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FROM nvidia/cuda:12.2.0-base-ubuntu20.04 | |
ARG DEBIAN_FRONTEND=noninteractive | |
RUN apt-get update \ | |
&& apt-get install \ | |
curl wget python3.10 \ | |
python3.10-distutils \ | |
python3-pip \ | |
curl wget -y \ | |
&& rm -rf /var/lib/apt/lists/* | |
# FastAPI section | |
# device env | |
ENV DEVICE="cuda" | |
# Copy and install requirements.txt | |
COPY ./gpu-requirements.txt ./requirements.txt | |
COPY ./src /app | |
COPY ./scripts/start.sh /start.sh | |
COPY ./scripts/gunicorn_conf.py /gunicorn_conf.py | |
COPY ./scripts/start-reload.sh /start-reload.sh | |
COPY ./scripts/prestart.sh /app | |
COPY ./VERSION / | |
RUN mkdir -p /app/resources/model \ | |
&& pip install --upgrade --no-cache-dir -r requirements.txt \ | |
&& chmod +x /start.sh \ | |
&& chmod +x /start-reload.sh | |
ARG MODEL_NAME_OR_PATH | |
WORKDIR /app | |
ENV PYTHONPATH=/app | |
EXPOSE 80 | |
# Run the start script, it will check for an /app/prestart.sh script (e.g. for migrations) | |
# And then will start Gunicorn with Uvicorn | |
CMD ["/start.sh"] | |