35 lines
1.1 KiB
Docker
35 lines
1.1 KiB
Docker
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FROM continuumio/miniconda3
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RUN conda update -y -n base -c conda-forge conda
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RUN conda create -y --name jupyter python=3.10
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# CUDA toolkit 12.0 is not available in conda-forge, and my host OS has 12.0
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COPY cuda.deb /tmp
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RUN dpkg -i /tmp/cuda.deb && rm /tmp/cuda.deb
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RUN CONDA_OVERRIDE_CUDA=12.0 \
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conda install -n jupyter --quiet -y -c conda-forge \
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jupyterlab \
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keras \
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cudnn \
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keras-tuner \
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numpy \
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h5py \
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tensorflow=2.15 \
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&& /bin/true # only added to make the installed package lines consistent
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RUN conda install -n jupyter --quiet -y -c conda-forge \
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pandas \
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librosa \
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matplotlib \
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pyarrow \
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pydot \
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pillow \
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&& /bin/true # as above
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SHELL ["conda", "run", "-n", "jupyter", "/bin/bash", "-c"]
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ENTRYPOINT ["conda", "run", "--no-capture-output", "-n", "jupyter" ]
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CMD ["jupyter", "lab", "--ip", "0.0.0.0", "--port", "9001", "--no-browser", "--allow-root", "--LabApp.token=''", "--notebook-dir=/notebooks", "--ResourceUseDisplay.track_cpu_percent=True" ]
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