mirror of
https://github.com/bspeice/neuralnets-docker
synced 2024-12-04 20:58:09 -05:00
54 lines
1.3 KiB
Docker
54 lines
1.3 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="0.1"
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# Update our cache first
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RUN apt-get update && \
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# add-apt-repository
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apt-get install -y software-properties-common && \
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# Add Julia repository
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add-apt-repository "ppa:staticfloat/juliareleases" && \
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# Install Julia
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apt-get update && apt-get install -y julia && \
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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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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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# And the Julia-specific tools
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# Note that this must be after installing Jupyter to pick up the kernel
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RUN julia -e 'Pkg.update()' && \
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julia -e '[Pkg.add(s) for s in [
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"Mocha",
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"ArrayFire",
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"Knet",
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"Gadfly",
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"IJulia",
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"Distributions",
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"ImageMagick",
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"Plots",
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"GR"
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]]'
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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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EXPOSE 8888
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