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My goal is to configure a build of OpenCV 4.5.1-dev with support for cuda, tesseract and QT without any cmake error..
I am getting the following error when I press the configure button on cmake gui:
CMake Error at modules/dnn/CMakeLists.txt:39 (message):
DNN: CUDA backend requires cuDNN. Please resolve dependency or disable
OPENCV_DNN_CUDA=OFF
Here is the full cmake log message I am getting:
Selecting Windows SDK version 10.0.19041.0 to target Windows 10.0.19042.
Detected processor: AMD64
libjpeg-turbo: VERSION = 2.0.6, BUILD = opencv-4.5.1-dev-libjpeg-turbo
Could NOT find OpenJPEG (minimal suitable version: 2.0, recommended version >= 2.3.1). OpenJPEG will be built from sources
OpenJPEG: VERSION = 2.3.1, BUILD = opencv-4.5.1-dev-openjp2-2.3.1
OpenJPEG libraries will be built from sources: libopenjp2 (version "2.3.1")
found Intel IPP (ICV version): 2020.0.0 [2020.0.0 Gold]
at: C:/Users/ASD/Project/cplusplus/lib/opencv-master/build/3rdparty/ippicv/ippicv_win/icv
found Intel IPP Integration Wrappers sources: 2020.0.0
at: C:/Users/ASD/Project/cplusplus/lib/opencv-master/build/3rdparty/ippicv/ippicv_win/iw
Could NOT find CUDNN (missing: CUDNN_LIBRARY CUDNN_INCLUDE_DIR) (Required is at least version "7.5")
CUDA detected: 11.2
CUDA: Using CUDA_ARCH_BIN=6.1
CUDA NVCC target flags: -gencode;arch=compute_61,code=sm_61;-D_FORCE_INLINES
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
OpenCV Python: during development append to PYTHONPATH: C:/Users/ASD/Project/cplusplus/lib/opencv-master/build/python_loader
Module opencv_alphamat disabled because the following dependencies are not found: Eigen
Caffe: NO
Protobuf: NO
Glog: NO
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
Allocator metrics storage type: 'long long'
CMake Error at modules/dnn/CMakeLists.txt:39 (message):
DNN: CUDA backend requires cuDNN. Please resolve dependency or disable
OPENCV_DNN_CUDA=OFF
Registering hook 'INIT_MODULE_SOURCES_opencv_dnn': C:/Users/ASD/Project/cplusplus/lib/opencv-master/modules/dnn/cmake/hooks/INIT_MODULE_SOURCES_opencv_dnn.cmake
opencv_dnn: filter out cuda4dnn source code
rgbd: CERES support is disabled. Ceres Solver is Required for Posegraph optimization
General configuration for OpenCV 4.5.1-dev =====================================
Version control: unknown
Extra modules:
Location (extra): C:/Users/ASD/Project/cplusplus/lib/opencv_contrib-master/modules
Version control (extra): unknown
Platform:
Timestamp: 2021-01-20T14:05:20Z
Host: Windows 10.0.19042 AMD64
CMake: 3.19.1
CMake generator: Visual Studio 16 2019
CMake build tool: C:/Program Files (x86)/Microsoft Visual Studio/2019/Community/MSBuild/Current/Bin/MSBuild.exe
MSVC: 1928
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 (17 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 (5 files): + SSSE3 SSE4_1 POPCNT SSE4_2 AVX
AVX2 (31 files): + SSSE3 SSE4_1 POPCNT SSE4_2 FP16 FMA3 AVX AVX2
AVX512_SKX (7 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/14.28.29333/bin/Hostx64/x64/cl.exe (ver 19.28.29336.0)
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 /MP /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 /MP /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 /MP /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 /MP /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 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/v11.2/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 cvv 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 quality rapid reg rgbd saliency shape stereo stitching structured_light superres surface_matching text tracking ts video videoio videostab xfeatures2d ximgproc xobjdetect xphoto
Disabled: world
Disabled by dependency: -
Unavailable: alphamat cnn_3dobj freetype hdf java julia matlab ovis python2 python3 sfm viz
