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CMakeLists.txt
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CMakeLists.txt
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cmake_minimum_required(VERSION 3.5 FATAL_ERROR)
list(APPEND CMAKE_MODULE_PATH "${CMAKE_CURRENT_SOURCE_DIR}/cmake/modules")
#install libraries into correct locations on all platforms
include(GNUInstallDirs)
project(fbgemm VERSION 0.1 LANGUAGES CXX C)
set(FBGEMM_LIBRARY_TYPE "default" CACHE STRING
"Type of library (shared, static, or default) to build")
set_property(CACHE FBGEMM_LIBRARY_TYPE PROPERTY STRINGS default static shared)
option(FBGEMM_BUILD_TESTS "Build fbgemm unit tests" ON)
option(FBGEMM_BUILD_BENCHMARKS "Build fbgemm benchmarks" ON)
if(FBGEMM_BUILD_TESTS)
enable_testing()
endif()
set(FBGEMM_SOURCE_DIR ${CMAKE_CURRENT_SOURCE_DIR})
set(FBGEMM_BINARY_DIR ${CMAKE_CURRENT_BINARY_DIR})
set(FBGEMM_THIRDPARTY_DIR ${FBGEMM_BINARY_DIR}/third_party)
set(CMAKE_EXPORT_COMPILE_COMMANDS ON)
#add address sanitizer
set(USE_SANITIZER "" CACHE string "options include address, leak, ...")
#All the source files that either use avx2 instructions statically or JIT
#avx2/avx512 instructions.
set(FBGEMM_GENERIC_SRCS src/EmbeddingSpMDM.cc
src/EmbeddingSpMDMNBit.cc
src/ExecuteKernel.cc
src/ExecuteKernelU8S8.cc
src/Fbgemm.cc
src/FbgemmBfloat16Convert.cc
src/FbgemmConv.cc
src/FbgemmFP16.cc
src/FbgemmFloat16Convert.cc
src/FbgemmI64.cc
src/FbgemmI8Spmdm.cc
src/FbgemmSpConv.cc
src/FbgemmSpMM.cc
src/GenerateKernelU8S8S32ACC16.cc
src/GenerateKernelU8S8S32ACC16Avx512.cc
src/GenerateKernelU8S8S32ACC16Avx512VNNI.cc
src/GenerateKernelU8S8S32ACC32.cc
src/GenerateKernelU8S8S32ACC32Avx512.cc
src/GenerateKernelU8S8S32ACC32Avx512VNNI.cc
src/GroupwiseConvAcc32Avx2.cc
src/PackAMatrix.cc
src/PackAWithIm2Col.cc
src/PackBMatrix.cc
src/PackMatrix.cc
src/PackAWithQuantRowOffset.cc
src/PackAWithRowOffset.cc
src/PackWeightMatrixForGConv.cc
src/PackWeightsForConv.cc
src/QuantUtils.cc
src/RefImplementations.cc
src/RowWiseSparseAdagradFused.cc
src/SparseAdagrad.cc
src/Utils.cc)
#check if compiler supports avx512
include(CheckCXXCompilerFlag)
if(MSVC)
CHECK_CXX_COMPILER_FLAG(/arch:AVX512 COMPILER_SUPPORTS_AVX512)
else(MSVC)
CHECK_CXX_COMPILER_FLAG(-mavx512f COMPILER_SUPPORTS_AVX512)
endif(MSVC)
if(NOT COMPILER_SUPPORTS_AVX512)
message(FATAL_ERROR "A compiler with AVX512 support is required.")
