forked from ml-explore/mlx
-
Notifications
You must be signed in to change notification settings - Fork 0
/
CMakeLists.txt
287 lines (241 loc) · 8.78 KB
/
CMakeLists.txt
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
cmake_minimum_required(VERSION 3.24)
project(mlx LANGUAGES C CXX)
# ----------------------------- Setup -----------------------------
set(CMAKE_MODULE_PATH "${PROJECT_SOURCE_DIR}/cmake")
set(CMAKE_CXX_STANDARD 17)
set(CMAKE_CXX_STANDARD_REQUIRED ON)
set(CMAKE_POSITION_INDEPENDENT_CODE ON)
set(CMAKE_INSTALL_MESSAGE NEVER)
# ----------------------------- Configuration -----------------------------
option(MLX_BUILD_TESTS "Build tests for mlx" ON)
option(MLX_BUILD_EXAMPLES "Build examples for mlx" ON)
option(MLX_BUILD_BENCHMARKS "Build benchmarks for mlx" OFF)
option(MLX_BUILD_PYTHON_BINDINGS "Build python bindings for mlx" OFF)
option(MLX_BUILD_METAL "Build metal backend" ON)
option(MLX_BUILD_CPU "Build cpu backend" ON)
option(MLX_METAL_DEBUG "Enhance metal debug workflow" OFF)
option(MLX_ENABLE_X64_MAC "Enable building for x64 macOS" OFF)
option(MLX_BUILD_GGUF "Include support for GGUF format" ON)
option(MLX_BUILD_SAFETENSORS "Include support for safetensors format" ON)
option(MLX_METAL_JIT "Use JIT compilation for Metal kernels" OFF)
option(BUILD_SHARED_LIBS "Build mlx as a shared library" OFF)
if(NOT MLX_VERSION)
set(MLX_VERSION 0.14.1)
endif()
# --------------------- Processor tests -------------------------
message(STATUS "Building MLX for ${CMAKE_SYSTEM_PROCESSOR} processor on ${CMAKE_SYSTEM_NAME}")
set(MLX_BUILD_ARM OFF)
if (${CMAKE_SYSTEM_NAME} MATCHES "Darwin")
if(${CMAKE_SYSTEM_PROCESSOR} MATCHES "x86_64")
if(NOT MLX_ENABLE_X64_MAC)
message(FATAL_ERROR
"Building for x86_64 on macOS is not supported."
" If you are on an Apple silicon system, check the build"
" documentation for possible fixes: "
"https://ml-explore.github.io/mlx/build/html/install.html#build-from-source")
else()
message(WARNING "Building for x86_64 arch is not officially supported.")
endif()
set(MLX_BUILD_METAL OFF)
elseif(${CMAKE_SYSTEM_PROCESSOR} MATCHES "arm64")
set(MLX_BUILD_ARM ON)
endif()
else()
message(WARNING "MLX is prioritised for Apple silicon systems using macOS.")
endif()
# ----------------------------- Lib -----------------------------
include(FetchContent)
# Avoid warning about DOWNLOAD_EXTRACT_TIMESTAMP in CMake 3.24:
cmake_policy(SET CMP0135 NEW)
add_library(mlx)
if (MLX_BUILD_METAL)
find_library(METAL_LIB Metal)
find_library(FOUNDATION_LIB Foundation)
find_library(QUARTZ_LIB QuartzCore)
endif()
if (MLX_BUILD_METAL AND NOT METAL_LIB)
message(STATUS "Metal not found. Unable to build GPU")
set(MLX_BUILD_METAL OFF)
set(MLX_METAL_DEBUG OFF)
elseif (MLX_BUILD_METAL)
message(STATUS "Building METAL sources")
if (MLX_METAL_DEBUG)
add_compile_definitions(MLX_METAL_DEBUG)
endif()
# Throw an error if xcrun not found
execute_process(COMMAND zsh "-c" "/usr/bin/xcrun -sdk macosx --show-sdk-version"
OUTPUT_VARIABLE MACOS_VERSION
COMMAND_ERROR_IS_FATAL ANY)
message(STATUS "Building with SDK for macOS version ${MACOS_VERSION}")
if (${MACOS_VERSION} GREATER_EQUAL 14.2)
set(METAL_CPP_PATCH ${CMAKE_CURRENT_SOURCE_DIR}/cmake/metal.14.2.diff)
