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- FROM tensorflow/tensorflow:latest-gpu
- MAINTAINER ahkui <ahkui@outlook.com>
- RUN apt-get update && apt-get install -y --no-install-recommends \
- python \
- python-dev \
- && \
- apt-get autoremove -y && \
- apt-get autoclean && \
- apt-get clean && \
- rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
- RUN apt-get update && apt-get install -y --no-install-recommends \
- wget \
- git \
- && \
- apt-get autoremove -y && \
- apt-get autoclean && \
- apt-get clean && \
- rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
- RUN curl -O https://bootstrap.pypa.io/get-pip.py && \
- python3 get-pip.py && \
- rm get-pip.py
- RUN python3 -m pip --quiet --no-cache-dir install \
- Pillow \
- h5py \
- ipykernel \
- jupyter \
- notebook \
- jupyterhub \
- matplotlib \
- numpy \
- pandas \
- scipy \
- sklearn \
- Flask \
- gunicorn \
- pymongo \
- redis \
- requests \
- ipyparallel \
- bs4 \
- && \
- python3 -m ipykernel.kernelspec
- RUN pip --no-cache-dir install \
- https://storage.googleapis.com/tensorflow/linux/gpu/tensorflow_gpu-1.8.0-cp35-cp35m-linux_x86_64.whl
- RUN ln -s -f /usr/bin/python3 /usr/bin/python
- COPY start.sh /usr/local/bin/
- COPY start-notebook.sh /usr/local/bin/
- COPY start-singleuser.sh /usr/local/bin/
- RUN chmod +x /usr/local/bin/start.sh
- RUN chmod +x /usr/local/bin/start-notebook.sh
- RUN chmod +x /usr/local/bin/start-singleuser.sh
- RUN wget --quiet https://github.com/krallin/tini/releases/download/v0.10.0/tini && \
- mv tini /usr/local/bin/tini && \
- chmod +x /usr/local/bin/tini
- # cleanup
- RUN rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
- ENTRYPOINT ["tini", "--"]
- CMD ["start-notebook.sh"]
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