PyTorch Jupyter Notebook 图像无法找到手电筒

Question

我使用下面的 Dockerfile 构建了一个 pytorch jupyter 笔记本映像。 我从 Tensorflow Jupyter Dockerfile 中唯一改变的是基础镜像（从 Tensorflow 到 PyTorch）。 但是，当我在 Kubeflow 中启动 Notebook 时，我无法导入 Torch。 但是，使用 !pip list，我实际上可以找到火炬模块。 任何解决方案？

ARG BASE_IMAGE=pytorch/pytorch:1.5.1-cuda10.1-cudnn7-runtime
FROM $BASE_IMAGE
ARG TF_SERVING_VERSION=0.0.0
ARG NB_USER=jovyan
# TODO: User should be refactored instead of hard coded jovyan
USER root
ENV DEBIAN_FRONTEND noninteractive
ENV NB_USER $NB_USER
ENV NB_UID 1000
ENV HOME /home/$NB_USER
ENV NB_PREFIX /
ENV PATH $HOME/.local/bin:$PATH
# Use bash instead of sh
SHELL ["/bin/bash", "-c"]
RUN apt-get update && apt-get install -yq --no-install-recommends \
  apt-transport-https \
  build-essential \
  bzip2 \
  ca-certificates \
  curl \
  g++ \
  git \
  gnupg \
  graphviz \
  locales \
  lsb-release \
  openssh-client \
  sudo \
  unzip \
  vim \
  wget \
  zip \
  emacs \
  python3-pip \
  python3-dev \
  python3-setuptools \
  && apt-get clean && \
  rm -rf /var/lib/apt/lists/*
# Install Nodejs for jupyterlab-manager
RUN curl -sL https://deb.nodesource.com/setup_12.x | sudo -E bash -
RUN apt-get update && apt-get install -yq --no-install-recommends \
  nodejs \
  && apt-get clean && \
  rm -rf /var/lib/apt/lists/*
ENV DOCKER_CREDENTIAL_GCR_VERSION=1.4.3
RUN curl -LO https://github.com/GoogleCloudPlatform/docker-credential-gcr/releases/download/v${DOCKER_CREDENTIAL_GCR_VERSION}/docker-credential-gcr_linux_amd64-${DOCKER_CREDENTIAL_GCR_VERSION}.tar.gz && \
    tar -zxvf docker-credential-gcr_linux_amd64-${DOCKER_CREDENTIAL_GCR_VERSION}.tar.gz && \
    mv docker-credential-gcr /usr/local/bin/docker-credential-gcr && \
    rm docker-credential-gcr_linux_amd64-${DOCKER_CREDENTIAL_GCR_VERSION}.tar.gz && \
    chmod +x /usr/local/bin/docker-credential-gcr
# Install AWS CLI
RUN curl "https://s3.amazonaws.com/aws-cli/awscli-bundle.zip" -o "/tmp/awscli-bundle.zip" && \
    unzip /tmp/awscli-bundle.zip && ./awscli-bundle/install -i /usr/local/aws -b /usr/local/bin/aws && \
    rm -rf ./awscli-bundle
# Install Azure CLI
RUN curl -sL https://packages.microsoft.com/keys/microsoft.asc | gpg --dearmor | tee /etc/apt/trusted.gpg.d/microsoft.asc.gpg > /dev/null && \
    AZ_REPO=$(lsb_release -cs) && \
    echo "deb [arch=amd64] https://packages.microsoft.com/repos/azure-cli/ $AZ_REPO main" | tee /etc/apt/sources.list.d/azure-cli.list && \
    apt-get update && \
    apt-get install azure-cli
RUN echo "en_US.UTF-8 UTF-8" > /etc/locale.gen && \
    locale-gen
ENV LC_ALL en_US.UTF-8
ENV LANG en_US.UTF-8
ENV LANGUAGE en_US.UTF-8
# Create NB_USER user with UID=1000 and in the 'users' group
# but allow for non-initial launches of the notebook to have
# $HOME provided by the contents of a PV
RUN useradd -M -s /bin/bash -N -u $NB_UID $NB_USER && \
    chown -R ${NB_USER}:users /usr/local/bin && \
    mkdir -p $HOME && \
    chown -R ${NB_USER}:users ${HOME}
RUN export CLOUD_SDK_REPO="cloud-sdk-$(lsb_release -c -s)" && \
    echo "deb https://packages.cloud.google.com/apt $CLOUD_SDK_REPO main" > /etc/apt/sources.list.d/google-cloud-sdk.list && \
    curl https://packages.cloud.google.com/apt/doc/apt-key.gpg | apt-key add - && \
    apt-get update && \
    apt-get install -y google-cloud-sdk kubectl
# Install Tini - used as entrypoint for container
RUN cd /tmp && \
    wget --quiet https://github.com/krallin/tini/releases/download/v0.18.0/tini && \
    echo "12d20136605531b09a2c2dac02ccee85e1b874eb322ef6baf7561cd93f93c855 *tini" | sha256sum -c - && \
    mv tini /usr/local/bin/tini && \
    chmod +x /usr/local/bin/tini
# Install base python3 packages
RUN pip3 --no-cache-dir install \
    jupyter-console==6.0.0 \
    jupyterlab \
    kubeflow-fairing==1.0.1
RUN docker-credential-gcr configure-docker && chown ${NB_USER}:users $HOME/.docker/config.json
# Configure container startup
EXPOSE 8888
USER jovyan
ENTRYPOINT ["tini", "--"]
CMD ["sh","-c", "jupyter notebook --notebook-dir=/home/${NB_USER} --ip=0.0.0.0 --no-browser --allow-root --port=8888 --NotebookApp.token='' --NotebookApp.password='' --NotebookApp.allow_origin='*' --NotebookApp.base_url=${NB_PREFIX}"]