set(METAL_CPP_URL https://developer.apple.com/metal/cpp/files/metal-cpp_macOS14.2_iOS17.2.zip)
set(MLX_METAL_VERSION METAL_3_1)
elseif (${MACOS_VERSION} GREATER_EQUAL 14.0)
set(METAL_CPP_PATCH ${CMAKE_CURRENT_SOURCE_DIR}/cmake/metal.14.0.diff)
set(METAL_CPP_URL https://developer.apple.com/metal/cpp/files/metal-cpp_macOS14_iOS17-beta.zip)
set(MLX_METAL_VERSION METAL_3_0)
else()
message(FATAL_ERROR "MLX requires macOS SDK >= 14.0 to be built with MLX_BUILD_METAL=ON" )
endif()
FetchContent_Declare(
metal_cpp
URL ${METAL_CPP_URL}
PATCH_COMMAND /usr/bin/patch -N -i ${METAL_CPP_PATCH} || true
)
FetchContent_MakeAvailable(metal_cpp)
target_include_directories(
mlx PUBLIC
$<BUILD_INTERFACE:${metal_cpp_SOURCE_DIR}>
$<INSTALL_INTERFACE:include/metal_cpp>
)
target_link_libraries(
mlx PUBLIC
${METAL_LIB}
${FOUNDATION_LIB}
${QUARTZ_LIB})
add_compile_definitions(${MLX_METAL_VERSION})
endif()
if (MLX_BUILD_CPU)
find_library(ACCELERATE_LIBRARY Accelerate)
if (MLX_BUILD_ARM AND ACCELERATE_LIBRARY)
message(STATUS "Accelerate found ${ACCELERATE_LIBRARY}")
set(MLX_BUILD_ACCELERATE ON)
target_link_libraries(mlx PUBLIC ${ACCELERATE_LIBRARY})
add_compile_definitions(ACCELERATE_NEW_LAPACK)
else()
message(STATUS "Accelerate or arm neon not found, using default backend.")
set(MLX_BUILD_ACCELERATE OFF)
if(${CMAKE_HOST_APPLE})
# The blas shipped in macOS SDK is not supported, search homebrew for
# openblas instead.
set(BLA_VENDOR OpenBLAS)
set(LAPACK_ROOT "${LAPACK_ROOT};$ENV{LAPACK_ROOT};/usr/local/opt/openblas")
endif()
# Search and link with lapack.
find_package(LAPACK REQUIRED)
if (NOT LAPACK_FOUND)
message(FATAL_ERROR "Must have LAPACK installed")
endif()
find_path(LAPACK_INCLUDE_DIRS lapacke.h
/usr/include
/usr/local/include
/usr/local/opt/openblas/include)
message(STATUS "Lapack lib " ${LAPACK_LIBRARIES})
message(STATUS "Lapack include " ${LAPACK_INCLUDE_DIRS})
target_include_directories(mlx PRIVATE ${LAPACK_INCLUDE_DIRS})
target_link_libraries(mlx PUBLIC ${LAPACK_LIBRARIES})
# List blas after lapack otherwise we may accidentally incldue an old version
# of lapack.h from the include dirs of blas.
find_package(BLAS REQUIRED)
if (NOT BLAS_FOUND)
message(FATAL_ERROR "Must have BLAS installed")
endif()
# TODO find a cleaner way to do this
find_path(BLAS_INCLUDE_DIRS cblas.h
/usr/include
/usr/local/include
$ENV{BLAS_HOME}/include)
message(STATUS "Blas lib " ${BLAS_LIBRARIES})
message(STATUS "Blas include " ${BLAS_INCLUDE_DIRS})
target_include_directories(mlx PRIVATE ${BLAS_INCLUDE_DIRS})
target_link_libraries(mlx PUBLIC ${BLAS_LIBRARIES})
endif()
else()
set(MLX_BUILD_ACCELERATE OFF)
endif()
find_package(MPI)
if (MPI_FOUND)
target_include_directories(mlx PRIVATE ${MPI_INCLUDE_PATH})
endif()
add_subdirectory(${CMAKE_CURRENT_LIST_DIR}/mlx)
target_include_directories(
mlx
PUBLIC
$<BUILD_INTERFACE:${CMAKE_CURRENT_LIST_DIR}>
$<INSTALL_INTERFACE:include>
)
FetchContent_Declare(fmt
GIT_REPOSITORY https://github.com/fmtlib/fmt.git
GIT_TAG 10.2.1
EXCLUDE_FROM_ALL
)
FetchContent_MakeAvailable(fmt)
target_link_libraries(mlx PRIVATE fmt::fmt-header-only)
if (MLX_BUILD_PYTHON_BINDINGS)
message(STATUS "Building Python bindings.")
