Dockerfile

FROM wqael/docker:py3.8-cuda11.7.1

LABEL description="JupyterLab / PyTorch 2.0.1 / Python 3.8.10 / nvidia/cuda:11.7.1-cudnn8-runtime-ubuntu20.04" \
      maintainer="https://github.com/rlan/notebooks"


# Build-time metadata as defined at http://label-schema.org
ARG BUILD_DATE
ARG VCS_REF
ARG VERSION
LABEL org.label-schema.build-date=$BUILD_DATE \
      org.label-schema.vcs-ref=$VCS_REF \
      org.label-schema.vcs-url="https://github.com/rlan/notebooks" \
      org.label-schema.version=$VERSION \
      org.label-schema.schema-version="1.0"

ARG PYTHON=python3
ARG PIP=pip3
# Skips tzdata configuration
ARG DEBIAN_FRONTEND=noninteractive

RUN ${PIP} --no-cache-dir install -q --upgrade pip setuptools wheel

# Install pytorch
RUN ${PIP} --no-cache-dir install -q --upgrade \
    torch torchvision torchaudio

RUN ${PIP} --no-cache-dir install -q --upgrade \
    ipywidgets \
    jupyterlab \
    matplotlib \
    nltk \
    opencv-python-headless \
    pandas \
    pillow \
    pytorch-lightning \
    scikit-learn \
    scikit-image \
    seaborn \
    tensorboard \
    six

# Jupyter has issues with being run directly:
#   https://github.com/ipython/ipython/issues/7062
# We just add a little wrapper script.
COPY run_jupyter.sh /

# IPython
EXPOSE 8888

# Tensorboard
EXPOSE 6006

WORKDIR /notebooks

CMD ["/run_jupyter.sh", "--ip='*'", "--port=8888", "--no-browser", "--allow-root"]