnk?IcrYiDT~l{<-+B;$lRVbs!Q9B6 zC+pt zNls1Oxmv&XYdr`sS9v_gLv9%J95;STevpvgMnE6*AqnV1((wDC5Be|@n5*_vz^0)>M=16iX>dve6`#jcz0CSheJ$Nu@vggk_xmv&XYt1A_ z%Htk9m@~<#sXJHe_kOJh0p==?zwwYG2K|jAPmw1ih2YpBa`j9mIe(1x!e3(!B z=>OUK`Z`ZY9@pf-TuDx84T+KRSewVZ`}O`Fy?X!pJrkD4HF+>sl2cN5UajBfu^t4N zyFBi}gE^Buf7Z#>`n_LkCOJ|b^4JLA0SOiA&a?G-(d2R&s zK_8NUJ|qplANp`FALi3O`hWJmzRnYp$2EB{SCUg&Lt>;nuFYdU-Fkno{1zd29smfP@Nl=h^zbAL~JY zxyj>L9&*K~W4ZEF`9eaz8v%XLha{j6NyG1lK3vO(`81DypS`b-^MvGaO&-jZTg;O0MnE6*AqnV1((wDC57+WxKFy=w zXYcFdJRx~plLvDpIi)ouM#|&bJm%A__xI|r``7Q8pgiu$gSnGXpzd6)-}|*51emKl zupU>9s{aDWvlZQO=d;66Stdmfq?tFK@-)B7tFc*2emWP}%?6sVEi@YHr z?~Q;y=tC0Fhos^6Lm$@iVczYdzi033+dLt8$Ri2pL(+J>-{i9vpLw^B^SpXrU*`$S zp|eF zdCBLVe3(1gey~oSt>62xW>O>NA&(^Rl@F|w{0?>JyZik<>p_6I$m26SpVeu z$Ri2hLnoi!5`R;zd z&w3DGF7o&+59fe^pPd7{a2}9w9vcCD(1#?T4@txChd#X5hxu)f{++$AFY|=tA&(@W z4@u+kev{9&_{^tyocHQ|eVr#L4|ya3eCXsey-t0$e(%S65cq0d@{!L*p#8uL@@)Oy zk2RATDGzxhfq(UZ-y?Y@b?4FjexCIp0C#zugNJiC#~l1#V50Nb2a+EG zKh}f5SM!pOd^Q5@2VRh8>-T=Fnbb&m$Ri2-s}KAh$up@tkM8&LtOo(O%i~-;oC`*t zYcA}{`9Q+?Yy|W{ACiDRBn`hG`f#id^V1&vI(uIq<_XC|9!WqSlE&lxCZBupnNR!Z z!`b`#I!{O*@<;-|^?}ckJcGLP-Ti)_^&r4pA&(^R zDj#?*$vde#pY8YOtp@?P%3}>4&S{M~`Mtta=d}^g2YpBa`j9mIe(1wG6#XC^RL?Z@1G^y$_8-jDT6TpsdB0$=&SI?3-)cfPyd@3S5R zn2S8*u@U&I4|qiO^H?X3?)USoAw5za@<;-&@`2})ypy`~*?xcCdJurCJl5jj+%R^n zxv^{K2MOo55zq&HNCNthH2i+(!|X#>&FAd>-mmpMF?q-%3Ft%8@b95M%szD0d_LXp z{aDWvk%v5zz`y#y?~y!{y7TCMKhJs)fV({8u@U&I4|qiO^H?X3?)USoAw5za@<;-& z@`2})ypy`~*?xcCdJurCJl5pl+}50%-#g58ej5RO(1#?T4@txChdw;#!~E$-e?HxJ zp7R9cA&(@W4@u+k{*sS;W&(57e$3rRpI+VX{aDY$}@;0{W0N{ClSlvkzT0pHKID zKi2a^ai+w)5Qx=z~5a0ewgsen0N+!)(K&51;PeeLkLl zHc%e&NCNthG#>A7`8>yG{`4cySNEOQOjsWBNCHRsz;j66LEU+Dzn^D42*6z)^4JKx z+6O!%`+cmF&-VNC){q=24|ybkPx-)mN%lnD*?sFl08a9_HV@~F;n$usr*z(saNZjM zeb9#_pbtsI@5j}Bn5X?X?@#xy&foLRhRH)7NkAWx#^e1gpJVyVPkZG3>b~=w3Clws zN#I>R@E(#qPOxO z@<;;ukTf3eSNWWa&%B$*dHuETyk~;)kVg_Yix2FBWRKLH-M1bD;3N-uYy{5c174E7 zKi0|aTSI1~JmirCR`G#-lAOUB5+mgykC}j8Yy|vX%vQ)l9!WqSl7{z%KIlUdxS9`n zw(aLW-(UOvJnNaLJmirC^dV_H-beD0PZD_6hy2~`=l=b__WOC(Gf{cSBME%U2i{Av zC+g1bTMq(ol7~Dt0;~Cex8!R3cfU+-q&(!21n{Ag&#-Pi2*?8yP)`+0xu_w%f0qVkYO68Mx4yq9E8)Scb89t7Yd4|!|^R`UUG$<_Anewo}zdB`IP z=tI(2?|ycE=b9h8aW0S;DGzxh0ewgs{@u|BeMkcOkTll2ALiXZ?*FfS{g?^LLmo*$ zACku7{UaawB!O4^knh@l?)UxF@6TJ$#N;85B=9L8crVGGs5`rFJqW-_9`e`-tmXsW zlB@0C{W7_c@{mUo(1)b4-u>+S&N)Bla?ZK1E9V1=k@Ap763~aF;lB&?K_8O9Pd?;l zx1am-f9?14tY@O~kVg{Ghotd%AIV2PN#JN7^4Z(Z{rsQ${dwz|m^|c>1kUOM`y$!1 zH6%vLLmo+BH6L>C+s~`*-~G-Ll!rW$fIcJ*?>Buo)(4&@S4fPMhdh#iJ|qqQ4(WqF zBmsR$8tdN=^JyN>^HX0RWRMY3mWNQ{(+Jd%JuB#p;^KgdTuNkAWxhTj)`(1#?jiVv&o6SnRb5+mgyk0hWE zNyC4a=z~5a0ewgskN3meeZDW>nV>x6kp%Q1X*}L9@{vyxc(o7tuI=Z3-%tJiy!A{> z9`Z;6XZ3-7k?h$T5+mgyk0hWEN#pU~5Au;u63~aF;rB%!^dSkX<^y|QZQt&f$&HkU zJd%JuBn|(aq7V9z1oRsEv9@pT( z97#@P4T+KRkVg{Ghos@Z5A;DFl7K!W4etkixTX)z^_p|#RL&O?Bjq8FB%lvT!++=K z!@Yc%Py6WqPknuv3CTkqNkAWx#^e1WANeGKPy3L2*?#`?etiEt5qZcX3Ft%8@V?Rq zeMkcOkTkp>^g$nzfIcJ*?+1N&&Idj%H%N?>hdh#iJ|qqQ&gg?aBmsR$8tdN=^J&&U zkABV*m4`f%fIcJ*@4LJCFi+q4-);V$cm4**Lmo*$ACiWDAM`;Vl7K!W4etki(1#?T z4@u)X_k(l2=3F_I^M%AndB`IP=tI)D&fhgo<$NJAQXb#)n7e)-^kp_e9`Z;6`j9ld zFIV$no}TktZGP@|Hdr3=NCNthG`!#SK_8NUJ|qqA2Yt|oB%lvT!~3CqfKIPlLuRBr zVrNc0ewgs=f5B3-JXBH`ZZ5X9`Z;6`j9ld&-6hbl7K!W4etki(1#?T z4@txOK_B!X3Ft%8@P5z-eMkcOkTkA)KRD-m%$ZXAgFYkyeMlPK53BgF%098n{X$}-JmirC^dV{Z zcSs-fAqnV1((r!J2YpBa`j9ldAM`;Vl7K!W4etki(1#?T4@txOK_B!X3Ft%8@P5z- zeMkcOkTkp>&h7)#I{QA|ACnp>4|ya3eMlPq-O&eqNCNthG`t`5K_8NUJ|qqA2Yt|o zB%lvT!}~!W^dSl8L(=em&AgFYkyeMlPK5Bi`FNkAWxhWEoNKCH4&>~g=57%2~V zBmsR$8vY&92YpBa`j9ldAM`;Vl7K!W4etki(1#?T4@txOK_B!X3Ft%8@P5z-eMkcO zkTkp>^g$nzfIcJ*?}xMdz_iZ3Pxr^9M#@7TNkAWxhJSbTK_8NUJ|qqA2Yt|oB%lvT z!}~!W^dSl8L(=em&AgFYkyeMlPK5Bi`FNkAWxhWCR$=tC0Fhos^Cu!;|>>=V1( zFC<3FLmo*$ACiWDhx9=ol7K!W4etki(1#?T4@txOK_B!X3Ft%8@P5z-eMkcOkTkp> z^g$nzfIcJ*?+1O*ha{j6NyGc$>^?B9v+vXWF{zRAkVg{Ghos@(9evP;B%lvT!}~!W z^dSl8L(=em&ABMIn3((vz&KIlUd(1)bq z{h$x}kOcH0X?Q>AgFYkyeMlPK5Bi`FNkAWxhWCR$=tC0Fhos^Cpbz?x1oR^g$nz zfIcJ*?+1O*ha{j6NyGa=AM_y!=tI)*emJ`iOzZ6Xbbm~0q&(!21oRAgFYkyeMlPK5Bi`FNkAWxhWCR$=tC0Fhos^Cpbz?x1oR^g$nzfIcJ* z?+1O*ha{j6NyGa=AM_y!=tI)*e$WSfNCNthG`t_q?gP_0`##+tlNu=xc_aaSNE-g# z(Fc7<0{W0NydU&IACiDRBn|Heeb9#_pbtsI`#~S{AqnV1((r!J2YpBa`j9ldAM`;V zl7K!W4ey6ld{||l*yVm9F;X7#NCNthH2gcH5BiV<^dV_@Kj?!#BmsR$8r~23pbtqv zACiXmgFfg(63~aF;r*Zw`j7eMkcOkTkp>^g$nzfIcJ*?+1O* zha{j6NyGa=AM_y!=tI)*e$WSfNCNthG`t`5K_8NUJ|qqAhqL>@w9dXy_s670%0nJW zKp&EZe|PjjACiDRBn|Heeb9#_pbtsI`#~S{AqnV1((r!J2YpBa`j9ldAM`;Vl7K!W z4etki(1#?T4@txOVHF=%*(Y|nUr3CUhdh#iJ|qqQ4(WqFBmsR$8r~23pbtqvACiXm zgFfg(63~aF;r*Zw`j7He71NO{O33Ft%8@b8X3=tC0Fhos^Cpbz?x1oR+JhR`Fq#ePWmUg~UjC$Ri2pL(=f?kUr=`63~aF z;r*Zw`j7^g$nzfIcJ*?+1Ojrw`8ko^$8apPE1KT`fP&?O)&j zufNB9{QW^-bso%d)m)wbQTyjPB=e;1v_A+m7wXmc^nR`9`QC*G=Oo)_)=B%2*w3@^ z>HS#GbAv}GpXzmL`-1>HI_2|TKF!;D<`0ifyzO;r`;gdA`RsFH^=Ll*JZngg{4EbY zNAeWvPWv-o`OG|y_M@L?{XOr0<-_lhcun1DzlqGXd}bb9H6QDl&|P@k<(y2{^Fm_e zr+Dz*)f1YW74Zz6LopP5Hj z&+_TdThBy)%Y)C6JcYW`{vgm?sO57kpXO;j^F4|O&mr4q)=B%2*iZTFb78glSVLyy zU3lE(oJ`mALgHMWGnds8n(X_m^;!3Ic5YYOA0DilSDVMH&cky_=1tvce-LOc)Mw+< z`>~$qcNZRo7^@J|xI7@w&eVmQU-S&eAtLEM2^{?mU_ekbV z-D!UiXfD)eY2V6)#McrwC5NIyc@_8?x z=50Om|1A$bN4C$bllCF8pYqw~!s@ep`t#P19C;KEoQ4JJfBDQjp7o3?%Y)C6JcYW`{vgm? zsO57kpXO;j^ZhLkK1a5%tdsU3v7hqU=fdiGk^KaJf8KV zKX3g#&sXu`xg=gwciL|vb1k3mc{CsEYw~ig*PJV-T6Mncd-Xia9L};2=IMS0fp_zO z`>OeFUaP*3eUr?ay3_t3&|Ij`#;5mVJ9;?zBJ8Lq0Q) zXZ`5UTYt~3?%Y)C6 zJcYW`{vgm?sO57kpXO;j^F4|O&mr4q)=B%2*iZTFb78glSVLyyr+DyQl3h`E+Mnko zpP5JdVSNrh%z?yP>Q4JjWUl4&J&)#NeNA4@^_p|#R9BfV=U6>IHJ4AlmwEaALEzIo zn8T|1X?|CEKj$Fvfx6TFAkbW>-_57rXFbnH9>3!OC$fEJowN^${XCjaKhJvR{#zb= zj^ruSo%RQT=0Yu>WBD{s>zVISJa`V-KC@2Rhs1u$XP*nJ&Bq!tBR|E1_mb?2y3_tV zFZs+o+7IhB_%J6DucB`-4Dpp?)`?exLO`A9?(a2b{?EnRU`W zB=+-YKK(rFnfp;Zcn-;1s5|Ws0?mb5KF{%KUe+_eqj>NfvVCQpv=52>l+QjFR-2DC zWJZ392k#}>6?Lcmd0z6Fd9)waYw%%CBwkZ@+HWFreK$URUhD6DxC)=EoP%k39!QM5 zDi6-JdNM7}@v8b&&wcg2eLj;L`BxtE)7Gp0dVYU@_UJ1ftdp2R-D!WHE1Ztz)6cV> z`OD*XJm5sOudI{yA+euF^XcbV&)kpV!E;F7LfvV95NIyc@_CL=^Rk}#y^9C$A=_ux zN&Ar4Px;JTnuqmg_`scH7u22h2Z827EuWcB^RPZAALc@~&#aU7A+eu#3Kd#jJzrj&b3-H9rpdI`c=<;^}c;RlNB z`-4Dpp+1^VKhJvRFOT2xfD_rivQFBE#C{&lr=Mp%b3cj)&mnmWb*KG7pt(@X=Q%#j z%X;SbE*`vxY@b;t?L%Te9@gjN!(2#qN!@9G5NIyccjMFNwVwSr3lH`|wy&&{ z_93yKcjMFNwVu7WDvzt4i|KhjNQ}HH56-oEGA+(=RDINQj^3BgV=^OO&0~Jsdey7> z`25+!uXwOdViI+y{e7-*dX`Ur-g@RMk7Ibik!)XCC+$OGKcD5(pSPa59>s&_ki3Pu z)BYgPT&U&q9G~W8J@b1P58gwz&#aU7A+ewGnYlC%>vQs9E+o68?zBG$G#Bc-@#*tg z&wi}JgME_iGwY;%NbKj;`1Eg znUSyNF~4oS>eYOF{_NpbJXj|&iMrGNK36zB%cnnYJ@b{vF+AW%wy&&{_93yK&+_Td zThCnI#e?^d?1H+}{vgm?sO2;BX&%;};RAQFePx}r4~hMh&&;KHSf7&*b0OI!b*KG7 zpt(@rjZdG~diG-#9_*8BpIImELt;O##;4C?JGClVFul2wF-e2GA??Zm%r+Lh~S+DvuKi@xl{1p$@Nlc^ew7<_4PR+-9<|U8U z@PI4XKC({Qhs1t9%cnnYJ#&2*58gwv3+hh$gFthkme0(md03y54|5^gXVyvkkl4?= z@#*tg&t9y;gME^mg1XcGAkbW>ug0g(V?ED*6&~!9Y+qR??L%Teug0g(V?EFPsywcG zE~e-CATjc;JUI92$uv2~Z|mQF?%C)1dB~1DJCAv{>s4pxdzbxjP7;%-JM9kw&4v0| zKK*&?nXf$F!voG_`^-9N9}@f7e5_|qpW?xLNp?luX@3xCF4Xdw`7{sfbMj#>Wc$oI zX&(~%c{e_NUhCP5Rd}#Zl2cH3+8+d(3-#6b^m(l3`Co+x=OEi>)=B%2*w5AY^nR`9 zxn7mWRnNurJRc-R%46mLk5!UsvftmCQ*0V z9|W2U^|O5X^VTz8dAx@QoXPf?b<#d0_Otm|&z#Q6gME?gn!3~eAkbW>@5ZOkYd!mM z79Q+_Y+qR??L%Te@5ZOkYdw3h3J>;4ati8B`-4Dpp}rcQK9BW0|Euue9Ax{baPn=YzyZdCVN(v1&41_WxD=)%s7rXCHDSSLZRGX1!{4{#V&Q z=O8hOy3_t3&|IjW<?L3mB&@j#q>NMBu2_(p9fr4OHRYSzpB4l|LOPaLvG~iJm%A^ zSFO(fF8k-4B&Jb!+8+d(3w86co_WdRGd$o^h( zg$L&#+gH{}`;ger)%f&&t>?L3mB&@j#q>NMBu2_(p9fr4Pfo`JR6_hkM%satMa(&xtN~kgTzRA{Ei2lR!dIDzNyJxw}#BftMiyoyIytm z`CR3EoP)$P>Q4KEKy#sPKGriYd7P66b0OPj)=B%27}-3m*W|<8NKQfBX@BU?_M z*7N*V;lVyhyru56-$ds6YJB=U*5A*2RX*&S&cnJjBt~AH$9&rLs;kfE zD(B-IB&Jb!+8+d(3w86co_WdRoIIEd**>#Q+K0r*=3%`iALd4K3hGY#v;SA;)AP2T z=YJI*oP)$`>Q4JjWUg1^)BCmlex9rHVc#UDr0%po2s9V!)%f&&t>^jPg$L&(+h^8E z`;gerv+?QuSkH62Dvzt4i|KhjNQ{)nzwv3 zYwAw>O=PZDZkN&Ar4&$IFA z{aDX)yDE>Xo{Q;uK1hs|$G`D_+p5W_*}wHYzYolP)zsg4a;x%S-z2A^?zBG$z@>Ru z%V#67njd&e_WoHX@7C}0T4Tbv{fH;lVjbyr%B7-$dqm zH9oyx>+k1zRX&`HgaUP^{Xw9)P@j!Y@5g$cpFAKiXZt*NAOH7z`!j)e^XvCne?O0_ z@VUx4n3m^(#7KF(h6h|%Nhq*i>wA7bnER@!zw_i)<-xv5PDR~me-MC6^RSlBMqo8R z@RscTvrgWv-{-Z)gppU_!8u4yN!@9Gp8x86dY;zve6PZTbC7sT-D$sx%=Kz~dcW4+ z&-1E$I2Q>8>Q4KEKy#r!8=u~f^*ld$Kw!@HdG0>`@Avj+0`KP6@3a1X9#`RWm2)sH z&jX2(@^}poxUP~=V87P){C+U^Ra1ZG$*szReUqGuy3_t30GH-rEuW3RYJT7?+52am zyj#D|YmEsbufl_Kkergb)BZgF)%o;1t>^jPg$L&(@tV5ReiNDNv+?QuSbsmStMcJo zBowGS?GFOYh5BrKdOz0l{Nw?FIos#C`}n`#+n))%n_s`r`ullYh0j&a!L&RNBu2{P zJv`ui)`SB4v%cr|gSoGo`a4hVsysLs$*HM3@7C}0S`PwvA&)h9FekF-$2xhpexKJG z6GmQz2j?I;C3UC$dH$>O>3Leu^SuiX&Pn1mb*KF%GS_G0)BCaheqMLw!?{T)QFq!O z1ey!=yZQ9{tmpa20|IlluXES`ZhkgCy&vn@*sJom>baPn=YzyZdAx=PT+f=En*CYd z^ZUTu$@YQuvu5wtdY;r(cyJDqQ&M-{t>5Rh9t7}09@pT(9Lb(9>*Uq?eI9EjJ@P6% zI0wlosXOh@^Ix4$&(nII?_GFsP7<%FJMA}-xjq}8-jDV7^SUb^&P_szy3_t3&|IkB z&8OdIJJep5G&wA#5RUTJ87t`~6kQgbC_wa!8S&~z;AM1O5 zADBDYKCph)?EPBLle!8I&OvfY>dw3M`@GhJ0A9%B8a$XI+4E(cyjs7{W6h*T-h~I} zB%wgvX@B^?cuU=BzlqHC+4%H+tiPYvUHNcs5=zva_6LFHLj7(& z{XXk?KJxe-4>*zSGwY;%NbKj)eENCTGxw|Vxazr>p67$aNO`=62b|B6oSOYu-}C#x z+{yNV^|NO0*Lt4RRd{d?l2cN5-mTx~wH^fULLS%P!5qn+FYDyh`h6a2COz^lJUAx_ z1?o=wvma;Y)AO>P=O+&c%!$|Y>VK8}|5)t(^lm==KI?fZ@)$heKthSS)BZj;IK7)s zzt4J}k34?I15RZ7%sOcw68m{HpMIY8%>Al7u6iz}=lLKpQXZe-0ryWOr{?|E_xwIE zcd~t8{jAyhwVo$+7ap9GgaUQv)%txN>p_6I%i|h6m?PQqWu3fQzt3aMq(|O`2j?WA zK;3D7_T%h)dS2G^{Nw?FIq`a4{jakBAB(-8-p!}qXFX3v9>3!OCz9Wy?zBG$G#Bcl z`SkOwXa4f|9S=B>?JMh~eMs!*(R})O)-(63^0?}`n4af@#7KF3h6mg~m7JRQTi^5h zz}(69fpzkyKA(G6_I|8q@^|6EIY}r`cV4aE=dm6Hn7cgg!Gk%IJ%858)%v|(YbH7J zE<89V2?gp-`?DWs=hO4Dp64eI2+WDs^Xh+<{r_0({q$}={XXk?D)RUp4>*zh7Imln zL7=%%AI+zqXFc!f{1?B}z5`t#N^*Q@fl>baPn=YzyZ zd7Og>b9h&BYTjpk&+h|sC))?s$)Eas?p@jYv7X7_g$L&(p+MbvwSJ$+dJtgl^0)^N z=1lhdStnQP_kOLJ8t`5-Y;9_Qr2Twax&n&(^J^ZUTu$@YPD@~1wZdsp^;tY`A_7(C!WLW#O_wSMo{ zdJtf)^0)^N=1lhdStnQP_kOLJ?&2BiX*PPTGgWem={m zKW{yAy(*8Zo{Q;uK1hs|$2oa0mscgH=K0q5{5~*uvVCBk{A-`*9F@Hv>zS-P1`jxp zP@?W!t>62#9t4=HJmi4`ne9jRwx7?|@BLWM6O+f_0S6LF)SdSCxxwk(eENOX^L*s- zJ05T%+h^8E`;gerqxtmntY_}>IEDutNuEmGX@3xCF4WKR>CaoweC6>T9&jexXVyvk zkl4@WV?A@a3y-^;lj(Y1NQ{)nIe9RbqmondJnMV<&)muOfpzk)eV%hv_I|8qvho-_ z;6Or&x^uOD@7H<|V6O6z2M%PmAKBY}K3l){V?9qy9>3!OCz9Wy?zBG$G#Bcl`SkOw zXa4f|9S=B>?JMh~eMs!*(R})O)-!i`9K!>SBu}O8v_A+m7wTvE^yjT-zVdhv4>*(U zGwY;%NbG0xv7R~Ig~wga$#gw0Bu2{PoIIGzQOPNJp7lNbXYOSCz&iQYKF>KSdq37Q zS$PZ|a3G;X-ML!7_iH@}FjslV0|zqOkL+zfpRM2fv7RR;kKgft6UlE;ciJBWnhW*O zeENCTGkKS zdq37QS$X`92b@TLi@Nh{{oarDAi&(@ArBnLY(KKM{d~55@5g$cm^^;R15PBrMcrwC z5NIycNAv0DSQ4KEKy#sP zKGriYd7P66b0OPj)=B%27}-3m@4?48-($|4(s@H-(ys)SdQc|NhFSd0NkW<#7xTIFfiv-D$sx%=NQ;`t#P`^OVnP_`sFqE!3U% z2Z827-F&QPUh+6659UI)&#aU7Au+OfSl@$>bH2x%Ii>T4#K={7u|rMXY2QVtOo(+CJ%XR1b*@XPssi}>*Txp z{XT0ZF;X7K@PH%9Q>i=c&;I?DPxG{%`O4!xJm5^?HFc-`CNkH}$67u~;8Q;EUXndg zciJBWnhSOFv7UL!dAOM%$$bzVdhv4>*%}P2Fj~iOhBLv6fE~II9ori)7E# zo%RO-xHJ!I`D_GM^8;_m-aqT)-THlAYfKn<7an&xC)4%3khquUocgNs=Un8~&+GYq z_x*(v*?zE2e!9;-$li}NWJb#47#?sWc`9}1yZik<>p_6I$U`0*fxr5IM`S;bb@J$b zKhGM{BjxcP9&jdkD|M&++0UQ&G%xF!pFG~f1I{GgQg_;KB6Hn*tmTsg&gujEBH1%_ zr~N?yF3rPQJ{y76{J>kX_s=?cw|<}38WTp|jR&W{+qpe2lfS3;SD8QOAepK)B<|_= zeEP?K$DOVJ(|+`MCM1tzc)*e5snnhC?)Uqw2La|H4|!|^{^|oBk^MZ@$)o%IJZngg zl*fB`z?tN&)SdQcKY!xWysT$_@;C<%=0M^#b*KHANb|6kPZBtb5A1_vkJO#^2LZS= z4{P~s1Xl9{Z^_<2>*U?~eO_x!7 z(|%Ut?|$cruF8XblbnjW^XPs*&w3DmyFBEv5%{YQctrN|SSOF}_w%eFJyIU;;Q?oo zw^Dc7pZ)xaPxG>#`N`uPJeUKC*VLW%XClqRT0Ti&6(86q$r-3S@7C}0S`PwvA&)h9 zFekF-$2xhpexKJG6Gq;h2Q==^!SiE+-;0faKIlUdIJ*zI*X`%t@7epkU+Z~d@^}vq zIFr1Uy7TCMKhJs)fV({8u@QK+4|qoQ`&cKR?f2)cAvsbW@8JPwlDATK+MoUWiBI#g zp83h+96Xo@cE^k8_v|C9$LM#@7TN#JZg+UZkjF;g)jr@E+3#bWe74`8w}#|Md7Og>b0FCjb*Fv(-3Z`C`(Ql?oQ)52A$xzU zllCDovUym`Ckd?L1N$U719j)!`h8yOK>#o0aSa~Kk?i@hPF}6w=doteBjqvkpppwD z^kgHT5BiV<^dV_{{`)cS=5aq~@9Wb%A$fd;2i!?^LEU+Dzn^D42*6z)^4JKx+6O!% z`+cmF&-VNC){q=2k8|)~4kWvx?zFGJ8v(p%AFKy~)%Y+sviHwAdAEL_*BTQ>%3}>4 z%!y>z)SY+h_j#=c0lbjMHFz*bvggY>d9{9@$C^oxl*c{~x$JXcRX&gyDGzxh0ewgs zum8Uz&2M{r-`V^6GEYbz=j6d$NOnox`E0*GZ#@XWRUY!#2)x<{JR|#ktdr07`}5Y2 z94U`;@L&!kyQ1#2ufH1syl5Y+2Z7c2FgLRI&pLUxexKJG6GqD88a$XI$*HJ2uh#GL zSPufsT^`rq!5qn+FYDyh`h6a2COuLf-}9g=CrIecMnE6*AqnV1(s=*(V}ASN`_JCj zpLs&^I42M0Lb6Nh&S(4mdFw#{uJVw_M&Q#v;33)jVV&&0HDpH0z^0)>M=16iX>dve6`#jcz0CSheJ$Nu@vggk_ zxmv&XYt1A_%HwxDu2RtNuKdh78w}#9}d92BUxsjZLy7O-RKCks4fEV&ug9mdW zdw#5wckB0gtubMwJg&imIg*@;y7OxNK9BVvz})3=4<5{!?D?}!uGa7US~JO!@_3F1 zpOzaW^k^fX5BiV<^dV`y{`)b%?eTqQ@9WDvA$gpW2Xi6WC3WYs{r;A?ESD#cHbH@BjvFs59UU43hK_g_4~Zmg8*L0;~G4eBiZw1oxEDV&tuJ`N6O*Q+v-mf*294U`~;~}?yp~#Lh@LX2XiAi1$Afltp@=($wM9+fwTF5mt^mcb+Y@`kQphD zHF+>Ml2cH3-mTx~wH^fULLS%P!5qn+FYDyh`h6a2COuLf_u#>tNls1Oxmv&XYdr`s zS9#on2XiKS{;ZR$^?Se8Omd_={>FpfmLnweY9pWz`j7$wjkjF+~H6QSnTy6jEm&uKk$373ZkbH`|^KSh?lSlLvDnIR$lR_pJv3ILSjE8-dk)z*};){kvZ#H&Pz|#sh97 zPoeI-TEEX@JqR#&dEA2sb0&NKtdpztd%xC9a-=-&!Gk%IoSM3GwSMo{dJtf)@{k7( zWVRpK+kQS;ndHfp>xRE@Cy7OxNK9BVvz})3=4<5{!?D?}! zuGa7US~JO!@{q?y01rs0PupU>9s{aDWvlgDd$@N_vt zVx&Cekp%Q1X*~WNmCxV!%)kA}_tSmnJ5N9!*W|%mNls}EiIMV$p<_k`}3@m@9y{eteM0}dAx^*oZrKlx5yh3Bjq8FBycw$^6cBseg04P zdq39mMC5S|9?X&CRMwCfDGzxh0ewgskAJ`ABcCL&iVy6Qdw{ryso^|rw{eGV{lNc$F&+w4@XSnlL`9or)JmirC z?&d?Defzo3|LT6f&w3^<4|ya3eMlOQ_mzC)lLYi3Y50B7hjaMA97uLW-ML!7_iH@} zFjslV0|zqOkL+zfpRM2fv7RR;4|ybkuY6#gj#&o{;@{ z*2#DG`+e3-Vx&Ai%Y(N&2T17UMnE6*AqnV1(m4M6F+ctB`LFIf-VCh^dL}Lpc_aaSNE(m#m3-ur1oR}@}vt>62xo+l;`c_e|ad|;jAcc?qx-S78V4+6|Z9`e`-{M83M zBKvu)lSlXadDf5~DUWmUU^mVM5_-B3&9C`N$^;=tI)*`=SqP`oP>sPC?yywtnx&dJtf4@{q?y;3psOgzV3=PQJU}@3UqS zBjq8FB=D6Ftdsl>b?3YL{XXkKfVs#+9vgwb`hZ7dKaX|t=zc%X8qy=>aZVo2<(zY2 zSI!3#Bjq8FBycq!@@(7BeZIf;`+3$gQF+KC3Ft%8c)X9~BcCLo4@txCi$1L319KwT zHFf9N`n@0PL4di*LmnG}pM1a*vOmu{`R;zd&zeb$l!rW$z`y#y?~y!{y7TCMKhJs) zfV({8u@U&I4|qiO^H?X3?)USoAw5za=jOrgoD(GUb|at<`j7zSxLUBu_h1aw&vW}wey3-NO{O339RNr?tS~Y_y1GBKW{w~lZQN#fIcLR z$NNS;@<{^vkTm?h=)*O9V2&iGqV9Zmzu#v)2rw6U$YUe$S0C_*?B}sg9^LQfSwniH zJmirCUgZPNC3z=x=d=C(y!9XeS9!=|Bk*b;@Qm#Du}(hQ@6TI9a-=-g=E3frBP8^C zBcKoZkOcH0X&nFkn4kXm{Ga;HXC@>Mc_aaSNE(m#i+tph1oR)7u zkjF;g(>~xK+52Ig?7lT*M#|%wJe=z_=gO&^FC<3FLmo-s(>~;0wx4@HKlS_b)-y4A z$Ri2pL(+J>Z{#DNB%lvT!|#he+`|XvOmb@K&ZGPNJnKOK?(&ewM&PeL;1Su+W1T#@ z-_Ns#^hkNgBMH392cApvPU_BQ`~7+AK>)7ukjF;g(>~xK+52Ig?7lT*M#|&bJUE?m zhJ@a41oS~4l7K!Wjn{ua=C{56ea?3#E)RJm0ewgs-bebN4@p2Dl7{!gsy?u9lBrU6 z9^LQfSq}nmmxnwy0*TZj{=79LN6JGUN#IpJ@LZC2Qg=Sv@6THg0&taw zJT?NK_5lyc-Vf_!_pKo_QXco<;hgU=XHMz7Au&=O@<;-o_96GO{ru_u`2Kk!@{mUo z(1)bqeWefjkOcH0X?Q=J)d%)PGBxVXqx=0l>p=kS@{q?y;MG3h8QJe+oqV?6pSOnO zNO{O334F>2-b=D4>dx+44+3zKhded{XY&Cs$=)C9WcRHhGg2P+;=yU1J0$!bYy|W{ zACiDRB#q<0AM?|Xf4=jZ3ClwsNkAWxhWC#?=tC0Fhos^Ca1|do2g#JFJCE-7^Q;E} zxXVKx8-Z8*fM;aCk9G3det+H?k|X6Ik0kIZA9ydxo~S#!Z#@XWNgndp2(0D<-jb{B z-~BSVk@9#A54paED^Ha#Bu2_Z9!cQtJ|v6n=ezUp{Ie1AkVg{Ghos?ssSo;)1oR)7ukjF;g)jr@E+3#bWe74`8w}#|MdB`IPe98yjOR^{G z&hA?e0&tRtJT?NW`GB|NYWsJ;Om3t+Udw~0%NY`Sw-L|>eMkcOkTm>$=z~5a0ewgs z-Vgeq4@p2Dl7{z#KAh7B=0dVd>dt5T{dwy_0Iu?o$421OKHwqQ`(d5zzBOb<%0nJW z;4D6{50X7ncXr=;5P*|Beh+8fB5z2Hl!rW$fIcLR z_5K~^{G4AB(1)bq_gNqGAqnV1((r!JhtK!`camLDcRt(i&sz@yaFvHVHUgja0T0RE z59?(2tsyf~9`Z;6tN6e^NzPymiIMV^g$nzfIcJ*?+1O*ha~VRA9ydxo~S#Y?f2)c2LZUsLmnG} zPy2v}WbcP{visJM87U8WB!N|YV4oysu!h7)dB`IP=tI)@{J&?Mhx14Rukztl&t>mE z9}*+wA&(@W4@twnyZWFHNkAWxhWCR$=tC0Fhos^Cpbz?x1pd_revjmt)Scb89t7Yd z4|!|^&gKJNlD$9H$?jW2W~4mikpx!pfqjyk!5R`H$VcmKVkOwBnV$wjkjF+~ zH6QSnTy6jEm&uKkhdh#iJ|vCx?q}!c{E~n^Bn`jM`tTVa^g$nz zfIcJ*?+1O*ha_+oAJ_-U9<3oUQXcY10{W0N{QIsC`j7AgFYkyeMlPK5Bji{5A4>tL1Lsl^g$nzz^8oRy(D|GhQvsD$Ri2pL(=f?xjyJa63~aF;r*Zw z`j7A!9U+uALtwM#@7TNkAWxhW}2{2YpBa`j9ldAM`;Vl7K!W z4etki(1#?T4@txOK_B!X3Ft%8@P5z-eMkcOkTkp>^g$nzfIcLR^W6{Z&N)G1q&(!2 z1oRGH6kOcH0X?Q>AgFYkyeMlPK5Bi`FNkAWxhWCR$=tC0F zhos^Cpbz?x1oR^g$nz zfIcJ*?+1O*ha{j6NyGa=AM_y!=tI)*e$WSfNCNthG`t`5K_8NUJ|vCv-4E=}IYDBi zJmirC^dV`S?;dkL&L;`zL(=g3st@{*1oRA!9U+uALtwM#@7TNkAWxhW}2{2YpBa z`j9ldAM`;Vl7K!W4etki(1#?T4@txOK_B!X3Ft%8@P5z-eMkcOkTkp>^g$nzfIcLR z^W6{Z&N)G1q&(!21oRGH6kOcH0X?Q>AgFYkyeMlPK5Bi`F zNkAWxhWCR$=tC0Fhos^Cpbz?x1oR^g$nzfIcJ*?+1O*ha{j6NyGa=AM_y!=tI)*e$WSfNCNthG`t`5K_8NU zJ|vCv-4E=}IYDBiJmirC^dV`S?;dkL&L;`zL(=g3st@{*1oRA!9U+uALtwM#@7T zNkAWxhW}2{2YpBa`j9ldAM`;Vl7K!W4etki(1#?T4@txOK_B!X3Ft%8@P5z-eMkcO zkTkp>^g$nzfIcLR^W6{Z&N)G1q&(!21oRGH6kOcH0X?Q>A zgFYkyeMlPK5Bi`FNkAWxhWCR$=tC0Fhos^Cpbz?x1oR^g$nzfIcJ*?+1O*ha{j6NyGa=AM_y!=tI)*e$WSf zNCNthG`t`5K_8NUJ|vCv-4E=}IYDBiJmirC^dV`S?;dkL&L;`zL(=g3st@{*1oRA!9U+uALtwM#@7TNkAWxhW}2{2YpBa`j9ldAM`;Vl7K!W4etki(1#?T4@txOK_B!X z3Ft%8@P5z-eMkcOkTkp>^g$nzfIcLR^W6{Z&N)G1q&(!21oRGH6kOcH0X?Q>AgFYkyeMlPK5Bi`FNkAWxhWCR$=tC0Fhos^Cpbz?x1oR^g$nzfIcJ*?+1O*ha{j6NyGa= zAM_y!=tI)*e$WSfNCNthG`t`5K_8NUJ|vCv-4E=}IYDBiJmirC^dV`S?;dkL&L;`z zL(=g3st@{*1oRA!9U+uALtwM#@7TNkAWxhW}2{2YpBa`j9ldAM`;Vl7K!W4etki z(1#?T4@txOK_B!X3Ft%8@P5z-eMkcOkTkp>^g$nzfIcLR^W6{Z&N)G1q&(!21oRGH6kOcH0X?Q>AgFYkyeMlPK5Bi`FNkAWxhWCR$=tC0Fhos^C zpbz?x1oR^g$nzfIcJ* z?+1O*ha{j6NyGa=AM_y!=tI)*e$WSfNCNthG`t`5K_8NUJ|vCv-4E=}IYDBiJmirC z^dV`S?;dkL&L;`zL(=g3st@{*1oR+S|;lVk{K0oWEeMs!*+4%H+tmnDOWAK0j2_@=I`}^GB^lm==KI?ft z@aXJ$*`Eo>XXeq>yZQ9{tmldRmIt3Bc?xx>{Xw9)P|N37KF!m5=6e(moFJ~NN@!}^|loclfJ&V9)ISI<6=^*qsc@!&lq zyP)p8dcV*6>biMa4+3z%3lGjo_W4;S?L%Te&&H?sV?EDJ9)kxQNGMTv+TZ5}r+4$| z_gT;L`7IAVNA^5fC+$OGKjpK}h1F;I^yjT1Ir6tW_#DYos5|Y?eC0FqINFbXp7r;< z|CJBFN8&Ygr~M`}*YcTpbk%&UXF{Li!Fx$|McrwC5NIyc@|pQG59@pIanARc^H=vC z^ItuGI-mV{!k^;7dr5Xh-MM}hAl z_GkX`nRz_xM}OY>d!GNwhu{ygDN@!-8AyQ1z~z2E0~b=|zI2LZUt0|Ik4pSk<^ z|G&xpOyJ%8`hC{l&*QFqI5!C;>Q4KEKy#sfH=ll=^*o>7^5Ao1&y#i1J|y;2KKoo) zeU?vu-Wrl4kK(~|NZvx-X@BM~pP9$Ae)Q+9zvuZXK0KGiYwAw>O=Pa+^F5E|WBndp za3*;xb*KG7pt(@XXXev9tnb0cIp1T>U)_7mfA#$7eD>!Fe~Jh1CD|2q=hgdt-oMt( z%X$!it2`huXY-l6{&(}U@#+0o&&JB*cRb)k@>|rM_6LFHLVYx!exCKr|F=B&9NF_? zowN^${glr>7gnF;)1SA7ERS$VK8 zl3i1GUcKMv{cGL4tOo(O$^!y(HlMlce>XoHpWcu4Y^*$f#{*6zzeU|?e-LOc)JOB_ z=ULDEkK(~|$et(bq9WnQQrc&!hQRpMw{3AlVglr~N^oxlrGYPoLL%_T#ENu6nMozQ>+- z-)p$6n$CNk+^Rg-H_54}J6G@bdHz~A59>hyuJZUD4>*y{k9E>MB=+-YKK(rFnY%oG z#{*6zzeU|?e-LOc)JOB_=ULDEkK(~|$et(bq$~yk^ICuJ!>9Q0UXoo>ciJBWnhW*a`1EU->Y_q~S8s_DGv$*szReUqGuy7TJ&KJQO;^RONS;3kjX@qiQA{8%ULLt;OV z=F`u!p1I587#?sWc`9|M{Xw9)P(RD3KW{zrJ&FgZ|eT^H|UGzbcQbp6jdcspsAI8ZN7*^PVSnRUVv+p=i+ z^7tJOIFZedb<#d0_VZ{y{XFZLyF8BJ0Y{RjQg_-P1ey!=vwZsV)-&IC@!&mV&y#i1 zJ|y;2J~Nl*VSP?M%!Oo^)SdPRf#yPeH$Ht{>)DU9@L(Tg`^q|L9}@d{H$Ht{>)DG{ zc(6~BQ&4x>9|W2U_0{(ys)SdPRf#yQ}ET8_o_00EO zJa`Y;^JJa04~hMh&&;KHSf7&*b0OI!b*KG7pt(@rjZdG~diG-#9_*8BpIImELt;O# z#;4C?JiwV2+vm3)1mGr*f8zl+vU##j+K0q`KFg;+Z#{FB$9s6dndGh1o%RQT=0e?k ztY==I;=y~#o)_z+eMs!5d}c1q!}^?jm0`^-9N z9}@d{H9mbF>v`^1;lVjbPD$Nqe-LOc)T{C7{aVlSy(*8Zp6jdcq37NA8ZN7*^PVSn zRUVv+f9?L%Te@5ZOkYdw2$79Q+_WS7*P_6LFHLVY(reO~L?k5zcE zPqKYxowN^${k$5VK9BW0_p9*W93-ct?zBG$G#BdC`1F3Q=lNch$5qeu)%Vcz?t2ZF zRnvLTle;Sq&P_svx^wmZPv`0LSq}nmlgGdDfE(F7Stsp7Vn3hd)1SAVxys``Jm5_7 zR_adsgFthkZa&sCue0)CUu4gdb<#d0_VaFh`n=Y&7pw4KpCqTC?zBG$G#Bct@#*te z&+}h}2m2)3SJp}Ukl4?w@#*te&vU;D56(eyO6pGggFthkUX4%h*Lt4sRe4w@Beh3KA-g<05^HOh6h~9=FK{39}@f7e5_|q^7sr7 zxRdOHy3_t3&|IjSkM+#!tUTBk+4E$bv=52>yc?fBul4N3Dm>UH$tkEi?GFOYh5BlI z`aIV2{I9};bCB&b>!f{1?B{BHdcW55T(81|bC8^py3_t3&|Iijdve6`#jcz0CShedw9T^Z2qj1_93yK&BuD?B#(3Q zU@j!Pr0%po2*9OzSf7&*b0K?vtdsU3v7dM2)91CGy;y|@`y@F9b*KG7pt(?AjZdG) zdY=DPcyJD~eP*4s4~hL;jZg2_dYnnuqn8e3%>A^JSg14~hM}8lOIo^*r}gc(6~BQ&4x>9|W2U_0{dw{rykj+{m6U>!f{1?B~_^^m(l3xnG3`=O8)d|Jylx9od?!h<*bCe8dZ2 z;o)KN2sk_jI0zRkJf4YX!(mFBr7tq7db;cO>8kUyG#W)m?o)Yot{s(q?_6o{t=5M? zbHN{tPxq@|=X(|&oCEE=vW{AZ#A7`gpYB(`&h;uhI424Pe5>^#&|L6)rKF&2| zlLYpX2l_zi5#MTk2*9Oz=#R;VxuHE@)=}$_c&umR)92Bzb3Y3Y&Vh1De5>^#&|L6G z*ZE$B2j@gP&#a@?A@NxE#;5zyuXDQ!56+1~0pDtU2s9V`-uQGs`gMM1<#E&VX;dTD{M!9|Gj!C_LyB?fzLutwZ9mo{dkRN59VfEIc>|$|>=!)`viI!5@uJ z_p4v$dlep>6YV^+j#`JrW8E8{?nl4QO&-Go4k(oHt=1oNgVU?|^!xPde9p?_tmpdZ zd*pc^=Nc|YRp-40?h?~G(O$0 zex2`CcyLa%^UOMG9TJaqZ+yBR{W>>!3=cS!a_H z=Y5=OxExiT_c}Rw{2C9qq3nWh-CMo;(GLOUCXapaU=C={hjr9CBu1NuUOq|SD0!ey zlr!L4uU7B#>W2WiI13NXf%f@WN3BERu^x?2_p4v$dKDg=6NLi4)%p-3;O< z{I0@-bE2JB)=}$_c&vNl)BWhzxyfUAzyXC4zSa6;Zg6@vpMIZyozGc$ob_BEeUCiv z<6Oh#sOr4e$;so_c)$&17kum9>fMii2rxH!9D@gQLVJF!qgSi^#&|L7Z=F{)fuk$%8kF%cZqwkUD zeVl8!995n7Iyrg#8V|Uk?1FFITfO_y4*}*Tk7Mv)PH4}Mb@XcWKChl6jLPF2JeVWO zsqn35tM_^ILx8!Tg$L(A`+TgU)*SJ2m=oIbV;#L(z0a#B38V5j2M^|maw>f5 z+3I~B{SaX8SK+}q(LO)xsC7s@*1hrRe)Q|yuEK+JqENuMS|0+<1-~~w-H(2qpFAM2 zYUg>a`tRm@YdqkD@+o|)^&!w)@LTig{q!sUv+_9Wxjy=yc;3gkhRada zd9Ra`$ItM9E6Q8&t*@^4`}9MAxya)fJeU*O^J5*oTD{M!CkdnSI0p~rh;k}?>)Gmk z9{mtt?pNW#Inh2p>!@`|Jl4JO>3;O<+~hGl;DAC2-)j9aH#ohTPrpyU&PN^)She%I zR{eMLz47UO^lM_}@iiWBLirTF)%p-b%#< z$>V2uz!l{!_|{j~`+fQ$z+B{U4j#-A?fJ5fo~_>J(KG2$d7Og>b3{26zV&SNK97C~ zF!!tQ;GAfmpLNtaBp&PD_;f$|b#C$)9&kXRgm1O}m>Zm4&8Od|U*{u_uknBr+IeOj zwGN5Lx;3BPPrq`P$Jcnk3FTAxR_jBcx!||v)BEXH{%7TJ)^mOIJ@LGca}AfHs`Fka zCy$@u0aui_;9Fl^@Av740CSPYIe0KfwCBq@dbWC>N6(~3<#7!j%o*j>_|~J)hlqJm7#r3Eyh{F*i89noqw^zs^Sok8OCs5oK3=tMwt!T=38G>F4z;-?Q>K>$yJq9(dlzxrWP8)p@Uz zlgH2SfGf&d@U5?|_xtoifVs%y96XpK+Vf={JzKrcqi52i^0)>M=8SS`eCyHb-LHNK zFjsj%VAbZcR{j5V-5a0oN53Xk9>W6;D3tK6)*o|&)2sRP`}FI4qIy1=(?UGM$$LjdmbI0p~ri1vJ0N6%L8^XQrMs64L0gE^y|8sB=fdiSdz0?bt& z5LmVOtX2Qrd~bZZAN`tGd3=oroKQZ6Z?!%InhSnwKE0oQ3;NUV&(BQ9&keW6u#B^5NIy=t@-qR`jx*tw&4LswDZh5Y8?`f^;tgs zynf{>k8OCs5oK3=tMwt!T=38G>F4z;-?Q>K>$yJq9(dlzxrWP8)p@UzlgE2_z#XLv zeCyWr-cLUS;4Y7A@L3XA&(mYa)3ew-@3PY_oE*I%uOB;She}A z)!)Aty^ipk8OCs5$!y)j#`Jr zV||uSKd)c8%HuUW;EeKCe5>^#&|L7%N5AsA3XiLt)7&%Z$2niC$8*kiotZq|!vpRp zUEo`{uJ?ZWApm!IT!RO5MtlCOqerWEzj`J)Di3+w2#^C5D)`pD)w>`45MXZd_!(+dFKmE#G9$(`DCzMa&Tdfa)=7QgvPw%H+`O9M)9&kiE&#a@?A@NwB z<^ZFqGS9x562XjVy{;Z=%t9QS8COIk(dE5w)0~9Lw*1grcAN>$uZu0mV4>+OC zk9E{KBp&P5e0o3q%3U7Y@PH%AuJ~5#L!i0fpXJlf>sP+=*oFrj(atODsC7s@)@S+j z^ZJ#mJYK^C&M0riw^|wERicb$wp_Q`{} zpmd3EeYW1u>xTeb`4Ix%_3BfqyF<$-k+YWUVy*ZY0?A;4VZ z@iiWBLYp7!sC7s@)~)&Ue)^TWJhtHhN0eRht=5M?bHP8$r=QoaeC6>P9&koG&#a@? zA@Nw7kACGOkN5C^J4zS$R_jBcx!{|Re&ux)9#=W1xo6UkbG}wT|966Z{@vdBt`m^Q zK6x+~lrHhD&(`~S{SbhwJmf(JQac}6yZyYkdiSGWCngVhB!Q3ez&grj@U5?|_xtoi zfVs%yYdqkDHb2%;>yUV?Tl4At^ecCHY{LVND7)fYtq+0bf`67zKd)c;%HuUW;EZ;j zSx2oy;;}X#{mMxm`{cn~P`bpoS|0*%X&(A(@Nv%9nDb}fb8>+8^Q`YxyI=h}DS7OJ z2XjE_3g7x{y`R?)0l3OT9%LZ3^O3dN&wHzPKl*iI@{mUo_$UvoqkIP6`s#YWPd@~h zi#)dB0Y|j?vW{AZ#AAJyPd~3;xyoZ39&kk272j%o2s9V`vwZq_{mNG!ui*h_wDZh5 zY8?`fwfX2*PV(3%59Wf>CBD`A5P(bb&|ia(bH2u$Kl`4O1GJxKeXrX6>eorh;}|@c z6H3?k)~@S^0G#9@j~ju`1GzwtR_}iGOmb8n@<;+7<$-mS&){2MUGMklhX8Yt$2L6R zh&Er=QR|R+tk3f4=k+UBdAx=PoKfD2Z?!%InhU=9=vQ9ycn=S_qn%gQQR|R+tj$Ni za+1eBc`z50F7d6_hX7ofhyEITobxs2{Mq-M9H9L?>*!~7o_m#cKl+utJdVMGIiYlo zZ|%B%2*61m^0*OrHV@)Q9grjeRaLxryl~$MIPJm zfFs&`Sx2oy;;}xHe7gQ>-~H;>3CQCZJeU(o z*Z9`1>xTfG*%ZN{XRXD7?p=SlEAO#fzP4riErJy-uvl?0NmxV z4G%b?&6jo5IwT(JvwZq_{mNAyui*h_l(*trtq+0bf^RyQ|2 z9(wsCfurPsK2gqqZ@pT*&#NB-+UE zpLNtaBpz$?(XX83u}>b%1*J=TtMwrOm*%0D&yB#|@Z zPn0v@Td!8{^Xi8HxwtBitDgI6b7#(IpPzN~yLI;2O1mHZN>(1{;K3YGPNj#$s66D6 z1h&pY?tS~Y_y6g7zfZpsmxnx(z^~?k&!OyzZ{51y`{{=O+~x5a9&kpRKkKMj3rd&xR_j9mF3m$PpBsUr<%8U!-9PK-)#`m-JxLgq$1!*?CzP)7tyin} zdG$kpTwI-p97w=9bFrT8{?Bn+*L%P3dh@vwl*c)FFjtgQ>LD>I4|ybkt@Dt3-+u1> zf4bi9)33zkA&(^RQ+Z%tly~A=pRM=v`XK;UdAx=PoYCgbI%*vfkG1*eS5ETSClBU= z(j~st`VfFi^U%xZM&M}qAh&4u&pLXwdY@NM5=P~54j#-AefxcWe!A}bSHkj;M-q5d9(WH* z5BSz+>;1fb2*6by`{2PG(4G(LsC7t;HV?gglE6{&K%XdQz_(tl-sja10dgUaWAI>3 zXwQ#z^lJ4!ubw1~%Hte7m?O%m@U3U7_j&X~fVs=#F%P*s=5n^&FlV&S$2$7mI{SQ8 z`+fSAoIK=_1k6Lyxc_%g`N$^;Je!C7?Ct0N{CDfUpME7O4|ybkpUMOKqP!E|`fR%3~iqm;>7LVI8#&iP7evmroKnN*?GF`Tqt+oY+C22~Ndia71AU^L0pEJHdY@N61jvOv&cTB@qCH>M(X-Y2JbETQ zDvxXMV9qF~#!_0CSbc*LcY3Yn;xOE9Q>&`B+CktMlAfwfEDnff zuU7B#>Pf<=JdVMGIiYloZ@pT*&#NB-SekCUlc_abzkTmZ9T~j{t zNdnL2AwPTjxj+Bidhe%SiONGBN#I?1;Jqk4;aj_|9|CZa$1!;@H?-%;I(oHwpI1*3 zM&)r19?TKtRQT4j)%!g9A;8?_aSk5L5$*Z1j-IXF=g~9iQF&a02XjU_HNN#|_3l?c z1emKlevOCRevRAFa>ty}?w@t^yLI+Kdp|v7M&%)oBw!wr#{Iu*%11s)VCy{O-nXB7 z|Ih0EynZDn4|ybkcjbZiqV$As?Ye#lz)2p*(T1nuYL$HS9yGoha5@J z_c*f4-gwd%+WoPPez(p(Xz!`(zyS3OZmtr32dE*-23)(@Bdl7pVzO% zM z=8X3ISx1jn?|$`6a#SAjxDg-+C{*yRd#iUp`XRvFC*iE;)#Bu3?N zZXWCDp8tJ#^v|2`b%OFZClBU|a!P#b+3I~B{SaX8^0)>M=8X3ISx1jn?|$`6a#SAj zxDg-+C{*yRd#iUp`XRvFZ@<;+l$pd|&oIwwXQF)x3$9lTwe;*$G^X7Y< zpggY0gSn$nz_%W)-u>!_0CSbcHFz**wCB${dbE1?t7np<@{q@k069RRf^Xehz5CG* z0p=!;pWz|bpW(W<+%jjh`(qt_w%*U{Avr1!c_abzkTib(^Bb%3fyAghUdv;BoB1?< zYa--v4j#-A>#OViKK&42F7o(U9&#pOKg*f7yqY)fMf?4% zqtDj+c|9aY=gj{olLfBcCMj>OADTZ$H2K{l0IVfIQ@p1k6Ly@P0B6-^;`L z>H9pLy>5Qi3CrV}JeWHQ1$^t#>fNt?2ryT9$b$@|c0RIp`+0Bm?nl2)Odj$`0w3jp zb(GKGTVGx8_vwcKbCJhuc*yxRocES%=8krMtfO7mLuOPS@<;;aA!*$IJxf0FNdoWA zL-um}`Q82a{&gbqkVg_Q4@txO$~y@RUe*c9DS>(T1nuYL$H zS9!>T45W5GvUdA=f&_mz3r zHV^A=_xU<{-Mp+5l!rW$0C{NTnO?{5t=|3UhrmbklFv2yFn6@`!8*FPdiSGeQls*a zM-uob53Hkn2H*PXdcRLU1el9F-or!g@8SOH+%spi-_JVQbv=gj{r~PN zANeE!^N=+BzL*E|kOa&_((ryT4?mlSb@%(c9ldUT)(Of(9!Y>awDL@^c@6S5gbv=gj{oljnBcCK-9+HON7xQ2ql7M+g8r~1);b-%(?tY)Q zqu0&PIzf5JBMFd)R-Wl~{NC!_kA4VzG%xwc=SHCOK`zj})w>@(lNyzWJd(h#=7GM=8SS`eCyuo-H(0{ci!uS zqg2eflB5T;w5-8-dUAKu*wpo^|xq^?sk8NsP)v9!cO=^T6j& z_QbbtUGM$$Ljdmb*e4I?vd_6}{k>t%=+^tYA7rnQC+F?FlYn_h8lV5YRbKK+0_GuU z`28^t<{=4~hos^Cuyr0*y7zqdUf-IB`>hj~$2E8`XOvUpTVGx8_vwcKbCHKUZUnxY z2Xch=eypQg*Ly!bq(|i;k0kJ`dEj#>d*WNSuJ?ZWApm!I?3;&kBBA@96J0(#FFuDp z`+1*-+^9U{kp#>`()j-0+vF+FBw!wrhTkvqU>=fyc}N=G59Z;yJgiUO=V$MA=epfqhZl ziEn+j-p}iY09@s93?9zu7<2M_MN*yDjevPD4@tm0Bn`hG=D|E90rQYFydTVic}N20 zA!&F&tTgUTXZUnxY2Xch=eypQg*Ly!bq(|i;k0kI@d0=0Zcj8;0t@rc#Aplo-9FvE0JLcT{ z-jQ7AcOzgP%tI0|4@txChj}m$Nx(cL4etl@U>=fyc}N=PzaQ4q-k$CNKUOxojDi3+w2>f&&$Qj!2V;z0A-p}hHIVul%B!PG3f%l^Hgm3M-eh9!x z9@pUEoUbuwzt<$)dEW?_2lJ2w%tO-f`(Yl;LlQ6#NyGcWJeY?hU>=gj@$QGU`}_WX zx^8|}!t#(u5_nY}cn?Ys_||9Z{k(n%z*QddxDj}F9>^iu{jiR9T@RU2dB`IP>?IHM zfzl(swd?vJ04I4|i-&V3@z&|~AC=Yogfmh{$_n`EEZ+*7j&+CT(T;(B;8-aJ{ zfgGaU59?^x^^h5rhdh$NQSv~aC}+?^VpJaTxDhZ1<{$}}hos^6!#tRWBw!wrhWCSc zFb_$xTfGuA^YkQtSSJd(gs@<5*`XV61pR37qJ37Cr;0lyb(D&!%LBw!wrhWCYe zFb_$`()j%z zVO2hm7?p=Sl7M+g8r~n~!8{}Z^N=*WAIyV!NCI2uA@{!h-1~pG-uvlSqVkYO5_nf0 zcrQv%_|~rLhX9=9A&(n@qve6zqDSlBewo~;JmirC%tO*R-u>+S_BB7caW0S;m4`f% zfO$w7{@yVU<{=4~hos^CU>?jv5-<-*!~4NJn1>{=w>)HTx1YPe&+7fWekCRkc_e{% z<$?F2^n`Eix_$`2NgndJ5ja{N$Sr!b{_U5^jmkqFNx(cLjpN?jv5-<-*!~4NJn1>`_9+HOl!`1V!rr|yhpVhC<&-1Sdk;gH4 zFgKJ_=pivG4|ybkqvauczx{l){_S_2pgiP}1k6Ly@P0E7+vb7Yr1tlrP-S7P#zM-td;9_S0D zXFViF=gj{huG?BcCK-9+HON7xQ2qlE6{&aFjk_Yrl{fm4`f%fO$w7{<*|F zn1>`_9+HOlgLyCyNx(cL4etl@aPB;;r@PPlXLa+j5|W2JlE6{&K%XdQ&_iNW9`Z;6 z<{@d^|M@{a@<{^bA!+!1F%RY;2^=jC^nSFy?U%`o%0nJWz&s=k|D0kT%tI0|4@txO z!919UBw!wrhWCScxK`((um*=D|E90rQYF zydTWNIrHFL&pB64<$NJADi3)i0rQYF{Bw?ZFb_$=gj_3j5wZw??aDi3)i0rQYF zu6Iv5f9IbB%tO-fJ}?jFAqkj=q~ZNw9?U}$*jpa5x7*Kq>(74H3CTkqNx(cL4eu}W zU>=fyc}N=G59Yx}A1DS1I+R37q30_GuU_`_9+HOl zgLyCyNx(cL4etl@@UwYXcQ37ChZ;r(D9%tI0|4@txO z;pll_nnyo}{WHl?dB`IPn1`g{?=ACS9+H50NE+S`=D|E90rQYFydTVic}N20A!&F& zm?jv5-<-*!~0<`dDu%Iq{Dt7F)9yvBmwh~H2ghc z9?U}$Fb_$?`@uYzha_Mgl7{z#c`y%2z&s=k?+5c>9+H50NE+S`=D|E90rQYFydTVi zc}N20A!&F&96b+A^XTWWe=f&_k(#b z4@tm0Bn|He^I#s5fO$w7-Vf%%JR|}0kTkp>%!7GI0_GuUct7kV4}0l@bl49hM&%)o zBw!wrhQCM5gLy~-<{@c#KbQyekOa&_((ryT59T2Wn1`g{{a_x=f&_k(#b4@tm0Bn|I}qvwHX9{n8l&m>3XA&(?r9+HN?x6FfiNCM^|X?Q=F2lJ2w z%tO-felQQ_Aqkj=q~ZNw9?U}$Fb_$?`@uYzha_Mgl7{z#c`y%2z&s=k?}xqQVK04< z4*P+`s66D61k6Ly@b`#$Fb_$=fyc}N=G59Yx?jv5-<-*!~4NJn1>`_9+HOl zgLyCyNx(cL4etl@U>=fyc}N=G59Yx<1E~@{mUoFb_$?-y`P1JR|}0kTkp>%!7GI0_GuUct4m2 z^N?jv z5-<-*!~4NJn1>`_9+HOl!(Q^Rmp({`{Xk+=9`Z;6<{@eLd&E4Lha_Mgl7{z#c`y%2 zz&s=k?+5c>9+H50NE+S`=D|E90rQYFydTVic}N20A!&F&m9Q z&td;ea#SAjNCM^|Y504~JeY?hU>=f&_k(#b4@tm0Bn|He^I#s5fO$w7-Vf%%JR|}0 zkTkp>%!7GI0_GuUct4m2^N=f&_k(#b4@tm0Bn|He^I#s5fO$w7 z-VaC51JgYEIqaWFj>9+H50NE+S`d&$FI`XC+l1Bp?2$Ri1uhos@} z5%XXkl7M+g8r~1)!8{}Z^N=*WAIyV!NCM^|X?Q=F2lJ2w%tO-felQQ_Aqkj=q~ZNw z9?U}$Fb_$?`{C$$V46oihy63jQF+KC37ChZ;qNW;U>=fyc}N=G59Yx`_9+HOlgLyCyNx(cL4etl@U>=fyc}N=G59Yx< zBmwh~G`t_ogLy~-<{@c#KO8*|O!MgHuzw~wDi3)i0rQYF{Jmu!%tI0|4@txO!919U zBw!wrhWCScFb_$ zPk;EczxngO`Tw!}?QehgkN^AM|Ml1Z`P=Qke-*>}uRq+(zyHg>{{6rG`+xlNKmEmD V-s~U#_@96HqyEnyAO7vP{{usk)uaFb literal 0 HcmV?d00001 diff --git a/examples/benchmarking/solvers/matrices/initial_conditions/nucleation/nucleii.npy b/examples/benchmarking/solvers/matrices/initial_conditions/nucleation/nucleii.npy new file mode 100644 index 0000000000000000000000000000000000000000..7c8a2977f0681dc1fb745b5bc05f281e4affc6a9 GIT binary patch literal 128 zcmbR27wQ`j$;eQ~P_3SlTAW;@Zl$1ZlV+i=qoAIaUsO_*m=~X4l#&V(cT3DEP6dh= XXCxM+0{I#SIts>`ItsN4WCJb$SC1QR literal 0 HcmV?d00001 diff --git a/examples/benchmarking/solvers/matrices/initial_conditions/nucleation/stats.txt b/examples/benchmarking/solvers/matrices/initial_conditions/nucleation/stats.txt new file mode 100644 index 0000000000..c72d345866 --- /dev/null +++ b/examples/benchmarking/solvers/matrices/initial_conditions/nucleation/stats.txt @@ -0,0 +1,2 @@ +time fraction particle_count energy +0.000000000000000000e+00 0.000000000000000000e+00 0.000000000000000000e+00 0.000000000000000000e+00 diff --git a/examples/benchmarking/solvers/matrices/initial_conditions/nucleation/t=0.0.npz b/examples/benchmarking/solvers/matrices/initial_conditions/nucleation/t=0.0.npz new file mode 100644 index 0000000000000000000000000000000000000000..4aa2847d03edd1d22ed0d0418af368d781475434 GIT binary patch literal 8000260 zcmeFyu?pbXS%={X1_Ub&xqz`6g+(@>Orx_OR#Wncx2>KmLR7|M0{7_|p&n^C$oPKEUA{oCLF?&n{9^Yw3k{bxV=^2;y3 z`1twfKmX$6e|-FZ{P?5a{ZD-O-@lo2fA;Gwq0i?6Jn+y0JhXZ>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjm4z8<#b?|YB`eoM}& zhaN4!Lu=S=9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%x zv;YsSVIO!H4?6gJ(E>cQhMnYrhZf+WHS7ZqJhT80tzjQ{;GqS0XbtHrE2Oe60 zht{wU*B-X+^}X)fvUBR8M+@-K8g`ur9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI0 z53OMzc;KN0cxVm#zyl90z(Z@;hgUtk`tH^5{aa#AJ@jY+9$Le9k_R4IfQQzw4?OVD z0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJZt4_o*8UiWR;IrY$^ z1$bx;yUqg-ExHV#0}n00Lu=Rv9(ZU09$Ldb@W4Y0@X#9efd?L1 zfQQzw4?OVD0z9;aec*wI7T}>Z?8CK(t$Tg1`?lHrE2Oe60ht{wUJn+y0JhX;=;DLu0 z;Gs3_0}nj301vHUA9&!Q1$bx;`|zrVSKqz*y?;y0sfQjdz(Z^JPV&G*3-Hhy_JIc; zT7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt;t?P2R)-|N0DJEtCc zv;YsSVb^)!p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0 zJhX;=c-6zJ?_T}hza{3>Lys2Vp*4IbdElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp z3-Hhy_JIc;T7ZYvun#=&&;mTPhJCp9uywERb>EhqQx82_fQQzw>pbw#0z9;aec*wI z7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjlP>fzOQuYT{}5_9UI zM+@-K8orY}@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB6 z0UlbzK3sd)y4Ux*Z_Cc9haN4!Lu=S|9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD z0z9;aec*wI7T}>Z>;n%xv;YsSVIN-g@anr)zxQv6IrY$^1$bx;-$@>LXaOEt!#?o9 zLksZG8uoz)9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzu03qs>wDd|W#`mG zj~3veHS9VMJhT80tzjQ{;GqS0Xbti7OFF{d7Sv;YsS;XBC#4=un$YuE=K zcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!?lO4dws9_w(OjG z=+Oc^w1!>hfrl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp z3-Hhy_Tg0zufBWrd;gZ0Qx82_fQQ!bo#cUs7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y z4=un$YuE=KcxVA0TEjl@z(Wi0&>HsP+QZhpzSn(Qc1}I?XaOEt!>;qdLksZG8uoz) z9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#@T!Mb-@W?1e@o1% zhaN4!Lu>d>^1wq2@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$l zp#^wo4f}BIVe4Ms>%J{JryhE=01vHU*LmQf1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA71tF>bqCJ_iu?g z_0XdQcxVmZNgjA;0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7Zq zJhT80tzjRoJ#5|Ud)>EX=hQ=w7T}>Z>^cuTv;YsSVIO$lp#^wo4g0_Y4=un$YuE=K zcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUuX=d(-K*dGx5S)!=+Oc^w1)2_4?MI053OMz zc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun*TBw(j-4?%T3+ z>Y+yq@X#7|od+ITfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y z4=un$YuJZZJ-qtv)$jdVVop8uXaOEt!*`Mg9$J8h*02ve@X!K0w1$1)frl30p*8FS z4?MI053OMzc;KN0cxVm#zyl90z(Z@;hiea8_xfJZ?8B=bUVZoK_x>$0 zryhE=01vIHeXskr?3{Y&(E>cQhF#}@hZf+WHS7ZqJhT80tzjQ{;GqS0XbtzI*k1|CX3j4?S9dht}|&OU$W<9xcE_Yxqv`z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;= z;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`*7`H>t5gMzAZba9(uF@53OO>dElW1cxVm# zzyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJAR|!>jLJ{ocPN z=F~%v7T}>Zd?$I}p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wU zJn+y0JhX;=xc0DhukUr=mYq`%Jz9W=*0Ae5@X!K0w1$1)frl30p*8FS4?MI053OMz zc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKD_GT)pxIc@81%0>Y+yq@X#8*lRWUy0z9;a zec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjkEd)T_y_quP( z&Z&nUExZ>;n%xv;YsSVIQtNY~Aa7-M3}u)I*OJ;Gs3_IuAUw01vHU zA9&!Q1$bx;`@jPaExcQhVLW~JhT80tzjQ{;GqS0XbtH?)AOy+p=@&p+^hw&>D7~2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_ z0}nj301vHUA9&!Q1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;= z;DLu0;Gs3_!>b-%efR43{w*=59(uF@53S)l$pa59z(Z@;2OfB60UlbzKJdUp3-Hhy z_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHSEK+hpl^kulu&_oOZ z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HsPRS&Ped-Z$& zmY7oyJz9W=*6^L=frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60Ulbz zKJdUp3-Hhy_Tk#Y*1f*heOq=;J@jY+9$Le$^T0z3@X#9efd?L1fQQzw4?OVD0z9;a zec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g2t_hgaXd`n`Wk%&CVSExFszJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUAFe%Y-RpbZ zw`J$lLys2Vp*8F}4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy z_JIc;T7ZYvun(_#c=g?@-}|@3oOHrE2Oe60ht{wU*B-X+^}X)fvUBR8M+@-K8g`ur9$J8h z*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;hgUtk`tH^5 z{aa#AJ@jY+9$Le9k_R4IfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo z4g0_Y4=un$YuJZt4_o*8UiWR;IrY$^1$bx;yUqg-ExHV#0}n00 zLu=Rv9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z?8CK(t$Tg1 z`?lHrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`|zrVSKqz* zy?;y0sfQjdz(Z^JPV&G*3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80 ztzjQ{;GqS0Xbt;t?P2R)-|N0DJEtCcv;YsSVb^)!p#^wo4g0_Y4=un$YuE=KcxVA0 zTEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=c-6zJ?_T}hza{3>Lys2Vp*4IbdElW1 zcxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJCp9uywER zb>EhqQx82_fQQzw>pbw#0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$ zYuE=KcxVA0TEjlP>fzOQuYT{}5_9UIM+@-K8orY}@X!K0w1$1)frl30p*8FS4?MI0 z53OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzK3sd)y4Ux*Z_Cc9haN4!Lu=S|9(ZU0 z9$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIN-g@anr) zzxQv6IrY$^1$bx;-$@>LXaOEt!#?o9LksZG8uoz)9$J8h*02ve@X!K0w1$1)frl30 zp*8FS4?MI053OMzu03qs>wDd|W#`mGj~3veHS9VMJhT80tzjQ{;GqS0Xbti7OFF{d7Sv;YsS;XBC#4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0 zJhX;=;DLu0;Gs3_!?lO4dws9_w(OjG=+Oc^w1!>hfrl30p*8FS4?MI053OMzc;KN0 zcxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_Tg0zufBWrd;gZ0Qx82_fQQ!bo#cUs z7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HsP+QZhp zzSn(Qc1}I?XaOEt!>;qdLksZG8uoz)9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI0 z53OMzc;KN0cxVm#@T!Mb-@W?1e@o1%haN4!Lu>d>^1wq2@X#9efd?L1fQQzw4?OVD z0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4f}BIVe4Ms>%J{JryhE=01vHU*LmQf z1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;=;DLu0 z;Gs3_0}nj301vHUA71tF>bqCJ_iu?g_0XdQcxVmZNgjA;0UlbzKJdUp3-Hhy_JIc; zT7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjRoJ#5|Ud)>EX=hQ=w7T}>Z>^cuT zv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUuX=d( z-K*dGx5S)!=+Oc^w1)2_4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp z3-Hhy_JIc;T7ZYvun*TBw(j-4?%T3+>Y+yq@X#7|od+ITfQQzw4?OVD0z9;aec*wI z7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJZZJ-qtv)$jdVVop8uXaOEt!*`Mg z9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;hiea8 z_xfJZ?8B=bUVZoK_x>$0ryhE=01vIHeXskr?3{Y&(E>cQhF#}@ zhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt zzI*k1|CX3j4?S9dht}|&OU$W<9xcE_Yxqv` zz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`*7`H z>t5gMzAZba9(uF@53OO>dElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc; zT7ZYvun#=&&;mTPhJAR|!>jLJ{ocPN=F~%v7T}>Zd?$I}p#^wo4g0_Y4=un$YuE=K zcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=xc0DhukUr=mYq`%Jz9W=*0Ae5 z@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKD_GT z)pxIc@81%0>Y+yq@X#8*lRWUy0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y z4=un$YuE=KcxVA0TEjkEd)T_y_quP(&Z&nUExZ>;n%xv;YsSVIQtN zY~Aa7-M3}u)I*OJ;Gs3_IuAUw01vHUA9&!Q1$bx;`@jPaExcQhVLW~JhT80tzjQ{;GqS0XbtH?)AOy+p=@&p+^hw&>D7~ z2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!>b-%efR43{w*=59(uF@53S)l z$pa59z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHSEK+ zhpl^kulu&_oOZ>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=K zcxVA0TEjl@z(Wi0&>HsPRS&Ped-Z$&mY7oyJz9W=*6^L=frl30p*8FS4?MI053OMz zc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_Tk#Y*1f*heOq=;J@jY+9$Le$ z^T0z3@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g2t_ zhgaXd`n`Wk%&CVSExFszJn+y0JhX;=;DLu0;Gs3_ z0}nj301vHUA9&!Q1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;= z;DLu0;Gs3_0}nj301vHUAFe%Y-RpbZw`J$lLys2Vp*8F}4?MI053OMzc;KN0cxVm# zzyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun(_#c=g?@-}|@3oOHrE2Oe60ht{wU z*B-X+^}X)fvUBR8M+@-K8g`ur9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMz zc;KN0cxVm#zyl90z(Z@;hgUtk`tH^5{aa#AJ@jY+9$Le9k_R4IfQQzw4?OVD0z9;a zec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJZt4_o*8UiWR;IrY$^1$bx; zyUqg-ExHV#0}n00Lu=Rv9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw z4?OVD0z9;aec*wI7T}>Z?8CK(t$Tg1`?lHrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_ z0}nj301vHUA9&!Q1$bx;`|zrVSKqz*y?;y0sfQjdz(Z^JPV&G*3-Hhy_JIc;T7ZYv zun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt;t?P2R)-|N0DJEtCcv;YsS zVb^)!p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;= zc-6zJ?_T}hza{3>Lys2Vp*4IbdElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy z_JIc;T7ZYvun#=&&;mTPhJCp9uywERb>EhqQx82_fQQzw>pbw#0z9;aec*wI7T}>Z z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjlP>fzOQuYT{}5_9UIM+@-K z8orY}@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60Ulbz zK3sd)y4Ux*Z_Cc9haN4!Lu=S|9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;a zec*wI7T}>Z>;n%xv;YsSVIN-g@anr)zxQv6IrY$^1$bx;-$@>LXaOEt!#?o9LksZG z8uoz)9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzu03qs>wDd|W#`mGj~3ve zHS9VMJhT80tzjQ{;GqS0Xbti7OFF{d7Sv;YsS;XBC#4=un$YuE=KcxVA0 zTEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!?lO4dws9_w(OjG=+Oc^ zw1!>hfrl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy z_Tg0zufBWrd;gZ0Qx82_fQQ!bo#cUs7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$ zYuE=KcxVA0TEjl@z(Wi0&>HsP+QZhpzSn(Qc1}I?XaOEt!>;qdLksZG8uoz)9$J8h z*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#@T!Mb-@W?1e@o1%haN4! zLu>d>^1wq2@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo z4f}BIVe4Ms>%J{JryhE=01vHU*LmQf1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA71tF>bqCJ_iu?g_0XdQ zcxVmZNgjA;0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80 ztzjRoJ#5|Ud)>EX=hQ=w7T}>Z>^cuTv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0 zTEjl@z(Wi0&>HrE2Oe60ht{wUuX=d(-K*dGx5S)!=+Oc^w1)2_4?MI053OMzc;KN0 zcxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun*TBw(j-4?%T3+>Y+yq z@X#7|od+ITfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$ zYuJZZJ-qtv)$jdVVop8uXaOEt!*`Mg9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI0 z53OMzc;KN0cxVm#zyl90z(Z@;hiea8_xfJZ?8B=bUVZoK_x>$0ryhE= z01vIHeXskr?3{Y&(E>cQhF#}@hZf+WHS7ZqJhT80tzjQ{;GqS0XbtzI*k1|CX3j4?S9dht}|&OU$W<9xcE_Yxqv`z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0 z;Gs3_0}nj301vHUA9&!Q1$bx;`*7`H>t5gMzAZba9(uF@53OO>dElW1cxVm#zyl90 zz(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJAR|!>jLJ{ocPN=F~%v z7T}>Zd?$I}p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0 zJhX;=xc0DhukUr=mYq`%Jz9W=*0Ae5@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0 zcxVm#zyl90z(Z@;2OfB60UlbzKD_GT)pxIc@81%0>Y+yq@X#8*lRWUy0z9;aec*wI z7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjkEd)T_y_quP(&Z&nU zExZ>;n%xv;YsSVIQtNY~Aa7-M3}u)I*OJ;Gs3_IuAUw01vHUA9&!Q z1$bx;`@jPaExcQhVLW~JhT80tzjQ{;GqS0XbtH?)AOy+p=@&p+^hw&>D7~2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj3 z01vHUA9&!Q1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;=;DLu0 z;Gs3_!>b-%efR43{w*=59(uF@53S)l$pa59z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc; zT7ZYvun#=&&;mTPhJE0HhZf+WHSEK+hpl^kulu&_oOZ>;n%x zv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HsPRS&Ped-Z$&mY7oy zJz9W=*6^L=frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp z3-Hhy_Tk#Y*1f*heOq=;J@jY+9$Le$^T0z3@X#9efd?L1fQQzw4?OVD0z9;aec*wI z7T}>Z>;n%xv;YsSVIO$lp#^wo4g2t_hgaXd`n`Wk%&CVSExFszJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUAFe%Y-RpbZw`J$l zLys2Vp*8F}4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc; zT7ZYvun(_#c=g?@-}|@3oOHrE2Oe60ht{wU*B-X+^}X)fvUBR8M+@-K8g`ur9$J8h*02ve z@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;hgUtk`tH^5{aa#A zJ@jY+9$Le9k_R4IfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y z4=un$YuJZt4_o*8UiWR;IrY$^1$bx;yUqg-ExHV#0}n00Lu=Rv z9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z?8CK(t$Tg1`?lHrE z2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`|zrVSKqz*y?;y0 zsfQjdz(Z^JPV&G*3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{ z;GqS0Xbt;t?P2R)-|N0DJEtCcv;YsSVb^)!p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@ zz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=c-6zJ?_T}hza{3>Lys2Vp*4IbdElW1cxVm# zzyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJCp9uywERb>Ehq zQx82_fQQzw>pbw#0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=K zcxVA0TEjlP>fzOQuYT{}5_9UIM+@-K8orY}@X!K0w1$1)frl30p*8FS4?MI053OMz zc;KN0cxVm#zyl90z(Z@;2OfB60UlbzK3sd)y4Ux*Z_Cc9haN4!Lu=S|9(ZU09$Ldb z@W4Y0@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIN-g@anr)zxQv6 zIrY$^1$bx;-$@>LXaOEt!#?o9LksZG8uoz)9$J8h*02ve@X!K0w1$1)frl30p*8FS z4?MI053OMzu03qs>wDd|W#`mGj~3veHS9VMJhT80tzjQ{;GqS0Xbti7OF zF{d7Sv;YsS;XBC#4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;= z;DLu0;Gs3_!?lO4dws9_w(OjG=+Oc^w1!>hfrl30p*8FS4?MI053OMzc;KN0cxVm# zzyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_Tg0zufBWrd;gZ0Qx82_fQQ!bo#cUs7T}>Z z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HsP+QZhpzSn(Q zc1}I?XaOEt!>;qdLksZG8uoz)9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMz zc;KN0cxVm#@T!Mb-@W?1e@o1%haN4!Lu>d>^1wq2@X#9efd?L1fQQzw4?OVD0z9;a zec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4f}BIVe4Ms>%J{JryhE=01vHU*LmQf1$bx; z`@jPaExHrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_ z0}nj301vHUA71tF>bqCJ_iu?g_0XdQcxVmZNgjA;0UlbzKJdUp3-Hhy_JIc;T7ZYv zun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjRoJ#5|Ud)>EX=hQ=w7T}>Z>^cuTv;YsS zVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUuX=d(-K*dG zx5S)!=+Oc^w1)2_4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy z_JIc;T7ZYvun*TBw(j-4?%T3+>Y+yq@X#7|od+ITfQQzw4?OVD0z9;aec*wI7T}>Z z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJZZJ-qtv)$jdVVop8uXaOEt!*`Mg9$J8h z*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;hiea8_xfJ< zZP_{X(4z%-Xbrp00}n00Lu=Rv9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;a zec*wI7T}>Z?8B=bUVZoK_x>$0ryhE=01vIHeXskr?3{Y&(E>cQhF#}@hZf+W zHS7ZqJhT80tzjQ{;GqS0XbtzI*k1 z|CX3j4?S9dht}|&OU$W<9xcE_Yxqv`z(Wi0 z&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`*7`H>t5gM zzAZba9(uF@53OO>dElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYv zun#=&&;mTPhJAR|!>jLJ{ocPN=F~%v7T}>Zd?$I}p#^wo4g0_Y4=un$YuE=KcxVA0 zTEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=xc0DhukUr=mYq`%Jz9W=*0Ae5@X!K0 zw1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKD_GT)pxIc z@81%0>Y+yq@X#8*lRWUy0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$ zYuE=KcxVA0TEjkEd)T_y_quP(&Z&nUExZ>;n%xv;YsSVIQtNY~Aa7 z-M3}u)I*OJ;Gs3_IuAUw01vHUA9&!Q1$bx;`@jPaExcQhVLW~JhT80tzjQ{;GqS0XbtH?)AOy+p=@&p+^hw&>D7~2Oe60 zht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!>b-%efR43{w*=59(uF@53S)l$pa59 zz(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHSEK+hpl^k zulu&_oOZ>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0 zTEjl@z(Wi0&>HsPRS&Ped-Z$&mY7oyJz9W=*6^L=frl30p*8FS4?MI053OMzc;KN0 zcxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_Tk#Y*1f*heOq=;J@jY+9$Le$^T0z3 z@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g2t_hgaXd z`n`Wk%&CVSExFszJn+y0JhX;=;DLu0;Gs3_0}nj3 z01vHUA9&!Q1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;=;DLu0 z;Gs3_0}nj301vHUAFe%Y-RpbZw`J$lLys2Vp*8F}4?MI053OMzc;KN0cxVm#zyl90 zz(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun(_#c=g?@-}|@3oOHrE2Oe60ht{wU*B-X+ z^}X)fvUBR8M+@-K8g`ur9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0 zcxVm#zyl90z(Z@;hgUtk`tH^5{aa#AJ@jY+9$Le9k_R4IfQQzw4?OVD0z9;aec*wI z7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJZt4_o*8UiWR;IrY$^1$bx;yUqg- zExHV#0}n00Lu=Rv9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD z0z9;aec*wI7T}>Z?8CK(t$Tg1`?lHrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj3 z01vHUA9&!Q1$bx;`|zrVSKqz*y?;y0sfQjdz(Z^JPV&G*3-Hhy_JIc;T7ZYvun#=& z&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt;t?P2R)-|N0DJEtCcv;YsSVb^)! zp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=c-6zJ z?_T}hza{3>Lys2Vp*4IbdElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc; zT7ZYvun#=&&;mTPhJCp9uywERb>EhqQx82_fQQzw>pbw#0z9;aec*wI7T}>Z>;n%x zv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjlP>fzOQuYT{}5_9UIM+@-K8orY} z@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzK3sd) zy4Ux*Z_Cc9haN4!Lu=S|9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;aec*wI z7T}>Z>;n%xv;YsSVIN-g@anr)zxQv6IrY$^1$bx;-$@>LXaOEt!#?o9LksZG8uoz) z9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzu03qs>wDd|W#`mGj~3veHS9VM zJhT80tzjQ{;GqS0Xbti7OFF{d7Sv;YsS;XBC#4=un$YuE=KcxVA0TEjl@ zz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!?lO4dws9_w(OjG=+Oc^w1!>h zfrl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_Tg0z zufBWrd;gZ0Qx82_fQQ!bo#cUs7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=K zcxVA0TEjl@z(Wi0&>HsP+QZhpzSn(Qc1}I?XaOEt!>;qdLksZG8uoz)9$J8h*02ve z@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#@T!Mb-@W?1e@o1%haN4!Lu>d> z^1wq2@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4f}BI zVe4Ms>%J{JryhE=01vHU*LmQf1$bx;`@jPaExHrE z2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA71tF>bqCJ_iu?g_0XdQcxVmZ zNgjA;0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjRo zJ#5|Ud)>EX=hQ=w7T}>Z>^cuTv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@ zz(Wi0&>HrE2Oe60ht{wUuX=d(-K*dGx5S)!=+Oc^w1)2_4?MI053OMzc;KN0cxVm# zzyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun*TBw(j-4?%T3+>Y+yq@X#7| zod+ITfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJZZ zJ-qtv)$jdVVop8uXaOEt!*`Mg9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMz zc;KN0cxVm#zyl90z(Z@;hiea8_xfJZ?8B=bUVZoK_x>$0ryhE=01vI< zJIMnNExHeXskr?3{Y&(E>cQhF#}@hZf+WHS7ZqJhT80tzjQ{;GqS0XbtzI*k1|CX3j4?S9dht}|&OU$W<9xcE_Yxqv`z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_ z0}nj301vHUA9&!Q1$bx;`*7`H>t5gMzAZba9(uF@53OO>dElW1cxVm#zyl90z(Z@; z2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJAR|!>jLJ{ocPN=F~%v7T}>Z zd?$I}p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;= zxc0DhukUr=mYq`%Jz9W=*0Ae5@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm# zzyl90z(Z@;2OfB60UlbzKD_GT)pxIc@81%0>Y+yq@X#8*lRWUy0z9;aec*wI7T}>Z z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjkEd)T_y_quP(&Z&nUExZ>;n%xv;YsSVIQtNY~Aa7-M3}u)I*OJ;Gs3_IuAUw01vHUA9&!Q1$bx; z`@jPaExcQ zhVLW~JhT80tzjQ{;GqS0XbtH?)AOy+p=@&p+^hw&>D7~2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHU zA9&!Q1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_ z!>b-%efR43{w*=59(uF@53S)l$pa59z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYv zun#=&&;mTPhJE0HhZf+WHSEK+hpl^kulu&_oOZ>;n%xv;YsS zVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HsPRS&Ped-Z$&mY7oyJz9W= z*6^L=frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy z_Tk#Y*1f*heOq=;J@jY+9$Le$^T0z3@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z z>;n%xv;YsSVIO$lp#^wo4g2t_hgaXd`n`Wk%&CVSExFszJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUAFe%Y-RpbZw`J$lLys2V zp*8F}4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYv zun(_#c=g?@-}|@3oOHrE2Oe60ht{wU*B-X+^}X)fvUBR8M+@-K8g`ur9$J8h*02ve@X!K0 zw1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;hgUtk`tH^5{aa#AJ@jY+ z9$Le9k_R4IfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$ zYuJZt4_o*8UiWR;IrY$^1$bx;yUqg-ExHV#0}n00Lu=Rv9(ZU0 z9$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z?8CK(t$Tg1`?lHrE2Oe60 zht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`|zrVSKqz*y?;y0sfQjd zz(Z^JPV&G*3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0 zXbt;t?P2R)-|N0DJEtCcv;YsSVb^)!p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0 z&>HrE2Oe60ht{wUJn+y0JhX;=c-6zJ?_T}hza{3>Lys2Vp*4IbdElW1cxVm#zyl90 zz(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJCp9uywERb>EhqQx82_ zfQQzw>pbw#0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0 zTEjlP>fzOQuYT{}5_9UIM+@-K8orY}@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0 zcxVm#zyl90z(Z@;2OfB60UlbzK3sd)y4Ux*Z_Cc9haN4!Lu=S|9(ZU09$Ldb@W4Y0 z@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIN-g@anr)zxQv6IrY$^ z1$bx;-$@>LXaOEt!#?o9LksZG8uoz)9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI0 z53OMzu03qs>wDezf9%z<2>>7v1i}8hHh3Pk0JERSOmG>_EjybqCJ z_iu?g_0XdQcxVm(Bo92a01vHUA9&!Q1$bx;`@jPaExZ?89#lTle?9 z?%T3+>Y+yq@X#7|od+ITfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo z4g0_Y4=un$YuJaY9hfrl30 zp*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_Tj3BtM6X@ z-oGX0)I*OJ;Gs4AlRWUy0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$ zYuE=KcxVA0TEjm4_ONw--|N0DJEtCcv;YsSVb^)!p#^wo4g0_Y4=un$YuE=KcxVA0 zTEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=xa#5RyH~&WZ;3he(4z%-Xbt})4?MI0 z53OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun)gIY~A1Y zx^K(QsfQjdz(Z@;bsl(V0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+W zHS7ZqJhT80tzjRodbs-T)$jdVVop8uXaOEt!#~Lb4=un$YuE=KcxVA0TEjl@z(Wi0 z&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!*35;_xHW-+p=@&p+^hw&>D7~2Oe60 zht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExcQhF#}@hZf+WHS7ZqJhT80tzjQ{;GqS0 zXbtLys2Vp*8%IJn+y0 zJhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExuyudm z>%J{JryhE=01vHU*LmQf1$bx;`@jPaExf!3USHJgfi8=MqqXl?q4gVw$JhT80tzjQ{;GqS0XbtZ>;n%xv;YsSVIQt~xcctZ z@BLe1PCfK!0UlbzKgk0RExZ>;n%xv;YsSVIO$lp#^wo4g2uh!`A(M zulu&_oOZ>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0 zTEjl@z(Wi0&>HsPs)wuZUj5#`CFayaj~3veHT;u2@X!K0w1$1)frl30p*8FS4?MI0 z53OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKK%Bub${RMzAZba9(uF@53OO>dElW1 zcxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJCo|;p)3r zzxQv6IrY$^1$bx;|0EAQv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0 z&>HrE2Oe60ht{wUzddZ--}kz2%g(8X9xcE_YuI%jcxVA0TEjl@z(Wi0&>HrE2Oe60 zht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUAFg`1`tH^5{aa#AJ@jY+9$Ldc$pa59 zz(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHSEK04_o*5 zz3$txbLyc-3-HhycAWgAz(Wi0&>HrE2Oe60ht{wUJn+y0 zJhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`|#Vt*8P32`?li z{ocPN=F~%v7T}>Z{F6NJ&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0XbtbqCJ_iu?g_0XdQcxVm(Bo92a z01vHUA9&!Q1$bx;`@jPaExZ?89#lTle?9?%T3+>Y+yq@X#7|od+IT zfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJaY9hfrl30p*8FS4?MI053OMzc;KN0 zcxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_Tj3BtM6X@-oGX0)I*OJ;Gs4AlRWUy z0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjm4_ONw- z-|N0DJEtCcv;YsSVb^)!p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60 zht{wUJn+y0JhX;=xa#5RyH~&WZ;3he(4z%-Xbt})4?MI053OMzc;KN0cxVm#zyl90 zz(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun)gIY~A1Yx^K(QsfQjdz(Z@;bsl(V z0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjRodbs-T z)$jdVVop8uXaOEt!#~Lb4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0 zJhX;=;DLu0;Gs3_!*35;_xHW-+p=@&p+^hw&>D7~2Oe60ht{wUJn+y0JhX;=;DLu0 z;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExcQhF#}@hZf+WHS7ZqJhT80tzjQ{;GqS0XbtLys2Vp*8%IJn+y0JhX;=;DLu0;Gs3_0}nj3 z01vHUA9&!Q1$bx;`@jPaExuyudm>%J{JryhE=01vHU*LmQf z1$bx;`@jPaExf!3U zSHJgfi8=MqqXl?q4gVw$JhT80tzjQ{;GqS0XbtZ>;n%xv;YsSVIQt~xcctZ@BLe1PCfK!0UlbzKgk0R zExZ>;n%xv;YsSVIO$lp#^wo4g2uh!`A(Mulu&_oOZ>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HsPs)wuZ zUj5#`CFayaj~3veHT;u2@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90 zz(Z@;2OfB60UlbzKK%Bub${RMzAZba9(uF@53OO>dElW1cxVm#zyl90z(Z@;2OfB6 z0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJCo|;p)3rzxQv6IrY$^1$bx;|0EAQ zv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUzddZ- z-}kz2%g(8X9xcE_YuI%jcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0 z;Gs3_0}nj301vHUAFg`1`tH^5{aa#AJ@jY+9$Ldc$pa59z(Z@;2OfB60UlbzKJdUp z3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHSEK04_o*5z3$txbLyc-3-HhycAWgAz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj3 z01vHUA9&!Q1$bx;`|#Vt*8P32`?li{ocPN=F~%v7T}>Z{F6NJ z&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0XbtbqCJ_iu?g_0XdQcxVm(Bo92a01vHUA9&!Q1$bx;`@jPa zExZ?89#lTle?9?%T3+>Y+yq@X#7|od+ITfQQzw4?OVD0z9;aec*wI z7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJaY9hfrl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB6 z0UlbzKJdUp3-Hhy_Tj3BtM6X@-oGX0)I*OJ;Gs4AlRWUy0z9;aec*wI7T}>Z>;n%x zv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjm4_ONw--|N0DJEtCcv;YsSVb^)! zp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=xa#5R zyH~&WZ;3he(4z%-Xbt})4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp z3-Hhy_JIc;T7ZYvun)gIY~A1Yx^K(QsfQjdz(Z@;bsl(V0UlbzKJdUp3-Hhy_JIc; zT7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjRodbs-T)$jdVVop8uXaOEt!#~Lb z4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!*35; z_xHW-+p=@&p+^hw&>D7~2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q z1$bx;`@jPaExcQhF#}@ zhZf+WHS7ZqJhT80tzjQ{;GqS0XbtLys2Vp*8%IJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPa zExuyudm>%J{JryhE=01vHU*LmQf1$bx;`@jPaExf!3USHJgfi8=MqqXl?q4gVw$ zJhT80tzjQ{;GqS0XbtZ>;n%xv;YsSVIQt~xcctZ@BLe1PCfK!0UlbzKgk0RExZ>;n%x zv;YsSVIO$lp#^wo4g2uh!`A(Mulu&_oOZ>;n%xv;YsSVIO$l zp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HsPs)wuZUj5#`CFayaj~3veHT;u2 z@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKK%Bu zb${RMzAZba9(uF@53OO>dElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc; zT7ZYvun#=&&;mTPhJCo|;p)3rzxQv6IrY$^1$bx;|0EAQv;YsSVIO$lp#^wo4g0_Y z4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUzddZ--}kz2%g(8X9xcE_YuI%j zcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUAFg`1 z`tH^5{aa#AJ@jY+9$Ldc$pa59z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=& z&;mTPhJE0HhZf+WHSEK04_o*5z3$txbLyc-3-HhycAWgA zz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`|#Vt z*8P32`?li{ocPN=F~%v7T}>Z{F6NJ&;mTPhJE0HhZf+WHS7Zq zJhT80tzjQ{;GqS0XbtbqCJ_iu?g_0XdQcxVm(Bo92a01vHUA9&!Q1$bx;`@jPaExZ?89#l zTle?9?%T3+>Y+yq@X#7|od+ITfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$l zp#^wo4g0_Y4=un$YuJaY9h zfrl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_Tj3B ztM6X@-oGX0)I*OJ;Gs4AlRWUy0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y z4=un$YuE=KcxVA0TEjm4_ONw--|N0DJEtCcv;YsSVb^)!p#^wo4g0_Y4=un$YuE=K zcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=xa#5RyH~&WZ;3he(4z%-Xbt}) z4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun)gI zY~A1Yx^K(QsfQjdz(Z@;bsl(V0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0H zhZf+WHS7ZqJhT80tzjRodbs-T)$jdVVop8uXaOEt!#~Lb4=un$YuE=KcxVA0TEjl@ zz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!*35;_xHW-+p=@&p+^hw&>D7~ z2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExcQhF#}@hZf+WHS7ZqJhT80tzjQ{ z;GqS0XbtLys2Vp*8%I zJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaEx zuyudm>%J{JryhE=01vHU*LmQf1$bx;`@jPaExf!3USHJgfi8=MqqXl?q4gVw$JhT80tzjQ{;GqS0XbtZ>;n%xv;YsSVIQt~ zxcctZ@BLe1PCfK!0UlbzKgk0RExZ>;n%xv;YsSVIO$lp#^wo4g2uh z!`A(Mulu&_oOZ>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=K zcxVA0TEjl@z(Wi0&>HsPs)wuZUj5#`CFayaj~3veHT;u2@X!K0w1$1)frl30p*8FS z4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKK%Bub${RMzAZba9(uF@53OO> zdElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJCo| z;p)3rzxQv6IrY$^1$bx;|0EAQv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@ zz(Wi0&>HrE2Oe60ht{wUzddZ--}kz2%g(8X9xcE_YuI%jcxVA0TEjl@z(Wi0&>HrE z2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUAFg`1`tH^5{aa#AJ@jY+9$Ldc z$pa59z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHSEK0 z4_o*5z3$txbLyc-3-HhycAWgAz(Wi0&>HrE2Oe60ht{wU zJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`|#Vt*8P32`?li{ocPN=F~%v7T}>Z{F6NJ&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0XbtbqCJ_iu?g_0XdQcxVm( zBo92a01vHUA9&!Q1$bx;`@jPaExZ?89#lTle?9?%T3+>Y+yq@X#7| zod+ITfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJaY z9hfrl30p*8FS4?MI053OMz zc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_Tj3BtM6X@-oGX0)I*OJ;Gs4A zlRWUy0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjm4 z_ONw--|N0DJEtCcv;YsSVb^)!p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE z2Oe60ht{wUJn+y0JhX;=xa#5RyH~&WZ;3he(4z%-Xbt})4?MI053OMzc;KN0cxVm# zzyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun)gIY~A1Yx^K(QsfQjdz(Z@; zbsl(V0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjRo zdbs-T)$jdVVop8uXaOEt!#~Lb4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wU zJn+y0JhX;=;DLu0;Gs3_!*35;_xHW-+p=@&p+^hw&>D7~2Oe60ht{wUJn+y0JhX;= z;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExcQhF#}@hZf+WHS7ZqJhT80tzjQ{;GqS0XbtLys2Vp*8%IJn+y0JhX;=;DLu0;Gs3_ z0}nj301vHUA9&!Q1$bx;`@jPaExuyudm>%J{JryhE=01vHU z*LmQf1$bx;`@jPaExf!3USHJgfi8=MqqXl?q4gVw$JhT80tzjQ{;GqS0XbtZ>;n%xv;YsSVIQt~xcctZ@BLe1PCfK!0Ulbz zKgk0RExZ>;n%xv;YsSVIO$lp#^wo4g2uh!`A(Mulu&_oOZ>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HsP zs)wuZUj5#`CFayaj~3veHT;u2@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm# zzyl90z(Z@;2OfB60UlbzKK%Bub${RMzAZba9(uF@53OO>dElW1cxVm#zyl90z(Z@; z2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJCo|;p)3rzxQv6IrY$^1$bx; z|0EAQv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wU zzddZ--}kz2%g(8X9xcE_YuI%jcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;= z;DLu0;Gs3_0}nj301vHUAFg`1`tH^5{aa#AJ@jY+9$Ldc$pa59z(Z@;2OfB60Ulbz zKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHSEK04_o*5z3$txbLyc-3-Hhy zcAWgAz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_ z0}nj301vHUA9&!Q1$bx;`|#Vt*8P32`?li{ocPN=F~%v7T}>Z z{F6NJ&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0XbtbqCJ_iu?g_0XdQcxVm(Bo92a01vHUA9&!Q1$bx; z`@jPaExZ?89#lTle?9?%T3+>Y+yq@X#7|od+ITfQQzw4?OVD0z9;a zec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJaY9hfrl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@; z2OfB60UlbzKJdUp3-Hhy_Tj3BtM6X@-oGX0)I*OJ;Gs4AlRWUy0z9;aec*wI7T}>Z z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjm4_ONw--|N0DJEtCcv;YsS zVb^)!p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;= zxa#5RyH~&WZ;3he(4z%-Xbt})4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60Ulbz zKJdUp3-Hhy_JIc;T7ZYvun)gIY~A1Yx^K(QsfQjdz(Z@;bsl(V0UlbzKJdUp3-Hhy z_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjRodbs-T)$jdVVop8uXaOEt z!#~Lb4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_ z!*35;_xHW-+p=@&p+^hw&>D7~2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHU zA9&!Q1$bx;`@jPaExcQ zhF#}@hZf+WHS7ZqJhT80tzjQ{;GqS0XbtLys2Vp*8%IJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx; z`@jPaExuyudm>%J{JryhE=01vHU*LmQf1$bx;`@jPaExf!3USHJgfi8=MqqXl?q z4gVw$JhT80tzjQ{;GqS0XbtZ>;n%xv;YsSVIQt~xcctZ@BLe1PCfK!0UlbzKgk0RExZ z>;n%xv;YsSVIO$lp#^wo4g2uh!`A(Mulu&_oOZ>;n%xv;YsS zVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HsPs)wuZUj5#`CFayaj~3ve zHT;u2@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60Ulbz zKK%Bub${RMzAZba9(uF@53OO>dElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy z_JIc;T7ZYvun#=&&;mTPhJCo|;p)3rzxQv6IrY$^1$bx;|0EAQv;YsSVIO$lp#^wo z4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUzddZ--}kz2%g(8X9xcE_ zYuI%jcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHU zAFg`1`tH^5{aa#AJ@jY+9$Ldc$pa59z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYv zun#=&&;mTPhJE0HhZf+WHSEK04_o*5z3$txbLyc-3-HhycAWgAz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx; z`|#Vt*8P32`?li{ocPN=F~%v7T}>Z{F6NJ&;mTPhJE0HhZf+W zHS7ZqJhT80tzjQ{;GqS0XbtbqCJ_iu?g_0XdQcxVm(Bo92a01vHUA9&!Q1$bx;`@jPaExZ z?89#lTle?9?%T3+>Y+yq@X#7|od+ITfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsS zVIO$lp#^wo4g0_Y4=un$YuJaY9hfrl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy z_Tj3BtM6X@-oGX0)I*OJ;Gs4AlRWUy0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo z4g0_Y4=un$YuE=KcxVA0TEjm4_ONw--|N0DJEtCcv;YsSVb^)!p#^wo4g0_Y4=un$ zYuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=xa#5RyH~&WZ;3he(4z%- zXbt})4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYv zun)gIY~A1Yx^K(QsfQjdz(Z@;bsl(V0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTP zhJE0HhZf+WHS7ZqJhT80tzjRodbs-T)$jdVVop8uXaOEt!#~Lb4=un$YuE=KcxVA0 zTEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!*35;_xHW-+p=@&p+^hw z&>D7~2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExcQhF#}@hZf+WHS7ZqJhT80 ztzjQ{;GqS0XbtLys2V zp*8%IJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExuyudm>%J{JryhE=01vHU*LmQf1$bx;`@jPaExf!3USHJgfi8=MqqXl?q4gVw$JhT80tzjQ{;GqS0 zXbtZ>;n%xv;YsS zVIQt~xcctZ@BLe1PCfK!0UlbzKgk0RExZ>;n%xv;YsSVIO$lp#^wo z4g2uh!`A(Mulu&_oOZ>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$ zYuE=KcxVA0TEjl@z(Wi0&>HsPs)wuZUj5#`CFayaj~3veHT;u2@X!K0w1$1)frl30 zp*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKK%Bub${RMzAZba9(uF@ z53OO>dElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTP zhJCo|;p)3rzxQv6IrY$^1$bx;|0EAQv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0 zTEjl@z(Wi0&>HrE2Oe60ht{wUzddZ--}kz2%g(8X9xcE_YuI%jcxVA0TEjl@z(Wi0 z&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUAFg`1`tH^5{aa#AJ@jY+ z9$Ldc$pa59z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+W zHSEK04_o*5z3$txbLyc-3-HhycAWgAz(Wi0&>HrE2Oe60 zht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`|#Vt*8P32`?li{ocPN=F~%v7T}>Z{F6NJ&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0 zXbtbqCJ_iu?g_0XdQ zcxVm(Bo92a01vHUA9&!Q1$bx;`@jPaExZ?89#lTle?9?%T3+>Y+yq z@X#7|od+ITfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$ zYuJaY9hfrl30p*8FS4?MI0 z53OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_Tj3BtM6X@-oGX0)I*OJ z;Gs4AlRWUy0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0 zTEjm4_ONw--|N0DJEtCcv;YsSVb^)!p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0 z&>HrE2Oe60ht{wUJn+y0JhX;=xa#5RyH~&WZ;3he(4z%-Xbt})4?MI053OMzc;KN0 zcxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun)gIY~A1Yx^K(QsfQjd zz(Z@;bsl(V0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80 ztzjRodbs-T)$jdVVop8uXaOEt!#~Lb4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60 zht{wUJn+y0JhX;=;DLu0;Gs3_!*35;_xHW-+p=@&p+^hw&>D7~2Oe60ht{wUJn+y0 zJhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExcQhF#}@hZf+WHS7ZqJhT80tzjQ{;GqS0XbtLys2Vp*8%IJn+y0JhX;=;DLu0 z;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExuyudm>%J{JryhE= z01vHU*LmQf1$bx;`@jPaExf!3USHJgfi8=MqqXl?q4gVw$JhT80tzjQ{;GqS0XbtZ>;n%xv;YsSVIQt~xcctZ@BLe1PCfK! z0UlbzKgk0RExZ>;n%xv;YsSVIO$lp#^wo4g2uh!`A(Mulu&_oOZ>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0 z&>HsPs)wuZUj5#`CFayaj~3veHT;u2@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0 zcxVm#zyl90z(Z@;2OfB60UlbzKK%Bub${RMzAZba9(uF@53OO>dElW1cxVm#zyl90 zz(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJCo|;p)3rzxQv6IrY$^ z1$bx;|0EAQv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60 zht{wUzddZ--}kz2%g(8X9xcE_YuI%jcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0 zJhX;=;DLu0;Gs3_0}nj301vHUAFg`1`tH^5{aa#AJ@jY+9$Ldc$pa59z(Z@;2OfB6 z0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHSEK04_o*5z3$txbLyc- z3-HhycAWgAz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0 z;Gs3_0}nj301vHUA9&!Q1$bx;`|#Vt*8P32`?li{ocPN=F~%v z7T}>Z{F6NJ&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0XbtbqCJ_iu?g_0XdQcxVm(Bo92a01vHUA9&!Q z1$bx;`@jPaExZ?89#lTle?9?%T3+>Y+yq@X#7|od+ITfQQzw4?OVD z0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJaY9hfrl30p*8FS4?MI053OMzc;KN0cxVm#zyl90 zz(Z@;2OfB60UlbzKJdUp3-Hhy_Tj3BtM6X@-oGX0)I*OJ;Gs4AlRWUy0z9;aec*wI z7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjm4_ONw--|N0DJEtCc zv;YsSVb^)!p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0 zJhX;=xa#5RyH~&WZ;3he(4z%-Xbt})4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB6 z0UlbzKJdUp3-Hhy_JIc;T7ZYvun)gIY~A1Yx^K(QsfQjdz(Z@;bsl(V0UlbzKJdUp z3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjRodbs-T)$jdVVop8u zXaOEt!#~Lb4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0 z;Gs3_!*35;_xHW-+p=@&p+^hw&>D7~2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj3 z01vHUA9&!Q1$bx;`@jPaExcQhF#}@hZf+WHS7ZqJhT80tzjQ{;GqS0XbtLys2Vp*8%IJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q z1$bx;`@jPaExuyudm>%J{JryhE=01vHU*LmQf1$bx;`@jPa zExf!3USHJgfi8=Mq zqXl?q4gVw$JhT80tzjQ{;GqS0XbtZ>;n%xv;YsSVIQt~xcctZ@BLe1PCfK!0UlbzKgk0RExZ>;n%xv;YsSVIO$lp#^wo4g2uh!`A(Mulu&_oOZ>;n%x zv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HsPs)wuZUj5#`CFaya zj~3veHT;u2@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB6 z0UlbzKK%Bub${RMzAZba9(uF@53OO>dElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp z3-Hhy_JIc;T7ZYvun#=&&;mTPhJCo|;p)3rzxQv6IrY$^1$bx;|0EAQv;YsSVIO$l zp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUzddZ--}kz2%g(8X z9xcE_YuI%jcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj3 z01vHUAFg`1`tH^5{aa#AJ@jY+9$Ldc$pa59z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc; zT7ZYvun#=&&;mTPhJE0HhZf+WHSEK04_o*5z3$txbLyc-3-HhycAWgAz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q z1$bx;`|#Vt*8P32`?li{ocPN=F~%v7T}>Z{F6NJ&;mTPhJE0H zhZf+WHS7ZqJhT80tzjQ{;GqS0XbtbqCJ_iu?g_0XdQcxVm(Bo92a01vHUA9&!Q1$bx;`@jPaExZ?89#lTle?9?%T3+>Y+yq@X#7|od+ITfQQzw4?OVD0z9;aec*wI7T}>Z>;n%x zv;YsSVIO$lp#^wo4g0_Y4=un$YuJaY9hfrl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp z3-Hhy_Tj3BtM6X@-oGX0)I*OJ;Gs4AlRWUy0z9;aec*wI7T}>Z>;n%xv;YsSVIO$l zp#^wo4g0_Y4=un$YuE=KcxVA0TEjm4_ONw--|N0DJEtCcv;YsSVb^)!p#^wo4g0_Y z4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=xa#5RyH~&WZ;3he z(4z%-Xbt})4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc; zT7ZYvun)gIY~A1Yx^K(QsfQjdz(Z@;bsl(V0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=& z&;mTPhJE0HhZf+WHS7ZqJhT80tzjRodbs-T)$jdVVop8uXaOEt!#~Lb4=un$YuE=K zcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!*35;_xHW-+p=@& zp+^hw&>D7~2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPa zExcQhF#}@hZf+WHS7Zq zJhT80tzjQ{;GqS0Xbt zLys2Vp*8%IJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExuyudm>%J{JryhE=01vHU*LmQf1$bx;`@jPaExf!3USHJgfi8=MqqXl?q4gVw$JhT80tzjQ{ z;GqS0XbtZ>;n%x zv;YsSVIQt~xcctZ@BLe1PCfK!0UlbzKgk0RExZ>;n%xv;YsSVIO$l zp#^wo4g2uh!`A(Mulu&_oOZ>;n%xv;YsSVIO$lp#^wo4g0_Y z4=un$YuE=KcxVA0TEjl@z(Wi0&>HsPs)wuZUj5#`CFayaj~3veHT;u2@X!K0w1$1) zfrl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKK%Bub${RMzAZba z9(uF@53OO>dElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=& z&;mTPhJCo|;p)3rzxQv6IrY$^1$bx;|0EAQv;YsSVIO$lp#^wo4g0_Y4=un$YuE=K zcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUzddZ--}kz2%g(8X9xcE_YuI%jcxVA0TEjl@ zz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUAFg`1`tH^5{aa#A zJ@jY+9$Ldc$pa59z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0H zhZf+WHSEK04_o*5z3$txbLyc-3-HhycAWgAz(Wi0&>HrE z2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`|#Vt*8P32`?li{ocPN=F~%v7T}>Z{F6NJ&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{ z;GqS0XbtbqCJ_iu?g z_0XdQcxVm(Bo92a01vHUA9&!Q1$bx;`@jPaExZ?89#lTle?9?%T3+ z>Y+yq@X#7|od+ITfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y z4=un$YuJaY9hfrl30p*8FS z4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_Tj3BtM6X@-oGX0 z)I*OJ;Gs4AlRWUy0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=K zcxVA0TEjm4_ONw--|N0DJEtCcv;YsSVb^)!p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@ zz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=xa#5RyH~&WZ;3he(4z%-Xbt})4?MI053OMz zc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun)gIY~A1Yx^K(Q zsfQjdz(Z@;bsl(V0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7Zq zJhT80tzjRodbs-T)$jdVVop8uXaOEt!#~Lb4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE z2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!*35;_xHW-+p=@&p+^hw&>D7~2Oe60ht{wU zJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExcQhF#}@hZf+WHS7ZqJhT80tzjQ{;GqS0XbtLys2Vp*8%IJn+y0JhX;= z;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExuyudm>%J{J zryhE=01vHU*LmQf1$bx;`@jPaExf!3USHJgfi8=MqqXl?q4gVw$JhT80tzjQ{;GqS0XbtZ>;n%xv;YsSVIQt~xcctZ@BLe1 zPCfK!0UlbzKgk0RExZ>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJZv4^wyhUiVGe zcj}=>3-HhycAWHV#0}n00Lu=Rv9(ZU09$Ldb@W4Y0@X#9e zfd?L1fQQzw4?OVD0z9;aec*wI7T}>Z?8CN)sk?oz`=;zW_0XdQcxVl~&I1oEz(Z@; z2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHSEJx4_Dtk`n`Wj zyi*T7T7ZYv@SWs=hZf+WHS7ZqJhT80tzjQ{;GqS0Xbthfrl30p*8FS4?MI053OMzc;KN0cxVm# zzyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_Tj3BtM4BD-ajSYsfQjdz(Z^JPV&G*3-Hhy z_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt;qdLksZG8uoz)9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMz zc;KN0cxVm#aMi=rcaMJWpAzrXLys2Vp*4IbdElW1cxVm#zyl90z(Z@;2OfB60Ulbz zKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJD!fFm<=@b>EbIryhE=01vHU*LmQf1$bx; z`@jPaExf!3UN5A(^ ziFfLuM+@-K8orY}@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@; z2OfB60UlbzK5ToKy4&}LXaOEt z!#?o9LksZG8uoz)9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzwmnSU?R(uf zW#6fX9xcE_YuI%jcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_ z0}nj301vHUAFg`1`tH&1{Zrzddg##tJhX=IBo92a01vHUA9&!Q1$bx;`@jPaExZ>^cuTv;YsS zVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUS3O*P_vrWj zDe+D{^k@MdTElme2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx; z`@jPaExY+yq@X#7|od+ITfQQzw4?OVD0z9;aec*wI7T}>Z z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJaY9HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!?uU1yM3?w zrtCZQ(4z%-Xbrp00}n00Lu=Rv9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;a zec*wI7T}>Z?88+LSKmGQy?;u)Qx82_fQQ!bo#cUs7T}>Z>;n%xv;YsSVIO$lp#^wo z4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>Hq(+r!k|zSn(I_MLj@(E>cQhF#}@hZf+W zHS7ZqJhT80tzjQ{;GqS0Xbtd>^1wq2@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsS zVIO$lp#^wo4g0X|Vd`$*>%J-bPCfK!0UlbzuJgb{3-Hhy_JIc;T7ZYvun#=&&;mTP zhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt;t)x*_ykACl;67SSQj~3veHGC&|;GqS0 zXbtdElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYv zun#=&&;mTPhJCo|;p)3bzxPjxcj}=>3-HhyzLPxg&;mTPhJE0HhZf+WHS7ZqJhT80 ztzjQ{;GqS0Xbt->HWlExD7~2Oe60 zht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaEx^t?)qXl?q4ZF?*4=un$YuE=KcxVA0TEjl@z(Wi0 z&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!&MJg-#z-he@eVl4?S9dht}|&Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0 zTEjl@z(Wi0&>HsPs)wuZ9{t`wCElrr9xcE_Yxqv`z(Wi0&>HrE2Oe60ht{wUJn+y0 zJhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`>^d{>TcibzA5`oJ@jY+9$Le$^T0z3 z@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4f}A_!_{|> ze(#?W@6Zd?$I}p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60 zht{wUJn+y0JhX;=*!D1Wx9@e|lzpcjdb9u!tzp-B;GqS0Xbtbpn3_fLs;>Y+yq@X#8*lRWUy z0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjkUdziZ0 z_quP&zEcl9T7ZYvuZ>;n%xv;YsSVIQ_VOx^8!-8W_5sfQjdz(Z@;bsl(V z0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjRodbs-T z(eM3J;+=Zv(E>cQhVLW~JhT80tzjQ{;GqS0XbtsIPCfK!0UlbzcajGl zT7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt~!pM+@-K8g`ur9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0 zcxVm#zyl90z(Z@;hpQg0zI*h0|CD&A9(uF@53S)l$pa59z(Z@;2OfB60UlbzKJdUp z3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHSEK-hpD@LuluI#JN3|`1$bx;yUqg- zExz@)ZM<NkEx$ zZr|&^Df>=6^k@MdTEnjMz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj3 z01vHUA9&!Q1$bx;`*796)pw76@1GLy)I*OJ;Gs2qCwbtZ1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;=xa#5R zyGOtGPlFszJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPa zExpbw#0z9;aec*wI7T}>Z>;n%x zv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjkE^>Fpwqu=|d#5?uSqXl?q4c|!~ zcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUAGSSA z-R*nbH)Y?chaN4!Lu=S|9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;aec*wI z7T}>Z>;n%xv;YsSVIQt~xcctV@BLHaoqFie0z9;a?<5aAv;YsSVIO$lp#^wo4g0_Y z4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wU+a9Lw_Py?#vhUPGj~3veHS9VM zJhT80tzjQ{;GqS0XbtZ>;n%xv;YsSVIO$l zp#^wo4g0_Y4=un$YuJZv4^wyhUiVGecj}=>3-HhycAWHV# z0}n00Lu=Rv9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z?8CN) zsk?oz`=;zW_0XdQcxVl~&I1oEz(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=& z&;mTPhJE0HhZf+WHSEJx4_Dtk`n`Wjyi*T7T7ZYv@SWs=hZf+WHS7ZqJhT80tzjQ{ z;GqS0Xbth zfrl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_Tj3B ztM4BD-ajSYsfQjdz(Z^JPV&G*3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7Zq zJhT80tzjQ{;GqS0Xbt;qdLksZG8uoz)9$J8h*02ve z@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#aMi=rcaMJWpAzrXLys2Vp*4Ib zdElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJD!f zFm<=@b>EbIryhE=01vHU*LmQf1$bx;`@jPaExf!3UN5A(^iFfLuM+@-K8orY}@X!K0w1$1)frl30p*8FS z4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzK5ToKy4&}LXaOEt!#?o9LksZG8uoz)9$J8h*02ve@X!K0w1$1) zfrl30p*8FS4?MI053OMzwmnSU?R(ufW#6fX9xcE_YuI%jcxVA0TEjl@z(Wi0&>HrE z2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUAFg`1`tH&1{Zrzddg##tJhX=I zBo92a01vHUA9&!Q1$bx;`@jPaExZ>^cuTv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@ zz(Wi0&>HrE2Oe60ht{wUS3O*P_vrWjDe+D{^k@MdTElme2Oe60ht{wUJn+y0JhX;= z;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExY+yq@X#7| zod+ITfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJaY z9HrE2Oe60ht{wU zJn+y0JhX;=;DLu0;Gs3_!?uU1yM3?wrtCZQ(4z%-Xbrp00}n00Lu=Rv9(ZU09$Ldb z@W4Y0@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z?88+LSKmGQy?;u)Qx82_fQQ!b zo#cUs7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>Hq( z+r!k|zSn(I_MLj@(E>cQhF#}@hZf+WHS7ZqJhT80tzjQ{;GqS0Xbtd>^1wq2@X#9efd?L1fQQzw z4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0X|Vd`$*>%J-bPCfK!0Ulbz zuJgb{3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt;t z)x*_ykACl;67SSQj~3veHGC&|;GqS0XbtdElW1cxVm#zyl90z(Z@; z2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJCo|;p)3bzxPjxcj}=>3-Hhy zzLPxg&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt->HWlExD7~2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHU zA9&!Q1$bx;`@jPaEx^t?)qXl?q z4ZF?*4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_ z!&MJg-#z-he@eVl4?S9dht}|&Z>;n%xv;YsS zVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HsPs)wuZ9{t`wCElrr9xcE_ zYxqv`z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx; z`>^d{>TcibzA5`oJ@jY+9$Le$^T0z3@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z z>;n%xv;YsSVIO$lp#^wo4f}A_!_{|>e(#?W@6Zd?$I}p#^wo4g0_Y4=un$ zYuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=*!D1Wx9@e|lzpcjdb9u! ztzp-B;GqS0Xbtbpn3_fLs;>Y+yq@X#8*lRWUy0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo z4g0_Y4=un$YuE=KcxVA0TEjkUdziZ0_quP&zEcl9T7ZYvuZ>;n%xv;YsS zVIQ_VOx^8!-8W_5sfQjdz(Z@;bsl(V0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTP zhJE0HhZf+WHS7ZqJhT80tzjRodbs-T(eM3J;+=Zv(E>cQhVLW~JhT80tzjQ{;GqS0 zXbtsIPCfK!0UlbzcajGlT7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80 ztzjQ{;GqS0Xbt~!pM+@-K8g`ur9$J8h*02ve@X!K0 zw1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;hpQg0zI*h0|CD&A9(uF@ z53S)l$pa59z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+W zHSEK-hpD@LuluI#JN3|`1$bx;yUqg-Exz@)ZM<NkEx$Zr|&^Df>=6^k@MdTEnjMz(Wi0&>HrE2Oe60 zht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`*796)pw76@1GLy)I*OJ z;Gs2qCwbtZ1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;=xa#5RyGOtGPlFszJn+y0JhX;=;DLu0 z;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExpbw#0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0 zTEjkE^>Fpwqu=|d#5?uSqXl?q4c|!~cxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0 zJhX;=;DLu0;Gs3_0}nj301vHUAGSSA-R*nbH)Y?chaN4!Lu=S|9(ZU09$Ldb@W4Y0 z@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIQt~xcctV@BLHaoqFie z0z9;a?<5aAv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60 zht{wU+a9Lw_Py?#vhUPGj~3veHS9VMJhT80tzjQ{;GqS0XbtZ>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJZv4^wyhUiVGecj}=> z3-HhycAWHV#0}n00Lu=Rv9(ZU09$Ldb@W4Y0@X#9efd?L1 zfQQzw4?OVD0z9;aec*wI7T}>Z?8CN)sk?oz`=;zW_0XdQcxVl~&I1oEz(Z@;2OfB6 z0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHSEJx4_Dtk`n`Wjyi*T7 zT7ZYv@SWs=hZf+WHS7ZqJhT80tzjQ{;GqS0Xbthfrl30p*8FS4?MI053OMzc;KN0cxVm#zyl90 zz(Z@;2OfB60UlbzKJdUp3-Hhy_Tj3BtM4BD-ajSYsfQjdz(Z^JPV&G*3-Hhy_JIc; zT7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt;qdLksZG8uoz)9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0 zcxVm#aMi=rcaMJWpAzrXLys2Vp*4IbdElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp z3-Hhy_JIc;T7ZYvun#=&&;mTPhJD!fFm<=@b>EbIryhE=01vHU*LmQf1$bx;`@jPa zExf!3UN5A(^iFfLu zM+@-K8orY}@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB6 z0UlbzK5ToKy4&}LXaOEt!#?o9 zLksZG8uoz)9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzwmnSU?R(ufW#6fX z9xcE_YuI%jcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj3 z01vHUAFg`1`tH&1{Zrzddg##tJhX=IBo92a01vHUA9&!Q1$bx;`@jPaExZ>^cuTv;YsSVIO$l zp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUS3O*P_vrWjDe+D{ z^k@MdTElme2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPa zExY+yq@X#7|od+ITfQQzw4?OVD0z9;aec*wI7T}>Z>;n%x zv;YsSVIO$lp#^wo4g0_Y4=un$YuJaY9HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!?uU1yM3?wrtCZQ z(4z%-Xbrp00}n00Lu=Rv9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;aec*wI z7T}>Z?88+LSKmGQy?;u)Qx82_fQQ!bo#cUs7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y z4=un$YuE=KcxVA0TEjl@z(Wi0&>Hq(+r!k|zSn(I_MLj@(E>cQhF#}@hZf+WHS7Zq zJhT80tzjQ{;GqS0Xbtd>^1wq2@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$l zp#^wo4g0X|Vd`$*>%J-bPCfK!0UlbzuJgb{3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0H zhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt;t)x*_ykACl;67SSQj~3veHGC&|;GqS0XbtdElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=& z&;mTPhJCo|;p)3bzxPjxcj}=>3-HhyzLPxg&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{ z;GqS0Xbt->HWlExD7~2Oe60ht{wU zJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaEx^t?)qXl?q4ZF?*4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE z2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!&MJg-#z-he@eVl4?S9dht}|&Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@ zz(Wi0&>HsPs)wuZ9{t`wCElrr9xcE_Yxqv`z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;= z;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`>^d{>TcibzA5`oJ@jY+9$Le$^T0z3@X#9e zfd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4f}A_!_{|>e(#?W z@6Zd?$I}p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wU zJn+y0JhX;=*!D1Wx9@e|lzpcjdb9u!tzp-B;GqS0Xbtbpn3_fLs;>Y+yq@X#8*lRWUy0z9;a zec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjkUdziZ0_quP& zzEcl9T7ZYvuZ>;n%xv;YsSVIQ_VOx^8!-8W_5sfQjdz(Z@;bsl(V0Ulbz zKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjRodbs-T(eM3J z;+=Zv(E>cQhVLW~JhT80tzjQ{;GqS0XbtsIPCfK!0UlbzcajGlT7ZYv zun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt~!pM+@-K8g`ur9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm# zzyl90z(Z@;hpQg0zI*h0|CD&A9(uF@53S)l$pa59z(Z@;2OfB60UlbzKJdUp3-Hhy z_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHSEK-hpD@LuluI#JN3|`1$bx;yUqg-Exz@)ZM<NkEx$Zr|&^ zDf>=6^k@MdTEnjMz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHU zA9&!Q1$bx;`*796)pw76@1GLy)I*OJ;Gs2qCwbtZ1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;=xa#5RyGOtG zPlFszJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExpbw#0z9;aec*wI7T}>Z>;n%xv;YsS zVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjkE^>Fpwqu=|d#5?uSqXl?q4c|!~cxVA0 zTEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUAGSSA-R*nb zH)Y?chaN4!Lu=S|9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z z>;n%xv;YsSVIQt~xcctV@BLHaoqFie0z9;a?<5aAv;YsSVIO$lp#^wo4g0_Y4=un$ zYuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wU+a9Lw_Py?#vhUPGj~3veHS9VMJhT80 ztzjQ{;GqS0XbtZ>;n%xv;YsSVIO$lp#^wo z4g0_Y4=un$YuJZv4^wyhUiVGecj}=>3-HhycAWHV#0}n00 zLu=Rv9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z?8CN)sk?oz z`=;zW_0XdQcxVl~&I1oEz(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTP zhJE0HhZf+WHSEJx4_Dtk`n`Wjyi*T7T7ZYv@SWs=hZf+WHS7ZqJhT80tzjQ{;GqS0 zXbthfrl30 zp*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_Tj3BtM4BD z-ajSYsfQjdz(Z^JPV&G*3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80 ztzjQ{;GqS0Xbt;qdLksZG8uoz)9$J8h*02ve@X!K0 zw1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#aMi=rcaMJWpAzrXLys2Vp*4IbdElW1 zcxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJD!fFm<=@ zb>EbIryhE=01vHU*LmQf1$bx;`@jPaExf!3UN5A(^iFfLuM+@-K8orY}@X!K0w1$1)frl30p*8FS4?MI0 z53OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzK5ToKy4&}LXaOEt!#?o9LksZG8uoz)9$J8h*02ve@X!K0w1$1)frl30 zp*8FS4?MI053OMzwmnSU?R(ufW#6fX9xcE_YuI%jcxVA0TEjl@z(Wi0&>HrE2Oe60 zht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUAFg`1`tH&1{Zrzddg##tJhX=IBo92a z01vHUA9&!Q1$bx;`@jPaExZ>^cuTv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0 z&>HrE2Oe60ht{wUS3O*P_vrWjDe+D{^k@MdTElme2Oe60ht{wUJn+y0JhX;=;DLu0 z;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExY+yq@X#7|od+IT zfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJaY9HrE2Oe60ht{wUJn+y0 zJhX;=;DLu0;Gs3_!?uU1yM3?wrtCZQ(4z%-Xbrp00}n00Lu=Rv9(ZU09$Ldb@W4Y0 z@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z?88+LSKmGQy?;u)Qx82_fQQ!bo#cUs z7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>Hq(+r!k| zzSn(I_MLj@(E>cQhF#}@hZf+WHS7ZqJhT80tzjQ{;GqS0Xbtd>^1wq2@X#9efd?L1fQQzw4?OVD z0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0X|Vd`$*>%J-bPCfK!0UlbzuJgb{ z3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt;t)x*_y zkACl;67SSQj~3veHGC&|;GqS0XbtdElW1cxVm#zyl90z(Z@;2OfB6 z0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJCo|;p)3bzxPjxcj}=>3-HhyzLPxg z&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt->HWlExD7~2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q z1$bx;`@jPaEx^t?)qXl?q4ZF?* z4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!&MJg z-#z-he@eVl4?S9dht}|&Z>;n%xv;YsSVIO$l zp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HsPs)wuZ9{t`wCElrr9xcE_Yxqv` zz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`>^d{ z>TcibzA5`oJ@jY+9$Le$^T0z3@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%x zv;YsSVIO$lp#^wo4f}A_!_{|>e(#?W@6Zd?$I}p#^wo4g0_Y4=un$YuE=K zcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=*!D1Wx9@e|lzpcjdb9u!tzp-B z;GqS0Xbtbpn3_fLs;>Y+yq@X#8*lRWUy0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y z4=un$YuE=KcxVA0TEjkUdziZ0_quP&zEcl9T7ZYvuZ>;n%xv;YsSVIQ_V zOx^8!-8W_5sfQjdz(Z@;bsl(V0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0H zhZf+WHS7ZqJhT80tzjRodbs-T(eM3J;+=Zv(E>cQhVLW~JhT80tzjQ{;GqS0XbtsIPCfK!0UlbzcajGlT7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{ z;GqS0Xbt~!pM+@-K8g`ur9$J8h*02ve@X!K0w1$1) zfrl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;hpQg0zI*h0|CD&A9(uF@53S)l z$pa59z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHSEK- zhpD@LuluI#JN3|`1$bx;yUqg-Exz@)ZM<NkEx$Zr|&^Df>=6^k@MdTEnjMz(Wi0&>HrE2Oe60ht{wU zJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`*796)pw76@1GLy)I*OJ;Gs2q zCwbtZ1$bx;`@jPaExHrE z2Oe60ht{wUJn+y0JhX;=xa#5RyGOtGPlFszJn+y0JhX;=;DLu0;Gs3_ z0}nj301vHUA9&!Q1$bx;`@jPaExpbw#0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjkE z^>Fpwqu=|d#5?uSqXl?q4c|!~cxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;= z;DLu0;Gs3_0}nj301vHUAGSSA-R*nbH)Y?chaN4!Lu=S|9(ZU09$Ldb@W4Y0@X#9e zfd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIQt~xcctV@BLHaoqFie0z9;a z?<5aAv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wU z+a9Lw_Py?#vhUPGj~3veHS9VMJhT80tzjQ{;GqS0XbtZ>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJZv4^wyhUiVGecj}=>3-Hhy zcAWHV#0}n00Lu=Rv9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw z4?OVD0z9;aec*wI7T}>Z?8CN)sk?oz`=;zW_0XdQcxVl~&I1oEz(Z@;2OfB60Ulbz zKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHSEJx4_Dtk`n`Wjyi*T7T7ZYv z@SWs=hZf+WHS7ZqJhT80tzjQ{;GqS0Xbthfrl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@; z2OfB60UlbzKJdUp3-Hhy_Tj3BtM4BD-ajSYsfQjdz(Z^JPV&G*3-Hhy_JIc;T7ZYv zun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt;qdLksZG8uoz)9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm# zaMi=rcaMJWpAzrXLys2Vp*4IbdElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy z_JIc;T7ZYvun#=&&;mTPhJD!fFm<=@b>EbIryhE=01vHU*LmQf1$bx;`@jPaExf!3UN5A(^iFfLuM+@-K z8orY}@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60Ulbz zK5ToKy4&}LXaOEt!#?o9LksZG z8uoz)9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzwmnSU?R(ufW#6fX9xcE_ zYuI%jcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHU zAFg`1`tH&1{Zrzddg##tJhX=IBo92a01vHUA9&!Q1$bx;`@jPaExZ>^cuTv;YsSVIO$lp#^wo z4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUS3O*P_vrWjDe+D{^k@Md zTElme2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExY+yq@X#7|od+ITfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsS zVIO$lp#^wo4g0_Y4=un$YuJaY9HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!?uU1yM3?wrtCZQ(4z%- zXbrp00}n00Lu=Rv9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z z?88+LSKmGQy?;u)Qx82_fQQ!bo#cUs7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$ zYuE=KcxVA0TEjl@z(Wi0&>Hq(+r!k|zSn(I_MLj@(E>cQhF#}@hZf+WHS7ZqJhT80 ztzjQ{;GqS0Xbtd>^1wq2@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo z4g0X|Vd`$*>%J-bPCfK!0UlbzuJgb{3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+W zHS7ZqJhT80tzjQ{;GqS0Xbt;t)x*_ykACl;67SSQj~3veHGC&|;GqS0XbtdElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTP zhJCo|;p)3bzxPjxcj}=>3-HhyzLPxg&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0 zXbt->HWlExD7~2Oe60ht{wUJn+y0 zJhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaEx^t?)qXl?q4ZF?*4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60 zht{wUJn+y0JhX;=;DLu0;Gs3_!&MJg-#z-he@eVl4?S9dht}|&Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0 z&>HsPs)wuZ9{t`wCElrr9xcE_Yxqv`z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0 z;Gs3_0}nj301vHUA9&!Q1$bx;`>^d{>TcibzA5`oJ@jY+9$Le$^T0z3@X#9efd?L1 zfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4f}A_!_{|>e(#?W@6Zd?$I}p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0 zJhX;=*!D1Wx9@e|lzpcjdb9u!tzp-B;GqS0Xbtbpn3_fLs;>Y+yq@X#8*lRWUy0z9;aec*wI z7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjkUdziZ0_quP&zEcl9 zT7ZYvuZ>;n%xv;YsSVIQ_VOx^8!-8W_5sfQjdz(Z@;bsl(V0UlbzKJdUp z3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjRodbs-T(eM3J;+=Zv z(E>cQhVLW~JhT80tzjQ{;GqS0XbtsIPCfK!0UlbzcajGlT7ZYvun#=& z&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt~!p zM+@-K8g`ur9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90 zz(Z@;hpQg0zI*h0|CD&A9(uF@53S)l$pa59z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc; zT7ZYvun#=&&;mTPhJE0HhZf+WHSEK-hpD@LuluI#JN3|`1$bx;yUqg-Exz@)ZM<NkEx$Zr|&^Df>=6 z^k@MdTEnjMz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q z1$bx;`*796)pw76@1GLy)I*OJ;Gs2qCwbtZ1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;=xa#5RyGOtGPlFszJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExpbw#0z9;aec*wI7T}>Z>;n%xv;YsSVIO$l zp#^wo4g0_Y4=un$YuE=KcxVA0TEjkE^>Fpwqu=|d#5?uSqXl?q4c|!~cxVA0TEjl@ zz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUAGSSA-R*nbH)Y?c zhaN4!Lu=S|9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%x zv;YsSVIQt~xcctV@BLHaoqFie0z9;a?<5aAv;YsSVIO$lp#^wo4g0_Y4=un$YuE=K zcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wU+a9Lw_Py?#vhUPGj~3veHS9VMJhT80tzjQ{ z;GqS0Xbt){m^6}drzy0#-&;R}H_s^gH`Te&)KYsoB&)4(MumAkv G!~X%LgKT;L literal 0 HcmV?d00001 diff --git a/examples/benchmarking/solvers/matrices/nucleation/nucleii.npy b/examples/benchmarking/solvers/matrices/nucleation/nucleii.npy new file mode 100644 index 0000000000000000000000000000000000000000..7c8a2977f0681dc1fb745b5bc05f281e4affc6a9 GIT binary patch literal 128 zcmbR27wQ`j$;eQ~P_3SlTAW;@Zl$1ZlV+i=qoAIaUsO_*m=~X4l#&V(cT3DEP6dh= XXCxM+0{I#SIts>`ItsN4WCJb$SC1QR literal 0 HcmV?d00001 diff --git a/examples/benchmarking/solvers/matrices/nucleation/stats.txt b/examples/benchmarking/solvers/matrices/nucleation/stats.txt new file mode 100644 index 0000000000..696c842fe4 --- /dev/null +++ b/examples/benchmarking/solvers/matrices/nucleation/stats.txt @@ -0,0 +1,8 @@ +time fraction particle_count energy +0.000000000000000000e+00 0.000000000000000000e+00 0.000000000000000000e+00 0.000000000000000000e+00 +1.000000000000000000e+00 7.787893850988938382e-01 1.000000000000000000e+00 -1.200731599237977232e+00 +2.000000000000000000e+00 9.204674701543005266e-01 1.000000000000000000e+00 -1.788853759484110739e+00 +3.000000000000000000e+00 9.728601459004472263e-01 1.000000000000000000e+00 -1.873998013690458819e+00 +4.000000000000000000e+00 9.908841681548778979e-01 1.000000000000000000e+00 -1.884293480602667881e+00 +5.000000000000000000e+00 9.969537277831765909e-01 1.000000000000000000e+00 -1.885469705327980749e+00 +6.000000000000000000e+00 9.989837258798488495e-01 1.000000000000000000e+00 -1.885601556553371916e+00 diff --git a/examples/benchmarking/solvers/matrices/nucleation/t=0.0.npz b/examples/benchmarking/solvers/matrices/nucleation/t=0.0.npz new file mode 100644 index 0000000000000000000000000000000000000000..70bf870d093aea6ae0eb2f74c4d8545399e0f141 GIT binary patch literal 388 zcmWIWW@Zs#fB;2?qEPp221Xzch}juL7z#2n_3{cT85sn?LSSVeX&{*F7wQ`j$;eQ~ zP_3SlTAW;@Zl$1ZlV+i=qoAIaUsO_*m=~X4l#&V(cT3DEP6dh=XCxM+0{I#yItnJ5 zItsN4WCJdUD?ZpmXc&pk$0ZI^2cvPR!zKQ~KERuiNrV|!(82UEFf@R}3mT9C-mGjO NDMlbP1=5yaNdUC)F#7-i literal 0 HcmV?d00001 diff --git a/examples/benchmarking/solvers/matrices/nucleation/t=6.0.mtx b/examples/benchmarking/solvers/matrices/nucleation/t=6.0.mtx new file mode 100644 index 0000000000..3702d62933 --- /dev/null +++ b/examples/benchmarking/solvers/matrices/nucleation/t=6.0.mtx @@ -0,0 +1,43 @@ +%%MatrixMarket matrix coordinate real symmetric +% +16 16 40 +1 1 4.995199759383232e+00 +2 1 -1.000000000000000e+00 +5 1 -1.000000000000000e+00 +2 2 5.995053216322310e+00 +3 2 -1.000000000000000e+00 +6 2 -1.000000000000000e+00 +3 3 5.994910358226402e+00 +4 3 -1.000000000000000e+00 +7 3 -1.000000000000000e+00 +4 4 4.994744177869114e+00 +8 4 -1.000000000000000e+00 +5 5 5.995053216322310e+00 +6 5 -1.000000000000000e+00 +9 5 -1.000000000000000e+00 +6 6 6.995016768202705e+00 +7 6 -1.000000000000000e+00 +10 6 -1.000000000000000e+00 +7 7 6.994962923096017e+00 +8 7 -1.000000000000000e+00 +11 7 -1.000000000000000e+00 +8 8 5.994910358226401e+00 +12 8 -1.000000000000000e+00 +9 9 5.994910358226401e+00 +10 9 -1.000000000000000e+00 +13 9 -1.000000000000000e+00 +10 10 6.994962923096015e+00 +11 10 -1.000000000000000e+00 +14 10 -1.000000000000000e+00 +11 11 6.995016768202705e+00 +12 11 -1.000000000000000e+00 +15 11 -1.000000000000000e+00 +12 12 5.995053216322308e+00 +16 12 -1.000000000000000e+00 +13 13 4.994744177869112e+00 +14 13 -1.000000000000000e+00 +14 14 5.994910358226401e+00 +15 14 -1.000000000000000e+00 +15 15 5.995053216322309e+00 +16 15 -1.000000000000000e+00 +16 16 4.995199759383232e+00 diff --git a/examples/benchmarking/solvers/matrices/nucleation/t=6.0.npz b/examples/benchmarking/solvers/matrices/nucleation/t=6.0.npz new file mode 100644 index 0000000000000000000000000000000000000000..4c8e653cc033c84d5b984e1dbcc20fda3c464c91 GIT binary patch literal 388 zcmWIWW@Zs#fB;2?7g~%L7#M*(AZBL}VJOJR)XOWVWMmKk3xSn^q=8_vU#M?DBqKu^ zL$!KJYH@Orx|M>uO`3(ej)Hnxeo;wLVqScHQA#RE+$}MuI29;foRL_N3gl~;=qQ+I z>L}DIkPWzIndSI${&;VHpj1uo^!NAnp@wA(`haxtH6Ls0W(LhTLkW@Hj!#uapsFanVc;P8S5WPmp-8%U55 L2u*>sC0G&wSHExx literal 0 HcmV?d00001 diff --git a/examples/benchmarking/solvers/matrices/nucleation/t=6.0.rhs.npz b/examples/benchmarking/solvers/matrices/nucleation/t=6.0.rhs.npz new file mode 100644 index 0000000000000000000000000000000000000000..0c8c2f25c23e541e46e98e6d5f25c1c61ac823f2 GIT binary patch literal 388 zcmWIWW@Zs#fB;2?t{~a@42(b?5VJFgFcf7J>*W|K>FFkWj>SMu{*>-#Y1+ytC$BA_fL?t z%tcbS6sq1EDjo_|7Y^0;2x`tUsJbYqxFXcv0B=Sn5oTOL2MHq(*#HhNXg~&dv$BB% M8G+CgNLzv>0YbH5GXMYp literal 0 HcmV?d00001 From 1b6b6602624dbfd21ec1ecd1799667d739ddbe1a Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 27 Jan 2023 18:28:57 -0500 Subject: [PATCH 178/303] Tidy log configuration files --- .../benchmarking/solvers/{ => log_config}/compare_1st_config.json | 0 .../benchmarking/solvers/{ => log_config}/config_template.json | 0 examples/benchmarking/solvers/{ => log_config}/gpu_config.json | 0 examples/benchmarking/solvers/{ => log_config}/macos_config.json | 0 examples/benchmarking/solvers/{ => log_config}/serial_config.json | 0 5 files changed, 0 insertions(+), 0 deletions(-) rename examples/benchmarking/solvers/{ => log_config}/compare_1st_config.json (100%) rename examples/benchmarking/solvers/{ => log_config}/config_template.json (100%) rename examples/benchmarking/solvers/{ => log_config}/gpu_config.json (100%) rename examples/benchmarking/solvers/{ => log_config}/macos_config.json (100%) rename examples/benchmarking/solvers/{ => log_config}/serial_config.json (100%) diff --git a/examples/benchmarking/solvers/compare_1st_config.json b/examples/benchmarking/solvers/log_config/compare_1st_config.json similarity index 100% rename from examples/benchmarking/solvers/compare_1st_config.json rename to examples/benchmarking/solvers/log_config/compare_1st_config.json diff --git a/examples/benchmarking/solvers/config_template.json b/examples/benchmarking/solvers/log_config/config_template.json similarity index 100% rename from examples/benchmarking/solvers/config_template.json rename to examples/benchmarking/solvers/log_config/config_template.json diff --git a/examples/benchmarking/solvers/gpu_config.json b/examples/benchmarking/solvers/log_config/gpu_config.json similarity index 100% rename from examples/benchmarking/solvers/gpu_config.json rename to examples/benchmarking/solvers/log_config/gpu_config.json diff --git a/examples/benchmarking/solvers/macos_config.json b/examples/benchmarking/solvers/log_config/macos_config.json similarity index 100% rename from examples/benchmarking/solvers/macos_config.json rename to examples/benchmarking/solvers/log_config/macos_config.json diff --git a/examples/benchmarking/solvers/serial_config.json b/examples/benchmarking/solvers/log_config/serial_config.json similarity index 100% rename from examples/benchmarking/solvers/serial_config.json rename to examples/benchmarking/solvers/log_config/serial_config.json From 9bc35a618e63b80c5faa9a74b144a30a896673bb Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 27 Jan 2023 19:35:05 -0500 Subject: [PATCH 179/303] Downcase notebook name --- examples/benchmarking/solvers/{Analyze.ipynb => analyze.ipynb} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename examples/benchmarking/solvers/{Analyze.ipynb => analyze.ipynb} (100%) diff --git a/examples/benchmarking/solvers/Analyze.ipynb b/examples/benchmarking/solvers/analyze.ipynb similarity index 100% rename from examples/benchmarking/solvers/Analyze.ipynb rename to examples/benchmarking/solvers/analyze.ipynb From 1eb8b5826890498c5bbcb6dac426c795623a91d9 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sat, 28 Jan 2023 11:37:20 -0500 Subject: [PATCH 180/303] Tidy notebooks and scripts --- .../solvers/{log_config => codes/loggers}/compare_1st_config.json | 0 .../solvers/{log_config => codes/loggers}/config_template.json | 0 .../solvers/{log_config => codes/loggers}/gpu_config.json | 0 .../solvers/{log_config => codes/loggers}/macos_config.json | 0 .../solvers/{log_config => codes/loggers}/serial_config.json | 0 examples/benchmarking/solvers/{ => codes/notebooks}/analyze.ipynb | 0 .../benchmarking/solvers/{ => codes/notebooks}/diffusion.ipynb | 0 .../benchmarking/solvers/{ => codes/notebooks}/nucleation.ipynb | 0 examples/benchmarking/solvers/{ => codes/scripts}/diffusion.py | 0 examples/benchmarking/solvers/{ => codes/scripts}/dispatch.sh | 0 examples/benchmarking/solvers/{ => codes/scripts}/nucleation.py | 0 examples/benchmarking/solvers/{ => codes/scripts}/setup.sh | 0 12 files changed, 0 insertions(+), 0 deletions(-) rename examples/benchmarking/solvers/{log_config => codes/loggers}/compare_1st_config.json (100%) rename examples/benchmarking/solvers/{log_config => codes/loggers}/config_template.json (100%) rename examples/benchmarking/solvers/{log_config => codes/loggers}/gpu_config.json (100%) rename examples/benchmarking/solvers/{log_config => codes/loggers}/macos_config.json (100%) rename examples/benchmarking/solvers/{log_config => codes/loggers}/serial_config.json (100%) rename examples/benchmarking/solvers/{ => codes/notebooks}/analyze.ipynb (100%) rename examples/benchmarking/solvers/{ => codes/notebooks}/diffusion.ipynb (100%) rename examples/benchmarking/solvers/{ => codes/notebooks}/nucleation.ipynb (100%) rename examples/benchmarking/solvers/{ => codes/scripts}/diffusion.py (100%) rename examples/benchmarking/solvers/{ => codes/scripts}/dispatch.sh (100%) rename examples/benchmarking/solvers/{ => codes/scripts}/nucleation.py (100%) rename examples/benchmarking/solvers/{ => codes/scripts}/setup.sh (100%) diff --git a/examples/benchmarking/solvers/log_config/compare_1st_config.json b/examples/benchmarking/solvers/codes/loggers/compare_1st_config.json similarity index 100% rename from examples/benchmarking/solvers/log_config/compare_1st_config.json rename to examples/benchmarking/solvers/codes/loggers/compare_1st_config.json diff --git a/examples/benchmarking/solvers/log_config/config_template.json b/examples/benchmarking/solvers/codes/loggers/config_template.json similarity index 100% rename from examples/benchmarking/solvers/log_config/config_template.json rename to examples/benchmarking/solvers/codes/loggers/config_template.json diff --git a/examples/benchmarking/solvers/log_config/gpu_config.json b/examples/benchmarking/solvers/codes/loggers/gpu_config.json similarity index 100% rename from examples/benchmarking/solvers/log_config/gpu_config.json rename to examples/benchmarking/solvers/codes/loggers/gpu_config.json diff --git a/examples/benchmarking/solvers/log_config/macos_config.json b/examples/benchmarking/solvers/codes/loggers/macos_config.json similarity index 100% rename from examples/benchmarking/solvers/log_config/macos_config.json rename to examples/benchmarking/solvers/codes/loggers/macos_config.json diff --git a/examples/benchmarking/solvers/log_config/serial_config.json b/examples/benchmarking/solvers/codes/loggers/serial_config.json similarity index 100% rename from examples/benchmarking/solvers/log_config/serial_config.json rename to examples/benchmarking/solvers/codes/loggers/serial_config.json diff --git a/examples/benchmarking/solvers/analyze.ipynb b/examples/benchmarking/solvers/codes/notebooks/analyze.ipynb similarity index 100% rename from examples/benchmarking/solvers/analyze.ipynb rename to examples/benchmarking/solvers/codes/notebooks/analyze.ipynb diff --git a/examples/benchmarking/solvers/diffusion.ipynb b/examples/benchmarking/solvers/codes/notebooks/diffusion.ipynb similarity index 100% rename from examples/benchmarking/solvers/diffusion.ipynb rename to examples/benchmarking/solvers/codes/notebooks/diffusion.ipynb diff --git a/examples/benchmarking/solvers/nucleation.ipynb b/examples/benchmarking/solvers/codes/notebooks/nucleation.ipynb similarity index 100% rename from examples/benchmarking/solvers/nucleation.ipynb rename to examples/benchmarking/solvers/codes/notebooks/nucleation.ipynb diff --git a/examples/benchmarking/solvers/diffusion.py b/examples/benchmarking/solvers/codes/scripts/diffusion.py similarity index 100% rename from examples/benchmarking/solvers/diffusion.py rename to examples/benchmarking/solvers/codes/scripts/diffusion.py diff --git a/examples/benchmarking/solvers/dispatch.sh b/examples/benchmarking/solvers/codes/scripts/dispatch.sh similarity index 100% rename from examples/benchmarking/solvers/dispatch.sh rename to examples/benchmarking/solvers/codes/scripts/dispatch.sh diff --git a/examples/benchmarking/solvers/nucleation.py b/examples/benchmarking/solvers/codes/scripts/nucleation.py similarity index 100% rename from examples/benchmarking/solvers/nucleation.py rename to examples/benchmarking/solvers/codes/scripts/nucleation.py diff --git a/examples/benchmarking/solvers/setup.sh b/examples/benchmarking/solvers/codes/scripts/setup.sh similarity index 100% rename from examples/benchmarking/solvers/setup.sh rename to examples/benchmarking/solvers/codes/scripts/setup.sh From b2611688b009358cdfc3bd77da25acfb8d82a7e0 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 2 Feb 2023 22:53:01 -0500 Subject: [PATCH 181/303] Add README and file descriptions --- examples/benchmarking/solvers/.info | 6 ++ examples/benchmarking/solvers/README.md | 100 +++++++++++++++++++ examples/benchmarking/solvers/codes/.info | 6 ++ examples/benchmarking/solvers/matrices/.info | 6 ++ 4 files changed, 118 insertions(+) create mode 100644 examples/benchmarking/solvers/.info create mode 100644 examples/benchmarking/solvers/README.md create mode 100644 examples/benchmarking/solvers/codes/.info create mode 100644 examples/benchmarking/solvers/matrices/.info diff --git a/examples/benchmarking/solvers/.info b/examples/benchmarking/solvers/.info new file mode 100644 index 0000000000..bd2532bdc6 --- /dev/null +++ b/examples/benchmarking/solvers/.info @@ -0,0 +1,6 @@ +README.md + Description of `examples/benchmarking/solvers/`. +codes + Runnable programs +matrices + Data used by notebooks diff --git a/examples/benchmarking/solvers/README.md b/examples/benchmarking/solvers/README.md new file mode 100644 index 0000000000..679dcfec41 --- /dev/null +++ b/examples/benchmarking/solvers/README.md @@ -0,0 +1,100 @@ +Timing and solver convergence info developed while working on #701 (Add +support for PETSc solvers) + + +--------------------- +DATA & FILE OVERVIEW +--------------------- + +``` +./ +├── README.md +│ { Description of `examples/benchmarking/solvers/`. +├── codes/ +│ { Runnable programs +│ ├── loggers/ +│ │ { Python logging configuration files. +│ ├── notebooks/ +│ │ { [Jupyter](https://jupyter.org/) notebook files. +│ └── scripts/ +│ { Python and bash programs. +└── matrices/ + ├── diffusion/ + │ { Simulation results from `codes/scripts/diffusion.py`. + ├── initial_conditions/ + │ { Restart data for generating illustrative results. + └── nucleation/ + { Simulation results from `codes/scripts/nucleation.py`. +``` + +(generated with `tree -FL 2 --info --filesfirst .`) + +------------------------------------ +DATA-SPECIFIC INFORMATION FOR: .info +------------------------------------ + +[`tree` command file comment file](https://en.wikipedia.org/wiki/Tree_(command))-formatted text. + +-------------------------------------- +DATA-SPECIFIC INFORMATION FOR: *.ipynb +-------------------------------------- + +[Jupyter notebook](https://nbformat.readthedocs.io/en/latest/format_description.html#notebook-file-format)-formatted +text. + +------------------------------------- +DATA-SPECIFIC INFORMATION FOR: *.json +------------------------------------- + +[JavaScript Object Notation](https://www.json.org/)-formatted text. + +----------------------------------- +DATA-SPECIFIC INFORMATION FOR: *.md +----------------------------------- + +[Markdown](https://daringfireball.net/projects/markdown/)-formatted text. + +------------------------------------ +DATA-SPECIFIC INFORMATION FOR: *.npy +------------------------------------ + +[NumPy array](https://numpy.org/doc/stable/reference/generated/numpy.lib.format.html#module-numpy.lib.format)-formatted +binary. + +------------------------------------ +DATA-SPECIFIC INFORMATION FOR: *.npz +------------------------------------ + +A [NumPy zipped archive of files](https://numpy.org/doc/stable/reference/generated/numpy.savez.html) +named after the variables they contain. The archive is not compressed and +each file in the archive contains one variable in +[`.npy`](https://numpy.org/doc/stable/reference/generated/numpy.lib.format.html#module-numpy.lib.format) +format. + +------------------------------------ +DATA-SPECIFIC INFORMATION FOR: *.mtx +------------------------------------ + +[Matrix Market](https://math.nist.gov/MatrixMarket/formats.html)-formatted +text. + +----------------------------------- +DATA-SPECIFIC INFORMATION FOR: *.py +----------------------------------- + +[Python code](https://python.org)-formatted text. + +----------------------------------- +DATA-SPECIFIC INFORMATION FOR: *.sh +----------------------------------- + +[Bash script](https://en.wikipedia.org/wiki/Bash_(Unix_shell))-formatted text. + +------------------------------------ +DATA-SPECIFIC INFORMATION FOR: *.csv +------------------------------------ + +Should be `.tsv` or `.csv`? + +[Comma-separated value](https://en.wikipedia.org/wiki/Comma-separated_values)-formatted +delimited text. diff --git a/examples/benchmarking/solvers/codes/.info b/examples/benchmarking/solvers/codes/.info new file mode 100644 index 0000000000..b9f7020927 --- /dev/null +++ b/examples/benchmarking/solvers/codes/.info @@ -0,0 +1,6 @@ +loggers + Python logging configuration files. +notebooks + [Jupyter](https://jupyter.org/) notebook files. +scripts + Python and bash programs. diff --git a/examples/benchmarking/solvers/matrices/.info b/examples/benchmarking/solvers/matrices/.info new file mode 100644 index 0000000000..011f32ac79 --- /dev/null +++ b/examples/benchmarking/solvers/matrices/.info @@ -0,0 +1,6 @@ +diffusion + Simulation results from `codes/scripts/diffusion.py`. +initial_conditions + Restart data for generating illustrative results. +nucleation + Simulation results from `codes/scripts/nucleation.py`. From c06d518ce1162d29648ebd24a90759970252ce8c Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 8 Sep 2023 10:53:19 -0400 Subject: [PATCH 182/303] Migrated solver benchmarking to separate solvers_and_timings repo --- examples/benchmarking/solvers/.info | 6 - examples/benchmarking/solvers/README.md | 100 - examples/benchmarking/solvers/codes/.info | 6 - .../codes/loggers/compare_1st_config.json | 21 - .../codes/loggers/config_template.json | 21 - .../solvers/codes/loggers/gpu_config.json | 21 - .../solvers/codes/loggers/macos_config.json | 21 - .../solvers/codes/loggers/serial_config.json | 21 - .../solvers/codes/notebooks/analyze.ipynb | 3108 ----------------- .../solvers/codes/notebooks/diffusion.ipynb | 748 ---- .../solvers/codes/notebooks/nucleation.ipynb | 992 ------ .../solvers/codes/scripts/diffusion.py | 345 -- .../solvers/codes/scripts/dispatch.sh | 152 - .../solvers/codes/scripts/nucleation.py | 581 --- .../solvers/codes/scripts/setup.sh | 82 - examples/benchmarking/solvers/matrices/.info | 6 - .../solvers/matrices/diffusion/t=0.0.npz | Bin 388 -> 0 bytes .../solvers/matrices/diffusion/t=1.0.mtx | 43 - .../solvers/matrices/diffusion/t=1.0.npz | Bin 388 -> 0 bytes .../solvers/matrices/diffusion/t=1.0.rhs.npz | Bin 388 -> 0 bytes .../initial_conditions/diffusion/t=0.0.npz | Bin 8000260 -> 0 bytes .../initial_conditions/nucleation/nucleii.npy | Bin 128 -> 0 bytes .../initial_conditions/nucleation/stats.txt | 2 - .../initial_conditions/nucleation/t=0.0.npz | Bin 8000260 -> 0 bytes .../solvers/matrices/nucleation/nucleii.npy | Bin 128 -> 0 bytes .../solvers/matrices/nucleation/stats.txt | 8 - .../solvers/matrices/nucleation/t=0.0.npz | Bin 388 -> 0 bytes .../solvers/matrices/nucleation/t=6.0.mtx | 43 - .../solvers/matrices/nucleation/t=6.0.npz | Bin 388 -> 0 bytes .../solvers/matrices/nucleation/t=6.0.rhs.npz | Bin 388 -> 0 bytes 30 files changed, 6327 deletions(-) delete mode 100644 examples/benchmarking/solvers/.info delete mode 100644 examples/benchmarking/solvers/README.md delete mode 100644 examples/benchmarking/solvers/codes/.info delete mode 100644 examples/benchmarking/solvers/codes/loggers/compare_1st_config.json delete mode 100644 examples/benchmarking/solvers/codes/loggers/config_template.json delete mode 100644 examples/benchmarking/solvers/codes/loggers/gpu_config.json delete mode 100644 examples/benchmarking/solvers/codes/loggers/macos_config.json delete mode 100644 examples/benchmarking/solvers/codes/loggers/serial_config.json delete mode 100644 examples/benchmarking/solvers/codes/notebooks/analyze.ipynb delete mode 100644 examples/benchmarking/solvers/codes/notebooks/diffusion.ipynb delete mode 100644 examples/benchmarking/solvers/codes/notebooks/nucleation.ipynb delete mode 100644 examples/benchmarking/solvers/codes/scripts/diffusion.py delete mode 100644 examples/benchmarking/solvers/codes/scripts/dispatch.sh delete mode 100644 examples/benchmarking/solvers/codes/scripts/nucleation.py delete mode 100755 examples/benchmarking/solvers/codes/scripts/setup.sh delete mode 100644 examples/benchmarking/solvers/matrices/.info delete mode 100644 examples/benchmarking/solvers/matrices/diffusion/t=0.0.npz delete mode 100644 examples/benchmarking/solvers/matrices/diffusion/t=1.0.mtx delete mode 100644 examples/benchmarking/solvers/matrices/diffusion/t=1.0.npz delete mode 100644 examples/benchmarking/solvers/matrices/diffusion/t=1.0.rhs.npz delete mode 100644 examples/benchmarking/solvers/matrices/initial_conditions/diffusion/t=0.0.npz delete mode 100644 examples/benchmarking/solvers/matrices/initial_conditions/nucleation/nucleii.npy delete mode 100644 examples/benchmarking/solvers/matrices/initial_conditions/nucleation/stats.txt delete mode 100644 examples/benchmarking/solvers/matrices/initial_conditions/nucleation/t=0.0.npz delete mode 100644 examples/benchmarking/solvers/matrices/nucleation/nucleii.npy delete mode 100644 examples/benchmarking/solvers/matrices/nucleation/stats.txt delete mode 100644 examples/benchmarking/solvers/matrices/nucleation/t=0.0.npz delete mode 100644 examples/benchmarking/solvers/matrices/nucleation/t=6.0.mtx delete mode 100644 examples/benchmarking/solvers/matrices/nucleation/t=6.0.npz delete mode 100644 examples/benchmarking/solvers/matrices/nucleation/t=6.0.rhs.npz diff --git a/examples/benchmarking/solvers/.info b/examples/benchmarking/solvers/.info deleted file mode 100644 index bd2532bdc6..0000000000 --- a/examples/benchmarking/solvers/.info +++ /dev/null @@ -1,6 +0,0 @@ -README.md - Description of `examples/benchmarking/solvers/`. -codes - Runnable programs -matrices - Data used by notebooks diff --git a/examples/benchmarking/solvers/README.md b/examples/benchmarking/solvers/README.md deleted file mode 100644 index 679dcfec41..0000000000 --- a/examples/benchmarking/solvers/README.md +++ /dev/null @@ -1,100 +0,0 @@ -Timing and solver convergence info developed while working on #701 (Add -support for PETSc solvers) - - ---------------------- -DATA & FILE OVERVIEW ---------------------- - -``` -./ -├── README.md -│ { Description of `examples/benchmarking/solvers/`. -├── codes/ -│ { Runnable programs -│ ├── loggers/ -│ │ { Python logging configuration files. -│ ├── notebooks/ -│ │ { [Jupyter](https://jupyter.org/) notebook files. -│ └── scripts/ -│ { Python and bash programs. -└── matrices/ - ├── diffusion/ - │ { Simulation results from `codes/scripts/diffusion.py`. - ├── initial_conditions/ - │ { Restart data for generating illustrative results. - └── nucleation/ - { Simulation results from `codes/scripts/nucleation.py`. -``` - -(generated with `tree -FL 2 --info --filesfirst .`) - ------------------------------------- -DATA-SPECIFIC INFORMATION FOR: .info ------------------------------------- - -[`tree` command file comment file](https://en.wikipedia.org/wiki/Tree_(command))-formatted text. - --------------------------------------- -DATA-SPECIFIC INFORMATION FOR: *.ipynb --------------------------------------- - -[Jupyter notebook](https://nbformat.readthedocs.io/en/latest/format_description.html#notebook-file-format)-formatted -text. - -------------------------------------- -DATA-SPECIFIC INFORMATION FOR: *.json -------------------------------------- - -[JavaScript Object Notation](https://www.json.org/)-formatted text. - ------------------------------------ -DATA-SPECIFIC INFORMATION FOR: *.md ------------------------------------ - -[Markdown](https://daringfireball.net/projects/markdown/)-formatted text. - ------------------------------------- -DATA-SPECIFIC INFORMATION FOR: *.npy ------------------------------------- - -[NumPy array](https://numpy.org/doc/stable/reference/generated/numpy.lib.format.html#module-numpy.lib.format)-formatted -binary. - ------------------------------------- -DATA-SPECIFIC INFORMATION FOR: *.npz ------------------------------------- - -A [NumPy zipped archive of files](https://numpy.org/doc/stable/reference/generated/numpy.savez.html) -named after the variables they contain. The archive is not compressed and -each file in the archive contains one variable in -[`.npy`](https://numpy.org/doc/stable/reference/generated/numpy.lib.format.html#module-numpy.lib.format) -format. - ------------------------------------- -DATA-SPECIFIC INFORMATION FOR: *.mtx ------------------------------------- - -[Matrix Market](https://math.nist.gov/MatrixMarket/formats.html)-formatted -text. - ------------------------------------ -DATA-SPECIFIC INFORMATION FOR: *.py ------------------------------------ - -[Python code](https://python.org)-formatted text. - ------------------------------------ -DATA-SPECIFIC INFORMATION FOR: *.sh ------------------------------------ - -[Bash script](https://en.wikipedia.org/wiki/Bash_(Unix_shell))-formatted text. - ------------------------------------- -DATA-SPECIFIC INFORMATION FOR: *.csv ------------------------------------- - -Should be `.tsv` or `.csv`? - -[Comma-separated value](https://en.wikipedia.org/wiki/Comma-separated_values)-formatted -delimited text. diff --git a/examples/benchmarking/solvers/codes/.info b/examples/benchmarking/solvers/codes/.info deleted file mode 100644 index b9f7020927..0000000000 --- a/examples/benchmarking/solvers/codes/.info +++ /dev/null @@ -1,6 +0,0 @@ -loggers - Python logging configuration files. -notebooks - [Jupyter](https://jupyter.org/) notebook files. -scripts - Python and bash programs. diff --git a/examples/benchmarking/solvers/codes/loggers/compare_1st_config.json b/examples/benchmarking/solvers/codes/loggers/compare_1st_config.json deleted file mode 100644 index 2ae616f6ff..0000000000 --- a/examples/benchmarking/solvers/codes/loggers/compare_1st_config.json +++ /dev/null @@ -1,21 +0,0 @@ -{ - "version": 1, - "formatters": { - "default": { - "format": "%(asctime)s | %(levelname)s | %(name)s | %(funcName)s | %(message)s" - } - }, - "handlers": { - "serialfile": { - "class": "logging.FileHandler", - "formatter": "default", - "filename": "examples/benchmarking/solvers/compare_1st.log" - } - }, - "loggers": { - "fipy": { - "level": "DEBUG", - "handlers": ["serialfile"] - } - } -} diff --git a/examples/benchmarking/solvers/codes/loggers/config_template.json b/examples/benchmarking/solvers/codes/loggers/config_template.json deleted file mode 100644 index e1c4744568..0000000000 --- a/examples/benchmarking/solvers/codes/loggers/config_template.json +++ /dev/null @@ -1,21 +0,0 @@ -{ - "version": 1, - "formatters": { - "default": { - "format": "%(asctime)s | %(levelname)s | %(name)s | %(funcName)s | %(message)s" - } - }, - "handlers": { - "serialfile": { - "class": "logging.FileHandler", - "formatter": "default", - "filename": "%LOGFILE%" - } - }, - "loggers": { - "fipy": { - "level": "DEBUG", - "handlers": ["serialfile"] - } - } -} diff --git a/examples/benchmarking/solvers/codes/loggers/gpu_config.json b/examples/benchmarking/solvers/codes/loggers/gpu_config.json deleted file mode 100644 index bbcf0fbe7c..0000000000 --- a/examples/benchmarking/solvers/codes/loggers/gpu_config.json +++ /dev/null @@ -1,21 +0,0 @@ -{ - "version": 1, - "formatters": { - "default": { - "format": "%(asctime)s | %(levelname)s | %(name)s | %(funcName)s | %(message)s" - } - }, - "handlers": { - "serialfile": { - "class": "logging.FileHandler", - "formatter": "default", - "filename": "examples/benchmarking/solvers/gpu.log" - } - }, - "loggers": { - "fipy": { - "level": "DEBUG", - "handlers": ["serialfile"] - } - } -} diff --git a/examples/benchmarking/solvers/codes/loggers/macos_config.json b/examples/benchmarking/solvers/codes/loggers/macos_config.json deleted file mode 100644 index c9674109f9..0000000000 --- a/examples/benchmarking/solvers/codes/loggers/macos_config.json +++ /dev/null @@ -1,21 +0,0 @@ -{ - "version": 1, - "formatters": { - "default": { - "format": "%(asctime)s | %(levelname)s | %(name)s | %(funcName)s | %(message)s" - } - }, - "handlers": { - "serialfile": { - "class": "logging.FileHandler", - "formatter": "default", - "filename": "examples/benchmarking/solvers/macos.log" - } - }, - "loggers": { - "fipy": { - "level": "DEBUG", - "handlers": ["serialfile"] - } - } -} diff --git a/examples/benchmarking/solvers/codes/loggers/serial_config.json b/examples/benchmarking/solvers/codes/loggers/serial_config.json deleted file mode 100644 index 1e71db3f22..0000000000 --- a/examples/benchmarking/solvers/codes/loggers/serial_config.json +++ /dev/null @@ -1,21 +0,0 @@ -{ - "version": 1, - "formatters": { - "default": { - "format": "%(asctime)s | %(levelname)s | %(name)s | %(funcName)s | %(message)s" - } - }, - "handlers": { - "serialfile": { - "class": "logging.FileHandler", - "formatter": "default", - "filename": "examples/benchmarking/solvers/solver.log" - } - }, - "loggers": { - "fipy": { - "level": "DEBUG", - "handlers": ["serialfile"] - } - } -} diff --git a/examples/benchmarking/solvers/codes/notebooks/analyze.ipynb b/examples/benchmarking/solvers/codes/notebooks/analyze.ipynb deleted file mode 100644 index 0b765d6448..0000000000 --- a/examples/benchmarking/solvers/codes/notebooks/analyze.ipynb +++ /dev/null @@ -1,3108 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "b6593036-4413-4329-8775-abfd97390a4b", - "metadata": {}, - "source": [ - "# Harmonizing and Benchmarking FiPy's Solver Suites" - ] - }, - { - "cell_type": "markdown", - "id": "60d7c090-3609-4179-87b1-d1284489aa7d", - "metadata": { - "tags": [] - }, - "source": [ - "## What's the problem?" - ] - }, - { - "cell_type": "markdown", - "id": "1bd37954-9534-4a7c-a9ad-5407a14c0ede", - "metadata": {}, - "source": [ - "FiPy relies on 3rd party packages for linear solving:\n", - "- PySparse (serial, Python 2.7 only)\n", - "- SciPy (serial)\n", - "- PyTrilinos (MPI parallel)\n", - "- petsc4py (MPI parallel)\n", - "- pyamgx (GPU (CPU serial))" - ] - }, - { - "cell_type": "markdown", - "id": "f159291f-8823-4ff6-ac3f-2b46bb84e0c5", - "metadata": {}, - "source": [ - "**Q:** Why do we still support PySparse?\n", - "- [Python 3 came out 14 years ago](https://docs.python.org/release/3.0/)\n", - "- [Python 2.7 was declared officially end of life on January 1st (April 20th), 2020](https://www.python.org/doc/sunset-python-2/)\n", - "- [PySparse was abandoned by it's author in 2010](https://sourceforge.net/p/pysparse/git/ci/0bd1d8da1ffc4a0d3e2abc457ccc2ca9cb44ccba/log/?path=)\n", - "\n", - "**A:** It's *fast* (at least we think so...) and many FiPy users (Windows) can't take advantage of MPI parallelism\n", - "\n", - "**A':** How do we know?\n", - "\n", - "**A'':** And compared to what?" - ] - }, - { - "cell_type": "markdown", - "id": "9851bb41-4ff6-4e0c-b15b-65c3e6e85b4c", - "metadata": { - "tags": [] - }, - "source": [ - "## Approach" - ] - }, - { - "cell_type": "markdown", - "id": "0e2655fe-aaa9-409d-a978-bd96de0ee50d", - "metadata": {}, - "source": [ - "- Ensure that all solver suites are doing the same thing (*i.e.*, what do \"tolerance\" and \"residual\" mean?)\n", - "- Compare widest combinations of solvers and preconditioners in *serial*\n", - "\n", - " (PySparse is serial-only and the question is whether we need to continue supporting PySparse)\n", - "- Choose benchmark problems that illuminate the effect of solver choice and system size and not artifacts of length scale or incubation time" - ] - }, - { - "cell_type": "markdown", - "id": "151cf58e-c7ce-46e0-ba99-78393f916eb9", - "metadata": { - "tags": [] - }, - "source": [ - "## Code" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "01973cc4-abe8-4eba-a586-0e680bce7349", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "datapath = \"../../../../solvers_and_timings/results\"" - ] - }, - { - "cell_type": "markdown", - "id": "eb39f7fe-5e2a-4d07-ba67-7649c8eacbe8", - "metadata": { - "tags": [] - }, - "source": [ - "### imports" - ] - }, - { - "cell_type": "code", - "execution_count": 102, - "id": "10cb75b9-d1a2-4ddc-90bf-68a382e059c4", - "metadata": {}, - "outputs": [], - "source": [ - "import collections\n", - "import glob\n", - "import json\n", - "import os\n", - "import uuid\n", - "\n", - "import numpy as np\n", - "import matplotlib as mpl\n", - "import matplotlib.pyplot as plt\n", - "from matplotlib import colors\n", - "from matplotlib.lines import Line2D\n", - "from matplotlib.legend import Legend\n", - "import pandas as pd\n", - "from scipy import ndimage\n", - "\n", - "import fipy as fp" - ] - }, - { - "cell_type": "markdown", - "id": "37d1b116-ff9f-4fda-916f-f273b38739cd", - "metadata": { - "jp-MarkdownHeadingCollapsed": true, - "tags": [], - "toc-hr-collapsed": true - }, - "source": [ - "### utilities" - ] - }, - { - "cell_type": "markdown", - "id": "1318e04d-5712-463b-8ea9-5826ddf1915c", - "metadata": {}, - "source": [ - "### I/O" - ] - }, - { - "cell_type": "markdown", - "id": "5cec649e-6bc2-44ed-a0ef-2d99903292b7", - "metadata": { - "jp-MarkdownHeadingCollapsed": true, - "tags": [] - }, - "source": [ - "#### logs" - ] - }, - { - "cell_type": "code", - "execution_count": 103, - "id": "2f9b52f9-53f1-478b-8eea-a4c83f7d13c5", - "metadata": {}, - "outputs": [], - "source": [ - "def read_events(fname):\n", - " success_statuses = ['KSP_CONVERGED_RTOL', 'SCIPY_SUCCESS', 'AZ_normal', \n", - " 'KSP_CONVERGED_ITS', 'KSP_CONVERGED_RTOL', \n", - " 'Pysparse_CONVERGED_RTOL', 'AMGX_SOLVE_SUCCESS']\n", - " events = []\n", - " state = {}\n", - " versions = {}\n", - "\n", - " with open(fname, 'r') as f:\n", - " begin_time = np.nan\n", - " solve_time = np.nan\n", - " simulation_id = np.nan\n", - " for line in f:\n", - " entries = line.split(\"|\")\n", - " # Python version uses '|', too\n", - " entries = entries[:4] + [\"|\".join(entries[4:])]\n", - "\n", - " (time_stamp,\n", - " level,\n", - " logger,\n", - " function,\n", - " msg) = [s.strip() for s in entries]\n", - "\n", - " if (logger, function) == (\"fipy.solvers\", \"\"):\n", - " pass\n", - " elif (level, logger, function) == (\"DEBUG\", \"fipy\", \"\"):\n", - " versions = json.loads(msg)\n", - " # # fix name collision\n", - " # versions[\"package\"][\"solver_suite\"] = versions[\"package\"][\"solver\"]\n", - " # del versions[\"package\"][\"solver\"]\n", - " elif (level, logger, function) == (\"INFO\", \"fipy\", \"\"):\n", - " # obsolete log format\n", - " versions = {\"package\": json.loads(msg)}\n", - " elif (level, function) == (\"DEBUG\", \"\"):\n", - " if msg.startswith(\"result stored in\"):\n", - " continue\n", - " state = json.loads(msg)\n", - " state[\"logfile\"] = fname\n", - " state[\"time_stamp\"] = time_stamp\n", - " state[\"solver_class\"] = logger.split('.')[-1]\n", - " state[\"solve_time\"] = str(solve_time)\n", - " if state[\"state\"] == \"START\":\n", - " # create unique id for each simulation run\n", - " simulation_id = uuid.uuid4()\n", - " converged = False\n", - " state[\"simulation_id\"] = simulation_id\n", - " state[\"converged\"] = converged\n", - " state.update(versions)\n", - " events.append(state.copy())\n", - " elif (level, function) == (\"DEBUG\", \"_setConvergence\"):\n", - " state[\"state\"] = \"SWEEP\"\n", - " event = json.loads(msg)\n", - " event.update(state.copy())\n", - " event[\"time_stamp\"] = time_stamp\n", - " event[\"solver_class\"] = logger.split('.')[-1]\n", - " event[\"solve_time\"] = str(solve_time)\n", - " converged = event[\"status_name\"] in success_statuses\n", - " events.append(event)\n", - " solve_time = np.nan\n", - " elif (level, function) == (\"DEBUG\", \"_solve_\"):\n", - " if msg == \"BEGIN solve\":\n", - " begin_time = pd.to_datetime(time_stamp)\n", - " solve_time = np.nan\n", - " elif msg == \"END solve\":\n", - " solve_time = pd.to_datetime(time_stamp) - begin_time\n", - " begin_time = np.nan\n", - "\n", - " return events\n", - "\n", - "def events2df(events):\n", - " df = pd.json_normalize(events)\n", - " df[\"time_stamp\"] = pd.to_datetime(df[\"time_stamp\"])\n", - " df[\"solve_time\"] = pd.to_timedelta(df[\"solve_time\"]) \n", - " df.loc[df[\"preconditioner\"].isna()\n", - " | (df[\"preconditioner\"] == \"NoneType\"), \"preconditioner\"] = \"unpreconditioned\"\n", - "\n", - " return df\n", - "\n", - "def extract_total_times(df):\n", - " solve_time = df.groupby(\"simulation_id\")[\"solve_time\"].sum()\n", - " \n", - " df2 = df[df[\"state\"].isin([\"START\", \"END\"])].copy()\n", - " df2[\"time_delta\"] = df2[\"time_stamp\"].diff()\n", - " df2 = df2[df2[\"state\"] == \"END\"].set_index(\"simulation_id\")\n", - " df2[\"solve_time\"] = solve_time\n", - " \n", - " df2[\"elapsed_seconds\"] = df2[\"time_delta\"] / pd.Timedelta(\"00:00:01\")\n", - " df2[\"solve_seconds\"] = df2[\"solve_time\"] / pd.Timedelta(\"00:00:01\")\n", - "\n", - " return df2.sort_values(\"numberOfElements\")\n", - "\n", - "def extract_sweep_times(df):\n", - " df2 = df.copy()\n", - " df2[\"time_delta\"] = df[\"time_stamp\"].diff()\n", - " df2[\"elapsed_seconds\"] = df2[\"time_delta\"] / pd.Timedelta(\"00:00:01\")\n", - "\n", - " return df2[~df2[\"state\"].isin([\"START\", \"END\"])]" - ] - }, - { - "cell_type": "markdown", - "id": "2317c5d4-e712-47f5-9a74-7ae40b9a5b78", - "metadata": { - "jp-MarkdownHeadingCollapsed": true, - "tags": [] - }, - "source": [ - "#### data files" - ] - }, - { - "cell_type": "code", - "execution_count": 104, - "id": "c0ae7091-11a1-4808-a925-b542cb1f3b77", - "metadata": {}, - "outputs": [], - "source": [ - "def read_tsv(tsv):\n", - " x, y, v = np.loadtxt(tsv, skiprows=1, unpack=True)\n", - " N = int(np.sqrt(len(x)))\n", - " return [field.reshape((N,N)) for field in (x, y, v)] + [N]\n", - "\n", - "def read_npz(npz):\n", - " data = np.load(npz)\n", - " return data[\"x\"], data[\"y\"], data[\"value\"], data[\"value\"].shape[0]\n", - "\n", - "def tsv2npz(tsv):\n", - " x, y, v, N = read_tsv(tsv)\n", - " np.savez(os.path.splitext(tsv)[0], x=x, y=y, value=v)" - ] - }, - { - "cell_type": "code", - "execution_count": 105, - "id": "8ee89f97-3454-40cf-90ba-2d9928ada440", - "metadata": {}, - "outputs": [], - "source": [ - "def load_field(record, fname, key):\n", - " \"\"\"Load and intorpolate `path2` to resolution of `path1`\n", - " \n", - " Parameters\n", - " ----------\n", - " record : pd.Series\n", - " Pandas Series with information about particular results to load.\n", - " fname : str\n", - " Name of `.npz` file containing x-coordinates, y-coordinates, and values\n", - " to load from directory hierarchy determined by \"logfile\",\n", - " \"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"\n", - " fields in `record`.\n", - " key : str\n", - " Designation of the field of interest within `fname`.\n", - "\n", - " Returns\n", - " -------\n", - " field : ndarray\n", - " 2D array of values.\n", - " \"\"\"\n", - " preconditioner = record[\"preconditioner\"]\n", - " if preconditioner == \"unpreconditioned\":\n", - " preconditioner = \"NoneType\"\n", - "\n", - " path = os.path.join(os.path.dirname(record[\"logfile\"]),\n", - " record[\"package.solver\"], record[\"solver_class\"],\n", - " preconditioner, str(record[\"numberOfElements\"]),\n", - " fname)\n", - "\n", - " try:\n", - " with np.load(path) as data:\n", - " field = data[key]\n", - " except:\n", - " field = None\n", - "\n", - " return field" - ] - }, - { - "cell_type": "markdown", - "id": "6d5ee41e-68a6-4cb8-8088-993329dfe482", - "metadata": { - "jp-MarkdownHeadingCollapsed": true, - "tags": [] - }, - "source": [ - "### plot scaling" - ] - }, - { - "cell_type": "code", - "execution_count": 106, - "id": "1663a78e-be26-47ad-bf6a-197ca146e04a", - "metadata": {}, - "outputs": [], - "source": [ - "def plot_all(df, color_by_suite=True,\n", - " by=[\"package.solver\", \"solver_class\", \"preconditioner\"],\n", - " solve_time=False):\n", - " color_map = {\n", - " 'no-pysparse': 'red',\n", - " 'trilinos': 'red',\n", - " 'petsc': 'blue',\n", - " 'scipy': 'green',\n", - " 'pysparse': 'orange',\n", - " 'pyamgx': 'cyan'\n", - " }\n", - " \n", - " fig, ax = plt.subplots(figsize=(8,6))\n", - " groups = df.groupby(by + [\"numberOfElements\"])\n", - " groups = groups.agg(converged=(\"converged\", \"all\"),\n", - " elapsed_count=(\"elapsed_seconds\", \"count\"),\n", - " elapsed_mean=(\"elapsed_seconds\", \"mean\"),\n", - " elapsed_std=(\"elapsed_seconds\", \"std\"),\n", - " solve_count=(\"solve_seconds\", \"count\"),\n", - " solve_mean=(\"solve_seconds\", \"mean\"),\n", - " solve_std=(\"solve_seconds\", \"std\")).reset_index()\n", - " groups = groups.groupby(by)\n", - " for key, group in groups:\n", - " if color_by_suite:\n", - " color = color_map[key[0]]\n", - " group.mask(~group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"elapsed_mean\", loglog=True,\n", - " ax=ax, label=key, color=color, marker=\".\", markersize=1.5)\n", - " group.mask(group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"elapsed_mean\", loglog=True,\n", - " ax=ax, label=None, color=color, marker=\"x\", linestyle=\"\")\n", - " \n", - " if solve_time:\n", - " group.mask(~group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_mean\", loglog=True,\n", - " ax=ax, label=key, color=color, marker=\".\", markersize=1.5, linestyle=\"--\")\n", - " group.mask(group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_mean\", loglog=True,\n", - " ax=ax, label=None, color=color, marker=\"+\", linestyle=\"\")\n", - " else:\n", - " group.mask(~group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"elapsed_mean\", loglog=True,\n", - " ax=ax, label=key, marker=\".\", markersize=1.5)\n", - " color = ax.lines[-1].get_color()\n", - " group.mask(group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"elapsed_mean\", loglog=True,\n", - " ax=ax, label=None, color=color, marker=\"x\", linestyle=\"\")\n", - " \n", - " if solve_time:\n", - " group.mask(~group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_mean\", loglog=True,\n", - " ax=ax, label=key, color=color, marker=\".\", markersize=1.5, linestyle=\"--\")\n", - " group.mask(group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_mean\", loglog=True,\n", - " ax=ax, label=None, color=color, marker=\"+\", linestyle=\"\")\n", - "\n", - " # plot uncertainty\n", - " err = group[\"elapsed_std\"] / np.sqrt(group[\"elapsed_count\"])\n", - " ax.fill_between(group[\"numberOfElements\"],\n", - " group[\"elapsed_mean\"] - err,\n", - " group[\"elapsed_mean\"] + err,\n", - " color=color,\n", - " alpha=0.1)\n", - "\n", - " if color_by_suite:\n", - " legend_elements = [Line2D([0], [0], color=c, label=s)\n", - " for s, c in color_map.items()\n", - " if s in df[\"package.solver\"].unique()]\n", - " ax.legend(handles=legend_elements, bbox_to_anchor=(1., 1.))\n", - " else:\n", - " # only label converged lines\n", - " handles, labels = ax.get_legend_handles_labels()\n", - " ax.legend(handles[::2], labels[::2], bbox_to_anchor=(1., 1.))\n", - "\n", - " if ~df[\"converged\"].astype(bool).all():\n", - " legend_elements = [Line2D([0], [0], color=\"black\", marker=\".\", markersize=1.5),\n", - " Line2D([0], [0], color=\"black\", linewidth=0, marker=\"x\")]\n", - " labels = [\"converged\", \"not converged\"]\n", - "\n", - " if solve_time:\n", - " legend_elements.append(Line2D([0], [0], color=\"black\", marker=\".\", markersize=1.5, linestyle=\"--\"))\n", - " labels.append(\"solve time\")\n", - "\n", - " leg = Legend(ax, handles=legend_elements, labels=labels,\n", - " loc='upper left', frameon=False)\n", - " ax.add_artist(leg);\n", - "\n", - " ax.set_ylabel(\"elapsed time / s\")\n", - " ax.set_xlabel(\"number of elements\")\n", - "\n", - "def plot_solve_fraction(df, color_by_suite=True,\n", - " by=[\"package.solver\", \"solver_class\", \"preconditioner\"]):\n", - " color_map = {\n", - " 'no-pysparse': 'red',\n", - " 'trilinos': 'red',\n", - " 'petsc': 'blue',\n", - " 'scipy': 'green',\n", - " 'pysparse': 'orange',\n", - " 'pyamgx': 'cyan'\n", - " }\n", - " \n", - " fig, ax = plt.subplots(figsize=(8,6))\n", - " df = df.copy()\n", - " df[\"solve_fraction\"] = df[\"solve_seconds\"] / df[\"elapsed_seconds\"]\n", - " groups = df.groupby(by + [\"numberOfElements\"])\n", - " groups = groups.agg(converged=(\"converged\", \"all\"),\n", - " elapsed_count=(\"elapsed_seconds\", \"count\"),\n", - " elapsed_mean=(\"elapsed_seconds\", \"mean\"),\n", - " elapsed_std=(\"elapsed_seconds\", \"std\"),\n", - " solve_count=(\"solve_seconds\", \"count\"),\n", - " solve_mean=(\"solve_seconds\", \"mean\"),\n", - " solve_std=(\"solve_seconds\", \"std\"),\n", - " solve_fraction_count=(\"solve_fraction\", \"count\"),\n", - " solve_fraction_mean=(\"solve_fraction\", \"mean\"),\n", - " solve_fraction_std=(\"solve_fraction\", \"std\")).reset_index()\n", - " \n", - " groups = groups.groupby(by)\n", - " for key, group in groups:\n", - " if color_by_suite:\n", - " color = color_map[key[0]]\n", - " group.mask(~group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_fraction_mean\", logx=True,\n", - " ax=ax, label=key, color=color, marker=\".\", markersize=1.5)\n", - " group.mask(group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_fraction_mean\", logx=True,\n", - " ax=ax, label=None, color=color, marker=\"x\", linestyle=\"\")\n", - " else:\n", - " group.mask(~group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_fraction_mean\", logx=True,\n", - " ax=ax, label=key, marker=\".\", markersize=1.5)\n", - " color = ax.lines[-1].get_color()\n", - " group.mask(group[\"converged\"].astype(bool)).plot(\"numberOfElements\", \"solve_fraction_mean\", logx=True,\n", - " ax=ax, label=None, color=color, marker=\"x\", linestyle=\"\")\n", - " \n", - " # plot uncertainty\n", - " err = group[\"solve_fraction_std\"] / np.sqrt(group[\"solve_fraction_count\"])\n", - " ax.fill_between(group[\"numberOfElements\"],\n", - " group[\"solve_fraction_mean\"] - err,\n", - " group[\"solve_fraction_mean\"] + err,\n", - " color=color,\n", - " alpha=0.1)\n", - "\n", - " if color_by_suite:\n", - " legend_elements = [Line2D([0], [0], color=c, label=s)\n", - " for s, c in color_map.items()\n", - " if s in df[\"package.solver\"].unique()]\n", - " ax.legend(handles=legend_elements, bbox_to_anchor=(1., 1.))\n", - " else:\n", - " # only label converged lines\n", - " handles, labels = ax.get_legend_handles_labels()\n", - " ax.legend(handles[::2], labels[::2], bbox_to_anchor=(1., 1.))\n", - "\n", - " if ~df[\"converged\"].astype(bool).all():\n", - " legend_elements = [Line2D([0], [0], color=\"black\", marker=\".\", markersize=1.5),\n", - " Line2D([0], [0], color=\"black\", linewidth=0, marker=\"x\")]\n", - " leg = Legend(ax, handles=legend_elements, labels=[\"converged\", \"not converged\"],\n", - " loc='upper left', frameon=False)\n", - " ax.add_artist(leg);\n", - "\n", - " ax.set_ylabel(\"solve fraction\")\n", - " ax.set_xlabel(\"number of elements\")\n", - "\n", - "def plot_by_solver(df):\n", - " for solver_class, group1 in df.groupby([\"solver_class\"]):\n", - " plot_all(group1, by=[\"package.solver\", \"preconditioner\"])\n", - " plt.title(solver_class)\n", - " \n", - "def plot_sweep_times(df):\n", - " for numberOfElements, group1 in df.groupby(\"numberOfElements\"):\n", - " fig, ax = plt.subplots(figsize=(8,6))\n", - " for label, group2 in group1.groupby([\"package.solver\", \"solver_class\", \"preconditioner\"]):\n", - " group2 = group2.reset_index()\n", - " group2.plot(y=\"elapsed_seconds\", ax=ax, label=label, logy=True)\n", - " _ = plt.xlim(xmax=9)\n", - " plt.legend(loc=\"upper right\", bbox_to_anchor=(1.7, 1.0))\n", - " plt.title(\"size = {0}x{0}\".format(int(np.sqrt(numberOfElements))))\n", - " plt.ylabel(\"sweep time / s\")\n", - " plt.xlabel(\"sweep\") " - ] - }, - { - "cell_type": "markdown", - "id": "dffcde65-e7b3-4ff5-a109-941c1bb474eb", - "metadata": { - "jp-MarkdownHeadingCollapsed": true, - "tags": [] - }, - "source": [ - "### plot solutions" - ] - }, - { - "cell_type": "code", - "execution_count": 107, - "id": "127d4d58-bf4b-4623-96c4-efc95b9c1518", - "metadata": {}, - "outputs": [], - "source": [ - "def scale_and_diff(v1, v2):\n", - " \"\"\"Interpolate and calculate difference between `v1` and `v2`\n", - " \n", - " Parameters\n", - " ----------\n", - " v1, v2 : ndarray\n", - " Square arrays of values.\n", - "\n", - " Returns\n", - " -------\n", - " diff : ndarray\n", - " Difference between `v1` and `v2`\n", - " (at resolution of whichever is lower).\n", - " \"\"\"\n", - " if v1 is None or v2 is None:\n", - " return None\n", - "\n", - " N1 = v1.shape[0]\n", - " N2 = v2.shape[0]\n", - "\n", - " if N1 == N2:\n", - " diff = v2 - v1\n", - " elif N2 > N1:\n", - " diff = ndimage.zoom(v2, N1 / N2) - v1\n", - " else:\n", - " diff = v2 - ndimage.zoom(v1, N2 / N1)\n", - " \n", - " return abs(diff)\n", - "\n", - "def extract_and_diff(v1, v2):\n", - " \"\"\"Slice and calculate difference between `v1` and `v2`\n", - " \n", - " Parameters\n", - " ----------\n", - " v1, v2 : ndarray\n", - " Square arrays of values.\n", - "\n", - " Returns\n", - " -------\n", - " diff : ndarray\n", - " Difference between `v1` and `v2`\n", - " (at size of whichever is smaller).\n", - " \"\"\"\n", - " if v1 is None or v2 is None:\n", - " return None\n", - "\n", - " N1 = v1.shape[0]\n", - " N2 = v2.shape[0]\n", - "\n", - " if N1 == N2:\n", - " diff = v2 - v1\n", - " elif N2 > N1:\n", - " lower, upper = int((N2 - N1) / 2), int((N2 + N1) / 2)\n", - " diff = v2[lower:upper, lower:upper] - v1\n", - " else:\n", - " lower, upper = int((N1 - N2) / 2), int((N1 + N2) / 2)\n", - " diff = v2 - v1[lower:upper, lower:upper]\n", - " \n", - " return abs(diff)\n", - "\n", - "def value1(v1, v2):\n", - " \"\"\"Extract part of `v1` corresponding to `v2`.\n", - " \n", - " Parameters\n", - " ----------\n", - " v1, v2 : ndarray\n", - " Square arrays of values.\n", - "\n", - " Returns\n", - " -------\n", - " value : ndarray\n", - " Slice of `v1` that overlaps with `v2`.\n", - " \"\"\"\n", - " if v1 is None or v2 is None:\n", - " return None\n", - "\n", - " N1 = v1.shape[0]\n", - " N2 = v2.shape[0]\n", - "\n", - " if N1 <= N2:\n", - " value = v1\n", - " else:\n", - " lower, upper = (N1 - N2) // 2, (N1 + N2) // 2\n", - " value = v1[lower:upper, lower:upper]\n", - " \n", - " return value\n", - "\n", - "def value2(v1, v2):\n", - " \"\"\"Extract part of `v2` corresponding to `v1`.\n", - " \n", - " Parameters\n", - " ----------\n", - " v1, v2 : ndarray\n", - " Square arrays of values.\n", - "\n", - " Returns\n", - " -------\n", - " value : ndarray\n", - " Slice of `v1` that overlaps with `v2`.\n", - " \"\"\"\n", - " if v1 is None or v2 is None:\n", - " return None\n", - "\n", - " N1 = v1.shape[0]\n", - " N2 = v2.shape[0]\n", - "\n", - " if N1 >= N2:\n", - " value = v2\n", - " else:\n", - " lower, upper = int((N2 - N1) / 2), int((N2 + N1) / 2)\n", - " value = v2[lower:upper, lower:upper]\n", - " \n", - " return value" - ] - }, - { - "cell_type": "code", - "execution_count": 108, - "id": "86bac0de-b7ca-4454-85be-33a74b0d5ba5", - "metadata": {}, - "outputs": [], - "source": [ - "def perpendicular_label(ax, baseline, color, label, rows):\n", - " \"\"\"Annotate text perpendicular to the outer edge of axes.\n", - " \n", - " Parameters\n", - " ----------\n", - " ax : ~matploblib.axes.Axes\n", - " Where to apply label.\n", - " baseline : float\n", - " The distance from the axes to position the label.\n", - " color : color\n", - " The foreground color of the label.\n", - " label : str\n", - " The text of the label.\n", - " rows : bool\n", - " Whether to apply label to rows or columns.\n", - "\n", - " Returns\n", - " -------\n", - " ann : ~matplotlib.text.Annotation\n", - " The displayed label.\n", - " \"\"\"\n", - " kwargs = dict(text=label, size=8, color=color,\n", - " textcoords='offset points', xycoords='axes fraction')\n", - " if rows:\n", - " ann = ax.annotate(xy=(0.5, 1), xytext=(0, baseline), rotation=90,\n", - " ha='center', va='bottom', **kwargs)\n", - " else:\n", - " ann = ax.annotate(xy=(0, 0.5), xytext=(-baseline, 0), rotation=0,\n", - " ha='right', va='center', **kwargs)\n", - " return ann\n", - "\n", - "def parallel_label(ax, baseline, color, label, rows):\n", - " \"\"\"Annotate text parallel to the outer edge of axes.\n", - " \n", - " Parameters\n", - " ----------\n", - " ax : ~matploblib.axes.Axes\n", - " Where to apply label.\n", - " baseline : float\n", - " The distance from the axes to position the label.\n", - " color : color\n", - " The foreground color of the label.\n", - " label : str\n", - " The text of the label.\n", - " rows : bool\n", - " Whether to apply label to rows or columns.\n", - "\n", - " Returns\n", - " -------\n", - " ann : ~matplotlib.text.Annotation\n", - " The displayed label.\n", - " \"\"\"\n", - " kwargs = dict(text=label, size=10, color=color,\n", - " textcoords='offset points', xycoords='axes fraction',\n", - " ha='center', va='center')\n", - " if rows:\n", - " ann = ax.annotate(xy=(0.5, 1), xytext=(0, baseline), rotation=0,\n", - " **kwargs)\n", - " else:\n", - " ann = ax.annotate(xy=(0, 0.5), xytext=(-baseline, 0), rotation=90,\n", - " **kwargs)\n", - " return ann\n", - "\n", - "def all_converged(df):\n", - " \"\"\"Determine whether all elements are converged.\n", - " \n", - " Parameters\n", - " ----------\n", - " df : pandas.DataFrame\n", - " Pandas object with a boolean \"converged\" field.\n", - "\n", - " Returns\n", - " -------\n", - " bool\n", - " Whether all elements of `df` are converged.\n", - " \"\"\"\n", - " try:\n", - " # df is a Series\n", - " converged = bool(df.all())\n", - " except ValueError:\n", - " # df is a DataFrame\n", - " converged = bool(df.all().all())\n", - " \n", - " return converged\n", - "\n", - "def label_width(ann, rows):\n", - " \"\"\"Calculate display width of label annotation.\n", - " \n", - " Parameters\n", - " ----------\n", - " ann : ~matplotlib.text.Annotation\n", - " The displayed label.\n", - " rows : bool\n", - " Whether label was applied to rows or columns.\n", - " \n", - " Returns\n", - " -------\n", - " float\n", - " Width of :class:`~matplotlib.transforms.Bbox` of label\n", - " perpendicular to rows (columns).\n", - " \"\"\"\n", - " renderer = ann.figure.canvas.get_renderer()\n", - " bbox = ann.get_window_extent(renderer=renderer)\n", - " if rows:\n", - " width = bbox.y1 - bbox.y0\n", - " else:\n", - " width = bbox.x1 - bbox.x0\n", - "\n", - " return width\n", - "\n", - "def annotate_label(df, ax, name, label, rows, baseline, perpendicular):\n", - " \"\"\"Apply label to subplot.\n", - " \n", - " Parameters\n", - " ----------\n", - " df : pandas.DataFrame\n", - " Pandas object with a boolean \"converged\" field.\n", - " ax : ~matploblib.axes.Axes\n", - " Where to display difference image.\n", - " name : str\n", - " Name for this level of index labels.\n", - " label\n", - " Value of index\n", - " rows : bool\n", - " Whether to apply labels to rows or columns.\n", - " baseline : float\n", - " The distance from the axes to position the label.\n", - " perpendicular : bool\n", - " Whether label should be perpendicular to rows (columns) or parallel.\n", - "\n", - " Returns\n", - " -------\n", - " ann : ~matplotlib.text.Annotation\n", - " The displayed label.\n", - " width : float\n", - " Displayed width of :class:`~matplotlib.transforms.Bbox` of label\n", - " perpendicular to rows (columns).\n", - " \"\"\"\n", - " if name == \"numberOfElements\":\n", - " label = '{0}x{0}'.format(int(np.sqrt(label)))\n", - "\n", - " if all_converged(df):\n", - " color = \"black\"\n", - " else:\n", - " color = \"red\"\n", - "\n", - " if perpendicular:\n", - " ann = perpendicular_label(ax, baseline, color, label, rows=rows)\n", - " else:\n", - " ann = parallel_label(ax, baseline, color, label, rows=rows)\n", - "\n", - " return ann, label_width(ann, rows)\n", - " \n", - "def label_MultiIndex(df, axs, offset=0, rows=True, baseline=0):\n", - " \"\"\"Recursively label subplots according to a multilevel index.\n", - " \n", - " The labels closest to the :class:`~matploblib.axes.Axes` will be\n", - " rotated perpendicular to the rows (columns). All remaining labels\n", - " will be parallel.\n", - " \n", - " Parameters\n", - " ----------\n", - " df : pandas.DataFrame\n", - " Aggregated data with boolean \"converged\" field.\n", - " axs : array-like (1-dimensional) of ~matploblib.axes.Axes\n", - " Where to apply the labels.\n", - " offset : int, default 0\n", - " Initial row or column for labeling.\n", - " rows : bool, default True\n", - " Whether to apply labels to rows or columns.\n", - " baseline : float, default 0\n", - " The distance from the axes to position the labels.\n", - "\n", - " Returns\n", - " -------\n", - " perpendicular : bool\n", - " Whether next level of labels should be perpendicular to rows (columns).\n", - " count : int\n", - " Number of rows or columns that were labeled.\n", - " next_baseline : float\n", - " The distance from the axes to position the next level of labels.\n", - " \"\"\"\n", - " if isinstance(df.index, pd.MultiIndex):\n", - " labels = df.index.levels[0]\n", - " name = df.index.names[0]\n", - " elif isinstance(df, pd.DataFrame):\n", - " labels = df.index\n", - " name = df.index.name\n", - " else:\n", - " # At lowest level of indices. Break recursion.\n", - " return True, 1, baseline\n", - "\n", - " count = 0\n", - " next_baseline = baseline\n", - " for label in labels:\n", - " try:\n", - " labeldf = df.loc[label]\n", - " except KeyError:\n", - " continue\n", - "\n", - " (perpendicular,\n", - " num,\n", - " prev_baseline) = label_MultiIndex(df=labeldf,\n", - " axs=axs, offset=offset + count,\n", - " rows=rows, baseline=baseline)\n", - " \n", - " prev_baseline += 10\n", - " ann, width = annotate_label(df=labeldf,\n", - " ax=axs[offset + count + num // 2],\n", - " name=name, label=label,\n", - " rows=rows, baseline=prev_baseline + 10,\n", - " perpendicular=perpendicular)\n", - " \n", - " next_baseline = max(next_baseline, prev_baseline + width)\n", - " \n", - " count += num\n", - "\n", - " return False, count, next_baseline" - ] - }, - { - "cell_type": "code", - "execution_count": 109, - "id": "3f451a5f-b6b9-4a9a-80b8-f00767aa1922", - "metadata": {}, - "outputs": [], - "source": [ - "def plot_difference(ax, groupA, groupB, fname, key, diff_fn,\n", - " norm, converged_cmap, diverged_cmap):\n", - " \"\"\"Plot image showing error between two records.\n", - " \n", - " Parameters\n", - " ----------\n", - " ax : ~matploblib.axes.Axes\n", - " Where to display difference image.\n", - " groupA, groupB : pandas.DataFrame\n", - " Records to compare. There may be multiple runs with the same parameters.\n", - " fname : str\n", - " Name of `.npz` file containing x-coordinates, y-coordinates, and values\n", - " to load from directory hierarchy determined by \"logfile\",\n", - " \"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"\n", - " fields in `dfA` and `dfB`.\n", - " key : str\n", - " Designation of the field of interest within `fname`.\n", - " diff_fn : function\n", - " Function to calculate difference between two ndarray objects.\n", - " norm : \n", - " ???\n", - " converged_cmap, diverged_cmap : \n", - " \"\"\"\n", - " fieldA = load_field(record=groupA.iloc[0], fname=fname, key=key)\n", - " fieldB = load_field(record=groupB.iloc[0], fname=fname, key=key)\n", - " diff = diff_fn(fieldA, fieldB)\n", - "\n", - " if diff is not None:\n", - " if groupA[\"converged\"].all() & groupB[\"converged\"].all():\n", - " cmap = converged_cmap\n", - " else:\n", - " cmap = diverged_cmap\n", - "\n", - " ax.imshow(diff, norm=norm, cmap=cmap)\n", - "\n", - "def plot_error_matrix(dfA, dfB, by, fname, key=\"value\",\n", - " diff_fn=scale_and_diff,\n", - " vmin=1e-16, vmax=1, logscale=True):\n", - " \"\"\"Plot matrix of images showing the error between two sets of records.\n", - " \n", - " Top and left axes will be labeled hierarchically by groups.\n", - " \n", - " Parameters\n", - " ----------\n", - " dfA, dfB : pandas.DataFrame\n", - " Records to compare.\n", - " by : list of str\n", - " Keys to group `dfA` and `dfB` by.\n", - " fname : str\n", - " Name of `.npz` file containing x-coordinates, y-coordinates, and values\n", - " to load from directory hierarchy determined by \"logfile\",\n", - " \"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"\n", - " fields in `dfA` and `dfB`.\n", - " key : str\n", - " Designation of the field of interest within `fname`.\n", - " diff_fn : function\n", - " Function to calculate difference between two ndarray objects.\n", - " vmin, vmax : float\n", - " Display range of data.\n", - " logscale : bool, default True\n", - " Whether to display difference on logarithmic or linear scale.\n", - " \"\"\"\n", - " groupsA = dfA.groupby(by)\n", - " groupsB = dfB.groupby(by)\n", - " \n", - " fig, axs = plt.subplots(ncols=len(groupsA), nrows=len(groupsB),\n", - " figsize=(10, 10 * len(groupsB) / len(groupsA)))\n", - " plt.setp(axs.flat, xticks=[], yticks=[], frame_on=False)\n", - " \n", - " if logscale:\n", - " norm = colors.LogNorm(vmin=vmin, vmax=vmax)\n", - " else:\n", - " norm = colors.Normalize(vmin=vmin, vmax=vmax)\n", - " \n", - " converged_cmap = mpl.cm.get_cmap('viridis').copy()\n", - " converged_cmap.set_bad(color='black')\n", - " cax = plt.axes([0.95, 0.3, 0.025, 0.4])\n", - " converged_cb = plt.colorbar(mpl.cm.ScalarMappable(norm=norm, cmap=converged_cmap),\n", - " cax=cax)\n", - " converged_cb.set_label(\"converged\", labelpad=-70)\n", - "\n", - " diverged_cmap = mpl.cm.get_cmap('inferno').copy()\n", - " diverged_cmap.set_bad(color='black')\n", - " cax = plt.axes([1.025, 0.3, 0.025, 0.4])\n", - " diverged_cb = plt.colorbar(mpl.cm.ScalarMappable(norm=norm, cmap=diverged_cmap),\n", - " cax=cax, ticklocation='left', format=\"\")\n", - " diverged_cb.set_label(\"diverged\", labelpad=-45, color=\"red\")\n", - " \n", - " for col, (keyA, groupA) in zip(axs.T, groupsA):\n", - " for ax, (keyB, groupB) in zip(col, groupsB):\n", - " plot_difference(ax=ax, groupA=groupA, groupB=groupB,\n", - " fname=fname, key=key,\n", - " diff_fn=diff_fn, norm=norm,\n", - " converged_cmap=converged_cmap,\n", - " diverged_cmap=diverged_cmap)\n", - "\n", - " label_MultiIndex(df=groupsA.agg({\"converged\": \"all\"}),\n", - " axs=axs[0], rows=True)\n", - " \n", - " label_MultiIndex(df=groupsB.agg({\"converged\": \"all\"}),\n", - " axs=axs[:, 0], rows=False)" - ] - }, - { - "cell_type": "markdown", - "id": "5f49bb32-7bf5-4569-9070-b239105b88e8", - "metadata": { - "tags": [] - }, - "source": [ - "## Nonlinear Diffusion" - ] - }, - { - "cell_type": "markdown", - "id": "df09e496-e501-464a-a785-814c0a281e92", - "metadata": {}, - "source": [ - "Solve\n", - "\\begin{align*}\n", - "\\frac{\\partial\\phi}{\\partial t} &= \\nabla\\cdot\\left(\\phi\\nabla\\phi\\right)\n", - "\\\\\n", - "\\phi|_{x=0} &= 1\n", - "\\\\\n", - "\\phi|_{x=1} &= 0\n", - "\\\\\n", - "\\hat{n}\\cdot\\left(\\phi\\nabla\\phi\\right)|_{y=0} &= 0\n", - "\\\\\n", - "\\hat{n}\\cdot\\left(\\phi\\nabla\\phi\\right)|_{y=1} &= 0\n", - "\\end{align*}\n", - "- for one timestep of $\\Delta t = 1$\n", - "- on a 2D $1\\times 1$ domain\n", - " - subdivided into $N\\times N$ elements\n", - " - where $N\\equiv\\sqrt{\\mathtt{numberOfElements}}$. \n", - "- The coefficient of the `DiffusionTerm`, $\\phi$, is evaluated as the arithmetic mean unless otherwise stated." - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "eaee3fc0-a4f6-4689-97ab-f37898af2e92", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAakAAAGiCAYAAABd6zmYAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy89olMNAAAACXBIWXMAAA9hAAAPYQGoP6dpAAAk4klEQVR4nO3df2zU933H8df3znAYYjwwwhcnBIxkKUlNV2IyNMIKG4RohdEIqbT50aZqNJERKC5JSRjdSqLFTtlKUMtKRYQIDaNE04KSTV2HaRuriG1hprRAJrKpjB8RlpXVs83i+cd93/vj7r6+793ZcMTYn7OfD+n0/d7n8/58vp/7Yu7lr/3l8MzMBACAgyKjvQAAAAZDSAEAnEVIAQCcRUgBAJxFSAEAnEVIAQCcRUgBAJxFSAEAnEVIAQCcRUgBAJw1qiH1ve99T9XV1Zo0aZLq6ur085//fDSXAwBwzKiF1BtvvKH6+npt27ZNv/jFL/R7v/d7+sM//ENdunRptJYEAHCMN1ofMLtw4ULdd9992rNnT9B2zz336OGHH1ZjY+NoLAkA4JiS0Thob2+vWlpa9Pzzz4faV6xYoRMnTuTU9/T0qKenJ3ju+75+85vfqKKiQp7n3fL1AgCGl5mpq6tLVVVVikQG/6HeqITUhx9+qEQiocrKylB7ZWWlWltbc+obGxv1wgsvjNTyAAAj5PLly7rzzjsH7R+VkErLvgoys7xXRlu3btXmzZuD5x0dHbrrrrt0oeUuTbnNky9fCbPkViYzU0KmPjMlJPmSEiaZpIQ8JcyTL08JefItue23aLJPkaAtYRGZIsF+n5UkxyiSHG/J/YRFlFBEfRaVWSQ1b2Rgfouo36KpMen5k9t+i8q3ZH1ynal989SvSLDvp+byzVO/Hw2emym1Tdb0+5Hkfuphkiy1hmR78rll9ft+ci5LzanQ1stol0xe8mRm1MhPbVM1stSfY+q5l+5L1XmhvoExA/vKrfHz1EnhMXnar9ef2R4+poX7Msbma/cyxyl3vqAm+cUeHqesY/q5baHjphqS58Vy58je95PHHHjd+WpS/Qr3y0+fr3Rbxnaovow5c9qDtQzSP9Qc+fqy+i1vv5+3NrSfXeeH+3J+O+L7yioYuj9PyWDHyruenK7r/LZmiLG5tSP7m59+9em4fqSysrIh60YlpGbMmKFoNJpz1dTW1pZzdSVJsVhMsVgsp73stohuK/NSb+6W3MrkDxJSyf78IdWXCpVEKhjSweSHQiqaEUCRnJAqsWhGOGVsU2PzhVQkFFJeKKQ8yx9SXkZIBWGUqlGekPJtoN3LCCkvI6Q8PxxG4bDKCikbhpDKFxw3EFJevrrhDKlQ2zCEVL4a6eOHVGbgDHdIhfrTfxCDBMpQfcFkedrTaxksxEL7Q/XlDx7LHisNHlI5b/QZdV64z5RV62WHwPX688wxyLHyrid7rkHHXH9sntkKqB0G6S+R6/zKZlTu7ps4caLq6urU1NQUam9qatKiRYtGY0kANMT7JDBKRu3HfZs3b9YXv/hFLViwQL/7u7+rvXv36tKlS3rqqadGa0kAAMeMWkh9/vOf13//93/rxRdf1NWrV1VbW6sf/ehHmj179mgtCQDgmFG9cWL9+vVav379aC4BAOAwPrtvDPGNfzMGYGwhpAAAziKkAADOIqQAAM4ipAAAziKkAADOIqQAAM4ipAAAziKkAADOIqQAAM4ipAAAziKkAADOIqQAAM4ipAAAziKkAADOIqQAAM4ipAAAziKkAADOIqSAQtloLwAYPwgpAICzCCkAgLMIKQCAswgpAICzCCkAgLMIKQCAswgpAICzCCkAgLMIKQCAswgpAICzCCkAgLMIKQCAswgpAO4xPsUXSYQUAMBZhBQAwFmEFADAWYQUxiWPX3kARYGQAgA4i5ACADiLkAIAOIuQAgA4i5ACADiLkAIAOIuQAgA4i5ACADiLkAIAOIuQAgA4i5ACADiLkAIAOIuQAgA4i5ACADiLkAIAOIuQAgA4i5ACADiLkAIAOIuQAgA4i5ACUDiz0V4BxglCCgDgLEIKAOAsQgoA4CxCCgDgLEIKuBW4rwAYFoQUAMBZhBQAwFkFhVRjY6Puv/9+lZWVaebMmXr44Yd1/vz5UI2Zafv27aqqqlJpaamWLl2qc+fOhWp6enq0ceNGzZgxQ1OmTNHq1at15cqVj/9qAABjSkEh1dzcrKefflr/8i//oqamJvX392vFihX63//936Bmx44d2rlzp3bv3q2TJ08qHo/rwQcfVFdXV1BTX1+vI0eO6PDhwzp+/LiuXbumVatWKZFIDN8rAwAUvZJCin/84x+Hnu/fv18zZ85US0uLPv3pT8vMtGvXLm3btk1r1qyRJB04cECVlZU6dOiQ1q1bp46ODu3bt0+vv/66li9fLkk6ePCgZs2apWPHjumhhx4appcGACh2H+t3Uh0dHZKk6dOnS5IuXLig1tZWrVixIqiJxWJasmSJTpw4IUlqaWlRX19fqKaqqkq1tbVBTbaenh51dnaGHgCAse+mQ8rMtHnzZi1evFi1tbWSpNbWVklSZWVlqLaysjLoa21t1cSJEzVt2rRBa7I1NjaqvLw8eMyaNetmlw0AKCI3HVIbNmzQr371K/3whz/M6fM8L/TczHLasg1Vs3XrVnV0dASPy5cv3+yyAQBF5KZCauPGjXr77bf1s5/9THfeeWfQHo/HJSnniqitrS24uorH4+rt7VV7e/ugNdlisZimTp0aegAAxr6CQsrMtGHDBr355pv66U9/qurq6lB/dXW14vG4mpqagrbe3l41Nzdr0aJFkqS6ujpNmDAhVHP16lWdPXs2qAEAQCrw7r6nn35ahw4d0ltvvaWysrLgiqm8vFylpaXyPE/19fVqaGhQTU2Nampq1NDQoMmTJ+vRRx8Nap988kk988wzqqio0PTp0/Xss89q3rx5wd1+AABIBYbUnj17JElLly4Nte/fv19f/vKXJUlbtmxRd3e31q9fr/b2di1cuFBHjx5VWVlZUP/KK6+opKREa9euVXd3t5YtW6bXXntN0Wj0470aAMCY4pkV33+x2dnZqfLycn14fo5uK/Pky1fCLLmVyTdTQqY+MyUk+ZISltrKU8I8+fKUkCffkts+iyb7FJFvkVRdRL4G9vusJDUmooQiqXkiSqSe91k0GBvaWqovPaelj+OlxiTr/PTaLN0XCfb91Fp989TvR0PPffNk5qk/VWuZ7VLyeH4k1S5ZRo0p+dz3vaDdghpJFm5Xqk9BX3IrP7VN1chSN8GknnvpvlSdZ5l9A2NC7cqq8dO1g43P2NfAfr5+L/1Vn6892LdB+/LN72WNG7RGksxy51XGMf2B9WXON1BvA/P7Fno9XvqvdOa+nzUmb42F1hds/Yy1pdsy583uy9z6g7Sn13Kd/rxzhOb3c9uU/NVEaKwkWf7aUE12XVZfzttl5vGz583Xn2+OwdaRbz05Xdd5+x5ibG7tyEZBv/XpHb2ljo6OIe8z4LP7UByK7lspAMOBkAIAOIuQAgA4i5ACADiLkAIAOIuQAgA4i5ACADiLkAIAOIuQAgA4i5ACADiLkAIAOIuQAgA4i5ACADiLkAIAOIuQAgA4i5ACADiLkAIAOIuQAgA4i5ACADiLkAIAOIuQAgA4i5ACADiLkAIAOIuQAgA4i5ACADiLkAIAOIuQAgA4i5ACADiLkAIAOIuQAgA4i5ACADiLkAIAOIuQAgA4i5ACADiLkAIAOIuQAgA4i5ACADiLkAIAOIuQAgA4i5ACADiLkAIAOIuQAgA4i5ACADiLkAIAOIuQAgA4i5ACADiLkAIAOIuQAgA4i5ACADiLkAIAOIuQAgA4i5ACADiLkAIAOIuQAgA4i5ACADiLkAIAOIuQAgA4i5ACADiLkAIAOIuQAgA4i5ACADiLkAIAOIuQAgA462OFVGNjozzPU319fdBmZtq+fbuqqqpUWlqqpUuX6ty5c6FxPT092rhxo2bMmKEpU6Zo9erVunLlysdZCgBgDLrpkDp58qT27t2rT37yk6H2HTt2aOfOndq9e7dOnjypeDyuBx98UF1dXUFNfX29jhw5osOHD+v48eO6du2aVq1apUQicfOvBAAw5txUSF27dk2PPfaYXn31VU2bNi1oNzPt2rVL27Zt05o1a1RbW6sDBw7oo48+0qFDhyRJHR0d2rdvn7797W9r+fLlmj9/vg4ePKgzZ87o2LFjw/OqAABjwk2F1NNPP62VK1dq+fLlofYLFy6otbVVK1asCNpisZiWLFmiEydOSJJaWlrU19cXqqmqqlJtbW1Qk62np0ednZ2hBwBg7CspdMDhw4d16tQpnTx5MqevtbVVklRZWRlqr6ys1MWLF4OaiRMnhq7A0jXp8dkaGxv1wgsvFLpUAECRK+hK6vLly9q0aZMOHjyoSZMmDVrneV7ouZnltGUbqmbr1q3q6OgIHpcvXy5k2QCAIlVQSLW0tKitrU11dXUqKSlRSUmJmpub9Z3vfEclJSXBFVT2FVFbW1vQF4/H1dvbq/b29kFrssViMU2dOjX0AACMfQWF1LJly3TmzBmdPn06eCxYsECPPfaYTp8+rblz5yoej6upqSkY09vbq+bmZi1atEiSVFdXpwkTJoRqrl69qrNnzwY1AABIBf5OqqysTLW1taG2KVOmqKKiImivr69XQ0ODampqVFNTo4aGBk2ePFmPPvqoJKm8vFxPPvmknnnmGVVUVGj69Ol69tlnNW/evJwbMQAA41vBN05cz5YtW9Td3a3169ervb1dCxcu1NGjR1VWVhbUvPLKKyopKdHatWvV3d2tZcuW6bXXXlM0Gh3u5QAAiphnZjbaiyhUZ2enysvL9eH5ObqtzJMvXwmz5FYm30wJmfrMlJDkS0pYaitPCfPky1NCnnxLbvssmuxTRL5FUnUR+RrY77OS1JiIEoqk5okokXreZ9FgbGhrqb70nJY+jpcak6zz02uzdF8k2PdTa/XNU78fDT33zZOZp/5UrWW2S8nj+ZFUu2QZNabkc9/3gnYLaiRZuF2pPgV9ya381DZVI0vdBJN67qX7UnWeZfYNjAm1Z473M2sHG5+xr4H9fP1e+qs+X3uwb4P25Zvfyxo3aI0kmeXOq4xj+gPry5xvoN4G5vct9Hq89F/pzH0/a0zeGgutL9j6GWtLt2XOm92XufUHaU+v5Tr9eecIze/ntil5I1ZorCRZ/tpQTXZdVl/O22Xm8bPnzdefb47B1pFvPTld13n7HmJsbu3IRkG/9ekdvaWOjo4h7zPgs/sAAM4ipAAAziKkAADOIqQAAM4ipAAAziKkAADOIqQAAM4ipAAAziKkAADOIqQAAM4ipAAAziKkAADOIqQAAM4ipAAAziKkAADOIqQAAM4ipAAAziKkAADOIqQAAM4ipAAAziKkAADOIqQAAM4ipAAAziKkAADOIqQAAM4ipAAAziKkAADOIqQAAM4ipAAAziKkAADOIqQAAM4ipAAAziKkAADOIqQAAM4ipAAAziKkAADOIqQAAM4ipAAAziKkAADOIqQAAM4ipAAAziKkAADOIqQAAM4ipAAAziKkAADOIqQAAM4ipFAcvNFeAIDRQEgBAJxFSAEu4EoRyIuQAgA4i5ACADiLkAIAOIuQAgA4i5ACADiLkAIAOIuQAgA4i5ACADiLkAIAOIuQAgA4i5ACbgU+5ggYFoQUAMBZhBQAwFmEFADAWQWH1AcffKDHH39cFRUVmjx5sj71qU+ppaUl6Dczbd++XVVVVSotLdXSpUt17ty50Bw9PT3auHGjZsyYoSlTpmj16tW6cuXKx381AIAxpaCQam9v1wMPPKAJEyboH//xH/Xee+/p29/+tn7rt34rqNmxY4d27typ3bt36+TJk4rH43rwwQfV1dUV1NTX1+vIkSM6fPiwjh8/rmvXrmnVqlVKJBLD9sIAAMWvpJDib33rW5o1a5b2798ftM2ZMyfYNzPt2rVL27Zt05o1ayRJBw4cUGVlpQ4dOqR169apo6ND+/bt0+uvv67ly5dLkg4ePKhZs2bp2LFjeuihh4bhZQEAxoKCrqTefvttLViwQJ/73Oc0c+ZMzZ8/X6+++mrQf+HCBbW2tmrFihVBWywW05IlS3TixAlJUktLi/r6+kI1VVVVqq2tDWqy9fT0qLOzM/QAMIo87rHHyCgopH79619rz549qqmp0T/90z/pqaee0le/+lX94Ac/kCS1trZKkiorK0PjKisrg77W1lZNnDhR06ZNG7QmW2Njo8rLy4PHrFmzClk2AKBIFRRSvu/rvvvuU0NDg+bPn69169bpj//4j7Vnz55QnZf1XZaZ5bRlG6pm69at6ujoCB6XL18uZNkAgCJVUEjdfvvtuvfee0Nt99xzjy5duiRJisfjkpRzRdTW1hZcXcXjcfX29qq9vX3QmmyxWExTp04NPQAAY19BIfXAAw/o/Pnzobb3339fs2fPliRVV1crHo+rqakp6O/t7VVzc7MWLVokSaqrq9OECRNCNVevXtXZs2eDGgAApALv7vva176mRYsWqaGhQWvXrtW7776rvXv3au/evZKSP+arr69XQ0ODampqVFNTo4aGBk2ePFmPPvqoJKm8vFxPPvmknnnmGVVUVGj69Ol69tlnNW/evOBuPwAApAJD6v7779eRI0e0detWvfjii6qurtauXbv02GOPBTVbtmxRd3e31q9fr/b2di1cuFBHjx5VWVlZUPPKK6+opKREa9euVXd3t5YtW6bXXntN0Wh0+F4ZAKDoeWZmo72IQnV2dqq8vFwfnp+j28o8+fKVMEtuZfLNlJCpz0wJSb6khKW28pQwT748JeTJt+S2z6LJPkXkWyRVF5Gvgf0+K0mNiSihSGqeiBKp530WDcaGtpbqS89p6eN4qTHJOj+9Nkv3RYJ9P7VW3zz1+9HQc988mXnqT9VaZruUPJ4fSbVLllFjSj73fS9ot6BGkoXblepT0Jfcyk9tUzWy1E0wqedeui9V51lm38CYULuyavx07WDjM/Y1sJ+v30t/1edrD/Zt0L5883uZ4zRYX/q4lnctwTH93LbwnDawBt9y58je97PG5K2x0PqCrZ9+vVZYX2rOvO3ptVynP+8cofn93DYlb8QKjZUky18bqsmuy+rLebvMPH72vPn6880x2DryrSen6zpv30OMza0d2Sjotz69o7fU0dEx5H0GfHYfAMBZhBQAwFmEFADAWYQUAMBZhBQAwFmEFADAWYQUAMBZhBTGJeN/mgCKAiEFAHAWIQUAcBYhBQBwFiEFAHAWIQUAcBYhBcA9HrdfIomQAgA4i5ACADiLkAIAOIuQAgA4i5ACADiLkAIAOIuQAgA4i5ACADiLkAIAOIuQAgrFhyEAI4aQAgA4i5ACADiLkAIAOIuQAgA4i5ACADiLkAIAOIuQAgA4i5ACADiLkAIAOIuQAgA4i5ACADiLkAIAOIuQAgA4i5AaQyKejfYSAGBYEVIAAGcRUgAAZxFSAABnEVIAAsb/OgzHEFIAAGcRUgAAZxFSAABnEVIAAGcRUgAAZxFSAABnEVIAAGcRUgAAZxFSKB78Q1Ng3CGkAADOIqQA4FaJ8Bb7cXEGAQDOIqQAjG+Rkf1lp+eN4PG84n+LL/5XABRqDN6AwaeXY6wipAAAziKkAADOIqQAAM4ipDA8+J0IgFuAkAIAOIuQAgA4i5ACMHaN8L+BwvArKKT6+/v1jW98Q9XV1SotLdXcuXP14osvyvf9oMbMtH37dlVVVam0tFRLly7VuXPnQvP09PRo48aNmjFjhqZMmaLVq1frypUrw/OKAACFG8l/ZFyAgkLqW9/6lr7//e9r9+7d+vd//3ft2LFDf/mXf6nvfve7Qc2OHTu0c+dO7d69WydPnlQ8HteDDz6orq6uoKa+vl5HjhzR4cOHdfz4cV27dk2rVq1SIpEYvlcGACh6JYUU//M//7M++9nPauXKlZKkOXPm6Ic//KH+7d/+TVLyKmrXrl3atm2b1qxZI0k6cOCAKisrdejQIa1bt04dHR3at2+fXn/9dS1fvlySdPDgQc2aNUvHjh3TQw89NJyvDwBQxAq6klq8eLF+8pOf6P3335ck/fKXv9Tx48f1mc98RpJ04cIFtba2asWKFcGYWCymJUuW6MSJE5KklpYW9fX1hWqqqqpUW1sb1GTr6elRZ2dn6IEi5eZPFAA4qqArqeeee04dHR26++67FY1GlUgk9NJLL+mRRx6RJLW2tkqSKisrQ+MqKyt18eLFoGbixImaNm1aTk16fLbGxka98MILhSwVADAGFHQl9cYbb+jgwYM6dOiQTp06pQMHDuiv/uqvdODAgVBd9qf8mtl1P/l3qJqtW7eqo6MjeFy+fLmQZQMAilRBV1Jf//rX9fzzz+sLX/iCJGnevHm6ePGiGhsb9cQTTygej0tKXi3dfvvtwbi2trbg6ioej6u3t1ft7e2hq6m2tjYtWrQo73FjsZhisVhhrwwAUPQKupL66KOPFMn6nyaj0WhwC3p1dbXi8biampqC/t7eXjU3NwcBVFdXpwkTJoRqrl69qrNnzw4aUmNZVP71iwBgnCroSuqP/uiP9NJLL+muu+7SJz7xCf3iF7/Qzp079ZWvfEVS8sd89fX1amhoUE1NjWpqatTQ0KDJkyfr0UcflSSVl5frySef1DPPPKOKigpNnz5dzz77rObNmxfc7QcAgFRgSH33u9/Vn/3Zn2n9+vVqa2tTVVWV1q1bpz//8z8ParZs2aLu7m6tX79e7e3tWrhwoY4ePaqysrKg5pVXXlFJSYnWrl2r7u5uLVu2TK+99pqi0ejwvTIAQNHzzMxGexGF6uzsVHl5uT48P0e3lXny5SthltzK5JspIVOfmRKSfEkJS23lKWGefHlKyJNvyW2fRZN9isi3SKouIl8D+31WkhoTUUKR1DwRJVLP+ywajA1tLdWXntPSx0kePz3OT68tVdNnkWDfT63VN0/9fjT03DdPlqrp9yPJ/XS7lDxe0C5Zuj7Vb+bJ972g3YIaSRZuV6pPQV9ymzxQul0D/1Vs6rlnGX2+J88y+wbGhNqVW+P5eery7StjTHa/Bh8XbrP8fco/xsscN1SNJJnlacs4pp/bFp7TBl6jn7Gfc/zUvp81Jm9Nvv7UXxxlznuDfRlz5rSn1zJY/1BzhPr83DYlb8QKBOPz14Zqsuv8cF3O26Wf9eP6fG+n2TX55slzrLzryem6gbfvIcbn1t7AfMOk3/r0jt5SR0eHpk6dOmgdn90HAHAWIQUAcBYhBQBwFiE1TkS8kftZMwAMF0IKAOAsQgoA4CxCCgDgLEIKAOAsQgoA4CxCCgDgLEIKAOAsQgrA0HiXwCjiyw8A4CxCCuNK+sPZARQHQgpFhZABxhdCCgDgLEIKAOAsQgrA+OPxc+NiQUgBAJxFSAEjiBs/RpHH210x4k8NAIqUFxn73/UQUgAAZxFSAABnEVIAAGcRUgAAZxFSAOCycX5X4vh+9QAApxFSAABnEVIAileEt7Cxjj9hAICzCCkAgLMIKQCAswgpoBBj/6PSAKcQUgAAZxFSGD+4CgKKDiEFAHAWIYXi49lorwDACCGkANy8kXwH8fh57XhESAEAnEVIAQCcRUgBAJxFSAHDzPjdCTBsCCkAGEyEbzhGGyEFAHAWIQUAcBYhBcAd/D4PWQgpAICzCClgnONuRLiMkAIAJDn4DQshBTjI+Js5/nC7e178VQAAOIuQwvjAN6lAUSKkUJSM0AHGBUIKAOAsQgoYY7ilHGMJIQUAcBYhBQBwFiEFAHAWIQUAcBYhBRQjbo7AOEFIYeR5NtorAFAkxnRIRfluEwCK2pgOKQyjIr764dMpgOJFSAEAnEVIAcBY5hX323zJaC/gZpglf/TUdc2XL0++fCXMkluZzEwJmXxJvZbcJkwySQl5SpgnX54S8uRbctuf2iYk+WapOpNpYL8vVeMrdSzz5CuihEWUUER9ZjKLpOaNDMxvEfVbcq0Ji6SOmdz65iX7LJJaZ3Ksb576FQn2/dRcvnnq96PBczOltsmafj+S3E89TJKl+pPHHnie2e/7ybksNadC21Sd70kmmZLbzBqZJD/droGfsaWee5bZF37uZYzxMmtC4xUan1kbGpPe1yD7GTV520LHtNz6PGvKmU8ZYzPqw2uxvPOmx0mS5+e2heqVmsO3PK/XBsZKkp88Zubxg9eSrk/Po9x++RlzZW+H7BukPVhLVvtQc+Try3cMDbxH5I73c+fK2c+oGWre69QOWjNI2ZAdeeYYdE0Fjr/hNQyzfvWlDjf08YoypLq6uiRJ1XWXRnklAICPo6urS+Xl5YP2e3ZDMewW3/d1/vx53Xvvvbp8+bKmTp062ktyUmdnp2bNmsU5ug7O043hPN0YztONMTN1dXWpqqpKkcjgP5IsyiupSCSiO+64Q5I0depUvhCug3N0YzhPN4bzdGM4T9c31BVUWnH/Rg0AMKYRUgAAZxVtSMViMX3zm99ULBYb7aU4i3N0YzhPN4bzdGM4T8OrKG+cAACMD0V7JQUAGPsIKQCAswgpAICzCCkAgLMIKQCAs4oypL73ve+purpakyZNUl1dnX7+85+P9pJGTGNjo+6//36VlZVp5syZevjhh3X+/PlQjZlp+/btqqqqUmlpqZYuXapz586Fanp6erRx40bNmDFDU6ZM0erVq3XlypWRfCkjqrGxUZ7nqb6+PmjjPCV98MEHevzxx1VRUaHJkyfrU5/6lFpaWoJ+zpPU39+vb3zjG6qurlZpaanmzp2rF198Ub4/8MGtnKdbxIrM4cOHbcKECfbqq6/ae++9Z5s2bbIpU6bYxYsXR3tpI+Khhx6y/fv329mzZ+306dO2cuVKu+uuu+zatWtBzcsvv2xlZWX2d3/3d3bmzBn7/Oc/b7fffrt1dnYGNU899ZTdcccd1tTUZKdOnbLf//3ft9/+7d+2/v7+0XhZt9S7775rc+bMsU9+8pO2adOmoJ3zZPab3/zGZs+ebV/+8pftX//1X+3ChQt27Ngx+8///M+ghvNk9hd/8RdWUVFh//AP/2AXLlywv/3bv7XbbrvNdu3aFdRwnm6Nogup3/md37Gnnnoq1Hb33Xfb888/P0orGl1tbW0myZqbm83MzPd9i8fj9vLLLwc1//d//2fl5eX2/e9/38zM/ud//scmTJhghw8fDmo++OADi0Qi9uMf/3hkX8At1tXVZTU1NdbU1GRLliwJQorzlPTcc8/Z4sWLB+3nPCWtXLnSvvKVr4Ta1qxZY48//riZcZ5upaL6cV9vb69aWlq0YsWKUPuKFSt04sSJUVrV6Oro6JAkTZ8+XZJ04cIFtba2hs5RLBbTkiVLgnPU0tKivr6+UE1VVZVqa2vH3Hl8+umntXLlSi1fvjzUznlKevvtt7VgwQJ97nOf08yZMzV//ny9+uqrQT/nKWnx4sX6yU9+ovfff1+S9Mtf/lLHjx/XZz7zGUmcp1upqD4F/cMPP1QikVBlZWWovbKyUq2traO0qtFjZtq8ebMWL16s2tpaSQrOQ75zdPHixaBm4sSJmjZtWk7NWDqPhw8f1qlTp3Ty5MmcPs5T0q9//Wvt2bNHmzdv1p/+6Z/q3Xff1Ve/+lXFYjF96Utf4jylPPfcc+ro6NDdd9+taDSqRCKhl156SY888ogkvp5upaIKqTTP80LPzSynbTzYsGGDfvWrX+n48eM5fTdzjsbSebx8+bI2bdqko0ePatKkSYPWjffz5Pu+FixYoIaGBknS/Pnzde7cOe3Zs0df+tKXgrrxfp7eeOMNHTx4UIcOHdInPvEJnT59WvX19aqqqtITTzwR1I3383QrFNWP+2bMmKFoNJrzXUdbW1vOdzBj3caNG/X222/rZz/7me68886gPR6PS9KQ5ygej6u3t1ft7e2D1hS7lpYWtbW1qa6uTiUlJSopKVFzc7O+853vqKSkJHid4/083X777br33ntDbffcc48uXUr+r9d8PSV9/etf1/PPP68vfOELmjdvnr74xS/qa1/7mhobGyVxnm6logqpiRMnqq6uTk1NTaH2pqYmLVq0aJRWNbLMTBs2bNCbb76pn/70p6qurg71V1dXKx6Ph85Rb2+vmpubg3NUV1enCRMmhGquXr2qs2fPjpnzuGzZMp05c0anT58OHgsWLNBjjz2m06dPa+7cuZwnSQ888EDOP2F4//33NXv2bEl8PaV99NFHOf97bDQaDW5B5zzdQqN0w8ZNS9+Cvm/fPnvvvfesvr7epkyZYv/1X/812ksbEX/yJ39i5eXl9s4779jVq1eDx0cffRTUvPzyy1ZeXm5vvvmmnTlzxh555JG8t8LeeeedduzYMTt16pT9wR/8wZi/FTbz7j4zzpNZ8vb8kpISe+mll+w//uM/7G/+5m9s8uTJdvDgwaCG82T2xBNP2B133BHcgv7mm2/ajBkzbMuWLUEN5+nWKLqQMjP767/+a5s9e7ZNnDjR7rvvvuD26/FAUt7H/v37gxrf9+2b3/ymxeNxi8Vi9ulPf9rOnDkTmqe7u9s2bNhg06dPt9LSUlu1apVdunRphF/NyMoOKc5T0t///d9bbW2txWIxu/vuu23v3r2hfs6TWWdnp23atMnuuusumzRpks2dO9e2bdtmPT09QQ3n6dbg/5MCADirqH4nBQAYXwgpAICzCCkAgLMIKQCAswgpAICzCCkAgLMIKQCAswgpAICzCCkAgLMIKQCAswgpAICz/h989+AeiVyNGAAAAABJRU5ErkJggg==\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "data = np.load(os.path.join(datapath, \"results/diffusion/harmonic/petsc/LinearGMRESSolver/ILUPreconditioner/1000000/solution.npz\"))\n", - "plt.imshow(data[\"value\"])" - ] - }, - { - "cell_type": "markdown", - "id": "9b2a5034-5ae3-4b46-9551-37ee65810c93", - "metadata": {}, - "source": [ - "### Matrix" - ] - }, - { - "cell_type": "markdown", - "id": "fbc5c721-9a58-4d7e-8331-afd3b2749884", - "metadata": {}, - "source": [ - "A representative solution matrix can be seen by running a small problem (because of the way the problem restarts, we start with a large checkerboard initial condition)" - ] - }, - { - "cell_type": "code", - "execution_count": 94, - "id": "d08f7e62-d9cb-4ed6-b816-3b0cc10debc3", - "metadata": {}, - "outputs": [], - "source": [ - "Nxy = 1000\n", - "mesh = fp.Grid2D(nx=Nxy, Lx=1., ny=Nxy, Ly=1.)\n", - "phi = fp.CellVariable(mesh=mesh, value=(((mesh.x + mesh.y) * Nxy).value.astype(int) % 2) * 1.)