text: FROM nvidia/cuda:8.0-cudnn5-devel
  
  # from continuumio/anaconda3 ###########################################
  # https://hub.docker.com/r/continuumio/anaconda3/
  #
  RUN apt-get update --fix-missing && apt-get install -y wget bzip2 ca-certificates \
      libglib2.0-0 libxext6 libsm6 libxrender1 \
      git mercurial subversion
  RUN echo 'export PATH=/opt/conda/bin:$PATH' > /etc/profile.d/conda.sh && \
      wget --quiet https://repo.continuum.io/archive/Anaconda3-4.0.0-Linux-x86_64.sh && \
      /bin/bash /Anaconda3-4.0.0-Linux-x86_64.sh -b -p /opt/conda && \
      rm /Anaconda3-4.0.0-Linux-x86_64.sh
  
  RUN apt-get install -y curl grep sed dpkg && \
      TINI_VERSION=`curl https://github.com/krallin/tini/releases/latest | grep -o "/v.*\"" | sed 's:^..\(.*\).$:\1:'` && \
      curl -L "https://github.com/krallin/tini/releases/download/v${TINI_VERSION}/tini_${TINI_VERSION}.deb" > tini.deb && \
      dpkg -i tini.deb && \
      rm tini.deb && \
      apt-get clean
  
  ENV PATH /opt/conda/bin:$PATH
  
  RUN conda install pip
  RUN conda install nomkl numpy scipy scikit-learn numexpr
  
  # http://bugs.python.org/issue19846
  # > At the moment, setting "LANG=C" on a Linux system *fundamentally breaks Python 3*, and that's not OK.
  ENV LANG C.UTF-8
  
  ENTRYPOINT [ "/usr/bin/tini", "--" ]
  CMD [ "/bin/bash" ]
  
  #######################################################################
  #######################################################################
  
  RUN apt-get update && \
  apt-get install -y libopenblas-dev libopenblas-base && \
  apt-get install -y git
  
  # from kaixhin/cuda-theano ############################################
  # https://hub.docker.com/r/kaixhin/cuda-theano/
  #
  #RUN apt-get update && apt-get install -y \ 
  # git
  # libopenblas-dev \
  # python-dev \
  # python-pip \
  # python-nose \
  # python-numpy \
  # python-scipy
  
  # Set CUDA_ROOT
  ENV CUDA_ROOT /usr/local/cuda/bin 
  # Install bleeding-edge Theano 
  RUN pip install --upgrade --no-deps git+git://github.com/Theano/Theano.git 
  
  ###########################################################################
  ###########################################################################
  
  RUN ln -s /usr/local/nvidia/lib64/libcuda.so.1 /usr/lib/x86_64-linux-gnu/libcuda.so
  
  RUN pip install keras
  ENV KERAS_BACKEND theano
  RUN python -c "import keras"
  
  # theano
  # Set up .theanorc for CUDA 
  RUN echo "[global]\ndevice=gpu\nfloatX=float32\noptimizer_including=cudnn\n[lib]\ncnmem=0.94\n[nvcc]\nfastmath=True" > /root/.theanorc
  
  ########################################################################################
  
  RUN conda install -y shapely gdal
  RUN pip install xgboost
  RUN echo "umask 0000" >> /root/.bashrc
  
  COPY program.py /root
  COPY model /root/model
  
  WORKDIR /root