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Muhammed Fatih BALIN 83115794c2 [Performance][CUDA] Faster CSRToCOO (#5648)
Co-authored-by: Hongzhi (Steve), Chen <chenhongzhi.nkcs@gmail.com>
2023-07-14 12:57:38 +08:00

380 行
14 KiB
CMake

cmake_minimum_required(VERSION 3.5)
########################################
# Borrowed and adapted from TVM project
########################################
project(dgl C CXX)
message(STATUS "Start configuring project ${PROJECT_NAME}")
# cmake utils
include(cmake/util/Util.cmake)
include(cmake/util/MshadowUtil.cmake)
include(cmake/util/FindCUDA.cmake)
if(EXISTS ${CMAKE_CURRENT_BINARY_DIR}/config.cmake)
include(${CMAKE_CURRENT_BINARY_DIR}/config.cmake)
else()
if(EXISTS ${CMAKE_CURRENT_SOURCE_DIR}/config.cmake)
include(${CMAKE_CURRENT_SOURCE_DIR}/config.cmake)
endif()
endif()
# NOTE: do not modify this file to change option values.
# You can create a config.cmake at build folder
# and add set(OPTION VALUE) to override these build options.
# Alernatively, use cmake -DOPTION=VALUE through command-line.
dgl_option(USE_CUDA "Build with CUDA" OFF)
dgl_option(USE_OPENMP "Build with OpenMP" ON)
dgl_option(USE_LIBXSMM "Build with LIBXSMM library optimization" ON)
dgl_option(BUILD_CPP_TEST "Build cpp unittest executables" OFF)
dgl_option(LIBCXX_ENABLE_PARALLEL_ALGORITHMS "Enable the parallel algorithms library. This requires the PSTL to be available." OFF)
dgl_option(USE_S3 "Build with S3 support" OFF)
dgl_option(USE_HDFS "Build with HDFS support" OFF) # Set env HADOOP_HDFS_HOME if needed
dgl_option(REBUILD_LIBXSMM "Clean LIBXSMM build cache at every build" OFF) # Set env HADOOP_HDFS_HOME if needed
dgl_option(USE_EPOLL "Build with epoll for socket communicator" ON)
dgl_option(BUILD_TORCH "Build the PyTorch plugin" OFF)
dgl_option(BUILD_SPARSE "Build DGL sparse library" ON)
dgl_option(BUILD_GRAPHBOLT "Build Graphbolt library" OFF)
dgl_option(TORCH_PYTHON_INTERPS "Python interpreter used to build tensoradapter and DGL sparse library" python3)
# Set debug compile option for gdb, only happens when -DCMAKE_BUILD_TYPE=DEBUG
if (NOT MSVC)
set(CMAKE_CXX_FLAGS_DEBUG "${CMAKE_CXX_FLAGS_DEBUG} -DDEBUG -O0 -g3 -ggdb")
endif(NOT MSVC)
if(USE_CUDA)
message(STATUS "Build with CUDA support")
project(dgl C CXX)
# see https://github.com/NVIDIA/thrust/issues/1401
add_definitions(-DTHRUST_CUB_WRAPPED_NAMESPACE=dgl)
include(cmake/modules/CUDA.cmake)
message(STATUS "Use external CUB/Thrust library for a consistent API and performance.")
