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CMakeLists.txt 7.41 KB
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# This CMake config hopefully makes it easier to compile.
# Ensure the CUDA Toolkit is available on your path. Then run:
#   For  GCC: `cmake -B build . && cmake --build build`
#   For MSVC: `cmake -B build . && cmake --build build --config Release`
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# You can also use the following options and variables
#  - COMPUTE_BACKEND: Set to `cpu`, `cuda`, or `mps` to select the backend
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#  - NO_CUBLASLT: Default OFF, will skip building/linking CUBLASLT support
#  - CUDA_VERSION: The expected CUDA version, for sanity checking. The actual version
#                  is whatever CMake finds on your path.
#  - COMPUTE_CAPABILITY: Which GPU Arch/Compute codes to provide to NVCC.
#                        Separate by semicolons, i.e. `-DCOMPUTE_CAPABILITY=89;90`
#                        Check your compute capability here: https://developer.nvidia.com/cuda-gpus
#  - PTXAS_VERBOSE: Pass the `-v` option to the PTX Assembler
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cmake_minimum_required(VERSION 3.22.1)
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project(bitsandbytes LANGUAGES CXX)
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# Define included source files
set(CPP_FILES csrc/common.cpp csrc/cpu_ops.cpp csrc/pythonInterface.cpp)
set(CUDA_FILES csrc/ops.cu csrc/kernels.cu)
set(MPS_FILES csrc/mps_ops.mm)
set(METAL_FILES csrc/mps_kernels.metal)
# C++ sources are always included
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list(APPEND SRC_FILES ${CPP_FILES})

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set(COMPUTE_BACKEND "cpu" CACHE STRING "The compute backend to use (cpu, cuda, mps)")
set_property(CACHE COMPUTE_BACKEND PROPERTY STRINGS cpu cuda mps)
option(PTXAS_VERBOSE "Pass through -v flag to PTX Assembler" OFF)

if(APPLE)
  set(CMAKE_OSX_DEPLOYMENT_TARGET 13.1)
endif()
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set(BNB_OUTPUT_NAME "bitsandbytes")

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message(STATUS "Building with backend ${COMPUTE_BACKEND}")

if(${COMPUTE_BACKEND} STREQUAL "cuda")
    if(APPLE)
        message(FATAL_ERROR "CUDA is not supported on macOS" )
    endif()
    option(NO_CUBLASLT "Disable CUBLAS" OFF)
    set(BUILD_CUDA ON)
    set(BUILD_MPS OFF)
    message(STATUS "NO_CUBLASLT := ${NO_CUBLASLT}")
elseif(${COMPUTE_BACKEND} STREQUAL "mps")
    if(NOT APPLE)
        message(FATAL_ERROR "MPS is only supported on macOS" )
    endif()
    set(BUILD_CUDA OFF)
    set(BUILD_MPS ON)
else()
    set(BUILD_CUDA OFF)
    set(BUILD_MPS OFF)
endif()


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if(BUILD_CUDA)
    enable_language(CUDA) # This will fail if CUDA is not found
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    find_package(CUDAToolkit REQUIRED)
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    # Convert the CUDA version from X.Y.z to XY. There's probably a shorter way of doing this
    string(REGEX MATCH "^[0-9]+.[0-9]+" _CUDA_VERSION_FIRST_TWO "${CMAKE_CUDA_COMPILER_VERSION}")
    string(REPLACE "." "" CUDA_VERSION_SHORT "${_CUDA_VERSION_FIRST_TWO}")

    # Expose a cache variable that the user can set to ensure the correct version of CUDA is found
    set(CUDA_VERSION "${CUDA_VERSION_SHORT}" CACHE STRING "Expected CUDA Version Shortcode")

    message(STATUS "CUDA Version: ${CUDA_VERSION_SHORT} (${CMAKE_CUDA_COMPILER_VERSION})")
    message(STATUS "CUDA Compiler: ${CMAKE_CUDA_COMPILER}")

    # It should match the discovered version
    if(NOT CUDA_VERSION STREQUAL "${CUDA_VERSION_SHORT}")
        message(FATAL_ERROR "You've specified CUDA version ${CUDA_VERSION} however the CUDA compiler found is ${CUDA_VERSION_SHORT}."
            " Ensure the desired CUDA compiler is the first one available on your PATH."
        )
    endif()

    if(CMAKE_CUDA_COMPILER_VERSION VERSION_LESS "11.0")
        message(FATAL_ERROR "CUDA Version < 11 is not supported")
    elseif(CMAKE_CUDA_COMPILER_VERSION VERSION_GREATER_EQUAL "13.0")
        message(FATAL_ERROR "CUDA Version > 12 is not supported")
    endif()

    string(APPEND CMAKE_CUDA_FLAGS " --use_fast_math")
    if(PTXAS_VERBOSE)
        # Verbose? Outputs register usage information, and other things...
        string(APPEND CMAKE_CUDA_FLAGS " -Xptxas=-v")
    endif()

    foreach(capability ${CMAKE_CUDA_ARCHITECTURES_ALL})
        # Most of the items here are like: `xx-real`, so we just extract the `xx` portion
        string(REGEX MATCH "[0-9]+" capability_id "${capability}")
        if(capability_id GREATER 0)
            list(APPEND POSSIBLE_CAPABILITIES ${capability_id})
        endif()
    endforeach()

