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CMakeLists.txt
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cmake_minimum_required(VERSION 3.7)
# Set policy for setting the MSVC runtime library for static MSVC builds
if(POLICY CMP0091)
cmake_policy(SET CMP0091 NEW)
endif()
project(ctranslate2)
option(WITH_MKL "Compile with Intel MKL backend" ON)
option(WITH_DNNL "Compile with DNNL backend" OFF)
option(WITH_ACCELERATE "Compile with Accelerate backend" OFF)
option(WITH_OPENBLAS "Compile with OpenBLAS backend" OFF)
option(WITH_RUY "Compile with Ruy backend" OFF)
option(WITH_CUDA "Compile with CUDA backend" OFF)
option(CUDA_DYNAMIC_LOADING "Dynamically load CUDA libraries at runtime" OFF)
option(ENABLE_CPU_DISPATCH "Compile CPU kernels for multiple ISA and dispatch at runtime" ON)
option(ENABLE_PROFILING "Compile with profiling support" OFF)
option(BUILD_CLI "Compile the clients" ON)
option(BUILD_TESTS "Compile the tests" OFF)
option(BUILD_SHARED_LIBS "Build shared libraries" ON)
if(ENABLE_PROFILING)
message(STATUS "Enable profiling support")
add_definitions(-DCT2_ENABLE_PROFILING)
endif()
if(DEFINED ENV{INTELROOT})
set(INTEL_ROOT_DEFAULT $ENV{INTELROOT})
elseif(DEFINED ENV{ONEAPI_ROOT})
set(INTEL_ROOT_DEFAULT $ENV{ONEAPI_ROOT}/..)
elseif(DEFINED ENV{MKLROOT})
set(INTEL_ROOT_DEFAULT $ENV{MKLROOT}/..)
elseif(WIN32)
set(ProgramFilesx86 "ProgramFiles(x86)")
set(INTEL_ROOT_DEFAULT PATHS
$ENV{${ProgramFilesx86}}/IntelSWTools/compilers_and_libraries/windows
$ENV{${ProgramFilesx86}}/Intel)
else()
set(INTEL_ROOT_DEFAULT "/opt/intel")
endif()
set(INTEL_ROOT ${INTEL_ROOT_DEFAULT} CACHE FILEPATH "Path to Intel root directory")
set(OPENMP_RUNTIME "INTEL" CACHE STRING "OpenMP runtime (INTEL, COMP, NONE)")
# Set Release build type by default to get sane performance.
if(NOT CMAKE_BUILD_TYPE)
set(CMAKE_BUILD_TYPE Release)
endif(NOT CMAKE_BUILD_TYPE)
# Set CXX flags.
set(CMAKE_CXX_STANDARD 14)
if(MSVC)
if(BUILD_SHARED_LIBS)
set(CMAKE_WINDOWS_EXPORT_ALL_SYMBOLS ON)
else()
if(CMAKE_VERSION VERSION_LESS "3.15.0")
message(FATAL_ERROR "Use CMake 3.15 or later when setting BUILD_SHARED_LIBS to OFF")
endif()
set(CMAKE_MSVC_RUNTIME_LIBRARY "MultiThreaded$<$<CONFIG:Debug>:Debug>")
endif()
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} /W4")
else()
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wall -Wextra -ffast-math")
endif()
find_package(Threads)
add_subdirectory(third_party/spdlog EXCLUDE_FROM_ALL)
set(PUBLIC_INCLUDE_DIRECTORIES
${CMAKE_CURRENT_SOURCE_DIR}/include
)
set(PRIVATE_INCLUDE_DIRECTORIES
${CMAKE_CURRENT_SOURCE_DIR}/src
${CMAKE_CURRENT_SOURCE_DIR}/third_party
)
set(SOURCES
src/allocator.cc
src/batch_reader.cc
src/buffered_translation_wrapper.cc
src/cpu/allocator.cc
src/cpu/backend.cc
src/cpu/cpu_info.cc
src/cpu/cpu_isa.cc
src/cpu/kernels.cc
src/cpu/primitives.cc
src/decoding.cc
src/devices.cc
src/layers/attention.cc
src/layers/common.cc
src/layers/decoder.cc
src/layers/transformer.cc
src/models/model.cc
src/models/model_reader.cc
src/models/sequence_to_sequence.cc
src/models/transformer.cc
src/ops/activation.cc
src/ops/add.cc
src/ops/bias_add.cc
src/ops/bias_add_cpu.cc
src/ops/concat.cc
src/ops/concat_split_cpu.cc
src/ops/dequantize.cc
src/ops/dequantize_cpu.cc