\n", - "path = \"matrices/initial_conditions/diffusion\"\n", - "os.makedirs(path, exist_ok=True)\n", - "np.savez(os.path.join(path, \"t=0.0.npz\"), phi=phi.globalValue.reshape((Nxy, Nxy)))" - ] - }, - { - "cell_type": "code", - "execution_count": 95, - "id": "ff45ad7d-199f-44c9-bbb5-8a5f6c442eb8", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "storing results in matrices/diffusion\n" - ] - } - ], - "source": [ - "!python diffusion.py --numberOfElements=16 \\\n", - " --output=matrices/diffusion \\\n", - " --restart=matrices/initial_conditions/diffusion/t=0.0.npz \\\n", - " --store_matrix \\\n", - " --totaltime=1" - ] - }, - { - "cell_type": "code", - "execution_count": 96, - "id": "adffa013-038e-4732-9559-701065886664", - "metadata": {}, - "outputs": [], - "source": [ - "from scipy import io\n", - "mtx = io.mmread(\"matrices/diffusion/t=1.0.mtx\")\n", - "rhs = np.load(\"matrices/diffusion/t=1.0.rhs.npz\")" - ] - }, - { - "cell_type": "code", - "execution_count": 97, - "id": "74141e14-9c91-4d9e-9279-9fb1af01f1da", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAn8AAAHVCAYAAACAIZ3uAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy89olMNAAAACXBIWXMAAA9hAAAPYQGoP6dpAAA3oklEQVR4nO3df3QU9b3/8dfshmwCJKEhhBBJSASuWFAQoqKiQqUopainrRZ/YPAHlcMPCXgQqfWCtpJiVWihYKEt0Nui9HurwPXUalTkx7UoJEQtVRFFkhox4oUsP0wCu/P9I2TvXRMgO7vD7mSej3PmHHd25jPvxF195/2ez2cM0zRNAQAAwBU88Q4AAAAAZw/JHwAAgIuQ/AEAALgIyR8AAICLkPwBAAC4CMkfAACAi5D8AQAAuAjJHwAAgIuQ/AEAALgIyR8AnEWvv/66DMPQvHnz4h0KAJci+QOQsI4dO6b58+dr8ODB6ty5s1JSUtSzZ09deeWVmjNnjj766KN4hxgzBQUFKigoiHcYAFwgKd4BAEBrDh8+rGHDhumdd95Rnz59dPvtt6tLly6qrq7Wrl279POf/1y9e/dW79694x1qRC655BK99957ysrKincoAFyK5A9AQlq0aJHeeecd3X333VqxYoUMwwh7f+/evWpoaIhTdNZ17NhR/fr1i3cYAFyMti+AhPT3v/9dkjR16tQWiZ8kFRYWhiVRzW3TgwcPauLEierevbtSU1N1ySWXaMOGDS3Or6mp0dy5czV06FBlZ2fL5/OpoKBAkydPVm1tbYvjJ0yYIMMw9PHHH2vhwoXq37+/fD6fJkyYIEmqr6/Xk08+qYEDByojI0OdO3dW7969dcstt+jdd98NjfP1e/4++eQTGYahffv2ad++fTIMI7TNmzdPGzdulGEYmjJlSqu/p3/+858yDEM33HBDm3+3ANyNyh+AhJSZmSlJ2rNnjwYNGtSmcxobGzVy5Eh99dVXKi4u1qFDh/Tss8/qxhtv1H/8x3/otttuCx27efNmPfnkk7rmmmt06aWXqkOHDtq5c6eWLVuml156SRUVFcrIyGhxjWnTpmnbtm0aM2aMvvvd76p79+6SpOLiYv35z3/WhRdeqDvvvFM+n09VVVXauHGjrr32Wl1wwQWtxtylSxfNnTtXixYtkiSVlJSE3hs+fLiGDx+uf/u3f9Of/vQnPfHEE0pNTQ07/7e//a0kaeLEiW36HQGATABIQOvWrTMlmenp6ebs2bPNV1991fyf//mfUx7fq1cvU5L5rW99y2xsbAztf++998zU1FSzS5cupt/vD+3//PPPzcOHD7cYZ/Xq1aYk82c/+1nY/uLiYlOS2bNnT3Pfvn1h7x06dMg0DMMsKioyT5w4EfbeiRMnzIMHD4Zeb9y40ZRkzp07t0X8vXr1avVn+8UvfmFKMlevXh22v6GhwczKyjLPOeecFtcFgFOh7QsgId1www16/PHHFQwGtWDBAl1zzTXKzMxUnz59NHXqVH344YetnvfTn/5UHTp0CL3u16+f7rrrLh06dEjr168P7c/Ozlbnzp1bnD9+/Hilp6frlVdeaXX8WbNmKT8/P2yfYRgyTVM+n09erzfsPa/Xqy5durT1x27VhAkT5PP5QlW+ZuvXr9eBAwd05513trguAJwKyR+AhDVr1izV1NToz3/+s0pKSjRs2DBVVVXp17/+tS688MIW9/J16NBBQ4cObTHOlVdeKUmqrKwM2//cc8/p2muvVbdu3ZSUlCTDMOTxeOT3+1VTU9NqTJdcckmLfenp6bruuuv03//93xo8eLDmz5+vLVu2qLGx0eJPHi4rK0vf+973tGXLFu3evTu0/3e/+50Mw9Ddd98dk+sAcAeSPwAJLS0tTTfddJMWLlyoLVu26IsvvtDkyZNVX1+vu+++OyzB6tq1qzyelv9Za74vr66uLrTvySef1Pe//33t3LlTo0aN0v3336+5c+dq7ty5ysjIOOVM4uaxvu4///M/9eMf/1iHDh3SQw89pKuuukpZWVkqKSnRsWPHovkVSJJ+9KMfSfrfe/yqqqpUVlamkSNHsj4ggIiQ/AFwlIyMDC1ZskS9evXSgQMHwmbSfvnllwoGgy3O+fzzz0PnStKJEyf005/+VLm5udq1a5f+9Kc/acGCBZo3b57mzp172opdazOPJalTp0567LHH9PHHH+vjjz/W7373O/Xr10+//OUvNWPGjGh+ZElNkz/OO+88/eEPf9Dx48f1+9//XsFgkIkeACJG8gfAcQzDUMeOHVvsP378uLZt29Zi/5YtWyQpNGv4wIEDqqur09ChQ9WtW7ewY3fs2KGvvvoqqvgKCwt11113adOmTercuXOrS818ndfrVSAQOO0xEydO1Oeff67169dr5cqVysrKYokXABEj+QOQkH7zm99o+/btrb733HPP6f3331eXLl00YMCAsPcefvhhHT9+PPT6/fff1+9//3tlZGSEEqXs7GylpqaqoqIirCV78OBBTZs2LeJYv/jiC7311lst9h88eFANDQ0tlmdpTWZmpg4cOKD6+vpTHtM88WP69OmqqqpScXGxkpOTI44XgLuxzh+AhPTiiy9q0qRJ6tOnj6644grl5ubqyJEjqqys1JYtW+TxeLR06VL5fL7QOT169NChQ4c0aNAgjRkzRnV1dXrmmWdUX1+vFStWKC0tTZLk8Xg0efLk0KLMY8eOld/v14svvqhevXopNzc3olg//fRTXXrpperfv78GDx6sc845R19++aXWr1+v48eP64EHHjjjGN/61re0Y8cOjR07VldeeaWSk5M1bNgwDRs2LHRM165d9f3vf19r1qyRJN1zzz0RxQkAEskfgAS1YMECXXHFFSorK9PmzZv12WefSZLOOeccFRcXa9q0aRoyZEjYOcnJySorK9Ps2bO1evVq1dXV6YILLtDDDz+s66+/PuzY0tJSZWZmatWqVVq6dKm6d++ucePG6ZFHHmlRTTyTgoICzZs3T6+99ppeeeUVffnll8rKytLgwYM1Y8YMjRo16oxjPPzwwzp48KBeeOEFvfbaawoGg5o7d25Y8ic1LSa9Zs0aDRs2jMfEAbDEME3TjHcQABCt5hmvn3zySVzjsNvjjz8eSm7vuOOOeIcDwIFI/gC0C25I/urr63XeeefpyJEj+te//tWmewkB4Oto+wJAgtu6das2bdqkl156SVVVVfr5z39O4gfAMpI/AEhwr7zyih555BFlZWVpxowZuv/+++MdEgAHo+0LAADgIqzzBwAA4CIkfwAAAC5C8gcAAOAiCTfhIxgMqqamRmlpaad8gDoAoP0xTVOHDx9Wbm6uPB5qE62pr69XY2Oj5fOTk5OVkpISw4jaD6fnH5F8fxIu+aupqVFeXl68wwAAxEl1dbV69uwZ7zASTn19vVLTMqUTX1keIycnR3v37iUBbEV7yT/a8v1JuOSv+dmbPW95Wp5ke9axentGvi3jNvMUDrZ1fLsFP9pu6/ie3hfbOj4AZ/L7/crLywv9fwDhGhsbpRNfqcOAWyRvh8gHCBzX/n88o8bGRpK/VjR/7n78/zYrpWPnOEcTufpjRzT/pqva9P1JuOSvudTqSU6VJ7mjLddIT7P3X6onPd3W8e0WTOtk6/hO//0AsJcTW25nlbeDDG9yxKexrtvpNX/uUjp2Vkon5/4B0pbvT8IlfwAA4NQMj1eGxxv5iaaFc9AukfwBAOAgJH+IFtOpAAAAXITKHwAADmIYFit/QSp/aELyBwCAgxhejwyvlbYvzT40se2TsHTpUhUWFiolJUVDhgzRli1b7LoUAAAA2siW5G/t2rUqKSnRQw89pJ07d+rKK6/U6NGjVVVVZcflAABwDY/Ha3kDJJuSv6eeekp333237rnnHp1//vlatGiR8vLytGzZMjsuBwCAazTP9rWyAZINyV9jY6PKy8s1atSosP2jRo3SG2+80eL4hoYG+f3+sA0AAAD2iHnyd+DAAQUCAXXv3j1sf/fu3bV///4Wx5eWliojIyO0tYfn6gEAYBcqf4iWbRM+vv54EdM0W33kyJw5c1RXVxfaqqur7QoJAADHMzweyxsg2bDUS1ZWlrxeb4sqX21tbYtqoCT5fD75fL5YhwEAAIBWxPzPgOTkZA0ZMkRlZWVh+8vKynT55ZfH+nIAALgKbV9Ey5ZFnmfOnKnx48erqKhIl112mZYvX66qqipNmjTJjssBAOAaTS1cC4kcbV+cZEvy98Mf/lBffvmlHn30UX322WcaMGCA/vrXv6pXr152XA4AAABtZNufAZMnT9Ynn3yihoYGlZeX66qrrrLrUgAAuEbzs30j3ozo2r6lpaUyDEMlJSWx+UEQNzzbFwAAJ/F6LT3b1wxaT/62b9+u5cuX68ILL7Q8BhIHNwAAAIBTOnLkiG677TatWLFC3/jGN+IdDmKA5A8AAAc527N9p0yZojFjxmjkyJEx/kkQL7R9AQBwEKuJXPM5X3+M6unW23322WdVUVGh7du3Rx4oEhaVPwAAXCQvLy/ssaqlpaWtHlddXa3p06frj3/8o1JSUs5ylLBTwlb+3p6Rr/S0zraMPaWigy3jNlucvMvW8ZN69rd1fE+fobaOH9j3tq3je3sNtHV8AIgnj8crj6V1/prOqa6uVnp6emj3qap+5eXlqq2t1ZAhQ0L7AoGANm/erCVLlqihoUFeCxNPEt2Pis4J+/04hd/v17+38diETf4AAEBLVhd5bn62b3p6epuSm2uuuUbvvvtu2L4777xT/fr10+zZs9tl4ucWJH8AAKCFtLQ0DRgwIGxfp06d1LVr1xb74SwkfwAAOEi0Ez4Akj8AABwknsnf66+/HvUYiD9m+wIAALgIlT8AAByEti+iRfIHAICDGIbF5M8g+UMT2r4AAAAuQuUPAAAHMbxeGRbW2LNyDtonkj8AABwk2kWeAT4JAAAALkLlDwAAB2G2L6JF8gcAgIOQ/CFatH0BAABchMofAAAO4vEY8ngMCydaOAftEskfAAAOYngMGRYSOSvnoH2i7QsAAOAiVP4AAHAQwzBkGBYqfxbOQftE8gcAgIMYFu/5M2n74iTavgAAAC5C5Q8AAAcxDIsTPmj74iSSPwAAHITZvogWbV8AAAAXSdjKn6dwsDzp6baMvTh5ly3jNltV09nW8Yt9VbaO36Fbvq3je3sNtHX8E599aOv4ST362jo+AJyOxzDksdDCNWn7tolpNm1OE0nMCZv8AQCAlmj7Ilq0fQEAAFyEyh8AAA5C5Q/RIvkDAMBBPCzyjCjR9gUAAHARKn8AADiI4WnarJwHSCR/AAA4imEYlp7WwRM+0CzmfweUlpbq4osvVlpamrKzs3XjjTfqgw8+iPVlAAAAYEHMk79NmzZpypQp2rZtm8rKynTixAmNGjVKR48ejfWlAABwHY/nfyd9RLbFO3Ikipi3ff/2t7+FvV65cqWys7NVXl6uq666KtaXAwDAVVjqBdGy/Z6/uro6SVJmZmar7zc0NKihoSH02u/32x0SAACAa9laBDZNUzNnztSwYcM0YMCAVo8pLS1VRkZGaMvLy7MzJAAAHM0wjFD1L6KNCR84ydbkb+rUqXrnnXf0zDPPnPKYOXPmqK6uLrRVV1fbGRIAAI7mMQzLGyDZ2PadNm2aNmzYoM2bN6tnz56nPM7n88nn89kVBgAAAP6PmCd/pmlq2rRpev755/X666+rsLAw1pcAAMC9LE74EBM+cFLMk78pU6ZozZo1Wr9+vdLS0rR//35JUkZGhlJTU2N9OQAAXIXZvohWzO/5W7Zsmerq6jR8+HD16NEjtK1duzbWlwIAAECEbGn7AgAAezQv2mzlPEDi2b4AADgKz/ZFtHjYCwAAgItQ+QMAwEEMT9Nm5TxAIvkDAMBRuOcP0eLvAAAAABdxZeUvqWd/W8cv9lXZOv6mQ/aulziym63D2y6pR19bx288VGvr+Mldsm0dH4Czsc6fvQyjaXOaSGJ2ZfIHAIBTMdsX0aLtCwAA4CJU/gAAcBAmfCBaJH8AADiIYVi854+2L06i7QsAAOAiVP4AAHAQr8eQ10Llz6Tti5NI/gAAcBCPxeQvSPKHk2j7AgAAuAiVPwAAHMRq25fKH5qR/AEA4CAkf4gWbV8AAAAXofIHAICDUPlDtEj+AABwkCSPlGRpqRcbgoEj8VEAAABwESp/AAA4CG1fRIvkDwAAB7G6yHOA5A8n0fYFAABwESp/AAA4iNfwyOuJvHbjNaj3oAnJHwAADmL1nj8r56B94s8AAAAAF6HyBwCAg1D5Q7RI/gAAcBCSP0SLti8AAICLJGzlL/jRdgXTOtkytqfPUFvGbdahW76t44/sZuvwSr7oLlvHr//LZFvH95xbZOv4yV2ybR0/uGebrePb/fkHYC+vYchrWKj8WTjHjVZVfqaUTkfiHUbE6o8ebvOxCZv8AQCAlqwu8uyh7YuTaPsCAAC4CJU/AAAchAkfiBbJHwAADpLkMZTEs30RBdq+AAAALkLlDwAAB6Hti2hR+QMAwEGakz8rWyRKS0t18cUXKy0tTdnZ2brxxhv1wQcf2PRT4WyyPfkrLS2VYRgqKSmx+1IAACBGNm3apClTpmjbtm0qKyvTiRMnNGrUKB09ejTeoSFKtrZ9t2/fruXLl+vCCy+08zIAALiG17DY9o1wkee//e1vYa9Xrlyp7OxslZeX66qrror4+kgctlX+jhw5ottuu00rVqzQN77xDbsuAwCAq3gstnybF3n2+/1hW0NDQ5uuW1dXJ0nKzMy07WfD2WFb8jdlyhSNGTNGI0eOPO1xDQ0NLT6IAADAHnl5ecrIyAhtpaWlZzzHNE3NnDlTw4YN04ABA85ClLCTLW3fZ599VhUVFdq+ffsZjy0tLdUjjzxiRxgAALQ70c72ra6uVnp6emi/z+c747lTp07VO++8o61bt0Z8XSSemCd/1dXVmj59ul5++WWlpKSc8fg5c+Zo5syZodd+v195eXmxDgsAgHYh2uQvPT09LPk7k2nTpmnDhg3avHmzevbsGfF1kXhinvyVl5ertrZWQ4YMCe0LBALavHmzlixZooaGBnm93tB7Pp+vTX91AACAs8c0TU2bNk3PP/+8Xn/9dRUWFsY7JMRIzJO/a665Ru+++27YvjvvvFP9+vXT7NmzwxI/AAAQGa/H2oLN3gjv8p8yZYrWrFmj9evXKy0tTfv375ckZWRkKDU1NeLrI3HEPPlLS0trcTNop06d1LVrV24SBQAgSmfrCR/Lli2TJA0fPjxs/8qVKzVhwoSIr4/EwePdAABAC6ZpxjsE2OSsJH+vv/762bgMAADtHs/2RbSo/AEA4CAei8mfh+QPJ9n+bF8AAAAkDip/AAA4iNcwIn5Ob/N5gETyBwCAo3gMQx4LiZyVc9A+0fYFAABwkYSt/Hl6XyxPBI+fiURg39u2jNvM22ugrePbrf4vk20d//I1h2wdf+uEXbaOn9Szv63je/oMtXX8wCeVto7vLRhk6/iA23kleS0U8XjEQtsUD+wR0ePvEoXf79eDbTw2YZM/AADQksdjWJq5y2xfNKPtCwAA4CJU/gAAcBBm+yJaJH8AADgIs30RLdq+AAAALkLlDwAAB/EY1mb7Mt8DzUj+AABwEGb7Ilq0fQEAAFyEyh8AAA7ChA9Ei+QPAAAH8Vq858/KOWifaPsCAAC4CJU/AAAchLYvokXyBwCAg3g9hrwWZu5aOQftE21fAAAAF6HyBwCAg9D2RbRI/gAAcBBm+yJatH0BAABchMofAAAOYlhs+xq0fXESyR8AAA7CbF9Ei7YvAACAi1D5AwDAQTySrBTxqPagGckfAAAO4jUMeS3cv2flHLRP/CEAAADgIq6s/Hl7DbR1/BOffWjr+Ek9+to6vufcIlvH3zphl63jl7wZsHX8hb4qW8fv0C3f1vG9BYNsHd/pn38g0bHIs70Mo2lzmkhidmXyBwCAU3k9TZuV8wCJti8AAICrUPkDAMBBPIa1Fi7L/KEZyR8AAA7isTjbl3v+0Iy2LwAAgItQ+QMAwEGY7YtokfwBAOAgzPZFtGz5KHz66ae6/fbb1bVrV3Xs2FGDBg1SeXm5HZcCAABABGJe+Tt48KCuuOIKjRgxQi+++KKys7P10UcfqUuXLrG+FAAArkPbF9GKefK3YMEC5eXlaeXKlaF9BQUFsb4MAACuZPUJFOR+aBbztu+GDRtUVFSkm266SdnZ2brooou0YsWKUx7f0NAgv98ftgEAAMAeMU/+Pv74Yy1btkx9+/bVSy+9pEmTJum+++7TH/7wh1aPLy0tVUZGRmjLy8uLdUgAALQbHhmWN0CyIfkLBoMaPHiw5s+fr4suukj33nuvJk6cqGXLlrV6/Jw5c1RXVxfaqqurYx0SAADtRnPb18oGSDYkfz169NA3v/nNsH3nn3++qqqqWj3e5/MpPT09bAMAAIA9Yj7h44orrtAHH3wQtm/37t3q1atXrC8FAIDrND3b19p5gGRD5W/GjBnatm2b5s+frz179mjNmjVavny5pkyZEutLAQDgOrR9Ea2YJ38XX3yxnn/+eT3zzDMaMGCAfvrTn2rRokW67bbbYn0pAAAARMiWx7t997vf1Xe/+107hgYAwNWsztxlti+a8WxfAACcxGoLl9wPJ/GYZwAAABeh8gcAgIMw2xfRIvkDAMBBDFnr4JL7oRltXwAAABeh8meDpB59bR2/8VCtreMnd8m2dfyknv1tHX+hr/WnycTK//uXvX8z3drN1uFtx+cfsJfHMOSxMOPDyjluZJpNm9NEEjPJHwAADmLI2mxfUj80o+0LAADgIlT+AABwEI+sVW6o9qAZyR8AAA5iGIYMC31fK+egfeIPAQAAABeh8gcAgIOwyDOiRfIHAICDGBaf7UvXF81o+wIAALgIlT8AAByE2b6IFskfAAAOwmxfRIs/BAAAAFyEyh8AAA7CbF9Ei+QPAACHIY9DNGj7AgAAuAiVPwAAHIS2L6JF8gcAgIMw2xfRou0LAADgIlT+AABwENq+iBaVPwAAHMSIYrNi6dKlKiwsVEpKioYMGaItW7ZE+RMg3kj+AABAq9auXauSkhI99NBD2rlzp6688kqNHj1aVVVV8Q4NUSD5AwDAQTyGYXmL1FNPPaW7775b99xzj84//3wtWrRIeXl5WrZsmQ0/Gc4Wkj8AABzEMKxvkWhsbFR5eblGjRoVtn/UqFF64403YvgT4WxjwgcAAC7i9/vDXvt8Pvl8vhbHHThwQIFAQN27dw/b3717d+3fv9/WGGEvkj8HSu6Sbev4wT3bbB3f02eoreN36JZv6/i3drN1eCVfdJet49f/ZbKt43vOLbJ1fD7/cDvDNGWYpqXzJCkvLy9s/9y5czVv3rxTn/e1kqFpmu16zcAV5Z8qpZP/zAcmmPqjh9t8LMkfAABOYgabNivnSaqurlZ6enpod2tVP0nKysqS1+ttUeWrra1tUQ2Es3DPHwAALpKenh62nSr5S05O1pAhQ1RWVha2v6ysTJdffvnZCBU2ofIHAICDGGZQhoXKn5VzZs6cqfHjx6uoqEiXXXaZli9frqqqKk2aNCnisZA4SP4AAHCSKNu+kfjhD3+oL7/8Uo8++qg+++wzDRgwQH/961/Vq1evyK+PhEHyBwAATmny5MmaPNneiWI4u0j+AABwEtNs2qycB4jkDwAAZzmLbV+0TzGf7XvixAn95Cc/UWFhoVJTU3Xuuefq0UcfVTDIhw4AACDeYl75W7BggZ5++mmtXr1a/fv3144dO3TnnXcqIyND06dPj/XlAABwlaZFnq3M9qXtiyYxT/7+/ve/64YbbtCYMWMkSQUFBXrmmWe0Y8eOWF8KAAD3oe2LKMW87Tts2DC9+uqr2r17tyTp7bff1tatW/Wd73yn1eMbGhrk9/vDNgAAANgj5pW/2bNnq66uTv369ZPX61UgENBjjz2mW265pdXjS0tL9cgjj8Q6DAAA2icqf4hSzCt/a9eu1R//+EetWbNGFRUVWr16tZ544gmtXr261ePnzJmjurq60FZdXR3rkAAAaD+akz8rGyAbKn+zZs3Sgw8+qHHjxkmSLrjgAu3bt0+lpaUqLi5ucbzP5zvlcwUBAAAQWzFP/o4dOyaPJ7yg6PV6WeoFAIBYMIOSlf+nUvnDSTFP/saOHavHHntM+fn56t+/v3bu3KmnnnpKd911V6wvBQCA6xhm0OJSLyR/aBLz5G/x4sV6+OGHNXnyZNXW1io3N1f33nuv/v3f/z3WlwIAAECEYp78paWladGiRVq0aFGshwYAAMz2RZR4ti8AAE5imk2blfMA2bDUCwAAABIXlT8AAJyEti+iRPIHAICDGKZpcbYvbV80oe0LAADgIlT+0IKnz1Bbxw98Umnr+N6CQbaOb7f6v0y2dfzL1xyydfytE3bZOn5Sz/62js/nHwmPtq+tflR0jtLT0+MdRsT8fr/auqgeyR8AAE5C8oco0fYFAABwESp/AAA4CZU/RInkDwAAB+HZvogWbV8AAAAXofIHAICTBINNm5XzAJH8AQDgLDzbF1Gi7QsAAOAiVP4AAHASZvsiSiR/AAA4CLN9ES3avgAAAC5C5Q8AACeh7YsokfwBAOAkpmkx+WO2L5rQ9gUAAHARKn8AADiJGZCCAWvnASL5AwDAUcxgUKaFp3VYOQftE21fAAAAF6HyBwCAkwQttn2tnIN2ieQPAAAnIflDlGj7AgAAuAiVPwAAHMQMBGQGIq/iWTkH7RPJHwAAThIMNm1WzgNE2xcAAMBVqPzhrPMWDLJ1/BOffWjr+Ek9+to6vufcIlvH3zphl63jl7xpb2tpoa/K1vE7dMu3dXw+/4haMGhxwgeVv7YwTWc+CS+SmEn+AABwEDMYkGkh+bNyDton2r4AAAAuQuUPAAAnMS1O+DBp+6IJyR8AAA5C2xfRou0LAADgIlT+AABwEh7vhiiR/AEA4CQs8owoRdz23bx5s8aOHavc3FwZhqF169aFvW+apubNm6fc3FylpqZq+PDh2rXL3nXFAAAA0DYRJ39Hjx7VwIEDtWTJklbff/zxx/XUU09pyZIl2r59u3JycvTtb39bhw8fjjpYAADcrvnZvlY2QLLQ9h09erRGjx7d6numaWrRokV66KGH9L3vfU+StHr1anXv3l1r1qzRvffeG120AAC4HU/4QJRiOtt379692r9/v0aNGhXa5/P5dPXVV+uNN95o9ZyGhgb5/f6wDQAAAPaIafK3f/9+SVL37t3D9nfv3j303teVlpYqIyMjtOXl5cUyJAAA2pfm2b5WNkA2rfNnGEbYa9M0W+xrNmfOHNXV1YW26upqO0ICAKBdMINByxsgxXipl5ycHElNFcAePXqE9tfW1raoBjbz+Xzy+XyxDAMAAACnENPKX2FhoXJyclRWVhba19jYqE2bNunyyy+P5aUAAHAn2r6IUsSVvyNHjmjPnj2h13v37lVlZaUyMzOVn5+vkpISzZ8/X3379lXfvn01f/58dezYUbfeemtMAwcAwJVMi4mcSfKHJhEnfzt27NCIESNCr2fOnClJKi4u1qpVq/TAAw/oq6++0uTJk3Xw4EFdeumlevnll5WWlha7qAEAAGBJxMnf8OHDZZrmKd83DEPz5s3TvHnzookLAAC0wurkDSZ8oBnP9gUAwElY5BlRsmWpFwAAACQmKn8AADiJ1Zm7zPbFSSR/AAA4iBkIyAxEnshZOQftE21fAAAAF6Hyh3YnqUdfW8dvPFRr6/jJXbJtHT+pZ39bx1/oq7J1/L/UeG0df1w3W4e3nZM//43+w7aN3a4Eg9YmbzDho00Mo2lzmkhiJvkDAMBJuOcPUaLtCwAA4CJU/gAAcBAzGJBpoYpn5Ry0TyR/AAA4CE/4QLRo+wIAALgIlT8AABzEDJoyA1Yqf6YN0cCJSP4AAHAQMxC0lvxZOAftE21fAAAQlU8++UR33323CgsLlZqaqt69e2vu3LlqbGyMd2hoBZU/AAAcJBEnfLz//vsKBoP6zW9+oz59+ugf//iHJk6cqKNHj+qJJ56w7bqwhuQPAAAHScS273XXXafrrrsu9Prcc8/VBx98oGXLlpH8JSCSPwAAXMTv94e99vl88vl8Mb9OXV2dMjMzYz4uosc9fwAAOEhz5c/KJkl5eXnKyMgIbaWlpTGP8aOPPtLixYs1adKkmI+N6FH5AwDAQcxAQMGAhSd8nDynurpa6enpof2nq/rNmzdPjzzyyGnH3b59u4qKikKva2pqdN111+mmm27SPffcE3GcsB/JHwAALpKenh6W/J3O1KlTNW7cuNMeU1BQEPrnmpoajRgxQpdddpmWL18eTZiwEckfAAAOYpoWZ/uakZ+TlZWlrKysNh376aefasSIERoyZIhWrlwpj4c7yxIVyR8AAA6SiLN9a2pqNHz4cOXn5+uJJ57QF198EXovJyfHtuvCGpI/AAAQlZdffll79uzRnj171LNnz7D3TJPHyiUaarIAADhItLN97TBhwgSZptnqhsRD5Q8AAAcxg6bFJ3yQiKEJlT8AAAAXofIHAICDBANBBS20cK2cg/aJ5A8AAAdJxNm+cBbavgAAAC5C5Q+IUHKXbFvHD+7ZZuv4nj5DbR2/Q7d8W8cf183W4dV70l9sHf/DB3rZOr7n3KIzHxQFOz//yZ4U28ZuT6j82WtV5WdK6XQk3mFErP7o4TYfS/IHAICDnM0nfKB9ou0LAADgIlT+AABwENq+iBbJHwAADkLyh2jR9gUAAHARKn8AADhIMBhU0MKEDyvnoH0i+QMAwEFo+yJaEbd9N2/erLFjxyo3N1eGYWjdunWh944fP67Zs2frggsuUKdOnZSbm6s77rhDNTU1sYwZAAAAFkWc/B09elQDBw7UkiVLWrx37NgxVVRU6OGHH1ZFRYWee+457d69W9dff31MggUAwO2aKn8BCxuVPzSJuO07evRojR49utX3MjIyVFZWFrZv8eLFuuSSS1RVVaX8fHtX/gcAoL0zgxYXeeaeP5xk+z1/dXV1MgxDXbp0afX9hoYGNTQ0hF77/X67QwIAAHAtW5d6qa+v14MPPqhbb71V6enprR5TWlqqjIyM0JaXl2dnSAAAOJoZDIYmfUS0UfnDSbYlf8ePH9e4ceMUDAa1dOnSUx43Z84c1dXVhbbq6mq7QgIAwPmsJH6BoMQ9fzjJlrbv8ePHdfPNN2vv3r167bXXTln1kySfzyefz2dHGAAAAPiamCd/zYnfhx9+qI0bN6pr166xvgQAAK4VDAQVtFDFs3IO2qeIk78jR45oz549odd79+5VZWWlMjMzlZubqx/84AeqqKjQCy+8oEAgoP3790uSMjMzlZycHLvIAQBwIWb7IloRJ387duzQiBEjQq9nzpwpSSouLta8efO0YcMGSdKgQYPCztu4caOGDx9uPVIAAABELeLkb/jw4TJN85Tvn+49AAAQHR7vhmjxbF8AABzEDJgyA5EXWqycg/bJ1nX+AAAAkFio/AEA4CDBoMXZvkz4wEkkfwAAOIgZNGUGLbR9LZyD9om2LwAAgItQ+QMSjKfPUFvHD3xSaev43oJBto5vtw8f6GXr+FMqOtg6/uLkXbaOn9Szv63j48yCASnoibyKFwzYEEw7VDywx2mfTJao/H6/HmzjsSR/AAA4iBkIyvSw1Auso+0LAADgIlT+AABwEDNgyrTQ9mWdPzQj+QMAwEGCAdPiPX8kf2hC2xcAAMBFqPwBAOAgTPhAtEj+AABwkKBpKmhhweagSdsXTWj7AgAAuAiVPwAAnCRgyjQsVPGY8IGTSP4AAHCQYCCooBH5/XtB7vnDSbR9AQAAXITKHwAADmJabPuyyDOakfwBAOAgJH+IFm1fAAAAF6HyBwCAgzDhA9Ei+QMAwEFM05RpYZFnk0WecRJtXwAAABeh8gcAgIMEA6aCsvB4NyZ84CSSPwAAHMQMmDIV+f17zPZFM9q+AAAALkLlDwAAB2mq/LHOH6wj+QMAwEG45w/Rou0LAADgIlT+AJfxFgyydfwTn31o6/hJPfraOr7n3CJbx1+cvMvW8VfVdLZ1/GJflW1jHz982Lax2xMzGJRpGJbOw5kZRtPmNJHETPIHAICD0PZFtGj7AgAAuAiVPwAAHMQMWpzta+GRcGifSP4AAHCSQFCmaeGmNO75w0m0fQEAAFyEyh8AAA4SDJgKmhYmfND2xUkkfwAAOIgZMGVaSP645w/NIm77bt68WWPHjlVubq4Mw9C6detOeey9994rwzC0aNGiKEIEAABArESc/B09elQDBw7UkiVLTnvcunXr9Oabbyo3N9dycAAAIFzQNC1vgGSh7Tt69GiNHj36tMd8+umnmjp1ql566SWNGTPGcnAAACBcwDQVsJDIWTkH7VPM7/kLBoMaP368Zs2apf79+5/x+IaGBjU0NIRe+/3+WIcEAACAk2K+1MuCBQuUlJSk++67r03Hl5aWKiMjI7Tl5eXFOiQAANqNgGl9A6QYJ3/l5eX65S9/qVWrVslo4xOG58yZo7q6utBWXV0dy5AAAGhXmtu+VjZAinHyt2XLFtXW1io/P19JSUlKSkrSvn37dP/996ugoKDVc3w+n9LT08M2AAAA2COm9/yNHz9eI0eODNt37bXXavz48brzzjtjeSkAAFzJaguXti+aRZz8HTlyRHv27Am93rt3ryorK5WZman8/Hx17do17PgOHTooJydH5513XvTRAgDgckGLLVyWekGziJO/HTt2aMSIEaHXM2fOlCQVFxdr1apVMQsMAAAAsRdx8jd8+PCIHivzySefRHoJAABwCgFZbPvGPBI4Fc/2BQDAQQKmqYBY5BnWxXydPwAAACQukj8AABwk0Rd5bmho0KBBg2QYhiorK8/ORRERkj8AABwk0ZO/Bx54QLm5uWfnYrCE5A8AAMTEiy++qJdffllPPPFEvEPBaTDhA0BMJfXoa+v4jYdqbR0/uUu2reMn9exv6/jFvipbx3/pgM+2sY8dabRt7PYk2gkffr8/bL/P55PPF/2/188//1wTJ07UunXr1LFjx6jHixfTbNqcJpKYqfwBAOAgQYst3+DJ5CAvL08ZGRmhrbS0NOqYTNPUhAkTNGnSJBUVFUU9HuxF5Q8AABeprq5Wenp66PXpqn7z5s3TI488ctrxtm/frjfeeEN+v19z5syJWZywD8kfAAAOEm3bNz09PSz5O52pU6dq3Lhxpz2moKBAP/vZz7Rt27YWiWRRUZFuu+02rV69OuJ4YR+SPwAAHCRgWntah5XZvllZWcrKyjrjcb/61a/0s5/9LPS6pqZG1157rdauXatLL7008gvDViR/AAAgKvn5+WGvO3fuLEnq3bu3evbsGY+QcBokfwAAOEhT5c9K29eGYOBIJH8AADjI2Wz7WlVQUCDTieuluARLvQAAALgIlT8AABwk2tm+AMkfAAAOYkoKWjwPkGj7AgAAuAqVPwAAHIS2L6JF8gcAgIM4YbYvEhttXwAAABeh8gcAgIPQ9kW0SP4AAHAQ2r6IFm1fAAAAF6HyBwCAg9D2RbRI/gAAcJCgxbZvkNwPJ9H2BQAAcBEqfwAAOAhtX0SL5A8AAAcJyNrMXSutYrRPCZf8mSf/MvH7/XGOBEAiavQftnX8ZE+KrePb7fhhe38/x4402jh2U+wmFarTalTwrJ7nFs2fu8M2f4fs0hx3W74/CZf8NQefl5cX50gAAPFw+PBhZWRkxDuMhJOcnKycnBz9af+nlsfIyclRcnJyDKNqP5rzj3/r2yfOkUSnLd8fw0ywP7GCwaBqamqUlpYmwzDOeLzf71deXp6qq6uVnp5+FiKMLeKPL+KPL+KPr0SL3zRNHT58WLm5ufJ4mI/Ymvr6ejU2Wq++JicnKyXF2dVtu0SafySaSL4/CVf583g86tmzZ8TnpaenJ8R/vKwi/vgi/vgi/vhKpPip+J1eSkoKyZtNrOYfiaSt3x/+tAIAAHARkj8AAAAXcXzy5/P5NHfuXPl8vniHYgnxxxfxxxfxx5fT4wdgTcJN+AAAAIB9HF/5AwAAQNuR/AEAALgIyR8AAICLkPwBAAC4iOOTv6VLl6qwsFApKSkaMmSItmzZEu+Q2qS0tFQXX3yx0tLSlJ2drRtvvFEffPBBvMOyrLS0VIZhqKSkJN6htNmnn36q22+/XV27dlXHjh01aNAglZeXxzusNjlx4oR+8pOfqLCwUKmpqTr33HP16KOPKhhMzGd3bt68WWPHjlVubq4Mw9C6devC3jdNU/PmzVNubq5SU1M1fPhw7dq1Kz7BtuJ08R8/flyzZ8/WBRdcoE6dOik3N1d33HGHampq4hfw15zp9/9/3XvvvTIMQ4sWLTpr8QE4uxyd/K1du1YlJSV66KGHtHPnTl155ZUaPXq0qqqq4h3aGW3atElTpkzRtm3bVFZWphMnTmjUqFE6evRovEOL2Pbt27V8+XJdeOGF8Q6lzQ4ePKgrrrhCHTp00Isvvqh//vOfevLJJ9WlS5d4h9YmCxYs0NNPP60lS5bovffe0+OPP65f/OIXWrx4cbxDa9XRo0c1cOBALVmypNX3H3/8cT311FNasmSJtm/frpycHH37299OmAesny7+Y8eOqaKiQg8//LAqKir03HPPaffu3br++uvjEGnrzvT7b7Zu3Tq9+eabys3NPUuRAYgL08EuueQSc9KkSWH7+vXrZz744INxisi62tpaU5K5adOmeIcSkcOHD5t9+/Y1y8rKzKuvvtqcPn16vENqk9mzZ5vDhg2LdxiWjRkzxrzrrrvC9n3ve98zb7/99jhF1HaSzOeffz70OhgMmjk5OebPf/7z0L76+nozIyPDfPrpp+MQ4el9Pf7WvPXWW6Ykc9++fWcnqAicKv5//etf5jnnnGP+4x//MHv16mUuXLjwrMcG4OxwbOWvsbFR5eXlGjVqVNj+UaNG6Y033ohTVNbV1dVJkjIzM+McSWSmTJmiMWPGaOTIkfEOJSIbNmxQUVGRbrrpJmVnZ+uiiy7SihUr4h1Wmw0bNkyvvvqqdu/eLUl6++23tXXrVn3nO9+Jc2SR27t3r/bv3x/2Xfb5fLr66qsd+V2Wmr7PhmE4ppIcDAY1fvx4zZo1S/379493OABslhTvAKw6cOCAAoGAunfvHra/e/fu2r9/f5yissY0Tc2cOVPDhg3TgAED4h1Omz377LOqqKjQ9u3b4x1KxD7++GMtW7ZMM2fO1I9//GO99dZbuu++++Tz+XTHHXfEO7wzmj17turq6tSvXz95vV4FAgE99thjuuWWW+IdWsSav6+tfZf37dsXj5CiUl9frwcffFC33nqr0tPT4x1OmyxYsEBJSUm677774h0KgLPAsclfM8Mwwl6bptliX6KbOnWq3nnnHW3dujXeobRZdXW1pk+frpdfflkpKSnxDidiwWBQRUVFmj9/viTpoosu0q5du7Rs2TJHJH9r167VH//4R61Zs0b9+/dXZWWlSkpKlJubq+Li4niHZ0l7+C4fP35c48aNUzAY1NKlS+MdTpuUl5frl7/8pSoqKhz3+wZgjWPbvllZWfJ6vS2qfLW1tS0qCIls2rRp2rBhgzZu3KiePXvGO5w2Ky8vV21trYYMGaKkpCQlJSVp06ZN+tWvfqWkpCQFAoF4h3haPXr00De/+c2wfeeff74jJgtJ0qxZs/Tggw9q3LhxuuCCCzR+/HjNmDFDpaWl8Q4tYjk5OZLk+O/y8ePHdfPNN2vv3r0qKytzTNVvy5Ytqq2tVX5+fui7vG/fPt1///0qKCiId3gAbODY5C85OVlDhgxRWVlZ2P6ysjJdfvnlcYqq7UzT1NSpU/Xcc8/ptddeU2FhYbxDisg111yjd999V5WVlaGtqKhIt912myorK+X1euMd4mldccUVLZbW2b17t3r16hWniCJz7NgxeTzhX1+v15uwS72cTmFhoXJycsK+y42Njdq0aZMjvsvS/yZ+H374oV555RV17do13iG12fjx4/XOO++EfZdzc3M1a9YsvfTSS/EOD4ANHN32nTlzpsaPH6+ioiJddtllWr58uaqqqjRp0qR4h3ZGU6ZM0Zo1a7R+/XqlpaWFqh4ZGRlKTU2Nc3RnlpaW1uL+xE6dOqlr166OuG9xxowZuvzyyzV//nzdfPPNeuutt7R8+XItX7483qG1ydixY/XYY48pPz9f/fv3186dO/XUU0/prrvuindorTpy5Ij27NkTer13715VVlYqMzNT+fn5Kikp0fz589W3b1/17dtX8+fPV8eOHXXrrbfGMer/dbr4c3Nz9YMf/EAVFRV64YUXFAgEQt/nzMxMJScnxyvskDP9/r+erHbo0EE5OTk677zzznaoAM6G+E42jt6vf/1rs1evXmZycrI5ePBgxyyVIqnVbeXKlfEOzTInLfVimqb5X//1X+aAAQNMn89n9uvXz1y+fHm8Q2ozv99vTp8+3czPzzdTUlLMc88913zooYfMhoaGeIfWqo0bN7b6eS8uLjZNs2m5l7lz55o5OTmmz+czr7rqKvPdd9+Nb9D/x+ni37t37ym/zxs3box36KZpnvn3/3Us9QK0b4ZpmuZZyjMBAAAQZ4695w8AAACRI/kDAABwEZI/AAAAFyH5AwAAcBGSPwAAABch+QMAALDJ8OHDVVJSEu8wwpD8AQliwoQJuvHGG+MdBgCgnSP5AwAAcBGSPwAAABudOHFCU6dOVZcuXdS1a1f95Cc/UTyfsUHyBwAAYKPVq1crKSlJb775pn71q19p4cKF+u1vfxu3eJLidmUAAAAXyMvL08KFC2UYhs477zy9++67WrhwoSZOnBiXeKj8AQAA2Gjo0KEyDCP0+rLLLtOHH36oQCAQl3hI/gAAAFyE5A8AAMBG27Zta/G6b9++8nq9cYmHe/6ABFJXV6fKysqwfZmZmcrPz49PQACAqFVXV2vmzJm69957VVFRocWLF+vJJ5+MWzwkf0ACef3113XRRReF7SsuLtaqVaviExAAIGp33HGHvvrqK11yySXyer2aNm2afvSjH8UtHsOM50IzAAAAOKu45w8AAMBFSP4AAABchOQPAADARUj+AAAAXITkDwAAwEVI/gAAAFyE5A8AAMBFSP4AAABchOQPAADARUj+AAAAXITkDwAAwEVI/gAAAFzk/wMQp5uH/roUngAAAABJRU5ErkJggg==\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from fipy.matrices.scipyMatrix import _ScipyMatrix\n", - "\n", - "from fipy.viewers.matplotlibViewer.matplotlibSparseMatrixViewer import MatplotlibSparseMatrixViewer\n", - "\n", - "mv = MatplotlibSparseMatrixViewer()\n", - "\n", - "mv.plot(matrix=_ScipyMatrix(mtx), RHSvector=rhs[\"rhs\"])" - ] - }, - { - "cell_type": "markdown", - "id": "55b81d6e-9b08-4bf3-a0b4-f0e8819dd49f", - "metadata": { - "tags": [] - }, - "source": [ - "### macOS" - ] - }, - { - "cell_type": "code", - "execution_count": 111, - "id": "90a3d2b5-6408-42b1-83cf-e680f6479dfe", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "events = read_events(os.path.join(datapath, \"diffusion/macOS/macos.log\"))\n", - "\n", - "macos = events2df(events)\n", - "macos_total = extract_total_times(macos)" - ] - }, - { - "cell_type": "code", - "execution_count": 112, - "id": "487464b5-f5da-488c-a198-756c05f63824", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_all(macos_total)" - ] - }, - { - "cell_type": "code", - "execution_count": 113, - "id": "eae57e2d-0207-4520-a53e-bac238e18563", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_by_solver(macos_total)" - ] - }, - { - "cell_type": "code", - "execution_count": 114, - "id": "414f59c1-764e-418c-9453-84603ddf966d", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "macos_sweep = extract_sweep_times(macos)" - ] - }, - { - "cell_type": "code", - "execution_count": 115, - "id": "057f49d2-da26-44ea-8cb6-decb7a93a4d9", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_sweep_times(macos_sweep)" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "e6fceaf6-dbe9-4130-9eb4-9cc94d196116", - "metadata": {}, - "outputs": [ - { - "ename": "NameError", - "evalue": "name 'linux_total' is not defined", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", - "Input \u001b[0;32mIn [16]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0m plot_error_matrix(\u001b[43mlinux_total\u001b[49m[(linux_total[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mpackage.solver\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mpetsc\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 2\u001b[0m \u001b[38;5;241m&\u001b[39m (linux_total[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msolver_class\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mLinearGMRESSolver\u001b[39m\u001b[38;5;124m\"\u001b[39m)],\n\u001b[1;32m 3\u001b[0m macos_total[(macos_total[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mpackage.solver\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mpetsc\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 4\u001b[0m \u001b[38;5;241m&\u001b[39m (macos_total[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msolver_class\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mLinearGMRESSolver\u001b[39m\u001b[38;5;124m\"\u001b[39m)],\n\u001b[1;32m 5\u001b[0m by\u001b[38;5;241m=\u001b[39m[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mpackage.solver\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msolver_class\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mpreconditioner\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mnumberOfElements\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 6\u001b[0m fname\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msolution.npz\u001b[39m\u001b[38;5;124m\"\u001b[39m, key\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mvalue\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 7\u001b[0m diff_fn\u001b[38;5;241m=\u001b[39mscale_and_diff)\n", - "\u001b[0;31mNameError\u001b[0m: name 'linux_total' is not defined" - ] - } - ], - "source": [ - "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", - " & (linux_total[\"solver_class\"] == \"LinearGMRESSolver\")],\n", - " macos_total[(macos_total[\"package.solver\"] == \"petsc\")\n", - " & (macos_total[\"solver_class\"] == \"LinearGMRESSolver\")],\n", - " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", - " fname=\"solution.npz\", key=\"value\",\n", - " diff_fn=scale_and_diff) " - ] - }, - { - "cell_type": "markdown", - "id": "5d95d2bb-72d9-479c-a070-ac1cb969066b", - "metadata": { - "tags": [] - }, - "source": [ - "### GPUs" - ] - }, - { - "cell_type": "code", - "execution_count": 116, - "id": "bf22d01c-1ac6-4916-b768-8f742abebedb", - "metadata": {}, - "outputs": [], - "source": [ - "gpu = events2df(read_events(os.path.join(datapath, \"diffusion/gpu/gpu.log\")))\n", - "gpu_total = extract_total_times(gpu)" - ] - }, - { - "cell_type": "code", - "execution_count": 117, - "id": "a7970c8e-35aa-458e-9f94-676b2a0dd851", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_all(gpu_total, color_by_suite=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 118, - "id": "89466698-fc1c-4a3f-ba6a-1a2d2f8abedb", - "metadata": {}, - "outputs": [], - "source": [ - "gpu_sweep = extract_sweep_times(gpu)" - ] - }, - { - "cell_type": "code", - "execution_count": 119, - "id": "6e6dfe05-5787-4829-ad8a-c347a4be11eb", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAy0AAAGDCAYAAAAmmf+xAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAABjqklEQVR4nO3deXhMZ/8G8PuZmWyTTTZBkBCZ7CIS0cTSotRSqvbavUppqVbXX+v1dm+9dKFVpbulRVWrdNNFaSmvhMYaIbYgIbLvmeX5/TGZGJFEtImZjPtzXbky55kz53zPyRjnnuec5wgpJYiIiIiIiKyVwtIFEBERERER1YWhhYiIiIiIrBpDCxERERERWTWGFiIiIiIismoMLUREREREZNUYWoiIiIiIyKoxtBA1IUKIZ4QQH1i6DiIiIqKbiaGFqAmRUr4ipbzf0nUAgBBilBBilxCiRAjxWw3PdxJCJFU+nySE6FTt+UeFEJlCiHwhxEdCCAdrXi8RERFZDkMLEf1dOQDeAvBa9SeEEPYANgFYDcADwKcANlW2QwhxF4CnAfQBEACgPYDnrXy9REREZCEMLURWSAjxlBDivBCiUAhxTAjRp7L9OSHE6srH7wghisx+dEKI5yqfayWE+FIIkSWEOCWEeLiha5RS/iylXA/gQg1P3wFABeAtKWW5lHIJAAGgd+XzkwB8KKU8LKXMBfAigMmVtQcKIXKEEJ3NtuWyEOKOxlwvERERWS+GFiIrI4QIBjALQBcppSuAuwCcrj6flHKWlNJFSukCoDuAXBh7FRQANgNIBuAHY6/CI5W9DDWt72khRF5tP39zM8IBHJBSSrO2A5XtpueTzZ5LBuArhPCSUqYBeArAGiGEGsDHAD6RUv7WmOut32YRERGRJTC0EFkfPQAHAGFCCDsp5enKA/kaCSF8AHwNYLaUcj+ALgB8pJQvSCkrpJQnAbwPYExNr5dSvialbFbbz9/cBhcA+dXa8gG41vK86bFrZU3vAzgOYA+AlgCevRnrJSIiIuvE0EJkZaSUJwA8AuA5AJeEEGuFEK1qmlcIYQdgA4DPpJRrK5v9AbSq1lvyDADfxq7dTBEAt2ptbgAKa3ne9LjQrO19ABEA3pZSlt/E9RIREZGVYWghskJSys+klN1hDCASwIJaZn0bxgPueWZt6QBOVesxcZVSDqxpAZXDKBfV9vM3N+EwgI5CCGHW1rGy3fR8lNlzUQAuSimzK2tygfFi+w8BPCeE8LwZ6yUiIiLrxNBCZGWEEMFCiN6VQ/GWASiF8ZSx6vM9AOB2AGOllAazp/4HoKDyYn4nIYRSCBEhhOhS0/oqh1F2qe2njjqVQghHGC98VwghHCt7fgDgt8qaHxZCOAghZlW2/1r5eyWAqUKIMCGEB4yh6xOzxS8GkFQ5vPO3AN67SeslIiIiK8TQQmR9HGAczvcygEwAzWE8vau6+2AcsveCWc/IM1JKPYDBADoBOFW5nA8AuDdwnRNgDFTLAPSofPw+AEgpKwAMBTARQB6AfwEYWtkOKeUPAP4LYBuAM5U//wEAIcQ9APoDmFG5nrkAOgshxjXmeomIiMh6iasH2SEiIiIiIrIu7GkhIiIiIiKrxtBCRERERERWjaGFiIiIiIisGkMLERERERFZNYYWIiIiIiKyaipLF9AYvL29ZUBAgKXLICIiuimSkpIuSyl9LF0HEVFjscnQEhAQgMTEREuXQUREdFMIIc5YugYiosbE08OIiIiIiMiqMbQQEREREZFVY2ghIiIiIiKrZpPXtBAREVHDSkpKaq5SqT4AEAF+6UlEDc8A4JBOp7s/JibmUvUnGVqIiIjoulQq1QctWrQI9fHxyVUoFNLS9RCRbTEYDCIrKyssMzPzAwBDqj/Pb0qIiIioPiJ8fHwKGFiIqDEoFArp4+OTD2Nv7rXP3+R6iIiIqGlSMLAQUWOq/IypMZ8wtBAREVGTUFRUJLp06RKs0+ksXco/EhcXF7xjxw61eduOHTvUkydPbnMz1v/cc8/5tmvXLlyj0YQFBweH3X///a3Ly8sFAPj5+UXGxMQEm88fEhISFhQUFA4AW7ZscXV1de0UGhoa1q5du/Dp06e3Ns23ZMkSLw8Pj6iQkJAw009SUpKjXq/H5MmT2wQFBYVrNJqwiIiI0JSUFHsAeOutt7w0Gk2YRqMJCwoKCl+9enWzumofPnx4wMcff+zR4DvFRqnV6mgAOH36tF3//v3bA8CuXbuc1q1b526aZ82aNe7PPPNMi8asY+7cua3mz5/vCwDTp09v/c0337je6DJ4TQsRERE1CW+//bb3kCFDclUq2zt86dmzZ0nPnj1LGnMdOp0Ob7zxhs8vv/zitnfv3hRvb299WVmZeOGFF3yLi4uFg4ODBIDi4mLliRMn7Dp06KDdt2+fY/XlxMbGFm3btu1EUVGRiIyMDNu6dWtuv379igFg8ODBuStXrjxrPv/y5cs9MzMz7VJSUg4rlUqkpaXZubm5GdLS0uxef/31ln/99ddRLy8vfX5+viIjI+Om/HF1Oh1u9vtIq9XCzs7upq7TJCAgQPvDDz+cBIDExER1YmKi8+jRo/MBYNy4cfkA8m9WLY8//vilKVOm+A8ZMqTwRl7HnhYiIiJqEtavX+81atSoPMD4jX9sbGxw3759AwMDA8PHjh3bVq/X48033/SeOnVqVY/F66+/7n3//fe3BoA777wzMDw8PLRDhw7hixYt8jbNo1aro2fOnOkXHh4empCQoNm2bZs6Li4uuHXr1pFr1qxxB4DCwkLFwIED22s0mrBBgwa179ixY8iOHTvUqamp9v7+/hEZGRkqvV6PmJiY4I0bN7rd6LZt2bLFtVevXh0A47fSI0eODDDV8NJLLzU3zffuu+96RkZGhoaEhISNHTvW39TrNG7cuLYRERGhHTp0CH/00Udbmeb38/OLfPzxx1vGxMQEf/TRRx5vvPFGy/fff/+Mt7e3HgAcHR3lK6+8kunp6WkwvWbo0KE5K1eu9ASAlStXeg4fPjynpppdXFxkeHh46dmzZ+3r2raMjAw7X19frVKpBAAEBgZqfXx89BkZGXbOzs4Gd3d3PQC4u7sbQkJCKgBjb0BUVFSIRqMJ69u3b2BWVpbSfJnr1693GzhwYHvz/de7d+8OALBx40a3Tp06hYSFhYUOGDCgfX5+vqKmfVFbvea9AgAQFBQUfuzYMftjx47Zt2/fPnzMmDH+HTp0CO/WrVtQUVGRAIy9Z//617/aREdHhwQFBYVv27ZNbVrWfffd59+tW7egYcOGtbtw4YLqrrvuCoyIiAiNiIgI3bp1qzMA5OfnK0aMGBFg6nX65JNPmgHGwGfqhZo5c6afqSa1Wh09e/Zsv+Dg4LCoqKiQ9PR0FQCkpKTYd+rUKSQiIiJ0zpw5Ve+DY8eO2QcFBYWXlZWJV199tdXmzZs9QkJCwt5//32PJUuWeE2cOLEtAKSmptrHx8drNBpNWHx8vOb48eP2gLGHa/LkyW2io6NDWrduHWne2/Xvf//bNyIiIlSj0YSZv/eeeuqpFgEBAREJCQma48ePO5jaNRpNRV5enurs2bM3lBpt76sKIiIialRPbEhuk5pZqL7+nPWnaeFasnBEVHptz5eVlYn09HSH4ODgClPbwYMHnffv339Io9FU9OzZM2jlypUeU6dOzQkPDw8rLy8/5+DgIFevXu29fPnyMwCwZs2a076+vvqioiIRHR0dNn78+NwWLVroS0tLFb169SpctmzZ+b59+wbOmzfP7/fff0/dt2+f45QpU9qNGzcuf+HChT7NmjXTp6amHtm7d69jfHx8OGA8AJszZ07mlClT2nbp0qU4ODi4bNiwYQX/dH+cOHHCcdeuXcfy8vKUoaGhEU888UTW4cOHHTZs2OCZmJiY4uDgIMePH9/2vffe85o1a1b2G2+8cd7X11ev0+mQkJAQvGfPHqeuXbuWAoCjo6MhKSnpWG5uruLxxx/3NwWD2owdOzZ30qRJ7V544YWLP/74Y7PVq1efXL9+vVf1+bKyspSnTp1y6NevX9U35pUHwy6m6cTExKMTJkzI6dmzZ0hISIhrjx49CiZPnpzdrVu30ttuu63E29tb26ZNm8hu3boVDhs2LHfs2LH5ADB58uR2b7755tlBgwYVPfLII62eeuqpVh999FHV++Pee+8tmDNnjn9BQYHCzc3N8Pnnn3uMGDEiJyMjQ/XKK6+03LFjR6qbm5vh2WefbfHiiy/6Llq0KMN8X/zdv8vZs2cdV69efTIhIeHMwIED269cudLjwQcfzAGAkpISxf79+1O+//57l+nTp7c7fvz4YQA4cOCAes+ePSkuLi5y8ODB7ebOnXvxrrvuKjp+/Lj9XXfdFXTy5MnDTz/9dEs3Nzd9amrqEdO+PX36tN1zzz3nl5SUdNTHx0fXo0cPzapVq5pNmDAhr7S0VBEfH1/09ttvn58xY0brt99+2+e///1vxoMPPtj2/vvvz5o1a1b2q6++6lO9fkdHR/l///d/FxITE51NPWJLliyp+tvOmDGj7dixY7Nnz56d/dZbb3nNnDmzzc8//5wGABcvXrRLTExM+euvvxzvvffeDlOmTMnduHGj24kTJxwPHDhwVEqJO++8s8P333/v4uLiYvjqq688Dx48eESr1aJTp05h0dHRVT2JkZGRJb/++qvL5MmT8+q779nTQkRERFYvMzNT5erqetXFLJGRkcVhYWEVKpUKo0aNyvn9999d3NzcDN26dStct26d+/79+x21Wq2Ii4srBYAFCxb4BgcHh8XExIRmZmbaHT582BEA7Ozs5IgRIwoAIDw8vLR79+6FDg4OMi4urvT8+fP2ALBr1y6X++67LwcAunTpUqbRaKoOwObOnXu5qKhI+cknn/gsXbq01uB1I/r165fn5OQkW7ZsqfP09NSeO3dO9cMPP7geOnRIHRUVFRoSEhL2xx9/uJ08edIBAD799FPPsLCw0LCwsLDjx487JicnV53WNXHixFwAkFJCCFG1ji+//NItJCQkzM/PL/Knn35yNrX7+Pjo3d3ddStWrPDo0KFDqYuLi8GsNCQmJrpoNJowPz+/qH79+uW3bdu26u8yePDg3JSUlCOmHxcXFxkYGKg9ceLEoRdeeOGcQqHAwIEDgzdt2uSqUqmwY8eO45999llaUFBQ2dNPP91m7ty5rbKzs5WFhYXKQYMGFQHAtGnTsnfv3u1iXoOdnR3uuOOOgrVr17prtVr8+uuv7vfdd1/eb7/95pyWluYYFxcXEhISErZ27Vov854g0774u/z8/MoTEhJKASA6Orrk9OnTVT0IY8eOzQGAAQMGFBUVFSkuX76sBID+/fvnubi4SADYuXOn25w5c9qGhISEDR48uENRUZEyNzdXsWPHDrdHH3206t4kPj4++j/++MP5tttuK2zVqpXOzs4Oo0ePztm+fbtL5fbLMWPG5ANATExM8ZkzZ+wBYN++fS7Tpk3LAYAHHngg+0a3b//+/c7Tp0/PAYCZM2fmJCUlVe33IUOG5CmVSsTExJRlZ2fbAcAPP/zgtmPHDrewsLCw8PDwsLS0NMeUlBTHbdu2uQwcODDP1dXV4OnpaejXr1+e+Xp8fHx0pn9b9cWeFiIiIrohdfWINBZnZ2dDRUXFVV+2mh+Am09Pnz798ssvv9xCo9GUjR8//jJgPH1o+/btromJiSmurq6GuLi44NLSUgUAqFQqqVAYF61QKGC6tkOpVEKv1wvAeMBfm8LCQkVmZqY9ABQUFCg9PDwMtc5cT6YaTHXodDohpRQjR47MXrp06XnzeVNSUuzfeecd38pv5PXDhw8PKCsrq9pXrq6uBgDw9PQ0ODk5GVJSUuxDQkIqhg8fXjB8+PAjvXr16lBeXn7Vvh0xYkTuk08+6f/uu++eql6b6ZqWAwcOONxxxx0hI0eOzDUdyNfGyclJjho1qmDUqFEFvr6+2o0bNza75557ChUKBXr16lXSq1evkgEDBhTcf//9Ac8+++zF+uyjMWPG5CxdurS5t7e3vmPHjiUeHh4GKSW6d+9esHnz5mvqNt8XdVGpVNJguDKbaZACALC3tzf/u0jTewio/f3o7OxctTApJRITE4+aQox5e/XX1/WeM3/PqlQq6HS6qhc31ih/jo6OVcs11SalxCOPPJLxxBNPXDaf94UXXmhefXvMlZWVCScnpxv6d8KeFiIiIrJ6Pj4+er1eL0pKSqqOhA4ePOickpJir9frsWHDBs8ePXoUAkDv3r2LMzIy7L/66iuvqVOn5gBAXl6e0t3dXe/q6mrYv3+/Y3JysnNt66pJQkJC0dq1az0AICkpyTE1NdXJ9NysWbP8RowYkf3MM89cmDx5sr+pPT4+XnPq1KkGu/K6f//+BVu2bPE4f/68CgAuXryoTE1Ntc/NzVU6OTkZPD099enp6arffvvNvbZlPPLIIxnTpk3zN/UCGAwGVA8sADBu3Ljchx56KLOuU906duxYPmfOnIxXX321zpGn/vjjD/Xp06ftAECv1+PgwYNO/v7+FadPn7b7448/qk4zTExMVPv5+VV4eXnp3dzc9D/88IMLAHz44Yde8fHxRdWXO2jQoMLDhw+r33//fe+RI0fmAMAdd9xRnJiY6HLo0CEHwBgoDxw44FD9tQDwyiuv+LzyyivXnEIVEBBQ/tdffzmbaj9//nyNr6/u888/9wCAH3/80cXV1VXv5eWlrz5P9+7dCxYsWFB1jdKuXbucKusueOONN6ras7KylD179izes2ePa0ZGhkqn0+GLL77wvOOOO67ZD+Y6d+5c9P7773sCwPvvv3/NKX0A4Obmpi8qKqoxA0RHRxd/8MEHHoDxeprY2Ng61zdgwICCVatWeZuuGzp16pTd+fPnVb179y769ttvmxUVFYnc3FzFTz/91Mz8dWlpaY5RUVF1Bt3q2NNCRERETULPnj3zt27d6jJ06NBCAOjUqVPRY4891jolJcWpa9euhRMmTMgzzTt06NDcAwcOqH18fPQAMHz48PwVK1b4aDSasMDAwLKoqKjiG1n3E088kTVq1KiAyiF7S4KDg0s9PDz03377rctff/3l/OGHH6aoVCp89dVXHosXL/aaNWtW9pkzZxx8fHxqHJ/53nvvDVKpVBIwHmg+9NBDWderISYmpmzevHnn+/TpozEYDLCzs5NLliw526dPn+KIiIiSoKCg8LZt25bHxMTUeqD55JNPZpWUlChiY2ND7e3tDc7Ozoa4uLii+Pj4q0Yu8/DwMLz88suZ16vpsccey2rfvn0L0xDG1a9pefvtt8/k5+crH3jgAX9TT1mnTp2Kn3766Uvnzp2ze/zxx1tfvHjRzsHBQXp6emrff//9swDw8ccfn5o5c6b/ww8/rGjbtm35559/frr6ulUqFfr06ZO/YcMGr/Xr158GgFatWumWL19+esyYMe0rKioEAPznP/8537Fjx/Lqr09JSXHq1q3bNftq4sSJuWvWrPEKCQkJ69SpU7G/v3/Z9fZD5T7TR0dHhxQVFSlXrFhRY0/PihUr0u+///62Go0mTK/Xi65duxYmJCScffXVVzOmTJnSNigoKFyhUMhnnnnmwqRJk/Lmz59//vbbb9dIKUWfPn3yx48fn1dXDe++++7ZMWPGtH/33Xd9hwwZUuOpcAMGDChctGhRy5CQkLDHHnssw/y5ZcuWnZ00aVLA4sWLW3h5eelWrlx5uq71DRs2rODw4cOOXbp0CQEAtVptWLNmzanu3buX3HvvvTkRERHhfn5+5XFxcVX7uby8XJw+fdqhZ8+eN/RvUNTV9dRUxcbGysTEREuXQUREdFMIIZKklLGNuY7k5OTTUVFRl68/Z+PZuXOn08KFC1t8/fXXp7Zs2eL6+uuv+27btu1ETfP26tWrwyOPPHLxnnvuuaFhVWuj0+lQUVEh1Gq1PHz4sEO/fv00aWlph8xPmTG3d+9ex+XLl3t/8MEH5xpi/dTwevXq1eH7779Pq+1veCPi4uKCFy1alN7Yw1bbgpUrVzZLSkpSL168+EJNzycnJ3tHRUUFVG9nTwsRERE1Cd26dSvdu3dvQV03l7x8+bIyNjY2NDQ0tKShAgtgPM2oR48ewVqtVkgp8eabb56p62C3S5cuZV26dGFgsWK1BV5qXDqdTvz73/+u13VL5tjTQkRE1MTdKj0tRGT7autp4YX4RERERERk1RhaiIiIiIjIqtlUaBFCDBZCrMjPz7d0KURERERE1EBsKrRIKTdLKae7u9c6PDkRERERETUxNhVaiIiIyHYVFRWJLl26BNc1elhTEBcXF7xjxw61eduOHTvUkydPbtPY6x4+fHjAxx9/7FFXPceOHbMPCgoKB4yjpg0ZMqSdRqMJCwoKCo+JiQk23UiwNmq1Orpxqrc9S5Ys8Zo4cWJbAPjvf//r884773iZ2k035ASA0aNH+yclJTk2Zi1+fn6RGRkZqrKyMhEbGxus1Wobc3U3jEMeExERUZPw9ttvew8ZMiRXpbK9w5eePXuWNPY9Pv5O2HvllVeaN2/eXPvNN9+cAoDk5GQHe3v7Rh96VqfTwRJ/Z0utFzDe+NP0ePXq1d6dOnUqDQgI0ALAunXrztysOhwdHeXtt99e8MEHH3jOnDkz52at93rY00JERERNwvr1671GjRqVBwBbtmxxjY2NDe7bt29gYGBg+NixY9vq9Xq8+eab3lOnTq3qsXj99de977///tYAcOeddwaGh4eHdujQIXzRokXepnnUanX0zJkz/cLDw0MTEhI027ZtU8fFxQW3bt06cs2aNe6Ascdh4MCB7TUaTdigQYPad+zYMWTHjh3q1NRUe39//4iMjAyVXq9HTExM8MaNG91udNu2bNni2qtXrw4AMHfu3FYjR44MMNXw0ksvNTfN9+6773pGRkaGhoSEhI0dO9bfFETGjRvXNiIiIrRDhw7hjz76aCvT/H5+fpGPP/54y5iYmOCPPvrI45oVX0dGRoadn59f1VfuUVFR5U5OThIAnnvuOd+goKDwoKCg8BdeeKF59dcOGjSo/bp166rO2R8+fHjAJ5980kyn0+GBBx5oHREREarRaMIWLlzobdoHXbt21QwePLhdcHBweF11mXoFAGMvVVxcXHBd++7YsWP27dq1Cx82bFiARqMJ69+/f/vCwkJFTfto48aNbp06dQoJCwsLHTBgQHtTz9L27dvV0dHRIcHBwWGRkZGhubm5ipKSEjFixIgAjUYTFhoaGrZ582ZXwNhT0q9fv8AePXoE+fv7R8yYMaO1qfbFixd7BQQERHTp0iV4165dLqb2uXPntpo/f77vxx9/7HHo0CH1xIkT24eEhIQVFRUJ896w5cuXe5p6vmbOnOlner1arY6ePXu2X3BwcFhUVFRIenq6CgAuXLiguuuuuwIjIiJCIyIiQrdu3eoMAJmZmcpu3boFhYaGho0dO9bf/DYoI0aMyFu7dq3ndd4eN5XtfVXRRPxwKAMf7zyN+EAvxLf3Qqe2zeCgUlq6LCIiouv7+qE2uHREff0Zb0DzsBIMXZpe29NlZWUiPT3dITg4uMLUdvDgQef9+/cf0mg0FT179gxauXKlx9SpU3PCw8PDysvLzzk4OMjVq1d7L1++/AwArFmz5rSvr6++qKhIREdHh40fPz63RYsW+tLSUkWvXr0Kly1bdr5v376B8+bN8/v9999T9+3b5zhlypR248aNy1+4cKFPs2bN9KmpqUf27t3rGB8fHw4AGo2mYs6cOZlTpkxp26VLl+Lg4OCyYcOGFfzT3XHixAnHXbt2HcvLy1OGhoZGPPHEE1mHDx922LBhg2diYmKKg4ODHD9+fNv33nvPa9asWdlvvPHGeV9fX71Op0NCQkLwnj17nLp27VoKAI6OjoakpKRjAPDjjz/e0IW/06dPv3z33XdrNm3a5NGzZ8+CadOmZUdGRpb//vvv6s8++8wrKSnpqJQSMTExoX369Cns1q1bqem1o0ePzlm3bp3H6NGj88vKysTOnTvdPv300zNvvfWWt7u7u/7QoUNHS0tLRZcuXUIGDx5cAAAHDhxw3r9//+GQkJCK2qu68X0HAKdPn3Zcvnz56X79+hWPHDkyYOHChT4vvPDCRfN9lJGRoRo8eHDgjh07Ut3c3AzPPvtsixdffNH3pZdeyhw3blzgmjVr0m6//faSnJwchYuLi+Gll17yBYDU1NQj+/fvdxw4cGBQWlraIQA4cuSIOjk5+YiTk5OhQ4cOEY8//vhFOzs7vPbaa62SkpKOenp66hMSEoIjIiKu6mGbMmVK7rJly5ovWrQovXrv2+nTp+2ee+45v6SkpKM+Pj66Hj16aFatWtVswoQJeaWlpYr4+Piit99++/yMGTNav/322z7//e9/Mx544IE2c+fOvXjXXXcVHT9+3P6uu+4KOnny5OGnn366VXx8fNGiRYsy1q5d6/75559XBfkuXbqUHjhwwPnv/g0aA0OLhUgJFFfosPiX43jr5+NwUCkQ4++B+PZeiA/0QsfWzWCvYkcYERERAGRmZqpcXV2vOr8pMjKyOCwsrAIARo0alfP777+7TJkyJbdbt26F69atc4+MjCzTarUiLi6uFAAWLFjg++233zarXJ7d4cOHHVu0aFFsZ2cnR4wYUQAA4eHhpQ4ODgYHBwcZFxdXev78eXsA2LVrl8ucOXMuAca73Ws0mqqDyblz517euHGjxyeffOJz4MCBIw2xvf369ctzcnKSTk5OOk9PT+25c+dUP/zwg+uhQ4fUUVFRoQBQVlamaN68uQ4APv30U89PPvnEW6fTiaysLLvk5GRHU2iZOHFibl3rEkJcc7qXqS0hIaH01KlTB7/++mu3n376yS0hISF0+/btKb/99pvLwIED89zc3AwAMGjQoNxt27a5moeWESNG5D/55JNtS0tLxZdffukeFxdX6OLiIn/++We3lJQU9TfffOMBAIWFhcojR4442tvby44dOxb/k8BS274DgBYtWlT069evGAAmTJiQvWTJkuYALprvo99++805LS3NMS4uLgQAtFqtiImJKTpw4IBj8+bNtbfffnsJAHh6ehoA4/ti9uzZlwAgOjq6rFWrVhUHDx50BIDu3bsXeHl56QGgQ4cOZWlpaQ6XLl1S3XbbbYWtWrXSAcCwYcNyUlNT632tyh9//OFs/vrRo0fnbN++3WXChAl5dnZ2csyYMfkAEBMTU/zzzz+7AcDOnTvdjh8/7mRaRlFRkTI3N1exe/du140bN54AgDFjxuQ/8MADetM8KpUKdnZ2Mjc3V+Hh4WG44T9CI2BosZABkS0xILIl8ku0+N/pHPyZlo0/T2bj9Z9SgZ8AJzslYgM8cFt7L9zW3gsdW7vDTskQQ0REVqCOHpHG4uzsbKioqLjqP0IhBGqanj59+uWXX365hUajKRs/fvxlwHjq0fbt210TExNTXF1dDXFxccGlpaUKAFCpVFKhMC5aoVDAwcFBAoBSqYRerxcAYH7qTHWFhYWKzMxMewAoKChQNsRBnqkGUx06nU5IKcXIkSOzly5det583pSUFPt33nnHt/Lbd/3w4cMDysrKqvaVq6trnfV4eHjosrOzq44Js7KyVB4eHlUB0d3d3TBp0qS8SZMm5U2cOBGbNm1yVyqV172uRa1Wy9tuu61w48aNbuvWrfO47777cgBASilef/31s8OHD7+qR2rLli2uarW6XvtOqVRKg8E4q+nvaFLTvgNqf78AV/aRlBLdu3cv2Lx58ynzeffs2eNUU7ir631hfu2PUqmUWq22xjpuRF3rM38fq1Sqqu2WUiIxMfGoi4vLNS82zV8TrVYr1Gp1o1+/VF88CrYwd7Ud+ob5Yv7gMHw/pwf2/7sv3hsfg9Fd2iCrsBwLfzyG4ct2Ier5rZj40f+w7Lc0/JWeB53eKkIvERHRTeHj46PX6/WipKSk6ojv4MGDzikpKfZ6vR4bNmzw7NGjRyEA9O7duzgjI8P+q6++8po6dWoOAOTl5Snd3d31rq6uhv379zsmJyff0KkvCQkJRWvXrvUAgKSkJMfU1NSqb65nzZrlN2LEiOxnnnnmwuTJk/1N7fHx8ZpTp07Z1bS8v6N///4FW7Zs8Th//rwKAC5evKhMTU21z83NVTo5ORk8PT316enpqt9+++2GTgHr2bNn4apVqzxNIeDDDz/0Mu3LrVu3OmdlZSkB4yl6qampjgEBARW9e/cu+u6775oVFhYqCgoKFN99951Hr169Cqsve8yYMTmffPKJ9969e11Np8317ds3f9myZT7l5eUCAA4cOOBQUFBQ4zFpbfuwdevWFTt37lQDwPr16+t1rU5GRob9zz//7AwAn332mWdCQkJR9XnuuOOO4sTERJdDhw45AMZAeuDAAYeoqKiyixcv2m/fvl0NALm5uQqtVovu3bsXrV692tO0HRkZGfYdO3Ysq62Gnj17Fu/evds1MzNTWV5eLr766qsaa3dxcdHn5+dfc91Az549i/fs2eOakZGh0ul0+OKLLzzvuOOOa7bDXPfu3QsWLFhQdc3Rrl27nADgtttuK/zoo4+8AGD9+vVuBQUFVevLzMxUenh46MwDoKWxp8XKeDjbo39EC/SPaAEAyC4qx55TOdh9Mht/pmVjwQ8pAAAXBxW6BHggPtDYExPeyh1Kxd9P7kRERNauZ8+e+Vu3bnUZOnRoIQB06tSp6LHHHmudkpLi1LVr18IJEybkmeYdOnRo7oEDB9Q+Pj56ABg+fHj+ihUrfDQaTVhgYGBZVFRU8Y2s+4knnsgaNWpUgEajCYuIiCgJDg4u9fDw0H/77bcuf/31l/OHH36YolKp8NVXX3ksXrzYa9asWdlnzpxx8PHxqXHIrnvvvTdIpVJJAOjcuXPRQw89lFXTfOZiYmLK5s2bd75Pnz4ag8EAOzs7uWTJkrN9+vQpjoiIKAkKCgpv27ZteUxMTJ0HsY8++qj/008/3QYAWrZsWbF79+5j06dPdwoJCQkTQiAqKqp4yZIlFwEgNTXVcdasWf4AYDAYxJ133pk/adKkXIVCgbFjx2Z37tw5FAAmTJiQZX5qmNl2FsyYMaPdnXfemefo6Cgr13/59OnTDpGRkaFSSuHp6an97rvv0qq/Vq/Xo7Z9OH/+/AszZswIWLBggTYmJqZef8v27duXffTRR14PPvigf7t27coff/zxa/Z5q1atdMuXLz89ZsyY9hUVFQIA/vOf/5zv2LFj+Zo1a9IefvjhtmVlZQpHR0fDjh07Up988slLEyZM8NdoNGFKpRLLly8/bRqooCb+/v7ap5566sJtt90W6uPjo+3YsWOJqTfP3MSJEy/Pnj3b/4knnjAkJiYeNX/9/Pnzz99+++0aKaXo06dP/vjx4/Pq2u4VK1ak33///W01Gk2YXq8XXbt2LUxISDj72muvXRg+fHj7sLCw0Pj4+KKWLVtWnZb3/fffu/Xp08eq7tYu6upmaqpiY2NlYmKipctoFFmF5dh9MtsYYk5m42SW8d+pq6MKXdt5Vp1OFtbSDQqGGCKiW4IQIklKGduY60hOTj4dFRV1uTHXcT07d+50WrhwYYuvv/761JYtW1xff/11323btp2oad5evXp1eOSRRy7ec88913z7/3fodDpUVFQItVotDx8+7NCvXz9NWlraIdOBeHV79+51XL58ufcHH3xwriHWfytqyH147Ngx+7vvvjvo+PHjhxuiNlvXr1+/wIULF56Liooqv9nrTk5O9o6Kigqo3s6elibGx9UBg6NaYXCUcTTDiwVlV0JMWjZ+PnoJAODuZIe4dp5VF/YH+7oyxBARUZPWrVu30r179xbUdb+Ry5cvK2NjY0NDQ0NLGiqwAMbThHr06BGs1WqFlBJvvvnmmdoCC2C8WL9Lly4MLP8A96FllJWViSFDhuRZIrDUhT0tNiYjv7QqwOw+mYOzOcbBTTzUdujazqvqdDKNr8s/uhCMiIisx63S00JEto89LbeIlu5OuDe6Ne6NNt7D6FxuCXafzKkMMdn44XAmAMDL2b7yVDJPxAd6IdCHIYaIiIiIrBNDi41r7aHGiBg1RsQYQ0x6TklVgPnzZDa+PZgBAPB2cagKMPHtvdDO25khhoiIiIisAkPLLaaNpxptPNUY1aUNpJQ4Wxli/qw8pWzLAWOI8XVzwG3tvaquiWnrqWaIISIiIiKLYGi5hQkh4O/lDH8vZ4yJawspJU5dLq4KMDtPZGPTXxcAAC3dHRHf3gthrdzgaKeEvVIBe5UCdlW/xVVtpnZ7pQJ2KlH52zhtr1RwUIBqDAYJnUFCZzBAZ5DQ682m9RJ6Qy3TekPVY/O2G5nWVy7zSlv16Zpfo9VfPW2nVMDJTgm1vRJO9io42SmgtlfBsbJNba+s4bEKTnZKOFW2mR47qBQMyZWkNO5nrV6iQm+AwSBhkBIGaXzOIFE5LWEwmD2u4XkpAX0drzd/Xla1o3L6ymO9oe7nDRJVdUoJ2KkUcKj6LFDCTinM2io/L5QK2KuE2WeK8ceh8jGHdL+alLLq36DWwPt2EZHtY2ihKkIItPdxQXsfF4zr6g8pJdKyiqou6t+emoWN+89ff0H1oFRUBhmlMAs3lb8rH5sOckwHNOahp+rgpzIQ2Zsf/KgUsFdeOfgRENAZqh3c3+CBfU3TVy/PLHDUMV31Gr3xQMM0bcnxMFQKAaVCVB0Y1jatUiquPFYIqJQC9nZKKCvbtHoDSiv0yCvRokyrR0mFHiUVOpRpDai4wZuhKgQqA4wKTvYKqO1UcKoMNWp7JRztlVBf9dg4n5O9CurK4GM+f/WQ5Gh3JRRJafwbaPUGVOiMtWr1EhU6w9VtVc8ZUKGTNbSZ5pOo0OurlmGaT6s3PjZ/7ZW2K4+11ZZdoTdY9P1hLYzvSXFVkDEPOPaVnyXXfGli1m5v9hlzZV5xzfKUCnFNoDf+uzVceVz571pvMEBbbVpX9W++7mnTlwRXPldqmq75NYZb9D1RVFQkevXqpfnzzz+PqVRN9xAmLi4ueNGiRek9e/YsMbXt2LFD/dFHH3l98skn6Y257uHDhwfs3r3b1dXVVa9QKOSSJUvO3nnnncUAMH/+fN9Vq1Z5q1QqKBQKOXv27IuzZs3K1mq1ePTRR/02b97s4eTkZACAe+65J2fBggWZAPDUU0+1+PLLL70UCoVUKBR49913z/Tu3bvWe6fUtP1UM/Ohms3fI1u2bHF1cHAw9O3btxgA/vvf//qo1WrDrFmzshurluHDhwfcfffd+VOmTMm9++6727/66qvnIyMjb9oIY033Xzw1OiEEOjR3RYfmrpgQHwCDQSK/VAut3oDyyoOsqw7MzA6+rswjr2qvuGqeK681f52xTUKrM6BMa0Bhme6qdTTmQZ1CACpF5cG60nTArqg6SL9y0K6oOogyTasUCjja1faaGqYrX2tXbVplCgqVIcH0uqplVJu+Ukft08b1Kq4KHCqFAgqBm9KjodMbUKLVo6zCGGZKK0NNadVjnVnQ0Vc9LtUa5ymp0KFUa0BphQ4XC7XVXqtHhe7GQpEQgKNKCb00vj8bOhSY/gb25gfKZj0KdpXB2sFOARdHVY2hvKaDbNPfX6EQEEJAIQBF5W/jtPGx8jrPKxRmj4WAqJrvyrxKRcM8LyWgNdQeBI09SHpU6Gr7rJA1fK6Yf97Iaz5Dist1qNBLVOj0V30GmX9ONeRBv53S9BkgoFSa/g1f+Rwx/juvedrBTmX2GXL166+Zvuoz4urpaQsabnus2dtvv+09ZMiQ3KYcWGrTs2fPksY+iDcNFf3SSy+dmzJlSu7GjRvdHnzwQf/U1NQj//3vf31+/fVXt6SkpKOenp6G7Oxs5WeffdYMAObMmeN38eJFu6NHjx5Wq9UyNzdX8eKLL7YAgJ9//tn5xx9/bHbw4MEjTk5OMiMjQ2W6031j0+l0uNnvBa1WCzs7u5u6ThPz98ivv/7q6uLiojeFlieffPK6NydtSDNnzrz08ssvt1i7du2Zm7VO2/tXT41GoRDwcLa3dBnXMJ0+Y/4ttfk32QaJawJHTQHEdDBIDU+lVMBNqYCbY+N80Ov0BpTpDMbwU2FAiVZnDD8VtYefUq0eSkUd39CbncpUU2+gfbXePvPneCqT9dNX9q5dG4KMvRqqq74EMOt1VJoFECv6zJhm6QJukvXr13utXbv2JABs2bLF9bnnnmvl4eGhO3nypGPXrl0LV61adXbJkiXehw4dcvrwww/TAeD111/3Pnr0qOMHH3xw7s477wzMyMiwLy8vV8yYMePi448/fhkA1Gp19KRJky7t2LHDzd3dXf/yyy+fe+qpp9pcuHDBfsGCBWfHjRuXX1hYqBg9enTAiRMnHIOCgsrS09Pt33nnnbMtWrTQ9e3bV7N79+6U5s2b6+Li4oKfffbZjGHDhhXcyLaZ3yxz7ty5rdLT0+3PnDnjcOHCBfsZM2ZcnDdv3iUAePfddz2XLVvmq9VqRefOnYtXrlx5RqVSYdy4cW2Tk5Ody8rKFIMHD8598803LwCAn59f5H333Xd527Ztbg888MAl83X279+/cNy4cQ4A8Oabb7b4+eefUz09PQ0A4OXlpZ89e3Z2YWGh4rPPPvM5derUAbVaLQHAw8PD8MYbb1wAgPPnz9t5enrqTHeBb9myZdVNdDZt2uT69NNPt9Hr9YiKiipZuXLlGfO7xS9YsMDn1KlTDu+99945AFiyZIlXUlKS+tNPP02vbTvVanX09OnTL/76669uCxcuPHfXXXcV1bQ/zXsFTH/jkpKS/Vu2bHF94YUXWnl6emqPHTvmFBkZWfL111+fUigU8PPzixwyZEjOH3/84QYAn3/++cmIiIjy4cOHB3h4eOgOHjyo7tixY8kjjzySNWPGjLY5OTkqR0dHwwcffHAmOjq6LD09XfWvf/3L/+zZsw4A8M4775zp27dv8XPPPee7Zs0abwCYMGFC1vz58y8dO3bMfsCAAUFxcXFFiYmJLr6+vhU//vjjCRcXF/n777+r77///gAnJydD165dq7bP9B557733zq5cudJHoVDI9evXe7311ltnt27d6ubi4qJ/4YUXLu7atctp5syZ/qWlpQp/f//yzz777LSPj48+Li4uOCYmpuiPP/5wKywsVL733nun+/fvX6TT6fDQQw+13rlzp2tFRYWYNm3apSeeeOKywWDA5MmT2+7cudO1TZs25ea3Senfv3/R9OnT293MEMfQQk2eEJU9B0oFYH2Zim4ClVIBF6UCLg78SKP6MZ7WaDxtkG7cv3f+u82J3BPqhlxmB48OJS92e7HWU6PKyspEenq6Q3BwcIWp7eDBg8779+8/pNFoKnr27Bm0cuVKj6lTp+aEh4eHlZeXn3NwcJCrV6/2Xr58+RkAWLNmzWlfX199UVGRiI6ODhs/fnxuixYt9KWlpYpevXoVLlu27Hzfvn0D582b5/f777+n7tu3z3HKlCntxo0bl79w4UKfZs2a6VNTU4/s3bvXMT4+PhwANBpNxZw5czKnTJnStkuXLsXBwcFlNxpYanLixAnHXbt2HcvLy1OGhoZGPPHEE1mHDx922LBhg2diYmKKg4ODHD9+fNv33nvPa9asWdlvvPHGeV9fX71Op0NCQkLwnj17nLp27VoKAI6OjoakpKRjAPDjjz+6m9axdu3aZkFBQaW5ubmK4uJiZXh4+DWn+hw5csShZcuWFR4eHjV2aQ8dOrTg1VdfbRUQEBDRvXv3gvvuuy9n0KBBRSUlJeKBBx5ot3Xr1mMdO3Ysv/feewMWLlzoM3/+/KrgNGHChNzbbrstBMA5ANiwYYPns88+m7Fv3z7H2raztLRUERERUfrWW29d+Lv79ujRo05//fXXyYCAAG1MTEzITz/95GIKP25ubvqDBw8efeedd7xmz57dZtu2bScAIC0tzXHnzp2pKpUK8fHxmhUrVpyJjIws//XXX51nzpzZdvfu3akzZsxo26NHj8L58+en6XQ65OfnK3///Xf1Z5995pWUlHRUSomYmJjQPn36FHp7e+vPnj3ruHr16pMJCQlnBg4c2H7lypUeDz74YM7UqVMD3nzzzbODBg0qeuCBB1pXrz84OLhi4sSJWaaQAgBbt251Mz0/efLkdqbXP/LII62eeuqpVh999FE6AOh0OnHw4MGj69atc3/hhRda9e/fP/Wtt97ydnd31x86dOhoaWmp6NKlS8jgwYML9uzZoz5x4oTDsWPHDp87d84uMjIyfPLkydkAoFQq4e/vX7Z79251jx49bsppfoqbsRIiIiKifyIzM1Pl6uqqM2+LjIwsDgsLq1CpVBg1alTO77//7uLm5mbo1q1b4bp169z379/vqNVqRVxcXCkALFiwwDc4ODgsJiYmNDMz0+7w4cOOAGBnZydHjBhRAADh4eGl3bt3L3RwcJBxcXGl58+ftweAXbt2udx33305gPFO7RqNpupAbe7cuZeLioqUn3zyic/SpUsb5JqUfv365Tk5OcmWLVvqPD09tefOnVP98MMProcOHVJHRUWFhoSEhP3xxx9uJ0+edACATz/91DMsLCw0LCws7Pjx447JycmOpmVNnDgx13zZ8+bNax0SEhL2wQcfeH/44YenpZT1PlV48eLFXiEhIWEtWrToeOLECTt3d3fDoUOHjrzzzjtnfHx8dJMmTQpcsmSJV3JysmPr1q3LO3bsWA4AkydPzv7jjz9czZfVqlUrXZs2bcp/+eUX58zMTOXJkycd+/btW1TXdiqVSkyePDm3ptrqKzIysjgwMFCrVCoRHh5ekpaWVvWV56RJk3IAYNq0aTn79+93MbUPGzYsV6VSIT8/X7F//36XkSNHBoaEhIQ9+OCD/pcuXbIDgF27drk+8cQTWQCgUqng5eWl/+2331wGDhyY5+bmZnB3dzcMGjQod9u2ba4A4OfnV56QkFAKANHR0SWnT592yM7OVhYWFioHDRpUBAD/+te/bugaleqvnzZtWvbu3burtmPkyJG5AJCQkFB87tw5ewD4+eef3davX+8VEhISFh0dHZqbm6s6cuSI4/bt211HjRqVo1KpEBAQoI2Pjy80X5e3t7cuPT39pp0rx68liYiI6IbU1SPSWJydnQ0VFRVXfdla/UDbND19+vTLL7/8cguNRlM2fvz4y4Dx1Jrt27e7JiYmpri6uhri4uKCS0tLFQCgUqmkQmFctEKhgIODgwSMB8h6vV4AxlORa1NYWKjIzMy0B4CCggJlbb0SN8JUg6kOnU4npJRi5MiR2UuXLr1qVJyUlBT7d955xzcpKemoj4+Pfvjw4QFlZWVV+8rV1fWqekzXtJi3OTk5GY4cOWIfFhZWYd4eFhZWnpGRYZ+bm6vw8PAwzJkzJ3vOnDnZQUFB4aZ9o1KpcPfddxfefffdhR07dixdtWqVV2xsbL2+fR8xYkTu559/7hESElI2YMCAXIVCgdq2EwDs7e0N9bmORaVSSb1eDwAwGAzQarVVb5aa9q1p2vQ+AAAhRNV8Li4uBgDQ6/VwdXXVpaSkHKnP9tX1vrG3tzevQ5aWlipuJED+HY6OjhIw/s3M3tvi9ddfPzt8+PCregi3bNniXlct5eXlCrVafdOGL2RPCxEREVk9Hx8fvV6vFyUlJVVHUQcPHnROSUmx1+v12LBhg2ePHj0KAaB3797FGRkZ9l999ZXX1KlTcwAgLy9P6e7urnd1dTXs37/fMTk52flG1p+QkFC0du1aDwBISkpyTE1NdTI9N2vWLL8RI0ZkP/PMMxcmT57sb2qPj4/XnDp1qsG+ie7fv3/Bli1bPM6fP68CgIsXLypTU1Ptc3NzlU5OTgZPT099enq66rfffnO/3rKqe+SRRzJmzJjhn5OTowCAnJwcxaJFi7xdXV0NY8aMuTx16tS2pn2v0+mqQkBycrLDwYMHHUzL2b9/v1Pr1q0rOnXqVHb+/Hn7Q4cOOQDAypUrvUx/H3Pjx4/P/eGHHzy++OILz7Fjx+bUtZ011f3QQw/5rVy5sln1dn9//4qkpCQ1AKxZs6aZeTCpy8qVKz0B4MMPP/SIjo6+ZgQ0T09PQ+vWrSs++ugjD8AYiP78808nAOjWrVvhwoULfUz7KCcnR9G7d++i7777rllhYaGioKBA8d1333n06tXrmv1g4u3trXdxcdH/+OOPLgDwySefeNY0n6urq76wsPCa81u9vLz0bm5u+h9++MGlcju84uPja7zux6Rv3775y5Yt8zENoHDgwAGHgoICxe233174xRdfeOp0Opw5c8Zu9+7dV/WUnTp1yiE6OrqsrmU3JIYWIiIiahJ69uyZv3Xr1qpTXTp16lT02GOPtdZoNOFt27YtnzBhQp7puaFDh+bGxsYW+fj46AFg+PDh+TqdTmg0mrBnnnmmVVRUVK1D8tbkiSeeyMrOzlZpNJqwl19+uUVwcHCph4eH/ttvv3X566+/nF966aXMmTNn5tjZ2cnFixd76fV6nDlzxsHHx0dX0/LuvffeIF9f346+vr4dBwwY0L4+NcTExJTNmzfvfJ8+fTQajSasd+/emvT0dLv4+PjSiIiIkqCgoPAJEyYExMTE1HmQWpMnn3wyq2fPngWdO3cOCwoKCu/WrVuI6Vv0xYsXn2/RooU2JCQkPDQ0NKxLly4ho0ePvuzv768tKChQTpw4sV1gYGC4RqMJS0lJcVqwYMEFtVot33vvvdMjR44M1Gg0YQqFAo8//vg1I1z5+Pjog4KCSs+fP+/Qq1evkrq2s6a6jxw54tSqVStt9fbZs2dn7dq1yzUyMjJ09+7dzqahmq+nvLxcdOzYMeTdd9/1XbJkSY09ip9//vnJjz/+2Ds4ODgsKCgo/Msvv2wGAMuWLTu7fft2V41GExYRERG2b98+p+7du5eMHTs2u3PnzqExMTGhEyZMyOrWrVtpXTV8+OGHpx9++OG2nTp1CjEfuMDc8OHD87799ttmISEhYaaAYvLxxx+feuqpp1prNJqwAwcOOL322mt1Xv/z6KOPXg4JCSmLjIwMDQoKCp82bZq/VqsVEyZMyGvfvn15cHBw+NSpU9vGxcVVha309HSVg4OD9Pf3v2bfNxZRV7dVUxUbGysTExMtXQYREdFNIYRIklLGNuY6kpOTT0dFRV1uzHVcz86dO50WLlzY4uuvvz5lPtpWTfP26tWrwyOPPHLxnnvuqfVb7Ruh0+lQUVEh1Gq1PHz4sEO/fv00aWlph0yn21S3d+9ex+XLl3t/8MEH5xpi/VSz7t27B/3xxx/HG2JZfn5+kYmJiUfNR0Cjmj3//PPN3dzcDI8++miDfyYkJyd7R0VFBVRv5zUtRERE1CR069atdO/evQWm+43U5PLly8rY2NjQ0NDQkoYKLIDxupUePXoEa7VaIaXEm2++eaa2wAIYL9bv0qULA0sja6jAQjemWbNm+gcffLDRbmRZE/a0EBERNXG3Sk8LEdm+2npaeE0LERERERFZNYYWIiIiqg+DwWBovLFYieiWV/kZU+OgCQwtREREVB+HsrKy3BlciKgxGAwGkZWV5Q7gUE3P80J8IiIiui6dTnd/ZmbmB5mZmRHgl55E1PAMAA7pdLr7a3qSoYWIiIiuKyYm5hKAIZaug4huTfymhIiIiIiIrBpDCxERERERWTWGFiIiIiIismoMLUREREREZNVsKrQIIQYLIVbk5+dbuhQiIiIiImogNhVapJSbpZTT3d3dLV0KERERERE1EJsKLUREREREZHsYWoiIiIiIyKoxtBARERERkVVjaCEiIiIiIqvG0EJERERERFaNoYWIiIiIiKwaQwsREREREVk1hhYiIiIiIrJqDC1ERERERGTVGFqIiIiIiMiqMbQQEREREZFVY2ghIiIiIiKrxtBCRERERERWjaGFiIiIiIisGkMLERERERFZNYYWIiIiIiKyagwtRERERERk1RhaiIiIiIjIqjG0EBERERGRVWNoISIiIiIiq8bQQkREREREVo2hhYiIiIiIrBpDCxERERERWTWGFiIiIiIismoMLUREREREZNUYWoiIiIiIyKoxtBARERERkVVjaCEiIiIiIqvG0EJERERERFaNoYWIiIiIiKwaQwsREREREVk1hhYiIiIiIrJqDC1ERERERGTVGFqIiIiIiMiqMbQQEREREZFVY2ghIiIiIiKrxtBCRERERERWjaGFiIiIiIisGkMLERERERFZNYYWIiIiIiKyagwtRERERERk1RhaiIiIiIjIqjG0EBERERGRVWNoISIiIiIiq8bQQkREREREVo2hhYiIiIiIrBpDCxERERERWTWGFiIiIiIismoMLUREREREZNUYWoiIiIiIyKoxtBARERERkVWzqdAihBgshFiRn59v6VKIiIiIiKiB2FRokVJullJOd3d3t3QpRERERETUQGwqtBARERERke1haCEiIiIiIqvG0EJERERERFaNoYWIiIiIiKwaQwsREREREVk1hhYiIiIiIrJqDC1ERERERGTVGFqIiIiIiMiqMbQQEREREZFVY2ghIiIiIiKrxtBCRERERERWjaGFiIiIiIisGkMLERERERFZNYYWIiIiIiKyatcNLUKIOUIIN2H0oRBinxCi380ojoiIiIiIqD49Lf+SUhYA6AfAB8AUAK81alVERERERESV6hNaROXvgQA+llImm7URERERERE1qvqEliQhxFYYQ8uPQghXAIbGLYuIiIiIiMhIVY95pgLoBOCklLJECOEF4yliREREREREje66oUVKaQCwz2w6G0B2YxZFRERERERkwiGPiYiIiIjIqjG0EBERERGRVas1tAghEoUQi4UQ/YUQjjezKCIiIiIiIpO6elpuA/AVgDsAbBdCfFd5o0nNTamMiIiIiIgIdVyIL6XUAfit8gdCiJYABgB4SQjRAcBuKeWDN6FGIiIiIiK6hdVnyGMAgJQyA8BHAD4SQigAxDdaVURERERERJXqHVrMVQ6DvLOBayEiIiIiIroGRw8jIiIiIiKrxtBCRERERERW7bqhRQihEUL8IoQ4VDndUQgxr/FLIyIiIiIiql9Py/sA/g+AFgCklAcAjGnMooiIiIiIiEzqE1rUUsr/VWvTNUYxRERERERE1dUntFwWQgQCkAAghBgBIKNRqyIiIiIiIqpUnyGPHwKwAkCIEOI8gFMAxjdqVURERERERJWuG1qklCcB3CmEcAagkFIWNn5ZRERERERERtcNLUKIZgAmAggAoBJCAACklA83ZmFERERERERA/U4P+w7AbgAHARgatxwiIiIiIqKr1Se0OEop5zZ6JURERERERDWoz+hhq4QQ04QQLYUQnqafRq+MiIiIiIgI9etpqQCwEMCzqBz2uPJ3+8YqioiIiIiIyKQ+oWUugA5SysuNXQwREREREVF19Tk97DCAksYuhIiIiIiIqCb16WnRA/hLCLENQLmpkUMeExERERHRzVCf0PJ15Q8REREREdFNd93QIqX89GYUQkREREREVJNaQ4sQYr2UcpQQ4iCujBpWRUrZsVErIyIiIiIiQt09LXMqf999MwohIiIiIiKqSa2jh0kpMyofPiilPGP+A+DBm1MeERERERHd6uoz5HHfGtoGNHQhRERERERENanrmpaZMPaotBdCHDB7yhXAzsYujIiIiIiICKj7mpbPAHwP4FUAT5u1F0opcxq1KiIiIiIiokq1hhYpZT6AfAD33bxyiIiIiIiIrlafa1qIiIiIiIgshqGFiIiIiIisWl3XtFQRQrQAEAfjTSb3SikzG7UqIiIiIiKiStftaRFC3A/gfwCGARgBYLcQ4l+NXRgRERERERFQv56WJwBESymzAUAI4QVgF4CPGrMwIiIiIiIioH7XtJwDUGg2XQggvXHKISIiIiIiulp9elrOA9gjhNgE4zUt9wD4nxBiLgBIKd9oxPqIiIiIiOgWV5/Qklb5Y7Kp8rdrw5dDRERERER0teuGFinl8wAghHCWUhY3fklERERERERX1Gf0sHghxBEARyuno4QQ7zZ6ZURERERERKjfhfhvAbgLQDYASCmTAfRsxJqIiIiIiIiq1Ce0QEpZfbQwfSPUQkREREREdI36XIifLoRIACCFEPYAHkblqWJERERERESNrT49LTMAPATAD8Z7tnSqnCYiIiIiImp09Rk97DKAcTehFiIiIiIiomvUZ/QwjRDiFyHEocrpjkKIeY1fGhERERERUf1OD3sfwP8B0AKAlPIAgDGNWRQREREREZFJfUKLWkr5v2ptusYohoiIiIiIqLr6hJbLQohAABIAhBAjAGQ0alVERERERESV6jPk8UMAVgAIEUKcB3AKvDCfiIiIiIhukvqMHnYSwJ1CCGcACillYeOXRUREREREZFSf0cPShBBrAEwA0KbxSyIiIiIiIrqiPte0hAFYDsALwCIhxEkhxFeNWxYREREREZFRfUKLHsbhjvUADAAuArjUmEURERERERGZ1OdC/AIABwG8AeB9KWV245ZERERERER0RX16Wu4DsAPAgwDWCiGeF0L0adyyiIiIiIiIjOozetgmAJuEECEABgB4BMCTAJwatzQiIiIiIqL6jR72pRAiDcBiAC4AJgLwaOzCiIiIiIiIgPpd0/IagH1SSn1jF0NERERERFRdfa5pCQCgBgAhxDwhxEYhROdGrYqIiIiIiKhSfULLv6WUhUKI7gDuAvApgGWNWxYREREREZFRfe/TAgCDACyrvDDfvvFKIiIiIiIiuqI+oeW8EGI5gFEAvhNCONTzdQ1CCNFeCPGhEGLDzVonERERERFZj/qEj1EAfgTQX0qZB8ATwBP1WbgQ4iMhxCUhxKFq7f2FEMeEECeEEE/XtQwp5Ukp5dT6rK9JKcoC/lwKSGnpSoiIiIiIrFp97tNSAmCj2XQGgIx6Lv8TAO8AWGlqEEIoASwF0BfAOQB7hRDfAFACeLXa6/8lpbxUz3U1LftXAr+8AOjKgB6PWboaIiIiIiKrVZ8hj/82KeUOIURAteY4ACeklCcBQAixFsA9UspXAdzdmPVYlW6PApdSjMHF2QfoPNHSFRERERERWaWbdm2KGT8A6WbT5yrbaiSE8BJCvAcgWgjxf3XMN10IkSiESMzKymq4ahuLQgHcsxQI7ANsngOkfGvpioiIiIiIrJIlQouooa3WCzuklNlSyhlSysDK3pja5lshpYyVUsb6+Pg0SKGNTmUPjFoJtIoGNvwLOLPL0hUREREREVkdS4SWcwDamE23BnDBAnVYBwcXYOwXgHsb4LMxwMXDlq6IiIiIiMiqWCK07AUQJIRoJ4SwBzAGwDcWqMN6OHsBEzYC9mpg1TAg94ylKyIiIiIishqNGlqEEJ8D+BNAsBDinBBiqpRSB2AWjMMoHwWwXkrJ7oVmbYHxGwFdKbB6GFB82dIVERERERFZBSFt8D4hsbGxMjEx0dJl/D1n/gRWDQWahwGTNhtPHyMiIqqDECJJShlr6TqIiBqLJU4Po7r4xwMjPwEykoH1EwBdhaUrIiIiIiKyKIYWaxQ8ABi8GEj7Ffh6JmAwWLoiIiIiIiKLadSbS9I/0HkCUJwF/PK88eaT/V8FRE2jRRMRERER2TaGFmvW/VFjcNn9LuDSHOgx19IVERERERHddAwt1kwIoN/LV/e4dJ5g6aqIiIiIiG4qhhZrp1AA97wLlOQAmx8G1F5AyEBLV0VEREREdNPwQvymQGUPjFoJtOwEbJhiHBaZiIiIiOgWYVOhRQgxWAixIj8/39KlNDwHF2DcF4B7a+Dz0cBF3o+TiIiIiG4NNhVapJSbpZTT3d3dLV1K43D2BiZ8BdipgdXDgbyzlq6IiIiIiKjR2VRouSU0awuM/xLQlgCr7gWKsy1dERERERFRo2JoaYp8w4H71gH554A1I4DyIktXRERERETUaBhamir/eGDEx0DGX8D6CYCuwtIVERERERE1CoaWpixkIDB4MZD2K7DpQcBgsHRFREREREQNjvdpaeo6T6y8+eQLxptP3vWK8aaUREREREQ2gqHFFnSfCxRlAbvfNQaXHnMtXRERERERUYNhaLEFQhh7WIqzgF+eB1yaA9HjLV0VEREREVGDYGixFQoFMHQZUJoDfPMwoPYCggdYuioiIiIion+MF+LbEpU9MGoV0DIK+GIycHa3pSsiIiIiIvrHGFpsjYMLMO4LwL018Nko4OIRS1dERERERPSPMLTYImdvYPxGwE4NrB4G5J21dEVERERERH8bQ4ut8vAHxn8JVJQAq4YBxdmWroiIiIiI6G9haLFlvuHA2LVAfjrw2UigvMjSFRERERER3TCGFlvnnwCM+Bi4sB9YPxHQVVi6IiIiIiKiG2JToUUIMVgIsSI/P9/SpViXkIHA4MVA2i/ApocAg8HSFRERERER1ZtNhRYp5WYp5XR3d3dLl2J9Ok8Eev8bOLge2DoPkNLSFRERERER1QtvLnkr6fEYUJwF7F4KuPgA3R+1dEVERERERNfF0HIrEQK461Wg+DLw83OAsw8QPd7SVRERERER1Ymh5VajUABDlwEl2cA3DwNqLyB4gKWrIiIiIiKqlU1d00L1pLIHRq8CWnYEvpgMnN1t6YqIiIiIiGrF0HKrcnAFxm0A3PyAz0YBl45auiIiIiIiohoxtNzKnL2BCV8BKidg1TAgL93SFRERERERXYOh5Vbn4Q+M/xKoKAZW3QsUZ1u6IiIiIiKiqzC0ENAiAhi7Fsg7C3w20hhgiIiIiIisBEMLGfknACM/Bi7sB9ZPBPRaS1dERERERASAoYXMhQwC7n4LOPEz8PWDgMFg6YqIiIiIiBhaLOVk/km8tPsllOnKLF3K1WImAb3/DRxcD2ydB0hp6YqIiIiI6BbH0GIhezP2Yt2xdZj4/USkF1rZqF09HgPiHgB2LwV2LrZ0NURERER0i2NosZDRIaOxtM9SnCs6h9FbRmPHuR2WLukKIYD+rwERw4Gf/wPsX2PpioiIiIjoFsbQYkE9W/fEurvXwc/FDw/98hCW/rUUeoPe0mUZKRTA0PeA9ncA38wGjv1g6YqIiIiI6BbF0GJhbVzbYNWAVRjaYSjeS34PD/3yEPLK8ixdlpHKHhi9GmjZEfhiMnB2j6UrIiIiIqJbkJA2dKG1EGIwgMEdOnSYdvz4cUuXc0OklPjy+Jd4Zc8r8HHywRt3vIFw73BLl2VUfBn4sB9Qkg1M+gbwDLR0RTdGoQJUDsbT3ojo5tHrAIMOsHO0dCU2TwiRJKWMtXQdRESNxaZCi0lsbKxMTEy0dBl/y+HLh/Hob4/icullPNP1GQwPGg5hDQfbuWeMwaUo09KV/D1CAdipjT/2asDOufK3k9ljNWDvXEeb6bH5cirblHaW3kKiG2cwANqSKz8Vpt/FgLYU0BbX0GZ6XFub2fL0Fcb12DkDzt6VPz5XfqurTTt7G9tU9pbdL00QQwsR2TqGFiuUW5aLp39/Grsu7MLQDkPxbNdn4aiygm8qc04BKVua3jDIBu3VB1JXHYRVb6v8bbjBm2sq7KoFmcpgZOd0JeiYnrsmONXQpmAIohpI85BRWi08VG8rMYYObemVx9X/HehKb7AAcW1grx7or3pPOxu/MCjNNfbYFmdV/lQ+ru3fmaO7WagxBRqfq4OPKfCoPQGF8h/v2qaOoYWIbB1Di5XSG/RYlrwMyw8sR6hnKF6/43W0cW1j6bJuHXptzd8c19hWywFhbQeMFcUAbO/fHVkJlWO1XsG/GZyv6nGs/K1ybLjTLKUEygtqCDNm0yVm0yXZxtB2DQGovWrpxakh8Dg2s8lTRRlaiMjWMbRYuR3nduDp358GALzW4zX0bN3TwhXRPyYloCuvo7en2HgdAFF1QlwJGNf0eFQGDVvtdTDogdI8s4BTGXJKagk9tQ1oorC7chraVaHG68pjR3cATSjYaIshgvoytBCRTWNoaQLSC9Mx97e5SMlJwYyoGZjRcQaUtnpgQkTUEHQVxt6ZqlBTy29Tb05FkaUr/kfE8wUMLURk0xhamogyXRle2v0SNqVtQrdW3fBaj9fQzLGZpcsiIrINFSVXAkxZvqWruWGiQ2+GFiKyaQwtTYiUEhuOb8Cre161vmGRiYjIYnhNCxHZOt5csgkRQmCkZiRWDlgJCYkJ30/AhtQNsMXgSURERERkwtDSBEV4R2Dd3evQpUUXPP/n85i/az7KdGWWLouIiIiIqFEwtDRRHo4eeLfPu3ig4wP4+sTXmPj9RKQXplu6LCIiIiKiBsfQ0oQpFUrMip6FpX2W4lzROYzeMho7zu2wdFlERERERA2KocUG9GzdE+vuXgc/Fz889MtDWPrXUugNekuXRURERETUIBhabEQb1zZYNWAV7gm8B+8lv4eHfnkIebXdXI2IiIiIqAlhaLEhjipHvNjtRcyPn4//Zf4Po7eMxuHLhy1dFhERERHRP8LQYmM4LDIRERER2RqGFhvFYZGJiIiIyFYwtNgwDotMRERERLaAocXGcVhkIiIiImrqGFpuERwWmYiIiIiaKpsKLUKIwUKIFfn5+ZYuxSpxWGQiIiIiaopsKrRIKTdLKae7u7tbuhSrVX1Y5FFbRnFYZCIiIiKyajYVWqh+zIdFBsBhkYmIiIjIqjG03MI4LDIRERERNQUMLbc407DI0ztO57DIRERERGSVGFoISoUSs6Nnc1hkIiIiIrJKDC1UhcMiExEREZE1Ymihq3BYZCIiIiKyNgwtdA0Oi0xERERE1oShhWrEYZGJiIiIyFowtFCdqg+LPG/nPBRUFFi6LCIiIiK6hTC00HWZhkV+oOMD2HJyC4Z+PRS/nP3F0mURERER0S2CoYXqRalQYlb0LHw28DN4OHrgkW2PYO5vc3G59LKlSyMiIiIiG8fQQjck3Dsca+9ei4ejH8b29O245+t78NXxr3itCxERERE1GoYWumF2CjtM6zgNG4ZsQIdmHTB/13xM+2ka0gvTLV0aEREREdkghhb629q5t8PH/T/Gv2/7Nw5dPoRhm4bh08Of8oaURERERNSgGFroH1EIBUYFj8LX93yNri27YlHiIoz/bjyO5RyzdGlEREREZCMYWqhBtHBugbd7v42FPRfiQvEFjNkyBm/vfxvl+nJLl0ZERERETRxDCzUYIQT6t+uPTfdswsD2A7HiwAqM3DwS+y7us3RpRERERNSEMbRQg2vm2Awvd38Z7935Hsp15Zj0wyS8tPslFFUUWbo0IiIiImqCGFqo0XTz64av7vkK40PHY/2x9Ri6aSh2nNth6bKIiIiIqIlhaKFGpbZT46m4p7Bq4Cq42rvioV8ewlM7nkJOWY6lSyMiIiKiJoKhhW6KKJ8orL97PR6MehBbz2zFPV/fg81pm3lTymqklDicfRiHsw9DZ9BZuhwiIiIiqyBs6aBRCDEYwOAOHTpMO378uKXLoVqcyD2B//z5HxzIOoDuft3x79v+jVYurSxdlkVdKLqALSe3YHPaZpwuOA0AcLZzRqfmnRDTPAYxvjGI8I6AvdLesoUSkVUSQiRJKWMtXQcRUWOxqdBiEhsbKxMTEy1dBtVBb9Bj7bG1WLxvMQBgTuc5uC/kPijErdP5V6wtxk9nfsLmtM34X+b/AACxvrEYEjgEjipHJF1MQtLFJJzIOwEAsFfYI9InEjG+MYhpHoOo5lFwtnO25CYQkZVgaCEiW8fQQhZ1oegCXvjzBey8sBNRPlF4PuF5BDYLtHRZjUZv0ON/mf/DN2nf4Jezv6BUV4q2rm0xOHAwBgcOhp+L3zWvySvLw75L+5B0MQn7Lu7D0Zyj0Es9lEKJUM9QdPbtjBjfGHRu3hnNHJvd/I0iIotjaCEiW8fQQhYnpcSWk1uwYO8ClGhLMK3jNNwfcT/slHaWLq3BnMw7iW/SvsGWk1twseQiXO1c0b9dfwwJHIIonygIIeq9rGJtMZIvJSPpkrEn5mDWQVQYKgAAHZp1MPbEVIYYX2ffxtokIrIiDC1EZOsYWshqZJdmY8HeBfj+1Pfo0KwDnk94Hh19Olq6rL8trywP3536DpvTNuNQ9iEohRLd/LphSOAQ3NHmDjgoHRpkPeX6chy+fLjqdLK/sv5CsbYYANDapXVViInxjUEb1zY3FJDIuugMOqgUKkuXQVaIoYWIbB1DC1md7enb8eLuF3Gp5BLGhY7D7OjZUNupLV1WvWj1Wuw4vwOb0zZj+7nt0Bl0CPEMweD2gzGw/UB4O3k3eg06gw7Hco8hKTOp6rSyvPI8AICPk0/V6WQxvjHo0KzDLXUdkSUZpAHF2mIUVhRe9VOkLUJBRQGKKoqumi6sKDS2aa/MqzVoYaewg6u9q/HHzhUu9i5wtXeFm70bXOyMj13sXa6aNv9xtnPm39wGMbQQka1jaCGrVFRRhLf2vYV1x9bBz8UP8+PnI6FVgqXLqpFpmOJv0r7B96e+R155HrwcvTCo/SAMCRyCYM9gi9d3Mv9kVU9M0sUkXCy5CABws3dD5+adq4JMqFco7BS2c1peQ6rQV1SFisKKwrqDRkVhVdgwn0ei7s9bJ5XTVcHD1d4VbnZuVY+dVE4o1ZVWLbdAW3DNOkp1pXWuQ0DAxc6lapmm8GO+zurT1QMQR7GzPgwtRGTrGFrIqiVdTMJzu57D6YLTGBI4BE92eRLuDu6WLgsAkFmciW9Pfotv0r7ByfyTsFfYo3fb3hgSOATxreKt9jQeKSUuFF+ourA/6WJS1TDLTiondPTpiBjfGMT6xiLSOxKOKkfLFtwApJRVB/vmgcI8eNQUNAoqCqpCSrm+vM51KITiqgP7mno5XOwqe0CqhQNTQGiIwKg1aGvdJvPtqd7bY/7YIA11rsNB6VC1febbU337XOxc2LNzE5TpyjCg/QCGFiKyaQwtZPXK9eVYnrwcHx/6GG4Obvi/rv+Hu/zvssi1GSXaEvxy9hd8k/YN9mTsgYREdPNoDAkcgn4B/eBm73bTa2oIl0svVwWYpItJSM1NhYSESqFChFdEVU9MdPNouNq73vT6pJQo0ZVUBQnzA27zafNekOoH5nqpr3Md9T0Qr94TYeqFUNupbeLgvPq+rq3nyDwAVQ9E1wt41PAOTT7E0EJENo2hhZqMYznH8J9d/8Hh7MO4o80dmNd13k0ZHcsgDUi6mIRNJzbhpzM/oURXAj8XPwwJHILB7QejjVubRq/hZiuoKMBfl/6qCjGHLx+GTuogIBDsGXzVCGVeTl7XXV716zmuCRXawmtChvl89fn230nlVBU4qvd0mNqu+rG7epqnPDUc06l0hRWFKNGVXPe0OPrnIrwjGFqIyKYxtFCTojPosOboGryz/x2oFCo8GvMoRmhGNMo33KfzT2Pzyc3YkrYFF4ovwNnOGXcF3IUhgUMQ3TzaJr5Vr69SXSkOZh2sCjHJWcko05cBAALcAhDjGwMnlVONPRyFWuM38dc7cHW2c76qZ6N6yDBvqz5PQ51aRdRU8ZoWIrJ1DC3UJKUXpOP5P5/Hnsw9iPWNxX/i/4MA94B/vNz88nz8ePpHfJP2DZKzkqEQCsS3jMeQwCHo1bYXnFRO/7x4G6DVa3Ek50jVdTH7L+2HQRpuKGiYz+Ns52y11wARNQUMLURk6xhaqMmSUuLrE19jYeJClOvKMbPTTEwKn3TD37hrDVrsOr8Lm9I24bf036A1aNGhWQcMCRyCQe0Hobm6eeNsABFRA2FoISJbx9BCTV5WSRZe/d+r+OnMTwjxDMHzCc8jzCusztdIKZGSk4Jv0r7Bd6e+Q05ZDjwdPTGw3UAMDhyMUM9Q3oSRiJoMhhYisnUMLWQzfjnzC17e8zJyynIwMXwiHox68JrherNKsozDFJ/8Bsdzj8NOYYc72tyBIYFD0M2vG6+LIKImiaGFiGwdQwvZlIKKAryR+Aa+PP4l2rq2xXMJzyHSOxLb0rdhU9om/HnhTxikAR19OmJI+yHo366/1dz3hYjo72JoISJbx9BCNul/Gf/Dc38+h/TCdKhVapToStDSuSXubn83BgcORjv3dpYukYiowTC0EJGt43A9ZJPiWsbhyyFf4qNDHyGrJAsD2w1EbIvYW2qYYiIiIiJbwdBCNstJ5YSHOj1k6TKIiIiI6B/i185ERERERGTVGFqIiIiIiMiqMbQQEREREZFVY2ghIiIiIiKrxtBCRERERERWjaGFiIiIiIisGkMLERERERFZNYYWIiIiIiKyagwtRERERERk1RhaiIiIiIjIqtlUaBFCDBZCrMjPz7d0KURERERE1EBsKrRIKTdLKae7u7tbuhQiIiIiImogNhVaiIiIiIjI9jC0EBERERGRVWNoISIiIiIiq8bQQkREREREVk1IKS1dQ4MTQmQBOGPpOurBG8BlSxdxC+B+vjm4nxsf9/HN0RT3s7+U0sfSRRARNRabDC1NhRAiUUoZa+k6bB33883B/dz4uI9vDu5nIiLrw9PDiIiIiIjIqjG0EBERERGRVWNosawVli7gFsH9fHNwPzc+7uObg/uZiMjK8JoWIiIiIiKyauxpISIiIiIiq8bQYiFCiP5CiGNCiBNCiKctXY8tEkK0EUJsE0IcFUIcFkLMsXRNtkoIoRRC7BdCbLF0LbZKCNFMCLFBCJFS+Z6Ot3RNtkgI8Wjl58UhIcTnQghHS9dEREQMLRYhhFACWApgAIAwAPcJIcIsW5VN0gF4TEoZCuA2AA9xPzeaOQCOWroIG7cYwA9SyhAAUeD+bnBCCD8ADwOIlVJGAFACGGPZqoiICGBosZQ4ACeklCellBUA1gK4x8I12RwpZYaUcl/l40IYD/L8LFuV7RFCtAYwCMAHlq7FVgkh3AD0BPAhAEgpK6SUeRYtynapADgJIVQA1AAuWLgeIiICQ4ul+AFIN5s+Bx5MNyohRACAaAB7LFyKLXoLwJMADBauw5a1B5AF4OPK0/A+EEI4W7ooWyOlPA9gEYCzADIA5Espt1q2KiIiAhhaLEXU0MZh3BqJEMIFwJcAHpFSFli6HlsihLgbwCUpZZKla7FxKgCdASyTUkYDKAbAa+EamBDCA8Ze73YAWgFwFkKMt2xVREQEMLRYyjkAbcymW4OnIDQKIYQdjIFljZRyo6XrsUHdAAwRQpyG8TTH3kKI1ZYtySadA3BOSmnqKdwAY4ihhnUngFNSyiwppRbARgAJFq6JiIjA0GIpewEECSHaCSHsYbzQ8xsL12RzhBACxmsAjkop37B0PbZISvl/UsrWUsoAGN/Hv0op+c10A5NSZgJIF0IEVzb1AXDEgiXZqrMAbhNCqCs/P/qAAx4QEVkFlaULuBVJKXVCiFkAfoRxdJqPpJSHLVyWLeoGYAKAg0KIvyrbnpFSfme5koj+ttkA1lR+0XESwBQL12NzpJR7hBAbAOyDcfTB/QBWWLYqIiICACElL6UgIiIiIiLrxdPDiIiIiIjIqjG0EBERERGRVWNoISIiIiIiq8bQQkREREREVo2hhYiIiIiIrBpDCxERERERWTWGFiIiIiIismoMLUR0FSGEsxDiWyFEshDikBDiKSHExsrn7hFClAoh7IUQjkKIk5XtgUKIH4QQSUKI34UQIZXtPkKIL4UQeyt/ulW2PyeEWCWE+FUIcVwIMc1yW0xERETWTmXpAojI6vQHcEFKOQgAhBDuAGZUPtcDwCEAXWD8/NhT2b4CwAwp5XEhRFcA7wLoDWAxgDellH8IIdoC+BFAaOVrOgK4DYAzgP1CiG+llBcafeuIiIioyWFoIaLqDgJYJIRYAGCLlPJ3IcQJIUQogDgAbwDoCUAJ4HchhAuABABfCCFMy3Co/H0ngDCzdjchhGvl401SylIApUKIbZXL/rpxN42IiIiaIoYWIrqKlDJVCBEDYCCAV4UQWwH8DmAAAC2AnwF8AmNoeRzG00zzpJSdalicAkB8ZTipUhliZPVVN9xWEBERkS3hNS1EdBUhRCsAJVLK1QAWAegMYAeARwD8KaXMAuAFIATAYSllAYBTQoiRla8XQoioysVtBTDLbNmdzFZ1T+V1MV4A7gCwtzG3i4iIiJou9rQQUXWRABYKIQww9qzMBHAYgC+M4QUADgC4JKU09Y6MA7BMCDEPgB2AtQCSATwMYKkQ4gCMnzc7cOX6mP8B+BZAWwAv8noWIiIiqo24csxBRHRzCCGeA1AkpVxk6VqIiIjI+vH0MCIiIiIismrsaSEiIiIiIqvGnhYiIiIiIrJqDC1ERERERGTVGFqIiIiIiMiqMbQQEREREZFVY2ghIiIiIiKrxtBCRERERERW7f8ByHufj/nxecYAAAAASUVORK5CYII=\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_sweep_times(gpu_sweep)" - ] - }, - { - "cell_type": "markdown", - "id": "cb7fe00c-b659-4c57-8bf0-5880cab3675b", - "metadata": { - "tags": [] - }, - "source": [ - "### Linux" - ] - }, - { - "cell_type": "code", - "execution_count": 120, - "id": "f1b0161f-ba1b-45b4-a33c-a0312404e8e1", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "events = []\n", - "for fname in glob.glob(os.path.join(datapath, \"diffusion/linux/linux.*.log\")):\n", - " events.extend(read_events(fname))\n", - "\n", - "linux = events2df(events)\n", - "linux_total = extract_total_times(linux)" - ] - }, - { - "cell_type": "code", - "execution_count": 121, - "id": "4aa3c701-f191-45d5-ad9f-d78f3e66592b", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_all(linux_total)" - ] - }, - { - "cell_type": "code", - "execution_count": 122, - "id": "c287ed7a-4206-43d0-8871-eeca7f23377f", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_by_solver(linux_total)" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "id": "a0f7ca9a-018d-475d-8369-4f6b33dd5837", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", - " & (linux_total[\"numberOfElements\"] == 316**2)],\n", - " linux_total[(linux_total[\"package.solver\"] == \"scipy\")\n", - " & (linux_total[\"numberOfElements\"] == 316**2)],\n", - " by=[\"package.solver\", \"solver_class\", \"preconditioner\"],\n", - " fname=\"solution.npz\", key=\"value\",\n", - " diff_fn=scale_and_diff)" - ] - }, - { - "cell_type": "code", - "execution_count": 123, - "id": "a1286dee-fd05-48f0-a1f1-08bd4e411738", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", - " & (linux_total[\"solver_class\"].isin([\"LinearPCGSolver\"]))],\n", - " linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", - " & (linux_total[\"solver_class\"].isin([\"LinearPCGSolver\"]))],\n", - " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", - " fname=\"solution.npz\", key=\"value\",\n", - " diff_fn=scale_and_diff)" - ] - }, - { - "cell_type": "code", - "execution_count": 996, - "id": "3e21079d-972f-4ebe-a8a3-02e00d97c837", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")],\n", - " linux_total[(linux_total[\"package.solver\"] == \"petsc\")],\n", - " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", - " fname=\"solution.npz\", key=\"value\",\n", - " diff_fn=scale_and_diff) " - ] - }, - { - "cell_type": "code", - "execution_count": 124, - "id": "b264b652-1220-46a2-9f17-5557716a8518", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", - " & (linux_total[\"solver_class\"] == \"LinearCGSSolver\")],\n", - " linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", - " & (linux_total[\"solver_class\"] == \"LinearCGSSolver\")],\n", - " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", - " fname=\"solution.npz\", key=\"value\",\n", - " diff_fn=scale_and_diff) " - ] - }, - { - "cell_type": "markdown", - "id": "6d485c50-c630-4692-8724-509992f50ced", - "metadata": { - "tags": [] - }, - "source": [ - "#### arithmetic" - ] - }, - { - "cell_type": "code", - "execution_count": 126, - "id": "cecb2f32-d736-4652-936b-53c277884a20", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "events = []\n", - "for fname in glob.glob(os.path.join(datapath, \"diffusion/arithmetic_diffusion/solver.*.log\")):\n", - " events.extend(read_events(fname))\n", - "\n", - "arithmetic = events2df(events)\n", - "arithmetic_total = extract_total_times(arithmetic)" - ] - }, - { - "cell_type": "code", - "execution_count": 127, - "id": "386076b9-74e2-4fea-a330-a50b4e73a11b", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(10.0, 1000000.0)" - ] - }, - "execution_count": 127, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "trilinos = arithmetic_total[\"package.solver\"] == \"no-pysparse\"\n", - "petsc = arithmetic_total[\"package.solver\"] == \"petsc\"\n", - "scipy = arithmetic_total[\"package.solver\"] == \"scipy\"\n", - "pysparse = arithmetic_total[\"package.solver\"] == \"pysparse\"\n", - "\n", - "# plot_all(harmonic_total[pysparse | scipy])\n", - "plot_all(arithmetic_total)\n", - "plt.ylim(bottom=1e-1, top=1e4)\n", - "plt.xlim(left=1e1, right=1e6)" - ] - }, - { - "cell_type": "code", - "execution_count": 128, - "id": "27fe520d-1363-456e-857c-a2726e753b2a", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAmAAAAGHCAYAAAAXwu53AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAABho0lEQVR4nO3dd3gVVf7H8fc3CRACIfSOFKkBQwuoiEAsKCuoLG7EuiwuKq6ia3f9we6Criv2mkUUy+qCEWy4YN0oWJAA0pEeBOklhRZIcn5/TBISSCXJvSmf1/PcZ+7MnZn7zRjhwzlnzphzDhERERHxnQB/FyAiIiJS1SiAiYiIiPiYApiIiIiIjymAiYiIiPiYApiIiIiIjymAiYiIiPiYAphIOWZm55vZWn/XUR6Z2d/M7G1/1yEicjoUwETKCTNLMLOLcm5zzs13znXyY03NzOw1M9thZilm9rOZ/d3MamV+bmZ2u5ktN7PDZrbTzL42s5E5ztHVzD43swNmlmhmi83sNzk+/4uZbTazg2a2zcze9cfPKiLiSwpgInIKMwsys/rAD0BN4FznXChwMVAXODNz1+eBu4B7gAZAC+D/gEtznG428AXQBGgMjAOSM7/n98ANwEXOudpAJPBVGf5ohTKzQH9+v4hUDQpgIuWYmQ0ys2051hPM7N7MFqckM3vXzIJzfD7UzJZmtjR9b2YROT570Mw2ZrZkrTaz4Tk+G2Vm35nZM2a2H/gbcDeQAlzvnEsAcM5tdc7d6ZxbbmYdgduAkc65L5xzR5xz6c65b51zozLP2xBoC0x1zh3LfH3nnPs286v7AJ855zZmnn+nc+6VHHU1N7OPzWy/mW0wszH5XKdPzez2k7YtM7PfZr7vbGZfZJ5nrZlF59jvDTOLMbM5ZnYIiCrqfx8RkdOlACZS8UTjtTC1BSKAUQBm1guYBtyC1xo1BfjYzGpkHrcROB8IA/4OvG1mzXKc92xgE14r1aPARcD7zrmMfOq4ANjqnFtUQK37gA2Z33WlmTU56fMFwI1mdp+ZRebR+jQd2AY0B64C/mFmF+bxPf8BrslaMbNwoDXw38zu0i8y92mcud/LZtY1x/HXZv7MocC3iIiUMQUwkYrneefcdufcfrzuvR6Z28cAU5xzP2a2RL0JpALnADjn3ss8LsM59y6wHuib47zbnXMvOOfSnHNH8ELcjgLqaAjszLkhcwxXopkdNbPWznvYbBSQADwF7DCzeWbWIbOmt4E7gEuAb4DdZvZg5rlaAf2BB5xzR51zS4FX8bosT/YB0MPMWmeuX4cXHlOBoUCCc+71zJ9tCTALL9Bl+SizZS7DOXe0gJ9ZRKRUKICJVDw5Q89hoHbm+9bAPZkBKNHMEoFWeK1HmNmNObonE4FueCEqy9aTvmcf0Iz8nfK5c65l5jlrAJa5bZtz7nbn3JmZNR4C3spxzDvOuYvwxpbdCkw0s0sy697vnEvJ8RVb8MaZ5ZK5z3+BrMH/I4F3clyXs0+6LtcBTQv42UVEypQCmEjlsRV41DlXN8crxDk3PbNlaCpwO9DAOVcXWElmSMrkTjrfl8BwM8vvz4n/AS3NLLKoBTrntgIv4YW/kz877px7D1ie+fl2oL6ZhebY7Qzg13xOPx24xszOxbtxIC5z+1bgm5OuS23n3NicX1/Un0FEpDQogImUL9XMLDjrBQQV49ipwK1mdnbm9BC1zOyyzABTCy9k7AEwsz+QRwg6ydNAHeDNrK49M2thZk+bWYRzbi3eOLMZZnaxmdXMHMPVL+sEZlbPvGkr2ptZQOag/NF4Y7+yBv9fZmahmZ8PAboCP2aGte+BxzKvRwRwEydatk42B6+1ayLwbo6xa58AHc3sBjOrlvnqY2ZdinxlRURKmQKYSPkyBziS4/W3oh6YORh+DPAicABv8PuozM9W443B+gHYBZwFfFfI+fbjhanjwI9mloI3RURS5rkB/oQ3FcXTwH68AfOTgKuBX4BjQBu81rRkvFa31Ky6Mrf9JXPfRGAyMDbHXZLXZB6/HW+c11+dc1/kU28q8D7ezQP/ybE9BRiM1y25Ha8L93G8blIREb8wb4ysiIiIiPiKWsBEREREfEwBTERERMTHFMBEREREfEwBTERERMTHFMBEREREfKw4cwxVGA0bNnRt2rTxdxkiIiI+sXjx4r3OuUb+rkOKrlIGsDZt2rBoUUHPBxYREak8zGyLv2uQ4lEXpIiIiIiPKYCJiIiI+JgCmIiIiIiPVaoxYGY2DBjWvn17f5ciIiLiV4sXL24cFBT0KtANNbj4WgawMi0t7Y+9e/fendcOlSqAOedmA7MjIyPH+LsWERERfwoKCnq1adOmXRo1anQgICBAD372oYyMDNuzZ0/4zp07XwUuz2sfJWIREZHKqVujRo2SFb58LyAgwDVq1CgJr/Ux7318WI+IiIj4ToDCl/9kXvt8c5YCmBRZQkIC3brlG+ZFRESkiBTAqoj09HR/lyAiIlKhpKWlldm5K1UAM7NhZvZKUlKSv0vJ01tvvUVERATdu3fnhhtuYMuWLVx44YVERERw4YUX8ssvvwAwatQoxo0bR79+/WjXrh0zZ84E4Oqrr2bOnDnZ5xs1ahSzZs0iPT2d++67jz59+hAREcGUKVMA+Prrr4mKiuLaa6/lrLPOIiMjg9tuu42uXbsydOhQfvOb32Sfe/HixQwcOJDevXtzySWXsGPHjuzt3bt359xzz+Wll17y5eUSEZEKbu3atdXbtWvXdeTIka3bt2/f9bzzzutw8OBB+/7772t27969c8eOHcMvvvjiM/fs2ROY1/EhISE9x4wZ0zI8PLzLueee23H79u1Bq1atqhEeHt4la58VK1bU6Nq1axeA2267rcWZZ57ZtWPHjuE333xzS4ARI0a0ufbaa8/o3bt3pzZt2nSbPn16WFZtvXv37hQeHt4lPDy8yxdffFEL4JNPPgk9++yzOw4bNqxtp06duiYnJwcMGjSofadOncI7dOjQderUqfUA5s+fH9KnT59OXbt27dK/f/8OW7ZsqVaca1Ml74K86667WLp0aaHny8jIYN++fTRo0ICAgIKzao8ePXj22Wfz/XzVqlU8+uijfPfddzRs2JD9+/fz+9//nhtvvJHf//73TJs2jXHjxvHhhx8CsGPHDr799lt+/vlnLr/8cq666ipGjhzJu+++y29+8xuOHTvGV199RUxMDK+99hphYWHEx8eTmprKeeedx+DBgwFYuHAhK1eupG3btsycOZOEhARWrFjB7t276dKlC6NHj+b48ePccccdfPTRRzRq1Ih3332Xhx9+mGnTpvGHP/yBF154gYEDB3LfffcVes1ERKQcGj26FStXhpTqObt1O8y0aVsL2+2XX34Jfvvttzf169dvy29+85t2b731Vr1nn3226TPPPPPLZZdddvCuu+5q/sADDzSflse5jhw5EtCrV6/DU6dO3Xbvvfc2e/DBB5u/9dZbv4SGhqZ///33Nfv163dkypQpDa+99tp9u3btCpwzZ069TZs2rQwICGDv3r3ZoW7r1q01Fi5cuHb16tU1Lrrook5XXHHFiubNm6fNnz9/XUhIiFuxYkWNa665pt3KlSvXACxfvrzWTz/9tKpz587H3njjjbpNmzY9/vXXX28A2LdvX2BqaqqNGzfujP/+978bmjdvnjZ16tR69957b4v33nsvoaiXr1K1gJW2ffv2sXr1avbt21fic/3vf//jqquuomHDhgDUr1+fH374gWuvvRaAG264gW+//TZ7/yuvvJKAgADCw8PZtWsXAEOGDOF///sfqampzJ07lwEDBlCzZk0+//xz3nrrLXr06MHZZ5/Nvn37WL9+PQB9+/albdu2AHz77bf87ne/IyAggKZNmxIVFQXA2rVrWblyJRdffDE9evTgkUceYdu2bSQlJZGYmMjAgQOzaxQRESmOFi1apPbr1+8IQM+ePQ9v3LixRkpKSuBll112EGDMmDH7FixYUDuvYwMCAvjjH/+4H2D06NH7Fi5cWBtg1KhRe6dOndowLS2Njz76qN5NN920r379+uk1atTIGDlyZOs333yzbu3atTOyzjNixIj9gYGBnHXWWamtWrVKXbp0afCxY8fs2muvbdOxY8fw3/3ud2du3LgxOGv/iIiIQ507dz4G0KtXryPz58+vM3bs2Baffvpp7QYNGqQvX768xvr162tecMEFHTt37hz+xBNPNNu+fXvVbQErqoJaqnJKTU3lk08+YejQodSoUaNE3+mcw8wK3Cfn5zm/zznvJpbg4GAGDRrEZ599xrvvvss111yT/fkLL7zAJZdckut8X3/9NbVq1TrlPHnV1rVrV3744Ydc2xMTEwutWUREiic1LZVP1n3C0I5DqRFUsr9biqwILVVlpXr16tl/+QQGBrrExMQ8g0paWhrdunULB7j00ksTn3322e0n75P1d9Lvf//7A48//njzGTNmpJx11lmHmzZtmg6wdOnSNR9//HGdGTNm1IuJiWm8YMGCdTmPy3meRx99tEnjxo2Pz5o1a3NGRgY1a9bsnfV5SEhIdniLiIhIXbJkyepZs2aFPfzwwy2+/PLL5Ojo6MT27dsfWbp06c+ne13UAlaAGjVqMGLEiBKHL4ALL7yQ2NjY7Na0/fv3069fP2bMmAHAO++8Q//+/Qs9z8iRI3n99deZP39+duC65JJLiImJ4fjx4wCsW7eOQ4cOnXJs//79mTVrFhkZGezatYuvv/4agE6dOrFnz57sAHb8+HFWrVpF3bp1CQsLy26Ze+edd0p2EUREhE/WfUL0zGg+WfeJv0vxi7CwsPQ6deqkf/rpp7UBXnvttQbnnnvuwaCgIH7++efVP//88+qs8JWRkcHrr79eD+CNN95o0Ldv3xSAkJAQN3DgwKS77777jFGjRu0FSEpKCti/f3/g1VdfnfSvf/1r65o1a7K7XN9///166enprFq1qsbWrVtrdO/e/WhSUlJgs2bNjgcGBvLyyy83yO9mtYSEhGqhoaEZt9122/677rpr19KlS0MiIiKO7t+/P+jLL7+sBZCammqLFi0KzvME+aiSLWD+0LVrVx5++GEGDhxIYGAgPXv25Pnnn2f06NE88cQTNGrUiNdff73Q8wwePJgbb7yRyy+/nOrVqwPwxz/+kYSEBHr16oVzjkaNGmWPJctpxIgRfPXVV3Tr1o2OHTty9tlnExYWRvXq1Zk5cybjxo0jKSmJtLQ07rrrLrp27crrr7/O6NGjCQkJOaWFTUREim9ox6HEXhXL0I5D/V2K37z++uubx44d23rcuHEBZ5xxRur06dMT8tqvZs2aGatWrarZtWvXpqGhoenvv//+pqzPbrzxxv1z586t99vf/jYZIDExMXDo0KHtU1NTDeCRRx7JbvVr3759at++fTvt27ev2rPPPrslJCTE3XXXXbtHjBhx5ocfflivf//+KTVr1sw4tQJYvHhxzYceeqhlQEAAQUFB7uWXX94SHBzsZsyYsXHcuHFnpKSkBKanp9vYsWN3RUZGHi3qNbD8uqUqssjISLdo0SJ/l1EuHTx4kNq1a7Nv3z769u3Ld999R9OmTf1dloiIlICZLXbORebctmzZsoTu3bvv9VdNpSEkJKTn4cOHf8rrswkTJjRJSkoKfO65507pqsxpxIgRbYYOHZr0hz/84UDZVJm/ZcuWNezevXubvD5TC1gVM3ToUBITEzl27Bjjx49X+BIRkQrn4osvPnPLli01vvnmm3X+ruV0VaoAZmbDgGHt27f3dynlVta4LxERkfIuv9avL774YmNRzzFr1qyEUiuoFFWqQfjOudnOuZvDwsL8XYqIiIhIvipVABMRERGpCBTAREREfGHyZIiLy70tLs7bLlWOApiIiIgv9OkD0dEnQlhcnLfep49/6xK/UAArx9544w22by/w7toKb9CgQWjKEBGpEqKiIDbWC10TJnjL2FhvuwDw/PPPN0hISCjWI30qKgWwPEyePJm4k5qJ4+LimOzjZuLyHsDymzVYRETyERUFY8fCpEneUuErl7fffrvhL7/8ogBWVfXp04fo6OjsEBYXF0d0dDR9StBMnJCQQJcuXRgzZgxdu3Zl8ODBHDlyBIClS5dyzjnnEBERwfDhwzlw4AAzZ85k0aJFXHfddfTo0SN73ywbNmzgoosuonv37vTq1YuNGzfinOO+++6jW7dunHXWWbz77ruAN/XEoEGDuOqqq+jcuTPXXXcdzjnmzp1LdHR09jm//vprhg0bBsDnn3/OueeeS69evfjd737HwYMHAWjTpg0TJ06kf//+vPfee8yZM4fOnTvTv39/xo0bx9Ch3szOhw4dYvTo0fTp04eePXvy0UcfAXDkyBFGjhxJREQEV1999Sk/l4hIpRYXBzExMH68tzx5TFgls3bt2upt27bt+tvf/rZNx44dwy+99NJ2KSkpAfPnzw/p06dPp65du3bp379/hy1btlR7/fXX661cuTLkxhtvbNe5c+fwgwcP2m233dbizDPP7NqxY8fwm2++uSXA1q1bgy6++OIzO3XqFN6pU6fwL774olZhdZRHlWoesNISFRVFbGws0dHRjB07lpiYGGJjY4kq4b9U1q9fz/Tp05k6dSrR0dHMmjWL66+/nhtvvJEXXniBgQMHMmHCBP7+97/z7LPP8uKLL/Lkk08SGRl5yrmuu+46HnzwQYYPH87Ro0fJyMjg/fffZ+nSpSxbtoy9e/fSp08fBgwYAMBPP/3EqlWraN68Oeeddx7fffcdF198MbfccguHDh2iVq1avPvuu1x99dXs3buXRx55hC+//JJatWrx+OOP8/TTTzNhwgTAeyj4t99+y9GjR+nQoQPz5s2jbdu22Q8HB3j00Ue54IILmDZtGomJifTt25eLLrqIKVOmEBISwvLly1m+fDm9evUq0TUVEakwssZ8ZXU7RkX5rBty9GharVxJSOF7Fl23bhyeNo1CH/KdkJAQPGXKlITBgwcf+t3vftdm8uTJjT755JN6//3vfzc0b948berUqfXuvffeFu+9915CTExM4yeffHLrgAEDDu/atStwzpw59TZt2rQyICCAvXv3BgLceuutZ5x//vkpEyZM2JiWlkZSUlJgaf5cvqIWsHxERUUxduxYJk2axNixY0scvgDatm1Ljx49AOjduzcJCQkkJSWRmJjIwIEDAfj973/PvHnzCjxPSkoKv/76K8OHDwe8QBQSEsK3337LNddcQ2BgIE2aNGHgwIHEx8cD0LdvX1q2bElAQAA9evQgISGBoKAgLr30UmbPnk1aWhr//e9/ueKKK1iwYAGrV6/mvPPOo0ePHrz55pts2bIl+/uvvvpqAH7++WfatWtH27ZtAXIFsM8//5x//vOf9OjRg0GDBnH06FF++eUX5s2bx/XXXw9AREQEERERJb6uIiIVQnx87rCVNSYs88/pyqpp06bHBg8efAjghhtu2PfVV1+FrV+/vuYFF1zQsXPnzuFPPPFEs+3bt5/S7Vi/fv30GjVqZIwcObL1m2++Wbd27doZAN9//33offfdtwcgKCiIBg0aVMjxMGoBy0dcXBwxMTGMHz+emJgYoqKiShzCatSokf0+MDDwtLvf8nt+Z0HP9Tz5u9PS0gAvTL300kvUr1+fPn36EBoainOOiy++mOnTp+d5rlq1ahX6fc45Zs2aRadOnU75zMzyPU5EpNK6//5Tt2W1hJWxorRUlZWT/8yvVatWevv27Y8sXbr054KOq1atGkuXLl3z8ccf15kxY0a9mJiYxgsWLKiwjx46mVrA8pA15is2NpaJEydmd0eePDC/NISFhVGvXj3mz58PwL///e/s1rDQ0FBSUlJOOaZOnTq0bNmSDz/8EIDU1FQOHz7MgAEDePfdd0lPT2fPnj3MmzePvn37Fvj9gwYNYsmSJUydOjW7Zeucc87hu+++Y8OGDQAcPnyYdetO/Z3v3LkzmzZtIiEhASB7zBnAJZdcwgsvvJAd0n76yXuaxIABA3jnnXcAWLlyJcuXLy/SdRIRkYppx44d1b/88staAP/5z3/q9+3b99D+/fuDsralpqbaokWLggFq166dntWlmJSUFLB///7Aq6++Oulf//rX1jVr1oQAnHfeeSlPPPFEI4C0tDT2799fIbNMhSw6P2Y2zMxeSUpKKtF54uPjc435yhoTFl9GzcRvvvkm9913HxERESxdujR7rNWoUaO49dZb8xyE/+9//5vnn3+eiIgI+vXrx86dOxk+fDgRERF0796dCy64gMmTJxf6sO3AwECGDh3K3LlzswfQN2rUiDfeeINrrrmGiIgIzjnnHH7++dR/qNSsWZOXX36ZSy+9lP79+9OkSROyHgM1fvx4jh8/TkREBN26dWP8+PEAjB07loMHDxIREcHkyZMLDYgiIlKxtWvX7ui0adMadOzYMfzAgQNBDz744O4ZM2ZsfPDBB1t26tQpvGvXruHffPNNbYAbb7xx7x133NG6c+fO4YmJiYGXXnpph44dO4aff/75nR555JGtADExMb988803oR07dgzv1q1b+JIlS2r69yc8PVZQN1JFFRkZ6TS3lG8cPHiQ2rVr45zjT3/6Ex06dODPf/6zv8sSEalSzGyxcy7XHVvLli1L6N69+15/1QTeXZBDhw7tsH79+lX+rMNfli1b1rB79+5t8vqsUrWAie9NnTqVHj160LVrV5KSkrjlllv8XZKIiEi5p0H4UiJ//vOf1eIlIiJ56tSp07Gq2vpVGLWAiYiI+MDk7yYTt/mkp6xsjmPyd3oYd1WkACYiIuIDfZr3IXpmdHYIi9scR/TMaPo018O4qyJ1QYqIiPhAVNsoYq+KJXpmNGMjxxKzKIbYq2KJaqvnQVZFagETERHxkai2UYyNHMukeZMYGzlW4asKUwATERHxgcmT4ekP4ohZFMP4AeOJWRTD0x/EMVlDwJg3b17IqFGjWvm7Dl9SF6SIiIgPBHWI494fo3ny7FjujoqibmJU9jpU7ZawAQMGHB4wYMBhf9fhS2oBExER8YG0xvE8eXYsj90cxYQJ8NjNUTx5dixpjSvvw7iTk5MDBg0a1L5Tp07hHTp06Dp16tR633zzTUjPnj07d+rUKfyss87qcuDAgYBPPvkkNCoqqj3A3Xff3fzKK69se84553Rs3bp1t6eeeqohwJVXXtn27bffrpt17ssvv7ztO++8E+anH63E1AImIiLiA/ef5z2MO/EnmDQJxo+Hu4dH4YvWr9EfjW61cvfKkNI8Z7fG3Q5Pu2JagQ/5fv/99+s0bdr0+Ndff70BYN++fYHdu3cPf+eddzYOHDjw8P79+wNq166dcfJxa9asqbl48eI1KSkpgT179gwfMWJE0pgxY/Y888wzTa6//vrEffv2BS5evLj2rFmzNpfmz+RLagETERHxhcmTiXv6J2JivPAVEwNxT/9EZR4E1qtXryPz58+vM3bs2Baffvpp7Y0bN1Zv3Ljx8YEDBx4GqF+/fka1atVOOW7IkCGJtWvXds2aNUs799xzk+fPn1/rsssuO7hly5bgX3/9Nei1116rf9lllx3I69iKQi1gIiIiPhAXdDHR97Yi9smfiLq7J1F1f8pcv7jM28AKa6kqKxEREalLlixZPWvWrLCHH364RVRUVLKZFfoQajPLcz06Onrfq6++Wn/WrFn1p02bllAmRfuIWsBERER8ID6tJ7FPbiXqscEwYQJRjw0m9smtxKf19HdpZSYhIaFaaGhoxm233bb/rrvu2hUfH19r165d1b/55psQgAMHDgQcP378lOPmzp1b9/Dhw7Zz587ABQsWhPbv3/8QwK233rp3ypQpTQAiIyOP+vSHKWVqARMREfGB++8H6AmJY7MHgUXd3bNS3/+4ePHimg899FDLgIAAgoKC3Msvv7zFOce4cePOOHr0aEBwcHDGvHnz1p18XM+ePQ9deOGFHbZv31793nvv3dGmTZvjAK1atUo788wzjw4bNizR5z9MKSv3AczMugB3Ag2Br5xzMX4uSURE5PTExZFrEFhUlPeqpEaMGJE8YsSI1SdvX7Zs2c8514cOHZoydOjQlKz1Dh06HJ0+ffqWk49LSUkJSEhIqHHTTTftL5uKfccvXZBmNs3MdpvZypO2X2pma81sg5k9COCcW+OcuxWIBiL9Ua+IiEiJxcVBdDTExsLEid4yOtrbLoX68MMPQzt27Nh1zJgxuxs0aJDu73pKyl9jwN4ALs25wcwCgZeAIUA4cI2ZhWd+djnwLfCVb8sUERGAyd9Nzn6IdJa4zXFM/q7y3sFX6uLjvdCV1eIVFeWtx1feecBOx9NPP7194sSJu07efuWVV6bs2LFjxYQJE3b7o67S5pcA5pybB5zcfNgX2OCc2+ScOwbMAK7I3P9j51w/4DrfVioiIgB9mvchemZ0dgiL2xxH9Mxo+jTv4+fKKpCheM0LOYVnbpcqpzzdBdkCyHmb7DaghZkNMrPnzWwKMCe/g83sZjNbZGaL9uzZU9a1iohUKfHb43mo/0NEz4xmQtwEomdG81D/h4jfrtabIvtiI8QNh12ZLYm74rz1Lzb6ty7xi/IUwCyPbc4597Vzbpxz7hbn3Ev5Heyce8U5F+mci2zUqFEZlikiUvX0ad6Hx759jCHthzBp3iSGtB/CY98+phaw4ogYCc85L3Qtn+Atn3PedqlyylMA2wbkfBJ6S2C7n2oREZEcotpG8VD/h3h7+ducf8b5vL38bR7q/xBRbSvvHXylLioK/vEhzDkGKyd5y398WKnvgpT8lacAFg90MLO2ZlYdGAl8XJwTmNkwM3slKSmpTAoUEamq4jbH8di3j3F9xPXM/2U+10dcz2PfPnbKwHwpRDhwkcH7mcuTx4RJleGvaSimAz8Ancxsm5nd5JxLA24HPgPWALHOuVXFOa9zbrZz7uawsAr7cHQRkXIpawzY3A1zGT9gPHM3zNUYsOLKGvMVEwTh471lzjFhUurymmW/vPDXXZDXOOeaOeeqOedaOudey9w+xznX0Tl3pnPuUX/UJiIip8oaAxZ7VSwToyYSe1WsxoAV18IZ3pivf3zozQP2jw+99YUz/F1ZmVm7dm31tm3bdv3tb3/bpmPHjuGXXnppuxkzZoRdfPHFZ2bt88EHH9QZPHjwmWlpaYwYMaJNhw4dunbs2DH873//e2OAvn37dho9enSrnj17du7QoUPXuLi4EIC4uLiQnj17du7SpUt4z549Oy9btqwGwPPPP99gyJAh7S644IL2559/fsctW7ZUi4yM7NS5c+fwDh06dP30009rA7z//vt1evTo0Tk8PLzLkCFD2iUlJfk0E5X7mfBFRMT/4rfHE3tVbPaYr6i2UcReFUv89niNAyuqNWfmHvOVNSYsPh6GlfF3LxjdisSVIaV6zrrdDnNO4Q/5TkhICJ4yZUrC4MGDD/3ud79rs2rVquANGzYEb9++Pah58+Zp06ZNazBq1Ki9P/zwQ8iOHTuqrV+/fhXA3r17A7POcfjw4YCffvrp57lz59a++eab265fv35V9+7djy5cuPDnatWq8eGHH4bef//9LT/77LONAEuWLKm9fPnyVU2aNEn/61//2uTCCy9Mevzxx3empaWRkpISsGPHjqB//OMfzebNm7euTp06GQ8//HDTSZMmNXnyySd3lOo1KkClCmBmNgwY1r59e3+XIiJSqdx/3v2nbItqG6XwVRz3n3oNK/ujiACaNm16bPDgwYcAbrjhhn3PP/984+jo6H1Tp06t/6c//WnfkiVLar///vubExMTA7du3Vrj97//fathw4YlDR8+PDnrHNdee+1+gCFDhhw8ePBgwN69ewMTExMDrr766rYJCQnBZuaOHz+ePZvC+eefn9ykSZN0gHPOOefQLbfc0ub48eMBV1111YF+/fodmT59eujGjRuD+/bt2xng+PHj1rt374O+vC6VKoA552YDsyMjI8f4uxYREZFyowgtVWXFzE5ZHzt27L7LLrusfXBwsBs2bNiBatWq0ahRo/SVK1eu/uCDD+q8/PLLjd9999367733XkJ+53jggQdaDBw4MOWLL77YuHbt2uoXXHBBp6zPQ0JCMrLeDxky5OC8efPWzpo1K2zUqFFtx40bt6t+/fpp/fv3T549e/bmMv3hC1Ce7oIUERGpvFZPPnXA/a44b3sltmPHjupffvllLYD//Oc/9fv163ewTZs2x5s0aXL8qaeeajZmzJi9mfsFpaenM2rUqMRHHnnk1xUrVmR3mU6fPr0ewGeffVY7NDQ0vUGDBunJycmBLVu2PAYwZcqUhvl9/7p166q3aNHi+D333LP3+uuv37tkyZKQQYMGHVq0aFHtlStX1gDvId/Lly+vUZbX4WQKYCIiIr7QoA98G517Jvxvo73tlVi7du2OTps2rUHHjh3DDxw4EHTvvffuARg5cuS+Zs2aHevdu/dRgISEhGr9+/fv1Llz5/DRo0e3nThx4rasc9SrVy+9Z8+enW+//fbWU6ZMSQB44IEHdv7tb39r2atXr87p6fk/m/uzzz4LDQ8P79qlS5fwjz76qN7999+/q3nz5mlTpkxJGDlyZLuOHTuG9+7du/OKFSuCy/ZK5GbOOV9+X5nKMQZszPr16/1djoiISG5ZoavDWFgfA/1joUnJx4CZ2WLnXGTObcuWLUvo3r373hKfvATWrl1bfejQoR2yBtbndOONN57Rs2fPw3/+858LrLFv376dnnzyya0DBgw4XHaVlo1ly5Y17N69e5u8PqtULWCaB0xERMq1JlFe+Fo5yVuWQviqiLp27dpl9erVNW+99dZ9/q7FXyrVIHwREZFybVec1/LVbby3bBJVqUNYp06djuXV+rVq1ao1RT3HwoUL15ZuVeVDpWoBExERKbeyuh/7x0LERG+Zc0yYVCmVKoDpWZAiIlJu7YvPPearSZS3vq/MHueUkZGRYYXvJmUh89pn5Pd5pQpgGgMmIiLlVvj9p3Y3NonytpeNlXv27AlTCPO9jIwM27NnTxiwMr99NAZMRESkEkpLS/vjzp07X925c2c3KlmDSwWQAaxMS0v7Y347KICJiIhUQr17994NXO7vOiRvSsQiIiIiPlapApgG4YuIiEhFUKkCmAbhi4iISEVQqQKYiIiISEWgACYiIiLiYwpgIiIiIj6mACYiIiLiYwpgIiIiIj5WqQKYpqEQERGRiqBSBTBNQyEiIiIVQaUKYCIiIiIVgQKYiIiIiI8pgImIiIj4mAKYiIiIiI8pgImIiIj4mAKYiIiIiI9VqgCmecBERESkIqhUAUzzgImIiEhFUKkCmIiIiEhFoAAmIiIi4mMKYCIiIiI+pgAmIiIi4mMKYCIiIiI+pgAmIiIi4mMKYCIiIiI+pgAmIiIi4mMKYCIiIiI+pgAmIiIi4mOVKoDpWZAiIiJSEVSqAKZnQYqIiEhFUKkCmIiIiEhFoAAmIiIi4mMKYCIiIiI+pgAmIiIi4mMKYCIiIiI+pgAmIiKFe/k38OnTubd9+rS3XUSKTQFMREQK1ywAfr3nRAj79GlvvZn+GhE5Hfo/R0RECtfvHgip5YWu5wd4y5Ba3nYRKTYFMBERKdyb8VBvItQIgobzvWW9id52ESk2BTARESlcnz4wfjwcT/PWj6d56336+LcukQpKAUxERAqX+hPcchjSgb3ne8tbDnvbRaTYFMBERKRwC56F4GDYewPcOd9bBgd720Wk2BTARESkcL2HwHMB8M+Pva7Hf37srfce4u/KRCokBTARESlc7ZGwvho45607563XHunfukQqqHIfwMzsSjObamYfmdlgf9cjIlIlxcfDBx/AnXfCpEne8oMPvO0iUmx+CWBmNs3MdpvZypO2X2pma81sg5k9COCc+9A5NwYYBVzth3JFROT++71lTIzXBRkTk3u7iBSLv1rA3gAuzbnBzAKBl4AhQDhwjZmF59jl/zI/FxERX4uLg+hoiI2FiRO9ZXS0t11Eis0vAcw5Nw/Yf9LmvsAG59wm59wxYAZwhXkeB+Y655b4ulYREcHraoyNhagobz0qyltXF6TIaQnydwE5tAC25ljfBpwN3AFcBISZWXvn3L/yOtjMbgZuBjjjjDPKuFQRkSomr67GqKgTgUxEiqU8BTDLY5tzzj0PPF/Ywc65V4BXACIjI10p1yYiIiJSasrTXZDbgFY51lsC2/1Ui4iI5DD5u8nEbc493itucxyTv5vsp4pEKrbyFMDigQ5m1tbMqgMjgY+LcwIzG2ZmryQlJZVJgSIiVVWf5n2InhmdHcLiNscRPTOaPs31LEiR0+GvaSimAz8Ancxsm5nd5JxLA24HPgPWALHOuVXFOa9zbrZz7uawsLDSL1pEKjS14JRMVNsoYq+KJXpmNBPiJhA9M5rYq2KJaqsxYCKnw193QV7jnGvmnKvmnGvpnHstc/sc51xH59yZzrlH/VGbiFROasEpuai2UYyNHMukeZMYGzlW4UukBIoVwMwswMzqlFUxJaUuSBHJj1pwSi5ucxwxi2IYP2A8MYtiTmlRFJGiKzSAmdl/zKyOmdUCVgNrzey+si+t+NQFKSIFUQvO6ctqMYy9KpaJUROzw6xCmMjpKco0FOHOuWQzuw6YAzwALAaeKNPKRERK0eTvJhMUEJSrBaducF3SMtK4/zw9Tqcw8dvjc7UYZrUoxm+PV5AVOQ1FCWDVzKwacCXwonPuuJlpni0RqVCCAoK49/N7eXLwk9x97t3UDa6bvS6FyyukRrWNUvgSOU1FCWBTgARgGTDPzFoDyWVZ1Okys2HAsPbt2/u7FBEpZ9Iy0nhy8JM89u1jJB5NJGZRDE8OfpK0jDR/lyYiVZA5V7zGLDMzIDBz2ohyKTIy0i1atMjfZYhIOTQhbgKT5k1i/IDxTIya6O9yREqFmS12zkX6uw4pumJPQ+E85TZ8iYjkR3fxiUh5UZ5mwhcRKTO6i09EypN8A5iZNfNlIaVB84CJSH4KuotPRMTX8h0DZmZzgXrA18CnwLcVpetRY8BERKQq0RiwiiffuyCdc0PMLBgYBAwHnjSzX/DC2KfOuV98U6KIiIhI5VLgGDDn3FHn3KfOuTszk/U9eKHtRTNb6JMKRUTE7yZPhriThsvFxXnbRaT4ijUI3zm32Tn3snPucqB/GdUkIiLlTJ8+EB19IoTFxXnrffQsc5HTUpSJWPPknDtWmoWIiEj5FRUFsbFe6Bo7FmJivPUoTYQvcloq1TQUugtSRKTsREV54WvSJG+p8CVy+ooUwMysppl1KutiSso5N9s5d3NYWJi/SxERqXTi4ryWr/HjveXJY8JEpOgKDWCZz1dcinf3I2bWw8w+LuO6RESkHMka8xUbCxMnnuiOVAgTOT1FaQH7G9AXSARwzi0F2pRVQSIiUv7Ex+ce85U1Jixe89iKnJaiDMJPc84lec/gFhGRquj++0/dFhWlcWAip6soAWylmV0LBJpZB2Ac8H3ZliUiIiJSeRWlC/IOoCuQCkwHkoG7yrCm06a7IEVERKQiyPdZkBWZngUpIiJViZ4FWfEU2gVpZpHAX/AG3mfv75yLKLuyRERERCqvoowBewe4D1gBZJRtOSIiIiKVX1EC2B7nnOb9EhERESklRQlgfzWzV4Gv8AbiA+Cce7/MqhIRERGpxIoSwP4AdAaqcaIL0gEKYCIiIiKnoSgBrLtz7qwyr0RERESkiijKPGALzCy8zCspBZoHTERERCqCogSw/sBSM1trZsvNbIWZLS/rwk6Hc262c+7msLAwf5ciIiIikq+idEFeWuZViIiIiFQh+QYwM6vjnEsGUnxYj4iIiEilV1AL2H+AocBivLseLcdnDmhXhnWJiIiIVFr5BjDn3NDMZVvflSMiIiJS+RU6CN/MvirKNhEREREpmoLGgAUDIUBDM6vHiS7IOkBzH9QmIiIiUikVNAbsFuAuvLC1mBMBLBl4qWzLEhEREam8ChoD9hzwnJnd4Zx7wYc1iYiIiFRqhY4BU/gSERERKV1FmQlfREREREpRpQpgehakiIiIVAQF3QXZq6ADnXNLSr+cknHOzQZmR0ZGjvF3LSIiIiL5KeguyKcyl8FAJLAM707ICOBHvId0i4iIiEgx5dsF6ZyLcs5FAVuAXs65SOdcb6AnsMFXBYqIiIhUNkUZA9bZObcia8U5txLoUWYViYiIiFRyBXVBZlljZq8Cb+M9hPt6YE2ZViUiIiJSiRUlgP0BGAvcmbk+D4gps4pEREREKrlCA5hz7qiZ/QuY45xb64OaRERERCq1QseAmdnlwFLg08z1Hmb2cRnXJSIiIlJpFWUQ/l+BvkAigHNuKdCmzCoSERERqeSKEsDSnHOaWl5ERESklBRlEP5KM7sWCDSzDsA44PuyLUtERESk8ipKC9gdQFcgFZgOJAN3lWFNIiIiIpVaUe6CPAw8DDxsZoFALefc0TKvTERERKSSKspdkP8xszpmVgtYBaw1s/vKvjQRERGRyqkoXZDhzrlk4EpgDnAGcENZFiUiIiJSmRUlgFUzs2p4Aewj59xxvEcS+YSZtTOz18xspq++U0REcps8GeLicm+Li/O2i0jxFSWATQESgFrAPDNrjTcQ/7SZ2TQz221mK0/afqmZrTWzDWb2IIBzbpNz7qaSfJ+IiJRMnz4QHX0ihMXFeet9+vi3LpGKqtAA5px73jnXwjn3G+fZAkSV8HvfAC7NuSFzgP9LwBAgHLjGzMJL+D0iIlIKoqIgNtYLXRMmeMvYWG+7iBRfUQbhNzCz581siZktNrPngLCSfKlzbh6w/6TNfYENmS1ex4AZwBUl+R4RESk9UVEwdixMmuQtFb5ETl9RuiBnAHuAEcBVme/fLYNaWgBbc6xvA1pkBsB/AT3N7KH8Djazm81skZkt2rNnTxmUJyJStcXFQUwMjB/vLU8eEyYiRVeUmfDrO+cm5Vh/xMyuLINaLI9tzjm3D7i1sIOdc68ArwBERkb67CYBEZGqIGvMV1a3Y1SUuiFFSqIoLWBxZjbSzAIyX9HAf8uglm1AqxzrLYHtZfA9IiJSTPHxucNW1piw+Hj/1iVSUZlzBTcWmVkK3h2QGZmbAoBDme+dc67OaX2xWRvgE+dct8z1IGAdcCHwKxAPXOucW1WMcw4DhrVv337M+vXrT6csERGRCsfMFjvnIv1dhxRdUe6CDHXOBTjngjJfAZnbQksQvqYDPwCdzGybmd3knEsDbgc+A9YAscUJX5m1znbO3RwWVqJ7BERERETKVFHGgGFm9YAOQHDWtsw7GU+Lc+6afLbPwZttX0RERKTSKjSAmdkfgTvxxmQtBc7Ba726oEwrExEREamkijII/06gD7DFORcF9MSbiqLcMbNhZvZKUlKSv0sRERERyVdRAthR59xRADOr4Zz7GehUtmWdHo0BExERkYqgKGPAtplZXeBD4AszO4CmhxARERE5bYUGMOfc8My3fzOzOLzHEH1aplWdphzTUPi7FBEREZF85dsFaWb1T34BK4Bvgdo+q7AY1AUpIiIiFUFBLWCLAUfuRwRlrTugXRnWJSIiIlJp5RvAnHNtfVmIiIiISFVR6F2Q5rnezMZnrp9hZn3LvjQRERGRyqko01C8DJwLXJu5ngK8VGYVlYDmARMREZGKoCgB7Gzn3J+AowDOuQNA9TKt6jRpEL6IiIhUBEUJYMfNLBBv4D1m1gjIKNOqRERERCqxogSw54EPgMZm9ijeNBT/KNOqRERERCqxokzE+o6ZLQYuxJuC4krn3Joyr0xERESkkirKo4jIfP7jz2VcS4lpJnwRERGpCIrSBVlhaBC+iIiIVASVKoCJiIiIVAQKYCIiIiI+pgAmIiIi4mMKYCIiIiI+pgAmIlXD5MkQF5d7W1yct11ExMcqVQDTsyBFJF99+kB09IkQFhfnrffp49+6RKRKqlQBTNNQiEi+oqIgNtYLXRMmeMvYWG+7iIiPVaoAJiKSn8nfTSauDTB2LEyaBGPHEtfG2y4i4msKYCJSJfRp3ofo6cOJ+/g5GD+euI+fI3r6cPo0VxekiPhekR5FJCJS0UUlQGysIzraGHsuxAQbsbGOqHOBtv6uTkSqGgUwEaka4uOJeuZDxhLHpHmTGD9gPFHnRkF8vMaBiYjPqQtSRKqG++8nrg3ELIph/IDxxCyK8caE3X+/nwsTkapIAUxEqoS4zXFEz4wm9qpYJkZNJPaqWKJnRhO3Oa7wg0VESlmlCmCaB0xE8hO/PZ7Yq2KJaut1N0a1jSL2qljit8f7uTIRqYrMOefvGkpdZGSkW7Rokb/LEBER8QkzW+yci/R3HVJ0laoFTERERKQiUAATkaph9WTYddJ4r11x3nYRER9TABORquGJWfDFsBMhbFect/7ELP/WJSJVkgKYiFQNZ10Njx3yQtfyCd7ysUPedhERH9NErCJSNdx9t7f86B4ImAQfATc9dWK7iIgPKYCJSNVxXU8IC4L302BIEAzt6e+KRKSKUhekiFQNWWO+nk6D3ed7y5xjwkREfEgBTESqhg+f8sZ83fQUzJvnLR875G0XEfExdUGKSNXwUUbuMV/ZY8K+hFv8V5aIVE2aCV9ERKSC00z4FU+l6oLUsyBFRESkIqhUAcw5N9s5d3NYWJi/SxERERHJV6UKYCIiIiIVgQKYiIiIiI8pgImIiIj4mAKYiIiIiI8pgImIiIj4mAKYiIiIiI8pgIlI1XJkB6Rs9HcVIlLFKYCJSNXgHGx6A2Z3gW+ugPRUf1ckIlWYAphIBXA8/ThPfv8kF711EalpCg7FdmgLfD0EFvwBQppB8mr49RN/VyUiVZgexi1Szv1v8/+4Y+4drN6zGoD3f36fa7pd4+eqKgiXAetjYOmDgIPeL8CZN8H2OdBiqL+rE5EqTAFMpJz6JekX7vn8Hmaunknbum2Z+buZOBzDOg7zd2kVQ/I6+PGPsGc+NL0Y+r4Ctdt4n50xwq+liYgogImUM0fTjvLk90/yj/n/wOGYOGgi9/a7l5rVavq7tIohIw1+fgZWTICAYDh7GrQbBWb+rkxEJJsCmEg54Zzjk3WfcNdnd7HpwCZGdBnBU4OfonXd1v4ureJIXAELRsP+RdDyCoh8GUKa+7sqEZFTKICJlAPr963nzk/vZO6GuXRp2IUvbviCi9pd5O+yKo70Y7DqH7D6H1CtLpw3A86IVquXiJRb5T6AmVkt4GXgGPC1c+4dP5ckUmoOHjvIo/Me5ekFT1MjsAZPDX6KO/reQbXAav4ureLYF++1eiWthDbXQa9nIbihv6sSESmQX6ahMLNpZrbbzFaetP1SM1trZhvM7MHMzb8FZjrnxgCX+7xYkTLgnGPGyhl0frEz//zun4zsNpJ1d6zj7nPvPiV8Tf5uMnGb43Jti9scx+TvJvuy5PIn7Qj8dB98fg4cOwADZ0O/txW+RKRC8Nc8YG8Al+bcYGaBwEvAECAcuMbMwoGWwNbM3dJ9WKNImVi+azlRb0ZxzaxraFK7Cd+N/o43r3yTprWb5rl/n3kbiZ4+PDuExW2OI3r6cPrMq8Kzue+eB3MiYM2T0O4muGxVsaaVcK4MaxMRKQK/BDDn3Dxg/0mb+wIbnHObnHPHgBnAFcA2vBAGmjhWKrADRw4wbu44ek7pyYrdK/jXZf9i4R8X0q9VvwKPizpnJLGxjujpw5kQN4Ho6cOJjXVEnTPSR5WXI8dTIP5P8OVAcOlwwVdw9itQPaxIh2/dCj17Qrt2kJxcxrWKiBSgPAWaFpxo6QIveLUA3gdGmFkMMDu/g83sZjNbZGaL9uzZU7aVihRDhsvg1SWv0vHFjrwU/xK39r6V9Xes55bIWwgMCCz8BFFRRD3zIWO/O8akeZMY+90xop75EKKiyrz2cmX7Z/Dfbt7Eqp3uhMtWQNMLinRoWhrccgu0aQNLl0JCAkyaVJbFiogUrDwNws/rdiXnnDsE/KGwg51zrwCvAERGRqqDQcqFhb8u5PY5txO/PZ7zWp3Hi795kR5NexT7PHFtIKaPMf4biBlgRLWBKhO/UvfDkrth85tQpzNc/C00KrjVMKe334axY+HgQQgJgcce81rCxo8vw5pFRApRngLYNqBVjvWWwHY/1SJSIrsP7eahLx9i2tJpNKvdjLeHv821Z12Lnca0CFljvmI/DCLq8vFEffgc0dWHE3vNB0S1reQxbOsHEH8bpO6Brg9Dt/+DwOAiHfrzzzB8uLc0g1GjYMoUqF69bEsWESmK8hTA4oEOZtYW+BUYCVxbnBOY2TBgWPv27cugPJHCpWWk8dLCl/jr13/l0PFD3NfvPsYPGE9ojdDTPmf8/BnemK/MbseoqChi/3wl8S1nVN4AdmQXLL4DfnkP6vWAQXOgfs+iHXoEbrwRZs3yBtv37Anvv+91P4qIlBf+moZiOvAD0MnMtpnZTc65NOB24DNgDRDrnFtVnPM652Y7524OCyvagFyR0vR1wtf0nNKTuz67i7Nbns2KsSuYfPHkEoUvgPt3npl7zFfmmLD7d55Z8qLLG+dg89vw33DY9hF0fxQuWVik8OUcPP001KsHM2dC3brw0UewZIkXviZPhrjcs3kQF+dtFxHxNXOV8H7syMhIt2jRIn+XIVXE1qSt3PvFvcSuiqVN3TY8c8kzXNHpitPqbqzSDm2F+Fth+xxoeC6c/RqEdSnSod9/D1dfDdu2QWAg3H03/POfEJDjn5hxcRAdDbGxXpY9eV2kIjOzxc65SH/XIUVXnrogS0xdkOJLqWmpPPXDUzw6/1EyXAZ/G/g37j/vfj00u7hcBmyY6k2q6tKh1zPQ8Q4owh2iu3fDyJEnWrYGDvRavxrmMRdrVJQXtqKjvUH5MTEKXyLiP5UqgDnnZgOzIyMjx/i7Fqnc/rvuv9z56Z1sPLCR4Z2H8/QlT9Ombht/l1XxpGyEH/8Iu7+GJhfA2VOhdrtCDzt+HP7yF3jmGUhPh6ZNYfp0GDSo4OOiorzwNWmSdxekwpeI+Et5mgdMpNzbsH8DQ/8zlKHTh1ItsBqfX/8571/9vsJXcWWkw8/PwJyz4MAS6PsKXPBlkcJXbCw0bgxPPul1MT7yCGzfXnj4Aq+lLCbGC18xMaeOCRMR8ZVK1QImUlYOHTvEP+b/gyd/eJLqgdV54uInGHf2OKoHak6DYktaDQtugn0LoPlQ6BsDIS0LPWzVKrjmGlixwlu/7DL497+9QfdFcfKYr6gojQETEf+pVAFMY8CktDnniF0Vy71f3Mu25G3cEHEDj1/0OM1Cm/m7tIon4zisfhxWToJqodDvHWh9jTdJVwH274fbb/e6GAFat4Z334Wzzy7e18fH5w5bWWPC4uMVwETE93QXpEg+Vu5eyR1z7+DrhK/p0bQHLw55kfPOOM/fZVVM+3+CH0fDgaVwxtUQ+TwENy7wkOPHvTFeEyZAairUqOHd2ThuXO67G0VEd0FWRJWqBUykNCQeTeRvX/+NFxe+SFhwGDGXxTCm15iiPbdRcks/CismwprJUKMRnP8BtLqy0MPmzoU//tEb2wXwu9/Bv/4F9euXbbkiIr6iACaSKcNl8MbSN3jwywfZe3gvt/S+hUcueIQGIQ38XVrFtOc7+PEmSF4L7f4AvZ6C6gUP2Pr5Z7j5Zpg/31tv3x7eeQf69vVBvSIiPlSpApjGgMnpiv81ntvn3s7CXxfSr1U/Pr3+U3o16+Xvsiqm4wdh2cOw7gWodQZEfQbNBhd4yIED8PDD3rMaMzKgZk1vhvqxY72JVUVEKptKFcA0D5gU155De3joq4eY9tM0GtdqzFtXvsX1EddrFvvTtfNL+HEMHEqAjrdD98egWu18d09L87oWH3oIDh70tl17LTz3XN6TqYqIVBaVKoCJFFVaRhox8TFM+HoCB48d5O5z72bCwAnUqVHH36XlLSnJ65f79Ve45RZ/V3OqY4nw072w8TUI7QgXzYfG/Qs85PPP4bbbYONGb71TJ3jjDTjnnDKvVkTE7xTApMr5JuEb7ph7Byt2r+Cidhfx/KXP06VR0Z45WGaOHYOtW71BUD/+CMuWeclkxw4vfKWne/uZeZNh1SlHQXHbbO8Zjkd3QvgD0O2vEJT/45jWrYO77vIG2gOEhMDjj6u7UUSqFgUwqTK2JW/jvi/uY8bKGbQOa82s6FkM7zzcN92NGRneLX2bN3uvNWtg+XLYsMELWSkpeR9Xsya0aAFt2kBionfMpEnwxBNlX3Nhju6BxXfClulQ9ywY8BE0yP8u+MRE+Pvf4YUXvMsBcP318NRT3sz2IiJViQKYVHqpaak8s+AZHpn3CGkZaUwYMIEH+j9ASLWQ0vsS52DfvhMBa/Nm2LQJ1q71WrJ27vQGPOUlIMBLIK1bQ3g49OkD/fpBly4QHHxiv+TkEw8x9CfnYMu7sPgOOJ4EZ/0dwh+EfJ4KkJYGr77qPbvxwAFvW5cu8Mor0L/gXkoRkUqrUgWwMrkL8rHH4PvvoVcv7y/JevW8yYhyLuvWhaBKdSkrjTnr53DXp3exfv96rux8JU8Pfpq29dqe3slSUnIHrJNfhw7l3t/MCytZatQ4EbJ694bu3b0k0rZt0fre6tTxf8vX4e0QPxZ+/Rjq94FzpkHdbvnu/tVX3sSpq1d7lyMkBP7xD/jTn/S/jIhUbZoJvzC9e8OSJYXvFxaWdzjLa5nzfa1ahT6KRYpv4/6N/PmzPzN73Ww6NujI85c+zyXtLyn4oNRU2LIl/4C1b1/u/YOCvNexYyf61MD779qlC5x1lrfs0sULXc2bV9z/1s7Bpmmw5B7ISIWIR6DTXZDP5LTr18O998LHH3uXKC3Nu7vxySehmZ7iJFLqNBN+xaN/gxbm++/hk0/gkkvg8GGvD2X/fu+V9T6v5YoVJ9aPH8///EFBRQ9rOZf16kF1PQj6ZIePH+ax+Y/xxPdPUC2wGpMvmsyd59zpPTQ7PR22bcs/YGVNu54lKMhrdcpKEAEBuYNW8+ZesMoKWVmvBqU8cevqydCgDzTJ8cDCXXGwLx7C7y/d78rLwc2w8GZvionGA+HsVyE071bmpCR45BFvGomsS9WhA8TEwMCBZV+qiEhFoRawsuac1zVVUFjLL9AlJRV87lq1ihbWTl7WqVPpHqbnnGPm6ve459O72XrwV64LPY/JR/rTPCHHuKxffsk9DssMGjXyWi+rVfNasg4cyN3SFRjoTcd+ctDq1Alq5z+/VanaFQffRkP/WC+EnbxeVlwGrHsJlj0EGPR8AtrfDHbq7056Orz2Gvzf/8GePd6vV3AwTJzodUFWq1Z2ZYqIWsAqIgWw8iw93bt1rChh7eTl0aP5nzcg4EQrWnG7THMOCveHxMRTWq5W7VzOuMaL+V+Tw3TfCS/MgfN/ydy/cWPvLsKwsBPdhQcOePNp7d9/4rw1a3qh6uSg1b59+WhpzApdHcbC+piyD1/Ja73HCO35DppdCn2neLPa5yEuzptWYvly79fj6FG4+mrv7sYWLcquRBE5QQGs4lEXZGHGjIFvv4UmTbxB1NWqnXhVr557Pb9txd1+8rbq1aFVKzjzzNzbAwPzH1N05EjhIS3ncuNG731iYu5utpMFB59el2ndukUbaH7kCCQk5N9NmJiYvWtSDfjb4Oq80PMYdTKq8dK+c7g5vStBUWknQta6dfDTTyfOX7euF6yuvDJ32Grduny3CjaJ8sLXyknQbXzZha+MNFjzJKz4GwSFwDlvQtsb8vw927gR7rsPPvjAy6/gXcaXXoILLyyb8kREKotKFcDK5C7I7du9yTHBa0U5fvzE69ix3Os5t2dNnFnWShoE69XzWomytgcFeQEsPd17Zf08x455g9SPHvVeR454XXW//OJ1sR48WHCrG3hdn2FhXgh6/HEvIOUMVwkJ3nQNOQUHe3NgtW0L554LLVuSUS2It47+yANpc9nDYcZsrs+jHx+kYeICYIF3XLNmXrC68cYTg+C7dPGCdEUcCL8rzmv56jbeWzaJKv0QdmAZLBgNB5ZAqxEQ+SLUbHrKbsnJ8Oij8Oyz3nrW3Yz//Cf8+c/lo8FQRKS8UxdkYVJTvUH4Q4d6LWBFlZHhjTcqLLAVFOJKur00zlHWvx+BgV7rXtu2uV+NG3vfv2uXF4DXrIE1a1h0ZCN3XOpY0ArO2QovLmtB7yY9Th0IX7du2dbtS2U9Biw9FVY9CqsegxoNIPIlOGPEqbulw+uvew/N3r0bQkO9mTlGjICnn4Yz8u6hFBEfUBdkxaMAJgVLTy/dcPfDD94D/x5+GEaP9lq41q/3Atbq1dlBi19/PVFDtWrs7daOv5x/jFfrbaZxUBiPR9zNDRfdQ0BILb9dmtLmnCPlWArbU7bnfm35mO3pQWw7doxDxw6xcMxCauz7vnTugtz7I/w4GpJWQ9sbodczUKP+Kbt98403zmvpUu8mz337vLsbX3jBu0FYRPxLAaziqVRdkGUiLc0LIc55rVqFLYuyT1U+tl49b36sL7/05ibIORC+Vi3o3BkuuCC7JSutUwemJH7F/837KympKdx19p/568C/EhYc5r/fidNw6NghdhzccWq4Oul16PihU44NrR5K89DmBAUEsWrPKj5Z9wkjwkeUrPUr7TAsHw9rn4WazWHQHGg+5JTdNm/2xnnNmuU1Klav7vU2T5rkbS9Oo7CIiJygAFaY88+HBQv8XUXFZ+YNcs8KY507e31XOQfCt2yZayD8/C3zuX3utSzftZwL217I80OeJ7xRuB9/iFMdTTvKjpQ8gtXBE+93pOwgKfXUKUVqBtWkeWhzmoc2p1ezXgztODR7PevVrHYzQmuEAt4jlT5Z9wlDOw4tWdG7voYf/wgHN0L7W6Hn41At98O9U1K8Geufftr7T9KwIezdC1dc4Y39atOmZCWIiFR1CmCFiYyEH3/0pvE+6yzvb6OsMHHysqDPCluW5Fh/f39h++Qc9F6EMXW/Jv/K/V/ez39W/IdWdVrx3u/eY0SXEb55aHam4+nH2XlwZ4HBanvKdvYf2X/KsdUDq2cHqG6NuzG43WCahTY7JVyF1Qgr1s9UI6iG1/J12j9UMvx0P2yYArXPhAvjoMmgXLtkZHg9xH/5izf8rk0b796IZs287ZdddvpfLyIiJ2gMWGFOdxC+FNux9GM8u+BZJn4zkbSMNO7rdx8Pnf9QqT40Oy0jjd2Hdme3TOUXrnYf2n3KsYEWmDtI1W5+SqhqHtqc+jXr+zQsFsmvcyD+FjiyHTr9GSImetNM5DB/vjfOa8kSbzqJ3bu9QPbQQ3D//SemmhCR8kdjwCoetYAVpkYNr6tMytSnGz7lzk/vZN2+dQzrOIxnLnmGM+ufWeTjM1wGew/vLXSM1a5Du8hwuec5M4wmtZvQPLQ5Leu0pG/zvnkGq4YhDQnM59mH5VbqPlj8Z0j4N4R1hf4zoeHZuXZJSPAC1nvveQ8GaNHCeyTmb34Dzz/vTT8nIiKlq1IFsDKZB0zK1KYDm7j7s7v5aO1HdKjfgTnXzmFIhxODwZ1zHDh6oNBgtePgDtIy0k45f6OQRtkBqkfTHrnGVmW9b1K7CUEBlep/Bc8vM2HRnyB1P3SbAF3/AoEnWnEPHoTHHvNmrDeDiAhvNvvWreHDD+HyyyvmlGkiIhWBuiDFLw4dO8Tfv/k7z/34HAEWwLCOw+jRtEd292DOV2p66inH1wuul2crVc5X09pNvYdwVzVHdnrBa+v7UL83nP0a1Oue/XFGBvz7317X4o4d0Ls3rF3rzRRy333e+K+Q0uv1FREfUBdkxaMAVpjd82DnV95g5WphEBgMgTUzX5nvA6pXuaaCY+nHSE5NJjk1mZTUlOz32duOndiWeDSRHSk72HloJ3sO7mHPkT15tlbBiSkXCno1q92MmtU0IOkUzsHmf8OSu7xpJiL+Dp3vgRyte999543zWrTIuwE1NdV7pNDgwd6cXh07+q16ESkBBbCKpxL2u5SyH8dAyjpYObGAnSwzjAXnDmaFLouzbx7HFjP4ZbgMDh07lG9QyrU9NYXkY3lsy3yfV6tU3lfGcJwa8oMDg/lDjz9wfuvzswe255xyQYrp0C+w8BbY8Sk0Os9r9arTKfvjX36BBx6AGTO8OxrPP98bdN+yJcycCb/9bZX7N4SIiF8pgBXmvHfh19lQvxe4dEg/CulHMl9Hi7ZMO+QNhs7rs4xjhZaQmgHJGZDivGVyBiSnZ26jGskEkewCSXYBJGcEeNszIDkjg+T0DJLT00lOS+Ng+vE8otCpggOrU6d6LUKr16JO9VDq1KhDq1qNqNOgA3WC61G7eh0CLJCdB3fya8qvbE/Zzp7De0g8msjxjOO5zpUVvuoF16NN3TbUCKzBgl8XEHNZDKN6jjqN/yCSi8vwppX46X7AQe8XoONtYN58aocOeY/dfOIJb/chQ+D7770HEjzwAPzf/0Ht2v4rX0SkqlIAK0z9Ht6rmDJcBgePHcy3BenEtmSSjx4gOTWR5KOJJKcmkXLsIMmpKSQfO0jyscMcOynU5HYcOE4ARmhQEHUCg6gTGEidwADqBhitgoKoExBInYBq1LHq1LE0QkmjjqVTJ4DsV2iOZXU7xuGMY2w+foBNx2DZYVhyAJYeg18zg1/GSVUEAmFBgbQMDqFTSG16h9ane52GtKvdkNa1GlCjem0IDCY1w/ikQXWGVtsNG6bmaAnM0boXlMe2wJq5utIESF4PC//odZM3vQj6ToXabQBvnNc778CDD3rPk7/4Ym+819y53oMGXnzRm/tWRET8Q3+jFeL7rd8ze+1sOjfszJG0IwWOdcoZtFKOpRTp/DWDalKnRh3q1KhDaA2vtemM2s29bdVPbMv5Cq1+6raQaiHFmnsqLS2VrYkb2bxvLfEHNrLpwCbW79/Imv0b+CVlF8l5PBIHIDggiFY1a3FmrTB6hNanX1gDBoXVo0FgRh4tgHvh0FZIPgrHEsGlU8OlMQJg+bwi15rNgooW1PLaFlTQfgWcM6Ba8essaxnpsPYZ71FCATW87sZ2f8juQ/zhB2+c18KF0LOnN8h+9mxo3tzrgoyOVnejiIi/KYAVYvRHo1m7b22ubYEWeEowql+zPq3DWhcpLGWFrdDqoVQLLJu/4J1z7D60m00HNrE5cTObD2z2lomb2bh/I1uTtpJxSjvWCdUCqnFG2Bl0bdSVs1uezXmtziOiSQT1atY7vYJ2xcG30XDOW3B8P1ANFo2FXs96d+id0q2b+Uo7AhlHvWXO7Sfvl37Em+k965ic24vQzZsvCzzNUJfXfoXsm7VfQaEvcSUsGA3746HlFRD5MoQ0B2DrVq/F6z//8cZ5jRoFH33kTS1xzz3w179CqIbYiYiUCwpghfj38H8TlxDHbzr8hoYhDalTow41g2qWi5nOk1OTTwSrA5tPhK3EzSQkJnD4+OFc+9cMqklgQCBH045mhy/DOCPsDHo160X3Jt2JaBLBWU3Ool29dgRYQF5fe3qaREH/WC+EdRgL62Pg/Jkle6B0UbmM3IGtqKGuKPtlhb7s8X5Zoa9oNynkyQJzBbX9STWpVrMmoXWqw4ElUK0eq+rO4L8Lorl/gHH4MEye7L2cg9GjYelS79FBAwbASy9Bt26ldTFFRKQ0KIAVok+LPvRp0ccv330s/RhbErfk2Yq16cCmU55DGFIthIYhDQkOCqZJrSYkHk3kwNED2Z8HBwUT0STCC1mNzyKiSQRdG3eldnUfjcJuEuWFr5WToNt434Qv8AakB4Wc8uidMuUyID311Fa64oa/9CMczzjCj/FH6N8zgVCXzpqakxn0+6t5990T47y2bYPhw735u15/HRo3hrff9h5hWg7+rSAiIidRAPOjDJfB9pTtuVuxEjdlr/+a/GuuKRyqB1andVhrmoc259yW5wLehKY7D+1k84HNHD5+mF+SfiHQAuncsDPntDwnO3BFNImgRWgL/7bc7YrzWr66jfeWTaJ8F8J8zQK8LsWgks9X1gQIrgedr0nlqXs+4Z67h/L3v8PDD8OCBd4Yr+uvh1dfhf37Ydw4+PvfISys5D+GiIiUDU3EWoayHqOTq3swRytWQmICx9JPjE8yjOahzWlbry3t6rWjVZ1WVA+sztG0o+w7vI9NiZtYsWsFuw7tyj6mae2mXsBqfCJodW7YmRpB5ezB4VljwPrHeqHr5HUp1IQJMGkSnHUWrFgBTZvCrbfCp596Qey887zuxu7dCz+XiFQumoi14qlUASzHsyDHrF+/3iffefj4YRISE/JtxUpOTc61f/2a9Wlbty1t67X1lpmvmtVqcuDIAdbsXcPy3ctZvms5a/euJd2lA173YddGXXN1IZ7V5Cwa12rsk5+zxFZPhgZ9coetXXGwLx7C7/dfXeXUoUPeA7ETErzXvHnwwQeQluZNMXHVVVC/vtfq1aCBN8/XDTdAQCkO2xORikMBrOKpVAEsS2m2gKVlpLEtedspg9yzAtbOgztz7V8zqCZt6rbxWrHqtjsRtDKXgQGBrNy9kuW7lrNi14rssJV4NDH7HG3qtskeo5X1al+/feV8YHQVdfBg7oCVkJB7fc+eU4+pVw8OHPAeG/TFF962227zWsXqnebNqSJSOSiAVTwKYIXo/UpvluxYkr0eYAGcEXbGidarzGDVrp4XtprUaoKZkeEy2Lh/Iyt2r2D5ruXZr40HNmafK7R6KGc1OStX92G3xt0IC9bgnYouJeXUgJUzaO3dm3v/GjWgTRto3dpbtmkDZ5zhBauPPoIzz/TGdE2c6E2s2rmzF8See863P5eIlE8KYBWPmlQKcWbQ+SzhJ27tMp4/Rv6ebq1aUaNa7nma9h/Zz4pdK3hv1Xte0Nq9nJW7V2ZPAxFgAXSo34FezXoxqseo7C7E1nVbl+5UD+IzycmntlrlfO3PfYMqwcEngtVZZ3ndh7VqQfXq3tQRhw7B7t2wcyfEx8Mnn8CuXZCefup333qrN9ZL3Y0iIhWXWsAK0aFLKhvsE1g3FFwA1mgttdotp1rL5bjGyzkatoKj1bdl7187oAFtQ7rTqe5ZdG8aQZ8zIjjnzHDCQnw4BYKUWFJS/t2DCQleV2BONWt6M803auS1VAUHewEpIwOOHPH237XLC1jH8pgXNijIG1TfpIm3zPk+a1m/vjf4/re/9VrMRESyqAWs4lEAK8SD7z3LR2te4WBgIDvS1pKO91zGAFeNkENdqLY/gowdERxOiOD41gg42BQ4daqHsDBvsHSDBtCwYcHvs5bBwaXyI0geEhPz7hrMep+YmHv/GjW8AFS7ttdqBXD8uDeW68ABL2SdLCDAC2QnB6q83terpxYtETl9CmAVj7ogCzFn+zP87H6hZ522XNfl7uyxWh0bdKR6YPVc+x4+DPv2eeN79u3L/T7ntt27Yc0a731KAY+MDAkpPKydHNxq1dLEm87lHbASEmDzZi9oJee+OZVq1bxWrKAg7/jgYDh69MTnqanew6zBu9ZNm0KrVqe2UuV837AhBAb64icWEZGKRgGsEN/+cRFfLJ7M0LPHU6NGnQL3DQnxXq1aFf38qaneeKH8wlrO9wkJ3vLk7q+cqlcvXitbgwZe61xFan1xzrtmWa1WmzbBzz/Dhg3e+s6ducMTeD+fWd5jqsALX82aFdxK1bSpN8N8tXL4fG4REalY1AVZAaWleSGsoLB28vv9+/MPH4GBXvdaUYJb1vt69bzWorLgnFfzsmXemKe1a72Wq23bvNbDxETvGhSmenUvMDVrBi1bnghTeYUrdfeKSEWmLsiKRy1gFVBQkDe2qFGjoh+TkeENLC9KWNu0CRYu9NbzGjCepV69oneP1qvntQ6mpXlhcN06WLkS1q+HX37xplbI6pJNTfVCWF4CArzz1K/vBaeWLb0pGtq0OTVg1fbRIy5FRESKSwGsiggI8EJQvXrQvv2pnzvnddsdOpT7tXev16W3e7f3fu9er/UtMdEbR5WS4gWotWu9448d88JecZl5rVBZNys0a+bNidWxI3Tt6tXctKn3eVUf4yYiIhWfAlgF4ZwXbnKGo8OHS2/98OH8W53yExzsDfqvVQvq1vVapmrV8rZXq+YFpaywlJ7utX6tWQNbt3rPKxw9GiIivFf9+qV+yURERMotBbBCpKZ6k2IOHVr43EvHj5dtQMpvDFd+qlc/EZCywlGtWl4rWMuWubedvE9h6yEhpzdwPznZe3TO+PFQp+B7GkRERCotBbBCjBkD//439OvnDeguKDAVZWB4TkFBeYeb0FBvDNPphqOs9bIaJF8Sdep4D44WERGpysrhX9Hly7Jl3nL9em+8U1a4adCg6GEov32qVy/4u0VERKRyUgArxMKFRe+CFBERESmKcj/9ppm1M7PXzGymP76/Rg0YMULhS0REREpPmQYwM5tmZrvNbOVJ2y81s7VmtsHMHizoHM65Tc65m8qyThERERFfKusuyDeAF4G3sjaYWSDwEnAxsA2IN7OPgUDgsZOOH+2c213GNYqIiIj4VJkGMOfcPDNrc9LmvsAG59wmADObAVzhnHsMGFqW9YiIiIiUB/4YA9YC2JpjfVvmtjyZWQMz+xfQ08weKmC/m81skZkt2rNnT+lVKyIiIlLK/HEXZF4Pksl3Dnbn3D7g1sJO6px7BXgFvIdxn3Z1IiIiImXMHy1g24BWOdZbAtv9UIeIiIiIX/gjgMUDHcysrZlVB0YCH5fGic1smJm9kpSUVBqnExERESkTZT0NxXTgB6CTmW0zs5ucc2nA7cBnwBog1jm3qjS+zzk32zl3c1hYWGmcTkRERKRMlPVdkNfks30OMKcsv1tERESkvCr3M+GLiIiIVDaVKoBpDJiIiIhUBJUqgGkMmIiIiFQE5lzlmzLLzPYAW/L4KAw4uXmsKNtOXm8I7C1hmQXJq6bSPK6w/fL7vKjbK/v1K2zf4n6m38Gif67rV7T9yvp3sKyvX341leZxle13sLVzrlEpnk/KmnOuyryAV05nWx7ri3xdZ2keV9h++X1e1O2V/foVtm9xP9PvYMl+B3X9fP87WNbXrzxfw4ryO6hX+X9Vqi7IIph9mtvy2qcsne73FfW4wvbL7/Oibq/s16+wfYv7mX4Hi/65rl/R9tPvYMn3q+i/g1LOVcouyLJmZoucc5H+rqOi0vUrOV3DktH1Kxldv5LTNZSq1gJWWl7xdwEVnK5fyekaloyuX8no+pWcrmEVpxYwERERER9TC5iIiIiIjymAiYiIiPiYApiIiIiIjymAlZCZtTOz18xspr9rqajM7Eozm2pmH5nZYH/XU9GYWRcz+5eZzTSzsf6up6Iys1pmttjMhvq7lorGzAaZ2fzM38NB/q6nojGzADN71MxeMLPf+7se8Q0FsDyY2TQz221mK0/afqmZrTWzDWb2IIBzbpNz7ib/VFp+FfMafuicGwOMAq72Q7nlTjGv3xrn3K1ANKDb2jMV5xpmegCI9W2V5Vcxr58DDgLBwDZf11oeFfP6XQG0AI6j61dlKIDl7Q3g0pwbzCwQeAkYAoQD15hZuO9LqzDeoPjX8P8yP5diXj8zuxz4FvjKt2WWa29QxGtoZhcBq4Fdvi6yHHuDov8OznfODcELsX/3cZ3l1RsU/fp1An5wzt0NqBW7ilAAy4Nzbh6w/6TNfYENmS1ex4AZeP9qkTwU5xqa53FgrnNuia9rLY+K+zvonPvYOdcPuM63lZZfxbyGUcA5wLXAGDOr8n82Fuf6OecyMj8/ANTwYZnlVjF//7bhXTuAdN9VKf4U5O8CKpAWwNYc69uAs82sAfAo0NPMHnLOPeaX6iqGPK8hcAdwERBmZu2dc//yR3EVQH6/g4OA3+L9xTfH92VVKHleQ+fc7QBmNgrYmyNQSG75/Q7+FrgEqAu86Ie6Kor8/gx8DnjBzM4H5vmjMPE9BbCiszy2OefcPuBWXxdTQeV3DZ8Hnvd1MRVQftfva+Br35ZSYeV5DbPfOPeG70qpkPL7HXwfeN/XxVRA+V2/w4DGElcxVb6ZvRi2Aa1yrLcEtvuplopK17BkdP1KTtewZHT9SkbXT7IpgBVdPNDBzNqaWXVgJPCxn2uqaHQNS0bXr+R0DUtG169kdP0kmwJYHsxsOvAD0MnMtpnZTc65NOB24DNgDRDrnFvlzzrLM13DktH1Kzldw5LR9SsZXT8pjB7GLSIiIuJjagETERER8TEFMBEREREfUwATERER8TEFMBEREREfUwATERER8TEFMBEREREfUwATqcTM7Gszi/TB94wzszVm9k4R929jZivLuq58vruumd3mj+8WEcmiACYieTKz4jwr9jbgN86568qqnlJUF69eERG/UQAT8bPM1qA1ZjbVzFaZ2edmVjPzs+wWLDNraGYJme9HmdmHZjbbzDab2e1mdreZ/WRmC8ysfo6vuN7MvjezlWbWN/P4WmY2zcziM4+5Isd53zOz2cDnedR6d+Z5VprZXZnb/gW0Az42sz+ftH+gmT2R+T3LzeyWPM6Z5z5mNsjMvjGzWDNbZ2b/NLPrzGyhma0wszMz92tkZrMyj483s/Myt/8t82f82sw2mdm4zK/8J3CmmS3N/N5mZjYvc32lmZ1/ev8lRUSKrjj/whWRstMBuMY5N8bMYoERwNuFHNMN6AkEAxuAB5xzPc3sGeBG4NnM/Wo55/qZ2QBgWuZxDwP/c86NNrO6wEIz+zJz/3OBCOfc/pxfZma9gT8AZwMG/Ghm3zjnbjWzS4Eo59zek2q8CUhyzvUxsxrAd2b2OeCKsA9Ad6ALsB/YBLzqnOtrZncCdwB3Ac8BzzjnvjWzM/Ae89Il8/jOQBQQCqw1sxjgQaCbc65H5s91D/CZc+5RMwsEQgq57iIiJaYAJlI+bHbOLc18vxhoU4Rj4pxzKUCKmSUBszO3rwAicuw3HcA5N8/M6mQGrsHA5WZ2b+Y+wcAZme+/ODl8ZeoPfOCcOwRgZu8D5wM/FVDjYCDCzK7KXA/DC5vrirDPMSDeObcj8/s2cqJVbgVesAK4CAg3s6zz1TGz0Mz3/3XOpQKpZrYbaJJHjfHANDOrBnyY47+DiEiZUQATKR9Sc7xPB2pmvk/jxFCB4AKOycixnkHu/7dPfuCrw2vBGuGcW5vzAzM7GziUT42Wz/aCGHCHc+6zk76nTRH2GUTRfsYA4Fzn3JGTjodTr+spf+ZlBtMBwGXAv83sCefcW0X42URETpvGgImUbwlA78z3VxWwX0GuBjCz/nhdfUl43XR3WGZKMbOeRTjPPOBKMwsxs1rAcGB+Icd8BozNbF3CzDpmHlvcfQryOXB71oqZ9Shk/xS8Lsms/VsDu51zU4HXgF7F+G4RkdOiFjCR8u1JINbMbgD+d5rnOGBm3wN1gNGZ2ybhjRFbnhnCEoChBZ3EObfEzN4AFmZuetU5V1D3I8CreN2pSzK/Zw9w5WnsU5BxwEtmthzvz7R5wK0F/Bz7zOw786bBmAusBO4zs+PAQbzxcyIiZcqcO7l3QkRERETKkrogRURERHxMAUxERETExxTARERERHxMAUxERETExxTARERERHxMAUxERETExxTARERERHxMAUxERETEx/4fU6JmCzMl7gQAAAAASUVORK5CYII=\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAmAAAAGHCAYAAAAXwu53AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAButklEQVR4nO3dd3xUVf7/8dcnFRJ6kY70EpAaUBSVWFhQUBSM2BFFxcKqqy6uP9y1rSv6tSsiCljRKPbeomAPIL0ISBCkt4QQ0s/vjzuBBBKSQGYmCe/n4zGPmblz753PXFl47znnnmPOOUREREQkcEKCXYCIiIjI0UYBTERERCTAFMBEREREAkwBTERERCTAFMBEREREAkwBTERERCTAFMBEKjAzO9nMVgS7jorIzJLN7Ixg1yEicjgUwEQqiKIChXNutnOuY5DqGWVmuWaWZmapZjbfzIYU+LyWmT1uZn/69lnle9+gwD4jzewXM9tjZlt8r683M/N93tzMZprZNjNLMbNFZjYqCD9XRCSgFMBE5CBmFuZ7+ZNzrgZQB3gRSDCzemYWAXwNdAEGAbWAE4HtQF/fOf4BPAE8DDQGGgHXAScBEb7zvwKsA44F6gOXA5v9/POKVeB3i4j4lQKYSAVmZgPMbH2B98lmdpuZLfS1GL1pZtUKfD7E11K1y8x+NLNuBT4bb2arzWy3mS01s/MKfDbKzH4ws8fMbAfwn4J1OOfygKlAdaANXlBqCZznnFvqnMtzzm1xzt3nnPvEzGoD9wLXO+feds7tdp7fnHOXOOcyfafuA0x3zu1xzuX4Pv+0QF3nmNkS3+/51sw6F3GNmprZXjOrV2BbT1+rWrjv/WgzW2ZmO83sczM7tsC+zsxuMLOVwMoy/QcSETlMCmAilU88XqtTa6AbMArAzHrhhaRr8VqTJgMfmFmk77jVwMlAbeAe4FUza1LgvMcDfwDHAA8U/EJfy9DVQBpeSDkD+Mw5l1ZMjf2ASOD9En7Lz8Azvq7Klgd8ZwdgBnAz0BD4BPjQ1/q2j3NuA/ATMLzA5ouBt51z2WY2DPgXcL7vPLN95y1oGN7vjymhXhGRcqEAJlL5POmc2+Cc2wF8CPTwbR8DTHbO/eKcy3XOvQRkAicAOOfe8h2X55x7Ey9I9S1w3g3Ouad8LVF7fdtOMLNdwCbgIrwWrxS8gLfxEDU2ALY553LyN/ha5Hb5WqtO8W2+AC8QTQDW+Frv+vg+uxD42Dn3pXMuG3gErwXuxCK+73VfffjGl430bQMvkD7onFvmq+e/QI+CrWC+z3cU+N0iIn6lACZS+Wwq8DodqOF7fSzwD1/I2eULTi2ApgBmdnmB7sldQFe8oJRvXRHf9bNzro5zroFz7gTn3Fe+7duBJkXsT4HPGxQcU+WcO9E5V8f3WYhv207n3HjnXBe8MWLzgfd8IaopsLbA8Xm+GpsV8X1vA/3MrClwCuDwgl3+dXmiwO/eAdgB5ynqt4uI+I0CmEjVsQ54wBeY8h9RzrkZvtaeKcCNQH1fEFqMF0TyuTJ811fA38wsupjPf8JrfTu3tCd0zm3Da+VqCtQDNuCFJ2Bfy1YL4K8ijt0FfIHXPXsxMMM5l/971gHXHnBdqjvnfix4itLWKSJSHhTARCqWcDOrlv8AynJX3hTgOjM73jzRZna2mdUEovFCxlYAM7sSrwXscOXfvTjTzDqZWYiZ1Tezf5nZWb5AdA/wrJmNMLMavn16+GrBV8dDZtbVzMJ8dY4FVjnntgMJwNlmdrpvMP0/8ELdjxTtdbybA4azv/sR4DngTjPr4vvO2mZ2wRH8dhGRI6YAJlKxfALsLfD4T2kPdM7NwRsH9jSwE1iFb4C+c24p8H94LVObgeOAHw63SN9djGcAy4EvgVTgV7wuzV98+0wEbgXuALb4vncy8E/2h6go4F1gF94NAMcC5/iOXwFcCjwFbAOGAkOdc1nFlPUB0B7Y7JxbUKDWd4GHgDfMLBWv5W/w4f52EZHyYPtb6UVEREQkENQCJiIiIhJgCmAiIiIiAaYAJiIiIhJgCmAiIiIiAaYAJiIiIhJgZZljqMIzs6HA0Jo1a47p0KFDsMsREREJiLlz525zzjUMdh1SelVyGorY2Fg3Z86cYJchIiISEGY21zkXG+w6pPTUBSkiIiISYApgIiIiIgGmACYiIiISYFVqEL6IiIh45s6de0xYWNgLQFfU4BJoecDinJycq3v37r2lqB0UwERERKqgsLCwFxo3bty5YcOGO0NCQqreHXcVWF5enm3dujVm06ZNLwDnFLWPErGIiEjV1LVhw4apCl+BFxIS4ho2bJiC1/pY9D4BrEdEREQCJ0ThK3h8177YnKUAJqWWnJxM167FhnkREREpJQWwo0Rubm6wSxAREalUcnJy/HZuBbAAevnll+nWrRvdu3fnsssuY+3atZx++ul069aN008/nT///BOAUaNGMW7cOE488UTatGnD22+/DcCFF17IJ598su98o0aNYubMmeTm5nL77bfTp08funXrxuTJkwH49ttviYuL4+KLL+a4444jLy+P66+/ni5dujBkyBDOOuusfeeeO3cup556Kr179+Zvf/sbGzdu3Le9e/fu9OvXj2eeeSaQl0tERCq5FStWRLRp06bLyJEjj23Xrl2Xk046qX1aWpr9+OOP1bt3796pQ4cOMWeeeWbbrVu3hhZ1fFRUVM8xY8Y0j4mJ6dyvX78OGzZsCFuyZElkTExM5/x9Fi1aFNmlS5fOANdff32ztm3bdunQoUPMNddc0xxg+PDhrS6++OKWvXv37tiqVauuM2bMqJ1fW+/evTvGxMR0jomJ6fzll19GA3z00Uc1jz/++A5Dhw5t3bFjxy6pqakhAwYMaNexY8eY9u3bd5kyZUpdgNmzZ0f16dOnY5cuXTr379+//dq1a8PLcm2Oyrsgb775ZubPn1/ifnl5eWzfvp369esTEnLorNqjRw8ef/zxYj9fsmQJDzzwAD/88AMNGjRgx44dXHHFFVx++eVcccUVTJ06lXHjxvHee+8BsHHjRr7//nuWL1/OOeecw4gRIxg5ciRvvvkmZ511FllZWXz99ddMmjSJF198kdq1a5OUlERmZiYnnXQSAwcOBODXX39l8eLFtG7dmrfffpvk5GQWLVrEli1b6Ny5M6NHjyY7O5ubbrqJ999/n4YNG/Lmm29y1113MXXqVK688kqeeuopTj31VG6//fbSXmIRETnQxInQpw/Exe3flpgISUlwxx3+/e7Ro1uweHFUuZ6za9d0pk5dV9Juf/75Z7VXX331jxNPPHHtWWed1ebll1+u+/jjjzd+7LHH/jz77LPTbr755qb//Oc/m04t4lx79+4N6dWrV/qUKVPW33bbbU3Gjx/f9OWXX/6zZs2auT/++GP1E088ce/kyZMbXHzxxds3b94c+sknn9T9448/FoeEhLBt27Z9oW7dunWRv/7664qlS5dGnnHGGR3PPffcRU2bNs2ZPXv271FRUW7RokWRF110UZvFixcvA1i4cGH0b7/9tqRTp05Z06dPr9O4cePsb7/9dhXA9u3bQzMzM23cuHEtP/7441VNmzbNmTJlSt3bbrut2VtvvZVc2stXpVrAzGyomT2fkpJSLufbvn07S5cuZfv27Ud8rm+++YYRI0bQoEEDAOrVq8dPP/3ExRdfDMBll13G999/v2//YcOGERISQkxMDJs3bwZg8ODBfPPNN2RmZvLpp59yyimnUL16db744gtefvllevTowfHHH8/27dtZuXIlAH379qV169YAfP/991xwwQWEhITQuHFj4nx/CaxYsYLFixdz5pln0qNHD+6//37Wr19PSkoKu3bt4tRTT91Xo4iIHKY+fSA+3gtd4D3Hx3vbq7BmzZplnnjiiXsBevbsmb569erI3bt3h5599tlpAGPGjNn+888/1yjq2JCQEK6++uodAKNHj97+66+/1gAYNWrUtilTpjTIycnh/fffr3vVVVdtr1evXm5kZGTeyJEjj33ppZfq1KhRIy//PMOHD98RGhrKcccdl9miRYvM+fPnV8vKyrKLL764VYcOHWIuuOCCtqtXr66Wv3+3bt32dOrUKQugV69ee2fPnl1r7NixzT777LMa9evXz124cGHkypUrq5922mkdOnXqFPPwww832bBhw9HbAuac+xD4MDY2dsyh9jtUS1VBmZmZfPTRRwwZMoTIyMgjrQ0zO+Q+BT8v+H35C6ZXq1aNAQMG8Pnnn/Pmm29y0UUX7fv8qaee4m9/+1uh83377bdER0cfdJ6iauvSpQs//fRToe27du0qsWYRESmluDhISPBC19ixMGmS975gi5i/lKKlyl8iIiL2/eMTGhrqdu3aVWRQycnJoWvXrjEAgwYN2vX4449vOHCf/H+Trrjiip0PPfRQ0zfeeGP3cccdl964ceNcgPnz5y/74IMPar3xxht1J02adMzPP//8e8HjCp7ngQceaHTMMcdkz5w5c01eXh7Vq1fvnf95VFTUvvDWrVu3zHnz5i2dOXNm7bvuuqvZV199lRofH7+rXbt2e+fPn7/8cK9LlWoBK2+RkZEMHz78iMMXwOmnn05CQsK+1rQdO3Zw4okn8sYbbwDw2muv0b9//xLPM3LkSKZNm8bs2bP3Ba6//e1vTJo0iezsbAB+//139uzZc9Cx/fv3Z+bMmeTl5bF582a+/fZbADp27MjWrVv3BbDs7GyWLFlCnTp1qF279r6Wuddee+3ILoKIyNEuLs4LX/fd5z0HInxVMLVr186tVatW7meffVYD4MUXX6zfr1+/tLCwMJYvX750+fLlS/PDV15eHtOmTasLMH369Pp9+/bdDRAVFeVOPfXUlFtvvbXlqFGjtgGkpKSE7NixI/TCCy9Mee6559YtW7ZsX5frO++8Uzc3N5clS5ZErlu3LrJ79+4ZKSkpoU2aNMkODQ3l2WefrV/czWrJycnhNWvWzLv++ut33HzzzZvnz58f1a1bt4wdO3aEffXVV9EAmZmZNmfOnGpFnqAYVaoFrCLr0qULd911F6eeeiqhoaH07NmTJ598ktGjR/Pwww/TsGFDpk2bVuJ5Bg4cyOWXX84555xDREQEAFdffTXJycn06tUL5xwNGzbcN5asoOHDh/P111/TtWtXOnTowPHHH0/t2rWJiIjg7bffZty4caSkpJCTk8PNN99Mly5dmDZtGqNHjyYqKuqgFjYRESmjxESv5WvCBO85Lu6oDGHTpk1bM3bs2GPHjRsX0rJly8wZM2YkF7Vf9erV85YsWVK9S5cujWvWrJn7zjvv/JH/2eWXX77j008/rXv++eenAuzatSt0yJAh7TIzMw3g/vvv39fq165du8y+fft23L59e/jjjz++Nioqyt18881bhg8f3va9996r279//93Vq1fPO7gCmDt3bvU777yzeUhICGFhYe7ZZ59dW61aNffGG2+sHjduXMvdu3eH5ubm2tixYzfHxsZmlPYaWHHdUpVZbGysmzNnTrDLqJDS0tKoUaMG27dvp2/fvvzwww80btw42GWJiFR9+WO+8rsdD3x/BMxsrnMutuC2BQsWJHfv3n3bEZ04yKKionqmp6f/VtRnd999d6OUlJTQJ5544qCuyoKGDx/easiQISlXXnnlTv9UWbwFCxY06N69e6uiPlML2FFmyJAh7Nq1i6ysLCZMmKDwJSISKElJhcNW/piwpKSjshXsSJx55plt165dG/ndd9/9HuxaDpdawERERCq5qtoCVtkdqgVMg/BFREREAkwBTERERCTAFMBEREREAkwBTERERCTAFMAqsOnTp7NhwyHvrq30BgwYgG6YEBERgCeffLJ+cnJymZb0qawUwIowceJEEvPX6vJJTExk4sSJAa2jogew4mYNFhERORyvvvpqgz///FMB7GjVp08f4uPj94WwxMRE4uPj6XMEC6YmJyfTuXNnxowZQ5cuXRg4cCB79+4FYP78+Zxwwgl069aN8847j507d/L2228zZ84cLrnkEnr06LFv33yrVq3ijDPOoHv37vTq1YvVq1fjnOP222+na9euHHfccbz55puAtybkgAEDGDFiBJ06deKSSy7BOcenn35KfHz8vnN+++23DB06FIAvvviCfv360atXLy644ALS0tIAaNWqFffeey/9+/fnrbfe4pNPPqFTp07079+fcePGMWTIEAD27NnD6NGj6dOnDz179uT9998HYO/evYwcOZJu3bpx4YUXHvS7RESk6lixYkVE69atu5x//vmtOnToEDNo0KA2u3fvDpk9e3ZUnz59Onbp0qVz//79269duzZ82rRpdRcvXhx1+eWXt+nUqVNMWlqaXX/99c3atm3bpUOHDjHXXHNNc4B169aFnXnmmW07duwY07Fjx5gvv/wyuqQ6KiJNxFqEuLg4EhISiI+PZ+zYsUyaNImEhATijnCivJUrVzJjxgymTJlCfHw8M2fO5NJLL+Xyyy/nqaee4tRTT+Xuu+/mnnvu4fHHH+fpp5/mkUceITY29qBzXXLJJYwfP57zzjuPjIwM8vLyeOedd5g/fz4LFixg27Zt9OnTh1NOOQWA3377jSVLltC0aVNOOukkfvjhB84880yuvfZa9uzZQ3R0NG+++SYXXngh27Zt4/777+err74iOjqahx56iEcffZS7774b8BYF//7778nIyKB9+/bMmjWL1q1b71scHOCBBx7gtNNOY+rUqezatYu+fftyxhlnMHnyZKKioli4cCELFy6kV69eR3RNRUSkZKNH02LxYqJK3rP0unYlfepUSlzkOzk5udrkyZOTBw4cuOeCCy5oNXHixIYfffRR3Y8//nhV06ZNc6ZMmVL3tttua/bWW28lT5o06ZhHHnlk3SmnnJK+efPm0E8++aTuH3/8sTgkJIRt27aFAlx33XUtTz755N1333336pycHFJSUkLL83cFilrAihEXF8fYsWO57777GDt27BGHL4DWrVvTo0cPAHr37k1ycjIpKSns2rWLU089FYArrriCWbNmHfI8u3fv5q+//uK8884DvEAUFRXF999/z0UXXURoaCiNGjXi1FNPJSkpCYC+ffvSvHlzQkJC6NGjB8nJyYSFhTFo0CA+/PBDcnJy+Pjjjzn33HP5+eefWbp0KSeddBI9evTgpZdeYu3atfu+/8ILLwRg+fLltGnThtatWwMUCmBffPEF//vf/+jRowcDBgwgIyODP//8k1mzZnHppZcC0K1bN7p163bE11VERCquxo0bZw0cOHAPwGWXXbb966+/rr1y5crqp512WodOnTrFPPzww002bNhwULdjvXr1ciMjI/NGjhx57EsvvVSnRo0aeQA//vhjzdtvv30rQFhYGPXr16+U42HUAlaMxMREJk2axIQJE5g0aRJxcXFHHMIiIyP3vQ4NDT3s7rfiVi841KoGB353Tk4O4IWpZ555hnr16tGnTx9q1qyJc44zzzyTGTNmFHmu6OjoEr/POcfMmTPp2LHjQZ+ZWbHHiYhI+StNS5W/HPh3fnR0dG67du32zp8/f/mhjgsPD2f+/PnLPvjgg1pvvPFG3UmTJh3z888/V9qlhw5U4VvAzKyzmT1nZm+b2dhAfGf+mK+EhATuvffefd2RBw7MLw+1a9embt26zJ49G4BXXnllX2tYzZo12b1790HH1KpVi+bNm/Pee+8BkJmZSXp6Oqeccgpvvvkmubm5bN26lVmzZtG3b99Dfv+AAQOYN28eU6ZM2deydcIJJ/DDDz+watUqANLT0/n994P/zHfq1Ik//viD5ORkgH1jzgD+9re/8dRTT+0Lab/95q2lesopp/Daa68BsHjxYhYuXFiq6yQiIpXTxo0bI7766qtogNdff71e37599+zYsSMsf1tmZqbNmTOnGkCNGjVy87sUU1JSQnbs2BF64YUXpjz33HPrli1bFgVw0kkn7X744YcbAuTk5LBjx44Kn2WKEpSizWyqmW0xs8UHbB9kZivMbJWZjQdwzi1zzl0HxAMHD4byg6SkpEJjvvLHhOV355W3l156idtvv51u3boxf/78fWOtRo0axXXXXVfkIPxXXnmFJ598km7dunHiiSeyadMmzjvvPLp160b37t057bTTmDhxYomLbYeGhjJkyBA+/fTTfQPoGzZsyPTp07nooovo1q0bJ5xwAsuXH/x/VKpXr86zzz7LoEGD6N+/P40aNaJ27doATJgwgezsbLp160bXrl2ZMGECAGPHjiUtLY1u3boxceLEEgOiiEiVMXEiHPh/5BMTve1VWJs2bTKmTp1av0OHDjE7d+4MGz9+/JY33nhj9fjx45t37NgxpkuXLjHfffddDYDLL79820033XRsp06dYnbt2hU6aNCg9h06dIg5+eSTO95///3rACZNmvTnd999V7NDhw4xXbt2jZk3b1714P7CwxOUxbjN7BQgDXjZOdfVty0U+B04E1gPJAEXOeeWmtk5wHjgaefc6yWdX4txB05aWho1atTAOccNN9xA+/btueWWW4JdlohIxZOYCPHxkJAAcXEHvz8CFXUx7hUrVkQMGTKk/cqVK5cEs45gqXCLcTvnZgE7DtjcF1jlnPvDOZcFvAGc69v/A+fcicAlga1USjJlyhR69OhBly5dSElJ4dprrw12SSIiFVNcnBe24uPh7rvLLXxJ5VSR+k2bQaFBguuBZmY2wMyeNLPJwCfFHWxm15jZHDObs3XrVn/XKj633HIL8+fPZ+nSpbz22mtERZXrXc4iIlVHflfj2LFw333ec8HtVVDHjh2zjtbWr5JUpLsgi7o1zjnnvgW+Lelg59zzwPPgdUGWa2UiIiJHaGLj1fS56V7i1oXChAnwxBMkvvMoSXdcwh3BLk4CriK1gK0HWhR43xyouOvwiIiIlEGfmh2JPzudxBbetFWJLXKJPzudPjUPnq5Hqr6KFMCSgPZm1trMIoCRwAdlOYGZDTWz51NSUvxSoIiIyOGKW5lDwgmPED/Ccff39xE/wpFwwiPErcwJdmkSBMGahmIG8BPQ0czWm9lVzrkc4Ebgc2AZkOCcK1O/sXPuQ+fcNflTIYiIiFQYd9xBXJ2ejE1y3HcqjE1yxNXpCXeoA/JoFKy7IC9yzjVxzoU755o75170bf/EOdfBOdfWOfdAMGoTERHxi8REEm8ZxqSTIphwygQmnRRB4i3DDp4b7Cg0a9asqFGjRrUoec+qoyJ1QYqISAU18YeJJK4pHBQS1yQy8YeqewdfeUtcMJ74C3JJuOhd7o27l4SL3iX+glwSF4wPdmlBd8opp6RPnz49aMslBUOVCmAaAyYi4h99mvYh/u34fSEscU0i8W/H06dpnyBXVnkkdepBQvNQ4nyz9cRFQULzUJI69QhqXf6UmpoaMmDAgHYdO3aMad++fZcpU6bU/e6776J69uzZqWPHjjHHHXdc5507d4Z89NFHNePi4toB3HrrrU2HDRvW+oQTTuhw7LHHdv2///u/BgDDhg1r/eqrr9bJP/c555zT+rXXXqu0Y44q0jQUR8w59yHwYWxs7Jhg1yIiUpXEtY4jYUQC8W/HMzZ2LJPmTCJhRAJxrTWJaGndMWgybB4J38dD+7GwchJxg94jrpH/r+Ho90e3WLxlcblO1Nj1mK7pU8+deshWq3feeadW48aNs7/99ttVANu3bw/t3r17zGuvvbb61FNPTd+xY0dIjRo18g48btmyZdXnzp27bPfu3aE9e/aMGT58eMqYMWO2PvbYY40uvfTSXdu3bw+dO3dujZkzZ64pz98USFWqBUxERPwnrnUcY2PHct+s+xgbO1bh63A0ivPC1+L7vOcAhK9g6tWr197Zs2fXGjt2bLPPPvusxurVqyOOOeaY7FNPPTUdoF69ennh4eEHHTd48OBdNWrUcE2aNMnp169f6uzZs6PPPvvstLVr11b766+/wl588cV6Z5999s6ijq0sqlQLmIiI+E/imkQmzZnkDSCfM4m4VnEKYWW1ORFWToKuE7znRnEBCWEltVT5S7du3TLnzZu3dObMmbXvuuuuZnFxcalmVuJk6WZW5Pv4+PjtL7zwQr2ZM2fWmzp1arJfig6QKtUCpjFgIiL+kT/mK2FEgjeA3NcdeeDAfDmEzYle92P/BOh2r/f8fby3vYpKTk4Or1mzZt7111+/4+abb96clJQUvXnz5ojvvvsuCmDnzp0h2dnZBx336aef1klPT7dNmzaF/vzzzzX79++/B+C6667bNnny5EYAsbGxGQH9MeWsSrWAaQyYiIh/JG1IKjTmK39MWNKGJLWCldb2JC905bd4NYrz3m9PqrJdkXPnzq1+5513Ng8JCSEsLMw9++yza51zjBs3rmVGRkZItWrV8mbNmvX7gcf17Nlzz+mnn95+w4YNEbfddtvGVq1aZQO0aNEip23bthlDhw7dFfAfU87Muaq3bGJsbKybM2dOsMsQEREJCDOb65yLLbhtwYIFyd27d98WrJoO16233tq0Ro0auffee+/mAz/bvXt3SExMTMz8+fOX1a9fPzcY9ZXFggULGnTv3r1VUZ9VqS5IERERqZree++9mh06dOgyZsyYLZUhfJWkSnVBioiISOX26KOPbihq+7Bhw3YPGzZsUaDr8Zcq1QKmQfgiIiJSGVSpAKbFuEVERKQyqFIBTEREpMJaOvHgKSc2J3rb5aijACYiIhII9fsUnvcrf16w+lpP82ikQfgiIiKBkD/vV4G1IAvNCyZHFbWAiYiIBMpRthZksBU1y35FUaUCmO6CFBGRCu3AtSCr8DJEACtWrIho3bp1l/PPP79Vhw4dYgYNGtTmjTfeqH3mmWe2zd/n3XffrTVw4MC2OTk5DB8+vFX79u27dOjQIeaee+45BqBv374dR48e3aJnz56d2rdv3yUxMTEKIDExMapnz56dOnfuHNOzZ89OCxYsiAR48skn6w8ePLjNaaed1u7kk0/usHbt2vDY2NiOnTp1imnfvn2Xzz77rAbAO++8U6tHjx6dYmJiOg8ePLhNSkpKQDNRleqC1FJEIiJSYRVcCzJ/Ee6C7/3p59Et2LU4qlzPWadrOieUvMh3cnJytcmTJycPHDhwzwUXXNBqyZIl1VatWlVtw4YNYU2bNs2ZOnVq/VGjRm376aefojZu3Bi+cuXKJQDbtm0LzT9Henp6yG+//bb8008/rXHNNde0Xrly5ZLu3btn/Prrr8vDw8N57733at5xxx3NP//889UA8+bNq7Fw4cIljRo1yv33v//d6PTTT0956KGHNuXk5LB79+6QjRs3hv33v/9tMmvWrN9r1aqVd9dddzW+7777Gj3yyCMby/UaHUKVCmAiIiIV1lG4FiRA48aNswYOHLgH4LLLLtv+5JNPHhMfH799ypQp9W644Ybt8+bNq/HOO++s2bVrV+i6desir7jiihZDhw5NOe+881Lzz3HxxRfvABg8eHBaWlpayLZt20J37doVcuGFF7ZOTk6uZmYuOzvb8vc/+eSTUxs1apQLcMIJJ+y59tprW2VnZ4eMGDFi54knnrh3xowZNVevXl2tb9++nQCys7Otd+/eaYG8LgpgIiIiATDxozvo0wfiGu3flrg0jqSkOO6I8fOXl6Klyl/M7KD3Y8eO3X722We3q1atmhs6dOjO8PBwGjZsmLt48eKl7777bq1nn332mDfffLPeW2+9lVzcOf75z382O/XUU3d/+eWXq1esWBFx2mmndcz/PCoqKi//9eDBg9NmzZq1YubMmbVHjRrVety4cZvr1auX079//9QPP/xwjV9//CFUqTFgIiLiHxN/mEjimsLjlRLXJDLxB81hVVp9+kB8PCT6LmNiove+TxWfhWLjxo0RX331VTTA66+/Xu/EE09Ma9WqVXajRo2y/+///q/JmDFjtvn2C8vNzWXUqFG77r///r8WLVq0r8t0xowZdQE+//zzGjVr1sytX79+bmpqamjz5s2zACZPntyguO///fffI5o1a5b9j3/8Y9ull166bd68eVEDBgzYM2fOnBqLFy+OBG+R74ULF0b68zocSAFMRERK1KdpH+Lfjt8XwhLXJBL/djx9mlbx9FCOkpLgzju90HX33d7znXd626uyNm3aZEydOrV+hw4dYnbu3Bl22223bQUYOXLk9iZNmmT17t07AyA5OTm8f//+HTt16hQzevTo1vfee+/6/HPUrVs3t2fPnp1uvPHGYydPnpwM8M9//nPTf/7zn+a9evXqlJtb/Nrcn3/+ec2YmJgunTt3jnn//ffr3nHHHZubNm2aM3ny5OSRI0e26dChQ0zv3r07LVq0qJp/r0Rh5pwL5Pf5lZkNBYa2a9duzMqVK4NdjohIlZIfusbGjmXSnEkkjEggrnXVHbtU3vJbvAYPhldegcsug08/hYQEiDvCy2hmc51zsQW3LViwILl79+7bjuzMR2bFihURQ4YMaZ8/sL6gyy+/vGXPnj3Tb7nllkPW2Ldv346PPPLIulNOOSXdf5X6x4IFCxp07969VVGfVakWMK0FKSLiP3Gt4xgbO5b7Zt3H2NixCl9lFBfntXi9+iqcfLL3fOedRx6+KqMuXbp0Xrp0afXrrrtue7BrCRYNwhcRkVJJXJPIpDmTmHDKBCbNmURcqziFsDJITIQHH4RLL93fAvbgg9CzZ9UNYR07dswqqvVryZIly0p7jl9//XVF+VZVMVSpFjAREfGP/O7HhBEJ3Bt3LwkjEgqNCZOS5Y8B+/RTmDDBez4axoBJ0dQCJiIiJUrakFRozFdc6zgSRiSQtCFJrWCllH8XZP6Yr7i4/e/9JC8vL89CQkKqzmDvSiQvL8+AvOI+VwATEZES3XHSHQdti2utLsiySEoqPOA+Ls57n5Tkty7IxVu3bo1p2LBhikJYYOXl5dnWrVtrA4uL20cBTEREJADuODjD7msJ84ecnJyrN23a9MKmTZu6oiFHgZYHLM7Jybm6uB0UwERERKqg3r17bwHOCXYdUjQlYhEREZEAq1IBzMyGmtnzKSkpwS5FRESkkIkT9y9DlC8x0dsuR58qFcA0EauIiFRUR+takFI0jQETEREJgPy7HuPjYexYmDSpfJYhksqpSrWAiYiIVGRxcV74uu8+71nh6+ilACYiIhIgiYley9eECd7zgWPC5OihACYiIhIA+WO+EhLg3nv3d0cqhB2dFMBEREQC4FAz4cvRx5yreqsTxMbGujlz5gS7DBERkYAws7nOudhg1yGlpxYwERERkQBTABMREREJMAUwERERkQBTABMREREJMAUwERERkQCrUgFMi3GLiIhIZVClApgW4xYREZHKoEoFMBEREZHKQAFMREREJMAUwEREREQCTAFMREREJMAUwEREREQCTAFMREREJMAUwEREREQCTAFMREREJMAUwEREREQCTAFMREREJMAUwEREREQCTAFMREREJMAUwEREREQCTAFMREREJMAUwEREREQCrMIHMDMbZmZTzOx9MxsY7HpEREREjlRQApiZTTWzLWa2+IDtg8xshZmtMrPxAM6595xzY4BRwIVBKFdERESkXAWrBWw6MKjgBjMLBZ4BBgMxwEVmFlNgl//n+1xERESkUgtKAHPOzQJ2HLC5L7DKOfeHcy4LeAM41zwPAZ865+YFulYRERGR8laRxoA1A9YVeL/et+0m4AxghJldV9zBZnaNmc0xszlbt271b6UiIiIiRyAs2AUUYEVsc865J4EnSzrYOfc88DxAbGysK+faRERERMpNRWoBWw+0KPC+ObAhSLWIiEhBEydCYmLhbYmJ3nYRKbOKFMCSgPZm1trMIoCRwAdlOYGZDTWz51NSUvxSoIjIUatPH4iP3x/CEhO99336BLcukUoqWNNQzAB+Ajqa2Xozu8o5lwPcCHwOLAMSnHNLynJe59yHzrlrateuXf5Fi4gczeLiICHBC1133+09JyR420WkzIIyBsw5d1Ex2z8BPglwOSIiUhpxcTB2LNx3H0yYoPAlcgQqUhekiIhUZImJMGmSF74mTTp4TJiIlFqVCmAaAyYi4if5Y74SEuDee/d3RyqEiRyWKhXANAZMRMRPkpIKj/nKHxOWlBTcukQqqSoVwERExE9qfAuZvxXelvmbt11EykwBTEREStbmDPjzNvjsUe/9Z49679ucEdy6RCqpijQT/hEzs6HA0Hbt2gW7FBGRqmXQrfAZXuh68j2o9j20fMTbLiJlVqVawDQGTETEjwbdChn9ocFs71nhS+SwVakAJiIifvTZo17L17aTvef87kgRKTMFMBERKVn+mK+Wj8C4Wd5zwTFhIlImCmAiIlKyP74qPOZr0K3e+z++Cm5dIpWUOeeCXUO5KTAIf8zKlSuDXY6IiEhAmNlc51xssOuQ0qtSLWAahC8iIiKVQZUKYCIiIiKVQZkCmJmFmFktfxUjIiIicjQoMYCZ2etmVsvMooGlwAozu93/pYmIiIhUTaVpAYtxzqUCw4BPgJbAZf4sSkRERKQqK00ACzezcLwA9r5zLhuokLdOmtlQM3s+JSUl2KWIiIiIFKs0AWwykAxEA7PM7Fgg1Z9FHS7dBSkiIiKVQYkBzDn3pHOumXPuLOdNGvYnEOf/0kRERESqpjJPQ+E8Of4oRkREKqiJEyExsfC2xERvu4iUmeYBExGRkvXpA/HxXujKy/We4+O97SJSZmHFfWBmTZxzGwNZjIiIVFBxcZCQAPecC6NC4CGDhHe87SJSZodqAZtqZj+b2f/MbICZFRvWKgrdBSki4h8Tf5hIYvM9MDoHwlNgdByJrbztIlJ2xQYw59xgYADwLXAe8LOZvWNm15hZy8CUVza6C1JExD/6NO1D/JvDSczcC1vjSJzxNfEzzqNPU3VBihyOQ44Bc85lOOc+c8793bfK+j/wui2fNrNfA1KhiEg5mPjDRBLXFB5EnrgmUS04pRS3Yj4JjbOI3xzB3d37Ez/CSEhwxCUHuzKRyqlMg/Cdc2ucc886584B+vupJhGRctenaR/i347fF8IS1yQS/3a8WnBKIycdtjxAXM2mjO13K/fNuo+x/cYR99h7kJQU7OpEKqXDvgvSOZdVnoWIiPhTXOs4EkYkEP92PHcn3k382/EkjEggrrUGkZdo4QQI205i+9uYNO8FJpwygUlzJpHYCrjjjmBXJ1IpaRoKETlqxLWOY2zsWK8FJ3aswldpbPsZVjxOYt2hxH/9XxJGJHBv3L37wuyB3boiUjqlCmBmVt3MOvq7GBERf0pck8ikOZP2t+AoPBxabib8PBqqNyMpOrZQi2F+i2LSBnVBihyOEqeWMLOhwCNABNDazHoA9/rGgYmIVAr5Y77yQ0Rcqzh1Q5Zk8f2QugwGfMIdTQcf9HFc6zhdO5HDVJoWsP8AfYFdAM65+UArfxUkIuIPD//4MHf2v7NQC86d/e/k4R8fDnJlFdTO+bD0f9D6cigifInIkSlNAMtxzlWKmU01EauIFOf2E2/nwe8fLHQX5IPfP8jtJ94e5MoqoLxsr+sxsj70eizY1YhUSaUJYIvN7GIg1Mzam9lTwI9+ruuwaCJWESmO7oIsg2WPwM7fIPYZiKwX7GpEqqTSBLCbgC5AJjADSAVu9mNNIiJ+obsgSyFlGSy6B1qMgJbDg12NSJVVYgBzzqU75+5yzvVxzsX6XmcEojgRkfKkuyBLkJcLv1wFYdEQ+3SwqxGp0kpzF2Qs8C+8gff79nfOdfNfWSIi5Ut3QZbC70/Dtp+g3ytQvVGwqxGp0koMYMBrwO3AIiDPv+WIiPhH0oakYuexUgAD0v6ABf+CpmdBq0uCXY1IlWfOuUPvYPa9c65SrfsYGxvr5syZE+wyREQqB+fgmzNgexKcvQSiWxy0y8SJ0KcPxBXIqomJ3lKQWo0o+MxsrnMuNth1SOmVZhD+v83sBTO7yMzOz3/4vTIREQmM1S/A5m+g1yNFhi/wwld8vBe6wHuOj/e2i0jZlaYL8kqgExDO/i5IB7zjr6JERCRA0tfDvH9AozhoO6bY3eLiICHBC11jx8KkSd77OPXeihyW0gSw7s654/xeiYiIBJZz8Ot14HKg7xQwO+TucXFe+LrvPpgwQeFL5EiUpgvyZzOL8XslIiISWMmvw4aPoft/oWbbEndPTPRaviZM8J4TNYuHyGErTQtYf+AKM1uDNxmrAU7TUIiIVGJ7N8PccdCgH3S4qcTd88d85Xc7xsUVfi8iZVOaADbI71WIiEhgzb0JctLg+BchJLTE3ZOSCoet/DFhSUkKYCKHo9hpKMyslnMu1cyKXAjMObfDr5UdBjMbCgxt167dmJUrVwa7HBGRimndOzB7OHR/ALr8K9jVSDnQNBSVz6EC2EfOuSG+rkeH1/WYzznn2gSiwMOhecBERIqRuQM+joHqTeBvv0JIeLArknKgAFb5FNsF6Zwb4ntuHbhyRETEr+bdCpnbIe4zhS+RICrxLkgz+7o020REpILb8CmseQli/gl1ewS7GpGjWrEBzMyq+cZ/NTCzumZWz/doBTQNWIUiInLkslPh12uhVmfoOuGwT7N2LVx2GezdW461iRyFDnUX5LXAzXhhay77x4ClAs/4tywRESlX88d7s94P/BFCIw/rFJmZcOaZsHIlHH883HhjOdcochQ51BiwJ4AnzOwm59xTAaxJRETK0+ZvYeUk6HgLNDjhsE7hHFx7rRe+brsNxhS/apGIlEKJY8AUvkREKrGcdPjlaqjRFrrff9inefRReOkl+Pe/4eGHIfLwGtFExKc0E7GKiEhltXACpK2G0xMhLOqwTvHpp3DHHTB8ONx9t9caVsKykSJSgtKsBSkiIpXRtl9gxePQ7lpoNOCwTrF8OYwcCccd57WAff45dO4M69eXa6UiR51iW8DMrNehDnTOzSv/ckREpFzkZsIvo6F6U+g58bBOsXMnnHOO1934/vuwdCmcfz5kZMDXX8MVV5RzzSJHkUN1Qf6f77kaEAsswLsTshvwC94i3SIiUhEtvh9SlsKATyC8VpkPz8mBCy+E5GT45htv2onBg6FxY/jXv7xWMRE5fIe6CzIOwMzeAK5xzi3yve8K3BaY8kREpMx2LoCl/4PWl0PTwYd1ittvhy+/hBdegJYt4aSTICzM29auXTnXK3IUKs0g/E754QvAObfYzHr4ryQRETlsednw85UQWR96PXZYp5g6FR5/HP7+d68L8uSTYfdu+O47hS+R8lKaALbMzF4AXsVblPtSYJlfqxIRkcOz7BHY+Rv0fxsi65X58B9+gOuu8yZc/fe/vee1a72Wr+7d/VCvyFGqNAHsSmAs8Hff+1nAJL9VJCIihydlGSy6B1qMgJbDy3z4n396g+yPPda743H4cFiwAN57D/pr1K9IuSoxgDnnMszsOeAT59yKANQkIiJllZcLv1wFYdEQ+3SZD9+zx+tuzL/D8frrITERXn0Vzj7bD/WKHOVKnAfMzM4B5gOf+d73MLMP/FxXwe9vY2YvmtnbgfpOEZFK5/enYdtP0PtxqN6oTIfm5XlTSixaBDNmwGOPea1eTzwBl1zil2pFjnqlmYj130BfYBeAc24+0OpIvtTMpprZFjNbfMD2QWa2wsxWmdl43/f94Zy76ki+T0SkSkv7Axb8C5qeBa0uLfPh990HM2fCxIneQPupU70Z78eN80OtIgKULoDlOOdSyvl7pwODCm4ws1DgGWAwEANcZGYx5fy9IiJVi3PwyxiwUOjzXJnXCJo5E/7zH7j8cm/ur4kT4YYbvG0i4j+lCWCLzexiINTM2pvZU8CPR/KlzrlZwI4DNvcFVvlavLKAN4Bzj+R7RESqvNUvwOZvoNcjEN2iTIfOn+8FrxNO8B7jx8NFF8GTT2qtRxF/K00AuwnoAmQCM4BU4GY/1NIMWFfg/XqgmZnV990E0NPM7izuYDO7xszmmNmcrVu3+qE8EZEKJn09/HYbNIqDtmPKdOiWLXDuuVC3Llx9Ndx4IwwaBNOnQ4hWCRbxu9LcBZkO3AXc5esmjHbOZfihlqL+/5Zzzm0HrivpYOfc88DzALGxsa6caxMRqVicg1+v8yZe7TulTE1WWVneFBNbtsCjj3p3PB5/PLz9NkRE+LFmEdmnNHdBvm5mtcwsGlgCrDCz2/1Qy3qgYPt5c2CDH75HRKTyS34dNnwM3f8LNduW+jDnvMD1/fcwYQLccQd06AAffQTR0X6sV0QKKU1Dc4xzLhUYBnwCtAQu80MtSUB7M2ttZhHASKBM012Y2VAzez4lpbzvGRARqUD2boa546BBP+hwU5kOfeopePFFuPZar/WrYUP4/HOoV/ZJ80XkCJQmgIWbWTheAHvfOZeNtyTRYTOzGcBPQEczW29mVznncoAbgc/xljpKcM4tKct5nXMfOueuqV279pGUJyJSsc29CXLS4PgXISS01Id9+SXccgsMHOi1eIWFwRdfQNOmfqxVRIpUmqWIJgPJwAJglpkdizcQ/7A55y4qZvsneK1sIiJSlHXvwJ9vQfcHoHbnUh+2ciXEx0PHjrBmDaSlaXFtkWAqzSD8J4EnC2xaa2Zx/itJRESKlLkDkq6Huj2gc+mH4qakeMsMhYRAaKgXwLS4tkhwlWYQfn0ze9LM5pnZXDN7AqiQfXwaAyYiVdq8WyFzO5wwDULCS3VIbq43t9eqVd4i28uWeXc7anFtkeAqzRiwN4CtwHBghO/1m/4s6nBpDJiIVFkbPoM1L0HMP70WsFIaPx4+/RS6doXffvPm+dLi2iLBV5oxYPWcc/cVeH+/mQ3zUz0iInKg7FT49Rqo1Rm6Tij1YS+/DI88Ap06ebPeP/EEXFr2pSJFxA9K0wKWaGYjzSzE94gHPvZ3YSIi4jN/vDfr/QlTITSyVIf8/DOMGQMtW8Ly5VpcW6SiMecOPaOEme0GooE836YQYI/vtXPO1fJfeWVjZkOBoe3atRuzcuXKYJcjInLkNn8LX8dBx1ug96OlOmT9eujTx5vxfscOb+LVp5/W+o5VmZnNdc7FBrsOKb0SA1hlFBsb6+bMmRPsMkREjkxOOnzSDXBw1iIIiyrxkPR0OOUUWLwYMjNh5Eh47TWt71jVKYBVPqUZA4aZ1QXaA9XytznnZvmrKBERARbeDWmr4fRvShW+nIOrroJ587z3gwbBSy8pfIlURCUGMDO7Gvg73tqM84ET8GaxP82vlYmIHM22/QIrHoN210Kj0k29+OCD8MYb3lxffftqcW2Riqw0/7/o70AfYK1zLg7oiTcVhYiI+ENuJvwyGqo3hZ4TS3XI++/DXXd5ywt16qTFtUUqutIEsAznXAaAmUU655YDHf1b1uHRRKwiUiUseQBSlkLf5yG85PucFi2Ciy/2Wr6aNfPWd9Ti2iIVW2kC2HozqwO8B3xpZu8DG/xZ1OHSRKwiUuntXABLHoRWl0HTwSXuvm0bnHUWZGRA3brw1VdaXFukMijNWpDn+V7+x8wS8ZYh+syvVYmIHI3ysuHnKyGyPvR+vMTds7Ph3HPhr78gKsoLX1pcW6RyKDaAmVlRDdiLfM81gB1+qUhE5Gi17BHY+Rv0fxsiS+5DHDsWfvwRwsO95Ya0uLZI5XGoFrC5gAMKTt2X/94BbfxYl4jI0SVlOSy6B1qMgJbDS9z9ySfhxRe9yVXffRdOPjkANYpIuSk2gDnnWgeyEBGRo1ZernfXY1g0xD5d4u5ffQU33+y91uLaIpVTiYPwzXOpmU3wvW9pZn39X1rZ6S5IEamUfn8atv3kjfuq3uiQu65aBUOGeJOuPvQQXH55YEoUkfJVmrsgnwX6ARf73u8GnvFbRUdAd0GKSKWT9gcs+Bc0PQtaXXrIXVNT4YQTvCWGbrgB7rgjQDWKSLkrzVJExzvnepnZbwDOuZ1mprmVRUSOlHPwyxiwUOjz3CFXy87N9cLX9u1wzjnw1FMBrFNEyl1pAli2mYXiDbzHzBoCeX6tSkTkaLD6Bdj8jRe+olscctdzzoFly6BXL2/Q/SGymohUAqXpgnwSeBc4xsweAL4H/uvXqkREqrr09fDbbd46j+3GHHLXW26BTz6B5s29aSe0uLZI5VeaiVhfM7O5wOl4U1AMc84t83tlIiJVlXPw63XexKt9p4AVn6iefRYefxxq1oSFCyEyMnBlioj/lKYLEt/6j8v9XMsRM7OhwNB2mgpaRCqy5Ndhw8fQ6zGo2bbY3T75BG680Ztodc4cb6khEakaqlRDtu6CFJEKb+9mmDsOGvSDDjcVu9uCBd4yQ+AFsQ4dAlSfiAREqVrARESknMy9CXLS4PgXISS0yF3WroUTT4ScHHjmGTjjjADXKCJ+pwAmIhIo696FP9+C7g9A7c5F7rJ1K/TpA+np3lxf118f4BpFJCCqVBekiEiFlbkDkq6Huj2g8+1F7rJ7t9fytXUrxMVpri+RqkwtYCIigTDvVsjcCgM+gZDwgz7OyIAzz/SWGmrTBj76SHN9iVRlagETEfG3DZ/BmpcgZjzU63nQxzk5MGIE/PIL1K4N334LUVGBL1NEAkcBTETEn7JT4ddroFZn6DrhoI+dg2uugY8/htBQ+PRTaHHoSfFFpApQF6SIiD/NH+/Nej/wRwg9eBbV8eNh2jTv9QsvQL9+Aa5PRIKiSrWAmdlQM3s+JSUl2KWIiMDm72DlJOh4MzQ44aCPJ070HuAtNzRqVECrE5EgMudcsGsod7GxsW7OnDnBLkNEjmY56fBJN8DBWYsgrPCgrhdfhKuv9gban3mm1wUZpj4JOUxmNtc5FxvsOqT09D93ERF/WHg3pK2G0785KHy98w6MGeMtMdS6Nbz5psKXyNFG/5MXESlv236BFY9Bu2uhUVyhj775BkaOhOrVvQD24YdQp05wyhSR4FEAExEpT7mZ8MtoqN4Uek4s9FFSEpxzjhe+0tLg3Xe1xqPI0UoBTESkPC15AFKWwqkfQ3itfZuXL4fBg72uxpQUeOwxGDgwiHWKSFApgImIlJedC2DJg9DqMmh21r7Nf/7pDbTPzobUVLjySvj734NYp4gEnQKYiEh5yMuBn0dDZH3o/fi+zVu3ei1dO3dCbq631uOkSVpmSORoV6XmARMRKdbEiZCYWHhbYuL+ibiO1LJHYOc8iH0GIusB3uLaZ50Fycne0kING3p3QEYePB+riBxlFMBE5OjQpw/Ex+8PYYmJ3vs+fY783CnLYdF/oMVwaDkc8BbXHjYM5s3zpprYswfefx8aNTryrxORyk8BTESODklJcOedXui6+27v+c47ve1HIi8XfrkKwqIh9mnAW1z74ou9KSdOOskbgD99OvQ8eB1uETlKKYCJyNGhTx948EHvVsT77vOeH3zwyFvAVj4D2370xn1Vb4xzcN113hQTw4bB7Nle3rvggvL4ESJSVSiAicjRISnJS0Gvvgonn+w9X3DBkbWApf0B8++EJoOh1aWAt7j2iy96LWAffADnnw///nc5/QYRqTKqVADTYtwiUqywMHjuOTjjDK9Z6owzvPeHuwaQc/DLGLBQ6DsZzPYtrj1ypLe2Y9eu8NJLEFKl/qYVkfJQpf5acM596Jy7pnbt2sEuRUQqmpwcr2/wq6+8FrCvvvLe5+Qc3vlWvwCbv4GeD0N0C158Ef75TzjvPG/gfUSE1wJWo0b5/gwRqRqqVAATESlWnz7w1ltw6aVeC9ill3rvD2cMWPp6+O02b53HdmN45x245hpvstW0NFizBmbOhGOPLf+fISJVgwKYiBwd8u+C/PRTmDDBez6cuyCdg1/HQl429J3CN4khXHQR9O0LHTvCl1/Cs896jWwiIsXRTPgicnTInwcsIQHi4rxH/vuySH4dNnwEvR5lzoq2nHsutG/vDbofNw5uugmuvto/P0FEqg61gInI0SEpaX/4Au85IaFsLWB7N8PccVD/BJa7cQweDA0awAMPwG23eeP6H33UP+WLSNVizrlg11DuYmNj3Zw5c4JdhohUNd/Hw/r32dBjPsef2ZmsLG8Y2QUXQK1a8MsvUK9esIuUo5GZzXXOxQa7Dik9dUGKiJTGunfhz7fY0/Z+ThvWmdRU+OwzuOEGb9mhb79V+BKR0lMAExEpSeYOSLqe3Fo9OH3cHaxdC59/Do89BvPnw0cfQefOwS5SRCoTBTARkZLMuxWXuZXr3/iEOXPDee89+O47r/tx4kQ466xgFygilY0CmIjIoWz4DNa8xNvL7uL5t3ry8suQleWt73jZZd7gexGRslIAExEpTnYq7tdr2LinM5f+bwKPPw7dusGJJ8Lxx8Pzz4NZsIsUkcpIAUxEpDjzx+P2rGf4xB+4Y3zkvglX69SBd9+FatWCXaCIVFYKYCIiRdn8HaycxOOf3kLPM/vx//6ft9TQ5s3eSkZNmgS7QBGpzBTAREQOlJNO6pdXsXVrG+a7+5n6JFx/vRe8Xn8dYjXbkogcIc2ELyJygN9n3k2tkNVMnv8CL0yL4rnnYMoU+Ne/4KKLgl2diFQFCmAiIgXM+ewX2mY/xruLruXfz8YxezbcfDOccw7cd1+wqxORqkIBTETEZ+6vmUQvHs3WtKacestENm70lhnq1AlefRVC9DemiJSTCv/XiZlFm9lLZjbFzC4Jdj0iUjUtXw6JTz9A56ZLCTtxMqGRtTjnHC90ffAB1KwZ7ApFpCoJSgAzs6lmtsXMFh+wfZCZrTCzVWY23rf5fOBt59wY4JyAFysiVd6ff8K4yxfw9zMfJLX+ZdTtchaXXAIrV8Lbb0ObNsGuUESqmmC1gE0HBhXcYGahwDPAYCAGuMjMYoDmwDrfbrkBrFFEjgJbt8Lgv+Uw8fzREFGPWgMe41//go8/hiefhAEDgl2hiFRFQQlgzrlZwI4DNvcFVjnn/nDOZQFvAOcC6/FCGByiXjO7xszmmNmcrVu3+qNsEans0jfAggnw89WQm8nu3d46jud3foQeLecR3u9ZXkmoz8SJMHas9xAR8YeKNA9YM/a3dIEXvI4HngSeNrOzgQ+LO9g59zzwPEBsbKzzY50iUpk4B1u+g5XPwrp3weUAkNVwMMOuGU76puX855b/QIvh/LJxOGPGeK1eTzwR1KpFpIqrSAGsqBXVnHNuD3BloIsRkUouezesecULXilLIKIudPw7tLmS3F3LufS2IXybmMvGV64iNCKajc2f5ryToGlTeOstCA8P9g8QkaqsIgWw9UCLAu+bAxuCVIuIVFa7lniha83LkJMGdXvB8S/CsSMhLArn4NrbuvDWTEic/CTH2I9kHfcy58Q3Zvdu+OILaNAg2D9CRKq6ihTAkoD2ZtYa+AsYCVxclhOY2VBgaLt27fxQnohUWHnZsP49+P1Z2PIthERAywuhww1Qvy+Y18Celga33govvggPTfiDAbXvxB0zmFH3XMrcufDee9C1azB/iIgcLYISwMxsBjAAaGBm64F/O+deNLMbgc+BUGCqc25JWc7rnPsQ+DA2NnZMedcsIhVQ+gZY9Tysfh72boToY6HH/6DNaKjWcN9uzsGbb8Jtt8FffwE4ruh8DVgoz86ZzIwZxn//6812LyISCEEJYM65IldTc859AnwS4HJEpDIpalB9k0HQ93loMhhCQgvtvnAhjBsH3+VMpFWHPpx/fBx9679II/c1L+y9hRvfn8FFF93B+PHFfJ+IiB9UpC7II6YuSJEqrLhB9e2vg5oH/29+5064+2549lmoXRtOOrsPPzaNJ+2zZ5g6+B+8mdqda9a8QofoBF58cV8vpYhIQJhzVW/GhtjYWDdnzpxglyEi5aGoQfUdbtg3qP5AubkwdSr861+wfbs3pcSKFbBhg+PisY/yedPxXFcrj4mbalPj85ks+iCOZs0C/7NEypOZzXXOxQa7Dim9KtUCJiJVRCkH1R/o55/hxhth7lyIiYE6dSAx0XFL/Ef8Z8R/qZX9MxN2RnL/thxi1p/O1GcVvkQkOCr8YtwichRJ3wAL/wPvHwvfx8OeNd6g+mHr4cSXocHxRYavTZtg1Cjo1w/WroXOnWH5slyGdJ3Bzte68+i551ArYhPv1/k7D2+qQaeVI/iz/bekH5MY6F8oIgJUsRYwjQETqYScgy2zYOUzpRpUX1B2Njz1FPznP7B3L3TsCGtWZ3Jpv1f48c6HqBO6Cmp1ZnODl7n61cZ8FHUxITPfYsWaOP49LZH4t+NJGJFAXOu4wP1eERGqWADTNBQilUgZB9Uf6KuvvLsbly2Dli3BcvdwTocXuOvOh6kd/hfU7cW62jO5a9IwXns9BOs/kWG9E5j4WRwLF8KQIXGcsiGBpA1JCmAiEnAahC8igXXgoPp6vaH9DXDshUUOqj9QcjL84x/wzjtQty5E2i6uPuUZ7hj2ODXDt8Exp7C62r8Y/8RAZs40qlf3FtX+xz+gSRP//zyRYNAg/MqnSrWAiVRlW/dsZfm25Zx87MnBLqXsDhpUH+kFrvbXH3JQfUF798LEifDgg5CXB62abGHMyY/z97OeITo8FZoMZon9i/H/15+PPoJatbw7IW++WUsLiUjFowAmUoFl52bz6apPmTZ/Gh+u+JDoiGg23LqB6IjoYJdWOsXOVH8VVCtdKnIO3n0XbrkF/vwTOrVcx3WnPsK1p08hMjwDazmCuXvvZPx/e/LVV1CvHtx3n3c3ZJ06/v15IiKHq0oFMA3Cl6pi8ZbFTPttGq8uepUte7ZwTPQxnNV2EB+t+oTPVn3G8JjhwS6xeEcwqP5Ay5Z547y++gqOa/U7L4x5iMtPfoXQUIe1vpTvd47nX3d25PvvoVEjePhhuO46qFHDj79PRKQcaAyYSAWxY+8OZiyawfQF05mzYQ5hFspQ68SVa+syaNZG8pL/4KOYMIZ88xeR9RqWfMJAK2pQfZvR0H4s1GxbplOlpsI998ATT0D3lgu4/ewHueD4t3AWgbW7mq833MZd/z2WOXOgeXP45z/hqqugenU//TaRCk5jwCqfKtUCJlLZ5O5O5YtZU5m25DXeT59HluXRY3MIj8+Dixfl0jC98Hr0wxdkw4MTvaaeiqKoQfXHTy31oPqC8vLglVe8RbPb1fmJ9255gCE9PyYzryY57W/ns+RbuPuaRixcCG3awJQpcPnlEBHhp98mIuInCmAigZCXB2vWeCtDL1jAisXfMi13Lq+0SWNDLaifDmMXwqj50GNTnjcovWVL6NkTeveG446D1q3hpZdgwoRg/5pDDKq/Aer3OayFFefOhbFjHbX3fkXCtf8lLuZb0rLrk9rqPj5ZdQP/uaIuK1ZAp07w8stw0UUQpr/BRKSS0l9fUrK8PG/Gy8xMyMoq+lHaz9LTYckS71/R8HDvH+r8f6zzXxe3rTT7VIRz7dnjzZWwdi2sWgUrV8KGDaSE5vBmV5jeA346DkLz4KyV8FRiNYbktCGiUxe4oo3XtNOqFURGFj5/aqqXOmrVKuf/wGVQDoPqD7RtG4z/Zx7bFnzA0+f+l75tk9ixtymbmz3KxyvGcP+lNVizBrp1g4QEOP98CC39MDIRkQpJASyYnPOCTVkDTVkCT3l8lpMT7CtVaeUZfNMapp0D73SGjHCI2QIPfwGXLoTGaQAZwFJYtLTkEzZoAOvXe+EsUMpxUH1BOTkw6dkc5r/3BrcOepAupy/lr5Q2rKw3mS9+v4IHL4nkr7+gb19vLNiQIYfVsCYiUiFVqQDml7sgX3oJvvzS6/7JyyvfwJOVVX51FhQRUfQjMrLw+2rVvNaU4j4v6fiyfJ7/mXPw+ecwePD+9+A9F3wcuK00+/jrXHl5sHUrrFjhPRYvhqVLYeNG77MirG5Xj+knRvNSyx2sC9tDnZBoRjf9G6OanUVszU7YxZS9rlmz4P774aOPYHgA7oIsdqb6sg+qP9Ds7zL4/NmXGN3vIW66eg2/b+nCr+Gv8W1qPP93RRhbtsApp8C0aXDGGQpeIlL16C7IknTq5P2jC96Ak9IGjWB8Hhnp1ah/rQ5feroXrhYu9AYl/fKL998/La3o/evU8VZ+Pv540rp35q26G5i+/WtmrfueEAthYNuBjOo+inM7nUu1sGpHVltmphe+hgzxbwvYEc5Ufyh/rU3j4yeeZ0jbR2hadyPz1vZhU/27SNowlCeeDGHnThg4EO66ywtgIlI6uguy8lEAK8nOnV6Lzbnn6h73qiQvzxun5RsUz08/ea83bix6/4gIaNvWGxDfp483IOm448irV5fZa2czbf403l76Nnuy99ChfgdGdR/F5d0vp1mtZgH9WYfND4PqC8rcvZPvpjxF7xpPUL/GDr5dFsfq6nfxe8ppPPeckZoKQ4fC//t/XpejiJSNAljlU6W6IP2ibl0YOTLYVciR2LULFi3ygtYvv3gtW3/84bUoFaVZMy9gHX88dO/uvW7VCkJC9u2ydtdaXlrwDC8teIk/dv5BzYiaXHzcxYzqMYp+zfthlaUVMn0DrJ7iDazfuwGiW0GPh7z5uw5zUH0hezex7L3HaL73WQY2TuPDeUOZm3EnW10/pk/3lhcaMcJbMqhHjyP/OhGRykIBTKqO7Gz4/XcvbM2ZAz//7E2lvmNH0fvXrg0dO3pBK3+qh86di23pTM9O551l7zBt/jS+WfMNAKe3Pp17BtzD+Z3PJyr8yLrnAqbIQfWDoe/kIxpUX8ietez4fiLRm1+kQ0g2CfPi+Wzdnbja3UhI8AbgX3wx3Hmnd8lFRI42CmBS+TgHmzd7XYbz58OPP3qtW+vWQW7uwfuHh3tTO/Tq5YUtX/dhaVZods7x0/qfmPbbNN5c8ia7s3bTuk5r7hlwD1d0v4Jj6xxb/r/PX/w4qH6flOVkLfgfIX++Ro0846XZV/DG/Duo0bQ9n3zi9WSOGuXNXN+2nL5SRKQyUgAryZ49+wffV5Zupapk715vUPyCBV6LVlKSN6/Wnj1F79+4sReu+vXzJjHNn8C0QPdhaaxPXc8rC15h+oLp/L79d6LDo7mgywWM6j6Kk489mRAr2/mCqtiZ6kdCWDmNa9wxD7f4v7h175CTVY3nv7mBKd//g3rNW/DjPIhYDGPHwu23Q4sW5fOVIiKVWZUKYH6ZhqJjR/jrL+91SIgXxkJDvVaVsDDvER7uPYq6WzEy0pvuIf+5evXCz1FR+x/R0d4jKspbTTg6ev9ztWreo6pO/e2cNyg+v/vwxx+9CVs3b94/HUNBNWtChw5ei1bfviV2H5ZGRk4G7y9/n2nzp/HlH1+S5/I45dhTuLP/nYyIGUGNiEq0wrOfB9Xvs+V7WPIAbPyM3Xtr8dTnd/LMV3+nTuNjWJYM0VvhH/+AW2/1srGIiHh0F2RJmjSBTZv2h6zcXO+Rl1fsHFABYeYFwvznkBAvGBYMifkBsWBIPDAsRkbuD4vFBcXq1feHxPzXkZEHn+/A7yjqYQYpKV7Q+u03+OEHrxtxzZqi50ULC/MGwPfoASed5A2KL2X3YWk455izYQ7T5k9jxuIZ7MrYRcvaLbmi+xVc0f0K2tarZP1kRQ2qbz+2/AbVgxeIN34OS/4LW2ezfU9DHvnoFp798nqi69Rm40ZveN24cfD3v0P9+uXztSJSPN0FWflU0eaUcrRiBdx3n7f+XlFLwOTmeoO/D3xkZR28LSPDm2dqzx6vay093Xvs3bv/kZGx/5GZuf9x4ASuBc+bk+M95+Z6r3NyvGPyQ2L+o+DknhVRo0YQE+N1H/bpc9jdh6WxKW0Try58lenzp7Nk6xKqhVVjeOfhjOoxitNan1a5uhgDMagewOV551/yX9g5jy1pzbn/nSd4IfFqwiKj2L0XwqO8uWJvuMGbIk1ERIqmAFaSWrXg4YeL/zw01HtUO8JJNgPFOS+gFQx5GRle+Nuzx5twND8k7tlTOCTmP+fvn39sRsb+Wf8LhsWCQTQ/JGZkeGGwYUMYNswLW927H3H3YWlk5Wbx0e8fMW3+ND5d+Sm5Lpd+zfvx/JDnie8ST+1qtf36/eUuEIPqwevOTH4dlv4PUpezZW87/vXqC7w8+zIIiSA7GxrVhX//G6691us1FxGRQ1MAO9qY7e8OrFkz8N+fmnroFkU/mL9pPtN+m8Zri15j+97tNK3ZlNtPvJ0relxBpwadAlJDuQrEoHqAnL3wxzRYNhH2rGVLdjf+8eIbvP79CByhOActmnp3NI4erXmKRUTKQgFMAqukFsVysnXPVl5f9DrT5k9jweYFRIRGMKzTMEZ1H8WZbc8kLKQS/dHPzYJdC2HrD7BqCqQu8d+gevBa1lZOguWPQsZmttsJjHv+aV7/7mzA+57Wrb3lgi67zBv+JyIiZVOJ/hUSObTs3Gw+W/UZ0+ZP46PfPyI7L5vYprE8c9YzjOw6knrV6wW7xJK5PNi9Erb/uv+xcz7kFbhBodWl0Oux8htUny9zO6x40ntk72JXtTO4+ZU3eOmzU8kPXm3bwj33wIUXVt0bckVEAkF/hUqlt2TLEqbNn8arC19l857NHBN9DOOOH8eoHqPoekzXYJd3kNy8XLJys7xH2p9kb08ia/scsnbMJ2vnIrKy08hykB1ajawaHciqM5Ss6LbsiWjEwr9mcU/vZ4iMLMfu2/QNXmvXqucgZw+76wzjX6/eydMz9i/K2Lo1TJwI55/vl3siRESOOlUqgPllHjCpkHbs3cEbi99g2vxpzNkwh7CQMAa1G8SFXS7k5JYn43Bk5WaxeMtisnOz9weeAo/svIO3l2XfQ24v4jz5++a50k5fkgEs9D3269PpS4bHDD/yi5j2Byyd6I3zcjnsPeYi7n93PP99Zn9obdYMnnwSzjtP8xCLiJQnzQMmfuOcY/ve7fyV+hcbdm9gw+4N/JnyJ/M2zqN5rebkutwyBZnMnEx2Z+1mT/YesnKLmDOsnBlGRGjEQY/w0PCit4cU2B4SSkTuHiKydhKetY2IrK1EZO8kwiACiKhWn/AaxxJRozURtdoRUaMNERE1Cp/jgO8E+GndT1zd62oiwyIP/4ftWuLd0bh2BlgoWS2u5NFPb+f//a/tvpWc6tf3gtdFFyl4iVQGmges8qlSLWASGM45dmft3heqCgasDWn7329M21hsUKoRUYMaETUOGWKiw6OJCI0gMyeTdanrWJ++nr05e6kWVo0ejXrQrVE3WtRuceggVNbgVOARWtr5s1wepK4oPG5r1wJv+oZQoG5jqH8y1O/re8R6U0Ychl5Neh3WcQBsT4IlD8L6dyE0itx2f2fyd7dy2+hm7N3r7RIVBf/9rzeBqoiI+I8CmBSSkZOxP0wVDFhphd/vyT54LcZakbVoWrMpTWs25eRjT6ZZzWb73uc/6lWrx5d/fMmQDkMO2YqTkpHCm0veZPr86fy0/idCLZTB7QczqvuoEo/1K+cgfT3sSCoQuOZAzm7v87CaXsDqdOv+wFW92WE3I2XmZLJm1xpW7VjF8m3LWbhpIVPOmVL63+8cbPnOmzx105cQXgfXZQKv/DqOcWc2ICXF2y001AtdDz2kwfUiIoGgv2qPEjl5OWxO28xfu/8qHK4OeL9j746Djo0MjaRpzaY0q9WMHo17cFa7s/a9zw9WTWo0oWZk6eYVK278Up7L45s13zB9/nTeWfYOe3P2EtMwhofPfJhLjruEJjWbHNE1OCxZO72AVbB1K2OT91lIONTpDq0v2x+2anWEMs6in56dzuodq1m1Y9W+x+qd3vs/U/7EUXiYwLmdzi15DJhzsOETL3ht+xGqNYIeD/Hekuu47m+12Lx5/67DhsHkyXDMMWUqW0REjoACWCXnnGNb+rZiQ1X+681pmw/6hzzUQmlcozFNazalbd22nNLylEKtVfkBq261upgfBwKt3rGalxa8xEsLXuLPlD+pU60Oo3qM4soeVxLbNNav311IboY35UPBsLV75f7Pa3WExmfuD1t1u0No6VqiUjNTDwpZq3Z6zxt2byi0b/3q9WlXrx39W/anXb12+x4tarXgp/U/MaTDkOK/KC8X1s30gteuBRDVEmKf5ovVoxkzuDp//rl/165dYepUb9UnEREJLA3CL8mS/8HWH6FBP4hu7rUkVGsE1RpDZIPyW2fvAPnjrAqNryqm1So7L/ug4xtENTioC/DA98dEH1P6cU7lLC0rjbeWvMX0BdOZtXYWhjGw7UCu7HEl53Y6l2phfl7aKS8XUpd546L2jdta6K2jCFC9aYExW3292eYj6hzylDv27igcsAo8tqZvLbRv4xqN9wWrtnXbFnpdt/phjA/LzYLkV73B9btXemEx5k5mr7uY0VeHs2rV/l3r1YNHHoErrtCUEiJVhQbhVz4KYCW47Ol6fJ+yk9ohEGredJQGhOAN6zELw0IisNBwQkIisJBILDTC2xYSSUhoJBYa6b23EEIshDyX593Vl5tJZk4mWblZZORkkJmbyd7svWTkZJCRk0Guyz2onrCQMKLCo4gKi/KeI7zn6PBo7xHhPYeFhGFmGIaZEWIh+177Y1uIhRT6vLhtOXk5fPD7B/y6/lfSc9JpX689V/a4ksu6X0bzWs3L5b/ZQZyD9D8Lh60dcyDHN44tvBbU61MgcPWBqGZFnMaxNX1rsSFrZ8bOQvs3r9XcC1Z12xVqyWpbry01IsppwcScdFj9Iix7GNLXQd2e0OVf/LjuPK4eE8qyZd5uoaHeEpw33+yt2Vi7ki17KSKHpgBW+agLsgRpDU4mefsH9G7UncZRdXG5GbjcTPJyM3B5mbjcTN9zFrk5qWTmZJHpHBkOMh1k5kGWg0y85ywHB8cqL9SFh4QTFhpGeEg4tavVJiwkjLCQMEItlLCQMEJ8Y4scDuccuS6X1MxUUjJS9m3Lc3n7Xhe3Lc/lFfq8NNvK2+mtT+feuHvp17xf+XcxZm73hS1f4NrxK2Rs8T4LiYC6PaDNlfsDV832+8Zt5bk8Nu7eyKrk7w7qKly9YzW7s3bv+5oQC+HY2sfSrl47RnYdWShkta7TmurhflwcMSvFWw9y+WOQuRUangR9J/NT8iCuHWIsWuTtFhnprY8+YIA3rURMjP9KEhGR0lMAK8EbIxL44PcP6Nesnzen1SEGsW9O213EOKsQGlerRatqUTQND6dpmNE0NIdmpNPU7aZpSDZNw6BuCJhlA9lgmRB5zP7uzuqNC3d9Vi/YDVq/zIO+D8eB4awsYa5gAMzIyeCHdT9wXqfzyudOxpx02Plb4dattNW+Dw1qdYImg/eHrTrHkWthrE9d74Wr379l1Y4XCoWsvTl7950+LCSM1nVa065eO05ueXKhkNWqTisiQgO8EGLGVljxBPz+NGSnQJO/QZe7+P73k7lhMCz0zdkaHQ179kCjRvDoo94M9prPS0Sk4lAXZAn+Nr0/X//5E7lFzF7eMKrh/sHqNZoWOYC9YVTD4sdZOQfZqd5ddRmbvcfeYl5nbCq8HmA+C4XIhgeHtKLCW4DCmt/k5UDKUl+rli9w7VoE+V21Uc33Ba3sOr1YG9qAVbs3H9RVuGbXmkLzk0WGRtK2Xtsiuwtb1G7hv4W783IhJxWydnlhKmtX4dfZB7zP2gHbfvL+HLQYjou5k8QFvbn1VliwwDtlzZpei5cZ/POf3iMqyj/li0jFoS7IykctYCVovGcFeS6P0bXgrChoGgbNIiNpHFmTiMia3hUMT4Uw5z3n/gVpNSGzJuysCeE1vbmhwg94XXBbRG1v0PShOOf9Q3xQMPOFs72+1ylLvefiwlq1Yw4d0vK3R9YLblhzDvYk+1q18rsS50Juuvd5eB0y6vZiTYurWR3SkFW54azavYVVa1ex6rcpJO9KLjSGLjo8mnb12tH1mK4M6zSs0MD3ZrWa7eveLZPcrMJhqVCI2uV1Ex4Yogq+z04t+TvCfH8+wut4NwjkZeF6Ps5nyX/nztP3B68aNbygtWWLN63Eo4966zeKiEjFpABWgh6NY/l992c0adiL1dFNWUcOkS6HCJdNZHY2EZmZRLhdROZtJiJvLxF5e4nM3UtEXjqR+cvOGN7rAs+hBbuDwmoUHc4OFdzCakLdJgdvC/XdPZidcnAL2oEtaylLfC1rB99FiYUVCGuHCGrlFdYythYIWr7nzG2k58Hq3HBWRbRmVUhPVhHBqoy9rNqygXVLE3F8s+8UtSNr065eO2Kbxh40JqtRdKPCY82cg9y9XhhKXVFMaDrg/b7g5Hudu7+rskgWAuG+8JQfomq09e6m3Le9zv73EXUK7xteCwq0vuVkZjL3w48Ye9EQfvMFr+rV4dhjYflyb93GV16BgQMP9z+CiIgESpXqgiywGPeYlStXlrh/acQ805ll25aXy7kKCjEjMiSMiJAQIiyEyJAQX0AzInBEmCOSPCLIJYJc73WBAFfoNQUCXogREVqNiLBqRIZXJyI0isjwKCLCo4kIjyYyvCYR4TWJiKhJZEQtIiJqERka4QuKuUTmZRORl0FoTiqWneIN8C4Y3koMaweMUTswvEXU81qxdszb17qVuuVnVu1ay+psWJUNq6wOq3IjWZWRwYa9KYW+qkFUA19XYVva1WlJu5qNaFejPu2i61DP8rCclCJanIoJUUX9lkL/kcL3h6R9z7ULh6ZiQ1QdL1gfMPAqLw9SUmDnTtixw3s+1OuC73fvH/9PeDj06gXz5nkD7f/9bxg3DiICPCRNRCoGdUFWPlUqgOUrzzFgmTmZfPj7hwxuNxhg/8LQuZn7Fog+cFvB7UVtK9XxB32eSWZOBlk5GYU/z80mMze73O9UNAq22pkXFENCibQQIkJCiAwJJcKMCDMv9AERlkckuUS4HCJcFpHmCoXDCAPyYF4WhBusyYHfM0PYfsD4ulq5tWjs6tA8pAYtQyNpGx5Kh4g8OlXLoklkGlHhu6gelkqIHTwur6BsF0WWq0MWtcm2OuRYHXJC6pAXUpvcsDrkhdYhL6zO/iAVWYeQiNpYtTqEVqtDWEQ1wiOMsDAv8OQ/QkMhLa3kwFTU65QUr/GtOBERXldiuLf2Njk5sHcvZGTs36dzZ+98mzbBZZd5ywc1CcIiASJScSiAVT4KYFVEbl5u2QJgdhpZmSlkZqeSlZVKVnYamVm7ycrZQ1b2HjKz08nKSSczZ68X+nzzlO0PiNlk5eWQmZtDVl4uWXjTbuRPtZF5wPOBU2/UD4FukdAu3PeI8J7bhEMNX29mWmYtdmfWITWjDql765CaUZuU9Drs2lOHXem12ZlWhx1pddi+uw47dtdmR1oddvk+T9lbm5zc8ED/Z9gnNNRbUzE/vEVEeI+QEK9RzDnIzYXsbC9cpad7YaugWrW8SVMbNICGDb0WsO+/9z7r2ROeegpOOinwv01EKh4FsMpHY8CqiNCQUKJCvElZy1tKCqxcCb//vv95ve+1t5izIyoynbo1dtOlw246t9tN+9a7adNiNy2b7KbpMbupEZVCTtYudm36hW/Xfs25Hc4jqtmAosc+RdSBsJrUCAmlBnCoxp3MzP0tTNu3w9at3vP27bBt28GtT/mP1FQv/BTHzGuJioryxllVq+Y9IiO9R0SEF6zyQ1ZYmBeu8vK8oJSa6j3S0rxHaqpXa8H/v2PmHRcauj+k5Qez3Nz950hOLlzbVVd5azeGBmcRAxERKQcKYAJ43VyrVhUOWfnPW7bs38/MG/Tdvj1ceqn33KGD0aFDNMceG01YWONivyMcqJ6byUV/fQTNhuxbRzEnB3btgh1by96tl55+6N+V34pUt673aNt2/+u6dQt/VvB1rVpFL9PjnBfsVq8u+rFpU+H969TxvrOoR7Nmh14KyDnv2mRne4+0NJg9G847T+FLRKSyUxfkUSQ7G9asKTpkrVtXeN8mTfLDVeHntm29lqCizr1r1/5gVPB1wce2bV7QCw31WqJ27Cg8uLwo0dEHB6RDhaf897Vrey1MZZWT412PogLWH38cXG/z5kUHrDZtvDpERPxNXZCVj1rAqpi8PC88FBWy1qzxurby1a3rBasBA7xw1aYNHHOMFxqysgoHp0WLYNas4oNVWtqh66pWzfu+0FBYvx5694ZTTy05WNWt6587+/bs8cLUgeFq9Wqvy6/geKyICO/atG3r1Zz/um1bb66togKpiIjIoagFrBJyDjZv3h+sCoasVau8sUb5IiO95Wjq1fNmSa9eff/CzHv2FG6xKqk7L78lquCjTp2DtxW1T35IycyEjz6CIUO82vzFOW88WMFg5a+uQhGRYFMLWOWjAFbBOOcFoZ07Ye1aWLzYm2Tzjz+8lq2NG70B5gcOIA8N9Y7NO/TMDNSqVbrQdGC4qlOn4s0xVV5dhfnjwkREKisFsMpHXZB+4Jz3j3/BLrpDjYnatMl7Tk31BsOXFKIiI6F+fS80HHOMN16rXr2Sg9XhjokKpqK6CvMfa9eqq1BERCqnSvbPceCtX+/dBVhUeCouWO3aVXis1YHypx/Iyzt4vxo1vFDVrBm0auWNzercGbp0gcaNvRBVlbrDCnYVFtVdWFxXYe/eEB+vrkIREamcFMBKMHw4/PrrwdvDwg4eON64sRcosrK8lpuUFC9cbNlSeP6nunWhY8eD7zBs184LYIej4PxRubn7w92Bj+K2H84xh3OurCxISvJCaHKyF7IOHMCf31V41lnqKhQRkapJAawEdep4z337el1aOTleuEpN3T+p56ZNXogo2HUYGuoNWo+O3t/9lT+JZ0iIF0aWLIGFC8sn6FS2oXxNm3qzuaurUEREjkYKYCVYsMB7/vXXolvC8tcHrFVr/2zp1at7QSs01AtboaFFPw7ns/I+X6C/KzsbvvgCzjnHv3dBioiIVGQKYCU45hhvyofu3ffPl9Whg/do3lwzkh+OCy4IdgUiIiLBpQBWgl9/hY8/9v+8VSIiInL0UAArQbVq3kB8ERERkfKim/ZFREREAqzCBzAza2NmL5rZ28GuRURERKQ8+DWAmdlUM9tiZosP2D7IzFaY2SozG3+oczjn/nDOXeXPOkVEREQCyd9jwKYDTwMv528ws1DgGeBMYD2QZGYfAKHAgwccP9o5t8XPNYqIiIgElF8DmHNulpm1OmBzX2CVc+4PADN7AzjXOfcgMORwv8vMrgGuAWjZsuXhnkZERETE74IxBqwZsK7A+/W+bUUys/pm9hzQ08zuLG4/59zzzrlY51xsw4YNy69aERERkXIWjGkorIhtxS6k45zbDlznv3JEREREAisYLWDrgRYF3jcHNgShDhEREZGgCEYASwLam1lrM4sARgIflMeJzWyomT2fkpJSHqcTERER8Qt/T0MxA/gJ6Ghm683sKudcDnAj8DmwDEhwzi0pj+9zzn3onLumdu3a5XE6EREREb/w912QFxWz/RPgE39+t4iIiEhFVeFnwi8LdUGKiIhIZWDOFXsDYqVlZluBtUV8VBs4MJ2VZtuB7xsA246wzEMpqqbyPK6k/Yr7vLTbq/r1K2nfsn6mP4Ol/1zXr3T7+fvPoL+vX3E1ledxVe3P4LHOOc3BVJk4546aB/D84Wwr4v2cQNdZnseVtF9xn5d2e1W/fiXtW9bP9GfwyP4M6voF/s+gv69fRb6GleXPoB4V/1GluiBL4cPD3FbUPv50uN9X2uNK2q+4z0u7vapfv5L2Letn+jNY+s91/Uq3n/4MHvl+lf3PoFRwVbIL0t/MbI5zLjbYdVRWun5HTtfwyOj6HRldvyOnayhHWwtYeXk+2AVUcrp+R07X8Mjo+h0ZXb8jp2t4lFMLmIiIiEiAqQVMREREJMAUwEREREQCTAFMREREJMAUwI6QmbUxsxfN7O1g11JZmdkwM5tiZu+b2cBg11PZmFlnM3vOzN42s7HBrqeyMrNoM5trZkOCXUtlY2YDzGy278/hgGDXU9mYWYiZPWBmT5nZFcGuRwJDAawIZjbVzLaY2eIDtg8ysxVmtsrMxgM45/5wzl0VnEorrjJew/ecc2OAUcCFQSi3winj9VvmnLsOiAd0W7tPWa6hzz+BhMBWWXGV8fo5IA2oBqwPdK0VURmv37lAMyAbXb+jhgJY0aYDgwpuMLNQ4BlgMBADXGRmMYEvrdKYTtmv4f/zfS5lvH5mdg7wPfB1YMus0KZTymtoZmcAS4HNgS6yAptO6f8MznbODcYLsfcEuM6Kajqlv34dgZ+cc7cCasU+SiiAFcE5NwvYccDmvsAqX4tXFvAG3v9rkSKU5Rqa5yHgU+fcvEDXWhGV9c+gc+4D59yJwCWBrbTiKuM1jANOAC4GxpjZUf93Y1mun3Muz/f5TiAygGVWWGX887ce79oB5AauSgmmsGAXUIk0A9YVeL8eON7M6gMPAD3N7E7n3INBqa5yKPIaAjcBZwC1zaydc+65YBRXCRT3Z3AAcD7eP3yfBL6sSqXIa+icuxHAzEYB2woECimsuD+D5wN/A+oATwehrsqiuL8DnwCeMrOTgVnBKEwCTwGs9KyIbc45tx24LtDFVFLFXcMngScDXUwlVNz1+xb4NrClVFpFXsN9L5ybHrhSKqXi/gy+A7wT6GIqoeKuXzqgscRHmaO+mb0M1gMtCrxvDmwIUi2Vla7hkdH1O3K6hkdG1+/I6PrJPgpgpZcEtDez1mYWAYwEPghyTZWNruGR0fU7crqGR0bX78jo+sk+CmBFMLMZwE9ARzNbb2ZXOedygBuBz4FlQIJzbkkw66zIdA2PjK7fkdM1PDK6fkdG109KosW4RURERAJMLWAiIiIiAaYAJiIiIhJgCmAiIiIiAaYAJiIiIhJgCmAiIiIiAaYAJiIiIhJgCmAiVZiZfWtmsQH4nnFmtszMXivl/q3MbLG/6yrmu+uY2fXB+G4RkXwKYCJSJDMry1qx1wNnOecu8Vc95agOXr0iIkGjACYSZL7WoGVmNsXMlpjZF2ZW3ffZvhYsM2tgZsm+16PM7D0z+9DM1pjZjWZ2q5n9ZmY/m1m9Al9xqZn9aGaLzayv7/hoM5tqZkm+Y84tcN63zOxD4Isiar3Vd57FZnazb9tzQBvgAzO75YD9Q83sYd/3LDSza4s4Z5H7mNkAM/vOzBLM7Hcz+5+ZXWJmv5rZIjNr69uvoZnN9B2fZGYn+bb/x/cbvzWzP8xsnO8r/we0NbP5vu9tYmazfO8Xm9nJh/dfUkSk9Mry/3BFxH/aAxc558aYWQIwHHi1hGO6Aj2BasAq4J/OuZ5m9hhwOfC4b79o59yJZnYKMNV33F3AN8650WZWB/jVzL7y7d8P6Oac21Hwy8ysN3AlcDxgwC9m9p1z7jozGwTEOee2HVDjVUCKc66PmUUCP5jZF4ArxT4A3YHOwA7gD+AF51xfM/s7cBNwM/AE8Jhz7nsza4m3zEtn3/GdgDigJrDCzCYB44Guzrkevt/1D+Bz59wDZhYKRJVw3UVEjpgCmEjFsMY5N9/3ei7QqhTHJDrndgO7zSwF+NC3fRHQrcB+MwCcc7PMrJYvcA0EzjGz23z7VANa+l5/eWD48ukPvOuc2wNgZu8AJwO/HaLGgUA3Mxvhe18bL2z+Xop9soAk59xG3/etZn+r3CK8YAVwBhBjZvnnq2VmNX2vP3bOZQKZZrYFaFREjUnAVDMLB94r8N9BRMRvFMBEKobMAq9zgeq+1znsHypQ7RDH5BV4n0fh/20fuOCrw2vBGu6cW1HwAzM7HthTTI1WzPZDMeAm59znB3xPq1LsM4DS/cYQoJ9zbu8Bx8PB1/Wgv/N8wfQU4GzgFTN72Dn3cil+m4jIYdMYMJGKLRno7Xs94hD7HcqFAGbWH6+rLwWvm+4m86UUM+tZivPMAoaZWZSZRQPnAbNLOOZzYKyvdQkz6+A7tqz7HMoXwI35b8ysRwn778brkszf/1hgi3NuCvAi0KsM3y0icljUAiZSsT0CJJjZZcA3h3mOnWb2I1ALGO3bdh/eGLGFvhCWDAw51Emcc/PMbDrwq2/TC865Q3U/AryA1506z/c9W4Fhh7HPoYwDnjGzhXh/p80CrjvE79huZj+YNw3Gp8Bi4HYzywbS8MbPiYj4lTl3YO+EiIiIiPiTuiBFREREAkwBTERERCTAFMBEREREAkwBTERERCTAFMBEREREAkwBTERERCTAFMBEREREAkwBTERERCTA/j89ZaID2uQXmQAAAABJRU5ErkJggg==\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_by_solver(arithmetic_total)" - ] - }, - { - "cell_type": "markdown", - "id": "86442811-80b0-4373-8f64-6a79cb1b7c59", - "metadata": { - "jp-MarkdownHeadingCollapsed": true, - "tags": [] - }, - "source": [ - "#### harmonic-right" - ] - }, - { - "cell_type": "markdown", - "id": "7574a63b-e2fa-43c8-afa7-85fbaad5ca52", - "metadata": {}, - "source": [ - "Solve\n", - "\\begin{align*}\n", - "\\frac{\\partial\\phi}{\\partial t} &= \\nabla\\cdot\\left(\\phi\\nabla\\phi\\right)\n", - "\\\\\n", - "\\phi|_{x=0} &= 1\n", - "\\\\\n", - "\\phi|_{x=1} &= 0.1\n", - "\\end{align*}\n", - "- for one timestep of $\\Delta t = 1$\n", - "- on a 2D $1\\times 1$ domain\n", - " - subdivided into $N\\times N$ elements\n", - " - where $N\\equiv\\sqrt{\\mathtt{numberOfElements}}$. \n", - "- The coefficient of the `DiffusionTerm`, $\\phi$, is evaluated as the harmonic mean." - ] - }, - { - "cell_type": "code", - "execution_count": 130, - "id": "e8584436-7a06-4cfc-abca-2075b1490b9c", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "events = []\n", - "for fname in glob.glob(os.path.join(datapath, \"diffusion/harmonic_right/solver.*.log\")):\n", - " events.extend(read_events(fname))\n", - "\n", - "harmonic_right = events2df(events)\n", - "harmonic_right_total = extract_total_times(harmonic_right)" - ] - }, - { - "cell_type": "code", - "execution_count": 131, - "id": "b862e70d-c36e-4ded-99ed-ba9ec6d53077", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_all(harmonic_right_total, color_by_suite=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 132, - "id": "eb0cca9c-782e-4322-a5d9-c815f2ffdf53", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", - " & (linux_total[\"preconditioner\"].isin([\"ILUPreconditioner\"]))],\n", - " harmonic_right_total[(harmonic_right_total[\"package.solver\"] == \"petsc\")\n", - " & (harmonic_right_total[\"preconditioner\"].isin([\"ILUPreconditioner\"]))],\n", - " by=[\"package.solver\", \"preconditioner\", \"solver_class\", \"numberOfElements\"],\n", - " fname=\"solution.npz\", key=\"value\",\n", - " diff_fn=scale_and_diff) " - ] - }, - { - "cell_type": "markdown", - "id": "75a53ee3-50c5-43eb-9346-b15d49c39e7d", - "metadata": { - "jp-MarkdownHeadingCollapsed": true, - "tags": [] - }, - "source": [ - "#### harmonic" - ] - }, - { - "cell_type": "markdown", - "id": "cc7aa024-3f66-42f5-82e3-e172555cd435", - "metadata": {}, - "source": [ - "Solve\n", - "\\begin{align*}\n", - "\\frac{\\partial\\phi}{\\partial t} &= \\nabla\\cdot\\left(\\phi\\nabla\\phi\\right)\n", - "\\\\\n", - "\\phi|_{x=0} &= 1\n", - "\\\\\n", - "\\phi|_{x=1} &= 0\n", - "\\end{align*}\n", - "- for one timestep of $\\Delta t = 1$\n", - "- on a 2D $1\\times 1$ domain\n", - " - subdivided into $N\\times N$ elements\n", - " - where $N\\equiv\\sqrt{\\mathtt{numberOfElements}}$. \n", - "- The coefficient of the `DiffusionTerm`, $\\phi$, is evaluated as the harmonic mean." - ] - }, - { - "cell_type": "code", - "execution_count": 133, - "id": "354afc3d-5c23-4bc6-a4b0-226e2f23ff0b", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "events = []\n", - "for fname in glob.glob(os.path.join(datapath, \"diffusion/harmonic/solver.*.log\")):\n", - " events.extend(read_events(fname))\n", - "\n", - "harmonic = events2df(events)\n", - "harmonic_total = extract_total_times(harmonic)" - ] - }, - { - "cell_type": "code", - "execution_count": 134, - "id": "16745f8c-b0a2-43b4-9d21-b7f9fe001857", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_all(harmonic_total, color_by_suite=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 135, - "id": "3c7194fe-3f82-4204-bdcc-66062bb3e7d1", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_error_matrix(linux_total[(linux_total[\"package.solver\"] == \"petsc\")\n", - " & (linux_total[\"preconditioner\"].isin([\"ILUPreconditioner\"]))],\n", - " harmonic_total[(harmonic_total[\"package.solver\"] == \"petsc\")\n", - " & (harmonic_total[\"preconditioner\"].isin([\"ILUPreconditioner\"]))],\n", - " by=[\"package.solver\", \"preconditioner\", \"solver_class\", \"numberOfElements\"],\n", - " fname=\"solution.npz\", key=\"value\",\n", - " diff_fn=scale_and_diff)" - ] - }, - { - "cell_type": "markdown", - "id": "cdaf219f-2b38-463f-9f84-19a6095294b3", - "metadata": { - "jp-MarkdownHeadingCollapsed": true, - "tags": [] - }, - "source": [ - "#### constant" - ] - }, - { - "cell_type": "markdown", - "id": "d0ea4ca4-8da1-458d-9dc6-e754383405d0", - "metadata": {}, - "source": [ - "Solve\n", - "\\begin{align*}\n", - "\\frac{\\partial\\phi}{\\partial t} &= \\nabla^2\\phi\n", - "\\\\\n", - "\\phi|_{x=0} &= 1\n", - "\\\\\n", - "\\phi|_{x=1} &= 0\n", - "\\end{align*}\n", - "- for one timestep of $\\Delta t = 1$\n", - "- on a 2D $1\\times 1$ domain\n", - " - subdivided into $N\\times N$ elements\n", - " - where $N\\equiv\\sqrt{\\mathtt{numberOfElements}}$. " - ] - }, - { - "cell_type": "code", - "execution_count": 136, - "id": "20f5ef81-590d-4315-86bd-af05735675ce", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "events = []\n", - "for fname in glob.glob(os.path.join(datapath, \"diffusion/constant_diffusion/solver.*.log\")):\n", - " events.extend(read_events(fname))\n", - "\n", - "constant = events2df(events)\n", - "constant_total = extract_total_times(constant)" - ] - }, - { - "cell_type": "code", - "execution_count": 137, - "id": "07355364-a416-417c-809d-4a9a2386dc28", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAwwAAAF3CAYAAAAIBcxQAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAB6RklEQVR4nO3deVxU1fsH8M9h2FdBEEFRUBlgWFXEHffSSstcUjO1xdJWLW0zWywrl76ZpWaZ+tPMXLJFK7NywSUrXFgFBEUBQRFZZZ2Z8/sDhkDZVGBYPu/XixfMvefe+9zLiPPc85xzhZQSREREREREVTHQdwBERERERNR0MWEgIiIiIqJqMWEgIiIiIqJqMWEgIiIiIqJqMWEgIiIiIqJqMWEgIiIiIqJqGeo7gIZgb28vXV1d9R0GERFRozhx4sRVKaWDvuMgopapRSYMrq6uCA0N1XcYREREjUIIcUHfMRBRy9WiSpKEEKOFEF9kZ2frOxQiIiIiohahRSUMUsrdUsonbWxs9B0KEREREVGL0KISBiIiIiIiql8tcgwDERFRa3fixIl2hoaG6wD4gDcIiah6WgCRarX6iZ49e16pqkGLShiEEKMBjO7WrZu+QyEiItIrQ0PDde3bt/dycHDINDAwkPqOh4iaJq1WK9LT01VpaWnrAIypqk2LuuPAMQxERETlfBwcHHKYLBBRTQwMDKSDg0M2Snsjq27TiPEQERFR4zFgskBEdVH2t6LavIAJA9VZYmIifHyqTT6JiIgqycvLE7169fJQq9W3tf2iRYva5ebm1utnlQ4dOvimpqZWKsnesmWLzeuvv96+Po9TlaKiIvH000936Ny5s4+7u7u3r6+v1/bt260BIDs72+Dhhx/u5OLi4uPl5aXy9vb2+uijj+wBQKPRYMaMGS7u7u7eSqVS5ePj4xUTE2MMACtWrGirVCpVSqVS5e7u7v3111+3qSmGcePGuW7YsMG2Ic9z5cqVbadNm9YJAF588UXnN99807G2GMzNzbsDQGxsrLGpqWkPT09PVdeuXb2nTJnSSaPRNGS4dVLxfdO9e3dPoDTWzz//3E7XJiQkxHzGjBkuDR3Lfffd1yUiIsKkoY9TUYsaw0DV02g0UCgU+g6DiIhakU8//dR+zJgxmYaGt/dxY+3atY4zZ868ZmVlpa3n0Cp5+OGHswE06EOc1Go15s6d65yWlmYUExMTZWZmJpOSkgx/++03q7IYXF1dXYsSExMjFQoFLl26ZLhq1Sp7AFi3bp2dbjuFQoGEhAQja2trbUJCgtFHH33kdPr06TNt27bVZGdnG9yYDDXk+dzu77U2Li4uRTExMdElJSXo27evx9dff91m+vTpWbr1JSUlMDIyapBj18WpU6diAODs2bMm27Zts5s1a9Y1AAgODs4PDg7Ob8hjq9VqzJ49+8rixYvbf/vtt432wEb2MDSiTZs2wc/PD/7+/njkkUdw4cIFDBs2DH5+fhg2bBguXrwIAJgxYwaef/559OvXD126dMHOnTsBAA899BB++eWX8v3NmDED3333HTQaDebPn49evXrBz88Pa9euBQAcPHgQQ4YMwZQpU+Dr6wutVounn34a3t7euO+++3DPPfeU7/vEiRMYNGgQevbsibvvvhupqanly/39/dG3b1+sWrWqMS8XERE1c9u3b287ceLELADYs2ePVWBgoMeIESO63njneNeuXdYBAQGeKpXKa9SoUV2ys7MN3nvvvXZXrlwxGjRokLJ3795KtVqNcePGuerusr/zzjvtACAyMtKkX79+Sg8PD5VKpfKKioq65TuvFe+Ijxs3znXGjBku3bt39+zYsaNvxTvhCxcudPTx8fFSKpWquXPnOuuWDx8+vKu3t7dXt27dvJcvX26vW25ubt59zpw5zn5+fp6///675TfffOOwbt26i2ZmZhIAXFxc1E888URmVFSUyenTpy0++eSTFN3NPWdnZ/XixYvTACA1NdXI0dGxRLeua9euJQ4ODprU1FQjCwsLrY2NjQYAbGxstJ6ensUAcOzYMTN/f39PpVKpGjFiRNf09PRKdw23b99ufc8993TRvd6zZ4/V0KFDu1X3+wBK77LPmzfPqWfPnh7r169v0F4KADAyMkJQUFDe2bNnTVauXNl21KhRXYYOHdpt4MCBypycHIMJEya4+vj4eHl5eal0PStqtRpPPvlkR12vy+LFi9sBwI8//mjl5eWlUiqVqgkTJrgWFBQI3TnNnTvXWaVSeSmVStWpU6dMASAtLU3Rv39/dy8vL9WUKVM6S/lfdZ+uN2TBggUdQkNDLT09PVXvvPNOuz179lgNGTKkGwBcvnxZMXz48K5KpVLl7+/v+ffff5sBpT0uEyZMcA0KCvLo2LGj73vvvddOt9/Vq1fb+fr6enl6eqqmTJnSWdczV/F99Oeff1qOHDky7/Dhw9YlJSUN/Sso16J6GOo6S9KcOXNw+vTpWven1WqRkZGBtm3bwsCg5twqICAAK1asqHZ9VFQUFi9ejKNHj8Le3h7Xrl3D9OnTMW3aNEyfPh3r16/H888/jx9++AEAkJqaiiNHjiAmJgZjxozB+PHjMWnSJGzbtg333HMPiouL8eeff2LNmjX46quvYGNjg3///RdFRUXo378/7rrrLgDAP//8g8jISLi5uWHnzp1ITExEREQErly5Ai8vLzz22GMoKSnBc889hx9//BEODg7Ytm0bFixYgPXr1+PRRx/Fp59+ikGDBmH+/Pm1XjMiIqra54cS4NfRBv26ln+exLGEqwhPzsasQV0b9Njzd4a5xKXlmtfWTislcgpKDK3NjNQGQtTYVtneKn/ZeP+k6tYXFhaKpKQkEw8Pj2LdsoiICItTp05FKpXK4uDgYPdNmzbZjhw5Mvf99993CgkJibO2ttYuWLCg/bvvvuu4fPny1DVr1jgeOnQozsnJSX348GHz1NRUo7Nnz0YBwNWrVxUAMGXKFLd58+alTZs2LSs/P19oNJqaA6+Dy5cvG4WGhsacPn3adOzYsd0effTRzF27dlnHx8ebhoeHn5FSYvjw4d1+/fVXy1GjRuVt2bIl0dHRUZOXlye6d++umjp1amb79u01BQUFBj4+PgUrVqy49Pfff5s5OTkV29nZ3dRbcvr0aVMvL6/86ioBHnnkkWvBwcGenp6eVgMHDsyZMWNGRv/+/Qv69OmTb29vX+Li4uLbv3//3AcffDBzypQp2QAwY8YMt48//vjivffemzdnzhznV155xXn9+vXlv6+xY8fmvPDCC51zcnIMrK2ttVu3brUdP378tdTUVMPqfh8AYGpqqj1x4kTsnV7jusjNzTUICQmxfvPNN1PS0tKMTp48aRkeHh7l6OioefbZZzsMGTIkZ8eOHYlXr15VBAYGeo0ZMyZnzZo1bS9cuGASFRUVbWRkhMuXLyvy8/PFU0895bZv375YPz+/orFjx7ouW7bM4c0337wCAPb29uro6OgzH374ocOHH37ouG3btguvvvqqc9++ffOWL1+e+u2339ps3brV/sb4Fi9enPLRRx85HjhwIB4oTbp0615++WVnf3///D/++CPhp59+spo+fbpbTExMNADEx8ebHjt2LDYrK0vh5eXlM3/+/PSoqCiTnTt32oWGhsaYmJjIqVOndvr888/bPvvssxkV30e6/Xfu3Lnw+PHj5gMHDmzQHg2dFtXDUN+zJGVkZCA6OhoZGRl3vK/9+/dj/PjxsLcvfb/Z2dnhr7/+wpQpUwAAjzzyCI4cOVLe/oEHHoCBgQFUKhUuX74MABg1ahT279+PoqIi/PrrrwgODoaZmRn27duHTZs2ISAgAL1790ZGRgbOnj0LAAgKCoKbmxsA4MiRI5gwYQIMDAzQvn17DBkyBAAQGxuLyMhIjBgxAgEBAXjvvfeQnJyM7OxsZGVlYdCgQeUxEhHR7RmZ/S02btmMYwlXAZQmCxu3bMbI7G/1HNl/cgpKDC9cKzDNKSi54xuKaWlphlZWVpUGL/j6+l5XqVTFhoaGmDhx4rXDhw9bHjx40CIhIcE0KCjI09PTU/Xtt9+2vXjxovGN+/P09CxKSkoymT59usvOnTutbW1tNZmZmQaXL182njZtWhYAmJuby/ooXxozZkyWQqFAz549CzMyMowAYO/evdYhISHWKpVK5e3trUpISDCNiYkxBYAlS5Y4enh4qHr27OmVlpZmFBUVZQoACoUCM2bMyLzV47/yyivtPT09Ve3atfMDSnsU4uPjIxctWpRsYGCAe+65x+PHH3+0MjQ0REhIyNlvvvkmwd3dvfDVV191efHFF50zMjIUubm5invvvTcPAGbOnJlx/Phxy4rHMDIywuDBg3O+/fZbm5KSEuzfv99m8uTJWbX9PqZNm3bL53MjUUUyWnFZUlKSiaenpyooKMjzrrvuyp44cWIOAAwcODDH0dFRAwAHDx60/vjjj508PT1VAwYM8CgqKhLx8fHG+/fvt541a1a6rmTJ0dFRExYWZtqxY8ciPz+/IgCYMWNGxpEjR8o/3E+ZMiUTAIKCgvKTkpJMAOD48eNWjz32WAYATJo0Kdva2vqWBlL8888/Vo8//ngGAIwZMyY3KyvLMCMjQwEAd911V5aZmZl0cnJS29nZlSQnJxvu3bvXKjIy0tzf39/L09NTdeTIEetz586ZAFW/j+zt7dVJSUmNVpfVonoY6qqmnoCKioqKsGfPHtx3330wMbmzsSVSyir/gVRUcX3F4+m6wUxNTTF48GD89ttv2LZtGyZPnly+/tNPP8Xdd99daX8HDx6EhYXFTfupKjZvb2/89ddflZZnZWXVGjMREdWNq+9ArIqajme2AMf73IOY479gldFKGPn+X4Mfu6aegIoKSzRid9glm9H+ztmmRoo7mmHJwsJCW1xcXOnG5I3/pwghIKXEgAEDcnbv3n2+pv05ODhoIiMjo7///nvr1atXt9u2bZvd2rVrL95JjNUxNTUtP3fd/51SSsyZMyd1/vz5Vyu23bNnj9WhQ4esQkNDY6ysrLRBQUEeBQUFBgBgbGys1dX5q1SqotTUVOPMzEwDW1vbSkmNv79/4ZkzZ8x14w2XLFmStmTJkjRd6QsAmJmZyYkTJ+ZMnDgxx9HRsWTXrl1t7r///lwDAwMMGTIkf8iQIfmjRo3KeeKJJ1wXLFhwuS7nOWnSpGurVq1qZ29vr/Hz88u3tbXV1vb7qI+EzM7OTn3t2rXy7pTLly8r2rRpU55c6sYw3Lidubl5+bGllNi5c2e8v79/UcU2ZZ+35I3LaqL7fRsaGkq1Wl3+Jq2tuqQmVR1TF5eJiUn5SoVCAbVaLaSUYsKECRmrVq1KuXG7iu8jnaKiIoOK16OhtagehvpmYmKCcePG3XGyAADDhg3D9u3by3srrl27hn79+uHbb0vvLG3ZsgUDBgyodT+TJk3Chg0bcPjw4fIE4e6778aaNWugq2WLi4vD9evXb9p2wIAB+O6776DVanH58mUcPHgQAODh4YH09PTyhKGkpARRUVFo06YNbGxsyns+tmzZcmcXgYioNXMLhtGk/8MKgxVQhHyAFQYrYDTp/wC3YH1HVs7USCEnBLpk3WmyAJR+wNdoNCI/P7/8A1hERIRFTEyMsUajwc6dO+0GDhyYO3jw4OuhoaGWkZGRJkBpGUp4eLgJAFhYWGh09fOpqamGZbMFZb333nspERER5nZ2dtr27dsXb968uQ0AFBQUCN2sSm5ubt53eg4VjRo1Kmfz5s32unjOnz9vlJKSYpiVlaWwsbHRWFlZaU+dOmUaFhZmUdX2VlZW2kmTJl2dOXNmp8LCQgEAFy5cMFq9erWdj49PkZ+f3/UXXnihg65uPT8/X+g+dB45csQ8MTHRCCidxCQiIsKsc+fOxYmJiUZHjhwpLzULDQ0179ChQ3Hbtm011tbWmr1791oCwFdffdW2b9++eTfGdO+99+ZGRUWZf/nll/YTJky4BgA1/T5u9P777zu8//77Drd6LYcMGZL73Xff2emuw5o1a+z79euXe4v7yPnoo48ctdrSz8xHjx41A4Dhw4fnfP755w66z0SXL19WBAQEFKakpBjrzmnTpk1tBw4cWOPx+vTpk7t+/fq2QOl4j5ycnJvqxWxsbDR5eXlV1pH16dMnd8OGDW2B0qTS1tZWXVU5ms7IkSNz9uzZY5uSkmKoizsuLu6mnjad8+fPm3Tv3r2wpnOoT62yh0EfvL29sWDBAgwaNAgKhQLdu3fHypUr8dhjj2HZsmVwcHDAhg0bat3PXXfdhWnTpmHMmDEwNi59Hz3xxBNITExEjx49IKWEg4ND+ViIisaNG4c///wTPj4+UCqV6N27N2xsbGBsbIydO3fi+eefR3Z2NtRqNebMmQNvb29s2LABjz32GMzNzW/qwSAioltzTKtCpGY4XjDciS804+GjVaGfvoNqQMHBwdn79u2zfOCBB3IBICAgIO+ll17qGBMTY9a7d+/cRx55JEuhUGDt2rWJkyZN6lJcXCwA4K233krx8/Mrmj59+tVRo0a5t2vXrmTFihVJjz/+uKtWqxUAsGjRomQA+Prrr8/PnDmz87vvvutsZGQkd+zYkVB2p7zaLnJ/f3+Vrrdj9OjR1/z8/ApqO5cHH3wwJyoqyrRXr16eQOnd7i1btpwfN25c9hdffOGgVCpVXbt2LfT397/5jl2ZFStWpMyZM6eDUqn0NjExkWZmZpq33nrrUtl5JD777LMunTt39m3Tpo3a1NRUu3DhwmSgtLzrqaee6qzrsQkICLj+6quvXklOTjaaN29ex8uXLxuZmJhIOzu7ki+//PIiAGzYsOH87NmzOz///PMGnTp1Ktq6dWvijfEYGhpi2LBh2Tt37my7ffv2RKB0sHV1v48bt4+JiTHr37//TYnIjT7++GOntWvXlk+tevny5fDQ0FBzPz8/LwMDA3Tu3Llow4YNtzTjz4cffnjpySef7OTp6amSUoqOHTsWHThwIH7u3LnpcXFxJp6ent6GhoZy+vTp6a+//nr6559/njhhwoSuGo0G/v7++fPmzUuvbf/jxo3rolKpvPr27Zvn5ORUfGOboKCgAkNDQ+nh4aGaMmXK1Z49e5a/j5YsWXJpypQprkqlUmVmZqbduHFjjT1oPXv2LHzjjTdShg0bptRqtTAyMpIrV668qFQqbzpuUlKSoYmJiezcuXOjjXoWtXXTNEeBgYEyNDRU32E0SXl5ebC0tERGRgaCgoJw9OhRtG/f4FNPExG1eroxC6uMVsKo9xMo+Xsdnil5HjMefqTSQOjbIYQ4IaUMrLgsLCws0d/f/2p12zSGo0ePmi1btqz9Dz/8cH7Pnj1WFQeINqStW7faJCQkmLzxxhtXGvpYrdmQIUO6/frrrwkVS7io4b3zzjvtrK2ttXPnzq3Xf99hYWH2/v7+rlWta1E9DHWdJak1u++++5CVlYXi4mIsXLiQyQIRUSO5GvFHabJQVoZk5DYQq76djl8jnICuk/QdXoPo379/wb///ptzuw9uu12TJ09u0GcqUKnGSP7oZm3atNE8/fTTdz4jzy1gDwMREVFjOLIC6NCj8piF8yFAyklgwJw72nVT7WEgouaj1fQwEBERNVlVJQVuwU1q0DMRUVU4SxIREREREVWLCQMREREREVWLCQMREREREVWLCUMTtnHjRly6dEnfYTSowYMHgwPUiYhapry8PNGrVy+P250ladGiRe10D2KrLx06dPBNTU2tNIZzy5YtNq+//nqDTxtYUlKCZ599tkPnzp19PD09VZ6enqpXXnml/LhCiJ4PPPCAW8X2tra2/kOGDOkGACtXrmxra2vr7+npqXJzc/N+55132unavvjii87t2rXz0+3X09NTdfXqVUVubq7BmDFj3JRKpcrd3d27Z8+eHrqHz73yyivtu3Xr5q1UKlWenp6q/fv3V/nQOZ2goCCPkJAQ85ra3KkXX3zR+c0333QEgHHjxrlu2LDBtqYYYmNjjd3d3b2B0gekWVlZBXh5eam6dOni/dJLLzk1ZKx1pXtid2JiotHIkSO7AMCxY8fMtm3bZqNr01jvwX79+inT09OrfNhcTZgwVGHp0qU4cOBApWUHDhzA0qVLGzWOpp4waDQafYdARERN2Keffmo/ZsyYTEPD25tjZe3atY55eXkN/lnl4Ycfzn7//ffTGvIYarUaL7zwQofU1FSjM2fORMXExET/9ddfMSUlJeXnZ2Zmpo2NjTXLy8sTAPD9999bOzo6Vno41+jRozN1265YscIpPj7eSLdu1qxZl2NiYqJ1X/b29pr333+/Xbt27Uri4uKiz549G7V+/fpEY2Nj+ccff1j89ttvbSIiIqLj4uKiDxw4ENelS5ebHhLWUNeioQQGBuadOXMm+vTp02d27tzZ9vDhw5USHN0ToPXB1dW1ZO/eveeA0qdy//zzz+UJQ0O/B7VaLTQaDSZPnpyxfPnyW346d4tKGIQQo4UQX2Rn39n0y7169cLEiRPLk4YDBw5g4sSJ6NWr123vMzExEV5eXpg5cya8vb1x1113oaCg9IGAp0+fRp8+feDn54exY8ciMzMTO3fuRGhoKB5++GEEBASUt9WJj4/H8OHD4e/vjx49eiAhIQFSSsyfPx8+Pj7w9fXFtm3bAAAHDx7E4MGDMX78eHh6euLhhx+GlBK//vorJk6cWL7PgwcPYvTo0QCAffv2oW/fvujRowcmTJiAvLzSBzm6urpi0aJFGDBgAHbs2IFffvkFnp6eGDBgAJ5//nncd999AIDr16/jscceQ69evdC9e3f8+OOPAICCggJMmjQJfn5+eOihh246LyIiajm2b9/eduLEiVlA6d3fwMBAjxEjRnTt2rWr95QpUzrpbjzt2rXLOiAgwFOlUnmNGjWqS3Z2tsF7773X7sqVK0aDBg1S9u7dW6lWqzFu3DhXd3d3b6VSqdLdXY+MjDTp16+f0sPDQ6VSqbyioqJMbjXOlStXtp02bVonoPSu9owZM1y6d+/u2bFjR9+Kd7gXLlzo6OPj46VUKlVz58511i0fPnx4V29vb69u3bp5L1++vPwpfObm5t3nzJnj7Ofn5/n7779bfvPNNw7r1q27aG5uLgHA1tZW+7///a/SncFhw4Zl79ixow0AbN261W7cuHHXqoq5ffv2mk6dOhUlJSUZVbVeJzU11ahDhw7ln5L9/f2LzMzMZEpKipGdnZ3azMxMAoCTk5Pa1dW1BAB+/PFHKy8vL5VSqVRNmDDBtaCgoNJTs5csWeIwa9asjhWv3/Tp010AYPXq1Xa+vr5enp6eqilTpnTWJQcVr8Wff/5pWVPM9cHa2lrr6+ubHxsba/Liiy86T548uXP//v3dH3zwQbdLly4Z3n333V19fHy8fHx8vPbt22cBANnZ2Qbjx493VSqVKqVSqdq4cWMbAFi7dq2drodm9uzZHXTHMDc37/7cc8918PDwUPn7+3smJSUZAkBMTIxxQECAp4+Pj9cLL7xQ/j7R9YYUFhaKDz74wHn37t22np6eqi+//NK24nswLi7OuG/fvkqlUqnq27ev8uzZs8bArb83Y2Njjbt06eI9derUTt7e3qqEhATjSZMmZe3atavtrV7PFpUwSCl3SymftLGxqb1xDYYMGYLt27dj4sSJePPNNzFx4kRs374dQ4YMuaP9nj17Fs888wyioqLQpk0bfPfddwCAadOmYcmSJQgPD4evry/eeecdjB8/HoGBgdiyZQtOnz4NMzOzSvt6+OGH8cwzzyAsLAzHjh2Dk5MTdu3ahdOnTyMsLAx//PEH5s+fj9TUVADAqVOnsGLFCkRHR+PcuXM4evQoRowYgePHj+P69dKn2G/btg0PPfQQrl69ivfeew9//PEHTp48icDAQPzvf/8rP7apqSmOHDmCBx54AE899RR+/fVXHDlyBOnp/z1lffHixRg6dCj+/fdfHDhwAPPnz8f169exZs0amJubIzw8HAsWLMCJEyfu6JoSEVEd/PCMC74Y4lHr19pBHvgkwBtrB9Xe9odnXGo6ZGFhoUhKSjLx8PAov2sdERFh8cknnyTFxsZGJSYmmmzatMk2NTXV8P3333cKCQmJi46OPtOjR4/8d9991/GNN9640q5du5JDhw7F/f3333F//fWXeWpqqtHZs2ej4uLiop955pkMAJgyZYrbrFmzrsTGxkaHhobGdOrU6Y5vIV++fNkoNDQ05scffzz71ltvdQBKk5r4+HjT8PDwM2V3sM1//fVXSwDYsmVLYlRU1JnTp09Hr1271jEtLU0BAAUFBQY+Pj4F4eHhMXZ2dhonJ6diW1tbbU3HfuSRR65t27bNNj8/X5w5c8a8b9++16tqd/bsWeOioiKD3r17l995+/zzzx115Ui9e/dWAsCTTz559dNPP20fEBDg+fzzzztHRESYAMADDzyQc+nSJWNXV1efqVOndvr5558tASA/P1889dRTbtu2bUuIi4uLVqvVWLZsWaU70o888kjmL7/80kb3eufOnXZTpkzJPHnypOnOnTvtQkNDY2JiYqINDAzk559/3vbGa3H33Xfn3fIv5RalpaUpTp06ZREQEFAAAOHh4ea//fZb/O7du88/9dRTLi+++OLlyMjIM99//33CrFmzXAHg1VdfdbK2ttbExcVFx8XFRd977725iYmJRm+//XaHgwcPxkVHR0edOnXKYvPmzW1059S3b9+82NjY6L59++Z9+umnDgDw9NNPd3riiSfSIyMjz7Rv3/6m96Opqal87bXXLul6i2bOnJlZcf2sWbM6TZkyJSMuLi76oYceypg9e3b5v7VbfW8mJiaaPvrooxlnzpyJViqVxQ4ODpri4mKhe4/WVYtKGOrTkCFDMHv2bLz77ruYPXv2HScLAODm5oaAgAAAQM+ePZGYmIjs7GxkZWVh0KBBAIDp06cjJCSkxv3k5uYiJSUFY8eOBVD6Ad7c3BxHjhzB5MmToVAo4OjoiEGDBuHff/8FAAQFBaFjx44wMDBAQEAAEhMTYWhoiJEjR2L37t1Qq9X4+eefcf/99+P48eOIjo5G//79ERAQgP/7v//DhQsXyo//0EMPAQBiYmLQpUsXuLmVlltOnjy5vM2+ffvw4YcfIiAgAIMHD0ZhYSEuXryIkJAQTJ06FQDg5+cHPz+/O76uRERUTwqzDZF53hSF2Xf8nKa0tDRDKyurSrUnvr6+11UqVbGhoSEmTpx47fDhw5YHDx60SEhIMA0KCvL09PRUffvtt20vXrxofOP+PD09i5KSkkymT5/usnPnTmtbW1tNZmamweXLl42nTZuWBQDm5ubSysqqxg/kdTFmzJgshUKBnj17FmZkZBgBwN69e61DQkKsVSqVquxurWlMTIwpACxZssTRw8ND1bNnT6+0tDSjqKgoUwBQKBSYMWNGZlXH+OSTT9p6enqq2rdv71exrKh3794FycnJJl9++aXd8OHDbyqZ2L17t223bt28vby8fGfPnn1Z11sBVC5J+vvvv+MAoF+/fgXnz5+PmDt3btq1a9cM+/Xr53Xy5ElTGxsbbWRkZPRnn312wcHBQT19+vSuK1eubBsWFmbasWPHIj8/vyIAmDFjRsaRI0esKsbg7OysdnFxKfrzzz8t0tLSFOfOnTMdMWJE3t69e60iIyPN/f39vTw9PVVHjhyxPnfunElt1+JWCCFueuJwxWWhoaGWXl5eqmHDhilfeOGFtMDAwEIAGDlyZJalpaUEgKNHj1q/8MILnTw9PVWjR4/ulpeXp8jMzDQICQmxnjt37hXdvhwcHDRHjhyx6NOnT66zs7PayMgIDz300LVDhw5ZAoCRkZGcNGlSNgD07Nnz+oULF4wB4OTJk5YzZ868BgBPPfXULT+R+dSpUxZPPvnkNQCYPXv2tRMnTpT3yNzqe9PJyal42LBhlZLOtm3bqqv6N1YTPritGgcOHMCaNWuwcOFCrFmzBkOGDLnjpMHE5L9eUoVCcdvlONU9nbump3bfeGxdF+FDDz2EVatWwc7ODr169YKVlRWklBgxYgS2bt1a5b4sLCxqPZ6UEt999x08PDxuWieEqGILIiJqMA+sSqpTu5ICgchdNvB5MBtGZtX/ka8DCwsLbXFxcaUbkzf+/RdCQEqJAQMG5Ozevft8TftzcHDQREZGRn///ffWq1evbrdt2za7tWvXXryTGKtjampafu66/+uklJgzZ07q/PnzKz09e8+ePVaHDh2yCg0NjbGystIGBQV5FBQUGACAsbGxVjd+Q6VSFaWmphpnZmYa2Nraal944YWMF154IcPd3d1bo9FUujAjR47Meuutt1z27dsXe+XKlUqf1UaPHp25adOmi3/88YfFuHHj3MeOHZvdqVOnGgcF2NjYaKdPn541ffr0rGnTpuHHH3+06dGjR6GhoSHuu+++3Pvuuy/Xz8+vYPPmzW0DAwPz63KNxo8fn7l161ZbT0/PwlGjRmUaGBhASikmTJiQsWrVqpQb21e8FnfC1tZWnZGRUb6j9PR0Q1tb2/LzDwwMzDtw4ED8jdtZWFiUJ5JSSoSGhp7RJRAVl9/4Hq3ps46hoaE0MDDQ/Qy1Wl2+sYGBwR39+6nOrbw3Y2Njjc3NzW9KoIuKikRVy2vCHoYq6MYsbN++HYsWLSovT7pxIHR9sLGxga2tLQ4fPgwA2Lx5c3lvg5WVFXJzc2/axtraGh07dsQPP/wAACgqKkJ+fj6Cg4Oxbds2aDQapKenIyQkBEFBQTUef/DgwTh58iS+/PLL8p6DPn364OjRo4iPL/33lp+fj7i4uJu29fT0xLlz55CYmAgA5WMmAODuu+/Gp59+Wv5mPnXqFAAgODgYW7ZsAQBERkYiPDy8TteJiIgagZGZRPeHs+40WQBKP+BrNBqRn59f/iEqIiLCIiYmxlij0WDnzp12AwcOzB08ePD10NBQy8jISBMAyM3NNQgPDzcBAAsLC41uRp/U1FRDjUaDGTNmZL333nspERER5nZ2dtr27dsXVygREbpZldzc3Lzv9BwqGjVqVM7mzZvtdfGcP3/eKCUlxTArK0thY2OjsbKy0p46dco0LCysypmGrKystJMmTbr6+OOPd9JdE7VajZKSkpvuos2ePfvqSy+9dCkoKKjaO4vDhw+//uCDD2YsWbLEsaa49+3bZ6GbFaewsFDExcWZurq6FoeFhZnoypMA4NSpU2YdO3YsDggIKExJSTHW/T42bdrUduDAgTd9GJk6dWrm3r17bXfs2GE3ZcqUawAwcuTInD179timpKQYAsDly5cVcXFxVd7JfuaZZzps2rSpTU2xVyU4ODh38+bNdlpt6efdr776qsr4ajJgwICcJUuWlM8wdezYMTMAGDx4cM7//ve/8uXp6emK4ODg63///bdVamqqoVqtxo4dO+wGDx5cY0lVjx498r788ks7APjyyy+rHC9gbW2tqW5Af/fu3a+vW7fOFigdPxEYGFjj8ap7b1bVVqvVIj093cjDw6Oopn3eiAlDFf79999KYxZ0Yxp05T317f/+7/8wf/58+Pn54fTp03jzzTcBADNmzMCsWbOqHPS8efNmrFy5En5+fujXrx/S0tIwduxY+Pn5wd/fH0OHDsXSpUvRvn3NM3QpFArcd999+PXXX8sHLDs4OGDjxo2YPHky/Pz80KdPH8TExNy0rZmZGVavXo2RI0diwIABcHR0hG78yMKFC1FSUgI/Pz/4+Phg4cKFAIDZs2cjLy8Pfn5+WLp0aa0JDRERNV/BwcHZ+/btKy+nCAgIyHvppZc6KpVK706dOhU98sgjWc7Ozuq1a9cmTpo0qYtSqVT17NnTMyIiwhQApk+ffnXUqFHuvXv3ViYmJhoNGDDAw9PTU/XYY4+5LVq0KBkAvv766/OrVq1qp1QqVYGBgZ5JSUmGqamphlLKaruz/f39VY6Ojn6Ojo5+TzzxRMfq2lX04IMP5kyYMOFar169PJVKpWrs2LFds7KyFOPGjctWq9VCqVSqXn/9dWd/f/8qxxwAwCeffJLSvn37Ek9PT28vLy9Vr169PB966KGrnTt3rlTn3rVr15KFCxdeqW4/Om+99Vbatm3b7DMzMw2AymMYPD09VbGxscZxcXGm/fv391AqlSofHx9VQEBA/vTp0zNzcnIU06ZNc+vatau3UqlUxcTEmC1ZsuSSubm5/PzzzxMnTJjQValUqgwMDDBv3rz0G4/t4OCgcXd3L0hJSTEZMmRIPgD07Nmz8I033kgZNmyYUqlUqoYOHaqsblB2dHS0mbOzc63jTebOndtZ97sKCAjwfPHFF69aWlpqPT09VR4eHqrr168bvPXWW5dr209FX3zxRdLJkyctlEqlqmvXrt6fffaZAwB88MEHqVlZWQp3d3dvDw8P1S+//GLVuXPnkjfffDNl0KBBSi8vL28/P7/8qVOnZtW0/9WrV1/84osv2vn4+HhlZ2dXOVZg1KhRuXFxcWa6Qc8V161Zs+bi5s2b7ZVKpWrr1q1tV69eXWMPYXXvzaraHjlyxLx79+7XjYxqHCt/E1FTV0tzFRgYKDm3f+PIy8uDpaUlpJR45pln4O7ujrlz5+o7LCKiJmd95Hr4tPVBkNN/N0r+Sf0HkRmReMznsTvatxDihJQysOKysLCwRH9//6vVbdMYjh49arZs2bL2P/zww/k9e/ZYffTRR45VlYvUt61bt9okJCSYvPHGG7V+6Cb9GDBggPuRI0fO6juO1ubRRx91eeCBB7Luv//+m3plwsLC7P39/V2r2o49DHRHvvzySwQEBMDb2xvZ2dl46qmn9B0SEVGT5NPWB/MOzcM/qf8AKE0W5h2aB5+2PnqOrOH079+/YPDgwTkNOe9+VSZPnpzNZKFpY7KgHz4+PgVVJQu1YQ8DERFRI9ElCRM9JmJ77HYsH7S8Uo/D7WqqPQxE1Hywh4GIiKgJCHIKwkSPiVgbvhYTPSbWS7JARNTQWlTCUF9PeiYiImoI/6T+g+2x2/GU31PYHru9vDyJiKgpa1EJQ3096ZmIiKi+6cqRlg9ajme7P4vlg5ZXGtNARNRUtaiEgYiIqKmKzIisNGYhyCkIywctR2RGpJ4jIyKqGRMGIiKiRvCYz2M3jVkIcgq64ylVm7K8vDzRq1cvj9udJWnRokXtdA9iqy8dOnTwTU1NrfRQqy1btti8/vrrNT+4qB4EBQV5uLq6+nh4eKh69OjhGRYWZgKUPnn36aef7tC5c2cfd3d3b19fX6/t27dbA0B2drbBww8/3MnFxcXHy8tL5e3t7fXRRx/ZA0DZg+xc3N3dvcues+AVExNT5YPSdKo6//o2btw41w0bNtjqzjkkJMS8phj27NljNWTIkG4AsHLlyra2trb+np6eqq5du3rrzlWfYmNjjd3d3b0BICQkxHzGjBkuQGncv//+e/mD+pYuXerw2WefVfmgtvpSWFgoAgMDPUpKan2ERb1q0DcMERERtV6ffvqp/ZgxYzINDW/v48batWsdZ86cec3Kykpbz6FV8vDDD2cDaNABkLqkadOmTeeCg4Pzly9fbj937lyX/fv3x8+dO9c5LS3NKCYmJsrMzEwmJSUZ/vbbb1Zlsbm6uroWJSYmRioUCly6dMlw1apV9gCwbt06O912CoUCCQkJRtbW1g16rYDSpwVLKaFQVPlssDs2evTozE2bNl1MSUkx9PHx8Z44cWKWi4tLedZZUlKCW33wWH0JDg7ODw4OzgeA/fv3W1laWmpGjBhxHQBefvnlmx5wV5/UajVMTU3loEGDctatW2c3e/bsaw15vIrYw0BEREQNYvv27W0nTpyYBZTejQ0MDPQYMWJE165du3pPmTKlk0ajAQDs2rXLOiAgwFOlUnmNGjWqS3Z2tsF7773X7sqVK0aDBg1S9u7dW6lWqzFu3DhX3d30d955px0AREZGmvTr10/p4eGhUqlUXlFRUSa3GufKlSvbTps2rRNQend8xowZLt27d/fs2LGjr+5OOQAsXLjQ0cfHx0upVKrmzp3rrFs+fPjwrt7e3l7dunXzXr58efkdcXNz8+5z5sxx9vPz8/zzzz8tKx5z2LBheRcuXDDJzc01+OabbxzWrVt30czMTAKAi4uL+oknnsiMiooyOX36tMUnn3ySovtw7uzsrF68eHEaAKSmpho5OjqW6NZ17dq1xMHBQQMAa9eutVMqlSp3d3fv2bNnd7jxnGfPnt3hww8/dNC9fvHFF53feustx+rOMzY21rhLly7eU6dO7eTt7a1KSEiosSejPnTo0EHdqVOnovj4eONx48a5PvHEEx179+6tfPrppztGRUWZDBw40N3b29urZ8+eHqdOnTIFgKSkJMMRI0Z09fDwUHl4eKh0PQBvv/22o7u7u7e7u7v3okWL2lU8p0mTJnXu1q2bd//+/d3z8vIEABw+fNjcw8NDFRAQ4Pm///2vnS4mXW9IbGys8aZNmxx0T9feu3ev5Ysvvuj85ptvOgLAsWPHzPz9/T2VSqVqxIgRXdPT0xVAaY/L7NmzO/j6+nq5urr67N271xIoTQaeeuqpjrrrvmzZMnvd8Xr37q0cPXq0m4eHhzcAjB8/Puvbb7+1a+jrXxF7GIiIiFq4hUcXusRnxpvX1k4rtcgtzjW0MrZSG4ia7yl2s+2W/27/d5OqW19YWCiSkpJMPDw8inXLIiIiLE6dOhWpVCqLg4OD3Tdt2mQ7cuTI3Pfff98pJCQkztraWrtgwYL27777ruPy5ctT16xZ43jo0KE4Jycn9eHDh81TU1ONzp49GwUAV69eVQDAlClT3ObNm5c2bdq0rPz8fKHRaESdL0w1Ll++bBQaGhpz+vRp07Fjx3Z79NFHM3ft2mUdHx9vGh4efkZKieHDh3f79ddfLUeNGpW3ZcuWREdHR01eXp7o3r27aurUqZnt27fXFBQUGPj4+BSsWLHiEgAsXLiw/Bi7du2y8fT0LIiOjjZxcnIqtrOzu6ln4PTp06ZeXl751d3Jf+SRR64FBwd7enp6Wg0cODBnxowZGf379y9ITEw0evvttzucOHHijIODg3rgwIHKzZs3t3nkkUeydNtOnTr12pw5czq9+uqr6QDw448/2u7du/dsdefZpUuX4sTERNMvv/wy8euvv754p9e4LqKjo42TkpJMVCpVEQAkJCSYHj16NM7Q0BB9+/ZVfvHFFxd8fX2L9u/fbzF79uxOx48fj5s1a1angQMH5r755psJarUa2dnZisOHD5t/8803bU+cOHFGSomePXt6DRs2LNfe3l5z8eJF06+//vpcv379Ltxzzz1dNm3aZPv0009fe/zxx10//vjji/fee2/eU0891fHG2Dw8PIqnTZuWbmlpqVm0aNFlANi3b5+1bv2MGTPcdNvPmTPH+ZVXXnFev359EgCo1WoRERFxZtu2bTaLFi1yHjlyZNyKFSvsbWxsNJGRkWcKCgpEr169PEePHp0DAOHh4RanTp2K8vT0LAaAXr16FYSHh1vcGFNDYsJAREREAIDc4lzDpLwkUxdLl0IbE5s7ejxzWlqaoZWVVaV9+Pr6XlepVMUAMHHixGuHDx+2NDU11SYkJJgGBQV5AkBJSYno2bNn3o378/T0LEpKSjKZPn26y+jRo7PHjh2bk5mZaXD58mXjadOmZQGAubm5BHDHT6QdM2ZMlkKhQM+ePQszMjKMAGDv3r3WISEh1iqVSgUA+fn5BjExMaajRo3KW7JkiePPP//cpuy8jaKiokzbt29/XaFQYMaMGZkV9z1t2rQupqam2o4dOxZ9/vnnFzMyMur8WeyVV15p/+OPP9pdu3bN8MqVK+Fdu3YtiY+Pj9y9e7fVn3/+aX3PPfd4bNq0KSE3N1fRp0+fXGdnZzUAPPTQQ9cOHTpkWTFh6N+/f0FGRoZhYmKiUWpqqqGNjY3G3d29eNmyZe2qOs8uXboUOzk5FQ8bNuz6nV7fqgjxX563e/duW09PT0tjY2PtihUrLjg6OmoA4MEHH8w0NDREdna2walTpywnTJjQVbdNcXGxAIBjx45Z7dy58zwAGBoaom3btpqDBw9a3nPPPVm6cq17770388CBA1YTJkzI6tChQ1G/fv0KAKB79+75iYmJJhkZGYrc3FzFvffemwcAjz32WMb+/fvrPAXnjdvPnDkzY8KECV106ydMmJAJAP369bs+f/58YwD4448/rGNiYsx/+uknWwDIzc1VREdHmxobG0s/P7/rumRBd15GRkYyMzPTwNbWtsFL0AAmDERERC1eTT0BFRWqC8XexL02I11HZpsamt7RB28LCwttcXFxpW6Kih8Kda+llBgwYEDO7t27z9e0PwcHB01kZGT0999/b7169ep227Zts1u7dm2D3Ok2Nf3v3KWU5d/nzJmTOn/+/EpPz96zZ4/VoUOHrEJDQ2OsrKy0QUFBHgUFBQYAYGxsrL1x/IZuDIPutaOjoyY1NdW4qg9//v7+hWfOnDHXaDRQKBRYsmRJ2pIlS9LMzc2769qYmZnJiRMn5kycODHH0dGxZNeuXW2GDx+eW5fzHD16dObXX39tm5aWZjRu3LhrNZ1nbGyssbm5eb18OLW1tVVfvXpV4eTkpAZKP2Db2dmVJ5e6MQw3bmdpaakFSgd7W1lZqWNiYqLrcjzd77AqxsbG5SsVCoUsKCgwkFLe9F6tT7r3l6GhIXQ9YlJK8dFHH10cN25cTsW2e/bssarqupeUlIiyBLlRcAwDERERAQBMDU3lA90eyLrTZAEo/YCv0WhEfn5++SeviIgIi5iYGGONRoOdO3faDRw4MHfw4MHXQ0NDLSMjI00AIDc31yA8PNwEACwsLDTZ2dkGAJCammpYNitQ1nvvvZcSERFhbmdnp23fvn3x5s2b2wBAQUGB0M2q5Obm5n2n51DRqFGjcjZv3myvi+f8+fNGKSkphllZWQobGxuNlZWV9tSpU6ZhYWG3VCpiZWWlnTRp0tWZM2d2KiwsFABw4cIFo9WrV9v5+PgU+fn5XX/hhRc66AZN5+fnC90H4CNHjpgnJiYaAaUfoiMiIsw6d+5cHBwcfP3vv/+2Sk1NNVSr1dixY4fd4MGDb+q1eeSRR6599913dnv27LGdOnVqZk3nWVXsY8eOdT1w4ECtpW436tevX+5XX33VFiit3d+yZUvbwYMH1ynJAQA7Ozttx44di9evX28LlA7C/uuvv8wAoH///rnLli1z0O372rVrBkOHDs375Zdf2uTm5hrk5OQY/PLLL7ZDhgyp9nj29vYaS0tLzW+//WYJABs3bqxyvICVlZUmNzf3pnqxtm3baqytrTW68QlfffVV2759+950/SsaMWJE9po1axyKiooEAISHh5vk5ORU+Tk9LS1NYWtrqzYxMWm0hIE9DERERNQggoODs/ft22f5wAMP5AJAQEBA3ksvvdQxJibGrHfv3rmPPPJIlkKhwNq1axMnTZrURVdW8tZbb6X4+fkVTZ8+/eqoUaPc27VrV7JixYqkxx9/3FWr1QoAWLRoUTIAfP311+dnzpzZ+d1333U2MjKSO3bsSLC1tdVKKau9Rezv76/S3UEePXr0NT8/v4LazuXBBx/MiYqKMu3Vq5cnAJibm2u3bNlyfty4cdlffPGFg1KpVHXt2rXQ39//lkt2VqxYkTJnzpwOSqXS28TERJqZmWneeuutS2Xnl/jss8+6dO7c2bdNmzZqU1NT7cKFC5OB0rKvp556qrOuJycgIOD6q6++esXc3Fy++eabKYMGDVJKKcWwYcOyp06dmnXjcQMDAwuvX79u4OjoWNy5c+eSms7T0NDwpg+nZ86cMXdxcal1fs+xY8e667bv0aNH3tdff31hxowZnTw8PFRSSgwdOjRn9uzZGbdyzbZu3Xpu5syZnZcsWeKkVqvF2LFjr/Xt27dgzZo1F2fMmNFZqVTaGxgY4LPPPrswfPjw61OmTMno0aOHFwA88sgj6f379y+IjY2tduD2V199lfjEE0+4mpmZaYcOHZpTVZtx48ZljR8/vuuvv/7aZsWKFZV6RDZs2HB+9uzZnZ9//nmDTp06FW3dujWxpvOZO3fu1cTERBNfX18vKaWws7Mr+eWXXxKqavvrr79aDxs2rEFn9bqRqKmbprkKDAyUoaGh+g6DiIioUQghTkgpAysuCwsLS/T3979a3TaN4ejRo2bLli1r/8MPP5zfs2eP1UcffeR44MCB+IY+7tatW20SEhJM3njjjSsNfazW6tq1awYPP/yw66+//npO37G0NnfddVfXZcuWJfv7+xfV537DwsLs/f39Xataxx4GIiIiahD9+/cv+Pfff3Nu98Ftt2vy5MmNeve1NbKzs9MyWWh8hYWFYsyYMVn1nSzUhj0MREREzVxT7WEgouajph4GDnomIiIiIqJqtaiEQQgxWgjxRXY2eyKJiKjV0+oGCBMR1aTsb0W10+a2qIRBSrlbSvmkjU2dn61BRETUUkWmp6fbMGkgoppotVqRnp5uAyCyujYc9ExERNQCqdXqJ9LS0talpaX5oIXdICSieqUFEKlWq5+orgETBiIiohaoZ8+eVwCM0XccRNT88Y4DERERERFViwkDERERERFViwkDERERERFViwkDERERERFViwkDERERERFViwkDERERERFViwkDERERERFViwkDERERERFViwkDERERERFViwkDERERERFViwkDERERERFViwkDERERERFViwkDERERERFViwkDERERERFViwkDERERERFViwkDERERERFViwkDERERERFVq8knDEKIB4QQXwohfhRC3KXveIiIiIiIWhO9JAxCiPVCiCtCiMgblo8UQsQKIeKFEK8CgJTyBynlTAAzADykh3CJiIiIiFotffUwbAQwsuICIYQCwCoAowCoAEwWQqgqNHmjbD0RERERETUSvSQMUsoQANduWBwEIF5KeU5KWQzgWwD3i1JLAPwqpTxZ3T6FEE8KIUKFEKHp6ekNFzwRERERUSvSlMYwdACQVOF1ctmy5wAMBzBeCDGruo2llF9IKQOllIEODg4NGykRERERUSthqO8AKhBVLJNSypUAVjZ2MERERERE1LR6GJIBuFR43RHAJT3FQkREREREaFoJw78A3IUQbkIIYwCTAPx0KzsQQowWQnyRnZ3dIAESEREREbU2+ppWdSuAvwB4CCGShRCPSynVAJ4F8BuAMwC2SymjbmW/UsrdUsonbWxs6j9oIiIiIqJWSC9jGKSUk6tZ/guAXxo5HCIiIiIiqkZTKkkiIiIiIqImpkUlDBzDQERERERUv1pUwsAxDERERERE9atFJQxERERERFS/mDAQEREREVG1mDAQEREREVG1WlTCwEHPRERERET1q0UlDBz0TERERERUv1pUwkBERERERPWLCQMREREREVWLCQMREREREVWrRSUMHPRMRERERFS/WlTCwEHPRERERET1q0UlDEREREREVL+YMBARERERUbWYMBARERERUbWYMBARUe2OrADOh1Redj6kdDkREbVoTBiIiKh2HXoAO2b8lzScDyl93aGHPqMiIqJGYKjvAOqTEGI0gNHdunXTdyhERC2LWzAwYWNpkhD4OBD6Velrt2A9B0ZERA2tRfUwcFpVIqIG5BZcmiyELC39zmSBiKhVaFEJAxERNaDzIaU9C8Evl36/cUwDERG1SEwYiIiodroxCxM2AkMX/FeexKSBiKjFY8JARES1SzlZecyCbkxDykl9RkVERI2gRQ16JiKiBjJgzs3L3II5joGIqBVgDwMREREREVWLCQMREREREVWrRSUMQojRQogvsrOz9R0KEREREVGL0KISBj6HgYiIiIiofrWohIGIiIiIiOoXEwYiIiIiIqoWEwYiIqqz/GI1/krI0HcYRETUiJgwEBFRnX34awwmf3kcsWm5+g6FiIgaCRMGIiKqk3/OX8Omvy4AAM6l5+k5GiIiaix80jMREdWqoFiD+TvD4GJrhpfuUmKoVzt9h0RERI2ECQMREdVq2W+xuJCRj60z+6Bv17b6DoeIiBoRS5KIiKhG/yZew4Zj5zGtb2cmC0RErVCLShj4pGciovpVUKzByzvD0aGNGV4Z6anvcIiISA9aVMLAJz0TEdWv5fticf7qdSwd7wcLE1axEhG1Ri0qYSAiovoTmngN64+exyN9OqNfV3t9h0NERHrChIGIiG5SWKLB/LJSpFdHsRSJiKg1Y/8yERHd5KOyUqRvnujNUiQiolaOPQxERFTJiQvXsO7IeTzcuxP6dWMpEhFRa3dLCYMQwkAIYd1QwRARkX4Vlmgwf0c4nG3M8No9XvoOh4iImoBaEwYhxDdCCGshhAWAaACxQoj5DR8aERE1tv/9HodzZbMiWbIUiYiIULceBpWUMgfAAwB+AdAJwCMNGRQRETW+Excyse7wOUzp3Qn9WYpERERl6pIwGAkhjFCaMPwopSwBIBs0KiIialSlsyKFwcnGDK9xViQiIqqgLgnDWgCJACwAhAghOgPIacigiIiocX38RxzOpV/Hh+N8YWVqpO9wiIioCak1YZBSrpRSdpBS3iOllAAuAhjS8KEREVFjOHkxE1+GnMPkIBcMdHfQdzhERNTE3PKItrKkQd0AsRARUSMrnRUpDO2tTfE6Z0UiIqIqcAoMIqJWbMUfZ5GQfh2bHgtiKRIREVWp2pIkIYRTYwZSH4QQo4UQX2RnZ+s7FCKiJu90Uha+CEnApF4uCFbWrRRJrVXjXNa5Bo6MiIiakprGMKwXQhwXQnwohBgshGjyvRFSyt1SyidtbGz0HQoRUZOmK0VytDbF6/fWvRRp1alVGPfTOMRnxjdgdERE1JRUmzBIKUcBGAzgIICxAI4LIXYJIZ4UQnRqnPCIiKghfPLnWZy9kocPx/nBuo6lSH+n/o11keuglmqczznfwBESEVFTUWOvgZSyEMDesi8IIdwAjALwmRCivZQyqOFDJCKi+hSWlIW1hxLwUKALBtWxFCmjIAOvHn4Vna06Y5b/LAzqOKiBoyQioqbilsqMpJTnAawGsFoIYdwwIRERUUMpUmswr6wUacF9dStF0kotFhxZgJyiHHw+/HN42Hk0cJRERNSU1OXBbVWSUhbXZyBERNTwVpaVIr3/oG+dS5E2Rm3E0UtH8XKvl5ksEBG1QredMBARUfMSnpyFzw+dw4SeHTHEo12dtglLD8OnJz/FiM4jMNFjYgNHSERETVGdEgYhhJkQgreViIiaKV0pkoOlCd64T1WnbbKLsvHyoZfhaOGIt/u9DSFEA0dJRERNUa0JgxBiNIDT+G/gc4AQ4qcGjouIiOrRp3/GI+5yHj540Bc2ZrWXIkkp8faxt3El/wqWBi+FtbF1I0RJRERNUV16GN4GEAQgCwCklKcBuDZUQEREVL8ikrOx5lACxvfsiCGedStF2ha7DX9c/APP93gefg5+DRwhERE1ZXVJGNRSSj46mYioGSpWazFvRxjsLY2x8N66lSLFXIvBsn+XYUCHAZjuPb2BIyQioqauLtOqRgohpgBQCCHcATwP4FjDhkVERPXhs/1nEXs5F+tnBMLGvPZSpPySfMw/NB9tTNpg8YDFMBCcG4OIqLWry/8EzwHwBlAEYCuAHABzGjAmIiKqB5Ep2Vh1MAEP9uiAoZ6Oddpm8d+LcTH3Ij4M/hB2pnYNHCERETUHtfYwSCnzASwo+yIiomZAV4rU1sIYb93nXadtfkr4CT8l/ITZ/rPRq32vBo6QiIiai1oTBiFEIIDXUTrQuby9lJKj4IiImqjPDsQjJi0X66bVrRTpfPZ5vHf8PQQ6BuIpv6caIUIiImou6jKGYQuA+QAiAGgbNhwiIrpTkSnZWH0gHg9274DhqtpLkYo0RZh3aB5MFab4cOCHUBgoGiFKIiJqLuqSMKRLKfncBSKiZqBYrcX8neGwtTDGm6PrNivSsn+XIS4zDquGrYKjRd3GOhARUetRl4ThLSHEOgB/onTgMwBASrmrwaIiIqLbsupAPM6k5uDLaYFoY25ca/vfL/yObbHbMF01HcEdgxshQiIiam7qkjA8CsATgBH+K0mSAJgwEBE1IVGXsrHqQDzGdu+AEXUoRUrJS8FbR9+Cr70vXujxQiNESEREzVFdEgZ/KaVvg0dCRES3rUSjxbwd4Whjboy36lCKVKItwcshL0NCYknwEhgpah8YTURErVNdnsNwXAhRt0JYIiLSi9UHEnAmNQfvj/WpUynSp6c+RXh6ON7u9zZcrFwaIUIiImqu6tLDMADAdCHEeZSOYRAAZGNNqyqE6ILSZ0DYSCnHN8YxiYiak+hLOfh0/1ncH+CMu7zb19r+SMoRbIjcgAnKCbjb9e5GiJCIiJqzuiQMI+v7oEKI9QDuA3BFSulTYflIAJ8AUABYJ6X8UEp5DsDjQoid9R0HEVFzV6LRYv7OMLQxN8bbo2t/QNuV/CtYcGQB3G3d8XKvlxshQiIiau6qLUkSQliX/Zhbzded2IgbEhEhhALAKgCjAKgATGYpFBFRzdYcTEDUpRwsHusDW4uaS5E0Wg1eO/waCtQFWB68HKaGpo0UJRERNWc19TB8g9JegBMonRVJVFgnAXS53YNKKUOEEK43LA4CEF/WowAhxLcA7gcQfbvHISJqyc6klpYijfF3xt11KEX6MuJL/JP2Dxb1W4QubW77TzgREbUy1fYwSCnvK/vuJqXsUvZd99UQ/9N0AJBU4XUygA5CiLZCiM8BdBdCvFbdxkKIJ4UQoUKI0PT09AYIj4io6dCVItmYGeHtMbWXIoWmhWJN2Brc2+VePNDtgYYPkIiIWoxaZ0kSQvxZl2X1QFSxTEopM6SUs6SUXaWUH1S3sZTyCylloJQy0MHBoQHCIyJqOtYeSkBkSg7ee8AHdrWUImUWZuKVw6/AxcoFC/sshBBV/bklIiKqWrUlSUIIUwDmAOyFELb47wO9NQDnBoglGUDFuf06ArjUAMchImrWYtJy8MmfZ3GfnxNG+jjV2FZKiYVHFyKzMBOf3fMZLIwsGilKIiJqKWoaw/AUgDkoTQ5O4L+EIQelg5Pr278A3IUQbgBSAEwCMKUBjkNE1GyVPqAtDNamRlh0v0+t7TdHb8ah5EN4NehVeLX1aoQIiYiopalpDMMnUko3APNuGMPgL6X87E4OKoTYCuAvAB5CiGQhxONSSjWAZwH8BuAMgO1Syqhb3O9oIcQX2dnZdxIeEVGT9UXIuTqXIkVdjcLHJz/GUJehmOLJ+y9ERHR7hJRS3zHUu8DAQBkaGqrvMIiI6lVsWi7u+/Qw7vJuj1VTetTYNrc4FxN3T4RGarBj9A7YmNg0UpSkD0KIE1LKQH3HQUQtU10e3EZERHqmLpsVycrUCItqmRVJSol3/noHqddTsXHkRiYLRER0R2qdJYmIiPRvbcg5hCdn4937fdDW0qTGtjvP7sRvib/h2e7PIqBdQOMESERELVZNsyTV2N8tpTxZ/+HcGSHEaACju3Xrpu9QiIjqTdzlXHzyx1nc6+uEe/1qnhUpLjMOS/5Zgr5OffGYz2ONFCEREbVk1Y5hEEIcKPvRFEAggDCUzpTkB+BvKeWARonwNnAMAxG1FGqNFuPWHENSZgH2zQ2GfQ29C/kl+Zj882RkF2Vj55idsDezb8RISZ84hoGIGlJNsyQNkVIOAXABQI+yh6L1BNAdQHxjBUhE1Jp9efg8wpKzseh+7xqTBQD48J8PcT77PD4Y+AGTBSIiqjd1GcPgKaWM0L2QUkYCCGiwiIiICABw9nIuPv49DqN82uNe35pLkX4+9zO+j/8eT/g+gb7OfRspQiIiag3qMkvSGSHEOgBfA5AApqL0OQlERNRA1Bot5u0Mh4WJAovu94EQotq2F3IuYNFfi9C9XXc8HfB0I0ZJREStQV16GB4FEAXgBZQ++Tm6bFmTwwe3EVFLse7IeYQlZWHR/T5wsKq+FKlYU4z5h+bD0MAQSwYugaEBZ8smIqL6Vev/LFLKQiHE5wB+kVLGNkJMt01KuRvA7sDAwJn6joWI6HbFX8nF/36Pw0jv9rivllmR/nfifzhz7QxWDlkJJ8ua2xIREd2OWnsYhBBjAJwGsLfsdYAQ4qcGjouIqFXSaCXm7QiHubEC7z5QcynS/ov7seXMFjzs9TCGdBrSiFESEVFrUpeSpLcABAHIAgAp5WkArg0WERFRK/bVkXM4nZSFd8Z411iKlJqXioVHF8LLzgsv9nyxESMkIqLWpi4Jg1pKyUEBREQNLP5KHpbvi8NdKkeM8Xeutp1aq8Yrh1+BWqvGskHLYKwwbsQoiYiotalLwhAphJgCQCGEcBdCfArgWAPHdVs46JmImiuNVmL+zjCYGyvw3tiaS5FWn16NU1dO4a2+b6GzdedGjJKIiFqjuiQMzwHwBlAEYCuAHJTOltTkSCl3SymftLGx0XcoRES3ZP2R8zh1sbQUqZ2VabXt/rr0F9ZFrMOD7g/ini73NGKERETUWtVllqR8AAsALBBCKABYSCkLGzwyIqJWIiE9D8v3xWJELaVIVwuu4rXDr6GLTRe8GvRqI0ZIREStWV1mSfpGCGEthLBA6fMYYoUQ8xs+NCKilk+jlXh5ZzhMjRRYXMOsSFqpxeuHX0deSR6WDVoGM0OzRo6UiIhaq7qUJKmklDkAHgDwC4BOAB5pyKCIiFqLDUfP48SFTLw9RoV21tWXIq2PXI+/Uv/Cq0Gvwt3WvREjJCKi1q4uCYOREMIIpQnDj1LKEgCyQaMiImoFzqXnYdlvsRju5YgHAjpU2+7UlVP47NRnGOk6EuPcxzVihERERHVLGNYCSARgASBECNEZpQOfiYjoNulKkUwMDfB+DbMiZRdl4+WQl+Fk4YS3+r5V4+xJREREDaEug55XAlhZYdEFIUSTfKSoEGI0gNHdunXTdyhERDXaeCwRoRcy8b+J/tWWIkkp8ebRN3G14Cq+HvU1LI0tGzlKIiKiug16biuEWCmEOCmEOCGE+ARAk5y3lNOqElFzcP7qdSz7LQbDPNthbPfqS5G+ifkG+5P2Y26PufC2927ECImIiP5Tl5KkbwGkAxgHYHzZz9saMigiopZKq5V4eWcYjBUGeP9B32pLjKIzovFR6EcY1HEQHlFxngkiItKfWkuSANhJKd+t8Po9IcQDDRQPEVGLtvFYIv5NzMRHE/zhWE0p0vWS65h/aD5sTW3xbv93OW6BiIj0qi49DAeEEJOEEAZlXxMB/NzQgRERtTSJV69j6W8xGOrZDg/2qLoUSUqJd4+/i+S8ZCwNXgpbU9tGjpKIiKiyuiQMTwH4BkBx2de3AF4UQuQKIThbEhFRHWjLZkUyUhjg/bHVlyL9EP8Dfj73M2b7z0ZPx56NHCUREdHN6jJLklVjBEJE1JJt+isR/yRew7LxfmhvU3Up0rmsc/jgnw/Qu31vzPSd2cgREhERVa0uYxgghLAF4A6g/H85KWVIQwV1uzitKhE1RRcyrmPJ3lgM8XDA+J4dq2xTqC7ES4degpmhGT4Y+AEUBopGjpKIiKhqdZlW9QkAIQB+A/BO2fe3Gzas28NpVYmoqdFqJebvDIehQuCDB/2qLUVa+u9SxGfFY/GAxXAwd2jkKImIiKpXlzEMLwDoBeCClHIIgO4onVqViIhqsfn4Bfxz/hoW3qeqthTpt8TfsCNuBx71eRQDOgxo5AiJiIhqVpeEoVBKWQgAQggTKWUMAI+GDYuIqPm7mJGPD3+NwSClAyZUU4qUlJuEt4+9DT8HPzzX/blGjpCIiKh2dRnDkCyEaAPgBwC/CyEyAVxqyKCIiJo7rVbi5e/CYGgg8EE1D2gr0ZTg5UMvQwiBpcFLYWRgpIdIiYiIalaXWZLGlv34thDiAAAbAHsbNCoiombu678v4Pi5a1gyzhfObcyqbLPi5ApEZkTi48Efo4Nl1c9lICIi0rdqEwYhhF0ViyPKvlsCuNYgERERNXO6UqRgpQMmBrpU2SYkOQSbojfhIY+HMLzz8EaOkIiIqO5q6mE4AUACqNiPrnstAXRpwLiIiJolXSmSgRD4sJpSpLTraVhwZAE8bD0wv9d8PURJRERUd9UmDFJKt8YMhIioJdjyz0UcP3cNHz5YdSmSWqvGq4dfRZGmCMsGLYOJwkQPURIREdVdXZ7DIIQQU4UQC8tedxJCBDV8aEREzUvStXx88MsZDHS3x0O9qi5FWhu+Ficun8Abfd6Amw3vyxARUdNXl2lVVwPoC2BK2etcAKsaLCIiomZIq5V45bvw0lKkcVU/oO2f1H+wNmwtxnQdgzFdx+ghSiIioltXl4Sht5TyGQCFACClzARg3KBR3SYhxGghxBfZ2dn6DoWIWplv/rmIYwkZWHCvFzpUUYqUUZCBVw+/is7WnbGg9wI9REhERHR76pIwlAghFCgd6AwhhAMAbYNGdZuklLullE/a2NjoOxQiakV0pUgDutljUhWlSFqpxYKjC5BdlI3lg5bD3MhcD1ESERHdnrokDCsBfA+gnRBiMYAjAN5v0KiIiJoJKSVe3RUOAPhwXNWzIv1f1P/haMpRzO81Hx52Ho0dIhER0R2py4PbtgghTgAYhtIpVR+QUp5p8MiIiJqBrf8k4Wh8BhaP9UFH25t7DsLSw7Dy5EqM6DwCD3k8pIcIiYiI7kytCQMASCljAMQ0cCxERM1KcmY+Fv8cjX5d22JKUKeb1ucU5+CVkFfQzrwd3u73dpW9D0RERE1dnRIGIiKqTEqJV7+LAAAsqWJWJCkl3j72Ni5fv4yNozbC2thaH2ESERHdsbqMYSAioht8+28SjsRfxWv3eMHF7uZSpO2x2/H7hd/xXI/n4O/gr4cIiYiI6gcTBiKiW5SSVYDFP5+pthQp9loslv67FP079McM7xmNHyAREVE9YsJARHQLSkuRwqGVEkvG+cHAoHIpUn5JPuYdmgcbExu8P+B9GAj+mSUiouaNYxiIiG7Btn+TcPjsVbx7v3eVpUiL/16MCzkXsO6udbAztdNDhERERPWLt76IiOooJasA7/18Bn262OHh3p1vWr87YTd+SvgJT/k/hSCnID1ESEREVP+YMBAR1YGUEq/tioBWSiwb739TKdL57PN49/i76OnYE0/5PaWnKImIiOofEwYiojrYEZqMkLh0vDrK86ZSpCJNEeYfmg8ThQmWDFwCQwNWexIRUcvB/9WIiGqRml2Ad/dEo7ebHaZWUYq0/N/liM2Mxaphq+Bo4aiHCImIiBpOi+phEEKMFkJ8kZ2dre9QiKipObICOB9Sedn5kNLlNdA9oE2tlVg6/uZZkf648Ae+jf0W01TTENwxuH5jJiIiagJaVMIgpdwtpXzSxsZG36EQUVPToQewY8Z/ScP5kNLXHXrUuNmOE8k4FJeOV0Z6oHNbi0rrUvJS8OaxN+HT1gdzesxpkLCJiIj0jSVJRNQ6uAUDEzaWJgmBjwOhX5W+dqu+V0BXihTkZodpfV0rrSvRluDlkJchpcTSQUthpDBqyOiJiIj0pkX1MBAR1cgtuDRZCFla+r2GZEFKidd3RaBEo8WyKkqRPjv1GcLTw/FWv7fgYuXS0JETERHpDRMGImo9zoeU9iwEv1z6/cYxDRV8dzIFB2LT8cpIz5tKkY6mHMX6yPUYrxyPka4jGzpqIiIivWLCQEStg27MwoSNwNAF/5UnVZE0pGUX4p3dUQhytcP0G0qR0vPT8fqR19GtTTe80uuVRgiciIhIv5gwEFHrkHKy8pgF3ZiGlJOVmkkp8fr3paVIN86KpNFq8Nrh15Bfko/lg5bD1NC08eInIiLSEw56JqLWYcCcm5e5Bd80jmHXyRTsj7mCN+9TwdW+cinSuoh1+Dvtbyzqtwhd23RtwGCJiIiaDvYwEBGVuZxTWorUy9UWM/q5Vlp34vIJrA5bjXvc7sED3R7QS3xERET6wISBiAj/zYpUpNZi6Xj/SqVIWYVZeCXkFXS07Ig3+74JIUQNeyIiImpZWJJERATg+1Mp+DPmCt641wtuFUqRpJR44+gbuFZ4DV/f8zUsjCxq2AsREVHLwx4GImr1ruQU4u2fohDY2RaP9nertG5z9GYcSj6ElwJfgqqtSk8REhER6Q8TBiJq1XSzIpWWIvlBUaEUKepqFD4++TGGuAzBFM8peoySiIhIf5gwEFGr9uPpS/jjzBXMv9sDXRwsy5fnFudi3qF5sDezx7v93+W4BSIiarU4hoGIWq0ruYV466co9OjUplIpkpQSi/5ahNTrqdgwcgNsTGz0GCUREZF+sYeBiFolKSUWfB+JghINlk3wr1SK9N3Z77A3cS+eCXgG3dt112OURERE+seEgYhapZ/CLuH36MuYd5cSXSuUIp3NPIsP//kQfZz64HHfx/UYIRERUdPAhIGIWh1dKVL3Tm3w+IAu5csL1AWYf2g+LIws8MHAD2Ag+CeSiIiIYxiIqFWRUuKN7yORX6zBsvGVS5E+/OdDnMs+h89HfA57M3s9RklERNR08PYZEbUqu04mY1/0ZbwwtBu6tfuvFOmXc79g19ldeNz3cfRz7qfHCImIiJoW9jAQUatQotHis/3x+HT/WQCAa4WnOV/MuYh3/noHAQ4BeCbgGX2FSERE1CQ1+YRBCGEBYDWAYgAHpZRb9BwSETUz8VdyMXdbGCJSsjHG3xmDlA4YrnIEABRrijHv0DwYGhhiafBSGBo0+T+LREREjUov/zMKIdYDuA/AFSmlT4XlIwF8AkABYJ2U8kMADwLYKaXcLYTYBoAJAxHViVYrseFYIpbsjYGFsQJrHu6BUb5Oldp8fOJjnLl2BiuGrICTpVM1eyIiImq99HUrbSOAzwBs0i0QQigArAIwAkAygH+FED8B6AggoqyZpnHDJKLmKjkzH/N2hOH4uWsY5tkOH4zzRTsr00ptDlw8gK/PfI0pnlMwrNMwPUVKRETUtOklYZBShgghXG9YHAQgXkp5DgCEEN8CuB+lyUNHAKfBQdpEVAspJXaeSMY7u6MhpcSScb6YGOgCIUSldmnX07Dw2EJ42XnhpcCX9BQtERFR09eUinU7AEiq8DoZQG8AKwF8JoS4F8Du6jYWQjwJ4EkA6NSpUwOGSURN1dW8Iry2KwK/R19GkJsdPprgDxc785vaqbVqvBzyMko0JVg2aBmMFcZ6iJaIiKh5aEoJg6himZRSXgfwaG0bSym/APAFAAQGBsp6jo2Imri9kWlY8H0EcgvVWHCPFx4f4AYDg6r+rACrT6/GqSun8OHAD9HZunMjR0pERNS8NKWEIRmAS4XXHQFc0lMsRNRM5BSW4J2fovHdyWR4O1vjm5kB8GhvVW37kOQQfBnxJcZ0HYN7u9zbiJESERE1T00pYfgXgLsQwg1ACoBJAKbcyg6EEKMBjO7WrVsDhEdETc2x+KuYtyMMl3OL8NzQbnhuqDuMDase6lSoLsRXkV/hy/AvAQB9nfo2ZqhERETNlr6mVd0KYDAAeyFEMoC3pJRfCSGeBfAbSqdVXS+ljLqV/UopdwPYHRgYOLO+YyaipqOwRIMle2Ow4Wgi3OwtsHNWX3TvZFtt+8PJh/HBPx8gKTcJd7vejb7OfXGX612NGDEREVHzpa9ZkiZXs/wXAL80cjhE1IyEJWXhxe2nkZB+HdP7dsaro7xgZqyosm3a9TQs/Xcpfr/wO1ytXbHurnXo7dS7kSMmIiJq3ppSSRIRUbVKNFp8tj8enx2IRzsrE3z9eG8McLevuq22BFuit2B12GpIKfFCjxcwTTWNsyERERHdhhaVMHAMA1HLFH8lF3O3hSEiJRtju3fA22O8YWNmVGXbE5dP4L3j7yE+Kx6DOw7Gq71fRQfLDo0cMRERUcvRohIGjmEgalm0WokNxxKxZG8MLIwVWPNwD4zydaqy7bXCa/go9CP8lPATnCycsHLISgzpNKSRIyYiImp5WlTCQEQtR3JmPubtCMPxc9cwzLMdPhjni3ZWpje100otdsbtxCcnP0G+Oh9P+D6Bmb4zYW508wPbiIiI6NYxYSCiJkVKiZ0nkvHO7mhIKbFknC8mBrpAiJsfwhadEY33jr+HiKsR6NW+F97o/Qa6tOmih6iJiIhaLiYMRNRkXM0rwmu7IvB79GUEudnhown+cLG7uacgtzgXn576FNtit8HWxBYfDPwA97rdW2VSQURERHemRSUMHPRM1Hz9FpWG13dFILdQjQX3eOHxAW4wMKicAEgp8cv5X7Ds32XILMrEQx4P4dnuz8La2FpPURMREbV8LSph4KBnouYnp7AE7/wUje9OJsPb2RrfzAyAR3urm9qdyzqHxX8vxj9p/8CnrQ9WDV8F77beeoiYiIiodWlRCQMRNS/H4q9i3o4wXM4twnNDu+G5oe4wNjSo1KZAXYAvwr/AxqiNMDM0w8I+CzHOfRwUBlU/rI2IiIjqFxMGImp0hSUaLNkbgw1HE+Fmb4Gds/qieyfbm9odTDqID/7+AJeuX8KYrmPwYs8X0dasbeMHTERE1IoxYSCiRhWWlIUXt59GQvp1TO/bGa+O8oKZceXegpS8FHz4z4c4mHQQ3dp0w4a7NyCwfaB+AiYiImrlmDAQUaMo0Wjx2f54fHYgHg6WJtj8eBAGujvc0KYE/xf9f1gbthZCCLzY80VMVU2FkUHVT3UmIiKihteiEgbOkkTUNMVfycXcbWGISMnG2O4d8PYYb9iYVU4C/k79G4v/Xozz2ecxvNNwvBL0CtpbtNdTxERERKTTohIGzpJE1LRotRIbjiVi6d4YmBsrsPrhHrjH16lSm6sFV7E8dDl+PvczOlp2xKphqxDcMVhPERMREdGNWlTCQERNR3JmPubtCMPxc9cwzLMdPhjni3ZWpuXrNVoNtsVuw6enPkWRpgiz/GfhcZ/HYWpoWsNeiYiIqLExYSCieiWlxM4TyXhndzSklFgyzhcTA10qPYU5Ij0C7x5/F2eunUEfpz5Y0HsBXG1c9Rc0ERERVYsJAxHVm6t5RXhtVwR+j76MIDc7fDTBHy525uXrs4uy8cnJT7AzbifszeyxbNAy3N357krJBBERETUtTBiIqF78FpWG13dFILdQjQX3eOHxAW4wMChNBKSU+CnhJ/zvxP+QXZSNqaqpeNr/aVgaW+o5aiIiIqpNi0oYOEsSUePLKSzBOz9F47uTyfB2tsY3MwPg0d6qfP3ZzLN47/h7OHnlJPwd/PHFiC/gYeehx4iJiIjoVggppb5jqHeBgYEyNDRU32EQtXjHEq5i/o5wpOUU4unBXfHcUHcYGxoAAPJL8rEmbA02R2+GpbElXuz5Ih7o9gAMhIGeoyZqeYQQJ6SUfLohETWIFtXDQESNo7BEgyV7Y7DhaCLc7C2wc1ZfdO9kC6C0/OiPi39gyT9LcDn/Mh50fxBzesyBramtnqMmIiKi28GEgYhuSXhyFuZuO42E9OuY3rczXh3lBTNjBQAgKScJ7//zPo6kHIHSVonlg5YjoF2AfgMmIiKiO8KEgYjqpESjxWf74/HZgXg4WJpg8+NBGOjuAAAo0hRhfeR6rAtfB0MDQ7zc62VM9pwMQwP+iSEiImru+L85EdUq/kou5m4LQ0RKNsZ274C3x3jDxswIAHAs5Rje/+d9XMi5gJGuIzEvcB4cLRz1HDERERHVFyYMRFQtrVZi47FELNkbA3NjBVY/3AP3+DoBAC5fv4xlocvwW+Jv6GzdGWtHrEU/5356jpiIiIjqGxMGIqpScmY+5u8Ix1/nMjDMsx0+GOeLdlamUGvV+ObMN1h1ehU0UoNnA57Foz6PwlhhrO+QiYiIqAG0qISBz2EgunNSSuw8kYx3dkdDSokl43wxMdAFQgicunIK7x1/D3GZcRjQYQBe7/06XKxc9B0yERERNaAWlTBIKXcD2B0YGDhT37EQNUdX84rw+q4I7Iu+jCBXO3w00R8udubILMzExyc+xvfx38PR3BErBq/A0E5DIYTQd8hERETUwFpUwkBEt++3qDS8visCuYVqLLjHC48NcIMQEt/FfYePT36M68XX8aj3o5jlPwvmRub6DpeIiIgaCRMGolYup7AE7/wUje9OJsPb2RrfzAyAR3srxFyLwbvH30V4ejh6tOuBN/q8AXdbd32HS0RERI2MCQNRK3Ys4Srm7whHWk4hnhvaDc8NdUexNh9L/lmCb2K+QRuTNlg8YDFGdxnN8iMiIqJWigkDUStUWKLB0r2xWH/0PNzsLbBzVl8EuLTBb4m/Yem/S3G14ComKCfg+R7Pw8bERt/hEhERkR4xYSBqZcKTszB322kkpF/H9L6d8eooL1wuSMKTv7+M46nH4WXnhU+GfAJfB199h0pERERNABMGolaiRKPFqgPx+HR/PBwsTbD58SD0crPClxGrsSFyA0wUJni99+uYqJwIhYFC3+ESERFRE8GEgagViL+Sixe3hyE8ORtju3fA22O8EZbxFx748X2k5KXgvi734aXAl2BvZq/vUImIiKiJYcJA1NQdWQF06AG4Bf+37HwIkHISGDCnxk21WomNxxKxZG8MzI0VWP1wD3R3A946Ph9/XvwTbjZu+OqurxDkFNSgp0BERETNl4G+A6hPQojRQogvsrOz9R0KUf3p0APYMaM0SQBKv++YUbq8BilZBXh43d9YtCcaA7rZY88LfZEmfsX9P96PoylH8UKPF/Dd6O+YLBAREVGNhJRS3zHUu8DAQBkaGqrvMIjqjy5JCHwcCP0KmLCxco9DBVJKfHcyBe/8FAWtlHhztApdOl7G4r8XIyE7AUNchuCVoFfQwbJDo54CETUcIcQJKWWgvuMgopaJJUlEzYFbcGmyELIUCH652mThal4RXt8VgX3RlxHkaoc37u+IbQmf4719P6GDZQd8OvRTDHYZ3LixExERUbPGhIGoOTgfUtqzEPxy6Xe3gTclDfui0vDargjkFqrx2iglrNudwKyDL6FAXYCZvjMx028mzAzN9HQCRERE1FwxYSBq6nTlSLoyJLeBlV7nFJZg0e5o7DyRDG9nayyaaILNZxciKjEKvdv3xut9XkcXmy76PQciIiJqtpgwEDV1KScrj1lwCy59nXISx7QqzN8RjtTsAjw52Alq61/w2vHtsDO1w4cDP8Q9bvdACKHP6ImIiKiZY8JA1NRVMXVqYcf+WBppj/V7/oarvTnmjs3FzvNLkXUlC5M9J+PZ7s/Cytiq8WMlIiKiFocJA1EzE56chbnbTiMh/TrGBilwzez/8MWZE/C198Wa4WugaqvSd4hERETUgjBhIGomSjRarDoQj0/3x8PeChg3/DT2X9oJ8yJzvNn3TYxzHwcD0aIerUJERERNABMGoiZISonkzAKEJWchLCkLYcnZiEjOQkGJBn1905BuvA37UtJwf9f7MbfnXLQ1a6vvkImIiKiFYsJA1ARcu15cnhyEJ2cjLCkLGdeLAQDGRhq4O5fAo0sG4oq+Q6T6ErpZdsOS4I3o6dhTz5ETERFRS8eEgaiRFRRrEHmpNCk4nZSFsJQ0pORdgjDKhMIoC3Y2ebB1y4OdUSbyNVeRU5KJi2XbKsyAe93uw7sDFsHIwEiv50FEREStAxMGogZUotYgNDkZxy6cRXjaeSRkJuNqYRqEYWZpgmCcDbQrgEW7/7ZRK0xgZuEEJwsnOFv6lX13hoO5Ay5fv4xRbqOYLBAREVGjYcJAdAc0Wg3SC9JxKe8SLuVdwpn0izhz9QIu5iQjs+gyinANwqDkvw3MAHNzc9ibOqKzTTe42nSEs6Vz6ZeFM5wsndDWtC2fnUBERERNBhMGohoUa4qRdj0Nl65fQmpeKi5dv1SeHCTnXsKVgsvQSk2lbbRqC0BtC2vDDnC1DIS7nQsCnLogwMkNzlbOsDa21tPZEBEREd26FpUwCCFGAxjdrVs3fYdC1Sm+Dly/Cth21nckAID8kvzSBKBCQlAxMbhacBUSssIWAsawhabYBoUF7aAtUQJqWzhbOMG7nSt6uXRFYCdHeLS3gpGCU5wSERFR8yeklLW3amYCAwNlaGiovsNo3fKvAVfjgPTYsu8xQHockH0RsO4APH8KMDRp0BCklMguyr4pCUi9nlqeJGQXZVfaxtDAEO3NnWBj1A4GWlsU5FvjaqY5Uq+ZQVPcBrLEBh1treDv0gYBHdvA36UNvJ2tYWHSonJvImpmhBAnpJSB+o6DiFomfsqh2yclkJtWmgzcmBxcT/+vnaEpYO8OuAQBHXsBUbuAuL2A6v47OrxWanG14GqlJODG7/nq/ErbmBmalY8V8LX3hZOFEwxlW+TmWSLlqiliU4Do2DwUqbUAAFtzI/i7tMGDyjYIcGkDv442aGvZsIkOERERUVPChIFqp9UAWRdKewhuTA6Kcv5rZ2oD2HsAyrtLvzuUfdl0AgzKynPURYD3/YByZK2HLdGW4PL1y5V6BCqWDaVeT0WJtqTSNtbG1nC2dIaLlQv6OPUpn2HIydIJzhbOKC42RURyDsKSs3A6Ogs7k7ORXVACoBhmRhr4dLDGI306l/YguLRBR1szDkAmIiKiVo0lSbW4lHcJRZoiCAgIIWAAA0Cg0mvdB0oDYVC+vNLrsmVClL+CgSj9AC2EqNQOAuX7rLivRqEuAjISgKuxpcnB1djSxCAjHlAX/tfO0hGwVwIOnqUJgb2y9LulI3AL8RaqC6tNBi5dv4Qr+VegldpK29ib2Zf3EOhmFnK2dC5PDCyMLMrb5hWpEZGc/d/TkpOycCm79DwUBgJKRysEuNjAv6y0yL2dJQw57oCImiGWJBFRQ2IPQy3mH5qP8Kvheo2hPOHAzUmHLqEof61LOm5MViptCwitBkKrhtCqYaApAbQlEBo1DCBL10sACiMYmBtDWHeFUJhAGJpCGJpAGBiW7kt7EeJKEsSVPysdu1IsQHmcAgJSSqRdT0NeSR4yizIrnadCKOBo7ggnSyf0cuwFJ0sndLDsUJ4MtLdoDxNF1eVAxWotYtJyEJZ8oTw5iE/Pgy4f7tzWHD1d7fBYRxsEuLSBt7MNzIwVDfQbIyIiImo5mDDUoq9zX0RcjcAUrynwbusNoLR2XkJC1ztT/rpsmZTlr8rvkEspy9uVv4b2v7bVfS/bh+5Y5a8hAVnFsSt815YUAAWZkAWZkAVZ0BZkAYXZkCXXoQUgAUhhAJhYQWtiC2lpDWliBWliCWlsCWmguHmfFY5d8XVV515xW422dOrRzMJMJOUloU/7PghsH1jpGQQO5g4wNKj9LanVSpzPuI6wpCyEJ2fjdFIWoi/loFhTeq3bWhjD36UN7vNzhn9ZD4KthXE9viuIiIiIWg8mDLV40u9JeNh5YFDHQTBWNMEPnVICOSkVBhxXGHicn/FfOyPz0oHH9n3/G1tg7wHYuQGKxntqcLGmGIeSD93S9bycU4jTSVkIT85CWFJpiVFuoRoAYG6sgG8HG8zo71pWWmSDDm047oCIiIiovnAMQ3OhUZcNPI69YeDxWaA49792pm3KxhYoKw88tu7438DjJiynsAQRZb0GugQhLad03IGhgYCnk1VpYlA27qBbO0soDJgcEFHrxjEMRNSQ2MNQi8U/n8E/iRlwsjaDkaEBDA0EFAYCCiGgUAgYGggYiNLvCkXp8tI2BlAYAAqDCtuUfRkaCBgYiErLddsYySJY5l2AVW4CzHMSYJETD7PsBJhkn4eBtrg8LrVFe5TYKaFRTYTGTglprwTslRCW7WCoMKi036Z6t71IrcGZ1NzSMQdlA5MT0q+Xr3ezt0CfLnbwq/C8A1MjjjsgIiIiakxMGGqhu8t92boIZsYKaLQSGq2EWquFRgtotFqotRJarYS6fF3tvTaWyEc3cQndDFLQTVxCV5ECd5ECF3EFCqEbGyFwUbbDSemMeHkX4mUHxGs7IEE6I7fQHMgAcFa3xwIAYVUey0CgQgJhAAOB/5IKUbZc8d/PlZOYsm0MAEMDg5oTH1G2n/L9GsBQUSGhMhCQkAhLysK168WISctFiab0XO0tTRDg0gYPBHSAf9nzDtqYN8ESMCIiIqJWhiVJtShSa7D/zBUM9WoHE8O6393WaiXUGi00eemQV2MhrpSWESky4qC4dhaKvNTyttLACEVtuqDIphsK2nRDvnVXXLfuiuuWrlAbmJYlJ7JCsiKhlRJqTdkyWZasaLTQyOqTmIqvNeU/35D43LBfjbbstaxqP9rKMVXcv5TQaG54XSGRUrazxFAvR/h3tIG/Sxs42Zg22Z4QIqKmjiVJRNSQ2MNQCxNDBUb5OtXcSKsFcpIrPbvAID0WxldjgYIKU4caW5YOPO4yqNLAY2HrClOFIUwB2DTo2eiXlBL5xWocjE3HcJXjLSVgRERERKQfTBhuhaYEuHb+vweaVZyVqCT/v3bmbUsHHKvuv2HgcYdberBZSyOEgIWJEe71c9Z3KERERERUR0wYanP0EyD6J6AopzRZ0Jb8t866Q2ki0GN65VmJLOz1Fy8RERERUT1iwlCbiB1AWgTg3B3o92xZUlA6IxFMrPQdHRERERFRg2LCUJvHfgfi9wHKkYChib6jISIiIiJqVEwYamNsVjoWgYiIiIioFWr6j/4lIiIiIiK9YcJARERERETVavIJgxCiixDiKyHETn3HQkRERETU2jRowiCEWC+EuCKEiLxh+UghRKwQIl4I8WpN+5BSnpNSPt6QcRIRERERUdUaetDzRgCfAdikWyCEUABYBWAEgGQA/wohfgKgAPDBDds/JqW80sAxEhERERFRNRo0YZBShgghXG9YHAQgXkp5DgCEEN8CuF9K+QGA+xoyHiIiIiIiujX6GMPQAUBShdfJZcuqJIRoK4T4HEB3IcRrNbR7UggRKoQITU9Pr79oiYiIiIhaMX08h0FUsUxW11hKmQFgVm07lVJ+AeALAAgMDKx2f0REREREVHf66GFIBuBS4XVHAJf0EAcREREREdVCHwnDvwDchRBuQghjAJMA/KSHOIiIiIiIqBYNPa3qVgB/AfAQQiQLIR6XUqoBPAvgNwBnAGyXUkbV0/FGCyG+yM7Oro/dERERERG1ekLKllfuHxgYKENDQ/UdBhERUaMQQpyQUgbqOw4iaplaZMIghEgHcKGKVTYAbux+qMuyG1/bA7h6h2HWpKqY6nO72tpVt76uy1v69aut7a2u43uw7ut5/erWrqHfgw19/aqLqT63a2nvwc5SSod63B8R0X+klK3mC8AXt7OsitehjR1nfW5XW7vq1td1eUu/frW1vdV1fA/e2XuQ16/x34MNff2a8jVsLu9BfvGLX/yqzy99DHrWp923uayqNg3pdo9X1+1qa1fd+roub+nXr7a2t7qO78G6r+f1q1s7vgfvvF1zfw8SEdWbFlmS1NCEEKGStaK3jdfvzvEa3hlevzvD63fneA2JqDlpbT0M9eULfQfQzPH63TlewzvD63dneP3uHK8hETUb7GEgIiIiIqJqsYeBiIiIiIiqxYSBiIiIiIiqxYSBiIiIiIiqxYThDgkhugghvhJC7NR3LM2VEOIBIcSXQogfhRB36Tue5kYI4SWE+FwIsVMIMVvf8TRXQggLIcQJIcR9+o6luRFCDBZCHC57Hw7WdzzNjRDCQAixWAjxqRBiur7jISK6EROGKggh1gshrgghIm9YPlIIESuEiBdCvAoAUspzUsrH9RNp03WL1/AHKeVMADMAPKSHcJucW7x+Z6SUswBMBMBpGsvcyjUs8wqA7Y0bZdN1i9dPAsgDYAogubFjbYpu8frdD6ADgBLw+hFRE8SEoWobAYysuEAIoQCwCsAoACoAk4UQqsYPrdnYiFu/hm+UradbvH5CiDEAjgD4s3HDbNI2oo7XUAgxHEA0gMuNHWQTthF1fw8ellKOQmnS9U4jx9lUbUTdr58HgL+klC8CYC8hETU5TBiqIKUMAXDthsVBAOLLehSKAXyL0rtCVIVbuYai1BIAv0opTzZ2rE3Rrb4HpZQ/SSn7AXi4cSNtum7xGg4B0AfAFAAzhRCt/m/jrVw/KaW2bH0mAJNGDLPJusX3XzJKrx0AaBovSiKiujHUdwDNSAcASRVeJwPoLYRoC2AxgO5CiNeklB/oJbrmocprCOA5AMMB2AghukkpP9dHcM1Ade/BwQAeROkHtV8aP6xmpcprKKV8FgCEEDMAXK3wAZgqq+49+CCAuwG0AfCZHuJqLqr7G/gJgE+FEAMBhOgjMCKimjBhqDtRxTIppcwAMKuxg2mmqruGKwGsbOxgmqHqrt9BAAcbN5Rmq8prWP6DlBsbL5Rmqbr34C4Auxo7mGaouuuXD4Bj4YioyWr13e63IBmAS4XXHQFc0lMszRWv4Z3h9btzvIZ3htfvzvD6EVGzxISh7v4F4C6EcBNCGAOYBOAnPcfU3PAa3hlevzvHa3hneP3uDK8fETVLTBiqIITYCuAvAB5CiGQhxONSSjWAZwH8BuAMgO1Syih9xtmU8RreGV6/O8dreGd4/e4Mrx8RtSRCSll7KyIiIiIiapXYw0BERERERNViwkBERERERNViwkBERERERNViwkBERERERNViwkBERERERNViwkBERERERNViwkDUggkhDgohAhvhOM8LIc4IIbbUsb2rECKyoeOq5ththBBP6+PYREREzRETBiKqkhDC8BaaPw3gHinlww0VTz1qg9J4iYiIqA6YMBDpWdnd9jNCiC+FEFFCiH1CCLOydeU9BEIIeyFEYtnPM4QQPwghdgshzgshnhVCvCiEOCWEOC6EsKtwiKlCiGNCiEghRFDZ9hZCiPVCiH/Ltrm/wn53CCF2A9hXRawvlu0nUggxp2zZ5wC6APhJCDH3hvYKIcSysuOECyGeqmKfVbYRQgwWQhwSQmwXQsQJIT4UQjwshPhHCBEhhOha1s5BCPFd2fb/CiH6ly1/u+wcDwohzgkhni875IcAugohTpcd10kIEVL2OlIIMfD2fpNEREQt063cQSSihuMOYLKUcqYQYjuAcQC+rmUbHwDdAZgCiAfwipSyuxDiYwDTAKwoa2chpewnhAgGsL5suwUA9kspHxNCtAHwjxDij7L2fQH4SSmvVTyYEKIngEcB9AYgAPwthDgkpZwlhBgJYIiU8uoNMT4OIFtK2UsIYQLgqBBiHwBZhzYA4A/AC8A1AOcArJNSBgkhXgDwHIA5AD4B8LGU8ogQohOA38q2AQBPAEMAWAGIFUKsAfAqAB8pZUDZeb0E4Dcp5WIhhAKAeS3XnYiIqFVhwkDUNJyXUp4u+/kEANc6bHNASpkLIFcIkQ1gd9nyCAB+FdptBQApZYgQwrosQbgLwBghxLyyNqYAOpX9/PuNyUKZAQC+l1JeBwAhxC4AAwGcqiHGuwD4CSHGl722QWlyFFeHNsUA/pVSppYdLwH/9XpEoDQRAIDhAFRCCN3+rIUQVmU//yylLAJQJIS4AsCxihj/BbBeCGEE4IcKvwciIiICEwaipqKows8aAGZlP6vxX+mgaQ3baCu81qLyv+2Kd/N1rwWAcVLK2IorhBC9AVyvJkZRzfKaCADPSSl/u+E4rnVoMxh1O0cDAH2llAU3bA/cfF1v+ptXlkgFA7gXwGYhxDIp5aY6nBsREVGrwDEMRE1bIoCeZT+Pr6FdTR4CACHEAJSW/mSjtGznOVH2qVoI0b0O+wkB8IAQwlwIYQFgLIDDtWzzG4DZZXfvIYRQlm17q21qsg/As7oXQoiAWtrnorRESde+M4ArUsovAXwFoMctHJuIiKjFYw8DUdO2HMB2IcQjAPbf5j4yhRDHAFgDeKxs2bsoHeMQXpY0JAK4r6adSClPCiE2AvinbNE6KWVN5UgAsA6l5VUny46TDuCB22hTk+cBrBJChKP0b1oIgFk1nEeGEOKoKJ3W9VcAkQDmCyFKAOShdPwHERERlRFS3litQEREREREVIolSUREREREVC0mDEREREREVC0mDEREREREVC0mDEREREREVC0mDEREREREVC0mDEREREREVC0mDEREREREVC0mDEREREREVK3/B2vrxN92CxS6AAAAAElFTkSuQmCC\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_all(constant_total, color_by_suite=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 138, - "id": "af8e380b-c3c6-4dfe-8b4d-69450fdc71bd", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_all(harmonic_total, color_by_suite=False)\n", - "plot_all(constant_total, color_by_suite=False)" - ] - }, - { - "cell_type": "markdown", - "id": "ec40a762-abe6-487a-8cf2-acf1e395721e", - "metadata": { - "tags": [] - }, - "source": [ - "## Phase Field Benchmark 8c\n", - "\n", - "(explicit nucleation, multiple seeds at random times)" - ] - }, - { - "cell_type": "markdown", - "id": "4d5d3413-ff6d-4f90-b24f-7dcaae25bea2", - "metadata": {}, - "source": [ - "- Problem 3 in *Nucleation Benchmark Problem*, Wenkun Wu *et al.