if(NOT __NCCL_INCLUDED) set(__NCCL_INCLUDED TRUE) if(USE_SYSTEM_NCCL) # NCCL_ROOT, NCCL_LIB_DIR, NCCL_INCLUDE_DIR will be accounted in the following line. find_package(NCCL REQUIRED) if(NCCL_FOUND) add_library(__caffe2_nccl INTERFACE) target_link_libraries(__caffe2_nccl INTERFACE ${NCCL_LIBRARIES}) target_include_directories(__caffe2_nccl INTERFACE ${NCCL_INCLUDE_DIRS}) endif() else() torch_cuda_get_nvcc_gencode_flag(NVCC_GENCODE) string(REPLACE "-gencode;" "-gencode=" NVCC_GENCODE "${NVCC_GENCODE}") # this second replacement is needed when there are multiple archs string(REPLACE ";-gencode" " -gencode" NVCC_GENCODE "${NVCC_GENCODE}") if(DEFINED ENV{MAX_JOBS}) set(MAX_JOBS "$ENV{MAX_JOBS}") else() include(ProcessorCount) ProcessorCount(NUM_HARDWARE_THREADS) # Assume 2 hardware threads per cpu core math(EXPR MAX_JOBS "${NUM_HARDWARE_THREADS} / 2") # ProcessorCount might return 0, set to a positive number if(MAX_JOBS LESS 2) set(MAX_JOBS 2) endif() endif() if("${CMAKE_GENERATOR}" MATCHES "Make") # Recursive make with jobserver for parallelism, and also put a load limit # here to avoid flaky OOM, https://www.gnu.org/software/make/manual/html_node/Parallel.html set(MAKE_COMMAND "$(MAKE)" "-l${MAX_JOBS}") else() # Parallel build with CPU load limit to avoid oversubscription set(MAKE_COMMAND "make" "-j${MAX_JOBS}" "-l${MAX_JOBS}") endif() set(__NCCL_BUILD_DIR "${CMAKE_CURRENT_BINARY_DIR}/nccl") ExternalProject_Add(nccl_external SOURCE_DIR ${PROJECT_SOURCE_DIR}/third_party/nccl/nccl BUILD_IN_SOURCE 1 CONFIGURE_COMMAND "" BUILD_COMMAND ${MAKE_COMMAND} "CXX=${CMAKE_CXX_COMPILER}" "CUDA_HOME=${CUDA_TOOLKIT_ROOT_DIR}" "NVCC=${CUDA_NVCC_EXECUTABLE}" "NVCC_GENCODE=${NVCC_GENCODE}" "BUILDDIR=${__NCCL_BUILD_DIR}" "VERBOSE=0" "DEBUG=0" BUILD_BYPRODUCTS "${__NCCL_BUILD_DIR}/lib/libnccl_static.a" INSTALL_COMMAND "" ) # Detect objcopy version execute_process(COMMAND "${CMAKE_OBJCOPY}" "--version" OUTPUT_VARIABLE OBJCOPY_VERSION_STR) string(REGEX REPLACE "GNU objcopy .+ ([0-9])\\.([0-9]+).*" "\\1" OBJCOPY_VERSION_MAJOR ${OBJCOPY_VERSION_STR}) string(REGEX REPLACE "GNU objcopy .+ ([0-9])\\.([0-9]+).*" "\\2" OBJCOPY_VERSION_MINOR ${OBJCOPY_VERSION_STR}) # TODO: Replace me with SKIP_NCCL_SLIMMING option (and investigate why it does not work on newer compilers) if("$ENV{BUILD_ENVIRONMENT}" MATCHES ".*-libtorch-cxx11-abi$") # See https://github.com/pytorch/pytorch/issues/83887 message(WARNING "Skip NCCL library slimming for cxx11-abi builds") set(__NCCL_LIBRARY_DEP nccl_external) set(NCCL_LIBRARIES ${__NCCL_BUILD_DIR}/lib/libnccl_static.a) elseif((${OBJCOPY_VERSION_MAJOR} GREATER 2) OR ((${OBJCOPY_VERSION_MAJOR} EQUAL 2) AND (${OBJCOPY_VERSION_MINOR} GREATER 27))) message(WARNING "Enabling NCCL library slimming") add_custom_command( OUTPUT "${__NCCL_BUILD_DIR}/lib/libnccl_slim_static.a" DEPENDS nccl_external COMMAND "${CMAKE_COMMAND}" -E make_directory "${__NCCL_BUILD_DIR}/objects" COMMAND cd objects COMMAND "${CMAKE_AR}" x "${__NCCL_BUILD_DIR}/lib/libnccl_static.a" COMMAND for obj in all_gather_* all_reduce_* broadcast_* reduce_*.o$ do "${CMAKE_OBJCOPY}" --remove-relocations .nvFatBinSegment --remove-section __nv_relfatbin $$obj$ done COMMAND "${CMAKE_AR}" cr "${__NCCL_BUILD_DIR}/lib/libnccl_slim_static.a" "*.o" COMMAND "${CMAKE_AR}" xN 1 "${__NCCL_BUILD_DIR}/lib/libnccl_static.a" net.o COMMAND "${CMAKE_AR}" q "${__NCCL_BUILD_DIR}/lib/libnccl_slim_static.a" net.o COMMAND cd - COMMAND "${CMAKE_COMMAND}" -E remove_directory "${__NCCL_BUILD_DIR}/objects" WORKING_DIRECTORY "${__NCCL_BUILD_DIR}" COMMENT "Slimming NCCL" ) add_custom_target(nccl_slim_external DEPENDS "${__NCCL_BUILD_DIR}/lib/libnccl_slim_static.a") set(__NCCL_LIBRARY_DEP nccl_slim_external) set(NCCL_LIBRARIES ${__NCCL_BUILD_DIR}/lib/libnccl_slim_static.a) else() message(WARNING "Objcopy version is too old to support NCCL library slimming") set(__NCCL_LIBRARY_DEP nccl_external) set(NCCL_LIBRARIES ${__NCCL_BUILD_DIR}/lib/libnccl_static.a) endif() set(NCCL_FOUND TRUE) add_library(__caffe2_nccl INTERFACE) # The following old-style variables are set so that other libs, such as Gloo, # can still use it. set(NCCL_INCLUDE_DIRS ${__NCCL_BUILD_DIR}/include) add_dependencies(__caffe2_nccl ${__NCCL_LIBRARY_DEP}) target_link_libraries(__caffe2_nccl INTERFACE ${NCCL_LIBRARIES}) target_include_directories(__caffe2_nccl INTERFACE ${NCCL_INCLUDE_DIRS}) # nccl includes calls to shm_open/shm_close and therefore must depend on librt on Linux if(CMAKE_SYSTEM_NAME STREQUAL "Linux") target_link_libraries(__caffe2_nccl INTERFACE rt) endif() endif() endif()