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jetson nano上のDockerfileでopencv-pythonのビルドを試みるもエラー((CUDA_cufft_LIBRARY (ADVANCED)...-- Configuring incomplete, errors occurred!)

Last updated at Posted at 2020-11-07

jetson nano上のDockerfileでopencv-pythonのビルドを試みるもエラー

Dockerfile

Dockerfile(該当箇所を抜粋)
# install opencv python3 (without CUDA option)
RUN git clone https://github.com/mdegans/nano_build_opencv /tmp/nano_build_opencv
RUN gosu jetson /tmp/nano_build_opencv/build_opencv.sh 3.4.10

docker build時のエラー

$ docker build -t xxx .
...
--   Video I/O:
--     DC1394:                      YES (ver 2.2.5)
--     FFMPEG:                      YES
--       avcodec:                   YES (ver 57.107.100)
--       avformat:                  YES (ver 57.83.100)
--       avutil:                    YES (ver 55.78.100)
--       swscale:                   YES (ver 4.8.100)
--       avresample:                YES (ver 3.7.0)
--     GStreamer:                   YES
--       base:                      YES (ver 1.14.5)
--       video:                     YES (ver 1.14.5)
--       app:                       YES (ver 1.14.5)
--       riff:                      YES (ver 1.14.5)
--       pbutils:                   YES (ver 1.14.5)
--     libv4l/libv4l2:              1.14.2 / 1.14.2
--     v4l/v4l2:                    linux/videodev2.h
-- 
--   Parallel framework:            pthreads
-- 
--   Trace:                         YES (with Intel ITT)
-- 
--   Other third-party libraries:
--     Lapack:                      YES (/usr/lib/aarch64-linux-gnu/liblapack.so /usr/lib/aarch64-linux-gnu/libcblas.so /usr/lib/aarch64-linux-gnu/libatlas.so)
--     Eigen:                       YES (ver 3.3.4)
--     Custom HAL:                  YES (carotene (ver 0.0.1))
--     Protobuf:                    build (3.5.1)
-- 
--   NVIDIA CUDA:                   YES (ver 10.2, CUFFT CUBLAS FAST_MATH)
--     NVIDIA GPU arch:             53 62 72
--     NVIDIA PTX archs:
-- 
--   OpenCL:                        YES (no extra features)
--     Include path:                /tmp/build_opencv/opencv/3rdparty/include/opencl/1.2
--     Link libraries:              Dynamic load
-- 
--   Python 2:
--     Interpreter:                 /usr/bin/python2.7 (ver 2.7.17)
--     Libraries:                   /usr/lib/aarch64-linux-gnu/libpython2.7.so (ver 2.7.17)
--     numpy:                       /usr/lib/python2.7/dist-packages/numpy/core/include (ver 1.13.3)
--     install path:                lib/python2.7/dist-packages/cv2/python-2.7
-- 
--   Python 3:
--     Interpreter:                 /usr/bin/python3 (ver 3.6.9)
--     Libraries:                   /usr/lib/aarch64-linux-gnu/libpython3.6m.so (ver 3.6.9)
--     numpy:                       /usr/local/lib/python3.6/dist-packages/numpy/core/include (ver 1.19.2)
--     install path:                lib/python3.6/dist-packages/cv2/python-3.6
-- 
--   Python (for build):            /usr/bin/python2.7
-- 
--   Java:                          
--     ant:                         NO
--     JNI:                         NO
--     Java wrappers:               NO
--     Java tests:                  NO
-- 
--   Install to:                    /usr/local
-- -----------------------------------------------------------------
-- 
CMake Error: The following variables are used in this project, but they are set to NOTFOUND.
Please set them or make sure they are set and tested correctly in the CMake files:
CUDA_cufft_LIBRARY (ADVANCED)
...
-- Configuring incomplete, errors occurred!
See also "/tmp/build_opencv/opencv/build/CMakeFiles/CMakeOutput.log".
See also "/tmp/build_opencv/opencv/build/CMakeFiles/CMakeError.log".
make: *** No targets specified and no makefile found.  Stop.
make: *** No rule to make target 'install'.  Stop.

OpenCVビルド時に、CUDA optionをOFFにすることで回避(これで正しいのかな?)

Dockerfile(該当箇所を抜粋)
# install opencv python3 (without CUDA option)
RUN git clone https://github.com/mdegans/nano_build_opencv /tmp/nano_build_opencv
ADD build_opencv.patch /.
RUN patch -p1 /build_opencv.patch && \
    gosu jetson /tmp/nano_build_opencv/build_opencv.sh 3.4.10

CUDA optionをOFFにするpatch

build_opencv.patch
--- build_opencv.sh.org	2020-11-07 11:37:01.350665183 +0900
+++ build_opencv.sh	2020-11-07 11:37:29.144085743 +0900
@@ -108,19 +108,12 @@
         -D BUILD_opencv_python3=ON
         -D CMAKE_BUILD_TYPE=RELEASE
         -D CMAKE_INSTALL_PREFIX=${PREFIX}
-        -D CUDA_ARCH_BIN=5.3,6.2,7.2
-        -D CUDA_ARCH_PTX=
-        -D CUDA_FAST_MATH=ON
-        -D CUDNN_VERSION='8.0'
         -D EIGEN_INCLUDE_PATH=/usr/include/eigen3 
         -D ENABLE_NEON=ON
         -D OPENCV_DNN_CUDA=ON
         -D OPENCV_ENABLE_NONFREE=ON
         -D OPENCV_EXTRA_MODULES_PATH=/tmp/build_opencv/opencv_contrib/modules
         -D OPENCV_GENERATE_PKGCONFIG=ON
-        -D WITH_CUBLAS=ON
-        -D WITH_CUDA=ON
-        -D WITH_CUDNN=ON
         -D WITH_GSTREAMER=ON
         -D WITH_LIBV4L=ON
         -D WITH_OPENGL=ON"
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