From 836ef5d7f720df2fe182edacfc62aabb384f969d Mon Sep 17 00:00:00 2001 From: Rachel Wegener <35503632+rwegener2@users.noreply.github.com> Date: Thu, 16 Nov 2023 12:44:35 -0500 Subject: [PATCH] Final icepyx (#10) * final formatting for icepyx notebook --- ...ed_ATL08_20190504124152_05540301_006_02.h5 | Bin 1247205 -> 0 bytes tutorials/data-access/icepyx.ipynb | 3283 +++++++++++++++-- 2 files changed, 3031 insertions(+), 252 deletions(-) delete mode 100644 tutorials/data-access/bosque_primavera_ATL08/processed_ATL08_20190504124152_05540301_006_02.h5 diff --git a/tutorials/data-access/bosque_primavera_ATL08/processed_ATL08_20190504124152_05540301_006_02.h5 b/tutorials/data-access/bosque_primavera_ATL08/processed_ATL08_20190504124152_05540301_006_02.h5 deleted file mode 100644 index d4bb24dcce49cad88e1ba3b60d0ae51c1f797b33..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1247205 zcmeEP2Vfk<)gIXt+Xz=|s$ntB2Hok3I@lmfvMrD$qmwZ$h}GSmbog{9U$HHENhm*% z&_W9k5&|I*AOQja0))^)ClEpiJ@g(3;L!i?&CKq#-Mf=)5=dsjy1Ut_-+S}s&6_tf zCoO7Sua(szt=(g`y`pxhaXJ2(pT~?HGnFE} zSv#4>eYH}2P8h=~7@Izot;g6yV?{Q-_|BibWPtpsJ`@59fl(u{+lhNTwxD~_5=Q-a z3`74z&*M+!B+(gH%irHKJD><=6qi5pvs(UaJXm}&^O3>U2eL79l4Z@t=QU%6(5PUS zHGh8a{GLUvsL>e4rr=#@_LCc!d3t0%8@wAhWI+J2m{~tFQ}fd-a6PsJac1MEsL_)X z#G6JL!Td~pdT?NVPsak3yTy3C+l{fWzG7^{FWLI^ow031z{7WMvJrceGFc=7UKzXP zMD`$M{#OyO`JEGIu+u9Mpo@T07hgJKvWW*}ntFZtY_@^~S%Zl2di>lu>=zVJF9Hs` z@4#v{gW7_cQ<9d)K5t;>5tZ6Rz@ZoQG_w6RL_n7a7<=21jcf)Ldzc9Lzu%s|8~cC) z02AeLYv&nr*$n(xMeF1~whvXTMFc$i_C-OqPZoqLP6~zC42rRbh%x4GpRHs+S|0(j`O~HZ z4r7;7TXq#Oe%XHDQS91D2-rykJpJZ%$DFx(9vbm=KJ$CpJ3;>gs0>-~-pAhk-6tha zZT2KJ0?(%BJ$TvfivFCb{=4YU`+pmC#45pfD>|R~0UJ;9r&a{)5%|?d)BENM_6y0k3&nSF)c|J!Hksp8u;G*+E(Lc&BmxZ`qC1RRbc)-S1T2%<48q z0E7?q|LXnEyo)_fc^ofd9D2ld_p&%8ku`mHMaN@o9>v&2#CYiFJ)dJoP}Q46K;+DA zpJ&feKac{_|EuQb+0P)V*^wf~14hFOY!M}qh%Mh`!WwogezRGk9t&^y?k6llrOXpa zuKdT;&)D&V*mM!&i_>5D?1gR5>9o4xzo-8%2n5=gInY&X!r0p+3R%TW#$F=n#40q# zULd-$3do122z|Eon(C!Oza`x^`(NbuLcg86l@R`q$j@y3*3_EK&q_$*v8)nO2ynC- z$zUQfl#0Y-jK)U*N`oS64|I7Oz1~_akV>S3sdT~!X^V}N9@0~~)@=+WjHD4uA#hbB zH4uqu(AH~N<<&bN=NTgBNHX4wEc}hVlqPAUdRGrdc^Sv;Aj;TncZ6swjYJZq&z-P1V(_R;_ZQlvL2? z^}6GU{%W7cQ(N6X7|~>eU?}D`^h9caYT%CPN!{HaUs;Vb)gsGklv!;y)#dAL>k7D6 zCquI|R4kTkGU7?AFq?d29*AWo=nuxN1P-+e#;wSMp;D0tt*W3^B_l^NIY)CM$A^qq ze|OFOsp(X4a6|3 zu{s)wEzgO*%Fmg_+t}Dx&EHy4bL$}EfvLRJ`!4PXa3;*e&83HJWLG4XOzE+pF>Brg zP2-Fmj1LaQlSZg3OhGab+};Wf4HzjAD1!&|r1_hNM4A@2_nMtB^G3!FN1{f12%Rz# zju?sT*F3`NrUi)5sSg_SntM7t4ZS{(x6xDUsqy-1ytTewPi<|D$M5m>dOUT#9-n)l zb~o@!Rw`aysxq>}n^2Q;fwHBslpeHNBvVqtmiFFmBRLe0B_n-NV+lIwaBg*Fi_oR@ zSR~0iJ+F9H70m2{@urpmJ%NIZ1VmLN)<3T^(B9gjwKg}mXgl_&cGWt026|Kr#Nw+o zJr>g1gN8XqI6_E%nSK zd3vA6W4VwOEye<=biGB?Qdn3SIxwbq9~4|`$J!joL_BJPi-~bJ-nPU;h8D!1jz}_< zBb*DzA9Mgtxnwn^iXs8YCG&gIjiGuwkj~6@mX+^5dNgg!oi!AX#8O>h*`itVa(`Pb zHq+;mLqsTSQYK*$QI>;OcFr6OXeCAqZVKv?@cKEKOT56s1iw3^j3JXEw^Vw|StQOvKQ!)9k)&}oASgLBlZdFD5(zh$R$0ye|{&dtop z&@Q7)Cbn-$lQH{IzP@GB#Oz0AA99K(d4(jRU0EVK+d-Lk2h`MNyv~vbW_>a|QmiP! zBbkZe2&>dHU}$YE0WB~PPo$uI4H~1UU#L{^f;x~<#jzF9iqna=w|EpuppwOLfQd7T z;VZj+zTOJOdlWzwD`*`Navw26*V=Kl0-a|4jPGt2|bpkndCQ` z)}mWu{B=?+LM--y^k_WR@1io6YXe54e;}3A;$f{n5l>?hN)yqb9*YkRYsqvXtYc29r?i!N zVi=QHEeeZGYCuZ{^{A0_Ys&_VgdvMD5`&RcvPy&9EvZFf!Dt$NOf!rNnx64lFh?i76S=7IgvupslPvA^mBEfP*b%8E<|&)jA&4_1i(N` z3W+O4xo$>=K0%fjdjo@&eGyipIP~z!I_i^V9Gfmb+A+LnSwi-MAvDqrVv%UKp(n|B znvN}p9V9lZ+72449Y!eP1YePsjBW@kT2{%P&a2Gz-f~GQxGI^92P2$Eis*NGyvdmYY&<*1W$;5k<5zdzs9$c*o^r zi0ZNaw5=V*RtQ5XB5#{Ml&9>93OHoW3pQ4#Ah2xONhELEx3`VI*CMdd_mRAYP!>Vl zmMi)|=C9~&C3RN2ng@o!gnG1vWHNvtW}LgItGj*wuFjt3jw(&Qm*cYhWv#$)2A;dH zt*f=Ir@f_0>oH(oPUz8Y;41PW!$%~Rj;E6v4@4Z;6?idAdyt|f9#5ckkQ9O8WXc$v z+tS?K(-vrN?ko%GO!q6H>2Zkqjd*`T9~y`R+oHyxEdh9jk_hu9@=M~;;r@6mhZ-`> zV@nTYl0{`|EcMw!YD)@oUYj3>WlE3D!-AKbv6vxw%q0^^Gq_-+Qbq9E42fnqR)gvs zZ8956---R`w__`LU3fC8Mv;3QNH9vXO4j4rBL^m1B9h#OC9Sas@r_+*&WGh$) zhD;hqu!MvF8a8tbc-d=BAtPKJOeCw@mIM}7*Z6&Pv*vm0-3|5io(9e3_4wU2^^J8k znzzC2t?_$(BCOU^SKp}l>fH5pHT67Rjl0HI>+xy6dbh`qBoq%}wfK*R)zsGeMVQ~$ zSX0Z>*4Ng1WEj?O8hIJD{)QS+hQFb)2IZnI4GkV1&+qov`D*HTSYG`|mPDH*2qgjI zk;?^GWL=taBA#Rnrz%jS5bDXhihU#z1=20AW7)+Pam(tkoVg)7xa29TW1C`1h*Z1c zi354QqJKF>;gO7H{zKav5-^N4NbK*ZY(l3`08ZV*^wPH z7PZK<+X)~+#$q6f7+{LhL=jO-QrgPVp1jUg5^tbnkWy|Mb_xy8BARKju{UCK-l2Kf z-f2A=NevfH9e9k^y?I$OQa*@0N-_wUmj6aFCz1#3U&{zlW2F%-Ol)yC+R8In*D7Up zz6FXT!2*YjS@Yx<3wEn2b~P5U92z8EI>8~{+5*WT#wwTLpaepsb+q?#foi|n#xua& zJBT@IAZ6q&rttnPL`kHn0|KE`L`k<2%8ba?Rz)ph#NV|(6g0xVzL2Z7G3a;s`}+JY zz19f3f<{fS!Cx1w4L9h!wvg=`o;7{L+LDEBFbYKVWN*~3_eMjSX^N|Hdw^+aJ=khK z9~;VO6h{+mAr_yUr4NuYg;!Cky+he=w4he`(*U?A*(7ugZ#FmWNe#{9KcoTjqo6FSZgv<3sK>aH80jO zu9!(23UoBtnCV1O1=;aJf|hR=eB;anvfWT|GD~Pi%3gyi;sRQZV~I@}1=>_P6>gX{ zkN%35*rc(lE@IfWinn(Fu6ueSI56D7^~S;$TN;|>=3;e;wQs7Gc|jWmTh5v%KCO0I z3Gy1~&GPJ?Hge&~_oT^0kt8qhyvvT^z<&kqfX#vCa(n{K$jN89>dwR*evA2axge^UMdYhY2CLJ1x z#|(=$LS|TU1NrvABhM+0%wlCc0*bqg!SW1);Z=ikDJQc_?(%RQFuBFHG^xGUQw7tL`lz`~epYG5YI3;1gjXaQh({?r>EP{<50+?PiOTZ^axao#svSE>Xag2GW!Q)V z+g6&|0t`roYY_haS~!wOrckzx+_0}<>C!Ed%F=QwCtg~aU<*WcF}!`;qdGfOvLG1R zbj4ohDsEQZ1sZOyTX<6-L@vI!8Fcpn=_jF)WV1eDwo39kW{MzP{z6A4l8k0~v1PxJ@4(WgGe}lj zrFy=t%f&r$vHC-fZb=9;L+gN38j)QKC*p(fOM_pT%VnQ->Egw%7DzmD^b(1=PcKgm z0g6qaK?55(a&k=?a0LUCa{IL|c3?RcLJO9{iz&BhRDWC12J1z0pxSc7>+m;g9pp$y z|MoHZ!QCV&wME?9t~e!gHGTV9SbebopA7stozKjaH^3JDZewMHIt3*wP6D0>A%tF1 zR2AekfDPW~@-(FWV-Fm?2qxn+q_QE@*G%n9Px*SNT{h2ie){@pE!*q3mEymM);;8&j;-iewZ>xX zO7NIaAzCB-*bErey7~@*TA^ixgf_dit9_2!PTZB(+p$}{ITpmOBaJUZH9_S`L&VRW z6_0frE7I_g$L@Waq&5w}Pu;SchgQ2o@rXDRz~d(OvudGcSW6{vl!!-~y!J1t3z-Gm z2*dJ32niUtc8<)_inA=lp%z9G&ikl`jkt4WsNzMgjbLlmO3-+uRn7KWC~T0BVe3N9 zLD4osj?*=BcqDO-0gfh<#TG2g=sa@KMF2CV!#H7`U(jq|2fvOD8bRzWfx^ofMr+P8 zEkgC3-HG*$5|fxrfhKpBRX^U6yjgBeRwgX}<{jP%xkDVjJtSrlq!Efe<7S9p5u%u^ zT9J=ZNImzloLCa*M*DxzenD&fT%;qD}vaO!&F?jAm zuUIK}t74}e&9R0ow%3yJaB3Cysg=i30`GX~8d-!fE1n}<#9MT6Zkfn^WeXgZm}m!n#!>8J%tl(!*p>*KJVWUO7TNNrsgBf<(P^)! zpbr#jZf@hlTh6vpc+G^Wb9Q?Q)j*fqxgb!nn3%$PCzOUV)+j_v?CQ%Kg2NcFFEEFR z9h4U0GPA#-A7W=~zY&9P3vE!PZYdgu&WTOODQ%UW)S%==`eUdtsWy?pA+bLQzvT&Y zl*;1U@`n%FR7*)oEz%aoLwvuk(3}=TX-}?s2ox567A6cM)@MYqt93E<;S#uIV`c*l zhm7D)=L<3Z1{x~{JM3*uCR?EX7aGv)Pfas*n_}nT&{!4wWgLc zm)*|ZEl7A47AWaXI&Mh?{%h2Fto`St_GJAKoR_69<*^qSjN@n1rcBaeI=hIKyZ)C` z1_$2kb_@8<@|^dQ#nF9iU&_}pthwYR6FRnyc8k+AQ7fAl*`rQ|b!@ZdwU)|Ix#i0B zM5o0#laB;q_IZnU_E?B_MUdomwr2Y)jlGQFRoI>CBt9KpOTd?l#O1cV4clH9X@QpZ zw$7F|F}Q_9>%_t+TeJ>{mH?r-Kla66R}Lg`3IUUme%s>RUqR;MBB#krXjbao=&9s{_TR)Qh;L2wVl#h!vIyre&Jk1v6W4v zh*vLcS&UvQZ9uXyBeq~W7cIsSOg8ejU1SbF$sbAiXi5#jRJ|-Cu$6#RlRW)`J8DxK zdzS{fY~8bSFf6J1nXw(jy_nlX<9#rHVC=@p517B;EC-xy8-b4o3`xVtt;WaB~seRfxl$mkNPo6Dztj?!!X1kjm zg>%w7xnG)*#3wHbG%n_eot;APUKw85xruB>@iNF-RcuN-GQyhG5d<#n(rw14PeElT zzw7Ln4jgRFyw|4A=($cF%9$$gs+Q@Fok>OCY^B*^hcoetF(1#2OY%|FgV(==%XS&{ z_Ic{-y=w#Z2&y2sqlj;J8TB2JH+gn`f}M+bmgmGK8C0&9cXmShZp$G3!NE{E8Q+6G z-TldM(7K0UZO|W06$KJyN-`0-90|#(Tf${K7b%_s^(f&Co|{Mt8D}4J+vr&i?VJGC z9T1{@^t!yBT5h?bdnV$kcrYFI&MGe|yLI6z*;SSwYiwP{&dHRNrvj379|uoQM5y(GKy*p6=UZi8IeN>@y@#0SZDHCdhg z!+l6Hyn7-zl$t9?MbzC!?=9Whk=5QpwbaZ)M6@!`+qRMm1{lJ|;#?31?A`6?4zu=5 zZRTCT%E5Fpg>yOd7*0?(zgjq$sT`SC#4OUjOjda_U)wAtu4PZG1&5X$U8)8IbzW^U z^YFde_FLA~jZ-n{C@?1mn;wRI4?3(J{@1CbFhzQC{Sisg3jB3zsSu2jz;zUJAg zIXCtI7Fk9f8DULvAqcGI+$J8@r|qDl=G>(1kzja2= zx5Nx#Mo!LdxOTNqI>QO$11*V}OJP;o0PZS;(;qgf$lZad0k{xq%cVyI_mYF1N9?N! z;XwarT!-IW)^P!4xUS{0lVmDB+5MlI_nYw1J|6+3kTTQnh1|mi=uLTh!<4=+6GbY|zLe0UmjH@rDBFTxcQ%NKRcs^26+lUL> zVH;OCa9^MH7OlH&q2*(?u%l~!a|fzlhPgmA(y3ftDO-<_f)@QJ-Cc&F*aeB>SLh?3 zre?hgFclGP8z-9mO>lQH?=QCo`SPgB8H$g||3-h8T;JksPnJTDVvFN#J!fok%C^PX zWhbbK!S{by9FR&_o$=|GzKgVn!P*Y$e4X{$A6=PYx^KBS!5JUA*gqgnySL8ng#A7v z!oS^u1;?aVSDEi6=Lbr*w8~?ZiIp>tk}du7+HgSE0M1{)GW|+%UJ@=fG@`gA1M|@x z`%}A$%~GvKP!GYQFpy5HG={|s+JM#EgM+|$wDzEZ`=g@qbVytSNE@cKHrx=Am#fQH z9y?h}uP!iePvB4Z$^pmM{XjofC2WrAFPnT))GcaMaD%`gYM@xSCmDqtnd(`=a zkIqYRXR@c8An3vY+(~E9QG%2eUn^J#bHFlJ2ZV4ahNvYzoaiDVl%g-U(?Ed~x54JF z2ig*>$9Y*Dstw!$zJABqH9p#An^k4&CfiAR9eh9M*qhrAQ#;ZnpT?OjSmuz!ZG zZIG8uTTm1x$!?H{mdef+MMttGDclQPTu_^xQ1W;2+i7zX$Rw6g)7G8T7GHVO?6>A# z+JbhMT*u-BF1+9}KcfulnbVKW`!jK2LLS#h5mRuq%Q75uWTwhoxm)~99L~YS3#-h; zba-zBa>mI4gi{g|HypMco#*m4c+7j^%&@}7nVqD}GO`Y7kf;5$VXN7wTZT)?MdA^) zY(xz!vxvfm1>)({z^GdWUk91G14BsJG;16I$;vFEuw|Xt{WtoS#jMmLY1v2`R#pi@ zj6xWe*DXc#(%oH*3wf8>7IqsRt?<&+!iZ9Q$QxMg-t!ptci39j+QM(O*IUGMwLsqR zyT0esowhN|xnLqRxXVCpFkK&8S_DZklz-`IqVD7HH+g57W;* zdC9RFoHe0>%H#g>uM)FH73emZ(^m_IF`f$@5?b(v_|;}P(qHC%FQVSIIrB2Jbd_>9 z_lhi?+aumPLt>=|+c_P_FXG^QNul=fX#wee7CaKLSPC(6UPuW*)uTHQS~JJGS!per z=qcQP(3ehS$0`qn?BZ!XV+5)4fZ;lB9v_kx;*76VeOs#jm+(s-EEdl=5>>$A4^mM&0Lbj^Uu9E zp|&Vi5JTc^6%$Wj!koex)j5Qvo+M-1>}RowDkGPeczgL=t*kb1ps7y* zIqEgJ{soy8^X$tJ?X2?>w_5A}ouenA$C7Yd?Hc07GaI(e^cQ{_eCY%xpYvUuHW_Ajn=&_+^E#CFDd*9$oZ9&v za{Rb>vH@1(1eK(o@>SCh_dseeDo`u7wOqs~RWdIZLvyLE+_rss*)Od<{ilbt`aDS zNF0KaJCH@(xO0!>a29!=8R-5aJr*Ym8VS{9%}zp}wz4Fr%XSfHs-2Hrwc`BjTrJ+|G1VzB zFBUslQ;;5mp(7v^BSJ@S+C$0#H%+fLx72ZJmoiXVpgR~T#d{l3$uUO_ZC=?)QPEn* zLIi>(CoQ&`*gAJ>%aFXd#20NUVF2bdEJ7ttMcYj}4$PkCuvZ=lsH%}B+hTYHN;K4t z%A(WZaxLrri4eIY4&sO=;gkb&2R8Ng8L3scK!UsJz$73%s`;uLIqq;*$erLOlum@P zw@Jetpo3VNPAAAEk|Ly5#a*lD#&KGd!&xBsiW@+ZxX&&HSEOhXW#M;}J28rzEBL({ z5!`P<<`y_SCCL{l8Ci{*=z~eOrnRTYZ7388^G(DlvDAladsjx{Y2-FU7ji(>!pR#} z3|Df%FjBZ)get&2F1cqDe3MWFve7jh{*sEvT>LOas&z+uYjZb>5%}PwS*X4gFNthW zRXvf2V5dKCkh}vLYkSzSoJOF?D_Nzj8i)i35SM#j#Q>Kc9X=GUQ`r0rJ({~e3B;;! zwU2qjukbeylIuA+TcIJTh(RqDRT+S{mW2b=gXkkYwQ$FWHl*W1^eS9X0^mjak~-Zu zg4>IGta;q^+Mu}OMU*FV2Ip8e$@04jC@Zpq!peslMWd(( zaUh-gi$=w?Mi27oUK|*KqgSM|*k&!N;NEC_0Eb zOR{`z8!L)ei?_^i{N?T9(^ge_&kwPX$gXFhbmO{}LtD8B8NxswOJ&3`sZ+5?v>TdEJT`Y0t~DGQBB$!Us8KLJ zaIhjx<_4-!jWDG9ISObozSxf;qV{rcQ(nV&Gsi7!?^7f+cb4s#mzPpDNeR|GK2U;H zNCzPzxD--?HGeYAyJQIgZZ}=yxBCSXdYHC0l`&}-Vxd?;ye1jFG*>e5DMy~k$XWF@ zMM#dI5H&CbU)C$}qO`$F#4Bn(v$9%@dsS(%nioT%p(gB$!}KZZg$TxRsR8~5QQ4%= zLpyXWYV97QU0%D?$o{u_%v6TwtGs8z7*@g929p^+*2j5odSdy56c1sWQP{>jtTi6w zyU;oxmG7p}yKyEKNB&6!PewNDJubfQBt95B`Oo3gx>^?PMK3RmZ^(mpl`qXQuqC-S zY4r2mhMQb4R=(Zn{bz18b78zy+h(_jzTZ2xShJ>2W$P6-xpHU5#62NyR9-_#Enq<3x|4+i+n&t2~NQY#>tb87t2`B;z$}At^7-BLq$Bq3EPpW0YwVg0YDX2`t=;2u+{w zK{T)75_=Kd>>ua)_O}=Ge;qAcQX=LFF0=9GRFqYAP~#n>(Jm5#^5=@IatF#UUlwj8 zGs>t5Y@as|xWK;2MaMRWL4b>O8xAo?0KeCT?N}~v9ixG37dfgOM52}+F-Dzp$h#35 z+cwye#>2_xcxVonD;^V(fBN*x$5XV*YD!py(+Uf(+=gU-0jsSirG5|XTP^#54{f$d z#W_vZ#cl}$%XtZ0Ux&@SRb;FT8bi2SIp>0BZh)peuki$KEQ`^_%gfV<-4h?wI*s(8 z9*b3J%`u#Q85^dTsYondr7hE=23Wee4+oSWhbrv#j>4EaKLP7xl{ViXC$kpV;0F*l z05d&~##{h1Fd|iHi)ftH79=9UIQ=GR0=;*11O>ji3ed> zUX19N15*ykB$^iGKbi-JshKz#AvmxKz)((slrc1bDlXBZgZPDX_>Ng?GML73D|=~y zfi%MB$NRK4H_94Fr(j&3Z^RDKu_B=bun;g%rR|qCmZu}yez1H~4TiP-SLuMrt;s7J za$PRG9&cUsA?`%daQpDp?e)1mzD5?CxW(NL{eoC`=&yna=ZOy{G(Lx3u^lm}*rs0dcO7!#3<5~sZWXm9+2e}ZAv3GWx5;!u)>k%ObqpTAReNv z7rbSYkP}ra#IN9Mht)iRr47b}no7mI|L#>^@-Ds&b@5GF;t1BH}Vr)PevR6Hk&__P6_E4-L5MTwd_Moq^e zskn30Yzh-9_7uMQ!_QwWLWrv+PyIUy(fW(uZ0L;c23rw%rnJTfaVh~kpp$T>Fk->s zXC=#=eBJ%WIH&$^p-py&c;;zhU&dn3h);X2Wb?(_wfmc{`(T^-J&RhwtmsWskXdMU z`fSm`E1@fhr*&`Fd%W*&Ctp>Zf$H&CXVskk6yxvClGUx)nz6t0cNISy!wy`ZvN-)_ zUuO}nY?Lj&NS2q4M&7jdtIFL(Z`_0?frUF+*%WPeG=`o%Sj|SP<||Z%1jPXxg(hCh zcHM)L(X;;PhpgcB{%9-Aqw!Syld+BI>;ElWavu+|`$Mcq!ui$b#9JidPfoSa+w-L=mmzU%)95rG8A$Y)K*Yi$Kdes?N`)<9t5JqoTIb)y8z`gvF+U$~@I5!br(*%yb2QZp;a`2l*u6LH zIhpN80nj5U;P>NS+L_f;z$_84$Mv-f*bgYL-9^CuubtP;Hl_M3so+U=@89Pnwl~GV z&`f#Ee1FcVY!k|3I}xyDWySZ|=Y-4lB4EnA>(62{DBx8QaLy?UE@2vV4)8POQFF|F zmy7ZAFcA>{P1}|1VMJgHM8KFAPPmy}N~I)3!0Ri2@D`gvF?JOJ-G~42!)K4+&85)) z`KQRZku60E&t`D!Zi6T6@XAwL?Em}9MI?nb1#^L>-2WkGGdOK==6bYDsscSC)h-{;$(Rkl%Hn`Gsc*`!@6qlTv18t9as24CI&Z1&Grzvm!j zg+vu2$u{o^#`v}TWcz-7jPlbNXX49(ND*+@q*HH6=Wy0Lyp2sS(8B+gj2nK zJ=yE?fUI@i`d*L6+w1YV2WnX*q~2IqIyuvE&m}9pIoWUSZ1L3L%m7vi;bl$E)9FZv z7em648tf1CHRyeHwXTp)54!yI!FpFiU8v9H#kV@2udbo4-Y>19a;6RMnWSlpF$*)R z$hQ9A_Jiz679S1C4k|*jxv~Y#3EYDiY;9Yt`F(>UqZsG_xouAeO=b^HK=vVH5V?aC z-bRoDWEcf0d?iQ`G(7c2xZdaT^o46&{#t(@n5Mqg74EC8Yv{u?vC#v{a|3lzQiv+D zpX`3qPWGfYW;CRT7a>Kb#Hzb(aWmNv1ZFxMvOLZd0oO;-eaJ{*+npp@c70@9lQyZS zrw(=xoeGk~@imN!IAHSP{lxI-4c@+xtFJFq3*v-zS6@S2gUj!$tqC{!Yis-J!{rjk z*TD2CSL|U=oc%^aoYo@5fg-|t`m%T&$ENLLx%O%1iBmAqV2>|#X)*rTAr2LZX9B6> zt#NrgB$T|K2EW%^?`ib=#Lv1+r+|2IkWbbs3guJ+^uE5jy86DL$JOZ90d-BE;cE0X zcrbSAzHmd0zfKRA1v;vVy0O39+H^4oePk4GjyR@f8!$SIbhNd{ETUT?q=d=b0}W+)i+j?4T9?3ic3x_4$EkZcI_^9!}wv zMJT)!sVEn&L((xtu(ac}D55O)nhqIZ%K=^--EgSrywt1lQcp)y+(Q}Wf8kPX9*miS zg0lyeY)9f*vRH_8-b(7x=v%%TZ@sUk2BT<=$J929(!8$`lNZC&;Hs^~Ays~l;c+$i zbf2qF4>#8I^~0$GXHRzA610rB+kDknq#+v@H;7&_|)87;y0E}d;{80Erf%sF57h=;b+!JW-&?B(`+OK*N_Kb<|Bd(=o32yh&-p-5L-u=CImf9dY$S<+b&=lr z`}Hna*d|O$$?7dP<|ecac?2618ss~FOo1;11&=M?hz}B{pK~7dG2t2{+13 zW6v-8et-;8m~iepeY0M6B>#Hu@Kqt=$S`e$!NHo z#y-7#iyIgfPyEpjyJBllWoDjUU_2jZmbYd+y$F--NR1jUq3tYqGwr* zC;LTk@*4JM9_l@H%{};{p3xz|W!iy7WExSLxVN=usfJ}PtdJTyU24I1VL91F^2{PT zQ~tIJv`r_i>~29-e%Hl6Zft0(E%=p3XD!|qnVj`ivUIfg#cTI@jihS z?&R`v_3>4dVh{-+xA|lY2etZX_Jx1_{9bf!CF1zlqPc-A8iT*T)YR8&)I+Chtak-# z>q*8pgj|hY{PcN44ZeCkh|j)q6n9Za_Ik@vAKL@G>DLAD(nKHFF$>_43UUSaEo=X9*mZ$qWQUsR@`D^G}hI7>tN4p z^!e&te!mxH1dq>fg&OPY4c!~^gL%tPO+0n%#^0QBpFRA>Xy6YPfq#Bk@WZW54;ZQ9 z_}4h$PwPav_>-41_L7c-01c!g7bifYQSUcud=0K}y}!}r*F9lZUl7)#aBaw__0$Aw zyp4K!1bFecgWK5?plLJ&C`Tp>k+C4E_e+_~eNpV#c}odrD4OW)Plrj9hL?}GHrp^# zmLRUdG^zMZtHu-VYw(9%;X0$wpvFL7_(%P!^}@J*L+U^_gmr(bxnHA&(JH2zLK5*my!g8T1X4-i`zdP z&$!udTM@8q{LIPhx0Dhcmtt^Vfk0N0qd)nJ#>j)yjB#z<13R%BsA4;bB%ue+@vylR z0A+*nc<+S!{p?x%&haJ)XC=9Q=TCKZ7-b4In3CL){36Cq&C27+4Ssznt@-DA0z8|Q z$7U~#eT>b?%HzN02&Tz!LlT6FIWZ7dVVHO){R~?N70hQa0wn1 z%Oc4kT)z{>c1j%L5;fO7XiOPQ}6g1v5!99!{;oZhA~v z;ZkBhW!*+Lr=_Q(S5ILfv^VP4d!r#Nkoe%c<*)O)gDFg2x2FtjO$FNMB}3hydx^)$Dg?mb=xPo&_n zFn8a^y%iS!EgW3nl+ z38x?Z27Tr}_Ji)DW9%K8i#q-KP-R$q#m-N0_eN{xkT1MJ9Z)?&QJ_HQ7Rehr=&%|b zTtik0S}ZmBq91O1X{@#d+Lr{(E9K~nBifnM$C1?1sR*v^9R^eBIC+WlB42AI?=CYr zEytlOx{xkuro-t&{luY2!&mX-*+{fzOZ=OnW0ypl6b?3;-%1;F468Kc9@C7$J_BX) z1CwNJc&@_nj4EJekkxIfW!w7`@$?Wlo7+|GcZW>?QiPV^>%PP)R>>#Ga*vbQJ@(0R z`yy{}N+QEFzuP0X;B72j(qx~4p+b1InJEIskmmDhwA9EdTc{Vv-4SLnJ&_bV5{QbL zETjdP(}l@m;~ifll`zl}DR%c_m>7%Y2;qR4j*+9}5x%MYyvh1 zQT1*7E`5G@pt!uXJ>JG9e{GWwH%aklfA;3fn;vG*>wB*^3SR#;Z5%7k>nDK@L<+NW zXB*)-y9?$AyW<=*ViwCrbH;_EcQ&5+1Ypvq&G)M~KHQAY}w9qj2v_yiLEa`Bu zRd8FR{ble~$l^`6)*KRo8Ap=Qxh6=KWiFI875gWNjdQDNE{coZQP2X>Dam39f{`JM zJCz9=Wu|hRTlkyw5IQh8Dyx3ttTCI4@m_9qtT>JjwQSFjAc2w3m zg^`-hi%S?dw=M}+0`6nLMVEC~4t}L@AH)E-$)s=f;yn5{;Y8Zekh&%uo5=+#pv9JS4MHiVnz)o-djPfxjRAzB}LH zXrrkjW@a1Sq}S#gFU$sJ{X`5>-*caQv%yAEvp3BJ=H~(WkDicbgYQuuaA~E9bPt5(NY=~mS1$zxnxsd!f-}v%zK0{d~>!Z1n*YM?K{rz$bSmqgQ|wj}e^gu$#y1X|L2yEn}Q9 z%?0LXC2T#Vl-gzBK;nkIo3r%I+{qiXSuE+(-H^1~+fs;dXaJumnRBv2UAD(oeUkC3 z%;_N}aB*m%+&}?UH8ZtKxuo48sI7pyggK!L4%OI6PKPgOFkb}IaNmS8J&snORHP0= z!_qaHj|Gg{18D{I{FKjN|E;<|Z>JkN~AN@7PG*j4@^KMRaLvM|6V zaTt|eaPrE*GE?&;6&KBNU4bQSEv_10olkQ~TZ4IEPjeKv)?-pSs0C8!(>Sw)Pc*ID zwPpkTIodw)C=OWD>b2RNBy-&C*3UbW>x>m>zez1QJ>p55)HO$c9$LyZ%_1`)`J?4M*WJ7C-}8d#C+7mJWm?u!y${z|fDJg&Zbu9vT60Wm4z#qlTLvob z&Mw`EaBw(HF_YZpn_~+w1)gcv!gLfK?wA2XbYuQ)C4)^YM(3Lf@hByI0*m0Shxc7oQ`|fHpP~}XJXe9Ym{&`_kRRDb=G-^AzaR{Vt@tBYSA)Jg{Jg0<5A@%? zXTEpz!kHrGc*~SMeDF!v3EkPOpV^ztPqU1C@8}Jl7H>?iX!G;nj~+aP>(1-{csGBD zyCZMQdb>{TXLU$0gI)Ca>j`!#zV5`PyPA$=@8at=tl`r&C$bKF)!4?tXHI5Oe4WA$ zKJ$Tl*@O5xi+wQt`8U}S_&Swc8QtP@eiFe9c2(jJGZChqZx#af3i3}YvU{hg0-K+e zHIoz_gfGq*!-4`_^{tgIDm-)kCe6~Q;*gYj zMlD5!xPg!qZ1N&CD{d<42%&p5phV*sr_``pimrd$BYOO?@(?Q4g`C&zv(fgUZ79d$ zc7Owx<8nWz$)BY@?Ck(8PYYRw$@jo!w+ktCf)q=p=rcdf67pyGZn^5W zgN$H)KKPb@dpX1Z8)b=MpXSZ4jQ>Lg`waykA_Z_?rw&@o3y6T@s^6N!{z$pWWq*E9 zN*C2*xrp(Qq1Cd>D8?)iz)wyYrrD#+bZ-5Qdy7*~vQJJqj*@IAlJJ94YAMO~B7h&1 zGK)%)W`ppNu5(#+JdVQG+gRNk}ZF7_TGutP-*PvhOMvu+BI_KeQ={`|q;>-OM56#OlE?4{IU zV=6X5pRK?n+hTr>-Go)x9iy~9jvO94eq1F90qOupZ$IhTKQ%kdVSHJlA{vkN_tFHH zD~i-vh`?fLuWcwE9MEt&CRT9dR&=Sl(|KrOB@gSEJcZc)N|(>ztV1}e)248*%Tw3m z@ig)Ot@)TZ{C7ihT{4{rin7hM2|KZx}IK*rC^BO_KZAc zmDpiurOZFxcLva;R(7VblFM(hS%`IJvjy3g8BsV40YG7PktWd|;5l5&rG+1XU9pLY z%n?c^oVEdyw+Sc#AMroUTX~Lri4KY~B(-qSz|exTP9VfnSW(3-Jm!)riS8iI&`Z-U z)iiuB`iGJ@`Wb*>nR+(Pe#97sWo_;9UAkFC93t%8?`C0KsWRqb^r|;yj@w@9A!9tAGM-sx#&%0dMylVi_gG zTQinZe7ihUm_k4ypb$_9CPNg^8OXlZ%%`NZ1uX5_Z&)}julyj<=S%-$XWgR_LZux#Hznp`p z%<>!O=AVF6vMB7qr&7u}3Q3m2kKZAri=V?&y5t%U$G40FdCZb&A2lzz=piuWmR!zh zFlNaOb3>`L*H3F74W4?BwOuwAELobFgc@607p|$tQAIAj9(%j7$-B|j*cim=LqTs{ zZG%x43h6bnNWXt>S?4B{S3Ztgpz_N(9KkHVW^S4eB9P}cck_R=APS7UinBy zWomR(G}{$!At)7P>rj>6AZiR^xB$G*jK05*VoGOYwG4Y?@=zJP_eCsMG75~-x8pR*1r)l&Lx~D-8`su7Q z9D`L4@!998^}0e{y+Nhapb$_9Cy)5Kssx1QY@a0fm4hapb$_9Cy)5Kssx1QY@a0fm4hapb$_9Cy)5Kssx1QY@a0fm4< zKp~(IPzWdl6aoqXg@8gpA)pXY2q**;0tx|zfI>hapb$_9Cy)5Kssx z1QY@a0fm4hapb$_9Cy)5Kssx1QY@a0fm4hapb$_9 zCy)5Kssx1QY@a0fm4hapb$_9Cy)5Kssx1QY@a0fm4hapb$_9Cy)5Kssx1QY@a0fm4hapb$_9Cy)5Kssx1QY@a0fm4hapb$_9Cy)5Kssx1QY@a z0fm4hapb$_9Cy) z5Kssx1QY@a0fm4hapb$_9Cy)5Kssx1QY`Qg9vmjYV97g?d7#gjqHCvs;Jn6u`v~Rn0U<3vEx|9H2l~S z!RwD<6=TPb+lH~R`0ev}8(p4Sm#3!3>uaiMXsWGo`#hcoU)}!Gr?T}J`zr6LY^Q`1 z*f@F_jmP?XWBQ=MrXlB@@ox%NqQ=P>twtiU(g?B2I*L~* z;sxWelo3ny3=fIO(`95my*d(&=!xO>SU8>-)Kigoj8%rRQihCVFcBHzFQ`Q=G9|TU zb|j|B252Jr9BN!@z|f+4GNpy|l&%fMBe9gWDv}yNYu!q&xve%Q8R7HRwWx5Na=~xw}@~?5yG{WN4Rh#QJQkEuQ&5zd&;@TICi*7 zRxue&iavrzGdmqZ#v*Ji!W?=Rh~Yq{jgd(9u1Kt3YZ(qkjdj?8b`k|wQk7Tg(MYIw zFcM?gZJ@&GskDizuP%rhq^P6smVYWj-CrSVs!b0%m=OyR96^FZi=_wqjD)5qlks3g zPZ=TJ6?sSG-IFAP9*N0t-bEuxtB-1wUrt7NNu4+tPeY<4%Q!#w$5B$uu5d$uK^XH(LNQUIs)SV&KV zG9rI{nLGti&njyuZhWf~CFV_F|| z&%vQI`kR|wu;1x_vhQH8Id`z4qWZ2yW1K{FlVhhMHH$b3-HBw=LL(lH2f4bT1&sbd z=qBq>aF1TZJ~qa=Q~VnBrzZ3Oa4BN@vzn0<%~)H3+uqU^KsS;~l7y0zAHg779L$&N6ThzE@%I84t8Hrs&y7EC~XLtyJe zh`Txh)zF9zYsN|=F$_U9sD%^pL7r`r>qt`VizoUbkO6`#0g_we{XM&ASw>PDFrq^m zhSh%22}OrWrV>z~QLR;mz8sva52C^7a;U`0NXWnou=Zd)24TdxMvEG;{?q`epS(65 zJ|2A_(ogUp6_+VO>e$pmi+~@2gcgc~!$^=sbp}#sC~qEbjVl#*iDvZ~K|P)1`a9tn zNq{10h#)OFpbuHWZBQ8pN*9PGpv4|9uP%K<#X;D3425T54hTe{0*V10ojw*%AsDiY zgGV$HVwXz_L5N5~5Ri|thn)J|-`Iv!isAx@x9*$2M zvM1Ae&SWYosWHc8lP5Fw>3xJ0W7qS)&_PE+m}RmF3(YC3MHsIwVP>EZDvp|-6#XbO zsFqD8Hc8es^RdZCS5IHiy=V#MzElF*Wj^M7{1DQ;@LYbcXs^@|%{hnlxrK;U@-Os$ znGs{cZlK}wnkrFr1-s~PLmSWUS=7qbr+6D7ztHSYW!YOWvy?ynIPO~zKrD8a$VBF4 z=9#I+dTa?>jj56OW~;x5cVr?SQEpN?lgMS|&U z+4z~0+5V`~RCe?yf6>^-JaqQ#r{68&QH!`Pawjktmm3L0&FI}Zo#hK z`BR;xc@Af9GCaWQ5xNztAAidL3*hS{w(FWjF?I>QZprRQei380;p?XC$qjyeD088{ zGuVy^|FH}m4b^%3pq(CK58~?#w%H3~A7gJL?j~&JS<4=0HzIU83p_aUMb?MV&Dnup z-uM!0K@OX;^sT#m#irxyX6!dVom(;=wZz4<&+-k8MM)8R1-N! zJy0k??6|6BlkJKA=TX{;(A%Ae?s6ph#9X3xb4B_aLGA~OOv0~3TdBikkz4AsuH=vr zjD)Q@!Md4qxO~!JYfi*TA59uGAC;CHDA0M65uxYW8cXK;XnklW3X-?4;{E#$flOl=IZFfB~LY!^x;^x*P! z$o@9QPa8Wa_1rS;q|2elt%aR*ut=xsDC|_2LrZx2Gw^7$yBGG%S=)|S?xaQNU1{_iDPgp2?wQ}p{?YmURrbvEZ~-%!bM&!x7K@EGn!zf@ zjG?Mm&}tk1tiZYnW8bg)dJHoREUwakXkPGW&2Mp_K!3_?Ak*M7_F+-H#0 z80scjiQ!Ce|Cb-1+|%9GM)WZ$X?{|T?4Ao=5F|6-5$Wh5@~KB5pb$_9C<(Otdh zxRZZ!<}p7w_IS_ihxb1J{&7Fsbjs@&?{(Zed!D##`&m^7*1WqUaR2w*o3wt&cKOa0 z=ihZ-^NMlN$)~h#)w<^^zyIWzA074kHFqpK?{9nVyzs{Aw?nXbvz}?%=t^eWg z4%lq*t0!L?efHipPrb6sN0BerT=iA^k>S;@&PQTf9d_Ae+ddS(?cGxzdgbx=-#qo7 zD{g=D&>KE_ddcrT8}dANz)dsiAHVngk55kg?)FdTe3t(8&AUARub1{a|Gm|_POH9X z<`0g#;kmmmz3r*DU%vgdU$6P+aSf~9h`jyYS5p_Bzw`V3@0{@Vnj7Bz?Wb=gmfaS= z`hr(Cy7SV%&imEYhwZ<$vDYoD{=V|@GxvRdh5yTUj@*2sU8lWqNAs^QzoMMy&HJ_) zbNj<%y@2lF`}Q8&T)F6LdK`q_gwAJKaD$6F7dvRioWt1tH5aLuPzCZ^qV-`pdP zIQPRZYuDU(VS` z5zn_g`=_^_zTl&yzW+t~<=sBG`qLxbZ`M7s`xh79bl)eR9Nt8xq0-Mkj=KGf*RDR5 z8h-mO@2uGB-uKUHzh}~{`KKINdEo8U_a3rjv#Je_Yd&xLOFB0XP4S(3*Qp15B@y)F--G0yaKiuYDV=ub%k|#fV@{8+e(}8@Opc!( zov`BA;YsOZx7sQG$4&lOnI1p9U~A9Qm&79D-~a7-TL=H>`OzPy)c+=Q{t@W|PQ3G~ zZ7=Gcbb92Ji>Ge7@0~Mm+~w`BRvfVBjBS07{QR0bCS2q_?y!}U{4ROrYQOd5{oZVg`Tjio%qFLe4IA9U{}udKfMnO$Q& zJ!kATZT_PT_w0Po`p-Q!_VAN`aP^nBTye`a3t#JB^`h^;>=ee3%dum0tyb9OuD z98cwOS0s;kCv@f&?=8RZgde=QdC%GR==*47r%S_x^c@Ff7bcxm3zl)-kE#J`42@ejXeM05!G+rdf9~!{O-wL zoOAY?=&F~$yydxv&%5x=1124?wEy|ov!}my!Vh2BJ$cj?-@o(73**NhH`H^~{tsW! zbKAZjepZ_2D8}c{Z*%{d#(cE=4libem18e%y5^(v_q}$*MMu(Vl6WR=T+_Sb@r2G% z0}m2!p8eoYU#>d7uJf_a&rR((@uMSdKlzfs4t}-hlJ+fsbi)UibUfX8_~V<`oiZ&s zd*W}JVt@SN#YuObJNuTpns+8WyWqg9?hc>%#WDV8Z+zyf&%gNmr9XZ4#k>DJ^ojmI zuH5V0C+<4+J1?Do*G;!BUa)ZSKR-X~lk?Br@}H{?>3T$W?fUZc&)y#1zvuS(yY6+s z4m~&bjNNIgEzZ56<(#iBzy8{m?{D|%wf8K4r}xyU8`m_Yuj_BU!nfh}yS;zodXujB zC|uon=J(G$GacUNnA;A!;Hs+^_CGQ0zQDaFJej!ei(gdzFeCeh`U+BL2_`l3N^R^FSyZrdJ8+yBUe(jLKM|b+( zk9WCi+KrKCkN@7M+TV6ubI$dP()(Za`Gc!>I42lP-~QSEJ+b+2A9Z|w!zRDD|Mpy9rjJLHPan}56L`As&xV%Og;xc#c`XFvS)qFb(f zZQ$bg&42mMP~?O!Zaw^|bAEC4J>HvL@oPSR=j?kQKIy#My8rOyX*Fv;zW>d)7GC;` zsso-~|IYg!JoSYBQ@UN`(3;G*!O$CV-j%0pXa{1&7aS9 zoduHL@15{_PvzJ>cKPb4l=o+mF`MuDoa>D5`48Is$J<}|&RZYdwDhC1zqsI?2M?i@ zbMd@TKk1RH*#k)X=+hI9)+*Vf?>z9?N57iC^Tw4o|L%fICIz0kEPPSxc~jEwU)Zqn zh?`d3`1z7Y_PyuePd~ow#Cx~yx$TX8e(~uw=bcj@Pn>`7sh0$gx;O^2+K8Ut$HN=W z`NMUnz=J=T!aU>F`_*Ba{qD+34z2y+A45lP-*trXr@6Oemd>lTIAfcgG(;}h0kSJ$ zZyCCDK%+jY#$xk+a>{E=v{goZsMZZB+o#*pTRm2&iJ z^2>|ZcJ`F*T2#;+%OOsW!j&{8yhU5Pn-?~BcEWG0Kc2vbj6t_HyVVHmupw!4HLu$< zhb_5fv%BmGcfK>>>`Z#&$4P<_dH+KMeALxS@bxf?PFgMXp2}JSk~{!cCU@-MdC(v7lUfUQ zK$ms2tb;MR9LWZYyfVZJ3FmkYT@JN7j>nPY*T4vJnB;vHwPFYEcap~4D#uX`rywLW z`+Fx6t)YG6Kk>9zZG4CPn*Z^&_{LpUgcH7p8W8dpn2-SE7?p96lOURcK(4B_G!*k1v)307C&+=b{hC2!Tr!@Eb!Dn+$Dg3)2r87Y&%+sxeLA^7F%WD;WQi$4-ZFmM7?EBiNK<`{hbQ>Z9mTRSfzhYx&EGO^W$?>6H;eQfJ_Z+~aq@&ZlP9C)F$1|mq# z)hR8B-Q&T5ubceCp9=C{glhB0T(FkE{(R$I#kU`9Cem9finaZK{21twpXdl>J-|=q z2=3x3G{os>5emjP}ih6F&UVj05=VFLCjqQAtdo24CzRqM*>o=Ir&Vf=k zoqgW>_-5QMe;Zco`fwZ8fMgTd@U%lTb~0MGJ&WABT;ux_Hf2v;bj}X!804@e8`R#K z!;VDU8SI6Y({^TY#NCSRHhXgqJBx=tw%2h!_9Q}~yN-vZcM_VlDf`u7f2(KxsQ+f{ z(ZFCMi=qxQ*nM-ZY-HCXbOvjBaq&EM125v?rF$%3(~;SB?COhNTgcu;=yVpHc>5yO zh0Lb1*bec%SThgZ@XGcMc0Y2M&VD;>#bUN63ZBBQY58agyMq@oW#ETu#_eZ+x@enrdpY(K=ecmvG3`T; z&_RxIS07vb8Vg^%e&!HHHYS?bo6U}pU8W3?Ho{4jrAx2HoM&|rvM!U&3drr3Ii`wS z#guD$*z=8ck~0zZ4kWO7Qno)B#|$}#*0ml?gDbbV>(}S$!e4b|fP>@1Pln zi$qds><*9PoT9J`0_&z9l2run)+Y8W>3j`*OHPGp1fo?2MNnr)K7C z2B>SDhe6Zi!iIh$$($@gW^-)eJnTf~a$25c2+%xk*cDy9XPj+M;+NKv#ANt!AaUHW zvo0xz#N=vD=jY%A6pWXA~a{ zh0`%pZ^{`nX*JHfRyxj6MaXlIB+n9INTuPyRKhVUp$#k6Au(YcryODq0%~a~Z1XbL z?eZ}JDRIt}To3obygG+X*>#7j?R(XrGc}9$sv>%++mVWsWMj=G{IX4ABbz?^)}}8V zP=r`b`F$zh9AGufRu_dKVCGq09%)aAvqwn?+E4Ew-nbyLRa~a$6GBdeX(TU07vZZI zh21B|CBa*LM_{Kp#7@+1f6BaBlUl4Qb$Z?MND&Yrh-8S_l1bZpfZw@pJ|?XQffA3Jnlx! zh1Y*@qT8M_|Iglg05o;A|KqW~eQoP%r4Af`6BXIZfPe$V!IB{Y0%e5A3=l$O*IKnM z5D}2=U{4VPvTH?=t+HghATlEai0uD4Hwi-%q-x*)`+a}8t=#11+~Dd7kre zWI9}x;K4F7eFDZhgXm!e8^cmqR0fZQqv8OVE0E!XhYi5n;6P3psE>dzzzvUau)|p+ zId&M!8=l}`4iYUPgOG6vC@n}1PN7+F@^8+fB1|;M7r2aOW7qrwB7g)az&8jpQcYzw zpD2)0%uU>WVa@3Q_G55H{p>Ap8L?3d+}U!Psf?-^gIuWq-7|^fu$bgM3w!RwJUC(X z0$5qFe41N00(U6VLng55v*G>Uv!HwpleX6kL)nJW|Nl{{Of`hT9`X30#c|d>Vuo}y zGxmrX9KfHpgDFEbX{r}^79;rYad869^#udiaRx4GGPw9rOQ1h{vZITM@F97tnT`E~ ziir4o?ZQ`YV9l!;;zVZT)eQ4A62HN6o@PRnr?v3!>4%@ivM|cT+3%py8u1IZrTlIJMFqL+Nth2BO=j2boegQ zn+DhE$$mZ^jB;7ZmV zV1|62vro1mVN7&DzQ6Nae(ZK@vLqX?=#MSvl;bMIr{}fn7XhEN(58X*)w%68RDyg4LO=_6vlRDSet<+00+eA^vfXnzROh-A|BotiTQc<#Q;$AX%0{ zwCPvZ9~o8v^p}jFS((v4vW?8Dy|Dc(;+~$$H3K|4f$5;MGNz3zjTd&TJ7#V+yc;rogxj zB3hXS{aNs2HeM!M48{zK-@pJcDSeAFyu0F?j~h8+j9?yB5O?tT3)}G-_@=~YrRu~! zdJ|2x1_pk{V6w%7ovj?;7=o2SoE-#un%$`a1>l{u^{IH)yt~4lce9nl*$t~t`Ctt6CH;--6LoQx8ws}P-sj*nn=&M4Gc?W z7SQfAP548QW3k$&F0tm;=OV{IZ(_%#PcKfYFnFKuKa( z5~OSO*sMZs?1#;aD$xv6-lta~5a?!YfpPfT;Ml*1?+M~$(qEuZ?|SdIRk^`9Yd ze-Wtf)C?>#VX$bT1uSjg40EW1v6%&do^uG;M8><7rZm`j;co+@0JN`AG&d5;ySTtuki#`y|nR121mkd0@3|!S>a`n@A zX9VXBBp)CI!t_KRkYiFH1b8w@WUabg_maNNz}gSD8Mw!uk26k@d^hH?TdTkf!iInA z8BJ80O#Q$RVu5r7)?a{KXKeU63jyOlBDG(efnfj?foM{nZVj?cD%^CH87vL;ePbKA z$2LgGW6ZE1(^K@*cMnh&LBnl7>3arGn^=Kg6&zcHP$vl+PO%=F$?SPL%dv@KhfezR z@~4gitmML;6JR4x*|fr+4e@_J{!Nw4B5eE$;x-^rddSZV5z(wqfi+rX_q97Q#M1LS0sGb2;j>iP7H zEvR+-G8)r487clpGg8nqk|@N<>7fz;mS8FBm2j#)N&<8RfFMu3XO8j&AGuIv*KDm( zs^B9xO6>HvE~q1*6RkkC1r)iW9s{v{G3pYQ?16$#y``u}LQ8%{{f0cOG0N#TlriXS zT&UuH^FL5a!PTEp!P=u2P+P!9E)+VR|0?Pzay4RgY5=MoJd6ufwMron^*y+a8?}Wy zBm{LGd|ZaIja+gYwF8u0jdFN?APtoUuJWO@FXgABlEH1({Jj9Q3ODnYG7p8M@-<66`{kiBFDYG9920}3X9`5EP@@ADcp4z4ak zRd4;*8&od%$c>W2g|?x#gI6p;>7brTdYKJuWNJBvqAj^MdVQSu^N$54i#EFWseU9&M%HMq)!DjmNy2CDe~>w#n>L7emw@G3%!Ha)BWNB63@|MKIfJeuAi(c+vtN}z)^(V{H;Aq?CATr7 zD@%Qm=4974qsDkp7 zt>-%q6FxiAofP7{hqC}nv6GZxh>6RGQJ51CCl-AiqY}+o&d=nq5c3= z-cO+!F;mI{2ZOQm40t{yFDVn$2g^>HBOPPX_!Qc6nl>#4 zlBety6af>R`JTvotmlKUFP!&LJ6G>x(@%D@?I-IQjn%X#!2M-4=vF+?L`L%v)GLy? z7qwsm%O&7@#uMmRMnkX^|2=Vr0fqV^L$k>Y?A*nupVl0$@ z%zeCEf5J5RMFwXO1;BRXL9aX;rQc3tY6?f!_2@VMMe{u z!K{<>KGP~S1=%s#+>eqDL)?wVzm6oc=GqLq2+wFPo&neKX>~3aBqky3g;Twi$Ag>!ubXM1C!X_8DAhJC<58V z^GP8h{}-_&vZBl@ZQjI z>eFUTWIc<@#-tVQF#9Yxp-CBT>$ zEBx6oru8%DHIPq>-MoevpI8nhPD~+d1phBHaGq5p7JGG@X?~ctv`GLRTlPZt5bL2? z$G!*5$`&(2x>+pSA<7IYq}$x+k&<5!Pd8iT4)KtFtUfR&j1O(G%y6?Wvc)>jz+5oo zkzxIn$S^fX21!l3%2}SpR8I=E74tKVGuzhTYI{*wJZ6qKjc1GwOoW-Us zXH1aBY#IFbOf_F6zEFP#M#@ZMyxRX+sSatm&v0rf%M zUFv&gpP~If2%>eEfeVKjm7f67TG*Oe6Yy~3P|)F!CK-cN2F`c@3PUVW%)EC1Z4T3k zOeD#i20I7p$Qtu&Z1xeHK{rH(lmcVBnw=<#`6vmvwH{;RRY2&u6I6g+_wduRoq6zhe-Qftvdg+~ur{n-eA_I`n@6kq8-tWWy9h z(qQs|hQe4qA(U|NTP@ZjWgdIi(s!siTtFX(vD^#>0O03b@LfbiitlS4Y+MdNW@e*f zE@seM1H?#xED3z{sFqpq?>~aXOr2r4UHPEqleSOjF9!Qx*%GWVLVVEK3_Pny;}}K2 z_ya=|;Aw#?4wz(!$1(I^Ogzrqkq8|xkoUHx7S92#morA(x83>Ll|5D2Olz*!%wV=8lU*6s3|OpNXnlT zj$AQAZ@B{=4ObS}9e^R6P7qT_5T>&fZ2p2X1?lQxj{y59Plo5hsR&qE7}o)C9^`q$ zPw!yU9t3`b{R0UW1tvg-$~4(M(V~K8z@6)Wu>*aH54jbhgux~dARNhz&%_zI-NpiJ zgaNh&L{mmvnFD~AcWLq= z{fke_!Un^)d6%gp!PpvTEt?@P7J(%ObOk_fWIq5STVopxK$d|?5d4GO0Qv7g8bidb z_K|Iv>GuLrejpwT?!W^#ni3Nc-7Y913jSxfK-n)L6aDn_dsNFD&hq0|t>4)%h@XIFPCa@El$?w{QSq8A$xM9fF=lIu??*h%swTP?x@$ zf+ARc_&`o1GlHojo^P|JqWTub6G5sB7!d&a9f%2?+EIlkW-%l9B4J}ku*H!P-ptMj zYlk;tREOSMC%fm=R+wNMiEwIz6^7U8w`>+gZx=zBAf+WDB7^)dgdo&K^!T*3_H03n z@+{ge#J3ylIctW9JMd>l#XlNgtm+9Y>1G&fKmyojCZkFL00=$_xd zpVP$VWRnd5MtHhe9@&i(%-9>hm+4|XV|TD0V>8a!0>95;XQcwUFxf1|z)6C1sfigI zL>XA)7<&&hoXWFUnrAzIfBv|r{D%FwNCku9qnQ>MttT47bR{#o+~>}_2lnjM1Y?P@ z&_lm2vgf6RDVSNYFnE&>F6HI~2hcwtxQae9!0gJREDcH;%a5hLEMV1}ra)5I%0T5Ntso@JjUR)$vWcsTa z@4y4Vn>B#8S%V#dk<#>e0i?l#NeGSkh#;*5=*`A9puqtC1}f|Xf)v0HU`eq7x(BnW z49`6jY~eeV#gO910hSJs2i%3sD|C5jDgl_cgFI>$FuK{yf}UX=ROh%OXeiP=q&0$$ zI6-=|OaNX9NKDMOS~viX5MUrK{O8uyHsv!1Qbv1ikav-Mm+B{r(l-(ZanqY+9U zu?7iH{fITo7_@+m2POeHPfV_?{|QFv&cLYcQy7JCXHr6d)5j;7G%iz>#hOVo7=UMF zQsF|jO!_n|VPZ*DLndCj(Dq-kmX^-Igaif?v;f7C6~<8EVBemNS-TLA)KvsseJLGDMs&RbA;Kl%N) z@Zb-~UyjNO?5<$l=bJvW&u;}HG@CyE=_HC1lig&bj1ppOMr@g1aR?wrz)xC$;P{=T z1;`3m2EM=o1U3?9D|x808dyLr0NFgDVS%1JmTv6btf8c}%tXzFitB zAS~X*Q2HkZBEu+z%*^yL#_m3b{qoCZYec37-fs-BC;(kV^lwc4h}}vE^_wAaF6*AZ zl6}u-Zw?pxn#OQGJ~ktW(QOgq6!cz98m5@i@)3*!w7$(^sQgFl;Iokt7*%F=TVzq5 zv{NEBO-65Hn8Stm4j@J&V=&p<6BuDB46(u#2Xr<(h*qK7YUpa}6bTU6VCZ%urusc$ z1qVIY0S6RCIQuenO;ZAR8kn+~FGiiMFjuAbnm9>q3`|eKJZDWv@X$sG59XP#VhWAvNpUpRliHU;D*2e|iX z>{mxTi{GH22*x7`M0n zxHD&;=6*#Kiuq<{4`7~|@A((-#+^U`vo+&6Qq}ZdRxt`N&-1T6tw+Mrze8EVpMW!a zd>o{!j^Xl?hV^l;QN5U4#_BA@KP0|li!lo`Fm554WXQ9r?+3HtLGpWmi2XIq4?li zfOQX+*l;ZP0qQyU&a9ZcTVg5d2rQvPFQJt7``~NC>n5-a=a>xzv^4haodfy_vsW|E z%&F?bXT-c<%s-4DnB^c7I0uIU913tKz@Y$#0vrnbZ&HA@s*^gQ>M*5M=6Oa{=k$5H z=nM-(0fMgT+&D|WTKkS6YG`qUi+`ds)l1&;npwqpz<90rAOEO|^N`tDxK?*J&{Z7f zo0*(vo|$y`P{lFrr}q`6YQsDq{042pP;t!Ry}-l)H3>w;>4O($RBL4jpB$80FTPQ_vNx(}a`_<@SUEcam_{O~@`cMb(O6yQ*RLjev2I28E5 zO99p@&Yu%LK&Hu)d1k6O|3aF~#|(>E0l_c;Q3tLI>_ zj?raU`WMb$4h6n01?HFg-I-b6yTW+kdjEe^-@DJ0s09ulSVhk1WN!{8@vV4_cUOMsrp_oEa65kf#`d$VTq~w9^wUKR1DGgxMB0D z^jo05XVTMzJQm)_IX*=J`urUWJn>Wiotg_1v~Mn<-wnfz;qk*aaDrxotpLfnCm=YA z7`&;2g&hP}BVj*WfUA(Pdm+FO0&eU8q!0iR1BYQ$Y*>#bb+yDWL5L)-ZuAh~y)H&@>pihqpMvfco$uSRb%oI3xIv z;9w4bj!Y0T@=yjSpAHHlT9|>TFo39-0y+mcFi{B`P;8<_0D(_04hquo5*RZOJYWg{ z6;q)UAPxs$%K*Rv?94*nN6hg!3}(RC!mUq1l|i@x2wedIEp!SX&jjyb5QI^62rgp2 zgpMDEC_8HmfNC-#3mlMCxeVNgnFUCN4VeKOIR(}Up5}zH2HT^{@QEsK;}g{Y;5G!W z2cINpg9C9&cE$iG5AH(1^|E|opqQA(B)$WHJ0MhUdLbB%APx$OPZmU~!{Uixzh+>% znTU#^$N$)wP7f9X-@z{1+hDmL>49bRafQcdUJ)`7q5KawZQO&?tFYmHSWO(vT z9h&g-OE@}vk%k< zM0!2wVG|Dq&qJZ)1ePtB6fI$!Ay5dO`zNgDCqOxPFum~f;748tFoX}a{5#ZgPw@M< zKLDtZ02C+3$2~pg1FSg+odh%491t`C07Y~l(b{nOD*hu_T3}H~;TLF|tuW z$e=YCupo#J1WAHYETTJ@9ScN5u7d?Wj)sJ7gQXzk_KUXLLtv+DqB@vO*fnDl6krV* zPcX$H6C&g~(m!|@)kI?aj1cg-H5e6+1Q5yu$%T9ZWwK9XZDVJfl>JZu0_EY6_W}}N z@_@XB2jnm3;81`=0S*N?6yQ*RLxKNI3a}O+ttM=fUsZs79{aHXsjBrA1V|)H2Fp;l zrGRZv!a>v_J|vq2j1vUeXkfaR^(+NPW}pMyDHJHnvl1VHssk)AQ$#o*`P({bF*Pq{ zH6|if4%h-c9_;Xf1X83;xzp?ey8yK1zy_$9gRLt-g@7svQ({asf^RcWNEtQV!qm|5 zKz6jYwt(4qa6k!xQQRQp9H_O(_8NF&kWU3ZfT7CT;%o)&kjz1E z@yRhBy%{ZHhQZ~Yq1se&)7W&?|v+{W`7N_6|vW|6k8Vp=0OPuid%ffE*3TfuvZea zx9XvElG&znDu&1b)PYPwHTb1&-kO1fA*2gJU;fkm3C)_;fmQd~@b!klw+P((zE zip+@Kfb1svUm^|{%^(iPf~LSq@1oO$mGDcjh2AZukn9Ak#2{e-Gu(DU0B7t?&6I&* zb_8p_y{g*4R|GRLObXQuM;D?oKo^${kfjOGJdY%$u?2ftfxLAvxfBj>!APkFofCNA z_rinp2VX%%KIL` z`&dBUs{Ix0x=3z7mICq;z{Lpx*%T)T4U%+gDwLAlbLkbrF{LBu=|_%xra|1hwLsE~ z@8In}foo=)*Lu^Dw?6=Q2K`9cSa6K-amwkxNk#@KJ0^_HADWDz%^uQb&lIxoZQiqY z3z7zT0_cRuuOJnxqXiUwk(@XHPk?~0=xPVZD-9Ebg0!$8Cos+gpt3+|fH(k2cOg23 zo~xOD0|SZ$L0ex%B0HTp#X;h913tKz@fnZ3l#X< zA}=GOGF?UlN%Q7G3@rTSIe!@dzGDCjKA4rO%*Pc$-5AoHG zb7lln>rRnRKLk^62hWA?m;h5B#~@IAm{k|SO@mE?fEa4V3_qabs;wc?+VQx}*N0Mn z1C5oQ|3g#dr1f|b<#P9o1zgkm5A1sslRpLO}6MCE$vwn)>-%rN%{pO z)1W21Ff|Gb3H}1OBls31kDwiV2EfC>3&lq6g(v~o#{udeUNH6bX+yn(&-j&o0Y+iv z?p_I@Mx5g-QGlJoxPi^{ty++oZsJ!a_MO=mCw}03;81`=0S*N?6yQ*RLxKMp3b0lf zZ~imb_xZJx8Y7gT=^EoThL!*t(|1-4aG~{bi;CSG7J?x}iDjV_Dn~k(P zq0W8H3UZ#sp#X;h913tKz@Y$#0{;~hU@h$~o;wGa$G!pCKA4f7OiL~^WeD^8XQmEW z4)-9MYyM_Z`h^dKLI(uuxE-aVggh7|qG#&(Xg5%1;u^Yl0JQ+gxAAd4k9FWFh|v|| zv3F_hR^$_vR55lI6A=>uP!@W6A2A^@A&J=qYZ?4J)vp z?$7|$b+9n~z?)%8umSu1B1myF3y_J&!i2!gJ2bH?H`s(5XXgwyH->%@kOjsB2e;}5 z`HPT*GB8#XB5;_X8+vvo22P#fOJTkmrjr5i9#i3Z(|zS(qC`kn8Y7AFgdAjxgZo{3znmM6zPJ#O*FJTrB}zC)>xxArWu$os=5Ski3m zre|?J4IZW$ZM)y!I4vMhj5}JFd`wU8SUDv{A=#5wK)L5t!0T;VkUQ+r6i#&yOU}Y$ z25WP~+IkIjolKK2zPCwEcyEY6meOBzV7yi!eT=e$qLw4pN68Uu z56^M6Yz0eQN`5p9DbOLN3t3>an{w@)q^#wYiU z#_N>vs2^&UAuZ6)^FJ3{BPJ29@aDRkyjAcJNl)tDJ^%6CDE~Z#qs3W7>&Vq16!|+k zn|PZAsCiEX@MUlPe8>Yuzt6vu#B1(8-vu+m>w+1==k(r6Xp1>Xvc7jf&>Lq|{B*d+ zp}0FS>$saMwX{Obi0fc&md>)0cE3<_TG0yus%rW`(Vxv2xmwB`tE%40XsSm+wV17* z;9?`K;*!pe``(qkgVC0OsZIjkHkCyWcn$C!&acJ{b;qoe8{VgP+6?q{X1g}7YbNax z)c3gS-{WgFxU+1yu{pj)IH0E2J3f_0tLZ(x+>+KhkXS#&pExq0lc>D1LLl`~OJnX8 zYI&eqR=kdXQ;op<@W-w~ZGI_-Tw5B(%Vd)}{SGzh6<=4es%;G=xyd%Cj$PC{@}_Z< z`&u$VyX;k%p>E&)R~YT&WAaJXugY}Co(NZ1UE;fSW z0zzR%#otO-_CCKvx>z`-a&Lp@rhVROJ1*YK^(T7Tl%cl4hqLb0X zEwllOpTo|v5$og~?=q^wgJpy>eoAk8CP3UkBzGSx&OBS)8w_}7+&gwtz_PaIQr((? zv?HyHl@p&|*Exd=B46BJ*6l+nPgPn|EpS00^q#y_$Bwn-huod{oQc)M-X!5Sw6H^C zxg@`{kJ81uGLNX{NKiuWp=E~OsrQ=nEG#Sze?!D|_$^E&r}C5-Vgzf5n4@Nx?@;ffeX&GJVoSCtY1@tn z{|EA##qTP!FO|o&wC2;egsW^D9wjO_MEa3v){TS1ce_hQ^|&u*N=l}PiI7uY_7CRf zZTNR@=qV{>)i;3`qrg0kgBDgMX8FYAp} zW36h(NOgin>3;mF3S`^b%v9fa{i^DPb?JU<&kds$9_Ka$t{Br!&K|N$4jEGJ-BK=R zYS(_KtR<5FN^)^;iL@21Ej_K>7< zlWzT-Uc~{AT0*Svxnf=Cfxr4L9EinuZ%QtEoM9w+$3K$mnQNJf;A8o+a%WzDV%wtR zmWayo$k@GV(dIb=scz#og|}R(9_VP=Selb}OXv}s<|1QWiIPYgT76V!xqLxM(~UuFHW#ODk#3stkF6A`@&)E*gUIf zY473vg26o3-YZj9`mGM7shfy8yY&^Hdr;Z-6Yh{|ZjQfqoO{(|sJyNH1r(9e=aL}!H^QgJC%V@t&P50gW7gp#C=jzkCt=8+&%uL2jd5<^B zCHg&${fVZmJQ`eCG*97a=9=gB<|mR8P^BHb1q4h|C;C^a0^H~0OiEs)BEOYib0ZJ^}_trXj0m5VVKJS85y z#?eVIJ$fJS6}c0=g_S}1J-3E87054*-D~=6eN;a!RUB_lj^Hu6D(@2}YiImQ2AkR2 zGonA#|9-sPkIO+`TtlE*LDE@#d&(VW%O}eUF9~W6pJ~zfqje&qOFg%`2G&wfhLm5c4A+g7m5vP0yCP%XoD}#bCihbsinb$Qk}JovNPMl!l)3M+tcj`7e66Xp=zxa}n6C~kxfNh0WE3`Z;`JQoricWzcpa$#t6G9~-?lesrDWX6J$4D|$`6 zE`n#HRMmK%WEu_(4Rlhmi^`ArlLlH=3m?p_?rS87AL>rg9pzQGz{~+Jdjhxb}A^ChV6BzkUdX}bi1ZLS$+;02lw<_PIyd7DEU>g1@;o`-0g|9)~F z#se*r622o#)OASR7Ve`a_n*wC-zltQ)OS^ZDCF)7{$XO*BZBwy% zTU;wtk|6rRE5xETxgW1kD=BFl-jKB~TbSf-(%xbmXe2f)G-5k2Le}jtvLuc_N_4ff z>yTO*xN_7xU%AZVfMxZwK3}Cfc|=TD^EzU%c3yJh)ygOH(`{SwnktI83!~A2=adZDN=Nd!!c%Pu z2TLE9NcAocw13tSjXC2XNh=|xmmTw?X2k}`9vE}Sv|a?0Yv__w_+DG8{Nds@=k!w! z1@EC^@s_JKe}e0DBJmKwL9gH{0fV}4h^e<4e3f0zo4_wG{}7u@a&_8%UCRzhOm&baMO18SFfE1x?+{GS}yV&Flvw^h7(7&kT#EYUd?M+J+3y^ zWklMhFHDi&kl`~Lc==wKZ!PWQ;ab{a#qrSfuA~jA`EN_8#bQdUugLZlHT3MW4k?c& zj|jNBpKviakayIdysc0?s`DClQ|>%WSWw7{@PO5^T(|P1$X+4}8Dau7>QeNn*uuc4 z;Q!IohH@&c&P3@^2cGY-5*)KOTmL(pXjU{yPq`8*KI`>{E zSsHD&SZ4#po4cXt_x1Q(aV~*?#IORL>?`7uhUn9$`3COVO+_Dl`~-(%>7O8}ILJE+sSUSMnp;_e$2AJDLuU3gcUx^Lh$L zbu;!PJntwcVK;YtWW*x zH)3nT6{`nI=5mxmLz+X_xf^~;8?n!bkIcJF9je!-jxDTE@G5lS)fGTHC=8{#na&w1r8v=$DWJN_f&Nrx#$@sRG<)cYDi&VX{aeuZuV^m%4>$Ys8CjL$TF4KDr~r%hMfpw`QynE9bq& z-I7_-n^z*&B2eGjbWf?Hx;BrXuzf@7FRiq13ktXsaW6U>z8A7>l*d!4@%qhI^z~`a zUT2iIgzy$|CqK?8+n-anDaS%REXUUT~t#y%SS8ttM z>XD9rQ=SezGN>uCbtX$w%d#TJ7eAIYx`OWgtA*5grO9dhU4!>Cyb`6VNN+e@%+|c4 zel4*um#W_!zx-~lXuw?=qH27ykprEF-W}0*`$BnP$Yt44GO{~fytf@mfG#rt6~c&&O-hD6jGKn^?hoFxNR6&?Vxu9;g~=Gzqz4` zn!Nnzag*-U^oUKo;_C?;GjbY*Es2L)3w@hvGczbwjY$|sI?@W@B`tye3l1&f9a zHf`wDw}D(5R^4wYu^GhCO|BBMqc8uACAn>O$LLz-ziSXrejFC+dvs+WerSLi*gqba zW!@Ty?QIHgyyKUG_P!sx@BzNS@QQqjmF0Z_esih)3!C_8C+FgYNA{Sfr__??1Ue_l zWcsa&O1GsZlX5%CEeRC-9VId;R~RcNAa+*x`L@9@Jt-H{H_j0!tnQ?h;znl-ZG9R_l4ouXZ?MU&JHfdmAKs3SvWbn=30r zZj6enwpPe#WJ#6DQQ!96JsnF8CaaF7A8b_`k_5EusGZArsFZk_WZ+)&P4e?1nnQxn@B8y>8jR89`85KuhlC@@yuPlb zF>VF^1se?=#*c;MR)y0RM}&Ko7}y5)kxKD8&Td&H-w!s#25t;jamy3E;omk7b7a5V z_7{INoYZJGUmYy(f3z(Rr&hSY(aJ@wbb;iC9IRd#dH@W`?G&l)qB29#v9$8&fP@n6 z0R?GyN_J&VGVW<+MVdt;MO@#zM9%%h__#$2_XVnL1wS^t*Eaqc?>?izrfY^Sed5lP z%4k0;{$>ZtQGdds!W|@$QTO{qF|}49V$bC_g}0B`9xNMmI$JGwB~XfVBUn_FI`pR6 zT}aZzq1Ph1Bzke!<)LfYnPZ0r8-4X@FEt%-L4m_Bbo8B__d2wa-t01eXw};=HqIMz z&8>;AXQ=K>V({$)9o2_;az+NK-PaSl*QeVwM#^Gsd3;?o^ob916Nl@@tU7a3AHA|G zlPN5;(b2y>YU$m5w{9d@D)^9$Qzp3>(buPnxUWPvto77c3xjJ5dEq`vU-aX*_2y-p~FJ;wox>P@Xo4vT)=*#SeOT4Z+0!Gg_r34OF zZaG(P(blZgNmCH=_;p-|``P&Tl2s7}xXd9{-Di}7h(|&PZ`bHsGIRm$#6O zRNYG(u_cl5C+{~)siTjKjM(#w!kj}1Lp=l{L-P=xw;%+HoZZ8yv-e<198pdOt3T~(xW3|8-~ zWu1KGQ2lN~Cr@0{pXwc93;U`soct}|8yoKBG3AOz0`n!Lc;EW&zHZd?L*F~ulS!dV zkC%q*oVV;>dRbymn)**lx$(v{C+*~-&C4`Cbp5pKH-3#=Z+DH$kKR^SIe2!ZvsMg# zt-EMa%=7Q^)%)W=}!aC<9UWe?b)tr;avyD*cU$2c; zc=qDoKK{p6SP)+C-y?L+(X4oXSC_Ao&tI$7b>)d_1Z1tN>Rx3*HBH%c$(!)*#r0ih z|Efq_BImg0rqmiPzYO%@@T7BIZ++fgowr1=J2XaQ$zE(IWfwj76zfohU z*TJgj!*Pj;nl?uRdG3(8wYOHTEJz)+zmXgJV|!YWS89z*d`;#NUv+%Y8NGVR%3}qN z?@!&>r?AAb`n|eR?kY>S{{2<^9uB>VKdL4d99M;p?Y*U$ctW!394WGT?`j1FTE6Sl!n8)ZjISRb9?+8RFV{*TqzrkLO1PLr{o)XHP{QrKZd6 zg{84gL+Gl}ERCu`VqD-xF*!H0C>^iD%9w*uaU`)dcjd)9ea> zTv~>SVP#fY*J{>RP~+aI?5Y>u8e@Lzx7_rHm*(r$MqHmSG|((5`1V%u{GpP}w5@Ob z)4pAp7k~YR<_}wQlCIl~3&oTTR#e^^l_;f%s662RS;AIh*I?ndYvf4R|GoEH$J0(~q)?rtNnqZ8v z-*0-l%@yw@E&Ntk0ap+_f2FauzlPSF5TLHIn@4;;qt~Hoz(i?xH@!lo^83+n^5P{l*YNe8l>MmtZ=-` zwVWPEkm>{4tXw@jqipAi^>04B&2QV0Kn<_{pB@g4JT@VqGml2QG#=90T>br;?ADy~ z{f|-~T8ic!o!3E@d=d87+WO_BJY_9{`%R~`%4*#HtG3FH!|CU?dXU{M^ob`ZV^?B& zjbmMSecEqpYFt_oV%c0Anw`Tu}_E$ zeaFieosz5uMN7~<)Ja*39<8sWSXNoHBd8r=Cl_ZUbN6~we9{9x7{83rdAAj#~ zgpJC2!JLx*F0cKkqu0q9t=^*dbL?RI{tH_lw)dzfH0hg=k}e-N_S3@WUc76L1qO5P z{wm!Rr{c@^SE*hw^kVzya4VFNh;P~(rL}xYjF>|V!hr5$94R!Wt1Jz{@30l z}Y+p{prBA!yOjq3|)#PtIBILPFj@^ zVjm4U2QA!B=>9_sV?-6th<sfJWPQhSywG3?s$_t}b`LI>`e z`dN+9&Uy4sM=?fT}sQEg4)-U z$sIKtTqyhUh-5{%tPMeK(aqyyip%evHK^u)8aJn`rXXaGu*`raSE94*)4j4>?yiwF zj<#_v{8+v1Yok;D3W>uNTWGcIZ0=ul*V66!uEW=HS9ac#wsK0)EzOrp_s zqeEvhlW)2Xe|zJM@(=w5XK%>6Nk=Prmb5i{w%(0Xy#C5}u6FVZ?whLD4Fg=p?lsh8 zi>l{@ojh}Kq2m*(Qbp}a8Rza5WM}euoO`(CjXI|vDkE{%%MIsi6^EnU?XOc62D0zS zJo%jzX6!UC$Wt+fYX`1UPO@^i+b2^*>w)W@Dz7~`y_zxi%N2)Gv~IRXZ*nQKU+Iz4 zaoSY;sePODw!@<}T<&^TkCQJd-U?Mnr{Kpzg5wS!BJU&?JRB8wDDOpfTGA!6{&0LylQ?Nfs3!l@s^#~hB==WF`q26nMpFZ8 zN;-}af4N!zLu}LSXHCNW30ZQ+r))}tW4GQ5NWXJ~n&Z7ZBC~clI}0CI)2kI4s?^+N zSNeYRNvYsyor~9Ta_#*wOG-%B<@TdB!J1uHS83*$mJ=Ov8#}Xest9j|$TauZBXte( zu|*3Bm(WF{O{AXo#uTCYRq=<;Db}nGc-wUTob7gjrxsohHX1&Nq-~7rl6h81J-U$6 zZ`|TGTA|VC;SnbnR>))3nn}(e*bb_f%LK?&elK}51*=i6>Y7B|;ewADCH~%CAy9dJ ztgM+|E>HgTNZ{(YA=w-9L2KG?ChxWx60J-c>t3psANSJZFwrr=$JA7A*fPOUBjHwq zY!V?cH*NcoyucLO5U!4%jFj#nk?Mur>&Xe{`rp!0?kE`0gz=>*(ZXsHv?9fpVAn85 zRS%O!y-j*A(S0VA*K=z!lMTq+sh4PprM<&aZ!gCbt|=3!$!?o(vL-|1NVK;}W8Q{p z+3+?&+;o?#37 zo2Ezj^>WKdy=N84l!Fov2zk3(w0z?thf{&E(5gQc->loA*V0hy z>JqhuVCpxFO;{ZKD2|9p5UE;f|ebLl&v*S&WRzc{s*j|;`O?4Z{wQuz`wC$5Z>(Eutlfq7h;;{pEYOdR> z!o4Fc#U6|I{9NNw)6mo{z25Usl`Sq#H&V>tb=Z$5!eZXVSc-2xahyM|5|jcp|!HG-F?k2WbzGZigMji(OdX+b&TvIQr2 zn_FvdMZX>hH5Gr1Z>M$3@=6X4yITz!#J@Mlqh^hn{z2BIUDG~d7vA>9Dr`*orbW4n zs;kgbx%FH*FLUM1FS=eFE*Grc)~DRb9cv$`wK0@89o@9ba)V1rPUM}Aw;Ha6a^_*9 zZv%THQyZ~mJ#H_;@Vgon^K@^7krRf_4TV$4eex=D#5C)mm};WoaAJzoy|e|5+*TvF zl(JrrCXXkSuBL&2;aa(FQ%SeHxw&JtxlWR_+fMSPyyIT3(bPBH3Uaq(YL*Fpr+v3l zaxhgrNBWHAZFFTfWjCRDWqXn7dX;|XH2uc?a>8DYk?R^A{jlA^>q@sN>Se5bwm55D zW6C3{H4N znCmFEdmM@g(!8}NO-(j^ao<&JKw|p8GH+iX$7IbF%;kR~5Jqg@u_8ued}qN9?ziPS z-)M&{J3iE~lUJ~3$D3Mm;+m6|u2F3cdNJ{a^9e!NxFX!|K`YO=NdC~jGo^e~e7APc z()LpH4G;ST#AK&rJ@VLqO-%8ctWht6({eYupIdqDom*gjF4E}t_U!7K+u?bRURimG z{j{MZT8`8pzBxXNF9B&k=`t9GQW zIV`RvP;=cisee>|xK3_Q>4_(v-K*kWzxJRQ-#ByWyZ)?X_oTe6zbHcy;qJ`?>N;*K z+aobI9-SBsPU=k^bkFqUYR?wDv4|=wLB&3zeAi!EroL+Yhox8lsC;#A|6-j1bP1W1 zF4P;?;X)}FUdH+je=WuIfu#g{{e+wSk7jq9B)l9MksZ2YUof-6=lYkzdsGO2FvwxN0J z+{a^RFK+M0UOX?6@A_6coUjUQ_-#0mcW~>ojCt!WIjF3r=td^v6VBI|-9M?mr+DvB z0PR)pQ0|%Xk}8~|cZTdUNv`$U4kJbbk{T|2wX;Zei@BZGCLOEjUEomng zHSokV{JQg$yQ&4HZprp}uAW^Z4q^THFhBd!E$&I>eS+)#R*<}N!9oMvtp{jbg+5*(EkkW92cPaD_lYKzck58q zE>z|0N>~(DRd+%)D?1h2Id4aWORkNiP;~$`BrAz>a`=JkMpKn7t2(R;?2q^zog4Dn zwCob;mVH8L88xo#H7}1>f6?`$^P4V7=Hm?{lhuZ~mIyjrT;-Z8_eAt??U5U~Hp|-u z%DE3w`kLJSBoqv1&`ykZKNkc>4eK>+@wq-i_(gKPH#}|a4QOL^WNfp?@8PB8=!%qv zH|U6yG^>I@uhIe^LxVLI{tESlqTF2>5h3Bk@wPH)h1c>5ug?UVNWL4c;#nF0v^d41 zuSEV`WJs$@>6Y_&y^PJ#)Z9V~3I!eOcHKDfn^Ad*ClcX%g@u<|{?e!}EU~z%lzjS< z_wO>Mjxo!UaQvA`k;2O?+TX5o|K)6sR>W4*^LIV1eQa0jL`1&6&^P+~x<=`Y{WR+> z8daft>j>_ut}-nWp4O_8tu2m&zlF#Q8B)y$W$_oZob7$m+%zJp!k1bUo?ln~d~e+t z!6&RyDIPZL)qomR6S0TB_!!>>D@p{#=(Kpv-jAv%rzk3tXyVN1`mWFD9 zPHEc$1zJ`WKF-Np)xEy8vhQR_Q>R}Ac@*E?e_XZPyTl@@2Gi||Ug+c&Hn@!}S=y#r z5Z@7xHV|7I?ZbuF)4y7=_<$<01;0{3E*eP3mYqk(TI90L_Nr#(coSV!c%NU@%n8rQ zBepnJ@}dn$5>JxDzm*{puE*zoCt>0GB4eXEX~~U6E{P9r?M@V0-p*TaR;F+?mVhB! z`l+kLoykmhiRma?Ko~~fNXz7x4qsv!MPe>_^7 zsxp^$OTqI8?Z5E-`rYfrkL=6D`F7kaw;ha>mmM5Qd+bUR4u2^$C{`_JBwJHcur=!` zHm)nBn|hIuPL7{Pd)V%#byLZW$MEea`abrt64phP8fcnBuE)7QN=^~e?x$$_DO_te zEYBoY6;`HMM4b^7cdyu_`A{{`-?6N(Wlf-^W4TsKlX5|Gc-uY0!1Kk}%z>-Q#j2%_ zjti-}FI$HKb1koJY2IGZpIdeiEotk&uwFExQ*%KU4MFNjSk`x<1p=w!kXn{fgUR_x0!@WMrEct@kla0v% z-9;Ut-Ofv0TKn5Zopb61lAFBWNcOj7yX0P}`SWJ>%2sMSNhBE~&>J^;S|MFD*+_~^ zGCO2A*W*Ke0)y&V(kFdxU^sXnH;#K!jm{O_z7kJJE2R@0A|Z*&S#~20=qr1N%sUF zJ_Un@v%}chV(@s>0yn=NOQ_!w^{AtWmHC5gpC;0qUk zjR^s1KHSpJmGM?hM*wpJyG!#aVw^0H{SM*Aea6<-jP0!Pe5PPSKD>pw1x)q@zR?qj z*&W9@;%xDJM6iJh*x4Fp62oJ#HX!jApCgXX&H?9SVFr_nnPVIeb zUMQ5a+TdGusIM+I8Ei+TS);wCUj>xn92^R8D8QirhXNc5a47IULji#HDOKCgWw+vy zyR7Gtbo@Y@ox$e^FL72UahfpoH|V?@sFg!4=1aN^sYXACPzfsY<9%i*RSw|`33 z&&gej4qdOQw=_FSDYT;XxXYz|cl5P8607&=oRx3t-+T)lcQTB>(AvpTxe=YyKGc6e z)?Uc8YwZ*;3~xK+nm;KrI7Z;wd#yl~IvW=i@R0P(5C=x_+mMnP^#nu(*Y&#lf7jckkKI#U)m8O& z&-k8GCnPUO=y|PYjyk`tSx3+X~~A}*~? zlFkccMQ@9(&(e+Qf2?Y*zC){ZSjg2bF|Eg@s3ny}_iksG&8S;hG~rK-V34VsgN{d8 zfo58WWg>2G;u3!426RY*zW?=b74`KII|B0SZeKl3?0@2-9v~jGV?>|HS(UB%#$@e} zKS$*O)|fQ0+u%7q(>EMerrlC6C`adhHq=x6b7g zZQ73)*yF5MB!+Ib39b(BuDYyxW&D`Jh38szGKD#;j}wyX<1^g!vz@pD%i0=-9Z%HM zc%Qgv*${WjHNF~`!K)t`)XKK%kWEGBjU%HD&AVM5?tX4o(v-%~lv{OQuj;US6!@_ohM`Om;P1JS@iLxH%e6y~W{a!YAZlZC=M)Z%p# zhdc!{YmYwU(y$fo&~Z;~y&Dpf*nA;P*_U*f>6Dy%1C5`_7XXD5%vCSND$Cte-SArPG;PY^)$EBi!5_shgs~ zD=emC9osp4;;kvZ;z@Csf`Rv-gLU7ezNrhZRO-vT%pdyx!JVG8PR?iA%Z%=lm3M9Doai%UD9KXc7Z*52Wweq4nwI#`V4OjIV;;WrHat?5@ z+S^Y`W)d4Yv}`hSE;Eaq5^ffnXlJNT+1sw1T@xg}@)~=R*;G5<^JOXZ*Q*;DB6@Zw z6krk_7Avfb({nC8mipAM^X-Si!*tr7;X|xkk1qKstcmknvxPSHfkQXXWadCqr)F~H zEq8^=5a~Wm4gE5a!L9zIJc6Qb=ITY-qCAH>GkwcF3QY#PizTI9b=NK(TH~`d_PU9G zeZp@gJ`y?j(c?;)d$r4YeQ{=u{t0cw-Tgw5Q7b0R>3;N4{;p=mR>Lk}1D@pla+wE8 z5cKRk$`i+0*@a_>tEs1#Tg1LKsV-#s&=FUsi8IfNh1%Q_FBP~7$E|M7bc>Bin-Cjf z9~<7Y)WETQ$h9GMHTqay4pWzI`pvC{#y|i`^$)xWC>KaP%FV7brnHKkd-#bck?r!uA z>eVlfv+Jq~=hjtyncx>B^rfNu%iO-S(qx4K>`Vqvjhw0J)j@JCL4u-gP=fVDNI?+z zc?e)u-%S5@I^Sx_V1CrMkgEHl9x2zq_xA#Ho9;>e8j{laW>6#6ce_E{U#9bYM;V(A zcnXutjyGzGn|Gr~ssV+AP8lYefJ{RCBaOLn}c~ zdP;9gEXX9Lg2vlg5Fq+(-w4~Y5HLP?I7Mp$2Bbwp!MV>!fPK@70u9V2(70)n2pl!@ znl%>WW1G#Y;f&COfQQPY6)0)7}*+vNgR=oQZ*o;4#^$Z&HHmr zIvDVZ5_8e=Cv))ZP9gHE2_6WkP-*$+wbZM~5kUY!06_pj06_pj;8#H4U!~>rx@1~0 zla{M#{RHD<5<#6c044)?NHE)^urRVoEs2z~Ym+B4ZR)yY=JQm-oK_%lZ^(t*Y#t!G z12Bo2hnfeyfNz;bQ&cyz3;FzS@bMosZ~ohCoc0@R{4JO@yci+DE!3c(6dq2_b!>zI zcFDFdO(&Z%Pv=LbQe|T-?lWWNPl=Mzcml?fl=2vmWSjvY-*{@8WEC`=Xc#0^rrec! zGgAXlcLI&JLK$K$twEqtBh(2;lo7_5Ov2%8$s}$))1;a@ZDSnPl5}HYV2_Qb@}Wx&Q5kRm8J0aM+FoW|*H*J=C6E zmJsm$qm;;m)Azr$aapNIUNt>Q#SAxOdY-+8+GEBMX58>P9#A9+H_ElY@GrE4=z%l# zZ2pDRp!o;X4oaeA46JMoaE@TYdv@;xE_;RqSZfTf{D4~AXoepBOZP$vFl!hl2{N~( z$SW|rMjIHK!g!%f&{(R=AnZj*zOZ{2xMBgT?kU&4U#ARnaDpxHI^^c&vA|lHOn(5H ze1d^KVDD%!p(y`Hnsf17`spV~!TgKEP8|8wqE=J+F7{3^8-azqe75I_(>5I_(> z5I_(>5cqFJ0Jyx=5MzDS*Fx_jt}`uu$Zne>z5Cd%0}FQUE!652I(hPx=gZhz^RCE* z9yt9}Xzc@5aXI(!2V3Y6m}pzFtwB(aQ&$rZ#9<$@C3IaTvSq$v>&i(R}opUp;Z;<~ms| zl{ztg-&*g&L%n&s_6@FyiQDcs>DIMPbo5$(OVI1?wHy^u9Q;-ay7?V-%5#Ly#rF2-TM3K#TCzX28QQ_&#Y#va z3K?2?Y1Y2^a3@iyM?dgHN1srAZcuSq(2bCZK&HH?o-(alh9_E_ma;{(t{Io}ibr$g zq;Nm>VB<);^d#}MIY*$V|Ep6u9P2xFz6!pU<(9bPaWwmzHF;U*doMk;=~j(ecWgG?Jm&~72Us=fo~wXt_B4|_Sg+m@}G z;C{OMT}8Oyb&vSs)^MI`ylbXtzDUI2CHz=?$QTPTPxx`uCcn|po9VS>jB(8)eHR9M z%dg^gii81h@r#lCiei9{K@8xZ|O^H+UqtJOeUU> zaZ`U3$?P4!Whh8bl12YfmfO)sfABS#dvS<(+(_M&pVsZ^7PF1lt#`yxRI|-|(6;V6 z6VdtJA^OaQo;nP^w#o0UjH23D`LPn)zEY;vcTDbj97UBe zcp>b5FRs@ti8ntSUmlRvwcD$zk0Wn5|Lxx4Ki?Fr7Y)J-g%dX&N)XI&vwLu#iEg20 zpMyw#ptg!j>dsfMX;m)i=|2h{k@9yvwA^yt-=H(HyCs@l z`}hX_@w$X&(4oyTGJ%e9;AyphCR3t~{_;wq=A*XeTPH@_IcY_lTFRP&qRpNS3CFvi zW9}QsQk7flbE43ZqenPmxx1%#O}}OAiIybsd_xbFjOb_%-$vgPbxj=gqXM;0C+JlD z2QM?J#yB}u@Nv}SX+3HtGUdb@Sk!e*gmiOxM|^nWCe+i|)FpDwy*Rpi)G#Q*R=v4Y z_wuVKZD;R?zjvrxW^S`*%k6C!)V@otbZ@zI``tT3O#?N_J6iZ;45H^i{?Jve6;5R=vG>z&^EVK6$} zBCbnrpLRf43{P1iUJoBX85LdLaxZ5%`(uBq)V}0x`To)2dZ}sW4cMd_lT!6wV|+DD zh8vxl1k#6&nq<2fdv$bm4v7y~mWGHd6fk?Fo6ekwktv&6Da{aD+a%mcEIm0TthseK zrgUl(N3OQ()V9gYBHyLz^g)MPy~HxsRSO*I$}?*@@_3L1)<*m{mr3!7m6}GhW8nXS zQu)J`us8X-r5zWZYm_{?!&~)-(E0VTC#T93!wx2TEZ?voS(SdtmSuMe4kq6@d-&NO z7nLt(qB0jPUnOe6WVh>z68`*wO?!nm*PX66NQ8q2h-H6VpBu#3(!0M$%26Rs<56Y2 zd{6>s0K-|aE$ryF;k(65f-5+MSJo)WdkF>gtBk#FO7d;29j`ra#w{ORJhJ0f_xN!E z;#;D*;;>VHnp47v&G8FIq^=0Rl8x?7(Vtw&D!;YXzA@?wt&OMf4!OG+jSFE4ctUie zL)rSul8S>;MQyQiR>!RhJ`A|1ru3Y>Q)w$B?{zeXQREF)CQ9(V+*y5s~%w@>X8Er^Y9|C98U$n4|2bWOXxzed$~Ib(G9EhDY}mSZuRO#hi7H z6SfqHl}?afHOR)2-KJ9PwNXAl0X_9(`}10!vP0>K0x37*?QS`;#R$CaklEXh_qedn zF(O+ctYG(bCG{~oeCz1#=66d>gIT%EE7M-Eh`Orp(0u2`IU%+*$b47vxtg12pWZLO zz3Ta~wC6U>T>PmqADD-y9@O$1^Y!M&O?ANPs2?gQrct_&nwuX$bLu<)38UXSB3Ye8 zwJsn#jZ#&p)Z=&B%I<4nC#-{1aU;*couW&H>-KAde?U3<3Ck!Cr+%+f^uIvqIESPNY4FA$u9_q%4qnQ|ggA0kW4N3Vb9t?9?JpcoU@o^_a!0 zsY>!PT)=kjI4yJ+TwV!XiR@*9T*2vD$Yql>E0hQBu^!?`OWg`Jfm3FvME}4J=mI!h z2bD}|i9uoDlm%LG*JM9b54tf!$LCq?hn|2*t%3FmWJ*G-z$q&v+Oa|g+D^KIW=?_z z)CbzGftD@2a144#>UQc?<}qj&Xv+*aynd4Q@is1^NKAG!`2us|02CyXFTaLNwF zzuaRCtpcY^&}b;F8DsU4 z6q3ozU+1u$w$i35!9UwkfarN=*XF}p1^~A?veW*Eb^DobsPW+k2al!(Ou%QishM5| z#_CJs8mbx0w9z>TAb0``Ok!Z87jib*PgdwZ)tF_?qq}$JQt}sp7jU+M6(xVAsn@8= z{m*NuSCJ!v0D=I50D=I50D{1;fWYj+o!;EBfS90p%TeqkyAudPLClLFW+DJ$!4hDe zvIAxfQ&U7D9f%kNEMb7yFpp#(vWV=_dHN!mR#1gISg^W55v=~BxYZ=5$XN|n-~c5s zm7~y18(RY-9I%)$L|LK@tf23dBmXTM?;GFXr1q4Bz?}5+RZwlGfywtwHu@=k^|ZM+ z1q5;wYf3l#40if28C?Sz%#kK)E~eT)2U8Vv_?(j>OclHlNI?)l5I_(>5I_+4#SxgD zsaE_mOf}f&Yo@wThpcD+kC^HKnBvXKR5ya>2Q$@K6{9FykWK_g0RDFb$M0pWduCUq zQW^2riC1=W^HCJAl7fMzaZj>q-&gVil4&RM}&9Om95YqbasNLMWq#6Jc zIRptBHI3j;)#5@>{Q>mix!7^-9PGF}0Aa`A4MPfo0D=I50D=I5!2c8iz%c8X{NZcL zOa(UD3(mRjymUz^`OyIj1L?Dm-it-t*}lw!cjJ;M9j36`FArW$m);e1H{r5eXs}hoWwxz2l3(F?5I_pk4IC#A3 z-rJmZx+UlNSb)}b@hFc~ZMwaGhBR^ZM%840Jhmzp^Nb)HkrbU-bzL=r=cH>?me#pm zvvESOGtsow)|Z_%_HM3!YK@Zqi7h^|-Br~rC2sA{2!v7*-sKA2>(?&gOt5h`)^Z(W z9_ZBF)gWeD>y&lJB>T}QjIEaG&W;Z3R~Qf-o}7G0%&F$RoT|<%`6YL_dMG&CZLwW`<&%MK+l2z^GODF2HL>k>|SRJLR>7? zx8W*RQWQ5A*QzBoxJ0|r9`}nh-sqK{>xZyc2H&iTsNu+EE03z(bkW(k%I=O%@ww8A zb9GtFN^S;UQ<4J9s#K4v;y~I52p;mY8%9OFQ ztIt+qB1Xodh{^B%#HYK)pihe!8HPEP^f6nR*=6;KByUP@Qpm+MxNr<+w(*bc9J>|O zI_hN9>VKl|#zBl+aJITZ-|bfs3(t@^>DK-oH*cC5xAn$0?$EWWP2g&oIy)hgZ0|pkp!I`K5ZDwgAwo5ZjQhYt zEK@vB5ArSbwT0@8d-B^nPnir0U-#z4d*|5IYmEfzHX0;2?=RPTmu+W+UshkTxi001 zM9k2guy-sfv4h+44XWyy9$vo{^6-YSxxWyRF{ruOsX2YP`tU72?ZZw*rD_!$9T$t#)o}uB zUh2nUT)hpaN}Lq*MXoHwdEIZ|<|?i2OtDQ!>#cF>lJxMosW7NB>>kRlTk}leaTj0B z17?nb2Da8p1?RDKSz~dIS2^nWYlaKTTx%rD6YXyDO$zzg=_ER>7Zj`Ov`phK+qz0X zXi3C6ZRV#8}snBC(uA;YjeJmn%;%LYebCE*Wlc!S&$A0+Xy}=Qoy-q7T;BTOasj4!tc-?Z!`+$oi({hXb zHpmxfF3OWzkMdAJW-}urXmv#$l7OSOr&WnH=lP{>n~#O^2#~ z-FVIBDQ6~AyQuOUdFf;}>8?yqe)=_ahQZ@LM$E+SCS$(jvgq+5GmB@Y)?&@Yt}#5K z8Y7n~%Wo>}c=fbe`gV8NMQ(3#?65+2LL`sAa&U3v`ZBl16u%wLIe|mnPlGRMMl+>$ zS(vFf*C?iS5zD6<%!OA?Xnx9f@^>HW#eDHa5&X-+!@S=h^8oaI=5rx~{%Pw)v~S4~ zhUJah7fYVsezAR2$!I`Dy5(8hFsrCPzR2R*8H}?|zD>fdp?(8#j*A_!>oh_Xochn9h)p`MH4$^rZMFUPs$06G3)|2d`r4D@xs6S3Jk2qVNwIMZ zR#)12weq3`${5mFwGHt0d-v6u@|{8*bu2QUL#F?7k>iJmMXOdaaKfsTFU#!OvGxCq zc8o6aYwZ}}XK2Sj-hnx^V<5-G%za!qniQOJ*Ai`nF|eX+Wqz+>?BCkXRsM!bY!_uc zlGLzRaL6ozJsdU5RG+d>3oD>Z^~p=5)cs^lQ*E>T)wwiH`E$ILkwJ*2>C0~)@)$GjK>$JES4UuWrupKZVVVNTUo*{DKZ9xhwZ)*Nfdj_U*7Eb{rr%33e<(}C?jP}E zS@Vs!u*2Y8goTCaNUhX0ePJp%Gg{Sj8U|`4D%5oE&s=rzsDC)lD@xTAYij{w$D+ST z%%E}@gv$cVpMV2fzc@756NW>~lF~w;QD9#h4fcp_ap><4q4gKoIy6f!VpT`ai>!pXYqdm6ddVg3aRJ z@am=#%+ILeKTDc-|3D1aGvCn6Qk}o$Dg6I)t~~Ad{n-k?B+Y=9QZkPHYtG*gRL%7K z<6H!_WDaF6X9z-2zx>i7pAiHQ1P}xe1P}y%bp&Q7s5kx@f|~v0Yl52lGYBfl(`8nt z8mh+%?Ct$yn%sZOSfKhFlr#mrhOi!29$v-gd~`1V89289oU99NVhQ|QKpx%yPg>lc zY_Jfz>Chi@aoqQFaNKv#5RUt+|BfN+Ll8g^KoCF>KoIy60bul7s(5%MFu%9KaBaPF zqm{|$@PK`6|axGH*sPS*QD?|t~n>h{$a9&wzdGz4nB@d2Eos_QQICw^8 z`#Z+9=;Z_Me=b~m4oyoASuE<}z}VaWKG)J~Wv5N-v$EID*UCH9_pGIN+VikuM5s4$ zwHAx|@V?06{+5)qy|F!$51stFYyYInlg4ZDj`8`Gu5LT0&XgJRteImZ_gX`*7S zsP?)`y2=Hcn$*e0?_=(9?@c{ZdE@XNkzt$`KYxsm$Ck9HOpRmBjK;<;&qHxnX>3+n z20c45aX$K$c4}|!ZOqbG&FVsTPR^`od*Ai#8mfV%Ztvt;cq|w(2E_1y_#Ns`MT|4k zx2W}nJ`3bHzdi4@w~&TS^T0MUpK=EUAKhF+TS4!_Eet|@LRIJ$Tv)mBSIVo1egbv9 z0hzih<)wf7S!3P{!t^VTtQV7+^*mg#xerMAb*RYl((?YSmc{0`&p>^Q{} zUPN2MO-z`KfWy}QQ2G7%d!8)Ub!T9A3;Dxp%4^(h-fx<}=?>4C)t0C3tKE6DS>W=x z?*{1=+uv-gs*s{%&RG2T)Ey}%rUmCv3rj@X0`XazoAcM4c`DY(lyVWJvO?nilhp@O zZ-lSCQIp}eT3k=hK~FG(6Rjq)vfVyF8CTBfD;uGm9KS1MdC0?{Y_a%5!p+M%EVW~c zx-MMdxxin#MJw<^b@|x6XI}mvSXy4H4HuZ%h*n))&!an(dF=Hn9wB+Q{Ws9de|JbS{oyT5ZiZuFTs!D(Yvvt2~No`}Q{y|VS^G6RAJ z)3eW&F^z>M>uI{N48Hr&S(b-x@vA*~Eaq&PLe%1j(S;EKjt#0B6V>^|T;j6!LD>-d z9nwCA(zLXfRuk8BmrWVm7Tw898e!>Q%%ex z--?{%Rx@IHv);!_e*j&@=UX1bCA}?|HDG*Ir;=@GbxmXyFR|arYO-6gH{XxNOLlCk zz2`iWjwiqEk3UGlC?l#zBp7zR5H-CDeA@bGpE51aKd)w*s>ZQoL7#fZ#z1`HLE5vw z-}hcruF$zXEha;Pc6qm2YIRLQ)Zqhc>#i}_?AmDDeuA*#48xLB3zUC5J-CI(2-`OG z{x!q!zA{mrEhaim;_?ms@vWJ0v1&198riN40d{O!d-zOr&ZfsV9n#5blb0JR5ev_6CdAH=vF>FeXKV=r^mJHv=&yb z%u0LT`^SdujGX#5wgG&ryl<|q2#jADKbpI9Wu@-cTt9AxoAD)n>w|EEIRdSEx1_OY z!=_~=Ou8dd!+Bx1U!|Bg1TLeS2&mg|qn>eAl<~w$=n= z;kn7RZ)LP}s8ox=gSMA*M$La(IfPQLb&IcpF~U+i zC)&+PJv-6Nxts7Rsqzs^#7(n^a9m6vI!ru9_@JeuDWNAoxp!5F^Wu<4%pu9cac=37 z`A_{X$ZAA*AL|}9MROhuOVE-ROUhJY$Fu}KNZ`|m;)sdz2ySkER~s=r(Vv{S7sJLP z(^a4nGOinvlz6x)@zRwA#J#j)&Rlsz3F5Y*F{MU!xl`;R4SSb3?WOahMk4>NXE?Lb z{$=CyeELQ4@c*LskI*PH?JpmmWY4>*?BD*|9l1Y#d$sXotgXRHOwk>ShZ`*)64wf9at#~3yd`$i!u7yCW6Z!B^{YdJ5@M`cB-)g(N0mm zsK^0906_pj06_pj;C}{z+1Y9PKf_MF-hRza{eA{JB@xG2+370qBw=<+@znl|w0*B( z;1AJK!5^Td8^7U91Hze;76J$0rYz>iwqpN3?Zl$gOfh(rwE@lmxXz$)DEyr6HGI4N zMYo!R1g}5m;>>fo)r3_cocVv|2NGE*f&hX5f&hX5f&c}9**Wt+l(a^$?`zJyNdG5j zbfsV&=&YQ1D_G}e8eM8k@PC~|^Zx*ecK?QM*O;=hIZ5>YVeRe%Oc8!Aruu9S?e2*h zgsCDwTL=OO0tf;K0tf>CYY5EFR73t5?e4bmubHad&tR(G5iAK~^=}7D+Vum}wBZ}n zG!wj=FzF^yQ_6CHf_K`%W`+sEXG-iZeZRSX5my^ov#V?7qPzBU&|S^nKDRSMay0(0 z{oo<%MG!y`KoCF>_+LZ-w%Cuusw%Icec`(_iDAv!We?_`KR6$==%mom3I+RC})5;lV4hYzgPn zjNxIsh(}o@DvI5zHoN0Od{(%<`boy^S7S-5=~me`MMrXJmPe)0I*sorNqQTgsp_rz+9{^L zv=d(#^YV0U&4vW&uGE(wi%QP19vB?USs!pA)p)Z;akJ!vp@MFS-c?(@TSXg+yZ5nF z3HLG?uT;+rSUv2xMOERUZ_W~J|DL5zs~S$b@x(T=O}^zzu5W+En&6vt`Wj=Vh}A%5 zL)XzD&3?OtOhtu5>seB>cO7dRc`2Ep9FmIlEO7R8dvobsZ27olOa={i@whF~w|e+^ zO2otMIu}!W&M4bjXC&7}_s3MHo>IY8%$ICNO8e5Qgcig>aji@fnrAnsT$0u83gvBX2*2u_W`^%!a7|<2Nj>4JKg_5;@pDPRj zj>&;*h+8uP?6*8vjau5oA23uKV_;-HkfFfQE)=d{;<;6dU}~d~BN#Y-&0}b%r&p@^ zN7Jm>d!r=*8Nph%9iD;#3Q+?QvW122cj&BKGqy+>j@xRK@+QAkI%DfSmT9gUmusIA z6~Ql|Ip#6bg7r*EL0{W}K7P)KV2Hs98xtRR@w~mQc z8W&g!?o5~2CT~vMJMuPGP}(`R{`SZVwW~heEe%~uW%({0F7aTjYCaWJm6w{D8qGP& zYw>+m<9Xt8zr8;IUY-)&!&hyX9{17ST)w-infD2+$!d)?9OxAyCO$N>q5GwOlUCb> z3ssVPM(4OWF8pBF$N8<9oFNyObJcckTE4>hH(NbfXU7I$Z*|@=+vE5ad$Rp<8 z-!?U7vysn^>%zne{mN_?|9Ib4bY*N{N0M>5r{W2>iJd}+^krYFBuyTjIuI_~_{y=4 z2Yr=og;*t5D_%mwj`;Y<5piDQZe})&pV*D?h%4a5IUYA8$sESRls-Aip0oU6q)&7^ z4Tj-2qrQBRk(;+7M$#5^q__jsirz4_b2MV+h1_$(DOLKq$!TCZc?dm2LgA+XThPO1{G)%_)uv;8dIZksVd?P1#)c1D-=N5XJ zU6FlS2^a1MZZ7nOH5a7vXYjm$X<$isik;l@PNv|uhBRlyu@Y3Tw) zM>X3w8>vGOKoCF>KoCF>_>~cuoujtRo5uu*(7bu`94L#Qq7)i>Xx_3#WQqwvC}_ca zXdVq6-D+sw{Q2M%{DH|Qe4Ga@1ZRs@g6s3=PpwZcR6ARQtN7;OH;ZY3t^XUYUskB96=Cz!gy*f%9sx(JX;wKg&*;!f^2Jk!U8!% z5I_(>5I_(>5cpLQn4K~X{%p!9zUgbq_~)0D@vl>4Q>YdJYYoSW{y)ncf#Q({q9;>W zBQ)L+hp{GLuvR1@D-GVH?`4jkuk)WLkfZFhwsR54lsUcud!8c%at>&aY6JlU0R#aA z0R(|x7J=Cb_&AnP9gq#U8TIrc|?*@y5yw6LuwQq<<+sG=~j zo~2x)CBHV*ONf$_iUe{*5I_(>5I_(>5cqWwn4O~<{WG?kR|RL|sDeghj#@-HLahi# z{dHfs87uRjf4YAzzS=d%J5atD;j1$sL{1R|5Cjke5Cjke{wENaov*6T%~vUQoMiRa zGHAgfV5hkQ{xn6LY0U}Od}YnaEAff1!VO?wBVCg(tT{p0MjD6?>}dmatG+bG!a~Eq z!WIp|#-r3h$-~hLz%6GD{kR6)9BxF}wl~Du0qaj|G|muYaW*hPe~0BK$)=Q+yswVO z+Jc^>E%mjO8_OA38KDlS9h3wHmWJ?#J8BO%FZXWXR>VJJL*5W;MF1nJIa-r@Q=_;W z*g9Y=Fa|isBUZ*(oTUM2$DaQ3jGkX^MyT!N zx_zRk-Me;ipd_$h=~fs+TRh4bXF!^+fdz^J3Jz;zYe+zWd7#h+hNf^2lqJ<{^e0=5 zW_XBH&P7n;zzSz8LgKS;`jg*<*?Jm%NK2m%NK2m%NK|Lq9OPEZr(&)WcSX752>SwCs5n2DW2wFf36IS@sXM7c|n88<>VeccFmCB#^DtrbvBHID*D3Gs! zoY$ZZ6gGs9kbyw{ofU!dN{1q8mBUIvqJTvcvdlwjNqu2mDE;nJUM*PuArue(VWt%hb1A1Ix@Kx`8A(;_un8T$N}08s>m%=70EYd zr8J@*Ii}8UIjANl4b}+qtU}NpAQVnPkX$5c88iY{Y$jK%QVw4Yt%fVMkShi*vTug; z;cpO-f#5DnK6D<0-oq7w)d(>F~j#bOs*)_cP)gf!Ds3`#9ZP^pzUxDTo5Pvme2)@x#i6t_Bfnqc zlZQJY<$DmAOT0Vz7oBt4KK}uw+Rc!EW~p!9U)%(_j39s@fFOV%fFOV%fFOV%@Lz+# z>|(yk-1|^W(7fd+c8Z9Df|wUU%tWx-1xsM@9+pq0ries3uv-Om1SH9RMpTguT{5kl z8S}3A%YCR_s&qn@gFkPJd_oXF5I_(>5I_(> z5co9^0AZd>iKb6&);;d)-DzLQ9@4|U!$fC$8)HfjV?^1Q=+2O=G~%^Pts^C78yc*G zbJL9`l_DPbkDMOg9xU7U*q%c6Y779$}x;+&di6 zHYS{-L|^>CT8G)2$lID^8DZ>P?b_9^`DpjabAKc>7!7lktAr}XiK`C=KX%UfP}ZNM z;dXTEwslPzXvy`f*A1qxf2L!5%*tPs=T>@8#glH|S8v6Fif_E)*Cz7CmV4B?W_CPQ zW*fg!ks5Yet1#Wz_HI$baQK#O5{g$cZSH8~l?1F9uF5i%!|BElTwg1$Z4bO$pK$1@ z627KE#5G%D%+N-@ME}i1Ts~2g`Q2etlrVRhfdBFstFt%hAEibKgm)MUVYgPktb7-y z7(V#|Q+YFY(@SkH`bLqR&XwD8oUICco~)~o!$}UGxmce%mE+Y)H_G`ey1pjLlCPTO z*xUAZ{yxGiH?Is8*mVbCuH+>%rZK)3IxQXqj_YpnXoKtX_aSe$CJLWFmVPifpoey$Fut-959sbXVq zFQ#NW$q8dVq@#v&~hpSGjX1- z<79D|`9*FqR}-g~9`2QEm*Oi5I%_Ke@B$GfhT^istdEAHPg{s#tG2}x1?