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CMakeLists.txt
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CMakeLists.txt
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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 0.16.3)
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)
if (${MACOS_VERSION} LESS 14.0)
message(FATAL_ERROR "MLX requires macOS SDK >= 14.0 to be built with MLX_BUILD_METAL=ON" )
endif()
message(STATUS "Building with SDK for macOS version ${MACOS_VERSION}")
set(METAL_CPP_URL https://developer.apple.com/metal/cpp/files/metal-cpp_macOS15_iOS18-beta.zip)
# Get the metal version
execute_process(
COMMAND zsh "-c" "echo \"__METAL_VERSION__\" | xcrun -sdk macosx metal -E -x metal -P - | tail -1 | tr -d '\n'"
OUTPUT_VARIABLE MLX_METAL_VERSION
COMMAND_ERROR_IS_FATAL ANY)
FetchContent_Declare(
metal_cpp
URL ${METAL_CPP_URL}
)
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}
${QUARTZ_LIB})
add_compile_definitions("MLX_METAL_VERSION=${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 ${BLAS_LIBRARIES})
endif()
else()
set(MLX_BUILD_ACCELERATE OFF)
endif()
find_package(MPI)
if (MPI_FOUND)
execute_process(
COMMAND zsh "-c" "mpirun --version"
OUTPUT_VARIABLE MPI_VERSION
ERROR_QUIET
)
if (${MPI_VERSION} MATCHES ".*Open MPI.*")
target_include_directories(mlx PRIVATE ${MPI_INCLUDE_PATH})
elseif (MPI_VERSION STREQUAL "")
set(MPI_FOUND FALSE)
message(
WARNING
"MPI found but mpirun is not available. Building without MPI."
)
else()
set(MPI_FOUND FALSE)
message(
WARNING
"MPI which is not OpenMPI found. Building without MPI."
)
endif()
endif()
add_subdirectory(${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}
)