mirror of https://github.com/opencv/opencv.git
Open Source Computer Vision Library
https://opencv.org/
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319 lines
13 KiB
319 lines
13 KiB
if(WINRT) |
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ocv_module_disable(dnn) |
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endif() |
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set(the_description "Deep neural network module. It allows to load models from different frameworks and to make forward pass") |
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ocv_add_dispatched_file_force_all("layers/layers_common" AVX AVX2 AVX512_SKX RVV LASX) |
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ocv_add_dispatched_file_force_all("int8layers/layers_common" AVX2 AVX512_SKX LASX) |
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ocv_add_dispatched_file_force_all("layers/cpu_kernels/conv_block" AVX AVX2) |
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ocv_add_dispatched_file_force_all("layers/cpu_kernels/conv_depthwise" AVX AVX2 RVV LASX) |
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ocv_add_dispatched_file_force_all("layers/cpu_kernels/conv_winograd_f63" AVX AVX2) |
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ocv_add_dispatched_file_force_all("layers/cpu_kernels/fast_gemm_kernels" AVX AVX2 NEON LASX) |
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ocv_add_module(dnn opencv_core opencv_imgproc WRAP python java objc js) |
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include(${CMAKE_CURRENT_LIST_DIR}/cmake/plugin.cmake) |
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ocv_option(OPENCV_DNN_OPENCL "Build with OpenCL support" HAVE_OPENCL AND NOT APPLE) |
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if(OPENCV_DNN_OPENCL AND HAVE_OPENCL) |
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ocv_target_compile_definitions(${the_module} PRIVATE "CV_OCL4DNN=1") |
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endif() |
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if(WITH_WEBNN AND HAVE_WEBNN) |
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ocv_target_compile_definitions(${the_module} PRIVATE "HAVE_WEBNN=1") |
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endif() |
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if(HAVE_TIMVX) |
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ocv_target_compile_definitions(${the_module} PRIVATE "HAVE_TIMVX=1") |
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endif() |
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if(HAVE_CANN) |
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ocv_target_compile_definitions(${the_module} PRIVATE "HAVE_CANN=1") |
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endif() |
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ocv_option(OPENCV_DNN_CUDA "Build with CUDA support" |
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HAVE_CUDA |
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AND HAVE_CUBLAS |
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AND HAVE_CUDNN |
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) |
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if(OPENCV_DNN_CUDA) |
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if(HAVE_CUDA AND HAVE_CUBLAS AND HAVE_CUDNN) |
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ocv_target_compile_definitions(${the_module} PRIVATE "CV_CUDA4DNN=1") |
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else() |
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if(NOT HAVE_CUDA) |
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message(SEND_ERROR "DNN: CUDA backend requires CUDA Toolkit. Please resolve dependency or disable OPENCV_DNN_CUDA=OFF") |
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elseif(NOT HAVE_CUBLAS) |
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message(SEND_ERROR "DNN: CUDA backend requires cuBLAS. Please resolve dependency or disable OPENCV_DNN_CUDA=OFF") |
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elseif(NOT HAVE_CUDNN) |
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message(SEND_ERROR "DNN: CUDA backend requires cuDNN. Please resolve dependency or disable OPENCV_DNN_CUDA=OFF") |
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endif() |
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endif() |
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endif() |
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ocv_cmake_hook_append(INIT_MODULE_SOURCES_opencv_dnn "${CMAKE_CURRENT_LIST_DIR}/cmake/hooks/INIT_MODULE_SOURCES_opencv_dnn.cmake") |
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if(MSVC) |
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add_definitions( -D_CRT_SECURE_NO_WARNINGS=1 ) |
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ocv_warnings_disable(CMAKE_CXX_FLAGS /wd4244 /wd4267 /wd4018 /wd4355 /wd4800 /wd4251 /wd4996 /wd4146 |
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/wd4305 /wd4127 /wd4100 /wd4512 /wd4125 /wd4389 /wd4510 /wd4610 |
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/wd4702 /wd4456 /wd4457 /wd4065 /wd4310 /wd4661 /wd4506 |
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) |
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if(MSVC_VERSION LESS 1920) # MSVS 2015/2017, .pb.cc generated files |
