| # Synopsis: | |
| # CUDA_SELECT_NVCC_ARCH_FLAGS(out_variable [target_CUDA_architectures]) | |
| # -- Selects GPU arch flags for nvcc based on target_CUDA_architectures | |
| # target_CUDA_architectures : Auto | Common | All | LIST(ARCH_AND_PTX ...) | |
| # - "Auto" detects local machine GPU compute arch at runtime. | |
| # - "Common" and "All" cover common and entire subsets of architectures | |
| # ARCH_AND_PTX : NAME | NUM.NUM | NUM.NUM(NUM.NUM) | NUM.NUM+PTX | |
| # NAME: Fermi Kepler Maxwell Kepler+Tegra Kepler+Tesla Maxwell+Tegra Pascal Volta Turing Ampere | |
| # NUM: Any number. Only those pairs are currently accepted by NVCC though: | |
| # 2.0 2.1 3.0 3.2 3.5 3.7 5.0 5.2 5.3 6.0 6.2 7.0 7.2 7.5 8.0 8.6 | |
| # Returns LIST of flags to be added to CUDA_NVCC_FLAGS in ${out_variable} | |
| # Additionally, sets ${out_variable}_readable to the resulting numeric list | |
| # Example: | |
| # CUDA_SELECT_NVCC_ARCH_FLAGS(ARCH_FLAGS 3.0 3.5+PTX 5.2(5.0) Maxwell) | |
| # list(APPEND CUDA_NVCC_FLAGS ${ARCH_FLAGS}) | |
| # | |
| # More info on CUDA architectures: https://en.wikipedia.org/wiki/CUDA | |
| # | |
| if(CMAKE_CUDA_COMPILER_LOADED) # CUDA as a language | |
| if(CMAKE_CUDA_COMPILER_ID STREQUAL "NVIDIA" | |
| AND CMAKE_CUDA_COMPILER_VERSION MATCHES "^([0-9]+\\.[0-9]+)") | |
| set(CUDA_VERSION "${CMAKE_MATCH_1}") | |
| endif() | |
| endif() | |
| # See: https://docs.nvidia.com/cuda/cuda-compiler-driver-nvcc/index.html#gpu-feature-list | |
| # Additions, deprecations, and removals can be found in the release notes: | |
| # https://developer.nvidia.com/cuda-toolkit-archive | |
| # The initial status here is for CUDA 7.0 | |
| set(CUDA_KNOWN_GPU_ARCHITECTURES "Fermi" "Kepler" "Maxwell" "Kepler+Tegra" "Kepler+Tesla" "Maxwell+Tegra") | |
| set(CUDA_COMMON_GPU_ARCHITECTURES "2.0" "2.1" "3.0" "3.5" "5.0" "5.3") | |
| set(CUDA_LIMIT_GPU_ARCHITECTURE "6.0") | |
| set(CUDA_ALL_GPU_ARCHITECTURES "2.0" "2.1" "3.0" "3.2" "3.5" "3.7" "5.0" "5.2" "5.3") | |
| set(_CUDA_MAX_COMMON_ARCHITECTURE "5.2+PTX") | |
| if(CUDA_VERSION VERSION_GREATER_EQUAL "8.0") | |
| list(APPEND CUDA_KNOWN_GPU_ARCHITECTURES "Pascal") | |
| list(APPEND CUDA_COMMON_GPU_ARCHITECTURES "6.0" "6.1") | |
| list(APPEND CUDA_ALL_GPU_ARCHITECTURES "6.0" "6.1" "6.2") | |
| set(_CUDA_MAX_COMMON_ARCHITECTURE "6.2+PTX") | |
| set(CUDA_LIMIT_GPU_ARCHITECTURE "7.0") | |
| list(REMOVE_ITEM CUDA_COMMON_GPU_ARCHITECTURES "2.0" "2.1") | |
| endif () | |
| if(CUDA_VERSION VERSION_GREATER_EQUAL "9.0") | |
| list(APPEND CUDA_KNOWN_GPU_ARCHITECTURES "Volta") | |
| list(APPEND CUDA_COMMON_GPU_ARCHITECTURES "7.0") | |
| list(APPEND CUDA_ALL_GPU_ARCHITECTURES "7.0" "7.2") | |
| set(_CUDA_MAX_COMMON_ARCHITECTURE "7.2+PTX") | |
| set(CUDA_LIMIT_GPU_ARCHITECTURE "8.0") | |
| list(REMOVE_ITEM CUDA_KNOWN_GPU_ARCHITECTURES "Fermi") | |
| list(REMOVE_ITEM CUDA_ALL_GPU_ARCHITECTURES "2.0" "2.1") | |
