FROM nvidia/cuda:12.1.1-cudnn8-devel-ubuntu22.04 ARG DEBIAN_FRONTEND=noninteractive ENV PYTHONUNBUFFERED=1 WORKDIR /code COPY ./requirements.txt /code/ RUN apt-get update && apt-get install --no-install-recommends -y \ build-essential \ python3.10 \ python3.10-dev \ python3-pip \ git \ ffmpeg \ # Install nvdiffrast dependencies pkg-config \ libglvnd0 \ libgl1 \ libglx0 \ libegl1 \ libgles2 \ libglvnd-dev \ libgl1-mesa-dev \ libegl1-mesa-dev \ libgles2-mesa-dev \ cmake \ curl \ && apt-get clean && rm -rf /var/lib/apt/lists/* ENV PYTHONDONTWRITEBYTECODE=1 ENV PYTHONUNBUFFERED=1 # for GLEW ENV LD_LIBRARY_PATH /usr/lib64:$LD_LIBRARY_PATH # nvidia-container-runtime ENV NVIDIA_VISIBLE_DEVICES all ENV NVIDIA_DRIVER_CAPABILITIES compute,utility,graphics # Default pyopengl to EGL for good headless rendering support ENV PYOPENGL_PLATFORM egl COPY ./10_nvidia.json /usr/share/glvnd/egl_vendor.d/10_nvidia.json # Clone the repository # RUN git clone --recursive https://github.com/ashawkey/diff-gaussian-rasterization # Install the package # RUN pip install ./diff-gaussian-rasterization # Set up a new user named "user" with user ID 1000 RUN useradd -m -u 1000 user # Switch to the "user" user USER user # Set home to the user's home directory ENV HOME=/home/user \ PATH=/home/user/.local/bin:$PATH \ PYTHONPATH=$HOME/app \ PYTHONUNBUFFERED=1 \ GRADIO_ALLOW_FLAGGING=never \ GRADIO_NUM_PORTS=1 \ GRADIO_SERVER_NAME=0.0.0.0 \ GRADIO_THEME=huggingface \ SYSTEM=spaces RUN pip3 install --no-cache-dir --upgrade -r /code/requirements.txt # Set the working directory to the user's home directory WORKDIR $HOME/app # Copy the current directory contents into the container at $HOME/app setting the owner to the user COPY --chown=user . $HOME/app CMD ["python3", "app.py"]