# PyTorch + CUDA 12.1 base — matches Ubuntu 22.04 with NVIDIA driver 525+ FROM pytorch/pytorch:2.3.1-cuda12.1-cudnn8-runtime RUN apt-get update && apt-get install -y \ libheif-dev libjpeg-dev libpng-dev libtiff-dev libwebp-dev \ libgl1 libglib2.0-0 exiftool ffmpeg \ && rm -rf /var/lib/apt/lists/* WORKDIR /app COPY requirements.txt . RUN pip install --no-cache-dir -r requirements.txt COPY app/ /app/ COPY templates/ /app/templates/ RUN mkdir -p /data /photos /app/static EXPOSE 8000 CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8000", "--workers", "1"]