FROM nvidia/cuda:12.1.0-devel-ubuntu22.04

RUN apt-get update && apt-get install -y python3 python3-pip git && rm -rf /var/lib/apt/lists/*

WORKDIR /app
COPY train.py .

# Run training on startup
CMD ["python3", "train.py"]