Hey, I am trying to buiild OpenCV from source to use CUDA.
That’s my build script:
#!/bin/bash
# License: MIT. See license file in root directory
# Copyright(c) JetsonHacks (2017-2019)
OPENCV_VERSION=3.4.1
# Jetson Nano
ARCH_BIN=7.2
INSTALL_DIR=/usr/local
# Download the opencv_extras repository
# If you are installing the opencv testdata, ie
# OPENCV_TEST_DATA_PATH=../opencv_extra/testdata
# Make sure that you set this to YES
# Value should be YES or NO
DOWNLOAD_OPENCV_EXTRAS=NO
# Source code directory
OPENCV_SOURCE_DIR=$HOME
WHEREAMI=$PWD
# NUM_JOBS is the number of jobs to run simultaneously when using make
# This will default to the number of CPU cores (on the Nano, that's 4)
# If you are using a SD card, you may want to change this
# to 1. Also, you may want to increase the size of your swap file
NUM_JOBS=$(nproc)
CLEANUP=true
PACKAGE_OPENCV="-D CPACK_BINARY_DEB=ON"
function usage
{
echo "usage: ./buildOpenCV.sh [[-s sourcedir ] | [-h]]"
echo "-s | --sourcedir Directory in which to place the opencv sources (default $HOME)"
echo "-i | --installdir Directory in which to install opencv libraries (default /usr/local)"
echo "--no_package Do not package OpenCV as .deb file (default is true)"
echo "-h | --help This message"
}
# Iterate through command line inputs
while [ "$1" != "" ]; do
case $1 in
-s | --sourcedir ) shift
OPENCV_SOURCE_DIR=$1
;;
-i | --installdir ) shift
INSTALL_DIR=$1
;;
--no_package ) PACKAGE_OPENCV=""
;;
-h | --help ) usage
exit
;;
* ) usage
exit 1
esac
shift
done
CMAKE_INSTALL_PREFIX=$INSTALL_DIR
# Print out the current configuration
echo "Build configuration: "
echo " NVIDIA Jetson Nano"
echo " OpenCV binaries will be installed in: $CMAKE_INSTALL_PREFIX"
echo " OpenCV Source will be installed in: $OPENCV_SOURCE_DIR"
if [ "$PACKAGE_OPENCV" = "" ] ; then
echo " NOT Packaging OpenCV"
else
echo " Packaging OpenCV"
fi
if [ $DOWNLOAD_OPENCV_EXTRAS == "YES" ] ; then
echo "Also downloading opencv_extras"
fi
# Repository setup
sudo apt-add-repository universe
sudo apt-get update
# Download dependencies for the desired configuration
cd $WHEREAMI
sudo apt-get install -y \
build-essential \
cmake \
libavcodec-dev \
libavformat-dev \
libavutil-dev \
libeigen3-dev \
libglew-dev \
libgtk2.0-dev \
libgtk-3-dev \
libjpeg-dev \
libpng-dev \
libpostproc-dev \
libswscale-dev \
libtbb-dev \
libtiff5-dev \
libv4l-dev \
libxvidcore-dev \
libx264-dev \
qt5-default \
zlib1g-dev \
pkg-config
# We will be supporting OpenGL, we need a little magic to help
# https://devtalk.nvidia.com/default/topic/1007290/jetson-tx2/building-opencv-with-opengl-support-/post/5141945/#5141945
cd /usr/local/cuda/include
sudo patch -N cuda_gl_interop.h $WHEREAMI'/patches/OpenGLHeader.patch'
# Python 2.7
sudo apt-get install -y python-dev python-numpy python-py python-pytest
# Python 3.6
sudo apt-get install -y python3-dev python3-numpy python3-py python3-pytest
# GStreamer support
sudo apt-get install -y libgstreamer1.0-dev libgstreamer-plugins-base1.0-dev
cd $OPENCV_SOURCE_DIR
git clone --branch "$OPENCV_VERSION" https://github.com/opencv/opencv.git
git clone --branch "$OPENCV_VERSION" https://github.com/opencv/opencv_contrib.git
if [ $DOWNLOAD_OPENCV_EXTRAS == "YES" ] ; then
echo "Installing opencv_extras"
