CMAKE 无法识别已安装的库德恩



我安装了CUDA 10.2,并安装了匹配的CUDNN,但当我尝试用CUDA安装OpenCV时,CMAKE无法识别它。我已经将Cudnn文件从bin、include和lib文件夹复制到相应的CUDA文件夹中。我尝试了几个版本的Cudnn,但仍然出现了相同的错误。

以下是CMAKE的配置输出:

Selecting Windows SDK version 10.0.18362.0 to target Windows 10.0.19041.
Detected processor: AMD64
libjpeg-turbo: VERSION = 2.0.2, BUILD = opencv-4.1.1-libjpeg-turbo
found Intel IPP (ICV version): 2019.0.0 [2019.0.0 Gold]
at: C:/opencv-4.1.1/build/3rdparty/ippicv/ippicv_win/icv
found Intel IPP Integration Wrappers sources: 2019.0.0
at: C:/opencv-4.1.1/build/3rdparty/ippicv/ippicv_win/iw
Could NOT find CUDNN: Found unsuitable version "..", but required is at least "6" (found C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v10.2/lib/x64/cudnn.lib)
CUDA detected: 10.2
CUDA NVCC target flags: -gencode;arch=compute_61,code=sm_61;-D_FORCE_INLINES
Could not find OpenBLAS include. Turning OpenBLAS_FOUND off
Could not find OpenBLAS lib. Turning OpenBLAS_FOUND off
Could NOT find BLAS (missing: BLAS_LIBRARIES) 
LAPACK requires BLAS
A library with LAPACK API not found. Please specify library location.
Could NOT find JNI (missing: JAVA_AWT_LIBRARY JAVA_JVM_LIBRARY JAVA_INCLUDE_PATH JAVA_INCLUDE_PATH2 JAVA_AWT_INCLUDE_PATH) 
Found VTK 8.2.0 (C:/Program Files/PCL 1.10.0/3rdParty/VTK/lib/cmake/vtk-8.2/UseVTK.cmake)
OpenCV Python: during development append to PYTHONPATH: C:/opencv-4.1.1/build/python_loader
Caffe:   NO
Protobuf:   NO
Glog:   NO
freetype2:   NO
harfbuzz:    NO
Module opencv_ovis disabled because OGRE3D was not found
No preference for use of exported gflags CMake configuration set, and no hints for include/library directories provided. Defaulting to preferring an installed/exported gflags CMake configuration if available.
Failed to find installed gflags CMake configuration, searching for gflags build directories exported with CMake.
Failed to find gflags - Failed to find an installed/exported CMake configuration for gflags, will perform search for installed gflags components.
Failed to find gflags - Could not find gflags include directory, set GFLAGS_INCLUDE_DIR to directory containing gflags/gflags.h
Failed to find glog - Could not find glog include directory, set GLOG_INCLUDE_DIR to directory containing glog/logging.h
Module opencv_sfm disabled because the following dependencies are not found: Glog/Gflags
Registering hook 'INIT_MODULE_SOURCES_opencv_dnn': C:/opencv-4.1.1/modules/dnn/cmake/hooks/INIT_MODULE_SOURCES_opencv_dnn.cmake
opencv_dnn: filter out cuda4dnn source code
Tesseract:   NO
CMake Warning at cmake/OpenCVGenSetupVars.cmake:54 (message):
CONFIGURATION IS NOT SUPPORTED: validate setupvars script in install
directory
Call Stack (most recent call first):
CMakeLists.txt:1059 (include)