*, January 16, 2020\n", - "- Based on problem 2.3 in *Benchmark problems for nucleation*, Tamás Pusztai, September 25, 2019\n", - "- Revised to [PFHub statement](https://pages.nist.gov/pfhub/benchmarks/benchmark8.ipynb/#Part-%28c%29)" - ] - }, - { - "cell_type": "markdown", - "id": "6ecf2a2e-3300-428b-b559-1c092fb8acd4", - "metadata": {}, - "source": [ - "$$\n", - "\\begin{aligned}\n", - "\\frac{\\partial\\phi}{\\partial t} &= \\nabla^2 \\phi - g'(\\phi) + \\Delta f p'(\\phi)\n", - "\\\\\n", - "\\Delta f &= \\frac{1}{6\\sqrt{2}}\n", - "\\\\\n", - "\\hat{n}\\cdot\\nabla\\phi|_\\text{all boundaries} &= 0\n", - "\\end{aligned}\n", - "$$\n", - "\n", - "Nuclei of $r^* = 2$ introduced at random times and random locations:\n", - "$$\n", - "\\phi_i(\\mathbf{r}) = \\frac{1}{2}\\left[\n", - " 1 - \\tanh\\frac{\n", - " \\left(\n", - " \\left|\n", - " \\mathbf{r} - \\mathbf{r}_i\n", - " \\right| - 1.1 r^*\n", - " \\right)\n", - " }{\\sqrt{2}}\n", - "\\right]\n", - "$$\n", - "\n", - "Initial condition extracted from central NxN elements of 1000x1000 simulation at $t=300$." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "401d1438-e7e7-4dfb-b638-31a6bdf8f727", - "metadata": {}, - "outputs": [], - "source": [ - "data = np.load(os.path.join(datapath, \"results/nucleation/nucleation23/pysparse/LinearGMRESSolver/JacobiPreconditioner/1000000/t=300.0.npz\"))" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "55578c0e-e533-4fd1-9f4c-e930271a94e9", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.imshow(data[\"phi\"])" - ] - }, - { - "cell_type": "markdown", - "id": "5c8c9d47-b607-4d1c-a344-96ca6d3a77e5", - "metadata": {}, - "source": [ - "### Matrix" - ] - }, - { - "cell_type": "markdown", - "id": "fd1b6433-b33b-4116-b73b-81d9b4fd7970", - "metadata": {}, - "source": [ - "A representative solution matrix can be seen by running a small problem (because of the way the problem restarts, we start with a large checkerboard initial condition)" - ] - }, - { - "cell_type": "code", - "execution_count": 98, - "id": "0fe55ce8-85f2-465d-aa3c-1c50e9ef6833", - "metadata": {}, - "outputs": [], - "source": [ - "Nxy = 1000\n", - "mesh = fp.Grid2D(nx=Nxy, ny=Nxy)\n", - "phi = fp.CellVariable(mesh=mesh, value=((mesh.x + mesh.y) % 2) * 1.)\n", - "path = \"matrices/initial_conditions/nucleation\"\n", - "os.makedirs(path, exist_ok=True)\n", - "np.savez(os.path.join(path, \"t=0.0.npz\"), phi=phi.globalValue.reshape((Nxy, Nxy)))" - ] - }, - { - "cell_type": "markdown", - "id": "7520da57-ce79-435b-80f3-e148763086d4", - "metadata": {}, - "source": [ - "We create empty nucleation and statistics files to enable the problem to run" - ] - }, - { - "cell_type": "code", - "execution_count": 99, - "id": "d31216de-671d-43e0-b178-75630e1a226a", - "metadata": {}, - "outputs": [], - "source": [ - "times = np.random.random(0) * 6.\n", - "times.sort()\n", - "nucleii = np.concatenate((times[..., np.newaxis],\n", - " (np.random.random((0, 2))\n", - " * 1000)),\n", - " axis=-1)\n", - "np.save(os.path.join(path, 'nucleii.npy'), nucleii, allow_pickle=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 100, - "id": "168d302a-9004-4e94-b85d-ca18cfef9c92", - "metadata": {}, - "outputs": [], - "source": [ - "stats = [[0., 0., 0., 0.]]\n", - "np.savetxt(os.path.join(path, 'stats.txt'),\n", - " stats,\n", - " delimiter=\"\\t\",\n", - " comments='',\n", - " header=\"\\t\".join([\"time\", \"fraction\", \"particle_count\", \"energy\"]))" - ] - }, - { - "cell_type": "code", - "execution_count": 101, - "id": "9c7114ed-5267-4c1b-bd61-958bb205b042", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "storing results in matrices/nucleation\n" - ] - } - ], - "source": [ - "!python nucleation.py --numberOfElements=16 --nucleation_scale=1000 \\\n", - " --output=matrices/nucleation \\\n", - " --restart=matrices/initial_conditions/nucleation/t=0.0.npz \\\n", - " --store_matrix \\\n", - " --totaltime=6" - ] - }, - { - "cell_type": "code", - "execution_count": 102, - "id": "4ac67d7f-ff51-4a1a-9772-d41c40c43ade", - "metadata": {}, - "outputs": [], - "source": [ - "from scipy import io\n", - "mtx = io.mmread(\"matrices/nucleation/t=6.0.mtx\")\n", - "rhs = np.load(\"matrices/nucleation/t=6.0.rhs.npz\")" - ] - }, - { - "cell_type": "code", - "execution_count": 103, - "id": "43c1b185-5fd8-494f-a8ad-8bbd7c7d6878", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from fipy.matrices.scipyMatrix import _ScipyMatrix\n", - "\n", - "from fipy.viewers.matplotlibViewer.matplotlibSparseMatrixViewer import MatplotlibSparseMatrixViewer\n", - "\n", - "mv = MatplotlibSparseMatrixViewer()\n", - "\n", - "mv.plot(matrix=_ScipyMatrix(mtx), RHSvector=rhs[\"rhs\"])" - ] - }, - { - "cell_type": "markdown", - "id": "f49871c4-b086-4af9-bdda-1e8e4ea00e96", - "metadata": {}, - "source": [ - "### Results" - ] - }, - { - "cell_type": "markdown", - "id": "8bdc9eea-1b80-41fc-9bda-07d95dc1e627", - "metadata": {}, - "source": [ - "Solve [PFHub Benchmark 8c](https://pages.nist.gov/pfhub/benchmarks/benchmark8.ipynb/#Part-%28c%29)\n", - "- for one timestep of $\\Delta t = 1$\n", - "- on a 2D $N\\times N$ domain\n", - " - where $N\\equiv\\sqrt{\\mathtt{numberOfElements}}$. \n", - "- with an initial condition extracted from the central $N\\times N$ elements from a $1000\\times 1000$ simulation at $t=300$." - ] - }, - { - "cell_type": "code", - "execution_count": 139, - "id": "ed08d7a0-27d7-41eb-9344-bc187d38d426", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "events = []\n", - "for fname in glob.glob(os.path.join(datapath, \"nucleation/nucleation2[3,5,6]/solver.*.log\")):\n", - " events.extend(read_events(fname))\n", - "\n", - "nucleation = events2df(events)\n", - "nucleation_total = extract_total_times(nucleation)" - ] - }, - { - "cell_type": "code", - "execution_count": 140, - "id": "715783fb-5226-4696-92c9-6d4c5a22b308", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAmAAAAF3CAYAAAACUPduAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOzdd3QU1RfA8e9s3/TeQ2gpJIHQuzSlCSiCNEVAFAVUBKSICBZApdmQJgpYEFBBUAQVFKQo0kF6DQRCet3e5vfHEIqi4k8673NODsnu7Mzb2Rxzve+++yRZlhEEQRAEQRCuH9WNHoAgCIIgCMKdRgRggiAIgiAI15kIwARBEARBEK4zEYAJgiAIgiBcZyIAEwRBEARBuM5EACYIgiAIgnCdaW70AK6FkJAQuXz58jd6GIIgCIJwXWzfvj1PluXQGz0O4crdVgGYJEkdgA6VK1dm27ZtN3o4giAIgnBdSJJ08kaPQfh3bqspSFmWv5Fl+Ql/f/8bPRRBEARBEIS/dFsFYIIgCIIgCLcCEYAJgiAIgiBcZ7dVDZggCIIgCIrt27eHaTSaD4BURMLlevMAe10u1+O1atXKudwBIgATBEEQhNuQRqP5ICIiokpoaGihSqWSb/R47iQej0fKzc1NzsrK+gC473LH3FYRsSRJHSRJer+4uPhGD0UQBEEQbrTU0NDQEhF8XX8qlUoODQ0tRsk+Xv6Y6ziea06sghQEQRCE81Qi+Lpxzt37v4yzbqsATLi20tPTSU39y2BeEARBEIQrJAKwO4Tb7b7RQxAEQRCEW4rL5bpm5xYB2HX08ccfU61aNdLS0njkkUc4efIkd999N9WqVePuu+/m1KlTAPTp04dBgwbRsGFDKlasyJdffglAt27dWLly5fnz9enThyVLluB2uxk+fDh16tShWrVqzJ49G4B169bRvHlzHnroIapWrYrH42HgwIGkpKTQvn177r333vPn3r59O02bNqVWrVq0bt2as2fPnn88LS2NBg0aMH369Ot5uwRBEIRb3KFDh3QVK1ZM6d69e1zlypVTGjVqFG8ymaRffvnFmJaWlpSQkJDcsmXLSrm5uerLvd7Ly6tGv379YpKTk6s0aNAgITMzU7Nv3z59cnJylbJjfv/9d31KSkoVgIEDB0ZXqlQpJSEhIfmJJ56IAejcuXP5hx56qFytWrUSy5cvn7pw4UL/srHVqlUrMTk5uUpycnKV1atXewOsWLHCt169egkdOnSokJiYmFJSUqJq1qxZ5cTExOT4+PiUOXPmBAJs2LDBq06dOokpKSlVGjduHH/y5Entv7k3d+QqyMGDB7Nr165/PM7j8ZCfn09wcDAq1d/HqtWrV+ftt9/+y+f37dvHhAkT2LRpEyEhIRQUFNC7d2969epF7969mTt3LoMGDWLZsmUAnD17lo0bN3Lw4EHuu+8+HnzwQbp3787ixYu59957cTgc/Pjjj8ycOZMPP/wQf39/tm7dit1up1GjRrRq1QqALVu2sHfvXipUqMCXX35Jeno6v//+Ozk5OVSpUoW+ffvidDp55plnWL58OaGhoSxevJjRo0czd+5cHn30UaZNm0bTpk0ZPnz4ld5iQRAE4WbSt28se/d6XdVzpqZamDs3458OO3XqlOHTTz893rBhw5P33ntvxY8//jjw7bffjnjrrbdOtWvXzjR48OCokSNHRs29zLmsVquqZs2aljlz5pweNmxY5PPPPx/18ccfn/L19XX/8ssvxoYNG1pnz54d8tBDD+VnZ2erV65cGXj8+PG9KpWKvLy880FdRkaGfsuWLYf279+vv+eeexLvv//+36OiolwbNmw47OXlJf/+++/6Hj16VNy7d+8BgD179njv3LlzX1JSkmP+/PkBERERznXr1h0FyM/PV9vtdmnQoEHlvv3226NRUVGuOXPmBA4bNiz6iy++SL/S2ycyYH8jPz+f/fv3k5+f/5/P9dNPP/Hggw8SEhICQFBQEL/++isPPfQQAI888ggbN248f3zHjh1RqVQkJyeTnZ0NQNu2bfnpp5+w2+2sWrWKJk2aYDQa+eGHH/j444+pXr069erVIz8/nyNHjgBQt25dKlSoAMDGjRvp0qULKpWKiIgImjdvDsChQ4fYu3cvLVu2pHr16owfP57Tp09TXFxMUVERTZs2PT9GQRAEQfg3oqOj7Q0bNrQC1KhRw3Ls2DF9aWmpul27diaAfv365W/evNnncq9VqVQ8/vjjBQB9+/bN37Jliw9Anz598ubMmRPicrlYvnx54GOPPZYfFBTk1uv1nu7du8d99NFHAT4+Pp6y83Tu3LlArVZTtWpVe2xsrH3Xrl0Gh8MhPfTQQ+UTEhKSu3TpUunYsWOGsuOrVatmTkpKcgDUrFnTumHDBr8BAwZEf/fddz7BwcHuPXv26I8cOWJs0aJFQlJSUvLkyZMjMzMzRQbsn/xdpupidrudFStW0L59e/R6/X+6pizLSJL0t8dc/PzF15NlZRGLwWCgWbNmfP/99yxevJgePXqcf37atGm0bt36kvOtW7cOb2/vP53ncmNLSUnh119/veTxoqKifxyzIAiC8C/JMrjdoLmOf4KvIFN1reh0uvN/fNRqtVxUVHTZQMXlcpGampoM0KZNm6K3334784/HlP1N6t27d+HEiROjFi1aVFq1alVLRESEG2DXrl0Hvv76a79FixYFzpw5M2zz5s2HL37dxeeZMGFCeFhYmHPJkiUnPB4PRqOxVtnzXl5e54O3atWq2Xfs2LF/yZIl/qNHj45es2ZNSdeuXYsqV65s3bVr18H/977cVhmwq90HTK/X07lz5/8cfAHcfffdfP755+ezaQUFBTRs2JBFixYBsGDBAho3bvyP5+nevTvz5s1jw4YN5wOu1q1bM3PmTJxOJwCHDx/GbDb/6bWNGzdmyZIleDwesrOzWbduHQCJiYnk5uaeD8CcTif79u0jICAAf3//85m5BQsW/LebIAiCIEBxMeRctjn6HcHf39/t5+fn/u6773wAPvzww+AGDRqYNBoNBw8e3H/w4MH9ZcGXx+Nh3rx5gQDz588Prlu3bimAl5eX3LRp0+KhQ4eW69OnTx5AcXGxqqCgQN2tW7fiWbNmZRw4cOD8lOvSpUsD3W43+/bt02dkZOjT0tJsxcXF6sjISKdarWbGjBnBf7VYLT09Xevr6+sZOHBgweDBg7N37drlVa1aNVtBQYFmzZo13gB2u13atm2b4bIn+Au3VQZMluVvgG9q167d70aP5Y9SUlIYPXo0TZs2Ra1WU6NGDd5991369u3L5MmTCQ0NZd68ef94nlatWtGrVy/uu+8+dDodAI8//jjp6enUrFkTWZYJDQ09X0t2sc6dO/Pjjz+SmppKQkIC9erVw9/fH51Ox5dffsmgQYMoLi7G5XIxePBgUlJSmDdvHn379sXLy+tPGTZBEAThX7Lb4exZ8LnsjNsdY968eScGDBgQN2jQIFW5cuXsCxcuTL/ccUaj0bNv3z5jSkpKhK+vr3vp0qXHy57r1atXwapVqwI7depUAlBUVKRu3759ZbvdLgGMHz/+fNavcuXK9rp16ybm5+dr33777ZNeXl7y4MGDczp37lxp2bJlgY0bNy41Go2eP48Atm/fbhw1alSMSqVCo9HIM2bMOGkwGORFixYdGzRoULnS0lK12+2WBgwYkF27dm3bld4D6a+mpW5ltWvXlrdt23ajh3FTMplM+Pj4kJ+fT926ddm0aRMRERE3eliCIAi3P48HTp4ElwsMBoiNvWqnliRpuyzLtS9+bPfu3elpaWl5V+0iN4CXl1cNi8Wy83LPjR07Nry4uFj9zjvv/Gmq8mKdO3cu3759++JHH3208NqM8q/t3r07JC0trfzlnrutMmDCP2vfvj1FRUU4HA7GjBkjgi9BEITrJT8fnE64CmUtd7qWLVtWOnnypP7nn38+fKPH8v8SAdgdpqzuSxAEQbiOzGYlAPP1VTJgwhX5q+zX6tWrj13pOZYsWZJ+1QZ0Fd1WRfiCIAiCcNNxuZS6Ly8vECvLhXNEACYIgiAI14osQ3a2EniVtZ34/nv44gulIF+4Y4kpSEEQBEG4VoqLobQU/PyUn3fvhqeeUrJicXHQufONHZ9ww4gMmCAIgiBcC3a7kv0qazlRVARPPglhYTB1KrRvf0OHJ9xYIgC7ic2fP5/MzL9dXXvLa9asGaJliCAItx2PR6n70ulApVKmIocMgawsmD4dunQRqyEv49133w1OT0//V1v63KpuqwDsanXCnzRpEmvXrr3ksbVr1zJp0qT/dN5/62YPwP6qa7AgCMIdLz8fHI4LQdasWfDDDzBmDNSocWPHdhP79NNPQ06dOiUCsFuNLMvfyLL8hL+//386T506dejatev5IGzt2rV07dqVOnXq/N/nTE9Pp0qVKvTr14+UlBRatWqF1WoFYNeuXdSvX59q1arxwAMPUFhYyJdffsm2bdt4+OGHqV69+vljyxw9epR77rmHtLQ0atasybFjx5BlmeHDh5OamkrVqlVZvHgxoLSeaNasGQ8++CBJSUk8/PDDyLLMqlWr6Nq16/lzrlu3jg4dOgDwww8/0KBBA2rWrEmXLl0wmUwAlC9fnldffZXGjRvzxRdfsHLlSpKSkmjcuDGDBg2i/bmUutlspm/fvtSpU4caNWqwfPlyAKxWK927d6datWp069btT+9LEAThllfWcqJsL94tW+D11+Hee6Fv3xs7tuvs0KFDugoVKqR06tSpfEJCQnKbNm0qlpaWqjZs2OBVp06dxJSUlCqNGzeOP3nypHbevHmBe/fu9erVq1fFpKSkZJPJJA0cODC6UqVKKQkJCclPPPFEDEBGRoamZcuWlRITE5MTExOTV69e7f1P47gZiSL8y2jevDmff/45Xbt2ZcCAAcycOZPPP/+c5s2b/6fzHjlyhIULFzJnzhy6du3KkiVL6NmzJ7169WLatGk0bdqUsWPH8sorr/D222/z3nvvMWXKFGrXrv2ncz388MM8//zzPPDAA9hsNjweD0uXLmXXrl3s3r2bvLw86tSpQ5MmTQDYuXMn+/btIyoqikaNGrFp0yZatmzJk08+idlsxtvbm8WLF9OtWzfy8vIYP348a9aswdvbm4kTJ/Lmm28yduxYQNkUfOPGjdhsNuLj41m/fj0VKlQ4vzk4wIQJE2jRogVz586lqKiIunXrcs899zB79my8vLzYs2cPe/bsoWbNmv/pngqCINxU/thyIi8PBgxQut5PnXrD2lD07Uvs3r14/fORVy41FcvcufzjJt/p6emG2bNnp7dq1crcpUuX8pMmTQpdsWJF4Lfffns0KirKNWfOnMBhw4ZFf/HFF+kzZ84MmzJlSkaTJk0s2dnZ6pUrVwYeP358r0qlIi8vTw3Qv3//cnfddVfp2LFjj7lcLoqLi9VX831dL7dVBuxqat68OQMGDGDcuHEMGDDgPwdfABUqVKB69eoA1KpVi/T0dIqLiykqKqJp06YA9O7dm/Xr1//teUpLSzlz5gwPPPAAoAREXl5ebNy4kR49eqBWqwkPD6dp06Zs3boVgLp16xITE4NKpaJ69eqkp6ej0Who06YN33zzDS6Xi2+//Zb777+fzZs3s3//fho1akT16tX56KOPOHny5Pnrd+vWDYCDBw9SsWJFKlSoAHBJAPbDDz/wxhtvUL16dZo1a4bNZuPUqVOsX7+enj17AlCtWjWqVav2n++rIAjCTeGPLSfcbnj6aSgshNmzL6yEvMNEREQ4WrVqZQZ45JFH8n/88Uf/I0eOGFu0aJGQlJSUPHny5MjMzMw/TTsGBQW59Xq9p3v37nEfffRRgI+Pjwfgl19+8R0+fHgugEajITg4+JashxEZsL+wdu1aZs6cyZgxY5g5cybNmzf/z0GY/qKCS7Va/X9Pv/3V/p1/t6/nH6/tOteJuVu3bkyfPp2goCDq1KmDr68vsizTsmVLFi5ceNlzeZ9Lq//d9WRZZsmSJSQmJv7pOUk0IhQE4Xb0x5YT77wDGzbA5MmQmnr+sPV6PbVcLq7nvNmVZKqulT/+N9/b29tduXJl665duw7+3eu0Wi27du068PXXX/stWrQocObMmWGbN2++Zbce+iORAbuMspqvzz//nFdfffX8dOQfC/OvBn9/fwIDA9mwYQMAn3zyyflsmK+vL6WlpX96jZ+fHzExMSxbtgwAu92OxWKhSZMmLF68GLfbTW5uLuvXr6du3bp/e/1mzZqxY8cO5syZcz6zVb9+fTZt2sTRo0cBsFgsHD7859/5pKQkjh8/Tnp6OsD5mjOA1q1bM23atPNB2s6dym4STZo0YcGCBQDs3buXPXv2XNF9EgRBuKn9seXE+vXw5pvw4INw0ezASbWatmFh3BMcyJ3ShvXs2bO6NWvWeAN89tlnQXXr1jUXFBRoyh6z2+3Stm3bDAA+Pj7usinF4uJiVUFBgbpbt27Fs2bNyjhw4IAXQKNGjUonT54cCuByuSgoKLglY5lbctDX2tatWy+p+SqrCSubzrvaPvroI4YPH061atXYtWvX+VqrPn360L9//8sW4X/yySe8++67VKtWjYYNG5KVlcUDDzxAtWrVSEtLo0WLFkyaNOkfN9tWq9W0b9+eVatWnS+gDw0NZf78+fTo0YNq1apRv359Dh788/+oGI1GZsyYQZs2bWjcuDHh4eGULYAYM2YMTqeTatWqkZqaypgxYwAYMGAAJpOJatWqMWnSpH8MEAVBEG56f2w5cfasMvWYkKAU35/LAMnAAH9/nEXpbNYbWHFjR33dVKxY0TZ37tzghISE5MLCQs3zzz+fs2jRomPPP/98TGJiYnJKSkryzz//7APQq1evvGeeeSYuKSkpuaioSN2mTZv4hISE5Lvuuitx/PjxGQAzZ8489fPPP/smJCQkp6amJu/YscN4Y9/h/0f6u2mkW1Xt2rVl0Vvq+jCZTPj4+CDLMk899RTx8fEMGTLkRg9LEATh+snNVeq8fHzA6YSuXWHvXli5EuLjzx+22GCgu96F4b0UKoYk82vvH/DTXJ1eYJIkbZdl+ZIVW7t3705PS0vLuyoX+D8dOnRI1759+/gjR47su5HjuFF2794dkpaWVv5yz4kMmPCfzJkzh+rVq5OSkkJxcTFPPvnkjR6SIAjC9fPHlhOTJiltJyZNuiT4KpAknvbzwWtpT1z2Qg6c3sDqw3dKDky4HFGEL/wnQ4YMERkvQRDuTH9sOfHDDzBjBjzyCJxbpV7mOT9f8re8i3x8NWNqDyM6vDLtE27/rYgSExMdd2r265+IAEwQBEEQ/q2ylhOgtJzIyIDBg6FqVXj55UsO/UmrZX7RAaQfR9Eypjl96vdHrzWgv0rTj8KtSUxBCoIgCMK/VVKitJzw8lJWQD75pBKUzZ4NBsP5w6zAY0ZQf9mNMEMIb977Dg6PkyBj0I0bu3BTEBkwQRAEQfg37HZlU+2ylhPjxsHu3fDhhxAXd8mhY70MpH//FKriU0zvtBitVkeALhSXzQh3xI6Hwl8RAZggCIIgXKk/tpxYvhzmzYMnnoA2bS45dJdKxZvHl8LeRTxddyg1omugQo29KBCHBL6+N+g9CDeF22oKUpKkDpIkvV9cXHyjhyIIgiDcjvLzweEAvR6OHoXhw6FWLXjhhUsOc8kyPVyn8awaRFpUA56t/wwutwujO5LSUrEbyB+tX7/eq0+fPrE3ehzX020VgMmy/I0sy0+UNQMVBEEQhKvGYrnQcsJqhf79lUzYzJmgvXQ+8Q2NnYPf9MVL68XM9tNxuG0EaCIozNNxG7bf/M+aNGlimT9//g3bLulGuK0CMEEQBEG4JlwuyMy80HJi9Gg4eBCmTYPo6EsOPSI7eGXrZMj5nYmt3yJU54uPxh9TgR8eD9x/vxK72e+AvYhKSkpUzZo1q5yYmJgcHx+fMmfOnMCff/7Zq0aNGkmJiYnJVatWrVJYWKhasWKFb/PmzSsDDB06NKpjx44V6tevnxAXF5c6derUEICOHTtW+PTTTwPKzn3fffdVWLBgwS2bcRE1YIIgCILwd/7YcmLxYuXr2Wfh3JZ1ZZweF52y1+HaPov2tZ6kbVwT8LjAHIbHA6+8AsePw4kTsGIFdO58fd5C3+V9Y/fm7PW6mudMDUu1zL1/7t9mrZYuXeoXERHhXLdu3VGA/Px8dVpaWvKCBQuONW3a1FJQUKDy8fHx/PF1Bw4cMG7fvv1AaWmpukaNGsmdO3cu7tevX+5bb70V3rNnz6L8/Hz19u3bfZYsWXLiar6n60lkwARBEATh71zccuLAAaXeq1EjeO65Sw6TZZnJpcfZu2YIoRE1mNBoJE6nFW85ElOpmlWr4PPPYeBAZday/e3fh5WaNWtaN2zY4DdgwIDo7777zufYsWO6sLAwZ9OmTS0AQUFBHq32z8tB27ZtW+Tj4yNHRka6GjRoULJhwwbvdu3amU6ePGk4c+aM5sMPPwxq165d4eVee6sQGTBBEARB+CsXt5wwmZTVjn5+MH06qNWXHHrElsdLm55HJXuYfu909B4nvtoQSnK8yM6G55+HevVg6FCldEx/Hfuw/lOm6lqpVq2afceOHfuXLFniP3r06OjmzZuXSJL0j1VwkiRd9ueuXbvmf/DBB0FLliwJmjt3bvo1GfR1IjJggiAIgnA5F7eckCRlxWN6urLdUGjoJYdaXVbu3z8H15nf6NtyClV9ItBKOuxFQbjd8NRTSsD13nvKLOadIj09Xevr6+sZOHBgweDBg7O3bt3qnZ2drfv555+9AAoLC1VOp/NPr1u1alWAxWKRsrKy1Js3b/Zt3LixGaB///55s2fPDgeoXbu27bq+mavsDvo1EARBEIR/IT8fnE5l1eP8+fD11zBqFDRocMlhLo+L8Se+4+COGVRI680z8W1ROS3oXXGYHSomT4Z9+5RTREUpp7xTbN++3Thq1KgYlUqFRqORZ8yYcVKWZQYNGlTOZrOpDAaDZ/369Yf/+LoaNWqY77777vjMzEzdsGHDzpYvX94JEBsb66pUqZKtQ4cORdf9zVxlIgATBEEQhD8qaznh6wu7din7O7ZooRRwXUSWZbaf3cPEreNQhyTxXpMxaOwmfNWRFBfq2bBB6dParx+0bKm8xu2+c7JgnTt3LuncufP+Pz6+e/fugxf/3L59+9L27duXlv0cHx9vW7hw4ck/vq60tFSVnp6uf+yxxwquzYivHzEFKQiCIAgXu7jlRHGx0jMiLAzeeUfpfn+R/JIsuvw+Gbe9mGfazyYWGW+NL+YCP/LylFnLtLQLfVo9HiUDFhJyA97XLW7ZsmW+CQkJKf369csJDg523+jx/Fd3SAwuCIIgCFfg4pYTajUMHqwU4S9dCkGXbqBtsZUyYv+HZGSsJ7HNOzwUEIfB6QBrOE6nxLPPKtmuGTOUMjJQ6vijImX0WjfiT/Dlvfnmm5mXe7xjx46lHTt2/P16j+daERkwQRAEQShzccuJWbNg9WoYMwZq1rzkMJfLwcpj3zNv/xw0SZ2YWOVBjE4L3kRiNWuYPh127IBJk6B8eeU1ZjMEBoKfsQRsOdf/vQk3FRGACYIgCAJc2nJiyxZ4/XVo1w769r3kMFmWOZT5O/32TgHfaAa2mkKMw4S/KojSfG+2bVO6VDz8sNL1vuzUGg2EBjvBmgXyLT+DJvxHIv8pCIIgCBe3nCgogAEDIDYWpkxRWlBcJL/gNIMOTqOoNJOEXj/yIBCg0uIoCqGoSJm1TExUut6DMg3pcCiZMJU9BxCbQQoiABMEQRCECy0nDAZ4+mkoLIRvvlGarl7EUlrArPQv+enkatQtJjAmOIEAewk6Z3lMdhXPPadMNX75JRiNymvMZqX9hF5lAlcpvDEDjF4w8pXr241VuKmIKUhBEAThzlbWcsLLS1npuGEDjB8PKSmXHOa0mfk5ewuv7nkPKt7Do3UGUsleQgBhmIv1zJsHmzYpL01IUF5jMp2r+/Jxgy0LZnwK7mlwYiIs/fwGvFnhZiECMEEQBOHOdXHLiQ0b4M034cEHoUePSw6TXS7S848zaPcbuPR+lL9vLt0s+YThhbUggL17YepU6NgRundXXmOzKTOaoaGAPQ9W/AA/ToDqwD0AO67rW70TXa7L/s1CBGCCIAjCnenilhO5ucrUY0KCUnx/cd2XLJNfcJqxxz7gaMERuP8jhqm1hHg8SOYISkokBg2CcuXgjTeUl7rdSmwXFQUqjxW2bIDBT0MP4JAavgiDNi/ckLd9PR06dEhXoUKFlE6dOpVPSEhIbtOmTcVFixb5t2zZslLZMV999ZVfq1atKrlcLjp37lw+Pj4+JSEhIfmVV14JA6hbt25i3759Y2vUqJEUHx+fsnbtWi+AtWvXetWoUSOpSpUqyTVq1EjavXu3HuDdd98Nbtu2bcUWLVpUvuuuuxJOnjyprV27dmJSUlJyfHx8ynfffecDsHTpUr/q1asnJScnV2nbtm3F4uLi6xoTiRowQRAE4c5U1nLCaFQ63FutMHu2kg27iLkoh88Kf2bRoS+h4Qg6xTWmWvFpAl3RWK1aRo2CvDxlpyJfXyWuM5kgJgZ0Wg8c2QVtHoZnZFBLMNsNOTnw03ro3Pn6vNfNfWMp2uv1zwf+CwGpFur/8ybf6enphtmzZ6e3atXK3KVLl/L79u0zHD161JCZmamJiopyzZ07N7hPnz55v/76q9fZs2e1R44c2QeQl5d3frdzi8Wi2rlz58FVq1b5PPHEExWOHDmyLy0tzbZly5aDWq2WZcuW+Y4YMSLm+++/PwawY8cOnz179uwLDw93v/TSS+F333138cSJE7NcLhelpaWqs2fPal577bXI9evXH/bz8/OMHj06Yty4ceFTpkw5e1Xv0d8QAZggCIJw57HbleyXj4+S8dqyRdkpOz7+ksOcJYVssZ3gxc2vo4+ui3+zl3mk5AyRUiDWYl8WL4Y1a5QVj9WqKa8xm5VO976+QGEmNLgXajmUqcePZXAHQkrYhb2JbnMRERGOVq1amQEeeeSR/HfffTesa9eu+XPmzAl66qmn8nfs2OGzdOnSE0VFReqMjAx97969Yzt06FD8wAMPlJSd46GHHioAaNu2rclkMqny8vLURUVFqm7dulVIT083SJIkO53O82nLu+66qyQ8PNwNUL9+ffOTTz5Z3ul0qh588MHChg0bWhcuXOh77NgxQ926dZMAnE6nVKtWLdP1vC8iABMEQRDuLGUtJ7RaJXqaMQMeeQQeeODSwyxmTrkKeW7beOyShKPzIgbZS4jxqJCLQzh8GCZMgFat4LHHlNdYrcrCxuBgwGGBOo3BVQR9VHDYA9v9Ia9Q+Vq58kLB2LV2BZmqa0X6QxsPSZIYMGBAfrt27SobDAa5Q4cOhVqtltDQUPfevXv3f/XVV34zZswIW7x4cdAXX3yR/lfnGDlyZHTTpk1LV69efezQoUO6Fi1aJJY97+Xl5Sn7vm3btqb169cfWrJkiX+fPn0qDBo0KDsoKMjVuHHjkm+++ebENX3zf+OmrwGTJKmjJElzJElaLklSqxs9HkEQBOEWl5+vNObKzlaadlWtqmy2fTGHgwJ7EZOPf8zOrJ2428+mhU84DWxFBNqiMJWqefZZJdM1dapS9+VyKbFdVBSoJBnubgHHTkJ/A2g9sNgH8oovXMNiuZ7v+oY5e/asbs2aNd4An332WVDDhg1N5cuXd4aHhzunTp0a2a9fv7xzx2ncbjd9+vQpGj9+/Jnff//9/JTpwoULAwG+//57H19fX3dwcLC7pKREHRMT4wCYPXv2X+6uefjwYV10dLTzueeey+vZs2fejh07vJo1a2betm2bz969e/WgbPK9Z8+e69oT5IYEYJIkzZUkKUeSpL1/eLyNJEmHJEk6KknS8wCyLC+TZbkf0AfodgOGKwiCINwuylpOaDTKJtuyrNR9GQwXjnG7MZkKWG7awfs7PyCkel+8UrrStySTaHcodpOBV16BjAwleRYUpJzGYlGCL60W6PMIbPwNmnpBmg1WauHgH2a4fv8d1q5V9iu6jVWsWNE2d+7c4ISEhOTCwkLNsGHDcgG6d++eHxkZ6ahVq5YNID09Xdu4cePEpKSk5L59+1Z49dVXT5edIzAw0F2jRo2kp59+Om727NnpACNHjsx6+eWXY2rWrJnkdv/1zgLff/+9b3JyckqVKlWSly9fHjhixIjsqKgo1+zZs9O7d+9eMSEhIblWrVpJv//+u+EvT3INSLJ8/TvySpLUBDABH8uynHruMTVwGGgJnAa2Aj1kWd5/7vmpwAJZlv9x3W7t2rXlbdu2XavhC4IgCLcilwvS05XeEC+9BPPnw4cfQps2F46RZZxF+WzT5HL/1z2QjMHkPLmdoQ4T3Sw2/AtiWb5cYuRIGDkSBg1SXlZaqkw7hoQA41+FMS9BsB7GOaAYeFGGshhBpYLgIJj9PjzxBHz+OTRv/p/emiRJ22VZrn3xY7t3705PS0vL+08n/o8OHTqka9++fXxZYf3FevXqVa5GjRqWIUOG/O0Y69atmzhlypSMJk2a3HIpw927d4ekpaWVv9xzN6QGTJbl9ZIklf/Dw3WBo7IsHweQJGkRcL8kSQeAN4BVfxd8SZL0BPAEQLly5a7JuAVBEIRb1MUtJ779Vgm+nnzy0uAL8JQUc9rLzch1r1DiKEXVaw3VJRWtzEX4mcpz4oTESy/BXXcpXStAqfvy8jpX9/XZZ0rwpVFDTxX4yDCJC8GXWq30qMjNgz59YNmy/xx83YpSUlKqGI1Gz+zZs29YbdqNdjMV4UcDF38Qp4F6wDMoLev8JUmqLMvyrMu9WJbl94H3QcmAXeOxCoIgCLeSkhKlN0R2NgwfDrVrw6hRlx5jMpGv9zDzyEI2nNpAcpt3ORpWlYGFx4l2RmAv1fHss8rCyXffVRJZLpcS20VEgLRpo1LML0lwTxjUPQtfA+nnzq/VKtsdJSbAocPw1FO3ffCVmJjouFz2a9++fQeu9Bxbtmw5dHVHdXO4mYrwpcs8Jsuy/K4sy7VkWe7/V8GXIAiCIPylspYTKpWS9dLpYObMc8Va51itlEpOfjT9zlu/vUWtxPvYX/dpHrIUkOLyQlPqx8SJcOQITJsGYWF/qPtKPwJ3361U4ddOgtZn4Syw9Nz5tRol+GpQG06fQe78IMyZo9SACXekmykAOw3EXvRzDJB5g8YiCIIg3A4ubjkxZgwcOqT0+4qKunCMw4HD7eCQvpQRP44kzCeCk/fNpYLHSSdzEX5FYaxZAwsXKkmrJk2Ul5lMSiDmZcmDOnWUlZU1kiHxAIQBcwAnSsG/0wVpVWDPAUy9BpD17GtK7VfXriIIu0PdTAHYViBekqQKkiTpgO4oydsrJklSB0mS3i8uLv7ngwVBEITbX1nLiWXLYPFiePZZaNbswvNuNx67jUx/NS9tGEdmaSbVOn5MvjGIp4szibJFkZ2hZtQoZdZy+HDlZVarMhUZqLdArVpQXAzJlcF8AFoDPwCHUGq+XC6onQLR5XE8+iR7GnfkpK9BmX78/HPYuvW63xbhxrshNWCSJC0EmgEhkiSdBl6SZflDSZKeBr4H1MBcWZb/NG/8d2RZ/gb4pnbt2v2u9pgFQRCEW0xZy4mMDHjhBWjUCIYOvfC8LIPZTF6gjk8PfcbKoyvpddeLfFK+GffZiqjt8EFTZGToUCWJNWPGuWTWuf2dw0PcSI2bwqlTUC5a+XesDAXAYpQpT7cbkipAt664DaHsCanKExOrEltOYtnnoG/e/LavAxMu70atguzxF4+vBFZe5+EIgiAItxuXCzIzlQCof3/w94fp05WMVJnSUkr9jfxWtIcJGybQOK4Jm5q8SIjs5pHSEvyKY5n2LuzZo3SriI5WZjRtNigXK6Pp1hm2bYOgQLBaoK1DWU42EbBLyhxTbCT07oKsC+BIVBVeWZDAvl1+7Nsts2LF9dsKUrj53EyrIAVBEAThvytrOSHLSuYrPR2++AJCQy8cYzLh8DFygiKGrR6Gj86HlA4fsFGj56XiM0SZItm2QcWHH0Lfvhe6VZhMEB4OxtFDYflyZSPvAC9wn4H2wHpgD0rRfYAv9O8KxnBOlqvC7M3lWLE0DGp+iH9oCU2aDwSua/N14SZyM9WA/WeiBkwQBEE433Liiy/g66+Vjqn161943mrFo9OS6eXmjV8mcjj/MM+3fY+5QZVpYi/hLpMP1gwdw4dDaiq8+OL5l+HrCwGfvAtvv61k0xIrQPoZ6AeYgU8Bgx6MehjQFYyhZFdOZvnZSKa/VR6p9TDo8DjF9Yfy0pIF1//eXGeHDh3SVahQIaVTp07lExISktu0aVNx0aJF/i1btqxUdsxXX33l16pVq0oADz/8cLnU1NQqlStXThkyZMj5lRLR0dFVn3766ejq1asnpaamVtm4caNX48aN42NjY1MnTZoUCuB2u+nZs2e5ypUrpzRv3rxy06ZNK8+bNy8wPz9fXb58+dTdu3frATp06FBh6tSpf7l10fVyW2XARA2YIAjCHa6s5cSRI8r+jnffDQMHXnje4QAgN0DH8oNfsnDvQgbWeYrFSR3Ryx6eKDLjVRjB4BFKrdfMmcrm2g6H0t4rYstypMGDlXM1qK1sN9QeqAC8A2AEPDCwB/gFUZhUg7WWYMa9Uhlnhx5Q9XM416ky3bgU6HtdbktfiN0LXv985JVLBcvcS/t3XlZ6erph9uzZ6a1atTJ36dKl/L59+wxHjx41ZGZmaqKiolxz584N7tOnTx7Am2++eSY8PNztcrlo2LBh4m+//WasV6+eFSA2Ntaxa9eug4899lhs3759y//2228HrVarKjU1NWXEiBG5H3/8cWBGRobu0KFD+86cOaNJTU1N7dOnT35wcLD7rbfeOtW7d+8KAwcOzC4qKtI899xzN3SHALjNMmCCIAjCHays5YTFAgMGKD0i3n5bKYYHpR7M4aAk2Je9+QcZu24sNSJqEN30JbZq9PQ15RNVGsqiORJbtsAbb0DFihfqvqJP/4a664PK1GazJkrwFQF0BrYAB3zA7oAne0CwH6Wp9fhV5c0rr5Unv01LJfgCyhtTSQmsw0cd592gG3V9RUREOFq1amUGeOSRR/J//fVXn65du+bPmTMnKC8vT71jxw6fLl26FAN89NFHQcnJyVWSk5OTjxw5Yti9e/f5/Rm7du1aBFC1alVLzZo1zYGBgZ6oqCiXXq/35OXlqTds2ODTqVOnQrVaTbly5Vz169cvLXvtAw88UFKlShXriBEj4ubPn59+fe/A5d1WGTBBEAThDlZQoERKI0YoWbClS5WdsuH8ikd7eAin7FmMWDMCgHHtZ9HDK5iqDgttinw48auGadOgWzfo1El5qdkMUeYj6Nu2UIr769eHDZuU9uH9UHp9LfUGkxn69YDoACxVarPdYGTqjDAONmwIIUcBSPatR83Sl0ipAKE+oX96C9fKlWSqrhVJkv7084ABA/LbtWtX2WAwyB06dCjUarUcPHhQ995774Vv3779QGhoqLtz587lbTbb+USRwWCQAVQqFTqd7vyONyqVCqfT+bd7W7vdbg4fPmw4F6xpKlWq5Lz67/TfERkwQRAE4dZnsUBeHnz6KaxerTRdrVnzwvOlpXhCQziLielbp7MjaweTWk5ielhVbMCgQhvyaS9GDYPKlWH8+Aun9Xfk4HtvY+WH1FTYvUvJpt0NJAFLjZBhhoc6QsVwrMlpbPX2ZvZ38FNc4/PBVxWfetQwj+LTU68y4ZuFlJjt1/ce3SBnz57VrVmzxhvgs88+C2rYsKGpfPnyzvDwcOfUqVMj+/XrlwdQWFioNhqNnqCgIHdGRoZm3bp1/v/mOnfddZdp2bJlgW63m4yMDM1vv/3mW/bcq6++Gp6QkGD76KOPjj/22GPl7Xb75Xbfua5uqwBMFOELgiDcgVwuZepx715l3rB9e2XpYhmzGfz9ydW5WJu+llnbZ/Fw1YfRVXmQVVojPUzFlCsOYOILSv3+zJnK5toOB6htZsIfbIKUkwOxsZCVBVYbhKC0Cz+gge+scH8rSK6AJbEiW3wNfPp7DovUHcC7AIB4Y11qugewIHcERG/DVOlTXvx4xQ25XddbxYoVbXPnzg1OSEhILiws1AwbNiwXoHv37vmRkZGOWrVq2QAaNGhgTU1NtcTHx6c88sgj5WvVqmX6N9fp3bt3YWRkpCMhISHl0UcfjUtLSzMHBAS49+zZo//kk09CZsyYkdGmTRtT/fr1S59//vnIa/Fe/43bagpSFOELgiDcYWQZcnKU7NczzyhB0pQpSsU8KEsXdTpK/I0czv2dEWtGkBicyPBmr9Da4E+cy84DeV78ME/F+p+V+K1KFaXuy252Ubl/W6TDhyAgQNlDMuPcTF5flBTGLBc0bwi1UzElRrPFR8dnJw7wYd540HgAiNPWpoa2BwsyR4K3DQrLgSkKV3HLG3HHrjuVSsVnn3126o+Pb9y40bes+L7MkiVL0i93jjNnzvxe9v2gQYPygfzLPTdz5szT/v7+nqysLHWdOnWq1KpVy1KuXDnX8ePHzzd2/+CDD07/t3d0ddxWAZggCIJwhykpgaIiZY+goiKl7YTvuZmncyse7WHBZJpPM/qn0ZgcJj5/8HPe9AknR1IzJc9C7nY/3p6sJM569lReaiqVqTi2J+pNG5RlkJUqwfbtypONgTTgIyCuGjSvR3HlCLb6uvngzC8sPvGRUh8mQYSnJjV8WvF59hhw+4MtFAJOQvAJUpquRqngv/OkpKRUMRqNntmzZ1/V2rSWLVvGl5SUqJ1OpzR8+PCz5cqVc13N819NIgATBEEQbk0Oh1Js/8EHsGGDkvlKSVGec7vBbscdG0OmLYd5O+ex4dQGJt0zidKwVD7RetPebCL2jC9DBitd7idPVhJnZjPEzHgB3dLFygrKRo3gp5+U8/oBvVD2eTxVEXrcTV6FCLb7WZl08md+OvMTIIEkE2SvTmpELZblT4SiRFA7wP8MLFwOOjOrdrXnqdt8F6LExETHkSNH/rSt4L59+w5ci+tt2bLl0LU477UgAjBBEATh1uPxKFsNbd6stJp48EHo3l157tyKR6KjyfWUsi1zG29ufpMOCR3oUvUhWhr8CfK4eCjbwPsvSmRnK3t1+/kpbcQCFs7A5703lHO1bAnff3/hun1VoPPAilDk7veRGRfMTv9inj+6hH2Fh0BWgcqDV2k1EmPLsaZwDpy6C3wzwTcLPl0FJ5sQFCQx64frfdOEm4kowhcEQRBuPQUFSj3W0KGQkACvv36h7stkgrAwSrQyp4pP8dwPzxHpE8mklpN4T+/LUbWOp3JdbFmgZc13MGoU1KihJM20K5cR8vLTynlatFBWVJapr4Y6HvjeiLttN9JjfNjkW0y//e8rwZdLByoP2sIUKkT58GvR17C/M/idAZ8c+OR7ONkEkCgshN9+u+Z3yePxeG74ar871bl77/mr52+rAEyW5W9kWX7C3/9frVwVBEEQbiUWi5L9GjZMKbKfPVtZtghK5svPD7uvF5mlmYz7eRxnTWeZfu90cg2BvKvzobHFRvh2I9MnKDHWE08oSTP3xl+IHtIVSZahTh3YuFHJtAH4qaCXB06pcMT15Ei0Fz8GFNN3/zSybHlg9wGNAyk/kYgImX2lv8CWgRC5DbzyleAroyEg0bUrvPmmUnN2je3Nzc31F0HY9efxeKTc3Fx/YO9fHSOmIAVBEIRbR1nLiRkzYMsWmD4d4uOV586teHSHhnCmNIOlB5ey4sgKRt81mppRteio90MnyzxyXMvrg5Qere+8o5R52fccIu6JNkhOp3K+Q4fOF/GjkqCXBnwcWM904FiMN1/7ZvPSvk9xyW5UthA8hjwoqEBQqI0MWwasfRVqzQGdCT5eDZm1AYlWrZQ+sWFhSm3/tb1VrsezsrI+yMrKSuU2S7jcAjzAXpfL9fhfHSACMEEQBOHWUNZyYs0aJevVqxd07Kg853SCLCNHRpJjzeNg7kHG/TyOpnFN6V+7Pws0RrZpjTyT42Tpy1pOpcPnnytBmPPUWWJ6t0AymyA8XMmilZQo55WARr7QoAR7RhUOhpfjA8NRZh5bgQwY7DHYDKehKAbvIDOFrmJY+R40mQAaG3y0BrKUhrC1ayvbU3p7X0jYXUu1atXKAe679lcS/h8iABMEQRBuDaWlsH8/jBwJVavCSy8pj7vdyhZEcXGUeKxkmbIY+sNQfPW+vNPmHfJVGsbr/UixOdF+ouX7JfDcc9CgAXiKSwl/pCWa3LNIXl4QHKxco0yFUOici9vsw35dI16StvDN6S0ABHoqUag/BqYwtH7FOD1qPEvmQ9shILnhox8hOw1Quuu/8Qb4+0Ng4IUdkoQ7lwjABEEQhJufwwGnTimRkywrGTCD4ZIVjzYNZBVlMfXXqRzKP8TCzgsJ9Q6lr9Ybq6Siy1YVb4xRAq9nnwXZ4SSgz33oj+5D0miUoG7z5gvXLB8Jjc4ih8C+whY85vmJnfnHUaMiUpPIadcBsAQieRWjl4IxLZwF9z8OsoT00Y/IOVUBZbpxyhSIiFACsNDQC+sFhDuXCMAEQRCEm1tZy4lJk2DPHvjwQ4iLU54zmSAkBLe3F5lFJ1l9fDULfl/A03WepklcE75Tafle70uPLDcfP6nGywjvvQdqlYz3gN74bFmnnKdRI/j55wvXrBgDmtPIrWG/KZH2pZvIcOTjpTZQzliZg6a9YPMBYzHBUmUKF0yDBx4Clx4+WYOcWwUAHx+l4L58eeX7iAil5kwQbqtfA9GGQhAE4TZUUKA06vrkE3jySWjTRnn83IpHOSiIHHMOJ4tP8sKPL1AzsibDGg7DhMQLhgBiHW6KRqk5fkApuo+IAMMrz+P/7ULlPE2bXhJ8yZXKQcZp3M/o2G3zomHuKTIc+YToA6gSkKgEX04DGEyU09Sm5LPZuDt1B6cXzF8H54IvjQYmToSkJKU5f3Q0qNXX99YJN6/bKgATbSgEQRBuMxYLbN0KL76oVLGPGqU8brWCVgvh4RQ7Ssgz5/HcD88hSRIz7p2BVq3lVY2RbLWWFivUrJoPT/ZX2k4Y5rxL0JxJynnq1r0k+PJUiIPjGdifCOBHvYN6Z2yUuK1U8oslKTCe7fm7wa0FrY0qmrbkfvYGjk4dwe4H89ZBQWVAmWJ89VWoVUsJvmJilIBMEMqIXwdBEATh5uRywfHjMGSI0rNh5kwl6Dq34pHoaGweB1mmLGZun8nOrJ3Mbj+bWP9YNiOx0OBP89MevuyjIq0GPD8S9F9/QeArg5ElCSkp6cL+joAnJhrpVAa2+kHMrZLPM5kg46F2SAr+hgB+PL0JPGpQO6lJX45++RDWjveDJRTmr4XiWJRlk8qQGzdWuuuXK6fs4y0IFxMBmCAIgnDzkWXIzYVXXoHDh2HBAoiKumTFo1utIrMogy1ntjBz20x6VutJ+4T2OGSZEcYg/F1w5iEVKglmzQDvHesJHPQwSBJSRAScPKmcD3BHhENONuYIX4Z1NvF+njKMttENQatnVfpaONfPtHbpGE5uakhJ245IlgjkeWuhJJqy4Ouhh+C++yAgQAm+DIYbcP+Em54IwARBEISbT2kpzJsHX34JgwcrdVqyrBTdR0cj6/VklWaSY87huR+eIyk4iZebvgzAW2odx7QGGs2ETRtg1myoaN1HUO8OSB6PUg1vtyvTm4A7OAhPSTHFATo6DfSwwWQHoFeFdhRgY8WJH0EGXAZSTk7j7NkQclt0RmWOxvPhz2CKoCz4at4c+vVT+nzFxSk9vwThcm6rGjBBEAThNuBwwLp1ShFVo0bKfo+gBF+hoeDnR5GtiGJbMSPWjMDkMDGj3QyMWiP7PS5mGYOpki6zaSA81Avur3WGoB6tUFktoFIjBQRAfj4ALl8fXG4HJ33d1B0oscFZigQMju9OkeS4EHxZg4nesBxriS9nGnRHY4nF88GGS4KvKlVg9GhlurFSJWX6URD+igjABEEQhJuHx6NMOT77rDKHN326snTQbFaq2YODsTqtZJuz+WTPJ2w4tYFxzceRGJKIW/YwUh+MyiNxur1EfDKMG1JMUI9WqHOzweNGqlhB6ScGuI0GHEYtWwMs1OkvkY4ZHTAuqTsn3AV8fXy1EnwVl8P3i/X4RWVxPK0XWkt5XO+vB3MYZcFXeLjSbkKjUZquikarwj+5rQIw0YZCEAThFpefr2yWmJGh7PcYGqrUfJ1b8eiS3WSWZrI/dz+Tf5nMfYn30SO1BwBzZRU7DN6Evi3hPA6z3nUQ3f8+tEcPIHncSCkpyh6PgEerwRTsy7LwQlr0limRHPhLMCehOdsc+Sw//oMSfOWkoJn3GxWa/MqB+MfRmSrjnL1BKbw/F3x5eSl9YbVaJfMVGnqD7p1wS7mtAjDRhkIQBOEWZrHAu+/CqlXKdkP16ysrHj0epe5LpSLblE2xvZhnv3uWaL9oJt4zEUmSOOmyMdUnnLDjMhkjYOwED/Xf7on+t/VIsoxcpQrs3QuAR6WioFwob1fK5eHO4JJkotTwTYVyLHNoWHZ8tTKejIbwwRaSH1jOnnL90ZVUwf3BOrCEUBZ8qdXK4kxvb6XZalSU6HIvXBlRhC8IgiDceC4XfP+90rn0nntgwIALKx7LlQOtliJrIaX2UsasHUOWKYtl3Zbhp/fD5XExVhuCBRWm+yXadoKn9j2H14ovkCUJyleAAwcAkCU4lRzDC4mnWFhVCaOStBpWxcALngp8la4EX9LRNsgLviG++xz2lHsGXUF1NItW4DCFXDLs119XGrtGRioBmOhyL1wp8asiCIIg3FiyDEeOwDPPKBsnvv22kkYym5XIxmhU6r5M2Sw/tJyVR1byfKPnqRFZA1mWWeaSWOPjh/4diWgLzKj0Ln4fvo2s1iCHR8CJ40goM4q76pajRz0l+AKoYQjg11gXk52V+CxdaciqP9oJ+dOVRHWYw5H4p9Hm1sF/5VdY8sIvGfZTT0GNGsr+3QkJosu98O+IAEwQBEG4sYqLlWgmJ0cppgoMPL/HI35KhiuzNJOTxSd5ed3LNItrxpO1nwTgrM3CBN8oDKfA8TLM7rqSuEnP4tHqkb29kbKzzgdfPzSN5YEGp9gWrVy2kVc51kZbmFzqz/TTSm1YUEZX7J8uwbfZ+2TWeArN2UaU3/EJuccvNFkFZTekzp2VHl8pKUr9lyD8GyIAEwRBEG4chwMmTIC1a2HsWCWlZLEovbqCg5FlmWxTNhanhWdWPYOfwY932r6DSlJhd9mZpAsjR6fG1hNGdDlE2ykdkfVGJVaymEGWkYGP7o2iS8MMsn0kXCpo5VOF+dFa3ip0MCFXWbhVvrgTBR8uQttgFqVNB6DOaE6NMzM48lvlS4ZcpYqyTkCWoXp10WhV+P+IAEwQBEG4MTweWL4c3noL2reHRx9Var40GqWwSpIotBVicph4Y+MbHC04yjtt3iHEKwSP7GGDQ+JLfz+kD6C5XMQri+oga7RIDhuySkJyuZCB8Z2Ceax2JrIkYdPIPOhXk+eiyvFh3jFeLlCGUo37SH/7S6S6M3C2HoDqREuaWaeydWXKJUMOCoJp05Q+rtWrK3GiIPw/RBG+IAiCcGMcOgRPP60U2U+ZohTiezwQGwtqNVanlRxTDmvT1/LZ3s94uu7TNIlrAkCuxcTLvpWRciVCp7hYmF8flceFymbF6euDptSEUwVP9vBmfnw+fnYw6aFPYGNahFZiafanzD7Xsaihfyu2jPwS6r6D3HYI0pF2tNK9yprP0rh42lGngw8+UGLEmjVFry/hvxEBmCAIgnD9mUzw2GNK/dennyp9HEwmZf8erRaXx8WZkjPkWnIZuWYktSJrMazBMAAsDiuzVZGc8Nag6ivzmfkRQotPoHI6sPv5oSspocgAnR/RsTbajL8NbAYN/UPupkZgLF9mfcnXJcoekHeFtmD3mC9x1X4HWg2HAw/QzncsaxdVw+W6EHxJkpKo0+uVgvvIyBty14TbiAjABEEQhOvL7YYXXoBff1UyX8nJyt6PUVFgNCLLMmdLz+L0OHn2u2dRSSqm3zsdrVoJzHabVXwY4Qdfw4u/zKJ55hfg8WDz88NQUsLxQGj3iIojAQ587IDRyNNhbUnxDWHG2eVsMxUB0DSyMSff+YiS5Pfgnhdgbxfaer/IjlUpmE2XVugMHao0WY2MhIoVr/8tE24/t1UAJklSB6BD5cqV//FYQRAE4QaQZfjiC3jvPejSBbp3V4KvcyseAQpthVicFqZtmcbOrJ283/59Yv1jkWWZfJOFMYZ4XHZoOOZ3Xjr9FLJGg8NoxFBSwsZy0LE72DUyGjf46n3pG30fFbT+TDizhGPWbADuiqiLc8W7pIfOheYvwZ6HuUc3msxd8WSeubSfRLt20Lq1shNSSoro9SVcHbfVr5HohC8IgnCTO3RIaTmRkACvvQZW6/k9HgEsTgs5phy2Zm5l5raZ9ErrRbuEdgCU2ix8ao/kQJgan5dsfLXnbjxGIy6NGoPZxMdpcHcvUKPCqpYppwpkYPnuRKl9GXNm4fngq1loItEHx/GLaYkSfO3sQxP3K2iKK7N796V5iaQkGDJEaTNRo4bo9SVcPbdVACYIgiDcxMxmePhhpYr9/feVVNJFKx6dbieZJZmUOksZ/N1gqoRUYWyTsQA43A6Ol2iZFuIHm2WWvHMfAb52cDnR2G282AJ6PwBRVg05Xh5qOoN5IukhvJweXjzzKWcdhQC0Dgihuv1lFu1bA00nwPbHqWsaR1xAOb5bdWkzr8BAmDxZWRdQs6ZS/yUIV4sIwARBEIRrz+OB556DHTuUqCYuTqkFi4oCtRpZlskyZSEjM/T7oZidZma2m4lRa8Qje8grsjHSFovTKPFEv/e5y387GlMpdpx0exAmNIHEYi3pvi7aFIbwcM1HsZiKGHP2UwpdJgDa+mhoFvwK0378FRpNhq0DqJY3jgbVwljwyaXBl1YLU6cqKx+rVTs/O3p1yDJ4XFfxhMKt6LaqARMEQRBuUp99pnS579UL7rvvwopHnQ6AfEs+FqeF+bvns/HURqa0nEJ8cDwARWYzS7Jj2FtPTeyEU0w+8yLGwkLO+EDHHrA9CpKLdOwPcNAnI4S67ftz9OxepuWuwCkrgU5LI/Su2J8+n+3CXWcObB5E5TNjaH+/L29N1eHxXDrc0aOVgvvERAi/dAei/85RCG4beEVd5RMLtxIRgAmCIAj/SrYpm2JbMRqVBq1ai0alUb5XadGoNagkFSpJhVpSK98fPIT01FNKKumll5Tg69yKRwCzw0yeNY9DeYeYvGky9yfeT/fU7gBYnFYycr2ZGuGF6rCble/cj19hHjsi4P4eUGiEpGIt+wMcjN4bTNzDT7E5YxPzCn5E6YEPdxlgcsW6NPu6EFvqAtj0HLHHRtOrrzfvvavDar30/T38MDRooLQni429yjfPZcVScgILGkJEAHZHEwGYIAiCcMVsLhuF1kJ89b54ZA8e2YPNZTv/vSwrQY+MjCRJSBYrsV26opXdZE19GYpPowkMRqd1o7GX4va4ySjJwOF28NTKp4j2i+aNe95AkiTcHjeFhW4GHw3G2UnFy61fJjV3F8sSoWdn8LNBhFXDEV8n0zcFou//FN+kf8/y4s1I5xqo1jRq+TxGT71fQigqvwA2PE/w3lEMGKLnk4905ORc+v7q1oXevZVFmZUqXeUVjx43lpJjnDTl4WMIuIonFm5FIgATBEEQrlieOQ+dRockSaglNWr+flmg/+AxGPYfJm/6FNwhQXj0Oux+Bkqt+bg9brJMWdhddl7b+BpZpixmtJtBniWPYlsxhSYLi9eW43A/I8lz9zH6x3FMbigxsqVMag4UeElkGVws/t6XkucGMDd9KRtK9yIhISOTYPRhTaSJ1kdTOOW/EtaNxXvHSJ4bBWt+0HPgwKVjjYqCF18Ef39l9eNV3WBblrGUnCCj9CxqtQ6L0/rPrxFuayIAEwRBEK6I1WnF7DTjq/e9ouMNny7G+9PPMfXtiaNJQzQqFURGne/lUGApQCWpWHdyHT+f/Jln6z1L7ajayLJMidXMgZ0Sn9SOQ5Pv5Kux9/JkOw9za0Lz47ArEtQemW+XGNg29EHmpH/CIWsGKlR48BBlDGBdRDEPZYWwVd4FP41Dt3kkY1428fveQH766dKxGo3w+utKN4zExPOzo1eNxXKWjMLDaPWBZBafQavWXd0LCLccsQpSEARB+EeyLJNryUV3hYGDet8BAoaNxlGjGiWDByorHsPDzwdfFoeFAlsBZ0rOMPXXqTSMbUjPaj0BcLldnMwo4c3d8bjraHhh9HM8ec8p5taEbr/D5hjwt0usW6Bj14BOvF2wgsPWDNSSEnwF6v1YHmNkYI6K7yx5sPoNpI2jeGrEDvadMbFggVz2rgAZSZIZ/oKV6Dgr0XF2vHycuD3u89Op/5XFVkBG7m60On9yzfkcKTqB3e24KucWbl0iAyYIgiD8I4vTgsVpwU//z/0YJJOZoF5PIuv1FLz1GricEB19fsWj0+0ky5QFMrzw0wv46nx5pdkrqCQVLreLg5knWTVWz+mV0SQsW8Ei4zTSA+Dx7TCvBqTmqfj2M1g0vDWvmVdQ4jSjkTS4ZDcBOl9mJtRk/PF1LDcD302FzUN49rnfkd0xLHo/EmWD7bLgSqLjQ7nE1y5AFShh1cGJIiXglJDQqDSoVWq0aq2yyODcggO1Sn1+sUHZggNJkv50Lyz2UjKyd6DTeJNrLWJP7gGGrH2JlJAE1sd3QK8RzcXuVCIAEwRBEP6WLMvkmnMxaq5sXs5/0HA0R49T8ME0PH6+EBZ2fk7PI3vINmWjklRM+XUK6UXpzGg3gyBjEA6Xg8N56eSOPsznz49BlbGG7C33ozVCn53wfh1omqFm+QI3M4c2YbxnNR6PB5Wkwim78NF5M6pqRz468CmrLMC302DrU/TqcwjfYCPvTIzA6SwLvpR/6zSw8EgfJyEhvsTFKn1hL1a2uMDusmOVrcjIeP7Qs6JswUFZIKZVadGqtTjcDrLz92GU3WRbS9iVs49RG15HQmJL1m6+OvjV+dWewp1HBGCCIAjC3zI5TNhcNvwM/5z9Ms79BK8vl1P6VD/sNatCQOAlXUwLrYXY3XY2ntrI8kPLeazGY9SNrovZYeZUYQbSrF8ZFzIOIufB4n5ElXiofUYJvjod0bBwkYsJT1fndf0v+KDHghun7MKoNfJM1YdYeehTfrbIBP70OoVbn6Z12zOkVDPz3ruplBSXVd1IqFQykTEuhr5QTECAkqD7Y/AFnM9waVT//OdSlmU8sgeX7KLEUsLp/EOonUWku53szN7LxO1zMGqMmGxKV37cTtYCW4ER/3h24XYjasAEQRCEv+SRPeSac/HSef3jsZrdewkYORZ7/TqUPtYTvLwhKOj882a7mUJbIQXWAiZsmEBaeBr9avajyFpEemE6fPMzc754gJLuE+Drx2h2wkNCHnxSHQbu0vLFZy6ef7wC4wJ3E6rxwy67cMgu9Bo9T1fvxarDX7HeZKHZkYcpXP88qdWKaN/uBF98kUhGetlUn4Ra48Fg9DDq1QJCw2SiosBg+O/3SpIk1Co1bo+bfHMW/ioHdlTszt7P5K2z8NH5YLIVcrcRFoRDgg90Ber890sLtyCRARMEQRD+ksluwuVxYdD+fYQilZQS9Eg/PH6+FL7+klLvFRYG5+qiHG4HWeYsNJKG0T+NRiWpeLXZqxRYCsix5CD9tpuDrwWw4eVpsHsZHU8EUiAVsrwKjNugY/SPDvo+Hsr8yBPE66PIdBZg8zjQqrUMqNGX5Ye/4UhpLqM8Cbz+2ceEhdsYOGAP361JZNuvPpRNO6rVHjweiSEvFJCY5CYsTNkL/GqxOq1klp5B5ywm32phfeZ2pm6bRaAxgFxLHq294KtIMKjgCbWWz4HmV+/ywi3ktgrAJEnqAHSoXLnyjR6KIAjCLc8je8i15GLU/kPtlywTMGAI6owz5M+bjifQX9lg+9yKR4/sIceUg0alYea2mezL3cfrLV5HRibbkg1H0tG9tJXxT5nBvpvG6pYcM67mYCjM/VbDwzscdHzch69jcqntHc9B62msHgdqlYYna/Tj68PfkF6cwdwQDRPGf4PB4GHM2F3s3BPJ10vCzg1SQqXy4HareOjRYprd7cA/4JIE3X+mBF+Z6FxmCi35/Hh6K2/v+IAQr2ByzLm09ZZYGiHzXWgr3jBWo2XkvSL4uoPdVlOQsix/I8vyE/7+/jd6KIIgCLe8YlsxbtmNWvX3zVa9Zn6A8ZtVlD7bH0dqFWUTRd2FdhWF1kIcbgfbMrfxyZ5PeCDpASoFVSLfko+UnUfgK3Pp2fMIBB4luParnCxYzYlA+OpzFQ/scXF3Pz1fx5i4J6AWh6ynsXjsqCSJx9MeZ8URJfhaFAH7vxvHsZx4Ro05QOYZHR/MrgyUrUyU8Xgk6t9loc8TZry8IPxCgu4/szqtnCk9g87jpLA0g2UnN/HW9jmEeIWSY87lXh8dSyNksnwqcSDvGFvWTmH6kZWsvTqXF25Bt1UGTBAEQbg63B43+ZZ8vLR/X/ul3bYD/xfHY2vSCFOPzpeseARlCrPQWojVZeWldS9RMbAi9yfcT5G1CIPDjWPSRDp1LMGjjYQOU3B+3he7Gn76WCLcLNP4CTUHgh08GNqM1QVbMXvsAPRJe5SVx77ldOlpPgz0oUJePN1XDmPA0yfQqUxMeLMusudCuwm1RiYqxsXoV4vQG5QE3eWK7v8fZcGXFoms4hN8ceJnFuz5jAifSLJMZ2nj78dXoSVYtAH8GlKboabFxEdARW9oDWIa8g51W2XABEEQhKuj2F6MR1ZaPPwVqaCQwEeexB0aQuGrzysbKF604tHhdpBtzkan1vHi2hexOC30q9EPh8eBQdaw972XebxJHp6SmtDhFdTLHiOsxMmmD0HvUdHoMTgaItE3pgNrCrZi8ihtIHqm9uT7499xuvQMI511eCjASt/359KmXR6VKmYzeUoN7DYVZXVfeoMHo1FmwtRCfP0gIvzqFN2DEnydLj2DS9JytPQEnxxZxYI9nxHtG02W6Sx3B0XxdWgJKknNT+Ft6XFqMXv18VSs0Ima5R7gc5RVkMKd51/F/5IkqQAfWZZLrtF4BEEQhBvM5XGRZ877+5WPHg+B/Z5BnZ1D3vwZyJGRlxRUeWQP2aXZaFQaPtr9Edsyt/Fo9UcJ8Q5Bg5qvPn6erxJzkPZ2Q9+1LrYVj5GaBT98DPsi1HTu4sZtNPJUXCfmZSyn1G3FjYfuVbrz48kfyTZn0zG/LxPqzWHcV6Px+FegZetDzHwvifw8A2XBl9HLhd2m5uWJ+cRVcBMUBD4+V+c+mZ1WjpSewarSU1J6kuV7v2D5oRXE+sWQUXKaZuGJrPQ9hEaCXb530fHMIk6pI6nozkdn2Q1uO83VepH9ukP9YwZMkqTPJEnykyTJG9gPHJIkafi1H5ogCIJwIxRZi873vyozY+sMNp3adP5nn7dn8OuRtYwbWQ9nWuolKx4B8i35ODwOdmft5v0d71M3qi4NYxridrt578vhfBWSg//6IegqVMK2/zmqmkLZ+KGbnyqradvDjdHox7MJPfko42tK3BbceOic2JmfM34mx5xD06IRTK30PfvPVGHWxhH0fuw433wVwaGDgZRNOxq83FgtGvoOLKFxUwfe3hAY+N/vjxPIdNnYVpqJSaXHbs5h6c4PWX5oBXH+5cgoOU2TqBqs8juKToJ9vvVJMm2mVOWDl1pDoKcAL8sx2Dvuvw9GuGVdyRRk8rmMV0dgJVAOeORaDkoQBEG4MZxuJwW2gj+tfEwLT6P/t/3ZdGoTul9+Y9vHE+n6sJYqTbsoRffqC4X6JruJImsRBZYCxqwdQ5AxiN5pvSmyFTH+2+HsVedTY+VQikNs2L1fIzK4BZvfzGJ2HRUPdXRTQRXM08mPMvPYYorcZtx4aFe5HRtObyDfmk9r1XN0zC8iNiiD/vPm8PjA0+ze7s2PP8aeH4NW58FmUdP0Hgt9+plRq/8UI/5rdiAHOOKycbTkDN4qHW5rAR9vfZsVR3+gfEB5Thaf4q7YBnztdxwDbtL18URaj6KW3ZToIglxZOBBh+yTCFVE+9U72ZUEYFpJkrQoAdhyWZadXNhESxAEQbiNFFgLUEmqP+1r2KhcI2a1m0X/b57g7be7060LzKzzCo3S2l+y4tHhdnDWdBaL08K4DeMotBXydO2nOV1ympd/fBGHuZTeX3dlZ/l0SJ6Jps4QVr99nNEtJYa19NDQEc7jaY/y9qH5FLpMuPHQsmJLfsv8jWJbMd1CBlP6WWuebjWDd78fRHLzSEpKJD79pKz9kIykkpFliQqVHbz8RhFuzyVdMf4VGbACmUAGUOSyUVJyBh+VDpOtkDm/TuT74z9RMbAi6UXpNCl3FwsCC/B3F1OoCQZZJsiVR6YhkRjbYWRJgwoHKtMhyF3//31Iwm3hSmrAZgPpwG5gvSRJcYCoARMEQbjNONwOCm2F+Oou35m0UUQd+m+TmFDfwXBrLRrWfuCSFY8e2cOZ4jPkW/L56uBXbD+7nYdSH+JUySnm75pHlRyZIWur80S9TCi/EVq/xUtLTzKuRjqLU6FTSQxNG3bntYMfkO8qxY2HZnHN2HF2B2anmT6VB/P5gOfZ/GJdTuSUZ0PpM1RPtvDyi8lcaDcBRi8ZtQrenFGASqUU3ev/5Z7XMmABClAyXzpA67KRVXIGnUpHqb2YmRtfY+OpDVQOqsTRgmM0r9CMN8OMxBZswC7pSdeVp4ZlO7leKcRZ9iGVjdGrAkR3hOj2/25Qwm3lHwMwWZbfBd4t+1mSpFOIFbOCIAi3nXxLPlqV9k/ZrzK7Xnyc9ysWMjIviTnRx6hT9DuN/Bqdf/5MyRnSC9M5UniERfsWkRaeRr4ln++Pf0+rE2qe3+RP25ZmPCH78L17FuVJZHXeENanwjNny5FwT3cmHPqAPGcJbjw0jG7I7uzd2Fw2nqo2lPmPP8+I1hNIiDzC4wuX0ahVKS+OTMHjuTCZExDkoqRYw7QP8gkK9RAU+O+K7t2AGSXwcgEGwAewnwu+tCodJfZi3ln/ClsyfiE+KJ4jBUe4u2ILRsQlk3b6PTxI7DLWpa5lAyZDBUKsh5CQQe2lfCU/D4YIUP/LqFC4rfzrLiiyLMsov5eCIAjCbcLmslFsK/7LDbe3zxpLX98fmV/cnBpDJ1LLdYL+3/ZnVrtZNCrXiDPFZ9ibvRer08r7O97HW+uN2+Pm++PfM2CPnt7bPbToBHZDFnVCX2Z7cissE5I5GAMTD8bi07ELE458SK6zCDceakfUYl/uPpyyk2drD+fzIc8Q53WYYe2msGBzb5LuKc8b4+OxWrXnxxgU4qAgT8ezI4tIq+nAYLjyonsnUAoUoWS/DOe+4KLgS62n2FrImz+PZceZLSQEx3M4/wj3VLqHR+Obc/exsQAc8GtKrdJfcWqC8XZmI8ku0PqDxw6pY0Ef/P99SMJtRTRiFQRBEMgz56HT6C77nG7jr+z/Zh6f+idRdfyrEBZOI000s9rNYlfWLsr7l2fn2Z24JTdfHPiCLFMWIV4h7M/bz8Qt/tQ7aKJFDw0Wl5bWu4fy/bMd8HmvBrk6Gx9sjcHyyIOMP/Ex2Y5C3HhIC6vGoYLDeGQPz9UdzqoJ/Th12J+l4x8jpySMU+ED+GROeXJzvCgrSfYPdFGQp6NNBzPdelqAKyu6t6PU1BQDapSg6+Li6IuDryJbAZPWjub3sztICk7gYP5h7q7Uii6J9/LAsRdR4ybDuyYVrXuRkNCqQHJYQBcIjiJIHg2+CeAy/afPSrg9/GUAJklSpCzLZ6/nYARBEITrz+q0Ynaa8dX/ufZLfeo0gT37MdQ3mrxPpiJHRZ1vIV8vph4xvjHszNqJS3axN3sv60+tR6/WY3KYmP9rBL7pmbR6SIWzOIa0xRP5/QsT0ocN8SsxMXdTGCf6d2JCxgKy7Pm48VAlOImjhcdQSSqGNxjJ1g8eZtu6aMZ0Gkdaud3M2D+LH3+L48A+Zcs5SQKD0Y3ZpCYx2cGLE4pxuSA29u+L7q1AIUqdlwbw5uIqMoXdZSO7JBOtWkehJY/XfxrFwezfqRKcwIH8w7SodA89kx+k48mJGD0mCnUx+HpKMTjzwRiLZD0FGn9wFEKFRyG0McgecNnA6yr0wxBuaX+3CnKuJEmbJUl6Q5KkZpIkiWyZIAjCbUaWZXItuejUf85+SWYLQd37IDmcFEwdj1y58vkW8jaXjfTCdPbn7cfpdmJ32flg5wdISPjqfFi0JQ57Tiadu4EmOwnfD1cRNnA5mT/3o1yxzIoVQRx7rCuvZ33OWVsebjzEB1TiZPEp1Co1Ixs+z8lVD/LtZxVIid3H6PvGsy79Pn7JaM2Pa8KV8UkyKrWMRgM+PjJvzSzA7VJWPOouk8wrK6zPAM6gTDv6oGS9/ir40qi1FFjyGLd6GAdz9pIUHM+B/MO0qtyGkbWepE3+EgKsx7CpfbB7VSDAegS8KijBl9oIrmIIbwmxXUGWwWMFfQhovK/aZyjcmv4yqJJlua0kSQagGfAAMOVcAf53wHeyLJ+6PkMUBEEQrhWry4rVaf1z9kuWCXjyWTT7DlLw1mu4a9c8X81usps4WXSSs6VnsTvt+Oh8GPLDEJweJ+X8yzFzRzTbi35l7H1Q/kgS6V9spn27tqxgE2G6JNZ/dJplL3fjzfwvOWPLwY2H8n5xnDZlolPreL7R8xRtb838KUmoVW7mPNYPq9Obn0wjWPBxHKAEX7IMQSEuCnK1zP4kD28/D8FB4P2H2MYDmFAyXk5AjxJ4/RWHy34++Mo35/LKD0M5WXiMhKDKHMg/zINVOjGs1uOEZn9PeO73uFGTG3g3sXnLkY3lkCzHQdKA2w7+qZAw6NxAzk1HqkTxvfAPNWCyLNs4F3ABSJJUAWgLvCdJUoQsy3Wv/RAFQRCEa0GWZXJMOeg1fw4IfCa9jfHrlRQPehJ725bnq9mtTitHC45SZCvC6rJi0Bp4Ye0LFNoKqRxYmTdPJPBNwUpmtYAWu2L46ZudpLZuzYq0Tegqd2Tji1v4elQP3ixZRoYtBw8eYryjyDJnY9QaGdloJOpTzZkyrDqyDEM7TKNB/K8syXqD8W80uGjsEjHlbZxON/D8y0UkpTjx8oKAgAvvwcWFwnoPSqbrn0Ifh8tOVskZNGoteaZsxn7/LGdLThMfnMihvAP0rtqDZ6r3wlB6hPLp0wA4HXYf5XK/BV0IkjUDkEClBW0gJI9RvndblEJ8rT+4bf/3ZybcPiRlUeP/8UJJ0smy7LjK47kqateuLW/btu1GD0MQBOGmVmovJbM080/ZL/233xPcoy+WtvdQNPGV8wVVDreDI/lHyDfnY3VbMTlMvLHxDTJNmcT5xzHR1JBFexeyrAoM3ODDZz/vR+7cm+Iqa6HBc3zwWQ6eZDWvsZpT1kxkINwrjEJ7ET46H0Y0HEFgaROe6VQXu01FnSoHWDu8NqedtUkbtAa7vSxnIBEdZ+PMSQP3dzEzcmwxKhVERSl1Xw6UwvoilDqbPxbW/5WLg6/M4gxe/mEIeaYcEkKqsC9nN0+k9eTJtJ6o7IWk7OqL1mPlbFALwky7ULtsINtBditBluyG6m+Bd6wSfKm9L6x+dBaDMQwCUq/OBwlIkrRdluXaV+2EwjX3f9d13azBlyAIgvDPZFkm15z7py2HNAcPE9jvGRzJiRSNHXl+myG3x82p4lPkW/NxyS4ySjJ4Z/M7FNgKCDQEMkrbnGnp8/klCaZ8p+LL3Z9R0qsLcuxv6Ju+wV2OGhjKzWO0tI4Mi7K+K8QQRIGtAD+DP883fJ4oTwP696iD3aYiNtbMhPsHoVZLPDj+A+z2snYTHkIjnORk6qha3c6IFy8U3TvUympGE8qKxssV1v+VsuALSeJ43mEm/DiSYlshVcKrsufsdvqn9aRfWk/wOKm0bxhaj5UinxRCHWdQOwqVaUXZDboQcBZB1VeV4MtjVWrB9EHKigGXCbQBSpAm3NFEYb0gCMIdqNReitPjxKA1nH9MKigkqEtvZL2OginjoHwc6PXnO9xnlWYhIbHt7DZmb5uN0+NEo9LQP7gt7+7+iKNR8MlyNZvTn2HzY8PRBBylRvnh7K37DJ0mD2K07yYyLKeRkPDX+VNoLybIK4iRjUZSSVePAffXoaRYRWSUnXsqLqZl1TW8tGIqe4/HA6DRuDF6ydhtKvz8ZSa/V4jTDUHRkKMDG6Dl7+u7LsfhsnO66CQe2U12SRbj1ozA7CghOawqOzO38lTaI/RNexhkN1GHXsPXfgabLhQvQziavJ9A4wuuUtCFgiMX4gdBYE1lqlGlVTJfkgrc5gvTkMId70qyskiSZJQkKfFaD0YQBEG49jyyh1xLLl5arwsPulwE9n4SdeZZCiaPw5OSfL6aPdecS0ZpBipJxQ9Hf+Cd395Bq9bilt10CGvGx4cWctpX5qulekqza/De4wvRep9mbHojtvaZxEPL5jLZazWnLKdRIeGj9abEaSLYK5hRjUaR7FeHEb1qc/aMhsAgF3p3Dm/3GsrOzAaMWzQYAK3WjaSS8PX3YDGrmTKzAI+3B1soFBqVFY4+/HON1x9Z7CZO5B9BrdZQ6jDx8uqh2JxmUkJT2Jm5lWer96Jv2sPIHg/epxYRXvQrbpUeKawVuryflGyWqxQ0AUrwFdMJou4Fjw0kNRjClH/dFlB5KSsg/8uO4MJt4x8DMEmSOgC7uFCIX12SpK+v8bguvn5FSZI+lCTpy+t1TUEQhNtZqb0Ut+xGrbrQKMtv9KsYft5E0aghOBs3OF/NXmgt5EThCdSSmq2ZW5m/ez4AJoeJKgHx/HRyDW5kvvnGjxK7gYGP7kfjUrPyS19mTlxI/MFdrM2cQrolAw0qjBojJqeFUO9QRt01itSQmrzSvzaH9+sxGGXUahfTej2NXmOj65T5yLIKjcaN06mifGU7mRk6hrxShKGKE5s/BPopgZf2z2/zbzndDvLNeWSVZhLpH0OetZhhXz+G2+2gSkgS2zK3MqRGb3pV7YFH9kD+byRkfgpIuOJ6oz+zGDR+ynSj6ly7iaB6UOEx8Jyr0DGeC748NmWK0hgugi/hvCvJgL0M1EWpZ0SW5V1A+f9yUUmS5kqSlCNJ0t4/PN5GkqRDkiQdlSTp+XPXOy7L8mP/5XqCIAiCwu1xK7Vfmgu1X8ZPF+Ez80NM3Tph7dYJQkNBkjDbzRwtOIoHD0cLjvLulncJNgajU+vw1npzLP8I4Sb4enUoRzQlPPRQKRRU5qtPQ/hy2EtkBfli/647J8yn0EkadGodZpeVCN8IRt01irTQGrw9siabNxqRJJnYWBstKn1N++pf8+Lnr3I0Ox612oPLpaZKdQtH9htp87CZWg9Y8dJAbBBo/mU843Q7MNlLcLgcSEBkQBz7848y7KuHUQPxQZXZmrmVYbUeo2dqV9yyB1vpSaofex2Qccb0QH/6c6XNhKsEpZLHDd7locpIwKPUghkjlGPKMmHGCGUaEpTnr7g6TbhdXUkA5pJlufgqX3c+0ObiByRJUgPTUdpcJAM9JElKvsrXFQRBuKMV24vxyJ7z2S/t1u0EDB6FvU5NSp57GsLDQa3G5rJxtOAoDpeDQkshb2x6A51Kh/rcakiTw0SNs7B4UzQrA3J5vCPIJ+7m1cWN8U/0ZfZjvQmY34JTxYfQSVpUkgqL20a0XzSjGo8iLawG8ydW59uvlIqt2vUs5Gdamd3vabYdr8Vbq4YgSeB2q6hQ1cyR/Uaq1LbTf1QxehdEhILqiopoFGWBFzKEeIcjIaEx+LEraxcjv+qJQaOnfEB5tp3dxsi6/emRdB8uGSz2YuocHotaduAJaYau6DdwliiBFYDGqDRVTX0VVDqQHecyXdpzmTDpXPB1LtvocYHsBEPI1ftQhVvSlRTh75Uk6SFALUlSPDAI+OW/XFSW5fWSJJX/w8N1gaOyLB8HkCRpEXA/sP+/XEsQBEFQuDwu8sx5eOmU2i/V2SyCejyGOzSYgokvQ1w50Olwup2kF6VTYi9BlmRe3fAqVqeV2lG12ZixEYCWx2DqwVjejc7gg1og7epJ69WdGObsTuqcbWg/a09h9jYMkh5Z8mDzOCjnH8fwhsNJC6/OV+8n89H7ysbf9Rtb2LzRm5VjHsVbU8Rjc1bj9mhAkgmvZCEvU49/oMyL7xbidiud7jVXOOfodDtwuOzoNQai/cuhktScKs7AqdZw7PQWRn7dFz+9H5G+kWw/u50X6g+mc8UmOCU1DpeF6senoHfm4vGujFqSwXSM87kLXaiSBas6Xlnl6LGCIfLcikgn4AZjtBKMgRJ8eazgVQ7Uhr8asnCHuJL/f3gGSEHZs3QhSnuVwddgLNEoO0SUOQ1ES5IULEnSLKCGJEmj/urFkiQ9IUnSNkmStuXm5l6D4QmCINzaiqxFqCQVKkkFNhtB3R9FKjVRMHUCcuVKYDTikT1kFGeQY8pBp9Yxfv14MkszuafCPWzK2KScSIbWBcGMSlCCL7/1A4n8dgILzY/y0phRHNv5PM70n/BSGXHjxu5xUj6gAiMajSAtvDobvkrizdcCAZm0mjZ2bdfTp9WXtE36gte/HsWeU9XR6Nz4BznQSBpspWpemlWAwdtDUBAYjH/7NgFlZaPZXoqERJR/rBJ8qTQcKc4AlZpTGZsYsrwPQcYgInwi2Hl2Jy82GknnCnfhQI3TZSc+awl+JTuQNX6ogupC7s/KtCIeMESAIw+SngPf+HNbDIUpgZXsVrJfxkglKwbnHrOCV6ySNRPueP+YAZNl2QKMPvd1LV1uQlyWZTkf6P9PL5Zl+X3gfVAasV7lsQmCINzSnG4n+dZ8fHQ+yjZDzwxHt3MPBVPG4apVHfz9kWWZs6VnOV16Gm+tN1N+ncK+3H3cl3Afq4+vRpZlWhyHrvvg/dr57IqA6iv68fu2t/mBRhyrFs2kitvgyEp81F5YPXbcsptKgZUY1mAY1cKrsXttPC8+F4QkycRVcJKTrSbQp4hx9w1h3+lkJiwfjd7oAmRiKrvY95sPwyYXElPJiY8v+P1DBweHy47DZceg8yLKJxaDxogkSZjcDk4UnSJUpWZX+loGfDuAaN9o/A3+7Mraxdgmo7kvthY2twx4iDbtJvzMIpA0SOUegeMzlUyW7FQCLVsWxPWCkLvObTEUqkxFym5wW8ErGlTnslyyG1xm8IoBjdffjl+4c/xjACZJUm3gBZTC+/PHy7Jc7SqP5TQQe9HPMUDmVb6GIAjCHanAWoBapUaSJLzfnYXX4qWU9H8UW9uW54vu8815nCg8gVFj5JPfP2H9qfW0rNCSbZnbsDqt1DwLQ05E8HjzLIoN0G9RW2Yffp9JDKOaZhshg++GI9/iq/HF7DLjwUN8UDxD6w+lWng10ndWZvCTwUgS+Pl78A/y8PsOPfMHjSDK/wwPvv05Kp0au1VFnbsL2bImmPt7mWh8rxWN+vxuSJd1ceAVHRB3vsGsByh0O8gvzqCcSs36Yz/wzKpnKB9QHi+tF3uy9/BKs5dpF1sbm9OEWu1FgDOX8odfA0Cq0BdOzldquGQnaPzBngNhzaFc9wv7O2p9QPYowZchQmm+CspjLrMyFalV6t22oWQcal2zT1u4FVxJDdgCYDjwO8rv8rWyFYg/t9/kGaA78NC/OcG5lhkdKleufA2GJwiCcGtyuB0U2ZTtfvRr1uI3dgLWu5tieqKPUlClUlFiLeFYwTG0Ki1rjq/hi/1fUC+6HgXWfGWroSJ440gcPeufJMcbnlkTwawjX9GGVTyjmkrSG7WwnFqD0RCM2VaAB5mk4CSG1h9Kangq+ccq0P+REGSPhFojU72JlXXLfejWegWP1JnLW6sGszOjLg67mvr3nGXb+giq1rXz6HClcD70L4ruHS47TrcDg9aL6ICISzr72wCz24G9OIMYScXKwysY8v0QEoIT0Kg0/J7zO682f5W25RpiMZ9FbwjA2+2k8t6hILuQou6Ds98pQRUeJaPlNoFfFUgcCrLtQmNVWVZ6fRnCzgdayB5wlirZMJ0vMrAI5Q+bN3ACCL22H71wE/vHvSAlSdooy3Ljq3pRSVoINANCgGzgJVmWP5Qk6V7gbZRdJObKsjzh/zm/2AtSEAThgrOlZ7E4LficyiK0aVvc4aHkzZ+OXDkejEasTiv7cvbh8DjYn7OfV9a/QnxQPEnBiSw//DX+Vvh8SwWGVDnBSX8YsV7L/C07sTkD2KZK44HhPmwxnkTjG4O79AwyMlVCqjCk3hBSw1OxZZWna/swigtVOJ0SrR4pZfWnPlROyGFFv7vQqF1UH72bUosv1etnkX40BK0O3l2ah87oISLiz3VfdpcNl9uJQetFkFfIJYGXBzADarcDR3EGRknF0gNLGbFmBCmhKciyzIG8A4xvMZ5WcU0wlxzHqA/CS6Om8u9D0ZXuh4DqSv1WwZZzZ1UpWS2tD9R4F9TaS/d3dJuV73Xn0nSyR9l2yBgJOn88wFRgxEXv4T5g+VX6jMVekLeeK8mAvSRJ0gfAjyiF+ADIsrz0/72oLMs9/uLxlcDK//e8giAIwqVsLhvFtmL8HRJBXXohq1QUvPkacmw5MBrPb7Btc9nINmfz2sbXiPSJpFFMQ+btmofWDZ9sj2NMpRMcC4JVn8L89DmcJIkfVC14tD9sMZ6EwEq4Co8BUCUkhWENhlIltAqSKY5eXUMoKlThckq07F7KxmXeBIY6eKzGVBIij3DP66sptfhQIaGAokI/LKVqpi5Wgq+QkEuDL7vLhtPtwKj1Jswn8k97WVoBNxDkdlB8LvhauHcho38aTc2Imjg8Dg7kHeC1u1/j7rhmmEuO42sIQq/RE3f8PSX40oeBd0U4c9GfOV2AsrVQ6qug0SnZsEv2dwy8KPiSzwVfEaDzx4mycm3GRePUAm9e7Q9buKVcSQD2KJCE8vtSNgUpA/93ACYIgiBcH/mWfHQqDYF9n0Rz4iT5M6bgTk6CgADcHjcnCk9QZC/C6rQydt1YvLRe3FexPXN2vg8STN8dyztRJ9keBUsWwwr3i3xMb0ZJrzCt905+CCuF4ETIPwRAUmhVnqs/mMTQZNyuWPp0DeHsaQ1ul0Tduy0c2GrA7ZKp4LOLYe2mMmft4/x8uDnBYVZCo1xsWefFiKlK0b23D/j4Ku+jLPDy0voQ7huFQXNpGwc3StbLFwhwO8gqzkAtqZi/az6vrn+VetH1KLGXcDj/MG/c8wbN45phLj2Jv84LncZITP5PeJ1dprSQiO6sFN0jAbJS02XPhZRXwBCurITUh1y0v6OfEozBueCrVDlOF4AN6Ap8c26c586IE5gFTL6Gn71wc7uSACxNluWq13wkV4GoARMEQbjA6rRS6igl+vX3MPzwE0Ujn8VxV0MIDlbaTRRlkF2ajSRJjF07FofLQc/UHnyybQ4ujcyIA6Gs9Mrgx4rw0VdwVNObtzNeAsnFz10+4Ze4UlTBSXjyDwJQJSyNZ+oNJio0iVJ1DCO6B3N8nxZJBZWr2pGA08c1GPRWPnz8CbKKIhi77DU0Gpl6zbJZ+XkFOvU10bCNFa1GKbpXAi8nXlrvywZeoGS9ZJReRjq3g9PFyr6Vs7fPZuKmiTSKbUSBtYAjBUeY1HISTeKaYDZlEaTVotH6E2E/he/B1wAJKvSFE/O4EHxFgu0sVH4KAlMv2t9R9ef9Hc8HX2GgD6QUaArsPDfOsuCrOUrt15hr+/ELN7kr6QO2+VbpSC/L8jeyLD/h7y92mhcE4c4myzK5llyClv2A75vTMT/QHkuPByE8HFmSyDZlk1GSgVajZdyGcWSZs3gwviPfbP4Yk8ZDu0xfcmy5LKsC76wCt64Drx54m3jpIHfdl8Qvyccw+lc6H3wlh9fg4fpDCApNQmeIYcLjwfz+iwG9USY43E1aAzu//eiFTu/muTZTSYvbw+CF08jOD6FNp+P88FUc1Rva6T20BADfQCsWZyk6tZ6YgDii/GP+FHy5UBpTeqEs09efC74A3vntHSZumkjzuObkmnM5WnCUyS0nc1e5uzDbCglRg0brR5RaJmDnAMADsd3h9FLw2AEZdCFK8BV1H0S2BqSLNte2XrS/o+pC8KUPAX0QOUAqfw6+OqF0M38b8Ltmn75wK7iSDFhjoLckSSdQasAklP5cV7sNhSAIgnCVWF1WPNu3E/LMCBxpqRSPfBYiI0GrpdBawNGCo+g0Ot7a/Bb7cvfxQPz9/LZ1KWe9nVQyaal0qpR368NLayHa0JRhG95G77FRvWMTFlcvJEgfTUHxuZqv8Fq0rzeI+NAEYo0xvPZsABtXGfELcuN0SNz/aClzXw9Ab3RTMegQYzqO54utXfjyl0607XKCdavKExzmYeSbhZgdVkLCnHjpfQn0Cr5sxksGLCgZhFiUFYVOt5PTxacBmPzLZGZvn02riq04UXSCk8UnmdpqKnVj6mJ1mAmTPEhqI9FGf3w3dVLaRIQ0hqLfwZ6tXETjC44CCKwFFfsqvby8Ii/s76jSXAi+QAm+dMGgD+YwytYuxX8Ycy+g87nnIq76Jy7caq4kAGvzz4cIgiAINwtZlsk7sZ+YRwYi+/tRMPlViIkBoxGTzcShvEPoVDo+3fMpG05toFXc3Zz5bTWHAm34uFQ8sNvJlEbwzGaoY6zDSz9NJMsTSZ/GicyqXghAgf0MAHV1yTSr9yy1Q+OJ847h3Zf9WLHAh5BIF/lZavq9WMRn7/qh1so4bfBhv8cptfny1Nz3qNciiyN7g7CYNbz0wRmcGjNxEX7EhEZfNvACcKC0lwgGglCWzDvdTjKKM/DgYcL6CczfPZ928e04mHeQ0yWnebP1m9SOrI3D5SBco0LyqIjxi8Rr52CwpJ/bGsgXSpVtlpB0Sid7rxhIGomypVDkRfs7cmGzbVBaTegCkQ0hbJQkWqJkK9TKK5GAgSh/TOsCYVf10xZuVX8ZgEmS5CfLcglQeh3HIwiCIPxHZnMhIT2fQJ1fQN7c9/BUrgR+fthcNg4XHMYje1hzYg1LDy6lYURd3Ft+ZUu4BUmG3js8TGkEj+yCtoY6zPluONsd9XisfhNm3ZNB5Xw4eq7zQnJgI1o3GUilkIqU94nho3d8WPCuH5FxTs6e1NJjUBFrvvTGYlLhcUs82+YtGsRv5uEZn+AXq0evMXP0gD9DpmQSV0lNufAKRIbpL/ueZJQiew0QB5Stfbw4+Bq7diwL9y7kgaQH2J21mzOlZ3ir9VtUj6iO2+MmTOeFZM8hNqASxmOzIWu10koi7B5In3vujNKFrYJSXga1SinCV+lBdgEuMMZc2N/RWQq6ADyGML6QJB5GCbr0XJgyGo5SC1YH0fdLuODvMmCfAe2B7Si/+xdvFSQDFa/huP4voghfEIQ7nSzLeAYOwGfrTgpffwlnreoQFITT7eRo/lHMDjN7c/cye/tsqgYnE7ptP8tjLAB0PADT60GHg9DOtwlrvmrLV7YudKvam3ltNuGvCeJocAEAASF16dZwAOEhlUj0jWb5J17MeMWf2EpOMo5padHJROYJHccPKHshVgg9zoQuL/Ltrnv54VgnmrQ5zdL5CXR5opT7OgbjbdAT8RfRif3cVxgQwIXi5bLgyyW7GPXjKJYeWErX5K78duY3ss3ZvNP2HVLDUpGQCNb7oLKdJSagEobc9XDoLUANFXrB0TkXLqYPBUchVHsD9H5/2N/RpmTFyvZ3dJlA54fLEMY7ksRwlD+OPoDp3DjHAvVQMl9BV+UTFm4Xf1mEL8ty+3P/VpBlueK5f8u+brrgC0QRviAIgu2dqfh98jmljz6MpV0rnGHhWCU4UHySU9YC9peeZuIvk4j1i6PK9gyWx5hQe6D6Wfg6CZqdgIf1d5G/LIE3Tc/TssIEvnpwEd5qH4pdBeev0/G4H2lHikn0jebnbwxMHBJIdEUXp09oSKljo2KCi5+/8UIJSWTef/wJ3LKawQun0bbHcb5eUJl6TVwMHuWLTq0nPFxZSHgxD8oUjAqogBLA/DH4cnqcDP1+KEsPLOXhqg/z25nfyDHnMK3tNFJDU9GqtAQZA1A78innH4fBmgHbn1LGVb4XpH+GUs6PsuLRngOJQ8C3/J/3dzRetL+jywRqb+yGcJ6TJIade6dBKMGXBpgE1D/3JYIv4Y+uZC/IH2VZvvufHhMEQRCuPw9K+OACPGvX4jX8eYruqs+BQU/iiohAVqvJKj5NRvEZrA4Tb65/lQBdAHdvz2defCl+DgmdU+ZgiBKEPa5qjO+XBnqVvkeNsM/55dE3UKOh1FWizIMkPUi16Lq0yzTQZuAYvhiSwMuvtSA02kV+tpqIWBed+pqY8FQwZZMnfZt+yD2pPzJg3nSadoel8xIJj4Tx0zW4XEp5muYPf42s595TWdbr4tisLPiyu+08+92zrD6+mkfTHuXH9B/Js+Qx7d5pJAQloNfo8dP5oXEWEesThla2wS89lDqu8FaQsw5c50rlDRHKisdyPSCk3qX7O7osSg1Y2f6OLjOovbF4RfKwpGLZuXGFo2ztokVZ5RiPkvkSKQHhcv6uBsyAsro3RJKkQC78/vsBUddhbIIgCHc8GaWmyM2FQMuGUoxu50J3bE16OrEPdsYaE8XR119GEx6O3mAgz5RDftEJtLKLST+/hOSR6bzbyqykUmJKVZz18uACyhfB03JDkr8splXpUiL9dpP+9ECcsgOH7FD+AlRqzUM1+9HS6AfVYvjmxcoMeqEBPgEeHHYJtVrmmXFFvPZMEB4PgERkwBmm9nyOdfubYqn0IFtW+mGzqpm5WEJnULaiNFxUb+9GWeHohbLCUfeH+1EWfFldVp5a+RQ/n/yZfjX7sfLISopsRbzX9j0qBVXCR+eDj84HrdtOjMELjVoHGx9RGqr6JoLTDJYTykm1QWDLgtC7IPbBP+/vaLxof0e3BdQGir0iuUdSUbbpXTTKJsYGlI73cSg1X75X45dAuC39XQbsSZTdE6JQ6sDKArASYPq1HZYgCMKdQ0YJrMqCLCdKkGU/97180XGqc18alD/2KkAymwm+rwOSw8Hxt19DFRMNPj6UWos5XnAYkHhnw3iKLPn022dgepUSUvLV7At24+2AYAsMdTagxaJ0WpvW4NRbsT3XhRJPEZ6yEC+mPvWajqOFx463bzSmoxqe3dgK+3CJqC9cZBzV8sL0fOa87o+puGyi0MPsxweg19j5+PhbnC324uB+AxNnu4iM0xAUBD4+F+6D5dx7jEQJXP4wI6kEXyUZmJ1mnlzxJJtPb/4fe2cdLkXZxuH7ndmOc/Z0k4cQQZAwwMRACUVAMAHFAAsLP+zuwsbABEWxxcBERQyUlJJuTtf27sx8f7y7nAOCHgOpua9rrrM7W+/O2Zn5zfM87+/h4q4X8+7Sd6mJ1PBE7ydokdYCn8OHQ3VgFwoFNhVVtcGCW6B6tmwZ5DsQ1k2Wb6q6pYWEtw20uhgsHrD6EuIr0d/RmohhaSFQbGxw5tNDKKxJjKsQWI+0w3g2Mf6uyFowE5MdsUMBZhjGI8AjQohLDcN47D8ck4mJicleRzJVmBRZkQZLnPqZTgbSviC5uPi9ENkKw8B39tlYf13IwkfvJNauHaSlEYoGWVa+GAx49seHWVWxjAsXe3iqTS2dN6vMy9JwxsAdhTGhgxk8cQEDgu+yXGlC7jWHssFYh0BI8ZfVjg4nPM7C3A6sD1XRbIPONQ9lUjteofj2KMsX27notiq++dDBqsU2kpLxtO6v0+/AD3hw+l2omc357DUP514cocdxdhwO6XRP4vsHkam6LLZ/YkqKr9pwLed9cB5zN8/l0oMuZcqiKfijfp7o/QTNUpuR7kzHIiw4rXbylDiqYYE1b8DqiXLmYsGpsDpZdJ/4JFsqtBsrhdZW/R19cgGIhzBUC4udBRymqFQhxW8eUnylAhOATGTky9WI34TJvs2f1oDtSeLLnAVpYmKyK2mYJtxWZOkNnieQJ28VWS+0fcerxuG57Tac77zDyssvINzzaJTMTGJ6jOXlS9H0GG/Oe5k5G35k2G9uJrSuo1OpYINbQwGsGvyvrhsjXprDJeEn+JKeNL3qGNaoC7BgIY4GqUV06jOeC6I1lIUqecCRhfEJ+B9WOPDRMHMedXLy8DpC4SjT30vbMq4MTwWPnD2aueu6UNv8HF68KZXDjgoz4io7QoHsbLkhgontkTRU3R5J8VUVquLc989lUdkiRh80mkm/TiIUD/FE7ydoktqEbHc2QghS7CnkqApKLARV82FBoulPs+Gw5iW2xBRtKbK+q92Ncrbjlv6OQbB6ZfRLCNBC6IrKDGcBvRSVMPLkmYFMO2YhI19pSPHl3PYLmJhsh8YYse4xGIbxAfBB165dz9/VYzExMdn72FGqMJpYjAbPTYqshqnCfxv7O++QcsstVPU9kY1nDcSVnYOmwKry5QSjdUxfMY0vln/EgFVO3mgeoG0FuMIGpTlg0+B/VZ24+MW5jItczvOcR5MLz2KN+yusWIkRB1cGLU+ZyLmxEHmZrUn366gvQ/VolbyXY8y9w0GXo/x0PKqS285pstW3f/ycy0hzV/FebAqP3ZpFfkGM2x5TiWuConzQVenrlYaMGqk7+I5xPc662nWUB8oZ/t5wVlSt4IqDr+Cl+S8RiUd4ovcTFKUUkevOBQE+h49suxsRXA+hcvhphJzFWHAybHgn0WYIsOdK1/t214O3BTiypPjSQ3Kmoz1ri/jShMJbrkLOUCxoSKHoRBbcFyKbavuQacftu5iZmPyevUqAmZiYmPxT/ixVmCSZKkyKrD9NFf7LWH79lbShQ4l0aM/Ca0fhzG+GbrOyvmoV5YFSFm6ewxvzXqTnBjuf5YUorIWjV8Cjh4Kqw5iy/Rnz/K+8H+vHWO4jb9B1rM2blBBfMbB6yBv0BqOiAQozWxPTbdzzZDrVl6rkvxJj44kWss+OMfLMEJee0gSM+m8/8ND3Oe2Q15heexUPjj+USAiemRxFdXjIyYWY/feGqtsjrsdZV7OOzXWbGfbeMNbVrOOqQ67i2TnPEtfjPN77cZqkNiHfk09cj5PhzCDTkYoIroF4BH4aLuu7fAdC7W8QLZdv7MiH8EZoMQIyujXo7xgGxVrfYkgLE0XwuKuQqxR5usxG/hbKkbMcH0GmH7tgii+Tv8YfzYLs/EcvNAxj9r8/HBMTE5M/xvgXHkvOLNxRqrCh83SyFuufpgr/TURlJen9+mE4HKx88E5ETi643ZTWbWRjzXrWV6/i2R8epnOZlfm+CL4IXPc1nHMKYMAVJa25ecJiZsc7c5aYSPoR49nU/u568aXa8J36BpfEo7TIaIUmHDz2oo+5lzo46Okgv95vw320TmiKlbFnZxEOJsYlDHIyq3n49IvZGGrLfVOvY+kiGw+PryC7aTqedMAjPbEaenptj6T4WlezjqHvDqUsWMbVh17N+F/GY2Dw+ImP08zXjFxPLlEtSpYriwxnOiK0AbQozB0D/hUytWhLh9Iv5Bvbc6T4yu0FeX0TYssiI2OKkmgxpIIWIYjB9e6mjEuIr1bAJqTP1wFIny8f0Bn5+zAx+Sv8UQTswcRfBzKyOg95TDoA+BHZpNvExGQnorO1UIiydS0RJG0uf8+O1v/ZY9u+/z99vz8SRX/ns/6IbVt27Oixhrf/i1Thv0o8TtqgQagbNrB54kuUFabhzsyjKlTB6soVVAXLeOybO2hWDSW2GIoBL74NJ54NCLhgczPueXYZ6/VC+qpTsbT7ipqjL6kXXyg4B7zKpUKlja8ZusXJpw+5+Dbo4oCHwix91kqwVuXidoIvroElicyjEGB3GNzU9zry0zdy/6JpfPxhOhdeUkHXY1PQ3YK0NFm0/mdCNim+VlWvYug7Q6mN1HL1IVfz+M+PIxA8duJjNPc1J8eTQyQeIdeTS5ozDSKVEK2Glc9ByWeyfVD2sbDuVfnGllRpQ5F6gIx+uXJkYb6RmGvqzE+IsSi1aJzjasbbCfF1CDAXmXLujnS4zwA6Yoovk7/HH82CPBpACDEZuMAwjAWJ++2Bq/+b4ZmY7P0k64qSaa8I9RYEcWRxbwfkCSBZJ/M9sAC4IHF/R6Ljj1Jif+exP1r/X33W3+VJ5MmyR4N13yGvLC/6lz9rZ5Jy5ZU4vvqKqnvvZXOHlqiZPgJRPyvKlxIK1zLuy5vx1EXRdR2/Ez59CU46E6IWGFCWy1NPr6bO8NLL+gnVOesQAwahIBLiC6wnPcfF9lQ6eAvA5uHHSQ6euy2VA7uHKd0s8NdYOOcyg6oqwZLxckxCgKIaHNT0G0YdO54fgqO44b5jOPJoP2dcZiVstdIpC9LFnwvcpPhaVrGMoe8OJRKPcNWhVzHux3FYFAuPnvAoLdJakOXKIhKPkO/NJ9WRKovpQ5ug9FtY+hggoMkZsPol+caKXUa5nLmw39XgLqjv72jEpMt9otl2uRHjJHdzvk+IrxOBL5AXQMcDVyIL7w/ArOMx+fs05rfTNim+AAzD+FUI0WnnDenvY86CNNld2bZ4u2HKq6HPk+D3Ka+DgJHIQt8eSNEwOnHfnG3VeDry++2YvL+n4JwwAc9jj+EfPpzq/n2p9WhYVZXlJYsIh+p47MtbiQRqyAsZbPDCtFfg0j5Q4oFDq1N484nNxFHp73iHpQ4XznO6ExMxOdsRUHo9xPlpLenmSkd1prL4ExsPj06jeP8YFWWCzWts3PV0nHDYys0X14/LMAxctgAvjjqPGqMpA264l6ImMa57uBZDyeOQXPDsqMq+AXE9zvqa9SwuW8yw94ZhGAZXHHoFD33/EHaLnXG9xlGcXkyWK4uwFqYwpRCv3Qt6HIIboXYZzLkSMKBwIKx9DRlnFdLF3ohDu+vA3UwW2m/V39GOocdYr0c52tOSFYoc8GnAm8j9dgBwPtLxvgM7njhgYtIYGiPAFgshngMmIs8TZwGLd+qo/ibmLEiTXcm2dUXJGXLhxO2GJC0ILPx54W4PpEgYCQwFXqZeRJg0nj19O1pnzsR38cVEunendswYKlNtKKrGyvKlBEI1vPD1vWwIbqRVNSzPgA9ehWe7wE+F0Cxo57txtSAE57ufZnq8M+6RHQipdfVGq4dfz1kFh3KY1YnFmc66ny3cdW462QVx4prB+uU2bnw0jN3p5H/nbT02h9Pg9sG30DxzBUNfmUZNwM0Lr6wl3V5AmxyBZ1s7++2QFF/zSuYx/L3h2FQblx58KQ/MfACHxcG4XuNoldGKDFcGkXiEQm8hHrtHGqaGSiCwHmZdKKNc6YdA6ddSXIGsA4uWQ7ubILXD1v0dXfmgOND1GEv1CId7i6kQCgpwDvAicr8ehhRjBUA7TPFl8s9pjAA7BxiFvOgG+AZ4aqeNyMRkN6ahyNKQKYkdOZYnI1mNEVl/Rg+kaBiHbE+xp4iG3Y09dTsqGzaQPmAAWnY2lePGEcryUWtUUVZTQk1dGW9/+xjz/L+xfzkszoTXp8DsPHi5E3hjCoseimAIwR2+a3mp7kw8l3Qj4NiIkfzFdhlJ/7ancDwChyuT8t9UbhuSgd1p4PLorFhk44p7amja3MeIfmxVoOfyGByQN4tLj32YD5edwyufHM+j49fTPj+d3Gwr3kbYwSfF16yNszjvg/Pw2Dxc1PUi7v3uXjw2Dw8f/zBts9qSak8lEo/QJLUJTmsi/hutltGvuVfIRtrOQojV1M94dBZAaAMUj4Kcw+v7O2ohcOSA6iKux/lRj3GctxUhIbAiT3zPIeNnFwN9gSZAW/aAOkGTPYLGGLGGhRDjgY8Mw1j6H4zJxGSXs23hezJdmCyCT9YnNWwLszNtCL5DRmwuT/ztzp4jHnYn9sjtGA6TftJJiLo6Kt58E6NJEyosISqqyymtWsM3309kes0v7FcGC7NhwrsQVeG6Y6TdxC9P6tg1wSuZZ3BzxS24zz0Bv+/X+vdvdypHdb2IU+JhPCn51G5SuPXUdMIhQUGLGMvm2xl5Sxnt22cwsr/ULgAIcLkhForx1thzqInlcMa9DzP6skr6HCZwpnm3ON3/EUnxNXP9TC744AIynBmM7DqSu2bcRYothYd6PUS7rHZ4bB5ieoymvqY4LIkyfi0MgbWw5AGomguqC9zFUD5dPu5IiK+Ck6BoYIP+jgHp82X1EjU0PjTiDPa2JC4EXmAIsvbSAMYChyMtM9ry31qNmOzd/KkAE0KcBNyP7InaPFH/dZthGCft5LGZmOxUtnUtT6YLt2eomYxk/ddeT7B1rVIPpGhoeN+kceyR29Ew8J17LrbZs6kcP554+/aEUl2s37yUzeUrWTTrfaZUfkmrClicBQ9/DEW10Csx43HKZGhZI/gi+2jOq3oG58ARBAq/rH//5sfS+ajbGBquJiW1kEitwp1DMijdYKFpmyjL5tsZNnYzXbqlceEpCrFo/UtVCwT9MPnmm8h3LKb/Q+9xaA8rl59XCs5mZOcIxJ/sLEnxNX3NdEZ9OIoCbwEjOo3gzm/vxOfw8XCvh9k/e38cFge6odMktQl2SyKerGsQWAPrpsC6NwAFso6Dze/Jx22ZEN4AaV2h+KL6lkJaAGwZYPMRMjSeN3Qu9TTHEII84Dhk5EsAtwMHIu0nijHFl8m/S2NSkDcj64CnAxiGMVcI0WwnjsnE5F+jYbqwYYPjZCQrKbQa1mTtCpH1R8xja5GQrGWax24sHHZD9sTt6L7/flyvvUbtFVcQPu44jOxsllcsYv3mpZTMmc4zJe/StBaWZcBN0+HgDXDkOdIT9cqZcPIyhXm57RkQeANxxN2E9n8l8c4C8rrSqvcTXBgoJd3XlGhE4f6hafw230qL/aMsX2DntMtLOPgwJxcNsBNLGMgrqtQ+WsxgSL+fGdT6Id76eQiLak7kg6dWEVNzaVpoRf2TIqmk+Pps5Wdc8vElNPc1Z1jHYdzx7R1kODN46PiH6JDTAYtiAQOKUouwqYliMsOA8GYomQ4L75br8vrCpg/kbdUN8VpwNYX9r0+0GEr2d0wFWxq1hsbdQuUeVyEIQTtkYf3LcuvwINAGaA20ZPc6JpjsHTRGgMUNw6gRf3YpY2Kyi0g6lycL3xvOMNTYvt+Tkz3ngJq0SEh+N5Az+joCdfz+e2zPC+vfXsc/XLc9/u3P2HbdBYl1WoN1hySWhuv+jv/YP3ntjl7j+OgjUq69lsCJJ1I5ciTk5VEWq+LX1T8SnT+LR9a/SlYE1vjgsh9g4CLofr4grhj0WAN3fylYldeUXsa7BIvfRj/sjsQ7C8hoTe6AiYz0l5CW1pSgofLcxan8/JWDZu2irPjVzimjyulytMHogSlbxJfFKrWPUKCwWYQnzjifWn8KYyY/wssvbkKxuylo6sX2J0X3SfE1ddlUrph2BW0z2nJmhzO57ZvbyHJn8XCvhzkg5wAEAlWoFKQUYFUbuG1Fa6DiJ5gzBtAhozuUfCJvo8oBKk5of6uc4SiEjHxZvWDPpAKDyxUHEx1SmB0FeIHX5at5HFnvtR/QjD3nWGGyZ9EYAfarEOIMQBVCtAIuA2bu3GGZmGxNQ5GVtHFIRrO2NfNMRrL2JJH1R2jIhsU25AyshjvtjgxYt8e26xv72u2t25GB6vbWN8Y4dnvr/ovP2B5iB7cbg9jm7195XcPXqL/9RvbppxNv1Yqau+/Gmp1N2CL4Zf5H2ObO5f7VL2BTYLMXhs+Bi3+CQy9QCKs6mQF4/S1BRW4OvTxvUKYtQvS9MPHOCnjzSBvyDlf5S2jlK0ITFt6+wcuXU9w0aRVl9SIb/c+p5rDj6xg7uBmxiByZxVo/VkM3eOz8e8nQ53HmCxO57XaFvOwI6QXNcLn/+NsnxdfbS95mzGdj6JjTkSH7D+GWr28hx53DuF7j6JDTAcMwsKgWClIKZBQsiRaB6vkw+0rZZsjVDGoXg57Ij9rSIV4DHe8BX7ut+jsa9iw2YXCmxcN0WyoIwWnItkIfIPet55AeX/sjRdjecAwx2T1pjAC7FLgeea57DZiGTI3vdpg+YHs22/bga5gujLN9r6w9wrn8b6IjhZeKdA/3Yp4M9glqaqBvX1AUlCeeID8nh7jHxXe/foLnh5ncseJ56rwGQRsMWAS3fAXdL1Sos+oYwOtvCxwpWfQreoYVawyU805BFwYCBcORivuMqdwSLKdraiFx1cbUR11MftxLUdMYa5fZGHB6LT2PL+XKIa2IRRPiywIYslOPN8VgzLmzOLHgXj6Y3ZeiQ/tyWLdNOHz5+NL/2BNe0zU21G7gtV9f4/ovr6dbfjdOaXsKN0+/mXxvPo+e8Cj7Z+9PXI/jsDjI9+ajKg1ymYYO1b/B/BsgsBpUDyAgViUfT854bDsGsg7bqr+j5sxlNYJ+Nh+LrW5ATu3/CWlsbAdeAlKA9kDRv/cfNTHZLo2ZBRlECrDrhRAq4DYMI7zTR/Y3MH3A9gySqcLkDMOGNg7bpgtVZORnd+nB919gAKHE3yxko9+9VWSabIOuw2mnwcqV8OKLUFyMnpnBkqXfUTb9Q8YvfJ4VeQaagONWwKMfwREXqJTbNWIq3PWFoFMkg6Ed7+T7H/bDMrIzmhKX4sviwHrmR1wXCdDFm0/cYuf7yQ4evCmV3Pw469ZY6TfAzzEnlXD5sOKtxRdSfPlSDZ59ZA1do1cSilh5c9VD3HZbOcLiJbvA+4dF95qusb52PS/MfYFbv76Vw4oOo09xH275+hYKUwp57MTHaJfVjogWwW11k+fNQxHb/PID6+C3h6DsWymuPK2gZo58zFkIofVQNASaDJSP6xEQgrgzl0UoHG/PpMRiRwC3Ae8As5F1n68ijzUdgfx/7z9qYrJD/vS4LoR4VQiRIoRwAwuBpUKIMTt/aCZ7I2FgFbAW2dS2Gim8bMgIjyexuJEpRBv7lvgIIRv9+oDmQBr71vff5xk7Fj75BG68EQ45BCMnh7UrZrPp83d5/Yfn+K5QOncduh5efgt6jbCyzq2hCej7G1ywIp3Lj7iCD789EcuIw4nb/IDAECrK6e9xpaFwpCcHzepkyRc2brwkDV+6xuaNFo7vE+CEgaVcMawlsaj81SXFlxDg8xlMeHQNxfrj5Fu/4+Evbuf6G5wYuk5es2wUdcfqKym+xv88nlu/vpWezXrSu1Vvbv7mZopSi3iyz5Psn70/oXgIr827ffEVroKVL8GqF+V938H14suWLcVXRg9oc1mD/o46EWce32GhhzOHEosdK/AwUnDNRka83kBe5HXCFF8m/x2NOba3MwyjFugPfIRMi5+9MwdlsncSBdYjW+wkxda+KLK2RxioRV6JNwcyMXvM7XNMmgT33w9DhsDgwZCXR8naxWz8/B0+nvYYb+6nY43D/mXw5utw8jl2lqTGSA1DUR08NjON2/uMYPLUEajDjyXu3oxASLPVU1/nAkc6vR2paDYX62dbuGpoOk6nTmW5haOOCzLgrEouP6cp0W3EF0BGus7zj62mIPYS7cSDGAa075yCip/sohys9h2nHpPi65EfH+Ge7+7hxOITOab5Mdw8/Waapjbl6T5P0zajLcFokDRHGrme3N+Lr3gYNrwLCxMTCVI7QdX38rbqhVgFeIqh4+2gOmTLIT1KyJnPB8LBcc5c/IoFD/AY8AiynUsGUnxZkOIr7x//E01MGk9jjvFWIYQVKcAeNwwjJoT4JxOFTPZB4kjxpSAFl4kkmYJ1I6+896VUq0kDfvkFzjsPunSB666DnByqNq5k3bQp/DT5fh4+XscWh6Ia+HAinHW2k5+yQrQvgd8yYMonKUw4+TRenHgZ2qBT0TKWyLQjOvR7jtPSWzFEKCgOLxUrFUYPzkDTwF+n0v3IEIOHVnPpsIKtIl+GISNfWVk6zz68mvS61znQeQsfzT+JQFp/2h91EBm5Xlyp3h1+LU3XWFezjvtm3sdTPz9F/zb96ZrflZu/vpnitGLG9x1Pi7QWBGIBMl2ZZLgy+N2Me12TDbbnjJFRLVcTqP0VmaS3Apr0+Or0QMJoVfZ3rHEW8Irq4TJHJoYQ5BoGtwnBrcAGpNh6GVlr2Rl50WNi8l/SGAH2NLAaaZfzjRCiKfJi3cSkUWjIA56B2Tw6SRxZYO9AhpRdu3Y4JruSkhI4+WTw+eDRRyEjg2BlCWs+mcyaZ+7lyoE69jhkBuDTl+HiIW6+zA1wwnLBJ8UGD37j4se+A3l+4hXUHn0lRtNvASHF17H30qvpEZwXC2Nz+agrFYw+JYPaaoVoVNCte4izRlQz+txcYjEpvlRVii+AnBydZx5ajb38XQ71Xcdni/qSecLjtMmAVE8YX042Oyr8SoqvW7+5lRfnvsiQdkNol9WOW76+hVbprXi237M0SW1CIBog25NNujN9+9undgn8chlEK8CSApFyGeECaSuhBeWMR3cRGDqGFqLSmceD1jTutqeBEOxnGFwpBNcBZcgo83PIY1JXYAefbGKyU2lMEf6jwKMNVq0RQhy984ZksjehI2u9YpgiA7ae2ViATMOaMxv3YaJR6N8fysvh9dchL4+ov4bV017D/9A9nHW2jlUDbwQ+fQVuOcnL+0V1nPGrwuR2Oqf+ZkU5bCAvvzOSjW2fhvZvJN7YgEOv5uD2p3F5sBKHO4uoH8YMSmfdWgu6Bp26hjlzRDWjz8tJiC8DtUEdV36ezvgHV6Gt+5ijc67mm2W9yO7zOB6PgtteS3peASjbTz1qusbamrXc8OUNvPrrqww9YCgtfC247ZvbaJPZhgn9JlCYWog/6ifXm4vP4dv+9gluhtlXQd0SQAXFBtHE9b8jF8Kl0P4mSO8MhoGhBdnkyGGsPZtXbCnS48swGCIEY5A1p+2AJ5D74oGY4stk19GYVkQZSDf8w5AXDDOQE0gqdu7QTPZ0DKAEKTga0Y93r8ZAbgeAbGTh775e92YCjBoFP/wAjzwCrVqhhUOs+/QNlDvu5ORzDXQB9hhMewXGH+vjlZbVDF2g8HELnVbVCoe2HsjbXw1ikfs76PFg/ft2Gk7bQ6/i+rqNpHpyiMQEN56VxoK5NoSA9h2jnH1BFWNG/l58GQYUFuqMf2AVNb99yalNRzNr7VFk9XkSm8OK21ZLdmEWiiNlu18pKb7GfDaGtxa/xQWdLyDXncvt397Ofln78cJJL5DjycEf8ZPvzSdlB+9DzC9rvjZPk/ed+RBaJ2878iG8EZqfC/l9wTDQtADr7ZmMcBXyhUVe7p1mGBwmBNcgTYu7IvvqGci0o+8f/fNMTP4ZjTkHTEZGbQcCgxK3X9+ZgzLZOyhH5qr3ZfGVFF4B5IzGFsiDvim+THj0UXj+eSnCjjoKQ9PY9PGbeK6/lRPPNKi1g6LDR6/CO93TeaxtNYMXq6zw6QRscEZmP76ddxzfloeg15Vb3la07kfhsfdxW+16sjzZxAzBwxelMuNLJ0JAm3ZRhl5YxdiLtxZfhiHFV5MmOk/et5INc2cwqMkoFmzqTmafZ7E5HHgddWQXpKE4M7b7lTRdY031Gi79+FLeWvwWow8aTZY7iztm3EH77Pa8fPLLZHuyCcQCFKYU7lh8aTFY/hwse1LedzapF1/2bCm+co6DViNBCGJagOW2dPp6WvBFwuPrcqBbIvJVBxwJ3Icpvkx2HxpTA5ZuGEZD49U7hBD9d9J4TPYSKpEh0h2X5+79hJGpVx8yzfHHFpUm+xRffglXXQVHHw3nnguxGOVffYTv+ps5ajisTQVhwDuvw48HpHPHAZWcsFIlv1bnjf3gQvVw1q08nHfnNoWhx2/JYytNDsd38vPcUbWaJp4cIkLhlRs9vP+GG6EYtGwV48zzq7hudDbxbcQXQLOmOo/etYLlP/7MqE7n81tFV9J6TyCmO0lx+MnK8yJc26/70nSNVVWruOiji/hs5Wdcc+g1WCwW7p5xNx1zOvJS/5dIsacQioVoktoEl3UHRQmGDhs/hvnXAwbYcyC0Vj6memQNWGp76HATCJVI3M9Cayp9U9qwSbUiDIPbMRBC4Tqkx2Af4GrkZurCvn1RaLL70JgL8a+EEKcJIZTEMhj4cGcP7O8ghOgnhHimpqZmVw9ln6YWKGXfdW6PIq+47cg+cjmY4sukAStXwqmnQpMmcOutEI1S8/mH+P53E6cNgl/yZJTm1bdgXYtMxnau5LANKkPnwbiDDXoqbfCW9mTiF4dhnNUbhA4IlOwDcA5+kzuq19DWk01EUfnkCRfPPZqCohg0aRbn7AsquHVMUnzpKEp9wX2L5hqP3LmSudMXMLLjcNbWHkBqrxeJ6R5S3UGycp0IV+4OxdfKqpWc98F5fLbyM2464iYUReHub+/mwNwDmXjKRLx2L5F4hKa+pjsWXwBVC+DnUaCFEoKrNPGARc6CdOZCx3tBdRHSgvygejjK155NqhWrYfA4BnGhcAtSfA0BrpKvNsWXyW6FMIw/dpQQQtQhZ8kn260pyIwKgGEYxg5iyLuOrl27Gj///POuHsY+SQBYhzzI7WtptjjSSNWOFF3mjE+T3+H3w8EHw7p18NJL4PMR+u5r7DfeykV94Olu8mnPvgeulAxGHFZBm2qVCR8oHHtGjDRnBmeFhvP4G2dSNeQosNciUBGpTVDPncFt/s0c7cogolr58Q0H/zs/DSEgvzDOsFEV3HtTQ/ElO1AaBhS31Ljv5pX8+OlSbup5KmXh1liPfo1AxEeqN0RmpopwF0HDtkAJNF1jeeVyznnvHH5Y/wN39LyDmnAN98+8n24F3Xip/0vYVTuarlGUWoTdYt/x9gmVwPTeUDUbsCQaTyZmPFpSAAO6PA6+9tTqYaYrbgaldyAmFDyGxmMG/Kao3IecfT0COAO5Tx7I3j0RSAjxi2EYXXf1OEwaT2NmQe7LWSSTv0AY6fXlZt8SX8lm2Vakl5c5s9FkuxgGnHUWLF4s67/cbqKfTcNx973c26NefD0wDbIc6ZzdvYKigMpbUxQGDdKIOWycbpzMSx+cTtUpvcFeiyos6M50jGGfc1WwlKNd6URUK799ZeO6UWkgIDtX48zzK7n3xmzi8d+Lr9atNO6+fhVfvLuKe3oPoTreEttRk/BHfaSmhMnMEAh34Q7F19LypQx7dxizN8/m/uPuZ7N/Mw98/wCHFB7CS/1fwqJY0A2dJr4m2NQ/cAGMBeDnyxLiCznDUg/J27ZMiFXDAXdgpLajUg/ztsXLSF97dCHI1WM8gMJsRWUcMlpwGXAy8kKoE+YFkcnuR6PMtoUQaUArGvhEGobxzc4alMmeRwQZ+XIgLRa25Ulkj7UeDdZ9hzSXu2inj27nkCywF0AuMuW6LwlPk7/IzTfDe+/B5ZdDy5bEP/4I67hHmNQBrj1OPuX6r6FjOI3Tj60kNabw0Wsqdx+mMzdbZ5TlBD78+BzWHn0meDZL8WV1YQz7kpGxICfZU4ioNjbOtXDZ6eloccjI0jjz3AoevDWbeFywrfhq01rjlmtW8sHrG3hkwECCogjl8Fepi6TjS42SkaYjXE1A+f2pQtM1FpUt4qx3zmJR2SLG9RrHyuqVjPthHD2KevDiyS9uMVVtktoEq/oHiXgtCovug3UJGw3VA5pf3rbnQKQE2lyGnnM0JUac52wZ3JTSGoSgnRbmJmHha0VlPHK/vA44GnkxeACm+DLZPWmMDcV5yKbxhcBc4BBk8/ieO3VkJnsMMWTky8KOa506AiOB8UgR9l2D+3sayWbZGtI928f2RaeJyRbeegtuvx1OPBGOOQb9nbdRn32OL5vB8FPkU0b9BP1KfQw6vgpDVfj4FQtfNxdMOCDOCZau/DZrJPPajoGMpaiKBV2oGGd9wmDVxtlCQbM4qF6lMKp/BuGQIDVN5/RzK3nknoT4EjoiEZvVdWi3n8b1l6/k7YmlPHPGycStOegHvUZdJJO01BjpvijC3RS2E7XSDZ0FJQs44+0zWFG1gid7P8nCsoU88uMjHNn0SCacNAEAVagUphZi2Y6Aq38zDda+CQvvlPdVd734sqZL8VU4EK3JENZjcLcjh6c9zUAIjo75uUB1ME2x8GLi7e4ADkbulx2Q6UcTk92RxkTARgPdgB8MwzhaCNEWuHXnDstkTyHpcg9/fKDrgRRbI4GhyBYgSTG2JxFC1nr5MGc2mjSS+fNh2DDYbz+44AKMSZNQJk9mXjb0OxM0BYYsgIuWpTKwVzU1TsHnr1kI2xUuPiFOW7UA9+pLecs5Hop+QBUqGgac/h7HePK5WIuAzUmwTDCqTwbVlQqeFJ0hwyp48oEstLhAJAr1AXRd0H7/OFeOXMNrL1bx8jl9URxphLtMpi6WQ5pPIz01jHA3AfX3e7Wma8zZPIfT3zqd9bXreabvM8zaMIsnfn6Cns168txJzxHX4zgsDvK9+ajbSV1uwTCg/CeYdRFggGIHLVFirLogVgUZhxJrdRGrhZUrXQVMdcqOjWeGK+ln8/KuYmEyMvr8INAeafnSHlN8mezeNEaAhQ3DCAshEELYDcNYIoRos9NHZrLbowMbkSKsMSH+HkjxNQ7p0bMnia9IYvEio17mgd2kUZSXw0kngd0O118PEyYgpk5lbSr0HA4hKxy/DO74xcfgXtWsTRN89LqVJn6Vgy624RAKXfyjebVkJnR5HwUVzdBg4Gt0yT6A6yM1WBwpRANwSZ8MNq634HLrDBlWxXOPZqFpW4svwxB0aB/nknPWMun5GiZf2Buby0PgwNepi+WTnqaT5g0gXIVg+f1eHdfjzFgzg8FvDsYf9fPCSS/wzZpveOqXpziuxXE80/cZoloUt81Nnjfv9021t6VuNXx/NsTr5H09knjAAnoMPC0It/0fK6xehnlb8Is9AwyDq8OldLWnM1mx8i4yAv0E0mcvE+l2b/acNdndaYwAWy+E8AHvAp8JIaqQ512TfRgD2Ex9I+nG8B0y8nV54m93dn8RFkN+RwfQFLOWxOQvEI/DwIGwcSPcfz9MmABffUWFW+HI4TqVTjhoPTz1TQrDj61mQQ689baVbiUqfa/MYYOxhgHqxbwxuw6jx9MIFHQ0xImP0ar5cdwZKMHp9BGOwtWnpLNsiQ27Q2fQ2VW8+GTGdsXXAR3inH/mOl6cEODdS0/E7bVR1+l1auNFpKfppKf4peO89fdmDVEtypcrv+T0t0+nOlzNVYdexZervuTZOc9yYvGJjO87nlAsRIo9hRxPzp+Lr0gV/DgCAit+/5hqB9VBcP8bWeTOY2BqO9Za3QjD4L7gBooc2UxQrHyGjEI/h2yunQO0xRRfJnsGjZkFmahQ4BYhxFdAKvDJTh2VyW6NgfT5qqPxRqsNa756IMVXw/u7Gw1nNhYip6+bMxtN/hKXXALffANjxsCkSTBrFkGnyvFnaqz2QZtyeOMjNxcdVcuMJvDSh1aOWW/l6iv242vjZ3o6T2DatGJih1+OSDTXVo+4iZwOQ7mvbh1pzjRCGtw1PJVffnBgteoMPLOKic9moG9HfHU8IMbZAzfw/LMRPrqqF75Ug+oDJlMTb0ZmhkGap072V7T93lkoEo/w3pL3uGDqBdhUG9cddh0bazfy4vwX6duqL4/3fpxQLITP4SPbnb2l+H6HxEMw9zoo+yqxQprCggFWH2hhAu2vY1ZKW05J60S1asNiGDwdWIPHmccTqo1vkJHol5DlALlI8WWWBZjsKezwEkUIkb7tAixA9oI0vez2YSqAKv6ay/08thZbyZqwef/u0P4xOuBHphtzkUaqbkzxZfIXeeopePppOOUU+OgjmDWLiMvOqadozM6Hwlr4+C0n1x4a4KPW8OhnVgYts/HU6B48xxza2Nuw8MtB1B1+BQiBgYGlyyg83f/HfbXryHf4COkw/iovn011o6oGA86oZvIL6VvEl2HUi68DO8Y4te8mJjwXZ+qVx5GRFqWmwxvUasVkZiLFlz0L7Gm/+yqhWIgX5rzAsPeGke5MZ8qpU9hYJ8VX/zb9eaL3E4TiIdKd6Y0TX1oUlj8NKxJTcIRKvfhKw4jVUNf2CqanHcoJGV2pVm24DY1X/StxOvN4QLXzDfKiaDJSfBVgii+TPY8/ioD9gtwrGu5NyfsGMt1uso9Rg+zx+FfN4bZnNdGD3Sf6lZzZqCNrSFIxZzaa/E2++gpGj4ZOnWDePFi5kojXxegjgnzUGtKCMP01O/d1CfFaB7jtWysjFlp5d3QvHrB8gRcv2uzLKTn4QuQvE6xtB6H2eoh7K5fT2plGEMEb97iY/LwXoRicNLiaKa+koesJ8YVACCm+OneK0ueYUl58XuerG44lOz1A5f5vUKu3JjMLfK46sKWB/ff9Hf0RP4/+9Cg3fXUT7bPb83Tfp3lw5oNMWTyF/m36M+6EcQRiAbLd2WS4tt8fcit0DTZ9CnP+BygkBim/pyUFYlXUNR/Ou/n9OCfrYHShkKPHeca/ipC7iLtVOwuQzewnUx+hLqaRnkomJrsRO/zNGobR/L8ciMnuTx2wib3PaDQ5szENeTVtHshN/jYrVsg2QxkZUFICmzYRSfXwYAc/T3cDVxS+e8XKhPYRxneDK2dZuXqWla8u78/D7lmUh/y0K7meBW0uB6GBAFvTnminvMztlSvp7PQRRPDpsw6evCcVIQx6n1LDu6/7MHSBUHT5t4H46tmjjBdfhO9u7UleRjWV7V6nxmhHVhb43H6wpoDj9/0da0I13PbNbTz0w0Mc2fRIHjzuQW6cfiMfL/8YgF7FvQjFQ+R6cklz/j5y9jsMA6rmy7ovQwOMevGl2CFeSyD3eJ5qOZJrsw7CEIL94hEeDK6h1lXEjaqDZUAGUnwBFAEtMfdZkz2TxviACeBMoLlhGLcLIZoAuYZh/LTTR2ey2xBC2k3sTS73yZmNKciol1m4a/KPqKyEfv0gEACXCyoriaan8nphDdcfA1YNpr9iYWpLjbsPg3MXWLjjGwvfXz6QyZnrmVW5jPaxM1jgexjUCAiBPbczkTPe539Va+jp8BJCYdbbNu4eIwXPsX1q+OjtVAzj9+KrS+cwB3Wq5pWJKj/eeQQFGWVU7DeZGjqQkwMpriAoTnDk/E58lQfLuXLalbwy/xUGtB3A9Yddz+hpo5mxbgYXdb2IDtkd6F7YnXxPPimORnajC26AH4bJZtpbOtsBqBhGnHDqAdx0wJ08lNEFhODImJ9rQxsodxVxncXJWmSh/URkXDApvsxItcmeSmMuHJ5E7i09gduRgZC3kN5gJvsASZd7F3vHwS6GFJQuZI2X4w+fbWLSCAKB+jZDbjdUVhLLSOOblCqGnwKKAR+/qjI71+CaY3UG/Gbhsc+s/HjZQL5rApM2fE1TpQu/Rj8Fdx0KCta0FkSGfsZ51ZsY6HAREioLp1sYe14GhgFHHFfH5x9uLb5IRr46B2nfOsCUKSqz7j6SoowNVLZ9lRpxINk5kOIMyVY/znxoMFvRMAw21m3kgqkX8NGyjzi/8/mMOHAE5009jzmb53DTETcxovMIgrEgBd4CvPZGFiNEauDni6Fmwe8eMhQrMXsGIw+ewMsZXQA4LVrNsNBmytxFjLG42IzcV19ETpBpllj2huORyb5LYwTYwYZhdBZCzAEwDKNKCLFbBguEEP2AfsXFxbt6KHsNUaT4srHnh/kbzmwswpzZaPIvUVcn2wx9/DHYbBAIEM/KZLEo58SzZLTm9bcEZV7BRb3jHLta5eWpVuaOHsKKlj4eWv88XiWDtdVlkFKOgorFnU3knK85JVDLeTYLIWFh9RyF0admoWlw8GEBvv3cu7X4AjAEB3appXl+jA+mKvx8z1E0yVhFZZtXqFa6kZMLXmdYii5nwVb9HQ3DYGXVSoa+M5SZ62dy/eHXc3zz4xn27jCWVy7noeMfYsB+AwjHwzRJbYLL2sjW1loYFt0JG95vsFL2pNQtHnQEZx32OlMyu4JhcEW4nF7RCja5Crna4qYCWWD/NLJUoBnSEsYUXyZ7Oo3JJsWE2DJNBSFEFlvHj3cbDMP4wDCMC1JTU3f1UPYK4sgWQwp7dnpOBwJIMZkHNMec2WjyL1FTAxMnwrhxoCgQjaJlZbEpXM4h50Fcgcc/EjixMPQkjYM2KUx5z8aay4axbr8iHqqYil8LEahMw0hZi4IF1e4leu43HB6DMapOXLGxeZlgZO9sYlFBp24hfpzhxjAESkPxheDArpVkp+p8/oXKz/ceS7P0ZVS2eoFqtXtCfEUAA1yFW/V31A2d+SXzOXnyyfy44UcePv5hDm9yOGe/ezarqlfxbL9nOWW/U4jEIxSlFDVefOkxWPUKLL6fLZJJWJDiywtamLN7vMaUrB4Iw+Du0CZOjFawzlnA5VYPFUAX4FnkBVRLzMiXyd5DY4IajwLvANlCiDuBQcANO3VUJrucZIshgz3XfLThzMYs5MzGvaV+zWQ3oKoKZs6Eq66S93UdPTsbf3UpHS+XLvc3fgPtam30GRKjTYXgvbfs1F16Ics7ZPNqxRcsqluOvbYNEd9SFKwYikJs2Bd0UFO5Q6vFsDgpXQfnH5NNKKjQtn2IubOcgBRfegPx1bFbKW7VzszvBfMe6kmz1IVUtJpAtfUIcvPA44yBEQdXE5l+TKDpGt+v/56z3j6LkkAJE06agNfmZei7QwlEA0waMIkueV2Ia3Ga+ppitzSyD4ShQ8nX8MvlIKxgxLb81RUXSryOS7s9zeSCPlgMnScD62mhBVnszOdamxc/cARwJ/JisCVyxqO5D5vsLTTGiHWSEOIX4Bhk0KC/YRiLd/rITHYZOtLlPoZM0+2JJGc2piNnN+7p6VOT3QjDgIoKWL4czj0XQiEA9KwstLJSOlwOVS449xc4cb2TXqfFyK81+HiKHf3ii9jQrZivqr7n/c1f4AgXEU5ZijAs6EJHOXMaTb0teCBUjs3hoqQELjg6m9oalWYtIyz51cH2xFenbiWIqIM5S1R+ffQ4mnrnUVn8DNW2YxLiKy7b/GzT3zGux/l0+acMe28YcT3O5IGTqQpXMeKDEQgEbw5+k1bprTAMgya+Jti205h7h9uoZjH8cK6MghkxGfkyYujCgqIHebDt1Tze6gLceowJgXVk6RHmOfO53pZCCDgRuA55MVgM5GOKL5O9i0adlwzDWAIs2cljMdkNSLrcB9gz3XbDSOGYgpyuvienTk12QwwDSkvlMny4/AsYWVmIsjK6joR1qdD7N7hkkZtjT4/hCWl8MtmGddTF1B52EDNqZvHMmrewaT7CjnWgWzCUOJZBb5KWdxDj6jbhc7oorYRLj8uivNRCXmGU1StsbE98dT64hEC1k/VrVH597ASaumdR2fJJquy9yMsHt1ODeDAhvuqnnES1KFMWTuHCqReS6khl8qDJLC1bypjPx+Bz+Hht4GuymbZQKUgpwKr+BZvTcKm0mwitJ2kfaRhxQCAMjfcKTmLMgfeSHQ/xbHADKUacHxx53GJLJQKcClzG1uLLLBkw2dswLyhMtqIcaba6p4mvGHJ6rhVZoJuHKb5M/mV0HTZvlg22R46EpUvl+owMKCvj2KEwPxe6bIB7fvTQ5zQNIx7jk9dteC+8lHjPo5mnbeTRVVMIaxGiSjXoKihx7L2fxlnchwdrNpLvdFFaDVf3zWDdaivpmXE2rbeyPfHV5eAyyje52LDOysIn+tLUPZOqFo9Q5exLfj64nTrE/LLg3lIfzw7Hwzz989Oc+965FKYU8tapb/HT+p+44tMryPPk8e5p75LvyceqWClKLfpr4itaB7OvgIofSRrJGomH4oqVub6OnNl9Em2j1bzoX0uqEecrRy432X1EgOHApYnXtMYUXyZ7L2ZmxmQLVcg2Q3/V5X5XEkemG23Uz2w0MfnX0XXYtEkW3Y8ZI2u/ANLToaKCs06BL1tA80p44UsvJw3RqDPCfPqGjdxzLiV+3DGs1at4ZNXbrAusSXTeUUDRcB15G9qB53Bn6Rr287rZXAM3DU5j6a92PF6NynJ5mBaKjq4neyYKuh5cxtrVLiIBhYVPnESR7Wuqmz9EpfsUCvLB6TAg7gdXHtjq9+pQLMQ9M+7h9m9up2t+V57p+wyv//o6931/Hx2yOzBxwERsig2H1UGeJw9V+Qsl71oYljwIa14jOdPREBaEESekuqmypdDvyPc5OFrJNdE6HIrKJ44c7rf70IBLkNEvgYx85WCKL5O9F1OAmQBQC5QgxdeecMDTkZYSKjLataeM22QPRNNg40Ypvq67TtpNAPh8UFnJVcfBqx0hMwBvfZLK4MEGm5QgU6dYaXnWZcRPOI4qEeGFDV8xo+Tb5HxyUHTcXS4mfMT13LRpFYd6nWyuhXvP9THnBycOh46/ToofIXSMrcRXBSt+84IOC544hSLL51Q1u48Kz+B68RWrBWc22HxbvkpduI6xX4zlyZ+f5PiWx/Nwr4d5/KfHeernp+he1J0XTn4BwzDw2r3keHJQxF9IkuhxWPsm/Hr7lmJ7Q3Eg9DB+ixfFiHPS4e/RM1rLUD2GanHwnj2XR+w+dGAscAJyn26FnDhj7tMmezOmADMhAGxkz2gxZCCFF5gzG03+A+JxWL9eGq2OHQsffijXp6RAdTUPHAoP9QB3FN6elsaIAbDMWsWUdyx0PO1yYiceTx0RpvtX8sLiF+tzccLA2/ZU6vo8xmUbV9Pb66DML3h8dCozPnNhteqEw/KXLRtrNxBfB1WwZJEXh01j9mNDKBKfUNXkTiq8Z1JQAE4HEKsDeybY0rd8lYpgBRd9eBFvLHqD09ufzo2H38gd39zBq7++ygnFJ/D4iY8T02KkOdMa11S7IYYO5TNh1iWgWDH0CIbiRNFDBFUXnngdg3q8wfF6jOMJoFtTecORw9M2aRl0O3A4soSgFbIzxe5+LDIx+aeYAmwfJ4y0m3Cx+wuZELIoNx3wYf54TXYysRisWwe1tdJq4ssv5XqPB2prebkDjDlethh6/Ys0rj3RwhxHGS9MtXDYgCuI9TmBoBFltUXn5p/uJm7E5OsFeJseTd2pr3HGxnWc5bFS5hc8c72XaW+5URSDWGz74qtLtwp+nZ9KWlqEHx88iyLjA6oLb6YidXi9+Ir7wZYKjswtLYY21G5g2LvD+GLVF1x28GVceOCFXPP5NUxdNpXT2p/GPcfcQygeItOVSYYr4y+KLwPqVsIPI0ALJiJfNhQ9RFRYcWlBrj/gDo6yptFRjxKxpfOqM5cXrCkoQnA/0uvLjkw7Zv4r/zwTk90f8xy2D5N0ubeze/8Qwsix+pAzG/9CObCJyd8jGpXiq7ISLr0UfvxRrnc4wO/nw2IYPkC2GHr2u3QeOdLOd85NPPS5Sp9+VxHr3YuQEaXK6+baL/5HRaREhnQMgTe7E3VnfczxJSVc5hRUBhVeucvNuy96EcLYUmS/rfjq1LmS+XPTyM0PMOPecynS3qWm4Foq0i+gsAAcdiAeANW9pb+jYRisqFzBaW+dxuxNs7n96Nvp16ofF318EV+v+ZpRXUdx7WHXEogGyPZkk+5M38EG+QMiFfDTeeBfgYEBQkXoUXTAZsSY2OwsOqQeQHM9Rq2rgJdceUyypqAKwWPAfsh2YK2QF1cmJvsKu/N512QnEkO63FvYfQVNFCm+3MiZUGbPRpP/hHBYiq/SUhg1ChYk+hdarRAOM7MQTj5dyqK756TxXhcPn7nWcuO3CmcfdzXRfr0JxUPE0jN4bNYLzKn4PiG+FNxpLag792u6VdVygyVObdTC5HFOXnsiFTAwjO2LrwM6VTF/bhotimv47PYLaBJ/k5r8qynPuISCLeIrCKoNnLkgFAzDYH7JfAa/OZhVVat4ss+TdMrpxIgPRvDLpl+47rDrGNl1JP6on3xvPqmOv9FBJOaHuWOh9GuMRNLQMHQUICas/JzRjYyC/uQYcUrcLXjOVcDbVi8WIXgOaILcv4uRfn0mJvsSpgDbB2nocr87ipo4ss7LgTxAmzMbTf4zQiFYuxY2bIALLoAVK+R6RYFYjPnZ0HMYaCqMXpLGr23Sece9gkt+VrjksCuJntSHYCyAkpXHByt+4pWlT8rX6ypOdxaBEd/RJhjnbi1IBCtTxjt48T4fSaEFvxdf7TtI8dWhYxXvXD+SZrEp1OZeSkXm5fXiSwvJvo6J/o66oTNjzQzOePsMqsPVvHLKK+S6cxnxwQiWlC/hvmPvY0j7IQRiAQpTChvfVLshWgSWPQkrJ2AIFQyNmLBhM6IEVQdljly0lheSR5yNnrY86WnCh1YPdiF4EchF1p22xBRfJvsmpgDbx9CRBfcau1+LoeTMRgtQwJ4xKcBkL8LvlwX3K1ZI8bVxo1wvBOg6y9PgsBEQscKp61II5Wcz0bOUsxYIbuh2NfGT+hKMBbDnFjGnrJyxM0ZJDaWr2BwpREfMoNBwcJ+/EsVm480XHDx7axoNf+Xbiq+2+9Xw64I0Dj60gpeuuJiWsTeozbmQipz/UVAgsNuQQgi29HfUdI2Pln3E0HeHYlEsvHnqmxgYnPP+OayvXc9TfZ6iV8tehGKhv9ZUuyF6HDZMhbnXYQgbwogSUj04ND9B1YkmLJS1uQqfYmGtqwUPeVvwpcWDSwgmIcsJvMjIl9m512RfZXevuzb5FzGQVhMhdi/xZSBnYoaAbGSzXdNWwuQ/pbZWph0XLIBhw6TnVxLDYIMXuo+AOjscXu4mP6WQZ71L6feb4J4DrkLrfxKBhPiqiDsZ8mEfdEMDQ8VidcDwz0l15XFPZRWpdhtvT7Tz5LVbiy9F2Vp8tWxVy5LFqfQ8tpznr7qMNrHXqcs6l4rcG8lPii89BsTBVQSKlZgWY+K8iQx5cwip9lTeGfIOtdFaRrw/gpJACS+f8jLHtzyeSDzy98WXFpEmq7NGoisWhBElYPHi1PxEFRt2PcqatlfjsGeyzlnAXb52fGn14hWCKUjxlYqs+TLFl8m+jBkB20dIthiqZfcxWk02y9aQxfVpSA8gE5P/lOpqmXL86ScYPVpGwgxjy8PlTuhxLpS5Yb86B4dYmvOQ91eOWCt4vO1ViP6nEAjV4swrAmcexz/XgbAeAEOgKCr2M96HzP25Y30JRR4r77xu44kx6WwrvhqarDZr5mfFshRO6l/KnWf9j3aRV6nLPIuKgtsoKBDYrMgolB4Gd1NQbUS1KI/9+BhjvxhL28y2vHTyS8wrnceYT8egGRpvDHqDdlnt/npT7SSGAdFqqFuG8d3pEKlGIU5QdeGO16EhsOtRVrYciZ7SmvX2NG7M6MZsq4t0YDKy3tSHTDvuLschE5NdhSnA9hGqEkvKrh5IgmTPRh9y5tPuOhHAZC+nslKmGr/6Cq65RlpPNBBfNXY4ajis8UF+xEb/eCse9i7gwM0wocUVWPoPwB+oxp3fBHdaCw55rjtlkY0JHSXwDJhIqNkR3LJyA/unWHnvbRuPXpG+pdgefi++CgoDrF7t4cyzNzG2/y20D79IXfoQKgrvJj8pvgxNWj4k+juG42FunX4r93x3Dz2KevB036f5atVXXPvltXhsHt4c+CZFKUV/val2Ej0Goc3oNYvhp/MQwXUAW2wmAFQMNuX3JZDTk40WJ2OyjmCRxUku8Coy3eIDWmCKLxMTMAXYPkENMvq1Oxz0NGS60Yus8/qL1+AmJv8OhiF7Om7aBFOnws03y/W6vuUpQQuccBYszIYUTWVoqA2Pu3+lWTW8VDQa54DBBPxVuPObkJbVmt4vn8zSmrlbzFbTT3iMqv0HctXK9XR3WZk61cqjl6Wja4Kk2NpafEFubpAN691ceNE6Lj32AfYPPUNt2ilUNb2f/HwlIb50aTeR6O/oj/oZ/fFonp/7PP1a9+O+Y+/jnSXvcNs3t5HnyeO1ga+R6cr8e021ASNaSzi8mdimT3HPuw4jHkNNjtiQ20tHUJvWmdJmZ7NOWBmdewwrLU6aAi8nnpuGFF97Wp9ZE5OdhSnA9nLqgE3sHgXtEaS1RAG7hxg02UeJx6GiAkpKYNIkuP9+sFhky6FE9CumwIAh8EMh2AzBhf52POv4lfSgwcSci/ENOB2/vxJPXlMyc9sw9I2RfL3p4y2TGTN73ET5IRdx7sp1nGi3MO0zC49ckkE8Vt9Ie1vxlZkZobTUyZVjVnNO9yfYP/gotaknUtVsHPkFKlYLcnxxPzhlf8fKYCXnvn8u7y19j3M6ncO1h13LC3Ne4P7v76dNRhsmDZiE2+rGolgoSCnAojT+kB/V4wQiZdSFykhZ+jC+VS8SsWVio05uIyzYiKMLlYizgHVtRrNW2BhV2IsNqpM2wHPIyTXpyLSjOaPZxKQeU4DtxYSQMx7d7PrZFsHEGJphRr1MdhGxmOznWFkpvb6eegrGjwebTYqyRPRLE3D2KTCtFQgDRtW24VXLQlTNYFLGBeQNHIq/rgJvXjOyC9pw5Xs38/ry5+RnCMjuOIrSY2+l/5r1nKaofPm1hXEXZxAN14svsY348qVFqa62cd1Nqzi10wTaBx6gytOT2hZPkV9gaSC+6sCRDbZUNtZu5LS3TuPbtd9yTY9rOLfjuTzywyM8+fOTHFxwMC/0fwEFBbvFTr43v1FNtZMWMFXxIPHQJizBdWT9cjmu6nkErD7c0XLCwoouFBx6BAMFXXWxYr+xLLekMTL/WEpVB52Ax6mv72yOKb5MTLZltxdgQgg38CQyeDLdMIxJu3hIewQRpMu9k11b2G4AfmQELncXj8VkHyUalYX2VVUyyhUOy6jX5MlSfOn6FvFlABf3htc7yJeeW9eKD1mG36Lzhuccmg88j7raMlLympNb2JY7PnuER+ffseWjslsMpvTkJzhi40ZGhAUzflF5+KIMwsHkJZDYprE2eL0xwiELt9+1ghNaT+KAwF1UuntQ0/JZCgusUnxBosVQBtjTWVaxjEFvDOLXsl+5/7j76VPch7tm3MXL81/m2BbHMr7PeOJ6vFFNtXXkxVoNUGfoqOEKRLQCo3QGuXOvRo9HiQor7lg1K9wt8EaqyYpXSuNVobC83ViWuJpwQf5xVKk2egD3JN47A5l23J1mXZuY7C7sEgEmhHge6AuUGobRvsH6E4BHkOfp5wzDuAcYALxpGMYHQojXgf9cgNWEa/DYPI26gtwdSLrc29i1CjtZ75WNrP/Y1SlQk32MSESKrpoaKbwiEVi9Gh59FKZPl+LLMGT0K8H1x8DT3eTtgf6mzIquYkOqxquOM2g/cBR1tWWk5jUnp7AtT818hZu+v2LLazOzjqH0rNc4oKKUy6p0Zi+w8vDFmQTrthFfRr34crniGIbgnvuXcXjRm3QM3EaFsxs1xRNo0sSBJXnISfR3NOwZzNk4m0FTBrGxbiPP9XuOzrmdue7L63h36bsM2G8ADx73IBEtgs/h22FTbQN5kVabWKIAWhg9uJH1Whht2RMcv+xJqqyppBkhdARzfJ04sHouGioCEBisaH0xv/i6MDK/J37FyvHAzWxd87U7mj2bmOwO7Krz84vICPXLyRVCCBV4AjgOqR9mCSHeBwqBRC8QtP92mJISfwnlSjl53ry/55vzHxJHRr4EUoDtKiJIIViIWXRr8h8TDssar7o6KbAiESgrgzffhFdekY+DjHo1EF/39oC7D5e3ewZz2ejfwOKsOBOsgzjo1Mupqy7DV9CC7II2TJ77Ppd8fo58sgGprgOpOH8qzWoquGZDlIVLbDx0SQZ11fXiC2FsJb7sdh273eDu+5fTJfN9DgzcTJWjE2Utn6W4ibeB+JL9HXV7Jl+v+ZrT3jqNSDzC5EGTKfAUcPXnV/P5ys8ZceAIbj7yZgKxABnODDJdmb8TX1HkRVEVMuoVA2KGQTRaxbxoLR/oMW7+cQSHVPxAWLHji9XgV13EhJ1O1fPQURGJw3BF+sF8l9Obkfk9CQmVAUBSjmYgyw1M8WVismN2iQAzDOMbIUSzbVYfBCw3DGMlgBBiMnAyUowVAnPZhaVMVtXK2pq1pDnS5Iyi3TAaplPfYmhXhvyDyBBmM3atCDTZhzAMKazKyyEQkOsiESnEvv0Wnn5aznjMypK1YNuIr6e7wNjjZM3XgZF0lIpKfiiM85jSj56njqGupnyL+Ppk6XSGTR2MYeggwC6aELp0OlmREGOWBVi9ysG4yzKoqVCpj/saYCRnP4LVquPzxbjngeXsnzKNLv4bqHG0Z23zJ2nfPKtefGkhUB3ozhzeXfI+w98bjtvq5q3Bb2FX7YyeNprv13/P1d2v5rKDLttuU+1kXVclclJOcjJMHKjRokzUwnxiTeGw8u+ZNPMsPDFZZO/QI1Rb0/DFqogrBmAg0AEFA535Ocdwfv4xRIXCUCE4D3mAToovs9bTxOSP2Z1qwAqQwZsk64GDgUeBx4UQfYAPdvRiIcQFwAUATZo0+ceDue+7++iW342jmx8NgEWxML9kPj9v/JmRXUaS583Dad19Kht05GzHKLLofldgIA/wqci04+4nUU32OgwDgkEZ4YokWvIkI15Ll8Kzz8K8eeB2y5mO5eWQni6FWYLX2sPIvqAY0CzupnBTgPebR7lLHEf/wTdQV1tOen5LsgpaM3PNLAa82ZeYFgUBip6C5aofsQiVyxduoGpNGg9fkUFV6Tbii3rxpaoGubkR7nlgBS0dX9LFP5Y6x34sLXqYzsWFW4svoaLZc3h+zgtc8vElFKUUMWnAJPwRP5d8fAnzS+ZzZ887OfuAs7dqqp2s66oCKqiPdhmJ5SvD4BVDZ6ViRRUKd8y7nrGL7yOGiiUR4YoJK6mxauKqB4vmB6Ai9QCWNR+GP+7n5HZXExUKF2FwGgILUnw1xRRfJiaNYXcSYNsrETIMwwgA5/zZiw3DeAZ4BqBr167Gnzz9T+mW343Bbw7mjUFvUOAt4Lu13zHqw1GM7zMeVVFZU72GDFcGGa6MPyxw/S8wgDJkamFXpfuSV9lmvZfJf4JhSMf68nJZZC+EbKRdUgKbN8sC+08/lU20VVVGxZo3l8Krgfia2lrOeLQg8Gk2Dl6l8VrrCNeIwzh78B3U1ZaTkdeSzILWLNi8mN6v9iKsheSLdSspI2cScaYzcvZitFXZPDomg4qNFrYWX/V/hYDmLYLcfd8KCtUZdPOPIWhvxfyCe+jcqjlWNXEs0SKAIGbP4YHvH+SGr26gY05HXjj5BdZUr2HMZ2NYWb2Sx3s/Tr/W/QjEAhSkFGKze9mE9P3zIw2PrciLofXA08BMwyAmBAiV/etW8caMgbSrmgPI2JaBIiNdqgtDC2DR/MRUN4uLL0LPPIgPUtpyt29/DGCModNPUbFSL77MqLeJSePYnQTYeqCowf1CpIvCLuHo5kfzxqA3GPzmYAa3G8zkhZMZ32c8PZr0AGRErCpURV20jnxvPg7Lrqt2qACq2XXeWmFkcV4TzKnmO5Nks3IVeZLbJyOMul4vvGKxenG1caPs5zhtmqz1Cgal+IrHpfAqL4dVq7Z6q6+bwqDBoAiBzVDps0LhpTYhLhBduXTwg/iT4quwNasq13DMyz2pjdVs8QrLHPIONTltuXjeb9iWpfDY9ZmUrd+e+Eoi2L99DbffvYps/Qe6+a8iZGvOvKL7aNeiJS5bIm6kRwGNiC2HsV9cx7gfx9GzWU+e7PMkczfP5ZrPrqE0WMoLJ7/A4U0OpyYWxJ1SxCqbm2pkFNyWWKzAK8C7QHliFDYMjgxXcNbatzltzlW4NT8aAgUDJTHmiC0TW1S+YlN2Typans/7KW14yLc/VaqcvNBdj9NPtWIDMpH7v9nRwsSk8exOAmwW0EoI0RxZynQacMauHNDRzY9mVNdR3P7N7Vx+8OVbxBeAEAKP3UNUi8pomDODdFf6fx4Nq0IeWHeV+AogD7qFmFe+O4s4cqZaJVLoJk/vNmTE00n9yXavRdNkUX1FhRRVFou8v369/Dt3LkycCKWlMswE0LSpTEVuI7wAfs6HvmcAioIhDIYssfL8fiGG0J7rT30cf205mXktyShsTYm/lKNePJqKcKkUXwIyetxFxX69GblkLfb5guduLaR0bcPDaQPxJQwwFA46qJIbb1tDWnQ2B/uvIGItZEGTB2laVEC6K9EkTI+DHiVgzeDCD0cxacEkBrUbxN097+bbtd8y9ouxROIRJg6cTPPcjsyPR7CkNkGxOrEjfwse4GtgArA4ORLDoIUe42z/SjJjflJWTuDs5eMRQERxYNflxISwNR2L5sceLSdm8bBy/9t4Je8YHkttS21CeHWMB2kprIxQrdiRkS9TfJmY/HV2lQ3Fa8BRQKYQYj1ws2EYE4QQlwDTkBf3zxuGsfAvvm8/oF9xcfG/Ms6vVn3FUz8/xUVdL+Ll+S/Tvaj7ViIMwKbasCpWKsOV+KN+8rx5f73J7d+kFihh17jc68gURyqQw643et0biSIjm1XI7etk6+0cR3o3VSbuW5ARSDf1EZA9PhUcj8vIVjJtqCjSWmLtWrl+3TqZbvztt/rXFBXtUHgBLMqCXmeBpkBE0Rm+1MXz+wU5kWLuPvUZgnUVZOUVk1HUmqpQFUe+0JP1/jUYCfGV0mwAFcdey5kr1pP2k8GLtzdn06rkobS+1msLhsKRR5Ux9oZ1uEMLONh/GVFLDoubPUpmbhp5nszE8zTQQ1QJL6e/dSbTVkxjVNdRXHnIlXy64lOu+/J6rBYb9w9+k2BaS+ZocQp9TUm32FGR6YJ7genIqDTI3otHa1HOqVlEWTzMFIuHB78/m3Z1S9AR6MKCTQ+jIwjbc3BGNgNQnnk4Nx70LC+ltCSUcM9vEQ9xW9xPsS2dsKLiol587U5X8iYmewrCMP5xudRuR9euXY2ff/75H73HV6u+2qoGbF7JPEZ+OHKrNOS2ROIRolqUbHc2Podvu/47/xZBYC3yZPtfp6KS9V45yAP8Hn+S380IIUWVH3lic9C4baxTP7uNxGtcSIFuRwqyPUYoN3StT+5HGzdKUVVbK41VP/kEfvihvnl2QYFMNSaL8bchZIGHDoW7Dpdu9xErDFnuZEqLEN1FE54/dRJxfw05Ba1JL2xFIBrgiAlHM7t0lnwDA+zetkSuWEDvDaUc/JWDZ+5wsmFZsvxga/ElBBiGoHefTVx25SacwUV0948ipvpY1vJpLJluWviKZPmCoUPcz4a4wsB3hvLjhh+56cibOL3DWby2+F3u++YWvK5Mxg58jRx3Di4E+amF6KqNycAU5CQckJGoA4FBusYBgTVUBDfxdEoxOSXTeeWHodj1KDHVjUULIjCIWFKxaEEUI4au2Li/61Pc0HI4OgJDCNL1KP8LbeYYaypBWyoW5HEnBRn5NsXX7oEQ4hfDMLru6nGYNB5TgO2AhrMgfyv/DY/dw3drv2NeyTwu6nbRDl+nGzqBaACHxUGeNw+b+u8n5sLAGmRE5L8++CXrvQow673+TQykqC1D2gRY+eceSgYJnyfqZYGdrdOWu93Js6FrvarKCNiqVbBypaz1isel6Jo2TT4XpLVEdbUUbUmk+gHkd5/cHsYeJ1ibapAes1BpjdOpzMKitDj7q7lMHPQqSiBEdkEr0guKCccjnDixL9PXfrHlLRXFi37Fb/QIKBw/zc5zd9lZt9TBtrMcGwyCwUPWM+LCUuyBpXT3j0RTPCwvfgYl00ueJ5M0h29Li6HfggH6v302yyqXcXuvh9mv+TG8+etkJs+4m7y0ltw5cBIp9lQUobAupZDnVCvzkMIbpPXDAOBQQ8cVriAQWMnzrkI+s2Xz7owB9Nk4FYCYJQVbvFb+Pqw+bLFqAJaltOOonp9S6sgFIRDAOcGNnKtF0NyFxFX7FkGfnlh2u9/PPowpwPY8TAHWCJIC7K8QjoeJ63Gy3dmk2lP/tWhYFCm+dkXNjx95As/fBZ+9t6Iht2sFUiglI1U7izjyN5R0NLYioxnJtKWVXRTRbOhaD1JsLV8Oa9ZI0SWEvD9lioyAAaSkyOdpiW8jhExRavV+zT8UwhW9FX7I18mO2tBVQbkakdEsDZqpGbx2ykScYZ2c/FakFRYTNzQGvDaID5a/t/UYh35J+9RO9J8aZ9K96axapCKEgWFsX3ydc+4aTj+7Aqt/Od39F2IodlYUP4slOx231UG+J1fKtngdM6s2MvidYVSGKrmy37MUZR/Al3Nf4M0fx9E290BuO+Vl6lQHb7gzmWHz4k8cT1KA44EhgGIYWKN1xILrmGj18r67kG7ls/hsei88sRriihNhaKhGFE2xoegxDAQKOg+1vpw7O96BplipUW0cGy5nTHAjmc4sau3Z2BSVFGQ7sVTM/X93xBRgex571QXMv10D9k9wWBzohk6Jv4S6SB05npx/HA2LI6eKWvhvD4DJeq80IIs9KI21G5MsrK+g3jj3v5hHa2HrnT4pAGsS41D4j9OWDV3ro1EpwpYtk+sMQxbbV1TAq69KI1UAp1O+LinEVFUKr1hsi/hamwr/66UyuZ2GR4OsuJ1SW4S2kRSu/snG7Z3rSLd6efGk53FG6sWXZuic8+6I34kvpeedNM3oSp/3q3n1vgJWLVIQioGh/158CQEXXbKCkwfUYAmsort/FAgLK1s9jTMnG82Ik+XOIiwE/mgN721axFUfXIAB3DToDQq9hbzz02O8M/sZujQ7moP6v8JodyYbVRsIgQp0A84DWgFVhoFFC2KESnhNsfKWry2GYfDu9+fQZ7VsNhKyZeCIyjo6TVhR9ShhxU5MWLim21N8VngylVY3rWJ+HqpdykECqj3NqLGlkIG86PKxl50wTEx2MXvV/mQYxgfAB127dj1/V48FQBEKXruXUCzE6qrV5Hpy8dq9fysapiHFl8F/294jhqxJykNe+Zr8MyLIwvpqZO3etoX1/zXJMSQxkBGyEuplhYN/OW3Z0LW+qkpaRpSWwoYNUlSpqlxqamSB/fLl8nUWi4yGhUL191VVRs8Swstvg7uPUnnoYJ240MiM2Si3RkmPKjw13cMmarm1Bzhi8GrGcHxxC3n5bUgtaIEBXP7xFUxc8DICgZFwr1danUhm59GcPLWEt+5rxsqFCopioG8lvuRtVTW46urlHHeiH+FfR3f/SBCCla3G48wrpDLmx5dSyErFQiBaw9SVM7jnk8vxOtO5a+Cr2BUXk767l2kLXyOt3anMPeUVfrHYwTAoQE4NH4j8HVUBtfEgtkg5bwsrk91NiAiVczZ/wSMzz8AdKUNHRVMdOKMVGIlvVWrPICe8mQ3uZtx20LNMyu6B29C4vnYZQ8LlhJzZbHQVkqnaaYrc7/eqE4WJyW6CuV81AqfVSV2kDrfN/bdsJpxWJ7qhs8m/ibpoHdnubKxq42NYOnKGU5z/tu4qhDy9NGXXtjba0zGQtXMVyGiTlV0zc7UxCGTkq+E83hj1didQP34XfzFtmXSt37RJCq+qKhndqqmR6w2j3lD17beltQTU13MlWwdZrXIJBres0wS82NXCdcdAqSNOesxKpTWG0Awe+spOam2IG49V2OiGA1LbsKBmKbObOxnWQHzd/NUtPP7zYyio6GgQdyLSs3D3ncCgzzYx9Y7mLP9VQVF1dK2+p2NSfFmtOtfdsIzDjgyCfwM9/BeiGDEWtnmGeH5zVkUDuFwZRKxOlFgtby18h4e/vIXC9GLuOOUVqrUYN//4IBsXvgZdR1F14mM4gcOjQUZbnWQLQQApjoUWxhEu5wNhYZIzn1rFQk//Sh6eM5YO695EYBBTU7BotVi1gOxSYfGwzlXI/rWL+SG/D4MOfZmNtjQGhzYx2r8Kp2Kn1NsClz2TAxWVdPZRrzkTk/8IU4A1grgex6pYqQnX4LA4/lYLoq2iYdX10bA/w0AecEP8ty73AeRJOA+z3uPvYiC3Yzn1hfUpu3REfw8rW/8GNGTLqerE/WTa0s0O0paGIUXWunXSqd7vl0soJJdwWKYQIxH46COYOXPrASTrVG02sNtlurJBwf1XxRYu62fh19QwKXEVYUAcnTu+sdBlTYyxfWzMS4d2qS15uMuVdEprxycrP+H0jmdvEV8Pfz+O27+9DYuwEtdjEEkDVwDrwMkM/s7PtBuasWKhisViEI//XnzZ7Rq33LaULgdHiAU2cWRgJIoRYmab8cTzi6nVwihWB+mONCyxOp778WnGfz+O9gWHcPQpExnrTGP91Atg8Vtw+PW0PfwGTq3bwBEWJ6muTEJCsAFAi+AIl/OZovKSM4cKxcpBwY2MXT2FE5behzO0URbXCxdWrXbLKD/N7UW3yl9oW7eMWw98kFvaXkHXaBWPV/xCSy1ElS0Nzd2E/W0pZG/7/zMxMdkp7FVF+A1qwM5ftmzZv/a+v5X/hiIUwloY3dBRUUlxpPzthtyarhGIBUi1p5LlzsKibF8HG8iTdyX/ndGqWe/1z0nWVZUjo5YO/h0RuxDZDLU/UMzuc/WUTFvG2SZtGYvhKC/HvmoValmZFE2xmBRddXXyb3Km4+efw/Tp0ul+W2w2cDjqa74SLMuxcHl/Bx/l+XFoClFFx6YLLvtRMHi+zs0nefgw30+OI5OrDxjJqc36EAnVYTEgt3A/XNkFIATP/fIc5089H5tiJ6pFIJADnhLEiY9zZqAPMy/NZ+VCG1arQSz2+7Sj2x3npruX0LJTjGi4lD5V5+PQq/i29XiCBe3QjTh6PErT1CKIB7nv67t4fd5E0lufRN2g14gZOkw+BVZ9Trdj7ub6A85Ci/jxebKxOtOpAnQtijNaybeGwQRHJpsVK+3DZYzePJ2+qyeSs3EqoGMIKxgxRGJ0a11FrE/vxiEb3qPMkUOfI95jY2o7xtSt4PhIJTWKDd2ZTTNXIXmq3Yx47cGYRfh7HnuVAEuys2woZqydwawNszij/Rnohk6KIwW37e+3vg7GgmBArid3u7MsK5E93bz8N+mqGDJVlseeGanZ1cSQxexV1BfW/9MTWi3wPjAZmNNgvRVpO1AMtEwsydu7tFZP1yEYJLZ5M7FNm9ATqUWLpuGprcVdVoYtGMRisSCSwuurr3YsvFwuaTHRgCq3yg39U3i6uAoAgUxRnv8LXPITPHpiBhNaVGFVrZzf9iwuaTccJRpDi0XIzG6GL685SqLtz5SFUzj9rdOxKDYi8RD4c8BbBu0HMyDvfuZckMGqhU5sdohGYFvx5U2NcvXDS2neNg6BcvpVXYBLK+Ortk+i5XXAikEoGiDbk0fMiDD8i9tYuWgKdD4f+jyFNViB7dUTCW2ex5W9HuTotgMIxQK4PblEHT40PYYnUsWPRoxn7VmsVW0UR2sYvflrepfPJH/NqzhC6wAIY8eB9EDTUZhbcBIt6lbgq13AtLwTOOeQlxgYrWJYuBQdDV11k+tuQr4jC9su7mdr8s8xBdiex+5yEb3b8UfNuDPdmdRGain1l2K32Ml2Z2NR//qmdFldxPU462vXk+ZMI9OVuSWqVsN/K74SZc005b8t8t8b2FIQzfYd6/8qOvA9UnR9hBTFbYDrkFGmTKQJ73JgGfAZ9earICOXxUAL6kVZMdI0c6dEOJJF9TU1shF2RQXWaBSrrm8RZFp1NXWxGNVuN4rVStoHH5D26acoieL5pJMWINOMbrc0YU16fQExq8K43pnc3qGCOrUKqyGIC4Mz5xtc+53g7WPyOPSSKuqMSk5pdgLXdryUbEsKQX8tLl8WWYVdsbnqY8kfL/uYs94+G5tiJ6QFIZSGSItj+FpzXJM7mX1OOqv/QHylZYUZ89BS8lvqhCNVDKi6CHe8hJltHkfN64BFQCgaYpG3iLH2FBa/MxyWTYUjbqL5YWPpsfprvpp6PqW1G7jxpOfo1vwYamJBFE8+IZsLZ7ic+VqI5xxZLFMdFMZD3LdhGv2q5pJV/j3pm6aCoaMnxmNDbquALZNAXm+alX5JSmgDNxxwO7ObDeXFmiWkCwPdEKTbMyhwN8VpMy+1TEx2FWYE7A9IuuFvrxk3QEyLUR4opzZSS6Y7k3Rn+t/2+wpGgwghyPPmoVtdrEfWfO3s69JknZITGfkyFXnjMNjasT5pnPpPxPIG4I3EshYpvvsjZ751/IP3jiWevyKxLE/8XUZ9nRbI+qzmbB0tS/79y/WFhiFrtoJBKZSSHl5JKwghtu7d6HAgYjE8b7+N5+uvEYmIV0PhFXc4MFJSsJSWQoP1hqry1lE5XHVQJWvtYSw6xBU4aQnc9J3KvIObcesBVazVK+mW2ZFbulxNx9TWBOoqUB0ucpvujzs1c6vhf7PmG3pP6oNuGITiAYi6UF1t0cQSOh/3GRXDOrFmsQu7AyLh5EiTozLILghw6aO/4SsAJVzD4LKR+GJr+L71OCKFB1GuWnnGlcv3jnTCkRp4tR+s/57Oxz/Ila37smr9jzz6xf8IRGq55eQXaVnQjbJYCI87l3RFZ1ncz3P2DBZYXGTpUS4q/4XTymfgiVSTtWYi9uBadAQaAiv12zKYfhC/pXakzdpXCVicXNPtaY6yZ9JB10FR8AgLuc5cvK4ChPrftEwz+W8wI2B7HqYA+xNu+uom2Yy788WMOfx/smZlG0KxEOtr16PpGkWpRX87LRnX41TGggQcaRS4MrH9zRqzxqIhxVdGYjGTEH+OjtxmFcjIl42tZwz+VcLI5qeTgW+RJ9EeSNF1Iv989mkl9aJseYPba6k3YwVpsLltKrMY6f+01e8iEpHmp8karro6KbzCYSm6ksKrpESKNIcDEYmQMnEirl9+Qej6VlIGQLPbiWVkYN+0CWEYWx43VJUZhzblyu5V/OKqQtVl/8YjV8MtM23UtW/NbQfW8rO2lqbuAq7vPJre+UcRCdQQUyAjv5j0rCKUxH6k6RqBaIBZG2dx6pTBRGIRgloANCuqNhjNNomiw5/GuOxM1i90Y3NCNATbiq+8lnWMGreMzCyBNVzHyWWjSI8tZ2arh5jYpj/vu7LYrEjPLkv1GiwTjydetZr/9X6MA5scwbx13/HI59cgENw0YBK+zDYEYmHyXD7KiPKCLZ1ZVg8+Pc55tUs5d/PnOPU4KaVf49v4ITHFil2XqcYt20qxsbLp2azQAvRaO5mfMg7mm3bX01MoqLYU7IZGlurB5y5CdWSBmXLc6zAF2J6HKcD+gC0RsPzjmbz2Q8Z3vZUezQ6H1FSZJlG2PohVBivZWLcRp81JgbdA9nj7C0SAdYaBHgtiFyrZ3ry/NeOyMUQTn2fWezWOf7Ow3gB+RYqud5Dp5gKkm/mpyObGO5tkR4WGoix5u2GpuwNooesUx+O0DAYpDocpDoVoUVODq6RECi+LRQqv2lrp52UY4HKhVFWR+tJLOBYv3kpYbRFeNhuxrCzsGzdu9TiKwqJOzbm6Z5Rp7nUIQBdw4Ca44ScXntYdeLR9HR9pi/Fa3Vy2/whGtD4NJRwmqEVwZxeQk1eMzSr3v3A8TG2klh/W/cDL81/mg6UfYCCI6RHQFZTSm9Bzb8HT7hy8dz7OpnmuBuILGsbpmrSr4uL7V5CermBE/PQrv4TM6BJGHzyR8c1PRU9YZhTFghyzbgYfvH0WoXiYm09+gWbpbfhlzXQe//I63PZUxgx6DZenACVag+H08rorm2+sKXgMjaH+tVy4+WtSo5XosWq8a14hM7CaoOrEqYW22o4RRwEvtBtL5zUTOajiR6Y1OY2U/JPxOLOwK1ZSDIM0ezp2dzOw/VfTeUz+a0wBtuexVwmwf3MW5FbNuCuizAuvZuSMsYw/6HZ6pB8gryBTUsDjkWIskXqM63E21m6kIlRBtjubLHdWoxzwY8gUlIo8sce0GOFYiHRXBmmujL/lP7YjgsioRj5mvdef8W8W1lcCbyOF12Jk5Kw3MBg4jD+OQBqJRef3TW/+TZIzb1fG46yIxVgRj7NSUVhhs7HeYpECI0F+KETLQIAWFRW03LSJFtXVtAyHKfz1VzJfeQX72rVbOiQ2TJ9qViuR3FycGzZsFRFDUVi3fwtuOUbl1ZRlRIQOAlpWwrW/eMhpcwgvtwnzfuQn4oZGn1YDGXnAKPIMO1rEjz3VR15+KzzO1C09WTfVbmTaio95bcEkZm/6Bauwke0sYENwlRzY4keg881YvE3JeOErSn5Ow+Y0iIZEgy0ib7fuXM4Fd63C51OpiUc4pvoK9q/9mVMPm8K7hf3xGnF6hqsYUrWCNZt+4a7PrsNisXPHgFdJd2fz3fJPeHr6zWSlNuHiAZPwWZ2EYrV8mtGWz+1pWDE4I7iJiytmkxFcSbWwUV3xPYevnkStNYWUWPWW354hVIShsTi3Fw+2GM5dv1yGJx5kUbNhpOYcjXDm4DB0fIoFtzMX4SqCndCX1mT3wRRgex57lQBL8m/Pgpz/w/ukpeXxQ9ls5lUs4qJ2w2RxcTQKWhwsVhkVc7nkzC1kTdfamrXEtTi5Kbn4HL4d2k3EkUarBlunswzDIBgNYFUtZHvz/3JEbVsMZBTHhVnv9WeEkfVTNfyzwvo48DXwOvApUtAdgBRdfZF1XklhpTX4G08sWoOloST4I/52HVo8LiNafr9MNYI0PI3FoLycSHU1G5xO1qalsdbhYK2qstblYm1KCkFb/cnd7ffTZulS2ixZQtulS2m7ZAltlyyh2Zo1xDMz8a1ejdJAeBmKwuqO+zGup5eX3XOpUcIA5NbBFb+mkt3mCL5oDh8GvqUqXk3ngsMZ3vUqClyFBCIBwnYLKTnN8XizMWJBIsFyNpcv4+ul7zB96XuU+TfhtWWQ425GaXA1tRHZkocVpyO6L8WoXkHG599T8cV+WJwG8dDvt2D77psZdvM65hdn802mh+d/OpUjy77mzO6v8lvuiQwPbGT/eJBIPML036bxyIy7yfTkcufAydgsDr5Y/A4vzriLouwOXHLSM9iNGB+mFPKFpwgBDAyXcmnNQnLq1rBRUfhWKAz+9TaK/cspt2WRGS1LbC+BISwYwH0d78KvR7h9/o1UOfMJNRuOnnkwmj2dND2G1+JBdReBmXLcJzAF2J6HKcAawafTn8eVko7P6sVr82LdVkjpGkSi8q/NDj4fOJ1oiqAiWMHmwGbsqp0sVxapjtSt/MN0YBPyxLwjeRXTokTiETLcWaQ6fH8rGpas98pE1nvtji7su5pkYX0FMkpoYceF9Q0jUsmloZBaBbyFtJAoQ/bR65VY/qhTqZL4PGWb2zvt/6VpUmzV1sqaLiGk6LJYpBDbvFnWeKmq7MEYicjCer8fVBVF10mfNg1j9mxWFhWxpG1bFu+3H7+1bs2Stm1Z06zZlo8Suk7TNWu2EmcZkSDzM8uYZJ3JaptsxJ0ahksW+2hafASLCx28G/qOVdENNPMVc0HXq+mc3Q0tEiKk6FjTM3F7s/BHaimtXcfqimV889tUZq38lEg8hM+ZB4ZBdXhz/XfWrSBiUHQMrP8C7+I3qHv91B2Kr7YXbsa4w8Hy9BQsRpT3vj6Z4zZ/xoQO42iac9iWqFRcjzNl7iu88NOTFGfuxy0DJhLRNN5ZMJH3fxxH26LujD7+Hj7y5PNpSjNiQuGkSDmX1SylSXgzCxBMTGnFUcuf4ZJlT1BpzyI1WoVqyDmucWsaaqyaUlchgw+dyNhF93Dipo+p8+5PoPh8Ir4O2BUb6YaGzZ4B7qZmynEfwhRgex6mAGsE06ZPID01j4geRUfHY3Hjs6fg2N4soni8PnrgdILPR0g12BwoJRgP4rA4yHBlkGJPQQiFzciT/p+1GDIMg2AsgE2xke3Nw25pfOl3NLHk8d8Zuu4pGNQ7u5ciI19J5/fGRqSSBJHRrg+B+UjhdAhwEnA4Mrq5WwhfXZe/0bq6+hZANpsUXrouBdemTbLYPuk+HwrJ2Y6BAFgs2EtLyfrwQzJnzkRJtAOK22yo0eiWtKNusVDSpg2b7XaWFRezpE0blrZty5LEEtKq4ZPRsOhNAIRio1V2f1oWHY8zVsHSlZNZWDsHnz2dYQdeSq8W/dBDIeoIE3PbEQ4X0XgYf6SW30rm8s3SD1iw4XsUoeC0pBCIVQOgCguaEccaLkKb/j/05afDg7fCqkexlV5J9MkHUB0GWrjBhY0HuBks58WJp6ogBN5IiI+nn0yPis+Y0+ImKlucvOXpcS3Ocz8+ypvzJtG58BCu6vccG6MBpv7yDF/PnUC35j1p1udxPvQVE1StHB+u4PK6FTSPVDJDtfJsals8tUuY8OMImgTWEnbk4QxvTNS/WYk683EE1/BRfl/u3e8q3ph5JlnhEoI5x1NTdBpGagvSdQ2XooIzD8yU4z6HKcD2PEwB1ghmznidmMOCRVhwWhyEtTBxQ8euWkm3+3Cqju1HpaJRmb4RAs3lpMqmUanLvmw21Q6uDDSbB89fsK6IxiNEtSiZ7mxSHb4/tb0IIU/6Bfyz2Xq7O9uLSCWXpJCKb7NEkQXn1YnHt9do+s8iUgYwDxnp+hS5vZsiRVcfpCfXv0UssYjEOBX+Qj1a0qsrEJCLrtf3VBRCXjhUVcHGjVKcuVwyChYM1jfMVhS8v/5K9kcfkbJkCSTGEnM4sITDW4SXoarUNG1Kytq1qPH4VinTkv1a8c2hLZnoXshHaevQBCgIWqQfg9HzBsrymlE7+0n4cRwoFkT3MWR1vZQCTSczWE16vIY8DPLiQewxP7+sns5nC19nc+06VGFFM6Qfv8uaSjjuRzc0HBU9CE8bi1hzAgU3hqk+dRn+Nw9HqeuEft+XqFYLWiSx/w4BxgIHGKAIhGHQwh+g96o1XL7iElqEpjO/xXWUtRhY/3/RYjw0/XY+++1Djijuxem9HqEkVMXnMx9gxpK3KN5/EKUnv0yt1cnBwVKuCa6lOO5nqjWF5z0tKBOCx2dfwdkrXyBqy8QSr0PRI7KHqHc/YrFq3OESrut4J04EN86/AVQntU3OoC7vRFKcWaToURTVDZ6m4Mg0U477IKYA2/MwBdgO2FIDltGF35bOxOZN49MNXzO7/FeGthqEQ7UT02NEtBgWRcFnT8VjcWPZnnVE0jNJixNCo1QNUWK34Lc5SVEtpLsycVpdjfYQ0w2dUDSA3eIg25u33SL/ZL2XB2kxsKe0GPkjIbVtNKphVGo7Pupb0VA8xZHRqprEOgd/ffuUAVORrYHWICOYxyGFV9KzK9miJ9hgCW1zv+G6EDJN3PA5gcSSvB+jvt9iMlKXtMJIrrclvpPNMLBpGrZ4HFs0ik3XsQmBVVGwJ18bi2GrrcVWXY01FsNus8nn1dVh8/uxBoM4QiGyv/+egk8/xbdhA7ZIBNUwiLpcWIPBeuElBLXNmuFdvx41Fttq1mNJm2J+6N6GT5XFvJyzEr9NvujY0lSOSDscPS+PxZFVfBiciV8P0qnZibTvdjnVqYVstnvY4EqhzOElrqhQvRq+fxjmPAex4Jat7XRmY1ftVPvXoRhWbKtOJTztf9jZj9y7A5SfUEVg8QT46UkwNJg3G+WdZuhNVbgbOSPCCRgG9soYR1VspH9VJcTiHFt2A8Whz1jQfAylLU/b8jsIRUPc/tm1/LT2W05oP5g+R95GpG4Tr397G7NWfYXz0CsJHfcA+4fLubhqIZ1UC284snnFXUSFxckFq1/n/l8uwxspI+4swhKSExc01cW63BPILvmUgOrgsm5PcsNv49m/9EuirqZUNBuOmtUDn8WJzYiDPQPMWY77NKYA2/PYqwTYTpkF+VMzDpuxlk9GHMlw96c81v1O9ksrpjbqx6pYcah2NEMjnPDlSbV68do82JUdhP91ncpohBWRGuJxPxZvCprDhs3uJs2V+ZdsJyLxMHE9TpY7B689ZYuA213rvQykgIjwexH1d4RUw6Ux3zGMFF11SMHVsL6roVjakUiqQ/ZjXACsT7wm2TPTxfbFVkOvrT9CJN7DmRiXg3oh5Uw8Vg3MAromPjOZWk5u0xgQMwyihkEsscSBuBBEhSAmBPG/aRS8LdZoFHskgj0SwREOY9U0nAmx1nC9sKgEvHb8G75j6aIHCGqVAOQ629Cm7Uhs6YXUls9h8bKXqQ2uJyerI4d3vYJ8X0tssTiaRSeqxHBbHJSWLeTz2c+wvmTelnEozgxE7oFoNauhcjm4sqDLKMi4CLUyE1eTKEH7IrSfH4MFr4IeR5R0xcj+GSyvw/BTZXhYIHeaDwxOWLSWww9dRU56CvG4xlGlN9Mm9DELm41mc/FQIDFbNFTNrR9fyZKSeQzpdiG9Ol9Cae0KHptxHxvWzYRj76V11wsZWvITxULh/fQ2vO3MJaxY6FO1gIdnX0Wrks+I27NRYrUoehgDqEo/lAXuphy5bjKz0rsyvflwRi+8A2t4M8GM7tQ1PYNUX3ucCGmF48oHZ6GZctzHMQXYnsdeJcCS/Ks+YC/2ZuS3YcZ3hcnvWTm0/QkEhgzA36ENlZEaAloQq7BiV20YhkFYj6DpGi6LkzRHKg7FvlVkyy8EmxUFl2EQjQaoqNmMpsdQHS5iDhsOTxpp3izsjZzxmIyGOawusj256KqVGNJi4i+7m+8ENKQ48CeWZArtnwgpI/GeDSNE21uCSNFUS71jfTixNIw6JQVTY8USyOiRB1lT5wTc1Asl13bWNXzMtc26RDCIQOJ7JVOM1m22RxT4CTgo8ZqtiEbrZzDG46Cq6FYrmqLIyKEQoGlogQCxykqMYBBDVcFuR0SjxCMRtGgULRrFum4dzgULUEtKCDschB0OojYbAa+XuBDyvt1OyOHAn56OputEbTYidjsRu52ww4Hfl0pluo9g3RpKZ1xFpPJXAJSM/VD6PYtWdAhG+WL49GpYMQ3Si+G4+6HNyVssXeT3CsDXt8KcCRCS4g2LA1r1BbsXfvsQgqWQ2R46Xg7FZ4LLBk4dVk2DHx6GVV+A1Q0HngsHjgYKoGIqtOkHil022bwTeMfg7CvW0bHXRjwpAkNXOaL0dtqF3mdxk4vZ2Ppc4sjfcEndJm7/6HLWVa1k+KGjOXC/QfwUruL16bcT3TiL9BMeYXSTzrgjdXyYdQBfO3NR0TmpdgXXrHyezsufRo3VoDnzUUMbElEvJx+1vY60si84rHQ6HzQZQhvFRau1r2IgqM4/GWtBH9zeFih6DFSXjHo5zZSjiSnA9kRMAfYn3PTZddw+826uzDyJ276z4nz/E5RAgFjrlgQHD6Cq7zFU2A0C8QBWxYY9cRUa1aNE9RhWxUq6LRW31UVEUdmgKDgNY0vKSzd0aiI11AQrsMYBDGIOK25fNqkpOdhsjYuIhWMhArpGjieX1nYvjn8p0vFXSUaSktGmcGKdBZkiqwFWUi+Q/A1u/5GYCmzzvIa9D/8Iwe+F0Y6EUMP7AliEFDyrE+M/FJliPIJ/ZuGhI7dRMuUYT3xeMqXYaGKx+mL6WExGQ6zW33driMXkLMeKCllMb7OhWyxScIVC6LEYlupqmnzxBS2mTcO7eTNxux2haajxOFGPB6vfD9SnVoNZWdhrarAkejUm3bIqmzdlzkFtiJet4/G8JXxYbGAIyIzZ6at2Jt2Wid+l8HN4CXOiv+FQHZzQ7mwOKz6FSDxGtYhRZxGsrVrM7IWvsal04ZZ3T884gLxmJ1JdvZhNqz5G16NYnccR08aA8xhcnSJo7YJE1k6BH8ZBxVIZGWp6Kex/HqSng8uQylkV8CNwDPJHJQzOv3YNXY6NEbVtwoabHmV30z74FkuLzmdFm5HoyMjp+sqVXP/hZVSHKhh+8MW42g3gXauPNW+dARVL6X/M7RzY/AheT2nJIlcWKVqU02qXMbzkW9qvfhFv5Y/E7Vko0RoUI4oBbE4/hDv2u4pr5lxFbriEOU3PpFPtEhwVM4nZcwkWDcaV2xOrPQPMlKPJdjAF2J6HKcB2wH3f3YdFsXD3jLulE/66j7ik3TlokRBX/5aJ6/V3sC1YiGG3E+p9HFWn9mNj2wLCWgSrYt1Sl6UZcUJalLhQCDrTSFedONTfn2Yj8QgV4XJiWgynYSEaCRITOim+XFJ8uVjd3q0jAw3Y0s9R13DHgqTaPGS7s7Fu53N2BnFk5KYOKag0ZDQrWdS+FPgc+AKZQvujX5wbeX50JW5vb3H9wfOSccNkrVQK24kW7QA9Mb73gOmJ79QKOBk4AZlu/Lski/6TIhLkNrLyFwvp43EZ7aqrk393JLoMQz5eVQXV1fJ20jA4HJZCLBbDtWoVTT76iIIZ/2fvv+Mku+4yf/x9zo2Vuzp3T46akUZZsqIVbMnIOWBkG+P1Ags2y7IBg1l2v2YDsHzXyxeWBXZhWcIajG0BtnEOsiVZtvJopNFocp7p6dxdueqmc35/nFvdPUmSvTbL8KtHr/u6oW+qW6Wpp57Pc57Pt7E7Hdp9fTitFnYY0snn8RsNdJruDtDo78drNnGD5VY4AlhYt4Y9N2zFPXOKv+g/zB9ep4gtyCYWr5VXslWsIilk2B0f5zud54l0wmvW3cdbLv9RrCihpQNORTN858SD7Jl4kiA2ae8Fb4Drxt/IUHE1z57+Ikfnn8fCwzv2blpf/CXs9maGf2GW1nsWqUx8Ep75H9CeR1auQz34C7D3naBtCuvaIC3qx1zICfgV4D8CDRBC84FfOc6r7nYI3AlUrLlt/r9ydetT7Fv1jzm67Z+RFQINPHnmOX7jqx8iTiLe+uoP8eK1H+SFqI382D1YjSne/Ibf5qkr3stpN89Y1ODH64d5+8IeVs9/m6ETn0DGDZTbjwznzPMTDv/t6v/CPifD7+z853ScEmr0dRRnv4XdOkmndA16zY+QGbgepG/e517JsYcLoEfALj30CNhF8FuP/xa/8LVf4Ddf95u8ybmCj5/5Kr+667/ykWv/JR/Y/mMA2Hv3k3vgM2T+9stGFduyieo738zJ+26mkXVwUyIWAWekIIk7SBR5O0/BLZwXJaG0oh7WWQwWcYSDI2yCTh0VRxSz/RT6x7BzBfNFmiLBfKEPYrKmBKY3pdKK0fwoBe/7/wu5WwJsYxStNHRjyRAeAo+xTLpOp3+/EtNm50vAL2LEhy6R6pKn77WQEmIIYIVlY/0rPdcZjJn+85hMtgKmD+NbgG18bx66rt+tw8uXFs+DUoZoJYmZwtBMcWz+tjKr61x0c70WFozqpZSJktDajH5MVbPBJ59k7Ze+xNCePSjLojEyQmZ+HicICHI5vGYTJeVS0+xOLocVx+cRr+mN63nqxu0MHj/G4/IAv3K3pumCrSW3iW3cxEbwMxy0Zni4/SwVVeeqgWt45xU/Qd7KMtueYufiLp48+TDVtglIlUKysf96bl//HqZbB3n65BeYa57GU4OInf+Uzjf/Odn+DOWPzLJ49yla+/7Y+LuSCHHsLeiHPgQnb8fri8muadGeytGZtZfluxUQQvPPfu0Y193u4eSazDSmuL3yR9zY/AsOj7+X6e3/ikQI5oBHjn6LP/zGv8F1Mqx+x/9m3+Y3kZncif6L+1Aqwn3PF2isvZ0trRl+onaQ13cmKbROMnbiL8ksPkvi9COjCiJ1Op7Jb+Wtr/5rfurg7/LTR/6IRn4zlG8ge+bzCBUSjtyLs/rNyPxW857buV7JsYeLokfALj30CNhFsFIBe+Pwq/ncmW/yM5e/H7TmZ6/4x2ftK5otMl/6GtlPfRp3t1HFGj90N6fedjfTOzax4GVwhW28PhoCFZCoGM/y6fP78C3/LJ9YmITMt+cIVYhvZRCYEqMOQ8pOgVyujFUqE/g+seMwxvk5YolKaEZNSl6JodzQRVP4Xym6Ru8ahlAoDMHxMKRiEkO2HgS+jSFnGUy57rXAazA5ZEG6zz18f2Ixuon1Dc431r/ccd/ExEc8nR5zE0btuvN7vDeFeX3dcml3QIHD2SXLpQT4JFkiVTqKIAzRYQhJclZ7HqREWRZHbJsnfZ8bgoBBrcmnpWwByChCNpuGdK2ImRBKQaOBUAqnUmHNl7/M+q9+ldzMDJ1CgfrYGKVTp3DbbYJsFq/VQlkWIkkQQJgm3LvnlBpn16zi2Ws3MnT8BCeCk3zwzTCTB6Fhh7OZm61rsXyfKavO440nmA6nGM2u4s3b38dAZpA9U0/z3OxTnK4eW3ouebfMq9a+nS2DN7Bn+hs8e/prtKM62c7lhN/8ReKdP0r56iaZ/2eO2c0vEO3678bfpXOw88fhsX+BqG6iuKGNzEdUXyyiopf6NGh+/qNHuPKmDJmS5nT9JLfM/xG3Nv+MidH7OXbFh5kUgopSPL7/M3zs0Y/i9a2j9b5v4BXGuWbfp9j5hZ8ldgvwvq9xs1/gh2ef4k6RUEg6jMx+i9LJTyKSAG15yKS59Pz+dMs/4z9s+3m+8O13sGPxOToDt6JkhszsN1FOGbX6h3GG74TsmCFf/pAhX87fB2dnD38f0SNglx56BOxl8CsP/Qq/+q1f5f1bfoSfvOw92MKi6BbIOhlc4ZwXHWHvPWBUsc99Cdlo0ty8gcNvv5eTr78N0T+AI5fLglESE6kIS1r0eSUydnYpJV9rTT2qs9BZwBY2nuUaw33cQWqNL/KU7Axjno9bKoHvn1+GwqhhWmvGCmPk3Nwrft0ryUSNZfN8V+XSwHMYMvUgZnQgwBoMuXotxjN1oaEE3ZiJlesvNT93WzexvoJR/7r3dO6+K9e74sc+jAL3TQxpG8OkD9wHjKzY90JYeZ7uPt3ya9fQ383mWiotao2IY4hjZBpHIrpqltZmGyCFGdEmLAukJAEO2ja7HYe9jsM+x6FyTvN3R2v6koS+KKIcBJQ6HfrCkL44ptjp0Nds0tfpMH7oEFd/8pOs+9a3sIOAxXXraPT3M3zgAF6rtUS8EttGJAlSaxLLQlkWzjnEa2r1KM/uWMOao6cJa5P86Dvh4KDZYb21irvdm/Asj7oPT7ae4XD7EDk7z03r34RlOxyY2cmphX2saL3Nqv6ruHrN28g5OV6c+DL7p76N0gm5+XtpffGX0cfvYOQNM8hfmGPa/xbqmd+Fuf0QrYKH/zns/Ck8t0hhc5P2gk3zePZl3knzioZXdfiPn1ygWBK02zW2n/4v3NL5E06PvJ1v7/g31ITEitt86bmP8emn/whW34z97s9ybXuGhTPPcuTzH4Tiau5++5/wvs5pRjqLjGbKjHVO0X/8L/Cqu1F2ERHXTKAqgpad5123fQIfzV889mP4SZvW2Ouxa/vx6geI81ux17wL+q8Bt2gGCeRWmWBV+XdjKejh0kSPgF166BGwl0A3iuItI3fwNxMP8u+v/RCvGr4apTUKjZOSsYzt40n3LDKmW23CrzzIwKc+TXHXbpTrcube2zjy9ntoXH819gp/VqIUQWJKO0WvSN7JL/m3oiRirj1HmIT4tlHK6ijsqMMQkmErT05ZCCGhUDCT5xnlJEWsYlphi3KmzGB28KxWSCvRNc/XMIRCY0iEl87rmKT3BzEEZh5DOG5kmXRt5cJfe0l67q6ReeWIR3mR+bnbFMutgmKWoxoudp7u9nmM0vXXwKH0uPuAd2JUr3P3f6l5t/zaYXlUJ4CrFE4cI7qqVndUYrdsCEbJsKzlacXnpQ087zjscl2et232OA7t9D1cHcfcFEVcH4bMSMm6KKISx8wmCbPAnGUx63nMeh7zrksszy9P2VHE0MICg4uLjJ88yeiZMwzNzTE+McHQ/Dwjk5OMTU4yPD1NX7WKG5lX1qUxcyMDHNg6wupjk1Bb5N33C55YZf7tGBV9vIXrKZMnzHk8pvazs/0iCMHmvm0oAUcW95PoGFs6xCrClg6Xj9/DttF7aUQzPH/yi0wsvoBFBvfIe2l/4V9jtdcx/I8nCP/JFPOVz8OzfwitOaheBw9+CF58J4XVGm+8Q+WFHHHT5nyafPbc8RKufPUiZw7n+Fe/ucC2TQInUpRP/Ro3d/6QQ8Nv4uEr/x2WjkiCKr+557McfOYPYcsbueLe36Du93PyxKPwmfdRHtjKb9/xzxmTmkhbbHE8xua+Qe7kAwhthlYIHaEQSDRPDtzMe279OL+1/7d566HfR3kDNIbuJj/9dWRUg8E7EKvfArlN4GTBKUBuQ6/k2MMrQo+AXXr4B0XAfiA5YO98gFXzIc+1j/HB7/wy/+n6X+Ly/q1IIbGFRaIViVY4wqLg5I0yJl1mLYuGEOS0JrPvAAOf+gwDn/0iVqNBfcNqjr39Xqbe8jp0f//SNU15skOiFFk7S9Er4qXtjppRg+n2PIm0GZUuBa1JVEKQdHAthwGvTCaRiCQ2/1j39Zk0867xGtMgXAjBWGGMrJO9aEREN+RTAEdYLi0+iSE+fcDdGMJ1Fxc3p0cYUtcdBdmHKZV+ty15YpajJBJMafPlCqoxhiQ+AHw9Xb8OE3T+Fq0pwpKxnIstp/MECLSmCdS7BCsNN7W73Q7SdjxobZ63lIZknUuG0nNWpeRZ12VnJsNuz+OA5y1ldG0NAm5utbip1eJVrRbjqQoFGDLXaBhy1+ks32vq79KtFuETT1Dfu5d5z2Ny3TpOXX01M+Uyi8D00BDTo6NMDw8zPTJC5J5v5LbimKHZWUampxlYmCfXrrPm2AmGjx/gb60vsitzEgQUyPIGbmAdZYTjsdM9zXfaz9JWHfrcPppxiygto2sBQdym6A1w7arXs3341Rxb3MlTJz/PYnsSLxlF7PxZOt/8Z/g5n7F/eZrKG46yeOoTS/4uTr0FHvx5xJnb6b+sQxwrqgdyoFemuZ2rUZrtw2Mhr3tHnetvDSmVoNwHxQxECeSmfofb6x/l4NAP8diOjyCiNg9mBvnk479HvOuPKex4F+7rf5f57BD5x3+bxtc+xJXD2/iN2z6ItjLkhWZ7PE//yb/Aqe1FWRlkYgYRBFYWL2nxm9s+xHfW/ih//PRP07+4k6CwnSC3gcL0V8HKIsbeAiN3QmYU7CxkRiC/wfi+eujhFaBHwC49/IMiYF18X5PwN9zNwWe+Sq44yGMzz/D8/F5+att7acYtqmGdSMXYQuJIm1DFJFrRkDaJV2TQ8nGtZWVMttr0ffnrDH7yb8jv2k3iOky89hYm3vlGajdcfZYiEiQhiYpxLIeS14e0M4Q6wW7NoaM2GdvHEkbJilRMkAT4tmeImHSNEVslYDtQKkE2i3ZdmklENW5jZfrJZAaQ0lqKiJAYwvQky6Sr69C5jGWV63ouToBClk35HoacZZTC7RrKV/iegOW51stkIt0WAhWtqaRm8IzWRq1SKwqY5xxz2Lb5VC7HX+dyzNg2g0nCO+t13lWrsTWKOAtdsnTuNiBMEjpKUQc6KeGywhA3jk25EM4mWt3y74X+f9KaadflmUKBXbkcz+fzHPN9tBA4SrGj1eLmep2b6nVubDToSxLzerRenneXlTLEq7tPqwVKYZ86Re5LXyLz+OPIMCQYH6e1YweyViO/axdWEKBcFxmGKMcBrRBxQqWvj8mREWZHRpgaGWF6ZISZkREm1qzm1JpVVIp9zJSynNn/+yS7/shEILgFeN3/B9f9E4RWuHv/lujr/xJVOwXCAp3gOHmymUHqjQmUihjpu4yrRl/HmtIV7Jl+kOdPfZkgaZJrX034zV8g2vluSpsalD88yfTVz9Pe/8dw9EEgC7t/HB7+l3jxevo2NKie8uks+LwU4QKBlJpt17Z5y3tqrF+vGCpDLgO2C7GEioD+2T/h3tmPcKT/Lp7Y/q/5dm6ET+TXU/3bn4D9n8G59ReI7vko6+oTjD70b3nyuY9x6/jV/NtbfwYHm7JqclnlcfKnP2OeTdqWPZEuEZKO5fOvb/x93tqe44f2/joymKMxdCdOuIBffR6y62D1/VDeAW4ZnCLk10J2da/k2MN3hR4Bu/TQI2CvANNPf5aKIxBWBt/OYVs+CIHWmkCFNKImtaiBUpqO7VCVDo4K0EphSZuckyNrZ88iY/6BQwx+8m/oKm/NhAAAbJBJREFU/+wXsesN6utWcfqdr2fyLa8jKpeWrh2pmLqOcLRgq1ukZGfpxB1mgnksJL617LIKk5BQheTsHP1+H57lEquEMAhpak3D90lKJYTrkugQT1gMF8ZoOhm+gSFdj2DUMA+4lWXSteYiz0YDgVJESYKIY7JJQjGKyISh8Q91/U6wTHaEOHv5HLSlZFEI6lJiCUFGa/P1eqFjhKAuBJ/PZPhkNstOz8PSmns6Hd7danF3GJpsrQtFeCi1RAhVHBMEAe04pp4myCPEkhp4obLhxaCB467Ls9ksOzMZns9mmUqVpmyScG2jwc21GjdXq1xbrZJJCR5Jsky04GwlrksWu/eckjBv507yX/4y3v79aMuivW0bzcsvxz1zhvzOnVidDspxkFFE4rqgFVYUL93nyoGBAugUcsyNlOg/PYsVRfzHe11+88aI0NJILbjJvpwry3fTzg+yV55iz5nPEXRmzQksF2vsRpK4CVPPgeXBle+Fm34O4sCEoqaNt+2xtxHbPw+VWylkavg3zLHQ+QrJ878Hc/tAjcOjPwdP/DTlfg8nHzB7uIROuuXzi5UaIVNIeNXrG9z1jiZ9A5AtgJOBREKYpv9qBRum/oI3TP8Sx0s38fs3/A4f67+SmSTE/ss3EZ/6Dtz3O1y/9T7uPv0ddj37Z3zj+Le4Z/0t/PKrfho3aTPUOsmGqU/jNg6ihZ2WHWEyu56x1nGe6b+Bb2/7Bd5/5sv0nfwkWtg0Ru4lP/84IphG9N8M42+H/BqwC5AZgvzGtJfj/50cvx4uXfQI2KWHHgF7BTj1xJ+Dn0MKaMSmvbXtFPCdEkK6IBwUmlkVcjhqIOMWFgJHuggEkQ5RFyFjot2m70tfp/+Tf01p1wskjs30a2/j9P1vYv76K2lLSUFp+lRCoAKUVpScAlnHpxY0aSYtMtayGqaBehLS1DHCy+N7ZWzLwdbaqDdhiNaaA339PFIe5FE/x347gxaCUQzZuge4nRUjK1eqV0qhooggCEjS0ls+jilpja+UMZ53S29d0nIBT9K50EBLCOaEoCMEjtYXNPCv3P9Jx+GT2Sxf8DzaUrIljnl3q8U7Oh2GV6pkXdVtZaRDGBInCYGUNCyLZnqfQghcKbFWKnJgllcSpBUKVZwkHMhk2FkssqtUYnepRCUlXP1BwI1zc9w0M8MtMzNcXqlgr7y3c9H94l1JulbeAyCaTbIPPUTua1/Dnp8nyedpXn017S1b8A8dWkG8bGQUE/kuKI0Tnt2fceVykMuwOFik/8wcVpzwW6/J8h9vCWjYCWi4NhnhLZ2t1OjwZGaGZ6wJwjQOd8wbYmNhA4cax5jpzFJw+7h8+A7Wjd3HTDDL7lN/w8LibqRdxO77ccKBn4e1a7A3RMSZedj1B/DMfzf+rrHr4Oafhyt+BFGzETOgzkiY1jAt0jnnL4ea0XUR9723ymU3ReQHQGYh8UCteLESSGLYOvtJXj/9C+wvv4o33/V5jmSGyFaO0frEW2FuP1fe8+v8o1yBvsYk/2vP3/Lk5PO8c+vr+PC1P4bqzLF2/puMznwVdIJAmc+vU+KMP8KW+kG+sv59rO+7jvVnPoc/8xBRZhVx37X40183fs2x18Poa8Epg9sHudWGfPVKjj18j+gRsEsPPQL2CnDw8T/FtvPEjoXSmkTHKBWRJAGu5ZC3cwRunikrR0Y4KATtpEMtqBGrGCklnvRRWi2RMSkt8k7+LDLmHjhI+RN/xdDffhm33qS+bhUzP/wGGm++hyRVxYzqFhDrBF96uNJhMW6aljNWhpYUS1qAitqgFUW3iOP38Wyuj0dzRb6dLTJruwitubzd4ObmInckAbdlB0z5sutr6k5JQiIEgRAkQiCFoATkLQtfyuWS3PcAhVHc5oQw4alKLY9o7JKQFUrQGSn5q3yeB/J5jjsOeaV4a73Ou2s1rm02Ed17DkNThg0CQ5yEQCtFaFkEUlJzHIJUUbLjGDdJjIG+qzDBMuk8h4y1LYs9AwM8OzTEs0NDvDg4SDvN5FrdaPCqmRleNTvLLXNzbKrXz/e7rVQAV66vCDxdev0p0RPNJs7Bg+S/+EXcgweRUUQwPk7zmmsI1qzB3/MChZ07sTsBiW1hxQlhxgOtcTvhUmzIuQgzHrVynvLUAkJp/vCuIr9ya4c51/jO1iclXhOu5zQVnnNnmbFaS8du9Fczlh1jZ/UFOkmHVYX1XDX4WkbcyzlS2cXuxa9RDWfIqdXIZ36W+oM/i5+x2PSug0zdN8e8+jjsS/O7Wm9Cv/AhROY2MpsT2lkbPWiZoakjGkaEWS5d4EUAXqDoixNKiaJPpcuxohwr+qKYUhiSa3YYrx1ga/PzXFX9Hzw+dAevec1XQdgEi0cRf34vVmuOf3HTB7k2V6Yd1flvuz/NC3OH+eCV7+SD298AlT1smfxrsp2T6JTGCuDRkddyxcKzuDrmyKafZp2VI3fyEziNQ3T6rsWWHvbCE+CPwpofgdLVYOeNwT6/0RCwXsmxh/8D9AjYpYceAXsFeOLQF/ASD6fRxLYkwrGJVUwchwRJh0rUoepIBoRLyclgSxstPZSVIdCCZhzQiFtoDba0cS0HpTWhCtBKI6Q8i4wF7RaFL36ZNZ/8NH3P70M5NpXX3sbcD7+Bxg1XoYQwwaM6YpGERJsQV6kUfU4OO1Wcphyfp/KDPF4YYE9hkEha5JKYm2uL3L4ww20LMwy0mhCGRFFAh4jBvlWUymNIzye2LALLMiZ6rSkmCTml8LVGnEOMllShld6llT6vczxNsVLULIsFy0IBvlIX9ZUFQvDVcpkHhoZ4pFRCCcGti4u8a2KCN546RSZNdV+6lxXKkQICy6IlJQ3bJlYKIQROkpxdmrwQKZIShKDqeTzX38+z5TK7+vvZXyySSInQmi31Oq+am+Pm+Xlunp1lrN1efi4v5eVaqSquVOiUQkQRzunTOKdOmfnp0zhzaXI6EKxeTfX222n2F8nufp7+Z57DXUm8sj5ocNsdlBRIdf7/45Hn0ihmKc1W0FLwsVeX+Xe3tjnlGfN4SXlsSwaYEHVO23UALCQJitXuCDk7y8HWcYQQbO+/jiuK92Jpl33VR9hbfZxQBZQ719J+8MN0dv4IfasWGfrhWU7dso9O8Adw7Osgslgn3k/y2X+FF2zA9mKaCxcbopG+Bl/AMPgbE7a/ucO6uyOSPkk7J6m7FnVbULUlFduiaUk21w9z58wj3DnzCHfNPMya1umls/3YLX/OX274MQaOP0Tjk2/H1QkfueWDjHlZqu15/tsLn+dQ5RT/5vr3864NN1Ga+DSr576BQCPS+5n2V/GNkTv40ROfYLawBWvN/VhhjfyJP0fGDaLh1+DUDyBaJ6DvGlj1TuPvsn0zL27tlRx7+L6gR8AuPfQI2CvAgye+SikzhIoiVKOJbtZB2uA5xEIwpSEMG4RRnTBq4WHT72Up2S6+sLCESYcKtEUjCWklEVI6ONLFltZZZKwjLfrtLOulR0baRPtexH/g0wx98WGcepPm2nGOvuM+Trz5HpK+Io5S6CgkjDs0wxb7c328OLSJXcMbOFEw4xPHGxVedeYY10wcZPvMSYZlnryTQwq5XB5UCp0k1KImCJvBzDD5Qh99UpKVErfrw7oYVqo43fUV27UQRFISCkHDsqhaFhIzolGuVLpWkJM9nsenhob49PAwFddlvNnk/iNHuP/QIdbVaub8K8udKSIhCG2bmm3Tsm0QwoTGKmXUupXXu8DnfyqTYVd/P7sGBtg1MMDRkpFdnCThivl5XnXmDLdMTHDTxASldvts8tm9/3PLjOeqW91nFcc4U1M4ExO4KdmyZ2cNwQWSfJ5weJhgeJDWQD86CpjaNE7fnn2sefpFQ7wsCytJCHNZo3i12iSWhUzDVFcidh3aOZ/CYp3Qsfjr2wb51Zva7M+Y52lrQZ/OMC9aaAFl5ZNIQY02RZnDlhYLcY2cleXq8s1cnr2VhWiK3fXHONLYh0DSP/96Kp/7f4hP3MTwtjPIN7SZvuHr6MXfhdm9CDmG3PmzJF/7GTJ2njiSRJ0u/V5pqNdIS6OS5Vcxvjnkh95X56qbQ/qyMQU/wpERtmpjJW1y4RHK7ecptXbR39lNVhniWnUHeHrwNr4xchdfHr6TTc2j7By8g9ue/2P+5hv/npJX4N/e9FOUpKLRnuc393yJU/Vpfu2mn+Yd/SXGT/wZ+XC6e1doNH+86ae4svI8N88/SX34NcTD92BVnqUw8Rm0XUAP3oY18zCoEEZ+CMbuTbO98tC3FQqbzYjHHnr4PqBHwC499AjYK8DXj32FocxAmgKqIYqh1SCuNZixJNJ2sKVAaZO5VQ0bVIIKQRIiwcRTWB4+4GiBVhFRHNNIIpQWuNi4MkuIoBAG5MMWCo2WFradI7Y8wlaL0iOPsPkrjzK07yjKspi+8UpefMPdPHjX3Ty1ehNPj2+g4WWwVMKW6ePcPHWS22cmWN2opl/4RinrECMRlO0iWTtLbFlEUqKFIJMkeGEbGbZYpbP0iSzC96FYNGGvK4nEuURmxfZYayIhTCseIWinJUC0xtIaPwxNQGm3RJiWDhek5LPr1vHJrVt5cXAQL46578QJ3nX4MLdPTZ3fN1GbSM9ASjpA3XEI0lGTjlI455KQcwzuWmuOlUrsGh5m1+gou0ZHmSqY9k3ZMOTqyUluOnmSm0+e5IbTp8l0lawugUqT6s9T0lYQ26VnE0U4k5M4J07gnDqFOzFhyFZ6T0kmQzg8TGdokPbwANWxAep5j5AEhcZtthjef5zVO1/EbQcoSyITRVDIgdZ4jRaxY2NF8XnEK7EtgoxLtt6mnXH4/K0j/OfrWzybXVgSlwQm0aEv8bgsLrPgJxzSszhYICDSCaPuMNeWXs363LUc7bzIrsq3mOlM4FEgf/R9zH/2l5HNMQa3T9N8XYvmjX8Op4y/S8qr0V/5efST78bLQNC0QZ9fGJWWMp/VWKbrmmvuaPDmH11g/fompUybjN1B6JhceJyBzrOU27spt5/HU4sALDpDPDV0K18ZvYcvj93DgeJlZFTM1vYsmSTgieJ63vjQL/OVb/8XVhdG+dc3/iN81aHVqfHrz3+OuU6V/3LLT/HD6iBjqeoFAoHmUOEyfnfLP+VX9/x78kmb9rr3EmQ3kTnzWbILT6FyG5HZ1TD7KLj9puTYdzVYvmmiXbrCGO97Jccevo/oEbBLDz0CdhGsjKH4+CO/RUnm2Fs5wtH6Sd6/6W0gbSqWA0GA22yaLzHHSQMTzT/WkYpoqhaVsE6sYizLMY26bY+M5WMLTaIVtbjNYhLgxQJfZgiFT4g06elRBzsJ8RHkpI/UiqlGwJEkyxNbd/DYzbegLItyrcqrZk5y/fwZrp85RdyeZzZcwMFh2CvjSReJIU9aa9o6oZWE2MJiXOYZicBPEuzU/6SSmKbqkBEuoyqLG6VEwvdNvphtG5KRni9MFa4m0JTS2LOTBKE1ThCcHVLanafEJLEsHl2zhk/u2MFXN24ktCyunJ3l3fv389bDhykHwdlvjhAkQJiWFRu2vdS30E0SY3I/V1VL55GUHBgaMmRrbIznxsaoZjIA9LdaXDs5yU2nT3PLxARXzcyYsuiFykMrzw3nq19RhD09bYjW5KQhXrOz5hkAyvMIhgbpDA3SHO6nOtRHM2MjGnUy1SZ+rUGm1kyX63j1JlacHislUik6pQIohV9vErsOMozO83klliRybfx2SL3g8/Vbxvn/rmrwWG4mfZZmltU2V8Z97AgK7M8HPMGk+RGQnmerdxlX9b2Ggewa9rYeY9f8t2jENQpqLdbOn6XytX+GbVkUNjWovPE0+ur/Bkf/ApIIW91H/IlfhCN3YtmKJLyA2iU0XlYRtORSrle+GHHfD5/hdW84w8BAhO9GlJKjlFu76O88T7mzB08Z5W7GHeFbw3fy1fF7eGT4To7kN7EurLKtNcvlnTm2t+dYF1axhCZA8JtHv803nv4jLh/YxM9f9TZyKGZbC/yH5z9DJw75nWvfzHub38CPFswzFzZKa/7TFb/MSFTnAwd/hzizhsb69xOR0Hf8z3Hap9EDNyOCBWgchMJ2WPNOyKwFaUFuLZSv6pUce/iBoEfALj30CNhFsDKI9fiRx5mJG/ynXb/HL17zQa4ob2dRQiLAF5ZRsCKF04mwEUjXw5JpKrdSqCQhiNrUgxrtsEkSx9galNKEwkK6WQqJwNYBHdUmDgNsKZAyh7ZzdKTD3oE17BpfzwtjG1nI9wGwan6SO556nB/93x/n9X/1WRCCiesv58SdNzK/dT1aaypxlUpcI4tL3i3iSB9HWOTikFwYI+OAWEe42mJQ5Mh0nVjp56KThEQ6YjTJUtQuIkmIk4RQCIJMhkYmQ9vzlppEW0mCq5QZRdhFtzzYVYukBNvmeLHIp7Zs4a82bWIyn6fc6fCOQ4d414EDXDE/f/aowyQxGWNSUndd2mkkhJUkuEmyPBBgpToFtG2bF1KytWt0lBeGh+k4RnlYVatx3eSkKSmePs3WhQWjsJ1L4LRezi7rTisIJEmCPTeHMzGBMzmJOzWFPTuLTMmZsm2iQoGokCP0XUNO4xC33cFpB9hBiB3G55UMV45SXIkg66Mch0y1TuQ6WFG81NKoCyUlsS1xw5j5gRwP3rKa/3zlPM+5c+a8RhBlPSVuTcZY1/F4yq/wrRWjG11crsxex/byHUjf5rnKt9i78CSxjujv3Ej7Gx+m/cw7cHMBjGnC9z8K478FJ78GVgan8l6iP/tFZGWz4annqV0aL29GWQYrUuzXb1nkDe86zDU3nWHUPshYvJvhYA9D0SEyqgnAhL+Kb46+hodG7uKR4TtZdEe5rDPLtmCOrc1pNrSmcJKAWCXUwyZT9RmmmrNMNec4VjnJszN7uXFkO//qijeQkTaHKif5tef/FktKPr5xHffFL5qBLMJG6phd5Wv5d1f9Or+7+yOsW9xJZ+gOamNvwK4foe/kxxE6QQzdAQvPQFSFkXtg5F6T7SVtKF8Bpct7JccefmDoEbBLD/+gCNj3MwkfDAl7y1/fT9/WtzO/7wHef/0vclN+IyJuI5TCUzE6SUjimDiJ0HEI7Ta62cTSAk/YuMLBkRYWEgtJR0CVkDkZ03RsXAV9UYgTRwgBNhIXh4VMjqdWbea5tdt5cdU2QsfDjUN2TBzh6pMHueLkAQr1RToqJCJhbKrBlY/vZcvjz+E329SG+9n/6ht48Y4bWCxmqESL2GGbcqIZiC36lUNGSyylkFqRxCFREpDHYjBy8bVlfGFAx7aoWDFYWfLeAEgboTUySbDjGEcIU6Zc2QLpQmVKpVj0PB7cuJFPXX45j69Zg1SKu44d410vvsi9hw/jdUcgkhrObZuW69JwXULbNkn9SuFc5HO76Hk8NzrKcyMj7BodZf/g4JJhfvPCAtdOTXHzyZPcfOoUa+p15Ip4CtlqIVotRBAgOx1EOskgQKQ9HGWng2w0sBoNrGbT7BdFK1xL6WfxFX7GNKDTZtuJY5N4LrHnknguWBZSK9O2SWmcWh130fQVTBwbESfnES8tBEoKrEQxN5LlE3cW+L1NNQ667aWbsrXgVdEgb+6M4bZDnvQX+UJpgVbaWKmPArfaN7GjfAtn3Fmeqj3KwfqLWNgMzL2Rhc99hPjk9bjZDuE6DR/4ONi/DXN7Ee4I8sA/JXngZ5FhOfVvnZ3TZbsRpb42lfkcSZrrZVkxN95+gH/09s9y3dgzjIhjjCSHlwjXsdx6Hh65i4eH7+KxgVvRcZZNjUm2dc6wtTNFvjPPVGuO6cYck805plpzTDXNVAlqZz2jvO3TiDv84pVv5Y7RHTw7c4Df2PM5+h2PB8cittsdNBALF4XmP1z57+nzR/j5XT+PlQQ01v0ojfw2SrOPkJn6MsIbMmXF2W+BlYU190PpSnByJlai/zoobDJErIcefkDoEbBLD/+gCFgX388S5DuPP8TCt34V7vgIrL8bzjwNt32YXNCm3K5TbtXMtLRcp79Vpa++QKEyh1IRoS0JbIfQsRFamswu6VAMA6ywSZJESGFzamQDu9ZezrPrLufEkIk+HagvcPXxPVxxcjeXTxygqBMcJFpINBYxDu1Y0Ug6NJOAfCK5/IVJrnjsecYPnSSxJFPbN3D6mi0cW1dmUYZpiKzAtWzy+LjKQkgJGtoiIZAC38rgW3mktLEBWyl01MZKYsbIUtIultLLnrBu6c2ywPdpZ7McHBpi/9AQBwYH2T84yIGBgSV/1brFRd6zdy/v3LePsWZz6bnHQhBaFg3XpeE4aCGQWuMmydmqmlJYnQ5TrstzIyM8Oz7OznXrODI6CoAbhlx96BA3797N7U89xS1PP83A3BwyCAyhCkNDqMLQEKiXyuZagbMt4oY8IQVKCITS56lYSgiirE+YzRBmfWLPNwTLsc3AgCDEbbdx2gFWJ8AKAqwgRCQXvh+dTnLFOpib0oDU8MhVWf7nrS6fH6pTt5KlHSVwRzTMveEoMoh4Wizwtb4FGtIQr1H6uVfezpriFexzj/J47VGmOmfwKVI48mPMfuYj0BhBWAr96nnEj/4euvIH0JpF+jvQD/88+uvvhaTbyGoFRMLg8AJJYrE41w9oLJlw+xXf5v1vfoCbrnyS9RwgmxKuQ/nNPDJyJw8P38Xe3FU4Tcnq2RMMz+8mGxymEs4x2ZrjTHOWicYsc53KWZcrewXGsgMMejnylotrWaChk0RMdWo04w7/4fofZefsIX7nxS+yxbN5cCxg3IZAZvBUm8cHbua/XvOf+Y1D/5MNJ/+SJDPO4oYfRwiX8qkHsGp7oHi5Sf+vvmD6Nq5593LjbG8Ihm6GzHCv5NjDDxw9AnbpoUfALoKHjj3E2z71NgSCjQOvYv/Ut1AI7r36X1Acv4WFbJmFbInFpalIcoEm1/lOg1KzRqlZpdysUWjXyLWrjFRmKbTqTJVHODi2iT3rr6SeKyGUYuPkEa4/vofrjuxh1fwpEp2QqIQIo7ahNS4WWS1wLEEMxJYkTKAeB0RxB1cJNk2HbHvuOGt3H8FtB7TKRY5fdxm7r1lFs+AjkbSFAtvDs3IIN4uSJnYi0hFaxeTxyVs5ZPrrXamENiFZmaFf5HGQnC4WOdHfz7H+fg4PDnJoYICT/f3o9EvHi2O2zs9z2fw8Oo759JVX8r8+9jHe8vTTiCBAhSFJFBHGMTowJMRpt3Habax2G9npYHU6EIYcWL+ex268ke/ceivfvv12Tq1dC0CxWuW273yHVz/6KK9+9FFueOYZ/CBAC4F2HLTjoNK5dl2z7LrL210XlEK221j1Olathl2vI1NFbolswVJpsYvIdUg8l8Rx0JY0REhpZBxjd0LsILioIqYcG+W6KN9FeS7KtdGWhUIhghCr1cHqBMgwxorVeUpbd/lECX7/Tp8HtiecykRLTFFoY6naHhW5PRxCRrBHLLIzX6WTkrNR+nkNt5LLDrDHOcLzjV20kiaFZDU8+XPUv/nPIXFBSMR7nkfc89uo05+EJEC696Ie+CV47m5zwXOKqLm+OfqHp5k+uREVOVy/4Wnuuulb3HPz17l54Any2uSK7S9exiPDd/JY8QYOBFnU3CmcyX3Ei0epBtPMxbMsBNUVrjTIO1kG/CIFJ4tv2Wm8SUQj7jDfqVMJm5z7r1vJzeJbLtPtCveNX8XXzrzATT58cVxTtC1C4aCB/3zlv2dzYRvv2v1vcWsv0hq4jfr4W8gHM2RP/G/j8xq4FeoHIZyBwTtMuKrTZ/xexc0wcCM4+Yu88z308P1Fj4BdeugRsIvgoWMP8fZPvR2N5u6on6+rCbQQfLh8D1f54yxrEdqMIsRiPldkLl9mMdNPNVuimumjmilRyZao+AUqmSK1TGHpi3wJWuPEEX3NCsPzk5Sq02Qbc5TqC2Zbo8ZgvUqp3UEITYyiLTUNK8FCUsJhMBDk0Vg6QpFQSwLmCUFJMrHL1n2zbNl5hKHjkygpOXrFep66ZSsntqzFkhaJCnESRUH4ZISHLaQJfSVGociJHJ3SCKcGRzk2OMLRwQFODIxwpn+IKA0hlUqxulJh48ICGxcW2DA7y8a5OcarVVzLQjsO6/7kT3hy1Sre9IUv4K1sMr0CieuSuC6dXI5nr7+eb996K9+56SaevOEGFvv6ABiem+OGPXu44cUXuXnfPnacOoUjJdK20Z63PKUxFMBZHi57fh7v5Enj2VpcRLZaZ5Gtc71YWpooDaH0eWW/pf2EIPE9Es+QKe06aDcleJZMK3EaVIIVhshOiOwEyHaAFUaIFQTrYlh55ekcPLAD/uxGm12Dxrdla0EsNLYy/Q5XxRluC0bIJB67xRx7sotEliGQI5R5HbcjHI9dzgH2tveS6IRy8zqaX/kI4QtvNRfywfvQ3xBu+AP06W+AnUGG96P++JdhYivnql2W22Rk8x4IMqzP1bjrNQ9z57ZvcWvhMfI0iTR83d/EF72tPB9nmWh06FRP066fohYsnkWyPOlQcLN4losUkkQndOKAWtgi1slZ13WlTb+Xp+wVKLs5yl6BoUyJkWyZkUyZkUwfBctFqIjfeeEzPDhzkPuy8FdjEHtl+qJFHhm+g+9s+yV+cu5Jhg79N0TcpLLuvejiFRSru7FPfQqkC/03wtxjZtDN6h82GV9WHiwXyldD+UqweqMce/i7Q4+AXXroEbCLoFuCfOj4Q/zqt36Vt/lXcZU1xNFkgTdnriKRgsiy6VjGv4PSWFqlbWY0aIVAEQvJodHNPLv+Wvasu5qp8jgAw4tTrJ8+xlB1DjeOqOTKLBbKLBTKLObL1LPF8+7JSiIKjQrFxgJ9tXkGavP01eYo1GbI1mYZqC+wplZntJPgCItIQkWGzMuIwJYIYVOeDbjh6ZNcvvMomVaHSl+eF67fyKFrLqNZ8AmJqWcLLA6vZ254PWdG1nB6aJxTw2MEXmbpXoYrC6ydmWL1zGm2zMxy1XSFTbPzeN1A1DR1vuM41FyXqufRsSyu/NrXuOkLX+CZ++7jxOWXk3gesW0TZDLUczkOr1vHkfFxjoyNcXxkhDA1zI8uLnLZmTPsOH2aG48cYfvkJLkowo9j40dLJysMsZtNZKOBPT+PvbiIvbCAXa0a/1YUmWT5V/AZSGyLKGPKh1HGJ/E9lOuCYyFTX5mlNVIpRJIgwwir1V5SrUQYIaN4KdPr5dCl9Cvv7dz7XPThs9vgL6+Cb24wbXb6Y4dIKOpWgqckgVQUlM2NnVHyUZZ9zgxH/Aoq5f39FLmDVxGR8LxzkNPRBBY2udNvoP75X0NPXwmAXDuH9wt/SFt8HOb3QWYEeeafoP74X0Gj/+y7EwljW3dz62ue4cq1J7ll7Dus4jFOhwGHInhcDLA7yXK606bSnGcllbSFhSc8pLDQKCIdEaizyblA0O/lGfTyDHiFlGjl6Pf66PcL9PslSk4WJQVhHNFOQjpxQCdu04w6tMMGrc4C7c4ck815Hmo0+JEc/NHqDI7WJJbN/97+r7m1sI1tpz5F5tRfE/sj1Db8BFmnSGbyyzD7CGRWgz8CizvBH4d174XMuPF62XkYvBkK63slxx7+ztEjYJceegTsJfDQsYe4/4F3cFuY4Ztqnp9zbmWjN0ZkWZCa0K1EnTf0v5Yp8MLGa3l+83W8uOFq2l4WO4644sQerj+8k+uP7mJk4QzEMSZQQaSBoqQ9hCBybBay/cwWB5kulJnJ9VHJlqjnB6jnB6gUBqgUB2hlzi9x2FGHfH2eUn2R/nqFcn2BUn2ObG2WvsY8ffUZSotzbDg4h9ssMT24lheuvJKnb7yOfdsvp9rXv3SuXLPGmqnTrJ2eYNXUaUamT7BqeoLxADKYaIsOMYmAgt0Hbp6q51HN5+m4LhqwtMZOEpM+H4as3b2biR07qBSLHBgfX5qODw4uxUmsWVhg09QU206c4Lp9+1g9OUm2VsOv1/GaTbxGg0ylQm5xEb9ex221sMPwvPLgudCAsiwiz6FdyFHv76M1UCLOZBCWhaWFaU0URfitNm6rjd3qYLdaWO3UnxVG353JPl2W52zv4txzdY+ZKsDeQdg7DHuH4IUheGo1xBYMRQ5rY58pO2DCCfGVJBAKC8H29iDFxOewP8+001pidRk8drCFhITD8hQ11cBVBcSunyJ48JehPQhCUXjd46h3/W+ac5+F1iyicDn6mQ/BAz92lr/LW93ghh/+FNuu+DxF9hC3j3M0SDgQwrEYVupTEoktLROHpqPznlPWyjDolxjIFCh5WfLSI2NZuJaNhUShaSUxrSSkGQe0k4h2HNCOO7SiNq2oTSMO066MF4YE+iQ4AmYS+LNxl3+UC3lk+DU0NvwEt8Z1cof/B251N62Bm1Gr3k42biJPfByaR0yWV7AA7VNGARt/OzhZ03QyNwqDt4Hff9Hr99DDDxI9AnbpoUfALoKHfuMD3K8/xQObxrg72c83mvCuKfgTO8uGwXVU4xLVpEg1LtJRLqcG1/L8xmvZvfFajo5tQgtJqVnhimPPcdOBp7ju4LNkwk569hVfy3GaiaUSEJIEQeJYKCGRKiEThbhhhK1jIKEtFFWZENrGiB9kSsyVR6gWhqkUBqkWBqjk+1ks9DNf6KdeHKRRHCJ2Xqq1NVhxzNDsDOuPn2DD0cOMLExQCGYpNqYgCbCwyOPi4ZBISVsqYmFje2Uiv0Ddd2mLmJzIUiZLJk5wVihNsZScLpc5WSzyxObNzBcKnE4N814QcNXevdz0zDPc+thj3P7oowxPTeG2WhdVj85Vii60LXBdqgMlZkcGmBseJsy6uEFMsd4kX2tQqDXI1upkmi2c4MLl0IuNatSAci0SzyZ2pImuihROEGMHyXkm+Qsd351P5+HFlGTtGYI9o7BvECor3rJ8LCkkFpNuxE3NIvN2yGHfeP0SIBGasTBPXjtMOHVaVoxURiGzhcVGViPRHGWSkAi/uZHo4V8i2fnjoByc/CJDP/kAi9d+ifaprxp/V/Fe1Oc/DDsvg9HDuNftYeSyh3Fyz9KMzjAfdQMrVr6w1Hi2AhJJ1s7gWz6OcJHCRiIQQiNkYhSvJKAVdWgnF34funCEoGRJyhLKUtMvlVm2oCyhL52vXM/YPpbfh/LKNN0i7SRh4vQz3FHI8+CWD/La8tXkGofIHf5dZNSgtfY9uKUrcVon4PjHIGlD/6ug8pxJtV/9dkPApGdUr/wmGLzBkLEeevi/hB4Bu/TQI2AXwUc/9gFu/K1Pcvevvgdd+0OmZgd58cwcj486/JuRBEssKy1z7gD7Sts5ULyMGT2IqmmyU1VyUxVKnQ6OVrxUMEEsBEpKdJIg44hMFOFqjR2brzdlWSTSIrIkHdsmlpKQmDYxnTjA0hpXgSUt5sqjnB7dyJmRDUyMbOD0yEamB9agLePTEklMrj6H36pgxR0sDdr2aWdL1AsDJLZ73v0V6hWyrRrZhpkXW01y7Q65dpNMY57BRoM1zYictunoEGVZ1Ic2cWZ4nGNDQxwfGuLkwABxNw9Ma67buZP7/+qvePWjj3Lts89iCYFK/VpCKWQUYYfh2SMKgcj3TTzDOX+PHJvQ95ZCSp3AENcLQYs01/wipcjQd+nkfTrFHK1Shk7eJ3Rs7E5AptokW2mSq7bJtAIzEvQiWEm+NDBZMCTr2XHBC2OSvUNwuE9Rc5fPkVGSwdilP7HpSxxKsUUhsYktzbyMeCpToeYobC0QWhBJRSlyyWuXaadJLDR+YhFKowWNiwEkMME8SoM7cSfh1/8dnLgThCa/fg/Fn/szZjLfJp5+GoQNYj1UfchMgz2fPvmXQGKDshCWRkjjGXwpONImZznkbZuiZdEnBWVL0C81gzJhSMYMEzAkE8qWUa26pMoTAiEl1jn+r4rTx8ncWk5lVjPrDaKFoBDXGW+d4bL6QQbChaV9IyxsEv5qwz/lrsEbyU1/lezJB0i8IeJN/wTfKsHCEzDxWXBKUNgCC0+DOwDr3we5VSA8cPug70qT79Xze/Xwfxk9AnbpoUfAXgoPPQTv+RH2vkGy4dNVPvUz7+Abd9/Lno1X0R7IsbF1jB2LL3Dzmce5orKX1eFpcrK9dHiiBc0wTz3KU18xb0QF2ngkdtroOk7IhiFOEiMTRYJp5RNaFqHno9IWKAKwVIJUmsVCPydH1nN8eC0nRtZxYmQdk0PriNxl2WRw4Qyrpo+xavoYYzPHGJk+THb+KEoFoBWJ0LR1RFMkCAS2ZRFnBlksjBBSYLSSpRQVmB8c5fi6NRzZvI6p0XHqhTL63BGfWmHHMQJhTPmpB8aNIoarVVNSnJ7mvb/929Sl5J6HHyZfr+OcY8SPPI/Y89BSIpIEK46NYf0CfQ2XLg0oyyiC3XyyCxIrzyUoZAiLGYJ8hjCfISikBMu1EYmGIMJfrFGcXqQwXydba+OG57f2uRg0cLQMT6132LnaZu8QHOlLOJWLaVvLxMTVkpJyKSmHgrIpJA6WVoQoWjKhKWPq6dSUSTccHjS4ShJaCj+x8LGpWAFoKCcuTZkQyoQSWUBTpY1IHDj6OvSJm6DvFAzvRQweQucW4QLlwFeE0IegjAxL9OVshgYUOdej4Dj0SUG/VPSLhAEdMCw7jNttVtsdxkWbftrn96jEom3nCCwPjcBRIfm4jr2CaFWdIgcKl3Eit5aaUyIRkkLUYKw9xYbmMVa1T5+1f83pY9Edoeb005QlAitPxxog8Prp2CE359cyfOJP8SvPEfffiFx9P1KFMPEZWHwGchvN57hxBIpXwuofMSqXlYXcOPRdBfl1afeLHnr4v4seAbv00CNgF8NHPwo33sgjR4/yO3197L72Ko5s3ALAYGWaHcee46qju9g8sR83iRFKoYXAsmLGkjmGxSIFt0HBqVNwG+SdJnJFaaYdezTDHK0gRyPIUU2KzCd91CmgEIZExAlt6XB6ZB2nRjdycmQdJ0fWc2p4HY1sYelcffUF1k4fZ9X0cUZmjjIwfYjhmePkoxBnhfNIgxk8IKFNQl0oAhtiBB2VEBCDACkk2hJEWpDEATfuW+Cep2ZZP5nw7LVX8/k33MlDr72TI1t2UC2NLpExK45www5SaxLp0Mksm/a7sKKIQqPB0MwMpVqNvkqFYq1GqVq94LxYrZJv1ClVa5QqFcrVKvlG46wv8Mh1CAo5gpRQhQWPMJ8hzPsExSxBzidxHex6G6fSwKk28KsNMpUG+YU6hWobJ35lOWAAkYRqzmbfmMOT62yeHxUcKWtO5SJm3JBwhTrqaEkOlzwuvnawhUBoCHVMQEJTRLRERCDOVnQsLXC08aQJBApNREwkzWfIQpAIjUTgItN+kd8bBIKMFJSFYsSG1RZ4YhjEIGcO7eC5J95GZ2Et49kGo27Immyda3fs4dqrnmfd8GkK1MhTp6BquJxP6CpOH9PeMFW3j5aVQQuBn3ToDxcYa09SjOtL+4bS4URuAxPZNTTtkrm3JKAUVRluTzDYmcRXK37kYNG0S9TsMnVnkLo7SM3qp+EM4LoF8naGrOORsTyytotj2UghcZrHKB/+Payoglr7bqy+6yCYNSXHziT0XQeNwxDXYfyNMPBqEzLslNOWQjsgM9Iz2/fw9wY9AnbpoUfALoYPfAA+/nFe9fQ3OLFuHRsOH+Vdn/gU2w7t4dT2IYQ0P3ylEAgJoWMR2xa5qI2bKJCQCEEiZOpN0gyICgOySsGpk/OaFNwmRaeOZy2rQCEOZ5xxDha28PzA1Tw3eC37S9s4ULgMHcPamROsmT7B2unjZnnmJMXW2UnfCYq2UNRkRCg0CQ7CcdKcsuVUcqETEhJaKOoWtKQi0IpYKJSdozqymZmRzcyObGZx5DIa/euWku5Hpqa48vldDM0cQCenyNcO0F+bpkQGV7tI4eGLAmF+hIXCAJ38GI3CCKcSwRfe+CZueewxCo0G9UKBaqlErVikWipRL54/+vNcCKXItZvkghaZsEU2aJHpNCnUahSqVUqLFUoLi/TPzjM4u8DI1BxDs4tnkbtCrYZ/kXwuDYQ2VPMOUwMOu9fYPLnOYl+/5kQuYsGKqRESryDUjpbksfGwcLVAIlACAhJaxLRISM71RqU9gYwjUL/y+Pxzb/alpEFtgcgg/AxIjW6bEYjXF3L8eqHJ67IQapcX5ndw+NR6osEqndjFbeUZ9BqMlydZVZhg2Js97/Qd6XEmM8bp7BomsquY9EdpWxkkimzcoj9cYG3zFFsahxlvnznr2AV3iEV/lI5dRGDjqZhM0sKLa2Sjefy4ctbLasscDbuPhl2iavXRsoq0vEFid5SsXyLv5shaHq7l4FoOjuUslZqXiKlOcBtH8BeeJj/5FbTbj9z0AZPdVT8IJ//cPMziDqg8C1bOjHLMbwQkZEZNon3xMvD6voc3q4cefnDoEbBLDz0CdjFs3w779zPxP1exKjdx0d0SLdBaorRJl9daoEjXkWkXHrOskCRCENg+Hcen7WRouTlCx0UKRUa1ycUt8lGdUlQjlzTPVnqURRg7hIlDEHt0EtfMtUuCRSIksbCIsEmEuYcYCLWio2ISQOOgpU0gbUJpkyBpOxnmS+PM9K9msn8NU0MbWSyvJhY2sbDxGgsUZo6TmTlAYeogQ6cPcuszx7h75wI7jtZRAvZsLfPY9SO8sLmIkmY0npYu8wMbWRy9nNnRy5gf3Uy9NMbiwCBWFOEHAW4Y4kQhlkqwkxhbRWZkqFAgNEKr1EylEAnIRBtnuQawUNIikTaR4xJ4HoHv085kiNzzvWznwgkC8o062UYNu10jaRyjVd1HvHiQpHKMuH6SqDmFSjpLx1jSwRc+jpZIFaN1TERCQEJ0Lon6XvoSfTf7rzwGoDUMrVuh/Dq48gbGbs5y3bE/YGL3X/HcwjS+gPcX4J/1SVbbBZQW5K0mrjhftZr2h5nIrGIis4oz2XGznF3FnFUGrelvz7OmeYYtjcNsaB1nXeckY+FkOljEIJI+LXeQtt1PbPkoJELF2EmLbLxILprH1ss/PmLh0HT6adl9tKwSTadMxy0T2kNoO4cnNBnbJuvksbw+pJ1BShtxjgplpZOtNW5nEqe6B6v6ArK2D5Esq2esex8Ur4DZh2HqK+CNGF9X/QDkNxvy5eQA2xCv3HoTsNrr59jD30P0CNilhx4BuxhSAhb/mI11X0z8qMQ+oWjmfZ644WokGikV2kobAukYIRVSKmwUUigS1yHM+EQZn9jziH2H2HGwSLB1jK1io+CELTJhGz/u4MUBjg6RQiNJkEJhCXM+ITQy/cb9+1D5SDQojSFGsSARFqHl0HJ9Oq5PaPvE0iGWNjEWIkkgVriOoh05oDSJtIiFRSIsYmGjsFDYJMImERZK2uZ46RBaDpHtElkOoe0SpstJevzKKZb2hbcjqXdqzFenWahOUqmeoVI9Q606QRS2ll6bZXtI20drjVIJOgnRKuZsxvODhQCkFqaPqJYkWhHK5KwdJD5XjtzBa7dcxrX+PFdU9zLcOMGXFyr8zqJmTwijFvxsH3ywBDnH43R2NRPZ1UxkVjFpjzCRjHOqsY6J6mqm6oNMnFmDM5twU+Hb3LX+Qa4b2MWaeJrhZJ5+tYBHsPwZwKLpDNB2+gnsPAkOWits1SETV8nHC2SSZYVWIwjsEm13iI47TNvtp2WV6dh5YiuLlBZCClwrg2d7OFJiqQTHshBOHqwMlnRxMCSrG4oh03UrrCJqe6D6omkP1DXfe8OmX2NxO2TXQ20v+GvgzN+Y5cJlJmIinDWNtIfvMSd2ClDYBvnVkFsHlveDfdN76OF7RI+AXXroEbCL4QMfgD/9U2NSvhb0LkiUYPdVa/jC668mdCxCSyK1ouMWmBtYx+LwWmZG1jMzuobp0bUEmeVfyqWFWYYmTzJy5jijUycYmjzJ4PRJnCg0ZSJAItAqLV1KE20QWBaJKwgdgbZT1iU0RbfNmF1lzK4y6lYZdhoMuw367PZZ5GyeAhPuKMdzGzjUv40jfZdxOruKittHX3WKwfkTDC6cZGThDP2VCbJREynASgkgIiHSCYEI0ShsIYn9HK18mSRfJsmWSbJFtJdZIpX5doPhuWlyzQVkXEfrBn7UwkEzTMBIoUN9wYGmxlEaWylstLlvaSbd/UZNtwl59t+660pAW0BDQENDA2goqCdwIoaDIRyM4HgMUzEsqrPzqf4uYQO+gKyAvDSTJ8ASJmXfZGRBE0FLaVoKOloTKn1e3MMaGz5chn9cNOfRwFwMf1CF36/CdAIbsnmuHbmLRuUnOX16MxOTY1h9R1m/7dvUn9nK9Dd2MBRGbF+zh+2rX2RD+TTbxvdz+doXGcmfXXKsixKLDFDVJZTt4boCz4rwkwb5eIFctIC1Qv1KpEfHHSbwhgm8EUO2vCHqVplYglABJAGulPiWg2/7WNLDlzaulFgqwlYJlpRg57EsH0tYnNfsKwmgvh+qe8zUOmm2WzkzOrF4uRnFaBdNhITW5tdLewqO/ylEFdM4u7rXtBBa86OmxIiGzBAULofsCGRX95pp9/D3Gj0CdunhHxQBE0K8GXjz5s2bf+rQoUP/Zyf7xe3wpf2w16xqoH2dz6EfWs8vvfqXmB0cZ6E8xtzwahrF8tJhfrPK0OQxhqaOMjh5lIHJYwxPHsUN2khtSmdKC7TQaBSxtFCWJrYkyhYkNgghsNFYSNMIO0lwY4WtwEEilWWUEVNTJEKyUBrk1MatzK1ahz/g0J/psD48zWX1A2yr7WdbdT/5ZLnpdUfZzIZ5psIcE2GGM5HPVJhlLsoTKBulzci0+cF1LIxuZHF0Iwvj66mMbSbOltKHosjMnyA/eYDSmQMUzuyjdGYfa06d4vW7q7xud5WBZsJMweZrVxV58Kp+PvKZ4/RtjKkdgIoDDRdaNrRcs1z3oJ4unzvVPTOveSYloe5C2+Z78059H7GyA2Kao/t91ckE4EiJ1opIwz15n4+NFxjThiQ903H4lUofX28uEqsYMf569N4Pwf98DbQ0q1ft554f+yibCwsMLGQZlw22jhxm08gRHGuZNNXDPFWnTN0pE4gMStsIpfBUQL9cpMQcGbVsmNcIQneAMCVZgTdC0x2i4QzQsvLL3jat8aQmiyKvYzzLxhcWvuUipL2sXmmFUKF5eJZrMrake7bcqxU0jy0TrvpB0LGJzyhshcJ2KG41ipdOlgmXsE3T7HDepNif+RJYGdM4u77PJNyvfx+4ZfPE85ugsNE00vZHeiMde/h7jx4Bu/TwD4qAdfF9UcDuWwtvO8UV0z/E3r4q48Uib2s9ypc2vJvjA9cgZY5CXTNQ7TBeq7KhMse62VmG6m1sJAmaRGgiFJGliaQmkAmJEGgpiG0z0tCKBZbS2IlCatCRAmXM8UpDgkajiUnSkXCK6tAIU2u3MLdmK/OrL2Nh7DKCvCGBQiX0zRxnaGI/Q2cOMHz6AMOTR/HCOiU7ZsTvMJJpM+K2GPY7DLlt+p2VJSXBaWeEA4XL2DN4Dfv7Lmd/cRuHMhuIKzX6Z45QPn2A7MQLOFP7IGySkGCZQhnQNT1LrFhz05E6r39+nhuO1dEC3vY++MLGV/YWuAlIZbI9k3TSK5nOS+FCDR1X4gdM2oQ2IxUtYQz6rnLwtENWuWSVS0F7lJRHPy5lKel3IgbcgEEvYNhrM5ppMprpUBDgpd/9tQR+dQF+Lptj78xWPhn7fM4NWQx3gu0zMPwGXrX/Fm480WTryAGu2Pgsm4ePkF9Bsjqhx5G5DRyY2Mbx2Q3YuYiNWybZtHaKIlUKapacmsNaoRPGMkvgDRP6I3S8YdreCC13mKbTT4wkQSG0ESg9IclbLnmpyQhwVICPxhYCKQSIcwgVGKKkUh+ancY8yBW5Wp1pU06s7jFKVfeHRHZtqnBdZhQqxPL7LmyjWKkQagehvgdq+yGYWz6vW4ZwEQZug7E3mm4UwjGKWHYM/GHwB/9+1Pt76OFl0CNglx56BOxiuOUWqD3Bbe+3eawdU5TQUC6Kl07qBhCJixVlcRIfR3l42sEXFjkpyEpNTio8JXGVxEn9PRJwlY2LxNU2jpYIYVEfWMX02u3MrN7K9OrLmFu1hSCNoBBJTHn6OAMTh+ifOET/xH6KU4cRUQulYnSiEZZCpKPBwKhvzdI41bGtVMe3UB3fSjgyzrhT57KaUcsuX9jN9sUX2dw5TmaFSboZW0wGPpNhhsnA52TgcTiwOBpYNHREgsZGYGPBWS2VBaOVkDfsrvGXd8/zdRdWSZACmgraGgJeNu7zBw4LcDFlQVMmFOTScmFRCspCU7agX0LZFhQllGQ3KFTTb5u/5yRYL/OdHUQO7dijFXm0IpdWmKEZ5mi0C9SbA9SaZRqdPPV2gUaYoWkpto4e4Mdv+hT/eO9tfDN/hLl4irLj8JNFjw8XGwylFTKlBVNhniOzm3jx0A3MVEYRVkLOb1Jy6lw2fpAr1u6jnFkOJ1VIWmKQmhyhaY8QZYfRxRGizBCBlTXhqirBEgIJ+Ah8yyFruWQtB1+AKzRSBZB0MP1QMaqTvEhIqQpNBwhpG7XL8sz+Ud34srqkK0jLoW7/CsK1HuzMCqJtmRKiiiE4A9V9hnC1jhuCJ2xD2DKrzDVmv23uce27TJ4XgFuCvmvBLUJ23Kz30MMlgh4Bu/TQI2AXw003wa5dfOzdW5l81YuMPrMJ/TUPq7zIZ+4bpxnkaAYezdijFTm0E5uOkgQaQpEQkxDLCNwmeHVw6+A2wKuZ9Zf9US3MF4FfAq8IXhEbGz+BTBCSazUpNJt4icDFxtE2DhaOtrGwsZSHwKcyuJbK+BaqqzZRXbWJ2qrNxN0MMaXIzJ0id+YQ+TMHyJ86SOHUAbz6vDFKKcGg32E822BtJmBDJmBtJmBdJmDIXR45F2uY6LgcC1yOBg5HA5vjnQwnQ59qUKCzsInO7CY6c1uY+aGfOLsp4vcZXWN2RkBRwpCEVbaZVjuw1oYRC0rp1CfNfp54aaGj+7/JSmHtlQgjWkOoDcnsTi21Yl1BK52/1D5tbXxtD3egquBKF36qL8eO2pUcP3oZ80mWwW17idpZ1Nwgo3aFy8YOnldmrAZlOt4ggT9IQ45QFcNU1AiRPYifFRRyCa6T4Ejzam0hyEiHvOXi2w6OtLCFhS0t449MItOqp9s8WwijIl2sZKfVshfL9o1XC0wpsfoC1F6E5gnzpK2MKSvmN5sRiHaf+exoaciWsEz5MW6ZkYv1QyY0NU5N/+6giY6wsmaf9gREi8v3MvZmGLrN3GtmFfRfbchgdrVprt1DD5cQegTs0kOPgF0EH/3QTdz4wi4+fGfCM99FSOffCb7ruAKZsgWRHmbCQIXWZt5dR5jqTRr+Kbr7a3FeBc8CPKnwpMaXGk8qfKnxrQRbLI9MixKHTpCjGZjQ2eOFg2cbpl4BBJDBkKVxB9bbsNWFba4xo4/bMGZD4Zzv/GYiaSpJK52bdYtqLFhUkkosqEQOi50ClVaBSqtEtVWi1ipRa5dotIu0Onk6Whgy7bTBboNfQXg1hFdHuk2E0wK7A1aItkK0jMzcDtBWx9RRvwdIYWNZLrZjcq3sqMVC0OKtAzu47tm3stY7ydVbdrJ58CgFezkqI4hcji+sY9/p7eybuJz5aJTxbYIdN4XYboY4UoRRgkoUrqfpK0I2p8m7NlnbJSNNlpYtJbawlmMetDKkSwUQt1NlqTtKwmapx6le6YJLlTAdG3VKCLB848WqHzQlxfohc15hmfT54mWGdGVXGTInU/9W12EXh9A6AbV9hng1T5jt0jXeL+lC3EiVs/Q+3AHIrjMjGf0xCCtGTXN8MzKysGmZfPVGOvZwCaJHwC499AjYRfDQL9/C/Zkn+KFjPh9f1+F1J4s8vq7G7Yev4sWF19FpF+gEBTqdAmGYSX/5p188QuG4DbxMFTdXx1oTotdAPO4SjGTolEtoSwIaGQVkqnNkK3N481Xc2QZyPiIOPaLQJ4o8omjFPHZROQ9GFYxEMNiG/gAybYg6pvzT7CAaTUSriQybiLiFUG2QEVrEIGMUGiU0WryC9z8lZ1JLhBagJVrZaOVA7KITDx17oGzQEsdKyDgtMl6bjNMha4f4dowtNE8FZ5/awRCnIQtWWbDGkgwLh5xykbEPUYZ2lKEeZqiEHvXQpx55NGKXlpK005GCAYpAKEIRE8sIZbfRjiFH2u4YgmQHYAVgnTum8BUisSHOQJSBKLu8vGKbpVxsZeNqC1dbeELiI8hIyApB1lLkiopCf0K+L6ZUiikWQ/pyISUnoF936Fdt+pMWxbBFPmqQ000cERMo+EIT3pQzvrD5oMjB6c3sPnw9+ye2M9UZ5Nj8ep7eczMIi1tuOMg73/IMV+04RYxCRRAmkHUlpbzDaNmjmHXISAtbCqQ0pWNjXCclTkmqMrVBdcw2ucLUvgSxTJKEnZJrYciY0BA1oHEsLS3uhihVqbJroLTDlBVzm4zqRXoNMGQvCSGqGsJW22/m3fR8O2+uF9VZGt9q5QzRyq4zZcfsGpD+svLWVc9sH/qvM+TM8SEzfvFyaQ89/D1Hj4BdeuiNq74Ins5M8Mt7HD68KQt738TX1j/Epl0/Q2voGBNf/TWkTBAyRloxWZGA0GgX1OUO6mqH5BqH5jU2jSvT+hZADXgWeBzYpbBfaOOeaOLYLYTXQPgNRKaGl6lR9GsILyHYVKS9uUxr8wDNTUPEG4chn/Z7TBTe6Rr+gSrOvibWnhD9vCY+mSVsFwg6JaLwwqUUx6vh+RXc7BxO6Qx2fhKrMIOVncXKziMzC8RWSKAkndglUJJIQyRjU0L1qqac6lcgO3+WyhOl01L6kwICsLQkI42LzgEiLYjRLChYUHAgWrEzAdD9kk2nc/MvlYTEg8iHOAthdpkYhTloDaKj7HkkScQeDjY+Ai9tw5MVkJMJWako2AkFK6HohBSdiD43oM8JKPkdcl6TvN8gl2uS9xrkvCp5f4Kc1yTnNZHylf+gCaRLU+Zo6DzNWo5GJ0urlaFeH2Su6dBJXEIcAu0SYDFsVXjnji/y/z70c/z3r/8sEye34rgBQ6OTtJt5FucHyWbbvPmNu3nbW3azaqyBlVg4eoictCn0WQz2SQoFgW+ZXDlIg27FSlkyNmQl7hjVSorUp1VeLi0KmY6ISM18eqXipSGsQuOgKQnW9pn2PmBa+ZSuMtlahctSn5VKzxdD0jBznUDrFNQOmOPbp9PrnhNEkQSQHTLnzK4xhMvtN6+na+4Xtjm/UzQES1pmlGXparA9Q+Iyo2Z7Dz300MPfEXoK2EXw0G98gPv1pxhsvoX97p9TPHYPnbEnuPUbP0FT3UpkuzQ3D9DcVqa1vUx7e4lgS47UPIOsxNh72tgvdLCeDxC7FOqwJAk9VOySKAeVWGhlobWEsoSrgWtWTJdjmApAE3geeG7FtAdYEez9ytH98jXvvUakwVsvVRNUCJEgZITlBNhOE8dvYDttpN0GfwGRnUO5DVRaelN2gHLaxE6LxG6h7Ra6/zDJ+LPIU7fA3HZ0mIWwgA5zEOUMcYpzEGWRiUNGQFZqshLyMiFvKwp2RMGOKLoBea9lCFGXGK2cew1yfpcoLW/Pet/dQ2sFGRqdPM0gRyNI5+l6087RyORpFnI0ynmagzkao3maAzkaTp6mlaMhc7SmMrQmfDonbDonLMLjII7HWIvaKIraEBqtzVBPrUTKaZaJkSUi7hh7js89+zYypSrF0iKzk6votPOsGl/gnW8+xDvumyabkaA9UA5+1iKXEwwOSjIZgW13i8NixZSWFqOWGWGoE0NYhJOWFkkJ1jnTym0qMuXExWeNcb5xzJxX+mke1zbIbzG+LKENsVMxrBjkYcz3+5fzvC7UKNwdNr0Ys2tShWu1IVXdUqU2gwUgSZU6D6QHTgackhn56BRMGTTpGPWrN9Kxh38A6Clglx56BOwl8FuP/xYf+uovwOnbYPV3oP1RxI5/CddK9DYB3WDUOYW1K8Z6PsJ6PsTeHSJPRSuabyvzgxxAaNRai+RKh2SHR7zDJdnholYvlz7EZILYncDzCp4DvUuiD9pG8TkLCiETpEgQMp2EQnTb+HS7UGqRziUqsdFapsQvJX/n5TVobCvGtUNcKzTzpSk6Z/1C+1z8b45Xo7bmUdYvXEHJC5eJ0gUIlOe8/IjTpSehxFnE6FyidNF5kKfZudD+y741lbFgK7AtnS7TZr4VM1yyi0UN+4H96fyANPOjcH6Pam3eK6mWOih051IqhJVgWQppmXVLasLAoTo/QHlwnsp8PyC44ZpF3n//HLfd1EApSBJwbMjmoFyGfB78CyQ/GAN9AFETdCctO1ppTMQrGCWhtfFhLTxrcrWqL5oSJdKQrdIOKG03ni5IYyaSZX+YBpIYKk+bczSPQdI6+xp2AfJbobTNeMLyGw1x0sKQOK3MlASmJJl00tJi1hzrDRiFzc4ZxavrhdSY471h8Mr00MM/BPQI2KWHHgG7CB469hD3//X9zGVfD3N/Dle9Dw5/GV7zAEzebUqJOzHz0xc5iQtcwZKiJa5WuFeGuIUQNwlx4xD3UIi7N8Tdny4fCXEbK4lLcGHi812Qnpf7u7d0jXT9uyA+3w2UEkSJjWtHLDT6ma0PXYQc5c4hR4V01Om5+/q0E4swkcQiwbY7pj2UsojjDFGYIwjzqDiz4i7SstvSMIEVGFc4V7ewd4SIyxV6q0W8yScayax8EeQXFynMzlGamadvtkpppsrAbJVcs4Xo+uQAFQvaLZ9OO0O75dPqZAkCM7XbPkGQIex4BB2PqOMRdlw6bY8kfulSmOvGvPGeOd7/7jnWjIdpv1HIZAzh6u83y/bKl6eVUZvijjGo63jFiMVX6HsK5mDxOaNyLe5aHlHojy23+cltTNUzVpQL0+uEVag+b45tnTD30YWwzHn6roL+VxkS5/adfw9ap+XRekr4tCFb/qiJjvAGzahHK2WdXZVuifh1VTuRkrIeeviHgR4Bu/TQI2AXwUe/81FsafMr3/gIbx0b5nNnJnlHtBGShPvVGhwrwZYxjhXjyBjHi3GyMW42xPUiXCclOmp5svUPpglOGDuEsXv+lFxg23l/c4gSZ2luJntpvyDy6EQZgihz3vFB5KXrFrGyiRJ76Vxh4hLEDmHkEcQ+QeiTKBfXjnjTtV/gC7veRBifPdrMslu4Xh3XbeC6LTJOE89p4jltMm4b32lhWRGddol6e5Baa4Bme4BWp0QQZtD64sRFiATfb5Htr+PuiJDbNWorxJscOusztNbkSTLLX8h2J6IwU6c03aBvukl5qsnATIPybB0vik1yuwiRIgYUStkobaOFjZY2OA44NsJxsGwXISRSgK0EnoCMhIwrsAV4NniOQFrgOhDFklbbptW2abRsOh2besNm97483/hWmX/3i8d58w8tonWqdmWhrw9y56pdOjEm9qgJqqsudUuLL+N30toQpMpuQ5iqzxtPFhjPVH5zqk5tT0mPk44edM08bkHjMFT3Q2WXGam4stwoHFM+LF8HI6+F3IYLlwG7Pi7VNgqXSoxvKzMOmTXgD4GT77UJ6uH/79EjYJceev9qXQQ3Rke4/8lP8bfjCa/1j/PNUXjX1D4+sQZuyxwjFC6B9Gg5OepugbpXZN7OU3cKhIkNLY2uKdQiJLOCcMGhHWSXpk6QSZdzdMIsnTBDJ8wQxt7LkCjnrH2ipNuO+GIwfi+RBqOacuR3YzY2ioHsljYBpSVaX/yjI1D4bgvfbePbbfoytVTJa1MLCnz66Xewdc2TrB86RNYOyTkhWTtEJZJmUKDRyVFt9jHfGqLSGGM6KNKJskSxg75AiJgQCtuO8P0GuWyDQqFCfk0TvU0QbbXpbPJprc5TGy8xPzS2PMIOyM01KE03WPvEacrTbfpnQwbn2hSrCYm2SbSN1jZK+GDlgdXEniCxLbAsLF/ieALHSXCsGEsqpIqNuqlCXBXhiYisa1SpTAZ8T2DbFo4nkTKdr/SxA6b7Y5w+T4MgnOfeuyrcdWuVbBZyOUO8stk0+FVrIDKjYeNGSnjS91tkVihCK7K4UGbSwniymoeh8rwhXvWDqR/MMeW/sTeYiIjCdnALxt8lXUOQ6oehvjM1ze+FcEXiPADSeLb6b4TRe41Z/rxEfG1KozpMSVfaa0u6xquVGTNmeadkCF8PPfTQwyWMHgG7CJ7uwAOjmvHSm9Gtv6YvfzV/Mf4in9PDjJT7GelMMxjMIcMFCDFdoFO0Q5/p6sjyVFtenm/0U2n3UWsXqHaKhMrBdzt4bhvHbhMlDs0wR7NZoNkp0GoXaAe5FeqORsoYKRVKL2d7XRjKjNZMDfei6wfTGp16wl4+jMtcQ2l5fjufldcRCbZMcKwQz+ngOx0ybots6vHynA6uFTLGJCibstNhcmY7lWY/1XYfrTBPrC5WEtLYdkQuXyefq1MqLDLQN8vg4Axia0xjfZ7qWJnKeD/V8X5OjG0izPlLR1thTP90hTWn5hnceZzBuYD+RUV5IUHGPkq5KGxi7ZJoH637CXwLKSW2DbYLpKKRnX7vS2kqzHYCMgI3sbCVhWdDPguFvCFbrge2pTH+pxiUMbxLHQIhWgWEbTMSUUqBZWlsWyIsC9sx3RAsWyAFFKXmR95aoZCHfAE8BwSJISxBC5L6cksfYS/7nUhAdAceiHQkYOqJ6kwahWvhGVNaTFpmn+xaGL7blBQLm0w/RLfPkLHmCZh7wpCt+gFoHmf5wyFZ6mngjcDATTBwM/TtSK+58m1N0lyxMCVe3XvzjTfLKRmFyxswqfe9fow99NDDPyD0SpAvhemHmHvkfh4au4u7ph/m/tIDfOvQq/FeDPD3tyidrDCePcN4/xlGy1OMlKYZKs4wlJ9jILNAn1+h5NeWpgtFFASRy0xtmKnq6Nmk7RzyNlMbpN4pIoUxZWtAK0miLOLEScnUhWFbAZ7bxHeb+G4Lz2viO61Upeqk5b02rhPgyhhbxlgyRiiJUkZlixPPKG+RS6Odo9Ep0QryNEOj4AWRT5h4RInzkqXAZZyfJmtZMblsnVKpwkDfLKODZxgqT+GNtKiuKbE4VmZxfJDK6BALI4NUh/pR1vK1CpU6Q9OLDE1XGJppMDjXYmCmRaGuUJYLwkZJF4Rl8kAtsKTGsgW2Y/zdlqOxHRNBa7tGK7SFxNES3xJ4EqSWSC0QUiIl+BmJ50kcV2DZAssyhFVKo2w5nsSyBI4Dti2wHYGU6fUtgZQaKRKkMKZyoSNQkZnrKBWKJN04XMFKA30328pOeyia12dGBlqpH0tiSo8WhAsw/yTMPwHzTy23+fEGTSxE8TIzWtHpS9WtwBCuxiFDuBqHzTYwf5cuxE2WkuvL10H/DVC+3vRSXHq7NUvxFjo0RFRY5hg7HZVo+yn5GjBlRcvvka4eeniF6JUgLz30CNjLYM8jv8KOiV/lS8dfw1cO3EM7zNEM8jTaOVqtPM12jnYzS7uVo9XO0e5kabbzdMKzQ6uEUAzk5xkpTTNSmmK0NJ0uTy9tGynOMFKaZrg4g2OfHxYaxTaz9UHmGwMsNMpUWn2mV2C7QCfIEQRZwsgjiV0kNlk3Iu91cO00sTytQGkNCcrEVmpIhCZBE6OJBSjSdalIUOl/3WMFKhVWtFIIKdBCm+98qbEExIlHo12m1ihTa/RTrfdRqQ1QbfQzVxmi3ckxPDDFpjWHGSzPMlg6Q7l/hmiNzezoCPMjo8yNjjA/PMz88DDNQn7pGVhRwuBMhaHpGoPTdYZnmgzOdijPt/FDCZYEy0b6NpZnY3s2jmvj+uBYKWdYwU1sZ6lIt9TCyAEcYbZJDVqZhuhaa2wbPBfyeY3va3wfo1qlEymxk0JjSW3IUzfYtIvUA760sLR+Eegknbom8i558UzMgrAuHqMQt2DxaZh70hCu5rH0QWZNm5/idpOhlRk3jambR03mVpd0dQNTsSEzbJ5UuLDcEDu/OSVcNxjjfNeL1VW3dJTGTaSlRDtryJ2dT0vBKVl0S2k/SL8XCdFDD98DegTs0kOPgL0Uph9i8Qv387tf/hl+5p7/wf2/+wAP7737rF2ESLCkGWGltUz9US/1q11jyxjPbZPzGhSzFQqZKnmvRc5tkXfbFL06w8V5RouzDObnGCws0JetkPNbZNwWvtfG97oKVgtLnm/uV1oQRFk6cZZ2lKOdLneiTLqcox1naUcZgthHYSG1MiP8zW2C1sY/Zql0o0ojpAQJAq01SiniODEEBUUkJErEaGFKn0poUAJlW3ScDG2ZZVf9VRSvqzA3OsbM8Dgzw+PMDgwT28u+nkKjyejsPGMzC4xOzTE+PcfobIXBWgPLkWjbA+kgHBvhWNiuh/RdLN8D20O4DkpItCUMSdQCgcS2hAlgFQJHSBzLGOGdtJfzyv8dHMeQrVxaTvRc8LyzLGR/t+je3MUIilagA6i8aEqEC0+bXC0dm5JkfqNpv1O6CjKrDdGqHzKqVuuYGeVoLmBKkP4IoKEzY3K50GAXof96M5WvN7laS+pW17+V5ojJjMncckqmr6m0TE4GyhA1p5Qa6L0e6eqhh/9D9AjYpYceAbsYph+Cb9/P237zAf72ibu56/KHeODn7l8iYUIobCtCoEmURaKWyYMlI0rZCgOFeUb6pllVPsOGwQnG+mbwvcB4sZBoJEKkxSVhfEWmo4tJBhcp2VnpOzc+am36M2qF0ArX6uA5bbJ2E99ukXFaZJ0WvtMk47Tw7SYZp43vNLGt88ma1tCJs7SSAs2kSIMiNVGmJvpYlP0sWIPM20PMuWZquVkC1yH0bCLPIXIdAsem49iEjk3guunkEDhmUtb5pFQmipGFCmNz86yam2dsdo5V01OsnjtDsVE1T8m1kZ6D9Gyk4yItgbQscCy044BrISwLLSVCaCyhsCzwpMYBXClwbIFraRxLYklTIjSVLUGiBArH9DsUFrZnkfMltm/j2haWZRmyILuxFWmW1FLbnfRNk93Xt9KXdyGP3opt/yekQysM6YlN6Onc48bDVdmzrE5l1qQK1xUmBb49YZLpG0egdZplr9agSabPrjbKVWvCtAuKGyzlevVfb1Suwub0+hdQt6yMIVp2nwk+7Xq+kjQuQnRJV65Hunro4fuMHgG79NAz4V8M80/D7Q/An98NaPac2cZP/NEfcePGp3h4790mzFRLRvunWTM4yerBSVYPTLF2cJLhwqL5jhYCVGK+n+imTykEEqUUaAulDBFTCpSGOLGIw3S7lqnoYZEIiDxDasKMR+D7BJ4hOp2MT8f1DBHyXULPIXQdIs8xy93JsfCsDiUW6NMLlNU8/fE8A/EsQ+EsI53ppWlHZz/5uHn2MzG+cebdfqb9EWbjIeaiYRbsQRasASrWABXRT40SdVWipfsQscSLYrwwwgtjJof6ePimK3jP57/NHY+9iB0lWMRIYiw0WBKZGyQeXIP0HJRUCEshHY30LBzXZIV6PvgyxrUUWds0IPAssKSFJQVSGA+WaSRtfmQorYkTk/9pBiVo/Az4XoJlgWsHKdfV5s0IuplRKlV50gDQJYgV5cWUjOm0Brk0+pCUrMkVJE6w3By9Wz5cSeRWkLklD5RcJizB7HIWV+WFZR+X2w9915g+iNKHYMqQrdlHln1bVhZy62HVWwyxEpYZ7bjwDMx9Oz3PAAzeakqLpWsMmdJJmr9VM4/ETpPl7WI699J4C5mm3AfG0C+c1ESfS/1pPdLVQw899AA9BexlsX077N+v6c9V2DZ+knUD06wbmGLtwCSjxQUsGZOORSO0XTq2S+C5tF2XwHcJXEOOgoxvVCHPoeN6dFyX0HXp+CmJ6ipGrkvHdeisUI8CxyZyvjuuLJUyxCeK8KIYv7scRrhRjBfGuGGEH8W4UYwfRWSiiGwS4cVmXgzr9MfzlOM5iskCBbVIXlXIUcEXNTyrjifreFYdR3YueB9h4tOJCnSSAp2oQCvJ0ykr5GwGGxBSIGwBjot0JcIWWFIbP5ktkI6FbQksy8IWJm5BCBNGIfQKgrQUsqlW+KUSlNIpidWmpaEFtmWuKwWI88xZXGBdn/PnC+y3dC+sqGN25+oC2wXnn1+viIro1oJZ3ldrUwoMZsxmK2MaWPtDgGWIWPPocqNq4RiylVtvSor5zcbwXtsLlWdN3ETSNspUaUeqcl0HmVUsj9qMU+NcFpxsWk4sLLf/6UJ1RzMqE3Dq9K1IoO+hhx5+0OgpYJceegrYy+CN34HaqSlW6wqBm2G3u4Wn3SsMQUpJkyFT310ukdDaEJ84xo0SQ5BiQ5LKYYTfbOPHEZkkxk/Mfpk4IhObdTeK8aIEP4pwwgQ7iHHCBKeT4MYxVqSWOEFXRLGERkiNY2lsobFSI7oldOpr0stGb52mh2sL1DAwRFub1pOzK1+IViRagApxZQOHGo6o48iUnIkanqziyRr9uTOMW1UsEaKHV6o7sLJsZ0QrkXb1PkcxSRUUfVaZ76wdzp53eYxYSbVWEqCLHC/OPb84e/Xlrn+e0vNy5+ne2oVIYHqvSccoUNm1hkh1ZqC2J+16LgxxKl9nvF65jSYGQoXQOgq1gzD1FVOGBJMcP/xa6L/W9GoUtiFc3Qdm5Y1/yy6moxPT0ZUroSKjdGltBgT4w4YU9khXDz300MPLokfAXgaP9MOZ8iidep7+ZhsvjinGCUP1Jn5cNSpTkuBHCV6qJrlhhBsm+FFo/h53FaiYXBKRUTG+inEFpqQlDZ2wJMiLh20tIyVIxgQPyTkiUKK6ao8+KwrKGNHFkiCDkmihSSzANlfWQoBlm97c0kJLgRaSOC2eLpXzoBvtaqIaHEUiyyQ2JK4icRSJA5ENHamwibGCNtnaborBk3ScK5Eig7BdhOsjbC9tH2OjU1+VIWLdoNAEsbRs1lWi0lKu2W7LBMdRWFJhyQS5tO/K41KFbEkp687PmVR3FF+y4hx6xXlWliYvch0udO0L7PPdonXSlAnzGyH/WqOC5TcY8qNi0+an8gLU/wpq+8zrkJ5p8zP2Bui/Gpy0Kbaw0yiIjCFbbjFVty5SLlShmbqxE/6IGdkoe8GoPfTQQw/fDf7eEzAhxEbg3wIlrfU7/66v/53Tn+fx7/x3MpVRpCIlAcY/ZJLhNQKFFApLKITUJg2922xZaIRIzLqjEI7ZH6GXz5Um1S9tZ/m8QqRkC5XmQOmz9pHSXEeK7nnU0rx7jqW57q6rtHyX5k6lvfIMxVpx7aWpe9xLoNtsOgCaL7WjQS468D29H98bur4ruWKyMP6rdPlC8252VtejJaQ5Rnb9W101q/u3leb8ledamcd1bjaXPPv8Z11Xnr29cQxmHoQNPwkjr1l+eXHL9Gis7IbaixDOm+3ZtTD+eui7GopbDKmyfEPG7FxqiM+eX048F0lgSByY4/1RQ9h6pKuHHnro4XvGD5SACSH+BHgTMKO13rFi+33A72Cilv6X1vr/vdg5tNZHgZ8UQvz1D/JeLwZ31y9yZ3IACt/b8XrFiEdWLC+ti+6yPGvf5Umc9UUsuibts0iBzcoRemddQ6+8fnoNbZnz6vScYtkgLrrXWDHSTwuJwGwXwhjFhZBIKc4hDcZUrpdM5cvERKf7OPVn8StfJSjeRZxZb0iojo2LTpn2O0LHaGUmVIzQEZIYKSIsYQJKhY4QXTWm6z/qJqqfh64HKznfvrUEkXqdUiVOeulIvTRva+lvK5bPmjtnT8JK35fUeCbstIznpEqfu2y4X3qGL4PB28yIxr6rTfr84nOmR2PjiHltVsaoXH3vNMnzmREQGVNC7JYTLffC5cSzPrR6+XkKwMoZxczO9Hou9tBDDz18n/CD/tf0z4DfAz7W3SCEsIDfB+4FTgNPCyE+hyFjv3HO8T+htZ75Ad/jS+POL7Dzb3+dWuFmtLBSdSkxHiUkykrJT6pu/P/au/8Yy8r6juPvz/01syzsrghpFFxRoRZCKChCUTBLQii2IFRNAekPKoGiAWppGzVt0jYN0cYmVq0p4Vc3/REMtZSyKQbaWlz8UVlFA0sJhgKNW5ryy2xR6+7Mvd/+8Tznzpm7987cmTtz7tyZzyu52XvOec453/vMmbnffZ7nPCdoAE1EA6gj1bvzanW/Yjv5MXed0k10kXKgZjM9kDk/ajD926cnKEg36kUH2kVvVtZuzw0lktJko91j1UmTiU6nea1a+ca1eiPPYdqv1ylSN+fsbPqePziTXjMzaV25p6pWpzvLe7/5sg5uOYuZLW/j4BFndKcpiKB7d2Inf45mCzblGJstaAw7IXrk5xx2DkA7/9s5mB/kXFruHEgtO4eULcr3lJv9Uf9949AJc4ejnLw1exK4IjnL7+tTc0meGinZeuYv0lgwSM9XfO2F8KpTYcvJuWXrsHx34uFzrVuL3X0YkT/fbLogG5vT4P76pvRDNTOzFbWqCVhE7JZ0XM/qM4CncssWkj4PXBwRHye1li2LpGuAawC2b9++3MMcasvxPDd7GVtaR6feP4qEKSViqW0pZTyK1IJTizYwQ7Rnic6BlBNEdKdEkESzWaMxXaPeSC1JtTxHVaETKRlpt2G2w7yx2Z3ScjGQfmoqJT612lyC1WqmhK6eJxktEqylzgRQU04O89jqwzaVYokUXzsPnTpwEGZmU3LWyVOOFTf3pRhadLacTXs25TzF52hNweatcwlov0RwKKrlZwpNpyntV1sxPUN7geStb+JXLOfksH0AOj+e2zb7v6V9i1a+A0CkAfbbL4Wj35EeUN04PM3zVXQLashf627SNZOz5s2waWuawsJJl5nZqhpHf8IxwPdKy/uAMwcVlvRq4CbgNEkfy4naISLiFuAWSNNQrFy40OhAs/eIEkX1zbSbtPN8lJ1Sy1O9Bq2poNHssKmRnuFYr6fxYu3ZNIlldGZpd9p0Zg/QVvGQ7HTnW10BtTrNhtKcVrUa9Vp65mCzVUqwaqlnaLkJ1ihqglYeTgUDkrPZlKDN5Jaz2RloteCII1LrXKvRv7VsMtTmWqg4fP7A+mKgvXI2Xb7TtNgO88d9decBK5brubUViIPwwjfgmAvS3FpFV+ZSnpcYkRK9yNlxc0vqnqz7YddmZlUaRwLW76t2YMIUES8B165eOMOJSElEpz2XZBUtO406TE+nFqJ6HrNd3C/YaYtO1GlTZ7YNyt/DxRCreisnTnWoqwNq02p2aDY7tBodmo02zdoMqrWpa4YGB/Ng/WJuKKUveGppTFcxuee8STzHozc5W5Pm3c3Y7n/3YiqYk6g+l293wLxS61MeC0djem4Qfq2RW6aKQfh5DFitUdo3/7yKSVqL9eXXkW9ZxmfspNY0ZoFaKenyw67NzMZlHAnYPuB1peVjgefGEMfQVIODP+5Qb4jp3NWn3N2HND/h6uTtaaw6zTz8pp4nRa83Uhdho55agZotaDZy91w9tXAt2ho0aGqFTjFtQn4uX3duihydSl/kvXfYTZJigrPu1BDtvFxKoDp5uZiHQ2k1tbzQnQIsNxmqmZKh7iD6Rl5uzSVR5WSq20JV3AzRkyiNu06LpCtmUyzNrTnpmhp/bGZmNpYEbA9wgqQ3AP8FXAa8fyUOLOki4KLjjz9+JQ7Xte2oKaamZvK0EnMD1mvqpBvccsJUrwWqqTvQvdkIGi3Ryo0cxfq5r7+eiUCDPKlXaV1vMha9K4tZ0/MI+26iRe5ummUuWcmj/yPPcdXJo+qLRI3Sft3EpHw3Y23u2L2BLdqF2PeD5FH3paRJPV10RWarorWPUmz5TsNafW6wea2V7zos3Y1YTA1Ry81xtWIaivI0E+tAtHPS1UmftbUljQ+rT6+fz2hmtk6s9jQUdwI7gKMk7QN+PyJul3QdcD+pc+qOiHh8Jc4XEbuAXaeffvrVK3G8wpGveS3ROLw7yF1KiVSrNfdK3Yhpdvm55073m9X8kKAXKdOz3K/8vEfcxKFly91o/cp3k7PSpKTkFrVOHrRFMUFpJ/WjlsPoJkk5qZn3GJ0+cRU7qZYGjku5ZSZnqsrddfVGT6JUy0lUT5fdRtZNutop4Wxty3c/+mHXZmZr2WrfBXn5gPX3Afet5rlX0rHHguoHqNUitWApukOwklJCE8BsMRK/50BFsWHXD60YO1QeQ9RvfW1567vb1afrM83j1X1uYKfo/oxSYlZ0y+UxUt2JSgd94AUqouhO7SaO5d0WqsDFKneB7WstkSkedk0ntfRNHZlno3fSZWY2KTyr4hAO2/oquvM9dQdM9xnv0y9hgT7ddiu0fi1/2ZbHppUf99M5mLtFB8ys35tUzd/YpwVwiG0LPnB+oWPCsh4VVD7vwJ9RT1fz0NtISezUUTnpGvDIIDMzW9PWVQK2WmPA2HT0yh5vI+gO7l9Xl9h8iyV2q7WvZ6M3M5t462oQTUTsiohrtm7dOu5QbCOQFnjVFn7V6gu8Ggu/zMxs4q2rBMzMzMxsEjgBMzMzM6uYEzAzMzOziq2rBEzSRZJu2b9//7hDMTMzMxtoXSVgHoRvZmZmk2BdJWBmZmZmk8AJmJmZmVnFnICZmZmZVWxdJWAehG9mZmaTYF0lYB6Eb2ZmZpNgXSVgZmZmZpPACZiZmZlZxRQR445hxUl6AfjPPpu2Ar0DxIZZ17t8FPDiiGEupF9MK7nfYuUGbR92/Xqvv8XKLnWbr8Hht7v+hiu32tfgatffoJhWcr/1dg2+PiKOXsHj2WqLiA3zAm5Zzro+y9+sOs6V3G+xcoO2D7t+vdffYmWXus3X4GjXoOuv+mtwtetvLdfhpFyDfq3910brgty1zHX9yqym5Z5v2P0WKzdo+7Dr13v9LVZ2qdt8DQ6/3fU3XDlfg6OXm/Rr0Na4ddkFudokfTMiTh93HJPK9Tc61+FoXH+jcf2NznVoG60FbKXcMu4AJpzrb3Suw9G4/kbj+hud63CDcwuYmZmZWcXcAmZmZmZWMSdgZmZmZhVzAmZmZmZWMSdgI5L0Rkm3S/rCuGOZVJIukXSrpH+QdP6445k0kk6UdLOkL0j64LjjmVSSNkv6lqQLxx3LpJG0Q9JD+TrcMe54Jo2kmqSbJH1W0q+OOx6rhhOwPiTdIel5SXt71l8g6UlJT0n6KEBEPB0RV40n0rVriXV4T0RcDVwJXDqGcNecJdbfExFxLfCLgG9rz5ZSh9lHgLuqjXLtWmL9BfADYBrYV3Wsa9ES6+9i4BhgBtffhuEErL+dwAXlFZLqwOeAdwEnAZdLOqn60CbGTpZeh7+Xt9sS60/Su4GvAP9SbZhr2k6GrENJ5wH/DvxP1UGuYTsZ/hp8KCLeRUpi/7DiONeqnQxff28Gvh4RNwJuxd4gnID1ERG7gZd7Vp8BPJVbvA4Cnyf9r8X6WEodKvlj4IsR8UjVsa5FS70GI+LeiHg7cEW1ka5dS6zDc4GfAd4PXC1pw/9tXEr9RUQnb/8+MFVhmGvWEq+/faS6A2hXF6WNU2PcAUyQY4DvlZb3AWdKejVwE3CapI9FxMfHEt1k6FuHwPXAecBWScdHxM3jCG4CDLoGdwDvIX3x3Vd9WBOlbx1GxHUAkq4EXiwlFDbfoGvwPcDPAtuAPxtDXJNi0N/ATwOflXQOsHscgVn1nIANT33WRUS8BFxbdTATalAdfgb4TNXBTKBB9fcg8GC1oUysvnXYfROxs7pQJtKga/Bu4O6qg5lAg+rvR4DHEm8wG76ZfQn2Aa8rLR8LPDemWCaV63A0rr/RuQ5H4/objevPupyADW8PcIKkN0hqAZcB9445pknjOhyN6290rsPRuP5G4/qzLidgfUi6E/g68GZJ+yRdFRGzwHXA/cATwF0R8fg441zLXIejcf2NznU4GtffaFx/thg/jNvMzMysYm4BMzMzM6uYEzAzMzOzijkBMzMzM6uYEzAzMzOzijkBMzMzM6uYEzAzMzOzijkBM1vHJD0o6fQKznODpCck/c2Q5Y+TtHe14xpw7m2SPjSOc5uZFZyAmVlfkpbyrNgPAT8XEVesVjwraBspXjOzsXECZjZmuTXoCUm3Snpc0gOSNuVt3RYsSUdJeja/v1LSPZJ2SXpG0nWSbpT0bUn/JunI0il+SdLXJO2VdEbef7OkOyTtyftcXDru30raBTzQJ9Yb83H2SvpwXncz8EbgXkm/2VO+LumT+TyPSvr1PsfsW0bSDklflnSXpO9K+oSkKyQ9LOkxSW/K5Y6W9Hd5/z2S3pHX/0H+jA9KelrSDfmUnwDeJOk7+byvkbQ7L++VdM7yfpJmZsNbyv9wzWz1nABcHhFXS7oLeC/w14vsczJwGjANPAV8JCJOk/Qp4FeAP83lNkfE2yW9E7gj7/e7wJci4gOStgEPS/rnXP4s4JSIeLl8MklvBX4NOBMQ8A1JX46IayVdAJwbES/2xHgVsD8i3iZpCviqpAeAGKIMwE8DJwIvA08Dt0XEGZJ+A7ge+DDwaeBTEfEVSdtJj3k5Me//U8C5wBHAk5L+HPgocHJEnJo/128B90fETZLqwGGL1LuZ2cicgJmtDc9ExHfy+28Bxw2xz79GxCvAK5L2A7vy+seAU0rl7gSIiN2StuSE63zg3ZJ+O5eZBrbn9//Um3xlZwN/HxE/BJB0N3AO8O0FYjwfOEXS+/LyVlKy+d0hyhwE9kTEf+fz/QdzrXKPkRIrgPOAkyQVx9si6Yj8/h8j4gBwQNLzwE/0iXEPcIekJnBP6edgZrZqnICZrQ0HSu/bwKb8fpa5oQLTC+zTKS13mP+73fvA1yC1YL03Ip4sb5B0JvDDATFqwPqFCLg+Iu7vOc9xQ5TZwXCfsQacFRH/17M/HFqvh/zNy4npO4GfB/5K0icj4i+H+GxmZsvmMWBma9uzwFvz+/ctUG4hlwJIOpvU1bef1E13vXKWIum0IY6zG7hE0mGSNgO/ADy0yD73Ax/MrUtI+sm871LLLOQB4LpiQdKpi5R/hdQlWZR/PfB8RNwK3A68ZQnnNjNbFreAma1tfwLcJemXgS8t8xjfl/Q1YAvwgbzuj0hjxB7NSdizwIULHSQiHpG0E3g4r7otIhbqfgS4jdSd+kg+zwvAJcsos5AbgM9JepT0N203cO0Cn+MlSV9Vmgbji8Be4HckzQA/II2fMzNbVYro7Z0wMzMzs9XkLkgzMzOzijkBMzMzM6uYEzAzMzOzijkBMzMzM6uYEzAzMzOzijkBMzMzM6uYEzAzMzOzijkBMzMzM6vY/wPzjUFPP71+0QAAAABJRU5ErkJggg==\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_all(nucleation_total)" - ] - }, - { - "cell_type": "code", - "execution_count": 141, - "id": "3fdba119-461b-4e45-910a-37818c7409a3", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_solve_fraction(nucleation_total)" - ] - }, - { - "cell_type": "code", - "execution_count": 142, - "id": "234ec4aa-dfa6-4f66-a31e-919484017ada", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 1.0, 'petsc')" - ] - }, - "execution_count": 142, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "trilinos = nucleation_total[\"package.solver\"] == \"no-pysparse\"\n", - "petsc = nucleation_total[\"package.solver\"] == \"petsc\"\n", - "scipy = nucleation_total[\"package.solver\"] == \"scipy\"\n", - "pysparse = nucleation_total[\"package.solver\"] == \"pysparse\"\n", - "pyamgx = nucleation_total[\"package.solver\"] == \"pyamgx\"\n", - "\n", - "plot_all(nucleation_total[petsc], color_by_suite=False,\n", - " by=[\"solver_class\", \"preconditioner\"])\n", - "plt.title(\"petsc\")\n", - "# plot_all(nucleation_total)\n", - "# plt.ylim(bottom=1e-1, top=1e3)\n", - "# plt.xlim(left=1e1, right=1e6)" - ] - }, - { - "cell_type": "code", - "execution_count": 143, - "id": "b7ed24c0-72c6-42d9-8e73-e9a2930aac9e", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_solve_fraction(nucleation_total[petsc], color_by_suite=False,\n", - " by=[\"solver_class\", \"preconditioner\"])" - ] - }, - { - "cell_type": "code", - "execution_count": 144, - "id": "5b016c9c-6869-4f7f-867f-a3c60fc3d0ea", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_solve_fraction(nucleation_total[trilinos], color_by_suite=False,\n", - " by=[\"solver_class\", \"preconditioner\"])" - ] - }, - { - "cell_type": "code", - "execution_count": 145, - "id": "1550708b-11ab-445f-8fb0-d1bec8512f1f", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_solve_fraction(nucleation_total[pyamgx], color_by_suite=False,\n", - " by=[\"solver_class\", \"preconditioner\"])" - ] - }, - { - "cell_type": "code", - "execution_count": 146, - "id": "03ccbda5-d14f-42d5-9985-5e37d99fabc5", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_solve_fraction(nucleation_total[pysparse], color_by_suite=False,\n", - " by=[\"solver_class\", \"preconditioner\"])" - ] - }, - { - "cell_type": "code", - "execution_count": 147, - "id": "82970b8f-789c-4d2a-8656-8eef18d1e613", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_solve_fraction(nucleation_total[scipy], color_by_suite=False,\n", - " by=[\"solver_class\", \"preconditioner\"])" - ] - }, - { - "cell_type": "code", - "execution_count": 148, - "id": "4c0056f2-1d1f-4354-9946-4f80beb0d309", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_by_solver(nucleation_total)" - ] - }, - { - "cell_type": "code", - "execution_count": 149, - "id": "4a36326a-7146-4442-9209-84ea39d5dbf5", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_error_matrix(nucleation_total[(nucleation_total[\"package.solver\"] == \"petsc\")\n", - " & (nucleation_total[\"solver_class\"] == \"LinearGMRESSolver\")],\n", - " nucleation_total[(nucleation_total[\"package.solver\"] == \"pyamgx\")\n", - " & (nucleation_total[\"solver_class\"] == \"LinearPCGSolver\")],\n", - " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", - " fname=\"t=301.0.npz\", key=\"phi\",\n", - " diff_fn=extract_and_diff)" - ] - }, - { - "cell_type": "code", - "execution_count": 150, - "id": "9060cfa0-d6aa-4ba5-863a-99b589d8253f", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_error_matrix(nucleation_total[(nucleation_total[\"package.solver\"] == \"pyamgx\")\n", - " & (nucleation_total[\"solver_class\"] == \"LinearGMRESSolver\")],\n", - " nucleation_total[(nucleation_total[\"package.solver\"] == \"pyamgx\")\n", - " & (nucleation_total[\"solver_class\"] == \"LinearGMRESSolver\")],\n", - " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", - " fname=\"t=301.0.npz\", key=\"phi\",\n", - " diff_fn=extract_and_diff)" - ] - }, - { - "cell_type": "code", - "execution_count": 151, - "id": "34b3780f-89c6-4135-8dd0-9a17228f3a49", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_error_matrix(nucleation_total[(nucleation_total[\"package.solver\"] == \"pyamgx\")\n", - " & (nucleation_total[\"solver_class\"] == \"LinearPCGSolver\")],\n", - " nucleation_total[(nucleation_total[\"package.solver\"] == \"pyamgx\")\n", - " & (nucleation_total[\"solver_class\"] == \"LinearPCGSolver\")],\n", - " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", - " fname=\"t=301.0.npz\", key=\"phi\",\n", - " diff_fn=extract_and_diff, vmin=1e-16)" - ] - }, - { - "cell_type": "code", - "execution_count": 152, - "id": "4fd74c91-c197-418d-b24d-d18c459151dd", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_error_matrix(nucleation_total[(nucleation_total[\"package.solver\"] == \"petsc\")\n", - " & (nucleation_total[\"solver_class\"] == \"LinearGMRESSolver\")],\n", - " nucleation_total[(nucleation_total[\"package.solver\"] == \"pyamgx\")\n", - " & (nucleation_total[\"solver_class\"] == \"LinearPCGSolver\")],\n", - " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", - " fname=\"t=301.0.npz\", key=\"phi\",\n", - " diff_fn=value1, logscale=False, vmin=0)" - ] - }, - { - "cell_type": "code", - "execution_count": 153, - "id": "d65c3eed-e378-4fae-91e4-5108eb836d16", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_error_matrix(nucleation_total[(nucleation_total[\"package.solver\"] == \"petsc\")\n", - " & (nucleation_total[\"solver_class\"] == \"LinearGMRESSolver\")],\n", - " nucleation_total[(nucleation_total[\"package.solver\"] == \"pyamgx\")\n", - " & (nucleation_total[\"solver_class\"] == \"LinearPCGSolver\")],\n", - " by=[\"package.solver\", \"solver_class\", \"preconditioner\", \"numberOfElements\"],\n", - " fname=\"t=301.0.npz\", key=\"phi\",\n", - " diff_fn=value2, logscale=False, vmin=0)" - ] - }, - { - "cell_type": "code", - "execution_count": 154, - "id": "ec99f16c-7e03-4b3a-afe7-91941adb60a6", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_error_matrix(nucleation_total[(nucleation_total[\"package.solver\"] == \"petsc\")\n", - " & (nucleation_total[\"numberOfElements\"] == 10**6)],\n", - " nucleation_total[(nucleation_total[\"package.solver\"] == \"scipy\")\n", - " & (nucleation_total[\"numberOfElements\"] == 10**6)],\n", - " by=[\"package.solver\", \"solver_class\", \"preconditioner\"],\n", - " fname=\"t=301.0.npz\", key=\"phi\",\n", - " diff_fn=extract_and_diff, vmin=1e-16)" - ] - }, - { - "cell_type": "code", - "execution_count": 155, - "id": "85b2400c-5487-441f-a504-d3d11d21054d", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_error_matrix(nucleation_total[(nucleation_total[\"package.solver\"] == \"petsc\")\n", - " & (nucleation_total[\"numberOfElements\"] == 10**6)],\n", - " nucleation_total[(nucleation_total[\"package.solver\"] == \"pyamgx\")\n", - " & (nucleation_total[\"numberOfElements\"] == 10**6)],\n", - " by=[\"package.solver\", \"solver_class\", \"preconditioner\"],\n", - " fname=\"t=301.0.npz\", key=\"phi\",\n", - " diff_fn=extract_and_diff, vmin=1e-16)" - ] - }, - { - "cell_type": "code", - "execution_count": 156, - "id": "ada13d7c-6041-4df8-858b-66e374cd6a98", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_error_matrix(nucleation_total[(nucleation_total[\"package.solver\"] == \"petsc\")\n", - " & (nucleation_total[\"numberOfElements\"] == 10**6)],\n", - " nucleation_total[(nucleation_total[\"package.solver\"] == \"no-pysparse\")\n", - " & (nucleation_total[\"numberOfElements\"] == 10**6)],\n", - " by=[\"package.solver\", \"solver_class\", \"preconditioner\"],\n", - " fname=\"t=301.0.npz\", key=\"phi\",\n", - " diff_fn=extract_and_diff, vmin=1e-16)" - ] - }, - { - "cell_type": "code", - "execution_count": 157, - "id": "038191ff-9b57-4949-8532-bb79f87024a9", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot_error_matrix(nucleation_total[(nucleation_total[\"package.solver\"] == \"petsc\")\n", - " & (nucleation_total[\"numberOfElements\"] == 10**6)],\n", - " nucleation_total[(nucleation_total[\"package.solver\"] == \"pysparse\")\n", - " & (nucleation_total[\"numberOfElements\"] == 10**6)],\n", - " by=[\"package.solver\", \"solver_class\", \"preconditioner\"],\n", - " fname=\"t=301.0.npz\", key=\"phi\",\n", - " diff_fn=extract_and_diff, vmin=1e-16)" - ] - }, - { - "cell_type": "markdown", - "id": "de6806b5-39a9-4d38-b9be-b3b874b736b6", - "metadata": { - "tags": [] - }, - "source": [ - "## Binary Alloy Phase Field" - ] - }, - { - "cell_type": "markdown", - "id": "a883033c-094d-46c6-8298-f63a247cbd7b", - "metadata": {}, - "source": [ - "\\begin{align}\n", - "\\frac{1}{M_\\phi}\\frac{\\partial \\phi}{\\partial t} &= \\nabla\\cdot\\left(\\kappa_\\phi\\nabla \\phi\\right)\n", - "- \\left[\n", - " \\left(1-C\\right)\\frac{L_A\\left(T - T_m^A\\right)}{T_m^A}\n", - " + C\\frac{L_B\\left(T - T_m^B\\right)}{T_m^B}\n", - "\\right] p'(\\phi)\n", - "- \\left[\n", - " \\left(1-C\\right)\\frac{W_A}{2}\n", - " + C\\frac{W_B}{2}\n", - "\\right] g'(\n", - "\\\\\n", - "\\frac{\\partial C}{\\partial t} &= \\nabla\\cdot\\left(D_C\\nabla C\\right)\n", - "\\\\ &\\quad {} + \\nabla\\cdot\\left(\n", - " D_C\\frac{C\\left(1-C\\right)}{RT}\n", - " \\left\\{\n", - " \\left[\n", - " \\frac{L_B\\left(T - T_m^B\\right)}{T_m^B}\n", - " - \\frac{L_A\\left(T - T_m^A\\right)}{T_m^A}\n", - " \\right] p'(\\phi)\n", - " - \\frac{W_B - W_A}{2} g'(\\phi)\n", - " \\right\\}\n", - " \\nabla_\\phi\\right)\n", - "\\end{align}" - ] - }, - { - "cell_type": "markdown", - "id": "caf889e0-b1e2-4ee1-a60f-dee080e1b6ce", - "metadata": {}, - "source": [ - "(haven't done this one, yet)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "3ab02329-a758-4bee-a5cd-75038ed2e008", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.6" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/examples/benchmarking/solvers/codes/notebooks/diffusion.ipynb b/examples/benchmarking/solvers/codes/notebooks/diffusion.ipynb deleted file mode 100644 index a888f33451..0000000000 --- a/examples/benchmarking/solvers/codes/notebooks/diffusion.ipynb +++ /dev/null @@ -1,748 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Diffusion Benchmark\n", - "\n", - "FiPy implementation of diffusion in 2D" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**Do not edit `diffusion.py`**. Generate the batch-runnable file from the notebook with\n", - "```bash\n", - "jupyter nbconvert diffusion.ipynb --to python\n", - "```" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Import Python modules" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": { - "ExecuteTime": { - "end_time": "2019-10-13T11:27:53.359783Z", - "start_time": "2019-10-13T11:27:51.129990Z" - } - }, - "outputs": [], - "source": [ - "import argparse\n", - "import json\n", - "import os\n", - "import re\n", - "import sys\n", - "\n", - "import fipy as fp\n", - "from fipy.tools import numerix as nmx\n", - "from fipy.tools import parallelComm" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Jupyter notebook handles some things differently than from the commandline" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": { - "ExecuteTime": { - "end_time": "2019-10-13T11:27:53.370454Z", - "start_time": "2019-10-13T11:27:53.364756Z" - } - }, - "outputs": [], - "source": [ - "try:\n", - " from IPython import get_ipython\n", - " isnotebook = get_ipython() is not None\n", - "except:\n", - " isnotebook = False" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Initialize\n", - "### Load parameters" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "_StoreTrueAction(option_strings=['--store_matrix'], dest='store_matrix', nargs=0, const=True, default=False, type=None, choices=None, required=False, help='store the matrix and RHS vector along with other output', metavar=None)" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "parser = argparse.ArgumentParser()\n", - "parser.add_argument(\"--output\", help=\"directory to store results in\",\n", - " default=os.getcwd())\n", - "parser.add_argument(\"--store_by_solver\",\n", - " help=\"store results in nested subdirectories based on solver,\"\n", - " \"preconditioner, and system size\",\n", - " action='store_true')\n", - "parser.add_argument(\"--restart\", help=\"solution to initialize from\",\n", - " default=None)\n", - "parser.add_argument(\"--checkpoint_interval\", help=\"frequency to save results\",\n", - " type=float, default=1.)\n", - "parser.add_argument(\"--totaltime\", help=\"duration of full simulation\",\n", - " type=float, default=1.)\n", - "parser.add_argument(\"--numberOfElements\", help=\"number of total cells in a Grid2D\",\n", - " type=int, default=1000000)\n", - "parser.add_argument(\"--solver\", help=\"solver class to use\",\n", - " choices=(\"pcg\", \"cgs\", \"gmres\", \"lu\"), default=\"pcg\")\n", - "parser.add_argument(\"--preconditioner\", help=\"preconditioner class to use\",\n", - " choices=(\"jacobi\", \"ilu\", \"ssor\", \"icc\", \"none\"), default=\"none\")\n", - "parser.add_argument(\"--sweeps\", help=\"number of nonlinear sweeps to take\",\n", - " type=int, default=5)\n", - "parser.add_argument(\"--iterations\", help=\"maximum number of linear iterations to take for each sweep\",\n", - " type=int, default=1000)\n", - "parser.add_argument(\"--tolerance\", help=\"linear solver tolerance\",\n", - " type=float, default=1e-10)\n", - "parser.add_argument(\"--left\", help=\"value of left-hand Dirichlet condition\",\n", - " type=float, default=1.)\n", - "parser.add_argument(\"--right\", help=\"value of right-hand Dirichlet condition\",\n", - " type=float, default=0.)\n", - "parser.add_argument(\"--store_matrix\",\n", - " help=\"store the matrix and RHS vector along with other output\",\n", - " action='store_true')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Set any parameters for interactive notebook" - ] - }, - { - "cell_type": "code", - "execution_count": 62, - "metadata": { - "ExecuteTime": { - "end_time": "2019-10-13T11:27:53.395528Z", - "start_time": "2019-10-13T11:27:53.389310Z" - } - }, - "outputs": [], - "source": [ - "if isnotebook:\n", - " # argv = [\"--numberOfElements=10000\", \"--totaltime=1.2\", \"--checkpoint_interval=0.12\",\n", - " # \"--nucleation_scale=100\", \"--output=nucleation6\"]\n", - " # argv = [\"--numberOfElements=1000000\", \"--output=diffusion01\",\n", - " # \"--store_matrix\"]\n", - " \n", - " argv = [\"--numberOfElements=16\",\n", - " \"--output=diffusion04\",\n", - " \"--restart=matrices/initial_conditions/diffusion/t=0.0.npz\",\n", - " \"--store_matrix\",\n", - " \"--totaltime=6\"]\n", - "else:\n", - " argv = None" - ] - }, - { - "cell_type": "code", - "execution_count": 63, - "metadata": {}, - "outputs": [], - "source": [ - "args, unknowns = parser.parse_known_args(args=argv)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Initialize mesh and solution variables\n", - "\n", - "Either restart from some `path/to/restart/t={time}.npz`, where the time is assigned to `elapsed`\n", - "\n", - "or\n", - "\n", - "Create a mesh based on parameters. The default is a 1 x 1 domain subdivided into 1000 cells in each direction." - ] - }, - { - "cell_type": "code", - "execution_count": 64, - "metadata": {}, - "outputs": [], - "source": [ - "nx = ny = int(nmx.sqrt(args.numberOfElements))\n", - "mesh = fp.Grid2D(nx=nx, Lx=1., ny=ny, Ly=1.)\n", - "phi = fp.CellVariable(mesh=mesh, name=\"$\\phi$\", value=1., hasOld=True)\n", - "elapsed = 0." - ] - }, - { - "cell_type": "code", - "execution_count": 65, - "metadata": {}, - "outputs": [], - "source": [ - "if args.restart is not None:\n", - " data = nmx.load(args.restart)\n", - " lower, upper = int((1000 - nx) / 2), int((1000 + nx) / 2)\n", - " phi.setValue(data[\"phi\"][lower:upper, lower:upper].flat)\n", - "\n", - " # scanf(\"%g\") simulator\n", - " # https://docs.python.org/3/library/re.html#simulating-scanf\n", - " scanf_g = \"[-+]?(\\d+(\\.\\d*)?|\\.\\d+)([eE][-+]?\\d+)?\"\n", - " pattern = \".*t=({g})\\.npz\".format(g=scanf_g)\n", - " elapsed = float(re.match(pattern, args.restart).group(1))" - ] - }, - { - "cell_type": "code", - "execution_count": 69, - "metadata": {}, - "outputs": [], - "source": [ - "from matplotlib import pyplot as plt" - ] - }, - { - "cell_type": "code", - "execution_count": 70, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 70, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.imshow(data[\"phi\"])" - ] - }, - { - "cell_type": "code", - "execution_count": 71, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 71, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.imshow(data[\"phi\"][lower:upper, lower:upper])" - ] - }, - { - "cell_type": "code", - "execution_count": 72, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array([[0., 0., 0., 0.],\n", - " [0., 0., 0., 0.],\n", - " [0., 0., 0., 0.],\n", - " [0., 0., 0., 0.]])" - ] - }, - "execution_count": 72, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data[\"phi\"][lower:upper, lower:upper]" - ] - }, - { - "cell_type": "code", - "execution_count": 66, - "metadata": { - "ExecuteTime": { - "end_time": "2019-10-13T11:27:53.457100Z", - "start_time": "2019-10-13T11:27:53.399834Z" - } - }, - "outputs": [], - "source": [ - "x, y = mesh.cellCenters[0], mesh.cellCenters[1]\n", - "X, Y = mesh.faceCenters[0], mesh.faceCenters[1]" - ] - }, - { - "cell_type": "code", - "execution_count": 67, - "metadata": { - "ExecuteTime": { - "end_time": "2019-10-13T11:27:55.857436Z", - "start_time": "2019-10-13T11:27:53.461310Z" - } - }, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "if isnotebook:\n", - " viewer = fp.Viewer(vars=phi, datamin=0., datamax=1.)\n", - " viewer.plot()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Create solver" - ] - }, - { - "cell_type": "code", - "execution_count": 53, - "metadata": {}, - "outputs": [], - "source": [ - "precon = None\n", - "\n", - "if args.preconditioner == \"jacobi\":\n", - " precon = fp.JacobiPreconditioner()\n", - "elif args.preconditioner == \"ilu\":\n", - " precon = fp.ILUPreconditioner()\n", - "elif args.preconditioner == \"ssor\":\n", - " precon = fp.SSORPreconditioner()\n", - "elif args.preconditioner == \"icc\":\n", - " precon = fp.ICPreconditioner()\n", - "elif args.preconditioner == \"none\":\n", - " precon = None\n", - "\n", - "if args.solver == \"cgs\":\n", - " solver_class = fp.LinearCGSSolver\n", - "elif args.solver == \"gmres\":\n", - " solver_class = fp.LinearGMRESSolver\n", - "elif args.solver == \"lu\":\n", - " if args.preconditioner != \"none\":\n", - " # preconditioned lu doesn't make any sense\n", - " exit()\n", - "\n", - " solver_class = fp.LinearLUSolver\n", - "elif args.solver == \"pcg\":\n", - " solver_class = fp.LinearPCGSolver\n", - "\n", - "solver = solver_class(tolerance=args.tolerance, criterion=\"initial\",\n", - " iterations=args.iterations, precon=precon)" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "ExecuteTime": { - "end_time": "2019-10-12T12:44:29.458892Z", - "start_time": "2019-10-12T12:44:29.454698Z" - } - }, - "source": [ - "## Define governing equation" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We solve the non-linear diffusion equation\n", - "\\begin{align}\n", - "\\frac{\\partial\\phi}{\\partial t} = \\nabla\\cdot\\left(\\phi\\nabla\\phi\\right)\n", - "\\end{align}" - ] - }, - { - "cell_type": "code", - "execution_count": 54, - "metadata": {}, - "outputs": [], - "source": [ - "eq = fp.TransientTerm() == fp.DiffusionTerm(coeff=phi)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "with boundary conditions\n", - "\\begin{align}\n", - "\\phi|_{x=0} &= \\phi_\\text{left}\n", - "\\\\\n", - "\\phi|_{x=1} &= \\phi_\\text{right}\n", - "\\\\\n", - "\\hat{n}\\cdot\\left(\\phi\\nabla\\phi\\right)|_{y=0} &= 0\n", - "\\\\\n", - "\\hat{n}\\cdot\\left(\\phi\\nabla\\phi\\right)|_{y=1} &= 0\n", - "\\end{align}" - ] - }, - { - "cell_type": "code", - "execution_count": 55, - "metadata": {}, - "outputs": [], - "source": [ - "phi.constrain(args.left, where=mesh.facesLeft)\n", - "phi.constrain(args.right, where=mesh.facesRight)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Setup output" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Setup ouput storage" - ] - }, - { - "cell_type": "code", - "execution_count": 56, - "metadata": { - "ExecuteTime": { - "end_time": "2019-10-13T11:27:57.903813Z", - "start_time": "2019-10-13T11:27:55.983663Z" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "storing results in diffusion03\n" - ] - } - ], - "source": [ - "if (args.output is not None) and (parallelComm.procID == 0):\n", - " if args.store_by_solver:\n", - " suite = solver.__module__.split('.')[2]\n", - " if args.preconditioner is None:\n", - " preconditioner_name = \"none\"\n", - " else:\n", - " preconditioner_name = precon.__class__.__name__\n", - " path = os.path.join(args.output, suite,\n", - " solver.__class__.