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[Fix]Add an example of combining swin and one-stage models #6621

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merged 4 commits into from
Dec 2, 2021

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jshilong
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@jshilong jshilong commented Nov 29, 2021

Motivation

When combining swin with one-stage models, a norm_layer will be applied to each stage in out_indices, however, we usually
set out_indices as [0,1,2,3] and set start_level as 1 in FPN for all one-stage models, the norm_layer of the first stage would not be used in forward and DDP would raise an error in this case.

Modification

I add an example for combining swin with one-stage model RetinaNet

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codecov bot commented Nov 29, 2021

Codecov Report

Merging #6621 (3489893) into dev-v2.19.1 (f08548b) will increase coverage by 0.06%.
The diff coverage is n/a.

❗ Current head 3489893 differs from pull request most recent head 0de48fd. Consider uploading reports for the commit 0de48fd to get more accurate results
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@@               Coverage Diff               @@
##           dev-v2.19.1    #6621      +/-   ##
===============================================
+ Coverage        61.97%   62.04%   +0.06%     
===============================================
  Files              322      319       -3     
  Lines            25678    25340     -338     
  Branches          4348     4284      -64     
===============================================
- Hits             15915    15721     -194     
+ Misses            8923     8792     -131     
+ Partials           840      827      -13     
Flag Coverage Δ
unittests 62.02% <ø> (+0.06%) ⬆️

Flags with carried forward coverage won't be shown. Click here to find out more.

Impacted Files Coverage Δ
mmdet/core/evaluation/eval_hooks.py 61.11% <0.00%> (-20.71%) ⬇️
mmdet/datasets/dataset_wrappers.py 81.17% <0.00%> (-1.76%) ⬇️
mmdet/core/bbox/assigners/max_iou_assigner.py 72.36% <0.00%> (-1.32%) ⬇️
mmdet/datasets/pipelines/formating.py 66.37% <0.00%> (-1.13%) ⬇️
mmdet/apis/train.py 15.90% <0.00%> (-0.76%) ⬇️
mmdet/core/bbox/samplers/ohem_sampler.py 83.78% <0.00%> (-0.43%) ⬇️
mmdet/datasets/coco_panoptic.py 88.30% <0.00%> (-0.36%) ⬇️
mmdet/core/bbox/assigners/sim_ota_assigner.py 76.14% <0.00%> (-0.22%) ⬇️
mmdet/models/dense_heads/yolox_head.py 78.64% <0.00%> (-0.12%) ⬇️
mmdet/datasets/custom.py 65.89% <0.00%> (-0.02%) ⬇️
... and 13 more

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@RangiLyu
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I think we should also add the notice in the documents.

@jshilong jshilong changed the base branch from master to dev-v2.19.1 December 2, 2021 04:46
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jshilong commented Dec 2, 2021

I think we should also add the notice in the documents.

Would you mind giving a suggestion about the place where notice should be added?

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jshilong commented Dec 2, 2021

I think we should also add the notice in the documents.

Would you mind giving a suggestion about the place where notice should be added?

I add a notice to the readme of Swin Transformer.

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jshilong commented Dec 2, 2021

Ping @ZwwWayne

@ZwwWayne ZwwWayne merged commit 339f0ce into open-mmlab:dev-v2.19.1 Dec 2, 2021
ZwwWayne pushed a commit that referenced this pull request Dec 14, 2021
* add an example of swin is used in one-stage model

* fix comments

* add a notice
ZwwWayne pushed a commit that referenced this pull request Dec 15, 2021
* add an example of swin is used in one-stage model

* fix comments

* add a notice
ZwwWayne added a commit that referenced this pull request Dec 24, 2021
* Update README_zh-CN.md (#6652)

* add abstract and sketch to the CONFIGS/algorithm/README.md (#6654)

* Fix mosaic repr typo (#6523)

* Include mmflow in readme (#6545)

* Include mmflow in readme

* Include mmflow in README_zh-CN

* Add mmflow url into the document menu in docs/conf.py and docs_zh-CN/conf.py.