# This is for the test data
cd $OPENCV_SOURCE_DIR
git clone https://github.com/opencv/opencv_extra.git
cd opencv_extra
git checkout -b v${OPENCV_VERSION} ${OPENCV_VERSION}
fi
# Patch the Eigen library issue ...
cd $OPENCV_SOURCE_DIR/opencv
sed -i 's/include <Eigen\/Core>/include <eigen3\/Eigen\/Core>/g' modules/core/include/opencv2/core/private.hpp
# Create the build directory and start cmake
cd $OPENCV_SOURCE_DIR/opencv
mkdir build
cd build
# Here are some options to install source examples and tests
# -D INSTALL_TESTS=ON \
# -D OPENCV_TEST_DATA_PATH=../opencv_extra/testdata \
# -D INSTALL_C_EXAMPLES=ON \
# -D INSTALL_PYTHON_EXAMPLES=ON \
# If you are compiling the opencv_contrib modules:
# curl -L https://github.com/opencv/opencv_contrib/archive/3.4.1.zip -o opencv_contrib-3.4.1.zip
# There are also switches which tell CMAKE to build the samples and tests
# Check OpenCV documentation for details
# -D WITH_QT=ON \
echo $PWD
time cmake -D CMAKE_BUILD_TYPE=RELEASE \
-D CMAKE_INSTALL_PREFIX=${CMAKE_INSTALL_PREFIX} \
-D WITH_CUDA=ON \
-D CUDA_ARCH_BIN=${ARCH_BIN} \
-D CUDA_ARCH_PTX="" \
-D WITH_CUDNN=ON \
-D CUDNN_VERSION='8.0' \
-D OPENCV_GENERATE_PKGCONFIG=ON \
-D ENABLE_FAST_MATH=ON \
-D CUDA_FAST_MATH=ON \
-D WITH_CUBLAS=ON \
-D WITH_LIBV4L=ON \
-D WITH_V4L=ON \
-D WITH_GSTREAMER=ON \
-D WITH_GSTREAMER_0_10=OFF \
-D WITH_OPENGL=ON \
-D BUILD_opencv_python2=ON \
-D BUILD_opencv_python3=ON \
-D WITH_QT=ON \
-D BUILD_TESTS=OFF \
-D BUILD_PERF_TESTS=OFF \
-D OPENCV_EXTRA_MODULES_PATH=../../opencv_contrib/modules \
-D ENABLE_PRECOMPILED_HEADERS=OFF \
$"PACKAGE_OPENCV" \
../
if [ $? -eq 0 ] ; then
echo "CMake configuration make successful"
else
# Try to make again
echo "CMake issues " >&2
echo "Please check the configuration being used"
exit 1
fi
# Consider the MAXN performance mode if using a barrel jack on the Nano
time make -j$NUM_JOBS
if [ $? -eq 0 ] ; then
echo "OpenCV make successful"
else
# Try to make again; Sometimes there are issues with the build
# because of lack of resources or concurrency issues
echo "Make did not build " >&2
echo "Retrying ... "
# Single thread this time
make
if [ $? -eq 0 ] ; then
echo "OpenCV make successful"
else
# Try to make again
echo "Make did not successfully build" >&2
echo "Please fix issues and retry build"
exit 1
fi
fi
echo "Installing ... "
sudo make install
sudo ldconfig
if [ $? -eq 0 ] ; then
echo "OpenCV installed in: $CMAKE_INSTALL_PREFIX"
else
echo "There was an issue with the final installation"
exit 1
fi
# If PACKAGE_OPENCV is on, pack 'er up and get ready to go!
# We should still be in the build directory ...
if [ "$PACKAGE_OPENCV" != "" ] ; then
echo "Starting Packaging"
sudo ldconfig
time sudo make package -j$NUM_JOBS
if [ $? -eq 0 ] ; then
echo "OpenCV make package successful"
else
# Try to make again; Sometimes there are issues with the build
# because of lack of resources or concurrency issues
echo "Make package did not build " >&2
echo "Retrying ... "
# Single thread this time
sudo make package
if [ $? -eq 0 ] ; then
echo "OpenCV make package successful"
else
# Try to make again
echo "Make package did not successfully build" >&2
echo "Please fix issues and retry build"
exit 1
fi
fi
fi
# check installation
IMPORT_CHECK="$(python -c "import cv2 ; print cv2.__version__")"
if [[ $IMPORT_CHECK != *$OPENCV_VERSION* ]]; then
echo "There was an error loading OpenCV in the Python sanity test."
echo "The loaded version does not match the version built here."
echo "Please check the installation."
echo "The first check should be the PYTHONPATH environment variable."
fi
Some of the CMake output:
WARNING: Can't build ffmpeg test code
-- CUDA detected: 10.2
-- CUDA NVCC target flags: -gencode;arch=compute_72,code=sm_72;-D_FORCE_INLINES
-- Could not find OpenBLAS include. Turning OpenBLAS_FOUND off
-- Could not find OpenBLAS lib. Turning OpenBLAS_FOUND off
-- Could NOT find Atlas (missing: Atlas_CLAPACK_INCLUDE_DIR)
-- A library with BLAS API found.
-- A library with LAPACK API found.
The error I get:
from /home/nvidia/opencv/modules/core/src/matrix_c.cpp:3:
/usr/local/cuda/include/npp.h:62:0: note: this is the location of the previous definition
#define NPP_VERSION (NPP_VER_MAJOR * 1000 + \
c++: internal compiler error: Segmentation fault (program cc1plus)
Please submit a full bug report,
with preprocessed source if appropriate.
See <file:///usr/share/doc/gcc-7/README.Bugs> for instructions.
modules/core/CMakeFiles/opencv_core.dir/build.make:1131: recipe for target 'modules/core/CMakeFiles/opencv_core.dir/src/lapack.cpp.o' failed
make[2]: *** [modules/core/CMakeFiles/opencv_core.dir/src/lapack.cpp.o] Error 4
make[2]: *** Waiting for unfinished jobs....
CMakeFiles/Makefile2:2462: recipe for target 'modules/core/CMakeFiles/opencv_core.dir/all' failed
make[1]: *** [modules/core/CMakeFiles/opencv_core.dir/all] Error 2
Makefile:162: recipe for target 'all' failed
make: *** [all] Error 2
I used to be able to compile it wit that bash script but I think I may have deleted some libraries when trying to install another repositories and now it’s not working. I tried to install lapack and openblas using sudo apt get, It didn’t help.
How can I to fix that?