__name__,\n", - " preconditioner_name,\n", - " str(nx * ny))\n", - " else:\n", - " path = args.output\n", - "\n", - " os.makedirs(path)\n", - "\n", - "if parallelComm.procID == 0:\n", - " print(\"storing results in {0}\".format(path))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Define output routines" - ] - }, - { - "cell_type": "code", - "execution_count": 57, - "metadata": { - "ExecuteTime": { - "end_time": "2019-10-13T11:27:57.917659Z", - "start_time": "2019-10-13T11:27:57.907449Z" - } - }, - "outputs": [], - "source": [ - "def savePhi(elapsed):\n", - " phi_value = phi.globalValue.reshape((nx, ny))\n", - " if parallelComm.procID == 0:\n", - " fname = os.path.join(path, \"t={}.npz\".format(elapsed))\n", - " nmx.savez(fname, phi=phi_value)\n", - "\n", - "def saveMatrix(elapsed):\n", - " mtxname = os.path.join(path, \"t={}.mtx\".format(elapsed))\n", - " eq.matrix.exportMmf(mtxname)\n", - " \n", - " rhs_value = eq.RHSvector\n", - " if parallelComm.procID == 0:\n", - " rhsname = os.path.join(path, \"t={}.rhs.npz\".format(elapsed))\n", - " nmx.savez(rhsname, rhs=rhs_value)\n", - "\n", - "def checkpoint_data(elapsed, store_matrix=False):\n", - " savePhi(elapsed)\n", - " if store_matrix:\n", - " saveMatrix(elapsed)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Output initial condition" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Figure out when to save" - ] - }, - { - "cell_type": "code", - "execution_count": 58, - "metadata": { - "ExecuteTime": { - "end_time": "2019-10-13T11:27:57.929625Z", - "start_time": "2019-10-13T11:27:57.922003Z" - }, - "code_folding": [ - 2 - ] - }, - "outputs": [], - "source": [ - "checkpoints = (fp.numerix.arange(int(elapsed / args.checkpoint_interval),\n", - " int(args.totaltime / args.checkpoint_interval))\n", - " + 1) * args.checkpoint_interval\n", - "\n", - "checkpoints.sort()" - ] - }, - { - "cell_type": "code", - "execution_count": 59, - "metadata": { - "ExecuteTime": { - "end_time": "2019-10-13T11:27:57.995434Z", - "start_time": "2019-10-13T11:27:57.934002Z" - } - }, - "outputs": [], - "source": [ - "checkpoint_data(elapsed)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Solve and output" - ] - }, - { - "cell_type": "code", - "execution_count": 60, - "metadata": { - "ExecuteTime": { - "end_time": "2019-10-13T11:27:58.004270Z", - "start_time": "2019-10-13T11:27:57.999215Z" - } - }, - "outputs": [], - "source": [ - "times = checkpoints.copy()\n", - "times.sort()\n", - "times = times[(times > elapsed) & (times <= args.totaltime)]" - ] - }, - { - "cell_type": "code", - "execution_count": 61, - "metadata": { - "ExecuteTime": { - "end_time": "2019-10-13T11:29:26.493420Z", - "start_time": "2019-10-13T11:27:58.008465Z" - } - }, - "outputs": [ - { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgYAAAGiCAYAAACcWg7FAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy89olMNAAAACXBIWXMAAA9hAAAPYQGoP6dpAAAmCElEQVR4nO3df3BU1f3/8ddmNz8QuusIGn7FCFYqygAlqfwytVqNX3RQOnWgY0fUYseMWsRUK5EOiEObjzpSf4I/CjLOoE39WZxJlcy0SgBtJQbHCjNaoAY0wARrNqhs2M35/hFyy5oEcvfe7CYnz8fM/SPXe+4eDpjz3vf7nHsDxhgjAAAASVmZ7gAAAOg7CAwAAICDwAAAADgIDAAAgIPAAAAAOAgMAACAg8AAAAA4CAwAAICDwAAAADgIDAAAgMN1YLBp0ybNnj1bI0eOVCAQ0GuvvXbSNm+//baKioqUl5ensWPH6sknn0ylrwAA9Bm2zoeuA4OvvvpKkyZN0uOPP96j6/fs2aMrrrhCJSUlqq+v1z333KOFCxfq5Zdfdt1ZAAD6Clvnw4CXlygFAgG9+uqrmjNnTrfX3H333dqwYYN27tzpnCsrK9MHH3ygd955J9WPBgCgz7BpPgz19ge88847Ki0tTTp3+eWXa82aNTp69Kiys7M7tYnFYorFYs7PbW1t+uKLLzR06FAFAoHe7jIAwEfGGLW0tGjkyJHKyuqdpW1HjhxRa2ur5/sYYzrNM7m5ucrNzfV871Tmw0zo9cBg//79ys/PTzqXn5+veDyupqYmjRgxolObyspKLV++vLe7BgBIo71792r06NG+3/fIkSM6fdAgHfbhXkOGDNHhw8l3WrZsme69917P905lPsyEXg8MJHWKvjqqF919+6+oqFB5ebnzc3Nzs84880xtlDS413qJ402oyHQPBp6/LZ6W6S4MKD958M1Md2HgiEWlBwv0ne98p1du39raqsOS7pLk5Xt9TNKDhw9r7969CofDznk/sgUd3M6HmdDrgcHw4cO1f//+pHMHDx5UKBTS0KFDu2zTXdpmsKQhvdFJdBLOy3QPBp7B4bTE6eiQFz75NfBVb09+uZL8+NUVDoeTAgO/pDIfZkKv/yaaPn26Xn/99aRzGzduVHFxcZ+ppwAA+r/sY0eqEn51pBv9ZT50vQrk8OHD2r59u7Zv3y6pffvF9u3b1dDQIKm9DDB//nzn+rKyMn366acqLy/Xzp07tXbtWq1Zs0Z33nmnP38CAADU/k3X6+GGrfOh64zBtm3bdPHFFzs/d6wFuP7667Vu3To1NjY6gyJJY8aMUXV1te644w498cQTGjlypB599FH99Kc/9aH7AAC0C8lbxiDu8npb50NPzzFIl2g0qkgkoi1ijUG6TGRTSNrVLL0w010YUEp/V5vpLgwcR6LSioiam5t7pXbfMUfcL2mQh/t8I+luqdf62V+w2gkAYIVUygHfbg/GAQBgCa+LD92WEmzF2xUBAICDjAEAwAqUEvzBOAAArOB1V8JRvzrSz1FKAAAADjIGAAArUErwB+MAALCC110JfeehxJlFKQEAADjIGAAArEDGwB8EBgAAK7DGwB+MAwDACl63KzIhtmONAQAAcBAgAQCsQCnBH4wDAMAKLD70B6UEAADgIGMAALACpQR/MA4AACuwK8EflBIAAICDAAkAYAVKCf5gHAAAVmBXgj8oJQAAAAcZAwCAFSgl+INxAABYgV0J/mAcAABWYI2BP1hjAAAAHGQMAABWYI2BPxgHAIAVQkEpO+ChvZGU8K07/RalBAAA4CBjAACwQigkhcgYeEZgAACwQrbHUkK28a8v/RmlBAAA4CBjAACwgi+lBBAYAADskB2Usj3kwbPb/OtLf0YpAQAAOMgYAADsEJS3r7seyhA2ITAAANghJG+BAaUESQQGAABbEBj4gjUGAADAQcYAAGAHMga+IDAAANghS+0LEOEJpQQAAOAgYwAAsENI3jIGbFeURGAAALAFgYEvKCUAAAAHGQMAgB2CYvGhDwgMAAB2oJTgC0oJAADAQcYAAGCHoJjVfMAQAgDs4HWNgfGrI/0bgQEAwA4hMav5gDUGAADAQWwFALADGQNfMIQAADsQGPiCUgIAAHAQWwEA7OD1tcttfnWkfyMwAADYwWspge2KkiglAACA45AxAADYgYyBLwgMAAB28PrkQ9YYSKKUAAAAjkPGAABgB0oJviAwAADYwevbFSklSEqxlLBq1SqNGTNGeXl5KioqUm1t7QmvX79+vSZNmqRTTjlFI0aM0I033qhDhw6l1GEAALoU9OFIgW1zouvAoKqqSosWLdKSJUtUX1+vkpISzZo1Sw0NDV1ev3nzZs2fP18LFizQRx99pBdffFHvvfeebrrpJs+dBwAgk2ycE10HBitXrtSCBQt00003afz48Xr44YdVUFCg1atXd3n9u+++q7POOksLFy7UmDFjdOGFF+rmm2/Wtm3bPHceAABHyIfDJRvnRFeBQWtrq+rq6lRaWpp0vrS0VFu3bu2yzYwZM7Rv3z5VV1fLGKMDBw7opZde0pVXXtnt58RiMUWj0aQDAIAT8ikw+Pb8E4vFuvy4dM2J6eYqMGhqalIikVB+fn7S+fz8fO3fv7/LNjNmzND69es1b9485eTkaPjw4Tr11FP12GOPdfs5lZWVikQizlFQUOCmmwAApKygoCBpDqqsrOzyunTNiemW0uLDQCCQ9LMxptO5Djt27NDChQu1dOlS1dXV6Y033tCePXtUVlbW7f0rKirU3NzsHHv37k2lmwCAgcSnjMHevXuT5qCKiooTfmxvz4np5qqiMmzYMAWDwU6R0MGDBztFTB0qKys1c+ZM3XXXXZKkiRMnavDgwSopKdGKFSs0YsSITm1yc3OVm5vrpmsAgIHO69sVj31VDofDCofDJ708XXNiurnKGOTk5KioqEg1NTVJ52tqajRjxowu23z99dfKykr+mGCw/W/OGJ4mAQDon2ydE12vwSwvL9d1112n4uJiTZ8+XU8//bQaGhqcNEhFRYU+++wzPffcc5Kk2bNn65e//KVWr16tyy+/XI2NjVq0aJEuuOACjRw50t8/DQBg4PL65MOE+yY2zomuh3DevHk6dOiQ7rvvPjU2NmrChAmqrq5WYWGhJKmxsTFp/+YNN9yglpYWPf744/r1r3+tU089VZdcconuv/9+//4UAABkIDCwcU4MmL6SuziBaDSqSCSiLZKGZLozA8TE5ZnuwcBTs/TCTHdhQCn93YmfTgcfHYlKKyJqbm7uUe3erY45onmRFPawPC0akyIPq9f62V/wrgQAgB28vnbZS1uLEBgAAOyQgVKCjQgMAAB28Pp2xbhfHenfUnrAEQAAsBMZAwCAHbyWEpgRJTEMAABbsPjQF5QSAACAg4wBAMAOlBJ8wTAAAOxAYOALSgkAAMBBfAQAsINPr10e6AgMAAB2oJTgC+IjAADgID4CANiBjIEvGAYAgB14wJEvCAwAAHYgY+AL1hgAAAAH8REAwA5eX7tMKUESgQEAwBaUEnxBKQEAADiIjwAAdmBXgi8IDAAAdqCU4AtKCQAAwEF8BACwAxkDXzAMAAA78HZFXzAMAADAQcYAAGAHSgm+YBgAAHYgMPAFwwAAsAPPMfAFawwAAICDjAEAwA6UEnzBMAAA7MDbFX1BKQEAADjIGAAA7EApwRcMAwDADuxK8AWlBAAA4CBjAACwA6UEXzAMAAA7sCvBF5QSAACAg4wBAMAOLD70BYEBAMAOrDHwBcMAALADgYEvWGMAAAAcxEcAADuQMfAFwwAAsILJkoyHBYSGHLokSgkAAOA4ZAwAAFZIhNoPL+1BYAAAsASBgT8oJQAAAAfxEQDACvFgQPFgwEN7I8n416F+isAAAGCFRCikRCj1wCARMpKO+tehfopSAgAAcJAxAABYIREMKuGhlJAIkjGQCAwAAJZoU1AJpR4YtLG+QBKBAQDAEnEFFfcQGMQJDCSxxgAAAByHjAEAwAoJBZXw8H03oTYfe9N/ERgAAKzgPTBIvQxhE0oJAADAQcYAAGAFMgb+IDAAAFiBwMAflBIAAICDjAEAwAoJBRUnY+BZSiO4atUqjRkzRnl5eSoqKlJtbe0Jr4/FYlqyZIkKCwuVm5urs88+W2vXrk2pwwAAdCWhkOcjFbbNia5HoaqqSosWLdKqVas0c+ZMPfXUU5o1a5Z27NihM888s8s2c+fO1YEDB7RmzRp997vf1cGDBxWPxz13HgCADgllKaGgh/bu2TgnBowxrp4BOXXqVE2ZMkWrV692zo0fP15z5sxRZWVlp+vfeOMN/exnP9Pu3bt12mmnpdTJaDSqSCSiLZKGpHQHuDVxeaZ7MPDULL0w010YUEp/d+JvdfDRkai0IqLm5maFw2Hfb+/MEc1na0g49cDgcDShmZFdrvqZiTmxt7kqJbS2tqqurk6lpaVJ50tLS7V169Yu22zYsEHFxcV64IEHNGrUKI0bN0533nmnvvnmm24/JxaLKRqNJh0AAJxI+64Eb4ekTvNPLBbr8vPSNSemm6tSQlNTkxKJhPLz85PO5+fna//+/V222b17tzZv3qy8vDy9+uqrampq0i233KIvvvii25pKZWWlli/nKysAoOfaX6KUesagI5lfUFCQdH7ZsmW69957O12frjkx3VJaaREIJK/cNMZ0Otehra1NgUBA69evVyQSkSStXLlS11xzjZ544gkNGjSoU5uKigqVl5c7P0ej0U5/UQAA9Ia9e/cmlRJyc3NPeH1vz4np5iowGDZsmILBYKdI6ODBg50ipg4jRozQqFGjnAGQ2usvxhjt27dP55xzTqc2ubm5J/2LAADgeG0KeVp82HZsu2I4HO7RGoN0zYnp5mqNQU5OjoqKilRTU5N0vqamRjNmzOiyzcyZM/X555/r8OHDzrmPP/5YWVlZGj16dApdBgCgM7/WGPSUrXOi6+cYlJeX649//KPWrl2rnTt36o477lBDQ4PKysoktZcB5s+f71x/7bXXaujQobrxxhu1Y8cObdq0SXfddZd+8Ytf9ImUCQAAqbJxTnS9xmDevHk6dOiQ7rvvPjU2NmrChAmqrq5WYWGhJKmxsVENDQ3O9UOGDFFNTY1+9atfqbi4WEOHDtXcuXO1YsUK//4UAIABL5Vv/cnt3bNxTnT9HINM4DkG6cdzDNKP5xikF88xSKM0Pcfg9eYfaHA49Sf9fxWNa3bkvV7rZ3/BS5QAAICDlygBAKzg/TkGfT6BnhYEBgAAK3h5EVJ7e0gEBgAAS7R5XHzYRsZAEmsMAADAccgYAACs4H27IhkDicAAAGCJuLI8Lj5s87E3/RelBAAA4CBjAACwgvddCZQSJAIDAIAlvK8xoJQgUUoAAADHIWMAALACGQN/EBgAAKyQ8PhIZAKDdpQSAACAg4wBAMAK7ErwB4EBAMAKCWV5XGPAa5QkAgMAgCW8Lz5Mva1NWGMAAAAcZAwAAFYgY+APAgMAgBW8b1ckMJAoJQAAgOOQMQAAWMH7dkUecCQRGAAALMEaA39QSgAAAA4yBgAAK3h/wBHflSUCAwCAJeIedyV4aWsTwiMAAOAgYwAAsIL3XQn9610J77//vmpra5WTk6OZM2dq4sSJvtyXwAAAYIU2j7sS2vpRKeHhhx9WeXm5Tj31VIVCITU1Nen888/XunXrVFRU5OnelBIAAFbo2K7o5ejL1q5dq/fff1+xWEy///3v9X//9386dOiQDh48qE8//VRXX321fvSjH2nz5s2ePoeMAQAA/cCDDz6of//735KktrY2vffee/rDH/6gKVOmaPLkyVqxYoVGjRqlO++8U++++27Kn0PGAABghY7tiqkffXtK3Llzp1paWrR161ZlZ2crKytLf/7zn3XllVdq6NChKiws1Isvvqj6+nq9/vrr2rNnT0qfQ8YAAGCFuIIKWr5dMS8vTz/4wQ80c+ZMTZo0SVVVVWpra9POnTv1wQcfaNOmTXrrrbd0ww036L///a+GDBmiaDTq6jMIDAAA6Gceeugh/ehHP9Lu3btVVlamSZMm6cwzz9T777+vkSNHat++fdq3b5/+9a9/ub43gQEAwAretyv2nylx8uTJqqurU1lZmaZNmyZjjCQpFApp7dq1kqTRo0dr9OjRru/df0YBAIATGEjbFSXp7LPPVk1NjQ4cOKB3331Xra2tmjZtmgoKCjzdl8AAAIB+LD8/X1dffbVv9yMwAABYgdcu+4PAAABghbiCyrJ8V0I69O1NmwAAIK3IGAAArNBeSvCyK4GMgURgAACwBGsM/EFgAACwAoGBP1hjAAAAHGQMAABWGGgPOOotBAYAACvEFVSA7YqeUUoAAAAOMgYAACskFFQW2xU9IzAAAFgh4fHJhwQG7SglAAAABxkDAIAVyBj4g8AAAGAFdiX4g1ICAABwkDEAAFihTSFPL1FqY0qURGAAALBEwmMpgTUG7QgMAABWSCjLY2BAdV1ijQEAADgOGQMAgBXadxWwK8ErAgMAgBUSCing6ZHITIkSpQQAAHAcwiMAgBXaFPS0s6CNUoIkAgMAgCUSHtcYsF2xHaUEAADgSCkwWLVqlcaMGaO8vDwVFRWptra2R+22bNmiUCikyZMnp/KxAAB0K3GslODlSIVtc6LrwKCqqkqLFi3SkiVLVF9fr5KSEs2aNUsNDQ0nbNfc3Kz58+frxz/+ccqdBQCgO3FlKa6gh8P9d2Ub50TXo7By5UotWLBAN910k8aPH6+HH35YBQUFWr169Qnb3Xzzzbr22ms1ffr0k35GLBZTNBpNOgAASIdvzz+xWKzba9MxJ6abq8CgtbVVdXV1Ki0tTTpfWlqqrVu3dtvu2Wef1a5du7Rs2bIefU5lZaUikYhzFBQUuOkmAGAAShx7iZKXQ5IKCgqS5qDKysouPy9dc2K6udqV0NTUpEQiofz8/KTz+fn52r9/f5dtPvnkEy1evFi1tbUKhXr2cRUVFSovL3d+jkajBAcAgBPya1fC3r17FQ6HnfO5ubldXp+uOTHdUupVIBBI+tkY0+mcJCUSCV177bVavny5xo0b1+P75+bmdvsXAQBAV9o8BgYdzzEIh8NJgcHJ9PacmG6uAoNhw4YpGAx2ioQOHjzYKWKSpJaWFm3btk319fW67bbbJEltbW0yxigUCmnjxo265JJLPHQfAIDMsHVOdBUY5OTkqKioSDU1NfrJT37inK+pqdHVV1/d6fpwOKwPP/ww6dyqVav0t7/9TS+99JLGjBmTYrcBAEgWV1BZaXzyoa1zoutSQnl5ua677joVFxdr+vTpevrpp9XQ0KCysjJJ7esDPvvsMz333HPKysrShAkTktqfccYZysvL63QeAAAvEgrKeHigbyqPRLZxTnQ9gvPmzdOhQ4d03333qbGxURMmTFB1dbUKCwslSY2NjSfdvwkAgA1snBMDxhiT6U6cTDQaVSQS0RZJQzLdmQFi4vJM92DgqVl6Yaa7MKCU/q5nT6eDD45EpRURNTc3u1rU11Mdc0R+8wfKCn8n5fu0RVt0IDKp1/rZX/TNvRIAALjUXkrg7Ype8RIlAADgIGMAALBCoi0o0+YhY+ChrU0IDAAAVkjEg2qLpz65Gw9tbUIpAQAAOMgYAACskIiHFIinPq0ZD21twigAAKyQiGcp4KmUQBJdIjAAAFgiEQ96DAxYYyCxxgAAAByHjAEAwArxeFCBo2QMvCIwAABYwSRCMgkP05qXthahlAAAAByERwAAO8SD7YeX9iAwAABYgsDAF5QSAACAg4wBAMAOiYAUD3hrDwIDAIAl4scOL+1BKQEAAPwPGQMAgB3IGPiCwAAAYAcCA18QGAAA7BCXdNRje7DGAAAA/A8ZAwCAHRLHDi/tQWAAALAEawx8QSkBAAA4yBgAAOxAxsAXBAYAADsQGPiCUgIAAHCQMQAA2CEhb9/62ZUgicAAAGALSgm+oJQAAAAcZAwAAHYgY+ALAgMAgB2Oytu7Ery0tQiBAQDADjwS2ResMQAAAA4yBgAAO7Bd0RcEBgAAO7D40BeUEgAAgIOMAQDADmQMfEFgAACwA4GBLyglAAAABxkDAIAd2JXgCwIDAIAdKCX4glICAABwkDEAANjhqKSgx/YgMAAAWIJ3JfiCwAAAYAfWGPiCNQYAAMBBxgAAYAe2K/qCwAAAYIe4vC0+pJQgiVICAAA4DhkDAIAdjsrb1122K0oiMAAA2ILtir6glAAAABxkDAAAdmBXgi8IDAAAdojLWx6cXQmSKCUAAIDjkDEAANjhqKSAx/YgMAAAWIJdCb4gMAAA2IE1Br5gjQEAAHCQMQAA2IHtir4gMAAA2MHr4kEWH0pKsZSwatUqjRkzRnl5eSoqKlJtbW23177yyiu67LLLdPrppyscDmv69Ol68803U+4wAAB9iW1zouvAoKqqSosWLdKSJUtUX1+vkpISzZo1Sw0NDV1ev2nTJl122WWqrq5WXV2dLr74Ys2ePVv19fWeOw8AgCPhw+GSjXNiwBhj3DSYOnWqpkyZotWrVzvnxo8frzlz5qiysrJH9zj//PM1b948LV26tMv/HovFFIvFnJ+j0agKCgq0RdIQN51FyiYuz3QPBp6apRdmugsDSunvuv9WB58diUorImpublY4HPb99tFoVJFIRPp/zVK2h/sfjUpvRLR3796kfubm5io3N7fLJumYE9PNVcagtbVVdXV1Ki0tTTpfWlqqrVu39ugebW1tamlp0WmnndbtNZWVlYpEIs5RUFDgppsAAKSsoKAgaQ7qboJP15yYbq4WHzY1NSmRSCg/Pz/pfH5+vvbv39+jezz00EP66quvNHfu3G6vqaioUHl5ufNzR8YAAIBuxeXtyYfHdjR0lTHoSrrmxHRLaVdCIJA88saYTue68sILL+jee+/VX/7yF51xxhndXneitA0AAF3y+oCiY+3D4bCrkkdvz4np5iowGDZsmILBYKdI6ODBg50ipm+rqqrSggUL9OKLL+rSSy9131MAAPoQW+dEV2sMcnJyVFRUpJqamqTzNTU1mjFjRrftXnjhBd1www16/vnndeWVV6bWUwAATiTNuxJsnRNdlxLKy8t13XXXqbi4WNOnT9fTTz+thoYGlZWVSWpfH/DZZ5/pueeek9Q+APPnz9cjjzyiadOmOZHVoEGD2leRAgDgB59KCW7YOCe6DgzmzZunQ4cO6b777lNjY6MmTJig6upqFRYWSpIaGxuT9m8+9dRTisfjuvXWW3Xrrbc656+//nqtW7fO+58AAAApI4GBjXOi6+cYZELHHlWeY5A+PMcg/XiOQXrxHIM0StdzDH7QLIU83D8eld7rvX72F7wrAQBgh7gkL191eYmSJAIDAIAtvE7sBAaSUnyJEgAAsBMZAwCAHSgl+ILAAABgBwIDX1BKAAAADjIGAAA7xCW1eWjvpa1FCAwAAHZIyFspgcBAEqUEAABwHDIGAAA7xOXt6y4ZA0kEBgAAWxAY+ILAAABgh6MiMPABawwAAICDjAEAwA5t8rYroc+/azg9CAwAAHaISwp4aE9gIIlSAgAAOA4ZAwCAHcgY+ILAAABgh6MiMPABpQQAAOAgYwAAsENCZAx8QGAAALAHk7tnlBIAAICDwAAAADgIDAAAgIPAAAAAOAgMAACAg10JAABLHD12eGkPAgMAgCXixw4v7UEpAQAAOMgYAAAsQSnBDwQGAABLUErwA6UEAADgIGMAALBEXN7KAWQMJAIDAIA1WGPgB0oJAADAQcYAAGAJFh/6gcAAAGAJ1hj4gcAAAGAJMgZ+YI0BAABwkDEAAFiCXQl+IDAAAFiCUoIfKCUAAAAHGQMAgCXYleAHAgMAgCUoJfiBUgIAAHCQMQAAWIJdCX4gMAAAWIJSgh8oJQAAAAcZAwCAJdiV4AcCAwCAJSgl+IHAAABgCRYf+oE1BgAAwEHGAABgCTIGfiAwAABYgjUGfqCUAAAAHGQMAACWYLuiHwgMAACWoJTgB0oJAADAQcYAAGCJo/I2rbErQSIwAABYg1KCHyglAAAABxkDAIAl2JXgBwIDAIAlKCX4IaVSwqpVqzRmzBjl5eWpqKhItbW1J7z+7bffVlFRkfLy8jR27Fg9+eSTKXUWAIDuHfXhcM+2OdF1YFBVVaVFixZpyZIlqq+vV0lJiWbNmqWGhoYur9+zZ4+uuOIKlZSUqL6+Xvfcc48WLlyol19+2XPnAQDIJBvnxIAxxrhpMHXqVE2ZMkWrV692zo0fP15z5sxRZWVlp+vvvvtubdiwQTt37nTOlZWV6YMPPtA777zT5WfEYjHFYjHn5+bmZp155pnaKGmwm84iZRMqMt2Dgedvi6dlugsDyk8efDPTXRg4YlHpwQJ9+eWXikQivt8+Go0eu+8dknI93Ckm6Q/au3evwuGwczY3N1e5uV3fNx1zYtoZF2KxmAkGg+aVV15JOr9w4ULzwx/+sMs2JSUlZuHChUnnXnnlFRMKhUxra2uXbZYtW2YkcXBwcHBYdOzatcvNlNNj33zzjRk+fLgvfRwyZEinc8uWLevyc9M1J6abq8WHTU1NSiQSys/PTzqfn5+v/fv3d9lm//79XV4fj8fV1NSkESNGdGpTUVGh8vJy5+cvv/xShYWFamho6JVo0xbRaFQFBQWdol0kY5x6hnHqGcbp5Dqyvqeddlqv3D8vL0979uxRa2ur53sZYxQIBJLOdZctSNecmG4p7Ur49qB1NZAnu76r8x26S9tEIhH+x+uBcDjMOPUA49QzjFPPME4nl5XVe4/OycvLU15eXq/d/0R6e05MN1d/S8OGDVMwGOwUCR08eLBTBNRh+PDhXV4fCoU0dOhQl90FAKBvsHVOdBUY5OTkqKioSDU1NUnna2pqNGPGjC7bTJ8+vdP1GzduVHFxsbKzs112FwCAvsHaOdHtooQ//elPJjs726xZs8bs2LHDLFq0yAwePNj85z//McYYs3jxYnPdddc51+/evduccsop5o477jA7duwwa9asMdnZ2eall17q8WceOXLELFu2zBw5csRtdwcUxqlnGKeeYZx6hnE6OZvHKBNzYm9zHRgYY8wTTzxhCgsLTU5OjpkyZYp5++23nf92/fXXm4suuijp+rfeest8//vfNzk5Oeass84yq1ev9tRpAAD6CtvmRNfPMQAAAPbi7YoAAMBBYAAAABwEBgAAwEFgAAAAHH0mMLDttZW9xc04vfLKK7rssst0+umnKxwOa/r06XrzTftfHOP231KHLVu2KBQKafLkyb3bwT7C7TjFYjEtWbJEhYWFys3N1dlnn621a9emqbeZ43ac1q9fr0mTJumUU07RiBEjdOONN+rQoUNp6m1mbNq0SbNnz9bIkSMVCAT02muvnbTNQP0d3i9keluEMf/bB/rMM8+YHTt2mNtvv90MHjzYfPrpp11e37EP9Pbbbzc7duwwzzzzTJ/bB9ob3I7T7bffbu6//37zz3/+03z88cemoqLCZGdnm/fffz/NPU8ft2PU4csvvzRjx441paWlZtKkSenpbAalMk5XXXWVmTp1qqmpqTF79uwx//jHP8yWLVvS2Ov0cztOtbW1JisryzzyyCNm9+7dpra21px//vlmzpw5ae55elVXV5slS5aYl19+2Ugyr7766gmvH6i/w/uLPhEYXHDBBaasrCzp3LnnnmsWL17c5fW/+c1vzLnnnpt07uabbzbTpk3rtT72BW7HqSvnnXeeWb58ud9d6zNSHaN58+aZ3/72t2bZsmUDIjBwO05//etfTSQSMYcOHUpH9/oMt+P04IMPmrFjxyade/TRR83o0aN7rY99TU8Cg4H6O7y/yHgpobW1VXV1dSotLU06X1paqq1bt3bZ5p133ul0/eWXX65t27bp6NGjvdbXTEplnL6tra1NLS0tvfaGs0xLdYyeffZZ7dq1S8uWLevtLvYJqYzThg0bVFxcrAceeECjRo3SuHHjdOedd+qbb75JR5czIpVxmjFjhvbt26fq6moZY3TgwAG99NJLuvLKK9PR5X5jIP4O709Seruin2x9baXfUhmnb3vooYf01Vdfae7cub3RxYxLZYw++eQTLV68WLW1tQqFMv6/Q1qkMk67d+/W5s2blZeXp1dffVVNTU265ZZb9MUXX1i7ziCVcZoxY4bWr1+vefPm6ciRI4rH47rqqqv02GOPpaPL/cZA/B3en2Q8Y9DBttdW9ha349ThhRde0L333quqqiqdccYZvdW9PqGnY5RIJHTttddq+fLlGjduXLq612e4+bfU1tamQCCg9evX64ILLtAVV1yhlStXat26dVZnDSR347Rjxw4tXLhQS5cuVV1dnd544w3t2bNHZWVl6ehqvzJQf4f3Bxn/imTrayv9lso4daiqqtKCBQv04osv6tJLL+3NbmaU2zFqaWnRtm3bVF9fr9tuu01S+wRojFEoFNLGjRt1ySWXpKXv6ZTKv6URI0Zo1KhRikQizrnx48fLGKN9+/bpnHPO6dU+Z0Iq41RZWamZM2fqrrvukiRNnDhRgwcPVklJiVasWME34WMG4u/w/iTjGQNrX1vps1TGSWrPFNxwww16/vnnra9zuh2jcDisDz/8UNu3b3eOsrIyfe9739P27ds1derUdHU9rVL5tzRz5kx9/vnnOnz4sHPu448/VlZWlkaPHt2r/c2UVMbp66+/VlZW8q/VYDAo6X/fiDEwf4f3Kxla9JjExtdW9ga34/T888+bUChknnjiCdPY2OgcX375Zab+CL3O7Rh920DZleB2nFpaWszo0aPNNddcYz766CPz9ttvm3POOcfcdNNNmfojpIXbcXr22WdNKBQyq1atMrt27TKbN282xcXF5oILLsjUHyEtWlpaTH19vamvrzeSzMqVK019fb2zrZPf4f1LnwgMjLHvtZW9xc04XXTRRUZSp+P6669Pf8fTyO2/peMNlMDAGPfjtHPnTnPppZeaQYMGmdGjR5vy8nLz9ddfp7nX6ed2nB599FFz3nnnmUGDBpkRI0aYn//852bfvn1p7nV6/f3vfz/h7xp+h/cvvHYZAAA4Mr7GAAAA9B0EBgAAwEFgAAAAHAQGAADAQWAAAAAcBAYAAMBBYAAAABwEBgAAwEFgAAAAHAQGAADAQWAAAAAc/x91JmrEzXEEZAAAAABJRU5ErkJggg==\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from steppyngstounes import CheckpointStepper, FixedStepper\n", - "\n", - "eq.cacheMatrix()\n", - "eq.cacheRHSvector()\n", - "\n", - "phi.updateOld()\n", - "for checkpoint in CheckpointStepper(start=elapsed,\n", - " stops=times,\n", - " stop=args.totaltime):\n", - "\n", - " for step in FixedStepper(start=checkpoint.begin,\n", - " stop=checkpoint.end,\n", - " size=1.):\n", - "\n", - " state = dict(state=\"START\", numberOfElements=mesh.numberOfCells, sweeps=args.sweeps)\n", - " if precon is None:\n", - " state[\"preconditioner\"] = None\n", - " else:\n", - " state[\"preconditioner\"] = precon.__class__.__name__\n", - "\n", - " solver._log.debug(json.dumps(state))\n", - "\n", - " for sweep in range(args.sweeps):\n", - " res = eq.sweep(var=phi, dt=step.size, solver=solver)\n", - "\n", - " state[\"state\"] = \"END\"\n", - " solver._log.debug(json.dumps(state))\n", - "\n", - " phi.updateOld()\n", - "\n", - " _ = step.succeeded(error=res / 1e-3)\n", - "\n", - " if checkpoint.end in checkpoints:\n", - " checkpoint_data(checkpoint.end, store_matrix=args.store_matrix)\n", - "\n", - " if isnotebook:\n", - " viewer.plot()\n", - "\n", - " _ = checkpoint.succeeded()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.6" - }, - "toc": { - "base_numbering": "1", - "nav_menu": {}, - "number_sections": false, - "sideBar": true, - "skip_h1_title": false, - "title_cell": "Table of Contents", - "title_sidebar": "Contents", - "toc_cell": false, - "toc_position": { - "height": "calc(100% - 180px)", - "left": "10px", - "top": "150px", - "width": "299.091px" - }, - "toc_section_display": true, - "toc_window_display": true - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/examples/benchmarking/solvers/codes/notebooks/nucleation.ipynb b/examples/benchmarking/solvers/codes/notebooks/nucleation.ipynb deleted file mode 100644 index 4bd3772d67..0000000000 --- a/examples/benchmarking/solvers/codes/notebooks/nucleation.ipynb +++ /dev/null @@ -1,992 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Phase Field Benchmark 8c\n", - "## Explicit nucleation, multiple seeds at random times\n", - "FiPy implementation of problem 3 in *Nucleation Benchmark Problem*, Wenkun Wu *et al.*, January 16, 2020\n", - "\n", - "Based on problem 2.3 in *Benchmark problems for nucleation*, Tamás Pusztai, September 25, 2019\n", - "\n", - "Revised to [PFHub statement](https://pages.nist.gov/pfhub/benchmarks/benchmark8.ipynb/#Part-%28c%29)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**Do not edit `nucleation.py`**. Generate the batch-runnable file from the notebook with\n", - "```bash\n", - "jupyter nbconvert nucleation.ipynb --to python\n", - "```" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Import Python modules" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "ExecuteTime": { - "end_time": "2019-10-13T11:27:53.359783Z", - "start_time": "2019-10-13T11:27:51.129990Z" - } - }, - "outputs": [], - "source": [ - "import argparse\n", - "import json\n", - "import os\n", - "import re\n", - "import sys\n", - "\n", - "import fipy as fp\n", - "from fipy.tools import numerix as nmx\n", - "from fipy.tools import parallelComm" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Jupyter notebook handles some things differently than from the commandline" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": { - "ExecuteTime": { - "end_time": "2019-10-13T11:27:53.370454Z", - "start_time": "2019-10-13T11:27:53.364756Z" - } - }, - "outputs": [], - "source": [ - "try:\n", - " from IPython import get_ipython\n", - " isnotebook = get_ipython() is not None\n", - "except:\n", - " isnotebook = False" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Initialize\n", - "### Load parameters" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "_StoreTrueAction(option_strings=['--store_matrix'], dest='store_matrix', nargs=0, const=True, default=False, type=None, choices=None, required=False, help='store the matrix and RHS vector along with other output', metavar=None)" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "parser = argparse.ArgumentParser()\n", - "parser.add_argument(\"--output\", help=\"directory to store results in\",\n", - " default=None)\n", - "parser.add_argument(\"--store_by_solver\",\n", - " help=\"store results in nested subdirectories based on solver,\"\n", - " \"preconditioner, and system size\",\n", - " action='store_true')\n", - "parser.add_argument(\"--restart\", help=\"solution to initialize from\",\n", - " default=None)\n", - "parser.add_argument(\"--checkpoint_interval\", help=\"frequency to save results\",\n", - " type=float, default=6.)\n", - "parser.add_argument(\"--totaltime\", help=\"duration of full simulation\",\n", - " type=float, default=600.)\n", - "parser.add_argument(\"--numnuclei\", help=\"number of nuclei\",\n", - " type=int, default=100)\n", - "parser.add_argument(\"--factor\", help=\"fraction of critical nucleus size for new nuclei\",\n", - " type=float, default=1.1)\n", - "parser.add_argument(\"--nucleation_scale\", help=\"size of domain for nuclei\",\n", - " type=float, default=1000)\n", - "parser.add_argument(\"--numberOfElements\", help=\"number of total cells in a Grid2D\",\n", - " type=int, default=1000000)\n", - "parser.add_argument(\"--solver\", help=\"solver class to use\",\n", - " choices=(\"pcg\", \"cgs\", \"gmres\", \"lu\"), default=\"pcg\")\n", - "parser.add_argument(\"--preconditioner\", help=\"preconditioner class to use\",\n", - " choices=(\"jacobi\", \"ilu\", \"ssor\", \"icc\", \"none\"), default=\"none\")\n", - "parser.add_argument(\"--sweeps\", help=\"number of nonlinear sweeps to take\",\n", - " type=int, default=5)\n", - "parser.add_argument(\"--iterations\", help=\"maximum number of linear iterations to take for each sweep\",\n", - " type=int, default=1000)\n", - "parser.add_argument(\"--tolerance\", help=\"linear solver tolerance\",\n", - " type=float, default=1e-10)\n", - "parser.add_argument(\"--store_matrix\",\n", - " help=\"store the matrix and RHS vector along with other output\",\n", - " action='store_true')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Set any parameters for interactive notebook" - ] - }, - { - "cell_type": "code", - "execution_count": 68, - "metadata": { - "ExecuteTime": { - "end_time": "2019-10-13T11:27:53.395528Z", - "start_time": "2019-10-13T11:27:53.389310Z" - } - }, - "outputs": [], - "source": [ - "if isnotebook:\n", - " # argv = [\"--numberOfElements=10000\", \"--totaltime=1.2\", \"--checkpoint_interval=0.12\",\n", - " # \"--nucleation_scale=100\", \"--output=nucleation6\"]\n", - " argv = [\"--numberOfElements=16\", \"--nucleation_scale=1000\", \"--output=nucleation32\",\n", - " \"--restart=../../../../solvers_and_timings/results/nucleation/nucleation18/t=300.0.npz\",\n", - " \"--store_matrix\"]\n", - "else:\n", - " argv = None" - ] - }, - { - "cell_type": "code", - "execution_count": 69, - "metadata": {}, - "outputs": [], - "source": [ - "args, unknowns = parser.parse_known_args(args=argv)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Initialize mesh and solution variables\n", - "\n", - "Either restart from some `path/to/restart/t={time}.npz`, where the time is assigned to `elapsed`\n", - "\n", - "or\n", - "\n", - "Create a mesh based on parameters. Set\n", - "> the computational domain is ... 1000×1000 " - ] - }, - { - "cell_type": "code", - "execution_count": 70, - "metadata": {}, - "outputs": [], - "source": [ - "nx = ny = int(nmx.sqrt(args.numberOfElements))\n", - "mesh = fp.Grid2D(nx=nx, ny=ny)\n", - "phi = fp.CellVariable(mesh=mesh, name=\"$\\phi$\", value=0., hasOld=True)\n", - "elapsed = 0." - ] - }, - { - "cell_type": "code", - "execution_count": 71, - "metadata": {}, - "outputs": [], - "source": [ - "if args.restart is not None:\n", - " data = nmx.load(args.restart)\n", - " lower, upper = int((1000 - nx) / 2), int((1000 + nx) / 2)\n", - " phi.setValue(data[\"phi\"][lower:upper, lower:upper].flat)\n", - "\n", - " # scanf(\"%g\") simulator\n", - " # https://docs.python.org/3/library/re.html#simulating-scanf\n", - " scanf_g = \"[-+]?(\\d+(\\.\\d*)?|\\.\\d+)([eE][-+]?\\d+)?\"\n", - " pattern = \".*t=({g})\\.npz\".format(g=scanf_g)\n", - " elapsed = float(re.match(pattern, args.restart).group(1))" - ] - }, - { - "cell_type": "code", - "execution_count": 72, - "metadata": { - "ExecuteTime": { - "end_time": "2019-10-13T11:27:53.457100Z", - "start_time": "2019-10-13T11:27:53.399834Z" - } - }, - "outputs": [], - "source": [ - "x, y = mesh.cellCenters[0], mesh.cellCenters[1]\n", - "X, Y = mesh.faceCenters[0], mesh.faceCenters[1]" - ] - }, - { - "cell_type": "code", - "execution_count": 73, - "metadata": { - "ExecuteTime": { - "end_time": "2019-10-13T11:27:55.857436Z", - "start_time": "2019-10-13T11:27:53.461310Z" - } - }, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "if isnotebook:\n", - " viewer = fp.Viewer(vars=phi, datamin=0., datamax=1.)\n", - " viewer.plot()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Create solver" - ] - }, - { - "cell_type": "code", - "execution_count": 74, - "metadata": {}, - "outputs": [], - "source": [ - "precon = None\n", - "\n", - "if args.preconditioner == \"jacobi\":\n", - " precon = fp.JacobiPreconditioner()\n", - "elif args.preconditioner == \"ilu\":\n", - " precon = fp.ILUPreconditioner()\n", - "elif args.preconditioner == \"ssor\":\n", - " precon = fp.SSORPreconditioner()\n", - "elif args.preconditioner == \"icc\":\n", - " precon = fp.ICPreconditioner()\n", - "elif args.preconditioner == \"none\":\n", - " precon = None\n", - "\n", - "if args.solver == \"cgs\":\n", - " solver_class = fp.LinearCGSSolver\n", - "elif args.solver == \"gmres\":\n", - " solver_class = fp.LinearGMRESSolver\n", - "elif args.solver == \"lu\":\n", - " if args.preconditioner != \"none\":\n", - " # preconditioned lu doesn't make any sense\n", - " exit()\n", - "\n", - " solver_class = fp.LinearLUSolver\n", - "elif args.solver == \"pcg\":\n", - " solver_class = fp.LinearPCGSolver\n", - "\n", - "solver = solver_class(tolerance=args.tolerance, criterion=\"initial\",\n", - " iterations=args.iterations, precon=precon)" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "ExecuteTime": { - "end_time": "2019-10-12T12:44:29.458892Z", - "start_time": "2019-10-12T12:44:29.454698Z" - } - }, - "source": [ - "## Define governing equation" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "> use only the nondimensional forms of the phase-field and nucleation equations, but without the tildes, for simplicity\n", - "\n", - "> [Set] the driving force to $\\Delta f = 1 / (6\\sqrt{2})$" - ] - }, - { - "cell_type": "code", - "execution_count": 75, - "metadata": { - "ExecuteTime": { - "end_time": "2019-10-13T11:27:55.865085Z", - "start_time": "2019-10-13T11:27:55.861571Z" - } - }, - "outputs": [], - "source": [ - "Delta_f = 1. / (6 * nmx.sqrt(2.))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "> $$r_c = \\frac{1}{3\\sqrt{2}}\\frac{1}{\\Delta f} = 2.0$$" - ] - }, - { - "cell_type": "code", - "execution_count": 76, - "metadata": {}, - "outputs": [], - "source": [ - "rc = 2.0" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "and define the governing equation \n", - "> \\begin{align}\n", - "\\frac{\\partial\\phi}{\\partial t} &= \\nabla^2\\phi - g'(\\phi) + \\Delta f p'(\\phi) \\tag{7}\n", - "\\end{align}\n", - "\n", - "> $$g(\\phi) = \\phi^2(1 - \\phi)^2 \\qquad p(\\phi)=\\phi^3(10 - 15\\phi + 6\\phi^2)$$\n", - "\n", - "Following [`examples/phase/simple.py`](https://www.ctcms.nist.gov/fipy/examples/phase/generated/examples.phase.simple.html)\n", - "\n", - "\n", - "\\begin{align}\n", - "\\frac{\\partial\\phi}{\\partial t}\n", - "&= \\nabla^2\\phi + m_\\phi \\phi (1 - \\phi) \\notag\n", - "\\qquad\\text{for $m_\\phi \\equiv -2(1 - 2\\phi) + 30 \\phi (1 - \\phi) \\Delta f$} \\notag\n", - "\\\\\n", - "&= \\nabla^2\\phi + S \\notag\n", - "\\\\\n", - "&\\approx \\nabla^2\\phi + S|_\\text{old}\n", - "+ \\left.{\\frac{\\partial S}{\\partial \\phi}}\\right|_\\text{old} (\\phi - \\phi_\\text{old}) \n", - "\\notag \\\\\n", - "&= \\nabla^2\\phi + \\left(S - \\frac{\\partial S}{\\partial \\phi} \\phi\\right)_\\text{old} \n", - "+ \\left.{\\frac{\\partial S}{\\partial \\phi}}\\right|_\\text{old} \\phi \\notag\n", - "\\\\\n", - "&= \\nabla^2\\phi + S_0 + S_1 \\phi \\notag\n", - "\\\\\n", - "S_0 &\\equiv \\left(S - \\frac{\\partial S}{\\partial \\phi} \\phi\\right)_\\text{old}\n", - "\\notag \\\\\n", - "&= m_\\phi \\phi_\\text{old} (1 - \\phi_\\text{old}) - S_1 \\phi_\\text{old}\n", - "\\notag \\\\\n", - "S_1 &\\equiv \\left.{\\frac{\\partial S}{\\partial \\phi}}\\right|_\\text{old}\n", - "\\notag \\\\\n", - "&= \\frac{\\partial m_\\phi}{\\partial \\phi} \\phi (1 - \\phi) + m_\\phi (1 - 2\\phi)\n", - "\\notag\n", - "\\end{align}" - ] - }, - { - "cell_type": "code", - "execution_count": 77, - "metadata": { - "ExecuteTime": { - "end_time": "2019-10-13T11:27:55.905447Z", - "start_time": "2019-10-13T11:27:55.869494Z" - } - }, - "outputs": [], - "source": [ - "mPhi = -2 * (1 - 2 * phi) + 30 * phi * (1 - phi) * Delta_f\n", - "dmPhidPhi = 4 + 30 * (1 - 2 * phi) * Delta_f\n", - "S1 = dmPhidPhi * phi * (1 - phi) + mPhi * (1 - 2 * phi)\n", - "S0 = mPhi * phi * (1 - phi) - S1 * phi\n", - "\n", - "eq = (fp.TransientTerm() == \n", - " fp.DiffusionTerm(coeff=1.) + S0 + fp.ImplicitSourceTerm(coeff=S1))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Calculate total free energy\n", - "\n", - "> \\begin{align}\n", - "F[\\phi] = \\int\\left[\\frac{1}{2}(\\nabla\\phi)^2 + g(\\phi) - \\Delta f p(\\phi)\\right]\\,dV \\tag{6}\n", - "\\end{align}" - ] - }, - { - "cell_type": "code", - "execution_count": 78, - "metadata": { - "ExecuteTime": { - "end_time": "2019-10-13T11:27:55.958325Z", - "start_time": "2019-10-13T11:27:55.909442Z" - } - }, - "outputs": [], - "source": [ - "ftot = (0.5 * phi.grad.mag**2\n", - " + phi**2 * (1 - phi)**2\n", - " - Delta_f * phi**3 * (10 - 15 * phi + 6 * phi**2))\n", - "volumes = fp.CellVariable(mesh=mesh, value=mesh.cellVolumes)\n", - "F = ftot.cellVolumeAverage * volumes.sum()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Define nucleation\n", - "\n", - "Generate supercritical seeds with $r_0 = 1.1r^∗$. When adding a new seed, simply add the $\\phi$ values given by the $\\phi(r)$ profile\n", - "> \\begin{align}\n", - "\\phi_i(\\vec{r}) &= \\frac{1}{2}\\left[1 - \\tanh\\left(\\frac{\\left|\\vec{r} - \\vec{r}_i\\right| - 1.1 r^*}{\\sqrt{2}}\\right)\\right]\\tag{18}\n", - "\\end{align}\n", - "\n", - "to the $\\phi$ values already in the domain,\n", - "\n", - "> $\\phi$ is set to unity in regions of overlaps of nuclei" - ] - }, - { - "cell_type": "code", - "execution_count": 79, - "metadata": { - "ExecuteTime": { - "end_time": "2019-10-13T11:27:55.967486Z", - "start_time": "2019-10-13T11:27:55.962016Z" - } - }, - "outputs": [], - "source": [ - "def nucleus(x0, y0, r0):\n", - " r = nmx.sqrt((x - x0)**2 + (y - y0)**2)\n", - "\n", - " return (1 - nmx.tanh((r - r0) / nmx.sqrt(2.))) / 2" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Determine nucleation times\n", - "Either load nucleation times from `path/to/restart/nucleii.txt`, based on directory of `args.restart`\n", - "\n", - "or\n", - "\n", - "> 100 random nucleation times $t_i$ are generated, $i=1,\\ldots,100$, drawn from a uniform distribution in the interval $t_i \\in [0,600)$" - ] - }, - { - "cell_type": "code", - "execution_count": 80, - "metadata": { - "ExecuteTime": { - "end_time": "2019-10-13T11:27:55.979827Z", - "start_time": "2019-10-13T11:27:55.971903Z" - } - }, - "outputs": [], - "source": [ - "if parallelComm.procID == 0:\n", - " if args.restart is not None:\n", - " fname = os.path.join(os.path.dirname(args.restart), \"nucleii.npy\")\n", - " nucleii = nmx.load(fname)\n", - " else:\n", - " times = nmx.random.random(args.numnuclei) * args.totaltime\n", - " times.sort()\n", - " nucleii = nmx.concatenate((times[..., nmx.newaxis],\n", - " (nmx.random.random((args.numnuclei, 2))\n", - " * args.nucleation_scale)),\n", - " axis=-1)\n", - "else:\n", - " nucleii = None\n", - "nucleii = parallelComm.bcast(nucleii, root=0)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Setup output" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Setup ouput storage" - ] - }, - { - "cell_type": "code", - "execution_count": 81, - "metadata": { - "ExecuteTime": { - "end_time": "2019-10-13T11:27:57.903813Z", - "start_time": "2019-10-13T11:27:55.983663Z" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "storing results in nucleation32\n" - ] - } - ], - "source": [ - "if (args.output is not None) and (parallelComm.procID == 0):\n", - " if args.store_by_solver:\n", - " suite = solver.__module__.split('.')[2]\n", - " if args.preconditioner is None:\n", - " preconditioner_name = \"none\"\n", - " else:\n", - " preconditioner_name = precon.__class__.__name__\n", - " path = os.path.join(args.output, suite,\n", - " solver.__class__.__name__,\n", - " preconditioner_name,\n", - " str(nx * ny))\n", - " else:\n", - " path = args.output\n", - "\n", - " os.makedirs(path)\n", - "\n", - "if parallelComm.procID == 0:\n", - " print(\"storing results in {0}\".format(path))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Create particle counter" - ] - }, - { - "cell_type": "code", - "execution_count": 82, - "metadata": {}, - "outputs": [], - "source": [ - "from scipy import ndimage\n", - "\n", - "class LabelVariable(fp.CellVariable):\n", - " \"\"\"Label features in `var` using scipy.ndimage.label\n", - " \n", - " Parameters\n", - " ----------\n", - " var : ~fipy.variables.cellVariable.CellVariable\n", - " Field to be labeled. Any values equal to or greater than `threshold`\n", - " are counted as features and values below are considered the background.\n", - " \n", - " .. important:\n", - " Only sensible if `var` is defined on a `...Grid...` Mesh.\n", - " structure : array_like, optional\n", - " A structuring element that defines feature connections.\n", - " `structure` must be centrosymmetric\n", - " (see ```scipy.ndimage.label`` Notes\n", - " `_).\n", - " If no structuring element is provided,\n", - " one is automatically generated with a squared connectivity equal to\n", - " one. That is, for a 2-D `input` array, the default structuring element\n", - " is::\n", - " [[0,1,0],\n", - " [1,1,1],\n", - " [0,1,0]]\n", - " threshold : float, optional\n", - " Boundary value between features (inclusive) and background.\n", - " dtype : date-type, optional\n", - " The desired data-type for the labels. Note that the type must be able\n", - " to store the largest label, or this Variable will raise an Exception.\n", - " Default: int.\n", - " \"\"\"\n", - " def __init__(self, var, structure=None, threshold=0.5, dtype=int):\n", - " # We want our value to hold dtype,\n", - " # but if we pass an array, the CellVariable\n", - " # will probably be wonky\n", - " value = fp.numerix.array(0.).astype(dtype).item()\n", - " fp.CellVariable.__init__(self,\n", - " mesh=var.mesh,\n", - " value=value,\n", - " elementshape=var.shape[:-1])\n", - " self.var = self._requires(var)\n", - " self.structure = structure\n", - " self.threshold = threshold\n", - " self.dtype = dtype\n", - " self._num_features = None\n", - " \n", - " def _calcValue(self):\n", - " \"\"\"Label features of `var`\n", - " \n", - " Side-effect: sets self._num_features\n", - " \"\"\"\n", - " arr = (self.var.globalValue > self.threshold).astype(self.dtype)\n", - " shape = (self.var.mesh.args['nx'], self.var.mesh.args['ny'])\n", - " arr = arr.reshape(shape)\n", - " self._num_features = ndimage.label(input=arr,\n", - " structure=self.structure,\n", - " output=arr)\n", - " return arr.flat\n", - " \n", - " @property\n", - " def num_features(self):\n", - " \"\"\"How many objects were found\n", - " \"\"\"\n", - " if self.stale or not self._isCached() or self._num_features is None:\n", - " self._getValue()\n", - "\n", - " return self._num_features" - ] - }, - { - "cell_type": "code", - "execution_count": 83, - "metadata": {}, - "outputs": [], - "source": [ - "labels = LabelVariable(phi, threshold=0.5)" - ] - }, - { - "cell_type": "code", - "execution_count": 84, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "if isnotebook:\n", - " labelViewer = fp.Viewer(vars=labels, datamin=0, datamax=25)\n", - " labelViewer.plot()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Define output routines" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 85, - "metadata": { - "ExecuteTime": { - "end_time": "2019-10-13T11:27:57.917659Z", - "start_time": "2019-10-13T11:27:57.907449Z" - } - }, - "outputs": [], - "source": [ - "def saveStats(elapsed):\n", - " if parallelComm.procID == 0:\n", - " fname = os.path.join(path, 'stats.txt')\n", - " if os.path.exists(fname):\n", - " # backup before overwrite\n", - " os.rename(fname, fname + \".save\")\n", - " try:\n", - " nmx.savetxt(fname,\n", - " stats,\n", - " delimiter=\"\\t\",\n", - " comments='',\n", - " header=\"\\t\".join([\"time\", \"fraction\", \"particle_count\", \"energy\"]))\n", - " except:\n", - " # restore from backup\n", - " os.rename(fname + \".save\", fname)\n", - " if os.path.exists(fname + \".save\"):\n", - " os.remove(fname + \".save\")\n", - "\n", - "def current_stats(elapsed):\n", - " return [float(x) for x in [elapsed, phi.cellVolumeAverage, labels.num_features, F]]\n", - "\n", - "def savePhi(elapsed):\n", - " phi_value = phi.globalValue.reshape((nx, ny))\n", - " if parallelComm.procID == 0:\n", - " fname = os.path.join(path, \"t={}.npz\".format(elapsed))\n", - " nmx.savez(fname, phi=phi_value)\n", - "\n", - "def saveMatrix(elapsed):\n", - " mtxname = os.path.join(path, \"t={}.mtx\".format(elapsed))\n", - " eq.matrix.exportMmf(mtxname)\n", - "\n", - " rhs_value = eq.RHSvector\n", - " if parallelComm.procID == 0:\n", - " rhsname = os.path.join(path, \"t={}.rhs.npz\".format(elapsed))\n", - " nmx.savez(rhsname, rhs=rhs_value)\n", - "\n", - "def checkpoint_data(elapsed, store_matrix=False):\n", - " saveStats(elapsed)\n", - " savePhi(elapsed)\n", - " if store_matrix:\n", - " saveMatrix(elapsed)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Output initial condition" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Figure out when to save" - ] - }, - { - "cell_type": "code", - "execution_count": 86, - "metadata": { - "ExecuteTime": { - "end_time": "2019-10-13T11:27:57.929625Z", - "start_time": "2019-10-13T11:27:57.922003Z" - }, - "code_folding": [ - 2 - ] - }, - "outputs": [], - "source": [ - "checkpoints = (fp.numerix.arange(int(elapsed / args.checkpoint_interval),\n", - " int(args.totaltime / args.checkpoint_interval))\n", - " + 1) * args.checkpoint_interval\n", - "\n", - "checkpoints.sort()" - ] - }, - { - "cell_type": "code", - "execution_count": 87, - "metadata": { - "ExecuteTime": { - "end_time": "2019-10-13T11:27:57.995434Z", - "start_time": "2019-10-13T11:27:57.934002Z" - } - }, - "outputs": [], - "source": [ - "if args.restart is not None:\n", - " fname = os.path.join(os.path.dirname(args.restart), \"stats.txt\")\n", - " stats = nmx.loadtxt(fname, skiprows=1)\n", - " stats = stats[stats[..., 0] <= elapsed].tolist()\n", - "else:\n", - " stats = []\n", - " stats.append(current_stats(elapsed))\n", - "\n", - "checkpoint_data(elapsed)\n", - " \n", - "if parallelComm.procID == 0:\n", - " nmx.save(os.path.join(path, 'nucleii.npy'), nucleii, allow_pickle=False)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Solve and output" - ] - }, - { - "cell_type": "code", - "execution_count": 88, - "metadata": { - "ExecuteTime": { - "end_time": "2019-10-13T11:27:58.004270Z", - "start_time": "2019-10-13T11:27:57.999215Z" - } - }, - "outputs": [], - "source": [ - "times = fp.tools.concatenate([checkpoints, nucleii[..., 0]])\n", - "times.sort()\n", - "times = times[(times > elapsed) & (times <= args.totaltime)]" - ] - }, - { - "cell_type": "code", - "execution_count": 89, - "metadata": { - "ExecuteTime": { - "end_time": "2019-10-13T11:29:26.493420Z", - "start_time": "2019-10-13T11:27:58.008465Z" - } - }, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "ename": "ZeroDivisionError", - "evalue": "float division by zero", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mZeroDivisionError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn [89], line 24\u001b[0m\n\u001b[1;32m 21\u001b[0m solver\u001b[38;5;241m.\u001b[39m_log\u001b[38;5;241m.\u001b[39mdebug(json\u001b[38;5;241m.\u001b[39mdumps(state))\n\u001b[1;32m 23\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m sweep \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mrange\u001b[39m(args\u001b[38;5;241m.\u001b[39msweeps):\n\u001b[0;32m---> 24\u001b[0m res \u001b[38;5;241m=\u001b[39m eq\u001b[38;5;241m.\u001b[39msweep(var\u001b[38;5;241m=\u001b[39mphi, dt\u001b[38;5;241m=\u001b[39mstep\u001b[38;5;241m.\u001b[39msize, solver\u001b[38;5;241m=\u001b[39msolver)\n\u001b[1;32m 26\u001b[0m state[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mstate\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mEND\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 27\u001b[0m solver\u001b[38;5;241m.\u001b[39m_log\u001b[38;5;241m.\u001b[39mdebug(json\u001b[38;5;241m.\u001b[39mdumps(state))\n", - "File \u001b[0;32m~/Documents/research/FiPy/fipy/fipy/terms/term.py:237\u001b[0m, in \u001b[0;36mTerm.sweep\u001b[0;34m(self, var, solver, boundaryConditions, dt, underRelaxation, residualFn, cacheResidual, cacheError)\u001b[0m\n\u001b[1;32m 234\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m cacheResidual:\n\u001b[1;32m 235\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mresidualVector \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[0;32m--> 237\u001b[0m \u001b[43msolver\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_solve\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 239\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m residual\n", - "File \u001b[0;32m~/Documents/research/FiPy/fipy/fipy/solvers/petsc/petscSolver.py:70\u001b[0m, in \u001b[0;36mPETScSolver._solve\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 64\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m ((\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmatrix \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m)\n\u001b[1;32m 65\u001b[0m \u001b[38;5;129;01mor\u001b[39;00m (\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmatrix\u001b[38;5;241m.\u001b[39mmatrix\u001b[38;5;241m.\u001b[39msizes[\u001b[38;5;241m0\u001b[39m][\u001b[38;5;241m1\u001b[39m] \u001b[38;5;241m!=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmatrix\u001b[38;5;241m.\u001b[39mmatrix\u001b[38;5;241m.\u001b[39msizes[\u001b[38;5;241m1\u001b[39m][\u001b[38;5;241m1\u001b[39m])\n\u001b[1;32m 66\u001b[0m \u001b[38;5;129;01mor\u001b[39;00m (\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmatrix\u001b[38;5;241m.\u001b[39mmatrix\u001b[38;5;241m.\u001b[39msizes[\u001b[38;5;241m0\u001b[39m][\u001b[38;5;241m1\u001b[39m] \u001b[38;5;241m!=\u001b[39m overlappingVector\u001b[38;5;241m.\u001b[39msize)):\n\u001b[1;32m 68\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m SolutionVariableNumberError\n\u001b[0;32m---> 70\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_solve_\u001b[49m\u001b[43m(\u001b[49m\u001b[43mglobalMatrix\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmatrix\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\n\u001b[1;32m 71\u001b[0m \u001b[43m \u001b[49m\u001b[43moverlappingVector\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\n\u001b[1;32m 72\u001b[0m \u001b[43m \u001b[49m\u001b[43moverlappingRHSvector\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 74\u001b[0m value \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmatrix\u001b[38;5;241m.\u001b[39m_petsc2fipyGhost(vec\u001b[38;5;241m=\u001b[39moverlappingVector)\n\u001b[1;32m 75\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mvar\u001b[38;5;241m.\u001b[39mvalue \u001b[38;5;241m=\u001b[39m numerix\u001b[38;5;241m.\u001b[39mreshape(value, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mvar\u001b[38;5;241m.\u001b[39mshape)\n", - "File \u001b[0;32m~/Documents/research/FiPy/fipy/fipy/solvers/petsc/petscKrylovSolver.py:75\u001b[0m, in \u001b[0;36mPETScKrylovSolver._solve_\u001b[0;34m(self, L, x, b)\u001b[0m\n\u001b[1;32m 72\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 73\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mpreconditioner\u001b[38;5;241m.\u001b[39m_applyToSolver(solver\u001b[38;5;241m=\u001b[39mksp, matrix\u001b[38;5;241m=\u001b[39mL)\n\u001b[0;32m---> 75\u001b[0m tolerance_factor, suite_criterion \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_adaptTolerance\u001b[49m\u001b[43m(\u001b[49m\u001b[43mL\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mb\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 76\u001b[0m ksp\u001b[38;5;241m.\u001b[39msetTolerances(rtol\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mtolerance \u001b[38;5;241m*\u001b[39m tolerance_factor, max_it\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39miterations)\n\u001b[1;32m 77\u001b[0m ksp\u001b[38;5;241m.\u001b[39msetNormType(suite_criterion)\n", - "File \u001b[0;32m~/Documents/research/FiPy/fipy/fipy/solvers/solver.py:223\u001b[0m, in \u001b[0;36mSolver._adaptTolerance\u001b[0;34m(self, L, x, b)\u001b[0m\n\u001b[1;32m 211\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_adaptTolerance\u001b[39m(\u001b[38;5;28mself\u001b[39m, L, x, b):\n\u001b[1;32m 212\u001b[0m adapt \u001b[38;5;241m=\u001b[39m {\n\u001b[1;32m 213\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdefault\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_adaptDefaultTolerance,\n\u001b[1;32m 214\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124munscaled\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_adaptUnscaledTolerance,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 220\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mnatural\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_adaptNaturalTolerance\n\u001b[1;32m 221\u001b[0m }\n\u001b[0;32m--> 223\u001b[0m tolerance_factor, suite_criterion \u001b[38;5;241m=\u001b[39m \u001b[43madapt\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcriterion\u001b[49m\u001b[43m]\u001b[49m\u001b[43m(\u001b[49m\u001b[43mL\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mb\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 225\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m tolerance_factor, suite_criterion\n", - "File \u001b[0;32m~/Documents/research/FiPy/fipy/fipy/solvers/petsc/petscKrylovSolver.py:57\u001b[0m, in \u001b[0;36mPETScKrylovSolver._adaptInitialTolerance\u001b[0;34m(self, L, x, b)\u001b[0m\n\u001b[1;32m 56\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_adaptInitialTolerance\u001b[39m(\u001b[38;5;28mself\u001b[39m, L, x, b):\n\u001b[0;32m---> 57\u001b[0m factor \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_residualNorm\u001b[49m\u001b[43m(\u001b[49m\u001b[43mL\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mb\u001b[49m\u001b[43m)\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m/\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_rhsNorm\u001b[49m\u001b[43m(\u001b[49m\u001b[43mL\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mb\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 58\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m (factor, PETSc\u001b[38;5;241m.\u001b[39mKSP\u001b[38;5;241m.\u001b[39mNormType\u001b[38;5;241m.\u001b[39mUNPRECONDITIONED)\n", - "\u001b[0;31mZeroDivisionError\u001b[0m: float division by zero" - ] - } - ], - "source": [ - "from steppyngstounes import CheckpointStepper, FixedStepper\n", - "\n", - "eq.cacheMatrix()\n", - "eq.cacheRHSvector()\n", - "\n", - "phi.updateOld()\n", - "for checkpoint in CheckpointStepper(start=elapsed,\n", - " stops=times,\n", - " stop=args.totaltime):\n", - "\n", - " for step in FixedStepper(start=checkpoint.begin,\n", - " stop=checkpoint.end,\n", - " size=1.):\n", - "\n", - " state = dict(state=\"START\", numberOfElements=mesh.numberOfCells, sweeps=args.sweeps)\n", - " if precon is None:\n", - " state[\"preconditioner\"] = None\n", - " else:\n", - " state[\"preconditioner\"] = precon.__class__.__name__\n", - "\n", - " solver._log.debug(json.dumps(state))\n", - "\n", - " for sweep in range(args.sweeps):\n", - " res = eq.sweep(var=phi, dt=step.size, solver=solver)\n", - "\n", - " state[\"state\"] = \"END\"\n", - " solver._log.debug(json.dumps(state))\n", - "\n", - " phi.updateOld()\n", - " stats.append(current_stats(step.end))\n", - "\n", - " _ = step.succeeded(error=res / 1e-3)\n", - "\n", - " for tt, xx, yy in nucleii[nucleii[..., 0] == checkpoint.end]:\n", - " phi.setValue(phi + nucleus(x0=xx, y0=yy, r0=args.factor * 2))\n", - " phi.setValue(1., where=phi > 1.)\n", - " phi.updateOld()\n", - "\n", - " if checkpoint.end in checkpoints:\n", - " # don't save nucleation events?\n", - " checkpoint_data(checkpoint.end, store_matrix=args.store_matrix)\n", - "\n", - " if isnotebook:\n", - " viewer.plot()\n", - " # labelViewer.plot()\n", - "\n", - " _ = checkpoint.succeeded()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.6" - }, - "toc": { - "base_numbering": "1", - "nav_menu": {}, - "number_sections": false, - "sideBar": true, - "skip_h1_title": false, - "title_cell": "Table of Contents", - "title_sidebar": "Contents", - "toc_cell": false, - "toc_position": { - "height": "calc(100% - 180px)", - "left": "10px", - "top": "150px", - "width": "299.091px" - }, - "toc_section_display": true, - "toc_window_display": true - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/examples/benchmarking/solvers/codes/scripts/diffusion.py b/examples/benchmarking/solvers/codes/scripts/diffusion.py deleted file mode 100644 index 6c78908210..0000000000 --- a/examples/benchmarking/solvers/codes/scripts/diffusion.py +++ /dev/null @@ -1,345 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Diffusion Benchmark -# -# FiPy implementation of diffusion in 2D - -# **Do not edit `diffusion.py`**. Generate the batch-runnable file from the notebook with -# ```bash -# jupyter nbconvert diffusion.ipynb --to python -# ``` - -# ## Import Python modules - -# In[1]: - - -import argparse -import json -import os -import re -import sys - -import fipy as fp -from fipy.tools import numerix as nmx -from fipy.tools import parallelComm - - -# Jupyter notebook handles some things differently than from the commandline - -# In[2]: - - -try: - from IPython import get_ipython - isnotebook = get_ipython() is not None -except: - isnotebook = False - - -# ## Initialize -# ### Load parameters - -# In[24]: - - -parser = argparse.ArgumentParser() -parser.add_argument("--output", help="directory to store results in", - default=os.getcwd()) -parser.add_argument("--store_by_solver", - help="store results in nested subdirectories based on solver," - "preconditioner, and system size", - action='store_true') -parser.add_argument("--restart", help="solution to initialize from", - default=None) -parser.add_argument("--checkpoint_interval", help="frequency to save results", - type=float, default=1.) -parser.add_argument("--totaltime", help="duration of full simulation", - type=float, default=1.) -parser.add_argument("--numberOfElements", help="number of total cells in a Grid2D", - type=int, default=1000000) -parser.add_argument("--solver", help="solver class to use", - choices=("pcg", "cgs", "gmres", "lu"), default="pcg") -parser.add_argument("--preconditioner", help="preconditioner class to use", - choices=("jacobi", "ilu", "ssor", "icc", "none"), default="none") -parser.add_argument("--sweeps", help="number of nonlinear sweeps to take", - type=int, default=5) -parser.add_argument("--iterations", help="maximum number of linear iterations to take for each sweep", - type=int, default=1000) -parser.add_argument("--tolerance", help="linear solver tolerance", - type=float, default=1e-10) -parser.add_argument("--left", help="value of left-hand Dirichlet condition", - type=float, default=1.) -parser.add_argument("--right", help="value of right-hand Dirichlet condition", - type=float, default=0.) -parser.add_argument("--store_matrix", - help="store the matrix and RHS vector along with other output", - action='store_true') - - -# ### Set any parameters for interactive notebook - -# In[44]: - - -if isnotebook: - # argv = ["--numberOfElements=10000", "--totaltime=1.2", "--checkpoint_interval=0.12", - # "--nucleation_scale=100", "--output=nucleation6"] - argv = ["--numberOfElements=1000000", "--output=diffusion01", - "--store_matrix"] -else: - argv = None - - -# In[45]: - - -args, unknowns = parser.parse_known_args(args=argv) - - -# ### Initialize mesh and solution variables -# -# Either restart from some `path/to/restart/t={time}.npz`, where the time is assigned to `elapsed` -# -# or -# -# Create a mesh based on parameters. The default is a 1 x 1 domain subdivided into 1000 cells in each direction. - -# In[46]: - - -nx = ny = int(nmx.sqrt(args.numberOfElements)) -mesh = fp.Grid2D(nx=nx, Lx=1., ny=ny, Ly=1.) -phi = fp.CellVariable(mesh=mesh, name="$\phi$", value=1., hasOld=True) -elapsed = 0. - - -# In[47]: - - -if args.restart is not None: - data = nmx.load(args.restart) - lower, upper = int((1000 - nx) / 2), int((1000 + nx) / 2) - phi.setValue(data["phi"][lower:upper, lower:upper].flat) - - # scanf("%g") simulator - # https://docs.python.org/3/library/re.html#simulating-scanf - scanf_g = "[-+]?(\d+(\.\d*)?|\.\d+)([eE][-+]?\d+)?" - pattern = ".*t=({g})\.npz".format(g=scanf_g) - elapsed = float(re.match(pattern, args.restart).group(1)) - - -# In[48]: - - -x, y = mesh.cellCenters[0], mesh.cellCenters[1] -X, Y = mesh.faceCenters[0], mesh.faceCenters[1] - - -# In[49]: - - -if isnotebook: - viewer = fp.Viewer(vars=phi, datamin=0., datamax=1.) - viewer.plot() - - -# ## Create solver - -# In[50]: - - -precon = None - -if args.preconditioner == "jacobi": - precon = fp.JacobiPreconditioner() -elif args.preconditioner == "ilu": - precon = fp.ILUPreconditioner() -elif args.preconditioner == "ssor": - precon = fp.SSORPreconditioner() -elif args.preconditioner == "icc": - precon = fp.ICPreconditioner() -elif args.preconditioner == "none": - precon = None - -if args.solver == "cgs": - solver_class = fp.LinearCGSSolver -elif args.solver == "gmres": - solver_class = fp.LinearGMRESSolver -elif args.solver == "lu": - if args.preconditioner != "none": - # preconditioned lu doesn't make any sense - exit() - - solver_class = fp.LinearLUSolver -elif args.solver == "pcg": - solver_class = fp.LinearPCGSolver - -solver = solver_class(tolerance=args.tolerance, criterion="initial", - iterations=args.iterations, precon=precon) - - -# ## Define governing equation - -# We solve the non-linear diffusion equation -# \begin{align} -# \frac{\partial\phi}{\partial t} = \nabla\cdot\left(\phi\nabla\phi\right) -# \end{align} - -# In[51]: - - -eq = fp.TransientTerm() == fp.DiffusionTerm(coeff=phi) - - -# with boundary conditions -# \begin{align} -# \phi|_{x=0} &= \phi_\text{left} -# \\ -# \phi|_{x=1} &= \phi_\text{right} -# \\ -# \hat{n}\cdot\left(\phi\nabla\phi\right)|_{y=0} &= 0 -# \\ -# \hat{n}\cdot\left(\phi\nabla\phi\right)|_{y=1} &= 0 -# \end{align} - -# In[52]: - - -phi.constrain(args.left, where=mesh.facesLeft) -phi.constrain(args.right, where=mesh.facesRight) - - -# ## Setup output - -# ### Setup ouput storage - -# In[53]: - - -if (args.output is not None) and (parallelComm.procID == 0): - if args.store_by_solver: - suite = solver.__module__.split('.')[2] - if args.preconditioner is None: - preconditioner_name = "none" - else: - preconditioner_name = precon.__class__.__name__ - path = os.path.join(args.output, suite, - solver.__class__.__name__, - preconditioner_name, - str(nx * ny)) - else: - path = args.output - - os.makedirs(path) - -if parallelComm.procID == 0: - print("storing results in {0}".format(path)) - - -# ### Define output routines - -# In[54]: - - -def savePhi(elapsed): - phi_value = phi.globalValue.reshape((nx, ny)) - if parallelComm.procID == 0: - fname = os.path.join(path, "t={}.npz".format(elapsed)) - nmx.savez(fname, phi=phi_value) - -def saveMatrix(elapsed): - mtxname = os.path.join(path, "t={}.mtx".format(elapsed)) - eq.matrix.exportMmf(mtxname) - - rhs_value = eq.RHSvector - if parallelComm.procID == 0: - rhsname = os.path.join(path, "t={}.rhs.npz".format(elapsed)) - nmx.savez(rhsname, rhs=rhs_value) - -def checkpoint_data(elapsed, store_matrix=False): - savePhi(elapsed) - if store_matrix: - saveMatrix(elapsed) - - -# ### Output initial condition - -# ### Figure out when to save - -# In[55]: - - -checkpoints = (fp.numerix.arange(int(elapsed / args.checkpoint_interval), - int(args.totaltime / args.checkpoint_interval)) - + 1) * args.checkpoint_interval - -checkpoints.sort() - - -# In[56]: - - -checkpoint_data(elapsed) - - -# ## Solve and output - -# In[57]: - - -times = checkpoints.copy() -times.sort() -times = times[(times > elapsed) & (times <= args.totaltime)] - - -# In[58]: - - -from steppyngstounes import CheckpointStepper, FixedStepper - -eq.cacheMatrix() -eq.cacheRHSvector() - -phi.updateOld() -for checkpoint in CheckpointStepper(start=elapsed, - stops=times, - stop=args.totaltime): - - for step in FixedStepper(start=checkpoint.begin, - stop=checkpoint.end, - size=1.): - - state = dict(state="START", numberOfElements=mesh.numberOfCells, sweeps=args.sweeps) - if precon is None: - state["preconditioner"] = None - else: - state["preconditioner"] = precon.__class__.__name__ - - solver._log.debug(json.dumps(state)) - - for sweep in range(args.sweeps): - res = eq.sweep(var=phi, dt=step.size, solver=solver) - - state["state"] = "END" - solver._log.debug(json.dumps(state)) - - phi.updateOld() - - _ = step.succeeded(error=res / 1e-3) - - if checkpoint.end in checkpoints: - checkpoint_data(checkpoint.end, store_matrix=args.store_matrix) - - if isnotebook: - viewer.plot() - - _ = checkpoint.succeeded() - - -# In[ ]: - - - - diff --git a/examples/benchmarking/solvers/codes/scripts/dispatch.sh b/examples/benchmarking/solvers/codes/scripts/dispatch.sh deleted file mode 100644 index ea660eed10..0000000000 --- a/examples/benchmarking/solvers/codes/scripts/dispatch.sh +++ /dev/null @@ -1,152 +0,0 @@ -#!/bin/bash - -# E.g., -# bash examples/benchmarking/solvers/dispatch.sh --env fipy27 --solversuite pysparse --log examples/benchmarking/solvers/macos_config.json diffusion.py --preconditioner=ilu - -USAGE="usage: $0 [-h] [--env ENV] [--cmd CMD] [--np NP] [--mprof] [--] SCRIPT [ARGS] - -Iterates over solvers and mesh sizes by calling setup.sh, which activates -the appropriate conda environment and calls python on SCRIPT - -positional arguments: - SCRIPT Python script to launch (expected to be in same - directory as $0) - -optional arguments: - -h, --help show this help message and exit - --qsub Invoke SCRIPT using 'qsub -cwd' for Sun grid engine - (default: invoke using bash) - --sbatch Invoke SCRIPT using 'sbatch ???' for slurm - (default: invoke using bash) - --env ENV Conda environment to activate before invoking SCRIPT - (default: fipy) - --np NP Number of processes to invoke SCRIPT with (default: 1) - --mprof Whether to run mprof profiler (default: False) - --log CONFIG LOG Path to log configuration file template and - path for log file. - --solversuite SUITE Solver package to use - --powermin POWERMIN Power of ten for minimum size, minsize = 10**POWERMIN - --powermin POWERMAX Power of ten for maximum size, maxsize = 10**POWERMAX - --powerstep POWERSTEP Increment in power of ten for size" - -QSUB=0 -SBATCH="" -SLURMTIME="1:00:00" -ENV=fipy -NP=1 -LOGCONFIG="" -LOGFILE="" -PYTHON=python -SOLVERSUITE=petsc -PRECONDITIONERS=none -POWERMIN=1 -POWERMAX=6 -POWERSTEP=1 - -while [[ $# > 0 ]] && [[ $1 == -* ]] -do - case "$1" in - --qsub) - QSUB=1 - ;; - --sbatch) - SBATCH="$2" - SLURMTIME="$3" - shift # option has two parameters - shift - ;; - --env) - ENV="$2" - shift # option has parameter - ;; - --np) - NP="$2" - shift # option has parameter - ;; - --log) - LOGCONFIG="$2" - LOGFILE="$3" - shift # option has two parameters - shift - ;; - --mprof) - PYTHON="mprof run" - ;; - --solversuite) - SOLVERSUITE="$2" - shift # option has parameter - ;; - --powermin) - POWERMIN="$2" - shift # option has parameter - ;; - --powermax) - POWERMAX="$2" - shift # option has parameter - ;; - --powerstep) - POWERMAX="$2" - shift # option has parameter - ;; - --preconditioners) - PRECONDITIONERS="$2" - shift # option has parameter - ;; - -h|--help) - echo "$USAGE" - exit 0 - ;; - --) - # end of options - shift - break - ;; - -*) - # unknown option - echo Unknown option: $1>&2 - exit 10 - ;; - esac - shift # option(s) fully processed, proceed to next input argument -done - -if [[ "$#" < 1 ]]; then - echo "$USAGE" - exit 1 -fi - -SCRIPT=$1 -shift - -if [[ $NP > 1 ]]; then - MPI="mpirun -np ${NP}" -else - MPI="" -fi - -for (( POWER=${POWERMIN}; POWER<=${POWERMAX}; POWER+=${POWERSTEP} )) -do - size=$((10**${POWER})) - for solver in pcg cgs gmres lu - do - for preconditioner in $PRECONDITIONERS - do - INVOCATION="OMP_NUM_THREADS=1 FIPY_SOLVERS=${SOLVERSUITE} ${LOG_CONFIG} \ - ${MPI} ${PYTHON} ${BASH_SOURCE%/*}/${SCRIPT} \ - --numberOfElements=${size} --solver=${solver} --preconditioner=${preconditioner} $@" - - JOBNAME="${SCRIPT}-${SOLVERSUITE}-${size}-${preconditioner}-${solver}" - - if [[ $QSUB == 1 ]]; then - qsub -cwd -pe nodal ${NP} -q "wide64" -o "${dir}" -e "${dir}" "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} - elif [[ -n $SBATCH ]]; then - sbatch --partition=${SBATCH} --job-name=${JOBNAME} --ntasks=${NP} \ - --ntasks-per-core=2 --time=${SLURMTIME} \ - "${BASH_SOURCE%/*}/setup.sh" --log ${LOGCONFIG} ${LOGFILE} --env "${ENV}" -- ${INVOCATION} - else - echo bash "${BASH_SOURCE%/*}/setup.sh" --env "${ENV}" -- ${INVOCATION} - bash "${BASH_SOURCE%/*}/setup.sh" --log ${LOGCONFIG} ${LOGFILE} --env "${ENV}" -- ${INVOCATION} - fi - done - done -done diff --git a/examples/benchmarking/solvers/codes/scripts/nucleation.py b/examples/benchmarking/solvers/codes/scripts/nucleation.py deleted file mode 100644 index c62f6e5fad..0000000000 --- a/examples/benchmarking/solvers/codes/scripts/nucleation.py +++ /dev/null @@ -1,581 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Phase Field Benchmark 8c -# ## Explicit nucleation, multiple seeds at random times -# FiPy implementation of problem 3 in *Nucleation Benchmark Problem*, Wenkun Wu *et al.*, January 16, 2020 -# -# Based on problem 2.3 in *Benchmark problems for nucleation*, Tamás Pusztai, September 25, 2019 -# -# Revised to [PFHub statement](https://pages.nist.gov/pfhub/benchmarks/benchmark8.ipynb/#Part-%28c%29) - -# **Do not edit `nucleation.py`**. Generate the batch-runnable file from the notebook with -# ```bash -# jupyter nbconvert nucleation.ipynb --to python -# ``` - -# ## Import Python modules - -# In[4]: - - -import argparse -import json -import os -import re -import sys - -import fipy as fp -from fipy.tools import numerix as nmx -from fipy.tools import parallelComm - - -# Jupyter notebook handles some things differently than from the commandline - -# In[5]: - - -try: - from IPython import get_ipython - isnotebook = get_ipython() is not None -except: - isnotebook = False - - -# ## Initialize -# ### Load parameters - -# In[6]: - - -parser = argparse.ArgumentParser() -parser.add_argument("--output", help="directory to store results in", - default=os.getcwd()) -parser.add_argument("--store_by_solver", - help="store results in nested subdirectories based on solver," - "preconditioner, and system size", - action='store_true') -parser.add_argument("--restart", help="solution to initialize from", - default=None) -parser.add_argument("--checkpoint_interval", help="frequency to save results", - type=float, default=6.) -parser.add_argument("--totaltime", help="duration of full simulation", - type=float, default=600.) -parser.add_argument("--numnuclei", help="number of nuclei", - type=int, default=100) -parser.add_argument("--factor", help="fraction of critical nucleus size for new nuclei", - type=float, default=1.1) -parser.add_argument("--nucleation_scale", help="size of domain for nuclei", - type=float, default=1000) -parser.add_argument("--numberOfElements", help="number of total cells in a Grid2D", - type=int, default=1000000) -parser.add_argument("--solver", help="solver class to use", - choices=("pcg", "cgs", "gmres", "lu"), default="pcg") -parser.add_argument("--preconditioner", help="preconditioner class to use", - choices=("jacobi", "ilu", "ssor", "icc", "none"), default="none") -parser.add_argument("--sweeps", help="number of nonlinear sweeps to take", - type=int, default=5) -parser.add_argument("--iterations", help="maximum number of linear iterations to take for each sweep", - type=int, default=1000) -parser.add_argument("--tolerance", help="linear solver tolerance", - type=float, default=1e-10) -parser.add_argument("--store_matrix", - help="store the matrix and RHS vector along with other output", - action='store_true') - - -# ### Set any parameters for interactive notebook - -# In[68]: - - -if isnotebook: - # argv = ["--numberOfElements=10000", "--totaltime=1.2", "--checkpoint_interval=0.12", - # "--nucleation_scale=100", "--output=nucleation6"] - argv = ["--numberOfElements=16", "--nucleation_scale=1000", "--output=nucleation32", - "--restart=../../../../solvers_and_timings/results/nucleation/nucleation18/t=300.0.npz", - "--store_matrix"] -else: - argv = None - - -# In[69]: - - -args, unknowns = parser.parse_known_args(args=argv) - - -# ### Initialize mesh and solution variables -# -# Either restart from some `path/to/restart/t={time}.npz`, where the time is assigned to `elapsed` -# -# or -# -# Create a mesh based on parameters. Set -# > the computational domain is ... 1000×1000 - -# In[70]: - - -nx = ny = int(nmx.sqrt(args.numberOfElements)) -mesh = fp.Grid2D(nx=nx, ny=ny) -phi = fp.CellVariable(mesh=mesh, name="$\phi$", value=0., hasOld=True) -elapsed = 0. - - -# In[71]: - - -if args.restart is not None: - data = nmx.load(args.restart) - lower, upper = int((1000 - nx) / 2), int((1000 + nx) / 2) - phi.setValue(data["phi"][lower:upper, lower:upper].flat) - - # scanf("%g") simulator - # https://docs.python.org/3/library/re.html#simulating-scanf - scanf_g = "[-+]?(\d+(\.\d*)?|\.\d+)([eE][-+]?\d+)?" - pattern = ".*t=({g})\.npz".format(g=scanf_g) - elapsed = float(re.match(pattern, args.restart).group(1)) - - -# In[72]: - - -x, y = mesh.cellCenters[0], mesh.cellCenters[1] -X, Y = mesh.faceCenters[0], mesh.faceCenters[1] - - -# In[73]: - - -if isnotebook: - viewer = fp.Viewer(vars=phi, datamin=0., datamax=1.) - viewer.plot() - - -# ## Create solver - -# In[74]: - - -precon = None - -if args.preconditioner == "jacobi": - precon = fp.JacobiPreconditioner() -elif args.preconditioner == "ilu": - precon = fp.ILUPreconditioner() -elif args.preconditioner == "ssor": - precon = fp.SSORPreconditioner() -elif args.preconditioner == "icc": - precon = fp.ICPreconditioner() -elif args.preconditioner == "none": - precon = None - -if args.solver == "cgs": - solver_class = fp.LinearCGSSolver -elif args.solver == "gmres": - solver_class = fp.LinearGMRESSolver -elif args.solver == "lu": - if args.preconditioner != "none": - # preconditioned lu doesn't make any sense - exit() - - solver_class = fp.LinearLUSolver -elif args.solver == "pcg": - solver_class = fp.LinearPCGSolver - -solver = solver_class(tolerance=args.tolerance, criterion="initial", - iterations=args.iterations, precon=precon) - - -# ## Define governing equation - -# > use only the nondimensional forms of the phase-field and nucleation equations, but without the tildes, for simplicity -# -# > [Set] the driving force to $\Delta f = 1 / (6\sqrt{2})$ - -# In[75]: - - -Delta_f = 1. / (6 * nmx.sqrt(2.)) - - -# > $$r_c = \frac{1}{3\sqrt{2}}\frac{1}{\Delta f} = 2.0$$ - -# In[76]: - - -rc = 2.0 - - -# and define the governing equation -# > \begin{align} -# \frac{\partial\phi}{\partial t} &= \nabla^2\phi - g'(\phi) + \Delta f p'(\phi) \tag{7} -# \end{align} -# -# > $$g(\phi) = \phi^2(1 - \phi)^2 \qquad p(\phi)=\phi^3(10 - 15\phi + 6\phi^2)$$ -# -# Following [`examples/phase/simple.py`](https://www.ctcms.nist.gov/fipy/examples/phase/generated/examples.phase.simple.html) -# -# -# \begin{align} -# \frac{\partial\phi}{\partial t} -# &= \nabla^2\phi + m_\phi \phi (1 - \phi) \notag -# \qquad\text{for $m_\phi \equiv -2(1 - 2\phi) + 30 \phi (1 - \phi) \Delta f$} \notag -# \\ -# &= \nabla^2\phi + S \notag -# \\ -# &\approx \nabla^2\phi + S|_\text{old} -# + \left.{\frac{\partial S}{\partial \phi}}\right|_\text{old} (\phi - \phi_\text{old}) -# \notag \\ -# &= \nabla^2\phi + \left(S - \frac{\partial S}{\partial \phi} \phi\right)_\text{old} -# + \left.{\frac{\partial S}{\partial \phi}}\right|_\text{old} \phi \notag -# \\ -# &= \nabla^2\phi + S_0 + S_1 \phi \notag -# \\ -# S_0 &\equiv \left(S - \frac{\partial S}{\partial \phi} \phi\right)_\text{old} -# \notag \\ -# &= m_\phi \phi_\text{old} (1 - \phi_\text{old}) - S_1 \phi_\text{old} -# \notag \\ -# S_1 &\equiv \left.{\frac{\partial S}{\partial \phi}}\right|_\text{old} -# \notag \\ -# &= \frac{\partial m_\phi}{\partial \phi} \phi (1 - \phi) + m_\phi (1 - 2\phi) -# \notag -# \end{align} - -# In[77]: - - -mPhi = -2 * (1 - 2 * phi) + 30 * phi * (1 - phi) * Delta_f -dmPhidPhi = 4 + 30 * (1 - 2 * phi) * Delta_f -S1 = dmPhidPhi * phi * (1 - phi) + mPhi * (1 - 2 * phi) -S0 = mPhi * phi * (1 - phi) - S1 * phi - -eq = (fp.TransientTerm() == - fp.DiffusionTerm(coeff=1.) + S0 + fp.ImplicitSourceTerm(coeff=S1)) - - -# ## Calculate total free energy -# -# > \begin{align} -# F[\phi] = \int\left[\frac{1}{2}(\nabla\phi)^2 + g(\phi) - \Delta f p(\phi)\right]\,dV \tag{6} -# \end{align} - -# In[78]: - - -ftot = (0.5 * phi.grad.mag**2 - + phi**2 * (1 - phi)**2 - - Delta_f * phi**3 * (10 - 15 * phi + 6 * phi**2)) -volumes = fp.CellVariable(mesh=mesh, value=mesh.cellVolumes) -F = ftot.cellVolumeAverage * volumes.sum() - - -# ## Define nucleation -# -# Generate supercritical seeds with $r_0 = 1.1r^∗$. When adding a new seed, simply add the $\phi$ values given by the $\phi(r)$ profile -# > \begin{align} -# \phi_i(\vec{r}) &= \frac{1}{2}\left[1 - \tanh\left(\frac{\left|\vec{r} - \vec{r}_i\right| - 1.1 r^*}{\sqrt{2}}\right)\right]\tag{18} -# \end{align} -# -# to the $\phi$ values already in the domain, -# -# > $\phi$ is set to unity in regions of overlaps of nuclei - -# In[79]: - - -def nucleus(x0, y0, r0): - r = nmx.sqrt((x - x0)**2 + (y - y0)**2) - - return (1 - nmx.tanh((r - r0) / nmx.sqrt(2.))) / 2 - - -# ### Determine nucleation times -# Either load nucleation times from `path/to/restart/nucleii.txt`, based on directory of `args.restart` -# -# or -# -# > 100 random nucleation times $t_i$ are generated, $i=1,\ldots,100$, drawn from a uniform distribution in the interval $t_i \in [0,600)$ - -# In[80]: - - -if parallelComm.procID == 0: - if args.restart is not None: - fname = os.path.join(os.path.dirname(args.restart), "nucleii.npy") - nucleii = nmx.load(fname) - else: - times = nmx.random.random(args.numnuclei) * args.totaltime - times.sort() - nucleii = nmx.concatenate((times[..., nmx.newaxis], - (nmx.random.random((args.numnuclei, 2)) - * args.nucleation_scale)), - axis=-1) -else: - nucleii = None -nucleii = parallelComm.bcast(nucleii, root=0) - - -# ## Setup output - -# ### Setup ouput storage - -# In[81]: - - -if (args.output is not None) and (parallelComm.procID == 0): - if args.store_by_solver: - suite = solver.__module__.split('.')[2] - if args.preconditioner is None: - preconditioner_name = "none" - else: - preconditioner_name = precon.__class__.__name__ - path = os.path.join(args.output, suite, - solver.__class__.__name__, - preconditioner_name, - str(nx * ny)) - else: - path = args.output - - os.makedirs(path) - -if parallelComm.procID == 0: - print("storing results in {0}".format(path)) - - -# ### Create particle counter - -# In[82]: - - -from scipy import ndimage - -class LabelVariable(fp.CellVariable): - """Label features in `var` using scipy.ndimage.label - - Parameters - ---------- - var : ~fipy.variables.cellVariable.CellVariable - Field to be labeled. Any values equal to or greater than `threshold` - are counted as features and values below are considered the background. - - .. important: - Only sensible if `var` is defined on a `...Grid...` Mesh. - structure : array_like, optional - A structuring element that defines feature connections. - `structure` must be centrosymmetric - (see ```scipy.ndimage.label`` Notes - `_). - If no structuring element is provided, - one is automatically generated with a squared connectivity equal to - one. That is, for a 2-D `input` array, the default structuring element - is:: - [[0,1,0], - [1,1,1], - [0,1,0]] - threshold : float, optional - Boundary value between features (inclusive) and background. - dtype : date-type, optional - The desired data-type for the labels. Note that the type must be able - to store the largest label, or this Variable will raise an Exception. - Default: int. - """ - def __init__(self, var, structure=None, threshold=0.5, dtype=int): - # We want our value to hold dtype, - # but if we pass an array, the CellVariable - # will probably be wonky - value = fp.numerix.array(0.).astype(dtype).item() - fp.CellVariable.__init__(self, - mesh=var.mesh, - value=value, - elementshape=var.shape[:-1]) - self.var = self._requires(var) - self.structure = structure - self.threshold = threshold - self.dtype = dtype - self._num_features = None - - def _calcValue(self): - """Label features of `var` - - Side-effect: sets self._num_features - """ - arr = (self.var.globalValue > self.threshold).astype(self.dtype) - shape = (self.var.mesh.args['nx'], self.var.mesh.args['ny']) - arr = arr.reshape(shape) - self._num_features = ndimage.label(input=arr, - structure=self.structure, - output=arr) - return arr.flat - - @property - def num_features(self): - """How many objects were found - """ - if self.stale or not self._isCached() or self._num_features is None: - self._getValue() - - return self._num_features - - -# In[83]: - - -labels = LabelVariable(phi, threshold=0.5) - - -# In[84]: - - -if isnotebook: - labelViewer = fp.Viewer(vars=labels, datamin=0, datamax=25) - labelViewer.plot() - - -# ### Define output routines - -# In[85]: - - -def saveStats(elapsed): - if parallelComm.procID == 0: - fname = os.path.join(path, 'stats.txt') - if os.path.exists(fname): - # backup before overwrite - os.rename(fname, fname + ".save") - try: - nmx.savetxt(fname, - stats, - delimiter="\t", - comments='', - header="\t".join(["time", "fraction", "particle_count", "energy"])) - except: - # restore from backup - os.rename(fname + ".save", fname) - if os.path.exists(fname + ".save"): - os.remove(fname + ".save") - -def current_stats(elapsed): - return [float(x) for x in [elapsed, phi.cellVolumeAverage, labels.num_features, F]] - -def savePhi(elapsed): - phi_value = phi.globalValue.reshape((nx, ny)) - if parallelComm.procID == 0: - fname = os.path.join(path, "t={}.npz".format(elapsed)) - nmx.savez(fname, phi=phi_value) - -def saveMatrix(elapsed): - mtxname = os.path.join(path, "t={}.mtx".format(elapsed)) - eq.matrix.exportMmf(mtxname) - - rhs_value = eq.RHSvector - if parallelComm.procID == 0: - rhsname = os.path.join(path, "t={}.rhs.npz".format(elapsed)) - nmx.savez(rhsname, rhs=rhs_value) - -def checkpoint_data(elapsed, store_matrix=False): - saveStats(elapsed) - savePhi(elapsed) - if store_matrix: - saveMatrix(elapsed) - - -# ### Output initial condition - -# ### Figure out when to save - -# In[86]: - - -checkpoints = (fp.numerix.arange(int(elapsed / args.checkpoint_interval), - int(args.totaltime / args.checkpoint_interval)) - + 1) * args.checkpoint_interval - -checkpoints.sort() - - -# In[87]: - - -if args.restart is not None: - fname = os.path.join(os.path.dirname(args.restart), "stats.txt") - stats = nmx.loadtxt(fname, skiprows=1) - stats = stats[stats[..., 0] <= elapsed].tolist() -else: - stats = [] - stats.append(current_stats(elapsed)) - -checkpoint_data(elapsed) - -if parallelComm.procID == 0: - nmx.save(os.path.join(path, 'nucleii.npy'), nucleii, allow_pickle=False) - - -# ## Solve and output - -# In[88]: - - -times = fp.tools.concatenate([checkpoints, nucleii[..., 0]]) -times.sort() -times = times[(times > elapsed) & (times <= args.totaltime)] - - -# In[89]: - - -from steppyngstounes import CheckpointStepper, FixedStepper - -eq.cacheMatrix() -eq.cacheRHSvector() - -phi.updateOld() -for checkpoint in CheckpointStepper(start=elapsed, - stops=times, - stop=args.totaltime): - - for step in FixedStepper(start=checkpoint.begin, - stop=checkpoint.end, - size=1.): - - state = dict(state="START", numberOfElements=mesh.numberOfCells, sweeps=args.sweeps) - if precon is None: - state["preconditioner"] = None - else: - state["preconditioner"] = precon.__class__.__name__ - - solver._log.debug(json.dumps(state)) - - for sweep in range(args.sweeps): - res = eq.sweep(var=phi, dt=step.size, solver=solver) - - state["state"] = "END" - solver._log.debug(json.dumps(state)) - - phi.updateOld() - stats.append(current_stats(step.end)) - - _ = step.succeeded(error=res / 1e-3) - - for tt, xx, yy in nucleii[nucleii[..., 0] == checkpoint.end]: - phi.setValue(phi + nucleus(x0=xx, y0=yy, r0=args.factor * 2)) - phi.setValue(1., where=phi > 1.) - phi.updateOld() - - if checkpoint.end in checkpoints: - # don't save nucleation events? - checkpoint_data(checkpoint.end, store_matrix=args.store_matrix) - - if isnotebook: - viewer.plot() - # labelViewer.plot() - - _ = checkpoint.succeeded() - - -# In[ ]: - - - - diff --git a/examples/benchmarking/solvers/codes/scripts/setup.sh b/examples/benchmarking/solvers/codes/scripts/setup.sh deleted file mode 100755 index b8cf8dab3f..0000000000 --- a/examples/benchmarking/solvers/codes/scripts/setup.sh +++ /dev/null @@ -1,82 +0,0 @@ -#!/bin/bash - -USAGE="usage: $0 [-h] [--env ENV] [--] SCRIPT [ARGS] - -activates the appropriate conda environment and calls python on SCRIPT -with ARGS - -optional arguments: - -h, --help show this help message and exit - --env ENV Conda environment to activate before invoking SCRIPT - (default: fipy) - --log CONFIG LOG Path to log configuration file template and - path for log file. -" - -ENV=fipy - -while [[ $# > 0 ]] && [[ $1 == -* ]] -do - case "$1" in - --env) - ENV="$2" - shift # option has parameter - ;; - --log) - LOGCONFIG="$2" - LOGFILE="$3" - shift # option has two parameters - shift - ;; - -h|--help) - echo "$USAGE" - exit 0 - ;; - --) - # end of options - shift - break - ;; - -*) - # unknown option - echo Unknown option: $1>&2 - exit 10 - ;; - esac - shift # option(s) fully processed, proceed to next input argument -done - -if [[ "$#" < 1 ]]; then - echo "$USAGE" - exit 1 -fi - -if [[ -n $LOGCONFIG ]]; then - tmp_dir=$(mktemp -d -t fipylogconfig-XXXXXXXXXX) - cp $LOGCONFIG $tmp_dir - LOGCONFIG="${tmp_dir}/${LOGCONFIG##*/}" - - logpath=${LOGFILE%/*} - mkdir -p $logpath - if [[ -n $SLURM_JOB_ID ]]; then - logbase=${LOGFILE##*/} - logpref=${logbase%.*} - logfext=${logbase##*.} - - LOGFILE="${logpath}/${logpref}.${SLURM_JOB_ID}.${logfext}" - fi - - sed -i -e "s:%LOGFILE%:${LOGFILE}:g" $LOGCONFIG - - LOGCONFIGENV="FIPY_LOG_CONFIG=${LOGCONFIG}" -fi - -# https://stackoverflow.com/a/56155771/2019542 -eval "$(conda shell.bash hook)" -conda activate $ENV -echo ${LOGCONFIGENV} "$@" -env ${LOGCONFIGENV} "$@" - -if [[ -n $tmp_dir ]]; then - rm -rf ${tmp_dir} -fi diff --git a/examples/benchmarking/solvers/matrices/.info b/examples/benchmarking/solvers/matrices/.info deleted file mode 100644 index 011f32ac79..0000000000 --- a/examples/benchmarking/solvers/matrices/.info +++ /dev/null @@ -1,6 +0,0 @@ -diffusion - Simulation results from `codes/scripts/diffusion.py`. -initial_conditions - Restart data for generating illustrative results. -nucleation - Simulation results from `codes/scripts/nucleation.py`. diff --git a/examples/benchmarking/solvers/matrices/diffusion/t=0.0.npz b/examples/benchmarking/solvers/matrices/diffusion/t=0.0.npz deleted file mode 100644 index 70bf870d093aea6ae0eb2f74c4d8545399e0f141..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 388 zcmWIWW@Zs#fB;2?qEPp221Xzch}juL7z#2n_3{cT85sn?LSSVeX&{*F7wQ`j$;eQ~ zP_3SlTAW;@Zl$1ZlV+i=qoAIaUsO_*m=~X4l#&V(cT3DEP6dh=XCxM+0{I#yItnJ5 zItsN4WCJdUD?ZpmXc&pk$0ZI^2cvPR!zKQ~KERuiNrV|!(82UEFf@R}3mT9C-mGjO NDMlbP1=5yaNdUC)F#7-i diff --git a/examples/benchmarking/solvers/matrices/diffusion/t=1.0.mtx b/examples/benchmarking/solvers/matrices/diffusion/t=1.0.mtx deleted file mode 100644 index 1b3095a3eb..0000000000 --- a/examples/benchmarking/solvers/matrices/diffusion/t=1.0.mtx +++ /dev/null @@ -1,43 +0,0 @@ -%%MatrixMarket matrix coordinate real symmetric -% -16 16 40 -1 1 3.636041019698174e+00 -2 1 -8.274281174752534e-01 -5 1 -9.119925018331732e-01 -2 2 2.286212499733638e+00 -3 2 -6.520073659109995e-01 -6 2 -7.442770163473854e-01 -3 3 1.679069369190548e+00 -4 3 -4.060218959752847e-01 -7 3 -5.585401073042643e-01 -4 4 1.220477425139407e+00 -8 4 -2.603053393957163e-01 -5 5 4.528362628773787e+00 -6 5 -8.288414007053051e-01 -9 5 -9.111791192923641e-01 -6 6 3.032691483480247e+00 -7 6 -6.508097577406502e-01 -10 6 -7.462633086869062e-01 -7 7 2.242992647676125e+00 -8 7 -4.128235507246960e-01 -11 7 -5.583192319065144e-01 -8 8 1.548769076486355e+00 -12 8 -2.635690185514835e-01 -9 9 4.543497698648345e+00 -10 9 -8.286010272739650e-01 -13 9 -9.103506818555041e-01 -10 10 3.039485712527248e+00 -11 10 -6.537727828527704e-01 -14 10 -7.483485937136058e-01 -11 11 2.241790007685797e+00 -12 11 -4.090646997333021e-01 -15 11 -5.581332931932104e-01 -12 12 1.507811476733726e+00 -16 12 -2.679728520574650e-01 -13 13 3.613484787346154e+00 -14 13 -8.300982482951449e-01 -14 14 2.293655946062796e+00 -15 14 -6.527091040540458e-01 -15 15 1.690383842764629e+00 -16 15 -4.170414455173733e-01 -16 16 1.314700799413223e+00 diff --git a/examples/benchmarking/solvers/matrices/diffusion/t=1.0.npz b/examples/benchmarking/solvers/matrices/diffusion/t=1.0.npz deleted file mode 100644 index ac463d5aa55fb4356304a2b45d67f5a06d02bf1a..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 388 zcmWIWW@Zs#fB;2?^(hPd85n^)AZBL}VJOJR)XOWVWMmKk3xSn^q=8_vU#M?DBqKu^ zL$!KJYH@Orx|M>uO`3(ej)Hnxeo;wLVqScHQA#RE+$}MuI29;foRL_N3gl~;=qQ+I z>L}DIkPWz!cbbZ41-!K{DqUWd(Ei*$^M7uD6x$ZE z!~W@Wdx?#qXZ967v@cOFYfCh|Xy2T^_~jPsxAuvrrUX??cy7<9-uV8*wTJd19WFiz z)#vS#Dh~z;KYe4r$N$F!!?(}v&sZK&;dOXuZ|E%f_a#t&fHxzP2s5srgM<-?YygKB UG#~@KS=m5>j6i4#q%Fac02*Fqp8x;= diff --git a/examples/benchmarking/solvers/matrices/diffusion/t=1.0.rhs.npz b/examples/benchmarking/solvers/matrices/diffusion/t=1.0.rhs.npz deleted file mode 100644 index 63476bc49331883706ff7089f685d2b03cb48fae..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 388 zcmWIWW@Zs#fB;2?xo=%s7#M*(AZBL}VJONd*2^oXWMmKk3xSn^q=8_vU#M?DBqKu^ zL$!KJYH@Orx|M>uO`3(ej)Hnxeo;wLVqScHQA#RE+$}MuI29;foRL_N3gl}Tn(1ij zDAX#D54cQbb1v$O_-7As4UF6X=gYs2(rRb@3*{rkAu2c6=iBM?TYKZy-)fsz^yT{> nocaU28JR?waRnXBJq!#D;P8S5WPmp-8%T-~2u*>sC0G&wLgzhC diff --git a/examples/benchmarking/solvers/matrices/initial_conditions/diffusion/t=0.0.npz b/examples/benchmarking/solvers/matrices/initial_conditions/diffusion/t=0.0.npz deleted file mode 100644 index 84bc63f1ece23b9c652b92f553999781177500c2..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 8000260 zcmeFWPpdG^mS=Sv1;LR>e}L=gDil)ALIP(MeMV&jb zvxCL^i+D~x`9Cuva}{*&6Pb|_d#}AB&UxPZPyX9~=imLue=7g?AN}bs|KHqzEfBMIN`n!MrFaFbi^>_cd({v|DXKTpa0K4@A$ue|KBF@r~miA zE|LG=F(l+O5zq&HNCNthG&~>rpbtqvACiXmgFfg(63~aF;r*Zw&-%db_5l(l-o@jt zeW=d;AaQS>*|j(Rz2?;$r=$7E+4D9LIO@^a-|OYMUY^|_*Tc|r`^2hW=PQSOUde4A zx3`_QwH`2!_%;sKLuX5rhdh#iJ|vC){vBk0>`xNVhos?o)dzh@0{W0NydU)8n?Bh0 zXZkMpXSlPg{0j*=V8k^%SY6JLxQ4TQ_wkk6K5l#kKVtjbaUmcdOz4Y;ec9F*X3Gr{ zefdmQclGD4eb&~+JYt(4&xu>#xAPrCvP5~vBMIn3((u2t>w`Wd0ewgs-Vgeq4@p2D zl7{z#KJ?`S+1M9Ilz0`7tJWoZ*N4QlePox>dB3HO-ufU{&)-C#H!s_K^z@jgElAgFYkyeMlPK554-(YhKv%mi*pQ$J_ey^?LLY14=x~gVm0%{TSpXB2Cm#g58A9DM+%kLb1a$LtzPU|=^OJ0yDu~#0w z<^{dG^LuLFyX$m6I(_VXj>fUB+W+o0TK~+qHdr3=NCNthG`!#SK_8NUJ|qqA2Yt|o zB%lvT!~0>$2WTzL^F5?WoZ~U~oUeTkiQjW%mb@Tw4KG%gGbGk=X13fQv5uR(`r<`4 z_5~8P$8!0Z3s2<(iP{^U_ReRNJg?>`hcW%V+KZ+2@A8Iyh)a3-9#SRt%42I@RJHZH zUgxjPYwf(Z@v)x1&#(QlKNA7(Cr*Ms=!56M`@s7k3Ft%8c+dS{U(e~Q9M9p%D)NLx ziC6KsYF)B_+xl;<>ur6q9!&lH{UN8HImzW`EHe+FW9_`B>)E>hQe9iub3Q~%l!rW$fIcLR_xyK!svzsC(|!5$|Ke#uI1X!+xorp3jsK`@oYY{C=Yog0ewgs{r%l-f9y{Z(1)bqdDRDfNCNthH2S$8?90Bs$Za1tzLFm# zN_>jPQ~OeV@B5FEXYU-%50jof?_@zgi0$*QjpabcOO(eqczmtTboFa>TQ8kI_kQb* zYh7hO|DA!ndgJwUK66~=o}ZoX+&**9uipRc^<9rnmM9N-BmsR$8vef22YpBa`j9ld zAM`;VlEBw}fW_B2tgV0TJh>JE^1_5Zd61obfo|M;rS*E*zsTo8u&qp1TH}UTJ*q3=2a&gqAyJ|{#^yoxU+<$FJkJw>ubqRhdH=QkS}%r|D36*4qqlK+ zYh7>a)9Cf=^^EU`TRHF@aqIVY&1WCt)_nPnxb=JI7XtFb1bIvZ^g$nzfIcJ*&xbzf zLlV%3q~ZOb5BiV!$Z}_0K(D`p)--fc!9_ZysOo6J7c`2kXa#zRxRJp4G3j z);T+`v)B7doo91%y+Yuv{=BU&eSNpDz4iBP=f`?5%yTpm&vzI$P*L#(f{3{#u`{7t?>fe|Y;= zPH(O2?R~SppU>;rKEH+YTk1HwzpjTF*PJI-U*gO>;?n%~J>L=A_h*e+hj{gVu3req z8x!O)5m@WP+Ii63I)CqXTlaB3q)S}OW9>XvUz)#m-qJe0hvc??@|FA`A-{=$KIlUd z(1)bq`Ot@Fe2{zLE{A9QV^{e@;$9!W#vRIEtJ`|%{JrOkU3=xQQe z(2sX;(C2sban$oTYTlk3&&@n+b`at$)_wlNA&(8Df>z&o7v)1`~Kdc{WA;?Y@g?)?GM?u&mBW%j6T{g`;`Pn@!{+|VQ}`kt_Rr? z&*E`(9kM#Qj^9J_-2Sqvd?6v$-Q(e@h*Ab928!;H&+t=Ru-<}`xBew77#_jX1 z->;qD&TIEQd))5Vj?doD^&niLJburEw{Rl1&wCx8mDgG8+|BQ3-goDF_I`Wo-}~L! z`MVySC{Z5rNCNthH2mL1^+6w!fIcLR`|k&K|4JXeQs>wDYQ2TPR=?lM?X7if?XUAO zVc+?9J3r`*TIZ;FkIvov-*KOe(#KKq^gg0f?>HYz{iNEZc}wqEhqyF|bmB-P%M?VjH>)-obZ@jkF(OdrJQwVJBqw_IGeiH$G(1#?T4@txG zp%2&i@D;9KsS``A7ZN4P<7Xak<3g2htIK-mtmk5i5ReZh$YUa~Pv?8~{%h-BJMZlLTo3Xk%0nJWKp&FE^6xu&$twxyL(=g4-0cJO@80*W{qEZ5 z?HsMI5O|wUZ|Un>>Uf)9)`OXS-XCN)N}oo_b2P5z+voYb+V@`j-fLc0_rvw+{21qv zZ0#E)>b}8+$SlW@sCn^JK9G>lL}1Q`x#!Sp-_Jd7=Z!L6o9Ehjqw!g)YqWaIw-8wB ztM4&IUK0U*(1#?T4@txGp%2&i@K&yGtqTjR4-zHHV;_&vxl#4#b(lY$^gK@l?(*TT zedzAq{q}x$bYH(O1muqi@8Z#0U!mMvUgkq*-sL}4?d@;-9qSQ!PvkkVeSUP@u6uO7 zuYce2WK0~L&(=CdulH^FukGL3d86@Js%x}*w&pum|J?Jf>pLHkCCWn{NkAWx#(n?Y zie2Roi4x@@k0hWEN#p$ciPhi2`7L$4tuNM72=wOXsC^kV@80@vKA6+v;uW zn;XwPe;bd{>RIZ`X!UH(cdq`q=UdnBeSTYK@A;ZvA<*{CF=ohTBA^fYkOcH0X?Q;L zp${M4(ucRyffd#Ri4x^;4Uf^dLSeML&6m!3o+kpm_|Qup*g-zT_POIiKt7ltkBPuu zANGC+{iENXwa(Ez{GLvfD35hKuBGpN55W@e=E3gmzH`sp zd83cpI!CW(YyQ+v-1@!qAy=Y2Mp_HVB4x#x7*_mFtj_qGpY)joggn7W8xtKWK`J%93-|3tw1hm)WW z`rvu+KKRCcFlwJi%^R!C9}*?X;~5^kbB9Xrd72-c@;pxjM)9GSJbTFli_HfTCCcNS zJnrr*6z|^G{UGmoo(P=fL%U8*`MiBtm;Ktf?!IB4yX$j5$Uozk{Ngq|3xTis)ob5-&FgD^ST82N^M0VZr~3TVzE9Wf{_i|bqxpQ7hj;BW8h`V}j4|&6 zvj0jSsgwA%`p>Sn<#_h`OY5;eacREq3jujyf;=Vy`k)UPHs z|B`?{Bn{8AKIlUd(1)bq{h$x~eCU;1uX#b){2)=HJjUelbl;%%bROJp7(clqipDcwEJmb%|tu^|;;V>iw=>zpaNc z@#_6uAJQetLmo*$ACks*{@qE{_8$@@j>d!RN6VXhiKEwH{$rk>(fu36yHWBS-G{H` z-o2r>%WH2wd`BF;zP66h>oNaApzW(;%#hDSKp*rW3Ft%8IPZLn z%5~Jd>7w~VqC|N-!=rcZQ0YBS^P^K^o#$Tq)=M6A(R?5=md|8u{~+=E{@u-qtnS{| z{UHB)ADAUCNW7cZReio{UAp4>ka)MBRB68-aq+&+RX($`=yn@|Ei~ zTv_!fU)CWWUC-|!S)x4Tkp%Q1X`J`JQ?jajAyJ|{p5?*rqx4~vJV)bdzJ`cNvDFK{-TIyLA*X*6fzf@So1@oZ{&ccLdB`IP=tI&N|K7Hr_A?3SL(*7(zDMCU zN}hDVd?8VyJo@C(TVJ5mTVCcvXWn(5pX%#V`_e`Chs3*lrYidjiQo74YEEQv^**i- z>EHL8S@MF!w|SlA!CC9j71x8rxBY~IK0xAJAGUHOi>==|A9CmRk5%OhiF^6V{Tc4; zDt}1a>pi>59}@DP2~-hXn|pqD9`1LKU-lc*`s7V^XZPuI3wazFRwQX&v7~vP5}|&4cXiBP8^CBA^fYkOcH0X?Q;LK_8O9 zs6O)GqN9%O&tPiDyr67re|%=s|)9C~x_=bkTp=leoHewZMSiNI4nEbU8|mge~$QYFgc z8$6c!3Csj>MQbI<~IAOT1WZY2MZEd&%SKI(u9HDeh10+Z%uL!Gsd; z=E3e)?R(X_SLf~e&-kb>n0F6+{__?0Q^}j;`~C*>`h$YTvu-?0vtx`f%4iz4JCd zOepbb9%OS?9%rp{c3!U6hj03UiGB2gY_|4g?{{1GaXzH`@Wp<-s~=P|*Vnn{OW*mv z5Re}x$YUbVn-6t&`pd63UglF9^K~B3=!FA$5PQpSYd&oqTfgspep}z%c7C;dOW`qfnLwY*1YstpL_OMKezcgcmC&|%Xb@JdC6-c;CbRC=z~7I z=RA0>uRYiG>hJMpZC(0Rlahx#l7K!WjrZM;_P6i;lHFZ>x@(`i>l$^xyYjwkAN_)K ziAy|~y)WR7nuqi0#5y0o#tS-o>)!j_(S7}1pC(5^Q z_kQ;^zSiq`p9u7NUY7FGU;XXbU;RAhC+D9i&tp90C%=h+=ZTY`5Bl)l^WZu6oF{>; zKJYEy5!>gE3jz6Hf;=Vy`k)Ux7@mG!Tx^Qv|A39=;~<-uyb ztaCIEzo(<;`0;k0&{|vP+Id^ob-un%1oVrOaE}k{)^eYF-p+FjseAe*Z+RyHeMlPq z{?G?~NCNthG`t`5;aneBO|FnAQ6B4fz=_CLjv=8>69IkDha{j6NyGE;ln+mRG^<+=Ae_9Y%&$L}FoqCD>5v6l1Nd1UQ;Na*uK zKp*<_q3sJRZ>@``y-koDb=1`u}yl(4FHj_k8I)-|Oo{ zKz}$1efm&mXTS8dHbNfqNCNthG`uhMK_8NUJ|qqAhqwDcx6iJ#UH9zu?^(=j_54mIgVikB2+vjJE&syi|JYAnol_-yUc$~%gtaYf`^&oNW zc{s|MERU|^_mI4{-|PZ!V*7kl@m$_>&qu4zeCcF~qwyg7rM%b9 zTUy8WkUYm1Ry&*PRqLLer|Z$Fb9|ELHlEDh%Wdy>NB8ynLf|O>y&U&`cQjwWhy1<$ zXIJ?{;vD|+e3mD>(+6Vv+;JfwA54(PL_i<(AqnV1((rufgFYkyeMlPK5Bi`FNkAWx zM*sH%+1fWqln4)E{kH$Uws||QJNOnJOLb87(mdZos>Hi^oV^cKoV~8=LH1rh*j4_J zIG6uku6w_u3crWMx&36-wS3pkV_o9b@0<_05_{pXlm}Ta&GS8^`sy!P*&j&M{ecUS zS&ku5^Wv#|AR(WLfIjF$63~aF;rY-9eMkcOkTkp>^g$nzfIcLRe(wkS^!q;5Z~N^d zdD>4%l=yZYRNK}$_q?6w7*fyp!tO`=aMn6U^YD8*@r+OM-^QQWYq_nRw{>0T7Xo+l zUCVv#yu0&vKRUC|AHHrm&OLAEIfm3e{_>Mw63~aF;eT(?2YpBa`j9ldAM`;Vl7K!W z4etki(1#?T4@txO;iwPLJi3nGL$XA9$Ri0{Rx14E@j# z&xiMc_dycShos^Cpbz?x1oRq4Lkg%T< z0e#SiB%lvT!}FmJ`j7!Gvn^w<8{-z1<9Nn_mqE<+Xe6A~rLLmo*$ACiXmoj&M863~aF;r*Zw z`j7qwD*9As|mo*v4Zmx3%-gVwCwy zd5%_(`EK)HUeEI4{1NTPv;C02{3imQM^1u1=!56M`@s7k3Ft%8@P5z-eMkcOkTkp> z^g$nzfIcJ*?+1O*ha|Aphqd!qd-VC#K^(oFrTp7Em*)E(VkOGsS{|%E$9eAg(s!f0 zpUZRZ`P+F|ADu5z9`Z;6`j9mIcb`7!LlV%3q~ZOb5BiV<^dV_@Kj?!#BmsR$8r~23 zpbtqvACiXmgFfg(68M@A)c&=)zfv!C676>(AP-DtC zU;Yz;_MUOf$D;+z`8{CbPS0SAgFYkyeMlPK5Bi`FNkAWxhWCR$=tC0Fhos^Cpbz?x1oR+cyYq2BI#S22 zT=;tHcg}}giSm#~63~aF;ooigpbtqvACiXmgFbxQhr0UyM*3OzL>}@;0{W0N{C%zu z`j7NdM{{$U`1UKp&FE z`|oG_ZNHO%J|qp#zdqkQ?`S-4ha|A%L(c8t=cRmo zUw26!@<;;ukTm>zKp*rW3Ft%8@P5z-eMkcOkTkp>w)#-h`;}ks@3+?b_4)Mk>l}Km zpS+0ns}Sgg$5I~ltFM095Bo6@SUR`9=cMS1zIa}|54;bOfIcLR@$ZMan)^rkR5O={ zJd%JuB#rU!Tl;B0lYl-X4bQhe=tC0Fhos^C(3=l+cYf_p@9%r#IZ8gG# zrw{s&1oRzK_B!X z3Ft%8@P5z-eMkcOkTkp>S|4gUzw+t*eOr&?x?@{;@b%X3oDaDYg@%`Skw2t;ccQv9oxbwGP?29wbVXhdh#iJ|vA_e=o^LK1o0yl7{C+ zAM_y!=tI)*e$WSfNCHbf`t)bw{`I;Onj5IUjN*%0nJWKp&FEufK=nBcCLo4@txGq7V9z z1oR6&H3v*@2>ys{%u|F?t0y?5ZKx$=VOliCIb4P4@p2Dl7{C) zAM_y!%=s|)oNwpe&pluI&i93Y{4hZt69IkDha{j6NyGD@5BiV<^dV_@Kj?!#B!ML# za_)#fFV*M!x~o_5*t_o1cVxdb@9g*NOFX*%)^(2V=l2jVaft`Bm*y?KKWm+(eS8n; zI^NBN-S6Jl{UBeWJmirC^dV{Z?_zz>ha{j6NyGc$s1MLwyUyBqTi11dAs}B&kjF$o zAM_y!=tI)*eCUHdBmsR$8r~23pbs^Hu}At`_wQ*QWV1Dox$owlZ(YBa`D^o7JMV3L zp04L8_ows!`u<1zxApt4^S1s%V5>LI#~k@h1oS~4l7K!W4bO)@jN!xDKCPWc)y{`R ziSm#~63~aF;qOa*(1#?T4@txOK_B!X3Ft%8@P1hGp{6z7XsJHm*FC+9$KHL~@5sJ= zKKgj6uF>loJ^!Wt%)Os`K01%l^1rJOckMG8fAhtR66GO}B%lvT!+)pggFYkyeMlPP z-4A3x*T=c%OW*mv5Re}x$YUa)5BiV<^dV_@KJ-B!l7K!W4etki(1#?jmJ|5$|EiSFPJSPxGVm zCCWn{NkAWxhW{?p2YpBa`j9lf8?!CCcL%558_W&OLAEIfhh; zck^KPqx+t<&e1&lo=!aDll^g$nzfIcJ*?+1N2*N1ww@kaVk_iQvCWItNo=1b>F{3?&OZm6`+9YdxsUyk;L zs*bMX_mJ$%53;g9kgz`!0e#SiB%lvT!}FmJ`j7Yk0tW7NE%Z~l-d@oPNl>aV}IzsC3KdgKIlUd(1)bq{h$x}kOcH0X?Q>AgFYkyeMlPK5Bi`FNkAWx zhWCR$yxWJmy75N(S@&#o9#k`W9p+CbOO%H^l0dIMY|V?BwtnY)$dxD$c_aaSNE-e- zR3G#q3Ft%8@P5z-eMkcOkTkp>^g$nzfIcJ*?+1O*ha{j6NyGa=AM~LnF!o5F>;Aok z$6M;4JJth<66GO}B+#1=^g$nz zfIcJ*?+1O*ha{j6NyGa=AM_y!=tI)*e$a<+`%qUu-bjDzp1q9+)xE7Q>!GtH%0nJW zpcfyO@*wA>dA^5KiSm#~63~aF;lE4uK_8NUJ|qqA2Yt|oB%lvT!}~!W^dSl8L(=em z&7a!U@$gzFy7&0ZwLmo*$ACiXu zPSpo}NCNthG`t`5K_8NUJ|qqA2Yt|oB%lvT!}~!W^dSl8L(=em&l55C^|-O~K4)?M1y_mJP`!&ZLvZvNf5 zm7nu#gGS>)_IKrd*FJaG<$i^L{l$cJJed79Zf~vYZGEyHOkHqEWUcq4tOd-gRRRDZPYxpn5A@7-_hcWdXJo!{5i zJDc;@_*riuaJEOThgtHS2=wa1U3uNL57xOKBubP=pFG~y7bw52F6*JQ-X{|Qeb9#_ zpbtsI^Pvy=kOcH0X?Q>AgFYkyeMlPK5BhMe5B2Kfjr61L*;jd-Rd>4%blc}g$4l!T zUEl8^T;dWBW-rZKdVkhBOZ)g9((C#wFL@;aeMlO||DC~VS8=^+-K+C<{X)S0VZt>$ zSbcQPZ>eMSKA1lyUUOdME8irb4@u+r-=p%BXA;ndq~ZC}2YpBa`j9ldAM`;Vl0fT2 zz8mr9wjRfI7r(}X>W|jVI>e*v&3(W1`PKP+ef_z9tmU$H-qC&h9?~VsLmo*$ACks> z{|>r}`&H{g$@L*oqCCdrF?!#iK6)MIPba-kCIb4P4@p2Dl7{C)AM_y!=tI)*e$WSf zNCNthG`t`5;a(r=-NqZ~OWiYh6dt2-po`>9Y@a*6r@wnS@BPkxL++mb%3Iz^Kp&FE z@qdS~+F4xBTIcM%T(1zYKbX)553(7pFQeu?8fWvxv_8(O{jeWNKp&FE@xMpqDbFOJ z4@txGr4Ra$1oR&Y(Jc*;_|F(R$_Tg>yTTdad)dS~a zj{GJ9U-jXvy3bk%D_su~CCcNSJVxs)T^KEI^QCj%CldjE(1#?T4@txGp%40y1oRvE{+r_IW#AJForDG30*c zFCY0N0ewgs{r@|HZ1?tU?{`P{_4`6V{+KW(53=vQkE7(-J4f@wq%qH{{j+~bKp&Du z|9|h=FZ-1Q^dV_@e)T~gl7K!W4etki=-Y=nyYWW)RrgFDzvsbQIYFXCd935H#EDgw z=J_5{`Zp2K2YpBaZ}nksU37E4}Awess$FWFnvs`j7~jubsDbUFR19^2LO2@Sxh>`rd0^y>T)hO!>xnwcqwT3Ft%8 zc>mwa_S=3Z0ewgso_~GNha{j6NyGa=AI|lmUTwUQKGZ#v$2K0!mK!8Wl*c+AEhoNe zpF4((eoX}QK_8O9SAAGp_u6?dbv`6Yl!rW$06q|T_w=}zJf7y@{+LjrJmirC^dV{Z z?+Ja-ha{j6NyGa=AM_y!=tI)*e$WSfNCHbf3PXdYc> z>-SIXyERYe)2R~WA&(@W4@u+reJoFTCINj&8lEqG(1#?T4@txOK_B!X3Ft%8*nU6M zUynDk|8>vgaV`&5lPe@jl!rW$fIcLR?Z1cRC%+`14}}ICh%j;tiJB8nbserxCrgxvJd%JuBn^K*>VrNc0ewgs-Vgeq4@p2Dl7{z#KIlUdxY~!@Ys8^g$nzfIcJ*?+1O*ha@n%4_V8IKabAe{A=q*;juT*wco9s z2R-LQqQs*-SZ(V%d%xSdkMkkDuit!ql;c_J9L>Y;>BK%C6^_&mU63^nXbse(U`knJ3cW(b!b&l`c^QG^2 zPdvJg-$SxQdB`IP=tI)z=ilvD_l2sj-pBPJUE*3EYv-~0()_jame%n-B)9dGujB^_ z`Ar1$K_8NUJ|qp#hd$^-63~aF;r*Zw`j7< zx#!UGJtRuJng_cr?Xz~?(mK9}WMBPl`$CrObH|Xmr+@O6cM{Ntq;dVf%h>H~?pLjQ zcAj5f@2ozZwa(Z3Vf~m?qCDi01oRtlhyycw)^dV_@{`5f~l7K!W4etki(1#?@ zn-7`W2tW76&wOfYzQ%*u)p~PxGxEdMl5;b@3e$T8<%6;?q3H zrp;sSc{|TBr26P*+Yhp9pSR<+^V;tmL$1&M+aLRr1oR*+;pZwa(Ez{GLvf zxWt3mOY_?Id%tVfaSX|I{gRiwl7K!Wjpg5W@{(5)(1)bq`Oyb`NCNthG`t`5K_8NU zJ|vCt?uR=2{zm#$_e36j@gN)f0*Mme!lSK&D%P`*7gq) z_HQDf59@q5%86Z$uH*NREb%TLTlXQ$t=~Bxa`*O^UF8o6`A-D&K_8NUJ|qp#hd$^- z63~aF;r*Zw`j7VrNc0ewgs-Vgeq4@p2Dl7{z#KIlUd=*@@Bt%sj`<6}Ox74oQgFp>)-N|c8@l0dIM zw0V(p``j^PN|c8@l7K!Wjqm)scWd9FwDmjZL$1VLcr4{X)=Tqz52?QTOIG#=682{z zpbz?x1oRh9e?8jY9v){cCY$5-p7`_>PM z66G-#k2+ibZqeV`2zkgO3Ft%8_~Yj#F3en-=X*$%*gFrhZS$Oa-p+FjsWJL(zwB2M z(1)bqzaR8LACiDRBn|Heeb9#_pbtsI`#~S{Aqn*EL+1L#&%N_8zuF3U)I1o;1rjC7 zLmo*$ACiWDC+mYgBmsR$8spp#OMRoNrFp)GREeYTX!E3s_PJxojMZPVwttYYe-iM=0n|`^GChaYd&?4<*|>4-1c$fEBQg9M0v;~3Ft%8@b5-_(1#@Ov=5of z^z+mCxPRRddB`IP=tI)*zS0MMNCNthG`t`5K_8NUJ|qqA2Yt|oB%lvT!~5awKGfYl zfAn^K)>k|8H6B#|wYsgB&X*_;c_aaSNE-efsSo;)1oR^g$nzfIcJ*?+1O*ha{j6NyGa=AM_y! z=tI)*emL8Qn(pz@+4;F%-4l8A#e;0@3nWUEhdh#iJ|qqQj?o8wNCNthG`t`5K_8NU zJ|qqA2Yt|oB%lvT!}~!W^dSl8L(=em&@Xzc5AwK&2b_(C z_thNeD*HIDxy$1o9&p|p^|vM`k8kmy+Ftrj9>m`A+nUeTI<~Iw{6b(W=deEGXy-}HFtU3!voI7!ux6tbd`M^*WBgt3=g=kjrv=YlE*iB*!OGu&gx5? z*Unp7$M=vd@oFCIwsoJq-)-H;`H;TH2YGMf&FrhVUA6AjdAoigVE-^d9uon5(1#>& z)Q4PagrASr>-Tk+%Pe293F5qK10CsU2~VmGd$pKEd0;rKv!AU zam`sC&+vfz+Ni%ZDS3RG2i5BVBuYGs$I?3Nx-`%CkUF{)Ki9F8X0Y_uu`7{T*N*<2uzR2Sm z9&k0@L%{Q0bC$<5Jm79D{Lkh9O@SqQKQGaVP@{q?wKo73hbI;p( zjv-ZIZ#>9uDX+Ejme%n-B>VKi{%q?Hv(Mso);eeB<$8sH{lNrzOa$~nACkb`KIGm# z{(LtN_p2@V3J>Zumj2((0qfY;aoq=bT*Cvd#(M~OzH83%=z|A+FqVEC?i$8pV7 z9)0kj4|7p}YcleXM@^uN^rEJ67LRrvc4?nGhRj$#F7=J7mge~$Qe*X>tnD8pw)O8U zZfC7S6|M(~ZT;jc`9VT{69IkDha}LO51CsJKljGRd}=G+!h<@DrN4J`z$*52T=zj9 z_wazT@frf2@0zPT`rttyjHMq(InY(saa?niN1r_C3sHX|(PzKxPaplU57+jgUfutW z{5Id{Z(G;g^LCzNNR=p$Z}Fhoy?x*N-O+vhz7UWY2b_)95b%80T;JQo27f5(+CIb4f&WDy0U$xI2L#9M|$YUa~*Mq&^LEY~mQKCHLkp%Q1 zY3#qJSVf+YD6uylb$0iUdgEa}wF7VEL0!iBUb>10Ro-f~;m^{ACgX-6M zuy)?ob)8=b$QKjjF%i%QeMkat^C4?{;^(*Vw4U0cQFxH2vGnh34p_muj%&{Hc!meu zjpq>XeAgW1F$NF%WGww!;y_oK=eXu34|z-kJRh6{eR!h}bXU(Iq33V(T)*`@3Ft%8 zc<%3DLkmy2?DqH8*+4VDq zkTm=~pbz?x1kUz>wddBId%pCY?+XF>VS+p+0{Wm2N#N@~B#S$K{yJ~#uPy6^2YDDv ze~xmX%dF$L<|>aqc+dyqJ_4Tanwvbve+SKRpL^Y&T-9A9)0qlFUEBQJl{1ZdAx%MeKfwKpHx9V9Tx)f zzyx_r1oS~4lE79U_;%}e&WBuy@{mUo(1)bq?G>F$NF%Wc-`ddfIjF$64>j*-tXAk?;%m5JmirC^dV{ZdrKemAqnV1((r!J2YpBa`j9lv zzaQ$=kB{tE%}^d=@Ssn|(yt{Bbd`CIYi{xwg9m*w{!GC0U2~DgJ9*I8uSU8`{f-L( zd0>J(CIb4P4@uzbKEUGZ9IPJ`N|c8@l7K!W4gZeN2YpBa`j9ldAM`;Vl0ff1WUhOD z?!7+qtGgLUXE*S@)(l`eKU^PKkuX3TzRbH0jIApvAdiWF zKIlUd(1$`p4rzt=gg)p)63~aF;r*Zw`j7`ddfIjF$63~aF z@yE|{`GdvulRV^+1oR zmj1OI=qk@0*PP_>4j%OJtI_jacU~Uf;6b0i66q@SIxYm{feG@M2jbBGk=jZ-) zPvmh94>%gn;mIoSbX*9?0~7k>QD^u5kv`Tvmd7`F(D%1Sx=MYH3jujxf;=Vy`k)U< zKp&FE{P~d6I!?@z7bHrQhdh#iJ|vC#dzV@Af<%e(kVg{Ghos?sq7V9z1djTUYyI@| z(e?elrYesKV8T0j)YZLzq|bGaKV8SpvAdiWFKIlUd z(1)b4|9m{f@#=k{bM-z~ufMg9tMh5s-m(Oa$~nACiDRB#mFs2XF7@bk)9Bt$Q~g_9HIU zwRYapI$PgAwJ&)RpU%Vm=|qY0SjS@&PNU=rb@PRU=W!x1=fm7{=zZ<|SL^;-pRE_u zOO%H^lE7Ddczd1n^zC(8ADu2y9_x6#h0|N=plj9x3D5IH;3^-kT9@vfz5Z3}o}H)b z(Ww&UA&(@W4@u*?`<-3n4T%!Z;&IkGWVd#`we!}lyLR5$`(C}?Qe9W?zqI~RepkJ} zYTc!JeGmB(<#CJ$U-!zf*Svb?W`2c0@BY{)2#nFM-hDDZeM$oQkTm@71ikq{cY4d~ zXg+VP>nIn$$BYuc&I1~wau_x5(Yc%dJMNEB`Z!9S-bZxm9p}S-+Rr4Q4@tv+&qL#G zFV5Qctaa|Lf9-yA^X8u4&ExJo?yk@M3W2-({FVKBt+Us>Jdd8oiNINYp0&=XUXGgg z*ZXGum|LPenzR2t4J(Q~T2W zrTy2=TUy8WkStLi@<;;ukTjmVkIBM*K%&H6c|4WZ(S4zNbe-P6Z|m$W-!{Li##gP| z8&C70(ITzc^<#o*RR&?{YK~Cd7kaB{Y?V;kTib%??SvCozq+D z7`+eXkBKGr&Vy`w&y)O!qvdVBW1NSt`PHkJz2@~bKdcuMy}u>``k)U<;OjoX;%*Lm z_uc#5-SwTdAL|f%tN-e}daKub3W2Np{+0E6sk4_nJYSx#iNIYx-nCCJUiXs6*SK3R z=9MT9c_aaSNE-hBgT|52z&JBOw~2s0=tB}{ec)aDy!Y{_dH2rM z{4lG;xAUOdUhC{Nuim+t-#5zd3JmirC^dV`Cd*4%q{e(n`dwJ~rj@|cuzx3VF_5J>s7i;;gooB!A>Bkah-(zea z{UDpW`f}Gkch}{9efT_@UvKs1t#ys&m-%9%_tQi`AM_y!JnaLyJe|kV{-fl%REO{B zWQp>4mIu4{(uZF1=#7i{6axBz3Fq)&wY#}KweQ_^x*wfB$5(mEGYRNJ((u18-0cJO zd)fD?eD1FQE&Cm+aECXL1OuD;#14_$CSNQ~tpS%0N}Z>#fb{j*;0mx;jJ z&aw4yvi18)zkBx#3wqDf{OFYD^~&=K<+FS{Yn`Kc^^(WYI{dy6u%DRFH;=pf1eLq@ zbw9}W?IT&*FG$$0iGV)nLlWr4ho|yr_k~US+%aTI?2QN6ZOv=%cU$*yKBW8f=j;8U zJ6CbIYTc{zc74z5MBr+F-{RR@>bSb!u8%1t%0nJWKp&FE^}m0f=1sLv=h5!pYhG=h zj_Fj1@)(N;**?{`r}lliZuc()>^~+v!-L(g?!#UCTwRCj)5&LimB0LxfIcLR_y2pf zw|+za?!4HSc=!J92l*2B^4R(vyKeo?`H(x-FIJH!B%bAYRUfWe7iz8#iD&&G3;O|y zZT%RX8&!{9hxyaVZT|9={2(E}iGV)nLlT(tVeUEK-u?cmeebT*{pfUw@_2^FQ{120 z7s~Dr3D4g|;Hy4dT{o6py^rfdxp>`oJoq z@m!nt+IgeZZ@zT4M0srE!R)iRowd%{dAVL8V1F>74<2MQT3<%Zdo<4Gi)nqFSNmZ< zl7K!WjqU$kh_9dK*h?Nyb8vr5C{Z5Q@?iD5IN!C;-F3NNAz*(oVGJH*dv@QhTKDWc zU5`$U;j8_!Ur9h8lE(Ib|HIR?;)js6M?Vza8{jXt%HTG z2Z<8p@lGD2^_4D+mbdxRIq#E+fIjF$63~aFao_oPnmbiLorn9=i4x`U4IX#(`L2EF zn)^Y*^E?sIho5~on+v;~y{_v)wnTZzBMIn3((u05hkJaG^F5r|Y980w)(Ay zPM0W;Z9JI0m)qX&j_&LCg@F7qVN4!m-+LcN$+LHk=7&jRo>%*4|B`?{B#rI=-H5O6 z=J?dUch~8Dbh<=&^u>d0uIkHG>t3C=>lXs{4-?+WgX)g<`K)!0=Hd5r;+?+QU;CQ` z^dV_%|M#E#j`8DbIYOdDd935na^kD@xns!a*F-=cj(H%z!jJ!79*{WZ6{~!OXYX}> ztsmCw`JD*#elE?Ald7*H`+B#>SabKj?gx3#>&WMoE}rG{S?jcUUA1nzkK;l>-k2bd ziNIPP*3N@&JAdwZJI^tsN|c8@l7K!WjrI2zU&#*=CCcL-9&)~iGrPQvH+2!;R-g6I z*%IY(E)P~)%XRI%t?N3!5Rfk>e1iwo_SW}a^XiS0`C!U7&a3^l-$_6plE(J`?!?zu zbG&PxtLt!mI$5GT#^yoxXZ7){biI}ZxZheV0;kVg{02O{sD9`};R(;VC% z6H1haJd%JuB#m+Y-XrT?`ge66z13?zg}~K)cYRFjoA+6LI%^%MxgI3?_J=I(7bM2& z*VevK<<{?<54o}YAZz;v3Hvt@&xV>%@{mUo(1)aP{@)F(KF4|P z`OU~@v(k0469!WqSlE!y_Z_f37?m3iv4~Y`xA&(@m)`zw8So`exSFL+? zo~}oyN|c8@l7K!Wjqm*ZM%APC|LnX+=VAVZz}a579%l8$cW+mu=tC0tiVt6@lipe{BubQrJd%JuB#rC;E?_sf z6WiyG3jz6Hf;=VyM}2_i(RH?d|J1%)^K?F)Dp4NtNCNthG>+fL^1PQPyB+0z);dS? z@OwH@qCDi01X>?>*FK*c&pqF|j`Irvd18V*CIWZ+0R48~x##UX$B-&f9`Z;6`j9m4 zzu)99|0Hm>53GImx~>P=66GO}B%lvTw$B-yd9`Z;6XZdi}I^?#r-r9Lf z>-Zj$CCWn{NkAWx#&`d|f`UFkqC|KQdAoJI_q(n8I3Ln=|9C1NNXTa*u-1pO=h20= z>pH&>kQXM%Vu5A8m5p?&TcG9}7G9!WqSlE!`a7rV+I5+%yx9v*VOhcmm#8xkeT zLmo*$ACiWDhvz<7+<9{jGKH{ch_% z&WCh~@{mUoIO+py&8;){eCa#i7XtFb1bIvZdh?;~PJj9J#>;$aW8@)^B%lvT!~68@ zKG5yA*J*upxp}LKzR6dRM*;h zOY8U^k|oMR9!cPCAK06HiS2X8g@Al8K^_wUeb9#_pbtsI^Pvy=kOcH0X^ekAP>p?s zM2Yf{M-tG7q%r=zXFu&{63~aF@tyO1cHg0R_PVYI*%IX;k0hWEN#i^BH&xqzNR+si z$I?7jU7F{6NNwZKSMq~|{3Zf-`M^Fzy5JZRCCWn{NkAWx#(nn{yUHIDCCWn{NkAWx zhWC>`T;qdWui?t7@`Xf+@{mUo(1)bq?|FUDha_;d5A1bxpR?9Enup)hi4x@@k0hWE zNyEQ4zU~7yv>fK1xAPoBsziCnBMIn3((w0ALtj3S zjeUVciSm#~63~aF;qNhh(1#?T4@qO3`{8KcsQTzSeh+gdB`IP=tI)* z?+<<0=0iPOfAps|LLTx+0{W0Nyf5`ZACiDRBn|Heeb9#_pbtsI`(bn+=;r8km_MB? zQ6BP00{W0N{Jo_Q`j7;^>ciH$VYc-<=R>YUdB`IP=tI)*?-PB{ha{j6NyGa=AM_y! z=tI)*e$WSfNCNthG`t`5K_8NUJ|qqAhqXSeod;d#L!v}^$Ri2pL(=db)(3q^0{W0N zp1&W+W~nc0=Pj+{dq|cj4|ya3eMlP5-;eggek1{XNE)6`eb9#_pbtsI`#~S{AqnV1 z((r!J2YpBa`j9ldAA0wJZuOq0`O&Eogq|3jzJY zgnM|fTg!d!c{|TBr0(h0*}UuQzc)IYr|Z=Y$zu#2^r_bfMe=i82*?8y;LfL#FQTxVI`9R{^d|D5n(mr<# znRoh9SNHyrKG!{#$2WP<_g*7iAwS23fIKik9uon5(1#?T4@txGp%40y1V;BEYngs- z>*@V{o3G=#V|VdjA0k;WZlmuDftCy7t$f<~j%&WX^O)=VQ+aRQx3~P;e74rJcK+IV zZ9a}6SE4+g<-zW~_Mz9jdgo?-g@FEGLZ3Y9?0)@ssQs%6y^Tj*-TOyx>!0=1&dOsS z54iOjsfzp@7XtFY1bIvZ^g$nzfIcJ*&xbzfLlPLxhs=HYxy`@#_iet8>yGupgFJ|2 z$+(TaF9cdHj9WgAYhI)B=q>NHzO9}2bbV*%`E)(*UkIGt*RQVEYu&x(<@xjcO$79l zlb{d!aQr;fHob4;eNp#R9`cw7;6bmEE|H((LO>pvAdiWFKIlUd(1)bq`OpV_NCKnz zkhxDkxB2(}zRlNh-LYPHkOz@08Mo2*g+R-Nam&YX&1-ZXz4dvCXK(o~<+D`J+V^Yc zE#>2TNR}v%XL+!DFMa4GkKVYLPa&Wmm>`ddfIf`vL!JHmM*3OzR37q30{GB-Bxmw; zTnNYm6XY=w&#V&$@^5kVg{0hu$MOlc(cCKpvPNkBNXj=tC0Fhos^8&uo%G>wC+$xBRx|)7G2-ts2kjF$oAHL;7UG4ZI{jGZ_4|ybkIUji5YorG9 zb6g0>0~6#i5zq&HNCNthG&~>rpbtr)Hy<*$>E|}T-ru+RI<7l53J>xmQU&8S`o0i= zOUuLYJNfk1SNtRPmfzNVw$`zAediYfTRA%)bDrh*R3Dz&7wYa0iD&&I3;O{H`!NyF zhi~~%S3BNFU+bR9Lmo+B&Ig|N8mWQ&92Wxezyx_r1oS~4l7K!W4bO)@=tC0d&4{Qxt1oe0J8x+n-$U}6e#-Y; zzN~f^*Sq$)yDs-D1ne&+$YUa)5BiV z0~6#i5zq&HNCNthG&~>rpbtslX&*9|>E|||-ru+RI<7l53J>xmQU&8S`o0i=OUuLY zH~84+Yx}%(zT|%`fBE*!cj&3?2rAK2zcH(3Hq?chniOZBmJ&>BoBEc zfwev`uh&RT@2uW(o_pTTa}23#`Xk?G`Lg>}eYk4ftMhjKLcsoE zf;=Vy`k)U<;HVF|)(Afzt=I4CF3Uq669GKvCDIl0aa;(<0~6#i5zq&HNCNthG&~>r zpbtslX&*9|>E|||-ru+RI<7nR79P|=q)NtZ{M!4rUdM$1UVMeeSL%GKukF6_{^mJr zJ#c)j2lC~nxt24#$Qu&!o(SlJJ|uzOeaKvU{JD32=2u%Ik1=@Ar(Pn|$j5OZAP-EC z$3#FM^dSl8L(=ek=z~5afv0`QT&ADfe0qQ1=Iglb*jso|2azfnxAAN5+j<=r0(kK? z9$&5du0FF5QQnX!Q6AssLG@>OaMn6!=jD2Zfc?P)c}xWKK_8O9-9F^rJ^p+*5BIAr zkjFQ8(C4Qjl-b{LAs`P-kjF$oAM_y!=tI)*eCUHdB!Q=W$XuqM+kAR|-{$MM?$}#+ zPzRAJ8MpCk@7sDE7XoDwGLLe9wbVXhdh#iJ|vCj z?oYC?ACM?IJrTnNy2 zc|bre69K)@ha{j6N#nZnv6u7S@2JY}AyJ|{ z$YUa)5BiV<-sVHr_QcO`<7qv$Me-Pf2YtFKLV@)i7XtFY1bIvZ^g$nzfIcJ*&xbzf zLlSt}hsyCYe2Xzvmz_^WXd*9aMxDcT4^7xsDTz=-FH<%%xiGV&_ zKV1hg* z0{Wm2NkAWxhUY^c^dSj6?L+1={oLl$`};Ou$92cP!h<@AP+;7~x4m!caa;({cX|At zhnz6v_nep|FG$F1BA^e)eBkRjj&skKzVm${AU{ly$3#FM^dSj+-G^jx$IoBqZT+=n z^5}yHeK;#p73(=J1muAU@|XzdgFYkyeMlOf4}H*wB=EEknalKZn@{iW+k73@9g|1l z0S6+K7`Jh>_iet83jz8nk99ocw2qTrVT!ya0{U={4|5#np0lg(AyJ|{%;GTsNbGHl7G!q9`Z;6Px-*UXGLmaJ;#NBJTO5X69IkDha{j6NyGD@5BiVHU41uj9I7@+dsuK!g(GHjehb&DU`uKwsstjfdPYW*axYk{=}GHxbZ>Z9Xs? zZp8Mv<3d0_m>`ddfIjF$63~aFv3x%2+2@b!N6l0o@<;-`_&^?eBQ^28<3d0lm>`dd zfIjF$63~aF;rY-9eMkaN`;fUzKezex{=UuEaosU_6drIOLWyx3M|$ni0ukzT( zLvH)H=^f_CZz7-%`+R^KkyRW+qC|PfBMIn3((wM(hhsj}UmqXYkD8%8rpbtqvACkuP_d~tg@sa(j z8OlQ*NuXCB$ZKt+CgwXX1muAU@|XzdgFYkyeMlOf4}H*wB=EEknalKZn@{iW+k73@ z9h1j89&jS^72`Jc_P))>aUnq8pvAdiWFKIlUd(1)bq`OpV_NCHp$khx4h zxB2w`zRlNh-7$Hr;{hikUomcDZ|~cD92WxgO&;g+kSj)=%av8-3kms71oS~4l7K!W z4bO)@=tC0Fhoo`-{ZOyIePn-XX7Z3n5*Wn?@|=s*#CykufIKik9uon5(1#?T4@txG zp%40y1fKRGbD4f_^XdJ4o3G=#WAa$X15QM~V%)~w-naQUE(GYCJg(s(*K4@yEoRAg zBA^fYkOcH0X?Q;LK_8NUJ|vCn?}vJ~<&piV8OcK)NnjKo$a5}I6Ym`t0`kBFc}xWK zK_8NUJ|qp#hd$^-5_sB&%w_ty&8PSGZN84{j>%&k4>%F|ig6ozd*9~cxDcRk^0=0V zoH6WL&g>#@NXUC4pbz?x1oRi3{i{#CzqkK&hvab$54aN9g>f72e&6or zxDcQ(^07lLA!|#2l-~Q@L@9*tz-645g!vn5F zc46GcyWh9_IW7d~i#(p;A@^sv>pkYle;ncq+Xu3+ACRyg69IkDha{j6NyGD@5BiV<^dV_1-w*Zd z<@xfhiOEAANkAWxhWCj+=tC0Fhos^Cpbz?x1oR%H8m2n%-e&4R=xDbH5Jo?~aANuHn=K>S$$3#FM^dSl8L(=ek=z~5a0ewgs-Vgeq z4@p2Dl7{z#KIlUd(1)bq{h$x}kOcH0X?Q>M=0n|`U;ESh``&n(Pi@Rscu*%13XI!$ z_WO1{$Atjg<~rgSbnqTu-4ha{j6NyGa=AM_y!e9ecfeZ-%?)-UU=E$xK| zc{~-N!v2m60eN6TpFGI!?mnHh?^)~IUBCO$xf12EkH=ly?%D?m?gt6a$3)<*KJ-=> z*7cT``OujX^kFO?>TJgw z>08}1c|5}d?oUOkW`DFB=DJ-UwHL$YsA$uJ?2Q?H6W@$%pLk?&DMY-d(5r(djYIhyAmENkAWxhX37L zAM_y!=tI)*e$WSfNCNthG`t`5p>H4R?8Y1ESKTvt^vQ$1TotLB^&J-i^1y^Kd650x zeO$Zm+Ie^9?|yWqM0q^J<1FrHtpf$ugM{Z}BA^dH`*1fGvbcL+_k(-X#WYkx51oxG^->OSAK&((Ff zKAn8$d9c6sHwoxN((r#5&>Oa$~{pAT1a zBde?TaeYXaC=Yog0ewgs{=U!$eMkcOkTkp>^g$nzfIcJ*?+1O*ha@n%4_V8IKabAe z{A=sJ!h<@`icn-d$Ay4AFyUQ1p6YA6FLc}Ijv@0d@2JZDLSkQk`FbtKwez;F>->HF zvmcoAO@35=wg*?Odv>0#N2k8&zx}uWNkAWxhW|T(KIlUd(1)bq{h$x}kOcH0X?Q>A zL*G8s*^M{SuexXQ7?THm+Z(Bx?;RHc^1y_5@}RoA`^>(?yZ3iL$d@ROF?p=*+uC_h za6TkF9}@w6xW$)CfOO%H^l7K!W4S!$ggFYkyeMlPK5Bi`FNkAWxhWCR$ z=tB~Cn-5vrh(EurAJ$V__!S=1xi>6`trKS@9zl7|1?ULW)!3Ft%8@P5z-eMkcO zkTkp>^g$nzK;YT{w4u^NE-fketpn~B%lvT!}~!W^dSl8 zL(=em(1&mPP**?RNPp{|$>W_o=<8ghYTi381muAU-{e8{dH{)UdSL&@>_2@YQiWqk zc%CN$`p~BjTl+#4TfcKYJd%JuBn^LG=z~5a0ewgs-Vgeq4@p2Dl7{z#KIlUd z_?iz{`-ne(tzXt#Tly6q)HxTS!h6SsfIKka+dT9@50ZdBBn|%^s1N#(1oRLmo*$ACkuL`%RwmOal6lG(2DWpbtqvACiXmgFfg(63~aF(ck@0 zXE)wRzv`aJ;~PBaGm)wtL!v}^$fG8p7ZU-`MQw#VNwO`>u zokS=&hD3?-kVg{02O{qrL!v}^$Ri2pL(=fy(fXhdNnooFeA|9E_q?6w7*Zw5Lmo*$ zACiW@uk}G6l7K!W4etki(1#?T4@txOK_B!X34Gm$WHI8;U+q9$_HQMKnAyc9}^g$nzfIcLR@qf0Tbr0nsk0hWENyEQ~^x z^g$nzfIcJ*?+1O*ha{j6NyGa=AM_y!=tI)*e$a<|eW-UEZ=^4E&*UMGB%lvT!{4v^ zu+9fLt>eTjc|oE?dB`IP=tI)*_pmAgFYkyeMlPK5Bi`FNkAWxhWCR$=tC0Fhos^Cpbz?x1kUy$*B62@U+SL8Lmo*$ACiW@U-jXb4}2|0NR%iK zc_aaSNE-g$(Fc7<0{W0NydU&IACiDRBn|Heeb9#_pbtsI`#~S{AqnV1((r!J2YpBa zM}5e(M*R6`{eE9}T^{mC0{W0N{QE;6iVt$|TqFT~NE+Ug`k)U4QEb0ewgs-Vgeq4@p2Dl7{z# zKIlUd(1)bq{h$x}kOcH0X?Q>AgFYmIqdw$XJ^p;OKEJQKDi3)i0ewgs{(Yej>wJ*Y zI!?@z7bHrQhdh#iJ|qo)59@=QsNeQCvVV0?NCNth zG`t`5K_8NUJ|qqA2Yt|oB%lvT!}~!W^dSl8L(=em&-Ti*oc_ym zY@TG_TOWJPt2a)g=R=>r8b|M+`Pb&kV;>K=y){CG`WzPmU*~}b#&;0-y3f{Md%Tth z^NfXG?;Pkdc{;B9CXaPI;Ph0~-5i z=65xZyZUg~K3DT{{d@hC_wRZ4cCPH#@B8&uKGgM<*xR`?pV~Zm+`|LTZ;eo-KF5WC zJTSrd1_JtAcTpbec)-b6c=gVKu9BzYx^ME>#{+J6Mg6Tw%R?SXKp&EZ|GT+9^y!0r z`F&q_3nyax+;JgrH=nDy-(8RU(a~polK;K@+3jiWz2xyUhp+8V-@g*S)?e$b&6dZ{ zJmB({NR`y%xDb#BCK%s9K%eU_%3~i7xETw--Z;=z@^W1FNgn%n!0oQ6zcp!j$Ri2p zL(=enH`j;0eIPsg1c?&i(MD$R+;Pq8ZXQ?l;i`4-=Hq_P`YHe4^MCrB*`MF{=PP`u z^R4mebLRfFS@P(E2Yq-;gevtoE(GL(2|x3w-#Y4@fIin9lE*$Ca5ENuy>XzcLBUy!KdSzOLqhwNMr5+%w*9yNhy zydVdCgv2v_c$$A*{rg5w^L78)DS7nCgT9O!p-TRa3jujx!p}VFw~l%zpwD%Oea>{9p&NowFC0_1`ql? zN~9~~>$nh*2PUlJQO|bN8v%W;J0g#3c)-nzM2^+((H}B45XafIKi^ACLNLM^6*b=eh&(xP}K@jfL;s9Ox?hI-9`E2mAA5~ZCO^l8fIKi^ACLNLM^6*b=eh&(xQ7Rv zjfMBs9Ox?hIIg+N;~pMx-W&C|CMOShBmsR$8vgI*`tU9vsK&lRqC|O&!DDTo*3P49 z=R?BtFcHv)YkWAHD_NesuIoXz#JBONtLuOCHvZOAJ138Oc)+>W2nF(UTnNYm6VBmL zujc4(0{UDNm&ZLk;A||sujW8k*~f9sT^`Tyfcx60zcnd&$Ri2pL(=fSpX?>8hy}wI!zP*0y!+;XyF%}Q9J=(Xk);XGo-_wZ_d*@MS+yAI{p5|9OB#$w8(5GG^ z)X2wiAs`P-IEP2Qnxnf3=yOe69?$TAyRq;;n*&{CUB@+Nc|5}d?rWp|)}-Vik0hWE zNyGo$Tp!-;1J&7QNR%j#F?h`NY3?~y`5qGbJ`vD|XM8xyove?piZjg ztsmA~J1CE9c)+!nNR{N{xDb#BCS1d#Uft2v1oXKkERSb+z};B*pUr`;vaaKrvpo9X zK_BL#{?=sVA&(@W4@txSo~{qy@WDQRqt8_NwtlyDy{$g$p~EH0<6S(cW@}&fez$cW z=R>;0xACZ}>u>Zn-quq)CXYUN(1)iY6xiQ!As`P-xQ0i)x}&QJ=yOe29)0kj5604u zqa5fe>o~5t%A*e+^kFXQZ%sxX@<;;ukTm??&Gq41K2WWFheV0;7=s6WB9gUZNa*uK zKp*<_VQXKgV(WL#hg^yBsCo1@vOjf450Y?>N4=Zf-U8;iis~_k2XnBFdHmIZ zsd63r>Z-?_9?XSmevz1SUe3q)q=0!y4gdFk^KeccbUw$KyXcL?sCwv;0_Gt#uK)J{ zPWx=`uYT{@bzDbs)Vq6Bjqi7NpNHqK8Pww(51h}coQnI|4*@+$!Z{xGZgzVMnCB|0 z$DAI_#X9Emt^-r$clOm$k2yV<3)TE0G3UITkMl_Z^NuumSIIdYe0-*X+QQT2GwqkjAR&UsaHJ@iO{qw>IY&#Ih>``HfxJxIcL zJnG%;{wiRetDqipdN3F3n9sWoOqJi+S4Tbc*aUn&coNKmdGLAgec<~b1y;?&s{6*? z{Ub4|9(tsJc}NZa-ZEPrm`>lz3*FemGn*E0vE%J=N6n;v>>0zMx+3Fg5(_&oSN z@O_X1SINUw&cSRv4-%v5p+^dsht%-zHQ&xdord%H_B`%(|DM02`@8vi-kK;q=Ja4L zdsR-!_3Vd$9wcE7kGdPXcLmII71Lu)59Vea^Xm>wmCx;~lOB3(0zMx+3Fg5(_&oSN z@O_X1SIYxuyV|)t50f2L4?R-AJfwzy&oK|?AqDQ1hdlccf4-Zi=dCHyV@?m|vRCDl zT+e<8=s^tB@XRdN4QZm|u5bs(fx=o%GOS6Y%-qNiYxQ!RNvEf$xJ9 zxN07*dM;+?`H&b@4?R-AJfwzy?=cVNAqB3Uhdk>Mf4;h(=c}pFV@(g{_G#tR{N8>D z=s^tB@Yo@L-PCYs`~VFi-m-pa)6NV-qkB<{<^lLu&YZm~1W&cyHShkza= zVGWPETe~h`o~wu+*YIGD)@#g@Q!r2aA)p6I&|?!Y59T2S%tLDUe3%FGkOIHu;kVEE zt?NjPs)rsaU>;J#|L&Rx^N<4OAvNZEKh)j*y>s5xP!By)VAedauU9K);`{bPKo63z zhDY74T^BIVRYZ?#dN9|!R;J4N?T3IKBtef&z&x0T6fh5|;qzf0%tH!XJrA7q>gV)) zOnOv3^hg2okQ)9y$UK;b6u5dG@~ofy`RYENuckteYj`lnS1YIH`}RXX50bE^N8P=h zd9E4IY+yp zn1|Hx??vXpJfy(Y@{niyuhZHamsp0cs9?U}u+%*q(JvX!W{78(dhaM?l9#X@#{hLyt{>98giQM`BbxuH{irbHC0!*O}{aPY>pP)yh;kpZyTfgCyv& z377}-kOJl*HGDqIgLz1SyXOImyE}M(k}#?sdZd7PNDcoUWgg5!3ap-oJj+jiUj2OT zzfM&TJvISyKt;tKiBa{qwnshP^*i%iXROCPJ(&AdD^uls_Cr7qlAy;XU>?jv3Ydq~ z@cA$g<{<^l!_d$nQ{j8kJeY?RFb}EW`@uYzhZI;n4|$fK{=EA6+<%>_9(tsJc}NZa zesi}x)ahTpyW4y{Z_TtGKYQSEmC7kOkNptPgCyv&377}-kOJl*HGDqIgLy~+^NQaP`i4 z*9q&P$0k4yu2PvQ=dm9GdXNM?HUaZs9#X(Oq=wIjc`y$tU>;KA|M!C~KfCa$K1htJ zhaM?l9#Z4~_bQ+2gT$zM=#c{7&O`2H`}4Q=WF52^9^eqdE6Bu3Rkj}$Nu zsqy$8(MO*YFb}EW^I{&%LkgIO)bRaa9?U}un1|Fj{{2wzwti=R>J0VJBL&FA>XkEb z4*MaX2T9Ol6EF|vAqC7sYWRGZ2lJ2u<{>qHe?RE-niJpB3yD$n&?5!RLu&l~-sM|* zAu*~RdZd7PNDbd7=D|FqfO$v_-w)>Dy*$)!uirWUIzv75NP*w-z~`$}&cuH0hkza= zL61$qJeY?RFb}EW^I;y$LkgIO)Oh}W;M=+(F{&PVq=0!yjpy$bz4S@}^N<=oKjy(a zq=0!y4c`yu!91jZc}R`@-w*Zb>viU%&P)$IQsB2d@cAm0GqGR$A)p6I&|?!Y59T2S z%tLDUe3%FGkOJl*HC}%|==PZ#ztRthQT5Ox18KmAg`Jfw!tlX)-?DPSH_!}o)EFb^qU9#Z4) z?}vJ|`8(%dXQYQ7De!6@_};9QGqFGWA)p6I&|?!Y59T2S%tLDUe3%FGkOJl*H9mho z=(vv~SJ4xRQT5Ox1aJ4+t>CV?(&D-;J#=fgahhZHamsj>h2fvf9`#Hf1ckpku+HTHiG>8o!Fn1|Hx zc{2~@AqC7sYWRLI59T2S%tLBCe?Qc3f4_5nbq0Fqkpg?=f$My$awhI?KLqq333_Y- z=D|FqfO$v_pAYk39#X(Oq{eaY2c6Gx<}P|8F{&PVq=0!yjpN??+(mCBM%6=)6fh5| z;rqxun1>WF52@k%VYNKe>3zRj&CmVT%;>SE2Xi~CqQw2|hkza=L61$qJeY?RFb}EW z^I;y$LkgIO)HweAz}<95VpKi!NCESZ8ppqv^wv8C%tLDU{Fw*ykOJl*HGDsq2lJ2u z<{>p6-w$>5{LcAQb3OD(fur)kbq z=lpIq5BF0upvOHtnDbE;MXql@1oR*YdTavb!91jZc}NYP5A$FiQouZ<#`*6D?(Q6r z7*!8FQouZ<#`*6l{q;`)^N<=okLJNVq=0!y4c`yu!91jZc}R`(|EzyC*F%pKI4cj_ z=cvk=xW4@m(1RrCu?d(5^N<4OAvJtH%!7GI0rQX=-+MnehdJiJE}RDvqw1kY3Ydq~ z_}+gv*oE^zVpKi!NCESZ8osa0gLy~+^N zwI2d{kOVz80rOxUQouZ9#Y`$c}R;R{(N^|&tFre#~dEaVXw-mxSstG(1RrCu?d(5 z^N<4OAvJtH%!7GI0rQX=^SmFN%baszSI!5CQT5Ox1;JyJfw#2hrRPqb@%V~-mllIGtxtk6!qFKFou8NCESZ8uPs$*qw7iVpKi!NCESZ8uPu!oR9NK0rQX=KCkA%JfwhmNDbc) z=D|Fqz}@nYXW!$`ck}bSH8pyy;lZ3ft(=nI+YbRfNP-@lfO#+vDPSH_!{@_1n1>WF z52-Ql`{8bLVk)bid)0lf?*7~UfBSszIh}Q%z4!g>dRINyvvWUN*JTJib6S0!Ip4Le zK0o(gle?-1`?l8i?p_|GgzMQ?XFa~-f%~lW=;wuV?{%NOuCw>PyxtISJ|sbplz2B6 z{Px}7`F-TBk-vJH$N!ys_I2}EbNHJFpHrDDeXp+n?26NDK7Bv-b$)m8;GEQ+S3ak@ zj>OM(HlMy9`#QIGJ^1yzzgzYD?t4spRfpN~dbHzg=iPfhNBgaI{k?s?-Vm5Q2h8a% zb@q9B4y zu!nbl=l78tb#;$=8vosV)p@dSDs!dp)%E)PuI|(4XwEZ94^qMJ?W?OEb9gX^S?kfy59j{$KA-;XulM!$LqLC$pvNZgZXVEk_PbZV z_v|{ZBRT479(DJRd7FKGHScfjm-|wgD}Ar74}tDNKbueAkA0orT|77^wda-3sjegO zbDhnn@5jE*?XMnO?XTBa<@fG$OneoG+4H%#ne(FJL_`Q8~)niT%<}zzN>UsL~x}W|IUw@CpsCwv;0%zsn*?rj4 zv+uc%)TmeUsHgMa&963J&eJP%@1N7VUY~bdsI&R>{n*#}>48A4Jrv0wtJi(?d-(Z%Bu3Rkj}(|C4}Bl(v43ul z%&1rQsHa`;-$|}MpS{k(^Pmzl+0N&bfLX&)z?|xJo_S z&->Nn=<%5cZr0)V%mHP-XJ6g)Si^%k&03FszBu=9_xbJfXTNiO2+1V?mWSEbuRfo%&c}VI%$>eh*M~rNp+DQF-_O3zM-K#Q?Rl-MkAFXKy$YP| z*Y9Wl?|JO)!`=42?yT3FWnZ)G<8Jfc`@HYYaqs)De!X}7R{Q?y^Kt(};ON}pylOq# z$LrT*=&_Fnj@IG%%mH=2XJ6g)Skr^K&03Fo-hR98Z=d7iIufJmp+^dshtzod-`(|@ z%ct(iQ7qF7#*n^!wS@`RMVQ2Ts(UXFjL8j>OM(Z=ZfW z`|5s{$65E`bl<+;xA*bw^Lu|1FzR1DxZ1Ppy!yRo*SXsIRb8%nuB+wm+vg!CtJZJ( zdHWtEf2Z( z?azJxv#cRJ@T!p?@*M~rNp+DQF-_O3zM~~M$aH94+^EuUZBz~@Y`}FJC zSNF3$xck}n{nq{NcHg_r_w4gN%hTEWS?zw${8n3E&ENeFfp6!GIjmB@?dAPzQuO%D z12^mN>kg>$xqWrg;~E~!an^d&^T&0moZlXaQT5Ox1d*W)!0oTxpod`@*8iJ$A!qSzq(wTX@+I0X;~T_?OdiuwF%)V}Z>x7Q-;JQ@qO5dyNL!i6R@9opCXJ7sG z*vA7$YR@yDQ(Z^m=lZTs|Gs^7oyB98eV}vnevZD+(fjxMOmNh1d(_=L{@*3v-rwx^ z$8Yw1_WiB8?|u$@COPWa9`)|?b!U5cznTF(&hfzct`%j@Z$AX|APLv>sHdB+Gkrw-yh6F%|q|H&+O}czxH)vdwFmjDtDpp)%79JUFi4r>DRNb{(9`=fg`o& zna`=NBk^;6*QbBqzPirl!R}_;*HQaf?YeiHkLMi%N9A-j-__1Jo1go+#`D4)XQ`__ zm+rSFM~~M$aJp+niSyeJ0X;~>vx~u zS?A|IRB}PztLsCcyU_3L)30Y={q@+#14nAlGoMpkN8;!Du228IeRZAHW7d74xA*?` zzV6=p^Lk8ZR6VZk!Rcn7^D6tC-O>G#q&chesdLfe9v;m3E|sZrUi%@S2T8bxM?LL) zoq4P?(L;|EFb}Em`0u3p+{>q)_Aw8$ubbC8p>KI`Un;wz@747o&|T=?_37WYufBTh zb~xOjpvOy zeXGv?9J;@n3_bSo!0|2>HO^~41oR*Y_w=ZzpRY5YbtZb~kpku+H6H)nRG(}6)YCoA zfA)3rSts-@5AI84SM`}WmWk8?b5ruIDZIn{L}ey-iezB;YyvFg6j ze|P_%{*L=l|9TyNKLqq73HS8i^t0t))_u+9p6|J_udYx~sGJ)9wb4JDlungUh7=+&?5!R zLux$!JE}g{@~NkJocHYO=CMxbTOQn(%C6{pb$tkQ7y5U7`uFXtuO8=k;7sj#=5wm+ zNc>#8k9~EzipN#X!E~OT=hg3V9qPNk^ZP?UKa!xwCeZVMPXGMuewKZleQxi^k5#{+k2&nur(T}R^Q+I{S+)73mU-PO+Z z+j)NbygR)5z5YAPM@`W>TVzBIs3YKs}q{l zgMCriHGQwH4}tDN-+k<>mmYI^Fc)giGoMpkM`G0OVSi1ZyUmp;{&w!)K7aN**N1?9 zBtef&;8`BfdiK4&*S~e&z0cwGnB=IddDPwS->v51erpEwIL8C$RVzyD-+l<_K@#-X z1bQB-&U{_puYH}79(tsJc}R`N_nkg#`PAJ$&U5y4^HwJ`s|Wj{vTOQYT^|D7g}(dP zS1�^k6R3o@YL%x{k!C-NXLcKAi3@bN=m|zkPl;AJ01k%mYa{*5hnvPIdNuy&v+& z=83zk=FPtMs;iyf{np9ragGPht5%fQzx@!d6Gpu5m_AN%U1$DAI_h1&DX=Tz5`7`1!Y z-^1r_b7rcXo7z9O9|HQ21U)u^z4L(X-q-EdJL^9EzV^tEsz>$MyVJLd>Y+yp{FVnk zU!`&;_G>=`^dJd(Yy!{nP_^dkp6%cDIx{`=NCESZ8qeQ{dVSZc-u-c2v#*<|M+%sS)Oi2>sNb=E_3DrFnSI@S)CsNX!M>@SioRFZhX5|!!(N|FV6}XZ zTWa4wpHuI)-p^}K5=Om?$6e0JbUiN;_sTh^cK%4rF@JWm_gs#;?%wWuWbh6i(;wW7@a?1z9JBtef&;N3h_z3+GL?%(g%ndzZN3Ydq~c>n#V z-?4u6>W}l8ecgQ239ahEzNwswzE{_W0509bUY|{1wS16UYTrMfQ}4Fk&udQ-M!lN{ zr@z~|Juj2LXYQT<9P{6M4xDQ5>v}z8eP3(>d*`9*KJWIvzt^kgdfdZ|0{gQc z0(y`HJvM>A=Amky-~Dy}{=Uvk4?R-AJfz0o-iQ7CrF+=xvk9!04{}TG`{#4&-PZeg?McF@clEgIxtYG_N8;Yk0Se{;iF5M6-Tvyn z*LD874}Z@j&dJZ}-c{>)xB7YAf1R-&b9gX^St=^*$9@RtK@#-X1pbiIX%`s>Ge%)ajY>x8cA!MUiMn!eY&t@rcV4*_za#~L2YiQ4DK z=hVBc_w(A5gi-JAfyUh(JU>bBx!45E!#R2Qt24X&>vjA+lB4Qzu1CGwW9K}oi5_~S zz^8fOce7N^#D46DfF2}4k4<3jJXGD|yS?}C_3F&@&?5!RLu%~*{?zy1zIFA{fA)3f zTPJi?56(s9)bzdHZM~n@eh82YJ+9%w9I1W2d``XEdOwdnlO9zM9X0`TFmk~ER}Umc z)#F$XuKup`r@wpmK7JqRQT5o@qh9T?)4Q7Jp+^erl?Sf#t;(6Wzx@!6lXx6mNg?;KuXE5tk4@n0=Y!nsRnOkP_p6iBLyr_N52($o#dF+P(bJyb@9?Y5A=g;TV)z-{|TLx8#KaSspXOzrdMbLwjAeZTfha#TIu^WfXMAz_X-0rOxUQsAgO^y_lZ{<%Fe zqw1kY3Ydq~@V{T?;k7*AbW~**T;F~O=s^Y+ypJj+9Vcl-0R@4H^b^w1*(%tLDUJ~0okbcD}Ar4 zt@r)f4*}+?$2~llGqum3 }e_x;*4$x-$An+Lzv5eaj(377}-kOJl*HGDqIgLy~+ z^Na@=&Mqyqj(R z?x)U74?R-AJfy~a@88+yQ}rJGW?!G(*ZtK5eanOUQrQ)KudA*1{n`%!=BkGtWFTwL zN3Lyuo^8GF$G%QXk9|G3nyyHUs)rsaU>;KA@xPn;=#v8GAvJtn%!7GIfm!mvK0d9S ziQn4~0X;~99-F}Id8pHR>}KD;`>Qk4Lyr_N52-Q#`}o`Qs#=d;v#)>K&->Se%<93u zsO*})*VWehe(i?k ze=pHTpA;|;sp0ct9`?xtj;~hk%J=PufF2}4k4<3qJk)7DcC+u_{neT2p+^dsht!z= zef;ftRjo&_+1J1A=lyF!R`p=tR8B?T>ul?NKlVd_x#^(?8OYl6k!#zZXIt<4v9A-; z<5&-_t}_y&>Y+ypn1|GO{O_nf`lNt)NDZGC^I#rQV3s_vk5?;a;QRJNKo63j$0o2^ z9_sYg+y83b?zbjR4?R-AJfz0)@8f#6$NSB`ZeHqy^!UsJH!4@5?{&8Iz90J`z})oE zV-t9m2XaE~-{*7c+3Wp&_Do__JY+ypn1|GO{`VZc^hyEqkQzQe z=HazG;PhMNDy-WN0X;~99-F{wd8pG{Z~v=#yWg5PJ@iNc^N@u`f1l5(XRr7B*)xez^*GmqyXlUEIot%y zgLy~+^N<=oALhY4q=0!y4c`x|?jv3Ydq~@cA$g<{<^X zorm1Z_UFEz+1LAi?d!z!c+CSRD!-!db++}sANwJ|-1N|66L^*fazgFj=X2`W>-~QA zOkz|$zT=_$cig$F{z#0fhaM?l9#Z4^--GnhD+SC$YWVz^hoAF+3zcu#BQdHTdZd7P zNDcq{Vjj#x3Ydq~@cr=ZJk)7C&SUoVZ~J-wnvkn{a4ssRrtkIa^?pD5A;4Vp&|?#L zmIrb|?ce8f>e=i4e)ddaR6V}y!QGt$66SIfFc0P-1;J#_rtgIP^a-YkJ;D1?dSb#Layq;xu~3)zSpzY z`~B>P0CUkpk4@mOc_2sBemy>??!DfxXOHx#dd%VB9Ojq%{cf z#{)+ySEcXu?Dc*>`ys$w^w47y_-h`>5w%~BN__v_gsJ*pmad9WMjf`mEU1k8hZ zNCESZ8a^N9!91jZc}NZ459Yx%?!TXX zz38 zF6_$rATg>QdZd7PNR7Y$JxWhKQ@}i=hR>IIFb^qU9#X^igLyCyDPSH_!}o)EFb^rP zcOLTE+n@XOXJ7C8wXYM?;~Wp1soa&m*S**K_3VcL?t1943H&t=9#X(Oq=xSY^I#rQz&xae z?+5c>9#Y_09`d`}pZoV`U+??1uM^Yb91onS+?Br9z1REo?1upEdg!qU9GwSpM(y|G zbLzY6{rmPvj;hBR9?ofvIk8LUg~X_O=#c{EAvKQwdzRjMr+|4#4WB>rU>;JyJfw#2 z2lHSaQouZ;JS=ONd&Kd-jl_iJA#s>eAVI8(VReXo13_v_gY0o?V_V-q+! z59Ey6@5krVch~#(?U5W+kF`A5t#d=d9B%^V!91jZc}NYP5A$FiQouZ;Jy zJfw#22lHSaQouZ;JS=ONd&Kd-jl_iJA#s>eAVI8(VReXo13_v_gY0o?V_ zV-q+!59Ey6@5krVch~#(?U5W+k2O7<+nRG@*Uk@#QT5Ox1&?BH@|g4dd%s;T&V1lzSnox`}ggK z0IquIu?ZZV2XaR3_v3TwyX*b?_DGJZ$J!q3-Z>&+t~UYmU>;JyJfw!thj}m$DPSH_ z!}o)EFb^qU9#X^igLyCyDPSH_!}o)EFb`Frc0C_;_3`=n_Ils1eVvFNb9gWZD!ZcZ z_1*RUefuGRs~&o60^iO9Ii&Xe@Hw@w+aoio9@q46uGgF^r*ghXjH-toDPSH_^iJ?}yK+ecc|JQT4cohjYHioH?cQMq*Sw^hg2okQ(3r zd!6%e9w}fRQp4xdJeY?RFb}EW`@uYzhZHamsp0#V))I(}THD zIR$;MecgTt;G~Bho4{;&AeYp>KR&1Sb$et+)#F|soYuJ`;d8JFmmMUpMBkY)(PpcrU!GQatiuh`?~!Q zz)251Hi6ahKyIn4?ce<}xl#2v)`P3-jD)${1k8hZNCESZ8a^N9!91jZc}NZ459Yx< zq=0!y4c`yu!91jZc}NZ459Z<8d8ns*%=_%?=Ce*nk2O7*8U>?@aL*4yjo@ZY-e|187T+@TOQaPnP5~J#&M+&T#hur)2=hgP_ ze(MDFIM;)_>5jyxdgze?<{>rw@2q(+4=G?CQp5Lyc`y$tU>;J#_k(#b4=G?CQp5Ly zc`y$tuzDWyEZd*^d1hbl`?aqV)8iT*%#q5e?2#B%4?R-AJfz0sf8X`dCk3vOhpU`} z*?1l#M%6=)6fh5|;eY4NgLy~+^NqFKbQyekOJl*HGDsq2lJ2u<{>qFKbVJm<)NPTG5@o#o7XxaJ+A4& zT&bMW9*I%)&?5!RLux$!_gx=-QsAn2xazr>o##VhR6X=a0rQX={yo4vn1>WF52@k% z!919U6fh5|;rqcnn1>WF52@k%!8}|$5A}49d7pjVeAWr+p+^dshtzm{zv-h-3Ydq~ z@Od#0*UAH@ajr;=s)rsaU>;J#{|=f5^N<4OAvJtIm@Z+)#rEjo;lyO-hKX_zb5}%9^BVD=CQW}Q|7w%)me}4c;If`N5JR1 zIwcXeCEgMC`Z{B-!Y11ZPJzIv_d!M^WO&2OEw9(tsJc}NZaUCca~ zhZHamsp0$Ku6elYxk>-C^S}DNXV-am{ag2acc0(>{#Bf=a*l83VYT}+_q){9=Hq^A zGOy~vxvXQ}e{~==T*tn;>M@50bFh9U;PYMGR`p=t)-g{Vssky<#r_&T%<(SO{MJe9 zp+^dsht%-j#ms|wNCESZ8onRyo(Ix!cZc83|J&zBxgB-gv(ItX{m#12QFA%!x~sd~ zZU5xps`YO3^t?66vwE;E>zLPH9hf@Tv9GRr%;~{gtgi|9d{?JcJ=nK(%u|QzK+18k zzorj!y=pbTb+UTskpku+HT-um^I#rQz&xae?+5cR@}R@Np9@xxb~@`mN1x;D>#ypz z>b}pO@73=|4z60SK0nV_le?-1`?ijGzUx2=_?>-q)MHK$=3;$Kz~{R;JyJfw#22lG(#K&J~5qvAnjb?^SD z>+ZeJS+6(izJ8nQZ=bJr4)@C>NByfuz1sTSUp@SN&43=qc;IRszVA9P6@F)59rakl zgE?7$7V!D5E?4p39M&=4yE~9_9PDc@uIjm>EiBL&Pu zYV7~N>+7p;3Ydq~@Od*2*UAH@ajr;=iU*a|zxI1w=db&?%I{}Chx4w_lO8{N;Ie9+ z{W)}hHCcMp=MWF;zgH1wvIe>2U5c4_SH#`H9eS{bvM2b4^qSV z?Cad`;=wsrt>(8*P7gg&z&xae|1M@8%tH#8ht%->U>@Gf1K-vSiBa*OviffS>F?gX z&t1Pi+qs>0eSY+K%>$=Z>TJ)Q`>Dy%<24VQti!82pvdR;)k%+QcreGiR-f-W`MY>< zPHTOSUDbn>b3Xez_q%#d*s|V+{*7w*|JV-g`v9EK!s|V*^rJCP5DLwQ^0rQX={=1lYFb^qU9#X^igL(K{ z9{9D6NQ{aHmDOkctKWNe9oLbp^Wal_sQvS^`m^ry?Q?p6COzuj9`)+;b$g%J>(v?S z@f{D`t>5wIuK3#z0X;~^iO^IqEYHzWwZbd#``%zI&g; z>oLjK^0v2Ez59IK-skmtb;f$k;lUj4TA2dpw;uv}kc4Y`)YDzRGtYI#der9{59``4 zq?|e0*LmuJz}(gR*7@k6M+%sS)bQWM%!7GI0rQX=z8}oPzIotkx*{R9?U}un1|Hx z{a_xB$%C%{c4f6Y{q}kPo;^~d?(M^6;eo?lDkrw-`~xHc}M~CkQ%-p%)>c((D~oab=Bu`w!AQ(z4vw0b@$$< z*JDznuI5p9e}1=`m;0?5(PJME9IskY;(Yc)Ko62|Pmg-~^*i%iXQ;<(9ynQt*X#~V zm3`XRx#{tm2TtFr=C{i0p+^dsht%+Ye>V^2AqC7sYWRLI59j8AyXlU^sCum7vG<%f z_1@R@ddT{GZ2~v0bc=6u!46gi*$5YU4p=usus?96kWn;x%u;A9)b&q=5#FL4oHlu#~L1gofD`0>vjA+l0HA1z`J>d{SeTD zB;KA@$cvQ z=#v8GAvJtn%!7GIfwS^()_pje_d{Y-J^tpwuith2^mp&x$L}LOsvgzj=uYn{tcM;c zKps}FoQZST4*@+$f*zYd&qLLjzw7(AuQSu*GY{OX!|&S;Op$%q*SYAij|YxNRr6bA z_0S^)%tLBC{{37ZeNwB(%yHGq6xhH05YU4p=&=br%R|+guY0zC*Xzvmc+CSR>+t%v z15;xk_H{0L9OHrOUe)|oNj>yP0rQX=&;Nd|mtHAg9#X^S$2^#a6gVpnXWfUhc|RmZ z)#Gm-{Q8;WtKWNe9oLZ@Rgb@U)L;L-a~{=D4?R-gw>WNI}hCZ?E88@!}KJ&oMI{c1y zU`pJ_zPjsijt9=4R`Xls^w1*(%tLCt|MzqK^h*KrkQzQu=D|Fqz}b1=-e=#}`yoH7 z9-n!1H?Gn@w@1djZ3469p-$&{H{1T*Po0?_Yj`lHSu2X{&wdE#K@#-X1pbB58Pj^=C?}ep+^dsht&A{-_P~bGX=~;YWRGa z2lJ2uXXW9n`*1ezhs3CQ{LQ2O+W(H2r<#b_J?d_sce9_z{nZ)jv4#h8nx&$~e(Z;U z9wb4JP2jJ2sG8?@f8D>ouQSu*GY{OX!*6c~rowgYtFs>8@xcAnYJRJf9(tsJc}R`F z|NUG~JyXCuq=wIzc`y$taCRQJ_u2RLe#noihaM?l9#Z4_e^02VeeBFbHPJ(l6!e7E=hyez_#{>6oRZh+Q?T3IKBtef&;OIP5?ftu>_wV)V%=CE811Ib7 z`l|!#T*tn;>M^GWbD^4FB<7r#^Km{YU>;KA`2TxBZ@p8%Jfw!tpLw`P9-Q+%=FBOb zHxi@jp+^dwork>l_UE(j@BQio^th)7b3d!1%>C?#fF2}4k4@m{JXG!dyQBB-_3O;^ z_{;-0>+pNm0d;<7Umf+B(}THC%`Xyj&dd2YpA;|;sd4=Oy`Z<=DPSH_!{^UD+$#^9 z*101wsvdfzfO$v_|2t_O%tH#8htyc-{lMJLswiU>?jv3e1{^S@(sV z`$J+>J@iNc^N!0jHxXyWslvLqHFbpvNX~b{?w!-@CK-@BQk` z^!UsJH|y|w=72Kav#)M?=&=d-eDEZg2lL?b;QPS$K?<0M)bRaa9?U}u%$^7KI{QA| zACnqY4?R-AJfwzy4>1qsAqC7sYW)9xz~!jQUAeyf5YU4p=&=cWI}ddl?|0wczxS^* z)8jP{oUFs^nFFeP&%V0pp~oiR^TCr~9?XN!gYN_12Pt44Qp5Lyc`y$tuu2|Q*(bK{ z7l~2z&?5!RLu&Z<67yglQouZ<#{cgJT=uHmh3nZ50X;~99-F|o^H8Vpe)sMDd;dB! zJwEfm%{u(L1FC#(U!C;OV-xWC;7KqK=E3K|_kr(&6fh5|;rqcnn1>WtEf4H{wSBu^ zCO4`cdZd7PNDcp#>g4oz%>yUv z@ahgI^0|F=(nF6;z~_S}!917;p9kLuz7JBsJfw#22lHSaQef3Qth#UP-9Hke>Y+yp zn1|Hx?=9xRJfwhm7#cWyS~2DK_SIDnJvM>ao)2>QYMpKW?x#*pkIy`Cvwr5sukf=U z0(y`HJvIUJU>;JyJfw!thj}m$DPSH_!}o)EFb^s4?L4rTZ|}qVGl^04&?5!RLu&Z< z2=ibbQouZ<#_R6~+&-<`mEYSB0X;~99-F}Id8pHR>}KD;`>Qk4<24VQtgm_TExhc9 zfF2}4k4?Zln1>WF52@kvVIIsw3Ydq~@cm#O%tH#ynul5Ug`N9DVpKi!NCESZ8veb* zJeY?RFb}Em`}+Z>S1VWL`}RXX50aqACNO&*>a-ra+4t}M>df@`%mcT(R@6AZ{SeTD zBY+ypn1|Hx?=j}V zJfy%~^T4@Zt(ftB`yrqQNzh{xSS=5Adh6|fHE;J@6Zb6-?t9nD6ga>A5YU4p=&=cy z2lJ2u<{>qFKFou8NCESZ8onRQgLz1StK{J-=U_IT2Z>Sj&?5!RLu&Z<8uMTtQsAz6 z;M~7ej99lH0(y`HJvM>W@=&L@-u_qfcE2@ovv{zNyHuvYdF_XQ9wb4JO~5>uhZHam zsp0cs9?U}un1|Hx{a_x5=Wi7g z*6oLY9wb4JO~5>uhZHamsWI>K!JO_=nF{B%9|C%i1U)tZ^I#rQz&xae&xd(14=G?C zQp5Lyc`y$taMe6q^<2!(^C2;+9(tsJc}NZa-eVrjLkip_51f;VfjttV>Y+ypn1|Hx z?+@l-%{(x-t5&AM`Rs>)9wb4JO~5>uhZHamsp0cs9?U}un1|Hx{a_x?@Y19Q7-Wh$J{ zehBD667<*v%!7GI0rQX=J|E`6JfwhmNDbc)=D|Fqz+Liimvb^(&x^#Udgze?<{>rw zdy#oC4=G?CQp5Lyc`y$tU>;J#_k(#@BM;2!Diw9kV?PA+APIVG0_MRyq=0!y4WAG5 zU>;JyJfw#22lHSaQs8cR;Ouuhx94T@qw1kY3Ydq~@b5|H!91jZc}NZ459Yx9#X(Oq=xSY^Dt)~n9HgaRrYT`1oR*Y zdTavb!91jZc}NYP5A$FiQouZ;K7?s>rC?hc-xB#f$u9w}fRQp3MTnFsTb z0_Gt#d_R~6^N<4OAvJtIn1?y?z#LYsD6)V1A)p6I&|?!Y59T2S%tLDUe3%FGkOJl* zHGDsq2lJ2u=3!{)kg4!JX&%f&3Ydq~@cm#O%tH#8ht%->U>?jv3Ydq~@cm#O=F9_g zS*4=Le(i^V9wb4JO~5>uhZHamsp0cs9?U}un1|Hx{a_xdy8P_Ir}`i8st*#Q z>Y+ypn1|Hx{b3%=LkgIO)bRaa9*)TauCrE7&Hn6%fF2}4k4?Zln1>WF52@kvVIIsw z3Ydq~@cm#O%tH#8htzm{Kd`D35~J#&M+%sS)OdW4=%Y^xn1|Hxc`*;>AqC7sYWRLI z59T2S%tLA%_kO^6)`|lAvmXL_kOVz80rOxUQouZY+ypn1|HxePSNWLkgIO)bRaa9zM$h zZnIQQ!G7$AfF2}4k4?Zln1>WF52@kvVIIsw3Ydq~@cm#O%tH#8htzofe&E}>Au*~R zdZd7PNR8+36}|LI0rQX=K0oHcJfwhmNDbc)=D|FqfO$xb{oW6_&Qdug`>`JadXNM? zHUaZs9#X(Oq=wIjc`y$tU>;J#_k(#b4=G?CQsedagKnR>@hkn17*!8FQouZ<#_R88 zex)B0qw1kY3Ydq~@cm*Q%tH#8ht%->U><(X11{gH?27x_4*@+$f*zZIc`y$tU>;J# z=fgahhZHamsp0#xjgtdgze?<{>rSf6wTrUkaFq)bM#S59T2S z%tLDUelQQ_AqC7sYJC2F!0}s^Q*eL#A)p6I&|?!Y59T2S%tLDUe3%FGkOJl*HGDsq z2lJ2u<{>pce?REBk0V#n6Nypv&?5!RLu!2f-sUQLA~C8SdZd7PNDbdN=D|FqfO$v_ z-w$`q1Lr=gk~;2ZKLqq333_Y-=D|FqfO$v_pAYk39#X(Oq=xSY^I#rQz&xbJ-`@{h zO;;pF)kBXIFb}Em_xFyTdZvJRNDZGa^I#rQz&xae?+5c>9#X(Oq{i#-2i(r8?2`N0 z4*@+$f*zZIc`y$tU>;J#=fgahhZHamsp0#%oF*#+0P9|C%i1U)tZ^I#rQz&xae&xd(14=G?C zQp5Lyc`y$tU>;KAxc7t3=Qwj0y^$DI4?R-AJfy~P?|tr~Hxi@jp+^dsht%+WWFE{z z3Ydq~@cpoA9@zI@l~iy&`yrqQNzh{xFc0P-1;KAy!V6d-*M-z`Xe!_ z9(tsJc}R`({=2|k^+#e(=Tv@&IWZ$AX|APIVG z0_MRyq=0!y4WAG5U>;JyJfw#22lHSaQouZ<#`*6D?(Q6r7*!8FQouZ<#`*6l{q;`) z^N<=okLJNVq=0!y4c`yu!91jZc^Dcvd|EN(_x9CQ4?Q*kpAVh{^I#r)9(*78K1c!c zkQ%-p%!7GI0rQX=^SmGKHW#Ka`?*)y=j@JG-ybs; z=s^;`<5BN!_g4Y)Tm|)5!-F}^T2W+wd-b1Q=hNTqy??LABt|{kqu%}Tf7hCQ{cNvU z@5jEV%#FTR*M~rNp~)>rax&ZXXW!>+UhZcItdbk%HG7@i)BV*1>2Zt)u2-$7aX$MY zpa)5q!=vuT?p*=%T*dTQ!-F}^T2W+wd-v~Ncklaqy&>@K9KQX1=0@%N;dAP2>wQ0W z?KwBK&x_Bgt`7k`dR@(@@7KQ0_bwislS;1Xdv(2w)P6Rfz90L4&+D!}oSTXgeXp($ zf$l2|b@B7Shy;=6r-Dllb-={s38ui;AbvN^O-}dtUH6wb=;lUiP zQc>kR_Cr7qk}!uy-HqM50_M4j>9M8-G7Z-KWpXzRvG19-Na(Zs~hAwAagU~aQkRN3F&{j=-teLt@^1fIFiw$9wBeSdsT zoo&7E$DT=zibt<}tA9@K`dWT{UiNi_lyGPyaeBJDR?yqJ>kMDTk zzG_8{{o4-#JxIcw9(8wi&jieK71HAx9?WspiZc7#tN-mfzkR;<{kwef5mATXR>Uw=%XZPvzvaj>g1A$t}b^Y}J&h`H-e)`kdKK*|7bt-zi=7AHH zU(xsK`Vi)BWTvpmka&u=+8`~KhF$Jyugena5fb3gk2%z2i2^m)C0owOcn zdN8+DE9&guehBD664vmjyS3{A=DCXKaSadVIBP|j{q5cN>+XGhuQvp`^XxryqxSvs zId!)6z8`xgH7Xvx@~!?kz3XfF^?BLX`RRc`t^IkgtLy#0qq_S3`@HPy#PxX111BoK zqVLu9A<$ju_x9=6v#h)=&TMT>szVr$3$T)9+_rr=rJe9yn3? z6@9O+4}tDNzqe1no_+QImdCg5`&-VA-p|?hJ^DOee+ZmC*V*nz4!%`q^Kd^k33|-w z!CY3UD6(JsA)p6ISkt5K-p)MN4Crx959T^+MVG!oqe$=ab)YG2dUESC7)lBJej0di>R!+_S?1z9J zBwq|2TAzMqyE}|H@|D1I5(AC(D&+kecrz9)8}Dd z=cC7K9yn3SHGQwHcahrf?bEMk|8H-7KJ&qi%2nulb$tkQ7y5U7`uFXt?<^j(?Blnb z?Y+OF@3Z%Qz1|QwdTy&6SD=O^IehBD660YGo)a!uc> z>s_Swd;9e3+5g*HpU-@7qjDAcUR@so-G%;LpZN}gqZ*!h)pL^|Ruj_QTqpsWU zV~_NxclW3o$9H%4_WU(tdhFwY<1Cd^u^;;(pa)5~hDSZk{W|kpXRgORJ(&Bfm8q~l z`yrqQNqEhpe%pUHH$OEIc=XD*`sehn4*@)S-P@;M&%XNW@tOxtRB}t-tLt5)_IvyE z>)HR?Tc6K-aHDb+`d(ch0^NoFU7!Aa`|3NZ$E^GMEr);I@7~w_>wf(G5ZHSzce@@r zI;!5y)AQCO>2Zt)uCr85$$spIfF2~_njZCZ*YC`8ov|MG^kD9@R;I%K?1z9JB;hrW z`fdN+-2Bu;;L$7J>YvlQJ_PXSb#I@3J^Sjf$37l7Qpq)auda8I+P~}5zi2|f_I-c4zfXVHo%Xs;zpg#9qw4W*kGi^lr++oo zLyr{LD-T@fTa`0$fBPYz2T8c5M?Ky3JM&y;tcM<(06CboG9~tBKLqq32|s(()&Fze zKd0}Wd`>-kz2DECNsPLe2iKu;7y4dZul`5-bZ`6Wug5+fI8wE-n^3&hpME&b^{5_JR>hU*^`s=@U&Z8RY zp+^erl?Sf#t;(6Wzx@!fE>(PnG*Z69|C%igr7a?>i;?K zpVN0wKBu0&-tTA6Bu3rKgX>Va3w^JySO24Zy0?Ax*JB?K9I51*zE{_~NbTSC>EE~i zx2HbG_~1(AF7&;+J_Nc8efP1iUaNcDZO)(0>(k%e&DZmilu?iNsCWB&cl3U}ew~pX zdTavZ;H-)|_p=`YdXR*Bc+}HguQSherh4d+0_0)#%AVP${SeTDB>Y^vPyg0z>wQ1= zbz*0Ea33nWpzqc7A<$ju-}UL=x39i>?BjtWwda-3sjegObA8vRf8V~k>T!+-&Q$J7 z->d6Gpu5m_AN%Tc6_2Z&ik~)-rf8>FUc77+a7f{?|0wczxS^*)8n2V%>Af}D%ZCk0(y{ydwSH< zuiu&HIzv75NP*w-z~{48&cOcchrr!E$N{x`@Hut1^}Zi_CN=6=9^8k@F6eu8z0T*a zKHby4`s#6x2hLP-P2a2QU8MHi$6lWlm^BaVi^`tqdv$#X;L<(pujzBQxjxJH-8?++ zHJ)qc_-cLj9JpR3_0S^)_R0g-IjXW}u5UjC^dJd(REae^^IYeqhaM^LTORm)*2)>! zpZyTHy9YU-b`L(M&bHq7W6z{UJ+E-sa&hfyRO0Ma9b-jz! zzWdnglLE8mfqhZgGkveF4*^`dhyAsE?l$+|^8DN9ck}VQBw>x`zV7yU=X|S?9(ts} zxAMS!_o|$U>)8(hJxGEcRbtJ~JlDDDp+^e5ng_l&YvoMr&wdEp&4am9`}z5tI@@~R zk3EwbbruiyL1mZpy}DlK_spkz*;hY3&hfyRN^a?Ub-jz!zWdnglLE8mfqhZgGkveF z4*^`dhy6W#?l$M1_q(0n^Ir40X0E^0o_qT$rH39Va8@3;&t8=?a6S7Wpa)6NV-x6k zs59;f&u6Wif&JMJfxCGycWOUBpHpXB@B6W5Qlrk|!9J+$lD=2h z>-?VibT9krr^g%~%z;X->3em(igXWqeNteSJg^Tcd!+Bx^&x;u_pra0&)srBzNvRR zzvpH0*LcqBX&yW0T}|}RBL!y31N->2awdLnKLqq333_Y-Jr7l9{;u!ezRpY!JyPJ+ zJn+3)DraCn_Cw%q9?YHE&(G)7+1C4h?3vW4vv{x%D!Zib)%7~RXFlD_zWV7ghX-?@ zl56^2U9TeD!(N{hSS1halgb(Bd%fFwKd=1|AQyM>xXU^3HdoI}vhVR+*V8`!JArwq zLVDz?i3^*S>>^hkl<^1$b_RQAk%?1#YJ zJeWJRpP$dEv#t02*fXh7XYpVkRCY<2 zuu2}-CzUhM_j$&efch67qeGhB`=D|FqfO$xbl3b$zY*_IcSmzfFMW znmqLCdKKv&_WGp2DtTa^RL(%(>)qD-dF_V)xwyNB4kW-_Yy#%NJfwhmNDZG4^KeWa zaQ&@vSJv%^fF2}4k4@m+JXF2!ckk}s@7I~>p+^e5ng_mjR%MUe&wdEp&4am9`}z5t zI@@~Rk3EwbbrlcxN#zvuy}G{EeEYoYo!=(Fb4?z4b-jvo4|{!5;3|3G98}Io-|N-Z z`+4k#0CU#^0bMo$b73A*z&xae&xd(14=J!$9=OhLm3y*oKLqq333_Y-f6YVHJiq(v z{{4NOnI3wiz;Air^Rp^@;(qo+;BFqwo!ZaO=hWHO`+n@1)Tpa?uum$dpzqc7wdULB zW$*kp0iJ8}(5vfJqZ|FR39Yt*#yjk zc}M~CkQzQ8pXPzzQBk!=VpKi!NP)lRA+Pm~KmT?A{=QC44?R-g)jaUMqbhsi`u0QM zZXV2?+RxAD)Y;bie(agls8{je98^w8-|OAh`+4n$0J+d(4G-o-?epVv>fP4+dF@HU zsCrz(gE>+;6@9N)Tkq$w9|Fu>kDons`Ps$XkPLk`0rOxUQouZiFP~Gdw%*TU&!k7y;~E~!k;)8*1yLm8oYCk`pQ)gT6`>|(I zqh7^>b5J=YeXn<0@8`820^~xEYj`k6YM(EkQ?It(&tuP|N7dsV9?Y4_sp)%NZN2Z; zeh4sEJ>K)sjl{g?#;^24LcdMGJeY?RFb}EW^I;y$LkgIO)HwhBQ18Bf=X|TF9(ts} zEO}rbpH|Mq@9l@c-8`5(wV$8Qsk5#3{n#_9QSaixIjJbn_jK+tF8C_ z+7AKds>k0vbR?jv3Ydq~@cA$g<{<^lLuwrVeyDf*d*}SBp&ojq zz^r*-U$0iq#P{uoz}-BUJGGym&#AMm_x;#2sZsCZ!8xfY(D!<^^?n}vA;8@AxQ7RG zruO;sId!%5zF&JLIjSCdYy#wfiVA(Nv#t02*bf2brpG=WI_~3WE=iJ}n}B&R4=G?C zQp4xNJeY?RFb}D5{`;Zc{r%4QRWm*GNP$`Nz`kCsoQdz-4}rURFn4M{Kc7=)Tkrd^ zXHuiy#e;KFQK0YjYU}+x_CtWV>v0bc=1lGL=X2_6>wUlWOmb8`^w`Ja%uSDdJ#-~e`?_*feUZ?26EF|vAqC7sYWRGZ2lJ2u<{>rqe?Qc#zu!5ZYNm%C zDX>Z&*ynGRGqG+z1n%a++^PNid`_Khz3<1KNsX#Ub@*86_!hX8Za;}{QJk8w4(Bun2-z&x0T z6fh5|;qzf0%tH#8htxR!{ZQ}rymLO)NDnfS+|7fzQ~UY(oI2Zj z-;X_$8dZ<#@S6vpQ&FVvb++}sANwJ|-1N|c3}o&3$hGayv#t02*w=~ap+`QqzvY3? zsi@KSdiHw1pZySEE_xj6p)(0P)|tELjfCEtfO#+vDPSH_!{@_1n1>WF52^9@_d~tf z^G^S2q=z0UuxcLIHY)c2$lCLfYule^Tkrd^uM^Wlj}-VV4}4DLH}t)pz25I;JyJfz0{?}vKz$4>uhqK6(SuxcLIHY)c2$lCLfYule^Tkrd^uM^Wlj}-VV4}4DL zH}t)pz25I&&bHq7V?P9#n;v>>0?+b5PN@C+d`>-kz2DECNsOw89x3o!9{8NfZ|HkHd%fS! zeh4rZJ-+MV97y1I=fEzU2NKR>6EF|vAqC7sYWRGZ2lJ2u<{>qnzaQ$ipMPK9DyD}X zDPSH_!}rPTd8pHRoY(B@v-`TgnxI)d*cX*u)Au^tdf$)z5MXY4=&=br%L6%~_V4pK z_3ZV2KYJ!Isvdfzz^8fOcT}!P-|OD%{d)F80Czp+@Nf=u%)#e^Bsz~xz&x0T6fh5| z;qzf0%tH#8ht%->U>?jv3Ydq~@cnT2Jk&Hi=3(~ryU)+_*MxrR!SASCmA=>6*86_! zhX8ZaLyt}1Ssus*0=Vljmxps9 zk#o(3T{#~loX;j;9?U}un1|Hx`7jUWAqC7sYWRLI59T2S%tLDUeza-u{J^T9A z=i~Wm0>9P0CUkpk4@lN9>@u`f1l5(XRr7B*)xez_0S^)KFtHa zqjF99UiV(_*Rvl2xa%>ehjW>8EfY=9diF?oqJB~(s?1_yfy*zU>;Jy zJfw!thj}m$DPSH_!}o)EFb^qU9#X^i!|Hjc(|nxg?CY!hyZ@T7Sv}Ynm0i>KdiHw1 zpZySEE_&#(3H&t=d%tH#8ht%--Fc0P-1s|Wj{vTOQY&tC8MvmXM?MGrkTfxqT~98vrA_?)`;dcU4M(xd93M+zL32d+!y zp7g!GyWYQVKLl{qV=WKoMq<~R8@qOXNI1Vuz&x0T6fh5|;qzf0%tH#8ht%->U>?jv z3Ydq~@cl4*9_q9n=QaEK?7r@=Cg`djoQuk->3iLKy-eqrE*XDUf*5s-?twExazT{hjUwVZa#M;*ZFM%=D|FqfO$v_ zpAYk39#X(Oq=xSY^I#rQz&xae?}yp*P^a}cui4jU_jP|YL09$QTvSd?-|OD%{d)F8 z0Czp~*aVKw139Di`|&yT-Sz%`dn8BILyr_VDi2(j%020OeRsWo-+l<-s>j+M&XEMK zJx5OAJdtpon}B&R4=G?CQp4xNJeY?RFb}EW`@uYzhZHamsp0$K+j*$dc$~-V>)-bC z{xuMhaQ{2(RmWF52@kvVIIsw3Ydq~@cm#O%tH#8ht%-> zaCRQ5{-giw>t}m;znTa=h6fH*l<0fid%a)JehA>MhaQ{2(RmbvXx`}RnVs)rsa@U1*>Un+Z|@3pVn4*{I?xQB;xzQ>$>u1UJ{-UQ5p zc}M~CkQzQ8=D|FqfO$v_-w)=&JfwhmNDbc)d*`9*KKjnSzPE?hs}t8_9}gU1klOdd=hVJ#kIblg=#c`m;JyJfw#2hj;T(^&b6ZUw`+! ze!ossk8?b5rgB&MUf*5s-?twExay(DCh+Y%kV9(U51&)}x;-+Z>Y+yptda-zN#zXo zNQ|n-y*)U+IY7eaViPbA<{<^lLu&YZmqFKbQyekOJl*HGDsq2lJ2u<{>qF zKlD6QokyS9*ZX%{a}!-F|d*)@HyecgTt;G~Bho4{;&AeYp>KR&1Sb$et+)kBXI zSS1halgb(Fkr-7EJ*t4Y*aUnoYAW>5BL&PuYWTh|59T2S%tLDUelQQ_AqC7sYWRLI z59Xl?)UM~Fu0B3L-(K(gwXYM=V+{}HL}l0Xz4mqcA%K$}dTau#<$>H%SKGh)WpbnH zp+^dkhhF&(pW6=sJxGEcn*e#BqGON5sCwv;0_Gt#{(q0~sXj=Is)rsaU>;J#_lJ2f z4=G?CQp5Lyc`y$taJ4+-*|tCT^Uc2A_iJA#rpFo{%!$gb>3i+#_Co+CJ@nWFR?7pq zrLMMr_sir))kBXIFb}D*-uv14%{4!E<6Mv!RS!KqFKbVJO^H8t;n77&2%}1S(9@q3>u2fEGkHn~Y=#c`eU>?jv z3S2!8dDiXE{k*fU_x;+}iRp0-59UbaRQ5=Ws)rsaU>;KA@xSl-=#v8GAvJtn%!7GI zfmQOb%097mzetR#haM?l9#X@qFKbQyekOJ@KA%DC5 zx&MCl^}b*GIx#)2;lUiKoXQ@FQT5Ox1}|*!ybx zcE3z+R6X=a0rQX={yoJ!n1>WF52@k%!919U6fh5|;rqcnn1>X2mWTZA_UHcn+1LAi z?d!z!xP}LFq;e{IBu3Rkj}$Nusqy&VcYX9p0rQX=J}>6MJfy&?d02Jd*t>ruM%6=) z6fh5|;on=#gLy~+^N-e0s2+NxfO$xb z$M>B+`lNt)NDZGC^I#rQz&xae?+5cRcOKZCb3$TNJ@iNc^N7!2yn1|Hxc`*;> zAqC7sYWRLI4{PMXIju1#cKPnS_}$U<-F@+WD*LlXVpKiu;lZ4*TA3o}v-kPl1iqaI za%kO0;M?=`{&kLeyyk(Eb$C5*ymlV`K^=JLyr_N52^9}|9i!GIFA%C z52@kvX&%f&3Ydq~@cm#O_RRxV(-nzPujWxtw_o?E)2F{<=l&jvQT15UgSlO`G8N8e z@AJ9|%$5goY5h!Kwt2drI!8Tz_Q1tDe4aU=$oK54+o~Sy`!3b|)=BH3M+%sS)R^!8 zUU5FoCk4zyYWTdG2lJ2u<{>qFKbVJo@}T2Bj$CCnPxf_mef8Y0evke7eI!QJhYQfPS)Yo9Z=+R`|7l+2m8KDHNSPzdgze? z<{>ra`@dJ5kMl_Z^N<=oujau#q=0!y4c`yuVc$G(HC>Sy^=cmVbo+I$I=%WmcINky z7*&sJdN9|kRHnpv?0tSWf!XswPOYyA%sx-|SLdk5&mOo~hfjAvjnD0?(^Wh;$5pHO zt&`P5j}$NusWJcmz2dx_R|=Si)bRN=59T2S%tLDUelQRFM>X+|z@(uUeTJ`?vRb-UMdP139(6CNTRv-Cv!f91XlB4 zZda|V&BOiHBxmF)#IKX%zf3$)Y!kh&+{g*S{}%)^=E;J#_rtgH z@U8nYeeaLNsC#?Vs~^{~Zz^}PM`Bbx^hg2nuv+B|?Av|_=s^jLJvis*4o z59WH;%2YYO{Sdgi2Xnqkz52X7UrnkWdZd7PNDcpYb@N~zQouZ;JyJfw#2 zhi7>}>)H2QM{3m7JnHWE>u{iQWqTw>)kBXIAP=im&cMFyhkza=VNH*^dpq-7GoZ&c zJ(%lVD^unC_Cw%q9?X5!dbfFb-kMZB^hg2okQ)B);O4;J#{~g>sn1>WF52@k%!919U6fh5|;rrpY zJpA@Kdaffe>S`W!_kZtJJHPv_GuLBI59TsUMTz~`4*@+$!ZkeVY3|pV=Q?ve?&-nY zuUeTZ=d&LIclRI%tJJ&C%k$Ty>Y+ypn1|HxfA=;I<{<^lLu&YbFc0P-1gUjTe3YR(G4% ze&?p;u?G+K^eKfB&({|Ld60y2@|e?|-~OO4|#L~=AqN@`(Yl;LnmM!It{-M=3(XmCl^SRo{h(x?q_$l z`JHF(TpnxiU=N>CDDZrJ5s(K-xCW0o?fIN}o;#I?JZ=QY!C928GLOCp$b%%@=P|3F zckXNMKpyhw1k6LH@!#L$oXQ6hrSgzRCtw~r4Zk1e!8~*V=AqN@`(PgK=Rq#_xp2BW zALe*ecc0h(=ceVc2M_l2E`7MGckw02*`sZ z+~+Z?pLgzS?m!;$=mg9|r{RCsHV@{Z6EF{*hTjMCU>-UF^U!JdeJ~Gy%LBibBP2@C z#$!(RuRGhk&NFu`k2QI)mv<=?c%Hrp$b%$YlgFHXe`lWO4&@<_PJle@uFS+7`XV3? zlJFRhdG-69`Y#z9q zTp>|WhFpNW$-U%wNCWxv$As9`fh}%tNQ)f3GqR=AjcX51oeJ2lHSaIsx<0Y509G53k9C zTwlYLyMCH4eW0K2$LF(&QhCVZMt~d~rBLO5`XV3?k|2*sVoztD=icNYk51sxJaFBr z%1rd9F9Px)3BThpfBkyrz9wUN$fFZ551qz;|93H`@_|IDJmk>{n1@co?}vFX51oK{ z=rsI3n1{dRfnUoJ5~cExM<-w&It~BcIVum_=O|@M+)rNw-UF^U!JdeJ~H^p%X9< zord2B^I#r2foJp3e|!6L{{FA^yq|s&m4`e!0rSvl{QEtUk9;}-^U!JdzL*E|&-Vwqw;Xnedx{mL84S1^5_K2L#N^2>*m2cbOPp~)A0LX9?U~0U>-URzYpfYJahto z%|pM}?az6?pXzzNeiD<1JURjM&}sbpy^)W6Isx<0Y52aF2lLPgn1@co?}K?T51qi# zdEnkh-`D#=wp1SS=mg9|r{Ul8=D|F40_LI9@cUpM%tI$&9y$%b59Yx-V+f4?{KkxwUJ9y$%*7xQ2qIsx<0Y509G59Xm0cy%6l)~lc6{UKc{ z4|#L~=AqN@-vQ>qJahu)q0{jDU>?jvCtw~r4ZjcO!8~*V&*q{3_V(vzfA95^pgiQ! z37CgY!|#iEFb|!8dFV9!K9~pd&)U?WT&X5dPQW~L8h#(lgL&u#%tNQ)_rW}zD-UxT^KHIoBIF^DPQW~L z8h$U$gL&u#%tNQ)_rW}vhfcsebQ*picFzOb++E}b^?c+){Vai_ z_I%WRpyB->QTi$#+*h5P&(4E%G3TTH(d(YQuh&Di^wm7()7E#%BRhV!&h@F>H_!3b zivT=Q<+B%`+}Bk-bED)MpK3jcOfR3wBi+0C`y~URIlj zoT%?5a8wSCx)0NPKS-3miU;>qC+Dm2AZ^V3mH+Der{7tJTqP(_sq)#2Pwwlgp1DzSjZd|nM5dR|(eDZnvxe<7za#fz=trr1!q{`>L ze3G|*@_&>E*P-MZpK3jcOfR3wBi*xn@_PLwdR881or~=`A0$fO#e?VUrqH7Av-q>j zakjmzHV-*bKTF`Zx%lnxnAYDzqV!Wdc&_<)|`x!~oq7N6XQe(nbzshMZ%lYo3Ck967M12*Xt+Iv+_9WTx`$z zAW`}$9z1t9g&uwH>UZsXcka9QPj1xD5_mL6k6y<#UJr@VRe8{tI`?#T9;A~w@o1jw zAyc|Lk2%fyE_r9iS%1`X9m;+2sn&}?a>2`IEk3yq{oD^cQZvuiCjt3P9_ilAC!eRE z8+num*P+}6pK84bBp1AVj^&d)^^@|u9>CUflKcjs(EpqXdRQR|SnukyLih12AthfL{J zcwA*pw(Go*_-xME!)^*a`rgIw(&uhmuhuU)Qa?-JtK5BcPPf(}QMxM+`c~&2&(33} z*ZE6vJ zpQoQ2d6Wm&q1*+ZYP|>~7rcCq<&!-1lkZVHxDT3n<{Y&SiTf&_`&>9pK6=QMUWLb1 z=489h3yII>oIUKW&}5EP{i=Pf&dvTvPHFO(Ro%M?^Iks5TR-_f%7g3B%robxbx7P-`P}Ei>9c(D zdOajdALYSyD0ji9TAzI7GkF}HkG!A$d)~k0!|zaXjZd|nM5dR|qQ{B;N|mPKFM1@`9I2o>(IQLwT+q5~XM5!CdOx^I3V2YUb0= zy%ZsuDn8s7CD-^=>q%sK`FzhK`RLEd%e|g+uS~V; ze(8HRU6uQ)eX(ErD+0UoV2|o&2<)C8`=7b_Ef0RD7SFSBASKMDpL@Ov59ZuOKb2RW zi^2<^YP|>~7rcCq<&!-1lkcNExDL&{a*kSu#C?^|eJ-3n%O|hbL$dTJ9^41zDfm?D zlfQf>k7x6d*XzIM`6@o#7bVyDRO?A(dii|MBl+mh$;-W-bFWOb>wf8bcU@% z?WYKwodN)GY_1vs@d-FFBd=($=i;`=6s`Vr?y?nmsk$m*$dJ#x2c=;U5Cwb~8-=lbNA2jpKIcgme z_fO5w*x}yoKzJL3h8~+p!o~zbAcH=;b z=vzPccoiPZiDn)+Usbc;PkEk;!V8~jy$B>1ynLSHlf3kk-%&ic51M)99JLOK`zoLN zTsTcWddQT1iU-d{=?b4}eeO#>lSk%5zXu=ogpzA~s`Vr?{nhy7y!!9+a27sinS*UP z4Pwe9H4&l=<=SF3SA)RO>|`x!~pV9G~Q+pZwm%gXf@`XUs)Nl`5;kx z6&}pFo3btXKFS|;pQHQoer%@n>O3Y5-LnL)o*(C*iTN!Ley0}C)i|(a`qIxmU4;j8 zqL~NI(VyyE_b$zTR`v9S!Uvyfy$B>1ynH5~s)Nl`5;kx6&}pF zyRtpz_^to#@BaE+e-HUmc|6BsUak9yfcct)YJ75D{mjQMJm?e6Jadj(hs1q78=ssdrcz&7#Tcr>E+{;yXFejRM;2iyH zo%?v^XTW^&&uPhbFn?=gGA|7c`*0x$~Kwf zQUB<5&)(PTAzLbs*YcQm*Che-H;KsO7#?s`i|3~~uvPld&%IoQ2XmsC2hP#I*16A7 zn*FTm=?i6ke5&;#kX-QcnS7Fmeoa2?1~ z7yQ}yK1h_xV{(AUF3L9P_fh}o zbmgezkJs{;ch@BW^EZje<25|ssutgOb6~4HS3mb~6&}oqW*#_4|61ohM``x6 ztEX=iKKNAYMIgE0uf`|m)z5sa!h=50%q!=pbx7RTtMSQs^)nZ{@SsnWDe$S*i$HS0 zpN&t>qo4af3lHW%GtZo()**3UcjJ@&>gQh1%Hynau|4O5M5#O`2YBqNY?uDO@?V|* z^gHX2E0xDuJZ3jK^EophkJs>kt6F^D&4I1*T>ad`Rd_Hbnt9+HeRZAZJgV8xuAaV8 z=EtX6F9OL0e>FZiuYTrZ7asJ9W}Z1mtwZ9zo{dk=qn~@LNsul!f%KmE=+ zY>)H6^Jo>r!v+!UJlqvD4){8)L!SBW=`_<3= zo`nZe5&;#kX-P)@yUMmbH7*N!JKI3 znRC=SB<|~Ke6kOfjkACid z7asJ9W?nf*twZ9zo{dk=qn~>}3lHW%nG&CBy$B>1{BC@*U;W(gRd_HbntA3NwGN5< zx*DJCM?d#=Rvu@ai|sidBueG+7!Nq@u5;S|{f~J#*F&OI9_QjQr#ZhfzjMd(_zVxY ztHu9l4s4bC>L=%`@L*0f^T0X!={kL&+0R)$bD=pu=cx4}0FTtO@yU7gbN^@I!5k>L z#;00OBGd22C;QcZzt3Iy&^OAI_*CmfAi3aoA&B{S@@h~4z}ey zkSLYMYk0tQ7li`->U}?M1g@3`a(`C6+CH6kCV3Yg^r_bVp5?&S`JH}pyb2HIL^BVZ zqo1zR2b%p{)iXDmd^ks~7Xf&r?#3tk)zAH&g$Hw>|9{&I5^3dAx=P zTz63@(68S2<3`}>dEh-bi(Y-7&Oej9Di8WnYhTZDV9WeYKRI572XmsC2hP#e>e^>e>h;lZ3JxyGkjPa@N=#wYvHf4{G@@?kC%3iwp(MIgE0 zSL2iY=;!|A0fDKR=UM&tzt>uy1m4XrpQrzRA7|lnmO0p#^FX3h9`E4+=T#L7^r!dz zxDmK|9(WJVqF3Li^Uoyj!h=55+TTwc*fQ7YC%3EcU`{miz&W~FJ^Q(;XKpn2#W`xd z2*4wCH$K^~e(v`wJeU(D*Z5THNo4xf_+&r&@Aq|8KFp0m37=}c2qYK$yZPkv^m9M* zfWXwu>#Y9!-)pT;0`KOR&(nXukF)SO%N%UWc_2|LkN5C^^QsC3`qTS<+z6Nl-h^|g z`<#1}#~wV`lUn=wi33~ZI{oB!6&}oqW*#_4SF2|~SM|(|=Ds*btrr1!r0&Ki`_<3= zUWEs9qU0K%YCVZezZ#$HNB{l4uF8kGQ7GY4trvmhf`2!ke4c*pM;?#yfD@W|<{Y&S ziTipqpS+)baz87Nv(Cl#oDUME@^}vqIIp5iO+R|yhZ_O&z?*Omb)R#O^4OCHdsAzF z$$_nMuAiK)!h<={%me4>YW3_#&!$S@k;+whj<>!SzucF8?(Zr*m=n$SnRC=SB<|~K ze6kO=LV;D^U3Gw=YHhz7!Nq1nP<*X>yWswNAt=1=_mKI@;K{U zY|r^1Q7Vu3@PP9w%GC6u_kFk#Fb}*5_wz8T>pS;3cO;KJd9XLN_Lm&kD(Cvi=_)*! z6U{tuj;>bEe)Mdr6dtKumFIZtd-2PC>F56B0fDLczR&8v|M#8sN#Nc5@_G92_iyWswNAt=1=_mKI@;K{UY|r^1Q7Vtm@PPZLl&N{X z-uK}~z&!9KJeG%f^?J^I&Yj5P96Z>gdX9ZE1^d(&foFNZ4b9(kj;>bEe)Mdr6dtKu zmFIZtd-2PC>F56B0fDLczR&8v|M#8sN#Nc5@_G92_aUGAeBgp|6+YE^5lAlhqxt0h z^pn3lj^P1EH1o_kY8?{y^;tf7y?$~%E043z#rB*J5~cE3g9m$fmohca)B8T$2$%=n zgvatQuU^l&&$$zMoRbH8y{fWR=GPa2tMOp(XwJ_$x>`N^(X*-2M|p4^%3biO)+gUj z^T~ba=YHe?fvMznp8n^o|HtCqpWe+UpQoQ&k;h{^;Dquke5&;#kX-Ob^U3?^Cx3Yy z!vl_J=9zQUIwbDvvwZS;{p5O99%r44?KvMLO69Qz5BBgbWon+M_kFk#Fb}*5zstk? z_2-@YoI8-mIeDO-y zIcgme_w`vmdA)veJu8p1&c*he4-%#FSd#~Pd6hCX_t*PA+z6Nl-h|)fVgCB_&V9}u z$m1G3*z;ACtun8^2waT^dq;DA&e7HC*^i!0l|IUY>rn23PqjYzewt72LqGQ;kH>hx z2_@I~RO?A(`lI>e{q*1Sme23_zzyXt_*CmfAi3b5<&)RzCtrCS!vl_J=9P2QIwbDv zvwZS;{p5O99%r44?KvMLO69R85BBmZWoquP_kFk#Fb}*5$K+w&?fuSuPUiBs1`qap z6=kc;t1kjq(I9`E4+XEgK7Icgme_ci(GC#S3M zxXPSt*LfjPDvvdJu$QBhDY>8C{ND(e2i}BZ@-XlAe&;?Xb9r2o2YWxOvQ_5O7lEts zVDD(o&pEnUJ^RtKsnVl(a37SX;8U$n{;%efy!Dg6JRai#CzRacQ>`bF>5t}<_tSsR zTRy+z12>er;8U#^f#iaJmQP-{<_ujZ4y z^^?Cmj^P1Elw9LettXM`pXHO+>%ZqIpV#n#E6P*wsn&}?a=|Ab{p2N&HF>ZXH1o_k zY8?`#$wPk)KJNJ%duB@a4T;iSdC>Qx%G6x1-+TY=Z_oX)w^ym}_arM1d2|BgVRvOF z=Fk^`tMOp(XwJ_$x>`N^(X*-2ck$pkC|%%FtKbL@{j9;LqDlcYT4(Fu@;-IbY`Ltg~0#)G}1IX~y#e?Udbb(K`KKJuiKFL!*`O4!xJm8FyYkaEpBr<*S(aWb3_*5QvE=o`MRO>|` zx!{wJe)5vXnmpJGntA3NwGN5W~SLsOyV>JV=5(ZUjD^hq;aC-KYEa`EzIT*n5IVCc(8Xg=jR+< zt)Bhp*;MH&Jm>?ZOMI&Jxxb(IBrpBsCy)2=fHO*N@u}96$n?oaFP~0e)jZG_O3(OI z>qP)A$wM!n8-d;OL2l9PpL6tT^_*8v5=yVegXym}xAU_3Yv%qe`)3Z6t?D6RzHbD~ z!`gY6-Tmy`=VT-gd2|Ag=7H;0Rc4|;eG#}C5B84c{G6k!)w3Txn<`y}2YsM)iBGjY z_xBT@sv zj$W;v^Xf@L=~a1Lb#Aur{E)czdjJLV015MOBVZoPLnm-_9{Rl>`Sa1w_kNSQJg&)u zy|1EdfqwKw;A%YBJDT%zj;>bEe)MdrbQK=-fzl;D)%x7uPkfS>e)5yY8a&toO0My# z)+dqVp_fl5uuC536J-W`>ecEwuf7P73wi9pgFT_SKhDvs)pK4wNhrNK4`^JSgY%OF z--{ao^I#r20rSvl_e-K;O_lD#gFaEFz^7W@YrnZKz5BZn;Jqdfsn#cv{n1@c|-~SFFANh0wnTKAx z{W&Z92^>|Gw`;K3fz+%MN$_T z2(Wi~T!RODMsxq1qr26!Up<>FmB(W|;zM=<`)dD!9MC2waT^dq;DA&e7HC z*^i!0m7awMbD&I#PrX__=hYVhav_g%@L-Qe=c! zkG=@7cX?cc2YW_y|D2<{)w5qcn=F;b?|8`Vcii}u{2);(4|#L~=AqN@e^)aP=AjcX z51oeJhfn2!=N_eOmHX+7z}0xLcQohc99^xR{pi_L=~;L%2g;QA)T`BVUVRZD7xFj< z5B7-WemO_aR?m6#Y`Rn)*WkgPQKrVH?pDu!^+kZa%HtY5*fW~@=N#Rwp8e|CWT`y< z#)DtW5fbL=M!-CnhfcsebQ-=N=D|F40_LI9@cXb!9_aHZB?a71Uj(kkgT13UKj-Lb z_3TH_rb^GkgE>&9#HU`Zp7ZL90J)IIIe4%~H22FndbWDbqi55l^0)>M_KY$$K6STx z_Ny-f>{TA}AOl@9AH8<_^J?|%M?W_vk7Ibq@feQWMV^o-m4`e!0rSvl{QK_?`N*de zFb|!E?~8eOO&;L-Tcs<0uP*{uUfa+)b{KD3ymiIsx<0Y5e>5rhMen37CgY!}rBJn1@bal|0bLZ`N^(X*-2tMFh>6bks%v(q^0)>M_KfEKIY)P^XTN$jSt<{C+z5~Z6e{@C)#}-gz6h{4dB}qdbj^J9+U?J) z)w3V{+?YIG%Y(bi84{)PkVhwA9y*PG{~nc(d^!R1&}sO-mbEe)Mdr^eQ}<6NLgk^=$Q=M_&ZkyF9MJgFU0Uf6md}>e;WJO_s_- z9ybEy0EG%Zb+vl-qb~yNO&;>N5%?(&{rhwOXVSt8v$~FLIt0?T0Q&G7XkJr z4|&`O{FDcBg68#{qwlWg^Ym<@R37i;!PDdp33GTOU>?jvCtw~r4c`y*U>-UF^U!Jd zeb^-r^!b&tRqFa8a5Wz69nJYUM^~$7KYBJ*Dv!zGD;}JqP{gOMR?mL)MS#7@Lmp(H zYv!ZZZhu~_p8e?O#^fQ7{@#9-2hLHb;ZxsT&*$lj0DF;#JZ=Pj$^$t;^LozFch~cI zdNxrikI(Rs`)9cGRQW@qR37r^1k6LH@$L7XkJv4|$M*u9=TsyZw2!diJBA8v=kxSMfW62=9ybDi z%>y|?^M0J8N7wUydPtYbV+|heVU0b|h5LX+sXXM-37CgY+n;mZ)$7@>er`-2kMV#L%CGRLtJSj~eGy=9@{k7^=$iTHwcDRpt7kv@ zxiNXjqZ9Zl51ga?2A}%wdOlBI1lWr_?jvC$M@Rdat)XXTPi0vtRw(m^>ci0VkAS z;Zs+uXFvKPz~1B`j~juX@<2||yqLmr*LS9#zZUg*mGK%!J0^5_K2L#Ofge@Dqvo}GYs z=rnx4%!7I81a{9upXK)FoM-iV_N$*8lgDE`;DqukeClfT>_=Y&*qc1$aU<|k9>@ur z*K>}(yPnU}vx!o9$fFbZZ65d?%02O^N7wUy`XT^#dC22N;IDZgM`+%UbM)wX-cJwd zQhBV+gYMiDB+TuNfO#+voq&1hG<-kIgL&u#%tNQ)_rW}vhfZL(JoMggf6o3tUC(~> zb0hM2j0c=heuYn6t)BhpivW9*hdgcse#!$mLGyaf(RbJLd3rWcDi3*d0>8}zzeBkv zKK1B&-cMfy;4Tk&+z7ln59AEZ=W&icThHtDkSvwQ9z5LB9($ro_XUYkdB~#^Fb|!^ z>;Ii4Z+UkD=AqN@{WA~dp%Yj=553phpR?aj*Rvn}+=x7m;Q>dKyW&&dUC-y~ivW9( zhdgcse#!$mLGyaf(RbJLd3rWcDi3*d0>8}zzeBkvKK1B&-cMfy;4Tk&+z7ln59AEZ z=W&icThHtDkSvwQUOed5y+Ohp-w2oo^Uw*Hhfc%y!#tRWPQW~L8h#(lgL&u#R?kE4 z_4eoN_tW+4M?W_rk7Ibi5#_G<)OXkOdHN#2UgRN<8-c&(fgGWEKhDvk>v=ytq)X)? zk51sXdEj>__r#|jUC;aJivZl^A&(n@SLcD8q4_+{(P!&v=ytq)X)?k51rKdEmY%&%~!bThHtDMF6hy zkjIU{tMfq4(0m@}=(F{_UJuDqdF;)D?%g9K%=L|cc`y&1fO+UNd_T;CdFTYpL#N^Q z!919UPGGk@^xkiO&i-Fr&*$kUad{lW1CA(n#izczp3l=40rnyfdE5y6H4o$n&HHhV z9$nA-=^oTFLSL#9+7=j7pD z&$(Boa=(x$m4`e!0rSvleE#2U?!$d_0_LI9@clFo=AjcfIuHHcw?F6oUtQ1V=_he{ zyoU#zQJ#uVJ-VLv(-#4_%R?SF0)Nc|IYRS(oTEqA^L~0rm&!vPoxrQ|z-jwWBrcEl@PISQQ}L-s*Yke*A^>-J$m2%f)p;Oi zXg-f~^x1k|uZLu*Jmk>{yebde7v-7w)Mx8?y}k&*RUY!V5%_c-$RV2jaE@kO51CSV zT!V*uzQ&%J(tSgsR37r^1k6LH@%ew(xexcz37CgY!}rrXn1@c_**x^$-u|4we|0^d zr=P^-@g5#e2PQpS}pdT^{nd5qNbT z$Qhc?;~agqp4aOkSt<{CbON8s1J6b237?vEeG!0@JmhgBuv;F;ExKF(_RHo<u;)Mx8?y}k&*RUY!V5qNbT$Qhc?;~agqp4aOkSt<{CbON8s1J6b237?vE zeG!0@JmhgBuv;F;ExKF(_RHo<}*Q zXX|;rz6iio9`d*m_;en~A)5Vgj%HmCnNoSkqZ8OA5A=yLgB}v4@{mU-uv;E_@3%ki z*1!GE4a(!aJb0SiAyFz1d2|Biq0{j1S@U2XIsx<0Y509G59Xm0Fb|!^`rn7y?Z5s0 zRCnK#kUZAp!Cp|h#HT)6&+GL?0Iu?o$Bn?J^FR*K?1ytS>w3tP%0nKVz%F^9Pm~$- zkSLXhJURjM&}n@B-!tyReRKk^%EPPfOYhzv5~cExM<-w&It~BcH4o;Y6EF{*hTjMC zU>-UF^U!Jh{rfQQ_V4|Es=JR#NFICgU~ec>;8U}%F9L9qhdgcsR?7pqM6*B6(X8ts zQz{R6bOO8Nfj&`Y&_kkB9`fh}%tNQK-oJ0$kNfEaj?M%3KKj1i53;55kVhwA9y$&G z-Zc;Ap%X9-V+>%1TC{hE7cYWEL` zQhCUu6EF{*#&!N)WNP;hiBfsUqZ2R>ord4X-SRNE_wW9Gs_!-x!29`d*m;Jw);5A=!d*1!F-xl(z^qZ2R>oyLCOXZPp+Isx<0Y4|>yhxg`zr^y`> zrSgzRCtw~r4ga1p59Xm0Fb|!E-v{$x9y$T@&}ppyeVE;@->>Zc{kOM2Kl^*Hp9JNxClB_9GKC%z zrSgzRC$L){dhfSC@7BNl&JD^#9-V-B=rsJknFsUG37CgY!|#K6crFiIEjLJ%%0nKV zfO+UN{Cmbcn1@clJaig?L5rseII-uW+JY_gE>(s=pj)m4|#L~=AqN@?@#k!9y$T@&}sO6 zFc0RT6EF{*hTjMCuvZ@F*1bWZR37r^1k6LH;oo!S!8~*V=AqN@`(Pf-LnmM!It{-M z=D|F40-wqQ&qe7;4~bHF$fFZ551od8pPL8s&{-5(@MwU-EkNfEa%tNQ)`)VG{LnmM!It{-M=D|F40_LI9@cUpM%tI$&9y$%b59Yx< zbOPp~)A0LX9?U~0U>-URzYpeN&pf!dJ@-b}?hg{B@{mU-U>-UR|D9qU%tI$&9y$%b z59Yx-URzYpfYJahu)q0{jDU>?jvCtw~r4ZjcO!8~*V=AqMA z@B2V^?g-V+^}b{7$Nh8y=AqN@eKil}p%X9-UF^U!Im_kEx{_XLSjdB~#^Fb|!^dfzek<9<2;^U!JdzM2Q~&{n1@cof2WuS^Uw*Hhfc%qgLyCyoq&1hH2gl82lLPgn1@co?}K?T51oK{ z=rsI3m{n1@bdz3-U&aX+1adFV8J zU(JJg=mg9|r{VX(JeY@0z&vysejm((dFTYpL#N^Q!919UPQW~L8h#(lgL&u#%tNQ) z_rW~unFsf_=icbr{XwEs9`fh}%tNQ)zf;VEdFTYpL#N^Q!919UPQW~L8h#(lgL&u# z%tNQ)_rW}vhfcsebQ*pi%!7I81k6LH;rGEjn1@clJaiiCeIMw~Jwc*W9`fh}%tNQK z-gnIXxSvkIJaihqujau#bOPp~)A0LX9?U~0U>-URzYpfYJahu)q0{jDU>?jvCtw~r z4ZjcO!8~*V=AqN@`(PgS%!7N|b8mF*{vc5*4|#L~=AqN@-znz7Jahu)q0{jDU>?jv zCtw~r4ZjcO!8~*V=AqN@`(Pf-LnmM!It{-M=D|F40_LI9@cUpM%tI$&9y*Qnz7KTg zo*+>w4|#L~=AqMA?>pvx+)pQ99y$%*SMy*VIsx<0Y509G59Xm0Fb|!E-v{$x9y$T@ z&}sO6Fc0RT6EF{*hTjMCU>-UF^U!JdeJ~Gu=E1$~xi`9Ye~>7Zhdep~^U!Jd?-cW3 z9y$T@&}sO6Fc0RT6EF{*hTjMCU>-UF^U!JdeJ~H^p%X9-URzYpfYJahu)q0?CJ`#^W@2@<99 zkVhwA9y*QnzGLpk{d5B6q0{hvH4o;Y6EF{*hTjMCU>-UF^U!JdeJ~H^p%X9U7$fFZ551oepPB9PWp%X9< zord2B^I#r20rSvl_&emVj3&}sO-ng{dH37CgY!|#K6Fb|!8dFV9! zK9~pd&*KG2Kb?Si=rnv^&4YR91k6LH z;rGEjn1@clJaigL84S1^5_K2L#N@tQ_O>T=mg9|r{VX(JeY@0z&vysejm((dFTYpL#N^Q!919U zPQW~L8h#(lgL&u#%tNQ)_rW}vhfcsebQ|=D|F40_LI9@cUpM%tI$&9y$%b59Yx-URzYpfYJahu) zq0{jDU>^3&gL~U^Z*=YcAW-URzYpfY zJahu)q0{jDU>?jvCtw~r4ZjcO!8~*V=AqN@`(Pf-LnmM!I*s+d4|M0AAW-UF^U!JdeJ~H^p%X9(oq&1hH2gl82lLPgn1@co?}K?T51oK{=rsI3m*j=3NA(+QY|PQ&-rJeY@0z&vysejm(( zdFTYpL#N^Q!919UPQW~L8h#(lgL&u#%tNQ)_rW}vhfcsebQ*pi%!7I81k6LH@!y~2 z@*j)apXBj39`o1xy0hfqEOU?~=Yd4&t9Wo^U3Gw*+eNkQn@P6 z@z&*cBS0Qf-<^+qp1ugM7kH#vPa@OHXYxq*Za(=u{oKf-Jh%?!F8EaIMIgE0<#Q~b zyWsw^1082(|7a9=jqu* zDLhiSD$nuO<#!`M9#Y?(k9?lK2(Xt&d2k(?zvmpa4vG6JpZi=meU?vNuZLvmqdd3{ zyxj1CXb`@k@wSo&-*NV&N2tz2j^Kcx9nwi-8E;s_Dx>w9}=aX;=yy(xrbNt zVEa7hEC1E`PrtJcxzg2m%T8G4a zmCt=HoW7e+K2OgkO5u^pRe6rLF25TA@{s!OeB|@=MS#6L%7g3B{5|KWbx7P-`P}Ei z>9c(DdOajdkK)07P@aNMwLbaFXYzP9A9=n0d!A?EbCx-H|D9)#+_IJZKQ{u8RIbW%y!9dgk5u`*mrwH6PyUbc;5w9C<5R6Ck?G|# zd8B)mPhPK|M33UZeNdi)PqkhIk_%ow&+$oK`pNICJkC1TSKk5WT_e}*VRzjnXS?)C z9_$wqrK|FwFLmze)jUWC&%vX4u7^zN?mXr+=X1O7=Ux5t9F!#BQ>_<)s(E zpqXdRQR|SnukyLih12AthfL|KcyM2or{Yts&wa>e@_05MdA1>G6Lzhc{f#?wRu}diH(2Yd)TXk`H{U^&*g5 z@bBi6&(qKSz#}#HWqlHm&*YKr-F)(S`ni!ud2k)dUGS;ai$HS0%jZ}=$x}c19>s(E zpqXdRQR|SnukyLih12AthfL|Gc<@}5uJEbW=f31Kd1OBH*W}~gueo==hpX?0?7scZa(=u z{oK!^Jh%?ceR7Ukhs1rA&wVbOKFcSs*F&=OQ65}}aui+3# zcU^`1Dt)j|`+-F1S$Qy*I`{l49;Ax<>nHcC@L-_kejeq)b!hIBbJRK{?yG$6bK&$^K6$+!lBGxS;65l%!KYfE{N*!wJe!ZaUjIGM z-}2#iD7nR_T2CU=%V+XPmwfb-(5HCtT$HZxsn&}?a>2`I@<|^0Yw&T;*Vyw{-@RS- zPoKN#D%@A;gZ-CT2`I@<|^0Yw&T;*Vyw{-@RS- zPoKN%r}prv=dv%K4~f#N@?dUt=HMtEq>TINC+Dm1V9s6D{Lan2iU;>ac`82DdJ#x2 z_@nvc{q&Rnqdd3{&3$o>T8G4amCt=HoIcAZuh&De^e7(O2jwaFRO^$!d?t@)^O4u< zzvuZXKHL{2*Z5THNo0EYe9t5K=-1%I9#Fc%r&=!p$pwEkJ~^*`=Hsk9&N|mu@3Hfq zBiHP4H~myDKlNPpk+^3g-4^i@2#FUnK#sn+K{N52Ly_JGnAKGk{=NG|xR@yU7hGaqN=an`xM zdXJs=9JywXyX(7h`mX1&51$8#QhD6x0T*@Vs5F#Cz^TSd{xbU^>b54 z@!&ovPr;{JF9OL0e>9)GpMLT`iU;>WbDx}})**3U<#V44r^!bTnbJ@3;JGMW;Zv>8 zeaUC?$b9J6;KLqJa*I#3o;a`Ke5&;#kX-Or?EI=J)!^^(s7=6U{tuzN%)w`njp2 zcyJ$-r{Ghq7lGu0KblY8Pe1t|#e@5xxlhhf>yWsw^1082)8wOvOzEe1@LZIx@Tu14 zzT`7`WIptJ@L^9VxyGkjPa@M_jZe<2|2_|&;=^-My2PhiF9OL0e>FZiuYTs^tUS&- z*H`bc^PV%;>~(j2Rc>E(UwC_eNR-OscRb*x&Ky0;1L|C_pB%5kgE`U61Lv!1_N$+p zdKV9#gVF^))p`*~F8F8pb`LG{*Wk@$M1N+O`SP~7rcBXpX8xmlMj1AGtZo()**3Uuf`|m)z4h)!h=3hrog9KF9OL0e>OfjkACj| ztUS&-*H`bU^Ij|0?0Z)|D#u6N2aetk5~cEZ4G*}gGiP7%U<=gsliO8zFejRM;2iy_ z&UNq7>_~7yPq)@_PN``z{_l2hDwQj#`JreU;DTl05Wl@?kG1 zUE))%7lGu0zZ##MS3mQy3J>}~Gq0SZ)**3Uuf`|m)z4h)!h=3hrog9KF9OL0e>Ofj zkACj|tUS&-*H`bU^Ijv@xqtS)o8}z9^}qccy!<^RO6Bn$9&lD??!Mx|R;cSIx2y1A zPBintIr>wb>)xf=kA9MW7Z09;(gi-%dJ#x2_-Fa#_4>*8T|9UWn)~D&wGN5V!(LFj#HU&>0?7q`H9k47e&%Br9`uQ3o;gRYL*l-kjZe;_pL^eh2YsSUflsww z1dYgRsX%Hynaef1tX?=^D$)Bef9Zu-+)U)8@lXMXFDD3!;WJlKmm za|#c(riaAj#Oc}jFejSxa*qDB&V7#3>_*|=nKt# za*kSu#C^RQpPW}ebFm5!`atOtpK84bBp3YE_~g9$nU7s~&?lOC<{Y&SiTipsJ~@wm z?)@x0m;+@>e5&;#kX-P)@yUMmbH8Whan`xMdJmoV8oB;y|KwnI{b^3>DD&zeQ7Vr; zd9XKi&;8Lg`_mVJzw&@1n)l-z{cD~39HrThev(~<2YsM)iBGj&1dduYTrY7asJ9G6g=>dJ#x2__OiJdGvGtyYQe-H1oqQ{B;CJJb{p#m_&&uPhbA9z5I`1`d{p|k9#culOoR40|{9X@< zQhBV&gT1J0?uV|}kG=@Jng^WGd>-fMU+diGD9wKKlk6%y=mVuoe5&;#kX-P|M?ZP3 z%7ebp+$ZO#bx7RTtMSQs^)nZ{@SsnWDe$S*i$HS0pN&t>qo4af3lHW%GtZo()**3U zcjJ@&>gQh1!h<#O(Bd9RV{XZKGocGs`w{_320 ztwW+z9((d&Z&y{e#{BwgzR&C(%{*|9{|`x!_mhll|!D{?5wdtaE+!o;mL|a{br+lat-_tGT~AXFltY zD3!;aJlNY+m8~(q{+jPIdq*=5oTIO<^PERD`_WHwyYQe-lqvA3){6jKl81gzKI{$6 z{c?_4hs1q78=ss15Bfxz0-tKV2qYK$+4$r<`nmtJ@L&!!^UOJF9TN9-H$K^~ ze(v=uJeU)O0zTDx5lAlh)%avT`nkWe@;K{UU%h9}dyQQGb^qjKcZCDWJbFl!%Hy0o z*y~l4Ei$kEn(sGzM>7wcqpz;>oJTeL(NA)_@SsnWDe$S*ivV1bhkj2!>0%z-i`KGk{=NG|x@_+-EOx!<$!U=B3%$~kHs68CjCKH0B+?)54> zm=lEpKGk{=NG|x*_+&r&xxcgWIO|+ry=TsQja(nSe{!>%!U3g!JtRuyaZVoW^(x91 znOA?!_nW<=nFr3%SJ!#YqniEbC%IjC&?m|i_*Cmf04~Wxzb7B|hUR`bN3BERzMhRw z&ZD1uKMN1$K$#MsYP|>~7yNE~vS0n&?^Sp(Cz^TY9JLOK`??yR>_7Xi9!LN zYP|>~7yN2`vLF52-&uK_b*``8Gv~cVu8-b7x!F~Z=HdNj66CQ55B79cWed!wF9KKN z!QRoFpL6upb)NI6WecEwuf7P7i(PooCz}0pj#`JreLWkWoJT+R zeik0gfifjN)p`*~F8JN}WWV~k->dLoPBin(Icgme_jNTs*^hqiO&-Mq4k(oHsn+jv zgVVeD$Fu3x=>aWcumI13NvKyyCMQR|Snue-_6-^W$?FgFS%e5&;#kX-QZ=9ACU&;6X0 z$64q4>OFGaYvlUf`zKec>brUPyqN@f?7@RQ?W$0we|-_S8V~l4=KP$apRUsfn*Hb@ zQ+gF1%!xt)pL(`>&Z92^?ENe}m;=rEI7h8R;=b<2C;QdUy`qTR-XRGL^dHDR91bM8_<)aJ)&JdmH9pyoekN8PkMV#L%CGRL){8)L!5_^h@28*q&&uPhbA9!mIPW!b{ptOa zvsLudJbeC4f;{%%!Jc+esM4>#2waT^dq;DA&e7HC*^i!0m0pDhbD~hdr=G2z^XQ8J zd%p?~=0tOT&Qa@-xUZ}6$$s>6Z}KP}a6qAiPqluZ8=T(FC!eRE`;i9(reN0rB~s>oG29Vsb{O_Jo+NQ-mk)gInkV- zbJRK{?(1rNvLF52n>>mK98f6XQ?1|U2B&xP$>-_ke&q2O4>+NjXU9)GpMLT`E043z_0@agyw}L}YWpX5pVHNM*w0LYJoezh zo>o;T(x1KvT#W~NM{|D8(bekNkDg7H%42f)iU;Q?6!EF6)w3Uc5nyju;lZ3}&d)h& z9TN9-H9pyoe(p^k#RCo~l<=w6?{kCGyZPkv^m9M*c#H>}(9AREsC7u(*Q5F5{q&Q& zJdWW3N0htbQ>_<)
ePhPK|e9y|`taE+!9ysqca=rTg$>F9XSF9KKN!QRoFpL2AzdiJAdQ>F5l9KPbgISNI5>T31uM_&Zkn>-*eHTle{|NpwK z#wYvH&&0~3c)$UL5Y!^Pxhmq ziIvA=Jm7@#D}1W;B9L70NAt=1=_h}AJjMe~Xy%o3)H)>Y>(PAje)`E>9>?&2Bg$Rz zsn&}?a=|~#C$HB}zGvle*15iV51jWJx!!I6-CeXJdWW3N0htbQ>_<) z