+dYhcR*m z{t>A2QK!DEL!e^l0~bcUZZf5<{B=jHFHe~3^x!7$SZ2!5 zxhBlx#7!Mse8kYJtWMbN!YLRfC%5{K1nri(j?lp3iu(eVa(UU=0!>-3#|VYlrG%lU zNuDE>+uTFjdYm?M<$ZWZ6iwa7mNS+^cwgk&5zOorru)}#!_^IU#>+!KpCv>YBu^`*j@{uy>*w4!W=zPiWg z9qX$V7^8KEPZ?a!cz#66GS1K3vA%aq++lbmdt|^=chpS1#g|jKL7*){d+4o~0I`Hm zVzg!zQS1aUuo^p1@v1G?O^_#wCyr;*pz+V_iAPN%AH1YSatfD@Bs-QkO4Oa)N67DJ ztcx2r>$-V(&6}Z?^tPf2+I~896MVPdj_b@s;{7;B`N0XtvYwlc zZwh?-pD*@w{PU{Fhd25m=PTncY&?kd(9 zY2$JHn7?JmMe&azJH3f6N1JUl(d+FVHa0ptxaJPM&&nvya2=_zXK3@=(w49@FfkX~ zQ-L=Ut0$@iy1X3MNi&j~d=oT`FAh)3PXBOpJzq*!^sBA{{UA+-*e79OsvkTaGrv)_ zjOicXVsACs>gvO6Cv=%TXY@{Weh9WBNIcgEP7Ee{XBh+J3v{%;YWhmLGR(st1%rL=0$Y@9Qt!Fw!Q*_=Z;2xV1(iHRF|s zXGV*?NdN6liIKDe#J2ho&A1(60yd_B&SMge29Nz+aGJV-HTO8CQXCY;_T1alyVkjR z^i|2#ghK5suO~EKa!;|{uKfCSDLZRxtqPM_weTP{!p|$?-jg(z5C*>5}pKNf#U_-9GO*ulR=9ucgTCLG&5_V7x*bpp& zwN%T&*hbqQXOL$~4@|hpMVS6c^la1mH&KoFeKu4BT*NSBvZRh5F&DU+Y~8W=;s)(p@A=y^M()#nGYy+~QDkYOHkpKC%d5a2V&;sfUOx2xHkCZ!6mp9|avz~%( z(>=+zCYiUyQO#RwvXA`!C5UTqUxMf^z}8I$g*rdVG$~8}H1wB7FjjLI!Hjd7y3aI% z0ST?9jbNU_x7$pvnB55G9Nc0fxdq9@1y;6xX5#W5t^het;G2?6TsFavPn=vqGI5E7 zTTn(JnYf&QTgZ`HkW5@Q!;1v{;d{U)E-JpOCE-p;`8f#8rCtV>NwXI5_Rqh9RP{3T zU7WQOQi&jdAb=o%Ab=o%An;#}z~2^xNX8H1BwKO_+7I#4LA+Cd`BRdr%x?6s;WC;0 z!sKERfQu|wih7Z2rE*D<0|Z_8KZIl&-=1_5hhG58D0G068*M+W0#6%CNHx@L3h;Hr;cEI1)t_N4(cMczh|2L{J2`Pm;3F z;p?nqafCWQDg~q-se^tgj-0e6KS!!9KJ^&SdE9rVI5N{F{~3I<&15lPc5y@)=B0Y% z79^Ye8*qgXx#E*e{zh`e>^AuW@F;-!P75q!@LFaHEU|D4$~;H{OF2BsOo3$s+@+p; z4_IKSaaSsZJ0azJ5SU9G0g%sHED&*IR$P!u1OWsA1OWsA1c6@}0TOd2TOKd_v`(s@ zDpgQOq%cm36atabHp0zeLu*i|^ql-@?tcMohUp%ukXbGYkbB0RB=3pR|OHRcq&`w6!)LR%0FPy~!6 z8g&9~g0X_=!EVhgrv21VQXqg7*2)Nv!eguq(WpJUb_;Ut+713f^atR6U&o-@LK#RB zjlCXosis4q1SF%IN=2vgcokNZ{B*HSbO#_%QZ|H1S|D9QPM2f5-=+x30WHMj*> z65Qg61CI*y9DAABb4O)zZwN9vKNqAtRCpjf;Pfa z20zf#ng@P(EtD>#t6gQln^1lRC>N+3 zp=6ccm#vY{2m%NK2m%NK2m%NKzXAe^5{G4Bu}jF5%qguXi=rQz_emD{GB$2CAaO9C zP=iG-N*r8c3=U7A_#1;rw;<{-#tMi^Gn|W!41kn|N1IrJ0KGd=7%MoC?+iH%4yJoR zP40jyN>x$`bx27SC1s5@H04IAeY!yPf0l%Ar9=*-i$`q-9XL>ExHXs!EQO&kc;F*# zJaYy-23Ce3v@r+)tPf9w$ADmA0E9RrYkgRNBX>5ylS2AZ5)p%i!Ly*w@&uY-k49UO zTEO+>F57nt3GO0^kNj%8b_tXIa_=G)EtI;N1P2O^Tm1RjNIkhx2OUucMnJ?fAzh|S z{43;Un@Ab=o%Ab=q7cMzC;zu+3pJSIRD=Y0wq zOx@F>`H}sCBN1ehK{cp@iEG4{#1$}@Ira+}!Gd7=GJ`vzt&IL_cMJNy!O)-0!q5TV z{fPvfLShke{-qG{kCJox|9p!GY^j|Uo}7!{XV1a!9TO0K|95^5k+ui|2m%NK2m%NK zzXAdv`a{JOh<5_wG3Ac`S-)9x`9(v1-6a?cqpE^JXl& z)kdLPWqqGtc}IW5uBpiGt=u(f<*FOW#!_5k*`uuELk{B~##<*U&3l>s{LJ3^a<9`X zZ@gk<{!ysuSaU{NyLi{R@YnoPel?ovxkm|>y+W7~za(Fe^+ySZgnO$(Q=A&jJ94W_ zI(SyKgvYJ)4ohbcNr-Q6jyqj(`YLBdSM$v)x$0TFa*Rgn3C>N!9jEZ#5#4!%E@AB{ zY42={=(e}46_YUq;UY4|p*cIu zD`m@?|0rEkd8Jg;c31ZxA)?@pw@U?2z)-t4+)X-}9Bj`VHS0fC zzD!y9Grucv3=~tjkZADkmK>2)H-HNIq|Pi~VYOm$u>3XNWiniMZ2E2+oxQm9;K}34 z*I6olmwYHi&le^23}r?a(3qJK!q;ulx zGr66?mH16@p{+<0Nl*J_#_M#h(-t(>C| z+eLBKYD%Y;4@qelvc~psTaVrq8XT-Ov-eQ0an2vwm95SsFUmM&Q^^>mHt;~{V&RRnr*$b&@2w8&w>`?6<$rp>r|)d9FuUFpl`zI z((U1rlhI)w`MfsFSihEm7S~JTgJ$i1Do{j6BX3XZq{kBJ__Xq>{YfX``D~+1kx@^! z=j~N0Y}>CYuunI8S?!g6n*fI$ zW=qsXn4;g9N3N9Jv_(To_}KamjU%C+b(b${O0qmX&r95=X0k_ZN-{EvC)mx_ouxz8 zvgKT+7>~+Wj*>RxInKrvoc!%--pOlpVS54WSP{f7Ctlrhyu!~G)H6Sw8%7>Huce(udpqqNQL%zNEw-;TJ1Yq6~@eH-N3*Ve;VgZx=e_pb^eBvfBa&=Vm#%421& ze;{&L?dU9VO%ODx8muwxRb_2cy}%#zq4;L6q4eVdPpyJDtN1h-`5O*N;^pq@7jSeM z$%>bn(M`BXr&3Nm_QKrK?N&UU^_QyM+ET_YtGBJ+=H3nDAv{H?SZwfSP@I6RYs-z%GlzEW+ zW6j}FX8Om%G1XuX2Dl4s$9k?H7*rtT`w*B*`?zI}?%8y+Yaii47^k0O3m;;Xf!dIEV&T2L^Tq7z=|F7HD`x)OKK;YK_BSaTtOlY(7k$B+v95 zdB{`b0W;)4*%?^aqEQ9}lG&;W8f$?yBxgRd#$v1p+$hvxQpO|L;uqYOYzK=nIDxf8 zlX_?#QWfMyNm*E6tnpY3FmL@SJLrl{Tq<*MSW*I9u=ph(y00^R>=4g!uK@WjL z52dRm7Pz*lpz*dA1c)A3D@=FzQaK9(fsw|N#28a14`Kk2!yB0D6VUpWXd?`W3jogq zEKi@LCMIc`Dazg-3r+_?DtRj+=Ax9Nb8P0zr677!@VJnIAb=o%Ab=o%An-qh!0eRr z?BA!9Wc}&vsd}!x{hCUyw)}!h^36#Lsoag^VowQig+e<3l4gVk0S5NM9T~{`Q3@D-Y}dOhL?Jp`9qzPyCX5&#vz?1Te65z*t~F6s^w!7k`f-030d62m>!4 z1YO>4Zpi`m=PBFzB-lXguU&$`E&ywY#)HVrCe%=2@V34I$`}KT2f!Xb8Uw;t;ij=g zVR0z1)sM3VYdLPJ<*LK{2?3;_yexWZ?-{%*GNa)Nic28L127MKrjA1L0DJ+rnCSs116LgX(2GcO0!Amt|^Fqc@B0OLMO zVI4=rs##z`st^Pa1P}xe1P}y%X#_xolag}trPgcQ`?g%zl(Fncvg8%s#Lbrnj1OJe zykeWY>=lbEtB;(h3*E9}+l9>|IsTh5<`+^^rSB!-F!nYC}_dTQcXD?4Ed-h_NaE$V^>){c6>FAjJ9WlA=F&NvTQXj8p zaZJ1cpW8!iW6w>|eNB7ot|nV-KG|SwmlmhFzvf^@xC!|>D}j&~FXS`MnOGEEwX(E~ zZ``|9Kn$BCaL>#kBg4alS8UvDxMqE%h#cWU=Z?ddJJ}CYmhlBE1ium3W~NXb8ZC0T zMuu>{ldDW5INYnF3(Hff9hV(hiSyRlDe`bHb;gK(z&8cCs?%1 zHJFlVU}O5gg-*V*wZZWM6=pu2PDKqAWzW5m)68^h?ng1jGL;$(sUthSw9Kri zf-l%Mcv8hqDG&!A35MftFxTJ&Z$t(1fQR8(5DiX2PTl2k{P{096vWH@A!(3YF{-alsA zna*%qiQru>z;Eos#BY>ou=R75_NP6&DxP$ijD+@;kB5$wwhbMpfByWQgO%H6Pu5)- zp-&W4ZF;M?hV@sh3om_*#vj4lreQrQcKr#>u2YO9ufwDKGeq~NzwmUj+#T?wG$Mmt z-1iAtt!ny<(=^2*D|0S#Wg9L|aqrk2D*2V$bK=W$Df+Of*SkxN-V|i)I@_e8X}Kq> z-^I#P^Fxuqr3#F<_?>>I5oP-ETPF`c*IX~#x?K6g1IDIg<(9Kky2rHqU!%-*uNy8u zU)di`+hDk+OD+EHTF)2S8Tca;o+=;qEg21reQ`!)@TP+8svPZ0DU7l`hg7t$uDuW# z_u?vsIyB%lpFr)6yGafmE#);TAD--X)(bau)VYME)$@L>dsCG4$rkpQM7NIcsWKOn zORh&B+{jQ~FJaMfZ$p}~Zl-YTT_%3^JdP)>2~L6ohO5fb40PqAE1%v!y3bwZ5^I7x z_dxXNuRYfp2=A~ax^K0vGq9SuiVwVA{F4w1Tf0<@ZfTmUTR>Ab zZ8P7cY~dSsSJ$xTU!*vib%kQrr5nSv4f=~(aW}~5D@W*=BYQ(>1C6LZI)#gvD2fJ} zUJ1TajgmHVT1T_vq7)^~tqWyg0+JKW*ppQKeR8&(os~5*(VCsy zLLFMnzrXOFvi3z=yZa#&*Z230(RwJZ6L=6&IlOTgRl^>Bg#2diNebZM<;dkD$MXap zEE3AQN|E5Q$K@(tW}w+gCO;nIm5Kvo%=)XiSz^hyD!q#$qpvDBMUhaz{)8?8-F}F? zG}_eY(zy5dDw-W$^($*oDi+%ub%adTWGnfAN0oNvFZ#8dO#Y_M}p#tC#o# zflDm$WJx?X$V$wZBgwW_PAp^ACv%O6CF_=uA@_=!Si`JO5qG2pB^X$ZI%C!-MJ^xx ziHTW%^+ZG*SvRlIO2xfyoHRQ;!mU1#;Ui+m&R2~&G3!&^4x>0)^nd}lFK;#K&AYE_ zXm(s}dyYNXv_aqjdsDtVdFZ~+oC1<{bOMr0m&LFrm)W`cQyi6S_ZN_CRlC2OQF^=q zeBgWqa#g*<qic2mTwZNX#96SMh>}?i!u%kSO=Lz?5 z#&v035?lr^DVQT)i2)PsFLqREIqx*sCP!Y|dxK22YFM0EpZN)ZND=_SPUeD$*XHt( zJ@nv1-??#oslAKYNxsaflN8tYzV{H29I_I4fYutWM)|UTy+Cnv-_%v?$+703C3J5` zs!$p4Mwijt8jA;RUf=R?qdrwnpYh6DXHVS&9{V2lq^;eDc(Tqamm`-bmB#s*^=VC~ zLMe7#e4QsCsU}PAS9RU& zz*+*h5&`@jsz|^>QkJ1n3`I-)8T&|iSVk@jyy;LDRYD}Jnz4JEyEC3q8n`vYw75&8y{ zx&FBZ44WPaP0bGc3Zw&JjVw>el`bh&xqX1|2;f-)*2y+zk0ITgYWglqm=2^udRusX z@YaNn@M`AjZB-V~+j29}F_QGQvf$WVkb0D;x1|CnovpVeYIb)(R}5ZaVM9fNL&TsC zV&*nCuwygSLDbudfOE{&+dcz30MF#<%x%r!5YkXiJ>dtO2lyQ^oCz(0;C^706_pj06_pj z06_pj072kig~0ss`-X)p2>x1r6j}y|hl2DHlms9t{Vd7XpWYhs`A5ZqVgu3;1pc=X zSRSFUZ6Sec>jF#Xvw}q`=mJ>K0)GuiLl8g^KoCF>KoCF>_%jihpJ;RZ-uQzwwi%iY zYHlH#eQ6WayM8ltL}ehP<6pSR2Gczher)inCcRfF_(j9od-zCt>c465@`VjvZq(7s z<{G^GNcWyGc)ep?v;s1C!Rv#!AAE#g#$1D!A89+o0SfTZUq-EacA&y`$gV^*czpsV zn{Ds{>{Qd%D`KF+Rj^}rpn@gXF*{I!1zgx{gI5aJ0R*B?8@wKZLuMPiUV~T64pfi_ zI}BzFUSiwDn!rIw`#lKAs;J1I;EhfO>?|Il?qD?f6xl+e*&*90zCzq{B?@)Yme-zKhL4f9kjBsO8vFTmsV(}E z3Ql4;%w4Hx`w% z&|^B0Xdmx!hFehUUXT9aT4S9APWu>>Za49p@k8lt^(R~taYM=Vp-d};>g$`7Tr6&0 zseP8K+R&}unoK#A5Z=%;rno#yb&q+R?2Yqh%Chnt>P|7I8G-l7>#emctMheM!gU*Q z*W)K{7GzCYwhL;xbSoaN{hWJLqsOE*WqjyXcwMryMnsQ=Yg&8Ouy%V^mP36$bF$jc zz16RQ?z>Vq34rkhBYlkfHWV8uHZH>8xCFdtSFxv$w7JMFk2@*3${?AR$-Skt-aIP=aV)C)ia1**-VB(8EDpV2BxV0Hm z{2{b8egANIz6hGKqjG&XEB|Izevaa@G#6zjyh0gPMEDKfji=-ZQ^X;DgUR5lhi{5+ z_a&&^C}p{qeP2Sjv$G|jnV`}8%r$3^%7FgH5>_X!BX8eR8#|l4&AERq$Z31VPBFqx z;k36|_rsl>SaBU6?+32ze^oqUQ~MzET)G^6h0lIh=YS52G(WX;V2v-SpNVSnN@p14 zUq76onfqD@3y2fzXq{t4Bx3|`NzY-BGetY-CmTeu$B7*T9gP}ob9Uo5c zcXf)1>|yA9?Nt#MbnQ6-v(-d-Ygf1YGr=65hOQeep~na=y`{W(oSQ%8PQij_(oSqw zJD%+hGwrvWyw){P{B=8TSH4&HzR~@Y{_b6SoVN9K6llJDcM2QvOiGi@vui+8 z^ttiq&FlUdTJ=v~-VC!(*FA4iXckoxp$|C_IDd&(;Chf~Xja`=S1>RZCa z2#&pFu1;tou!Rt?ZyQUW4mk1g58zEO4xPr3J6uH~AX(&^Uq6%>u^A;!RqR|j6aX)&PS+DYE zOun~8#7#RtjFy)+xY82lg4gS2BvuVk~_O8h0Nv>9GvlkgnoT)*B-+QSozsZT@Gk`Z6`VC(I=?iTF>-AzEOa zmGb4|)na8=YtpNg@8#C^BxRJ!tMH1Sc@!D>@Zr+vlql|N!H?slHbe(lEMs0I()4K4 zh5WPU0~Wtx4klkmOB1z6Df9lwO5H|(hJs$YcnzwM!b4?_`6e50nwaG4xMYb--0?s5 zAa){Qc@%ofu`yp(S65eiVtD)bZe1N6m5k)9O>_4ASg9LKdg~0kNLngbEd?J*kNY>3x>sSPZcN#w@VQD| zEa~1eO5MRFSLq<7F1$W?bHYdXEzDKwVo4hwR_4OTHC;)vv!fV9W+`=-gOifftuqzs zXGbwafwvQbh7h9|z#yV;q8LQMIc6($pMxEMlqOzLyTvXy4$n2 z9RLR*?e`!+RO-SToebDnCPbyKdamK;g_OEWzjdqmZXFyv^DB4ZVRL>(-;GB)5Cjke z5Cjke5Cjke5Cjke{#^*nFWlc+LIx;jfcym02@2rE1mtrA94Ns=1R(Es|H~?{cMi|U z^56)_{p!L&sF(Q=iHYunx#zzNNo2JM0tf;K0{?#yc*v@<@yCiXDv}0F68<|&3MvEA zaX^i9{CkSBeO%DAWT?|I0xEMAWj>^P&nU`rj~?6&DawRM!EK}iu|~{nEaxi9d`SPA zY$06)A9+t)S0yRR0EHI{B{@q`M$GO3TnIWU60>^{^EL-T9aR0@QmA{Bz>wWg2je@+ zL#XTE9GjsIqUOv6>;Sa>(|Mb7!49B0BiO;F9a4xo0nRa7bLIj5Yd72bkseg5n2-~P zfayNM@p`^M57K@U0z^d_ywS;)p->~>D?yQQFGAIT?*jG6yOC=ll^Gj&!8}a^2~nE| z6{HJ606_pj06_pj;Lk>2epLyI?5|WMkO>WqS_0L2q(_l0S_FIq{s*1`k7PhWMHFi3 zS}<$lqBTcnv?SmKs{lg1RRik#Kth~aB1`TD?A>aHF9n>aV}tb zaM22LaX>o))f$2FjTi$XGqfdGO`KF4^EXvrtd1CYyb!e|;8_5mKRv-mEt zgB9uCGo}sGMLt-_v;nV=sCoug10Ugq%{6UUk$#`B?=O73P}_f!WZEFsm*jwq4#dO` zMAHU4)Il_DD1pCTl0z@iwBZJJh(lKpO&jOH`;!b8MAL>D*fHC*kpp%B^4YX$V+}aR zY}3X)uw%AqqYoUyN;YlU;N0?MFW7~&--7^A(uOxW8L+b`iIVn#Acnw&q|PG?+}ULT zgT|a+%>tv5ZUg}Y0R#aA0R#aAfqx?c^Glt7ZP0)mg(T-OXn<$FlQwH{Gtwq_0cZqR zd>rcAMWVvgK*BL{pau}p2w;h`Hr2B>u)?6$0+)mTfg}?$W1z9t#+c)1LyRfb`ZroM zzL5+fHyj>bh)V^|fXIf}`M3=Y2pHq-uy2E%8HVKc!HqYt!=Q}~>in0YIO~o%tPm7LXzqm<8!Z z5I_(>5I_(>5I_+4Hz6=Ty*2#Z^fv$EeDpTxJk-nSLDEgWM`*{tY4iN8wHi`Vj{ewd zMuW5)l;G_F+x_7q>Hgn(`!BpGVA%9XXliyq5R-O=y=Dw;3`XV#1jmr>y?i>RfKI}| z3G$kO*9UJ}_z16HuGdTq=|=#2%fLtdYxRP&%b|$Q@|w8^PR0gx5Hsh!0q-IWbr8K~ zwt^y|Fw{Zxny~_hkUVdQUNeed$84{ecCcf%*Gw!p>1?l=K=2CEZHcM$biljJcB7#K zhg^kj3q}arDkeP#2O;g35FmQZz#E+m*jb50Nna~WS9Kwg4hRCDxAl6H{+g1`!m%22 zx97Zrkxm2w1OWsA1OWsA1c84g0zmHi=MQNf?4VvG`NI9ZI^Ngh^!;9m>{S9*KKZ8M zx1%%NGuMrW*j{-hTy9Qu%>|$G0nN%pHk1gM_a00~vXp!W-<1h+Eva2k>-G7WW^}|J zqHGh>^x|dU65n3hC}7Y-J{lB?nmkf8Z7BF?I;ET&m^vS7D`*7tww?zk=HuJ~biIsc zRHUY+){ZKF05%&63JT%7r%s(BJ13R%aJ!$%{-|DB4Ms*rF2504a&mI2b5eYf^{&wvNAuf(03r@#Y(0!t1$72GlfQP3QRlc1EhOGn(t8-n+7)A8JSw7#P|8) zv&8p7jX9&|o@~L;MHJN53JPR7oS3K|aWxxkcsuyv>uY5jDjm&=bFR_)&Z%S-y!NI+# zw!jNJmW{x?e!3fY=oBZ^UZsF!5QaUR+ki8QcyjV?00;I|;8}^S1%!fvf|lyZ$y^m6 zJ-@x9_uWYGrt=S_W`q|Oh!3}F= z)H78+S@r%&-N%VHfwwLsT)%tvZS7#`hnBC8UiZay_}66(9ZuPxQ!qxczi3LntdyH8 zH5E76+$OeLq~Lyz%hF{uQ_LIIMfmvyc>DWmD600y+>B1Tk$O8WZ@{$g!KW8}&(PD4 zb$q{PMSyPRR|n2Cs=?`pK3TD4m*k?EO)`Bs>Wf)8N;^8x3jm>1jOwH$^%BXIx3h-C zFsZ4UGPf$r51L3xoV^ySwo}XA&MKyJY(2}{ZdZQ7`Xk-h5-cWVA;10AbKe@_P1$nxjHO6`9rg4@ z>pARqO@Eo^!^@~8=iCV~z$}G(X;3?sF23a}WO_76<<^6c%mcntuNzy{l76c7t{ln_ z)BTO}R2@1*t554;%PWtmI*KKiz~$DT}t05nBT6`@b-v3rI`F=-0BV6t*;So>KqGj zKKv@%*6B@ZcX92K0rOp@meyJ^dnQ8P4&n|T;J;Dcly@utY3S}t`W1h z>b#kw;avWO=Dx3Rj(VPJyQyQEdAaZit9tPL8|FDiuHCk~cjPTO=gjObnR*3J$mdaW zN!BiTc2mRRyo^{0#b8dMwZaC!54bjSqr;cdwG={hI6q|E@rd4OV)|_I}3*$UOTv!Zd7%0xfE(qNXx$=$uRzKx#`~AV+HcO!d8{fo_1(Otc@;twS
hJ9d5lH3f6C{(arJ-U60$n$oHr7`ZoIKHTqO}QFnfv6hGP< z7F0ScZ|qu+5lG${I_gl+bx7i^PTO0x@Xl9}A@_3pdqg7mgPtYIcfE@Yk#6)(Y25t| zvpJbEjO)3gn_XAeiIUf^KXCmVcvF2Vv)2VNfz{_+RwDQaY~lF@KabdCNpRugh9ST&E=EO_QSj|HnRhzEe`1@HpMVJMuPx4sk zhNhif9r6J|;EzS1+vwblh17LG`RREZhtD*hCZ31Yb;$2#Ubv7>1OWsA1OWsA1c5&S zf%)mW?$3K*{09XNHYLw+cF-IMadrk$TD(Nk5%m%=75))h>jw`}CB^m^bqj$UiNppc zO`P_fnD(K7&d(^&NCOr)0K=w7Li>y8ec=RqUu4Q?zn$xSu_+PSuhc;LMW```to;mm zU%=~w_bPmZZ$H=jf}E715>`~gMe=boc_E($V$PC&a59n`#7x~nK#M({pPdP$ z>Bdk8(H+AT>;UwL;1xu73=eRQ{ZI$d9m5>#nC*^14=#PSJ4O@OG20!Z92`Pg2hklP z3%rXwG^vrV_j{B)IOGb{0lH(PtR*)D2O;fe5LifN10bKb=`A3$&E13Z4n{f=1P}xe z1P}xe1P}!Nl?co)v%UGCe)djhTvoPMvW{0@H9Pi0BRV@xo3 zjI|NwfVBw@Z$(@TiW>8SIO2Vzo9v%w^)ngdzl#nA(x-!c|3LQixK%?u3(-Z&1^C~Y z1?VF9PLYNnfFOV%fFOV%fFST^A}~K)eEGZS;)#Oq>7w}YIdoBMLAtme03YOY7@*?J z|1McH{sCD8!s3We@YiI~(qJZ&%sPhVNRx6&!@e4Sg$zJx zr&%qu!$6OaMows2GE}&}meE{~5dP=T-kk9W(OqpD0(pcqLB9c_2ms!j^mTd}b3H=% zNxL76N(38xEatz`P4WmK=2!q~nS$ONM30aj(uH8hj7P{;=n7(48+!1WWET;K5IsV) z!4(@pR}eiyE`f6ZGlO#wJwmL&j@cd|t3WtrdxW%r9kV?`iohWxM--w*2vPQ%?GYji z4hewn0(yij3STO1=O2QI-;l$?(y&6SHJ5CRtE(a|5yabNqelgI_pN-C35m1QqD}jRn;G;(BxreiZ0%nVVt>A=g zkYF_<0+M7gq6jDr{-_Q@R}e+O%V38H)Ik&hFM@OIfI5gGpe5KbTLdHnA7Qo#xEP#c zwg{L54k4|BC;}FNSIiaxg~2(>pu2z~;NI~9;2Y9@4gsPF2yb*UU}vo%W=jeVYPVTP z@B`k)yzR{bf*-t1=N*J}A_yP|AP67`AP67`{Hqa|U+^>kOTiCf)o9cbD$uA0egjMf z-T<>ROKkx!b_M_~CdV@$u6q0Qpz~=u*yF(XD_hZqHl|)7h;OzlzzF9Up z2&%s++F@bQF59pC!d%gAb=O?cu9{Bh3MAUW>w`Hne1u=%T+wbd=|=#IbnwyKKgoh5 z+DU+8XNz`kzz#rR@~w4`9qJ&8cAG&N3$UYsR}e)zRj>ny!2vsnqMa8w$86D#m>zVt zXh#JueYR*v%;`T{w7U<^L0Shza!L-Av!Vqr(38blTB;jZ+G9}j ztqL451+0gfd%>`w6{Lv?SW_zlw1FKET7z~%QEvtZ{DVQ`%gBKFsiCJd#t@9~SQ{|3 zo%pQpNJ~=1*%?@(jqo@Ef!hvmU}S-|2V&3hb_Q5$J14ZUJqB%uLn|uoLjz@}(TYd* zp)IU&j+Pi>Qw$Fpt&A}+Mw{SqR%l{?JK6@1GqyLfLz~(i=baTE#Y=o{Jp)GsE;x#x2Sp9Y4%1*5;c$3ktTj+o8+!3@764<6rJaGE9o7mAi?_qt*&72N zaMq^8PXJ&>&sX>_M1JLf^YgXC2>G247NieB06_pj06_pj;EzUNe)4J&vOOONRYVli#I3AirGz6d-Mf$gcrN@&0l03*O{g?tA=S#eF3| z2`?DTu@Lw5N4PKPM~55`1P}xe1P}xe1peP7tE*m6Z97-bv2*vmx(l^Jg9Ent17h*&|n%7^O5f4 z5#-_fTRB8iW@$j@s)Ip~j2TAk04RX5Mu1*;mJ%0@!Q*jwSR;%#0JNgkrbMkUm@?H8 zO|ZwC7#LyD1WTL^s2f%V^tUz!cmOIuUkfr_Bb=3uJ*edc(wfewd7*_E0^LB4DU7W> zlzf$sXXkHH*{VCGu`Q&s4AZ5^cj zp0@Hj{|1#U;DNh9(tFs~!3={nHM5&-W&a7{x_N%$3hJFfI`y|R-Lw2aZ#zl4i3|a- z(F4|d9du!E zz#0QH8`u$D5N0!A0>;z|a6drffm_4A3j6@og&Z2p{#EMSN8Q%=g?O>}T)%PB&z$GjK>$GjLEz6tV18cw>7U`nJJ8?r;;`Sri~loqt{u(>_YLZktOKcN~FDdW@sBrd%`!m-q|BaKENa` zFR0x`v(Hl0@^2?8duLw&sC%vKE$y&2mRNvF8#;YQrDxv&P#fFf@H~LV7#QXV_*$b4 z0oPvwFc5G(HU`zlR#$5}K8UE{l zaAz0^*gV%$JDzvp6= zby=PXeEv#?W=onlsJMBVoKCTuu4QBFzAhD~e)d|;qnmO*K3sB}*l!zOGf58#JZMvu z#QTZMEwn6SETXZ|$LC_Y;wV$Unsg^_5AG2^N5_ifq~v2h zJt`f^dN+ngXs+k#@YRpraIA@}t4L2q6MN9k1ct=>e-t1AK~J>!C3 z)^rZ5%Zs#EBoym6v=dbwse!(m`+^pn!#&0ZO;n9^;UYbI)od zh&`n(4c*xjU+fikx0+fog3rp+^yY>MhnoIf&0}o*)o*!^VYIBaZ*`D4*(k)!Q?ul!Ncra~9y>CbODF@>>Haqe%MDHxmz56^j z-6A*tSZ?0Edubld_v2ks14TbvZhJo=@$QX8&-46`<8IvzlkfTz8U@zNfAlKvz0dQ( zho>(o^`qGxhyBI51s*QZrq20+E?L4Zchw0N<7hSM=)INw zA#%neO zi(#wel(r^9LrIRQpy1ISX5YNtV`?jJKH8exV}NgGwU{*OIh3I``8c@FFwe=v|NgCX zT`iiF`tus~Cxz?F?$lor;{51}Z}xag$>Q61ME!HuTgs2>JsQdHLi|6sCXIW)b<@mq z+ZME^K7B>73An&4(kUQhOL+}VC*=`wL?8En+;JZZzf1x1w@5aeHof|iPsXdMgG(~o_o<$2aEmrSEJx7Z?`D3U0-Zlc2SY};s*0QJZ8r( zg)VQ=cS^jiUFw&JJ;W}PY-JF9Uf^S?($K$@{xg2H%G2gA%;hy!Pjn$+TVU` zauFYs=_%rVde2Lz&v#vhoJZWa@Af2q@{3Q;jQ2g{X*k}U`?jZRYjU)RI*W7Y`L~%TLTUzG^-{>g(>Yx2 zQ?g2WN3w30cXw{q)4Z(CAEZ5ew{AF1y)YtW>sIm0yR*Bu+l&cW)YY5VnHJQ2bx!V% zQ*TW>LDM31kecaoDWj`)*Y=UqRf8%quVZ9=SF_?O*&Rd@+lGSH)#Y!d%g-I~5w$Bz zF!xmIxOkR1n>lWs*RZi$-sJYgFH|wP!LdRt3hy)s+F5zF9hZyL_~z(%rTh5{vcDlT3=}X`en6Ftd)gF6Y~2NAGRsp89ryuOQS|lBe-j| znXXCC%}_<|m{Sfb7d!7^WFOwC*gGQW8NcXq!3x^eRqtNl;(g@%JXgdwHg=lKed9m< z{cC}{PCDZrU~4q(rFwv-Ui{!ozeKB6%rNtIWw(iNM_>pOg*Grz>SJO+l`!Lbv?uz^gJKt z*PT`VGrBW*{_k~X%UynhO_`|Xn%5PQ9(ZO@^#Q1qtO0L8Kyzb_!x8{vEa=ep6ACn< zR_^;)cv{l5-@8HzprC+zQhd7+4u}i4wo`Sofm}1e6kOnXtZ+b3w=#wRXroZn>wcgz z8zT(>{TAna2s98~4qJl(-IR?P&JJfy07KQMbyU-;F5**z13;w}!QKXgCt&Qr?@*jP zX@1bhbD#3w{d*M@0OPei@Qri=o|~uy1KlM7tF#e@Kma{1!5N_-d6GFA2$jbXdkul; zeN#Mf9(V$FEDzv|NqiIA0o9tF8L5yb0dUKlGs|!Cx8&>da$Cr*yim=TeL>T|GThW4%+HM}{&Q};2*?1ne1W`B;o{$OVyC&B_$N|0 z;VcdCXai@gmA#!AiW(U}aMK z{*GA~D4Q{z=V)$}j~QuQAjdVv;-SbQE;P72M+3Yu0m|iM4J2bSFvK|k!7+HihtCq{NYqQ( z03q>!>mCp>4hGMVl$A4KIB?)NDc}a8kwpH8R>Tpoc35CO2Qd38;8TbJcqgP%wFaYY zpqqgmW;i_78E4Ifb~M8Rt3X?0OaV0KjKl(-kAztZBMkyQ4>4$ri3z}RLDp+v2V@tu zF~i`oMqn%vkQ9{|fDa6{#!dT98k77L!Bqe`LLC7WEyf5-0Me^Miv?B!s9VtnHh}8( zI5Aks(g_X5^F!|sZD3?%56tZJn@IAjl|HQtk>r5|Nb+M&ge3pje+H4KLl8g^KoCF> zKoIyIf%!>t$ItO%io+^r!9wc@8v)l38+~wUcMZv(+01P zv`pepVD{bT)@jQj{bb*k9c)ksu>>~__+t`) zI*4W2_JSS4PzSLrn;tlXRJe^;aa#)Pm|d2w5$u>P8+<@$$*_z3j&TROfK_YNFY4?7dN`T zfIklWhacXye=!Ym8bJU-06_pj06_pj06_pj;9r6OQ89o{6jZ~^{;z2fQQT3ehlKN& zq$3q5>XQU`SVI6GsR57gX=kK;b1KmB189I$RT}Wz2dd2hZtOsYVc^3|)?mQ2Vh31P zh~?Z2OaWIa(58d4223XMv#e^y20+a=FeMwYt{vdPMVxgX(2F*}1K#(5=MtFC4Va8H z1z<=5tUSQ1fISJgCjppGJT`THZ3v2t3`q$Gfb7@(k@3Dyp{FL2?kwnUZY_z`KjLli)= zYoO4gv7U*gf$7)Vpg9tSqF@9&X>82&NYmKoCF>_;V3hQ2qdnDL-Y6{WW<6vdOC0LgWJ^9iWyU zmPwj%Q2%j~%Kw*YM*>!<1rm|NaWd1Sdgl%+)U>?}de?!>t8zgp0+K#q=?gwm00nc% zP%EIgX+08mJ);guC&ASEV5)Oi1}P-TAa0~h^cOWMtx(ir;L5*`*kJ)C09hO{DE**; zwY>q}3B7a2PCl;bYCXgt9zYhImVSRKKHX{7fVr_dM@cu8A_;2K0tkuU0{nP}+Y*^F z045l)4vQ9~@b4KR1gumv&Ch?D0nf{M(ce&GV5N2|o}OQb0YCVb=mJ-N+dN&qy#Qvy zu=xqxoJd0uKoCF>KoCF>KoCF>KoIzI5C9T))sF_2b&(Z+J|GpVN?3JFZd-utR=kwV z>a&S%>FmYTcBjv*-K(gXv@~&*uN;@izJ0MpqFN(v1ta6G;eBC7o>^OuCAu;_c4ptJ z=vAqFETU9gFbw~dOuUapx67$Fqp#g%V(eX2!&Gr_czC~ubIHb+iTcs;^&;VuVg)@; zN6zrv`}!~+e|3ymm1k3$gVeF|QJIdSsTz$ei~NAVgJur|3-+~g)=6`Z?oG&uiYN0F zPtoZ}tlxa3INs^tA!l>Ok-^Cvp9$B#QvH~U@pYJd!%O{!@6|`od^p?@Zizb>i%Ij! z9C$7_bVSDds90j!`K@&pGRmgOorx+1yTwC&HB{XccOMyDJ5ZaY6W*H^7@v8`iCIGFq7TNp|;y{P7y+mV@;o4I|~MnmDoS$*q%UmDfKnm2-okaI!<|vZloq^N9E@<@`-+YWPhPlSlg;3drnqdv{GZEtj8MJ zb3K=Zcm@j=WKP3 z5Y;~DCs)C~);!RHP&%aezRs&WmT4k6wQ5X0hEr44g_CK^a%p>8LU)Fss;631>L5*4 zW7wTA9*Ot+5;%C=jcH<@>=6_Vw^kiLk<_QM?%=TfEd{9*$8D+)R}PM^?v?*4Qi~JH zN!RmWK3Wv^rbL!gM=U~6$oYn^Qq3#bBd*s)$yr!9L?S41o|q2z?kCUUqPG5OZNH=T z&bZXaW2=&0y;Q`oI2but_`M&tZE2KL<2dWQxvl^t{2XLEYCVzXUg8f8t`=tG+K(h6r9Cg(b*;0TwiKn%R#ip8%3>>W@mGUZ zs}c@4N1g}__&A7VG{ZXH+33F1&tg%X{Xp*kK2kVik!xr9k)ky1ye-SP*9BL$n{Tmp zx}xj&W+=ltY=mX)`QkcGCXM*PV-Y<^oO8rOLMvZ}zIL*Uc%Aru$ftt^$6|KGzjo5( zo{05&J?(sFX+7VT4a^MmS1~bSZ^+Lt&b5${+OOc8dvsf!uCFU!R_OW~N|wj9u9orx z8AeTgkN9~~-W~3yt5IE7bNVu$)s%(&N1fvsY5AD?$9@^xZwN3i+Ydv4^#y~#~e*T!XC>hWx|?HD|gC%oM8iJJR0(uxW!_nUTJM6h?#6{6p{O#$xFw>C!{Gj^lS6C*>SHbcLGgs#_aP zFH?vcW!gvHyUO2^S1PF0#gwIIEKrfB(yYNGsQIQXZBdNa6=t=2`k5aUk~Qg4>hGHj zwJ|2Y@=a-bdOJz9xI0cenJQfEjIg-YKtne^Mh)b#m(E>eN<8 zH~K_d*;xAb-r+7gsvj$R-_X6yY}?jd&Z^$Wl5L(*-2KuzdC$j8(fegdMyJ%a2M%{* zlesaQlIzSe|FIQcGCUwGKOvikBzr@^LqlPFQ4pj;&)oryg=dv(=@x zPRyjP?Q%xd$eTu7R(WG)Yxn6M(`M~tjW&ljxXz;57ycH;f_n)KRV-#`T=yqnyWBB`g#|1T^|AZ%o=6Oij1S*+e zt!MjLsL%QDXg#GD)OxZ34-KjhXRPaBsS}d(3mgp%Y4uP*)$!?ek!xZz(c8O27V0H4 zB|`-f&BW2@9e&D=u7PzsfEFw9ItP#~H5$$UTGTIRSVI{4;(4E0ow4)Pgb) z-_G>Qo&Ip~%KX|-MC&;X5%K{+06_pj06_pj;EzK9tY}bhNX-CM^f@XZS6`Zz9V=i= zvtsqRGYR@f&Iz6Mr;m+X@m^n6*!!B~Wx3^^Ht!lDSGN(`T-ruLdlj!M-q>rrcTJ+f z;;sG|?$ss-q=d&;j*;gVnx1(1Jfk}`?aJM>N5c6W^=x&%LI!~TkkTyD^y4hkCSB0Q;2ui<%Cfvv_IA6I3C=* z)@&=z>CK{!;*>GNQwO_Kbo=nR0tRZkO^4owsXh8qa@^S7KBmU9Dd}D_J8yB)*H|^n zl)B0{lI}@fsWgmglR_n}-JApWtG-@PGCETgpPBZx((E>WVzt#NxAioBYE19;Iw;?< zW>%wPa<%+it8JMX-S*C+plVQ2xk8BPiG`2zi*D>q@u<+}%j~_js)_|wHeZh)v^{c9 zB|nLm(SPwN`hbvo*}GDv8gQXEio(WLcy#yC)M>B6Chb-pj*_d}zuEu8<=X5`)%oug znV##hT#zw8zOj2!GU3!i#SKPL+3qXoO3#mt?o>Ujn^5EwzqvgzyLfw;wFUXF?$ZZT zdE=XOUJh~ywqP^l@=vovaGdo!T%hu36T-~{b zZM7V2eWeYZfz9!eiO;($MywOguRCj=OndrZjrLm(_I)KXG`*r;XKzfN8u|2^DSV{= zM7X)VKAP_Xb}%7Lm8)`}Yh=LnDv!YMBC34d#p(=WVM$r#_Vk%WoJsc-Yu{x@?_^y< zqrN#SBFlNCF=3~5tqPUuhGptw1?TC#vhNE!GirXkrA}z~Vm1t4(N>b?@Q^PidEHHG z`J*%nn*M2;W#KEc%ywr9tUEl!oOLI-Zqg*CE^K4+^XIY;C6Y_Yk{^dF9_jLWjZOYo z=n!|=T{u@SBeR|TcH_IT3Q5+Q{NSEN+o1S?J9soT(wR^A zDt1^Vr20l}9GY;d38Ke!$UB_xUpdMVwzMvI`QR3&ZUz5}kH^DhiEwg(p|; zQ`I=-S@)~C^C-SQZsq9|(|92HidS80m%5cjSgLX8R$&>f3;UaPtxZhXQ;ip`PE?I8 z%JU9a3#~2)s@X>@#pqu5(3W*F}3+|&q@|%?+mevLs zy)C-zy!CR@K#K0TWJvg8QSCRG1(lq>A359}H(hT|?V|Z;z8ywEuZVYQ* zo~~n%P@jA%>9yRmMai7FnD_aO$8>n?wCsz`3oq1p?T)Yh(ED&>@+E(To}L!fdzKz* z(kXQnIqDg0`^`5BY1uw!H?3t?T9=Se_fF|f)d%w!4U5ae;X0F z;-TVD+weuVlvxRD~<|o$e0fu+w{B_ z)c9Yk4L|CUEb2K{pkWc;@Qf!d%0suI&57ITO`Uy(#oforUo%wv30jWj69eDMbpOd8 zgRkwpy8OILz<(Bw?B8cVTm0GMg4ybnXqn`CTWnoF@VP2U$4*b0`bniZ{pzY1oz9A| z@s=P>nR^#5gsUY3r=88{3J32w3SjHjec_P^Hw_o*Y9W*#KXGDxT2tqFt3&kso-tQO zb6TpG=g~9;Y@|5kuzVe7Ic{i3Vn+lGS9#C<566^O(hHv+4Qy#S*ih|pB`#i*ZmKY^ zgMNf?D3#8It~BhuV@h00y#S9j`;-D-SI3Ak-_fRS_WiDR)3fmb1K1Oy$x|b$hq77~ zoi6r@1#PLw8Qn5OpiO%5C0HZRKgYIKaH>woy*aVdjx#tX)rof~j6CcZrmsU><#Os1 zbaOCv$Z?~4?U-2eX+!g%xDe5GhY8ybdmcGFaJ4^r+(KnYpvSAb_u$U=!u6S+9~D2c z&}+2P5`f`CTax=y>yA>m#K(sMmwz*d7C@lk-I5^`V2qgGBa7-#xGwR zcd593Ha^s9Gz(EfxU;fF#6R%EZ5n`7f57o_c?o(@`~EA)thkt7{K_dn{*;Cd(kZ5r?l z_SQg@3^7;?ybY*^fy0e}khJ;y{op0fr{?10`vpDM1@Jzk!ZmaK{7gw}QUwB7V2nsw zD#*PN4Iu?Y#t>62f`Kk`v|Ls{S4hD!t^g8ydp~WSql+fAocsa zP5ll+c;^KM=|m7f5I_(>5I_+4gAoATmMRYUDbW_$vhS#+W=n_^I=yAJf2OSp;~;H^ z6wTSym#(cjeFhyqFV#79EYC5+ zXsrx16=)5sN{#kn9*GkiDNT0Et9i$oY;VCT-nzD1L+|djspR3yY7I`wcQit~Q^h*? z)wh`XFkjuqKse%XbSU%a;TD_zR)t0yg$#1pZGDSHgRiRU7}OmzW*G1Y+?AJLi_dwK z8gcV{QmFZe2lMq?xmvGOnH-llPHL!^G2E00Ja%}>OF(;Vl69q7jYiDFOOlPAvQ{Hr zNyjc5X31{Jlg-*6%j@{ovFmP31pEuT)w~t7 z51OTKi)xXRy8ZcVK*t(p-Qd~@)&n$`7boqus{O>RtkPtDqZNDOVWI%u`BTe#+rWl* zR%x$Ow%ZHbsBI6fzSQZb@KFJ4Zhx?^-DyK;f9_~u&(P7Rftw9Qd(*hjO*WhuY?62r zcOcEE`F=@fm_w74M_}t7(5>Uw+JmVHipfQs1aK3S0h?g`lh5mI)^6dBJ?y=YO1V;T z->M6XH|{vVp&aY&CuOI?&9!Bz^bWZvwyWiWY4&z}X>sb!;}^Yq>l!_GEJN&B{iMr# zl~SmjHSex+QCy=nwDJT)M4kA0x6pgJP0hz@)|d@jM26MLj`YhKaYo6WC#Ty(J(yVb z{>|AMbHC=Qa5c@%@e>#o^ZULv`;-*o8p1XXYU)^JA1pPoGiiIL?{309r4hB&d5?wQ zY67#wOMxas`@3$+&7#|c@qNQuf?VgFHQ%ZZ6>*Ffa@1Sb3edkB)rkqeuGVwWhIP-x zmf8pDb&?@TVaa!kvpVJ*8=w4ou zCY_cSAbVdsv7y9E#jWa2OB;wpj4 zy$mr=PhDKPqMJ=tDrWMO>8B9!6Zb#GDXXdVswR*dMb#f+3cD`AeE3dN6Jt`HNB4Gn z(U30x;9ll2pQiTu)aup^&SP;pJ?dG>{2cRc*eq%N6!>Xs=1mX0JaNcKdw)=0<0J0&mRMiq1CKm^er24bLyA z7Cbb2QY9y7f2zKAakm@2T-qWU>c!nGRH`;?QLk<&c8xHmoS;qqkgcYfqw>TgK9fGa zup*2(G-Ip^H5rMv2Mh@Jh%J9 zR1(L-43kRhel|`vgcvJ=~Pe9>4S=|JX^Y&5JgfVX4Y28qEp{eAsQls7R@>|G<+ea_r;t8eozY_IH-yEVZfDYyu6q1W{z zn7e@!8!R3A%6Z4$KUD9VoQT`ak{LgsWNTpGWjghSP%Cb(5%4BC?enX5q8~4_gkPcT zNyAmV-|;bG1PSYUvZ362@}xrh-)5Mv;pl zhx03(k)+HyU2$6O%W>6r9^>hK#6zIAif^{jM|_&WCPc< z0+bmWOw>-nDfOnWA$|C-D!k|(LCS{N*4@$Hq44?%XGW~`Le7lwq;z-RI5U<_H9sR- zcZEqFj9_~C3&bFS+v=mK#8Yl2D~KqPokyXFk;p>9SHAuaYP){gnURFizeL@oT~T;@ zA$1q|0_v_~If%Mz?wQB&#f^hyt%( zgn|e;@f^HNK%q-)6b&Q>1*;R`BkBCCp`@Pq4*(L=BcZjSfslD=BVxT)V8|w~i(iTK zdkJ_QsJb_1KT5jys_6w{x33G5Rgv3=Lc!~Ui64A~@4gtNh&ql!17D#ttXH5AC1%nE z@KOJXF+ls}Wl>9FM4T3*CV|uIP^ZtHU5dg3A8Aqg%uZWSp}@zrsKA)50;nCpbWA9w zfc3jj2Y_CBl-32VJt#fm1$hVaT~UR^VQS~KPNN!#9|>B!&!B)ZJE-+2-O1{E&<%osl!PGC-6-84(j^Ut z?gm9by1PT^7HJR=328*SOIkuDq~X60$nW~QSMR<5=e^JSJomng_}TlcJ+o%!yNAP? zwbrZ!bb$wA72fCqNnZ3u6MZ}k!Ut||fnwy4RzM{ee4n&%xdAuV<^LFgiw)d^-|i?O zmMqBHRr=FTl9Yx0E~yRJ4wBHw)B+4b<$*Bx+xVkbts#LK7@fezq>zkEbfk)48waqZ zK9KhmNXo?YUx?2z2kGuN@fjMgMhtB0uFmuQB`d0toiz~B0(b z22&u610+eYwVeYHs{x1zYfY+0YT#(;2uZW#beYoB&Q#y=B84m@UlWA)C0`)2gT1wZ zDUkTskQ5Tx;jg+SHM&T+3Isg8N&p2UQ?&!zT=ev>O?VnvJt+UX-6QND-%J2*KNan| zAK!gHXxDKcegfzE_8Ng}1g;UdM&KHO|4;;ey?d00hWhUa@;|+FDQx`g8AR`SxxKRb z0q}n*wdp@LmDrnuoquI2`6suk|FRjlpwvV) z*xw1K!oLwt(YCII)Bn)#o$F~`BXEttH3HWNTqE#X1TK%O49Vm9e}fjMLJ{u8yZatj z9#_OGV>pEs9X9TkLfLB+1?0*D(O|L)jSvkNQ!$4SEJ<)4MQBf+MLO$>3_NB`o*<>E zmkArGQMRw489v_T5klH~f9D;GxAiC}=)1&HV5?jHkBj0EZPA7Yowp;TJwFpi` z(-_$vlRu{2ZT|9#|J468e(J{OEu=yBUL3a(dx?rs(@i-G-r*lG!(yA@!K=&peyW%5LTVy5r4Y!erR7htO>B_-=yr<*Agwd&-z@U_p36$g87*?m)~tjJ#!h$`8(%y$yC>fe-S=gAqPEzj7v z!#G%+JUTV`K)FnPSgYs8N^`XaiUOnKxRHuu2 ztcsRf)~QUd@}qC}6{!}=yqR3buF7aJdt1>G|AdlsYs0P!s_&(QRd2i{enW-%>nrNIRGqsIFgR!^<4ZAY-X8$EuzH2%>8;Lsa%)G6B+$P#)ejjfCA zrzcLCS2PuKhZ@UIElyVqOtMmsBF%~wNfzUPd6$afS#%VbCh)G2EOwNTnEGmhR48H+ znL3RT#|=yqQ3;9hh**7kEZUZr${ustnsv$LE+0;w+I|ap^x7#T@YRl6p^kXGX+gWz zq5OBr4JYfHO1$(7>h?V6g~8_AOc-I5c+%mDgwx6z{7gk#ab!Ca&I;DrX7Z0UtMOCD z4OvR2<7ZDZY&@#@Ue#rk@)EMq-4&S}=&szANIF6&I-FGhyiH*wTJcRbfAB+WIwfbV zdi;@7LfTB}1MNWBn`-tl)$U)}g55K}*hcSF$k1xRXt3VIoo^UtUlHTD8nx5JKb52#CLQJOwaH%7{f56O zz0ItJ*2KegD&>#tT!@{*7B_~5vVR1Vb~1kFS*x1x+x6fu-15b3ID^fyWSK_eWvu~f zTUaM^OWo&&70VJaFNEpub?th7H`my5Qshgt+G=I{Jn_vURBEiGsyy56kJx;o#sriVV;Z(csL;0gP-Yo8Wnnj(53hEJe_A?3% z7v3w4XZLG-Qq07B61@A+rjAHkYqyW&A1#aDKL6^$50z1= zOq>vwMND9MyT-uBFQaFV^07GO9jMHcC~bF1{7J|IG&)>rIbd z^)%bm11l#!hQUnj(b>1u6{7jRxx`WHOAiSgGsW_Ft@MD1G&) zp$d5#DhQ)Pb<#)i%M$erL-G09}&0Z*-zz! z)eyy6XuaIzSM8XsRPq{s5;JW+npgxS+Qz6fT=+$$m{kaV9XpiTN!Qv7Jc2r(=LJwV25_q_WNI$*wCJhkgLPQVqiXxK5>T+-DoBjCp z{@2}SCVj-(sI8H~Z+9PY-0~kSSUa2V7CN0=$S&e*tRvvn2wvOlRdM5ZgL&&bwyf#J z&C&tx7h$2NL5j5`Yn_D+E?-~W)7EyzNefpgPN`9d+1PQ zEy%T`i<#+J6%Bkdkg>s7fw^mn(fgYmzxUvjh z*)i>`9gR&O>K)MkGWAsS-%(FNdP;F{qh-f zQN{EdMU~vwKYy28TTy|>B;Maoc-hYpv+75GhV(VusDw5Z~ zz>3QCTR{~ccz+Pl$I;3FZ0Dc{_{X_IERQBS4qzQiAXxnWHaV3J>i3R=D8LQ{G8g4P z&jsSp2bszr&V)a_`!3!0{*s!URLKNz;QJW}Q!4{&JHVe0@Bjq72rVo~?Op8wzehmq zHTbEXDcGJ0%wWtw>R@VVYGq7nZKn^UzoH{G23uQL8(hf9bYKSq25LyAC}%Lh2Dtv* z&4o)N;GSu1cVYE4HH0{2UZj?~Jk@5;Kzcbg8$CO{i%eRiz(6n4TIpXnH3A-p1{bn8 zGaV_|*6~s3<_Ydv0F~&;WGTbGu)s352tfEWxMxdI9)2nc)*1%rZu3xa}%25y0WkSCBU6p(Hd1VX$CJO>`3|E=ik z{MVxMKNf?n94}6_021(@&yavnZ$kvBzsYY35qcp1fgGj(w;Tz++w9zN)u`c z4OiTwo{mbX@2um@Hi=QcM(ghMcH&OPrz5H2=lK4CjWx-F)t&flTVJ6D)s&aQJx9{Y>kl|aVNQr zlWskKSv~c0$527uUDLJj;nZN&3d_xkFzjU$UEQ1J}Y`n_tI)-g>`lX3nC4b1h#Ki?u;grCX;X@~$-++U?P#1JdC( ztG)W65~NJd)bl6o5BNn3?}>_QHg5d5BL8pJm;&Yp}1@jw;hsFE?m~ zvi7yZaL1l5+!j?l_aUmkX~K}8%3z*wv!>u zM^o%=v9cap6^!KAEX}jy?3jOxg=xCik#XQ_G}Wg4jp5$tedGPWZ$7<8Z#oK>KfV^- zzg?9C6CHbG*ls%bWZJ50czEV`ocDcq-=m4i85awIETja$v^_h&fT-Yj<*Ha-p`35>j% zy;E6a86Vm@_$-s2YAm2+qm+HuVH_*&(89cL6rYz!3ireJ?)%c7LC9gzeO-+Nii+)F zkra|q|D~Vp^K+PGZfZ(kWlbq2YYAfe%#T%BPG0_ee`o=@tN*aEr9J#amgS!7=TpM< z!pf)I7I0?Sp~|=_(jx&QcSaJ6M<;YmGqWF#aI9M}kI{_#O@vL(56BKN^jP&1k84M} zzdntE@$?Q5e%p`{9^l^pCKmsjC!;a%((YG`=ZgnNaNdh@6MC zYLf@XOMUi@a?M{Pj%rSgiBm|-j>~S!^3ApiaGd18VF&!&DKmV*=h++D2P%b-C+rXFdc@BDSMbdgDlWG2t zRBoj(VM7(qCecKpgMdSf1It>-ntpDfuT{iW0P*Xz=h_J~V(xP8P^U3R$!KzfRCrlT zYL)?=a>9=)<7$<*@C(C~Tn`21{V$~*K*EdoC%^swA6EJsUhV#mBFr>gIoK$o{a2?Bl^XOM{*C+n`;X-Nj$7=o3?jj6>qQ}qjtytlNs5Zf zYh2;#iPicWXw9#8b`wH{B?jb8s$U3KC;NPqX81!2v0=ohwuhJyFN)`rTIflQkGqf| z{ez<}S4}Rjzt&QfLPJpiwm4`gNZz4~av8z#FCjIrKEwPlcwYV$K?K1e00vE3$S04V zt)39VPgc)c5UVFlAj4mjRuF!WN|%bOY}(5w+3`PYXe7V!&jMOpmumz71P*o@hc3dZ zLRQW%!>V2_<*S@pKaBKO#`-@{ME&FL@81BHeBkG@TrPhqU-rfH=hV#ol2fT|Dzg=TUK2p_^j;*!v<H@CJ6j`qaXd>iou(km*1pKdYfFAfe4$!4P=AZ<)JnKP@uF*T#=^2=lUd-XAD6w=G z0sT#_NWpprCRg$Mc@3;BZ5$!d{`FmfBmowtR$x6lQX^A`pBnz`K>f$*JVgjXkTZDz zLq{v%@E@eX#gV$JOaj(UK(2&K%EhoqFNbAlY7fNIFaZB+vjqVAOPoh)zuV?$K;H2$ z3L*LBio1Gr?ZS{Rs`n$uF$niJ(#n7Cd$^w2KZO8sz2)eGrG_>yp8oVo$|)d3R2{b8K) zhwxy#BwQG$%pioHjZ<|H0>@>I3*%H6gem_e;leoe5W-aEl5k;*`UYu|dP#uTqF&W7 zZ$U`cf~*2m0sZ zt^EJn#vN$Lrl4=gc3vlq9*pM^<5VZfB|L1Qh+^dNu0 zK?@z!;@!>)atElGph`(e4iFwdy#?y$Ps`l zENNuaT<^L=G^!3A!_vTMc?}(JYR3;2o$Ks7nA!RMU75Y62<%%ci?w5|j(v z5`Y}Aa~4227afmBy;%j}00KTP$YC{l69iGh;DCmd%fEpje#C^JPpO-SATi(;8)P7I zYy-6af3sYEH|Db|gMa>S2nBtyg$LADe=5k3a8p0rssHo<_<*YPlMzw`Y;Ry^Y6A(t zc@b9=a4NkpqzYSGK_aT!ll~F66Otbs2(AfO7=bk8rdEcgPNs&AdKOpFnE*4O`cLLr zLp>lSCnWgj1y>+L`vq4KfO?tI+`-xo-~{9!hXi=CH#N4>v!K7UN&aD_ybM1|3Sq(k zf(Nn^K!GqW5~YI;b!-fDj4bqwsSGZ^`u_GQFhCbSk00Offa&?R!R5C(koMrBzyk{% z3WWTZ*r8$dKUe|55`Z{eHYPeIOqxiSl@X+)DSov3%jNGYaQp%IAtmR>Uz0!7FMqX{ z{XbOTC|@aXUUKNZxm4g>_55Q1kah5<^4AKS=HDoAxTd(Ge^%hITT!;#c`+1x_=h#t#+Gg#rf*;qkKq=ORw)&kCIH zkS5lbOd$%K0&6!S2$^lt*@LPWs7vA-i2{SfT$K^|W1a}<0pT}&5$TtQO6 z4)eNPBk(Ulpl-h2_EH>%{$u%GE#pT&_KAPp5vSGVI(7VUQv1p+^{Sqq^X2oa&sWbO zYx=reBXEttH3HWNTqAIez`rK~E-A4ZNcxjZs0-iD`5EtkqU@%uc1DIu!GZS>yF&9? zc1@SLN?OPrIURf57FW(!I_~qoI1XH3WosGiYuQSB!Md|UZ?krCq}j3a!0b~|><34F zR(Fbn`*HWk{-RyThhEpG zsQP^HlPT{#C!ey4r2P~-U6P1qww6(i#^TVGE-Oc3N=&Kn`Xc$Ln7u=5-ck#=TWY5+ zXpHoH=0yItS8ij(dl{*~w~4phH-D;hdH|R1na5Z;#cP~%*y9QYkGKDl<)wD5Ib~rQ+{^X`D#k2Q2N40h`miLf8h~p|j z6+QJ`DYBSlat=w5N1tqog+F;MDLgh5tG?OcUFc-Do0(J>-nL@Z8wsj2)~rhPgHS+V$YatJVrND9W$uN>h4of=BCBX88lfZo?{P8pwOFhPkLw+W z3_rh@Nx{mEsJzjshOCCh7hnd`f_tb%FA%qDl~%wpzmRVC#wL1?D&|DSnTFE@Dq?Zt z#`}UZ-y1EkaoO>qGg|ujb?WVU%BTkELQ#$sX}N=wY?Bs#ivl;gZ*GRXi9p#>Y37E? zLj6KW;GJkHrI5M0Ot4bmrPh{k*8y>(q?Vk*jC)5WVMr*S812K1nG>DBlz{8zI|bMv zZ#C|+d9rGb02h?DTYDWZ;|agC7qQdm4O3Fnnsp>;LPdGY&`ic!#}?iTPUbf4>E$^R ze91w>^|q~BP0^5q9kmAYy#Vq(ZxMz1a36t3g#jhfsZge<>nj=Kz9=?<1Tofc3jBZq z$fJB>O{RGoYEqQCkbq!;at6s3|E@PhMO&-NbGOJ<%?GITO$2f6ZpH?to4kFA=1xf1akqm3aaEiS~=s?#lZ7B)Mlmsd&5G}QgrG*1l0XJH(-u%|o~ zdDMno9vd}$x={};!HwG5)!UzHW{aw}wT#hMb8otN;%;ztxtOlO&bxO~UIVh<;7CLZ z1ni?gCGb5rGB#Qzgd&hAGx7*hQJc3|Bj>dG4W^!t$-%ySprEybjvimm!?n7sxutzN zw0Zc{RCWK<1T^<%a;-#Bp~2WiGBc=$1s#0_VbHFlNb*Gio3t_evjgjlUNyYd&~3W` z)zg{QWWf*E)hRLIl(kN!lhmvSb^&I}+6GGx?^*x-L}?lN<65 zW*0L`9Q3-U-ENo^<85`VAGGTIp#>rGJrgtRIH(e6Mz`L!^tx*0FPas5VMVmdpMshW zs7XsXEA=_p6SCBpZ}1)r&SduZCu8p0M&)l}Pz>2Wx&efJmak!7jfQ-OKvWakoD zGxlV!z%3GbJ$ay1Pu_K4VjOXk224#ox1B^CS&4JAfAF|cjxvu=44cN0n?aij*Xm*0 zIx;g_R#1%R8B}Wx;zW^=#A~aAN?uPW@%Xjdy|-{>PVU$94huct%TAyV3COm#-p|w7 zMbJ5aMNuNZ%U|4V-(&92G~qC*v~BMHA)|ji5ca(6$a?!^;l`84d-|>pBHWm=l__*V z9W&5*`?|%3Y~P*vvqsbBv~Z4=aXsx|x!E25MhIfV!VbcFqu06V^}nCT*pS(ar!9lKdPJO9-FGSlZcA z+ef8DgxW&vQ~Fou%yY!C*55g_(f4L&8!$)+6b@BtJgKLkBC`p#INU3g2}

LK&*# zNfjAHAE&v`pt4I2MDt^9NHHhl_vp0gj5MDqoZ!y4xm2_)_m0?-vh5)=QlVz zTd;4dc-)S;Z!uc)<=%Jw;M?N_MCBQ8^TL<+=QtXq0yG7~3Bg($_X3rC5W+fM+Jg1<+6k$|H zCK!(*WW4^I(5H`hNVcX@j;HD??R|_+8@a${Jw`2dJ?Lh1YTLJu+`~hw7uGRwo*DXJ zkWHp~5I(y%7whYRX}elhG8Qc7^V#bDa_H@Rsl6w`a1lK@n%JS(I*)z#22_^moHH9* zV$@$Jfd#B&UmcQ&6YfC`t9Yn;p{ds^a#*&WX{cMA`nK+W%OpELK9GH8?*55bA6gIm z`t*jEmY9{DiK_qdhw2wINYXLcaQDIw<8je6SDu5t`-B>z2ngx!Qu3%SZ*Z65sLcAk z&c)ZE#bl@`-I|X3f@ZBeqwj zOjN|FXY4Ped$|zhgpj5J0%QbQCHfZZ@j2ZXkX_D@Zs6(dhS6qnxM@qYN6UIxvE2Mf zZ20Q_M5;wVuW&?XkWfUo7PG7O(-gwp*Zz-dLO!B%^^yq8G@ZQ@kC7NvMF8m)*a^-c zPu%c{KU?*ZwhmK|*c@Oi>a}<)znX8Q*cob>u<$xJ7s@#lR`!Ss9*ZVr2z9v453fk# zeZpch)5t9`MRJ%sFLWQhEa?|)RU+9yVW6a$|nghTdTk_P>EIBDsM}K?KuRug_<&38m`KKwQ)PaglQs1=Z+==%bzBMstoE zBmP!~aDFyP6oy$MXkxOXEF4Pn615@~62hO~wg?i*;ZDghQy=+%otrj!T%Aph+JfM$ zq<14K&P6v$6`#F`N?*C5?46lT#FPNbEB!wG1MKZZxGI&1CZ7k*FAYBma@Y-0R2FA^ zZVSxJd-FP+Dn()!i+^u%T@2dlGm(ADITqhEpNt5iVEQT=9e2yi76LUkHq_5N?@uO0 zOMP`S%=Y7YaQLyUExeE0bBJ5ZaS~VG`wloZX=>HRD&;2aiEtIU`w$6K+7J7DU``Zx zC@vA6!V;&vD!MJN+8+xg8i+;uZlQf1KkENjHV@5r->-1VHs0p++zGHbT!Q5R|TR=t&=edDGKLo`T&!!y_Rkt-lC-(J( z3(TpG8Kac5$TcEdsEwa~#`nkpB|#Cp?Yts}va7FqP*mKOOSFh<$Q+)GBCuZ|rRFfd?ySHLJ*DVW_8`A+7k>647S zE!;JwDThFqtwVKf!3Np4gueL7jSpbOHRhDZUklM!om+faOg3duQ>lDRRZ8DqwuHVz zrk#+@ttqwFWR;`<6K(xKBC%@Fhe@9GkvLC`33c@lhA#EZrarv;q0e8?*6^rJd3#GX z^@=en7A$V+vpiy4Ou($1>V4h8!wr>zy z?By;cs<|fH+6Q@<*f!f_kHc?zhHAb~TQxg?nYDV763itFHa^d`{D!-p)+okXIEJ3s zs`%1BzXz%cCLf3TqY$z+)Y$+G%IyBg5bH;W7pt3Jakm>-GE?nGZxykNpCd2b-8O1m zP}7O$nM9`0QGI}3iq=rfHW|sTG0nfh{ehzQMUhQFLE4E(1lCSqZuJ1yarN}rLxnf> zf|?&fKhp&Xl}Ra72m3@e=BLy}-F2FB;&Ob(z`KVls!a`T$q|+J=>|g>?9*e-pp>zR zH-$O!mC8(a*p^4?26$d{lMwh+vaLWfP2RR;F?LzS)@_vucp@^T_|AXnt(%k;8&)!{dN7tHqt)(NW>V1+E9gZ5w@cxXW z=B)i>G8^;!SW*D}TxQ)fL3q~J8$QdDrP%b(NN$vNIotI&d|^ren4! zCYrAck*1Hd#G$=X-u$vV?)lF)O)#1fmoP-7@t#}@=XJDu1#0f688QxMpk$0%=GF` zJ}LdkQ^SmQ6l=*R#Hpv2wY%S+eL;wZ}09eO?>Tdlt!;ks8s zpEZ9&z0fo%brc#zYrl=kUb~mJey|4t>IYK_GtqwZ=u@Q)PqfJ3lI-fP-^s=2-#d+>xGy7nvi(OZ`XBl1D!~ zS?yynm+fnaz5O0S)llKKEMN6B+`Pfu>>JTxVZuLY*zlM~aWI35xf;XO_1D(L1DLCH zoWHX!UV0z>)9E;qy#HcdgfzVYm=#lkFKvq#Au$0ODiDDa280Ykg!uJAVzua40olzj zd>tVUXb{6A#6{8o$gd8Gr}D#X@yb{7p9n}J0pX8u$=}}E(azwKIdF>dg1G`1;++Y2 zP+sI;x3M#|wjZOM!%W~m2W8Za41fE(b&=|iIL0M4#Ix;D5Py0fW+3BX*Bl!eLiYJ30-Qea?^ zL9t$>yaz*~>DW2~!!QK!hKw8t#{;}22ye(hE`s-5&f(9%03H5f*e2Ev0DC(yFq^-0 z1PR-70U_Af66gdN10AWgoxZ699jSq`fsn2{O<>^SP)2jK|3OB3rEu;64nj?Vpw@Fi%q};5FJ`EK`&p z%k(e)x&VQHb z2wWp@jljPj0>DN_qdktiGjhsjM1Zm)4yo8{Kx zMq7~reeU7&xiqA#)4>s z(7)mElW3@5EhmIAt8F9ZH4~{oS2HUxg(yExDF>n(-GETn1_;5+HM8Vqe zjln&v?qzAP1!lZ%Y^Q#xduuuO{rup@45a(%%?~PgPNCjPX4y9LJX+yRH>Byksj88R zq!L0g@P^Ncs|{gi$%y1Vhii&{?TDGP|C!<239d*Hmgw#$v0~Ny+qO&4uL3@?!4Z}8 zKOZ&Pd2e?+ctKn#pZ3zy`|WK-YpxShFAOk-IMLAr3%^opL?V7E%FC) zV6eVEV~hKMUASjdx4 z$v;=(6Zr;hlbT+(6N0h5P^1a6D#v3N5sElis?QJk=+ZhCF=xdl14S?^9K!k-hQ)XL za53;?a}FxzMoO1pPc{Z7TM6$kJZcVb;CbAvD14v#=^)`FA_C5^L{IKnMjTMVNLCa1_6Ui}bUUz9 zDgP5=rmai<@D?}pu*D3xXMRhgkXNF%lIKH^Pe-iT6ymE6vJd3244ZMD-<%LkQhQa^ zd<8;9?0pHU*iaWdJS)fH?LgB?e(NKv;yD5|sbGP}(=$vGIWoA%OZ(Hr9~-B*zA5>g zZ3jL|X$WxPJkDf}2z#(N4`XBvV~&QMl&r;-^kK1}^6Y7?7<%rGuYM*c9%FMW#vKJS z8nJH&IAy_teatdTL0K{UY23EaMR#5DhS8t|)SD!gC7Kb&N~f`3z3Y#%@=;gLhbir0 z7+q&t|B6qfxE`KhZ-u!<*oNFHaVJo^pwg;dj&A>}Bi`&vcO_2;0$H#p$R>+GfZ&np z8k~`H(p+KtV&a|)B?iCi63wIIf!VLcSyLNDb#G&_O%7l=ru_kf!%ECxGalMG{ zKYbIpV3<07pGZ;(Ay5WNfH35aZ6Jzd&Vx|stph?TGf(;X?Iql-cSUVUT;EKfdNrJQ9)!`Dr3- z2k%k1tEc%_s6<#VIuxVT>AXb`B%Pir3KTtXmQA?Jdc+RrNy0d)AC0Z4h_6NM*cJv^ zEg8MU9RA~wJ6~W=)2kNEHW}pb^%jxSBABA!T|c#UbmPe3Bc*=*W}Gge5tYNgClJ)o zPZwi->?v|T_U?2!BARQoBI0q&sH7zyv0SW`q%S1nZe?oDB`z6=ObI*@7?|sAGwQD4f4wzKHFZ# zMHuz`G*|S+VQxZCnTC1&$pZHv4o*@hbv7;n4B@;y82e+B4YcZQ#;*=fskob_z4_%> zMtj7f6!ACwrpamoQaICK5b}z&Y783cLQ3;$gtWDa9un2y92IgV(xZQRA5s)f8?dE3 z_Kuzr8S3%&?T@-Nh1BxKG6)jSdsPnZ#g{0+9V{-QazO_B-*xFMJ<>VDqJ=}{uWLC*(?+v@wN@5iI8rU>wiVYKAJwG5xI|}2_&8S zgk?lv)ZuhBDA7>Wx(7(NyJHh477pD|&IGt_pe)m} z*jJ8gb(EsHzhj5#B8<_s;gQJWPXe+_NzWnP`$lkzf4gv)xlgk#iYhHiA-`U_o};M) zQKci`k?IFoQ#gg@VnZgCeKB((3F|8V8=#~Trz5`S@WsO8;#B5$Cj zi*iv!$+_g=8Tbp3VKhZ|z>0Wu@73NYBVSSZys$QfdB^JnU#O2|L__@UiKYWVV2)^| zgt90#1*@$jR_L5$0>@*v*5`=PqY*O9Gxw+rVpsCN``3;3-RD>LcS~?{mJo>eA}<$- zdJ6R&%7(}K3QO_Glok0pb+ETCXvKmqfrf-DXHW{Js;$*fJe_f3VSjBnh zoIpJ%9K!>0emizslqkcgEP8GbQ>a-R6qM)ex3EVUBjo7wF(S>LFo;}2h)PH=xEI$k z@11}*X+OIlx{p8@J2q7WCWrdX+bsIYRf4EltWYRrB%i#DcQ&_<&c3aUD~+WXK2s)W zi;Q8wWgEgHFFIa)CU%=%XJ+BF8>fI38Jzi$vu7=}h&Db`PIiS*pa+QzRFi6zV)3$p zwf^OMNym08Ys zCBf^-x57yMpKD^(j>JBLtM1y@)UpQG#x6t8Oz_&q+7Dn1-R*i_<88I^{(+!BYSGa6 zCm0YdDdzb8u3!Q!{VT)R&k}@nn#|^z8$S8U6$2QeMNoFO)JjsG5rG5B)?v5e8MnL? zD_&}jjS!4$Xyi0 zn6%Q#`T7HG-4x@15zxY(g*Cak^@7zBk#kXMh60*GT74KgEi&+*D(_?jVI~nWeBb`I zHoRWl#sAfoqXaupipH>)O20i!(xa_VfxOYKqs5^SJ1n-u`)CgTbY!jDMijSBza-BQ z-&ccMoXRxtq_%c=+wIOOk0YE@w^^I6esX|ATTfM%wv4e`7)sIE*WD8_*$4&rSIBJr zl&pfJHLt9en{DosA;>ICR>ScHyW2_#F=K1yOu@Yhc|<2FBGaNQsA`brT77V z5pOPwc~G<@b&vF(HC55{Lv56MFBruAjU{fk)8==O^60}RCn<2lpP_5OQ+cBIceMp5 zf6*N{zVpkZ%7PcJM z(VnNm;F;=z6@3Ah_EpUiquP0&2#%8a)|A^I#l1H{IB_Aj)b6;sZ=v(e3(uK#in}C^ z!3;MzR%G7{m9Pl4d1^a9{owIu8Nsp&!R#hCe@h)MGDVT;9d%oUz(lf-{^H^lPlN8% zTe!ugF{0&y zIlLl65lxe-+0GZYbu)(G@IV(UN~@4G>9~1|Iv#fLdEuO)rDdr6GPUWe#E^+dw_zS% zWX_^HWgpOOibB~>UUrEZVJ97!P(8(DgvH$6!d%?mYH7EoqU``}jQhM3K%u z_du>HbI_|(;VnOxPWE%vcx+Z2S*w*mD?x)2ZGPS%{Vcr9?TP99A>*7+r!9q})-!LP zoC~rhy>ILgjB;SdDk_1Wqj67?%0jWFimxT7j6six_M!g3!Yl*J2QJci9z5f5KshH| zBZt8r@qm>C)^Y6hO(t)Sd3M*N5-6b^;9T=+4D@$31INdlf^>eWxRx$^_G-6p+NggRhX?BcPTiW-_ z^giDIh&3{3rEm6BrioNB$Uj%L?+f3_+A+zqlePHSXXop)XFH8&ueLb&Xv`v4C5l#Z zo=QF5-9<(``+8W%*m&~U=ivjf=Y-(N2VbPz5RlP^UB4nmoPSHU=665OOnKanSrfN`@M6 zIIvo*h~%St^EqLTOxJfunm*pzj(|R&MPOv>U24>l&&|;K{)z#ijMRz#hzH+ax_Me! zH<;SlTYSgh6KASDHs&b*L^PedmX9r`;h~6Jr!qR4UW|VNw;d#`?>_im=t+T8m@LR05hp>>y7RJ)y~ZfK(omkc+Vqveuq`O)GeXa6GJ;1Z_d_O?iEegqnY6Fdtg zTW;2s+0LS^`6X(%=dT(03qxXMq8(xq1H-JIXMyiIJQ*meNj_NQc390VtOPT>jd*+1 zOd&AVlZ>2G22cM*jUvdel}O0ERs0k2A$3qEsB=98=C)=$@t+-{ z6CT`=B8luVDATBCEz{y=#S!O&)r^; zcD+*W#6x~disJqCwGja>BI3$DrYUQ$b;B^sl&P3jF)MSPKUFj>n(K^Z|6E$}u<4mKe-}Q*$){(p zkIzpQUYzeUwzra{8lV(DJbSlT@^VsSF1xJWYQdk8-<$|`Zu^tKv5N564JZm%sM*2w zISzRKqG{~er|SxSBJo~dta}1o2RY$OsC17AK5ZD$CqYS+JX+gd-t-Tr)DS5M0!7#D zMw-=>m@#C8K1uwZQJ}nB#<+=|^)w~z6!l^1K>B0>#HrnP64R#dvsu>OaBgB>WH7WQH9?YiNgFL0TDFeD~@ zw}i?SXP9DEP!Tif1O;mmtiGmtkh|@k3{?weHZ5y&q+)*y%fmJ4m97bUVV(PLM-0!4P|{PC z6qX-rHN5Ebyc-qrO7iL1vzCs~)DKYJY1)(hZVTaVg5$1r{M|2KuGV9`lunDpK0o$2 z2i^ED>-+Rs!_T>}mdC+Y9w*?D7RO^|L68iLO`jYcSSL+#(wh;Omc)cD# zb7Wn>jDC^9^rq4?de7H$gZBnClw$(3zPt|Ai;7V(LT1gQAiQJJm58MG8|T9P9H-UP zrA-nQxh03ME6u@{t=h{LAsve%FL`+K*FoeFh64w9tzUBy@=6MJpEDy8)(G&H%^MmJ zN?5EFdX6XLhYu7*I8@*-mH0*-

#~rcznd#wK#BA2%Vb9l$*)OqpSp6Dt9=-4m>#cZTcWA?=1%F3+9m#|vk;Y|t&-Br=+zPD2gIE?eo^VEFS;6d@MkB4< zr^sT@2OgOVCa#&5aJxpS9wpY}*LTH4)eO9n;%I(5gNgwihiYV!leXE{d;>`raf81| zz1*lbiQRnUf9z)Syz>n0+3lbvh&FTIAgfb;DLGPwTbh+1H0!ph7=f?4Bx{#mW!*%> zL+7`X)4c7h@G#%?UcjJ_wU*DLa&UCcOE|-CuyT1mY%@FcE-ny@p-uC01I{-$hrYh!DZ&vSRg@DO&6& zjC&a9p&_A@*A;F}8jS@ZnA2KRXtsl^s%&FVTga!DKD(;a4~_CO-47((p_oed;P!wz`%4V-5A#UZqgI3x!U9J5{=fnu78+*qMp7#0Kz6tMOG=`92t4c%NDuzBy=B;aMp}xwm0ni z8bJnn9-NypL+Hi=UZJ=jRyT-=(vG02zf60;lk8%khK0!X#kkJ8c^gg7jPrZuoWf)p zEJS|=JI>qP)_B#az{Tr*ZiAl6!u=kGq2;!Da&hYP!cA8p;+*A7gI576{pMfab6C0A zIM_Mau2XM$uZQ-}*eg#I%n0CFNDel*PklRjZ;1zeYbedVqAkG57pl-`ddbbez}}pY zq{9uBMPsqnpRs<=(%R!z3zlrV_}yTsSH?FMG7e161#ra?4LlOjgDULY~5a}2TSDol;snk{d+cSOd*TNgktHySHpBe-C;$r+o?^KcV`1hPGFLLI2)R6lZpDIIc^F5@otS%jXsi1 z2pi*W2TaShz9gA;A!qN~t~=29daZH->QV?@ci#A5eY8`4?T6?7y%r%n&G=)(LMr3i zWAWLYnHLA0`wg=#kE&w5>GDP%SM|=zdwoV1MrwjOt1O*{8p6h0XWGw7o?I9y(WPuv zo*(N+5`W{zBrjlR zhg)QB7b8?Ah87;~&DRlPmHk5_u6$HhYT8lG8%a+(I%MSF;5KtqNaiH-g-G^xg`|`0 za#)4DFFs&+%YTIYSGSR^bzlh0f&>g1!;@qDw z`jmpGK>Nr0Vtu;IS7zg6*bvh2H@fdg-Er)zBp3vX4R;+$D0LTcF{@wGenJ;8Q+pj$ zEB%+)8{HLqlULi0AcKiFv;Y~!QPI*?p(A#1DyjR~K7>CDFEg0hi=zCO(So>Ao`AYY z;dUApY%vDxH#6oAqW``*f@dO6KYnzWu}lz+&%FRGYACm>`=b~MCQdn}E)Aq1GdPWU zUO#OMZH~_7v3e)?M4?iNOa=`X4a`K(QwA^5iOQU8P}%vp=Cft%=&g=2DpB&LAB@fu zZlR?4VOT3&^P(|6(&+;p15td^4=-;IsR*INxJLY6VwGKjW~KeOJX=+24sQAe2aCK= z4es4W1sQPE`L{{uy7E{#sv}v##nUxJ(e{VZpo}N5{F_~3zvE5fPtW@md8%zlVO;RR zgE6O2^Meq(+Smqoy`{G`pE$EF!HPs&nYx`Ep)2gZ{?b~(L??AP4PI}Ob#3*>-Y`C6 zHlrVDQh<*Z0ySLLcS(0QMmM${68PoRJ0&*6N-KZOe{xpu8ba+60 z&`RAb@R^E0EF&03xm5}jf2d~+!z%lj44*3571~P84c_ONzj6O!zvSh$_JYeDkq0iu zk`i+%l_AR+s<@?8Ao-xiJ$3dzA;bGyuua}5&vm%Mau*p#X#fQof&6Uch3-!6d7s0( zD&{(hc(o95;!#B6Q04@ufvD{veXberxln4!@EN|q@M60i#e(a~Cj(cm@1Nnlb+p?o zer2*~bb%;IGr!hMS{rHyqbzK`1(EqsS6e%z;l84*BymF}KY)O-Gc|T4q`_DxM(T3M zyEP;6ypvdqecD=b#p;bbS6Q#m)lOJ2h1j0h=u~sv%ct0LyXZtM;_z;6!U~ZO%K{$u zHkwh!nYx^(QDN-pzhm~ydVu|!EuQEH^8%*C+OLHmmp>IvQ7yzA#i1~l( z`^i4vOG+12Tv2zXE|A83;*+$1mAXHhI%ej=xV?5>gm_Wke;aGo8rb_f-yw%uEQ{B* z;6u|jm)DgAccT)u?ln5oYwh2QPR1hxFHcHiZEJx%v^$Ke_6x$#54&mD4 zsf0YegZAzi(gx&^?fEms%5(1(0*;8Hn#F1*;zjZ3OCC@wM}fFl$MOvKgNlJ$mJAOI zn*KN20rwPvyXofFu-eiXU}bF?fuHpLm$KaB#rsQy6p9| zv)`F<;Klap{g`LZB}L%%UC+&a&-GFd3Ke*Tki9$Wx!v!%Lj~S$2Lk^5w1#Ojtpy4n zMdiJW8C)n}bq|d?+M7E5^zy1cKJZVn)-go^!lo$LJSp7#Zqa_~_^)_35!PyGxC`^M zp{avT64g1V&pk&+h2#TNj}@WcImNymZCUEg6&(+-QLb~p?rf(9q;|P1!!DIAGOswq*)ay>a%`y=K?8{I9iNS z1sIERtG?6YMgNGT#StwC^FEY5h%mqD#i6SRhaS>acMd&4EH`qWCT$9l5gn{fzqy#7FPouLD&mE93hq^W^(BfKtFI5C{JmxCt2?< zWkYrtZLnrZ8O@NdYLLo&i~T#^e!IiAiE%F6;F$e0Z`49a#0d+nAg9;4Al2(d&cPD^ zRlKia`53N)`-#vbuNI62>HA@aT78t7tf^0n2W}&D$7^XqMK$sIZM(!VCR-hoz;^9i z#1PwekXn0Z`O&s(pdskx>MO#^@UtRM^6y^i_{) z`rDwAc~?C(+6?ya82@`^h?)TD(rzzVZfC=h$cqSPFlF;^0vQVG<1L>J{j3l|!|0l? zmBy>ITO~L-A$=GJ6Qe+nQ9q&2!c7e`zS`}kFMU!97itUuj#b!C4(fVZymQf#;w!1C z_Y=)&D?KWrj|u*&)m_bsb+FzA5tGQzG+%lWx{si3WZBQ6l`Uzlj(o{|fd=y-h3JG@ zebwIAvz4g2X3?d1D74Acp;o;hj(Vn0LFRwtAy2yue*dlxP$&3hoq2R#{7WZBCtv5g zI4Lhm>#{iY_amsUx|Yj!v12v9T*Pr|R|0)Ls`+L|3^qV6Qdldf?ZTjZWs$r$*V+Y} z?n#R8=S*>pu_$M$+4hbjbYSz4@k(W$(N^VcsmSOXW9dB`bmMgY;Kf;y1!>-x5AMbF#{W6GjZE5~Y# zMD^hQmv8d7v-`^(psP%`g>n2JcK{(qJUs75IP8A10t`T_3=Jk%h2@3)=Q2ySc4LVq zGd@wNHE`Iu#-~(>ulGJNWj9JJlB%AGi7P89)#54XSd@QwiuT2Zjl}Yo?|oD(XmeaV zDrx{3E+#dQYPRS^|Ftjm{SrYW$!Q5?kZ2FX^*}=wCGn}B^*f(GKc|zm$`LHC6Vd)G z>*B&`Uu?*H!lxZDm;Rm;-h>eLZ2UO(v{>scxTrLUolQ{u+Up}KRCo;t`at+)wkV?h z1eZnDT`z-$e$j%ri>b`zfes;d;Qy(8)g*GklqFOjgV!L`k zkU6p@L-mO-QREJd>V?Q8Vkc zgX2Ip{c|krcSOlWmfGR*rn!nQw@R-`1qq;Mk(Oh0RKQ^WCDBf~l#W?3s1l&ABw8YM z>M!6pKi&RrbW|Q5z5k7eiH*jmc6ImXg_soTBJsRDF^TYdc~#GE=vgk$#>ls>w|y<{ z49#`Kvc-}j8+o{mF-9+`U7kh@G$+=6^h!GJ-f&Jkyt3YfEzpD`*@rcRU-f?|bR(DK z7a63v_jnU~RRK6yx9yh&bKvl+%8^FPp z2ni3!_IK&x%=K|H@r5Uy;z>=PV&)M=%xsknV+!l~$Xm+pp&PH?uXtsYCh%yAJGx0; zB0KN&-u5ur9x)iHeD0LctsHU!l=4^pgA7D+{JqyF%d+clk_~2n zyCm@+h(3VC#T&3|E`AN&3`jTHVx-LEv*03{(r7vP!0K) z{om97ZU4Vnef95Y|BU}2@DBq2An*?Y{~+)W0{f2l1$_CiKS`@d)`^Ys1~AN`NJfAu)_{Pr(CiW~W_@d^Ham5Tr8 zr~mWz4+8)HMF62q=>Ffa`DU&EH7+KD|N5gb$o`~`0&Zg0rM6_Y#V(oQI%I5y{~TEZ+2rEK@(&y>H1B38fqXNuLXP16UcqLvis&&u?Z4ihQBzOYV{Qg2rdI9Qtg^$|HTwI_0?)?0U?=%VhuRHT$1rg4Wk zG^cy0SROq`nlVhrBZ4ETFa+XmT}UNWkrWj`>@1L){{zuEuil`J-%S+Jh!5tVbrxLu z7%H0MovpTjHb+$=9Bl&BO0}iaIubCS>swIq%p6`he*0?9`CQu7l9ARre@Kc7PjbUW zJbIO5)mDC89S(d4Zz(4pB-DV<)q^f*GTtUifsD#e$czZu#8h|i;qIjAt zyY3xuO@62BK2!vN6%oB@QA6&jEy3fBrtO~pQC1N-6fmwVC=c!@Dz-vURTb>|BM1%rE))yF7KRi-F*tuyrAo*(O39mS_YDa-#CK!6)$MU8ECUNy6uM@nlUC z=H^BmdLMy$aMpa!E;D>7!wD)GxrGqR9~d&0>D`1i^uGsMk)6R>>>3n#JoPzE1ol|~ zujs=&BP3(&2L(gyh92*px)KDj=9{q(x^UoA|(xOTEI7-~?ec6mV`u8$ASiGJO; z`sX6Hg>2c_*msH+j-!y+Q6n&e97a58)!Fp+e@ zym{NpjRm2fq=~$7J06C8DAuGk;gHVq{>ycqMkC*?v^jP~5bqVwW;}&hR4^#380&OJ z=aTw*qd6d0dmk2+MZF>D3+5v>TN25WGW+SCQKH=K5v)ka&N%Mm1PrT-LKq<1y1)Fl5hW>MjArO^FD7daiR44mBz%S_xox4Tq$>^oK>}zAL#9eC>bg&=3Nlotjjef1)aX zT0Cpw>L#H!EgF=*B{)K&KIE-?9Qz0Tyitf{l|JILEaG?)f2cPV^tKGZ$=9tk;kXDg zBNg|b{pkAJN#grJ5&?A+rn|Yt@#K%4X-q|X!{ir;x`q+gQzSXqF`V#ow}HiU1{ z{{5UIZ(9**)@Xy`U9~s8;Z!&aZh2xktH$L-s{egk9 z9hp^a;CJt%TaUX_SQdm6_qA{vFPzy-M_UDDz2#yxBnQoC5T$Q`%RWcU>B!*8J5S-G zk&cAtIED7oO(vZ<+YKhl)%CtEPGq-mqQ<$l#CY>VOTOj6Cr8?A3w`v#8b&?|F#zlz zLWRD<`bN-XsXA=2(B7OlGqu(?H8UyD!9e=Erw5vv?qOMbQ0H+QaipeCMWoN zHLv120mso>xTk(L=C0S=lpV{&fAw#%9KXmaFP6OS>O(88qKN6DPzq?qebb$6k}29Z zNP*7(E{9o~?M=q&UkfBa;zuZVWgzum$u@NtxZm#k(^IoDUzQl}6XDB(ekzz_=;%e_ zPVz5DL5b*gOs8%LKxie|c+D+uiCT4x(ldyb6#bCH?C05-#BVAy_F9v$oBZ{mK62a* zpQX2_x{RF{>BfwCZ*NHZR+npmV(Zn9%9SG+S#LX%n$-I)_aY(xj< z?G++okQ?syQGAl0mTPwzauio*a4MGBiQy!o#&M^9l%SyE=`u$1s?53|pG-soP5VNc zRh9UYaI6!ANG5&|cpsnnvAPb1#06ZEiXURQ%XRblS-f_{nuUhnzjGodG&b!iQ|MD|c)QL%2?{VR9$$cJ$G<4}IUoRRx*C z%+?ngGHwg>-emDcyx9A(5qKX!@nuEZY5Q1wu+mte#5t(c3`#uati1ixRZ1Vyaki3Z zN!07)ZgK`ansok+bNc0ph_P|xSt(-21Z-(ZHrBO)$=a^aN@hXG*tk$k;65lGmu>2!hsQb;m6j&0pVJ39`vSLd014s z-##*L*mki6R7Bp6uXgQRe%r4&3GutiG1i|~<2$@aKKOKt@4pe4?7I)lb>-e8hwdD~ zZ!W|(GL9+S&Vc8S%iV)wwe&}re*@i+4++>o)-MO0BOq97D_7|fQUlx6W>q>o6WBHt zm%2RC$P@n)P#Mm>;hUhj4GqUhD*mFue{MQQa|A8WkTE%_Aol+3Ykul$&M7p9Wp>jm z-SeK>jix}&EpW?|hU(N?jMm_#>iq~<=}U$~9;1%E87b0Zx~hi3XJCd;^54qC2Q zX5w=E9)k3`6#M64XEuG7Dkmj0?yyg4Tos1eTzmZ_Oo<5H^#R&muHYQd-jYs{-xOlPv` zO&nv=E~4KljK9uHty443?|hD>8@+~IY6$ydfXorElU{jUoXrLPA=H>Tcj@wQ=E;0E z%H*|?uNl|e|cRl=vtGnO6@Kx7pVABk6^?a20hvosLSVE z7Flt;o;XDit2ow)ObatFfwZZ+*R5Ue`z>a@d$b+eYJ2^ObBM zZ6nzKcubU1$QF0k?`eS2I^Pxg3{SdHNE{w_9@D`rJ5o}V`?Mv$j)eg-wl^|(t%-Qa zYrkPeoNL~T)jl#bUE7vACI(Iq;+_noKhVNCg14|K28NVIR5OnTKqQL}26G+Z^=*}z z(oJ&->m@b)ZKfAHG{hZ4RZwqB36BXMAqTY9B_^;iq23%6)=vbZSAXyyTm0JA)8-p2 zE@bZtj+S&_W>EXOJ_j8Xet(KZi}DfnF4-oB<@ViqJ-1c?2thAFp88Q2MF)D;KRIfO z|A|LfF1E*_9PB_2NcV&T-;M(IO{y0gxFl+;lw7{*G zd_oluPEs9m)mVHR3nB3C&meQ@D*Y9CnOEp+GbWj7h9Jm%SFl2La90Roh4u=ROXCKi z0&ChZTzd<*cEfU;(iSykG6|b6dw2TiVeQ6s`QaRGe#5|q`kSXz;q3ET%K{N_P#lrnY3itO|RIj6}ta6Ps)lVK6`Gu|0qZ;HN(uFDtNX(IY7Eb~Z zTkSy@uPd-PzMpE#*||(sDyOrZpt~-XktDB|B`a|QHujxM_(j_P68LwnW+}`@#4zAR6H*>EB{e_$F(cVQ5}QSb-v-vvkZq{=z(iL?7?{$kl3gy`l^S zo{zzM{k{1@Gx_OM*bl;FHz5-?-E~;>poCMZ({%A1fK(3c0e*7c+k&HwmqI6RMD_^B zk}miJTwW8DTcO+VN-1_<05tdFJ6?CYg1=op7bt(y^2&@k*=8V7UZgfDP##$C^}^eq zq*G8lOvgRqFs;0}=Yh~wn_I*zS0PHhQ#maR`udkKOl$7T)DD+gb#TRs=MZlNl~o&= zj(t#HVP;pEhY`W-(J^uXecgedj$NrMN+X z>`nADp_ga^H_uIcZg95L?ZUSMg?^|Y?pJuNLS&j&u$ot)XLo^xV}xR?eWj07J{L>i zf>B@PkoaOaSTmsSta5RJKf+h$fq%DfTBGJsxciPFe|(ER=}<{VIcPE80$QzM^`PeB z`c;AAbSk_CCLads-*hTg)bi}?nZ!6s^-XH?1Z(%Wb@{OkF%Yk97MN|E-##YwZ_B`r zCMPb)F1_Qscc%5DU~WO$wNJS@mWcl%C-|_s%fhB{RE0OYLQRF6WXE`ea4!qq2)7Ct zhv!`5Xe={6ri2#wG3A&EC1g&h#sQQV?qfp2rcQV4f9fg)D^?=-+vJMx{A#{8pr2)6 znRw!iQOi(X`vHThnNP9$in3H-<`*U?0ST{0p#c8i#uj3xWWLw^LQWro@c<}{R$lLy z(}mT*dTq{*+R+Zxl$levfs%<&x>PABuvKA#Z>FgzQ_SvRiGG;i#MS1UBxo%4d(5U)1gOPk7J zOqV8>aFiss9=Rztfm$)gdi|xyF9xnM)pUI+De)vXUDU;PS)575>rgy$BbJ4`G)~)? z7*plw-N~7;mu`qbEAX-dk)g{s-)(%_A0L&%4IroNwnC6^-fjT>(fkheWrO0QgMwX7 zr@C2_gY{n1i5X0QJL09HlM=z4p)38u=tK$}fk&Z-y998Txi)h_JLL&B)g8?k(-RPx zqrK~=NW3(|^R=$PT7cqOj~S`Ot&9>zZhKU(y&5q{Vu(RxP*c9L#l5&fmyhTBbTRlf zI?Xt7j~L<9@yY6^kG+uPi0c8%XL)1}T4gS9%eZXC87rWcv}FLE7K2yEa@o?SNnJU) zEduXyA-ooR!54sgnNrh##^Zb1$2V_mO?Sg*pxKV?{Puw_J5#l#H^K(EN@c86*?OFq z!UEX6(L0w$zSSU@*U0n7tk#qizEngq_K?2Wcaj{cz3Ir%4%Qy13oIpUX9eKva0OfM2~+%49v!4Kahw{($;T?c3z!iYV;;QA2h42pQV zw-0JwWmIBuQg3BsIS*14;b2)%K{&^5o5H;AIM7UyU#>@)mff+WciXrS>5crlvNBjn ztZx=RzS<9F4T!TthvX^j|arvAA&a9Nd~E~*I%K8vcDrL^aW}o z7~J;0Q1;M?UH<*mxd5l&6S&7nNtagU^1@2sB@}R0X1t*f!N@M08)THrc3j&_1}!qw z+-6z8^1blR@DPjDOfZNWq{i1X>$f-_8(H#Ny&clIO<)V3SmF*l<^h(fF9SVq`Kq55 z#xj@jbfYfpMh?Dukr>S76vs^G^EP?-)A8HY#$a}$Z$PdrkUt!8WMxncitF4P((UYb z)CFkXpTx77w?gbI`4hUw*9IafhF;)EaG+NxnY>|8bowBumi4&L#;@OVMl@cUk(axQ z=9~fY)IO;6n&8`l526anISM9|-2Bo=Deq7a-bJkqe4Yb2y~aDUYOt034H?Co z8xpq$)o`eF;9}@#DJwFReRK=i-6mdQfW%f$fZVAsB(WsbIwJuHNXa2s9Xm~45&Fe- zMc1nmue-7%M0)DzyM`zR_KIa(-8gG&6ti7#5 z#F^}FZP4U4AO#6*UH1 z6hdss2IeXJ*1kPN^1De>>5cR+`tUmD=Ox6jcVieJU%IOIFqR|w@D~-=u;FzO!k@C` z6sysfvC1iAYaM^k*S^ih^__8jeS*m|EcuddQXL2`^4q3f8YIj=3UqV=ihyx93}^US zPuRpDO>10h$Ajr zQV{+GbAP6cVcsZbyK`rr1t1+(pTuI^v{bhW+yccGa@G6JG{5b9W! z4GBV)SGtK^O@*7PPI|3&C0ja_&4le~5X~-GysR$#i^OuKrg9^!U8;zu8s7PNI5Qpnm0E~`H zL&Fe{SOj14`h(5sS{7dh3A#In`@2;_&}&wQlmy1ZN7wE83|RC|bL&j<{j5>a`FWU& zT-TuW=!ygbcIl?u=9ilSK5C8Zm2`()?l2h!i)3HftqRhboOBWID{=>?uh*(K`0ZQ8 zF$MOL!%30P;eBDC<=G%BKYjo#a=j+t7jHru$0N-RNm@&^lUN^Moci@9sHq3)zc6^W zEJO(ycqv2}yw=Qd3@&+b{VQ+(88-guTI$enF~r)7m3q&aA-HQK)b!CGG@}#HDOO=W z))eylAwb|w0kO{m4Gto9vI)&wT>t(mFFdjVf#7-3reU#5|C9BYZs?%EzPU&26`14E`elQ66vSr>SStm6y>?vOHKpdI5kb7{3n;oM+1J_(7Id zuE~z^^UEK*lMEn7>6lM5U;Q>T-Ld*5s3xBX|Ri-u9dqRog~Mz z{$;c1{f;&XOX!G>Uyv~rzGm1MYwpj#Lzjz?u~kfr_Hkyq+=8qiv@P9UZP7+7ccE-~ zJrSy;qPtk7NWH7Ru?(tWQ3{mAQ`9{c?XE54k%KFyj5@hD zfL*6KK8s{E6Ur8P;AEdUxdfKBEL7$6^y`$~@;6bmBQlEbB9@yIL53C)ZD{onTEXUH zi&N-KW`QKvUg$YZc_?KY;fs05j2~fo_j0gwF|BenK){DMMI{u)g=p|L7Ic=4x&E1| z1y=|-`NP*S>VHaRN9^`dg&_hZT&UOUvEhx0YI-b{U5b>_Ub|oE7{vC^aHGmQ>Y=%d zMMT9Pmv`c8+n|}$dlBEz2aPnCB)T1#o#Te%xLU|d!VI^=Wo*{M{9aCfVmO0*@hpiE zzMM+ED=s}i+wvplWz9e?xXdFa|@zjt62|v z5tH=neBV8bwwO2`8Or}deyDgHSe*3e2W4QX8IZ@hb;Hxh!PaV+TP^Yoqe|zaAtB<5 zxO*go=IYVxa~(Ns<{Z5(8n}ekuJuHBlV{0kJiyCzMZan8Rd0zbo+JUY9dUVEYQGpW1&4P! zgTpbj28o)F2S)c{Pf~TX9B^|`7}!^<78TN}EFnLggjAtGyE)_H3VNyCr~PAnG?Grj zy6a$Lg6Sb4eXqtSV>8bPZ?{QP*J5!3jfh+tgl{Fm)Hx>Y0(!s0kzgw(r0FCxxMC6N zosG0~BGusz{xeOVprHZjj^B(E8GJK_>E*jB-%$CcrC`h&)HKXuoxnzV8B|IyGeFzH z0b9~UDAm)RLh+HoHJU@yf_3(SU();rOu!h{Cc%YwdC8KdKwV}SWrnJUa+roY=>EHu z(4D~Lxj1kXxowHOLU(m|S+!`Ol%J_Ii@b?TeZD@e zzf2O(Q@k(Uj?Jos!Q{3nCC21Ip}5&}7!+u{Hcv@;K^^cVV1#zAHfI4!7El#Rj`*p83LltbbDv(x1{;^%TZ?vvAJLhML$1By4kt3cI)5SzYjl z(LWx=px^<8nlDT)5`FL2oV8F++<86Fd%M6v=k5u1e3?5e6izEpgUCb>!GG;QCsjPH zv6vU;BQ1IL;5@DwF*OFiqX5cNH6^~V+&c)m<8GsWj8HnWAAgRjdzD`h`kO|r=8rz6Z;IlIORg+=-v`1N~AU{C7Ag^3aO-N z4FM@nEv2K*&`i#vQGROt8^nKxw|W_}x`uT3EzBrs%cdg$?mp&P_sr*fA+jiy#Od1J zP~y6}7KXhy*ab+coHn^MwV1Cx=h)xxY1Izc6vu>;IO27o`K}>#bAHHkn&V*`gZZ+r zG9%c@iVUw&f>9f)#>g81HtP@cmy1@P5k6_0Che=r%hSpJMPi>DJS>a%Ojx%@qTY*z&zm=}e+kBXthv zl?bS@#o7*)6^Aic^jTb8zA|=%>*IE(Jgp8-d?x@#@iZ`##|a5AcChzWlTBD59ZHOZ zS{os>uGv(V%S^UDBpw%ntgGU3)6W$$_KD@`AvM(|Htv=iO(FOieRK%7Ap%npYg>XZ zNjZvndp5%a00D;WeTyG|&|MMC$c!&e;=00H8r%lnCiC@06iLwo*~yvq2=IF^b_x$N z^Piol7vUPsy;2+ohIqo(yaPvMph+23>n+hTGYn4#BS;F&KxMYfFp>DyLIKCVq@5go zht4-;%4fSpF2RQ_<7FQLsNo)5Q~`UfsmK-8xcScYbw#!8pa?JOjQXpFHe@J2McBm7 z?DUYwjfW9;RI|xmws2Hi_Z^s;RC~Sjwv}#dp;uUTe?7(y)_24(v>|M4ESPn^vW2j_ z{_*j;AgG#KP|MqIdpB`6c0BS9yumAO7teB$(VANBPIsXTS3n9!kVF6qAGDnQGos?x z@KF-bHcd3e^1|qGYm-^BSkl7Z{wK<^F0jN_I;(IrN`C%~ z_3{sc#A~SbguH#I|H@?a@9dvlU^Jp{p_L`H3dm~Eus5YXde?bZ{i=r3iljvI!*ijP zr^6k6P-XZoPP`ER${JBwL_~@|XjRc-g>F*gnrJ+b@di^arq5Y@Yf7PErc=S=Iz2pUDO8<90Z4`?(MeT)rATU%@s01GZo7 zd$ap~1CCFYw8q~iAU8J_5k@a?BCMk$6JoMbSN7b@lzdF*JnR<(=%EQ@zNC&)e_b}# zHJM}Cp~>$+XHE9SCs#h0zeu=C(ipSxNZyNc(BM}nqQa|de(zhXec`+qdD`QtPV+${{F((*+r~JJ50X& zGF8#)8{5GibUCq4l;$L(vm>WN{w}g0)nnqE)HBo|uAtATt`Xx4Uc_04%%?clP$ofm zM|z&%uM{^=u#8PO{op4(?k&Mliay^6py!OA90fdLS2j$#>l90y`5DrS$Kex=2#t9! zEy?g9yV+nB{OL?bj}kdzKdbL#@U8 z1VCAU{D`W_Xuzh`Z(1<-b3J`m3PQh#&a==Ni6_3ZauofS^K&^JR|1`ZGFYREZjTj2`aGjxkpv7M3=3}2aun_6m8$Kj3^;y`zz6z8 zV%{7aDAaTkxT8Ed_^Di^lh?Se>8+4{l%5zwRTQ(@Z5#_$Xr=z!!-lHN>HH1>PmD!; zld*ts?p#y?-mCY>kLK2H=A5nx=_1!l3gLd4g!-N-?|LGSRWKbUX_UrZ2KB6OWZWp6 z7Wc)<6(=>IyIv8o&&7RU#dj%MpHbq59Y%?>oh{+_U1RfldA+GO;6v*}P3rKk%s|PD2`i@@Z0!}0?v2K4 zJ`7ut*U@UZ_>#X}#ktjf-e#N3U>l?fM&`8o2zl?5!Ve0dB3x_O5_`-?fE@#Z?XlnT z`4yZn#_956Fb+>`$XQB>prQ}-Qg3>4)dTwm2htYUw)FGwq$bTuR4_}F#rsP`wUf`s z{yd)dH1lkIU*TqGqg!L_iX6~sQ4`!S0E|&peq(rTj0X6&gn!%PbJ)^MY~nhpTHvtg zzTF#SLXM)|*jgNK#4@3}@);L!8fT0{lkTgj7UJR+5~m+)V;Kti(q3n&z|ZO_vy~Mu z&T&*725hVAxMJRNazy@$onTgJx-@q+{m6Sv$3?!LXT>wbWeFU;bU88&v9!0CFJQBB zrxtlY7mnazgT}u}XGi+Wa%-(K5j+t3R`AQ`(p3?LuQyi>4gRgumk^mVjWaP`LsE%> z8EkA_a909H4tLvwcaxslb0MxUxRv$a8E*(gOhWY%{j0$4nV?-wr;C@8TcN3NnfO9g zn%lDatn$Q>*qx^E1y!0^g($JgC8NhEmQ$_4juBq^Sc8qmx9y8WL&bI~=qqvLl)V6o zMXJL>y6rzX`>$xa43ctX_=^pbxVR^kXM#M$qy)yi3 z4ZPWjD4v`v>Vb23aE`FW-8!N%e9CYlgEafZj*MNi%ezb3dkTOU=R75%&FXszLky)ZVwmtRcOY2 zhs*fDvFZ!Y1;q@OqhJ&Kwd)X*U6DyX^G?NLfa2Olhroqoik=&rbQL0sr%c#`-y2A# z&rV4XLx{D=cL_Uf{P3$eT=0htNiS#O@V%iazYCVh9-Udh;5R`G>$vu0()PBI0zZvP z56YVzqj+smslL1Oa#M{|TlrEyQ>Krt?wpuLcD`?TSK$D73cU4#<`F(eA#2zuR4Le^*h=1WY#?`P`u$m7<*KV7B zF2;)bOB{2pdU*fzcdXn-IwHRH`$vWNPCj@#F5HmeQHG9EE>#WuYdOqOJ$&CD!5!u{ zZ^GbQ5a`?UqZdvQI+12bN1QGoAQ&rvCgn^NQJ&c<9jJFLu z&&IsbBW%ss{0|YU@4=kJX;B=4wa&r!@9MfxqK__)M3b|S_taPJEl92;W0=TEr^ZSr z?hLg>f(lpLOoVY3T5LdXp_q8Wulyw@8mG@>Eo#!SpF6WEZwNecyhs4}Yoj%-n7Y#; za&hqLet5Q|Q;|#@jm{WZx(3DXp#;25pvBI9EuH zXRz;?jE?>DYVe`->BW`WmXfa*7wN0WRh#a)@YW)WxzEH(HXL51n&g1Ruf9IwttMMc zXR|VtCQx^w5%S&J?Bfdx39ZfN)0`Lqw!!!cQVL_6@af06yK$JiUf`Ro++fdq$op#A ztuc_nUv$2Mn-thY7*McIRq#ua-#|_eMv3{KI6jKQ-GK4LxdeMXEXC}tq!;BAZA5yU zTTI)`lox~^+M_neraye`o;B{9Ff`Dw%+Xm zjnEY^jf2K#f=)EAEPmr0G`>*4e#(8FVc*u0l<7{bF&OqCx1uhhrOsE}b)PvbSD-m7 zW(AvLAdvNvYL4+i(WzFxc_(|oAACh}1K+&({0FI9`KV0-J>Wt9TotfBuxY5J^E4M| zl~HUOdG-4tIi9^YLl_>wzjn`Oem{gwHz@Iin1c{~)we!$Qx{jjr|;?9&b{~yUY`Lj7+_S^MT zNcMTAFYJxngq}0_o`}aT^f3X!n%=k9(f;`?Fy_0G`4VJ74zd`*35=KekMr}>zm&m# z(`!|S0=wusT}323J~7Cvr%NGn zjj7|!SY;k*mL_RfctWt2Eh-Ta-q= z+R(#s@|Kuuda{D77$NWo)#yLYEvCQk`Y9*4%gM~^7RIh0)@9gF$0wdjAhPLk`s{F4 z$G{9n{gJ*o^99?j2uRR*IE6kQ?MHvH!as1341v=><)(*X1%`DA2e2=Q66@LSvuKhM z?8)F?=dN`aNI-g@06d{%xD(~*D=XsJyAEPFcf@^@T;a@w^`WNzYjFff$a4i)%qFO` zT@blR+IdGBN18oyaPXux!j0mKC~##mtcb3SNpRxvSf6TfJf&?q)i`r-lu{y})_z#p z?TH>YAEPiaRCpCUrf0nov3@+JInN6!ERbY?#x!riCQRnl{SphJzgxJMW4V3E?}xz* z1(@@=4be=kcrv3eT{<#(pEq$4S`!!!)7lRmCZbi&R3+F0#HWele4qN3@w13FRbefk z1$P*D0?Mf{Ol{@`#$kp`w#52CPmV`d&4g1c7DM3AtCXsB)Y)=`-PiK21Q}hEZ2&e0%k$xO^^$pJFemMwYdQ zs}CLHk3{fg;Qcc(k7ANtbzPrk1uvyD!f4fDgR%Sco~Q$C7!4KYjrZHW4nEF$Qvsxme{b zVW8OXQ13jrFBbU^+BD$-QA>6CfTp%l{~Iz5`mMJEd|`L-^6_d{%~VFQi*eHWAP#I$ zPn8RMwI-Bfye;|F;p^^LP#~+r%TUddgSUBSb%C7cJ6-tKo_(e12)Wi}*Z`|n*$UQO z+yOA}fe2OJ_I;ecMsdt+tJUMmFPEm=S7AQ-8uU8dKcg0E>P;>ai1pW}y=aBX$84h} zX;E`)bW39a`Zr0Mv1~M;>`ZxnTb`KtQqZf+aQ=veIMF2#j3Fu|=uBwxHz#{;GCF4U z$tDW|@y4m~C(!jT>D5PW&&^NHa``oIGu#cT9mI8=md6Vvw}4a)@A$S@x? z9SQso0L(x$zkc{Jro1)u_Juzmz$-z=NrfD4i{=S(?K*B@7#yhM%kd@!S~(DomnDmVz1MsIdUaTkztHS~KX+P`8K1ub#l`srOFJ8Xr+cE*t><6wt(!a7J_Mm|G0doNV3=KeK} zXKwU>C8^NxGfYuR5UGj755Z!w4KaRVJ;$8%iAV)$0_HtNdZysPQRQzdM$ z=^e7O2Ygp2?0luW%=AUvQ|WNQi3~y0?+ZJ;MOeqcd!)%aP z{Rw&JDI6u1!#u48B^=<6aBk%bxUlO}1=MraYmz5kM{(fy^MJ)MNDEafijQ$%LW;_i}pg*}X+dJXr?px1)-FoU}e!9`!V z_lFdd5l3Oq4CvA%Y>iq8xp+C$c*u?T4ST7VlAnTM)cQC0J)FDi1zeS}Q-0X9Hm0$6S{-VQVxhnTywQHF8B8(Wy$Ly|kh0M))aG*d;GvR<~+W zb1Li|3tdaO*}FapsueHn+4tN&GBtv_8N<(R(CQj|^bxwJ)skQ8q4khYPGv$$Hng*`j=GqaB!bPI-`bGTL=>QR3N_I<(K*X0YjYzv(98lLOf zK=zvf-JRi=i^5vJ<(}X3m6T3|2P)xL*>B|J>+tL+=w{xC++JL(+uTQAg*~_QJJUTA zerbl*qnhx&R=`OC+;fk(2Q+>Ny8JZEc@ASIH8T%Ha=#YB72ST4&!z~gyNxST3J>;f zVK(Y>SMK6IyDZvC@8P-rznJcB+%HMo=)D>+s3@OiaQ_}Hnxk_cEVqgPC3Jk%ZIDZw&Px2!O1;41paShr*prS z!4*BVij1y_9)ZSGKUa>`O}+%fLJ zOlY^FGc*6Bua4 zuERU-D`|P=k!si?HwgR9=U)8`eJm8n-`?DpjZo2dF#6gmk_JKW+7qsFJ3Owbgq-$V zhcNg$5Bf$clYfigob5x9>jGD?4E{Dy!M(Y_KgmOx4z=)=!Z75y1ve~FWfuFuIrm`7 z4`EeC4j0td2LAOIc4IayX@y4P)JXqlu+(9Mpav1}S^-p+7>WDTxERjq zHAJ+zxl(mPS~nsxIi4- ztJ-&hpaBNZF#*mUpoQO)xgBeT-KsE=dFv)ut$`b)GKmyl!rkU0+BX?oqaWPV5!