cuda_include_directories(BEFORE "${CMAKE_SOURCE_DIR}/third_party/thrust")
cuda_include_directories(BEFORE "${CMAKE_SOURCE_DIR}/third_party/thrust/dependencies/cub")
cuda_include_directories(BEFORE "${CMAKE_SOURCE_DIR}/third_party/thrust/dependencies/libcudacxx/include")
endif(USE_CUDA)
# initial variables
if(NOT MSVC)
set(DGL_LINKER_LIBS "dl")
endif(NOT MSVC)
if(MSVC OR CMAKE_SYSTEM_NAME STREQUAL "Darwin")
set(DGL_RUNTIME_LINKER_LIBS "")
else(MSVC OR CMAKE_SYSTEM_NAME STREQUAL "Darwin")
set(DGL_RUNTIME_LINKER_LIBS "rt")
endif(MSVC OR CMAKE_SYSTEM_NAME STREQUAL "Darwin")
# Generic compilation options
if(MSVC)
add_definitions(-DWIN32_LEAN_AND_MEAN)
add_definitions(-D_CRT_SECURE_NO_WARNINGS)
add_definitions(-D_SCL_SECURE_NO_WARNINGS)
add_definitions(-DNOMINMAX)
set(CMAKE_WINDOWS_EXPORT_ALL_SYMBOLS 1)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} /EHsc")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} /MP")
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} /bigobj")
if(USE_MSVC_MT)
foreach(flag_var
CMAKE_CXX_FLAGS CMAKE_CXX_FLAGS_DEBUG CMAKE_CXX_FLAGS_RELEASE
CMAKE_CXX_FLAGS_MINSIZEREL CMAKE_CXX_FLAGS_RELWITHDEBINFO)
if(${flag_var} MATCHES "/MD")
string(REGEX REPLACE "/MD" "/MT" ${flag_var} "${${flag_var}}")
endif(${flag_var} MATCHES "/MD")
endforeach(flag_var)
endif()
else(MSVC)
include(CheckCXXCompilerFlag)
set(CMAKE_C_FLAGS "-O2 -Wall -fPIC ${CMAKE_C_FLAGS}")
set(CMAKE_CXX_FLAGS "-O2 -Wall -fPIC -std=c++14 ${CMAKE_CXX_FLAGS}")
if(NOT APPLE)
set(CMAKE_SHARED_LINKER_FLAGS "-Wl,--warn-common ${CMAKE_SHARED_LINKER_FLAGS}")
endif(NOT APPLE)
endif(MSVC)
if(USE_OPENMP)
include(FindOpenMP)
if(OPENMP_FOUND)
set(CMAKE_C_FLAGS "${OpenMP_C_FLAGS} ${CMAKE_C_FLAGS}")
set(CMAKE_CXX_FLAGS "${OpenMP_CXX_FLAGS} ${CMAKE_CXX_FLAGS}")
endif(OPENMP_FOUND)
message(STATUS "Build with OpenMP.")
endif(USE_OPENMP)
if(NOT CMAKE_SYSTEM_PROCESSOR MATCHES "(x86)|(X86)|(amd64)|(AMD64)")
message(STATUS "Disabling LIBXSMM on ${CMAKE_SYSTEM_PROCESSOR}.")
set(USE_LIBXSMM OFF)
endif()
if(USE_LIBXSMM)
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -DUSE_LIBXSMM -DDGL_CPU_LLC_SIZE=40000000")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -DUSE_LIBXSMM -DDGL_CPU_LLC_SIZE=40000000")
message(STATUS "Build with LIBXSMM optimization.")
endif(USE_LIBXSMM)
if ((NOT MSVC) AND USE_EPOLL)
INCLUDE(CheckIncludeFile)
check_include_file("sys/epoll.h" EPOLL_AVAILABLE)
if (EPOLL_AVAILABLE)
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -DUSE_EPOLL")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -DUSE_EPOLL")
else()
message(WARNING "EPOLL is not available on this platform...")
endif()
endif ()
