Ubuntu14.04下安装caffe环境

xiaoxiao2021-02-28  110

本教程安装caffe的前提是在已安装好cuda8.0和cuddn5.0的基础上安装caffe,安装cuda8.0和安装cudnn5.0的教程见本博客其他博文~~安装caffe环境如下~~~~

1.安装依赖的库

sudo apt-get install libprotobuf-dev libleveldb-dev libsnappy-dev libopencv-dev libhdf5-serial-dev protobuf-compiler sudo apt-get install --no-install-recommends libboost-all-dev 2.安装其余依赖 sudo apt-get install libgflags-dev libgoogle-glog-dev liblmdb-dev 3.安装git,拉取源码 apt-get install git git clone https://github.com/BVLC/caffe.git 4.再转到caffe的python目录,安装scipy cd caffe/python sudo apt-get install python-numpy python-scipy python-matplotlib ipython ipython-notebook python-pandas python-sympy python-nose 5.安装python的pip和easy_install,方便安装软件包 wget --no-check-certificate https://bootstrap.pypa.io/ez_setup.py  python ez_setup.py --insecure wget https://bootstrap.pypa.io/get-pip.py python get-pip.py 6.安装MKL或者Atlas,我装的Atlas 安装命令 sudo apt-get install libatlas-base-dev  7.安装python依赖(路径根据自己的目录可能要调一下) cd caffe/python

执行 su root 

转到root用户执行

for req in $(cat requirements.txt); do pip install $req; done

8.编辑caffe所需的Makefile文件

cd caffe  cp Makefile.config.example Makefile.config  vim Makefile.config  取消对# USE_CUDNN := 1的注释  #为了启用cudnn加速

# cuDNN acceleration switch (uncomment to build with cuDNN).

# USE_CUDNN := 1

9.编译caffe

make -j4  测试一下编译结果  make test  make runtest 10.编译pycaffe make pycaffe -j4
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