FROM pytorch/pytorch:2.5.1-cuda12.4-cudnn9-runtime AS base

RUN useradd -m -u 1000 user
USER user
ENV HOME=/home/user \
	PATH=/home/user/.local/bin:$PATH

WORKDIR $HOME/app

COPY --chown=user . $HOME/app

COPY requirements.txt .
RUN pip install -r requirements.txt

COPY . .

# This label is used for testing purposes.
FROM base AS debug

CMD ["python", "-m", "pdb", "test_image_classification.py"]

# This label is used to run the gradio server.
FROM base AS run

CMD ["python", "app.py"]