I’m trying to install cuDNN to Windows, when I trying to compile openCV, getting this error:
DNN: CUDA backend requires cuDNN. Please resolve dependency or disable
OPENCV_DNN_CUDA=OFF
Was followed official guide (Installation Guide :: NVIDIA Deep Learning cuDNN Documentation), copied zip file to Program Files/NVDIA/CUDNN/v8.4.0.27, include to include, bin to bin, lib to lib/x64, added to PATH, and restarted computer but not worked. thanks for help
Hi,
Are you facing this error on the installation of OpenCV?
Please make sure cuDNN is installed correctly. Could you please share with us the error logs you’re facing on the installation of cuDNN.
Thank you.
Hello, I have faced the same issue. I’m trying to configure with CMAKE. Here is the log-
ocv_init_download: OpenCV source tree is not fetched as git repository. 3rdparty resources will be downloaded from github.com by default.
Detected processor: AMD64
Performing Test HAVE_CXX_FP:FAST
Performing Test HAVE_CXX_FP:FAST - Success
Performing Test HAVE_C_FP:FAST
Performing Test HAVE_C_FP:FAST - Success
Performing Test HAVE_CPU_BASELINE_FLAGS
Performing Test HAVE_CPU_BASELINE_FLAGS - Success
Performing Test HAVE_CPU_DISPATCH_FLAGS_SSE4_1
Performing Test HAVE_CPU_DISPATCH_FLAGS_SSE4_1 - Success
Performing Test HAVE_CPU_DISPATCH_FLAGS_SSE4_2
Performing Test HAVE_CPU_DISPATCH_FLAGS_SSE4_2 - Success
Performing Test HAVE_CPU_DISPATCH_FLAGS_FP16
Performing Test HAVE_CPU_DISPATCH_FLAGS_FP16 - Success
Performing Test HAVE_CPU_DISPATCH_FLAGS_AVX
Performing Test HAVE_CPU_DISPATCH_FLAGS_AVX - Success
Performing Test HAVE_CPU_DISPATCH_FLAGS_AVX2
Performing Test HAVE_CPU_DISPATCH_FLAGS_AVX2 - Success
Performing Test HAVE_CPU_DISPATCH_FLAGS_AVX512_SKX
Performing Test HAVE_CPU_DISPATCH_FLAGS_AVX512_SKX - Success
libjpeg-turbo: VERSION = 2.1.3, BUILD = opencv-4.9.0-libjpeg-turbo
libjpeg-turbo(SIMD): SIMD extensions disabled: could not find NASM compiler. Performance will suffer.
Could NOT find OpenJPEG (minimal suitable version: 2.0, recommended version >= 2.3.1). OpenJPEG will be built from sources
OpenJPEG: VERSION = 2.5.0, BUILD = opencv-4.9.0-openjp2-2.5.0
OpenJPEG libraries will be built from sources: libopenjp2 (version “2.5.0”)
found Intel IPP (ICV version): 2021.11.0 [2021.11.0]
at: C:/Users/Acer/opencvTutorial/build/3rdparty/ippicv/ippicv_win/icv
found Intel IPP Integration Wrappers sources: 2021.11.0
at: C:/Users/Acer/opencvTutorial/build/3rdparty/ippicv/ippicv_win/iw
Could NOT find CUDNN (missing: CUDNN_LIBRARY CUDNN_INCLUDE_DIR) (Required is at least version “7.5”)
NVCUVID: Header not found, WITH_NVCUVID requires Nvidia decoding library header C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v12.2;C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v12.2/include/nvcuvid.h
NVCUVENC: Header not found, WITH_NVCUVENC requires Nvidia encoding library header C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v12.2;C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v12.2/include/nvEncodeAPI.h
CUDA detected: 12.2
CUDA: NVCC target flags -gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_52,code=sm_52;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86;-gencode;arch=compute_89,code=sm_89;-gencode;arch=compute_90,code=sm_90;-D_FORCE_INLINES;-gencode;arch=compute_90,code=compute_90
CUDA: MSVS generator is detected. Disabling CMake re-run checks (CMAKE_SUPPRESS_REGENERATION=ON). You need to run CMake manually if updates are required.