find_package(Python 3.8 COMPONENTS Interpreter Development.Module REQUIRED)
execute_process(
COMMAND "${Python_EXECUTABLE}" -m nanobind --cmake_dir
OUTPUT_STRIP_TRAILING_WHITESPACE OUTPUT_VARIABLE NB_DIR)
list(APPEND CMAKE_PREFIX_PATH "${NB_DIR}")
find_package(nanobind CONFIG REQUIRED)
add_subdirectory(${CMAKE_CURRENT_LIST_DIR}/python/src)
endif()
if (MLX_BUILD_TESTS)
include(CTest)
add_subdirectory(${CMAKE_CURRENT_LIST_DIR}/tests)
endif()
if (MLX_BUILD_EXAMPLES)
add_subdirectory(${CMAKE_CURRENT_LIST_DIR}/examples/cpp)
endif()
if (MLX_BUILD_BENCHMARKS)
add_subdirectory(${CMAKE_CURRENT_LIST_DIR}/benchmarks/cpp)
endif()
# ----------------------------- Installation -----------------------------
include(GNUInstallDirs)
# Install library
install(
TARGETS mlx
EXPORT MLXTargets
LIBRARY DESTINATION ${CMAKE_INSTALL_LIBDIR}
ARCHIVE DESTINATION ${CMAKE_INSTALL_LIBDIR}
RUNTIME DESTINATION ${CMAKE_INSTALL_BINDIR}
INCLUDES DESTINATION ${CMAKE_INSTALL_INCLUDEDIR}
)
# Install headers
install(
DIRECTORY ${CMAKE_CURRENT_LIST_DIR}/mlx
DESTINATION ${CMAKE_INSTALL_INCLUDEDIR}
COMPONENT headers
FILES_MATCHING PATTERN "*.h"
)
# Install metal dependencies
if (MLX_BUILD_METAL)
# Install metal cpp
install(
DIRECTORY ${metal_cpp_SOURCE_DIR}/
DESTINATION ${CMAKE_INSTALL_INCLUDEDIR}/metal_cpp
COMPONENT metal_cpp_source
)
endif()
# Install cmake config
set(MLX_CMAKE_BUILD_CONFIG ${CMAKE_BINARY_DIR}/MLXConfig.cmake)
set(MLX_CMAKE_BUILD_VERSION_CONFIG ${CMAKE_BINARY_DIR}/MLXConfigVersion.cmake)
set(MLX_CMAKE_INSTALL_MODULE_DIR share/cmake/MLX)
install(
EXPORT MLXTargets
FILE MLXTargets.cmake
DESTINATION ${MLX_CMAKE_INSTALL_MODULE_DIR}
)
include(CMakePackageConfigHelpers)
write_basic_package_version_file(
${MLX_CMAKE_BUILD_VERSION_CONFIG}
COMPATIBILITY SameMajorVersion
VERSION ${MLX_VERSION}
)
configure_package_config_file(
${CMAKE_CURRENT_LIST_DIR}/mlx.pc.in
${MLX_CMAKE_BUILD_CONFIG}
INSTALL_DESTINATION ${MLX_CMAKE_INSTALL_MODULE_DIR}
NO_CHECK_REQUIRED_COMPONENTS_MACRO
PATH_VARS CMAKE_INSTALL_LIBDIR CMAKE_INSTALL_INCLUDEDIR MLX_CMAKE_INSTALL_MODULE_DIR
)
install(
FILES ${MLX_CMAKE_BUILD_CONFIG} ${MLX_CMAKE_BUILD_VERSION_CONFIG}
DESTINATION ${MLX_CMAKE_INSTALL_MODULE_DIR}
)
install(
DIRECTORY ${CMAKE_MODULE_PATH}/
DESTINATION ${MLX_CMAKE_INSTALL_MODULE_DIR}
)