jennyfolkesson
commented
2 years ago Here is my Dockerfile for pip installation of packages:
`FROM ibmcom/powerai:1.6.0-all-ubuntu18.04-py3
ENV USER_NAME pwrai ENV WORK_DIR /home/${USER_NAME}/microDL USER root ENV PATH /root/.local/bin:${PATH}
RUN ["/bin/bash", "-c", "cd /opt/anaconda3/bin && source activate base && IBM_POWERAI_LICENSE_ACCEPT=yes ./accept-powerai-license.sh" ]
RUN sudo /bin/ln -sf /bin/bash /bin/sh
RUN apt-get update && apt-get install -y \ software-properties-common && \ add-apt-repository universe RUN echo 'debconf debconf/frontend select Noninteractive' | debconf-set-selections \ && sudo apt-get update && sudo apt-get install -yq --no-install-recommends \ build-essential \ apt-utils \ libcupti-dev \ ca-certificates \ cmake \ libfreetype6-dev \ libpng-dev \ wget \ git \ pkg-config \ tmux \ graphviz \ vim \
python3-pip \
python3-dev \
python3-distutils \
python3-venvRUN sudo apt-get clean && \ sudo apt-get autoremove && \ sudo rm -rf /var/lib/apt/lists/*
RUN echo $PATH RUN wget https://bootstrap.pypa.io/pip/3.6/get-pip.py && \ python3.6 get-pip.py --target $(python3 -c 'import sys; print(sys.path[-1])') && \ rm get-pip.py && \
python3.6 -m venv env && source ./env/bin/activate && \ sudo python3.6 -m pip install --user --upgrade --force pip setuptools wheel && \ python3.6 -m pip install --user --upgrade Cython==0.29.10 && \ python3.6 -m pip install --user --upgrade numpy && \ python3.6 -m pip install --user --upgrade scipy && \ python3.6 -m pip install --user --upgrade scikit-image && \ python3.6 -m pip install --user --upgrade scikit-learn && \ python3.6 -m pip install --user --upgrade opencv-python && \ python3.6 -m pip install --user --upgrade pandas && \ python3.6 -m pip install --user --upgrade natsort nose protobuf pydot PyYAML testfixtures tqdm zarr && \
python3.6 -m pip install --user --upgrade --no-cache-dir keras==2.1.6 && \ python3.6 -m pip install --user --upgrade --no-cache-dir jupyter && \ python3.6 -m pip install --user --upgrade matplotlib
WORKDIR ${WORK_DIR} ENV PYTHONPATH ${WORK_DIR} RUN sudo chown ${USER_NAME} ${WORK_DIR} RUN sudo chgrp ${USER_NAME} ${WORK_DIR}
EXPOSE 8888 6006`
alexlang74
eric-aquaronne
Hi, I've been trying to build a Docker image on an IBM power9 server using ibmcom/powerai:1.6.0-all-ubuntu18.04-py3 as a base. I've tried adding python packages using both pip and conda but neither one works, and I'm at a loss. It's hard to find answers by googling the errors since not many use the ppc64le architecture, so any help you can give me would be greatly appreciated. Thank you.
Below is my Dockerfile for installing packages with conda, which during build hangs with the message: "Solving environment: ...working... "
`FROM ibmcom/powerai:1.6.0-all-ubuntu18.04-py3
ENV USER_NAME pwrai ENV WORK_DIR /home/${USER_NAME}/microDL
RUN ["/bin/bash", "-c", "cd /opt/anaconda3/bin && source activate base && IBM_POWERAI_LICENSE_ACCEPT=yes ./accept-powerai-license.sh" ]
RUN sudo /bin/ln -sf /bin/bash /bin/sh
RUN sudo apt-get update && sudo apt-get install -yq --no-install-recommends \ software-properties-common && \ add-apt-repository universe RUN echo 'debconf debconf/frontend select Noninteractive' | debconf-set-selections \ && sudo apt-get update && sudo apt-get install -yq --no-install-recommends \ build-essential \ apt-utils \ libcupti-dev \ ca-certificates \ cmake \ libfreetype6-dev \ wget \ git \ pkg-config \ tmux \ graphviz \ vim
RUN sudo apt-get clean && \ sudo apt-get autoremove && \ sudo rm -rf /var/lib/apt/lists/*
ENV PATH /opt/anaconda3/bin:${PATH} RUN sudo ln -s /opt/anaconda3/etc/profile.d/conda.sh /etc/profile.d/conda.sh ADD conda_environment_docker.yml /tmp/conda.yml RUN conda update -n base -c defaults --override-channels conda && \ conda env create --file=/tmp/conda.yml && \ conda install tensorflow-gpu==1.13.1 && \ conda activate micro_dl
WORKDIR ${WORK_DIR} ENV PYTHONPATH ${WORK_DIR} RUN sudo chown ${USER_NAME} ${WORK_DIR} RUN sudo chgrp ${USER_NAME} ${WORK_DIR}
EXPOSE 8888 6006`