src/ops/gather.cc
src/ops/gather_cpu.cc
src/ops/gelu.cc
src/ops/gemm.cc
src/ops/layer_norm.cc
src/ops/layer_norm_cpu.cc
src/ops/log.cc
src/ops/matmul.cc
src/ops/min_max.cc
src/ops/mul.cc
src/ops/multinomial.cc
src/ops/multinomial_cpu.cc
src/ops/quantize.cc
src/ops/quantize_cpu.cc
src/ops/relu.cc
src/ops/softmax.cc
src/ops/softmax_cpu.cc
src/ops/split.cc
src/ops/sub.cc
src/ops/tile.cc
src/ops/tile_cpu.cc
src/ops/topk.cc
src/ops/topk_cpu.cc
src/ops/transpose.cc
src/padder.cc
src/profiler.cc
src/sampling.cc
src/storage_view.cc
src/translator.cc
src/translator_pool.cc
src/types.cc
src/utils.cc
src/vocabulary.cc
src/vocabulary_map.cc
)
set(LIBRARIES
${CMAKE_DL_LIBS}
${CMAKE_THREAD_LIBS_INIT}
spdlog::spdlog_header_only
)
macro(ct2_compile_kernels_for_isa isa flag)
configure_file(
src/cpu/kernels.cc
${CMAKE_CURRENT_BINARY_DIR}/kernels_${isa}.cc
COPYONLY)
set_source_files_properties(
${CMAKE_CURRENT_BINARY_DIR}/kernels_${isa}.cc
PROPERTIES COMPILE_FLAGS ${flag})
list(APPEND SOURCES ${CMAKE_CURRENT_BINARY_DIR}/kernels_${isa}.cc)
endmacro()
if(CMAKE_SYSTEM_PROCESSOR MATCHES "(x86_64)|(amd64)|(AMD64)")
add_definitions(-DCT2_X86_BUILD)
set(CT2_BUILD_ARCH "x86_64")
set(BUILD_SHARED_LIBS_SAVED "${BUILD_SHARED_LIBS}")
set(BUILD_SHARED_LIBS OFF)
set(BUILD_PIC ON)
add_subdirectory(third_party/cpu_features EXCLUDE_FROM_ALL)
set(BUILD_SHARED_LIBS "${BUILD_SHARED_LIBS_SAVED}")
list(APPEND LIBRARIES cpu_features)
elseif(CMAKE_SYSTEM_PROCESSOR MATCHES "(arm64)|(aarch64)")
add_definitions(-DCT2_ARM64_BUILD)
set(CT2_BUILD_ARCH "arm64")
endif()
if(ENABLE_CPU_DISPATCH)
message(STATUS "Compiling for multiple CPU ISA and enabling runtime dispatch")
add_definitions(-DCT2_WITH_CPU_DISPATCH)
if(CT2_BUILD_ARCH STREQUAL "x86_64")
if(WIN32)
ct2_compile_kernels_for_isa(avx "/arch:AVX")
ct2_compile_kernels_for_isa(avx2 "/arch:AVX2")
else()
ct2_compile_kernels_for_isa(avx "-mavx")
ct2_compile_kernels_for_isa(avx2 "-mavx2 -mfma")
endif()
elseif(CT2_BUILD_ARCH STREQUAL "arm64")
ct2_compile_kernels_for_isa(neon "-DUSE_NEON")
endif()
endif()
if(NOT OPENMP_RUNTIME STREQUAL "NONE")
if(NOT WIN32)
find_package(OpenMP)
if(OpenMP_CXX_FOUND)
add_compile_options(${OpenMP_CXX_FLAGS})
endif()
endif()
if(OPENMP_RUNTIME STREQUAL "INTEL")
# Find Intel libraries.
find_library(IOMP5_LIBRARY iomp5 libiomp5md PATHS
${INTEL_ROOT}/lib
${INTEL_ROOT}/lib/intel64
${INTEL_ROOT}/compiler/lib/intel64
${INTEL_ROOT}/oneAPI/compiler/latest/windows/compiler/lib/intel64_win
${INTEL_ROOT}/oneapi/compiler/latest/linux/compiler/lib/intel64_lin
${INTEL_ROOT}/oneapi/compiler/latest/mac/compiler/lib
)
if(IOMP5_LIBRARY)
list(APPEND LIBRARIES ${IOMP5_LIBRARY})
message(STATUS "Using OpenMP: ${IOMP5_LIBRARY}")
else()
message(FATAL_ERROR "Intel OpenMP runtime libiomp5 not found")
endif()
elseif(OPENMP_RUNTIME STREQUAL "COMP")
if(OpenMP_CXX_FOUND)
list(APPEND LIBRARIES ${OpenMP_CXX_LIBRARIES})
message(STATUS "Using OpenMP: ${OpenMP_CXX_LIBRARIES}")
else()
message(FATAL_ERROR "OpenMP not found")
endif()
else()
message(FATAL_ERROR "Invalid OpenMP runtime ${OPENMP_RUNTIME}")
endif()
endif()
if(WITH_MKL)
find_path(MKL_ROOT include/mkl.h DOC "Path to MKL root directory" PATHS
$ENV{MKLROOT}
${INTEL_ROOT}/mkl
${INTEL_ROOT}/oneAPI/mkl/latest
${INTEL_ROOT}/oneapi/mkl/latest
)
