提交 08dd50d6 编写于 作者: L leonwanghui

Add mindspore devel docker image for CPU and GPU backend

Signed-off-by: Nleonwanghui <leon.wanghui@huawei.com>
上级 c75f75a3
......@@ -93,11 +93,13 @@ For installation using `pip`, take `Ubuntu-x86` and `CPU` build version as an ex
MindSpore docker image is hosted on [Docker Hub](https://hub.docker.com/r/mindspore),
currently the containerized build options are supported as follows:
| Hardware Platform | Docker Image URL |
| :---------------- | :--------------- |
| CPU | `mindspore/mindspore-cpu:0.1.0-alpha` |
| GPU | `mindspore/mindspore-gpu:0.1.0-alpha` |
| Ascend | <center></center> |
| Hardware Platform | Docker Image Repository | Tag | Description |
| :---------------- | :---------------------- | :-- | :---------- |
| CPU | `mindspore/mindspore-cpu` | `0.1.0-alpha` | Production environment with pre-installed MindSpore `0.1.0-alpha` CPU release. |
| | | `devel` | Development environment provided to build MindSpore (with `CPU` backend) from the source, refer to https://www.mindspore.cn/install/en for installation details. |
| GPU | `mindspore/mindspore-gpu` | `0.1.0-alpha` | Production environment with pre-installed MindSpore `0.1.0-alpha` GPU release. |
| | | `devel` | Development environment provided to build MindSpore (with `GPU CUDA10.1` backend) from the source, refer to https://www.mindspore.cn/install/en for installation details. |
| Ascend | <center></center> | <center></center> | Coming soon. |
* CPU
......
FROM ubuntu:18.04
MAINTAINER leonwanghui <leon.wanghui@huawei.com>
# Set env
ENV PYTHON_ROOT_PATH /usr/local/python-3.7.5
ENV CMAKE_ROOT_PATH /usr/local/cmake-3.14.1
ENV PATH ${PYTHON_ROOT_PATH}/bin:${CMAKE_ROOT_PATH}/bin:/usr/local/bin:$PATH
# Install base tools
RUN apt update \
&& DEBIAN_FRONTEND=noninteractive apt install -y \
vim \
wget \
curl \
xz-utils \
net-tools \
openssh-client \
git \
ntpdate \
tzdata \
tcl \
sudo \
bash-completion
# Install compile tools
RUN DEBIAN_FRONTEND=noninteractive apt install -y \
gcc \
g++ \
zlibc \
make \
libgmp-dev \
patch \
autoconf \
libtool \
automake \
flex
# Set bash
RUN echo "dash dash/sh boolean false" | debconf-set-selections
RUN DEBIAN_FRONTEND=noninteractive dpkg-reconfigure dash
# Install python (v3.7.5)
RUN apt install -y libffi-dev libssl-dev zlib1g-dev libbz2-dev libncurses5-dev \
libgdbm-dev libgdbm-compat-dev liblzma-dev libreadline-dev libsqlite3-dev \
&& cd /tmp \
&& wget https://github.com/python/cpython/archive/v3.7.5.tar.gz \
&& tar -xvf v3.7.5.tar.gz \
&& cd /tmp/cpython-3.7.5 \
&& mkdir -p ${PYTHON_ROOT_PATH} \
&& ./configure --prefix=${PYTHON_ROOT_PATH} \
&& make -j4 \
&& make install -j4 \
&& rm -f /usr/local/bin/python \
&& rm -f /usr/local/bin/pip \
&& ln -s ${PYTHON_ROOT_PATH}/bin/python3.7 /usr/local/bin/python \
&& ln -s ${PYTHON_ROOT_PATH}/bin/pip3.7 /usr/local/bin/pip \
&& rm -rf /tmp/cpython-3.7.5 \
&& rm -f /tmp/v3.7.5.tar.gz
# Set pip source
RUN mkdir -pv /root/.pip \
&& echo "[global]" > /root/.pip/pip.conf \
&& echo "trusted-host=mirrors.aliyun.com" >> /root/.pip/pip.conf \
&& echo "index-url=http://mirrors.aliyun.com/pypi/simple/" >> /root/.pip/pip.conf