ePhPK|e9y|`taE+!9ysqca=qLB$>pnbHy-volOT^hc(A8WDU^7=z6e~62YW|z ze$LU=>e-K;O_j>yF&=P2`4v8OwR-lWF9PgM9uSzCd}h`E-F!7Z*^hoERvwS>fD_8E z@Tt~|Kytw!%_r}tpZw)<3=cS>nP<*X>yWsw&+^IZ^^>bS-opdVC{M+wS}y|01)qHM zlh;*vTxCvk&!(@L^WFA8xAk|o+x+%BcP@`Tc(A8WDU^7=z6e~62YW|ze$LU=>e-K; zO_j>yF&=P2`4v8OwR-lWF9PgM9*^;W6Po-uN3BERz8=jd@28*KG1P^&*g5@X1F%d0mCa zRpvDJZ2Fox-);YMTYq=E&2PVR=knN-2YY*$LW$?;i@?=*uy-`)=Nw(Fp8e?ARH-~3 z;{hj>U*S_%t7kv@BEa6{@fZ&{p~;VP)H)>Y>(PAje)`E>9>?&2Bg$Rzsn&}?a=|~# zC$HB}zVbMR2OQDNE9anc31GN-v` z)7Q-T?)#tHd*1Cnzx~gh%VQ57?CD(!6`rRr0$1a~-qD<&b9A+O_M>N0rSf=;2b@rT zg->0rp8e>H0DF_iV?5x5CO^(m>yWswNAt=1=_hx29K!>SD0juDS}y|01^+Ccyk0-~ z%Huse;EZOTIY+HS;=U#y{p2K%&+vddN*DN4>qQ{B;FFJj^12F-tITQc+4MDYzWe^? z_MUgU&u{;8=knN-2YY*!LWTS5i@?=*uy-`)=Nw(Fp8e?ARH;0U;Q>dKyW&&dUC-y~ zivW9($74L;geE`EQR|SnuSfIA`{^flc^tz7jwpAWuS&izkD@{mU- z@UA@YoL4C`aesXgxEc@kj^_NFqpQ`kA3d8YmB%qW;D~ZpeCoUF`8<6QU@!7Gh6fzc z-CebJl?|t&S>VDbJRK{?rZYV zPfqe!lLvc2=@Or6y$HZ1dFZdf$30(T&%Wm*{T%zA)BNn*|70W&d2|Aw$^*|mN|}lK z>5IVCc(8Xg=jR+5Bk+k;gGS;D{z)&Qa@-xUbLh z$?Nr#t32Mr1I{Q<#iv>?0?7rReDsr-JU+t%?r7$fbJRK{?rZYVPfqe!lLvc2=@Or6 zy$HZ1dFZdf$30(T&%Wm*{ha%r)BWq*|70Q$d2|Aw$^*|mN|}lK>5IVCc(8Xg=jR+< zt)Bhp*;J`Kj^P1El)K_n-(An=>5Bk+k;gGS;D{z)&Qa@-xUbLh$?Nr#t32Mr1I{Q< z#iv>?0?7rReDsr-Jl5pFUeL@l=csi^lqL_od^&+u@<1ObJ>pZX7Xi2=5B;_Hm;(}j zt-Uj~`-jAy`=8za>)h{TA`f|V0;}YKK7Omr#P9V*;A%YBJDT%zj;>bEe)MdrR37i) z0cVt_;!}^V=l%3W0PgZQh6fzcqQ{B;FFJj z@{-4zJlG4GdFC9o4vEs_p_fl5uuC536J-W`>ecEwuf7P7i>vUs%A8l*tMiiVYrNNU z+W-B}{ZAtDkVhx5N*?Irx5`ZXUS9;R#)G}1IX~yIY+HS;=U#y{p2K%&+vddN*DN4>qQ{B;FFJj@{-4zJlG4GdFC9o z4vEs_p_fl5uuC536J-W`>ecEwuf7P7i>vXt>fBe`v-6(wJ!h||?=vLMxo`J-&i%62 zM->WOufOK|&fd|?1Lx>!_3TH_rb^}U9v*N;c`82j=z88yUj*PTkN5C^Gn)K4N3BER zz9t|2ivV1bhh9E60;}bNT%y?@=csi^lqL_od^&+$@<5*`GvHIN zR?m6$MSxsfmB&@*zWUyspXB=;xDhZ9=AjcX51q#A-VZoGs&vKm`XX>O9_$^>`8h{d zt7kuYHdQK*_wax-%2V;FN7wUy`XT^#dAx@QoYCaZIcgme_ci(GCntHV$%DP1bcs*3 zUIgHhJoNIp5!fvsiQyZH6H98&G|V;SF2|~dNx%mk2QF(2b8Yxsn6E) zdVLXqt32Mr1I}pj=Nz>TiTj#-^plf3*5tunP`bpYS}y`{NgjIn+z9NJ4|0oU|D2;& ztLMCWl29s-bMRn~C{y86&sNWQ^hJQZ%L4*(xe+iI=AjcX51oeZhj}m$oxo9f;67g| z&!ny|0$1a~-qD<&b9A+O_M>N0rSe#V2YW#23ZMFHJ+Idn0l3Oz4IbdqkNEpL(`> z&Z92^>|Gv{hg?X+a+E{US9;@DvvdIum?2v!#Qdl5~ayQFP~0empsrX$_)6_tJQN} zeGwoR^4Nn1dqQ)6oTFE(=e&B7P%4je@L-Q9Q{hw3R?m6#MS#7_<310$+~;C$NQQiF z1k8hZ=mg9|r{VkY+dS|)6smeilwOU;oc`bUYxVlo_T{`Yk-PAqPn0R}sn6E)dVLXq zt31}=!5+}u59g?LNR%cIy?i=>UGhMmC^O(wuU7v*d*`;?x~?R_^Z#Fcf`Q1`g%W+y zG9?jYzD&8%G6`g-;5D-!rq63V2;hZ0uEB#jl09G6$*cAIJl0Hlq&%*{gE^9%in{Y^ z{XUQNAi&(^@jVYYVaWHK_>{aLA+L>qKIlUd(1)bq_d_4_Aqo8CLw59UJlyjUmgLtch@sQK+IO!Fp$ZI2@ z5BiV<^dV{Z{m=(}NCH3kke}Ut?$4jS-}|+mCnk?IcrYiDT~l{<-+B;$lRVbs!Q9B6 zC+pt zNls1Oxmv&XYdr`sS9v_gLv9%J95;STevpvgMnE6*AqnV1((wDC5Be|@n5*_vz^0)>M=16iX>dve6`#jcz0CSheJ$Nu@vggk_xmv&XYt1A_ z%Htk9m@~<#sXJHe_kOJh0p==?zwwYG2K|jAPmw1ih2YpBa`j9mIe(1x!e3(!B z=>OUK`Z`ZY9@pf-TuDx84T+KRSewVZ`}O`Fy?X!pJrkD4HF+>sl2cN5UajBfu^t4N zyFBi}gE^Buf7Z#>`n_LkCOJ|b^4JLA0SOiA&a?G-(d2R&s zK_8NUJ|qplANp`FALi3O`hWJmzRnYp$2EB{SCUg&Lt>;nuFYdU-Fkno{1zd29smfP@Nl=h^zbAL~JY zxyj>L9&*K~W4ZEF`9eaz8v%XLha{j6NyG1lK3vO(`81DypS`b-^MvGaO&-jZTg;O0MnE6*AqnV1((wDC57+WxKFy=w zXYcFdJRx~plLvDpIi)ouM#|&bJm%A__xI|r``7Q8pgiu$gSnGXpzd6)-}|*51emKl zupU>9s{aDWvlZQO=d;66Stdmfq?tFK@-)B7tFc*2emWP}%?6sVEi@YHr z?~Q;y=tC0Fhos^6Lm$@iVczYdzi033+dLt8$Ri2pL(+J>-{i9vpLw^B^SpXrU*`$S zp|eF zdCBLVe3(1gey~oSt>62xW>O>NA&(^Rl@F|w{0?>JyZik<>p_6I$m26SpVeu z$Ri2hLnoi!5`R;zd z&w3DGF7o&+59fe^pPd7{a2}9w9vcCD(1#?T4@txChd#X5hxu)f{++$AFY|=tA&(@W z4@u+kev{9&_{^tyocHQ|eVr#L4|ya3eCXsey-t0$e(%S65cq0d@{!L*p#8uL@@)Oy zk2RATDGzxhfq(UZ-y?Y@b?4FjexCIp0C#zugNJiC#~l1#V50Nb2a+EG zKh}f5SM!pOd^Q5@2VRh8>-T=Fnbb&m$Ri2-s}KAh$up@tkM8&LtOo(O%i~-;oC`*t zYcA}{`9Q+?Yy|W{ACiDRBn`hG`f#id^V1&vI(uIq<_XC|9!WqSlE&lxCZBupnNR!Z z!`b`#I!{O*@<;-|^?}ckJcGLP-Ti)_^&r4pA&(^R zDj#?*$vde#pY8YOtp@?P%3}>4&S{M~`Mtta=d}^g2YpBa`j9mIe(1wG6#XC^RL?Z@1G^y$_8-jDT6TpsdB0$=&SI?3-)cfPyd@3S5R zn2S8*u@U&I4|qiO^H?X3?)USoAw5za@<;-&@`2})ypy`~*?xcCdJurCJl5jj+%R^n zxv^{K2MOo55zq&HNCNthH2i+(!|X#>&FAd>-mmpMF?q-%3Ft%8@b95M%szD0d_LXp z{aDWvk%v5zz`y#y?~y!{y7TCMKhJs)fV({8u@U&I4|qiO^H?X3?)USoAw5za@<;-& z@`2})ypy`~*?xcCdJurCJl5pl+}50%-#g58ej5RO(1#?T4@txChdw;#!~E$-e?HxJ zp7R9cA&(@W4@u+k{*sS;W&(57e$3rRpI+VX{aDY$}@;0{W0N{ClSlvkzT0pHKID zKi2a^ai+w)5Qx=z~5a0ewgsen0N+!)(K&51;PeeLkLl zHc%e&NCNthG#>A7`8>yG{`4cySNEOQOjsWBNCHRsz;j66LEU+Dzn^D42*6z)^4JKx z+6O!%`+cmF&-VNC){q=24|ybkPx-)mN%lnD*?sFl08a9_HV@~F;n$usr*z(saNZjM zeb9#_pbtsI@5j}Bn5X?X?@#xy&foLRhRH)7NkAWx#^e1gpJVyVPkZG3>b~=w3Clws zN#I>R@E(#qPOxO z@<;;ukTf3eSNWWa&%B$*dHuETyk~;)kVg_Yix2FBWRKLH-M1bD;3N-uYy{5c174E7 zKi0|aTSI1~JmirCR`G#-lAOUB5+mgykC}j8Yy|vX%vQ)l9!WqSl7{z%KIlUdxS9`n zw(aLW-(UOvJnNaLJmirC^dV_H-beD0PZD_6hy2~`=l=b__WOC(Gf{cSBME%U2i{Av zC+g1bTMq(ol7~Dt0;~Cex8!R3cfU+-q&(!21n{Ag&#-Pi2*?8yP)`+0xu_w%f0qVkYO68Mx4yq9E8)Scb89t7Yd4|!|^R`UUG$<_Anewo}zdB`IP z=tI(2?|ycE=b9h8aW0S;DGzxh0ewgs{@u|BeMkcOkTll2ALiXZ?*FfS{g?^LLmo*$ zACku7{UaawB!O4^knh@l?)UxF@6TJ$#N;85B=9L8crVGGs5`rFJqW-_9`e`-tmXsW zlB@0C{W7_c@{mUo(1)b4-u>+S&N)Bla?ZK1E9V1=k@Ap763~aF;lB&?K_8O9Pd?;l zx1am-f9?14tY@O~kVg{Ghotd%AIV2PN#JN7^4Z(Z{rsQ${dwz|m^|c>1kUOM`y$!1 zH6%vLLmo+BH6L>C+s~`*-~G-Ll!rW$fIcJ*?>Buo)(4&@S4fPMhdh#iJ|qqQ4(WqF zBmsR$8tdN=^JyN>^HX0RWRMY3mWNQ{(+Jd%JuB#p;^KgdTuNkAWxhTj)`(1#?jiVv&o6SnRb5+mgyk0hWE zNyC4a=z~5a0ewgskN3meeZDW>nV>x6kp%Q1X*}L9@{vyxc(o7tuI=Z3-%tJiy!A{> z9`Z;6XZ3-7k?h$T5+mgyk0hWEN#pU~5Au;u63~aF;rB%!^dSkX<^y|QZQt&f$&HkU zJd%JuBn|(aq7V9z1oRsEv9@pT( z97#@P4T+KRkVg{Ghos@Z5A;DFl7K!W4etkixTX)z^_p|#RL&O?Bjq8FB%lvT!++=K z!@Yc%Py6WqPknuv3CTkqNkAWx#^e1WANeGKPy3L2*?#`?etiEt5qZcX3Ft%8@V?Rq zeMkcOkTkp>^g$nzfIcJ*?+1N&&Idj%H%N?>hdh#iJ|qqQ&gg?aBmsR$8tdN=^J&&U zkABV*m4`f%fIcJ*@4LJCFi+q4-);V$cm4**Lmo*$ACiWDAM`;Vl7K!W4etki(1#?T z4@u)X_k(l2=3F_I^M%AndB`IP=tI)D&fhgo<$NJAQXb#)n7e)-^kp_e9`Z;6`j9ld zFIV$no}TktZGP@|Hdr3=NCNthG`!#SK_8NUJ|qqA2Yt|oB%lvT!~3CqfKIPlLuRBr zVrNc0ewgs=f5B3-JXBH`ZZ5X9`Z;6`j9ld&-6hbl7K!W4etki(1#?T z4@txOK_B!X3Ft%8@P5z-eMkcOkTkA)KRD-m%$ZXAgFYkyeMlPK53BgF%098n{X$}-JmirC^dV{Z zcSs-fAqnV1((r!J2YpBa`j9ldAM`;Vl7K!W4etki(1#?T4@txOK_B!X3Ft%8@P5z- zeMkcOkTkp>&h7)#I{QA|ACnp>4|ya3eMlPq-O&eqNCNthG`t`5K_8NUJ|qqA2Yt|o zB%lvT!}~!W^dSl8L(=em&AgFYkyeMlPK5Bi`FNkAWxhWEoNKCH4&>~g=57%2~V zBmsR$8vY&92YpBa`j9ldAM`;Vl7K!W4etki(1#?T4@txOK_B!X3Ft%8@P5z-eMkcO zkTkp>^g$nzfIcJ*?}xMdz_iZ3Pxr^9M#@7TNkAWxhJSbTK_8NUJ|qqA2Yt|oB%lvT z!}~!W^dSl8L(=em&AgFYkyeMlPK5Bi`FNkAWxhWCR$=tC0Fhos^Cu!;|>>=V1( zFC<3FLmo*$ACiWDhx9=ol7K!W4etki(1#?T4@txOK_B!X3Ft%8@P5z-eMkcOkTkp> z^g$nzfIcJ*?+1O*ha{j6NyGc$>^?B9v+vXWF{zRAkVg{Ghos@(9evP;B%lvT!}~!W z^dSl8L(=em&ABMIn3((vz&KIlUd(1)bq z{h$x}kOcH0X?Q>AgFYkyeMlPK5Bi`FNkAWxhWCR$=tC0Fhos^Cpbz?x1oR^g$nz zfIcJ*?+1O*ha{j6NyGa=AM_y!=tI)*emJ`iOzZ6Xbbm~0q&(!21oRAgFYkyeMlPK5Bi`FNkAWxhWCR$=tC0Fhos^Cpbz?x1oR^g$nzfIcJ* z?+1O*ha{j6NyGa=AM_y!=tI)*e$WSfNCNthG`t_q?gP_0`##+tlNu=xc_aaSNE-g# z(Fc7<0{W0NydU&IACiDRBn|Heeb9#_pbtsI`#~S{AqnV1((r!J2YpBa`j9ldAM`;V zl7K!W4ey6ld{||l*yVm9F;X7#NCNthH2gcH5BiV<^dV_@Kj?!#BmsR$8r~23pbtqv zACiXmgFfg(63~aF;r*Zw`j7eMkcOkTkp>^g$nzfIcJ*?+1O* zha{j6NyGa=AM_y!=tI)*e$WSfNCNthG`t`5K_8NUJ|qqAhqL>@w9dXy_s670%0nJW zKp&EZe|PjjACiDRBn|Heeb9#_pbtsI`#~S{AqnV1((r!J2YpBa`j9ldAM`;Vl7K!W z4etki(1#?T4@txOVHF=%*(Y|nUr3CUhdh#iJ|qqQ4(WqFBmsR$8r~23pbtqvACiXm zgFfg(63~aF;r*Zw`j7He71NO{O33Ft%8@b8X3=tC0Fhos^Cpbz?x1oR+JhR`Fq#ePWmUg~UjC$Ri2pL(=f?kUr=`63~aF z;r*Zw`j7^g$nzfIcJ*?+1Ojrw`8ko^$8apPE1KT`fP&?O)&j zufNB9{QW^-bso%d)m)wbQTyjPB=e;1v_A+m7wXmc^nR`9`QC*G=Oo)_)=B%2*w3@^ z>HS#GbAv}GpXzmL`-1>HI_2|TKF!;D<`0ifyzO;r`;gdA`RsFH^=Ll*JZngg{4EbY zNAeWvPWv-o`OG|y_M@L?{XOr0<-_lhcun1DzlqGXd}bb9H6QDl&|P@k<(y2{^Fm_e zr+Dz*)f1YW74Zz6LopP5Hj z&+_TdThBy)%Y)C6JcYW`{vgm?sO57kpXO;j^F4|O&mr4q)=B%2*iZTFb78glSVLyy zU3lE(oJ`mALgHMWGnds8n(X_m^;!3Ic5YYOA0DilSDVMH&cky_=1tvce-LOc)Mw+< z`>~$qcNZRo7^@J|xI7@w&eVmQU-S&eAtLEM2^{?mU_ekbV z-D!UiXfD)eY2V6)#McrwC5NIyc@_8?x z=50Om|1A$bN4C$bllCF8pYqw~!s@ep`t#P19C;KEoQ4JJfBDQjp7o3?%Y)C6JcYW`{vgm? zsO57kpXO;j^ZhLkK1a5%tdsU3v7hqU=fdiGk^KaJf8KV zKX3g#&sXu`xg=gwciL|vb1k3mc{CsEYw~ig*PJV-T6Mncd-Xia9L};2=IMS0fp_zO z`>OeFUaP*3eUr?ay3_t3&|Ij`#;5mVJ9;?zBJ8Lq0Q) zXZ`5UTYt~3?%Y)C6 zJcYW`{vgm?sO57kpXO;j^F4|O&mr4q)=B%2*iZTFb78glSVLyyr+DyQl3h`E+Mnko zpP5JdVSNrh%z?yP>Q4JjWUl4&J&)#NeNA4@^_p|#R9BfV=U6>IHJ4AlmwEaALEzIo zn8T|1X?|CEKj$Fvfx6TFAkbW>-_57rXFbnH9>3!OC$fEJowN^${XCjaKhJvR{#zb= zj^ruSo%RQT=0Yu>WBD{s>zVISJa`V-KC@2Rhs1u$XP*nJ&Bq!tBR|E1_mb?2y3_tV zFZs+o+7IhB_%J6DucB`-4Dpp?)`?exLO`A9?(a2b{?EnRU`W zB=+-YKK(rFnfp;Zcn-;1s5|Ws0?mb5KF{%KUe+_eqj>NfvVCQpv=52>l+QjFR-2DC zWJZ392k#}>6?Lcmd0z6Fd9)waYw%%CBwkZ@+HWFreK$URUhD6DxC)=EoP%k39!QM5 zDi6-JdNM7}@v8b&&wcg2eLj;L`BxtE)7Gp0dVYU@_UJ1ftdp2R-D!WHE1Ztz)6cV> z`OD*XJm5sOudI{yA+euF^XcbV&)kpV!E;F7LfvV95NIyc@_CL=^Rk}#y^9C$A=_ux zN&Ar4Px;JTnuqmg_`scH7u22h2Z827EuWcB^RPZAALc@~&#aU7A+eu#3Kd#jJzrj&b3-H9rpdI`c=<;^}c;RlNB z`-4Dpp+1^VKhJvRFOT2xfD_rivQFBE#C{&lr=Mp%b3cj)&mnmWb*KG7pt(@X=Q%#j z%X;SbE*`vxY@b;t?L%Te9@gjN!(2#qN!@9G5NIyccjMFNwVwSr3lH`|wy&&{ z_93yKcjMFNwVu7WDvzt4i|KhjNQ}HH56-oEGA+(=RDINQj^3BgV=^OO&0~Jsdey7> z`25+!uXwOdViI+y{e7-*dX`Ur-g@RMk7Ibik!)XCC+$OGKcD5(pSPa59>s&_ki3Pu z)BYgPT&U&q9G~W8J@b1P58gwz&#aU7A+ewGnYlC%>vQs9E+o68?zBG$G#Bc-@#*tg z&wi}JgME_iGwY;%NbKj;`1Eg znUSyNF~4oS>eYOF{_NpbJXj|&iMrGNK36zB%cnnYJ@b{vF+AW%wy&&{_93yK&+_Td zThCnI#e?^d?1H+}{vgm?sO2;BX&%;};RAQFePx}r4~hMh&&;KHSf7&*b0OI!b*KG7 zpt(@rjZdG~diG-#9_*8BpIImELt;O##;4C?JGClVFul2wF-e2GA??Zm%r+Lh~S+DvuKi@xl{1p$@Nlc^ew7<_4PR+-9<|U8U z@PI4XKC({Qhs1t9%cnnYJ#&2*58gwv3+hh$gFthkme0(md03y54|5^gXVyvkkl4?= z@#*tg&t9y;gME^mg1XcGAkbW>ug0g(V?ED*6&~!9Y+qR??L%Teug0g(V?EFPsywcG zE~e-CATjc;JUI92$uv2~Z|mQF?%C)1dB~1DJCAv{>s4pxdzbxjP7;%-JM9kw&4v0| zKK*&?nXf$F!voG_`^-9N9}@f7e5_|qpW?xLNp?luX@3xCF4Xdw`7{sfbMj#>Wc$oI zX&(~%c{e_NUhCP5Rd}#Zl2cH3+8+d(3-#6b^m(l3`Co+x=OEi>)=B%2*w5AY^nR`9 zxn7mWRnNurJRc-R%46mLk5!UsvftmCQ*0V z9|W2U^|O5X^VTz8dAx@QoXPf?b<#d0_Otm|&z#Q6gME?gn!3~eAkbW>@5ZOkYd!mM z79Q+_Y+qR??L%Te@5ZOkYdw3h3J>;4ati8B`-4Dpp}rcQK9BW0|Euue9Ax{baPn=YzyZdCVN(v1&41_WxD=)%s7rXCHDSSLZRGX1!{4{#V&Q z=O8hOy3_t3&|IjW<?L3mB&@j#q>NMBu2_(p9fr4OHRYSzpB4l|LOPaLvG~iJm%A^ zSFO(fF8k-4B&Jb!+8+d(3w86co_WdRGd$o^h( zg$L&#+gH{}`;ger)%f&&t>?L3mB&@j#q>NMBu2_(p9fr4Pfo`JR6_hkM%satMa(&xtN~kgTzRA{Ei2lR!dIDzNyJxw}#BftMiyoyIytm z`CR3EoP)$P>Q4KEKy#sPKGriYd7P66b0OPj)=B%27}-3m*W|<8NKQfBX@BU?_M z*7N*V;lVyhyru56-$ds6YJB=U*5A*2RX*&S&cnJjBt~AH$9&rLs;kfE zD(B-IB&Jb!+8+d(3w86co_WdRoIIEd**>#Q+K0r*=3%`iALd4K3hGY#v;SA;)AP2T z=YJI*oP)$`>Q4JjWUg1^)BCmlex9rHVc#UDr0%po2s9V!)%f&&t>^jPg$L&(+h^8E z`;gerv+?QuSkH62Dvzt4i|KhjNQ{)nzwv3 zYwAw>O=PZDZkN&Ar4&$IFA z{aDX)yDE>Xo{Q;uK1hs|$G`D_+p5W_*}wHYzYolP)zsg4a;x%S-z2A^?zBG$z@>Ru z%V#67njd&e_WoHX@7C}0T4Tbv{fH;lVjbyr%B7-$dqm zH9oyx>+k1zRX&`HgaUP^{Xw9)P@j!Y@5g$cpFAKiXZt*NAOH7z`!j)e^XvCne?O0_ z@VUx4n3m^(#7KF(h6h|%Nhq*i>wA7bnER@!zw_i)<-xv5PDR~me-MC6^RSlBMqo8R z@RscTvrgWv-{-Z)gppU_!8u4yN!@9Gp8x86dY;zve6PZTbC7sT-D$sx%=Kz~dcW4+ z&-1E$I2Q>8>Q4KEKy#r!8=u~f^*ld$Kw!@HdG0>`@Avj+0`KP6@3a1X9#`RWm2)sH z&jX2(@^}poxUP~=V87P){C+U^Ra1ZG$*szReUqGuy3_t30GH-rEuW3RYJT7?+52am zyj#D|YmEsbufl_Kkergb)BZgF)%o;1t>^jPg$L&(@tV5ReiNDNv+?QuSbsmStMcJo zBowGS?GFOYh5BrKdOz0l{Nw?FIos#C`}n`#+n))%n_s`r`ullYh0j&a!L&RNBu2{P zJv`ui)`SB4v%cr|gSoGo`a4hVsysLs$*HM3@7C}0S`PwvA&)h9FekF-$2xhpexKJG z6GmQz2j?I;C3UC$dH$>O>3Leu^SuiX&Pn1mb*KF%GS_G0)BCaheqMLw!?{T)QFq!O z1ey!=yZQ9{tmpa20|IlluXES`ZhkgCy&vn@*sJom>baPn=YzyZdAx=PT+f=En*CYd z^ZUTu$@YQuvu5wtdY;r(cyJDqQ&M-{t>5Rh9t7}09@pT(9Lb(9>*Uq?eI9EjJ@P6% zI0wlosXOh@^Ix4$&(nII?_GFsP7<%FJMA}-xjq}8-jDV7^SUb^&P_szy3_t3&|IkB z&8OdIJJep5G&wA#5RUTJ87t`~6kQgbC_wa!8S&~z;AM1O5 zADBDYKCph)?EPBLle!8I&OvfY>dw3M`@GhJ0A9%B8a$XI+4E(cyjs7{W6h*T-h~I} zB%wgvX@B^?cuU=BzlqHC+4%H+tiPYvUHNcs5=zva_6LFHLj7(& z{XXk?KJxe-4>*zSGwY;%NbKj)eENCTGxw|Vxazr>p67$aNO`=62b|B6oSOYu-}C#x z+{yNV^|NO0*Lt4RRd{d?l2cN5-mTx~wH^fULLS%P!5qn+FYDyh`h6a2COz^lJUAx_ z1?o=wvma;Y)AO>P=O+&c%!$|Y>VK8}|5)t(^lm==KI?fZ@)$heKthSS)BZj;IK7)s zzt4J}k34?I15RZ7%sOcw68m{HpMIY8%>Al7u6iz}=lLKpQXZe-0ryWOr{?|E_xwIE zcd~t8{jAyhwVo$+7ap9GgaUQv)%txN>p_6I%i|h6m?PQqWu3fQzt3aMq(|O`2j?WA zK;3D7_T%h)dS2G^{Nw?FIq`a4{jakBAB(-8-p!}qXFX3v9>3!OCz9Wy?zBG$G#Bcl z`SkOwXa4f|9S=B>?JMh~eMs!*(R})O)-(63^0?}`n4af@#7KF3h6mg~m7JRQTi^5h zz}(69fpzkyKA(G6_I|8q@^|6EIY}r`cV4aE=dm6Hn7cgg!Gk%IJ%858)%v|(YbH7J zE<89V2?gp-`?DWs=hO4Dp64eI2+WDs^Xh+<{r_0({q$}={XXk?D)RUp4>*zh7Imln zL7=%%AI+zqXFc!f{1?B}z5`t#N^*Q@fl>baPn=YzyZ zd7Og>b9h&BYTjpk&+h|sC))?s$)Eas?p@jYv7X7_g$L&(p+MbvwSJ$+dJtgl^0)^N z=1lhdStnQP_kOLJ8t`5-Y;9_Qr2Twax&n&(^J^ZUTu$@YPD@~1wZdsp^;tY`A_7(C!WLW#O_wSMo{ zdJtf)^0)^N=1lhdStnQP_kOLJ?&2BiX*PPTGgWem={m zKW{yAy(*8Zo{Q;uK1hs|$2oa0mscgH=K0q5{5~*uvVCBk{A-`*9F@Hv>zS-P1`jxp zP@?W!t>62#9t4=HJmi4`ne9jRwx7?|@BLWM6O+f_0S6LF)SdSCxxwk(eENOX^L*s- zJ05T%+h^8E`;gerqxtmntY_}>IEDutNuEmGX@3xCF4WKR>CaoweC6>T9&jexXVyvk zkl4@WV?A@a3y-^;lj(Y1NQ{)nIe9RbqmondJnMV<&)muOfpzk)eV%hv_I|8qvho-_ z;6Or&x^uOD@7H<|V6O6z2M%PmAKBY}K3l){V?9qy9>3!OCz9Wy?zBG$G#Bcl`SkOw zXa4f|9S=B>?JMh~eMs!*(R})O)-!i`9K!>SBu}O8v_A+m7wTvE^yjT-zVdhv4>*(U zGwY;%NbG0xv7R~Ig~wga$#gw0Bu2{PoIIGzQOPNJp7lNbXYOSCz&iQYKF>KSdq37Q zS$PZ|a3G;X-ML!7_iH@}FjslV0|zqOkL+zfpRM2fv7RR;kKgft6UlE;ciJBWnhW*O zeENCTGkKS zdq37QS$X`92b@TLi@Nh{{oarDAi&(@ArBnLY(KKM{d~55@5g$cm^^;R15PBrMcrwC z5NIycNAv0DSQ4KEKy#sP zKGriYd7P66b0OPj)=B%27}-3m@4?48-($|4(s@H-(ys)SdQc|NhFSd0NkW<#7xTIFfiv-D$sx%=NQ;`t#P`^OVnP_`sFqE!3U% z2Z827-F&QPUh+6659UI)&#aU7Au+OfSl@$>bH2x%Ii>T4#K={7u|rMXY2QVtOo(+CJ%XR1b*@XPssi}>*Txp z{XT0ZF;X7K@PH%9Q>i=c&;I?DPxG{%`O4!xJm5^?HFc-`CNkH}$67u~;8Q;EUXndg zciJBWnhSOFv7UL!dAOM%$$bzVdhv4>*%}P2Fj~iOhBLv6fE~II9ori)7E# zo%RO-xHJ!I`D_GM^8;_m-aqT)-THlAYfKn<7an&xC)4%3khquUocgNs=Un8~&+GYq z_x*(v*?zE2e!9;-$li}NWJb#47#?sWc`9}1yZik<>p_6I$U`0*fxr5IM`S;bb@J$b zKhGM{BjxcP9&jdkD|M&++0UQ&G%xF!pFG~f1I{GgQg_;KB6Hn*tmTsg&gujEBH1%_ zr~N?yF3rPQJ{y76{J>kX_s=?cw|<}38WTp|jR&W{+qpe2lfS3;SD8QOAepK)B<|_= zeEP?K$DOVJ(|+`MCM1tzc)*e5snnhC?)Uqw2La|H4|!|^{^|oBk^MZ@$)o%IJZngg zl*fB`z?tN&)SdQcKY!xWysT$_@;C<%=0M^#b*KHANb|6kPZBtb5A1_vkJO#^2LZS= z4{P~s1Xl9{Z^_<2>*U?~eO_x!7 z(|%Ut?|$cruF8XblbnjW^XPs*&w3DmyFBEv5%{YQctrN|SSOF}_w%eFJyIU;;Q?oo zw^Dc7pZ)xaPxG>#`N`uPJeUKC*VLW%XClqRT0Ti&6(86q$r-3S@7C}0S`PwvA&)h9 zFekF-$2xhpexKJG6Gq;h2Q==^!SiE+-;0faKIlUdIJ*zI*X`%t@7epkU+Z~d@^}vq zIFr1Uy7TCMKhJs)fV({8u@QK+4|qoQ`&cKR?f2)cAvsbW@8JPwlDATK+MoUWiBI#g zp83h+96Xo@cE^k8_v|C9$LM#@7TN#JZg+UZkjF;g)jr@E+3#bWe74`8w}#|Md7Og>b0FCjb*Fv(-3Z`C`(Ql?oQ)52A$xzU zllCDovUym`Ckd?L1N$U719j)!`h8yOK>#o0aSa~Kk?i@hPF}6w=doteBjqvkpppwD z^kgHT5BiV<^dV_{{`)cS=5aq~@9Wb%A$fd;2i!?^LEU+Dzn^D42*6z)^4JKx+6O!% z`+cmF&-VNC){q=2k8|)~4kWvx?zFGJ8v(p%AFKy~)%Y+sviHwAdAEL_*BTQ>%3}>4 z%!y>z)SY+h_j#=c0lbjMHFz*bvggY>d9{9@$C^oxl*c{~x$JXcRX&gyDGzxh0ewgs zum8Uz&2M{r-`V^6GEYbz=j6d$NOnox`E0*GZ#@XWRUY!#2)x<{JR|#ktdr07`}5Y2 z94U`;@L&!kyQ1#2ufH1syl5Y+2Z7c2FgLRI&pLUxexKJG6GqD88a$XI$*HJ2uh#GL zSPufsT^`rq!5qn+FYDyh`h6a2COuLf-}9g=CrIecMnE6*AqnV1(s=*(V}ASN`_JCj zpLs&^I42M0Lb6Nh&S(4mdFw#{uJVw_M&Q#v;33)jVV&&0HDpH0z^0)>M=16iX>dve6`#jcz0CSheJ$Nu@vggk_ zxmv&XYt1A_%HwxDu2RtNuKdh78w}#9}d92BUxsjZLy7O-RKCks4fEV&ug9mdW zdw#5wckB0gtubMwJg&imIg*@;y7OxNK9BVvz})3=4<5{!?D?}!uGa7US~JO!@_3F1 zpOzaW^k^fX5BiV<^dV`y{`)b%?eTqQ@9WDvA$gpW2Xi6WC3WYs{r;A?ESD#cHbH@BjvFs59UU43hK_g_4~Zmg8*L0;~G4eBiZw1oxEDV&tuJ`N6O*Q+v-mf*294U`~;~}?yp~#Lh@LX2XiAi1$Afltp@=($wM9+fwTF5mt^mcb+Y@`kQphD zHF+>Ml2cH3-mTx~wH^fULLS%P!5qn+FYDyh`h6a2COuLf_u#>tNls1Oxmv&XYdr`s zS9#on2XiKS{;ZR$^?Se8Omd_={>FpfmLnweY9pWz`j7$wjkjF+~H6QSnTy6jEm&uKk$373ZkbH`|^KSh?lSlLvDnIR$lR_pJv3ILSjE8-dk)z*};){kvZ#H&Pz|#sh97 zPoeI-TEEX@JqR#&dEA2sb0&NKtdpztd%xC9a-=-&!Gk%IoSM3GwSMo{dJtf)@{k7( zWVRpK+kQS;ndHfp>xRE@Cy7OxNK9BVvz})3=4<5{!?D?}! zuGa7US~JO!@{q?y01rs0PupU>9s{aDWvlgDd$@N_vt zVx&Cekp%Q1X*~WNmCxV!%)kA}_tSmnJ5N9!*W|%mNls}EiIMV$p<_k`}3@m@9y{eteM0}dAx^*oZrKlx5yh3Bjq8FBycw$^6cBseg04P zdq39mMC5S|9?X&CRMwCfDGzxh0ewgskAJ`ABcCL&iVy6Qdw{ryso^|rw{eGV{lNc$F&+w4@XSnlL`9or)JmirC z?&d?Defzo3|LT6f&w3^<4|ya3eMlOQ_mzC)lLYi3Y50B7hjaMA97uLW-ML!7_iH@} zFjslV0|zqOkL+zfpRM2fv7RR;4|ybkuY6#gj#&o{;@{ z*2#DG`+e3-Vx&Ai%Y(N&2T17UMnE6*AqnV1(m4M6F+ctB`LFIf-VCh^dL}Lpc_aaSNE(m#m3-ur1oR}@}vt>62xo+l;`c_e|ad|;jAcc?qx-S78V4+6|Z9`e`-{M83M zBKvu)lSlXadDf5~DUWmUU^mVM5_-B3&9C`N$^;=tI)*`=SqP`oP>sPC?yywtnx&dJtf4@{q?y;3psOgzV3=PQJU}@3UqS zBjq8FB=D6Ftdsl>b?3YL{XXkKfVs#+9vgwb`hZ7dKaX|t=zc%X8qy=>aZVo2<(zY2 zSI!3#Bjq8FBycq!@@(7BeZIf;`+3$gQF+KC3Ft%8c)X9~BcCLo4@txCi$1L319KwT zHFf9N`n@0PL4di*LmnG}pM1a*vOmu{`R;zd&zeb$l!rW$z`y#y?~y!{y7TCMKhJs) zfV({8u@U&I4|qiO^H?X3?)USoAw5za=jOrgoD(GUb|at<`j7zSxLUBu_h1aw&vW}wey3-NO{O339RNr?tS~Y_y1GBKW{w~lZQN#fIcLR z$NNS;@<{^vkTm?h=)*O9V2&iGqV9Zmzu#v)2rw6U$YUe$S0C_*?B}sg9^LQfSwniH zJmirCUgZPNC3z=x=d=C(y!9XeS9!=|Bk*b;@Qm#Du}(hQ@6TI9a-=-g=E3frBP8^C zBcKoZkOcH0X&nFkn4kXm{Ga;HXC@>Mc_aaSNE(m#i+tph1oR)7u zkjF;g(>~xK+52Ig?7lT*M#|%wJe=z_=gO&^FC<3FLmo-s(>~;0wx4@HKlS_b)-y4A z$Ri2pL(+J>Z{#DNB%lvT!|#he+`|XvOmb@K&ZGPNJnKOK?(&ewM&PeL;1Su+W1T#@ z-_Ns#^hkNgBMH392cApvPU_BQ`~7+AK>)7ukjF;g(>~xK+52Ig?7lT*M#|&bJUE?m zhJ@a41oS~4l7K!Wjn{ua=C{56ea?3#E)RJm0ewgs-bebN4@p2Dl7{!gsy?u9lBrU6 z9^LQfSq}nmmxnwy0*TZj{=79LN6JGUN#IpJ@LZC2Qg=Sv@6THg0&taw zJT?NK_5lyc-Vf_!_pKo_QXco<;hgU=XHMz7Au&=O@<;-o_96GO{ru_u`2Kk!@{mUo z(1)bqeWefjkOcH0X?Q=J)d%)PGBxVXqx=0l>p=kS@{q?y;MG3h8QJe+oqV?6pSOnO zNO{O334F>2-b=D4>dx+44+3zKhded{XY&Cs$=)C9WcRHhGg2P+;=yU1J0$!bYy|W{ zACiDRB#q<0AM?|Xf4=jZ3ClwsNkAWxhWC#?=tC0Fhos^Ca1|do2g#JFJCE-7^Q;E} zxXVKx8-Z8*fM;aCk9G3det+H?k|X6Ik0kIZA9ydxo~S#!Z#@XWNgndp2(0D<-jb{B z-~BSVk@9#A54paED^Ha#Bu2_Z9!cQtJ|v6n=ezUp{Ie1AkVg{Ghos?ssSo;)1oR)7ukjF;g)jr@E+3#bWe74`8w}#|MdB`IPe98yjOR^{G z&hA?e0&tRtJT?NW`GB|NYWsJ;Om3t+Udw~0%NY`Sw-L|>eMkcOkTm>$=z~5a0ewgs z-Vgeq4@p2Dl7{z#KAh7B=0dVd>dt5T{dwy_0Iu?o$421OKHwqQ`(d5zzBOb<%0nJW z;4D6{50X7ncXr=;5P*|Beh+8fB5z2Hl!rW$fIcLR z_5K~^{G4AB(1)bq_gNqGAqnV1((r!JhtK!`camLDcRt(i&sz@yaFvHVHUgja0T0RE z59?(2tsyf~9`Z;6tN6e^NzPymiIMV^g$nzfIcJ*?+1O*ha~VRA9ydxo~S#Y?f2)c2LZUsLmnG} zPy2v}WbcP{visJM87U8WB!N|YV4oysu!h7)dB`IP=tI)@{J&?Mhx14Rukztl&t>mE z9}*+wA&(@W4@twnyZWFHNkAWxhWCR$=tC0Fhos^Cpbz?x1pd_revjmt)Scb89t7Yd z4|!|^&gKJNlD$9H$?jW2W~4mikpx!pfqjyk!5R`H$VcmKVkOwBnV$wjkjF+~ zH6QSnTy6jEm&uKkhdh#iJ|vCx?q}!c{E~n^Bn`jM`tTVa^g$nz zfIcJ*?+1O*ha_+oAJ_-U9<3oUQXcY10{W0N{QIsC`j7AgFYkyeMlPK5Bji{5A4>tL1Lsl^g$nzz^8oRy(D|GhQvsD$Ri2pL(=f?xjyJa63~aF;r*Zw z`j7A!9U+uALtwM#@7TNkAWxhW}2{2YpBa`j9ldAM`;Vl7K!W z4etki(1#?T4@txOK_B!X3Ft%8@P5z-eMkcOkTkp>^g$nzfIcLR^W6{Z&N)G1q&(!2 z1oRGH6kOcH0X?Q>AgFYkyeMlPK5Bi`FNkAWxhWCR$=tC0F zhos^Cpbz?x1oR^g$nz zfIcJ*?+1O*ha{j6NyGa=AM_y!=tI)*e$WSfNCNthG`t`5K_8NUJ|vCv-4E=}IYDBi zJmirC^dV`S?;dkL&L;`zL(=g3st@{*1oRA!9U+uALtwM#@7TNkAWxhW}2{2YpBa z`j9ldAM`;Vl7K!W4etki(1#?T4@txOK_B!X3Ft%8@P5z-eMkcOkTkp>^g$nzfIcLR z^W6{Z&N)G1q&(!21oRGH6kOcH0X?Q>AgFYkyeMlPK5Bi`F zNkAWxhWCR$=tC0Fhos^Cpbz?x1oR^g$nzfIcJ*?+1O*ha{j6NyGa=AM_y!=tI)*e$WSfNCNthG`t`5K_8NU zJ|vCv-4E=}IYDBiJmirC^dV`S?;dkL&L;`zL(=g3st@{*1oRA!9U+uALtwM#@7T zNkAWxhW}2{2YpBa`j9ldAM`;Vl7K!W4etki(1#?T4@txOK_B!X3Ft%8@P5z-eMkcO zkTkp>^g$nzfIcLR^W6{Z&N)G1q&(!21oRGH6kOcH0X?Q>A zgFYkyeMlPK5Bi`FNkAWxhWCR$=tC0Fhos^Cpbz?x1oR^g$nzfIcJ*?+1O*ha{j6NyGa=AM_y!=tI)*e$WSf zNCNthG`t`5K_8NUJ|vCv-4E=}IYDBiJmirC^dV`S?;dkL&L;`zL(=g3st@{*1oRA!9U+uALtwM#@7TNkAWxhW}2{2YpBa`j9ldAM`;Vl7K!W4etki(1#?T4@txOK_B!X z3Ft%8@P5z-eMkcOkTkp>^g$nzfIcLR^W6{Z&N)G1q&(!21oRGH6kOcH0X?Q>AgFYkyeMlPK5Bi`FNkAWxhWCR$=tC0Fhos^Cpbz?x1oR^g$nzfIcJ*?+1O*ha{j6NyGa= zAM_y!=tI)*e$WSfNCNthG`t`5K_8NUJ|vCv-4E=}IYDBiJmirC^dV`S?;dkL&L;`z zL(=g3st@{*1oRA!9U+uALtwM#@7TNkAWxhW}2{2YpBa`j9ldAM`;Vl7K!W4etki z(1#?T4@txOK_B!X3Ft%8@P5z-eMkcOkTkp>^g$nzfIcLR^W6{Z&N)G1q&(!21oRGH6kOcH0X?Q>AgFYkyeMlPK5Bi`FNkAWxhWCR$=tC0Fhos^C zpbz?x1oR^g$nzfIcJ* z?+1O*ha{j6NyGa=AM_y!=tI)*e$WSfNCNthG`t`5K_8NUJ|vCv-4E=}IYDBiJmirC z^dV`S?;dkL&L;`zL(=g3st@{*1oR+S|;lVk{K0oWEeMs!*+4%H+tmnDOWAK0j2_@=I`}^GB^lm==KI?ft z@aXJ$*`Eo>XXeq>yZQ9{tmldRmIt3Bc?xx>{Xw9)P|N37KF!m5=6e(moFJ~NN@!}^|loclfJ&V9)ISI<6=^*qsc@!&lq zyP)p8dcV*6>biMa4+3z%3lGjo_W4;S?L%Te&&H?sV?EDJ9)kxQNGMTv+TZ5}r+4$| z_gT;L`7IAVNA^5fC+$OGKjpK}h1F;I^yjT1Ir6tW_#DYos5|Y?eC0FqINFbXp7r;< z|CJBFN8&Ygr~M`}*YcTpbk%&UXF{Li!Fx$|McrwC5NIyc@|pQG59@pIanARc^H=vC z^ItuGI-mV{!k^;7dr5Xh-MM}hAl z_GkX`nRz_xM}OY>d!GNwhu{ygDN@!-8AyQ1z~z2E0~b=|zI2LZUt0|Ik4pSk<^ z|G&xpOyJ%8`hC{l&*QFqI5!C;>Q4KEKy#sfH=ll=^*o>7^5Ao1&y#i1J|y;2KKoo) zeU?vu-Wrl4kK(~|NZvx-X@BM~pP9$Ae)Q+9zvuZXK0KGiYwAw>O=Pa+^F5E|WBndp za3*;xb*KG7pt(@XXXev9tnb0cIp1T>U)_7mfA#$7eD>!Fe~Jh1CD|2q=hgdt-oMt( z%X$!it2`huXY-l6{&(}U@#+0o&&JB*cRb)k@>|rM_6LFHLVYx!exCKr|F=B&9NF_? zowN^${glr>7gnF;)1SA7ERS$VK8 zl3i1GUcKMv{cGL4tOo(O$^!y(HlMlce>XoHpWcu4Y^*$f#{*6zzeU|?e-LOc)JOB_ z=ULDEkK(~|$et(bq9WnQQrc&!hQRpMw{3AlVglr~N^oxlrGYPoLL%_T#ENu6nMozQ>+- z-)p$6n$CNk+^Rg-H_54}J6G@bdHz~A59>hyuJZUD4>*y{k9E>MB=+-YKK(rFnY%oG z#{*6zzeU|?e-LOc)JOB_=ULDEkK(~|$et(bq$~yk^ICuJ!>9Q0UXoo>ciJBWnhW*a`1EU->Y_q~S8s_DGv$*szReUqGuy7TJ&KJQO;^RONS;3kjX@qiQA{8%ULLt;OV z=F`u!p1I587#?sWc`9|M{Xw9)P(RD3KW{zrJ&FgZ|eT^H|UGzbcQbp6jdcspsAI8ZN7*^PVSnRUVv+p=i+ z^7tJOIFZedb<#d0_VZ{y{XFZLyF8BJ0Y{RjQg_-P1ey!=vwZsV)-&IC@!&mV&y#i1 zJ|y;2J~Nl*VSP?M%!Oo^)SdPRf#yPeH$Ht{>)DU9@L(Tg`^q|L9}@d{H$Ht{>)DG{ zc(6~BQ&4x>9|W2U_0{(ys)SdPRf#yQ}ET8_o_00EO zJa`Y;^JJa04~hMh&&;KHSf7&*b0OI!b*KG7pt(@rjZdG~diG-#9_*8BpIImELt;O# z#;4C?JiwV2+vm3)1mGr*f8zl+vU##j+K0q`KFg;+Z#{FB$9s6dndGh1o%RQT=0e?k ztY==I;=y~#o)_z+eMs!5d}c1q!}^?jm0`^-9N z9}@d{H9mbF>v`^1;lVjbPD$Nqe-LOc)T{C7{aVlSy(*8Zp6jdcq37NA8ZN7*^PVSn zRUVv+f9?L%Te@5ZOkYdw2$79Q+_WS7*P_6LFHLVY(reO~L?k5zcE zPqKYxowN^${k$5VK9BW0_p9*W93-ct?zBG$G#BdC`1F3Q=lNch$5qeu)%Vcz?t2ZF zRnvLTle;Sq&P_svx^wmZPv`0LSq}nmlgGdDfE(F7Stsp7Vn3hd)1SAVxys``Jm5_7 zR_adsgFthkZa&sCue0)CUu4gdb<#d0_VaFh`n=Y&7pw4KpCqTC?zBG$G#Bct@#*te z&+}h}2m2)3SJp}Ukl4?w@#*te&vU;D56(eyO6pGggFthkUX4%h*Lt4sRe4w@Beh3KA-g<05^HOh6h~9=FK{39}@f7e5_|q^7sr7 zxRdOHy3_t3&|IjSkM+#!tUTBk+4E$bv=52>yc?fBul4N3Dm>UH$tkEi?GFOYh5BlI z`aIV2{I9};bCB&b>!f{1?B{BHdcW55T(81|bC8^py3_t3&|Iijdve6`#jcz0CShedw9T^Z2qj1_93yK&BuD?B#(3Q zU@j!Pr0%po2*9OzSf7&*b0K?vtdsU3v7dM2)91CGy;y|@`y@F9b*KG7pt(?AjZdG) zdY=DPcyJD~eP*4s4~hL;jZg2_dYnnuqn8e3%>A^JSg14~hM}8lOIo^*r}gc(6~BQ&4x>9|W2U_0{dw{rykj+{m6U>!f{1?B~_^^m(l3xnG3`=O8)d|Jylx9od?!h<*bCe8dZ2 z;o)KN2sk_jI0zRkJf4YX!(mFBr7tq7db;cO>8kUyG#W)m?o)Yot{s(q?_6o{t=5M? zbHN{tPxq@|=X(|&oCEE=vW{AZ#A7`gpYB(`&h;uhI424Pe5>^#&|L6)rKF&2| zlLYpX2l_zi5#MTk2*9Oz=#R;VxuHE@)=}$_c&umR)92Bzb3Y3Y&Vh1De5>^#&|L6G z*ZE$B2j@gP&#a@?A@NxE#;5zyuXDQ!56+1~0pDtU2s9V`-uQGs`gMM1<#E&VX;dTD{M!9|Gj!C_LyB?fzLutwZ9mo{dkRN59VfEIc>|$|>=!)`viI!5@uJ z_p4v$dlep>6YV^+j#`JrW8E8{?nl4QO&-Go4k(oHt=1oNgVU?|^!xPde9p?_tmpdZ zd*pc^=Nc|YRp-40?h?~G(O$0 zex2`CcyLa%^UOMG9TJaqZ+yBR{W>>!3=cS!a_H z=Y5=OxExiT_c}Rw{2C9qq3nWh-CMo;(GLOUCXapaU=C={hjr9CBu1NuUOq|SD0!ey zlr!L4uU7B#>W2WiI13NXf%f@WN3BERu^x?2_p4v$dKDg=6NLi4)%p-3;O< z{I0@-bE2JB)=}$_c&vNl)BWhzxyfUAzyXC4zSa6;Zg6@vpMIZyozGc$ob_BEeUCiv z<6Oh#sOr4e$;so_c)$&17kum9>fMii2rxH!9D@gQLVJF!qgSi^#&|L7Z=F{)fuk$%8kF%cZqwkUD zeVl8!995n7Iyrg#8V|Uk?1FFITfO_y4*}*Tk7Mv)PH4}Mb@XcWKChl6jLPF2JeVWO zsqn35tM_^ILx8!Tg$L(A`+TgU)*SJ2m=oIbV;#L(z0a#B38V5j2M^|maw>f5 z+3I~B{SaX8SK+}q(LO)xsC7s@*1hrRe)Q|yuEK+JqENuMS|0+<1-~~w-H(2qpFAM2 zYUg>a`tRm@YdqkD@+o|)^&!w)@LTig{q!sUv+_9Wxjy=yc;3gkhRada zd9Ra`$ItM9E6Q8&t*@^4`}9MAxya)fJeU*O^J5*oTD{M!CkdnSI0p~rh;k}?>)Gmk z9{mtt?pNW#Inh2p>!@`|Jl4JO>3;O<+~hGl;DAC2-)j9aH#ohTPrpyU&PN^)She%I zR{eMLz47UO^lM_}@iiWBLirTF)%p-b%#< z$>V2uz!l{!_|{j~`+fQ$z+B{U4j#-A?fJ5fo~_>J(KG2$d7Og>b3{26zV&SNK97C~ zF!!tQ;GAfmpLNtaBp&PD_;f$|b#C$)9&kXRgm1O}m>Zm4&8Od|U*{u_uknBr+IeOj zwGN5Lx;3BPPrq`P$Jcnk3FTAxR_jBcx!||v)BEXH{%7TJ)^mOIJ@LGca}AfHs`Fka zCy$@u0aui_;9Fl^@Av740CSPYIe0KfwCBq@dbWC>N6(~3<#7!j%o*j>_|~J)hlqJm7#r3Eyh{F*i89noqw^zs^Sok8OCs5oK3=tMwt!T=38G>F4z;-?Q>K>$yJq9(dlzxrWP8)p@Uz zlgH2SfGf&d@U5?|_xtoifVs%y96XpK+Vf={JzKrcqi52i^0)>M=8SS`eCyHb-LHNK zFjsj%VAbZcR{j5V-5a0oN53Xk9>W6;D3tK6)*o|&)2sRP`}FI4qIy1=(?UGM$$LjdmbI0p~ri1vJ0N6%L8^XQrMs64L0gE^y|8sB=fdiSdz0?bt& z5LmVOtX2Qrd~bZZAN`tGd3=oroKQZ6Z?!%InhSnwKE0oQ3;NUV&(BQ9&keW6u#B^5NIy=t@-qR`jx*tw&4LswDZh5Y8?`f^;tgs zynf{>k8OCs5oK3=tMwt!T=38G>F4z;-?Q>K>$yJq9(dlzxrWP8)p@UzlgE2_z#XLv zeCyWr-cLUS;4Y7A@L3XA&(mYa)3ew-@3PY_oE*I%uOB;She}A z)!)Aty^ipk8OCs5$!y)j#`Jr zV||uSKd)c8%HuUW;EeKCe5>^#&|L7%N5AsA3XiLt)7&%Z$2niC$8*kiotZq|!vpRp zUEo`{uJ?ZWApm!IT!RO5MtlCOqerWEzj`J)Di3+w2#^C5D)`pD)w>`45MXZd_!(+dFKmE#G9$(`DCzMa&Tdfa)=7QgvPw%H+`O9M)9&kiE&#a@?A@NwB z<^ZFqGS9x562XjVy{;Z=%t9QS8COIk(dE5w)0~9Lw*1grcAN>$uZu0mV4>+OC zk9E{KBp&P5e0o3q%3U7Y@PH%AuJ~5#L!i0fpXJlf>sP+=*oFrj(atODsC7s@)@S+j z^ZJ#mJYK^C&M0riw^|wERicb$wp_Q`{} zpmd3EeYW1u>xTeb`4Ix%_3BfqyF<$-k+YWUVy*ZY0?A;4VZ z@iiWBLYp7!sC7s@)~)&Ue)^TWJhtHhN0eRht=5M?bHP8$r=QoaeC6>P9&koG&#a@? zA@Nw7kACGOkN5C^J4zS$R_jBcx!{|Re&ux)9#=W1xo6UkbG}wT|966Z{@vdBt`m^Q zK6x+~lrHhD&(`~S{SbhwJmf(JQac}6yZyYkdiSGWCngVhB!Q3ez&grj@U5?|_xtoi zfVs%yYdqkDHb2%;>yUV?Tl4At^ecCHY{LVND7)fYtq+0bf`67zKd)c;%HuUW;EZ;j zSx2oy;;}X#{mMxm`{cn~P`bpoS|0*%X&(A(@Nv%9nDb}fb8>+8^Q`YxyI=h}DS7OJ z2XjE_3g7x{y`R?)0l3OT9%LZ3^O3dN&wHzPKl*iI@{mUo_$UvoqkIP6`s#YWPd@~h zi#)dB0Y|j?vW{AZ#AAJyPd~3;xyoZ39&kk272j%o2s9V`vwZq_{mNG!ui*h_wDZh5 zY8?`fwfX2*PV(3%59Wf>CBD`A5P(bb&|ia(bH2u$Kl`4O1GJxKeXrX6>eorh;}|@c z6H3?k)~@S^0G#9@j~ju`1GzwtR_}iGOmb8n@<;+7<$-mS&){2MUGMklhX8Yt$2L6R zh&Er=QR|R+tk3f4=k+UBdAx=PoKfD2Z?!%InhU=9=vQ9ycn=S_qn%gQQR|R+tj$Ni za+1eBc`z50F7d6_hX7ofhyEITobxs2{Mq-M9H9L?>*!~7o_m#cKl+utJdVMGIiYlo zZ|%B%2*61m^0*OrHV@)Q9grjeRaLxryl~$MIPJm zfFs&`Sx2oy;;}xHe7gQ>-~H;>3CQCZJeU(o z*Z9`1>xTfG*%ZN{XRXD7?p=SlEAO#fzP4riErJy-uvl?0NmxV z4G%b?&6jo5IwT(JvwZq_{mNAyui*h_l(*trtq+0bf^RyQ|2 z9(wsCfurPsK2gqqZ@pT*&#NB-+UE zpLNtaBpz$?(XX83u}>b%1*J=TtMwrOm*%0D&yB#|@Z zPn0v@Td!8{^Xi8HxwtBitDgI6b7#(IpPzN~yLI;2O1mHZN>(1{;K3YGPNj#$s66D6 z1h&pY?tS~Y_y6g7zfZpsmxnx(z^~?k&!OyzZ{51y`{{=O+~x5a9&kpRKkKMj3rd&xR_j9mF3m$PpBsUr<%8U!-9PK-)#`m-JxLgq$1!*?CzP)7tyin} zdG$kpTwI-p97w=9bFrT8{?Bn+*L%P3dh@vwl*c)FFjtgQ>LD>I4|ybkt@Dt3-+u1> zf4bi9)33zkA&(^RQ+Z%tly~A=pRM=v`XK;UdAx=PoYCgbI%*vfkG1*eS5ETSClBU= z(j~st`VfFi^U%xZM&M}qAh&4u&pLXwdY@NM5=P~54j#-AefxcWe!A}bSHkj;M-q5d9(WH* z5BSz+>;1fb2*6by`{2PG(4G(LsC7t;HV?gglE6{&K%XdQz_(tl-sja10dgUaWAI>3 zXwQ#z^lJ4!ubw1~%Hte7m?O%m@U3U7_j&X~fVs=#F%P*s=5n^&FlV&S$2$7mI{SQ8 z`+fSAoIK=_1k6Lyxc_%g`N$^;Je!C7?Ct0N{CDfUpME7O4|ybkpUMOKqP!E|`fR%3~iqm;>7LVI8#&iP7evmroKnN*?GF`Tqt+oY+C22~Ndia71AU^L0pEJHdY@N61jvOv&cTB@qCH>M(X-Y2JbETQ zDvxXMV9qF~#!_0CSbc*LcY3Yn;xOE9Q>&`B+CktMlAfwfEDnff zuU7B#>Pf<=JdVMGIiYloZ@pT*&#NB-SekCUlc_abzkTmZ9T~j{t zNdnL2AwPTjxj+Bidhe%SiONGBN#I?1;Jqk4;aj_|9|CZa$1!;@H?-%;I(oHwpI1*3 zM&)r19?TKtRQT4j)%!g9A;8?_aSk5L5$*Z1j-IXF=g~9iQF&a02XjU_HNN#|_3l?c z1emKlevOCRevRAFa>ty}?w@t^yLI+Kdp|v7M&%)oBw!wr#{Iu*%11s)VCy{O-nXB7 z|Ih0EynZDn4|ybkcjbZiqV$As?Ye#lz)2p*(T1nuYL$HS9yGoha5@J z_c*f4-gwd%+WoPPez(p(Xz!`(zyS3OZmtr32dE*-23)(@Bdl7pVzO% zM z=8X3ISx1jn?|$`6a#SAjxDg-+C{*yRd#iUp`XRvFC*iE;)#Bu3?N zZXWCDp8tJ#^v|2`b%OFZClBU|a!P#b+3I~B{SaX8^0)>M=8X3ISx1jn?|$`6a#SAj zxDg-+C{*yRd#iUp`XRvFZ@<;+l$pd|&oIwwXQF)x3$9lTwe;*$G^X7Y< zpggY0gSn$nz_%W)-u>!_0CSbcHFz**wCB${dbE1?t7np<@{q@k069RRf^Xehz5CG* z0p=!;pWz|bpW(W<+%jjh`(qt_w%*U{Avr1!c_abzkTib(^Bb%3fyAghUdv;BoB1?< zYa--v4j#-A>#OViKK&42F7o(U9&#pOKg*f7yqY)fMf?4% zqtDj+c|9aY=gj{olLfBcCMj>OADTZ$H2K{l0IVfIQ@p1k6Ly@P0B6-^;`L z>H9pLy>5Qi3CrV}JeWHQ1$^t#>fNt?2ryT9$b$@|c0RIp`+0Bm?nl2)Odj$`0w3jp zb(GKGTVGx8_vwcKbCJhuc*yxRocES%=8krMtfO7mLuOPS@<;;aA!*$IJxf0FNdoWA zL-um}`Q82a{&gbqkVg_Q4@txO$~y@RUe*c9DS>(T1nuYL$H zS9!>T45W5GvUdA=f&_mz3r zHV^A=_xU<{-Mp+5l!rW$0C{NTnO?{5t=|3UhrmbklFv2yFn6@`!8*FPdiSGeQls*a zM-uob53Hkn2H*PXdcRLU1el9F-or!g@8SOH+%spi-_JVQbv=gj{r~PN zANeE!^N=+BzL*E|kOa&_((ryT4?mlSb@%(c9ldUT)(Of(9!Y>awDL@^c@6S5gbv=gj{oljnBcCK-9+HON7xQ2ql7M+g8r~1);b-%(?tY)Q zqu0&PIzf5JBMFd)R-Wl~{NC!_kA4VzG%xwc=SHCOK`zj})w>@(lNyzWJd(h#=7GM=8SS`eCyuo-H(0{ci!uS zqg2eflB5T;w5-8-dUAKu*wpo^|xq^?sk8NsP)v9!cO=^T6j& z_QbbtUGM$$Ljdmb*e4I?vd_6}{k>t%=+^tYA7rnQC+F?FlYn_h8lV5YRbKK+0_GuU z`28^t<{=4~hos^Cuyr0*y7zqdUf-IB`>hj~$2E8`XOvUpTVGx8_vwcKbCHKUZUnxY z2Xch=eypQg*Ly!bq(|i;k0kJ`dEj#>d*WNSuJ?ZWApm!I?3;&kBBA@96J0(#FFuDp z`+1*-+^9U{kp#>`()j-0+vF+FBw!wrhTkvqU>=fyc}N=G59Z;yJgiUO=V$MA=epfqhZl ziEn+j-p}iY09@s93?9zu7<2M_MN*yDjevPD4@tm0Bn`hG=D|E90rQYFydTVic}N20 zA!&F&tTgUTXZUnxY2Xch=eypQg*Ly!bq(|i;k0kI@d0=0Zcj8;0t@rc#Aplo-9FvE0JLcT{ z-jQ7AcOzgP%tI0|4@txChj}m$Nx(cL4etl@U>=fyc}N=PzaQ4q-k$CNKUOxojDi3+w2>f&&$Qj!2V;z0A-p}hHIVul%B!PG3f%l^Hgm3M-eh9!x z9@pUEoUbuwzt<$)dEW?_2lJ2w%tO-f`(Yl;LlQ6#NyGcWJeY?hU>=gj@$QGU`}_WX zx^8|}!t#(u5_nY}cn?Ys_||9Z{k(n%z*QddxDj}F9>^iu{jiR9T@RU2dB`IP>?IHM zfzl(swd?vJ04I4|i-&V3@z&|~AC=Yogfmh{$_n`EEZ+*7j&+CT(T;(B;8-aJ{ zfgGaU59?^x^^h5rhdh$NQSv~aC}+?^VpJaTxDhZ1<{$}}hos^6!#tRWBw!wrhWCSc zFb_$xTfGuA^YkQtSSJd(gs@<5*`XV61pR37qJ37Cr;0lyb(D&!%LBw!wrhWCYe zFb_$`()j%z zVO2hm7?p=Sl7M+g8r~n~!8{}Z^N=*WAIyV!NCI2uA@{!h-1~pG-uvlSqVkYO5_nf0 zcrQv%_|~rLhX9=9A&(n@qve6zqDSlBewo~;JmirC%tO*R-u>+S_BB7caW0S;m4`f% zfO$w7{@yVU<{=4~hos^CU>?jv5-<-*!~4NJn1>{=w>)HTx1YPe&+7fWekCRkc_e{% z<$?F2^n`Eix_$`2NgndJ5ja{N$Sr!b{_U5^jmkqFNx(cLjpN?jv5-<-*!~4NJn1>`_9+HOl!`1V!rr|yhpVhC<&-1Sdk;gH4 zFgKJ_=pivG4|ybkqvauczx{l){_S_2pgiP}1k6Ly@P0E7+vb7Yr1tlrP-S7P#zM-td;9_S0D zXFViF=gj{huG?BcCK-9+HON7xQ2qlE6{&aFjk_Yrl{fm4`f%fO$w7{<*|F zn1>`_9+HOlgLyCyNx(cL4etl@aPB;;r@PPlXLa+j5|W2JlE6{&K%XdQ&_iNW9`Z;6 z<{@d^|M@{a@<{^bA!+!1F%RY;2^=jC^nSFy?U%`o%0nJWz&s=k|D0kT%tI0|4@txO z!919UBw!wrhWCScxK`((um*=D|E90rQYF zydTWNIrHFL&pB64<$NJADi3)i0rQYF{Bw?ZFb_$=gj_3j5wZw??aDi3)i0rQYF zu6Iv5f9IbB%tO-fJ}?jFAqkj=q~ZNw9?U}$*jpa5x7*Kq>(74H3CTkqNx(cL4eu}W zU>=fyc}N=G59Yx}A1DS1I+R37q30_GuU_`_9+HOl zgLyCyNx(cL4etl@@UwYXcQ37ChZ;r(D9%tI0|4@txO z;pll_nnyo}{WHl?dB`IPn1`g{?=ACS9+H50NE+S`=D|E90rQYFydTVic}N20A!&F& zm?jv5-<-*!~0<`dDu%Iq{Dt7F)9yvBmwh~H2ghc z9?U}$Fb_$?`@uYzha_Mgl7{z#c`y%2z&s=k?+5c>9+H50NE+S`=D|E90rQYFydTVi zc}N20A!&F&96b+A^XTWWe=f&_k(#b z4@tm0Bn|He^I#s5fO$w7-Vf%%JR|}0kTkp>%!7GI0_GuUct7kV4}0l@bl49hM&%)o zBw!wrhQCM5gLy~-<{@c#KbQyekOa&_((ryT59T2Wn1`g{{a_x=f&_k(#b4@tm0Bn|I}qvwHX9{n8l&m>3XA&(?r9+HN?x6FfiNCM^|X?Q=F2lJ2w z%tO-felQQ_Aqkj=q~ZNw9?U}$Fb_$?`@uYzha_Mgl7{z#c`y%2z&s=k?}xqQVK04< z4*P+`s66D61k6Ly@b`#$Fb_$=fyc}N=G59Yx?jv5-<-*!~4NJn1>`_9+HOl zgLyCyNx(cL4etl@U>=fyc}N=G59Yx<1E~@{mUoFb_$?-y`P1JR|}0kTkp>%!7GI0_GuUct4m2 z^N?jv z5-<-*!~4NJn1>`_9+HOl!(Q^Rmp({`{Xk+=9`Z;6<{@eLd&E4Lha_Mgl7{z#c`y%2 zz&s=k?+5c>9+H50NE+S`=D|E90rQYFydTVic}N20A!&F&m9Q z&td;ea#SAjNCM^|Y504~JeY?hU>=f&_k(#b4@tm0Bn|He^I#s5fO$w7-Vf%%JR|}0 zkTkp>%!7GI0_GuUct4m2^N=f&_k(#b4@tm0Bn|He^I#s5fO$w7 z-VaC51JgYEIqaWFj>9+H50NE+S`d&$FI`XC+l1Bp?2$Ri1uhos@} z5%XXkl7M+g8r~1)!8{}Z^N=*WAIyV!NCM^|X?Q=F2lJ2w%tO-felQQ_Aqkj=q~ZNw z9?U}$Fb_$?`{C$$V46oihy63jQF+KC37ChZ;qNW;U>=fyc}N=G59Yx`_9+HOlgLyCyNx(cL4etl@U>=fyc}N=G59Yx< zBmwh~G`t_ogLy~-<{@c#KO8*|O!MgHuzw~wDi3)i0rQYF{Jmu!%tI0|4@txO!919U zBw!wrhWCScFb_$ zPk;EczxngO`Tw!}?QehgkN^AM|Ml1Z`P=Qke-*>}uRq+(zyHg>{{6rG`+xlNKmEmD V-s~U#_@96HqyEnyAO7vP{{usk)uaFb diff --git a/examples/benchmarking/solvers/matrices/initial_conditions/nucleation/nucleii.npy b/examples/benchmarking/solvers/matrices/initial_conditions/nucleation/nucleii.npy deleted file mode 100644 index 7c8a2977f0681dc1fb745b5bc05f281e4affc6a9..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 128 zcmbR27wQ`j$;eQ~P_3SlTAW;@Zl$1ZlV+i=qoAIaUsO_*m=~X4l#&V(cT3DEP6dh= XXCxM+0{I#SIts>`ItsN4WCJb$SC1QR diff --git a/examples/benchmarking/solvers/matrices/initial_conditions/nucleation/stats.txt b/examples/benchmarking/solvers/matrices/initial_conditions/nucleation/stats.txt deleted file mode 100644 index c72d345866..0000000000 --- a/examples/benchmarking/solvers/matrices/initial_conditions/nucleation/stats.txt +++ /dev/null @@ -1,2 +0,0 @@ -time fraction particle_count energy -0.000000000000000000e+00 0.000000000000000000e+00 0.000000000000000000e+00 0.000000000000000000e+00 diff --git a/examples/benchmarking/solvers/matrices/initial_conditions/nucleation/t=0.0.npz b/examples/benchmarking/solvers/matrices/initial_conditions/nucleation/t=0.0.npz deleted file mode 100644 index 4aa2847d03edd1d22ed0d0418af368d781475434..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 8000260 zcmeFyu?pbXS%={X1_Ub&xqz`6g+(@>Orx_OR#Wncx2>KmLR7|M0{7_|p&n^C$oPKEUA{oCLF?&n{9^Yw3k{bxV=^2;y3 z`1twfKmX$6e|-FZ{P?5a{ZD-O-@lo2fA;Gwq0i?6Jn+y0JhXZ>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjm4z8<#b?|YB`eoM}& zhaN4!Lu=S=9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%x zv;YsSVIO!H4?6gJ(E>cQhMnYrhZf+WHS7ZqJhT80tzjQ{;GqS0XbtHrE2Oe60 zht{wU*B-X+^}X)fvUBR8M+@-K8g`ur9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI0 z53OMzc;KN0cxVm#zyl90z(Z@;hgUtk`tH^5{aa#AJ@jY+9$Le9k_R4IfQQzw4?OVD z0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJZt4_o*8UiWR;IrY$^ z1$bx;yUqg-ExHV#0}n00Lu=Rv9(ZU09$Ldb@W4Y0@X#9efd?L1 zfQQzw4?OVD0z9;aec*wI7T}>Z?8CK(t$Tg1`?lHrE2Oe60ht{wUJn+y0JhX;=;DLu0 z;Gs3_0}nj301vHUA9&!Q1$bx;`|zrVSKqz*y?;y0sfQjdz(Z^JPV&G*3-Hhy_JIc; zT7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt;t?P2R)-|N0DJEtCc zv;YsSVb^)!p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0 zJhX;=c-6zJ?_T}hza{3>Lys2Vp*4IbdElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp z3-Hhy_JIc;T7ZYvun#=&&;mTPhJCp9uywERb>EhqQx82_fQQzw>pbw#0z9;aec*wI z7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjlP>fzOQuYT{}5_9UI zM+@-K8orY}@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB6 z0UlbzK3sd)y4Ux*Z_Cc9haN4!Lu=S|9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD z0z9;aec*wI7T}>Z>;n%xv;YsSVIN-g@anr)zxQv6IrY$^1$bx;-$@>LXaOEt!#?o9 zLksZG8uoz)9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzu03qs>wDd|W#`mG zj~3veHS9VMJhT80tzjQ{;GqS0Xbti7OFF{d7Sv;YsS;XBC#4=un$YuE=K zcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!?lO4dws9_w(OjG z=+Oc^w1!>hfrl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp z3-Hhy_Tg0zufBWrd;gZ0Qx82_fQQ!bo#cUs7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y z4=un$YuE=KcxVA0TEjl@z(Wi0&>HsP+QZhpzSn(Qc1}I?XaOEt!>;qdLksZG8uoz) z9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#@T!Mb-@W?1e@o1% zhaN4!Lu>d>^1wq2@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$l zp#^wo4f}BIVe4Ms>%J{JryhE=01vHU*LmQf1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA71tF>bqCJ_iu?g z_0XdQcxVmZNgjA;0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7Zq zJhT80tzjRoJ#5|Ud)>EX=hQ=w7T}>Z>^cuTv;YsSVIO$lp#^wo4g0_Y4=un$YuE=K zcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUuX=d(-K*dGx5S)!=+Oc^w1)2_4?MI053OMz zc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun*TBw(j-4?%T3+ z>Y+yq@X#7|od+ITfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y z4=un$YuJZZJ-qtv)$jdVVop8uXaOEt!*`Mg9$J8h*02ve@X!K0w1$1)frl30p*8FS z4?MI053OMzc;KN0cxVm#zyl90z(Z@;hiea8_xfJZ?8B=bUVZoK_x>$0 zryhE=01vIHeXskr?3{Y&(E>cQhF#}@hZf+WHS7ZqJhT80tzjQ{;GqS0XbtzI*k1|CX3j4?S9dht}|&OU$W<9xcE_Yxqv`z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;= z;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`*7`H>t5gMzAZba9(uF@53OO>dElW1cxVm# zzyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJAR|!>jLJ{ocPN z=F~%v7T}>Zd?$I}p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wU zJn+y0JhX;=xc0DhukUr=mYq`%Jz9W=*0Ae5@X!K0w1$1)frl30p*8FS4?MI053OMz zc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKD_GT)pxIc@81%0>Y+yq@X#8*lRWUy0z9;a zec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjkEd)T_y_quP( z&Z&nUExZ>;n%xv;YsSVIQtNY~Aa7-M3}u)I*OJ;Gs3_IuAUw01vHU zA9&!Q1$bx;`@jPaExcQhVLW~JhT80tzjQ{;GqS0XbtH?)AOy+p=@&p+^hw&>D7~2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_ z0}nj301vHUA9&!Q1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;= z;DLu0;Gs3_!>b-%efR43{w*=59(uF@53S)l$pa59z(Z@;2OfB60UlbzKJdUp3-Hhy z_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHSEK+hpl^kulu&_oOZ z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HsPRS&Ped-Z$& zmY7oyJz9W=*6^L=frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60Ulbz zKJdUp3-Hhy_Tk#Y*1f*heOq=;J@jY+9$Le$^T0z3@X#9efd?L1fQQzw4?OVD0z9;a zec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g2t_hgaXd`n`Wk%&CVSExFszJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUAFe%Y-RpbZ zw`J$lLys2Vp*8F}4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy z_JIc;T7ZYvun(_#c=g?@-}|@3oOHrE2Oe60ht{wU*B-X+^}X)fvUBR8M+@-K8g`ur9$J8h z*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;hgUtk`tH^5 z{aa#AJ@jY+9$Le9k_R4IfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo z4g0_Y4=un$YuJZt4_o*8UiWR;IrY$^1$bx;yUqg-ExHV#0}n00 zLu=Rv9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z?8CK(t$Tg1 z`?lHrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`|zrVSKqz* zy?;y0sfQjdz(Z^JPV&G*3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80 ztzjQ{;GqS0Xbt;t?P2R)-|N0DJEtCcv;YsSVb^)!p#^wo4g0_Y4=un$YuE=KcxVA0 zTEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=c-6zJ?_T}hza{3>Lys2Vp*4IbdElW1 zcxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJCp9uywER zb>EhqQx82_fQQzw>pbw#0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$ zYuE=KcxVA0TEjlP>fzOQuYT{}5_9UIM+@-K8orY}@X!K0w1$1)frl30p*8FS4?MI0 z53OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzK3sd)y4Ux*Z_Cc9haN4!Lu=S|9(ZU0 z9$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIN-g@anr) zzxQv6IrY$^1$bx;-$@>LXaOEt!#?o9LksZG8uoz)9$J8h*02ve@X!K0w1$1)frl30 zp*8FS4?MI053OMzu03qs>wDd|W#`mGj~3veHS9VMJhT80tzjQ{;GqS0Xbti7OFF{d7Sv;YsS;XBC#4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0 zJhX;=;DLu0;Gs3_!?lO4dws9_w(OjG=+Oc^w1!>hfrl30p*8FS4?MI053OMzc;KN0 zcxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_Tg0zufBWrd;gZ0Qx82_fQQ!bo#cUs z7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HsP+QZhp zzSn(Qc1}I?XaOEt!>;qdLksZG8uoz)9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI0 z53OMzc;KN0cxVm#@T!Mb-@W?1e@o1%haN4!Lu>d>^1wq2@X#9efd?L1fQQzw4?OVD z0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4f}BIVe4Ms>%J{JryhE=01vHU*LmQf z1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;=;DLu0 z;Gs3_0}nj301vHUA71tF>bqCJ_iu?g_0XdQcxVmZNgjA;0UlbzKJdUp3-Hhy_JIc; zT7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjRoJ#5|Ud)>EX=hQ=w7T}>Z>^cuT zv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUuX=d( z-K*dGx5S)!=+Oc^w1)2_4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp z3-Hhy_JIc;T7ZYvun*TBw(j-4?%T3+>Y+yq@X#7|od+ITfQQzw4?OVD0z9;aec*wI z7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJZZJ-qtv)$jdVVop8uXaOEt!*`Mg z9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;hiea8 z_xfJZ?8B=bUVZoK_x>$0ryhE=01vIHeXskr?3{Y&(E>cQhF#}@ zhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt zzI*k1|CX3j4?S9dht}|&OU$W<9xcE_Yxqv` zz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`*7`H z>t5gMzAZba9(uF@53OO>dElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc; zT7ZYvun#=&&;mTPhJAR|!>jLJ{ocPN=F~%v7T}>Zd?$I}p#^wo4g0_Y4=un$YuE=K zcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=xc0DhukUr=mYq`%Jz9W=*0Ae5 z@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKD_GT z)pxIc@81%0>Y+yq@X#8*lRWUy0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y z4=un$YuE=KcxVA0TEjkEd)T_y_quP(&Z&nUExZ>;n%xv;YsSVIQtN zY~Aa7-M3}u)I*OJ;Gs3_IuAUw01vHUA9&!Q1$bx;`@jPaExcQhVLW~JhT80tzjQ{;GqS0XbtH?)AOy+p=@&p+^hw&>D7~ z2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!>b-%efR43{w*=59(uF@53S)l z$pa59z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHSEK+ zhpl^kulu&_oOZ>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=K zcxVA0TEjl@z(Wi0&>HsPRS&Ped-Z$&mY7oyJz9W=*6^L=frl30p*8FS4?MI053OMz zc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_Tk#Y*1f*heOq=;J@jY+9$Le$ z^T0z3@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g2t_ zhgaXd`n`Wk%&CVSExFszJn+y0JhX;=;DLu0;Gs3_ z0}nj301vHUA9&!Q1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;= z;DLu0;Gs3_0}nj301vHUAFe%Y-RpbZw`J$lLys2Vp*8F}4?MI053OMzc;KN0cxVm# zzyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun(_#c=g?@-}|@3oOHrE2Oe60ht{wU z*B-X+^}X)fvUBR8M+@-K8g`ur9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMz zc;KN0cxVm#zyl90z(Z@;hgUtk`tH^5{aa#AJ@jY+9$Le9k_R4IfQQzw4?OVD0z9;a zec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJZt4_o*8UiWR;IrY$^1$bx; zyUqg-ExHV#0}n00Lu=Rv9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw z4?OVD0z9;aec*wI7T}>Z?8CK(t$Tg1`?lHrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_ z0}nj301vHUA9&!Q1$bx;`|zrVSKqz*y?;y0sfQjdz(Z^JPV&G*3-Hhy_JIc;T7ZYv zun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt;t?P2R)-|N0DJEtCcv;YsS zVb^)!p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;= zc-6zJ?_T}hza{3>Lys2Vp*4IbdElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy z_JIc;T7ZYvun#=&&;mTPhJCp9uywERb>EhqQx82_fQQzw>pbw#0z9;aec*wI7T}>Z z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjlP>fzOQuYT{}5_9UIM+@-K z8orY}@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60Ulbz zK3sd)y4Ux*Z_Cc9haN4!Lu=S|9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;a zec*wI7T}>Z>;n%xv;YsSVIN-g@anr)zxQv6IrY$^1$bx;-$@>LXaOEt!#?o9LksZG z8uoz)9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzu03qs>wDd|W#`mGj~3ve zHS9VMJhT80tzjQ{;GqS0Xbti7OFF{d7Sv;YsS;XBC#4=un$YuE=KcxVA0 zTEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!?lO4dws9_w(OjG=+Oc^ zw1!>hfrl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy z_Tg0zufBWrd;gZ0Qx82_fQQ!bo#cUs7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$ zYuE=KcxVA0TEjl@z(Wi0&>HsP+QZhpzSn(Qc1}I?XaOEt!>;qdLksZG8uoz)9$J8h z*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#@T!Mb-@W?1e@o1%haN4! zLu>d>^1wq2@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo z4f}BIVe4Ms>%J{JryhE=01vHU*LmQf1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA71tF>bqCJ_iu?g_0XdQ zcxVmZNgjA;0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80 ztzjRoJ#5|Ud)>EX=hQ=w7T}>Z>^cuTv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0 zTEjl@z(Wi0&>HrE2Oe60ht{wUuX=d(-K*dGx5S)!=+Oc^w1)2_4?MI053OMzc;KN0 zcxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun*TBw(j-4?%T3+>Y+yq z@X#7|od+ITfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$ zYuJZZJ-qtv)$jdVVop8uXaOEt!*`Mg9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI0 z53OMzc;KN0cxVm#zyl90z(Z@;hiea8_xfJZ?8B=bUVZoK_x>$0ryhE= z01vIHeXskr?3{Y&(E>cQhF#}@hZf+WHS7ZqJhT80tzjQ{;GqS0XbtzI*k1|CX3j4?S9dht}|&OU$W<9xcE_Yxqv`z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0 z;Gs3_0}nj301vHUA9&!Q1$bx;`*7`H>t5gMzAZba9(uF@53OO>dElW1cxVm#zyl90 zz(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJAR|!>jLJ{ocPN=F~%v z7T}>Zd?$I}p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0 zJhX;=xc0DhukUr=mYq`%Jz9W=*0Ae5@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0 zcxVm#zyl90z(Z@;2OfB60UlbzKD_GT)pxIc@81%0>Y+yq@X#8*lRWUy0z9;aec*wI z7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjkEd)T_y_quP(&Z&nU zExZ>;n%xv;YsSVIQtNY~Aa7-M3}u)I*OJ;Gs3_IuAUw01vHUA9&!Q z1$bx;`@jPaExcQhVLW~JhT80tzjQ{;GqS0XbtH?)AOy+p=@&p+^hw&>D7~2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj3 z01vHUA9&!Q1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;=;DLu0 z;Gs3_!>b-%efR43{w*=59(uF@53S)l$pa59z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc; zT7ZYvun#=&&;mTPhJE0HhZf+WHSEK+hpl^kulu&_oOZ>;n%x zv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HsPRS&Ped-Z$&mY7oy zJz9W=*6^L=frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp z3-Hhy_Tk#Y*1f*heOq=;J@jY+9$Le$^T0z3@X#9efd?L1fQQzw4?OVD0z9;aec*wI z7T}>Z>;n%xv;YsSVIO$lp#^wo4g2t_hgaXd`n`Wk%&CVSExFszJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUAFe%Y-RpbZw`J$l zLys2Vp*8F}4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc; zT7ZYvun(_#c=g?@-}|@3oOHrE2Oe60ht{wU*B-X+^}X)fvUBR8M+@-K8g`ur9$J8h*02ve z@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;hgUtk`tH^5{aa#A zJ@jY+9$Le9k_R4IfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y z4=un$YuJZt4_o*8UiWR;IrY$^1$bx;yUqg-ExHV#0}n00Lu=Rv z9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z?8CK(t$Tg1`?lHrE z2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`|zrVSKqz*y?;y0 zsfQjdz(Z^JPV&G*3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{ z;GqS0Xbt;t?P2R)-|N0DJEtCcv;YsSVb^)!p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@ zz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=c-6zJ?_T}hza{3>Lys2Vp*4IbdElW1cxVm# zzyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJCp9uywERb>Ehq zQx82_fQQzw>pbw#0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=K zcxVA0TEjlP>fzOQuYT{}5_9UIM+@-K8orY}@X!K0w1$1)frl30p*8FS4?MI053OMz zc;KN0cxVm#zyl90z(Z@;2OfB60UlbzK3sd)y4Ux*Z_Cc9haN4!Lu=S|9(ZU09$Ldb z@W4Y0@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIN-g@anr)zxQv6 zIrY$^1$bx;-$@>LXaOEt!#?o9LksZG8uoz)9$J8h*02ve@X!K0w1$1)frl30p*8FS z4?MI053OMzu03qs>wDd|W#`mGj~3veHS9VMJhT80tzjQ{;GqS0Xbti7OF zF{d7Sv;YsS;XBC#4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;= z;DLu0;Gs3_!?lO4dws9_w(OjG=+Oc^w1!>hfrl30p*8FS4?MI053OMzc;KN0cxVm# zzyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_Tg0zufBWrd;gZ0Qx82_fQQ!bo#cUs7T}>Z z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HsP+QZhpzSn(Q zc1}I?XaOEt!>;qdLksZG8uoz)9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMz zc;KN0cxVm#@T!Mb-@W?1e@o1%haN4!Lu>d>^1wq2@X#9efd?L1fQQzw4?OVD0z9;a zec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4f}BIVe4Ms>%J{JryhE=01vHU*LmQf1$bx; z`@jPaExHrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_ z0}nj301vHUA71tF>bqCJ_iu?g_0XdQcxVmZNgjA;0UlbzKJdUp3-Hhy_JIc;T7ZYv zun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjRoJ#5|Ud)>EX=hQ=w7T}>Z>^cuTv;YsS zVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUuX=d(-K*dG zx5S)!=+Oc^w1)2_4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy z_JIc;T7ZYvun*TBw(j-4?%T3+>Y+yq@X#7|od+ITfQQzw4?OVD0z9;aec*wI7T}>Z z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJZZJ-qtv)$jdVVop8uXaOEt!*`Mg9$J8h z*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;hiea8_xfJ< zZP_{X(4z%-Xbrp00}n00Lu=Rv9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;a zec*wI7T}>Z?8B=bUVZoK_x>$0ryhE=01vIHeXskr?3{Y&(E>cQhF#}@hZf+W zHS7ZqJhT80tzjQ{;GqS0XbtzI*k1 z|CX3j4?S9dht}|&OU$W<9xcE_Yxqv`z(Wi0 z&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`*7`H>t5gM zzAZba9(uF@53OO>dElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYv zun#=&&;mTPhJAR|!>jLJ{ocPN=F~%v7T}>Zd?$I}p#^wo4g0_Y4=un$YuE=KcxVA0 zTEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=xc0DhukUr=mYq`%Jz9W=*0Ae5@X!K0 zw1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKD_GT)pxIc z@81%0>Y+yq@X#8*lRWUy0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$ zYuE=KcxVA0TEjkEd)T_y_quP(&Z&nUExZ>;n%xv;YsSVIQtNY~Aa7 z-M3}u)I*OJ;Gs3_IuAUw01vHUA9&!Q1$bx;`@jPaExcQhVLW~JhT80tzjQ{;GqS0XbtH?)AOy+p=@&p+^hw&>D7~2Oe60 zht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!>b-%efR43{w*=59(uF@53S)l$pa59 zz(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHSEK+hpl^k zulu&_oOZ>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0 zTEjl@z(Wi0&>HsPRS&Ped-Z$&mY7oyJz9W=*6^L=frl30p*8FS4?MI053OMzc;KN0 zcxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_Tk#Y*1f*heOq=;J@jY+9$Le$^T0z3 z@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g2t_hgaXd z`n`Wk%&CVSExFszJn+y0JhX;=;DLu0;Gs3_0}nj3 z01vHUA9&!Q1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;=;DLu0 z;Gs3_0}nj301vHUAFe%Y-RpbZw`J$lLys2Vp*8F}4?MI053OMzc;KN0cxVm#zyl90 zz(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun(_#c=g?@-}|@3oOHrE2Oe60ht{wU*B-X+ z^}X)fvUBR8M+@-K8g`ur9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0 zcxVm#zyl90z(Z@;hgUtk`tH^5{aa#AJ@jY+9$Le9k_R4IfQQzw4?OVD0z9;aec*wI z7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJZt4_o*8UiWR;IrY$^1$bx;yUqg- zExHV#0}n00Lu=Rv9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD z0z9;aec*wI7T}>Z?8CK(t$Tg1`?lHrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj3 z01vHUA9&!Q1$bx;`|zrVSKqz*y?;y0sfQjdz(Z^JPV&G*3-Hhy_JIc;T7ZYvun#=& z&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt;t?P2R)-|N0DJEtCcv;YsSVb^)! zp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=c-6zJ z?_T}hza{3>Lys2Vp*4IbdElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc; zT7ZYvun#=&&;mTPhJCp9uywERb>EhqQx82_fQQzw>pbw#0z9;aec*wI7T}>Z>;n%x zv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjlP>fzOQuYT{}5_9UIM+@-K8orY} z@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzK3sd) zy4Ux*Z_Cc9haN4!Lu=S|9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;aec*wI z7T}>Z>;n%xv;YsSVIN-g@anr)zxQv6IrY$^1$bx;-$@>LXaOEt!#?o9LksZG8uoz) z9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzu03qs>wDd|W#`mGj~3veHS9VM zJhT80tzjQ{;GqS0Xbti7OFF{d7Sv;YsS;XBC#4=un$YuE=KcxVA0TEjl@ zz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!?lO4dws9_w(OjG=+Oc^w1!>h zfrl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_Tg0z zufBWrd;gZ0Qx82_fQQ!bo#cUs7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=K zcxVA0TEjl@z(Wi0&>HsP+QZhpzSn(Qc1}I?XaOEt!>;qdLksZG8uoz)9$J8h*02ve z@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#@T!Mb-@W?1e@o1%haN4!Lu>d> z^1wq2@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4f}BI zVe4Ms>%J{JryhE=01vHU*LmQf1$bx;`@jPaExHrE z2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA71tF>bqCJ_iu?g_0XdQcxVmZ zNgjA;0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjRo zJ#5|Ud)>EX=hQ=w7T}>Z>^cuTv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@ zz(Wi0&>HrE2Oe60ht{wUuX=d(-K*dGx5S)!=+Oc^w1)2_4?MI053OMzc;KN0cxVm# zzyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun*TBw(j-4?%T3+>Y+yq@X#7| zod+ITfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJZZ zJ-qtv)$jdVVop8uXaOEt!*`Mg9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMz zc;KN0cxVm#zyl90z(Z@;hiea8_xfJZ?8B=bUVZoK_x>$0ryhE=01vI< zJIMnNExHeXskr?3{Y&(E>cQhF#}@hZf+WHS7ZqJhT80tzjQ{;GqS0XbtzI*k1|CX3j4?S9dht}|&OU$W<9xcE_Yxqv`z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_ z0}nj301vHUA9&!Q1$bx;`*7`H>t5gMzAZba9(uF@53OO>dElW1cxVm#zyl90z(Z@; z2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJAR|!>jLJ{ocPN=F~%v7T}>Z zd?$I}p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;= zxc0DhukUr=mYq`%Jz9W=*0Ae5@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm# zzyl90z(Z@;2OfB60UlbzKD_GT)pxIc@81%0>Y+yq@X#8*lRWUy0z9;aec*wI7T}>Z z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjkEd)T_y_quP(&Z&nUExZ>;n%xv;YsSVIQtNY~Aa7-M3}u)I*OJ;Gs3_IuAUw01vHUA9&!Q1$bx; z`@jPaExcQ zhVLW~JhT80tzjQ{;GqS0XbtH?)AOy+p=@&p+^hw&>D7~2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHU zA9&!Q1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_ z!>b-%efR43{w*=59(uF@53S)l$pa59z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYv zun#=&&;mTPhJE0HhZf+WHSEK+hpl^kulu&_oOZ>;n%xv;YsS zVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HsPRS&Ped-Z$&mY7oyJz9W= z*6^L=frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy z_Tk#Y*1f*heOq=;J@jY+9$Le$^T0z3@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z z>;n%xv;YsSVIO$lp#^wo4g2t_hgaXd`n`Wk%&CVSExFszJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUAFe%Y-RpbZw`J$lLys2V zp*8F}4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYv zun(_#c=g?@-}|@3oOHrE2Oe60ht{wU*B-X+^}X)fvUBR8M+@-K8g`ur9$J8h*02ve@X!K0 zw1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;hgUtk`tH^5{aa#AJ@jY+ z9$Le9k_R4IfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$ zYuJZt4_o*8UiWR;IrY$^1$bx;yUqg-ExHV#0}n00Lu=Rv9(ZU0 z9$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z?8CK(t$Tg1`?lHrE2Oe60 zht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`|zrVSKqz*y?;y0sfQjd zz(Z^JPV&G*3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0 zXbt;t?P2R)-|N0DJEtCcv;YsSVb^)!p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0 z&>HrE2Oe60ht{wUJn+y0JhX;=c-6zJ?_T}hza{3>Lys2Vp*4IbdElW1cxVm#zyl90 zz(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJCp9uywERb>EhqQx82_ zfQQzw>pbw#0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0 zTEjlP>fzOQuYT{}5_9UIM+@-K8orY}@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0 zcxVm#zyl90z(Z@;2OfB60UlbzK3sd)y4Ux*Z_Cc9haN4!Lu=S|9(ZU09$Ldb@W4Y0 z@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIN-g@anr)zxQv6IrY$^ z1$bx;-$@>LXaOEt!#?o9LksZG8uoz)9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI0 z53OMzu03qs>wDezf9%z<2>>7v1i}8hHh3Pk0JERSOmG>_EjybqCJ z_iu?g_0XdQcxVm(Bo92a01vHUA9&!Q1$bx;`@jPaExZ?89#lTle?9 z?%T3+>Y+yq@X#7|od+ITfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo z4g0_Y4=un$YuJaY9hfrl30 zp*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_Tj3BtM6X@ z-oGX0)I*OJ;Gs4AlRWUy0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$ zYuE=KcxVA0TEjm4_ONw--|N0DJEtCcv;YsSVb^)!p#^wo4g0_Y4=un$YuE=KcxVA0 zTEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=xa#5RyH~&WZ;3he(4z%-Xbt})4?MI0 z53OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun)gIY~A1Y zx^K(QsfQjdz(Z@;bsl(V0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+W zHS7ZqJhT80tzjRodbs-T)$jdVVop8uXaOEt!#~Lb4=un$YuE=KcxVA0TEjl@z(Wi0 z&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!*35;_xHW-+p=@&p+^hw&>D7~2Oe60 zht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExcQhF#}@hZf+WHS7ZqJhT80tzjQ{;GqS0 zXbtLys2Vp*8%IJn+y0 zJhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExuyudm z>%J{JryhE=01vHU*LmQf1$bx;`@jPaExf!3USHJgfi8=MqqXl?q4gVw$JhT80tzjQ{;GqS0XbtZ>;n%xv;YsSVIQt~xcctZ z@BLe1PCfK!0UlbzKgk0RExZ>;n%xv;YsSVIO$lp#^wo4g2uh!`A(M zulu&_oOZ>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0 zTEjl@z(Wi0&>HsPs)wuZUj5#`CFayaj~3veHT;u2@X!K0w1$1)frl30p*8FS4?MI0 z53OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKK%Bub${RMzAZba9(uF@53OO>dElW1 zcxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJCo|;p)3r zzxQv6IrY$^1$bx;|0EAQv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0 z&>HrE2Oe60ht{wUzddZ--}kz2%g(8X9xcE_YuI%jcxVA0TEjl@z(Wi0&>HrE2Oe60 zht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUAFg`1`tH^5{aa#AJ@jY+9$Ldc$pa59 zz(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHSEK04_o*5 zz3$txbLyc-3-HhycAWgAz(Wi0&>HrE2Oe60ht{wUJn+y0 zJhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`|#Vt*8P32`?li z{ocPN=F~%v7T}>Z{F6NJ&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0XbtbqCJ_iu?g_0XdQcxVm(Bo92a z01vHUA9&!Q1$bx;`@jPaExZ?89#lTle?9?%T3+>Y+yq@X#7|od+IT zfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJaY9hfrl30p*8FS4?MI053OMzc;KN0 zcxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_Tj3BtM6X@-oGX0)I*OJ;Gs4AlRWUy z0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjm4_ONw- z-|N0DJEtCcv;YsSVb^)!p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60 zht{wUJn+y0JhX;=xa#5RyH~&WZ;3he(4z%-Xbt})4?MI053OMzc;KN0cxVm#zyl90 zz(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun)gIY~A1Yx^K(QsfQjdz(Z@;bsl(V z0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjRodbs-T z)$jdVVop8uXaOEt!#~Lb4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0 zJhX;=;DLu0;Gs3_!*35;_xHW-+p=@&p+^hw&>D7~2Oe60ht{wUJn+y0JhX;=;DLu0 z;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExcQhF#}@hZf+WHS7ZqJhT80tzjQ{;GqS0XbtLys2Vp*8%IJn+y0JhX;=;DLu0;Gs3_0}nj3 z01vHUA9&!Q1$bx;`@jPaExuyudm>%J{JryhE=01vHU*LmQf z1$bx;`@jPaExf!3U zSHJgfi8=MqqXl?q4gVw$JhT80tzjQ{;GqS0XbtZ>;n%xv;YsSVIQt~xcctZ@BLe1PCfK!0UlbzKgk0R zExZ>;n%xv;YsSVIO$lp#^wo4g2uh!`A(Mulu&_oOZ>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HsPs)wuZ zUj5#`CFayaj~3veHT;u2@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90 zz(Z@;2OfB60UlbzKK%Bub${RMzAZba9(uF@53OO>dElW1cxVm#zyl90z(Z@;2OfB6 z0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJCo|;p)3rzxQv6IrY$^1$bx;|0EAQ zv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUzddZ- z-}kz2%g(8X9xcE_YuI%jcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0 z;Gs3_0}nj301vHUAFg`1`tH^5{aa#AJ@jY+9$Ldc$pa59z(Z@;2OfB60UlbzKJdUp z3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHSEK04_o*5z3$txbLyc-3-HhycAWgAz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj3 z01vHUA9&!Q1$bx;`|#Vt*8P32`?li{ocPN=F~%v7T}>Z{F6NJ z&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0XbtbqCJ_iu?g_0XdQcxVm(Bo92a01vHUA9&!Q1$bx;`@jPa zExZ?89#lTle?9?%T3+>Y+yq@X#7|od+ITfQQzw4?OVD0z9;aec*wI z7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJaY9hfrl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB6 z0UlbzKJdUp3-Hhy_Tj3BtM6X@-oGX0)I*OJ;Gs4AlRWUy0z9;aec*wI7T}>Z>;n%x zv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjm4_ONw--|N0DJEtCcv;YsSVb^)! zp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=xa#5R zyH~&WZ;3he(4z%-Xbt})4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp z3-Hhy_JIc;T7ZYvun)gIY~A1Yx^K(QsfQjdz(Z@;bsl(V0UlbzKJdUp3-Hhy_JIc; zT7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjRodbs-T)$jdVVop8uXaOEt!#~Lb z4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!*35; z_xHW-+p=@&p+^hw&>D7~2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q z1$bx;`@jPaExcQhF#}@ zhZf+WHS7ZqJhT80tzjQ{;GqS0XbtLys2Vp*8%IJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPa zExuyudm>%J{JryhE=01vHU*LmQf1$bx;`@jPaExf!3USHJgfi8=MqqXl?q4gVw$ zJhT80tzjQ{;GqS0XbtZ>;n%xv;YsSVIQt~xcctZ@BLe1PCfK!0UlbzKgk0RExZ>;n%x zv;YsSVIO$lp#^wo4g2uh!`A(Mulu&_oOZ>;n%xv;YsSVIO$l zp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HsPs)wuZUj5#`CFayaj~3veHT;u2 z@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKK%Bu zb${RMzAZba9(uF@53OO>dElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc; zT7ZYvun#=&&;mTPhJCo|;p)3rzxQv6IrY$^1$bx;|0EAQv;YsSVIO$lp#^wo4g0_Y z4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUzddZ--}kz2%g(8X9xcE_YuI%j zcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUAFg`1 z`tH^5{aa#AJ@jY+9$Ldc$pa59z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=& z&;mTPhJE0HhZf+WHSEK04_o*5z3$txbLyc-3-HhycAWgA zz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`|#Vt z*8P32`?li{ocPN=F~%v7T}>Z{F6NJ&;mTPhJE0HhZf+WHS7Zq zJhT80tzjQ{;GqS0XbtbqCJ_iu?g_0XdQcxVm(Bo92a01vHUA9&!Q1$bx;`@jPaExZ?89#l zTle?9?%T3+>Y+yq@X#7|od+ITfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$l zp#^wo4g0_Y4=un$YuJaY9h zfrl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_Tj3B ztM6X@-oGX0)I*OJ;Gs4AlRWUy0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y z4=un$YuE=KcxVA0TEjm4_ONw--|N0DJEtCcv;YsSVb^)!p#^wo4g0_Y4=un$YuE=K zcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=xa#5RyH~&WZ;3he(4z%-Xbt}) z4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun)gI zY~A1Yx^K(QsfQjdz(Z@;bsl(V0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0H zhZf+WHS7ZqJhT80tzjRodbs-T)$jdVVop8uXaOEt!#~Lb4=un$YuE=KcxVA0TEjl@ zz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!*35;_xHW-+p=@&p+^hw&>D7~ z2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExcQhF#}@hZf+WHS7ZqJhT80tzjQ{ z;GqS0XbtLys2Vp*8%I zJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaEx zuyudm>%J{JryhE=01vHU*LmQf1$bx;`@jPaExf!3USHJgfi8=MqqXl?q4gVw$JhT80tzjQ{;GqS0XbtZ>;n%xv;YsSVIQt~ zxcctZ@BLe1PCfK!0UlbzKgk0RExZ>;n%xv;YsSVIO$lp#^wo4g2uh z!`A(Mulu&_oOZ>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=K zcxVA0TEjl@z(Wi0&>HsPs)wuZUj5#`CFayaj~3veHT;u2@X!K0w1$1)frl30p*8FS z4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKK%Bub${RMzAZba9(uF@53OO> zdElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJCo| z;p)3rzxQv6IrY$^1$bx;|0EAQv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@ zz(Wi0&>HrE2Oe60ht{wUzddZ--}kz2%g(8X9xcE_YuI%jcxVA0TEjl@z(Wi0&>HrE z2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUAFg`1`tH^5{aa#AJ@jY+9$Ldc z$pa59z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHSEK0 z4_o*5z3$txbLyc-3-HhycAWgAz(Wi0&>HrE2Oe60ht{wU zJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`|#Vt*8P32`?li{ocPN=F~%v7T}>Z{F6NJ&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0XbtbqCJ_iu?g_0XdQcxVm( zBo92a01vHUA9&!Q1$bx;`@jPaExZ?89#lTle?9?%T3+>Y+yq@X#7| zod+ITfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJaY z9hfrl30p*8FS4?MI053OMz zc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_Tj3BtM6X@-oGX0)I*OJ;Gs4A zlRWUy0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjm4 z_ONw--|N0DJEtCcv;YsSVb^)!p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE z2Oe60ht{wUJn+y0JhX;=xa#5RyH~&WZ;3he(4z%-Xbt})4?MI053OMzc;KN0cxVm# zzyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun)gIY~A1Yx^K(QsfQjdz(Z@; zbsl(V0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjRo zdbs-T)$jdVVop8uXaOEt!#~Lb4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wU zJn+y0JhX;=;DLu0;Gs3_!*35;_xHW-+p=@&p+^hw&>D7~2Oe60ht{wUJn+y0JhX;= z;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExcQhF#}@hZf+WHS7ZqJhT80tzjQ{;GqS0XbtLys2Vp*8%IJn+y0JhX;=;DLu0;Gs3_ z0}nj301vHUA9&!Q1$bx;`@jPaExuyudm>%J{JryhE=01vHU z*LmQf1$bx;`@jPaExf!3USHJgfi8=MqqXl?q4gVw$JhT80tzjQ{;GqS0XbtZ>;n%xv;YsSVIQt~xcctZ@BLe1PCfK!0Ulbz zKgk0RExZ>;n%xv;YsSVIO$lp#^wo4g2uh!`A(Mulu&_oOZ>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HsP zs)wuZUj5#`CFayaj~3veHT;u2@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm# zzyl90z(Z@;2OfB60UlbzKK%Bub${RMzAZba9(uF@53OO>dElW1cxVm#zyl90z(Z@; z2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJCo|;p)3rzxQv6IrY$^1$bx; z|0EAQv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wU zzddZ--}kz2%g(8X9xcE_YuI%jcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;= z;DLu0;Gs3_0}nj301vHUAFg`1`tH^5{aa#AJ@jY+9$Ldc$pa59z(Z@;2OfB60Ulbz zKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHSEK04_o*5z3$txbLyc-3-Hhy zcAWgAz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_ z0}nj301vHUA9&!Q1$bx;`|#Vt*8P32`?li{ocPN=F~%v7T}>Z z{F6NJ&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0XbtbqCJ_iu?g_0XdQcxVm(Bo92a01vHUA9&!Q1$bx; z`@jPaExZ?89#lTle?9?%T3+>Y+yq@X#7|od+ITfQQzw4?OVD0z9;a zec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJaY9hfrl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@; z2OfB60UlbzKJdUp3-Hhy_Tj3BtM6X@-oGX0)I*OJ;Gs4AlRWUy0z9;aec*wI7T}>Z z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjm4_ONw--|N0DJEtCcv;YsS zVb^)!p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;= zxa#5RyH~&WZ;3he(4z%-Xbt})4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60Ulbz zKJdUp3-Hhy_JIc;T7ZYvun)gIY~A1Yx^K(QsfQjdz(Z@;bsl(V0UlbzKJdUp3-Hhy z_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjRodbs-T)$jdVVop8uXaOEt z!#~Lb4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_ z!*35;_xHW-+p=@&p+^hw&>D7~2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHU zA9&!Q1$bx;`@jPaExcQ zhF#}@hZf+WHS7ZqJhT80tzjQ{;GqS0XbtLys2Vp*8%IJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx; z`@jPaExuyudm>%J{JryhE=01vHU*LmQf1$bx;`@jPaExf!3USHJgfi8=MqqXl?q z4gVw$JhT80tzjQ{;GqS0XbtZ>;n%xv;YsSVIQt~xcctZ@BLe1PCfK!0UlbzKgk0RExZ z>;n%xv;YsSVIO$lp#^wo4g2uh!`A(Mulu&_oOZ>;n%xv;YsS zVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HsPs)wuZUj5#`CFayaj~3ve zHT;u2@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60Ulbz zKK%Bub${RMzAZba9(uF@53OO>dElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy z_JIc;T7ZYvun#=&&;mTPhJCo|;p)3rzxQv6IrY$^1$bx;|0EAQv;YsSVIO$lp#^wo z4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUzddZ--}kz2%g(8X9xcE_ zYuI%jcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHU zAFg`1`tH^5{aa#AJ@jY+9$Ldc$pa59z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYv zun#=&&;mTPhJE0HhZf+WHSEK04_o*5z3$txbLyc-3-HhycAWgAz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx; z`|#Vt*8P32`?li{ocPN=F~%v7T}>Z{F6NJ&;mTPhJE0HhZf+W zHS7ZqJhT80tzjQ{;GqS0XbtbqCJ_iu?g_0XdQcxVm(Bo92a01vHUA9&!Q1$bx;`@jPaExZ z?89#lTle?9?%T3+>Y+yq@X#7|od+ITfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsS zVIO$lp#^wo4g0_Y4=un$YuJaY9hfrl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy z_Tj3BtM6X@-oGX0)I*OJ;Gs4AlRWUy0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo z4g0_Y4=un$YuE=KcxVA0TEjm4_ONw--|N0DJEtCcv;YsSVb^)!p#^wo4g0_Y4=un$ zYuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=xa#5RyH~&WZ;3he(4z%- zXbt})4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYv zun)gIY~A1Yx^K(QsfQjdz(Z@;bsl(V0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTP zhJE0HhZf+WHS7ZqJhT80tzjRodbs-T)$jdVVop8uXaOEt!#~Lb4=un$YuE=KcxVA0 zTEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!*35;_xHW-+p=@&p+^hw z&>D7~2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExcQhF#}@hZf+WHS7ZqJhT80 ztzjQ{;GqS0XbtLys2V zp*8%IJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExuyudm>%J{JryhE=01vHU*LmQf1$bx;`@jPaExf!3USHJgfi8=MqqXl?q4gVw$JhT80tzjQ{;GqS0 zXbtZ>;n%xv;YsS zVIQt~xcctZ@BLe1PCfK!0UlbzKgk0RExZ>;n%xv;YsSVIO$lp#^wo z4g2uh!`A(Mulu&_oOZ>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$ zYuE=KcxVA0TEjl@z(Wi0&>HsPs)wuZUj5#`CFayaj~3veHT;u2@X!K0w1$1)frl30 zp*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKK%Bub${RMzAZba9(uF@ z53OO>dElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTP zhJCo|;p)3rzxQv6IrY$^1$bx;|0EAQv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0 zTEjl@z(Wi0&>HrE2Oe60ht{wUzddZ--}kz2%g(8X9xcE_YuI%jcxVA0TEjl@z(Wi0 z&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUAFg`1`tH^5{aa#AJ@jY+ z9$Ldc$pa59z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+W zHSEK04_o*5z3$txbLyc-3-HhycAWgAz(Wi0&>HrE2Oe60 zht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`|#Vt*8P32`?li{ocPN=F~%v7T}>Z{F6NJ&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0 zXbtbqCJ_iu?g_0XdQ zcxVm(Bo92a01vHUA9&!Q1$bx;`@jPaExZ?89#lTle?9?%T3+>Y+yq z@X#7|od+ITfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$ zYuJaY9hfrl30p*8FS4?MI0 z53OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_Tj3BtM6X@-oGX0)I*OJ z;Gs4AlRWUy0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0 zTEjm4_ONw--|N0DJEtCcv;YsSVb^)!p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0 z&>HrE2Oe60ht{wUJn+y0JhX;=xa#5RyH~&WZ;3he(4z%-Xbt})4?MI053OMzc;KN0 zcxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun)gIY~A1Yx^K(QsfQjd zz(Z@;bsl(V0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80 ztzjRodbs-T)$jdVVop8uXaOEt!#~Lb4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60 zht{wUJn+y0JhX;=;DLu0;Gs3_!*35;_xHW-+p=@&p+^hw&>D7~2Oe60ht{wUJn+y0 zJhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExcQhF#}@hZf+WHS7ZqJhT80tzjQ{;GqS0XbtLys2Vp*8%IJn+y0JhX;=;DLu0 z;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExuyudm>%J{JryhE= z01vHU*LmQf1$bx;`@jPaExf!3USHJgfi8=MqqXl?q4gVw$JhT80tzjQ{;GqS0XbtZ>;n%xv;YsSVIQt~xcctZ@BLe1PCfK! z0UlbzKgk0RExZ>;n%xv;YsSVIO$lp#^wo4g2uh!`A(Mulu&_oOZ>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0 z&>HsPs)wuZUj5#`CFayaj~3veHT;u2@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0 zcxVm#zyl90z(Z@;2OfB60UlbzKK%Bub${RMzAZba9(uF@53OO>dElW1cxVm#zyl90 zz(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJCo|;p)3rzxQv6IrY$^ z1$bx;|0EAQv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60 zht{wUzddZ--}kz2%g(8X9xcE_YuI%jcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0 zJhX;=;DLu0;Gs3_0}nj301vHUAFg`1`tH^5{aa#AJ@jY+9$Ldc$pa59z(Z@;2OfB6 z0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHSEK04_o*5z3$txbLyc- z3-HhycAWgAz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0 z;Gs3_0}nj301vHUA9&!Q1$bx;`|#Vt*8P32`?li{ocPN=F~%v z7T}>Z{F6NJ&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0XbtbqCJ_iu?g_0XdQcxVm(Bo92a01vHUA9&!Q z1$bx;`@jPaExZ?89#lTle?9?%T3+>Y+yq@X#7|od+ITfQQzw4?OVD z0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJaY9hfrl30p*8FS4?MI053OMzc;KN0cxVm#zyl90 zz(Z@;2OfB60UlbzKJdUp3-Hhy_Tj3BtM6X@-oGX0)I*OJ;Gs4AlRWUy0z9;aec*wI z7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjm4_ONw--|N0DJEtCc zv;YsSVb^)!p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0 zJhX;=xa#5RyH~&WZ;3he(4z%-Xbt})4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB6 z0UlbzKJdUp3-Hhy_JIc;T7ZYvun)gIY~A1Yx^K(QsfQjdz(Z@;bsl(V0UlbzKJdUp z3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjRodbs-T)$jdVVop8u zXaOEt!#~Lb4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0 z;Gs3_!*35;_xHW-+p=@&p+^hw&>D7~2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj3 z01vHUA9&!Q1$bx;`@jPaExcQhF#}@hZf+WHS7ZqJhT80tzjQ{;GqS0XbtLys2Vp*8%IJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q z1$bx;`@jPaExuyudm>%J{JryhE=01vHU*LmQf1$bx;`@jPa zExf!3USHJgfi8=Mq zqXl?q4gVw$JhT80tzjQ{;GqS0XbtZ>;n%xv;YsSVIQt~xcctZ@BLe1PCfK!0UlbzKgk0RExZ>;n%xv;YsSVIO$lp#^wo4g2uh!`A(Mulu&_oOZ>;n%x zv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HsPs)wuZUj5#`CFaya zj~3veHT;u2@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB6 z0UlbzKK%Bub${RMzAZba9(uF@53OO>dElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp z3-Hhy_JIc;T7ZYvun#=&&;mTPhJCo|;p)3rzxQv6IrY$^1$bx;|0EAQv;YsSVIO$l zp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUzddZ--}kz2%g(8X z9xcE_YuI%jcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj3 z01vHUAFg`1`tH^5{aa#AJ@jY+9$Ldc$pa59z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc; zT7ZYvun#=&&;mTPhJE0HhZf+WHSEK04_o*5z3$txbLyc-3-HhycAWgAz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q z1$bx;`|#Vt*8P32`?li{ocPN=F~%v7T}>Z{F6NJ&;mTPhJE0H zhZf+WHS7ZqJhT80tzjQ{;GqS0XbtbqCJ_iu?g_0XdQcxVm(Bo92a01vHUA9&!Q1$bx;`@jPaExZ?89#lTle?9?%T3+>Y+yq@X#7|od+ITfQQzw4?OVD0z9;aec*wI7T}>Z>;n%x zv;YsSVIO$lp#^wo4g0_Y4=un$YuJaY9hfrl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp z3-Hhy_Tj3BtM6X@-oGX0)I*OJ;Gs4AlRWUy0z9;aec*wI7T}>Z>;n%xv;YsSVIO$l zp#^wo4g0_Y4=un$YuE=KcxVA0TEjm4_ONw--|N0DJEtCcv;YsSVb^)!p#^wo4g0_Y z4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=xa#5RyH~&WZ;3he z(4z%-Xbt})4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc; zT7ZYvun)gIY~A1Yx^K(QsfQjdz(Z@;bsl(V0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=& z&;mTPhJE0HhZf+WHS7ZqJhT80tzjRodbs-T)$jdVVop8uXaOEt!#~Lb4=un$YuE=K zcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!*35;_xHW-+p=@& zp+^hw&>D7~2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPa zExcQhF#}@hZf+WHS7Zq zJhT80tzjQ{;GqS0Xbt zLys2Vp*8%IJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExuyudm>%J{JryhE=01vHU*LmQf1$bx;`@jPaExf!3USHJgfi8=MqqXl?q4gVw$JhT80tzjQ{ z;GqS0XbtZ>;n%x zv;YsSVIQt~xcctZ@BLe1PCfK!0UlbzKgk0RExZ>;n%xv;YsSVIO$l zp#^wo4g2uh!`A(Mulu&_oOZ>;n%xv;YsSVIO$lp#^wo4g0_Y z4=un$YuE=KcxVA0TEjl@z(Wi0&>HsPs)wuZUj5#`CFayaj~3veHT;u2@X!K0w1$1) zfrl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKK%Bub${RMzAZba z9(uF@53OO>dElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=& z&;mTPhJCo|;p)3rzxQv6IrY$^1$bx;|0EAQv;YsSVIO$lp#^wo4g0_Y4=un$YuE=K zcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUzddZ--}kz2%g(8X9xcE_YuI%jcxVA0TEjl@ zz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUAFg`1`tH^5{aa#A zJ@jY+9$Ldc$pa59z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0H zhZf+WHSEK04_o*5z3$txbLyc-3-HhycAWgAz(Wi0&>HrE z2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`|#Vt*8P32`?li{ocPN=F~%v7T}>Z{F6NJ&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{ z;GqS0XbtbqCJ_iu?g z_0XdQcxVm(Bo92a01vHUA9&!Q1$bx;`@jPaExZ?89#lTle?9?%T3+ z>Y+yq@X#7|od+ITfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y z4=un$YuJaY9hfrl30p*8FS z4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_Tj3BtM6X@-oGX0 z)I*OJ;Gs4AlRWUy0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=K zcxVA0TEjm4_ONw--|N0DJEtCcv;YsSVb^)!p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@ zz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=xa#5RyH~&WZ;3he(4z%-Xbt})4?MI053OMz zc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun)gIY~A1Yx^K(Q zsfQjdz(Z@;bsl(V0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7Zq zJhT80tzjRodbs-T)$jdVVop8uXaOEt!#~Lb4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE z2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!*35;_xHW-+p=@&p+^hw&>D7~2Oe60ht{wU zJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExcQhF#}@hZf+WHS7ZqJhT80tzjQ{;GqS0XbtLys2Vp*8%IJn+y0JhX;= z;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExuyudm>%J{J zryhE=01vHU*LmQf1$bx;`@jPaExf!3USHJgfi8=MqqXl?q4gVw$JhT80tzjQ{;GqS0XbtZ>;n%xv;YsSVIQt~xcctZ@BLe1 zPCfK!0UlbzKgk0RExZ>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJZv4^wyhUiVGe zcj}=>3-HhycAWHV#0}n00Lu=Rv9(ZU09$Ldb@W4Y0@X#9e zfd?L1fQQzw4?OVD0z9;aec*wI7T}>Z?8CN)sk?oz`=;zW_0XdQcxVl~&I1oEz(Z@; z2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHSEJx4_Dtk`n`Wj zyi*T7T7ZYv@SWs=hZf+WHS7ZqJhT80tzjQ{;GqS0Xbthfrl30p*8FS4?MI053OMzc;KN0cxVm# zzyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_Tj3BtM4BD-ajSYsfQjdz(Z^JPV&G*3-Hhy z_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt;qdLksZG8uoz)9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMz zc;KN0cxVm#aMi=rcaMJWpAzrXLys2Vp*4IbdElW1cxVm#zyl90z(Z@;2OfB60Ulbz zKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJD!fFm<=@b>EbIryhE=01vHU*LmQf1$bx; z`@jPaExf!3UN5A(^ ziFfLuM+@-K8orY}@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@; z2OfB60UlbzK5ToKy4&}LXaOEt z!#?o9LksZG8uoz)9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzwmnSU?R(uf zW#6fX9xcE_YuI%jcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_ z0}nj301vHUAFg`1`tH&1{Zrzddg##tJhX=IBo92a01vHUA9&!Q1$bx;`@jPaExZ>^cuTv;YsS zVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUS3O*P_vrWj zDe+D{^k@MdTElme2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx; z`@jPaExY+yq@X#7|od+ITfQQzw4?OVD0z9;aec*wI7T}>Z z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJaY9HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!?uU1yM3?w zrtCZQ(4z%-Xbrp00}n00Lu=Rv9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;a zec*wI7T}>Z?88+LSKmGQy?;u)Qx82_fQQ!bo#cUs7T}>Z>;n%xv;YsSVIO$lp#^wo z4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>Hq(+r!k|zSn(I_MLj@(E>cQhF#}@hZf+W zHS7ZqJhT80tzjQ{;GqS0Xbtd>^1wq2@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsS zVIO$lp#^wo4g0X|Vd`$*>%J-bPCfK!0UlbzuJgb{3-Hhy_JIc;T7ZYvun#=&&;mTP zhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt;t)x*_ykACl;67SSQj~3veHGC&|;GqS0 zXbtdElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYv zun#=&&;mTPhJCo|;p)3bzxPjxcj}=>3-HhyzLPxg&;mTPhJE0HhZf+WHS7ZqJhT80 ztzjQ{;GqS0Xbt->HWlExD7~2Oe60 zht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaEx^t?)qXl?q4ZF?*4=un$YuE=KcxVA0TEjl@z(Wi0 z&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!&MJg-#z-he@eVl4?S9dht}|&Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0 zTEjl@z(Wi0&>HsPs)wuZ9{t`wCElrr9xcE_Yxqv`z(Wi0&>HrE2Oe60ht{wUJn+y0 zJhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`>^d{>TcibzA5`oJ@jY+9$Le$^T0z3 z@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4f}A_!_{|> ze(#?W@6Zd?$I}p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60 zht{wUJn+y0JhX;=*!D1Wx9@e|lzpcjdb9u!tzp-B;GqS0Xbtbpn3_fLs;>Y+yq@X#8*lRWUy z0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjkUdziZ0 z_quP&zEcl9T7ZYvuZ>;n%xv;YsSVIQ_VOx^8!-8W_5sfQjdz(Z@;bsl(V z0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjRodbs-T z(eM3J;+=Zv(E>cQhVLW~JhT80tzjQ{;GqS0XbtsIPCfK!0UlbzcajGl zT7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt~!pM+@-K8g`ur9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0 zcxVm#zyl90z(Z@;hpQg0zI*h0|CD&A9(uF@53S)l$pa59z(Z@;2OfB60UlbzKJdUp z3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHSEK-hpD@LuluI#JN3|`1$bx;yUqg- zExz@)ZM<NkEx$ zZr|&^Df>=6^k@MdTEnjMz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj3 z01vHUA9&!Q1$bx;`*796)pw76@1GLy)I*OJ;Gs2qCwbtZ1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;=xa#5R zyGOtGPlFszJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPa zExpbw#0z9;aec*wI7T}>Z>;n%x zv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjkE^>Fpwqu=|d#5?uSqXl?q4c|!~ zcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUAGSSA z-R*nbH)Y?chaN4!Lu=S|9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;aec*wI z7T}>Z>;n%xv;YsSVIQt~xcctV@BLHaoqFie0z9;a?<5aAv;YsSVIO$lp#^wo4g0_Y z4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wU+a9Lw_Py?#vhUPGj~3veHS9VM zJhT80tzjQ{;GqS0XbtZ>;n%xv;YsSVIO$l zp#^wo4g0_Y4=un$YuJZv4^wyhUiVGecj}=>3-HhycAWHV# z0}n00Lu=Rv9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z?8CN) zsk?oz`=;zW_0XdQcxVl~&I1oEz(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=& z&;mTPhJE0HhZf+WHSEJx4_Dtk`n`Wjyi*T7T7ZYv@SWs=hZf+WHS7ZqJhT80tzjQ{ z;GqS0Xbth zfrl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_Tj3B ztM4BD-ajSYsfQjdz(Z^JPV&G*3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7Zq zJhT80tzjQ{;GqS0Xbt;qdLksZG8uoz)9$J8h*02ve z@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#aMi=rcaMJWpAzrXLys2Vp*4Ib zdElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJD!f zFm<=@b>EbIryhE=01vHU*LmQf1$bx;`@jPaExf!3UN5A(^iFfLuM+@-K8orY}@X!K0w1$1)frl30p*8FS z4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzK5ToKy4&}LXaOEt!#?o9LksZG8uoz)9$J8h*02ve@X!K0w1$1) zfrl30p*8FS4?MI053OMzwmnSU?R(ufW#6fX9xcE_YuI%jcxVA0TEjl@z(Wi0&>HrE z2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUAFg`1`tH&1{Zrzddg##tJhX=I zBo92a01vHUA9&!Q1$bx;`@jPaExZ>^cuTv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@ zz(Wi0&>HrE2Oe60ht{wUS3O*P_vrWjDe+D{^k@MdTElme2Oe60ht{wUJn+y0JhX;= z;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExY+yq@X#7| zod+ITfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJaY z9HrE2Oe60ht{wU zJn+y0JhX;=;DLu0;Gs3_!?uU1yM3?wrtCZQ(4z%-Xbrp00}n00Lu=Rv9(ZU09$Ldb z@W4Y0@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z?88+LSKmGQy?;u)Qx82_fQQ!b zo#cUs7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>Hq( z+r!k|zSn(I_MLj@(E>cQhF#}@hZf+WHS7ZqJhT80tzjQ{;GqS0Xbtd>^1wq2@X#9efd?L1fQQzw z4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0X|Vd`$*>%J-bPCfK!0Ulbz zuJgb{3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt;t z)x*_ykACl;67SSQj~3veHGC&|;GqS0XbtdElW1cxVm#zyl90z(Z@; z2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJCo|;p)3bzxPjxcj}=>3-Hhy zzLPxg&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt->HWlExD7~2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHU zA9&!Q1$bx;`@jPaEx^t?)qXl?q z4ZF?*4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_ z!&MJg-#z-he@eVl4?S9dht}|&Z>;n%xv;YsS zVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HsPs)wuZ9{t`wCElrr9xcE_ zYxqv`z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx; z`>^d{>TcibzA5`oJ@jY+9$Le$^T0z3@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z z>;n%xv;YsSVIO$lp#^wo4f}A_!_{|>e(#?W@6Zd?$I}p#^wo4g0_Y4=un$ zYuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=*!D1Wx9@e|lzpcjdb9u! ztzp-B;GqS0Xbtbpn3_fLs;>Y+yq@X#8*lRWUy0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo z4g0_Y4=un$YuE=KcxVA0TEjkUdziZ0_quP&zEcl9T7ZYvuZ>;n%xv;YsS zVIQ_VOx^8!-8W_5sfQjdz(Z@;bsl(V0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTP zhJE0HhZf+WHS7ZqJhT80tzjRodbs-T(eM3J;+=Zv(E>cQhVLW~JhT80tzjQ{;GqS0 zXbtsIPCfK!0UlbzcajGlT7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80 ztzjQ{;GqS0Xbt~!pM+@-K8g`ur9$J8h*02ve@X!K0 zw1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;hpQg0zI*h0|CD&A9(uF@ z53S)l$pa59z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+W zHSEK-hpD@LuluI#JN3|`1$bx;yUqg-Exz@)ZM<NkEx$Zr|&^Df>=6^k@MdTEnjMz(Wi0&>HrE2Oe60 zht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`*796)pw76@1GLy)I*OJ z;Gs2qCwbtZ1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;=xa#5RyGOtGPlFszJn+y0JhX;=;DLu0 z;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExpbw#0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0 zTEjkE^>Fpwqu=|d#5?uSqXl?q4c|!~cxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0 zJhX;=;DLu0;Gs3_0}nj301vHUAGSSA-R*nbH)Y?chaN4!Lu=S|9(ZU09$Ldb@W4Y0 z@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIQt~xcctV@BLHaoqFie z0z9;a?<5aAv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60 zht{wU+a9Lw_Py?#vhUPGj~3veHS9VMJhT80tzjQ{;GqS0XbtZ>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJZv4^wyhUiVGecj}=> z3-HhycAWHV#0}n00Lu=Rv9(ZU09$Ldb@W4Y0@X#9efd?L1 zfQQzw4?OVD0z9;aec*wI7T}>Z?8CN)sk?oz`=;zW_0XdQcxVl~&I1oEz(Z@;2OfB6 z0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHSEJx4_Dtk`n`Wjyi*T7 zT7ZYv@SWs=hZf+WHS7ZqJhT80tzjQ{;GqS0Xbthfrl30p*8FS4?MI053OMzc;KN0cxVm#zyl90 zz(Z@;2OfB60UlbzKJdUp3-Hhy_Tj3BtM4BD-ajSYsfQjdz(Z^JPV&G*3-Hhy_JIc; zT7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt;qdLksZG8uoz)9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0 zcxVm#aMi=rcaMJWpAzrXLys2Vp*4IbdElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp z3-Hhy_JIc;T7ZYvun#=&&;mTPhJD!fFm<=@b>EbIryhE=01vHU*LmQf1$bx;`@jPa zExf!3UN5A(^iFfLu zM+@-K8orY}@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB6 z0UlbzK5ToKy4&}LXaOEt!#?o9 zLksZG8uoz)9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzwmnSU?R(ufW#6fX z9xcE_YuI%jcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj3 z01vHUAFg`1`tH&1{Zrzddg##tJhX=IBo92a01vHUA9&!Q1$bx;`@jPaExZ>^cuTv;YsSVIO$l zp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUS3O*P_vrWjDe+D{ z^k@MdTElme2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPa zExY+yq@X#7|od+ITfQQzw4?OVD0z9;aec*wI7T}>Z>;n%x zv;YsSVIO$lp#^wo4g0_Y4=un$YuJaY9HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!?uU1yM3?wrtCZQ z(4z%-Xbrp00}n00Lu=Rv9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;aec*wI z7T}>Z?88+LSKmGQy?;u)Qx82_fQQ!bo#cUs7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y z4=un$YuE=KcxVA0TEjl@z(Wi0&>Hq(+r!k|zSn(I_MLj@(E>cQhF#}@hZf+WHS7Zq zJhT80tzjQ{;GqS0Xbtd>^1wq2@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$l zp#^wo4g0X|Vd`$*>%J-bPCfK!0UlbzuJgb{3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0H zhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt;t)x*_ykACl;67SSQj~3veHGC&|;GqS0XbtdElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=& z&;mTPhJCo|;p)3bzxPjxcj}=>3-HhyzLPxg&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{ z;GqS0Xbt->HWlExD7~2Oe60ht{wU zJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaEx^t?)qXl?q4ZF?*4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE z2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!&MJg-#z-he@eVl4?S9dht}|&Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@ zz(Wi0&>HsPs)wuZ9{t`wCElrr9xcE_Yxqv`z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;= z;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`>^d{>TcibzA5`oJ@jY+9$Le$^T0z3@X#9e zfd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4f}A_!_{|>e(#?W z@6Zd?$I}p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wU zJn+y0JhX;=*!D1Wx9@e|lzpcjdb9u!tzp-B;GqS0Xbtbpn3_fLs;>Y+yq@X#8*lRWUy0z9;a zec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjkUdziZ0_quP& zzEcl9T7ZYvuZ>;n%xv;YsSVIQ_VOx^8!-8W_5sfQjdz(Z@;bsl(V0Ulbz zKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjRodbs-T(eM3J z;+=Zv(E>cQhVLW~JhT80tzjQ{;GqS0XbtsIPCfK!0UlbzcajGlT7ZYv zun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt~!pM+@-K8g`ur9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm# zzyl90z(Z@;hpQg0zI*h0|CD&A9(uF@53S)l$pa59z(Z@;2OfB60UlbzKJdUp3-Hhy z_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHSEK-hpD@LuluI#JN3|`1$bx;yUqg-Exz@)ZM<NkEx$Zr|&^ zDf>=6^k@MdTEnjMz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHU zA9&!Q1$bx;`*796)pw76@1GLy)I*OJ;Gs2qCwbtZ1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;=xa#5RyGOtG zPlFszJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExpbw#0z9;aec*wI7T}>Z>;n%xv;YsS zVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjkE^>Fpwqu=|d#5?uSqXl?q4c|!~cxVA0 zTEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUAGSSA-R*nb zH)Y?chaN4!Lu=S|9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z z>;n%xv;YsSVIQt~xcctV@BLHaoqFie0z9;a?<5aAv;YsSVIO$lp#^wo4g0_Y4=un$ zYuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wU+a9Lw_Py?#vhUPGj~3veHS9VMJhT80 ztzjQ{;GqS0XbtZ>;n%xv;YsSVIO$lp#^wo z4g0_Y4=un$YuJZv4^wyhUiVGecj}=>3-HhycAWHV#0}n00 zLu=Rv9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z?8CN)sk?oz z`=;zW_0XdQcxVl~&I1oEz(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTP zhJE0HhZf+WHSEJx4_Dtk`n`Wjyi*T7T7ZYv@SWs=hZf+WHS7ZqJhT80tzjQ{;GqS0 zXbthfrl30 zp*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_Tj3BtM4BD z-ajSYsfQjdz(Z^JPV&G*3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80 ztzjQ{;GqS0Xbt;qdLksZG8uoz)9$J8h*02ve@X!K0 zw1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#aMi=rcaMJWpAzrXLys2Vp*4IbdElW1 zcxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJD!fFm<=@ zb>EbIryhE=01vHU*LmQf1$bx;`@jPaExf!3UN5A(^iFfLuM+@-K8orY}@X!K0w1$1)frl30p*8FS4?MI0 z53OMzc;KN0cxVm#zyl90z(Z@;2OfB60UlbzK5ToKy4&}LXaOEt!#?o9LksZG8uoz)9$J8h*02ve@X!K0w1$1)frl30 zp*8FS4?MI053OMzwmnSU?R(ufW#6fX9xcE_YuI%jcxVA0TEjl@z(Wi0&>HrE2Oe60 zht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUAFg`1`tH&1{Zrzddg##tJhX=IBo92a z01vHUA9&!Q1$bx;`@jPaExZ>^cuTv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0 z&>HrE2Oe60ht{wUS3O*P_vrWjDe+D{^k@MdTElme2Oe60ht{wUJn+y0JhX;=;DLu0 z;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExY+yq@X#7|od+IT zfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJaY9HrE2Oe60ht{wUJn+y0 zJhX;=;DLu0;Gs3_!?uU1yM3?wrtCZQ(4z%-Xbrp00}n00Lu=Rv9(ZU09$Ldb@W4Y0 z@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z?88+LSKmGQy?;u)Qx82_fQQ!bo#cUs z7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>Hq(+r!k| zzSn(I_MLj@(E>cQhF#}@hZf+WHS7ZqJhT80tzjQ{;GqS0Xbtd>^1wq2@X#9efd?L1fQQzw4?OVD z0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0X|Vd`$*>%J-bPCfK!0UlbzuJgb{ z3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt;t)x*_y zkACl;67SSQj~3veHGC&|;GqS0XbtdElW1cxVm#zyl90z(Z@;2OfB6 z0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJCo|;p)3bzxPjxcj}=>3-HhyzLPxg z&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt->HWlExD7~2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q z1$bx;`@jPaEx^t?)qXl?q4ZF?* z4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!&MJg z-#z-he@eVl4?S9dht}|&Z>;n%xv;YsSVIO$l zp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HsPs)wuZ9{t`wCElrr9xcE_Yxqv` zz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`>^d{ z>TcibzA5`oJ@jY+9$Le$^T0z3@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%x zv;YsSVIO$lp#^wo4f}A_!_{|>e(#?W@6Zd?$I}p#^wo4g0_Y4=un$YuE=K zcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=*!D1Wx9@e|lzpcjdb9u!tzp-B z;GqS0Xbtbpn3_fLs;>Y+yq@X#8*lRWUy0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y z4=un$YuE=KcxVA0TEjkUdziZ0_quP&zEcl9T7ZYvuZ>;n%xv;YsSVIQ_V zOx^8!-8W_5sfQjdz(Z@;bsl(V0UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0H zhZf+WHS7ZqJhT80tzjRodbs-T(eM3J;+=Zv(E>cQhVLW~JhT80tzjQ{;GqS0XbtsIPCfK!0UlbzcajGlT7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{ z;GqS0Xbt~!pM+@-K8g`ur9$J8h*02ve@X!K0w1$1) zfrl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;hpQg0zI*h0|CD&A9(uF@53S)l z$pa59z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHSEK- zhpD@LuluI#JN3|`1$bx;yUqg-Exz@)ZM<NkEx$Zr|&^Df>=6^k@MdTEnjMz(Wi0&>HrE2Oe60ht{wU zJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`*796)pw76@1GLy)I*OJ;Gs2q zCwbtZ1$bx;`@jPaExHrE z2Oe60ht{wUJn+y0JhX;=xa#5RyGOtGPlFszJn+y0JhX;=;DLu0;Gs3_ z0}nj301vHUA9&!Q1$bx;`@jPaExpbw#0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjkE z^>Fpwqu=|d#5?uSqXl?q4c|!~cxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;= z;DLu0;Gs3_0}nj301vHUAGSSA-R*nbH)Y?chaN4!Lu=S|9(ZU09$Ldb@W4Y0@X#9e zfd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIQt~xcctV@BLHaoqFie0z9;a z?<5aAv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wU z+a9Lw_Py?#vhUPGj~3veHS9VMJhT80tzjQ{;GqS0XbtZ>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuJZv4^wyhUiVGecj}=>3-Hhy zcAWHV#0}n00Lu=Rv9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw z4?OVD0z9;aec*wI7T}>Z?8CN)sk?oz`=;zW_0XdQcxVl~&I1oEz(Z@;2OfB60Ulbz zKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHSEJx4_Dtk`n`Wjyi*T7T7ZYv z@SWs=hZf+WHS7ZqJhT80tzjQ{;GqS0Xbthfrl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@; z2OfB60UlbzKJdUp3-Hhy_Tj3BtM4BD-ajSYsfQjdz(Z^JPV&G*3-Hhy_JIc;T7ZYv zun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt;qdLksZG8uoz)9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm# zaMi=rcaMJWpAzrXLys2Vp*4IbdElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy z_JIc;T7ZYvun#=&&;mTPhJD!fFm<=@b>EbIryhE=01vHU*LmQf1$bx;`@jPaExf!3UN5A(^iFfLuM+@-K z8orY}@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90z(Z@;2OfB60Ulbz zK5ToKy4&}LXaOEt!#?o9LksZG z8uoz)9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzwmnSU?R(ufW#6fX9xcE_ zYuI%jcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHU zAFg`1`tH&1{Zrzddg##tJhX=IBo92a01vHUA9&!Q1$bx;`@jPaExZ>^cuTv;YsSVIO$lp#^wo z4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUS3O*P_vrWjDe+D{^k@Md zTElme2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExY+yq@X#7|od+ITfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsS zVIO$lp#^wo4g0_Y4=un$YuJaY9HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_!?uU1yM3?wrtCZQ(4z%- zXbrp00}n00Lu=Rv9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z z?88+LSKmGQy?;u)Qx82_fQQ!bo#cUs7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$ zYuE=KcxVA0TEjl@z(Wi0&>Hq(+r!k|zSn(I_MLj@(E>cQhF#}@hZf+WHS7ZqJhT80 ztzjQ{;GqS0Xbtd>^1wq2@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo z4g0X|Vd`$*>%J-bPCfK!0UlbzuJgb{3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+W zHS7ZqJhT80tzjQ{;GqS0Xbt;t)x*_ykACl;67SSQj~3veHGC&|;GqS0XbtdElW1cxVm#zyl90z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc;T7ZYvun#=&&;mTP zhJCo|;p)3bzxPjxcj}=>3-HhyzLPxg&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0 zXbt->HWlExD7~2Oe60ht{wUJn+y0 zJhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaEx^t?)qXl?q4ZF?*4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60 zht{wUJn+y0JhX;=;DLu0;Gs3_!&MJg-#z-he@eVl4?S9dht}|&Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0 z&>HsPs)wuZ9{t`wCElrr9xcE_Yxqv`z(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0 z;Gs3_0}nj301vHUA9&!Q1$bx;`>^d{>TcibzA5`oJ@jY+9$Le$^T0z3@X#9efd?L1 zfQQzw4?OVD0z9;aec*wI7T}>Z>;n%xv;YsSVIO$lp#^wo4f}A_!_{|>e(#?W@6Zd?$I}p#^wo4g0_Y4=un$YuE=KcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wUJn+y0 zJhX;=*!D1Wx9@e|lzpcjdb9u!tzp-B;GqS0Xbtbpn3_fLs;>Y+yq@X#8*lRWUy0z9;aec*wI z7T}>Z>;n%xv;YsSVIO$lp#^wo4g0_Y4=un$YuE=KcxVA0TEjkUdziZ0_quP&zEcl9 zT7ZYvuZ>;n%xv;YsSVIQ_VOx^8!-8W_5sfQjdz(Z@;bsl(V0UlbzKJdUp z3-Hhy_JIc;T7ZYvun#=&&;mTPhJE0HhZf+WHS7ZqJhT80tzjRodbs-T(eM3J;+=Zv z(E>cQhVLW~JhT80tzjQ{;GqS0XbtsIPCfK!0UlbzcajGlT7ZYvun#=& z&;mTPhJE0HhZf+WHS7ZqJhT80tzjQ{;GqS0Xbt~!p zM+@-K8g`ur9$J8h*02ve@X!K0w1$1)frl30p*8FS4?MI053OMzc;KN0cxVm#zyl90 zz(Z@;hpQg0zI*h0|CD&A9(uF@53S)l$pa59z(Z@;2OfB60UlbzKJdUp3-Hhy_JIc; zT7ZYvun#=&&;mTPhJE0HhZf+WHSEK-hpD@LuluI#JN3|`1$bx;yUqg-Exz@)ZM<NkEx$Zr|&^Df>=6 z^k@MdTEnjMz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q z1$bx;`*796)pw76@1GLy)I*OJ;Gs2qCwbtZ1$bx;`@jPaExHrE2Oe60ht{wUJn+y0JhX;=xa#5RyGOtGPlFszJn+y0JhX;=;DLu0;Gs3_0}nj301vHUA9&!Q1$bx;`@jPaExpbw#0z9;aec*wI7T}>Z>;n%xv;YsSVIO$l zp#^wo4g0_Y4=un$YuE=KcxVA0TEjkE^>Fpwqu=|d#5?uSqXl?q4c|!~cxVA0TEjl@ zz(Wi0&>HrE2Oe60ht{wUJn+y0JhX;=;DLu0;Gs3_0}nj301vHUAGSSA-R*nbH)Y?c zhaN4!Lu=S|9(ZU09$Ldb@W4Y0@X#9efd?L1fQQzw4?OVD0z9;aec*wI7T}>Z>;n%x zv;YsSVIQt~xcctV@BLHaoqFie0z9;a?<5aAv;YsSVIO$lp#^wo4g0_Y4=un$YuE=K zcxVA0TEjl@z(Wi0&>HrE2Oe60ht{wU+a9Lw_Py?#vhUPGj~3veHS9VMJhT80tzjQ{ z;GqS0Xbt){m^6}drzy0#-&;R}H_s^gH`Te&)KYsoB&)4(MumAkv G!~X%LgKT;L diff --git a/examples/benchmarking/solvers/matrices/nucleation/nucleii.npy b/examples/benchmarking/solvers/matrices/nucleation/nucleii.npy deleted file mode 100644 index 7c8a2977f0681dc1fb745b5bc05f281e4affc6a9..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 128 zcmbR27wQ`j$;eQ~P_3SlTAW;@Zl$1ZlV+i=qoAIaUsO_*m=~X4l#&V(cT3DEP6dh= XXCxM+0{I#SIts>`ItsN4WCJb$SC1QR diff --git a/examples/benchmarking/solvers/matrices/nucleation/stats.txt b/examples/benchmarking/solvers/matrices/nucleation/stats.txt deleted file mode 100644 index 696c842fe4..0000000000 --- a/examples/benchmarking/solvers/matrices/nucleation/stats.txt +++ /dev/null @@ -1,8 +0,0 @@ -time fraction particle_count energy -0.000000000000000000e+00 0.000000000000000000e+00 0.000000000000000000e+00 0.000000000000000000e+00 -1.000000000000000000e+00 7.787893850988938382e-01 1.000000000000000000e+00 -1.200731599237977232e+00 -2.000000000000000000e+00 9.204674701543005266e-01 1.000000000000000000e+00 -1.788853759484110739e+00 -3.000000000000000000e+00 9.728601459004472263e-01 1.000000000000000000e+00 -1.873998013690458819e+00 -4.000000000000000000e+00 9.908841681548778979e-01 1.000000000000000000e+00 -1.884293480602667881e+00 -5.000000000000000000e+00 9.969537277831765909e-01 1.000000000000000000e+00 -1.885469705327980749e+00 -6.000000000000000000e+00 9.989837258798488495e-01 1.000000000000000000e+00 -1.885601556553371916e+00 diff --git a/examples/benchmarking/solvers/matrices/nucleation/t=0.0.npz b/examples/benchmarking/solvers/matrices/nucleation/t=0.0.npz deleted file mode 100644 index 70bf870d093aea6ae0eb2f74c4d8545399e0f141..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 388 zcmWIWW@Zs#fB;2?qEPp221Xzch}juL7z#2n_3{cT85sn?LSSVeX&{*F7wQ`j$;eQ~ zP_3SlTAW;@Zl$1ZlV+i=qoAIaUsO_*m=~X4l#&V(cT3DEP6dh=XCxM+0{I#yItnJ5 zItsN4WCJdUD?ZpmXc&pk$0ZI^2cvPR!zKQ~KERuiNrV|!(82UEFf@R}3mT9C-mGjO NDMlbP1=5yaNdUC)F#7-i diff --git a/examples/benchmarking/solvers/matrices/nucleation/t=6.0.mtx b/examples/benchmarking/solvers/matrices/nucleation/t=6.0.mtx deleted file mode 100644 index 3702d62933..0000000000 --- a/examples/benchmarking/solvers/matrices/nucleation/t=6.0.mtx +++ /dev/null @@ -1,43 +0,0 @@ -%%MatrixMarket matrix coordinate real symmetric -% -16 16 40 -1 1 4.995199759383232e+00 -2 1 -1.000000000000000e+00 -5 1 -1.000000000000000e+00 -2 2 5.995053216322310e+00 -3 2 -1.000000000000000e+00 -6 2 -1.000000000000000e+00 -3 3 5.994910358226402e+00 -4 3 -1.000000000000000e+00 -7 3 -1.000000000000000e+00 -4 4 4.994744177869114e+00 -8 4 -1.000000000000000e+00 -5 5 5.995053216322310e+00 -6 5 -1.000000000000000e+00 -9 5 -1.000000000000000e+00 -6 6 6.995016768202705e+00 -7 6 -1.000000000000000e+00 -10 6 -1.000000000000000e+00 -7 7 6.994962923096017e+00 -8 7 -1.000000000000000e+00 -11 7 -1.000000000000000e+00 -8 8 5.994910358226401e+00 -12 8 -1.000000000000000e+00 -9 9 5.994910358226401e+00 -10 9 -1.000000000000000e+00 -13 9 -1.000000000000000e+00 -10 10 6.994962923096015e+00 -11 10 -1.000000000000000e+00 -14 10 -1.000000000000000e+00 -11 11 6.995016768202705e+00 -12 11 -1.000000000000000e+00 -15 11 -1.000000000000000e+00 -12 12 5.995053216322308e+00 -16 12 -1.000000000000000e+00 -13 13 4.994744177869112e+00 -14 13 -1.000000000000000e+00 -14 14 5.994910358226401e+00 -15 14 -1.000000000000000e+00 -15 15 5.995053216322309e+00 -16 15 -1.000000000000000e+00 -16 16 4.995199759383232e+00 diff --git a/examples/benchmarking/solvers/matrices/nucleation/t=6.0.npz b/examples/benchmarking/solvers/matrices/nucleation/t=6.0.npz deleted file mode 100644 index 4c8e653cc033c84d5b984e1dbcc20fda3c464c91..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 388 zcmWIWW@Zs#fB;2?7g~%L7#M*(AZBL}VJOJR)XOWVWMmKk3xSn^q=8_vU#M?DBqKu^ zL$!KJYH@Orx|M>uO`3(ej)Hnxeo;wLVqScHQA#RE+$}MuI29;foRL_N3gl~;=qQ+I z>L}DIkPWzIndSI${&;VHpj1uo^!NAnp@wA(`haxtH6Ls0W(LhTLkW@Hj!#uapsFanVc;P8S5WPmp-8%U55 L2u*>sC0G&wSHExx diff --git a/examples/benchmarking/solvers/matrices/nucleation/t=6.0.rhs.npz b/examples/benchmarking/solvers/matrices/nucleation/t=6.0.rhs.npz deleted file mode 100644 index 0c8c2f25c23e541e46e98e6d5f25c1c61ac823f2..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 388 zcmWIWW@Zs#fB;2?t{~a@42(b?5VJFgFcf7J>*W|K>FFkWj>SMu{*>-#Y1+ytC$BA_fL?t z%tcbS6sq1EDjo_|7Y^0;2x`tUsJbYqxFXcv0B=Sn5oTOL2MHq(*#HhNXg~&dv$BB% M8G+CgNLzv>0YbH5GXMYp From 62cbf221174c0d308a26b30321ccabebda042963 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 29 Sep 2023 08:02:11 -0400 Subject: [PATCH 183/303] Log overall `Term.solve()` and `Term._prepareLinearSystem()` --- fipy/terms/term.py | 13 +++++++++++++ 1 file changed, 13 insertions(+) diff --git a/fipy/terms/term.py b/fipy/terms/term.py index 9e8e03c566..03c0e0efc3 100644 --- a/fipy/terms/term.py +++ b/fipy/terms/term.py @@ -3,6 +3,7 @@ from builtins import object __docformat__ = 'restructuredtext' +import logging import os from fipy import input @@ -41,6 +42,9 @@ def __init__(self, coeff=1., var=None): self._RHSvector = None self.var = var + self._log = logging.getLogger(self.__class__.__module__ + + "." + self.__class__.__name__) + def _calcVars(self): raise NotImplementedError @@ -105,6 +109,9 @@ def _getMatrixClass(self, solver, var): return SparseMatrix def _prepareLinearSystem(self, var, solver, boundaryConditions, dt): + + self._log.debug("BEGIN _prepareLinearSystem") + solver = self.getDefaultSolver(var, solver) var = self._verifyVar(var) @@ -151,6 +158,8 @@ def _prepareLinearSystem(self, var, solver, boundaryConditions, dt): from fipy import input input() + self._log.debug("END _prepareLinearSystem") + return solver def solve(self, var=None, solver=None, boundaryConditions=(), dt=None): @@ -173,10 +182,14 @@ def solve(self, var=None, solver=None, boundaryConditions=(), dt=None): Timestep size. """ + self._log.debug("BEGIN solve") + solver = self._prepareLinearSystem(var, solver, boundaryConditions, dt) solver._solve() + self._log.debug("END solve") + def sweep(self, var=None, solver=None, boundaryConditions=(), dt=None, underRelaxation=None, residualFn=None, cacheResidual=False, cacheError=False): r""" Builds and solves the `Term`'s linear system once. This method From c770717a20c90299a663640e0be428af57fa0e34 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sun, 8 Oct 2023 09:55:28 -0400 Subject: [PATCH 184/303] Clarify convergence criteria --- documentation/SOLVERS.rst | 13 +++++++++---- documentation/_static/residuals.csv | 14 +++++++------- 2 files changed, 16 insertions(+), 11 deletions(-) diff --git a/documentation/SOLVERS.rst b/documentation/SOLVERS.rst index 12d7d66ff5..98cd6cea1d 100644 --- a/documentation/SOLVERS.rst +++ b/documentation/SOLVERS.rst @@ -226,23 +226,28 @@ they succed or fail. This information is captured as a :widths: 25 25 15 15 20 25 :header-rows: 1 -.. [#KSP_Convergence_Tests] https://petsc.org/release/docs/manual/ksp/#sec-convergencetests -.. [#KSP_UNPRECONDITIONED_NORM] |KSP_NORM_UNPRECONDITIONED|_ +.. [#FiPy_Convergence_Test] Implemented by :term:`FiPy` + +.. [#KSP_UNPRECONDITIONED_NORM] |KSP_NORM_UNPRECONDITIONED|_ [#KSP_Convergence_Tests]_ .. |KSP_NORM_UNPRECONDITIONED| replace:: :literal:`KSP_UNPRECONDITIONED_NORM` .. _KSP_NORM_UNPRECONDITIONED: https://petsc.org/main/docs/manualpages/KSP/KSP_NORM_UNPRECONDITIONED/ -.. [#KSP_PRECONDITIONED_NORM] |KSP_NORM_PRECONDITIONED|_ +.. [#KSP_PRECONDITIONED_NORM] |KSP_NORM_PRECONDITIONED|_ [#KSP_Convergence_Tests]_ .. |KSP_NORM_PRECONDITIONED| replace:: :literal:`KSP_PRECONDITIONED_NORM` .. _KSP_NORM_PRECONDITIONED: https://petsc.org/main/docs/manualpages/KSP/KSP_NORM_PRECONDITIONED/ -.. [#KSP_NATURAL_NORM] |KSP_NORM_NATURAL|_ +.. [#KSP_NATURAL_NORM] |KSP_NORM_NATURAL|_ [#KSP_Convergence_Tests]_ .. |KSP_NORM_NATURAL| replace:: :literal:`KSP_NATURAL_NORM` .. _KSP_NORM_NATURAL: https://petsc.org/main/docs/manualpages/KSP/KSP_NORM_NATURAL/ +.. [#KSP_Convergence_Tests] https://petsc.org/release/docs/manual/ksp/#sec-convergencetests + .. [#AMGX_ABSOLUTE] ``ABSOLUTE`` [#AMGX_convergence]_ .. [#AMGX_RELATIVE_INI_CORE] ``RELATIVE_INI_CORE`` [#AMGX_convergence]_ .. [#AMGX_convergence] *AMGX REFERENCE MANUAL*: 2.3 General Settings: ``convergence``, October 2017, API Version 2, https://github.com/NVIDIA/AMGX/blob/main/doc/AMGX_Reference.pdf +.. [#SciPy_Convergence_Test] https://github.com/scipy/scipy/blob/2d1d5b042a09e131ffe191726aa6829b33590970/scipy/sparse/linalg/_isolve/iterative.py#L30 + .. [#AZ_noscaled] ``AZ_noscaled`` [#AztecOO_convergence]_ .. [#AZ_rhs] ``AZ_rhs`` [#AztecOO_convergence]_ .. [#AZ_Anorm] ``AZ_Anorm`` [#AztecOO_convergence]_ diff --git a/documentation/_static/residuals.csv b/documentation/_static/residuals.csv index 132cb043e6..ee3fc23b27 100644 --- a/documentation/_static/residuals.csv +++ b/documentation/_static/residuals.csv @@ -1,8 +1,8 @@ ,FiPy,PETSc_,pyamgx_,PySparse_,SciPy_,Trilinos_ -:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,``unscaled``,,default [#AMGX_ABSOLUTE]_ ,,,yes [#AZ_noscaled]_ -:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\vec{b}\|_2}`,``RHS``,yes [#KSP_Convergence_Tests]_ [#KSP_UNPRECONDITIONED_NORM]_,,"`cgs `_, `pcg `_, `qmres `_",`default `_,yes [#AZ_rhs]_ -:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\vec{L}\|_\infty}`,``matrix``,,,,,yes [#AZ_Anorm]_ -:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\mathsf{L}\vec{x} - \vec{b}\|_2^{(0)}}`,``initial``,,yes [#AMGX_RELATIVE_INI_CORE]_,"`bicgstab `_, `gmres `_, `minres `_",,default [#AZ_r0]_ -:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_\infty}{\|\mathsf{L}\|_\infty * \|\vec{x}\|_1 - \|\vec{b}\|_\infty}`,``solution``,,,,,yes [#AZ_sol]_ -:math:`\frac{\left\|\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)\right\|_2}{\left\|\vec{b}\right\|_2}`,``preconditioned``,default [#KSP_Convergence_Tests]_ [#KSP_PRECONDITIONED_NORM]_,,,, -:math:`\frac{\sqrt{\left(\mathsf{L}\vec{x} - \vec{b}\right)\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)}}{\left\|\vec{b}\right\|_2}`,``natural``,yes [#KSP_Convergence_Tests]_ [#KSP_NATURAL_NORM]_,,,, \ No newline at end of file +:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,``unscaled``,[#FiPy_Convergence_Test]_,default [#AMGX_ABSOLUTE]_ ,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,[#AZ_noscaled]_ +:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\vec{b}\|_2}`,``RHS``,[#KSP_UNPRECONDITIONED_NORM]_,[#FiPy_Convergence_Test]_,"`cgs `_, `pcg `_, `qmres `_, or [#FiPy_Convergence_Test]_",default [#SciPy_Convergence_Test]_,[#AZ_rhs]_ +:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\vec{L}\|_\infty}`,``matrix``,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,[#AZ_Anorm]_ +:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\mathsf{L}\vec{x} - \vec{b}\|_2^{(0)}}`,``initial``,[#FiPy_Convergence_Test]_,[#AMGX_RELATIVE_INI_CORE]_,"`bicgstab `_, `gmres `_, `minres `_, or [#FiPy_Convergence_Test]_",[#FiPy_Convergence_Test]_,default [#AZ_r0]_ +:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_\infty}{\|\mathsf{L}\|_\infty * \|\vec{x}\|_1 - \|\vec{b}\|_\infty}`,``solution``,,,,,[#AZ_sol]_ +:math:`\frac{\left\|\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)\right\|_2}{\left\|\vec{b}\right\|_2}`,``preconditioned``,[#KSP_PRECONDITIONED_NORM]_,,,, +:math:`\frac{\sqrt{\left(\mathsf{L}\vec{x} - \vec{b}\right)\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)}}{\left\|\vec{b}\right\|_2}`,``natural``,[#KSP_NATURAL_NORM]_,,,, From c19b95cc0e424cfa2f7d3bb587927691577fb4a2 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sun, 8 Oct 2023 10:26:02 -0400 Subject: [PATCH 185/303] Fix merge errors --- .gitignore | 1 - fipy/solvers/__init__.py | 5 ++--- fipy/solvers/pyamgx/classicalAMGSolver.py | 4 ++-- fipy/solvers/pyamgx/preconditioners.py | 1 + fipy/solvers/pyamgx/pyAMGXSolver.py | 4 ++-- fipy/tests/test.py | 2 +- 6 files changed, 8 insertions(+), 9 deletions(-) diff --git a/.gitignore b/.gitignore index d3365d50c9..4b0aa95537 100644 --- a/.gitignore +++ b/.gitignore @@ -6,7 +6,6 @@ FiPy.egg-info MANIFEST.in dist/ -documentation/_build/ generated/ *.logamgx *.dump.gz diff --git a/fipy/solvers/__init__.py b/fipy/solvers/__init__.py index ad9bbb3a05..11048aaf27 100644 --- a/fipy/solvers/__init__.py +++ b/fipy/solvers/__init__.py @@ -185,15 +185,14 @@ def _import_mesh_matrices(suite): why="the Pysparse solvers are not being used.", skipWarning=True) -<<<<<<< HEAD register_skipper(flag='PETSC_SOLVER', test=lambda: solver_suite == 'petsc', why="the PETSc solvers are not being used.", -======= + skipWarning=True) + register_skipper(flag='NOT_PYAMGX_SOLVER', test=lambda: solver_suite != 'pyamgx', why="the PyAMGX solver is being used.", ->>>>>>> master skipWarning=True) register_skipper(flag='SCIPY_SOLVER', diff --git a/fipy/solvers/pyamgx/classicalAMGSolver.py b/fipy/solvers/pyamgx/classicalAMGSolver.py index e91b69b980..c4cede6665 100644 --- a/fipy/solvers/pyamgx/classicalAMGSolver.py +++ b/fipy/solvers/pyamgx/classicalAMGSolver.py @@ -25,8 +25,8 @@ def __init__(self, tolerance=1e-10, criterion="default", See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. - precon : ~fipy.solvers.pyamgx.preconditioners.preconditioners.Preconditioner, optional - smoother : ~fipy.solvers.pyamgx.smoothers.smoothers.Smoother, optional + precon : ~fipy.solvers.pyamgx.preconditioners.Preconditioner, optional + smoother : ~fipy.solvers.pyamgx.smoothers.Smoother, optional **kwargs Other AMGX solver options """ diff --git a/fipy/solvers/pyamgx/preconditioners.py b/fipy/solvers/pyamgx/preconditioners.py index 67ff80f4fe..78d238a182 100644 --- a/fipy/solvers/pyamgx/preconditioners.py +++ b/fipy/solvers/pyamgx/preconditioners.py @@ -18,6 +18,7 @@ class Preconditioner(object): """Interface to pyamgx_ `preconditioner configuration`_. + .. _pyamgx: https://pyamgx.readthedocs.io .. _preconditioner configuration: https://pyamgx.readthedocs.io/en/latest/basic.html#config-objects """ diff --git a/fipy/solvers/pyamgx/pyAMGXSolver.py b/fipy/solvers/pyamgx/pyAMGXSolver.py index 0350da563e..8e151ede28 100644 --- a/fipy/solvers/pyamgx/pyAMGXSolver.py +++ b/fipy/solvers/pyamgx/pyAMGXSolver.py @@ -28,8 +28,8 @@ def __init__(self, config_dict, tolerance=1e-10, criterion="default", See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. - precon : ~fipy.solvers.pyamgx.preconditioners.preconditioners.Preconditioner, optional - smoother : ~fipy.solvers.pyamgx.smoothers.smoothers.Smoother, optional + precon : ~fipy.solvers.pyamgx.preconditioners.Preconditioner, optional + smoother : ~fipy.solvers.pyamgx.smoothers.Smoother, optional **kwargs Other AMGX solver options """ diff --git a/fipy/tests/test.py b/fipy/tests/test.py index 709e95eaa0..a605cd7f30 100644 --- a/fipy/tests/test.py +++ b/fipy/tests/test.py @@ -161,7 +161,7 @@ def _test_args(self): yield "examples.test._suite" def printPackageInfo(self): - from fipy.tools.logging import package_info + from fipy.tools.logging.environment import package_info packages = package_info() From 39e55ad28d7c79ecd4b491dc3c7077de8a20b6f5 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 10 Oct 2023 16:55:44 -0400 Subject: [PATCH 186/303] Use correct napoleon setting for aliases --- docs/source/conf.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/source/conf.py b/docs/source/conf.py index 765e7f799b..19a9622ec2 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -130,8 +130,8 @@ # [@MadPhysicist](https://stackoverflow.com/users/2988730/mad-physicist) # [CC BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/) # https://stackoverflow.com/a/66182779 -napoleon_use_param = True -# napoleon_preprocess_types = True +# Corrected for https://github.com/sphinx-doc/sphinx/issues/10963 +napoleon_preprocess_types = True napoleon_type_aliases = { 'array-like': ':term:`array-like `', 'array_like': ':term:`array_like`' From cd98ec6c1927f1014800582d4c8d7befe0315268 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 10 Oct 2023 16:56:11 -0400 Subject: [PATCH 187/303] Document parameter as optional --- fipy/solvers/solver.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/fipy/solvers/solver.py b/fipy/solvers/solver.py index 3c450cbe59..6d6d43286b 100644 --- a/fipy/solvers/solver.py +++ b/fipy/solvers/solver.py @@ -110,7 +110,7 @@ def __init__(self, tolerance=1e-10, criterion="default", ---------- tolerance : float Required error tolerance. - criterion : {'default', 'initial', 'unscaled', 'RHS', 'matrix', 'solution', 'preconditioned', 'natural'} + criterion : {'default', 'initial', 'unscaled', 'RHS', 'matrix', 'solution', 'preconditioned', 'natural'}, optional Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int From 65702d1e8b13c7a0c48ba684595d125177a8eb5e Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 10 Oct 2023 17:08:57 -0400 Subject: [PATCH 188/303] Update index syntax --- examples/cahnHilliard/tanh1D.py | 2 +- examples/convection/exponential1D/cylindricalMesh1D.py | 2 +- .../exponential1D/cylindricalMesh1DNonUniform.py | 2 +- examples/convection/exponential1D/mesh1D.py | 2 +- examples/convection/exponential1DSource/mesh1D.py | 2 +- examples/convection/exponential2D/cylindricalMesh2D.py | 2 +- .../exponential2D/cylindricalMesh2DNonUniform.py | 2 +- examples/diffusion/circle.py | 10 +++++----- examples/diffusion/circleQuad.py | 10 +++++----- examples/diffusion/mesh1D.py | 2 +- examples/diffusion/mesh20x20.py | 2 +- examples/diffusion/mesh20x20Coupled.py | 2 +- examples/diffusion/nthOrder/input4thOrder1D.py | 2 +- examples/flow/stokesCavity.py | 2 +- examples/levelSet/electroChem/gold.py | 2 +- examples/levelSet/electroChem/howToWriteAScript.py | 2 +- examples/levelSet/electroChem/leveler.py | 2 +- examples/levelSet/electroChem/simpleTrenchSystem.py | 2 +- examples/phase/anisotropyOLD.py | 2 +- examples/phase/binary.py | 2 +- examples/phase/binaryCoupled.py | 4 ++-- examples/phase/impingement/mesh20x20.py | 6 +++--- examples/phase/impingement/mesh40x1.py | 2 +- examples/phase/quaternary.py | 2 +- examples/phase/simple.py | 4 ++-- examples/updating/update0_1to1_0.py | 2 +- 26 files changed, 38 insertions(+), 38 deletions(-) diff --git a/examples/cahnHilliard/tanh1D.py b/examples/cahnHilliard/tanh1D.py index 15afd02f8a..f772b3d6e5 100755 --- a/examples/cahnHilliard/tanh1D.py +++ b/examples/cahnHilliard/tanh1D.py @@ -127,7 +127,7 @@ If we are running interactively, we create a viewer to see the results .. index:: - module: fipy.viewers + pair: module; fipy.viewers >>> if __name__ == '__main__': ... viewer = Viewer(vars=var, datamin=0., datamax=1.0) diff --git a/examples/convection/exponential1D/cylindricalMesh1D.py b/examples/convection/exponential1D/cylindricalMesh1D.py index 66e4cfd879..b4e083d37a 100644 --- a/examples/convection/exponential1D/cylindricalMesh1D.py +++ b/examples/convection/exponential1D/cylindricalMesh1D.py @@ -90,7 +90,7 @@ If the problem is run interactively, we can view the result: .. index:: - module: fipy.viewers + pair: module; fipy.viewers >>> if __name__ == '__main__': ... viewer = Viewer(vars=var) diff --git a/examples/convection/exponential1D/cylindricalMesh1DNonUniform.py b/examples/convection/exponential1D/cylindricalMesh1DNonUniform.py index c42694571e..233c65dc2c 100644 --- a/examples/convection/exponential1D/cylindricalMesh1DNonUniform.py +++ b/examples/convection/exponential1D/cylindricalMesh1DNonUniform.py @@ -92,7 +92,7 @@ If the problem is run interactively, we can view the result: .. index:: - module: fipy.viewers + pair: module; fipy.viewers >>> if __name__ == '__main__': ... viewer = Viewer(vars=var) diff --git a/examples/convection/exponential1D/mesh1D.py b/examples/convection/exponential1D/mesh1D.py index 172a52491a..f5a74765c8 100755 --- a/examples/convection/exponential1D/mesh1D.py +++ b/examples/convection/exponential1D/mesh1D.py @@ -88,7 +88,7 @@ If the problem is run interactively, we can view the result: .. index:: - module: fipy.viewers + pair: module; fipy.viewers >>> if __name__ == '__main__': ... viewer = Viewer(vars=var) diff --git a/examples/convection/exponential1DSource/mesh1D.py b/examples/convection/exponential1DSource/mesh1D.py index 84d2e04959..78e2b7c7e0 100755 --- a/examples/convection/exponential1DSource/mesh1D.py +++ b/examples/convection/exponential1DSource/mesh1D.py @@ -85,7 +85,7 @@ If the problem is run interactively, we can view the result: .. index:: - module: fipy.viewers + pair: module; fipy.viewers >>> if __name__ == '__main__': ... viewer = Viewer(vars=var) diff --git a/examples/convection/exponential2D/cylindricalMesh2D.py b/examples/convection/exponential2D/cylindricalMesh2D.py index d7d6e8b23b..6c3de2510f 100644 --- a/examples/convection/exponential2D/cylindricalMesh2D.py +++ b/examples/convection/exponential2D/cylindricalMesh2D.py @@ -92,7 +92,7 @@ If the problem is run interactively, we can view the result: .. index:: - module: fipy.viewers + pair: module; fipy.viewers >>> if __name__ == '__main__': ... viewer = Viewer(vars=var) diff --git a/examples/convection/exponential2D/cylindricalMesh2DNonUniform.py b/examples/convection/exponential2D/cylindricalMesh2DNonUniform.py index 81254af283..1d09efbec4 100644 --- a/examples/convection/exponential2D/cylindricalMesh2DNonUniform.py +++ b/examples/convection/exponential2D/cylindricalMesh2DNonUniform.py @@ -90,7 +90,7 @@ If the problem is run interactively, we can view the result: .. index:: - module: fipy.viewers + pair: module; fipy.viewers >>> if __name__ == '__main__': ... viewer = Viewer(vars=var) diff --git a/examples/diffusion/circle.py b/examples/diffusion/circle.py index 91431736b3..516066ac7b 100755 --- a/examples/diffusion/circle.py +++ b/examples/diffusion/circle.py @@ -41,7 +41,7 @@ Using this mesh, we can construct a solution variable .. index:: - object: fipy.variables.cellVariable.CellVariable + pair: object; fipy.variables.cellVariable.CellVariable >>> phi = CellVariable(name = "solution variable", ... mesh = mesh, @@ -63,8 +63,8 @@ We set up a transient diffusion equation .. index:: - object: fipy.terms.transientTerm.TransientTerm - object: fipy.terms.implicitDiffusionTerm.DiffusionTerm + pair: object; fipy.terms.transientTerm.TransientTerm + pair: object; fipy.terms.implicitDiffusionTerm.DiffusionTerm >>> D = 1. >>> eq = TransientTerm() == DiffusionTerm(coeff=D) @@ -98,7 +98,7 @@ another application, we could export tab-separated-values with .. index:: - object: fipy.viewers.tsvViewer.TSVViewer + pair: object; fipy.viewers.tsvViewer.TSVViewer :: @@ -124,7 +124,7 @@ ... mesh=mesh) # doctest: +GMSH .. index:: - module: scipy + pair: module; scipy single: sqrt; arcsin; cos >>> x0 = radius * numerix.cos(numerix.arcsin(y)) # doctest: +GMSH diff --git a/examples/diffusion/circleQuad.py b/examples/diffusion/circleQuad.py index 82143ad60e..841ee919b7 100755 --- a/examples/diffusion/circleQuad.py +++ b/examples/diffusion/circleQuad.py @@ -42,7 +42,7 @@ Using this mesh, we can construct a solution variable .. index:: - object: fipy.variables.cellVariable.CellVariable + pair: object; fipy.variables.cellVariable.CellVariable >>> phi = CellVariable(name = "solution variable", ... mesh = mesh, @@ -64,8 +64,8 @@ We set up a transient diffusion equation .. index:: - object: fipy.terms.transientTerm.TransientTerm - object: fipy.terms.implicitDiffusionTerm.DiffusionTerm + pair: object; fipy.terms.transientTerm.TransientTerm + pair: object; fipy.terms.implicitDiffusionTerm.DiffusionTerm >>> D = 1. >>> eq = TransientTerm() == DiffusionTerm(coeff=D) @@ -97,7 +97,7 @@ another application, we could export tab-separated-values with .. index:: - object: fipy.viewers.tsvViewer.TSVViewer + pair: object; fipy.viewers.tsvViewer.TSVViewer :: @@ -123,7 +123,7 @@ ... mesh=mesh) # doctest: +GMSH .. index:: - module: scipy + pair: module; scipy single: sqrt; arcsin; cos >>> x0 = radius * numerix.cos(numerix.arcsin(y)) # doctest: +GMSH diff --git a/examples/diffusion/mesh1D.py b/examples/diffusion/mesh1D.py index feee68bf4c..3d113a1e7b 100755 --- a/examples/diffusion/mesh1D.py +++ b/examples/diffusion/mesh1D.py @@ -114,7 +114,7 @@ viewers and the dimension of the mesh. .. index:: - module: fipy.viewers + pair: module; fipy.viewers >>> phiAnalytical = CellVariable(name="analytical value", ... mesh=mesh) diff --git a/examples/diffusion/mesh20x20.py b/examples/diffusion/mesh20x20.py index c9ba1029b4..ba0ff21d98 100755 --- a/examples/diffusion/mesh20x20.py +++ b/examples/diffusion/mesh20x20.py @@ -48,7 +48,7 @@ We create a viewer to see the results .. index:: - module: fipy.viewers + pair: module; fipy.viewers >>> if __name__ == '__main__': ... viewer = Viewer(vars=phi, datamin=0., datamax=1.) diff --git a/examples/diffusion/mesh20x20Coupled.py b/examples/diffusion/mesh20x20Coupled.py index f973ca23c9..e8c087a833 100755 --- a/examples/diffusion/mesh20x20Coupled.py +++ b/examples/diffusion/mesh20x20Coupled.py @@ -48,7 +48,7 @@ We create a viewer to see the results .. index:: - module: fipy.viewers + pair: module; fipy.viewers >>> if __name__ == '__main__': ... viewer = Viewer(vars=phi, datamin=0., datamax=1.) diff --git a/examples/diffusion/nthOrder/input4thOrder1D.py b/examples/diffusion/nthOrder/input4thOrder1D.py index 57262d383d..ce88461f5f 100755 --- a/examples/diffusion/nthOrder/input4thOrder1D.py +++ b/examples/diffusion/nthOrder/input4thOrder1D.py @@ -88,7 +88,7 @@ If the problem is run interactively, we can view the result: .. index:: - module: fipy.viewers + pair: module; fipy.viewers >>> if __name__ == '__main__': ... viewer = Viewer(vars=(var, analytical)) diff --git a/examples/flow/stokesCavity.py b/examples/flow/stokesCavity.py index 1e52b5f7ed..457bddfeec 100755 --- a/examples/flow/stokesCavity.py +++ b/examples/flow/stokesCavity.py @@ -214,7 +214,7 @@ Set up the viewers, .. index:: - module: fipy.viewers + pair: module; fipy.viewers >>> if __name__ == '__main__': ... viewer = Viewer(vars=(pressure, xVelocity, yVelocity, velocity), diff --git a/examples/levelSet/electroChem/gold.py b/examples/levelSet/electroChem/gold.py index f53f63e4b2..8965708315 100644 --- a/examples/levelSet/electroChem/gold.py +++ b/examples/levelSet/electroChem/gold.py @@ -27,7 +27,7 @@ more complex mesh. .. index:: - module: gmsh + pair: module; gmsh There are a few differences between the gold superfill model presented in this example and in :mod:`examples.levelSet.electroChem.simpleTrenchSystem`. diff --git a/examples/levelSet/electroChem/howToWriteAScript.py b/examples/levelSet/electroChem/howToWriteAScript.py index 8b86212970..a66938d621 100644 --- a/examples/levelSet/electroChem/howToWriteAScript.py +++ b/examples/levelSet/electroChem/howToWriteAScript.py @@ -80,7 +80,7 @@ Build the mesh: .. index:: - module: fipy.tools.parser + pair: module; fipy.tools.parser >>> from fipy.tools.parser import parse >>> numberOfElements = parse('--numberOfElements', action='store', diff --git a/examples/levelSet/electroChem/leveler.py b/examples/levelSet/electroChem/leveler.py index 6916ad0241..96e1549ea6 100755 --- a/examples/levelSet/electroChem/leveler.py +++ b/examples/levelSet/electroChem/leveler.py @@ -26,7 +26,7 @@ construct the mesh. .. index:: - module: gmsh + pair: module; gmsh This example models the case when suppressor, accelerator and leveler additives are present in the electrolyte. The suppressor is diff --git a/examples/levelSet/electroChem/simpleTrenchSystem.py b/examples/levelSet/electroChem/simpleTrenchSystem.py index 03abe48feb..c2bd4084f8 100644 --- a/examples/levelSet/electroChem/simpleTrenchSystem.py +++ b/examples/levelSet/electroChem/simpleTrenchSystem.py @@ -54,7 +54,7 @@ complex meshes requiring the :command:`gmsh` software. .. index:: - module: gmsh + pair: module; gmsh .. this is kind of nasty, but reST tables can't handle what we need, particularly decimal alignment diff --git a/examples/phase/anisotropyOLD.py b/examples/phase/anisotropyOLD.py index 673a60e03b..377ca04da0 100755 --- a/examples/phase/anisotropyOLD.py +++ b/examples/phase/anisotropyOLD.py @@ -172,7 +172,7 @@ the phase and temperature fields .. index:: - module: fipy.viewers + pair: module; fipy.viewers >>> if __name__ == '__main__': ... phaseViewer = Viewer(vars=phase) diff --git a/examples/phase/binary.py b/examples/phase/binary.py index 38efc4a25d..3a3471437e 100755 --- a/examples/phase/binary.py +++ b/examples/phase/binary.py @@ -470,7 +470,7 @@ def deltaChemPot(phase, C, T): >>> sharp.setValue(Cl, where=x >= L * fraction) .. index:: - module: fipy.viewers + pair: module; fipy.viewers >>> if __name__ == '__main__': ... viewer = Viewer(vars=(phase, C, sharp), diff --git a/examples/phase/binaryCoupled.py b/examples/phase/binaryCoupled.py index 9a64f678fa..138af43e7b 100755 --- a/examples/phase/binaryCoupled.py +++ b/examples/phase/binaryCoupled.py @@ -457,7 +457,7 @@ def deltaChemPot(phase, C, T): ... [ 1. / C[0], -1. / C[1]]]) .. index:: - module: scipy + pair: module; scipy >>> try: ... from scipy.optimize import fsolve # doctest: +SCIPY @@ -481,7 +481,7 @@ def deltaChemPot(phase, C, T): >>> sharp.setValue(Cl, where=x >= L * fraction) .. index:: - module: fipy.viewers + pair: module; fipy.viewers >>> if __name__ == '__main__': ... viewer = Viewer(vars=(phase, C, sharp), diff --git a/examples/phase/impingement/mesh20x20.py b/examples/phase/impingement/mesh20x20.py index d04c9fd9a5..d6c49ada6c 100755 --- a/examples/phase/impingement/mesh20x20.py +++ b/examples/phase/impingement/mesh20x20.py @@ -5,7 +5,7 @@ with different initial conditions and a 2D mesh: .. index:: - module: fipy.tools.parser + pair: module; fipy.tools.parser >>> from fipy.tools.parser import parse @@ -158,7 +158,7 @@ by the phase .. index:: - module: fipy.viewers + pair: module; fipy.viewers >>> if __name__ == '__main__': ... phaseViewer = Viewer(vars=phase, datamin=0., datamax=1.) @@ -227,7 +227,7 @@ We save the variables to disk. .. index:: - module: fipy.tools.dump + pair: module; fipy.tools.dump >>> (f, filename) = dump.write({'phase' : phase, 'theta' : theta}, extension = '.gz') diff --git a/examples/phase/impingement/mesh40x1.py b/examples/phase/impingement/mesh40x1.py index 58820c4e38..f21f68637e 100755 --- a/examples/phase/impingement/mesh40x1.py +++ b/examples/phase/impingement/mesh40x1.py @@ -173,7 +173,7 @@ and orientation variables. .. index:: - module: fipy.viewers + pair: module; fipy.viewers .. index:: single: :math:`\pi` diff --git a/examples/phase/quaternary.py b/examples/phase/quaternary.py index b5b578dd09..dd9b98fbf9 100755 --- a/examples/phase/quaternary.py +++ b/examples/phase/quaternary.py @@ -345,7 +345,7 @@ If we're running interactively, we create a viewer .. index:: - module: viewers + pair: module; viewers >>> if __name__ == '__main__': ... viewer = Viewer(vars=([phase] diff --git a/examples/phase/simple.py b/examples/phase/simple.py index a4dfd99747..378e6153bb 100755 --- a/examples/phase/simple.py +++ b/examples/phase/simple.py @@ -78,7 +78,7 @@ If we are running interactively, we'll want a viewer to see the results .. index:: - module: fipy.viewers + pair: module; fipy.viewers >>> from fipy import input >>> if __name__ == '__main__': @@ -465,7 +465,7 @@ thickness .. index:: - module: scipy + pair: module; scipy >>> try: ... def tanhResiduals(p, y, x, t): diff --git a/examples/updating/update0_1to1_0.py b/examples/updating/update0_1to1_0.py index fbe1c56037..6c13e600a7 100755 --- a/examples/updating/update0_1to1_0.py +++ b/examples/updating/update0_1to1_0.py @@ -138,7 +138,7 @@ or .. index:: - module: fipy.numerix + pair: module; fipy.numerix >>> axis = 0 >>> x = mesh.getCellCenters()[:, axis] From 4122fe5dca2eb5c5cdd139949f2b0b94c1fbcb93 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 10 Oct 2023 17:22:10 -0400 Subject: [PATCH 189/303] Document Convergence classes --- fipy/solvers/convergence.py | 26 +++++++++++++++++++++++++- 1 file changed, 25 insertions(+), 1 deletion(-) diff --git a/fipy/solvers/convergence.py b/fipy/solvers/convergence.py index ddc3aaf2f2..893e72fa1a 100644 --- a/fipy/solvers/convergence.py +++ b/fipy/solvers/convergence.py @@ -43,6 +43,9 @@ def __init__(cls, name, bases, dct): cls.name_registry[(cls.suite, cls.status_name)] = cls class ConvergenceBase(with_metaclass(_ConvergenceMeta, object)): + """Information about whether and why a solver converged. + """ + def __init__(self, solver, iterations, residual, criterion, actual_code=None, **kwargs): self.solver = solver self.iterations = iterations @@ -69,34 +72,55 @@ def __str__(self): return str(self.info) class Convergence(ConvergenceBase): - message = "User requested convergence criteria is satisfied. Iterations: {0}. Relative error: {1}" + """Information about why a solver converged. + """ + + message = "User requested convergence criteria is satisfied. Iterations: {0}. Relative error: {1}" class AbsoluteToleranceConvergence(Convergence): + """Convergence by satisifying absolute tolerance. + """ pass class RelativeToleranceConvergence(Convergence): + """Convergence by satisifying relative tolerance. + """ pass class Divergence(ConvergenceBase): + """Information about why a solver diverged. + """ def warn(self): warnings.warn("({status_code}, {status_name}): {residual}".format(**self.info), stacklevel=5) class IterationDivergence(Divergence): + """Divergence by exceeding maximum iterations. + """ pass class BreakdownDivergence(Divergence): + """Divergence because method broke down. + """ pass class IllConditionedDivergence(Divergence): + """Divergence because matrix was ill-conditioned. + """ pass class OutOfRangeDivergence(Divergence): + """Divergence because a value became too small, too large, or invalid. + """ pass class PreconditioningDivergence(Divergence): + """Divergence because of a problem with the preconditioner. + """ pass class IllConditionedPreconditionerDivergence(PreconditioningDivergence): + """Divergence because preconditioner is ill-conditioned. + """ pass From 3923a06c5e4c977e150088c954aae968027a7af6 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 10 Oct 2023 18:27:11 -0400 Subject: [PATCH 190/303] Fix class references --- fipy/solvers/pyamgx/aggregationAMGSolver.py | 2 +- fipy/solvers/pyamgx/linearBiCGStabSolver.py | 2 +- fipy/solvers/pyamgx/linearFGMRESSolver.py | 2 +- fipy/solvers/pyamgx/linearGMRESSolver.py | 2 +- fipy/solvers/pyamgx/linearPCGSolver.py | 2 +- fipy/solvers/pysparse/linearGMRESSolver.py | 2 +- fipy/solvers/pysparse/linearPCGSolver.py | 2 +- 7 files changed, 7 insertions(+), 7 deletions(-) diff --git a/fipy/solvers/pyamgx/aggregationAMGSolver.py b/fipy/solvers/pyamgx/aggregationAMGSolver.py index b465e31fdc..4008a2f5cb 100644 --- a/fipy/solvers/pyamgx/aggregationAMGSolver.py +++ b/fipy/solvers/pyamgx/aggregationAMGSolver.py @@ -25,7 +25,7 @@ def __init__(self, tolerance=1e-10, criterion="default", See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. - precon : ~fipy.solvers.pyamgx.preconditioners.preconditioners.Preconditioner, optional + precon : ~fipy.solvers.pyamgx.preconditioners.Preconditioner, optional **kwargs Other AMGX solver options """ diff --git a/fipy/solvers/pyamgx/linearBiCGStabSolver.py b/fipy/solvers/pyamgx/linearBiCGStabSolver.py index 9bf600846a..87e7a07269 100644 --- a/fipy/solvers/pyamgx/linearBiCGStabSolver.py +++ b/fipy/solvers/pyamgx/linearBiCGStabSolver.py @@ -25,7 +25,7 @@ def __init__(self, tolerance=1e-10, criterion="default", See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. - precon : ~fipy.solvers.pyamgx.preconditioners.preconditioners.Preconditioner, optional + precon : ~fipy.solvers.pyamgx.preconditioners.Preconditioner, optional **kwargs Other AMGX solver options """ diff --git a/fipy/solvers/pyamgx/linearFGMRESSolver.py b/fipy/solvers/pyamgx/linearFGMRESSolver.py index ed0449a092..72cf269fd5 100644 --- a/fipy/solvers/pyamgx/linearFGMRESSolver.py +++ b/fipy/solvers/pyamgx/linearFGMRESSolver.py @@ -25,7 +25,7 @@ def __init__(self, tolerance=1e-10, criterion="default", See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. - precon : ~fipy.solvers.pyamgx.preconditioners.preconditioners.Preconditioner, optional + precon : ~fipy.solvers.pyamgx.preconditioners.Preconditioner, optional **kwargs Other AMGX solver options """ diff --git a/fipy/solvers/pyamgx/linearGMRESSolver.py b/fipy/solvers/pyamgx/linearGMRESSolver.py index 018ca97c72..2b27683bf7 100644 --- a/fipy/solvers/pyamgx/linearGMRESSolver.py +++ b/fipy/solvers/pyamgx/linearGMRESSolver.py @@ -25,7 +25,7 @@ def __init__(self, tolerance=1e-10, criterion="default", See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. - precon : ~fipy.solvers.pyamgx.preconditioners.preconditioners.Preconditioner, optional + precon : ~fipy.solvers.pyamgx.preconditioners.Preconditioner, optional **kwargs Other AMGX solver options """ diff --git a/fipy/solvers/pyamgx/linearPCGSolver.py b/fipy/solvers/pyamgx/linearPCGSolver.py index 80b25c18c0..cc3703ba0f 100644 --- a/fipy/solvers/pyamgx/linearPCGSolver.py +++ b/fipy/solvers/pyamgx/linearPCGSolver.py @@ -25,7 +25,7 @@ def __init__(self, tolerance=1e-10, criterion="default", See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. - precon : ~fipy.solvers.pyamgx.preconditioners.preconditioners.Preconditioner, optional + precon : ~fipy.solvers.pyamgx.preconditioners.Preconditioner, optional **kwargs Other AMGX solver options """ diff --git a/fipy/solvers/pysparse/linearGMRESSolver.py b/fipy/solvers/pysparse/linearGMRESSolver.py index e788bad2a2..9853e250b3 100644 --- a/fipy/solvers/pysparse/linearGMRESSolver.py +++ b/fipy/solvers/pysparse/linearGMRESSolver.py @@ -43,7 +43,7 @@ def __init__(self, tolerance=1e-10, criterion="default", Maximum number of iterative steps to perform. precon : ~fipy.solvers.pysparse.preconditioners.preconditioner.Preconditioner Preconditioner to use. - (default :class:`fipy.solvers.pysparse.preconditioners.JacobiPreconditioner`). + (default :class:`~fipy.solvers.pysparse.preconditioners.jacobiPreconditioner.JacobiPreconditioner`). """ super(LinearGMRESSolver, self).__init__(tolerance=tolerance, criterion=criterion, iterations=iterations, precon=precon) diff --git a/fipy/solvers/pysparse/linearPCGSolver.py b/fipy/solvers/pysparse/linearPCGSolver.py index 705fbff38c..953533755d 100644 --- a/fipy/solvers/pysparse/linearPCGSolver.py +++ b/fipy/solvers/pysparse/linearPCGSolver.py @@ -45,7 +45,7 @@ def __init__(self, tolerance=1e-10, criterion="default", Maximum number of iterative steps to perform. precon : ~fipy.solvers.pysparse.preconditioners.preconditioner.Preconditioner Preconditioner to use - (default :class:`fipy.solvers.pysparse.preconditioners.SSORPreconditioner`). + (default :class:`~fipy.solvers.pysparse.preconditioners.ssorPreconditioner.SSORPreconditioner`). """ super(LinearPCGSolver, self).__init__(tolerance=tolerance, criterion=criterion, iterations=iterations, precon=precon) From 857e7a0dee59cbc8544b7bab9d22c334c4a7e267 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 10 Oct 2023 18:27:58 -0400 Subject: [PATCH 191/303] Fix parameter syntax --- fipy/terms/abstractConvectionTerm.py | 3 ++- fipy/viewers/matplotlibViewer/matplotlibStreamViewer.py | 2 +- 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/fipy/terms/abstractConvectionTerm.py b/fipy/terms/abstractConvectionTerm.py index e04012bb11..52c933f265 100644 --- a/fipy/terms/abstractConvectionTerm.py +++ b/fipy/terms/abstractConvectionTerm.py @@ -66,7 +66,8 @@ def __init__(self, coeff=1.0, var=None): Parameters ---------- - coeff : The `Term`'s coefficient value. + coeff : :class:`~fipy.variables.meshVariable.MeshVariable` + The :class:`~fipy.terms.term.Term`'s coefficient value. """ if self.__class__ is _AbstractConvectionTerm: raise AbstractBaseClassError diff --git a/fipy/viewers/matplotlibViewer/matplotlibStreamViewer.py b/fipy/viewers/matplotlibViewer/matplotlibStreamViewer.py index 62a0e02c7b..7c86ef3ed8 100644 --- a/fipy/viewers/matplotlibViewer/matplotlibStreamViewer.py +++ b/fipy/viewers/matplotlibViewer/matplotlibStreamViewer.py @@ -52,7 +52,7 @@ def __init__(self, vars, title=None, log=False, limits={}, axes=None, figaspect= desired aspect ratio of figure. If arg is a number, use that aspect ratio. If arg is `auto`, the aspect ratio will be determined from the Variable's mesh. - density : float or (float, float), optional + density : float or tuple of float, optional Controls the closeness of streamlines. When ``density = 1``, the domain is divided into a 30x30 grid. *density* linearly scales this grid. Each cell in the grid can have, at most, one From 015377f940592805852032f40b319a6940803a2f Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 10 Oct 2023 18:29:10 -0400 Subject: [PATCH 192/303] Document Term class --- fipy/terms/term.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/fipy/terms/term.py b/fipy/terms/term.py index 03c0e0efc3..d8225cd8df 100644 --- a/fipy/terms/term.py +++ b/fipy/terms/term.py @@ -16,7 +16,8 @@ __all__ = [text_to_native_str(n) for n in __all__] class Term(object): - """ + """Base class for elements of a partial differential equation. + .. attention:: This class is abstract. Always create one of its subclasses. """ From 19919a2908f437ed62a144025fff64b29fd2f0c1 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 10 Oct 2023 19:00:56 -0400 Subject: [PATCH 193/303] Make convergence table more explicit --- docs/source/SOLVERS.rst | 10 ---------- docs/source/_static/residuals.csv | 16 ++++++++-------- 2 files changed, 8 insertions(+), 18 deletions(-) diff --git a/docs/source/SOLVERS.rst b/docs/source/SOLVERS.rst index 98cd6cea1d..f4308818e0 100644 --- a/docs/source/SOLVERS.rst +++ b/docs/source/SOLVERS.rst @@ -228,31 +228,21 @@ they succed or fail. This information is captured as a .. [#FiPy_Convergence_Test] Implemented by :term:`FiPy` -.. [#KSP_UNPRECONDITIONED_NORM] |KSP_NORM_UNPRECONDITIONED|_ [#KSP_Convergence_Tests]_ .. |KSP_NORM_UNPRECONDITIONED| replace:: :literal:`KSP_UNPRECONDITIONED_NORM` .. _KSP_NORM_UNPRECONDITIONED: https://petsc.org/main/docs/manualpages/KSP/KSP_NORM_UNPRECONDITIONED/ -.. [#KSP_PRECONDITIONED_NORM] |KSP_NORM_PRECONDITIONED|_ [#KSP_Convergence_Tests]_ .. |KSP_NORM_PRECONDITIONED| replace:: :literal:`KSP_PRECONDITIONED_NORM` .. _KSP_NORM_PRECONDITIONED: https://petsc.org/main/docs/manualpages/KSP/KSP_NORM_PRECONDITIONED/ -.. [#KSP_NATURAL_NORM] |KSP_NORM_NATURAL|_ [#KSP_Convergence_Tests]_ .. |KSP_NORM_NATURAL| replace:: :literal:`KSP_NATURAL_NORM` .. _KSP_NORM_NATURAL: https://petsc.org/main/docs/manualpages/KSP/KSP_NORM_NATURAL/ .. [#KSP_Convergence_Tests] https://petsc.org/release/docs/manual/ksp/#sec-convergencetests -.. [#AMGX_ABSOLUTE] ``ABSOLUTE`` [#AMGX_convergence]_ -.. [#AMGX_RELATIVE_INI_CORE] ``RELATIVE_INI_CORE`` [#AMGX_convergence]_ .. [#AMGX_convergence] *AMGX REFERENCE MANUAL*: 2.3 General Settings: ``convergence``, October 2017, API Version 2, https://github.com/NVIDIA/AMGX/blob/main/doc/AMGX_Reference.pdf .. [#SciPy_Convergence_Test] https://github.com/scipy/scipy/blob/2d1d5b042a09e131ffe191726aa6829b33590970/scipy/sparse/linalg/_isolve/iterative.py#L30 -.. [#AZ_noscaled] ``AZ_noscaled`` [#AztecOO_convergence]_ -.. [#AZ_rhs] ``AZ_rhs`` [#AztecOO_convergence]_ -.. [#AZ_Anorm] ``AZ_Anorm`` [#AztecOO_convergence]_ -.. [#AZ_r0] ``AZ_r0`` [#AztecOO_convergence]_ -.. [#AZ_sol] ``AZ_sol`` [#AztecOO_convergence]_ .. [#AztecOO_convergence] *AztecOO Users Guide*: 3.1 Aztec Options: ``options[AZ_conv]``, SAND REPORT SAND2004-3796, Updated August 2007, For AztecOO Version 3.6 in Trilinos Release 8.0, diff --git a/docs/source/_static/residuals.csv b/docs/source/_static/residuals.csv index ee3fc23b27..ca743e0397 100644 --- a/docs/source/_static/residuals.csv +++ b/docs/source/_static/residuals.csv @@ -1,8 +1,8 @@ -,FiPy,PETSc_,pyamgx_,PySparse_,SciPy_,Trilinos_ -:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,``unscaled``,[#FiPy_Convergence_Test]_,default [#AMGX_ABSOLUTE]_ ,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,[#AZ_noscaled]_ -:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\vec{b}\|_2}`,``RHS``,[#KSP_UNPRECONDITIONED_NORM]_,[#FiPy_Convergence_Test]_,"`cgs `_, `pcg `_, `qmres `_, or [#FiPy_Convergence_Test]_",default [#SciPy_Convergence_Test]_,[#AZ_rhs]_ -:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\vec{L}\|_\infty}`,``matrix``,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,[#AZ_Anorm]_ -:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\mathsf{L}\vec{x} - \vec{b}\|_2^{(0)}}`,``initial``,[#FiPy_Convergence_Test]_,[#AMGX_RELATIVE_INI_CORE]_,"`bicgstab `_, `gmres `_, `minres `_, or [#FiPy_Convergence_Test]_",[#FiPy_Convergence_Test]_,default [#AZ_r0]_ -:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_\infty}{\|\mathsf{L}\|_\infty * \|\vec{x}\|_1 - \|\vec{b}\|_\infty}`,``solution``,,,,,[#AZ_sol]_ -:math:`\frac{\left\|\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)\right\|_2}{\left\|\vec{b}\right\|_2}`,``preconditioned``,[#KSP_PRECONDITIONED_NORM]_,,,, -:math:`\frac{\sqrt{\left(\mathsf{L}\vec{x} - \vec{b}\right)\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)}}{\left\|\vec{b}\right\|_2}`,``natural``,[#KSP_NATURAL_NORM]_,,,, +,FiPy,PETSc_ [#KSP_Convergence_Tests]_,pyamgx_ [#AMGX_convergence]_,PySparse_,SciPy_ [#SciPy_Convergence_Test]_,Trilinos_ [#AztecOO_convergence]_ +:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,``unscaled``,[#FiPy_Convergence_Test]_,``ABSOLUTE`` (default),[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,``AZ_noscaled`` +:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\vec{b}\|_2}`,``RHS``,|KSP_NORM_UNPRECONDITIONED|_,[#FiPy_Convergence_Test]_,"`cgs `_, `pcg `_, `qmres `_, or [#FiPy_Convergence_Test]_",default,``AZ_rhs`` +:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\vec{L}\|_\infty}`,``matrix``,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,``AZ_Anorm`` +:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\mathsf{L}\vec{x} - \vec{b}\|_2^{(0)}}`,``initial``,[#FiPy_Convergence_Test]_,``RELATIVE_INI_CORE``,"`bicgstab `_, `gmres `_, `minres `_, or [#FiPy_Convergence_Test]_",[#FiPy_Convergence_Test]_,``AZ_r0`` (default) +:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_\infty}{\|\mathsf{L}\|_\infty * \|\vec{x}\|_1 - \|\vec{b}\|_\infty}`,``solution``,,,,,``AZ_sol`` +:math:`\frac{\left\|\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)\right\|_2}{\left\|\vec{b}\right\|_2}`,``preconditioned``,|KSP_NORM_PRECONDITIONED|_,,,, +:math:`\frac{\sqrt{\left(\mathsf{L}\vec{x} - \vec{b}\right)\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)}}{\left\|\vec{b}\right\|_2}`,``natural``,|KSP_NORM_NATURAL|_,,,, From b427d07f4ae94a7655221ba4e287e85ccd806a45 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 11 Oct 2023 17:36:32 -0400 Subject: [PATCH 194/303] Further clarify convergence criteria --- docs/source/SOLVERS.rst | 37 +++++++++++++++----- docs/source/_static/residuals.csv | 6 ++-- docs/source/_static/solver_convergence.csv | 40 +++++++++++----------- 3 files changed, 52 insertions(+), 31 deletions(-) diff --git a/docs/source/SOLVERS.rst b/docs/source/SOLVERS.rst index f4308818e0..1f72c4666d 100644 --- a/docs/source/SOLVERS.rst +++ b/docs/source/SOLVERS.rst @@ -211,28 +211,47 @@ instantiating a :class:`~fipy.solvers.solver.Solver`. .. csv-table:: Residual Functions :file: _static/residuals.csv - :widths: 21 13 13 13 13 13 13 + :widths: auto :header-rows: 1 + :stub-columns: 1 + +The behavior of ``criterion="default"`` depends on the solver suite and, +sometimes, on the specific solver. Where feasible, this behavior is +specified in the table. + +- PySparse_ has two different groups of solvers, + with different defaults. +- PETSc_ accepts ``KSP_NORM_DEFAULT`` in order to + "use the default for the current ``KSPType``". Discerning the actual + behavior would require burning the code in a bowl of chicken entrails. + (It is reasonable to assume |KSP_NORM_PRECONDITIONED|_ for + left-preconditioned solvers and |KSP_NORM_UNPRECONDITIONED|_ otherwise; + even the PETSc_ documentation says that |KSP_NORM_NATURAL|_ is `"weird" + `_). +- LU solvers default to ``"initial"``. + +.. note:: The documentation for the PETSc_ convergence criteria only + describes how the residual is calculated. Different solver suites also report different levels of detail about why they succed or fail. This information is captured as a -:class:`~fipy.solvers.convergence.ConvergenceBase` property of the +:class:`~fipy.solvers.convergence.Convergence` or +:class:`~fipy.solvers.convergence.Divergence` property of the :class:`~fipy.solvers.solver.Solver` after calling :meth:`~fipy.terms.term.Term.solve` or :meth:`~fipy.terms.term.Term.sweep`. .. csv-table:: Convergence Status Codes :file: _static/solver_convergence.csv - :widths: 25 25 15 15 20 25 + :widths: auto :header-rows: 1 + :stub-columns: 1 -.. [#FiPy_Convergence_Test] Implemented by :term:`FiPy` - -.. |KSP_NORM_UNPRECONDITIONED| replace:: :literal:`KSP_UNPRECONDITIONED_NORM` +.. |KSP_NORM_UNPRECONDITIONED| replace:: :literal:`KSP_NORM_UNPRECONDITIONED` .. _KSP_NORM_UNPRECONDITIONED: https://petsc.org/main/docs/manualpages/KSP/KSP_NORM_UNPRECONDITIONED/ -.. |KSP_NORM_PRECONDITIONED| replace:: :literal:`KSP_PRECONDITIONED_NORM` +.. |KSP_NORM_PRECONDITIONED| replace:: :literal:`KSP_NORM_PRECONDITIONED` .. _KSP_NORM_PRECONDITIONED: https://petsc.org/main/docs/manualpages/KSP/KSP_NORM_PRECONDITIONED/ -.. |KSP_NORM_NATURAL| replace:: :literal:`KSP_NATURAL_NORM` +.. |KSP_NORM_NATURAL| replace:: :literal:`KSP_NORM_NATURAL` .. _KSP_NORM_NATURAL: https://petsc.org/main/docs/manualpages/KSP/KSP_NORM_NATURAL/ .. [#KSP_Convergence_Tests] https://petsc.org/release/docs/manual/ksp/#sec-convergencetests @@ -248,6 +267,8 @@ they succed or fail. This information is captured as a For AztecOO Version 3.6 in Trilinos Release 8.0, https://trilinos.github.io/pdfs/AztecOOUserGuide.pdf +.. [#FiPy_Convergence_Test] Implemented by :term:`FiPy` + .. |KSP_CONVERGED_ITS| replace:: :literal:`KSP_CONVERGED_ITS` .. _KSP_CONVERGED_ITS: https://petsc.org/main/docs/manualpages/KSP/KSP_CONVERGED_ITS/ .. |KSP_CONVERGED_ATOL| replace:: :literal:`KSP_CONVERGED_ATOL` diff --git a/docs/source/_static/residuals.csv b/docs/source/_static/residuals.csv index ca743e0397..d641efffe2 100644 --- a/docs/source/_static/residuals.csv +++ b/docs/source/_static/residuals.csv @@ -1,8 +1,8 @@ ,FiPy,PETSc_ [#KSP_Convergence_Tests]_,pyamgx_ [#AMGX_convergence]_,PySparse_,SciPy_ [#SciPy_Convergence_Test]_,Trilinos_ [#AztecOO_convergence]_ -:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,``unscaled``,[#FiPy_Convergence_Test]_,``ABSOLUTE`` (default),[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,``AZ_noscaled`` -:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\vec{b}\|_2}`,``RHS``,|KSP_NORM_UNPRECONDITIONED|_,[#FiPy_Convergence_Test]_,"`cgs `_, `pcg `_, `qmres `_, or [#FiPy_Convergence_Test]_",default,``AZ_rhs`` +:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,``unscaled``,[#FiPy_Convergence_Test]_,``ABSOLUTE``,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,``AZ_noscaled`` +:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\vec{b}\|_2}`,``RHS``,|KSP_NORM_UNPRECONDITIONED|_,[#FiPy_Convergence_Test]_,"`cgs `_, `pcg `_, `qmres `_, or [#FiPy_Convergence_Test]_",``default``,``AZ_rhs`` :math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\vec{L}\|_\infty}`,``matrix``,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,``AZ_Anorm`` -:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\mathsf{L}\vec{x} - \vec{b}\|_2^{(0)}}`,``initial``,[#FiPy_Convergence_Test]_,``RELATIVE_INI_CORE``,"`bicgstab `_, `gmres `_, `minres `_, or [#FiPy_Convergence_Test]_",[#FiPy_Convergence_Test]_,``AZ_r0`` (default) +:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\mathsf{L}\vec{x} - \vec{b}\|_2^{(0)}}`,``initial``,[#FiPy_Convergence_Test]_,``RELATIVE_INI_CORE`` (``default``),"`bicgstab `_, `gmres `_, `minres `_, or [#FiPy_Convergence_Test]_",[#FiPy_Convergence_Test]_,``AZ_r0`` (``default``) :math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_\infty}{\|\mathsf{L}\|_\infty * \|\vec{x}\|_1 - \|\vec{b}\|_\infty}`,``solution``,,,,,``AZ_sol`` :math:`\frac{\left\|\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)\right\|_2}{\left\|\vec{b}\right\|_2}`,``preconditioned``,|KSP_NORM_PRECONDITIONED|_,,,, :math:`\frac{\sqrt{\left(\mathsf{L}\vec{x} - \vec{b}\right)\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)}}{\left\|\vec{b}\right\|_2}`,``natural``,|KSP_NORM_NATURAL|_,,,, diff --git a/docs/source/_static/solver_convergence.csv b/docs/source/_static/solver_convergence.csv index ef1471fc14..60091f6fdc 100644 --- a/docs/source/_static/solver_convergence.csv +++ b/docs/source/_static/solver_convergence.csv @@ -1,21 +1,21 @@ -PETSc_,pyamgx_,PySparse_,SciPy_,Trilinos_, -|KSP_CONVERGED_ITS|_,|AMGX_SOLVE_SUCCESS|_,,|SciPy_0|_,|AZ_normal|_,Convergence criteria met. -|KSP_CONVERGED_ATOL|_,,|PySparse_2|_,,,"Converged, residual is as small as seems reasonable on this machine." -,,|PySparse_1|_,,,"Converged, :math:`\mathbf{b} = 0`, so the exact solution is :math:`\mathbf{x} = 0`." -|KSP_CONVERGED_RTOL|_,,|PySparse_0|_,,,"Converged, relative error appears to be less than tolerance." -|KSP_CONVERGED_HAPPY_BREAKDOWN|_,,,,, -|KSP_CONVERGED_ITERATING|_,,,,,Solve still in progress. +,PETSc_,pyamgx_,PySparse_,SciPy_,Trilinos_ +Convergence criteria met.,|KSP_CONVERGED_ITS|_,|AMGX_SOLVE_SUCCESS|_,,|SciPy_0|_,|AZ_normal|_ +"Converged, residual is as small as seems reasonable on this machine.",|KSP_CONVERGED_ATOL|_,,|PySparse_2|_,, +"Converged, :math:`\mathbf{b} = 0`, so the exact solution is :math:`\mathbf{x} = 0`.",,,|PySparse_1|_,, +"Converged, relative error appears to be less than tolerance.",|KSP_CONVERGED_RTOL|_,,|PySparse_0|_,, +,|KSP_CONVERGED_HAPPY_BREAKDOWN|_,,,, +Solve still in progress.,|KSP_CONVERGED_ITERATING|_,,,, ,,,,, -,|AMGX_SOLVE_FAILED|_,,|SciPy_lt0|_,,Illegal input or breakdown -|KSP_DIVERGED_BREAKDOWN|_,,,,|AZ_breakdown|_,The iterative solver has broken down. -|KSP_DIVERGED_BREAKDOWN_BICG|_,,,,,"Initial residual is orthogonal to preconditioned initial residual. Try a different preconditioner, or a different initial Level.continue to enlarge the Krylov space." -|KSP_DIVERGED_ITS|_,|AMGX_SOLVE_DIVERGED|_,|PySparse_neg1|_,|SciPy_gt0|_,|AZ_maxits|_,Maximum number of iterations was reached. -|KSP_DIVERGED_PC_FAILED|_,,|PySparse_neg2|_,,,The system involving the preconditioner was ill-conditioned. -|KSP_DIVERGED_INDEFINITE_PC|_,,|PySparse_neg3|_,,,"An inner product of the form :math:`\mathbf{x}^T \mathsf{P}^{-1} \mathbf{x}` was not positive, so the preconditioning matrix :math:`\mathsf{P}` does not appear to be positive definite." -|KSP_DIVERGED_INDEFINITE_MAT|_,,|PySparse_neg4|_,,|AZ_ill_cond|_,The matrix :math:`\mathsf{L}` appears to be ill-conditioned. -,,|PySparse_neg5|_,,,The method stagnated. -|KSP_DIVERGED_NANORINF|_,,|PySparse_neg6|_,,,A scalar quantity became too small or too large to continue computing. -,,,,|AZ_loss|_,The iterative solver has terminated due to a lack of accuracy in the recursive residual (caused by rounding errors). -|KSP_DIVERGED_NULL|_,,,,, -|KSP_DIVERGED_DTOL|_,,,,,The residual norm increased by a factor of ``divtol``. -|KSP_DIVERGED_NONSYMMETRIC|_,,,,,"It appears the operator or preconditioner is not symmetric and this Krylov method (``KSPCG``, ``KSPMINRES``, ``KSPCR``) requires symmetry." +Illegal input or breakdown,,|AMGX_SOLVE_FAILED|_,,|SciPy_lt0|_, +The iterative solver has broken down.,|KSP_DIVERGED_BREAKDOWN|_,,,,|AZ_breakdown|_ +"Initial residual is orthogonal to preconditioned initial residual. Try a different preconditioner, or a different initial Level.continue to enlarge the Krylov space.",|KSP_DIVERGED_BREAKDOWN_BICG|_,,,, +Maximum number of iterations was reached.,|KSP_DIVERGED_ITS|_,|AMGX_SOLVE_DIVERGED|_,|PySparse_neg1|_,|SciPy_gt0|_,|AZ_maxits|_ +The system involving the preconditioner was ill-conditioned.,|KSP_DIVERGED_PC_FAILED|_,,|PySparse_neg2|_,, +"An inner product of the form :math:`\mathbf{x}^T \mathsf{P}^{-1} \mathbf{x}` was not positive, so the preconditioning matrix :math:`\mathsf{P}` does not appear to be positive definite.",|KSP_DIVERGED_INDEFINITE_PC|_,,|PySparse_neg3|_,, +The matrix :math:`\mathsf{L}` appears to be ill-conditioned.,|KSP_DIVERGED_INDEFINITE_MAT|_,,|PySparse_neg4|_,,|AZ_ill_cond|_ +The method stagnated.,,,|PySparse_neg5|_,, +A scalar quantity became too small or too large to continue computing.,|KSP_DIVERGED_NANORINF|_,,|PySparse_neg6|_,, +The iterative solver has terminated due to a lack of accuracy in the recursive residual (caused by rounding errors).,,,,,|AZ_loss|_ +,|KSP_DIVERGED_NULL|_,,,, +The residual norm increased by a factor of ``divtol``.,|KSP_DIVERGED_DTOL|_,,,, +"It appears the operator or preconditioner is not symmetric and this Krylov method (``KSPCG``, ``KSPMINRES``, ``KSPCR``) requires symmetry.",|KSP_DIVERGED_NONSYMMETRIC|_,,,, From 2098bb2b8e2674c8d659eca42d47cd59ed64a525 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 11 Oct 2023 17:44:21 -0400 Subject: [PATCH 195/303] Factor scale from residual --- docs/source/SOLVERS.rst | 2 +- docs/source/_static/residuals.csv | 16 ++++++++-------- 2 files changed, 9 insertions(+), 9 deletions(-) diff --git a/docs/source/SOLVERS.rst b/docs/source/SOLVERS.rst index 1f72c4666d..5d593365b5 100644 --- a/docs/source/SOLVERS.rst +++ b/docs/source/SOLVERS.rst @@ -213,7 +213,7 @@ instantiating a :class:`~fipy.solvers.solver.Solver`. :file: _static/residuals.csv :widths: auto :header-rows: 1 - :stub-columns: 1 + :stub-columns: 2 The behavior of ``criterion="default"`` depends on the solver suite and, sometimes, on the specific solver. Where feasible, this behavior is diff --git a/docs/source/_static/residuals.csv b/docs/source/_static/residuals.csv index d641efffe2..cde4559b68 100644 --- a/docs/source/_static/residuals.csv +++ b/docs/source/_static/residuals.csv @@ -1,8 +1,8 @@ -,FiPy,PETSc_ [#KSP_Convergence_Tests]_,pyamgx_ [#AMGX_convergence]_,PySparse_,SciPy_ [#SciPy_Convergence_Test]_,Trilinos_ [#AztecOO_convergence]_ -:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,``unscaled``,[#FiPy_Convergence_Test]_,``ABSOLUTE``,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,``AZ_noscaled`` -:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\vec{b}\|_2}`,``RHS``,|KSP_NORM_UNPRECONDITIONED|_,[#FiPy_Convergence_Test]_,"`cgs `_, `pcg `_, `qmres `_, or [#FiPy_Convergence_Test]_",``default``,``AZ_rhs`` -:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\vec{L}\|_\infty}`,``matrix``,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,``AZ_Anorm`` -:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_2}{\|\mathsf{L}\vec{x} - \vec{b}\|_2^{(0)}}`,``initial``,[#FiPy_Convergence_Test]_,``RELATIVE_INI_CORE`` (``default``),"`bicgstab `_, `gmres `_, `minres `_, or [#FiPy_Convergence_Test]_",[#FiPy_Convergence_Test]_,``AZ_r0`` (``default``) -:math:`\frac{\|\mathsf{L}\vec{x} - \vec{b}\|_\infty}{\|\mathsf{L}\|_\infty * \|\vec{x}\|_1 - \|\vec{b}\|_\infty}`,``solution``,,,,,``AZ_sol`` -:math:`\frac{\left\|\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)\right\|_2}{\left\|\vec{b}\right\|_2}`,``preconditioned``,|KSP_NORM_PRECONDITIONED|_,,,, -:math:`\frac{\sqrt{\left(\mathsf{L}\vec{x} - \vec{b}\right)\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)}}{\left\|\vec{b}\right\|_2}`,``natural``,|KSP_NORM_NATURAL|_,,,, +residual,scale,FiPy,PETSc_ [#KSP_Convergence_Tests]_,pyamgx_ [#AMGX_convergence]_,PySparse_,SciPy_ [#SciPy_Convergence_Test]_,Trilinos_ [#AztecOO_convergence]_ +:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,:math:`1`,``unscaled``,[#FiPy_Convergence_Test]_,``ABSOLUTE``,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,``AZ_noscaled`` +:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,:math:`\|\vec{b}\|_2`,``RHS``,|KSP_NORM_UNPRECONDITIONED|_,[#FiPy_Convergence_Test]_,"`cgs `_, `pcg `_, `qmres `_, or [#FiPy_Convergence_Test]_",``default``,``AZ_rhs`` +:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,:math:`\|\vec{L}\|_\infty`,``matrix``,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,``AZ_Anorm`` +:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2^{(0)}`,``initial``,[#FiPy_Convergence_Test]_,``RELATIVE_INI_CORE`` (``default``),"`bicgstab `_, `gmres `_, `minres `_, or [#FiPy_Convergence_Test]_",[#FiPy_Convergence_Test]_,``AZ_r0`` (``default``) +:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_\infty`,:math:`\|\mathsf{L}\|_\infty * \|\vec{x}\|_1 - \|\vec{b}\|_\infty`,``solution``,,,,,``AZ_sol`` +:math:`\left\|\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)\right\|_2`,:math:`\left\|\vec{b}\right\|_2`,``preconditioned``,|KSP_NORM_PRECONDITIONED|_,,,, +:math:`\sqrt{\left(\mathsf{L}\vec{x} - \vec{b}\right)\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)}`,:math:`\left\|\vec{b}\right\|_2`,``natural``,|KSP_NORM_NATURAL|_,,,, From fd53ff87b5a2eb2c77211fd906b4f353b0110d47 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 12 Oct 2023 15:52:31 -0400 Subject: [PATCH 196/303] Account for absolute and divergence tolerance --- docs/source/SOLVERS.rst | 25 +++++++++++++++--- docs/source/_static/residuals.csv | 4 +-- fipy/solvers/petsc/linearLUSolver.py | 4 +-- fipy/solvers/petsc/petscKrylovSolver.py | 26 +++++++++++++++---- fipy/solvers/pyamgx/pyAMGXSolver.py | 4 +-- fipy/solvers/pysparse/linearJORSolver.py | 6 ++--- fipy/solvers/pysparse/linearLUSolver.py | 4 +-- fipy/solvers/pysparse/pysparseSolver.py | 4 +-- fipy/solvers/scipy/linearLUSolver.py | 4 +-- fipy/solvers/scipy/scipyKrylovSolver.py | 10 ++++--- fipy/solvers/scipy/scipySolver.py | 8 ++++-- fipy/solvers/solver.py | 10 +++++-- fipy/solvers/trilinos/linearLUSolver.py | 4 +-- .../solvers/trilinos/trilinosAztecOOSolver.py | 4 +-- 14 files changed, 83 insertions(+), 34 deletions(-) diff --git a/docs/source/SOLVERS.rst b/docs/source/SOLVERS.rst index 5d593365b5..09081a6f1d 100644 --- a/docs/source/SOLVERS.rst +++ b/docs/source/SOLVERS.rst @@ -209,12 +209,17 @@ instantiating a :class:`~fipy.solvers.solver.Solver`. .. note:: PyAMG_ is a set of preconditioners applied on top of SciPy_, so is not explicitly included in the following tables. -.. csv-table:: Residual Functions +.. csv-table:: Residual Criteria :file: _static/residuals.csv :widths: auto :header-rows: 1 :stub-columns: 2 +Convergence is detected if ``residual < tolerance * scale``. + +``default`` +=========== + The behavior of ``criterion="default"`` depends on the solver suite and, sometimes, on the specific solver. Where feasible, this behavior is specified in the table. @@ -230,8 +235,22 @@ specified in the table. `_). - LU solvers default to ``"initial"``. -.. note:: The documentation for the PETSc_ convergence criteria only - describes how the residual is calculated. +``absolute_tolerance`` +====================== + +PETSc_ and SciPy_ Krylov solvers accept an additional +``absolute_tolerance`` parameter, such that convergence is detected if +``residual < max(tolerance * scale, absolute_tolerance``). + +``divergence_tolerance`` +======================== + +PETSc_ Krylov solvers accept a third ``divergence_tolerance`` parameter, +such that a divergence is detected if ``residual > divergence_tolerance * +scale``. + +Reporting +========= Different solver suites also report different levels of detail about why they succed or fail. This information is captured as a diff --git a/docs/source/_static/residuals.csv b/docs/source/_static/residuals.csv index cde4559b68..735957de46 100644 --- a/docs/source/_static/residuals.csv +++ b/docs/source/_static/residuals.csv @@ -4,5 +4,5 @@ residual,scale,FiPy,PETSc_ [#KSP_Convergence_Tests]_,pyamgx_ [#AMGX_convergence] :math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,:math:`\|\vec{L}\|_\infty`,``matrix``,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,``AZ_Anorm`` :math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2^{(0)}`,``initial``,[#FiPy_Convergence_Test]_,``RELATIVE_INI_CORE`` (``default``),"`bicgstab `_, `gmres `_, `minres `_, or [#FiPy_Convergence_Test]_",[#FiPy_Convergence_Test]_,``AZ_r0`` (``default``) :math:`\|\mathsf{L}\vec{x} - \vec{b}\|_\infty`,:math:`\|\mathsf{L}\|_\infty * \|\vec{x}\|_1 - \|\vec{b}\|_\infty`,``solution``,,,,,``AZ_sol`` -:math:`\left\|\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)\right\|_2`,:math:`\left\|\vec{b}\right\|_2`,``preconditioned``,|KSP_NORM_PRECONDITIONED|_,,,, -:math:`\sqrt{\left(\mathsf{L}\vec{x} - \vec{b}\right)\mathsf{P}^{-1}\left(\mathsf{L}\vec{x} - \vec{b}\right)}`,:math:`\left\|\vec{b}\right\|_2`,``natural``,|KSP_NORM_NATURAL|_,,,, +:math:`\left\|\mathsf{P}^{-1}(\mathsf{L}\vec{x} - \vec{b})\right\|_2`,:math:`\left\|\vec{b}\right\|_2`,``preconditioned``,|KSP_NORM_PRECONDITIONED|_,,,, +:math:`\sqrt{(\mathsf{L}\vec{x} - \vec{b})\mathsf{P}^{-1}(\mathsf{L}\vec{x} - \vec{b})}`,:math:`\left\|\vec{b}\right\|_2`,``natural``,|KSP_NORM_NATURAL|_,,,, diff --git a/fipy/solvers/petsc/linearLUSolver.py b/fipy/solvers/petsc/linearLUSolver.py index 238885ae13..24404a5dd4 100644 --- a/fipy/solvers/petsc/linearLUSolver.py +++ b/fipy/solvers/petsc/linearLUSolver.py @@ -63,14 +63,14 @@ def _solve_(self, L, x, b): ksp.setOperators(L) ksp.setFromOptions() - tolerance_factor, _ = self._adaptTolerance(L, x, b) + tolerance_scale, _ = self._adaptTolerance(L, x, b) self._log.debug("BEGIN solve") for iteration in range(self.iterations): residualVector, residual = self._residualVectorAndNorm(L, x, b) - if residual <= self.tolerance * tolerance_factor: + if residual <= self.tolerance * tolerance_scale: break xError = x.copy() diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index 464b9c5d58..36c4242417 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -17,13 +17,20 @@ class PETScKrylovSolver(PETScSolver): """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-10, + absolute_tolerance=None, + divergence_tolerance=None, + criterion="default", iterations=1000, precon=None): """ Parameters ---------- tolerance : float - Required error tolerance. + Required relative error tolerance. + absolute_tolerance : float + Required absolute error tolerance. + divergence_tolerance : float + Required divergence error tolerance. criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'preconditioned', 'natural'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. @@ -35,7 +42,9 @@ def __init__(self, tolerance=1e-10, criterion="default", """ if self.__class__ is PETScKrylovSolver: raise NotImplementedError("can't instantiate abstract base class") - + + self.absolute_tolerance = absolute_tolerance + self.divergence_tolerance = divergence_tolerance PETScSolver.__init__(self, tolerance=tolerance, criterion=criterion, iterations=iterations, precon=precon) @@ -72,8 +81,15 @@ def _solve_(self, L, x, b): else: self.preconditioner._applyToSolver(solver=ksp, matrix=L) - tolerance_factor, suite_criterion = self._adaptTolerance(L, x, b) - ksp.setTolerances(rtol=self.tolerance * tolerance_factor, max_it=self.iterations) + tolerance_scale, suite_criterion = self._adaptTolerance(L, x, b) + + rtol, atol, divtol = (self.scale_tolerance(tol, tolerance_scale) + for tol in (self.tolerance, + self.absolute_tolerance, + self.divergence_tolerance)) + + ksp.setTolerances(rtol=rtol, atol=atol, divtol=divtol, + max_it=self.iterations) ksp.setNormType(suite_criterion) L.assemble() diff --git a/fipy/solvers/pyamgx/pyAMGXSolver.py b/fipy/solvers/pyamgx/pyAMGXSolver.py index 8e151ede28..3bcda21602 100644 --- a/fipy/solvers/pyamgx/pyAMGXSolver.py +++ b/fipy/solvers/pyamgx/pyAMGXSolver.py @@ -105,11 +105,11 @@ def _solve_(self, L, x, b): self.b_gpu.upload(b) self.A_gpu.upload_CSR(L.matrix) - tolerance_factor, suite_criterion = self._adaptTolerance(L, x, b) + tolerance_scale, suite_criterion = self._adaptTolerance(L, x, b) config_dict = self.config_dict.copy() config_dict["solver"]["monitor_residual"] = 1 config_dict["solver"]["store_res_history"] = 1 - config_dict["solver"]["tolerance"] = self.tolerance * tolerance_factor + config_dict["solver"]["tolerance"] = self.tolerance * tolerance_scale config_dict["solver"]["convergence"] = suite_criterion cfg = pyamgx.Config().create_from_dict(config_dict) diff --git a/fipy/solvers/pysparse/linearJORSolver.py b/fipy/solvers/pysparse/linearJORSolver.py index 4a55910e19..a9533d03da 100644 --- a/fipy/solvers/pysparse/linearJORSolver.py +++ b/fipy/solvers/pysparse/linearJORSolver.py @@ -56,12 +56,12 @@ def _solve_(self, L, x, b): tol = 1e+10 xold = x.copy() - tolerance_factor, _ = self._adaptTolerance(L, x, b) + tolerance_scale, _ = self._adaptTolerance(L, x, b) for iteration in range(self.iterations): residual = numerix.L2norm(L * x - b) - if residual <= self.tolerance * tolerance_factor: + if residual <= self.tolerance * tolerance_scale: break xold[:] = x @@ -72,4 +72,4 @@ def _solve_(self, L, x, b): self._setConvergence(suite="pysparse", code=0, iterations=iteration+1, - residual=residual / tolerance_factor) + residual=residual / tolerance_scale) diff --git a/fipy/solvers/pysparse/linearLUSolver.py b/fipy/solvers/pysparse/linearLUSolver.py index af44c53445..4ba8689c4d 100644 --- a/fipy/solvers/pysparse/linearLUSolver.py +++ b/fipy/solvers/pysparse/linearLUSolver.py @@ -65,14 +65,14 @@ def _adaptInitialTolerance(self, L, x, b): def _solve_(self, L, x, b): LU = superlu.factorize(L.matrix.to_csr()) - tolerance_factor, _ = self._adaptTolerance(L, x, b) + tolerance_scale, _ = self._adaptTolerance(L, x, b) self._log.debug("BEGIN solve") for iteration in range(self.iterations): residualVector, residual = self._residualVectorAndNorm(L, x, b) - if residual <= self.tolerance * tolerance_factor: + if residual <= self.tolerance * tolerance_scale: break xError = numerix.zeros(len(b), 'd') diff --git a/fipy/solvers/pysparse/pysparseSolver.py b/fipy/solvers/pysparse/pysparseSolver.py index 2a9d6d3a66..63fc14eb57 100644 --- a/fipy/solvers/pysparse/pysparseSolver.py +++ b/fipy/solvers/pysparse/pysparseSolver.py @@ -43,7 +43,7 @@ def _solve_(self, L, x, b): else: P, A = self.preconditioner._applyToMatrix(A) - tolerance_factor, _ = self._adaptTolerance(L, x, b) + tolerance_scale, _ = self._adaptTolerance(L, x, b) # Pysparse returns the relative residual, # which changes depending on which solver is used @@ -52,7 +52,7 @@ def _solve_(self, L, x, b): self._log.debug("BEGIN solve") info, iter, relres = self.solveFnc(A, b, x, - self.tolerance * tolerance_factor, + self.tolerance * tolerance_scale, self.iterations, P) self._log.debug("END solve") diff --git a/fipy/solvers/scipy/linearLUSolver.py b/fipy/solvers/scipy/linearLUSolver.py index 0ad22fa844..b8d2f36c73 100644 --- a/fipy/solvers/scipy/linearLUSolver.py +++ b/fipy/solvers/scipy/linearLUSolver.py @@ -40,14 +40,14 @@ def _solve_(self, L, x, b): panel_size=10, permc_spec=3) - tolerance_factor, _ = self._adaptTolerance(L, x, b) + tolerance_scale, _ = self._adaptTolerance(L, x, b) self._log.debug("BEGIN solve") for iteration in range(min(self.iterations, 10)): residualVector, residual = self._residualVectorAndNorm(L, x, b) - if residual <= self.tolerance * tolerance_factor: + if residual <= self.tolerance * tolerance_scale: break xError = LU.solve(residualVector) diff --git a/fipy/solvers/scipy/scipyKrylovSolver.py b/fipy/solvers/scipy/scipyKrylovSolver.py index a448ce134c..8e01808126 100644 --- a/fipy/solvers/scipy/scipyKrylovSolver.py +++ b/fipy/solvers/scipy/scipyKrylovSolver.py @@ -44,17 +44,21 @@ def _solve_(self, L, x, b): else: M = self.preconditioner._applyToMatrix(A) - tolerance_factor, _ = self._adaptTolerance(L, x, b) + tolerance_scale, _ = self._adaptTolerance(L, x, b) self.actualIterations = 0 + rtol, atol = (self.scale_tolerance(tol, tolerance_scale) + for tol in (self.tolerance, + self.absolute_tolerance)) + self._log.debug("BEGIN solve") x, info = self.solveFnc(A, b, x, - tol=self.tolerance * tolerance_factor, + tol=rtol, + atol=atol, maxiter=self.iterations, M=M, - atol='legacy', callback=self._countIterations) self._log.debug("END solve") diff --git a/fipy/solvers/scipy/scipySolver.py b/fipy/solvers/scipy/scipySolver.py index 46ba194ded..dcb7957ba1 100644 --- a/fipy/solvers/scipy/scipySolver.py +++ b/fipy/solvers/scipy/scipySolver.py @@ -16,7 +16,8 @@ class _ScipySolver(Solver): .. attention:: This class is abstract. Always create one of its subclasses. """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-10, absolute_tolerance=0., + criterion="default", iterations=1000, precon=None): """ Create a `Solver` object. @@ -24,7 +25,9 @@ def __init__(self, tolerance=1e-10, criterion="default", Parameters ---------- tolerance : float - Required error tolerance. + Required relative error tolerance. + absolute_tolerance : float + Required absolute error tolerance. criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. @@ -34,6 +37,7 @@ def __init__(self, tolerance=1e-10, criterion="default", Preconditioner to use. Not all solver suites support preconditioners. """ + self.absolute_tolerance = absolute_tolerance super(_ScipySolver, self).__init__(tolerance=tolerance, criterion=criterion, iterations=iterations, precon=precon) diff --git a/fipy/solvers/solver.py b/fipy/solvers/solver.py index 6d6d43286b..23150f0949 100644 --- a/fipy/solvers/solver.py +++ b/fipy/solvers/solver.py @@ -220,9 +220,15 @@ def _adaptTolerance(self, L, x, b): "natural": self._adaptNaturalTolerance } - tolerance_factor, suite_criterion = adapt[self.criterion](L, x, b) + tolerance_scale, suite_criterion = adapt[self.criterion](L, x, b) - return tolerance_factor, suite_criterion + return tolerance_scale, suite_criterion + + @staticmethod + def scale_tolerance(tol, scale): + if tol is not None: + tol *= scale + return tol def _applyUnderRelaxation(self, underRelaxation=None): if underRelaxation is not None: diff --git a/fipy/solvers/trilinos/linearLUSolver.py b/fipy/solvers/trilinos/linearLUSolver.py index 9ecbf8fcab..3490eaa564 100644 --- a/fipy/solvers/trilinos/linearLUSolver.py +++ b/fipy/solvers/trilinos/linearLUSolver.py @@ -62,14 +62,14 @@ def _adaptInitialTolerance(self, L, x, b): def _solve_(self, L, x, b): - tolerance_factor, _ = self._adaptTolerance(L, x, b) + tolerance_scale, _ = self._adaptTolerance(L, x, b) self._log.debug("BEGIN solve") for iteration in range(self.iterations): residualVector, residual = self._residualVectorAndNorm(L, x, b) - if residual <= self.tolerance * tolerance_factor: + if residual <= self.tolerance * tolerance_scale: break xError = Epetra.Vector(L.RowMap()) diff --git a/fipy/solvers/trilinos/trilinosAztecOOSolver.py b/fipy/solvers/trilinos/trilinosAztecOOSolver.py index 646ce8916f..9647088a55 100644 --- a/fipy/solvers/trilinos/trilinosAztecOOSolver.py +++ b/fipy/solvers/trilinos/trilinosAztecOOSolver.py @@ -65,7 +65,7 @@ def _solve_(self, L, x, b): Solver.SetAztecOption(AztecOO.AZ_output, AztecOO.AZ_none) - tolerance_factor, suite_criterion = self._adaptTolerance(L, x, b) + tolerance_scale, suite_criterion = self._adaptTolerance(L, x, b) Solver.SetAztecOption(AztecOO.AZ_conv, suite_criterion) @@ -76,7 +76,7 @@ def _solve_(self, L, x, b): self._log.debug("BEGIN solve") - output = Solver.Iterate(self.iterations, self.tolerance * tolerance_factor) + output = Solver.Iterate(self.iterations, self.tolerance * tolerance_scale) self._log.debug("END solve") From 243fbc2c3ed3eb76cb7a4339fe5688010aef9421 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 25 Oct 2023 17:20:00 -0400 Subject: [PATCH 197/303] Change from CSR to CRV CSR requires *slow* conversion from IJV. CRV is "Undocumented.", but turns out to be what we want. --- fipy/matrices/petscMatrix.py | 33 ++++++++++++++++++++++++++++++--- 1 file changed, 30 insertions(+), 3 deletions(-) diff --git a/fipy/matrices/petscMatrix.py b/fipy/matrices/petscMatrix.py index bea752e65a..4d8b8cabf9 100644 --- a/fipy/matrices/petscMatrix.py +++ b/fipy/matrices/petscMatrix.py @@ -181,6 +181,34 @@ def _shape(self): def _range(self): return list(range(self._shape[1])), list(range(self._shape[0])) + def _setRCV(self, vector, id1, id2, addv=False): + """Insert values based on triplet of rows, columns, and values + + L[id2[k], id1[k]] = vector[k] + + :meth:`~PETSc.Mat.setValuesRCV` is, helpfully, described as + `Undocumented. `https://github.com/petsc/petsc/blob/c373386401c23a900b8d8448dc0b1bd4ba1cb6ca/src/binding/petsc4py/src/petsc4py/PETSc/Mat.pyx#L2541C28-L2541C28>`_ + 8^P (even that was only done in + `v3.20.0 `_). + + The sourcecode is not terribly helpful, but, fortunately, + Firedrake's `petsc_sparse()` shows what to do. + (https://www.firedrakeproject.org/_modules/firedrake/preconditioners/fdm.html). + + I have no idea why they need to be column vectors, but it works. + + Parameters + ---------- + vector : array_like + non-zero values + id1 : array_like + column(?) indices + id2 : array_like + row(?) indices + """ + + self.matrix.setValuesRCV(id2[:, None], id1[:, None], vector[:, None]) + def put(self, vector, id1, id2): """ Put elements of `vector` at positions of the matrix corresponding to (`id1`, `id2`) @@ -193,7 +221,7 @@ def put(self, vector, id1, id2): 2.500000 --- --- """ self.matrix.assemble(self.matrix.AssemblyType.FLUSH) - self.matrix.setValuesCSR(*self._ijv2csr(id2, id1, vector)) + self._setRCV(vector=vector, id1=id1, id2=id2) def _ijv2csr(self, i, j, v): """Convert arrays of matrix indices and values into CSR format @@ -288,8 +316,7 @@ def addAt(self, vector, id1, id2): 2.500000 --- 2.200000 """ self.matrix.assemble(self.matrix.AssemblyType.FLUSH) - self.matrix.setValuesCSR(*self._ijv2csr(id2, id1, vector), - addv=True) + self._setRCV(vector=vector, id1=id1, id2=id2, addv=True) def addAtDiagonal(self, vector): if isinstance(vector, (int, float)): From 9414eff19f0fed84800b04f3097a7387185f9ac1 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 26 Oct 2023 22:19:52 -0400 Subject: [PATCH 198/303] Actually add fix indexing --- fipy/matrices/petscMatrix.py | 11 +++++++---- 1 file changed, 7 insertions(+), 4 deletions(-) diff --git a/fipy/matrices/petscMatrix.py b/fipy/matrices/petscMatrix.py index 4d8b8cabf9..30452de932 100644 --- a/fipy/matrices/petscMatrix.py +++ b/fipy/matrices/petscMatrix.py @@ -202,12 +202,15 @@ def _setRCV(self, vector, id1, id2, addv=False): vector : array_like non-zero values id1 : array_like - column(?) indices + row indices id2 : array_like - row(?) indices + column indices """ - - self.matrix.setValuesRCV(id2[:, None], id1[:, None], vector[:, None]) + id1 = numerix.asarray(id1, dtype='int32') + id2 = numerix.asarray(id2, dtype='int32') + vector = numerix.asarray(vector) + self.matrix.setValuesRCV(id1[:, None], id2[:, None], vector[:, None], + addv=addv) def put(self, vector, id1, id2): """ From d8a569e795e0458f8cccb1cb9130de4edcf7c891 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 27 Oct 2023 09:31:59 -0400 Subject: [PATCH 199/303] Switch to PETSc.IntType --- fipy/matrices/petscMatrix.py | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/fipy/matrices/petscMatrix.py b/fipy/matrices/petscMatrix.py index 30452de932..aaae229cb1 100644 --- a/fipy/matrices/petscMatrix.py +++ b/fipy/matrices/petscMatrix.py @@ -206,8 +206,8 @@ def _setRCV(self, vector, id1, id2, addv=False): id2 : array_like column indices """ - id1 = numerix.asarray(id1, dtype='int32') - id2 = numerix.asarray(id2, dtype='int32') + id1 = numerix.asarray(id1, dtype=PETSc.IntType) + id2 = numerix.asarray(id2, dtype=PETSc.IntType) vector = numerix.asarray(vector) self.matrix.setValuesRCV(id1[:, None], id2[:, None], vector[:, None], addv=addv) @@ -267,7 +267,7 @@ def _ijv2csr(self, i, j, v): vals = v[ix] # note: PETSc (at least via pip) only seems to handle 32 bit addressing - return row_ptr.astype('int32'), cols.astype('int32'), vals + return row_ptr.astype(PETSc.IntType), cols.astype(PETSc.IntType), vals def putDiagonal(self, vector): """ @@ -610,8 +610,8 @@ def _ao(self): petscIDs = numerix.arange(N) + numerix.sum(count[:comm.procID]) - self._ao_ = PETSc.AO().createBasic(petsc=petscIDs.astype('int32'), - app=fipyIDs.astype('int32'), + self._ao_ = PETSc.AO().createBasic(petsc=petscIDs.astype(PETSc.IntType), + app=fipyIDs.astype(PETSc.IntType), comm=comm.petsc4py_comm) return self._ao_ @@ -624,7 +624,7 @@ def _matrix2mesh(self, ids): def _mesh2matrix(self, ids): """Convert mesh cell indices to matrix row indices """ - return self._ao.app2petsc(ids.astype('int32')) + return self._ao.app2petsc(ids.astype(PETSc.IntType)) def _fipy2petscGhost(self, var): """Convert a FiPy Variable to a PETSc `GhostVec` @@ -659,7 +659,7 @@ def _fipy2petscGhost(self, var): array = numerix.concatenate([corporeal, incorporeal]) comm = self.mesh.communicator.petsc4py_comm - vec = PETSc.Vec().createGhostWithArray(ghosts=self._m2m.ghosts.astype('int32'), + vec = PETSc.Vec().createGhostWithArray(ghosts=self._m2m.ghosts.astype(PETSc.IntType), array=array, comm=comm) @@ -905,7 +905,7 @@ def __mul__(self, other): x = other[self._m2m.localNonOverlappingColIDs] x = PETSc.Vec().createWithArray(x, comm=self.matrix.comm) - y = PETSc.Vec().createGhost(ghosts=self._m2m.ghosts.astype('int32'), + y = PETSc.Vec().createGhost(ghosts=self._m2m.ghosts.astype(PETSc.IntType), size=(len(self._m2m.localNonOverlappingColIDs), None), comm=self.matrix.comm) self.matrix.mult(x, y) @@ -917,7 +917,7 @@ def __mul__(self, other): def takeDiagonal(self): self.matrix.assemble() - y = PETSc.Vec().createGhost(ghosts=self._m2m.ghosts.astype('int32'), + y = PETSc.Vec().createGhost(ghosts=self._m2m.ghosts.astype(PETSc.IntType), size=(len(self._m2m.localNonOverlappingColIDs), None), comm=self.matrix.comm) self.matrix.getDiagonal(result=y) From 3aa4f56bacec84260cc71eae9be5f5c7af6817a9 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Mon, 30 Oct 2023 10:22:26 -0400 Subject: [PATCH 200/303] Improve explanation of `criterion="default"` --- docs/source/SOLVERS.rst | 36 +++++++++++++++++-------------- docs/source/_static/residuals.csv | 17 ++++++++------- 2 files changed, 29 insertions(+), 24 deletions(-) diff --git a/docs/source/SOLVERS.rst b/docs/source/SOLVERS.rst index 09081a6f1d..6289b7cf50 100644 --- a/docs/source/SOLVERS.rst +++ b/docs/source/SOLVERS.rst @@ -203,7 +203,7 @@ Convergence Different solver suites take different approaches to testing convergence. We endeavor to harmonize this behavior by allowing the strings in the -"FiPy" column to be passed as the ``criterion=`` argument when +"criterion" column to be passed as an argument when instantiating a :class:`~fipy.solvers.solver.Solver`. .. note:: PyAMG_ is a set of preconditioners applied on top of SciPy_, so @@ -213,27 +213,29 @@ instantiating a :class:`~fipy.solvers.solver.Solver`. :file: _static/residuals.csv :widths: auto :header-rows: 1 - :stub-columns: 2 + :stub-columns: 1 Convergence is detected if ``residual < tolerance * scale``. ``default`` =========== -The behavior of ``criterion="default"`` depends on the solver suite and, -sometimes, on the specific solver. Where feasible, this behavior is -specified in the table. - -- PySparse_ has two different groups of solvers, - with different defaults. -- PETSc_ accepts ``KSP_NORM_DEFAULT`` in order to - "use the default for the current ``KSPType``". Discerning the actual - behavior would require burning the code in a bowl of chicken entrails. - (It is reasonable to assume |KSP_NORM_PRECONDITIONED|_ for - left-preconditioned solvers and |KSP_NORM_UNPRECONDITIONED|_ otherwise; - even the PETSc_ documentation says that |KSP_NORM_NATURAL|_ is `"weird" - `_). -- LU solvers default to ``"initial"``. +The setting ``criterion="default"`` is equivalent to what the particular +suite and solver does if not specifically configured. The ``default`` row +of the table is a best effort at documenting what will happen. + +.. note:: + + - All LU solvers default to ``"initial"``. + - PySparse_ has two different groups of solvers, + with different defaults. + - PETSc_ accepts |KSP_NORM_DEFAULT|_ in order to + "use the default for the current ``KSPType``". Discerning the actual + behavior would require burning the code in a bowl of chicken entrails. + (It is reasonable to assume |KSP_NORM_PRECONDITIONED|_ for + left-preconditioned solvers and |KSP_NORM_UNPRECONDITIONED|_ otherwise; + even the PETSc_ documentation says that |KSP_NORM_NATURAL|_ is `"weird" + `_). ``absolute_tolerance`` ====================== @@ -272,6 +274,8 @@ they succed or fail. This information is captured as a .. _KSP_NORM_PRECONDITIONED: https://petsc.org/main/docs/manualpages/KSP/KSP_NORM_PRECONDITIONED/ .. |KSP_NORM_NATURAL| replace:: :literal:`KSP_NORM_NATURAL` .. _KSP_NORM_NATURAL: https://petsc.org/main/docs/manualpages/KSP/KSP_NORM_NATURAL/ +.. |KSP_NORM_DEFAULT| replace:: :literal:`KSP_NORM_DEFAULT` +.. _KSP_NORM_DEFAULT: https://petsc.org/main/manualpages/KSP/KSPNormType/ .. [#KSP_Convergence_Tests] https://petsc.org/release/docs/manual/ksp/#sec-convergencetests diff --git a/docs/source/_static/residuals.csv b/docs/source/_static/residuals.csv index 735957de46..b2af40cdb2 100644 --- a/docs/source/_static/residuals.csv +++ b/docs/source/_static/residuals.csv @@ -1,8 +1,9 @@ -residual,scale,FiPy,PETSc_ [#KSP_Convergence_Tests]_,pyamgx_ [#AMGX_convergence]_,PySparse_,SciPy_ [#SciPy_Convergence_Test]_,Trilinos_ [#AztecOO_convergence]_ -:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,:math:`1`,``unscaled``,[#FiPy_Convergence_Test]_,``ABSOLUTE``,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,``AZ_noscaled`` -:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,:math:`\|\vec{b}\|_2`,``RHS``,|KSP_NORM_UNPRECONDITIONED|_,[#FiPy_Convergence_Test]_,"`cgs `_, `pcg `_, `qmres `_, or [#FiPy_Convergence_Test]_",``default``,``AZ_rhs`` -:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,:math:`\|\vec{L}\|_\infty`,``matrix``,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,``AZ_Anorm`` -:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2^{(0)}`,``initial``,[#FiPy_Convergence_Test]_,``RELATIVE_INI_CORE`` (``default``),"`bicgstab `_, `gmres `_, `minres `_, or [#FiPy_Convergence_Test]_",[#FiPy_Convergence_Test]_,``AZ_r0`` (``default``) -:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_\infty`,:math:`\|\mathsf{L}\|_\infty * \|\vec{x}\|_1 - \|\vec{b}\|_\infty`,``solution``,,,,,``AZ_sol`` -:math:`\left\|\mathsf{P}^{-1}(\mathsf{L}\vec{x} - \vec{b})\right\|_2`,:math:`\left\|\vec{b}\right\|_2`,``preconditioned``,|KSP_NORM_PRECONDITIONED|_,,,, -:math:`\sqrt{(\mathsf{L}\vec{x} - \vec{b})\mathsf{P}^{-1}(\mathsf{L}\vec{x} - \vec{b})}`,:math:`\left\|\vec{b}\right\|_2`,``natural``,|KSP_NORM_NATURAL|_,,,, +criterion,residual,scale,PETSc_ [#KSP_Convergence_Tests]_,pyamgx_ [#AMGX_convergence]_,PySparse_,SciPy_ [#SciPy_Convergence_Test]_,Trilinos_ [#AztecOO_convergence]_ +``unscaled``,:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,:math:`1`,[#FiPy_Convergence_Test]_,``ABSOLUTE``,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,``AZ_noscaled`` +``RHS``,:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,:math:`\|\vec{b}\|_2`,|KSP_NORM_UNPRECONDITIONED|_,[#FiPy_Convergence_Test]_,"`cgs `_, `pcg `_, `qmres `_, or [#FiPy_Convergence_Test]_",``default``,``AZ_rhs`` +``matrix``,:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,:math:`\|\vec{L}\|_\infty`,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,``AZ_Anorm`` +``initial``,:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2^{(0)}`,[#FiPy_Convergence_Test]_,``RELATIVE_INI_CORE``,"`bicgstab `_, `gmres `_, `minres `_, or [#FiPy_Convergence_Test]_",[#FiPy_Convergence_Test]_,``AZ_r0`` +``solution``,:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_\infty`,:math:`\|\mathsf{L}\|_\infty * \|\vec{x}\|_1 - \|\vec{b}\|_\infty`,,,,,``AZ_sol`` +``preconditioned``,:math:`\left\|\mathsf{P}^{-1}(\mathsf{L}\vec{x} - \vec{b})\right\|_2`,:math:`\left\|\vec{b}\right\|_2`,|KSP_NORM_PRECONDITIONED|_,,,, +``natural``,:math:`\sqrt{(\mathsf{L}\vec{x} - \vec{b})\mathsf{P}^{-1}(\mathsf{L}\vec{x} - \vec{b})}`,:math:`\left\|\vec{b}\right\|_2`,|KSP_NORM_NATURAL|_,,,, +``default``,,,|KSP_NORM_DEFAULT|_ (``RHS`` or ``preconditioned``),``initial``,``RHS`` or ``initial``,``RHS``,``initial`` From 6e74c3da8a028ee626cc8e9c8b664be8734aa10b Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Mon, 30 Oct 2023 10:34:39 -0400 Subject: [PATCH 201/303] Improve explanation of FiPy-implemented criteria --- docs/source/SOLVERS.rst | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/docs/source/SOLVERS.rst b/docs/source/SOLVERS.rst index 6289b7cf50..aa3c5c902e 100644 --- a/docs/source/SOLVERS.rst +++ b/docs/source/SOLVERS.rst @@ -290,7 +290,8 @@ they succed or fail. This information is captured as a For AztecOO Version 3.6 in Trilinos Release 8.0, https://trilinos.github.io/pdfs/AztecOOUserGuide.pdf -.. [#FiPy_Convergence_Test] Implemented by :term:`FiPy` +.. [#FiPy_Convergence_Test] Implemented by :term:`FiPy` using intrinsic + solver capabilities. .. |KSP_CONVERGED_ITS| replace:: :literal:`KSP_CONVERGED_ITS` .. _KSP_CONVERGED_ITS: https://petsc.org/main/docs/manualpages/KSP/KSP_CONVERGED_ITS/ From 684bc19e634147f1dce82c39cc60899e6248eb66 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Mon, 30 Oct 2023 17:24:22 -0400 Subject: [PATCH 202/303] Specify `Convergence` classes --- docs/source/_static/solver_convergence.csv | 41 +++++++++++----------- 1 file changed, 20 insertions(+), 21 deletions(-) diff --git a/docs/source/_static/solver_convergence.csv b/docs/source/_static/solver_convergence.csv index 60091f6fdc..19f587c6ca 100644 --- a/docs/source/_static/solver_convergence.csv +++ b/docs/source/_static/solver_convergence.csv @@ -1,21 +1,20 @@ -,PETSc_,pyamgx_,PySparse_,SciPy_,Trilinos_ -Convergence criteria met.,|KSP_CONVERGED_ITS|_,|AMGX_SOLVE_SUCCESS|_,,|SciPy_0|_,|AZ_normal|_ -"Converged, residual is as small as seems reasonable on this machine.",|KSP_CONVERGED_ATOL|_,,|PySparse_2|_,, -"Converged, :math:`\mathbf{b} = 0`, so the exact solution is :math:`\mathbf{x} = 0`.",,,|PySparse_1|_,, -"Converged, relative error appears to be less than tolerance.",|KSP_CONVERGED_RTOL|_,,|PySparse_0|_,, -,|KSP_CONVERGED_HAPPY_BREAKDOWN|_,,,, -Solve still in progress.,|KSP_CONVERGED_ITERATING|_,,,, -,,,,, -Illegal input or breakdown,,|AMGX_SOLVE_FAILED|_,,|SciPy_lt0|_, -The iterative solver has broken down.,|KSP_DIVERGED_BREAKDOWN|_,,,,|AZ_breakdown|_ -"Initial residual is orthogonal to preconditioned initial residual. Try a different preconditioner, or a different initial Level.continue to enlarge the Krylov space.",|KSP_DIVERGED_BREAKDOWN_BICG|_,,,, -Maximum number of iterations was reached.,|KSP_DIVERGED_ITS|_,|AMGX_SOLVE_DIVERGED|_,|PySparse_neg1|_,|SciPy_gt0|_,|AZ_maxits|_ -The system involving the preconditioner was ill-conditioned.,|KSP_DIVERGED_PC_FAILED|_,,|PySparse_neg2|_,, -"An inner product of the form :math:`\mathbf{x}^T \mathsf{P}^{-1} \mathbf{x}` was not positive, so the preconditioning matrix :math:`\mathsf{P}` does not appear to be positive definite.",|KSP_DIVERGED_INDEFINITE_PC|_,,|PySparse_neg3|_,, -The matrix :math:`\mathsf{L}` appears to be ill-conditioned.,|KSP_DIVERGED_INDEFINITE_MAT|_,,|PySparse_neg4|_,,|AZ_ill_cond|_ -The method stagnated.,,,|PySparse_neg5|_,, -A scalar quantity became too small or too large to continue computing.,|KSP_DIVERGED_NANORINF|_,,|PySparse_neg6|_,, -The iterative solver has terminated due to a lack of accuracy in the recursive residual (caused by rounding errors).,,,,,|AZ_loss|_ -,|KSP_DIVERGED_NULL|_,,,, -The residual norm increased by a factor of ``divtol``.,|KSP_DIVERGED_DTOL|_,,,, -"It appears the operator or preconditioner is not symmetric and this Krylov method (``KSPCG``, ``KSPMINRES``, ``KSPCR``) requires symmetry.",|KSP_DIVERGED_NONSYMMETRIC|_,,,, +,,PETSc_,pyamgx_,PySparse_,SciPy_,Trilinos_ +:class:`~fipy.solvers.convergence.Convergence`,Convergence criteria met.,|KSP_CONVERGED_ITS|_,|AMGX_SOLVE_SUCCESS|_,,|SciPy_0|_,|AZ_normal|_ +:class:`~fipy.solvers.convergence.AbsoluteToleranceConvergence`,"Converged, residual is as small as seems reasonable on this machine.",|KSP_CONVERGED_ATOL|_,,|PySparse_2|_,, +,"Converged, :math:`\mathbf{b} = 0`, so the exact solution is :math:`\mathbf{x} = 0`.",,,|PySparse_1|_,, +:class:`~fipy.solvers.convergence.RelativeToleranceConvergence`,"Converged, relative error appears to be less than tolerance.",|KSP_CONVERGED_RTOL|_,,|PySparse_0|_,, +,,|KSP_CONVERGED_HAPPY_BREAKDOWN|_,,,, +,Solve still in progress.,|KSP_CONVERGED_ITERATING|_,,,, +,,,,,, +:class:`~fipy.solvers.convergence.BreakdownDivergence`,Illegal input or the iterative solver has broken down.,|KSP_DIVERGED_BREAKDOWN|_,|AMGX_SOLVE_FAILED|_,,|SciPy_lt0|_,|AZ_breakdown|_ +,"Initial residual is orthogonal to preconditioned initial residual. Try a different preconditioner, or a different initial Level.continue to enlarge the Krylov space.",|KSP_DIVERGED_BREAKDOWN_BICG|_,,,, +:class:`~fipy.solvers.convergence.IterationDivergence`,Maximum number of iterations was reached.,|KSP_DIVERGED_ITS|_,|AMGX_SOLVE_DIVERGED|_,|PySparse_neg1|_,|SciPy_gt0|_,|AZ_maxits|_ +:class:`~fipy.solvers.convergence.PreconditioningDivergence`,The system involving the preconditioner was ill-conditioned.,|KSP_DIVERGED_PC_FAILED|_,,|PySparse_neg2|_,, +,"An inner product of the form :math:`\mathbf{x}^T \mathsf{P}^{-1} \mathbf{x}` was not positive, so the preconditioning matrix :math:`\mathsf{P}` does not appear to be positive definite.",|KSP_DIVERGED_INDEFINITE_PC|_,,|PySparse_neg3|_,, +:class:`~fipy.solvers.convergence.IllConditionedDivergence`,The matrix :math:`\mathsf{L}` appears to be ill-conditioned.,|KSP_DIVERGED_INDEFINITE_MAT|_,,|PySparse_neg4|_,,|AZ_ill_cond|_ +,The method stagnated.,,,|PySparse_neg5|_,, +:class:`~fipy.solvers.convergence.OutOfRangeDivergence`,A scalar quantity became too small or too large to continue computing.,|KSP_DIVERGED_NANORINF|_,,|PySparse_neg6|_,, +,The iterative solver has terminated due to a lack of accuracy in the recursive residual (caused by rounding errors).,,,,,|AZ_loss|_ +,,|KSP_DIVERGED_NULL|_,,,, +,The residual norm increased by a factor of ``divtol``.,|KSP_DIVERGED_DTOL|_,,,, +,"It appears the operator or preconditioner is not symmetric and this Krylov method (``KSPCG``, ``KSPMINRES``, ``KSPCR``) requires symmetry.",|KSP_DIVERGED_NONSYMMETRIC|_,,,, From 5e0f3cfbdad0b4f5fee2289d1ce5d6b08026f1d2 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 31 Oct 2023 12:10:24 -0400 Subject: [PATCH 203/303] Make wide tables scroll --- docs/source/SOLVERS.rst | 2 ++ docs/source/_static/widetable.css | 21 +++++++++++++++++++++ docs/source/conf.py | 1 + 3 files changed, 24 insertions(+) create mode 100644 docs/source/_static/widetable.css diff --git a/docs/source/SOLVERS.rst b/docs/source/SOLVERS.rst index aa3c5c902e..ec67249a2a 100644 --- a/docs/source/SOLVERS.rst +++ b/docs/source/SOLVERS.rst @@ -214,6 +214,7 @@ instantiating a :class:`~fipy.solvers.solver.Solver`. :widths: auto :header-rows: 1 :stub-columns: 1 + :class: widetable Convergence is detected if ``residual < tolerance * scale``. @@ -267,6 +268,7 @@ they succed or fail. This information is captured as a :widths: auto :header-rows: 1 :stub-columns: 1 + :class: widetable .. |KSP_NORM_UNPRECONDITIONED| replace:: :literal:`KSP_NORM_UNPRECONDITIONED` .. _KSP_NORM_UNPRECONDITIONED: https://petsc.org/main/docs/manualpages/KSP/KSP_NORM_UNPRECONDITIONED/ diff --git a/docs/source/_static/widetable.css b/docs/source/_static/widetable.css new file mode 100644 index 0000000000..bc276ac2ce --- /dev/null +++ b/docs/source/_static/widetable.css @@ -0,0 +1,21 @@ +/* + * Adapted from: + * https://groups.google.com/g/sphinx-users/c/ZV8gGObVrQU + * https://blogs.perficient.com/2021/01/18/freezing-row-and-column-in-html-table-using-css/ + */ + +table.widetable { + display: block; + overflow: auto; +} + +table.widetable th.stub { + left: 0; + position: sticky; + z-index: 50; +} + +table.widetable caption span.caption-text { + left: 0; + position: sticky; +} diff --git a/docs/source/conf.py b/docs/source/conf.py index 19a9622ec2..5a8c351dc9 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -332,6 +332,7 @@ def autodoc_skip_member(app, what, name, obj, skip, options): def setup(app): app.connect('autodoc-skip-member', autodoc_skip_member) + app.add_css_file('widetable.css') # lifted from astropy/astropy@e68ca1a1 From e86a34e29dd706ff7558b48add8512ca29c246c2 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 2 Nov 2023 18:51:56 -0400 Subject: [PATCH 204/303] Update link --- docs/source/USAGE.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/USAGE.rst b/docs/source/USAGE.rst index 9151a96063..d7266aa65f 100644 --- a/docs/source/USAGE.rst +++ b/docs/source/USAGE.rst @@ -303,7 +303,7 @@ package. :ref:`PETSC` solvers in order to see what options are possible. Ignored if solver is not :ref:`PETSC`. -.. _PETSc configuration options: https://docs.petsc.org/en/latest/manual/other/#sec-options +.. _PETSc configuration options: https://petsc.org/main/manual/other/#runtime-options .. _PARALLEL: From 6dd047e14576fb03185c2b5ecff01b445d12e4e7 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 2 Nov 2023 19:01:09 -0400 Subject: [PATCH 205/303] Rotate wide tables in PDF --- docs/source/SOLVERS.rst | 23 +++++++++++++++++++++-- docs/source/conf.py | 2 ++ 2 files changed, 23 insertions(+), 2 deletions(-) diff --git a/docs/source/SOLVERS.rst b/docs/source/SOLVERS.rst index ec67249a2a..517dc533c6 100644 --- a/docs/source/SOLVERS.rst +++ b/docs/source/SOLVERS.rst @@ -209,12 +209,20 @@ instantiating a :class:`~fipy.solvers.solver.Solver`. .. note:: PyAMG_ is a set of preconditioners applied on top of SciPy_, so is not explicitly included in the following tables. +.. raw:: latex + + \begin{landscape} + .. csv-table:: Residual Criteria :file: _static/residuals.csv :widths: auto :header-rows: 1 :stub-columns: 1 - :class: widetable + :class: widetable longtable + +.. raw:: latex + + \end{landscape} Convergence is detected if ``residual < tolerance * scale``. @@ -263,12 +271,23 @@ they succed or fail. This information is captured as a :meth:`~fipy.terms.term.Term.solve` or :meth:`~fipy.terms.term.Term.sweep`. +.. raw:: latex + + \begin{landscape} + +.. tabularcolumns:: \Y{.25}\Y{.10}\Y{.22}\Y{.16}\Y{.09}\Y{.06}\Y{.12} + .. csv-table:: Convergence Status Codes :file: _static/solver_convergence.csv :widths: auto :header-rows: 1 :stub-columns: 1 - :class: widetable + :class: widetable longtable + +.. raw:: latex + + \end{landscape} + .. |KSP_NORM_UNPRECONDITIONED| replace:: :literal:`KSP_NORM_UNPRECONDITIONED` .. _KSP_NORM_UNPRECONDITIONED: https://petsc.org/main/docs/manualpages/KSP/KSP_NORM_UNPRECONDITIONED/ diff --git a/docs/source/conf.py b/docs/source/conf.py index 5a8c351dc9..d4c92bf604 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -244,6 +244,8 @@ \definecolor{bluish}{rgb}{0.216,0.188,0.533} \newcommand{\fipylogo}{\scalebox{10}{\rotatebox{4}{\textcolor{redish}{\( \varphi \)}}\kern-.70em\raisebox{-.15em}{\textcolor{bluish}{\( \pi\)}}}} + + \usepackage{pdflscape} """, 'printindex': r'\footnotesize\raggedright\printindex', } From fc7249f3908deb94bef581634b004eebc7979846 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 2 Nov 2023 19:03:12 -0400 Subject: [PATCH 206/303] Split convergences and divergences into separate tables --- docs/source/SOLVERS.rst | 17 ++++++++++++++++ docs/source/_static/solver_convergence.csv | 23 ++++++---------------- docs/source/_static/solver_divergence.csv | 10 ++++++++++ 3 files changed, 33 insertions(+), 17 deletions(-) create mode 100644 docs/source/_static/solver_divergence.csv diff --git a/docs/source/SOLVERS.rst b/docs/source/SOLVERS.rst index 517dc533c6..7ed871c082 100644 --- a/docs/source/SOLVERS.rst +++ b/docs/source/SOLVERS.rst @@ -289,6 +289,23 @@ they succed or fail. This information is captured as a \end{landscape} +.. raw:: latex + + \begin{landscape} + +.. tabularcolumns:: \Y{.25}\Y{.10}\Y{.22}\Y{.16}\Y{.09}\Y{.06}\Y{.12} + +.. csv-table:: Divergence Status Codes + :file: _static/solver_divergence.csv + :widths: auto + :header-rows: 1 + :stub-columns: 1 + :class: widetable longtable + +.. raw:: latex + + \end{landscape} + .. |KSP_NORM_UNPRECONDITIONED| replace:: :literal:`KSP_NORM_UNPRECONDITIONED` .. _KSP_NORM_UNPRECONDITIONED: https://petsc.org/main/docs/manualpages/KSP/KSP_NORM_UNPRECONDITIONED/ .. |KSP_NORM_PRECONDITIONED| replace:: :literal:`KSP_NORM_PRECONDITIONED` diff --git a/docs/source/_static/solver_convergence.csv b/docs/source/_static/solver_convergence.csv index 19f587c6ca..39712ca359 100644 --- a/docs/source/_static/solver_convergence.csv +++ b/docs/source/_static/solver_convergence.csv @@ -1,20 +1,9 @@ ,,PETSc_,pyamgx_,PySparse_,SciPy_,Trilinos_ -:class:`~fipy.solvers.convergence.Convergence`,Convergence criteria met.,|KSP_CONVERGED_ITS|_,|AMGX_SOLVE_SUCCESS|_,,|SciPy_0|_,|AZ_normal|_ +:class:`~fipy.solvers.convergence.Convergence`,Convergence criteria met.,,|AMGX_SOLVE_SUCCESS|_,,|SciPy_0|_,|AZ_normal|_ +:class:`~fipy.solvers.convergence.IterationConvergence`,Requested iterations complete (and no residual calculated).,|KSP_CONVERGED_ITS|_,,,, :class:`~fipy.solvers.convergence.AbsoluteToleranceConvergence`,"Converged, residual is as small as seems reasonable on this machine.",|KSP_CONVERGED_ATOL|_,,|PySparse_2|_,, -,"Converged, :math:`\mathbf{b} = 0`, so the exact solution is :math:`\mathbf{x} = 0`.",,,|PySparse_1|_,, +:class:`~fipy.solvers.convergence.RHSZeroConvergence`,"Converged, :math:`\mathbf{b} = 0`, so the exact solution is :math:`\mathbf{x} = 0`.",,,|PySparse_1|_,, :class:`~fipy.solvers.convergence.RelativeToleranceConvergence`,"Converged, relative error appears to be less than tolerance.",|KSP_CONVERGED_RTOL|_,,|PySparse_0|_,, -,,|KSP_CONVERGED_HAPPY_BREAKDOWN|_,,,, -,Solve still in progress.,|KSP_CONVERGED_ITERATING|_,,,, -,,,,,, -:class:`~fipy.solvers.convergence.BreakdownDivergence`,Illegal input or the iterative solver has broken down.,|KSP_DIVERGED_BREAKDOWN|_,|AMGX_SOLVE_FAILED|_,,|SciPy_lt0|_,|AZ_breakdown|_ -,"Initial residual is orthogonal to preconditioned initial residual. Try a different preconditioner, or a different initial Level.continue to enlarge the Krylov space.",|KSP_DIVERGED_BREAKDOWN_BICG|_,,,, -:class:`~fipy.solvers.convergence.IterationDivergence`,Maximum number of iterations was reached.,|KSP_DIVERGED_ITS|_,|AMGX_SOLVE_DIVERGED|_,|PySparse_neg1|_,|SciPy_gt0|_,|AZ_maxits|_ -:class:`~fipy.solvers.convergence.PreconditioningDivergence`,The system involving the preconditioner was ill-conditioned.,|KSP_DIVERGED_PC_FAILED|_,,|PySparse_neg2|_,, -,"An inner product of the form :math:`\mathbf{x}^T \mathsf{P}^{-1} \mathbf{x}` was not positive, so the preconditioning matrix :math:`\mathsf{P}` does not appear to be positive definite.",|KSP_DIVERGED_INDEFINITE_PC|_,,|PySparse_neg3|_,, -:class:`~fipy.solvers.convergence.IllConditionedDivergence`,The matrix :math:`\mathsf{L}` appears to be ill-conditioned.,|KSP_DIVERGED_INDEFINITE_MAT|_,,|PySparse_neg4|_,,|AZ_ill_cond|_ -,The method stagnated.,,,|PySparse_neg5|_,, -:class:`~fipy.solvers.convergence.OutOfRangeDivergence`,A scalar quantity became too small or too large to continue computing.,|KSP_DIVERGED_NANORINF|_,,|PySparse_neg6|_,, -,The iterative solver has terminated due to a lack of accuracy in the recursive residual (caused by rounding errors).,,,,,|AZ_loss|_ -,,|KSP_DIVERGED_NULL|_,,,, -,The residual norm increased by a factor of ``divtol``.,|KSP_DIVERGED_DTOL|_,,,, -,"It appears the operator or preconditioner is not symmetric and this Krylov method (``KSPCG``, ``KSPMINRES``, ``KSPCR``) requires symmetry.",|KSP_DIVERGED_NONSYMMETRIC|_,,,, +:class:`~fipy.solvers.convergence.HappyBreakdownConvergence`,"""Exact"" solution found and more iterations will just make things worse.",|KSP_CONVERGED_HAPPY_BREAKDOWN|_,,,, +:class:`~fipy.solvers.convergence.LossOfAccuracyConvergence`,The iterative solver has terminated due to a lack of accuracy in the recursive residual (caused by rounding errors).,,,,,|AZ_loss|_ +:class:`~fipy.solvers.convergence.IteratingConvergence`,Solve still in progress.,|KSP_CONVERGED_ITERATING|_,,,, diff --git a/docs/source/_static/solver_divergence.csv b/docs/source/_static/solver_divergence.csv new file mode 100644 index 0000000000..680d422753 --- /dev/null +++ b/docs/source/_static/solver_divergence.csv @@ -0,0 +1,10 @@ +,,PETSc_,pyamgx_,PySparse_,SciPy_,Trilinos_ +:class:`~fipy.solvers.convergence.BreakdownDivergence`,Illegal input or the iterative solver has broken down.,|KSP_DIVERGED_BREAKDOWN|_,|AMGX_SOLVE_FAILED|_,,|SciPy_lt0|_,|AZ_breakdown|_ +:class:`~fipy.solvers.convergence.IterationDivergence`,Maximum number of iterations was reached.,|KSP_DIVERGED_ITS|_,|AMGX_SOLVE_DIVERGED|_,|PySparse_neg1|_,|SciPy_gt0|_,|AZ_maxits|_ +:class:`~fipy.solvers.convergence.PreconditioningDivergence`,The system involving the preconditioner was ill-conditioned.,|KSP_DIVERGED_PC_FAILED|_,,|PySparse_neg2|_,, +:class:`~fipy.solvers.convergence.IllConditionedPreconditionerDivergence`,"An inner product of the form :math:`\mathbf{x}^T \mathsf{P}^{-1} \mathbf{x}` was not positive, so the preconditioning matrix :math:`\mathsf{P}` does not appear to be positive definite.",|KSP_DIVERGED_INDEFINITE_PC|_,,|PySparse_neg3|_,, +:class:`~fipy.solvers.convergence.IllConditionedDivergence`,The matrix :math:`\mathsf{L}` appears to be ill-conditioned.,|KSP_DIVERGED_INDEFINITE_MAT|_,,|PySparse_neg4|_,,|AZ_ill_cond|_ +:class:`~fipy.solvers.convergence.StagnatedDivergence`,The method stagnated.,,,|PySparse_neg5|_,, +:class:`~fipy.solvers.convergence.OutOfRangeDivergence`,A scalar quantity became too small or too large to continue computing.,|KSP_DIVERGED_NANORINF|_,,|PySparse_neg6|_,, +:class:`~fipy.solvers.convergence.NullDivergence`,Breakdown when solving the Hessenberg system within GMRES.,|KSP_DIVERGED_NULL|_,,,, +:class:`~fipy.solvers.convergence.ToleranceDivergence`,The residual norm increased by a factor of ``divtol``.,|KSP_DIVERGED_DTOL|_,,,, From 80544bf48b0f31ce6d06936a48dc4acb8626407b Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 2 Nov 2023 19:48:01 -0400 Subject: [PATCH 207/303] Make wide tables responsive without scrolling --- docs/source/SOLVERS.rst | 6 +++--- docs/source/_static/widetable.css | 23 ++++++++++++++++++++--- 2 files changed, 23 insertions(+), 6 deletions(-) diff --git a/docs/source/SOLVERS.rst b/docs/source/SOLVERS.rst index 7ed871c082..dab9cab543 100644 --- a/docs/source/SOLVERS.rst +++ b/docs/source/SOLVERS.rst @@ -218,7 +218,7 @@ instantiating a :class:`~fipy.solvers.solver.Solver`. :widths: auto :header-rows: 1 :stub-columns: 1 - :class: widetable longtable + :class: wideshow longtable .. raw:: latex @@ -282,7 +282,7 @@ they succed or fail. This information is captured as a :widths: auto :header-rows: 1 :stub-columns: 1 - :class: widetable longtable + :class: wideshow longtable .. raw:: latex @@ -300,7 +300,7 @@ they succed or fail. This information is captured as a :widths: auto :header-rows: 1 :stub-columns: 1 - :class: widetable longtable + :class: wideshow longtable .. raw:: latex diff --git a/docs/source/_static/widetable.css b/docs/source/_static/widetable.css index bc276ac2ce..de1a665bad 100644 --- a/docs/source/_static/widetable.css +++ b/docs/source/_static/widetable.css @@ -1,21 +1,38 @@ /* + * Wide tables are unclickable, apparently because they're under the sidebar. + * * Adapted from: * https://groups.google.com/g/sphinx-users/c/ZV8gGObVrQU * https://blogs.perficient.com/2021/01/18/freezing-row-and-column-in-html-table-using-css/ */ -table.widetable { +/* + * Make wide table horizontally scrollable. + * This has significant UI issues. + */ +table.widescroll { display: block; overflow: auto; } -table.widetable th.stub { +table.widescroll th.stub { left: 0; position: sticky; z-index: 50; } -table.widetable caption span.caption-text { +table.widescroll caption span.caption-text { left: 0; position: sticky; } + +/* Move wide table above whatever is blocking it. */ +table.wideshow { + /* + * "The `position: static` property prevents z-index from having an effect." + * but where does `position: static` come from? + */ + position: relative; + z-index: 25; +} + From 369b4bbebb9b8c6d980ea4b3e65f9b9216736b9d Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 2 Nov 2023 19:58:38 -0400 Subject: [PATCH 208/303] Make Convergence attributes more consistent and refactor logging --- fipy/solvers/convergence.py | 25 ++++++++++++++++++------- fipy/solvers/solver.py | 5 ----- 2 files changed, 18 insertions(+), 12 deletions(-) diff --git a/fipy/solvers/convergence.py b/fipy/solvers/convergence.py index 893e72fa1a..b8616ae953 100644 --- a/fipy/solvers/convergence.py +++ b/fipy/solvers/convergence.py @@ -6,6 +6,7 @@ from future.utils import with_metaclass +import json import logging import warnings @@ -56,14 +57,24 @@ def __init__(self, solver, iterations, residual, criterion, actual_code=None, ** else: self.actual_code = actual_code - self.info = vars(self).copy() - self.info["status_name"] = self.status_name - self.info["status_code"] = self.status_code - self.info["max_iterations"] = self.solver.iterations - self.info.update(kwargs) + self.max_iterations = self.solver.iterations - self._log = logging.getLogger(self.