* Make OHEM work with seesaw loss (#6514)

* [Enhance] Support file_client in Datasets and evaluating panoptic results on Ceph (#6489)

* first version

* Replace with our api

* Add copyright

* Move the runtime error to multi_core interface

* Add docstring

* Fix comments

* Add comments

* Add unit test for pq_compute_single_core

* Fix MMDetection model to ONNX command (#6558)

* Update README.md (#6567)

* [Feature] Support custom persistent_workers (#6435)

* Fix aug test error when the number of prediction bboxes is 0 (#6398)

* Fix aug test error when the number of prediction bboxes is 0

* test

* test

* fix lint

* Support custom pin_memory and persistent_workers

* fix comment

* fix docstr

* remove pin_memory

* Fix SSD512 config error (#6574)

* Fix mosaic repr typo (#6523)

* Include mmflow in readme (#6545)

* Include mmflow in readme

* Include mmflow in README_zh-CN

* Add mmflow url into the document menu in docs/conf.py and docs_zh-CN/conf.py.

* Make OHEM work with seesaw loss (#6514)

* Fix ssd512 config error

Co-authored-by: Kyungmin Lee <30465912+lkm2835@users.noreply.github.com>
Co-authored-by: Czm369 <40661020+Czm369@users.noreply.github.com>
Co-authored-by: ohwi <supebulous@gmail.com>

* Catch symlink failure on Windows (#6482)

* Catch symlink failure on Windows

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* Set copy mode on Windows

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* Fix lint

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* Fix logic error

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* [Feature] Support Label Assignment Distillation (LAD) (#6342)

* add LAD

* inherit LAD from KnowledgeDistillationSingleStageDetector

* add configs/lad/lad_r101_paa_r50_fpn_coco_1x.py

* update LAD readme

* update configs/lad/README.md

* try not to use abbreviations for variable names

* add unittest for lad_head

* update test_lad_head

* remove main in tests/test_models/test_dense_heads/test_lad_head.py

* [Fix] Avoid infinite GPU waiting in dist training (#6501)

* [#6495] fix infinite GPU waiting in dist training

* print log_vars keys in assertion msg

* linting issue

* Support to collect the best models (#6560)

* Fix mosaic repr typo (#6523)

* Include mmflow in readme (#6545)

* Include mmflow in readme

* Include mmflow in README_zh-CN

* Add mmflow url into the document menu in docs/conf.py and docs_zh-CN/conf.py.

* Make OHEM work with seesaw loss (#6514)

* update

* support gather best model

Co-authored-by: Kyungmin Lee <30465912+lkm2835@users.noreply.github.com>
Co-authored-by: Czm369 <40661020+Czm369@users.noreply.github.com>
Co-authored-by: ohwi <supebulous@gmail.com>

* [Enhance]: Optimize augmentation pipeline to speed up training. (#6442)

* Refactor YOLOX (#6443)

* Fix aug test error when the number of prediction bboxes is 0 (#6398)

* Fix aug test error when the number of prediction bboxes is 0

* test

* test

* fix lint

* Support custom pin_memory and persistent_workers

* [Docs] Chinese version of robustness_benchmarking.md (#6375)

* Chinese version of robustness_benchmarking.md

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update robustness_benchmarking.md

* Update robustness_benchmarking.md

* Update robustness_benchmarking.md

* Update robustness_benchmarking.md

* Update robustness_benchmarking.md

* Update robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* update yolox_s

* update yolox_s

* support dynamic eval interval

* fix some error

* support ceph

* fix none error

* fix batch error

* replace resize

* fix comment

* fix docstr

* Update the link of checkpoints (#6460)

* [Feature]: Support plot confusion matrix. (#6344)

* remove pin_memory

* update

* fix unittest

* update cfg

* fix error

* add unittest

* [Fix] Fix SpatialReductionAttention in PVT. (#6488)

* [Fix] Fix SpatialReductionAttention in PVT

* Add warning

* Save coco summarize print information to logger (#6505)

* Fix type error in 2_new_data_mode (#6469)

* Always map location to cpu when load checkpoint (#6405)

* configs: update groie README (#6401)