# To compile METIS correct for DGL.
if(MSVC)
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} /DIDXTYPEWIDTH=64 /DREALTYPEWIDTH=32")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} /DIDXTYPEWIDTH=64 /DREALTYPEWIDTH=32")
else(MSVC)
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -DIDXTYPEWIDTH=64 -DREALTYPEWIDTH=32")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -DIDXTYPEWIDTH=64 -DREALTYPEWIDTH=32")
endif(MSVC)
# configure minigun
add_definitions(-DENABLE_PARTIAL_FRONTIER=0) # disable minigun partial frontier compile
# Source file lists
file(GLOB DGL_SRC
src/*.cc
src/array/*.cc
src/array/cpu/*.cc
src/random/*.cc
src/random/cpu/*.cc
src/runtime/*.cc
src/geometry/*.cc
src/geometry/cpu/*.cc
src/partition/*.cc
)
file(GLOB_RECURSE DGL_SRC_1
src/api/*.cc
src/graph/*.cc
src/scheduler/*.cc
)
list(APPEND DGL_SRC ${DGL_SRC_1})
if (NOT MSVC)
file(GLOB_RECURSE DGL_RPC_SRC src/rpc/*.cc)
else()
file(GLOB_RECURSE DGL_RPC_SRC src/rpc/network/*.cc)
endif()
list(APPEND DGL_SRC ${DGL_RPC_SRC})
# Configure cuda
if(USE_CUDA)
dgl_config_cuda(DGL_CUDA_SRC)
list(APPEND DGL_SRC ${DGL_CUDA_SRC})
cuda_add_library(dgl SHARED ${DGL_SRC})
else(USE_CUDA)
add_library(dgl SHARED ${DGL_SRC})
endif(USE_CUDA)
set_property(TARGET dgl PROPERTY CXX_STANDARD 14)
# include directories
target_include_directories(dgl PRIVATE "include")
target_include_directories(dgl PRIVATE "third_party/dlpack/include")
target_include_directories(dgl PRIVATE "third_party/dmlc-core/include")
target_include_directories(dgl PRIVATE "third_party/phmap/")
target_include_directories(dgl PRIVATE "third_party/METIS/include/")
target_include_directories(dgl PRIVATE "tensoradapter/include")
target_include_directories(dgl PRIVATE "third_party/nanoflann/include")
target_include_directories(dgl PRIVATE "third_party/libxsmm/include")
target_include_directories(dgl PRIVATE "third_party/pcg/include")
# For serialization
if (USE_HDFS)
option(DMLC_HDFS_SHARED "dgl has to build with dynamic hdfs library" ON)
endif()
add_subdirectory("third_party/dmlc-core")
list(APPEND DGL_LINKER_LIBS dmlc)
set(GOOGLE_TEST 0) # Turn off dmlc-core test
# Compile METIS
if(NOT MSVC)
set(GKLIB_PATH "${CMAKE_CURRENT_SOURCE_DIR}/third_party/METIS/GKlib")
include(${GKLIB_PATH}/GKlibSystem.cmake)
include_directories(${GKLIB_PATH})
include_directories("third_party/METIS/include/")
add_subdirectory("third_party/METIS/libmetis/")
list(APPEND DGL_LINKER_LIBS metis)
endif(NOT MSVC)
# Compile LIBXSMM
if((NOT MSVC) AND USE_LIBXSMM)
set(LIBXSMM_COMPILER "${CMAKE_C_COMPILER}")
if (APPLE)
set(LIBXSMM_COMPILER "${CMAKE_C_COMPILER} -isysroot ${CMAKE_OSX_SYSROOT}")
endif()
if(REBUILD_LIBXSMM)
add_custom_target(libxsmm COMMAND make realclean COMMAND make -j ECFLAGS="-Wno-error=deprecated-declarations" BLAS=0 CC=${LIBXSMM_COMPILER}
WORKING_DIRECTORY ${CMAKE_SOURCE_DIR}/third_party/libxsmm
)
else(REBUILD_LIBXSMM)
add_custom_target(libxsmm COMMAND make -j ECFLAGS="-Wno-error=deprecated-declarations" BLAS=0 CC=${LIBXSMM_COMPILER}
WORKING_DIRECTORY ${CMAKE_SOURCE_DIR}/third_party/libxsmm
)
endif(REBUILD_LIBXSMM)
add_dependencies(dgl libxsmm)
list(APPEND DGL_LINKER_LIBS -L${CMAKE_SOURCE_DIR}/third_party/libxsmm/lib/ xsmm.a)
endif((NOT MSVC) AND USE_LIBXSMM)
# Avoid exposing third-party symbols when using DGL as a library.
if((NOT MSVC) AND (NOT ${CMAKE_SYSTEM_NAME} MATCHES "Darwin"))
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -Wl,--exclude-libs,ALL")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wl,--exclude-libs,ALL")
endif()
# support PARALLEL_ALGORITHMS
if (LIBCXX_ENABLE_PARALLEL_ALGORITHMS)
add_definitions(-DPARALLEL_ALGORITHMS)
endif(LIBCXX_ENABLE_PARALLEL_ALGORITHMS)
target_link_libraries(dgl ${DGL_LINKER_LIBS} ${DGL_RUNTIME_LINKER_LIBS})
if(MSVC)
add_custom_command(
TARGET dgl POST_BUILD COMMAND
${CMAKE_COMMAND} -E copy "$<TARGET_FILE:dgl>" "$<TARGET_FILE_DIR:dgl>/..")
