Dockerfile

FROM nvidia/cuda:11.8.0-base-ubuntu22.04

WORKDIR /code

ENV DEBIAN_FRONTEND=noninteractive

RUN apt update 

RUN apt install software-properties-common -y 

RUN add-apt-repository ppa:deadsnakes/ppa 

RUN apt install -y python3.10 python3.10-distutils python3-pip

RUN python3 -m pip install pip==23.1.2

RUN apt-get install -y git-all

COPY ./requirements.txt /code/requirements.txt

RUN pip3 install --no-cache-dir --upgrade -r /code/requirements.txt

RUN useradd -m -u 1000 user
USER user
ENV HOME=/home/user \
    PATH=/home/user/.local/bin:$PATH

ENV CUDA_VISIBLE_DEVICES=0,1,2

WORKDIR $HOME/app

COPY --chown=user . $HOME/app

CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"]