# Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (the # "License"); you may not use this file except in compliance # with the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, # software distributed under the License is distributed on an # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY # KIND, either express or implied. See the License for the # specific language governing permissions and limitations # under the License. #this file is CUDA help function with CMAKE first class CUDA include(CheckCXXCompilerFlag) check_cxx_compiler_flag("-std=c++11" SUPPORT_CXX11) if(USE_CXX14_IF_AVAILABLE) check_cxx_compiler_flag("-std=c++14" SUPPORT_CXX14) endif() ################################################################################################ # Short command for cuDNN detection. Believe it soon will be a part of CUDA toolkit distribution. # That's why not FindcuDNN.cmake file, but just the macro # Usage: # detect_cuDNN() function(detect_cuDNN) set(CUDNN_ROOT "" CACHE PATH "CUDNN root folder") find_path(CUDNN_INCLUDE cudnn.h PATHS ${CUDNN_ROOT} $ENV{CUDNN_ROOT} DOC "Path to cuDNN include directory." ) find_library(CUDNN_LIBRARY NAMES libcudnn.so cudnn.lib # libcudnn_static.a PATHS ${CUDNN_ROOT} $ENV{CUDNN_ROOT} ${CUDNN_INCLUDE} PATH_SUFFIXES lib lib/x64 DOC "Path to cuDNN library.") if(CUDNN_INCLUDE AND CUDNN_LIBRARY) set(HAVE_CUDNN TRUE PARENT_SCOPE) set(CUDNN_FOUND TRUE PARENT_SCOPE) mark_as_advanced(CUDNN_INCLUDE CUDNN_LIBRARY CUDNN_ROOT) message(STATUS "Found cuDNN (include: ${CUDNN_INCLUDE}, library: ${CUDNN_LIBRARY})") endif() endfunction() ################################################################################################ # A function for automatic detection of GPUs installed (if autodetection is enabled) # Usage: # mshadow_detect_installed_gpus(out_variable) function(mshadow_detect_installed_gpus out_variable) if(NOT CUDA_gpu_detect_output) set(__cufile ${PROJECT_BINARY_DIR}/detect_cuda_archs.cu) file(WRITE ${__cufile} "" "#include \n" "int main()\n" "{\n" " int count = 0;\n" " if (cudaSuccess != cudaGetDeviceCount(&count)) return -1;\n" " if (count == 0) return -1;\n" " for (int device = 0; device < count; ++device)\n" " {\n" " cudaDeviceProp prop;\n" " if (cudaSuccess == cudaGetDeviceProperties(&prop, device))\n" " std::printf(\"%d.%d \", prop.major, prop.minor);\n" " }\n" " return 0;\n" "}\n") enable_language(CUDA) try_run(__nvcc_res __compile_result ${PROJECT_BINARY_DIR} ${__cufile} COMPILE_OUTPUT_VARIABLE __compile_out RUN_OUTPUT_VARIABLE __nvcc_out) if(__nvcc_res EQUAL 0 AND __compile_result) # nvcc outputs text containing line breaks when building with MSVC. # The line below prevents CMake from inserting a variable with line # breaks in the cache string(REGEX MATCH "([1-9].