Christof Seyfferth cseyfferth

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• Joined on 2020-08-29

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test/tensorflow-notebook (latest)

Published 2024-03-01 16:36:32 +01:00 by cseyfferth

Installation

Pull the image from the command line:

docker pull git.seyfferth.dev/cseyfferth/test/tensorflow-notebook:latest

Digest

sha256:02a40785ee4c8bc811bff068a2bf4ef173da024a2fed04d479f1ea00a781ca26

For more information on the Container registry, see the documentation.

Image Layers

ARG RELEASE

ARG LAUNCHPAD_BUILD_ARCH

LABEL org.opencontainers.image.ref.name=ubuntu

LABEL org.opencontainers.image.version=22.04

ADD file:0ad2ee2cfb186802f49c9bf4148674d1c6fc201f83478ec01ffaa7086d491323 in /

CMD ["/bin/bash"]

ENV NVARCH=x86_64

ENV NVIDIA_REQUIRE_CUDA=cuda>=11.8 brand=tesla,driver>=450,driver<451 brand=tesla,driver>=470,driver<471 brand=unknown,driver>=470,driver<471 brand=nvidia,driver>=470,driver<471 brand=nvidiartx,driver>=470,driver<471 brand=geforce,driver>=470,driver<471 brand=geforcertx,driver>=470,driver<471 brand=quadro,driver>=470,driver<471 brand=quadrortx,driver>=470,driver<471 brand=titan,driver>=470,driver<471 brand=titanrtx,driver>=470,driver<471 brand=tesla,driver>=510,driver<511 brand=unknown,driver>=510,driver<511 brand=nvidia,driver>=510,driver<511 brand=nvidiartx,driver>=510,driver<511 brand=geforce,driver>=510,driver<511 brand=geforcertx,driver>=510,driver<511 brand=quadro,driver>=510,driver<511 brand=quadrortx,driver>=510,driver<511 brand=titan,driver>=510,driver<511 brand=titanrtx,driver>=510,driver<511 brand=tesla,driver>=515,driver<516 brand=unknown,driver>=515,driver<516 brand=nvidia,driver>=515,driver<516 brand=nvidiartx,driver>=515,driver<516 brand=geforce,driver>=515,driver<516 brand=geforcertx,driver>=515,driver<516 brand=quadro,driver>=515,driver<516 brand=quadrortx,driver>=515,driver<516 brand=titan,driver>=515,driver<516 brand=titanrtx,driver>=515,driver<516

ENV NV_CUDA_CUDART_VERSION=11.8.89-1

ENV NV_CUDA_COMPAT_PACKAGE=cuda-compat-11-8

ARG TARGETARCH

LABEL maintainer=NVIDIA CORPORATION <cudatools@nvidia.com>

RUN |1 TARGETARCH=amd64 /bin/sh -c apt-get update && apt-get install -y --no-install-recommends gnupg2 curl ca-certificates && curl -fsSLO https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/${NVARCH}/cuda-keyring_1.0-1_all.deb && dpkg -i cuda-keyring_1.0-1_all.deb && apt-get purge --autoremove -y curl && rm -rf /var/lib/apt/lists/* # buildkit

ENV CUDA_VERSION=11.8.0

RUN |1 TARGETARCH=amd64 /bin/sh -c apt-get update && apt-get install -y --no-install-recommends cuda-cudart-11-8=${NV_CUDA_CUDART_VERSION} ${NV_CUDA_COMPAT_PACKAGE} && rm -rf /var/lib/apt/lists/* # buildkit

RUN |1 TARGETARCH=amd64 /bin/sh -c echo "/usr/local/nvidia/lib" >> /etc/ld.so.conf.d/nvidia.conf && echo "/usr/local/nvidia/lib64" >> /etc/ld.so.conf.d/nvidia.conf # buildkit

ENV PATH=/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin

ENV LD_LIBRARY_PATH=/usr/local/nvidia/lib:/usr/local/nvidia/lib64

COPY NGC-DL-CONTAINER-LICENSE / # buildkit

ENV NVIDIA_VISIBLE_DEVICES=all

ENV NVIDIA_DRIVER_CAPABILITIES=compute,utility

ENV DEBIAN_FRONTEND=noninteractive

ENV LANG=C.UTF-8

COPY setup.sources.sh /setup.sources.sh # buildkit

COPY setup.packages.sh /setup.packages.sh # buildkit

COPY gpu.packages.txt /gpu.packages.txt # buildkit

RUN /bin/sh -c /setup.sources.sh # buildkit

RUN /bin/sh -c /setup.packages.sh /gpu.packages.txt # buildkit

ARG PYTHON_VERSION=python3.11

ARG TENSORFLOW_PACKAGE=tf-nightly

COPY setup.python.sh /setup.python.sh # buildkit

COPY gpu.requirements.txt /gpu.requirements.txt # buildkit

RUN |2 PYTHON_VERSION=python3.11 TENSORFLOW_PACKAGE=tf-nightly /bin/sh -c /setup.python.sh $PYTHON_VERSION /gpu.requirements.txt # buildkit