Applications: tests perf_tests apps
Documentation: NO
Non-free algorithms: YES
Windows RT support: NO
GUI:
QT: YES (ver 5.15.2)
QT OpenGL support: NO
Win32 UI: YES
VTK support: NO
Media I/O:
ZLib: build (ver 1.2.11)
JPEG: build-libjpeg-turbo (ver 2.0.6-62)
WEBP: build (ver encoder: 0x020f)
PNG: build (ver 1.6.37)
TIFF: build (ver 42 - 4.0.10)
JPEG 2000: build (ver 2.3.1)
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 (58.91.100)
avformat: YES (58.45.100)
avutil: YES (56.51.100)
swscale: YES (5.7.100)
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: 2020.0.0 Gold [2020.0.0]
at: C:/Users/ASD/Project/cplusplus/lib/opencv-master/build/3rdparty/ippicv/ippicv_win/icv
Intel IPP IW: sources (2020.0.0)
at: C:/Users/ASD/Project/cplusplus/lib/opencv-master/build/3rdparty/ippicv/ippicv_win/iw
Lapack: NO
Eigen: NO
Custom HAL: NO
Protobuf: build (3.5.1)
NVIDIA CUDA: YES (ver 11.2, CUFFT CUBLAS)
NVIDIA GPU arch: 61
NVIDIA PTX archs:
cuDNN: NO
OpenCL: YES (NVD3D11)
Include path: C:/Users/ASD/Project/cplusplus/lib/opencv-master/3rdparty/include/opencl/1.2
Link libraries: Dynamic load
Python (for build): C:/Python27/python.exe
Java:
ant: NO
JNI: C:/Program Files/OpenJDK/openjdk-11.0.9_11/include C:/Program Files/OpenJDK/openjdk-11.0.9_11/include/win32 C:/Program Files/OpenJDK/openjdk-11.0.9_11/include
Java wrappers: NO
Java tests: NO
Install to: C:/Users/ASD/Project/cplusplus/lib/opencv-master/build/install
-----------------------------------------------------------------
Configuring incomplete, errors occurred!
See also "C:/Users/ASD/Project/cplusplus/lib/opencv-master/build/CMakeFiles/CMakeOutput.log".
See also "C:/Users/ASD/Project/cplusplus/lib/opencv-master/build/CMakeFiles/CMakeError.log".
What I am expecting is to be able to be able to configure the cmake build without any cmake error.
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2020 NVIDIA Corporation
Built on Mon_Nov_30_19:15:10_Pacific_Standard_Time_2020
Cuda compilation tools, release 11.2, V11.2.67
Build cuda_11.2.r11.2/compiler.29373293_0
I configured cmake gui to compile opencv using visual studio 2019Microsoft Visual Studio Community 2019
Version 16.8.4
VisualStudio.16.Release/16.8.4+30907.101
Microsoft .NET Framework
Version 4.8.04084
Installed Version: Community
Visual C++ 2019 00435-60000-00000-AA180
Microsoft Visual C++ 2019
ASP.NET and Web Tools 2019 16.8.557.25636
ASP.NET and Web Tools 2019
Azure App Service Tools v3.0.0 16.8.557.25636
Azure App Service Tools v3.0.0
C# Tools 3.8.0-5.20604.10+9ed4b774d20940880de8df1ca8b07508aa01c8cd
C# components used in the IDE. Depending on your project type and settings, a different version of the compiler may be used.
ClangFormat 1.0
Formats code by calling the clang-format executable.
Common Azure Tools 1.10
Provides common services for use by Azure Mobile Services and Microsoft Azure Tools.
Discord RPC for Visual Studio 1.0
A Discord Rich Presence extension for Visual Studio 2017 and 2019.
Extensibility Message Bus 1.2.6 (master@34d6af2)
Provides common messaging-based MEF services for loosely coupled Visual Studio extension components communication and integration.
Image Watch 1.0
IntelliCode Extension 1.0
IntelliCode Visual Studio Extension Detailed Info
Microsoft Azure Tools 2.9
Microsoft Azure Tools for Microsoft Visual Studio 2019 - v2.9.30701.1
Microsoft JVM Debugger 1.0
Provides support for connecting the Visual Studio debugger to JDWP compatible Java Virtual Machines
Microsoft MI-Based Debugger 1.0
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Microsoft Visual C++ Wizards 1.0
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Microsoft Visual Studio VC Package 1.0
Microsoft Visual Studio VC Package
Mono Debugging for Visual Studio 16.8.43 (00471f8)
Support for debugging Mono processes with Visual Studio.
