Описание следует данной статье: https://habr.com/ru/post/464015/
- CMake 3.18.2 (console)
- opencv 4.1.1
- opencv-contrib.4.1.1
- CUDA 10.0.130_411.31
- CuDNN 10.0 7.6.2.24
- Python 3.7.3
- Python 2.7.16
- MS Visual Studio 2017 Enterprise Edition
Дополнительно были установлены
- openjpeg-v2.3.1-windows-x64
NB:
- При установке Python 3 необходимо выбрать установку с отладочной информацией
(появится
C:/Python37/libs/python37_d.lib) - Файлы из архива CuDNN необходимо перенести в
C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v10.0\bin(туда, куда был установле CUDA) - Мне пришлось удалить и переустановить Anaconda3, поскольку в глобальном окружении были установлены несколько opencv-python и в процессе компиляции хедеры подтягивались именно оттуда
set "opencvSource=opencv-4.1.1-cuda"
set "opencvExtraModules=opencv_contrib-4.1.1/modules"
set "opencvBuild=%opencvSource%\build"
set "compiler=Visual Studio 15 2017 Win64"
set "buildType=Release"
set "python2_executable=C:/Python27/python.exe"
set "python2_include_dir=C:/Python27/include"
set "python2_library=C:/Python27/libs/python27.lib"
set "python2_numpy_include_dirs=C:/Python27/Lib/site-packages/numpy/core/include"
set "python2_packages_path=C:/Python27/Lib/site-packages"
set "python3_executable=C:/Python37/python.exe"
set "python3_include_dir=C:/Python37/include"
set "python3_library=C:/Python37/libs/python37.lib"
set "python3_library_debug=C:/Python37/libs/python37_d.lib"
set "python3_numpy_include_dirs=C:/Python37/lib/site-packages/numpy/core/include"
set "python3_packages_path=C:/Python37/Lib/site-packages"
set "cudnnLibrary=C:/Program Files/cuda"
set "cudnnInclude=C:/Program Files/cuda/include"cmake ^
-B"%opencvBuild%/" ^
-H"%opencvSource%/" ^
-G"%compiler%" ^
-DCMAKE_BUILD_TYPE=%buildType% ^
-DBUILD_opencv_world=OFF ^
-DINSTALL_TESTS=OFF ^
-DINSTALL_C_EXAMPLES=OFF ^
-DBUILD_EXAMPLES=OFF ^
-DOPENCV_EXTRA_MODULES_PATH="%opencvExtraModules%/" ^
-DBUILD_PROTOBUF=OFF ^
-DBUILD_opencv_python_bindings_generator=ON ^
-DOPENCV_ENABLE_NONFREE=ON ^
-DENABLE_FAST_MATH=ON ^
-DWITH_CUDA=ON ^
-DCUDA_ARCH_BIN=6.1 ^
-DCUDA_FAST_MATH=ON ^
-DWITH_CUBLAS=ON ^
-DCUDA_ARCH_PTX=7.5 ^
-DBUILD_opencv_python2=ON ^
-DPYTHON2_EXECUTABLE="%python2_executable%" ^
-DOPENCV_PYTHON2_VERSION=2.7.16 ^
-DPYTHON2_INCLUDE_DIR="%python2_include_dir%" ^
-DPYTHON2_LIBRARY="%python2_library%" ^
-DPYTHON2_NUMPY_INCLUDE_DIRS="%python2_numpy_include_dirs%" ^
-DPYTHON2_PACKAGES_PATH="%python2_packages_path%" ^
-DBUILD_opencv_python3=ON ^
-DPYTHON3_EXECUTABLE="%python3_executable%" ^
-DOPENCV_PYTHON3_VERSION=3.7.3 ^
-DPYTHON3_INCLUDE_DIR="%python3_include_dir%" ^
-DPYTHON3_LIBRARY="%python3_library%" ^
-DPYTHON3_LIBRARY_DEBUG="%%" ^
-DPYTHON3_NUMPY_INCLUDE_DIRS="%python3_numpy_include_dirs%" ^
-DPYTHON3_PACKAGES_PATH="%python3_packages_path%"19>C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v10.0\include\crt/host_config.h(143): fatal error C1189: #error: -- unsupported Microsoft Visual Studio version! Only the versions between 2013 and 2017 (inclusive) are supported!
