Dockerfile

FROM nvidia/cuda:9.0-cudnn7-runtime-ubuntu16.04

# Set anaconda(miniconda) path
ENV MINICONDA /opt/miniconda
ENV PATH $MINICONDA/bin:$PATH

# Download anaconda and install it
RUN apt-get update && apt-get install -y wget build-essential
RUN apt-get update && apt-get install -y --no-install-recommends \
         build-essential \
         cmake \
         git \
         curl \
         ca-certificates

# install miniconda
ENV CONDAV Miniconda3-4.5.4-Linux-x86_64.sh
RUN wget https://repo.continuum.io/miniconda/$CONDAV -P /tmp
RUN bash /tmp/$CONDAV -b -p $MINICONDA
RUN rm /tmp/$CONDAV -rf

# python settings
RUN conda install -y -c anaconda pip tensorflow-gpu==1.6.0
RUN pip install tensorboard keras
RUN pip install scikit-image pandas tqdm
RUN conda install -y -c menpo opencv3

RUN apt-get update && apt-get install -y --no-install-recommends libgtk2.0-dev

EXPOSE 8888 6006
WORKDIR /tmp
RUN ["/bin/bash"]

jupyter とかそのへんも後で追記する