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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 | |