%dQ zHn2lBoV$85zWXU|fS3;UnJDbra5%RB-s-B$RMQhy{2bg?49g|;$ayolw|2l0aojG_ zQ%EO6?t52Z=U)|VdKGu1+*IZ%Q(?P!a2-?OT%~Euv_(+75tds`7j)hU?ydX6irdZ* z^xb3b{J$`L{7md)FKl|0KJ#?Vkn>lYT9FZ*S zsT%HfvpM+ghlHJf6Q+L=c9e=CzNZg#&JgW~CTKRoNThd{Ly1=I4s~Ne$BNA*!?d`& z!nsv1pm|plLGS6pQ!%3LQVh3C&Lb;ka7UNJ)BQ}5-w^I_g&z{3Srr^(I{%*xJs_+^ zD%@EIs}vWA)O-=VcUV~UbZ*!;Zg*8P<}NE?tB?Pi=J#RdPhrDXE)?`*8ypjA&Xf>e zg!|U!R&Im~qlCTp5{~U|fqkcPyF2}xyJBHg>Az{-XR%1tcZ>E+yl8t?aCggC;{J@e z7W;&~e~qhA1H%U`L0>ailP0X?7jD*&rQ~=^*em1zX04i)pq9(I_xzyxL(zu)7Ph zEjMz`3e+WX>nh>Wfh)=Ed2qr3(MDhA_Nn96ncHH&!~f>}+gy!rFk;xMf70c+XlpaM zmOr^!qwJWPE4h&Y!uEPB>?e)Y%&gPGPRJEDy3-nw_R)rJ8)04Kzq#}!)S9}M8NE%| zKC#?=rQBt+?ElHfyWqrlVPoElR!U|a)7_Z+$&G7yP1vlDFlxbi>~%=ky=kzn9xff? zAkyr`!fG9beVU+~+6MBoHFv3>XtT56#NRMx>_(=PooL;Ix%D~R#}hUQI%z$Wej(cZ zT{e>qI-*^^1!}+MO3&CLsGBqVd=V~v%gvT@WNOWUQi;&L64uLZ#lOdS@bP{)={h&& z6IV)co1pIIqW$8S1cCovm;!+yWC6Pg_TuvB|WW$ z{qFm3=KkVN8M_zXW0kPd!Q2Bm@M}9WFs5S?;q}T-~1T zm##qBO0K8ufq$~egloHB*xVF2^%J~2*n@f4 zi~HjiwEHUB{GkU0)m_THa16?1!h_AiHjX^Ryz~dkYIx#%guvX6Ubx3eFm3}^HWL1j zIE+0@pj>Zn?5Pj!F2jO%aC-kE%mgFuAUE!jB>1zMyGH&fGj~3ma*%uJhOn~rTu)^m zd}j+d^*g*g{Fq4Ptc5-73!5K^*6x?E`D2cg(^kQRAUG(8d!$|1pPDCdKkK*!VQ@x1 zOz7;3emd~TX6~E7s6b# z70xJuS9+ah4$|k^zk@HOLz#(t;ou};4Tgs!hcDbPCW1_UBJ7ZMuCHb!`P&}8%oA3> za}@LHWUkU??(t}0TZ`cO9?`hpY0zLhR4RkV`<@l)9|P#%0%w1K$pc~p9by7~-GyyS z7Is6eu*C}J$T+hFA?y%|OH5xqxak};>=nnnJ`?)KL8HBw1-)?D&#C@cM}>f)0HE{aaxB=tS&q3rhoG>R;|q&8x^62Djvi zwoE(;`6ml|W7EIcvBx#^od(OCpveWO);C$uAOqORg}XI@TV5gBc>_`ey*`&a)Sc^} zEZPpWaI?a7K}*fJ#-7|8H-%Mg;0CCq{*z)$ge}W}bANEtM%?%(J7vSIt)eYgPs9DL zhBr@%R_&Q+gT!t!#V5k84&3+QT+@R8o432(B1h_RJD(G+Q!#umd7C+RCilh;s2V41 zKsmRgbUJgZA-CLBSd**pW))QXf34GdP)_Un25>ngNmA*clv9!!05}bI+RBp5I@ene{$vJ=b+V z&#RtEJYY@rx(sJ(-xT%wT&Noc58Z&BzVdqOWJzS@Lh7t2-i+J4dOvs%>E9CU?8564 zE$-}})J&snL49`^a|B8kQ!7kwvtBE%SUb%Sx511K9^|84tkyRm7{r-8xnEB$$M8N7M>YTy%M9p&KHP{P}=Kh{tTd9?< z`Iyfkc%uO7N!@2XJd!HC0#=oXYa?Ai%pAk3zZS-v;_Xt-TQ$B=RGU9}vr?!A74WEH zkwnT&<@Mb}txl)fR#R`OJs=ub!(&^ivX^=NYN6fSVnM?jys-_`E;bMifHW28^530 z;~q7jjkk9ATh;~3c=KX@Pm>4mREKI-1yjkai<8VnkEwYw?}$bgFm4^S`)R8E#2Qg^ zH$daFP`=lD%yl}f-Ar9@LEO7F&{*RGYy51-{?jktLy zc}iT=Eb=`iRmwO+M>=s1%%KZt62>A#uy zk*cKil{Ls#+=fu-lp&b~UwF+1HVP&!kWA%W)ZlDt-FLWXNE7bMet0U6w`Ut~(C}}> zdN=48!<%0OO*?$Yd`Cg0mEs1)@z$5}I?6P&-X9Ci)=6ekB31c0HCX zkP6KzsY%K$#E{L@#`C|Ya}6x&{ST}8Y?!i*SM@42sE%6Sx0UEPPu%-Eq3KPS*eIDw zy8jY`9e5jdQy1UiEoh;d8MI;UOJJ{qF!(-i!!N3{@lVWkIo13aZ^}ceO6On15HoQb zS5sY1@;-P%HSgB$fS4(kR5c&T3{B?!_LA4Nrxa`PWU7U~WTu|uReuYERoe?T%z%r7 zpxH;5(x-!+*%SXh28IcL8roBvmz=cl&p0qh2T0C5vJ4KFPGmqo)2V zuG;XyZp7rGI9S6foVRM%*tZrkeC0@`n5vDy8S5;mH=Q;s4 z`oagVdCir(vZhXhYMWu`dFr=!(6zTLYw;|}wAcnyuR!%W-e$XQqAuM@Ey;wIjnuS3 za(FL?>ej;hXlQp<%Ox=V0MxwC8~%&hGD4o!eYv=$M`3EG9ulc;Mh#s}{T2^hpTH7X z1)`;;xM}Of?VSw6UczRDo~&+@dDE((hN>d5WsA7(f5XxbFnx}aV4qNN!>{wU)KlFD zD6^K?Qzu43t?$%Gy8tUnu1Yw)V45K`W0FY>O+jkfvrE_@}XM9G8cG0pQ`-}Mvl;CZFPqeJM~4r)x1&h zaPsY0hsV=eqVd^ib!Gfzys8f%Nd+8B%Ko>p1edgjy zdGW4JfG^57K?+k3Kpn59l6ZfbOMQ>~P>@s!gCwNKQ0KM$so-p2DH{kR| z!-!X+;J_T}z8_F(sG;B*7v7iAywme}ul$6AMhq8>c84=Y8?oxfQ}>j?sYxTy{{`>9 zNyfxAX>hvANaXkfuGKUlzOsRX>S1*MQG#9(up*0kZLlfv;9l72F0Xehv|c(|Fyj!^ zDTMo^%rM7T>NV*x#6jjTdM&j>0`w}UzLGP?T&<`FD&V@QV~MXfQLX=i8P%{;u!Ue{ zEzF!dj_9LfDfng~b#@f>+HI=t4;ZaKp6C?~EAGLWKVgQEmEd4^SZO)|&reW?lu@O} zO+=0tFtf)bqW&a!*bhplL7z8p&L5MBS%GlqMR?>rl+m2R`ZfewUxOK+#ntOS6?2cE zuFs;rX@au{Peb3m@Nh1aZWY&O*mPo*D|PlEYGwh{m->TMW(D+(g>OsX9O)UvtTE7F zE%nGLs!TcDAU9KR?w@d21*}Q8MlQ8kM15;0eHp&hnvMPE{+ z!}`eN~q9lIWcfLtlJFpYGA@_529iS47v&(`mGSmp9f9DsV8ni`6gcb zJ)Y=shxeqxN>&9|YT!Zm={{W8Zq;v@XG}HmfQlv5&t|KM`6ppQw>7Ma<6)2wtWTyo zyrSm!Tq`(w3iY%CMGPPD(>Q~{|+67 ztjG5jQ%(2tDz?Gk;Xdf)Ms&rT39W^--syv5ZCv0GK-oTrv z?1x^{sX?2eQw=QWy^%Gz4mR}l$NG8Hf}Om{jZj5*6EVaAI^Pkus0Ai32_UK*giXJw zON=)Q7B7cmk5Sb+2NFZg;J4MhPA6f(6RKIaEktD>>erVr`CO2wDsN$k>Q=$V8PGWh zntz09w!y^EP-@e4>XI+8c)&J6iv@7UcWTML5W#VI;-38%_8z{S)wu{3wGSn##KB^( z9Yl*n>X~QM&%R-Tj;S#JHLt1iPTcQlaO-(k|BlzOcevpFS-hjS!Ne<2sg4@lHv<0y zJL=+{)WS^3G;8Ed8Wc(F<-ogT_kXi4=fAnAMcjKscS+=^CA^6T{(n`v&l~iMT0bJ{ zw{%=C?){^@qaVV=PP>U)SMz>}r#e1?g|d5a50YVn!d_zGM(UVzFr|vOamzkIm%piB z>i1*c0nzAT&pSGjnsf{H`VP109UwM1!NvPvFSmolZHHlFAvE_qguKUjRZHRaE{Bod z3qDAorgo2Eb$tyVDjg9VHw|uk$NN?NDDuzZHNOJ4+Z`h|hEZKIsbdGlqR(#X_8j=_ z2Xq~J93G7mwCr?(Rbw@5E`x5e@x({tU`i6)u5gm*vXS~A4XV#Lg*+Fjt{~k1K6pGs-m5iP% zc*h-wsgK|e^Azl#Anv1bXxaS?diuhhXLy?{c-@pz@x7_M;{&MY{(|A^XIWdUp?ffO z!YAHz?KIXtb}%9gw%(w6e1%VR&JiarqMnbUYUfaQ{eW&R>F6EJoAwj_IPw>I6;mH~ zJkM%1nwq{!GW*0+Bg)`ET`!30J`O(ih7*&h=U?z@D_kT-PJ$k3ypvS^#`-PLQ}YtB z+=hDb8r)_#&82#@!Y9M7qVH08{t(nIguA4!VO=cm zMd|Cvx0dQz4$I{-1gBU@=EXm${mxMLRKQ<~H;AjIQlD>vm#X1j>rC|DN_|obCu!eA z?=Tp3gWA>rJ$15(g<)w z{kgnrhUK$fD}cIE_XRtwpnAnpD@v%>#uQ+Fr(nBs>a;%#k*|WfU$IC~YASWjCU`~d z0a3@A8od>ExJ<3kDkjdD3$N{<>fV3{8lcz0hk`S2i>s$!BItb&R<^-eMvstp8Pquf z_dlSv?^sH#SP6BzK1L63s@G|1#dGS+9%Z6ln+SFNs0YqcJH3H=@1F=B(s)Yr4xzre zN}c@~>d!A1l+J=aO}tgQ&ya5qRW}!Q9QGW&U17yRXk7p^+Py&DkyP&zSlRg{an=}^ zxdtA73Vp`EB3Ai8n-rM&idSE;La@sws!uwsehaf^z7{mt%6s$@Ri>8LSE~|zY~idO zycrqPLj&L7JQl*LY--H@D&)ThecGVSvbV&WG0@-v^+<tKz14KaHIjIE^lOn*wT`q{#oP~LeN)SNF=qk)Zra=V~^HZ^B)6VZ4-ly9R34F4ur z>jv#(U~UoYw(>i2l|nn2X2IKIq0u@Rmk8yaLx1@nIEM+;`5UM?sW48tg=k+x&F%dU ztMP0YP{&)_w^eY#JZN&0da@DL?f#dT*8+_U+K6#W#O;2N8esMdIaWjCZtV{KU*j!d z4rs*=16)=!|;`@(|Pyk^Q> z1%uD?HoW6q+*_8IHw&6*o^>#&Z#U$z<8{~xO&fU=2g$K2I#7dli(8)~uIZBQ z#M1|OmG4s*FP9g!;3zbE2$MSXVC`i_4OvZXjHfz3fkmlJ$9 z|1g<1e9!X8UMOFC@ zL-cy#Je;UScX?9`Rfwu?@LM6Z*hH1p!jr02N)7Fz##)ddZgO{Z^qK%ed|~4ms`<3u ztSJH1kayxXs%r?k%;GH$hM{(vMAuAM{FQ1ksE^>;MbzHAsbM*=#6?RmEuY%xuFd+O z7^aNwi+Qi+{ZZy_aM-f}+ zQ#~SJS(dox2b&6NJ5i(dN@iOwbww+DI&3s?@=|#55Vc<+jFK{AZ5s*y2Lf=`26&w9 z(`i(W-TyZ5kdPr6k}=6pWQ@oPHtRt=E{i{LiQRSn~%^$Ed&L zRySA~p_ucYuvvAD$f1K_%wo26G~AramNy(g&M{{ndx;%(n$>PLQ0Nvbw!)WvQUuLg z8w)*a3w8Y2tqE-9XE?9@Ao8g_Ja<*>R(%t^Kb3u!3N3z%J>O$6*={DgEfmgG9)h{` zk$2cURwoN?RUL|41EGt%yiX&c`7^QS>YGZoHI;W>p1j!_!$|WHV%x>C+X~tF)@G!| zMX~2Uhz%ZRF7$Z`YpFM!yf}&N5Cnr$*vg-9URMjDPn}rvo$y>bY+Gf7tUWy@Y#&*~+x+djkj_SWQu?_xXXk0FDn!fL_nf>ic-1#8*EMyPHm488-a zDcfS7K4M?EKs{AEe9jh|Fm$YBCr?--4=&OehjR<%&Al+5wEQ4eZ`=gjS0ejD*PgVR z1TSr6cl~5*be$-4krT`dQOwcl>}4ef%%d0FHCt?rebD1RyfS|h**OB%sykV7i3ywU zA$H7Bc!_>R!PD1Vn?rMFJFTCpW*Iy(}du(7%E$=ssQ2b_ScYo9%iB?ycr5)YAppK7^NR%^>v$vbz?tH6r0FwV6W4426kH z+0MsdEsa^|>kX6Mz^*N3OV;*d3yN9WHghDqZDjXe5nH&?wkNIMg55lgG+1e)aaep52+CGQL4cy56%f;3` zC3ft{1?06=Y>#tr|2xH0(^@Fh%Z7coPVD$gY|1Crpq;zW0~4TH04ykl$x{}Q-L|v) zZnDd|dys|B?AYDxwcD^qwZ)jLi`eC1@Li_Z@wJwq&qA>W4$G^S4OgfwCEpE^cl=Ve z=S#6_7M?=Az1jCMto<9YH=8e$_23%CRKEb17qf-h%W+R*;k6B74X(fgU!j_=7wP4| zz6*roufvoduxFPQvL2WQ)k4@6X|Sjgj_>J>In08+_QHerpt{OR$(8-!dsk?G5Z-*m z`b7DVA9A2WgH@8ZhQZ#;S+#t)Lem$yR>73BVtc-W2V1R1zIE_@JT#oJ2ET8H>dDZj z6n^OFhdkTF_Pz-Z{er8U*OIrYu9NK38%EBBzL{b_)m$$*c>p~46soKFOBOE?>u^l$ ztrxI&;|;PN8qPNK7P~42IyB#i{YSx1cAJoU15CdxHnPKJ$;J+1R|m46ufeH5U`FQv z(yvl6Z|~WHd$=dIVZT6fm8)2XM=-tiR-t_d!NyT=b&l9i>On#$4`b7p!G0&jM!kYf zG`Ep!Ea4X)IQ1;N{T3Rv+K%_fz$WXUUp$=JHdyk`cy_>MHaZD5ErlhMcaYPzv60mkf4l)t$25He~zHg;D!qlT7GWa~Ju==+88I3Xj&?O|D%6OQPYl7xLb16e@J! zaK&sI1J@V8(q?;Poj!`azgn#EdG`2w=x?_d`}wm|FSED5h&Af4kBpkg`dwp7%EaDv z+)obJAvXG!yiF_NI)gBw-)6$;d!TXk1F|0P3!A&L{^4Rvv)Jji!-e{*9~4?<3NufL zHF*V3Hi?jIX$d#_uqCnVw72r!ZFz`1wiY&zXG?VslhenGy}t<#N`l9~!R8$!(RVU? zzZ{x$J0kStbhhO#xG@7}&WR#VKY&^_k4kPb68qClF=riuSx?}QdeK5p4`#KNu%)?h zdZS}P@0*J~ahh#jAhyivxa5r0Ff&fxldVr+o_6d;e^%?-Npf=;`&0iEIm;2o{1&Ti za9T28Cj1o&A1lX@rhVa=d2GvYc4HR&p?XHv8OCg;JKSs`Fg>u zeeg_;c%177e?^F$^F-|9x|bw}4Q9_QhC0z~U@mkqPavOqv1eaHoo1JXZnc7yzR)EO z#@SwxZ08TRB|xPw>@)jBNsBFF&s>GtWpImrlF*8&&?T6CnyQ#)zs2gzOeVL6vcK=J zF3MN2Zy(lt9((Qp)X9QDs@G&yGKQ}1?6XML;u(yqe_d!hQ?XS}K({=Yqmd#xVg&3E z%LW%hH|rbZb3dq~bCcXUjvcO-id>Wa%yvQSwiKvT&boHJg}FGfBX&Z!eQC&hUtY@^ z>5>=v!wzn++7otR-3-YWCW<+7F^oS7^>U%I`E9bD)g5xXuh^<_VxMc>m34$Iys#ct zYkyB6p9et8t1$jM44HZ#`GeVosW5)V1N04LRg^QyMSWnNi`Y>I*o22{C)J0fiaT_R zWG(AwNnRYv1|JuzoCgiih_zZNuU;V=(&90>&`&X6UVx)MunBFRNbcImE-GR3 zbf1!=C&7fR@^(sryMM}Cvun2GVkg!*9bQp-MuyIocj0~bLL~?D><<&>!#t1YvW`9q z6P~l38s=h7X0V2r*hQzwJ`~ zYXX;fz_(Fw+;e!n!6%^xX6%9G&?_Il)BG%S{7AU>9a~%Li_n5~(C(7htDoTh314xK z0c>HZVvg-pfDEf>sdfAZ}we`*z3)Ik_My2dKJTW+U4jymNmEn>+AlK^mc&n1EKwO zc;g4#t4js?O%vN7g!M^dKUBhrJ%3B4&SHD-WgDnel0N<9edo%KKM1cslGmV)($0V4 zfkCXAhrHfViupcA?1TnYWW6zr?X_I&!INUu^Z!h5&8p;kOL-@*5}SIKZD3Q4^jQZ# z#Ip{c*wnVlvL4zDeM{L-9jlX*rogmq^7g$6y`5Dg?Qg@IRcj!Bm{^AaHObzG;i0E& zL$zAyKZO0TgmpLu`!-f3ePiI{=C#SRQEdM;@W^?nQ4GJ>)sf7&41EIYO5W;R54oqo zLpxaCO8Ch@4d?8Eeec1@>h&cX_hZ+%vR}f*PI&|~YO9k`i^OU~v1@YJ{wEtqYHBu= zTx%(|#D{e}%MNJO2>r&u#_QNmAH`;jZ;ZT2tVSvPGFb!bZiwyw3pR0XLax~b9jj`R zcMRcxxiES^tCZawlo?}e<3z%MRVkifolq2^!pYKd$a+V=`Zw@rxFSdEjj_BhCoe#m2gFBHMqT!52`s71%chv$NMCq* z9@Gklo3h|fRRf&=Ol)iQp2%Yge|d_1lqWVYwwL7GmWGmMYuPp*;m>isaj%=$A>YJm zP3}Vm1hKzTSkvi!N$m_aph`cll99HBRyyf6v6b+wT7xs%utJK2lrP`Anm$sN5|L9 zWdJ+sDops!ssxWA7p1}xJ#3I~2HPPNZoi|LZhdT#{{YlgwL{*4aA72Tko)%&g&WP<)2zRy^kN(zhkstf&0&D$2?3FeXNd0ke_eQZb6U8nrVMk7~ zC*!w5y%aX&r&xEVi9%n7z)|UJf|7$|$6jK0&W0-c;G+9t^He5bzxhx<0`7hcYu25N zxq3kBqwvaev7H-E5xU1r?2=RPbw0FdI#n`hB<$kL?l}ili^RUPaU@5rXA>^5oj$X> z+D#Mc5ddE$!`<7R$eO7zY4>#Gy#x1DbCz7{0$+!*HVduuc zaDaAO*{j#tZa?MS*Tn_%bb`x5*f(in?Ud$8UhB#Bm<_}Bvi0u63zXGo4?jf|u8Sd-78291=mxZy{2P{Fpg{+s_QgYl65rK}SUvNs;FhIM=- zS4OcD8?2J-y_}6W$@*yeD&(Y9@Nlcul8tP{evF5`CajS)d^1}=8Llj4CrlL!^VfOG-cJ&Z{$K>viGjrhaANa~=sSw-y+&+0j z4Qix`T~o<^HrOKB{~mj!dZ47AtJtsMtkIyYLXR$DHKX9#9IM*q zLpX3QJhmS;%YI56QTb#=-hcf`M^=E$qx3!EwP%FaIHa@ ztR*v{;~udCs~;eb^;OLE;bNU?hs%1;7#c5Po8_?U)elMzdIeipMo4b(fn~AK`7Jwm z%pu8BYuQ%uaN|ezht6Tind9NZO=5>6!DHXpW*sAiuAdA`gIK2SE*mA4m zLT9gLAH~5Ftxu3G?BE7}_#*+%`~n}gKdF$Xwy>MZ*dO|*$eE7tVK6)77Cil1?Ba;`D^#2pSh0^6v^3a#*jb5F3RMw~_8Sax>HbC|z1J9I6K zxyT0S#F4+o!P%SGM~R9#>>G^LJ5RQm%mxOrbIakAt`}rAo6fe$5c|8=Mag+{=~ zJFk5rdG0D~U&dB(Op?q=WzY9W#=4new}--tJM3KLtGL%b&}<$&dq8ZPEEuSIO|o(z zn;i*6-g9HCK4ItA&5*QQ z3@;vqy1DEEuiKJVuf<+!dPlOO6%6r(?nUfNt-F$=Y~iK#^0rTa+dqq~+WsCn-yV** z%3k=+?wEQX_ZU+Xn$6<{;) zTdVGK>|+97d%#Q2*^Ui!Nfj@#?x)z7`RwSXFVJTs)c0j~pJQtju^w74WqoDCTCW$I zcu8!R&wplUyFAR%Ufv}E?CWH)Hs8f2c6udim#OTY?W}4lyQD(i*WL3K(sqWt$-CKZ zcjVny?KN4u5A<|VOzVfN{=foq_d-}J5-!OW` PhQ*k@+Kc-yFG^c>U)=I0x0VzDTaH5nHs59e)Y-Z1+`Y_yl?D2SCqc z_Dw0Y>r^6nbqd>KyV(6V*}4_%xZU5-`!)>gT}sw-5&Je1j<59{{T8y}hv5pfGO}n0 zoUl~hlw;8FrPzawe@LoZz?I%?aSXJ718+9}Ng9rZ5o=(*3+(b@v2V4@F}JZ|uWt|= z{#C4+?k~*80TuPTe zRZUXehF!T17RN)w3Cd)|X1J*`+fc2dx3Sy&)3-7o$HZC)1Y4^`_({AR>xWFtv#^MJ+X(Y*C$uI!q4ICsKGKn(G<~T^G-O`v|ACZ7ex(GkYwF zZCc8%>!^W!Cc`P)VEPT%?-zTdTN6nQXSik;{F(uc=4uK(x}Wu{*_3o#An(AZ@L0WO zWYZyV-4c1fMMI|-?7-p8vEK@|S&Z24&03JtN5T86*+J)FbM2P0`rE;;{;cC=c;^di z)S(sTIFW4{DDSs2_O7EAIdF&AW4Bm0@Vej9CgQ{zjC;GzXuFyYR?Ds6_ zT)PeSGlqi}!In8&GM{xF3zma(Urv=!RQ60Y-+_ggG+{JFpU}qZYVc$7$@P4scH9L~! zZt~7L1hbyN7E3yzcQpK-%MMapw!fL7aBsZJFa!+>l2{tQ_jTzC4)b@c}Vqrxg``FqLz1Fg^7uhx+*)2M~ z$%=9CNg`|h4W8BOLv9U%l_~7Ja@Kr$U&+=PY(#0H_pN8jN!?w)^;yo*|mA=q54qCJ}mOO6@+xd&#mLPV1`$3Y= z?BTF2Vq>qeZOY&leG`SOn9AzR94vI6@(?n+4;yzt-ga4Hs~8UzI^SLFvq;wB8QkV+ ziuX^5b;}cLIbxV(hgh+}h4NNwX+|!vhEM&(nqL%q?t{E-bqgwWt#Vyn%OcfmgR{61@0!xHEAhk9->Btq=Mx+8_YFoBnj zLcLrzq@k72>gHnSd$BpEpv7x=zUe63hZVcsm#r2D-HPOWt~FX#OIvtxJ=9HLgFlO{ z*4`TP36S^FcUDh-jL?v&@I?i*>S0563}tuSVQVPcl6fxd<%dvT)ei3sWUINe3nJOv zY}T^=SfP5JY{+p~Jx^YDjd4O>SU{_l@X{IBv5*aEF`le$&AR)+ybEyj2Y9*71k7P0 ztdS_zqeN_;uD#GJTg7%xVQY1rh}^RsBwwmbLeKfIQv}@g7OkNp<`yS ziM!d(cf{7}<4i7b5t|0Smq1*fa3z8@79k*<@WmcKHQZSPaLunS;5FWxH&Ip;ut761YTnF8)p()5fE6!Y3Awr+qs zxjdPDTPk*Jr$ywoDX_)A;-UAQ<^WsJruJ=+RKI7kA*ik zu)VIpgI~q2bnwC)16lj)@a7M(>LDv6ebU5!sDutZy~$g%;Gui4p~^~fML)L46^=g$ zQy$6NvyKn?4T9<(&^rpg&w+-^S7F^rRz06xsp%_OY$>n(DzUfDvc2EIL#abbXh7NF5Ae-Jffb2UBHcn$F&)Pz!?_vAhgOSw($;SQQmvDCKBewsbtz^_9 z*dz+xSr#NY;3OOUik)_L8+rFFJFwMuq3Pp;h4$YJqmp2gQs~!l2l8)&M!(qTZXuFQ zo#EPD@UG!bSqILA(feW3OlbUcmt^xHyCwaX!09ib(eO~@DqyFL+JpVx!=~DMao!hp zV26F=v5ByGAX{1nr+3~j>!2O-9=|2Fc_l2H8Ai_7BR2CcYf}AyDVmc`Df9gg0{ zaNr^seFQem5&O;bpyd4%V*Pz0B)`Y9)8E4TEe}byjE5UP!WrWalbM^~$!}~{d8Fj& z=|?0tXTa%(QP_VD9JC*vc)+%-d6X=3V`m%^oB0Hu92`xyTmm;n%lji2&S-QD`At?9+YF>;bD|6fgNZf*n5il4RUs*e)7A^Gd+?uUYM8mvO!? zJFN8;oZ}C-Ccv{-6D5Q6lSm~;_$(F1^+?9&K37SLdGNvk*dYrBt6r0=Y7E`nq2)97 zZ2jw`jwy7>6T7W21^HUukaV?%&-~!|53F0_P4amOwA4#Q&J?(?>n+J#CpJDE>QzZY z-x}%25y4h@!j4#+L3YSxgB#vPE-(1}6l?h!#y7n~>RGWne4%oj*o8&#h1Ol6@#|T= z1hFBX+3M}@30-K<<^{k}SK*@6`{-E#Eqgp5FU%0zA(UO%CzE{P0!JQzda4hFR(FRB zBcWCOEXhklVJA;^^vXw)HLV{@F7|`gAK;ZXPb5P(!i6R9h3-?*Y7)G(6^8tTDqXXM zj!uUOO3#p|7rSdVTVo%auabkD{bA<_xY*>mG;1(`GwF4B65 z{OjT6OKeU1JfVvNM(&-iQPlfs2^O0``?0QGuz13bzs`in0sS7L!gSHRF zUaeIiwEIA~Zy~G`DRx;lEL3}=kYk6+dvz)7ew+<`shG7i3jfN*7XPmK-ikTqjJ%0& z{?4u~-u{()NB^0set+iD3v5C0pK06X-CvnB_V4Vv@t?W(%AZ-M;J>wjnWpNhG^%X@{aZJ*0~wZW%9vb&ks{mT`z&MC3W^8XzR zH9yNbcBH&lSN$`)pA)k6f9H+c|IF^yO8?6Jz5mR* zE`R2-Fj$!RXO6A)T_LXzU=0>3=7GcV*315P^inJPBi{{C%<)Uvlw*IV!OK50yzviN z>s$Pp-rj%a`xw^#&7XOr`A>!HHTvK6;2OnLzo3}j#qhm$xzLGYME5A>D^B;-@A&nKlsnQ`A9K))lu55h!KPSnGHM?(|u#hXz#?GIiKL zv-k4<8xNh7w_*O@>8n{)AwOCEnUhxinQ3R`?fXtKBU@GbBOBTLnZE1f{S+_O{*z+f zXsb;2n(${H+$>f-S?tPE_Cv?&3OR9#ys6vR-Z#Y_`UM+yR}t#tEcU}L=x`gRRjnaw z-`-*)=fXx|Vtq5keyUkh=;Q%x-@|O=Q?ZTJYAK}e5V2pDh@Emw-i#MwqlT-J8s1{p z#IU{B)Fuy|7u%>9`fAs~{OsW54Q$$F*!QbqMs}zxw6TM{zJc;i{sA*O*Av=*8XL6( zYNW}#rjq?)pzMA3Q8PvQ38npz|=T*ri!>a0Bl0-*uG%7pSYW6PQNs}=mh zY-{0#uRDvssdjzH8aY|N`+tsg1X!wPn0ru9J`V#)JD6Qtb!Wn3Sg`Lg7shIRf5;@7 ze;17Tgs|TI5PE2C+mtL`Wi8$R*mCJ_4F;HXqF@^nK`9RFd3V5i%L(`CrBFZsZPXh6 zlE_N3IQ5wg{@&`B>Wm-G#Gyr1Tx?$)b*l2#IN47M0n+FP(!Wf&hJ0R38gw{)r8CSX zwH5!9;%`NvrdLr)iZs>D3LDYqJ9(A)G3nF-2;cn~&$qLr6a=#-wy+HhR^;^L06GU7 zAiA7*LgjIhKozsOZpFt5L-3F@yylhHfgX3JdrH8s`B0IaL5GMcJbi4+Z#+o^gPg1F zs2t6lQgb0RxBvsCae13$l8U}xCrNk1V`W<_@>&37*FcwD-{%lyh40~;goBfMBcXrA zyJbocM6w}Edk?oXN7B{yqK>7_=g1he^K*VBK9+W-$Y`dd2zmrB)d)I@{N$cp5r<|< zCm)7Qil0MIt>BuduF~mqDKk;;ZUKV%U4!# zS!sXL=th#cGPFIh*!JQ$KL= zjRzz}T$-99sHbO2oOX6Z8ysKQq{8(PAtR=2$*=)WbY$c8^m`1Q{S)m`6+U|172CwE ztJiDf)++%U$XM!lEmr%PrC8iZD3E%Rlp65uZt}o7WXB=cZ|0e^kpC2Dn(Y1E38zXIzAP^8`;i#X`gQ_qaX?L|u zGVytQ!||)xJMnE!x6k1Yejt4mX1T8feC1VCB2O3)YVJfJT^T_>J!*EWVBW`~`({R0 z_f!t^o*pJmG`lS8b;grXQzox_Fz}&huYXsL0<_WI&9sVbA*ePXULCFQ4a3CJtqQV% z>c%Kr>h359d?I$_yuTw6i>lXvs{BO0;dlW=WHXCKsv&uF|tG$T<}%b?_UiN;TsvU@Fb(CVBt*`4a-g>QF-EOnZ4Arr-Yf{8mAUe8lW zxD8dc$==&tdvS6f%*-!!^NfIwh~U_O@SGrMetPU=H2EFByr96 zcyYqEY|~J6p zTfY+Pm^euRxgke&pd7mNZ`5VYXByo|HCa;fMHm&X%~C5lx{5;m>Yg7?T~+`4p?dmC zgb}Xna>f|Kr_@Sm3S!l|fOQ`}RwyKUF!yrUbSr|x<&U7)4gqGuJ9KS%8O-hsYZ1g0 z-W7A4R5~)kkIS?b{kqJwqqb$;dvZ$>=Yf2FgchCNCu*9IeEG+YX;L*5#A`mA&1aPt z7%U;qtnTylpCkWT!kZ85BxU`!5zX6yN7b7n^I(SG~Wb`=!HO+Kf)N0(FIHzBBAl zZ`XZdIeRDus5ErDram#r`|zWub9tY(;tko6z^BEGodo}ibQTX*_}D^}Ulk47TYo{? zw2NX3CyvSHcCLEqc`XWC9LUw$yk3)4wrj#?ZR{2+(H=S`G*`$vtqA?i_6T?s#%I*+ zbf5lGmQ)Hs!NtZ9C92<*Eps<0l~ubhZ4ep3wN%VWwdTvVb@aU%aS%U7w~q;rgC3rB zZo!DtpSII1E`|3eSm{3i*P!p$Kf}L)Qgbkxd1!BiZ`ozq2CBMYNzOXAB`(UtDOZ>N zPII}$vOEWVikr>(#w?`)9-?FTKxiwS-Qm~%;zZn#%Gbbc*Vt}aoX|ao$S|x^O&9E@|uO_?qx$?NeR+C&?Mng71o$2C0$<^vSbaQUe3$;@~P z0UqAt)mmzDW2ia|8T*8b4}y+EfG3eGC!b%Q!1I(cQob8UOk46S>72BuWL3v}?)2%VOS!#OSz(Yd>G-(bNP?@~v# zeKrZIW{M9eZu$1=S^E{{Myx^=x_MAKLl`-|Fp8XB_-LY6LBUtuQ=u=GtiS+iO@=bAtZ^g$`?XyY+ zOc5((-=Of?6eSM22^Re(%prTxrpFIG#ydGsEGoZv;Lg&=|K&3~+BRWdvD@?LVdJ3$ zG@HoOK<0@+Rxk_cx(+N*)%Ofm&fhl9h8%Rvj=xy#^8NNDApi1Pb@o#+S6)owlfCSm z+aUwvs(!@dul7l0sgWw9Ry)Wjl%yeaK+XrXS0$k1X2mjPx-fWntA2gI?h#rtb|8!mEk zso66@n}8be+qaEB4mbs@8(C7k7T?2Tm6lEa+CSbibe1@YwlMKycaEcT?ynfXErVP? zbU!D6IY+J6*dJ2dwpz~c17>9PavdU(2#Pnqc64F=h#4vMJy-e1m<$o5rKcbxJSAXm z4`0$ruE{fgXP+T_>KsQsCwPTLAb)bF{#l}#nIH=n_zy6obSQiir_@nWf?O9fwF+od z$JD*Y&T=91PYuAZ=rYLcn$+cu zU^SbeI+Ka{6eP%;f&%RNDAPMj?fUU_#rv?e-y%LNzBioC!_;%O0*0pf)Xf)>SuPJw zpm`53ZcBFYqTF+r4|o#E4`!0nb^0yd{{#F)80sW}?K;a0dIO_vxdNy&rgio0R;@fC z&oYJb8>}wG;EQU=+(r^#$<7sHmlelUgBn76B!D%W*Hee{>SGn>M#UZ0zyUGM5{|#p zuQ6+u;0qji4EsIC-uWY3+=wMFHHUO*N24Z;snk3!TW^T78>81KwYD=jw#5rx`#^t4 z`Z+1E;%^rE$DYVZA4Oe5;x#yz(_`Sdm}ML?@D#~Dg?@ig-%%XbwNO?XYZ8jgi~2as zy_JIB`dd8SgSm%7hB&U-A_J$%x!UNI%Cg>Tp`9z&VL#|&(6wY~lwwu4pJR~iRm>a4 z+EJqs8u-neQIL7Un85ZeC$+IbeW;d>+K?rVPtI}tPK=lWs{{&L?6Fx8$yx&^L7bC8 zk;uJqtY_ZF+U#AQR#DJnNympxjp;1jCK%W$Mym1qns|`shX~z1{T?Z==_h;Am7$(( zG_^>&WK6VdDF=}r;yd{7fYg+e;(~B^Z*1G~wp5=rNmfexCD&4}-T}M} zWeQk)9QeSDl;VM(O4AwXQAH$!n@OEUJ}s7PJ&yZ@nv8i1jQUe)>(a81!&(8bIuydF*o{oPN925kM+rs51S9)W;=yGSakJ=0)1Un0Be7`d?-%&PT~k6 zsr9W)?w#@R!3f8grw*#Xb}ZIWx_!F#_DUnQbRbtMT(>iLbF3tz48^}ldxg%inEE`yeEU){X;xs*~?B2?58Y3cacwJ>yi!9Ymhj>*l4=N~pj z{s7<34jE3iCi(FM`}z_)X#S};Miw$T=#i)g%ayf6+^_LUS-N?#YLEl zSJZxD)HU*o^o7Ujy+6(OJXK*_UN=^%`39pjTobfQpm z=@RypS29oz>L|o^7;Vuj7lB}^d&fT-;Ver3)_3OlH`Vi}a9e4wwbZt`f@M2**7<&Z&L1aYR9oQEf@V&g_BB{b$?y~<+N@f#D zK~7i#4q+FAoA1cCXE-9>DuHpbbQhgx9;qu_N7G`+P0p)25MN;H@X1ay#b$UrP!z$w zc}FY&Z*K2Jqs^DrwH^AgqJ6^3NO2=te3o?Qr|hGhQ?nWIo$44IrgCA8M4AhqpEG41 z;4kblKbi?*0w)r-GJzlGl@KMWUBWn)U6ybd`q2~5gNjFMhJ=OLsBmUy^CZYze`1_V z+lE=D9*#e)3%wFcbKGTqG8shweE8Eu$?mr%=lev%{}z{@l#KJcZQu25)AGrnm{BX^ zz5gcL#_zK_Tlaz~A5KP&H1ZSp>rB*o*_lLh`VLO^8BpF{DI}417&t%2hpeV96TaW+ zZ(FJE_i=TbD85htyi0Q3X+D_g(oeok9j8x|>PK=SN-Q zCw?EEO0E)S=u;T(N`)K>FU9d_e6+nUyxG=%`9pU&FR_ZE9m<6n^BwP#{%BIlfrXt5 zzMG)M4%x$I39uyQpxS3Da>{QHoNTdp6;sDH{3(eCa0mwMtNz*78>jO+}FEO-v>PO zrK%3d25Ti*wnV$HRn%aI-oOk!R-W?qL}pbH%c+01SzMaVJ^b}v(tq|ix`)75#97g~$OZuwWaTgH(73xK>hhPM-IrrS&`$Tlo-c!Hwj~*1n zdo<_00qEUIorouUWfV5)s8@`NYCctte&A=$G57d8 zIsZe$(slA76qDSkC7(dY8RZAyCMTm%tj)ZI-3=vdx|*0c%=!3Qo62v>3-4Gy_OgKFZa5^R~j(idJ9FS1-grs zhpKkI%9qWU2qi+_}ad`bM(|u4~=M@+>eO&caF|JDV(5$7K{pcgH zK$iJ2iTT^8-qg67rrkjB0zvB72Jt~$XrovMQ>2A5&{xG|0Y`VVjpZEhdk%bOPNFF1 zmSvYdwNSK;Dy@k#_GOzr8hxC!F^FTvFblm<2h`@8Ce6u#JF?iEf5VOtXcv#I9ml0|8XRSUUl!@X1ZAiK`a@}D~&XLeTn)@5B*za>J9mp%Z`GU~X zd7tiDsS0wnR7rY3N7o5+Trh8q0V8SQCd5a7_?|3ER;<=`pb_Sdg{M}pm_Q}k(eAdL z*M8<%mlYL@L`QOco)$$aeexmXKD&Io+x7Lci9}5lpuaX4^upAKP*ujTc_H`!RFd1*^-1`@_XB5#H0wG)+^wX&6~N)&(*E zuI`@WRDX+jx6(~WOk+vkg+2XHkwIv5I;m*KQo8ENbV&NzkHRspw|s7Y1XEA$o;X5P z#7@Fn{!L{z!Esb31BBJ#VW;RUN@ld6^o z-3}n3!xn^62?t=Gb7T$|m8zex-OHnE7uY86EAB)}4z@3HK(cji*dpEY|G92 zF=0&3;k`-7V-``D8!_)oLd-3xgOqqermhZ6J=sh_ngvcho_I>}YPHY;Az&ZQI_`2o zYA4fFZxzK*_u~^EXj;LohkJTWrg6HA!`CQ$oW?L=`0nxr2yCDBah1g&b(Ig341OP9DV$=QvYvcKm=bB~#L}+}>`I?Te>MtT4!4uYOOQ*m zr-*=lDg;(#q(hYCcqKrh8MM6=K9s=PT?N9kPDxXw@=ha(Xco6vF4@hWJx+U1Qn=t2 zKcj>eX79t68@-&yZg5k;%*0`?u0*3G>5Zo7BU?aKf$~2G(KP{}#O6H_$3LW!mdkqz zTYvsMkSy&^FSQ;uv4Y5TEUx;#ADQdw`Fs3$PCZ;jJQpPCXJc#X_C7gqt^6Mexi?%X zXzfJ^5Y6;>&kXJ;QZi|GXGD}9aLNP+iG6U(poKOtjl_kr8vx#$RD|tZFQ44|cueZ= zApb>V?(V2bn3Od*zJ=ILN&#V(nl%8=kW3{b2~+XY-%Jj|}Od zNGoNTP-z)8j$~jPfzJy)ONL^4Qm==VDtyCl^+0Dslnor|tMk;}=6_uJDPC1LNM@j| zaBUy@dkQ;Qnw1`%GJ7t|d0LUbZ$hyBmI;p9j(uvH-lksf;-|>FCS;3hLT(l=eL;Lc zI6OQ!S6KfiyE3ChG@aRgu%|r2m)Js4PH`QVU8&$F@sE(4LMNm*-iOvjn-XwvKvu*y z(BcM5ZaR3d%U~Dbj#`ca+vx;7pBbmwmEqUrplqpTh+yV5FI1>2>Gpm{DSt9WFnxjV zmp^>3e`FPj0+a!km{*ihLv_!qx;)7{*d)AXhQZ&l8S=*?;_Il|!bZkk`FL%V>EsQ7=o4I4Z zp)@Ve0sr8R=N4<#m}9wEX2>nMOWkxs%v9~J+)Df}xi>8!(4Fcp3Kja??Ymcp(@Bq` zkDrdADl3LuFT7tGHcj0>i3i>b19zDtA7vbC8mhDao}63=GAtmIpw8{Seo=g1sr>TJ zg)p^*1x_FNOO|Q7qt8eHTfPZ$6j;Sa()&^w7ooB;j$u}L54JKmPb@i9GuHWLyaWJ& zKyW~Ea;l#E*#fP)#C>NO3%{v-Dkj1EVpy|)pJuKUnMgC*3vx?8ffTRg0s&uxj&~(p z1zBMMi?A55uB8bsMP(oJ3urMhTb6(k$77u#6HS~E&BwYc%lAh+TCfMg$Q#Nz|tM`qLX=^EhNCKEo`$VnLZ%xo`umfOCX zkX4qlb=I+CF9k}$pdMcQ3xsgrCayI>5c>CI?Va)hb-KvLWJ9VMY(}ou6@$wqOa17bZapS{7LqfDR zq!7pJVUdAweNH1&_mnj+_N}Ium{3Jbq;F$Cog%W*&WFXcO*%$FaB=yCF9BM_fzroW z6y%>Rdy?%~(41oA%;j7x@6kZU=1h5p zv$RdrrxnocL}H5*i(AU|K=+^c#IaG$Jt1=XApcfQ;zufHIg&>0Ngv&J3?ZA(phfqH zH}A>htYTv6$_$%Sgy5bU7#*9imWRv5S%7?gUPApw3Q$S8QNejRLnj)yvJkyQDSn0} zX4Vv7@=2-4_-XFLpNZN^T^pl)u^}SuckKFZ;uNcjrcuDZHh*(B^O8W$K1fryDiVyL zLvE)d)vU3FH_v{=g)EO5zSt0-n_a55YEy;FJWM}{q4Kq11+$D0TESYiM{`>R0hg*6 z=h2T)X}p{@*oN8&i6gp`u)FfmAe$!LkdL);zK%c=3`iZ1-ED{rd!4hGOV!VgOzvxKa+mtouBQ$-onZXq=X)=Zpx!Un# z-0N+}JV8$1l8l^pjDT{uMdn!He4&!X?-Dotp1z0Y^z(mc;qlqOGyel8{!SOfr8Q=O zK?8(73i&h^#)oFHN+h_%#>VD&7T0}3w}4MmVyM>(uTu>>cHh2B_W$eg{yYO_?vnD24_(gTMWj}(xYu5i$Bo4ae!Igpi98i4ut*ME2_l6kcG0Z8OnG2C> zf*z5b!ho2SOHAsGWTGEyluqfT(H4jjCZ;^|Yjf;SyX-?_fxy!w7B-Q++Q8lba>xV4?NSvKbcCSq;z$D4J z<6~pQ3$Qt!zBqL(;DT_IHA3Z9_WyAajo#uL#?8I}zJ0BE_wjF09qVG;>p%0GyLb=p z+_{T~hc}^m=U?OYe+K@;J9t!&*zVl>m-W#d`ulh2gK+l*BzN%edH=EA-UbDclHI|> zJ$>h&ix6kKPlH>%dpE&^_+O7b;JWj#FQBFVXA+2e@Gooo|IBxK@c#Arzixt0nzpH*%-65t zz){2fGwRL#{=AHxpKxu>{@?K`r4NlyGSl*`-dDa=_(*)51pWNE@O7A`nr2cVJAq&S`ygnKrmpu@(fa42xs%<@sD5R@^fe! z<|*&ciqVrvk(Kxn&XO*kUTvu!t7m_NRtqf`hT&#z@r+c;b^ zRH7B{f%w*qr)TRv3za3`a`aeY%)={*(OyEoOwd^H2ZGX>PD^VB$}B}JQZ?2gN>0(^ zZ2sy6l(l_ZY27`gInK$qk%jBLk{k5EVNNE0VdbMmY8NxIMEM0=UixxA9j zJm>ENT8&aOeoH4|o<&-nlug-E%yNmFhW4(RDz0MOz^zPKyDejK{-2&iO8z1g-ldgO;cJf>e^FIWZHtUHZy~0T*;~Z$NPg=*hYd^L4`ZDcH>`aUz&ek3V9Ot|Qo5e|;RT6A228?YXXq6&N z+gPP#)w-3rbiEy1^>XFZqCF?3$K{l4hkJWR2`(JDHnY0u&VFgBtt6xd5!_B8w~N=5 zfqaa6lT2r!$Smc+N!ei-vzJJBT^UtLXH5*8l3Zk)6xh9(Bu*4?KBJqAlFiSrqMTdX zjdhq0JNx^mXx7+jDjqp{EAv~wD=m9e^IYB3+VoOtDAlbsj(3Y$ubwR>s^?o8PUPGy z`8u|*Xz=;$)#I}MA?t;}t9Ud`5VO0kQ4f1yq_j9^LA11NjCE6)W!ErTU0ofkeWRkC zKYAWLh+ui9WWRP?VWPxV+Z%hFy4s!nr@Ra3yi&L*OS{zDl)A@S-@{`YTgcCm%~Nj0 zcAbCAG}RHg)JYJ%Ouuqi_N7|lXDxqi*Sqgu9gWf$yHsnxkil#Vy0wR{qQ1L>JHHqS zoY13-tOg<=KGDNXtqQ-BAbS-Z)VIHP`oZo}ln+bl$*TJF>#O|3{G~5%r?{ zYtbiRMt&rI*UVEU8x8i{Vk`ii9#tT!wP$ltshTHxaHM5>y4UmcLQ{UDP_y*05~a}> zfzooklzUQd{lVMd>SfAU!>vXgN9cgSe)0`#fV!=dV%~33r{t@bCe=^%(rNUNaFEu9 zuZGdNt%Lxtlrow4jzEz94Rl5&r8 zP~^;d1pD-e1$A6$JiX=1I(Qj@KsZ^TKx~7PtpTmj=49*70gwWenv{36 zZFH>^*O4(qW8>v7o)NjWpg9;M`s9`;8StQ(>AkZY`ax|q<4UX>vdng9xo&W#K(NOg ztcE@H(^tt+H588AX<_!F*o=#_o0JX?*^_{KsV0-Qhlig*0j;)H@8sPm81!%0HbGTG zN+VpRn!GCmMI%OmmVt4XZYfy#DjLJ@)N$)!Y@t3Xh%I zl?h=_3jk49HYCl|>y_IY)SbN4M(*vU^EU^|8VuAn zy0|Kdd80L{x4liyq(QUY#ZBDZQF|(=)@jY1c!xl%_aRd=L>fXB4P~I3nv9ALuOSv` z=}65G=hTL=|Bh`bPsvs*N^H<}VS4^_noTC|L<{>@PjLN)5y3Xx7iMCHfSBnMxh?sF z1Ix;T<`}GHEj;@3XD-fE^Yq$^X(t=`CuCxN-QfDdZVg{d%ld{*T{Y-BUJ|D7KR(PR zWV5rGVwj7~e5ZDkeKNSxAZdZ}3Nl}%m@Ii%vMFxfDb{10V0$bnCY5e~JnGeBJU{8+ zQ|~G-V-I1JG?-s-@MT|Jz*s;UN<{TUho=cbOEWYl8rIdIE!RC;muxXwK^rp&ht+2# z_KuaqP3be+%6=(}HaeH|vyy|`PO;@dN(w0Hd%HLFx;c{-Qi7dZOMzMmJ|=J`c?VQI zU+E36@b4*J7gKpKBzLTVIJ)%j14F^zYVbe31iQyD-I{FM1%Z#v6N3%M!eH!{I$-`R z9D)e4Kn)U=>NiXg;uVa{K_xZK0-cpON%}kfxSAV6-#YtYalYMY>&6-kx44GhD$fT^USTOHnoGC zqjcjCs#`xEi=}E=9p5){ygesAc8)3y5@PaBg5<0g(qeNVEv|!f1}qJ;+Z~>|o% ztv>{Mvoi050-)#1`slAYszr;eZhKBHVNH>-PgtJ>%RQ=HX^f%Mtx8XEJ{q6V6&?9h z9=s#z(vxsm6cyA#d;65GJ;aPANA1b>$9sG0nE{G@b9|GE6+gUbo7VItTmyj5%$)P+ z+cSClvJ@P+88nRs5!?r&*RB<`6z;2l;2Ynp%*zMSfzm&ho{E-Bih^Iu^clTzg5E>h zB>!f}oX;3p^eYbFtyQ6atzF5AxeQ-Cgb!f8aC?dQhy=F^vopPlDM3;y)!Ym6YZEr* zw5<&_S7T&fRh1`&4&I$(2z4q{TJuR4m2t713horZ9`OclSIti(vJCx@%A{A7zGA7t z$^#8&8D+oY2{7HOZJ2VmUK{<}iL`#^-V{#0t5wmj$9nbXc(6!?Q(2V3bOUjZrZBV> z@o6xEorfuH?2CKR8!C7X13JnzOO)e>-u=AE-Ijv(s!PuvJ;MOCFn5Tcf6yHxCuVMf z=tWZu`kv>`?T^iDO#GORFwJkgR-?Y}?w@_KZ6}W{&X#Dgoh30P`lG+^$a&?~j8nL5 zM@{$C$lBLn8G)pyKC|w{Qy*QNC|jrSG7SCqKnE5;N^hmX?Uf+!042eiRU3cOoPjlD zw5}2;GC8f5iBFDrLzbBBs#mX7H+WVR#?(BOdjDKd%KV5)%-ca2i5JdHAb-<1yCFu>}Cf#x{q2W8ybUUr_0W)&Vx!EG$Ahwt2!PPkQ!8{m^%>75HX! z!9zKF22$&fq6W<>IhBv7L$fCgBBJKA-#^OM%@DSxJk?GOADz}T z&3GVg-=*zaJcO8B(8|}e-98QUuNH*%?*HCl50vh3Hm#CX;5(5#C3TQ9=x}@~|BH~v zH$DC0!R4uS@lWYZ=*;i0Rd%c9BLSt_e_fi7n6PC%T~@MzIYcRcStn3H{Zi4c+Wwzn zZdc5)QCbsPicT~df}%g|?ueOE6fz9g=lwK@oW``b`8 z?%S!N?@jc5#;h8W$2R?luFn8hmGVci)7S^IdhvJ!84~;QwqDgHJ?UkA}FA z*1aqOx%b6g6>I32sIU!L(#-!_aof1VHDoUH7$`j1MshU5w8DGeN2{OCah60$B!-*F z_^({<4wq$mgxK6S6~6i~Ik6rQD%N64LE2_U%BCIUpHa;u05XMcB7`)0kRkcQHnH3O z14tE6L95eX*gqwHl#QC*ecYdm^Ky;kf|b1ad+TMJBY(2%ZJ3~68|jVW1mJ}$$E>qM zz$$-eW3@l!&b**G1sJZv-lNARZaPaKbUcO@payA+E{{5wvWP!AdjfkkX2TY?jtib!JuaL}c zCBfR2s-?=^l7-0u3GaEw=qU&}wS(AjYAxl*tk$u*S8;|};vv4`eT2=~Rb>@6o-U&g z(F64H5mC{NDKO`y`QfcD038!Y5tpbyC2d~D_^9F}V!g-chO;-95!AGc?&A&SH)1L} z7F(4o_@0x>x-}CJe1mZ^ekNn}kuH;Ga2u1SMBseMpCNg=3r5xI89=hOL4z+>dHC^@ zdUDTqLl2{sl&{kB>HGh}u?dcX5`$K&>IKMLlrQFry@nS-*m`Y_lBN8h%=J<0?ZOe0 zEhDu3*;sH_y`@;BE1l%B@f?w7{o9P`oc7hf}Txw9i! z;e}uOOngRkb%O`vO(=TaPhEk#w4Pt~;d_TJjflm_$9u-5TzKRvRn{hZ+vq#&LBzAi9|=2a)>%=w^Z zCF=GjUycRlYnLP17*G-=X6Qxk?{{0vdFD%eNjI|;9xBEli)x5!J4{#<+Kel*eKReJ z%hhch^s;RqrQ?JO9+sMfA3jgD8s4ZEvlE<4mjbuCE*$7jXG+d&1Wk!ZGf zj(NhTM@9tRj!y5z8B`V7!wp~FIJr(k^Ge6vqy3zqkVRl9KKU_^ih*@wQ2W4O)|BH} z(6I=>zv}+AhSl)>lNed+(BvTG*WNF4nS{Xy*_BQ^b|oAL#?z;+NjYB{mCmP!{7C|9 zr+KXPazo~pzDm0MDXT{C{LoMCGEqdESOQc`RI!ofA{bI^*+xmffWH??9xLMSb*{9s z^mwtR>qPWR90~}iVgWcw+%aig`}_57o#?#z7KnMVBURZ1zCAatEn_Ha2wC2_^wTu7 z%pU1v6)nD%1m-3vmd;Ee9)!7WQFf2s`5Q$pp^ZW9W zWA|jFSJ2ZzG4M~D^q)X)3`?`mNk>Nae6aOPPjiCK%gzX|ggaB^O{yH;I?^)*2+il_ z#*`o1#Sqgod7H*zX^sBGF;=>3XuHT&xMnGdX-cU+cMEpK;xc4-@ot)r7W%app4Q}j9N zn+BH{q$6-KBPX|0lS)% zGykM{qs_+9br&h`_uH?)7u1k#F(6Ib3vrR(z@?hTM#g|p&yT(oCztaRR&YAA*Kb6x zq(0wR9Rd3~qgH0!)pMyPmy;PM%jfc>JRcjuVS0i$P;e=l7#^!`hbJiR)Lc%i$5?va zqjwH*u{_fdta%xu(%HcFTpMoFffC_?GT| p?|G zmy32)V>`o}yT;$XND|~F$e_-s2jsm{dtt@L#Gm&#D9OFsC5fqPzP}`O;)Mh~jCv>x zjfn7S6Ia>LHl`#s_{lgD8q`EPVYw+>AhMFn-zxugXRQAmwLD%WBaUaB@BY(4OZKrB zrGMzEaZc(%5lgaN!q0Qp_0Fh2;%|q?HKc7^oCbvz;pKcnQ{<;Irw_DYVStyiC(aI_82o=b179lA0I&~8vvGm`v z&I@n}L;0Jikvp`**h&SZMqr0}f2K7pS?4mxl3l)BFpDQH?)^eZT{W}BzSvaXRxJGN zx!O6G_FnRshbYjM<9gcE*+ag@=T<$hc8U8O+XrW!uuC52e}Of*VO2yq^$8CD1-*(K zw_RHEa%Nz$^bc4NGzep}6gk~!|*pTK{Sn4ik=4G5KYMi%} zDMUI3Y7k0qyv!X0uW>p$b|J+U@XxPM$}QfVi2I5C;_r|PfHpmzl!-& zSL&pT`rNo8gXU)!uWWBGuh9QiPu|GJvLLn`SejM(Q@2Ix)8Xz&+ws6#yFk8@2vBZ7 zHq7m;jv;FT^38Q;o5SPTF{J(2ZnG8t7!@n)bbpcnn)Ye8?yma7+bM2z*-KfP;FE8J zQdb(ea$B3{Q`8Ns^DlGMNRBveil@dMSX#hMxGXVxndmqyYIiVta93&A;JrV}TDwtZ z%+A4XFH$!y4#t@Zo@yRTZ_om}grw`8e3|<8PB$nlm6Yw=sR*LiF7JC>x!bFu>uiXQ z{mwPHVS(N-8!W&^XDo?BiX7$leO6S_QbLQjZS~@TLJfCDHrlybB0_f*8fDMR#!da5 zBjV6Ydtuf4gR0vD>`JRkHRbbnBUb!Q@syg!qu69)#0d2a=bbYbnObzB{BIukfI*W&?SQR5e0Le+OB;pj9Q+)G zEK`B^cr|A0G-tJBS9rE`Vs`{G3#lx>gkH9lYh-6!^BV0E#Twq-*t|C@M+L4Um3d1v zQHDizS?k8o1>4TG_fz7}P%g!-1?@kr-l6dD;aGhn0KCHR){>!=j0cKLAf>ImQqP!` z`O~YuN!jCix<#HxgT5r2{!D)nJj!d&OWq96N{8HOMzEA3(EZ|EU!?ZJk3{^; zXxFWdz$w1UmQsh8+E>j07p+fn_7p96-oD`-eibBY1t1>L8RM7YX$H#F2Y$G>`zwz{ z%kPY5ce|0#Hn_EM+|2Z6)vR!eqibny_FBsqInWStEX3)#d-^NstdcS+wyYKVAizcY zP5U9U7iDTwIDDCl;M8)i|El@P6U$Zp@-Uspo-Vc#5UDkip@^2mRa5#YR*T#NvQg9# zM1f;{@?^@@F?BUfZ0}RV8T+QH=^In+(%YEa?{=Qwg_bBd)R2LNSy@yBkNM^L8D=y) zq+A~TZs}Sz8!3M`?_l<{p0lLGiRU)by}>Lc=%)%`%ic)bq4%(hU^PSLo}ov3N;F#M z$Y4LqKTg9hFopwRH2^=8^5^Vr?U#6e=BQ)zrpmqqFWu_CulsB5DhDDV(x1LN886eE zmw*m>-R2%=r(Gb^o83FLO@F*P_mn3d6Lyts9jlYge~h) z(fW5AahYBEMEew%hnz|{bIQqt*bvG$wCtg|#aac@-QvDJ~Yxnan2_SxC5 z#s|fgQ|;4n9eWz5H%*`aY$_jLThvLOJbT18uXA)R?jtC0#I`RTT2GaOcU*qJu`&BR zy{QbA#cX)~eCK(YgIAZggR$3zbgz5!tWd1i&xQt029sriTErklz^1QPL@ODk$Cs7{ z&(i~~CHUp|;UUA^6Oq*RTl%(o6D7S(p}1FC%RfU`c>p8(Q+)wqpBFo>r?&etgc?hAZS#fe0vR(2Xh|;m-Yk45w9y;W{hM3C7hJGoC z$8Vo<%?GxrW6366-N^f>#CJy+=3^G8l|@60CjXWWL=b_I8=&Vwjff|+rcq5Zw0b?@ zBYT0^zcGB%W`!B-1DUjX=N>HrLy7F=!;lu9?@FR47T(W3Ce%JGyL@)|Xyaf>s*&|B zn{)?_SV{vPIaD)}LrbD_XEC-}ULghv*H>P{-13Q=+JZ|ni;N-vVwq)v_ zH&CAeSNE7O_f~#TR_f}+be49voWCKgDR_~H%krHJcgDL6z1KBsO`p%bToo=Oymxi5 z!q(jBW-#KBThfssBv1Pwl)UT1SNeH*(Pak>ff~5>c7#*l)b_;U-57;i5S8a3u3%6c zC&+7mRpa>8;0E8TlIceyuK`Fk$K`Cpeo1fxaVB@fD*ZR16N5Exa&Y*y&~nCKuw|id zKS;UTPoa#QNY!kU+&`kkR?}3w`c2qG+GfQU66++8_40)smK>HGyO2LRWc!mzb@=UQ z^l!TW5efWe-S(!#OPVNb^VPru+s;(rJ?mcRA4XHA%(JVwB1E~5@97)=SGz#|-ol8n z`&0NkrZFtb+CE+O>%~R79~uo*@j=qQ+byx9?g7>orwx-oRscVxRI`fb3E^Y}Y$_d~ zaO4V=sSoyGV1057o_$FbQ=4L-X8d9?*HSz;&)^fDFW1j{m(qj9mA`&y8xX$S5c};! z|NanSRVvbxQRiLu70b9Dw#C&hY-M(d$KOS!-jpmz%+Eq9a~XucuX|%`L^CSh4l3uY zUbU#BN214s8v7fE$j$5v3QNZM*bh?iZ?-R_Hs>)M<&o)JjHZ+q_`p8`9pa?@rdS&+ zoj{~vm^6$ER&&=F_NP!5Q+KTlyp$uYK4s|Di*wj}TX*lmTE^g@tt7M8``G*$?z~db zpM7rr#J?e+@33mOK_Ba&FWL4ZMiTbCStmfax zS`I1aA!mwvzq}|Bf?vEa`uI-q>MisdioVQu8(Hzu@-YtbE!2`}cRknn*~OHSK(ZY* zHXC9rEr{q7lgPTshYnfoH)|(^4n>U;W!f%2-RSBG!snG;*^v!gL{GJwXoHe&xgtS_ zHj~Dp&wdah=bM%|_V5|-;Mrt*?h>?mDTV%g_e|+K-k1c}mWnO;-vxyA3dt#!5%6_D zm@r?Rm={EUG~`^iZ;VFjIZV6*>tThEM`EijD6QkrVD%L*V+P6t{B53Ngwdx`vEZc8 z8Op$KV8Zgt6|_6G%HJh)J$vecM=9c2~9Ne%bd1K#;jO z;$GmsVb_ivo;ZVoX~ysAy~7MG-lD1Vnp9G;y=p)-D2Amy%~tvaokYTUwp{uCe7$=+ z;Yz@B8ChFsVe>6}PEm?{`|@E<43X*NsAtKnzWAf=25w)QcegKZvmLdSDEK8+GHb%$ zkFxKLI{_}-N4mFqALilJ0`y9Fy(gokBGt133C{iF#-U|OfN|1@@n;(?MS)phkDv6L z(bn0aIK2P#YeWp-n>`8xE>YL}s8?GEQIqDHEEHyXJl8P1g>~2}xYBSXe`OkW8mw)! zTmOzZMKEKQc7Y!I(2(%PEEBJ3X~(&3++otdjXTb}?4>DNfoF9K3$&5{r-)1KJ>yK$ zTDh)|ugUGG766d&6eBIkX3lDHR}ra|??3fI;!Ca{XsGlFDuvz>oB{YXu_CZ*l1%&- zHgL3^07Jq)cx$!oDvYAsE<%26=~ZJE|-T#&};mn=Nnc zu-lc!9NC?D$B@=BmNa@_-%P2GmOnQ=<*aHbgC@^NcSY${Uq*r1K=UhwrL3I`r$2~P z4E);lk=A=pM~`1d(Y24N+>lnV1>*1V-rm_OV3bW&S@_jcL%>#ZiFYYShd9Y7>a|>T z5;F3^Z#XX#h@OirE19>QU)`E^xjqUi#%mfWdQdh`)jIFecMo8x`+nl?v2A8rDZaSn z)6LeEMgb)Q+q`Mf8Ou&Tg?Xx@jkV+83sF*|8luuhr%zLYA}gHRE`e%TYZl0@<;ta$ z#E?fGgwnu$yh?X;q`Iu4mb^zDzI$Fj4Jma*p~I$80dR6^Q^Qkc$XT&S+Js* zL!8Obuia0=?rzXac#wBo@RaEF*kb)O-(Xe4gBY3GI33}YU8AGF*D140g+918+{o%K zg!+;1W-rulk7>467qwflkrN}9dIZ<0(JTqHWjgK7pB7oLn>tiN8ywe^p&->krJ}aY zHZ>rr8|8^WclLni@b+11z*?&Xs-gti$P&XUKCQ-E<3zYfWMq#5N{S)7PKA2X=jOKT zTWlBYQB8Ey0TG_a@o9&%r&v;T&lihDyM>d*X`I|V1*O5k>3OHTm&=Q66{`rUm_2ay zsrcy5#{89gF|l!zi{of%C*e#*a=l9f*^!^K1GXk*LSCliuF>E7M7R)~KWaQ4dwhrQ zdk|&KLFR|Si*yLT`(>iP(t9$0az1h(*;Q&w_kxrAylBy@p=Me{iXGO=20(7_jKY7W z>t$+veB+Quyml<<7j0r-ZnO?Ap%rZ>cbMYzP`{OrNxQcxMZ7qB``fiFIoZ_41LL>) zzW`!Doxg6aZG&g<)AYxz>M;ffPkuQK`@$=F;{WB$=bpC%w*X$W{&%B$3-I?!;_f+L zT|PGYp&92A)63Dko%nmwn?}DDVMpq9CHc_tCC2)7ppC1H`VKW}JPZ7I+}EI6jp}qV zuIYH|-k+0jO1>OFECU*y1dGSSXOaG$P?!IUw^oqdy4IdggEK5~JYe5?lexr*b_ zs?~x|QE3yKx0K6Ut&q>F(8%n|L zkn6r0)ur(E76(0@%{lsn?2Yve{BFs9XKV2i&z*&hQ1 zzkpNJ=2!7a&d2bVrAB>z^)wUw68;|#->DAQIsjIU*hbu368hWIDKK>pv0++UokyN@ zY;4@XbnJpZPLLya5OZBu1zKy2n{X|DWnL@)=c~~eYQ+fSHg~r!wTDe!XXy`q_vO5q z&8hL@@fWqFjF`@aTNTXm^iF+hO`lXY>T|HrY3>pedNR*SI0X zV9xWtYe+kv{Yw9bne%T(ZD;u^%Y!@K=((j}igrg_K)&Z-hZM%7@3S=PBI`QkgDV}Z zTY9N=W5BPH--)M}J$1zYCE>lQhtQqGT|T_25*{-i?%A;mwuAeh_`pkQ>5Nv)6HY!X z?x_)55k6Z9j|=Y?UHFoxIpFi&Lb(5wK<07kz(jt#AKSw5#!;*Cz?hYAmUMJwS$KUC z9-kLpUwJF4ayUdToO1-+DZHMLeDk6=5t4<5oJA$hF2>Zun->2r@ z6;tqjBzX^>wq{9VN)_zl_!qL23b(180>?X_+8f@N_;ySw@TYHf>>got~ zfQP`z`%}j|PV%%S)G2>OwJd|!ISH5NJohB?Lhm0Umg`qyrx~7pooU>RvlBY}YL&*x zs0{U@(b&rab^V6+;P{7fj7pYa$EW$N$Wy=TvF*iP@}AP3_^HeJU_~!56HS#%U%A_v zH&|Rb8Et`&-7GX3et-lh1+3glt<~jd_HW>KH%HY7{!~fdAz$eVFDZj3rC-W;Xg7y3 zSHL^_5a$PL!L1mRA=f6t5o=sYEZuC}N5teA6j74YN>H$VA>btX_Gea0_y1b zVQg+On)8;?v`t3;p{rirX5cnPf2=o}S8h~|xwPD6YW zldC-U2K6nkf#)izW#*%3GWQDLjNc!F%U;49$pf*!f?Ozno9~ySze7Iy6LYL6RTpB< zl@Sl8(ROHQ%_&v-w79Abp-#AXlJjJq@>K!9EGBnybBSZLLdcuTcScn(16>$ujFnN< zU7pmBDi34ucDV27>~C4BqW95=G*-na9p@A@ktmlH{1Q|7{G zQj2L!mVy=7;bZKA@603YTZ{dgqHptjH}8^!&TJX3hcm}vaV^aBr7irvCmc&8d0pLo zLjUO5l8JmD98)pA4cBJV!QucsDCp*C|5bcmgnph2X57ryk=!A612oLM&x!L)KB?Pj zE5P?php!40%dSI#e@);$dFbs>Md zo|Vv&>EtySoD#0Nf|J5Fcic}s?G9ev>m_Sg(dnpegF9$)sY+>2lOoC+71|sB;G^`m zzJdY1hW+FvpUZGFs2}(-ct5Vc?}0!58q@Zt80QACmiQ>*yb|UOIe*95X)^d0zNP8k|= ziKl0uM00Gju6=#0&2Yt_eL}~F2X5&&@HV{G@Q|Yu$tt zYnIi|cJEkQ5v`VO?uNhjX=7c(i?fyfxu3kh?zg9nxuboyvg?QUPM`_j2lKy!yL#~N z_JNzX!s@lgFqc>1j?EM zRcy*rth%6W+Pw(>?c=)~ zI8OcrQFjq~ZGT7WZi)~Kojg;qiSd%x#pB7#EO0!$4*OI@>7B#1e7@flu6ctGE3%T; zY(u_X@pLq7E4db6zKkWWWe30UJ$%Lj&83Hkx0T_u74UxQw_K@QepE{zGcJJJ{sE^{ zVW}#>0yT`QVrW!vU6hc9g!fz0Z+NXP1N?Dd#Fm(fX7G17j{6u#3H?lC1FO@iJ-=?M z;#}_1s8Z*$QDa@W=5ja3?q@r+Rjy|&xvmp{vB5F$=vLahgzqD1{|1g9!#0xr)Ex6_ z_}m#7d79%(=_g!o`4o($KX)$eq(oFaJ+7|A$(Haw$J*f>7)x51Yv5gBES!VOLeES9 zOEr^yH8`eni;OaVy(kwmUesQ>h+!6kSAI*L)8C5Zdx+OyjCk z&uY_08pllFycF6x3eMvT9f_!X6K&3}x=+@G_q-m-k~_e$Pn9NXM`$1YSE}yc!c$sT z`3KaK>M>q^FW$?(6`c1~sfwdvE#2xW;aQrOrIzRO`C!CtM>7O}MqCkbnErNLMf1t; zPFCN26S&{6vB|j5i7c7ZvE+T+c}?N4;Dk12DSduCXfVkppNk3L10nXPaI4G`KF^5i z%{s*Yt)9EMc|!eTU@JVi2;ABNK7_U#9KqIWjBfwTsKHOhh3ks@`+FJ~7#HH<$QO(@ zf;A-{8NCJG0LyDz#Sa)apU*SVK3o4X`tSrg`48jfePwm(C!<;LzIS)PufFz` z)5z1yr@%@ueJ(t6{lCUMI?bxX9n_`Qz#X(vdA`wW_+iv&qv7CSN;b8V+Lk&wuJXCQ zz5pX;9`Vh!OR)FPQPZknwzj`aeMcKV^9p+I73xEqK!=-V>k2Tt8{BvQje+_!FwVcj zsx7}SSVv8y*8N657tX|n@YM%aQ)|GktG}eK-Dox1!uPJSuGSUS9qMYerbj}-4W3)w z1l{+sHS@Muw`RQ6s>RlQG1msW7Fajnc^g#QXm!?Tt9NEt(_pG~9~4^MKf?wCr&#v{ ze0=*{>xRB--RXy{*;-=N8O^zWD434+eySh8Ut`@3 zL#=DT*d`7kf4cHJm|Pt!OKTfw_}iR|A8USZ^e5VJR|~6tV9CYchZcjW-%nlP3n z=$sO2Vfbw8^f|;=0A~rG?fMGdk{(D)x~b7bqpn|g+8yejyr_Gb{3=7seF5j#?E;mQ zczUeAQTIu{+TH`+oeTd#BW>#KDeFIKF5Gi&Gqm7ha%~4ZY6^YaMvZ^l)7QJ;rO_%4 zHf)inA3{#K6&!gnl3cIXwrKL%-{R}gbBwL{nW#n)Kl|Se*J`bf*Ef2f*uI{+Hu|SP z3(mzBDMml=xt99+DYf*E$I(1DV+VM`^$P=?f)5lir>XF({$SXLaNh68$y$Derm7neDyqm#3G|Q%o;Jy!|1MtZq z=ZE)S%AobNES_9AAbHs*)I2T2e&l~5bgT>gOxLZ7_ z=fAxGoc^3S$M8+KrpNr#f5BGR<&v+A8`&F8HIDWVcT3tNtf#Yk^ z7M!d9CDey!qsjXw)e4=I%Kibw$eHwa3*-5P+>Kz@BQcdc$M>zVWDN~CH~5Eh>ae{M zQCe7cN0iDek12S9_I`;Z*UAHQSd-SFe#z3Xm%)M^j3Nz?-AKf2RaD1p!r@>dSeTBhRPx1F{^pVee z@p1n6xH1}r_wlp8nwR7t`Rf?pQ1WGD)%f;@?+Pf3Dr2EhLC8m6&(eryoYNdV7_K2d zpQWznRXvAna?p&`@n;A8TN};|=h)gdp-pJV@VVd;H09xj#N~zf<74d9365A!KV7jW z+Q&S|_eIPdu9UipaU6)K;C+5O!MIxC`^`~ps!Ja~a-JXZ#kdMig*v*Mioo%TmQgiq z5hSk%ruGcin4-z+h~a%o;XPdi^J#x}46YhijpfAi3-Ki1(yCJB7mx>o(AcZtx=W%; z8BW|@16~}$ztcG`v%TsXOBR^6cbcaa#Cf=em2xK<49s8n2KkES&H;x8pY}EG zKQ!Q}nA$D^BLiP6`}^TFS~dAEka^eF$sxWnzmF^D0bh9$aI6j+<^ z8<@*R^yxX+Wd+=ZzKW*Awc?yW8Thl{T2CWp@rf@7@25RD>?rE5+aFV9c(2h$@b7u% zhb_mEvz6p)UIsQXId4x?E9qMsN>y|_HvNYzU3$^XSQ)@N-0#+1>L`R}ZH&MNPE{6f4GPm62irP#VI<0Ho$wIrAg zKCdSRbNSvSp1cQ7cZbijVe=B=hn%Un=l?OBw#vf$Q0B$mec^R=VnuJl*>C3Dmx=H9 zu)`cMcOPx{#}Bu}lkZnpxsQ3&3Ey83NnUR%&Wk3;7@%{+xvB{kT~nnsf>|LJ#gp%G za2@dZB-(z7w!-J@`r^k8RqrIwXtcv+rfWlifIhEF{O zC#`|zz9U>$Yi0FqhIKbzY~2r+S?8gnzg!i#TGr~hORdI4tsCCMx^Lmtzg%lI8(!J# zTI>EqE1&kP`^;EZivB$V&btim`&JIzx2Dy(Xu899THQw*t5d8yFU{)S#%wLDI|2_K z1J2)oc0PymLym0zF*^63z%{umq0?xCj%QeXGA>~P`1>jN;XX7(;akSdc`)Gy!+$5g zVe}Qe{NP(gf6p+w;7WKS{Hj0NWz48z z9m^p8#(^c{x_BytgKfXkxTQ~8ZTOQ~-su0||A74qe+}`{DD6Q{Yw9fc8GUkd zLVI$l0rNerf>X44JCV$>)4hy#z(Xol#x=2l(H&PCJssY=@G$&slvU0mqs#GI?0@jp zt>o^vp88&7RHFy}f|rb8PGxPVjraRXe}ni~O5Tu5#pB6`$9$bQ$GC?sNN7VuqumhTC;U;+XXaKnF)o}L__gj_1-T!$lydRBN!x!DR(a#e`J+=h8_d}zz*~Zewo6FHt z=%=Cd*B*b3rskCV8`S}LXWCsxEz$Th;J=GT5|3!OJ?z_tZq)VojCmNecX+Q*5p}K_ z9Q_LBW#HAV+M-#&n{+TL_?tYYe(S=JA7)j(N2D41H$>EJUy!t&Mv{NoP?t`I_w?QXw!VXH?}%#uXJF+T`s*0gp%=m1>2M+R zqK(BTeKxZsR3!a0f`{*Nl8#h|bJmx(OKA}@q6L+)7fz{Y>Jo@)#bWk01 zOV7bZhx#&SG|G-Vqf<(QVC*d!uneGs(%`jj>;IqpV75Og43Fy{G=< z*MJMrg>dXT zVEhX@8fBiU;!>r=K{5SQoPn;b&X_iPss}~|#8wVm`&l$|4lz>j4?Kb2PY*;-lS5;` zq1G8j_0o(sG-T{x$Wi!uf8ww^Jp6Eqr&-M9s39H>dm7LL8^oxgp)LOKG!?Bp89YoO zMjs>37m!cATTv5kOlU&*9-`ZP?PJbaoVNjO_cF10l>V2Imw%9}{m^)?FwPp_;wkJ` z_*_C=@X;_d>3DRX7|#~QcNh6E?@Z%fSe8)HuBZ-Q53W+T%WI(};3OsRhyX2Q#(UcR`IfJ5*Z*2;x&GM7S)ruL^lK<%Y=hxh&mSNUi* zurcHS)1z7hzU0F_O;JRLv2opb9FJx>ik<2%@YH1@oaP4dmG3Re;I?3B9+=w*zX*QW zya!zFWyai&n1Y9d&(LQsqZVHkQ{flb868yoZ+Ptz&A@!z+A3Y&zdBrXJp0aPe%Enc zWuWf(H00MyKIFV2IMfr218rCdA1ce`++xOo?*jN|ee(U}Y|q_(E;Zv8YQ}6Y`5vB? zeCCE+3qGTp!!@RdG*pz+`b`IC5;4m8EC9f-1%zz`kOdl7ceLeyY7j9MRN&bE=n!JBB9i3s? zpf%76!S0w+8U=24)F#)j0-xWm;#hcG*IVGLA&2{h{r6X`O_zsQjt)2phb$?Lt0;We z65r>A@2UDTqL(_NvY(Ei2n-%uwN z#FS6%Ef2?iQ#|?3DpwD^&;onb;N0%mC)AMbBURUzV`#Lw5p9Nds3I%8*HZgKUGW#^ zyuop8V@ds}H?i@EtmOMTihrf;!dO!CrxEYP-!<-=XQ;T*h)g^X^*38TAR=IDBV9$X9eI>ChZ@7x*FckfdNyYT(@(&WAF zo9HVQZjC^Z%1e{irz)D#?mK*jP;_4;6^@uY$X;tkpK6_lF!Dc6_P{bPd+hTm)xm~w%HEXs=S)--|$Ip zt`9L4{ObCnucdIbLTbjn9jG6EcrP3CIF3evug3aWt-RNFDJ`u!R7+@Wr$E2_F9^A{ z^WmGjFC?Gg`2qUHG)IS_FT>|10=W9vvjY{8J3#_FEns}_M6?hLD0~DQI4jV8#?fdu zar8-4Gs5e?aL+g2roM0Y+y`B(%HePmr~#k-5ojQ_H@CXymUpqPA3R$%O|b4YtIpJu zT=;6JNTYe4o85}=wE8M-44T@$`iwD62a;>}Y7VEm* zX59g6-RHO1@O~*B2iwO|e+%I&$5$Jjf4S8U)ZY$pi4pM4ar{0t#i$Pb?t*)stmEm> zo$xd2PeyxRe>_Qzq@GXU^FN18sR>t558Z6z@@iPMq$ak3r~D3Q`IdTmCUxeFjYjvg z{ZwJ}@ux;Z;6C@j)rZ6N2E9pL#4cZLHEI~XZ{e3Jt|^Ya`9CGY0PictyF<*YtfU zJa*M?qt0-wL z46};;8>l@TuQh#y9CQafYWs3uYtc^gFSZ)T+*VNUeraK~wKqC6!|I;!y(#0VF>vw9 zvbcK}P5H)Bt0n*W+CRc~ol}VQgK-U;NnW?}-Pvba1*v}WIz;Mp^g7yoEP1-{+(4aY z26`ASRqeLGb+3yCgr}S?2s9FXvFXD=huSjV|AqHOd%6Nnw-6q@f_UxtF4zwi9Da;i z0xz#ip63qZbEfC+f$QeOU5B1eztr@Ty}+6`JPrPs&!3FienfqSBXrpdmJKI&$5~y0 z7I_%n*_wF_#^1BhB7-^;TiEZH=NL;LU+=^FrofMG`4X;0el_c2P2Y*uH6>>+AkH>o z=b}pTidg+?sMQJL`r1BLeb7T~-|^knGs5@9(H3#p=`5=Tf5PkkFm6;G>z;&{Z#ik) zn6s?gT!)&H#@5~htN457&tTiz)Z}W+e;l}bu5l&d8giYuc68!*Vk;9{ zrg`}IEo$!P@QcT&SF7VHe?OYM$L7R4AvcL?7&a}UhK-s`9c>-g>Bam#t?JrI1>EoH z>+u1#HoPZ3XB4qct*k8Yb##CDjsRbK`AqHSySDV(6q^)O!1@01Txy=xutx&byU4h` zS>PD`m7I?2QaJFvXzt16-eKxM_};x1ad;a%u5u1Oe!l8H#Weg{@DJQFTs!!V`m~$c zQ$j7LR)zP-nQDwFd{+@1$CZZHXv2FK;f&PGowXCmXGDv;F;;4<8y-`|aO&Jj>M`7+ z{AFq~HLmCdUuJOCeT!i~?hLjB`+ujc^N4qNj(IVfd@o}0h-h-Hz~#lO?nmkwOWu!@ zN-Q6)?yH#EJtBM#Vl%%_jHxwPockxb`I>O85pMH+OvUx1+R-&oG4(0uVn6vTU&T0T z{)(7#8u9l&IA1z*GI3=t;k?x`^?S|eS#Wm@JUweZ{_GW39Q{5O4L%NCpj7Mt7td!- zmu-MU-x^nk7#cLZZ>eP@xz;}r9ItqQx#2qz2WCDTVrrJQFJbUB%k4{z}ETH)AW?^JM&KWmDVnN-j_BitA5u5 z5$z`yQ!Vk)>EyWCi%=xcpX2yww@PW(+vBDZ-i?R@@S)JJo)aakUJ-z z(>;%|hifYN{01*gFJRxWK$+pQ*So^^Lq)ZzIk5`=FWM7L#%xXwxB>?nMqC}L@U;d` z-+wuEzozH@JwK7W_eV$2mvE8YXs>zU`#{lR8JCA^K-h>rQs7c6FT&2d@DEy{?o?m> z=lIHFOPS`Y=$E)Q$=6EarZSs2gd3%V&wsWe@7@bJYpL>wh4EUdbo5asahv}tzCRwR zx;7i$d+=*S;}~};cFcduuX>-?r}!XzKPr8P&mT=DE*w5D*vwq9b8(#WPL?L$F|3`X zGV7{*S#fb(S*48q#Ypm9TkgT|p21S>zq?8U82D!R{Ioko%q?Xrjp?F8@Dwyi`de|G z4R)Jy#`hFsSi|pUG6rH*>5=3!Na6L`pfaM$e>kQc`}@FW$(`_dtMaM*JtIrG4e-mH zcyjG#(>cuNY&hhxcrvcd`NZLpc=F!6qCen^;j_VOwo;$5M`ctk&~_=zIk&c_YH*&O zArAu&dgp+H;J}W3MsL8w27vp;#PxgOdlIT!*R!cb-$lb`30%*P;j`8;mAwHTQcJ`8 zkaeikb%86Slg|O1{*~15T_}vDV^kf{)uvule}wOv>xE`N8$JJ9RH@Xva(HqWx8Xg0 zCf9R4Qmr!X@s;sj)jPo+{4P*_CRlg_HS`ltD{dp_Le87X{7*)d!TiH_jAb5)>$~5A z;?x@OkBfg@|pE;9n_HD;j^5E9Id#KZD%yOR%Y@T&tlpeLVSk$?OMi&zEP)8 zOM;;xj-nSfS#n@QEV(XRvWU8JF7Xj!@^e)&U->%wve1={JnbLoEAs;4AU{&2XPYt3 zf^K@EgmJzFevT#QN8%Cg-cUJ@_J2TE z)}w7SfjY*M&u6Mfc;8c8X>gF@)bJi5<{3V(cSl^~(5NO{Upz0KoQryACD+Bm_nqpA zm~x-t_F@Io!51dH-wi+GrBri>b5WeOIA2(!6*Qf3$}_ zKE%G^T6Q@0=A5$xJzpG2t}`lJm#G^~;!3D>^XV^mf$wX&DZMnBe11M$YYugO@*cNr zVrDkSY>K#jjmYUY!5!vd<`Gv@IG#`41n!0U6uoICN0RRl)~}^1SQAgagE@Sz+B`!H zO$gV4ICfPmd9R)d$hWq=HOTy;TgI8&{1@p;^C2M(cgLwG-oOC0{WboNFOZnkFZYj~KcP_6hRcdL~dmR?St178$ zc?01?XyS#`ri!`LDRji-Dd-V2iMBTY=Th&7&SlydG) z>e~07xp`(nr)nCtL{qnbZ)L+#F0BI(N7J;uQ`R zy?hm(A7~U~n+!KBXzaVPR*Z)_du(h%x80p^@t>_W{S5y^1Qj zPbOJ?Hkmrs%WCqU@EPj$p-x7FPr+sOd+u(u#CH68^);M3(rElNd>Foek*#4rE3eSH zXnh-e|AKYD_oR;*#@tej_It_(y{1^@+-}?hv#l$=(YiAyT5WsWy6VolYPT}Kan`*% z2u_b}vTCEJXz#)?R_pM6&k05ewA1!U)-BAjZc1P4?yTfD>{JJRI{O0aKJ~2o7kf4D zYTaz~_{sK+zm0K)H=;8qdHUo>E`|nqWp<#u z8YYrFXVbr4cummNzBi$Q)1J!Vs^^F6H;K3#b)MB@=<0E3%NvQ^|J5~Gg?7yhpCKZL z^71?#B_}Id5Z8T(TaH^ppAW-LmZHla=m^Y>{qZi@`?^-JbgRP{cr z>(O^33O(&5Z#5LHoFMiF8a)8NDF=V+zD{0#PTUrU_Yze-mt8B(s+hdp1Wzr1UlnE; zw~>5!fxKyf&b_TIWAFTbEuDXyRnz*%A1OvfgVdzRH;WU)0H~V3PrZ0=s5F zoji@)*jtVC;M#!~7+J})Mh^}|^GvvQj`I^sz`P+=XnRthh z>z|0;wE_%R%-A;n;M)Q?Zf>40PaO~E*L(%&-|8{Z`daaL`W~EQHJ2QiWY4R0QUxy^ z^#b=8seTTg6ju9@uDt*o2A<3R8oRE00=J+?FZJZ+#dT71GV>`$pQ}$+bIRo@Hhn#L zKyc#^G%PFE7=#*f@6bYL2b1mHOj&_QTl1Ig!m&e=f~| zyx{`PBf`0~D|x&xHQ34~&5@#*b3JzYmW&)alX~2*{U)K6y{O91Ko{@pf_j+(^;cIY? zZrH_L$Satx|MF1Exo^>Q>}wwU1DR=ml5w#+^~h^g=(*Yx$?cx(LSJY;E9HrOwjoE1 zx%yJc8c)iG_|YC%o@a-gStp_Tug|6Zx;HVKemo<>6Y_WP(N>NXMSf3`pO$Lyt5uG@ zfb+7<3wWJ*0UX4*$roUr_ZgSDjNy0SGVoxyoN<`Jy_Bb!jP<+MNvs9uPK-yG>N4(o zDIfYz#&WM`IZrXJUbmjHYT*C-7|)5k3w)qzEbV7*+q1wo@Ewh#(OMU_Pg?dr8%DnR zS0!AoK%vdy3h<(0^ozNl#wZNr**7Cg$eQ}!*lfa{l2->-QOLnQ5-$dgi-@ zgDTI}7&bW^E;E=m&E{NIST9ESRp3GY<(iROr+ zKYrAl0x9RKX?AgZqps!9mI~fyA^f8$BVS3K7{%8bA3z_JJm$H*F#8qXKj-@=^v9QJ zsBTmXrV6gusC*E6BUgfvkK`HOCtTctUCsBgX}4}6;Jlp1O)Lf9@8cb=;QP%f$GI)s zGyINo7p5Jb(J|Kblp^{dM2;=*ofXK!Ro@p6*> z11FDHtaujuAH7zs^WyiolpU6pp8w!`w}iv`JG(@A--~pOjrmoSz=q!8yM5V;e!9;~ zKmA7AD+WjYnPp(%O3j&_k@RQiKx98>DjdD`Rv9V~|e#*?;^_yX9TR=+I!P z*Su`IJh$dJ_j9;%FZ%y(#zk@YBj}otb2lR=-_lnl8TURK`y!LlZokRJ#*_?pabB_j zE(Ml0y)({NQ@X~bNn?@WE3wx6uX~+_`(MWQUbIbl^#!!!8LmYi=^CNNJvv`cWT1XN z?NWc&mv|PuHvF9T=+FIvjMH}}nQ^|Yx+kb{dr}Nfq5bAxX_p&Kxq67c+gpJA+(bK{ ziMux0LhjZ5&pp0{iHINkL?4!NzOKQw=kq4*9G8jmlK+%)HEWXX_cG;ZCJX^qV!rwP|vKP*jkKP@H z4lm6cH8;^OwrGqQDvk+r+wDE~9I9$xXv zOe4KZLMekQU33|k`a&a@K7`)yX>1R$*XnkGJ?Zd3iZws%NNm6X?8oPxz4#pP?zz}6 z-Y2O(x#+A)uwh|e+C}^KVuy5Xr(pr}k#;P56FafNmjiXa-Bw#CeU5_noB}Q#XXI5l zP|tHhIqNnf%Vrt57Yy?t@A3MJMlRoA|vTuF+Z?7It6xrr$D|0KTkU@2;ZC=*hv=$_F}N()PaG$tgq%84CJ~ZxWXBMoZlyq zwfzHYz~b+7yw?zSo($r*yXFLT$~{3itRj%wd4cTb`32znA@{%s`vvx6IMer2D=&hJ@OcT2=$8bxEE&koD>!#-V9MY*8~O$|HZBO;Z4Kne8-j4vLxG+8 z5XWzZ3;it!i(d-Nkh%2h)W8hpxj)|$$Z@v@w$HtRw7WB~M^**4dO7Fc6WDX_3rsWI zq~LnE*V;^Y+^oQkxe<=J2)^`|Z_m7hbGg3kmB1cD`+{CU_&{SIW8n)=T)@5H9cR+E zZwCc(unukn=evUY?<|F%JgIeV0@?nBF&X&RAM=eZmOugn> z6Rv7GL<->~#mAa(=#PQy?PHw3d>44#tFS=9i58 zh^#*L9=HWgyM1L=R)Qb@Sro`UUvUgxy8P=<3gD)Df509boptN@duYo^*97*jLl`@F zn$~`Me{>+}BLe##oJ;qNCfE4#F5I-$C4rQpZ`vMf%(aZozDnOdHz|-0_8arIrLV4r zZ=4;-*W&_n?fk%QJH1YtyN5EU$;kh8F!p`8;wI!PvB$`sw?nD;yRoym=gOslT-!Ua zKb_84-VxZ}X!B0`b!RD`r{QOCoGiR{PClIeXd}NdUr&G2$jzON?J_Q~tuBP)AlK^e z)G`OJq(8zBjhqdZoy8oR)-$vn;W``PFxy}D<(2RGjo+L9W+Vr%+60EK8N`P%%Y$3y z)%x;IC7cL-G5%M08*{u|*BJS&8SFTjxmr619dNbAXJn*a>&_JV(i`qH;yfeAfI$VD zaQAV6tY4uy8_^BtX6!Dwm)5bF2iHoW4;qdz(glvP?0Y!MyXdi(vNG`@Z22Vg9K7hC zukZ}?MIn6j5He7y>(X$;kIIHKlA@V&DY{N z-}f!>z1SYwcB}fSXJt6Lb`0F4H~rlVmL4(JcexD7gLV?*Ac&v{<2`qM@@@R~ zv5{N%8`=1sks)8e-ParWdI#t6{d7KEnb#YCH|DDc19|N?uKUKwhs{Q&BO9mwY~<5@ za5Ap{@+bHjvRC>e9OM@xuW-NqzcVj6FU9$H^F71)+xTrS_c@lo$8&rdpF4lT9&z2$ zF`@j0`MMFim*e^>p52i)JPsB!pBVX-wl3e!|M1fb-!Z^yBfB$3F576N4R+!!-usm2 zjJ&qW$T;=kT*~qLk;%VvZn=?v@%JL;R-c=Vlw4)x59aI<9gzEnvyv&K?|U<^&{ZSo z%Zu`PukVmY#yx)reCuiWPy^WXBl^B9D>?A;D8_j>vSyzL&%@(1C&ljL;5`4wvE5ND zNl}$2V?OX@0^=xPx8xVt`BrHuQXaSnS^JCfzAP9EEOl<$MS+Z=Z>*vZ*hssDv*!Fu+BgcP^QM)@&%gC9$x+N8QK8ZJvXzM}0m8ozJ~_zGU8 zdFfoW8!xXmYl|THPlK>{Qod|5-J-Io`mw&8K2q5_hOvDQy$G*Q4)I)Vq~r~>du+z--Rqu@ z+!5{7*XTa?RLz%7+m5A=Ezc1zD4IoM*3@9d|S`e zVoja{u78968Roflf!Im>9hi3U@b7mCrG|dlGKuTHp>G>F_ae>V;%Th8^RqO{r!Mqd z?p%9v!f}5=E^~UHN7HiEA>(p+m;T3dxsHVQEb_B5YPByhIEJ|e3_ldRh;1vl*_SOv z=!wJqXn#fX!_rSx|KnbMRF_Hf*~sS_E5)(O!BUbyhR){uTINnS&&9`Wfx~Lv1DU~` z)!LQkXJo@Oyu&PP(zlF5ckaCudDgt7yl1YpFZByNIj~*xZl>)uUF$@COWAij(*Nj- ze2p)FM`l%aZWvOpOQn~e& zj5*H~WT*&^KKvBk8@`jA$9aPTWqFGV_cB+vi@)ccvxsR zA1ROIUVGBcZkIgDJE9X~=OSl|xL;?^t@IrKlDjf4b}9T%v=6Vorlwlso3dIT(Jm^g zld4O&*9_(ZzlWNm{dvyot8uvJNceEZ<(IJc@vN`W6X@f%m079L^+2J`Khn=N^y}<| z%L^X{Q7%_|2geFL*?D5tt-YA9bv-KKe7@xm{{K1Q_LjpM-i7;V4j@?pKc9=-!u`VA zJs0b#dutWzm0PNQ&bS;sL+5hO(>$kZWj^EjeA?yV(VQ+#x@U=e>t3Y%glxppE+^6W zw|E9JwiCOfF<&mOWGrI{CaMDOG^riYTErTMNWbk}h;IBf?ee}zSuOOH_g%%ij^opg zXMLM;^-r6oNBhvaW|Y%C&hO#O;2T|AZ7hgtXlT4xNoUS08ti1TdLrLvbN-3E&#&C) z*tGMJ*7~l6n*Vx!DAh0fZcR;YM<;fO)}jW28|<)XKT&fm>D&yFbJa6d6F7e+?|QoL z{KX53`JZvqm`vSIZU2NX+ra?k9hkohGgAB*a}GW%J8AD4bQXNy)_YM++M6>{b_D%Y zz<1f!7dZI|~!enH`J0Ee=&y&1i z+MiK<#F+N`+LT*Mw0H5$m9+11wNw1v%QbV+pC|GCx46rhr1cl?!=YR`W+>;!?xhC^^p8T<~BtIVI zt6v;0~yypQ@J{5#TP(}sm^UQ4L!j67Sh*1D8zDAIf|35TmnwZ?_^&ovR|j9u@! zyw179JZE!a_RoAg8rS|n%GD&&oK)r+&Dlo(_Q}YYzxZ<8bQ86SduVPAwM{X`yGHX8 z4T$p4h?jEfbn5S*^+n}#`t!p?Ha{i*v+xs;3PolIYqGG{j&6G}{R$%j09B+p<@+ZfND6PFEL zwI)Zx<%q0*85ytO-5D>9X%Voj>XjOuKc66P952(_PZoQlYwiC`OO?jK*CX4S!(7)} zu^};dNDaJM>QWB-<}|m_z1&l4Mq^XWB(Ti)o^;XN`ln*=vEwz04_@=6x{b!Z_|8`; zzZ+bp)OWgR@f^6$Ykbno#V6rEe1_KX7Y@|66}1>D|%Dr2cR!c-D-b@XE7|tUcMdT!laU1&-FuNNf043?A_0 zDMqFaHZtHmc-u+v!efmz3@|dG2rd~jatMwV^8a-1b5Ak6t)Ncw=0&-xfy3@`4`56%f*4tLQnm&09;3gqM$ zjlD;Gjt{0}1kcPNH@_Se*y7{i*!TLfpofu1j}0U=zHEKmxAz?r$TvHTy|X=B`2pkn zi>f}(xH<;;`MzY}wHADm-0Vd*uxnfn(as9Bo1@b9C<&zCPV{7Z-+cE}owRIKC;5G} zelO3c069R$zt6h0kV)LT;orXOUE<62aN>2B80YhP+d(5YoDs;Ky#uK}E07aU4Xhjy z$h|!R`d#ZvFs{t=wI_v|f5V=C9USmVU;2#=>;o6o$<;jr=Rex?18o_cku|!%!nOIj zr&s37rETjZ32)Q9iTRqFZWr=-6m193Yi?lmQMJfc{VNe()EshVx^f9$=3Ns=$(vc} za|j))bxUY}UbiTRfdQu~9t+VQTH~egci%pEQXq>CLsq)@()=G^mW&LfLhJh=_o{b_ z2l#g2>_8g9(Mjc{sxux3o2U-InznGi_EpTs#n>Zccf;elhLe%@AA~O7dBGJ%^685S z$npmD%|63O335~>MvB1b?;dXK(ccBK>uw`YG=wtlVIvnWHFC);BNrf}mvX%1pf5ix zGV;o!#y)y`AOmWQtnL`d{p-QeoI7ASW3$4@(>EGv!LbGWKVcVg*X+wJD~&wG=O0?1 z@IfOlg1v9LI&i!cZfAOw2X=HmeNWp;XQ9`yn-$M8kC7YuOTyJHvHf+QB<=ETm`j=O z537yEF3m@er1>A)r8&6Fe)MLGjN1p+eL%S!-G)AH29H(g-qmRtx#>&B2h7~W*fifu zpMXP~KI0ntY(sulbAd|9;aMra9sUdM&mEbyab(?mr}-;KFByrWJ1S4}rK{#*MVFPV_he~PD6d=()|FmEe>4N@$8@mBk zGVf@OsD#5(_BZT=Pd~pL#q(8xYwT*yed13ay+U~T@VMiVvX#016`%F=|2F>Kl!*2d z;X*~a4~-oPr+}fBX&f5&#eQ_Xnekqjc54(GBdU8(Ik=m~jTfOK1)FPhtzvjOs%QLF z%I)tZHP5VKsSna}FJr8G*0zWG^CzPEJ5Q#gIy;JOx}>A}#9&CHF^zis3EflYJ||}! zhtRyOQpI`GBYPYJOQ`>*jE>r$f4{Dsa?Po{&<_o?xfk!-Ho_%dXYj)a?DHzmt@{8_oiC~Sr)bUMl4U#_+phiuRq#~Z zFW0?#NpKHc!+k03d=_=xtA19-)$&$9{oI8SW>y~nnUsj~zMi0a|GaP4wBwxie%k+; z7x{ur;2h=KMOpc^Tb;w2x(_T@D<3%5@u!gI#42geLS0*eZ>fKH`;^;fWf%+OZd(sGw3|E2um3Kbx$(D<EM~#<}|bKXO0% zq_KrB9TtT0;YQ^3MqOh{yIR_s7bu1;w{U@qmeHQY@Y{STzLaNwgx#SJs;!WaVQaSh4;`!d!P04I zt9cz-yIi5@SziulEw(AXjZY3F4}GWgiq?GV%OPxU4qa^r^L%XldN}QX^@4c2Z>u4tB?YK&s%&?HBqH7lMQP;HU%G zh^MimR@bs#1G~cUlk`jPHjLqR|BX4 zCzOkXLcf4Ly(2^ETE(%D=S@jO@j7b~(g@~M{~4E`2A!+1#G*dfC-B+L|A!~!0QXjZ zaLq$$SEwG~_}3|yJ4@wTW3%OKU6V~oh32&G6nDDXUYT|}OUmOezu6}m(>{&s21J}N zd5-6DOq))B&c_GSwhOo|RNt7^apx;m-aYGLV#1ke$L(cr%K0D2GjZE{c;MuxhQ2XN z(z4nF(uB?Pv_>$p*o6J6ECl&*iT{<0HGRDXsrv~!r3r4zVou~J+(soZ)mLC?_ zZAS(&ZVCAHx@di5k<%J&&L9PC-}k&(+j##Zn2<>F07c4dt0sWq~DqmeU0Bcq=O ztE>i(KW5~#M~!sjU4Ow=zsYCbG;Hua{GDQC{6r(oH}Kr^!Q!LA(6@37Je?T^w)VkD z2AKh$F9WZi#peew{&V2_e&GG581qK({8TW*Uig8=@ik!Ab+2*_ayb;tGaeq1gjbX> z_qQUuHSZy#AMzgW^FeovU+K%fM|AB9dH);pYLWWd@&6TE4{ja)e_R9KD*>+;ox*R- zg9@;v)_>Lb39aL&`)P)Jjh4+26=qznxEGI$Ae5hcP`cSn}t)HM#J;2hfq> z>(Tnf{kk^FobMj3KMA_YU^A7YCLhvu%d}f7x9T&dJ~}4tYD8+jHM<1Uw(#fG^!h-1{Rhk5iEx(mK+uFJR>H|5o8 zOXUkbHRrl@M2%|+!792&Zn3?&K^bRblDY=GChl?*Bo$x4e;VN*77Qa7M{9}le6;r= zixbX{)Vxh!+|8$NloPO0V`kyMHM)KZ=Ft8M=ci@4)lo7(Nx6Jl>cgga5i~!$+Sc$4 zPuHUClO3>;OEWH3Xx=*GVn$R>;+mi19?#|KixncPwa7y}iuW*IXB^M3p>67)syN+r zP&tiD)657@+CAvK65gNVRU;XzbNEjGC-czHy|Qi{Qu9iLAA$+AHt7LfXU68km2#Un zzDnabc%OE@P11KYouiu12Ts%602x=ywFFyI4R<$Nc=qbJlxS??jm)QSJ*}H8u^FDc zeo1c)eQ$y$f6=Uudbns=C#;V_+a^}(?7o>4eRcB<}bu|Z=cjskfGThX_ zjq;9COqp>$xEg1q`8o>GF(ZEsWfJzO?YgLbszvsi7uzBXM0)OegW-0Ka- zi}5uV(uYmlOY5)EF6pfCZpch6*Dds9b4zUAsAz6zzQOhAEvtT7aHO_7Xx~Z5SqJ3m zZraayC}#-OH)>-_Hck#@@yC3>DdMwCQu~p-*^hi+XGL5gd<4GoV3dnR_d7L?D0wt( z8A=~$-2nAr+rc@=ut8?ER;T73srZsMe}tZ39%?OGnaT0ST9-?@YgTZy}apd7(4(6rqCEKx@pHKHV=u6Jk zc)yyXLor}}-QzR5=e;QI_8-mYh*xNilbpuM(yk=qC{xgD;D)MEieb6W!wK8*6fjGB zPh&TvMCVcKgv+Cq>`wo|!w#HM=W?)W%{k2xJK-uY=1*R<_jLo$(tRRyp4D|fT|YeD zlcGlMjhuy=OZz(X&1=}%xbCIV_osRGkE82c{BzaY^g}iGP`_XGe;&bKlf>&9F6gNwS>IiF(HrMkDSd$?*l)c07izUFcd zQ(hFys`jp^7EBWD-z7EfZ{nZpt-2qwN%eMG62F8luZq^`DLXOi#;m>-GOYXV%-5nN zyx(3h;!#oE27%K}E=JenBHw9^C%j;j<`>l*N1l@hc?bJL-`0P{dtigjqY=Mbw%y3x zTfjJPMLzWc<|@>8zKMR*ny|gok~akXw>~57@&j3Q3pn_IC;Nv4((%8cG$ET0oxnJv z>sQnp`R)Vw^4hfX>!|>%hVaD>jYcLP1+EjdF)7KGygYE501$?*VY|GO%ezb2lrdLpMF~DmtBaQdxWIDq~}v z>g3^hnyZWcfh+eaF)|bEw4&U|ujspF6O4ROYV4ytw-mdreq*`^)NTRK(L9xHvd(uz zW2#+Fcbzlv_8R&;c`3)?sD?R}(|D1(XfHY+J&}at*rCV)@_FuYaPCXcH|Ww(xy*ju z`%Al6*D75rb~*MLOU<8J9>wTsJ!gT3=ku-_XHc%3{7SGCwyFJtzN^J+v^EI$P;R63 zdv?Mt#uP-Dz3Pt0r$h7K)L-b!7IfzotBk9IR0Y2cE0N1yQGBgo9#jRoPMvW1)RJz0 zk#jXyF!r|TCAbRqXVOr9gD+0M4n3!_1LHiG+d-~Q$QX?y)Lg>6i!>l-BUA1i&4sXO zUnsx9+r`ACV2CeI_Ao9Nll`1$>a+6cYxth-)hryr_q_=hV_NcGwI|wEPnK$}@D>@F zzYI*<#@H8_Z<@QcD_k^059VmE?rj+GWj%eSHBIv1v%@#~F6KjXifXPh%}14dLH9{K zsb0#nHK)=h%`uvlh6Xs^8}#APM#|xQ>aT9l?W!*{-^#ue$J+a@zV1};@9-Wx18!a1 zpYgev@91I8Jyrv+j9ry+>zM_a+;Q+D%wu=f}+dfB@? z?0&RY&1khed|buyrxkwwg@on0C0gTB1_ zVw7)kXL~qKF>{WwJ9KNbuK(28$VlI)j(w*jwtS9}p>U4dIKR^jBh#Km_rfDR=GnmO zjf~^?r*n8TvRpXDw~I7M%gVd2TYl&F30E&#f@Bda02~l|17bBM-eC z$_koLY^mcY~sgR$y>w!ow#p5 z+Q$1C-nscLUwXlZrfA;ry^Ilk+pKX)Jg@OyxEbRWgBx_AA4|}&WrzFH_HoU@f!$Xh zGxS{WlktQHuC;}>AC@MnUdm99dh!_zmiW(IZ5&1_&L`3|4v(NM8oH@I1%AGrR zZr#1J5mVd|(>)>u!HCGMgR-iQlB`OuWIPm=_`6-nPj+R`d?ivgEa~64qJ9mEY!8Z& zu%vzMNZfO-$Uix9%U;t{#0y14B|FmdvMcF7xRO}j5pQfnhP|vrO^Zl!BUiF^I8rdo z5jlTQQcLqYoBJtYiLdLL_LXxb{jeix<)d<_ypqJ}j;P{M@z#OgC*V3WBIYSa62Ax5 z^r)zp!;)1rB2H-~**6^tr8<(e8XP)u{T#Tg%L9jNJ6$m~!eX{X#qdoMG%8~2< z^*;wCxgq%P3P@rZM^ar^PQBpDrF2)yPhjn>bL3RSm9%q?WEjRVHemv^csnff7P#Ui z0podSxFcdZHq=s3$C1{DU5R^#zAr(e9Bx=s(2cRGgCkqs1&3y|mkLVOTi|DcGJB;f*LJyb<0V&C?{TGIK7}?j$C26G7hOcZ zu>nahLEW*ij02v$AC$Om%vG7Wn?lFegOXSyD%ls=U-r<_Frz;At-;|kG>LM*Dk6!a z!LgGo$yHq`j5?D3W<+M*=}F@2?7?{UATc7Tb6wdEpQzs$_agY0Vcu~;+20Hp_fY>3 zr8{$c7Lv_V7dSoXK8$L5YXv@)Uh) zg+-kXih3PBJi++O@Zkmaa{(op^>hK=`(X){rT@OLcrN=c+{e?eCG!u6$k}pHNxn+I z^~~`k*HyGVPT$2`X9h&h!q?frV14ofb1ek+lCVe@`uxSU4fDdg>RztEAD6)1Ji*-Q z5uZm35+V{;G%ES+sGkIkwmBm3yz~Q)kzt?zvSvgizYjck6_|~w@65b^avj6Gw(kml z$FttG;KF`;k8ytk*~nr)D$ssDAl}#DatG_%O#2Ax!V$^3n`<5Bs2lWYm|7#(n^cN`SCj7&g3Q6j@R}~@unJl9mzbvn4fYaAqjb@LVH8{e@EXqVBAWfjdfjQ?LvNuEyjif3-+iI$bBw*lzEq;V zJvt$S>s4U93!hd;epbT2|H6lD;eGT_)&$xQ2Sk;PNC=*?Vw*Fy(Yq~G1ly@s|0z(8jzXkQRu z{m7Tddy?KBeL9D6dzrr(>wAdt=!^7SwC{wb=+?Ym=!lo;(*qdDw0xE$1q=U^33wt4 z9i#e!AG$!c1|(F3wf&5(_!gQCrLGy9>6G0c_b+5^Xa!9nG4YVH~X@Z`U%V%q#yE;k;EFd27US%^rksVNexOUoBqv! zyCEpqUvob#fKH*`jDSp<;fdMvpPsnQbw|LLf0;o!pCZZNphh8oMY&p@HXTH)Ehz;* zw?db&{t$ZI*s=A&@85v0x3XO7ps!bvc7si*pDP9EkXdDr%gtfw(~NbON5|zlzTA7y zI+Bd;Q@z*|Y?t>f@ES00FKGL;)d}$CA?iNQ5p^vXliS1SDd14*ND=y%3bN*T4x~ zYGxrb4I@%`8-91urFQ>52aiV_>F^?Qzlkx(fI-f)(D9)@z(bZL>7aO)E-iz;&Q+Et zUZZb1MZoQ5K(gvG$D>wG(HEB}({kWtY|k64v6Jo39wKwn0l4r{K}q-#I(eNKSDyNF zIg;8D+tZo-?u3o_iaHOzv;5JNd8Xuuhg>8!WZkbp&j@w*vOfHaN$ow6(co5#F+JJ) zJHg{^uDg*p_%y3CI3SDOJ+$A1rf)D7+bHK4)06c&+$XaR?5J$y+LHZYuL{3q+(r1l z3;3R7EcCN$%fk2Zz`=}zPUt*q4^0K;DG8t8I~AZaqyey-u$EDbX#_3<94TA?-WwTH z+mU$g%~$kGgjV_Vn`qYv-$j7^hLYq=;4;Sg5t0C}-vgclf|7^bFQ^AD83+Bfrhkdu zHvDeR`m%$*{RlymEac3a#T7py8T+1y&9Ht}LS^jwNEfq;4^q;V()d3&LeL!@H)yGn zxMlbyAG#9AbEV{+N^&YvDk(WuT}j_|N|rX!@>@_zzrITH1}a(IOUcQ{m6Uy0N#p00 z{4`I=%>_!Xj$#cfmDF0UWY_CT-dd~V(5p&LtWz>%y^>1XlnlqGyug^z*-E<4WIX+L z)bnKQBF61ivXDL#rqUn07QLe+C0EHsPszTXN-7^x@^uI1DyL-SY9&=ZQ_>k64fdt^ zVkMWDWB4-qG3L)#_}xayI*kt-$9nP4uB~>Z$Ydq)KRHqte{dCRo6g#20%KuaCHdHj z&U?}OjUuK(Y2+L}Dukx%fwf|VE1ma2Q|lM72bmvZ4=P~ChPjg0SxMmtSF(SBzpq3j zGM@S)_>y&8bSeG*j>t=2E7`I*Dhbml=sQ6ULwWSy9hF2AmD065)Id}Y&yD)}D(_jw zVzZno(CS{+k1c7kHYx)Lx^g8!NkN7qSHSziG4`yul8PggY;TUefo~_U7fJiUi?|^1 zk|XQVkn`!RcaV~4z#3RHDwpt$i&j;V@HxI~J#clQ%SH6ctf-v&5qq%#I-GW7dRZku zFHth{8znv2$96~IAI1!YS7uh$G8i284P$Qj=TZy&+ODpI-&8Vml9Jif?VwL)KJ`oC zF?2(nGs-+3(9%6#$*mUPw+3Hy2)I0?q$Y44>&=Ml1*W$*D(f10rbN7!NiRgDa=a%i z%6jq)ywzd2k_CCnB$U@?R!J=xt2`;0uS{BTEp115(k~p9CW+d7d5@OqcWP;R8{XO% zH9B6Kzkzq!N27^xmHd~7IuBuIcO44l15B1t)VjI zhiU0UtTH3RmGQ_?V1ky*S?p(umIvx+iS*Voo^`guznjH19hvC;D7?@mD)o_<%E;T~ z?VilpsHEk4N}7D2%<;RlOo1kk?p88sEptGx_U!kPW6HR!uWVH<@%YwHoIplqXj#5k zo4Uoc#C6x^`HfmC-%>K-32ox~YuT_;dsCNcS#>`&$<$KrJ}pz%YpK*gOR$_ajXP@Z z-B-2wX|*;rUf0;-T(h&iHY=BE(-j?~K8lzNuWGOROWI7VuFZ7z^!;jDT94Oi-+V3g zknM#pv98^YlzKTO`F%%V7LZW}EJ)+p%(U8c1{kL_2o4LWpASLWF- zwH(~W9*>Ml*50TomdO3P$aA-#EUvBOb=Eb6{hZyvQ_mdNQa3XyKN3gpFYZZdO)dA= z)?V8!TGs7|nl~$INouX-r6;vGUm=f2(Y>Xw+|^CXJ@DNPKCX z@*aCOyrwqIOR+aKv{}1D%hA5tly0QusXE%c*+iS=?X=X6)3T_8mSNyBW2??