cmake_minimum_required(VERSION 3.18) project(graphbolt C CXX) set(CMAKE_CXX_STANDARD 17) set(CMAKE_CXX_STANDARD_REQUIRED ON) if(USE_CUDA) message(STATUS "Build graphbolt with CUDA support") enable_language(CUDA) add_definitions(-DGRAPHBOLT_USE_CUDA) endif() # For windows, define NOMINMAX to avoid conflict with std::min/max if(MSVC) add_definitions(-DNOMINMAX) endif() # Find PyTorch cmake files and PyTorch versions with the python interpreter # $PYTHON_INTERP ("python3" or "python" if empty) if(NOT PYTHON_INTERP) find_program(PYTHON_INTERP NAMES python3 python) endif() message(STATUS "Using Python interpreter: ${PYTHON_INTERP}") file(TO_NATIVE_PATH ${CMAKE_CURRENT_SOURCE_DIR}/find_cmake.py FIND_CMAKE_PY) execute_process( COMMAND ${PYTHON_INTERP} ${FIND_CMAKE_PY} OUTPUT_VARIABLE TORCH_PREFIX_VER OUTPUT_STRIP_TRAILING_WHITESPACE ) message(STATUS "find_cmake.py output: ${TORCH_PREFIX_VER}") list(GET TORCH_PREFIX_VER 0 TORCH_PREFIX) list(GET TORCH_PREFIX_VER 1 TORCH_VER) message(STATUS "Configuring for PyTorch ${TORCH_VER}") string(REPLACE "." ";" TORCH_VERSION_LIST ${TORCH_VER}) set(Torch_DIR "${TORCH_PREFIX}/Torch") message(STATUS "Setting directory to ${Torch_DIR}") find_package(Torch REQUIRED) set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} ${TORCH_C_FLAGS}") set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${TORCH_CXX_FLAGS}") set(CMAKE_CXX_FLAGS_DEBUG "${CMAKE_CXX_FLAGS_DEBUG} -O0 -g3 -ggdb") set(LIB_GRAPHBOLT_NAME "graphbolt_pytorch_${TORCH_VER}") option(BUILD_WITH_TASKFLOW "Use taskflow as parallel backend" ON) option(USE_OPENMP "Use OpenMP for graphbolt" ON) option(USE_LIBURING "Build graphbolt with liburing support" ON) set(BOLT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/src") set(BOLT_INCLUDE "${CMAKE_CURRENT_SOURCE_DIR}/include") file(GLOB BOLT_HEADERS ${BOLT_INCLUDE}) file(GLOB BOLT_SRC ${BOLT_DIR}/*.cc) if(USE_CUDA) file(GLOB BOLT_CUDA_SRC ${BOLT_DIR}/cuda/*.cu ${BOLT_DIR}/cuda/*.cc ) list(APPEND BOLT_SRC ${BOLT_CUDA_SRC}) if(DEFINED ENV{CUDAARCHS}) set(CMAKE_CUDA_ARCHITECTURES $ENV{CUDAARCHS}) endif() set(CMAKE_CUDA_ARCHITECTURES_FILTERED ${CMAKE_CUDA_ARCHITECTURES}) # CUDA extension supports only sm_70 and up (Volta+). list(FILTER CMAKE_CUDA_ARCHITECTURES_FILTERED EXCLUDE REGEX "[2-6][0-9]") list(LENGTH CMAKE_CUDA_ARCHITECTURES_FILTERED CMAKE_CUDA_ARCHITECTURES_FILTERED_LEN) if(CMAKE_CUDA_ARCHITECTURES_FILTERED_LEN EQUAL 0) # Build the CUDA extension at least build for Volta. set(CMAKE_CUDA_ARCHITECTURES_FILTERED "70") endif() set(LIB_GRAPHBOLT_CUDA_NAME "${LIB_GRAPHBOLT_NAME}_cuda") endif() add_library(${LIB_GRAPHBOLT_NAME} SHARED ${BOLT_SRC} ${BOLT_HEADERS}) include_directories(BEFORE ${BOLT_DIR} ${BOLT_HEADERS} # For CXX20 features: # `std::atomic_ref`, `std::counting_semaphore` "../third_party/cccl/libcudacxx/include" "../third_party/pcg/include" "../third_party/tsl_robin_map/include") target_link_libraries(${LIB_GRAPHBOLT_NAME} "${TORCH_LIBRARIES}") if(BUILD_WITH_TASKFLOW) target_include_directories(${LIB_GRAPHBOLT_NAME} PRIVATE "../third_party/taskflow") target_compile_definitions(${LIB_GRAPHBOLT_NAME} PRIVATE BUILD_WITH_TASKFLOW=1) endif() if(USE_OPENMP) find_package(OpenMP REQUIRED) target_link_libraries(${LIB_GRAPHBOLT_NAME} OpenMP::OpenMP_CXX) message(STATUS "Build graphbolt