2018-12-31 setup-caffe-on-CentOS
2018-12-31 本文已影响0人
七点水Plus
CentOS 7.4
OpenBLAS 0.2.20
OpenCV 3.3.1
Cmake 3.10.3
!/usr/bin/bash
echo "https://www.cnblogs.com/qjoanven/p/7813957.html"
sudo yum install -y protobuf-devel leveldb-devel snappy-devel opencv-devel boost-devel hdf5-devel
sudo yum install -y gflags-devel glog-devel lmdb-devel
sudo yum install -y atlas-devel cmake glibc-devel gcc-gfortran autoconf automake gcc gcc-c++ git libtool make pkgconfig zlib-devel SDL* yasm* python-devel cmake* git ncurses* *freetype2 nasm nasm*
# Download BVLC caffe
git clone https://github.com/BVLC/caffe.git
mkdir pre-installed
cd pre-intstalled/
# openBlas
wget http://github.com/xianyi/OpenBLAS/archive/v0.2.20.tar.gz
tar xzvf v0.2.20.tar.gz
cd OpenBLAS-0.2.20
#wget http://public.dhe.ibm.com/software/server/POWER/Linux/xl-compiler/eval/ppc64le/rhel7/repodata/repomd.xml.key
#sudo rpm --import repomd.xml.key
#wget http://public.dhe.ibm.com/software/server/POWER/Linux/xl-compiler/eval/ppc64le/rhel7/ibm-xl-compiler-eval.repo
#sudo cp ibm-xl-compiler-eval.repo /etc/yum.repos.d/
#sudo yum install libxlmass-devel.8.1.3
make NO_LAPACK=1
sudo make PREFIX=/usr/local install
export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/local/lib
# intel MKL (failed, please use openBlas)
# Download at https://registrationcenter.intel.com/en/products/postregistration/?sn=NVGW-F7967LCN&EmailID=yuan.xiong%40intel.com&Sequence=1765794&dnld=t
tar zxvf l_mkl_2019.1.144.tgz
cd l_mkl_2019.1.144.tgz
sudo sh install_GUI.sh
# setup mkl env.
echo '/opt/intel/lib/intel64' | sudo tee -a /etc/ld.so.conf.d/intel_mkl.conf
echo '/opt/intel/mkl/lib/intel64' | sudo tee -a /etc/ld.so.conf.d/intel_mkl.conf
echo '/usr/local/cuda/lib64' | sudo tee -a /etc/ld.so.conf.d/cuda.conf
echo '/lib' | sudo tee -a /etc/ld.so.conf.d/cuda.conf
sudo ldconfig
# Verify mkl installation.
cd /opt/intel/mkl/examples/examples_core_c/cblas
source /opt/intel/mkl/bin/mklvars.sh intel64
sudo make libintel64 compiler=gnu
#prompt 'set mkl to BLAS in Makefile.config'
#BLAS := mkl
#BLAS_INCLUDE := /opt/intel/mkl
#BLAS_LIB := /opt/intel/mkl
# protobuf
echo 'https://blog.csdn.net/u014156736/article/details/52331392'
sudo yum install -y autoconf automake libtool curl make gcc-c++ unzip
# Download
cd pre-intstalled/
git clone https://github.com/google/protobuf.git
cd protobuf/
git submodule update --init --recursive
./autogen.sh
./configure --prefix=/usr/local/protobuf
make -j16
make check
sudo make install
# python mode in protobuf
cd protobuf/python/
sudo python setup.py build
sudo python setup.py test
sudo python setup.py install
#\u5b8c\u6210\u540e\uff0c\u9a8c\u8bc1\u662f\u5426\u5b89\u88c5\u6210\u529f
echo 'Check python protobuf:'
protoc --version
cd -
# cmake
yum install gcc gcc-c++ sudo autoconf automake libtool git
wget https://cmake.org/files/v3.10/cmake-3.10.3.tar.gz
./bootstrap --prefix=/usr/local
gmake && gmake install
# for cmake
export PATH=/usr/local/bin/:$PATH
# OpenCV
echo 'https://www.cnblogs.com/0x4863/p/7890115.html'
echo 'https://blog.csdn.net/qinglongzhan/article/details/81942935'
yum -y install epel-release
# for CentOS 7 ffmpeg
echo "https://www.cnblogs.com/zhangyin6985/p/6513483.html"
su -c 'yum localinstall --nogpgcheck https://download1.rpmfusion.org/free/el/rpmfusion-free-release-7.noarch.rpm https://download1.rpmfusion.org/nonfree/el/rpmfusion-nonfree-release-7.noarch.rpm'
#sudo rpm --import http://li.nux.ro/download/nux/RPM-GPG-KEY-nux.ro
#sudo rpm -Uvh http://li.nux.ro/download/nux/dextop/el7/x86_64/nux-dextop-release-0-1.el7.nux.noarch.rpm
sudo yum install -y ffmpeg ffmpeg-devel
yum install -y gcc gcc-c++ gtk* gtk+-devel libjpeg-devel libtiff-devel jasper-devel libpng-devel zlib-devel cmake libdc1394
yum install -y git gtk2-devel pkgconfig numpy python python-pip python-devel gstreamer-plugins-base-devel libv4l mplayer mencoder flvtool2
wget https://github.com/opencv/opencv/archive/3.3.1.zip
unzip 3.3.1.zip
cd opencv-3.3.1
mkdir build
cd build/
cmake -D WITH_TBB=ON -D WITH_EIGEN=ON ..