RUN |2 PYTHON_VERSION=python3.11 TENSORFLOW_PACKAGE=tf-nightly /bin/sh -c pip install --no-cache-dir ${TENSORFLOW_PACKAGE} # buildkit

COPY setup.cuda.sh /setup.cuda.sh # buildkit

RUN |2 PYTHON_VERSION=python3.11 TENSORFLOW_PACKAGE=tf-nightly /bin/sh -c /setup.cuda.sh # buildkit

COPY bashrc /etc/bash.bashrc # buildkit

RUN |2 PYTHON_VERSION=python3.11 TENSORFLOW_PACKAGE=tf-nightly /bin/sh -c chmod a+rwx /etc/bash.bashrc # buildkit

LABEL maintainer=Jupyter Project <jupyter@googlegroups.com>

ARG NB_USER=jovyan

ARG NB_UID=1000

ARG NB_GID=100

SHELL [/bin/bash -o pipefail -c]

USER root

ENV DEBIAN_FRONTEND=noninteractive

RUN |3 NB_USER=jovyan NB_UID=1000 NB_GID=100 /bin/bash -o pipefail -c apt-get update --yes && apt-get upgrade --yes && apt-get install --yes --no-install-recommends bzip2 ca-certificates locales sudo tini wget && apt-get clean && rm -rf /var/lib/apt/lists/* && echo "en_US.UTF-8 UTF-8" > /etc/locale.gen && locale-gen # buildkit

ENV CONDA_DIR=/opt/conda SHELL=/bin/bash NB_USER=jovyan NB_UID=1000 NB_GID=100 LC_ALL=en_US.UTF-8 LANG=en_US.UTF-8 LANGUAGE=en_US.UTF-8

ENV PATH=/opt/conda/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin HOME=/home/jovyan

COPY fix-permissions /usr/local/bin/fix-permissions # buildkit

RUN |3 NB_USER=jovyan NB_UID=1000 NB_GID=100 /bin/bash -o pipefail -c chmod a+rx /usr/local/bin/fix-permissions # buildkit

RUN |3 NB_USER=jovyan NB_UID=1000 NB_GID=100 /bin/bash -o pipefail -c sed -i 's/^#force_color_prompt=yes/force_color_prompt=yes/' /etc/skel/.bashrc && echo 'eval "$(command conda shell.bash hook 2> /dev/null)"' >> /etc/skel/.bashrc # buildkit

RUN |3 NB_USER=jovyan NB_UID=1000 NB_GID=100 /bin/bash -o pipefail -c echo "auth requisite pam_deny.so" >> /etc/pam.d/su && sed -i.bak -e 's/^%admin/#%admin/' /etc/sudoers && sed -i.bak -e 's/^%sudo/#%sudo/' /etc/sudoers && useradd --no-log-init --create-home --shell /bin/bash --uid "${NB_UID}" --no-user-group "${NB_USER}" && mkdir -p "${CONDA_DIR}" && chown "${NB_USER}:${NB_GID}" "${CONDA_DIR}" && chmod g+w /etc/passwd && fix-permissions "${CONDA_DIR}" && fix-permissions "/home/${NB_USER}" # buildkit

USER 1000

ARG PYTHON_VERSION=3.11

RUN |4 NB_USER=jovyan NB_UID=1000 NB_GID=100 PYTHON_VERSION=3.11 /bin/bash -o pipefail -c mkdir "/home/${NB_USER}/work" && fix-permissions "/home/${NB_USER}" # buildkit

COPY initial-condarc /opt/conda/.condarc # buildkit

WORKDIR /tmp

RUN |4 NB_USER=jovyan NB_UID=1000 NB_GID=100 PYTHON_VERSION=3.11 /bin/bash -o pipefail -c set -x && arch=$(uname -m) && if [ "${arch}" = "x86_64" ]; then arch="64"; fi && wget --progress=dot:giga -O /tmp/micromamba.tar.bz2 "https://micromamba.snakepit.net/api/micromamba/linux-${arch}/latest" && tar -xvjf /tmp/micromamba.tar.bz2 --strip-components=1 bin/micromamba && rm /tmp/micromamba.tar.bz2 && PYTHON_SPECIFIER="python=${PYTHON_VERSION}" && if [[ "${PYTHON_VERSION}" == "default" ]]; then PYTHON_SPECIFIER="python"; fi && ./micromamba install --root-prefix="${CONDA_DIR}" --prefix="${CONDA_DIR}" --yes "${PYTHON_SPECIFIER}" 'mamba' 'jupyter_core' && rm micromamba && mamba list python | grep '^python ' | tr -s ' ' | cut -d ' ' -f 1,2 >> "${CONDA_DIR}/conda-meta/pinned" && mamba clean --all -f -y && fix-permissions "${CONDA_DIR}" && fix-permissions "/home/${NB_USER}" # buildkit

ENTRYPOINT ["tini" "-g" "--"]

CMD ["start.sh"]

COPY start.sh /usr/local/bin/ # buildkit

USER root

RUN |4 NB_USER=jovyan NB_UID=1000 NB_GID=100 PYTHON_VERSION=3.11 /bin/bash -o pipefail -c mkdir /usr/local/bin/start-notebook.d && mkdir /usr/local/bin/before-notebook.d # buildkit

