dockerfile:python-cuda-nvidia-cudnn
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centos7
FROM centos:7
MAINTAINER yon@DataExa.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@DataExa.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
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