endif()
#We should default to a Release build
if (NOT CMAKE_BUILD_TYPE OR CMAKE_BUILD_TYPE STREQUAL "")
set(CMAKE_BUILD_TYPE "Release" CACHE STRING "" FORCE)
endif()
#check if compiler supports openmp
find_package(OpenMP)
if (OpenMP_FOUND)
message(WARNING "OpenMP found! OpenMP_C_INCLUDE_DIRS = ${OpenMP_C_INCLUDE_DIRS}")
include_directories(${OpenMP_C_INCLUDE_DIRS})
set (CMAKE_C_FLAGS "${CMAKE_C_FLAGS} ${OpenMP_C_FLAGS}")
set (CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${OpenMP_CXX_FLAGS}")
set (CMAKE_EXE_LINKER_FLAGS "${CMAKE_EXE_LINKER_FLAGS} ${OpenMP_EXE_LINKER_FLAGS}")
else()
message(WARNING "OpenMP is not supported by the compiler")
endif()
#All the source files that either use avx2 instructions statically
set(FBGEMM_AVX2_SRCS
src/EmbeddingSpMDMAvx2.cc
src/FbgemmBfloat16ConvertAvx2.cc
src/FbgemmFloat16ConvertAvx2.cc
src/FbgemmI8Depthwise3DAvx2.cc
src/FbgemmI8Depthwise3x3Avx2.cc
src/FbgemmI8DepthwiseAvx2.cc
src/FbgemmI8DepthwisePerChannelQuantAvx2.cc
src/OptimizedKernelsAvx2.cc
src/PackDepthwiseConvMatrixAvx2.cc
src/QuantUtilsAvx2.cc
src/UtilsAvx2.cc)
#All the source files that use avx512 instructions statically
set(FBGEMM_AVX512_SRCS
src/FbgemmBfloat16ConvertAvx512.cc
src/FbgemmFloat16ConvertAvx512.cc
src/UtilsAvx512.cc)
#FP16 kernels contain inline assembly and inline assembly syntax
#for MSVC is different. Also, MSVC doesn't support inline assembly
#for x64 builds. We fallback to default slower kernel for MSVC builds
#for now.
if(MSVC)
list(APPEND FBGEMM_AVX2_SRCS
src/FbgemmFP16UKernelsIntrinsicAvx2.cc)
list(APPEND FBGEMM_AVX512_SRCS
src/FbgemmFP16UKernelsIntrinsicAvx512.cc
src/FbgemmFP16UKernelsIntrinsicAvx512_256.cc)
else()
list(APPEND FBGEMM_AVX2_SRCS
src/FbgemmFP16UKernelsAvx2.cc)
list(APPEND FBGEMM_AVX512_SRCS
src/FbgemmFP16UKernelsAvx512.cc
src/FbgemmFP16UKernelsAvx512_256.cc)
endif()
set(FBGEMM_PUBLIC_HEADERS include/fbgemm/Fbgemm.h
include/fbgemm/FbgemmBuild.h
include/fbgemm/FbgemmFP16.h
include/fbgemm/FbgemmI8DepthwiseAvx2.h
include/fbgemm/OutputProcessing-inl.h
include/fbgemm/PackingTraits-inl.h
include/fbgemm/QuantUtils.h
include/fbgemm/QuantUtilsAvx2.h
include/fbgemm/Utils.h
include/fbgemm/UtilsAvx2.h
include/fbgemm/ConvUtils.h
include/fbgemm/Types.h
include/fbgemm/FbgemmI8Spmdm.h)
add_library(fbgemm_generic OBJECT ${FBGEMM_GENERIC_SRCS})
add_library(fbgemm_avx2 OBJECT ${FBGEMM_AVX2_SRCS})
add_library(fbgemm_avx512 OBJECT ${FBGEMM_AVX512_SRCS})
set_target_properties(fbgemm_generic fbgemm_avx2 fbgemm_avx512 PROPERTIES
CXX_STANDARD 11
CXX_STANDARD_REQUIRED YES
CXX_EXTENSIONS NO
CXX_VISIBILITY_PRESET hidden)
#On Windows:
#1) Adding definition of ASMJIT_STATIC to avoid generating asmjit function
#calls with _dllimport attribute
#2) MSVC uses /MD in default cxx compiling flags,
#need to change it to /MT in static case
if(MSVC)
if(FBGEMM_LIBRARY_TYPE STREQUAL "static")
target_compile_definitions(fbgemm_generic PRIVATE ASMJIT_STATIC)
target_compile_definitions(fbgemm_avx2 PRIVATE ASMJIT_STATIC)
target_compile_definitions(fbgemm_avx512 PRIVATE ASMJIT_STATIC)
foreach(flag_var
CMAKE_CXX_FLAGS CMAKE_CXX_FLAGS_DEBUG CMAKE_CXX_FLAGS_RELEASE
CMAKE_CXX_FLAGS_MINSIZEREL CMAKE_CXX_FLAGS_RELWITHDEBINFO)
if(${flag_var} MATCHES "/MD")
string(REGEX REPLACE "/MD" "/MT" ${flag_var} "${${flag_var}}")
endif(${flag_var} MATCHES "/MD")
endforeach(flag_var)
endif()
target_compile_options(fbgemm_avx2 PRIVATE "/arch:AVX2")
target_compile_options(fbgemm_avx512 PRIVATE "/arch:AVX512")
else(MSVC)
target_compile_options(fbgemm_avx2 PRIVATE
"-m64" "-mavx2" "-mf16c" "-mfma" "-masm=intel")
target_compile_options(fbgemm_avx512 PRIVATE
"-m64" "-mavx2" "-mfma" "-mavx512f" "-mavx512bw" "-mavx512dq"
"-mavx512vl" "-masm=intel")
endif(MSVC)
if(USE_SANITIZER)
if (USE_SANITIZER MATCHES "([Aa]ddress)")
target_compile_options(fbgemm_generic PRIVATE
"-fsanitize=address" "-fno-omit-frame-pointer")
target_compile_options(fbgemm_avx2 PRIVATE
"-fsanitize=address" "-fno-omit-frame-pointer")
target_compile_options(fbgemm_avx512 PRIVATE
"-fsanitize=address" "-fno-omit-frame-pointer")
elseif (USE_SANITIZER MATCHES "([Ll]eak)")
target_compile_options(fbgemm_generic PRIVATE
"-fsanitize=leak" "-fno-omit-frame-pointer")
target_compile_options(fbgemm_avx2 PRIVATE
"-fsanitize=leak" "-fno-omit-frame-pointer")
target_compile_options(fbgemm_avx512 PRIVATE
"-fsanitize=leak" "-fno-omit-frame-pointer")
else()
message(FATAL_ERROR "USE_SANITIZER = ${USE_SANITIZER}: not supported!")