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)
Could NOT find LAPACK (missing: LAPACK_LIBRARIES)
Reason given by package: LAPACK could not be found because dependency BLAS could not be found.
VTK is not found. Please set -DVTK_DIR in CMake to VTK build directory, or to VTK install subdirectory with VTKConfig.cmake file
Module opencv_alphamat disabled because the following dependencies are not found: Eigen
freetype2: NO
harfbuzz: NO
Julia not found. Not compiling Julia Bindings.
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: Eigen Glog/Gflags
Tesseract: NO
Processing WORLD modules…
module opencv_cudev…
module opencv_core…
Allocator metrics storage type: ‘long long’
Excluding from source files list: /modules/world/test/test_intrin256.lasx.cpp
module opencv_cudaarithm…
module opencv_flann…
module opencv_imgproc…
module opencv_intensity_transform…
module opencv_ml…
module opencv_phase_unwrapping…
module opencv_plot…
module opencv_quality…
module opencv_reg…
module opencv_surface_matching…
module opencv_cudafilters…
module opencv_cudaimgproc…
module opencv_cudawarping…
module opencv_dnn…
CMake Error at modules/dnn/CMakeLists.txt:53 (message):
DNN: CUDA backend requires cuDNN. Please resolve dependency or disable
OPENCV_DNN_CUDA=OFF
Call Stack (most recent call first):
modules/world/CMakeLists.txt:13 (include)
modules/world/CMakeLists.txt:50 (include_one_module)
Registering hook ‘INIT_MODULE_SOURCES_opencv_dnn’: C:/Users/Acer/opencvTutorial/opencv-4.9.0/modules/dnn/cmake/hooks/INIT_MODULE_SOURCES_opencv_dnn.cmake
opencv_dnn: filter out cuda4dnn source code
module opencv_dnn_superres…
module opencv_features2d…
module opencv_fuzzy…
module opencv_hfs…
module opencv_imgcodecs…
imgcodecs: OpenEXR codec is disabled in runtime. Details: OpenEXR vulnerabilities · Issue #21326 · opencv/opencv · GitHub
module opencv_line_descriptor…
module opencv_photo…
module opencv_saliency…
module opencv_text…
module opencv_videoio…
module opencv_xphoto…
module opencv_calib3d…
module opencv_cudacodec…
CMake Warning at C:/Users/Acer/opencvTutorial/opencv_contrib-4.9.0/modules/cudacodec/CMakeLists.txt:26 (message):
cudacodec::VideoReader requires Nvidia Video Codec SDK. Please resolve
dependency or disable WITH_NVCUVID=OFF
Call Stack (most recent call first):
modules/world/CMakeLists.txt:13 (include)
modules/world/CMakeLists.txt:50 (include_one_module)
CMake Warning at C:/Users/Acer/opencvTutorial/opencv_contrib-4.9.0/modules/cudacodec/CMakeLists.txt:30 (message):
cudacodec::VideoWriter requires Nvidia Video Codec SDK. Please resolve
dependency or disable WITH_NVCUVENC=OFF
Call Stack (most recent call first):
modules/world/CMakeLists.txt:13 (include)
modules/world/CMakeLists.txt:50 (include_one_module)
module opencv_cudafeatures2d...
module opencv_cudastereo...
module opencv_datasets...
module opencv_highgui...
