FROM nvidia/cuda:9.1-cudnn7-devel-ubuntu16.04

RUN apt-get update && apt-get install -y --no-install-recommends \
         curl \
         vim \
         ca-certificates &&\
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 -y python=$PYTHON_VERSION numpy pyyaml scipy ipython mkl mkl-include cython typing && \
     /opt/conda/bin/conda install -y -c pytorch magma-cuda90 && \
     /opt/conda/bin/conda clean -ya
ENV PATH /opt/conda/bin:$PATH

RUN conda install pytorch torchvision cuda91 -c pytorch