FROM nvidia/cuda:10.2-runtime-ubuntu18.04 RUN apt-get update && \ apt-get upgrade -y && \ apt-get install -y wget mc tmux nano build-essential rsync libgl1 ARG USERNAME=user RUN apt-get install -y sudo && \ addgroup --gid 1000 $USERNAME && \ adduser --uid 1000 --gid 1000 --disabled-password --gecos '' $USERNAME && \ adduser $USERNAME sudo && \ echo '%sudo ALL=(ALL) NOPASSWD:ALL' >> /etc/sudoers && \ USER=$USERNAME && \ GROUP=$USERNAME USER $USERNAME:$USERNAME WORKDIR "/home/$USERNAME" ENV PATH="/home/$USERNAME/miniconda3/bin:/home/$USERNAME/.local/bin:${PATH}" ENV PYTHONPATH="/home/$USERNAME/project" RUN wget -O /tmp/miniconda.sh https://repo.anaconda.com/miniconda/Miniconda3-py39_4.9.2-Linux-x86_64.sh && \ echo "536817d1b14cb1ada88900f5be51ce0a5e042bae178b5550e62f61e223deae7c /tmp/miniconda.sh" > /tmp/miniconda.sh.sha256 && \ sha256sum --check --status < /tmp/miniconda.sh.sha256 && \ bash /tmp/miniconda.sh -bt -p "/home/$USERNAME/miniconda3" && \ rm /tmp/miniconda.sh && \ conda build purge && \ conda init RUN pip install -U pip RUN pip install numpy scipy torch==1.8.1 torchvision opencv-python tensorflow joblib matplotlib pandas \ albumentations==0.5.2 pytorch-lightning==1.2.9 tabulate easydict==1.9.0 kornia==0.5.0 webdataset \ packaging gpustat tqdm pyyaml hydra-core==1.1.0.dev6 scikit-learn==0.24.2 tabulate RUN pip install scikit-image==0.17.2 ENV TORCH_HOME="/home/$USERNAME/.torch" ADD entrypoint.sh /home/$USERNAME/.local/bin/entrypoint.sh ENTRYPOINT [ "entrypoint.sh" ]