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[Fix] Update mmcv installation in dockerfile #860

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merged 4 commits into from
Sep 11, 2021
Merged

[Fix] Update mmcv installation in dockerfile #860

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40c6d06
update dockerfile
Junjun2016 Sep 8, 2021
f650085
Update docker/Dockerfile
Junjun2016 Sep 9, 2021
0e78a23
add ARG
Junjun2016 Sep 9, 2021
f1056b4
change dash to bash
Junjun2016 Sep 9, 2021
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11 changes: 9 additions & 2 deletions docker/Dockerfile
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Original file line number Diff line number Diff line change
@@ -1,6 +1,7 @@
ARG PYTORCH="1.6.0"
ARG CUDA="10.1"
ARG CUDNN="7"
ARG MMCV="1.3.12"

FROM pytorch/pytorch:${PYTORCH}-cuda${CUDA}-cudnn${CUDNN}-devel

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Hello.When I try to build docker image
/docker$ docker build -t mmseg .
I get a error
Error log:
Step 10/16 : RUN conda clean --all
---> Using cache
---> 025c6545676b
Step 11/16 : RUN ["/bin/bash", "-c", "pip install mmcv-full==${MMCV} -f https://download.openmmlab.com/mmcv/dist/cu${CUDA//./}/torch${PYTORCH}/index.html"]
---> Running in 24b4e9123299
Looking in links: https://download.openmmlab.com/mmcv/dist/cu/torch/index.html
ERROR: Could not find a version that satisfies the requirement mmcv-full== (from versions: 1.0rc0, 1.0rc2, 1.0.0, 1.0.1, 1.0.2, 1.0.3, 1.0.4, 1.0.5, 1.1.0, 1.1.1, 1.1.2, 1.1.3, 1.1.4, 1.1.5, 1.1.6, 1.2.0, 1.2.1, 1.2.2, 1.2.3, 1.2.4, 1.2.5, 1.2.6, 1.2.7, 1.3.0, 1.3.1, 1.3.3, 1.3.4, 1.3.5, 1.3.6, 1.3.7, 1.3.8, 1.3.9, 1.3.10, 1.3.11, 1.3.12)
ERROR: No matching distribution found for mmcv-full==
The command '/bin/bash -c pip install mmcv-full==${MMCV} -f https://download.openmmlab.com/mmcv/dist/cu${CUDA//./}/torch${PYTORCH}/index.html' returned a non-zero code: 1

And we can see "Looking in links: https://download.openmmlab.com/mmcv/dist/cu/torch/index.html",script cannt get args ${MMCV},${CUDA//./},${PYTORCH},beacause args workspace.You can see https://yeasy.gitbook.io/docker_practice/image/dockerfile/arg

We can fix dockerfile to resolve problem:

ARG PYTORCH="1.6.0"
ARG CUDA="10.1"
ARG CUDNN="7"

FROM pytorch/pytorch:${PYTORCH}-cuda${CUDA}-cudnn${CUDNN}-devel

ARG PYTORCH="1.6.0"
ARG CUDA="10.1"
ARG CUDNN="7"
ARG MMCV="1.3.12"

Expand All @@ -12,11 +13,17 @@ RUN apt-get update && apt-get install -y git ninja-build libglib2.0-0 libsm6 lib
&& apt-get clean \
&& rm -rf /var/lib/apt/lists/*

# Install mmsegmentation
RUN conda clean --all

RUN pip install mmcv-full==latest+torch1.6.0+cu101 -f https://download.openmmlab.com/mmcv/dist/index.html
# Install MMCV
ARG PYTORCH
ARG CUDA
ARG MMCV
RUN ["/bin/bash", "-c", "pip install mmcv-full==${MMCV} -f https://download.openmmlab.com/mmcv/dist/cu${CUDA//./}/torch${PYTORCH}/index.html"]
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# Install MMSegmentation
RUN git clone https://github.com/open-mmlab/mmsegmentation.git /mmsegmentation
WORKDIR /mmsegmentation
ENV FORCE_CUDA="1"
RUN pip install -r requirements.txt
RUN pip install --no-cache-dir -e .