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centos7-deep

Setup Deep Learning Environment on CentOS 7

系统配置和准备

  • 支持cuda的显卡
  • 干净安装的CentOS 7
  • 用一个带无需密码的sudo权限的用户登陆(怎么搞?)
  • 去这里注册并下载cuDNN
  • 去这里下载NVidia显卡驱动
git clone https://github.com/aaalgo/centos7-deep.git

把cudnn-7.0-linux-x64-v3.0-prod.tgz放入centos7-deep目录底下

安装基本系统

运行下面的命令将安装cuda, theano, lasagne, tensorflow以及各种必须的包

cd centos7-deep
./install1.sh

重启机器, 安装显卡驱动

./NVIDIA-Linux-x86_64-361.28.run # 下载的nvidia显卡驱动


cd centos7-deep
./install2.sh

安装mxnet

./install-mxnet.sh

安装Caffe

./install-caffe.sh

安装Nirvana neon

./install-neon.sh

注意neon只支持virtualenv安装, 需要用. $HOME/.neon/bin/activate激活virtualenv

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