__class__.__module__ - + "." + self.__class__.__name__) + vars(self).update(kwargs) + + self.log() + + @property + def info(self): + info = vars(self).copy() + info["solver"] = str(info["solver"]) + info.update(vars(self.__class__)) + return {k: v for k, v in info.items() if not k.startswith("_")} + + def log(self, level=logging.DEBUG): + logger = logging.getLogger(self.__class__.__module__ + + "." + self.__class__.__name__) + + logger.log(level, json.dumps(self.info)) def warn(self): pass diff --git a/fipy/solvers/solver.py b/fipy/solvers/solver.py index 23150f0949..cb4e16ca01 100644 --- a/fipy/solvers/solver.py +++ b/fipy/solvers/solver.py @@ -18,7 +18,6 @@ from builtins import str __docformat__ = 'restructuredtext' -import json import logging import warnings @@ -151,10 +150,6 @@ def _setConvergence(self, suite, code, iterations, residual, actual_code=None, * actual_code=actual_code, **kwargs) - info = self.convergence.info.copy() - info["solver"] = str(info["solver"]) - self._log.debug(json.dumps(info)) - def _defaultNorm(self, L, x, b): raise NotImplementedError From 235e7a9b9d211ddf2faea9580d600014ae5c4077 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 2 Nov 2023 20:02:12 -0400 Subject: [PATCH 209/303] Make solver-independent Convergence and Divergence classes. Solvers subclass these. Simplifies documentation. --- fipy/solvers/convergence.py | 72 ++++++++++++++++---- fipy/solvers/petsc/petscConvergence.py | 17 +++-- fipy/solvers/pysparse/pysparseConvergence.py | 9 +-- fipy/solvers/trilinos/aztecConvergence.py | 9 ++- 4 files changed, 80 insertions(+), 27 deletions(-) diff --git a/fipy/solvers/convergence.py b/fipy/solvers/convergence.py index b8616ae953..037352f5d8 100644 --- a/fipy/solvers/convergence.py +++ b/fipy/solvers/convergence.py @@ -11,11 +11,14 @@ import warnings __all__ = ["ConvergenceBase", "Convergence", "AbsoluteToleranceConvergence", - "RelativeToleranceConvergence", "Divergence", - "IterationDivergence", "BreakdownDivergence", - "IllConditionedDivergence", "OutOfRangeDivergence", - "PreconditioningDivergence", - "IllConditionedPreconditionerDivergence"] + "RelativeToleranceConvergence", "RHSZeroConvergence", + "IterationConvergence", "HappyBreakdownConvergence", + "IteratingConvergence", "LossOfAccuracyConvergence", + "Divergence", "IterationDivergence", "BreakdownDivergence", + "IllConditionedDivergence", "StagnatedDivergence", + "OutOfRangeDivergence", "PreconditioningDivergence", + "IllConditionedPreconditionerDivergence", "NullDivergence", + "ToleranceDivergence"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] @@ -89,12 +92,41 @@ class Convergence(ConvergenceBase): message = "User requested convergence criteria is satisfied. Iterations: {0}. Relative error: {1}" class AbsoluteToleranceConvergence(Convergence): - """Convergence by satisifying absolute tolerance. + """Absolute tolerance satisfied. + + residual < atol * scale """ pass class RelativeToleranceConvergence(Convergence): - """Convergence by satisifying relative tolerance. + """Relative tolerance satisfied. + + residual < rtol * scale + """ + pass + +class RHSZeroConvergence(Convergence): + r""":math:`\vec{b} = 0`, so exact solution is :math:`\vec{x} = 0`. + """ + pass + +class IterationConvergence(Convergence): + """Requested iterations complete (and no residual calculated). + """ + pass + +class HappyBreakdownConvergence(Convergence): + '''"Exact" solution found and more iterations will just make things worse. + ''' + pass + +class IteratingConvergence(Convergence): + """Solve still in progress. + """ + pass + +class LossOfAccuracyConvergence(Convergence): + """Numerical loss of precision occurred. """ pass @@ -106,32 +138,46 @@ def warn(self): warnings.warn("({status_code}, {status_name}): {residual}".format(**self.info), stacklevel=5) class IterationDivergence(Divergence): - """Divergence by exceeding maximum iterations. + """Exceeded maximum iterations. """ pass class BreakdownDivergence(Divergence): - """Divergence because method broke down. + """Method broke down. """ pass class IllConditionedDivergence(Divergence): - """Divergence because matrix was ill-conditioned. + """Matrix was ill-conditioned. + """ + pass + +class StagnatedDivergence(Divergence): + """The method stagnated. """ pass class OutOfRangeDivergence(Divergence): - """Divergence because a value became too small, too large, or invalid. + """A value became too small, too large, or invalid. """ pass class PreconditioningDivergence(Divergence): - """Divergence because of a problem with the preconditioner. + """A problem with the preconditioner. """ pass class IllConditionedPreconditionerDivergence(PreconditioningDivergence): - """Divergence because preconditioner is ill-conditioned. + """Preconditioner is ill-conditioned. + """ + pass + +class NullDivergence(Divergence): + """Breakdown when solving the Hessenberg system within GMRES. """ pass +class ToleranceDivergence(Divergence): + """Residual norm increased too much. + """ + pass diff --git a/fipy/solvers/petsc/petscConvergence.py b/fipy/solvers/petsc/petscConvergence.py index 6ae886cbf4..db00fc5f74 100644 --- a/fipy/solvers/petsc/petscConvergence.py +++ b/fipy/solvers/petsc/petscConvergence.py @@ -1,12 +1,15 @@ from petsc4py import PETSc from ..convergence import (Convergence, AbsoluteToleranceConvergence, - RelativeToleranceConvergence, IterationDivergence, + RelativeToleranceConvergence, IterationConvergence, + IterationDivergence, HappyBreakdownConvergence, + IteratingConvergence, Divergence, BreakdownDivergence, IllConditionedDivergence, PreconditioningDivergence, IllConditionedPreconditionerDivergence, - OutOfRangeDivergence) + OutOfRangeDivergence, NullDivergence, + ToleranceDivergence) # "The values KSP_CONVERGED_CG_NEG_CURVE, KSP_CONVERGED_CG_CONSTRAINED, and # KSP_CONVERGED_STEP_LENGTH are returned only by the special KSPNASH, @@ -35,7 +38,7 @@ class KSP_NormalRelativeToleranceConvergence(KSP_RelativeToleranceConvergence): status_code = PETSc.KSP.ConvergedReason.CONVERGED_RTOL_NORMAL status_name = "KSP_CONVERGED_RTOL_NORMAL" -class KSP_IterationConvergence(Convergence): +class KSP_IterationConvergence(IterationConvergence): """Used by the KSPPREONLY solver after the single iteration of the preconditioner is applied. Also used when the KSPConvergedSkip() convergence test routine is set in KSP. @@ -44,12 +47,12 @@ class KSP_IterationConvergence(Convergence): status_name = "KSP_CONVERGED_ITS" suite = "petsc" -class KSP_HappyBreakdownConvergence(Convergence): +class KSP_HappyBreakdownConvergence(HappyBreakdownConvergence): status_code = PETSc.KSP.ConvergedReason.CONVERGED_HAPPY_BREAKDOWN status_name = "KSP_CONVERGED_HAPPY_BREAKDOWN" suite = "petsc" -class KSP_IteratingConvergence(Convergence): +class KSP_IteratingConvergence(IteratingConvergence): """This flag is returned if you call KSPGetConvergedReason() while the KSPSolve() is still running. """ @@ -64,12 +67,12 @@ class KSP_IterationDivergence(IterationDivergence): status_name = "KSP_DIVERGED_ITS" suite = "petsc" -class KSP_NullDivergence(Divergence): +class KSP_NullDivergence(NullDivergence): status_code = PETSc.KSP.ConvergedReason.DIVERGED_NULL status_name = "KSP_DIVERGED_NULL" suite = "petsc" -class KSP_ToleranceDivergence(Divergence): +class KSP_ToleranceDivergence(ToleranceDivergence): """Residual norm increased by a factor of divtol. """ status_code = PETSc.KSP.ConvergedReason.DIVERGED_DTOL diff --git a/fipy/solvers/pysparse/pysparseConvergence.py b/fipy/solvers/pysparse/pysparseConvergence.py index 1d97b1a644..e5403f4ef9 100644 --- a/fipy/solvers/pysparse/pysparseConvergence.py +++ b/fipy/solvers/pysparse/pysparseConvergence.py @@ -1,6 +1,7 @@ from ..convergence import (Convergence, AbsoluteToleranceConvergence, - RelativeToleranceConvergence, Divergence, - IterationDivergence, PreconditioningDivergence, + RelativeToleranceConvergence, RHSZeroConvergence, + Divergence, IterationDivergence, + PreconditioningDivergence, StagnatedDivergence, IllConditionedDivergence, OutOfRangeDivergence) class Pysparse_AbsoluteToleranceConvergence(AbsoluteToleranceConvergence): @@ -9,7 +10,7 @@ class Pysparse_AbsoluteToleranceConvergence(AbsoluteToleranceConvergence): status_name = "Pysparse_CONVERGED_ATOL" suite = "pysparse" -class Pysparse_RHSZeroConvergence(Convergence): +class Pysparse_RHSZeroConvergence(RHSZeroConvergence): r""":math:`\vec{b} = 0`, so exact solution is :math:`\vec{x} = 0`. """ status_code = 1 @@ -54,7 +55,7 @@ class Pysparse_IllConditionedDivergence(IllConditionedDivergence): status_name = "Pysparse_DIVERGED_MAT_ILL" suite = "pysparse" -class Pysparse_StagnatedDivergence(Divergence): +class Pysparse_StagnatedDivergence(StagnatedDivergence): """The method stagnated. """ status_code = -5 diff --git a/fipy/solvers/trilinos/aztecConvergence.py b/fipy/solvers/trilinos/aztecConvergence.py index 0dac88b440..e9ea9de697 100644 --- a/fipy/solvers/trilinos/aztecConvergence.py +++ b/fipy/solvers/trilinos/aztecConvergence.py @@ -3,7 +3,8 @@ from ..convergence import (Convergence, Divergence, BreakdownDivergence, IllConditionedDivergence, - IterationDivergence) + IterationDivergence, + LossOfAccuracyConvergence) class AZ_NormalConvergence(Convergence): """ @@ -12,8 +13,10 @@ class AZ_NormalConvergence(Convergence): status_name = "AZ_normal" suite = "trilinos" -class AZ_LossOfAccuracyConvergence(Convergence): - """ +# Is this a convergence or divergence? +# Does it mean the same thing as OutOfRangeDivergence? +class AZ_LossOfAccuracyConvergence(LossOfAccuracyConvergence): + """Numerical loss of precision occurred. """ status_code = AztecOO.AZ_loss status_name = "AZ_loss" From 7849b500bcdbfab1618f495f0f9776813eeff601 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 2 Nov 2023 20:15:50 -0400 Subject: [PATCH 210/303] Document Convergence attributes --- fipy/solvers/convergence.py | 24 +++++++++++++++++++++--- 1 file changed, 21 insertions(+), 3 deletions(-) diff --git a/fipy/solvers/convergence.py b/fipy/solvers/convergence.py index 037352f5d8..f015fa1e0b 100644 --- a/fipy/solvers/convergence.py +++ b/fipy/solvers/convergence.py @@ -48,20 +48,38 @@ def __init__(cls, name, bases, dct): class ConvergenceBase(with_metaclass(_ConvergenceMeta, object)): """Information about whether and why a solver converged. + + Attributes + ---------- + solver : ~fipy.solvers.solver.Solver + The linear solver that was invoked. + iterations : int + The number of linear iterations the solver performed. + max_iterations : int + The maximum number of linear iterations the solver was allowed. + criterion : str + The :ref:`CONVERGENCE` test used by the solver. + residual : float + The norm of the residual achieved by the solver, based on `criterion`. + status_code : int or str + The canonical return value for this type of convergence. + status_name : str + The text representation of `status_code`. + actual_code : int or str + The status value actually returned by the solver. """ def __init__(self, solver, iterations, residual, criterion, actual_code=None, **kwargs): self.solver = solver self.iterations = iterations - self.residual = residual + self.max_iterations = self.solver.iterations self.criterion = criterion + self.residual = residual if actual_code is None: self.actual_code = self.status_code else: self.actual_code = actual_code - self.max_iterations = self.solver.iterations - vars(self).update(kwargs) self.log() From 75f044ff1b13fd9d573eac81693a6c448ed545bd Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 2 Nov 2023 20:16:14 -0400 Subject: [PATCH 211/303] Ensure number of iterations is an integer --- fipy/solvers/trilinos/trilinosAztecOOSolver.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/fipy/solvers/trilinos/trilinosAztecOOSolver.py b/fipy/solvers/trilinos/trilinosAztecOOSolver.py index 9647088a55..81af7384e1 100644 --- a/fipy/solvers/trilinos/trilinosAztecOOSolver.py +++ b/fipy/solvers/trilinos/trilinosAztecOOSolver.py @@ -88,7 +88,7 @@ def _solve_(self, L, x, b): self._setConvergence(suite="trilinos", code=int(status[AztecOO.AZ_why]), - iterations=status[AztecOO.AZ_its], + iterations=int(status[AztecOO.AZ_its]), residual=status[AztecOO.AZ_r], scaled_residual=status[AztecOO.AZ_scaled_r], convergence_residual=status[AztecOO.AZ_rec_r], From 5356eeef6c4ad3a37afca1ce78a74e669f7d818a Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 2 Nov 2023 20:20:28 -0400 Subject: [PATCH 212/303] Make convergence text more readable --- docs/source/SOLVERS.rst | 11 +++++------ 1 file changed, 5 insertions(+), 6 deletions(-) diff --git a/docs/source/SOLVERS.rst b/docs/source/SOLVERS.rst index dab9cab543..839de6ea47 100644 --- a/docs/source/SOLVERS.rst +++ b/docs/source/SOLVERS.rst @@ -203,11 +203,9 @@ Convergence Different solver suites take different approaches to testing convergence. We endeavor to harmonize this behavior by allowing the strings in the -"criterion" column to be passed as an argument when -instantiating a :class:`~fipy.solvers.solver.Solver`. - -.. note:: PyAMG_ is a set of preconditioners applied on top of SciPy_, so - is not explicitly included in the following tables. +"criterion" column to be passed as an argument when instantiating a +:class:`~fipy.solvers.solver.Solver`. Convergence is detected if +``residual < tolerance * scale``. .. raw:: latex @@ -224,7 +222,8 @@ instantiating a :class:`~fipy.solvers.solver.Solver`. \end{landscape} -Convergence is detected if ``residual < tolerance * scale``. +.. note:: PyAMG_ is a set of preconditioners applied on top of SciPy_, so + is not explicitly included in these tables. ``default`` =========== From 49102c72516b9ad6e8b88d3efb99ec57c479f674 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 7 Nov 2023 18:29:48 -0500 Subject: [PATCH 213/303] Add `tolerance_scale` to Convergence --- fipy/solvers/convergence.py | 5 ++++- fipy/solvers/petsc/petscKrylovSolver.py | 1 + fipy/solvers/pyamgx/pyAMGXSolver.py | 1 + fipy/solvers/pysparse/pysparseSolver.py | 1 + fipy/solvers/scipy/scipyKrylovSolver.py | 1 + fipy/solvers/trilinos/trilinosAztecOOSolver.py | 1 + 6 files changed, 9 insertions(+), 1 deletion(-) diff --git a/fipy/solvers/convergence.py b/fipy/solvers/convergence.py index f015fa1e0b..d680d885da 100644 --- a/fipy/solvers/convergence.py +++ b/fipy/solvers/convergence.py @@ -59,8 +59,11 @@ class ConvergenceBase(with_metaclass(_ConvergenceMeta, object)): The maximum number of linear iterations the solver was allowed. criterion : str The :ref:`CONVERGENCE` test used by the solver. + tolerance_scale : float + The multiplier applied to the tolerance in order for this solver to + satisfy `criterion`. residual : float - The norm of the residual achieved by the solver, based on `criterion`. + The unscaled norm of the residual achieved by the solver. status_code : int or str The canonical return value for this type of convergence. status_name : str diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index 36c4242417..f4dc62f3ac 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -105,6 +105,7 @@ def _solve_(self, L, x, b): self._setConvergence(suite="petsc", code=ksp.reason, iterations=ksp.its, + tolerance_scale=tolerance_scale, residual=ksp.norm, ksp_solver=ksp.type, ksp_precon=ksp.getPC().type, diff --git a/fipy/solvers/pyamgx/pyAMGXSolver.py b/fipy/solvers/pyamgx/pyAMGXSolver.py index 3bcda21602..0ccaf10f6c 100644 --- a/fipy/solvers/pyamgx/pyAMGXSolver.py +++ b/fipy/solvers/pyamgx/pyAMGXSolver.py @@ -135,6 +135,7 @@ def _solve_(self, L, x, b): self._setConvergence(suite="pyamgx", code=solver.status, iterations=solver.iterations_number, + tolerance_scale=tolerance_scale, residual=residual) self.convergence.warn() diff --git a/fipy/solvers/pysparse/pysparseSolver.py b/fipy/solvers/pysparse/pysparseSolver.py index 63fc14eb57..0763711cf1 100644 --- a/fipy/solvers/pysparse/pysparseSolver.py +++ b/fipy/solvers/pysparse/pysparseSolver.py @@ -60,6 +60,7 @@ def _solve_(self, L, x, b): self._setConvergence(suite="pysparse", code=info, iterations=iter, + tolerance_scale=tolerance_scale, residual=relres * default_norm) self.convergence.warn() diff --git a/fipy/solvers/scipy/scipyKrylovSolver.py b/fipy/solvers/scipy/scipyKrylovSolver.py index 8e01808126..a99fa2cd1b 100644 --- a/fipy/solvers/scipy/scipyKrylovSolver.py +++ b/fipy/solvers/scipy/scipyKrylovSolver.py @@ -67,6 +67,7 @@ def _solve_(self, L, x, b): code=numerix.sign(info), actual_code=info, iterations=self.actualIterations, + tolerance_scale=tolerance_scale, residual=self._residualNorm(L, x, b)) self.convergence.warn() diff --git a/fipy/solvers/trilinos/trilinosAztecOOSolver.py b/fipy/solvers/trilinos/trilinosAztecOOSolver.py index 81af7384e1..62d726b06c 100644 --- a/fipy/solvers/trilinos/trilinosAztecOOSolver.py +++ b/fipy/solvers/trilinos/trilinosAztecOOSolver.py @@ -89,6 +89,7 @@ def _solve_(self, L, x, b): self._setConvergence(suite="trilinos", code=int(status[AztecOO.AZ_why]), iterations=int(status[AztecOO.AZ_its]), + tolerance_scale=tolerance_scale, residual=status[AztecOO.AZ_r], scaled_residual=status[AztecOO.AZ_scaled_r], convergence_residual=status[AztecOO.AZ_rec_r], From e227e1ab41e67abfe2f59d55e18b9e54725cb902 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 7 Nov 2023 18:30:40 -0500 Subject: [PATCH 214/303] Remove `max_iterations` from Convergence Redundant to information in Solver, which Convergence points to. --- fipy/solvers/convergence.py | 3 --- 1 file changed, 3 deletions(-) diff --git a/fipy/solvers/convergence.py b/fipy/solvers/convergence.py index d680d885da..101bfe6af3 100644 --- a/fipy/solvers/convergence.py +++ b/fipy/solvers/convergence.py @@ -55,8 +55,6 @@ class ConvergenceBase(with_metaclass(_ConvergenceMeta, object)): The linear solver that was invoked. iterations : int The number of linear iterations the solver performed. - max_iterations : int - The maximum number of linear iterations the solver was allowed. criterion : str The :ref:`CONVERGENCE` test used by the solver. tolerance_scale : float @@ -75,7 +73,6 @@ class ConvergenceBase(with_metaclass(_ConvergenceMeta, object)): def __init__(self, solver, iterations, residual, criterion, actual_code=None, **kwargs): self.solver = solver self.iterations = iterations - self.max_iterations = self.solver.iterations self.criterion = criterion self.residual = residual if actual_code is None: From 2bcaface8ff0a5741441ba6f75f2be04d61097c8 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 7 Nov 2023 18:34:07 -0500 Subject: [PATCH 215/303] Fix tolerance scaling atol should not be scaled --- fipy/solvers/petsc/petscKrylovSolver.py | 16 +++++++++------- fipy/solvers/scipy/scipyKrylovSolver.py | 6 ++---- fipy/solvers/trilinos/trilinosAztecOOSolver.py | 4 +++- 3 files changed, 14 insertions(+), 12 deletions(-) diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index f4dc62f3ac..9e6b4a0055 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -81,19 +81,21 @@ def _solve_(self, L, x, b): else: self.preconditioner._applyToSolver(solver=ksp, matrix=L) + L.assemble() + ksp.setOperators(L) + tolerance_scale, suite_criterion = self._adaptTolerance(L, x, b) - rtol, atol, divtol = (self.scale_tolerance(tol, tolerance_scale) - for tol in (self.tolerance, - self.absolute_tolerance, - self.divergence_tolerance)) + rtol, divtol = (self.scale_tolerance(tol, tolerance_scale) + for tol in (self.tolerance, + self.divergence_tolerance)) - ksp.setTolerances(rtol=rtol, atol=atol, divtol=divtol, + ksp.setTolerances(rtol=rtol, + atol=self.absolute_tolerance, + divtol=divtol, max_it=self.iterations) ksp.setNormType(suite_criterion) - L.assemble() - ksp.setOperators(L) ksp.setFromOptions() self._log.debug("BEGIN solve") diff --git a/fipy/solvers/scipy/scipyKrylovSolver.py b/fipy/solvers/scipy/scipyKrylovSolver.py index a99fa2cd1b..7c22e905a7 100644 --- a/fipy/solvers/scipy/scipyKrylovSolver.py +++ b/fipy/solvers/scipy/scipyKrylovSolver.py @@ -48,15 +48,13 @@ def _solve_(self, L, x, b): self.actualIterations = 0 - rtol, atol = (self.scale_tolerance(tol, tolerance_scale) - for tol in (self.tolerance, - self.absolute_tolerance)) + rtol = self.scale_tolerance(self.tolerance, tolerance_scale) self._log.debug("BEGIN solve") x, info = self.solveFnc(A, b, x, tol=rtol, - atol=atol, + atol=self.absolute_tolerance, maxiter=self.iterations, M=M, callback=self._countIterations) diff --git a/fipy/solvers/trilinos/trilinosAztecOOSolver.py b/fipy/solvers/trilinos/trilinosAztecOOSolver.py index 62d726b06c..87287d9bfa 100644 --- a/fipy/solvers/trilinos/trilinosAztecOOSolver.py +++ b/fipy/solvers/trilinos/trilinosAztecOOSolver.py @@ -67,6 +67,8 @@ def _solve_(self, L, x, b): tolerance_scale, suite_criterion = self._adaptTolerance(L, x, b) + rtol = self.scale_tolerance(self.tolerance, tolerance_scale) + Solver.SetAztecOption(AztecOO.AZ_conv, suite_criterion) if self.preconditioner is None: @@ -76,7 +78,7 @@ def _solve_(self, L, x, b): self._log.debug("BEGIN solve") - output = Solver.Iterate(self.iterations, self.tolerance * tolerance_scale) + output = Solver.Iterate(self.iterations, rtol) self._log.debug("END solve") From e1185524f1d90373e81f7b8ca43042f0716eaa38 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 7 Nov 2023 18:36:12 -0500 Subject: [PATCH 216/303] Provide unified access to matrix, vector, and right-hand-side. --- fipy/solvers/petsc/petscSolver.py | 8 ++++++++ fipy/solvers/pyamgx/pyAMGXSolver.py | 4 ++++ fipy/solvers/pysparse/pysparseSolver.py | 4 ++++ fipy/solvers/scipy/scipySolver.py | 4 ++++ fipy/solvers/solver.py | 11 +++++++++++ fipy/solvers/trilinos/trilinosSolver.py | 13 +++++++++++++ 6 files changed, 44 insertions(+) diff --git a/fipy/solvers/petsc/petscSolver.py b/fipy/solvers/petsc/petscSolver.py index ed58f92b6b..ce15b9c4c3 100644 --- a/fipy/solvers/petsc/petscSolver.py +++ b/fipy/solvers/petsc/petscSolver.py @@ -49,6 +49,7 @@ def _rhsNorm(self, L, x, b): return b.norm(PETSc.NormType.NORM_2) def _matrixNorm(self, L, x, b): + L.assemble() return L.norm(PETSc.NormType.NORM_INFINITY) def _residualVectorAndNorm(self, L, x, b): @@ -56,6 +57,13 @@ def _residualVectorAndNorm(self, L, x, b): return residualVector, residualVector.norm(PETSc.NormType.NORM_2) + @property + def _Lxb(self): + globalMatrix, overlappingVector, overlappingRHSvector = self._globalMatrixAndVectors + return (globalMatrix.matrix, + overlappingVector, + overlappingRHSvector) + def _solve(self): from fipy.terms import SolutionVariableNumberError diff --git a/fipy/solvers/pyamgx/pyAMGXSolver.py b/fipy/solvers/pyamgx/pyAMGXSolver.py index 0ccaf10f6c..3c0963c8aa 100644 --- a/fipy/solvers/pyamgx/pyAMGXSolver.py +++ b/fipy/solvers/pyamgx/pyAMGXSolver.py @@ -145,6 +145,10 @@ def _solve_(self, L, x, b): return x + @property + def _Lxb(self): + return (self.matrix, self.var.ravel(), numerix.array(self.RHSvector)) + def _solve(self): if self.var.mesh.communicator.Nproc > 1: raise Exception("pyamgx solvers cannot be used with multiple processors") diff --git a/fipy/solvers/pysparse/pysparseSolver.py b/fipy/solvers/pysparse/pysparseSolver.py index 0763711cf1..a8af1be58e 100644 --- a/fipy/solvers/pysparse/pysparseSolver.py +++ b/fipy/solvers/pysparse/pysparseSolver.py @@ -76,6 +76,10 @@ def _residualVectorAndNorm(self, L, x, b): return residualVector, numerix.L2norm(residualVector) + @property + def _Lxb(self): + return (self.matrix, self.var.ravel(), numerix.array(self.RHSvector)) + def _solve(self): if self.var.mesh.communicator.Nproc > 1: diff --git a/fipy/solvers/scipy/scipySolver.py b/fipy/solvers/scipy/scipySolver.py index dcb7957ba1..01f8424855 100644 --- a/fipy/solvers/scipy/scipySolver.py +++ b/fipy/solvers/scipy/scipySolver.py @@ -56,6 +56,10 @@ def _residualVectorAndNorm(self, L, x, b): return residualVector, numerix.L2norm(residualVector) + @property + def _Lxb(self): + return (self.matrix, self.var.ravel(), numerix.array(self.RHSvector)) + def _solve(self): if self.var.mesh.communicator.Nproc > 1: diff --git a/fipy/solvers/solver.py b/fipy/solvers/solver.py index cb4e16ca01..8357e38151 100644 --- a/fipy/solvers/solver.py +++ b/fipy/solvers/solver.py @@ -179,6 +179,17 @@ def _preconditionedNorm(self, L, x, b): def _naturalNorm(self, L, x, b): raise NotImplementedError + @property + def _Lxb(self): + raise NotImplementedError + + @property + def _norms(self): + L, x, b = self._Lxb + return (self._matrixNorm(L, x, b), + self._rhsNorm(L, x, b), + self._residualNorm(L, x, b)) + def _adaptDefaultTolerance(self, L, x, b): raise NotImplementedError diff --git a/fipy/solvers/trilinos/trilinosSolver.py b/fipy/solvers/trilinos/trilinosSolver.py index 3cd9c5e7fb..ec786202e9 100644 --- a/fipy/solvers/trilinos/trilinosSolver.py +++ b/fipy/solvers/trilinos/trilinosSolver.py @@ -68,6 +68,12 @@ def _deleteGlobalMatrixAndVectors(self): self.matrix.flush() del self.globalVectors + def _rhsNorm(self, L, x, b): + return b.Norm2() + + def _matrixNorm(self, L, x, b): + return L.NormInf() + def _residualVectorAndNorm(self, L, x, b): # residualVector = L*x - b residualVector = Epetra.Vector(L.RangeMap()) @@ -80,6 +86,13 @@ def _residualVectorAndNorm(self, L, x, b): return residualVector, residualVector.Norm2() + @property + def _Lxb(self): + globalMatrix, nonOverlappingVector, nonOverlappingRHSvector, _ = self._globalMatrixAndVectors + return (globalMatrix.matrix, + nonOverlappingVector, + nonOverlappingRHSvector) + def _solve(self): from fipy.terms import SolutionVariableNumberError From dada3bc6d414e943a4c4339e3417b7fd95893eb2 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 7 Nov 2023 18:37:01 -0500 Subject: [PATCH 217/303] Use initial value for PETSc solves --- fipy/solvers/petsc/petscKrylovSolver.py | 1 + 1 file changed, 1 insertion(+) diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index 9e6b4a0055..70e740f71d 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -76,6 +76,7 @@ def _solve_(self, L, x, b): ksp = PETSc.KSP() ksp.create(L.comm) ksp.setType(self.solver) + ksp.setInitialGuessNonzero(True) if self.preconditioner is None: ksp.getPC().setType('none') else: From 75ccc4eb75d9daa49c38a3e560aec64dfe09b200 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 7 Nov 2023 18:37:34 -0500 Subject: [PATCH 218/303] Document that PETSc residual is approximate --- fipy/solvers/petsc/petscKrylovSolver.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index 70e740f71d..d0e795d556 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -109,6 +109,8 @@ def _solve_(self, L, x, b): code=ksp.reason, iterations=ksp.its, tolerance_scale=tolerance_scale, + # "The residual value that is tested may be an approximation" + # https://petsc.org/release/petsc4py/reference/petsc4py.PETSc.KSP.html#petsc4py.PETSc.KSP.setConvergenceTest residual=ksp.norm, ksp_solver=ksp.type, ksp_precon=ksp.getPC().type, From 86cb0e445de8acedd425ea6d0d23faf5f6d90816 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 7 Nov 2023 18:38:30 -0500 Subject: [PATCH 219/303] Rewrite solver tolerance testing --- fipy/solvers/solver.py | 138 +++++++++++++++++++++++++---------------- 1 file changed, 83 insertions(+), 55 deletions(-) diff --git a/fipy/solvers/solver.py b/fipy/solvers/solver.py index 8357e38151..baae4e69f7 100644 --- a/fipy/solvers/solver.py +++ b/fipy/solvers/solver.py @@ -291,61 +291,89 @@ def _test(self): """ >>> import fipy as fp - >>> mesh = fp.Grid1D(nx=3) - >>> var = fp.CellVariable(mesh=mesh) - >>> var.constrain(1., where=mesh.facesLeft) - >>> var.constrain(2., where=mesh.facesRight) - >>> D = fp.FaceVariable(mesh=mesh, value=mesh.faceCenters[0]) - >>> eq = fp.TransientTerm() == fp.DiffusionTerm(coeff=D) - - >>> var.setValue(mesh.x) - >>> # with eq.getDefaultSolver(criterion="default", precon=None) as s: - >>> # with fp.LinearPCGSolver(criterion="default") as solver: - >>> # with fp.LinearGMRESSolver(criterion="default") as solver: - >>> with eq.getDefaultSolver(criterion="default") as s: - ... eq.solve(var=var, dt=1., solver=s) - ... print(s.convergence.criterion, s.convergence.residual, var) - default 5.325944231618159e-16 [ 1.06363636 1.62727273 1.97272727] - - >>> var.setValue(mesh.x) - >>> with eq.getDefaultSolver(criterion="unscaled") as s: - ... eq.solve(var=var, dt=1., solver=s) - ... print(s.convergence.criterion, s.convergence.residual, var) - unscaled 8.479955780533376e-15 [ 1.06363636 1.62727273 1.97272727] - - >>> var.setValue(mesh.x) - >>> with eq.getDefaultSolver(criterion="RHS") as s: - ... eq.solve(var=var, dt=1., solver=s) - ... print(s.convergence.criterion, s.convergence.residual, var) - RHS 5.813782806744329e-16 [ 1.06363636 1.62727273 1.97272727] - - >>> var.setValue(mesh.x) - >>> with eq.getDefaultSolver(criterion="matrix") as s: - ... eq.solve(var=var, dt=1., solver=s) - ... print(s.convergence.criterion, s.convergence.residual, var) - matrix 7.709050709575797e-16 [ 1.06363636 1.62727273 1.97272727] - - >>> var.setValue(mesh.x) - >>> with eq.getDefaultSolver(criterion="initial") as s: - ... eq.solve(var=var, dt=1., solver=s) - ... print(s.convergence.criterion, s.convergence.residual, var) - initial 1.6319682508690227e-15 [ 1.06363636 1.62727273 1.97272727] - - >>> # var.setValue(mesh.x) - >>> # with eq.getDefaultSolver(criterion="solution") as s: # doctest: +TRILINOS_SOLVER - ... # eq.solve(var=var, dt=1., solver=s) - ... # print(s.convergence.criterion, s.convergence.residual, var) - - >>> var.setValue(mesh.x) - >>> with eq.getDefaultSolver(criterion="preconditioned") as s: # doctest: +PETSC_SOLVER - ... eq.solve(var=var, dt=1., solver=s) - ... print(s.convergence.criterion, s.convergence.residual, var) - preconditioned 5.325944231618159e-16 [ 1.06363636 1.62727273 1.97272727] - - >>> var.setValue(mesh.x) - >>> with eq.getDefaultSolver(criterion="natural") as s: # doctest: +PETSC_SOLVER - ... eq.solve(var=var, dt=1., solver=s) - ... print(s.convergence.criterion, s.convergence.residual, var) + Consider a steady-state 1D diffusion problem with a + position-dependent diffusivity and Dirichlet boundary conditions: + + .. math:: + + \begin{aligned} + \frac{\partial}{\partial x}\left[ + \left(1 + x\right) + \frac{\partial \phi}{\partial x} + \right] &= 0 + \\ + \left.\phi\right\rvert_{x=0} &= \phi_L + \\ + \left.\phi\right\rvert_{x=1} &= \phi_R + \end{aligned} + + with the analytical solution + + .. math:: + + \phi = \frac{\phi_R - \phi_L}{\ln 2} \ln\left(1 + x\right) + \phi_L + + >>> N = 100 + >>> mesh = fp.Grid1D(nx=N, Lx=1) + >>> phi = fp.CellVariable(mesh=mesh, name=r"$\phi") + >>> phiL = 1000. + >>> phiR = 2000. + >>> phi_analytical = ((((phiR - phiL)/fp.numerix.log(2.)) + ... * fp.numerix.log(1 + mesh.x)) + ... + phiL) + >>> phi_analytical.name = r"$\phi_{analytical}$" + + >>> fp.numerix.random.seed(12345) + >>> phi_initial = phi_analytical + fp.GaussianNoiseVariable(mesh=mesh, variance=1e-3) + >>> phi.value = phi_initial + >>> phi.constrain(phiL, where=mesh.facesLeft) + >>> phi.constrain(phiR, where=mesh.facesRight) + >>> D = fp.FaceVariable(mesh=mesh, value=1 + mesh.faceCenters[0]) + >>> eq = fp.DiffusionTerm(coeff=D) == 0 + + The norm of the matrix will be :math:`\mathcal{O}(8 N)`. + The norm of the right-hand side will be :math:`math{O}(8000 N}`. + We choose the initial condition such that the order of the initial + residual is :math:`\mathcal{O}(400 / N}`. + + >>> # Solver = fp.LinearPCGSolver + >>> # Solver = fp.LinearGMRESSolver + >>> # Solver = fp.LinearGMRESSolver + >>> Solver = fp.LinearCGSSolver + + >>> solver = Solver(precon=None) + >>> solver = eq._prepareLinearSystem(var=phi, solver=solver, boundaryConditions=(), dt=1.) + >>> Lnorm, bnorm, rnorm = solver._norms + >>> enorm = fp.numerix.L2norm(phi - phi_analytical) / fp.numerix.L2norm(phi_analytical) + >>> print("|L| = {Lnorm}".format(**locals())) + >>> print("|b| = {bnorm}".format(**locals())) + >>> print("|r| = {rnorm}".format(**locals())) + >>> print("|e| = {enorm}".format(**locals())) + + >>> criteria = [ + ... ("unscaled", 1.), + ... ("RHS", bnorm), + ... ("matrix", Lnorm), + ... ("initial", rnorm) + ... ] + >>> # criteria += ["solution"] doctest: +TRILINOS_SOLVER + >>> criteria += [ + ... ("preconditioned", bnorm), + ... ("natural", bnorm) + ... ] # doctest: +PETSC_SOLVER + >>> for (criterion, target) in criteria: + ... phi.setValue(phi_initial) + ... with Solver(criterion=criterion, precon=None, tolerance=1e-5) as s: + ... res = eq.sweep(var=phi, solver=s) + ... # print(s.convergence) + ... print(",".join([s.convergence.suite, + ... criterion, + ... s.convergence.status_name, + ... str(s.convergence.residual), + ... str(s.convergence.residual / (s.tolerance * target)), + ... str(s.convergence.iterations), + ... str(fp.numerix.L2norm(phi - phi_analytical) / fp.numerix.L2norm(phi_analytical)) + ... ])) """ pass From 5c2a040b95f2a34e255e63407b2b4972eb38dc3d Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 8 Nov 2023 11:32:32 -0500 Subject: [PATCH 220/303] Rename "default" Solver criterion to "legacy" --- docs/source/SOLVERS.rst | 17 ++++++++++------- docs/source/_static/residuals.csv | 2 +- fipy/solvers/petsc/linearLUSolver.py | 6 +++--- fipy/solvers/petsc/petscKrylovSolver.py | 9 +++++---- fipy/solvers/pyamgx/aggregationAMGSolver.py | 4 ++-- fipy/solvers/pyamgx/classicalAMGSolver.py | 4 ++-- fipy/solvers/pyamgx/linearBiCGStabSolver.py | 4 ++-- fipy/solvers/pyamgx/linearFGMRESSolver.py | 4 ++-- fipy/solvers/pyamgx/linearGMRESSolver.py | 4 ++-- fipy/solvers/pyamgx/linearPCGSolver.py | 4 ++-- fipy/solvers/pyamgx/pyAMGXSolver.py | 6 +++--- fipy/solvers/pysparse/linearCGSSolver.py | 4 ++-- fipy/solvers/pysparse/linearGMRESSolver.py | 4 ++-- fipy/solvers/pysparse/linearInitialSolver.py | 10 +++++----- fipy/solvers/pysparse/linearJORSolver.py | 9 ++------- fipy/solvers/pysparse/linearLUSolver.py | 6 +++--- fipy/solvers/pysparse/linearPCGSolver.py | 4 ++-- fipy/solvers/pysparse/linearRHSSolver.py | 8 ++++---- fipy/solvers/pysparse/pysparseSolver.py | 4 ++-- fipy/solvers/scipy/linearLUSolver.py | 2 +- fipy/solvers/scipy/scipyKrylovSolver.py | 2 +- fipy/solvers/scipy/scipySolver.py | 4 ++-- fipy/solvers/solver.py | 10 +++++----- fipy/solvers/trilinos/linearBicgstabSolver.py | 4 ++-- fipy/solvers/trilinos/linearCGSSolver.py | 4 ++-- fipy/solvers/trilinos/linearGMRESSolver.py | 6 +++--- fipy/solvers/trilinos/linearLUSolver.py | 6 +++--- fipy/solvers/trilinos/linearPCGSolver.py | 4 ++-- fipy/solvers/trilinos/trilinosAztecOOSolver.py | 6 +++--- 29 files changed, 80 insertions(+), 81 deletions(-) diff --git a/docs/source/SOLVERS.rst b/docs/source/SOLVERS.rst index 839de6ea47..bff17b924a 100644 --- a/docs/source/SOLVERS.rst +++ b/docs/source/SOLVERS.rst @@ -225,18 +225,21 @@ We endeavor to harmonize this behavior by allowing the strings in the .. note:: PyAMG_ is a set of preconditioners applied on top of SciPy_, so is not explicitly included in these tables. -``default`` -=========== -The setting ``criterion="default"`` is equivalent to what the particular -suite and solver does if not specifically configured. The ``default`` row -of the table is a best effort at documenting what will happen. + +``legacy`` +========== + +The setting ``criterion="legacy"`` restores the behavior of FiPy prior to +version |release| and is equivalent to what the particular suite and solver +does if not specifically configured. The ``legacy`` row of the table is a +best effort at documenting what will happen. .. note:: - - All LU solvers default to ``"initial"``. + - All LU solvers use ``"initial"`` scaling. - PySparse_ has two different groups of solvers, - with different defaults. + with different scaling. - PETSc_ accepts |KSP_NORM_DEFAULT|_ in order to "use the default for the current ``KSPType``". Discerning the actual behavior would require burning the code in a bowl of chicken entrails. diff --git a/docs/source/_static/residuals.csv b/docs/source/_static/residuals.csv index b2af40cdb2..b012eb3d65 100644 --- a/docs/source/_static/residuals.csv +++ b/docs/source/_static/residuals.csv @@ -6,4 +6,4 @@ criterion,residual,scale,PETSc_ [#KSP_Convergence_Tests]_,pyamgx_ [#AMGX_converg ``solution``,:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_\infty`,:math:`\|\mathsf{L}\|_\infty * \|\vec{x}\|_1 - \|\vec{b}\|_\infty`,,,,,``AZ_sol`` ``preconditioned``,:math:`\left\|\mathsf{P}^{-1}(\mathsf{L}\vec{x} - \vec{b})\right\|_2`,:math:`\left\|\vec{b}\right\|_2`,|KSP_NORM_PRECONDITIONED|_,,,, ``natural``,:math:`\sqrt{(\mathsf{L}\vec{x} - \vec{b})\mathsf{P}^{-1}(\mathsf{L}\vec{x} - \vec{b})}`,:math:`\left\|\vec{b}\right\|_2`,|KSP_NORM_NATURAL|_,,,, -``default``,,,|KSP_NORM_DEFAULT|_ (``RHS`` or ``preconditioned``),``initial``,``RHS`` or ``initial``,``RHS``,``initial`` +``legacy``,,,|KSP_NORM_DEFAULT|_ (``RHS`` or ``preconditioned``),``initial``,``RHS`` or ``initial``,``RHS``,``initial`` diff --git a/fipy/solvers/petsc/linearLUSolver.py b/fipy/solvers/petsc/linearLUSolver.py index 24404a5dd4..b4d165f0eb 100644 --- a/fipy/solvers/petsc/linearLUSolver.py +++ b/fipy/solvers/petsc/linearLUSolver.py @@ -17,14 +17,14 @@ class LinearLUSolver(PETScSolver): """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-10, criterion="legacy", iterations=10, precon="lu"): """ Parameters ---------- tolerance : float Required error tolerance. - criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} + criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int @@ -35,7 +35,7 @@ def __init__(self, tolerance=1e-10, criterion="default", PETScSolver.__init__(self, tolerance=tolerance, iterations=iterations, precon="lu") - def _adaptDefaultTolerance(self, L, x, b): + def _adaptLegacyTolerance(self, L, x, b): return self._adaptInitialTolerance(L, x, b) def _adaptUnscaledTolerance(self, L, x, b): diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index d0e795d556..a4a6454409 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -20,7 +20,7 @@ class PETScKrylovSolver(PETScSolver): def __init__(self, tolerance=1e-10, absolute_tolerance=None, divergence_tolerance=None, - criterion="default", + criterion="legacy", iterations=1000, precon=None): """ Parameters @@ -31,7 +31,7 @@ def __init__(self, tolerance=1e-10, Required absolute error tolerance. divergence_tolerance : float Required divergence error tolerance. - criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'preconditioned', 'natural'} + criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'preconditioned', 'natural', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int @@ -48,7 +48,7 @@ def __init__(self, tolerance=1e-10, PETScSolver.__init__(self, tolerance=tolerance, criterion=criterion, iterations=iterations, precon=precon) - def _adaptDefaultTolerance(self, L, x, b): + def _adaptLegacyTolerance(self, L, x, b): return (1., PETSc.KSP.NormType.DEFAULT) def _adaptUnscaledTolerance(self, L, x, b): @@ -76,7 +76,8 @@ def _solve_(self, L, x, b): ksp = PETSc.KSP() ksp.create(L.comm) ksp.setType(self.solver) - ksp.setInitialGuessNonzero(True) + if self.criterion != "legacy": + ksp.setInitialGuessNonzero(True) if self.preconditioner is None: ksp.getPC().setType('none') else: diff --git a/fipy/solvers/pyamgx/aggregationAMGSolver.py b/fipy/solvers/pyamgx/aggregationAMGSolver.py index 4008a2f5cb..aea0ba3330 100644 --- a/fipy/solvers/pyamgx/aggregationAMGSolver.py +++ b/fipy/solvers/pyamgx/aggregationAMGSolver.py @@ -11,7 +11,7 @@ class AggregationAMGSolver(PyAMGXSolver): The `AggregationAMGSolver` is an interface to the aggregation AMG solver in AMGX, with a Jacobi smoother by default. """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-10, criterion="legacy", iterations=1000, precon=None, smoother=BlockJacobiSmoother(), **kwargs): @@ -20,7 +20,7 @@ def __init__(self, tolerance=1e-10, criterion="default", ---------- tolerance : float Required error tolerance. - criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} + criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/pyamgx/classicalAMGSolver.py b/fipy/solvers/pyamgx/classicalAMGSolver.py index c4cede6665..5cd051c5d1 100644 --- a/fipy/solvers/pyamgx/classicalAMGSolver.py +++ b/fipy/solvers/pyamgx/classicalAMGSolver.py @@ -11,7 +11,7 @@ class ClassicalAMGSolver(PyAMGXSolver): The `ClassicalAMGSolver` is an interface to the classical AMG solver in AMGX, with a Jacobi smoother by default. """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-10, criterion="legacy", iterations=1000, precon=None, smoother=BlockJacobiSmoother(), **kwargs): @@ -20,7 +20,7 @@ def __init__(self, tolerance=1e-10, criterion="default", ---------- tolerance : float Required error tolerance. - criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} + criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/pyamgx/linearBiCGStabSolver.py b/fipy/solvers/pyamgx/linearBiCGStabSolver.py index 87e7a07269..2372d1d58a 100644 --- a/fipy/solvers/pyamgx/linearBiCGStabSolver.py +++ b/fipy/solvers/pyamgx/linearBiCGStabSolver.py @@ -12,7 +12,7 @@ class LinearBiCGStabSolver(PyAMGXSolver): AMGX, with a Jacobi preconditioner by default. """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-10, criterion="legacy", iterations=1000, precon=JacobiPreconditioner(), **kwargs): """ @@ -20,7 +20,7 @@ def __init__(self, tolerance=1e-10, criterion="default", ---------- tolerance : float Required error tolerance. - criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} + criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/pyamgx/linearFGMRESSolver.py b/fipy/solvers/pyamgx/linearFGMRESSolver.py index 72cf269fd5..24b9b2f3d6 100644 --- a/fipy/solvers/pyamgx/linearFGMRESSolver.py +++ b/fipy/solvers/pyamgx/linearFGMRESSolver.py @@ -12,7 +12,7 @@ class LinearFGMRESSolver(PyAMGXSolver): AMGX, with a Jacobi preconditioner by default. """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-10, criterion="legacy", iterations=1000, precon=JacobiPreconditioner(), **kwargs): """ @@ -20,7 +20,7 @@ def __init__(self, tolerance=1e-10, criterion="default", ---------- tolerance : float Required error tolerance. - criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} + criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/pyamgx/linearGMRESSolver.py b/fipy/solvers/pyamgx/linearGMRESSolver.py index 2b27683bf7..cb2507bb68 100644 --- a/fipy/solvers/pyamgx/linearGMRESSolver.py +++ b/fipy/solvers/pyamgx/linearGMRESSolver.py @@ -12,7 +12,7 @@ class LinearGMRESSolver(PyAMGXSolver): AMGX, with a Jacobi preconditioner by default. """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-10, criterion="legacy", iterations=1000, precon=JacobiPreconditioner(), **kwargs): """ @@ -20,7 +20,7 @@ def __init__(self, tolerance=1e-10, criterion="default", ---------- tolerance : float Required error tolerance. - criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} + criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/pyamgx/linearPCGSolver.py b/fipy/solvers/pyamgx/linearPCGSolver.py index cc3703ba0f..d9913a791e 100644 --- a/fipy/solvers/pyamgx/linearPCGSolver.py +++ b/fipy/solvers/pyamgx/linearPCGSolver.py @@ -12,7 +12,7 @@ class LinearPCGSolver(PyAMGXSolver): AMGX, with no preconditioning by default. """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-10, criterion="legacy", iterations=1000, precon=JacobiPreconditioner(), **kwargs): """ @@ -20,7 +20,7 @@ def __init__(self, tolerance=1e-10, criterion="default", ---------- tolerance : float Required error tolerance. - criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} + criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/pyamgx/pyAMGXSolver.py b/fipy/solvers/pyamgx/pyAMGXSolver.py index 3c0963c8aa..de6ef241c9 100644 --- a/fipy/solvers/pyamgx/pyAMGXSolver.py +++ b/fipy/solvers/pyamgx/pyAMGXSolver.py @@ -14,7 +14,7 @@ class PyAMGXSolver(Solver): - def __init__(self, config_dict, tolerance=1e-10, criterion="default", + def __init__(self, config_dict, tolerance=1e-10, criterion="legacy", iterations=1000, precon=None, smoother=None, **kwargs): """ Parameters @@ -23,7 +23,7 @@ def __init__(self, config_dict, tolerance=1e-10, criterion="default", AMGX configuration options tolerance : float Required error tolerance. - criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} + criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int @@ -84,7 +84,7 @@ def _rhsNorm(self, L, x, b): def _matrixNorm(self, L, x, b): return linalg.norm(L.matrix, ord=numerix.inf) - def _adaptDefaultTolerance(self, L, x, b): + def _adaptLegacyTolerance(self, L, x, b): return self._adaptInitialTolerance(L, x, b) def _adaptUnscaledTolerance(self, L, x, b): diff --git a/fipy/solvers/pysparse/linearCGSSolver.py b/fipy/solvers/pysparse/linearCGSSolver.py index c505daab9e..3acedc98ed 100644 --- a/fipy/solvers/pysparse/linearCGSSolver.py +++ b/fipy/solvers/pysparse/linearCGSSolver.py @@ -30,7 +30,7 @@ class LinearCGSSolver(LinearRHSSolver): solveFnc = staticmethod(krylov.cgs) - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-10, criterion="legacy", iterations=1000, precon=None): """ Create a `LinearCGSSolver` object. @@ -39,7 +39,7 @@ def __init__(self, tolerance=1e-10, criterion="default", ---------- tolerance : float Required error tolerance. - criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} + criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/pysparse/linearGMRESSolver.py b/fipy/solvers/pysparse/linearGMRESSolver.py index 9853e250b3..89eb4eda02 100644 --- a/fipy/solvers/pysparse/linearGMRESSolver.py +++ b/fipy/solvers/pysparse/linearGMRESSolver.py @@ -27,7 +27,7 @@ class LinearGMRESSolver(LinearInitialSolver): solveFnc = staticmethod(krylov.gmres) - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-10, criterion="legacy", iterations=1000, precon=JacobiPreconditioner()): """ Create a `LinearGMRESSolver` object. @@ -36,7 +36,7 @@ def __init__(self, tolerance=1e-10, criterion="default", ---------- tolerance : float Required error tolerance. - criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} + criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/pysparse/linearInitialSolver.py b/fipy/solvers/pysparse/linearInitialSolver.py index a3c8709033..2d6cdcfae9 100644 --- a/fipy/solvers/pysparse/linearInitialSolver.py +++ b/fipy/solvers/pysparse/linearInitialSolver.py @@ -9,7 +9,7 @@ class LinearInitialSolver(PysparseSolver): .. attention:: This class is abstract. Always create one of its subclasses. """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-10, criterion="legacy", iterations=1000, precon=None): """ Create a `Solver` object. @@ -18,7 +18,7 @@ def __init__(self, tolerance=1e-10, criterion="default", ---------- tolerance : float Required error tolerance. - criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} + criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int @@ -29,10 +29,10 @@ def __init__(self, tolerance=1e-10, criterion="default", super(LinearInitialSolver, self).__init__(tolerance=tolerance, criterion=criterion, iterations=iterations, precon=precon) - def _defaultNorm(self, L, x, b): + def _legacyNorm(self, L, x, b): return self._residualNorm(L, x, b) - def _adaptDefaultTolerance(self, L, x, b): + def _adaptLegacyTolerance(self, L, x, b): return self._adaptInitialTolerance(L, x, b) def _adaptUnscaledTolerance(self, L, x, b): @@ -41,7 +41,7 @@ def _adaptUnscaledTolerance(self, L, x, b): def _adaptRHSTolerance(self, L, x, b): factor = self._rhsNorm(L, x, b) / self._residualNorm(L, x, b) - return (1., None) + return (factor, None) def _adaptMatrixTolerance(self, L, x, b): factor = self._matrixNorm(L, x, b) / self._residualNorm(L, x, b) diff --git a/fipy/solvers/pysparse/linearJORSolver.py b/fipy/solvers/pysparse/linearJORSolver.py index a9533d03da..bf0e830d60 100644 --- a/fipy/solvers/pysparse/linearJORSolver.py +++ b/fipy/solvers/pysparse/linearJORSolver.py @@ -20,12 +20,7 @@ class LinearJORSolver(PysparseSolver): """ - criteria = { - "default": None, - "unscaled": None - } - - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-10, criterion="legacy", iterations=1000, relaxation=1.0): """ Create a `LinearJORSolver` object. @@ -34,7 +29,7 @@ def __init__(self, tolerance=1e-10, criterion="default", ---------- tolerance : float Required error tolerance. - criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} + criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/pysparse/linearLUSolver.py b/fipy/solvers/pysparse/linearLUSolver.py index 4ba8689c4d..5759a681e7 100644 --- a/fipy/solvers/pysparse/linearLUSolver.py +++ b/fipy/solvers/pysparse/linearLUSolver.py @@ -27,7 +27,7 @@ class LinearLUSolver(PysparseSolver): """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-10, criterion="legacy", iterations=10, precon=None): """ Creates a `LinearLUSolver`. @@ -36,7 +36,7 @@ def __init__(self, tolerance=1e-10, criterion="default", ---------- tolerance : float Required error tolerance. - criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} + criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int @@ -47,7 +47,7 @@ def __init__(self, tolerance=1e-10, criterion="default", super(LinearLUSolver, self).__init__(tolerance=tolerance, criterion=criterion, iterations=iterations) - def _adaptDefaultTolerance(self, L, x, b): + def _adaptLegacyTolerance(self, L, x, b): return self._adaptInitialTolerance(L, x, b) def _adaptUnscaledTolerance(self, L, x, b): diff --git a/fipy/solvers/pysparse/linearPCGSolver.py b/fipy/solvers/pysparse/linearPCGSolver.py index 953533755d..1c96c726a1 100644 --- a/fipy/solvers/pysparse/linearPCGSolver.py +++ b/fipy/solvers/pysparse/linearPCGSolver.py @@ -29,7 +29,7 @@ class LinearPCGSolver(LinearRHSSolver): solveFnc = staticmethod(krylov.pcg) - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-10, criterion="legacy", iterations=1000, precon=SSORPreconditioner()): """ Create a `LinearPCGSolver` object. @@ -38,7 +38,7 @@ def __init__(self, tolerance=1e-10, criterion="default", ---------- tolerance : float Required error tolerance. - criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} + criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/pysparse/linearRHSSolver.py b/fipy/solvers/pysparse/linearRHSSolver.py index dd08681bc1..20305fa5d1 100644 --- a/fipy/solvers/pysparse/linearRHSSolver.py +++ b/fipy/solvers/pysparse/linearRHSSolver.py @@ -9,7 +9,7 @@ class LinearRHSSolver(PysparseSolver): .. attention:: This class is abstract. Always create one of its subclasses. """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-10, criterion="legacy", iterations=1000, precon=None): """ Create a `Solver` object. @@ -18,7 +18,7 @@ def __init__(self, tolerance=1e-10, criterion="default", ---------- tolerance : float Required error tolerance. - criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} + criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int @@ -29,10 +29,10 @@ def __init__(self, tolerance=1e-10, criterion="default", super(LinearRHSSolver, self).__init__(tolerance=tolerance, criterion=criterion, iterations=iterations, precon=precon) - def _defaultNorm(self, L, x, b): + def _legacyNorm(self, L, x, b): return self._rhsNorm(L, x, b) - def _adaptDefaultTolerance(self, L, x, b): + def _adaptLegacyTolerance(self, L, x, b): return self._adaptRHSTolerance(L, x, b) def _adaptUnscaledTolerance(self, L, x, b): diff --git a/fipy/solvers/pysparse/pysparseSolver.py b/fipy/solvers/pysparse/pysparseSolver.py index a8af1be58e..054d464f56 100644 --- a/fipy/solvers/pysparse/pysparseSolver.py +++ b/fipy/solvers/pysparse/pysparseSolver.py @@ -47,7 +47,7 @@ def _solve_(self, L, x, b): # Pysparse returns the relative residual, # which changes depending on which solver is used - default_norm = self._defaultNorm(L, x, b) + legacy_norm = self._legacyNorm(L, x, b) self._log.debug("BEGIN solve") @@ -61,7 +61,7 @@ def _solve_(self, L, x, b): code=info, iterations=iter, tolerance_scale=tolerance_scale, - residual=relres * default_norm) + residual=relres * legacy_norm) self.convergence.warn() diff --git a/fipy/solvers/scipy/linearLUSolver.py b/fipy/solvers/scipy/linearLUSolver.py index b8d2f36c73..18ac63c48a 100644 --- a/fipy/solvers/scipy/linearLUSolver.py +++ b/fipy/solvers/scipy/linearLUSolver.py @@ -19,7 +19,7 @@ class LinearLUSolver(_ScipySolver): the Scipy `scipy.sparse.linalg.splu` module. """ - def _adaptDefaultTolerance(self, L, x, b): + def _adaptLegacyTolerance(self, L, x, b): return self._adaptInitialTolerance(L, x, b) def _adaptUnscaledTolerance(self, L, x, b): diff --git a/fipy/solvers/scipy/scipyKrylovSolver.py b/fipy/solvers/scipy/scipyKrylovSolver.py index 7c22e905a7..a4e7a6e343 100644 --- a/fipy/solvers/scipy/scipyKrylovSolver.py +++ b/fipy/solvers/scipy/scipyKrylovSolver.py @@ -19,7 +19,7 @@ class _ScipyKrylovSolver(_ScipySolver): def _countIterations(self, xk): self.actualIterations += 1 - def _adaptDefaultTolerance(self, L, x, b): + def _adaptLegacyTolerance(self, L, x, b): return self._adaptRHSTolerance(L, x, b) def _adaptUnscaledTolerance(self, L, x, b): diff --git a/fipy/solvers/scipy/scipySolver.py b/fipy/solvers/scipy/scipySolver.py index 01f8424855..7f3ef93aec 100644 --- a/fipy/solvers/scipy/scipySolver.py +++ b/fipy/solvers/scipy/scipySolver.py @@ -17,7 +17,7 @@ class _ScipySolver(Solver): """ def __init__(self, tolerance=1e-10, absolute_tolerance=0., - criterion="default", + criterion="legacy", iterations=1000, precon=None): """ Create a `Solver` object. @@ -28,7 +28,7 @@ def __init__(self, tolerance=1e-10, absolute_tolerance=0., Required relative error tolerance. absolute_tolerance : float Required absolute error tolerance. - criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} + criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy', } Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/solver.py b/fipy/solvers/solver.py index baae4e69f7..43c47cd794 100644 --- a/fipy/solvers/solver.py +++ b/fipy/solvers/solver.py @@ -100,7 +100,7 @@ class Solver(object): .. attention:: This class is abstract. Always create one of its subclasses. """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-10, criterion="legacy", iterations=1000, precon=None): """ Create a `Solver` object. @@ -109,7 +109,7 @@ def __init__(self, tolerance=1e-10, criterion="default", ---------- tolerance : float Required error tolerance. - criterion : {'default', 'initial', 'unscaled', 'RHS', 'matrix', 'solution', 'preconditioned', 'natural'}, optional + criterion : {'initial', 'unscaled', 'RHS', 'matrix', 'solution', 'preconditioned', 'natural', 'legacy'}, optional Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int @@ -150,7 +150,7 @@ def _setConvergence(self, suite, code, iterations, residual, actual_code=None, * actual_code=actual_code, **kwargs) - def _defaultNorm(self, L, x, b): + def _legacyNorm(self, L, x, b): raise NotImplementedError def _unscaledNorm(self, L, x, b): @@ -190,7 +190,7 @@ def _norms(self): self._rhsNorm(L, x, b), self._residualNorm(L, x, b)) - def _adaptDefaultTolerance(self, L, x, b): + def _adaptLegacyTolerance(self, L, x, b): raise NotImplementedError def _adaptUnscaledTolerance(self, L, x, b): @@ -216,7 +216,7 @@ def _adaptNaturalTolerance(self, L, x, b): def _adaptTolerance(self, L, x, b): adapt = { - "default": self._adaptDefaultTolerance, + "legacy": self._adaptLegacyTolerance, "unscaled": self._adaptUnscaledTolerance, "RHS": self._adaptRHSTolerance, "matrix": self._adaptMatrixTolerance, diff --git a/fipy/solvers/trilinos/linearBicgstabSolver.py b/fipy/solvers/trilinos/linearBicgstabSolver.py index 10a2517b48..b52faa99a8 100644 --- a/fipy/solvers/trilinos/linearBicgstabSolver.py +++ b/fipy/solvers/trilinos/linearBicgstabSolver.py @@ -18,14 +18,14 @@ class LinearBicgstabSolver(TrilinosAztecOOSolver): """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-10, criterion="legacy", iterations=1000, precon=JacobiPreconditioner()): """ Parameters ---------- tolerance : float Required error tolerance. - criterion : {'default', 'initial', 'unscaled', 'RHS', 'matrix', 'solution'} + criterion : {'initial', 'unscaled', 'RHS', 'matrix', 'solution', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/trilinos/linearCGSSolver.py b/fipy/solvers/trilinos/linearCGSSolver.py index b53ab66e0f..8e98b53664 100644 --- a/fipy/solvers/trilinos/linearCGSSolver.py +++ b/fipy/solvers/trilinos/linearCGSSolver.py @@ -18,14 +18,14 @@ class LinearCGSSolver(TrilinosAztecOOSolver): """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-10, criterion="legacy", iterations=1000, precon=MultilevelDDPreconditioner()): """ Parameters ---------- tolerance : float Required error tolerance. - criterion : {'default', 'initial', 'unscaled', 'RHS', 'matrix', 'solution'} + criterion : {'initial', 'unscaled', 'RHS', 'matrix', 'solution', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/trilinos/linearGMRESSolver.py b/fipy/solvers/trilinos/linearGMRESSolver.py index 247fb1be6b..f2d79ba980 100644 --- a/fipy/solvers/trilinos/linearGMRESSolver.py +++ b/fipy/solvers/trilinos/linearGMRESSolver.py @@ -14,18 +14,18 @@ class LinearGMRESSolver(TrilinosAztecOOSolver): """ The `LinearGMRESSolver` is an interface to the GMRES solver in Trilinos, - using a the `MultilevelDDPreconditioner` by default. + using the `MultilevelDDPreconditioner` by default. """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-10, criterion="legacy", iterations=1000, precon=MultilevelDDPreconditioner()): """ Parameters ---------- tolerance : float Required error tolerance. - criterion : {'default', 'initial', 'unscaled', 'RHS', 'matrix', 'solution'} + criterion : {'initial', 'unscaled', 'RHS', 'matrix', 'solution', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/trilinos/linearLUSolver.py b/fipy/solvers/trilinos/linearLUSolver.py index 3490eaa564..0da2a09a32 100644 --- a/fipy/solvers/trilinos/linearLUSolver.py +++ b/fipy/solvers/trilinos/linearLUSolver.py @@ -20,14 +20,14 @@ class LinearLUSolver(TrilinosSolver): """ - def __init__(self, tolerance=1e-10, criterion="default", precon=None, + def __init__(self, tolerance=1e-10, criterion="legacy", precon=None, iterations=10): """ Parameters ---------- tolerance : float Required error tolerance. - criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial'} + criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int @@ -45,7 +45,7 @@ def __init__(self, tolerance=1e-10, criterion="default", precon=None, UserWarning, stacklevel=2) self.Factory = Amesos.Factory() - def _adaptDefaultTolerance(self, L, x, b): + def _adaptLegacyTolerance(self, L, x, b): return self._adaptInitialTolerance(L, x, b) def _adaptUnscaledTolerance(self, L, x, b): diff --git a/fipy/solvers/trilinos/linearPCGSolver.py b/fipy/solvers/trilinos/linearPCGSolver.py index 0856b60b1f..7d48075186 100644 --- a/fipy/solvers/trilinos/linearPCGSolver.py +++ b/fipy/solvers/trilinos/linearPCGSolver.py @@ -18,14 +18,14 @@ class LinearPCGSolver(TrilinosAztecOOSolver): """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-10, criterion="legacy", iterations=1000, precon=MultilevelDDPreconditioner()): """ Parameters ---------- tolerance : float Required error tolerance. - criterion : {'default', 'initial', 'unscaled', 'RHS', 'matrix', 'solution'} + criterion : {'initial', 'unscaled', 'RHS', 'matrix', 'solution', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/trilinos/trilinosAztecOOSolver.py b/fipy/solvers/trilinos/trilinosAztecOOSolver.py index 87287d9bfa..b2f03fd6de 100644 --- a/fipy/solvers/trilinos/trilinosAztecOOSolver.py +++ b/fipy/solvers/trilinos/trilinosAztecOOSolver.py @@ -18,14 +18,14 @@ class TrilinosAztecOOSolver(TrilinosSolver): """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-10, criterion="legacy", iterations=1000, precon=JacobiPreconditioner()): """ Parameters ---------- tolerance : float Required error tolerance. - criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'solution'} + criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'solution', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int @@ -38,7 +38,7 @@ def __init__(self, tolerance=1e-10, criterion="default", TrilinosSolver.__init__(self, tolerance=tolerance, criterion=criterion, iterations=iterations, precon=precon) - def _adaptDefaultTolerance(self, L, x, b): + def _adaptLegacyTolerance(self, L, x, b): return self._adaptInitialTolerance(L, x, b) def _adaptUnscaledTolerance(self, L, x, b): From b2710317c6e88b6a3f553c1593ebc30779281875 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 8 Nov 2023 11:33:12 -0500 Subject: [PATCH 221/303] Fix error in normalization --- docs/source/_static/residuals.csv | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/_static/residuals.csv b/docs/source/_static/residuals.csv index b012eb3d65..4f9a939d93 100644 --- a/docs/source/_static/residuals.csv +++ b/docs/source/_static/residuals.csv @@ -3,7 +3,7 @@ criterion,residual,scale,PETSc_ [#KSP_Convergence_Tests]_,pyamgx_ [#AMGX_converg ``RHS``,:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,:math:`\|\vec{b}\|_2`,|KSP_NORM_UNPRECONDITIONED|_,[#FiPy_Convergence_Test]_,"`cgs `_, `pcg `_, `qmres `_, or [#FiPy_Convergence_Test]_",``default``,``AZ_rhs`` ``matrix``,:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,:math:`\|\vec{L}\|_\infty`,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,``AZ_Anorm`` ``initial``,:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2^{(0)}`,[#FiPy_Convergence_Test]_,``RELATIVE_INI_CORE``,"`bicgstab `_, `gmres `_, `minres `_, or [#FiPy_Convergence_Test]_",[#FiPy_Convergence_Test]_,``AZ_r0`` -``solution``,:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_\infty`,:math:`\|\mathsf{L}\|_\infty * \|\vec{x}\|_1 - \|\vec{b}\|_\infty`,,,,,``AZ_sol`` +``solution``,:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_\infty`,:math:`\|\mathsf{L}\|_\infty * \|\vec{x}\|_1 + \|\vec{b}\|_\infty`,,,,,``AZ_sol`` ``preconditioned``,:math:`\left\|\mathsf{P}^{-1}(\mathsf{L}\vec{x} - \vec{b})\right\|_2`,:math:`\left\|\vec{b}\right\|_2`,|KSP_NORM_PRECONDITIONED|_,,,, ``natural``,:math:`\sqrt{(\mathsf{L}\vec{x} - \vec{b})\mathsf{P}^{-1}(\mathsf{L}\vec{x} - \vec{b})}`,:math:`\left\|\vec{b}\right\|_2`,|KSP_NORM_NATURAL|_,,,, ``legacy``,,,|KSP_NORM_DEFAULT|_ (``RHS`` or ``preconditioned``),``initial``,``RHS`` or ``initial``,``RHS``,``initial`` From 584cbc7ead123104db4b908164691c2f307a85fc Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 8 Nov 2023 12:09:28 -0500 Subject: [PATCH 222/303] Refactor PySparse base class trees --- fipy/solvers/pysparse/linearInitialSolver.py | 38 -------------------- fipy/solvers/pysparse/linearRHSSolver.py | 38 -------------------- fipy/solvers/pysparse/pysparseSolver.py | 34 ++++++++++++++++++ 3 files changed, 34 insertions(+), 76 deletions(-) diff --git a/fipy/solvers/pysparse/linearInitialSolver.py b/fipy/solvers/pysparse/linearInitialSolver.py index 2d6cdcfae9..bc03b58485 100644 --- a/fipy/solvers/pysparse/linearInitialSolver.py +++ b/fipy/solvers/pysparse/linearInitialSolver.py @@ -9,43 +9,5 @@ class LinearInitialSolver(PysparseSolver): .. attention:: This class is abstract. Always create one of its subclasses. """ - def __init__(self, tolerance=1e-10, criterion="legacy", - iterations=1000, precon=None): - """ - Create a `Solver` object. - - Parameters - ---------- - tolerance : float - Required error tolerance. - criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} - Interpretation of ``tolerance``. - See :ref:`CONVERGENCE` for more information. - iterations : int - Maximum number of iterative steps to perform. - precon : ~fipy.solvers.pysparse.preconditioners.preconditioner.Preconditioner - Preconditioner to use. - """ - super(LinearInitialSolver, self).__init__(tolerance=tolerance, criterion=criterion, - iterations=iterations, precon=precon) - def _legacyNorm(self, L, x, b): return self._residualNorm(L, x, b) - - def _adaptLegacyTolerance(self, L, x, b): - return self._adaptInitialTolerance(L, x, b) - - def _adaptUnscaledTolerance(self, L, x, b): - factor = 1. / self._residualNorm(L, x, b) - return (factor, None) - - def _adaptRHSTolerance(self, L, x, b): - factor = self._rhsNorm(L, x, b) / self._residualNorm(L, x, b) - return (factor, None) - - def _adaptMatrixTolerance(self, L, x, b): - factor = self._matrixNorm(L, x, b) / self._residualNorm(L, x, b) - return (factor, None) - - def _adaptInitialTolerance(self, L, x, b): - return (1., None) diff --git a/fipy/solvers/pysparse/linearRHSSolver.py b/fipy/solvers/pysparse/linearRHSSolver.py index 20305fa5d1..12f54fd49a 100644 --- a/fipy/solvers/pysparse/linearRHSSolver.py +++ b/fipy/solvers/pysparse/linearRHSSolver.py @@ -9,43 +9,5 @@ class LinearRHSSolver(PysparseSolver): .. attention:: This class is abstract. Always create one of its subclasses. """ - def __init__(self, tolerance=1e-10, criterion="legacy", - iterations=1000, precon=None): - """ - Create a `Solver` object. - - Parameters - ---------- - tolerance : float - Required error tolerance. - criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} - Interpretation of ``tolerance``. - See :ref:`CONVERGENCE` for more information. - iterations : int - Maximum number of iterative steps to perform. - precon : ~fipy.solvers.pysparse.preconditioners.preconditioner.Preconditioner - Preconditioner to use. - """ - super(LinearRHSSolver, self).__init__(tolerance=tolerance, criterion=criterion, - iterations=iterations, precon=precon) - def _legacyNorm(self, L, x, b): return self._rhsNorm(L, x, b) - - def _adaptLegacyTolerance(self, L, x, b): - return self._adaptRHSTolerance(L, x, b) - - def _adaptUnscaledTolerance(self, L, x, b): - factor = 1. / self._rhsNorm(L, x, b) - return (factor, None) - - def _adaptRHSTolerance(self, L, x, b): - return (1., None) - - def _adaptMatrixTolerance(self, L, x, b): - factor = self._matrixNorm(L, x, b) / self._rhsNorm(L, x, b) - return (factor, None) - - def _adaptInitialTolerance(self, L, x, b): - factor = self._residualNorm(L, x, b) / self._rhsNorm(L, x, b) - return (factor, None) diff --git a/fipy/solvers/pysparse/pysparseSolver.py b/fipy/solvers/pysparse/pysparseSolver.py index 054d464f56..111960e214 100644 --- a/fipy/solvers/pysparse/pysparseSolver.py +++ b/fipy/solvers/pysparse/pysparseSolver.py @@ -15,6 +15,21 @@ class PysparseSolver(_PysparseMatrixSolver): .. attention:: This class is abstract. Always create one of its subclasses. """ def __init__(self, *args, **kwargs): + """ + Create a `Solver` object. + + Parameters + ---------- + tolerance : float + Required error tolerance. + criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} + Interpretation of ``tolerance``. + See :ref:`CONVERGENCE` for more information. + iterations : int + Maximum number of iterative steps to perform. + precon : ~fipy.solvers.pysparse.preconditioners.preconditioner.Preconditioner + Preconditioner to use. + """ if self.__class__ is PysparseSolver: raise NotImplementedError("can't instantiate abstract base class") @@ -80,6 +95,25 @@ def _residualVectorAndNorm(self, L, x, b): def _Lxb(self): return (self.matrix, self.var.ravel(), numerix.array(self.RHSvector)) + def _adaptUnscaledTolerance(self, L, x, b): + factor = 1. / self._legacyNorm(L, x, b) + return (factor, None) + + def _adaptRHSTolerance(self, L, x, b): + factor = self._rhsNorm(L, x, b) / self._legacyNorm(L, x, b) + return (factor, None) + + def _adaptMatrixTolerance(self, L, x, b): + factor = self._matrixNorm(L, x, b) / self._legacyNorm(L, x, b) + return (factor, None) + + def _adaptInitialTolerance(self, L, x, b): + factor = self._residualNorm(L, x, b) / self._legacyNorm(L, x, b) + return (factor, None) + + def _adaptLegacyTolerance(self, L, x, b): + return (1., None) + def _solve(self): if self.var.mesh.communicator.Nproc > 1: From 62e0c3b4400a8e1340a9d44588aea0e44dfd721a Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 8 Nov 2023 14:46:08 -0500 Subject: [PATCH 223/303] Reintroduce "default" solver criterion and set to "RHS" --- docs/source/SOLVERS.rst | 7 +++++++ docs/source/_static/residuals.csv | 1 + fipy/solvers/petsc/linearLUSolver.py | 4 ++-- fipy/solvers/petsc/petscKrylovSolver.py | 4 ++-- fipy/solvers/pyamgx/aggregationAMGSolver.py | 4 ++-- fipy/solvers/pyamgx/classicalAMGSolver.py | 4 ++-- fipy/solvers/pyamgx/linearBiCGStabSolver.py | 4 ++-- fipy/solvers/pyamgx/linearFGMRESSolver.py | 4 ++-- fipy/solvers/pyamgx/linearGMRESSolver.py | 4 ++-- fipy/solvers/pyamgx/linearPCGSolver.py | 4 ++-- fipy/solvers/pyamgx/pyAMGXSolver.py | 4 ++-- fipy/solvers/pysparse/linearCGSSolver.py | 4 ++-- fipy/solvers/pysparse/linearGMRESSolver.py | 4 ++-- fipy/solvers/pysparse/linearJORSolver.py | 4 ++-- fipy/solvers/pysparse/linearLUSolver.py | 4 ++-- fipy/solvers/pysparse/linearPCGSolver.py | 4 ++-- fipy/solvers/pysparse/pysparseSolver.py | 2 +- fipy/solvers/scipy/scipySolver.py | 4 ++-- fipy/solvers/solver.py | 7 ++++--- fipy/solvers/trilinos/linearBicgstabSolver.py | 4 ++-- fipy/solvers/trilinos/linearCGSSolver.py | 4 ++-- fipy/solvers/trilinos/linearGMRESSolver.py | 4 ++-- fipy/solvers/trilinos/linearLUSolver.py | 4 ++-- fipy/solvers/trilinos/linearPCGSolver.py | 4 ++-- fipy/solvers/trilinos/trilinosAztecOOSolver.py | 4 ++-- 25 files changed, 55 insertions(+), 46 deletions(-) diff --git a/docs/source/SOLVERS.rst b/docs/source/SOLVERS.rst index bff17b924a..1d922fd700 100644 --- a/docs/source/SOLVERS.rst +++ b/docs/source/SOLVERS.rst @@ -227,6 +227,13 @@ We endeavor to harmonize this behavior by allowing the strings in the +``default`` +=========== + +The setting ``criterion="default"`` applies the same scaling (``RHS``) to +all solvers. This behavior is new in version |release|; prior to that, the +default behavior was the same as ``criterion="legacy"``. + ``legacy`` ========== diff --git a/docs/source/_static/residuals.csv b/docs/source/_static/residuals.csv index 4f9a939d93..6408c89447 100644 --- a/docs/source/_static/residuals.csv +++ b/docs/source/_static/residuals.csv @@ -7,3 +7,4 @@ criterion,residual,scale,PETSc_ [#KSP_Convergence_Tests]_,pyamgx_ [#AMGX_converg ``preconditioned``,:math:`\left\|\mathsf{P}^{-1}(\mathsf{L}\vec{x} - \vec{b})\right\|_2`,:math:`\left\|\vec{b}\right\|_2`,|KSP_NORM_PRECONDITIONED|_,,,, ``natural``,:math:`\sqrt{(\mathsf{L}\vec{x} - \vec{b})\mathsf{P}^{-1}(\mathsf{L}\vec{x} - \vec{b})}`,:math:`\left\|\vec{b}\right\|_2`,|KSP_NORM_NATURAL|_,,,, ``legacy``,,,|KSP_NORM_DEFAULT|_ (``RHS`` or ``preconditioned``),``initial``,``RHS`` or ``initial``,``RHS``,``initial`` +``default``,,,``RHS``,``RHS``,``RHS``,``RHS``,``RHS`` diff --git a/fipy/solvers/petsc/linearLUSolver.py b/fipy/solvers/petsc/linearLUSolver.py index b4d165f0eb..69c9799c09 100644 --- a/fipy/solvers/petsc/linearLUSolver.py +++ b/fipy/solvers/petsc/linearLUSolver.py @@ -17,14 +17,14 @@ class LinearLUSolver(PETScSolver): """ - def __init__(self, tolerance=1e-10, criterion="legacy", + def __init__(self, tolerance=1e-10, criterion="default", iterations=10, precon="lu"): """ Parameters ---------- tolerance : float Required error tolerance. - criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index a4a6454409..b54f69067a 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -20,7 +20,7 @@ class PETScKrylovSolver(PETScSolver): def __init__(self, tolerance=1e-10, absolute_tolerance=None, divergence_tolerance=None, - criterion="legacy", + criterion="default", iterations=1000, precon=None): """ Parameters @@ -31,7 +31,7 @@ def __init__(self, tolerance=1e-10, Required absolute error tolerance. divergence_tolerance : float Required divergence error tolerance. - criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'preconditioned', 'natural', 'legacy'} + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'preconditioned', 'natural', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/pyamgx/aggregationAMGSolver.py b/fipy/solvers/pyamgx/aggregationAMGSolver.py index aea0ba3330..305a35e386 100644 --- a/fipy/solvers/pyamgx/aggregationAMGSolver.py +++ b/fipy/solvers/pyamgx/aggregationAMGSolver.py @@ -11,7 +11,7 @@ class AggregationAMGSolver(PyAMGXSolver): The `AggregationAMGSolver` is an interface to the aggregation AMG solver in AMGX, with a Jacobi smoother by default. """ - def __init__(self, tolerance=1e-10, criterion="legacy", + def __init__(self, tolerance=1e-10, criterion="default", iterations=1000, precon=None, smoother=BlockJacobiSmoother(), **kwargs): @@ -20,7 +20,7 @@ def __init__(self, tolerance=1e-10, criterion="legacy", ---------- tolerance : float Required error tolerance. - criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/pyamgx/classicalAMGSolver.py b/fipy/solvers/pyamgx/classicalAMGSolver.py index 5cd051c5d1..d764ef38d0 100644 --- a/fipy/solvers/pyamgx/classicalAMGSolver.py +++ b/fipy/solvers/pyamgx/classicalAMGSolver.py @@ -11,7 +11,7 @@ class ClassicalAMGSolver(PyAMGXSolver): The `ClassicalAMGSolver` is an interface to the classical AMG solver in AMGX, with a Jacobi smoother by default. """ - def __init__(self, tolerance=1e-10, criterion="legacy", + def __init__(self, tolerance=1e-10, criterion="default", iterations=1000, precon=None, smoother=BlockJacobiSmoother(), **kwargs): @@ -20,7 +20,7 @@ def __init__(self, tolerance=1e-10, criterion="legacy", ---------- tolerance : float Required error tolerance. - criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/pyamgx/linearBiCGStabSolver.py b/fipy/solvers/pyamgx/linearBiCGStabSolver.py index 2372d1d58a..2a6d2a4b2b 100644 --- a/fipy/solvers/pyamgx/linearBiCGStabSolver.py +++ b/fipy/solvers/pyamgx/linearBiCGStabSolver.py @@ -12,7 +12,7 @@ class LinearBiCGStabSolver(PyAMGXSolver): AMGX, with a Jacobi preconditioner by default. """ - def __init__(self, tolerance=1e-10, criterion="legacy", + def __init__(self, tolerance=1e-10, criterion="default", iterations=1000, precon=JacobiPreconditioner(), **kwargs): """ @@ -20,7 +20,7 @@ def __init__(self, tolerance=1e-10, criterion="legacy", ---------- tolerance : float Required error tolerance. - criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/pyamgx/linearFGMRESSolver.py b/fipy/solvers/pyamgx/linearFGMRESSolver.py index 24b9b2f3d6..76c65a6f9a 100644 --- a/fipy/solvers/pyamgx/linearFGMRESSolver.py +++ b/fipy/solvers/pyamgx/linearFGMRESSolver.py @@ -12,7 +12,7 @@ class LinearFGMRESSolver(PyAMGXSolver): AMGX, with a Jacobi preconditioner by default. """ - def __init__(self, tolerance=1e-10, criterion="legacy", + def __init__(self, tolerance=1e-10, criterion="default", iterations=1000, precon=JacobiPreconditioner(), **kwargs): """ @@ -20,7 +20,7 @@ def __init__(self, tolerance=1e-10, criterion="legacy", ---------- tolerance : float Required error tolerance. - criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/pyamgx/linearGMRESSolver.py b/fipy/solvers/pyamgx/linearGMRESSolver.py index cb2507bb68..7d60959a4a 100644 --- a/fipy/solvers/pyamgx/linearGMRESSolver.py +++ b/fipy/solvers/pyamgx/linearGMRESSolver.py @@ -12,7 +12,7 @@ class LinearGMRESSolver(PyAMGXSolver): AMGX, with a Jacobi preconditioner by default. """ - def __init__(self, tolerance=1e-10, criterion="legacy", + def __init__(self, tolerance=1e-10, criterion="default", iterations=1000, precon=JacobiPreconditioner(), **kwargs): """ @@ -20,7 +20,7 @@ def __init__(self, tolerance=1e-10, criterion="legacy", ---------- tolerance : float Required error tolerance. - criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/pyamgx/linearPCGSolver.py b/fipy/solvers/pyamgx/linearPCGSolver.py index d9913a791e..dedce50e50 100644 --- a/fipy/solvers/pyamgx/linearPCGSolver.py +++ b/fipy/solvers/pyamgx/linearPCGSolver.py @@ -12,7 +12,7 @@ class LinearPCGSolver(PyAMGXSolver): AMGX, with no preconditioning by default. """ - def __init__(self, tolerance=1e-10, criterion="legacy", + def __init__(self, tolerance=1e-10, criterion="default", iterations=1000, precon=JacobiPreconditioner(), **kwargs): """ @@ -20,7 +20,7 @@ def __init__(self, tolerance=1e-10, criterion="legacy", ---------- tolerance : float Required error tolerance. - criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/pyamgx/pyAMGXSolver.py b/fipy/solvers/pyamgx/pyAMGXSolver.py index de6ef241c9..1121044479 100644 --- a/fipy/solvers/pyamgx/pyAMGXSolver.py +++ b/fipy/solvers/pyamgx/pyAMGXSolver.py @@ -14,7 +14,7 @@ class PyAMGXSolver(Solver): - def __init__(self, config_dict, tolerance=1e-10, criterion="legacy", + def __init__(self, config_dict, tolerance=1e-10, criterion="default", iterations=1000, precon=None, smoother=None, **kwargs): """ Parameters @@ -23,7 +23,7 @@ def __init__(self, config_dict, tolerance=1e-10, criterion="legacy", AMGX configuration options tolerance : float Required error tolerance. - criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/pysparse/linearCGSSolver.py b/fipy/solvers/pysparse/linearCGSSolver.py index 3acedc98ed..336f0b15f1 100644 --- a/fipy/solvers/pysparse/linearCGSSolver.py +++ b/fipy/solvers/pysparse/linearCGSSolver.py @@ -30,7 +30,7 @@ class LinearCGSSolver(LinearRHSSolver): solveFnc = staticmethod(krylov.cgs) - def __init__(self, tolerance=1e-10, criterion="legacy", + def __init__(self, tolerance=1e-10, criterion="default", iterations=1000, precon=None): """ Create a `LinearCGSSolver` object. @@ -39,7 +39,7 @@ def __init__(self, tolerance=1e-10, criterion="legacy", ---------- tolerance : float Required error tolerance. - criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/pysparse/linearGMRESSolver.py b/fipy/solvers/pysparse/linearGMRESSolver.py index 89eb4eda02..9f6d62938f 100644 --- a/fipy/solvers/pysparse/linearGMRESSolver.py +++ b/fipy/solvers/pysparse/linearGMRESSolver.py @@ -27,7 +27,7 @@ class LinearGMRESSolver(LinearInitialSolver): solveFnc = staticmethod(krylov.gmres) - def __init__(self, tolerance=1e-10, criterion="legacy", + def __init__(self, tolerance=1e-10, criterion="default", iterations=1000, precon=JacobiPreconditioner()): """ Create a `LinearGMRESSolver` object. @@ -36,7 +36,7 @@ def __init__(self, tolerance=1e-10, criterion="legacy", ---------- tolerance : float Required error tolerance. - criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/pysparse/linearJORSolver.py b/fipy/solvers/pysparse/linearJORSolver.py index bf0e830d60..2a7f873227 100644 --- a/fipy/solvers/pysparse/linearJORSolver.py +++ b/fipy/solvers/pysparse/linearJORSolver.py @@ -20,7 +20,7 @@ class LinearJORSolver(PysparseSolver): """ - def __init__(self, tolerance=1e-10, criterion="legacy", + def __init__(self, tolerance=1e-10, criterion="default", iterations=1000, relaxation=1.0): """ Create a `LinearJORSolver` object. @@ -29,7 +29,7 @@ def __init__(self, tolerance=1e-10, criterion="legacy", ---------- tolerance : float Required error tolerance. - criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/pysparse/linearLUSolver.py b/fipy/solvers/pysparse/linearLUSolver.py index 5759a681e7..f50a1a5d5e 100644 --- a/fipy/solvers/pysparse/linearLUSolver.py +++ b/fipy/solvers/pysparse/linearLUSolver.py @@ -27,7 +27,7 @@ class LinearLUSolver(PysparseSolver): """ - def __init__(self, tolerance=1e-10, criterion="legacy", + def __init__(self, tolerance=1e-10, criterion="default", iterations=10, precon=None): """ Creates a `LinearLUSolver`. @@ -36,7 +36,7 @@ def __init__(self, tolerance=1e-10, criterion="legacy", ---------- tolerance : float Required error tolerance. - criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/pysparse/linearPCGSolver.py b/fipy/solvers/pysparse/linearPCGSolver.py index 1c96c726a1..94d3ba16e8 100644 --- a/fipy/solvers/pysparse/linearPCGSolver.py +++ b/fipy/solvers/pysparse/linearPCGSolver.py @@ -29,7 +29,7 @@ class LinearPCGSolver(LinearRHSSolver): solveFnc = staticmethod(krylov.pcg) - def __init__(self, tolerance=1e-10, criterion="legacy", + def __init__(self, tolerance=1e-10, criterion="default", iterations=1000, precon=SSORPreconditioner()): """ Create a `LinearPCGSolver` object. @@ -38,7 +38,7 @@ def __init__(self, tolerance=1e-10, criterion="legacy", ---------- tolerance : float Required error tolerance. - criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/pysparse/pysparseSolver.py b/fipy/solvers/pysparse/pysparseSolver.py index 111960e214..8e1de5f549 100644 --- a/fipy/solvers/pysparse/pysparseSolver.py +++ b/fipy/solvers/pysparse/pysparseSolver.py @@ -22,7 +22,7 @@ def __init__(self, *args, **kwargs): ---------- tolerance : float Required error tolerance. - criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/scipy/scipySolver.py b/fipy/solvers/scipy/scipySolver.py index 7f3ef93aec..59202d4e93 100644 --- a/fipy/solvers/scipy/scipySolver.py +++ b/fipy/solvers/scipy/scipySolver.py @@ -17,7 +17,7 @@ class _ScipySolver(Solver): """ def __init__(self, tolerance=1e-10, absolute_tolerance=0., - criterion="legacy", + criterion="default", iterations=1000, precon=None): """ Create a `Solver` object. @@ -28,7 +28,7 @@ def __init__(self, tolerance=1e-10, absolute_tolerance=0., Required relative error tolerance. absolute_tolerance : float Required absolute error tolerance. - criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy', } + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'legacy', } Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/solver.py b/fipy/solvers/solver.py index 43c47cd794..015875b9b5 100644 --- a/fipy/solvers/solver.py +++ b/fipy/solvers/solver.py @@ -100,7 +100,7 @@ class Solver(object): .. attention:: This class is abstract. Always create one of its subclasses. """ - def __init__(self, tolerance=1e-10, criterion="legacy", + def __init__(self, tolerance=1e-10, criterion="default", iterations=1000, precon=None): """ Create a `Solver` object. @@ -109,7 +109,7 @@ def __init__(self, tolerance=1e-10, criterion="legacy", ---------- tolerance : float Required error tolerance. - criterion : {'initial', 'unscaled', 'RHS', 'matrix', 'solution', 'preconditioned', 'natural', 'legacy'}, optional + criterion : {'default', 'initial', 'unscaled', 'RHS', 'matrix', 'solution', 'preconditioned', 'natural', 'legacy'}, optional Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int @@ -223,7 +223,8 @@ def _adaptTolerance(self, L, x, b): "initial": self._adaptInitialTolerance, "solution": self._adaptSolutionTolerance, "preconditioned": self._adaptPreconditionedTolerance, - "natural": self._adaptNaturalTolerance + "natural": self._adaptNaturalTolerance, + "default": self._adaptRHSTolerance } tolerance_scale, suite_criterion = adapt[self.criterion](L, x, b) diff --git a/fipy/solvers/trilinos/linearBicgstabSolver.py b/fipy/solvers/trilinos/linearBicgstabSolver.py index b52faa99a8..83d8e51182 100644 --- a/fipy/solvers/trilinos/linearBicgstabSolver.py +++ b/fipy/solvers/trilinos/linearBicgstabSolver.py @@ -18,14 +18,14 @@ class LinearBicgstabSolver(TrilinosAztecOOSolver): """ - def __init__(self, tolerance=1e-10, criterion="legacy", + def __init__(self, tolerance=1e-10, criterion="default", iterations=1000, precon=JacobiPreconditioner()): """ Parameters ---------- tolerance : float Required error tolerance. - criterion : {'initial', 'unscaled', 'RHS', 'matrix', 'solution', 'legacy'} + criterion : {'default', 'initial', 'unscaled', 'RHS', 'matrix', 'solution', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/trilinos/linearCGSSolver.py b/fipy/solvers/trilinos/linearCGSSolver.py index 8e98b53664..871404755b 100644 --- a/fipy/solvers/trilinos/linearCGSSolver.py +++ b/fipy/solvers/trilinos/linearCGSSolver.py @@ -18,14 +18,14 @@ class LinearCGSSolver(TrilinosAztecOOSolver): """ - def __init__(self, tolerance=1e-10, criterion="legacy", + def __init__(self, tolerance=1e-10, criterion="default", iterations=1000, precon=MultilevelDDPreconditioner()): """ Parameters ---------- tolerance : float Required error tolerance. - criterion : {'initial', 'unscaled', 'RHS', 'matrix', 'solution', 'legacy'} + criterion : {'default', 'initial', 'unscaled', 'RHS', 'matrix', 'solution', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/trilinos/linearGMRESSolver.py b/fipy/solvers/trilinos/linearGMRESSolver.py index f2d79ba980..b36d787a7b 100644 --- a/fipy/solvers/trilinos/linearGMRESSolver.py +++ b/fipy/solvers/trilinos/linearGMRESSolver.py @@ -18,14 +18,14 @@ class LinearGMRESSolver(TrilinosAztecOOSolver): """ - def __init__(self, tolerance=1e-10, criterion="legacy", + def __init__(self, tolerance=1e-10, criterion="default", iterations=1000, precon=MultilevelDDPreconditioner()): """ Parameters ---------- tolerance : float Required error tolerance. - criterion : {'initial', 'unscaled', 'RHS', 'matrix', 'solution', 'legacy'} + criterion : {'default', 'initial', 'unscaled', 'RHS', 'matrix', 'solution', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/trilinos/linearLUSolver.py b/fipy/solvers/trilinos/linearLUSolver.py index 0da2a09a32..f0ae06649b 100644 --- a/fipy/solvers/trilinos/linearLUSolver.py +++ b/fipy/solvers/trilinos/linearLUSolver.py @@ -20,14 +20,14 @@ class LinearLUSolver(TrilinosSolver): """ - def __init__(self, tolerance=1e-10, criterion="legacy", precon=None, + def __init__(self, tolerance=1e-10, criterion="default", precon=None, iterations=10): """ Parameters ---------- tolerance : float Required error tolerance. - criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/trilinos/linearPCGSolver.py b/fipy/solvers/trilinos/linearPCGSolver.py index 7d48075186..990ab5aeed 100644 --- a/fipy/solvers/trilinos/linearPCGSolver.py +++ b/fipy/solvers/trilinos/linearPCGSolver.py @@ -18,14 +18,14 @@ class LinearPCGSolver(TrilinosAztecOOSolver): """ - def __init__(self, tolerance=1e-10, criterion="legacy", + def __init__(self, tolerance=1e-10, criterion="default", iterations=1000, precon=MultilevelDDPreconditioner()): """ Parameters ---------- tolerance : float Required error tolerance. - criterion : {'initial', 'unscaled', 'RHS', 'matrix', 'solution', 'legacy'} + criterion : {'default', 'initial', 'unscaled', 'RHS', 'matrix', 'solution', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int diff --git a/fipy/solvers/trilinos/trilinosAztecOOSolver.py b/fipy/solvers/trilinos/trilinosAztecOOSolver.py index b2f03fd6de..2fdcc5d27d 100644 --- a/fipy/solvers/trilinos/trilinosAztecOOSolver.py +++ b/fipy/solvers/trilinos/trilinosAztecOOSolver.py @@ -18,14 +18,14 @@ class TrilinosAztecOOSolver(TrilinosSolver): """ - def __init__(self, tolerance=1e-10, criterion="legacy", + def __init__(self, tolerance=1e-10, criterion="default", iterations=1000, precon=JacobiPreconditioner()): """ Parameters ---------- tolerance : float Required error tolerance. - criterion : {'unscaled', 'RHS', 'matrix', 'initial', 'solution', 'legacy'} + criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'solution', 'legacy'} Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. iterations : int From b323e6af38c4ffcd5aa573a9190423564655fe15 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 8 Nov 2023 17:33:56 -0500 Subject: [PATCH 224/303] Use super() and explicit arguments --- fipy/solvers/petsc/linearLUSolver.py | 4 ++-- fipy/solvers/petsc/petscKrylovSolver.py | 4 ++-- fipy/solvers/pysparse/pysparseSolver.py | 7 +++++-- fipy/solvers/trilinos/linearBicgstabSolver.py | 4 ++-- fipy/solvers/trilinos/linearCGSSolver.py | 4 ++-- fipy/solvers/trilinos/linearGMRESSolver.py | 4 ++-- fipy/solvers/trilinos/linearLUSolver.py | 4 ++-- fipy/solvers/trilinos/linearPCGSolver.py | 4 ++-- fipy/solvers/trilinos/trilinosAztecOOSolver.py | 4 ++-- fipy/solvers/trilinos/trilinosSolver.py | 6 ++++-- 10 files changed, 25 insertions(+), 20 deletions(-) diff --git a/fipy/solvers/petsc/linearLUSolver.py b/fipy/solvers/petsc/linearLUSolver.py index 69c9799c09..32b0476067 100644 --- a/fipy/solvers/petsc/linearLUSolver.py +++ b/fipy/solvers/petsc/linearLUSolver.py @@ -32,8 +32,8 @@ def __init__(self, tolerance=1e-10, criterion="default", precon : str *ignored* """ - PETScSolver.__init__(self, tolerance=tolerance, - iterations=iterations, precon="lu") + super(LinearLUSolver, self).__init__(tolerance=tolerance, criterion=criterion, + iterations=iterations, precon="lu") def _adaptLegacyTolerance(self, L, x, b): return self._adaptInitialTolerance(L, x, b) diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index b54f69067a..e62a4ce10a 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -45,8 +45,8 @@ def __init__(self, tolerance=1e-10, self.absolute_tolerance = absolute_tolerance self.divergence_tolerance = divergence_tolerance - PETScSolver.__init__(self, tolerance=tolerance, criterion=criterion, - iterations=iterations, precon=precon) + super(PETScKrylovSolver, self).__init__(tolerance=tolerance, criterion=criterion, + iterations=iterations, precon=precon) def _adaptLegacyTolerance(self, L, x, b): return (1., PETSc.KSP.NormType.DEFAULT) diff --git a/fipy/solvers/pysparse/pysparseSolver.py b/fipy/solvers/pysparse/pysparseSolver.py index 8e1de5f549..f84753952a 100644 --- a/fipy/solvers/pysparse/pysparseSolver.py +++ b/fipy/solvers/pysparse/pysparseSolver.py @@ -14,7 +14,9 @@ class PysparseSolver(_PysparseMatrixSolver): .. attention:: This class is abstract. Always create one of its subclasses. """ - def __init__(self, *args, **kwargs): + + def __init__(self, tolerance=1e-10, criterion="default", + iterations=1000, precon=None): """ Create a `Solver` object. @@ -33,7 +35,8 @@ def __init__(self, *args, **kwargs): if self.__class__ is PysparseSolver: raise NotImplementedError("can't instantiate abstract base class") - super(PysparseSolver, self).__init__(*args, **kwargs) + super(PysparseSolver, self).__init__(tolerance=tolerance, criterion=criterion, + iterations=iterations, precon=precon) def _solve_(self, L, x, b): """ diff --git a/fipy/solvers/trilinos/linearBicgstabSolver.py b/fipy/solvers/trilinos/linearBicgstabSolver.py index 83d8e51182..bae52e9fb4 100644 --- a/fipy/solvers/trilinos/linearBicgstabSolver.py +++ b/fipy/solvers/trilinos/linearBicgstabSolver.py @@ -32,6 +32,6 @@ def __init__(self, tolerance=1e-10, criterion="default", Maximum number of iterative steps to perform. precon : ~fipy.solvers.trilinos.preconditioners.preconditioner.Preconditioner """ - TrilinosAztecOOSolver.__init__(self, tolerance=tolerance, criterion=criterion, - iterations=iterations, precon=precon) + super(LinearBicgstabSolver, self).__init__(tolerance=tolerance, criterion=criterion, + iterations=iterations, precon=precon) self.solver = AztecOO.AZ_bicgstab diff --git a/fipy/solvers/trilinos/linearCGSSolver.py b/fipy/solvers/trilinos/linearCGSSolver.py index 871404755b..847f307fd8 100644 --- a/fipy/solvers/trilinos/linearCGSSolver.py +++ b/fipy/solvers/trilinos/linearCGSSolver.py @@ -32,6 +32,6 @@ def __init__(self, tolerance=1e-10, criterion="default", Maximum number of iterative steps to perform. precon : ~fipy.solvers.trilinos.preconditioners.preconditioner.Preconditioner """ - TrilinosAztecOOSolver.__init__(self, tolerance=tolerance, criterion=criterion, - iterations=iterations, precon=precon) + super(LinearCGSSolver, self).__init__(tolerance=tolerance, criterion=criterion, + iterations=iterations, precon=precon) self.solver = AztecOO.AZ_cgs diff --git a/fipy/solvers/trilinos/linearGMRESSolver.py b/fipy/solvers/trilinos/linearGMRESSolver.py index b36d787a7b..6ebfd00f65 100644 --- a/fipy/solvers/trilinos/linearGMRESSolver.py +++ b/fipy/solvers/trilinos/linearGMRESSolver.py @@ -32,6 +32,6 @@ def __init__(self, tolerance=1e-10, criterion="default", Maximum number of iterative steps to perform. precon : ~fipy.solvers.trilinos.preconditioners.preconditioner.Preconditioner """ - TrilinosAztecOOSolver.__init__(self, tolerance=tolerance, criterion=criterion, - iterations=iterations, precon=precon) + super(LinearGMRESSolver, self).__init__(tolerance=tolerance, criterion=criterion, + iterations=iterations, precon=precon) self.solver = AztecOO.AZ_gmres diff --git a/fipy/solvers/trilinos/linearLUSolver.py b/fipy/solvers/trilinos/linearLUSolver.py index f0ae06649b..eb257b878f 100644 --- a/fipy/solvers/trilinos/linearLUSolver.py +++ b/fipy/solvers/trilinos/linearLUSolver.py @@ -36,8 +36,8 @@ def __init__(self, tolerance=1e-10, criterion="default", precon=None, *ignored* """ - TrilinosSolver.__init__(self, tolerance=tolerance, criterion=criterion, - iterations=iterations, precon=None) + super(LinearLUSolver, self).__init__(tolerance=tolerance, criterion=criterion, + iterations=iterations, precon=None) if precon is not None: import warnings diff --git a/fipy/solvers/trilinos/linearPCGSolver.py b/fipy/solvers/trilinos/linearPCGSolver.py index 990ab5aeed..9e9e06f431 100644 --- a/fipy/solvers/trilinos/linearPCGSolver.py +++ b/fipy/solvers/trilinos/linearPCGSolver.py @@ -32,8 +32,8 @@ def __init__(self, tolerance=1e-10, criterion="default", Maximum number of iterative steps to perform. precon : ~fipy.solvers.trilinos.preconditioners.preconditioner.Preconditioner """ - TrilinosAztecOOSolver.__init__(self, tolerance=tolerance, criterion=criterion, - iterations=iterations, precon=precon) + super(LinearPCGSolver, self).__init__(tolerance=tolerance, criterion=criterion, + iterations=iterations, precon=precon) self.solver = AztecOO.AZ_cg def _canSolveAsymmetric(self): diff --git a/fipy/solvers/trilinos/trilinosAztecOOSolver.py b/fipy/solvers/trilinos/trilinosAztecOOSolver.py index 2fdcc5d27d..8aba48bc94 100644 --- a/fipy/solvers/trilinos/trilinosAztecOOSolver.py +++ b/fipy/solvers/trilinos/trilinosAztecOOSolver.py @@ -35,8 +35,8 @@ def __init__(self, tolerance=1e-10, criterion="default", if self.__class__ is TrilinosAztecOOSolver: raise NotImplementedError("can't instantiate abstract base class") - TrilinosSolver.__init__(self, tolerance=tolerance, criterion=criterion, - iterations=iterations, precon=precon) + super(TrilinosAztecOOSolver, self).__init__(tolerance=tolerance, criterion=criterion, + iterations=iterations, precon=precon) def _adaptLegacyTolerance(self, L, x, b): return self._adaptInitialTolerance(L, x, b) diff --git a/fipy/solvers/trilinos/trilinosSolver.py b/fipy/solvers/trilinos/trilinosSolver.py index ec786202e9..d807745839 100644 --- a/fipy/solvers/trilinos/trilinosSolver.py +++ b/fipy/solvers/trilinos/trilinosSolver.py @@ -13,11 +13,13 @@ class TrilinosSolver(Solver): .. attention:: This class is abstract. Always create one of its subclasses. """ - def __init__(self, *args, **kwargs): + def __init__(self, tolerance=1e-10, criterion="default", + iterations=1000, precon=None): if self.__class__ is TrilinosSolver: raise NotImplementedError("can't instantiate abstract base class") else: - Solver.__init__(self, *args, **kwargs) + super(TrilinosSolver, self).__init__(tolerance=tolerance, criterion=criterion, + iterations=iterations, precon=precon) def _storeMatrix(self, var, matrix, RHSvector): self.var = var From dc0078c1c169cc8c5d5749051d83e67aa12e7bb7 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 8 Nov 2023 17:35:24 -0500 Subject: [PATCH 225/303] Unhide solver base classes --- fipy/solvers/pysparse/pysparseSolver.py | 4 ++-- fipy/solvers/pysparseMatrixSolver.py | 2 +- fipy/solvers/scipy/linearBicgstabSolver.py | 4 ++-- fipy/solvers/scipy/linearCGSSolver.py | 4 ++-- fipy/solvers/scipy/linearGMRESSolver.py | 4 ++-- fipy/solvers/scipy/linearLUSolver.py | 4 ++-- fipy/solvers/scipy/linearPCGSolver.py | 4 ++-- fipy/solvers/scipy/scipyKrylovSolver.py | 4 ++-- fipy/solvers/scipy/scipySolver.py | 6 +++--- 9 files changed, 18 insertions(+), 18 deletions(-) diff --git a/fipy/solvers/pysparse/pysparseSolver.py b/fipy/solvers/pysparse/pysparseSolver.py index f84753952a..5969bf54da 100644 --- a/fipy/solvers/pysparse/pysparseSolver.py +++ b/fipy/solvers/pysparse/pysparseSolver.py @@ -1,14 +1,14 @@ from __future__ import unicode_literals __docformat__ = 'restructuredtext' -from ..pysparseMatrixSolver import _PysparseMatrixSolver +from ..pysparseMatrixSolver import PysparseMatrixSolver from fipy.tools import numerix __all__ = ["PysparseSolver"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class PysparseSolver(_PysparseMatrixSolver): +class PysparseSolver(PysparseMatrixSolver): """ The base `pysparseSolver` class. diff --git a/fipy/solvers/pysparseMatrixSolver.py b/fipy/solvers/pysparseMatrixSolver.py index dbb4f6b0cb..42c7f38c53 100644 --- a/fipy/solvers/pysparseMatrixSolver.py +++ b/fipy/solvers/pysparseMatrixSolver.py @@ -6,7 +6,7 @@ from fipy.solvers.solver import Solver from fipy.matrices.pysparseMatrix import _PysparseMeshMatrix -class _PysparseMatrixSolver(Solver): +class PysparseMatrixSolver(Solver): """ A class consolidating methods for solver packages which use diff --git a/fipy/solvers/scipy/linearBicgstabSolver.py b/fipy/solvers/scipy/linearBicgstabSolver.py index b50d78cd9c..0260802984 100644 --- a/fipy/solvers/scipy/linearBicgstabSolver.py +++ b/fipy/solvers/scipy/linearBicgstabSolver.py @@ -1,14 +1,14 @@ from __future__ import unicode_literals __docformat__ = 'restructuredtext' -from fipy.solvers.scipy.scipyKrylovSolver import _ScipyKrylovSolver +from fipy.solvers.scipy.scipyKrylovSolver import ScipyKrylovSolver from scipy.sparse.linalg import bicgstab __all__ = ["LinearBicgstabSolver"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class LinearBicgstabSolver(_ScipyKrylovSolver): +class LinearBicgstabSolver(ScipyKrylovSolver): """ The `LinearBicgstabSolver` is an interface to the Bicgstab solver in Scipy, with no preconditioning by default. diff --git a/fipy/solvers/scipy/linearCGSSolver.py b/fipy/solvers/scipy/linearCGSSolver.py index 66f3d25690..1eaa80f496 100644 --- a/fipy/solvers/scipy/linearCGSSolver.py +++ b/fipy/solvers/scipy/linearCGSSolver.py @@ -3,13 +3,13 @@ from scipy.sparse.linalg import cgs -from fipy.solvers.scipy.scipyKrylovSolver import _ScipyKrylovSolver +from fipy.solvers.scipy.scipyKrylovSolver import ScipyKrylovSolver __all__ = ["LinearCGSSolver"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class LinearCGSSolver(_ScipyKrylovSolver): +class LinearCGSSolver(ScipyKrylovSolver): """ The `LinearCGSSolver` is an interface to the CGS solver in Scipy, with no preconditioning by default. diff --git a/fipy/solvers/scipy/linearGMRESSolver.py b/fipy/solvers/scipy/linearGMRESSolver.py index e525f34092..e63ca951ab 100644 --- a/fipy/solvers/scipy/linearGMRESSolver.py +++ b/fipy/solvers/scipy/linearGMRESSolver.py @@ -3,13 +3,13 @@ from scipy.sparse.linalg import gmres -from fipy.solvers.scipy.scipyKrylovSolver import _ScipyKrylovSolver +from fipy.solvers.scipy.scipyKrylovSolver import ScipyKrylovSolver __all__ = ["LinearGMRESSolver"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class LinearGMRESSolver(_ScipyKrylovSolver): +class LinearGMRESSolver(ScipyKrylovSolver): """ The `LinearGMRESSolver` is an interface to the GMRES solver in Scipy, with no preconditioning by default. diff --git a/fipy/solvers/scipy/linearLUSolver.py b/fipy/solvers/scipy/linearLUSolver.py index 18ac63c48a..13539273eb 100644 --- a/fipy/solvers/scipy/linearLUSolver.py +++ b/fipy/solvers/scipy/linearLUSolver.py @@ -5,14 +5,14 @@ from scipy.sparse.linalg import splu -from fipy.solvers.scipy.scipySolver import _ScipySolver +from fipy.solvers.scipy.scipySolver import ScipySolver from fipy.tools import numerix __all__ = ["LinearLUSolver"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class LinearLUSolver(_ScipySolver): +class LinearLUSolver(ScipySolver): """ The `LinearLUSolver` solves a linear system of equations using LU-factorization. The `LinearLUSolver` is a wrapper class for the diff --git a/fipy/solvers/scipy/linearPCGSolver.py b/fipy/solvers/scipy/linearPCGSolver.py index 7ed027225d..a93711615d 100644 --- a/fipy/solvers/scipy/linearPCGSolver.py +++ b/fipy/solvers/scipy/linearPCGSolver.py @@ -3,13 +3,13 @@ from scipy.sparse.linalg import cg -from fipy.solvers.scipy.scipyKrylovSolver import _ScipyKrylovSolver +from fipy.solvers.scipy.scipyKrylovSolver import ScipyKrylovSolver __all__ = ["LinearPCGSolver"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class LinearPCGSolver(_ScipyKrylovSolver): +class LinearPCGSolver(ScipyKrylovSolver): """ The `LinearPCGSolver` is an interface to the CG solver in Scipy, with no preconditioning by default. diff --git a/fipy/solvers/scipy/scipyKrylovSolver.py b/fipy/solvers/scipy/scipyKrylovSolver.py index a4e7a6e343..80157f021f 100644 --- a/fipy/solvers/scipy/scipyKrylovSolver.py +++ b/fipy/solvers/scipy/scipyKrylovSolver.py @@ -6,10 +6,10 @@ import os import warnings -from .scipySolver import _ScipySolver +from .scipySolver import ScipySolver from fipy.tools import numerix -class _ScipyKrylovSolver(_ScipySolver): +class ScipyKrylovSolver(ScipySolver): """ The base `ScipyKrylovSolver` class. diff --git a/fipy/solvers/scipy/scipySolver.py b/fipy/solvers/scipy/scipySolver.py index 59202d4e93..f63711fd47 100644 --- a/fipy/solvers/scipy/scipySolver.py +++ b/fipy/solvers/scipy/scipySolver.py @@ -9,7 +9,7 @@ from fipy.solvers.solver import Solver from fipy.tools import numerix -class _ScipySolver(Solver): +class ScipySolver(Solver): """ The base `ScipySolver` class. @@ -38,8 +38,8 @@ def __init__(self, tolerance=1e-10, absolute_tolerance=0., preconditioners. """ self.absolute_tolerance = absolute_tolerance - super(_ScipySolver, self).__init__(tolerance=tolerance, criterion=criterion, - iterations=iterations, precon=precon) + super(ScipySolver, self).__init__(tolerance=tolerance, criterion=criterion, + iterations=iterations, precon=precon) @property def _matrixClass(self): From d635abf222563f1a4ee9694e1235d48fe5af8204 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 8 Nov 2023 17:58:16 -0500 Subject: [PATCH 226/303] Change default solver tolerance to 1e-5 - SciPy and Trilinos can fail with tolerance=1e-10 (SCIPY_MAXIT or AZ_loss, respectively) because they are unable to make the residual any smaller than O(1e-9). - tolerance=1e-5 is the default for PETSc and SciPy. - pyamgx defaults to 1e-12. - PySparse does not specify, but has examples that illustrate 1e-12. - Trilinos does not specify, but has examples that illustrate 1e-8. --- fipy/solvers/petsc/linearLUSolver.py | 2 +- fipy/solvers/petsc/petscKrylovSolver.py | 2 +- fipy/solvers/pyamgx/aggregationAMGSolver.py | 2 +- fipy/solvers/pyamgx/classicalAMGSolver.py | 2 +- fipy/solvers/pyamgx/linearBiCGStabSolver.py | 2 +- fipy/solvers/pyamgx/linearFGMRESSolver.py | 2 +- fipy/solvers/pyamgx/linearGMRESSolver.py | 2 +- fipy/solvers/pyamgx/linearPCGSolver.py | 2 +- fipy/solvers/pyamgx/pyAMGXSolver.py | 2 +- fipy/solvers/pysparse/linearCGSSolver.py | 2 +- fipy/solvers/pysparse/linearGMRESSolver.py | 2 +- fipy/solvers/pysparse/linearJORSolver.py | 2 +- fipy/solvers/pysparse/linearLUSolver.py | 2 +- fipy/solvers/pysparse/linearPCGSolver.py | 2 +- fipy/solvers/pysparse/pysparseSolver.py | 2 +- fipy/solvers/scipy/scipySolver.py | 2 +- fipy/solvers/solver.py | 2 +- fipy/solvers/trilinos/linearBicgstabSolver.py | 2 +- fipy/solvers/trilinos/linearCGSSolver.py | 2 +- fipy/solvers/trilinos/linearGMRESSolver.py | 2 +- fipy/solvers/trilinos/linearLUSolver.py | 2 +- fipy/solvers/trilinos/linearPCGSolver.py | 2 +- fipy/solvers/trilinos/trilinosAztecOOSolver.py | 2 +- fipy/solvers/trilinos/trilinosMLTest.py | 2 +- fipy/solvers/trilinos/trilinosNonlinearSolver.py | 2 +- fipy/solvers/trilinos/trilinosSolver.py | 2 +- 26 files changed, 26 insertions(+), 26 deletions(-) diff --git a/fipy/solvers/petsc/linearLUSolver.py b/fipy/solvers/petsc/linearLUSolver.py index 32b0476067..d127c0ecc4 100644 --- a/fipy/solvers/petsc/linearLUSolver.py +++ b/fipy/solvers/petsc/linearLUSolver.py @@ -17,7 +17,7 @@ class LinearLUSolver(PETScSolver): """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-5, criterion="default", iterations=10, precon="lu"): """ Parameters diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index e62a4ce10a..57322b68c1 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -17,7 +17,7 @@ class PETScKrylovSolver(PETScSolver): """ - def __init__(self, tolerance=1e-10, + def __init__(self, tolerance=1e-5, absolute_tolerance=None, divergence_tolerance=None, criterion="default", diff --git a/fipy/solvers/pyamgx/aggregationAMGSolver.py b/fipy/solvers/pyamgx/aggregationAMGSolver.py index 305a35e386..63a750c5ab 100644 --- a/fipy/solvers/pyamgx/aggregationAMGSolver.py +++ b/fipy/solvers/pyamgx/aggregationAMGSolver.py @@ -11,7 +11,7 @@ class AggregationAMGSolver(PyAMGXSolver): The `AggregationAMGSolver` is an interface to the aggregation AMG solver in AMGX, with a Jacobi smoother by default. """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-5, criterion="default", iterations=1000, precon=None, smoother=BlockJacobiSmoother(), **kwargs): diff --git a/fipy/solvers/pyamgx/classicalAMGSolver.py b/fipy/solvers/pyamgx/classicalAMGSolver.py index d764ef38d0..888c5007b8 100644 --- a/fipy/solvers/pyamgx/classicalAMGSolver.py +++ b/fipy/solvers/pyamgx/classicalAMGSolver.py @@ -11,7 +11,7 @@ class ClassicalAMGSolver(PyAMGXSolver): The `ClassicalAMGSolver` is an interface to the classical AMG solver in AMGX, with a Jacobi smoother by default. """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-5, criterion="default", iterations=1000, precon=None, smoother=BlockJacobiSmoother(), **kwargs): diff --git a/fipy/solvers/pyamgx/linearBiCGStabSolver.py b/fipy/solvers/pyamgx/linearBiCGStabSolver.py index 2a6d2a4b2b..fc4b4889b2 100644 --- a/fipy/solvers/pyamgx/linearBiCGStabSolver.py +++ b/fipy/solvers/pyamgx/linearBiCGStabSolver.py @@ -12,7 +12,7 @@ class LinearBiCGStabSolver(PyAMGXSolver): AMGX, with a Jacobi preconditioner by default. """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-5, criterion="default", iterations=1000, precon=JacobiPreconditioner(), **kwargs): """ diff --git a/fipy/solvers/pyamgx/linearFGMRESSolver.py b/fipy/solvers/pyamgx/linearFGMRESSolver.py index 76c65a6f9a..f5798b3c00 100644 --- a/fipy/solvers/pyamgx/linearFGMRESSolver.py +++ b/fipy/solvers/pyamgx/linearFGMRESSolver.py @@ -12,7 +12,7 @@ class LinearFGMRESSolver(PyAMGXSolver): AMGX, with a Jacobi preconditioner by default. """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-5, criterion="default", iterations=1000, precon=JacobiPreconditioner(), **kwargs): """ diff --git a/fipy/solvers/pyamgx/linearGMRESSolver.py b/fipy/solvers/pyamgx/linearGMRESSolver.py index 7d60959a4a..5924ac0674 100644 --- a/fipy/solvers/pyamgx/linearGMRESSolver.py +++ b/fipy/solvers/pyamgx/linearGMRESSolver.py @@ -12,7 +12,7 @@ class LinearGMRESSolver(PyAMGXSolver): AMGX, with a Jacobi preconditioner by default. """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-5, criterion="default", iterations=1000, precon=JacobiPreconditioner(), **kwargs): """ diff --git a/fipy/solvers/pyamgx/linearPCGSolver.py b/fipy/solvers/pyamgx/linearPCGSolver.py index dedce50e50..db04845a97 100644 --- a/fipy/solvers/pyamgx/linearPCGSolver.py +++ b/fipy/solvers/pyamgx/linearPCGSolver.py @@ -12,7 +12,7 @@ class LinearPCGSolver(PyAMGXSolver): AMGX, with no preconditioning by default. """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-5, criterion="default", iterations=1000, precon=JacobiPreconditioner(), **kwargs): """ diff --git a/fipy/solvers/pyamgx/pyAMGXSolver.py b/fipy/solvers/pyamgx/pyAMGXSolver.py index 1121044479..00136aedea 100644 --- a/fipy/solvers/pyamgx/pyAMGXSolver.py +++ b/fipy/solvers/pyamgx/pyAMGXSolver.py @@ -14,7 +14,7 @@ class PyAMGXSolver(Solver): - def __init__(self, config_dict, tolerance=1e-10, criterion="default", + def __init__(self, config_dict, tolerance=1e-5, criterion="default", iterations=1000, precon=None, smoother=None, **kwargs): """ Parameters diff --git a/fipy/solvers/pysparse/linearCGSSolver.py b/fipy/solvers/pysparse/linearCGSSolver.py index 336f0b15f1..f69d20097e 100644 --- a/fipy/solvers/pysparse/linearCGSSolver.py +++ b/fipy/solvers/pysparse/linearCGSSolver.py @@ -30,7 +30,7 @@ class LinearCGSSolver(LinearRHSSolver): solveFnc = staticmethod(krylov.cgs) - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-5, criterion="default", iterations=1000, precon=None): """ Create a `LinearCGSSolver` object. diff --git a/fipy/solvers/pysparse/linearGMRESSolver.py b/fipy/solvers/pysparse/linearGMRESSolver.py index 9f6d62938f..fd6a11242d 100644 --- a/fipy/solvers/pysparse/linearGMRESSolver.py +++ b/fipy/solvers/pysparse/linearGMRESSolver.py @@ -27,7 +27,7 @@ class LinearGMRESSolver(LinearInitialSolver): solveFnc = staticmethod(krylov.gmres) - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-5, criterion="default", iterations=1000, precon=JacobiPreconditioner()): """ Create a `LinearGMRESSolver` object. diff --git a/fipy/solvers/pysparse/linearJORSolver.py b/fipy/solvers/pysparse/linearJORSolver.py index 2a7f873227..5e739b8083 100644 --- a/fipy/solvers/pysparse/linearJORSolver.py +++ b/fipy/solvers/pysparse/linearJORSolver.py @@ -20,7 +20,7 @@ class LinearJORSolver(PysparseSolver): """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-5, criterion="default", iterations=1000, relaxation=1.0): """ Create a `LinearJORSolver` object. diff --git a/fipy/solvers/pysparse/linearLUSolver.py b/fipy/solvers/pysparse/linearLUSolver.py index f50a1a5d5e..64536fe0ed 100644 --- a/fipy/solvers/pysparse/linearLUSolver.py +++ b/fipy/solvers/pysparse/linearLUSolver.py @@ -27,7 +27,7 @@ class LinearLUSolver(PysparseSolver): """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-5, criterion="default", iterations=10, precon=None): """ Creates a `LinearLUSolver`. diff --git a/fipy/solvers/pysparse/linearPCGSolver.py b/fipy/solvers/pysparse/linearPCGSolver.py index 94d3ba16e8..efc45ce8f3 100644 --- a/fipy/solvers/pysparse/linearPCGSolver.py +++ b/fipy/solvers/pysparse/linearPCGSolver.py @@ -29,7 +29,7 @@ class LinearPCGSolver(LinearRHSSolver): solveFnc = staticmethod(krylov.pcg) - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-5, criterion="default", iterations=1000, precon=SSORPreconditioner()): """ Create a `LinearPCGSolver` object. diff --git a/fipy/solvers/pysparse/pysparseSolver.py b/fipy/solvers/pysparse/pysparseSolver.py index 5969bf54da..ae47e9509f 100644 --- a/fipy/solvers/pysparse/pysparseSolver.py +++ b/fipy/solvers/pysparse/pysparseSolver.py @@ -15,7 +15,7 @@ class PysparseSolver(PysparseMatrixSolver): .. attention:: This class is abstract. Always create one of its subclasses. """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-5, criterion="default", iterations=1000, precon=None): """ Create a `Solver` object. diff --git a/fipy/solvers/scipy/scipySolver.py b/fipy/solvers/scipy/scipySolver.py index f63711fd47..d1c7f4d24b 100644 --- a/fipy/solvers/scipy/scipySolver.py +++ b/fipy/solvers/scipy/scipySolver.py @@ -16,7 +16,7 @@ class ScipySolver(Solver): .. attention:: This class is abstract. Always create one of its subclasses. """ - def __init__(self, tolerance=1e-10, absolute_tolerance=0., + def __init__(self, tolerance=1e-5, absolute_tolerance=0., criterion="default", iterations=1000, precon=None): """ diff --git a/fipy/solvers/solver.py b/fipy/solvers/solver.py index 015875b9b5..6820d6a10c 100644 --- a/fipy/solvers/solver.py +++ b/fipy/solvers/solver.py @@ -100,7 +100,7 @@ class Solver(object): .. attention:: This class is abstract. Always create one of its subclasses. """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-5, criterion="default", iterations=1000, precon=None): """ Create a `Solver` object. diff --git a/fipy/solvers/trilinos/linearBicgstabSolver.py b/fipy/solvers/trilinos/linearBicgstabSolver.py index bae52e9fb4..24b8dc9a58 100644 --- a/fipy/solvers/trilinos/linearBicgstabSolver.py +++ b/fipy/solvers/trilinos/linearBicgstabSolver.py @@ -18,7 +18,7 @@ class LinearBicgstabSolver(TrilinosAztecOOSolver): """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-5, criterion="default", iterations=1000, precon=JacobiPreconditioner()): """ Parameters diff --git a/fipy/solvers/trilinos/linearCGSSolver.py b/fipy/solvers/trilinos/linearCGSSolver.py index 847f307fd8..16ae5a97a1 100644 --- a/fipy/solvers/trilinos/linearCGSSolver.py +++ b/fipy/solvers/trilinos/linearCGSSolver.py @@ -18,7 +18,7 @@ class LinearCGSSolver(TrilinosAztecOOSolver): """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-5, criterion="default", iterations=1000, precon=MultilevelDDPreconditioner()): """ Parameters diff --git a/fipy/solvers/trilinos/linearGMRESSolver.py b/fipy/solvers/trilinos/linearGMRESSolver.py index 6ebfd00f65..c3288faa33 100644 --- a/fipy/solvers/trilinos/linearGMRESSolver.py +++ b/fipy/solvers/trilinos/linearGMRESSolver.py @@ -18,7 +18,7 @@ class LinearGMRESSolver(TrilinosAztecOOSolver): """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-5, criterion="default", iterations=1000, precon=MultilevelDDPreconditioner()): """ Parameters diff --git a/fipy/solvers/trilinos/linearLUSolver.py b/fipy/solvers/trilinos/linearLUSolver.py index eb257b878f..8776a01e02 100644 --- a/fipy/solvers/trilinos/linearLUSolver.py +++ b/fipy/solvers/trilinos/linearLUSolver.py @@ -20,7 +20,7 @@ class LinearLUSolver(TrilinosSolver): """ - def __init__(self, tolerance=1e-10, criterion="default", precon=None, + def __init__(self, tolerance=1e-5, criterion="default", precon=None, iterations=10): """ Parameters diff --git a/fipy/solvers/trilinos/linearPCGSolver.py b/fipy/solvers/trilinos/linearPCGSolver.py index 9e9e06f431..7724e5c67a 100644 --- a/fipy/solvers/trilinos/linearPCGSolver.py +++ b/fipy/solvers/trilinos/linearPCGSolver.py @@ -18,7 +18,7 @@ class LinearPCGSolver(TrilinosAztecOOSolver): """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-5, criterion="default", iterations=1000, precon=MultilevelDDPreconditioner()): """ Parameters diff --git a/fipy/solvers/trilinos/trilinosAztecOOSolver.py b/fipy/solvers/trilinos/trilinosAztecOOSolver.py index 8aba48bc94..d29d651b49 100644 --- a/fipy/solvers/trilinos/trilinosAztecOOSolver.py +++ b/fipy/solvers/trilinos/trilinosAztecOOSolver.py @@ -18,7 +18,7 @@ class TrilinosAztecOOSolver(TrilinosSolver): """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-5, criterion="default", iterations=1000, precon=JacobiPreconditioner()): """ Parameters diff --git a/fipy/solvers/trilinos/trilinosMLTest.py b/fipy/solvers/trilinos/trilinosMLTest.py index 60ea9e89b4..1476053c27 100644 --- a/fipy/solvers/trilinos/trilinosMLTest.py +++ b/fipy/solvers/trilinos/trilinosMLTest.py @@ -23,7 +23,7 @@ class TrilinosMLTest(TrilinosSolver): information about what ML preconditioner settings will work best. """ - def __init__(self, tolerance=1e-10, iterations=5, MLOptions={}, testUnsupported = False): + def __init__(self, tolerance=1e-5, iterations=5, MLOptions={}, testUnsupported = False): """ For detailed information on the possible parameters for ML, see http://trilinos.sandia.gov/packages/ml/documentation.html diff --git a/fipy/solvers/trilinos/trilinosNonlinearSolver.py b/fipy/solvers/trilinos/trilinosNonlinearSolver.py index a2028a5595..f40c608029 100644 --- a/fipy/solvers/trilinos/trilinosNonlinearSolver.py +++ b/fipy/solvers/trilinos/trilinosNonlinearSolver.py @@ -100,7 +100,7 @@ class _DummyJacobianSolver(TrilinosSolver): __all__ = ["TrilinosNonlinearSolver"] class TrilinosNonlinearSolver(TrilinosSolver): - def __init__(self, equation, jacobian=None, tolerance=1e-10, iterations=1000, + def __init__(self, equation, jacobian=None, tolerance=1e-5, iterations=1000, printingOptions=None, solverOptions=None, linearSolverOptions=None, lineSearchOptions=None, directionOptions=None, newtonOptions=None): TrilinosSolver.__init__(self, tolerance=tolerance, iterations=iterations, precon=None) diff --git a/fipy/solvers/trilinos/trilinosSolver.py b/fipy/solvers/trilinos/trilinosSolver.py index d807745839..1321f27dab 100644 --- a/fipy/solvers/trilinos/trilinosSolver.py +++ b/fipy/solvers/trilinos/trilinosSolver.py @@ -13,7 +13,7 @@ class TrilinosSolver(Solver): .. attention:: This class is abstract. Always create one of its subclasses. """ - def __init__(self, tolerance=1e-10, criterion="default", + def __init__(self, tolerance=1e-5, criterion="default", iterations=1000, precon=None): if self.__class__ is TrilinosSolver: raise NotImplementedError("can't instantiate abstract base class") From ba48797e80d472709cdd81e720c4506215a266ae Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 9 Nov 2023 14:15:37 -0500 Subject: [PATCH 227/303] Add environment variable for default solver criterion --- docs/source/USAGE.rst | 8 ++++++++ fipy/solvers/solver.py | 4 ++++ 2 files changed, 12 insertions(+) diff --git a/docs/source/USAGE.rst b/docs/source/USAGE.rst index d7266aa65f..9753442ba3 100644 --- a/docs/source/USAGE.rst +++ b/docs/source/USAGE.rst @@ -278,6 +278,14 @@ package. print a variety of diagnostic information. All other solvers should use `Logging`_ and :envvar:`FIPY_LOG_CONFIG`. +.. envvar:: FIPY_DEFAULT_CRITERION + + Changes the default solver :ref:`CONVERGENCE` criterion to the specified + value. Valid choices are "``legacy``", "``unscaled``", "``RHS``", + "``matrix``", "``initial``", "``solution``", "``preconditioned``", + "``natural``", "``default``". A value of "``default``" is admittedly + circular, but it works. + .. envvar:: FIPY_VIEWER Forces the use of the specified viewer. Valid values are any diff --git a/fipy/solvers/solver.py b/fipy/solvers/solver.py index 6820d6a10c..5a160a99dd 100644 --- a/fipy/solvers/solver.py +++ b/fipy/solvers/solver.py @@ -19,6 +19,7 @@ __docformat__ = 'restructuredtext' import logging +import os import warnings from fipy.tools import numerix @@ -122,6 +123,9 @@ def __init__(self, tolerance=1e-5, criterion="default", raise NotImplementedError("can't instantiate abstract base class") self.tolerance = tolerance + + if criterion == "default": + criterion = os.environ.get("FIPY_DEFAULT_CRITERION", "default") self.criterion = criterion self.iterations = iterations From f0a3f123c0c256d7e173aa4fd1d0d8b923a03fa2 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 9 Nov 2023 14:20:24 -0500 Subject: [PATCH 228/303] Add "default" preconditioner for PETSc Use PETSc's own defaults https://petsc.org/main/manualpages/PC/PCCreate/#note --- fipy/solvers/petsc/petscKrylovSolver.py | 14 +++++----- .../solvers/petsc/preconditioners/__init__.py | 2 ++ .../preconditioners/defaultPreconditioner.py | 26 +++++++++++++++++++ 3 files changed, 35 insertions(+), 7 deletions(-) create mode 100644 fipy/solvers/petsc/preconditioners/defaultPreconditioner.py diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index 57322b68c1..fc28665db3 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -4,6 +4,7 @@ from petsc4py import PETSc from .petscSolver import PETScSolver +from .preconditioners.defaultPreconditioner import DefaultPreconditioner __all__ = ["PETScKrylovSolver"] from future.utils import text_to_native_str @@ -21,7 +22,7 @@ def __init__(self, tolerance=1e-5, absolute_tolerance=None, divergence_tolerance=None, criterion="default", - iterations=1000, precon=None): + iterations=1000, precon=DefaultPreconditioner()): """ Parameters ---------- @@ -36,9 +37,10 @@ def __init__(self, tolerance=1e-5, See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. - precon : str - Preconditioner to use. - + precon : ~fipy.solvers.petsc.preconditioners.preconditioner.Preconditioner, optional + Preconditioner to apply to the matrix. A value of None means + to perform an unpreconditioned solve. (default: + ~fipy.solvers.petsc.preconditioners.defaultPreconditioner.DefaultPreconditioner). """ if self.__class__ is PETScKrylovSolver: raise NotImplementedError("can't instantiate abstract base class") @@ -78,9 +80,7 @@ def _solve_(self, L, x, b): ksp.setType(self.solver) if self.criterion != "legacy": ksp.setInitialGuessNonzero(True) - if self.preconditioner is None: - ksp.getPC().setType('none') - else: + if self.preconditioner is not None: self.preconditioner._applyToSolver(solver=ksp, matrix=L) L.assemble() diff --git a/fipy/solvers/petsc/preconditioners/__init__.py b/fipy/solvers/petsc/preconditioners/__init__.py index d358d1a3e9..846b327047 100644 --- a/fipy/solvers/petsc/preconditioners/__init__.py +++ b/fipy/solvers/petsc/preconditioners/__init__.py @@ -1,10 +1,12 @@ from __future__ import unicode_literals +from .defaultPreconditioner import * from .icPreconditioner import * from .iluPreconditioner import * from .jacobiPreconditioner import * from .ssorPreconditioner import * __all__ = [] +__all__.extend(defaultPreconditioner.__all__) __all__.extend(icPreconditioner.__all__) __all__.extend(iluPreconditioner.__all__) __all__.extend(jacobiPreconditioner.__all__) diff --git a/fipy/solvers/petsc/preconditioners/defaultPreconditioner.py b/fipy/solvers/petsc/preconditioners/defaultPreconditioner.py new file mode 100644 index 0000000000..a911c1198b --- /dev/null +++ b/fipy/solvers/petsc/preconditioners/defaultPreconditioner.py @@ -0,0 +1,26 @@ +from __future__ import unicode_literals +__docformat__ = 'restructuredtext' + +from .preconditioner import Preconditioner + +__all__ = ["DefaultPreconditioner"] +from future.utils import text_to_native_str +__all__ = [text_to_native_str(n) for n in __all__] + +class DefaultPreconditioner(Preconditioner): + """ + Apply PETSc's default preconditioning. + + "The default preconditioner for sparse matrices is PCILU or PCICC with + 0 fill on one process and block Jacobi (PCBJACOBI) with PCILU or PCICC + in parallel." [#PETSc_Default_Preconditioner]_ + + .. [#PETSc_Default_Preconditioner] https://petsc.org/main/manualpages/PC/PCCreate/#note + """ + + pctype = None + + def _applyToSolver(self, solver, matrix): + """Leave solver alone. + """ + pass From d8d0535c8a492770b3c62e87543ac46de581b87b Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 9 Nov 2023 14:23:00 -0500 Subject: [PATCH 229/303] Remove redundant test --- examples/phase/test.py | 1 - 1 file changed, 1 deletion(-) diff --git a/examples/phase/test.py b/examples/phase/test.py index cb67446b91..b42d930c8e 100755 --- a/examples/phase/test.py +++ b/examples/phase/test.py @@ -14,7 +14,6 @@ def _suite(): 'quaternary', 'simple', 'symmetry', - 'binary', 'binaryCoupled', 'polyxtal', 'polyxtalCoupled' From f29295aa60ddb2d4f318a38de6b691dbf69f15b1 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 9 Nov 2023 18:50:40 -0500 Subject: [PATCH 230/303] Consolidate Solver default parameters Eliminate cumbersome telephone game for a small number of changed defaults in subclasses. Previous was error-prone and tedious to change global defaults. Contrary to [official guidance](https://docs.python-guide.org/writing/gotchas/#what-you-should-do-instead), use `"default"` instead of `None` to denote default argument. Semantics of using None are confusing when there are times we want no preconditioner or no tolerance limit and other times we want a default preconditioner or default tolerance limit. --- fipy/solvers/petsc/linearBicgSolver.py | 2 +- fipy/solvers/petsc/linearCGSSolver.py | 2 +- fipy/solvers/petsc/linearGMRESSolver.py | 3 +- fipy/solvers/petsc/linearLUSolver.py | 15 +++--- fipy/solvers/petsc/linearPCGSolver.py | 3 +- fipy/solvers/petsc/petscKrylovSolver.py | 10 ++-- fipy/solvers/petsc/petscSolver.py | 5 -- .../solvers/petsc/preconditioners/__init__.py | 2 + .../petsc/preconditioners/luPreconditioner.py | 16 ++++++ fipy/solvers/pyamgx/aggregationAMGSolver.py | 51 +++++-------------- fipy/solvers/pyamgx/classicalAMGSolver.py | 48 +++++------------ fipy/solvers/pyamgx/linearBiCGStabSolver.py | 47 ++++------------- fipy/solvers/pyamgx/linearFGMRESSolver.py | 45 ++++------------ fipy/solvers/pyamgx/linearGMRESSolver.py | 47 ++++------------- fipy/solvers/pyamgx/linearPCGSolver.py | 48 +++++------------ fipy/solvers/pyamgx/pyAMGXSolver.py | 30 +++++++---- fipy/solvers/pysparse/linearCGSSolver.py | 4 +- fipy/solvers/pysparse/linearGMRESSolver.py | 21 +------- fipy/solvers/pysparse/linearJORSolver.py | 4 +- fipy/solvers/pysparse/linearLUSolver.py | 4 +- fipy/solvers/pysparse/linearPCGSolver.py | 21 +------- fipy/solvers/pysparse/pysparseSolver.py | 23 --------- fipy/solvers/scipy/scipySolver.py | 4 +- fipy/solvers/solver.py | 50 ++++++++++++++---- fipy/solvers/trilinos/linearBicgstabSolver.py | 20 ++------ fipy/solvers/trilinos/linearCGSSolver.py | 20 ++------ fipy/solvers/trilinos/linearGMRESSolver.py | 20 ++------ fipy/solvers/trilinos/linearLUSolver.py | 2 +- fipy/solvers/trilinos/linearPCGSolver.py | 20 ++------ .../solvers/trilinos/trilinosAztecOOSolver.py | 20 +------- fipy/solvers/trilinos/trilinosMLTest.py | 2 +- .../trilinos/trilinosNonlinearSolver.py | 2 +- fipy/solvers/trilinos/trilinosSolver.py | 7 --- 33 files changed, 195 insertions(+), 423 deletions(-) create mode 100644 fipy/solvers/petsc/preconditioners/luPreconditioner.py diff --git a/fipy/solvers/petsc/linearBicgSolver.py b/fipy/solvers/petsc/linearBicgSolver.py index 3db002fa96..80c5a92b74 100644 --- a/fipy/solvers/petsc/linearBicgSolver.py +++ b/fipy/solvers/petsc/linearBicgSolver.py @@ -8,7 +8,7 @@ class LinearBicgSolver(PETScKrylovSolver): """ The `LinearBicgSolver` is an interface to the biconjugate gradient solver in - PETSc, using no preconditioner by default. + PETSc. """ solver = 'bicg' diff --git a/fipy/solvers/petsc/linearCGSSolver.py b/fipy/solvers/petsc/linearCGSSolver.py index 265a6b0dec..fbf27edcf6 100644 --- a/fipy/solvers/petsc/linearCGSSolver.py +++ b/fipy/solvers/petsc/linearCGSSolver.py @@ -8,7 +8,7 @@ class LinearCGSSolver(PETScKrylovSolver): """ The `LinearCGSSolver` is an interface to the conjugate gradient squared - solver in PETSc, using no preconditioner by default. + solver in PETSc. """ solver = 'cgs' diff --git a/fipy/solvers/petsc/linearGMRESSolver.py b/fipy/solvers/petsc/linearGMRESSolver.py index e95ba3e4e3..a0f50c7962 100644 --- a/fipy/solvers/petsc/linearGMRESSolver.py +++ b/fipy/solvers/petsc/linearGMRESSolver.py @@ -7,8 +7,7 @@ class LinearGMRESSolver(PETScKrylovSolver): """ - The `LinearGMRESSolver` is an interface to the GMRES solver in PETSc, - using no preconditioner by default. + The `LinearGMRESSolver` is an interface to the GMRES solver in PETSc. """ diff --git a/fipy/solvers/petsc/linearLUSolver.py b/fipy/solvers/petsc/linearLUSolver.py index d127c0ecc4..9a6d8c6028 100644 --- a/fipy/solvers/petsc/linearLUSolver.py +++ b/fipy/solvers/petsc/linearLUSolver.py @@ -6,6 +6,7 @@ from petsc4py import PETSc from .petscSolver import PETScSolver +from .preconditioners.luPreconditioner import LUPreconditioner __all__ = ["LinearLUSolver"] @@ -17,8 +18,8 @@ class LinearLUSolver(PETScSolver): """ - def __init__(self, tolerance=1e-5, criterion="default", - iterations=10, precon="lu"): + def __init__(self, tolerance="default", criterion="default", + iterations=10, precon=None): """ Parameters ---------- @@ -29,11 +30,13 @@ def __init__(self, tolerance=1e-5, criterion="default", See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. - precon : str + precon : ~fipy.solvers.petsc.preconditioners.preconditioner.Preconditioner *ignored* """ - super(LinearLUSolver, self).__init__(tolerance=tolerance, criterion=criterion, - iterations=iterations, precon="lu") + super(LinearLUSolver, self).__init__(tolerance=tolerance, + criterion=criterion, + iterations=iterations, + precon=LUPreconditioner()) def _adaptLegacyTolerance(self, L, x, b): return self._adaptInitialTolerance(L, x, b) @@ -54,7 +57,7 @@ def _solve_(self, L, x, b): ksp = PETSc.KSP() ksp.create(PETSc.COMM_WORLD) ksp.setType("preonly") - ksp.getPC().setType(self.preconditioner) + self.preconditioner._applyToSolver(solver=ksp, matrix=L) # TODO: SuperLU invoked with PCFactorSetMatSolverType(pc, MATSOLVERSUPERLU) # see: http://www.mcs.anl.gov/petsc/petsc-dev/src/ksp/ksp/examples/tutorials/ex52.c.html # PETSc.PC().setFactorSolverType("superlu") diff --git a/fipy/solvers/petsc/linearPCGSolver.py b/fipy/solvers/petsc/linearPCGSolver.py index fc467ca0e8..95ee9691b7 100644 --- a/fipy/solvers/petsc/linearPCGSolver.py +++ b/fipy/solvers/petsc/linearPCGSolver.py @@ -7,8 +7,7 @@ class LinearPCGSolver(PETScKrylovSolver): """ - The `LinearPCGSolver` is an interface to the cg solver in PETSc, - using no preconditioner by default. + The `LinearPCGSolver` is an interface to the cg solver in PETSc. """ diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index fc28665db3..3e24c05513 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -18,11 +18,13 @@ class PETScKrylovSolver(PETScSolver): """ - def __init__(self, tolerance=1e-5, + DEFAULT_PRECONDITIONER = DefaultPreconditioner + + def __init__(self, tolerance="default", absolute_tolerance=None, divergence_tolerance=None, criterion="default", - iterations=1000, precon=DefaultPreconditioner()): + iterations="default", precon="default"): """ Parameters ---------- @@ -80,7 +82,9 @@ def _solve_(self, L, x, b): ksp.setType(self.solver) if self.criterion != "legacy": ksp.setInitialGuessNonzero(True) - if self.preconditioner is not None: + if self.preconditioner is None: + ksp.getPC().setType("none") + else: self.preconditioner._applyToSolver(solver=ksp, matrix=L) L.assemble() diff --git a/fipy/solvers/petsc/petscSolver.py b/fipy/solvers/petsc/petscSolver.py index ce15b9c4c3..62b46d2208 100644 --- a/fipy/solvers/petsc/petscSolver.py +++ b/fipy/solvers/petsc/petscSolver.py @@ -12,11 +12,6 @@ class PETScSolver(Solver): .. attention:: This class is abstract. Always create one of its subclasses. """ - def __init__(self, *args, **kwargs): - if self.__class__ is PETScSolver: - raise NotImplementedError("can't instantiate abstract base class") - else: - Solver.__init__(self, *args, **kwargs) @property def _globalMatrixAndVectors(self): diff --git a/fipy/solvers/petsc/preconditioners/__init__.py b/fipy/solvers/petsc/preconditioners/__init__.py index 846b327047..75226d347c 100644 --- a/fipy/solvers/petsc/preconditioners/__init__.py +++ b/fipy/solvers/petsc/preconditioners/__init__.py @@ -3,6 +3,7 @@ from .icPreconditioner import * from .iluPreconditioner import * from .jacobiPreconditioner import * +from .luPreconditioner import * from .ssorPreconditioner import * __all__ = [] @@ -10,4 +11,5 @@ __all__.extend(icPreconditioner.__all__) __all__.extend(iluPreconditioner.__all__) __all__.extend(jacobiPreconditioner.__all__) +__all__.extend(luPreconditioner.__all__) __all__.extend(ssorPreconditioner.__all__) diff --git a/fipy/solvers/petsc/preconditioners/luPreconditioner.py b/fipy/solvers/petsc/preconditioners/luPreconditioner.py new file mode 100644 index 0000000000..eefa5fe3f7 --- /dev/null +++ b/fipy/solvers/petsc/preconditioners/luPreconditioner.py @@ -0,0 +1,16 @@ +from __future__ import unicode_literals +__docformat__ = 'restructuredtext' + +from .preconditioner import Preconditioner + +__all__ = ["LUPreconditioner"] +from future.utils import text_to_native_str +__all__ = [text_to_native_str(n) for n in __all__] + +class LUPreconditioner(Preconditioner): + """ + LU Preconditioner for PETSc solvers. + + """ + + pctype = "lu" diff --git a/fipy/solvers/pyamgx/aggregationAMGSolver.py b/fipy/solvers/pyamgx/aggregationAMGSolver.py index 63a750c5ab..ad90cf4745 100644 --- a/fipy/solvers/pyamgx/aggregationAMGSolver.py +++ b/fipy/solvers/pyamgx/aggregationAMGSolver.py @@ -11,41 +11,18 @@ class AggregationAMGSolver(PyAMGXSolver): The `AggregationAMGSolver` is an interface to the aggregation AMG solver in AMGX, with a Jacobi smoother by default. """ - def __init__(self, tolerance=1e-5, criterion="default", - iterations=1000, precon=None, - smoother=BlockJacobiSmoother(), - **kwargs): - """ - Parameters - ---------- - tolerance : float - Required error tolerance. - criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} - Interpretation of ``tolerance``. - See :ref:`CONVERGENCE` for more information. - iterations : int - Maximum number of iterative steps to perform. - precon : ~fipy.solvers.pyamgx.preconditioners.Preconditioner, optional - **kwargs - Other AMGX solver options - """ - config_dict = { - "config_version": 2, - "determinism_flag": 1, - "solver": { - "algorithm": "AGGREGATION", - "solver": "AMG", - "selector": "SIZE_2", - "monitor_residual": 1, - "max_levels": 1000, - "cycle": "V" - } + + CONFIG_DICT = { + "config_version": 2, + "determinism_flag": 1, + "solver": { + "algorithm": "AGGREGATION", + "solver": "AMG", + "selector": "SIZE_2", + "monitor_residual": 1, + "max_levels": 1000, + "cycle": "V" } - super(AggregationAMGSolver, self).__init__( - config_dict, - tolerance=tolerance, - criterion=criterion, - iterations=iterations, - precon=precon, - smoother=smoother, - **kwargs) + } + + DEFAULT_SMOOTHER = BlockJacobiSmoother diff --git a/fipy/solvers/pyamgx/classicalAMGSolver.py b/fipy/solvers/pyamgx/classicalAMGSolver.py index 888c5007b8..7b0a0236df 100644 --- a/fipy/solvers/pyamgx/classicalAMGSolver.py +++ b/fipy/solvers/pyamgx/classicalAMGSolver.py @@ -11,40 +11,16 @@ class ClassicalAMGSolver(PyAMGXSolver): The `ClassicalAMGSolver` is an interface to the classical AMG solver in AMGX, with a Jacobi smoother by default. """ - def __init__(self, tolerance=1e-5, criterion="default", - iterations=1000, precon=None, - smoother=BlockJacobiSmoother(), - **kwargs): - """ - Parameters - ---------- - tolerance : float - Required error tolerance. - criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} - Interpretation of ``tolerance``. - See :ref:`CONVERGENCE` for more information. - iterations : int - Maximum number of iterative steps to perform. - precon : ~fipy.solvers.pyamgx.preconditioners.Preconditioner, optional - smoother : ~fipy.solvers.pyamgx.smoothers.Smoother, optional - **kwargs - Other AMGX solver options - """ - config_dict = { - "config_version": 2, - "determinism_flag": 1, - "solver": { - "algorithm": "CLASSICAL", - "solver": "AMG", - "monitor_residual": 1, - "max_levels": 1000, - } + + CONFIG_DICT = { + "config_version": 2, + "determinism_flag": 1, + "solver": { + "algorithm": "CLASSICAL", + "solver": "AMG", + "monitor_residual": 1, + "max_levels": 1000, } - super(ClassicalAMGSolver, self).__init__( - config_dict, - tolerance=tolerance, - criterion=criterion, - iterations=iterations, - precon=precon, - smoother=smoother, - **kwargs) + } + + DEFAULT_SMOOTHER = BlockJacobiSmoother diff --git a/fipy/solvers/pyamgx/linearBiCGStabSolver.py b/fipy/solvers/pyamgx/linearBiCGStabSolver.py index fc4b4889b2..11be2385ae 100644 --- a/fipy/solvers/pyamgx/linearBiCGStabSolver.py +++ b/fipy/solvers/pyamgx/linearBiCGStabSolver.py @@ -12,40 +12,15 @@ class LinearBiCGStabSolver(PyAMGXSolver): AMGX, with a Jacobi preconditioner by default. """ - def __init__(self, tolerance=1e-5, criterion="default", - iterations=1000, precon=JacobiPreconditioner(), - **kwargs): - """ - Parameters - ---------- - tolerance : float - Required error tolerance. - criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} - Interpretation of ``tolerance``. - See :ref:`CONVERGENCE` for more information. - iterations : int - Maximum number of iterative steps to perform. - precon : ~fipy.solvers.pyamgx.preconditioners.Preconditioner, optional - **kwargs - Other AMGX solver options - """ - config_dict = { - "config_version": 2, - "determinism_flag": 1, - "exception_handling" : 1, - "solver": { - "convergence": "RELATIVE_INI_CORE", - "monitor_residual": 1, - "solver": "PBICGSTAB", - "preconditioner": { - "solver": "NOSOLVER" - } - } + CONFIG_DICT = { + "config_version": 2, + "determinism_flag": 1, + "exception_handling" : 1, + "solver": { + "convergence": "RELATIVE_INI_CORE", + "monitor_residual": 1, + "solver": "PBICGSTAB", } - super(LinearBiCGStabSolver, self).__init__( - config_dict, - criterion=criterion, - tolerance=tolerance, - iterations=iterations, - precon=precon, - **kwargs) + } + + DEFAULT_PRECONDITIONER = JacobiPreconditioner diff --git a/fipy/solvers/pyamgx/linearFGMRESSolver.py b/fipy/solvers/pyamgx/linearFGMRESSolver.py index f5798b3c00..51adf22bf6 100644 --- a/fipy/solvers/pyamgx/linearFGMRESSolver.py +++ b/fipy/solvers/pyamgx/linearFGMRESSolver.py @@ -12,39 +12,14 @@ class LinearFGMRESSolver(PyAMGXSolver): AMGX, with a Jacobi preconditioner by default. """ - def __init__(self, tolerance=1e-5, criterion="default", - iterations=1000, precon=JacobiPreconditioner(), - **kwargs): - """ - Parameters - ---------- - tolerance : float - Required error tolerance. - criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} - Interpretation of ``tolerance``. - See :ref:`CONVERGENCE` for more information. - iterations : int - Maximum number of iterative steps to perform. - precon : ~fipy.solvers.pyamgx.preconditioners.Preconditioner, optional - **kwargs - Other AMGX solver options - """ - config_dict = { - "config_version": 2, - "determinism_flag": 1, - "exception_handling" : 1, - "solver": { - "monitor_residual": 1, - "solver": "FGMRES", - "preconditioner": { - "solver": "NOSOLVER" - } - } + CONFIG_DICT = { + "config_version": 2, + "determinism_flag": 1, + "exception_handling" : 1, + "solver": { + "monitor_residual": 1, + "solver": "FGMRES", } - super(LinearFGMRESSolver, self).__init__( - config_dict, - tolerance=tolerance, - criterion=criterion, - iterations=iterations, - precon=precon, - **kwargs) + } + + DEFAULT_PRECONDITIONER = JacobiPreconditioner diff --git a/fipy/solvers/pyamgx/linearGMRESSolver.py b/fipy/solvers/pyamgx/linearGMRESSolver.py index 5924ac0674..78b7201702 100644 --- a/fipy/solvers/pyamgx/linearGMRESSolver.py +++ b/fipy/solvers/pyamgx/linearGMRESSolver.py @@ -12,40 +12,15 @@ class LinearGMRESSolver(PyAMGXSolver): AMGX, with a Jacobi preconditioner by default. """ - def __init__(self, tolerance=1e-5, criterion="default", - iterations=1000, precon=JacobiPreconditioner(), - **kwargs): - """ - Parameters - ---------- - tolerance : float - Required error tolerance. - criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} - Interpretation of ``tolerance``. - See :ref:`CONVERGENCE` for more information. - iterations : int - Maximum number of iterative steps to perform. - precon : ~fipy.solvers.pyamgx.preconditioners.Preconditioner, optional - **kwargs - Other AMGX solver options - """ - config_dict = { - "config_version": 2, - "determinism_flag": 1, - "exception_handling" : 1, - "solver": { - "monitor_residual": 1, - "solver": "GMRES", - "convergence": "RELATIVE_INI_CORE", - "preconditioner": { - "solver": "NOSOLVER" - } - } + CONFIG_DICT = { + "config_version": 2, + "determinism_flag": 1, + "exception_handling" : 1, + "solver": { + "monitor_residual": 1, + "solver": "GMRES", + "convergence": "RELATIVE_INI_CORE", } - super(LinearGMRESSolver, self).__init__( - config_dict, - tolerance=tolerance, - criterion=criterion, - iterations=iterations, - precon=precon, - **kwargs) + } + + DEFAULT_PRECONDITIONER = JacobiPreconditioner diff --git a/fipy/solvers/pyamgx/linearPCGSolver.py b/fipy/solvers/pyamgx/linearPCGSolver.py index db04845a97..9952ab26b1 100644 --- a/fipy/solvers/pyamgx/linearPCGSolver.py +++ b/fipy/solvers/pyamgx/linearPCGSolver.py @@ -12,43 +12,21 @@ class LinearPCGSolver(PyAMGXSolver): AMGX, with no preconditioning by default. """ - def __init__(self, tolerance=1e-5, criterion="default", - iterations=1000, precon=JacobiPreconditioner(), - **kwargs): - """ - Parameters - ---------- - tolerance : float - Required error tolerance. - criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} - Interpretation of ``tolerance``. - See :ref:`CONVERGENCE` for more information. - iterations : int - Maximum number of iterative steps to perform. - precon : ~fipy.solvers.pyamgx.preconditioners.Preconditioner, optional - **kwargs - Other AMGX solver options - """ - config_dict = { - "config_version": 2, - "determinism_flag": 1, - "exception_handling" : 1, - "solver": { - "convergence": "RELATIVE_INI_CORE", - "monitor_residual": 1, - "solver": "PCG", - "preconditioner": { - "solver": "NOSOLVER", - } + CONFIG_DICT = { + "config_version": 2, + "determinism_flag": 1, + "exception_handling" : 1, + "solver": { + "convergence": "RELATIVE_INI_CORE", + "monitor_residual": 1, + "solver": "PCG", + "preconditioner": { + "solver": "NOSOLVER", } } - super(LinearPCGSolver, self).__init__( - config_dict, - tolerance=tolerance, - criterion=criterion, - iterations=iterations, - precon=precon, - **kwargs) + } + + DEFAULT_PRECONDITIONER = JacobiPreconditioner def _canSolveAsymmetric(self): return False diff --git a/fipy/solvers/pyamgx/pyAMGXSolver.py b/fipy/solvers/pyamgx/pyAMGXSolver.py index 00136aedea..2a261fbc8d 100644 --- a/fipy/solvers/pyamgx/pyAMGXSolver.py +++ b/fipy/solvers/pyamgx/pyAMGXSolver.py @@ -14,13 +14,16 @@ class PyAMGXSolver(Solver): - def __init__(self, config_dict, tolerance=1e-5, criterion="default", - iterations=1000, precon=None, smoother=None, **kwargs): + # AMGX configuration options + CONFIG_DICT = {} + + DEFAULT_SMOOTHER = None + + def __init__(self, tolerance="default", criterion="default", + iterations="default", precon="default", smoother="default", **kwargs): """ Parameters ---------- - config_dict : dict - AMGX configuration options tolerance : float Required error tolerance. criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} @@ -33,12 +36,15 @@ def __init__(self, config_dict, tolerance=1e-5, criterion="default", **kwargs Other AMGX solver options """ + super(PyAMGXSolver, self).__init__(tolerance=tolerance, criterion=criterion, iterations=iterations) + # update solver config: - self.config_dict = config_dict.copy() + self.config_dict = self.CONFIG_DICT.copy() - self.config_dict["solver"]["max_iters"] = iterations - if precon is not None: - self.config_dict["solver"]["preconditioner"] = precon() + self.config_dict["solver"]["max_iters"] = self.iterations + if self.precon is not None: + self.config_dict["solver"]["preconditioner"] = self.precon() + smoother = self.value_or_default(smoother, self.default_smoother) if smoother is not None: self.config_dict["solver"]["smoother"] = smoother self.config_dict["solver"].update(kwargs) @@ -50,7 +56,13 @@ def __init__(self, config_dict, tolerance=1e-5, criterion="default", self.b_gpu = pyamgx.Vector().create(self.resources) self.A_gpu = pyamgx.Matrix().create(self.resources) - super(PyAMGXSolver, self).__init__(tolerance=tolerance, criterion=criterion, iterations=iterations) + @property + def default_smoother(self): + if self.DEFAULT_SMOOTHER is not None: + # instantiate DEFAULT_SMOOTHER class + return self.DEFAULT_SMOOTHER() + else: + return None def _destroy_AMGX(self): # destroy AMGX objects: diff --git a/fipy/solvers/pysparse/linearCGSSolver.py b/fipy/solvers/pysparse/linearCGSSolver.py index f69d20097e..36afa26708 100644 --- a/fipy/solvers/pysparse/linearCGSSolver.py +++ b/fipy/solvers/pysparse/linearCGSSolver.py @@ -30,8 +30,8 @@ class LinearCGSSolver(LinearRHSSolver): solveFnc = staticmethod(krylov.cgs) - def __init__(self, tolerance=1e-5, criterion="default", - iterations=1000, precon=None): + def __init__(self, tolerance="default", criterion="default", + iterations="default", precon="default"): """ Create a `LinearCGSSolver` object. diff --git a/fipy/solvers/pysparse/linearGMRESSolver.py b/fipy/solvers/pysparse/linearGMRESSolver.py index fd6a11242d..424a4f77a1 100644 --- a/fipy/solvers/pysparse/linearGMRESSolver.py +++ b/fipy/solvers/pysparse/linearGMRESSolver.py @@ -27,23 +27,4 @@ class LinearGMRESSolver(LinearInitialSolver): solveFnc = staticmethod(krylov.gmres) - def __init__(self, tolerance=1e-5, criterion="default", - iterations=1000, precon=JacobiPreconditioner()): - """ - Create a `LinearGMRESSolver` object. - - Parameters - ---------- - tolerance : float - Required error tolerance. - criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} - Interpretation of ``tolerance``. - See :ref:`CONVERGENCE` for more information. - iterations : int - Maximum number of iterative steps to perform. - precon : ~fipy.solvers.pysparse.preconditioners.preconditioner.Preconditioner - Preconditioner to use. - (default :class:`~fipy.solvers.pysparse.preconditioners.jacobiPreconditioner.JacobiPreconditioner`). - """ - super(LinearGMRESSolver, self).__init__(tolerance=tolerance, criterion=criterion, - iterations=iterations, precon=precon) + DEFAULT_PRECONDITIONER = JacobiPreconditioner diff --git a/fipy/solvers/pysparse/linearJORSolver.py b/fipy/solvers/pysparse/linearJORSolver.py index 5e739b8083..707d1eaf21 100644 --- a/fipy/solvers/pysparse/linearJORSolver.py +++ b/fipy/solvers/pysparse/linearJORSolver.py @@ -20,8 +20,8 @@ class LinearJORSolver(PysparseSolver): """ - def __init__(self, tolerance=1e-5, criterion="default", - iterations=1000, relaxation=1.0): + def __init__(self, tolerance="default", criterion="default", + iterations="default", relaxation=1.0): """ Create a `LinearJORSolver` object. diff --git a/fipy/solvers/pysparse/linearLUSolver.py b/fipy/solvers/pysparse/linearLUSolver.py index 64536fe0ed..cd7e6fe691 100644 --- a/fipy/solvers/pysparse/linearLUSolver.py +++ b/fipy/solvers/pysparse/linearLUSolver.py @@ -27,7 +27,7 @@ class LinearLUSolver(PysparseSolver): """ - def __init__(self, tolerance=1e-5, criterion="default", + def __init__(self, tolerance="default", criterion="default", iterations=10, precon=None): """ Creates a `LinearLUSolver`. @@ -45,7 +45,7 @@ def __init__(self, tolerance=1e-5, criterion="default", *ignored* """ super(LinearLUSolver, self).__init__(tolerance=tolerance, criterion=criterion, - iterations=iterations) + iterations=iterations, precon=None) def _adaptLegacyTolerance(self, L, x, b): return self._adaptInitialTolerance(L, x, b) diff --git a/fipy/solvers/pysparse/linearPCGSolver.py b/fipy/solvers/pysparse/linearPCGSolver.py index efc45ce8f3..46c8b1a57a 100644 --- a/fipy/solvers/pysparse/linearPCGSolver.py +++ b/fipy/solvers/pysparse/linearPCGSolver.py @@ -29,26 +29,7 @@ class LinearPCGSolver(LinearRHSSolver): solveFnc = staticmethod(krylov.pcg) - def __init__(self, tolerance=1e-5, criterion="default", - iterations=1000, precon=SSORPreconditioner()): - """ - Create a `LinearPCGSolver` object. - - Parameters - ---------- - tolerance : float - Required error tolerance. - criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} - Interpretation of ``tolerance``. - See :ref:`CONVERGENCE` for more information. - iterations : int - Maximum number of iterative steps to perform. - precon : ~fipy.solvers.pysparse.preconditioners.preconditioner.Preconditioner - Preconditioner to use - (default :class:`~fipy.solvers.pysparse.preconditioners.ssorPreconditioner.SSORPreconditioner`). - """ - super(LinearPCGSolver, self).__init__(tolerance=tolerance, criterion=criterion, - iterations=iterations, precon=precon) + DEFAULT_PRECONDITIONER = SSORPreconditioner def _canSolveAsymmetric(self): return False diff --git a/fipy/solvers/pysparse/pysparseSolver.py b/fipy/solvers/pysparse/pysparseSolver.py index ae47e9509f..1c69a3d5fd 100644 --- a/fipy/solvers/pysparse/pysparseSolver.py +++ b/fipy/solvers/pysparse/pysparseSolver.py @@ -15,29 +15,6 @@ class PysparseSolver(PysparseMatrixSolver): .. attention:: This class is abstract. Always create one of its subclasses. """ - def __init__(self, tolerance=1e-5, criterion="default", - iterations=1000, precon=None): - """ - Create a `Solver` object. - - Parameters - ---------- - tolerance : float - Required error tolerance. - criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'legacy'} - Interpretation of ``tolerance``. - See :ref:`CONVERGENCE` for more information. - iterations : int - Maximum number of iterative steps to perform. - precon : ~fipy.solvers.pysparse.preconditioners.preconditioner.Preconditioner - Preconditioner to use. - """ - if self.__class__ is PysparseSolver: - raise NotImplementedError("can't instantiate abstract base class") - - super(PysparseSolver, self).__init__(tolerance=tolerance, criterion=criterion, - iterations=iterations, precon=precon) - def _solve_(self, L, x, b): """ `_solve_` is only for use by solvers which may use diff --git a/fipy/solvers/scipy/scipySolver.py b/fipy/solvers/scipy/scipySolver.py index d1c7f4d24b..b22027925d 100644 --- a/fipy/solvers/scipy/scipySolver.py +++ b/fipy/solvers/scipy/scipySolver.py @@ -16,9 +16,9 @@ class ScipySolver(Solver): .. attention:: This class is abstract. Always create one of its subclasses. """ - def __init__(self, tolerance=1e-5, absolute_tolerance=0., + def __init__(self, tolerance="default", absolute_tolerance=0., criterion="default", - iterations=1000, precon=None): + iterations="default", precon="default"): """ Create a `Solver` object. diff --git a/fipy/solvers/solver.py b/fipy/solvers/solver.py index 5a160a99dd..e720ba93fd 100644 --- a/fipy/solvers/solver.py +++ b/fipy/solvers/solver.py @@ -101,8 +101,12 @@ class Solver(object): .. attention:: This class is abstract. Always create one of its subclasses. """ - def __init__(self, tolerance=1e-5, criterion="default", - iterations=1000, precon=None): + DEFAULT_TOLERANCE = 1e-5 + DEFAULT_ITERATIONS = 1000 + DEFAULT_PRECONDITIONER = None + + def __init__(self, tolerance="default", criterion="default", + iterations="default", precon="default"): """ Create a `Solver` object. @@ -122,18 +126,42 @@ def __init__(self, tolerance=1e-5, criterion="default", if self.__class__ is Solver: raise NotImplementedError("can't instantiate abstract base class") - self.tolerance = tolerance - - if criterion == "default": - criterion = os.environ.get("FIPY_DEFAULT_CRITERION", "default") - self.criterion = criterion - self.iterations = iterations - - self.preconditioner = precon + self.criterion = self.value_or_default(criterion, + "default", + "FIPY_DEFAULT_CRITERION") + self.tolerance = self.value_or_default(tolerance, + self.default_tolerance) + self.iterations = self.value_or_default(iterations, + self.DEFAULT_ITERATIONS) + self.preconditioner = self.value_or_default(precon, + self.default_preconditioner) self._log = logging.getLogger(self.__class__.__module__ + "." + self.__class__.__name__) + def value_or_default(self, value, default, envvar=None): + if value == "default": + if envvar is not None: + value = os.environ.get(envvar, default) + else: + value = default + return value + + @property + def default_tolerance(self): + if self.criterion == "legacy": + return 1e-10 + else: + return self.DEFAULT_TOLERANCE + + @property + def default_preconditioner(self): + if self.DEFAULT_PRECONDITIONER is not None: + # instantiate DEFAULT_PRECONDITIONER class + return self.DEFAULT_PRECONDITIONER() + else: + return None + def _storeMatrix(self, var, matrix, RHSvector): self.var = var self.matrix = matrix @@ -368,7 +396,7 @@ def _test(self): ... ] # doctest: +PETSC_SOLVER >>> for (criterion, target) in criteria: ... phi.setValue(phi_initial) - ... with Solver(criterion=criterion, precon=None, tolerance=1e-5) as s: + ... with Solver(criterion=criterion, precon=None) as s: ... res = eq.sweep(var=phi, solver=s) ... # print(s.convergence) ... print(",".join([s.convergence.suite, diff --git a/fipy/solvers/trilinos/linearBicgstabSolver.py b/fipy/solvers/trilinos/linearBicgstabSolver.py index 24b8dc9a58..33a1d8000c 100644 --- a/fipy/solvers/trilinos/linearBicgstabSolver.py +++ b/fipy/solvers/trilinos/linearBicgstabSolver.py @@ -18,20 +18,6 @@ class LinearBicgstabSolver(TrilinosAztecOOSolver): """ - def __init__(self, tolerance=1e-5, criterion="default", - iterations=1000, precon=JacobiPreconditioner()): - """ - Parameters - ---------- - tolerance : float - Required error tolerance. - criterion : {'default', 'initial', 'unscaled', 'RHS', 'matrix', 'solution', 'legacy'} - Interpretation of ``tolerance``. - See :ref:`CONVERGENCE` for more information. - iterations : int - Maximum number of iterative steps to perform. - precon : ~fipy.solvers.trilinos.preconditioners.preconditioner.Preconditioner - """ - super(LinearBicgstabSolver, self).__init__(tolerance=tolerance, criterion=criterion, - iterations=iterations, precon=precon) - self.solver = AztecOO.AZ_bicgstab + solver = AztecOO.AZ_bicgstab + + DEFAULT_PRECONDITIONER = JacobiPreconditioner diff --git a/fipy/solvers/trilinos/linearCGSSolver.py b/fipy/solvers/trilinos/linearCGSSolver.py index 16ae5a97a1..0dc58bcac9 100644 --- a/fipy/solvers/trilinos/linearCGSSolver.py +++ b/fipy/solvers/trilinos/linearCGSSolver.py @@ -18,20 +18,6 @@ class LinearCGSSolver(TrilinosAztecOOSolver): """ - def __init__(self, tolerance=1e-5, criterion="default", - iterations=1000, precon=MultilevelDDPreconditioner()): - """ - Parameters - ---------- - tolerance : float - Required error tolerance. - criterion : {'default', 'initial', 'unscaled', 'RHS', 'matrix', 'solution', 'legacy'} - Interpretation of ``tolerance``. - See :ref:`CONVERGENCE` for more information. - iterations : int - Maximum number of iterative steps to perform. - precon : ~fipy.solvers.trilinos.preconditioners.preconditioner.Preconditioner - """ - super(LinearCGSSolver, self).__init__(tolerance=tolerance, criterion=criterion, - iterations=iterations, precon=precon) - self.solver = AztecOO.AZ_cgs + solver = AztecOO.AZ_cgs + + DEFAULT_PRECONDITIONER = MultilevelDDPreconditioner diff --git a/fipy/solvers/trilinos/linearGMRESSolver.py b/fipy/solvers/trilinos/linearGMRESSolver.py index c3288faa33..e20167180d 100644 --- a/fipy/solvers/trilinos/linearGMRESSolver.py +++ b/fipy/solvers/trilinos/linearGMRESSolver.py @@ -18,20 +18,6 @@ class LinearGMRESSolver(TrilinosAztecOOSolver): """ - def __init__(self, tolerance=1e-5, criterion="default", - iterations=1000, precon=MultilevelDDPreconditioner()): - """ - Parameters - ---------- - tolerance : float - Required error tolerance. - criterion : {'default', 'initial', 'unscaled', 'RHS', 'matrix', 'solution', 'legacy'} - Interpretation of ``tolerance``. - See :ref:`CONVERGENCE` for more information. - iterations : int - Maximum number of iterative steps to perform. - precon : ~fipy.solvers.trilinos.preconditioners.preconditioner.Preconditioner - """ - super(LinearGMRESSolver, self).__init__(tolerance=tolerance, criterion=criterion, - iterations=iterations, precon=precon) - self.solver = AztecOO.AZ_gmres + solver = AztecOO.AZ_gmres + + DEFAULT_PRECONDITIONER = MultilevelDDPreconditioner diff --git a/fipy/solvers/trilinos/linearLUSolver.py b/fipy/solvers/trilinos/linearLUSolver.py index 8776a01e02..64b80cad2a 100644 --- a/fipy/solvers/trilinos/linearLUSolver.py +++ b/fipy/solvers/trilinos/linearLUSolver.py @@ -20,7 +20,7 @@ class LinearLUSolver(TrilinosSolver): """ - def __init__(self, tolerance=1e-5, criterion="default", precon=None, + def __init__(self, tolerance="default", criterion="default", precon=None, iterations=10): """ Parameters diff --git a/fipy/solvers/trilinos/linearPCGSolver.py b/fipy/solvers/trilinos/linearPCGSolver.py index 7724e5c67a..46ef5ae024 100644 --- a/fipy/solvers/trilinos/linearPCGSolver.py +++ b/fipy/solvers/trilinos/linearPCGSolver.py @@ -18,23 +18,9 @@ class LinearPCGSolver(TrilinosAztecOOSolver): """ - def __init__(self, tolerance=1e-5, criterion="default", - iterations=1000, precon=MultilevelDDPreconditioner()): - """ - Parameters - ---------- - tolerance : float - Required error tolerance. - criterion : {'default', 'initial', 'unscaled', 'RHS', 'matrix', 'solution', 'legacy'} - Interpretation of ``tolerance``. - See :ref:`CONVERGENCE` for more information. - iterations : int - Maximum number of iterative steps to perform. - precon : ~fipy.solvers.trilinos.preconditioners.preconditioner.Preconditioner - """ - super(LinearPCGSolver, self).__init__(tolerance=tolerance, criterion=criterion, - iterations=iterations, precon=precon) - self.solver = AztecOO.AZ_cg + solver = AztecOO.AZ_cg + + DEFAULT_PRECONDITIONER = MultilevelDDPreconditioner def _canSolveAsymmetric(self): return False diff --git a/fipy/solvers/trilinos/trilinosAztecOOSolver.py b/fipy/solvers/trilinos/trilinosAztecOOSolver.py index d29d651b49..1187c8a13a 100644 --- a/fipy/solvers/trilinos/trilinosAztecOOSolver.py +++ b/fipy/solvers/trilinos/trilinosAztecOOSolver.py @@ -18,25 +18,7 @@ class TrilinosAztecOOSolver(TrilinosSolver): """ - def __init__(self, tolerance=1e-5, criterion="default", - iterations=1000, precon=JacobiPreconditioner()): - """ - Parameters - ---------- - tolerance : float - Required error tolerance. - criterion : {'default', 'unscaled', 'RHS', 'matrix', 'initial', 'solution', 'legacy'} - Interpretation of ``tolerance``. - See :ref:`CONVERGENCE` for more information. - iterations : int - Maximum number of iterative steps to perform. - precon : ~fipy.solvers.trilinos.preconditioners.preconditioner.Preconditioner - """ - if self.__class__ is TrilinosAztecOOSolver: - raise NotImplementedError("can't instantiate abstract base class") - - super(TrilinosAztecOOSolver, self).__init__(tolerance=tolerance, criterion=criterion, - iterations=iterations, precon=precon) + DEFAULT_PRECONDITIONER = JacobiPreconditioner def _adaptLegacyTolerance(self, L, x, b): return self._adaptInitialTolerance(L, x, b) diff --git a/fipy/solvers/trilinos/trilinosMLTest.py b/fipy/solvers/trilinos/trilinosMLTest.py index 1476053c27..d17ca13d20 100644 --- a/fipy/solvers/trilinos/trilinosMLTest.py +++ b/fipy/solvers/trilinos/trilinosMLTest.py @@ -23,7 +23,7 @@ class TrilinosMLTest(TrilinosSolver): information about what ML preconditioner settings will work best. """ - def __init__(self, tolerance=1e-5, iterations=5, MLOptions={}, testUnsupported = False): + def __init__(self, tolerance="default", iterations=5, MLOptions={}, testUnsupported=False): """ For detailed information on the possible parameters for ML, see http://trilinos.sandia.gov/packages/ml/documentation.html diff --git a/fipy/solvers/trilinos/trilinosNonlinearSolver.py b/fipy/solvers/trilinos/trilinosNonlinearSolver.py index f40c608029..f6ebc16f83 100644 --- a/fipy/solvers/trilinos/trilinosNonlinearSolver.py +++ b/fipy/solvers/trilinos/trilinosNonlinearSolver.py @@ -100,7 +100,7 @@ class _DummyJacobianSolver(TrilinosSolver): __all__ = ["TrilinosNonlinearSolver"] class TrilinosNonlinearSolver(TrilinosSolver): - def __init__(self, equation, jacobian=None, tolerance=1e-5, iterations=1000, + def __init__(self, equation, jacobian=None, tolerance="default", iterations="default", printingOptions=None, solverOptions=None, linearSolverOptions=None, lineSearchOptions=None, directionOptions=None, newtonOptions=None): TrilinosSolver.__init__(self, tolerance=tolerance, iterations=iterations, precon=None) diff --git a/fipy/solvers/trilinos/trilinosSolver.py b/fipy/solvers/trilinos/trilinosSolver.py index 1321f27dab..5fcdca305a 100644 --- a/fipy/solvers/trilinos/trilinosSolver.py +++ b/fipy/solvers/trilinos/trilinosSolver.py @@ -13,13 +13,6 @@ class TrilinosSolver(Solver): .. attention:: This class is abstract. Always create one of its subclasses. """ - def __init__(self, tolerance=1e-5, criterion="default", - iterations=1000, precon=None): - if self.__class__ is TrilinosSolver: - raise NotImplementedError("can't instantiate abstract base class") - else: - super(TrilinosSolver, self).__init__(tolerance=tolerance, criterion=criterion, - iterations=iterations, precon=precon) def _storeMatrix(self, var, matrix, RHSvector): self.var = var From 745ccf668815fc9d817b1116a5759c3af638270a Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 9 Nov 2023 19:06:08 -0500 Subject: [PATCH 231/303] Clarify that it's pysparse that needs special treatment, not petsc --- examples/diffusion/nthOrder/input4thOrder1D.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/examples/diffusion/nthOrder/input4thOrder1D.py b/examples/diffusion/nthOrder/input4thOrder1D.py index ce88461f5f..e8a0df335d 100755 --- a/examples/diffusion/nthOrder/input4thOrder1D.py +++ b/examples/diffusion/nthOrder/input4thOrder1D.py @@ -57,10 +57,10 @@ >>> eq = DiffusionTerm(coeff=(1, 1)) == 0 >>> import fipy.solvers.solver ->>> if fipy.solvers.solver_suite == 'petsc': -... solver = GeneralSolver(precon='lu') -... else: +>>> if fipy.solvers.solver_suite == 'pysparse': ... solver = GeneralSolver() +... else: +... solver = None We perform one implicit timestep to achieve steady state From 637e91af649f97b4ddd28683d23d267245351731 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 9 Nov 2023 19:21:04 -0500 Subject: [PATCH 232/303] Avoid clobbering class attribute --- fipy/solvers/pyamgx/preconditioners.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/fipy/solvers/pyamgx/preconditioners.py b/fipy/solvers/pyamgx/preconditioners.py index 78d238a182..471bde750c 100644 --- a/fipy/solvers/pyamgx/preconditioners.py +++ b/fipy/solvers/pyamgx/preconditioners.py @@ -31,8 +31,9 @@ def __init__(self, **kwargs): self.config_dict.update(kwargs) def __call__(self, **kwargs): - self.config_dict.update(kwargs) - return copy.copy(self.config_dict) + config_dict = self.config_dict.copy() + config_dict.update(kwargs) + return config_dict class AMGPreconditioner(Preconditioner): """ From 5a5c5904cf781ededebf0af50ab5352122652be8 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 9 Nov 2023 22:41:12 -0500 Subject: [PATCH 233/303] Document Solver class attributes --- fipy/solvers/solver.py | 14 ++++++++++++-- 1 file changed, 12 insertions(+), 2 deletions(-) diff --git a/fipy/solvers/solver.py b/fipy/solvers/solver.py index e720ba93fd..c5d5950426 100644 --- a/fipy/solvers/solver.py +++ b/fipy/solvers/solver.py @@ -101,8 +101,16 @@ class Solver(object): .. attention:: This class is abstract. Always create one of its subclasses. """ + #: Default tolerance for linear solves unless `criterion="legacy"` DEFAULT_TOLERANCE = 1e-5 + + #: Default tolerance for linear solves if `criterion="legacy"` + LEGACY_TOLERANCE = 1e-10 + + #: Default maximum number of iterative steps to perform DEFAULT_ITERATIONS = 1000 + + #: Default preconditioner to apply to the matrix DEFAULT_PRECONDITIONER = None def __init__(self, tolerance="default", criterion="default", @@ -113,7 +121,7 @@ def __init__(self, tolerance="default", criterion="default", Parameters ---------- tolerance : float - Required error tolerance. + Required residual tolerance. criterion : {'default', 'initial', 'unscaled', 'RHS', 'matrix', 'solution', 'preconditioned', 'natural', 'legacy'}, optional Interpretation of ``tolerance``. See :ref:`CONVERGENCE` for more information. @@ -149,8 +157,10 @@ def value_or_default(self, value, default, envvar=None): @property def default_tolerance(self): + """Default tolerance for linear solve + """ if self.criterion == "legacy": - return 1e-10 + return self.LEGACY_TOLERANCE else: return self.DEFAULT_TOLERANCE From da8684945557d137c0885fb0953cf02e5ad5ead0 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 9 Nov 2023 22:41:47 -0500 Subject: [PATCH 234/303] Fix name --- fipy/solvers/pyAMG/linearGeneralSolver.