cmake -D BUILD_DOCS=ON -D BUILD_TESTS=OFF -D BUILD_PERF_TESTS=OFF -D BUILD_EXAMPLES=OFF ..
cmake -D WITH_OPENCL=OFF -D WITH_CUDA=OFF -D BUILD_opencv_gpu=OFF -D BUILD_opencv_gpuarithm=OFF -D BUILD_opencv_gpubgsegm=OFF -D BUILD_opencv_gpucodec=OFF -D BUILD_opencv_gpufeatures2d=OFF -D BUILD_opencv_gpufilters=OFF -D BUILD_opencv_gpuimgproc=OFF -D BUILD_opencv_gpulegacy=OFF -D BUILD_opencv_gpuoptflow=OFF -D BUILD_opencv_gpustereo=OFF -D BUILD_opencv_gpuwarping=OFF ..
cmake -D CMAKE_BUILD_TYPE=RELEASE -D CMAKE_INSTALL_PREFIX=/usr/local ..
# wait for serveral minutes
# download https://github.com/opencv/opencv_3rdparty/blob/ippicv/master_20170822/ippicv/ippicv_2017u3_lnx_intel64_general_20170822.tgz
make
sudo make install
# set up env.
echo "/usr/local/lib" > /etc/ld.so.conf.d/opencv.conf
sudo ldconfig
export PKG_CONFIG_PATH=$PKG_CONFIG_PATH:/usr/local/lib/pkgconfig
# varify
cd ../samples/cpp/example_cmake
make
./opencv_example
#prompt 'set 3 to OpenCV version in Makefile.config'
#OPENCV_VERSION := 3
# gflags
wget --no-check-certificate https://github.com/schuhschuh/gflags/archive/master.zip
mkdir build && cd build
export CXXFLAGS="-fPIC" && cmake .. && make VERBOSE=1
make && make install
##------------------------------------------------------------------------------------------------------##
# make config
# for CentOS 7.4
echo 'https://www.cnblogs.com/qjoanven/p/7813957.html'
echo 'https://zhuanlan.zhihu.com/p/25709284'
echo 'https://www.linuxidc.com/Linux/2017-10/147617.htm'
echo 'https://blog.csdn.net/u012253191/article/details/79027494'
echo 'Makefile.config'
echo 'cp Makefile.config.example Makefile.config'
echo 'CPU_ONLY := 1'
echo 'BLAS := open'
echo 'OPENCV_VERSION := 3'
echo 'WITH_PYTHON_LAYER := 1'
echo 'INCLUDE_DIRS := $(PYTHON_INCLUDE) /usr/local/include /usr/include/hdf5/serial'
echo 'LIBRARY_DIRS := $(PYTHON_LIB) /usr/local/lib /usr/lib /usr/lib/x86_64-linux-gnu /usr/lib/x86_64-linux-gnu/hdf5/serial'
echo '#-gencode arch=compute_20,code=sm_20 \'
echo '#-gencode arch=compute_20,code=sm_21 \'
#prompt '[Config] configure the Caffe Makefile.config done?'
echo 'Makefile'
echo 'caffe/Makefile'
echo 'LIBRARIES += glog gflags protobuf boost_system boost_filesystem m hdf5_serial_hl hdf5_serial'
echo 'NVCCFLAGS += -D_FORCE_INLINES -ccbin=$(CXX) -Xcompiler -fPIC $(COMMON_FLAGS)'
#prompt '[Config] configure the Caffe Makefile done?'
echo 'CUDA host_config'
echo '/usr/local/cuda/targets/x86_64-linux/include/crt/host_config.h'
echo '//#error-- unsupported GNU version! gcc versions later than 6 are not supported!'
#prompt '[Config] configure the Caffe CUDA host_config done?'
echo 'g++ 5'
##------------------------------------------------------------------------------------------------------##
# make
make clean
make all -j16
make test -j16
make runtest
# [----------] Global test environment tear-down
# [==========] 1162 tests from 152 test cases ran. (36361 ms total)
# [ PASSED ] 1162 tests.
