FROM nvidia/cuda:11.1.0-devel-ubuntu22.04 ENV CUDA_HOME=/usr/local/cuda ENV PATH=${CUDA_HOME}/bin:/home/${USER_NAME}/.local/bin:${PATH} ENV LD_LIBRARY_PATH=${CUDA_HOME}/lib64:${LD_LIBRARY_PATH} ENV LIBRARY_PATH=${CUDA_HOME}/lib64/stubs:${LIBRARY_PATH} # apt install by root user RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \ build-essential \ curl \ git \ python-is-python3 \ python3.7-dev \ python3-pip \ wget \ && rm -rf /var/lib/apt/lists/* RUN pip install torch==1.9.1+cu111 torchvision==0.10.1+cu111 torchaudio==0.9.1 -f https://download.pytorch.org/whl/torch_stable.html WORKDIR /code COPY ./requirements.txt /code/requirements.txt RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt COPY . . CMD ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "7860"]