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ocv_warnings_disable(CMAKE_CXX_FLAGS /wd4309) # 'static_cast': truncation of constant value |
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endif() |
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if(MSVC_VERSION LESS 1920) # <MSVS2019, .pb.cc generated files |
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ocv_warnings_disable(CMAKE_CXX_FLAGS /wd4189) # local variable is initialized but not referenced |
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ocv_warnings_disable(CMAKE_CXX_FLAGS /wd4592) # symbol will be dynamically initialized (implementation limitation) |
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endif() |
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else() |
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ocv_warnings_disable(CMAKE_CXX_FLAGS -Wno-deprecated -Wmissing-prototypes -Wmissing-declarations -Wshadow |
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-Wunused-parameter -Wsign-compare |
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) |
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endif() |
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if(HAVE_CUDA) |
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ocv_warnings_disable(CMAKE_CXX_FLAGS -Wundef) |
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endif() |
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if(NOT HAVE_CXX11) |
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ocv_warnings_disable(CMAKE_CXX_FLAGS -Wno-undef) # LANG_CXX11 from protobuf files |
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endif() |
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if(APPLE_FRAMEWORK) |
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ocv_warnings_disable(CMAKE_CXX_FLAGS -Wshorten-64-to-32) |
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endif() |
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if(ANDROID) |
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add_definitions(-DDISABLE_POSIX_MEMALIGN -DTH_DISABLE_HEAP_TRACKING) |
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endif() |
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if(NOT BUILD_PROTOBUF) |
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ocv_target_compile_definitions(${the_module} PRIVATE "OPENCV_DNN_EXTERNAL_PROTOBUF=1") |
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endif() |
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#suppress warnings in autogenerated caffe.pb.* files |
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ocv_warnings_disable(CMAKE_CXX_FLAGS |
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/wd4125 /wd4267 /wd4127 /wd4244 /wd4512 /wd4702 |
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/wd4456 /wd4510 /wd4610 /wd4800 |
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/wd4701 /wd4703 # potentially uninitialized local/pointer variable 'value' used |
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/wd4505 # unreferenced local function has been removed |
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/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 |
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-wd858 -wd2196 |
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-Winvalid-offsetof # Apple Clang (attr_value.pb.cc) |
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) |
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set(include_dirs "") |
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set(libs "") |
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if(HAVE_PROTOBUF) |
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ocv_target_compile_definitions(${the_module} PRIVATE "HAVE_PROTOBUF=1") |
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if(PROTOBUF_UPDATE_FILES) |
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file(GLOB proto_files "${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") |
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set(PROTOBUF_GENERATE_CPP_APPEND_PATH ON) # required for tensorflow |
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protobuf_generate_cpp(fw_srcs fw_hdrs ${proto_files}) |
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else() |
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file(GLOB fw_srcs "${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") |
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file(GLOB fw_hdrs "${CMAKE_CURRENT_LIST_DIR}/misc/tensorflow/*.h" "${CMAKE_CURRENT_LIST_DIR}/misc/caffe/opencv-caffe.pb.h" "${CMAKE_CURRENT_LIST_DIR}/misc/onnx/opencv-onnx.pb.h") |
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set(fw_inc "${CMAKE_CURRENT_LIST_DIR}/misc/caffe" "${CMAKE_CURRENT_LIST_DIR}/misc/tensorflow" "${CMAKE_CURRENT_LIST_DIR}/misc/onnx") |
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endif() |
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endif() |
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ocv_option(OPENCV_DNN_TFLITE "Build with TFLite support" (TARGET ocv.3rdparty.flatbuffers)) |
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if(TARGET ocv.3rdparty.flatbuffers AND OPENCV_DNN_TFLITE) |
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if(NOT HAVE_FLATBUFFERS) |