# Find MKL includes.
find_path(MKL_INCLUDE_DIR NAMES mkl.h HINTS ${MKL_ROOT}/include/)
if(MKL_INCLUDE_DIR)
message(STATUS "Found MKL include directory: ${MKL_INCLUDE_DIR}")
else()
message(FATAL_ERROR "MKL include directory not found")
endif()
# Find MKL libraries.
find_library(MKL_CORE_LIBRARY NAMES mkl_core PATHS ${MKL_ROOT}/lib ${MKL_ROOT}/lib/intel64)
if(MKL_CORE_LIBRARY)
get_filename_component(MKL_LIBRARY_DIR ${MKL_CORE_LIBRARY} DIRECTORY)
message(STATUS "Found MKL library directory: ${MKL_LIBRARY_DIR}")
else()
message(FATAL_ERROR "MKL library directory not found")
endif()
add_definitions(-DCT2_WITH_MKL -DMKL_ILP64)
if(WIN32)
set(MKL_LIBRARIES
${MKL_LIBRARY_DIR}/mkl_core.lib
${MKL_LIBRARY_DIR}/mkl_intel_ilp64.lib
)
else()
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -m64")
set(MKL_LIBRARIES
${MKL_LIBRARY_DIR}/libmkl_core.a
${MKL_LIBRARY_DIR}/libmkl_intel_ilp64.a
)
endif()
if(OPENMP_RUNTIME STREQUAL "INTEL")
if(WIN32)
list(APPEND MKL_LIBRARIES ${MKL_LIBRARY_DIR}/mkl_intel_thread.lib)
else()
list(APPEND MKL_LIBRARIES ${MKL_LIBRARY_DIR}/libmkl_intel_thread.a)
endif()
elseif(OPENMP_RUNTIME STREQUAL "COMP")
if(WIN32)
message(FATAL_ERROR "Building with MKL requires Intel OpenMP")
else()
list(APPEND MKL_LIBRARIES ${MKL_LIBRARY_DIR}/libmkl_gnu_thread.a)
endif()
elseif(OPENMP_RUNTIME STREQUAL "NONE")
if(WIN32)
list(APPEND MKL_LIBRARIES ${MKL_LIBRARY_DIR}/mkl_sequential.lib)
else()
list(APPEND MKL_LIBRARIES ${MKL_LIBRARY_DIR}/libmkl_sequential.a)
endif()
endif()
list(APPEND PRIVATE_INCLUDE_DIRECTORIES ${MKL_INCLUDE_DIR})
if(WIN32 OR APPLE)
list(APPEND LIBRARIES ${MKL_LIBRARIES})
else()
list(APPEND LIBRARIES -Wl,--start-group ${MKL_LIBRARIES} -Wl,--end-group)
endif()
endif()
if(WITH_DNNL)
set(ONEAPI_DNNL_PATH ${INTEL_ROOT}/oneapi/dnnl/latest)
if(OPENMP_RUNTIME STREQUAL "INTEL")
set(ONEAPI_DNNL_PATH ${ONEAPI_DNNL_PATH}/cpu_iomp)
else()
set(ONEAPI_DNNL_PATH ${ONEAPI_DNNL_PATH}/cpu_gomp)
endif()
find_path(DNNL_INCLUDE_DIR NAMES dnnl.h PATHS ${ONEAPI_DNNL_PATH}/include)
if(DNNL_INCLUDE_DIR)
message(STATUS "Found DNNL include directory: ${DNNL_INCLUDE_DIR}")
else()
message(FATAL_ERROR "DNNL include directory not found")
endif()
find_library(DNNL_LIBRARY NAMES dnnl PATHS ${ONEAPI_DNNL_PATH}/lib)
if(DNNL_LIBRARY)
message(STATUS "Found DNNL library: ${DNNL_LIBRARY}")
else()
message(FATAL_ERROR "DNNL library not found")
endif()
add_definitions(-DCT2_WITH_DNNL)
list(APPEND PRIVATE_INCLUDE_DIRECTORIES ${DNNL_INCLUDE_DIR})
list(APPEND LIBRARIES ${DNNL_LIBRARY})
endif()
if (WITH_ACCELERATE)
set(BLA_VENDOR Apple)
find_package(BLAS REQUIRED)
add_definitions(-DCT2_WITH_ACCELERATE)
list(APPEND LIBRARIES ${BLAS_LIBRARIES})
endif()
if (WITH_OPENBLAS)