| endif() | |
| if(CUDA_VERSION VERSION_GREATER_EQUAL "10.0") | |
| list(APPEND CUDA_KNOWN_GPU_ARCHITECTURES "Turing") | |
| list(APPEND CUDA_COMMON_GPU_ARCHITECTURES "7.5") | |
| list(APPEND CUDA_ALL_GPU_ARCHITECTURES "7.5") | |
| set(_CUDA_MAX_COMMON_ARCHITECTURE "7.5+PTX") | |
| set(CUDA_LIMIT_GPU_ARCHITECTURE "8.0") | |
| list(REMOVE_ITEM CUDA_COMMON_GPU_ARCHITECTURES "3.0") | |
| endif() | |
| # https://docs.nvidia.com/cuda/archive/11.0/cuda-toolkit-release-notes/index.html#cuda-general-new-features | |
| # https://docs.nvidia.com/cuda/archive/11.0/cuda-toolkit-release-notes/index.html#deprecated-features | |
| if(CUDA_VERSION VERSION_GREATER_EQUAL "11.0") | |
| list(APPEND CUDA_KNOWN_GPU_ARCHITECTURES "Ampere") | |
| list(APPEND CUDA_COMMON_GPU_ARCHITECTURES "8.0") | |
| list(APPEND CUDA_ALL_GPU_ARCHITECTURES "8.0") | |
| set(_CUDA_MAX_COMMON_ARCHITECTURE "8.0+PTX") | |
| set(CUDA_LIMIT_GPU_ARCHITECTURE "8.6") | |
| list(REMOVE_ITEM CUDA_COMMON_GPU_ARCHITECTURES "3.5" "5.0") | |
| list(REMOVE_ITEM CUDA_ALL_GPU_ARCHITECTURES "3.0" "3.2") | |
| endif() | |
| if(CUDA_VERSION VERSION_GREATER_EQUAL "11.1") | |
| list(APPEND CUDA_COMMON_GPU_ARCHITECTURES "8.6") | |
| list(APPEND CUDA_ALL_GPU_ARCHITECTURES "8.6") | |
| set(_CUDA_MAX_COMMON_ARCHITECTURE "8.6+PTX") | |
| set(CUDA_LIMIT_GPU_ARCHITECTURE "9.0") | |
| endif() | |
| list(APPEND CUDA_COMMON_GPU_ARCHITECTURES "${_CUDA_MAX_COMMON_ARCHITECTURE}") | |
| # Check with: cmake -DCUDA_VERSION=7.0 -P select_compute_arch.cmake | |
| if(DEFINED CMAKE_SCRIPT_MODE_FILE) | |
| include(CMakePrintHelpers) | |
| cmake_print_variables(CUDA_KNOWN_GPU_ARCHITECTURES) | |
| cmake_print_variables(CUDA_COMMON_GPU_ARCHITECTURES) | |
| cmake_print_variables(CUDA_LIMIT_GPU_ARCHITECTURE) | |
| cmake_print_variables(CUDA_ALL_GPU_ARCHITECTURES) | |
| endif() | |
| ################################################################################################ | |
| # A function for automatic detection of GPUs installed (if autodetection is enabled) | |
| # Usage: | |
| # CUDA_DETECT_INSTALLED_GPUS(OUT_VARIABLE) | |
| # | |
| function(CUDA_DETECT_INSTALLED_GPUS OUT_VARIABLE) | |
| if(NOT CUDA_GPU_DETECT_OUTPUT) | |
| if(CMAKE_CUDA_COMPILER_LOADED) # CUDA as a language | |
| set(file "${PROJECT_BINARY_DIR}/detect_cuda_compute_capabilities.cu") | |
| else() | |
| set(file "${PROJECT_BINARY_DIR}/detect_cuda_compute_capabilities.cpp") | |
| endif() | |
| file(WRITE ${file} "" | |
| "#include <cuda_runtime.h>\n" | |
| "#include <cstdio>\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") | |
| if(CMAKE_CUDA_COMPILER_LOADED) # CUDA as a language | |
| try_run(run_result compile_result SOURCES ${file} | |
| RUN_OUTPUT_VARIABLE compute_capabilities) | |
| else() | |
| try_run(run_result compile_result SOURCES ${file} | |
| CMAKE_FLAGS "-DINCLUDE_DIRECTORIES=${CUDA_INCLUDE_DIRS}" | |
