FROM docker.io/nvidia/cuda:11.7.1-runtime-ubuntu20.04

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

WORKDIR /onnx-web

RUN python3 -m venv onnx_env

ENV PATH="/onnx-web/onnx_web/bin:$PATH"

RUN pip3 install pip --upgrade

COPY requirements.txt /onnx-web/requirements.txt

RUN pip3 install -r requirements.txt

RUN pip3 install onnxruntime-gpu

RUN pip3 install torch torchvision --extra-index-url https://download.pytorch.org/whl/cu117

COPY onnx_web/ /onnx-web/onnx_web/

ENTRYPOINT [ "flask", "--app=onnx_web.serve", "run", "--host=0.0.0.0" ]