highgui: using builtin backend: WIN32UI
module opencv_mcc…
module opencv_objdetect…
module opencv_rapid…
module opencv_rgbd…
rgbd: Eigen support is disabled. Eigen is Required for Posegraph optimization
module opencv_shape…
module opencv_structured_light…
module opencv_video…
module opencv_wechat_qrcode…
wechat_qrcode: Downloading detect.caffemodel from https://raw.githubusercontent.com/WeChatCV/opencv_3rdparty/a8b69ccc738421293254aec5ddb38bd523503252/detect.caffemodel
wechat_qrcode: Downloading detect.prototxt from https://raw.githubusercontent.com/WeChatCV/opencv_3rdparty/a8b69ccc738421293254aec5ddb38bd523503252/detect.prototxt
wechat_qrcode: Downloading sr.caffemodel from https://raw.githubusercontent.com/WeChatCV/opencv_3rdparty/a8b69ccc738421293254aec5ddb38bd523503252/sr.caffemodel
wechat_qrcode: Downloading sr.prototxt from https://raw.githubusercontent.com/WeChatCV/opencv_3rdparty/a8b69ccc738421293254aec5ddb38bd523503252/sr.prototxt
module opencv_xfeatures2d…
xfeatures2d/boostdesc: Downloading boostdesc_bgm.i from https://raw.githubusercontent.com/opencv/opencv_3rdparty/34e4206aef44d50e6bbcd0ab06354b52e7466d26/boostdesc_bgm.i
xfeatures2d/boostdesc: Downloading boostdesc_bgm_bi.i from https://raw.githubusercontent.com/opencv/opencv_3rdparty/34e4206aef44d50e6bbcd0ab06354b52e7466d26/boostdesc_bgm_bi.i
xfeatures2d/boostdesc: Downloading boostdesc_bgm_hd.i from https://raw.githubusercontent.com/opencv/opencv_3rdparty/34e4206aef44d50e6bbcd0ab06354b52e7466d26/boostdesc_bgm_hd.i
xfeatures2d/boostdesc: Downloading boostdesc_binboost_064.i from https://raw.githubusercontent.com/opencv/opencv_3rdparty/34e4206aef44d50e6bbcd0ab06354b52e7466d26/boostdesc_binboost_064.i
xfeatures2d/boostdesc: Downloading boostdesc_binboost_128.i from https://raw.githubusercontent.com/opencv/opencv_3rdparty/34e4206aef44d50e6bbcd0ab06354b52e7466d26/boostdesc_binboost_128.i
xfeatures2d/boostdesc: Downloading boostdesc_binboost_256.i from https://raw.githubusercontent.com/opencv/opencv_3rdparty/34e4206aef44d50e6bbcd0ab06354b52e7466d26/boostdesc_binboost_256.i
xfeatures2d/boostdesc: Downloading boostdesc_lbgm.i from https://raw.githubusercontent.com/opencv/opencv_3rdparty/34e4206aef44d50e6bbcd0ab06354b52e7466d26/boostdesc_lbgm.i
xfeatures2d/vgg: Downloading vgg_generated_48.i from https://raw.githubusercontent.com/opencv/opencv_3rdparty/fccf7cd6a4b12079f73bbfb21745f9babcd4eb1d/vgg_generated_48.i
xfeatures2d/vgg: Downloading vgg_generated_64.i from https://raw.githubusercontent.com/opencv/opencv_3rdparty/fccf7cd6a4b12079f73bbfb21745f9babcd4eb1d/vgg_generated_64.i
xfeatures2d/vgg: Downloading vgg_generated_80.i from https://raw.githubusercontent.com/opencv/opencv_3rdparty/fccf7cd6a4b12079f73bbfb21745f9babcd4eb1d/vgg_generated_80.i
xfeatures2d/vgg: Downloading vgg_generated_120.i from https://raw.githubusercontent.com/opencv/opencv_3rdparty/fccf7cd6a4b12079f73bbfb21745f9babcd4eb1d/vgg_generated_120.i
module opencv_ximgproc…
module opencv_xobjdetect…
module opencv_aruco…
module opencv_bgsegm…
module opencv_bioinspired…
module opencv_ccalib…
module opencv_cudabgsegm…
module opencv_cudalegacy…
module opencv_cudaobjdetect…
module opencv_dnn_objdetect…
module opencv_dpm…
module opencv_face…