| LINK_LIBRARIES ${CUDA_LIBRARIES} | |
| RUN_OUTPUT_VARIABLE compute_capabilities) | |
| endif() | |
| # Filter unrelated content out of the output. | |
| string(REGEX MATCHALL "[0-9]+\\.[0-9]+" compute_capabilities "${compute_capabilities}") | |
| if(run_result EQUAL 0) | |
| string(REPLACE "2.1" "2.1(2.0)" compute_capabilities "${compute_capabilities}") | |
| set(CUDA_GPU_DETECT_OUTPUT ${compute_capabilities} | |
| CACHE INTERNAL "Returned GPU architectures from detect_gpus tool" FORCE) | |
| endif() | |
| endif() | |
| if(NOT CUDA_GPU_DETECT_OUTPUT) | |
| message(STATUS "Automatic GPU detection failed. Building for common architectures.") | |
| set(${OUT_VARIABLE} ${CUDA_COMMON_GPU_ARCHITECTURES} PARENT_SCOPE) | |
| else() | |
| # Filter based on CUDA version supported archs | |
| set(CUDA_GPU_DETECT_OUTPUT_FILTERED "") | |
| separate_arguments(CUDA_GPU_DETECT_OUTPUT) | |
| foreach(ITEM IN ITEMS ${CUDA_GPU_DETECT_OUTPUT}) | |
| if(CUDA_LIMIT_GPU_ARCHITECTURE AND ITEM VERSION_GREATER_EQUAL CUDA_LIMIT_GPU_ARCHITECTURE) | |
| list(GET CUDA_COMMON_GPU_ARCHITECTURES -1 NEWITEM) | |
| string(APPEND CUDA_GPU_DETECT_OUTPUT_FILTERED " ${NEWITEM}") | |
| else() | |
| string(APPEND CUDA_GPU_DETECT_OUTPUT_FILTERED " ${ITEM}") | |
| endif() | |
| endforeach() | |
| set(${OUT_VARIABLE} ${CUDA_GPU_DETECT_OUTPUT_FILTERED} PARENT_SCOPE) | |
| endif() | |
| endfunction() | |
| ################################################################################################ | |
| # Function for selecting GPU arch flags for nvcc based on CUDA architectures from parameter list | |
| # Usage: | |
| # SELECT_NVCC_ARCH_FLAGS(out_variable [list of CUDA compute archs]) | |
| function(CUDA_SELECT_NVCC_ARCH_FLAGS out_variable) | |
| set(CUDA_ARCH_LIST "${ARGN}") | |
| if("X${CUDA_ARCH_LIST}" STREQUAL "X" ) | |
| set(CUDA_ARCH_LIST "Auto") | |
| endif() | |
| set(cuda_arch_bin) | |
| set(cuda_arch_ptx) | |
| if("${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") | |
| CUDA_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") | |
| set(arch_bin 2.0 "2.1(2.0)") | |
| 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(${arch_name} STREQUAL "Volta") | |
| set(arch_bin 7.0 7.0) | |
| set(arch_ptx 7.0) | |
| elseif(${arch_name} STREQUAL "Turing") | |
| set(arch_bin 7.5) | |
| set(arch_ptx 7.5) | |
| elseif(${arch_name} STREQUAL "Ampere") | |
| set(arch_bin 8.0) | |
| set(arch_ptx 8.0) | |
| else() | |
| message(SEND_ERROR "Unknown CUDA Architecture Name ${arch_name} in CUDA_SELECT_NVCC_ARCH_FLAGS") | |
| endif() | |
| endif() | |
| if(NOT arch_bin) | |
| message(SEND_ERROR "arch_bin wasn't set for some reason") | |
| 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() | |
| 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() | |
| 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() |