Refactor docker image framework

Signed-off-by: leonwanghui <wanghui71leon@gmail.com>

README.md

@@ -70,7 +70,7 @@ MindSpore offers build options across multiple backends:
 | GPU CUDA 10.1 | Ubuntu-x86 | ✔️ |
 | CPU | Ubuntu-x86 | ✔️ |
 
-For installation using `pip`, take `Ubuntu-x86` and `CPU` build version as an example:
+For installation using `pip`, take `CPU` and `Ubuntu-x86` build version as an example:
 
 1. Download whl from [MindSpore download page](https://www.mindspore.cn/versions/en), and install the package.
 
@@ -97,9 +97,11 @@ currently the containerized build options are supported as follows:
 | :---------------- | :---------------------- | :-- | :---------- |
 | 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. |
+|  |  | `runtime` | Runtime environment provided to install MindSpore binary package with `CPU` backend. |
 | 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. |
+|  |  | `runtime` | Runtime environment provided to install MindSpore binary package with `GPU` backend. |
+| Ascend | <center>&mdash;</center> | <center>&mdash;</center> | Coming soon. |
 
 * CPU
 
@@ -111,7 +113,7 @@ currently the containerized build options are supported as follows:
 
 * GPU
 
-    For `GPU` backend, please make sure the `nvidia-container-toolkit` has been installed in advance, here are some install guidelines for Ubuntu users:
+    For `GPU` backend, please make sure the `nvidia-container-toolkit` has been installed in advance, here are some install guidelines for `Ubuntu` users:
     ```
     DISTRIBUTION=$(. /etc/os-release; echo $ID$VERSION_ID)
     curl -s -L https://nvidia.github.io/nvidia-docker/gpgkey | apt-key add -
@@ -153,7 +155,7 @@ currently the containerized build options are supported as follows:
     [ 2.  2.  2.  2.]]]
     ```
 
-If anyone wants to learn more about the build process of MindSpore docker images,
+If you want to learn more about the building process of MindSpore docker images,
 please check out `docker` folder for the details.
 
 ## Quickstart

docker/mindspore-cpu/0.1.0-alpha/Dockerfile

@@ -4,8 +4,7 @@ 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:$PATH
+ENV PATH /usr/local/bin:$PATH
 
 # Install base tools
 RUN apt update \
@@ -64,20 +63,5 @@ RUN mkdir -pv /root/.pip \
     && 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 MindSpore cpu whl package
 RUN pip install --no-cache-dir https://ms-release.obs.cn-north-4.myhuaweicloud.com/0.1.0-alpha/MindSpore/cpu/ubuntu-x86/mindspore-0.1.0-cp37-cp37m-linux_x86_64.whl

docker/mindspore-cpu/devel/Dockerfile

@@ -62,15 +62,8 @@ RUN apt install -y libffi-dev libssl-dev zlib1g-dev libbz2-dev libncurses5-dev \
 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
+    && echo "index-url=http://mirrors.aliyun.com/pypi/simple/" >> /root/.pip/pip.conf \
+    && pip install --no-cache-dir wheel
 
 # Install cmake (v3.14.1)
 RUN cd /tmp \

docker/mindspore-cpu/runtime/Dockerfile

@@ -0,0 +1,64 @@
+FROM ubuntu:18.04
+
+MAINTAINER leonwanghui <leon.wanghui@huawei.com>
+
+# Set env
+ENV PYTHON_ROOT_PATH /usr/local/python-3.7.5
+ENV PATH /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

docker/mindspore-gpu/0.1.0-alpha/Dockerfile

@@ -4,9 +4,9 @@ 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
+ENV PATH ${OMPI_ROOT_PATH}/bin:/usr/local/bin:$PATH
+ENV LD_LIBRARY_PATH ${OMPI_ROOT_PATH}/lib:$LD_LIBRARY_PATH
 
 # Install base tools
 RUN apt update \
@@ -67,21 +67,6 @@ RUN mkdir -pv /root/.pip \
     && 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 \

docker/mindspore-gpu/devel/Dockerfile

@@ -5,8 +5,8 @@ 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
+ENV PATH ${CMAKE_ROOT_PATH}/bin:/usr/local/bin:$PATH
+ENV LD_LIBRARY_PATH /usr/lib/x86_64-linux-gnu:$LD_LIBRARY_PATH
 
 # Install base tools
 RUN apt update \
@@ -35,9 +35,7 @@ RUN DEBIAN_FRONTEND=noninteractive apt install -y \
     autoconf \
     libtool \
     automake \
-    flex \
-    libnccl2=2.4.8-1+cuda10.1 \
-    libnccl-dev=2.4.8-1+cuda10.1
+    flex
 
 # Set bash
 RUN echo "dash dash/sh boolean false" | debconf-set-selections
@@ -65,15 +63,8 @@ RUN apt install -y libffi-dev libssl-dev zlib1g-dev libbz2-dev libncurses5-dev \
 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
+    && echo "index-url=http://mirrors.aliyun.com/pypi/simple/" >> /root/.pip/pip.conf \
+    && pip install --no-cache-dir wheel
 
 # Install cmake (v3.14.1)
 RUN cd /tmp \
@@ -81,15 +72,3 @@ RUN cd /tmp \
     && 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

docker/mindspore-gpu/runtime/Dockerfile

@@ -0,0 +1,80 @@
+FROM nvidia/cuda:10.1-cudnn7-runtime-ubuntu18.04
+
+MAINTAINER leonwanghui <leon.wanghui@huawei.com>
+
+# Set env
+ENV PYTHON_ROOT_PATH /usr/local/python-3.7.5
+ENV OMPI_ROOT_PATH /usr/local/openmpi-3.1.5
+ENV PATH ${OMPI_ROOT_PATH}/bin:/usr/local/bin:$PATH
+ENV LD_LIBRARY_PATH ${OMPI_ROOT_PATH}/lib:$LD_LIBRARY_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 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