data: Downloading face_landmark_model.dat from https://raw.githubusercontent.com/opencv/opencv_3rdparty/8afa57abc8229d611c4937165d20e2a2d9fc5a12/face_landmark_model.dat
module opencv_gapi…
module opencv_optflow…
module opencv_stitching…
module opencv_tracking…
module opencv_cudaoptflow…
NVIDIA_OPTICAL_FLOW: Downloading edb50da3cf849840d680249aa6dbef248ebce2ca.zip from https://github.com/NVIDIA/NVIDIAOpticalFlowSDK/archive/edb50da3cf849840d680249aa6dbef248ebce2ca.zip
Building with NVIDIA Optical Flow API 2.0
module opencv_stereo…
module opencv_superres…
module opencv_videostab…
Processing WORLD modules… DONE
Excluding from source files list: modules/imgproc/src/imgwarp.lasx.cpp
Excluding from source files list: modules/imgproc/src/resize.lasx.cpp
Excluding from source files list: modules/dnn/src/layers/cpu_kernels/conv_winograd_f63.neon.cpp
Excluding from source files list: /modules/world/layers/layers_common.rvv.cpp
Excluding from source files list: /modules/world/layers/layers_common.lasx.cpp
Excluding from source files list: /modules/world/int8layers/layers_common.lasx.cpp
Excluding from source files list: /modules/world/layers/cpu_kernels/conv_block.neon.cpp
Excluding from source files list: /modules/world/layers/cpu_kernels/conv_block.neon_fp16.cpp
Excluding from source files list: /modules/world/layers/cpu_kernels/conv_depthwise.rvv.cpp
Excluding from source files list: /modules/world/layers/cpu_kernels/conv_depthwise.lasx.cpp
Excluding from source files list: /modules/world/layers/cpu_kernels/conv_winograd_f63.neon_fp16.cpp
Excluding from source files list: /modules/world/layers/cpu_kernels/fast_gemm_kernels.neon.cpp
Excluding from source files list: /modules/world/layers/cpu_kernels/fast_gemm_kernels.lasx.cpp
Found ‘misc’ Python modules from C:/Users/Acer/opencvTutorial/opencv-4.9.0/modules/python/package/extra_modules
Found ‘mat_wrapper;utils’ Python modules from C:/Users/Acer/opencvTutorial/opencv-4.9.0/modules/core/misc/python/package
Found ‘gapi’ Python modules from C:/Users/Acer/opencvTutorial/opencv-4.9.0/modules/gapi/misc/python/package
Found ‘misc’ Python modules from C:/Users/Acer/opencvTutorial/opencv-4.9.0/modules/python/package/extra_modules
Found ‘mat_wrapper;utils’ Python modules from C:/Users/Acer/opencvTutorial/opencv-4.9.0/modules/core/misc/python/package
Found ‘gapi’ Python modules from C:/Users/Acer/opencvTutorial/opencv-4.9.0/modules/gapi/misc/python/package
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:1136 (include)
General configuration for OpenCV 4.9.0 =====================================
Version control: unknown
Extra modules:
Location (extra): C:/Users/Acer/opencvTutorial/opencv_contrib-4.9.0/modules
Version control (extra): unknown
Platform:
Timestamp: 2024-01-29T08:58:20Z
Host: Windows 10.0.22621 AMD64
CMake: 3.28.1
CMake generator: Visual Studio 16 2019
CMake build tool: C:/Program Files (x86)/Microsoft Visual Studio/2019/Community/MSBuild/Current/Bin/MSBuild.exe
MSVC: 1929
Configuration: Debug Release
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 (18 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 (9 files): + SSSE3 SSE4_1 POPCNT SSE4_2 AVX
AVX2 (38 files): + SSSE3 SSE4_1 POPCNT SSE4_2 FP16 FMA3 AVX AVX2
