example-submission / Dockerfile.gpu
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Add GPU Dockerfile and requirements
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FROM nvidia/cuda:12.5.1-cudnn-runtime-ubuntu24.04
ENV PYTHONDONTWRITEBYTECODE="1" \
PYTHONUNBUFFERED="1" \
DEBIAN_FRONTEND="noninteractive"
# Install system dependencies
RUN apt-get update && \
apt-get install -y --no-install-recommends \
python3-pip \
python-is-python3 && \
apt-get clean && \
rm -rf /var/lib/apt/lists/*
# hadolint ignore=DL3013
RUN python3 -m pip install --no-cache-dir --upgrade pip setuptools wheel
WORKDIR /app/
# Download models during build instead of copying from local
COPY scripts/model_download.bash /tmp/model_download.bash
RUN python3 -m pip install --no-cache-dir huggingface-hub && \
bash /tmp/model_download.bash && \
rm /tmp/model_download.bash
# Install CPU requirements
COPY requirements.cpu.txt ./
RUN python3 -m pip install --no-cache-dir -r ./requirements.cpu.txt
# Install GPU PyTorch requirements
COPY requirements.torch.gpu.txt ./
RUN python3 -m pip install --no-cache-dir -r ./requirements.torch.gpu.txt
COPY app ./app
COPY main.py ./
EXPOSE 8000
ENTRYPOINT ["python3", "-m", "uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8000"]