with OpenMP.") endif(USE_OPENMP) if(CMAKE_SYSTEM_NAME MATCHES "Linux") if(USE_LIBURING) add_definitions(-DHAVE_LIBRARY_LIBURING) include(ExternalProject) set(LIBURING_INSTALL_DIR ${CMAKE_CURRENT_BINARY_DIR}/third_party/liburing) set(LIBURING_C_COMPILER "${CMAKE_C_COMPILER} -w") ExternalProject_Add( liburing SOURCE_DIR ${CMAKE_CURRENT_SOURCE_DIR}/../third_party/liburing CONFIGURE_COMMAND /configure --cc=${LIBURING_C_COMPILER} --cxx=${CMAKE_CXX_COMPILER} --prefix=/ # In order to avoid the error `error: redefinition of 'struct in6_pktinfo'` on ubi7 # when building examples, let's build src only. BUILD_COMMAND bash -c "make -j 4 -C src/" BUILD_IN_SOURCE ON INSTALL_COMMAND make install DESTDIR=${LIBURING_INSTALL_DIR} BUILD_BYPRODUCTS ${LIBURING_INSTALL_DIR}/lib/liburing.a BUILD_BYPRODUCTS ${LIBURING_INSTALL_DIR}/include DOWNLOAD_EXTRACT_TIMESTAMP true ) set(LIBURING_INCLUDE ${LIBURING_INSTALL_DIR}/include) set(LIBURING ${LIBURING_INSTALL_DIR}/lib/liburing.a) target_include_directories(${LIB_GRAPHBOLT_NAME} PRIVATE ${LIBURING_INCLUDE}) add_dependencies(${LIB_GRAPHBOLT_NAME} liburing) target_link_libraries(${LIB_GRAPHBOLT_NAME} ${CMAKE_CURRENT_BINARY_DIR}/third_party/liburing/lib/liburing.a) message(STATUS "Build graphbolt with liburing.") endif(USE_LIBURING) endif() if(USE_CUDA) file(GLOB BOLT_CUDA_EXTENSION_SRC ${BOLT_DIR}/cuda/extension/*.cu ${BOLT_DIR}/cuda/extension/*.cc ../third_party/HugeCTR/gpu_cache/src/nv_gpu_cache.cu ) # Until https://github.com/NVIDIA/cccl/issues/1083 is resolved, we need to # compile the cuda/extension folder with Volta+ CUDA architectures. add_library(${LIB_GRAPHBOLT_CUDA_NAME} STATIC ${BOLT_CUDA_EXTENSION_SRC} ${BOLT_HEADERS}) target_link_libraries(${LIB_GRAPHBOLT_CUDA_NAME} "${TORCH_LIBRARIES}") set_target_properties(${LIB_GRAPHBOLT_NAME} PROPERTIES CUDA_STANDARD 17) set_target_properties(${LIB_GRAPHBOLT_CUDA_NAME} PROPERTIES CUDA_STANDARD 17) set_target_properties(${LIB_GRAPHBOLT_CUDA_NAME} PROPERTIES CUDA_ARCHITECTURES "${CMAKE_CUDA_ARCHITECTURES_FILTERED}") set_target_properties(${LIB_GRAPHBOLT_CUDA_NAME} PROPERTIES POSITION_INDEPENDENT_CODE TRUE) # Enables libcudacxx for gpu_cache. target_compile_definitions(${LIB_GRAPHBOLT_CUDA_NAME} PRIVATE LIBCUDACXX_VERSION) include_directories(AFTER "../third_party/HugeCTR/gpu_cache/include") message(STATUS "Build graphbolt extension with HugeCTR GPU embedding cache.") message(STATUS "Use external CCCL library for a consistent API and performance for graphbolt.") include_directories(BEFORE "../third_party/cccl/thrust" "../third_party/cccl/cub" "../third_party/cuco/include") get_property(archs TARGET ${LIB_GRAPHBOLT_NAME} PROPERTY CUDA_ARCHITECTURES) message(STATUS "CUDA_ARCHITECTURES for graphbolt: ${archs}") get_property(archs TARGET ${LIB_GRAPHBOLT_CUDA_NAME} PROPERTY CUDA_ARCHITECTURES) message(STATUS "CUDA_ARCHITECTURES for graphbolt extension: ${archs}") target_link_libraries(${LIB_GRAPHBOLT_NAME} ${LIB_GRAPHBOLT_CUDA_NAME}) endif() # The Torch CMake configuration only sets up the path for the MKL library when # using the conda distribution. The following is a workaround to address this # when using a standalone installation of MKL. if(DEFINED MKL_LIBRARIES) target_link_directories(${LIB_GRAPHBOLT_NAME} PRIVATE ${MKL_ROOT}/lib/${MKL_ARCH}) endif()