|F{2DgzJga4Xo{}S3%Bzc9_1+GzBLlKT znVRU8aW`E#xlEaUeYNaauFS~s+N93Zl7j4AL!Tz~hxZP+-dF77VE8QaC08DLNSjZf zZ)M~>2i=l`&R7P&K0;j9xxY3qKB>(Q;Hq+6nbJ?0>I+!!94-B^19mMBuhKFcU64Q1 zHH%Mc+1*x4)$5-09;v_5#bnGeqR9pO+RoLEX$nK76 zN=ny2-q8(dx3Tm8xN`rGN?xq1O%8Ioy{IeIFS*94r{!7XFRvB;$duUgGyA-&pgsQn zH};u8*hG*M8&{Zx#AmtGJsynt!g2VN{U{^wJ&WL@K0!&vuN;WKzZpGK3Rn~Adx7@1 z!m`W82%7`=?vC&C%S-sY#81Y?y2KaWtN6TkMf~Rs-dV=r#~T~(sDs2Y_`Bt(SF{hK zZg7swu+O;m;13t!N=$0rW=sQ0#~fLW&!VbF{P@{)4@>fX{MU|=SbV-8U-!GP#Gi5e zXFPS6GkysDdPk%jd?{ZOiyetb{uFrrHTIxJzKdl4qGd) z5O;6HH_O4_vavuZ>t9D?61wv1_dRKMB`P7}o3lNcr*BX)KE|iM?Z{MoTk{h55|s77XIbWQ@o|U+x8Pf6z6FjEVy?@s6f2%9nU!e!2%1r5lxJ=yC|{$$kK==0E9%KE zc(`^KcojQUAKl&-JDuLymEqXvnao%5nyYrh`{o5D?~H}tu+^pBQs%^69i`hs>^*w@ zUwqVo_~ezj&U;Ep1LBFk@3ME;{Slv7{}#Oo4IXD~lQT-ab4#0Ce5zHS!mI7IgeVVu zK-;3Iw4%?PpRq;1C`nzXOfz)N|L{A?pp*Z(Tg#HyfLlLDZtqj(p}p9}+sd>qs!e#j zmagcAhTkb!c15WS{Hb=XmesE7HJY!D>8Z^l*q9FzwVJ+3dy8rRrU<&YmNs{n)!tY5 z3eF6zZm!qr_pMf6Ld$vDyR}q%SJ9CrvF)ulxa!H3$UnMz<#lZRYue;5&}!yf?C~n? zZC#S9-uQ%ijb3KXGwZbXJ$k#|%UV@H-@o%Nwr8jI9$2Eyoz(Y!Ma#MIxu!3=y9Byz zF4u>#7yZ!Teb;K`;;&plXJ@{m)!NlsQaeP|N9grNly%YtFrta(Vw9oWee*t8+{q5JS5IwfhdslGOe3EKQo z7Q1nmR#(uwMK37%owy+nn*Mwk+lijrg^pSFB=l#W^Q&lSxk8zEe7`CUv}w^vOEUa1 z5PyG8O0IlY0^8FZy+TZPDb1C^_i%sCmG2(Fr~J;5yF*$U5np8JT-krsmGb!9dDsj& zi5#|ZWJ)RK$qbkRYaE;=k*_W z5_uFGIa8UZuxSVI7kcBr)|{x+AIq@meU*pbDIw@k2|Ms1zDz0hET6hfN0jV-7@M$_ zSONbyp|UpZp~3Itw0s)SCY^o18y~eLK7L>1CZ5=#dOy#6#rJgI0en z(o!L)&3Q+gJuS6q6VP4?w(ZzL;N@xWy??px(x%uR{NNO=hVH@kDo548hQ31l@Huv7 z&cDixz(%>(;fH+e@D*h;4ic{*2OE_(<=~}5*pX%1m1#avoA?&UGJLY*mTNkV*0R4m z^!Yw)PU9QoC-# zyp!O0H$SEi^L>X8Ifgz7x1%xz|IX|Rnk=H6+a*@Pwac~_oTrR2IAI=)UtKJqhApMcBuV z>>ECYR}3DQg75Sv>z+$odp~k?gni71w~8@eBW(PYb*@+S1^i5W#^tA!YKu>|1by)h za@d17;T>!}UaU9yGi2Y&!~s{@Q1j_tWx6Ae^PzoGZEZBV@q8^UYw+hQu6E_)GFm1V z*Jjb3+SEyhPQ*qj_{3Y0=gVC@Zw)+H6Fo4QeM{W#ndH(oX38}!m~$8RcP!NAAo0=5 z@Oh~pl-W@RKa(*T=z+P_v|5QjJpFOtt5dD_5J z?nuUGWN*e|Bc4T`mQoJl=U?3DNs+zi3iQ+akE46fcv6RWtvDsY!EeQHzXN_>PrSJW zI$b69UbZCHoM9a=RMO@*V#Pz?{5`n+`G=Ap(IM~M0l%X2FR(`q@tf*nYcBte{rgqP z18bBSj(jI!0}Ie^OKK8_@cTA=ZU}3fr*D*`5!)1s3|c1bR@5zD_iJ0qX)J+ z(~)bJT)7Vamcc&mxWJwv|A%W~o69J3_K93^ih|z^`0{;6<`dr}-Gkl?;ct0i^WEB9 zsmxwT=0PdCHfj>Uz0cF|{+y`!8~s;$aa7_);hWglb2R=@iX#OL@fr5vZ?wkWD20!L zECn@wpk%v)zUu~^PCBw5{~^##nOyea8aR3-Jt>Y|=|7a% zfjF-|a$FMMpjby6gXhW@#2u5ZuEG!9GX;NPohzy6&i9GMign4Ay3i+n1N6WXI}2R~ zWe_8-a-}4El=XlsQ(0SWY*5MmN?pNk&z$c{U*gE=#IC6TD?bqL#C6ASKd8~m3P^yOOO zlv4QANM^B_9k|3 zwl=r%Jw77Fo7zL00mS6VGqm}3H*p}a{y}D|O-9#DMV24a>L9V^tJJlhu05-FMo?ek zG3Mm=9{iG~#GO0wV^&}zMjvv`TGp|ic~*e)q&`~S`k#^+b+z{fayXrRXmZjuy}F>c zE8$xpgJ-KMuj~Tt6~`8xApTqXoK~$?Xzy|Cg7>!nuG2gV4uucFlb_+2zZsTO_%7{| zqGlZN~EpSV%elZxo{j8If+KkS)?=%|YDOCZTJy}-ZUo~S%g z+mqwN@Uef5O4YTVq_>F5Tx29KFDj>rqf|Nk+-6Fy-t=T1ac4ni{K89~Oj_wmQb%}f z7IEC)uFPT`>G&%*5|uoOAN(cyA(8u{PbfKzKd|_iYo1<*92N;m&#L&w$n40H_}0XV z*$tH(BMvQJkvI%rBx$`X+ef)_7(d?|i9To-mFXLaB|bw&pK~PN`l9$LSHLa)FGo&& z@A}W<+r96~*lEm_gWe#%n$g0Q((v73a82$6%yd_V9*@ep4;f!KDueOouU(<7xhs?K z)7LF@C80L4Ko8>YU#LgsC$Q!Z>gP%p_G{}XB~6J73X!W9*rUUP@z)>2{tye4pd6vC z;CUroDYF-W8?u^>4a*1i%jnP!(B(7g6IZhKQ^c^$|Io`yYHlIEC4Qc}58Fqq>Je+K z#|OHGFZB4w=riKpr|>yzVLvw(5I@j28((w}ditH;lsrRu>33yb#Xp+-my!@Va0WK( zIrjT)${1w7;XT-N?B5gYZ2(`XB=$nM{|!I4P7-{IJ{eV2%XDJfyy{x&o=|2MK2Ja7 zITt;URu!KJd;ev5{9xkJ?W(xn0RU&~gqmC_^k>yDR=MbQ;(ee|ivlv=y;Cesa&!j4!3UT_5C1+`q0& z80Qf;V=LgXy6C?g_@P}R{26q8_8@qM*svY45xN8Y{RB40=7}T(B_G|C`Hv$>W#Ex{ z#I?1#rUoSuyK=IdC+ac#&dk2ILFX64F4?snw(nBuyO`KN;!4w_x#B(JNWxZl@DW!& z!zW4mop|?E;>fei*EAxb2Ckg7&x^B=0c>0PCSXi()v z!9^ybl32}?s;(!~v16ukSmIhmWoB9CM8~TJ5jlLGK5Zhh`r)W}$W>;qsHFFZN&^0z zr@;S^Bk|BJ`SCmRxohu8`4>|Z|!_nazh))c(s!n@9LC7wNl&sk}@R^L*ej?L*rSp|&-5U(Gh zuHmCv6)e%-6EA5sF;jc_%dmTMv{zvb_KldgXquL9S8DIa`C2M7w&V&e^EW7yO`KTq zJy&WF6HPCIPxyv1PgoytcvOmRhdu+Nl2=lhtYP>bYaMBXUQ53okwo|`y%4_M5SANH zxdqdTbQJL-@-;FXXs%W1+r*?};KSSacXQz_bg$Rek%9O&%Dz88fIPekjMWh-Zak4P zVKE)T5~><0c)uvH%CKi22mKr-lNFXrZy}dAk+0eT>3tF1(g7aE_wyDo#^z02IVhgZ zZ@QWzSKiUm;3jcgRYyX=NxXx(deY}?KnmvCJQT-&AFSRAN`cMgOJ>~f%r)JS(nG+d zbdH#vVPBRMzODQa5R*jzauNR>yZi{8dmPDL2+Y@L?~>!^0jW>$B?nVya}bII#QTHm zo9LYc=CjWRZT?pLK|lXV{X^TM^#76T0GnHePATX3&kW_698nu=PD@y%KXbQ)1}#|Y zRqA#ItiS4w`38R4NNmX3P5+?zWS&;|556qO8rJ1NNkJ$5qBUf?|F z_`aSL1&@-Byn;=Lf5nla=xx)5J^eW>1!E&}av$*QbGFXRvCWZ7cet{;WK^Uzv|0sD zx#064{U47=ein4a@Ar!HyE%F?723Cke)x*A6`Gj?qT(I%3;uIfSNiUyeqPYesZxJ~ zZ&EDhCHqbE_#WVG20!>kwg)8ixD(4KU?0Wi2%)F#x)U9n3}Cu7YR01wlV&%H#vj=GrqDo!gGVOq;c(2>z)KKAq%VCd zGUl&<$QuDs3D)j#Z+Z81VE#yRweupY3q$_Rlsf*&*?)ykdW=B^}MO`_G-xvvFtEOV-t0SMg zUAabGr|*b2u~XUj5F<`1`DiOXCo%sue5j|nR(~6x*R$_7U0H^&`5?Y({8O%!$DgZg zl&rz;9EUI37QeH|tK8?h_MMZQ-Ra5@+V=lST#7vmUSQm}u2dvO|IOM=Z1pw#g|$nS zl#NqT_ZqP@zPX@JZ_$=;Mfv(zCPt*ag&$#U(8%WUrM(Hwj=Gpp=h=6MGM^6CvWdAz zS5h*ZSm+ipQSve7CjMW64NkK04nANL@IIUkAF%fAZ^J(&fH&Ed8C}?8{KE9p*gkkY z5&vZ%{E?pHNV|veSu`}j_f2cdy7$1p@Li&P-{GP6E5&Su97V6qkJ&zXi+%VAIeaDP z=Q5_vbxgRWmdpZ2W)^r7R|0?VLL{b3zGoaZEWawSGa}NBxKVnd%h0o-DZo8~F3WKI zXUN`7TuYnhT`VHQh_MW^sLv$A}y$PAlThi(4bk-FK+*V$ja?n&W`_zsNo;4g17pve z33C!_WWMeAIiLk=fK!2fTc9oa($vAWTA#_jHZOVvZO14pp^5eBPJu@@<35Kc?y&DZ;b~}`RoaQ=HueE$Gxqk(&7Jno2z}V*rW|xP$dtdz^|djjt%}=~EIq*xcY1lv&X2F534oSNTBfy|eXW z-U9X>n~U$r{-V%jIcpEn&r9*o$P|>IAN!w3{Og~Y*<|723nBl87~7qj-LaY1q{LOPJS60!qe84c=$}A(bh+g z#PUI{+|{G3Va^p{-zP1wK7G35+v!BhpBKaadwQ$8vd|ya{zztu800^(9{AYUe<^+9 zz+)To-<#ic?SA05AaAmmwsJAQ&AwMpM0Vt@py^d3SCoDC&zduh>_7juF_L)@m|2uxg0i{{dsrD*BdpG# zkIiq-2M6?sS`)GF1%U}}R`w5aJra)jL-uUK+rYN(=ZSHAUQ0xeWP~L%8~T0~lxG%r zey)Sr01SIxV*+F1;DruB|Ez}EW#he|l(>p*w&zmXrAT5|dp-(STLS*s5bu8OFXY7X zk+adeR!>=f_I|5(a{L_iw9}E8?LnRtdv5a=Y(BF|X5JExA5$89{O!$Ej3=$H+nu`8 z;L+5HohR7LeVtg2yp7{(`~vRTz-HZ^-K)?+KTlrvQho*gqtNFRxMT#S{{%0VgKYD- zt2(|9FLQEyJ1UEF{PPBKjP`xj9%6^=`k;ZeiDKpaYh-sV^B~(<)}Enz<@+2z$JyM; z9@{e!{|oy*zG)VgHtRhJA>)Y~*t5pe7iA3xbNusSaseJbX!F}>Bc2G=X08Q6)AxRD zen=oL_&ngh_sgp9$PYQt{ZVDgwxPZ%v^^Y@(>1V%?74rlq}t-BprV@b%bjw5708t^CZ8$EA8&3FY#zQ>o1>!&-Y;4{=)9vbfn2Z z)_`wN_z`p>CQ3%WI#glqM)2Wt5!pCW`?}cbXtA;G(1@SQo%vlXb{%DXiFOfrdB5`Q zaQu18R{_bN7m@NKXj|?0KD}uZlwHG=A1h1FL8*_=o_QD=+8hAa1wK32QC zkliQPkLo$HEM3_%fhOGnkAxf=_svSK|}O9QsVK@600pm_%r3h$SmqVSl_-)BvY(Pt;Y?M-m`E~dMzyvC(Q#Y3;FAQwOBe7Ulb!_Keo2 zuXFzaZ4WVrJ;P9VP*hWUK8SVOb3(-a3f&?2iy?asr?;gg#SQxB8!cbiXG!MFf3`3w zMY638c@db6**9#8XU{&`=hF5JO&fdu4&DmFAA()2PW|wpl!VWU2j*^=xN+vx_tct8W zF;vNn{z_I8>y&M+Pw%k#8kB(j^)uFZKPx@vDy>JRWfad$|`Bp zR>^f@rcCOuGT)Mbl2yfkL)$YwluYkH%#}*q)(ITzDtV{9lHT+gO3XI!H&`I5G(6R<~Hg>p!I9{5*eFAj50oLQ6Dv{(h=+}lbnL7Q9Pv3e@B zCVnjm9j85_tu-k9v~chka%r$FWb1M#201o`@Y-hVIH_|GE!?H~J~L+>^03 z9)?$TJfP$@`*N~A`^(m{4mo|LI0^;Zb>r;kO{9Hrp+ZPfWCfk@X4c&v@$+kLgJpKB{bg*{`ox{Eq zIKV^4#?1rYW$Xd5US=+_*A;ZtGGOkGoiVdMl{paeD+GO%`6=^T9BsZqG${L1*vA&! z_eV!O8T4ahUq}7K@B70s|L8sJ)c%N^MVB7?%cEb|&sUdyDU!^*7;XPdUO_EzBtA?8 z_e^-w)C|XbRnw7iwWE@6?ZSG;^l6zJJF{xzfPxO< z{lp^e97c#i)N$@hLD%!N**w+X8G|1yztV1DbdSVrbdrrpu`}2M)q?#mN`aQC z#h@Sl#<(i{#_ugex0>%AbFS>YXIN8Dw>L~jsR~Mw4k92OB!Dy(1*Iy|rH5+hp$Y*7 z1(c2ysR1d9^xgvq1flDryW4R4az2YIo6}KDd85id?`~5_>4utU2McojJD!8LOPA9n)?GJZ z_b$KxRRGkta?2=WA_w#^$74xeJihPa!zOR~)5`UqvZk33ti_ekp01L-N4=qX36Ze9 z5hv@fOSFcy>xhs0Yma&TU^m;(CS!>(o=T`(&Zj=6)tx_g%^xAw&$!L~83tT^R*rTp ziG-(U)Cq;tjC|&nk{tg^WzTHvyM2YNFCVPJdFEBbv{s&T#j~ZMPOt|J13A*_}zH+GMf( z!N=v;V5rJ^@Ub4|QM5BAcz5MRpi@{9Hd=Ys|Nh-F?L4Ij(aYXo0rG6Y^wS?9-g0Q6 zN&Odh%S%n^xAz3_#Upy-DeX*P^`b@4cydt$2j7(`3Omj09Eo z(2miPTM~5)?=&MyAM58&*D&pMzG~jYWt$uDRGs#1 z61(rODh2RZPvEAOS_p`Ev0DiNtaEnIU2!UjgM|2U=HRd0+|o@tKkpPEImJ(E79wBR zMO3ziyBVVtWCYmFAI~(Hj73l7C%x5+^Z#maLUGi@p1AE&O04~`-6wd)g7Ke>^Z@-r zt@hEJzuS(?zW|@q&0uwW91K{364AFRUX~NZ)Hp1IuUaqa)Qk+e>5%9xS(cTgu0B~( zys1|8aMBRMqWYX`b<I6uP+noKj_a~N5}JRC`_|JL%RHMKH)lyp=#8TZK5nWZhMD5}uffrHuNXy5qTuMy8iyZ%k+H>NX}6GqNyoU(LCA-* zo?55p2XBx6__+0}=IJWg)I&Z6o-Q~Q0UDsA2jg^zUs*p1FLqc}o)Mi0xC!+A!?=vX zp_Yldc}?hYO>GQ?o-LOf!x;7o7+1T;t*&3@U8p3rV?X}_S)~5$`d|%d_W2ewQc2!g zTN}yLQ8QhGG=ykno*k8tw{l}Kbcex?;Jh#E+DnC=)-)Ewr1^J%j$|zWUnjOS#g_xo zrCy_SdwImq9UG4?k1-yL9fr_$m4BC4>jT3R2L5AJe9)(vcdPiTraIV<9Gq4U4&^6 z+rQ6sX2qu0+=qlN`%CXF(q_?O9QZt`pW}p9cpQdko#1#}G` zEdgiM#3mlH>6Jm*x7f9KkOv&RG;&KwZ{i0RE)^Y~GjVVg0&_ek)QU%_6@_aDZbrzU zo}=GzeQ_y;DEiC|1y7v19p2iMMSplv6?oWL2nd#Eo!8eLyOV+~+Dl!=dF*x9EbTEK z9F9G8Q!Qw_r>sD|C`oM%MdM0V67@f=?Qa3=#zxU&$Nf4EIv%U8YZPvix5af6^40r{ z^RJK6nYH#2uB-xLN`v~`SU2OO9jV$i_gfHB8%LF?)2kWbO3H724@zlae0K9VW*&k3mtOmvxw~NYxqk#WtREHXN2qn4k$zlJ&^Ra?y8lCLm3duR}@maBaCpk(-kt+GD;z2in66;gSSaAb~r?;7Xe=7t7CxY~?!wj|1xMAU_+PTL~)i%-%E zmryGokugrg(Bk$UNJ@q|f_%LvV}=jyI=Fjjqma4fw`tuGIcGu6-NqW&&e|5O=KC4O zV?5=^;^0J>39c|yw`NW<EJjwG+6p)l>(at!tv4PgPF^xhQ%v2J5=??TTLAvletEm*Tbw_I~09v(35FQQUQ2VUimMv)$C5fz_53 zScg!$ib`pljNOSmxZ=C*651+LALGsaWnduho9H9?evi_vy6Qb9&%2~S;6NYg?Z~_2 znN=0$0ZS@TXY_-!pDvUJfbzTJcb;AjaTU$>$(DUu%$xKT^-Xj)=&)x2DOU5L$_3zG z7ZxfxBJJ^F$%?8y{HRM!4ltq?21TafpL_Y-g3yTQlle;nS;lt>G8+<}r|DIa$(=dR ziK0^eW?9iL?CMZS?ar4LAOmaqFJRMYRH;xnll83}u})L8!r+(Xn1-g*SH;B7fjdAQ z`LpfcFhp-Z9r^H6v{~&m?u$o^CF%!mM)OT#q4&5 zB-^#?_jIZqxsj?k$zFIk8^r}{2r8DKc4LWUB2VBIYnsxcR;*) z$zA_Ep(yg<(F@ZTWyTVd2V9UxliN0s_Oab9{=GppErwBlDIl@7siJ)){33VoSm{I; zg^!~217}}>yqO?os-+y+o)2zm)jzjBt4}g$NS=oX1wCD0(h3c+wzZH$Li0VC+zu*| zMv8;p*1PU#5{m4_95~k~&*l$V>j@c2!yQmP>Df#D}23S5JhIu>rGG8|HX@VL61ZQ%%&J&2A=Ji0o&Ie%&~d0 zlX0P(=Fc;=UO#LAhu%G;^GRw?x%YwP^oW3#B))EbwBAetlpXEcdmy6ey;RAlSFFrcTFq}v_2L; zb{6d?@E(oKZ44W4^a3|VNPYK#8_-WyJP#LWe9m5N>~mr|Jde)5O%lVnz9U$;=IKx| z)y((_lD7F~xi|Tw2k+@$O)zA=>Yz=|n?(JjO7(~g>Cv$I>Brr%qx?Smb!40C7&l(0 z?JGppPudIg_<{=V3Ri(E@8T#mG1C<@Gq;y6J)#9%3oh;YvAD{^<4T-nb9eBE>*w6@+1C1~TMKLx>}?-ZtPv>zQL6qE z4K2~}Z;6$0A%a2qy&X8b;WG6Zr_%+=g{D(*#Ow*>$hhQHP86lFqrdnZCOwsVQW{IA zFu06l|02)``02Fq)Y8{R;%k9Td{X)$j}7CNeLJ|LdD~xX1K%G$sEwMaU4OUbhBy#j zQ;>o!`(Jl9CgZUay?DZ=8c4-?VRRArK!ma^atSz(vI+uye3`itH2JQmWKSgH(YKG7 zt`2+W572#T*v|os6I%;W`z7|XiduM?_0MDV6FcecPmmoN9?oy>002Sk{vvWaV`dJ% zF=M>Z@?o!w%2oezy`4T_04*~AIs?@FGkoFl(9c&A%Elav$D_ZftSkrRcvMVjF090) zIVMTD)if5)?2za2zJ%~aS8FCq?LXRcIr_d!T1HSK;(Y=OGk+& zCX=a~6@2?avL@9S+0C!zrHecLqb9`-BX_<>^DJp?05v6I`O4LG< z?y0`!?>1J{+*X1`6_k-&Iu{hF9Eosz^0P4;u%+R@&?Obho;oaGc5A z3)i331F>8;*r}~#O|@sEpia)?KSQ`5qlHS#-mj>UOE^Dy6<TiL)e7>{ zoyFC)0Z}h?YIobM$rtx?iLtzy?5wY5fP!7&ThjOm@G#|n1oCl#x{1@m7bJzV*hnuhti2#M#n5o`)YB z?%5JubF2Vcv?+dB1ttDVV?+^1H!O(Z3*H(g6*IgQQk4T6N7{=%p7D<>Io&3$ zpz+0W!JqYpN=kY?RO3-N>IiL8b_!3D`%wR@ujo8YGKHD}7eVkaW0_rhhFo*Tyb3k> zq83$Z;z_WesM@WXVEmM>_eyO?6#bN?x>PlGjpj~QCcvY)1D!V;obhmwz~@6>c_?SJPJv4C$T* zVey{!mVL;I)~bFGvU!kG0fH_2PE z5ZOvD&rdHrzyy6tdkgguVrt}k-#+SP0C>~{z(~+Xw$tHv%ZxlWGZioVpTAVnAmBQ% zb5Wb5n;Mir)UYxGhECHxgi09?YccB}N_-n)JOoE=NOqB5v^WC6!N@TyJ|?_zUwY;3 zntHOJdcFblvCp+8J(TyLCI9mJF6~j>y+0OYC#ey#-sihdX?(;;lNv;qoy+>M@Y*Xru7yKKcUC+%HtD3B%6Wix7?7(2F z%m0P#pnS-Y8hL4FpO=HC`R&zD$uUpS->#o}#~y&`n5%T{_8*iNj-r{W;sMZoUR-3y zx?ASDJ=paN(e)FwB56i^IkaXfq+|*y83cbI&WImDZu_&x5)fNy*jEu94d)lCxZWjg z{B{%Ot$oU;lhZ}CD!%QRXHDR99{%{=tS@eTA5Tv6t)w%9;E;%+36hJ=8)}-o3!6SS zCp72AQm`tSQyuGL! z-KhjE9XnGd3s>jfC}N1VB_qCxQbvfs0BS9!jp0Ri7lShf>Sj`?(J`EWOYxSvlKPoe~<1 zjJs-<;ZK7{>C@MFLDV#m)ggN|sN8x~s^Lb3YKe-Pq+>wX0a&k1Zs|kzv6!{23BNb~ z$dBtC*RZG)vTDEYY1BImlg#7wg-%Cl94kdO>$ zg`&XnTtJI_wNUT3pmV?eM;qa~L+y{}^w6R4r><5u#kuy$j-ePc4?M*42(94i!V>cC zHRr(AQy>pU{yOdc5L3jQ1*K+$hfxU3Ak9r@hHO> z0ps=v)Lw}wD+XVvpV(DXex!Y{s&KEdb|NM4QATlQEKV7al{4RLz?uUD3R^3kjIv_4l6qQ-!Ca#*zZ>8N5}tecpBU>@~-|=^FqE;{&E}Ii$9$ii<(yGfGXv2wRgVc=dY;G zcO%T3>Q6xzO>ZlTIdm*VcO>mJG5Ax~O4_|*mBW;{wubd7PmRa7s31J3!R1fHuc>n$ z-byeJd)3Njl_$gSCqUF#{r%10(UC|7xeuYCG2I6myEJf^I;ed=W?28R(A<1D*?H8v z5z%Lw&~?rIU(;hkiWq#}C&E?Vy6OSKAn`mX=z=e41*)Qw(w&psNhSVu2lSRz1~D|vjzJd@RaU!)R65WkgN1>7T#eoyd#u_kLaB>SFcnHaHh zxn1CQ4m#f6py(_vTG@I?%(SZjt0k)5-RL#C!*n!qGs1PJo}ibuO?_Vb5+G02M2M1; zuWOb|RpXDpkKPHY4PCTaDkNKOi4lIY%oGsw&JSnyrr<=;<#Y=eV)rmdAl}1}iH!L8 z98?wZNGQPN3=anc)IxlN96f^Cs>Aob-DwZ$#W*7#RFujg zbbmSjqM>V2TN;Y$H^@*KkhwO~EhNJL0RsCn0qZk~1$PIlm{HQ7U>_C6S&0(|miNy@ zX;HaHPUT{-?f$@3*fOd->kWONwcf(PcYD4$y!B(4ho=2e=DgZUznR?>=4$zT{{y&* zcROl-#PuffP$3-C(8i@`Jassdz{ZuVU?)RKPqP&^_c@NJyN=i$oz9u+_J6q%epJCp zw8$Ug`js)v{XhsG$}yN9S3zD~N^FyLZU616#quk5Z39)UDx<8!;{eHd*>|Pcs*{+u z^QoU)+*=UOd@>ahE|_+~NVYy5MGU<<&UjrdbR?rFA4vH|;^PU-AHf@}gV*)T+?^Nj z+ZjIN+sDqW0gB4I7nxeV6z$!qs>eKN5AK`CQ9?qbQ-##ycv$IgOcQt7bP6F1fR$U@ z#+UPB0RYDA0Oc~Up>c3j%-az&E;-;X*}7!9lR)K|HlN)UyjahYwrTq!+6Q@fdl78W zIm`Jzg!MNFzr7vzP_3ekH~vh2sltT+Ktm8q%4G*JOy|Ht-D0e|R86gF-+V0+)hCDfI z@RZJDgjrCBe7*I?Gq}f(E|_^pLlb*CKvGnmH_cqr0e-`E`x`*54{jS*u{BZIWp}un zx86wl;+GW&T)XrFQ~yZvHu5n0B+qYTV*1HBo5n2oN}cKDi`SXCr^@yHcA*NZup;$~ z!w*r+bo=j4?{9?SO}Vinu^HI{RhB7cp_d;g`HxH0RPGCZi`kkOo7v@>IdOD;P@OKB z7yzPzeY~$@=|@eRORFe+c>=Fk4kN*g!3u+kvK>4A^3Or`%0IjBH(Fn(?i)j4!2jGojEN#bQN=^ zKe*~8mZ0j=*0}23K>@Uu^4f*0 zag#(IoYAw`vBBW$_lQ1IOm|~r9(;bcPYn~V#Q$%0A5p&0~@ICIE;XS5()7z83J zCr;nJ8!47$9fl700Z7@Ht}6lX_)L4J2I9O3AF6MhWVg6XdBIY%N2{+^B3^`QYKq%x z8NnUBQdnNd-pLhgw=n$CFfGHQ{HBPcAspZ@>c;SJB`*18S*_Upg29IEy1@Lx)B*9@ zT93RT{7~&_YYIRh^EEr-aVA;0Pas8-R+vBN^GnimE$3h4dQ<`DMoE_zc?K+|pI2(7J1qMN`5mRt=HzkC z`O#H7o0xfOM~hyg%+cbB}OUOP;CCcW&m&gCQgrL~^)`=LQMare_&ttJKji zDrji#tpEJCrF@tMftof~mz|jDekb#6q9Y)|%j4aOz}k`|cI~!LnLbg!Qz))!+Mu3g z>W)2%p1l1Yek=*wbrkfW*|>vd)*n{NHvl7#7*4tC;+l}!)8XF&a3Qgis_j3=hj6|c2W(8GedjbXg2HouK?x^BKfg@^#%XhISMU_W>2J(B=uKr zSNo=)60OB;hcQ@!G-+gdbd05r)%sUD`TlSQ4&2zxp+cE}Tx3gMUoMw*l+kSkGPmBJ z4l9zY`{h(V@}tLjjzpQ&aN3buAvRyUsVEi4-oldg`u6Kt^*N(ew7}Bs^*IHd0n{iT zRJCX43BYZUOh%fzY5XJ70@SrQ)$`*& zmZyeHPOTtm=2zH>t{iTzbLwtmqA|N;Bxn2$pHEaqVFRFVLpDpX`j1eP(+3=dYEnYg zMWLglpp%7I#ddp)n9cNWoM>`Bec~4V9_KXw1~kcH`c99xCY4ejs2U#Q99VrFd=CK+ z8E_*7G0fl`a5dBbRw}Mj?la}kLeQJsn!9)5xUnM2?I!Ys8d9W%ra!Bo#O160Fe7Mo zk@qeoG{$y(Yi6w-g@tq?_*Nuvl5P=w@D&&(PsHaW45nxBFt3O*Z6x zoXXrx)=Doob}(}&vSHm=MjjZ6A+~iy?n7YRl>`*?;^FKJDc+LbE-vAinG%|DdeGh# zvJ^g#q`x=;m&64yd7#v1oRsePVb6%j7A#Tthgc}5;DJHDu;YU&TN8(Ckt|#>1tpsr zow5B7f^9ubUAeM`?%J(@!tQ&U-L&;BxJhA{tkFp?(0rXew%|u|Sd?&XZ1}C@DQ=1< zl)vt-EQ98Ear2m6JoSmXYJ#5cR9nN&<>K_nN{} zRPm5hK-68sPj|Z7G=t)p9mBp6T1+`Auvdd{t8dH7`2jAU;VaQeBtm^USXmlDUF)k- z5@2jiBhT~?*xO?Tjx)t}4Y4iPc8`~(+1Y~uY~|@s+J(@ygVV@S`xuXPx}L1J>IWsj zj ztU;7?`0C1G+uMqFfW0G~i?Sk1@R|L0GwYo4G=V1A-^v__vLx*fRS#$K1Z~vNKI^B8 zmxif(W$+9{kb(c3rL*)Z_s{cJkBZfLPDplCdVbGvpvgqZGiTV#Rby1(bgpOT!={Qo zeQ8N5z1b=-klif=x>_RX82`&E*nO^mM8`@V;pM$6q1e4Vl%?$>2&Xp)ZcAGhrIhZn7@Dbh&CROL1}~;C(B@QLhxtjMwR8@+pL} zJFpphBt8o04Y7BtqP(!x7l2Df(b9Go_1eLlG_d@AZ+>%c{(h!{{pJll!q%ZuEID0* zrwaC34TTF+0uXxZ)J7LytGHoaq!hjUP5EC_NvO$*bcm7yLeyBeB?=1h}s!C?Zh0ESUGZi3m*mb zbF@$m0oez~5enOh*b&vLD$DhWa|=``ksVkShC0Iu+l@{SJnMYL|EvSC~rwS z|4vxesl+(UteSeHL*++~es?7TqO}n~!qAmfNo^+T+E?R4H9V_Z<;^Hq)4Uwfp-hRj zY?gj*C3fg?I~Kx69L@{n9+~~}f+2shlR;bJz;mJT>D?fz%~uWUff9alQ!iDi;(D2; zxgzB_nO)9DxL3~Cj`C#S5~X9xl+!XAy{dtl3OOH|SIDMWqubEK9Ykth%OH-`Yn9kk zE)7DQE(Z9_S_o?pb~wqUpcZ&*clnOB76@3}*mrzqbA$Q&NC9Q2Bs69p+Y@5G1Coe8 zn62niO8>Nb99HfizLom)4&qK+{8a_3@BZ9yWEGZqx0!C%VnK}dM8bn019l~V;=Y5j!b(lboXMAsy6_QdWK>qn&&ALdyj1=F5b^5l^zd1a)0GbLDyv!Fn0P!E<{U$?Lbn6j8k8=EjAHb z4;)ciHntU8H!)>Clkn)7C9+LpI%VhfalUM#_U}3^7%bj7S%lT;Q1=%mR3btwR)?t} zRV#Meip~<9Z`>Gtp)X)s1rO^aCI-7!UHQyFp``TVP!~gSucGdSfB^%G z`rNvmKBVC)fo_JQS~a=3_}wH>mzdDY-FuqK_^3|0Po%d|4rG4coxb2X*A}cwa>*h| za@Eut-TFFNc6jj6usyl`$N~GHuT)ZYSaM3ho4^=o46sEl`|nIq0OsT?*p6QbnuhNvFo}XAZPN7Gr6ft(&5cL131obYOXIKAqcp83*U@RgksL z-^x1&1%ZaSt&Ae*moX#G%JIN{$gW)SU#~%ImO*Y=65Kic70(gW<zK&2z0=_NEy7a<>z=IJ)=iPs4QFvC+j`!tzvnCCUehkh5==)GXAi54(;om? zR|N+WCEwP~)2f?rTxh^ghi&DHV3>nxp5Mb%O{D`sJC_{jQ;1P6Fu_D%it-k@qKJVi z$Lurf?*qqQhR&9@Pw=EML|%PGz?bMmOcz0fN8Twb_Q)TZ*0{rzWr?^bi%>oh-IkeO z7mT5ILRoNtTx;oC$_BZ)KHREmKdi;wJ(c}JZV>34dtjXL+D86&M&zTk8XJUgq%k`# zjT7NVUQWF2tw_7Y**?1@2E%jb95d#?A$`nUP1Bb>W{V-+c;I+{DzfKr{HGNhA{9FG zzO{Um8Wh~NzB%5<{vht-s^Ac#Y;7-k`l$?8HB*p)5eEp`IXvPi?xU^(N!>j$AJMo# zyoQg@%u!$!wx4<@e2I@iG$4n|6_i%hS+Mbfxc(=J$SSiO5O$s8Ey($$EcTvklGUr& z+DhDA42R{wYwN9JQ(VtEDWCuHVF#TWts#!)P@$5DB_WrAe)ANBtDp8>)Pb9DQruZe zSnsMqv$t);b<*vO-skYMqVoL|wcEeC`?rNC2Um2n0yo0Z177Gn9%d}6(DK+d_q;HM z@%Buw$a1Q>r7M6^B~|QjTViRFJdIMuIHr~iw4Lr?-*1qWZ9?wSB%ZLj{Z0qQSiOat z@d%d0*|ZLLGGc!3Y>_t+p3J<6rK5HbnCEbzFrP#we%cvbMP@~=MrGx1go2H(Wpgj@V-HnO>gU~{bKnsv$<+1+Cwu6jUR<$2FV75qhwNr5V;oI?45UPFNAx_)g(M@xAIyE zMwCm%dK+lWt$z7UjbIP!jey%44!3(a;ZKg5dWUzqT53%mQH@$JFgj5K8vbCD;DDpc%Mq30VDN{v%@oAqEI?pAJqKZNh*{AjqqMw;2{WPbc z?A^QUWl(HUg7r>I3|4^OBYyU&&dT21!(`K~fq>E`MdM+C&e@a!fwcpBkEMAa%)9$LOyiU<3UT*-T`B(9z17qy!7uCL)uYxG&gU0iA3?H2OASY{_~HaFm54@P(nW0_`D ziskpk&{$HX3{_aPN6pAx`+Gr|G>VV(djpkGCUad$bJV+u%IY#RFB!~{`>Ux{3;d@S z?i*S67Ktob`b(kxir)2!pyD7k%(H`=*9S&oQlf`O)fmr{xIU?P-)MSoJ?OVx>ANXsRf|t$#62(8g83Ljj89kkv9Zwb2#i{ z0$JC0q8=Rf(=bO@J4+z)=|^UEMTMf#mYryxsR`i<7t)hLcVR4rYf?WC`$}}dyLGUC zEYgaM)7_L+Usa$S!t^WSW9jD(r^)TXv>&~VU%nxD@HB_DLIM4_&tX}D9?|m{mvcCo zwlf{HiM*}35^JxVR<+oZ(?;~c5G!O32!R?vY|3O!(Cb4?6C2Js1{v>ZaXThaNS2PdiNNE@8P`q#pf#p{ZU_@!!7aD;u`1a*I)%yqTOwsdOSx00nj7bTt{{Sl4AOR^vL(h{S{)qwlW4l<2&moY7&07N;{n;I)A<+n*4dbts)k~cMat3 ze8yfbpL2X)mE5t07}m~nLnI#B$?oVbu${`ISL(~@EeBgb=35>zGkYsrE-A*v;`Z^K z32GHRaV8%Ek*{Qqyk^Nq31&7F!zNVM@_(CW@u`j`?)2B832>^o!z? zaEgC;<`tOA9*JTD#Yri$JCL9uy700Q^DGgxUQ)C}!#Bms?w0s$L(sJGoP<7t?Z@*EIp{Smt^j-8nnd#(jhgu4kL2Pru?6V18WzX*-&!p& zio(_kD6fOZrRU0ng6J6$*4bB&4%;F%GoVjHJksAwdu1J|JYX3Udg16w+W4~;ewX#Q zR7Nrnkkl?sr87&JUEH*MM1FyI36q)-ADii2us=(=4^=w?N z3yNEC`%LFxwqOw_$BH6p5g{_U_TF%PTBaYyrDJAqrqp>Rxb*n&QGue|9oD%Nf!B2* zkB(=zY9F>7q}nvhD)C3|?t%~bcg+KvC6!Q;udTy()*l*QI)W7CWDUgHTZ2K=<}>B|q!{^|BNO3G7gE*iZd@-2QoPTZzMlFJxoj z?arNur_!3#>-m(XAJ@Y}*tAs*(2b*!idPReMW$Mz`*e zfV82wUOnst44bSjG8?_0J<%gdZ}}Jnc|;@|w#HIrMf33Yh#&Z9sMQRz3*a`fF=q!9 zXMiVkq)oNcb{;FP97_+oK#hzj#uRG#o~#26L_mOhe0@X)b&oOg6 zCC-}m$m5Ub{1#(X%}Uz){&k^DWYz^H`-SD8w6i6J11p{{AyQRWajQixB4%hiY6@pm z3B$gSV|;Qea&SaU>m7Fbc1#dk&Y@jFQ`yyFJ2`w}+1ufBQCDj3gt55roIz67L*;76 zZiC&N;j)y4#(UZ){c4js;0xdgu`}3Ib0gLQ&Rq; zI}mVm3i(Kon@g*((w($U2`h87p}mKtNd^tsNtz$%=tU|kzTK^aUj@+OifxCOhuaVd zHjHaIxNJtu>~jF8Wpd~01iy!|oGQ?LKkoU;qgBO`ONwA>0F=+E={Wj6xYYt(@WW3 zJ;;$swD9Db{@t3kQFE{WL*p~pv=$U%*4feo#Inditd&+V>6ONnM*(8lYA2i8lG5Lj zPQR}D#6V`&0$5y^v|)O;oyZg``=%@bT;Y&6a@d9OnAIIPuB?W&}8*ob-@Ie0C5yVNv>YU-B`gyP48 zBR@xmf$Q<54{otgR3ElIXi^_IjP{uQtenxVQ` z_*xkjy-y3`GxdK!T;fYS_&qU_!5P10!jVE5yNU?Yb0%<(bYw8VZiIqp?7Qk3srNi5 zuCk$ie=LYxv6_J%%~h+`Fa>=7AYDhxhpz(2kO1Edry=0{+X82a&Kf1bb) zUiD&!$AhUH5cZjz?~DyJV0RnwE5p}T#wnH6%&e2|ExM6b0|zxOPsiype~3#|zaa5R zEpv=D;q|cmBu&2J;oOm-e`x8!h5iZ*okHoysar$pR^1)TR}j{?TwbOXZi+P}RKTms zx)pb0(Z#l9K*Xud@prIOK1Y@~HthRRW&9Ura-A_kR>vQX8KYHA@eY{iHvF{j1-1X> zcSiY;=bXN_SsPjUt= zK&ypLG0Q(?Mvku!R_xU|g7NnS3f*AkqTqn<)LZWa&ENj6c-5725P&eyN2|Uk#*?#L zboYJz`0-xWt-d)y0bPB{GxtKiWCp|;_s2j6Uuk1+N&~C(ltcue;Qjon{MV-12mHkCBuPPxH-Q~fth(|kkW+z#S^ zJ=seH{coKP4QPNW(o}5oXGl_YY|hK+V`hLRA%`rDaK#!5V+W z@Et30$=nbc2QIjCJAA%2^l`zl$Drt&gen?1J+}=f!)_fTcnX+Ke4VSvQmTzn>Nt*5 zz~6StALGW<5B3$9NZrY*_`w)cU@KW@s^+DATVJQ=Ja2;Nqk>qzZx?D^f3es%xo#cSANv*}5MqTLYOLrz!L$bG3-kuX695dOPo8QbHD_ab|+tREoZ> zdu8@_?d|o(kPwb~GK9k;*Ua3mr0ij}FMA#kmDuC4X#-w)S^Sl(-{*{Lx2(aK?P9i( zk^NKe2J{iQ+CQ=F%c%eiJ=xey>BO=7?l|4lB~m%WUcENjz_Z(fxrwb)a-*Uw#O)Mrc*uIsf`}Q$pg$ z_G3!uZCI59 zJk$ufaHBY`E}3<3dhW)vm#D7@r~1+Mt`jG=AG#Tp!?DNy7K}^o>X;Nba=&Ge(0RrT zt->WQowIEChY`x;s6GoUs2%Ns)V`<%4*Sz`d^>6_$|0B z39W@|6OJZYht$y~xMlV{WXEWOK%9d6qalJWaD4broxIV1Kj{FY9=IbT~1huck)0 zOc3#>)|D3aC;Cqx8<6q+kTY^9zKs8MFCr(sK|(@CN=iDRL-Mac{C6OyBO$$Zg@lCS zU%9*_lw>5N*2`j z>FnX-;Z8!w^_P$8A3k4q7a#Dyc>dD=jnX7^PyZ57|3d)w@bw1%Q>)m&DGVHZY+c+P z?0Fr%J=}ObyiU5=I-d>?Plxa@>fi5vj66^cK`#uT|EC)@K-?s=|950{I`P79{;z3 zU|t_@TcC@(6R+K+47@%bykJiUpo^mmkXJ^^jrZS}SpUVuo%f-kj+CqfFR!7q1Mejk zUcL^OU|q_1N$%jydnwKTsm#F^==?8o1zxa=le?|!zw!LrfX^lOKj{9SI(c0#<+#lL z@8-mKJ-qE)e8hNd-R*gSuC`#XgT1vU(Ave_K0xCC0|9^@-rf#iPY-wdzqb|AWw_noi!f?!K2Lw%!hxdA^q# zy14&Ke@R<+po^=kt#_ccy{(V!KZ^RexH*7*Y~4KnKDB=V`!8tzV(kug`TLar3i`k6 z`4`0{SdJc-jd}QbN|4Z9cF6zHw=VT`xwK7p_@_J5{=2i(_7f2r<&Q2rdc9s~H9r)2^5V8+()7;GSIPoGv1?C| zEG>eV9e2!5#|~nk?fYB)+&=K`&hYS{qLZUv`}xnqOFOBa^;RdSWo^{qi)G-jP=@}; z5g#ZBRvG;33l)8TW?LWuU z4Q(wgS%^vJIv+XAM?%o%WoFxV>lG$+1(xIlbWaeGS~c; z8M?BwT73Kucb+YPT1LD>mq`)f8Ij46^zp*+Mcmpd<$*sBZm)>UO-w#oknOJN2Dh%W zOWwB9X|)eX$7yXEZPrb0CCdAF$SjVx4h2Nw%2!o}@!iy^jO;(J*hIbsQ9Px6ut>IO zyTpD4qvN?v*~}qaeS6i2Z#VjFY@*xCN_^N0elxMVzIVZ9{Ji-ZrT`zLn4FkE>bIEm zny}+|dqGf&P2D?=XU%fsc3%fRez#viCz~6F_3If07(sqK`=JeBnM#;io&5UxaIe9NzM}_?7TW@is&vA8Plo%IJj6-jpi0tHh)v+{d!wa_qCt-OE*r=tyfS~SUoq! z09S_f%WG7uU_8T~)wBB8`z-tV{aJpoIyvR=>Y@BAe=9~a{f8CT+QM(Vst3C6)`ri; zP3l!=L;R|?@6L%2?nneFY_q#oTnp01?$623goNOOIG6l$S9yPRhN%FR2xcd@6+4~xOFe zG0FkHd6B}`vudIlSF4w+!=PN;GWmu4B_Fqb7W_<1NE%qp;%tLIaaUw`>7D=L zDPZdVVedQOn#k7naM5RfM0tre9QX_=&pGm<6UU$FU`+ax+ncpsxoH=vmoM$HEbDsA-?+Xv3 zxRwYx$$MppAXmKeTx*#5;yx8^ah%p^OH}i9Im8FA8M=Bu^!sNfcaxUbW$%4*UeC#O zZ`_(qmOrJBAk|@NqZ47#@w3fCfwE25D6;RvZ(wl}7rbPZl_y7HZbI|Eex;HquEh^m@!Y1dubT_N9XXfQPv_~yso&Z61xDw$`?ia&U3J)mDBKLzHcpKgu& zuE4TCEd;(NDK&mmnNC~L@6h8i0b)@;q9Rux6$n@x- z-~&s~pDcT1_fX4w9U|lPwd;Cvf?KSAvYO2q5$7v;)#TO={x_|@E$~X|c&Bo|<@$3u zq^<|jFv80h%5Bz%Ct{JSLQ*$~oogM*o2raKHujd>pMCJ|)nn!UolZw8Y%-<>?L_nx zJYw_Y8>|Iz>!J;r$7baEYAl=vZHu!|sCtxKdc2!GP@$y5~&qvVz&nktC1o z9tJ@Zl{oD;KsZGK$x)J$^YiUTgcZ5CW3;(Xyk*tZ9lXI~xf-`T<6!N22SnW+ffue7`c7a-9X zBM=@tkZnwB4`Zf@ol9He(-7E|FuBKJdP{Amt9bZGu4Jj;dd1hs+wVah0Vp!W4 zAEdwr=L7QdvZ-1BMIBkz@&L3CWmf{q+2UJw%h5$UvsWCd1#~;kR?PSP6@_T-x4AuA z@dMSq5C1>87?k8}%-Pz2DyR0pKuHg>b~UKTadidmo^SUDde;6=^sF_2xB%)42SAaD zC2v4Mu?&#eK2nj`dJE180X+yvAb`kX2q;}>Dd-*o^zgm|1~#s{-+XX8+xnXSq#m^3q zo8X{61qxOi84b|I0O1Xgv0OQ|fQ#C=LQx1O1RfN3pf*sHgFC|MqrL*y;Q+$vIw(VN zFT$27!LDNvNLTK4@D3<@Kp15Y(ar(T$yl-zFh~L*T_WIk8?Y|k#vOry+7MKsvPUGL zvd6h6fGzF9;s^kcHV$|Y8e4=7mY@ce1FFd#pOeMl0PetWKB)u>fbu{^`S%rB-I=FF zK;_y3s$3kI*TxmV2M`U}`YHH^1fLqcU);K(%B)hVeU{LV=j??^J;K}r`!P@~} z^$xm|SU*nahd)g4v*(w7hv4rvob$WQ0h$4~Z&rhUH*e?=e zzweL^c#XBoRcJD4-;UXn0uJOv#r4& z73*FAH-Odney~mO_d{^S0Y6c&NgEUjk3g}0eZZ4G*Dyf}@@}Ps@cbr`u|-^y2rwen z#(fbk{t>e12dEg!@Bx89Ap*-G0s%mcCI13U9}=K!Iy)N>umUig00tERvX2ZSa4R-q z9~wp;eQFqy0SCDP@*{W&Yc1d%XJmtMLqO)cCr!zyNPI02aWS zLg2g*0kZ`Lcx?azH{vUdDx1Iyd~Q?$jXq!}KtqJe*O^Of+&mpH4uGQmk-0<@Y@hSs zd}=P?4q?w1hXDJa1vu_wIbD>~&G<@SwRmxVqT^uT{YI#QFr(*-kV#&Q{nLefBRP z|2*UvI0ceCx(wXSZ9D~i4hr4}9s)cBcnI(i;34pjMPPmciT>tqA&~1GJ|~beK>%L| zwmHw5KSLn@y*CbPQU-O#0el>s@Y*<`fVmUjW{`D#=8XgT6o9l4Z)4{G_(VYXzJfji zQ?5VnZ38Hj3)06BPG|IyNT?IgAz(uL(IBAPfq68ir#rYh0RfmVU@#7@2yn*j-~`7b zfSElwxn>Cw1i<+N1ERp0fji-xb~)n!HxVc>(*XQG2!N4}pI& z0`t>W$ls%T!dyS6tx?7rOM>Up5A z?fdQe=ubcFH9WK*5dHxM`vY*mZhPuAwzU2)z>vY-1f5T;dwuey6M%SMc?j?j;32?6fQP_85P|lZ_9Z1Negf z0&Q0oWPLq{q7KFeb3T5s`@h7IL%+b0J%K)h*zEfN7U=eU2X=t;^}Wj#i@&-f@U9LZ_2qb( zvE9JfQx5{*!3H>d*?Ix|7K*b4{KJ6SfY$-&_`-5^Vfl8k{KnXxOf2`Yzl8ECTSUMX zqPz>~!Y>SYl=p+DmG_Z{01p8k0z3qG2>gG6z#pc(oDd;wj<_7MWEtoO3w{guFir?q z@VPte<@byitiWD+V0wXF+Q->LPW@j1{*chE`cEnEp6E|?Vc4&&cRsDP>^Ymmf5&nI z2gmZ8*Z#H-#>9gBPq=}fXXBK`X^QOz{u0X8v+)}_y7nJ-17G*{VCAP{ph|r@(k0fW zptJM)jm7ItKOoef`hP0}b=icPvoypW!CJ)t_$32cG2rS=079MsQAM~bH`uP=7|=P~ z)gJrTdw)B1guP$fq;>qzQ9$wsd&s_9tbuWzzR$CtZpaT8Ipml-bnc!51Lr8`+rm5G zw7E0cO>YN&9s7>49QlFMwA!8`KD`BS&b8kgAs%O1p42h`OcfAr|2W+Q+WL6=7IGBg z3E2)5vX888XZKW?Q;oY<+)<~z*YJoIfP@-&NE&o6hd_=bK);8u>>c9lg3$|NTOg@m zTL;(${~GSy3mF9ql-LD=ub1gS&Vg+xunSsyGfqMr!2-aY8*CKf5S0cg1PcJ)Bd}nL zMR+O18Egaai2(~p)_#=`3Gk6Q!Y+UZU3&w03!d@|yWn8> zCX9etYu>GJY<~ZD_LDa6DZD}+0z3qG2=EZ#A;3f6zZ`-2CyaOg9{=}aH`&CMYa?OL z7`-`G621@)ci#+>M&8Cl;EM>n$|XHoi0zs$Kwod4_;`-T^9cGP#Jqz%1b7JW5a1!e zL*O5Q!2E0%aGT!(NXJ0L4{o>+u9C}Dkh$OgWcUyPFs}OI$(Z--7iYC$G6$# ziX7U@UT*o>s!UL)18cCwb_gFU=EmnSJvMQw9RWkJ>@nQCA1bS$YvUy+BPRp6vakaU z$w|pc0kZ9T4)9M*4RANC8yFA-@H@A2AOIC?-MI0T z@CeQUxQ!Fe*$c`xS^!aHY;mBMI^Yb?3Qz;C{sjGbxGp^GAS)cNcaEWhducE{4d5&U z2QT^F1qg}5U~nF+;O7V+W<9XV7J~pIH^~5zn-qYsOu$|a*vkWZd0@XA*zX4R3cy|g z*ee2iMPRQ4?3IAMGO$+$_A0<$ML`@epB(zYHuGtKlx+Y&AV^YD(jUY~0ltBQXN5@t zKhH%<;gbQ|`hziQ07Jk6ZfKxs0lfN05QE`=z&iz$6QmR&3la5K{6K{-Y;q~{6L#(o z68sJEHXZ^z1b7JW5a1!eLx6_>4}pIU0zlN(h7CXdLUR9Beef@5QdOGzmwgCe%cy zB)jwsDA3wWNiH5uacSq-6e`T9Z9;;XR?awP;Nhy z*Q#|W+tgjTInmHEHQK*^8|+xPn0{)_NM3FEgbFPBSSwNe1W7@^Y5YF99(fLhkDTg{ zl}Gn0#4CEtrrmgjYcS7GZa&swow&K9HNV`_51moY?-(kdd_yhzeof)%a9x(~=#gE6 zFyq!HT1Hdh(bn)n6VfBoEWe{EbBB2}){6JKOV_jF|dSPFS z@DoOF1amVz4o0}UpMTgxG2`=RX1$tySWn^qUx!4-U?7wrdc)9H84WoYdgA%JkTQ5}H+25S;xGFx_L^b!Z z7cuyz>w)tnmd0VC6YUJM&0Ph0*sVPsll{lx1saYSBi9rhPx zuGi4Ux~pevkqKxEAAfA1pcUz&Koh?5NlOImes)tyQ8vTx){UFtsI?o~w3)e?6A#K` z5?x(qANFn-xT34tVd7SBg+@&5&f`l+o0ZK{k?HFk&2Y?U)gML~z)k2>+A9Skkz=HU zX9|i%_p=48En68ga%i~ku2$Uy-PEL@5_Q8aelMwtOVVjGcUPmUce=dp6W8;Nc`PMH zM3y8K1R5v0G&JFpbg3&}Lp*U-=X>x2UMsYH9bC>&;Cg2L%sP8R93zUoE{A(0rj5yp z7hmhakHm@_Z3yWJp;?*Ry3&WH!nM`?%+Jqw1ixUWtZr&Ex9ys`w3sm6YP~(JQB23T zXW;oImE!U$4abpJwOOHI69tVoFQLaToEA+^^J{#ul8oxFlS-{u9=x1%aUyHf+>nI0 z=vbI{_eRjn^|6tr^_H3mX=GUN&Bmg~(dOdokR3^i>AuD8d@XkrN#0E_Y{~1Tkyj#A z6UrBPtwLECk-CM4<>MNZyCB%+Ix{^FpUM24BrvmrVn$gpo zZNI1;aTVp^RPKjqY`RU*=^yV|t#%NbLbmA0FvqTQvgkT9?MOhRq%phAXj0YQt+{JG zVpGC%Y@Gs)_$G`bko|2J#vdlIgNA0uH@RIt`~Hf?P< z?xqUC-60O4=^J2szH4NJ;q~A#GBD)zu%5$}Nq=l{p+3#apQf^`M|83Ysn@8jMyBS; zqY1|wtNlY0QOGF0-1|4oD-aus+Ap|K&uj{w6Z8i-xF4;bWj2cpl zwksaJU(;4yuz6Lgi?5mbEyXVU08=U{t^Dfh()1ooI5P|u^EiYY;)zF&->NRrx0XoT zK2qR8qxk9QWZ1{Hw51u*`_Nf=FNL#0gZrdf)d*9U*4JIBx+&6nuW2l@aT*&xQ#VT* zM-!>#{>gQ3!*8HdUgY@GFZRN%O<)nbZ?D}q+jzkybl>#2#86-VX@*^qZl&hCmdoNZ z!7e_V`W#8;3o$tO6#cFmu#ZO$T{59MpiUM z_1NiGibOF6#lxhMbNx>njdsYmky_sA%@oC~)nU|3!L~wFkOSnv3>iS#R$!) z`UpDpc;|I=`i#?dS?2U=4W+)MWRH?4g)D4i%lJgKe_s4zd_YA{n5i-1kbilC(UfXe z_Az>DK;w(wgz+_nsd`U}oejoMiQ_UmI~C;45t6AR0T*1>R7ej(t7~OUi}`n!;bglLaH)3fxlawl$ezT~RQNu_keP zbTlkuD-uQV^fGnGPd*WDG@kCQw<{=JD_YpJRV^@a;JX}JUQdsHwWi|Rgw=tFRHt+z zHfn5QY-HH?Tu*3h10FY$jtg)c0!A~miG@V_I zrVSQ`l#Cpq=S3B?9d>eNS-i;7*SG`ppd$8fP zrV85CU*ZNrj}nrXg`zdCgH?C9*qv{c(<8`TL8EHbqde-|1GdZVw!Fr8I#u0wra7Ko zspQ@T_lhJEf<{5bx+CPuRG%vPakSpo#P*zH)eW% zEk4@>)v*3zV``1KFinzKv)&kmtx>;KcU8>YOeU}HDoS+I3IT-1v^w+6O{0D_P3HcBwSHo_vg-oFvy>w%hG+57=j>{)bZlYdpwAb$ zlL}mpIMh~8>sEP77oaTpN$VZc8`H1cxTK>pI2IbF@%ma)Y+GHm1@2+e)J%r?&_f;5 zfK=+BZ~cWbi5tqB(f$r81a0C}hk1wz@ZzYrRbAJm6M?tw*aNFA=*|rG(5~x_yq>1o zP4p^3im7UjyrCvVDiMQeXR0eTIvmQVgW0xJetc00DhcLLb~8c=XSy+Z_Bb8p^YTGf zy3ue!+f}a?X=dBalg$Dn@<_fKrdpF|#L(x_tr>tP55xxpmiE#k~a&rF%-#Sybn6m%VoO34uO>nnYZdEkc4 zR>?0%sO&4eoCopM+8PDri6Hy}c${taFg{B(+G(>I4;Iz3zO0`;Fy;PRzRAdVu z$tn%2NzqJEJQ!ivDnP|dS&i5GDUo^tf~RH3KF;N{A#J1ruQ+q6i2QC;)l9}naiy1I zOEw7R@wLR3a$WydB;lQ&YATJZYUfe{V45q!KQS{^|8rolrk(XQ7 zEU#1*<>gijC8dj%WN&A-Uhm(Wh!SHuju($*xTnLUpQt(x-kcu(ef45|l&=D10@)u- z?umS+Fc>u))34S%Qqj|%Q5u`9EQ5;hz*UJx4~a&4BlLU2YcWi~(PZ-x`xg|GE6-x_!^ z)XneEm?y}lUdYt$_Nn_Lp!Uw&cnJJAA@IxW+1YRHbBe3}S1q#F9?ox(-Ei|0+vcAz zn1MD@=Mr}N8#zDGue0p3R{50Uu`fPdL)0X~UdHu4MgugzG?ityJ;OP)s0&!3vlx65 zet&Qc&05sOvJ=l6KSB(s_JQHf#+HD?xB)S9KQ?%Ba(#bpX$EqNuugw(Y5vf@{FMQL z=eG#2{ene!lyliXX%U_q2KGY)OrQ@!!9P;XQQLz8i1!sS6_+hL!nXll zU06~(-8Id$BzYUBT1CS&`=Z=xHJJU=>LqVXGtt8X&8-%y$u%U8EU)o)Mf0Q%#Jfbx z6xDdr3~WFyH;F`Va`T!dTE=yl3~IC?X3Cc3{hYVwN~HReEQ+9AN6^x|+4?;l{)DSV zJ)*TW=vAmZ-Lr%?;@OdR#%BpNqNRD**;h$~m(D3_80FSTjfgsFk=mpgXQ!J1TS&Ts zmB-;InorXzxr!f3RT$T=MaarsKOrqvDQbMFJIMHQcO+UXeP(R4>C5tKZAblmD2Mz5 zW)GFCo6i=!tS&69uCDe*A@$5&4_^{q-<_~+X=R36VD$P*?77Q!ldr}C4hGs?>(Ux- z47k$$PV92`1HwVMuBmHn!x`5^)ZtqUNSTQT(>u2zk#7>E$(n%*6O-;(t68mZ%bARt z&8VCSL-SNrwrOvRVqZsHoY$QiW7=zcW2dE)Wd_M9%YDG;wD07}J?s3PuZ9eY)|QQA zh05gBbQWZWV(-=@re-(48dHppEFv{V)A5W^sZi8agpy$QWaQFNY!#F&ruZa!M)e7z z>zq8c%DLRilzfaiS^#gAJkA)Z8BQa#O1fHw3&F4%(*sz#Z(I#Bx=#*El!|W6nW@!y zqAjp$xZ?8Jk#O9~con2_c!yd9KTMr=Gw{)jA@A!Q+sl{YgzMncYb4PFLSLmxkxeM9!0d$7q+P-!)GXZs-=P(jwH?JI508QLwjs+^8bzesGt0a(ikmbWX-@@OM22j`@8L34 zn30Os?;g+z*;0d2PpP$K`J=?w!xv-o)s6Z*r+<}-Pc@Ei$V!cDM4Xq%7qK34MpEf7 z#FvHUk3vtUPxOZ5pjQr8tDa6WMh}M{K5bEStn4N7bVPO+RHtX zeoI=y3zHaI_~Z&pBT5NTBW`?{e!fU#sLQH6t4Q*JH7r0mA(~&Gj$)FS4x;p)G~#65 zXqLZIcw2YMWc%PHhm0;!?AF0nTFtpub){IMlE(lwzuh|z&#IWN?v!>&P2_o?jAyB9x7B(=ZHhb zqaD~{GnEmGhIE0gZlQ$I3(T5)kz6=Ytiiw7$1i-aaazwazh?1>q59>%VbYoW!eeO+ zv$FP5lHrlm7u4%y*SuI;ui>Udlt>44V$iL5=#K<@EK zuz)3#v~xUEvb}qTEvZf_nT1D--u`<3vd4+(cgK_KUKwZQ4fo!^)|A!^ zdnQb}CQsiuagdml)mA(?y39i{wC~kciRt9Z{6U4hG~{iEi#d5|lTS)XS)qCO@R6;J zeOWD%1&71mm}fV;_f>UC=a?3ZPh2$=%Pn*qh$>PKz(_}{#1eI-UL!h_tfcbeiSnX- z)Q$s8m6+aYa~;OWOxSdPp&yJ`{mjn(%~pNf({4%*R*o{d)!3@Zt^hVB$2eWoKXFw0 zqULkb#=!C6@ObZuwu~ZmhOP9)l6un0)J8W-f-1vFy03&ny35~J)XWr8i;E_dkIUPP z`O|#uw+EIe2BSKJtLmxV&G<7`jm>ey6Yg{bzM;bUgs$(<1FIXF@x+3vb+A6_xQV%#;)G&?PirhO zCvlwa<|}O+Y>FC}n@P8#wPi*R;+~PsP~)=|)Heqawquc&ea&K00hAbGU_gxRt;Uy^ zQoLIRwQ6QurE`+&$QOjiMw)vSw&Ci?moA(fD5)be;>Jgw>rXbvj$?;&k97%%C@_CL zCXp=Xm_fdh@6vUw&O>BubWsdlExq!9*yu=XbNEzprvyAK;`qAAoXWi`l=4!K2wNAS zE4Pwn(0+=y4>KxzyU@k~i5)pzak}mLW!;qU{-aU%Iy5UE5$~mJqCJy@0#?Y*895)j}o3?r;~<$g7v_f$sy9? z^5jhoFk{T{Y45YKy)!vX6U&S!o6}~2LRq51P2O#W{uX_2v(DU4ozV&J5=aU4duB!~ zYw=Buav2eCQJ1}4(~)Qtc`u8C>D!t!*kpI6G)%-D6BMiGgnt<7CROlYoOXRHvp!=w zy|?~O7JtTlQEZmh*wrwl8N;z2nsBSSb(U8xA}r!WM%6xZ#fdkyy6&l=i1Mh0F2=pd z;eoBG^~FxZL0bt;s{{-ZK1J9i7?-cM!y=f!N@^}^!;TOxnqvf=%s3d%rVJ^L90Z<6RiNu$Y4B! z(6VGY={TVQqcoaPSF|=G(D2esO!P!Wqo!27UFrP*eM7$DbfdDKV%>4r9V;;drkhz1 z5iLEK=w_MM>EHO+-^na7+B(_V=cvkPB6%#sxgn&;{Wa=J`=l41;eSITCfcBb-ZMIo zc%w-{uOzdQaDt4gmz0mI%@ojZGtD-$FNY;7`fDMX4=+VbyiB+(7Iy6oik~_o?me67 zKpj3ojW4*oUh@_a?x@v1x~yn6%dJ0VxZ_u$2^`#LgWKcygMN;s$4E|^n{jjv$49xh z1I%nm#{ybC>Kl7jQOCW`4qG+b6yNssIeGiO^*+;pYq$H~oxk00Iir5hyLIC}(}~>M zQS5XY^iMK!hxY7q}?!b!amquMoF;4^K=l(56J)KJ<> zxs+P>#D*io`@Pa?&u(j&puetqV`+^gRH3n=UKz+6DvnMmratGX`E6#XrxLZV@ds5V zlcXvl>k$1Dmc>>Xqiq6>d`d+~x+)=3ErxUkk#bu#utCV}BGJ*`x2X0$u1UzJd5_); zEHr8s);#(2m55Kbv-?fO2rqrXS^|Q0uQYU~^i`W5&G`llr)=%%sBCTSxTQ5o=K30A z(aQUYm+guJgew!#SGx1Z4h~bvmtFwT+ISlef&VT9-UYl3fSiFnsaepD`y*f^T=afr zEq6ujpIk}123$$|O)5iPjEmwfXirsZ|o(y z&h|K0AO|bd1Be^SNlZmRps>J_S}>WbGal#eUa#``ha3y~idstu0nI)+zsD{=<#_L>C+k;DzWRR8 z(TmUSTopWXVdXiUVCb?(WjTBHPp#-wD7mO~1^dTc3U&opBECZNKXcX5jL0d+dr4dHAyizs*vYZ`jUS z$VRQK?}F>>%P+d7;_oQuM2wz7=NQ!<@asMCTq!52e~NUZr}nXv$JgEdnSg*rd(oyg zAiU&@)h;3xLl-wGNvPyb95aa6a97c*^1LEd>_z50$m9R$IHN`6xJYYGYk~u0FnZ*N6Bcs?LQqa}{sdiFF_QbTj+mLTiDJ5LpWJC8W z(sg)_4l;#U?I+w_UUB_&(RIC&?!L(D6EWhc+fHNrp3la}W@Tb!2TLSp+I;#Vr-jj~ z#(mZv1~F%z!M++h7^MBNT?K$0`8K-2=EtQkrQ2-rOA$Z+aN1!N{iemmw?(jvPxvx+ zY_gRzZE92ceyP?El6NG+uy<~Vh4Ve!x!m?>J#^_08`5`sNN-9AIHm8|;zc3od5vgJ zcWkyS(QMeTer17d2_R=l~Z7J_rU9)n^J4s#wK!teFC4a(~sSi94E?* z!v8EmEuGF>6J6(j>3FTiAt5WB4Q<*5X)_D4tSHupb|T4^wTd4ryLw2pA~-3Sc>(x`Sz&5fBd?W&jVz12xCQ{OfqYTd zMsV3%lmk+`{^^U_M|*4R9QR&hifSDW!W;?`FAck#e$zPk0W|o#!*kWnwjR2S^1Jddr=}+fDZh z0h>B5D~6~AwC27fOiaFvP?)d?cw==pIV7&}>aq*UxsnQo%1Ac;T9~+9x&kU5EAg9)lfD9ojB0^~6_2r;OF`o3C$)&z(j-6p_t!Y7CpQsi;=Z zvUIT5i0u$F7RbvfcoN@OJsO5d9lKD`>R57sLYoXL_vxjWGw$B>G-_d*G^-4Tbv>tA z3w1p{<4sP<_9pMzrAxKOxJ*4g)w8ZZ^>_qEdboZ#RHH9NF&GxzZ1wnA)N$;k04#m# zN};|>z`i_6`?Ism1AS9jva%7jKjUk|4wa61sW5jQ7|M*Gj$N3X?nulEJ)c(mykD|q z;<9g)0;=B}HoHE$yF@NvsPoyV4}1V8zm~rRMfOZ19Fy<95;;o^U{9*Q?)CA1vDO3E zDM(>gU_I+!jEiI!k!8->>rSsk$X?}hU3WS>B`WWZL_VMP9X^!IP9a~NiDUb>?l_V% zGEod09PCM93jA1cE8?WNq|))T^4kFwTl;*;Pl2zFrABF3lg$~9divFxQ$Y2u{cu)nzM$i#A|X4CO}(Yu+U)N@q7D74@U&E?vvY{wVp@)8CQdjqgSjWGp z7Y_Rw)xMVex@*6$)v#1yh!4!r!QTF`8un=#o^Jr1YsJ6K!1L4CdmRi^BG~bi6^GfS zPdIyaA`foY{#W-w1DpI=l9weXC;OuMMG#4r}{v%}34^S~y5IzV53K3Wi5eNWUTJkRdc?nRbnVk&? zSOMG@K)nQ3WGsS!=`)wJ^+(0o_qcQQN9SpFSvf}%`cpyHzCwQlbTB-yDuJ^|gQY)a z46!ebVj%%`lluVzseM~`>(g~4e2>@&zt2VEl(As}^8-tN+%&KL_-Q~wR)o0EMMxo_ zGvICfT!aL}5X#9xzEONV!n(btqwJ(di+mxFUs<=;c3FiH>N6*!4`JG+GBC+Ale|{ zmh1vna-Vpx07&5kCgx!!_i+VJ(P9^{lKZd{1bvv?=NqucyVx~Y$$h>7+W^84&L#KB z2ixFWR?|1R20~%oXLb!%wjXJ*jXHJ#nC(YLviif+S>XA+?duU(NQTx}poz!+AG`^G zI^1yQ+-Grt(|E-^1b7JW5a1!eLx6|Ce=!2wSl!=+ve)y@`9=V=Zq9rU$2qwIlL|vG zX9UZ956%rh9*4yNv80b92yPfx2;a6ZEXZC8&H}S zK)he!ZD-zUpK5L_Lwth6_-2t3{fpx*>;s+{8s zWZJQ}0TS)lA`nhcI1cL!gqN~|+Ij(bdXQ`y4ra_@vFi_=f4SX8;&E8k(S@)3mnOz> zeXNnb5ZhMaK2sk(8i1kV%|{Q}oW{yy+n)f%`^rOrhX4-&9s)cB{y_*V$hHB)_=hPa zmvF|+T>!`Z{wEj0u~SN3TKk@TgAIbD17zSkeq@)!Ii%%JIitvetbJYv4*EiX43k43 zIYeAe1`A<%$pA+HlYbp4_*1sMo&QtE6TZ6k`Ha_G;hM^sNz5gg1RNB;uo4an;Zp-E zeC~w84Ry*&h^cMk*!-smM?TZrdcfj$1h zR@6H`-{n5fJl^{S@OX!K2=EZ#A;3d`hX4-&9s>V`2rM|?`8xuAxQM@>-+;uDy}*Gx zh2rkNF0I0!nFE1ysou@(KAhvsrNA3UdIHSM&#~&e+cb7RrT!3~3A<3u*I9A9OpgWZfzd&{X6@(!!cc0vb9AtIJ2zt@d7GrfSf(rSqg!(u9j#vI|6~R`ipN1n}yt9wXj#x$^|(5 z&)HZevwxp?WX?~EI|=?sQTUUYM}WXKe|Q@I>ldc+;Ee<;C!3#!2FYY&YNkzQ+Q=O z1b7JW5a1!eLx6|Ce>np4PwuR~S@d^I?u2DNp4@>Gs{+o%YHp>13`orWpz9cGA@aP2 zD{zr3NaZ**)5Xok4i7{oghR0i8z;zD&LjU*K3+G!z)8WNFI-Og@hG^yQ-I6YhivqH zq{TURFAfOoc#E9VKFovnA9A{aK$Hka7IeEZUx2CVD03#!oL?Mokpl+^-j0U=4*?zm zJOp?M{DTny<7E}-tcCno;bL#Ud~foW@7KpJ{Z2T4pH9!y73XfnieSjar?$Q8_z+#U;Mo3hq4Bp7@Z$1SEp@X`Cb3UMz`e`W=_51i>5mJQ}A75B5xv| z@9g^KogJjKL5 zQ^?;s4)fYzJ*bGXj+I_-M6L)S1(hi2SgBv+r+9Zh?T->vE8G!xHl;jL3@fW-aX~4h z$6T#edVhd};`%@ZyTO6Mq5H84t*HFrz;bCSF;>~d*YRG_eG?+-%8#9PY2OFTo~XeT zkCFkWsIS?8P+IxRZSnzVYo&Gexd<+KnXVXfmP+C~TlwH$@In6F-)&m=aEr3S#G-ZO z4+JqgJB>}gAOCKDecY){Ph?V;Yb6@fPrXCcY}NNvc2<@y^y+xi9Z*lf+}%_+r2V5; zCS!M1L87*A``F}Iy;Yvc6hoPIypkgJ7|4#Ym^O zVQ;%KR%$=aL$0B5RToA%ynH$co7IK#m_2%B;PiQNu}jD0X~C(MwTdY{<>Oy7MhIjo zK+N@s+cY@J5>~*qx5h$}7ZNVo;?Lvprjo>_iwBx^1>fPj6OP*~RE!fpeV5)wJu8t@ z`SY#B!7b5;54GFg;q$kX*)D|X@uBQ7rb|DCdrA&AF(-VBY#D(V6zaa8P-3o2NlON~ zA=&>v-KC_l(YuKL==24KM2H8o!J8Bcb^cAS z(DvS$s%5!Di2n5Gaa%pz-S8Z!c#V%etN)G666orvVs(Aras0+KRd*9DDQ1 zq-A_Y!XOhZD-&^fOXbhDg*ARD^=rd}541hP1Z7OAUQgdCeo^KL)a6Yap~U+5yETPp zo5l+%A_D$w^Nn9OIr7)sH*8~Kdw z*jJt{o!a@O6ayc{<6`vq4bu_ha80+#J&v9V?Jtd5#?}N~Nuy(Q+H-G?(=2-1AJ#{< zJLr4dO%Dret;OlZ)2$BWcnx?U(*x*7d%dE^F*jQjvZb+piddN-Rk!rSH`L7VT`@$` zy@vy?^42+nUhfW8+(l7MS`tYm{$__PCtoyl#?uG$(!4ds^hN(YW!q$4FK?_SXKW`^@h4mMYsHb;MW12g457iI*kWPt`Jg z$SOgpw*-X|k~c5cOYXRscGOi_cgN6ouDepa^9!PxwDz!|pwmf|?5iQvGf8T7WLnYb zDHA$Ex!)DZ&mj0$Kq-M^b+8vY6GsV%w3=(EqJCyQtv=`a#ioL0w>!w$+OX7Aw5SC- zW2ht5r>~{_32`VaEl@#Nv=O6vRGwK_^B4^FSD#eekDNIcR8bL*vBrSG{-V&s<9MZ< zRUr{k_8F*qc2vL0db(4JUdZm!>uDb10v*9gnmbff>yX2>budM(xIr??+hJFUONt%M zJ$xu*EVbiFtlsP&2=+I;*ybz*_{bu69d5?RuMA=u;9! z9W9ISu|}%MUu&8So3N)Aw6z)7RlKaVun-Znmn^)3JFvO04(^qO+fJ%&$QyrpWYjue zpyFV8#%x8@lxOc@J~0Q<8tEHaeJ1*~?$za`gDal7#fhGXS$#SX9?%qblj6SltZ3%` z=9$>WfR zoC9`u6k{51WENhy*6F}UF$?KQJ#v8Au`ACfU1=6$Sas(I;b?)9mTfsXv~$UQ@QRab zhZxof*O?cv!LNEUAyc#d-voP`Uj>kTXuj&xM++3sAul;dK z%bCJjc(K&pb?#UpBby?Nuj|n7B@>Gb3YW4%jLmn({7TjHzelN3+4s3pwIiHuXa655 zReL~*XI`ah6EJ8{;F;Gj3Uvb#U*KJV^>?mbU#nWlftUK+F`BE0eIA`pR!V_mfaSP1 ze;O!c4X2BM{)BOG^*ZbXcs2uz1Hm*Pe3M_$u9`XLop?V8Fo_3f5dBn};#yBXS&=9O zJ?sR>;hk}Sc!vNaDN(#Qr@~Xm=EH?o#zTOI01p8k0z3r%$q3BPjz#|-b{wPoIXfo)73^4jL3Ru* z1N_jA3r3Rwlfz*Vb`Ca998>1k6661rIrrEXC^2B=W{qb*H!KDiGQ-sajGAF@&9T#h z1k~P|Jw#5~U(7U}a#hbS#5DIWV28b=%43@UsSQ85EqUC z+&@rKo{QAR9n&YSf*(e!m<4y`)+8Pmt!XS^TZb;r}0V<++95AC2%+(hSg2PR^14*y3*pJ>r~72SOr&m z|2ZZ1KjkdY@C9c9FyT3<76y}bAW&Gq&lSj|_rIj#{>2UpVc$*| zFT`=p7T~ytG)8Dr+VWZ|C1u650`9fYKmDQ?h$7sH{z*)4oVaf*(Kz2 z3~ztW4i(?j7b$EvQw^<~zFx}ENr~L9;*-?<`(x?$SsqA*z8`sJyi^}04It>}#EREHwXpJa5-a}{XjLErQSZq2S`sRpV((nL2 z(kDKAO8t49>(<6_47tHesSSybsVqh5uG3WVl6l@e)uc*Hfz6^TQuwE-)tb#D0g94P z?@Zp%{i(Vfv@e`mqVje3o=K5@;_~wyFe-?KPNU6_zrT`i5%}%w*|@WBB_8`ZJ+XIA zzit1W_sQ?S5!kie(wNqh4X;5ON`aB2&U-tf-lZgw40 z$Xq&O1HE3^E4w_oqB;9qL00ASIC7JTSSUcs_-twwF=OvipTN`yQ=^-M7Ds$zdW#uB4O=G5G zG2{}vw)X1WNzJbDu}M@+U-iI^n?ijp*g=!aI;FHcW9nc5eY~Y9fWCkP`U$Gzh^8Uq-&ORFATeWB9G8Y%Zb**z}+oslt2tPXJqp}w|Ch%CnqLk@I zA%_?6OT@3>mn$*y8cL9JIXbbsf!a}^3ZuMuQrS?I+8{-#D3F8=;&UxcTj;}M3B!&l zI)l212gYxtjpdHz!JZ=?SWS%IO)rtF7Nm^|>`blLS;QZbY`8AfP}4dUvuY>IeP@MI z>qJ)L*bq7VRY6UtdqA<9x>H8Gy+%+-{Gdb*CEJbE)`AtXHlvtQsWv1`MnqeFux#~2 zb9%I{_0&C&c#?fdjSRD?=wj`&0Q%xjaGC$>+gawycUil`!AC6_4ZP;cZG=vRFF&>C zjJVB{>&KF+b|_-c7RlVKd3o@At6v|s?lN0ydu>ThPu}3UwLyYYr*7}-ay=!veO=^= z(x1QImU>ENRQl>>5o)JuK;1bVBPZ8pv)8$TML3M zExn^1Q*sny$Y@Q?ou=VV=>bo>$ER%Rsk>&H`I4h>a#^Xmvp(S!(K>q7MBhjW)0yXY z8OhzxpIzSuYr)WW358-adTfF+`WWuJ&msdQyQ^Ldj#oXrewnB+h;t8^UO6TuJv{=Z zwEy?p@3Vv3ApCGJbQzhfQ|BU5F|_epp?%*!Jic>DqK+Z-@>Oqt zy*lcSPWprAhovO=mt1#RJN;to$&}K@?MJIa&5d;~uhkM1thswpfT=pUSyi1su=E^* zIYJxDHyhu359Ogi2|lWRqw$=tl_urxool~!6ki+PGT3J~fz#OFb1SgY#?384 zCVfwhiOEC+!&!Y@9l8B*(IwUO>fz6N&iryeP|v=u^EZTf0fsV>u+{uVmY?H+6FU3~ zX-YA}#hX=)0<;z<#{6q+)Lu2bp}*{bC?a3MfG@m)a4^eFLGeLL!iBgc5^aSkVH2yy z0g*LmmAwiGU54tKfk7%VTy^RBP7n&{13qKZw{sh#weS^n?u z*!(qqnQgU>Su0~U&(ZnSsn>sxI<@uE=jv3^U!hL1grj-YskOkEL3N6=Qu`y(=4%}T z|CB7H{3m3oOlU$VqP4ecEWP-h#w4X|_ufrkrdlFC*Ixhj>A6h){cAxlL<_@DDEOq!|Q zd+YtY^*^V3duGm@bDnd)&zb4_ThA|zfMCx2gAT2^xA$|-Jn6`Hu;|W$Hc)|_c|3S} zpICIMoS^@860Po~ z073vEfDjOXfMBM2;>T!rQ;vPkR71W8Q^m6x31q5NGI=*9>%W~WN$DR@)50%MQ+V(| zhkln_4p8uR1laJoAbz66?i%~8@QZ}n+%1_gQ5fA-5JGng|3Y+Ez^?$RLI@xP5CRAR zgupM2fMB}21qyXC6p@;oe z+WV!HM?Wm!#%0B;x04F%9lUyK~wg`rNQ>lx-bBwlMqI97!$`}MDET|mU zMU+txE~pM6fDk|kAOsKszcK=XDPzO;ri}U5KBtVOT`A+&kH{pc7LV-?b4C8oGDo0z z?2eHK%{wr-_8g`=ev&*Sva`Ye-^v_6UFVM{kbkWjGEx|U^c3MbG9-CzS!a-!{n5I_hZ1P}rUf&Xs^2UDzPsA4CH zD^@0itNed^Hoy9Mr$t;Z6UJ8!h3o;VV#HT}^?iZXhY&yrAOsKs2!XB$z?`@#Mh`@W ziZ1_s1k3Gi>d}dE`fFCy>8vrDH{h=aG`&8<^!1Dkmf8LG_wN&iy*m1owo-kN-q8xj zzxucSd2{+2$?nTWtoWU`AVswI!a%)gX)#x8%l&POjnbVs&nge^4wzrw6mxls)HaDe zYRXHaodN@0&!%Vw9p0{3;b)y0_b$%WbzWK3oob0p-ONpN6 zqlH7;-d~zc5iIj-X;D3$xMKx$57F_ z+65b8^dj#C(lq{B6FOncZhiOrfAnz`8#$<3e}mM1b9cIK95YDt*uhi7SvyZ$`eTj0 z-slUbpRJh4tI%&2DQKK7R-w2vzk769)0==AInV25B^eh~b%q5>>dty!<#wmnwg-Wp zDkG({?>YoVy1bW}9WH(I-onX8o&*j$RX)Tn$w@8j_=v}GzTRHvcdBiUeqL8vDl;;6 zmYeUm8wU%6N?s1TT$IFFHMAu}!MylXc5B0K`N5_-?AXQjudV**ljwc_X@UN0@0wG& z2d&R27d)x*(;WIZ=KV_B%R?38{Z6P^IKR~WkTb_NawgL*Kw)pnldY4M$>+DX`pMS% zr{w3{4e)o-jf&69%~<`6=cTC5X}lTOA`rIEDh~xtDD1Id0Dv*a%H>`UY{RqElZ*B% z*`JnKF?;--^_JUquQ^5EZ8y>Q`rQFDlkUgKNZE~^KWK8_gUl80up>L+6v_(u_a@5ftcJ#OH{yo^CbBC~|&5??(Z@u{HLa<_3r0&53N3M9NEz5nQvH zAL^TVZLMh)ZPEe8iIOG8ig!m|J@v{c`|7Uvl8_*;;*Von<6|a9X>q1$D^+ZY-h5zSHKOs?jK69X%5s7IeHDoe<1uYLc-lJ{sWooQbFSN%SJ>5~Jc_J)m_ zz&2_hQMh;SVjCl?_RITN)0V|YIX4{Z&$P;rs<_`I9Tp?IFT5zKsN!TbbFHdTBid~(->+)l`*GDp&DPSa*!nHCLr$?(qvwUM@>N>al+_gL@SwJ$>Ef=D zP0fYZV&8^es4$h%ou450WM`hqv;%pIt&PizlJ}_DDikf{%`e=^qh~}iQ@owR)<#H% zSIuS_);2KbxwIu8Qn;MAXYXf^{@+yWsP6ARUW*5|&AmdGe7J2w==&!gm_fIZ=sqiR zto+{tU(k>AQyl*;eS!TNqmy&a8|Nq~4>TE4c0V(B%A&vf4PG>Kzrljr3kHptJh$gS zBjboo&%;i>Y5gc(q?4WL*RIBjIA^si+3W8ENuej>Oyf^3TQ5CV-8H&B>{V`gps`6* z%C6$pGL~)K%bL_|m2r=k9@Swv2Q928Y6Sx ziCUagO|QJad5gjQKce>C*XUk*a^DdjmPO87b=!FvlE!laYd%h?wzUe4j~zMBMCa;( zHjS6jytYZ&UPG4g=>b4-

_le3Y+ zeg}6c(Cd#WiFH>xWTI)BqjO2$z|jt-g&~S1XJpofj-vvOrgy%6y5{KyKdKpa@2yBL zmzNv9x~h($Fv0pNbK&|bGL8fKm0?&vtcMtg)0hO`wFmM?bHJLeN@k2K|77 z>R=e5rDB2iut1Sv+t@Gaq*b z9$7M&>`nJv$#iAXIX-h)j%nSP9FUbx)B0geuwpDxF?eB^B!&yOuu!>tPWO8B`Su#5;ej$!!eAAio(j6)tDQs073k)3&uQh0UHS?C{I+3wLX}J z4S{3KAu2L#{cmFr!Fy^RI;)~GF&QWeTN5qpgM%tC+)|!NR2ann)%53X)p@WJD&K;D zF!65PS2|nO5POPhM#XkfKjYNiq&`PigaASSA%GA-2p|Ly0tkVh8v(&${vzRas6m)W zf0{HY;?S@mV%U&C06~vlP`rnNPkVb{pg6Er0UZG@+4E%;TL_c_ut1Utn?gI(@8MnS zP)dXyY7lI}XNMAWQz&G>+kJyY>eD<69JZ&EGmF9He(M>&|E+{%K-3ayi(-P+!WEnH z=qv|1$ARX+@M7XNEXoSiaoU43gX!eVq?Z&yC%)C_M5Mfx>EB6C zVSmElq~C|Ats6)(k%^Fkp@IV#EkPmY6Vp;1tN>??KwA@TS{ehtfVxBlZdy7GTab6bO-pvL zg)z|rH!Y2Yiv<1Q7|^t|XrH7$?1akqK|q*TH%Z9wB@Lg3cu-;;wHJkSL)8cYgaASS zA%GA-2>iqd2o~!Ce~4I@KT42T_fCqaRZJn7wFnaHe&P-FeWrfgX~?24i)*Fijn<7I zwoiw!)gg2d4aiTwIxWzxqbHxZrcH@!dqTzE5aJqjXNn?ISLzmB#WizsV^d-pbzQRQ zZBKr2jo(-B9vo~eAtnhH*EHd`#D-{r`wH%d6&gfEr?22>qC&8*U_HDGzpr2mTnoQI zcNVrF=Yb1!Iq)vV#Gtr9_Xq4!KvY11E^otvEZ7N^Z$UtqxHd*e=WrpRU|sj1knX4& zA%GA-2p|Ly0tkVh5COsB8YcVzA>2ny7Z16?u<6(oacoLE2=^e*o)qjGR;EOdW~d8> zu{wnLO+2kEX`B9s@SDjj7=+6UP@63* z!>kXjw!_jv?NBT~tOo;22O|u^^vf&Qm^~PGIF{aR?nUt8|9uhsD-rsAe{a-a2!(sp+haC5V8L6Y%Zg(R|()|43De{1KHE!SdijMtc{X z`Z6%L_7MLl1(W|sVbe(fC?sI$CMe`TUBsI&{4E%m;^%$wKHafP-eKhL_I`3m3PFt6KwXc<9k=D629@uGfG};4I{9073vE zfDk|kAOwC*1WabmF@j>3ch|tZ_adFLNY^8g9|95w`Ggr1xyYP}j!X`hN5-astcV~( zB$EY1CB8s32Re|_xC|#Zkjznz#$_>BFHG5J?xgG#SugB8>rCgV{hSjK<`GcsfV^87R_O_8<)=NEc}fC!$E_xzd3U z=iqJ&1vsKJor|Y`BoD0y3xl(uW@*RZc{3O+yalW$y2wn{n5u+}k7{O0N}Bk83QBmf zq?wz|oJa%VeR!YFwc$M#Xfu3hbO#{fIpH6Z6aNf3LG$FX!Rk6>UUxc&?#AFTI9xe= zBwRKG@bU?%w2oLp&=msRxd4#d6G+YAiMhFZ@)!<4X271ztJM8ZdE}T<#3O&rUkJ1+ zgaASSA%GA-2na_&u)Sb+cacGWDvER_n56Rbb^j+;#oh*lE|#(?LgHH1mAC>1Bg9?+ zHLsAi@^L2y%i*WB7QFcaL%%10p##4A9SJ%~Vi7s-Dn$HHaxS6!uT4Z47OZkn>p$i9 z+9s44g!m1hg1nHPSom)u`UD|>5I_hZ1P}s0I|AS^q9sP3Bbz*(HR%2}?SHeRcN{D)YkBDRVM|$NRSEM${nC~^o>i$LGha6_{9(00!Vv$I z_tu&Y3)xpH7Twr>Trqv?ybSr=+*FqoLnG;B#)^j`o-C~oukp?`ovC9Ks&K|c%hxLR zL|GQ^v6aPrRi`5-TjNT-2e;a%p5@hSy}>kR+Bd)3-C9xWJwL4E$WR*v-w$OQm`>@h z>r<~~R-8W2y`mvye)y^FQWXbUvU4XCjqxh4iP%&jWnX^MZI5Tgu~Mu18LgtZ2af3G z4%RK6AKCM&VQ7-}3X>d{fng`hOp=ZB_v{UGvO0LbIVd{8AwM#Q`7U!u?q2zKx$(Cr z-A|V~klW^AaR1cWE4g>(HQwKlC>kr->e#TK=a?HC8_CiuNN{&*w#trXHsv(c7e6kJ zwa+`~wl-kI_;4xvGaRB`H=%4lh_7d*;pB*!bh)-4f%bYS+)4=}TYX=lgog zIo`*UM|f|e0(0}f=NA35y;^r><_rh8ZQyZ^VB6f7IrF%Zv#GP>gFc%BdiRbVFhh3Z z=s7Yn=VY$_5%W&z(p;IdN9WEl+?ZTko*dd(&Yd!+V$q-@n~HZb9xRyGXWf+8E&lBi z8_MgJ*wn3QY>A5ufBSq{mP7`xvcetnepMg@rTqb4oj-7C@`O^`g&2>;zfs< zc~g`QRW1yxUbR!-sD>;5XE>cIksXL8twb7W(y_Ri=5u=EaGygL=U! zYYa{G5=(lHbp5S*)nK0gXy?F*ubd1PWFK@@VOQRbPi(qxc7R?&*3 z8fW1X({kRuuwT!6(Qk9c(e%&iFIuu>qq*4a;#qp)gBNW)`Br4jnHzsAY!MrMa%c5l z@@qEl&-#0aOiR1e_3^YBu4eaWVv@Zkj@~F)b#V=C==m6p8}y+y>UZ5+TAP~M#w&Be zFFY=kzHE@>yQDTQbmP#{r z;hfEHz7)5w;RcIiFWZ!pc|_hbt4Q{7!opKAi{8Gre5e_BV&BY2&pe}d(TyW?9vk_^ zX1#X4-CE)3sJQ!Xv_!M0`Fou+>qD|tG9Av|*|bTs)Sybv_6)bq?y!1z)hbP^vWk7O zPUEF62P6hHtlL%A>M41|B1B8~Qj6Odm1dd)cxaDp%Z&tR1J7V$O`3 zU;gHOYI5n?kjt`)`E3=7(6j057$Ic-&!3%*T`j_<$&AI_KpqOs}{F6c88vO&0 zlze!3?wI^Ct$452;=G4ii7&l9x7B7fu3lAgu(st&UZZ!l#=VBpJzJwArShMEg`SZ%>#d?Vkmz0zkC^7uEG^-`6 z^iu7X^s{zf?tXN6U7JLjhI`<(qGYW;i4E~OdG$#im#p7;CP}))#nnX5(-dB1;-;|65WofTz)w3 zLeifvj63%1(+o^oTvfkI*UqFZt*AGC1X1#-#Jb6 z>VF;q&i+9M`D2z9`Mgwd4l$`XvAp`-+GhT$q9<@RzkJ>ZW^zBF)U+tFR+X!A@>Y5KF~{hN5j3w*}tu0Fy$$r;RG0IvhO z7oF)!w{vB{JJMu;bE-Rs$>uP5KG1!bn51II92JQvDuNkKBoAh%^KiFSCkESJ8@z;x;q+ALRBraPC-1n#Zh#e%L7Gwi7_ z4tr4uDdjCBwiUU9(CHTx5a@~!KnNfN5CRB+Ul;+w95zHahwXa$MK^FJo4B|nIE$?t zc!~dknOxu>n0Q8vIQU|UM<;uQOoULLr;_~D^bEmcG1|A;4u0Y1ftL0a1jc(v*$N}M ze+cPoStd9POb90yG773j2p|Ly0tf+w07BqrLO?Ld6%|f$|Ba${gI_1rr4+R9 z79^|^5<)f@JPgR3ooNnCN17vt?FK^Y$y9FNsJ$& zm~0kJSz!t$0dlPK<%VPNKoSKrA9n^wdI+@9WLGyf2yI)$;Cj09FbQM64qcVAlgJMG zOh5%jBA=DK+a15^*>8ahhbT!OJsymN@pP) zal9$h%K}N8aP|i80*N2&46+J4*%BQw z3E=fEAd4~OE8xO(WfSIZOkxIX`FY-A=r;c;rJSrX5BLE%gPg}2ax~LUeyO0W^lgp+ zbkCJcS0>1!^-1F5Z*c^GnF1V`aQPtVvW$z{L|~sM&H6ZOAU~GURNxoDwr6lbW@aZU zRTwnu(`k-O;5-0q{0t^YU&ZObmd57LfT^G3N_TfBvyI_qe|HYUi^=xn!i-`9NBvHY z08Zx{gM<-UZ6V)BKOs6&L}-NohN=+)2myouLI5G~3m_nv&`$Wigf=?(Q$kC)0c7kX zY8^RbJk5C_O1EDC=3jLQ&oh=KfB7Vf2joLt7DQ@JDP~DsNoYQesS=JC=+@Db7#cs~ zLyn1W5D8WGrVk>gJJ;*DSiI{p%WF(d*sV)s0B8CkK1Z{it0)E$%AOUV~ z4-6FVYCjkPKJC_B?-)ToAnAYu!sdj?wd@G-Nx(*uZf6VOFQ5l1KP3WJdgN{TvP5=> zeCD;}X6TToI^-&1;r~)1n?y-u+aD@VBqTEG&eW!(t`yK+B{G^2i7X*?w=^k{&4zua z5`qsdk@bRu@=Ij6%%()NsNXC-7CQ>NXb}~7PL=>zF`B5rB{B^-2ERmh8&&|HqmG;` zg|G{G7hEC}gQhKOq6MCl#SwO~Cn{i07JD~CJQ)n^h|0f5K$t}4++`Pcy^~L*V9AX7 z<^4+cuEU}C2myouLI5Fv5I_hZ1P}uM;|PGnqYsLJzJ@?LvNiC1$VwH364cJw%Eh_%3oT~DaQ)k2O-+yw?@YXA-sKs@o>yC?e zU;CS$;+0pUACKBUke%LeT=%K>8~c|&FGCs+Ila88WR6v%23O!=sYb&nRh`$7GHi7rO^<(_|5Yz z5ltBbBb&mulv*oHeA75t&Gvw)?Fac-lZf^{TI0(ftXw+Z=x;^3oz+s^0i|0rGCnp= zs%+#XSiHF(d1nts$_5Vv=y==&Zv*EU4@O7xv=M@%yhmd{S12Rf(dHupA28`<|o?3gJ! zOCHWYv@bWp-NELzn~zM^@_<9B9|xGMoSH@ZI7(CU`mn!_-Ag)uR$Y71P5&Ja8kM;V zH%UpB$I>L$?=|3BO7>ZwmHu2IZR0qPeMW}WHz!nv<~$kbU%&gwo}?TDc1X6bZ1c*> z54F#Nl0UR+kMtgPbJ{@vzrgZhPPI*UdvZ_O{#AfNjq((2Y42h0*WJ$GSdMIyP_ezm zq)oXx)c@*|_wiQ;`Tw={7}ux1|Lm(H{Qrth`(R;M6g@dU>K3zl^8oLtt%(xhQO()Q zk}XRNN-AY-+I?FsOAj0xWo25n_*`a%`~EkxZ*N2Z-SH*0W4xH57J6P>S zeZl%&p-o=%t!AcanHTxgww1S!Gf1Id_tVG>h`yuS6!6h&W})b~Mhmwm@fWskQ8SOr z(3N|~lrD>%ytUv^?xDcf6^| zejcD38GSIew7qph`RxAxjIa^Zr-aM*gXku~}(`stN!9$Y%rf;K4 zMzzPhTxI*V{A0hAH`43#?-uOIEkEYrU7whkSGz+aN@7D=eJH13#QdhqXR9N&wXTg* zc@&&$MR(3_uYzGsKXZ91Jw7DQ8T`)VRJrW+94cBjqhdNQR>{?ImYC{sy`k^z%8>%^!seRLH&PQv|zQO=Cv8s%U>E+>+c#+fBf`@*ZOL5F{71@23Z-TifK8Q zyj8#2=&BcZt^CG@TF+%ERo=D9p}plsL`Y9Pzw*u7U1NIYMxVQDW0<61!+a$5W^stR zr^Lf>&#gtwQBG<{9y8c1j?LZZCoV=sHqDk7C-|OFl-&02BcpeW`Kgkft5j_w52Y-v z+_vX&*n^pS0t`-#I`_bDQLTJy@(bw;x_zofM3}r9(b^|HOjl?A=3sk{2HWt6P37M8 zT0_j6jg0(#(z4dn=j&TpTV!3?rS0Kge`B5pS0nKhr+xc_zWds8UR+!$cVuh$osS_e z4y;tLk&E%X-LP;+LTS-TU7f8v?6|82Se3r}pq#w9`iD{JfGaJSv&aOSQKVT8V%d+x}$LvGqA)!{4?Qx$v!;z)dqFer zrZ}T9cfHf9!)*tZ3-^3H_ds`CV8!s3mbOXn(p+XXZ1T__F*5zSN8H+$V8bH^4h=B1 zw>&h=DZPH`gaf5loi~Zw&Auz=Z52Eu{p|jcTsxNauy^))k6n!74Gb#$b|vLlXw}!W z#^scFuus|EcURjPz+}XaZn!g4E+#JSLdxy+>mN()X*>L&_J-(%Gk108vo>YR`W4DH zoO_U1+VbIoa=U5+`%TNOvoHRtS?gogc&uokp}!%AW4tM>CZ|>-sXlX@m0{MLEICh? zw8Jh&B{moLzTQ;4KB=wdLQ3w+nvCM^7f!y`-M{MOvzpRVwjtJovu_?)nS9r_ZAVIj zZ%BTyRQlt`haT^JG~9OgJGa}_7shzqtQo4{q`U8l7032%_M>*)l%M_!$#x#WyGs6~ z2-eJx6n-|~Kg)b_F}_m=4>f^={{3&#i{C7Y@aD%(LbV|(2!a1?1ZpEkRtr(BlvOz4t? z&qzS2G$(%fsE<(G0fhv*A_Ncu2myouLg3d$K(Nr|@ZX6$_?SbGkI&-{^0SCfnAs#f z$q~X|e%&YY>#s~)E_Cac#kB+EQ{O>t1IpQ&x{@IM%gBQC=st5Elh-0+kzM_m^`A1A>dpP<1f)QQ7E z`GvaA;uDU++i4M9@c0B6`1478f+ie;U#QD~75woDPhb~*p{`fg_yi}|#i3KEn;1V~ zF6@NL_dx&`>Zpw_0(O=oF4QdvnPw?Ws0-@;y+hT55j*Ddrs8u zBCnV-#XWykOwqg%0tf+wz<(2g7A|k#mlb8bNZr&W>UWlO7YB+gqL5cgh4r=B1N~Zu ziVgmn!z6|x7;6$StOypg`dYuPin3m%#BY74qHGOQawefDQ^R!`L_T*o8u=E!#7kF2 zSugTmlX2wd)U`}B`v$2f0}3w;o6e^w!}VgIA#_y0^LF657DI@NUT-UBV2Prj%QT{5 z=qphpY(E@hG*N+T&ir7-NTLGI>~RHFfD@JApku8MreUk#82p;E4GqwDj#C-Exqm&wdI zMsO|V(S(G+B0rD-S;>VS{0YN^;jIOq$~2F!XV()z<;b4%yW&9e1}7|mBbOL-duN&} zJOPwE&+0p!m^9&SNPsYE2_y}HC2Vb_k#DmYoQcK^AXLoIUb`u9({Zj;(la*Zpd5}YRc;@*3YkH*XH6g9?|q%Y`W zT5z~ecDnzqEm!WoD^+T%UVrf%{cvUM<+l9RCbbq>Q`ehDeyj3;LnXiNRwCF09Hhw?`m{_*$=f+-<5fTn)b_w8{e^` zYZNU%uFyTW>~7eWb$5G?JGHwe-s+@;;oIcKF;Cu3Yk#_F-Z|;)A@d`)J-ZPe^s%P3 z{MCv#+N#S=KggSJ%h^*>cB0DHtE?_!a=gcz14|#Zk1CNXZZ#e`P1LB&S1HE7>4WM8 z@3y^1iZuN`>@S>Hk{8poC{FT)p}JegD(XV*f>ur|9#tXcIeWk+edUnXy*v$kXCxgn z8+&+ulJt9d)OA`--%Ydoh%QqxpliYrX<$={Q36#+GbdsvW%x5Hko`n~yn)7Tx;d>Y+@=Yvg#km>=y(cdto3ESI5PF+jOTW)R-NiI?1 zUmU6$PQAf)OleW=dkXH4W1x@NZ%0d>;A9@ag1 z;{|e;daPbfzpR=`>>{@7I02FU3r!^%GnCTg%^rX7v{vIEb$0ZCHKD3kdQuCWKJfQ^lM^n~TfS@iogqo%+{eSk9aDx<#l6d8`VA5vv|5RN zquc7~=a=g(6q6L|HH+47ysLZ#K*#d;#nM-! z4kx{?ZcQuAeOG00^pyOghed@$hK(4t?PgdhcZ<;^m#Q+EyP6y6|Sx?K2^do7R;*)aQ&j{8)FIj&{n`POHf^+uIhGo7VlE zUAe5o_wwlKDG%o-30|H0f)@8(V0Cv=d;d9I?6>J#9*sV|D{qfVV_jM9hLGRocJ4I0 zk{A~JSUSQ~HO@ZMt*tiF=5Pl-b$dE)f(1P7w&F(U61Z9529xM^RORx+c^8uYe1S(> z;(eZGVA|rU`k+n0WUx`hx*u&&jGFjz%nRC?VI6~Bx?knq@kYRlYwF_DTX(JpgQV%f zFTii-gVmgtgqXVPt&E);-2VJdjjZ`M6}EJ&Si$D+IL~bc#d0K)f#j#gK;^*{>E9I$I2lOE7Lta zyq^}=jx4*wkyDHh6Akah^e&wv;dO3Xj74;~uF0qjWp%}X?RME^^%ZSnB}2=e=cbKZ zcqMRx%~rKjo+=x1Rd!@d)=AVJ-mGw{%s}e?V|IAEudRXY@PX>P_FFk`^Uh5yeULLY zEIlH}$9d{oPu+_lr`p=;(=In(QhhL3oUL{=PNffnGPOH+OD7`SBU| zLr4Cpcz2#QHf;1o<$mjj>i46kt~Ncp=ImYC_=VT)>Pvrnc}=;8-sIlK0aJ3X_E@`N z`K7-fj#?Se_@ILRF?5}R3uiBOQB(uT#j@^96T{A=OM4P64 zP}TA|9M$$jQ)R0<=Z|+GFZ8#UyT329^0s}e!+s~b;~mYLqdIBnoyQ|SIJKw0e!;ML z!BpdDMJ~PFWXze8`#4m(y7iE^Pq35E{+6ZLadPF>FO`GG40{_BU$p8&?uUd1pHXEt zte1ugj%>CYq2CaI!6#LJwimKx)60DTAgLmt3-}@yrqpw%uExdrqb1;bhbh&HT-i9N zn(QZ7wbbLQ3B(Bf08lOQ9pTabi6ahd@tKMV>q#txQZW&ZIECGaTDR`R75l5>7yFat zp*IMD|0V*q{evEU*|njGoK7&cb1A(UbtOOV{73rB^9S8JdcrR&;o2}0d`*br5EGZz z)wQ9FymzN-Lxx4DCE?mY&5sxhejz_CU0oZ>dJx}0D)xuEuGx8a8|m7B^LSapr2tRt zfV(!x5EZy@r5A!?j`3xDR@;3YG7J0Iq4LHo6GdS)w=rELi+uo-nPmiI6)# z6Ov7@WA6*;hpG_*2myouLI5Fv5cqi!5G-|m-JyYS6rL`?p#gsKnY3x#mteC{+Jp_D z6Tqq=MBP-93QK^5W8FdYyci_ju56Z*EsO5Pzy^Zm@P9}$2{#5BljXozNwZ@(F&^HY77y-j2>?I83B`8+pzQ((O~8L+3GQ4s;%!CZhABUnzc&p%EGl_7pu|&n-g<+CdDZI-}q5}7t84pE5 zb)o|InsI|&NY5MGYi0qg;P;v-fff8-GbiDo{9ZG-XC--ComEkp*fMw*em9!Iu*(kO zwlG78$AX9qP=m@pLjd=hp*Fe**jZ23p2#dw5G{REhd!4jcR1(Af zlt`jUBLw~<1g5h8Tq}&OgE$6(B}@oiN8cNPaG^?s073vEfDk|k{1ONVrt3D}Zh`p^ z4mb#z(aG7NI*{P(J9LTKKgjfW*i)n`{3W*57Z#BbZXWn$>kG({h!-kpVu$Ud!-hh9 z{;9H=>?GgJ$M{3u zK9$cLvjL7_Kvdx7m=&;s-yDOVYtC$(SpbVt<)0fYcT03m=7KnVPV2nd$hO22oe^;^cB z;u_@6Ffh4yI$>Dp$W9It<_HN)9tFBUo`}aH)0`M=SGGN!$7HjpgyJ;2Z;DYK4euaI zgg$fGo*a83?ir>=gv0BZ87rw^-;^bt!*FD97%Y3nT$Ur7|PEIJ6JPlt6sAba{l1J+z&bg>9bR$ytS#24aID#!vpQ&bQF2myouLI5Fv5co9_ z5KI@Jes8*1zxZ>y=+~7l0v)Fix;O%W5BVGeoH+BpOBNlzKo)^pJidajlSNm0XC(QL zZix_X2}lDi-HbKr%#_Ukd2MtX!ygCBsiOksX`+#{q4 zR*()LogN{;PXM;S)7neIHO=mZSKtA<)=*JyPqe@TbT`8>z{s!*?h)b!EBHM^`awAO zJwl$q3Vx4}o3INx58NXp1>S|PiZd8GtQ6)kEA%GA-2p|Ly0zV}Jf@Qmn zUzP0$ax8}R_zztDZ*w|DJJ_EP?M||ZS~Yi4wCjbq$4|MHe#oTfpP#ks%OYS6d0%U4 z|4;%PbtOOll;;YcEa=wJli1~WP=E*(6kw-kFt)1*c#gbxrwDlU$(FZ-2uRJ37z=7V zJ}q5Ez;oocgbD_rt~F!!*qJ?!4{vH^-lgtNOzECzy^fu7wAva_75Pg zDBJE&xtIRgq>T?QSNXDN2aZI>i#oMEh|R|*pb?*c%4CJl26U%JAjL3Tv}^58cB!sy z*XSzRZ6fd8DcXfzAKgrdcGUbR&P-jY8FUrxHj!TfN~EK%L(eZANQ!p&8P)uvT`3$4 zd}*Kr)hXJ^5EZy+HyX-Vz>Wr6;G&%wtk5PZaM5ln9D`r9W5Wu5(XJPqI=^U#=k(fayFr*pf0{JOjcM2rF>FX6SbmRQ z&~Fp6hW7TrKyh%2U^id_fPbK4m)Jn?X}502wtOns!GQ2Fw+J`9j(~7LHM@gO_(|2C zEGCcJaY8jDIg>F7Ku)`Z<17ZjIoQr-y1Fi=yLvJ(L9>EA;Cv+Hg@z6F0Zm{tF4M`4 zPNVZcXbsH=lNb#<{J@~`-$lUq62vMU7+iY}(;bGk<7<6IPRWeTqr1}VIczRhp2wlv zyU;vA>^X-=XR>%cGzU)xjmM@fSfEb>$4=4~nCR17SZr@shJzDBfks=zpgYhUIczr? z9^g)M=dc|-?RhjO-bzKj@F+!m-L`c6E($bLh=MJSf~^k?oK4ALxU)Gth64?R-NS*V z(f~d%Hl2SeJ^Uk#}Q*;G~XFdFsGRvdv^AC1OTXsVII0OajOb9bnkA*&GKZ z3!JJ+Ja{S#fCIyoN4MoM-C$TekID0N058Bn=J+cBSoy6Qbz$Up4)|P9aYy7=5G<$; zA%GA-2p|Ly0>3l@g30gsA47f*@BN(o26ZLBKc3sJ#3a7Tuzxi975f7DEeAUe@^OOv z(jmqB;p7+I>CB%Jy>EAZAID`N~03m=7KnMszKrr`p`7zwr z?AYhrxBYu?Uz{)ZBGjmm#o4mxZbW)d=%>+DuM6{Oegpkg6|DOmMviC<)vbDFGxUK5 z(;m-9s;r=@F!^8Q5RKx~fOb^}LywG3M(hO?z)X9f7v@vq(ij{Ln?q@YIdq^EWjWzm zVVE-2mB#htIMVGIG_EV#9qNY7fd1B<&H+#XeJy0V_G~wIPpIVuX-zxTyu?K8KsCrQ z#qjVXlCMryQ2tITTeCX}Q-#siz^?u=)E;jA)PaX`MMwS$6hP>T5I_hZ1P}rUfnN^+ z!L;@6kD;xuXFsQ{ZnwMmEBq6cE%3kCR;{9caYz zHEEOOX@p~jjN3%$!r;Yp03*|RxC;V51LiWE+<^N5jRS5?`6{RYs!KRDIR8}YTnppg z>xJ>+{z7oAaUdE~?*UR67^Z_Qd zyimJKli^d;s!Sx6z5ES;y4TIqmB(~($KaNF} z4I7o^o>l8URYj$`TIJn`B_$)ut6D4WY^u8L>VMBq>u%obm&uo(WIQ=jmmJm7xZOWA ztdy6rnfL7YE?%blvT4C;8w|9ID$?@qTn-sGZp?)y;bS(7R%K(ds4B>i<|(?5>#ENVM zo3o2+Hb*Zu$z&vNt(n_cyXug!vBE}+Nba+hH^Ls(dwM_dQ;~K_*)hStMERKa`N?vM zBm3I-nB@^WPI`Uc(5MKF`~9?757y^zP*^N&6=G6+$kkZ6(R-{_ezEv6d+!W-QDx0Ht3zRx^q8}R`*>=VJRJ+nH#QJ<%8G+L9j zN#?l4_LGtA{S)+O#*Qf8xL0O$|5;a!#s+QVPMLD*jC|05iE}j;jo$3MDM0$fGoO_< zBc(TZw?2q2($?*xQk1_|`@a3MSB8p>mhAT|Xqi6}n`LjM(7ux7}#Br~vuVt$Sx4|Kq-iZysl(l!8nmceR6s^`*j0mc<=< z%PRLRa!dPc8b559#yZROduImAxlP%y^KGk&^|a_JZkF-|-LtXtx zY}NUF`!xCY*=yf!S-xCpYMtyQ)fbBkadehmtRGjG^>sEQyXV~F!=Xf zW9R;}|C+%=(N8`77(A5g7l8O7)}7YUp6m5ibl}iiX7%{F4d3>3@m7Dvyts#1gR$U%z_=r_WTK zt$4rDG&#d1fA7&$`>=yOa%(-Kb)y&US%3A4x~Tlf--nM<>HT_coLi`AsfD?yoOwyi z(VXI=X=7|MgY_om&tn%DZ)ur#qvq)L`MDv!3j!v;dRlt)_7FXG`qlUEr_Sr6vCMag zd99gwO@B{PRbQhILUX9nOleKYiH{O-(6 zqxsoR1B%X!Etnj1I{e71>zw1(ezQyt4la^9y`r(j%w^Bf0`uIgjIfHlteL${FY883 zmR42Sf5uB8w{=SH4VRE3hq8Fj{2pY4E{s`cTxzs1lDn`q^u%kc2hICV_l-OKPGLpM zw$r7d#@vBn+b^CmQy!UA*jyRJv_G-r+kV&tJj!eB)zYhCbj9IA({s-97%J*MOXH8r zG76l9g*P^dpGq!Ub1;KbB6))$+UKAcbK{ImMs*#lwyn0dT~>Xm%jG5V8G0H=9}QUN zweWboWpsDZN$UHupXD~zt@88r)jS*&lr?;Oi(%e@){49P&al|en2`q)9V1u)L*+Ge z>-^G}m~%XBZ`Wv#)3!27&W=@Hd0|h*m`qllK_wF7mb8MD8IP6N{-E9MN zFDu)YwPwf~q(`3Jx_IfRgIVv@AKKO?evAkz?