dockerfile:python-cuda-nvidia-cudnn

centos7

FROM       centos:7
MAINTAINER      yon@xxxx.com
RUN        yum   -y  install  make   wget     \
      &&   wget -O /etc/yum.repos.d/CentOS-Base.repo http://mirrors.aliyun.com/repo/Centos-7.repo   \
      &&   wget -P /etc/yum.repos.d/ http://mirrors.aliyun.com/repo/epel-7.repo                     \
      &&   yum clean all    &&   yum makecache

RUN        yum  -y   install zlib-devel bzip2-devel openssl-devel ncurses-devel sqlite-devel readline-devel tk-devel gcc
RUN        wget -O   /usr/local/src/Python-3.5.5.tar.xz   https://www.python.org/ftp/python/3.5.5/Python-3.5.5.tar.xz \
     &&    cd   /usr/local/src/  &&  xz -d       Python-3.5.5.tar.xz  &&  tar -xf      Python-3.5.5.tar             \
     &&    cd   /usr/local/src/Python-3.5.5   &&  ./configure prefix=/usr/local/python3     &&  make && make install

RUN        mv /usr/bin/python /usr/bin/python.bak   \
     &&    ln -s /usr/local/python3/bin/python3.5  /usr/bin/python    && rm -rf /usr/bin/pip*   \
     &&    ln -s  /usr/local/python3/bin/pip3   /usr/bin/pip3   \
     &&    ln -s  /usr/bin/pip3  /usr/bin/pip

RUN        sed  -i  's@/usr/bin/python@/usr/bin/python2@'  /usr/bin/yum     \
     &&    sed  -i  's@/usr/bin/python@/usr/bin/python2@'  /usr/libexec/urlgrabber-ext-down   

RUN  pip3  install  -i  https://pypi.tuna.tsinghua.edu.cn/simple    tensorflow==1.11.0     \
     &&  pip3  install  -i  https://pypi.tuna.tsinghua.edu.cn/simple   Keras==2.2.4

centos7-gpu

FROM       nvidia/cuda:9.0-cudnn7-devel-centos7
MAINTAINER      yon@xxxx.com
RUN        yum   -y  install  make   wget     \
      &&   wget -O /etc/yum.repos.d/CentOS-Base.repo http://mirrors.aliyun.com/repo/Centos-7.repo   \
      &&   wget -P /etc/yum.repos.d/ http://mirrors.aliyun.com/repo/epel-7.repo                     \
      &&   yum clean all    &&   yum makecache

RUN        yum  -y   install zlib-devel bzip2-devel openssl-devel ncurses-devel sqlite-devel readline-devel tk-devel gcc
RUN        wget -O   /usr/local/src/Python-3.5.5.tar.xz   https://www.python.org/ftp/python/3.5.5/Python-3.5.5.tar.xz \
     &&    cd   /usr/local/src/  &&  xz -d       Python-3.5.5.tar.xz  &&  tar -xf      Python-3.5.5.tar             \
     &&    cd   /usr/local/src/Python-3.5.5   &&  ./configure prefix=/usr/local/python3     &&  make && make install

RUN        mv /usr/bin/python /usr/bin/python.bak   \
     &&    ln -s /usr/local/python3/bin/python3.5  /usr/bin/python    && rm -rf /usr/bin/pip*   \
     &&    ln -s  /usr/local/python3/bin/pip3   /usr/bin/pip3   \
     &&    ln -s  /usr/bin/pip3  /usr/bin/pip

RUN        sed  -i  's@/usr/bin/python@/usr/bin/python2@'  /usr/bin/yum     \
     &&    sed  -i  's@/usr/bin/python@/usr/bin/python2@'  /usr/libexec/urlgrabber-ext-down   

RUN  pip3  install  -i https://mirrors.aliyun.com/pypi/simple/       tensorflow-gpu==1.11.0     \
     &&    pip3  install -i  https://mirrors.aliyun.com/pypi/simple/  Keras==2.2.4

ubuntu1804-gpu

FROM     nvidia/cuda:9.0-cudnn7-devel-ubuntu16.04
MAINTAINER yon
#ADD    Python-3.5.5.tgz   /opt
#更新apt
RUN  apt-get update && apt-get install -y  wget
RUN  wget -O   /opt/Python-3.5.5.tar.tgz   https://www.python.org/ftp/python/3.5.5/Python-3.5.5.tgz
#安装依赖
RUN  apt-get install gcc -y && apt-get install make -y \
                && apt-get install vim -y && apt-get install openssl -y \
                && apt-get install libssl-dev -y && apt-get install python3-pip -y

RUN   cd  /opt/    &&   tar  xf  Python-3.5.5.tar.tgz   \
      &&       /opt/Python-3.5.5/configure --prefix=/usr/local/python3.5 \
                && make && make install
RUN  pip3  install -i  https://mirrors.aliyun.com/pypi/simple/  tensorflow-gpu==1.11.0  \
                &&  pip3  install -i  https://mirrors.aliyun.com/pypi/simple/  Keras==2.2.4
CMD [""]