    # This can be changed via -D argument to CMake
    # By default all possible capabilities are compiled
    set(COMPUTE_CAPABILITY "${POSSIBLE_CAPABILITIES}" CACHE STRING "Compute Capabilities Targeted")

    message(STATUS "CUDA Capabilities Available: ${POSSIBLE_CAPABILITIES}")
    message(STATUS "CUDA Capabilities  Selected: ${COMPUTE_CAPABILITY}")

    foreach(capability ${COMPUTE_CAPABILITY})
        string(APPEND CMAKE_CUDA_FLAGS " -gencode arch=compute_${capability},code=sm_${capability}")
    endforeach()

    message(STATUS "CUDA NVCC Flags: ${CMAKE_CUDA_FLAGS}")

    list(APPEND SRC_FILES ${CUDA_FILES})

    string(APPEND BNB_OUTPUT_NAME "_cuda${CUDA_VERSION_SHORT}")
    if(NO_CUBLASLT)
        string(APPEND BNB_OUTPUT_NAME "_nocublaslt")
    endif()
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    add_compile_definitions(BUILD_CUDA)
elseif(BUILD_MPS)
    if(NOT APPLE)
        message(FATAL_ERROR "MPS is only supported on macOS" )
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    endif()
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    enable_language(OBJCXX)

    list(APPEND SRC_FILES ${MPS_FILES})

    string(APPEND BNB_OUTPUT_NAME "_mps")
    add_compile_definitions(BUILD_MPS)
    file(MAKE_DIRECTORY "build")
    add_custom_command(OUTPUT "bitsandbytes/bitsandbytes.metallib"
                COMMAND xcrun metal -c -o "build/bitsandbytes.air" ${METAL_FILES}
                COMMAND xcrun metallib "build/bitsandbytes.air" -o "bitsandbytes/bitsandbytes.metallib"
                DEPENDS "${METAL_FILES}"
                COMMENT "Compiling Metal kernels"
                VERBATIM)
    add_custom_target(metallib DEPENDS "bitsandbytes/bitsandbytes.metallib")
else()
    set(LIBSUFFIX "cpu")
    set(GPU_SOURCES)
endif()


if(WIN32)
    # Export all symbols
    set(CMAKE_WINDOWS_EXPORT_ALL_SYMBOLS ON)
endif()

# Weird MSVC hacks
if(MSVC)
    set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} /arch:AVX2 /fp:fast")
    set(CMAKE_CXX_FLAGS_RELEASE "${CMAKE_CXX_FLAGS_RELEASE} /arch:AVX2 /fp:fast")
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endif()

set_source_files_properties(${CPP_FILES} PROPERTIES LANGUAGE CXX)
add_library(bitsandbytes SHARED ${SRC_FILES})
target_compile_features(bitsandbytes PUBLIC cxx_std_14)
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target_include_directories(bitsandbytes PUBLIC csrc include)
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if(BUILD_CUDA)
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    target_include_directories(bitsandbytes PUBLIC ${CMAKE_CUDA_TOOLKIT_INCLUDE_DIRECTORIES})
    target_link_libraries(bitsandbytes PUBLIC CUDA::cudart CUDA::cublas CUDA::cusparse)
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    if(NO_CUBLASLT)
        target_compile_definitions(bitsandbytes PUBLIC NO_CUBLASLT)
    else()
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        target_link_libraries(bitsandbytes PUBLIC CUDA::cublasLt)
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    endif()

    set_target_properties(bitsandbytes
        PROPERTIES
            CUDA_SEPARABLE_COMPILATION ON
    )
endif()
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if(BUILD_MPS)
    add_dependencies(bitsandbytes metallib)
    target_link_libraries(bitsandbytes objc "-framework Foundation" "-framework Metal" "-framework MetalPerformanceShaders" "-framework MetalPerformanceShadersGraph")
endif()
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if(WIN32)
    set_target_properties(bitsandbytes PROPERTIES PREFIX "lib")
endif()
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set_target_properties(bitsandbytes PROPERTIES OUTPUT_NAME ${BNB_OUTPUT_NAME})
if(MSVC)
    set_target_properties(bitsandbytes PROPERTIES LIBRARY_OUTPUT_DIRECTORY_RELEASE bitsandbytes)
    set_target_properties(bitsandbytes PROPERTIES LIBRARY_OUTPUT_DIRECTORY_DEBUG bitsandbytes)
    set_target_properties(bitsandbytes PROPERTIES RUNTIME_OUTPUT_DIRECTORY_RELEASE bitsandbytes)
    set_target_properties(bitsandbytes PROPERTIES RUNTIME_OUTPUT_DIRECTORY_DEBUG bitsandbytes)
endif()
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set_target_properties(bitsandbytes PROPERTIES LIBRARY_OUTPUT_DIRECTORY bitsandbytes)