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/fipy/solvers/pyAMG/linearGeneralSolver.py b/fipy/solvers/pyAMG/linearGeneralSolver.py index a0c419ffe1..4adf403a9d 100644 --- a/fipy/solvers/pyAMG/linearGeneralSolver.py +++ b/fipy/solvers/pyAMG/linearGeneralSolver.py @@ -1,5 +1,5 @@ from __future__ import unicode_literals -from fipy.solvers.scipy.scipySolver import _ScipySolver +from fipy.solvers.scipy.scipySolver import ScipySolver from pyamg import solve import os from fipy.tools import numerix @@ -8,7 +8,7 @@ from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class LinearGeneralSolver(_ScipySolver): +class LinearGeneralSolver(ScipySolver): """ The `LinearGeneralSolver` is an interface to the generic PyAMG, which solves the arbitrary system Ax=b with the best out-of-the box From dd914bcea7354d95a2928520bea28b0ad9d2e3f7 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sat, 11 Nov 2023 12:44:55 -0500 Subject: [PATCH 235/303] Harmonize preconditioners --- fipy/solvers/petsc/linearLUSolver.py | 2 +- fipy/solvers/petsc/petscKrylovSolver.py | 4 +- .../preconditioners/defaultPreconditioner.py | 7 +- .../petsc/preconditioners/icPreconditioner.py | 8 +-- .../preconditioners/iluPreconditioner.py | 8 +-- .../preconditioners/jacobiPreconditioner.py | 8 +-- .../petsc/preconditioners/luPreconditioner.py | 7 +- ...econditioner.py => petscPreconditioner.py} | 10 +-- .../preconditioners/ssorPreconditioner.py | 6 +- fipy/solvers/preconditioner.py | 57 +++++++++++++++ .../smoothedAggregationPreconditioner.py | 12 ++-- fipy/solvers/pyamgx/preconditioners.py | 71 +++++++++---------- fipy/solvers/pyamgx/pyAMGXSolver.py | 10 ++- fipy/solvers/pyamgx/smoothers.py | 7 +- fipy/solvers/pysparse/linearCGSSolver.py | 2 +- fipy/solvers/pysparse/linearLUSolver.py | 2 +- .../pysparse/preconditioners/__init__.py | 8 ++- .../preconditioners/jacobiPreconditioner.py | 18 +++-- .../preconditioners/preconditioner.py | 19 ----- .../preconditioners/pysparsePreconditioner.py | 15 ++++ .../preconditioners/ssorPreconditioner.py | 20 +++--- .../preconditioners/iluPreconditioner.py | 18 ++--- .../preconditioners/jacobiPreconditioner.py | 19 ++--- .../scipy/preconditioners/preconditioner.py | 17 ----- .../preconditioners/scipyPreconditioner.py | 16 +++++ fipy/solvers/scipy/scipyKrylovSolver.py | 6 +- fipy/solvers/scipy/scipySolver.py | 4 +- fipy/solvers/solver.py | 2 +- .../trilinos/preconditioners/__init__.py | 23 ++++-- .../domDecompPreconditioner.py | 8 +-- .../preconditioners/icPreconditioner.py | 8 +-- .../preconditioners/iluPreconditioner.py | 4 +- .../preconditioners/jacobiPreconditioner.py | 8 +-- .../multilevelDDMLPreconditioner.py | 66 ++++++++--------- .../multilevelDDPreconditioner.py | 65 +++++++++-------- .../multilevelNSSAPreconditioner.py | 54 ++++++-------- .../multilevelPreconditioner.py | 48 +++++++++++++ .../multilevelSAPreconditioner.py | 61 +++++++--------- .../multilevelSGSPreconditioner.py | 32 +++------ .../multilevelSolverSmootherPreconditioner.py | 32 +++------ .../preconditioners/preconditioner.py | 17 ----- .../preconditioners/trilinosPreconditioner.py | 16 +++++ 42 files changed, 443 insertions(+), 382 deletions(-) rename fipy/solvers/petsc/preconditioners/{preconditioner.py => petscPreconditioner.py} (57%) create mode 100644 fipy/solvers/preconditioner.py delete mode 100644 fipy/solvers/pysparse/preconditioners/preconditioner.py create mode 100644 fipy/solvers/pysparse/preconditioners/pysparsePreconditioner.py delete mode 100644 fipy/solvers/scipy/preconditioners/preconditioner.py create mode 100644 fipy/solvers/scipy/preconditioners/scipyPreconditioner.py create mode 100644 fipy/solvers/trilinos/preconditioners/multilevelPreconditioner.py delete mode 100644 fipy/solvers/trilinos/preconditioners/preconditioner.py create mode 100644 fipy/solvers/trilinos/preconditioners/trilinosPreconditioner.py diff --git a/fipy/solvers/petsc/linearLUSolver.py b/fipy/solvers/petsc/linearLUSolver.py index 9a6d8c6028..a2b4cfceb1 100644 --- a/fipy/solvers/petsc/linearLUSolver.py +++ b/fipy/solvers/petsc/linearLUSolver.py @@ -30,7 +30,7 @@ def __init__(self, tolerance="default", criterion="default", See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. - precon : ~fipy.solvers.petsc.preconditioners.preconditioner.Preconditioner + precon *ignored* """ super(LinearLUSolver, self).__init__(tolerance=tolerance, diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index 3e24c05513..7dc1cbaf8e 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -39,10 +39,10 @@ def __init__(self, tolerance="default", See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. - precon : ~fipy.solvers.petsc.preconditioners.preconditioner.Preconditioner, optional + precon : ~fipy.solvers.petsc.preconditioners.petscPreconditioner.PETScPreconditioner, optional Preconditioner to apply to the matrix. A value of None means to perform an unpreconditioned solve. (default: - ~fipy.solvers.petsc.preconditioners.defaultPreconditioner.DefaultPreconditioner). + :class:`~fipy.solvers.petsc.preconditioners.defaultPreconditioner.DefaultPreconditioner`). """ if self.__class__ is PETScKrylovSolver: raise NotImplementedError("can't instantiate abstract base class") diff --git a/fipy/solvers/petsc/preconditioners/defaultPreconditioner.py b/fipy/solvers/petsc/preconditioners/defaultPreconditioner.py index a911c1198b..658be5daba 100644 --- a/fipy/solvers/petsc/preconditioners/defaultPreconditioner.py +++ b/fipy/solvers/petsc/preconditioners/defaultPreconditioner.py @@ -1,15 +1,14 @@ from __future__ import unicode_literals __docformat__ = 'restructuredtext' -from .preconditioner import Preconditioner +from .petscPreconditioner import PETScPreconditioner __all__ = ["DefaultPreconditioner"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class DefaultPreconditioner(Preconditioner): - """ - Apply PETSc's default preconditioning. +class DefaultPreconditioner(PETScPreconditioner): + """Apply PETSc's default preconditioning to :class:`~fipy.solvers.petsc.petscSolver.PETScSolver`. "The default preconditioner for sparse matrices is PCILU or PCICC with 0 fill on one process and block Jacobi (PCBJACOBI) with PCILU or PCICC diff --git a/fipy/solvers/petsc/preconditioners/icPreconditioner.py b/fipy/solvers/petsc/preconditioners/icPreconditioner.py index 03175da9d1..71bf5137e1 100644 --- a/fipy/solvers/petsc/preconditioners/icPreconditioner.py +++ b/fipy/solvers/petsc/preconditioners/icPreconditioner.py @@ -1,16 +1,14 @@ from __future__ import unicode_literals __docformat__ = 'restructuredtext' -from .preconditioner import Preconditioner +from .petscPreconditioner import PETScPreconditioner __all__ = ["ICPreconditioner"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class ICPreconditioner(Preconditioner): - """ - Incomplete Choleski Preconditioner for PETSc solvers. - +class ICPreconditioner(PETScPreconditioner): + """Incomplete Choleski preconditioner for :class:`~fipy.solvers.petsc.petscSolver.PETScSolver`. """ pctype = "icc" diff --git a/fipy/solvers/petsc/preconditioners/iluPreconditioner.py b/fipy/solvers/petsc/preconditioners/iluPreconditioner.py index 4882ca5a2c..fdd5b311d6 100644 --- a/fipy/solvers/petsc/preconditioners/iluPreconditioner.py +++ b/fipy/solvers/petsc/preconditioners/iluPreconditioner.py @@ -1,16 +1,14 @@ from __future__ import unicode_literals __docformat__ = 'restructuredtext' -from .preconditioner import Preconditioner +from .petscPreconditioner import PETScPreconditioner __all__ = ["ILUPreconditioner"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class ILUPreconditioner(Preconditioner): - """ - ILU Preconditioner for PETSc solvers. - +class ILUPreconditioner(PETScPreconditioner): + """ILU preconditioner for :class:`~fipy.solvers.petsc.petscSolver.PETScSolver`. """ pctype = "ilu" diff --git a/fipy/solvers/petsc/preconditioners/jacobiPreconditioner.py b/fipy/solvers/petsc/preconditioners/jacobiPreconditioner.py index 589514e49b..05a34ef3f1 100644 --- a/fipy/solvers/petsc/preconditioners/jacobiPreconditioner.py +++ b/fipy/solvers/petsc/preconditioners/jacobiPreconditioner.py @@ -1,16 +1,14 @@ from __future__ import unicode_literals __docformat__ = 'restructuredtext' -from .preconditioner import Preconditioner +from .petscPreconditioner import PETScPreconditioner __all__ = ["JacobiPreconditioner"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class JacobiPreconditioner(Preconditioner): - """ - Jacobi Preconditioner for PETSc solvers. - +class JacobiPreconditioner(PETScPreconditioner): + """Jacobi preconditioner for :class:`~fipy.solvers.petsc.petscSolver.PETScSolver`. """ pctype = "jacobi" diff --git a/fipy/solvers/petsc/preconditioners/luPreconditioner.py b/fipy/solvers/petsc/preconditioners/luPreconditioner.py index eefa5fe3f7..8871419d77 100644 --- a/fipy/solvers/petsc/preconditioners/luPreconditioner.py +++ b/fipy/solvers/petsc/preconditioners/luPreconditioner.py @@ -1,15 +1,14 @@ from __future__ import unicode_literals __docformat__ = 'restructuredtext' -from .preconditioner import Preconditioner +from .petscPreconditioner import PETScPreconditioner __all__ = ["LUPreconditioner"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class LUPreconditioner(Preconditioner): - """ - LU Preconditioner for PETSc solvers. +class LUPreconditioner(PETScPreconditioner): + """LU preconditioner for :class:`~fipy.solvers.petsc.petscSolver.PETScSolver`. """ diff --git a/fipy/solvers/petsc/preconditioners/preconditioner.py b/fipy/solvers/petsc/preconditioners/petscPreconditioner.py similarity index 57% rename from fipy/solvers/petsc/preconditioners/preconditioner.py rename to fipy/solvers/petsc/preconditioners/petscPreconditioner.py index 90c8366b07..0722dbf0bf 100644 --- a/fipy/solvers/petsc/preconditioners/preconditioner.py +++ b/fipy/solvers/petsc/preconditioners/petscPreconditioner.py @@ -1,14 +1,14 @@ from __future__ import unicode_literals -from builtins import object __docformat__ = 'restructuredtext' -__all__ = ["Preconditioner"] +from fipy.solvers.preconditioner import SolverModifyingPreconditioner + +__all__ = ["PETScPreconditioner"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class Preconditioner(object): - """ - The base Preconditioner class. +class PETScPreconditioner(SolverModifyingPreconditioner): + """Base class preconditioners of for :class:`~fipy.solvers.petsc.petscSolver.PETScSolver`. .. attention:: This class is abstract. Always create one of its subclasses. """ diff --git a/fipy/solvers/petsc/preconditioners/ssorPreconditioner.py b/fipy/solvers/petsc/preconditioners/ssorPreconditioner.py index 16d8266fd0..5d0888967a 100644 --- a/fipy/solvers/petsc/preconditioners/ssorPreconditioner.py +++ b/fipy/solvers/petsc/preconditioners/ssorPreconditioner.py @@ -1,15 +1,15 @@ from __future__ import unicode_literals __docformat__ = 'restructuredtext' -from .preconditioner import Preconditioner +from .petscPreconditioner import PETScPreconditioner __all__ = ["SSORPreconditioner"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class SSORPreconditioner(Preconditioner): +class SSORPreconditioner(PETScPreconditioner): """ - SSOR Preconditioner for PETSc solvers. + SSOR preconditioner for :class:`~fipy.solvers.petsc.petscSolver.PETScSolver`. """ diff --git a/fipy/solvers/preconditioner.py b/fipy/solvers/preconditioner.py new file mode 100644 index 0000000000..487b2c2a8c --- /dev/null +++ b/fipy/solvers/preconditioner.py @@ -0,0 +1,57 @@ +from __future__ import unicode_literals +from builtins import object +__docformat__ = 'restructuredtext' + +__all__ = ["Preconditioner", + "SolverModifyingPreconditioner", + "MatrixModifyingPreconditioner"] +from future.utils import text_to_native_str +__all__ = [text_to_native_str(n) for n in __all__] + +class Preconditioner(object): + """Base class for solver preconditioners. + + .. attention:: This class is abstract. Always create one of its subclasses. + """ + + pass + + +class SolverModifyingPreconditioner(Preconditioner): + """Base class for preconditioners that modify a :class:`~fipy.solvers.solver.Solver`. + """ + + def _applyToSolver(self, solver, matrix): + """Modify `solver` to apply preconditioning to `matrix`. + + Parameters + ---------- + solver + The solver to modify with preconditioner. + matrix + The matrix the preconditioner applies to. + + Returns + ------- + None + """ + raise NotImplementedError + + +class MatrixModifyingPreconditioner(Preconditioner): + """Base class for preconditioners that modify a :class:`~fipy.matrices.sparseMatrix.SparseMatrix`. + """ + + def _applyToMatrix(self, matrix): + """Create a preconditioner for `matrix`. + + Returns + ------- + preconditioner : object + Preconditioning object appropriate for this solver suite. + matrix : :class:`~fipy.matrices.sparseMatrix.SparseMatrix` + Matrix, possibly restructured to facilitate applying + preconditioner. + """ + raise NotImplementedError + diff --git a/fipy/solvers/pyAMG/preconditioners/smoothedAggregationPreconditioner.py b/fipy/solvers/pyAMG/preconditioners/smoothedAggregationPreconditioner.py index 3c4ebf57b7..a4f3f55c2e 100644 --- a/fipy/solvers/pyAMG/preconditioners/smoothedAggregationPreconditioner.py +++ b/fipy/solvers/pyAMG/preconditioners/smoothedAggregationPreconditioner.py @@ -3,18 +3,20 @@ from pyamg import smoothed_aggregation_solver -from ...scipy.preconditioners.preconditioner import Preconditioner +from ...scipy.preconditioners.scipyPreconditioner import ScipyPreconditioner __all__ = ["SmoothedAggregationPreconditioner"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class SmoothedAggregationPreconditioner(Preconditioner): - """Preconditioner based on `PyAMG smoothed_aggregation_solver `_ +class SmoothedAggregationPreconditioner(ScipyPreconditioner): + """Preconditioner based on `PyAMG smoothed_aggregation_solver`_ for :class:`~fipy.solvers.scipy.scipySolver.ScipySolver`. + + .. _PyAMG smoothed_aggregation_solver: https://pyamg.readthedocs.io/en/latest/generated/pyamg.aggregation.html#pyamg.aggregation.smoothed_aggregation_solver """ def __init__(self): pass - def _applyToMatrix(self, A): - return smoothed_aggregation_solver(A).aspreconditioner(cycle='V') + def _applyToMatrix(self, matrix): + return smoothed_aggregation_solver(matrix).aspreconditioner(cycle='V'), None diff --git a/fipy/solvers/pyamgx/preconditioners.py b/fipy/solvers/pyamgx/preconditioners.py index 471bde750c..b4f132b93f 100644 --- a/fipy/solvers/pyamgx/preconditioners.py +++ b/fipy/solvers/pyamgx/preconditioners.py @@ -1,6 +1,6 @@ from __future__ import unicode_literals -from builtins import object -import copy + +from fipy.solvers.preconditioner import SolverModifyingPreconditioner __all__ = ["AMGPreconditioner", "AggregationAMGPreconditioner", @@ -12,96 +12,91 @@ "ILUPreconditioner", "JacobiPreconditioner", "PolynomialPreconditioner", - "Preconditioner"] + "PyAMGXPreconditioner"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class Preconditioner(object): - """Interface to pyamgx_ `preconditioner configuration`_. +class PyAMGXPreconditioner(SolverModifyingPreconditioner): + """Interface to pyamgx_ `preconditioner configuration`_ for :class:`~fipy.solvers.pyamgx.pyAMGXSolver.PyAMGXSolver`. .. _pyamgx: https://pyamgx.readthedocs.io .. _preconditioner configuration: https://pyamgx.readthedocs.io/en/latest/basic.html#config-objects """ def __init__(self, **kwargs): + """ + Parameters + ---------- + **kwargs : dict, optional + Extra arguments to preconditioner: refer to `preconditioner + configuration`_ for information about possible arguments. + """ self.config_dict = { "solver": self.pctype, "max_iters": 1 } self.config_dict.update(kwargs) - def __call__(self, **kwargs): - config_dict = self.config_dict.copy() - config_dict.update(kwargs) - return config_dict + def _applyToSolver(self, solver, matrix=None): + solver["preconditioner"] = self.config_dict.copy() -class AMGPreconditioner(Preconditioner): +class AMGPreconditioner(PyAMGXPreconditioner): + """Adaptive Multigrid preconditioner for :class:`~fipy.solvers.pyamgx.pyAMGXSolver.PyAMGXSolver`. """ - Adaptive Multigrid Preconditioner for pyamgx solvers. - """ pctype = "AMG" class AggregationAMGPreconditioner(AMGPreconditioner): + """Aggregation Adaptive Multigrid preconditioner for :class:`~fipy.solvers.pyamgx.pyAMGXSolver.PyAMGXSolver`. """ - Aggregation Adaptive Multigrid Preconditioner for pyamgx solvers. - """ def __init__(self): super(ClassicalAMGPreconditioner, self).__init__(algorithm="AGGREGATION", selector="SIZE_2") -class BiCGStabPreconditioner(Preconditioner): +class BiCGStabPreconditioner(PyAMGXPreconditioner): + """Biconjugate Gradient Stabilized preconditioner for :class:`~fipy.solvers.pyamgx.pyAMGXSolver.PyAMGXSolver`. """ - Biconjugate Gradient Stabilized Preconditioner for pyamgx solvers. - """ pctype = "PCIBCGSTAB" -class CGPreconditioner(Preconditioner): +class CGPreconditioner(PyAMGXPreconditioner): + """Conjugate Gradient preconditioner for :class:`~fipy.solvers.pyamgx.pyAMGXSolver.PyAMGXSolver`. """ - Conjugate Gradient Preconditioner for pyamgx solvers. - """ pctype = "PCG" -class DILUPreconditioner(Preconditioner): +class DILUPreconditioner(PyAMGXPreconditioner): + """DILU preconditioner for :class:`~fipy.solvers.pyamgx.pyAMGXSolver.PyAMGXSolver`. """ - DILU Preconditioner for pyamgx solvers. - """ pctype = "MULTICOLOR_DILU" -class FGMRESPreconditioner(Preconditioner): +class FGMRESPreconditioner(PyAMGXPreconditioner): + """Flexible Generalized Mimumal Residual preconditioner for :class:`~fipy.solvers.pyamgx.pyAMGXSolver.PyAMGXSolver`. """ - Flexible Generalized Mimumal Residual Preconditioner for pyamgx solvers. - """ pctype = "FGMRES" -class GaussSeidelPreconditioner(Preconditioner): +class GaussSeidelPreconditioner(PyAMGXPreconditioner): + """Gauss-Seidel preconditioner for :class:`~fipy.solvers.pyamgx.pyAMGXSolver.PyAMGXSolver`. """ - Gauss-Seidel Preconditioner for pyamgx solvers. - """ pctype = "MULTICOLOR_GS" -class ILUPreconditioner(Preconditioner): +class ILUPreconditioner(PyAMGXPreconditioner): + """ILU preconditioner for :class:`~fipy.solvers.pyamgx.pyAMGXSolver.PyAMGXSolver`. """ - ILU Preconditioner for pyamgx solvers. - """ pctype = "MULTICOLOR_GS" -class JacobiPreconditioner(Preconditioner): +class JacobiPreconditioner(PyAMGXPreconditioner): + """Block Jacobi preconditioner for :class:`~fipy.solvers.pyamgx.pyAMGXSolver.PyAMGXSolver`. """ - Block Jacobi Preconditioner for pyamgx solvers. - """ pctype = "BLOCK_JACOBI" -class PolynomialPreconditioner(Preconditioner): +class PolynomialPreconditioner(PyAMGXPreconditioner): + """Polynomial preconditioner for :class:`~fipy.solvers.pyamgx.pyAMGXSolver.PyAMGXSolver`. """ - Polynomial Preconditioner for pyamgx solvers. - """ pctype = "POLYNOMIAL" diff --git a/fipy/solvers/pyamgx/pyAMGXSolver.py b/fipy/solvers/pyamgx/pyAMGXSolver.py index 2a261fbc8d..10b646fb05 100644 --- a/fipy/solvers/pyamgx/pyAMGXSolver.py +++ b/fipy/solvers/pyamgx/pyAMGXSolver.py @@ -17,6 +17,7 @@ class PyAMGXSolver(Solver): # AMGX configuration options CONFIG_DICT = {} + #: Default smoother to apply to the ??? DEFAULT_SMOOTHER = None def __init__(self, tolerance="default", criterion="default", @@ -31,7 +32,7 @@ def __init__(self, tolerance="default", criterion="default", See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. - precon : ~fipy.solvers.pyamgx.preconditioners.Preconditioner, optional + precon : ~fipy.solvers.pyamgx.preconditioners.PyAMGXPreconditioner, optional smoother : ~fipy.solvers.pyamgx.smoothers.Smoother, optional **kwargs Other AMGX solver options @@ -42,11 +43,14 @@ def __init__(self, tolerance="default", criterion="default", self.config_dict = self.CONFIG_DICT.copy() self.config_dict["solver"]["max_iters"] = self.iterations + if self.precon is not None: - self.config_dict["solver"]["preconditioner"] = self.precon() + self.precon._applyToSolver(self.config_dict["solver"]) + smoother = self.value_or_default(smoother, self.default_smoother) if smoother is not None: - self.config_dict["solver"]["smoother"] = smoother + smoother._applyToSolver(self.config_dict["solver"]) + self.config_dict["solver"].update(kwargs) # create AMGX objects: diff --git a/fipy/solvers/pyamgx/smoothers.py b/fipy/solvers/pyamgx/smoothers.py index fff51140e8..5168c68bb2 100644 --- a/fipy/solvers/pyamgx/smoothers.py +++ b/fipy/solvers/pyamgx/smoothers.py @@ -1,6 +1,5 @@ from __future__ import unicode_literals from builtins import object -import copy __all__ = ["BlockJacobiSmoother", "MultiColorDILUSmoother", @@ -22,9 +21,9 @@ def __init__(self, smoother_type): "solver": smoother_type, "max_iters": 1 } - def __call__(self, **kwargs): - self.config_dict.update(kwargs) - return copy.copy(self.config_dict) + + def _applyToSolver(self, solver): + solver["smoother"] = self.config_dict.copy() BlockJacobiSmoother = Smoother("BLOCK_JACOBI") MultiColorDILUSmoother = Smoother("MULTICOLOR_DILU") diff --git a/fipy/solvers/pysparse/linearCGSSolver.py b/fipy/solvers/pysparse/linearCGSSolver.py index 36afa26708..d908933dc8 100644 --- a/fipy/solvers/pysparse/linearCGSSolver.py +++ b/fipy/solvers/pysparse/linearCGSSolver.py @@ -44,7 +44,7 @@ def __init__(self, tolerance="default", criterion="default", See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. - precon : ~fipy.solvers.pysparse.preconditioners.preconditioner.Preconditioner + precon : ~fipy.solvers.pysparse.preconditioners.pysparsePreconditioner.PysparsePreconditioner Preconditioner to use. """ warnings.warn("The Pysparse CGS solver may return incorrect results for some matrices", UserWarning) diff --git a/fipy/solvers/pysparse/linearLUSolver.py b/fipy/solvers/pysparse/linearLUSolver.py index cd7e6fe691..cebbf3c854 100644 --- a/fipy/solvers/pysparse/linearLUSolver.py +++ b/fipy/solvers/pysparse/linearLUSolver.py @@ -41,7 +41,7 @@ def __init__(self, tolerance="default", criterion="default", See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. - precon : ~fipy.solvers.pysparse.preconditioners.preconditioner.Preconditioner + precon *ignored* """ super(LinearLUSolver, self).__init__(tolerance=tolerance, criterion=criterion, diff --git a/fipy/solvers/pysparse/preconditioners/__init__.py b/fipy/solvers/pysparse/preconditioners/__init__.py index 9aa77d6b4f..9f1e453425 100644 --- a/fipy/solvers/pysparse/preconditioners/__init__.py +++ b/fipy/solvers/pysparse/preconditioners/__init__.py @@ -1,3 +1,7 @@ from __future__ import unicode_literals -from fipy.solvers.pysparse.preconditioners.jacobiPreconditioner import * -from fipy.solvers.pysparse.preconditioners.ssorPreconditioner import * +from .jacobiPreconditioner import * +from .ssorPreconditioner import * + +__all__ = [] +__all__.extend(jacobiPreconditioner.__all__) +__all__.extend(ssorPreconditioner.__all__) diff --git a/fipy/solvers/pysparse/preconditioners/jacobiPreconditioner.py b/fipy/solvers/pysparse/preconditioners/jacobiPreconditioner.py index 764fbf29b7..efe5d0ab41 100644 --- a/fipy/solvers/pysparse/preconditioners/jacobiPreconditioner.py +++ b/fipy/solvers/pysparse/preconditioners/jacobiPreconditioner.py @@ -1,19 +1,17 @@ from __future__ import unicode_literals from pysparse.precon import precon -from fipy.solvers.pysparse.preconditioners.preconditioner import Preconditioner +from fipy.solvers.pysparse.preconditioners.pysparsePreconditioner import PysparsePreconditioner __all__ = ["JacobiPreconditioner"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class JacobiPreconditioner(Preconditioner): - """ - Jacobi preconditioner for Pysparse. - Really just a wrapper class for `pysparse.precon.jacobi`. +class JacobiPreconditioner(PysparsePreconditioner): + """Jacobi preconditioner for :class:`~fipy.solvers.pysparse.pysparseSolver.PysparseSolver`. + + Wrapper class for :func:`pysparse.precon.jacobi`. """ - def _applyToMatrix(self, A): - """ - Returns (preconditioning matrix, resulting matrix) - """ - return precon.jacobi(A), A.to_csr() + + def _applyToMatrix(self, matrix): + return precon.jacobi(matrix), matrix.to_csr() diff --git a/fipy/solvers/pysparse/preconditioners/preconditioner.py b/fipy/solvers/pysparse/preconditioners/preconditioner.py deleted file mode 100644 index fb329eb284..0000000000 --- a/fipy/solvers/pysparse/preconditioners/preconditioner.py +++ /dev/null @@ -1,19 +0,0 @@ -from __future__ import unicode_literals -from builtins import object -__all__ = ["Preconditioner"] -from future.utils import text_to_native_str -__all__ = [text_to_native_str(n) for n in __all__] - -class Preconditioner(object): - """ - Base preconditioner class - - .. attention:: This class is abstract. Always create one of its subclasses. - """ - - def _applyToMatrix(self, A): - """ - Returns the function used for Pysparse - preconditioning. - """ - raise NotImplementedError diff --git a/fipy/solvers/pysparse/preconditioners/pysparsePreconditioner.py b/fipy/solvers/pysparse/preconditioners/pysparsePreconditioner.py new file mode 100644 index 0000000000..0a1497b536 --- /dev/null +++ b/fipy/solvers/pysparse/preconditioners/pysparsePreconditioner.py @@ -0,0 +1,15 @@ +from __future__ import unicode_literals + +from fipy.solvers.preconditioner import MatrixModifyingPreconditioner + +__all__ = ["PysparsePreconditioner"] +from future.utils import text_to_native_str +__all__ = [text_to_native_str(n) for n in __all__] + +class PysparsePreconditioner(MatrixModifyingPreconditioner): + """Base class for preconditioners of :class:`~fipy.solvers.pysparse.pysparseSolver.PysparseSolver`. + + .. attention:: This class is abstract. Always create one of its subclasses. + """ + + pass diff --git a/fipy/solvers/pysparse/preconditioners/ssorPreconditioner.py b/fipy/solvers/pysparse/preconditioners/ssorPreconditioner.py index 759cd82ed0..9beabb8d82 100644 --- a/fipy/solvers/pysparse/preconditioners/ssorPreconditioner.py +++ b/fipy/solvers/pysparse/preconditioners/ssorPreconditioner.py @@ -1,20 +1,18 @@ from __future__ import unicode_literals from pysparse.precon import precon -from fipy.solvers.pysparse.preconditioners.preconditioner import Preconditioner +from fipy.solvers.pysparse.preconditioners.pysparsePreconditioner import PysparsePreconditioner __all__ = ["SSORPreconditioner"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class SSORPreconditioner(Preconditioner): - """ - SSOR preconditioner for Pysparse. - Really just a wrapper class for `pysparse.precon.ssor`. +class SSORPreconditioner(PysparsePreconditioner): + """SSOR preconditioner for :class:`~fipy.solvers.pysparse.pysparseSolver.PysparseSolver`. + + Wrapper class for :func:`pysparse.precon.ssor`. """ - def _applyToMatrix(self, A): - """ - Returns (preconditioning matrix, resulting matrix) - """ - A = A.to_sss() - return precon.ssor(A), A + + def _applyToMatrix(self, matrix): + matrix = matrix.to_sss() + return precon.ssor(matrix), matrix diff --git a/fipy/solvers/scipy/preconditioners/iluPreconditioner.py b/fipy/solvers/scipy/preconditioners/iluPreconditioner.py index 519577cb0e..6fb01b6202 100644 --- a/fipy/solvers/scipy/preconditioners/iluPreconditioner.py +++ b/fipy/solvers/scipy/preconditioners/iluPreconditioner.py @@ -1,7 +1,4 @@ -# Adapted from https://stackoverflow.com/q/46876951/2019542 - from __future__ import unicode_literals -from builtins import object __docformat__ = 'restructuredtext' __all__ = ["ILUPreconditioner"] @@ -10,12 +7,17 @@ from scipy.sparse.linalg import LinearOperator, spilu -from .preconditioner import Preconditioner +from .scipyPreconditioner import ScipyPreconditioner + +class ILUPreconditioner(ScipyPreconditioner): + """ILU preconditioner for :class:`~fipy.solvers.scipy.scipySolver.ScipySolver`. -class ILUPreconditioner(Preconditioner): + Wrapper class for :func:`scipy.sparse.linalg.spilu`. + Adapted from https://stackoverflow.com/q/46876951/2019542. + """ - def _applyToMatrix(self, A): - ilu = spilu(A.tocsc()) + def _applyToMatrix(self, matrix): + ilu = spilu(matrix.tocsc()) Mx = lambda x: ilu.solve(x) - return LinearOperator(A.shape, Mx) + return LinearOperator(matrix.shape, Mx), matrix diff --git a/fipy/solvers/scipy/preconditioners/jacobiPreconditioner.py b/fipy/solvers/scipy/preconditioners/jacobiPreconditioner.py index c4074ffdc5..578fc9645d 100644 --- a/fipy/solvers/scipy/preconditioners/jacobiPreconditioner.py +++ b/fipy/solvers/scipy/preconditioners/jacobiPreconditioner.py @@ -1,7 +1,4 @@ -# Adapted from https://stackoverflow.com/q/46876951/2019542 - from __future__ import unicode_literals -from builtins import object __docformat__ = 'restructuredtext' __all__ = ["JacobiPreconditioner"] @@ -11,12 +8,18 @@ from scipy.sparse import diags from scipy.sparse.linalg import LinearOperator, spsolve -from .preconditioner import Preconditioner +from .scipyPreconditioner import ScipyPreconditioner + +class JacobiPreconditioner(ScipyPreconditioner): + """Jacobi preconditioner for :class:`~fipy.solvers.scipy.scipySolver.ScipySolver`. -class JacobiPreconditioner(Preconditioner): + Wrapper class for :func:`scipy.sparse.linalg.spsolve` with `matrix` + diagonal. + Adapted from https://stackoverflow.com/q/46876951/2019542. + """ - def _applyToMatrix(self, A): - P = diags(A.diagonal()).tocsc() + def _applyToMatrix(self, matrix): + P = diags(matrix.diagonal()).tocsc() Mx = lambda x: spsolve(P, x) - return LinearOperator(A.shape, Mx) + return LinearOperator(matrix.shape, Mx), matrix diff --git a/fipy/solvers/scipy/preconditioners/preconditioner.py b/fipy/solvers/scipy/preconditioners/preconditioner.py deleted file mode 100644 index 9f8f38d92a..0000000000 --- a/fipy/solvers/scipy/preconditioners/preconditioner.py +++ /dev/null @@ -1,17 +0,0 @@ -from __future__ import unicode_literals -from builtins import object -__docformat__ = 'restructuredtext' - -__all__ = ["Preconditioner"] -from future.utils import text_to_native_str -__all__ = [text_to_native_str(n) for n in __all__] - -class Preconditioner(object): - """ - The base Preconditioner class. - - .. attention:: This class is abstract. Always create one of its subclasses. - """ - - def _applyToMatrix(self, A): - raise NotImplementedError diff --git a/fipy/solvers/scipy/preconditioners/scipyPreconditioner.py b/fipy/solvers/scipy/preconditioners/scipyPreconditioner.py new file mode 100644 index 0000000000..226d9f5d1f --- /dev/null +++ b/fipy/solvers/scipy/preconditioners/scipyPreconditioner.py @@ -0,0 +1,16 @@ +from __future__ import unicode_literals +__docformat__ = 'restructuredtext' + +from fipy.solvers.preconditioner import MatrixModifyingPreconditioner + +__all__ = ["ScipyPreconditioner"] +from future.utils import text_to_native_str +__all__ = [text_to_native_str(n) for n in __all__] + +class ScipyPreconditioner(MatrixModifyingPreconditioner): + """Base class for preconditioners for :class:`~fipy.solvers.scipy.scipySolver.ScipySolver`. + + .. attention:: This class is abstract. Always create one of its subclasses. + """ + + pass diff --git a/fipy/solvers/scipy/scipyKrylovSolver.py b/fipy/solvers/scipy/scipyKrylovSolver.py index 80157f021f..0efb5e2011 100644 --- a/fipy/solvers/scipy/scipyKrylovSolver.py +++ b/fipy/solvers/scipy/scipyKrylovSolver.py @@ -1,7 +1,9 @@ from __future__ import unicode_literals __docformat__ = 'restructuredtext' -__all__ = [] +__all__ = ["ScipyKrylovSolver"] +from future.utils import text_to_native_str +__all__ = [text_to_native_str(n) for n in __all__] import os import warnings @@ -42,7 +44,7 @@ def _solve_(self, L, x, b): if self.preconditioner is None: M = None else: - M = self.preconditioner._applyToMatrix(A) + M, _ = self.preconditioner._applyToMatrix(A) tolerance_scale, _ = self._adaptTolerance(L, x, b) diff --git a/fipy/solvers/scipy/scipySolver.py b/fipy/solvers/scipy/scipySolver.py index b22027925d..78bcb785be 100644 --- a/fipy/solvers/scipy/scipySolver.py +++ b/fipy/solvers/scipy/scipySolver.py @@ -1,7 +1,9 @@ from __future__ import unicode_literals __docformat__ = 'restructuredtext' -__all__ = [] +__all__ = ["ScipySolver"] +from future.utils import text_to_native_str +__all__ = [text_to_native_str(n) for n in __all__] from scipy.sparse import linalg diff --git a/fipy/solvers/solver.py b/fipy/solvers/solver.py index c5d5950426..6eabc7822a 100644 --- a/fipy/solvers/solver.py +++ b/fipy/solvers/solver.py @@ -127,7 +127,7 @@ def __init__(self, tolerance="default", criterion="default", See :ref:`CONVERGENCE` for more information. iterations : int Maximum number of iterative steps to perform. - precon + precon : ~fipy.solvers.preconditioner.Preconditioner Preconditioner to use. Not all solver suites support preconditioners. """ diff --git a/fipy/solvers/trilinos/preconditioners/__init__.py b/fipy/solvers/trilinos/preconditioners/__init__.py index 64799f88e8..129d479c34 100644 --- a/fipy/solvers/trilinos/preconditioners/__init__.py +++ b/fipy/solvers/trilinos/preconditioners/__init__.py @@ -1,12 +1,25 @@ from __future__ import unicode_literals +from .domDecompPreconditioner import * +from .icPreconditioner import * +from .iluPreconditioner import * +from .jacobiPreconditioner import * from .multilevelDDPreconditioner import * -from .multilevelSAPreconditioner import * from .multilevelDDMLPreconditioner import * from .multilevelNSSAPreconditioner import * -from .jacobiPreconditioner import * -from .icPreconditioner import * -from .domDecompPreconditioner import * +from .multilevelSAPreconditioner import * from .multilevelSGSPreconditioner import * from .multilevelSolverSmootherPreconditioner import * -from .iluPreconditioner import * + +__all__ = [] +__all__.extend(domDecompPreconditioner.__all__) +__all__.extend(icPreconditioner.__all__) +__all__.extend(iluPreconditioner.__all__) +__all__.extend(jacobiPreconditioner.__all__) +__all__.extend(icPreconditioner.__all__) +__all__.extend(multilevelDDPreconditioner.__all__) +__all__.extend(multilevelDDMLPreconditioner.__all__) +__all__.extend(multilevelNSSAPreconditioner.__all__) +__all__.extend(multilevelSAPreconditioner.__all__) +__all__.extend(multilevelSGSPreconditioner.__all__) +__all__.extend(multilevelSolverSmootherPreconditioner.__all__) diff --git a/fipy/solvers/trilinos/preconditioners/domDecompPreconditioner.py b/fipy/solvers/trilinos/preconditioners/domDecompPreconditioner.py index cbb5e2dd0a..24feb88548 100644 --- a/fipy/solvers/trilinos/preconditioners/domDecompPreconditioner.py +++ b/fipy/solvers/trilinos/preconditioners/domDecompPreconditioner.py @@ -3,16 +3,14 @@ from PyTrilinos import AztecOO -from fipy.solvers.trilinos.preconditioners.preconditioner import Preconditioner +from .trilinosPreconditioner import TrilinosPreconditioner __all__ = ["DomDecompPreconditioner"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class DomDecompPreconditioner(Preconditioner): - """ - Domain Decomposition preconditioner for Trilinos solvers. - +class DomDecompPreconditioner(TrilinosPreconditioner): + """Domain Decomposition preconditioner for :class:`~fipy.solvers.trilinos.trilinosSolver.TrilinosSolver`. """ def _applyToSolver(self, solver, matrix): diff --git a/fipy/solvers/trilinos/preconditioners/icPreconditioner.py b/fipy/solvers/trilinos/preconditioners/icPreconditioner.py index 82f4fc2faa..adf4c985d7 100644 --- a/fipy/solvers/trilinos/preconditioners/icPreconditioner.py +++ b/fipy/solvers/trilinos/preconditioners/icPreconditioner.py @@ -3,16 +3,14 @@ from PyTrilinos import IFPACK -from fipy.solvers.trilinos.preconditioners.preconditioner import Preconditioner +from .trilinosPreconditioner import TrilinosPreconditioner __all__ = ["ICPreconditioner"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class ICPreconditioner(Preconditioner): - """ - Incomplete Cholesky Preconditioner from IFPACK for Trilinos Solvers. - +class ICPreconditioner(TrilinosPreconditioner): + """Incomplete Cholesky Preconditioner from IFPACK for :class:`~fipy.solvers.trilinos.trilinosSolver.TrilinosSolver`. """ def _applyToSolver(self, solver, matrix): diff --git a/fipy/solvers/trilinos/preconditioners/iluPreconditioner.py b/fipy/solvers/trilinos/preconditioners/iluPreconditioner.py index 354e33c16a..3ef401ef59 100644 --- a/fipy/solvers/trilinos/preconditioners/iluPreconditioner.py +++ b/fipy/solvers/trilinos/preconditioners/iluPreconditioner.py @@ -10,9 +10,7 @@ __all__ = [text_to_native_str(n) for n in __all__] class ILUPreconditioner(DomDecompPreconditioner): - """ - ILU Domain Decomposition preconditioner for Trilinos solvers. - + """ILU Domain Decomposition preconditioner for :class:`~fipy.solvers.trilinos.trilinosSolver.TrilinosSolver`. """ def _applyToSolver(self, solver, matrix): diff --git a/fipy/solvers/trilinos/preconditioners/jacobiPreconditioner.py b/fipy/solvers/trilinos/preconditioners/jacobiPreconditioner.py index b4ea2912e9..ff074a90c7 100644 --- a/fipy/solvers/trilinos/preconditioners/jacobiPreconditioner.py +++ b/fipy/solvers/trilinos/preconditioners/jacobiPreconditioner.py @@ -3,16 +3,14 @@ from PyTrilinos import AztecOO -from fipy.solvers.trilinos.preconditioners.preconditioner import Preconditioner +from .trilinosPreconditioner import TrilinosPreconditioner __all__ = ["JacobiPreconditioner"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class JacobiPreconditioner(Preconditioner): - """ - Jacobi Preconditioner for Trilinos solvers. - +class JacobiPreconditioner(TrilinosPreconditioner): + """Jacobi preconditioner for :class:`~fipy.solvers.trilinos.trilinosSolver.TrilinosSolver`. """ def _applyToSolver(self, solver, matrix): diff --git a/fipy/solvers/trilinos/preconditioners/multilevelDDMLPreconditioner.py b/fipy/solvers/trilinos/preconditioners/multilevelDDMLPreconditioner.py index b7b7a9d583..4e31696295 100644 --- a/fipy/solvers/trilinos/preconditioners/multilevelDDMLPreconditioner.py +++ b/fipy/solvers/trilinos/preconditioners/multilevelDDMLPreconditioner.py @@ -1,43 +1,43 @@ from __future__ import unicode_literals __docformat__ = 'restructuredtext' -from PyTrilinos import ML - -from fipy.solvers.trilinos.preconditioners.preconditioner import Preconditioner +from .multilevelPreconditioner import MultilevelPreconditioner __all__ = ["MultilevelDDMLPreconditioner"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class MultilevelDDMLPreconditioner(Preconditioner): - """ - Multilevel preconditioner for Trilinos solvers. 3-level algebraic domain decomposition. +class MultilevelDDMLPreconditioner(MultilevelPreconditioner): + """3-level algebraic domain decomposition multilevel preconditioner for :class:`~fipy.solvers.trilinos.trilinosSolver.TrilinosSolver`. """ - def _applyToSolver(self, solver, matrix): - if matrix.NumGlobalNonzeros() <= matrix.NumGlobalRows(): - return - - self.Prec = ML.MultiLevelPreconditioner(matrix, False) - - self.Prec.SetParameterList({text_to_native_str("output"): 0, - text_to_native_str("max levels") : 3, - text_to_native_str("prec type") : text_to_native_str("MGV"), - text_to_native_str("increasing or decreasing") : text_to_native_str("increasing"), - text_to_native_str("aggregation: type") : text_to_native_str("METIS"), - text_to_native_str("aggregation: nodes per aggregate") : 512, - text_to_native_str("aggregation: next-level aggregates per process") : 128, - text_to_native_str("aggregation: damping factor") : 4. / 3., - text_to_native_str("eigen-analysis: type") : text_to_native_str("power-method"), - text_to_native_str("eigen-analysis: iterations") : 20, - text_to_native_str("smoother: sweeps") : 1, - text_to_native_str("smoother: pre or post") : text_to_native_str("both"), - text_to_native_str("smoother: type") : text_to_native_str("Aztec"), - text_to_native_str("smoother: Aztec as solver") : False, - text_to_native_str("coarse: type") : text_to_native_str("Amesos-KLU"), - text_to_native_str("coarse: max size") : 128 - }) - - self.Prec.ComputePreconditioner() - - solver.SetPrecOperator(self.Prec) + def __init__(self, levels=3): + """ + + Parameters + ---------- + levels : int + Maximum number of levels + """ + self.levels = levels + + @property + def _parameterList(self): + return { + "output": 0, + "max levels": self.levels, + "prec type": "MGV", + "increasing or decreasing": "increasing", + "aggregation: type": "METIS", + "aggregation: nodes per aggregate": 512, + "aggregation: next-level aggregates per process": 128, + "aggregation: damping factor" : 4. / 3., + "eigen-analysis: type": "power-method", + "eigen-analysis: iterations": 20, + "smoother: sweeps": 1, + "smoother: pre or post": "both", + "smoother: type": "Aztec", + "smoother: Aztec as solver": False, + "coarse: type": "Amesos-KLU", + "coarse: max size": 128 + } diff --git a/fipy/solvers/trilinos/preconditioners/multilevelDDPreconditioner.py b/fipy/solvers/trilinos/preconditioners/multilevelDDPreconditioner.py index 2dcd19e4ce..81394a5ef2 100644 --- a/fipy/solvers/trilinos/preconditioners/multilevelDDPreconditioner.py +++ b/fipy/solvers/trilinos/preconditioners/multilevelDDPreconditioner.py @@ -1,43 +1,42 @@ from __future__ import unicode_literals __docformat__ = 'restructuredtext' -from PyTrilinos import ML - -from fipy.solvers.trilinos.preconditioners.preconditioner import Preconditioner +from .multilevelPreconditioner import MultilevelPreconditioner __all__ = ["MultilevelDDPreconditioner"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class MultilevelDDPreconditioner(Preconditioner): - """ - Multilevel preconditioner for Trilinos solvers. A classical smoothed - aggregation-based 2-level domain decomposition. +class MultilevelDDPreconditioner(MultilevelPreconditioner): + """Classical smoothed aggregation-based 2-level domain decomposition preconditioner for :class:`~fipy.solvers.trilinos.trilinosSolver.TrilinosSolver`. """ - def _applyToSolver(self, solver, matrix): - if matrix.NumGlobalNonzeros() <= matrix.NumGlobalRows(): - return - - self.Prec = ML.MultiLevelPreconditioner(matrix, False) - - self.Prec.SetParameterList({text_to_native_str("output"): 0, - text_to_native_str("max levels") : 2, - text_to_native_str("prec type") : text_to_native_str("MGV"), - text_to_native_str("increasing or decreasing") : text_to_native_str("increasing"), - text_to_native_str("aggregation: type") : text_to_native_str("METIS"), - text_to_native_str("aggregation: local aggregates") : 1, - text_to_native_str("aggregation: damping factor") : 4. / 3., - text_to_native_str("eigen-analysis: type") : text_to_native_str("power-method"), - text_to_native_str("eigen-analysis: iterations") : 20, - text_to_native_str("smoother: sweeps") : 1, - text_to_native_str("smoother: pre or post") : text_to_native_str("both"), - text_to_native_str("smoother: type") : text_to_native_str("Aztec"), - text_to_native_str("smoother: Aztec as solver") : False, - text_to_native_str("coarse: type") : text_to_native_str("Amesos-KLU"), - text_to_native_str("coarse: max size") : 128 - }) - - self.Prec.ComputePreconditioner() - - solver.SetPrecOperator(self.Prec) + def __init__(self, levels=2): + """ + + Parameters + ---------- + levels : int + Maximum number of levels + """ + self.levels = levels + + @property + def _parameterList(self): + return { + "output": 0, + "max levels": self.levels, + "prec type": "MGV", + "increasing or decreasing": "increasing", + "aggregation: type": "METIS", + "aggregation: local aggregates": 1, + "aggregation: damping factor" : 4. / 3., + "eigen-analysis: type": "power-method", + "eigen-analysis: iterations": 20, + "smoother: sweeps": 1, + "smoother: pre or post": "both", + "smoother: type": "Aztec", + "smoother: Aztec as solver": False, + "coarse: type": "Amesos-KLU", + "coarse: max size": 128 + } diff --git a/fipy/solvers/trilinos/preconditioners/multilevelNSSAPreconditioner.py b/fipy/solvers/trilinos/preconditioners/multilevelNSSAPreconditioner.py index 5c3bc24b44..8e7a64dc66 100644 --- a/fipy/solvers/trilinos/preconditioners/multilevelNSSAPreconditioner.py +++ b/fipy/solvers/trilinos/preconditioners/multilevelNSSAPreconditioner.py @@ -1,41 +1,33 @@ from __future__ import unicode_literals __docformat__ = 'restructuredtext' -from PyTrilinos import ML - -from fipy.solvers.trilinos.preconditioners.preconditioner import Preconditioner +from .multilevelPreconditioner import MultilevelPreconditioner __all__ = ["MultilevelNSSAPreconditioner"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class MultilevelNSSAPreconditioner(Preconditioner): - """ - Energy-based minimizing smoothed aggregation suitable for highly - convective non-symmetric fluid flow problems. - """ - def _applyToSolver(self, solver, matrix): - if matrix.NumGlobalNonzeros() <= matrix.NumGlobalRows(): - return - - self.Prec = ML.MultiLevelPreconditioner(matrix, False) - - self.Prec.SetParameterList({text_to_native_str("output"): 0, - text_to_native_str("max levels") : 10, - text_to_native_str("prec type") : text_to_native_str("MGW"), - text_to_native_str("increasing or decreasing") : text_to_native_str("increasing"), - text_to_native_str("aggregation: type") : text_to_native_str("Uncoupled-MIS"), - text_to_native_str("energy minimization: enable") : True, - text_to_native_str("eigen-analysis: type") : text_to_native_str("power-method"), - text_to_native_str("eigen-analysis: iterations") : 20, - text_to_native_str("smoother: sweeps") : 4, - text_to_native_str("smoother: damping factor") : 0.67, - text_to_native_str("smoother: pre or post") : text_to_native_str("post"), - text_to_native_str("smoother: type") : text_to_native_str("symmetric Gauss-Seidel"), - text_to_native_str("coarse: type") : text_to_native_str("Amesos-KLU"), - text_to_native_str("coarse: max size") : 256 - }) +class MultilevelNSSAPreconditioner(MultilevelPreconditioner): + """Energy-based minimizing smoothed aggregation preconditioner for :class:`~fipy.solvers.trilinos.trilinosSolver.TrilinosSolver`. - self.Prec.ComputePreconditioner() + Suitable for highly convective non-symmetric fluid flow problems. + """ - solver.SetPrecOperator(self.Prec) + @property + def _parameterList(self): + return { + "output": 0, + "max levels": self.levels, + "prec type": "MGW", + "increasing or decreasing": "increasing", + "aggregation: type": "Uncoupled-MIS", + "energy minimization: enable": True, + "eigen-analysis: type": "power-method", + "eigen-analysis: iterations": 20, + "smoother: sweeps": 4, + "smoother: damping factor": 0.67, + "smoother: pre or post": "post", + "smoother: type": "symmetric Gauss-Seidel", + "coarse: type": "Amesos-KLU", + "coarse: max size": 256 + } diff --git a/fipy/solvers/trilinos/preconditioners/multilevelPreconditioner.py b/fipy/solvers/trilinos/preconditioners/multilevelPreconditioner.py new file mode 100644 index 0000000000..395b5e8bc4 --- /dev/null +++ b/fipy/solvers/trilinos/preconditioners/multilevelPreconditioner.py @@ -0,0 +1,48 @@ +from __future__ import unicode_literals +__docformat__ = 'restructuredtext' + +from PyTrilinos import ML + +from .trilinosPreconditioner import TrilinosPreconditioner + +__all__ = ["MultilevelPreconditioner"] +from future.utils import text_to_native_str +__all__ = [text_to_native_str(n) for n in __all__] + +class MultilevelPreconditioner(TrilinosPreconditioner): + """Base class for multilevel preconditioners for :class:`~fipy.solvers.trilinos.trilinosSolver.TrilinosSolver`. + """ + + def __init__(self, levels=10): + """ + Parameters + ---------- + levels : int + Maximum number of levels + """ + self.levels = levels + + @property + def _parameterList(self): + """Trilinos preconditioner parameters. + + Implemented as a property to avoid + `side-effects `_. + + Returns + ------- + dict + """ + raise NotImplementedError + + def _applyToSolver(self, solver, matrix): + if matrix.NumGlobalNonzeros() <= matrix.NumGlobalRows(): + return + + self.Prec = ML.MultiLevelPreconditioner(matrix, False) + + self.Prec.SetParameterList(self._parameterList) + + self.Prec.ComputePreconditioner() + + solver.SetPrecOperator(self.Prec) diff --git a/fipy/solvers/trilinos/preconditioners/multilevelSAPreconditioner.py b/fipy/solvers/trilinos/preconditioners/multilevelSAPreconditioner.py index d5442f1e01..18d6c8c2c2 100644 --- a/fipy/solvers/trilinos/preconditioners/multilevelSAPreconditioner.py +++ b/fipy/solvers/trilinos/preconditioners/multilevelSAPreconditioner.py @@ -1,47 +1,34 @@ from __future__ import unicode_literals __docformat__ = 'restructuredtext' -from PyTrilinos import ML - -from fipy.solvers.trilinos.preconditioners.preconditioner import Preconditioner +from .multilevelPreconditioner import MultilevelPreconditioner __all__ = ["MultilevelSAPreconditioner"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class MultilevelSAPreconditioner(Preconditioner): - """ - Multilevel preconditioner for Trilinos solvers suitable classical - smoothed aggregation for symmetric positive definite or nearly - symmetric positive definite systems. - """ - - def _applyToSolver(self, solver, matrix): - if matrix.NumGlobalNonzeros() <= matrix.NumGlobalRows(): - return +class MultilevelSAPreconditioner(MultilevelPreconditioner): + """Classical smoothed aggregation multilevel preconditioner for :class:`~fipy.solvers.trilinos.trilinosSolver.TrilinosSolver`. - self.Prec = ML.MultiLevelPreconditioner(matrix, False) - - self.Prec.SetParameterList({text_to_native_str("output"): 0, - text_to_native_str("max levels") : 10, - text_to_native_str("prec type") : text_to_native_str("MGV"), - text_to_native_str("increasing or decreasing") : text_to_native_str("increasing"), - text_to_native_str("aggregation: type") : text_to_native_str("Uncoupled-MIS"), - text_to_native_str("aggregation: damping factor") : 4. / 3., -## "energy minimization: enable" : False, -## "smoother: type" : "Aztec", -## "smoother: type" : "symmetric Gauss-Seidel", -## "eigen-analysis: type" : "power-method", - text_to_native_str("eigen-analysis: type") : text_to_native_str("cg"), - text_to_native_str("eigen-analysis: iterations") : 10, - text_to_native_str("smoother: sweeps") : 2, - text_to_native_str("smoother: damping factor") : 1.0, - text_to_native_str("smoother: pre or post") : text_to_native_str("both"), - text_to_native_str("smoother: type") : text_to_native_str("symmetric Gauss-Seidel"), - text_to_native_str("coarse: type") : text_to_native_str("Amesos-KLU"), - text_to_native_str("coarse: max size") : 128 - }) - - self.Prec.ComputePreconditioner() + Suitable for symmetric positive definite or nearly symmetric positive + definite systems. + """ - solver.SetPrecOperator(self.Prec) + @property + def _parameterList(self): + return { + "output": 0, + "max levels": self.levels, + "prec type": "MGV", + "increasing or decreasing": "increasing", + "aggregation: type": "Uncoupled-MIS", + "aggregation: damping factor" : 4. / 3., + "eigen-analysis: type": "cg", + "eigen-analysis: iterations": 10, + "smoother: sweeps": 2, + "smoother: damping factor": 1.0, + "smoother: pre or post": "both", + "smoother: type": "symmetric Gauss-Seidel", + "coarse: type": "Amesos-KLU", + "coarse: max size": 128 + } diff --git a/fipy/solvers/trilinos/preconditioners/multilevelSGSPreconditioner.py b/fipy/solvers/trilinos/preconditioners/multilevelSGSPreconditioner.py index 96e68c9922..de3c98c848 100644 --- a/fipy/solvers/trilinos/preconditioners/multilevelSGSPreconditioner.py +++ b/fipy/solvers/trilinos/preconditioners/multilevelSGSPreconditioner.py @@ -1,32 +1,20 @@ from __future__ import unicode_literals __docformat__ = 'restructuredtext' -from PyTrilinos import ML - -from fipy.solvers.trilinos.preconditioners.preconditioner import Preconditioner +from .multilevelPreconditioner import MultilevelPreconditioner __all__ = ["MultilevelSGSPreconditioner"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class MultilevelSGSPreconditioner(Preconditioner): - """ - Multilevel preconditioner for Trilinos solvers using Symmetric Gauss-Seidel smoothing. - +class MultilevelSGSPreconditioner(MultilevelPreconditioner): + """Multilevel preconditioner using Symmetric Gauss-Seidel smoothing for :class:`~fipy.solvers.trilinos.trilinosSolver.TrilinosSolver`. """ - def __init__(self, levels=10): - """ - Initialize the multilevel preconditioner - - - `levels`: Maximum number of levels - """ - self.levels = levels - - def _applyToSolver(self, solver, matrix): - if matrix.NumGlobalNonzeros() <= matrix.NumGlobalRows(): - return - self.Prec = ML.MultiLevelPreconditioner(matrix, False) - self.Prec.SetParameterList({text_to_native_str("output"): 0, text_to_native_str("smoother: type") : text_to_native_str("symmetric Gauss-Seidel")}) - self.Prec.ComputePreconditioner() - solver.SetPrecOperator(self.Prec) + @property + def _parameterList(self): + return { + "output": 0, + "max levels": self.levels, + "smoother: type": "symmetric Gauss-Seidel", + } diff --git a/fipy/solvers/trilinos/preconditioners/multilevelSolverSmootherPreconditioner.py b/fipy/solvers/trilinos/preconditioners/multilevelSolverSmootherPreconditioner.py index 956e7b1b66..254df0e46e 100644 --- a/fipy/solvers/trilinos/preconditioners/multilevelSolverSmootherPreconditioner.py +++ b/fipy/solvers/trilinos/preconditioners/multilevelSolverSmootherPreconditioner.py @@ -3,31 +3,21 @@ from PyTrilinos import ML -from fipy.solvers.trilinos.preconditioners.preconditioner import Preconditioner +from .multilevelPreconditioner import MultilevelPreconditioner __all__ = ["MultilevelSolverSmootherPreconditioner"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -class MultilevelSolverSmootherPreconditioner(Preconditioner): +class MultilevelSolverSmootherPreconditioner(MultilevelPreconditioner): + """Multilevel preconditioner using Aztec solvers as smoothers for :class:`~fipy.solvers.trilinos.trilinosSolver.TrilinosSolver`. """ - Multilevel preconditioner for Trilinos solvers using Aztec solvers - as smoothers. - """ - def __init__(self, levels=10): - """ - Initialize the multilevel preconditioner - - - `levels`: Maximum number of levels - """ - self.levels = levels - - def _applyToSolver(self, solver, matrix): - if matrix.NumGlobalNonzeros() <= matrix.NumGlobalRows(): - return - - self.Prec = ML.MultiLevelPreconditioner(matrix, False) - self.Prec.SetParameterList({text_to_native_str("output"): 0, text_to_native_str("smoother: type") : text_to_native_str("Aztec"), text_to_native_str("smoother: Aztec as solver") : True}) - self.Prec.ComputePreconditioner() - solver.SetPrecOperator(self.Prec) + @property + def _parameterList(self): + return { + "output": 0, + "max levels": self.levels, + "smoother: type": "Aztec", + "smoother: Aztec as solver": True + } diff --git a/fipy/solvers/trilinos/preconditioners/preconditioner.py b/fipy/solvers/trilinos/preconditioners/preconditioner.py deleted file mode 100644 index 6e516f7e2c..0000000000 --- a/fipy/solvers/trilinos/preconditioners/preconditioner.py +++ /dev/null @@ -1,17 +0,0 @@ -from __future__ import unicode_literals -from builtins import object -__docformat__ = 'restructuredtext' - -__all__ = ["Preconditioner"] -from future.utils import text_to_native_str -__all__ = [text_to_native_str(n) for n in __all__] - -class Preconditioner(object): - """ - The base Preconditioner class. - - .. attention:: This class is abstract. Always create one of its subclasses. - """ - - def _applyToSolver(self, solver, matrix): - raise NotImplementedError diff --git a/fipy/solvers/trilinos/preconditioners/trilinosPreconditioner.py b/fipy/solvers/trilinos/preconditioners/trilinosPreconditioner.py new file mode 100644 index 0000000000..597765e01e --- /dev/null +++ b/fipy/solvers/trilinos/preconditioners/trilinosPreconditioner.py @@ -0,0 +1,16 @@ +from __future__ import unicode_literals +__docformat__ = 'restructuredtext' + +from fipy.solvers.preconditioner import SolverModifyingPreconditioner + +__all__ = ["TrilinosPreconditioner"] +from future.utils import text_to_native_str +__all__ = [text_to_native_str(n) for n in __all__] + +class TrilinosPreconditioner(SolverModifyingPreconditioner): + """Base class of preconditioners for :class:`~fipy.solvers.trilinos.trilinosSolver.TrilinosSolver`. + + .. attention:: This class is abstract. Always create one of its subclasses. + """ + + pass From 78493e3067813ad9be0c105bf773be2fd5d021da Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sat, 11 Nov 2023 13:15:59 -0500 Subject: [PATCH 236/303] Add custom DivergenceWarning --- fipy/solvers/convergence.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/fipy/solvers/convergence.py b/fipy/solvers/convergence.py index 101bfe6af3..b8022c08a1 100644 --- a/fipy/solvers/convergence.py +++ b/fipy/solvers/convergence.py @@ -46,6 +46,11 @@ def __init__(cls, name, bases, dct): if hasattr(cls, "status_name") and hasattr(cls, "suite"): cls.name_registry[(cls.suite, cls.status_name)] = cls +class DivergenceWarning(UserWarning): + def __init__(self, divergence): + msg = "msg={status_name}, code={status_code}, residual={residual}".format(**divergence.info) + super(DivergenceWarning, self).__init__(msg) + class ConvergenceBase(with_metaclass(_ConvergenceMeta, object)): """Information about whether and why a solver converged. @@ -153,7 +158,7 @@ class Divergence(ConvergenceBase): """ def warn(self): - warnings.warn("({status_code}, {status_name}): {residual}".format(**self.info), stacklevel=5) + warnings.warn(DivergenceWarning(self), stacklevel=5) class IterationDivergence(Divergence): """Exceeded maximum iterations. From b873c7e3f46cb13f8aa3632c2ad8ccc7422b1366 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sat, 18 Nov 2023 17:34:29 -0500 Subject: [PATCH 237/303] Account for LU factorization in solve time --- fipy/solvers/pysparse/linearLUSolver.py | 4 ++-- fipy/solvers/scipy/linearLUSolver.py | 8 ++++---- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/fipy/solvers/pysparse/linearLUSolver.py b/fipy/solvers/pysparse/linearLUSolver.py index cebbf3c854..099cde90f9 100644 --- a/fipy/solvers/pysparse/linearLUSolver.py +++ b/fipy/solvers/pysparse/linearLUSolver.py @@ -63,12 +63,12 @@ def _adaptInitialTolerance(self, L, x, b): return (self._residualNorm(L, x, b), None) def _solve_(self, L, x, b): - LU = superlu.factorize(L.matrix.to_csr()) - tolerance_scale, _ = self._adaptTolerance(L, x, b) self._log.debug("BEGIN solve") + LU = superlu.factorize(L.matrix.to_csr()) + for iteration in range(self.iterations): residualVector, residual = self._residualVectorAndNorm(L, x, b) diff --git a/fipy/solvers/scipy/linearLUSolver.py b/fipy/solvers/scipy/linearLUSolver.py index 13539273eb..4d956f6083 100644 --- a/fipy/solvers/scipy/linearLUSolver.py +++ b/fipy/solvers/scipy/linearLUSolver.py @@ -35,15 +35,15 @@ def _adaptInitialTolerance(self, L, x, b): return (self._residualNorm(L, x, b), None) def _solve_(self, L, x, b): + tolerance_scale, _ = self._adaptTolerance(L, x, b) + + self._log.debug("BEGIN solve") + LU = splu(L.matrix.asformat("csc"), diag_pivot_thresh=1., relax=1, panel_size=10, permc_spec=3) - tolerance_scale, _ = self._adaptTolerance(L, x, b) - - self._log.debug("BEGIN solve") - for iteration in range(min(self.iterations, 10)): residualVector, residual = self._residualVectorAndNorm(L, x, b) From 6605bd677c2948f457ff2583924fffc4ff77f993 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Mon, 20 Nov 2023 17:34:24 -0500 Subject: [PATCH 238/303] Profile sweeping --- fipy/solvers/petsc/petscKrylovSolver.py | 1 + fipy/solvers/pysparse/pysparseSolver.py | 1 + fipy/solvers/scipy/scipyKrylovSolver.py | 1 + fipy/solvers/trilinos/trilinosAztecOOSolver.py | 1 + fipy/terms/term.py | 1 + 5 files changed, 5 insertions(+) diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index 7dc1cbaf8e..99f2ef0363 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -76,6 +76,7 @@ def _adaptPreconditionedTolerance(self, L, x, b): def _adaptNaturalTolerance(self, L, x, b): return (1., PETSc.KSP.NormType.NATURAL) + @profile def _solve_(self, L, x, b): ksp = PETSc.KSP() ksp.create(L.comm) diff --git a/fipy/solvers/pysparse/pysparseSolver.py b/fipy/solvers/pysparse/pysparseSolver.py index 1c69a3d5fd..596e66b658 100644 --- a/fipy/solvers/pysparse/pysparseSolver.py +++ b/fipy/solvers/pysparse/pysparseSolver.py @@ -15,6 +15,7 @@ class PysparseSolver(PysparseMatrixSolver): .. attention:: This class is abstract. Always create one of its subclasses. """ + @profile def _solve_(self, L, x, b): """ `_solve_` is only for use by solvers which may use diff --git a/fipy/solvers/scipy/scipyKrylovSolver.py b/fipy/solvers/scipy/scipyKrylovSolver.py index 0efb5e2011..04bd50f928 100644 --- a/fipy/solvers/scipy/scipyKrylovSolver.py +++ b/fipy/solvers/scipy/scipyKrylovSolver.py @@ -39,6 +39,7 @@ def _adaptInitialTolerance(self, L, x, b): factor = self._residualNorm(L, x, b) / self._rhsNorm(L, x, b) return (factor, None) + @profile def _solve_(self, L, x, b): A = L.matrix if self.preconditioner is None: diff --git a/fipy/solvers/trilinos/trilinosAztecOOSolver.py b/fipy/solvers/trilinos/trilinosAztecOOSolver.py index 1187c8a13a..282fd64791 100644 --- a/fipy/solvers/trilinos/trilinosAztecOOSolver.py +++ b/fipy/solvers/trilinos/trilinosAztecOOSolver.py @@ -38,6 +38,7 @@ def _adaptInitialTolerance(self, L, x, b): def _adaptSolutionTolerance(self, L, x, b): return (1., AztecOO.AZ_sol) + @profile def _solve_(self, L, x, b): Solver = AztecOO.AztecOO(L, x, b) diff --git a/fipy/terms/term.py b/fipy/terms/term.py index d8225cd8df..cc7f754199 100644 --- a/fipy/terms/term.py +++ b/fipy/terms/term.py @@ -191,6 +191,7 @@ def solve(self, var=None, solver=None, boundaryConditions=(), dt=None): self._log.debug("END solve") + @profile def sweep(self, var=None, solver=None, boundaryConditions=(), dt=None, underRelaxation=None, residualFn=None, cacheResidual=False, cacheError=False): r""" Builds and solves the `Term`'s linear system once. This method From 87ed4de351ebeda43bd850082d13c5669dccf84e Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Mon, 20 Nov 2023 18:42:47 -0500 Subject: [PATCH 239/303] Log preconditioning --- fipy/solvers/petsc/petscKrylovSolver.py | 13 +++++++++---- fipy/solvers/pysparse/pysparseSolver.py | 15 +++++++++------ fipy/solvers/scipy/scipyKrylovSolver.py | 16 ++++++++++------ fipy/solvers/trilinos/trilinosAztecOOSolver.py | 3 +++ 4 files changed, 31 insertions(+), 16 deletions(-) diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index 99f2ef0363..c427ea76d1 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -83,10 +83,6 @@ def _solve_(self, L, x, b): ksp.setType(self.solver) if self.criterion != "legacy": ksp.setInitialGuessNonzero(True) - if self.preconditioner is None: - ksp.getPC().setType("none") - else: - self.preconditioner._applyToSolver(solver=ksp, matrix=L) L.assemble() ksp.setOperators(L) @@ -103,6 +99,15 @@ def _solve_(self, L, x, b): max_it=self.iterations) ksp.setNormType(suite_criterion) + self._log.debug("BEGIN precondition") + + if self.preconditioner is None: + ksp.getPC().setType("none") + else: + self.preconditioner._applyToSolver(solver=ksp, matrix=L) + + self._log.debug("END precondition") + ksp.setFromOptions() self._log.debug("BEGIN solve") diff --git a/fipy/solvers/pysparse/pysparseSolver.py b/fipy/solvers/pysparse/pysparseSolver.py index 596e66b658..0bb38286d7 100644 --- a/fipy/solvers/pysparse/pysparseSolver.py +++ b/fipy/solvers/pysparse/pysparseSolver.py @@ -32,19 +32,22 @@ def _solve_(self, L, x, b): Right hand side vector """ + tolerance_scale, _ = self._adaptTolerance(L, x, b) + + # Pysparse returns the relative residual, + # which changes depending on which solver is used + legacy_norm = self._legacyNorm(L, x, b) + A = L.matrix + self._log.debug("BEGIN precondition") + if self.preconditioner is None: P = None else: P, A = self.preconditioner._applyToMatrix(A) - tolerance_scale, _ = self._adaptTolerance(L, x, b) - - # Pysparse returns the relative residual, - # which changes depending on which solver is used - legacy_norm = self._legacyNorm(L, x, b) - + self._log.debug("END precondition") self._log.debug("BEGIN solve") info, iter, relres = self.solveFnc(A, b, x, diff --git a/fipy/solvers/scipy/scipyKrylovSolver.py b/fipy/solvers/scipy/scipyKrylovSolver.py index 04bd50f928..15a4ba8c4c 100644 --- a/fipy/solvers/scipy/scipyKrylovSolver.py +++ b/fipy/solvers/scipy/scipyKrylovSolver.py @@ -41,18 +41,22 @@ def _adaptInitialTolerance(self, L, x, b): @profile def _solve_(self, L, x, b): - A = L.matrix - if self.preconditioner is None: - M = None - else: - M, _ = self.preconditioner._applyToMatrix(A) - tolerance_scale, _ = self._adaptTolerance(L, x, b) self.actualIterations = 0 rtol = self.scale_tolerance(self.tolerance, tolerance_scale) + A = L.matrix + + self._log.debug("BEGIN precondition") + + if self.preconditioner is None: + M = None + else: + M, _ = self.preconditioner._applyToMatrix(A) + + self._log.debug("END precondition") self._log.debug("BEGIN solve") x, info = self.solveFnc(A, b, x, diff --git a/fipy/solvers/trilinos/trilinosAztecOOSolver.py b/fipy/solvers/trilinos/trilinosAztecOOSolver.py index 282fd64791..92995e88fa 100644 --- a/fipy/solvers/trilinos/trilinosAztecOOSolver.py +++ b/fipy/solvers/trilinos/trilinosAztecOOSolver.py @@ -54,11 +54,14 @@ def _solve_(self, L, x, b): Solver.SetAztecOption(AztecOO.AZ_conv, suite_criterion) + self._log.debug("BEGIN precondition") + if self.preconditioner is None: Solver.SetAztecOption(AztecOO.AZ_precond, AztecOO.AZ_none) else: self.preconditioner._applyToSolver(solver=Solver, matrix=L) + self._log.debug("END precondition") self._log.debug("BEGIN solve") output = Solver.Iterate(self.iterations, rtol) From 5682d87f22e948ed496aa4da98d25131a15c5daf Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 21 Nov 2023 09:34:00 -0500 Subject: [PATCH 240/303] Revert "Profile sweeping" This reverts commit 6605bd677c2948f457ff2583924fffc4ff77f993. --- fipy/solvers/petsc/petscKrylovSolver.py | 1 - fipy/solvers/pysparse/pysparseSolver.py | 1 - fipy/solvers/scipy/scipyKrylovSolver.py | 1 - fipy/solvers/trilinos/trilinosAztecOOSolver.py | 1 - fipy/terms/term.py | 1 - 5 files changed, 5 deletions(-) diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index c427ea76d1..aae21da77f 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -76,7 +76,6 @@ def _adaptPreconditionedTolerance(self, L, x, b): def _adaptNaturalTolerance(self, L, x, b): return (1., PETSc.KSP.NormType.NATURAL) - @profile def _solve_(self, L, x, b): ksp = PETSc.KSP() ksp.create(L.comm) diff --git a/fipy/solvers/pysparse/pysparseSolver.py b/fipy/solvers/pysparse/pysparseSolver.py index 0bb38286d7..bb230d10ba 100644 --- a/fipy/solvers/pysparse/pysparseSolver.py +++ b/fipy/solvers/pysparse/pysparseSolver.py @@ -15,7 +15,6 @@ class PysparseSolver(PysparseMatrixSolver): .. attention:: This class is abstract. Always create one of its subclasses. """ - @profile def _solve_(self, L, x, b): """ `_solve_` is only for use by solvers which may use diff --git a/fipy/solvers/scipy/scipyKrylovSolver.py b/fipy/solvers/scipy/scipyKrylovSolver.py index 15a4ba8c4c..6e05eadee7 100644 --- a/fipy/solvers/scipy/scipyKrylovSolver.py +++ b/fipy/solvers/scipy/scipyKrylovSolver.py @@ -39,7 +39,6 @@ def _adaptInitialTolerance(self, L, x, b): factor = self._residualNorm(L, x, b) / self._rhsNorm(L, x, b) return (factor, None) - @profile def _solve_(self, L, x, b): tolerance_scale, _ = self._adaptTolerance(L, x, b) diff --git a/fipy/solvers/trilinos/trilinosAztecOOSolver.py b/fipy/solvers/trilinos/trilinosAztecOOSolver.py index 92995e88fa..89d71b16de 100644 --- a/fipy/solvers/trilinos/trilinosAztecOOSolver.py +++ b/fipy/solvers/trilinos/trilinosAztecOOSolver.py @@ -38,7 +38,6 @@ def _adaptInitialTolerance(self, L, x, b): def _adaptSolutionTolerance(self, L, x, b): return (1., AztecOO.AZ_sol) - @profile def _solve_(self, L, x, b): Solver = AztecOO.AztecOO(L, x, b) diff --git a/fipy/terms/term.py b/fipy/terms/term.py index cc7f754199..d8225cd8df 100644 --- a/fipy/terms/term.py +++ b/fipy/terms/term.py @@ -191,7 +191,6 @@ def solve(self, var=None, solver=None, boundaryConditions=(), dt=None): self._log.debug("END solve") - @profile def sweep(self, var=None, solver=None, boundaryConditions=(), dt=None, underRelaxation=None, residualFn=None, cacheResidual=False, cacheError=False): r""" Builds and solves the `Term`'s linear system once. This method From 51e1f605d1aea77619025e69757f1697d8c13e47 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 19 Dec 2023 19:11:15 -0500 Subject: [PATCH 241/303] Cache row and column IDs --- fipy/matrices/sparseMatrix.py | 16 ++++++++++++---- 1 file changed, 12 insertions(+), 4 deletions(-) diff --git a/fipy/matrices/sparseMatrix.py b/fipy/matrices/sparseMatrix.py index 69ea15a2cf..3b99b757ed 100644 --- a/fipy/matrices/sparseMatrix.py +++ b/fipy/matrices/sparseMatrix.py @@ -197,11 +197,15 @@ def _cellIDsToLocalRowIDs(self, IDs): @property def globalNonOverlappingRowIDs(self): - return self._cellIDsToGlobalRowIDs(self.mesh._globalNonOverlappingCellIDs) + if not hasattr(self, "_globalNonOverlappingRowIDs"): + self._globalNonOverlappingRowIDs = self._cellIDsToGlobalRowIDs(self.mesh._globalNonOverlappingCellIDs) + return self._globalNonOverlappingRowIDs @property def globalOverlappingRowIDs(self): - return self._cellIDsToGlobalRowIDs(self.mesh._globalOverlappingCellIDs) + if not hasattr(self, "_globalOverlappingRowIDs"): + self._globalOverlappingRowIDs = self._cellIDsToGlobalRowIDs(self.mesh._globalOverlappingCellIDs) + return self._globalOverlappingRowIDs @property def localNonOverlappingRowIDs(self): @@ -217,11 +221,15 @@ def _cellIDsToLocalColIDs(self, IDs): @property def globalNonOverlappingColIDs(self): - return self._cellIDsToGlobalColIDs(self.mesh._globalNonOverlappingCellIDs) + if not hasattr(self, "_globalNonOverlappingColIDs"): + self._globalNonOverlappingColIDs = self._cellIDsToGlobalColIDs(self.mesh._globalNonOverlappingCellIDs) + return self._globalNonOverlappingColIDs @property def globalOverlappingColIDs(self): - return self._cellIDsToGlobalColIDs(self.mesh._globalOverlappingCellIDs) + if not hasattr(self, "_globalOverlappingColIDs"): + self._globalOverlappingColIDs = self._cellIDsToGlobalColIDs(self.mesh._globalOverlappingCellIDs) + return self._globalOverlappingColIDs @property def localOverlappingColIDs(self): From a315c0e478d53858e9cd943659359742d649965a Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 20 Dec 2023 15:10:26 -0500 Subject: [PATCH 242/303] Remove `in1d()` to make `_getStencil_()` more efficient --- fipy/matrices/sparseMatrix.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/fipy/matrices/sparseMatrix.py b/fipy/matrices/sparseMatrix.py index 3b99b757ed..51ccbe240a 100644 --- a/fipy/matrices/sparseMatrix.py +++ b/fipy/matrices/sparseMatrix.py @@ -242,14 +242,12 @@ def localNonOverlappingColIDs(self): def _getStencil_(self, id1, id2, globalOverlappihgIDs, globalNonOverlappihgIDs, overlapping=False): - id1 = globalOverlappihgIDs[id1] - if overlapping: mask = numerix.ones(id1.shape, dtype=bool) else: - mask = numerix.in1d(id1, globalNonOverlappihgIDs) + mask = self.bodies[id1] - id1 = self.matrix()._mesh2matrix(id1[mask]) + id1 = self.matrix()._mesh2matrix(globalOverlappihgIDs[id1][mask]) id2 = numerix.asarray(id2)[mask] return id1, id2, mask From 2054173bfd18777866ab3bb11a12cc2166d4598d Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 20 Dec 2023 15:29:40 -0500 Subject: [PATCH 243/303] Remove `in1d()` to make `bodies` more efficient --- fipy/matrices/sparseMatrix.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/fipy/matrices/sparseMatrix.py b/fipy/matrices/sparseMatrix.py index 51ccbe240a..06a2c0e1de 100644 --- a/fipy/matrices/sparseMatrix.py +++ b/fipy/matrices/sparseMatrix.py @@ -281,8 +281,9 @@ def globalVectorAndIDs(self, vector, id1, id2, overlapping=False): @property def bodies(self): if self._bodies is None: - self._bodies = numerix.in1d(self.mesh._globalOverlappingCellIDs, - self.mesh._globalNonOverlappingCellIDs) + self._bodies = numerix.zeros(self.mesh._localOverlappingCellIDs.shape, + dtype=bool) + self._bodies[self.mesh._localNonOverlappingCellIDs] = True return self._bodies @property From 56da1509ece7e67ba46c53c8014801f1266353ad Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 20 Dec 2023 16:27:17 -0500 Subject: [PATCH 244/303] Refactor id1 conversion into two steps --- fipy/matrices/sparseMatrix.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/fipy/matrices/sparseMatrix.py b/fipy/matrices/sparseMatrix.py index 06a2c0e1de..1512ebf769 100644 --- a/fipy/matrices/sparseMatrix.py +++ b/fipy/matrices/sparseMatrix.py @@ -247,7 +247,8 @@ def _getStencil_(self, id1, id2, else: mask = self.bodies[id1] - id1 = self.matrix()._mesh2matrix(globalOverlappihgIDs[id1][mask]) + id1 = globalOverlappihgIDs[id1][mask] + id1 = self.matrix()._mesh2matrix(id1) id2 = numerix.asarray(id2)[mask] return id1, id2, mask From 78f108d168430c4b1df67cdb1f80c371244a03df Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Mon, 18 Dec 2023 19:30:20 -0500 Subject: [PATCH 245/303] Use __iadd__ for __iadd__ --- fipy/matrices/petscMatrix.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/fipy/matrices/petscMatrix.py b/fipy/matrices/petscMatrix.py index ad6191c3a3..07a368e9dc 100644 --- a/fipy/matrices/petscMatrix.py +++ b/fipy/matrices/petscMatrix.py @@ -47,7 +47,7 @@ def __iadd__(self, other): self.matrix.assemble() if other != 0: other.matrix.assemble() - self.matrix = self.matrix + other.matrix + self.matrix += other.matrix return self def __add__(self, other): From d2eb7ca0da6c82402f137c96b90272e1b384e2da Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Mon, 18 Dec 2023 18:07:55 -0500 Subject: [PATCH 246/303] Cache matrix - Zero matrix - Keep nonzero pattern --- fipy/matrices/petscMatrix.py | 4 ++++ fipy/solvers/petsc/petscSolver.py | 2 +- fipy/terms/abstractDiffusionTerm.py | 4 ++-- fipy/terms/binaryTerm.py | 2 +- fipy/terms/cellTerm.py | 2 +- fipy/terms/coupledBinaryTerm.py | 2 +- fipy/terms/faceTerm.py | 2 +- fipy/terms/term.py | 8 ++++++++ 8 files changed, 19 insertions(+), 7 deletions(-) diff --git a/fipy/matrices/petscMatrix.py b/fipy/matrices/petscMatrix.py index 07a368e9dc..08cd0ad137 100644 --- a/fipy/matrices/petscMatrix.py +++ b/fipy/matrices/petscMatrix.py @@ -511,6 +511,9 @@ def T(self): self.matrix.assemble() return _PETScMatrix(matrix=self.matrix.transpose()) + def zeroEntries(self): + self.matrix.zeroEntries() + class _PETScMatrixFromShape(_PETScMatrix): def __init__(self, rows, cols, @@ -550,6 +553,7 @@ def __init__(self, rows, cols, if isinstance(nonZerosPerRow, Iterable): nonZerosPerRow = numerix.asarray(nonZerosPerRow, dtype=PETSc.IntType) matrix.setPreallocationNNZ(nonZerosPerRow) + matrix.setOption(matrix.Option.KEEP_NONZERO_PATTERN, True) if not exactNonZeros: matrix.setOption(matrix.Option.NEW_NONZERO_ALLOCATION_ERR, False) diff --git a/fipy/solvers/petsc/petscSolver.py b/fipy/solvers/petsc/petscSolver.py index 62b46d2208..835e52bbdd 100644 --- a/fipy/solvers/petsc/petscSolver.py +++ b/fipy/solvers/petsc/petscSolver.py @@ -77,7 +77,7 @@ def _solve(self): value = self.matrix._petsc2fipyGhost(vec=overlappingVector) self.var.value = numerix.reshape(value, self.var.shape) - self._deleteGlobalMatrixAndVectors() +# self._deleteGlobalMatrixAndVectors() del self.var del self.RHSvector diff --git a/fipy/terms/abstractDiffusionTerm.py b/fipy/terms/abstractDiffusionTerm.py index b6241d9ffe..9096e3596e 100644 --- a/fipy/terms/abstractDiffusionTerm.py +++ b/fipy/terms/abstractDiffusionTerm.py @@ -190,7 +190,7 @@ def __getCoefficientMatrix(self, SparseMatrix, var, coeff): ## print 'id2',id2 facesPerCell = mesh._facesPerCell[..., mesh._localNonOverlappingCellIDs] - coefficientMatrix = SparseMatrix(mesh=mesh, nonZerosPerRow=facesPerCell + 1) + coefficientMatrix = self._getMatrix(SparseMatrix=SparseMatrix, mesh=mesh, nonZerosPerRow=facesPerCell + 1) interiorCoeff = numerix.take(coeff, interiorFaces, axis=-1).ravel() coefficientMatrix.addAt(interiorCoeff, id1.ravel(), id1.swapaxes(0, 1).ravel()) coefficientMatrix.addAt(-interiorCoeff, id1.ravel(), id2.swapaxes(0, 1).ravel()) @@ -209,7 +209,7 @@ def __getCoefficientMatrix(self, SparseMatrix, var, coeff): ## ## print interiorCoeff[:,:,0] ## ## print interiorCoeff[:,:,1] -## coefficientMatrix = SparseMatrix(mesh=mesh, nonZerosPerRow=mesh._facesPerCell + 1) +## coefficientMatrix = self._getMatrix(SparseMatrix=SparseMatrix, mesh=mesh, nonZerosPerRow=mesh._facesPerCell + 1) ## ## print 'numerix.sum(interiorCoeff, -2)',numerix.sum(interiorCoeff, -2) ## ## print numerix.sum(interiorCoeff, -2).ravel() diff --git a/fipy/terms/binaryTerm.py b/fipy/terms/binaryTerm.py index 085248584a..0acd3aecce 100644 --- a/fipy/terms/binaryTerm.py +++ b/fipy/terms/binaryTerm.py @@ -20,7 +20,7 @@ def _buildAndAddMatrices(self, var, SparseMatrix, boundaryConditions=(), dt=Non """ - matrix = SparseMatrix(mesh=var.mesh) + matrix = self._getMatrix(SparseMatrix=SparseMatrix, mesh=var.mesh) RHSvector = 0 for term in (self.term, self.other): diff --git a/fipy/terms/cellTerm.py b/fipy/terms/cellTerm.py index d746df6d5e..e117404a44 100644 --- a/fipy/terms/cellTerm.py +++ b/fipy/terms/cellTerm.py @@ -121,7 +121,7 @@ def _buildMatrixNoInline_(self, L, oldArray, b, dt, coeffVectors): def _buildMatrix(self, var, SparseMatrix, boundaryConditions=(), dt=None, transientGeomCoeff=None, diffusionGeomCoeff=None): b = numerix.zeros(var.shape, 'd').ravel() - L = SparseMatrix(mesh=var.mesh, nonZerosPerRow=1) + L = self._getMatrix(SparseMatrix=SparseMatrix, mesh=var.mesh, nonZerosPerRow=1) coeffVectors = self._getCoeffVectors_(var=var, transientGeomCoeff=transientGeomCoeff, diffusionGeomCoeff=diffusionGeomCoeff) diff --git a/fipy/terms/coupledBinaryTerm.py b/fipy/terms/coupledBinaryTerm.py index 8b6a46845e..f2aabdcaed 100644 --- a/fipy/terms/coupledBinaryTerm.py +++ b/fipy/terms/coupledBinaryTerm.py @@ -66,7 +66,7 @@ def _buildAndAddMatrices(self, var, SparseMatrix, boundaryConditions=(), dt=Non SparseMatrix = OffsetSparseMatrix(SparseMatrix=SparseMatrix, numberOfVariables=len(self._vars), numberOfEquations=len(self._uncoupledTerms)) - matrix = SparseMatrix(mesh=var.mesh) + matrix = self._getMatrix(SparseMatrix=SparseMatrix, mesh=var.mesh) RHSvectors = [] for equationIndex, uncoupledTerm in enumerate(self._uncoupledTerms): diff --git a/fipy/terms/faceTerm.py b/fipy/terms/faceTerm.py index 351f92b2f8..51719b3801 100644 --- a/fipy/terms/faceTerm.py +++ b/fipy/terms/faceTerm.py @@ -141,7 +141,7 @@ def _buildMatrix(self, var, SparseMatrix, boundaryConditions=(), dt=None, transi b = numerix.zeros(var.shape, 'd').ravel() facesPerCell = mesh._facesPerCell[..., mesh._localNonOverlappingCellIDs] - L = SparseMatrix(mesh=mesh, nonZerosPerRow=facesPerCell + 1) + L = self._getMatrix(SparseMatrix=SparseMatrix, mesh=mesh, nonZerosPerRow=facesPerCell + 1) weight = self._getWeight(var, transientGeomCoeff, diffusionGeomCoeff) diff --git a/fipy/terms/term.py b/fipy/terms/term.py index d8225cd8df..aeced975a7 100644 --- a/fipy/terms/term.py +++ b/fipy/terms/term.py @@ -4,6 +4,7 @@ __docformat__ = 'restructuredtext' import logging +from functools import cache import os from fipy import input @@ -109,6 +110,13 @@ def _getMatrixClass(self, solver, var): return SparseMatrix + def _getMatrix(self, SparseMatrix, mesh, nonZerosPerRow=0): + if not hasattr(self, "_sparsematrix"): + self._sparsematrix = SparseMatrix(mesh=mesh, nonZerosPerRow=nonZerosPerRow) + else: + self._sparsematrix.zeroEntries() + return self._sparsematrix + def _prepareLinearSystem(self, var, solver, boundaryConditions, dt): self._log.debug("BEGIN _prepareLinearSystem") From 97327ffc78819319bd692ab0cd169c41a31e3127 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 22 Dec 2023 09:36:52 -0500 Subject: [PATCH 247/303] Remove import --- fipy/terms/term.py | 1 - 1 file changed, 1 deletion(-) diff --git a/fipy/terms/term.py b/fipy/terms/term.py index aeced975a7..215aef980c 100644 --- a/fipy/terms/term.py +++ b/fipy/terms/term.py @@ -4,7 +4,6 @@ __docformat__ = 'restructuredtext' import logging -from functools import cache import os from fipy import input From ecf1f67d867bf880bfb1aa84c8322605d514db35 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 19 Dec 2023 18:28:28 -0500 Subject: [PATCH 248/303] Make indices appropriate type for matrix --- fipy/matrices/petscMatrix.py | 2 + fipy/matrices/sparseMatrix.py | 2 + fipy/matrices/trilinosMatrix.py | 3 ++ fipy/meshes/abstractMesh.py | 14 ++++-- fipy/meshes/builders/grid2DBuilder.py | 7 +-- fipy/meshes/gmshMesh.py | 23 +++++---- fipy/meshes/mesh.py | 12 +++-- fipy/meshes/mesh1D.py | 4 +- fipy/meshes/mesh2D.py | 4 +- fipy/meshes/topologies/abstractTopology.py | 25 ++++++---- fipy/meshes/topologies/gridTopology.py | 56 ++++++++++++++-------- fipy/meshes/uniformGrid1D.py | 23 +++++---- fipy/meshes/uniformGrid2D.py | 54 ++++++++++++++------- fipy/meshes/uniformGrid3D.py | 46 ++++++++++++------ fipy/terms/abstractConvectionTerm.py | 3 +- fipy/terms/abstractDiffusionTerm.py | 3 +- fipy/terms/advectionTerm.py | 3 +- fipy/terms/cellTerm.py | 3 +- fipy/terms/firstOrderAdvectionTerm.py | 2 +- 19 files changed, 191 insertions(+), 98 deletions(-) diff --git a/fipy/matrices/petscMatrix.py b/fipy/matrices/petscMatrix.py index 08cd0ad137..1f61b94096 100644 --- a/fipy/matrices/petscMatrix.py +++ b/fipy/matrices/petscMatrix.py @@ -14,6 +14,8 @@ class _PETScMatrix(_SparseMatrix): + INDEX_TYPE = PETSc.IntType + def __init__(self, matrix): """Creates a wrapper for a PETSc matrix diff --git a/fipy/matrices/sparseMatrix.py b/fipy/matrices/sparseMatrix.py index 1512ebf769..ec0dd51771 100644 --- a/fipy/matrices/sparseMatrix.py +++ b/fipy/matrices/sparseMatrix.py @@ -16,6 +16,8 @@ class _SparseMatrix(object): numpyArray = property() _shape = property() + INDEX_TYPE = int + def __init__(self): pass diff --git a/fipy/matrices/trilinosMatrix.py b/fipy/matrices/trilinosMatrix.py index e487c06d48..e9d79f3459 100644 --- a/fipy/matrices/trilinosMatrix.py +++ b/fipy/matrices/trilinosMatrix.py @@ -38,6 +38,9 @@ class _TrilinosMatrix(_SparseMatrix): Allows basic python operations __add__, __sub__ etc. Facilitate matrix populating in an easy way. """ + + INDEX_TYPE = numerix.int32 + def __init__(self, matrix, nonZerosPerRow=None): """ Parameters diff --git a/fipy/meshes/abstractMesh.py b/fipy/meshes/abstractMesh.py index 68a430ecbb..4641bb76d5 100644 --- a/fipy/meshes/abstractMesh.py +++ b/fipy/meshes/abstractMesh.py @@ -16,6 +16,7 @@ from fipy.meshes.representations.abstractRepresentation import _AbstractRepresentation from fipy.meshes.topologies.abstractTopology import _AbstractTopology +from fipy.solvers import _MeshMatrix class MeshAdditionError(Exception): """:class:`Exception` raised when meshes cannot be concatenated.""" @@ -376,13 +377,15 @@ def _getAddedMeshValues(self, other, resolution=1e-2): if diff > 0: other_faceVertexIDs = numerix.append(other_faceVertexIDs, -1 * numerix.ones((diff,) - + other_faceVertexIDs.shape[1:], 'l'), + + other_faceVertexIDs.shape[1:], + _MeshMatrix.INDEX_TYPE), axis=0) other_faceVertexIDs = MA.masked_values(other_faceVertexIDs, -1) elif diff < 0: self_faceVertexIDs = numerix.append(self_faceVertexIDs, -1 * numerix.ones((-diff,) - + self_faceVertexIDs.shape[1:], 'l'), + + self_faceVertexIDs.shape[1:], + _MeshMatrix.INDEX_TYPE), axis=0) self_faceVertexIDs = MA.masked_values(self_faceVertexIDs, -1) @@ -460,13 +463,15 @@ def _getAddedMeshValues(self, other, resolution=1e-2): if diff > 0: other_cellFaceIDs = numerix.append(other_cellFaceIDs, -1 * numerix.ones((diff,) - + other_cellFaceIDs.shape[1:], 'l'), + + other_cellFaceIDs.shape[1:], + _MeshMatrix.INDEX_TYPE), axis=0) other_cellFaceIDs = MA.masked_values(other_cellFaceIDs, -1) elif diff < 0: self_cellFaceIDs = numerix.append(self_cellFaceIDs, -1 * numerix.ones((-diff,) - + self_cellFaceIDs.shape[1:], 'l'), + + self_cellFaceIDs.shape[1:], + _MeshMatrix.INDEX_TYPE), axis=0) self_cellFaceIDs = MA.masked_values(self_cellFaceIDs, -1) @@ -488,6 +493,7 @@ def _getAddedMeshValues(self, other, resolution=1e-2): def interiorFaceIDs(self): if not hasattr(self, '_interiorFaceIDs'): self._interiorFaceIDs = numerix.nonzero(self.interiorFaces)[0] + self._interiorFaceIDs = self._interiorFaceIDs.astype(_MeshMatrix.INDEX_TYPE) return self._interiorFaceIDs @property diff --git a/fipy/meshes/builders/grid2DBuilder.py b/fipy/meshes/builders/grid2DBuilder.py index efff5fe069..49f447b983 100644 --- a/fipy/meshes/builders/grid2DBuilder.py +++ b/fipy/meshes/builders/grid2DBuilder.py @@ -11,6 +11,7 @@ _DOffsets, _UniformOrigin, _NonuniformNumPts) +from fipy.solvers import _MeshMatrix class _Grid2DBuilder(_AbstractGridBuilder): @@ -126,7 +127,7 @@ def createCells(nx, ny, numFaces, numHorizFaces, numVertCols): `cells = (f1, f2, f3, f4)` going anticlockwise. `f1` etc. refer to the faces """ - cellFaceIDs = numerix.zeros((4, nx * ny), 'l') + cellFaceIDs = numerix.zeros((4, nx * ny), _MeshMatrix.INDEX_TYPE) inline._runInline(""" int ID = j * ni + i; @@ -150,8 +151,8 @@ def createCells(nx, ny, numFaces, numHorizFaces, numVertCols): `cells = (f1, f2, f3, f4)` going anticlockwise. `f1` etc. refer to the faces """ - cellFaceIDs = numerix.zeros((4, nx * ny), 'l') - faceIDs = numerix.arange(numFaces) + cellFaceIDs = numerix.zeros((4, nx * ny), dtype=_MeshMatrix.INDEX_TYPE) + faceIDs = numerix.arange(numFaces, dtype=_MeshMatrix.INDEX_TYPE) if numFaces > 0: cellFaceIDs[0,:] = faceIDs[:numHorizFaces - nx] cellFaceIDs[2,:] = cellFaceIDs[0,:] + nx diff --git a/fipy/meshes/gmshMesh.py b/fipy/meshes/gmshMesh.py index 56556b0b9c..f4a0bf1055 100755 --- a/fipy/meshes/gmshMesh.py +++ b/fipy/meshes/gmshMesh.py @@ -27,6 +27,8 @@ from fipy.meshes.mesh2D import Mesh2D from fipy.meshes.topologies.meshTopology import _MeshTopology +from fipy.solvers import _MeshMatrix + __all__ = ["GmshException", "MeshExportError", "gmshVersion", "openMSHFile", "openPOSFile", "GmshFile", "MSHFile", "POSFile", @@ -667,7 +669,7 @@ def _deriveCellsAndFaces(self, cellsToVertIDs, shapeTypes, numCells): maxFaceLen = max([len(f) for f in uniqueFaces]) uniqueFaces = [[-1] * (maxFaceLen - len(f)) + f for f in uniqueFaces] - facesToVertices = nx.array(uniqueFaces, dtype=nx.INT_DTYPE) + facesToVertices = nx.array(uniqueFaces, dtype=_MeshMatrix.INDEX_TYPE) return facesToVertices.swapaxes(0, 1)[::-1], cellsToFaces.swapaxes(0, 1).copy('C'), facesDict @@ -680,7 +682,7 @@ def _translateNodesToVertices(self, entitiesNodes, vertexMap): try: vertIndices = vertexMap[nx.array(entity)] except IndexError: - vertIndices = nx.ones((len(entity),), 'l') * -1 + vertIndices = nx.ones((len(entity),), _MeshMatrix.INDEX_TYPE) * -1 entitiesVertices.append(vertIndices) return entitiesVertices @@ -870,7 +872,7 @@ def read(self): # convert lists of cell vertices to a properly oriented masked array maxVerts = max([len(v) for v in cellsToVertIDs]) # ticket:539 - NumPy 1.7 casts to array before concatenation and empty array defaults to float - cellsToVertIDs = [nx.concatenate((v, nx.array([-1] * (maxVerts-len(v)), dtype=nx.INT_DTYPE))) for v in cellsToVertIDs] + cellsToVertIDs = [nx.concatenate((v, nx.array([-1] * (maxVerts-len(v)), dtype=_MeshMatrix.INDEX_TYPE))) for v in cellsToVertIDs] cellsToVertIDs = nx.MA.masked_equal(cellsToVertIDs, value=-1).swapaxes(0, 1) _log.debug("Done with cells and faces.") @@ -1324,7 +1326,8 @@ def _globalNonOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ - return nx.array(self.mesh.cellGlobalIDs) + return nx.asarray(self.mesh.cellGlobalIDs, + dtype=_MeshMatrix.INDEX_TYPE) @property def _globalOverlappingCellIDs(self): @@ -1345,7 +1348,8 @@ def _globalOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ - return nx.array(self.mesh.cellGlobalIDs + self.mesh.gCellGlobalIDs) + return nx.asarray(self.mesh.cellGlobalIDs + self.mesh.gCellGlobalIDs, + dtype=_MeshMatrix.INDEX_TYPE) @property def _localNonOverlappingCellIDs(self): @@ -1366,7 +1370,8 @@ def _localNonOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ - return nx.arange(len(self.mesh.cellGlobalIDs)) + return nx.arange(len(self.mesh.cellGlobalIDs), + dtype=_MeshMatrix.INDEX_TYPE) @property def _localOverlappingCellIDs(self): @@ -1388,7 +1393,8 @@ def _localOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ return nx.arange(len(self.mesh.cellGlobalIDs) - + len(self.mesh.gCellGlobalIDs)) + + len(self.mesh.gCellGlobalIDs), + dtype=_MeshMatrix.INDEX_TYPE) @property def _localNonOverlappingFaceIDs(self): @@ -1411,7 +1417,8 @@ def _localNonOverlappingFaceIDs(self): .. note:: Trivial except for parallel meshes """ - return nx.arange(self.mesh.numberOfFaces)[..., self._nonOverlappingFaces] + return nx.arange(self.mesh.numberOfFaces, + dtype=_MeshMatrix.INDEX_TYPE)[..., self._nonOverlappingFaces] diff --git a/fipy/meshes/mesh.py b/fipy/meshes/mesh.py index 64dbd0d134..1786ec5cc5 100644 --- a/fipy/meshes/mesh.py +++ b/fipy/meshes/mesh.py @@ -12,6 +12,8 @@ from fipy.tools.dimensions.physicalField import PhysicalField from fipy.tools import serialComm +from fipy.solvers import _MeshMatrix + __all__ = ["MeshAdditionError", "Mesh"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] @@ -87,8 +89,8 @@ def _calcInteriorAndExteriorCellIDs(self): exteriorCellIDs = list(self._exteriorCellIDs) except: exteriorCellIDs = self.faceCellIDs[0, self._exteriorFaces.value] - tmp = numerix.zeros(self.numberOfCells, 'l') - numerix.put(tmp, exteriorCellIDs, numerix.ones(len(exteriorCellIDs), 'l')) + tmp = numerix.zeros(self.numberOfCells, _MeshMatrix.INDEX_TYPE) + numerix.put(tmp, exteriorCellIDs, numerix.ones(len(exteriorCellIDs), _MeshMatrix.INDEX_TYPE)) exteriorCellIDs = numerix.nonzero(tmp) interiorCellIDs = numerix.nonzero(numerix.logical_not(tmp)) return interiorCellIDs, exteriorCellIDs @@ -407,7 +409,7 @@ def _concatenableMesh(self): def _translate(self, vector): newCoords = self.vertexCoords + vector - newmesh = Mesh(newCoords, numerix.array(self.faceVertexIDs), numerix.array(self.cellFaceIDs)) + newmesh = Mesh(newCoords, numerix.asarray(self.faceVertexIDs), numerix.asarray(self.cellFaceIDs)) return newmesh def _handleFaceConnection(self): @@ -427,9 +429,9 @@ def _handleFaceConnection(self): """calculate Topology methods""" def _calcFaceCellIDs(self): - array = MA.array(MA.indices(self.cellFaceIDs.shape, 'l')[1], + array = MA.array(MA.indices(self.cellFaceIDs.shape, _MeshMatrix.INDEX_TYPE)[1], mask=MA.getmask(self.cellFaceIDs)) - faceCellIDs = MA.zeros((2, self.numberOfFaces), 'l') + faceCellIDs = MA.zeros((2, self.numberOfFaces), _MeshMatrix.INDEX_TYPE) ## Nasty bug: MA.put(arr, ids, values) fills its ids and ## values arguments when masked! This was not the behavior diff --git a/fipy/meshes/mesh1D.py b/fipy/meshes/mesh1D.py index 7140efa317..30cc388a45 100644 --- a/fipy/meshes/mesh1D.py +++ b/fipy/meshes/mesh1D.py @@ -47,12 +47,12 @@ def _calcFaceTangents(self): def _translate(self, vector): newCoords = self.vertexCoords + vector - newmesh = Mesh1D(newCoords, numerix.array(self.faceVertexIDs), numerix.array(self.cellFaceIDs)) + newmesh = Mesh1D(newCoords, numerix.asarray(self.faceVertexIDs), numerix.asarray(self.cellFaceIDs)) return newmesh def __mul__(self, factor): newCoords = self.vertexCoords * factor - newmesh = Mesh1D(newCoords, numerix.array(self.faceVertexIDs), numerix.array(self.cellFaceIDs)) + newmesh = Mesh1D(newCoords, numerix.asarray(self.faceVertexIDs), numerix.asarray(self.cellFaceIDs)) return newmesh @property diff --git a/fipy/meshes/mesh2D.py b/fipy/meshes/mesh2D.py index b298b9433a..8dea5339fb 100644 --- a/fipy/meshes/mesh2D.py +++ b/fipy/meshes/mesh2D.py @@ -19,6 +19,8 @@ from fipy.meshes.representations.meshRepresentation import _MeshRepresentation from fipy.meshes.topologies.meshTopology import _Mesh2DTopology +from fipy.solvers import _MeshMatrix + def _orderVertices(vertexCoords, vertices): coordinates = numerix.take(vertexCoords, vertices) centroid = numerix.add.reduce(coordinates) / coordinates.shape[0] @@ -94,7 +96,7 @@ def _calcOrderedCellVertexIDs(self): @property def _nonOrthogonality(self): - exteriorFaceArray = numerix.zeros((self.faceCellIDs.shape[1],), 'l') + exteriorFaceArray = numerix.zeros((self.faceCellIDs.shape[1],), _MeshMatrix.INDEX_TYPE) numerix.put(exteriorFaceArray, numerix.nonzero(self.exteriorFaces), 1) unmaskedFaceCellIDs = MA.filled(self.faceCellIDs, 0) # what we put in for the "fill" doesn't matter because only exterior diff --git a/fipy/meshes/topologies/abstractTopology.py b/fipy/meshes/topologies/abstractTopology.py index 97f91ddfff..928820cdd0 100644 --- a/fipy/meshes/topologies/abstractTopology.py +++ b/fipy/meshes/topologies/abstractTopology.py @@ -3,6 +3,7 @@ __docformat__ = 'restructuredtext' from ...tools import numerix +from ...solvers import _MeshMatrix from ...variables.cellVariable import CellVariable __all__ = [] @@ -36,7 +37,8 @@ def _globalNonOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ - return numerix.arange(self.mesh.numberOfCells) + return numerix.arange(self.mesh.numberOfCells, + dtype=_MeshMatrix.INDEX_TYPE) @property def _globalOverlappingCellIDs(self): @@ -57,7 +59,8 @@ def _globalOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ - return numerix.arange(self.mesh.numberOfCells) + return numerix.arange(self.mesh.numberOfCells, + dtype=_MeshMatrix.INDEX_TYPE) @property def _localNonOverlappingCellIDs(self): @@ -78,7 +81,8 @@ def _localNonOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ - return numerix.arange(self.mesh.numberOfCells) + return numerix.arange(self.mesh.numberOfCells, + dtype=_MeshMatrix.INDEX_TYPE) @property def _localOverlappingCellIDs(self): @@ -99,7 +103,8 @@ def _localOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ - return numerix.arange(self.mesh.numberOfCells) + return numerix.arange(self.mesh.numberOfCells, + dtype=_MeshMatrix.INDEX_TYPE) @property def _globalNonOverlappingFaceIDs(self): @@ -122,7 +127,8 @@ def _globalNonOverlappingFaceIDs(self): .. note:: Trivial except for parallel meshes """ - return numerix.arange(self.mesh.numberOfFaces) + return numerix.arange(self.mesh.numberOfFaces, + dtype=_MeshMatrix.INDEX_TYPE) @property def _globalOverlappingFaceIDs(self): @@ -145,7 +151,8 @@ def _globalOverlappingFaceIDs(self): .. note:: Trivial except for parallel meshes """ - return numerix.arange(self.mesh.numberOfFaces) + return numerix.arange(self.mesh.numberOfFaces, + dtype=_MeshMatrix.INDEX_TYPE) @property def _cellProcID(self): @@ -247,7 +254,8 @@ def _localNonOverlappingFaceIDs(self): .. note:: Trivial except for parallel meshes """ - return numerix.arange(self.mesh.numberOfFaces) + return numerix.arange(self.mesh.numberOfFaces, + dtype=_MeshMatrix.INDEX_TYPE) @property def _localOverlappingFaceIDs(self): @@ -270,7 +278,8 @@ def _localOverlappingFaceIDs(self): .. note:: Trivial except for parallel meshes """ - return numerix.arange(self.mesh.numberOfFaces) + return numerix.arange(self.mesh.numberOfFaces, + dtype=_MeshMatrix.INDEX_TYPE) @property def _vertexCellIDs(self): diff --git a/fipy/meshes/topologies/gridTopology.py b/fipy/meshes/topologies/gridTopology.py index a1c2bde6c4..798f5b971f 100644 --- a/fipy/meshes/topologies/gridTopology.py +++ b/fipy/meshes/topologies/gridTopology.py @@ -11,6 +11,8 @@ from fipy.meshes.topologies.abstractTopology import _AbstractTopology +from fipy.solvers import _MeshMatrix + class _GridTopology(_AbstractTopology): @property @@ -40,7 +42,8 @@ def _globalNonOverlappingCellIDs(self): """ return numerix.arange(self.mesh.offset + self.mesh.overlap['left'], - self.mesh.offset + self.mesh.nx - self.mesh.overlap['right']) + self.mesh.offset + self.mesh.nx - self.mesh.overlap['right'], + dtype=_MeshMatrix.INDEX_TYPE) @property def _globalOverlappingCellIDs(self): @@ -59,7 +62,8 @@ def _globalOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ - return numerix.arange(self.mesh.offset, self.mesh.offset + self.mesh.nx) + return numerix.arange(self.mesh.offset, self.mesh.offset + self.mesh.nx, + dtype=_MeshMatrix.INDEX_TYPE) @property def _localNonOverlappingCellIDs(self): @@ -79,7 +83,8 @@ def _localNonOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ return numerix.arange(self.mesh.overlap['left'], - self.mesh.nx - self.mesh.overlap['right']) + self.mesh.nx - self.mesh.overlap['right'], + dtype=_MeshMatrix.INDEX_TYPE) @property def _localOverlappingCellIDs(self): @@ -98,7 +103,7 @@ def _localOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ - return numerix.arange(0, self.mesh.nx) + return numerix.arange(0, self.mesh.nx, dtype=_MeshMatrix.INDEX_TYPE) @property def _globalNonOverlappingFaceIDs(self): @@ -118,7 +123,8 @@ def _globalNonOverlappingFaceIDs(self): .. note:: Trivial except for parallel meshes """ return numerix.arange(self.mesh.offset + self.mesh.overlap['left'], - self.mesh.offset + self.mesh.numberOfFaces - self.mesh.overlap['right']) + self.mesh.offset + self.mesh.numberOfFaces - self.mesh.overlap['right'], + dtype=_MeshMatrix.INDEX_TYPE) @property def _globalOverlappingFaceIDs(self): @@ -137,7 +143,8 @@ def _globalOverlappingFaceIDs(self): .. note:: Trivial except for parallel meshes """ - return numerix.arange(self.mesh.offset, self.mesh.offset + self.mesh.numberOfFaces) + return numerix.arange(self.mesh.offset, self.mesh.offset + self.mesh.numberOfFaces, + dtype=_MeshMatrix.INDEX_TYPE) @property def _localNonOverlappingFaceIDs(self): @@ -157,7 +164,8 @@ def _localNonOverlappingFaceIDs(self): .. note:: Trivial except for parallel meshes """ return numerix.arange(self.mesh.overlap['left'], - self.mesh.numberOfFaces - self.mesh.overlap['right']) + self.mesh.numberOfFaces - self.mesh.overlap['right'], + dtype=_MeshMatrix.INDEX_TYPE) @property def _localOverlappingFaceIDs(self): @@ -176,7 +184,7 @@ def _localOverlappingFaceIDs(self): .. note:: Trivial except for parallel meshes """ - return numerix.arange(0, self.mesh.numberOfFaces) + return numerix.arange(0, self.mesh.numberOfFaces, dtype=_MeshMatrix.INDEX_TYPE) @property def _cellTopology(self): @@ -211,7 +219,8 @@ def _globalNonOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ return numerix.arange((self.mesh.offset[1] + self.mesh.overlap['bottom']) * self.mesh.nx, - (self.mesh.offset[1] + self.mesh.ny - self.mesh.overlap['top']) * self.mesh.nx) + (self.mesh.offset[1] + self.mesh.ny - self.mesh.overlap['top']) * self.mesh.nx, + dtype=_MeshMatrix.INDEX_TYPE) @property def _globalOverlappingCellIDs(self): @@ -233,7 +242,8 @@ def _globalOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ - return numerix.arange(self.mesh.offset[1] * self.mesh.nx, (self.mesh.offset[1] + self.mesh.ny) * self.mesh.nx) + return numerix.arange(self.mesh.offset[1] * self.mesh.nx, (self.mesh.offset[1] + self.mesh.ny) * self.mesh.nx, + dtype=_MeshMatrix.INDEX_TYPE) @property def _localNonOverlappingCellIDs(self): @@ -256,7 +266,8 @@ def _localNonOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ return numerix.arange(self.mesh.overlap['bottom'] * self.mesh.nx, - (self.mesh.ny - self.mesh.overlap['top']) * self.mesh.nx) + (self.mesh.ny - self.mesh.overlap['top']) * self.mesh.nx, + dtype=_MeshMatrix.INDEX_TYPE) @property def _localOverlappingCellIDs(self): @@ -278,16 +289,18 @@ def _localOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ - return numerix.arange(0, self.mesh.ny * self.mesh.nx) + return numerix.arange(0, self.mesh.ny * self.mesh.nx, dtype=_MeshMatrix.INDEX_TYPE) def _calcFaceIDs(self, y0, ny, global_horz_faces): prev_horz_faces = y0 * self.mesh.nx horz = numerix.arange(prev_horz_faces, - prev_horz_faces + (ny + 1) * self.mesh.nx) + prev_horz_faces + (ny + 1) * self.mesh.nx, + dtype=_MeshMatrix.INDEX_TYPE) prev_vert_faces = y0 * (self.mesh.nx + 1) vert = numerix.arange(global_horz_faces + prev_vert_faces, global_horz_faces + prev_vert_faces - + ny * (self.mesh.nx + 1)) + + ny * (self.mesh.nx + 1), + dtype=_MeshMatrix.INDEX_TYPE) return numerix.concatenate((horz, vert)) @@ -428,7 +441,8 @@ def _globalOverlappingCellIDs(self): """ return numerix.arange(self.mesh.offset[2] * self.mesh.nx * self.mesh.ny, - (self.mesh.offset[2] + self.mesh.nz) * self.mesh.nx * self.mesh.ny) + (self.mesh.offset[2] + self.mesh.nz) * self.mesh.nx * self.mesh.ny, + dtype=_MeshMatrix.INDEX_TYPE) @property def _localNonOverlappingCellIDs(self): @@ -439,7 +453,8 @@ def _localNonOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ return numerix.arange(self.mesh.overlap['front'] * self.mesh.nx * self.mesh.ny, - (self.mesh.nz - self.mesh.overlap['back']) * self.mesh.nx * self.mesh.ny) + (self.mesh.nz - self.mesh.overlap['back']) * self.mesh.nx * self.mesh.ny, + dtype=_MeshMatrix.INDEX_TYPE) @property def _localOverlappingCellIDs(self): @@ -455,17 +470,20 @@ def _calcFaceIDs(self, z0, nz, global_xy_faces, global_xz_faces): prev_xy_faces = z0 * self.mesh.nx * self.mesh.ny xy = numerix.arange(prev_xy_faces, prev_xy_faces + - (nz + 1) * self.mesh.nx * self.mesh.ny) + (nz + 1) * self.mesh.nx * self.mesh.ny, + dtype=_MeshMatrix.INDEX_TYPE) prev_xz_faces = z0 * self.mesh.nx * (self.mesh.ny + 1) xz = numerix.arange(global_xy_faces + prev_xz_faces, global_xy_faces + prev_xz_faces + - self.mesh.nx * (self.mesh.ny + 1) * nz) + self.mesh.nx * (self.mesh.ny + 1) * nz, + dtype=_MeshMatrix.INDEX_TYPE) prev_yz_faces = z0 * (self.mesh.nx + 1) * self.mesh.ny yz = numerix.arange(global_xy_faces + global_xz_faces + prev_yz_faces, global_xy_faces + global_xz_faces + prev_yz_faces + - (self.mesh.nx + 1) * self.mesh.ny * nz) + (self.mesh.nx + 1) * self.mesh.ny * nz, + dtype=_MeshMatrix.INDEX_TYPE) return numerix.concatenate((xy, xz, yz)) diff --git a/fipy/meshes/uniformGrid1D.py b/fipy/meshes/uniformGrid1D.py index 2c3a18396b..f37f5bd45d 100644 --- a/fipy/meshes/uniformGrid1D.py +++ b/fipy/meshes/uniformGrid1D.py @@ -15,6 +15,8 @@ from fipy.meshes.representations.gridRepresentation import _Grid1DRepresentation from fipy.meshes.topologies.gridTopology import _Grid1DTopology +from fipy.solvers import _MeshMatrix + __all__ = ["UniformGrid1D"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] @@ -99,8 +101,8 @@ def _cellToFaceOrientations(self): @property def _adjacentCellIDs(self): - c1 = numerix.arange(self.numberOfFaces) - ids = numerix.array((c1 - 1, c1)) + c1 = numerix.arange(self.numberOfFaces, dtype=_MeshMatrix.INDEX_TYPE) + ids = numerix.array((c1 - 1, c1), dtype=_MeshMatrix.INDEX_TYPE) if self.numberOfFaces > 0: ids[0, 0] = ids[1, 0] ids[1, -1] = ids[0, -1] @@ -108,8 +110,8 @@ def _adjacentCellIDs(self): @property def _cellToCellIDs(self): - c1 = numerix.arange(self.numberOfCells) - ids = MA.array((c1 - 1, c1 + 1)) + c1 = numerix.arange(self.numberOfCells, dtype=_MeshMatrix.INDEX_TYPE) + ids = MA.array((c1 - 1, c1 + 1), dtype=_MeshMatrix.INDEX_TYPE) if self.numberOfCells > 0: ids[0, 0] = MA.masked ids[1, -1] = MA.masked @@ -266,7 +268,8 @@ def _concatenableMesh(self): @property def _cellFaceIDs(self): - return MA.array(_Grid1DBuilder.createCells(self.nx)) + return MA.array(_Grid1DBuilder.createCells(self.nx), + dtype=_MeshMatrix.INDEX_TYPE) @property def _maxFacesPerCell(self): @@ -278,8 +281,8 @@ def vertexCoords(self): @property def faceCellIDs(self): - c1 = numerix.arange(self.numberOfFaces) - ids = MA.array((c1 - 1, c1)) + c1 = numerix.arange(self.numberOfFaces, dtype=_MeshMatrix.INDEX_TYPE) + ids = MA.array((c1 - 1, c1), dtype=_MeshMatrix.INDEX_TYPE) if self.numberOfFaces > 0: ids[0, 0] = ids[1, 0] ids[1, 0] = MA.masked @@ -288,8 +291,8 @@ def faceCellIDs(self): @property def _cellVertexIDs(self): - c1 = numerix.arange(self.numberOfCells) - return numerix.array((c1 + 1, c1)) + c1 = numerix.arange(self.numberOfCells, dtype=_MeshMatrix.INDEX_TYPE) + return numerix.array((c1 + 1, c1), dtype=_MeshMatrix.INDEX_TYPE) def _getNearestCellID(self, points): """ @@ -316,7 +319,7 @@ def _getNearestCellID(self, points): xi, = points dx = self.dx - i = numerix.array(numerix.rint(((xi - x0) / dx)), 'l') + i = numerix.array(numerix.rint(((xi - x0) / dx)), dtype=_MeshMatrix.INDEX_TYPE) i[i < 0] = 0 i[i > nx - 1] = nx - 1 diff --git a/fipy/meshes/uniformGrid2D.py b/fipy/meshes/uniformGrid2D.py index f7b8ebbb0a..ca539ea0bc 100644 --- a/fipy/meshes/uniformGrid2D.py +++ b/fipy/meshes/uniformGrid2D.py @@ -16,6 +16,8 @@ from fipy.meshes.representations.gridRepresentation import _Grid2DRepresentation from fipy.meshes.topologies.gridTopology import _Grid2DTopology +from fipy.solvers import _MeshMatrix + __all__ = ["UniformGrid2D"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] @@ -163,8 +165,10 @@ def _adjacentCellIDs(self): else: @property def _adjacentCellIDs(self): - Hids = numerix.zeros((self.numberOfHorizontalRows, self.nx, 2), 'l') - indices = numerix.indices((self.numberOfHorizontalRows, self.nx)) + Hids = numerix.zeros((self.numberOfHorizontalRows, self.nx, 2), + dtype=_MeshMatrix.INDEX_TYPE) + indices = numerix.indices((self.numberOfHorizontalRows, self.nx), + dtype=_MeshMatrix.INDEX_TYPE) Hids[..., 1] = indices[1] + indices[0] * self.nx Hids[..., 0] = Hids[..., 1] - self.nx @@ -174,8 +178,10 @@ def _adjacentCellIDs(self): Hids[0, ..., 1] = Hids[0, ..., 0] Hids[-1, ..., 1] = Hids[-1, ..., 0] - Vids = numerix.zeros((self.ny, self.numberOfVerticalColumns, 2), 'l') - indices = numerix.indices((self.ny, self.numberOfVerticalColumns)) + Vids = numerix.zeros((self.ny, self.numberOfVerticalColumns, 2), + dtype=_MeshMatrix.INDEX_TYPE) + indices = numerix.indices((self.ny, self.numberOfVerticalColumns), + dtype=_MeshMatrix.INDEX_TYPE) Vids[..., 1] = indices[1] + indices[0] * self.nx Vids[..., 0] = Vids[..., 1] - 1 @@ -191,8 +197,9 @@ def _adjacentCellIDs(self): @property def _cellToCellIDs(self): - ids = MA.zeros((4, self.nx, self.ny), 'l') - indices = numerix.indices((self.nx, self.ny)) + ids = MA.zeros((4, self.nx, self.ny), dtype=_MeshMatrix.INDEX_TYPE) + indices = numerix.indices((self.nx, self.ny), + dtype=_MeshMatrix.INDEX_TYPE) ids[0] = indices[0] + (indices[1] - 1) * self.nx ids[1] = (indices[0] + 1) + indices[1] * self.nx ids[2] = indices[0] + (indices[1] + 1) * self.nx @@ -211,7 +218,7 @@ def _cellToCellIDs(self): def _cellToCellIDsFilled(self): N = self.numberOfCells M = self._maxFacesPerCell - cellIDs = numerix.repeat(numerix.arange(N)[numerix.newaxis, ...], M, axis=0) + cellIDs = numerix.repeat(numerix.arange(N, dtype=_MeshMatrix.INDEX_TYPE)[numerix.newaxis, ...], M, axis=0) cellToCellIDs = self._cellToCellIDs return MA.where(MA.getmaskarray(cellToCellIDs), cellIDs, cellToCellIDs) @@ -465,7 +472,8 @@ def vertexCoords(self): if inline.doInline: @property def faceCellIDs(self): - faceCellIDs = numerix.zeros((2, self.numberOfFaces), 'l') + faceCellIDs = numerix.zeros((2, self.numberOfFaces), + dtype=_MeshMatrix.INDEX_TYPE) mask = numerix.zeros((2, self.numberOfFaces), 'l') inline._runInline(""" @@ -508,8 +516,10 @@ def faceCellIDs(self): else: @property def faceCellIDs(self): - Hids = numerix.zeros((2, self.nx, self.numberOfHorizontalRows), 'l') - indices = numerix.indices((self.nx, self.numberOfHorizontalRows)) + Hids = numerix.zeros((2, self.nx, self.numberOfHorizontalRows), + dtype=_MeshMatrix.INDEX_TYPE) + indices = numerix.indices((self.nx, self.numberOfHorizontalRows), + dtype=_MeshMatrix.INDEX_TYPE) Hids[1] = indices[0] + indices[1] * self.nx Hids[0] = Hids[1] - self.nx if self.numberOfHorizontalRows > 0: @@ -517,8 +527,10 @@ def faceCellIDs(self): Hids[1, ..., 0] = -1 Hids[1, ..., -1] = -1 - Vids = numerix.zeros((2, self.numberOfVerticalColumns, self.ny), 'l') - indices = numerix.indices((self.numberOfVerticalColumns, self.ny)) + Vids = numerix.zeros((2, self.numberOfVerticalColumns, self.ny), + dtype=_MeshMatrix.INDEX_TYPE) + indices = numerix.indices((self.numberOfVerticalColumns, self.ny), + dtype=_MeshMatrix.INDEX_TYPE) Vids[1] = indices[0] + indices[1] * self.nx Vids[0] = Vids[1] - 1 if self.numberOfVerticalColumns > 0: @@ -535,13 +547,17 @@ def _cellVertexIDs(self): @property def faceVertexIDs(self): - Hids = numerix.zeros((2, self.nx, self.numberOfHorizontalRows), 'l') - indices = numerix.indices((self.nx, self.numberOfHorizontalRows)) + Hids = numerix.zeros((2, self.nx, self.numberOfHorizontalRows), + dtype=_MeshMatrix.INDEX_TYPE) + indices = numerix.indices((self.nx, self.numberOfHorizontalRows), + dtype=_MeshMatrix.INDEX_TYPE) Hids[0] = indices[0] + indices[1] * self.numberOfVerticalColumns Hids[1] = Hids[0] + 1 - Vids = numerix.zeros((2, self.numberOfVerticalColumns, self.ny), 'l') - indices = numerix.indices((self.numberOfVerticalColumns, self.ny)) + Vids = numerix.zeros((2, self.numberOfVerticalColumns, self.ny), + dtype=_MeshMatrix.INDEX_TYPE) + indices = numerix.indices((self.numberOfVerticalColumns, self.ny), + dtype=_MeshMatrix.INDEX_TYPE) Vids[0] = indices[0] + indices[1] * self.numberOfVerticalColumns Vids[1] = Vids[0] + self.numberOfVerticalColumns @@ -552,8 +568,10 @@ def faceVertexIDs(self): def _calcOrderedCellVertexIDs(self): """Correct ordering for VTK_PIXEL""" - ids = numerix.zeros((4, self.nx, self.ny), 'l') - indices = numerix.indices((self.nx, self.ny)) + ids = numerix.zeros((4, self.nx, self.ny), + dtype=_MeshMatrix.INDEX_TYPE) + indices = numerix.indices((self.nx, self.ny), + dtype=_MeshMatrix.INDEX_TYPE) ids[2] = indices[0] + (indices[1] + 1) * self.numberOfVerticalColumns ids[1] = ids[2] + 1 ids[3] = indices[0] + indices[1] * self.numberOfVerticalColumns diff --git a/fipy/meshes/uniformGrid3D.py b/fipy/meshes/uniformGrid3D.py index 4c82d5e2cc..7d57d22ba3 100644 --- a/fipy/meshes/uniformGrid3D.py +++ b/fipy/meshes/uniformGrid3D.py @@ -10,6 +10,8 @@ from fipy.meshes.representations.gridRepresentation import _Grid3DRepresentation from fipy.meshes.topologies.gridTopology import _Grid3DTopology +from fipy.solvers import _MeshMatrix + __all__ = ["UniformGrid3D"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] @@ -135,8 +137,10 @@ def _adjacentCellIDs(self): @property def _cellToCellIDs(self): - ids = MA.zeros((6, self.nx, self.ny, self.nz), 'l') - indices = numerix.indices((self.nx, self.ny, self.nz)) + ids = MA.zeros((6, self.nx, self.ny, self.nz), + dtype=_MeshMatrix.INDEX_TYPE) + indices = numerix.indices((self.nx, self.ny, self.nz), + dtype=_MeshMatrix.INDEX_TYPE) nxy = self.nx * self.ny same = indices[0] + indices[1] * self.nx + indices[2] * nxy @@ -163,7 +167,7 @@ def _cellToCellIDs(self): def _cellToCellIDsFilled(self): N = self.numberOfCells M = self._maxFacesPerCell - cellIDs = numerix.repeat(numerix.arange(N)[numerix.newaxis, ...], M, axis=0) + cellIDs = numerix.repeat(numerix.arange(N, dtype=_MeshMatrix.INDEX_TYPE)[numerix.newaxis, ...], M, axis=0) cellToCellIDs = self._cellToCellIDs return MA.where(MA.getmaskarray(cellToCellIDs), cellIDs, cellToCellIDs) @@ -409,21 +413,25 @@ def _cellFaceIDs(self): self.nz, self.numberOfXYFaces, self.numberOfXZFaces, - self.numberOfYZFaces)) + self.numberOfYZFaces) + dtype=_MeshMatrix.INDEX_TYPE) @property def _XYFaceIDs(self): - ids = numerix.arange(0, self.numberOfXYFaces) + ids = numerix.arange(0, self.numberOfXYFaces, + dtype=_MeshMatrix.INDEX_TYPE) return ids.reshape((self.nz + 1, self.ny, self.nx)).swapaxes(0, 2) @property def _XZFaceIDs(self): - ids = numerix.arange(self.numberOfXYFaces, self.numberOfXYFaces + self.numberOfXZFaces) + ids = numerix.arange(self.numberOfXYFaces, self.numberOfXYFaces + self.numberOfXZFaces, + dtype=_MeshMatrix.INDEX_TYPE) return ids.reshape((self.nz, self.ny + 1, self.nx)).swapaxes(0, 2) @property def _YZFaceIDs(self): - ids = numerix.arange(self.numberOfXYFaces + self.numberOfXZFaces, self.numberOfFaces) + ids = numerix.arange(self.numberOfXYFaces + self.numberOfXZFaces, self.numberOfFaces, + dtype=_MeshMatrix.INDEX_TYPE) return ids.reshape((self.nz, self.ny, self.nx + 1)).swapaxes(0, 2) @property @@ -443,24 +451,30 @@ def vertexCoords(self): @property def faceCellIDs(self): - XYids = MA.zeros((2, self.nx, self.ny, self.nz + 1), 'l') - indices = numerix.indices((self.nx, self.ny, self.nz + 1)) + XYids = MA.zeros((2, self.nx, self.ny, self.nz + 1), + dtype=_MeshMatrix.INDEX_TYPE) + indices = numerix.indices((self.nx, self.ny, self.nz + 1), + dtype=_MeshMatrix.INDEX_TYPE) XYids[1] = indices[0] + (indices[1] + indices[2] * self.ny) * self.nx XYids[0] = XYids[1] - self.nx * self.ny XYids[0, ..., 0] = XYids[1, ..., 0] XYids[1, ..., 0] = MA.masked XYids[1, ..., -1] = MA.masked - XZids = MA.zeros((2, self.nx, self.ny + 1, self.nz), 'l') - indices = numerix.indices((self.nx, self.ny + 1, self.nz)) + XZids = MA.zeros((2, self.nx, self.ny + 1, self.nz), + dtype=_MeshMatrix.INDEX_TYPE) + indices = numerix.indices((self.nx, self.ny + 1, self.nz), + dtype=_MeshMatrix.INDEX_TYPE) XZids[1] = indices[0] + (indices[1] + indices[2] * self.ny) * self.nx XZids[0] = XZids[1] - self.nx XZids[0,:, 0,:] = XZids[1,:, 0,:] XZids[1,:, 0,:] = MA.masked XZids[1,:, -1,:] = MA.masked - YZids = MA.zeros((2, self.nx + 1, self.ny, self.nz), 'l') - indices = numerix.indices((self.nx + 1, self.ny, self.nz)) + YZids = MA.zeros((2, self.nx + 1, self.ny, self.nz), + dtype=_MeshMatrix.INDEX_TYPE) + indices = numerix.indices((self.nx + 1, self.ny, self.nz), + dtype=_MeshMatrix.INDEX_TYPE) YZids[1] = indices[0] + (indices[1] + indices[2] * self.ny) * self.nx YZids[0] = YZids[1] - 1 YZids[0, 0] = YZids[1, 0] @@ -483,8 +497,10 @@ def faceVertexIDs(self): def _calcOrderedCellVertexIDs(self): """Correct ordering for `VTK_VOXEL`""" - ids = numerix.zeros((8, self.nx, self.ny, self.nz), 'l') - indices = numerix.indices((self.nx, self.ny, self.nz)) + ids = numerix.zeros((8, self.nx, self.ny, self.nz), + dtype=_MeshMatrix.INDEX_TYPE) + indices = numerix.indices((self.nx, self.ny, self.nz), + dtype=_MeshMatrix.INDEX_TYPE) ids[1] = indices[0] + (indices[1] + (indices[2] + 1) * (self.ny + 1) + 1) * (self.nx + 1) ids[0] = ids[1] + 1 ids[3] = indices[0] + (indices[1] + (indices[2] + 1) * (self.ny + 1)) * (self.nx + 1) diff --git a/fipy/terms/abstractConvectionTerm.py b/fipy/terms/abstractConvectionTerm.py index 52c933f265..16fc1a1930 100644 --- a/fipy/terms/abstractConvectionTerm.py +++ b/fipy/terms/abstractConvectionTerm.py @@ -11,6 +11,7 @@ from fipy.terms import AbstractBaseClassError from fipy.terms import VectorCoeffError from fipy.tools import numerix +from fipy.solvers import _MeshMatrix class _AbstractConvectionTerm(FaceTerm): """ @@ -189,7 +190,7 @@ def divergence(face_value): ) - ids = self._reshapeIDs(var, numerix.arange(mesh.numberOfCells)) + ids = self._reshapeIDs(var, numerix.arange(mesh.numberOfCells, dtype=_MeshMatrix.INDEX_TYPE)) L.addAt(numerix.array(self.constraintL).ravel(), ids.ravel(), ids.swapaxes(0, 1).ravel()) b += numerix.reshape(self.constraintB.value, ids.shape).sum(0).ravel() diff --git a/fipy/terms/abstractDiffusionTerm.py b/fipy/terms/abstractDiffusionTerm.py index 9096e3596e..b18da86d7a 100644 --- a/fipy/terms/abstractDiffusionTerm.py +++ b/fipy/terms/abstractDiffusionTerm.py @@ -7,6 +7,7 @@ import os from fipy import input +from fipy.solvers import _MeshMatrix from fipy.terms.unaryTerm import _UnaryTerm from fipy.tools import numerix from fipy.terms import TermMultiplyError @@ -319,7 +320,7 @@ def _buildMatrix(self, var, SparseMatrix, boundaryConditions=(), dt=None, transi self.constraintL = -constrainedNormalsDotCoeffOverdAP.divergence * mesh.cellVolumes - ids = self._reshapeIDs(var, numerix.arange(mesh.numberOfCells)) + ids = self._reshapeIDs(var, numerix.arange(mesh.numberOfCells, dtype=_MeshMatrix.INDEX_TYPE)) L.addAt(self.constraintL.ravel(), ids.ravel(), ids.swapaxes(0, 1).ravel()) b += numerix.reshape(self.constraintB.ravel(), ids.shape).sum(-2).ravel() diff --git a/fipy/terms/advectionTerm.py b/fipy/terms/advectionTerm.py index d3e0d4e185..d9b315fc87 100644 --- a/fipy/terms/advectionTerm.py +++ b/fipy/terms/advectionTerm.py @@ -8,6 +8,7 @@ from fipy.tools.numerix import MA from fipy.tools import numerix +from fipy.solvers import _MeshMatrix from fipy.terms.firstOrderAdvectionTerm import FirstOrderAdvectionTerm @@ -182,7 +183,7 @@ def _getDifferences(self, adjacentValues, cellValues, oldArray, cellToCellIDs, m adjacentNormalGradient = numerix.dot(adjacentGradient, mesh._cellNormals) adjacentUpValues = cellValues + 2 * dAP * adjacentNormalGradient - cellIDs = numerix.repeat(numerix.arange(mesh.numberOfCells)[numerix.newaxis, ...], + cellIDs = numerix.repeat(numerix.arange(mesh.numberOfCells, dtype=_MeshMatrix.INDEX_TYPE)[numerix.newaxis, ...], mesh._maxFacesPerCell, axis=0) cellIDs = MA.masked_array(cellIDs, mask = MA.getmask(mesh._cellToCellIDs)) cellGradient = numerix.take(oldArray.grad, cellIDs, axis=-1) diff --git a/fipy/terms/cellTerm.py b/fipy/terms/cellTerm.py index e117404a44..c59de78969 100644 --- a/fipy/terms/cellTerm.py +++ b/fipy/terms/cellTerm.py @@ -2,6 +2,7 @@ from __future__ import unicode_literals __docformat__ = 'restructuredtext' +from fipy.solvers import _MeshMatrix from fipy.terms.nonDiffusionTerm import _NonDiffusionTerm from fipy.tools import inline from fipy.tools import numerix @@ -112,7 +113,7 @@ def _buildMatrixInline_(self, L, oldArray, b, dt, coeffVectors): L.addAtDiagonal(updatePyArray) def _buildMatrixNoInline_(self, L, oldArray, b, dt, coeffVectors): - ids = self._reshapeIDs(oldArray, numerix.arange(oldArray.shape[-1])) + ids = self._reshapeIDs(oldArray, numerix.arange(oldArray.shape[-1], dtype=_MeshMatrix.INDEX_TYPE)) b += (oldArray.value[numerix.newaxis] * coeffVectors['old value']).sum(-2).ravel() / dt b += coeffVectors['b vector'][numerix.newaxis].sum(-2).ravel() L.addAt(coeffVectors['new value'].ravel() / dt, ids.ravel(), ids.swapaxes(0, 1).ravel()) diff --git a/fipy/terms/firstOrderAdvectionTerm.py b/fipy/terms/firstOrderAdvectionTerm.py index 40060df268..94c94ecccd 100644 --- a/fipy/terms/firstOrderAdvectionTerm.py +++ b/fipy/terms/firstOrderAdvectionTerm.py @@ -98,7 +98,7 @@ def _buildMatrix(self, var, SparseMatrix, boundaryConditions=(), dt=None, equati cellValues = numerix.repeat(oldArray[numerix.newaxis, ...], NCellFaces, axis = 0) - cellIDs = numerix.repeat(numerix.arange(NCells)[numerix.newaxis, ...], NCellFaces, axis = 0) + cellIDs = numerix.repeat(numerix.arange(NCells, dtype=_MeshMatrix.INDEX_TYPE)[numerix.newaxis, ...], NCellFaces, axis = 0) cellToCellIDs = mesh._cellToCellIDs if NCells > 0: From 36bff38005ee50ca75caf5b2e722c1b2603e9a02 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sat, 23 Dec 2023 23:09:38 -0500 Subject: [PATCH 249/303] Add method to zero matrix entries --- fipy/matrices/pysparseMatrix.py | 4 ++++ fipy/matrices/scipyMatrix.py | 4 ++++ fipy/matrices/sparseMatrix.py | 5 +++++ fipy/matrices/trilinosMatrix.py | 3 +++ 4 files changed, 16 insertions(+) diff --git a/fipy/matrices/pysparseMatrix.py b/fipy/matrices/pysparseMatrix.py index b46cbada3a..78798057fd 100644 --- a/fipy/matrices/pysparseMatrix.py +++ b/fipy/matrices/pysparseMatrix.py @@ -392,6 +392,10 @@ def T(self): return _PysparseMatrix(matrix=A_T) + def zeroEntries(self): + _, irow, jcol = self.matrix.find() + self.put(0, irow, jcol) + class _PysparseMatrixFromShape(_PysparseMatrix): def __init__(self, rows, cols, diff --git a/fipy/matrices/scipyMatrix.py b/fipy/matrices/scipyMatrix.py index 0f2cd2278a..fb7edf9efa 100644 --- a/fipy/matrices/scipyMatrix.py +++ b/fipy/matrices/scipyMatrix.py @@ -379,6 +379,10 @@ def T(self): """ return _ScipyMatrix(matrix=self.matrix.transpose(copy=True)) + def zeroEntries(self): + id1, id2 = self.matrix.nonzero() + self.matrix[id1, id2] = 0 + class _ScipyMatrixFromShape(_ScipyMatrix): def __init__(self, rows, cols, diff --git a/fipy/matrices/sparseMatrix.py b/fipy/matrices/sparseMatrix.py index ec0dd51771..de6455b19c 100644 --- a/fipy/matrices/sparseMatrix.py +++ b/fipy/matrices/sparseMatrix.py @@ -134,6 +134,11 @@ def LIL(self): def T(self): raise NotImplementedError + def zeroEntries(self): + """Insert zeros into nonzero matrix entries. + """ + raise NotImplementedError + def _matrix2mesh(self, ids): """Convert matrix row indices to mesh cell indices """ diff --git a/fipy/matrices/trilinosMatrix.py b/fipy/matrices/trilinosMatrix.py index e9d79f3459..c02848bdeb 100644 --- a/fipy/matrices/trilinosMatrix.py +++ b/fipy/matrices/trilinosMatrix.py @@ -715,6 +715,9 @@ def T(self): return _TrilinosMatrix(matrix=A_T_bis) + def zeroEntries(self): + self.matrix.PutScalar(0) + class _TrilinosMatrixFromShape(_TrilinosMatrix): def __init__(self, rows, cols, nonZerosPerRow=1, exactNonZeros=False, matrix=None): From e14871a0da5f64cf5b45ae82fd52c3297a4f7a5e Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 27 Dec 2023 15:04:17 -0500 Subject: [PATCH 250/303] Improve access to INDEX_TYPE --- fipy/meshes/abstractMesh.py | 12 +-- fipy/meshes/builders/grid2DBuilder.py | 8 +- fipy/meshes/gmshMesh.py | 20 ++--- fipy/meshes/mesh.py | 12 +-- fipy/meshes/mesh2D.py | 5 +- fipy/meshes/topologies/abstractTopology.py | 16 ++-- fipy/meshes/topologies/gridTopology.py | 90 +++++++++++++--------- fipy/meshes/uniformGrid1D.py | 22 +++--- fipy/meshes/uniformGrid2D.py | 39 +++++----- fipy/meshes/uniformGrid3D.py | 50 +++++++----- fipy/solvers/__init__.py | 2 + fipy/terms/abstractConvectionTerm.py | 5 +- fipy/terms/abstractDiffusionTerm.py | 5 +- fipy/terms/advectionTerm.py | 8 +- fipy/terms/cellTerm.py | 14 ++-- fipy/terms/firstOrderAdvectionTerm.py | 4 +- 16 files changed, 176 insertions(+), 136 deletions(-) diff --git a/fipy/meshes/abstractMesh.py b/fipy/meshes/abstractMesh.py index 4641bb76d5..086ac663cf 100644 --- a/fipy/meshes/abstractMesh.py +++ b/fipy/meshes/abstractMesh.py @@ -16,7 +16,7 @@ from fipy.meshes.representations.abstractRepresentation import _AbstractRepresentation from fipy.meshes.topologies.abstractTopology import _AbstractTopology -from fipy.solvers import _MeshMatrix +from fipy.solvers import INDEX_TYPE class MeshAdditionError(Exception): """:class:`Exception` raised when meshes cannot be concatenated.""" @@ -378,14 +378,14 @@ def _getAddedMeshValues(self, other, resolution=1e-2): other_faceVertexIDs = numerix.append(other_faceVertexIDs, -1 * numerix.ones((diff,) + other_faceVertexIDs.shape[1:], - _MeshMatrix.INDEX_TYPE), + dtype=INDEX_TYPE), axis=0) other_faceVertexIDs = MA.masked_values(other_faceVertexIDs, -1) elif diff < 0: self_faceVertexIDs = numerix.append(self_faceVertexIDs, -1 * numerix.ones((-diff,) + self_faceVertexIDs.shape[1:], - _MeshMatrix.INDEX_TYPE), + dtype=INDEX_TYPE), axis=0) self_faceVertexIDs = MA.masked_values(self_faceVertexIDs, -1) @@ -464,14 +464,14 @@ def _getAddedMeshValues(self, other, resolution=1e-2): other_cellFaceIDs = numerix.append(other_cellFaceIDs, -1 * numerix.ones((diff,) + other_cellFaceIDs.shape[1:], - _MeshMatrix.INDEX_TYPE), + dtype=INDEX_TYPE), axis=0) other_cellFaceIDs = MA.masked_values(other_cellFaceIDs, -1) elif diff < 0: self_cellFaceIDs = numerix.append(self_cellFaceIDs, -1 * numerix.ones((-diff,) + self_cellFaceIDs.shape[1:], - _MeshMatrix.INDEX_TYPE), + dtype=INDEX_TYPE), axis=0) self_cellFaceIDs = MA.masked_values(self_cellFaceIDs, -1) @@ -493,7 +493,7 @@ def _getAddedMeshValues(self, other, resolution=1e-2): def interiorFaceIDs(self): if not hasattr(self, '_interiorFaceIDs'): self._interiorFaceIDs = numerix.nonzero(self.interiorFaces)[0] - self._interiorFaceIDs = self._interiorFaceIDs.astype(_MeshMatrix.INDEX_TYPE) + self._interiorFaceIDs = self._interiorFaceIDs.astype(INDEX_TYPE) return self._interiorFaceIDs @property diff --git a/fipy/meshes/builders/grid2DBuilder.py b/fipy/meshes/builders/grid2DBuilder.py index 49f447b983..38fa8b69ac 100644 --- a/fipy/meshes/builders/grid2DBuilder.py +++ b/fipy/meshes/builders/grid2DBuilder.py @@ -11,7 +11,7 @@ _DOffsets, _UniformOrigin, _NonuniformNumPts) -from fipy.solvers import _MeshMatrix +from fipy.solvers import INDEX_TYPE class _Grid2DBuilder(_AbstractGridBuilder): @@ -127,7 +127,7 @@ def createCells(nx, ny, numFaces, numHorizFaces, numVertCols): `cells = (f1, f2, f3, f4)` going anticlockwise. `f1` etc. refer to the faces """ - cellFaceIDs = numerix.zeros((4, nx * ny), _MeshMatrix.INDEX_TYPE) + cellFaceIDs = numerix.zeros((4, nx * ny), dtype=INDEX_TYPE) inline._runInline(""" int ID = j * ni + i; @@ -151,8 +151,8 @@ def createCells(nx, ny, numFaces, numHorizFaces, numVertCols): `cells = (f1, f2, f3, f4)` going anticlockwise. `f1` etc. refer to the faces """ - cellFaceIDs = numerix.zeros((4, nx * ny), dtype=_MeshMatrix.INDEX_TYPE) - faceIDs = numerix.arange(numFaces, dtype=_MeshMatrix.INDEX_TYPE) + cellFaceIDs = numerix.zeros((4, nx * ny), dtype=INDEX_TYPE) + faceIDs = numerix.arange(numFaces, dtype=INDEX_TYPE) if numFaces > 0: cellFaceIDs[0,:] = faceIDs[:numHorizFaces - nx] cellFaceIDs[2,:] = cellFaceIDs[0,:] + nx diff --git a/fipy/meshes/gmshMesh.py b/fipy/meshes/gmshMesh.py index f4a0bf1055..a45a0d4a83 100755 --- a/fipy/meshes/gmshMesh.py +++ b/fipy/meshes/gmshMesh.py @@ -27,7 +27,7 @@ from fipy.meshes.mesh2D import Mesh2D from fipy.meshes.topologies.meshTopology import _MeshTopology -from fipy.solvers import _MeshMatrix +from fipy.solvers import INDEX_TYPE __all__ = ["GmshException", "MeshExportError", "gmshVersion", "openMSHFile", "openPOSFile", @@ -669,7 +669,7 @@ def _deriveCellsAndFaces(self, cellsToVertIDs, shapeTypes, numCells): maxFaceLen = max([len(f) for f in uniqueFaces]) uniqueFaces = [[-1] * (maxFaceLen - len(f)) + f for f in uniqueFaces] - facesToVertices = nx.array(uniqueFaces, dtype=_MeshMatrix.INDEX_TYPE) + facesToVertices = nx.array(uniqueFaces, dtype=INDEX_TYPE) return facesToVertices.swapaxes(0, 1)[::-1], cellsToFaces.swapaxes(0, 1).copy('C'), facesDict @@ -682,7 +682,7 @@ def _translateNodesToVertices(self, entitiesNodes, vertexMap): try: vertIndices = vertexMap[nx.array(entity)] except IndexError: - vertIndices = nx.ones((len(entity),), _MeshMatrix.INDEX_TYPE) * -1 + vertIndices = nx.ones((len(entity),), dtype=INDEX_TYPE) * -1 entitiesVertices.append(vertIndices) return entitiesVertices @@ -872,7 +872,9 @@ def read(self): # convert lists of cell vertices to a properly oriented masked array maxVerts = max([len(v) for v in cellsToVertIDs]) # ticket:539 - NumPy 1.7 casts to array before concatenation and empty array defaults to float - cellsToVertIDs = [nx.concatenate((v, nx.array([-1] * (maxVerts-len(v)), dtype=_MeshMatrix.INDEX_TYPE))) for v in cellsToVertIDs] + cellsToVertIDs = [nx.concatenate((v, nx.array([-1] * (maxVerts-len(v)), + dtype=INDEX_TYPE))) + for v in cellsToVertIDs] cellsToVertIDs = nx.MA.masked_equal(cellsToVertIDs, value=-1).swapaxes(0, 1) _log.debug("Done with cells and faces.") @@ -1327,7 +1329,7 @@ def _globalNonOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ return nx.asarray(self.mesh.cellGlobalIDs, - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) @property def _globalOverlappingCellIDs(self): @@ -1349,7 +1351,7 @@ def _globalOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ return nx.asarray(self.mesh.cellGlobalIDs + self.mesh.gCellGlobalIDs, - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) @property def _localNonOverlappingCellIDs(self): @@ -1371,7 +1373,7 @@ def _localNonOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ return nx.arange(len(self.mesh.cellGlobalIDs), - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) @property def _localOverlappingCellIDs(self): @@ -1394,7 +1396,7 @@ def _localOverlappingCellIDs(self): """ return nx.arange(len(self.mesh.cellGlobalIDs) + len(self.mesh.gCellGlobalIDs), - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) @property def _localNonOverlappingFaceIDs(self): @@ -1418,7 +1420,7 @@ def _localNonOverlappingFaceIDs(self): .. note:: Trivial except for parallel meshes """ return nx.arange(self.mesh.numberOfFaces, - dtype=_MeshMatrix.INDEX_TYPE)[..., self._nonOverlappingFaces] + dtype=INDEX_TYPE)[..., self._nonOverlappingFaces] diff --git a/fipy/meshes/mesh.py b/fipy/meshes/mesh.py index 1786ec5cc5..19022429bb 100644 --- a/fipy/meshes/mesh.py +++ b/fipy/meshes/mesh.py @@ -12,7 +12,7 @@ from fipy.tools.dimensions.physicalField import PhysicalField from fipy.tools import serialComm -from fipy.solvers import _MeshMatrix +from fipy.solvers import INDEX_TYPE __all__ = ["MeshAdditionError", "Mesh"] from future.utils import text_to_native_str @@ -89,8 +89,9 @@ def _calcInteriorAndExteriorCellIDs(self): exteriorCellIDs = list(self._exteriorCellIDs) except: exteriorCellIDs = self.faceCellIDs[0, self._exteriorFaces.value] - tmp = numerix.zeros(self.numberOfCells, _MeshMatrix.INDEX_TYPE) - numerix.put(tmp, exteriorCellIDs, numerix.ones(len(exteriorCellIDs), _MeshMatrix.INDEX_TYPE)) + tmp = numerix.zeros(self.numberOfCells, dtype=INDEX_TYPE) + numerix.put(tmp, exteriorCellIDs, + numerix.ones(len(exteriorCellIDs), dtype=INDEX_TYPE)) exteriorCellIDs = numerix.nonzero(tmp) interiorCellIDs = numerix.nonzero(numerix.logical_not(tmp)) return interiorCellIDs, exteriorCellIDs @@ -429,9 +430,10 @@ def _handleFaceConnection(self): """calculate Topology methods""" def _calcFaceCellIDs(self): - array = MA.array(MA.indices(self.cellFaceIDs.shape, _MeshMatrix.INDEX_TYPE)[1], + array = MA.array(MA.indices(self.cellFaceIDs.shape, + dtype=INDEX_TYPE)[1], mask=MA.getmask(self.cellFaceIDs)) - faceCellIDs = MA.zeros((2, self.numberOfFaces), _MeshMatrix.INDEX_TYPE) + faceCellIDs = MA.zeros((2, self.numberOfFaces), dtype=INDEX_TYPE) ## Nasty bug: MA.put(arr, ids, values) fills its ids and ## values arguments when masked! This was not the behavior diff --git a/fipy/meshes/mesh2D.py b/fipy/meshes/mesh2D.py index 8dea5339fb..c7c02a7893 100644 --- a/fipy/meshes/mesh2D.py +++ b/fipy/meshes/mesh2D.py @@ -19,7 +19,7 @@ from fipy.meshes.representations.meshRepresentation import _MeshRepresentation from fipy.meshes.topologies.meshTopology import _Mesh2DTopology -from fipy.solvers import _MeshMatrix +from fipy.solvers import INDEX_TYPE def _orderVertices(vertexCoords, vertices): coordinates = numerix.take(vertexCoords, vertices) @@ -96,7 +96,8 @@ def _calcOrderedCellVertexIDs(self): @property def _nonOrthogonality(self): - exteriorFaceArray = numerix.zeros((self.faceCellIDs.shape[1],), _MeshMatrix.INDEX_TYPE) + exteriorFaceArray = numerix.zeros((self.faceCellIDs.shape[1],), + dtype=INDEX_TYPE) numerix.put(exteriorFaceArray, numerix.nonzero(self.exteriorFaces), 1) unmaskedFaceCellIDs = MA.filled(self.faceCellIDs, 0) # what we put in for the "fill" doesn't matter because only exterior diff --git a/fipy/meshes/topologies/abstractTopology.py b/fipy/meshes/topologies/abstractTopology.py index 928820cdd0..0ee4890895 100644 --- a/fipy/meshes/topologies/abstractTopology.py +++ b/fipy/meshes/topologies/abstractTopology.py @@ -38,7 +38,7 @@ def _globalNonOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ return numerix.arange(self.mesh.numberOfCells, - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) @property def _globalOverlappingCellIDs(self): @@ -60,7 +60,7 @@ def _globalOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ return numerix.arange(self.mesh.numberOfCells, - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) @property def _localNonOverlappingCellIDs(self): @@ -82,7 +82,7 @@ def _localNonOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ return numerix.arange(self.mesh.numberOfCells, - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) @property def _localOverlappingCellIDs(self): @@ -104,7 +104,7 @@ def _localOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ return numerix.arange(self.mesh.numberOfCells, - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) @property def _globalNonOverlappingFaceIDs(self): @@ -128,7 +128,7 @@ def _globalNonOverlappingFaceIDs(self): .. note:: Trivial except for parallel meshes """ return numerix.arange(self.mesh.numberOfFaces, - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) @property def _globalOverlappingFaceIDs(self): @@ -152,7 +152,7 @@ def _globalOverlappingFaceIDs(self): .. note:: Trivial except for parallel meshes """ return numerix.arange(self.mesh.numberOfFaces, - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) @property def _cellProcID(self): @@ -255,7 +255,7 @@ def _localNonOverlappingFaceIDs(self): .. note:: Trivial except for parallel meshes """ return numerix.arange(self.mesh.numberOfFaces, - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) @property def _localOverlappingFaceIDs(self): @@ -279,7 +279,7 @@ def _localOverlappingFaceIDs(self): .. note:: Trivial except for parallel meshes """ return numerix.arange(self.mesh.numberOfFaces, - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) @property def _vertexCellIDs(self): diff --git a/fipy/meshes/topologies/gridTopology.py b/fipy/meshes/topologies/gridTopology.py index 798f5b971f..28dace3cbf 100644 --- a/fipy/meshes/topologies/gridTopology.py +++ b/fipy/meshes/topologies/gridTopology.py @@ -11,7 +11,7 @@ from fipy.meshes.topologies.abstractTopology import _AbstractTopology -from fipy.solvers import _MeshMatrix +from fipy.solvers import INDEX_TYPE class _GridTopology(_AbstractTopology): @@ -43,7 +43,7 @@ def _globalNonOverlappingCellIDs(self): return numerix.arange(self.mesh.offset + self.mesh.overlap['left'], self.mesh.offset + self.mesh.nx - self.mesh.overlap['right'], - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) @property def _globalOverlappingCellIDs(self): @@ -63,7 +63,7 @@ def _globalOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ return numerix.arange(self.mesh.offset, self.mesh.offset + self.mesh.nx, - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) @property def _localNonOverlappingCellIDs(self): @@ -84,7 +84,7 @@ def _localNonOverlappingCellIDs(self): """ return numerix.arange(self.mesh.overlap['left'], self.mesh.nx - self.mesh.overlap['right'], - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) @property def _localOverlappingCellIDs(self): @@ -103,7 +103,7 @@ def _localOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ - return numerix.arange(0, self.mesh.nx, dtype=_MeshMatrix.INDEX_TYPE) + return numerix.arange(0, self.mesh.nx, dtype=INDEX_TYPE) @property def _globalNonOverlappingFaceIDs(self): @@ -123,8 +123,9 @@ def _globalNonOverlappingFaceIDs(self): .. note:: Trivial except for parallel meshes """ return numerix.arange(self.mesh.offset + self.mesh.overlap['left'], - self.mesh.offset + self.mesh.numberOfFaces - self.mesh.overlap['right'], - dtype=_MeshMatrix.INDEX_TYPE) + (self.mesh.offset + self.mesh.numberOfFaces + - self.mesh.overlap['right']), + dtype=INDEX_TYPE) @property def _globalOverlappingFaceIDs(self): @@ -143,8 +144,9 @@ def _globalOverlappingFaceIDs(self): .. note:: Trivial except for parallel meshes """ - return numerix.arange(self.mesh.offset, self.mesh.offset + self.mesh.numberOfFaces, - dtype=_MeshMatrix.INDEX_TYPE) + return numerix.arange(self.mesh.offset, + self.mesh.offset + self.mesh.numberOfFaces, + dtype=INDEX_TYPE) @property def _localNonOverlappingFaceIDs(self): @@ -164,8 +166,9 @@ def _localNonOverlappingFaceIDs(self): .. note:: Trivial except for parallel meshes """ return numerix.arange(self.mesh.overlap['left'], - self.mesh.numberOfFaces - self.mesh.overlap['right'], - dtype=_MeshMatrix.INDEX_TYPE) + (self.mesh.numberOfFaces + - self.mesh.overlap['right']), + dtype=INDEX_TYPE) @property def _localOverlappingFaceIDs(self): @@ -184,12 +187,13 @@ def _localOverlappingFaceIDs(self): .. note:: Trivial except for parallel meshes """ - return numerix.arange(0, self.mesh.numberOfFaces, dtype=_MeshMatrix.INDEX_TYPE) + return numerix.arange(0, self.mesh.numberOfFaces, dtype=INDEX_TYPE) @property def _cellTopology(self): """return a map of the topology of each cell of grid""" - cellTopology = numerix.empty((self.mesh.numberOfCells,), dtype=numerix.ubyte) + cellTopology = numerix.empty((self.mesh.numberOfCells,), + dtype=numerix.ubyte) cellTopology[:] = self._elementTopology["line"] return cellTopology @@ -218,9 +222,11 @@ def _globalNonOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ - return numerix.arange((self.mesh.offset[1] + self.mesh.overlap['bottom']) * self.mesh.nx, - (self.mesh.offset[1] + self.mesh.ny - self.mesh.overlap['top']) * self.mesh.nx, - dtype=_MeshMatrix.INDEX_TYPE) + return numerix.arange((self.mesh.offset[1] + + self.mesh.overlap['bottom']) * self.mesh.nx, + (self.mesh.offset[1] + self.mesh.ny + - self.mesh.overlap['top']) * self.mesh.nx, + dtype=INDEX_TYPE) @property def _globalOverlappingCellIDs(self): @@ -242,8 +248,10 @@ def _globalOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ - return numerix.arange(self.mesh.offset[1] * self.mesh.nx, (self.mesh.offset[1] + self.mesh.ny) * self.mesh.nx, - dtype=_MeshMatrix.INDEX_TYPE) + return numerix.arange(self.mesh.offset[1] * self.mesh.nx, + (self.mesh.offset[1] + + self.mesh.ny) * self.mesh.nx, + dtype=INDEX_TYPE) @property def _localNonOverlappingCellIDs(self): @@ -266,8 +274,9 @@ def _localNonOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ return numerix.arange(self.mesh.overlap['bottom'] * self.mesh.nx, - (self.mesh.ny - self.mesh.overlap['top']) * self.mesh.nx, - dtype=_MeshMatrix.INDEX_TYPE) + (self.mesh.ny + - self.mesh.overlap['top']) * self.mesh.nx, + dtype=INDEX_TYPE) @property def _localOverlappingCellIDs(self): @@ -289,18 +298,18 @@ def _localOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ - return numerix.arange(0, self.mesh.ny * self.mesh.nx, dtype=_MeshMatrix.INDEX_TYPE) + return numerix.arange(0, self.mesh.ny * self.mesh.nx, dtype=INDEX_TYPE) def _calcFaceIDs(self, y0, ny, global_horz_faces): prev_horz_faces = y0 * self.mesh.nx horz = numerix.arange(prev_horz_faces, prev_horz_faces + (ny + 1) * self.mesh.nx, - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) prev_vert_faces = y0 * (self.mesh.nx + 1) vert = numerix.arange(global_horz_faces + prev_vert_faces, global_horz_faces + prev_vert_faces + ny * (self.mesh.nx + 1), - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) return numerix.concatenate((horz, vert)) @@ -428,8 +437,12 @@ def _globalNonOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ - return numerix.arange((self.mesh.offset[2] + self.mesh.overlap['front']) * self.mesh.nx * self.mesh.ny, - (self.mesh.offset[2] + self.mesh.nz - self.mesh.overlap['back']) * self.mesh.nx * self.mesh.ny) + nxy = self.mesh.nx * self.mesh.ny + return numerix.arange((self.mesh.offset[2] + + self.mesh.overlap['front']) * nxy, + (self.mesh.offset[2] + + self.mesh.nz - self.mesh.overlap['back']) * nxy, + dtype=INDEX_TYPE) @property def _globalOverlappingCellIDs(self): @@ -439,10 +452,10 @@ def _globalOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ - - return numerix.arange(self.mesh.offset[2] * self.mesh.nx * self.mesh.ny, - (self.mesh.offset[2] + self.mesh.nz) * self.mesh.nx * self.mesh.ny, - dtype=_MeshMatrix.INDEX_TYPE) + nxy = self.mesh.nx * self.mesh.ny + return numerix.arange(self.mesh.offset[2] * nxy, + (self.mesh.offset[2] + self.mesh.nz) * nxy, + dtype=INDEX_TYPE) @property def _localNonOverlappingCellIDs(self): @@ -452,9 +465,10 @@ def _localNonOverlappingCellIDs(self): .. note:: Trivial except for parallel meshes """ - return numerix.arange(self.mesh.overlap['front'] * self.mesh.nx * self.mesh.ny, - (self.mesh.nz - self.mesh.overlap['back']) * self.mesh.nx * self.mesh.ny, - dtype=_MeshMatrix.INDEX_TYPE) + nxy = self.mesh.nx * self.mesh.ny + return numerix.arange(self.mesh.overlap['front'] * nxy, + (self.mesh.nz - self.mesh.overlap['back']) * nxy, + dtype=INDEX_TYPE) @property def _localOverlappingCellIDs(self): @@ -467,23 +481,23 @@ def _localOverlappingCellIDs(self): return numerix.arange(0, self.mesh.ny * self.mesh.nx * self.mesh.nz) def _calcFaceIDs(self, z0, nz, global_xy_faces, global_xz_faces): - prev_xy_faces = z0 * self.mesh.nx * self.mesh.ny + nxy = self.mesh.nx * self.mesh.ny + prev_xy_faces = z0 * nxy xy = numerix.arange(prev_xy_faces, - prev_xy_faces + - (nz + 1) * self.mesh.nx * self.mesh.ny, - dtype=_MeshMatrix.INDEX_TYPE) + prev_xy_faces + (nz + 1) * nxy, + dtype=INDEX_TYPE) prev_xz_faces = z0 * self.mesh.nx * (self.mesh.ny + 1) xz = numerix.arange(global_xy_faces + prev_xz_faces, global_xy_faces + prev_xz_faces + self.mesh.nx * (self.mesh.ny + 1) * nz, - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) prev_yz_faces = z0 * (self.mesh.nx + 1) * self.mesh.ny yz = numerix.arange(global_xy_faces + global_xz_faces + prev_yz_faces, global_xy_faces + global_xz_faces + prev_yz_faces + (self.mesh.nx + 1) * self.mesh.ny * nz, - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) return numerix.concatenate((xy, xz, yz)) diff --git a/fipy/meshes/uniformGrid1D.py b/fipy/meshes/uniformGrid1D.py index f37f5bd45d..0064adf80f 100644 --- a/fipy/meshes/uniformGrid1D.py +++ b/fipy/meshes/uniformGrid1D.py @@ -15,7 +15,7 @@ from fipy.meshes.representations.gridRepresentation import _Grid1DRepresentation from fipy.meshes.topologies.gridTopology import _Grid1DTopology -from fipy.solvers import _MeshMatrix +from fipy.solvers import INDEX_TYPE __all__ = ["UniformGrid1D"] from future.utils import text_to_native_str @@ -101,8 +101,8 @@ def _cellToFaceOrientations(self): @property def _adjacentCellIDs(self): - c1 = numerix.arange(self.numberOfFaces, dtype=_MeshMatrix.INDEX_TYPE) - ids = numerix.array((c1 - 1, c1), dtype=_MeshMatrix.INDEX_TYPE) + c1 = numerix.arange(self.numberOfFaces, dtype=INDEX_TYPE) + ids = numerix.array((c1 - 1, c1), dtype=INDEX_TYPE) if self.numberOfFaces > 0: ids[0, 0] = ids[1, 0] ids[1, -1] = ids[0, -1] @@ -110,8 +110,8 @@ def _adjacentCellIDs(self): @property def _cellToCellIDs(self): - c1 = numerix.arange(self.numberOfCells, dtype=_MeshMatrix.INDEX_TYPE) - ids = MA.array((c1 - 1, c1 + 1), dtype=_MeshMatrix.INDEX_TYPE) + c1 = numerix.arange(self.numberOfCells, dtype=INDEX_TYPE) + ids = MA.array((c1 - 1, c1 + 1), dtype=INDEX_TYPE) if self.numberOfCells > 0: ids[0, 0] = MA.masked ids[1, -1] = MA.masked @@ -269,7 +269,7 @@ def _concatenableMesh(self): @property def _cellFaceIDs(self): return MA.array(_Grid1DBuilder.createCells(self.nx), - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) @property def _maxFacesPerCell(self): @@ -281,8 +281,8 @@ def vertexCoords(self): @property def faceCellIDs(self): - c1 = numerix.arange(self.numberOfFaces, dtype=_MeshMatrix.INDEX_TYPE) - ids = MA.array((c1 - 1, c1), dtype=_MeshMatrix.INDEX_TYPE) + c1 = numerix.arange(self.numberOfFaces, dtype=INDEX_TYPE) + ids = MA.array((c1 - 1, c1), dtype=INDEX_TYPE) if self.numberOfFaces > 0: ids[0, 0] = ids[1, 0] ids[1, 0] = MA.masked @@ -291,8 +291,8 @@ def faceCellIDs(self): @property def _cellVertexIDs(self): - c1 = numerix.arange(self.numberOfCells, dtype=_MeshMatrix.INDEX_TYPE) - return numerix.array((c1 + 1, c1), dtype=_MeshMatrix.INDEX_TYPE) + c1 = numerix.arange(self.numberOfCells, dtype=INDEX_TYPE) + return numerix.array((c1 + 1, c1), dtype=INDEX_TYPE) def _getNearestCellID(self, points): """ @@ -319,7 +319,7 @@ def _getNearestCellID(self, points): xi, = points dx = self.dx - i = numerix.array(numerix.rint(((xi - x0) / dx)), dtype=_MeshMatrix.INDEX_TYPE) + i = numerix.array(numerix.rint(((xi - x0) / dx)), dtype=INDEX_TYPE) i[i < 0] = 0 i[i > nx - 1] = nx - 1 diff --git a/fipy/meshes/uniformGrid2D.py b/fipy/meshes/uniformGrid2D.py index ca539ea0bc..de0549a638 100644 --- a/fipy/meshes/uniformGrid2D.py +++ b/fipy/meshes/uniformGrid2D.py @@ -16,7 +16,7 @@ from fipy.meshes.representations.gridRepresentation import _Grid2DRepresentation from fipy.meshes.topologies.gridTopology import _Grid2DTopology -from fipy.solvers import _MeshMatrix +from fipy.solvers import INDEX_TYPE __all__ = ["UniformGrid2D"] from future.utils import text_to_native_str @@ -166,9 +166,9 @@ def _adjacentCellIDs(self): @property def _adjacentCellIDs(self): Hids = numerix.zeros((self.numberOfHorizontalRows, self.nx, 2), - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) indices = numerix.indices((self.numberOfHorizontalRows, self.nx), - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) Hids[..., 1] = indices[1] + indices[0] * self.nx Hids[..., 0] = Hids[..., 1] - self.nx @@ -179,9 +179,9 @@ def _adjacentCellIDs(self): Hids[-1, ..., 1] = Hids[-1, ..., 0] Vids = numerix.zeros((self.ny, self.numberOfVerticalColumns, 2), - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) indices = numerix.indices((self.ny, self.numberOfVerticalColumns), - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) Vids[..., 1] = indices[1] + indices[0] * self.nx Vids[..., 0] = Vids[..., 1] - 1 @@ -197,9 +197,9 @@ def _adjacentCellIDs(self): @property def _cellToCellIDs(self): - ids = MA.zeros((4, self.nx, self.ny), dtype=_MeshMatrix.INDEX_TYPE) + ids = MA.zeros((4, self.nx, self.ny), dtype=INDEX_TYPE) indices = numerix.indices((self.nx, self.ny), - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) ids[0] = indices[0] + (indices[1] - 1) * self.nx ids[1] = (indices[0] + 1) + indices[1] * self.nx ids[2] = indices[0] + (indices[1] + 1) * self.nx @@ -218,7 +218,8 @@ def _cellToCellIDs(self): def _cellToCellIDsFilled(self): N = self.numberOfCells M = self._maxFacesPerCell - cellIDs = numerix.repeat(numerix.arange(N, dtype=_MeshMatrix.INDEX_TYPE)[numerix.newaxis, ...], M, axis=0) + cellIDs = numerix.arange(N, dtype=INDEX_TYPE)[numerix.newaxis, ...] + cellIDs = numerix.repeat(cellIDs, M, axis=0) cellToCellIDs = self._cellToCellIDs return MA.where(MA.getmaskarray(cellToCellIDs), cellIDs, cellToCellIDs) @@ -473,7 +474,7 @@ def vertexCoords(self): @property def faceCellIDs(self): faceCellIDs = numerix.zeros((2, self.numberOfFaces), - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) mask = numerix.zeros((2, self.numberOfFaces), 'l') inline._runInline(""" @@ -517,9 +518,9 @@ def faceCellIDs(self): @property def faceCellIDs(self): Hids = numerix.zeros((2, self.nx, self.numberOfHorizontalRows), - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) indices = numerix.indices((self.nx, self.numberOfHorizontalRows), - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) Hids[1] = indices[0] + indices[1] * self.nx Hids[0] = Hids[1] - self.nx if self.numberOfHorizontalRows > 0: @@ -528,9 +529,9 @@ def faceCellIDs(self): Hids[1, ..., -1] = -1 Vids = numerix.zeros((2, self.numberOfVerticalColumns, self.ny), - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) indices = numerix.indices((self.numberOfVerticalColumns, self.ny), - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) Vids[1] = indices[0] + indices[1] * self.nx Vids[0] = Vids[1] - 1 if self.numberOfVerticalColumns > 0: @@ -548,16 +549,16 @@ def _cellVertexIDs(self): @property def faceVertexIDs(self): Hids = numerix.zeros((2, self.nx, self.numberOfHorizontalRows), - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) indices = numerix.indices((self.nx, self.numberOfHorizontalRows), - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) Hids[0] = indices[0] + indices[1] * self.numberOfVerticalColumns Hids[1] = Hids[0] + 1 Vids = numerix.zeros((2, self.numberOfVerticalColumns, self.ny), - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) indices = numerix.indices((self.numberOfVerticalColumns, self.ny), - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) Vids[0] = indices[0] + indices[1] * self.numberOfVerticalColumns Vids[1] = Vids[0] + self.numberOfVerticalColumns @@ -569,9 +570,9 @@ def faceVertexIDs(self): def _calcOrderedCellVertexIDs(self): """Correct ordering for VTK_PIXEL""" ids = numerix.zeros((4, self.nx, self.ny), - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) indices = numerix.indices((self.nx, self.ny), - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) ids[2] = indices[0] + (indices[1] + 1) * self.numberOfVerticalColumns ids[1] = ids[2] + 1 ids[3] = indices[0] + indices[1] * self.numberOfVerticalColumns diff --git a/fipy/meshes/uniformGrid3D.py b/fipy/meshes/uniformGrid3D.py index 7d57d22ba3..282018b7ba 100644 --- a/fipy/meshes/uniformGrid3D.py +++ b/fipy/meshes/uniformGrid3D.py @@ -10,7 +10,7 @@ from fipy.meshes.representations.gridRepresentation import _Grid3DRepresentation from fipy.meshes.topologies.gridTopology import _Grid3DTopology -from fipy.solvers import _MeshMatrix +from fipy.solvers import INDEX_TYPE __all__ = ["UniformGrid3D"] from future.utils import text_to_native_str @@ -138,9 +138,9 @@ def _adjacentCellIDs(self): @property def _cellToCellIDs(self): ids = MA.zeros((6, self.nx, self.ny, self.nz), - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) indices = numerix.indices((self.nx, self.ny, self.nz), - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) nxy = self.nx * self.ny same = indices[0] + indices[1] * self.nx + indices[2] * nxy @@ -167,7 +167,8 @@ def _cellToCellIDs(self): def _cellToCellIDsFilled(self): N = self.numberOfCells M = self._maxFacesPerCell - cellIDs = numerix.repeat(numerix.arange(N, dtype=_MeshMatrix.INDEX_TYPE)[numerix.newaxis, ...], M, axis=0) + cellIDs = numerix.arange(N, dtype=INDEX_TYPE)[numerix.newaxis, ...] + cellIDs = numerix.repeat(cellIDs, M, axis=0) cellToCellIDs = self._cellToCellIDs return MA.where(MA.getmaskarray(cellToCellIDs), cellIDs, cellToCellIDs) @@ -414,24 +415,26 @@ def _cellFaceIDs(self): self.numberOfXYFaces, self.numberOfXZFaces, self.numberOfYZFaces) - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) @property def _XYFaceIDs(self): ids = numerix.arange(0, self.numberOfXYFaces, - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) return ids.reshape((self.nz + 1, self.ny, self.nx)).swapaxes(0, 2) @property def _XZFaceIDs(self): - ids = numerix.arange(self.numberOfXYFaces, self.numberOfXYFaces + self.numberOfXZFaces, - dtype=_MeshMatrix.INDEX_TYPE) + ids = numerix.arange(self.numberOfXYFaces, + self.numberOfXYFaces + self.numberOfXZFaces, + dtype=INDEX_TYPE) return ids.reshape((self.nz, self.ny + 1, self.nx)).swapaxes(0, 2) @property def _YZFaceIDs(self): - ids = numerix.arange(self.numberOfXYFaces + self.numberOfXZFaces, self.numberOfFaces, - dtype=_MeshMatrix.INDEX_TYPE) + ids = numerix.arange(self.numberOfXYFaces + self.numberOfXZFaces, + self.numberOfFaces, + dtype=INDEX_TYPE) return ids.reshape((self.nz, self.ny, self.nx + 1)).swapaxes(0, 2) @property @@ -452,9 +455,9 @@ def vertexCoords(self): @property def faceCellIDs(self): XYids = MA.zeros((2, self.nx, self.ny, self.nz + 1), - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) indices = numerix.indices((self.nx, self.ny, self.nz + 1), - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) XYids[1] = indices[0] + (indices[1] + indices[2] * self.ny) * self.nx XYids[0] = XYids[1] - self.nx * self.ny XYids[0, ..., 0] = XYids[1, ..., 0] @@ -462,9 +465,9 @@ def faceCellIDs(self): XYids[1, ..., -1] = MA.masked XZids = MA.zeros((2, self.nx, self.ny + 1, self.nz), - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) indices = numerix.indices((self.nx, self.ny + 1, self.nz), - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) XZids[1] = indices[0] + (indices[1] + indices[2] * self.ny) * self.nx XZids[0] = XZids[1] - self.nx XZids[0,:, 0,:] = XZids[1,:, 0,:] @@ -472,18 +475,23 @@ def faceCellIDs(self): XZids[1,:, -1,:] = MA.masked YZids = MA.zeros((2, self.nx + 1, self.ny, self.nz), - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) indices = numerix.indices((self.nx + 1, self.ny, self.nz), - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) YZids[1] = indices[0] + (indices[1] + indices[2] * self.ny) * self.nx YZids[0] = YZids[1] - 1 YZids[0, 0] = YZids[1, 0] YZids[1, 0] = MA.masked YZids[1, -1] = MA.masked - return MA.concatenate((XYids.swapaxes(1, 3).reshape((2, self.numberOfXYFaces)), - XZids.swapaxes(1, 3).reshape((2, self.numberOfXZFaces)), - YZids.swapaxes(1, 3).reshape((2, self.numberOfYZFaces))), axis=1) + XYids = XYids.swapaxes(1, 3) + XZids = XZids.swapaxes(1, 3) + YZids = YZids.swapaxes(1, 3) + + return MA.concatenate((XYids.reshape((2, self.numberOfXYFaces)), + XZids.reshape((2, self.numberOfXZFaces)), + YZids.reshape((2, self.numberOfYZFaces))), + axis=1) ## from common/mesh @@ -498,9 +506,9 @@ def faceVertexIDs(self): def _calcOrderedCellVertexIDs(self): """Correct ordering for `VTK_VOXEL`""" ids = numerix.zeros((8, self.nx, self.ny, self.nz), - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) indices = numerix.indices((self.nx, self.ny, self.nz), - dtype=_MeshMatrix.INDEX_TYPE) + dtype=INDEX_TYPE) ids[1] = indices[0] + (indices[1] + (indices[2] + 1) * (self.ny + 1) + 1) * (self.nx + 1) ids[0] = ids[1] + 1 ids[3] = indices[0] + (indices[1] + (indices[2] + 1) * (self.ny + 1)) * (self.nx + 1) diff --git a/fipy/solvers/__init__.py b/fipy/solvers/__init__.py index 11048aaf27..ff4f9c5555 100644 --- a/fipy/solvers/__init__.py +++ b/fipy/solvers/__init__.py @@ -178,6 +178,8 @@ def _import_mesh_matrices(suite): # don't unpack until here in order to keep code above more succinct _RowMeshMatrix, _ColMeshMatrix, _MeshMatrix = _mesh_matrices +INDEX_TYPE = _MeshMatrix.INDEX_TYPE + from fipy.tests.doctestPlus import register_skipper register_skipper(flag='PYSPARSE_SOLVER', diff --git a/fipy/terms/abstractConvectionTerm.py b/fipy/terms/abstractConvectionTerm.py index 16fc1a1930..78c4492868 100644 --- a/fipy/terms/abstractConvectionTerm.py +++ b/fipy/terms/abstractConvectionTerm.py @@ -11,7 +11,7 @@ from fipy.terms import AbstractBaseClassError from fipy.terms import VectorCoeffError from fipy.tools import numerix -from fipy.solvers import _MeshMatrix +from fipy.solvers import INDEX_TYPE class _AbstractConvectionTerm(FaceTerm): """ @@ -190,7 +190,8 @@ def divergence(face_value): ) - ids = self._reshapeIDs(var, numerix.arange(mesh.numberOfCells, dtype=_MeshMatrix.INDEX_TYPE)) + ids = self._reshapeIDs(var, numerix.arange(mesh.numberOfCells, + ådtype=INDEX_TYPE)) L.addAt(numerix.array(self.constraintL).ravel(), ids.ravel(), ids.swapaxes(0, 1).ravel()) b += numerix.reshape(self.constraintB.value, ids.shape).sum(0).ravel() diff --git a/fipy/terms/abstractDiffusionTerm.py b/fipy/terms/abstractDiffusionTerm.py index b18da86d7a..eecb844adf 100644 --- a/fipy/terms/abstractDiffusionTerm.py +++ b/fipy/terms/abstractDiffusionTerm.py @@ -7,7 +7,7 @@ import os from fipy import input -from fipy.solvers import _MeshMatrix +from fipy.solvers import INDEX_TYPE from fipy.terms.unaryTerm import _UnaryTerm from fipy.tools import numerix from fipy.terms import TermMultiplyError @@ -320,7 +320,8 @@ def _buildMatrix(self, var, SparseMatrix, boundaryConditions=(), dt=None, transi self.constraintL = -constrainedNormalsDotCoeffOverdAP.divergence * mesh.cellVolumes - ids = self._reshapeIDs(var, numerix.arange(mesh.numberOfCells, dtype=_MeshMatrix.INDEX_TYPE)) + ids = self._reshapeIDs(var, numerix.arange(mesh.numberOfCells, + dtype=INDEX_TYPE)) L.addAt(self.constraintL.ravel(), ids.ravel(), ids.swapaxes(0, 1).ravel()) b += numerix.reshape(self.constraintB.ravel(), ids.shape).sum(-2).ravel() diff --git a/fipy/terms/advectionTerm.py b/fipy/terms/advectionTerm.py index d9b315fc87..5da8a32158 100644 --- a/fipy/terms/advectionTerm.py +++ b/fipy/terms/advectionTerm.py @@ -8,7 +8,7 @@ from fipy.tools.numerix import MA from fipy.tools import numerix -from fipy.solvers import _MeshMatrix +from fipy.solvers import INDEX_TYPE from fipy.terms.firstOrderAdvectionTerm import FirstOrderAdvectionTerm @@ -183,8 +183,10 @@ def _getDifferences(self, adjacentValues, cellValues, oldArray, cellToCellIDs, m adjacentNormalGradient = numerix.dot(adjacentGradient, mesh._cellNormals) adjacentUpValues = cellValues + 2 * dAP * adjacentNormalGradient - cellIDs = numerix.repeat(numerix.arange(mesh.numberOfCells, dtype=_MeshMatrix.INDEX_TYPE)[numerix.newaxis, ...], - mesh._maxFacesPerCell, axis=0) + cellIDs = numerix.arange(mesh.numberOfCells, + dtype=INDEX_TYPE)[numerix.newaxis, ...] + cellIDs = numerix.repeat(cellIDs, + mesh._maxFacesPerCell, axis=0) cellIDs = MA.masked_array(cellIDs, mask = MA.getmask(mesh._cellToCellIDs)) cellGradient = numerix.take(oldArray.grad, cellIDs, axis=-1) cellNormalGradient = numerix.dot(cellGradient, mesh._cellNormals) diff --git a/fipy/terms/cellTerm.py b/fipy/terms/cellTerm.py index c59de78969..8d070cdb8d 100644 --- a/fipy/terms/cellTerm.py +++ b/fipy/terms/cellTerm.py @@ -2,7 +2,7 @@ from __future__ import unicode_literals __docformat__ = 'restructuredtext' -from fipy.solvers import _MeshMatrix +from fipy.solvers import INDEX_TYPE from fipy.terms.nonDiffusionTerm import _NonDiffusionTerm from fipy.tools import inline from fipy.tools import numerix @@ -113,11 +113,15 @@ def _buildMatrixInline_(self, L, oldArray, b, dt, coeffVectors): L.addAtDiagonal(updatePyArray) def _buildMatrixNoInline_(self, L, oldArray, b, dt, coeffVectors): - ids = self._reshapeIDs(oldArray, numerix.arange(oldArray.shape[-1], dtype=_MeshMatrix.INDEX_TYPE)) - b += (oldArray.value[numerix.newaxis] * coeffVectors['old value']).sum(-2).ravel() / dt + ids = self._reshapeIDs(oldArray, numerix.arange(oldArray.shape[-1], + dtype=INDEX_TYPE)) + b += (oldArray.value[numerix.newaxis] + * coeffVectors['old value']).sum(-2).ravel() / dt b += coeffVectors['b vector'][numerix.newaxis].sum(-2).ravel() - L.addAt(coeffVectors['new value'].ravel() / dt, ids.ravel(), ids.swapaxes(0, 1).ravel()) - L.addAt(coeffVectors['diagonal'].ravel(), ids.ravel(), ids.swapaxes(0, 1).ravel()) + L.addAt(coeffVectors['new value'].ravel() / dt, + ids.ravel(), ids.swapaxes(0, 1).ravel()) + L.addAt(coeffVectors['diagonal'].ravel(), + ids.ravel(), ids.swapaxes(0, 1).ravel()) def _buildMatrix(self, var, SparseMatrix, boundaryConditions=(), dt=None, transientGeomCoeff=None, diffusionGeomCoeff=None): diff --git a/fipy/terms/firstOrderAdvectionTerm.py b/fipy/terms/firstOrderAdvectionTerm.py index 94c94ecccd..74d929d39b 100644 --- a/fipy/terms/firstOrderAdvectionTerm.py +++ b/fipy/terms/firstOrderAdvectionTerm.py @@ -6,6 +6,7 @@ from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] +from fipy.solvers import INDEX_TYPE from fipy.tools import numerix from fipy.tools.numerix import MA @@ -98,7 +99,8 @@ def _buildMatrix(self, var, SparseMatrix, boundaryConditions=(), dt=None, equati cellValues = numerix.repeat(oldArray[numerix.newaxis, ...], NCellFaces, axis = 0) - cellIDs = numerix.repeat(numerix.arange(NCells, dtype=_MeshMatrix.INDEX_TYPE)[numerix.newaxis, ...], NCellFaces, axis = 0) + cellIDs = numerix.arange(NCells, dtype=INDEX_TYPE)[numerix.newaxis, ...] + cellIDs = numerix.repeat(cellIDs, NCellFaces, axis = 0) cellToCellIDs = mesh._cellToCellIDs if NCells > 0: From ad51b75371f473f6c0c8e4cc336eb14995cee8d3 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 27 Dec 2023 19:00:09 -0500 Subject: [PATCH 251/303] Fix typos --- fipy/meshes/topologies/abstractTopology.py | 2 +- fipy/meshes/uniformGrid3D.py | 2 +- fipy/terms/abstractConvectionTerm.py | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/fipy/meshes/topologies/abstractTopology.py b/fipy/meshes/topologies/abstractTopology.py index 0ee4890895..e5235eeb93 100644 --- a/fipy/meshes/topologies/abstractTopology.py +++ b/fipy/meshes/topologies/abstractTopology.py @@ -3,7 +3,7 @@ __docformat__ = 'restructuredtext' from ...tools import numerix -from ...solvers import _MeshMatrix +from ...solvers import INDEX_TYPE from ...variables.cellVariable import CellVariable __all__ = [] diff --git a/fipy/meshes/uniformGrid3D.py b/fipy/meshes/uniformGrid3D.py index 282018b7ba..f08f026d33 100644 --- a/fipy/meshes/uniformGrid3D.py +++ b/fipy/meshes/uniformGrid3D.py @@ -414,7 +414,7 @@ def _cellFaceIDs(self): self.nz, self.numberOfXYFaces, self.numberOfXZFaces, - self.numberOfYZFaces) + self.numberOfYZFaces), dtype=INDEX_TYPE) @property diff --git a/fipy/terms/abstractConvectionTerm.py b/fipy/terms/abstractConvectionTerm.py index 78c4492868..2270961154 100644 --- a/fipy/terms/abstractConvectionTerm.py +++ b/fipy/terms/abstractConvectionTerm.py @@ -191,7 +191,7 @@ def divergence(face_value): ids = self._reshapeIDs(var, numerix.arange(mesh.numberOfCells, - ådtype=INDEX_TYPE)) + dtype=INDEX_TYPE)) L.addAt(numerix.array(self.constraintL).ravel(), ids.ravel(), ids.swapaxes(0, 1).ravel()) b += numerix.reshape(self.constraintB.value, ids.shape).sum(0).ravel() From 6ef2b87cdeb4537ed3df1cccfb9095c56af95a2c Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 27 Dec 2023 19:00:33 -0500 Subject: [PATCH 252/303] Stack mask for coupled/vector matrices --- fipy/matrices/sparseMatrix.py | 41 ++++++++++++++++++++++------------- 1 file changed, 26 insertions(+), 15 deletions(-) diff --git a/fipy/matrices/sparseMatrix.py b/fipy/matrices/sparseMatrix.py index de6455b19c..be22fbbc12 100644 --- a/fipy/matrices/sparseMatrix.py +++ b/fipy/matrices/sparseMatrix.py @@ -194,6 +194,14 @@ def _cellIDsToGlobalIDs(IDs, M, L): N = len(IDs) return (numerix.vstack([IDs] * M) + numerix.indices((M, N))[0] * L).flatten() + def _cellsToMatrixMask(self, overlapping, M): + if overlapping: + L = self.mesh.numberOfCells + mask = numerix.ones((M * L,), dtype=bool) + else: + mask = self.bodies + return numerix.hstack([mask] * M) + def _cellIDsToGlobalRowIDs(self, IDs): return self._cellIDsToGlobalIDs(IDs, M=self.numberOfEquations, L=self.mesh.globalNumberOfCells) @@ -202,6 +210,10 @@ def _cellIDsToLocalRowIDs(self, IDs): return self._cellIDsToGlobalIDs(IDs, M=self.numberOfEquations, L=self.mesh.numberOfCells) + def _cellsToRowMask(self, overlapping): + return self._cellsToMatrixMask(overlapping, + M=self.numberOfEquations) + @property def globalNonOverlappingRowIDs(self): if not hasattr(self, "_globalNonOverlappingRowIDs"): @@ -226,6 +238,10 @@ def _cellIDsToLocalColIDs(self, IDs): return self._cellIDsToGlobalIDs(IDs, M=self.numberOfVariables, L=self.mesh.numberOfCells) + def _cellsToColMask(self, overlapping): + return self._cellsToMatrixMask(overlapping, + M=self.numberOfVariables) + @property def globalNonOverlappingColIDs(self): if not hasattr(self, "_globalNonOverlappingColIDs"): @@ -246,14 +262,8 @@ def localOverlappingColIDs(self): def localNonOverlappingColIDs(self): return self._cellIDsToLocalColIDs(self.mesh._localNonOverlappingCellIDs) - def _getStencil_(self, id1, id2, - globalOverlappihgIDs, globalNonOverlappihgIDs, - overlapping=False): - if overlapping: - mask = numerix.ones(id1.shape, dtype=bool) - else: - mask = self.bodies[id1] - + def _getStencil_(self, id1, id2, globalOverlappihgIDs, mask): + mask = mask[id1] id1 = globalOverlappihgIDs[id1][mask] id1 = self.matrix()._mesh2matrix(id1) id2 = numerix.asarray(id2)[mask] @@ -307,15 +317,14 @@ class _RowMesh2Matrix(_Mesh2Matrix): def _getStencil(self, id1, id2, overlapping=False): return self._getStencil_(id1, id2, self.globalOverlappingRowIDs, - self.globalNonOverlappingRowIDs, - overlapping) + self._cellsToRowMask(overlapping)) class _ColMesh2Matrix(_Mesh2Matrix): def _getStencil(self, id1, id2, overlapping=False): - id2, id1, mask = self._getStencil_(id2, id1, - self.globalOverlappingColIDs, - self.globalNonOverlappingColIDs, - overlapping) + (id2, id1, + mask) = self._getStencil_(id2, id1, + self.globalOverlappingColIDs, + self._cellsToColMask(overlapping)) return id1, id2, mask @@ -323,7 +332,9 @@ class _RowColMesh2Matrix(_RowMesh2Matrix): def _getStencil(self, id1, id2, overlapping=False): id2 = self.globalOverlappingColIDs[id2] - id1, id2, mask = super(_RowColMesh2Matrix, self)._getStencil(id1, id2, overlapping) + (id1, id2, + mask) = super(_RowColMesh2Matrix, self)._getStencil(id1, id2, + overlapping) id2 = self.matrix()._mesh2matrix(id2) From cf06a8b5a27adf6635f6fda33f7256f30192a604 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 28 Dec 2023 10:30:14 -0500 Subject: [PATCH 253/303] Assemble before zeroing Should be assembled already, but sometimes not, at least for some unit tests. --- fipy/matrices/petscMatrix.py | 1 + 1 file changed, 1 insertion(+) diff --git a/fipy/matrices/petscMatrix.py b/fipy/matrices/petscMatrix.py index 1f61b94096..499dcef1b4 100644 --- a/fipy/matrices/petscMatrix.py +++ b/fipy/matrices/petscMatrix.py @@ -514,6 +514,7 @@ def T(self): return _PETScMatrix(matrix=self.matrix.transpose()) def zeroEntries(self): + self.matrix.assemble() self.matrix.zeroEntries() class _PETScMatrixFromShape(_PETScMatrix): From 88dcb7fe193462bbba8a8247b05df247290f33a6 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 28 Dec 2023 19:16:04 -0500 Subject: [PATCH 254/303] Fix indexing of offset matrices --- fipy/matrices/offsetSparseMatrix.py | 13 +++++---- fipy/terms/coupledBinaryTerm.py | 43 ++++++++++++++++++----------- 2 files changed, 35 insertions(+), 21 deletions(-) diff --git a/fipy/matrices/offsetSparseMatrix.py b/fipy/matrices/offsetSparseMatrix.py index ce62dd42f4..e45045fee3 100644 --- a/fipy/matrices/offsetSparseMatrix.py +++ b/fipy/matrices/offsetSparseMatrix.py @@ -5,18 +5,21 @@ from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] -def OffsetSparseMatrix(SparseMatrix, numberOfVariables, numberOfEquations): +def OffsetSparseMatrix(SparseMatrix, + numberOfVariables, numberOfEquations, + equationIndex=0, varIndex=0): """ Used in binary terms. `equationIndex` and `varIndex` need to be set statically before instantiation. """ class OffsetSparseMatrixClass(SparseMatrix): - equationIndex = 0 - varIndex = 0 - def __init__(self, mesh, nonZerosPerRow=1, exactNonZeros=False, numberOfVariables=numberOfVariables, - numberOfEquations=numberOfEquations): + numberOfEquations=numberOfEquations, + equationIndex=equationIndex, + varIndex=varIndex): + self.equationIndex = equationIndex + self.varIndex = varIndex if hasattr(nonZerosPerRow, "__iter__"): # nonZerosPerRow is an iterable for each row. # need to pad rows for other equations with zeros. diff --git a/fipy/terms/coupledBinaryTerm.py b/fipy/terms/coupledBinaryTerm.py index f2aabdcaed..a06e4748bf 100644 --- a/fipy/terms/coupledBinaryTerm.py +++ b/fipy/terms/coupledBinaryTerm.py @@ -55,6 +55,14 @@ def _verifyVar(self, var): def _buildExplcitIfOther(self): return False + def _offsetMatrix(self, SparseMatrix, equationIndex=0, varIndex=0): + from fipy.matrices.offsetSparseMatrix import OffsetSparseMatrix + return OffsetSparseMatrix(SparseMatrix=SparseMatrix, + numberOfVariables=len(self._vars), + numberOfEquations=len(self._uncoupledTerms), + equationIndex=equationIndex, + varIndex=varIndex) + def _buildAndAddMatrices(self, var, SparseMatrix, boundaryConditions=(), dt=None, transientGeomCoeff=None, diffusionGeomCoeff=None, buildExplicitIfOther=False): """Build matrices of constituent Terms and collect them @@ -62,30 +70,33 @@ def _buildAndAddMatrices(self, var, SparseMatrix, boundaryConditions=(), dt=Non """ - from fipy.matrices.offsetSparseMatrix import OffsetSparseMatrix - SparseMatrix = OffsetSparseMatrix(SparseMatrix=SparseMatrix, - numberOfVariables=len(self._vars), - numberOfEquations=len(self._uncoupledTerms)) - matrix = self._getMatrix(SparseMatrix=SparseMatrix, mesh=var.mesh) + CoupledMatrixClass = self._offsetMatrix(SparseMatrix=SparseMatrix) + matrix = self._getMatrix(SparseMatrix=CoupledMatrixClass, + mesh=var.mesh) RHSvectors = [] for equationIndex, uncoupledTerm in enumerate(self._uncoupledTerms): - SparseMatrix.equationIndex = equationIndex termRHSvector = 0 - termMatrix = SparseMatrix(mesh=var.mesh) + EqnMatrixClass = self._offsetMatrix(SparseMatrix=SparseMatrix, + equationIndex=equationIndex) + termMatrix = EqnMatrixClass(mesh=var.mesh) for varIndex, tmpVar in enumerate(var.vars): - SparseMatrix.varIndex = varIndex - - tmpVar, tmpMatrix, tmpRHSvector = uncoupledTerm._buildAndAddMatrices(tmpVar, - SparseMatrix, - boundaryConditions=(), - dt=dt, - transientGeomCoeff=uncoupledTerm._getTransientGeomCoeff(tmpVar), - diffusionGeomCoeff=uncoupledTerm._getDiffusionGeomCoeff(tmpVar), - buildExplicitIfOther=buildExplicitIfOther) + VarMatrixClass = self._offsetMatrix(SparseMatrix=SparseMatrix, + equationIndex=equationIndex, + varIndex=varIndex) + + (tmpVar, + tmpMatrix, + tmpRHSvector) = uncoupledTerm._buildAndAddMatrices(tmpVar, + VarMatrixClass, + boundaryConditions=(), + dt=dt, + transientGeomCoeff=uncoupledTerm._getTransientGeomCoeff(tmpVar), + diffusionGeomCoeff=uncoupledTerm._getDiffusionGeomCoeff(tmpVar), + buildExplicitIfOther=buildExplicitIfOther) termMatrix += tmpMatrix termRHSvector += tmpRHSvector From dc1c50eab1d4a9371db4edc591df7e9c00fa8563 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 28 Dec 2023 21:42:10 -0500 Subject: [PATCH 255/303] Zero all entries, even of offset matrices --- fipy/matrices/pysparseMatrix.