USER 1000

WORKDIR /home/jovyan

LABEL maintainer=Jupyter Project <jupyter@googlegroups.com>

SHELL [/bin/bash -o pipefail -c]

USER root

RUN /bin/bash -o pipefail -c apt-get update --yes && apt-get install --yes --no-install-recommends fonts-liberation pandoc run-one && apt-get clean && rm -rf /var/lib/apt/lists/* # buildkit

USER 1000

WORKDIR /tmp

RUN /bin/bash -o pipefail -c mamba install --yes 'jupyterlab' 'notebook' 'jupyterhub' 'nbclassic' && jupyter server --generate-config && mamba clean --all -f -y && npm cache clean --force && jupyter lab clean && rm -rf "/home/${NB_USER}/.cache/yarn" && fix-permissions "${CONDA_DIR}" && fix-permissions "/home/${NB_USER}" # buildkit

ENV JUPYTER_PORT=8888

EXPOSE map[8888/tcp:{}]

CMD ["start-notebook.sh"]

COPY start-notebook.sh start-singleuser.sh /usr/local/bin/ # buildkit

COPY jupyter_server_config.py docker_healthcheck.py /etc/jupyter/ # buildkit

USER root

RUN /bin/bash -o pipefail -c fix-permissions /etc/jupyter/ # buildkit

HEALTHCHECK &{["CMD-SHELL" "/etc/jupyter/docker_healthcheck.py || exit 1"] "5s" "3s" "5s" '\x03'}

USER 1000

WORKDIR /home/jovyan

LABEL maintainer=Jupyter Project <jupyter@googlegroups.com>

SHELL [/bin/bash -o pipefail -c]

USER root

RUN /bin/bash -o pipefail -c apt-get update --yes && apt-get install --yes --no-install-recommends curl git nano-tiny tzdata unzip vim-tiny openssh-client less texlive-xetex texlive-fonts-recommended texlive-plain-generic xclip && apt-get clean && rm -rf /var/lib/apt/lists/* # buildkit

RUN /bin/bash -o pipefail -c update-alternatives --install /usr/bin/nano nano /bin/nano-tiny 10 # buildkit

USER 1000

COPY Rprofile.site /opt/conda/lib/R/etc/ # buildkit

COPY setup-scripts/ /opt/setup-scripts/ # buildkit

LABEL maintainer=Jupyter Project <jupyter@googlegroups.com>

SHELL [/bin/bash -o pipefail -c]

USER root

RUN /bin/bash -o pipefail -c apt-get update --yes && apt-get install --yes --no-install-recommends build-essential cm-super dvipng ffmpeg && apt-get clean && rm -rf /var/lib/apt/lists/* # buildkit

USER 1000

RUN /bin/bash -o pipefail -c echo 'jupyterlab >=4.0.4' >> "${CONDA_DIR}/conda-meta/pinned" && echo 'notebook >=7.0.2' >> "${CONDA_DIR}/conda-meta/pinned" # buildkit

RUN /bin/bash -o pipefail -c mamba install --yes 'altair' 'beautifulsoup4' 'bokeh' 'bottleneck' 'cloudpickle' 'conda-forge::blas=*=openblas' 'cython' 'dask' 'dill' 'h5py' 'ipympl' 'ipywidgets' 'jupyterlab-git' 'matplotlib-base' 'numba' 'numexpr' 'openpyxl' 'pandas' 'patsy' 'protobuf' 'pytables' 'scikit-image' 'scikit-learn' 'scipy' 'seaborn' 'sqlalchemy' 'statsmodels' 'sympy' 'widgetsnbextension' 'xlrd' && mamba clean --all -f -y && fix-permissions "${CONDA_DIR}" && fix-permissions "/home/${NB_USER}" # buildkit

WORKDIR /tmp

RUN /bin/bash -o pipefail -c git clone https://github.com/PAIR-code/facets.git && jupyter nbclassic-extension install facets/facets-dist/ --sys-prefix && rm -rf /tmp/facets && fix-permissions "${CONDA_DIR}" && fix-permissions "/home/${NB_USER}" # buildkit

ENV XDG_CACHE_HOME=/home/jovyan/.cache/

RUN /bin/bash -o pipefail -c MPLBACKEND=Agg python -c "import matplotlib.pyplot" && fix-permissions "/home/${NB_USER}" # buildkit

USER 1000

WORKDIR /home/jovyan

LABEL maintainer=Jupyter Project <jupyter@googlegroups.com>

SHELL [/bin/bash -o pipefail -c]

RUN /bin/bash -o pipefail -c pip install --no-cache-dir tensorflow && fix-permissions "${CONDA_DIR}" && fix-permissions "/home/${NB_USER}" # buildkit

Labels

Key	Value
maintainer	Jupyter Project <jupyter@googlegroups.com>
org.opencontainers.image.ref.name	ubuntu
org.opencontainers.image.version	22.04

Details

Container

2024-03-01 16:36:32 +01:00

0

OCI / Docker

linux/amd64

5.8 GiB

Versions (1) View all

latest 2024-03-01