if((WIN32 AND NOT MSVC) OR OPENCV_CMAKE_FORCE_CUDA) message(STATUS "CUDA: Compilation is disabled (due to only Visual Studio compiler supported on your platform).") return() endif() if((NOT UNIX AND CV_CLANG) OR OPENCV_CMAKE_FORCE_CUDA) message(STATUS "CUDA: Compilation is disabled (due to Clang unsupported on your platform).") return() endif() #set(OPENCV_CMAKE_CUDA_DEBUG 1) if(CUDA_TOOLKIT_ROOT_DIR) set(CUDA_TOOLKIT_TARGET_DIR ${CUDA_TOOLKIT_ROOT_DIR}) endif() if(((NOT CMAKE_VERSION VERSION_LESS "3.9.0") # requires https://gitlab.kitware.com/cmake/cmake/merge_requests/663 OR OPENCV_CUDA_FORCE_EXTERNAL_CMAKE_MODULE) AND NOT OPENCV_CUDA_FORCE_BUILTIN_CMAKE_MODULE) ocv_update(CUDA_LINK_LIBRARIES_KEYWORD "PRIVATE") find_host_package(CUDA "${MIN_VER_CUDA}" QUIET) else() # Use OpenCV's patched "FindCUDA" module set(CMAKE_MODULE_PATH "${OpenCV_SOURCE_DIR}/cmake" ${CMAKE_MODULE_PATH}) if(ANDROID) set(CUDA_TARGET_OS_VARIANT "Android") endif() find_host_package(CUDA "${MIN_VER_CUDA}" QUIET) list(REMOVE_AT CMAKE_MODULE_PATH 0) endif() if(NOT CUDA_FOUND) unset(CUDA_ARCH_BIN CACHE) unset(CUDA_ARCH_PTX CACHE) return() endif() unset(CUDA_nvcuvenc_LIBRARY CACHE) set(HAVE_CUDA 1) if(NOT CUDA_VERSION VERSION_LESS 11.0) # CUDA 11.0 removes nppicom ocv_list_filterout(CUDA_nppi_LIBRARY "nppicom") ocv_list_filterout(CUDA_npp_LIBRARY "nppicom") endif() if(WITH_CUFFT) set(HAVE_CUFFT 1) endif() if(WITH_CUBLAS) set(HAVE_CUBLAS 1) endif() if(WITH_CUDNN) set(CMAKE_MODULE_PATH "${OpenCV_SOURCE_DIR}/cmake" ${CMAKE_MODULE_PATH}) find_host_package(CUDNN "${MIN_VER_CUDNN}") list(REMOVE_AT CMAKE_MODULE_PATH 0) if(CUDNN_FOUND) set(HAVE_CUDNN 1) endif() endif() include(cmake/OpenCVDetectCUDAUtils.cmake) if(WITH_NVCUVID OR WITH_NVCUVENC) set(cuda_toolkit_dirs "${CUDA_TOOLKIT_TARGET_DIR}" "${CUDA_TOOLKIT_ROOT_DIR}") ocv_check_for_nvidia_video_codec_sdk("${cuda_toolkit_dirs}") endif() message(STATUS "CUDA detected: " ${CUDA_VERSION}) ocv_set_cuda_detection_nvcc_flags(CUDA_HOST_COMPILER) ocv_set_cuda_arch_bin_and_ptx(${CUDA_NVCC_EXECUTABLE}) # NVCC flags to be set set(NVCC_FLAGS_EXTRA "") # These vars will be passed into the templates set(OPENCV_CUDA_ARCH_BIN "") set(OPENCV_CUDA_ARCH_PTX "") set(OPENCV_CUDA_ARCH_FEATURES "") # Tell NVCC to add binaries for the specified GPUs string(REGEX MATCHALL "[0-9()]+" ARCH_LIST "${ARCH_BIN_NO_POINTS}") foreach(ARCH IN LISTS ARCH_LIST) if(ARCH MATCHES "([0-9]+)\\(([0-9]+)\\)") # User explicitly specified PTX for the concrete BIN set(NVCC_FLAGS_EXTRA ${NVCC_FLAGS_EXTRA} -gencode arch=compute_${CMAKE_MATCH_2},code=sm_${CMAKE_MATCH_1}) set(OPENCV_CUDA_ARCH_BIN "${OPENCV_CUDA_ARCH_BIN} ${CMAKE_MATCH_1}") set(OPENCV_CUDA_ARCH_FEATURES "${OPENCV_CUDA_ARCH_FEATURES} ${CMAKE_MATCH_2}") else() # User didn't explicitly specify PTX for the concrete BIN, we assume PTX=BIN set(NVCC_FLAGS_EXTRA ${NVCC_FLAGS_EXTRA} -gencode arch=compute_${ARCH},code=sm_${ARCH}) set(OPENCV_CUDA_ARCH_BIN "${OPENCV_CUDA_ARCH_BIN} ${ARCH}") set(OPENCV_CUDA_ARCH_FEATURES "${OPENCV_CUDA_ARCH_FEATURES} ${ARCH}") endif() endforeach() set(NVCC_FLAGS_EXTRA ${NVCC_FLAGS_EXTRA} -D_FORCE_INLINES) # Tell NVCC to add PTX intermediate code for the specified architectures string(REGEX MATCHALL "[0-9]+" ARCH_LIST "${ARCH_PTX_NO_POINTS}") foreach(ARCH IN LISTS ARCH_LIST) set(NVCC_FLAGS_EXTRA ${NVCC_FLAGS_EXTRA} -gencode arch=compute_${ARCH},code=compute_${ARCH}) set(OPENCV_CUDA_ARCH_PTX "${OPENCV_CUDA_ARCH_PTX} ${ARCH}") set(OPENCV_CUDA_ARCH_FEATURES "${OPENCV_CUDA_ARCH_FEATURES} ${ARCH}") endforeach() # These vars will be processed in other scripts set(CUDA_NVCC_FLAGS ${CUDA_NVCC_FLAGS} ${NVCC_FLAGS_EXTRA}) set(OpenCV_CUDA_CC "${NVCC_FLAGS_EXTRA}") if(ANDROID) set(CUDA_NVCC_FLAGS ${CUDA_NVCC_FLAGS} "-Xptxas;-dlcm=ca") endif() ocv_set_nvcc_threads_for_vs() message(STATUS "CUDA: NVCC target flags ${CUDA_NVCC_FLAGS}") OCV_OPTION(CUDA_FAST_MATH "Enable --use_fast_math for CUDA compiler " OFF) if(CUDA_FAST_MATH) set(CUDA_NVCC_FLAGS ${CUDA_NVCC_FLAGS} --use_fast_math) endif() OCV_OPTION(CUDA_ENABLE_DELAYLOAD "Enable delayed loading of CUDA DLLs" OFF VISIBLE_IF MSVC) mark_as_advanced(CUDA_BUILD_CUBIN CUDA_BUILD_EMULATION CUDA_VERBOSE_BUILD CUDA_SDK_ROOT_DIR) macro(ocv_check_windows_crt_linkage) # The new MSVC runtime abstraction is only useable if CUDA is a first class language if(WIN32 AND POLICY CMP0091) cmake_policy(GET CMP0091 MSVC_RUNTIME_SET_BY_ABSTRACTION) if(MSVC_RUNTIME_SET_BY_ABSTRACTION STREQUAL "NEW") if(NOT BUILD_SHARED_LIBS AND BUILD_WITH_STATIC_CRT) set(CMAKE_CXX_FLAGS_RELEASE "${CMAKE_CXX_FLAGS_RELEASE} /MT") set(CMAKE_CXX_FLAGS_DEBUG "${CMAKE_CXX_FLAGS_DEBUG} /MTd") else() set(CMAKE_CXX_FLAGS_RELEASE "${CMAKE_CXX_FLAGS_RELEASE} /MD") set(CMAKE_CXX_FLAGS_DEBUG "${CMAKE_CXX_FLAGS_DEBUG} /MDd") endif() endif() endif() endmacro() macro(ocv_cuda_compile VAR) ocv_cuda_filter_options() ocv_check_windows_crt_linkage() ocv_nvcc_flags() if(UNIX OR APPLE) if(NOT " ${CMAKE_CXX_FLAGS} ${CMAKE_CXX_FLAGS_RELEASE} ${CMAKE_CXX_FLAGS_DEBUG} ${CUDA_NVCC_FLAGS}" MATCHES "-std=") if(CUDA_VERSION VERSION_LESS "11.0") list(APPEND CUDA_NVCC_FLAGS "--std=c++11") else() list(APPEND CUDA_NVCC_FLAGS "--std=c++14") endif() endif() endif() CUDA_COMPILE(${VAR} ${ARGN}) foreach(var CMAKE_CXX_FLAGS CMAKE_CXX_FLAGS_RELEASE