endif(MSVC)
# Tensor adapter libraries
# Linking against LibTorch involves linking against a bunch of other libraries
# returned by PyTorch's CMake (e.g. C10 or NVTools). Because CMake caches
# the found libraries in find_library(), often times CMake will look into the libraries
# of the wrong version when I build everything in the same CMake process. As
# a result, I (BarclayII) am launching an individual CMake build for every PyTorch version.
if(BUILD_TORCH)
file(TO_NATIVE_PATH ${CMAKE_CURRENT_BINARY_DIR} BINDIR)
file(TO_NATIVE_PATH ${CMAKE_COMMAND} CMAKE_CMD)
if(MSVC)
file(TO_NATIVE_PATH ${CMAKE_CURRENT_SOURCE_DIR}/tensoradapter/pytorch/build.bat BUILD_SCRIPT)
add_custom_target(
tensoradapter_pytorch
${CMAKE_COMMAND} -E env
CMAKE_COMMAND=${CMAKE_CMD}
CUDA_TOOLKIT_ROOT_DIR=${CUDA_TOOLKIT_ROOT_DIR}
USE_CUDA=${USE_CUDA}
BINDIR=${BINDIR}
cmd /e:on /c ${BUILD_SCRIPT} ${TORCH_PYTHON_INTERPS}
DEPENDS ${BUILD_SCRIPT}
WORKING_DIRECTORY ${CMAKE_SOURCE_DIR}/tensoradapter/pytorch)
else(MSVC)
file(TO_NATIVE_PATH ${CMAKE_CURRENT_SOURCE_DIR}/tensoradapter/pytorch/build.sh BUILD_SCRIPT)
add_custom_target(
tensoradapter_pytorch
${CMAKE_COMMAND} -E env
CMAKE_COMMAND=${CMAKE_CMD}
CUDA_TOOLKIT_ROOT_DIR=${CUDA_TOOLKIT_ROOT_DIR}
USE_CUDA=${USE_CUDA}
BINDIR=${CMAKE_CURRENT_BINARY_DIR}
bash ${BUILD_SCRIPT} ${TORCH_PYTHON_INTERPS}
DEPENDS ${BUILD_SCRIPT}
WORKING_DIRECTORY ${CMAKE_SOURCE_DIR}/tensoradapter/pytorch)
endif(MSVC)
add_dependencies(dgl tensoradapter_pytorch)
endif(BUILD_TORCH)
# Installation rules
install(TARGETS dgl DESTINATION lib${LIB_SUFFIX})
# Testing
if(BUILD_CPP_TEST)
message(STATUS "Build with unittest")
add_subdirectory(./third_party/googletest)
enable_testing()
include_directories(${gtest_SOURCE_DIR}/include ${gtest_SOURCE_DIR})
include_directories("include")
include_directories("third_party/dlpack/include")
include_directories("third_party/dmlc-core/include")
include_directories("third_party/phmap")
include_directories("third_party/libxsmm/include")
include_directories("third_party/pcg/include")
file(GLOB_RECURSE TEST_SRC_FILES ${PROJECT_SOURCE_DIR}/tests/cpp/*.cc)
add_executable(runUnitTests ${TEST_SRC_FILES})
target_link_libraries(runUnitTests gtest gtest_main)
target_link_libraries(runUnitTests dgl)
add_test(UnitTests runUnitTests)
endif(BUILD_CPP_TEST)
if(BUILD_SPARSE)
message(STATUS "Configuring DGL sparse library")