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message(FATAL_ERROR "DNN: TFLite is not supported without enabled 'flatbuffers'. Check build configuration.") |
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endif() |
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list(APPEND libs ocv.3rdparty.flatbuffers) |
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list(APPEND fw_hdrs "${CMAKE_CURRENT_LIST_DIR}/misc/tflite/schema_generated.h") |
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list(APPEND fw_inc "${CMAKE_CURRENT_LIST_DIR}/misc/tflite") |
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# Schema is generated by this command: |
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#add_custom_command( |
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# OUTPUT "${CMAKE_CURRENT_BINARY_DIR}/schema_generated.h" |
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# COMMAND flatbuffers::flatc --cpp -o "${CMAKE_CURRENT_BINARY_DIR}" "${CMAKE_CURRENT_LIST_DIR}/src/tflite/schema.fbs") |
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endif() |
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list(APPEND include_dirs ${fw_inc}) |
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list(APPEND libs ${Protobuf_LIBRARIES}) |
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if(NOT BUILD_PROTOBUF) |
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list(APPEND include_dirs ${Protobuf_INCLUDE_DIRS}) |
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endif() |
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set(sources_options "") |
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list(APPEND libs ${LAPACK_LIBRARIES}) |
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if(OPENCV_DNN_OPENCL AND HAVE_OPENCL) |
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list(APPEND include_dirs ${OPENCL_INCLUDE_DIRS}) |
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else() |
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set(sources_options EXCLUDE_OPENCL) |
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endif() |
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if(OPENCV_DNN_CUDA AND HAVE_CUDA AND HAVE_CUBLAS AND HAVE_CUDNN) |
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list(APPEND include_dirs ${CUDA_TOOLKIT_INCLUDE} ${CUDNN_INCLUDE_DIRS}) |
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set(CC_LIST ${CUDA_ARCH_BIN}) |
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separate_arguments(CC_LIST) |
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foreach(cc ${CC_LIST}) |
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if(cc VERSION_LESS 3.0) |
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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.") |
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endif() |
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endforeach() |
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unset(CC_LIST) |
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else() |
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set(sources_options ${sources_options} EXCLUDE_CUDA) |
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endif() |
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if(HAVE_TIMVX) |
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list(APPEND include_dirs ${TIMVX_INCLUDE_DIR}) |
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list(APPEND libs -Wl,--whole-archive ${TIMVX_LIBRARY} -Wl,--no-whole-archive) |
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endif() |
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if(HAVE_CANN) |
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list(APPEND include_dirs ${CANN_INCLUDE_DIRS}) |
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list(APPEND libs -Wl,--whole-archive ${CANN_LIBRARIES} -Wl,--no-whole-archive) |
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endif() |
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set(webnn_srcs "") |
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if(NOT EMSCRIPTEN) |
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if(HAVE_WEBNN) |
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list(APPEND include_dirs ${WEBNN_HEADER_DIRS}) |
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list(APPEND include_dirs ${WEBNN_INCLUDE_DIRS}) |
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list(APPEND libs -Wl,--whole-archive ${WEBNN_LIBRARIES} -Wl,--no-whole-archive) |
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list(APPEND webnn_srcs $ENV{WEBNN_NATIVE_DIR}/gen/src/webnn/webnn_cpp.cpp) |
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endif() |
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endif() |
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ocv_module_include_directories(${include_dirs}) |
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if(CMAKE_CXX_COMPILER_ID STREQUAL "GNU") |
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ocv_append_source_files_cxx_compiler_options(fw_srcs "-Wno-suggest-override") # GCC |
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ocv_append_source_files_cxx_compiler_options(fw_srcs "-Wno-array-bounds") # GCC 9.3.0 (Ubuntu 20.04) |
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elseif(CMAKE_CXX_COMPILER_ID STREQUAL "Clang") |