CMAKE_CXX_FLAGS_DEBUG) set(${var} "${${var}_backup_in_cuda_compile_}") unset(${var}_backup_in_cuda_compile_) endforeach() endmacro() if(HAVE_CUDA) set(CUDA_LIBS_PATH "") foreach(p ${CUDA_LIBRARIES} ${CUDA_npp_LIBRARY}) get_filename_component(_tmp ${p} PATH) list(APPEND CUDA_LIBS_PATH ${_tmp}) endforeach() if(HAVE_CUBLAS) foreach(p ${CUDA_cublas_LIBRARY}) get_filename_component(_tmp ${p} PATH) list(APPEND CUDA_LIBS_PATH ${_tmp}) endforeach() endif() if(HAVE_CUDNN) foreach(p ${CUDNN_LIBRARIES}) get_filename_component(_tmp ${p} PATH) list(APPEND CUDA_LIBS_PATH ${_tmp}) endforeach() endif() if(HAVE_CUFFT) foreach(p ${CUDA_cufft_LIBRARY}) get_filename_component(_tmp ${p} PATH) list(APPEND CUDA_LIBS_PATH ${_tmp}) endforeach() endif() list(REMOVE_DUPLICATES CUDA_LIBS_PATH) link_directories(${CUDA_LIBS_PATH}) set(CUDA_LIBRARIES_ABS ${CUDA_LIBRARIES}) ocv_convert_to_lib_name(CUDA_LIBRARIES ${CUDA_LIBRARIES}) set(CUDA_npp_LIBRARY_ABS ${CUDA_npp_LIBRARY}) ocv_convert_to_lib_name(CUDA_npp_LIBRARY ${CUDA_npp_LIBRARY}) if(HAVE_CUBLAS) set(CUDA_cublas_LIBRARY_ABS ${CUDA_cublas_LIBRARY}) ocv_convert_to_lib_name(CUDA_cublas_LIBRARY ${CUDA_cublas_LIBRARY}) endif() if(HAVE_CUDNN) set(CUDNN_LIBRARIES_ABS ${CUDNN_LIBRARIES}) ocv_convert_to_lib_name(CUDNN_LIBRARIES ${CUDNN_LIBRARIES}) endif() if(HAVE_CUFFT) set(CUDA_cufft_LIBRARY_ABS ${CUDA_cufft_LIBRARY}) ocv_convert_to_lib_name(CUDA_cufft_LIBRARY ${CUDA_cufft_LIBRARY}) endif() if(CMAKE_GENERATOR MATCHES "Visual Studio" AND NOT OPENCV_SKIP_CUDA_CMAKE_SUPPRESS_REGENERATION ) message(STATUS "CUDA: MSVS generator is detected. Disabling CMake re-run checks (CMAKE_SUPPRESS_REGENERATION=ON). You need to run CMake manually if updates are required.") set(CMAKE_SUPPRESS_REGENERATION ON) endif() endif() if(HAVE_CUDA) ocv_apply_cuda_stub_workaround("${CUDA_CUDA_LIBRARY}") ocv_check_cuda_delayed_load("${CUDA_TOOLKIT_ROOT_DIR}") # ---------------------------------------------------------------------------- # Add CUDA libraries (needed for apps/tools, samples) # ---------------------------------------------------------------------------- set(OPENCV_LINKER_LIBS ${OPENCV_LINKER_LIBS} ${CUDA_LIBRARIES} ${CUDA_npp_LIBRARY}) if(HAVE_CUBLAS) set(OPENCV_LINKER_LIBS ${OPENCV_LINKER_LIBS} ${CUDA_cublas_LIBRARY}) endif() if(HAVE_CUDNN) set(OPENCV_LINKER_LIBS ${OPENCV_LINKER_LIBS} ${CUDNN_LIBRARIES}) endif() if(HAVE_CUFFT) set(OPENCV_LINKER_LIBS ${OPENCV_LINKER_LIBS} ${CUDA_cufft_LIBRARY}) endif() foreach(p ${CUDA_LIBS_PATH}) if(MSVC AND CMAKE_GENERATOR MATCHES "Ninja|JOM") set(OPENCV_LINKER_LIBS ${OPENCV_LINKER_LIBS} ${CMAKE_LIBRARY_PATH_FLAG}"${p}") else() set(OPENCV_LINKER_LIBS ${OPENCV_LINKER_LIBS} ${CMAKE_LIBRARY_PATH_FLAG}${p}) endif() endforeach() endif()