Dockerfile.light

FROM ubuntu:16.04

ENV DEBIAN_FRONTEND=noninteractive

COPY requirements.txt requirements.txt

RUN APT_INSTALL="apt-get install -y --no-install-recommends" && \
    PIP_INSTALL="python -m pip --no-cache-dir install --upgrade" && \
    GIT_CLONE="git clone --depth 10" && \

    rm -rf /var/lib/apt/lists/* \
    /etc/apt/sources.list.d/cuda.list \
    /etc/apt/sources.list.d/nvidia-ml.list && \

    apt-get update && \

    # ==================================================================
    # tools
    # ------------------------------------------------------------------

    $APT_INSTALL \
    build-essential \
    ca-certificates \
    cmake \
    wget \
    git \
    vim \
    && \

    # ==================================================================
    # python
    # ------------------------------------------------------------------

    $APT_INSTALL \
    software-properties-common \
    && \
    add-apt-repository ppa:deadsnakes/ppa && \
    apt-get update && \
    $APT_INSTALL \
    python3.6 \
    python3.6-dev \
    && \
    wget -O ~/get-pip.py \
    https://bootstrap.pypa.io/get-pip.py && \
    python3.6 ~/get-pip.py && \
    ln -s /usr/bin/python3.6 /usr/local/bin/python3 && \
    ln -s /usr/bin/python3.6 /usr/local/bin/python && \
    $PIP_INSTALL \
    setuptools \
    && \

    # ==================================================================
    # jupyter
    # ------------------------------------------------------------------

    $PIP_INSTALL \
    jupyter \
    jupyterlab \
    && \

    # ==================================================================
    # pytorch
    # ------------------------------------------------------------------

    $PIP_INSTALL \
    http://download.pytorch.org/whl/cpu/torch-0.4.0-cp36-cp36m-linux_x86_64.whl \
    torchvision \
    && \

    # ==================================================================
    # tensorflow
    # ------------------------------------------------------------------

    $PIP_INSTALL \
    tensorflow \
    && \

    # ==================================================================
    # config & cleanup
    # ------------------------------------------------------------------

    ldconfig && \
    apt-get clean && \
    apt-get autoremove && \
    rm -rf /var/lib/apt/lists/* /tmp/* ~/*


# ==================================================================
# Python requirements packages
# ------------------------------------------------------------------

RUN  pip install --upgrade -r requirements.txt


EXPOSE 8888 6006