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71cf8b5 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 | FROM --platform=linux/amd64 pytorch/pytorch:2.3.1-cuda12.1-cudnn8-runtime
# Use a 'large' base container to show-case how to load pytorch and use the GPU (when enabled)
# Ensures that Python output to stdout/stderr is not buffered: prevents missing information when terminating
ENV PYTHONUNBUFFERED=1
# Ensures that NVIDIA runtime is used
ENV NVIDIA_VISIBLE_DEVICES=all
ENV NVIDIA_DRIVER_CAPABILITIES=compute,utility
RUN groupadd -r user && useradd -m --no-log-init -r -g user user
USER user
WORKDIR /opt/app
COPY --chown=user:user models /opt/app/models
COPY --chown=user:user packages /opt/app/packages
COPY --chown=user:user requirements.txt /opt/app/
COPY --chown=user:user utils/utils.py /opt/app/utils/
COPY --chown=user:user inference.py /opt/app/
COPY --chown=user:user Xray_inference_nnunet.py /opt/app/
RUN pip install --no-index --find-links=/opt/app/packages --user --no-cache-dir --no-color --requirement /opt/app/requirements.txt
ENTRYPOINT ["python", "inference.py"]
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