FROM nvidia/cuda:11.0-cudnn8-devel-ubuntu18.04 AS builder RUN sed -i 's#archive.ubuntu.com#mirrors.aliyun.com#g' /etc/apt/sources.list \ && sed -i 's#security.ubuntu.com#mirrors.aliyun.com#g' /etc/apt/sources.list ENV LANG=zh_CN.UTF-8 LANGUAGE=zh_CN:zh LC_ALL=zh_CN.UTF-8 DEBIAN_FRONTEND=noninteractive RUN rm -rf /etc/apt/sources.list.d/ && apt update RUN apt-get update && apt-get install -y --no-install-recommends \ supervisor \ iputils-ping \ wget \ zsh \ build-essential \ cmake \ git \ curl \ vim \ ca-certificates \ libjpeg-dev \ zip \ unzip \ libpng-dev \ openssh-server \ autojump \ language-pack-zh-hans \ ttf-wqy-zenhei \ libgl1-mesa-glx \ libglib2.0-0 \ locales &&\ rm -rf /var/lib/apt/lists/* RUN locale-gen zh_CN.UTF-8 RUN dpkg-reconfigure locales CMD ["supervisord", "-n"] FROM builder as builder1 ENV PYTHON_VERSION 3 RUN chsh -s `which zsh` RUN curl -o ~/miniconda.sh -O https://repo.anaconda.com/miniconda/Miniconda${PYTHON_VERSION}-latest-Linux-x86_64.sh && \ chmod +x ~/miniconda.sh && \ ~/miniconda.sh -b -p /opt/conda && \ rm ~/miniconda.sh RUN ln /opt/conda/bin/conda /usr/local/bin/conda RUN conda init zsh RUN conda install mamba -n base -c conda-forge RUN ln /opt/conda/bin/mamba /usr/local/bin/mamba && mamba init zsh FROM builder1 as builder2 RUN apt-get update && apt-get install -y --no-install-recommends openssh-server && rm -rf /var/lib/apt/lists/* RUN mkdir /var/run/sshd RUN echo 'root:root' | chpasswd RUN sed -i 's/.*PermitRootLogin .*/PermitRootLogin yes/' /etc/ssh/sshd_config # SSH login fix. Otherwise user is kicked off after login RUN sed -i 's@session\s*required\s*pam_loginuid.so@session optional pam_loginuid.so@g' /etc/pam.d/sshd RUN echo "\ [program:sshd] \n\ command=/usr/sbin/sshd -D\n\ autorestart=True\n\ autostart=True\n\ redirect_stderr = true\n\ " > /etc/supervisor/conf.d/sshd.conf EXPOSE 22 FROM builder2 as builder3 WORKDIR /workspace ADD environment.yml /environment.yml RUN sed -i 's#- paddlepaddle#- paddlepaddle-gpu==2.3.0.post110#g' /environment.yml && cat /environment.yml RUN mamba update -n base -c defaults conda -y && mamba env create -f /environment.yml && rm -rf /root/.cache # RUN /opt/conda/envs/py38/bin/python -m ipykernel install --name py38 --display-name "py38" # RUN echo "c.MultiKernelManager.default_kernel_name = 'py38'">>/root/.jupyter/jupyter_notebook_config.py RUN echo "\ [program:be]\n\ directory=/workspace\n\ command=/opt/conda/envs/py38/bin/gunicorn server:app --workers 1 --worker-class=uvicorn.workers.UvicornWorker --bind 0.0.0.0:8080 --reload \n\ autorestart=true\n\ startretries=0\n\ redirect_stderr=true\n\ stdout_logfile=/var/log/be.log\n\ stdout_logfile_maxbytes=50MB\n\ environment=PYTHONUNBUFFERED=1\n\ " > /etc/supervisor/conf.d/be.conf ARG VERSION ENV USE_CUDA $VERSION Add . /workspace EXPOSE 8080 FROM builder3 as builder4 WORKDIR /workspace ADD d_environment.yml /d_environment.yml RUN mamba env create -f /d_environment.yml && rm -rf /root/.cache RUN echo "\ [program:be_d]\n\ directory=/workspace\n\ command=/opt/conda/envs/py_d/bin/gunicorn stamp_server:app --workers 1 --worker-class=uvicorn.workers.UvicornWorker --bind 0.0.0.0:8081 --reload \n\ autorestart=true\n\ startretries=0\n\ redirect_stderr=true\n\ stdout_logfile=/var/log/be_d.log\n\ stdout_logfile_maxbytes=50MB\n\ environment=PYTHONUNBUFFERED=1\n\ " > /etc/supervisor/conf.d/be_d.conf