<@6qa_+4wJGQxgd~&N;EBNx|0NHm& zDJ*~Yqb~{`@3Ja496oT|zW9eBBTm0#a<$SX6o!m+bt-T5+P*D8CBGyqEZXykXJ!2e z*Yf5B&6bipp9Hh=x+=}2NR7thS?ecw&W|d1d*VgC-R%XD4)1MlzbPEIV?tZ?J^_#l zsQPHDE0QK^yG+1GomGN$XZL=L?(F)V&vj>W?|cWFGOp$l=n5$bmI^gaK&8Y2-he=J z!(ubJz!(c1`o2MdhHK?MkA)vZ4*R()0`rwG%HEd&q? zD$G=*8xw>JszV4M1P}rU0ffM>jDTQn-19%@#^4yw?&3o7LP<;3zreI`3n zII&&n92(u1>E_9E#w0-AQvr#j;GH1(bYM7f7!0m0101DJw*8#qQcM-6hE9N$&Cvfh zW?^t_Mn|5bu2DYD|yIk7-8CTF=$_R6ApftG-U0; z0fYcT03m=75QumG<0hru(X zva&M_hYB1g18xW!iStL=0ydY)V}kL#VD?quQ^)|klTfL$V6+W!Gg#rw<}iKPEIFFD zGZV~$#$q@DG`sX<0?$V--^9pH(DRT%V>mhjmJ3-god>dux;ryCOnVqh1d^iS0r;RR zi{0Tn=|K7`!dZYEq2546%dls1L3&kUvS21a-Abdo1J&(HJXp!qhX&*MiRVY7+uM7B zk$t`sN#?!|lNCmi_Xr`$DSs3Dm-+@FmqZE)bVUdt1P}rU0ffM>i-2H~e6*X$SU^lc zW_>Gi={?A6J6Wjr-9ZBWet?z|^a32cO{iZbL0bN9;3fX&latqmzy$r>jcYn-GaL$b zCr)3RP(^%lnY>~HAwNb1A@B(TakHu_zI;xb9Lab~sEtHJ)75)Zv>*z@g zji1xjM4i*d$i;%Yp3^q@HL;n+!7&mg%dkYO0S=*$`nOe;KKUBQoYqdNgtDrnPTvw+D2FxZaVb`ErK zW*bb&hM#LEPmZb&YH4&1@V*D0OE8@q7>pbO7?OaM2aF2rN#LGb1#FS;^PPgVA()5= z2tfeKkPdAKwYKj6=8(eMtpvlSPM?Q|6lOOQbT6C~=bfr738qybU(sL-R?CtJsOAc$x zba)j@e3sLE)E0w1;o^e3+C@hTG;)f9QQ`852ZKrcgS0A>6(+0xgV2zVU$Ao)f(;I5 z1MJk)x?_z>$g^2k4>)VoRm~b0qQ3o$czw zV!JWvu3VZtWss%z0~I;~yMTO&3=U`wRzTjab6%vmR`5z82KX1O;{Zn5Y+w_H)x_lB zOy$6L8_yOFQiF3yXGDCa-gsV0cuQzqbtjU@0J|}c-zO0+G&|sQh@Tq?hjw6cft49# zdL(Vk#NgxxC+AC?AKBsDNMv*bzbJF~eyO@14+&10$DhA~f+F7uk>DK!20tVczUDh8 z^2w^bCxr>$aYCf$qe6u44#g9g1S$vtgaASSA%GA-2>e`l$Dex%XOUAg9q`*f5IuhAwJ!QuS3_^oh9T= zXOMzghX6wITflicxh>9=0hlmgof0j`@b69`1fEpX!Oy>$0Sn~3v`?rpn5l->tZ~8^ zaC~>r;0vYuK;rRHO(?%a%KU^FF@+4eA_Ncu2myouLI5Fv5co9^0NKhOT5U8pABrs> zyYA>UvC2QT{w-IpXDGWzX-boy*p%woL*#u!Hty_p?0k;WokhDY>c`3{nzh{3ajNwn z6e2h5_Sx$fw;0Y|aja~=SWm_y=e`Upbq$H_GI~LE+N(agwEDHWRLAAfLr)kuWld|= zeS5FLXT+8h8_GPIip*PFgWK+T-K5CEZnwq|KU)EhqGU;y+Lc9itfvca(Qx@b_+Dx z$F;s)`F!)VFzKx0F;B9aj4rNhkCKa*%RU|#bYo2QQe(w;_8I=QR;wIqmERWB$Cmco zQPXV9KxIj43bVa(Y@f4+cGFchZK<65+Hlv06Y`rZ?yNKj z3EesFLX!3-k4d{$j@fl7;%@7*mKWZ0W2+7AvTMe^-}~lT!d$t6V0|a20pb~#o-SAQ z%Bi#5dcbCj&#Y?w>KIWMkE~|}x&_>-n{ojuH80q=V?`sZ(~~CXZb|TaS-iBcs5Ve$ z$I{l#Q)};xwlo-&{%-B~As5b`dbQBBB`h(;*G|RDc*V_~w=+Ln;MoU`2|mAZcvN+8`n>y6wznzd(iO>&``J zJ340{@HlMVcK@*XA={fGR$G?DohT1rJzjJur>Vp`FP=TguK4AOkNXa89(pC&se0L@ zhyVji{dS8jAGmJ)hg`L~o-xuqxvZi%|3LiZD;uKKUre?uy4{!;KX%8sQ>(?_?oT}G ztK$(c>c-V+mX75f^d|p9Qzq;VEB|nB~xjX*m4Z2R?`m}d-uRMK5+9X979SXDX zYjy7FIik-MO;@ujcgvV3E&<;6_W0iW`%rGE)8cJ9;pa}-m?mD$Dw5F5W5sc{EWFQ* z9kXQFs^<@1zqz9NqTVmm!f(KXBFQO_hwbM1L`C%+DW^3lEa^(EZ_>)A=9gdY4pkjq zp<-xK*4!*(!F}-R&0jfLTC+_>x2grI`+i8REYk}2eH?A;UXbV55Lsr{;?m&rWJRr1 zBwIDoulI>3uRVi8yD^l!AGI9eGfQG`6B*RAj<`%U9iypD-?eepnh)LOmR%pcXspihDP|jQE`RzyxiPucZ}O(F^_KE719lmX zQ?s3`F72V3f9>d|%(qejKI`ATc=3Xlc;ZA6<1Q=u;*-}V;gScFitn{v+_!c}LDDqt z**jqmQ@o7>C+2=!@bYDvvaQpdv(9@etjrzDw;#`cd^Iw}DEq)=b*mR2tb^hbHoF#C zI6UVDxz$=O^$tIrnp=I#v6&BroQK%_h zlJBE=@Am((_Z7C_zvZkeqW+k^~77B}>i&3^^+ZCZgY~-bOmbvTD9y7Q0hw)9aV?4O2Py^ma=1VA7v|To%1|&@ke3>|ijTl|{RD z0vO%F+eHhLdvAmvM@fa@bHjVD){Uk}+BVmvba-Be0IleatPj=utK64QT%DRmCnT_n zVDWf6=Wb&WXr%+Dz^h zOptUvZ8GH5W0Du-#xON71NDC!nQ^V8%QmLU=GE_7?uGtQ-wa=jf4@ zChLOo*DjCtbWL{qjo%8KF`jR@x3FNlU0V9*)L8Q=J@9=k`C5dWsz?^*j%*7xn^u*RI1-o$MRG9C$+`qut2t5e;`TK0;oXmXxgb{}KAILv-_feDnW|MFzYCrget6x#(<)o7M zmh;N8Q;i4ZV1$}mi9Y8q|;t3u+_XFwYpZiuF^gT0J93vlLYhgsllT004J#^_q}4N z0AdV)7$k3STD!OB?Trokh#sQzC*E&ntq+F9akTzMeD?`2%<4di7BMTx0Y!ox?^51J z`Ps)7?$Lu2u`eDipGh z@jqqa3MY=gbh`s()^Jvg2wk}^GjUm+zWm@nMA5_~3E=^xbWhL=xVgAVGdaB7j5yi2xD-Bm#eX1YnlW0+s|Q1V?W? z!)HWWV!7jY3sI?EM`5&(%W| zlLJAHpRK-D89q@ob|`FW%~Y-CROMDx)s4$#=TXBI(0XMG{nCE5^*Q6RVgB3YZ1w`0 zCTz8)x5Kj^w|pVox-%vQ6=5yS#_S_Ivz}U}L5$9UgBF1Vl!5m==%Lo>uZs$tIV$#g z^VXfaqXl(M^>SMqoZ{2d`3D+f23@+0K8mv(3t5A@R7A>GM)nlyZc@g^=~{J;^fZV1 z(U=~SlW*b4?)|c=`PpsINTKVaea)LKXGdni>>}r!){R(4P4!vrgzf(y^KuVzy)GEY zB6nI*NRBNIl)b#ckrjL14}13!!R8u~JXWkN?PGEWJ zRPj1QPU4k+&^AeQOM5x{mO^Ct`>2-UEs2t6O*Lx+{pO}0)C3mVO6{Kyv~EVudw31B zmSjgi?t9Yd*cQo7iK}*6hkN+(mwDarFkeUA!EF02Tb7_;-PXbBiD@$y_hW8+i_cmo zoE>Rudi%DYw-yFCk}7)}b#&6rD_XJ)zjZ}5p+%)!Sao75oj#LU<@D)- z-I>Tg_x0P>s{w-BG_YYX*95hJFx#3MoSYCjq47vrl>N1PVVRs~bG^yrLu?+pv+-}F z)$_a8Kienj=^1qBm#fAt;HV!Da`4rYE}7NVyWq~zBRs+^YSG@R>CTx=CGM&r3aT4k6>q-`8$97~ zG@{wM-(oadbZ#nrjRWfazn<=DFN>G5C= zhjX#KdwOec?B1H}pM!X}ATe!0=PL|hA*pbE67*3s+l$m>^tfn#ICiW}taE8o?nh73 zQ=gKyrQ@jg55%y#STD{SgZ6M#QM_BJLk;Kh$Mqa>F^4(glgan|BczT*X2{c_;b2-b z_1fCutqTbXrYk8Zm}9ED=Qc)s+I_|p8-&$Yoo&xnwAD<^F`{x(L9n0PYoXfH<4guk zL}T-Wz=ze4i1xL~D{kf$?839xwQAbc2cLH?KKaVs*SC71NZuO--nQ+-25MqIF`LEB4Olif^8cZeQu*JT4F_XtM*1ewN zQu&x#<9+w@xVu}Ex)-X-tG5G_OIU|huabr6kWsW^Ux+45A1dcq5S=hOOL2N|>zRu~ z-}|P?#MODq$uKhNsj#kN==EU*$}w-Y(GRNngp0ovoN+e&JZ0TmSMy zrbkQN(?yq6k6j~6L%KG#%)Kvv`jO~e+*W!Ddn5{GZFb;qi$Pd+hvo+Ug*?T#H9C*2 z+omi7%AZJ^L7y1Bd?_LQ;_9=9?+S`9$nZVp{K6oyG4x*UVsS%6v0QgZL(1KLuYO$U z6R17t&m|Nv`JTEw{+ty&)`V-X9&gX5SxA?OBu+kK_l0S$jZbs zIN`=*z0M}@@Z+eU-`0(&j$CHZ7D^pIol|dmkJm@g9^U; zXrH})U6os;Xlm=$+-602nRX51Jjv<6Ou4PjnZ6#*;m$CB)BCTabnFTG?~6NEb53|e zq^!GSm77bKukEF>sdi7K%-ShGT6y%Cnr|-s#dsm zx1b1d6~zSr?!cv6`Q8y{4#g85%jmz=m~kJY{}OSRc3VT?VdAdC^t&8VNO9NU?=JER z5&NO=sV{$N%m_yNM;J5O7=byy!JzZMQSjQs zLx$pMA*S`spb_lTf4npQXZ>!$z7zX*{jMB&0>jVm#ebl7_fH!$9)JWo==`U9?u4RG z-8qcxQXH~P?LLhpyFb6K$j?XwkO&|VKq7!d;O~yWzm@EkS^SplA`*rlM1emz{z=K` zKjF|0b4zbGL(E}%pAf<7@Y@jbWmt6f{ZdJG(iEPa8WBVZaUFi`V4D8>Exqw??F=rUE}At_0V@mI?r*@V~zwXW0kQ;OVK4rt-O>0lVO3 zGQj8dZ43Yko)Q2zNL?=gao{OF5SdED39y30od!-vkn;l4U@Z}#d52L1(1SOqlBxCt z8sObj{WX1nUihiKrl2nXhS>+m0o~nZKL9p!BA{tJIuRfQPe}l&-K=b27CglVOwStE z00!VKNB|D8xh6mwemDBCt#`m_@RS&Mq=-2M6o73B0QUx7H}C{m{>KQwH*i9S?kHiZ z4!Ak&Z+4PY>|7V9Y>lC?ga+nT#sD@yY=Ga#A3Nv`3(UacWNbJu8|C)CLS`0bYWw0O96`Nb>eWM26pFFayIl zz>*Z&KpntX4PZn#8!CM&Lq}^zSegYVL`pNLxq%}*g&Ztj18i)>xL{-ldmBS@F!7-g z6)dvDPq(EqfhSx81D+iufB=)JL5*$Uclv7+o`sfnT{~>|2>ZhQs>DbmcaOiq1zCqg z0Eqw+0VD!Q1pdwl{Cf9z?a03*-Lk6VZ+DNdotx$U&JD7U@;?>#;UB9?>@AI*f2At< zlUvn)S46VAf53RnK!o5N9i*PH;Tg1HRP;Yxu>kYD8sZ>;y_i&29c`!ifPujuFS%!-#6oAw>25 zRU}dU)fX69heQC001^Qt0!Re@&ItUPsILBNh^k1??}_S_c7%}%WFO^!N{Y&RC{aBP z4h!RUju1m*sDnPJA9sZbQ_b`ojP+mTlNqlcN42IPkvu z{(EXNDit$Of&U{A<`6?0D5%c|EdW3(0xK&jdslnV?g6B|hCj43H@2rUW;SJ}axk|x zhnP~?Kn=hwZ;Vu?#x_14 z)Q5iM;~S9rmLJAm%GCrxj-GQQy-#&*4ui+ks~Ox6A2E7GcBoOl$0ea+U_bV_+-GP$n| zZ4AG6G*=k3aU~2&B^#f3yG!EYNzcFVF(uFHEQKy4xQM4ZbBVf~E>VPpFxZ&Qt&mP0 zZ%{6*G|13hy+dT@)Sr5XZtl&}wyDUz0G~l?i>%5ulEx)j6)FwM?(0lB5*L(D5TG5M z+WwqEloum0s9J%;&VGdFI8F6!W!{kFdsQcRv9#`;Qlk!j`QF0py?bZ6;J7=b1=p6cedulZ zUdQRtdCM57%z62pr;Ze-XQy1&T=`!|4i;L`Kq%OlD$l&O!z~xP`(Vogs`O^gWL?WK zT#It#BlFzWiMcO=Ebr}>uS7-=6__=v(7fh?W*fyG$CPk){pGpM|M$g1TSQP&#?^!*OwLJs3Px1NWKP>n)N5Ao9hM!+XPQe%Jp#Q zf}z~52zGA1zGrD2G&tF_P-aD2RA1DcI!&8k;q;2vJy(IEv`nq^{3ku;-s`x!Ss8`K z79QHm#)~zw-kZO=^B>hcqG*c2Y60ieFeIz257g=#vq@fd(4RO$md@jQLsVwQb%djk zC>1aLp+=zc1LpcH2}Oq9B^uzUJR};%ilAt1VI4OPW}{u}lm7M^DEH znpImyJz8gIV1GYiFz;c=L;DGj%vsBQ<)Pnr{ql#fa?R`Xjb!!EwMp*PiWk-ipS3%y zDL*~%Efn|?&SA*RLYrRcBBzt{G&j|&)bRydW`1!ZLCr(;mSaKkJGFh6CdVWTxXH@% zdXy_$RCaC-j=k+@6vXW+osGaqTh7aQY6{hxc=&|L>Gh~dDXA6ioJE)LS04F?zK%MT-~-*#OmpL_Nm$1 zU(?<4-AWi~vgb7SPOJevyLyhv5smR{^GSv5!b%y0c$R%uT4d4>&;N7(?=9>B((?jE z;KS}`!@Ws$0~yic`~D`N-ez*k@5En9?x3#{%j6vcXSvH*6kLR`?}UHo$OV5YK}guUG< zlcxC+@ATW<6TH3Oca<6je1kpnmfwc+5XbvASS=Rrn(g=ehflGGl_mpS;wl{*nF_{l zCHr1CF@0-5NPTQ7p81MAc?mSi(_t%lio6Fm;UX7LiLI7^%M-#WIX;t#QRl&KLFu8_ z`fKuD`41ZXaZ8gnPfMbx0zg_drHD&hmx;CPfCI~y+7GGpyBm1t@U&x|8|M@{bl)QO zuetEjI2BjhWA3Sf3g@RwpD7wIag1f5CVsVH_OPe^a#Mf0kTi8R^w_iH{UL#))P1|* zLAM;JZeRYktbg;#oA0RokM8_y0onq}p=OBK0Llpr;9KI;qelP~R4gna0OiOL@D%(H zmYE55L;+y069ztb{m2ow_}`1pihmZJ{bMm0#1Zb*0!qMs>q7!yQ@{i%=l}-n_Kpxx zzylYdz{E|kKVXj1f0rSl@edLmgbc_QCi;O-M|^)eDxk>g`%=D}5!(MRiVe_%(IZ{MYDSsj_}cAQABo zs5=na*R(tPIg$px?P>mASR+>hLx4SCDCjVj`udP3zx)WvQju>D5&0WGz&?5ZDD{L@{2=ut zhDkk9QA)m(R@iv3MhN0cv7h#Uf_9&sP{PEN$bv-RPz2;+Az%&d%0Cou!+VAZFz|}0O698NR3Vvx} z6@=F^h`=~!V7Y*(SP7&&59q_bL!hS=ti|y!pG1KbSOut6fK`x8ACm=wU|nPp6$77& zZUGQj1*kiKwE)Z$3V}1Q34#IDU=`=JV;g|eurWY0O;|;L0(28fJ6X^01^Qt0!Rdq2p|#oFG1kf8~w0iovatmt1pmhvKz06s0aW4s8ej%c`Y_iuCI_g#p(Pc34L?MQ zV}u9vHHT0c>l>OK#P1a_w6V5zghl%`a0P<|TbVbJs3~J(D<*777PHl*uoAC$u@t;K1Ct& z*V~(KJ9H3QWI-Z;L;#5Z5&hDfMjlRYe>T)V4%1t~*aE07_>JlcR`-MI z3SqEc(EeM3i%?rNw;*c!H228}5sZ-{3lf2!5y({QvHoLi)j^Z#@wl8m_IHKhRcbRV<<-v{eUpK497h$Ack%)>cuHBi{A{E!DxXn9ehC zUt1*%>&u8x`M|YRaOD)J@Pet0;L52M*j>aB6>#O$3D{Q$Obi2S0as21z{cQ2RKS%} z7O;vRl~a|l3T{LTxN<54HmC@q0dGUENe4(ROTyB4A<((=Gj$NBS)zzdMak^@W^5vFQHTLXxR z5_598oL_A~#{#~9%oi63fu6?$Fu+rMAVA3aBrpO$75gMc1%!Z0It{#Uh-Cr-Km#pY zpuxA11MmcEPXfi#(%b+ESW67NzD3Fh41lMn0K@ZZd_V#?0wK^q!z%-f!sj5nt0D{I z++f>1W*ZeC9BfMhoT2Vg1+2gZ_(1yTz;&Pq>_z~@=_=|14)8hDxo+tKxnP6SfOgz1 z1E3MCB>{Rfjv51v;0OeO_|%LIUiEexjvn&4oh z0BsHLQ-B&A3?Dc*npp}6!MjB;bk+iSU|Uik`nu*zpbl&RzBbKO13)HtN(wj-WQ+rZ z@Ei9%te6G}L4r>NI82Al127>BA<(T_v;@HHh{=Et@$(yiBzQ^y7>aM%g8lz*7Q}C3 zHkYdLkAI9%j=;ky9ay;@9FN1oP3)UfAJiQju~mLhLW;v9aej}&02-CT6{%u25LiT2 zd#Z17J7M`j!Qh&ph7n9dY7Q|ncQQ9})VJDC@?;OH0X2S5&l>52F*#wuN8zy@zznVM zQN_VpL`qW!8z?vun12)&;KAP96ryj%w4W~OAQ>tm{3sP{5M}@!%u0X);K8pM8|m2^ z>X}&SnxOnU$?=-`Wv0v!JyI~4aE9^wLc0ONGn zn(3K!TOg`{(7u};`~AKj{#bw$0KyL|XGRfo_$Ge&X)pUf6yVGp2ypKDbq6B^I0tv$ zp8)JV_)Ym)fWv=?07p%v3*$!t4m(0l@@oN38tg9nhQM$E&K#`bGNKDyfD;Ux1gOA= zNp#=>9QarHM*&Vfti`^F2QI)dhK=!~0EY?u$@q-`XARcH=DPqV$Ht8uR)s8o4FZP= za5N7YJ_{+pIRqJGH4*_N0!Rdq2p|#o`y%jb0Zzj=J^UO2V(kZ8k>B}`{w`o1i~{~n z|L#4%PwYVhQ&ZOsYr`5YDB}=wj2`-Hn8XtY> z<_&Lk&09C@WB$_$>lh#ShrTw>pyD_o<$X{aA}VUTE@m(q}sj9$We9siiduvJ04 zsqW3%aq_vv+{(vQtGAmkVz-y4pM09xidnD6^k6bitg4HWouWt$t|N= zJ3=4~8Ali%n<&;l5Z}Z+;a@NA=yD;LuvU{pmArKKqrA>*wZ3DK+~;slcL>I`w%jlq zrNFX?xsIvn8l`(8Es@DD{|cMxSf^}q&g`pKOCy*G?a3aaf>)K}aogSpC@0|fRa%si zUPpI8?TVN(y;8<5s6NPdQg+eZjkbs&o8NO*?A2$Xl&m9^{)TyF^v^`tQYzAF#Y8FQ zb!ieUPNw^AXAneCwF>)DW)8}~YDgYj^Wkt%WqzQz`45t(>&?A>Dih^ydo(!1i*`br(t9m^jx@-ON- zTJWMN2F58}Hh&SQCLu~6e5z)NYFF^G#&xE_t7WfR7tba2$I1=KICE+_V>e%*(5O4k ze=Vt)3h26|jH&|&Eum+>KyhW(o@|HmQK9zhqhkXc6KOhuZ1Pq2I5d4fW;~v{_sL{N z{*A@i&O$m4eN}oHG0D-ByxCU`V~-e^8@Yz+RreB((Ih+R({{J!=46d77`!86o}+l$ zzsW#>!{v5is)9o@c)CXX)-!J0YpLn2SM_FF+qLOu9jzpUs%l@qIX6UTQ)Ee)zE(jk zFi;*W+h=mCBwWbfe20Kq;=S?b<%tkd=ZnVK$8!aM(EA!BAI^DCH_#1Nu@D^#6Aj{0 zWtJ(oI-7lSng4}(T*_0`ay)kID!L6I{fVES<>^VXlxS3qm6!4yIz_qXTCHsj|IynERSDdgXR1)w33*{MQDzu?qaL zh47&>-O)L0K@~l{ub-+j!yGWHt+C})oPCR7yY$xgj1e*Mu$a}Q z;>5)MC&aO-M#<0pE-`App#N%dxm{s5356s|NcBY^&Zp$J^Un#sd}Z$%ZqqeP3xJMC zOw>QqieXgFd(~qUdD-q*ZYD>+q;oV=Vv;x6%z&Oev`a+F>!bMky=`G;2b#A^k-(sp zuYL3!>tqj3{MCoGb0QG?%}{7|21g%+;u_&wsS8!%$7MZxDN3)afB8T*rik9D_JU|( zx#eD?Vnn3T$1bxc&s*eL^Jsw9+6{^KXoFE ztc>`}j{47reLaDtFdv2TF!oIZtG1=7q^zGje;hZvMt`ydj;K@efr2Y_v9J9EHsk3UsjcS=G|LuP*85l8VyfPC@_BHauI*V-^_#_P{(9!?8`?yV zFF*g~&9VnDt&;bG{|eM*lK$`I4fuQhD}-Ft{}uwj7KeRBJ;)z%m^cifBc=lWWd4W- z6oj7oz>W!~@9ytM2*DuxYsUsdMxg@75jh}W&c%8VFdZjcIS$MyzLR2HF}JS{ge5*q}ubDu9g`%Mdg~0CS3}xPpG%_~2lm-X1<6)Y!xr3hO8h zF|mQd@|uEqB(TkoeDC>lf(a>bk+5}2LyU}FsHo`Jm<;sojg2nCJ)}V^gv%;dS$Ti- zkw%y$>|=nKINVynK_7~6tKRR#@ngEw1BYxXds|~eL?%=l2;9m6F}^L-#>mmo;lT7^ z-{t{kPR80P+M=Lk;YAcrgHKMp=6 z*x0a%z`e~8YxpfN;0=EDS3@gf zMk;-X(ZS0HGxC6$aWGRUz_QXJF2P!XK!JH=o%F5jzvaO-h3Z2b!7KVuW3bK<9AqC% z7SKiA+{#KH>Z%7bNr9ne3`=%v3_7n{+rl0_d|mLox3Hx`?9JiHXu*m8b{u#Ma6TqB z@boISpuG$DZvXI_{x&}?*8Xey-M|E_`1)1j?qM>-y9oOfu+?wNGUmP!%6|2M4DlyB zlHYbhenKLEL;#5Z5&S9U{@U()Bh~TCKZlegi60^EkuUGdjW@quzz@8cFe!JxmSFRSx2L$P4CVb^0RXn|B0s+^Ta-)9%c16 z_{P|Th#h%GDBDh@cR2Z;hXS`2IWG&+QIB`;yqwMUhC`^ha zJ>Gki@poiRU&}A`Nq=!0f|S@d|;l(yW!6%S>%7<}m{4Y(r1jMCvanM>e`LX6DSU4>UW4Wb#S} zL56Hf7SD|Z?ueIBt9|Ne9^Y7=EtRWRn0o$s-TgdD_SVFj`DWwO_@0)aFgq@3BC_Y$ zv{E)N291V3YM1Lq#RW8bRf^P9dutb%ZHo0_5A2SYd7UsxE1e1G6DA*b)u>X|7FE!H z{WKQ3%bWMf&K_^c=&NE5g}(d%o{^}TWBHIbei1Zgp6X1*Dzuo_sJDPj9TRhlS4ddj zrPGHx@-F^eq9wp@s*?Y@%IP%GJskdSug+j4lx^h?pq{^M@a zO{kxIJ>m-1dwWX>$uV~VrttG*d|aHjE0$8NB-!;MoS7Ae%ZA^IxjdGxb*%Aze)Tm; z=EM!nGh1jK*@f*_psiDuaa6KhIB&L{Dr}BY9VodR!!QG|Rd4CT-y0Py0 zrR}d!eH>}4jESY~+a2dhPbb&bLG69MzUk4|T#XA>P3oRnr@VS88Wn}UpXpvR`pLHg z^Qb8lJ}DMg&Tl^5VI8;evL8xZyEPs;Zh{uNo%6_J&VRfR!zhaA+}f&jh3V%J*%aYH zD*1}KpvNw2r|8^>Gwc_dps3>Sf}2-&J$6oD#oayeLgFaL8NK)KE|GSUR^8XqywBl- zh4D&U`$gmN5+|wi>cdi{9wfA=jPGl_8OczLHs)^I3ANyH2qrIYScu}?K`$<=uJeYv z*GpaXTPbKOVAU#EZ=7mN^xg}ymKpo_T(Ej~JF|{dT2nJn%_EROdX2;QZJg(2PPmV2|Fz}I?5?V$^5AeK3(Yw z3haF3ApV|uAoNrNZhaBmt+qGyeSrq&8xo{rB36wa8ld%(kgpMhVd$f1&^SGKh@-O? zWniP;@WBC^7gtP#iXY5|au0M!3MAIfz92-e5?HR$cRVk0pg}RPt;y@|L$`jXabU}q z1`}uFtNYTU6UCo60tt>~xnb7s+**D@wnMRT2IDU&xjb7x~?bvdX(;NjF&_7R-r&DPb0y$m#i z+H577^+CNvk(%8NbqR@&%ADs)<^vOWqZm%}VU35~3d3$wiXEpW|wbI0K)+x8W2SvN9H=T4PdP_8w zG-@ZtS9g}%YP4hBuRg77oa&{-okM>@6byS5Qt-k#G5vLP+%)vvOyT#qUPAf~R=rtcA?`K}V zb83cIQv35J>rUtSgs8NM#MYyIgEqJ|A4MfDTBYlLuoG8(&0Hy~^BVfvs81LrSK#ia z3ZaXZbFK#Ink#h*?N_(drk0yoUrxqq#7)g(MSHm7du=w}%hD?}R65m3)I>q)#i%jn zv&DnAkxZ_M>)_23L->Vzn)2msnnEbwdB65krUC|T9csQDcx=?!GF27f>)P4eeXv334Kihp2-F-sVNG--aM4-FN904q6f)%HaF`84G3#E zrXraYPLn0xe#pxVtrEJ<{YZ>D^W7t(@I<;I^QrjiOJ*1JoKQXeXS$em(smw)2MsVk zf0Ny%@LW)+f$up>BTv3_gHY1CTk1qcz{5=kMY*Ea;%>C$V;h%QWRq0a7nvC!94nUD zi%~*b%OsG~r@5~{@3Y-SZDuD_on@igDuvP)q1JX^CR;vvF^^7*M<(5EMTz{)Iq&-sAdd#=IijzzjF$D-=AFbL=?%|*OW4CK=WLR{EGNm!po*`Cw)Jl*#~Om+5LUi7`FFU`Rn5*Chk z`I9w_UYpek$LUqC;Z3Kvkg>4OKcD<4G5nUefnSEfH#pkK15(CEVCLQxQGOI3^7Z;= zl$R|*8}yl4m*9rDOvD9dyzH=Kf+W#U$5J8lq$$4=r5GkvZu@e|_3JnMcx$sC$TUxQ z&On+ZH@aW$4wSb)kD&5UDrZt{XP0Z0}Oe3iCOJu!E zM^Bha(!8Ew=phJyag!p6!@51Ii8fw}A^rpfi!wT?>i982FArzD7bOo3mHifJ=-gG5 zeHEjm6QoZRw=Ha*enTWEt7~*JsyRy3R=lW%PM+CUS$v+GF1*Zz#lf%lx_TFL2~P`2 z;R{i}z>?TOwfeWSEe?Y3eCDXv6-}^ zyu^4XYr2xgmDxwpp`>y%ino2P#qo8HwhuM%_%Ch+=w%U8kX;p)^6qcAy#C(d3$F&f z7UeK~W!YJFR~$R;x#=u=9w$1co3HPlx#X|SY@6{wew)Ab9kz4f3+rW3Nt^l$o5_6( z$CzmzQN25*p~#QUJ{Sf2lv%Hvk2_(7gN8|^d2G7g* z%4Hd`H!<0vH%UQW4`AJ=`iQP3uglcIIAxO-s%T?%RRLngnwaxkg$q|^H~G}cowUjE zn|LNwyq2~iGZQC|?A%qcU&_e|?IDx5Q|k&0X}Rf;w#7Xd#Tj;HT*o^!`yx$0cBfYW zyKk&^YN60{KX%z=k-*COqsKLdW7BfX!k_1=NnYl=+x(ftdGU4 z=r`Lfi=63)YX)$OA6f{oGe}`SxaWJVIhNME$=GQ!$wohc-9${Co=+<^%IOrU!9qmx z16Gn_?9!=WaRT$t-=LK^MOBra6d3 z+HHwj=vreXscow3W%`fn+D;8GBi2<;uUZscIM+QHbJX{%4&+T3F>&%@3zfS z0|<3a|NaqxM@;&!-q<21|04qS_Gzt$sRm#U*1swb_7D*O4z3-j29V~(2Z$h#NCc1w zAQ3=N=fQW#7yQjEM`Te1v=3p@Y{k z5V39_U--^PVI2{^cE!C2K6>Rn;s{`Y;~)zX0VD!21W2Q3I}T&>Uj=`S(IC^W4Sf*b z)?fEQ)*=x=B7j5yi2xD-Bm)242!Mt@y)!(KBU|X(oMtIf)R-5|#Zw-l$Eb8tT@3F` zJ5MN$dP-XKu8AL~l#Hk}9p;75^B1I3(WRv&9#t;bd7K&C((PHGEE|~$>+SCqZZlkv z)odpG#3S-v$1$_RT`rf#k?A_dh&0P7PD%*{!E~*AkCQ{{4M@BkG3OL7i^L4n3ZO>T z>C2j#421iPg>)B-ue6$Ikt_vPDCitrb;~CjOb}n)nH!yn?S}4=uI1@A$Kk8wUvjA9 zKNjT~s3w^=UeV>oYrw9<>4|DD+_7;nDgIKZAJkDhI zw&jUUD@1+ILRf9WE0e}BH;42EJQl^fZw%ljINx>hl&y(&WA{GRQYG59{^f&5V!Umy zf+j~TSwCaORL@sd7Hx-K7rnL0c4HZ@#WCz_dR*RR26&zhz9C!khMPxg6R>6yE^Xde z)cwkF?!j`H4_YvDN5YVAa-w-xkE`MU!?VaXlI}_1tCsiF2=gz*n#`m6%@a1w~TZ1%3%2CwRneb-f8;Q`0p4oHQUxIHb z`5L+=x;t3!8ei{Z51D!vG__plpjpb`LwaWA(vf*XPaN(_vEFye!Gq`5q;&#f{NHf$ zA3Z~lZ{5d77^6cZ^uP^2LL-X6L}HY7LMbQCP%cO5 zGWyKxb@2@()~>izyxh7tRnvZN_+{MI4tBMGc73(a)MDx~7Kv~nTrKz z9O%`zPKHbH8A%7o6SU>h5ke;ZAn{}dtGW* zp0M3s3nn?9-amW%OdKzEj8m8I?Ch0GnIEn#ZdP_Y2@gJbwNLo2$a)2EJ+~5%=uGA- zyzKj8Nuw`=x000zR+-Y9X^&n`)jgK<6mL~FBhrS#Xs@GTQR)53&!v3yX4_XeOB&cF zgEM!TRW2~!-Wv{V9LqV)xyzxdEPz7hAu$h89QR6o-grb)T^7}$A=+76rDg2Aec*Ig z;mK{!_io2^XPjd8LNZpe_cVByBBr}GrPf$P8ol)zmThGM%<4wX_}|PQv1c+Us~J6Y zb@0m8jIRGNEAyH=yt~!Uf&$v&%=9+Uc7>fP>$lP9S3}owE1E{g_Qdn^3hE-9vkZmi z6JuZS?aa<`T%FWr^E?}SM9V?m@6Cdl_e-)xsZVls!KCJ_tK2%?i$q)2U9Mijj#jQ@ zF?s3P(CEc!A~$cpcgJ1NyL>>g9(np;=feHyqI8VmK=1lpyp(xUp$X6D*%Ldb=%}}j zvqhtNkOS_RT)`js!hi|uPYUo`#YqttE%UFw%z!!4#E%x>!p6vOKR_LE)m?lX~z zoU{waR(n_X4H;Q_7>a}n}-CC zxviO_oFzCb)UnE%1A5MPota@e8p#B?Q0DH(sr~TE6&xF!)Sh<8Sa+r3vsdX%+HSW# zhgcqqWGD{6Gi?v*oj${L+9f-Yaf)NQlRrkJ%y;w)Ep+jkyQ>*zh;Bb!MdqWBg?G_A z&J|F-O0xC)olBM#VwI7BwjT&CkSs{5w@zbHsxyd%*Xlk=j(9bqe9I!(p&*}rIi%}$ zsKt{~RMm^~I6D*X#&Yr;K9FsSm$TSAchr0$UDWUtnNAu>+|lRUJsCf!pLD~9*lpqq zRh_ptPwhi-{t5f8wPKPZy{cWP#hPzxGMS>voanZwr|oHVvd)U!v&Wy=B;n7CJu^3T znTKu`i$*WAt;>H|Sj5a=@1$U(CMWNm{M^izRh*=ZF}n9(u;U?Cueaq?DwfTrjn28f zu)6i}ksXWATw_=}VKs^(ONsXH}4EVFG_^k{LXr`6ee0M5Mk2jIWwNyvgk7~L1x4t<7 z2}xrwn5th_W=ekP4+<{f~JSl~5 zXr6kL>V538Yb9E0@7LPp-t8#MF&5rQfndI8#QE2Y@zyvoZabcIco}}9?h2*3LLw^b zTF>S8v$VxH!f2Eu$>U^M^Ua3Z3YcSYWX17z+N@re>9&<+-Ff`kSVYKm&$yn-;lI;E z-0^On`bNVGWuLI&c7q9yCkpI30t<|TmK2!yXC&%!Uv;q3X+FC?erkQaBS}*e%1R_d zQG+e3^{URCdS(Tp&dVdG(y&P?NOHda1MZNbLMDsCDNc6>ii~IS{;1e941ENXl3l3A zD#}afR}<{H`I(6Woxb!^zIW977@MwX`)sm zZvm_1B9T!3gJU|{GnLmZc0&>tJ%Cab#UQ>7MFG`k^L0mBaXeoP9$TsMJd0g<{l%0} zBDD1>Nr^%#QBVRVL`UsNgStq-!13uPUFq#D(?^H4G+8Z2$><{GhISP_YZMgq`%Kqx za&Ld`)EhOArmvfCT^SCsu?=wLdc3_s;k2oYDlo8jn=jS7?gGea+7`BPDrq|?!k@|H zonelVy)u|Ka)fNOJlz|uhO2WKZ?7KG8QeZ_vp+6ns*y`zMa272=eD#`d#<~E-5|q? zM*)$~NSOKhN`&pq2em~})EzsO3Tc*nbDZ#c2~Vt<0&eT1^{*xElSjDbIzu*k`x|`7 z*yFGs`He?7nRV8WQzS2mZBmPdEYDB$@q}zf)7SFjS-AUcUT`LQoSR}-T5%~n(Lq~G zog{S#XLrjzVj)acopYfzj$3GSoTK~eX&gFrpVdI2qgc7&`k}#rHwJ}r`lV*ARmX0t zStz#L;+9tlXfv382k}JP+wp9EuH)dHpE0`p0c9~}=@JRK96mFik7X4)he+t>b&7g> zWpmp+qDQ2Uad=Q!G+F$p))$iaLh8-E>6G< zt@-K9*a^e6Qu4OlDg05K^1E@lY-7v2$~R`+HcM`h#ub_K4}P#fzwg?5!YW=Wo?%)m zJeqZE$#hV1*|#)!s$hQ}3Qh{(k*YLa0XLRD4fEXxL2eXR@T#m5izyF$euX z>M1qeW!E#oTq|#s+EVgP&Ouz9n$BETWv-BVb6+GfUT(lqA6UUi>+@Y_UpO%zC+5uA zDUrKoSEG6(%#FXj;AHoWL9e=n@&NtydTMR5Gk$oj?Hz5?ez=WEA6!0-i$+$Z;RyuP z#!sZY13AWr()uI-^3nc|=##PkM54`>c=9<(Rp}OwqJs zRkqe9yjh9d)F?AJ8$jDi7#d?{AL*!h@Y~j*k zVOUm<#}RD`vGEL@Ti%TL<-!lq+{tJfZp&SKa_uZ(euvb!7ZVP-16G7lSFTu>zHKFT z78@J>Zk5#5c_X%hDT*>DqN+_lbd6!ZmThx$ocMl`Sl7$X9QuS@c7(0c^{B^PeUxaPah90lxe4EZ9Oa4+Yb$;yHvLGa_W7~f0px;w%CZ7@HpSrO!7#Iae(Y-uw(k-v@-wf zHrC{eh&pE*^Zu1c+dG-l49n`auOJec_VboUgR=y%kk^g5BzaAum@Q1hoDiKoVf&7DJ6}urmy(2*nZ}Zu?xiY zlo^pw#k5e^ZQ3sFHrV8u{G7y2|L(2qNs9h;fx!son8Gsjgy*sW#b4i$yLYVnt$_Ud zxi@C*Q9OQQ%KIXpf`}b zJ8LV!<(ZazG@QfiW?sk*PYj)K7BHX-fv~3#_S%4Ziu$Wyto)9wuh_k0m1?u`mv?RF zElIcaPpya3V(D&)YJH8Zoej#sh#`+|S}#}dUCF?d>EoJT_Sx%snPFQs=P;Q-ER=Nv z9nZb>#MM3_Rkmd83q)SeXg9N}FS zuIjKlYsFxRqjN7ydCuUof?j7Ds?bbfwJe{_g$i>PIkGbBh*`z}TFu8d=dZLgtvR$B zx~0y`@S0)A3)MyN#Y!C0Bd{KDB=ne-H*E|mS=VJMcU$8taT2!Wb%-mV-gn5R z0?Nf)XXY1+P>cB`7KD=nG0hnJ3+r;KYvwS?$dBbfF zm&+_Ev_IhJ^2&V-w^F|2SkFTmf)XXdyX7&MDag^6t8lJY8X z=E6IYEUU8>O*BM3#X+W@?JMYMP|(k7-&*P|s7G%W|9X`HGlnrU^8THkS)D0Qv61?!bmPv56UeT$}-jn_w?QFG1+>rlp^X4*9Qy_qtX4HK+eCB)+` z6`-tszjcD&g!ocX@_pW#hiiDr8BmGEiEi4#`*o!ZrRH& zytj-#%)3V9-@1)4wYH0PY^%e2gyG51(>BG7q*MNHRO;?u<1Fe@=e617$#M)&_$tm5 ztIp9DpqbV_pf^*qfLVv@9pmIRpr_b&ZKYeoVxwAK(RtG5t8`w%Y^;iW5lRJ1S|Vz; zDovI06$Pdp>i5zW*I1V^=cfnfFutUSE9gA*NtBBf!%HM$tyE~Hp%6}_PwOf`)vS{U zGM8s{)H{o_z-@yg;HP|F)NN9OEWfeTFTrjettLX*GJVZQ;GNOv2O-XNbe-$8SPM9x zYu%aCULAUvn_cHY@g^{W_X@|xu*i#G2^0|cW z^@1$@I&#r`)hnjfEM;2igp!G~IPQ;>B)Wuc=jN&xKQLEh2JZep_TKWT&Gu^-F2!23 zKykZi3luNzP^3`Yp|}+ZZovZu3be(FyE_yQE|V1q4OiC<^_u$J+p%QF1b}QLM|#uT!rmqXJY|j7#N$8z9{v6YLF{ZHu>3}xx7Kl zO!x=&0ebYn#{J zUZTPFb-(ggjS``?HGiq>Q$LbD9*v3U7;A*g>rV-4^hU9f#jkf76TPxwSW{3_x8Sp-Y>1MA_JhpuKnNOJ+hvgBF;eSxTfJQB4q6o94K>eY5vYQOo!wZ)>Y?B3MBEyVxV zJoW1>MtQ< ztuhc>tY_R6g=k!4xT&YSkIc7ww!Ml?Onca)*1g!_=Hz;|MR1pDH~z=;F$-)K$m@W*JythG|7V(sJf zQ3CIM4{c^pC3<9Km~bGCyq4Yhj_>}nLDx_ht0~42Tn0d zO1-KA!j$g^XQd%Bb68Q02^L6`YXfAPh0=wKYGempL_;x7ucaSxG0k z>#+$x6q4grzo#}on2J+8HQ*}XJIN)(Mr)LzR(f9?W6kG_{0Oz>O%E+LZ74(2_WZIW&x##Ha38pL7q76)x1JOH4 zfn22s*wfY~veWRLXf>F&*~4Aw%l@}_MEil#@b zPF8{ol?9U)Z|GOdO#1FH!C`kAJ2)aPf|ua!p($3kcvNnT~rhC?7H$B#X#BF(gJ89Rn=e=_5~<& zH*cU3(YDZU$nd$r7WehEd_N9u@|tP(7~}{g`X>2(x1Hr{|xKF7UfC6A%u#5S`-`3b(S1Z(Agy_q?bfae|C8xQMC( z^=oX@F$fb4ahpYT4l8NXkn3-$gb?3By8_lH3cjb+_Jh*XYJ=29jX;tP@eCJai{ZPD z5egBcB(QP`PXmO&*%UO*SB#}K5g9c-USY5Jr<2}RGQaP$gs-}f#)WBqpEQ(S%IqDV z1#1W6!59#;ad;71F>9F+(sn7kkB_=1kfs90=o??2nE^3IA6Y){p?tF#ROOMB{qawQ zCcMwN7*(-(euwBjt#$eK4_Zj=HZSd;7ARVyb&}C-gPpQ3VOg|p-?l%&n0uycLoPnK zr=7J5m_IzDYlygbTcjdP7fw8(S$s0MI$;mpryrFGu$e$x_e_MSo(S77)W_^h7J6B@_I4 zcl)aI!c6!$!FfatN8OkyK5IR{oaPI1x;X!YX!oNnr>;ycUkSxsAhmPcZ-q~frheiW}Ku+L27m`!B2(#q{CekcPvJ% zsQ%7@V+B#gTl_hxABZ1HXj7BlJxHlJU(huX6*Fn5U?apJUxdvyxh7IWt2lO6U2A+1 zoi%F*<^^G?9hN!c#^cg2oQ40=cPuy2?L`CNnu_dXZ2kdf0V_A;&f9k+F6srF$zJM6 z4T-t9;pxe$404HW;bg-L>YzXQ>7`xI93+bmV=8=O`MKgq2^TMtMVBEbIpXp*dKK7Q zI`Y7qAW8|*T<;|nj-Vg5vG@H!ir0WZu3I!{WV@zpX(qgy z*QFX2vei{2z7BT} ziX*tW89EK3E+|a#{-PCWKS$Tr5YKHm6W=2uZwIVK(12qrN~2k z?B2}dbsSuxjOyv&9wp9e$MFhR3Hv~9;1xEK=|f4^9eywvo6NJxyo+a0v)&aN-F6u5!l} zNOSm{6#>a9=J{2#~~f&};^_;a&bmoIZsbDu-vQwzs2fJ}{NU zz`shO(N-r5Hs4cSIim%R=8SpXPu??a9Uo)*e~!k^4X)j2mE3+V<_}9%5@TJ=>F^IWSa*k;45*mj;*FCCABlSCHoBY>i z2N)ClNfDScRW-hk#V=m9eJiwgokG;!CNnv<6z_*A%!hnJ2vHHg&94?4pFE`+8!cSx z6Rw-c8BT6_7Q_Id-h&jBwmXra+)9((y)H+qMwgXLIm)w2IDS1VI^!>2c_HlUz*gl{ zgdfp*mK6z3M0xk{5P=&Sa7WX@ma5a?#p&x?EC)56WE3F8YV;+>j)&h9?A^`lI>njP-5rWn}oXG z*!LnneOlrpy7-Y-ar)d1NT7G#@^o(A)GqjKwo}&A8mEG>4wvro3gN3;Z)%lBY zs_SPAp!ddNlD6s-rEWiMc%2ei#2lgg7ga$-*?2n;B*W#AGqtLQA9f=Iir%fUgx58@ z{lWC_t)sK;c<6p`<(I~DQ7PC>Cm$WUB5)4nlq%Zm>L*_feS zM;DnYK*_d&RTN7p_w;SMx2q4C4G=8xWX+MW#&>5=fu1#C`kwo1%aSORPlekh@h^uW zwEo@ZLv!TxSRM&cB7ovlx>*rAJoPZUoGFKWMiD9=X#e@W%FekC%1e%8yyj=bb)Rux zgX2yC)ENuuocDTMd*Z|yyS=SB3^823Hhyt@D+sUB7C=T2{2Kllj>h%*vQ4B_Gw?85 zwIO2n&)(ttcEzCvS8uzchlAcb3{$^2oVH(nJ~I8XZGm#cJ)!&s5jsh}>U4Mc^JH5A zP~N$+f{gmSIBY$<18fk#{ir1Qd_(;8UIkvYg!-V<0il7D-Zsd}UbR`uEwrh`;ypL$ z^PKs+t@yIswI@BjRz?OwFW}w`zfFWIw7HF3g{bb8=%3~~*!O$|fm5rAZe;D3;Q1Zq zBzFxqX%_3ak}dj%xuCs1QCB5{8yG79tTplEf|m|kMPYAWPwzR0FTX zT%uVvKgE#-xoIUYk@5nSd)KD#r4?3ZP{KvJNW7=<4tx$g9l$4H4|r;P2_poct_#>q z9M!^kQla|Zu)G0(og5DFY*4lBF#<7iTw7YEgDsfJp9pH--S2Ez9bH5X@QArhI_1oH z#OA@CT~C=!9~9XSTSN8LDYD{1U+(XcfZmLOM4BUv;#LTKV$tCdrWf5VM_!6_^mQO3+T7p3D5<K??N-IZtChh!XiK4h%D*W%U45J4b2w_=ZoEccHL|$krfzQF~a%| z-B|WxklemBkX#-9VWy%iJGfwVgV8H^QZOg+LoR^%B+G>64Uk?4MhUDf3|435Z%$L^ zQ(tR^dIeKA3M)BJ*;P+7okWx=WUP8}K(~aNSEHO9u2WeE)wWxi3RoOn@o}0*R&Sz< ziPY6@Bofp?>S4{FWy`6c09d^R1Pd;EMRZUTMA`L=1UT8oDsuiztqlRbEAqf1-V=28 z6o;PYqdtU`0rqb~=Miw8i?L+Y%+1i;@uy8$T@me1HnolrLPcP7d9$Ic4h;m^(_5b=2h& zjTdC5B)>n?Dqadckv-no;Jduw>J+_W-j)RX(StXIx@i0L2YLE)ggbx=S+Bby4u8py zz{m+<_WEyZZ?G#4<g@%NVQ@80mlC$h^u%uyC`o($bTIB$&!>OT5n3BlH;qlUx1Am{1& z%^!Cd@5tex`zn$?6D%eh>!)Eqt>7n>iu}EuD6fd#=Q5FD#^K zJ2i9mKfa=FTl_$BA6+tHJ{3By9BN%Und1)Dud_?6&XVB)l?*!!yX_J}p?ChzkH%lz z8FE}tDqyn6ek%_#a>RgWvett&%_ zU}_7lFfC<{i}RAu#$4Q#>LIIQhstKbBNYC+1dBBvq^s&&rU+h&7B2=Hj2MMUSi zTs}psG~$?_=-B;>&);s*PC-h`LA-}#&Tpx7XTf7)aTJ{Hz}( zYJ|h5`ccVHFOk}42F-Wtcd9%71{DAy%qG>Mp>{hyp5&(KH0B-q59Wu({1F*_GE80r z-YRJ{8i+SzVZw7Se6m#4nk8l>(cHJ3j6Zy|kCl1IxRg6-SuNZnb2EWx_K=75@YP6Mk_CFK1-pPB&=`kFi78F3YX}?uqC#rl-DZ7gBq}3y#oqMp2n?{=R1xGO&Sc(di0QbQby%@&as9HuLB;n@X7v6qB_p4)|=cO8AFsp!}h2#7n~)@ zg*}g3fhX_Ek4CJOphP41IU)`6_lgbWi zW1`$mDT;dp49VqJzeUIJE_t{4f4#fx?J8pzL1QmpTvX;|`U#F+v$Hp&#XH(taP}DO z;fG?<7Mpkue$hnECy7YGtl{Ka(qGY)VfZUBbtTB!x6E_5`Jd7Up7vkyHJ}ZtMe4T` zHwGE__cv0ZdYDEherL0_DkA6XMOqW^_sA3HwJWy6)mOzA@9c0SePX=JZ(Wx)^p6o} zmBgTlJijpUcMm`9(RA0Q&96Hqm5DCiyP2jdE80Ma}mvuh4$s{s@c^$D162(bz zRH)yxfvzQz)Io3js~(RZD%w*iC|Ju5wKvIEh1wpcVWAj`BV&jbW4fi@Ck8jLG zWiX`U5$~yyadPBEYGi6-^NXC(J7 z3l{KG8us)Uq7K)vN82@E8C+jCr=lzZ3>|%)POUD^KRu1~o$~OcEjy1HziNEx!e%&h z7u$5)dBdJ|k~8dI6T!%_yR_oHl*>`EuedBQ*X?(+TZ=&bei4wf=*0Ety#VUNYRPn) zzPKcMf1!_=?a|QkTEX}CSoHq{1!0cDWzMU$D_<&Zjr&-ciQQc$j?=cpdq!n8tuyYG ztaFO|>SyVRy+C;~H9G9SdTaiwt#jS>lV}dR>he>{u2Mr~W6R&_&{!p~taE1GikknP zcol)y=2be%g`QsOcg!|@34Ua2-;G97UpybfI}f_XJ#ZL0NJTO5^sC;G*`$A+@OD^v zk170v9VMOM60Sm3{_F9ht*#q}BP1$pnF6QVG^9X~+6zEW-{8fA0u&*<(9dZkiXI6@ zxjy#-#AcYqy}sBrsotsRKP}?v6ryoyFqV%k|9$d3IdS8px1WJ)gOA_ofIP{Q)*>Wl$o`k5!YHriZMxaz|H=tmM0778vO^PCk&HFtxoh6JZ}P|yc354j3SqOj6!h3k z_q-v$(CJ{hEC@C0%*MHamw0l2?fN$QLI9*rZ*JGSacEc@{FLzieQp3E1eXihOK60i zXHCX5UijX{na6L0*uER~$ec!*GN>+OPju))WAusFM)Tt={$REN_QL0$}Li=an(UY2<6mX!@`|0AZj*>(#_K; z-Qvo)V)KgBMavIcI!!0rRp1xWQA&eSjrKAEE%AN?xWb3Hr=MGUG6#dtvz*zN#o@KVnz2~Qe2}5;b6+%rY2+@Q79`3}NVx@dNNsW(!ln@{&bAQt zxwcRU5b4|*Gc1}&Uv zX46MFLsUFc5REY)D-Zt_l0s`gTkGoXM&F%*-TA9$6W);WjY<1GPa!G$$Y^dU=qw*;506q<(xwPgehae_py z2HnbBBtu(e1U?Qwspeq7&h%j*L}xx~gWn5ubO&W|W89Bh$+^aaLhqbn(i1gC6rv;V zqU_JozP|(9yb)P{6hh=(Y0!uEQ*U)dKrpZQsow-H^%>Z%_XT0NV-bTXnuAVIg9}gJ zaV3ARXzV2K0@~NRnWX-ny(U{O`OSa1)_&dKw;-JI^HeYd85^Iu2-Q=L?M(5)LpS}3?0Z&@M1-nlVj2OVW zdl;IXEtzNc^3F*4al!|WdqqYvuw%8Lert2X zJ<2Fc&5+)9namEsm~`7U^Sys@M?&(}-k0r}eb-Rj0`~s!ZgT$EzO)H&?e*6@cZlXE0~JR2*B;);9hYUd9`ZqejMU+-8|gq! z)R&;s(zH~!44ex_?Q&lX2V24eMZ$L|6@Fb zBh=X(W}uV%ZX45Ca-VIYnKNQsP)$4l$}jRJYP{>wJ2q$_O}V7~emj~y9Kd6C+?6z|1}F*@0Sq{UFaa8>C|z?=j)Dp{z~AE^cPz_uko+wcOd?mu8(r& zS_{>TSla`zXf(=tQ?YtGC=}@_)t6t%VLAVt-T3`>^-b?x>GW9ZkFGns^Xec+?Z+vK zmSvM^_VD4OJ0dRJ*=|c*`G(UVf!&Ma++);&d8nQ{&}}6^%xTMYp7;B(qfqzodw<(q zMw#$FaFo|;lt7-Hf8(>8T=Wh2YdpsEstd;_kS@)Z;Qt(&2%v>`d+NY@xQ|fAtvd;l ze4&yQ!@ajX^jJtn+pI#%B-UV~S1j!Ae_6YE|fFVLXrfWMmG*ypo=|9E) zx)RL}@}7ZA%b+ir%jgvEhIfalAI;L8WpUwrNIkW|^L=JtcZ~C~7hIzT1pbF-|{R_g{Bivxz@6~N`toDw*IOX@D z-q&ih58saX>7G3ND)qLLw~oO*-KJGD05V`jsqSo!cs0&hh@9}p7|{0ynu`HK^b;#= zCZ)r`YYkzjVe^XW%GWK36pBW=VKjphEqwQM#kxG>_T9MOjyrdVP*C2*@b&Q?aBo$b zPW?`X>?ZCDOB}(fr=i@ua2udlEY3Fe`_A+TDsO=*O~8&5c@k4SLp6wQD$u!rmIudR z8AoS7N!(=V?K9pPsZPYwX@YI9B<2^+>e|o3UzWrc;F6D~Im!yROl>gmTLkm_&!0hn zd#cqCXh@iCUvu!zuly~O#fgxrEY3WgHy}e z&cC3t+_}KB)b$0Oe{x%fxNK{u`lQ3E0@Qlkt)&qEjK^u~s%EF0+t`=b$KgC@Z)^!~ zA`pQ?Y17vGr`TmldTsn(XK_Jz9Ftuniu(YJ>F9!R@uwT$-55k}Q0SZ4v=l+I{^YXa?&+4|d~?JFXHncZUAV%;&Q$84uWR#*t+MPF z9pHan9u4J%3t3K@3)98A0<|@VLbzQSG4KbbRF>7{q=_pM0&(v3rSVx;3L3SwLhmEC z*DCl6KJ=sN-369t)pFBJUS#bkpxMk`g3k&PrC}=+yzeFrrn@p?&E1raPo*jnWH24d zv(-2!I$0m>170&QA!O>|AAFphFR&J9emEmwEvVO8h@laZA< ze*&&_fcuW2Au=deipCmBP)RaY=B{}pk$1sE7cO?GM8Wr}L`!oynvR@mo|58vws(L; z`@dP4p+qzQw>>F;i%G8eB?SS1eVc`}aYo>&(1E%9qqEU3XpZxOc`}UA-g8sjt&h`a zOU?Ki5grRb*$^(50ppP58GUC8%aIxTyZNwx={eQIlP3%(FPA^b#DPXAmp-5W+-Btb zVk^g37c9>d=&Yf`2oq9|TjOkfu z|HPX3uC}iuJqUUG)F_Lx^DcC_B}H&|_EVeECV8Nv`dDzM?R~efX25eo$@hIm9bqYP z<+J_h(Zg$*>6_QnCpTDqu0Prs?>Rrk%WVr+eq|)+I+j$|8llwF^f@)SEWZ(cTdGYc zeKRR;{^9&OC~_gn5i620uN3)X-1R2PGxpILxwleBVdPvg_J)~FNl95dAt9;g|Jjez z56Jxo44(tWt^ae1(TD$guIB$tF=Bl3-%HXcpFN=rejNSA#(RQ+$?@;64-dh?`2XiL zBSGi?FU{!RSN~U?@t@x z|2c@~KO49H_d5OO+kYzXp9=h^0{^MNe=6|*rwTj<@nl`)j%_|X%=MZ|3(h!W6wW<-(te#_M-@KsP#%58{##C`F`x~GwgpXN|R>EDXgw3MqWxbCfX z=BT8Rb_Bq$-ec(?^ViJ4jFCF1bW__rwra8ht?aDsH0>~C#HA=TbqeKkzWxm^ilA$4 z)2~dYdypub$!D^OWuH+8q4sSoZpd&Xl zAo}=0Q|Z^iObut>gi=45_oEx5*%-A)s_oBz3&W=+D`!AAja5@`-^@W^4zo(mm{DLS z(P}b3^w&`cHXO^xQE*S(Sv&`3yV)$(aUJ{f>hvqcOaEnVy5vtsbe?=ig6b^A@NB{@LCM{L=0bPiO9z=Wyjh!sVDbbGKb&K2)u|+?* z(8U*$+r$gPK8`m#ltzs%G<;EL2TzM;p|QFJ@c?jJaBhklGSAs(M`C6jyhIsDqK*#s_OxzBX>WO=LK2?2vwg zB*it2bG%Uu`?>2OZ+Gvf@rV0Cd69*+(eL(GN{C`(r;OA5Ynk&bs5fbs7_Z_;%nIC0 zyy|cc;czxg@ps?Ad26lmW8_aimS1ELFy4aVv3WQ?{Gx_}4<8>4*DAAF0XnnZ|Khh3 zB2t<&2Ff-QFPP&s9v)YwSV}vb_pypeRLH-rt91H!*j{FnOBC){`STZ7&Dg~RSZlt} zM#q_`uB1&IY^o(%#F9$z{rb~Fq+|F-j<%81Qr_WeozaRqUO2u=_$aNZ>;=%tIJ{Bd zQmxXtRjiI#aHG9O;iF{Trx8ct$kDAQLXgZ)#DE#JTvduG%)D#yHXEKTNjU!>6h zs9JT#=yC(#jMG&;6KF3RU><3f2xN^Fw zl2MVl$(>c>a|lVQW0e(Ov%9LtxV&1VrpexULqZa1VlPi2-!3^9+O*cYTl_M>LwCSi zb1Mc8UxEsA`^3IFvim*FWL1Q+;NlT+PY>uLVd8G%ao_kvB~GNN?b())58LrfO@JO& zZP3LHr|IZ3NZL8W07liE-Ura|4gKd%@PFPQqIGOX+c!+Ps!n^NB^ezXxC@HMF@Ntf z9Xn~fGYOynRBO0c5$Ix8$`7fcP0+A&JiGOu6B!S_Bcpq0X~Rx7!ofXb+nQ5uqaP3BeQ*f^S9 zR-{VFacY=@#bJpkSLSZi)~=3Eh;2+hU@QHs1z>K+1HZgI`1oq)qY>rcOU@oC;ulfN z^o`bdb!O1`>1COrUsNy8U49e6$y2RosBf;mw08W%?Lasf9933W`gh8$i!@k;ne^Fk zN6L~o7fXqr?#58wWeUz%w82nk`}gMNTfT-SK}Yl0s4Jd-4rxXHwlBo@il>{CDO%~Y zl(_5GmqlW4((N|GNgg~DJ%n+Kr=Jv$A6YMXD|>&d=Yf!=3J<)66|)N_0+V-YHa>;5 z7$QE6G%_jQrxmJ}0ZmGL|hRx)pAY_8MF0ifB z*Y3OT5`b??GavL`&3=o*5e6jA(zLH^{ke1gmN=vw^u*x)l~8@a@6BQSOXs?T!n2oT zc^A%;ESqW`+GVhtWKj@fYp{IzlGbr_T;t`RWsRLPXSeG(C+CU~H942LQ_`TeO^yAL zVg*41coHYI@ZD5ng@+NV(F#q160Mgltbz%aU)t2@^88Vm2KnjjbyvE@<{RPl$-sa~ zLgy7E#I6qF6r+Bd<3C-^4}Vs*s#eMsHkyuK(M*ScSvJ& zLkCztM#DZgiaIWPvO-)if9NAe>+2+^YR8y-3Nzy;!r3KbAQ*5(Dg#6q{6 z6rCMNw`&MkwmiY6{BdwpyHHq)BW#0=%cuT+(eZ0<&FX}?bofIMX+!E3;Ov#CPIg^f zP2FD5@!NHBW_&As2hM5jr!H>dffmx9IgvFFbY(VJyk>4Dv=58$&)s#3=aZ)n8eE0a zT2tRATsVGZnUnDQNam>}>pC-jjk>5Pwc$c9@>GFuFSw)Wm6z2S4gGltC@gCluy@kuBeqkkw8%@Hl#>vgN61BWIP|SKSm0U1$Z{s$_XvOm0)b%bdVH!gpBx$6g zae64@Fq!$|jKwzPHcn(PMXnAR@sf+*rTFNf^bPJ2Jn_a1khjUPbs1uw88g$fo~T8A z*_z<&&RmS2!+MqJF5oDaJT!W7VVK$RhjDjq#9lE*#y?h_&{WriPAu%mY-*Qg7+%?w{5-o;gY9-Oy9Fvt^BrphX^-FNA| zE2CJ#S6XPFae%f;=($DimVaK5VdgqMHwxhD}k6C3=#sDma;{q1OqSz}6=`$oZzWZh?3lclp> zD3^JE)PFj@vI_h>zGlSEzM)k*P0gekX{(l8?uJa?St?-?q%zKB?YeEOqHiN1Y!GIT z`v5j=!d$_rakvOqpAJD+N#u2?mo}9AL6Ej z<}S-R^nP$=F`KH`m{?t4roUgm|0#)CQWd~bblt})d^bQhnMZ7fVLaj37}TY|ziJ}5 zW=zX~r}Wxa|FO6K)8W+pcF<{0!O2`_ikkj{?~0#sc{*8?yyI($ZFEs+8TFLrNWL9- zC?jvCu1x4KAPnEa)mKqZYA?YY@0P@p)T0^^dJd4eyMS<@>yX4sE zG)lg*b?HVyzKaqvtACs5w9gfp&Ea+{CdMpd7(d58<{YPVYAH{ zHNw8t?)Edmvl&o+|0UtgwGuu@A#T6k!}sI5LidFmfw|AUgt_{|5IQq?i6R06zUKs) z_{7WC_$K?VTs~@=TbzEu9_b0)k2^5MA_kTzQVmy^a8N_af2HW1BqUgDWr1s1%>{;K z->GS#mSc_2Z;NbZGlxgRQ)k{FgUe!Lcn^n|sD& zfPvzO`f>Z1(lsW(LcAl$Q}RHMyJRes_2HD_>XO7y!^9jXF48J4wWUePuy#%BZ$q~h z>%ebjEoG%bzK!LLmJVN0?#?dYC}!nfcItys0+D+9(cH|nH1fE0nBh)sF$Tccp7}QE zwegL3{pXP6gBy{YjX#Zhv0onuhimA>y>U%|ewrQ-{2#i6$}_lsZCz;x0yy4o0b)&0 zR9b>Gdy$I8tR`lBg;P&lDqO8~- zsDN{9vt*a-hMubd32TC@SJZykjZ&$Kw@{Xq*n9~bYc|Q{pfs6JhP=Ia_EQZhq&#&=ILc(oGCH&;fm{hZaY2a z@Z9%$+QSXYbmen8Uz8Ngfp@8t%V=0wgoV9dnengFo}7IF8}Auc#_{>!+Mhn?nzPmE z8D!Nm!@BgyJ6DEHNuX9cvkhKWpPbaBufF|dxhfgur>p`oww}sC;;Bvm3dVRHoH2M0 z2V|r~viW)0ZSCc?kD`>OhV$Nlq9+{Jqk3eN@`cift?I4vtSM@{_EMp=ufY;(5XZ>A zctoGA#r1iQ@;L4v;NBQ>&;xIb=z$&|m&yq6z?a0#oyXBJF2_NpdI%$kF_Ji|ROoO` z%weaxQh7EsUiMB()U;B2b!JoDEvp1>5=?dD?V;=RU5IiGtF?J>y7Ks%<2Y%e4r#nI zdM4QDq{z5kKM>hHw&3GFQDslz;qM$FI0985emCHL*&XZ_1}seuj6J;n!ArS!hCh8y zV!u*hKcnncY3*E=zns*;J3P#JTx6J#&=XVTg*g0p9%COx25zowN99oK|Jw> zv6aH4szT)m|GYPgKiE_^W0b4DRH;A^UwKc&pcLo#Trz?#6=x|`HQ;B!j^oS6M*G4~ z^qZsfdWPtc->I$H`)Lff%)s%>Z-|Yp+3lfnVyXbAoIePRq0v}nTR{(6#MWO8z{})_ z#&uF|%A})WE34)&ht99HH8YV&sE^zL8%a{{iOf(?eAoTC%DDZ}ehxQ#}!We2%x5H_pMjL;M7h(@?M&kWv%0_}i16ZjXGheHy^pOKh%kbM> zA}jSU0vy;EdIPUZNnK5XE4Vv;wIyI=xoSpAR65$2E7@Fx#AF)e=d!z-`q^|{F2`-G&A0+n^HCl5c!13yx*8mO}FUDN)y`1 zoZ8GscgQ15clBk-RH-Vs_{BJZ9b>!P`0ZYb>7;HtCvZj)7t##{jF$WJ2ue_p_i)2i2n$q=zSmb#wn` zGXNLpXv)@>kjs>Txw(80&-l@_mTVa;QlBNk=tiW<`Q6Ou?;o~-Rw;PAA?&!H#^#=L zO^T6FxzHf_7sFHH$kg0>y`hpJx5Uu2tbU3(PAyv-Q)iqou5wdR_1I`%xlB3N9z&`A zCSIEo;xCv7dKHn-dUCZoOJ?s6i&bA9h$4f7iMexnbL4Uxx8%SRgVE~_Yn_LU<#2_} zHReV(AL7Qd(AUD>`gE<>HziMhh@~qW*~Q@+`ztVCsVg4nTGfc2C$@06gi{r*xJcRb zOT4Eq8L;&MjxwXOrzS|0+H)1(4r54`J%~Q=E zXYToMT1hrRX|)A8g-a-LnTdRFaVb_++_TnRZh6+&@U(^cZhBbouZtwyTu?6f@y16K zqq`<_DP1R)IG^_2_S_u!`Pn_?sU?{SOZxfe@Sd3o`XS?C*2cHbR|HmzULVFasPCPG zfLk`|$Fqi(3>ef!BRr)Pak^jY${lED05AF}+`jMrUfA=S-{s~AGAh0KChoC%P0UNJ z9c~R7D7qQs)ggIEz7}UGFI^?q7?kgx<>Q}p;_>{&abc$H%o&rysd6VtngnLy9qN1< zp%J$J^>xDCM^(I|4Jq^PEZ8Iw_H)dq35pLfLH8jbfuBi$fehD-Usq-T;adXtp zHUm~xp+*lB?$9SheB{+`@ET@nqFmK6hA%M>VQ8TW`PjhqKeBt8!XDmYSJTg;TTVHz zA^cZ&B7x~yW%#+R0oA8_h06HD$;&%3w8_;C*7c|SR%_I!U5R{%?sdg@jrATvn23Xa z=eV7@m%N5e0<8moGjK@)!RhjfaGj+XXd)I$jOYtDx?VqZ<*ut8RW|Uj<`p6NYQ7O+ zt)1bUbNL3?zis8EiPNo;pds#YP+@&-ASV}V%dI#W+DE_pj9X#Hlr1qmOjjO3t{hIJH;5IYSy>(WE&fzgL?q`~3_;giJ@(p(WL0`_$&~d^ROIB8GsYEqz_N z(fy;dw2`|R0u(Bld<4ARdidl%z6k6};;QTj6xTLaoL3g|wyK&;ymIm(qo>q+OLup6 zlI8bf$Mgry8a?E|A=4;F*}yq*n6n(5dZJi}&r8SFU_+6>~T>tY*M6)tR_y3Al@ttzW#L+fa+_KBs#v#;I8OVYwCq&d_B#K?|N2pZfSj(n`JN#)VV`}5rR zjhtPUz-ht;StT{C4$IFXUK+F=t@`GgB1m0X$4YLw_@CD`4!_Yi zuXLHSG^GAjtBUH07OUMfe(h7+O&8~z%HMn}zN+xGIJ3^6CNt#b>lHz6MUVYjZZ)Y1 znK{C5!y8A<)G5-#PpPukcq<2bAFJK=MQ~A>IkvIFx;&__xnfQrU@~U1-t+Wi_K>$_ zXY~BbWK~_4_K5ktZ2ksXcNH!@)yolc`uJM^Hv3UO6rK<9<0bezD>)=_tlb%C8_KOP)s*k#F1~e2n``+{KmZ};n_4(VJjuc&CdSW|g0Qsxb1y@Pah zR8n(9KYww~!p@m{dA=1%IRO$WcW8^IcZ&^+bxQ=EkM)Y8Dxi`ospV_b2(2YMaB@+5 zL>=GLU+YzDQebp&?Jebdk<%9nE{xcJx|LBdK8IJcL3r%c*c_u^8n-iv?tFjY;9DCO z9Z>>m{p69kkXNB9^9$7bpSc|8XgJa0>+X4_fpW81!r?H}rZkc)3oD~fX*Ir9Uz+hf zZ4QT6T;9GC%*WbqFHMAD)sI`4AD`3ENihCqF>fO%>UQ&! z&b!EsjvUbwul+U^ik4m#af@3}P14``a)@D(3z5xNT4|SCv=nT{_hz2#Y0vHw^{_rc z{}wYAkq{Q;-u`28J_Dn6mlX_7kd&7NbB4xOyO8NzV?9$rncuj|{-Ju#WvV9s<*c5L z8NVO}-L1pL;zx^1kBiz6ONHKAHC9|0JJ=+vKqiGhE2=Q<@sGyj}Q}yrvjGfNiKK=Z_igacKm*nv6ns#Whi;f zG47K~`y6uaMhQ(7#=SawYFSw9nNzn{J9CL{@?CdzyH)AzxEJxRJ9uy8yrx>DrM~{j z>cd=dQW2gM`Aot1CO&+MR}wF^byH|kruEr#aMPBCI5h9n!@lfNf4Dq|&417r2}Tx4PZ)jT`0Ntgu&4$Ct75 zW{Ksaub=9yWt%)MNBS!}Oyw^vi;OwY&*urxmF7%tnVF_o-dGwLg0~>CQApWYl+3-a zKHO@kRC{WirCslJecXj*c@<)>IGyKD&6vH)NJGjb%hR8`t63;p*9SzKMBv*b4ipa9 zo_UcF_tM|VbVST9b?2Muvj^W!UaU@X)~}B*2-H4JC*Ujeeuvw|^Vh`Y#AdVE<4K8Q z9HZQyn3V)w@h9{<5xUGDGVgt%z`nR<+fA)$edo}|tjS|qGilx8Q#?kj)_08QTI_4+ zl;~y;Hkyf=b*$(-0zOMaY*Z`vaOc|`F{uWIP_b`U^(k#H(P#PyveEaZ4IP;PkjVK%<997UfB&cJBB{r3v?u^5CLqk1AQCP(bsSW-JB{ZPC7wL|mq z$F>0#^cy*!8LQ9TBA^kSrcHEBE|<<9sTH%gJlZzwwQp5hjq_!v`kQaggPu%p{2O*n z*>e`qZ&T|)N|fq{Ekcb~6<%+;sdK?V`icU*WfYlP1IJ(~eaJig z=HXEu!)mok0;+)w=C((qY9D$7-X4)?JX~8ld@uMQVVoD%r-LpyZH%3Ac&9!KPGtZ@bSQsXjH*P+j+^8Nkag6Q9&P(R8Th%AwqI z%;N@wZqm#Z=Y6+T&e@B!U(4fjd`SH1j!X7XNo?$y`Te2(w2TUz7V4pkTnY-lv*ekt ziio~BW)d$%dNuLcO3*};+ogS~)VUR1Qy91BovOo-x#y-yDm8-aqnUzolMQK_o+r0< z+YG#nIi>kly7By;&u@=Ylp67qmb7h2c%A4TN}qm5(fp%mw}sJdMuFH0%a5wmixXSv zG9LK1>>%pY>C94Zi%K*y`e19ZNAfYdrON^TeBvhlL2s*Up>_u@nK(B^YXvpZk5x3S z$(MwRC(o3mJ{*vq7YN-%bJ#OkU)UyD)h?g@okrrNP4_Q6k?}Cs46W%BxV~US^@bw2 zraL%htZQrbio7>PRoz{EorG1w!s8FVvRgeV@4Q*>U&?(o)`Qcs^BUpZv3)i@=Hp8# zBl9BMv!wHEyCW4!*&Z*RH}}>*k{5Pln3-<^}h&EdN4o! zswbknS4fmVYQ84x@KlQdUD4U?boG0Mmm)oeIt}x^)$s3E)Cb(IxO{udTzt8vM|tq0 zA+m*p)htH;f#hMMp{}K&_cn_we#??o?i775YZVRb=?lbNX&2;FD3St+%V+Z&Ovg&T z%l`zcx|A9!I-ywn(l)Qy$Q()A(?HT&ZhbpaNhL39Q>#yNa8+U!>dxeHyewd@QYrT zrze=T=(n5s5Oa=+r%>~WgN42lPer8XxKT@qSDp9n4u{>hc6cc$W_9Him;unN6;HpYOSE}nQo6Ohu{u(~ctEYK=TYLIPy5Z)s3@Pwwuk^};z;wb+dEs+ zSB0fcj1Ye@ZnalPIMPUy5IiEG99l*?M377K#DhX#$MKp_bZagV1F=x4@7=wV&yF)j z^l2t+>Z>mxCpkNPrDNBdP3MYPR5BVS9i&iQ?RSrrbX@l3h zg1v+}c$e=DWxrE6eeiSlW5t?^J~n~Yvz_&MvG0p?n{2$A%?krR8N{|OPd2&nT8jE- z>l{*2kqZzUnGfr)9`9?lrJQHV%aYdSw-03W-QLeoko#~yORaa#g!r+~P2zURdLzwi4BYu57ia6WUwq{~ z>u41rBxn(L->UPZVq9K+@@)BoG09MOg7GD5?ko;vKZDWgp^VFwLu3!>ycWtvUwO;b zrSetZWxnyOY;J7yO5QOgswBr@k5Z-joJX$3WS?~oR^_)i%n^ImNyLG47P@-dU?XZ|_nHjr-CqPsT({1T-(ub97m92(4aToE7v+3G;g6 zQG3YrzCdq6-Co9|U_`u*WjYlZv!ADE@yxLI()v-5uNh6m#=rZ?4eS@|2X3(HuH zj5lW;y6iIN9xK&&_VMDCC&IMNmMq`09Z%HGF{^+S8HBEaAglg*OU zU}SRdvvSPQeCa)x{gwME^PT(pZ8M|H+{ID5gbQ?NyR)rp8*@FUvxPp?=3dQeGOOUY z^|Zj@B~`YCy?}j$Qm^cW!A~1U`P4qlnbf`eddro+@A2E#YZITRTJ4xECZngAo;DVq z?IN~!=s4fVw9WRou;M1B$4uSZtWCV-9KCiG+;(ZRXMCeSxzo^D*Y9pE1!nCi3z}yL);oDzowkh&%KxdDj%*(rLdmNjlR+1B}9W z+wmp^Zp7w4Ea{D>2EODat>dKM;9~p0bpyBYt4$J;9F47`vraXK63vwQ6I4Gl+0*CI z&~iFAb^F|=s8*MLRl2k)F5{Ku*Rp|!GFzpz(cW6WR0&Upj;5^WRN->fv-=yF z`(CTOIVncS^g&LFF}RbM&MQGw!>>;z_*JH6cVwmH+1QS*Gw-&0=e#MuZWyY}cudPP zuKF2uL8IkapP}0n122WAy^Ip>3Ft)^_AIYhc6T-IOU*fCy(rLiBx~4Fs3WQ4wZoWp zpBH(h7r}%#V(bvD*3^l@%{}UId09iQ_)fi+i#`Wf@?RhPoD?+t)@4g!qqqKqL@)13 zAColU3+Cm$D+#F&K7P5iwZqHLYFAfkQ;U}5xgM$a^^Fqc@l7XNHcw1^>>a?HbkADh zWuxtO<)6wu@HD$H|J$Gjvju(Gkv*k5#>0Dd)Gv^}YYRM|C{SZ-L3v}hTk;1vn%VLy z{DzKVjT* zlSioggvmG8qxF+FYTSkC&JWkLTiYd`ZOeR58;!@_ud;A&E?)Nrg9?r1)SmgBrG)}M zm!e)>jOM;%HL|N?_FhUXV@y|gk_B~J1mMBcy>ja%rFdWr!$h|$T^QFz^`1J{_NOE( zW(hKRTV?c zvRZEOh&^?tbu4d6&14@rXmg%VKKMRvzD`e0+C1>HMnfT027BoPQVOr-2zgo_nxLM7 zs-fgl6ZVOz{r*{cjsjmd;O`b|%dTD>-?uAU(PttdhY#=6b_zAsnPQq81tpE!r)#e| z@ma@out_h*Ebxq!)W0d(nkXaU&7taPacI)ZS6_D3z+Oe~7R48l6)roW$J?zsKL`f| z7JKIA6^0#%bbFFF-|(z^PJ;4{M$cdgMc~!2PwIhPby3TwE1t4{2_pAQiHmbon>=;n zoN~0%TxXYxgQHl8M9w6^)pk$eYDKx?Il&SgPvW%M?dKaeMX&On{xUY<`7CXAyyMNa zS=Oe&OT*1AQ^U`B{Z5yRD=_lRMS7T~m@!E3Y?E+wey~h>K(#v~_2Fg4j{fnH`lQ&Y zYf)dvo4OO9PL}U;_$JLvSZ*Ek)wGY_sXc?C3nD`ye#>s`88KF8U}QnGSr?pAo=oC^QcW0U=91Hp&3+gk-P z^YSlnn=eQBew)oAd6m$0h5MYH)CJ!DYWcH6lrofIp2YqImbPV|9iuAi&O6jTFCQj% zNGSS9Xbafk^x}tO6K>U9a-}WUmhE|7a`}VloIZ^nCC#x#VYZ%6qIB)G1Y;e(1%rh6 zRc}t=d6G<&_;LH!#l}RR0K)f_%2RynGco(Kc^9T*mwHji!_r>vU`EX1%Rkig+aC zBE5y;tt2$VMHv*s2lyWLT{TiZ*)Nsi%K11gGK#?N-h<{tshk!C+A_5t8J6*t_mf*M z&04<==Dn@_PJ`R0UW0#Q$dh-P){A{vrlj_Tai0^V?$+Lgz#OQN@S9FWq zM>^*_9SO;!U6;CDsm0QF>j)9nHQv9vQnvg&uX2__WY^-mq0xD7yMqe)gUdYU-06if zk2KH>Qdvfdl1~pdN~9OBJX%l>43BIZC9QlTG;<+OcZ7*!-)pL~>GJyLnsjTpoJu;$ zo%#afoO|B!)5o!9hx@lx6p!90!mC!jFf9GF(Y^JahighXp}M%XE#AEMw(~V!r6p;p zjOyjSek_^hd!`TTtMN#CG=yLB%wA{< z_ll&oc%Eb2t@|+cQ-RPny1@xDrStKNc`p^BA1UycxjNqP^x@!$Wjr-G>K>uX$3oAm ze){yq^y0wO=HzDrEIMDLUdax9Xl&koBgMg)RNLUG@(^|D{KSh*yqk*5a|6AH___~w zk8UO`AEer8yK1C)`gjEEqo~v&FHWO4v53f%8j5}A5&9b2vct26>Maz`3vQ5UsI2Ux z=dQk~9=Mvz4{U7rTZ!xu3-GC_=M!zC-(OU3^l6&QVtZ(}uc}tzo-4}VM#O0jdS7*$ zt@RG;E1#UwJtUCE=f?6Of~tzAbYp6_Fkh8J;@(GeGh@|eL;DJ%B+2RXo##|X-Mgzh z=nB2E>Pk}s)h!dQ`fAn3@9W)IV$PN366SPggA0v#dAO8urU_SttCsesqa%@LGD%{q zy*zya&R${c~#VC;jJ{PVfGFtef=4 zt)Y@O!isKJ^^}|?!I2tICH%nxR-q5?=XzDYcx>0>bXxh?zWHg5_CtqlZ*&C*ixm}% z#wVDa>-e2=+)1cUno0_;^e&}sj4y8>QJC1c=y_@Oa!kj&V8Vn~x<@=uMcIv4;63JG z=ea~dX)OLJPDWWaEv^~w!#A8b*9xMHjQYSxcsjE%mF5-caytORHg4nNg(} ze^B3jxX*yF?i4FeAa6klRn7s<9*@4El6Ur2RwcEjO`>L$pZ00C>g>p<3}1=rtM{Kc zttroWh^tpI_&Or4#Bqo}XZi~>v#^muRLPw?bzM`rxA@YRp3HpRmf(Ie*1i8j=+lV4 zn^mcO)e5JRiC;56Y2em$7~aXuZFV83?WOWTshcB%)P^f5NV>u>YMfP5SOlgjH2c+fQFpTCV4?Q;NCSd5x+q zQRh0_1K{g>Q=bVN{BKFR_>)=DJeDTwx*+IS9@O0%svA(3^1wpAXXlN;)O)9Na}0|m zY^6h=Ynri09amE=ykf~6F*cExdbF`oU^VJ$t?)!&8mYL8xRmQ0;asS~N5kbD0t1qY z?AAcWIa|VK&k6fdRV_{1w+xRbPAn1>;G3m+hNzP7NK?+)qLX#)v(>=c##WYFCd8zS zk3y_wwa)NKz1*YurJ+12gh^U;vG`!ZIn(8jYBhJIUY_&Z8lYhF?&X!~FFn^peFmb( z?het3w7okyQuLCyhnJ(~Mai6RU(did(SDhwZ~b4a+SvD71+cNtCBGYp=dJN_ZEy>z zNv~2PvAQFaDE{z;MsBD0^2BA{PgCyk-QCJ{&gS)*S~lEbtQ`7G)O7fS<8Ae?Vwu{H zo*VV45}bJ4?%3Z~%O~Gieg2smZ~0RAeA4!LwF`;ci|#MbP{nkTjK#j8S>5^0k(!iq zo@aD7pAyd<9^zL+EIRFljXRsndwaQqyc*>sR*dH4BzR0c=bxNv^O!7jz9*C9}do_|v3$^CxZYR`OO#9@cG`_q&TxQ}p2 z38e7nGZ||!gz6kEF4o9e)$Cm=tHV3w&O_j-T9GZcCwftcD3Q7Ud5e%`)a&5d%KM?6 z>XJNN77G(gFI9Hhk|dRJ4y(IO%qPwDR!ULN_8#dXtpgalEI!(}aKzM2!r%_;R~gq~ z*>dW6Z(7&VUi+sNWZBdK52X8-oQ+aQSF8`m)#Jr^Upenl^|5Rx2U%6+$0YYr9~}pZ zCZESib2eQs5Hg``mf1@aMaoC!Ukk_MH=cMa-m)S7WPZgZv%w&(+&VuQ@+39&K7ZS^ zYG$(40NV|%6jdhLOe`};mAsQ#hC9OK$!~T(TiR=+=9on3-Y5ETWyNE%FLP;bY~)+S zm!7Ej&gahbd{W)X^b7XqQW!apiY9zZf2t`j1vm+ZBjk{=C}>-a}q7aj7i1> z)ggJKW$%$keETTd*z@Tc60c5Fr){Or_Y8f7tq$O&r zIZ;0o&0q!oH}|{e)bKY%_%}QvOqpTL;|;pWX`0@s?%(UZSAM>DMKhyApb>v)h-l3J zTdazKqlW`gFnc#i{_6ATFO_;CO*b?|&hc`)W?dv~RBMTA#H+Z`_9kga)v~s+Fm_Jc z&RV)#Jmgb(!$;lgb!k%Ew5fGj^H1B175rQ|DV0LDtPUQNbGxyhaC{=IPcfk)HEg)5 zdnMJ(=cJMKB}U*-j+L@DJ*PIorxrrq%6AGIH|ERF+qVlvPd;v{npm1SG$Ez$J(?e7 zB{|jDpL8HTz$Je7m)_=A+NCBu#OE8|>v_@jUb)rt&T(pz)bsAUG<>{H_on3P52GI> zYF7C_N~Y|dTlRE#eBq}4O}+Rkz5_|OzrLwybA5Qg)6bhe@R;y9X3EgmZwRU<&Idzx z8kCTK8D%|sbmN`s({7uMJDu@d8zYBQQzpqPD`F&UOAnvebp8oZb;KS{0fqoo-A=|S z|F78-gC#xl^Fb0@^7hJ=5m3gnN_$(Sj(B}h^yZDLUJf+qjAV6@Ymzt>4!l)qnAuiV zkMle4SXMEPl;SzP-&QNEHEc#iWJNjT7>A$~fl{f`H1XJjktT0O-pm*(HGid-%f<|@D0V}Aa=_)0J3HU4kOb3qf1xx7RjOgpQ|v=teQ z$R+Ti$>wyXuAeuxXFbW=v+&Yn%nb|g<*HfD;;Boxk;@)T^!eii24@_CnWVyMCZ@2lM+@8v)CUh&C# zQyQacEBv76*>#?UFtNM4Zq|9(SceKc2#sHgaO9EZ2$GI&iTW%l+|#A{@tfo$jsYp* z2F}H}>d6(JqcI^9kF}hf9?%;$NVB*^q8qk# z_xNMQl%1bPa;{KLbFEwu4?L;1FrsC*cN@`%kWc zse3Cm;W%+6fZlSK&`rMwdeYB>dP-$1XSWpOidkm64u8Aa-9^0G6V`Wmmkdk4B)#yk z$muJzQBOU~CnZa34(U?4**M6IzZP}%dAPLP_?lxwf_(9nOlia7V)fykJ$@9O3R9V` zevfvCvUT#wCsB77SI1^D27Md5b?8L7!d5EfCZVN-iZHv?{nq>9pVk_G(YpF6ee_jN zToB#y_a@r{UiML5znXTPE5X)Ohq7Idmto=k!O2*@oNEV#_ssizOzY=#zxFsZhm#_U zo6x(bpK?T7`0UXXt1!V(`HxZe>OLOy%zq(Q**s^OSIt-d@Lv4+`)sGXOK;B%CXtEI z7;kUeTp;<;f>dC0SN+DIbb5-e6QiuM#gZS%yPhp`5*C{@r^rdEJJ4ly@8oKb&*@Dd z*(O(C+-X1k)^npP#mACDTXE;@RxIt}HXA0J%`YvzZw#rv%vU3u9}_j-e=t0($d$q_ zap>q<5A$6UnqORnM%*;W_0%G|H+nA96?P{zO84vLzvzBzD@GXmiE?7QtVFQD#N&Zk zyvd$p`^e}*5_0r=+-2{$do1&1ob4+Po>KJFn<>xeE|s%ewc*8A(o8&VApWd7yqkbD zqRC^S?JC*(OB;1YGE_9H8o1u7CtlR-5vdR7OuL#OFswi9D#(0l>H+OUUt$Q)+rHgL z8Rs>{X1J&%N-6S;os=f14rVUz5>&rgvA|*9$nV+WFVvUi`^KE%(^)z`*K)18J)X}l z?m2@0Y;vbVv#n$K$E7EyI^S0Hr0n^UuuZjS`z^ncox>BCLfo8BKYOea&6rF!GMCmq zwCSD}O<0S$xY2CXy)o5L#V-|i0t?ah^1_jm{?;MD&%(ax$!Leh@}w5 zbn?BoxHu)yFK|A8jN*+e7kbW1jw?eVS|b@f~DlI_*6^EcjD zR7_gc^SCi@@LT=hDWd@AvEDP1<3lBc*Cx7NBvBA~ws(F0G_vzqdnosLbEZi0U@2h%qnG;Lf0bl&=3#zv~D@nZ2@p-6L5^r*nd0dbx z{`E7ORG#t8j$RkVmJc>{N!#{cFgsRRL1D}NX{N|adF1xJYX6?nNtcCOd#|aDeH|N% zR<0CVRi<)3iQ;Svy8ERd>+A!wJ>L=#K|SU~6A7ng&F{R|C%;*p{5cWNxNZJ|d-aQ= zPe(lTvI;vKJS)2jM;S--Gnvwv@TJ+@-rv)kSh!XYW*-09dy+OyZ@XJ}Ur=hgUGT=a z7x)o;FNVp3z0xwc3r1N>0srP_iCt4uiVpcZ4R+f0*xZU)IMcl(z7bz*TL;gg?v|4* z@9h!I6D#v%9xsK1oqJ|ambK#DV&ObBMZ5f|e6`j0y{>!XWHIYCd-o%gbTPK20a#B>8e*597N73pm&WMYIZzb!Y(7*arzpb(hK{qbrUS zNht|P$sM^@< zT9q40{#w$Z@9B~QA)oo2KK}G<&XVWtjb6#(){kT6CYrq-WHjArNzfLfoJz>4tr{O( z)p38qm%8u7X5y#D=@~mGi(5i=l$Opab{(A(HG0vNQ5?L;c3;)C=d^i|^^^=NKgL%lzpf%`XP9JvekRmie7xNV#0ES(yfGjK z!zwD^1E)Rh*o^poCKSO2;4G+Z+sF}k8#Vx!z(4Tt9x%p3Yyz$}lLGfQY`FjQ$J3y8 z0LMT@3?R>fvH{Bn0?`2k0w1vzu^BAloUM(yfsLWHDS{NZMF#wB0R9|J&8|l&6l?#>PgsGFE zg^j5RgPDV^HG`dlg{=dFp@HE!Cj&=g3sW0oQvc zbu`@Veypa0shOz*m{H!w%+|r$(8&UWU}e=&4V0H% zYoH^8lY^nLg^f9b5l{yPCtC(bJ5yr|GYew|{{7YrD4rOAJh5Roq@lE5fQNxW4j9xb}o80BFoBvg>M6TDK+WdH@CDh>tE|kOYxxEV7e%QfS}#$ z)k^QdPk2_x2M>+zoiwz1IDO^#d&!SPe3z-h*ef!tvsmK?sy17hSYB7V6RZ-#SEcjr zI;;AN^y#XLfr0Wz<>hNkMlF(ab8|D#DY%;^zlxnGdagnJ!14k616^AYTOC_=Tk1*e zNy|x#Nh^A7dMbK%daFdY#9fIy6RixGN}Ng@O4>{ImduvCGjkJcn5(L5<1%)+|Ky2F z=vPJoVL{cUnwyE*N!%Lb7D2^{q>8x)*A0rrhK1j`8mH%T<#g+W>!fEXWV*DwS*3Gv zcIgCICJBCNS3bZ`C9ZsLHhA{N-N5ac+tusife%IXR=s6uzuRl3xy^i=nW7=5nUx{6 zrLIw-Y)0kRx5RCsZ7P)wl{^|&Dckch9#S`J*3{J0*ITFM3cHw#?eWm2CG`;VNd4OW zb^2@G*LPx+OICz?2u~2cpc$imPII4jgjR)ifL5Mnn0DN`{n?J{v-&rT1K*vfcI?R{ z%`GY_BE2!u#pqK`jTTaZ8K~0*v5R~;UbkQ zhbyJ4z)H;W^0G&~NBXxaL{N0-JzAB!jSQ@BrKK*&0$(4kdS!k^_gt2)vZ;Y6Js`Aw%}xyUcQ=eC#SZht+k$Mk}Y zYdiP5C`Ha9>3cUSIcx+Uvlv;koYH$z*ShJjO!z%b#s_?_nRGHsbc*j1@t(R**&%V% zjEB1?$<_Enp?fkxbd+svl*Rbl`+0a7Iafj|IYZjpm8cK3S?cbst|fbWYP>kfMEq&+ z_)FcWs?0I%&d0Z8Ya(K{`w8jf`P_P}5|fu{Vo~YB@=TU0>eH*7OjE-yWle5QUHyCo zlD&2Mrwb%2Dns(EdGF^}M+%*IXjpvJ$h78Wy6%yOGjyphDDRp!MKqre-e`Ph*V4no z!ELwSKQGDM=D)8_%VgWvv`sq*ln!hqe6{5$_5Qlj^3zqTWZwJ3FAnUAw0L<}`_09o zjX_rjcfRMpmX@evBDAEvKqi;LtLeeaM|qQ1sr1jmxzApq!I(p??3-|Q6@d0s@%5k&>!#M5F7_^ z9Qgl`1CYm$;lAKW({$hujz4YK1=fj^3h9$8M#Wn}pC0P$cGv|7$3&9r+!eBD4lNp> zFwmhT1GvZl=b9tZR|GgwzB|MKe}@xT0LtM9I#UcB0CxxEyaTlmm|fG*!NSy$hd~y& z3;AMfZO*v^E;?Hmz^i4#;Cj~72Jldsf^HYcIpt*Q0KkAJ$Jx}8fz8O&5l9C3tpINc zJA?6ALmP9TFvN?)Lg7fiC&+>Ie+WF-@3{pa4hFcf_|RGS(tzI&30Khebxiot>j^#)kO{|a&$*l1+VC+b0iHxB zXA@Hd5j&Xa4=zt)R0b1Ma|csXM*|yM2dA?LB4#l0AKjl|6T#xmO>GVA0206@0wImJ zalfj}F-2r|fLjm8o9IE`?rwWS1C)Qvzz%Tx8JHPboXeL&_MC0wIw=US1muDLa85WT z5@X5rxI#9-?T`~m&a)t14|*3r?z2yiDFfv!Zz zor!#=j))CkqpC5v@J=Ax|A+rK+ytNWS^)bO7?7P4d5!xY#{nD%a2&vK0LK9w2mW0g z`1z#$KWw~mcKp$JU3!hg_QS?2V0nDE;D0n;!CCDejaOhsA7#C=fw}%*y>3V4fUQ?k zLq}k~{qGpBL&8-r4r?5f1q>m8^iH5W6E;sxq+PlN0h{#V+@qXF)zyz6I8e9nqVW(G zkhMwKHN*H%8?R>nH{;dpKQUg-eqp>GL9tm0ejfjc_1Y6V?10I7RR;+DENI}Y*PpQk zhv7JY;{c8WI1b=A@UP~;n)M1gpW(k<-(9aL+ww2EUQr87L*F4SQ_$E0-C#)XBlS2E z%|gY9jQ=Uls=wWF2Hl>m@k6&~W42tMfb7{;R4YLr_88!s2HfYWVJDBCICdOj$p!>6 zC&U8SAG;BSb`_xrj-VP4Sfa?c$3OGiV1`<1ta66ef_j0WTI2~N0wL7>g90zb5z;OV_0UQT#9Qe0z;BOnJ|Cgo5cne6g z1vG@#{Nb-q#*7~9?G5}dVyeZCn|kP$T)qUlB{zCxKj07rR&T%_YdpY3ybRe+L4@@e ze{GyHqMWC8^C%xLY?Q(=iXH!{NX3(3o^#gj7O8H))e7tb|U{er|;irUd zoIXdj1NL&m@kRRX9T1b?hT;Jw_dumB6zM&OZb{%H>w)(UfuMzE3ucbaTEdhtx?I6^ zJwFSZH-g7~tOaD@xHZXZ9Kl`TIDq2-jsrLj;5hK_FVTyLUm z6F33V<@yvgx32(OZ@2#k*f>X-H3r#R@VWv#RbUkaAy{*~lN%5jkWpr)EA{k`ZTYn= z3z%(CfbF>7G)e1VF^37gvEG z2c5Nc;08hjLhi}Mg~PV5(}7D|_+1=;tbRPOm+S#Zn6Oo_A$tjU#xpVm@7i$~THV_Q zPb`4Aj2d$6Aft?o;ng;9+!Cnmk17C&FxmC+f{nG5$g85%AD#B_G76;JqNm3F#&H10 z0UQT#9Kdk^$ANzX2mY^iJTRxoa)&pj(GfZN(EtAZj41yxCHC^lvl! zmupr~3#(bV*OEZgJs`=fdhnbFa z(=z}+ktvuSL!AOag-QU&g@^c-bR;j}`u&<0 zz>pcm-7kAk8V6N3ctMXy(y0xoVK_8|2FAnS02vyF=YVOMkN}z5U2?=G@CgB?Hta^kONChYeEWt52mlA_18ldif|+pP|HJ`I17u{6`D2kTKA=)v z3vfEPFRtCeUEw%@;{c8WI1b=AfaAcwg#(biNHANmX&VBZA0b9)<~)^$KBdTjs0r>= zMpy$V1>(+SUlRm)-ufQIwr5lph>K9#O#Jt@h+5#15;2^($qo?#rB%N(9D)!8E*TIJ z*VUR4`M~9FM9{ctCvbra|6Lq_og+pHqvjLK#I^IY_a z%`8x^jw@@tlu1Knx`c}Lf6OfWsjbVXr3sUTG9fFD!C46JzB)C=W0=JDMPfsn~Z zWy6$94Vfr1@%JejB$26a zI}iMN`VOAV5=2b}f1kEnvznly{=@0J0eFJxs%(W6a^QYd<^=)b4p2B5!t#PNDKu~= zMTmxrQX+I9RJ48mJi->Zq(CqhlUzg;0GG6gr-zS6A}#}$B#3CE$tVQKPD(_0%18%v zN-8Cy*(q!gaRW;5kRYZ6xWI+~E)IZSPa^`R*S>#$4E^JJ=YaZx{qOt7_3WL2FR3}X zGXNiBGj(*dHnnkL0Kccl!=Q22!jZw+&>i^jp7A;0%W({9hZu~3Z;&~eIyiEHKMcXI zc5pj67#dqaSr`m$On7Y_z*~;a*4DsR(U2t}L?`cE|M@C_~z}kIq!XH{A04*y(QGu2O z>;kD&B2$1X05Zrvo&Yo9!f)ch&owmrf2^UG42GQfu2}4HAke1H!a25{Bmj?sR ziviz{0SDfAP(UxA9|JCc0SDe`P(UvSTp|Jn7>D@@EGUKojKl2`#()EBmVcUF6ay}X zhQoBl(Qufq1O^;CZaX$<&54EP}o_+bpV3ysCO)br{X(raMAVcQKZ z2kvj0XzAhpsfC8a>ERVR=;fTkkREglg8@CgE)xC&u7?5F$AF*4fE!@I&tSj}G2liR zaAOQOWJd${(A#T@mLBG_85$1r*&G9Y76T4BI)HmH-OwWBl_gqw7`MWJpTmG#W58|D za6(q31!ao?x5I$jW569S;Eot@Ck(hV2HXV=hwVLAG#qZ18wT7R4TsA)kA}nLcwoRi zG2mVpaBmDaFmi(e+#g`N7tnCHANr!b zpyEG^fNbA$B8!G5abE94Wn>&07(n_aValiqeE0Cc6wrN>eXmKNThyooaQrYn|18Qk z2^s5rNXHW7nvn*eTj!iLcBp}p{!Flu0z1?|&37V>Nbncb{=r_f3!t{1v!uZ9ven}+KpX&m!$9*k*@g=PiNx>uqHH=Ea47nghR< z1bEfdl*w-qD#VIQ*=p~Sk0S9N&;Lzu-AYAj*-8>LE>?Q8?=rbdFQY> zvMg8v;MmEvuX(*B07F?Y!_Orl6D)oGC^i@b7}iO`b};jLNq|P%>m{KV%(7k*`XGAi zBtZ-WfO!pg6nnwyq!^e97k(25pwr~wj*bWPEKW#kX5>&?VCUt;1T-w8QwxC|YHR?t z!aJ|Yu|tg$pyuakD}^0uTmZF;HJ>kFhZ?xZAv|sD>#tSmO;DbJAa40vRcQ^ZO4Y0a z{_u6m5ESh-qe8EtrWL75;rgMf`KPKhd2)z0smmw&6kcSX*Dgx#=4L9Xb9etM!F0k4kqIal3=G}p7zMa4mH5% zjX0X@`X@&}l0#h>fsnBItqR};tN`?!wrobXr9x4(*A#$~7~dD90)Xp>s^*_6fKa=i zD}cO-=ojl103hCAfD`~b*bk)EDFAa2Sg!z}6$$&0wiKiQl)=pF6#!&y0mc;KTc_0Ad9qLC*^={4Nea3IOitctFqk2tE=-KY8IZ?1-cUKux9C ze+zb~0X-UVo%9=WYc4oX@zaxap|>A!Q_|tLDu8lW0c4+lGKsDL!cer=6hN3f{u87E zfa~{H6+oEN&lNz!bo{&Z3IG`9fB{kfkd?9C0)Rg9yj}qqfoTDg3hXeD0yqK!>lMH? z5D;3Y0Cdq6z;1K}Pz7cI7CFEcfM3N3G&u>vxbPb|04V^tqvHWR>kOm-I^Wx~{Mt-z zLRH4d`L_y5F)SoW3W#cSA<0G2UK0|Z**fOd3klGl z!2k(K9(cu!?5)t|M+*=@O_M`10leIPl!><>0F?24-aHlLH((VL0uf{tUjtJBg@Uh5 zXx@AXT}XC-ZMuQ?-Q&=-mCzZ?gbTlk1CWrw9UTwoS^L3;X`2E-Eis7VSBoY9-SST@TTle3UD7&SkDa!GO0h%C{xEi^ zf#VWmzg#R$@T&mS?B)a|vC}qHfSOp;Gg<6V1AQ^vOut-i@((TmISEh$^$NVKNE5gw zCUlX&PFuAAYWZ)go3TSp8=#h_?fMcs)J_4^S`8*^utQA;phmD_gcuZK?16e5t))ekx3fJ`Xh_xBjQ1_HQn@~;HI0t1aOC?G8{XfbgCJakI6 z6|Y7PieSoX_8OcI8KY0b)?EDgplBwJeIII21o{01kg6IQ6p@2P?MIdeEhdfyuh%a~ za0dZ~bzhcCgzJZ@=J%l#{M67zQt!&oMe-@tsZ;Cy6o5+s43J1xfrTGg=gr>+J}S|5(|HbH zT0n|H9CBQM*4Gctyi^ca@6Crigk0;U^JLNe6fIzumq_IVPUm$JKPUnrT=-2KfJ74R z=y*WSx(11)zG`*auZ090M}UDh@V5#{IxHlvMf$*kHeiX|X0XSBs0o`diuRh2oE{kT zLJA37zrQLZzCk}1k^-iIB$SYV+5^FX?D1>wEpYh*5TK8aUjwh$kd8R$qvK;Bun*be zAt5;g0)Qt3tQPdq@uwgFyy~FWF*pfM0D4R^kyG5zN5_f5w1EF_6A(d@VzMAmjtBYw zKp}CLpMrcV0E!F0g9DI|z#SbA=vg_CS1aH5s3msZTj0#8^9vQFUyI~8*e`(aJovYY zWGXC@E?X~@p^N115G3t2k!18~bVrILTt8Gb|Mb1JJM8Bosr^+YZT))-c%y&;63H`Q z;rrLUx2}P}`bj8oFaZi2sOKP&JPZQsC!r!iVErLOrCxbPb|0Er~r(eZ$uMG8Jo#4OYGp;Y;88+0%KT9v~4%=vF1RnTuzrMF;Js+$*@j;=~C zqG+$#8$Aj=sQG-jexTX`0~{lNfy(X29RwGnf38a3$>v9_SEYQvQl$xC>Fak8xPky` zf*<;v@hS)a!(sv;!tH|xnejgmAXN%?bUdJESwO0EVGkYIFGLb>_WzyvR;WmT8E_1C zSa>cAT&}VHw+rx_bDJ0ycBq3J!q!s<{jsK+HL<^-4w%P(r|qzCu8-lip9iQpebe2F z9crL4lu%rWrI(f$K<(7Sg3G^X+dtTgd;n_epW_AKx46+;dXV}*IUD5*lxy8FX7!6! z{e%6(51?kVIpYI%sQClb8Wzg?u|w@5K+Wm7jwyDiT>_{zJutO~npysMvWr!VWR{?6I-m9CjLoEoP#_dPxgB@zY0JXtj zkNw!876MR9$SZ2W4z*B#+O@=*oxe8g;VtM}ZvR%ZJ{C6XXTtclpqur&DB5dgz4hs0 zE2M`6uHSk~0chCwfNs|7ru^KjkK0KHxG$BC0y7Fn!OVcs4i>rQ+24;W5}J{Y0k7B3 zNP`v;f&pc#few)+5Lj>4 z(;tLnJD7RBkl=RDgDm>*4v>(*9er*0{N2q3$FTF>3J3U;DB7cn9cniKYJpb{b7F@Y z_+r_0t@=53sDTTs8c#n;!49=JfST#UufD%lrSR@__w?VYO2c7Qy5%6nC3JhE7Dana zmG<1H2|%h+xPE_CmDXnbT$S>B@&ZQzLH5S_2^h%UNCFF&SvPHo+dU63eAaJO03omfI7KmukD_1U9pPB z&O13B;P9Kty5GFFqT(S^1VEA5&Q3D$XCEDd4>N~nJ~pHJ0gS_oY0z9{vr-aDCv_A?Wy4WHEmzXB!5b2m`(y15S(qC&7TD6zU)91FJ&x z`tQO}4k-qFHwK&x4TnEo0~tQRJ#@MhXz5`-@4r^A5LW55|O;CnIP`!L{)7;q*GIJ_Pdz5Xm1(gX9;P(V-5hK9p@W=F$eJ_Bor zpnzTuYLV<8o;w#>dg6V^o(#AMekcdVc`)F-81VfVa6U9#w+~4da9%(Gu0M)d~e z10KPj;=sbFA8-;%SQ3%=Jgg{C>2MK_12_)gIDq2-jsrLj;5dNe0FDFyCJy}C0SI}& zf#!OYqpW0jSP#c2R=}g~KjRFL?R!q7(+=9*9te+mb33v$&>evFDB5cdK+>!DE=UI; zT))5S0IaV-wgVn@!f|87<9q8JfT&RmNzt<-ZQvO*sVC^g&i~A+jU8$r8xGrK{pJs7!OsBnxX-oEM_{LIpdWwR z_K&~$JUh5;pl>sdSQbld1J!zk(O4LEI0?S4+}-eh^BIdUC&BrVlBXqKu+uhhw&eEJ zxof|m_7Ch0f!hYowSX^g_%}GmvPqB1_!rcb{_{OPFg0-IhU@5)A?#2CEpl>!%0%o? z1813}0;;!RhZ;C{r57LUj2&v=jMzP?vd7q=2F|nTp5cT(Dfdt8SAu&V15hr-<^U|| zds^kAEKzBK9`5S-wg$qrw{d)r?@LFxZ?8vDsB&+sQfDWRB)Fk@8$o_ zz4uhrt*YDINhTzOE+swp-cz^kc9whYx#vuMxYk@x!QScCe{a7cTZ579q4R(I{k_s;T_L{fZ=)Gm<>{Lw|oq97#T_z8xaTSMGnp;Sx!>eeEL2Xa7ANNj_g% zGOmzhinUhsn3*r#`5lF%dJ@lUUl8=92`NJb5k}=uS`^%qhj*{%1 zE_3&OMaeRwl{@NW$%F7fEJ*nvNtdeBVX?72R*)5Q?e{`4*6b9Zn92IG); z1d{MV554F8;4@>lJv@Ai*4PUk-~Hz1C~2uX6CeNCenm-_QS!yF{qE!9D7o-n`Rx!T zZ+rXthD1qjU%M!o`7Iq+WHM|t!M~fY?R$oaZ{18UKo=C83)_?dqjnmbbSJOhA_$;0 z-4qdC*j#F0Z^VD)%LoFM(%lmgRZV!fgvxvOZiENA{&l~~96_%*p+n0HAOD&EM=y1r z{WJn<{)<%odCj&G?E*XZ9C4pT zuvjv5I4qWo2u}Iu&=L2i|E>2Hly#o{H3CumUm-stShAQq+|dZ|e*Oc`pr zg%?IK@lpK0nr1hO|8J&OP-%eww-7`W|Cdw7MIrwGpHIEyS@crp*-s-7o&V^*<$d(M zvm*1~n*RS^dL=sllkxc%^dFT5^Z&Z|{2xUb&k5)M#E;DEplUnMej0)3{A2Fu5%~Wh z`YSsBfnp1Y`Zq3ioE!8ELNvc0lDEih^vE*7aj&Du76}RTp z-Mlq9Yt;*`wP9pz+^Ki>TjOqRXEEnmJ5fQ=t615dzAkH~P|Ovqs#}}#YGu4cZ%lcm zk~c$N^ibf`0qk3NVR&L=-wM0GFT1jDsBbXaKbRfrxBG^M2Kxs3vUXqJa=Wj;r!cf| zY*)SJWz#7y zP1l@CqvVTP5o>46iI~Hoy|XG{maZFvvk^ z`Y_94!$8YI(@?9@w82(Lh=C9_W5}kw-bt@f$pi1~s#ltw_9}MCsb^b(c$FAPuI34P z!D}({0WrRIrBR-AYkIvUhn7kNRQ{O;S`+<=fciPxs}+IFdJRD~H{|k$Q!3VHZO8XP z(Fpr{v0ivpO*zGqUBl`Si?%sz6;;^u0=^id5a>vr$OI^rX<7uxWU*rV#VcGpg@EV) zDL5nnYQ^b7-L4mEu5YR&=h!(=EFx@a?aVn9yW$mnw^c1@YaNKy;#(E3I@{k@ZU@Ys zDml}(KU1uyQBcu8G!FIIAk?PTQ_os_tmHNFHkcC#Li4WyyKSdjHGGOn%Z(<5esQ|& z7|Y9THld6)Q}#f)Y%snY7N}h+meUBV7@&O3nRY6enr5SzH;*3`*^`YaL$jwUrD^bn zb_S2&S}%}kxqN^)xw=RApSC0mwwiYu0Rv2tW)t6RR$O*=8H!8h5uu_cBT||XqhU`P zKMe>Pi>3f|FV`9%*GS=zV%E_y@VHXn0Et{C#AcwCt$?bov!huh_1dgq7|S4Fm1@EC zas>iO&MtfT6lN>>QE5%RBx!0!z`RDiRK#LvXOULL5-pk*Rkg53$XA72tmH_;09Abx zX4Tv&j83^Jaudu{vEr1bYs8gXz+w=l?82mHS~QS*1Vr64Q8>R)wW}oH8+ro*XV?78 zL5`i8kz|9hnus-#hnBpdH4UlfniKrG+mzvfaMYY)rDa11N1Ls?Mzs|s07P?20D$I{ zKmnL3!K_owg~Wflo-OqfW)a7fTN}qGDw|dywlP&=SSh8Gu2Z(1D~jbto#YA=M9zaS zz0&|7WRnWSEWzm0fpU^LlOW*KY2BrKNx^s}Fd_h^18I_ZN+n^rJt-Dwa~SN1Oy2<` zZ_`NJf`XkdPJsv!*+{7b(oUV`)^>N*jZK8aUaU6+(M_#FmSPia81IrZ zOXSqp$&y!@ZuS8#Hh-b)gNqvLhcts8Rt@V;@(lCapy8GLF7qTuXnd1Od{ACv1Lf`` zWo&)O$L7}*PTEBX2c{($ficc6!w{n9JnZ7q*9wFA6>p{uuo)<9YGuc#U4B~ENVv5f zv9W6kL93%FfS@~q{WtlLVe*BD4Vqc?448sKAfgva870MA zum}ue(5OvfzZG30=n^MANaSu^pSM1jV4;-yKxlL`^#I|+a^z7q#Z<2wczo$thfLcSs=!CW39eG`}f z>60)~zLQp}CM&Ioca-6ZibKWtPP{mk?<9eue8*H8a)l&>&UX^!%vjP#I$%rYFX((H zUcb(F5~X6VVjjUb--*AU%6Ae#8sCYR27D)8p!1zXsgwmZzS9K8xC9yHV|>R{RgCYL zz+!wS0hZu928fXF7yx2?CmqUwM4*4*ej(pUyv%$jQIO<2=^!z_lK|5BPP{n5cj5qX zzEkUsk@Qr)(+n!)I|-;L-$@q6_)Y>K0_;5(OIHNtP!0 zPBR$e5@eLu`HrzFo$naIbiR`Wi}M{5M8J1U06O0>KpBuI#&?o0E54H~Nbns4h|YJC zKpNjk6vz2a0wBhBP~HaLX$lqaog`F*@1zv!d?yJI@SW5mUWCkd;tZDcZ2gG>jqk)u zlYA!?BFc9X0BL+D4wS}s3@|$1i37#?j=4PKJ568$q));``A%A?LYcIpB*BYA#rRIV zIF;`tfuelJR2p)HB!td)66HGIF&3M@p!1!01v=kJl*af@ygbf#Qp#ITgU)y2RRnw| zUZC@xL}?1&X#!(hf{gMpzGJE?