File size: 1,570 Bytes
0f90f73 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 |
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" ]
|