file(TO_NATIVE_PATH ${CMAKE_CURRENT_BINARY_DIR} BINDIR)
file(TO_NATIVE_PATH ${CMAKE_COMMAND} CMAKE_CMD)
get_target_property(DGL_INCLUDE_DIRS dgl INCLUDE_DIRECTORIES)
message(STATUS "DGL include directories: ${DGL_INCLUDE_DIRS}")
message(STATUS "DGL link directories: ${DGL_INCLUDE_DIRS}")
if(MSVC)
file(TO_NATIVE_PATH ${CMAKE_CURRENT_SOURCE_DIR}/dgl_sparse/build.bat BUILD_SCRIPT)
add_custom_target(
dgl_sparse
ALL
${CMAKE_COMMAND} -E env
CMAKE_COMMAND=${CMAKE_CMD}
CUDA_TOOLKIT_ROOT_DIR=${CUDA_TOOLKIT_ROOT_DIR}
USE_CUDA=${USE_CUDA}
BINDIR=${BINDIR}
INCLUDEDIR="${DGL_INCLUDE_DIRS}"
CFLAGS=${CMAKE_C_FLAGS}
CXXFLAGS=${CMAKE_CXX_FLAGS}
LDFLAGS=${CMAKE_SHARED_LINKER_FLAGS}
cmd /e:on /c ${BUILD_SCRIPT} ${TORCH_PYTHON_INTERPS}
DEPENDS ${BUILD_SCRIPT}
WORKING_DIRECTORY ${CMAKE_SOURCE_DIR}/dgl_sparse)
else(MSVC)
file(TO_NATIVE_PATH ${CMAKE_CURRENT_SOURCE_DIR}/dgl_sparse/build.sh BUILD_SCRIPT)
add_custom_target(
dgl_sparse
ALL
${CMAKE_COMMAND} -E env
CMAKE_COMMAND=${CMAKE_CMD}
CUDA_TOOLKIT_ROOT_DIR=${CUDA_TOOLKIT_ROOT_DIR}
USE_CUDA=${USE_CUDA}
BINDIR=${CMAKE_CURRENT_BINARY_DIR}
INCLUDEDIR="${DGL_INCLUDE_DIRS}"
CFLAGS=${CMAKE_C_FLAGS}
CXXFLAGS=${CMAKE_CXX_FLAGS}
LDFLAGS=${CMAKE_SHARED_LINKER_FLAGS}
bash ${BUILD_SCRIPT} ${TORCH_PYTHON_INTERPS}
DEPENDS ${BUILD_SCRIPT}
WORKING_DIRECTORY ${CMAKE_SOURCE_DIR}/dgl_sparse)
endif(MSVC)
add_dependencies(dgl_sparse dgl)
endif(BUILD_SPARSE)
if(BUILD_GRAPHBOLT)
message(STATUS "Configuring graphbolt library")
file(TO_NATIVE_PATH ${CMAKE_CURRENT_BINARY_DIR} BINDIR)
file(TO_NATIVE_PATH ${CMAKE_COMMAND} CMAKE_CMD)
if(MSVC)
file(TO_NATIVE_PATH ${CMAKE_CURRENT_SOURCE_DIR}/graphbolt/build.bat BUILD_SCRIPT)
add_custom_target(
graphbolt
ALL
${CMAKE_COMMAND} -E env
CMAKE_COMMAND=${CMAKE_CMD}
BINDIR=${BINDIR}
CFLAGS=${CMAKE_C_FLAGS}
CXXFLAGS=${CMAKE_CXX_FLAGS}
LDFLAGS=${CMAKE_SHARED_LINKER_FLAGS}
cmd /e:on /c ${BUILD_SCRIPT} ${TORCH_PYTHON_INTERPS}
DEPENDS ${BUILD_SCRIPT}
WORKING_DIRECTORY ${CMAKE_SOURCE_DIR}/graphbolt)
else(MSVC)
file(TO_NATIVE_PATH ${CMAKE_CURRENT_SOURCE_DIR}/graphbolt/build.sh BUILD_SCRIPT)
add_custom_target(
graphbolt
ALL
${CMAKE_COMMAND} -E env
CMAKE_COMMAND=${CMAKE_CMD}
BINDIR=${CMAKE_CURRENT_BINARY_DIR}
CFLAGS=${CMAKE_C_FLAGS}
CXXFLAGS=${CMAKE_CXX_FLAGS}
LDFLAGS=${CMAKE_SHARED_LINKER_FLAGS}
bash ${BUILD_SCRIPT} ${TORCH_PYTHON_INTERPS}
DEPENDS ${BUILD_SCRIPT}
WORKING_DIRECTORY ${CMAKE_SOURCE_DIR}/graphbolt)
endif(MSVC)
endif(BUILD_GRAPHBOLT)