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CMakeLists.txt
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CMakeLists.txt
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cmake_minimum_required(VERSION 3.10)
project(GraphLearn-for-PyTorch)
set(CMAKE_CXX_STANDARD 17) # C++17 or later compatible compiler is required to use PyTorch(2.3.0).
option(DEBUG "Enable debug mode" OFF)
option(BUILD_TESTS "Enable testing" ON)
option(WITH_CUDA "Enable CUDA support" ON)
option(WITH_VINEYARD "Enable vineyard support" OFF)
set(GLT_ROOT ${CMAKE_CURRENT_SOURCE_DIR})
set(GLT_CSRC_DIR ${GLT_ROOT}/graphlearn_torch/csrc)
set(GLT_CTEST_DIR ${GLT_ROOT}/test/cpp)
set(GLT_BUILT_DIR ${GLT_ROOT}/built)
set(GLT_THIRD_PARTY_DIR ${GLT_ROOT}/third_party)
set(CMAKE_RUNTIME_OUTPUT_DIRECTORY ${GLT_BUILT_DIR}/bin)
set(LIBRARY_OUTPUT_PATH ${GLT_BUILT_DIR}/lib)
# refer to https://github.com/v6d-io/v6d/blob/main/cmake/CheckGCCABI.cmake
macro(check_gcc_cxx11abi)
if(CMAKE_CXX_COMPILER_ID STREQUAL "GNU")
execute_process(COMMAND "${CMAKE_CXX_COMPILER}" -v
OUTPUT_VARIABLE GCC_VERSION_OUT
ERROR_VARIABLE GCC_VERSION_ERR)
if(GCC_VERSION_OUT MATCHES ".*with-default-libstdcxx-abi=new.*" OR GCC_VERSION_ERR MATCHES ".*with-default-libstdcxx-abi=new.*")
set(GCC_USE_CXX11_ABI 1)
else()
if(GCC_VERSION_OUT MATCHES ".*gcc4-compatible.*" OR GCC_VERSION_ERR MATCHES ".*gcc4-compatible.*")
set(GCC_USE_CXX11_ABI 0)
else()
set(GCC_USE_CXX11_ABI 1)
endif()
endif()
else()
set(GCC_USE_CXX11_ABI 1)
endif()
endmacro(check_gcc_cxx11abi)
check_gcc_cxx11abi()
message("GCC_USE_CXX11_ABI: ${GCC_USE_CXX11_ABI}")
# for glt_vineyard, set GCC_USE_CXX11_ABI_FLAG according to gcc environment
set(GCC_USE_CXX11_ABI_FLAG "_GLIBCXX_USE_CXX11_ABI=${GCC_USE_CXX11_ABI}")
# for glt, always use false (same as pytorch)
set(GCC_USE_CXX11_ABI_FALSE_FLAG "_GLIBCXX_USE_CXX11_ABI=0")
if(DEBUG)
set(GLT_MODE_FLAGS -g)
set(CMAKE_BUILD_TYPE Debug)
else()
set(GLT_MODE_FLAGS -O2)
set(CMAKE_BUILD_TYPE Release)
endif()
set(GLT_CXX_FLAGS
${GLT_MODE_FLAGS}
-fPIC
-fvisibility-inlines-hidden
-mavx
-msse4.2
-msse4.1
-Wno-attributes
-Wno-deprecated-declarations
-Werror=return-type)
# Link to Python when building
find_package(PythonInterp REQUIRED)
find_package(Python3 COMPONENTS Development)
# Link to CUDA if enabled
if(WITH_CUDA)
find_package(CUDA REQUIRED)
enable_language(CUDA)
add_definitions(-DHAVE_CUDA=1)