AVX512_SKX (8 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++ standard: 11
C++ Compiler: C:/Program Files (x86)/Microsoft Visual Studio/2019/Community/VC/Tools/MSVC/14.29.30133/bin/Hostx64/x64/cl.exe (ver 19.29.30153.0)
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 /wd4819 /MP /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 /wd4819 /MP /Zi /Ob0 /Od /RTC1
C Compiler: C:/Program Files (x86)/Microsoft Visual Studio/2019/Community/VC/Tools/MSVC/14.29.30133/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:fast /MP /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 /MP /Zi /Ob0 /Od /RTC1
Linker flags (Release): /machine:x64 /INCREMENTAL:NO
Linker flags (Debug): /machine:x64 /debug /INCREMENTAL
ccache: NO
Precompiled headers: NO
Extra dependencies: cudart_static.lib nppc.lib nppial.lib nppicc.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/v12.2/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 dnn_superres dpm face features2d flann fuzzy gapi hfs highgui img_hash imgcodecs imgproc intensity_transform line_descriptor mcc ml objdetect optflow phase_unwrapping photo plot python3 quality rapid reg rgbd saliency shape stereo stitching structured_light superres surface_matching text tracking ts video videoio videostab wechat_qrcode world xfeatures2d ximgproc xobjdetect xphoto
Disabled: -
Disabled by dependency: -
Unavailable: alphamat cannops cvv freetype hdf java julia matlab ovis python2 python2 sfm viz
Applications: tests perf_tests apps
Documentation: NO
Non-free algorithms: NO
Windows RT support: NO
GUI:
Win32 UI: YES
VTK support: NO
Media I/O:
ZLib: build (ver 1.3)
JPEG: build-libjpeg-turbo (ver 2.1.3-62)
SIMD Support Request: YES
SIMD Support: NO
WEBP: build (ver encoder: 0x020f)
PNG: build (ver 1.6.37)
TIFF: build (ver 42 - 4.2.0)
JPEG 2000: build (ver 2.5.0)
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 (58.134.100)
avformat: YES (58.76.100)
avutil: YES (56.70.100)
swscale: YES (5.9.100)
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: 2021.11.0 [2021.11.0]
at: C:/Users/Acer/opencvTutorial/build/3rdparty/ippicv/ippicv_win/icv
Intel IPP IW: sources (2021.11.0)
at: C:/Users/Acer/opencvTutorial/build/3rdparty/ippicv/ippicv_win/iw
Lapack: NO
Eigen: NO
Custom HAL: NO
Protobuf: build (3.19.1)
Flatbuffers: builtin/3rdparty (23.5.9)
NVIDIA CUDA: YES (ver 12.2, CUFFT CUBLAS)
NVIDIA GPU arch: 50 52 60 61 70 75 80 86 89 90
NVIDIA PTX archs: 90
cuDNN: NO
OpenCL: YES (NVD3D11)
Include path: C:/Users/Acer/opencvTutorial/opencv-4.9.0/3rdparty/include/opencl/1.2
Link libraries: Dynamic load
Python 3:
Interpreter: C:/Program Files/Python312/python.exe (ver 3.12)
Libraries: C:/Program Files/Python312/libs/python312.lib (ver 3.12.0)
numpy: C:/Users/Acer/AppData/Roaming/Python/Python312/site-packages/numpy/core/include (ver 1.26.2)
install path: C:/Program Files/Python312/Lib/site-packages/cv2/python-3.12
Python (for build): C:/Program Files/Python312/python.exe
Java:
ant: NO
Java: YES (ver 21.0.2)
JNI: C:/Program Files/Java/jdk-21/include C:/Program Files/Java/jdk-21/include/win32 C:/Program Files/Java/jdk-21/include
Java wrappers: NO
Java tests: NO
Configuring incomplete, errors occurred!