Node.js Tools 1.5.20902.1 Commit Hash:b474efcb6f92db52a8f8e2e6a8cb9648476885cc
Adds support for developing and debugging Node.js apps in Visual Studio
NuGet Package Manager 5.8.1
NuGet Package Manager in Visual Studio. For more information about NuGet, visit https://docs.nuget.org/
NVIDIA CUDA 11.2 Wizards 11.2
Wizards to create new NVIDIA CUDA projects and source files.
NVIDIA Nsight Visual Studio Edition 2020.3.0.20315
NVIDIA Nsight Visual Studio Edition provides tools for GPGPU and graphics development. Copyright © NVIDIA 2010 - 2020.
•Direct3D® and DirectX® are registered trademarks of Microsoft Corporation in the United States and/or other countries.
•Microsoft Detours is used under the Professional license (http://research.microsoft.com/en-us/projects/detours/).
•Gardens Point Parser Generator Copyright 2005 Queensland University of Technology (QUT). All rights reserved.
•Icons from Axialis Software used under the licensing terms found here: www.axialis.com
•NLog Copyright © 2004-2006 Jaroslaw Kowalski ([email protected])
•zlib and libpng used under the zlib/libpnc license (http://opensource.org/licenses/Zlib)
•Breakpad Copyright ©2006, Google Inc. All rights reserved.
•The OpenGL Extension Wrangler Library
Copyright ©2008-2016, Nigel Stewart ([email protected]), Copyright ©2002-2008, Milan Ikits ([email protected]), Copyright ©2002-2008, Marcelo E. Magallon ([email protected]), Copyright ©2002, Lev Povalahev.
All rights reserved.
•LIBSSH2 Copyright ©2004-2007 Sara Golemon ([email protected]), Copyright ©2005,2006 Mikhail Gusarov ([email protected]),Copyright ©2006-2007 The Written Word, Inc.,Copyright ©2007 Eli Fant ([email protected]),Copyright ©2009-2014 Daniel Stenberg., Copyright ©2008, 2009 Simon Josefsson.
All rights reserved.
•Protobuf Copyright ©2014, Google Inc. All rights reserved.
•xxHASH Library Copyright ©2012-2014, Yann Collet. All rights reserved.
•FMT Copyright ©2012 - 2016, Victor Zverovich
•Font Awesome Copyright 2018 Fonticons, Inc.
•ELF Definitions Copyright (c) 2010 Joseph Koshy, All rights reserved.
Warning: This computer program is protected by copyright law and international treaties. Unauthorized reproduction or distribution of this program, or any portion of it, may result in severe civil and criminal penalties, and will be prosecuted to the maximum extent possible under the law.
NVIDIA Nsight Visual Studio Edition - CUDA support 2020.3.0.20315
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ProjectServicesPackage Extension 1.0
ProjectServicesPackage Visual Studio Extension Detailed Info
Python - VC Project Support 16.1.19129.1
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Qt Visual Studio Tools 2.6.0.7
The Qt Visual Studio Tools allow developers to use the standard development environment without having to worry about any Qt-related build steps or tools.
Stack Overflow Quick Launch Search Provider 1.0.1
Stack Overflow search provider for Visual Studio's Quick Launch
Start Page+ 1.0.1
Bring back Start Page! (a document tab, NOT a modal window)
Syntax Highlighting Pack 2.8.134
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Test Adapter for Boost.Test 1.0
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Text Sharp 2.3.0
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TypeScript Tools 16.0.21016.2001
TypeScript Tools for Microsoft Visual Studio
Visual Basic Tools 3.8.0-5.20604.10+9ed4b774d20940880de8df1ca8b07508aa01c8cd
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Visual F# Tools 16.8.0-beta.20507.4+da6be68280c89131cdba2045525b80890401defd
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Visual Studio Tools for CMake 1.0
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VSColorOutput 2.73
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Xamarin 16.8.000.261 (d16-8@bb99248)
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Xamarin Designer 16.8.0.507 (remotes/origin/d16-8@e87b24884)
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Xamarin Templates 16.8.112 (86385a3)
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Xamarin.Android SDK 11.1.0.26 (d16-8/a36ce73)
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Mono: 5e9cb6d
Java.Interop: xamarin/java.interop/d16-8@79d9533
ProGuard: Guardsquare/proguard/proguard6.2.2@ebe9000
SQLite: xamarin/sqlite/3.32.1@1a3276b
Xamarin.Android Tools: xamarin/xamarin-android-tools/d16-8@2fb1cbc
Xamarin.iOS and Xamarin.Mac SDK 14.8.0.3 (c51fabee8)
Xamarin.iOS and Xamarin.Mac Reference Assemblies and MSBuild support.