# Auto-detect CUDA architectures.
include(FindCUDA/select_compute_arch)
CUDA_DETECT_INSTALLED_GPUS(INSTALLED_GPU_CCS_1)
string(STRIP "${INSTALLED_GPU_CCS_1}" INSTALLED_GPU_CCS_2)
string(REPLACE " " ";" INSTALLED_GPU_CCS_3 "${INSTALLED_GPU_CCS_2}")
string(REPLACE "." "" CUDA_ARCH_LIST "${INSTALLED_GPU_CCS_3}")
set(TORCH_CUDA_ARCH_LIST ${INSTALLED_GPU_CCS_3})
set(CUDA_ARCHITECTURES ${CUDA_ARCH_LIST})
function(target_set_cuda_options target)
set_property(
TARGET ${target}
PROPERTY CUDA_ARCHITECTURES ${CUDA_ARCHITECTURES})
target_include_directories(${target}
PRIVATE ${CUDA_TOOLKIT_ROOT_DIR}/include)
endfunction()
endif()
# Link to PyTorch
# Auto-find CMAKE_PREFIX_PATH for PyTorch
execute_process(COMMAND
python3 -c "import torch;print(torch.utils.cmake_prefix_path)"
OUTPUT_VARIABLE TORCH_DIR
)
string(REGEX MATCH ".*/torch/" TORCH_DIR ${TORCH_DIR})
list(APPEND CMAKE_PREFIX_PATH ${TORCH_DIR})
find_package(Torch REQUIRED)
if(WITH_CUDA)
add_definitions(-DWITH_CUDA)
endif()
function(target_source_tree target)
file(GLOB_RECURSE SRCS ${ARGN})
target_sources(${target} PRIVATE ${SRCS})
endfunction()
# Build graphlearn_torch_vineyard library
function(add_library_graphlearn_torch_vineyard)
set(GLT_V6D_CSRC_DIR ${GLT_ROOT}/graphlearn_torch/v6d)
find_package(vineyard REQUIRED)
add_library(graphlearn_torch_vineyard SHARED)
target_source_tree(graphlearn_torch_vineyard
${GLT_V6D_CSRC_DIR}/*.cc)
target_compile_options(graphlearn_torch_vineyard PUBLIC "$<$<COMPILE_LANGUAGE:CXX>:${GLT_CXX_FLAGS}>")
target_include_directories(graphlearn_torch_vineyard
PUBLIC ${GLT_ROOT})
target_include_directories(graphlearn_torch_vineyard
PRIVATE ${VINEYARD_INCLUDE_DIRS})
target_link_libraries(graphlearn_torch_vineyard
PUBLIC Python3::Python ${TORCH_LIBRARIES})
target_link_libraries(graphlearn_torch_vineyard
PUBLIC ${VINEYARD_LIBRARIES})
target_compile_definitions(graphlearn_torch_vineyard PRIVATE GCC_USE_CXX11_ABI_FLAG)
endfunction()
if(WITH_VINEYARD)
add_library_graphlearn_torch_vineyard()
endif()
function(add_library_graphlearn_torch)
add_library(graphlearn_torch SHARED)
target_source_tree(graphlearn_torch
${GLT_CSRC_DIR}/*.cc)
target_source_tree(graphlearn_torch
${GLT_CSRC_DIR}/cpu/*.cc)
target_compile_options(graphlearn_torch PUBLIC "$<$<COMPILE_LANGUAGE:CXX>:${GLT_CXX_FLAGS}>")
if(WITH_CUDA)
target_source_tree(graphlearn_torch
${GLT_CSRC_DIR}/cuda/*.cu)
endif()
target_include_directories(graphlearn_torch
PUBLIC ${GLT_ROOT})
target_link_libraries(graphlearn_torch
PUBLIC Python3::Python ${TORCH_LIBRARIES})
target_compile_definitions(graphlearn_torch PRIVATE GCC_USE_CXX11_ABI_FALSE_FLAG)
if(WITH_CUDA)
target_set_cuda_options(graphlearn_torch)
endif()
endfunction()
add_library_graphlearn_torch()
# Build tests
if(BUILD_TESTS)
set (GTest_INSTALL_DIR ${GLT_THIRD_PARTY_DIR}/googletest/build)
find_package(GTest REQUIRED PATHS ${GTest_INSTALL_DIR})
function(add_tests target library abi_flag)
add_executable(${target} ${ARGN})
add_dependencies(${target} ${library})
target_link_libraries(${target}
PUBLIC ${library} GTest::gtest GTest::gtest_main)
if(WITH_CUDA)
target_set_cuda_options(${target})
endif()
target_compile_definitions(${target} PRIVATE ${abi_flag})
endfunction()
if(WITH_CUDA)
file(GLOB GLT_TEST_FILES ${GLT_CTEST_DIR}/test_*.cu)
endif()
foreach(t ${GLT_TEST_FILES})
get_filename_component(name ${t} NAME_WE)
add_tests(${name} graphlearn_torch GCC_USE_CXX11_ABI_FALSE_FLAG ${t})
endforeach()
if (WITH_VINEYARD)
file(GLOB GLT_V6D_TEST_FILES ${GLT_CTEST_DIR}/test_vineyard.cc)
foreach(t ${GLT_V6D_TEST_FILES})
get_filename_component(name ${t} NAME_WE)
add_tests(${name} graphlearn_torch_vineyard GCC_USE_CXX11_ABI_FLAG ${t})
endforeach()
endif()
endif()