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ocv_append_source_files_cxx_compiler_options(fw_srcs "-Wno-inconsistent-missing-override") # Clang |
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endif() |
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set(dnn_runtime_libs "") |
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file(GLOB_RECURSE dnn_srcs |
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"${CMAKE_CURRENT_LIST_DIR}/src/*.cpp" |
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) |
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file(GLOB_RECURSE dnn_int_hdrs |
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"${CMAKE_CURRENT_LIST_DIR}/src/*.hpp" |
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"${CMAKE_CURRENT_LIST_DIR}/src/*.h" |
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) |
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set(dnn_plugin_srcs ${dnn_srcs} ${dnn_int_hdrs}) |
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ocv_list_filterout_ex(dnn_plugin_srcs |
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"/src/dnn.cpp$|/src/dnn_utils.cpp$|/src/dnn_utils.cpp$|/src/dnn_read.cpp$|/src/registry.cpp$|/src/backend.cpp$" |
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# importers |
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"/src/(caffe|darknet|onnx|tensorflow|torch)/" |
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# executors |
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"/src/(cuda|cuda4dnn|ocl4dnn|vkcom|webnn)/" |
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) |
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ocv_option(OPENCV_DNN_OPENVINO "Build with OpenVINO support (2021.4+)" (TARGET ocv.3rdparty.openvino)) |
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if(TARGET ocv.3rdparty.openvino AND OPENCV_DNN_OPENVINO) |
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if(NOT HAVE_OPENVINO AND NOT HAVE_NGRAPH) |
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message(FATAL_ERROR "DNN: Inference Engine is not supported without enabled 'nGraph'. Check build configuration.") |
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endif() |
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if("openvino" IN_LIST DNN_PLUGIN_LIST OR DNN_PLUGIN_LIST STREQUAL "all") |
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# plugin doesn't support PCH, separate directory scope is necessary |
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# opencv_world requires absolute path |
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add_subdirectory("${CMAKE_CURRENT_LIST_DIR}/misc/plugin/openvino" "${CMAKE_CURRENT_BINARY_DIR}/dnn_plugin_openvino") |
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elseif(NOT OPENCV_DNN_BUILTIN_BACKEND) |
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list(APPEND dnn_runtime_libs ocv.3rdparty.openvino) |
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endif() |
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endif() |
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set(OPENCV_DNN_BACKEND_DEFAULT "" CACHE STRING "Default backend used by the DNN module (DNN_BACKEND_OPENCV if empty)") |
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if(OPENCV_DNN_BACKEND_DEFAULT) |
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ocv_append_source_file_compile_definitions("${CMAKE_CURRENT_LIST_DIR}/src/dnn_params.cpp" "OPENCV_DNN_BACKEND_DEFAULT=${OPENCV_DNN_BACKEND_DEFAULT}") |
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endif() |
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ocv_install_used_external_targets(${libs} ${dnn_runtime_libs}) |
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ocv_glob_module_sources(${sources_options} SOURCES ${fw_srcs} ${webnn_srcs}) |
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ocv_create_module(${libs} ${dnn_runtime_libs}) |
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ocv_add_samples() |
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ocv_add_accuracy_tests(${dnn_runtime_libs}) |
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if(NOT BUILD_PROTOBUF) |
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if(TARGET opencv_test_dnn) |
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ocv_target_compile_definitions(opencv_test_dnn PRIVATE "OPENCV_DNN_EXTERNAL_PROTOBUF=1") |
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endif() |
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endif() |
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set(perf_path "${CMAKE_CURRENT_LIST_DIR}/perf") |
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file(GLOB_RECURSE perf_srcs "${perf_path}/*.cpp") |
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file(GLOB_RECURSE perf_hdrs "${perf_path}/*.hpp" "${perf_path}/*.h") |
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ocv_add_perf_tests(${dnn_runtime_libs} |
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FILES test_common "${CMAKE_CURRENT_LIST_DIR}/test/test_common.hpp" "${CMAKE_CURRENT_LIST_DIR}/test/test_common.impl.hpp" |
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FILES Src ${perf_srcs} |
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FILES Include ${perf_hdrs} |
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) |
