mirror of
https://github.com/opencv/opencv.git
synced 2024-11-29 13:47:32 +08:00
a2b3acfc6e
* cann backend impl v1 * cann backend impl v2: use opencv parsers to build models for cann * adjust fc according to the new transA and transB * put cann net in cann backend node and reuse forwardLayer * use fork() to create a child process and compile cann model * remove legacy code * remove debug code * fall bcak to CPU backend if there is one layer not supoorted by CANN backend * fix netInput forward
283 lines
11 KiB
CMake
283 lines
11 KiB
CMake
if(WINRT)
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ocv_module_disable(dnn)
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endif()
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if(NOT HAVE_PROTOBUF)
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ocv_module_disable(opencv_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_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 "${CMAKE_CURRENT_LIST_DIR}/cmake/hooks/INIT_MODULE_SOURCES_opencv_dnn.cmake")
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if(HAVE_TENGINE)
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ocv_target_compile_definitions(${the_module} PRIVATE "HAVE_TENGINE=1")
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endif()
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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(${the_module} PRIVATE "OPENCV_DNN_EXTERNAL_PROTOBUF=1")
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endif()
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ocv_target_compile_definitions(${the_module} PRIVATE "HAVE_PROTOBUF=1")
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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(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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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_TENGINE)
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list(APPEND include_dirs ${TENGINE_INCLUDE_DIRS})
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list(APPEND libs -Wl,--whole-archive ${TENGINE_LIBRARIES} -Wl,--no-whole-archive)
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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" "${CMAKE_CURRENT_BINARY_DIR}/dnn_plugin_openvino")
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elseif(NOT OPENCV_DNN_BUILTIN_BACKEND)
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list(APPEND dnn_runtime_libs ocv.3rdparty.openvino)
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endif()
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endif()
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ocv_glob_module_sources(${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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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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