[0-9])" __nvcc_out "${__nvcc_out}") string(REPLACE "2.1" "2.1(2.0)" __nvcc_out "${__nvcc_out}") set(CUDA_gpu_detect_output ${__nvcc_out}) else() message(WARNING "Running GPU detection script with nvcc failed: ${__nvcc_out} ${__compile_out}") endif() endif() if(NOT CUDA_gpu_detect_output) message(WARNING "Automatic GPU detection failed. Building for all known architectures (${mxnet_known_gpu_archs}).") set(${out_variable} ${mxnet_known_gpu_archs} PARENT_SCOPE) else() set(${out_variable} ${CUDA_gpu_detect_output} PARENT_SCOPE) endif() endfunction() # This list will be used for CUDA_ARCH_NAME = All option set(CUDA_KNOWN_GPU_ARCHITECTURES "Kepler" "Maxwell") # This list will be used for CUDA_ARCH_NAME = Common option (enabled by default) set(CUDA_COMMON_GPU_ARCHITECTURES "3.0" "3.5" "5.0") if (CUDA_TOOLSET VERSION_GREATER "6.5") list(APPEND CUDA_KNOWN_GPU_ARCHITECTURES "Kepler+Tegra" "Kepler+Tesla" "Maxwell+Tegra") list(APPEND CUDA_COMMON_GPU_ARCHITECTURES "5.2" "3.7") endif () if (CUDA_TOOLSET VERSION_GREATER "7.5") list(APPEND CUDA_KNOWN_GPU_ARCHITECTURES "Pascal") list(APPEND CUDA_COMMON_GPU_ARCHITECTURES "6.0" "6.1" "6.1+PTX") else() list(APPEND CUDA_COMMON_GPU_ARCHITECTURES "5.2+PTX") endif () if (CUDA_TOOLSET VERSION_GREATER "9.0") list(APPEND CUDA_KNOWN_GPU_ARCHITECTURES "Volta") list(APPEND CUDA_COMMON_GPU_ARCHITECTURES "7.0") endif() if (CUDA_TOOLSET VERSION_GREATER "10.0") list(APPEND CUDA_KNOWN_GPU_ARCHITECTURES "Turing") list(APPEND CUDA_COMMON_GPU_ARCHITECTURES "7.5") endif() ################################################################################################ # Function for selecting GPU arch flags for nvcc based on CUDA_ARCH_NAME # Usage: # mshadow_select_nvcc_arch_flags(out_variable) function(mshadow_select_nvcc_arch_flags out_variable) set(CUDA_ARCH_LIST "Auto" CACHE STRING "Select target NVIDIA GPU achitecture.") set_property( CACHE CUDA_ARCH_LIST PROPERTY STRINGS "" "Auto" "All" "Common" ${CUDA_KNOWN_GPU_ARCHITECTURES} ) mark_as_advanced(CUDA_ARCH_NAME) if("X${CUDA_ARCH_LIST}" STREQUAL "X" ) set(CUDA_ARCH_LIST "All") endif() set(cuda_arch_bin) set(cuda_arch_ptx) message(STATUS " CUDA_ARCH_LIST: ${CUDA_ARCH_LIST}") if("${CUDA_ARCH_LIST}" STREQUAL "All") set(CUDA_ARCH_LIST ${CUDA_KNOWN_GPU_ARCHITECTURES}) elseif("${CUDA_ARCH_LIST}" STREQUAL "Common") set(CUDA_ARCH_LIST ${CUDA_COMMON_GPU_ARCHITECTURES}) elseif("${CUDA_ARCH_LIST}" STREQUAL "Auto" OR "${CUDA_ARCH_LIST}" STREQUAL "") set(mxnet_known_gpu_archs ${CUDA_COMMON_GPU_ARCHITECTURES}) mshadow_detect_installed_gpus(CUDA_ARCH_LIST) message(STATUS "Autodetected CUDA architecture(s): ${CUDA_ARCH_LIST}") endif() # Now process the list and look for names string(REGEX REPLACE "[ \t]+" ";" CUDA_ARCH_LIST "${CUDA_ARCH_LIST}") list(REMOVE_DUPLICATES CUDA_ARCH_LIST) foreach(arch_name ${CUDA_ARCH_LIST}) set(arch_bin) set(arch_ptx) set(add_ptx FALSE) # Check to see if we are compiling PTX if(arch_name MATCHES "(.*)\\+PTX$") set(add_ptx TRUE) set(arch_name ${CMAKE_MATCH_1}) endif() if(arch_name MATCHES "^([0-9]\\.[0-9](\\([0-9]\\.[0-9]\\))?)