Dockerfile.ds

FROM nvidia/cuda:11.8.0-devel-ubuntu22.04
ENV DEBIAN_FRONTEND noninteractive

RUN rm -r /etc/apt/sources.list.d/

RUN apt-get update -y && apt-get install -y  \
    libgl1 libglib2.0-0 google-perftools \
    sudo wget git git-lfs vim tig pkg-config libcairo2-dev \
    telnet curl net-tools iputils-ping wget jq \
    python3-pip python-is-python3 python3.10-venv tzdata lsof && \
    rm -rf /var/lib/apt/lists/*
RUN pip3 install --upgrade pip -i https://mirrors.aliyun.com/pypi/simple/

# add all extensions
RUN apt-get update -y && apt-get install -y zip && \
    rm -rf /var/lib/apt/lists/*
RUN pip install wandb tqdm GitPython==3.1.32 Pillow==9.5.0 setuptools --upgrade -i https://mirrors.aliyun.com/pypi/simple/

# reinstall torch to keep compatible with xformers
RUN pip uninstall -qy torch torchvision && \
    pip install torch==2.2.0 torchvision==0.17.0 torchaudio==2.2.0 --index-url https://download.pytorch.org/whl/cu118
RUN pip uninstall -qy xfromers && pip install xformers==0.0.24 --index-url https://download.pytorch.org/whl/cu118

# install requirements
COPY ./requirements.txt /root/requirements.txt
RUN pip install -r /root/requirements.txt -i https://mirrors.aliyun.com/pypi/simple/
RUN rm -rf /root/requirements.txt

ENV PYTHONUNBUFFERED 1
ENV NVIDIA_DISABLE_REQUIRE 1

WORKDIR /root/