| ARG PYTORCH="1.11.0" | |
| ARG CUDA="11.3" | |
| ARG CUDNN="8" | |
| FROM pytorch/pytorch:${PYTORCH}-cuda${CUDA}-cudnn${CUDNN}-devel | |
| ARG MMCV="1.4.8" | |
| ARG MMSEG="0.24.1" | |
| ENV PYTHONUNBUFFERED TRUE | |
| RUN apt-get update && \ | |
| DEBIAN_FRONTEND=noninteractive apt-get install --no-install-recommends -y \ | |
| ca-certificates \ | |
| g++ \ | |
| openjdk-11-jre-headless \ | |
| # MMDet Requirements | |
| ffmpeg libsm6 libxext6 git ninja-build libglib2.0-0 libsm6 libxrender-dev libxext6 \ | |
| && rm -rf /var/lib/apt/lists/* | |
| ENV PATH="/opt/conda/bin:$PATH" | |
| RUN export FORCE_CUDA=1 | |
| # TORCHSEVER | |
| RUN pip install torchserve torch-model-archiver | |
| # MMLAB | |
| ARG PYTORCH | |
| ARG CUDA | |
| RUN ["/bin/bash", "-c", "pip install mmcv-full==${MMCV} -f https://download.openmmlab.com/mmcv/dist/cu${CUDA//./}/torch${PYTORCH}/index.html"] | |
| RUN pip install mmsegmentation==${MMSEG} | |
| RUN useradd -m model-server \ | |
| && mkdir -p /home/model-server/tmp | |
| COPY entrypoint.sh /usr/local/bin/entrypoint.sh | |
| RUN chmod +x /usr/local/bin/entrypoint.sh \ | |
| && chown -R model-server /home/model-server | |
| COPY config.properties /home/model-server/config.properties | |
| RUN mkdir /home/model-server/model-store && chown -R model-server /home/model-server/model-store | |
| EXPOSE 8080 8081 8082 | |
| USER model-server | |
| WORKDIR /home/model-server | |
| ENV TEMP=/home/model-server/tmp | |
| ENTRYPOINT ["/usr/local/bin/entrypoint.sh"] | |
| CMD ["serve"] | |