#&=9$F}{-kOYj{7M96mx05QIk4rM^1INwRU%zP(N zkmNh*AThp^0MhwRyg0#k;s9~Jlh{h6?RP-C&D<&EI|-;L-$@q6_)Y>Kk9LOKu7k@SP-7gzuyj>U<{& z5b&MUB3^{dcj63|_d5fL0*&v)OOt#j6(Y)a5&&s@Ck~XxcMLE(--!do`Hs0fsj=(CRIOBJ=Tr9p3FpG1@Qy z+s-5zwzhl$7nCYw<<<^t4W`Xr#bDgU?SRd9&4ZCp!6lN^v|6^5ZVM=&o2EhK+FJHJ z0K^pugPok}OaR%aYMWK`HeClXSX&Wb)6!+K(ZtYA z4UpfM#8p80et6<#s+Ej$VR}7XFyptP%)JF0otkuEo;f8hYox63R8TWgYT)8J8`*8Q zs#o55XbFX-+fHRJt;2Qzi)}&4n*gmES1a@nwed}VhfCKLTh->*4HQZn-vN^2ABu$`cOws_$JgDg?Fi?n(Eoy7o^Pt9%Nw%sou?meZkd?TaWwEe~fN>_- z24EXKOE5`uwP{SU33P<DNND;86_K-;ihek z!3IpyP<0BEG(n~@Nds&OlZ-<$=}KXeZGoDRQmZ-2B%9V7Fv;dn0h4S27Bb1^fXpPD zLj_E-DOkuPn}UT*vN;$t$)->($rH~;l1ZBCjjmv3k|x+RCTW6AGD%oagQ?EtpXvpAD%Qf&&8Yz7@+d@bfHok=#SJK%k-Dh>c!jzoeTF|L?GL$H^C&$4Nl!jHfc$~`&ujn@{b|suw{#rOw!QY z6eekajFJtsqG?-WumO`aRGq>kO^|6!(g2&nB;$}wJX4rtTcBp7)M}10$)@!NOtLvt zz$9CMg-o(JAT!D4Pyv%{3KlZSreGnHY!1duvME$c^2D=|WRj+Oqbr!1qzN{SNt$4j zOcM4oZR{kQKqZ-EyTAb%Y4L)_BwN5nnWPakg-M!VnOg~Z(+ViS$CiN1BwGRoOtK|p zd=;8sh%resV2nw&1K4s-lT5NnwIMrgtKK-1Y*upwww<~I-q&Iwq%cWSD-ul73`o30 zk_34$Z-R`H4Q7&U!ZMRIfhU=y5i*5InqZSmG6BiNGsz^|12rS1R&#_&Hm{eNWD6)} zlC8i3CfNc|G07HC%p{wG1x&IzSimG(fGH-~9I7RG;@Ly$pULJIRFgXb6?UB+XT7z#(yJ{({aVo5N~M(gd2uBn_}SlWYML;$thofJwFj z44Gsr$iyl%z7S`UM!-0eYy+_6oTe~IbG2zqvI%sA@kw6R9&9^pjxkAd#Q|W;T9ZuD zP-}80X+p;+*$9}Vq1G5|z$6XeDNND?nZ_gyuqjM34#~tbg-NyrYDP+}<|vbFT5rH4 zn?nUmvISVkB%1>=lWYzZFv+H1A(Lzh7Bb1^V9X?&LbW7MJR3;5q%vvnz%eFuQDFq!D$uT=i;NEBt6P zmXg=~?!KY!zU)L_-?`%dR4HXHr_BC=bB9*q|I5~{A6=8V^QSVhln4{^m5*1ya(HI3 z3@4Cx{ameBC7=Exh`<)a{GebD6Y$hezUwV-N{k9!O0Y0AIX72xrs|e-@GYFPS-FB! znRcy7w+@f#6@&|@%{aAumo@3+cFR zOVJ8cLlDydt)iM{;9M8wPT9Adnrp%JJb71_vko&~{3!}oi3SI)4_?P|2w)Nwgmt%Q z94)h8EGXUr0yPxt7Wz?kDsBTV1gT9tnAGh0j29hmzsDNS!M!?$2a*GMP^Xux9-L6p z!Y$2Wp}>iH9>bw(*S<)D-eb}Hs)4OzdT5qL5e>mYc!_)?hv*DTG2qKA5m5naU@+?QYN%``7OS3Ci^kEfaEeET+Mm6SH#xn63rL5fT^P} z6Wn+>@dX0x!~}T)ChP$CGOfd$SFSb?_o4@pbdHkvHiET0E-;Pa#u28CZrC)od3?i` z&Gz`n@WwIZ%;}@!KUKYZ=IjR!M>sGMPGs}&rZLeRA`sLZ-Ag|jzEA?vl@FUjb_i$+ zUM$FjA`u&jJdB6rVT(*?&N zO>wz087p(xJUrrW8F-EUe8cgjB$#8fY6cgd|h}p%eYi!&h`5XIBDf$B}!B%?7cj z4&0=#6I%@EfF)hM%g$R%x2>C4Mm$ikWEu~OfkX*-V6PV}r>=r0IgpdwTyd%henT`2 z0hTDf0`nev!^5=)1jIqE;@z|}$@f^>D-dI>iid%Llmwj!MO%V2Kq8TloggjYeaJ2| zh=N2crUI@-d^?92P52Bx=@6wB?LvdQnEm2!YC9x2+>a8mpw>+c2sXNIVz9@uMjJxx z@JsFtVmsA{<#$&-Gz*{aQu0Za;>b)wT&Wk(+34Vq?1G+9m>)35I)7b?89~6QauM%i z%nA?*vI8s5vCt@=cw<1Ay&70IZltJyR+tc)6fJ;_pvcD&MGhIKpvc4|Xq7V|PNTR) zfp5P>;=&;QeiS?c|3Cg$CI3^0Kj1ugrUCztK{1W^778O}Z5DBX_8jXMaVp1ARnN zRj>rrq{(HeB;|<;I7U)NR8T@|Lhkt=nYsakP;qBuH$gfL2+(aRHX*O`Ho`2)DRrlEkHIg+ntQg2yS5<6*Bq zJhMm&()L;?k}h#d4HuI1X@R=>4N`Hn>5zfc(LXrbaV&UW1%Y9cXd}UTH1LYeIp?7fBjt%{J-`+ z#j_0f%=}+PGR8r=GmRCPz)f2A^k2Hx|8c5xBdvKtNjmNg&~PZa{B<-uQN5^+we@p2 zgRH$#y|Wfg1x?~T7EeOUN>@W1u+l_%?)_&cAkr|-K}Plq+l$zKBhUwdZ+|3CSpXWV1p z{}w(;JV%M~LTGjBlX**cEX9#FF;|$j1mq(W*XcF-FI^%byEhhfv*C1jHAgR9@?Q|Qv0Hc&~hU&GH zGSsQO{4#yf_SiX@_+U%XBd(Lm%scGxxe`9Q(A3WJ@Q#4M|9L%xNO&y#_vddeyPjrr zuFTplp^EYF@3!YGlo{&Z>!(t6K~Vgcip9@fAu>( z{p<(y^wfM3Q^M!Y6ZG^KPt(&kb?fPiF3{7(i}dt&x9jQMm+9#ncj)PBcIxRfuG7<( zyk1Xd-ma(b|5rVI{jGZX%eU$2`Crr1@B6Nve)cc)^g|Em>3gA7i9S~^($mj4MNfA> zO;0~}L{G22R8M~@r>C!~=;{2dp8nWN^z^l_*3u^z~=z>8Y%qK54a{{@R6l`fn3@`pLGQ&Xo1^gIDP3JFnH# z-@aZ?fAej6`kH^$({H_1Pyg^Mdiqb_(bH@HLr?FxPfyQ2sHY!1QWvNWKUGi9dy1ZZ zpifW#$0|Mjt<8G+Gtbo1H|O>AeKkG((iiIKo@@2A_ZB^U^Skx*)?4)S%FpTP$9-K- z-}6H~9j>I#U!4(XH3EYFpZV>G{J)^^<{!+F{-5>c6K;)eN+|`JMNY-j_6WSe_n+6D zzD;1w;e`#{Vj&H_MY4P^WO*UPqfXua2WEt(QwtgwqrRUAG;LPe+E$Dx;1Q>kYe;Rr z+8#~Q1@>kh3^T=EAe;43~O!< z1VQb*YP$zJm8L6d8eUt^KCx~iUhHxxg~Jt3IML} zb*=zF^$@3vPf`mgLKFjvNcSArDs^tiA?rR4C4wOE|Mt&C@c*wL_{13o{3j^F*J=Sa zE@cm=Q+s&?c!H`(JN<*IZ_YLFb@ie6@n6})B^lgPA(_PHSYV(+uxqZ{rD7S^80h}0KJPd~K<7#3=ywDYR?XFs* zPR~-k!ttdyW7i9~9$i3aJZV@ErbP={YV>GA>EYkGJ4_5}lppB)dk~I*!2d72KZ5@^ z9R1YQ2K;CFn{L#5xS=OZS48;6y`%%t)3=pTgwYTF_edT;P93^U6kv)+r|5LCjc&k| zC+YGSY5XCRmx0;EDy$d@0@vB~Ae2z)m%N6Ion|9^rc~`u`Us;(LBZ4ob7u#PZS&47 z+3@yO$YlZjMTR{dJ|~?Hh!6Hy!k@j{U8!;$5-;xA{Ga+%~pH3c9>uqASu+QY^R7E{xTWr{dIyEaupqH};iV|%e zl?(fw2O;Ji98D7V|M~Yu@c(63z2lz@_|T3jpX$D+vH@TlPc(7#-Wx-H`$q_uhJNEc8w*Qb$1G|IT+t@c+dhz3tjL(*LpA zN}fH#0Z$_b2|6^NSI5xGE*6NNuq14$5`3(}@1*6xGkTtZ8V`U%@I2L|&BByWY%b7i zr4v+L7OKIR9?%LDflZh-59!0C31lRGZR+CbWIp0YK;ZwyH%9Qk`utn-bA( zuFF3-NBGZbK7|2F3^1Jj@g`qfwd)nvdVtYMKLH0J$G=w5fY8oYc2x;BF!T$K28C~& zDY)TdIzSf@)cDBDPNCT$&IUu70PYgW1){K5gsHOdo~TY=gfJ0$q&xVe2fyVq>;N2~ z5fJ#_` z_1F3AfgJ&X{|jFg!T*?0o&<9sz;>GuKA&|A|j{=3fF$T<89u?gY4V|F2*jite}P?z#)#`{UoG zIhe0So|j#vryu$^J>B=5qa)Cn%=shwbrh{|-xC7=x4kri|8HM@KW=oT+W%Sj9`S!A z#+T^6Tj%~?=l2o&g>2Ez#PoL-N z>8>mE^wHPq=@0*tp8oc`_4KM+^z`(n^z?!+>*?S8P*1<&UOj!=@AP!xK|OuxVrETp z8vg!RJ>7GFGb-tEa#CJ3W2s5oDDXK6jm{r$0fTw(`zo%(;u(s z>GNjw^r_eA>EFFcPv7uvJ$>FFz1>FIBc>FGai)zkAP_4L&hJ^jj;=;`bJSx@h}Nl&})*VC7L zR!@)Jp{M)5r>Cp;>gi+tqNhKqTo&^P{dJKp@by1dPycYKp8os_J$>Vdo}Ru~PxE&= zznu|iJpzLN|NQER{D1aaA9vjx>HpcvuXFz|a{bZglfQ%C0${TB`sqMCvPVGR|IPIX z{ui$3{<~rSAD-u_P*_@&7wEbZr*xz(p#ReE^Rm9YbN>$x5a9(#83d9^KqmxHJ0XDD zy}Gb(_y1TwG5p9z_0-l2{D0}?5&ZwtGjBe{fd2#~^?&?R`waNsx&ODb9S;DV`+vBCona}U_n=zuoyO=RAn<=hK7#+h z{p|TKm?Qn)+4vUi7nI?D=l)-XP5mEf_y5k+S4}5%sEmNX{~jlT|DXPc(@vTr{O{cV z3tfS$yAO{b?f)5v${O$V!#n~4|KGShg8%M@0(P=o}avF87j9ZO4IQ;9e zvOzJq0gRQR$wpN^8Fy0ywhoVvTWg0mY!v-Vb=nt6tIj#474Jla z&1eN-K8;3Aj0Ta6iu4MK%vGQe)tZ-ceMJ45w%`xltF5y7S8u5JjVZ)UD#Fj7y9;pU_;Yx#U({Sew8(_n&Kp?@m^&OQqm5RL#sUzmPoaL8~_*z&KA{+if40! zw{F`qGB!SLk8RtwWt+8O^Z53)Yd4H+7~4EyZ`nSvb^Cf?h=ROtPrIISV(a*|R{KYv69dAn)a2(HmUgmIICF5xJ^D>L&Y)c>x zY7d~=be%)m&&wR`=WMS=bn_i2%hqFw26^JM$DR^)tHm%pYKz7EUw3L`pepPC>v=8s z|9BN)s&h4Gs%~u&Qy{$Df`sp({T~^w3*mRmXz$joqo^QNMv#PNfdEaws9i!7<}f4M z=P;f@0E4!|c;1Z4shPr~aNuXhs@I&{4j*2`UCR##M6O9OAl9T?pK%d57(s+*oLat1 zIPIaoWTZgsG5jJqBo=9-yPWR0)@%CFJ-VTZS_Ua#j|F60y5<=>3>v?Y_{h!#1+iSt{FQF*ZiM{yl-Mg30t+*2wdQl%sap<5?4hNpJaCsh1V1GQU0CA4F!eSN(P^?A+qGXcuFkVmdn;bu zmhDylR`M>w4wd2Yd=mUtWSW<0RI`v+ruYI8S4{WrxmvGJLw%j+pcnyx|6l)R1pgPj z?F$R{5&zk<4F|s3JIrTm!*tAFVMcuB@_Xj2<4Vkj;PNV188td!LAipP+d=%d2&tG5 z9W)^C?kq|^?@R*gkrPJZ5K%&iy9JVl1*;%SdHAa#rgcpa3(2{m8Gvi#`u-#omg?PJ zn+!*31Pv2C{7ZimjhHL?@Kma>^E@0QAn^aprR01Q4<@;u{plO#Wfm#awWmtc9B>lb zaKT5A=S+8^PRbE`r2i}C|A`-t(Erok_qX?%=znyVWfK1Q(x=}*Op=9HiP1p-N_olKxS8VS>w1sMUh?ld$K**ArPXL8%YQ=I!ww&a-MM`$8DEh!FN0SxK)U^}Ec0kcP>n|B9+WZsqz@NF0!!sWG?Sp@xZ{amexcw*C}gvu4H z=!g*cg+UXF|UWnBk=!SUIhQw+_?5q6aEvP zWZ=(=7Pe{s7e{`IYMCRg_#7esU=KEV%M)0w?1`c+Ou(eb32=34h&H%)X#akU42{kx zjDcoFM9*IEX-f=%j2%p3&q~5rLhSw_YyA}#iIPkE&lxIfgh3rF$bAgzfLI_Sgu?48 z)fo*RrYJ257F0A4^rP-KF>F4IDI z5$ywrnQ#QN3c?|Y2%C>$sBw-qSBgj7^)Bi@4!)&&PbB$$99RSlzV1 zH+y2YZjF>+`GZKg2&j$Cq6<8q#za@_itFZa@`O|9sTfS&%@y+vui-a=3G11xc}~80 zHAawfaTg?Ry@id+4y?Y41)oEe=B}bP1q0j_w{F?sDve~ALx7GHOMFoM4M~e2SkBrLCvW+ z&`=%NzPWqt@D^($;pvDl5g3o?P^?@D8iFG1fF+7XcL7pp81brZtpcp{BXyAUpIsrO zf08Aj@1?NJb0+ws>7D0L9|3{?uQ@*=|1Vo}!K+O8AIM=C7L)u>CP{=-z5@m#*Yn<; z{g9OiRV4I;U2@$E9cov@+leAv`i^2@9Oa@}1y?3VyRj65_WTAH=W%l0ECTdF^MZ50$nR4GWw*+jkA zn9miS@>#5?we!zhj)36*cO4eN|95@+PcJs{|3HC@CN#1Cr8`5k8Y;r3eedYP!)*O` z7*;YhS+Hnj>$h^$4 z$gH_#50ah$zx8okvY_fuiLC3-46=mu3&HrL)tt3NA%G1z5fy*!!n6XnlK+I=T~>qUVUL>f9&iBO5X!x&gGk;zS@ zM6BX&&p1>T_=>QEaG;@pMFi3N9%}-EOqrqlbSP`7JPZl%RF!=k42Tm_l8Uf^8c-+- zW9sfKnO_glbte$wE8LoAm7(_ZLGMz(Lz!zdxpJ3y*1xC4=u->so$ z7~{d>&ZUbe)QP^Hq2%|5#P>-2)4rLgHMHAHt!9vWsnsHQkZSoPu9)L9#Le(uuH-e) zc3fG(h+=W^=x|3xL#<$3pr&e+F(qnda3m$Bg~HLR==9VBW#*1j(I2l4R~dACMJWs@ z#!P;DX_b4sVZjsS63ditTS?VB~`J za=8X9dMb2pts&3^+^JC+W@Lr5RK@rXb;&!A|HtLA?{2fid zhX6azK{^5g|CfF~ivJ(IaNJXzzK%W9v~#L6Fo>` zJKKwshB$Hhi#HB_B)ceedTGk$oYoydnP+rw>^=na9#b=t_qDcZTPXI^^5x{MqUY+6x)y^j2xU1YR_y#o`c0fXud&th`}kV?7fop zL;o*5)+OR#gHDV$dlhj7bhrj1np_vIX2`oLbw`x8vBi(l046sn zyEU2+J%-!qs`VAL2L}Vx7;9SIIxEAWfWvLT$hM(%X8kh%3Z?U0ZA9LD=wac3>yg0! zc|8&Q|MYYJ2*Vx4t4B7%FS$7RV{9DVuxV`b_=YW;?eUS}jpX?ENGU389^N!2AldpO zT#Eu7Q{)N0KS&38Hu+U&O_Wippan%pMqWixYeJ&n9S7_}VVFVIR^&(!K0;P>_hs>a zytC&DhG5gJ3;KIUCO!k{n0l}YeYU6@U}tM+u&x5cN(gpFDtowLSU81?H&Etjt>&8}S0C&qvIL|@;z;{QE;;(3;} zePRR_?9l9__G=9ee4&Y3P9B;B2UlTgaJ_lJs4i&msdBEPh^&3 zH4t*qi6o{)-h?5&SRRW5jx=%dzCeqEkYW?N?Kz}v3!m$!^z?<7>*)|u;D2EMf&9C^ zal~%;+I9RIR|;zoIlxti>xFX+ax}{J30ytgc!=zrM+OSsmGYx72$`(WiDv~aXT<6L zPzA7H5~a^Lg-aHOgl7KPoVg^-BpZ_M zr==CZhUB>;T(AHFi>P_^rJQvnWfeY^MNU=jc?)MRl!uPQuxCHanMVgK{b#pv-Z4QQRdDGy zIDY}3-4EW)S>#B0Dl1Jw#Qgv9R9PgJ#WD9Cf78Cme~be1sC)|Z#YQ1%1e-`9{g+Oe z<0rmzBKX0&*+9{06sR$6d3E}P0$z)$0lk13U)1^l#1*FdQ{?_u-Q!hM3l4pS$%Rt) z()fUo<>^YIuyc{deYo(1(_=-5Xc<}k!X|&&{m5d)^;ihe^Rd?>eIOr!|39%5 z{$rV1`FB1f+#u=@kW8f{(%W?jfZ{vJi2Jq^LA0yl) zVw&cEjZ035mDrWq`@YMC$FN1eu-Je0FF5~LsaAHuQ z$+_z;E?J^VY6ZH2H1(_Balx^4I#%;=14J5=Kl=eLfkRRG($svO`o)|@Ti-iRNM@ro zUp$So;oDSw6|!Fbrf$xEOpqUO2YS&3T#S#<4qv`nyeN_l=cX$AyW2S%enrD<8janT zaS^^R6rQrC8+UL%e5*$C>78qKa@ny|M!r$iht9Z;OHPcH(0iA>o=ef_5RWr&m)X%( zA?APiALQVQg2Uf2`SlddDseFSk2dP5hr?$m0NE`vrkC0@br~R(j!{8U2m4g@HW_&Z z*MP0;z$TnU6yiRf!Q^E#THN&)O^w2&F!{rbJAyr8@*h&|9})VjCcT#;dT?C=ZarwF z<7Pi??WaM%pb8~*s2WC=2$bz-5P1Y=N7mBwhR#xO%W&<`TKe=L-DOdktPW-UdKtl~ zvL@pF*{VzX?&$ekRTJ8z*01&S)xqC3WviY?v&G*sfA82fsRQQ7`0WMg!6Eqw{D0;v zBKZH{FS<|P7x|wLib9?5UJCzwmXm7tDJj4l?&WPvFVQ!l&Qp3SQe29yJ8iAi3T02f z*dWUuT1(v?+;^i(9^FD%!G0aPY#EVLfvA`K{dt$4=`Y=0k)IWD7RgVuo@@`9Xe{XA z-+jN$&mwS5R^0jbU>E^`|Brb_#Q)jLo`1SA{)1GsT4GT&x&I%i0HiCLNF*(+y~LR< ztuXp8{Rp5r707nte~Gapq*sx@M65MP5eH%XFQx#6gJI=&+CU>9@PB-51ph0?EtqfO z|83$w9W4?@tLx``$^Rc_4x)FbeJ^Y`h}y?hR@UHJZZ{I7YFvOF#R*VPp+i^l(Yi2rrnKXX5hxlK|{Drfir$@Z5 zh{FG)ux6$w7XRz7i#R(L|EvG8L4h9s>xWCZK#%|R`4uu>4)=lnSIqwh$K`N{#*9C3 zl4DTuvs}+QuulB1PW&%AK56O0m$)B2{JUq$M1G5ZqqOs4)EZ516W{6l)9wfe{Ga~| zGPG6C(I0>OLniqz*aQN0H~urwiFgEnz`Nd_tN&P<6xOY<)E6!@JMq78IiwT+Yo6SW zNCH5sH%bWBQAX!!H39g{INq0vD@sBj{o%1`WG+xfrtu-%OWxfvC6h&wdyIf&aN&1phyI%SUc8@qbPK56ABYIziWrXcfp1S)@bQ zbH)F|Z2i}X|MjSi|FwEQpw%O$N`e1@{U4C_k4Ij%C=&ncm)j+2(Bglsxh%*G<9~g; z!kO{-U+2woNf7_*)N6t)j{kMTyE!Ws|Lfuprxn1T(u+RB1?wuV+5Qxrz8++vl@|3CI6hd;;f0;(tB)iJVFCzb@k`{ESJ+%J;WDSsk#z>N7Ll|q4ON9BOvhq6{kn= z|2Ku-Rt!6SSbIIKRU7C>HDJpWBad8{I5>@uV7ih6C>iS&5a}Y?gM}(hwLW>{;z&@Fj1Mz zt1kY?v4NMiPW-RXwwnUDz*XzSY}FMvVLI`@5)sNe@xMSQgoZ3F_~QPH|8*QJwxiF* zh~OK27JNughh+l)1N#r;f8hV!^a~mPiz|)9|KfUM@xQowJ^t6S&&ZD^<9|Kjt6ZYu zf7QRn8L{|ZzbZ@0l#Ks%zQ-kz_+RU<rgw5d5dUlTW1J=9fBp4# zPAB4jed=3W6vqF$@kg8&kN@?@d$}Zt|MkV+ah4YU>(nEpLIzehVf?SVPUOrm{@3Vf zoTtbCx@VB{gZN*c9_1{G|Mj~!$&{G?8(t_|A(q8wp7L+k?2G)z&OcTBpHBR*PW&&p zQGUe5|00L5&9-mZqW~Kp{w@mq z@7)~1|M{bLZ`c?7Xa3)b|AmXeG#Km>q?!B2ShSBvgZIZrXZ)|HU_nIB$IgEEQC|C^ z!2k6xkQaMs>w4}zzkWta{I5$F2OAZNLBw7*|NdCc*5iNmoX+|2_+Q@BxFjY1*NMxy zP>=t0`vsgIkN=gwh)eYNUl%=F=4+kpBoZT_&p(R)#dXh(#{b&%ecqZU;(x9BDHo;2 z|N6vHa#hjZT|`B)IsVth-CPoj|MlPJb3r`**EyTHB#8g@t!HwU7XRx!H<^u?SY20e zwjTfM=xaGYHU8I!|A~vW_+Q_CcO*Lu^tI|1&Q8Stn*J0Q>G8i7e3|o;@xOlaLoSQQ z|9Zu}T#^?5>$cx2a5FMQP-USP2QdLn>miH$dEQxsQ@ zjzX=`V%e?u@PcKH=bRGhdlGhD^bY-(9^s1(#ZggEg&v!`Sjij*OK~ZrSfVQ0Ls2VJ zqI*WcXsrd8SxpDHPGeWGRCH>y8!BzM^!kqKOxSOq`fVX*pu0;(40Nrihjh!S)tuQL zYXbqS&RRLIR&)KTSIPSpoQDv3TP5GNRwGhptawY#btSY>h-p)Wy?I}RLbR2?`nfxYrP}G?-|*_S%-?Yz zxy+Y4ewlNy{VVYQrk6+X|Len9oEGoHu(S6MjC$Fv*NQnGQ<@qwm~Ve<3c&Uk>7cbm z*OzFb<{9Wl6b8mhhS;KeXZ699Gfp%>Z!9%P6p7b}fA2%PsqG3j%P;lw9|QcyApbGM ze=O%e&fz~+@EOWXCRAXEMr1;bg-nM5&Sg4`XfD%-z`p|jZ@VIb|8KtS75DBF z{__DK@PFF%d>I4ONCP;^_BsvpV4(v?wxk1lCOj<1k|8`!qXUt_vQ)Tl!ESj3n-Yj& zRdJ+}tQAT0M-v0l#9%Zr)E?S0%jRE!wsVQ8v?}P~-%zP1^Fy_-Oos+DG9B8#$aEN` zNT$Q!JTiUf3BrkJ2+Q zGaoK1X=CtjJ0s*ply&|&SVln1zxP))|6q{6dg;wSnU{GS{5sX#vWKg4cGa!rVE1a5 zisfScnn9l3!>j(3wSrT})Z8f>CjS!ZKUZ@8Nt8cTtT-hZKV6o8@_a5|RC7y3fD|UZ z`pj@5x9(N#5zal@FI4TSQ*+Ae$PW>od6^}CaoVo=m)qEm)N%!H9TyzogKjRvNjAgP zojUFw+Vui9UxhDS$OW{b>nisJ8#(vrdQRm%Z8PUBK%lT($?^RMw{X_+DlA=C@yjme zvZL!>PQtGk=e$LYDh8v30PU6hwFb+7j6fh+H*}|L~+}rW!}zif3XRpMM5tE}?TAr(WtCK(Af@u}@AEtP}^QoM*umW7k*=0nrTi(T)i-o&H zwe0@T&Do18UeQ-8@5WxvJ;`g-fjBjNhL&Zyd_h&rPcirTe$HA{tzkV$nPB5`nJeQz z2l$WC{pi5weh%|q8iy4i0YuSX{C!CtV2wJ7uK2|(T)Xhr`;wWJ?Z4*CW2E|5^=8p; zIDY}ojs+5Z^S7Ku=Zd!Mq+C0nxSxyY;4r$*9`^?>QHPNs;*I=?i%w9djY5kd(PGPA zxNxB=#F9Gs@0__i-RnIYQT^uoFuc*BAx#uW8uO@FPoP+5%cdrYmx_Ls`|ED^>T&Zo++gpFm}?U z)x6R*h!iY)wV1YHHtebGMm@LiV?0JnM7ER;Q1JPWbHULBnw!m)+!uV3^OjH^Mhq3z zv4{K8r@3Gu707k_l+WpzRp0k!mVJ>k7YRrywEW*Majy875Ly2B9h@iXl*{{_-{8#o z^g4{Aum3-sbL@1@sWeJ1ckR0GaLMsp67+89PA)rweEEQwKj~5jXU-3ev7=b zudq;WCGXVo7EQPXLX&Ug>d-Y->Q1rZTMnIIbW=?`tb$vdF4TSU1t3KNi*$+-Ed#x& zQ@3_PAxrAil3M{!v4oP<@3Af|xHVUO#;rjj@w=>gq3A;anJdBG(6?M4%LfWg@d;J0 z{Aibj0msdZoi2Yb=Rrp8;*^B4@$aN|?mo{$m<#^_5ZoVi-^A3z8kEZWU)o1V?dV-!$yA`)4I#9<* z%K_#gopF2%oh(jQ+`RZ;v0N>=(7@M`R=Y-eE0~}0T+u}vpg`V912gS_D|eRwycOI4 zouMHfpY`i**}|vk)y>1>!`3=4FXnT+N{arqC7Lr!c_}DXtaUZltxN(}yAX%2HcRWB zdbvRMvRp*H%KD9Wyg`GWZb2X2WsQ`)MqZAY*yWCu+?^trhJ|(ImP(*i-Tk!uJJ0?c zfwk*5tjPrUPhXn7ODf|=ejtB$$DYOC|Nf74szGmUe7grh`AKU2f%Ld4M{9q$lHXnh zQE=DR+{+tSiL-)~uy+8*-|V`1mw4!LiFZfwnt-OgHlfP+*o3|2nf9i!iDA5;RLYmg zP3DGC0ZJ5%K>PZZ14L0VEU@W@Gc7A)2#^&(93#J)D_~oZ1AQKcDv^vfNwY!qH0o2N z$~;zrRXucU%hU+bHANIJQGlDrH;j&0qr<}^*3%^lZ5GSfDOuwcZ${uM7QTf}IgCi7 zOlW|P!w78&x-^VU4E;(}i*x}5bhA^IUFcEY1Zfx^?+q|(uO%mU_#GQ7rvjG}f z>jlL{U24Sqf>)~tmC-#Q>ZzbJ06JNAwU`G@DNd1ysc4Tqx@ChHnGGr4nt2WEHbI+qq5-un zHHbRJD?~Sf29rw>YH%>V!*0#1I3U+Ka2oIuNwbFYkh^JsBWTF9SCe?h zHWef<5M!Vj&P9(sQ9&Dz!2i`xP*MY4_@!O^#|Cyk7)HP zJLv1a$GIm_E_C=C)RN1I8JqnPmmf8@i!R>!|IQinHx?@{@cBpgaLyvd&Bp6)^({xT zRQd$uk{~h;{!ASe^^SVE2Jy>@lNs#fi-%KNV4uPej~RDsMc3CGc=M@Y|7ANKHUEnF zpLcwu{|`R3>sJB2rC_}YeDBNlX3yyb*7sq7DoR9v6U92L28ia`_)k!x64q<6UMO2Y zNU!DseLzLmI6hF3XU|$n?=G|G0Bs{7eYX{%c*8>8oDlM+S_3}40a2AmfI8Zv8lo7) zoMC6r0Du(z%B$rP^oLp3T6Yr8tVC}Vx-qC&W}-*ixkp5(VcZ}^vEiV9<1F`$3X#sj zPp($13aY(yd=&jdx4aV8tA*3JrE*hN8gT4Vp89d3;!0AIi@Yp8{uA}_Q5Sp-v=9Pu zJF<7Wh<%`?YeCpe!u6s!%M$(PX!X%i!=NcSgGKJ>0$@2q*088kGs`e7BN{lO|2_h||=IBNH1* zJ%w$#Tmg1pw*Q>v0|U#mJ-K=*(ooPqY9v)927>uDS~$?%H`tvWn#is^w{Q8mgUi9I z>3J4Du_uqf{|CfH2KCw*=X~Q`0b*f;!pm4RfIN0k*8@pKNDE>RoO;>wtC2mOq}YO8 zD(Q`sZUOUOs;VMfUTOFDWmonM^$lkG2eU){cHhv@VBbJr)`kRP_x1M_h!?gLdPx2_ zQcgglQOt`LpQS#N?{oTAIJtrDmAMt!?tyc%gWZ#TL)q?p)>+{UW~a^>a3=A(k|}md zQB>5x#6${1i>0BG+sF zshB_NXV5w`&@s`zN)=0@I^rCGk*UzS2u))Gj!w}C1I1@$>!hk90hy@L0C(JtPePrY zXP-tu;Q!)>B6WQ2tIKXT;y-yMPs9Iy=ow1hB$)d;*DHCD&qyy(@aovKPSI(kZ2baJ1Z(*9^lm5?xT6*OJ|HJ9| zq%Fc>$^D1ZqC7MnG5>epr8+~R&R>sv$%BFN;t%VTi;@rbCkC&S-zY4{PQ`+WMp$3M6PN-1= zZ+pDkjvOV5oq;%}1i_KIJxGvkZ+Xpf-Z}Z4JJmm#?;cu-t>3`ph2z3hE&LixAIVPZ#@CKm z8@k6gY#qnJN3g?ZU03U4$8aD!ht1*1@;)6lAFv}1!fEp(@c*0A?m(LMUipqwtYE+7 zH_Bz4B@6t0xK3mg3h!`dXS`Zo>f1)p16tW*!`mj-TjL`e#&GEXYkSRxE#q6);|>D; zzGQ424k0HtY}rhweOoqDUh)S^`!N!k_yhJ%>~bd?CGICj)TYC!-gP6JMgt}BMckx- z&g6=cB#Ht0gKFdm&dKT2-d8peIGe9FCQIt91Lsk=ee0D<-i&`PY18Gly5VD=4M<@( z;loSQtTjVc6*%O=aS6&MXN4s|0-K>re?E*FtSwVGO~GMUU7U3G5)J4Ht0zNDI>W?4 z5blNH_zd3_Mg_r%-QJ&w(lOfca!k=$Wx!y=cEBx(aiP^klQ%#o#7Zv=Qw;PDhtYC= zS%p}r*Q@9D_TuhhKG);brh7@{(2IT{B5A)!^c3o4QmisQ$=-|a?3-Cb&@>pw)NA56 zO4Lfx6R7o4Kl*fQIKPt)(eu`XSM^|UR4o*9IPUP>nl)S^BPl3}mGuUisTOk;CN6Y* zI4A97Syvp(iW>R+R-CftYR(ky-n94V_)kZl$K8L*b#&q^!gNr7Y+;atqdhy{kO#M! zI%wF%r*ZS6mQi&-M4AR20n(mEYNw-F?_I4o+nI&mCNG?hv&5 zO8Fh2sa}Q9H#Vyzd+tzwq>>Y5KS(7ZMHw42VdLb**oR#|sQ>v#zsaHxDerofrtg+t ze%8-_^!R6eF7;jdu0!$5(#P)Ei}Fi8lv!o|Zj*QKU-ISOuldn4@m)5GAbR6Ng>P5b zKw*CyMW{0zLFvSo-Lg}Z1c2QS2(-Q+K<-R%G84YksL5AO#!{jcl|m4lTrb{yoFq6n z|BstQh#RGJcGV?E+FEVdy)JW{RP=|^V zkB)k<5=of`jG+w!5ZJX8>r#N=(>67y`CUDLAu5mQROB2? z5*OFyeu1<(v;=T&=2&HC)`AxWYtn@kU%(S_&>R>Bf+CZx9c-|b*&*NiW*#lhr3HJH z?=xJ4?}B(c#BqA0Nl@gY(a(TOM7-*{Gl#aoLDsR@0n}tnJSB zkX~KwUIdX2s^@*-$jJEUxV3#^q?Xp7AuOw0&PLvCO`3JsWZAwLy8(c>?{ z4rj>9_Q3M#9DGSFCRm^XljPbfs)jc?Z(Y^S7IW1I;U}gY;uy|}A#R0-zp!=?cdOJH z^+|F(Bd9^Argq{yvz^bPQ)eWqQ_I+vc1d=0T==AuPRpAvXC?(D%Rb!?1c+!ksW?3pr1m4y%i#p@7J(#R)t*s)|8dl?@6{ zvTkaqsBrvTdmc2pv_dDy{#YDX!HS9POqyFiJCm?H7KnQ3y73i*7FoPjeXp3emTs8X zwiXB5gJeQ1OKBj{c|g3p#(vT%Mu&wILApt+5JpD=wLyM-?PpFv^CZO%WE| zv3$Xow#w}pUec2Ix}uC&g06IOL1@J*9W*hVpeaz4M$MhzAQnuWVJ1mCJ0f9+XB0Jw m39_LtI69T5iBeHJae1d!FQmT*AvS!EEpqrh+" + ] + }, + { + "cell_type": "markdown", + "id": "63640ba7-b87d-455b-be8c-ecc435eaba0f", + "metadata": {}, + "source": [ + "icepyx is a community and software library for searching, downloading, and reading ICESat-2 data. While opening data should be straightforward, there are some oddities in navigating the highly nested organization and hundreds of variables of the ICESat-2 data. icepyx provides tools to help with those oddities." + ] + }, + { + "cell_type": "markdown", + "id": "f03bd992-cd8e-4d8a-9cb1-06cc2904cc5f", + "metadata": {}, + "source": [ + "### Fitting icepyx into the data access package landscape\n", + "\n", + "For ICESat-2 data, the icepyx package can:\n", + "- search for available data granules (data files)\n", + "- order and download data\n", + "- order a subset of data: clipped in space, time, containing fewer variables, or a few other options provided by NSIDC\n", + "- provides functionality to search through the available data variables\n", + "- read ICESat-2 data into xarray DataArrays, including merging data from multiple files" + ] + }, { "cell_type": "markdown", "id": "4b723884-afa0-44ba-bb86-fa909f2399d2", @@ -80,6 +119,7 @@ "\n", "\n", "> _Fig. 2. Results from signal finding methods for simulated ATLAS data. Black points show raw point cloud data as ingested from ATL03 product. Blue points overlaid in each plot show which photons each method identified as signal. Top panel reflects the signal photons as identified on the ATL03 data product (medium and high confidence signal photons). Bottom panel reflects the signal photons identified from the ATL08 DRAGANN method._ (Neuenschwander & Pitts, 2019)\n", + "\n", "Photo: Neuenschwander et. al. 2019, Remote Sens. Env. [DOI](https://doi.org/10.1016/j.rse.2018.11.005)" ] }, @@ -93,58 +133,678 @@ }, { "cell_type": "markdown", - "id": "2d32d452-c417-4038-acfd-908a82210e23", - "metadata": {}, - "source": [ - "## What is `icepyx`?" - ] - }, - { - "cell_type": "markdown", - "id": "2ae7739d-b5c4-4182-be84-87b8e80dc302", - "metadata": {}, - "source": [ - "" - ] - }, - { - "cell_type": "markdown", - "id": "b4c70aa7-14ee-4375-a178-850fa5fc943b", - "metadata": {}, - "source": [ - "icepyx is a community and software library for searching, downloading, and reading ICESat-2 data. While opening data should be straightforward, there are some oddities in navigating the highly nested organization and hundreds of variables of the ICESat-2 data. icepyx provides tools to help with those oddities." - ] - }, - { - "cell_type": "markdown", - "id": "0cf385f8-a63d-418b-ba16-93d032a4172b", - "metadata": {}, + "id": "be41605f-83c3-448a-8285-72f3ef39b4e5", + "metadata": { + "tags": [] + }, "source": [ - "### Fitting icepyx into the data access package landscape\n", + "### Using icepyx to search for data\n", "\n", - "For ICESat-2 data, the icepyx package can:\n", - "- search for available data granules (data files)\n", - "- order and download data\n", - "- order a subset of data: clipped in space, time, containing fewer variables, or a few other options provided by NSIDC\n", - "- provides functionality to search through the available data variables\n", - "- read ICESat-2 data into xarray DataArrays, including merging data from multiple files" + "We won't dive into using icepyx to search for and download data in this tutorial, since we already discussed how to do that with `earthaccess`. The code to search and download is still provided below for the curious reader. The [icepyx documentation](https://icepyx.readthedocs.io/en/latest/example_notebooks/IS2_data_access.html) shows more detail about different search parameters and how to inspect the results of a query." ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "de7417fa-3807-42ac-a296-47aa7543a7dd", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "application/javascript": [ + "(function(root) {\n", + " function now() {\n", + " return new Date();\n", + " }\n", + "\n", + " var force = true;\n", + " var py_version = '3.2.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n", + " var is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1;\n", + " var reloading = false;\n", + " var Bokeh = root.Bokeh;\n", + " var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n", + "\n", + " if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n", + " root._bokeh_timeout = Date.now() + 5000;\n", + " root._bokeh_failed_load = false;\n", + " }\n", + "\n", + " function run_callbacks() {\n", + " try {\n", + " root._bokeh_onload_callbacks.forEach(function(callback) {\n", + " if (callback != null)\n", + " callback();\n", + " });\n", + " } finally {\n", + " delete root._bokeh_onload_callbacks;\n", + " }\n", + " console.debug(\"Bokeh: all callbacks have finished\");\n", + " }\n", + "\n", + " function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n", + " if (css_urls == null) css_urls = [];\n", + " if (js_urls == null) js_urls = [];\n", + " if (js_modules == null) js_modules = [];\n", + " if (js_exports == null) js_exports = {};\n", + "\n", + " root._bokeh_onload_callbacks.push(callback);\n", + "\n", + " if (root._bokeh_is_loading > 0) {\n", + " console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n", + " return null;\n", + " }\n", + " if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n", + " run_callbacks();\n", + " return null;\n", + " }\n", + " if (!reloading) {\n", + " console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n", + " }\n", + "\n", + " function on_load() {\n", + " root._bokeh_is_loading--;\n", + " if (root._bokeh_is_loading === 0) {\n", + " console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n", + " run_callbacks()\n", + " }\n", + " }\n", + " window._bokeh_on_load = on_load\n", + "\n", + " function on_error() {\n", + " console.error(\"failed to load \" + url);\n", + " }\n", + "\n", + " var skip = [];\n", + " if (window.requirejs) {\n", + " window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n", + " require([\"jspanel\"], function(jsPanel) {\n", + "\twindow.jsPanel = jsPanel\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-modal\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-tooltip\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-hint\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-layout\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-contextmenu\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-dock\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"gridstack\"], function(GridStack) {\n", + "\twindow.GridStack = GridStack\n", + "\ton_load()\n", + " })\n", + " require([\"notyf\"], function() {\n", + "\ton_load()\n", + " })\n", + " root._bokeh_is_loading = css_urls.length + 9;\n", + " } else {\n", + " root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n", + " }\n", + "\n", + " var existing_stylesheets = []\n", + " var links = document.getElementsByTagName('link')\n", + " for (var i = 0; i < links.length; i++) {\n", + " var link = links[i]\n", + " if (link.href != null) {\n", + "\texisting_stylesheets.push(link.href)\n", + " }\n", + " }\n", + " for (var i = 0; i < css_urls.length; i++) {\n", + " var url = css_urls[i];\n", + " if (existing_stylesheets.indexOf(url) !== -1) {\n", + "\ton_load()\n", + "\tcontinue;\n", + " }\n", + " const element = document.createElement(\"link\");\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.rel = \"stylesheet\";\n", + " element.type = \"text/css\";\n", + " element.href = url;\n", + " console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n", + " document.body.appendChild(element);\n", + " } if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/gridstack/gridstack@7.2.3/dist/gridstack-all.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } var existing_scripts = []\n", + " var scripts = document.getElementsByTagName('script')\n", + " for (var i = 0; i < scripts.length; i++) {\n", + " var script = scripts[i]\n", + " if (script.src != null) {\n", + "\texisting_scripts.push(script.src)\n", + " }\n", + " }\n", + " for (var i = 0; i < js_urls.length; i++) {\n", + " var url = js_urls[i];\n", + " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.src = url;\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " document.head.appendChild(element);\n", + " }\n", + " for (var i = 0; i < js_modules.length; i++) {\n", + " var url = js_modules[i];\n", + " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.src = url;\n", + " element.type = \"module\";\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " document.head.appendChild(element);\n", + " }\n", + " for (const name in js_exports) {\n", + " var url = js_exports[name];\n", + " if (skip.indexOf(url) >= 0 || root[name] != null) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.type = \"module\";\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " element.textContent = `\n", + " import ${name} from \"${url}\"\n", + " window.${name} = ${name}\n", + " window._bokeh_on_load()\n", + " `\n", + " document.head.appendChild(element);\n", + " }\n", + " if (!js_urls.length && !js_modules.length) {\n", + " on_load()\n", + " }\n", + " };\n", + "\n", + " function inject_raw_css(css) {\n", + " const element = document.createElement(\"style\");\n", + " element.appendChild(document.createTextNode(css));\n", + " document.body.appendChild(element);\n", + " }\n", + "\n", + " var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.2.2.min.js\", \"https://cdn.holoviz.org/panel/1.2.3/dist/panel.min.js\"];\n", + " var js_modules = [];\n", + " var js_exports = {};\n", + " var css_urls = [];\n", + " var inline_js = [ function(Bokeh) {\n", + " Bokeh.set_log_level(\"info\");\n", + " },\n", + "function(Bokeh) {} // ensure no trailing comma for IE\n", + " ];\n", + "\n", + " function run_inline_js() {\n", + " if ((root.Bokeh !== undefined) || (force === true)) {\n", + " for (var i = 0; i < inline_js.length; i++) {\n", + " inline_js[i].call(root, root.Bokeh);\n", + " }\n", + " // Cache old bokeh versions\n", + " if (Bokeh != undefined && !reloading) {\n", + "\tvar NewBokeh = root.Bokeh;\n", + "\tif (Bokeh.versions === undefined) {\n", + "\t Bokeh.versions = new Map();\n", + "\t}\n", + "\tif (NewBokeh.version !== Bokeh.version) {\n", + "\t Bokeh.versions.set(NewBokeh.version, NewBokeh)\n", + "\t}\n", + "\troot.Bokeh = Bokeh;\n", + " }} else if (Date.now() < root._bokeh_timeout) {\n", + " setTimeout(run_inline_js, 100);\n", + " } else if (!root._bokeh_failed_load) {\n", + " console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n", + " root._bokeh_failed_load = true;\n", + " }\n", + " root._bokeh_is_initializing = false\n", + " }\n", + "\n", + " function load_or_wait() {\n", + " // Implement a backoff loop that tries to ensure we do not load multiple\n", + " // versions of Bokeh and its dependencies at the same time.\n", + " // In recent versions we use the root._bokeh_is_initializing flag\n", + " // to determine whether there is an ongoing attempt to initialize\n", + " // bokeh, however for backward compatibility we also try to ensure\n", + " // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n", + " // before older versions are fully initialized.\n", + " if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n", + " root._bokeh_is_initializing = false;\n", + " root._bokeh_onload_callbacks = undefined;\n", + " console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n", + " load_or_wait();\n", + " } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n", + " setTimeout(load_or_wait, 100);\n", + " } else {\n", + " Bokeh = root.Bokeh;\n", + " bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n", + " root._bokeh_is_initializing = true\n", + " root._bokeh_onload_callbacks = []\n", + " if (!reloading && (!bokeh_loaded || is_dev)) {\n", + "\troot.Bokeh = undefined;\n", + " }\n", + " load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n", + "\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n", + "\trun_inline_js();\n", + " });\n", + " }\n", + " }\n", + " // Give older versions of the autoload script a head-start to ensure\n", + " // they initialize before we start loading newer version.\n", + " setTimeout(load_or_wait, 100)\n", + "}(window));" + ], + "application/vnd.holoviews_load.v0+json": "(function(root) {\n function now() {\n return new Date();\n }\n\n var force = true;\n var py_version = '3.2.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n var is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1;\n var reloading = false;\n var Bokeh = root.Bokeh;\n var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n\n if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks;\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n if (js_modules == null) js_modules = [];\n if (js_exports == null) js_exports = {};\n\n root._bokeh_onload_callbacks.push(callback);\n\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n run_callbacks();\n return null;\n }\n if (!reloading) {\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n }\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n window._bokeh_on_load = on_load\n\n function on_error() {\n console.error(\"failed to load \" + url);\n }\n\n var skip = [];\n if (window.requirejs) {\n window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n require([\"jspanel\"], function(jsPanel) {\n\twindow.jsPanel = jsPanel\n\ton_load()\n })\n require([\"jspanel-modal\"], function() {\n\ton_load()\n })\n require([\"jspanel-tooltip\"], function() {\n\ton_load()\n })\n require([\"jspanel-hint\"], function() {\n\ton_load()\n })\n require([\"jspanel-layout\"], function() {\n\ton_load()\n })\n require([\"jspanel-contextmenu\"], function() {\n\ton_load()\n })\n require([\"jspanel-dock\"], function() {\n\ton_load()\n })\n require([\"gridstack\"], function(GridStack) {\n\twindow.GridStack = GridStack\n\ton_load()\n })\n require([\"notyf\"], function() {\n\ton_load()\n })\n root._bokeh_is_loading = css_urls.length + 9;\n } else {\n root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n }\n\n var existing_stylesheets = []\n var links = document.getElementsByTagName('link')\n for (var i = 0; i < links.length; i++) {\n var link = links[i]\n if (link.href != null) {\n\texisting_stylesheets.push(link.href)\n }\n }\n for (var i = 0; i < css_urls.length; i++) {\n var url = css_urls[i];\n if (existing_stylesheets.indexOf(url) !== -1) {\n\ton_load()\n\tcontinue;\n }\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error;\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n } if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/gridstack/gridstack@7.2.3/dist/gridstack-all.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } var existing_scripts = []\n var scripts = document.getElementsByTagName('script')\n for (var i = 0; i < scripts.length; i++) {\n var script = scripts[i]\n if (script.src != null) {\n\texisting_scripts.push(script.src)\n }\n }\n for (var i = 0; i < js_urls.length; i++) {\n var url = js_urls[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n for (var i = 0; i < js_modules.length; i++) {\n var url = js_modules[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n element.type = \"module\";\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n for (const name in js_exports) {\n var url = js_exports[name];\n if (skip.indexOf(url) >= 0 || root[name] != null) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onerror = on_error;\n element.async = false;\n element.type = \"module\";\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n element.textContent = `\n import ${name} from \"${url}\"\n window.${name} = ${name}\n window._bokeh_on_load()\n `\n document.head.appendChild(element);\n }\n if (!js_urls.length && !js_modules.length) {\n on_load()\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.2.2.min.js\", \"https://cdn.holoviz.org/panel/1.2.3/dist/panel.min.js\"];\n var js_modules = [];\n var js_exports = {};\n var css_urls = [];\n var inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {} // ensure no trailing comma for IE\n ];\n\n function run_inline_js() {\n if ((root.Bokeh !== undefined) || (force === true)) {\n for (var i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n // Cache old bokeh versions\n if (Bokeh != undefined && !reloading) {\n\tvar NewBokeh = root.Bokeh;\n\tif (Bokeh.versions === undefined) {\n\t Bokeh.versions = new Map();\n\t}\n\tif (NewBokeh.version !== Bokeh.version) {\n\t Bokeh.versions.set(NewBokeh.version, NewBokeh)\n\t}\n\troot.Bokeh = Bokeh;\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n }\n root._bokeh_is_initializing = false\n }\n\n function load_or_wait() {\n // Implement a backoff loop that tries to ensure we do not load multiple\n // versions of Bokeh and its dependencies at the same time.\n // In recent versions we use the root._bokeh_is_initializing flag\n // to determine whether there is an ongoing attempt to initialize\n // bokeh, however for backward compatibility we also try to ensure\n // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n // before older versions are fully initialized.\n if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n root._bokeh_is_initializing = false;\n root._bokeh_onload_callbacks = undefined;\n console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n load_or_wait();\n } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n setTimeout(load_or_wait, 100);\n } else {\n Bokeh = root.Bokeh;\n bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n root._bokeh_is_initializing = true\n root._bokeh_onload_callbacks = []\n if (!reloading && (!bokeh_loaded || is_dev)) {\n\troot.Bokeh = undefined;\n }\n load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n\trun_inline_js();\n });\n }\n }\n // Give older versions of the autoload script a head-start to ensure\n // they initialize before we start loading newer version.\n setTimeout(load_or_wait, 100)\n}(window));" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/javascript": [ + "\n", + "if ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n", + " window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n", + "}\n", + "\n", + "\n", + " function JupyterCommManager() {\n", + " }\n", + "\n", + " JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n", + " if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n", + " var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n", + " comm_manager.register_target(comm_id, function(comm) {\n", + " comm.on_msg(msg_handler);\n", + " });\n", + " } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n", + " window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n", + " comm.onMsg = msg_handler;\n", + " });\n", + " } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n", + " google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n", + " var messages = comm.messages[Symbol.asyncIterator]();\n", + " function processIteratorResult(result) {\n", + " var message = result.value;\n", + " console.log(message)\n", + " var content = {data: message.data, comm_id};\n", + " var buffers = []\n", + " for (var buffer of message.buffers || []) {\n", + " buffers.push(new DataView(buffer))\n", + " }\n", + " var metadata = message.metadata || {};\n", + " var msg = {content, buffers, metadata}\n", + " msg_handler(msg);\n", + " return messages.next().then(processIteratorResult);\n", + " }\n", + " return messages.next().then(processIteratorResult);\n", + " })\n", + " }\n", + " }\n", + "\n", + " JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n", + " if (comm_id in window.PyViz.comms) {\n", + " return window.PyViz.comms[comm_id];\n", + " } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n", + " var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n", + " var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n", + " if (msg_handler) {\n", + " comm.on_msg(msg_handler);\n", + " }\n", + " } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n", + " var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n", + " comm.open();\n", + " if (msg_handler) {\n", + " comm.onMsg = msg_handler;\n", + " }\n", + " } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n", + " var comm_promise = google.colab.kernel.comms.open(comm_id)\n", + " comm_promise.then((comm) => {\n", + " window.PyViz.comms[comm_id] = comm;\n", + " if (msg_handler) {\n", + " var messages = comm.messages[Symbol.asyncIterator]();\n", + " function processIteratorResult(result) {\n", + " var message = result.value;\n", + " var content = {data: message.data};\n", + " var metadata = message.metadata || {comm_id};\n", + " var msg = {content, metadata}\n", + " msg_handler(msg);\n", + " return messages.next().then(processIteratorResult);\n", + " }\n", + " return messages.next().then(processIteratorResult);\n", + " }\n", + " }) \n", + " var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n", + " return comm_promise.then((comm) => {\n", + " comm.send(data, metadata, buffers, disposeOnDone);\n", + " });\n", + " };\n", + " var comm = {\n", + " send: sendClosure\n", + " };\n", + " }\n", + " window.PyViz.comms[comm_id] = comm;\n", + " return comm;\n", + " }\n", + " window.PyViz.comm_manager = new JupyterCommManager();\n", + " \n", + "\n", + "\n", + "var JS_MIME_TYPE = 'application/javascript';\n", + "var HTML_MIME_TYPE = 'text/html';\n", + "var EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\n", + "var CLASS_NAME = 'output';\n", + "\n", + "/**\n", + " * Render data to the DOM node\n", + " */\n", + "function render(props, node) {\n", + " var div = document.createElement(\"div\");\n", + " var script = document.createElement(\"script\");\n", + " node.appendChild(div);\n", + " node.appendChild(script);\n", + "}\n", + "\n", + "/**\n", + " * Handle when a new output is added\n", + " */\n", + "function handle_add_output(event, handle) {\n", + " var output_area = handle.output_area;\n", + " var output = handle.output;\n", + " if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n", + " return\n", + " }\n", + " var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n", + " var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n", + " if (id !== undefined) {\n", + " var nchildren = toinsert.length;\n", + " var html_node = toinsert[nchildren-1].children[0];\n", + " html_node.innerHTML = output.data[HTML_MIME_TYPE];\n", + " var scripts = [];\n", + " var nodelist = html_node.querySelectorAll(\"script\");\n", + " for (var i in nodelist) {\n", + " if (nodelist.hasOwnProperty(i)) {\n", + " scripts.push(nodelist[i])\n", + " }\n", + " }\n", + "\n", + " scripts.forEach( function (oldScript) {\n", + " var newScript = document.createElement(\"script\");\n", + " var attrs = [];\n", + " var nodemap = oldScript.attributes;\n", + " for (var j in nodemap) {\n", + " if (nodemap.hasOwnProperty(j)) {\n", + " attrs.push(nodemap[j])\n", + " }\n", + " }\n", + " attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n", + " newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n", + " oldScript.parentNode.replaceChild(newScript, oldScript);\n", + " });\n", + " if (JS_MIME_TYPE in output.data) {\n", + " toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n", + " }\n", + " output_area._hv_plot_id = id;\n", + " if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n", + " window.PyViz.plot_index[id] = Bokeh.index[id];\n", + " } else {\n", + " window.PyViz.plot_index[id] = null;\n", + " }\n", + " } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n", + " var bk_div = document.createElement(\"div\");\n", + " bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n", + " var script_attrs = bk_div.children[0].attributes;\n", + " for (var i = 0; i < script_attrs.length; i++) {\n", + " toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n", + " }\n", + " // store reference to server id on output_area\n", + " output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n", + " }\n", + "}\n", + "\n", + "/**\n", + " * Handle when an output is cleared or removed\n", + " */\n", + "function handle_clear_output(event, handle) {\n", + " var id = handle.cell.output_area._hv_plot_id;\n", + " var server_id = handle.cell.output_area._bokeh_server_id;\n", + " if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n", + " var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n", + " if (server_id !== null) {\n", + " comm.send({event_type: 'server_delete', 'id': server_id});\n", + " return;\n", + " } else if (comm !== null) {\n", + " comm.send({event_type: 'delete', 'id': id});\n", + " }\n", + " delete PyViz.plot_index[id];\n", + " if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n", + " var doc = window.Bokeh.index[id].model.document\n", + " doc.clear();\n", + " const i = window.Bokeh.documents.indexOf(doc);\n", + " if (i > -1) {\n", + " window.Bokeh.documents.splice(i, 1);\n", + " }\n", + " }\n", + "}\n", + "\n", + "/**\n", + " * Handle kernel restart event\n", + " */\n", + "function handle_kernel_cleanup(event, handle) {\n", + " delete PyViz.comms[\"hv-extension-comm\"];\n", + " window.PyViz.plot_index = {}\n", + "}\n", + "\n", + "/**\n", + " * Handle update_display_data messages\n", + " */\n", + "function handle_update_output(event, handle) {\n", + " handle_clear_output(event, {cell: {output_area: handle.output_area}})\n", + " handle_add_output(event, handle)\n", + "}\n", + "\n", + "function register_renderer(events, OutputArea) {\n", + " function append_mime(data, metadata, element) {\n", + " // create a DOM node to render to\n", + " var toinsert = this.create_output_subarea(\n", + " metadata,\n", + " CLASS_NAME,\n", + " EXEC_MIME_TYPE\n", + " );\n", + " this.keyboard_manager.register_events(toinsert);\n", + " // Render to node\n", + " var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n", + " render(props, toinsert[0]);\n", + " element.append(toinsert);\n", + " return toinsert\n", + " }\n", + "\n", + " events.on('output_added.OutputArea', handle_add_output);\n", + " events.on('output_updated.OutputArea', handle_update_output);\n", + " events.on('clear_output.CodeCell', handle_clear_output);\n", + " events.on('delete.Cell', handle_clear_output);\n", + " events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n", + "\n", + " OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n", + " safe: true,\n", + " index: 0\n", + " });\n", + "}\n", + "\n", + "if (window.Jupyter !== undefined) {\n", + " try {\n", + " var events = require('base/js/events');\n", + " var OutputArea = require('notebook/js/outputarea').OutputArea;\n", + " if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n", + " register_renderer(events, OutputArea);\n", + " }\n", + " } catch(err) {\n", + " }\n", + "}\n" + ], + "application/vnd.holoviews_load.v0+json": "\nif ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n}\n\n\n function JupyterCommManager() {\n }\n\n JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n comm_manager.register_target(comm_id, function(comm) {\n comm.on_msg(msg_handler);\n });\n } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n comm.onMsg = msg_handler;\n });\n } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n var messages = comm.messages[Symbol.asyncIterator]();\n function processIteratorResult(result) {\n var message = result.value;\n console.log(message)\n var content = {data: message.data, comm_id};\n var buffers = []\n for (var buffer of message.buffers || []) {\n buffers.push(new DataView(buffer))\n }\n var metadata = message.metadata || {};\n var msg = {content, buffers, metadata}\n msg_handler(msg);\n return messages.next().then(processIteratorResult);\n }\n return messages.next().then(processIteratorResult);\n })\n }\n }\n\n JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n if (comm_id in window.PyViz.comms) {\n return window.PyViz.comms[comm_id];\n } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n if (msg_handler) {\n comm.on_msg(msg_handler);\n }\n } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n comm.open();\n if (msg_handler) {\n comm.onMsg = msg_handler;\n }\n } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n var comm_promise = google.colab.kernel.comms.open(comm_id)\n comm_promise.then((comm) => {\n window.PyViz.comms[comm_id] = comm;\n if (msg_handler) {\n var messages = comm.messages[Symbol.asyncIterator]();\n function processIteratorResult(result) {\n var message = result.value;\n var content = {data: message.data};\n var metadata = message.metadata || {comm_id};\n var msg = {content, metadata}\n msg_handler(msg);\n return messages.next().then(processIteratorResult);\n }\n return messages.next().then(processIteratorResult);\n }\n }) \n var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n return comm_promise.then((comm) => {\n comm.send(data, metadata, buffers, disposeOnDone);\n });\n };\n var comm = {\n send: sendClosure\n };\n }\n window.PyViz.comms[comm_id] = comm;\n return comm;\n }\n window.PyViz.comm_manager = new JupyterCommManager();\n \n\n\nvar JS_MIME_TYPE = 'application/javascript';\nvar HTML_MIME_TYPE = 'text/html';\nvar EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\nvar CLASS_NAME = 'output';\n\n/**\n * Render data to the DOM node\n */\nfunction render(props, node) {\n var div = document.createElement(\"div\");\n var script = document.createElement(\"script\");\n node.appendChild(div);\n node.appendChild(script);\n}\n\n/**\n * Handle when a new output is added\n */\nfunction handle_add_output(event, handle) {\n var output_area = handle.output_area;\n var output = handle.output;\n if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n return\n }\n var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n if (id !== undefined) {\n var nchildren = toinsert.length;\n var html_node = toinsert[nchildren-1].children[0];\n html_node.innerHTML = output.data[HTML_MIME_TYPE];\n var scripts = [];\n var nodelist = html_node.querySelectorAll(\"script\");\n for (var i in nodelist) {\n if (nodelist.hasOwnProperty(i)) {\n scripts.push(nodelist[i])\n }\n }\n\n scripts.forEach( function (oldScript) {\n var newScript = document.createElement(\"script\");\n var attrs = [];\n var nodemap = oldScript.attributes;\n for (var j in nodemap) {\n if (nodemap.hasOwnProperty(j)) {\n attrs.push(nodemap[j])\n }\n }\n attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n oldScript.parentNode.replaceChild(newScript, oldScript);\n });\n if (JS_MIME_TYPE in output.data) {\n toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n }\n output_area._hv_plot_id = id;\n if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n window.PyViz.plot_index[id] = Bokeh.index[id];\n } else {\n window.PyViz.plot_index[id] = null;\n }\n } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n var bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n var script_attrs = bk_div.children[0].attributes;\n for (var i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n}\n\n/**\n * Handle when an output is cleared or removed\n */\nfunction handle_clear_output(event, handle) {\n var id = handle.cell.output_area._hv_plot_id;\n var server_id = handle.cell.output_area._bokeh_server_id;\n if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n if (server_id !== null) {\n comm.send({event_type: 'server_delete', 'id': server_id});\n return;\n } else if (comm !== null) {\n comm.send({event_type: 'delete', 'id': id});\n }\n delete PyViz.plot_index[id];\n if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n var doc = window.Bokeh.index[id].model.document\n doc.clear();\n const i = window.Bokeh.documents.indexOf(doc);\n if (i > -1) {\n window.Bokeh.documents.splice(i, 1);\n }\n }\n}\n\n/**\n * Handle kernel restart event\n */\nfunction handle_kernel_cleanup(event, handle) {\n delete PyViz.comms[\"hv-extension-comm\"];\n window.PyViz.plot_index = {}\n}\n\n/**\n * Handle update_display_data messages\n */\nfunction handle_update_output(event, handle) {\n handle_clear_output(event, {cell: {output_area: handle.output_area}})\n handle_add_output(event, handle)\n}\n\nfunction register_renderer(events, OutputArea) {\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n var toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[0]);\n element.append(toinsert);\n return toinsert\n }\n\n events.on('output_added.OutputArea', handle_add_output);\n events.on('output_updated.OutputArea', handle_update_output);\n events.on('clear_output.CodeCell', handle_clear_output);\n events.on('delete.Cell', handle_clear_output);\n events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n safe: true,\n index: 0\n });\n}\n\nif (window.Jupyter !== undefined) {\n try {\n var events = require('base/js/events');\n var OutputArea = require('notebook/js/outputarea').OutputArea;\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n } catch(err) {\n }\n}\n" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "\n", + "
\n", + "\n", + "\n", + "\n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "
