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[MMSIG] Support mmdeploy Docker for Jetson #2587

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@yinfan98 yinfan98 commented Dec 6, 2023

Thanks for your contribution and we appreciate it a lot. The following instructions would make your pull request more healthy and more easily receiving feedbacks. If you do not understand some items, don't worry, just make the pull request and seek help from maintainers.

Motivation

Install mmdeploy on Jetson is really hard, so build a docker may a gd

Modification

Please briefly describe what modification is made in this PR.

BC-breaking (Optional)

Does the modification introduce changes that break the backward-compatibility of the downstream repositories?
no

Use cases (Optional)

see jetson_docker.md .

Checklist

  1. Pre-commit or other linting tools are used to fix the potential lint issues.
  2. The modification is covered by complete unit tests. If not, please add more unit tests to ensure the correctness.
  3. If the modification has a dependency on downstream projects of a newer version, this PR should be tested with all supported versions of downstream projects.
  4. The documentation has been modified accordingly, like docstring or example tutorials.

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yinfan98 commented Dec 6, 2023

I will add the other file later

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yinfan98 commented Dec 6, 2023

Hi, @RunningLeon where can I add the Jetson docker CI, and can I make an individual CI file for Jetson docker?
(I will fix the lint later TAT

build PyTorch 1.10.0 with python3.8
build torchvision 0.11.0 with python3.8
solve the problem 3 && 4 using sed in docker
python3.8 -m pip install --upgrade --no-cache-dir setuptools packaging 'Cython<3' wheel &&\
python3.8 -m pip install --no-cache-dir --verbose wget psutil numpy &&\
python3.8 -m pip install --upgrade --force-reinstall --no-cache-dir --verbose cmake protobuf
python3.8 -m pip install onnx==1.10 versioned-hdf5 numpy
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why install versioned-hdf5 numpy here?

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numpy here need to update, versioned-hdf5 here for pycuda

apt-get install -y vim wget libspdlog-dev libssl-dev libpng-dev pkg-config libhdf5-100 libhdf5-dev patch --no-install-recommends\
python3.8 python3.8-dev python3.8-pip --no-install-recommends &&\
python3.8 -m pip install --upgrade --no-cache-dir setuptools packaging 'Cython<3' wheel &&\
python3.8 -m pip install --no-cache-dir --verbose wget psutil numpy &&\
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why need to install these packages?

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@yinfan98 yinfan98 Dec 18, 2023

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python3.8 -m pip install --upgrade --no-cache-dir setuptools packaging 'Cython<3' wheel &&\
python3.8 -m pip install --no-cache-dir --verbose wget psutil numpy &&\

this package for build the pytorch, I referenc from l4t repo

RUN apt-key adv --keyserver keyserver.ubuntu.com --recv-keys 42D5A192B819C5DA &&\
apt-get remove python3 &&\
apt-get update &&\
apt-get install -y vim wget libspdlog-dev libssl-dev libpng-dev pkg-config libhdf5-100 libhdf5-dev patch --no-install-recommends\
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why do we need libhdf5-100 libhdf5-dev patch?

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make -j$(nproc) && make install

# add the patch to solve the torch.distributed issue in docker
RUN cd mmdeploy/tools &&\
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could we use rewrite to do this ?

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Hi, I have no idea how to rewrite this TAT.

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codecov bot commented Dec 25, 2023

Codecov Report

Attention: 42 lines in your changes are missing coverage. Please review.

Comparison is base (c4dc10d) 48.50% compared to head (14f4f3a) 48.36%.
Report is 15 commits behind head on main.

Files Patch % Lines
...oy/codebase/mmdet/models/roi_heads/htc_roi_head.py 33.33% 12 Missing ⚠️
...oy/codebase/mmpose/models/heads/yolox_pose_head.py 7.69% 12 Missing ⚠️
...loy/codebase/mmpose/deploy/pose_detection_model.py 28.57% 8 Missing and 2 partials ⚠️
mmdeploy/pytorch/functions/distribute.py 0.00% 7 Missing ⚠️
mmdeploy/backend/onnxruntime/wrapper.py 0.00% 1 Missing ⚠️
Additional details and impacted files
@@            Coverage Diff             @@
##             main    #2587      +/-   ##
==========================================
- Coverage   48.50%   48.36%   -0.14%     
==========================================
  Files         355      358       +3     
  Lines       13795    13857      +62     
  Branches     2050     2048       -2     
==========================================
+ Hits         6691     6702      +11     
- Misses       6653     6700      +47     
- Partials      451      455       +4     
Flag Coverage Δ
unittests 48.36% <25.00%> (-0.14%) ⬇️

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2 participants