Centos + CUDA7.5 + caffe配置教程
安裝作業系統
Install CentOS 7.x （開發版/完全版）
安裝NVIDIA驅動與CUDA
進入作業系統本文模式
sudo ln -sf /lib/systemd/system/multi-user.target/etc/systemd/system/default.target
禁用Nouvean驅動
# 重新建立 initramfs image file
sudo mv /boot/initramfs-$(uname -r).img /boot/initramfs-$(uname -r).img.bak
sudo dracut -v /boot/initramfs-$(uname -r).img $(uname -r)
reboot
檢視Nouvean驅動沒有被啟動
1. 圖形介面解析度降低
2. lsmod | grep nouvean
執行：cuda_7.5.18_linux.run
sudo sh $(BACKUP_ROOT)/cuda_7.5.18_linux.run
安裝CuDNN
tar zxvf $(BACKUP_ROOT)/cudnn-7.5-linux-x64-v5.1-rc.tgz
sudo cp $(BACKUP_ROOT)/cuda/include/cudnn.h /usr/local/cuda/include
sudo cp $(BACKUP_ROOT)/cuda/lib64/* /usr/local/cuda/lib64
安裝YUM可直接配置的依賴項
sudo yum install gcc python-devel protobuf-devel snappy-develboost-devel opencv-devel opencv-python libpng-devel libjpeg-develfreetype-devel
安裝CMake
sudo cp cmake-3.6.0-rc2-Linux-x86_64.sh /usr/local
cd /usr/local
sudo sh cmake-3.6.0-rc2-Linux-x86_64.sh
sudo ln -sf /usr/local/cmake-3.6.0-rc2-Linux-x86_64 /usr/local/cmake
安裝PIP
sudo python get-pip.py
安裝OpenCV-2.4.13
export PATH=/usr/local/cmake/bin:$PATH
unzip -q $(BACKUP_ROOT)/opencv-2.4.13.zip
sudo mv $(BACKUP_ROOT)/opencv-2.4.13 /usr/local/
cd /usr/local/opencv-2.4.13
mkdir release
cd release
cmake -D WITH_CUDA=ON -D WITH_CUBLAS=ON -D CMAKE_BUILD_TYPE=RELEASE -DCMAKE_INSTALL_PREFIX=/usr/local ..
make -j8
sudo make install
安裝HDF5
tar zxvf hdf5-1.8.17-linux-centos7-x86_64-gcc485-shared.tar.gz
sudo mv hdf5-1.8.17-linux-centos7-x86_64-gcc485-shared /usr/local
sudo ln -sf /usr/local/hdf5-1.8.17-linux-centos7-x86_64-gcc485-shared//usr/local/hdf5
cd /usr/local/hdf5
sudo cp ./bin/* /usr/local/bin
sudo cp ./include/* /usr/local/include
sudo cp -r ./lib/* /usr/local/lib
sudo cp -rR ./share/* /usr/local/share
安裝LevelDB
mv v1.18.zip leveldb-v1.18.zip
unzip -q leveldb-v1.18.zip
sudo mv leveldb-1.18 /usr/local
sudo ln -sf /usr/local/leveldb-1.18 /usr/local/leveldb
cd /usr/local/leveldb
make
sudo cp -r libleveldb.* /usr/local/lib
cd include
sudo cp -R leveldb /usr/local/include
安裝LMDB
sudo mv lmdb /usr/local
cd /usr/local/lmdb/libraries/liblmdb
sudo make
sudo make install
安裝GLog
sudo mv glog-0.3.3 /usr/local/
sudo ln -sf /usr/local/glog-0.3.3 /usr/local/glog
cd /usr/local/glog
./configure
make
sudo make install
安裝GFlags
mv master.zip gflags.zip
unzip -q gflags.zip
cd gflags-master
mkdir build && cd build
export PATH=/usr/local/cmake/bin:$PATH
export CXXFLAGS="-fPIC" && cmake.. && make VERBOSE=1
make && sudo make install
cd ../../ && sudo mv gflags-master/usr/local/gflags
安裝OpenBlas
git clone git://github.com/xianyi/OpenBLAS.git
sudo cp -r OpenBLAS/ /usr/local/
cd /usr/local/OpenBLAS
sudo make
sudo make PREFIX=/usr/local install
安裝python依賴項
sudo pip install easydict cython scipy protobuf scikit-image matplotlib
sudo pip install --upgrade numpy
OK！ 最後下載caffe安裝包，編輯下Makefile.config編譯就可以啦！