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ocv_option(OPENCV_DNN_PERF_CAFFE "Add performance tests of Caffe framework" OFF) |
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ocv_option(OPENCV_DNN_PERF_CLCAFFE "Add performance tests of clCaffe framework" OFF) |
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if(BUILD_PERF_TESTS) |
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if (OPENCV_DNN_PERF_CAFFE |
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OR ${the_module}_PERF_CAFFE # compatibility for deprecated option |
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) |
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find_package(Caffe QUIET) |
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if (Caffe_FOUND) |
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ocv_target_compile_definitions(opencv_perf_dnn PRIVATE "HAVE_CAFFE=1") |
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ocv_target_link_libraries(opencv_perf_dnn caffe) |
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endif() |
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elseif(OPENCV_DNN_PERF_CLCAFFE |
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OR ${the_module}_PERF_CAFFE # compatibility for deprecated option |
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) |
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find_package(Caffe QUIET) |
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if (Caffe_FOUND) |
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ocv_target_compile_definitions(opencv_perf_dnn PRIVATE "HAVE_CLCAFFE=1") |
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ocv_target_link_libraries(opencv_perf_dnn caffe) |
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endif() |
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endif() |
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endif() |
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if(DNN_ENABLE_PLUGINS) |
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ocv_target_compile_definitions(${the_module} PRIVATE ENABLE_PLUGINS) |
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if(TARGET opencv_test_dnn) |
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ocv_target_compile_definitions(opencv_test_dnn PRIVATE ENABLE_PLUGINS) |
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endif() |
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if(OPENCV_DEBUG_POSTFIX) |
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ocv_append_source_file_compile_definitions("${CMAKE_CURRENT_LIST_DIR}/src/backend.cpp" "DEBUG_POSTFIX=${OPENCV_DEBUG_POSTFIX}") |
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endif() |
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endif() |
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ocv_option(OPENCV_TEST_DNN_OPENVINO "Build test with OpenVINO code" (TARGET ocv.3rdparty.openvino)) |
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if(TARGET ocv.3rdparty.openvino AND OPENCV_TEST_DNN_OPENVINO) |
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if(TARGET opencv_test_dnn) |
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ocv_target_link_libraries(opencv_test_dnn ocv.3rdparty.openvino) |
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endif() |
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endif() |
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ocv_option(OPENCV_TEST_DNN_CANN "Build test with CANN" (TARGET ocv.3rdparty.cann)) |
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if(TARGET ocv.3rdparty.cann AND OPENCV_TEST_DNN_CANN) |
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if(TARGET opencv_test_dnn) |
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ocv_target_link_libraries(opencv_test_dnn ocv.3rdparty.cann) |
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endif() |
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endif() |
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ocv_option(OPENCV_TEST_DNN_TIMVX "Build test with TIM-VX" (HAVE_TIMVX)) |
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if(OPENCV_TEST_DNN_TIMVX) |
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if(TARGET opencv_test_dnn) |
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ocv_target_compile_definitions(opencv_test_dnn PRIVATE "HAVE_TIMVX=1") |
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endif() |
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endif() |
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ocv_option(OPENCV_TEST_DNN_TFLITE "Build test with TFLite" (OPENCV_DNN_TFLITE)) |
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if(OPENCV_TEST_DNN_TFLITE) |
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if(TARGET opencv_test_dnn) |
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ocv_target_compile_definitions(opencv_test_dnn PRIVATE "OPENCV_TEST_DNN_TFLITE=1") |
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endif() |
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if(TARGET opencv_perf_dnn) |
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ocv_target_compile_definitions(opencv_perf_dnn PRIVATE "OPENCV_TEST_DNN_TFLITE=1") |
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endif() |
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endif()
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