mirror of
https://github.com/bspeice/neuralnets-docker
synced 2024-12-04 20:58:09 -05:00
42 lines
1.2 KiB
Docker
42 lines
1.2 KiB
Docker
FROM nvidia/cuda:8.0-cudnn5-devel-ubuntu16.04
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MAINTAINER Bradlee Speice
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LABEL Description="Jupyter server setup for ECBM E4040 Neural Networks" Version="0.3"
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# Update our cache first
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RUN apt-get update && \
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# Install packages needed for a sane linux system
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apt-get install -y git && \
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# Don't install broken Pip
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apt-get install -y python-pip=8.1.1-2 python3-pip=8.1.1-2 python-pip-whl=8.1.1-2 && \
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# Install the Scipy stuff we need
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apt-get install -y \
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python3 libpython3-dev \
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python-pandas python-matplotlib python-sklearn \
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python3-pandas python3-matplotlib python3-sklearn \
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texlive-latex-extra texlive-fonts-recommended texlive-generic-recommended pandoc
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# And the python-specific tools
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RUN pip install theano jupyter && \
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pip3 install theano jupyter && \
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ipython2 kernel install
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# And the startup script
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COPY . /
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# Set up Theano for the GPU
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ENV THEANO_FLAGS='floatX=float32,device=gpu'
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# Set up an unprivileged user to run as
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RUN useradd jupyter -s /bin/false && \
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mkdir /home/jupyter && \
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chown jupyter:jupyter /home/jupyter && \
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passwd jupyter -l
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ENTRYPOINT ["/sbin/runuser", "-u", "jupyter", "/usr/local/bin/start_jupyter"]
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EXPOSE 8888
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