# Install pip package
RUN pip install --no-cache-dir \
numpy \
wheel \
nose \
pytest \
pytest-xdist
# Install cmake (v3.14.1)
RUN cd /tmp \
&& wget https://github.com/Kitware/CMake/releases/download/v3.14.1/cmake-3.14.1-Linux-x86_64.sh \
&& mkdir -p ${CMAKE_ROOT_PATH} \
&& bash ./cmake-3.14.1-Linux-x86_64.sh --prefix=${CMAKE_ROOT_PATH} --exclude-subdir --skip-license \
&& rm -f /tmp/cmake-3.14.1-Linux-x86_64.sh
FROM nvidia/cuda:10.1-cudnn7-devel-ubuntu18.04
MAINTAINER leonwanghui <leon.wanghui@huawei.com>
# Set env
ENV PYTHON_ROOT_PATH /usr/local/python-3.7.5
ENV CMAKE_ROOT_PATH /usr/local/cmake-3.14.1
ENV OMPI_ROOT_PATH /usr/local/openmpi-3.1.5
ENV PATH ${PYTHON_ROOT_PATH}/bin:${CMAKE_ROOT_PATH}/bin:${OMPI_ROOT_PATH}/bin:/usr/local/bin:$PATH
# Install base tools
RUN apt update \
&& DEBIAN_FRONTEND=noninteractive apt install -y \
vim \
wget \
curl \
xz-utils \
net-tools \
openssh-client \
git \
ntpdate \
tzdata \
tcl \
sudo \
bash-completion
# Install compile tools
RUN DEBIAN_FRONTEND=noninteractive apt install -y \
gcc \
g++ \
zlibc \
make \
libgmp-dev \
patch \
autoconf \
libtool \
automake \
flex \
libnccl2=2.4.8-1+cuda10.1 \
libnccl-dev=2.4.8-1+cuda10.1
# Set bash
RUN echo "dash dash/sh boolean false" | debconf-set-selections
RUN DEBIAN_FRONTEND=noninteractive dpkg-reconfigure dash
# Install python (v3.7.5)
RUN apt install -y libffi-dev libssl-dev zlib1g-dev libbz2-dev libncurses5-dev \
libgdbm-dev libgdbm-compat-dev liblzma-dev libreadline-dev libsqlite3-dev \
&& cd /tmp \
&& wget https://github.com/python/cpython/archive/v3.7.5.tar.gz \
&& tar -xvf v3.7.5.tar.gz \
&& cd /tmp/cpython-3.7.5 \
&& mkdir -p ${PYTHON_ROOT_PATH} \
&& ./configure --prefix=${PYTHON_ROOT_PATH} \
&& make -j4 \
&& make install -j4 \
&& rm -f /usr/local/bin/python \
&& rm -f /usr/local/bin/pip \
&& ln -s ${PYTHON_ROOT_PATH}/bin/python3.7 /usr/local/bin/python \
&& ln -s ${PYTHON_ROOT_PATH}/bin/pip3.7 /usr/local/bin/pip \
&& rm -rf /tmp/cpython-3.7.5 \
&& rm -f /tmp/v3.7.5.tar.gz
# Set pip source
RUN mkdir -pv /root/.pip \
&& echo "[global]" > /root/.pip/pip.conf \
&& echo "trusted-host=mirrors.aliyun.com" >> /root/.pip/pip.conf \
&& echo "index-url=http://mirrors.aliyun.com/pypi/simple/" >> /root/.pip/pip.conf
# Install pip package
RUN pip install --no-cache-dir \
numpy \
wheel \
nose \
pytest \
pytest-xdist
# Install cmake (v3.14.1)
RUN cd /tmp \
&& wget https://github.com/Kitware/CMake/releases/download/v3.14.1/cmake-3.14.1-Linux-x86_64.sh \
&& mkdir -p ${CMAKE_ROOT_PATH} \
&& bash ./cmake-3.14.1-Linux-x86_64.sh --prefix=${CMAKE_ROOT_PATH} --exclude-subdir --skip-license \
&& rm -f /tmp/cmake-3.14.1-Linux-x86_64.sh
# Install openmpi (v3.1.5)
RUN cd /tmp \
&& wget https://download.open-mpi.org/release/open-mpi/v3.1/openmpi-3.1.5.tar.gz \
&& tar -xvf openmpi-3.1.5.tar.gz \
&& cd /tmp/openmpi-3.1.5 \
&& mkdir -p ${OMPI_ROOT_PATH} \
&& ./configure --prefix=${OMPI_ROOT_PATH} \
&& make -j4 \
&& make install -j4 \
&& rm -rf /tmp/openmpi-3.1.5 \
&& rm -f /tmp/openmpi-3.1.5.tar.gz
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