Commandline options:
-DBUILD_CUDA_STUBS:BOOL="1" -DBUILD_opencv_bgsegm:BOOL="1" -DCUDA_USE_STATIC_CUDA_RUNTIME:BOOL="1" -DCUDA_GENERATION:STRING="" -DANT_EXECUTABLE:FILEPATH="ANT_EXECUTABLE-NOTFOUND" -DCUDA_ARCH_BIN:STRING="6.1" -DWITH_CUDNN:BOOL="0" -DTesseract_LIBRARY:FILEPATH="C:/Users/ASD/Project/cplusplus/lib/tesseract-master/build/bin/RelWithDebInfo/text2image.lib" -DCUDA_ARCH_PTX:STRING="" -DTesseract_DIR:PATH="Tesseract_DIR-NOTFOUND" -DWITH_FREETYPE:BOOL="1" -DCUDA_TOOLKIT_ROOT_DIR:PATH="C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v11.2" -DBUILD_opencv_world:BOOL="1"
Cache file:
BUILD_CUDA_STUBS:BOOL=1
BUILD_opencv_bgsegm:BOOL=1
CUDA_USE_STATIC_CUDA_RUNTIME:BOOL=1
CUDA_GENERATION:STRING=
ANT_EXECUTABLE:FILEPATH=ANT_EXECUTABLE-NOTFOUND
CUDA_ARCH_BIN:STRING=6.1
WITH_CUDNN:BOOL=0
Tesseract_LIBRARY:FILEPATH=C:/Users/ASD/Project/cplusplus/lib/tesseract-master/build/bin/RelWithDebInfo/text2image.lib
CUDA_ARCH_PTX:STRING=
Tesseract_DIR:PATH=Tesseract_DIR-NOTFOUND
WITH_FREETYPE:BOOL=1
CUDA_TOOLKIT_ROOT_DIR:PATH=C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v11.2
BUILD_opencv_world:BOOL=1
Error: CUDA backend requires cuDNN. Please resolve dependency or disable
Attempt to solve the problem:
CUDA_ARCH_BIN to what the version of the cuda
sdk (11.2). I think the flag is about the the cuda dnn versionCUDA_ARCH_PTX to my gpu Compute capability (version) as I think it's about the Compute capability (version). I know what is my compute capability according to this wikipedia article
6.1 like this issue
comment
on opencv issue that is like mine pointed out. After following what he said,
said I still have the error.
857
I was receiving the same error while performing a a cmake command like this
The problem is, OpenCV is expecting WITH_CUDNN to be set to ON while it was OFF.
sudo cmake -D CMAKE_BUILD_TYPE=RELEASE \
-D CMAKE_INSTALL_PREFIX=/usr/local \
-D INSTALL_PYTHON_EXAMPLES=OFF \
-D INSTALL_C_EXAMPLES=OFF \
-D OPENCV_ENABLE_NONFREE=ON \
-D WITH_CUDA=ON \
-D WITH_CUDNN=OFF \ ### This is the switch I had to flip to get it working!
-D OPENCV_DNN_CUDA=ON \
-D ENABLE_FAST_MATH=1
-D CUDA_FAST_MATH=1 \
-D CUDA_ARCH_BIN=10.2 \
-D WITH_CUBLAS=1 \
-D OPENCV_EXTRA_MODULES_PATH=../../opencv_contrib/modules \
-D HAVE_opencv_python3=ON \
-D PYTHON_EXECUTABLE=~/virtualenvs/opencv_cuda/bin/python/ \
-D BUILD_EXAMPLES=OFF ..
I was recieving the exact error as you have:
CMake Error at modules/dnn/CMakeLists.txt:39 (message):
DNN: CUDA backend requires cuDNN. Please resolve dependency or disable
OPENCV_DNN_CUDA=OFF
So Instead of -D WITH_CUDNN=OFF
I used -D WITH_CUDNN=ON
And it worked like a charm when configuring with cmake and compiling with make -j$(nproc)
136
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