General configuration for OpenCV 4.1.1 =====================================
Version control:               unknown
Extra modules:
Location (extra):            C:/opencv_contrib-4.1.1/modules
Version control (extra):     unknown
Platform:
Timestamp:                   2020-12-02T22:50:32Z
Host:                        Windows 10.0.19041 AMD64
CMake:                       3.18.0
CMake generator:             Visual Studio 16 2019
CMake build tool:            C:/Program Files (x86)/Microsoft Visual Studio/2019/Community/MSBuild/Current/Bin/MSBuild.exe
MSVC:                        1928
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 (13 files):         + SSSE3 SSE4_1
SSE4_2 (1 files):          + SSSE3 SSE4_1 POPCNT SSE4_2
FP16 (0 files):            + SSSE3 SSE4_1 POPCNT SSE4_2 FP16 AVX
AVX (4 files):             + SSSE3 SSE4_1 POPCNT SSE4_2 AVX
AVX2 (27 files):           + SSSE3 SSE4_1 POPCNT SSE4_2 FP16 FMA3 AVX AVX2
AVX512_SKX (2 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/2019/Community/VC/Tools/MSVC/14.28.29333/bin/Hostx64/x64/cl.exe  (ver 19.28.29333.0)
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:precise     /EHa /wd4127 /wd4251 /wd4324 /wd4275 /wd4512 /wd4589 /MP8   /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:precise     /EHa /wd4127 /wd4251 /wd4324 /wd4275 /wd4512 /wd4589 /MP8   /MDd /Zi /Ob0 /Od /RTC1 
C Compiler:                  C:/Program Files (x86)/Microsoft Visual Studio/2019/Community/VC/Tools/MSVC/14.28.29333/bin/Hostx64/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:precise       /MP8    /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:precise       /MP8  /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/v10.2/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 cufft.lib -LIBPATH:C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v10.2/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 dnn dnn_objdetect dpm face features2d flann fuzzy gapi hfs highgui img_hash imgcodecs imgproc line_descriptor ml objdetect optflow phase_unwrapping photo plot python3 quality reg rgbd saliency shape stereo stitching structured_light superres surface_matching text tracking ts video videoio videostab viz xfeatures2d ximgproc xobjdetect xphoto
Disabled:                    world
Disabled by dependency:      -
Unavailable:                 cnn_3dobj cvv freetype hdf java js matlab ovis python2 sfm
Applications:                apps
Documentation:               NO
Non-free algorithms:         YES
Windows RT support:            NO
GUI: 
Win32 UI:                    YES
VTK support:                 YES (ver 8.2.0)
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-4.1.1/build/3rdparty/ippicv/ippicv_win/icv
Intel IPP IW:                sources (2019.0.0)
at:                C:/opencv-4.1.1/build/3rdparty/ippicv/ippicv_win/iw
Lapack:                      NO
Eigen:                       YES (ver 3.3.7)
Custom HAL:                  NO
Protobuf:                    build (3.5.1)
NVIDIA CUDA:                   YES (ver 10.2, CUFFT CUBLAS FAST_MATH)
NVIDIA GPU arch:             61
NVIDIA PTX archs:
cuDNN:                         NO
OpenCL:                        YES (NVD3D11)
Include path:                C:/opencv-4.1.1/3rdparty/include/opencl/1.2
Link libraries:              Dynamic load
Python 3:
Interpreter:                 C:/Users/hedey/AppData/Local/Programs/Python/Python36/python.exe (ver 3.6.2)
Libraries:                   C:/Users/hedey/AppData/Local/Programs/Python/Python36/libs/python36.lib (ver 3.6.2)
numpy:                       C:/Users/hedey/AppData/Local/Programs/Python/Python36/lib/site-packages/numpy/core/include (ver 1.14.1)
install path:                C:/Users/hedey/AppData/Local/Programs/Python/Python36/Lib/site-packages/cv2/python-3.6
Python (for build):            C:/Users/hedey/AppData/Local/Programs/Python/Python36/python.exe
Java:                          
ant:                         NO
JNI:                         NO
Java wrappers:               NO
Java tests:                  NO
Install to:                    C:/opencv-4.1.1/build/install
-----------------------------------------------------------------
Configuring done

我在以下链接中找到了类似问题的解决方案:https://forums.developer.nvidia.com/t/cudnn-found-but-version-cant-be-deduced/145551/12?u=hedeya1980

因此,我更改了"opencv-4.1\cmake"中的以下行:

file(READ "${CUDNN_INCLUDE_DIR}/cudnn.h" CUDNN_H_CONTENTS)如下所示:

file(READ "${CUDNN_INCLUDE_DIR}/cudnn_version.h" CUDNN_H_CONTENTS)

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