# Use a base image with CUDA support FROM nvidia/cuda:11.7.0-cudnn8-devel-ubuntu20.04 # Create a new user and switch to it RUN useradd -m -u 1000 user USER user # Set the PATH ENV PATH="/home/user/.local/bin:$PATH" # Set the working directory WORKDIR /app # Install the packaging and numpy modules RUN pip install packaging numpy # Copy the requirements file and install dependencies COPY --chown=user ./requirements.txt requirements.txt RUN pip install --no-cache-dir --upgrade -r requirements.txt # Copy the rest of the application code COPY --chown=user . /app # Run the application CMD ["uvicorn", "-w", "4", "-b", "0.0.0.0:8080", "app:app"] CMD ["gunicorn", "-w", "4", "-b", "0.0.0.0:8080", "app:app"]