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add dockerfile #9659

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Merged
merged 5 commits into from
Jan 29, 2023
Merged

add dockerfile #9659

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b7744ed
add dockerfile
sanbuphy Jan 23, 2023
717b3f8
add serve
sanbuphy Jan 28, 2023
86db6c9
fix dockerfile
sanbuphy Jan 28, 2023
47547d0
Delete config.properties
sanbuphy Jan 28, 2023
0db69dc
Delete entrypoint.sh
sanbuphy Jan 28, 2023
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65 changes: 65 additions & 0 deletions docker/serve_cn/Dockerfile
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ARG PYTORCH="1.9.0"
ARG CUDA="11.1"
ARG CUDNN="8"
FROM pytorch/pytorch:${PYTORCH}-cuda${CUDA}-cudnn${CUDNN}-devel

ARG MMCV="2.0.0rc1"
ARG MMDET="3.0.0rc5"

ENV PYTHONUNBUFFERED TRUE

# Avoid Public GPG key error
# - https://github.com/NVIDIA/nvidia-docker/issues/1631
RUN rm /etc/apt/sources.list.d/cuda.list \
&& rm /etc/apt/sources.list.d/nvidia-ml.list \
&& apt-get update \
&& apt-get install -y wget \
&& rm -rf /var/lib/apt/lists/* \
&& apt-key del 7fa2af80 \
&& apt-get update && apt-get install -y --no-install-recommends wget \
&& wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/cuda-keyring_1.0-1_all.deb \
&& dpkg -i cuda-keyring_1.0-1_all.deb
# (Optional, use Mirror to speed up downloads)
# RUN sed -i 's/http:\/\/archive.ubuntu.com\/ubuntu\//http:\/\/mirrors.aliyun.com\/ubuntu\//g' /etc/apt/sources.list

# Install the required packages
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" \
FORCE_CUDA="1"

# TORCHSEVER
RUN pip install torchserve torch-model-archiver nvgpu -i https://pypi.mirrors.ustc.edu.cn/simple/

# MMLAB
ARG PYTORCH
ARG CUDA
RUN pip install mmengine -i https://pypi.mirrors.ustc.edu.cn/simple/
RUN ["/bin/bash", "-c", "pip install mmcv==${MMCV} -f https://download.openmmlab.com/mmcv/dist/cu${CUDA//./}/torch${PYTORCH}/index.html"]
RUN pip install mmdet==${MMDET} -i https://pypi.mirrors.ustc.edu.cn/simple/

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"]