set(BLA_VENDOR OpenBLAS)
find_package(BLAS REQUIRED)
add_definitions(-DCT2_WITH_OPENBLAS)
list(APPEND LIBRARIES ${BLAS_LIBRARIES})
endif()
if (WITH_RUY)
add_definitions(-DCT2_WITH_RUY)
set(CMAKE_POSITION_INDEPENDENT_CODE ON)
add_subdirectory(third_party/ruy EXCLUDE_FROM_ALL)
unset(CMAKE_POSITION_INDEPENDENT_CODE)
list(APPEND LIBRARIES ruy)
endif()
if (WITH_CUDA)
find_package(CUDA 10.0 REQUIRED)
add_definitions(-DCT2_WITH_CUDA)
if(MSVC)
if(BUILD_SHARED_LIBS)
list(APPEND CUDA_NVCC_FLAGS "-Xcompiler=/MD$<$<CONFIG:Debug>:d>")
else()
list(APPEND CUDA_NVCC_FLAGS "-Xcompiler=/MT$<$<CONFIG:Debug>:d>")
endif()
else()
list(APPEND CUDA_NVCC_FLAGS "-std=c++14")
endif()
if(OpenMP_CXX_FOUND)
list(APPEND CUDA_NVCC_FLAGS "-Xcompiler=${OpenMP_CXX_FLAGS}")
endif()
if(NOT CUDA_ARCH_LIST)
set(CUDA_ARCH_LIST "Auto")
endif()
cuda_select_nvcc_arch_flags(ARCH_FLAGS ${CUDA_ARCH_LIST})
list(APPEND CUDA_NVCC_FLAGS ${ARCH_FLAGS})
set(CUDA_HOST_COMPILER ${CMAKE_CXX_COMPILER})
message(STATUS "NVCC host compiler: ${CUDA_HOST_COMPILER}")
message(STATUS "NVCC compilation flags: ${CUDA_NVCC_FLAGS}")
add_subdirectory(third_party/thrust EXCLUDE_FROM_ALL)
thrust_create_target(Thrust)
cuda_include_directories(${CUDA_INCLUDE_DIRECTORIES})
if(CUDA_DYNAMIC_LOADING)
if(WIN32 OR APPLE)
message(FATAL_ERROR "Dynamic loading of CUDA libraries is only supported on Linux")
endif()
if(CUDA_VERSION_MAJOR LESS 11)
message(FATAL_ERROR "Dynamic loading of CUDA libraries requires CUDA 11 or above")
endif()
list(APPEND SOURCES src/cuda/cublas_stub.cc)
else()
list(APPEND LIBRARIES ${CUDA_CUBLAS_LIBRARIES})
endif()
cuda_add_library(${PROJECT_NAME}
${SOURCES}
src/cuda/allocator.cc
src/cuda/primitives.cu
src/cuda/utils.cc
src/ops/bias_add_gpu.cu
src/ops/concat_split_gpu.cu
src/ops/dequantize_gpu.cu
src/ops/gather_gpu.cu
src/ops/layer_norm_gpu.cu
src/ops/multinomial_gpu.cu
src/ops/softmax_gpu.cu
src/ops/tile_gpu.cu
src/ops/topk_gpu.cu
src/ops/quantize_gpu.cu
)
list(APPEND PRIVATE_INCLUDE_DIRECTORIES ${CUDA_INCLUDE_DIRECTORIES})
list(APPEND LIBRARIES
Thrust
)
else()
add_library(${PROJECT_NAME} ${SOURCES})
endif()
target_link_libraries(${PROJECT_NAME} ${LIBRARIES})
target_include_directories(${PROJECT_NAME} BEFORE
PUBLIC ${PUBLIC_INCLUDE_DIRECTORIES}
PRIVATE ${PRIVATE_INCLUDE_DIRECTORIES}
)
if(BUILD_TESTS)
add_subdirectory(tests)
endif()
include(GNUInstallDirs)
if (BUILD_CLI)
add_subdirectory(cli)
endif()
install(
TARGETS ${PROJECT_NAME}
RUNTIME DESTINATION ${CMAKE_INSTALL_BINDIR}
ARCHIVE DESTINATION ${CMAKE_INSTALL_LIBDIR}
LIBRARY DESTINATION ${CMAKE_INSTALL_LIBDIR}
)
install(
DIRECTORY "${CMAKE_CURRENT_SOURCE_DIR}/include/ctranslate2"
DESTINATION ${CMAKE_INSTALL_INCLUDEDIR}
FILES_MATCHING PATTERN "*.h*"
)