19>CMake Error at cuda_compile_1_generated_gpu_mat.cu.obj.Release.cmake:220 (message):
19> Error generating
19> C:/OpenCV/opencv-4.1.1-cuda/build/modules/core/CMakeFiles/cuda_compile_1.dir/src/cuda/Release/cuda_compile_1_generated_gpu_mat.cu.obj--
-- General configuration for OpenCV 4.1.1 =====================================
-- Version control: unknown
--
-- Extra modules:
-- Location (extra): C:/OpenCV/opencv_contrib-4.1.1/modules
-- Version control (extra): unknown
--
-- Platform:
-- Timestamp: 2020-08-31T19:55:56Z
-- Host: Windows 10.0.17763 AMD64
-- CMake: 3.18.2
-- CMake generator: Visual Studio 15 2017 Win64
-- CMake build tool: C:/Program Files (x86)/Microsoft Visual Studio/2017/Enterprise/MSBuild/15.0/Bin/MSBuild.exe
-- MSVC: 1916
--
-- CPU/HW features:
-- Baseline: SSE SSE2 SSE3
-- requested: SSE3
-- Dispatched code generation: SSE4_1 SSE4_2 FP16 AVX AVX2 AVX512_SKX
-- requested: SSE4_1 SSE4_2 AVX FP16 AVX2 AVX512_SKX
-- SSE4_1 (15 files): + SSSE3 SSE4_1
-- SSE4_2 (2 files): + SSSE3 SSE4_1 POPCNT SSE4_2
-- FP16 (1 files): + SSSE3 SSE4_1 POPCNT SSE4_2 FP16 AVX
-- AVX (4 files): + SSSE3 SSE4_1 POPCNT SSE4_2 AVX
-- AVX2 (28 files): + SSSE3 SSE4_1 POPCNT SSE4_2 FP16 FMA3 AVX AVX2
-- AVX512_SKX (4 files): + SSSE3 SSE4_1 POPCNT SSE4_2 FP16 FMA3 AVX AVX2 AVX_512F AVX512_COMMON AVX512_SKX
--
-- C/C++:
-- Built as dynamic libs?: YES
-- C++ Compiler: C:/Program Files (x86)/Microsoft Visual Studio/2017/Enterprise/VC/Tools/MSVC/14.16.27023/bin/Hostx86/x64/cl.exe (ver 19.16.27041.0)
-- C++ flags (Release): /DWIN32 /D_WINDOWS /W4 /GR /D _CRT_SECURE_NO_DEPRECATE /D _CRT_NONSTDC_NO_DEPRECATE /D _SCL_SECURE_NO_WARNINGS /Gy /bigobj /Oi /fp:fast /EHa /wd4127 /wd4251 /wd4324 /wd4275 /wd4512 /wd4589 /MP12 /MD /O2 /Ob2 /DNDEBUG
-- C++ flags (Debug): /DWIN32 /D_WINDOWS /W4 /GR /D _CRT_SECURE_NO_DEPRECATE /D _CRT_NONSTDC_NO_DEPRECATE /D _SCL_SECURE_NO_WARNINGS /Gy /bigobj /Oi /fp:fast /EHa /wd4127 /wd4251 /wd4324 /wd4275 /wd4512 /wd4589 /MP12 /MDd /Zi /Ob0 /Od /RTC1
-- C Compiler: C:/Program Files (x86)/Microsoft Visual Studio/2017/Enterprise/VC/Tools/MSVC/14.16.27023/bin/Hostx86/x64/cl.exe
-- C flags (Release): /DWIN32 /D_WINDOWS /W3 /D _CRT_SECURE_NO_DEPRECATE /D _CRT_NONSTDC_NO_DEPRECATE /D _SCL_SECURE_NO_WARNINGS /Gy /bigobj /Oi /fp:fast /MP12 /MD /O2 /Ob2 /DNDEBUG
-- C flags (Debug): /DWIN32 /D_WINDOWS /W3 /D _CRT_SECURE_NO_DEPRECATE /D _CRT_NONSTDC_NO_DEPRECATE /D _SCL_SECURE_NO_WARNINGS /Gy /bigobj /Oi /fp:fast /MP12 /MDd /Zi /Ob0 /Od /RTC1
-- Linker flags (Release): /machine:x64 /INCREMENTAL:NO
-- Linker flags (Debug): /machine:x64 /debug /INCREMENTAL
-- ccache: NO
-- Precompiled headers: YES
-- Extra dependencies: cudart_static.lib C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v10.0/lib/x64/cuda.lib nppc.lib nppial.lib nppicc.lib nppicom.lib nppidei.lib nppif.lib nppig.lib nppim.lib nppist.lib nppisu.lib nppitc.lib npps.lib cublas.lib cudnn.lib cufft.lib -LIBPATH:C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v10.0/lib/x64
-- 3rdparty dependencies:
--
-- OpenCV modules:
-- To be built: aruco bgsegm bioinspired calib3d ccalib core cudaarithm cudabgsegm cudacodec cudafeatures2d cudafilters cudaimgproc cudalegacy cudaobjdetect cudaoptflow cudastereo cudawarping cudev datasets dpm face features2d flann fuzzy gapi hfs highgui img_hash imgcodecs imgproc line_descriptor ml objdetect optflow phase_unwrapping photo plot python2 python3 quality reg rgbd saliency shape stereo stitching structured_light superres surface_matching tracking ts video videoio videostab xfeatures2d ximgproc xobjdetect xphoto
-- Disabled: world
-- Disabled by dependency: dnn_objdetect text
-- Unavailable: cnn_3dobj cvv dnn freetype hdf java js matlab ovis sfm viz
-- Applications: tests perf_tests apps
-- Documentation: NO
-- Non-free algorithms: YES
--
-- Windows RT support: NO
--
-- GUI:
-- Win32 UI: YES
-- VTK support: NO
--
-- Media I/O:
-- ZLib: build (ver 1.2.11)
-- JPEG: build-libjpeg-turbo (ver 2.0.2-62)
-- WEBP: build (ver encoder: 0x020e)
-- PNG: build (ver 1.6.37)
-- TIFF: build (ver 42 - 4.0.10)
-- JPEG 2000: build (ver 1.900.1)
-- OpenEXR: build (ver 2.3.0)
-- HDR: YES
-- SUNRASTER: YES
-- PXM: YES
-- PFM: YES
--
-- Video I/O:
-- DC1394: NO
-- FFMPEG: YES (prebuilt binaries)
-- avcodec: YES (58.35.100)
-- avformat: YES (58.20.100)
-- avutil: YES (56.22.100)
-- swscale: YES (5.3.100)
-- avresample: YES (4.0.0)
-- GStreamer: NO
-- DirectShow: YES
-- Media Foundation: YES
-- DXVA: YES
--
-- Parallel framework: Concurrency
--
-- Trace: YES (with Intel ITT)
--
-- Other third-party libraries:
-- Intel IPP: 2019.0.0 Gold [2019.0.0]
-- at: C:/OpenCV/opencv-4.1.1-cuda/build/3rdparty/ippicv/ippicv_win/icv
-- Intel IPP IW: sources (2019.0.0)
-- at: C:/OpenCV/opencv-4.1.1-cuda/build/3rdparty/ippicv/ippicv_win/iw
-- Lapack: NO
-- Eigen: NO
-- Custom HAL: NO
--
-- NVIDIA CUDA: YES (ver 10.0, CUFFT CUBLAS FAST_MATH)
-- NVIDIA GPU arch: 61
-- NVIDIA PTX archs: 75
--
-- cuDNN: YES (ver 7.6.2)
--
-- OpenCL: YES (NVD3D11)
-- Include path: C:/OpenCV/opencv-4.1.1-cuda/3rdparty/include/opencl/1.2
-- Link libraries: Dynamic load
--
-- Python 2:
-- Interpreter: C:/Python27/python.exe (ver 2.7.16)
-- Libraries: C:/Python27/libs/python27.lib (ver 2.7.16)
-- numpy: C:/Python27/Lib/site-packages/numpy/core/include (ver 1.16.6)
-- install path: C:/Python27/Lib/site-packages/cv2/python-2.7
--
-- Python 3:
-- Interpreter: C:/Python37/python.exe (ver 3.7.3)
-- Libraries: C:/Python37/libs/python37.lib (ver 3.7.3)
-- numpy: C:/Python37/Lib/site-packages/numpy/core/include (ver 1.19.1)
-- install path: C:/Python37/Lib/site-packages/cv2/python-3.7
--
-- Python (for build): C:/Python27/python.exe
--
-- Java:
-- ant: NO
-- JNI: NO
-- Java wrappers: NO
-- Java tests: NO
--
-- Install to: C:/OpenCV/opencv-4.1.1-cuda/build/install
-- -----------------------------------------------------------------
--
-- Configuring done
-- Generating done
-- Build files have been written to: C:/OpenCV/opencv-4.1.1-cuda/buildПри неудачной генерации или наличии ошибок после выполнения команды, повторную генерацию следует производить вычистив все файлы в build/ и .cache/.