$") set(arch_bin ${CMAKE_MATCH_1}) set(arch_ptx ${arch_bin}) else() # Look for it in our list of known architectures if(${arch_name} STREQUAL "Fermi") if (CUDA_TOOLSET VERSION_LESS "8.0") set(arch_bin 2.0 "2.1(2.0)") endif() elseif(${arch_name} STREQUAL "Kepler+Tegra") set(arch_bin 3.2) elseif(${arch_name} STREQUAL "Kepler+Tesla") set(arch_bin 3.7) elseif(${arch_name} STREQUAL "Kepler") set(arch_bin 3.0 3.5) set(arch_ptx 3.5) elseif(${arch_name} STREQUAL "Maxwell+Tegra") set(arch_bin 5.3) elseif(${arch_name} STREQUAL "Maxwell") set(arch_bin 5.0 5.2) set(arch_ptx 5.2) elseif(${arch_name} STREQUAL "Pascal") set(arch_bin 6.0 6.1) set(arch_ptx 6.1) elseif(${arch_name} STREQUAL "Volta") set(arch_bin 7.0) set(arch_ptx 7.0) elseif(${arch_name} STREQUAL "Turing") set(arch_bin 7.5) set(arch_ptx 7.5) else() message(SEND_ERROR "Unknown CUDA Architecture Name ${arch_name} in CUDA_SELECT_NVCC_ARCH_FLAGS") endif() endif() list(APPEND cuda_arch_bin ${arch_bin}) if(add_ptx) if (NOT arch_ptx) set(arch_ptx ${arch_bin}) endif() list(APPEND cuda_arch_ptx ${arch_ptx}) endif() endforeach() # remove dots and convert to lists string(REGEX REPLACE "\\." "" cuda_arch_bin "${cuda_arch_bin}") string(REGEX REPLACE "\\." "" cuda_arch_ptx "${cuda_arch_ptx}") string(REGEX MATCHALL "[0-9()]+" cuda_arch_bin "${cuda_arch_bin}") string(REGEX MATCHALL "[0-9]+" cuda_arch_ptx "${cuda_arch_ptx}") if(cuda_arch_bin) list(REMOVE_DUPLICATES cuda_arch_bin) endif() if(cuda_arch_ptx) list(REMOVE_DUPLICATES cuda_arch_ptx) endif() message(STATUS "cuda arch bin: ${cuda_arch_bin}") message(STATUS "cuda arch ptx: ${cuda_arch_ptx}") set(nvcc_flags "") set(nvcc_archs_readable "") # Tell NVCC to add binaries for the specified GPUs foreach(arch ${cuda_arch_bin}) if(arch MATCHES "([0-9]+)\\(([0-9]+)\\)") # User explicitly specified ARCH for the concrete CODE list(APPEND nvcc_flags -gencode arch=compute_${CMAKE_MATCH_2},code=sm_${CMAKE_MATCH_1}) list(APPEND nvcc_archs_readable sm_${CMAKE_MATCH_1}) else() # User didn't explicitly specify ARCH for the concrete CODE, we assume ARCH=CODE list(APPEND nvcc_flags -gencode arch=compute_${arch},code=sm_${arch}) list(APPEND nvcc_archs_readable sm_${arch}) endif() endforeach() # Tell NVCC to add PTX intermediate code for the specified architectures foreach(arch ${cuda_arch_ptx}) list(APPEND nvcc_flags -gencode arch=compute_${arch},code=compute_${arch}) list(APPEND nvcc_archs_readable compute_${arch}) endforeach() if(NOT MSVC) if(SUPPORT_CXX14) list(APPEND nvcc_flags "-std=c++14") elseif(SUPPORT_CXX11) list(APPEND nvcc_flags "-std=c++11") endif() endif() string (REPLACE " " ";" CMAKE_CXX_FLAGS_STR "${CMAKE_CXX_FLAGS}") foreach(_flag ${CMAKE_CXX_FLAGS_STR}) # Remove -std=c++XX flags if(NOT "${_flag}" MATCHES "-std=.+") # Remove link flags if(NOT "${_flag}" MATCHES "-Wl,.+") list(APPEND nvcc_flags "-Xcompiler ${_flag}") endif() endif() endforeach() string(REPLACE ";" " " nvcc_archs_readable "${nvcc_archs_readable}") set(${out_variable} ${nvcc_flags} PARENT_SCOPE) set(${out_variable}_readable ${nvcc_archs_readable} PARENT_SCOPE) endfunction()