Dockerfile_runtime

FROM ubuntu:16.04 

LABEL com.nvidia.volumes.needed="nvidia_driver"
RUN apt-get update && apt-get install -y --no-install-recommends \
         build-essential \ 
         git \
         curl \
         ca-certificates \
         libjpeg-dev \
         libpng-dev && \
     rm -rf /var/lib/apt/lists/*

RUN curl -o ~/miniconda.sh -O  https://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh  && \
     chmod +x ~/miniconda.sh && \
     ~/miniconda.sh -b -p /opt/conda && \     
     rm ~/miniconda.sh && \
     /opt/conda/bin/conda install conda-build && \
     /opt/conda/bin/conda install numpy pyyaml scipy ipython&& \
     /opt/conda/bin/conda clean -ya 
ENV PATH /opt/conda/bin:$PATH
RUN conda install pytorch torchvision cuda90 -c pytorch && /opt/conda/bin/conda clean -ya

ENV NVIDIA_VISIBLE_DEVICES all
ENV NVIDIA_DRIVER_CAPABILITIES compute,utility
ENV LD_LIBRARY_PATH /usr/local/nvidia/lib:/usr/local/nvidia/lib64

WORKDIR /workspace
RUN chmod -R a+w /workspace