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/fipy/matrices/pysparseMatrix.py b/fipy/matrices/pysparseMatrix.py index 78798057fd..67efe5d6f9 100644 --- a/fipy/matrices/pysparseMatrix.py +++ b/fipy/matrices/pysparseMatrix.py @@ -394,7 +394,7 @@ def T(self): def zeroEntries(self): _, irow, jcol = self.matrix.find() - self.put(0, irow, jcol) + self.matrix.put(0, irow, jcol) class _PysparseMatrixFromShape(_PysparseMatrix): From d4fe3ff9e0fbbf43160af4c7900b3d2f9a387f23 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 29 Dec 2023 10:18:01 -0500 Subject: [PATCH 256/303] Ensure b-vector is ndarray --- fipy/solvers/pysparse/pysparseSolver.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/fipy/solvers/pysparse/pysparseSolver.py b/fipy/solvers/pysparse/pysparseSolver.py index bb230d10ba..7642bef2e6 100644 --- a/fipy/solvers/pysparse/pysparseSolver.py +++ b/fipy/solvers/pysparse/pysparseSolver.py @@ -112,7 +112,7 @@ def _solve(self): raise SolutionVariableNumberError - self._solve_(self.matrix, array, self.RHSvector) + self._solve_(self.matrix, array, numerix.array(self.RHSvector)) factor = self.var.unit.factor if factor != 1: array /= self.var.unit.factor From 2385cbd535b9225e33d8033f549dd3293b0e8e9f Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 29 Dec 2023 12:42:13 -0500 Subject: [PATCH 257/303] Ensure bandwidth is integer --- fipy/matrices/trilinosMatrix.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/fipy/matrices/trilinosMatrix.py b/fipy/matrices/trilinosMatrix.py index c02848bdeb..1706c3f2f1 100644 --- a/fipy/matrices/trilinosMatrix.py +++ b/fipy/matrices/trilinosMatrix.py @@ -148,7 +148,7 @@ def __iadd__(self, other): # Depending on which one is more filled, pick the order of operations if self.matrix.Filled() and other.matrix.NumGlobalNonzeros() \ > self.matrix.NumGlobalNonzeros(): - tempBandwidth = other.matrix.NumGlobalNonzeros() / self.matrix.NumGlobalRows()+1 + tempBandwidth = other.matrix.NumGlobalNonzeros() // self.matrix.NumGlobalRows()+1 tempMatrix = Epetra.CrsMatrix(Epetra.Copy, self.rowMap, tempBandwidth) From ad921eeb49ee3a47ad022f85110151486d1313a4 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 29 Dec 2023 17:05:00 -0500 Subject: [PATCH 258/303] Properly cache offset matrices --- fipy/matrices/offsetSparseMatrix.py | 2 +- fipy/terms/binaryTerm.py | 12 +++++++++++- fipy/terms/term.py | 3 ++- 3 files changed, 14 insertions(+), 3 deletions(-) diff --git a/fipy/matrices/offsetSparseMatrix.py b/fipy/matrices/offsetSparseMatrix.py index e45045fee3..c6ae8e46aa 100644 --- a/fipy/matrices/offsetSparseMatrix.py +++ b/fipy/matrices/offsetSparseMatrix.py @@ -7,7 +7,7 @@ def OffsetSparseMatrix(SparseMatrix, numberOfVariables, numberOfEquations, - equationIndex=0, varIndex=0): + equationIndex, varIndex): """ Used in binary terms. `equationIndex` and `varIndex` need to be set statically before instantiation. """ diff --git a/fipy/terms/binaryTerm.py b/fipy/terms/binaryTerm.py index 0acd3aecce..ea55822c4d 100644 --- a/fipy/terms/binaryTerm.py +++ b/fipy/terms/binaryTerm.py @@ -20,7 +20,7 @@ def _buildAndAddMatrices(self, var, SparseMatrix, boundaryConditions=(), dt=Non """ - matrix = self._getMatrix(SparseMatrix=SparseMatrix, mesh=var.mesh) + matrix = self._getMatrix(SparseMatrix=SparseMatrix, mesh=var.mesh, var=var) RHSvector = 0 for term in (self.term, self.other): @@ -40,6 +40,16 @@ def _buildAndAddMatrices(self, var, SparseMatrix, boundaryConditions=(), dt=Non return (var, matrix, RHSvector) + def _getMatrix(self, SparseMatrix, mesh, var, nonZerosPerRow=0): + if not hasattr(self, "_sparsematrix"): + self._sparsematrix = {} + + if var not in self._sparsematrix: + self._sparsematrix[var] = SparseMatrix(mesh=mesh, nonZerosPerRow=nonZerosPerRow) + else: + self._sparsematrix[var].zeroEntries() + return self._sparsematrix[var] + def _getDefaultSolver(self, var, solver, *args, **kwargs): for term in (self.term, self.other): defaultSolver = term._getDefaultSolver(var, solver, *args, **kwargs) diff --git a/fipy/terms/term.py b/fipy/terms/term.py index 215aef980c..15519e71de 100644 --- a/fipy/terms/term.py +++ b/fipy/terms/term.py @@ -103,7 +103,8 @@ def _getMatrixClass(self, solver, var): from fipy.matrices.offsetSparseMatrix import OffsetSparseMatrix SparseMatrix = OffsetSparseMatrix(SparseMatrix=solver._matrixClass, numberOfVariables=self._vectorSize(var), - numberOfEquations=self._vectorSize(var)) + numberOfEquations=self._vectorSize(var), + equationIndex=0, varIndex=0) else: SparseMatrix = solver._matrixClass From 1d794d95930bde7b39110bc9804dff9605817e46 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 29 Dec 2023 18:31:13 -0500 Subject: [PATCH 259/303] Restore matrix normalization Removed in f083a86da --- fipy/solvers/scipy/linearLUSolver.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/fipy/solvers/scipy/linearLUSolver.py b/fipy/solvers/scipy/linearLUSolver.py index 4d956f6083..321179df3e 100644 --- a/fipy/solvers/scipy/linearLUSolver.py +++ b/fipy/solvers/scipy/linearLUSolver.py @@ -35,11 +35,16 @@ def _adaptInitialTolerance(self, L, x, b): return (self._residualNorm(L, x, b), None) def _solve_(self, L, x, b): + diag = L.takeDiagonal() + maxdiag = max(numerix.absolute(diag)) + L = L * (1 / maxdiag) + b = b * (1 / maxdiag) + tolerance_scale, _ = self._adaptTolerance(L, x, b) self._log.debug("BEGIN solve") - LU = splu(L.matrix.asformat("csc"), diag_pivot_thresh=1., + LU = splu(L.matrix.asformat("csc"), diag_pivot_thresh=maxdiag, relax=1, panel_size=10, permc_spec=3) From a57bd08ee127d49708d5c9d4aff0786b1ec575f6 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 2 Jan 2024 16:42:31 -0500 Subject: [PATCH 260/303] Standardize that `Solver._Lxb` returns a FiPy _SparseMatrix Previously inconsistent about whether `L` was a `_SparseMatrix` or an underlying suite sparse matrix. `x` and `b` continue to be appropriate vectors for the suite. --- fipy/solvers/petsc/petscSolver.py | 4 ++-- fipy/solvers/solver.py | 10 ++++++++++ fipy/solvers/trilinos/trilinosSolver.py | 6 +++--- 3 files changed, 15 insertions(+), 5 deletions(-) diff --git a/fipy/solvers/petsc/petscSolver.py b/fipy/solvers/petsc/petscSolver.py index 835e52bbdd..4de083a9ef 100644 --- a/fipy/solvers/petsc/petscSolver.py +++ b/fipy/solvers/petsc/petscSolver.py @@ -44,8 +44,8 @@ def _rhsNorm(self, L, x, b): return b.norm(PETSc.NormType.NORM_2) def _matrixNorm(self, L, x, b): - L.assemble() - return L.norm(PETSc.NormType.NORM_INFINITY) + L.matrix.assemble() + return L.matrix.norm(PETSc.NormType.NORM_INFINITY) def _residualVectorAndNorm(self, L, x, b): residualVector = L * x - b diff --git a/fipy/solvers/solver.py b/fipy/solvers/solver.py index 6eabc7822a..3f313bf5ba 100644 --- a/fipy/solvers/solver.py +++ b/fipy/solvers/solver.py @@ -223,6 +223,16 @@ def _naturalNorm(self, L, x, b): @property def _Lxb(self): + """ + Returns + ------- + L : ~fipy.matrices.sparseMatrix._SparseMatrix + Sparse matrix object + x : ??? + Solution variable in form suitable for solver + b : ??? + Right-hand side vector in form suitable for solver + """ raise NotImplementedError @property diff --git a/fipy/solvers/trilinos/trilinosSolver.py b/fipy/solvers/trilinos/trilinosSolver.py index 5fcdca305a..6a4465d6c6 100644 --- a/fipy/solvers/trilinos/trilinosSolver.py +++ b/fipy/solvers/trilinos/trilinosSolver.py @@ -67,12 +67,12 @@ def _rhsNorm(self, L, x, b): return b.Norm2() def _matrixNorm(self, L, x, b): - return L.NormInf() + return L.matrix.NormInf() def _residualVectorAndNorm(self, L, x, b): # residualVector = L*x - b - residualVector = Epetra.Vector(L.RangeMap()) - L.Multiply(False, x, residualVector) + residualVector = Epetra.Vector(L.matrix.RangeMap()) + L.matrix.Multiply(False, x, residualVector) # If A is an Epetra.Vector with map M # and B is an Epetra.Vector with map M # and C = A - B From 6607a2ee6999d993e3f8f8801b518fbd54c1d40f Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 2 Jan 2024 17:05:17 -0500 Subject: [PATCH 261/303] Document what `._Lxb` does --- fipy/solvers/petsc/petscSolver.py | 11 +++++++++++ fipy/solvers/pyamgx/pyAMGXSolver.py | 11 +++++++++++ fipy/solvers/pysparse/pysparseSolver.py | 11 +++++++++++ fipy/solvers/scipy/scipySolver.py | 12 +++++++++++- fipy/solvers/solver.py | 3 ++- fipy/solvers/trilinos/trilinosSolver.py | 11 +++++++++++ 6 files changed, 57 insertions(+), 2 deletions(-) diff --git a/fipy/solvers/petsc/petscSolver.py b/fipy/solvers/petsc/petscSolver.py index 4de083a9ef..913bece958 100644 --- a/fipy/solvers/petsc/petscSolver.py +++ b/fipy/solvers/petsc/petscSolver.py @@ -54,6 +54,17 @@ def _residualVectorAndNorm(self, L, x, b): @property def _Lxb(self): + """Matrix, solution vector, and right-hand side vector + + Returns + ------- + L : ~fipy.matrices.petscMatrix._PETScMeshMatrix + Sparse matrix object + x : PETSc.Vec + Solution variable as ghosted vector + b : PETSc.Vec + Right-hand side as ghosted vector + """ globalMatrix, overlappingVector, overlappingRHSvector = self._globalMatrixAndVectors return (globalMatrix.matrix, overlappingVector, diff --git a/fipy/solvers/pyamgx/pyAMGXSolver.py b/fipy/solvers/pyamgx/pyAMGXSolver.py index 10b646fb05..94554fa799 100644 --- a/fipy/solvers/pyamgx/pyAMGXSolver.py +++ b/fipy/solvers/pyamgx/pyAMGXSolver.py @@ -163,6 +163,17 @@ def _solve_(self, L, x, b): @property def _Lxb(self): + """Matrix, solution vector, and right-hand side vector + + Returns + ------- + L : ~fipy.matrices.scipyMatrix._ScipyMeshMatrix + Sparse matrix object + x : ndarray + Solution variable + b : ndarray + Right-hand side vector + """ return (self.matrix, self.var.ravel(), numerix.array(self.RHSvector)) def _solve(self): diff --git a/fipy/solvers/pysparse/pysparseSolver.py b/fipy/solvers/pysparse/pysparseSolver.py index 7642bef2e6..bc13588457 100644 --- a/fipy/solvers/pysparse/pysparseSolver.py +++ b/fipy/solvers/pysparse/pysparseSolver.py @@ -76,6 +76,17 @@ def _residualVectorAndNorm(self, L, x, b): @property def _Lxb(self): + """Matrix, solution vector, and right-hand side vector + + Returns + ------- + L : ~fipy.matrices.pysparseMatrix._PysparseMatrix + Sparse matrix object + x : ndarray + Solution variable + b : ndarray + Right-hand side vector + """ return (self.matrix, self.var.ravel(), numerix.array(self.RHSvector)) def _adaptUnscaledTolerance(self, L, x, b): diff --git a/fipy/solvers/scipy/scipySolver.py b/fipy/solvers/scipy/scipySolver.py index 78bcb785be..7547963062 100644 --- a/fipy/solvers/scipy/scipySolver.py +++ b/fipy/solvers/scipy/scipySolver.py @@ -60,7 +60,17 @@ def _residualVectorAndNorm(self, L, x, b): @property def _Lxb(self): - return (self.matrix, self.var.ravel(), numerix.array(self.RHSvector)) + """Matrix, solution vector, and right-hand side vector + + Returns + ------- + L : ~fipy.matrices.scipyMatrix._ScipyMeshMatrix + Sparse matrix object + x : ndarray + Solution variable + b : ndarray + Right-hand side vector + """ def _solve(self): diff --git a/fipy/solvers/solver.py b/fipy/solvers/solver.py index 3f313bf5ba..173b01bf86 100644 --- a/fipy/solvers/solver.py +++ b/fipy/solvers/solver.py @@ -223,7 +223,8 @@ def _naturalNorm(self, L, x, b): @property def _Lxb(self): - """ + """Matrix, solution vector, and right-hand side vector + Returns ------- L : ~fipy.matrices.sparseMatrix._SparseMatrix diff --git a/fipy/solvers/trilinos/trilinosSolver.py b/fipy/solvers/trilinos/trilinosSolver.py index 6a4465d6c6..8d464c9ff8 100644 --- a/fipy/solvers/trilinos/trilinosSolver.py +++ b/fipy/solvers/trilinos/trilinosSolver.py @@ -83,6 +83,17 @@ def _residualVectorAndNorm(self, L, x, b): @property def _Lxb(self): + """Matrix, solution vector, and right-hand side vector + + Returns + ------- + L : ~fipy.solvers._MeshMatrix + Sparse matrix object + x : Epetra.Vector + Solution variable as non-ghosted vector + b : Epetra.Vector + Right-hand side as non-ghosted vector + """ globalMatrix, nonOverlappingVector, nonOverlappingRHSvector, _ = self._globalMatrixAndVectors return (globalMatrix.matrix, nonOverlappingVector, From 58d06a1939f24ba340762d1ad1a0c2bb963d613d Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 2 Jan 2024 23:52:07 -0500 Subject: [PATCH 262/303] Refactor `_solve()` and `_solve_()` `Solver._solve()` is common and has access to FiPy objects. `Solver._solve_()` is defined for each solver suite and takes L, x, b suitable for particular solver suite. --- fipy/solvers/petsc/dummySolver.py | 2 +- fipy/solvers/petsc/linearLUSolver.py | 18 +++++ fipy/solvers/petsc/petscKrylovSolver.py | 18 +++++ fipy/solvers/petsc/petscSolver.py | 71 +++++++++---------- fipy/solvers/pyamgx/pyAMGXSolver.py | 23 +----- fipy/solvers/pysparse/linearJORSolver.py | 6 +- fipy/solvers/pysparse/linearLUSolver.py | 22 +++++- fipy/solvers/pysparse/pysparseSolver.py | 69 +++++------------- fipy/solvers/pysparseMatrixSolver.py | 26 ------- fipy/solvers/scipy/linearLUSolver.py | 27 +++++-- fipy/solvers/scipy/scipyKrylovSolver.py | 22 ++++-- fipy/solvers/scipy/scipySolver.py | 23 +----- fipy/solvers/solver.py | 65 +++++++++++++++-- fipy/solvers/trilinos/linearLUSolver.py | 17 +++++ .../solvers/trilinos/trilinosAztecOOSolver.py | 36 +++++++--- fipy/solvers/trilinos/trilinosSolver.py | 46 ++++++------ 16 files changed, 279 insertions(+), 212 deletions(-) diff --git a/fipy/solvers/petsc/dummySolver.py b/fipy/solvers/petsc/dummySolver.py index 1f45bc9c41..c28b6da21b 100644 --- a/fipy/solvers/petsc/dummySolver.py +++ b/fipy/solvers/petsc/dummySolver.py @@ -12,4 +12,4 @@ class DummySolver(PETScSolver): """ def _solve_(self, L, x, b): - pass + return x diff --git a/fipy/solvers/petsc/linearLUSolver.py b/fipy/solvers/petsc/linearLUSolver.py index a2b4cfceb1..66c3c5b3c0 100644 --- a/fipy/solvers/petsc/linearLUSolver.py +++ b/fipy/solvers/petsc/linearLUSolver.py @@ -54,6 +54,22 @@ def _adaptInitialTolerance(self, L, x, b): return (self._residualNorm(L, x, b), None) def _solve_(self, L, x, b): + """Solve system of equations posed for PETSc + + Parameters + ---------- + L : PETSc.Mat + Sparse matrix + x : PETSc.Vec + Solution variable as ghosted vector + b : PETSc.Vec + Right-hand side as ghosted vector + + Returns + ------- + x : PETSc.Vec + Solution variable as ghosted vector + """ ksp = PETSc.KSP() ksp.create(PETSc.COMM_WORLD) ksp.setType("preonly") @@ -92,3 +108,5 @@ def _solve_(self, L, x, b): ksp_precon=ksp.getPC().type) self.convergence.warn() + + return x diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index aae21da77f..cd8e3f50b7 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -77,6 +77,22 @@ def _adaptNaturalTolerance(self, L, x, b): return (1., PETSc.KSP.NormType.NATURAL) def _solve_(self, L, x, b): + """Solve system of equations posed for PETSc + + Parameters + ---------- + L : PETSc.Mat + Sparse matrix + x : PETSc.Vec + Solution variable as ghosted vector + b : PETSc.Vec + Right-hand side as ghosted vector + + Returns + ------- + x : PETSc.Vec + Solution variable as ghosted vector + """ ksp = PETSc.KSP() ksp.create(L.comm) ksp.setType(self.solver) @@ -129,3 +145,5 @@ def _solve_(self, L, x, b): ksp.destroy() self.convergence.warn() + + return x diff --git a/fipy/solvers/petsc/petscSolver.py b/fipy/solvers/petsc/petscSolver.py index 913bece958..a48c9827f7 100644 --- a/fipy/solvers/petsc/petscSolver.py +++ b/fipy/solvers/petsc/petscSolver.py @@ -14,10 +14,8 @@ class PETScSolver(Solver): """ @property - def _globalMatrixAndVectors(self): - if not hasattr(self, 'globalVectors'): - globalMatrix = self.matrix - + def globalVectors(self): + if not hasattr(self, '_globalVectors'): overlappingVector = self.matrix._fipy2petscGhost(var=self.var) from fipy.variables.coupledCellVariable import _CoupledCellVariable @@ -28,24 +26,23 @@ def _globalMatrixAndVectors(self): overlappingRHSvector = self.matrix._fipy2petscGhost(var=RHSvector) - self.globalVectors = (globalMatrix, overlappingVector, overlappingRHSvector) + self._globalVectors = (overlappingVector, overlappingRHSvector) - return self.globalVectors + return self._globalVectors - def _deleteGlobalMatrixAndVectors(self): - del self.matrix - if hasattr(self, "globalVectors"): - globalMatrix, overlappingVector, overlappingRHSvector = self._globalMatrixAndVectors + def _deleteGlobalVectors(self): + if hasattr(self, "_globalVectors"): + overlappingVector, overlappingRHSvector = self.globalVectors overlappingVector.destroy() overlappingRHSvector.destroy() - del self.globalVectors + del self._globalVectors def _rhsNorm(self, L, x, b): return b.norm(PETSc.NormType.NORM_2) def _matrixNorm(self, L, x, b): - L.matrix.assemble() - return L.matrix.norm(PETSc.NormType.NORM_INFINITY) + L.assemble() + return L.norm(PETSc.NormType.NORM_INFINITY) def _residualVectorAndNorm(self, L, x, b): residualVector = L * x - b @@ -58,40 +55,36 @@ def _Lxb(self): Returns ------- - L : ~fipy.matrices.petscMatrix._PETScMeshMatrix - Sparse matrix object + L : PETSc.Mat + Sparse matrix x : PETSc.Vec Solution variable as ghosted vector b : PETSc.Vec Right-hand side as ghosted vector """ - globalMatrix, overlappingVector, overlappingRHSvector = self._globalMatrixAndVectors - return (globalMatrix.matrix, - overlappingVector, - overlappingRHSvector) - - def _solve(self): - from fipy.terms import SolutionVariableNumberError - - globalMatrix, overlappingVector, overlappingRHSvector = self._globalMatrixAndVectors + x, b = self.globalVectors + L = self.matrix.matrix if ((self.matrix == 0) - or (self.matrix.matrix.sizes[0][1] != self.matrix.matrix.sizes[1][1]) - or (self.matrix.matrix.sizes[0][1] != overlappingVector.size)): + or (L.sizes[0][1] != L.sizes[1][1]) + or (L.sizes[0][1] != x.size)): + + from fipy.terms import SolutionVariableNumberError raise SolutionVariableNumberError - self._solve_(globalMatrix.matrix, - overlappingVector, - overlappingRHSvector) + return (L, x, b) - value = self.matrix._petsc2fipyGhost(vec=overlappingVector) - self.var.value = numerix.reshape(value, self.var.shape) - -# self._deleteGlobalMatrixAndVectors() + def _scatterGhosts(self, x): + """Distribute ghost values (if any) across processes + """ + return self.matrix._petsc2fipyGhost(vec=x) + + def _cleanup(self): + self._deleteGlobalVectors() del self.var del self.RHSvector - + @property def _matrixClass(self): return _PETScMeshMatrix @@ -109,8 +102,8 @@ def _calcResidualVector(self, residualFn=None): return arr def _calcResidualVector_(self): - globalMatrix, overlappingVector, overlappingRHSvector = self._globalMatrixAndVectors - Lx = globalMatrix * overlappingVector + overlappingVector, overlappingRHSvector = self.globalVectors + Lx = self.matrix * overlappingVector residual = Lx - overlappingRHSvector Lx.destroy() return residual @@ -129,8 +122,8 @@ def _calcRHSNorm(self): return self.nonOverlappingRHSvector.Norm2() def __del__(self): - if hasattr(self, "globalVectors"): - globalMatrix, overlappingVector, overlappingRHSvector = self._globalMatrixAndVectors - del globalMatrix + if hasattr(self, "_globalVectors"): + overlappingVector, overlappingRHSvector = self.globalVectors + del self.matrix overlappingVector.destroy() overlappingRHSvector.destroy() diff --git a/fipy/solvers/pyamgx/pyAMGXSolver.py b/fipy/solvers/pyamgx/pyAMGXSolver.py index 94554fa799..a2b7a538d7 100644 --- a/fipy/solvers/pyamgx/pyAMGXSolver.py +++ b/fipy/solvers/pyamgx/pyAMGXSolver.py @@ -119,7 +119,7 @@ def _solve_(self, L, x, b): # transfer data from CPU to GPU self.x_gpu.upload(x) self.b_gpu.upload(b) - self.A_gpu.upload_CSR(L.matrix) + self.A_gpu.upload_CSR(L) tolerance_scale, suite_criterion = self._adaptTolerance(L, x, b) config_dict = self.config_dict.copy() @@ -160,24 +160,3 @@ def _solve_(self, L, x, b): cfg.destroy() return x - - @property - def _Lxb(self): - """Matrix, solution vector, and right-hand side vector - - Returns - ------- - L : ~fipy.matrices.scipyMatrix._ScipyMeshMatrix - Sparse matrix object - x : ndarray - Solution variable - b : ndarray - Right-hand side vector - """ - return (self.matrix, self.var.ravel(), numerix.array(self.RHSvector)) - - def _solve(self): - if self.var.mesh.communicator.Nproc > 1: - raise Exception("pyamgx solvers cannot be used with multiple processors") - - self.var[:] = numerix.reshape(self._solve_(self.matrix, self.var.ravel(), numerix.array(self.RHSvector)), self.var.shape) diff --git a/fipy/solvers/pysparse/linearJORSolver.py b/fipy/solvers/pysparse/linearJORSolver.py index 707d1eaf21..a9c95c60d4 100644 --- a/fipy/solvers/pysparse/linearJORSolver.py +++ b/fipy/solvers/pysparse/linearJORSolver.py @@ -43,7 +43,7 @@ def __init__(self, tolerance="default", criterion="default", def _solve_(self, L, x, b): - d = L.takeDiagonal() + d = L.diagonal() D = _PysparseMatrixFromShape(size=len(d)) D.putDiagonal(d) @@ -68,3 +68,7 @@ def _solve_(self, L, x, b): code=0, iterations=iteration+1, residual=residual / tolerance_scale) + + self.convergence.warn() + + return x diff --git a/fipy/solvers/pysparse/linearLUSolver.py b/fipy/solvers/pysparse/linearLUSolver.py index 099cde90f9..f8b3f2c26a 100644 --- a/fipy/solvers/pysparse/linearLUSolver.py +++ b/fipy/solvers/pysparse/linearLUSolver.py @@ -63,11 +63,27 @@ def _adaptInitialTolerance(self, L, x, b): return (self._residualNorm(L, x, b), None) def _solve_(self, L, x, b): + """Solve system of equations posed for PySparse + + Parameters + ---------- + L : ~pysparse.spmatrix.ll_mat + Sparse matrix + x : array_like + Solution vector + b : array_like + Right hand side vector + + Returns + ------- + x : ndarray + Solution vector + """ tolerance_scale, _ = self._adaptTolerance(L, x, b) self._log.debug("BEGIN solve") - LU = superlu.factorize(L.matrix.to_csr()) + LU = superlu.factorize(L.to_csr()) for iteration in range(self.iterations): residualVector, residual = self._residualVectorAndNorm(L, x, b) @@ -86,3 +102,7 @@ def _solve_(self, L, x, b): code=0, iterations=iteration+1, residual=residual) + + self.convergence.warn() + + return x diff --git a/fipy/solvers/pysparse/pysparseSolver.py b/fipy/solvers/pysparse/pysparseSolver.py index bc13588457..082e1a68ef 100644 --- a/fipy/solvers/pysparse/pysparseSolver.py +++ b/fipy/solvers/pysparse/pysparseSolver.py @@ -16,19 +16,21 @@ class PysparseSolver(PysparseMatrixSolver): """ def _solve_(self, L, x, b): - """ - `_solve_` is only for use by solvers which may use - preconditioning. If you are writing a solver which - doesn't use preconditioning, this must be overridden. + """Solve system of equations posed for PySparse Parameters ---------- - L : ~fipy.matrices.pysparseMatrix._PysparseMeshMatrix - Matrix - x : ndarray + L : ~pysparse.spmatrix.ll_mat + Sparse matrix + x : array_like Solution vector - b : ndarray + b : array_like Right hand side vector + + Returns + ------- + x : ndarray + Solution vector """ tolerance_scale, _ = self._adaptTolerance(L, x, b) @@ -37,19 +39,17 @@ def _solve_(self, L, x, b): # which changes depending on which solver is used legacy_norm = self._legacyNorm(L, x, b) - A = L.matrix - self._log.debug("BEGIN precondition") if self.preconditioner is None: P = None else: - P, A = self.preconditioner._applyToMatrix(A) + P, L = self.preconditioner._applyToMatrix(L) self._log.debug("END precondition") self._log.debug("BEGIN solve") - info, iter, relres = self.solveFnc(A, b, x, + info, iter, relres = self.solveFnc(L, b, x, self.tolerance * tolerance_scale, self.iterations, P) @@ -63,32 +63,21 @@ def _solve_(self, L, x, b): self.convergence.warn() + return x + def _rhsNorm(self, L, x, b): return numerix.L2norm(b) def _matrixNorm(self, L, x, b): - return L.matrix.norm('inf') + return L.norm('inf') def _residualVectorAndNorm(self, L, x, b): - residualVector = L * x - b + y = numerix.empty((L.shape[0],)) + L.matvec(x, y) + residualVector = y - b return residualVector, numerix.L2norm(residualVector) - @property - def _Lxb(self): - """Matrix, solution vector, and right-hand side vector - - Returns - ------- - L : ~fipy.matrices.pysparseMatrix._PysparseMatrix - Sparse matrix object - x : ndarray - Solution variable - b : ndarray - Right-hand side vector - """ - return (self.matrix, self.var.ravel(), numerix.array(self.RHSvector)) - def _adaptUnscaledTolerance(self, L, x, b): factor = 1. / self._legacyNorm(L, x, b) return (factor, None) @@ -107,25 +96,3 @@ def _adaptInitialTolerance(self, L, x, b): def _adaptLegacyTolerance(self, L, x, b): return (1., None) - - def _solve(self): - - if self.var.mesh.communicator.Nproc > 1: - raise Exception("Pysparse solvers cannot be used with multiple processors") - - array = self.var.numericValue.ravel() - - from fipy.terms import SolutionVariableNumberError - - if ((self.matrix == 0) - or (self.matrix.matrix.shape[0] != self.matrix.matrix.shape[1]) - or (self.matrix.matrix.shape[0] != len(array))): - - raise SolutionVariableNumberError - - self._solve_(self.matrix, array, numerix.array(self.RHSvector)) - factor = self.var.unit.factor - if factor != 1: - array /= self.var.unit.factor - - self.var[:] = array.reshape(self.var.shape) diff --git a/fipy/solvers/pysparseMatrixSolver.py b/fipy/solvers/pysparseMatrixSolver.py index 42c7f38c53..046a92dfe8 100644 --- a/fipy/solvers/pysparseMatrixSolver.py +++ b/fipy/solvers/pysparseMatrixSolver.py @@ -27,29 +27,3 @@ class PysparseMatrixSolver(Solver): @property def _matrixClass(self): return _PysparseMeshMatrix - - def _solve(self): - """ - Call `_solve_` for the new value of `self.var`. - - In certain cases, `_solve_` won't return anything, e.g. - `fipy.solvers.pysparse.linearLUSolver`. In these cases, we preserve the - value of `self.var.numericValue`. - """ - - if self.var.mesh.communicator.Nproc > 1: - raise Exception("%ss cannot be used with multiple processors" \ - % self.__class__) - - array = self.var.numericValue - newArr = self._solve_(self.matrix, array, self.RHSvector) - - if newArr is not None: - array = newArr - - factor = self.var.unit.factor - - if factor != 1: - array /= self.var.unit.factor - - self.var[:] = array diff --git a/fipy/solvers/scipy/linearLUSolver.py b/fipy/solvers/scipy/linearLUSolver.py index 321179df3e..3edaf763eb 100644 --- a/fipy/solvers/scipy/linearLUSolver.py +++ b/fipy/solvers/scipy/linearLUSolver.py @@ -35,7 +35,23 @@ def _adaptInitialTolerance(self, L, x, b): return (self._residualNorm(L, x, b), None) def _solve_(self, L, x, b): - diag = L.takeDiagonal() + """Solve system of equations posed for SciPy + + Parameters + ---------- + L : ~scipy.sparse.csr_matrix + Sparse matrix + x : ndarray + Solution vector + b : ndarray + Right hand side vector + + Returns + ------- + x : ndarray + Solution vector + """ + diag = L.diagonal() maxdiag = max(numerix.absolute(diag)) L = L * (1 / maxdiag) b = b * (1 / maxdiag) @@ -44,10 +60,11 @@ def _solve_(self, L, x, b): self._log.debug("BEGIN solve") - LU = splu(L.matrix.asformat("csc"), diag_pivot_thresh=maxdiag, - relax=1, - panel_size=10, - permc_spec=3) + LU = splu(L.asformat("csc"), + diag_pivot_thresh=maxdiag, + relax=1, + panel_size=10, + permc_spec=3) for iteration in range(min(self.iterations, 10)): residualVector, residual = self._residualVectorAndNorm(L, x, b) diff --git a/fipy/solvers/scipy/scipyKrylovSolver.py b/fipy/solvers/scipy/scipyKrylovSolver.py index 6e05eadee7..5163acf0e5 100644 --- a/fipy/solvers/scipy/scipyKrylovSolver.py +++ b/fipy/solvers/scipy/scipyKrylovSolver.py @@ -40,25 +40,39 @@ def _adaptInitialTolerance(self, L, x, b): return (factor, None) def _solve_(self, L, x, b): + """Solve system of equations posed for SciPy + + Parameters + ---------- + L : ~scipy.sparse.csr_matrix + Sparse matrix + x : ndarray + Solution vector + b : ndarray + Right hand side vector + + Returns + ------- + x : ndarray + Solution vector + """ tolerance_scale, _ = self._adaptTolerance(L, x, b) self.actualIterations = 0 rtol = self.scale_tolerance(self.tolerance, tolerance_scale) - A = L.matrix - self._log.debug("BEGIN precondition") if self.preconditioner is None: M = None else: - M, _ = self.preconditioner._applyToMatrix(A) + M, _ = self.preconditioner._applyToMatrix(L) self._log.debug("END precondition") self._log.debug("BEGIN solve") - x, info = self.solveFnc(A, b, x, + x, info = self.solveFnc(L, b, x, tol=rtol, atol=self.absolute_tolerance, maxiter=self.iterations, diff --git a/fipy/solvers/scipy/scipySolver.py b/fipy/solvers/scipy/scipySolver.py index 7547963062..9f15d4ad5e 100644 --- a/fipy/solvers/scipy/scipySolver.py +++ b/fipy/solvers/scipy/scipySolver.py @@ -51,30 +51,9 @@ def _rhsNorm(self, L, x, b): return numerix.L2norm(b) def _matrixNorm(self, L, x, b): - return linalg.norm(L.matrix, ord=numerix.inf) + return linalg.norm(L, ord=numerix.inf) def _residualVectorAndNorm(self, L, x, b): residualVector = L * x - b return residualVector, numerix.L2norm(residualVector) - - @property - def _Lxb(self): - """Matrix, solution vector, and right-hand side vector - - Returns - ------- - L : ~fipy.matrices.scipyMatrix._ScipyMeshMatrix - Sparse matrix object - x : ndarray - Solution variable - b : ndarray - Right-hand side vector - """ - - def _solve(self): - - if self.var.mesh.communicator.Nproc > 1: - raise Exception("SciPy solvers cannot be used with multiple processors") - - self.var[:] = numerix.reshape(self._solve_(self.matrix, self.var.ravel(), numerix.array(self.RHSvector)), self.var.shape) diff --git a/fipy/solvers/solver.py b/fipy/solvers/solver.py index 173b01bf86..dfe69364ae 100644 --- a/fipy/solvers/solver.py +++ b/fipy/solvers/solver.py @@ -177,10 +177,48 @@ def _storeMatrix(self, var, matrix, RHSvector): self.matrix = matrix self.RHSvector = RHSvector + def _scatterGhosts(self, x): + """Distribute ghost values (if any) across processes + """ + return x + + def _cleanup(self): + pass + def _solve(self): - raise NotImplementedError + """Solve system of equations posed for FiPy + """ + L, x, b = self._Lxb + + x = self._solve_(L, x, b) + + x = self._scatterGhosts(x) + + factor = self.var.unit.factor + if factor != 1: + x /= self.var.unit.factor + + self.var.value = x.reshape(self.var.shape) + + self._cleanup() def _solve_(self, L, x, b): + """Solve system of equations posed for solver suite + + Parameters + ---------- + L : ~fipy.matrices.sparseMatrix._SparseMatrix + Sparse matrix object + x : array_like + Solution variable in form suitable for solver + b : array_like + Right-hand side vector in form suitable for solver + + Returns + ------- + ndarray + Solution vector + """ raise NotImplementedError def _setConvergence(self, suite, code, iterations, residual, actual_code=None, **kwargs): @@ -227,14 +265,29 @@ def _Lxb(self): Returns ------- - L : ~fipy.matrices.sparseMatrix._SparseMatrix - Sparse matrix object - x : ??? + L : matrix + Sparse matrix in form suitable for solver + x : ndarray Solution variable in form suitable for solver - b : ??? + b : ndarray Right-hand side vector in form suitable for solver """ - raise NotImplementedError + if self.var.mesh.communicator.Nproc > 1: + raise Exception(str(type(self)) + " cannot be used with multiple processors") + + L = self.matrix.matrix + x = self.var.numericValue.ravel() + b = numerix.asarray(self.RHSvector) + + if ((self.matrix == 0) + or (L.shape[0] != L.shape[1]) + or (L.shape[0] != len(x))): + + from fipy.terms import SolutionVariableNumberError + + raise SolutionVariableNumberError + + return (L, x, b) @property def _norms(self): diff --git a/fipy/solvers/trilinos/linearLUSolver.py b/fipy/solvers/trilinos/linearLUSolver.py index 64b80cad2a..57fe19049a 100644 --- a/fipy/solvers/trilinos/linearLUSolver.py +++ b/fipy/solvers/trilinos/linearLUSolver.py @@ -61,6 +61,22 @@ def _adaptInitialTolerance(self, L, x, b): return (self._residualNorm(L, x, b), None) def _solve_(self, L, x, b): + """Solve system of equations posed for PyTrilinos + + Parameters + ---------- + L : Epetra.CrsMatrix + Sparse matrix + x : Epetra.Vector + Solution variable as non-ghosted vector + b : Epetra.Vector + Right-hand side as non-ghosted vector + + Returns + ------- + x : Epetra.Vector + Solution variable as non-ghosted vector + """ tolerance_scale, _ = self._adaptTolerance(L, x, b) @@ -89,3 +105,4 @@ def _solve_(self, L, x, b): self.convergence.warn() + return x diff --git a/fipy/solvers/trilinos/trilinosAztecOOSolver.py b/fipy/solvers/trilinos/trilinosAztecOOSolver.py index 89d71b16de..05b750e5a3 100644 --- a/fipy/solvers/trilinos/trilinosAztecOOSolver.py +++ b/fipy/solvers/trilinos/trilinosAztecOOSolver.py @@ -39,31 +39,47 @@ def _adaptSolutionTolerance(self, L, x, b): return (1., AztecOO.AZ_sol) def _solve_(self, L, x, b): + """Solve system of equations posed for PyTrilinos - Solver = AztecOO.AztecOO(L, x, b) - Solver.SetAztecOption(AztecOO.AZ_solver, self.solver) + Parameters + ---------- + L : Epetra.CrsMatrix + Sparse matrix + x : Epetra.Vector + Solution variable as non-ghosted vector + b : Epetra.Vector + Right-hand side as non-ghosted vector -## Solver.SetAztecOption(AztecOO.AZ_kspace, 30) + Returns + ------- + x : Epetra.Vector + Solution variable as non-ghosted vector + """ - Solver.SetAztecOption(AztecOO.AZ_output, AztecOO.AZ_none) + solver = AztecOO.AztecOO(L, x, b) + solver.SetAztecOption(AztecOO.AZ_solver, self.solver) + +## solver.SetAztecOption(AztecOO.AZ_kspace, 30) + + solver.SetAztecOption(AztecOO.AZ_output, AztecOO.AZ_none) tolerance_scale, suite_criterion = self._adaptTolerance(L, x, b) rtol = self.scale_tolerance(self.tolerance, tolerance_scale) - Solver.SetAztecOption(AztecOO.AZ_conv, suite_criterion) + solver.SetAztecOption(AztecOO.AZ_conv, suite_criterion) self._log.debug("BEGIN precondition") if self.preconditioner is None: - Solver.SetAztecOption(AztecOO.AZ_precond, AztecOO.AZ_none) + solver.SetAztecOption(AztecOO.AZ_precond, AztecOO.AZ_none) else: - self.preconditioner._applyToSolver(solver=Solver, matrix=L) + self.preconditioner._applyToSolver(solver=solver, matrix=L) self._log.debug("END precondition") self._log.debug("BEGIN solve") - output = Solver.Iterate(self.iterations, rtol) + solver.Iterate(self.iterations, rtol) self._log.debug("END solve") @@ -71,7 +87,7 @@ def _solve_(self, L, x, b): if hasattr(self.preconditioner, 'Prec'): del self.preconditioner.Prec - status = Solver.GetAztecStatus() + status = solver.GetAztecStatus() self._setConvergence(suite="trilinos", code=int(status[AztecOO.AZ_why]), @@ -85,4 +101,4 @@ def _solve_(self, L, x, b): self.convergence.warn() - return output + return x diff --git a/fipy/solvers/trilinos/trilinosSolver.py b/fipy/solvers/trilinos/trilinosSolver.py index 8d464c9ff8..70e8c15742 100644 --- a/fipy/solvers/trilinos/trilinosSolver.py +++ b/fipy/solvers/trilinos/trilinosSolver.py @@ -24,7 +24,7 @@ def _storeMatrix(self, var, matrix, RHSvector): @property def _globalMatrixAndVectors(self): - if not hasattr(self, 'globalVectors'): + if not hasattr(self, '_globalVectors'): globalMatrix = self.matrix.asTrilinosMeshMatrix() mesh = self.var.mesh @@ -55,24 +55,24 @@ def _globalMatrixAndVectors(self): overlappingVector = Epetra.Vector(globalMatrix.colMap, self.var) - self.globalVectors = (globalMatrix, nonOverlappingVector, nonOverlappingRHSvector, overlappingVector) + self._globalVectors = (globalMatrix, nonOverlappingVector, nonOverlappingRHSvector, overlappingVector) - return self.globalVectors + return self._globalVectors def _deleteGlobalMatrixAndVectors(self): self.matrix.flush() - del self.globalVectors + del self._globalVectors def _rhsNorm(self, L, x, b): return b.Norm2() def _matrixNorm(self, L, x, b): - return L.matrix.NormInf() + return L.NormInf() def _residualVectorAndNorm(self, L, x, b): # residualVector = L*x - b - residualVector = Epetra.Vector(L.matrix.RangeMap()) - L.matrix.Multiply(False, x, residualVector) + residualVector = Epetra.Vector(L.RangeMap()) + L.Multiply(False, x, residualVector) # If A is an Epetra.Vector with map M # and B is an Epetra.Vector with map M # and C = A - B @@ -87,39 +87,37 @@ def _Lxb(self): Returns ------- - L : ~fipy.solvers._MeshMatrix - Sparse matrix object + L : Epetra.CrsMatrix + Sparse matrix x : Epetra.Vector Solution variable as non-ghosted vector b : Epetra.Vector Right-hand side as non-ghosted vector """ - globalMatrix, nonOverlappingVector, nonOverlappingRHSvector, _ = self._globalMatrixAndVectors - return (globalMatrix.matrix, - nonOverlappingVector, - nonOverlappingRHSvector) + L, x, b, _ = self._globalMatrixAndVectors - def _solve(self): - from fipy.terms import SolutionVariableNumberError + if not (L.rangeMap.SameAs(L.domainMap) + and L.rangeMap.SameAs(x.Map())): - globalMatrix, nonOverlappingVector, nonOverlappingRHSvector, overlappingVector = self._globalMatrixAndVectors - - if not (globalMatrix.rangeMap.SameAs(globalMatrix.domainMap) - and globalMatrix.rangeMap.SameAs(nonOverlappingVector.Map())): + from fipy.terms import SolutionVariableNumberError raise SolutionVariableNumberError - self._solve_(globalMatrix.matrix, - nonOverlappingVector, - nonOverlappingRHSvector) + return (L.matrix, x, b) + + def _scatterGhosts(self, x): + """Distribute ghost values (if any) across processes + """ + globalMatrix, _, _, overlappingVector = self._globalMatrixAndVectors - overlappingVector.Import(nonOverlappingVector, + overlappingVector.Import(x, Epetra.Import(globalMatrix.colMap, globalMatrix.domainMap), Epetra.Insert) - self.var.value = numerix.reshape(numerix.array(overlappingVector), self.var.shape) + return numerix.asarray(overlappingVector) + def _cleanup(self): self._deleteGlobalMatrixAndVectors() del self.var del self.RHSvector From c4873053761dd89bc418cb3dfb639bac5a427b74 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 3 Jan 2024 10:18:52 -0500 Subject: [PATCH 263/303] Use default preconditioning --- examples/elphf/diffusion/mesh1D.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/elphf/diffusion/mesh1D.py b/examples/elphf/diffusion/mesh1D.py index 355e628246..50bbbad08e 100755 --- a/examples/elphf/diffusion/mesh1D.py +++ b/examples/elphf/diffusion/mesh1D.py @@ -92,7 +92,7 @@ ... Cj.equation = (TransientTerm() ... == DiffusionTerm(coeff=Cj.diffusivity) ... + PowerLawConvectionTerm(coeff=convectionCoeff)) -... Cj.solver = DefaultAsymmetricSolver(precon=None, iterations=3200) +... Cj.solver = DefaultAsymmetricSolver(iterations=3200) If we are running interactively, we create a viewer to see the results From 3d2b076e626a849e95744ddf700252734f438850 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 4 Jan 2024 19:44:56 -0500 Subject: [PATCH 264/303] Convert solver diagnostics into tests --- fipy/solvers/solver.py | 158 +++++++++++++++++++++++++++++++---------- 1 file changed, 119 insertions(+), 39 deletions(-) diff --git a/fipy/solvers/solver.py b/fipy/solvers/solver.py index dfe69364ae..868cb4161e 100644 --- a/fipy/solvers/solver.py +++ b/fipy/solvers/solver.py @@ -289,13 +289,6 @@ def _Lxb(self): return (L, x, b) - @property - def _norms(self): - L, x, b = self._Lxb - return (self._matrixNorm(L, x, b), - self._rhsNorm(L, x, b), - self._residualNorm(L, x, b)) - def _adaptLegacyTolerance(self, L, x, b): raise NotImplementedError @@ -428,59 +421,146 @@ def _test(self): >>> phi_analytical = ((((phiR - phiL)/fp.numerix.log(2.)) ... * fp.numerix.log(1 + mesh.x)) ... + phiL) - >>> phi_analytical.name = r"$\phi_{analytical}$" + >>> phi_analytical.name = r"$\phi_\mathrm{analytical}$" >>> fp.numerix.random.seed(12345) - >>> phi_initial = phi_analytical + fp.GaussianNoiseVariable(mesh=mesh, variance=1e-3) + >>> variance = 1e-3 + >>> phi_initial = phi_analytical + fp.GaussianNoiseVariable(mesh=mesh, variance=variance) >>> phi.value = phi_initial >>> phi.constrain(phiL, where=mesh.facesLeft) >>> phi.constrain(phiR, where=mesh.facesRight) >>> D = fp.FaceVariable(mesh=mesh, value=1 + mesh.faceCenters[0]) >>> eq = fp.DiffusionTerm(coeff=D) == 0 - The norm of the matrix will be :math:`\mathcal{O}(8 N)`. - The norm of the right-hand side will be :math:`math{O}(8000 N}`. - We choose the initial condition such that the order of the initial - residual is :math:`\mathcal{O}(400 / N}`. + For reproducibility between suites, we select a solver with + predictable characteristics (that counts out GMRES) and no + preconditioning. - >>> # Solver = fp.LinearPCGSolver - >>> # Solver = fp.LinearGMRESSolver - >>> # Solver = fp.LinearGMRESSolver >>> Solver = fp.LinearCGSSolver - >>> solver = Solver(precon=None) - >>> solver = eq._prepareLinearSystem(var=phi, solver=solver, boundaryConditions=(), dt=1.) - >>> Lnorm, bnorm, rnorm = solver._norms + + >>> solver = eq._prepareLinearSystem(var=phi, + ... solver=solver, + ... boundaryConditions=(), + ... dt=1.) + >>> L, x, b = solver._Lxb + + The problem parameters were chosen to give good separation between the + different convergence norms. + + The norm of the matrix is the infinity norm + + .. math:: + + \left\| L_{ij}\right\|_\infty &= \max_i \sum_j \left| A_ij \right| + \\ + &= \max_i \left[ + \left| -N(1 + x_i) \right| + + \left| 2N(1 + x_i) \right| + + \left| -N(1 + x_i) \right| + \right] + \\ + &= \max_i 4N(1 + x_i) + &= \mathcal{O}(8 N) + + >>> Lnorm = solver._matrixNorm(L, x, b) + >>> print(numerix.allclose(Lnorm, 8 * N, rtol=0.1)) + True + + The right-hand-side vector is zero except at the boundaries, + where the contribution is + + .. math:: + + \frac{(1 + x) \phi_{BC} A_f}{d_{AP}} &= (1 + x) \phi_{BC} 2 N + \\ + &= 2 N \phi_L = 2000 N\qquad\text{at $x = 0$} + \\ + &= 4 N \phi_R = 8000 N\qquad\text{at $x = 1$} + + Thus the :math:`L_2` norm of the right-hand-side vector is + :math:`\left\| b \right\|_2 = \math{O}(8000 N}`. + + >>> bnorm = solver._rhsNorm(L, x, b) + >>> print(numerix.allclose(bnorm, 8000 * N, rtol=0.1)) + True + + We choose the initial condition such that the initial residual will + be small. + + .. math:: + + \phi_0 &= \phi_\text{analytical} + \mathcal{O}(\sigma) + \\ + r = L \phi_0 - b &= L \phi_\text{analytical} - b + L \mathcal{O}(\sigma) + \\ + &= L \mathcal{O}(\sigma) + \\ + \left\| r \right\|_2 &= \left\| L \mathcal{O}(\sigma) \right\|_2 + \\ + &= \sqrt{\sum_{0 \le i < N} \left[ + N(1 + x_i) \mathcal{O}(\sigma) + + 2N(1 + x_i) \mathcal{O}(\sigma) + + N(1 + x_i) \mathcal{O}(\sigma) + \right]^2} + \\ + &= 4 N \mathcal{O}(\sigma) \sqrt{\sum_{0 \le i < N} (1 + x_i)^2} + \\ + &= \text{probably $\sqrt{\pi}$ or something} + \\ + &= \mathcal{O}(4 N \sqrt{N} \sigma) + + >>> rnorm = solver._residualNorm(L, x, b) + >>> print(numerix.allclose(rnorm, 4 * N * numerix.sqrt(N * variance), rtol=0.1)) + True + + Calculate the error of the initial condition (probably could be + estimated via truncation error blah blah blah). + >>> enorm = fp.numerix.L2norm(phi - phi_analytical) / fp.numerix.L2norm(phi_analytical) - >>> print("|L| = {Lnorm}".format(**locals())) - >>> print("|b| = {bnorm}".format(**locals())) - >>> print("|r| = {rnorm}".format(**locals())) - >>> print("|e| = {enorm}".format(**locals())) + + >>> from fipy.solvers.convergence import Convergence + + Check that: + - the solution is converged, + - the solver reaches the desired residual for the + criterion, without overshooting too much. Most get close, but + "unscaled" overshoots a lot for most suites. + - the iteration count is as expected + - the error has been reduced from the initial guess >>> criteria = [ - ... ("unscaled", 1.), - ... ("RHS", bnorm), - ... ("matrix", Lnorm), - ... ("initial", rnorm) + ... ("unscaled", 1., 0.06, 114), + ... ("RHS", bnorm, 0.6, 2), + ... ("matrix", Lnorm, 0.6, 58), + ... ("initial", rnorm, 0.6, 110) ... ] >>> # criteria += ["solution"] doctest: +TRILINOS_SOLVER >>> criteria += [ - ... ("preconditioned", bnorm), - ... ("natural", bnorm) + ... ("preconditioned", bnorm, 0.6, 2), + ... ("natural", bnorm, 0.6, 6) ... ] # doctest: +PETSC_SOLVER - >>> for (criterion, target) in criteria: + >>> satisfied = [] + >>> for (criterion, target, lower_bound, iterations) in criteria: ... phi.setValue(phi_initial) ... with Solver(criterion=criterion, precon=None) as s: ... res = eq.sweep(var=phi, solver=s) - ... # print(s.convergence) - ... print(",".join([s.convergence.suite, - ... criterion, - ... s.convergence.status_name, - ... str(s.convergence.residual), - ... str(s.convergence.residual / (s.tolerance * target)), - ... str(s.convergence.iterations), - ... str(fp.numerix.L2norm(phi - phi_analytical) / fp.numerix.L2norm(phi_analytical)) - ... ])) + ... error = (fp.numerix.L2norm(phi - phi_analytical) + ... / fp.numerix.L2norm(phi_analytical)) + ... checks = [isinstance(s.convergence, Convergence), + ... (lower_bound + ... < (s.convergence.residual + ... / (s.tolerance * target)) + ... < 1.0), + ... s.convergence.iterations == iterations, + ... error < enorm] + ... print(criterion, checks, s.convergence.iterations) + ... satisfied.append(all(checks)) + >>> print(all(satisfied)) + True + + # str(fp.numerix.L2norm(phi - phi_analytical) / fp.numerix.L2norm(phi_analytical)) + """ pass From d1035511d05eb8b929e6fe100c7dc2f15dd0ef1d Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 4 Jan 2024 19:53:35 -0500 Subject: [PATCH 265/303] Ensure norms are floats `Norm2()` returns a 1-element array for some dain-bramaged reason. --- fipy/solvers/trilinos/trilinosSolver.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/fipy/solvers/trilinos/trilinosSolver.py b/fipy/solvers/trilinos/trilinosSolver.py index 70e8c15742..77e3de2033 100644 --- a/fipy/solvers/trilinos/trilinosSolver.py +++ b/fipy/solvers/trilinos/trilinosSolver.py @@ -64,7 +64,7 @@ def _deleteGlobalMatrixAndVectors(self): del self._globalVectors def _rhsNorm(self, L, x, b): - return b.Norm2() + return float(b.Norm2()) def _matrixNorm(self, L, x, b): return L.NormInf() @@ -79,7 +79,7 @@ def _residualVectorAndNorm(self, L, x, b): # then C is an Epetra.Vector with *no map* !!!?!?! residualVector -= b - return residualVector, residualVector.Norm2() + return residualVector, float(residualVector.Norm2()) @property def _Lxb(self): From e06f2eaab1f51dd6d59802371633148977b689fb Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 4 Jan 2024 19:55:31 -0500 Subject: [PATCH 266/303] Bump iteration count by 1 Make it agree with other solver suites --- fipy/solvers/pysparse/pysparseSolver.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/fipy/solvers/pysparse/pysparseSolver.py b/fipy/solvers/pysparse/pysparseSolver.py index 082e1a68ef..00a4f72eef 100644 --- a/fipy/solvers/pysparse/pysparseSolver.py +++ b/fipy/solvers/pysparse/pysparseSolver.py @@ -57,7 +57,7 @@ def _solve_(self, L, x, b): self._setConvergence(suite="pysparse", code=info, - iterations=iter, + iterations=iter + 1, tolerance_scale=tolerance_scale, residual=relres * legacy_norm) From e96c9aade7499f2ba89fc8d30f2a4e38fac8555e Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 5 Jan 2024 10:58:11 -0500 Subject: [PATCH 267/303] Add explanation about solver testing --- fipy/solvers/solver.py | 11 +++++++++-- 1 file changed, 9 insertions(+), 2 deletions(-) diff --git a/fipy/solvers/solver.py b/fipy/solvers/solver.py index 868cb4161e..56db1c9937 100644 --- a/fipy/solvers/solver.py +++ b/fipy/solvers/solver.py @@ -391,6 +391,11 @@ def _test(self): """ >>> import fipy as fp + For sufficiently constrained circumstances, all solver suites + should do the same thing. The following problem setup is designed + to ensure that all interpret solver criteria correctly and achieve + the "same" tolerance in the same number of iterations. + Consider a steady-state 1D diffusion problem with a position-dependent diffusivity and Dirichlet boundary conditions: @@ -492,7 +497,8 @@ def _test(self): \phi_0 &= \phi_\text{analytical} + \mathcal{O}(\sigma) \\ - r = L \phi_0 - b &= L \phi_\text{analytical} - b + L \mathcal{O}(\sigma) + r = L \phi_0 - b + &= L \phi_\text{analytical} - b + L \mathcal{O}(\sigma) \\ &= L \mathcal{O}(\sigma) \\ @@ -511,7 +517,8 @@ def _test(self): &= \mathcal{O}(4 N \sqrt{N} \sigma) >>> rnorm = solver._residualNorm(L, x, b) - >>> print(numerix.allclose(rnorm, 4 * N * numerix.sqrt(N * variance), rtol=0.1)) + >>> print(numerix.allclose(rnorm, 4 * N * numerix.sqrt(N * variance), + ... rtol=0.1)) True Calculate the error of the initial condition (probably could be From 8bf6b8ddb757691965b16044f0cbfa4e324e9c77 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 5 Jan 2024 11:22:43 -0500 Subject: [PATCH 268/303] Use default preconditioning for PETSc --- examples/elphf/diffusion/mesh1D.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/examples/elphf/diffusion/mesh1D.py b/examples/elphf/diffusion/mesh1D.py index 50bbbad08e..df054c0721 100755 --- a/examples/elphf/diffusion/mesh1D.py +++ b/examples/elphf/diffusion/mesh1D.py @@ -79,6 +79,8 @@ We create one diffusion equation for each substitutional component +>>> from fipy import solver_suite + >>> for Cj in substitutionals: ... CkSum = ComponentVariable(mesh = mesh, value = 0.) ... CkFaceSum = FaceVariable(mesh = mesh, value = 0.) @@ -92,7 +94,10 @@ ... Cj.equation = (TransientTerm() ... == DiffusionTerm(coeff=Cj.diffusivity) ... + PowerLawConvectionTerm(coeff=convectionCoeff)) -... Cj.solver = DefaultAsymmetricSolver(iterations=3200) +... if solver_suite == "petsc": +... Cj.solver = DefaultAsymmetricSolver(precon="default", iterations=3200) +... else: +... Cj.solver = DefaultAsymmetricSolver(precon=None, iterations=3200) If we are running interactively, we create a viewer to see the results From 7a915c3b92950b49807de131619f38b9bae73396 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 5 Jan 2024 11:30:23 -0500 Subject: [PATCH 269/303] Use ILU preconditioning for Trilinos Default MultilevelDD doesn't work. --- examples/elphf/diffusion/mesh1D.py | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/examples/elphf/diffusion/mesh1D.py b/examples/elphf/diffusion/mesh1D.py index df054c0721..60d983cc9e 100755 --- a/examples/elphf/diffusion/mesh1D.py +++ b/examples/elphf/diffusion/mesh1D.py @@ -94,10 +94,12 @@ ... Cj.equation = (TransientTerm() ... == DiffusionTerm(coeff=Cj.diffusivity) ... + PowerLawConvectionTerm(coeff=convectionCoeff)) -... if solver_suite == "petsc": -... Cj.solver = DefaultAsymmetricSolver(precon="default", iterations=3200) +... if solver_suite in ["trilinos", "no-pysparse"]: +... from fipy import ILUPreconditioner +... preconditioner = ILUPreconditioner() ... else: -... Cj.solver = DefaultAsymmetricSolver(precon=None, iterations=3200) +... preconditioner = "default" +... Cj.solver = DefaultAsymmetricSolver(precon=preconditioner, iterations=3200) If we are running interactively, we create a viewer to see the results From f30053cc53e503fb12debfc5dffd6c50fad635c0 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 5 Jan 2024 14:47:08 -0500 Subject: [PATCH 270/303] Skip setValuesRCV with empty stencils --- fipy/matrices/petscMatrix.py | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/fipy/matrices/petscMatrix.py b/fipy/matrices/petscMatrix.py index 499dcef1b4..1d0707fcd6 100644 --- a/fipy/matrices/petscMatrix.py +++ b/fipy/matrices/petscMatrix.py @@ -214,8 +214,13 @@ def _setRCV(self, vector, id1, id2, addv=False): id1 = numerix.asarray(id1, dtype=PETSc.IntType) id2 = numerix.asarray(id2, dtype=PETSc.IntType) vector = numerix.asarray(vector) - self.matrix.setValuesRCV(id1[:, None], id2[:, None], vector[:, None], - addv=addv) + + if len(id1) > 0: + # self.matrix.setValuesRCV() doesn't work for zero-length arrays + # which can happen on some nodes when parallel partitioning. + # https://gitlab.com/petsc/petsc/-/issues/1522 + self.matrix.setValuesRCV(id1[:, None], id2[:, None], vector[:, None], + addv=addv) def put(self, vector, id1, id2): """ From 1f18964f849c373ea7897ea37a3b19c5b8ef968e Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 5 Jan 2024 15:33:34 -0500 Subject: [PATCH 271/303] Make pass for petsc and explain why --- examples/diffusion/nthOrder/input4thOrder1D.py | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/examples/diffusion/nthOrder/input4thOrder1D.py b/examples/diffusion/nthOrder/input4thOrder1D.py index e8a0df335d..e99d8ae2fa 100755 --- a/examples/diffusion/nthOrder/input4thOrder1D.py +++ b/examples/diffusion/nthOrder/input4thOrder1D.py @@ -58,7 +58,12 @@ >>> import fipy.solvers.solver >>> if fipy.solvers.solver_suite == 'pysparse': +... # default solver fails ... solver = GeneralSolver() +... elif fipy.solvers.solver_suite == 'petsc': +... # default preconditioner doesn't work in parallel +... from fipy import LUPreconditioner +... solver = GeneralSolver(precon=LUPreconditioner()) ... else: ... solver = None From d0f53040f176a91dc98061454ae4e8e251dad1b9 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 5 Jan 2024 15:53:52 -0500 Subject: [PATCH 272/303] Make input4thOrder1D use LU for all solver suites All (most) suites are flakey with this problem. (Trilinos only fails in parallel if the rest of the examples/diffusion tests have already been run.) --- examples/diffusion/nthOrder/input4thOrder1D.py | 13 ++----------- 1 file changed, 2 insertions(+), 11 deletions(-) diff --git a/examples/diffusion/nthOrder/input4thOrder1D.py b/examples/diffusion/nthOrder/input4thOrder1D.py index e99d8ae2fa..25deecfe6b 100755 --- a/examples/diffusion/nthOrder/input4thOrder1D.py +++ b/examples/diffusion/nthOrder/input4thOrder1D.py @@ -15,7 +15,7 @@ .. index:: single: Grid1D ->>> from fipy import CellVariable, Grid1D, NthOrderBoundaryCondition, DiffusionTerm, Viewer, GeneralSolver +>>> from fipy import CellVariable, Grid1D, NthOrderBoundaryCondition, DiffusionTerm, Viewer, LinearLUSolver >>> nx = 500 >>> dx = L / nx @@ -56,16 +56,7 @@ >>> eq = DiffusionTerm(coeff=(1, 1)) == 0 ->>> import fipy.solvers.solver ->>> if fipy.solvers.solver_suite == 'pysparse': -... # default solver fails -... solver = GeneralSolver() -... elif fipy.solvers.solver_suite == 'petsc': -... # default preconditioner doesn't work in parallel -... from fipy import LUPreconditioner -... solver = GeneralSolver(precon=LUPreconditioner()) -... else: -... solver = None +>>> solver = LinearLUSolver() We perform one implicit timestep to achieve steady state From 211cc2d0c06cb5672e2c764e8356f65c34bad1ac Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 5 Jan 2024 16:46:40 -0500 Subject: [PATCH 273/303] Tolerate iterations within 1 --- fipy/solvers/solver.py | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/fipy/solvers/solver.py b/fipy/solvers/solver.py index 56db1c9937..b554d33276 100644 --- a/fipy/solvers/solver.py +++ b/fipy/solvers/solver.py @@ -537,7 +537,7 @@ def _test(self): - the error has been reduced from the initial guess >>> criteria = [ - ... ("unscaled", 1., 0.06, 114), + ... ("unscaled", 1., 0.003, 114), ... ("RHS", bnorm, 0.6, 2), ... ("matrix", Lnorm, 0.6, 58), ... ("initial", rnorm, 0.6, 110) @@ -559,9 +559,10 @@ def _test(self): ... < (s.convergence.residual ... / (s.tolerance * target)) ... < 1.0), - ... s.convergence.iterations == iterations, + ... numerix.allclose(s.convergence.iterations, + ... iterations, + ... atol=1), ... error < enorm] - ... print(criterion, checks, s.convergence.iterations) ... satisfied.append(all(checks)) >>> print(all(satisfied)) True From ab8e4c4d619003f17ada59bfc4743ae097b1faf1 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 5 Jan 2024 19:06:04 -0500 Subject: [PATCH 274/303] Prevent PETSc for throwing DTOL divergences --- examples/phase/binary.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/examples/phase/binary.py b/examples/phase/binary.py index 3a3471437e..4f149a642f 100755 --- a/examples/phase/binary.py +++ b/examples/phase/binary.py @@ -498,7 +498,10 @@ def deltaChemPot(phase, C, T): We now use the ":meth:`~fipy.terms.term.Term.sweep`" method instead of ":meth:`~fipy.terms.term.Term.solve`" because we require the residual. ->>> solver = DefaultAsymmetricSolver(tolerance=1e-10) +>>> if fipy.solver_suite == "petsc": +... solver = DefaultAsymmetricSolver(divergence_tolerance=1e8) +... else: +... solver = None >>> phase.updateOld() >>> C.updateOld() From 17df15927a55b94a11f1e906dda50856ca863414 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 5 Jan 2024 19:20:31 -0500 Subject: [PATCH 275/303] Fix import --- examples/phase/binary.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/examples/phase/binary.py b/examples/phase/binary.py index 4f149a642f..a80249e0d6 100755 --- a/examples/phase/binary.py +++ b/examples/phase/binary.py @@ -498,7 +498,8 @@ def deltaChemPot(phase, C, T): We now use the ":meth:`~fipy.terms.term.Term.sweep`" method instead of ":meth:`~fipy.terms.term.Term.solve`" because we require the residual. ->>> if fipy.solver_suite == "petsc": +>>> from fipy.solvers import solver_suite +>>> if solver_suite == "petsc": ... solver = DefaultAsymmetricSolver(divergence_tolerance=1e8) ... else: ... solver = None From 2468127fd6b29a3e1af128fc42384fe5385e1cb5 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 9 Jan 2024 10:45:47 -0500 Subject: [PATCH 276/303] Prevent solver from getting "stuck" RHS >> initial residual, so solver never does anything with (new) default criterion for convergence. --- examples/reactiveWetting/liquidVapor1D.py | 25 ++++++++++++++++++++--- examples/reactiveWetting/liquidVapor2D.py | 21 ++++++++++++++++++- 2 files changed, 42 insertions(+), 4 deletions(-) diff --git a/examples/reactiveWetting/liquidVapor1D.py b/examples/reactiveWetting/liquidVapor1D.py index b8f6715743..2b945300a3 100755 --- a/examples/reactiveWetting/liquidVapor1D.py +++ b/examples/reactiveWetting/liquidVapor1D.py @@ -276,6 +276,25 @@ elegantly by calling ``cacheMatrix()`` only on the necessary part of the equation. This currently doesn't work properly in :term:`FiPy`. +Beginning with :term:`FiPy` :error:`4`, solver :ref:`CONVERGENCE` +tolerance is normalized by the magnitude of the right-hand-side (RHS) +vector. For this particular problem, the initial residual is much smaller +than the RHS and so the solver gets "stuck". Changing the normalization to +use the initial residual at the beginning of each sweep allows the solution +to progress. Another option would be to scale the tolerance appropriately, +but the value is so small (:math:`\sim 10^{-22}`) that this results in +underflow issues for some solvers. + +>>> solver = coupledEqn.getDefaultSolver(criterion="initial") + +.. note:: + + :ref:`PETSC` intrinsically wants to use `"preconditioned"` + normalization, which prevents the solver from getting "stuck" because + the preconditioner effectively scales the RHS to be similar in magnitude + to the residual. Unfortunately, this normalization is not available for + the other solver suites, so we don't use it as the default. + >>> while timestep < totalSteps: ... ... sweep = 0 @@ -296,13 +315,13 @@ ... dt = min(dt, dx / max(abs(velocity)) * cfl) ... ... coupledEqn.cacheMatrix() -... residual = coupledEqn.sweep(dt=dt) -... +... residual = coupledEqn.sweep(dt=dt, solver=solver) +... ... if initialResidual is None: ... initialResidual = residual ... ... residual = residual / initialResidual -... +... ... if residual > previousResidual * 1.1 or sweep > 20: ... density[:] = density.old ... velocity[:] = velocity.old diff --git a/examples/reactiveWetting/liquidVapor2D.py b/examples/reactiveWetting/liquidVapor2D.py index a431e66a9b..e550921f71 100755 --- a/examples/reactiveWetting/liquidVapor2D.py +++ b/examples/reactiveWetting/liquidVapor2D.py @@ -116,6 +116,25 @@ ... totalSteps = 1 ... totalSweeps = 1 +Beginning with :term:`FiPy` :error:`4`, solver :ref:`CONVERGENCE` +tolerance is normalized by the magnitude of the right-hand-side (RHS) +vector. For this particular problem, the initial residual is much smaller +than the RHS and so the solver gets "stuck". Changing the normalization to +use the initial residual at the beginning of each sweep allows the solution +to progress. Another option would be to scale the tolerance appropriately, +but the value is so small (:math:`\sim 10^{-22}`) that this results in +underflow issues for some solvers. + +>>> solver = coupledEqn.getDefaultSolver(criterion="initial") + +.. note:: + + :ref:`PETSC` intrinsically wants to use `"preconditioned"` + normalization, which prevents the solver from getting "stuck" because + the preconditioner effectively scales the RHS to be similar in magnitude + to the residual. Unfortunately, this normalization is not available for + the other solver suites, so we don't use it as the default. + >>> while timestep < totalSteps: ... ... sweep = 0 @@ -140,7 +159,7 @@ ... dt = min(dt, dx / max(abs(velocityVector.mag)) * cfl) ... ... coupledEqn.cacheMatrix() -... residual = coupledEqn.sweep(dt=dt) +... residual = coupledEqn.sweep(dt=dt, solver=solver) ... ... if initialResidual is None: ... initialResidual = residual From 37886d1c90deafb8186c73bea2e73b4cf6773cc6 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 9 Jan 2024 14:23:58 -0500 Subject: [PATCH 277/303] Don't ignore things that don't exist --- .gitignore | 1 - 1 file changed, 1 deletion(-) diff --git a/.gitignore b/.gitignore index 4b0aa95537..9595c3533d 100644 --- a/.gitignore +++ b/.gitignore @@ -15,4 +15,3 @@ dictionary.dic en_US.aff en_US.dic build/ -.smt* From 5fb28c5075881a001db4837fe629d6804495b7bc Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 9 Jan 2024 18:20:07 -0500 Subject: [PATCH 278/303] Restore solve conditions --- examples/cahnHilliard/mesh2D.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/examples/cahnHilliard/mesh2D.py b/examples/cahnHilliard/mesh2D.py index 4b59dd73c8..ac44645256 100755 --- a/examples/cahnHilliard/mesh2D.py +++ b/examples/cahnHilliard/mesh2D.py @@ -28,14 +28,14 @@ We can simulate this process in :term:`FiPy` with a simple script: ->>> from fipy import CellVariable, Grid2D, GaussianNoiseVariable, TransientTerm, DiffusionTerm, ImplicitSourceTerm, LinearLUSolver, Viewer, LinearGMRESSolver, JacobiPreconditioner +>>> from fipy import CellVariable, Grid2D, GaussianNoiseVariable, TransientTerm, DiffusionTerm, ImplicitSourceTerm, LinearLUSolver, Viewer >>> from fipy.tools import numerix (Note that all of the functionality of NumPy is imported along with :term:`FiPy`, although much is augmented for :term:`FiPy`\'s needs.) >>> if __name__ == "__main__": -... nx = ny = 500 +... nx = ny = 1000 ... else: ... nx = ny = 20 >>> mesh = Grid2D(nx=nx, ny=ny, dx=0.25, dy=0.25) @@ -49,7 +49,7 @@ :term:`FiPy` doesn't plot or output anything unless you tell it to: ->>> if __name__ == "__mainy__": +>>> if __name__ == "__main__": ... viewer = Viewer(vars=(phi,), datamin=0., datamax=1.) For :term:`FiPy`, we need to perform the partial derivative @@ -93,8 +93,8 @@ ... dt = min(100, numerix.exp(dexp)) ... elapsed += dt ... dexp += 0.01 -... eq.solve(phi, dt=dt, solver=LinearGMRESSolver(precon=JacobiPreconditioner())) -... if __name__ == "__mainys__": +... eq.solve(phi, dt=dt, solver=LinearLUSolver()) +... if __name__ == "__main__": ... viewer.plot() ... elif (max(phi.globalValue) > 0.7) and (min(phi.globalValue) < 0.3) and elapsed > 10.: ... break @@ -117,4 +117,4 @@ import fipy.tests.doctestPlus exec(fipy.tests.doctestPlus._getScript()) -# input('finished') + input('finished') From b59084434c666e69bfe16a8b8603016b7a835c4a Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 9 Jan 2024 18:20:32 -0500 Subject: [PATCH 279/303] Remove pointless if --- examples/cahnHilliard/mesh2D.py | 5 +---- 1 file changed, 1 insertion(+), 4 deletions(-) diff --git a/examples/cahnHilliard/mesh2D.py b/examples/cahnHilliard/mesh2D.py index ac44645256..130ad3e134 100755 --- a/examples/cahnHilliard/mesh2D.py +++ b/examples/cahnHilliard/mesh2D.py @@ -84,10 +84,7 @@ >>> dexp = -5 >>> elapsed = 0. ->>> if __name__ == "__main__": -... duration = 0.1 -... else: -... duration = 1000. +>>> duration = 1000. >>> while elapsed < duration: ... dt = min(100, numerix.exp(dexp)) From 9a81ed4b73144ae6a66706a2f6eb1c8279a4bdc6 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 9 Jan 2024 18:59:21 -0500 Subject: [PATCH 280/303] Relax tolerance Still passes and doesn't throw obnoxious warnings from PETSc or Trilinos --- examples/convection/exponential1DSource/tri2D.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/convection/exponential1DSource/tri2D.py b/examples/convection/exponential1DSource/tri2D.py index fe0146dcfc..83b0a8dc57 100755 --- a/examples/convection/exponential1DSource/tri2D.py +++ b/examples/convection/exponential1DSource/tri2D.py @@ -40,7 +40,7 @@ ... - ExponentialConvectionTerm(coeff = convCoeff)) >>> eq.solve(var=var, -... solver=DefaultAsymmetricSolver(tolerance=1.e-15, iterations=10000)) +... solver=DefaultAsymmetricSolver(tolerance=1.e-8, iterations=10000)) The analytical solution test for this problem is given by: From 974b180b7cc283fd924e191acf03382b410d7241 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 9 Jan 2024 19:04:27 -0500 Subject: [PATCH 281/303] Turn off divergence tolerance It just gets in the way --- fipy/solvers/petsc/petscKrylovSolver.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index cd8e3f50b7..21334afb1b 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -22,7 +22,7 @@ class PETScKrylovSolver(PETScSolver): def __init__(self, tolerance="default", absolute_tolerance=None, - divergence_tolerance=None, + divergence_tolerance=1e100, criterion="default", iterations="default", precon="default"): """ From 5b14a84754744f4fd855c5281cdccd8f7091d6ed Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 9 Jan 2024 19:07:46 -0500 Subject: [PATCH 282/303] Tweak solver for other than pysparse --- examples/cahnHilliard/tanh1D.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/examples/cahnHilliard/tanh1D.py b/examples/cahnHilliard/tanh1D.py index f772b3d6e5..157dcd779c 100755 --- a/examples/cahnHilliard/tanh1D.py +++ b/examples/cahnHilliard/tanh1D.py @@ -103,11 +103,11 @@ single: LinearLUSolver single: DefaultSolver ->>> import fipy.solvers.solver ->>> if fipy.solvers.solver_suite in ['pysparse', 'pyamgx']: +>>> from fipy.solvers import solver_suite +>>> if solver_suite in ['pysparse']: ... solver = LinearLUSolver(tolerance=1e-15, iterations=100) ... else: -... solver = DefaultSolver() +... solver = DefaultSolver(tolerance=1e-15, iterations=100) The solution to this 1D problem over an infinite domain is given by, From df9e2f4d7dd92b48b6bde25c08d9f39ccd46a41b Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Tue, 9 Jan 2024 19:08:33 -0500 Subject: [PATCH 283/303] Log solver norms --- fipy/solvers/solver.py | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/fipy/solvers/solver.py b/fipy/solvers/solver.py index b554d33276..4d37ba646b 100644 --- a/fipy/solvers/solver.py +++ b/fipy/solvers/solver.py @@ -190,6 +190,12 @@ def _solve(self): """ L, x, b = self._Lxb + if self._log.isEnabledFor(logging.DEBUG): + s = "Lnorm: {Lnorm}, bnorm: {bnorm}, rnorm: {rnorm}" + self._log.debug(s.format(Lnorm=self._matrixNorm(L, x, b), + bnorm=self._rhsNorm(L, x, b), + rnorm=self._residualNorm(L, x, b))) + x = self._solve_(L, x, b) x = self._scatterGhosts(x) From 9f41d20e4794effda435de3ff5b573c57a522bd5 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 10 Jan 2024 10:11:32 -0500 Subject: [PATCH 284/303] Allow pressure corrector to iterate longer to a smaller tolerance --- examples/flow/stokesCavity.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/examples/flow/stokesCavity.py b/examples/flow/stokesCavity.py index 457bddfeec..339e820d14 100755 --- a/examples/flow/stokesCavity.py +++ b/examples/flow/stokesCavity.py @@ -232,6 +232,11 @@ factor to relax the solution. This argument cannot be passed to :meth:`~fipy.terms.term.Term.solve`. +The pressure corrector needs to work a bit harder than the other equations, so +we allow it to iterate longer to drive to a more demanding tolerance. + +>>> solver = pressureCorrectionEq.getDefaultSolver(tolerance=1e-10, iterations=2000) + .. index:: single: sweep single: cacheMatrix @@ -273,7 +278,7 @@ ... ## solve the pressure correction equation ... pressureCorrectionEq.cacheRHSvector() ... ## left bottom point must remain at pressure 0, so no correction -... pres = pressureCorrectionEq.sweep(var=pressureCorrection) +... pres = pressureCorrectionEq.sweep(var=pressureCorrection, solver=solver) ... rhs = pressureCorrectionEq.RHSvector ... ... ## update the pressure using the corrected value From 114685de017f282990e53b0c2440710cd4efbbe7 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 10 Jan 2024 18:23:22 -0500 Subject: [PATCH 285/303] Fix typo --- docs/source/_static/residuals.csv | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/_static/residuals.csv b/docs/source/_static/residuals.csv index 6408c89447..682853adea 100644 --- a/docs/source/_static/residuals.csv +++ b/docs/source/_static/residuals.csv @@ -1,7 +1,7 @@ criterion,residual,scale,PETSc_ [#KSP_Convergence_Tests]_,pyamgx_ [#AMGX_convergence]_,PySparse_,SciPy_ [#SciPy_Convergence_Test]_,Trilinos_ [#AztecOO_convergence]_ ``unscaled``,:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,:math:`1`,[#FiPy_Convergence_Test]_,``ABSOLUTE``,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,``AZ_noscaled`` ``RHS``,:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,:math:`\|\vec{b}\|_2`,|KSP_NORM_UNPRECONDITIONED|_,[#FiPy_Convergence_Test]_,"`cgs `_, `pcg `_, `qmres `_, or [#FiPy_Convergence_Test]_",``default``,``AZ_rhs`` -``matrix``,:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,:math:`\|\vec{L}\|_\infty`,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,``AZ_Anorm`` +``matrix``,:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,:math:`\|\mathsf{L}\|_\infty`,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,[#FiPy_Convergence_Test]_,``AZ_Anorm`` ``initial``,:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2`,:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_2^{(0)}`,[#FiPy_Convergence_Test]_,``RELATIVE_INI_CORE``,"`bicgstab `_, `gmres `_, `minres `_, or [#FiPy_Convergence_Test]_",[#FiPy_Convergence_Test]_,``AZ_r0`` ``solution``,:math:`\|\mathsf{L}\vec{x} - \vec{b}\|_\infty`,:math:`\|\mathsf{L}\|_\infty * \|\vec{x}\|_1 + \|\vec{b}\|_\infty`,,,,,``AZ_sol`` ``preconditioned``,:math:`\left\|\mathsf{P}^{-1}(\mathsf{L}\vec{x} - \vec{b})\right\|_2`,:math:`\left\|\vec{b}\right\|_2`,|KSP_NORM_PRECONDITIONED|_,,,, From 51fa84d9176ce710e6f58fd6202fc5409a2ab276 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 10 Jan 2024 18:24:30 -0500 Subject: [PATCH 286/303] Adjust convergence for when b-vector is zero --- fipy/meshes/cylindricalNonUniformGrid1D.py | 10 +++++++-- fipy/meshes/cylindricalUniformGrid1D.py | 8 +++++++- fipy/solvers/petsc/petscKrylovSolver.py | 24 +++++++++++++++++++--- 3 files changed, 36 insertions(+), 6 deletions(-) diff --git a/fipy/meshes/cylindricalNonUniformGrid1D.py b/fipy/meshes/cylindricalNonUniformGrid1D.py index e8dcbee588..52f4beffc9 100644 --- a/fipy/meshes/cylindricalNonUniformGrid1D.py +++ b/fipy/meshes/cylindricalNonUniformGrid1D.py @@ -82,10 +82,16 @@ def _test(self): everything works as expected. Fixed a bug where the following throws an error on solve() when `nx` is a float. - >>> from fipy import CellVariable, DiffusionTerm + >>> from fipy import CellVariable, DiffusionTerm, DefaultSolver >>> mesh = CylindricalNonUniformGrid1D(nx=3., dx=(1., 2., 3.)) >>> var = CellVariable(mesh=mesh) - >>> DiffusionTerm().solve(var) + + The residual and the b-vector are both zero, so use "unscaled" + normalization and no preconditioning. Again, we don't care about + the answer, we just want it to be quiet. + + >>> solver = DefaultSolver(criterion="unscaled", precon=None) + >>> DiffusionTerm().solve(var, solver=solver) This test is for https://github.com/usnistgov/fipy/issues/372. Cell volumes were being returned as `binOps` rather than arrays. diff --git a/fipy/meshes/cylindricalUniformGrid1D.py b/fipy/meshes/cylindricalUniformGrid1D.py index a721399d38..5a8b6951e6 100644 --- a/fipy/meshes/cylindricalUniformGrid1D.py +++ b/fipy/meshes/cylindricalUniformGrid1D.py @@ -64,7 +64,13 @@ def _test(self): >>> from fipy import * >>> mesh = CylindricalUniformGrid1D(nx=3., dx=1.) >>> var = CellVariable(mesh=mesh) - >>> DiffusionTerm().solve(var) + + The residual and the b-vector are both zero, so use "unscaled" + normalization and no preconditioning. Again, we don't care about + the answer, we just want it to be quiet. + + >>> solver = DefaultSolver(criterion="unscaled", precon=None) + >>> DiffusionTerm().solve(var, solver=solver) This test is for https://github.com/usnistgov/fipy/issues/372. Cell volumes were being returned as `binOps` rather than arrays. diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index 21334afb1b..8eec23c755 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -55,19 +55,37 @@ def __init__(self, tolerance="default", def _adaptLegacyTolerance(self, L, x, b): return (1., PETSc.KSP.NormType.DEFAULT) + def _adaptNormToRHSNorm(self, norm, L, x, b): + """Scale desired norm to RHS, unless impossible + + Attempt to adapt scaling based on what PETSc does with pathological + norms. + """ + rhs = self._rhsNorm(L, x, b) + if rhs == 0: + r0 = self._residualNorm(L, x, b) + if r0 == 0: + factor = norm + else: + factor = norm / r0 + else: + factor = norm / rhs + + return factor + def _adaptUnscaledTolerance(self, L, x, b): - factor = 1. / self._rhsNorm(L, x, b) + factor = self._adaptNormToRHSNorm(1., L, x, b) return (factor, PETSc.KSP.NormType.UNPRECONDITIONED) def _adaptRHSTolerance(self, L, x, b): return (1., PETSc.KSP.NormType.UNPRECONDITIONED) def _adaptMatrixTolerance(self, L, x, b): - factor = self._matrixNorm(L, x, b) / self._rhsNorm(L, x, b) + factor = self._adaptNormToRHSNorm(self._matrixNorm(L, x, b), L, x, b) return (factor, PETSc.KSP.NormType.UNPRECONDITIONED) def _adaptInitialTolerance(self, L, x, b): - factor = self._residualNorm(L, x, b) / self._rhsNorm(L, x, b) + factor = self._adaptNormToRHSNorm(self._residualNorm(L, x, b), L, x, b) return (factor, PETSc.KSP.NormType.UNPRECONDITIONED) def _adaptPreconditionedTolerance(self, L, x, b): From 8261cf5e450730c516150b31c4a97094f37f03b6 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 10 Jan 2024 22:24:33 -0500 Subject: [PATCH 287/303] Change preconditioner for PETSc to enable problem to solve --- examples/reactiveWetting/liquidVapor2D.py | 16 +++++++++++----- 1 file changed, 11 insertions(+), 5 deletions(-) diff --git a/examples/reactiveWetting/liquidVapor2D.py b/examples/reactiveWetting/liquidVapor2D.py index e550921f71..ba4ec3f464 100755 --- a/examples/reactiveWetting/liquidVapor2D.py +++ b/examples/reactiveWetting/liquidVapor2D.py @@ -121,11 +121,17 @@ vector. For this particular problem, the initial residual is much smaller than the RHS and so the solver gets "stuck". Changing the normalization to use the initial residual at the beginning of each sweep allows the solution -to progress. Another option would be to scale the tolerance appropriately, -but the value is so small (:math:`\sim 10^{-22}`) that this results in -underflow issues for some solvers. - ->>> solver = coupledEqn.getDefaultSolver(criterion="initial") +to progress. + +>>> from fipy.solvers import solver_suite +>>> if solver_suite == "petsc": +... # PETSc's default ILU preconditioner does not behave well +... # for this problem +... from fipy import SSORPreconditioner +... precon = SSORPreconditioner() +... else: +... precon = "default" +>>> solver = coupledEqn.getDefaultSolver(criterion="initial", precon=precon) .. note:: From e34b134aec68e86f4edb2dc318addc1a72a64a34 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 11 Jan 2024 09:49:36 -0500 Subject: [PATCH 288/303] Adjust tolerances to account for relaxed default solver tolerance Default solver tolerances have been relaxed from 1e-10 to 1e-5 to agree with default of most solver suites. This should save on compute time and, in most cases, this is adequate for existing tests to pass. Where it is not, either adjust the solver or adjust the test. --- examples/convection/exponential1D/tri2D.py | 10 ++++++---- examples/convection/exponential2D/tri2D.py | 9 ++++++--- examples/diffusion/mesh1D.py | 2 +- .../diffusion/steadyState/mesh1D/tri2Dinput.py | 9 ++++++--- .../diffusion/steadyState/mesh20x20/tri2Dinput.py | 8 ++++++-- examples/diffusion/steadyState/mesh50x50/input.py | 6 ++++-- .../diffusion/steadyState/mesh50x50/tri2Dinput.py | 6 ++++-- .../steadyState/otherMeshes/grid3Dinput.py | 10 +++++++--- examples/diffusion/variable.py | 4 ++-- examples/phase/impingement/mesh40x1.py | 11 ++++++++--- fipy/terms/term.py | 15 +++++++++++++++ fipy/terms/transientTerm.py | 6 +++--- 12 files changed, 68 insertions(+), 28 deletions(-) diff --git a/examples/convection/exponential1D/tri2D.py b/examples/convection/exponential1D/tri2D.py index 4c2cedd072..de00c55c5d 100755 --- a/examples/convection/exponential1D/tri2D.py +++ b/examples/convection/exponential1D/tri2D.py @@ -34,8 +34,10 @@ >>> eq = (DiffusionTerm(coeff=diffCoeff) ... + ExponentialConvectionTerm(coeff=convCoeff)) ->>> eq.solve(var = var, -... solver=DefaultAsymmetricSolver(iterations=10000)) +It should be possible to drive this steady-state solution to high accuracy. + +>>> solver = DefaultAsymmetricSolver(tolerance=1e-10, iterations=10000) +>>> eq.solve(var=var, solver=solver) The analytical solution test for this problem is given by: @@ -45,8 +47,8 @@ >>> DD = 1. - numerix.exp(-convCoeff[axis] * L / diffCoeff) >>> analyticalArray = CC / DD ->>> print(var.allclose(analyticalArray, rtol = 1e-6, atol = 1e-6)) -1 +>>> print(var.allclose(analyticalArray, rtol=1e-6, atol=1e-6)) +True >>> if __name__ == '__main__': ... viewer = Viewer(vars = var) diff --git a/examples/convection/exponential2D/tri2D.py b/examples/convection/exponential2D/tri2D.py index 9a5966993a..abaed7785e 100755 --- a/examples/convection/exponential2D/tri2D.py +++ b/examples/convection/exponential2D/tri2D.py @@ -27,7 +27,10 @@ >>> eq = (DiffusionTerm(coeff=diffCoeff) ... + ExponentialConvectionTerm(coeff=convCoeff)) ->>> eq.solve(var = var) +It should be possible to drive this steady-state solution to high accuracy. + +>>> solver = eq.getDefaultSolver(tolerance=1e-10) +>>> eq.solve(var=var, solver=solver) The analytical solution test for this problem is given by: @@ -36,8 +39,8 @@ >>> CC = 1. - numerix.exp(-convCoeff[axis] * x / diffCoeff) >>> DD = 1. - numerix.exp(-convCoeff[axis] * L / diffCoeff) >>> analyticalArray = CC / DD ->>> print(var.allclose(analyticalArray, rtol = 1e-10, atol = 1e-10)) -1 +>>> print(var.allclose(analyticalArray, rtol=1e-10, atol=1e-10)) +True >>> if __name__ == '__main__': ... viewer = Viewer(vars = var) diff --git a/examples/diffusion/mesh1D.py b/examples/diffusion/mesh1D.py index 3d113a1e7b..72a512c379 100755 --- a/examples/diffusion/mesh1D.py +++ b/examples/diffusion/mesh1D.py @@ -708,7 +708,7 @@ and see that :math:`\phi` dissipates to the expected average value of 0.2 with reasonable accuracy. ->>> print(numerix.allclose(phi, 0.2, atol=1e-5)) +>>> print(numerix.allclose(phi, 0.2, atol=4e-5)) True If we reset the initial condition diff --git a/examples/diffusion/steadyState/mesh1D/tri2Dinput.py b/examples/diffusion/steadyState/mesh1D/tri2Dinput.py index 1f18b22ddc..edb011cd58 100755 --- a/examples/diffusion/steadyState/mesh1D/tri2Dinput.py +++ b/examples/diffusion/steadyState/mesh1D/tri2Dinput.py @@ -13,9 +13,12 @@ :func:`~fipy.meshes.factoryMeshes.Grid1D` object. Here, one time step is executed to implicitly find the steady state -solution. +solution. We increase the solver tolerance from the default +:math:`10^{-5}` in order to achieve a good solution. - >>> DiffusionTerm().solve(var) + >>> eq = DiffusionTerm() + >>> solver = eq.getDefaultSolver(tolerance=1e-8) + >>> eq.solve(var, solver=solver) To test the solution, the analytical result is required. The `x` coordinates from the mesh are gathered and the length of the domain, @@ -30,7 +33,7 @@ tolerance of `1e-10`. >>> print(var.allclose(analyticalArray)) - 1 + True """ from __future__ import print_function diff --git a/examples/diffusion/steadyState/mesh20x20/tri2Dinput.py b/examples/diffusion/steadyState/mesh20x20/tri2Dinput.py index 541de34846..4958be496f 100755 --- a/examples/diffusion/steadyState/mesh20x20/tri2Dinput.py +++ b/examples/diffusion/steadyState/mesh20x20/tri2Dinput.py @@ -1,8 +1,12 @@ """ This input file again solves a 2D diffusion problem on a triangular mesh. +We increase the solver tolerance from the default :math:`10^{-5}` in order +to achieve a good solution. - >>> DiffusionTerm().solve(var) + >>> eq = DiffusionTerm() + >>> solver = eq.getDefaultSolver(tolerance=1e-10) + >>> eq.solve(var, solver=solver) The result is again tested in the same way: @@ -10,7 +14,7 @@ >>> x = mesh.cellCenters[0] >>> analyticalArray = valueLeft + (valueRight - valueLeft) * x / Lx >>> print(var.allclose(analyticalArray, rtol = 1e-8)) - 1 + True """ from __future__ import unicode_literals diff --git a/examples/diffusion/steadyState/mesh50x50/input.py b/examples/diffusion/steadyState/mesh50x50/input.py index af3fd9e117..d97fc54808 100755 --- a/examples/diffusion/steadyState/mesh50x50/input.py +++ b/examples/diffusion/steadyState/mesh50x50/input.py @@ -6,12 +6,14 @@ The result is again tested in the same way: - >>> DiffusionTerm().solve(var) + >>> eq = DiffusionTerm() + >>> solver = eq.getDefaultSolver(tolerance=1e-10) + >>> eq.solve(var, solver=solver) >>> Lx = nx * dx >>> x = mesh.cellCenters[0] >>> analyticalArray = valueLeft + (valueRight - valueLeft) * x / Lx >>> print(var.allclose(analyticalArray, rtol = 1e-9)) - 1 + True """ from __future__ import unicode_literals diff --git a/examples/diffusion/steadyState/mesh50x50/tri2Dinput.py b/examples/diffusion/steadyState/mesh50x50/tri2Dinput.py index 99a5314a46..c21858a940 100755 --- a/examples/diffusion/steadyState/mesh50x50/tri2Dinput.py +++ b/examples/diffusion/steadyState/mesh50x50/tri2Dinput.py @@ -12,12 +12,14 @@ The result is again tested in the same way: - >>> DiffusionTerm().solve(var) + >>> eq = DiffusionTerm() + >>> solver = eq.getDefaultSolver(tolerance=1e-10) + >>> eq.solve(var, solver=solver) >>> Lx = nx * dx >>> x = mesh.cellCenters[0] >>> analyticalArray = valueLeft + (valueRight - valueLeft) * x / Lx >>> print(var.allclose(analyticalArray, atol = 1e-7)) - 1 + True """ from __future__ import unicode_literals diff --git a/examples/diffusion/steadyState/otherMeshes/grid3Dinput.py b/examples/diffusion/steadyState/otherMeshes/grid3Dinput.py index 56b7630257..08e5c5fc14 100755 --- a/examples/diffusion/steadyState/otherMeshes/grid3Dinput.py +++ b/examples/diffusion/steadyState/otherMeshes/grid3Dinput.py @@ -4,13 +4,17 @@ """ Test case for the `Grid3D`. - >>> DiffusionTerm().solve(var) - >>> DiffusionTerm().solve(var2) + >>> eq3D = DiffusionTerm() + >>> solver = eq3D.getDefaultSolver(tolerance=1e-6) + >>> eq3D.solve(var, solver=solver) + >>> eq2D = DiffusionTerm() + >>> solver = eq2D.getDefaultSolver(tolerance=1e-6) + >>> eq2D.solve(var2, solver=solver) >>> a = numerix.array(var.globalValue) >>> b = numerix.array(var2.globalValue) >>> c = numerix.ravel(numerix.array((b, b, b))) >>> print(numerix.allclose(a, c)) - 1 + True """ from __future__ import unicode_literals diff --git a/examples/diffusion/variable.py b/examples/diffusion/variable.py index 49a9e12514..8fc831140c 100755 --- a/examples/diffusion/variable.py +++ b/examples/diffusion/variable.py @@ -12,8 +12,8 @@ >>> x = mesh.cellCenters[0] >>> values = numerix.where(x < 3. * L / 4., 10 * x - 9. * L / 4., x + 18. * L / 4.) >>> values = numerix.where(x < L / 4., x, values) - >>> print(var.allclose(values, atol = 1e-8, rtol = 1e-8)) - 1 + >>> print(var.allclose(values)) + True """ from __future__ import division diff --git a/examples/phase/impingement/mesh40x1.py b/examples/phase/impingement/mesh40x1.py index f21f68637e..47bc929014 100755 --- a/examples/phase/impingement/mesh40x1.py +++ b/examples/phase/impingement/mesh40x1.py @@ -188,12 +188,17 @@ we iterate the solution in time, plotting as we go if running interactively, +The ``theta`` equation is a bit more sensitive than the ``phase`` equation, +so we require a stricter tolerance. + +>>> solver = thetaEq.getDefaultSolver(tolerance=1e-7) + >>> steps = 10 >>> from builtins import range >>> for i in range(steps): ... theta.updateOld() -... thetaEq.solve(theta, dt = timeStepDuration) -... phaseEq.solve(phase, dt = timeStepDuration) +... thetaEq.solve(theta, dt=timeStepDuration, solver=solver) +... phaseEq.solve(phase, dt=timeStepDuration) ... if __name__ == '__main__': ... phaseViewer.plot() ... thetaProductViewer.plot() @@ -211,7 +216,7 @@ >>> testData = numerix.loadtxt(os.path.splitext(__file__)[0] + text_to_native_str('.gz')) >>> testData = CellVariable(mesh=mesh, value=testData) >>> print(theta.allclose(testData)) -1 +True """ from __future__ import unicode_literals __docformat__ = 'restructuredtext' diff --git a/fipy/terms/term.py b/fipy/terms/term.py index 15519e71de..50eba1abe7 100644 --- a/fipy/terms/term.py +++ b/fipy/terms/term.py @@ -553,6 +553,21 @@ def _test(self): ... sweep += 1 >>> x = m.cellCenters[0] >>> answer = (numerix.exp(x) - numerix.exp(-x)) / (numerix.exp(L) - numerix.exp(-L)) + + The default solver tolerance of :math:`10^{-5}` results in only + modest agreement with the analytical solution. + + >>> print(numerix.allclose(v, answer, rtol=3e-3)) + True + + Reducing the solver tolerance to :math:`10^{-8}` improves the solutio. + + >>> res = 1. + >>> sweep = 0 + >>> solver = eqn.getDefaultSolver(tolerance=1e-8) + >>> while res > 1e-8 and sweep < 100: + ... res = eqn.sweep(v, solver=solver) + ... sweep += 1 >>> print(numerix.allclose(v, answer, rtol=2e-5)) True diff --git a/fipy/terms/transientTerm.py b/fipy/terms/transientTerm.py index 376ee88383..5e85e51cdb 100644 --- a/fipy/terms/transientTerm.py +++ b/fipy/terms/transientTerm.py @@ -63,13 +63,13 @@ class TransientTerm(CellTerm): >>> for step in range(steps): ... var.updateOld() ... for sweep in range(sweeps): - ... eq.solve(var, dt = dt) + ... eq.solve(var, dt=dt) Compare the final result with the analytical solution. >>> from fipy.tools import numerix - >>> print(var.allclose(numerix.sqrt(k * dt * steps + phi0**2))) - 1 + >>> print(var.allclose(numerix.sqrt(k * dt * steps + phi0**2), rtol=2e-5)) + True """ def _getWeight(self, var, transientGeomCoeff=None, diffusionGeomCoeff=None): From dd41d328c91d28db29eaacbd20266704e4f47193 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 11 Jan 2024 22:49:35 -0500 Subject: [PATCH 289/303] Enable tests to pass with PETSc's default `divergence_tolerance` --- docs/source/SOLVERS.rst | 27 ++++- examples/diffusion/mesh1D.py | 8 +- .../steadyState/mesh1D/inputPeriodic.py | 10 +- examples/elphf/diffusion/mesh1D.py | 7 +- examples/elphf/phaseDiffusion.py | 22 ++-- examples/phase/binary.py | 8 +- examples/phase/quaternary.py | 6 +- examples/reactiveWetting/liquidVapor1D.py | 2 +- fipy/solvers/petsc/petscKrylovSolver.py | 111 ++++++++++++++---- 9 files changed, 155 insertions(+), 46 deletions(-) diff --git a/docs/source/SOLVERS.rst b/docs/source/SOLVERS.rst index 1d922fd700..db77007ffb 100644 --- a/docs/source/SOLVERS.rst +++ b/docs/source/SOLVERS.rst @@ -267,7 +267,32 @@ PETSc_ and SciPy_ Krylov solvers accept an additional PETSc_ Krylov solvers accept a third ``divergence_tolerance`` parameter, such that a divergence is detected if ``residual > divergence_tolerance * -scale``. +scale``. Because of `the way the convergence test is coded +`_, +if the initial residual is much larger than the norm of the right-hand-side +vector, PETSc_ will abort with |KSP_DIVERGED_DTOL|_ without ever trying to +solve. If this occurs, either ``divergence_tolerance`` should be increased +or another convergence criterion should be used. + +.. note:: + + See :mod:`examples.diffusion.mesh1D`, + :mod:`examples.diffusion.steadyState.mesh1D.inputPeriodic`, + :mod:`examples.elphf.diffusion.mesh1D`, + :mod:`examples.elphf.phaseDiffusion`, :mod:`examples.phase.binary`, + :mod:`examples.phase.quaternary`, and + :mod:`examples.reactiveWetting.liquidVapor1D` for several examples where + :code:`criterion="initial"` is used to address this situation. + +.. note:: + + ``divergence_tolerance`` never caused a problem in previous versions of + :term:`FiPy` because the default behavior of PETSc_ is to zero out the + initial guess before trying to solve and then never do a test against + ``divergence_tolerance``. This resulted in behavior (number of + iterations and ultimate residual) that was very different from the other + solver suites and so :term:`FiPy` now directs PETSc to use the initial + guess. Reporting ========= diff --git a/examples/diffusion/mesh1D.py b/examples/diffusion/mesh1D.py index 72a512c379..e2ea28594a 100755 --- a/examples/diffusion/mesh1D.py +++ b/examples/diffusion/mesh1D.py @@ -782,7 +782,13 @@ >>> if __name__ == '__main__': ... viewer.plot() ->>> (TransientTerm() == DiffusionTerm(D)).solve(var=phi, dt=1e6*dt) +>>> eq = (TransientTerm() == DiffusionTerm(D)) + +The initial residual is much larger than the norm of the right-hand-side +vector, so we use `"initial"` tolerance scaling. + +>>> solver = eq.getDefaultSolver(criterion="initial") +>>> eq.solve(var=phi, dt=1e6*dt, solver=solver) >>> if __name__ == '__main__': ... viewer.plot() >>> from fipy import input diff --git a/examples/diffusion/steadyState/mesh1D/inputPeriodic.py b/examples/diffusion/steadyState/mesh1D/inputPeriodic.py index 7021b58513..87314dcdff 100755 --- a/examples/diffusion/steadyState/mesh1D/inputPeriodic.py +++ b/examples/diffusion/steadyState/mesh1D/inputPeriodic.py @@ -33,7 +33,13 @@ solver has no fixed value and can become unstable. >>> eq = TransientTerm(coeff=1e-8) - DiffusionTerm() ->>> eq.solve(var=var, dt=1.) + +The initial residual is much larger than the norm of the right-hand-side +vector, so we use `"initial"` tolerance scaling with a tolerance that will +drive to an accurate solution. + +>>> solver = eq.getDefaultSolver(criterion="initial", tolerance=1e-8) +>>> eq.solve(var=var, dt=1., solver=solver) >>> if __name__ == '__main__': ... viewer.plot() @@ -41,7 +47,7 @@ The result of the calculation will be the average value over the domain. >>> print(var.allclose((valueLeft + valueRight) / 2., rtol = 1e-5)) -1 +True """ from __future__ import unicode_literals diff --git a/examples/elphf/diffusion/mesh1D.py b/examples/elphf/diffusion/mesh1D.py index 60d983cc9e..1ce7bb8f7a 100755 --- a/examples/elphf/diffusion/mesh1D.py +++ b/examples/elphf/diffusion/mesh1D.py @@ -77,7 +77,10 @@ >>> substitutionals[1].setValue(0.6) >>> substitutionals[1].setValue(0.3, where=x > L / 2) -We create one diffusion equation for each substitutional component +We create one diffusion equation for each substitutional component. The +initial residual is much larger than the norm of the right-hand-side +vector, so we use `"initial"` tolerance scaling with a tolerance and +preconditioner that will drive to an accurate solution. >>> from fipy import solver_suite @@ -99,7 +102,7 @@ ... preconditioner = ILUPreconditioner() ... else: ... preconditioner = "default" -... Cj.solver = DefaultAsymmetricSolver(precon=preconditioner, iterations=3200) +... Cj.solver = DefaultAsymmetricSolver(criterion="initial", precon=preconditioner, iterations=3200) If we are running interactively, we create a viewer to see the results diff --git a/examples/elphf/phaseDiffusion.py b/examples/elphf/phaseDiffusion.py index 8b5cd03120..e761779711 100755 --- a/examples/elphf/phaseDiffusion.py +++ b/examples/elphf/phaseDiffusion.py @@ -82,7 +82,9 @@ We create the phase equation as in :mod:`examples.elphf.phase` and create the diffusion equations for the different species as in -:mod:`examples.elphf.diffusion.mesh1D` +:mod:`examples.elphf.diffusion.mesh1D`. The initial residual of the +diffusion equations is much larger than the norm of the right-hand-side +vector, so we use `"initial"` tolerance scaling for those equations >>> def makeEquations(phase, substitutionals, interstitials): ... phase.equation = TransientTerm(coeff = 1/phase.mobility) \ @@ -139,6 +141,9 @@ ... Cj.equation = (TransientTerm() ... == DiffusionTerm(coeff=Cj.diffusivity) ... + PowerLawConvectionTerm(coeff=convectionCoeff)) +... +... for Cj in substitutionals + interstitials: +... Cj.solver = Cj.equation.getDefaultSolver(criterion="initial") >>> makeEquations(phase, substitutionals, interstitials) @@ -180,8 +185,9 @@ ... field.updateOld() ... phase.equation.solve(var = phase, dt = dt) ... for field in substitutionals + interstitials: -... field.equation.solve(var = field, -... dt = dt) +... field.equation.solve(var=field, +... dt=dt, +... solver=field.solver) ... if __name__ == '__main__': ... viewer.plot() @@ -262,8 +268,9 @@ ... field.updateOld() ... phase.equation.solve(var = phase, dt = dt) ... for field in substitutionals + interstitials: -... field.equation.solve(var = field, -... dt = dt) +... field.equation.solve(var=field, +... dt=dt, +... solver=field.solver) ... if __name__ == '__main__': ... viewer.plot() @@ -354,8 +361,9 @@ ... field.updateOld() ... phase.equation.solve(var = phase, dt = dt) ... for field in substitutionals + interstitials: -... field.equation.solve(var = field, -... dt = dt) +... field.equation.solve(var=field, +... dt=dt, +... solver=field.solver) ... if __name__ == '__main__': ... viewer.plot() diff --git a/examples/phase/binary.py b/examples/phase/binary.py index a80249e0d6..286d6985a6 100755 --- a/examples/phase/binary.py +++ b/examples/phase/binary.py @@ -497,12 +497,10 @@ def deltaChemPot(phase, C, T): We now use the ":meth:`~fipy.terms.term.Term.sweep`" method instead of ":meth:`~fipy.terms.term.Term.solve`" because we require the residual. +The initial residual of the diffusion equation is much larger than the norm +of the right-hand-side vector, so we use `"initial"` tolerance scaling. ->>> from fipy.solvers import solver_suite ->>> if solver_suite == "petsc": -... solver = DefaultAsymmetricSolver(divergence_tolerance=1e8) -... else: -... solver = None +>>> solver = DefaultAsymmetricSolver(criterion="initial") >>> phase.updateOld() >>> C.updateOld() diff --git a/examples/phase/quaternary.py b/examples/phase/quaternary.py index dd9b98fbf9..81a462e52c 100755 --- a/examples/phase/quaternary.py +++ b/examples/phase/quaternary.py @@ -354,12 +354,14 @@ ... datamin=0, datamax=1) ... viewer.plot() -and again iterate to equilibrium +and again iterate to equilibrium. The initial residual is much larger than +the norm of the right-hand-side vector, so we use `"initial"` tolerance +scaling. .. index:: single: DefaultAsymmetricSolver ->>> solver = DefaultAsymmetricSolver(tolerance=1e-10) +>>> solver = DefaultAsymmetricSolver(criterion="initial") >>> dt = 10000 diff --git a/examples/reactiveWetting/liquidVapor1D.py b/examples/reactiveWetting/liquidVapor1D.py index 2b945300a3..3a268bbcf6 100755 --- a/examples/reactiveWetting/liquidVapor1D.py +++ b/examples/reactiveWetting/liquidVapor1D.py @@ -285,7 +285,7 @@ but the value is so small (:math:`\sim 10^{-22}`) that this results in underflow issues for some solvers. ->>> solver = coupledEqn.getDefaultSolver(criterion="initial") +>>> solver = coupledEqn.getDefaultSolver(criterion="initial", tolerance=1e-12) .. note:: diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index 8eec23c755..a04c8f6a1f 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -6,6 +6,8 @@ from .petscSolver import PETScSolver from .preconditioners.defaultPreconditioner import DefaultPreconditioner +from fipy.tools import numerix + __all__ = ["PETScKrylovSolver"] from future.utils import text_to_native_str __all__ = [text_to_native_str(n) for n in __all__] @@ -22,7 +24,7 @@ class PETScKrylovSolver(PETScSolver): def __init__(self, tolerance="default", absolute_tolerance=None, - divergence_tolerance=1e100, + divergence_tolerance=None, criterion="default", iterations="default", precon="default"): """ @@ -55,38 +57,91 @@ def __init__(self, tolerance="default", def _adaptLegacyTolerance(self, L, x, b): return (1., PETSc.KSP.NormType.DEFAULT) - def _adaptNormToRHSNorm(self, norm, L, x, b): - """Scale desired norm to RHS, unless impossible + def _convergenceTest(self, ksp, its, rnorm, scale): + """Replace `KSPConvergedDefault()` with custom normalization + + Modeled on `KSPConvergedDefault() + `_. + Simplisitically, converged if `rnorm <= rtol * scale`. + + It would be much nicer (and less expensive) if they would just let + you specify how to calculate rnorm0! + `KSPConvergedDefaultSetUIRNorm()` isn't exposed to petsc4py, and it + wouldn't help with "unscaled" or "matrix". + + Parameters + ---------- + ksp : ~petsc4py.PETSc.KSP + Krylov solver object. + its : int + Number of iterations performed. + rnorm : float + Norm of the residual to test. + scale : float + How to interpret magnitude of tolerance. - Attempt to adapt scaling based on what PETSc does with pathological - norms. + Returns + ------- + bool + Whether solution is converged. """ - rhs = self._rhsNorm(L, x, b) - if rhs == 0: - r0 = self._residualNorm(L, x, b) - if r0 == 0: - factor = norm - else: - factor = norm / r0 - else: - factor = norm / rhs - return factor + reason = PETSc.KSP.ConvergedReason.CONVERGED_ITERATING + + min_it = 0 + + if numerix.isnan(rnorm) or numerix.isinf(rnorm): + pcreason = PCReduceFailedReason + if pcreason: + reason = PETSc.KSP.ConvergedReason.DIVERGED_PCSETUP_FAILED + self._log.debug("Linear solver pcsetup fails, " + "declaring divergence") + else: + reason = PETSc.KSP.ConvergedReason.DIVERGED_NANORINF + self._log.debug("Linear solver has created a not a number (NaN) " + "as the residual norm, declaring divergence") + elif its >= min_it: + if rnorm <= max(ksp.rtol * scale, ksp.atol): + if rnorm < ksp.atol: + reason = PETSc.KSP.ConvergedReason.CONVERGED_ATOL + self._log.debug("Linear solver has converged. " + "Residual norm {rnorm:14.12e} is less " + "than absolute tolerance {atol:14.12e} " + "at iteration {its}".format(rnorm=rnorm, + atol=ksp.atol, + its=its)) + else: + reason = PETSc.KSP.ConvergedReason.CONVERGED_RTOL + self._log.debug("Linear solver has converged. " + "Residual norm {rnorm:14.12e} is less " + "than relative tolerance {rtol:14.12e} " + "times residual scale {scale:14.12e} " + "at iteration {its}".format(rnorm=rnorm, + rtol=ksp.rtol, + scale=scale, + its=its)) + elif rnorm >= ksp.dtol * scale: + reason = PETSc.KSP.ConvergedReason.DIVERGED_DTOL + self._log.debug("Linear solver is diverging. " + "Residual scale {scale:14.12e}, " + "current residual norm {rnorm:14.12e} " + "at iteration {its}".format(rnorm=rnorm, + scale=scale, + its=its)) + + return reason def _adaptUnscaledTolerance(self, L, x, b): - factor = self._adaptNormToRHSNorm(1., L, x, b) - return (factor, PETSc.KSP.NormType.UNPRECONDITIONED) + return (1., self._convergenceTest) def _adaptRHSTolerance(self, L, x, b): return (1., PETSc.KSP.NormType.UNPRECONDITIONED) def _adaptMatrixTolerance(self, L, x, b): - factor = self._adaptNormToRHSNorm(self._matrixNorm(L, x, b), L, x, b) - return (factor, PETSc.KSP.NormType.UNPRECONDITIONED) + return (self._matrixNorm(L, x, b), self._convergenceTest) def _adaptInitialTolerance(self, L, x, b): - factor = self._adaptNormToRHSNorm(self._residualNorm(L, x, b), L, x, b) - return (factor, PETSc.KSP.NormType.UNPRECONDITIONED) + return (self._residualNorm(L, x, b), self._convergenceTest) def _adaptPreconditionedTolerance(self, L, x, b): return (1., PETSc.KSP.NormType.PRECONDITIONED) @@ -121,10 +176,16 @@ def _solve_(self, L, x, b): ksp.setOperators(L) tolerance_scale, suite_criterion = self._adaptTolerance(L, x, b) - - rtol, divtol = (self.scale_tolerance(tol, tolerance_scale) - for tol in (self.tolerance, - self.divergence_tolerance)) + if suite_criterion == self._convergenceTest: + ksp.setConvergenceTest(suite_criterion, + kargs=dict(scale=tolerance_scale)) + suite_criterion = PETSc.KSP.NormType.PRECONDITIONED + rtol = self.tolerance + divtol = self.divergence_tolerance + else: + rtol, divtol = (self.scale_tolerance(tol, tolerance_scale) + for tol in (self.tolerance, + self.divergence_tolerance)) ksp.setTolerances(rtol=rtol, atol=self.absolute_tolerance, From 1e7800027f0d70991844a60d301dccad0d5a0627 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Thu, 18 Jan 2024 12:42:37 -0500 Subject: [PATCH 290/303] Introduce Timer context manager Originally tried to make it do logging, too, but I couldn't figure out how to get it to log in the correct scope. Separating timing from logging substantially simplifies the logic at a modest cost in LoC at point of use. --- fipy/solvers/petsc/linearLUSolver.py | 18 +-- fipy/solvers/petsc/petscKrylovSolver.py | 17 ++- fipy/solvers/pyamgx/pyAMGXSolver.py | 26 +++- fipy/solvers/pysparse/linearLUSolver.py | 20 +-- fipy/solvers/pysparse/pysparseSolver.py | 22 ++-- fipy/solvers/scipy/linearLUSolver.py | 26 ++-- fipy/solvers/scipy/scipyKrylovSolver.py | 28 ++-- fipy/solvers/trilinos/linearLUSolver.py | 22 ++-- .../solvers/trilinos/trilinosAztecOOSolver.py | 18 ++- fipy/terms/term.py | 122 ++++++++++-------- fipy/tools/test.py | 3 +- fipy/tools/timer.py | 63 +++++++++ 12 files changed, 248 insertions(+), 137 deletions(-) create mode 100644 fipy/tools/timer.py diff --git a/fipy/solvers/petsc/linearLUSolver.py b/fipy/solvers/petsc/linearLUSolver.py index 66c3c5b3c0..0227e7312e 100644 --- a/fipy/solvers/petsc/linearLUSolver.py +++ b/fipy/solvers/petsc/linearLUSolver.py @@ -5,6 +5,7 @@ from petsc4py import PETSc +from fipy.tools.timer import Timer from .petscSolver import PETScSolver from .preconditioners.luPreconditioner import LUPreconditioner @@ -86,19 +87,20 @@ def _solve_(self, L, x, b): self._log.debug("BEGIN solve") - for iteration in range(self.iterations): - residualVector, residual = self._residualVectorAndNorm(L, x, b) + with Timer() as t: + for iteration in range(self.iterations): + residualVector, residual = self._residualVectorAndNorm(L, x, b) - if residual <= self.tolerance * tolerance_scale: - break + if residual <= self.tolerance * tolerance_scale: + break - xError = x.copy() + xError = x.copy() - ksp.solve(residualVector, xError) + ksp.solve(residualVector, xError) - x -= xError + x -= xError - self._log.debug("END solve") + self._log.debug("END solve - {} ns".format(t.elapsed)) self._setConvergence(suite="petsc", code=PETSc.KSP.ConvergedReason.CONVERGED_ITS, diff --git a/fipy/solvers/petsc/petscKrylovSolver.py b/fipy/solvers/petsc/petscKrylovSolver.py index a04c8f6a1f..224b7e4697 100644 --- a/fipy/solvers/petsc/petscKrylovSolver.py +++ b/fipy/solvers/petsc/petscKrylovSolver.py @@ -3,6 +3,7 @@ from petsc4py import PETSc +from fipy.tools.timer import Timer from .petscSolver import PETScSolver from .preconditioners.defaultPreconditioner import DefaultPreconditioner @@ -195,20 +196,22 @@ def _solve_(self, L, x, b): self._log.debug("BEGIN precondition") - if self.preconditioner is None: - ksp.getPC().setType("none") - else: - self.preconditioner._applyToSolver(solver=ksp, matrix=L) + with Timer() as t: + if self.preconditioner is None: + ksp.getPC().setType("none") + else: + self.preconditioner._applyToSolver(solver=ksp, matrix=L) - self._log.debug("END precondition") + self._log.debug("END precondition - {} ns".format(t.elapsed)) ksp.setFromOptions() self._log.debug("BEGIN solve") - ksp.solve(b, x) + with Timer() as t: + ksp.solve(b, x) - self._log.debug("END solve") + self._log.debug("END solve - {} ns".format(t.elapsed)) self._setConvergence(suite="petsc", code=ksp.reason, diff --git a/fipy/solvers/pyamgx/pyAMGXSolver.py b/fipy/solvers/pyamgx/pyAMGXSolver.py index a2b7a538d7..4ae92abcfc 100644 --- a/fipy/solvers/pyamgx/pyAMGXSolver.py +++ b/fipy/solvers/pyamgx/pyAMGXSolver.py @@ -7,6 +7,7 @@ from fipy.solvers.solver import Solver from fipy.matrices.scipyMatrix import _ScipyMeshMatrix from fipy.tools import numerix +from fipy.tools.timer import Timer __all__ = ["PyAMGXSolver"] from future.utils import text_to_native_str @@ -117,9 +118,15 @@ def _adaptInitialTolerance(self, L, x, b): def _solve_(self, L, x, b): # transfer data from CPU to GPU - self.x_gpu.upload(x) - self.b_gpu.upload(b) - self.A_gpu.upload_CSR(L) + + self._log.debug("BEGIN cpu2gpu") + + with Timer() as t: + self.x_gpu.upload(x) + self.b_gpu.upload(b) + self.A_gpu.upload_CSR(L) + + self._log.debug("END cpu2gpu - {elapsed} ns".format(elapsed=t.elapsed)) tolerance_scale, suite_criterion = self._adaptTolerance(L, x, b) config_dict = self.config_dict.copy() @@ -136,12 +143,19 @@ def _solve_(self, L, x, b): self._log.debug("BEGIN solve") - solver.solve(self.b_gpu, self.x_gpu) + with Timer() as t: + solver.solve(self.b_gpu, self.x_gpu) - self._log.debug("END solve") + self._log.debug("END solve - {} ns".format(t.elapsed)) # download values from GPU to CPU - self.x_gpu.download(x) + + self._log.debug("BEGIN gpu2cpu") + + with Timer() as t: + self.x_gpu.download(x) + + self._log.debug("END gpu2cpu - {} ns".format(t.elapsed)) if solver.iterations_number == -1: residual = None diff --git a/fipy/solvers/pysparse/linearLUSolver.py b/fipy/solvers/pysparse/linearLUSolver.py index f8b3f2c26a..5d4a98f392 100644 --- a/fipy/solvers/pysparse/linearLUSolver.py +++ b/fipy/solvers/pysparse/linearLUSolver.py @@ -8,6 +8,7 @@ from .pysparseSolver import PysparseSolver from fipy.tools import numerix +from fipy.tools.timer import Timer __all__ = ["LinearLUSolver"] from future.utils import text_to_native_str @@ -83,20 +84,21 @@ def _solve_(self, L, x, b): self._log.debug("BEGIN solve") - LU = superlu.factorize(L.to_csr()) + with Timer() as t: + LU = superlu.factorize(L.to_csr()) - for iteration in range(self.iterations): - residualVector, residual = self._residualVectorAndNorm(L, x, b) + for iteration in range(self.iterations): + residualVector, residual = self._residualVectorAndNorm(L, x, b) - if residual <= self.tolerance * tolerance_scale: - break + if residual <= self.tolerance * tolerance_scale: + break - xError = numerix.zeros(len(b), 'd') + xError = numerix.zeros(len(b), 'd') - LU.solve(residualVector, xError) - x[:] = x - xError + LU.solve(residualVector, xError) + x[:] = x - xError - self._log.debug("END solve") + self._log.debug("END solve - {} ns".format(t.elapsed)) self._setConvergence(suite="pysparse", code=0, diff --git a/fipy/solvers/pysparse/pysparseSolver.py b/fipy/solvers/pysparse/pysparseSolver.py index 00a4f72eef..9add2701b3 100644 --- a/fipy/solvers/pysparse/pysparseSolver.py +++ b/fipy/solvers/pysparse/pysparseSolver.py @@ -3,6 +3,7 @@ from ..pysparseMatrixSolver import PysparseMatrixSolver from fipy.tools import numerix +from fipy.tools.timer import Timer __all__ = ["PysparseSolver"] from future.utils import text_to_native_str @@ -41,19 +42,22 @@ def _solve_(self, L, x, b): self._log.debug("BEGIN precondition") - if self.preconditioner is None: - P = None - else: - P, L = self.preconditioner._applyToMatrix(L) + with Timer() as t: + if self.preconditioner is None: + P = None + else: + P, L = self.preconditioner._applyToMatrix(L) + + self._log.debug("END precondition - {} ns".format(t.elapsed)) - self._log.debug("END precondition") self._log.debug("BEGIN solve") - info, iter, relres = self.solveFnc(L, b, x, - self.tolerance * tolerance_scale, - self.iterations, P) + with Timer() as t: + info, iter, relres = self.solveFnc(L, b, x, + self.tolerance * tolerance_scale, + self.iterations, P) - self._log.debug("END solve") + self._log.debug("END solve - {} ns".format(t.elapsed)) self._setConvergence(suite="pysparse", code=info, diff --git a/fipy/solvers/scipy/linearLUSolver.py b/fipy/solvers/scipy/linearLUSolver.py index 3edaf763eb..97e67914a9 100644 --- a/fipy/solvers/scipy/linearLUSolver.py +++ b/fipy/solvers/scipy/linearLUSolver.py @@ -7,6 +7,7 @@ from fipy.solvers.scipy.scipySolver import ScipySolver from fipy.tools import numerix +from fipy.tools.timer import Timer __all__ = ["LinearLUSolver"] from future.utils import text_to_native_str @@ -60,22 +61,23 @@ def _solve_(self, L, x, b): self._log.debug("BEGIN solve") - LU = splu(L.asformat("csc"), - diag_pivot_thresh=maxdiag, - relax=1, - panel_size=10, - permc_spec=3) + with Timer() as t: + LU = splu(L.asformat("csc"), + diag_pivot_thresh=maxdiag, + relax=1, + panel_size=10, + permc_spec=3) - for iteration in range(min(self.iterations, 10)): - residualVector, residual = self._residualVectorAndNorm(L, x, b) + for iteration in range(min(self.iterations, 10)): + residualVector, residual = self._residualVectorAndNorm(L, x, b) - if residual <= self.tolerance * tolerance_scale: - break + if residual <= self.tolerance * tolerance_scale: + break - xError = LU.solve(residualVector) - x[:] = x - xError + xError = LU.solve(residualVector) + x[:] = x - xError - self._log.debug("END solve") + self._log.debug("END solve - {} ns".format(t.elapsed)) self._setConvergence(suite="scipy", code=0, diff --git a/fipy/solvers/scipy/scipyKrylovSolver.py b/fipy/solvers/scipy/scipyKrylovSolver.py index 5163acf0e5..9f0d7d2f70 100644 --- a/fipy/solvers/scipy/scipyKrylovSolver.py +++ b/fipy/solvers/scipy/scipyKrylovSolver.py @@ -10,6 +10,7 @@ from .scipySolver import ScipySolver from fipy.tools import numerix +from fipy.tools.timer import Timer class ScipyKrylovSolver(ScipySolver): """ @@ -64,22 +65,25 @@ def _solve_(self, L, x, b): self._log.debug("BEGIN precondition") - if self.preconditioner is None: - M = None - else: - M, _ = self.preconditioner._applyToMatrix(L) + with Timer() as t: + if self.preconditioner is None: + M = None + else: + M, _ = self.preconditioner._applyToMatrix(L) + + self._log.debug("END precondition - {} ns".format(t.elapsed)) - self._log.debug("END precondition") self._log.debug("BEGIN solve") - x, info = self.solveFnc(L, b, x, - tol=rtol, - atol=self.absolute_tolerance, - maxiter=self.iterations, - M=M, - callback=self._countIterations) + with Timer() as t: + x, info = self.solveFnc(L, b, x, + tol=rtol, + atol=self.absolute_tolerance, + maxiter=self.iterations, + M=M, + callback=self._countIterations) - self._log.debug("END solve") + self._log.debug("END solve - {} ns".format(t.elapsed)) self._setConvergence(suite="scipy", code=numerix.sign(info), diff --git a/fipy/solvers/trilinos/linearLUSolver.py b/fipy/solvers/trilinos/linearLUSolver.py index 57fe19049a..4feb3e8fd9 100644 --- a/fipy/solvers/trilinos/linearLUSolver.py +++ b/fipy/solvers/trilinos/linearLUSolver.py @@ -8,6 +8,7 @@ from PyTrilinos import Amesos from fipy.solvers.trilinos.trilinosSolver import TrilinosSolver +from fipy.tools.timer import Timer __all__ = ["LinearLUSolver"] from future.utils import text_to_native_str @@ -82,21 +83,22 @@ def _solve_(self, L, x, b): self._log.debug("BEGIN solve") - for iteration in range(self.iterations): - residualVector, residual = self._residualVectorAndNorm(L, x, b) + with Timer() as t: + for iteration in range(self.iterations): + residualVector, residual = self._residualVectorAndNorm(L, x, b) - if residual <= self.tolerance * tolerance_scale: - break + if residual <= self.tolerance * tolerance_scale: + break - xError = Epetra.Vector(L.RowMap()) + xError = Epetra.Vector(L.RowMap()) - Problem = Epetra.LinearProblem(L, xError, residualVector) - Solver = self.Factory.Create(text_to_native_str("Klu"), Problem) - Solver.Solve() + Problem = Epetra.LinearProblem(L, xError, residualVector) + Solver = self.Factory.Create(text_to_native_str("Klu"), Problem) + Solver.Solve() - x[:] = x - xError + x[:] = x - xError - self._log.debug("END solve") + self._log.debug("END solve - {} ns".format(t.elapsed)) self._setConvergence(suite="trilinos", code=AztecOO.AZ_normal, diff --git a/fipy/solvers/trilinos/trilinosAztecOOSolver.py b/fipy/solvers/trilinos/trilinosAztecOOSolver.py index 05b750e5a3..333c9538b1 100644 --- a/fipy/solvers/trilinos/trilinosAztecOOSolver.py +++ b/fipy/solvers/trilinos/trilinosAztecOOSolver.py @@ -5,6 +5,7 @@ from .trilinosSolver import TrilinosSolver from .preconditioners.jacobiPreconditioner import JacobiPreconditioner +from fipy.tools.timer import Timer __all__ = ["TrilinosAztecOOSolver"] from future.utils import text_to_native_str @@ -71,17 +72,20 @@ def _solve_(self, L, x, b): self._log.debug("BEGIN precondition") - if self.preconditioner is None: - solver.SetAztecOption(AztecOO.AZ_precond, AztecOO.AZ_none) - else: - self.preconditioner._applyToSolver(solver=solver, matrix=L) + with Timer() as t: + if self.preconditioner is None: + solver.SetAztecOption(AztecOO.AZ_precond, AztecOO.AZ_none) + else: + self.preconditioner._applyToSolver(solver=solver, matrix=L) + + self._log.debug("END precondition - {} ns".format(t.elapsed)) - self._log.debug("END precondition") self._log.debug("BEGIN solve") - solver.Iterate(self.iterations, rtol) + with Timer() as t: + solver.Iterate(self.iterations, rtol) - self._log.debug("END solve") + self._log.debug("END solve - {} ns".format(t.elapsed)) if self.preconditioner is not None: if hasattr(self.preconditioner, 'Prec'): diff --git a/fipy/terms/term.py b/fipy/terms/term.py index 50eba1abe7..71636513e3 100644 --- a/fipy/terms/term.py +++ b/fipy/terms/term.py @@ -8,6 +8,7 @@ from fipy import input from fipy.tools import numerix +from fipy.tools.timer import Timer from fipy.terms import AbstractBaseClassError from fipy.terms import SolutionVariableRequiredError @@ -121,53 +122,56 @@ def _prepareLinearSystem(self, var, solver, boundaryConditions, dt): self._log.debug("BEGIN _prepareLinearSystem") - solver = self.getDefaultSolver(var, solver) + with Timer() as t: + solver = self.getDefaultSolver(var, solver) - var = self._verifyVar(var) - self._checkVar(var) + var = self._verifyVar(var) + self._checkVar(var) - if type(boundaryConditions) not in (type(()), type([])): - boundaryConditions = (boundaryConditions,) + if type(boundaryConditions) not in (type(()), type([])): + boundaryConditions = (boundaryConditions,) - for bc in boundaryConditions: - bc._resetBoundaryConditionApplied() + for bc in boundaryConditions: + bc._resetBoundaryConditionApplied() - if 'FIPY_DISPLAY_MATRIX' in os.environ: - if not hasattr(self, "_viewer"): - from fipy.viewers.matplotlibViewer.matplotlibSparseMatrixViewer import MatplotlibSparseMatrixViewer - Term._viewer = MatplotlibSparseMatrixViewer() + if 'FIPY_DISPLAY_MATRIX' in os.environ: + if not hasattr(self, "_viewer"): + from fipy.viewers.matplotlibViewer.matplotlibSparseMatrixViewer import MatplotlibSparseMatrixViewer + Term._viewer = MatplotlibSparseMatrixViewer() - var, matrix, RHSvector = self._buildAndAddMatrices(var, - self._getMatrixClass(solver, var), - boundaryConditions=boundaryConditions, - dt=dt, - transientGeomCoeff=self._getTransientGeomCoeff(var), - diffusionGeomCoeff=self._getDiffusionGeomCoeff(var), - buildExplicitIfOther=self._buildExplcitIfOther) + (var, + matrix, + RHSvector) = self._buildAndAddMatrices(var, + self._getMatrixClass(solver, var), + boundaryConditions=boundaryConditions, + dt=dt, + transientGeomCoeff=self._getTransientGeomCoeff(var), + diffusionGeomCoeff=self._getDiffusionGeomCoeff(var), + buildExplicitIfOther=self._buildExplcitIfOther) - self._buildCache(matrix, RHSvector) + self._buildCache(matrix, RHSvector) - solver._storeMatrix(var=var, matrix=matrix, RHSvector=RHSvector) + solver._storeMatrix(var=var, matrix=matrix, RHSvector=RHSvector) - if 'FIPY_DISPLAY_MATRIX' in os.environ: - if var is None: - name = "" - else: - if not hasattr(var, "name"): + if 'FIPY_DISPLAY_MATRIX' in os.environ: + if var is None: name = "" else: - name = var.name - self._viewer.title = r"%s %s" % (name, repr(self)) - from fipy.variables.coupledCellVariable import _CoupledCellVariable - if isinstance(solver.RHSvector, _CoupledCellVariable): - RHSvector = solver.RHSvector.globalValue - else: - RHSvector = solver.RHSvector - self._viewer.plot(matrix=solver.matrix, RHSvector=RHSvector) - from fipy import input - input() + if not hasattr(var, "name"): + name = "" + else: + name = var.name + self._viewer.title = r"%s %s" % (name, repr(self)) + from fipy.variables.coupledCellVariable import _CoupledCellVariable + if isinstance(solver.RHSvector, _CoupledCellVariable): + RHSvector = solver.RHSvector.globalValue + else: + RHSvector = solver.RHSvector + self._viewer.plot(matrix=solver.matrix, RHSvector=RHSvector) + from fipy import input + input() - self._log.debug("END _prepareLinearSystem") + self._log.debug("END _prepareLinearSystem - {} ns".format(t.elapsed)) return solver @@ -193,11 +197,12 @@ def solve(self, var=None, solver=None, boundaryConditions=(), dt=None): self._log.debug("BEGIN solve") - solver = self._prepareLinearSystem(var, solver, boundaryConditions, dt) + with Timer() as t: + solver = self._prepareLinearSystem(var, solver, boundaryConditions, dt) - solver._solve() + solver._solve() - self._log.debug("END solve") + self._log.debug("END solve - {} ns".format(t.elapsed)) def sweep(self, var=None, solver=None, boundaryConditions=(), dt=None, underRelaxation=None, residualFn=None, cacheResidual=False, cacheError=False): r""" @@ -238,25 +243,30 @@ def sweep(self, var=None, solver=None, boundaryConditions=(), dt=None, underRela residual : ~fipy.variables.cellVariable.CellVariable The residual vector :math:`\vec{r}=\mathsf{L}\vec{x} - \vec{b}` """ - solver = self._prepareLinearSystem(var=var, solver=solver, boundaryConditions=boundaryConditions, dt=dt) - solver._applyUnderRelaxation(underRelaxation=underRelaxation) - residual = solver._calcResidual(residualFn=residualFn) - - if cacheResidual or cacheError: - self.residualVector = solver._calcResidualVector(residualFn=residualFn) - - if cacheError: - self.errorVector = solver.var.copy() - var_tmp = solver.var - RHS_tmp = solver.RHSvector - solver._storeMatrix(var=self.errorVector, matrix=solver.matrix, RHSvector=self.residualVector) - solver._solve() - solver._storeMatrix(var=var_tmp, matrix=solver.matrix, RHSvector=RHS_tmp) + self._log.debug("BEGIN sweep") - if not cacheResidual: - self.residualVector = None + with Timer() as t: + solver = self._prepareLinearSystem(var=var, solver=solver, boundaryConditions=boundaryConditions, dt=dt) + solver._applyUnderRelaxation(underRelaxation=underRelaxation) + residual = solver._calcResidual(residualFn=residualFn) - solver._solve() + if cacheResidual or cacheError: + self.residualVector = solver._calcResidualVector(residualFn=residualFn) + + if cacheError: + self.errorVector = solver.var.copy() + var_tmp = solver.var + RHS_tmp = solver.RHSvector + solver._storeMatrix(var=self.errorVector, matrix=solver.matrix, RHSvector=self.residualVector) + solver._solve() + solver._storeMatrix(var=var_tmp, matrix=solver.matrix, RHSvector=RHS_tmp) + + if not cacheResidual: + self.residualVector = None + + solver._solve() + + self._log.debug("END sweep - {} ns".format(t.elapsed)) return residual diff --git a/fipy/tools/test.py b/fipy/tools/test.py index 7fa8c34dcd..b6f86736bb 100755 --- a/fipy/tools/test.py +++ b/fipy/tools/test.py @@ -10,7 +10,8 @@ def _suite(): 'numerix', 'dump', 'vector', - 'sharedtempfile' + 'sharedtempfile', + 'timer' ), base = __name__) return theSuite diff --git a/fipy/tools/timer.py b/fipy/tools/timer.py new file mode 100644 index 0000000000..2a48b466bf --- /dev/null +++ b/fipy/tools/timer.py @@ -0,0 +1,63 @@ +import time + +class Timer(object): + """Context manager that measures time elapsed in context + + Defaults to nanosecond precision (although probably only microsecond or + even millisecond accuracy). + + >>> with Timer() as timer: + ... pass + >>> print("elapsed: {elapsed} ns".format(elapsed=timer.elapsed)) # doctest: +ELLIPSIS + elapsed: ... ns + + Parameters + ---------- + timer : callable, optional + Function that returns a time + + ``timer() -> int or float`` + + The difference between successive calls to ``timer()`` should give + the elapsed time at the desired resolution and type. + (default: :func:`~time.perf_counter_ns`) + """ + def __init__(self, timer=None): + self.timer = timer or getattr(time, "perf_counter_ns", self.clock_ns) + + self.start_time = self.stop_time = 0 + self.running = False + + @staticmethod + def clock_ns(): + """Substitute "nanosecond" timer for Python 2.7 + """ + return int(time.clock() * 1e9) + + @property + def elapsed(self): + """Time measured so far + """ + if self.running: + return self.timer() - self.start_time + else: + return self.stop_time - self.start_time + + def __enter__(self): + self.running = True + self.start_time = self.stop_time = self.timer() + + return self + + def __exit__(self, exc_type, exc_value, traceback): + self.stop_time = self.timer() + self.running = False + + return False + +def _test(): + import fipy.tests.doctestPlus + return fipy.tests.doctestPlus.testmod() + +if __name__ == "__main__": + _test() From eced40cb7cdf2e69c965ee7f6064c6c562839b8f Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Fri, 19 Jan 2024 17:22:50 -0500 Subject: [PATCH 291/303] Document `_solve()` --- fipy/solvers/solver.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/fipy/solvers/solver.py b/fipy/solvers/solver.py index 4d37ba646b..e631449b37 100644 --- a/fipy/solvers/solver.py +++ b/fipy/solvers/solver.py @@ -187,6 +187,10 @@ def _cleanup(self): def _solve(self): """Solve system of equations posed for FiPy + + Common method invoked by :class:`~fipy.terms.term.Term`, which then + calls solver-suite-specific :math:`~fipy.solvers.solver._solve_` + methods. """ L, x, b = self._Lxb From 6a15c0cb664c1d6661448cc8dd83c5497d2bb308 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sun, 21 Apr 2024 10:16:46 -0400 Subject: [PATCH 292/303] Get rid of name mangling in DiffusionTerm --- fipy/terms/abstractDiffusionTerm.py | 15 ++++----------- fipy/terms/diffusionTerm.py | 16 ++++++++-------- 2 files changed, 12 insertions(+), 19 deletions(-) diff --git a/fipy/terms/abstractDiffusionTerm.py b/fipy/terms/abstractDiffusionTerm.py index eecb844adf..06c24525a2 100644 --- a/fipy/terms/abstractDiffusionTerm.py +++ b/fipy/terms/abstractDiffusionTerm.py @@ -168,14 +168,7 @@ def _calcGeomCoeff(self, var): return None - def _getCoefficientMatrixForTests(self, SparseMatrix, var, coeff): - """ - This method was introduced because `__getCoefficientMatrix` is private, but - the tests in `DiffusionTerm` need to call it. - """ - return self.__getCoefficientMatrix(SparseMatrix, var, coeff) - - def __getCoefficientMatrix(self, SparseMatrix, var, coeff): + def _getCoefficientMatrix(self, SparseMatrix, var, coeff): mesh = var.mesh id1, id2 = mesh._adjacentCellIDs @@ -233,11 +226,11 @@ def __getCoefficientMatrix(self, SparseMatrix, var, coeff): return coefficientMatrix - def __bcAdd(self, coefficientMatrix, boundaryB, LL, bb): + def _bcAdd(self, coefficientMatrix, boundaryB, LL, bb): coefficientMatrix += LL boundaryB += bb - def __doBCs(self, SparseMatrix, higherOrderBCs, N, M, coeffs, coefficientMatrix, boundaryB): + def _doBCs(self, SparseMatrix, higherOrderBCs, N, M, coeffs, coefficientMatrix, boundaryB): for boundaryCondition in higherOrderBCs: LL, bb = boundaryCondition._buildMatrix(SparseMatrix, N, M, coeffs) if 'FIPY_DISPLAY_MATRIX' in os.environ: @@ -245,7 +238,7 @@ def __doBCs(self, SparseMatrix, higherOrderBCs, N, M, coeffs, coefficientMatrix, self._viewer.plot(matrix=LL, RHSvector=bb) from fipy import input input() - self.__bcAdd(coefficientMatrix, boundaryB, LL, bb) + self._bcAdd(coefficientMatrix, boundaryB, LL, bb) return coefficientMatrix, boundaryB diff --git a/fipy/terms/diffusionTerm.py b/fipy/terms/diffusionTerm.py index a9f0631c4a..4a0aabbc6b 100644 --- a/fipy/terms/diffusionTerm.py +++ b/fipy/terms/diffusionTerm.py @@ -43,7 +43,7 @@ def _test(self): >>> mesh = Grid1D(dx = 1., nx = 2) >>> term = DiffusionTerm(coeff = (1,)) >>> coeff = term._getGeomCoeff(CellVariable(mesh=mesh)) - >>> M = term._getCoefficientMatrixForTests(_MeshMatrix, CellVariable(mesh=mesh), coeff[0]) + >>> M = term._getCoefficientMatrix(_MeshMatrix, CellVariable(mesh=mesh), coeff[0]) >>> A = M.numpyArray >>> print(numerix.allclose(A, ... (( 1., -1.), @@ -65,7 +65,7 @@ def _test(self): >>> from fipy.variables.faceVariable import FaceVariable >>> term = DiffusionTerm(coeff=FaceVariable(mesh=mesh, value=1)) >>> coeff = term._getGeomCoeff(CellVariable(mesh=mesh)) - >>> M = term._getCoefficientMatrixForTests(_MeshMatrix, CellVariable(mesh=mesh), coeff[0]) + >>> M = term._getCoefficientMatrix(_MeshMatrix, CellVariable(mesh=mesh), coeff[0]) >>> A = M.numpyArray >>> print(numerix.allclose(A, (( 1., -1.), ... (-1., 1.)))) # doctest: +PROCESSOR_0 @@ -81,7 +81,7 @@ def _test(self): >>> term = DiffusionTerm(coeff=CellVariable(mesh=mesh, value=1)) >>> coeff = term._getGeomCoeff(CellVariable(mesh=mesh)) - >>> M = term._getCoefficientMatrixForTests(_MeshMatrix, CellVariable(mesh=mesh), coeff[0]) + >>> M = term._getCoefficientMatrix(_MeshMatrix, CellVariable(mesh=mesh), coeff[0]) >>> A = M.numpyArray >>> print(numerix.allclose(A, ... (( 1., -1.), @@ -99,7 +99,7 @@ def _test(self): >>> from fipy.variables.variable import Variable >>> term = DiffusionTerm(coeff = Variable(value = 1)) >>> coeff = term._getGeomCoeff(CellVariable(mesh=mesh)) - >>> M = term._getCoefficientMatrixForTests(_MeshMatrix, CellVariable(mesh=mesh), coeff[0]) + >>> M = term._getCoefficientMatrix(_MeshMatrix, CellVariable(mesh=mesh), coeff[0]) >>> A = M.numpyArray >>> print(numerix.allclose(A, ... (( 1., -1.), @@ -126,7 +126,7 @@ def _test(self): >>> var.constrain(4., mesh.facesRight) >>> term = DiffusionTerm(coeff = (1.,)) >>> coeff = term._getGeomCoeff(CellVariable(mesh=mesh)) - >>> M = term._getCoefficientMatrixForTests(_MeshMatrix, CellVariable(mesh=mesh), coeff[0]) + >>> M = term._getCoefficientMatrix(_MeshMatrix, CellVariable(mesh=mesh), coeff[0]) >>> A = M.numpyArray >>> print(numerix.allclose(A, ... (( 1., -1.), @@ -154,7 +154,7 @@ def _test(self): >>> bcRight2 = NthOrderBoundaryCondition(mesh.facesRight, 0., 2) >>> term = DiffusionTerm(coeff = (1., 1.)) >>> coeff = term._getGeomCoeff(CellVariable(mesh=mesh)) - >>> M = term._getCoefficientMatrixForTests(_MeshMatrix, CellVariable(mesh=mesh), coeff[0]) + >>> M = term._getCoefficientMatrix(_MeshMatrix, CellVariable(mesh=mesh), coeff[0]) >>> A = M.numpyArray >>> print(numerix.allclose(A, ... (( 1., -1.), @@ -183,7 +183,7 @@ def _test(self): >>> term = DiffusionTerm(coeff = (-1., 1.)) >>> coeff = term._getGeomCoeff(CellVariable(mesh=mesh)) - >>> M = term._getCoefficientMatrixForTests(_MeshMatrix, CellVariable(mesh=mesh), coeff[0]) + >>> M = term._getCoefficientMatrix(_MeshMatrix, CellVariable(mesh=mesh), coeff[0]) >>> A = M.numpyArray >>> print(numerix.allclose(A, ... ((-1., 1.), @@ -215,7 +215,7 @@ def _test(self): >>> term = DiffusionTerm(coeff = (1., 1.)) >>> coeff = term._getGeomCoeff(CellVariable(mesh=mesh)) - >>> M = term._getCoefficientMatrixForTests(_MeshMatrix, CellVariable(mesh=mesh), coeff[0]) + >>> M = term._getCoefficientMatrix(_MeshMatrix, CellVariable(mesh=mesh), coeff[0]) >>> A = M.numpyArray >>> print(numerix.allclose(A, ... (( 2., -2.), From 6ffe79e2c034c3c3cab79c76c3b572b4562b1f55 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Mon, 22 Apr 2024 17:45:55 -0400 Subject: [PATCH 293/303] Document _AbstractDiffusionTerm._calcConstraints() --- fipy/terms/abstractDiffusionTerm.py | 69 +++++++++++++++++++++++++++++ 1 file changed, 69 insertions(+) diff --git a/fipy/terms/abstractDiffusionTerm.py b/fipy/terms/abstractDiffusionTerm.py index 06c24525a2..0d1e7bd72d 100644 --- a/fipy/terms/abstractDiffusionTerm.py +++ b/fipy/terms/abstractDiffusionTerm.py @@ -242,6 +242,75 @@ def _doBCs(self, SparseMatrix, higherOrderBCs, N, M, coeffs, coefficientMatrix, return coefficientMatrix, boundaryB + def _calcConstraints(self, var): + """Determine contributions to matrix and RHS due to constraints on `var` + + Where the variable :math:`\phi`, has its value constrained to + :math:`\phi\rvert_{\partial\Omega_V} = V` on boundary faces + :math:`\partial\Omega_V`, the contributions to the matrix and RHS + vector are: + + .. math:: + + \begin{align} + \mathsf{L} &= -\nabla\cdot\left(\frac{\Gamma}{d_{fP}}\hat{n}\right)_{f\in\partial\Omega_V} V_P + \\ + &\approx -\sum_{f\in\partial\Omega_V}(\frac{\Gamma}{d_{fP}}\hat{n}\cdot\hat{n})_f A_f + \\ + \vec{b} &= -\nabla\cdot\left(\frac{\Gamma V}{d_{fP}}\hat{n}\right)_{f\in\partial\Omega_V} V_P + \\ + &\approx -\sum_{f\in\partial\Omega_V}(\frac{\Gamma V}{d_{fP}}\hat{n}\cdot\hat{n})_f A_f + \end{align} + + + Where the gradient of `var` is constrained to + :math:`\nabla\phi\rvert_{\partial\Omega_G} = \vec{G}` on boundary + faces :math:`\partial\Omega_G`, the contributions to the RHS + vector are: + + .. math:: + + \begin{align} + \vec{b} &= -\nabla\cdot\left(\Gamma\vec{G}\right)_{f\in\partial\Omega_G} V_P + \\ + &\approx -\sum_{f\in\partial\Omega_G}(\Gamma\vec{G}\cdot\hat{n})_f A_f + \end{align} + + Parameters + ---------- + var : ~fipy.variables.cellVariable.CellVariable + The constrained variable + + Returns + ------- + None + """ + if (not hasattr(self, 'constraintL')) or (not hasattr(self, 'constraintB')): + + normals = FaceVariable(mesh=mesh, rank=1, value=mesh._orientedFaceNormals) + + if len(var.shape) == 1 and len(self.nthCoeff.shape) > 1: + nthCoeffFaceGrad = var.faceGrad.dot(self.nthCoeff) + normalsNthCoeff = normals.dot(self.nthCoeff) + else: + + if self.nthCoeff.shape != () and not isinstance(self.nthCoeff, FaceVariable): + coeff = self.nthCoeff[..., numerix.newaxis] + else: + coeff = self.nthCoeff + + nthCoeffFaceGrad = coeff[numerix.newaxis] * var.faceGrad[:, numerix.newaxis] + s = (slice(0, None, None),) + (numerix.newaxis,) * (len(coeff.shape) - 1) + (slice(0, None, None),) + normalsNthCoeff = coeff[numerix.newaxis] * normals[s] + + constrainedNormalsDotCoeffOverdAP = var.arithmeticFaceValue.constraintMask * \ + normalsNthCoeff / mesh._cellDistances + + self.constraintB = -((var.faceGrad.constraintMask * nthCoeffFaceGrad + constrainedNormalsDotCoeffOverdAP * var.arithmeticFaceValue).divergence + * mesh.cellVolumes) + self.constraintL = -constrainedNormalsDotCoeffOverdAP.divergence * mesh.cellVolumes + def _buildMatrix(self, var, SparseMatrix, boundaryConditions=(), dt=None, transientGeomCoeff=None, diffusionGeomCoeff=None): """ Test to ensure that a changing coefficient influences the boundary conditions. From c8834f3cd96d94a716ff3357c1a95fb807d26c5b Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Mon, 22 Apr 2024 17:49:57 -0400 Subject: [PATCH 294/303] Turn constraint contributions into dictionary keyed on variable Terms should, in principle, be solvable for different variables. --- fipy/terms/abstractDiffusionTerm.py | 13 ++++++++----- 1 file changed, 8 insertions(+), 5 deletions(-) diff --git a/fipy/terms/abstractDiffusionTerm.py b/fipy/terms/abstractDiffusionTerm.py index 0d1e7bd72d..fc5db5f71a 100644 --- a/fipy/terms/abstractDiffusionTerm.py +++ b/fipy/terms/abstractDiffusionTerm.py @@ -20,6 +20,9 @@ def __init__(self, coeff = (1.,), var=None): if self.__class__ is _AbstractDiffusionTerm: raise AbstractBaseClassError + self.constraintL = {} + self.constraintB = {} + if type(coeff) not in (type(()), type([])): coeff = [coeff] @@ -285,7 +288,7 @@ def _calcConstraints(self, var): ------- None """ - if (not hasattr(self, 'constraintL')) or (not hasattr(self, 'constraintB')): + if (var not in self.constraintL) or (var not in self.constraintB): normals = FaceVariable(mesh=mesh, rank=1, value=mesh._orientedFaceNormals) @@ -306,10 +309,10 @@ def _calcConstraints(self, var): constrainedNormalsDotCoeffOverdAP = var.arithmeticFaceValue.constraintMask * \ normalsNthCoeff / mesh._cellDistances - self.constraintB = -((var.faceGrad.constraintMask * nthCoeffFaceGrad - constrainedNormalsDotCoeffOverdAP * var.arithmeticFaceValue).divergence - * mesh.cellVolumes) - self.constraintL = -constrainedNormalsDotCoeffOverdAP.divergence * mesh.cellVolumes + self.constraintL[var] = -constrainedNormalsDotCoeffOverdAP.divergence * mesh.cellVolumes + self.constraintB[var] = -((var.faceGrad.constraintMask * nthCoeffFaceGrad + constrainedNormalsDotCoeffOverdAP * var.arithmeticFaceValue).divergence + * mesh.cellVolumes) def _buildMatrix(self, var, SparseMatrix, boundaryConditions=(), dt=None, transientGeomCoeff=None, diffusionGeomCoeff=None): """ From 1ed01ad00b45babdc2da257ffc8e29449cb8ca95 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Mon, 22 Apr 2024 18:25:28 -0400 Subject: [PATCH 295/303] Get rid of more name mangling in DiffusionTerm --- fipy/terms/abstractDiffusionTerm.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/fipy/terms/abstractDiffusionTerm.py b/fipy/terms/abstractDiffusionTerm.py index fc5db5f71a..e9781e721f 100644 --- a/fipy/terms/abstractDiffusionTerm.py +++ b/fipy/terms/abstractDiffusionTerm.py @@ -68,7 +68,7 @@ def __neg__(self): return self.__class__(coeff=negatedCoeff, var=self.var) - def __getBoundaryConditions(self, boundaryConditions): + def _getBoundaryConditions(self, boundaryConditions): higherOrderBCs = [] lowerOrderBCs = [] @@ -81,7 +81,7 @@ def __getBoundaryConditions(self, boundaryConditions): return higherOrderBCs, lowerOrderBCs - def __getRotationTensor(self, mesh): + def _getRotationTensor(self, mesh): if not hasattr(self, 'rotationTensor'): rotationTensor = FaceVariable(mesh=mesh, rank=2) @@ -160,7 +160,7 @@ def _calcGeomCoeff(self, var): raise IndexError('diffusion coefficient tensor is not an appropriate shape for this mesh') faceNormals = FaceVariable(mesh=mesh, rank=1, value=mesh.faceNormals) - rotationTensor = self.__getRotationTensor(mesh) + rotationTensor = self._getRotationTensor(mesh) rotationTensor[:, 0] = rotationTensor[:, 0] / mesh._cellDistances tmpBop = faceNormals.dot(coeff).dot(rotationTensor) * mesh._faceAreas From 2ff86003861f08476b55ca2b891a06993b4faaed Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Mon, 22 Apr 2024 18:26:16 -0400 Subject: [PATCH 296/303] Remove diagnostics --- fipy/terms/abstractDiffusionTerm.py | 36 ----------------------------- 1 file changed, 36 deletions(-) diff --git a/fipy/terms/abstractDiffusionTerm.py b/fipy/terms/abstractDiffusionTerm.py index e9781e721f..b7810bbb9c 100644 --- a/fipy/terms/abstractDiffusionTerm.py +++ b/fipy/terms/abstractDiffusionTerm.py @@ -183,9 +183,6 @@ def _getCoefficientMatrix(self, SparseMatrix, var, coeff): id1 = self._reshapeIDs(var, id1) id2 = self._reshapeIDs(var, id2) -## print 'id1',id1 -## print 'id2',id2 - facesPerCell = mesh._facesPerCell[..., mesh._localNonOverlappingCellIDs] coefficientMatrix = self._getMatrix(SparseMatrix=SparseMatrix, mesh=mesh, nonZerosPerRow=facesPerCell + 1) interiorCoeff = numerix.take(coeff, interiorFaces, axis=-1).ravel() @@ -194,39 +191,6 @@ def _getCoefficientMatrix(self, SparseMatrix, var, coeff): coefficientMatrix.addAt(-interiorCoeff, id2.ravel(), id1.swapaxes(0, 1).ravel()) coefficientMatrix.addAt(interiorCoeff, id2.ravel(), id2.swapaxes(0, 1).ravel()) -## print 'coefficientMatrix',coefficientMatrix -## raw_input('stopped') - -## interiorCoeff = numerix.array(coeff) - -## interiorCoeff[...,mesh.exteriorFaces.value] = 0 -## print 'interiorCoeff',interiorCoeff -## interiorCoeff = numerix.take(interiorCoeff, mesh.cellFaceIDs, axis=-1) -## ## print interiorCoeff.shape -## ## print interiorCoeff[:,:,0] -## ## print interiorCoeff[:,:,1] - -## coefficientMatrix = self._getMatrix(SparseMatrix=SparseMatrix, mesh=mesh, nonZerosPerRow=mesh._facesPerCell + 1) - -## ## print 'numerix.sum(interiorCoeff, -2)',numerix.sum(interiorCoeff, -2) -## ## print numerix.sum(interiorCoeff, -2).ravel() -## ## raw_input('stopped') -## ## coefficientMatrix.addAtDiagonal(numerix.sum(interiorCoeff, -2).ravel()) -## ## print 'coefficientMatrix',coefficientMatrix - -## del interiorCoeff - -## interiorFaces = mesh.interiorFaceIDs -## interiorFaceCellIDs = mesh.interiorFaceCellIDs - -## interiorCoeff = -numerix.take(coeff, interiorFaces, axis=-1) - -## print 'interiorCoeff',interiorCoeff -## raw_input('stopped') -## coefficientMatrix.addAt(interiorCoeff, interiorFaceCellIDs[0], interiorFaceCellIDs[1]) -## interiorCoeff = -numerix.take(coeff, interiorFaces, axis=-1) -## coefficientMatrix.addAt(interiorCoeff, interiorFaceCellIDs[1], interiorFaceCellIDs[0]) - return coefficientMatrix def _bcAdd(self, coefficientMatrix, boundaryB, LL, bb): From abe6f2ca099f4ed5ff938cf3e78018c38af6a331 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sat, 27 Apr 2024 11:54:51 -0400 Subject: [PATCH 297/303] Move imports to top --- fipy/terms/abstractDiffusionTerm.py | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/fipy/terms/abstractDiffusionTerm.py b/fipy/terms/abstractDiffusionTerm.py index b7810bbb9c..28723b89b5 100644 --- a/fipy/terms/abstractDiffusionTerm.py +++ b/fipy/terms/abstractDiffusionTerm.py @@ -12,7 +12,7 @@ from fipy.tools import numerix from fipy.terms import TermMultiplyError from fipy.terms import AbstractBaseClassError -from fipy.variables.faceVariable import FaceVariable +from fipy.variables import Variable, FaceVariable, CellVariable class _AbstractDiffusionTerm(_UnaryTerm): @@ -32,11 +32,9 @@ def __init__(self, coeff = (1.,), var=None): if len(coeff) > 0: self.nthCoeff = coeff[0] - from fipy.variables.variable import Variable if not isinstance(self.nthCoeff, Variable): self.nthCoeff = Variable(value = self.nthCoeff) - from fipy.variables.cellVariable import CellVariable if isinstance(self.nthCoeff, CellVariable): self.nthCoeff = self.nthCoeff.arithmeticFaceValue From abc59a0c6c4139e3a194afd08ff213f3f85d2a97 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sat, 27 Apr 2024 11:56:47 -0400 Subject: [PATCH 298/303] Reformat --- fipy/terms/abstractDiffusionTerm.py | 13 ++++++++----- 1 file changed, 8 insertions(+), 5 deletions(-) diff --git a/fipy/terms/abstractDiffusionTerm.py b/fipy/terms/abstractDiffusionTerm.py index 28723b89b5..a30b253970 100644 --- a/fipy/terms/abstractDiffusionTerm.py +++ b/fipy/terms/abstractDiffusionTerm.py @@ -33,7 +33,7 @@ def __init__(self, coeff = (1.,), var=None): self.nthCoeff = coeff[0] if not isinstance(self.nthCoeff, Variable): - self.nthCoeff = Variable(value = self.nthCoeff) + self.nthCoeff = Variable(value=self.nthCoeff) if isinstance(self.nthCoeff, CellVariable): self.nthCoeff = self.nthCoeff.arithmeticFaceValue @@ -44,7 +44,7 @@ def __init__(self, coeff = (1.,), var=None): _UnaryTerm.__init__(self, coeff=coeff, var=var) if self.order > 0: - self.lowerOrderDiffusionTerm = self.__class__(coeff = coeff[1:]) + self.lowerOrderDiffusionTerm = self.__class__(coeff=coeff[1:], var=var) def __mul__(self, other): if isinstance(other, (int, float)): @@ -87,8 +87,9 @@ def _getRotationTensor(self, mesh): rotationTensor[:, 0] = self._getNormals(mesh) if mesh.dim == 2: - rotationTensor[:, 1] = rotationTensor[:, 0].dot((((0, 1), (-1, 0)))) - elif mesh.dim ==3: + rotationTensor[:, 1] = rotationTensor[:, 0].dot(((( 0, 1), + (-1, 0)))) + elif mesh.dim == 3: epsilon = 1e-20 div = numerix.sqrt(1 - rotationTensor[2, 0]**2) @@ -96,7 +97,9 @@ def _getRotationTensor(self, mesh): rotationTensor[0, 1] = 1 rotationTensor[:, 1] = numerix.where(flag, - rotationTensor[:, 0].dot((((0, 1, 0), (-1, 0, 0), (0, 0, 0)))) / div, + rotationTensor[:, 0].dot(((( 0, 1, 0), + (-1, 0, 0), + ( 0, 0, 0)))) / div, rotationTensor[:, 1]) From c3cea2c52fb76fa40bfa066ac501bcf81c2cf987 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sat, 27 Apr 2024 12:03:05 -0400 Subject: [PATCH 299/303] Refactor _calcGeomCoeff --- fipy/terms/abstractDiffusionTerm.py | 114 ++++++++++++++++++++++------ 1 file changed, 92 insertions(+), 22 deletions(-) diff --git a/fipy/terms/abstractDiffusionTerm.py b/fipy/terms/abstractDiffusionTerm.py index a30b253970..56c7a0ec67 100644 --- a/fipy/terms/abstractDiffusionTerm.py +++ b/fipy/terms/abstractDiffusionTerm.py @@ -122,19 +122,106 @@ def __calcAnisotropySource(self, coeff, mesh, var): from fipy.variables.addOverFacesVariable import _AddOverFacesVariable self.anisotropySource = _AddOverFacesVariable(gradients[1:].dot(coeff[1:])) * mesh.cellVolumes + def _isotropicOrthogonalCoeff(self, coeff, mesh): + """Geometric coefficient for isotropic diffusion on orthogonal mesh + + Parameters + ---------- + coeff : array_like + Diffusion coefficient. + mesh : ~fipy.meshes.mesh.Mesh + Geometry and topology. + + Returns + ------- + ~fipy.variables.faceVariable.FaceVariable + Contribution to the matrix, consisting of a rank-1 vector at + each face, composed of the normal contribution. + + Notes + ----- + .. math:: + + \left(\Gamma_0 \frac{A_f}{d_{AP}}\right)^T + """ + if coeff.shape != () and not isinstance(coeff, FaceVariable): + # increase dimension of non-scalar coefficient such that + # it projects to each cell or face it applies to + coeff = coeff[..., numerix.newaxis] + + return (coeff * FaceVariable(mesh=mesh, value=mesh._faceAreas) + / mesh._cellDistances)[numerix.newaxis, ...] + + def _anisotropicOrNonorthogonalCoeff(self, coeff, mesh, anisotropicRank): + """Geometric coefficient for anisotropic diffusion or nonorthogonal mesh + + Parameters + ---------- + coeff : array_like + Diffusion coefficient. + mesh : ~fipy.meshes.mesh.Mesh + Geometry and topology. + anisotropyRank : int + ??? + + Returns + ------- + ~fipy.variables.faceVariable.FaceVariable + Contribution to the matrix, consisting of a rank-1 vector at + each face, composed of the normal contribution and the + tangential contribution(s). + + Notes + ----- + .. math:: + + \hat{n}\cdot\Gamma_0\cdot\mathsf{R} A_f + + where :math:`\mathsf{R}` is the rotation tensor. The normal + component of the rotation tensor is scaled by the cell distances. + """ + if anisotropicRank < 2: + coeff = coeff * numerix.identity(mesh.dim) + + if anisotropicRank > 0: + shape = numerix.getShape(coeff) + if mesh.dim != shape[0] or mesh.dim != shape[1]: + raise IndexError('diffusion coefficient tensor is not an appropriate shape for this mesh') + + faceNormals = FaceVariable(mesh=mesh, rank=1, value=mesh.faceNormals) + rotationTensor = self._getRotationTensor(mesh) + rotationTensor[:, 0] = rotationTensor[:, 0] / mesh._cellDistances + + return faceNormals.dot(coeff).dot(rotationTensor) * mesh._faceAreas + def _calcGeomCoeff(self, var): + """Geometric cofficient + + Combination of diffusion coefficient and geometric factor. + + Parameters + ---------- + var : ~fipy.variables.cellVariable.CellVariable + Solution variable. + + Returns + ------- + ~fipy.variables.faceVariable.FaceVariable + Contribution to the matrix, consisting of a rank-1 vector at + each face, composed of the normal contribution and (for + nonorthogonal meshes or anisotropic diffusion) the tangential + contribution(s). + """ mesh = var.mesh if self.nthCoeff is not None: coeff = self.nthCoeff - shape = numerix.getShape(coeff) - if isinstance(coeff, FaceVariable): rank = coeff.rank else: - rank = len(shape) + rank = len(numerix.getShape(coeff)) if var.rank == 0: anisotropicRank = rank @@ -145,28 +232,11 @@ def _calcGeomCoeff(self, var): if anisotropicRank == 0 and self._treatMeshAsOrthogonal(mesh): - if coeff.shape != () and not isinstance(coeff, FaceVariable): - coeff = coeff[..., numerix.newaxis] - - tmpBop = (coeff * FaceVariable(mesh=mesh, value=mesh._faceAreas) / mesh._cellDistances)[numerix.newaxis,:] + return self._isotropicOrthogonalCoeff(coeff, mesh) else: - if anisotropicRank == 1 or anisotropicRank == 0: - coeff = coeff * numerix.identity(mesh.dim) - - if anisotropicRank > 0: - shape = numerix.getShape(coeff) - if mesh.dim != shape[0] or mesh.dim != shape[1]: - raise IndexError('diffusion coefficient tensor is not an appropriate shape for this mesh') - - faceNormals = FaceVariable(mesh=mesh, rank=1, value=mesh.faceNormals) - rotationTensor = self._getRotationTensor(mesh) - rotationTensor[:, 0] = rotationTensor[:, 0] / mesh._cellDistances - - tmpBop = faceNormals.dot(coeff).dot(rotationTensor) * mesh._faceAreas - - return tmpBop + return self._anisotropicOrNonorthogonalCoeff(coeff, mesh, anisotropicRank) else: From 3de8be5d7e0d7321ad4ad84f0704ec26ae744f41 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sat, 27 Apr 2024 12:07:24 -0400 Subject: [PATCH 300/303] Refactor _calcConstraints --- fipy/terms/abstractDiffusionTerm.py | 160 ++++++++++++++++++++-------- 1 file changed, 117 insertions(+), 43 deletions(-) diff --git a/fipy/terms/abstractDiffusionTerm.py b/fipy/terms/abstractDiffusionTerm.py index 56c7a0ec67..9500cd7bc0 100644 --- a/fipy/terms/abstractDiffusionTerm.py +++ b/fipy/terms/abstractDiffusionTerm.py @@ -280,39 +280,128 @@ def _doBCs(self, SparseMatrix, higherOrderBCs, N, M, coeffs, coefficientMatrix, return coefficientMatrix, boundaryB - def _calcConstraints(self, var): - """Determine contributions to matrix and RHS due to constraints on `var` + def _constrainValue(self, var): + """Determine value constraint contributions to matrix and RHS + + Parameters + ---------- + var : ~fipy.variables.cellVariable.CellVariable + Constrained solution variable + + Returns + ------- + L : ~fipy.matrices.sparseMatrix.SparseMatrix + The NxN sparse matrix contribution. + b : array_like + The length-N right-hand-side vector contribution. - Where the variable :math:`\phi`, has its value constrained to + Notes + ----- + For the variable :math:`\phi`, with its value constrained to :math:`\phi\rvert_{\partial\Omega_V} = V` on boundary faces - :math:`\partial\Omega_V`, the contributions to the matrix and RHS - vector are: + :math:`\partial\Omega_V`, determines the matrix contribution .. math:: - \begin{align} - \mathsf{L} &= -\nabla\cdot\left(\frac{\Gamma}{d_{fP}}\hat{n}\right)_{f\in\partial\Omega_V} V_P - \\ - &\approx -\sum_{f\in\partial\Omega_V}(\frac{\Gamma}{d_{fP}}\hat{n}\cdot\hat{n})_f A_f - \\ - \vec{b} &= -\nabla\cdot\left(\frac{\Gamma V}{d_{fP}}\hat{n}\right)_{f\in\partial\Omega_V} V_P - \\ - &\approx -\sum_{f\in\partial\Omega_V}(\frac{\Gamma V}{d_{fP}}\hat{n}\cdot\hat{n})_f A_f - \end{align} + \begin{align} + \mathsf{L} &= -\nabla\cdot\left(\frac{\Gamma}{d_{fP}}\hat{n}\right)_{f\in\partial\Omega_V} V_P + \\ + &\approx -\sum_{f\in\partial\Omega_V}(\frac{\Gamma}{d_{fP}}\hat{n}\cdot\hat{n})_f A_f + \end{align} + and the right-hand-side vector contribution - Where the gradient of `var` is constrained to + .. math:: + + \begin{align} + \mathbf{b} &= -\nabla\cdot\left(\frac{\Gamma V}{d_{fP}}\hat{n}\right)_{f\in\partial\Omega_V} V_P + \\ + &\approx -\sum_{f\in\partial\Omega_V}(\frac{\Gamma V}{d_{fP}}\hat{n}\cdot\hat{n})_f A_f + \end{align} + """ + mesh = var.mesh + normals = FaceVariable(mesh=mesh, rank=1, value=mesh._orientedFaceNormals) + + if len(var.shape) == 1 and len(self.nthCoeff.shape) > 1: + normalsNthCoeff = normals.dot(self.nthCoeff) + else: + + if self.nthCoeff.shape != () and not isinstance(self.nthCoeff, FaceVariable): + coeff = self.nthCoeff[..., numerix.newaxis] + else: + coeff = self.nthCoeff + + s = (slice(0, None, None),) + (numerix.newaxis,) * (len(coeff.shape) - 1) + (slice(0, None, None),) + normalsNthCoeff = coeff[numerix.newaxis] * normals[s] + + constrainedNormalsDotCoeffOverdAP = var.arithmeticFaceValue.constraintMask * \ + normalsNthCoeff / mesh._cellDistances + + L = -constrainedNormalsDotCoeffOverdAP.divergence * mesh.cellVolumes + b = -(constrainedNormalsDotCoeffOverdAP + * var.arithmeticFaceValue).divergence * mesh.cellVolumes + + return L, b + + def _constrainGradient(self, var): + """Determine gradient constraint contributions to matrix and RHS + + Parameters + ---------- + var : ~fipy.variables.cellVariable.CellVariable + Constrained solution variable of N cells. + + Returns + ------- + L : ~fipy.matrices.sparseMatrix.SparseMatrix + The NxN sparse matrix contribution. + b : array_like + The length-N right-hand-side vector contribution + + Notes + ----- + For the variable :math:`\phi`, with its gradient constrained to :math:`\nabla\phi\rvert_{\partial\Omega_G} = \vec{G}` on boundary - faces :math:`\partial\Omega_G`, the contributions to the RHS - vector are: + faces :math:`\partial\Omega_G`, determines the matrix contribution .. math:: - \begin{align} - \vec{b} &= -\nabla\cdot\left(\Gamma\vec{G}\right)_{f\in\partial\Omega_G} V_P - \\ - &\approx -\sum_{f\in\partial\Omega_G}(\Gamma\vec{G}\cdot\hat{n})_f A_f - \end{align} + \begin{align} + \mathsf{L} &= \mathsf{0} + \end{align} + + and the right-hand-side vector contribution + + .. math:: + + \begin{align} + \mathbf{b} &= -\nabla\cdot\left(\Gamma\vec{G}\right)_{f\in\partial\Omega_G} V_P + \\ + &\approx -\sum_{f\in\partial\Omega_G}(\Gamma\vec{G}\cdot\hat{n})_f A_f + \end{align} + """ + if len(var.shape) == 1 and len(self.nthCoeff.shape) > 1: + # var is scalar field and self.nthCoeff is vector (or tensor) + nthCoeffFaceGrad = var.faceGrad.dot(self.nthCoeff) + else: + # var is vector or tensor field or self.nthCoeff is scalar + if not (self.nthCoeff.shape == () or isinstance(self.nthCoeff, FaceVariable)): + # self.nthCoeff is not a scalar or a FaceVariable + coeff = self.nthCoeff[..., numerix.newaxis] + else: + # self.nthCoeff is a scalar or a FaceVariable + coeff = self.nthCoeff + + nthCoeffFaceGrad = coeff[numerix.newaxis] * var.faceGrad[:, numerix.newaxis] + + b = -(var.faceGrad.constraintMask + * nthCoeffFaceGrad).divergence * mesh.cellVolumes + + return 0, b + + + def _calcConstraints(self, var): + """Determine contributions to matrix and RHS due to constraints on `var` Parameters ---------- @@ -324,30 +413,15 @@ def _calcConstraints(self, var): None """ if (var not in self.constraintL) or (var not in self.constraintB): + LL, bb = self._constrainValue(var) - normals = FaceVariable(mesh=mesh, rank=1, value=mesh._orientedFaceNormals) - - if len(var.shape) == 1 and len(self.nthCoeff.shape) > 1: - nthCoeffFaceGrad = var.faceGrad.dot(self.nthCoeff) - normalsNthCoeff = normals.dot(self.nthCoeff) - else: - - if self.nthCoeff.shape != () and not isinstance(self.nthCoeff, FaceVariable): - coeff = self.nthCoeff[..., numerix.newaxis] - else: - coeff = self.nthCoeff - - nthCoeffFaceGrad = coeff[numerix.newaxis] * var.faceGrad[:, numerix.newaxis] - s = (slice(0, None, None),) + (numerix.newaxis,) * (len(coeff.shape) - 1) + (slice(0, None, None),) - normalsNthCoeff = coeff[numerix.newaxis] * normals[s] + self.constraintL[var] = LL + self.constraintB[var] = bb - constrainedNormalsDotCoeffOverdAP = var.arithmeticFaceValue.constraintMask * \ - normalsNthCoeff / mesh._cellDistances + LL, bb = self._constrainGradient(var) - self.constraintL[var] = -constrainedNormalsDotCoeffOverdAP.divergence * mesh.cellVolumes - self.constraintB[var] = -((var.faceGrad.constraintMask * nthCoeffFaceGrad - constrainedNormalsDotCoeffOverdAP * var.arithmeticFaceValue).divergence - * mesh.cellVolumes) + self.constraintL[var] += LL + self.constraintB[var] += bb def _buildMatrix(self, var, SparseMatrix, boundaryConditions=(), dt=None, transientGeomCoeff=None, diffusionGeomCoeff=None): """ From 7333981285824571c11a193f7552934ebae84058 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sat, 27 Apr 2024 12:08:49 -0400 Subject: [PATCH 301/303] Refactor _doBCs --- fipy/terms/abstractDiffusionTerm.py | 7 ++----- 1 file changed, 2 insertions(+), 5 deletions(-) diff --git a/fipy/terms/abstractDiffusionTerm.py b/fipy/terms/abstractDiffusionTerm.py index 9500cd7bc0..82204e2d32 100644 --- a/fipy/terms/abstractDiffusionTerm.py +++ b/fipy/terms/abstractDiffusionTerm.py @@ -264,10 +264,6 @@ def _getCoefficientMatrix(self, SparseMatrix, var, coeff): return coefficientMatrix - def _bcAdd(self, coefficientMatrix, boundaryB, LL, bb): - coefficientMatrix += LL - boundaryB += bb - def _doBCs(self, SparseMatrix, higherOrderBCs, N, M, coeffs, coefficientMatrix, boundaryB): for boundaryCondition in higherOrderBCs: LL, bb = boundaryCondition._buildMatrix(SparseMatrix, N, M, coeffs) @@ -276,7 +272,8 @@ def _doBCs(self, SparseMatrix, higherOrderBCs, N, M, coeffs, coefficientMatrix, self._viewer.plot(matrix=LL, RHSvector=bb) from fipy import input input() - self._bcAdd(coefficientMatrix, boundaryB, LL, bb) + coefficientMatrix += LL + boundaryB += bb return coefficientMatrix, boundaryB From 5bcd48bb4ee5d76fbe346fe6fe0a7733b544707e Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Sat, 27 Apr 2024 12:22:33 -0400 Subject: [PATCH 302/303] Refactor _buildMatrix --- fipy/terms/abstractDiffusionTerm.py | 354 ++++++++++++++++++++-------- 1 file changed, 257 insertions(+), 97 deletions(-) diff --git a/fipy/terms/abstractDiffusionTerm.py b/fipy/terms/abstractDiffusionTerm.py index 82204e2d32..ed053b7794 100644 --- a/fipy/terms/abstractDiffusionTerm.py +++ b/fipy/terms/abstractDiffusionTerm.py @@ -113,15 +113,6 @@ def _getRotationTensor(self, mesh): return self.rotationTensor - def __calcAnisotropySource(self, coeff, mesh, var): - - if not hasattr(self, 'anisotropySource'): - if len(coeff) > 1: - unconstrainedVar = var + 0 - gradients = unconstrainedVar.grad.harmonicFaceValue.dot(self.__getRotationTensor(mesh)) - from fipy.variables.addOverFacesVariable import _AddOverFacesVariable - self.anisotropySource = _AddOverFacesVariable(gradients[1:].dot(coeff[1:])) * mesh.cellVolumes - def _isotropicOrthogonalCoeff(self, coeff, mesh): """Geometric coefficient for isotropic diffusion on orthogonal mesh @@ -422,6 +413,7 @@ def _calcConstraints(self, var): def _buildMatrix(self, var, SparseMatrix, boundaryConditions=(), dt=None, transientGeomCoeff=None, diffusionGeomCoeff=None): """ + Test to ensure that a changing coefficient influences the boundary conditions. >>> from fipy import * @@ -457,142 +449,310 @@ def _buildMatrix(self, var, SparseMatrix, boundaryConditions=(), dt=None, transi """ - var, L, b = self.__higherOrderbuildMatrix(var, SparseMatrix, boundaryConditions=boundaryConditions, dt=dt, transientGeomCoeff=transientGeomCoeff, diffusionGeomCoeff=diffusionGeomCoeff) - mesh = var.mesh + if self.order > 2: + buildFn = self._higherOrderBuildMatrix + elif self.order == 2: + buildFn = self._secondOrderBuildMatrix + elif self.order == 0: + buildFn = self._zerothOrderBuildMatrix + else: + raise ValueError("Order of diffusion coefficient must be non-zero and even, not {}".format(self.order)) - if self.order == 2: + return buildFn(var=var, + SparseMatrix=SparseMatrix, + boundaryConditions=boundaryConditions, + dt=dt, + transientGeomCoeff=transientGeomCoeff, + diffusionGeomCoeff=diffusionGeomCoeff) - if (not hasattr(self, 'constraintL')) or (not hasattr(self, 'constraintB')): + def _calcAnisotropySource(self, coeff, var): - normals = FaceVariable(mesh=mesh, rank=1, value=mesh._orientedFaceNormals) + if not hasattr(self, 'anisotropySource'): + if len(coeff) > 1: + mesh = var.mesh + unconstrainedVar = var + 0 + gradients = unconstrainedVar.grad.harmonicFaceValue.dot(self._getRotationTensor(mesh)) + from fipy.variables.addOverFacesVariable import _AddOverFacesVariable + self.anisotropySource = _AddOverFacesVariable(gradients[1:].dot(coeff[1:])) * mesh.cellVolumes - if len(var.shape) == 1 and len(self.nthCoeff.shape) > 1: - nthCoeffFaceGrad = var.faceGrad.dot(self.nthCoeff) - normalsNthCoeff = normals.dot(self.nthCoeff) - else: + def _calcCoeffDict(self, var): + """Matrix contributions to cells on either side of face - if self.nthCoeff.shape != () and not isinstance(self.nthCoeff, FaceVariable): - coeff = self.nthCoeff[..., numerix.newaxis] - else: - coeff = self.nthCoeff + Returns + ------- + dict + .. table:: Stencil contributions + :widths: auto + + ============== ============ + key value + ============== ============ + `cell1diag` `-geomCoeff` + `cell1offdiag` `geomCoeff` + `cell2offdiag` `geomCoeff` + `cell2diag` `-geomCoeff` + ============== ============ - nthCoeffFaceGrad = coeff[numerix.newaxis] * var.faceGrad[:, numerix.newaxis] - s = (slice(0, None, None),) + (numerix.newaxis,) * (len(coeff.shape) - 1) + (slice(0, None, None),) - normalsNthCoeff = coeff[numerix.newaxis] * normals[s] + Notes + ----- + For 2nd-order diffusion, if the diffusion coefficient is + anisotropic or the mesh is nonorthogonal, also sets + :prop:`~fipy.terms.abstractDiffusionTerm._AbstractDiffusionTerm.anisotropySource`. + """ + if not hasattr(self, 'coeffDict'): - self.constraintB = -(var.faceGrad.constraintMask * nthCoeffFaceGrad).divergence * mesh.cellVolumes + coeff = self._getGeomCoeff(var) - constrainedNormalsDotCoeffOverdAP = var.arithmeticFaceValue.constraintMask * \ - normalsNthCoeff / mesh._cellDistances + coeffDict = { + 'cell 1 diag': -coeff[0], + 'cell 1 offdiag': coeff[0] + } - self.constraintB -= (constrainedNormalsDotCoeffOverdAP * var.arithmeticFaceValue).divergence * mesh.cellVolumes + coeffDict['cell 1 diag'].dontCacheMe() + coeffDict['cell 1 offdiag'].dontCacheMe() - ids = self._reshapeIDs(var, numerix.arange(mesh.numberOfCells)) + coeffDict['cell 2 offdiag'] = coeffDict['cell 1 offdiag'] + coeffDict['cell 2 diag'] = coeffDict['cell 1 diag'] - self.constraintL = -constrainedNormalsDotCoeffOverdAP.divergence * mesh.cellVolumes + self.coeffDict = coeffDict - ids = self._reshapeIDs(var, numerix.arange(mesh.numberOfCells, - dtype=INDEX_TYPE)) - L.addAt(self.constraintL.ravel(), ids.ravel(), ids.swapaxes(0, 1).ravel()) - b += numerix.reshape(self.constraintB.ravel(), ids.shape).sum(-2).ravel() + if self.order == 2: + self._calcAnisotropySource(coeff, var) - return (var, L, b) + del coeff + + def _higherOrderBuildMatrix(self, var, SparseMatrix, boundaryConditions=(), dt=None, transientGeomCoeff=None, diffusionGeomCoeff=None): + """Recursively build matrix and RHS vector - def __higherOrderbuildMatrix(self, var, SparseMatrix, boundaryConditions=(), dt=None, transientGeomCoeff=None, diffusionGeomCoeff=None): + Parameters + ---------- + var : ~fipy.variables.cellVariable.CellVariable + Solution variable of N cells. + SparseMatrix : class + ~fipy.matrices.sparseMatrix.SparseMatrix class to build into. + boundaryConditions : tuple of ~fipy.boundaryConditions.boundaryCondition.BoundaryCondition + Old-style (pre-contraint) boundary conditions to apply. + dt : float + Time step. + transientGeomCoeff : ~fipy.variables.cellVariable.CellVariable + Unused. + diffusionGeomCoeff : ~fipy.variables.faceVariable.FaceVariable + Unused. + + Returns + ------- + var : ~fipy.variables.cellVariable.CellVariable + Solution variable of N cells. + Why pass in `var` and then pass it back out? + L : ~fipy.matrices.sparseMatrix.SparseMatrix + The NxN sparse matrix from this and all lower-order + contributions. + b : array_like + The length-N right-hand-side vector from this and all + lower-order contributions. + + Notes + ----- + Given an :math:`O^{th}`-order diffusion term + + .. math:: + + \nabla\cdot\{\Gamma_2 \nabla [\nabla\cdot(\Gamma_4 \nabla \cdots \{ \Gamma_O \nabla \phi \})]\} + + recursively determines the matrix + + .. math:: + + \mathsf{L} = \mathsf{L}_O \mathsf{L}_{O-2} \frac{1}{V_P} \mathsf{I} + + and the right-hand-side vector + + .. math:: + + \mathbf{b} = \mathbf{b}_O + \mathsf{L}_O \mathbf{b}_{O-2} \frac{1}{V_P} + """ mesh = var.mesh N = mesh.numberOfCells M = mesh._maxFacesPerCell - if self.order > 2: + higherOrderBCs, lowerOrderBCs = self._getBoundaryConditions(boundaryConditions) + + (var, + lowerOrderL, + lowerOrderb) = self.lowerOrderDiffusionTerm._buildMatrix(var=var, + SparseMatrix=SparseMatrix, + boundaryConditions=lowerOrderBCs, + dt=dt, + transientGeomCoeff=transientGeomCoeff, + diffusionGeomCoeff=diffusionGeomCoeff) + del lowerOrderBCs + + lowerOrderb = lowerOrderb / mesh.cellVolumes + volMatrix = SparseMatrix(mesh=var.mesh, nonZerosPerRow=1) + + volMatrix.addAtDiagonal(1. / mesh.cellVolumes) + lowerOrderL = volMatrix * lowerOrderL + del volMatrix + + self._calcCoeffDict(var) - higherOrderBCs, lowerOrderBCs = self.__getBoundaryConditions(boundaryConditions) + L = self._getCoefficientMatrix(SparseMatrix, var, self.coeffDict['cell 1 diag']) + L, b = self._doBCs(SparseMatrix, higherOrderBCs, N, M, self.coeffDict, + L, numerix.zeros(len(var.ravel()), 'd')) - var, lowerOrderL, lowerOrderb = self.lowerOrderDiffusionTerm._buildMatrix(var = var, SparseMatrix=SparseMatrix, - boundaryConditions = lowerOrderBCs, - dt = dt, transientGeomCoeff=transientGeomCoeff, - diffusionGeomCoeff=diffusionGeomCoeff) - del lowerOrderBCs + del higherOrderBCs - lowerOrderb = lowerOrderb / mesh.cellVolumes - volMatrix = SparseMatrix(mesh=var.mesh, nonZerosPerRow=1) + b = numerix.asarray(L * lowerOrderb) + b + del lowerOrderb - volMatrix.addAtDiagonal(1. / mesh.cellVolumes) - lowerOrderL = volMatrix * lowerOrderL - del volMatrix + L = L * lowerOrderL + del lowerOrderL - if not hasattr(self, 'coeffDict'): + return (var, L, b) - coeff = self._getGeomCoeff(var)[0] - minusCoeff = -coeff + def _secondOrderBuildMatrix(self, var, SparseMatrix, boundaryConditions=(), dt=None, transientGeomCoeff=None, diffusionGeomCoeff=None): + """Build the 2nd-order matrix and RHS vector - coeff.dontCacheMe() - minusCoeff.dontCacheMe() + .. math:: - self.coeffDict = { - 'cell 1 diag': minusCoeff, - 'cell 1 offdiag': coeff - } - del coeff - del minusCoeff + \nabla\cdot(\Gamma_0 \nabla \phi) - self.coeffDict['cell 2 offdiag'] = self.coeffDict['cell 1 offdiag'] - self.coeffDict['cell 2 diag'] = self.coeffDict['cell 1 diag'] + Parameters + ---------- + var : ~fipy.variables.cellVariable.CellVariable + Solution variable of N cells. + SparseMatrix : class + ~fipy.matrices.sparseMatrix.SparseMatrix class to build into. + boundaryConditions : tuple of ~fipy.boundaryConditions.boundaryCondition.BoundaryCondition + Old-style (pre-contraint) boundary conditions to apply. + dt : float + Time step. + transientGeomCoeff : ~fipy.variables.cellVariable.CellVariable + Unused. + diffusionGeomCoeff : ~fipy.variables.faceVariable.FaceVariable + Unused. + Returns + ------- + var : ~fipy.variables.cellVariable.CellVariable + Solution variable of N cells. + Why pass in `var` and then pass it back out? + L : ~fipy.matrices.sparseMatrix.SparseMatrix + The NxN sparse matrix from this second-order contribution. + b : array_like + Right-hand-side vector from this second-order contribution. - mm = self.__getCoefficientMatrix(SparseMatrix, var, self.coeffDict['cell 1 diag']) - L, b = self.__doBCs(SparseMatrix, higherOrderBCs, N, M, self.coeffDict, - mm, numerix.zeros(len(var.ravel()), 'd')) + Notes + ----- + Given a 2nd-order diffusion term - del higherOrderBCs - del mm + .. math:: - b = numerix.asarray(L * lowerOrderb) + b - del lowerOrderb + \nabla\cdot(\Gamma_0 \nabla \phi) - L = L * lowerOrderL - del lowerOrderL + determines the matrix - elif self.order == 2: + .. math:: - if not hasattr(self, 'coeffDict'): + \mathsf{L} = \mathsf{L}_2 - coeff = self._getGeomCoeff(var) - minusCoeff = -coeff[0] + and the right-hand-side vector - coeff[0].dontCacheMe() - minusCoeff.dontCacheMe() + .. math:: - self.coeffDict = { - 'cell 1 diag': minusCoeff, - 'cell 1 offdiag': coeff[0] - } + \mathbf{b} = \mathbf{b}_2 + """ + mesh = var.mesh - self.coeffDict['cell 2 offdiag'] = self.coeffDict['cell 1 offdiag'] - self.coeffDict['cell 2 diag'] = self.coeffDict['cell 1 diag'] + N = mesh.numberOfCells + M = mesh._maxFacesPerCell - self.__calcAnisotropySource(coeff, mesh, var) + higherOrderBCs, lowerOrderBCs = self._getBoundaryConditions(boundaryConditions) + del lowerOrderBCs - del coeff - del minusCoeff + self._calcCoeffDict(var) - higherOrderBCs, lowerOrderBCs = self.__getBoundaryConditions(boundaryConditions) - del lowerOrderBCs + L = self._getCoefficientMatrix(SparseMatrix, var, self.coeffDict['cell 1 diag']) + L, b = self._doBCs(SparseMatrix, higherOrderBCs, N, M, self.coeffDict, + L, numerix.zeros(len(var.ravel()), 'd')) - L, b = self.__doBCs(SparseMatrix, higherOrderBCs, N, M, self.coeffDict, - self.__getCoefficientMatrix(SparseMatrix, var, self.coeffDict['cell 1 diag']), numerix.zeros(len(var.ravel()), 'd')) + del higherOrderBCs - if hasattr(self, 'anisotropySource'): - b -= self.anisotropySource + if hasattr(self, 'anisotropySource'): + b -= self.anisotropySource - del higherOrderBCs + self._calcConstraints(var) + ids = self._reshapeIDs(var, numerix.arange(mesh.numberOfCells, + dtype=INDEX_TYPE)) + L.addAt(self.constraintL[var].ravel(), + ids.ravel(), + ids.swapaxes(0, 1).ravel()) + b += numerix.reshape(self.constraintB[var].ravel(), + ids.shape).sum(-2).ravel() - else: + return (var, L, b) + + def _zerothOrderBuildMatrix(self, var, SparseMatrix, boundaryConditions=(), dt=None, transientGeomCoeff=None, diffusionGeomCoeff=None): + """Recursively build the 0th-order matrix and RHS vector + + The purpose of diffusion order 0 is to enable recursive + construction of higher-order diffusion terms. + + Parameters + ---------- + var : ~fipy.variables.cellVariable.CellVariable + Solution variable of N cells. + SparseMatrix : class + ~fipy.matrices.sparseMatrix.SparseMatrix class to build into. + boundaryConditions : tuple of ~fipy.boundaryConditions.boundaryCondition.BoundaryCondition + Unused. + dt : float + Unused. + transientGeomCoeff : ~fipy.variables.cellVariable.CellVariable + Unused. + diffusionGeomCoeff : ~fipy.variables.faceVariable.FaceVariable + Unused. + + Returns + ------- + var : ~fipy.variables.cellVariable.CellVariable + Solution variable of N cells. + Why pass in `var` and then pass it back out? + L : ~fipy.matrices.sparseMatrix.SparseMatrix + The NxN sparse matrix from this zeroth-order contribution. + b : array_like + Right-hand-side vector from this zeroth-order contribution. + + Notes + ----- + Given a 0th-order diffusion term + + .. math:: + + \phi + + determines the matrix + + .. math:: + + \mathsf{L} = V_P \mathsf{I} + + and the right-hand-side vector + + .. math:: + + \mathbf{b} = \mathbf{0} + """ + mesh = var.mesh + + N = mesh.numberOfCells + M = mesh._maxFacesPerCell - L = SparseMatrix(mesh=mesh, nonZerosPerRow=1) - L.addAtDiagonal(mesh.cellVolumes) - b = numerix.zeros(len(var.ravel()), 'd') + L = SparseMatrix(mesh=mesh, nonZerosPerRow=1) + L.addAtDiagonal(mesh.cellVolumes) + b = numerix.zeros(len(var.ravel()), 'd') return (var, L, b) From 2c7ac213bb4d651c355b7fb812476514edd08946 Mon Sep 17 00:00:00 2001 From: Jonathan Guyer Date: Wed, 26 Jun 2024 18:15:43 -0400 Subject: [PATCH 303/303] Fix typo --- fipy/terms/abstractDiffusionTerm.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/fipy/terms/abstractDiffusionTerm.py b/fipy/terms/abstractDiffusionTerm.py index ed053b7794..64d158da37 100644 --- a/fipy/terms/abstractDiffusionTerm.py +++ b/fipy/terms/abstractDiffusionTerm.py @@ -383,7 +383,7 @@ def _constrainGradient(self, var): nthCoeffFaceGrad = coeff[numerix.newaxis] * var.faceGrad[:, numerix.newaxis] b = -(var.faceGrad.constraintMask - * nthCoeffFaceGrad).divergence * mesh.cellVolumes + * nthCoeffFaceGrad).divergence * var.mesh.cellVolumes return 0, b