if(WINRT) ocv_module_disable(dnn) endif() if(NOT HAVE_PROTOBUF) ocv_module_disable(opencv_dnn) endif() set(the_description "Deep neural network module. It allows to load models from different frameworks and to make forward pass") ocv_add_dispatched_file_force_all("layers/layers_common" AVX AVX2 AVX512_SKX) ocv_add_module(dnn opencv_core opencv_imgproc WRAP python java objc js) ocv_option(OPENCV_DNN_OPENCL "Build with OpenCL support" HAVE_OPENCL AND NOT APPLE) if(HAVE_TENGINE) add_definitions(-DHAVE_TENGINE=1) endif() if(OPENCV_DNN_OPENCL AND HAVE_OPENCL) add_definitions(-DCV_OCL4DNN=1) endif() ocv_option(OPENCV_DNN_CUDA "Build with CUDA support" HAVE_CUDA AND HAVE_CUBLAS AND HAVE_CUDNN ) if(OPENCV_DNN_CUDA) if(HAVE_CUDA AND HAVE_CUBLAS AND HAVE_CUDNN) add_definitions(-DCV_CUDA4DNN=1) else() if(NOT HAVE_CUDA) message(SEND_ERROR "DNN: CUDA backend requires CUDA Toolkit. Please resolve dependency or disable OPENCV_DNN_CUDA=OFF") elseif(NOT HAVE_CUBLAS) message(SEND_ERROR "DNN: CUDA backend requires cuBLAS. Please resolve dependency or disable OPENCV_DNN_CUDA=OFF") elseif(NOT HAVE_CUDNN) message(SEND_ERROR "DNN: CUDA backend requires cuDNN. Please resolve dependency or disable OPENCV_DNN_CUDA=OFF") endif() endif() endif() ocv_cmake_hook_append(INIT_MODULE_SOURCES_opencv_dnn "${CMAKE_CURRENT_LIST_DIR}/cmake/hooks/INIT_MODULE_SOURCES_opencv_dnn.cmake") if(MSVC) add_definitions( -D_CRT_SECURE_NO_WARNINGS=1 ) ocv_warnings_disable(CMAKE_CXX_FLAGS /wd4244 /wd4267 /wd4018 /wd4355 /wd4800 /wd4251 /wd4996 /wd4146 /wd4305 /wd4127 /wd4100 /wd4512 /wd4125 /wd4389 /wd4510 /wd4610 /wd4702 /wd4456 /wd4457 /wd4065 /wd4310 /wd4661 /wd4506 ) else() ocv_warnings_disable(CMAKE_CXX_FLAGS -Wno-deprecated -Wmissing-prototypes -Wmissing-declarations -Wshadow -Wunused-parameter -Wsign-compare ) endif() if(HAVE_CUDA) ocv_warnings_disable(CMAKE_CXX_FLAGS -Wundef) endif() if(NOT HAVE_CXX11) ocv_warnings_disable(CMAKE_CXX_FLAGS -Wno-undef) # LANG_CXX11 from protobuf files endif() if(APPLE_FRAMEWORK) ocv_warnings_disable(CMAKE_CXX_FLAGS -Wshorten-64-to-32) endif() if(ANDROID) add_definitions(-DDISABLE_POSIX_MEMALIGN -DTH_DISABLE_HEAP_TRACKING) endif() if(NOT BUILD_PROTOBUF) add_definitions(-DOPENCV_DNN_EXTERNAL_PROTOBUF=1) endif() add_definitions(-DHAVE_PROTOBUF=1) #suppress warnings in autogenerated caffe.pb.* files ocv_warnings_disable(CMAKE_CXX_FLAGS /wd4125 /wd4267 /wd4127 /wd4244 /wd4512 /wd4702 /wd4456 /wd4510 /wd4610 /wd4800 /wd4701 /wd4703 # potentially uninitialized local/pointer variable 'value' used /wd4505 # unreferenced local function has been removed /wd4458 # declaration of 'x' hides class member. GCC still works, MSVC bug is here: https://developercommunity.visualstudio.com/content/problem/219311/c-c4458-declaration-hides-class-member-warning-iss.html -wd858 -wd2196 -Winvalid-offsetof # Apple Clang (attr_value.pb.cc) ) set(include_dirs "") set(libs "") if(PROTOBUF_UPDATE_FILES) file(GLOB proto_files "${CMAKE_CURRENT_LIST_DIR}/src/tensorflow/*.proto" "${CMAKE_CURRENT_LIST_DIR}/src/caffe/opencv-caffe.proto" "${CMAKE_CURRENT_LIST_DIR}/src/onnx/opencv-onnx.proto") set(PROTOBUF_GENERATE_CPP_APPEND_PATH ON) # required for tensorflow protobuf_generate_cpp(fw_srcs fw_hdrs ${proto_files}) else() file(GLOB fw_srcs "${CMAKE_CURRENT_LIST_DIR}/misc/tensorflow/*.cc" "${CMAKE_CURRENT_LIST_DIR}/misc/caffe/opencv-caffe.pb.cc" "${CMAKE_CURRENT_LIST_DIR}/misc/onnx/opencv-onnx.pb.cc") file(GLOB fw_hdrs "${CMAKE_CURRENT_LIST_DIR}/misc/tensorflow/*.h" "${CMAKE_CURRENT_LIST_DIR}/misc/caffe/opencv-caffe.pb.h" "${CMAKE_CURRENT_LIST_DIR}/misc/onnx/opencv-onnx.pb.h") set(fw_inc "${CMAKE_CURRENT_LIST_DIR}/misc/caffe" "${CMAKE_CURRENT_LIST_DIR}/misc/tensorflow" "${CMAKE_CURRENT_LIST_DIR}/misc/onnx") endif() list(APPEND include_dirs ${fw_inc}) list(APPEND libs ${Protobuf_LIBRARIES}) if(NOT BUILD_PROTOBUF) list(APPEND include_dirs ${Protobuf_INCLUDE_DIRS}) endif() set(sources_options "") list(APPEND libs ${LAPACK_LIBRARIES}) if(OPENCV_DNN_OPENCL AND HAVE_OPENCL) list(APPEND include_dirs ${OPENCL_INCLUDE_DIRS}) else() set(sources_options EXCLUDE_OPENCL) endif() if(OPENCV_DNN_CUDA AND HAVE_CUDA AND HAVE_CUBLAS AND HAVE_CUDNN) list(APPEND include_dirs ${CUDA_TOOLKIT_INCLUDE} ${CUDNN_INCLUDE_DIRS}) set(CC_LIST ${CUDA_ARCH_BIN}) separate_arguments(CC_LIST) foreach(cc ${CC_LIST}) if(cc VERSION_LESS 3.0) message(FATAL_ERROR "CUDA backend for DNN module requires CC 3.0 or higher. Please remove unsupported architectures from CUDA_ARCH_BIN option or disable OPENCV_DNN_CUDA=OFF.") endif() endforeach() unset(CC_LIST) else() set(sources_options ${sources_options} EXCLUDE_CUDA) endif() if(HAVE_TENGINE) list(APPEND include_dirs ${TENGINE_INCLUDE_DIRS}) list(APPEND libs -Wl,--whole-archive ${TENGINE_LIBRARIES} -Wl,--no-whole-archive) endif() ocv_module_include_directories(${include_dirs}) if(CMAKE_CXX_COMPILER_ID STREQUAL "GNU") ocv_append_source_files_cxx_compiler_options(fw_srcs "-Wno-suggest-override") # GCC ocv_append_source_files_cxx_compiler_options(fw_srcs "-Wno-array-bounds") # GCC 9.3.0 (Ubuntu 20.04) elseif(CMAKE_CXX_COMPILER_ID STREQUAL "Clang") ocv_append_source_files_cxx_compiler_options(fw_srcs "-Wno-inconsistent-missing-override") # Clang endif() set(dnn_runtime_libs "") if(INF_ENGINE_TARGET) set(use_nn_builder OFF) if(TARGET inference_engine_nn_builder OR # custom imported target TARGET IE::inference_engine_nn_builder OR # default imported target via InferenceEngineConfig.cmake INF_ENGINE_RELEASE VERSION_LESS "2020000000") # compatibility with older versions on IE set(use_nn_builder ON) endif() ocv_option(OPENCV_DNN_IE_NN_BUILDER_2019 "Build with Inference Engine NN Builder API support" ${use_nn_builder}) # future: NOT HAVE_NGRAPH if(OPENCV_DNN_IE_NN_BUILDER_2019) message(STATUS "DNN: Enabling Inference Engine NN Builder API support") add_definitions(-DHAVE_DNN_IE_NN_BUILDER_2019=1) endif() list(APPEND dnn_runtime_libs ${INF_ENGINE_TARGET}) endif() if(HAVE_NGRAPH) message(STATUS "DNN: Enabling Inference Engine nGraph API support") add_definitions(-DHAVE_DNN_NGRAPH) list(APPEND dnn_runtime_libs ngraph::ngraph) endif() ocv_glob_module_sources(${sources_options} SOURCES ${fw_srcs}) ocv_create_module(${libs} ${dnn_runtime_libs}) ocv_add_samples() ocv_add_accuracy_tests(${dnn_runtime_libs}) set(perf_path "${CMAKE_CURRENT_LIST_DIR}/perf") file(GLOB_RECURSE perf_srcs "${perf_path}/*.cpp") file(GLOB_RECURSE perf_hdrs "${perf_path}/*.hpp" "${perf_path}/*.h") ocv_add_perf_tests(${INF_ENGINE_TARGET} FILES test_common "${CMAKE_CURRENT_LIST_DIR}/test/test_common.hpp" "${CMAKE_CURRENT_LIST_DIR}/test/test_common.impl.hpp" FILES Src ${perf_srcs} FILES Include ${perf_hdrs} ) ocv_option(OPENCV_DNN_PERF_CAFFE "Add performance tests of Caffe framework" OFF) ocv_option(OPENCV_DNN_PERF_CLCAFFE "Add performance tests of clCaffe framework" OFF) if(BUILD_PERF_TESTS) if (OPENCV_DNN_PERF_CAFFE OR ${the_module}_PERF_CAFFE # compatibility for deprecated option ) find_package(Caffe QUIET) if (Caffe_FOUND) add_definitions(-DHAVE_CAFFE=1) ocv_target_link_libraries(opencv_perf_dnn caffe) endif() elseif(OPENCV_DNN_PERF_CLCAFFE OR ${the_module}_PERF_CAFFE # compatibility for deprecated option ) find_package(Caffe QUIET) if (Caffe_FOUND) add_definitions(-DHAVE_CLCAFFE=1) ocv_target_link_libraries(opencv_perf_dnn caffe) endif() endif() endif()