\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "import icepyx as ipx" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "4928c4e8-e9c6-4ed2-a92f-139f0d2b243d", "metadata": { "tags": [] @@ -152,14 +812,16 @@ "outputs": [], "source": [ "import json\n", + "import math\n", "\n", + "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from shapely.geometry import shape, GeometryCollection" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "id": "82eea118-1a77-48c8-804e-78a877730d75", "metadata": { "tags": [] @@ -169,21 +831,9 @@ "%matplotlib inline" ] }, - { - "cell_type": "markdown", - "id": "be41605f-83c3-448a-8285-72f3ef39b4e5", - "metadata": { - "tags": [] - }, - "source": [ - "### Using icepyx to search for data\n", - "\n", - "We won't dive into using icepyx to search for and download data in this tutorial, since we already discussed how to do that with `earthaccess`. The code to search and download is still provided below for the curious reader. The [icepyx documentation](https://icepyx.readthedocs.io/en/latest/example_notebooks/IS2_data_access.html) shows more detail about different search parameters and how to inspect the results of a query." - ] - }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "aefa7597-092f-4fa4-8292-c5aa62838baf", "metadata": { "tags": [] @@ -199,7 +849,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "id": "eaa29ac9-9fd5-445e-bb69-7dc6818a68f9", "metadata": { "tags": [] @@ -215,12 +865,23 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "id": "e89f263f-1615-4afc-a0cd-d6fcdfa16de4", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "[['ATL08_20190504124152_05540301_006_02.h5']]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# Display if any data files, or granules, matched our search\n", "region.avail_granules(ids=True)" @@ -228,12 +889,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "id": "d3d59565-0276-473f-ae6f-daab9068f563", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "EARTHDATA_USERNAME and EARTHDATA_PASSWORD are not set in the current environment, try setting them or use a different strategy (netrc, interactive)\n", + "You're now authenticated with NASA Earthdata Login\n", + "Using token with expiration date: 12/15/2023\n", + "Using .netrc file for EDL\n", + "Total number of data order requests is 1 for 1 granules.\n", + "Data request 1 of 1 is submitting to NSIDC\n", + "order ID: 5000004610224\n", + "Initial status of your order request at NSIDC is: processing\n", + "Your order status is still processing at NSIDC. Please continue waiting... this may take a few moments.\n", + "Your order is: complete\n", + "Beginning download of zipped output...\n", + "Data request 5000004610224 of 1 order(s) is downloaded.\n", + "Download complete\n" + ] + } + ], "source": [ "# Download the granules to a into a folder called 'bosque_primavera_ATL08'\n", "region.download_granules('./bosque_primavera_ATL08')" @@ -274,12 +955,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "id": "d19e1cf9-f604-48b5-b761-6d374d0e2389", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "You have 1 files matching the filename pattern to be read in.\n" + ] + } + ], "source": [ "pattern = \"processed_ATL{product:2}_{datetime:%Y%m%d%H%M%S}_{rgt:4}{cycle:2}{orbitsegment:2}_{version:3}_{revision:2}.h5\"\n", "reader = ipx.Read('./bosque_primavera_ATL08', \"ATL08\", pattern)" @@ -287,12 +976,23 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "id": "2ce5e7cd-da71-4a12-8d22-8467ba740270", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "reader" ] @@ -309,12 +1009,310 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "id": "55ac93cf-5114-43ca-8c69-d27393116741", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "['ancillary_data/atlas_sdp_gps_epoch',\n", + " 'ancillary_data/control',\n", + " 'ancillary_data/data_end_utc',\n", + " 'ancillary_data/data_start_utc',\n", + " 'ancillary_data/end_cycle',\n", + " 'ancillary_data/end_delta_time',\n", + " 'ancillary_data/end_geoseg',\n", + " 'ancillary_data/end_gpssow',\n", + " 'ancillary_data/end_gpsweek',\n", + " 'ancillary_data/end_orbit',\n", + " 'ancillary_data/end_region',\n", + " 'ancillary_data/end_rgt',\n", + " 'ancillary_data/granule_end_utc',\n", + " 'ancillary_data/granule_start_utc',\n", + " 'ancillary_data/land/atl08_region',\n", + " 'ancillary_data/land/bin_size_h',\n", + " 'ancillary_data/land/bin_size_n',\n", + " 'ancillary_data/land/bright_thresh',\n", + " 'ancillary_data/land/ca_class',\n", + " 'ancillary_data/land/can_noise_thresh',\n", + " 'ancillary_data/land/can_stat_thresh',\n", + " 'ancillary_data/land/canopy20m_thresh',\n", + " 'ancillary_data/land/canopy_flag_switch',\n", + " 'ancillary_data/land/canopy_seg',\n", + " 'ancillary_data/land/class_thresh',\n", + " 'ancillary_data/land/cloud_filter_switch',\n", + " 'ancillary_data/land/del_amp',\n", + " 'ancillary_data/land/del_mu',\n", + " 'ancillary_data/land/del_sigma',\n", + " 'ancillary_data/land/dem_filter_switch',\n", + " 'ancillary_data/land/dem_removal_percent_limit',\n", + " 'ancillary_data/land/dragann_switch',\n", + " 'ancillary_data/land/dseg',\n", + " 'ancillary_data/land/dseg_buf',\n", + " 'ancillary_data/land/fnlgnd_filter_switch',\n", + " 'ancillary_data/land/gnd_stat_thresh',\n", + " 'ancillary_data/land/gthresh_factor',\n", + " 'ancillary_data/land/h_canopy_perc',\n", + " 'ancillary_data/land/iter_gnd',\n", + " 'ancillary_data/land/iter_max',\n", + " 'ancillary_data/land/lseg',\n", + " 'ancillary_data/land/lseg_buf',\n", + " 'ancillary_data/land/lw_filt_bnd',\n", + " 'ancillary_data/land/lw_gnd_bnd',\n", + " 'ancillary_data/land/lw_toc_bnd',\n", + " 'ancillary_data/land/lw_toc_cut',\n", + " 'ancillary_data/land/max_atl03files',\n", + " 'ancillary_data/land/max_atl09files',\n", + " 'ancillary_data/land/max_peaks',\n", + " 'ancillary_data/land/max_try',\n", + " 'ancillary_data/land/min_nphs',\n", + " 'ancillary_data/land/n_dec_mode',\n", + " 'ancillary_data/land/night_thresh',\n", + " 'ancillary_data/land/noise_class',\n", + " 'ancillary_data/land/outlier_filter_switch',\n", + " 'ancillary_data/land/p_static',\n", + " 'ancillary_data/land/ph_removal_percent_limit',\n", + " 'ancillary_data/land/proc_geoseg',\n", + " 'ancillary_data/land/psf',\n", + " 'ancillary_data/land/ref_dem_limit',\n", + " 'ancillary_data/land/ref_finalground_limit',\n", + " 'ancillary_data/land/relief_hbot',\n", + " 'ancillary_data/land/relief_htop',\n", + " 'ancillary_data/land/shp_param',\n", + " 'ancillary_data/land/sig_rsq_search',\n", + " 'ancillary_data/land/sseg',\n", + " 'ancillary_data/land/stat20m_thresh',\n", + " 'ancillary_data/land/stat_thresh',\n", + " 'ancillary_data/land/tc_thresh',\n", + " 'ancillary_data/land/te_class',\n", + " 'ancillary_data/land/terrain20m_thresh',\n", + " 'ancillary_data/land/toc_class',\n", + " 'ancillary_data/land/up_filt_bnd',\n", + " 'ancillary_data/land/up_gnd_bnd',\n", + " 'ancillary_data/land/up_toc_bnd',\n", + " 'ancillary_data/land/up_toc_cut',\n", + " 'ancillary_data/land/yapc_switch',\n", + " 'ancillary_data/qa_at_interval',\n", + " 'ancillary_data/release',\n", + " 'ancillary_data/start_cycle',\n", + " 'ancillary_data/start_delta_time',\n", + " 'ancillary_data/start_geoseg',\n", + " 'ancillary_data/start_gpssow',\n", + " 'ancillary_data/start_gpsweek',\n", + " 'ancillary_data/start_orbit',\n", + " 'ancillary_data/start_region',\n", + " 'ancillary_data/start_rgt',\n", + " 'ancillary_data/version',\n", + " 'ds_geosegments',\n", + " 'ds_metrics',\n", + " 'ds_surf_type',\n", + " 'gt3l/land_segments/asr',\n", + " 'gt3l/land_segments/atlas_pa',\n", + " 'gt3l/land_segments/beam_azimuth',\n", + " 'gt3l/land_segments/beam_coelev',\n", + " 'gt3l/land_segments/brightness_flag',\n", + " 'gt3l/land_segments/canopy/can_noise',\n", + " 'gt3l/land_segments/canopy/canopy_h_metrics',\n", + " 'gt3l/land_segments/canopy/canopy_h_metrics_abs',\n", + " 'gt3l/land_segments/canopy/canopy_openness',\n", + " 'gt3l/land_segments/canopy/canopy_rh_conf',\n", + " 'gt3l/land_segments/canopy/centroid_height',\n", + " 'gt3l/land_segments/canopy/h_canopy',\n", + " 'gt3l/land_segments/canopy/h_canopy_20m',\n", + " 'gt3l/land_segments/canopy/h_canopy_abs',\n", + " 'gt3l/land_segments/canopy/h_canopy_quad',\n", + " 'gt3l/land_segments/canopy/h_canopy_uncertainty',\n", + " 'gt3l/land_segments/canopy/h_dif_canopy',\n", + " 'gt3l/land_segments/canopy/h_max_canopy',\n", + " 'gt3l/land_segments/canopy/h_max_canopy_abs',\n", + " 'gt3l/land_segments/canopy/h_mean_canopy',\n", + " 'gt3l/land_segments/canopy/h_mean_canopy_abs',\n", + " 'gt3l/land_segments/canopy/h_median_canopy',\n", + " 'gt3l/land_segments/canopy/h_median_canopy_abs',\n", + " 'gt3l/land_segments/canopy/h_min_canopy',\n", + " 'gt3l/land_segments/canopy/h_min_canopy_abs',\n", + " 'gt3l/land_segments/canopy/n_ca_photons',\n", + " 'gt3l/land_segments/canopy/n_toc_photons',\n", + " 'gt3l/land_segments/canopy/photon_rate_can',\n", + " 'gt3l/land_segments/canopy/photon_rate_can_nr',\n", + " 'gt3l/land_segments/canopy/segment_cover',\n", + " 'gt3l/land_segments/canopy/subset_can_flag',\n", + " 'gt3l/land_segments/canopy/toc_roughness',\n", + " 'gt3l/land_segments/cloud_flag_atm',\n", + " 'gt3l/land_segments/cloud_fold_flag',\n", + " 'gt3l/land_segments/delta_time',\n", + " 'gt3l/land_segments/delta_time_beg',\n", + " 'gt3l/land_segments/delta_time_end',\n", + " 'gt3l/land_segments/dem_flag',\n", + " 'gt3l/land_segments/dem_h',\n", + " 'gt3l/land_segments/dem_removal_flag',\n", + " 'gt3l/land_segments/h_dif_ref',\n", + " 'gt3l/land_segments/last_seg_extend',\n", + " 'gt3l/land_segments/latitude',\n", + " 'gt3l/land_segments/latitude_20m',\n", + " 'gt3l/land_segments/layer_flag',\n", + " 'gt3l/land_segments/longitude',\n", + " 'gt3l/land_segments/longitude_20m',\n", + " 'gt3l/land_segments/msw_flag',\n", + " 'gt3l/land_segments/n_seg_ph',\n", + " 'gt3l/land_segments/night_flag',\n", + " 'gt3l/land_segments/ph_ndx_beg',\n", + " 'gt3l/land_segments/ph_removal_flag',\n", + " 'gt3l/land_segments/psf_flag',\n", + " 'gt3l/land_segments/rgt',\n", + " 'gt3l/land_segments/sat_flag',\n", + " 'gt3l/land_segments/segment_id_beg',\n", + " 'gt3l/land_segments/segment_id_end',\n", + " 'gt3l/land_segments/segment_landcover',\n", + " 'gt3l/land_segments/segment_snowcover',\n", + " 'gt3l/land_segments/segment_watermask',\n", + " 'gt3l/land_segments/sigma_across',\n", + " 'gt3l/land_segments/sigma_along',\n", + " 'gt3l/land_segments/sigma_atlas_land',\n", + " 'gt3l/land_segments/sigma_h',\n", + " 'gt3l/land_segments/sigma_topo',\n", + " 'gt3l/land_segments/snr',\n", + " 'gt3l/land_segments/solar_azimuth',\n", + " 'gt3l/land_segments/solar_elevation',\n", + " 'gt3l/land_segments/surf_type',\n", + " 'gt3l/land_segments/terrain/h_te_best_fit',\n", + " 'gt3l/land_segments/terrain/h_te_best_fit_20m',\n", + " 'gt3l/land_segments/terrain/h_te_interp',\n", + " 'gt3l/land_segments/terrain/h_te_max',\n", + " 'gt3l/land_segments/terrain/h_te_mean',\n", + " 'gt3l/land_segments/terrain/h_te_median',\n", + " 'gt3l/land_segments/terrain/h_te_min',\n", + " 'gt3l/land_segments/terrain/h_te_mode',\n", + " 'gt3l/land_segments/terrain/h_te_rh25',\n", + " 'gt3l/land_segments/terrain/h_te_skew',\n", + " 'gt3l/land_segments/terrain/h_te_std',\n", + " 'gt3l/land_segments/terrain/h_te_uncertainty',\n", + " 'gt3l/land_segments/terrain/n_te_photons',\n", + " 'gt3l/land_segments/terrain/photon_rate_te',\n", + " 'gt3l/land_segments/terrain/subset_te_flag',\n", + " 'gt3l/land_segments/terrain/terrain_slope',\n", + " 'gt3l/land_segments/terrain_flg',\n", + " 'gt3l/land_segments/urban_flag',\n", + " 'gt3l/signal_photons/classed_pc_flag',\n", + " 'gt3l/signal_photons/classed_pc_indx',\n", + " 'gt3l/signal_photons/d_flag',\n", + " 'gt3l/signal_photons/delta_time',\n", + " 'gt3l/signal_photons/ph_h',\n", + " 'gt3l/signal_photons/ph_segment_id',\n", + " 'gt3r/land_segments/asr',\n", + " 'gt3r/land_segments/atlas_pa',\n", + " 'gt3r/land_segments/beam_azimuth',\n", + " 'gt3r/land_segments/beam_coelev',\n", + " 'gt3r/land_segments/brightness_flag',\n", + " 'gt3r/land_segments/canopy/can_noise',\n", + " 'gt3r/land_segments/canopy/canopy_h_metrics',\n", + " 'gt3r/land_segments/canopy/canopy_h_metrics_abs',\n", + " 'gt3r/land_segments/canopy/canopy_openness',\n", + " 'gt3r/land_segments/canopy/canopy_rh_conf',\n", + " 'gt3r/land_segments/canopy/centroid_height',\n", + " 'gt3r/land_segments/canopy/h_canopy',\n", + " 'gt3r/land_segments/canopy/h_canopy_20m',\n", + " 'gt3r/land_segments/canopy/h_canopy_abs',\n", + " 'gt3r/land_segments/canopy/h_canopy_quad',\n", + " 'gt3r/land_segments/canopy/h_canopy_uncertainty',\n", + " 'gt3r/land_segments/canopy/h_dif_canopy',\n", + " 'gt3r/land_segments/canopy/h_max_canopy',\n", + " 'gt3r/land_segments/canopy/h_max_canopy_abs',\n", + " 'gt3r/land_segments/canopy/h_mean_canopy',\n", + " 'gt3r/land_segments/canopy/h_mean_canopy_abs',\n", + " 'gt3r/land_segments/canopy/h_median_canopy',\n", + " 'gt3r/land_segments/canopy/h_median_canopy_abs',\n", + " 'gt3r/land_segments/canopy/h_min_canopy',\n", + " 'gt3r/land_segments/canopy/h_min_canopy_abs',\n", + " 'gt3r/land_segments/canopy/n_ca_photons',\n", + " 'gt3r/land_segments/canopy/n_toc_photons',\n", + " 'gt3r/land_segments/canopy/photon_rate_can',\n", + " 'gt3r/land_segments/canopy/photon_rate_can_nr',\n", + " 'gt3r/land_segments/canopy/segment_cover',\n", + " 'gt3r/land_segments/canopy/subset_can_flag',\n", + " 'gt3r/land_segments/canopy/toc_roughness',\n", + " 'gt3r/land_segments/cloud_flag_atm',\n", + " 'gt3r/land_segments/cloud_fold_flag',\n", + " 'gt3r/land_segments/delta_time',\n", + " 'gt3r/land_segments/delta_time_beg',\n", + " 'gt3r/land_segments/delta_time_end',\n", + " 'gt3r/land_segments/dem_flag',\n", + " 'gt3r/land_segments/dem_h',\n", + " 'gt3r/land_segments/dem_removal_flag',\n", + " 'gt3r/land_segments/h_dif_ref',\n", + " 'gt3r/land_segments/last_seg_extend',\n", + " 'gt3r/land_segments/latitude',\n", + " 'gt3r/land_segments/latitude_20m',\n", + " 'gt3r/land_segments/layer_flag',\n", + " 'gt3r/land_segments/longitude',\n", + " 'gt3r/land_segments/longitude_20m',\n", + " 'gt3r/land_segments/msw_flag',\n", + " 'gt3r/land_segments/n_seg_ph',\n", + " 'gt3r/land_segments/night_flag',\n", + " 'gt3r/land_segments/ph_ndx_beg',\n", + " 'gt3r/land_segments/ph_removal_flag',\n", + " 'gt3r/land_segments/psf_flag',\n", + " 'gt3r/land_segments/rgt',\n", + " 'gt3r/land_segments/sat_flag',\n", + " 'gt3r/land_segments/segment_id_beg',\n", + " 'gt3r/land_segments/segment_id_end',\n", + " 'gt3r/land_segments/segment_landcover',\n", + " 'gt3r/land_segments/segment_snowcover',\n", + " 'gt3r/land_segments/segment_watermask',\n", + " 'gt3r/land_segments/sigma_across',\n", + " 'gt3r/land_segments/sigma_along',\n", + " 'gt3r/land_segments/sigma_atlas_land',\n", + " 'gt3r/land_segments/sigma_h',\n", + " 'gt3r/land_segments/sigma_topo',\n", + " 'gt3r/land_segments/snr',\n", + " 'gt3r/land_segments/solar_azimuth',\n", + " 'gt3r/land_segments/solar_elevation',\n", + " 'gt3r/land_segments/surf_type',\n", + " 'gt3r/land_segments/terrain/h_te_best_fit',\n", + " 'gt3r/land_segments/terrain/h_te_best_fit_20m',\n", + " 'gt3r/land_segments/terrain/h_te_interp',\n", + " 'gt3r/land_segments/terrain/h_te_max',\n", + " 'gt3r/land_segments/terrain/h_te_mean',\n", + " 'gt3r/land_segments/terrain/h_te_median',\n", + " 'gt3r/land_segments/terrain/h_te_min',\n", + " 'gt3r/land_segments/terrain/h_te_mode',\n", + " 'gt3r/land_segments/terrain/h_te_rh25',\n", + " 'gt3r/land_segments/terrain/h_te_skew',\n", + " 'gt3r/land_segments/terrain/h_te_std',\n", + " 'gt3r/land_segments/terrain/h_te_uncertainty',\n", + " 'gt3r/land_segments/terrain/n_te_photons',\n", + " 'gt3r/land_segments/terrain/photon_rate_te',\n", + " 'gt3r/land_segments/terrain/subset_te_flag',\n", + " 'gt3r/land_segments/terrain/terrain_slope',\n", + " 'gt3r/land_segments/terrain_flg',\n", + " 'gt3r/land_segments/urban_flag',\n", + " 'gt3r/signal_photons/classed_pc_flag',\n", + " 'gt3r/signal_photons/classed_pc_indx',\n", + " 'gt3r/signal_photons/d_flag',\n", + " 'gt3r/signal_photons/delta_time',\n", + " 'gt3r/signal_photons/ph_h',\n", + " 'gt3r/signal_photons/ph_segment_id',\n", + " 'orbit_info/bounding_polygon_lat1',\n", + " 'orbit_info/bounding_polygon_lon1',\n", + " 'orbit_info/crossing_time',\n", + " 'orbit_info/cycle_number',\n", + " 'orbit_info/lan',\n", + " 'orbit_info/orbit_number',\n", + " 'orbit_info/rgt',\n", + " 'orbit_info/sc_orient',\n", + " 'orbit_info/sc_orient_time',\n", + " 'quality_assessment/qa_granule_fail_reason',\n", + " 'quality_assessment/qa_granule_pass_fail']" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "reader.vars.avail()" ] @@ -381,7 +1379,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "id": "f32bd099-3dab-4613-907b-d538726b28f5", "metadata": { "tags": [] @@ -409,12 +1407,647 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "id": "63c134a7-9ba3-48f0-9d8a-e5e6473ff49a", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/srv/conda/envs/notebook/lib/python3.10/site-packages/icepyx/core/read.py:520: UserWarning: rename 'delta_time' to 'photon_idx' does not create an index anymore. Try using swap_dims instead or use set_index after rename to create an indexed coordinate.\n", + " .rename({\"delta_time\": \"photon_idx\"})\n", + "/srv/conda/envs/notebook/lib/python3.10/site-packages/icepyx/core/read.py:520: UserWarning: rename 'delta_time' to 'photon_idx' does not create an index anymore. Try using swap_dims instead or use set_index after rename to create an indexed coordinate.\n", + " .rename({\"delta_time\": \"photon_idx\"})\n" + ] + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.Dataset>\n",
+       "Dimensions:              (gran_idx: 1, photon_idx: 211, spot: 2)\n",
+       "Coordinates:\n",
+       "  * gran_idx             (gran_idx) float64 5.54e+04\n",
+       "  * photon_idx           (photon_idx) int64 0 1 2 3 4 5 ... 206 207 208 209 210\n",
+       "  * spot                 (spot) uint8 1 2\n",
+       "    source_file          (gran_idx) <U74 './bosque_primavera_ATL08/processed_...\n",
+       "    delta_time           (photon_idx) datetime64[ns] 2019-05-04T12:47:13.5766...\n",
+       "Data variables:\n",
+       "    sc_orient            (gran_idx) int8 0\n",
+       "    cycle_number         (gran_idx) int8 3\n",
+       "    rgt                  (gran_idx, spot, photon_idx) float32 554.0 ... 554.0\n",
+       "    atlas_sdp_gps_epoch  (gran_idx) datetime64[ns] 2018-01-01T00:00:18\n",
+       "    data_start_utc       (gran_idx) datetime64[ns] 2019-05-04T12:46:31.876322\n",
+       "    data_end_utc         (gran_idx) datetime64[ns] 2019-05-04T12:48:54.200826\n",
+       "    latitude             (spot, gran_idx, photon_idx) float32 20.59 ... 20.73\n",
+       "    longitude            (spot, gran_idx, photon_idx) float32 -103.7 ... -103.7\n",
+       "    gt                   (gran_idx, spot) object 'gt3l' 'gt3r'\n",
+       "    h_canopy             (photon_idx) float32 12.12 4.747 11.83 ... nan nan nan\n",
+       "Attributes:\n",
+       "    data_product:  ATL08\n",
+       "    Description:   Contains data categorized as land at 100 meter intervals.\n",
+       "    data_rate:     Data are stored as aggregates of 100 meters.
" + ], + "text/plain": [ + "\n", + "Dimensions: (gran_idx: 1, photon_idx: 211, spot: 2)\n", + "Coordinates:\n", + " * gran_idx (gran_idx) float64 5.54e+04\n", + " * photon_idx (photon_idx) int64 0 1 2 3 4 5 ... 206 207 208 209 210\n", + " * spot (spot) uint8 1 2\n", + " source_file (gran_idx) " + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "ds.plot.scatter(x=\"longitude\", y=\"latitude\", hue=\"h_canopy\")" ] @@ -470,9 +2124,11 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "id": "6538688f-00d1-447c-a5e2-8bb47140965f", - "metadata": {}, + "metadata": { + "tags": [] + }, "outputs": [], "source": [ "# Create our Query\n", @@ -484,10 +2140,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "id": "d5f82c65-778b-47aa-9ea1-8ee87d84846e", - "metadata": {}, - "outputs": [], + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "We are already authenticated with NASA EDL\n" + ] + } + ], "source": [ "# Specify desired variables\n", "region.order_vars.append(var_list=['h_canopy', 'latitude', 'longitude'])" @@ -495,12 +2161,28 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "id": "c83121ad-f9fa-4373-9cb6-90708c73693c", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Total number of data order requests is 1 for 1 granules.\n", + "Data request 1 of 1 is submitting to NSIDC\n", + "order ID: 5000004610225\n", + "Initial status of your order request at NSIDC is: processing\n", + "Your order status is still processing at NSIDC. Please continue waiting... this may take a few moments.\n", + "Your order is: complete\n", + "Beginning download of zipped output...\n", + "Data request 5000004610225 of 1 order(s) is downloaded.\n", + "Download complete\n" + ] + } + ], "source": [ "# Download the granules, using the Coverage kwarg to specify variables\n", "region.download_granules(path='./ATL08_h_canopy', Coverage=region.order_vars.wanted)" @@ -508,10 +2190,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "id": "0488dbb2-6c00-42ad-b53b-7d3856c20751", - "metadata": {}, - "outputs": [], + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "You have 1 files matching the filename pattern to be read in.\n" + ] + } + ], "source": [ "# Read the new data\n", "pattern = \"processed_ATL{product:2}_{datetime:%Y%m%d%H%M%S}_{rgt:4}{cycle:2}{orbitsegment:2}_{version:3}_{revision:2}.h5\"\n", @@ -528,27 +2220,56 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "id": "3f69fa49-1dc2-4bca-a4d1-e2bffab778b3", - "metadata": {}, - "outputs": [], + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "['ancillary_data/atlas_sdp_gps_epoch',\n", + " 'ancillary_data/data_end_utc',\n", + " 'ancillary_data/data_start_utc',\n", + " 'ancillary_data/end_delta_time',\n", + " 'ancillary_data/granule_end_utc',\n", + " 'ancillary_data/granule_start_utc',\n", + " 'ancillary_data/start_delta_time',\n", + " 'gt3l/land_segments/canopy/h_canopy',\n", + " 'gt3l/land_segments/delta_time',\n", + " 'gt3l/land_segments/latitude',\n", + " 'gt3l/land_segments/longitude',\n", + " 'gt3r/land_segments/canopy/h_canopy',\n", + " 'gt3r/land_segments/delta_time',\n", + " 'gt3r/land_segments/latitude',\n", + " 'gt3r/land_segments/longitude',\n", + " 'orbit_info/sc_orient',\n", + " 'orbit_info/sc_orient_time']" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "reader.vars.avail()" ] }, { "cell_type": "markdown", - "id": "604f9bc9-a9b8-41f4-ac1f-d889b692c011", + "id": "4e8a8453-ad8a-4814-a660-7c37167a9569", "metadata": {}, "source": [ "## Some example plots\n", "\n", - "In this last section there are a few more examples of selecting ATL08 variables and plotting them to view the data." + "To close, here are a few more examples of reading and visualizing ATL08 data." ] }, { "cell_type": "markdown", - "id": "e7e64ea2-ae03-4919-9119-874b85345154", + "id": "a562d349-a868-4431-bab6-47c526728add", "metadata": {}, "source": [ "### Example 1: View the photon classifications" @@ -556,12 +2277,20 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "16717d91-f92d-4bb7-b484-1700e82fec84", + "execution_count": 20, + "id": "b14c3735-6457-4b94-9fcc-e0291d274a42", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "You have 1 files matching the filename pattern to be read in.\n" + ] + } + ], "source": [ "# Set up the data reader\n", "pattern = \"processed_ATL{product:2}_{datetime:%Y%m%d%H%M%S}_{rgt:4}{cycle:2}{orbitsegment:2}_{version:3}_{revision:2}.h5\"\n", @@ -570,8 +2299,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "933518f6-6b5f-4238-b272-d1fe305ad5a1", + "execution_count": 21, + "id": "0883e748-7af5-494b-9d15-2cc2cccc551b", "metadata": {}, "outputs": [], "source": [ @@ -581,10 +2310,467 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "6bf76063-c502-40fe-9930-4518b8a639b5", + "execution_count": 22, + "id": "37d6e95f-f59d-43db-9a57-042075c5bcd0", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/srv/conda/envs/notebook/lib/python3.10/site-packages/icepyx/core/read.py:520: UserWarning: rename 'delta_time' to 'photon_idx' does not create an index anymore. Try using swap_dims instead or use set_index after rename to create an indexed coordinate.\n", + " .rename({\"delta_time\": \"photon_idx\"})\n", + "/srv/conda/envs/notebook/lib/python3.10/site-packages/icepyx/core/read.py:520: UserWarning: rename 'delta_time' to 'photon_idx' does not create an index anymore. Try using swap_dims instead or use set_index after rename to create an indexed coordinate.\n", + " .rename({\"delta_time\": \"photon_idx\"})\n", + "/srv/conda/envs/notebook/lib/python3.10/site-packages/icepyx/core/read.py:520: UserWarning: rename 'delta_time' to 'photon_idx' does not create an index anymore. Try using swap_dims instead or use set_index after rename to create an indexed coordinate.\n", + " .rename({\"delta_time\": \"photon_idx\"})\n", + "/srv/conda/envs/notebook/lib/python3.10/site-packages/icepyx/core/read.py:520: UserWarning: rename 'delta_time' to 'photon_idx' does not create an index anymore. Try using swap_dims instead or use set_index after rename to create an indexed coordinate.\n", + " .rename({\"delta_time\": \"photon_idx\"})\n" + ] + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.Dataset>\n",
+       "Dimensions:              (gran_idx: 1, photon_idx: 25234, spot: 2)\n",
+       "Coordinates:\n",
+       "  * gran_idx             (gran_idx) float64 5.54e+04\n",
+       "  * photon_idx           (photon_idx) int64 0 1 2 3 ... 25230 25231 25232 25233\n",
+       "  * spot                 (spot) uint8 1 2\n",
+       "    source_file          (gran_idx) <U74 './bosque_primavera_ATL08/processed_...\n",
+       "    delta_time           (photon_idx) datetime64[ns] 2019-05-04T12:47:13.5766...\n",
+       "Data variables:\n",
+       "    sc_orient            (gran_idx) int8 0\n",
+       "    cycle_number         (gran_idx) int8 3\n",
+       "    rgt                  (gran_idx, spot, photon_idx) float32 554.0 ... nan\n",
+       "    atlas_sdp_gps_epoch  (gran_idx) datetime64[ns] 2018-01-01T00:00:18\n",
+       "    data_start_utc       (gran_idx) datetime64[ns] 2019-05-04T12:46:31.876322\n",
+       "    data_end_utc         (gran_idx) datetime64[ns] 2019-05-04T12:48:54.200826\n",
+       "    latitude             (spot, gran_idx, photon_idx) float32 20.59 ... nan\n",
+       "    longitude            (spot, gran_idx, photon_idx) float32 -103.7 ... nan\n",
+       "    gt                   (gran_idx, spot) <U4 'gt3l' 'gt3r'\n",
+       "    ph_h                 (spot, gran_idx, photon_idx) float32 nan ... 0.05542\n",
+       "    classed_pc_flag      (spot, gran_idx, photon_idx) float32 nan nan ... 1.0\n",
+       "Attributes:\n",
+       "    data_product:  ATL08
" + ], + "text/plain": [ + "\n", + "Dimensions: (gran_idx: 1, photon_idx: 25234, spot: 2)\n", + "Coordinates:\n", + " * gran_idx (gran_idx) float64 5.54e+04\n", + " * photon_idx (photon_idx) int64 0 1 2 3 ... 25230 25231 25232 25233\n", + " * spot (spot) uint8 1 2\n", + " source_file (gran_idx) " + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# A less complex plot\n", + "fig, ax = plt.subplots()\n", + "fig.set_size_inches(15, 4)\n", + " \n", + "gt1l.plot.scatter(ax=ax, x='delta_time', y='ph_h', hue='classed_pc_flag')" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "962f96d7-7ef2-4e1c-bc36-49cd5b97feeb", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'Height above the ground (m)')" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# A plot with more customization\n", "fig, ax = plt.subplots()\n", + "fig.set_size_inches(17, 6)\n", + "fig.suptitle('Classification of input photons', size=16)\n", "\n", - "ds_photons.plot.scatter(ax=ax, x='delta_time', y='ph_h', hue='classed_pc_flag')" + "labels={0: 'noise', 1: 'ground', 2: 'canopy', 3: 'top of canopy'}\n", + "colors={0: 'grey', 1: 'red', 2: 'green', 3: 'blue'}\n", + "\n", + "for g in np.unique(gt1l.classed_pc_flag[0]):\n", + " if not math.isnan(g):\n", + " ds_group = gt1l.where(gt1l.classed_pc_flag == g, drop=True)\n", + " ax.scatter(x=ds_group.delta_time, y=ds_group.ph_h, c=colors[g], \n", + " label=labels[g], s=8)\n", + "ax.legend()\n", + "\n", + "ax.set_ylabel('Height above the ground (m)', size=12)\n" ] }, { "cell_type": "markdown", - "id": "4ca56951-0711-43c7-9d0f-065c2ae2228c", + "id": "8528066f-aad4-44f5-aa40-3c751ced8d94", "metadata": {}, "source": [ "### Plot the canopy compared to the ground height\n", @@ -618,8 +2887,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "a52bcd53-0457-4906-beb8-946fef1cf2c1", + "execution_count": 26, + "id": "d7c10b52-35f7-47b9-866d-d02cb3f4fa79", "metadata": {}, "outputs": [], "source": [ @@ -631,10 +2900,640 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "8c7cfb1c-6408-411c-8f87-e5040898149b", + "execution_count": 27, + "id": "f843bba2-84f9-499c-8120-aac06f0dd2b9", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/srv/conda/envs/notebook/lib/python3.10/site-packages/icepyx/core/read.py:520: UserWarning: rename 'delta_time' to 'photon_idx' does not create an index anymore. Try using swap_dims instead or use set_index after rename to create an indexed coordinate.\n", + " .rename({\"delta_time\": \"photon_idx\"})\n", + "/srv/conda/envs/notebook/lib/python3.10/site-packages/icepyx/core/read.py:520: UserWarning: rename 'delta_time' to 'photon_idx' does not create an index anymore. Try using swap_dims instead or use set_index after rename to create an indexed coordinate.\n", + " .rename({\"delta_time\": \"photon_idx\"})\n" + ] + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.Dataset>\n",
+       "Dimensions:              (gran_idx: 1, photon_idx: 211, spot: 2)\n",
+       "Coordinates:\n",
+       "  * gran_idx             (gran_idx) float64 5.54e+04\n",
+       "  * photon_idx           (photon_idx) int64 0 1 2 3 4 5 ... 206 207 208 209 210\n",
+       "  * spot                 (spot) uint8 1 2\n",
+       "    source_file          (gran_idx) <U74 './bosque_primavera_ATL08/processed_...\n",
+       "    delta_time           (photon_idx) datetime64[ns] 2019-05-04T12:47:13.5766...\n",
+       "Data variables:\n",
+       "    sc_orient            (gran_idx) int8 0\n",
+       "    cycle_number         (gran_idx) int8 3\n",
+       "    rgt                  (gran_idx, spot, photon_idx) float32 554.0 ... 554.0\n",
+       "    atlas_sdp_gps_epoch  (gran_idx) datetime64[ns] 2018-01-01T00:00:18\n",
+       "    data_start_utc       (gran_idx) datetime64[ns] 2019-05-04T12:46:31.876322\n",
+       "    data_end_utc         (gran_idx) datetime64[ns] 2019-05-04T12:48:54.200826\n",
+       "    latitude             (spot, gran_idx, photon_idx) float32 20.59 ... 20.73\n",
+       "    longitude            (spot, gran_idx, photon_idx) float32 -103.7 ... -103.7\n",
+       "    gt                   (gran_idx, spot) object 'gt3l' 'gt3r'\n",
+       "    h_te_best_fit        (photon_idx) float32 1.342e+03 1.34e+03 ... 1.381e+03\n",
+       "Attributes:\n",
+       "    data_product:  ATL08\n",
+       "    Description:   Contains data categorized as land at 100 meter intervals.\n",
+       "    data_rate:     Data are stored as aggregates of 100 meters.
" + ], + "text/plain": [ + "\n", + "Dimensions: (gran_idx: 1, photon_idx: 211, spot: 2)\n", + "Coordinates:\n", + " * gran_idx (gran_idx) float64 5.54e+04\n", + " * photon_idx (photon_idx) int64 0 1 2 3 4 5 ... 206 207 208 209 210\n", + " * spot (spot) uint8 1 2\n", + " source_file (gran_idx) " + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAABAYAAAFpCAYAAAAPwCrxAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy81sbWrAAAACXBIWXMAAA9hAAAPYQGoP6dpAAC5QklEQVR4nOzdeXgT1foH8G+SblDaQgtt2UrBSgvIKrKKUIqlKLLoRRR/4IoIeAEBr6CyFMUVFb3gwuKCC15F4Cp6y77JKkJRkIIgIFspW1v2tsn5/TEkzTJpZrIn/X6eh6d0OklOkplJznvOeV+NEEKAiIiIiIiIiColra8bQERERERERES+w8AAERERERERUSXGwAARERERERFRJcbAABEREREREVElxsAAERERERERUSXGwAARERERERFRJcbAABEREREREVElxsAAERERERERUSXGwAARERERERFRJcbAABERVSg5ORmPPPKIw/3WrVsHjUaDdevWebxNahnbJvdv69atDm//6aef2r19fn6+3dtdvXoVjRs3hkajwYwZM9z5lBT797//jbS0NISHh6Nhw4bIzs5GaWlphbd58cUXodFocMstt3iplcHpxRdfRFJSEkJCQlC9enUAQLdu3dCtWzeL/TQaDaZOner19imRnJxsOtaffvpp0/YjR46oPt/btGmD0aNHA5BeBx5fRET+I8TXDSAiIv+2ZMkSREdH+7oZbvHKK68gPT3dYpuazsknn3yCtLQ0i21xcXF29580aRIuX76srpFuNH36dEyaNAkTJkxAZmYmfvnlF7z44os4ceIE5syZI3ub3NxczJgxAwkJCV5ubXD573//i+nTp+OFF15Ar169EB4eDgB4//33fdwy9e666y5MmjQJiYmJTt/H4cOHsWvXLsycOdN9DSMiIrdhYICIyM8JIXDt2jVUqVLFJ4/funVrnzyuJ9x8883o0KGD07e/5ZZb0LZtW0X7bt++Hf/+97/x5ZdfYsCAAU4/ppxPP/0Ujz76KIQQdvc5d+4cXn75ZQwdOhSvvPIKAGmUtrS0FC+++CLGjBmDpk2bWtymrKwMjz76KIYNG4bdu3fj7Nmzbm23L/jq/NmzZw8AYNSoUYiPjzdtt37NA0GtWrVcOm8AYNGiRYiPj8ftt9/uplYREZE7cSkBEZGX/Pe//0WLFi0QHh6ORo0a4d1338XUqVOh0Wgs9jNO2f3www/RpEkThIeH47PPPgMAZGdno3379oiNjUV0dDTatGmD+fPn23QQk5OT0bt3b+Tk5KBNmzaoUqUK0tLS8PHHH6tut9xSgry8PGRlZaFq1aqoWbMmnnrqKVy8eNFinz///BPR0dE2neI1a9ZAp9Nh0qRJqtsSKEpKSvDYY49h5MiRFQYS8vPzMWzYMNSrVw9hYWGmqf5lZWUutyEnJwfXrl3Do48+arHdGFBYunSpzW1ee+01nD9/HtOnT3f58a9cuYLx48ejYcOGiIiIQGxsLNq2bYuFCxda7Pf999+jY8eOqFq1KqKionDnnXdiy5YtFvs88sgjSE5OtnkMtedPXl4eHnzwQSQkJCA8PBxJSUkYMmQIrl+/brq9O96T5ORkvPjiiwCAhIQEi6UCcksJ5Hjy2PCF7777Dv3794dWa/nVc+PGjejQoQOqVKmCunXrYtKkSdDr9Rb7nD9/HiNGjEDdunURFhaGRo0a4YUXXrB43wDg22+/Rfv27RETE4OqVauiUaNGeOyxxyz2kbt2/fDDDzbLIuwtoZJ7/4qLi03HelhYGOrWrYsxY8aoni30yCOPoFq1ati7dy8yMjIQGRmJWrVq4emnn8aVK1dU3RcRkVqcMUBE5AU5OTm49957cccdd+A///kPysrKMGPGDJw+fVp2/6VLl2Ljxo2YPHkyEhMTTSOOR44cwbBhw5CUlAQA2Lp1K/75z3/ixIkTmDx5ssV97N69G+PGjcOECROQkJCAefPm4fHHH0dKSgruuOMOp5/L6dOn0bVrV4SGhuL9999HQkICvvzyS4v1x4A0Oj937lw88MADeO+99zBq1Cjk5+dj0KBB6NKli8M11UIImw6CPSEhyj7ORo4ciQceeABVq1ZFx44dMWnSJFUjmL1798aZM2cQExODbt26Ydq0abJLEaZNm4bLly/jpZdewpkzZ2TvKz8/H+3atYNWq8XkyZNx0003YcuWLXj55Zdx5MgRfPLJJ4rbJcc4Yt28eXOL7bVr10bNmjVNfzf6448/8PLLL2Px4sWoVq2aS48NAGPHjsXnn3+Ol19+Ga1bt8bly5exZ88enDt3zrTPV199hYceegiZmZlYuHAhrl+/jjfeeAPdunXD6tWrnR5dljt/du/ejdtvvx01a9bEtGnTcPPNN+PUqVP4/vvvUVJSgvDwcLe9J0uWLMHs2bMxf/585OTkICYmBvXq1VPcflfbYTAYYDAYHD6ORqOBTqdT3C5zycnJFc5YMXf8+HFs374dL730ksX2/Px8PPDAA5gwYQKmTZuGH3/8ES+//DIuXLiAWbNmAQCuXbuG9PR0HDp0CNnZ2WjRogU2btyIV199Fbm5ufjxxx8BAFu2bMHAgQMxcOBATJ06FRERETh69CjWrFljejyl1y41rly5gq5du+L48eN4/vnn0aJFC+zduxeTJ0/G77//jlWrVtkErypSWlqKu+66C8OGDcOECROwefNmvPzyyzh69Ch++OEHp9tJROSQICIij7vttttE/fr1xfXr103bLl68KOLi4oT1pRiAiImJEefPn6/wPvV6vSgtLRXTpk0TcXFxwmAwmP7WoEEDERERIY4ePWradvXqVREbGyuGDRumqu0NGjQQDz/8sOn35557Tmg0GpGbm2ux35133ikAiLVr11psHz58uAgLCxNbtmwR3bt3F/Hx8eLkyZMOH/eTTz4RABT9c2Tnzp1i9OjRYsmSJWLDhg3i448/Fk2aNBE6nU7k5OQ4vP3//vc/8cILL4gffvhBrF+/XsyaNUvUq1dPREZG2rwOu3btEqGhoab7PXz4sAAg3nzzTYv9hg0bJqpVq2bxHgkhxIwZMwQAsXfvXtO2srIyUVpaavo3f/58AcBiW2lpqdDr9abbDB06VISHh8s+n8aNG4vMzEzT73q9XrRv3148+OCDpm1du3YVzZo1c/ja2HPLLbeIfv362f27Xq8XderUEc2bN7do98WLF0V8fLzo1KmTadvDDz8sGjRoYHMfU6ZMUXz+dO/eXVSvXl0UFBTYbZOa98QRY9vOnDljsb1r166ia9euNm2eMmWK29rx8MMPKzpvrNshx/r8d8bMmTNFjRo1RGlpqWlb165dBQDx3//+12LfoUOHCq1Wa3ruH374oQAgvvnmG4v9Xn/9dQFArFixQghR/toUFhbabYeaa5e95239/r366qtCq9WKX375xWK/RYsWCQDip59+stsea8b37d1337XYPn36dAFA/Pzzz4rvi4hILS4lICLysMuXL2PHjh3o168fwsLCTNurVauGe+65R/Y23bt3R40aNWy2r1mzBj169EBMTAx0Oh1CQ0MxefJknDt3DgUFBRb7tmrVyjSzAAAiIiLQuHFjHD161KXns3btWjRr1gwtW7a02D5o0CDZ/d955x00a9YM6enpWLduHb744gvUrl3b4ePcc889+OWXXxT9c6R169aYOXMm+vXrhy5duuDRRx/F5s2bUbt2bfzrX/9yePusrCy8/PLL6N27N+644w6MHDkSGzduhEajsZipUVZWhsceewwDBw5Ez549K7zPZcuWIT09HXXq1EFZWZnpX69evQAA69evN+170003ITQ01PTv8ccfBwCLbaGhoZg2bZrFY1Q0Umn+t7fffht//vmnWxPDtWvXDv/73/8wYcIErFu3DlevXrX4+/79+3Hy5EkMHjzYYnp5tWrVcN9992Hr1q1OT5+2Pn+uXLmC9evX4/7770etWrXs3k7Ne+JJrrZj6tSpis6bjz76yBtPB9999x369u1rM7MnKioKffr0sdg2aNAgGAwGbNiwAYB0zYuMjMQ//vEPi/2M0/xXr14NALjtttsAAPfffz+++eYbnDhxwqYdaq9dSixbtgy33HILWrVqZfFe9ezZ0+kqLQ899JBs+9auXet0O4mIHOFSAiIiD7tw4QKEELJZ3u1lfpfrOG/fvh2ZmZno1q0b5s6da1p7vHTpUkyfPt2m4yWXLT88PNxmP7XOnTuHhg0b2my3l7E8PDwcgwYNwrPPPos2bdrgzjvvVPQ4sbGxiImJcamtFalevTp69+6NDz/8EFevXlWdnC45ORm33367RbnDmTNn4q+//sI333yDwsJCANL6Y0CaEl1YWIioqCjodDqcPn0aP/zwA0JDQ2Xv3zzx3w8//GCxnnrZsmXIzs62CYrUqVPH9P+4uDhcu3YNV65cQdWqVS32O3/+PG699VYAwN9//43JkyfjtddeQ1hYmKndZWVlMBgMKCwsRHh4uOrX57333kO9evXwn//8B6+//joiIiLQs2dPvPnmm7j55ptNSwrkjvU6derAYDDgwoULNm1Xwvo+L1y4AL1e73A6v5r3xJNcbUdSUpKipQtqprg7Kz8/H5s2bZINwMld/4zXEePxce7cOSQmJtq0NT4+HiEhIab97rjjDixduhTvvfeeKW9Es2bN8MILL+DBBx803Zeaa5cSp0+fxsGDB912zISEhNhcu61fEyIiT2BggIjIw2rUqAGNRiObTyA/P1/2NnJf2L/++muEhoZi2bJliIiIMG2XSyLnSXFxcbLttvdc9uzZg8mTJ+O2227DL7/8grfffhtjx451+DifffaZTeI8e4TCtc72budsB0kIYTHavWfPHhQVFeHmm2+22XfSpEmYNGkSdu3ahVatWqFmzZpo0aKF3UR/5p186zwBxvwAFSU2NN7m999/R/v27U3b8/PzcfbsWVNuhL/++gtXr17F6NGjTTXmzdWoUQOjR49WPZsgMjIS2dnZyM7OxunTp02zB+655x7k5eWZOj+nTp2yue3Jkyeh1WpNo/4RERE2ieYA+50u6/czNjYWOp0Ox48fr7DNat4TT3K1HY899pgp4WJFunbt6tSIthpLlixBZGSkbECwomui8fiIi4vDtm3bIISweF8LCgpQVlaGmjVrmrb17dsXffv2xfXr17F161a8+uqrGDRoEJKTk9GxY0dV166Kjjnzx6xZsyaqVKliN7Gr+b5KlJWV4dy5cxbBAevXhIjIExgYICLysMjISLRt2xZLly7FjBkzTMsJLl26hGXLlim+H41Gg5CQEItkYVevXsXnn3/u9jZXJD09HW+88QZ2795tMSX3q6++stn38uXLGDBgAJKTk7F27VpMmDABEyZMQOfOnS06q3KMSwk85cKFC1i2bBlatWplEWhR6vDhw9i0aRN69Ohh2jZhwgSbTOb5+fl48MEH8dRTT2HgwIFISUkBICUy/Omnn3DTTTfJLhtxVVZWFiIiIvDpp59avNaffvopNBoN+vXrB0BaciI3RXnMmDEoKirCJ598oipxnpyEhAQ88sgj2L17N2bOnIkrV64gNTUVdevWxVdffYXx48ebOn2XL1/Gd999Z6pUAEizMwoKCnD69GnTKHNJSQmWL1+u6PGrVKmCrl274ttvv8X06dPtdtY8/Z4o5Wo7pk6dqiihXlRUlDPNU+W7775D7969ER4ebvO3ixcv4vvvv7dYTvDVV19Bq9WaEqRmZGTgm2++wdKlS9G/f3/TfgsWLDD93Vp4eDi6du2K6tWrY/ny5di1axc6duyo6tqVnJyM3377zWLbgQMHsH//fovjp3fv3njllVcQFxcnOxvBGV9++SVGjRpl0z4l1SyIiJzm0wwHRESVxP/+9z+h1WpFt27dxJIlS8SiRYtE+/btRYMGDYRGo7HYF4AYOXKkzX2sXr1aABD/+Mc/xIoVK8TChQvFrbfeKm6++WYBQBw+fNi0b4MGDcTdd99tcx9yic8csU7CderUKVGrVi1Rt25d8cknn4iffvpJPPTQQ6J+/fo2Cbz+7//+T1StWlXs2bNHCCHE9evXxa233iqSk5PFhQsXVLXDFQ8++KB47rnnxLfffivWrl0r5syZI1JTU0VISIhYuXKlxb6PPfaY0Ol04siRI6ZtGRkZIjs7WyxZskSsXr1azJw5U9SpU0dERUWJ33//vcLHtpd88OTJk6JBgwYiLS1NvP/++2L16tXixx9/FLNnzxZ33323OHbsmN37NCZmdOTll18WGo1GPP/882LdunXizTffFOHh4WLo0KEOb2sv+aAxqZ51kklr7dq1E9OmTRNLly4V69evFx9++KGIi4sTHTt2NO3z5ZdfCgDirrvuEv/973/FN998I2677TYRFhYmNm7caNrvr7/+EqGhoaJbt27ixx9/FN99953o2rWraNiwoWzyQbnzJzc3V1SrVk00atRIzJkzR6xZs0YsXLhQPPjgg6K4uFgI4dp7Yu91cib5oDvb4So1yQc/++wzodPpxGeffSaEEOLs2bMiJCRELFq0yGbfrl27iri4OFGnTh3x73//WyxfvlyMHj1aABDDhw837Xf16lXRokULERUVJd5++22xcuVKMWXKFBEaGiruuusu036TJk0Sjz76qPjiiy/EunXrxNKlS0V6eroIDQ01XX/UXLu++OILU1tWrVol5s+fL1JTU0Xt2rUt3r9Lly6J1q1bi3r16om33npLrFy5UixfvlzMnTtXDBgwQGzdulXxa/3www+LsLAwkZSUJKZPny5WrFghpk6dKkJCQkSvXr0s9u3evbvQ6XQW27Kzs4VOpxPr1q0zbVu3bp3Q6XQiOztbcTuIqHJiYICIyEuWLFkimjdvbvri99prr4lRo0aJGjVqWOxnr2MjhBAff/yxSE1NFeHh4aJRo0bi1VdfNWWo91ZgQAgh/vjjD3HnnXeKiIgIERsbKx5//HHx3//+1+LL9dy5cwUA8cknn1jc9uDBgyI6OrrCjPXu9uqrr4pWrVqJmJgYodPpRK1atUT//v3F9u3bbfY1ZgY3fz3HjBkjmjZtKqKiokRISIioU6eO+L//+z+xf/9+h49tLzAghBBnzpwRo0aNEg0bNhShoaEiNjZW3HrrreKFF14Qly5dsnufSgMDQgjx7rvvisaNG5uOuylTpoiSkhKHt7MXGBg3bpzQaDRi3759Fd5+woQJom3btqJGjRqm4/WZZ54RZ8+etdhv6dKlon379iIiIkJERkaKjIwMsWnTJpv7++mnn0SrVq1ElSpVRKNGjcSsWbPsViWwd/788ccfYsCAASIuLs70ejzyyCPi2rVrpn2cfU+suRIYcGc7XKUmMGA8Lo3n/Lx580TVqlXF5cuXbfY1Hl/r1q0Tbdu2FeHh4aJ27dri+eeft6heIIQQ586dE0899ZSoXbu2CAkJEQ0aNBATJ060eN+WLVsmevXqJerWrSvCwsJEfHy8uOuuuywCTEIou3YJIYTBYBBvvPGGaNSokYiIiBBt27YVa9askX3/Ll26JF588UWRmpoqwsLCRExMjGjevLl45plnRH5+vqLXTgjp2hMZGSl+++030a1bN1GlShURGxsrhg8fbvOeG6s6mJML2q1du1b2+CIisqYRwsmFmURE5JLS0lK0atUKdevWxYoVK3zdHCJF2rVrhwYNGuDbb7/1dVPIC5KTk9G1a1fMnz8fWq3WIqeGI3fddReqVKmC7777zoMtdN26deuQnp6OtWvX+nS6/iOPPIJFixbh0qVLPmsDEVVezDFAROQljz/+OO68807Url0b+fn5+PDDD7Fv3z68++67vm4akSLFxcXYvXu3osR2FDwWLFiABQsWYOTIkZg1a5bi2/30008ebBUREbkTAwNERF5y8eJFjB8/HmfOnEFoaCjatGmDn376ySJ5nTeVlZVV+He1o4MU/KKjo2UztVcmer2+wioYGo3GIkFooDMvlRkfH+/j1gQmg8EAg8FQ4T4hIfxKTkS+xaUERESVlKMSfQ8//DA+/fRT7zSGKEB069YN69evt/v3Bg0a4MiRI95rEPm9Rx55xOEsG34dJyJfY2CAiKiS2rFjR4V/r1mzJpKTk73TGKIAsX//fly8eNHu38PDw9G8eXMvtoj83ZEjR3D27NkK92nbtq2XWkNEJI+BASIiIiIiIqJKjItHiYiIiIiIiCoxZjrxEoPBgJMnTyIqKsrhul4iIiIiIiIiVwkhcPHiRdSpU6fCpNIMDHjJyZMnUb9+fV83g4iIiIiIiCqZY8eOoV69enb/zsCAl0RFRQGQ3pDo6Ggft4aIiIiIiIiCXXFxMerXr2/qj9rDwICXGJcPREdHMzBAREREREREXuNoOTuTDxIRERERERFVYgwMEBEREREREVViDAwQERERERERVWIMDBBR0CvTGyr8nYiIiIioMmPyQSIKakIIrDtwBrPXHMT+0xeRmhCFp7unoHtavMMkLERERERElQFnDBBR0CrTG7A6rwBDF+zArmOFuFKix65jhXhiwQ6sySvgzAEiIiIiIjAwQERBLESnxew1ByGE5XYhgNlrDyJEx0sgERERERG/FRNRUNt/+qL89nz57URERERElQ0DA0QU1FITouS3J8pvJyIiIiKqbBgYIKKgVaY34OnuKbDOMajRACPTU5hjgIiIiIgIDAwQURAL0WnRPS0e84a0RZuk6ogM06FNUnXMG9IW3dPimWOAiIiIiAgsV0hEQU6j0aBr41rIaJJg2qbXG6A3CIToyqcSlOkNDBQQERERUaXEwAARBT3rDr9Wq8HqvALMXnMQ+09fRGpCFJ7unoLuafHQWK87ICIiIiIKchweI6JKpUxvwOq8AgxdsAO7jhXiSokeu44V4okFO7AmrwB65h0gIiIiokqGgQEiqlRCdFrMXnMQQlhuz2yaiGZ1YqAzm13A5IREREREVBlwKQERVTr7T1+0+L1ns0R88FAbrM4rwPAvfuXyAiIiIiKqVFTPGNiwYQPKyspstpeVlWHDhg1uaRQRkSelJkSZ/q/VAC/e3QSr8wrw5Ofyyws4c4CIiIiIgpnqwEB6ejrOnz9vs72oqAjp6eluaRQRkaeU6Q14unsKjJMA2jWMRf3Yqnh/re3yAiGA2WsPsloBEREREQU11d92hRCy02rPnTuHyMhItzSKiMhTQnRadE+Lx7whbdEmqTrq16gKwHZ5gdH+fPntRERERETBQnGOgXvvvReAVBP8kUceQXh4uOlver0ev/32Gzp16uT+FhIRuZlGo0HXxrWQ0STBtC01IQq7jhXa7JuaGGWzjYiIiIgomCgODMTExACQZgxERUWhSpUqpr+FhYWhQ4cOGDp0qPtbSETkASFW1Qee7p6CJxbssFhOoNEAI9NTUKY3cDlBgLN+D/meEhEREZVTHBj45JNPAADJyckYP348lw0QUdAwX14we+1B7M+/iNTEKIxMZ1WCYCCEwLoDZzB7zUFWnCAiIiKSoRHCOt1Wxa5evQohBKpWldblHj16FEuWLEHTpk2RmZnpkUYGg+LiYsTExKCoqAjR0dG+bg4RyeCocvAp0xuw7sAZDJWZDTJvSFt0bVyL7zEREREFLaX9UNXfhvr27YsFCxYAAAoLC9GuXTu89dZb6Nu3Lz744APnW0xE5GPWHUR2GANfiE6L2WtYcYKIiIioIqq/Ee3cuRNdunQBACxatAiJiYk4evQoFixYgPfee8/tDSQiInIFK04QERERVUx1YODKlSuIipKydK9YsQL33nsvtFotOnTogKNHj7q9gURERK5ITZCvLMGKE0REREQS1YGBlJQULF26FMeOHcPy5ctNeQUKCgq8vnZ+w4YNuOeee1CnTh1oNBosXbrU7r7Dhg2DRqPBzJkzTdvOnz+Pf/7zn0hNTUXVqlWRlJSEUaNGoaioyOK2Fy5cwODBgxETE4OYmBgMHjwYhYWFnnlSRETkNsaKE9Y5Bs0rThARERFVdqoDA5MnT8b48eORnJyMdu3aoWPHjgCk2QOtW7d2ewMrcvnyZbRs2RKzZs2qcL+lS5di27ZtqFOnjsX2kydP4uTJk5gxYwZ+//13fPrpp8jJycHjjz9usd+gQYOQm5uLnJwc5OTkIDc3F4MHD3b78yEiIvcyrzjRJqk6IsN0aJNUHfOGtEX3tHjmGCAiIiKCE1UJACA/Px+nTp1Cy5YtodVKX6q2b9+O6OhopKWlub2RSmg0GixZsgT9+vWz2H7ixAm0b98ey5cvx913340xY8ZgzJgxdu/n22+/xf/93//h8uXLCAkJwb59+9C0aVNs3boV7du3BwBs3boVHTt2RF5eHlJTUxW1j1UJiLyDlQVIDo8LIiIiqoyU9kNDnLnzxMREXLp0CStXrsQdd9yBKlWq4LbbbvO7etAGgwGDBw/Gs88+i2bNmim6jfEFCwmRXpotW7YgJibGFBQAgA4dOiAmJgabN2+2Gxi4fv06rl+/bvq9uLjYhWdCREqwXj3Zw4oTRERERPap/mZ07tw5ZGRkoHHjxrjrrrtw6tQpAMATTzyBcePGub2Brnj99dcREhKCUaNGKdr/3LlzeOmllzBs2DDTtvz8fMTHx9vsGx8fj/z8fLv39eqrr5pyEsTExKB+/frqnwARKVamN2B1XgGGLtiBXccKcaVEj13HCvHEgh1Yk1fAteRERERERHaoDgw888wzCA0Nxd9//42qVauatg8cOBA5OTlubZwrfv31V7z77rv49NNPFY0UFhcX4+6770bTpk0xZcoUi7/J3V4IUeH9Tpw4EUVFRaZ/x44dU/8kiEgx1qsnIiIiInKO6qUEK1aswPLly1GvXj2L7TfffLNflSvcuHEjCgoKkJSUZNqm1+sxbtw4zJw5E0eOHDFtv3jxIrKyslCtWjUsWbIEoaGhpr8lJibi9OnTNvd/5swZJCQk2H388PBwhIeHu+fJEJEs63XinqhXz7XpgYfvGREREZE6qgMDly9ftpgpYHT27Fm/6ggPHjwYPXr0sNjWs2dPDB48GI8++qhpW3FxMXr27Inw8HB8//33iIiIsLhNx44dUVRUhO3bt6Ndu3YAgG3btqGoqAidOnXy/BMhIlnm+QSiq4Tis8faITUhCruOFdrs62y9euYsCDx8z4iIiIjUUx0YuOOOO7BgwQK89NJLAKRp9gaDAW+++SbS09Pd3sCKXLp0CQcPHjT9fvjwYeTm5iI2NhZJSUmIi4uz2D80NBSJiYmmhIEXL15EZmYmrly5gi+++ALFxcWmJIG1atWCTqdDkyZNkJWVhaFDh+Kjjz4CADz55JPo3bu34ooEROReZXoD1h04g6ELdkAIQKsBjp2/ghHpKXjy8x0WywnM69WrGTW2fgwAppwF84a0RdfGtTgK7Wf4nhERERE5R3Vg4M0330S3bt2wY8cOlJSU4F//+hf27t2L8+fPY9OmTZ5oo107duywCEaMHTsWAPDwww/j008/dXj7X3/9Fdu2bQMApKSkWPzt8OHDSE5OBgB8+eWXGDVqFDIzMwEAffr0waxZs9zwDIjIGdb5BAwCePnHffjgoTaYM7gtPlh3EPvzLyI1MQoj050bLXaUsyCjif2lROQbfM+IiIiInKMRwvorlGP5+fn44IMP8Ouvv8JgMKBNmzYYOXIkateu7Yk2BgWl9SOJSJmmk3NwpURvsa1ns0RM6t0E9WqUL3dyZX253GMAQGSYDnunZTl1n+RZfM+IiIiIyinth6qeMQBICfmys7OdbhwRkavk8gks35uPc5euYdHwzqZtrkwdd3fOAvI8vmdERERE6jn1jfnChQuYMWMGHn/8cTzxxBN46623cP78eXe3jYhIVpnegKe7p8B6dYBGAwzvJuUT8ORjGHMWkH/he0ZERETkHNVLCdavX4++ffsiOjoabdu2BSCt1S8sLMT333+Prl27eqShgY5LCYjcSwiBNXkFmL3W9XwCvnwMci++Z0RERETllPZDVQcGbrnlFnTq1AkffPABdDodAECv12PEiBHYtGkT9uzZ41rLgxQDA0Tu54169d54DHIvvmdEREREEo8FBqpUqYLc3FybUn379+9Hq1atcPXqVedaHOQYGCDyIX0poAu1/zsRERERURBS2g9VPYTSpk0b7Nu3z2b7vn370KpVK7V3R0TkWUIAB1cB8zKAV+pIPw+ugk1NOyIiIiKiSkpRVYLffvvN9P9Ro0Zh9OjROHjwIDp06AAA2Lp1K2bPno3XXnvNM60kInKGvlQKAnz9YHkg4PgO6fcHFgIpPThzgIiIiIgqPUVLCbRaLTQaDRztqtFooNfb1o8mLiUg8pl5GVIwwFq924AnVnm/PUREREREXqK0H6poxsDhw4fd1jAiIq8qsF36VOF2CjhMNkhERETkGkWBgQYNGni6HUREnhHfRH7GQHwT77eF3E4IgXUHzmD2moPYf/oiUhOi8HR3lickIiIiUoNDKkQUvPSlQJfxgHUHUaMBuoyT/k4Bq0xvwOq8AgxdsAO7jhXiSokeu44V4okFO7AmrwBleoOvm+gS6/YH+vMhIiIi/8XAABEFF/POvi4UaJwlJRqsdxsQVk36+cBCaTsTDwa0EJ0Ws9cctCkwIQQwe+3BgF5OYJwJ0X/2JjSdnIP+szdh/YEzDnP9EBERETlD0VICIqKAYCxNuHGGlEMgvgnQf65UfSC1V/l+ej1gKLMMDOhLGSgIQPtPX5Tfni+/PRCU6Q1Yd+AMhi7YYQp6GGdCzBvSFl0b1wrooAcReQ5zrhCRs3ilIKLgoC8FDuRIpQiP7wBKLks/Z7WRggXmFVO0WmnbvAzglTrSz4OrYDP0TH4vNSFKfnui/PZAEMwzIYjIfayXF3GmERG5QvW3i0aNGuHcuXM22wsLC9GoUSO3NIqISDVdqDRTQK43tfEtQKeTfrcXQPj6QWk78w4EjDK9AU93T5FNITEyPSWg1+QH40wIInIf8yDALVNykF90Dav3BW/OFSLyPNWBgSNHjkBvPvJ2w/Xr13HixAm3NIqIyClKShM6DCBwOUGgCNFp0T0tHvOGtEWbpOqIDNOhTVJ1zBvSFt3T4gN6ZD0YZ0IQkXtYJ169pW4MEmMiMHstZxoRkfMU5xj4/vvvTf9fvnw5YmJiTL/r9XqsXr0aycnJbm0cEZEqSksTKgkgUEDQaDTo2rgWMpokmLaV6Q0BXarQOBPiCbMcA4DlTAhnvuRz7TFRcLBebhQfFQGAM42IyDWKAwP9+vUDIH0Je/jhhy3+FhoaiuTkZLz11ltubRwRkWLG0oRfPwib3pSxNKFxNoDSAAIFBOvObaB3ds1nQsxeexD78y8iNTEKI9NT0D0t3qmgh3Ha8ew1B7H/9EWkJkTh6e7O3x8R+ZZ5EKDg4jUA0kyjXccKbfblTCMiUkIjVGYkadiwIX755RfUrFnTU20KSsXFxYiJiUFRURGio6N93Ryi4CSElCdg41vlVQm6jJNKExo7P/pSKdGgXADhgYVSBQMuJyA/4K4RfrkqB4B0yLPKAVFg6j97kykIoNUA659NR17+RTz5Oc9zIrKktB+qOjBAzmFggMhLrMsOypUhVBJAIAoi5p0Ic22SqmPxiM7ebxAROa1Mb8D6A2cslhv1bJaIDx5qgzV5BXh/nXtmGhFRcFDaD1W8lMDc6tWrsXr1ahQUFMBgsMxy+vHHHztzl0RE7mEdBJAb/ddopJkBqb3Kt+lLGRSgoMW1x0TBQ2650ZmL17DnZBG6pdZCj6bBk3OlsmAOGPIHqgMD2dnZmDZtGtq2bYvatWvzYkNEgUlJAIEoSHDtMVFwsZd4NdhyrlQGzAFD/kL1UoLatWvjjTfewODBgz3VpqDEpQREjIgT2ePJc0Nu2jEA6LTAN8M6olX96tBpeR4SEXkbc8CQN3hsKUFJSQk6derkUuOIqPJhRJxInifODfPAgty04yGdGmBk+s2oFh4iexsiIvI869KTRkIAs9cetJgRQuRpqmcMPPfcc6hWrRomTZrkqTYFJc4YoMosYCLiShIXErmRJ84NIQRW5xVYBBqy+zZD09rRpvuS24eBOiIi72s6OQdXSvQ22yPDdNg7LcsHLaJg49YZA2PHjjX932AwYM6cOVi1ahVatGiB0FDLL81vv/22k00momAVEBFxIaQyhhtnmFUqGK+4UgGXSZAz3H1uyAUadh0rRN/ZmzBvSFt0a1wLApDd54kFO/wrUEdEVAkwBwz5C0WBgV27dln83qpVKwDAnj17LLZzlIGI7PHrrOj6Uiko8PWDMPWUju+Qfn9goVTBoIKZA1wmQa5w57mhNNDg94E6IqJKoExvwNPdU2xywGg0wMj0FA4ykFcpCgysXbvW0+0goiDn1xFxXag0U0Cup7TxLcuyhlbsjdBy9JWUcve5oSTQ4NeBOiKiSkIuB0xqYhRGpnNwgbwvoL+tbtiwAffccw/q1KkDjUaDpUuX2t132LBh0Gg0mDlzpsX269ev45///Cdq1qyJyMhI9OnTB8ePH7fY58KFCxg8eDBiYmIQExODwYMHo7Cw0P1PiChIGSPi1p9v5hFxnyvYp277DY5GaBkUoIp44txITZAPKJgHGpTsQ0REnmcsPbl4RGfsnZaFxSM6o2vjWgwKkNeprkrQv39/2QNVo9EgIiICKSkpGDRoEFJTU93SwIpcvnwZLVu2xKOPPor77rvP7n5Lly7Ftm3bUKdOHZu/jRkzBj/88AO+/vprxMXFYdy4cejduzd+/fVX6HQ6AMCgQYNw/Phx5OTkAACefPJJDB48GD/88INnnhhRkAmIiHh8E2n5gNx2Bzj6Ss5y97mhZFoqAE5dJSLyI9bXXF6DyRdUVyV45JFHsHTpUlSvXh233norhBDYtWsXCgsLkZmZid27d+PIkSNYvXo1Onfu7Kl229BoNFiyZAn69etnsf3EiRNo3749li9fjrvvvhtjxozBmDFjAABFRUWoVasWPv/8cwwcOBAAcPLkSdSvXx8//fQTevbsiX379qFp06bYunUr2rdvDwDYunUrOnbsiLy8PMUBEFYlIPLjBH1yOQYAqaekIMdA/9mbZKeCt0mqjsUjvHcdpMCl9NxQsp8QAmvyCioMNCjZh4iIiAKfW6sSmEtMTMSgQYMwa9YsaLXSlxGDwYDRo0cjKioKX3/9NZ566ik899xz+Pnnn51/Bm5gMBgwePBgPPvss2jWrJnN33/99VeUlpYiMzPTtK1OnTq45ZZbsHnzZvTs2RNbtmxBTEyMKSgAAB06dEBMTAw2b95sNzBw/fp1XL9+3fR7cXGxG58ZUWBye0TcXeUFdaFS9YEHFko5BUxVCcY5rErAxEHkDkrODaVJLo3TUs2TCJbpDar3ISIiospD9bfV+fPnY8yYMaagAABotVr885//xJw5c6DRaPD000/bVCzwhddffx0hISEYNWqU7N/z8/MRFhaGGjVqWGxPSEhAfn6+aZ/4+Hib28bHx5v2kfPqq6+achLExMSgfv36LjwTIrJhLC84LwN4pY708+Aq2wSCSmk00syAJ1YBz5+Qfqb0cFiq0HwqeJuk6ogM06FNUnXMG9IW3dPiGRQgtyjTG7A6rwBDF+zArmOFuFKiNyW5XJNXYJOLQEmggVNXiYiIyEj1jIGysjLk5eWhcePGFtvz8vKg1+sBABERET4fdfj111/x7rvvYufOnarbIoSwGVlxtI+1iRMnYuzYsabfi4uLGRwgchcXywvaZX0bhffB0VfyNKVlCIOJ3y49IiLyFXfNlCSSoTowMHjwYDz++ON4/vnncdttt0Gj0WD79u145ZVXMGTIEADA+vXrZafue9PGjRtRUFCApKQk0za9Xo9x48Zh5syZOHLkCBITE1FSUoILFy5YzBooKChAp06dAEhLJ06fPm1z/2fOnEFCgv0vYuHh4QgPD3fjMyIiExfKC3oKR1/J0ypTkkulyyaIiCoN40zJjTPMljyOd7jkkUgp1YGBd955BwkJCXjjjTdMHeaEhAQ888wzeO655wAAmZmZyMrKcm9LVRo8eDB69Ohhsa1nz54YPHgwHn30UQDArbfeitDQUKxcuRL3338/AODUqVPYs2cP3njjDQBAx44dUVRUhO3bt6Ndu3YAgG3btqGoqMgUPCAiH3CyvCBRoEpNiJJNchlsJQbL9AasO3AGQ83ydhiXTcwb0hZdG9di4I2IKheHMyUzgRvV1IicpTowoNPp8MILL+CFF14wJdSzzm5oPkrvSZcuXcLBgwdNvx8+fBi5ubmIjY1FUlIS4uLiLPYPDQ1FYmKiKWFgTEwMHn/8cYwbNw5xcXGIjY3F+PHj0bx5c1NQoUmTJsjKysLQoUPx0UcfAZDKFfbu3dsrJRmJyA4XygsSBZrKlOSyMi6bICKqkL2ZkhlTgZu6WwYFuLyAnOTSt4jo6Giflt7bsWMHWrdujdatWwMAxo4di9atW2Py5MmK7+Odd95Bv379cP/996Nz586oWrUqfvjhB+jMTrAvv/wSzZs3R2ZmJjIzM9GiRQt8/vnnbn8+RKSQvlSaPmc9dU6jkSoJ6Et90y4iD6lsSS4r07IJIiJFrGdE9sgGOo8GDq1xXyJmqtQ0Qjg+ctq0aYPVq1ejRo0aaN26dYXr+3bu3Gmz7b333lPdsEcffRRRUcEzPVJp/UgiUkgI4ECO6vKCRIGssiTk6z97k+yyiTZJ1bF4RGfvN4goUNgkp9MDMDBhnb9T8r7NyyifKakNASaeAP5aa7m8AJC+A7myvIAJDoOO0n6ooqUEffv2NSXS69evn+rGjBkzBvXq1bMYha/IsWPH0Lt376AKDBCRPKc7OsbyguaJBvWlDApQUKsMSS4r07IJIpdYd9isk9Pd/TbQYiBwYIVlwrr+c4Hq9dn58xeO3rezfwLj/5RmShqDAO2GAqER7l9ewASHlZqiGQOu0mq1yM/PR3x8vKL9o6KisHv3bjRq1MjDLfMezhggsiWEwOq8AovM49l9m6Fp7ehKMSpKFEzcOZtBCIE1eQWYvfYg9udfRGpiFEamsyoBVXLmnTvTrDmzjuOhNeUdR3sjysbp58bbsvPnW9ZJBRW9b28BLQcBtz0mLR8ouVx+f668v3IJDgGzGQhOloImn3PrjAFrhYWFWLRoEQ4dOoRnn30WsbGx2LlzJxISElC3bl2b/adMmYJq1aopvv/nn38esbGxzjSNiAKEXObx+OgI3FInprxDwDJlJpVlCjn5F6XHnbvLC2o0GnRtXMsi0WCZ3lCprwEUvBSdZ8aR3E0zgSH/BQ6ZdRw7DAdCwi1Hj+VGlLUhQPunpE4js9v7B+ukgvZmAqyaIv3sMNxypqR5ImZF728FnXs/LAVN3qX6W+Vvv/2Gxo0b4/XXX8eMGTNQWFgIAFiyZAkmTpwoe5spU6agatWqih9j4sSJqF69utqmEVEAsc48rtUAL97dBKvzCjD08x3YdawQV0r0pjJla/IKUKY3+LbRPmLsdPWfvQlNJ+eg/+xNWH/gDLww4YsqMaXHXZneIJ23C9x73gbrsgnr16OyXtdIoug805eWd/bqtAZCrDqONRpKP82T08ltc2b6uVLW+zIJsHKO3jejVVOAGY3Lf7dOxFzR+2vs3Dsa8Wcp6EpN9afs2LFj8cgjj+DPP/9ERESEaXuvXr2wYcMGh7e/evUqrly5Yvr96NGjmDlzJlasWKG2KUQU4Mwzj7drGIv6sVXx/lr7ZcqCpWOghqc6XUQVUXPcOSovWBnPW3sY5CNzis8z85FcuY7jhcPST/NyvXLb7HU6Xc1ub5zNwMz4znH0vpmreXP5/3Wh0vKABxYC9W4D4m4EDVzp3Nt7XJaCrhRUf1r/8ssvGDZsmM32unXrIj8/3+Ht+/btiwULFgCQliS0b98eb731Fvr27YsPPvhAbXOIKIClJpQnGI2PkgKNLFNmiZ0u8gW1xx3PW8cY5CNrqs4zY6dOruO4fS5Qes1y9Fhum9xtraefH98hrVk3Tj8/kHMjQ74d5rMZZG/rnzMH/GbmjvWov9z7ZiRXktmYiPmJVVLOAcD5zj1LQVd6qr9RRkREoLi42Gb7/v37UatWLYe337lzJ7p06QIAWLRoERISEnD06FEsWLDAqbKGRBSYjJnHjZ8/BRevAbAMFphLTay8VUrY6SJfUHPc8bx1jEE+kqP4PDN26uQ6joYyYNuHlqPHIRHAH/+13Ja7ECi7rnz6uZLlBY7WpbszWZ3NcgW94iUM5h1/v5q5Yz3qL/e+hVWTfj6wUNpu/ZpaV5eosHNvFeQxf72s2+LocSnoqP4U6tu3L6ZNm4bSUulA0mg0+PvvvzFhwgTcd999Dm9/5coVUxnCFStW4N5774VWq0WHDh1w9OhRtc0hogAVotOie1o85g1pizZJ1bH3RBHyi65hZHqK7OeZsUyZ17mwbtJdIxLsdJEvKD3urIN8RvbOW78ZqfMBBvnImqLzzLyzJxcECKsG5C0Dzh8uHz1+/gTQciBgMJRvm3BUSlKoZPq5veUFhcdsPwftTVE/+6eTr4oM6+UKu78GtFrbJQwy7RP6Uhy/cBX3vb8Jxy9cwap9Pp65Y/36mb9Hcu/b8yeknyk9HFeNsNe5f3rnjcSDZkEeuSUg1sdQRY/r6PuRbOBG6TbOTvAF1YGBGTNm4MyZM4iPj8fVq1fRtWtXpKSkICoqCtOnT3d4+5SUFCxduhTHjh3D8uXLkZmZCQAoKChgGT+iSsaYeXzxiM74PTsLiTERyGhSHiyIDNOhTVJ1zBvSFt3T4r0/oubCukl3jUio7XQRuYOa4846yFfReetXI3UucibAwSAfmVN8nll39ja8Cfz2DZCSYdmBq15fZjRZZ7vN0fRze8sL0u4BYhuWfy6unGx7W6Me2cD4A5bbnE1maL1coew60LSf4/aZfW43iKuKIZ2SUa+Gj3MZyX6vWCG95ubk3jelI/bm76/x2DB/XV5Lkl5DuSUgs9pI+5nPLJB7XPPnsWW2ssCN0m3MUeEzGuHkp/GaNWuwc+dOGAwGtGnTBj169FB0u0WLFmHQoEHQ6/XIyMgwJR189dVXsWHDBvzvf/9zpjl+T2n9SCLyk9J8LtTzlSvFaLzpvCFt0bVxLVXPhzXdyRfUHneOzlt3nxe+JITA6rwCVeUZy/QGrD9wBk8EwfOv7Nz5GaXqPNOX2k4bd8f0buvPuw7DgazXpA6aeSm8iSeAv8zKJMptA8pnGxzIkZYZFOyTggf959oGL/R6AAbLbUKU37ZBZ+DOaZZtUdo+I40G4oGFEDdlQBsShqaTc3ClxDZvQmSYDnunZbn+etrjwvcKtz6u3Otnrt5tUjBByf1pdMqOCzXHDwD0mAZ0HA7owiwfl8sZnKK0Hxpi9y8OdO/eHd27d1d9u3/84x+4/fbbcerUKbRs2dK0PSMjA/3793e2OUQURPyiTJkL9XwdrSU2r82uBGu6ky+oPe4cnbfuPi98RS7AYZyKXFEH33xmhS+CfH4RcA0CxlkvaoJCFVF1njk7guyI+YyEjW/JLy+Qy0VgXNbQeXT5bc/+KXU8jaPRxn2No/nmwYK73wZaDAQOrJC2nf0TGP+ntHzBeNvm99u2RW0pRiGg2fgWNDc+t1MTorDrWKHNy+DxmTsufK9w6+NWVBKxou1y99de5nWXey+UbgNuBJZGKQwsMVjgTk4FBlavXo3Vq1ejoKAABoPl1LmPP/7Y7u3KysoQERGB3NxctG7d2uJv7dq1c6YpRESe40LJH3evJfaLYIkfYOfGu9x93AXDGns1AQ7r49NgED4J8sl1ZrP7NkPT2tE8n1RwNijkiOx55qnZAfYYp5+bd07jm5SPKNvrTK6aIv3s8JTlbc07e9ZLE4yjxebLAYwj2SHhlrc1r6RgbIvcNoWd3YvXSjEiPQVPfm47c8e4fMOj54ArpQTd9bhyr585JaUJjfcn97q7sk3uWAHkA0vxTaTcG42zHOdeIEVUH/nZ2dnIzMzE6tWrcfbsWVy4cMHiX0VCQkLQoEED6Csqe0LkAZU52RW5wIV6vlxL7H7BtD69sgqW80JJgEPueF134Ax0WssvsJ7uiMuVSYyPjsAtdWKwbj/PJzW8VlnChfw2Lqkou71cqUOjVVOABf0stzkazZfbJtdRdKUUo7kb23/6/RQy0uIxZ7CPchm58L3CbY+rtiRiRfcn97q7sk3uuKiopOaZA4CBiQvdRfXR/+GHH+LTTz/Ftm3bsHTpUixZssTinyMvvvgiJk6ciPPnzzvVYCK12Jnwc/6aidaFer6BkDAw0IJlSmrA+/tzqOwC4bxQylGAQ8nx6i3WnVmtBnjx7iZS+z73ffv8nfVr4fFZL9aJ9owdoK8flLZ76zPSOuGhXKlDI41GWk5g3jbzzp7S0WK5jqIrpRjN2ie6jIO+rASv/PgH3lyRh443xWHxiM7YOy0Li0d0RtfGtTy/PM+F7xVufVx7lS2UliY0vz+lgRul29QsEzEuOTi4mokL3UR1YKCkpASdOnVy+gHfe+89bNy4EXXq1EFqairatGlj8Y/InfzpyxnJ8NWoiBIu1PNVk6XdFwIxWKZkpG738UK/fg6Vnb+fF0o5CnDob0xF9srIskLmndl2DWNRP9bHmdkDhPm18uGPtwPw0KwX61ryFa1D9+Z6avPs9nKlDu19LiqZbSC3zd5I9qopwKb3LKswKCnFaNU+XUgYdk/NwnNZTRARIr9MyqNBcxe+V7j9ceXKWzpTErFOa2DHx44DN0q3FZ+UHsNRYKmiWQTeDqIFEdVVCZ577jlUq1YNkyZNcuoBs7OzK/z7lClTnLpff8eqBL7Tf/Ym2SQzbZKqY/GIzt5vEEl8lZ1XLRfWeXp6Pbwz9x/ImeEdZZIe9fUu9G1Zx6+fgzf4ex4Gf2qfs21RkkneZ5nPZZh/DvZpWQfvPdjar9rnj6yvlVoNsP7ZdOTlX5Rdn+709dM8A3/Lh6Tyga/UkTo51sKqSR04X1PyuWh6XjcSEo4/YJlUUFFFg7fM1pKPU76W3MnPbWeqjahvi0wVBm8l0HN33gpH9yf7XBVsU1JFwdXKCpWMW6sSjB071vR/g8GAOXPmYNWqVWjRogVCQy0PqLfffrvC+wrWjj/5r2BIdhWUfJWdVy0XskB7MmGgs5mxAzkzvKNM0gXF1/z+OXiauzOme4K/JNJ05bVSkkneZ5nPrRhnOBjLJBZcvOZX7fNX1tdKgwBe/nEfPnioDeYMbosP1rmhsoR1B6jebdJ2V5LCeYOSz0W5ZIbmlQ8K9kmjxS3ut9yWtwxo0sf2tvpS5QnmnPjc9khiSeOsSLlkeSrb5xburmrh6P50OgA69dusq2TkLpQCRl3Gl58rrlZWIFmKZgykp6cruzONBmvWrHG4X2FhIRYtWoRDhw7h2WefRWxsLHbu3ImEhATUrVtX0WMFGs4Y8B3OGPBj/j4q4qdcHfUPxJHCimrAzxncFqkJUeg2Yy2qhPrvc7BH6ai1o/0CeTaItzl6rbo1rgWdC69VRcerN94L62PDfIbDn6cvYuXYbthzoghDFY58+9MsD2+Su1b2bJaISb2boF6NqqZtLr0e5iOeFdV197fZdM7y1Qi6gtFyt35fDJRZkf7M+j0yn4XSoDNwZzZnDCjk1hkDa9eudVvDfvvtN/To0QMxMTE4cuQIhg4ditjYWCxZsgRHjx7FggUL3PZYRNYjJUZeK0tDFfP3URE/pXbU3/o4d3Wk0BedBHs14Id3S0FGWjyGf7kTBuFfo51KXielo9ZK9gvk2SDeZu+1ymyaiGZ1YiyCAs4c3/aOV6dHllWwV5rQeoZDQnS4ovYFwiwUT5G7Vi7fm49zl65h0fDyjqKa48PmeDIf2TQmhes82nIUXe1Uen+maFTZzR3mikbuzV5Pt84wDZRZkf7M+jiwnoVizGUhF3wxJnNk8EUV1TkGXNWjRw+0adMGb7zxBqKiorB79240atQImzdvxqBBg3DkyBFvNsdrOGPAd5SsBSUfYDTdJfZG/aPCdfg9u3zE3HzN5J8FF7FK5UihNY+swVTB+kv13+euYPpP+7B8b75fjXYqeZ3sjVpn3ZKIGQNaolp4SIX7yT3fQJwN4ivWr1XPZon44KE2WJ1XgPfXuuf49vaxp3YmhDdmoQTqbANPzPowvy60axiLiXc1kR/x7JEtraEOCS/fxk6Oc1R813D7DFPOivQ881kEwRZEcyOl/VCvX5l/+eUXDBs2zGZ73bp1kZ+f7+3mUCVgXAvq9bI0VDFfZecNEnKZsXs2S8TKsd1Mv1tX5bh0XY8p3+9F97R4zHWihrM/VPkwtk8IgV+PnsfYb3bh5z/P2H0OvqjAoPR1khu17tksEe8PaoMth86ZMqGryXDvSsb0QCth6Srz18q8hN+Tbizh5+18Co6OFevlEY7a52p1hUCsgGLk7ioa1teF+T//BX1pCYRc+brVU6VEfXqzIB8/E51jb+Reo5Oy8t94XT1STtXe7EfOinQf88oZaiorkCxFSwncKSIiAsXFxTbb9+/fj1q1anm7OVRJ+EuyK7Iil5xITYKhSkpuiYxxtHNNXgGGf/EroquE4rPH2tl8qV++Nx/Dv9yJ7D7NLEZArBOnyfHUVHVnRhQ1Gg1a1qtuMZ3X+jl4JJmUAmpeJ/Opq9adUyGkDPLW+5kzn+LqytKpQJ4u7mx1DvPXyljCb9TCXQG/FMPdCXedvT9fnX/upCTJpFLW14UyAzB30zEM65oF8cBCaDji6TnWieh6ZEul7kIjTJtCoHfv8h9Oc/cedydVrMS8fkXu27cvpk2bhtJSqbakRqPB33//jQkTJuC+++7zdnOIyNd4QVfNeiQrKlyH7D7NsCavAENvjHbGVJFeR7kv9cv35uPOt9fZ3Kcc61ESd3c6XBlR9PRopyuUvk7mo9Zy9eXNM8jLMZ8JoGaE0/x99YeZIM5y9vixfq3q30gkFwxVbFyZNeLO+/Pl+edO7hxY2H/6IkK0wGOdkzG1TzMUXLyGuRv/gqFRBkc8Pcl8hN5YDvGvtdIyjlfqSD8ProIGQDdXZpjqS8v/z1mRFIC8PmNgxowZuOuuuxAfH4+rV6+ia9euyM/PR8eOHTF9+nRvN4eIKCDJjWQN/+JX2Q6l3JrJm+182TdnPopsnIHgzhJn3hhR9FVHT8nrZD1qHR8ljV6Zt3n74fM4dv4KRqSnyNZOt54JoGSEU+599XXSQmdH/V05fuReq0Av4efuhLuO7k+vN1SYsyAYAi3uNL3fLejTPB660DDTNn1pCb7fU4D+reuV78hOo/uYj9xrdNJMgQM5liP5x3dIvz+wELqUHjAfN1V8vsglOOw/l7MifUVBFQqy5VRg4MCBA1i3bh0KCgpgMFiOJEyePLnC20ZHR+Pnn3/GmjVrsHPnThgMBrRp0wY9evRwpilERJWW9RcWVzqU1qw7XVoNXLo/e+33dIfUFx09pZ0z68z1xVdLbdrsTO30ikY4rd9XNUsVPMXZZQzuOH6sX5tAr2Lj7moI9u5vap9maFo72iIo4OlAYqDT6w3o17rujURp5Z1HbZfx6NcqyybIQm5iPnJ//rC0fMDd1QLkEhwe3wHManMjwWHmjeoLYOfUGxRWoSBbqqsSzJ07F8OHD0fNmjWRmJho8SGj0Wiwc+fOCm+/YMECDBw4EOHh4RbbS0pK8PXXX2PIkCFqmhMwWJWAiDzNOqOyeZZ1JR1KT9+fHE9m0fdlLXk11VDMO5z22mxdqcD6dmqYv68dGsXi6yc7uj8bt0z75NrratZ7dx8/wVLFxt2VAKxv76jaiVYDrH82HXn5F2UDiYGSY8Bl5qOU+lKIg6ugkVlzLh5YCA0r8XiW+Xthr1pARHVgwlHn7l+uugQgLR94YpVz90nq2atC0WMa0HE4oAuz3LeSnHNK+6GqAwMNGjTAiBEj8NxzzznVMJ1Oh1OnTiE+Pt5i+7lz5xAfHw+93vYDPhgwMEBEnuSJDqVcp6tns0RM6t0E9W6syVZzf3Jc6pAqmCroy46es50zT7fZ/H31VAdOTVlLe8dAu+Tq+Oapio8BXwU0KjPrYI694JInAokBxVRGbQbQoDNw5zR2Hv2FJ0pEsjSh/7B+f415Jaxm66D/XKB6/Uqx5EBpP1T1UoILFy5gwIABTjdMCCH7YXD8+HHExMQ4fb9ERIFA6Siq2o6JvSm/A26th8gwnc2+SqQmROH3E4UY0jEZSXGR+PvcZSzYcgTnLl2zqAbgbKfJpanbFU0VNJSZPtg1Gg26N45FRhN1FRjcwdmkZe7MhC7H1aUKjqhd+y+3jGFCVhqGdq5vudHqC5unpv6zik3FrJdwyOXGAMoroEzq3UR1BZSAZz1q2fx+abt1dnwje9vJ/eSqBdzoOIoDOdBsmgnUbw/UaQ006AJUiVHWcYxvIh/0YWlC7zM/n7Qh8nkl0u4BYhu6FiwIwjwGqgMDAwYMwIoVK/DUU0+pul3r1q2h0Wig0WiQkZGBkJDyh9br9Th8+DCystRN+9uwYQPefPNN/Prrrzh16hSWLFmCfv36mf4+depUfP311zh27BjCwsJw6623Yvr06Wjfvr1pn/z8fDz77LNYuXIlLl68iNTUVDz//PP4xz/+YdrnwoULGDVqFL7//nsAQJ8+ffDvf/8b1atXV9VeIqrclKyldqVsnDs7lGV6A94Z2Ar1Y0ItEmW9kHUzjhWVumUU1en10PbWc545IAUGrAIGGqu1hYHQ0fNU51SuM718bz5GfLUTMwa0xJ1N3V+Wzcje2n/rdegTstIwrGsj2y9sMu+jW8uLuUhxQC8IvkyaBwEqSnS6fG++2wKJAUUXarmO/cJh6Sc7j753I+eAqUTk2T+BDsOloMCZA8Dg/1qUMYS+BNj9DVCwRwoW1EyV3i+zADRLE/oZ8/Os3VDbvBLuCBYEaR4D1YGBlJQUTJo0CVu3bkXz5s0RGmp5oI8aNUr2dsYOe25uLnr27Ilq1aqZ/hYWFobk5GTV5QovX76Mli1b4tFHH5W9bePGjTFr1iw0atQIV69exTvvvIPMzEwcPHgQtWrVAgAMHjwYRUVF+P7771GzZk189dVXGDhwIHbs2IHWrVsDAAYNGoTjx48jJycHAPDkk09i8ODB+OGHH1S1l6jSC4IvxM5SMooKwOUs/e7qUIbotGgQV1U2UVaDxllu63Q5Fcyw/tIN3PigH1ZhtmlwDa9HZpYAzmejtw5UhGghzRQ4kGO5FtvO++jp2RVKKQ7oBcmXSfMggKNEp8O7BUbiRrczH7XcPhfImMrOo5/QGwS0VtUCNNeKgM6j5DuFt/QHdPeX34H1eXz320CLgdL1aeNbZuf2uIA7twOedZCmRkNpu/n56Eqw4OyfwPg/gUNrgvK7huocAw0bNrR/ZxoN/vrrrwpv/9lnn2HgwIGIiIiocD+1NBqNzYwBa8b1FatWrUJGRgYAoFq1avjggw8wePBg035xcXF444038Pjjj2Pfvn1o2rQptm7dapppsHXrVnTs2BF5eXlITU1V1D7mGKBKz3y9ZQB/IXaFkvXQnlgzrZhVoizZBD4ajVc++ByOvlqv5+wwHMh6zf4a3qSOwGM5yu/f3e31NgdBOHe21zyfgDEbvZrj2DynQrvkWEy4q0lArcVWnEDRx+eUu8jlMzHmE1iTV4D3K2M+ATkVrnNm59HXBnywCc3rVcc/2tZH09rRQNk14NBa2SUGDjuFQKVPbudXTN8337qR3yPb8nzs9YY0kGD+PULuO4Q2BJh4AvjL7Lhw9F3DDz+jAA/mGDh8+LBLDXv44YdRWFiIL774AocOHcKzzz6L2NhY7Ny5EwkJCahbt65L929PSUkJ5syZg5iYGLRs2dK0/fbbb8d//vMf3H333ahevTq++eYbXL9+Hd26dQMAbNmyBTExMRbLDzp06ICYmBhs3rzZbmDg+vXruH79uun34uJijzwvooBgb+q3vehqkM4sUDKK6rOyceYjIMZEWe4u6aS4Kbajr9l9pfJops6r9ZRcuVEBox7ZQAfL5W866LFk50m8sHSPquUaStvryv25TMGotLtmlrijrKXcqH8grcVWvHRCbqaLcUcPn1PuJDfr5MzFa9hzsgjdUmuhhxuWowQk68Cq9eyAVVMAaKTOY4DVtfe7wKcb7D11Eb8cLQQATL6nGRCiYATZmJxQ7jxeNRk48D+LAHQwfG8JSBqN9L3SeJ5Zn49yS3uUziyo6LtGRdsDhNfP6t9++w2NGzfG66+/jhkzZqCwsBAAsGTJEkycONHtj7ds2TJUq1YNEREReOedd7By5UrUrFnT9Pf//Oc/KCsrQ1xcHMLDwzFs2DAsWbIEN910EwApB4F1BQUAiI+PR35+vt3HffXVVxETE2P6V79+fbv7EgU9R1+I5dZtzcuQornzMqTf1U1u8kupCfK1u81reivZx+30peVffo7vAKJvBGh98MFXpjdgdV4Bhi7YgV3HCnGlRI/46AjcUicG6/afwYAPNkFfWgLRZbzll2nzD3pzxhGfQ2ttjql+retiVPebTcs11uQVoExvcLm9rtyfib604t/t/c36vSy5XB6EO5BT8f04wbpTbExmmJEWjzmD26JNUnVEhunQJqk65g1pi+5p8bIdCptt9tZc++labMUBvSD5MmkM5iwe0Rl7p2Vh8YjOloG7GwK981gRi3NbCAjzz60930mBuAcWSiOIYdWkn7UaA1qrzqKfdx6Ngc/+szeh6eQc9J+9CesPnIHKCcd+x/hZu2DLERiMFdFc7RTm/+6h1pJq5ufVjbwSpvMxdyFQdl0KFhi/R8h9h5B7v+191zDy088opRRdsceOHYvLly+b/l/RP0eeeeYZPPLII/jzzz8tlhP06tULGzZscPJp2Jeeno7c3Fxs3rwZWVlZuP/++1FQUGD6+4svvogLFy5g1apV2LFjB8aOHYsBAwbg99/LT265aLe96gpGEydORFFRkenfsWPH3PvEiAKNki/EXu7UOE1Np+0G41pq68uG+Siqkn08oqJEWXI8+MFn3dHUaoAX724idb4/34FfjhZi7qZjpuRRpi/dtW8tHxUwvoDWIz5mx5TmxjH1ROf6CNGWj+6q7cg4Gi12qmOkJjhmvu/KyeqCcG5iLxt9k9pRFh3Hro1rKRs9tn4fjczXYvsZxQE9NeeUE9cZb6pMQQBrQggcOnMJP/52EoayEilxnfk1ZskwYNN7QEqGNK34+RPSz5Qefj87wJzHAp8+Zv5ZW2YAthw+L/2hkncKg5pxFsETq4AJR6WZH84EC7bPBUqvBdxnlFKKruK7du1CaWmp6f/2/uXm5jq8rx07dmDYsGE22+vWrVvhCLyzIiMjkZKSgg4dOmD+/PkICQnB/PnzAQCHDh3CrFmz8PHHHyMjIwMtW7bElClT0LZtW8yePRsAkJiYiNOnT9vc75kzZ5CQkGCz3Sg8PBzR0dEW/4gqNSUfpD7o1Kjm5IwG8+m39kZRlezjMdaJsnz4wWfe0WzXMBb1Y6vi/bXlne/XcvLw0fq/YGhk9qX7ln5A4THLD/qOT9uO+BgJAc3GtxASGoYhHZOlx3VyuYZbl3+oCY65e6aHkx1RuU7x8r35GPP1Lott9o5f686FHjr50dYHFkrb/eE6YEZxQE9NwMMTM6f8PNAQKPR6A2AoQ2piNO5uUQfakDBo7E0t/6yP5TY/O3Yd8Ujg0w9Yf9aO+OJXKcBTyTuFQc/6/HMmWGAoA7Z9GFCfUWooyjGwdu1a2f87IyIiQna9/f79+02VAjxJCGFa+3/lyhUAgFZreWHT6XQwGKQP8o4dO6KoqAjbt29Hu3btAADbtm1DUVEROnXq5PH2EgUFNaV8/HmqrdpcCVaUZFD3WZZ187V2xg++zqN9kmXZPOO5vRrpr+XkYcaKPDxxeyMpWZ0uFFgyVMog3P4pyzW8Do6ppLhI6XGdXK4hV6bN6ftTsw7dnSXRnMyWL1f+EFCejb7C/AxWWcP9dS224rKJ5tNZKzqnXLzOyAqSagj+QKfVQBy48Vq2fAi47bGgnlrus7w3Hib3WSvMz8/chdJSNPPvLj7+bCQPsBcsMP/ssb5u5y0DmvSx3c9PP6PUUJ180FV9+/bFtGnT8M033wCQTsy///4bEyZMUF2u8NKlSzh48KDp98OHDyM3NxexsbGIi4vD9OnT0adPH9SuXRvnzp3D+++/j+PHj2PAgAEAgLS0NKSkpGDYsGGYMWMG4uLisHTpUqxcuRLLli0DADRp0gRZWVkYOnQoPvroIwBSucLevXsrrkhAVOkp/UIM+HedZzckD1My/dbrU3T9KFGWdUezohrpZQZg+5Hz5RsK9knHzpqXgCHfA8k3st87OKb+PnfZbmI8te01cvb+TM9D6XZ3lESz1xE9c0CaCl1Blm3FnWIZSkp4WnxJUdEZ9nayNMUBPbkvnXq9ZU10dycp9ESgobK68VqaSmnWu03a7mefW+48/t0a+PQz1q+JppJ3CukGJcECuc/SILiOOhUY+OWXX/Dtt9/i77//RklJicXfFi9eXOFtZ8yYgbvuugvx8fG4evUqunbtivz8fHTs2BHTp09X1Y4dO3YgPT3d9Lsxx8HDDz+MDz/8EHl5efjss89w9uxZxMXF4bbbbsPGjRvRrFkzAEBoaCh++uknTJgwAffccw8uXbqElJQUfPbZZ7jrrrtM9/vll19i1KhRyMzMBAD06dMHs2bNUtVWokrP3oXV/INUzcwCX/HnGQ3Oshe48UGiLOuO5t4TRcgvuoaR6SkYaifLvV5vgE6nLf9ybigD8n6QAgPGaYB2jilDWQn2nCg0LddQMjPD/Eu2Kx1ju+x1MhKbV7yvs6NZch3RHtnyNb1lRpnVzHKxfu0UZfNXyVdVIhQH9KzPIa0WOLBC2Qi0M9eZigINm94NmGoIfsH6tXQ2GOdB7jz+PRL49HeVuFNIFagk77dGqEwr+vXXX2PIkCHIzMzEypUrkZmZiT///BP5+fno378/PvnkE0X3s2bNGuzcuRMGgwFt2rRBjx49nHoCgUJp/UiiSs+8/qw/TtGzV7s2qaNlmaJA5EdlIq2/cJrXupftfFuPihrrDxefBGIb2hxToss4aMyOKaVfcIUQWJ1XUHEpxQruz+FInr1a9/ZqZKvZt6L30ryes1ztZiONxulRZvPX7qb4apgxoCWaTs7BlRK9zb6RYTrsnZal6v4B+VkIxmabZiH4U0fG+j30VI1s8/fXyFjGM6Q8EbTd48SPrg0+Z/1aWtS6t/zcEo2zYDAIKXB5gyc70/aO/6xbEjFjQEtUCw+x2FfpNa/Cay8R+T2l/VDVgYEWLVpg2LBhGDlyJKKiorB79240bNgQw4YNQ+3atZGdne1y44MRAwNEKvjrl1B3dsTc1R5/fJ08xGGn2jqodPfbQIv7gfOHgZi6UmIhIydeK0edzm6Na1l0AKzJBRVkR/LsPQ/j6P3ZP4HxfwJFJ2SDHqZA2pGfgStngZqp0nbr2Tnmz9+8I+qBzqn1a9ehUSy+frIj+s/eJDtNuU1SdSwe0VnVYxh54j49yvx19lBQxua9tOjMOsg7YDoegz8/gaIp+HLnRY/s8hr3NxjKSqDRhSo7593I+vjv2SwRHzzUBqvzCvD+Wg8FNInIr3ksMBAZGYm9e/ciOTkZNWvWxNq1a9G8eXPs27cP3bt3x6lTpxzex/bt27Fu3ToUFBSYkvwZvf3222qaEzAYGCAKEo46bd764lyJvqyrYhMs0QMw2G7T6Zy6e2c7napHss2fR0WjysZki6Fmo76l16QlBaumlD+IeYfS/NgxBhkOrSm//15vAO2HyY8yA1IG5udPqHjVJOavnVYDrH82HXn5F/GkzBIRV0b33T0LweNUjEA7dX7bm02jJPhgLxhqL0gRwMFKRYG7Cl4P8cBCGFLuxJfbjuPIuct4tHNDjxzfjpgf//bOM2OwwDQTwItLbojI+5T2Q1VfkWJjY3HxopSJtG7dutizZw8AoLCw0JTlvyKvvPIKOnTogE8++QQ7duxQXe6QiMinzMvbPH8CuOVe5eXl3EVNSbvKxmYdoE5+m5OczdCtuuyXeZut1zWb19deNQV4tS6w7wdp25bZ0u/GoIDxQYzlPq2PnWtFwNYPLEsvFZ+UbufmWt3mr51BAC//uA8ZafGYM9i95TnlyicCKpKlebusn/XruWqKtPb/pu7l15knVknXHWc6bOY5RBSU8bQoDesoP4H5ceqJEoteUqY3YHVeAYYu2IFdxwpxpURvSoS5Jq+gvOSk9WtpVaZs7sajmPz9XvxxqtimzKqRp0v9mR//cuVetRrgxbubSM/3c8vn++2vx3HZKqhmXU40qLCEJ5EF1ckHu3TpgpUrV6J58+a4//77MXr0aKxZswYrV65ERkaGw9u/++67+Pjjj/HII484014iIt+rqNNm5GwGcaWPr+YxA3gUz9+4kqHbpbJf5knnrMsSGsrKO/Nrp0u/27u93LFjDCJ0MKtA4YFEoNav3fK9+Rj+5U5k92lmMdvClfKcLidL83ZZP3uv8+qpQK1UICWzPJAl83ornuItl0BNaYJDuf2M+QnMn0cAVz5QlQjTTjK6+T8fxms5eQDsl1k18lSpP+vjX64dxmDBqIW7LJ5vz2aJeH+Q7ZKDoJ1FwBKeRDZUhytnzZqFBx54AAAwceJEjB8/HqdPn8a9996L+fPnO35ArRadO/vhGj8iImd5o1KB9UiGvfs++6fl7wE8iudvjF+65SrQGTudFWlWWz540KyOgpFs81Hl7XOl5QJdxpd/gTUPFji6vdyxs2oKMKNx+e8ORkbVdvL0dl67FX/kY+/JIujNXjtXRlLNq0SonoXgi5k4Dl9n+7NbjNnn+8/ehKaTc9B/9iasP3AGdleIWr9nSmeEWP9uXOpwaK10PVk52XGw0o+DAkb2OvGHCmS2y2Qo//G38qW05mVW5Xiq1J/18V98tdSmHXLBAvNZBE9+7mDWRDDgrDsiWao+fcvKyvDDDz9Aq5VuptVq8a9//Qvff/893n77bdSoUcPhfTzzzDOYPXu2c60lIvJHbp5ybcO8c79ysv377pENjD9Q/ju//LiV6k6n1ev7zZPtMKFXmsW2Cb3S8J+h7Sq8nWlU2dirNpYlNO9Q5i4sL80oF7noMu5GvgXYPy5r3mx7O/NlM2qns5s9D51Oi+6NY7F2XDfZ166ipI1qGcsnLh7RGXunZWHxiM7o2riW4xFPX3VunXidFU99t8f6mDJvi3FGiNx+2hApp4X5dSW6rvS3AC/lKteJn5CVhp0vdrfcKHPdtA4abj98HsfOX8GIdOcDic4yP/4/faydTdvkghZySw6MPL30wSeCIJBF5Amqkw9WrVoV+/btQ4MGDZx6QIPBgLvvvhsHDhxA06ZNERpqefItXrzYqfv1d0w+SBSk1CbncvX+7SUOs84y3qAzcOc095c9I2XTt2WSQ4ob01SX5p7Ai0v24OX+t6Bfq7rAgRxoFGeGN0tG138OUL2+7TrvipLWefp4reD5o8t4iMZZFh10v8tu7uaEi57kavUFIQQ0ChIcWuzXoDNwZ7bHq1h4W5negPUHzlgsQZmQlYZhXRspOz9hW9ZvSKcG+FfPNL8o9Wfetj9PX8TKsd2w50QRht5ISNinZR2892DrwEvcqZLF9SaAznUiV3msKkF6ejpGjx6Nfv36OdWwkSNHYv78+UhPT0dCQoLNhfGTTz5x6n79HQMDREHMUWfMVRWWGnvrRmb5A17JLE8KOMhcrjHL+C4OroLG3RnfHe3nieO1oioKjp6XPwmgzq0rnTghBI6eu4L61UOhCykvsyr0pdCYvTf29rO4rniqxKKXmXeeDxVcxM4Xu0N7aLXy8xO2gS693gAB+EWpP+vHNX++0RGh+PSxdoFX6lMFY9WJo2cv4/EujQLqXCdyldJ+qOrkgyNGjMC4ceNw/Phx3HrrrYiMjLT4e4sWLSq8/YIFC/Ddd9/h7rvvVvvQRET+yU4yKrclMLKeimtKFveU5WOaT420TlBnLbG5e9pGtiqYpqoxTw6pC5VGIpUmkZRZ12z38Sv63d3Hq3kSL+NMFW8n5HQHDyRc9GTiT2cTYZqXztRpgCEdk5EUF4m/z11G55Sa6Na4FnQ6rex+WbfURruGsZbXFePSls6jpQ6zpwKkHmacgm+RaFDlcWzd4ZdbImMvKKA4kaSTrO/L+vm6nLjTj1kfy490qAdtl/HyQR9nz3WiIKA6MDBw4EAAwKhRo0zbNBqNNNVMo4Febxu9NhcbG4ubbrpJ7cMSuYZZ2cnTlHbanCHXuV81RRr1fSynfJt5AGH7XCBjqnxHp8c0oONwy/vzt3PCT85Zp7+su5LxvaLt7uKu49V6dkDz+6Xtap+XP7zf5okAlXRulczM8FDW84o6cW/f38pm5N+8beYZ+MsE8PGmIwCkrPTN6sSYOrNy+y3YcgT7s++07VStmgJAI11XPBUg9QKbc9tL56cxkeTsNd6tBmD+fM1zqPh66YO7WR/Lczcdw7CuWdIMrgANZBF5gurAwOHDh116wKlTp2LKlCn45JNPULVqVZfui0gRlqShQFbRKGbn0ZadESWjeHe/DbS4X3b9t+JzwtOdOD85Z+W+rL8zsBUa1Aiz2+kysTdTQy7ju5L9/JX17AhnZqr4yfsNQPlsCkdt9nD5PnuduLfvb4UGcVVv5ASw/3paZ+Dv2SwRHzwklaob/sWvuCm+GmYMaGmzX5mhvFNlE0Cp1RjQejBA6gsOzk+93uBy4kzz0WzjoWJMJDlvSFt0bVzLayP1crMmXCkf6k/Mj2VjWcmhnTOgC+BAFpG7qcoxUFpaitTUVCxbtgxNmzZ16gFbt26NQ4cOQQiB5ORkm+SDO3fudOp+/R1zDPhIIK91JTJSsibc3rFunB2gC6t4P6XnhJ2kcm7rxDlsn1ldd/PbuDlQIfdlXXEyMqWvcbBcn5SuN7c+FoHAfA2UHqNuXsOsZP260JdCo+D1NF9LrtUA659NR17+RTx5Ixldh0ax+PrJjnbXnL8zsCX6t0jw/SwPT3KQK8RwU4Zl3gUXBPPafn8h9xqHaIGJdzXB47c38k2jiLzEIzkGQkNDcf36dZcih84mLSRyiqOSNP661pXInJJRTHvToK1H8Vw5Jzw8Clph+zKmAjd1twwK6PWAVuuR0WbzqaeA9AVyaOf6UlDA0fNXOiVd7dR1wC+m3Nssp1AzU+X8YSCmLhASLu0fiNdopW124zT0iqaam9MoaJveahmCsVTdqIW7TDczL7dnDBaYHkMDREeEogw6yy+RwRQUAEznp/V0c3Hj/Pz058NSEjs3sJ6ZYdqeL7+d1LG39EYvgOS4yIDOn0DkTqqXEvzzn//E66+/jnnz5iEkRPXNMWXKFNW3IXJJgNdWJgKgbE240mnQzp4T3urEWbfDuhRjwT5pSvrDPwAHVngsUGH+ZX1Ix2ToQsOUP3+l74WaRICuTrl3Q1DBvIN66MxF7Hqxu7L15vpSKSgQ27D8fWz5EHDbY4F5jVbSZheWiZh3VFRPNXfQNp3VMoT6NaRlnebHu0EAL/+4Dx881AZzBrfFB+uCa825YhqNNDPA7PzUl5Zg3vq/sOKPfLcFBlITovD7iUKLRJALthxxmEiSlAnm/AlE7qS6Z79t2zasXr0aK1asQPPmzW2qEixevNhtjSNyCy+s4fV0NmEixZQEEFw5J7zRiTNvnzYEaP+U1Jk073zWaS1NSfdgoMI863tS3I3POjXP311VBADXZ2u4YR2/XAd17s92knjJzVSJqWv5Pta7TfpbIOZZcNRmFyocmAdfoquE4rPH2lnMXinfD5i99qBlFn0lbYP8WnLrKgfL9+Zj+Jc7kd2nmcV09mBZc65Emd6A9X9ewKaDZy067HoBzBvS1m05Bt4Z2Ar1Y0Kl4OMNL2TdjGNFpfw+4SbBnD+ByF1UX2mqV6+O++67Dz179kSdOnUQExNj8U9ObGwszp49q/gxkpKScPToUbVNI7Jl/HImN0pn/HLmIuOXuP6zN6Hp5Bz0n70J6w+cgYr0HUTe4+o5Ya+z5q5OnHX72g0FQiNsAwA1Gko/PRSoME49NTbj73M31tB7+vnb42i2RkVBAX1peYf8+A4pH4AxqHAgR/F10Hp5BSAl8fpo/V8w3JQhrZt//oT0M6WH7TEWEm75HLbPBUqvefwa7XZKziHzZSL1bgPCqkk/H1gobbfzfpXpDVidV4ChC3Zg17FCxFSR9lM81VzF+W0dzDY/3o1W/JGPvSeLoNcbLG5XZva78fbByDjS3DmlJr7PPYH//HIMLepVx9px3dC9caxlUMDJYzVEp0WDuKrQ/rVaykvxSh1gXga0f61Gg7iqDAq4kfVrydeWyJKq5IPO0mq1+Oyzz+wGDqw9+OCD+P3339GoUfAkA2HyQR9SkrjNSXIjaIB0t97OJkykmLPnhLcSxZm3r+Ugabq5eYI7AOgwHMh6ze0J3iybIbAmrwCz1x7EoYKL2Plid2gPrZavfW0vMaI7Wb8GRmHVpA55Rdz0OjWdnIMrJbZliWMidNg9NcvxHVg/B4tlIgFUNkzpOeTE8g3zJGmOkgDKJqeTaZvoMg4as7bJjUKbH+8VTbUWQmB1XoFLpfUCbZaddfuEEA4rPygWiAk4iSigKO2HOhUYKCsrw7p163Do0CEMGjQIUVFROHnyJKKjo1GtWjWb/bVa9Rf7gwcPMjBA7uPBhF3MJkwBydlzwoOBtgrbZ92xrSj7vZIv1Aqfv/0Ogdnz7z8HqF7f80kBXencuxJUMOP09U6vt5+pv0e2FOgxJiQEgLISQKPzbKDFVR76XDEPvshVDDCqMABt1RZRVoKlvxXghaV7KuzIO+qwywXDezZLxIt3N0H92Kp2b2fOHYEFj1HynnqiI+/BACcRkdJ+qOoe+9GjR9G8eXP07dsXI0eOxJkzZwAAb7zxBsaPHy97G4PBoPpfMAUFKgO/n1aodK2vE5hNmAKSs+eEMVmeo2nj7myf3PRoQxmw7SOnpmub1tubTdvFwVW20/RhO9VUI/f8Yxsqvj+n+cESEHvTzTUaYGR6SsXXfZ3O/nNYPRU4tEb6+7a5QM4EYEEf/w4KAB77XElNKE84Z0wCmJEWjzmD26JNUnVEhunQJqk65g1pi+5p8fId8BttMRgM2J9fjMZTVuKZb3bjSonelLhwTV6BzXvmaKq19XKSns0S8cFDbZCXf1HRcjq91VIJR+3xKqXXhYqW9Wx617njIBATcBJR0FEdGBg9ejTatm2LCxcuoEqVKqbt/fv3x+rVq93aOAoMlX2NvfmXOIvtzCZMwcrdHSLrTq317/bWa9dqLP1dTaDCHevtrYMWbli/r+gxnQmCGNvohnX85pm9FXdQ1TyHLbOB/40Htn4A5P+uqE3BRi74snxvPkZ8tRMdb4rD4hGdsXdaFhaP6IyujWs5HGHXarWY8N3vKLVa/WFMXOjM9H1jMFyrAV68uwlW5xXgyc/lO/p6vcHi+NLptEi/uQae65nmtva4hdrzWK7D3iMbGLLU9n6V8FXuEiIiM6qrEvz888/YtGkTwsLCLLY3aNAAJ04on45IwUF1GaUgY682rvkIWjA/fyKXKc2WX1FZPzWBCneXXPRWCUdAXWlD6zYaO+QuLgFxObO33HMovSaNtK4yK2fsgQ6Rx9e1W0/f15dCY/a7ksezV1ZtwK31EBmms9lXCXfPajNWL2jXMBb1Y6ti1MJdsod/8bVS6LQa4IDl+a3tMh7Dukr5KF7LyXO5Pc6yeD/UnsfWlR/kSqoqzTvgQgULIiJ3Uh0YMBgM0OttEw8dP34cUVEcIa1s5LJUAxWUUQoyrI1L5AK1JfjcNVPB3dN2vTkN2NUlIGqDCjLsTjdXuubeuM2gB87sB+bcYTmy6oEOkXkJQI+sa7cT4BKNszD/58P48bdTih/P3WXVrMsQmrY7MavNPBgeHxUBQD7wEKIF+twSb1tm9PgOaL5+EOKBhXiicwZmrMhDmcH59jjL/Hi479Z6+L8ODZSfx9YdeXslVY/vAM4cAFIypNKq5re3vq65KXBHROQK1aHyO++8EzNnzjT9rtFocOnSJUyZMgV33XWXO9tGAaKyr7E3folTO8WTKgFHU+QrO1dK8LnC3dN2A2AacJneYPF66q1+d5mKvA0mWp30Gt3/ufrlESpYlwB0+7p2O9PQNTemoT/SoR5+P1GIPwsuSbkxrG8rw11l1VzKC2GnXcZgeEwVaWxJbjndkI7J0IWG2T2/NRvfQkhoGIZ0THapPc6wPh7+OnNJ+oOD89hUstF6SUzHp+VLqvbIBjqPAg6udnxeeCt3CxFRBVR/0rzzzjtYv349mjZtimvXrmHQoEFITk7GiRMn8Prrr3uijeTnuMaetXFJhjMdpcrI20m31K63V/K7G9bve5JcHph17swD40qeBTsdIr3Bsm2udBgdzWxz+XpdQYDL2AH+7LF2GHZHI9trQuExjwYQXc4LIcMYDH+pX3O7gYekuEjpPw7O75tqVXO5PWpZHw8LthyBvqzE7nksuoyDvqwEOvO2mR+3d2ZbPCcAtrMIlJwXHkySTESkhOorcJ06dZCbm4tnn30Ww4YNQ+vWrfHaa69h165diI+Pd3h7nU6HgoICm+3nzp2Dzt8zEJMNd49GEAUFbyWkCwbeHm1Xk8RPSXDHlaSAXuDx0XLA9ZkfVn8X2hCsdXNCW4/PbHPQAe7YKBY4kCPNIjBeE9Lu8UpFC0/MajN24O0FHjo2ipV2dHB+P9ShgU9m2ZkfD2UGYO2B80DjLAir81jcOI8/3XLc9k6sj2vz59puqPwsAsDzM6KIiJykESo/aTds2IBOnTohJMQyPUFZWRk2b96MO+64o8Lba7Va5Ofn2wQRTp48iZtuuglXr15V05yAobR+ZCASQmBNXgHX2BOZY11qxzxRD1zNY1e0Hl5t2zxR095N99l/9ibZNeZtkqpj8YjOLjTQzCt1pM6utbBq0kwAheQS2gLSy+5KQltPvQZ6vUEaSVZyvpvvow0BJp4A/lrrm+PfzWQTO0Lvu/PbAevjoUOjWHz9ZEdpZkBIeT6AstISzNt0DCv+yK/4OLG+XvR6A2g/zG3nBRGRK5T2Q1UnH0xPT8epU6dsOvZFRUVIT0+XTUwIAO+99x4AKXI9b948VKtWzfQ3vV6PDRs2IC0tTfa25N/cnSiJKCiwLrVjvky65Wjartos5e6eBqy0WoMCXskDY52l3Xy7Cp5IaOvJ6jE6nRb6shJou4yXZgPIZZUvuw6EhFue+0pGlN1Z0cLD5JfTaf0yqZ7c8bD98HkcO38F+/MvYvOhs0iKi8Tf5y5LywyEFJSq8DixvpYVn5S2KzwvWMGIiPyB6sCAEEK2w3fu3DlERkbavd0777xjuv2HH35osWwgLCwMycnJ+PDDD9U2h/wE19gTWXFTRynouTFbvtt5IrijZBaA2moNDrgzK70sN5dbc3cgw9PVYz7ZchyP3y5NQ9fIdYAPrwcadbO8JtRoKP0M9gCiH57f9o6HC1dKkNEkHhoNTNtb1Kuu/Dixfq4VnBeiyzgYykrQ+uU1uKmWmytkEBE5SXFg4N577wUgjQ4/8sgjCA8PN/1Nr9fjt99+Q6dOneze/vDhwwCkGQeLFy9GjRo1nG2zyYYNG/Dmm2/i119/xalTp7BkyRL069fP9PepU6fi66+/xrFjxxAWFoZbb70V06dPR/v27S3uZ8uWLXjhhRewbds2hIaGolWrVvjf//6HKlWqAAAuXLiAUaNG4fvvvwcA9OnTB//+979RvXp1l58DEQUh1qVWR81ouyem7Nvj7uCO0lkAamcrVMCTo+UW7XXjyLAnAhmenNn242+nUKYXGNo5Azrz96b0GrDpXWDNS9KyAfNrwgXpO1GlCCD6YVK9io4Hl44TBWUIxY3zYu76v1B8rTznhytLZWx48zpJREFD8dUnJiYGMTExEEIgKirK9HtMTAwSExPx5JNP4osvvnB4P2vXrnVLUAAALl++jJYtW2LWrFmyf2/cuDFmzZqF33//HT///DOSk5ORmZmJM2fOmPbZsmULsrKykJmZie3bt+OXX37B008/Da22/KUZNGgQcnNzkZOTg5ycHOTm5mLw4MFueQ5EFIT8PCFdwPJmpQd3VxtQm5DSTSPJnshKL8tN5dYcJbTVu1idoKLfnWFs7+vL85A6ZSW2Hz4v/WHlZODVusCqKVKJwm0fWl4TchdKSwz8vKJFMLN3PLj1OJE5Lww3ZeCj9X/htZw8025uq5BhvDNWxCEiJ6hOPpidnY3x48dXuGzA2tixY/HSSy8hMjISY8eOrXDft99+W01zTDQajc2MAWvGxAurVq1CRkYGAKBDhw6488478dJLL8neZt++fWjatCm2bt1qmmmwdetWdOzYEXl5eUhNTVXUvmBOPkhEdnDUxn18kahQCKnT7q710WoSUro5eaVscjg/XfIll9B2ap9maFo72i+fg3l72yXHYsJdTeTfvx7ZQIfhUr6B8hu79xjzBF7H3PoatJiag+Jrtvm4IsN02Dsty9kWlrdL7jrZYxrQcTigC7Pct7K9j0SVlMeSD06ZMkV1Y3bt2oXSUinyvXPnTrtTsjy5tqqkpARz5sxBTEwMWrZsCQAoKCjAtm3b8NBDD6FTp044dOgQ0tLSMH36dNx+++0ApBkFMTExFssPOnTogJiYGGzevNluYOD69eu4fv266ffi4mKPPTci8lN+OIU2YLlxer1i7l4frXQWgAeWogRSHhi56dxCCKzOK8DsNQex//RFpCb4z7psm/bqSyHkkhGungrUSgVSMgFjniU/XINvwY1JMN3BJwEuN78GN9XyYM4Puetkj2yg86gbASiz59B/LlC9fuUK+jDIRVQh1YEBZ7z77rum6MS6deu88ZAmy5YtwwMPPIArV66gdu3aWLlyJWrWrAkA+OuvvwBIuQhmzJiBVq1aYcGCBcjIyMCePXtw8803y5ZWBID4+Hjk5+fbfdxXX30V2dnZnnlSRESVkS8StbkzuKN0Pbm3qjX48Zdk686fdQlDj6zLdoHF4+tCoVHz/vlrANHNSTBdJYTAugNnvBsccvNr4JWcH+bXQ20I0P6p8mVMxgdNuweIbWgbLPBh0Mfj/CzIReSPvPJJ2rp1a5w9exYA0KhRI5w7d84bDwtASnaYm5uLzZs3IysrC/fffz8KCgoAAAaDtFZx2LBhePTRR9G6dWu88847SE1Nxccff2y6D7kPHHvVGYwmTpyIoqIi079jx465+ZkREVUy9hKyBUKiNrU5C9y0Zt+uAFqH7KiEoUsdKevX3V3r+j39/nmDo1k6XgwKlOkNWJ1XgKELdmDXsUJcKSlP2rcmrwBlLuSeqJCbXwOv5Pwwvx7KlcW0DhYoyXkS6NTmeCGqpLwSGKhevbqpKsGRI0dMHXJviIyMREpKCjp06ID58+cjJCQE8+fPBwDUrl0bANC0aVOL2zRp0gR///03ACAxMRGnT5+2ud8zZ84gIcF+PeXw8HBER0db/CMiUsRTnRU/YP0FXvEXencnA/Q2ZxJSemokOQC/JLu7hCEAzwdH/HUmgBpemqXj6LrgqeCQouuRm18D49KTxSM6Y++0LCwe0RldG9dyz6wH6+ukXFlMuWCBkQ+CPl7hR0EuIn+m+kq6YMECi7XzRiUlJViwYIHsbe677z507doVDRs2hEajQdu2bdGoUSPZf54mhDC1Pzk5GXXq1MH+/fst9jlw4AAaNGgAAOjYsSOKioqwfft209+3bduGoqKiCsszEhE5JYBGctUyTgXuP3sTmk7OQf/Zm7D+wBkoyoEbDJUe/GUUOQC/JKcmyK+/dnpdtruDI8EazPPCLB2l1wV3B4cUX4888Bp4LOeH9XWy+KS03bytcsECc55cmuVLle35EjlBdY6BRx99FFlZWTbr7i9evIhHH30UQ4YMsbnNnDlzcO+99+LgwYMYNWoUhg4diqgo15OsXLp0CQcPHjT9fvjwYeTm5iI2NhZxcXGYPn06+vTpg9q1a+PcuXN4//33cfz4cQwYMACAFLV99tlnMWXKFLRs2RKtWrXCZ599hry8PCxatAiANHsgKysLQ4cOxUcffQQAePLJJ9G7d2/FFQmIiBTxszW97uSWdeL+nqhNCX8ZRQ6gL8keWZftzmSWwbp22QNJMK2puS6kJrgvaZ/ix/XCa+B21tdJ6+dwQZrBqzjnSbCobM+XyAmqAwP21tYfP34cMTExdm+XlSWVYPn1118xevRotwQGduzYgfT0dNPvxlKIDz/8MD788EPk5eXhs88+w9mzZxEXF4fbbrsNGzduRLNmzUy3GTNmDK5du4ZnnnkG58+fR8uWLbFy5UrcdNNNpn2+/PJLjBo1CpmZmQCAPn36YNasWS63n4jIgi8y73uJo6nA5hnoK+QvHetAF0Bfks3XZZuXMByZ7mLiOReCI6ZghB8G89yWud8LSTArui58sK78uuDu4JDi65G3EoG6m/kxZ/0cchdKlQoCLeDhikAM8BD5gEYomsMpJRDUaDTYvXs3mjVrhpCQ8piCXq/H4cOHkZWVhW+++cZjjQ1kSutHElEl90odaVqztbBq0vTzANZ0cg6ulHiofjcpZ6/WuUbj1zNT3F6qbl6GfHCk3m3SMg87jKUTj569jMe7NHL6fjzBI2UdlVSvcKHChdx1oWezREzq3QT1alQ1bRNCYE1egduCQ6quR35cwUMx6zYLcaMqQQAFPFxR2Z4vkRml/VDFMwb69esHAMjNzUXPnj1RrVo109/CwsKQnJyM++67z/kWExFRQI3kquXOqcDkggAdBXXrumwnRxDNp6BPuefG7EM/WZbhsbKOjmbpuLiUwvq60LNZIj54qA1W5xXgn1/tMgU4svs2Q9fGtSxmF5XpDU4HPFRdj4JhppJ1m2WXZukBQ1ngB0HkBMNSNCIPUxwYmDJlCgApYd/AgQMRERHhsUaRbygdjXH7qA0RSYJ4uqNX6neTcpX9S7KK4Ij5sWk+Bf3vczdm9vhJMM9ty3XUcHEphfV1QasBXry7CVbnFeDJzy0DHH1nb8K8IW3RrXEt6MzeDyWsry+lvB5JrN8brRY4sCL48mUYBUOAh8iDFC8lsFZSUoKCggKb0oNJSUluaViw8felBEqnH3pkmiIRlQvi6Y7ungpM5DIHU8TNP/Nuiq+GGQNamqagh2iB/dl3QvvXamj8ZFmGT5bruLiUwvy6EB0Rik8fa4f+szfJjua3SaqOxSM6q2qe3PeW7L7N0LxuDK9H5gJ0iREROeb2pQRGf/75Jx577DFs3rzZYrsxKaFeb/uBRP5N6fRDe/v9WXAJ3RvHBufUMyJvC+KRXGP9bndNBSYC4PT6b2lUuHw/vd4AAZ3pi5H1Z154qGV2/DIDMHfTMQzrmgXxwEJo3BnMc/I5+WS5jotLKeSuC+4qTWjve0vf2Zvw35GdcQevR+WCOPktESmjOjDwyCOPICQkBMuWLUPt2rUr7wU0iCidfii334SsNAy7o9GNEU4FU8+CIYEPkacF8XRHj9XvpspJ4fp266nhxhr2xlHkhzs2wL+y0kwjy9FVQvHZY+0sPvO2Hz6PY+evYER6imma+2s5eQCAoZ0zoHNXMM/JNfs+W67jhqUU1u1yV4Cjou83U7/fazP7oNJfj/wkXwYR+YbqK2Bubi4++ugj9OrVC61atULLli0t/lFgUhqdN98vRAsM7VwfOJAjTaM8vkPKpm5cX3ggR/pyZGT8sjMvQ8q8Pi9D+t251SxEgcn8nJD7PUCV6Q0V/h4IguE5VCr6UulzxsHnjzEI0H/2JtwyJQf5Rdewel8Bhi7YgV3HCnGtVI9B7Rtgldm2mCpSMM78M88ggJd/3IeMtHjMGdwWbZKqIzJMhxV/5GPdwQuwWJnpbDBP4XOSY17W0di2NknVMW9IW3RPi1fW6VV7fTLmRbEOWJjnRVHJGOCQu0tjgEMN1bMPgvQarYi9YE4QJL8lIsdUzxho2rQpzp4964m2kA8pjc6b7zekYzJ0oWHKpp75Ya1nIq9zMXu3v7IefQ3E3CPB8BwqHQVTn/V6A9aaTSXv0CgWiTERGP7Fr6abtWsYi/qxVTFq4S7TtoKL1wDYfjYu35uP4V/uRHafZhajzW6bgu7idG6Xlus4c33yQIUL8wCHO9b/j7uzMV793z6UWcUTZGcfBOk1WpEgTn5LRMqonjHw+uuv41//+hfWrVuHc+fOobi42OIfBR6l0Xnr/ZLiIqX/KJl65ujLDj9sKNi5MBLoz8r0BqzOKx9pvVKiN+UoWZNXEBCj7sHwHCodw418Rg4+f3RWU8njo6SKSvtPX0SIFnisczKGd0sBABw6Uz6CbL5swPqzccUf+dh7sgh6s+PCrVPQXZzO7dRyHVeuT8a8KE+sAp4/If1M6eFSR9oY4Fg8ojP2TsvC4hGd0bVxLeVBAbP2Pt6lEfZn34kJWWkWTbaZfRCk12jFzIM89W4DwqpJPx9YKG33k+9pnNlF5DmqZwz06NEDAJCRkWGxnckHA5fS6Lz1fvmFV6U7ULq+kGvXqDIL0sROPimR5mbB8BwqHa1O+qng88d8KrlxJsD0fregT/N4adbbDbte7I65Px/Dazl5pmUDHzzUBnMGt8UH67yYud4X5Q9dvT55IC+K4gCH9Ui2zKi/tst4DOuahVCdBj/+fkr+PfTmNdpf8y35efJbzuwi8izVgYG1a9d6oh3kY0qnH9rspy+F6DJevlST9dQzP6n1TOQzQRocc1cGcV8KhucQ9Kw7T2XXFE19Nl8OsP3weRRfLUW/1nVtkuYaO4+AlFRw+d58jPhqJ2YMaIk7m5Z/Nur1BmgMZZ7p2PlyOrcHrk/WCQ/dngDRPAhw9k9g/J/AoTU2yxY1N5YtPt6pBx7v0sj+8gpvXKP9fbmCnya/VVpBi4icp/oM6tq1a4X/KHApjc5bbNeFQqNk6pkHEhQRBZwgTeyUmmC7VlerAe5tU9cHrXGO3HMAPFzmjeyz/kwwT167crK0be9Sh1OfrZfAaTVAZKiQTZqruTFlfOjt9RETISXuG3BrPUSG6SyaotNqPJdI15fTud18fTJP+th0cg76z96E9QfOWCZpdIX11P9Wg4CQcPuj/pveNb1+djuQnr5GV/blCi5wNLOLQQEi12mEE1fojRs34qOPPsJff/2Fb7/9FnXr1sXnn3+Ohg0b4vbbb/dEOwNecXExYmJiUFRUhOjoaF83x/2UTIsT4sYIjRtrPRMFCrkEnIB07AdwAs4yvQHrD5yxKJHWs1kiXry7CerHVrXYz1+/uMk9B0B6azgS5QOmzwo7o8DaEGDiCeCvtcCZA0D7YUBoRPnty0oAjQ7Q6W7cncCavAIcOXcZLetVR9vkWKkzLzeDrd5t0hp5411ZH7feOo9tPlP1AAyem37u5uclN7prvDu3nlPm72OvN6Rj4ZU6UofbXI9soMNTQIjZcSL3vcUb763CY8+vyLxWeuig8+RsEBlNJ+fgSontkuXIMB32Tsvy6GMTBTKl/VDVZ/B3332Hnj17okqVKti5cyeuX78OALh48SJeeeUV51tMgU3J1DMPJCgiChgBkthJLesSaX1b1sEH/9cG+/Mvem6k0M3cUubNVYFUIs2TbVUyCmwoA7Z9KJ03tRoDn/cDVk4B9i4BTv8hnUu68lF+jUaD7o1j8fjtjaSgAKB4yrjNe++tRLrW96PVerbcr5uvT14b3TV/vy4cln5aj+73yAY6jwYOrZV//bbMln4vPOada3SgLSmTKTUtDq6CVqvBkp3HvXqN58wuIs9SPWOgdevWeOaZZzBkyBBERUVh9+7daNSoEXJzc5GVlYX8/HxPtTWgBf2MASJSxl+TTrnIOFrktZFCD/D4emh7zEfI/XHNsTlvtNWdo8DWbW7QGbhzmv1R26SOwGM5FbdPri2A1JF8/oTj56eWp0ayPTwrwSuju+bvo/lMErnZJfZev0bpwKt1AaEHnt4JVK/v2Wt0IM0YqODYEw8shL5RBtKmrESZwfPXeM7sInKex2YM7N+/H3fccYfN9ujoaBQWFqq9OyKiysVPEzu5yviFLJDXgTpV5s1VgbTm2FttVTIKDACrpgAL+llusz6frNu8ZTZQek0+502PacDD39ve3pq3c4V4YpaCzCgwDq6QOtLWj+0kVaO7zsxCsc5dZD6TxDjq3/FpaZlJRa9faATQbqj0+5InPXuNDrR8SxUce5qNbyEkNAxDOiYbN3n0Gu8XM7uIgpzqs6h27do4ePCgzfaff/4ZjRo1ckujiIgocDHDvwrempruDt5qq3kHe/tc+x15jUaaIl5RZ8q6zXKdx7BqQP85QOdRwMHVFU/X91XHzt4087N/qr8vLwR4rJM+Gmk0wMj0FMva87JBCgXLJOSWP+QtA84fLl+2eGe2tK+j16/VQ0CH4c69nmoE4pIyB0sfkuIiTZs8fY03VsZaPKIz9k7LwuIRndG1cS2WKiRyE9WBgWHDhmH06NHYtm0bNBoNTp48iS+//BLjx4/HiBEjPNFGIiIKIFwHqlIgrTn2dFuVjAI76ExZdDrl2rZqipSh/qb08pw3t9yrrLPsq46d3GyEHtnA+AOW2+x16s23eyHAo3h019UghVzuIuulAIDj1y+xOZD1mu3r6QmBlm/JwQyZv8+VL6vxxjXeJzO7iCqJEMe7WPrXv/6FoqIipKen49q1a7jjjjsQHh6O8ePH4+mnn/ZEG4mIKEAYRwrl1oEaRwr5Rc5KfBP5Ncf+WMbS020173gbK9jkLQOa9JE6T6m9yvfVl9p0powl8j5adxBPdr0JdzZNBNJfkEocGsrKd1w1Rep4GvMJOOosmz+usWPnoC1uYwyWmK/zNibUU5LvwTgiv3EG0PIh4LbHvBKMMo7uZjRJMG0r0xuk0V3jun01r7s9jqb+u/r6eUKgLCmTe+0AKcdAl3HQl5ZgwZYjxk28xhMFOKfKFQLAlStX8Mcff8BgMKBp06aoVq2au9sWVJh8kIgqC2N5uNlrD2J//kWkJkZhZHoKuqfFc8qntUAqY+nNtjqRpNOY+PJgwSUM7VQfutCw8j+WXpNmHqyaYr/N3k4qqIZ5ud+zf0oj2+YlHI2sn5f1e9ZhuDQy7ssEeMbnUnYNaNbfO6+7s68fyZaaFjdKTS/NPYEXl+zhNZ7IzynthzodGCB1AjUw4LMs3UQU0HjtUEHmizdufPH2u+nFft7WJTuPo1/rusCBHGjMRoJFl/HQNM4Ctn4A7F0s32ZXKhV4g3VwRGnn3lHmfiM1nWJnq6uYByraP+XdIIWzrx/Jvt966KDjNZ4oIHgsMHDt2jX8+9//xtq1a1FQUACDwXIt386dO51rcZALxMCAEAKr8wowe81B7D99EakJUXi6OyPCRERuF0hlLP24rfrSEmj/Wg2N3U5vJqDTSaX5dDrzG8rPhugxDeg4HNCFWe7rD89X6Ui79X4W0+idCPC4WrLS2CF3V5DCWf48Q4SIyI2U9kNV5xh47LHHsHLlSvzjH/9Au3bt2EEMUnK1yHcdK8QTC3awXiwRkbsFyppjwK/bqgsNk1+znjEVuKl7eTBAp7Ps4MvlNrj7baDF/b5bh+6I0nwP1vsZl1N0GK4+T4JcAMWYLFBpR96Yx8CYWLLzaMvX3VuzUAIptwcRkReonjEQExODn376CZ07d/ZUm4JSIM4Y6D97E3YdK7TZ3iapOhaP4PtPRBQw/HiU310MBgO0Wq2DEXIHHXzz18Wf8z8obZvD/TItZ04o4eoUfOvb98iWlhWERlg+P0++tv783hIRuZnSfqjqId+6desiKoolpyoDe7XIDxWwFrkN65JKnqplTUSklrN14gOMVnvjK435iK82ROp0Ki2JZ94Z9EJZP6cpLZvocD+VQQHAtYoG1uUoAWkGw2v1gNN/AAZ9ebs9yVdlJ4mI/JjqpQRvvfUWnnvuOXz44Ydo0KCBJ9pEfqJZ7Sj8crTQYtuErDQMvb2+5Y5BOPJUIevna14Kyt+mmhJR5eaOqd+BRF8qJRo0Pt92Q6WRaGdL4nmhrJ/TlJZNdHd5RVem4Mst2TAuHYhv4t3PTG+XnSQi8nOqZwy0bdsW165dQ6NGjRAVFYXY2FiLfxTArEa5v3myHSb0SjP9PiErDcO6NoL20OqgH3myy3zk7bUkoOy68pEoIvJvwTjzx59HvT1BFypVHzCOBMc1lrY728G319n1l3XoSvM9uCsvhNyIPyD93mWcsnPG2CF/YpWU5O+JVdLvSjrkzp6j9m7nx/kyiIi8TfWMgQcffBAnTpzAK6+8goSEBCYfDBZ2Rr2H3ZGFhOhwTP3vHmmmwIEcy2zPwTzyZE2uHnRIuPMjUUTkP4J55o8/j3p7gtxIsDOj3MZOsNw6dGMnOJg/8+RUNOKv5lxxpkPu7DkazOd2kGPZWyLvUp18sGrVqtiyZQtatmzpqTYFJb9OPlhBEh7xwEJozJMTVfa6v+bPv9cbQPthLHlEFOiCPRFZZb9uu/L+mkrzeTljvr9zMpmlqo6eOxJBBvu5HcRYMpvIfTyWfDAtLQ1Xr151qXHusmHDBtxzzz2oU6cONBoNli5davH3qVOnIi0tDZGRkahRowZ69OiBbdu2yd6XEAK9evWSvZ8LFy5g8ODBiImJQUxMDAYPHozCwkLPPClfsDfVNGMqNOblnYDKN/Jkzfx5Xjgs/fT3qaZEVLFgnm7vjqnfgc6VRHOuTHsPZk6M+AshsO7AGfSfvQlNJ+eg/+xNWH/gDGTHp8yX7a2c7Pw5GszndhAr0xuwOq8AQxfswK5jhbhSojeVzF6TV4AyvcHXTSQKSqoDA6+99hrGjRuHdevW4dy5cyguLrb4502XL19Gy5YtMWvWLNm/N27cGLNmzcLvv/+On3/+GcnJycjMzMSZM2ds9p05c6bdCOSgQYOQm5uLnJwc5OTkIDc3F4MHD3brc/E56469sbzToTXlH8wAO8Hmz3P7XKD0Gr90EwWDYA16Mvu6xJUOPtehu0xVR09fapm7J7qutN3ZczRYz+0gFqLTYvaag7LxnNlrD3I5AZGHqM4xkJWVBQDIyMiw2C6EgEajgV6vd0/LFOjVqxd69bK/hnvQoEEWv7/99tuYP38+fvvtN4v27969G2+//TZ++eUX1K5d2+I2+/btQ05ODrZu3Yr27dsDAObOnYuOHTti//79SE1NdeMz8iHz9ZfW5Z2EAE7mAt2er9zrLa3XmxrKgG0fSgEUV9dbEpFvuZJp3d8x+7qEHXyfcdTRy2iSUL7RepTffHaeM+doMJ/bQcxeyez9+TLbnVzaQkSWVAcG1q5d64l2eFxJSQnmzJmDmJgYi/wIV65cwYMPPohZs2YhMTHR5nZbtmxBTEyMKSgAAB06dEBMTAw2b95sNzBw/fp1XL9+3fS7t2dTqGLd4ZUr78ROsHzSpbxlQJM+/NJNFMgqQ5I5dorJx1R19MxH87fPBTKmOneOVoZzO0ilJkRh17FC2+2JUZYbmFySyG1UBwa6du3qiXZ4zLJly/DAAw/gypUrqF27NlauXImaNWua/v7MM8+gU6dO6Nu3r+zt8/PzER8fb7M9Pj4e+fn5dh/31VdfRXZ2tutPwBusO7z2yjutmiL97PBU5e0E2xt545duosDlrkzrRGSX4o4eYDnKX8HAhOgyTipPeeMctUlmyHM7IJXpDXi6ewqeWLDDJp4zMj2l/H2WSy5ZmaplEbmZ6sDAb7/9Jrtdo9EgIiICSUlJCA8Pd7lh7pKeno7c3FycPXsWc+fOxf33349t27YhPj4e33//PdasWYNdu3ZVeB9yuQeMSyfsmThxIsaOHWv6vbi4GPXr13f+iXia0vJOq6ZISwweyynfVtkuugwCEDnPX6d8crp98PDXY6wSU9zRA+RH+VdNAaABOg63PEfLSrBk1wm8sHQPUhOikN23GZrWjrYIDugNAjqe2wElRKdF97R4zBvSFrPXHsT+/ItITYzCyHSrqgSOkkuyZDSRKqoDA61ataqwQxwaGoqBAwfio48+QkREhEuNc4fIyEikpKQgJSUFHTp0wM0334z58+dj4sSJWLNmDQ4dOoTq1atb3Oa+++5Dly5dsG7dOiQmJuL06dM293vmzBkkJCTYbDcKDw/3qwCJItZfpOxNv+s8ml+0iEg9f5/yyaBf4PP3Y6ySUtzRA+yP8tdqDGilc9JgMODPgkvo/e+NKL2R2io+OgK31InBmrwC6TGsS9yZN4jntt/TaDTo2riWRf6JMr3Btg/C5JJEbqM6MLBkyRI899xzePbZZ9GuXTsIIfDLL7/grbfewpQpU1BWVoYJEybgxRdfxIwZMzzRZpcIIUxr/ydMmIAnnnjC4u/NmzfHO++8g3vuuQcA0LFjRxQVFWH79u1o164dAGDbtm0oKipCp06dvNt4b+L0OyJyJ075JE/jMebXFHf0pJ0rnMGj1Wox4bvfTUEBrQZ48e4mWJ1XgCc/L5+VYKx8MG9IW3RtXIvZ7AOM9fsl+/4xuSSR26gODEyfPh3vvvsuevbsadrWokUL1KtXD5MmTcL27dsRGRmJcePGeTwwcOnSJRw8eND0++HDh5Gbm4vY2FjExcVh+vTp6NOnD2rXro1z587h/fffx/HjxzFgwAAAQGJiomzCwaSkJDRs2BAA0KRJE2RlZWHo0KH46KOPAABPPvkkevfuHTwVCezh1FoichdO+SRP4zHm9xR19IwczOAxT2bYrmEs6sdWxaiFu5RVPqDAZT5jlcklidxKdej0999/R4MGDWy2N2jQAL///jsAabnBqVOnXG+dAzt27EDr1q3RunVrAMDYsWPRunVrTJ48GTqdDnl5ebjvvvvQuHFj9O7dG2fOnMHGjRvRrFkzVY/z5Zdfonnz5sjMzERmZiZatGiBzz//3BNPyf9wai0RuQunfJKn8RirNFITypMWxkdJS1dVVT6gwGNcKjQvA3ilDrDnu/LZrfVuA8KqST8fWCht53dWIlVUzxhIS0vDa6+9hjlz5iAsLAwAUFpaitdeew1paWkAgBMnTlS4/t5dunXrBmEdGjazePFi1fcpd3+xsbH44osvVN8XERGZ4ZRP8jQeY5WCdTLDgovXAKisfECBRW6p0JJhwMXTtkkpObuVyCmqZwzMnj0by5YtQ7169dCjRw/ceeedqFevHpYtW4YPPvgAAPDXX39hxIgRbm8sEREFKOOUT+sva+ZTPolcwWOs0jBPZtgmqTr2nihCftE1jExPkX37jZUPKIDZWyq0ajLwWR/bfYlINY2oaMjdjkuXLuGLL77AgQMHIIRAWloaBg0ahKgoRmTtKS4uRkxMDIqKihAdHe3r5hAReZ8QUrlTJjQlT+ExVqlYlDmENOvTVJWgosoHFJheqQOUXLbdHlYNeP6E99tDFCCU9kOdCgyQegwMEBGBNebJ83iMVWrWwQLr3ymAzcuQXypU7zbgiVXebw9RgFDaD3XqSvn555/j9ttvR506dXD06FEAwDvvvIP//ve/zrWWiIgqByY0JU/jMVapqap8QIGDS4WIPE711fKDDz7A2LFj0atXL1y4cAF6vVREtkaNGpg5c6a720dERIHI+ksav7QRkQzrtf8u5wLgtSc46UJZgYDIw1QvJWjatCleeeUV9OvXD1FRUdi9ezcaNWqEPXv2oFu3bjh79qyn2hrQuJSAiCoN0zrvGWbrvMdznTeRNwTQUgohBFbnFWD2moPYf/oiUhOi8HR3F3IC8NoT/ALo+CbyFx5bSnD48GG0bt3aZnt4eDguX5ZJCEJERMHPOCqnL5W+mH/9oLQWtOSy9PPrB6XtHL0j8hzrOu/zMqTffZVOqoLR+zK9AavzCjB0wQ7sOlaIKyV67DpWiCcW7MCavAL1Mwd47akcuFSIyGNUBwYaNmyI3Nxcm+3/+9//0LRpU3e0iYiIAomxM7Jltv2SUkJImeL5JY7IM/ytY+wgSBGi02L2moOyl4rZaw+qzw3Aaw8RkUtC1N7g2WefxciRI3Ht2jUIIbB9+3YsXLgQr776KubNm+eJNhIRkb/Sl0pf9r9+EMh6XdpWsE9+X3vbich1jjrGqb281xbz64KxPcYgxQMLgZQegC4U+09flL35/nz57Q7x2kNE5DTVgYFHH30UZWVl+Ne//oUrV65g0KBBqFu3Lt5991088MADnmgjERH5K/POyIXD0rb4JvIlpeKbeLdtRJWNv3SMFQYpUhOisOtYoc3NUxOjnHtcXnuIiJzmVA2XoUOH4ujRoygoKEB+fj6OHTuGxx9/3N1tIyKiQGDsdGyfC5ReY0kpIl+x1wH2RcfYQZDCYDDg6e4pspeKkekpzuUY4LWHiMhpqgMDV69exZUrVwAANWvWxNWrVzFz5kysWLHC7Y0jIqIAYOx0GMqAbR+ypBSRL/hbx9hBkEKr1aJ7WjzmDWmLNknVERmmQ5uk6pg3pC26p8U7l2OA157gwtKTRF6lulxhZmYm7r33Xjz11FMoLCxEamoqwsLCcPbsWbz99tsYPny4p9oa0FiukIiCktxa4h7ZQPungNAIy/34xZzIs0zl+t4yK9c3zvvl+uSuC4DUBrMcA4BUncA8CGD9u8PHsShdpwdgYDm7YMDSk0Ru47FyhTt37kSXLl0AAIsWLUJiYiKOHj2KBQsW4L333nO+xUREFHjkRunylgF/rbXsEPCLOZHnaTRSp/uJVcDzJ6SfKT2835FSMXpvHQRQHBSQrXqwAtBapc/itSfw+FuFDaJKQnXywStXriAqSkoKs2LFCtx7773QarXo0KEDjh496vYGEhGRnzN2RsyznutLOapD5Av+Uufdk9cFhVUPyE85munhTxU2iCoR1TMGUlJSsHTpUhw7dgzLly9HZmYmAKCgoIBT5ImIKit/6YwQkf9w53XBfJTYUceR1x//ZT3TY/fXgFZbvu2Xj6X9/KXCBlElojowMHnyZIwfPx7Jyclo3749OnbsCECaPdC6dWu3N5CIiIiIKhHrqeLmnUl2HP2DM4kBrZcIlF0Hmvaz3HbugLSvP1XYIKokVAcG/vGPf+Dvv//Gjh07kJOTY9qekZGBd955x62NIyIiIqJKxDwI8FqS1Hlkx9G/yOZ3WGU7gwOoeKZHu6FSklrzbSx7S+QzqgMDAJCYmIjWrVtDqy2/ebt27ZCWlua2hhERERFRkDPv5FmPKLcaBISEs+PoT+wlBjxzADConOlRo6HtNpa9JfIZ1ckHiYiIiIhcZuw4bpwBNOgM3DnNMghQUcex82ipo+jr0oyVjVx+hx7ZQOdR5eUFz/4JjP8TOLSmPEFkvdukfeObSIEEALhw2HYbAKyaIv3sMJxJbYm8yKkZA0REREREqlQ0OyC6rrTdPAhg3nE0t2oKsOld4Kbuvi/NWBmZv0faEKD9U87N9Kho9sfqqVJgQa8v38aZAkQexcAAEREREXmW+bTylZNtR57lggDsOPon8/dILk+A0iUCIRHAH/91sGxA573nRVTJcSkBEREREXmOvlQKChinlTe/X9pu3nHcPhfImCoFAYz7cdmA/9GXWr5HckEA1UsE9NJsDy4bIPIpzhggIiIiIs9RMjvAXtK5vGXA+cNSx5HLBnxPF2r5HhWflLa7NNNDZzvbg7M/iLxOI4RcbRFyt+LiYsTExKCoqAjR0dG+bg4RERGR97xSR8pgD0jr0ieeAP5aWz7ybNRjGtBxOKALK9+mL2VH0d+YvyfWM0KAGwkJR99ISMiZHkS+pLQfyhkDRERERORZSmYH1LsNqNUY0HL02O+ZvyfWswg404MoIHHGgJdwxgARERFVSnIjygBnBwQb6/eO7yWRX+CMASIiIiLyPbkRZc4OCD7ME0AU0AI6MLBhwwbcc889qFOnDjQaDZYuXWrx96lTpyItLQ2RkZGoUaMGevTogW3btpn+fv78efzzn/9EamoqqlatiqSkJIwaNQpFRUUW93PhwgUMHjwYMTExiImJweDBg1FYWOiFZ0hEREQUBDQaTisnIvJjAR0YuHz5Mlq2bIlZs2bJ/r1x48aYNWsWfv/9d/z8889ITk5GZmYmzpw5AwA4efIkTp48iRkzZuD333/Hp59+ipycHDz++OMW9zNo0CDk5uYiJycHOTk5yM3NxeDBgz3+/IiIiIiCBkeUiYj8VtDkGNBoNFiyZAn69etndx/j+opVq1YhIyNDdp9vv/0W//d//4fLly8jJCQE+/btQ9OmTbF161a0b98eALB161Z07NgReXl5SE1NVdQ+5hggIiIiIiIib2KOASslJSWYM2cOYmJi0LJlS7v7GV+wkJAQAMCWLVsQExNjCgoAQIcOHRATE4PNmzfbvZ/r16+juLjY4h8RERERERGRvwn6wMCyZctQrVo1RERE4J133sHKlStRs2ZN2X3PnTuHl156CcOGDTNty8/PR3x8vM2+8fHxyM/Pt/u4r776qiknQUxMDOrXr+/6kyEiIiIiIiJys6APDKSnpyM3NxebN29GVlYW7r//fhQUFNjsV1xcjLvvvhtNmzbFlClTLP6mkUmMI4SQ3W40ceJEFBUVmf4dO3bM9SdDRERERERE5GYhvm6Ap0VGRiIlJQUpKSno0KEDbr75ZsyfPx8TJ0407XPx4kVkZWWhWrVqWLJkCUJDy5PhJCYm4vTp0zb3e+bMGSQkJNh93PDwcISHh5t+N6Zy4JICIiIiIiIi8gZj/9NRasGgDwxYE0Lg+vXrpt+Li4vRs2dPhIeH4/vvv0dERITF/h07dkRRURG2b9+Odu3aAQC2bduGoqIidOrUSfHjXrx4EQC4pICIiIiIiIi86uLFi4iJibH794AODFy6dAkHDx40/X748GHk5uYiNjYWcXFxmD59Ovr06YPatWvj3LlzeP/993H8+HEMGDAAgPTiZGZm4sqVK/jiiy8skgTWqlULOp0OTZo0QVZWFoYOHYqPPvoIAPDkk0+id+/eiisSAECdOnVw7NgxREVFVbgEQU5xcTHq16+PY8eOsaIBBRwevxSoeOxSoOKxS4GKxy4FKn8+doUQuHjxIurUqVPhfgEdGNixYwfS09NNv48dOxYA8PDDD+PDDz9EXl4ePvvsM5w9exZxcXG47bbbsHHjRjRr1gwA8Ouvv2Lbtm0AgJSUFIv7Pnz4MJKTkwEAX375JUaNGoXMzEwAQJ8+fTBr1ixVbdVqtahXr55Tz9MoOjra7w40IqV4/FKg4rFLgYrHLgUqHrsUqPz12K1opoBRQAcGunXrVuFaicWLF7t0e6PY2Fh88cUXqttHRERERERE5O+CvioBEREREREREdnHwEAACA8Px5QpUyyqHBAFCh6/FKh47FKg4rFLgYrHLgWqYDh2NULJXHoiIiIiIiIiCkqcMUBERERERERUiTEwQERERERERFSJMTBAREREREREVIkxMEBERERERERUiTEwQERERERERFSJMTDgY7/99hvOnj2LsrIyXzeFSBUeuxSoeOxSoOKxS4GMxy8Fqspy7DIw4CMHDhxAhw4dkJWVhdtvvx19+/bFwYMHfd0sIod47FKg4rFLgYrHLgUyHr8UqCrbscvAgA9cuHAB//znP5GWloaVK1fi3XffxYEDBzBmzBhs3boVACCE8HEriWzx2KVAxWOXAhWPXQpkPH4pUFXGY5eBAR84ceIEtm3bhocffhjNmjVDz5498cknn6CkpAQzZ86EwWCARqPxdTOJbPDYpUDFY5cCFY9dCmQ8filQVcZjl4EBHzh69Chq1KiB+Ph407bbb78d99xzDw4ePIgvvvgCQPBFoSjw8dilQMVjlwIVj10KZDx+KVBVxmOXgQEPOnToEB566CGMHj0a7733Hq5fvw4A6NatG06fPo1ffvkFAEyJLPr374+kpCSsW7cOly9fDrooFAUOHrsUqHjsUqDisUuBjMcvBSoeu+UYGPCQJUuWoE2bNrh+/TquXbuGf/3rX3jkkUewc+dOREZGYtCgQXjllVcghEBISAgMBgPq1auHli1bYufOndBqtUEVgaLAwWOXAhWPXQpUPHYpkPH4pUDFY9eKII+49957xahRo0y/r1q1SnTv3l307t1bCCHEvn37RHR0tJg+fbrF7RYvXiwiIyPFuXPnvNpeIiMeuxSoeOxSoOKxS4GMxy8FKh67ljhjwM2EECgsLMTRo0cRGxtr2p6RkYFHH30U+/btw9y5c5GWlobs7GxkZ2fj66+/xrlz5wAAy5Ytwz/+8Q+L2xJ5A49dClQ8dilQ8dilQMbjlwIVj115Ib5uQKArKCjAb7/9hqSkJDRu3BgajQYhISEoKyuDXq9HaWkpQkNDAQB33nknNm7ciE8++QQPPvggxowZgz/++AMTJ07E66+/jtDQUBw5csSUzILIk3jsUqDisUuBiscuBTIevxSoeOwq5MvpCoFu0qRJokqVKqJNmzYiPDxcTJo0Sfz5559CCCHGjh0rGjRoIE6ePGlxmy+++EK0atVK/PTTT0IIIa5evSp27Ngh3n33XfHWW28JvV7v9edBlQ+PXQpUPHYpUPHYpUDG45cCFY9d5RgYcNKaNWtEs2bNxLJly8TZs2fFzJkzRYcOHcRdd90lhBDi3LlzIjo6WkybNk2UlZWZbnf27FlRrVo1sWHDBiGECNoDi/wXj10KVDx2KVDx2KVAxuOXAhWPXXUYGHDSmDFjxC233GKxbdGiRaJ69erigw8+EEII8eabb4oqVaqIH3/80bTP7t27RVJSkvj555+92l4iIx67FKh47FKg4rFLgYzHLwUqHrvqaIQIphoLnlFaWmpaiwJICSsmT56MX375BYsXL0bVqlUBAMXFxZgyZQq++uornDp1ClqtFr169cLp06fRunVr3HfffXjllVcQERGBpUuXolq1ar58WlQJ8NilQMVjlwIVj10KZDx+KVDx2HUdqxI4MG3aNGRkZGDAgAFYtGgRCgsLodFoUK1aNRw7dgx79uwx7RsdHY2BAweiRo0aePvttwEAn376KZ544gns27cPEyZMQEpKCpYtW1apDjLyDR67FKh47FKg4rFLgYzHLwUqHrtu4rvJCv7typUr4t577xU333yz+PDDD8Xdd98tbrnlFjFw4EDT32vUqCGee+45cenSJdPtiouLRe/evcWECRMs1qNcvnxZnD9/3uvPgyofHrsUqHjsUqDisUuBjMcvBSoeu+7FwIAdu3btEjfffLPF2pJvvvlGhIeHi/fff18IIcSMGTNEbGysWLZsmcVt27RpI5566ikhhBAGg8F7jSYSPHYpcPHYpUDFY5cCGY9fClQ8dt2LgQErxqjRzz//LMLCwsSZM2dMf7t+/bqYMGGCiIuLM0WdunXrJrp27Sq++uorUVJSInbs2CFat25tc/AReRqPXQpUPHYpUPHYpUDG45cCFY9dz2COAQCLFi3Cf/7zHxw5cgQGgwEAcPnyZaSmpmLlypWm/cLCwjBixAhERETglVdeAQC8++67aNq0KR566CFkZGTg9ttvR/PmzdGjRw+fPBeqXHjsUqDisUuBiscuBTIevxSoeOx6XqWuSpCbm4sHH3wQJSUl0Ol0AID77rsPr776Ki5cuIBevXqhbdu2mDp1KmrWrAlAyng5bdo0LF26FNu3b0eVKlUghMCWLVtw+PBhNG3aFK1bt/bl06JKgMcuBSoeuxSoeOxSIOPxS4GKx673VOoZA3PnzkVaWhr++OMPrFixAmPGjMGMGTMwf/581KhRA4MGDcLy5cuxZs0a021CQ0MRHR2NKlWq4OrVqxBCQKPRoFOnTnjooYd4kJFX8NilQMVjlwIVj10KZDx+KVDx2PUiX6xf8Afnzp0TNWrUEAsWLLDYPnHiRBEXFyf++usvIYQQGRkZIisrS2zevNm0z/PPPy969OhhkcWSyNOMiVF47FKg4rFLgYbXXQoGPH4p0PDa6xuVZsbAp59+ikWLFgEAhBCIior6//buPaiK8wwD+HO4DXAACUIQReUuVkTRpoijiKlWayUlWIWYVMMQC+YiRlBjOiYYvEQJXtJowGkCYjskoqM2XmJVhEZajZcoIk241BolpBIhIAgeLm//MOdEBNEkh8NZz/ObccTds7vfMs+8LK+736J///64dOkSAOieVUlOToadnR3S0tIAACtWrIC5uTmmT5+O119/HS+//DK2bNmC2bNnw8zMZL591Iu++uorAIBKpQIAqNVqZpcUgXWXlIp1l5SMtZeUirW3l/VyY6LH5efni5+fn6jVavnHP/6hW37jxg159tln5cknn5SqqioREWltbRURkYyMDFGr1dLU1CQiItXV1bJ06VKJioqS0NBQOXr0qOFPhEzO8ePHZfTo0RIUFCSRkZGyfft2ERGpq6tjdsmose6SUrHukpKx9pJSsfYah4e2MfDtt9/KtGnTxNraWl599dUubyPZunWrjBo1StLT0zss//zzz8XT01P+9re/dVje0tLSo2Mm0iooKBA3Nzd59dVXJScnR6Kjo8Xc3Fw+/PBDERHJysqSoKAgZpeMCusuKRnrLikVay8pGWuv8bDo7TsWekpJSQkOHjyIrVu34rnnngMAFBQUwNnZGa6urnB2dsbvf/977N+/H3v37sWoUaPw2GOPAQCuX7+Ompoa9O/fv8M+LSwe2m8XGQn5bnKUw4cPw8/PD8uXL4e1tTWio6PRr18/LFiwAH5+fnj66aexd+9eZpeMCusuKRHrLikday8pEWuv8XkoH7oQEYSEhOA3v/kNcnJykJGRAX9/fyQmJmL8+PGIiIjAkSNHYG1tjZdeegkajQbx8fEoKipCVVUV9u/fj8DAQAwaNKi3T4VMjPaZqqKiIjg5OcHa2hptbW0AgA0bNsDGxgYbNmyAhYUFXn75ZWaXjAbrLikV6y4pGWsvKRVrrxHqzdsVeor22ZMrV66ISqUSb29veeedd+Tf//637NmzR2bPni0uLi5y8+ZNERH59NNPJTg4WAYPHizu7u4yaNAgyc/P781TIBOlnYU1LS1NPD09pbq6WkREmpubRURkx44dYm1tLSUlJSLC7JLxYN0lpWLdJSVj7SWlYu01Pg9FY0AbrDtpC+Wf//xnycjI6LDu8uXL8uijj8q6det0yxoaGqS0tFQOHTrUs4Mlku8zq83p3Q4cOCC/+MUvZM2aNbrPa7fx8PCQlJQU3WeZXTKk7rLLukvGTKPRdLuedZeMWXf5Ze0lY3br1i2pra2953rWXuOh2EcJ9uzZg/379+Pq1au6ZSKi+1r7aorY2Fjd81ZajzzyCNzd3XWvxABuvw7D19cXv/rVr3p45GTq1qxZo8ukubl5h3XaDI8fPx4jRozAvn37cOHCBahUKrS3t0Oj0cDHxwfV1dW6bZhdMpTusguw7pLxWrZsGYYPH45vvvmm0zrWXTJ23eUXYO0l47Vq1So8/vjjOHToUIff0wDWXmOkuMbARx99BE9PTyxfvhwvvvgiZsyYoXtXq/ZZlbu/vvv9lRUVFbhx4wamTp1qmEETfefKlStISUnBvn37kJOTAwC656mA27kVEdjZ2eGpp56CjY0NkpKSANz+RezmzZuorKxESEhIr4yfTNf9sguw7pLx2bVrF9zc3LBr1y68+eabcHZ27vQZ1l0yVg+SX4C1l4zPpUuXMHbsWGRnZyM+Ph5jxoxBa2trh+YAa6/xUcy0jS0tLXjrrbfw7rvvYtGiRZg3bx4qKiqQlJSEwsJCPPnkk93OQtnU1IS6ujpcuHABixcvxogRI3SzWhIZyvnz5zFgwABMmjQJb7/9NiIiImBjY4P29vZOP8wnTpwIjUaDZ599FoGBgRg3bhw++eQT2NnZYcyYMb10BmSqfkh2tVh3qbe0tLRg0aJF2Lx5M959913ExcUB+H4W7Hth3SVj8GPzq8XaS73t448/hp2dHQoKCmBpaYmbN2/C0tJSt/7uawfWXuOgmDsGWlpaMGjQIGzatAkJCQlQq9UIDAyEg4MDvL29u20K1NfXY+fOnXjqqacwa9YshIeHIzc3F05OTgY8AzJl2g5pY2MjIiMjMW3aNDQ2NiI1NRVAxw7/nT/0p0yZgmPHjmHWrFm4fv06oqKi8Omnn8LDw8Og4yfT9UOyeyfWXepNIgJXV1fY2NjofqlauXIlVq1ahU2bNuHrr7/u8FnWXTImPzS/d2Ltpd5269Yt5OTkIDo6GpaWlkhISEBERASio6PxzjvvAPj+2oG117io5O6KYmTu/IFdU1MDR0dHXZg2bNiA5ORkTJ48GRMmTMDUqVPh6+ur60IdPnwYkydPBgCcO3cOZ8+eRUREBIsjGcSd2dV+/cYbb6CyshIZGRlISkrCkSNHcPjwYVRWVsLX1xdqtRoAOmRXq7v/mSXSJ31ll3WXDO3O7P7vf//DpEmTICIwMzODvb093NzccPDgQfz85z/HG2+8gQkTJnR5zaDFukuGpK/8svaSoWmzq/17zJgxCAsLQ0tLCz777DPMnj0bR44cwd69e7F27VosWLBAty1rrxExxAyHP1RBQYHExcXJf//7XxHpevbryMhIcXNzk3Xr1kliYqKEhYVJYGCgbn1paak4OjpKbGysiHT95gIifbs7u21tbR3WL1y4UDZt2iQiIsXFxRIYGCgWFhYSFBQkX3/9tYiIlJWViaOjo8ybN8+wgyeTps/ssu6SIXV3zbBjxw7x9vaWzZs3S2Njo4iIfPbZZxIRESETJ07UfU57zcC6S4amz/yy9pIh3eu6obGxUV544QUZN26cjB49WoqKinTbpKamir29ve71mV988QVrrxExqsZAQ0ODLF26VGxtbaVv377y2muvdfqMNnTl5eXy7bff6pbn5+fL4MGD5cCBA7p9bdy4UT788EPDDJ5M2v2yq/0hHRsbKzt37pTq6mqZPHmyWFpairOzs+Tm5uo+29jYyOySwTC7pFQPcs1w/fp1KSgo6PSqrPT0dBk2bJhcvHhRty9mlwyJ+SWl6i672muG9PR0cXBwkJEjR3bYtqamRvr16yfZ2dm6fTG7xsOo7tEoKyvD8ePHsWnTJkRHRyMvLw8nTpwAcPuWEuD7Z1K8vLzQp08f3azYNTU1qKurg4uLC4Dbr7NISEjArFmzeuFMyNTcL7sqlQoajQYXL17E2rVrMXDgQNjb2yM3NxcTJ07Ee++9p9uXra0ts0sGw+ySUnWXXe21gZOTE0JDQ+Ho6AgAaG1tBQDcuHEDV65c0S3nNQMZGvNLStVddrUZfeaZZxAaGoqysjIUFhbqtr1y5QqsrKzQv39/AMyusTGqxsDIkSOxbNkyPPfcc5g7dy6srKzw/vvvA+g8wZX2GSxzc3PU19cjLy8P4eHhCAgIMPi4ie6X3dbWVlhZWSEsLAwajQa7d+/Grl278Nvf/ha//OUvUVxcjLy8vF4+CzJFzC4pVXfZNTc373IbCwsL1NTU4OTJk4iLi9NdnBIZGvNLStVddi0tLdHa2gq1Wo2FCxciICAAzz//PM6cOYOqqirs2rULnp6eGDZsWC+fBXWl1ycflLsmq7jTypUrsW/fPixevBgzZsxAW1ubrljW1taipKQExcXFSE1NhaOjI95//30EBgb2xmmQCfoh2W1tbYWFhQXa2trQ3NwMtVqt2666uhr19fXw9vbupTMhU8PsklL92GuGmpoaFBcX4+LFi1i/fj1cXFyQmZmJIUOG9MZpkIlifkmpfsx1AwCcPn0a8+fPR21tLW7dugVbW1tkZ2cjODi4N06D7sPgjYHGxkY0Njbi0Ucf7TJcIoL29naYm5vjP//5DxYtWgQzMzNkZmaiT58+um3Ky8uxceNG/POf/0RMTAxeeuklQ54GmSB9ZZfI0JhdUip9Zbe0tBRvvvkmTpw4gfj4+A4zYhP1FOaXlOqnZvfOxlZDQwOuXbuGL7/8EmFhYb1wNvSgDPooQXJyMoYNG4azZ892WJ6VlYX09HTdv7VB8vLyQnh4OL766its27YNAFBaWor29nb4+Phg4cKFOHXqFJsC1OP0kd2ysjLdXBm9fKMOmRBml5RKn9cMfn5+WLJkCS5cuMBfqsggmF9SKn1kt6KiQnfdYGNjAy8vLzYFFMAgjYG//OUvcHZ2xvbt2/Hll1/i8uXLAKC7FTU7Oxu5ubmoq6vr8O5sAJg5cyYCAgKwe/duzJ8/H0OHDtWF0sfH557PYRHpgz6z6+/vj61bt+q2J+pJzC4pVU9dM/j7+/OagXoc80tK1VPXDcytgvTQ2w5EROT8+fMyZMgQcXZ2lvT0dLlx44ZERkbK/PnzO3yusLBQ98qVriQkJIhKpRJfX1/ZuXNnTw6ZSESYXVIuZpeUitklJWN+SamYXdKy6MmmQ2FhIYKDg7F582bY2dkBuP2KFW3nqKWlBZaWlhg7dmyX2zc0NGDGjBnIz89HamoqEhMTe3K4RDrMLikVs0tKxeySkjG/pFTMLunou9OwZcsW2bJlS6flGo1GRETeeustcXd3v+f2p0+f7vDvrKwsqaur0+8gibrA7JJSMbukVMwuKRnzS0rF7FJX9DrHwO7du/HCCy9g7969OHnyJADoJp6wtLQEANja2sLBwQElJSWdts/NzUV0dDS2b9+uWzZ37lw4ODjoc5hEnTC7pFTMLikVs0tKxvySUjG7dC96bQxUV1fDy8sLTU1N2LNnDzQaDczMbh9CvpucIigoCOXl5brgyR0zXA8dOhTjxo2Dj4+PPodFdF/MLikVs0tKxeySkjG/pFTMLt2LXhsDJSUlWLduHR5//HHk5+fj4MGDAG53oVQqFUQEgwYNwoABA3D06FEAHWe4DggIQGZmJkJCQvQ5LKL7YnZJqZhdUipml5SM+SWlYnbpXvTSGGhrawMA1NXVoa6uDnFxcTAzM0NeXh5aWlpw9epVALdDpVKpYG9vj/r6en0cmugnYXZJqZhdUipml5SM+SWlYnbpfvTSGNDOWnnp0iW4urqiX79+mDdvHg4dOoRHHnkEv/vd7wDcvg3Fzc0NVlZWOHHihD4OTfSTMLukVMwuKRWzS0rG/JJSMbt0P3p5XaGIQKVSwdnZGT/72c9w7do1fPDBBygvL4evry/S0tIA3L5FRUQwc+ZMeHp66uPQRD8Js0tKxeySUjG7pGTMLykVs0v3o5I7Z5P4CWpraxEQEIDg4GAcOHAA4eHhCA0Nxfbt2xEZGYlXXnlFH4ch0jtml5SK2SWlYnZJyZhfUipml7qjlzsGAMDBwQHBwcG4fPkycnNzER4eDgD45JNPsGfPHkRERMDf319fhyPSG2aXlIrZJaVidknJmF9SKmaXuqO3OwYAoLKyEg4ODrC3t0d7ezvMzMzw+eefo6mpCUFBQfo6DJHeMbukVMwuKRWzS0rG/JJSMbt0L3ptDBARERERERGRsujlrQREREREREREpExsDBARERERERGZMDYGiIiIiIiIiEwYGwNEREREREREJoyNASIiIiIiIiITxsYAERERERERkQljY4CIiIiIiIjIhLExQERERERERGTC2BggIiIiIiIiMmFsDBARERERERGZMDYGiIiI6IGFhYVh4cKFD/TZrKwsODo69uh47sXDwwMbN27slWMTEREpDRsDREREZBDJyckYOXKkXvd5r+bDqVOn8Ic//EGvxyIiInpYWfT2AIiIiIj0zcXFpbeHQEREpBi8Y4CIiIi61NjYiDlz5sDOzg5ubm5IS0vrsF6j0WDJkiUYMGAA1Go1goODkZ+f3+W+srKysGLFCpw/fx4qlQoqlQpZWVkAgPXr12P48OFQq9UYOHAgnn/+eTQ0NNx3fPn5+YiJiUFdXZ1un8nJyQA6P0qgUqmQkZGB6dOnw9bWFkOHDsW//vUvlJeXIywsDGq1GiEhIaioqOhwjI8++gijR4+GtbU1vLy8sGLFCrS2tj7w95CIiEgJ2BggIiKiLi1evBjHjh3D7t278fe//x35+fk4c+aMbn1MTAwKCwvxwQcfoKioCDNnzsTUqVNRVlbWaV9RUVFITEzEsGHDUFVVhaqqKkRFRQEAzMzM8Pbbb6O4uBjbtm1DXl4elixZct/xjR07Fhs3boSDg4Nun0lJSff8fEpKCubMmYNz587B398fs2fPRlxcHJYtW4bTp08DAF588UXd5w8dOoRnnnkGCxYsQElJCTIyMpCVlYVVq1Y98PeQiIhICfgoAREREXXS0NCA9957D9nZ2Zg8eTIAYNu2bXB3dwcAVFRUICcnB1evXkX//v0BAElJSfj444+RmZmJ1atXd9ifjY0N7OzsYGFhgX79+nVYd+dkhp6enkhJScH8+fOxZcuWbsdoZWWFPn36QKVSddpnV2JiYjBr1iwAwNKlSxESEoLly5djypQpAICEhATExMToPr9q1Sq88sormDt3LgDAy8sLKSkpWLJkCV5//fX7Ho+IiEgp2BggIiKiTioqKqDRaBASEqJb5uTkhCFDhgAAzp49CxGBn59fh+1u3bqFvn37/qBjHTt2DKtXr0ZJSQnq6+vR2tqK5uZmNDY2Qq1W//ST+U5gYKDua1dXVwDA8OHDOyxrbm5GfX09HBwccObMGZw6darDHQJtbW1obm7GzZs3YWtrq7exERER9SY2BoiIiKgTEel2fXt7O8zNzXHmzBmYm5t3WGdnZ/fAx7l8+TKmTZuG+Ph4pKSkwMnJCcePH0dsbCxaWlp+1NjvxdLSUve1SqW657L29nbd3ytWrEBkZGSnfVlbW+t1bERERL2JjQEiIiLqxMfHB5aWljhx4gQGDRoEAKitrUVpaSkmTJiAoKAgtLW14dq1axg/fvwD7dPKygptbW0dlp0+fRqtra1IS0uDmdntqY927NjxwOPsap/6MmrUKHzxxRfw8fHpkf0TEREZCzYGiIiIqBM7OzvExsZi8eLF6Nu3L1xdXfHHP/5R98u7n58fnn76acyZMwdpaWkICgrCN998g7y8PAwfPhzTpk3rtE8PDw9cunQJ586dg7u7O+zt7eHt7Y3W1lb86U9/Qnh4OAoLC5Genv7A4/Tw8EBDQwOOHj2KESNGwNbWVm+3+L/22muYPn06Bg4ciJkzZ8LMzAxFRUW4cOECVq5cqZdjEBERGQO+lYCIiIi6lJqaitDQUDzxxBOYNGkSxo0bh9GjR+vWZ2ZmYs6cOUhMTMSQIUPwxBNP4OTJkxg4cGCX+5sxYwamTp2KiRMnwsXFBTk5ORg5ciTWr1+PtWvXIiAgAH/961+xZs2aBx7j2LFjER8fj6ioKLi4uGDdunU/+by1pkyZgn379uHw4cN47LHHMGbMGKxfvx6DBw/W2zGIiIiMgUru9xAhERERERERET20eMcAERERERERkQljY4CIiIiM1q9//WvY2dl1+Wf16tW9PTwiIqKHAh8lICIiIqNVWVmJpqamLtc5OTnBycnJwCMiIiJ6+LAxQERERERERGTC+CgBERERERERkQljY4CIiIiIiIjIhLExQERERERERGTC2BggIiIiIiIiMmFsDBARERERERGZMDYGiIiIiIiIiEwYGwNEREREREREJuz/0axPuoEdh7IAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "fig, ax = plt.subplots()\n", "fig.set_size_inches(12, 3)\n", @@ -660,165 +3580,24 @@ "ds_te.plot.scatter(ax=ax, x=\"delta_time\", y=\"h_te_best_fit\") # blue" ] }, - { - "cell_type": "code", - "execution_count": null, - "id": "0c0e0e9a-6ca2-4f06-884c-ec82382708ae", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "c19665c3-98be-486c-9313-1a5a76a96122", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "717c784a-46bf-4c4e-87c5-979179fc0c91", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "1c84231c-bfa3-4c1e-9113-0fce7170f5ce", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "c4dc5163-7242-497b-a48b-cb62c5ff1d29", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ad502ba4-7402-4922-9258-2299c9af7fd8", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ebc67228-d603-4529-99bb-7aec7a674e94", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "markdown", - "id": "4f607425-91c9-428d-99f8-faeef8d0d9e3", - "metadata": {}, - "source": [ - "## Other ideas for a fun last thing but will likely get dropped \n", - "\n", - "Trying to come up with a fun final plot, if there is time. Ignore this for now and revisit in the morning." - ] - }, { "cell_type": "markdown", - "id": "7f599912-571a-45d7-8b6a-b5c35cff1aa4", - "metadata": {}, - "source": [ - "### Add more of a basemap to the spatial plot\n", - "\n", - "Cartopy doesn't seem to have any nice built in basemaps, and I think foluim would be too complicated." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "90c2f3ac-d7ab-4e69-83f4-fa90877d495e", + "id": "89bc5731-4c97-42a7-a0ad-6cd98e169d43", "metadata": {}, - "outputs": [], "source": [ - "fig, ax = plt.subplots(subplot_kw={'projection': ccrs.PlateCarree()})\n", + "## Summary \n", "\n", - "# Add background features\n", - "ax.add_feature(cfeature.COASTLINE, alpha=0.3)\n", - "ax.add_feature(cfeature.BORDERS, linestyle=':')\n", - "ax.add_feature(cfeature.RIVERS)\n", + "In this notebook we explored the opening and rendering ATL08 data with icepyx. We saw that icepyx will subset our downloaded data to our area of interest and also allows us to download only the variables we need. The ATL08 data has a folder-like structure with many variables to choose from. We focused on `h_canopy` and showed additional examples using the raw photons and `h_te_best_fit` for the ground height.\n", "\n", - "# ax.set_extent([-77.5, -75.4, 36.6, 39.7])\n", - "\n", - "# Add and format gridlines. Remove top and right labels\n", - "gl = ax.gridlines(crs=ccrs.PlateCarree(), draw_labels=True,\n", - " linewidth=1, color='gray', alpha=0.2, linestyle='--')\n", - "gl.top_labels, gl.right_labels = False, False\n", - "\n", - "ds.plot.scatter(ax=ax, x=\"longitude\", y=\"latitude\", hue=\"h_canopy\")" - ] - }, - { - "cell_type": "markdown", - "id": "6d02bb8c-4718-466d-8d9d-eadb4e19833e", - "metadata": {}, - "source": [ - "Notice that the data is already subset to our area of interest! (Also download the full granule with earthaccess to compare the area?)" - ] - }, - { - "cell_type": "markdown", - "id": "7a1b2338-8e97-4c28-a04c-6e9803e0bbbd", - "metadata": {}, - "source": [ - "### Interactive plot with holoviz" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "3a7ca0c3-d8c7-4619-8077-9f7b5b169447", - "metadata": {}, - "outputs": [], - "source": [ - "import hvplot.xarray" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "3f699f30-269b-4005-ad99-0d1ff14a9868", - "metadata": {}, - "outputs": [], - "source": [ - "ds.hvplot.scatter(y=\"h_canopy\", x=\"latitude\",\n", - " by=['spot', 'photon_idx', 'gran_idx'], legend=False)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "67d7bd33-50df-4ce2-adb2-e706f49410d2", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "3e1b4ec9-29dc-46e3-bd4b-057253f643e7", - "metadata": {}, - "outputs": [], - "source": [ - "gt1l = ds.where(ds.gt == 'gt1l')" + "More information about ATL08 can be found in:\n", + "- The [Algorithm Theoretical Basis Document (ATBD)](https://icesat-2.gsfc.nasa.gov/sites/default/files/page_files/ICESat2_ATL08_ATBD_r006.pdf)\n", + "- Neuenschwander et. al. 2019, Remote Sens. Env. [DOI](https://doi.org/10.1016/j.rse.2018.11.005)" ] }, { "cell_type": "code", "execution_count": null, - "id": "1d820ee1-701b-4ef5-bc55-b72674cde940", + "id": "dfa56090-7bc9-4c02-8624-b863a81dd965", "metadata": {}, "outputs": [], "source": []