endif()
endif()
message(WARNING "==========")
message(WARNING "CMAKE_BUILD_TYPE = ${CMAKE_BUILD_TYPE}")
message(WARNING "CMAKE_CXX_FLAGS_DEBUG is ${CMAKE_CXX_FLAGS_DEBUG}")
message(WARNING "CMAKE_CXX_FLAGS_RELEASE is ${CMAKE_CXX_FLAGS_RELEASE}")
message(WARNING "==========")
if(NOT TARGET asmjit)
#Download asmjit from github if ASMJIT_SRC_DIR is not specified.
if(NOT DEFINED ASMJIT_SRC_DIR)
set(ASMJIT_SRC_DIR "${FBGEMM_SOURCE_DIR}/third_party/asmjit"
CACHE STRING "asmjit source directory from submodules")
endif()
#build asmjit
#For MSVC shared build, asmjit needs to be shared also.
if (MSVC AND (FBGEMM_LIBRARY_TYPE STREQUAL "shared"))
set(ASMJIT_STATIC OFF)
else()
set(ASMJIT_STATIC ON)
endif()
add_subdirectory("${ASMJIT_SRC_DIR}" "${FBGEMM_BINARY_DIR}/asmjit")
set_property(TARGET asmjit PROPERTY POSITION_INDEPENDENT_CODE ON)
endif()
if(NOT TARGET cpuinfo)
#Download cpuinfo from github if CPUINFO_SOURCE_DIR is not specified.
if(NOT DEFINED CPUINFO_SOURCE_DIR)
set(CPUINFO_SOURCE_DIR "${FBGEMM_SOURCE_DIR}/third_party/cpuinfo"
CACHE STRING "cpuinfo source directory from submodules")
endif()
#build cpuinfo
set(CPUINFO_BUILD_UNIT_TESTS OFF CACHE BOOL "Do not build cpuinfo unit tests")
set(CPUINFO_BUILD_MOCK_TESTS OFF CACHE BOOL "Do not build cpuinfo mock tests")
set(CPUINFO_BUILD_BENCHMARKS OFF CACHE BOOL "Do not build cpuinfo benchmarks")
set(CPUINFO_LIBRARY_TYPE static CACHE string "Set lib type to static")
#Select static runtime, needed for static build for MSVC
set(CPUINFO_RUNTIME_TYPE static CACHE string "Set runtime to static")
add_subdirectory("${CPUINFO_SOURCE_DIR}" "${FBGEMM_BINARY_DIR}/cpuinfo")
set_property(TARGET cpuinfo PROPERTY POSITION_INDEPENDENT_CODE ON)
endif()
target_include_directories(fbgemm_generic BEFORE
PUBLIC $<BUILD_INTERFACE:${FBGEMM_SOURCE_DIR}>
PUBLIC $<BUILD_INTERFACE:${FBGEMM_SOURCE_DIR}/include>
PRIVATE "${ASMJIT_SRC_DIR}/src"
PRIVATE "${CPUINFO_SOURCE_DIR}/include")
target_include_directories(fbgemm_avx2 BEFORE
PUBLIC $<BUILD_INTERFACE:${FBGEMM_SOURCE_DIR}>
PUBLIC $<BUILD_INTERFACE:${FBGEMM_SOURCE_DIR}/include>
PRIVATE "${ASMJIT_SRC_DIR}/src"
PRIVATE "${CPUINFO_SOURCE_DIR}/include")
target_include_directories(fbgemm_avx512 BEFORE
PUBLIC $<BUILD_INTERFACE:${FBGEMM_SOURCE_DIR}>
PUBLIC $<BUILD_INTERFACE:${FBGEMM_SOURCE_DIR}/include>
PRIVATE "${ASMJIT_SRC_DIR}/src"
PRIVATE "${CPUINFO_SOURCE_DIR}/include")
if(FBGEMM_LIBRARY_TYPE STREQUAL "default")
add_library(fbgemm
$<TARGET_OBJECTS:fbgemm_generic>
$<TARGET_OBJECTS:fbgemm_avx2>
$<TARGET_OBJECTS:fbgemm_avx512>)
elseif(FBGEMM_LIBRARY_TYPE STREQUAL "shared")
add_library(fbgemm SHARED
$<TARGET_OBJECTS:fbgemm_generic>
$<TARGET_OBJECTS:fbgemm_avx2>
$<TARGET_OBJECTS:fbgemm_avx512>)
set_property(TARGET fbgemm_generic PROPERTY POSITION_INDEPENDENT_CODE ON)
set_property(TARGET fbgemm_avx2 PROPERTY POSITION_INDEPENDENT_CODE ON)
set_property(TARGET fbgemm_avx512 PROPERTY POSITION_INDEPENDENT_CODE ON)
set_target_properties(fbgemm PROPERTIES
CXX_VISIBILITY_PRESET hidden)
elseif(FBGEMM_LIBRARY_TYPE STREQUAL "static")
add_library(fbgemm STATIC
$<TARGET_OBJECTS:fbgemm_generic>
$<TARGET_OBJECTS:fbgemm_avx2>
$<TARGET_OBJECTS:fbgemm_avx512>)
#MSVC need to define FBGEMM_STATIC for fbgemm_generic also to
#avoid generating _dllimport functions.
target_compile_definitions(fbgemm_generic PRIVATE FBGEMM_STATIC)
target_compile_definitions(fbgemm_avx2 PRIVATE FBGEMM_STATIC)
target_compile_definitions(fbgemm_avx512 PRIVATE FBGEMM_STATIC)
target_compile_definitions(fbgemm PRIVATE FBGEMM_STATIC)
else()
message(FATAL_ERROR "Unsupported library type ${FBGEMM_LIBRARY_TYPE}")
endif()
if(USE_SANITIZER)
target_link_options(fbgemm PRIVATE
"-fsanitize=address" "-fno-omit-frame-pointer")
endif()
target_include_directories(fbgemm BEFORE
PUBLIC $<BUILD_INTERFACE:${FBGEMM_SOURCE_DIR}>
PUBLIC $<BUILD_INTERFACE:${FBGEMM_SOURCE_DIR}/include>)
target_link_libraries(fbgemm $<BUILD_INTERFACE:asmjit>
$<BUILD_INTERFACE:cpuinfo>)
add_dependencies(fbgemm asmjit cpuinfo)
install(TARGETS fbgemm EXPORT fbgemmLibraryConfig
ARCHIVE DESTINATION ${CMAKE_INSTALL_LIBDIR}
LIBRARY DESTINATION ${CMAKE_INSTALL_LIBDIR}
RUNTIME DESTINATION ${CMAKE_INSTALL_BINDIR}) #For windows
install(FILES ${FBGEMM_PUBLIC_HEADERS}
DESTINATION "${CMAKE_INSTALL_INCLUDEDIR}/fbgemm")
install(EXPORT fbgemmLibraryConfig DESTINATION share/cmake/fbgemm
FILE fbgemmLibraryConfig.cmake)
if(MSVC)
if(FBGEMM_LIBRARY_TYPE STREQUAL "shared")
install(
FILES $<TARGET_PDB_FILE:fbgemm> $<TARGET_PDB_FILE:asmjit>
DESTINATION ${CMAKE_INSTALL_LIBDIR} OPTIONAL)
endif()
install(TARGETS fbgemm DESTINATION ${CMAKE_INSTALL_LIBDIR})
install(TARGETS asmjit DESTINATION ${CMAKE_INSTALL_LIBDIR})
endif()
#Make project importable from the build directory
#export(TARGETS fbgemm asmjit FILE fbgemmLibraryConfig.cmake)
if(FBGEMM_BUILD_TESTS)
add_subdirectory(test)
endif()
if(FBGEMM_BUILD_BENCHMARKS)
add_subdirectory(bench)
endif()