Signed-off-by: Leonardo Rossi <leonardo.rossi@unipr.it>

* [Fix] fix config path in docs (#6396)

* [Enchance] Set a random seed when the user does not set a seed. (#6457)

* fix random seed bug

* add comment

* enchance random seed

* rename

Co-authored-by: Haobo Yuan <yuanhaobo@whu.edu.cn>

* [BugFixed] fix wrong trunc_normal_init use (#6432)

* fix wrong trunc_normal_init use

* fix wrong trunc_normal_init use

* fix #6446

Co-authored-by: Uno Wu <st9007a@gmail.com>
Co-authored-by: Leonardo Rossi <leonardo.rossi@unipr.it>
Co-authored-by: BigDong <yudongwang@tju.edu.cn>
Co-authored-by: Haian Huang(深度眸) <1286304229@qq.com>
Co-authored-by: Haobo Yuan <yuanhaobo@whu.edu.cn>
Co-authored-by: Shusheng Yang <shusheng.yang@qq.com>

* bump version to v2.18.1 (#6510)

* bump version to v2.18.1

* Update changelog.md

* add some comment

* fix some comment

* update readme

* fix lint

* add reduce mean

* update

* update readme

* update params

Co-authored-by: Cedric Luo <luochunhua1996@outlook.com>
Co-authored-by: RangiLyu <lyuchqi@gmail.com>
Co-authored-by: Guangchen Lin <347630870@qq.com>
Co-authored-by: Andrea Panizza <8233615+AndreaPi@users.noreply.github.com>
Co-authored-by: Uno Wu <st9007a@gmail.com>
Co-authored-by: Leonardo Rossi <leonardo.rossi@unipr.it>
Co-authored-by: BigDong <yudongwang@tju.edu.cn>
Co-authored-by: Haobo Yuan <yuanhaobo@whu.edu.cn>
Co-authored-by: Shusheng Yang <shusheng.yang@qq.com>

* [Refactor] Remove some code in `mmdet/apis/train.py` (#6576)

* remove some code about custom hooks in apis/train.py

* files were modified by yapf

* Fix lad repeatedly output warning message (#6584)

* drop support for pytorch 1.3.1. (#6589)

* drop support for pytorch 1.3.1.

* update ci

* update ci

* Skip CI on ignoring paths (#6578)

* [test] Skip CI on ignoring paths

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* [skip ci] fix build.yaml

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* split lint in workflows

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* split lint in workflows

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* split lint in workflows

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* [Refactor]: refactor configs of FP16 models (#6592)

* refactor configs of fp16

* update

* update

* update

* Ignoring paths (#6615)

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* fix FP16 CI (#6616)

* Bump to 2.19.0 (#6633)

* bump to 2.19.0

* resolve comments

* fix typo

* fix

* fix yolox cuda unittest (#6636)

* Support circleci (#6630)

* add ci

* rename

* fix mmtrack unittest

* update mmcv version

* add abstract and sketch to the CONFIGS/algorithm/README.md

* add some ## Introduction

* revert

Co-authored-by: Kyungmin Lee <30465912+lkm2835@users.noreply.github.com>
Co-authored-by: ohwi <supebulous@gmail.com>
Co-authored-by: Guangchen Lin <347630870@qq.com>
Co-authored-by: Rishit Dagli <rishit.dagli@gmail.com>
Co-authored-by: RangiLyu <lyuchqi@gmail.com>
Co-authored-by: Haian Huang(深度眸) <1286304229@qq.com>
Co-authored-by: del-zhenwu <dele.zhenwu@gmail.com>
Co-authored-by: Thuy Ng <thuypn9a4@gmail.com>
Co-authored-by: Han Zhang <623606860@qq.com>
Co-authored-by: Cedric Luo <luochunhua1996@outlook.com>
Co-authored-by: Andrea Panizza <8233615+AndreaPi@users.noreply.github.com>
Co-authored-by: Uno Wu <st9007a@gmail.com>
Co-authored-by: Leonardo Rossi <leonardo.rossi@unipr.it>
Co-authored-by: BigDong <yudongwang@tju.edu.cn>
Co-authored-by: Haobo Yuan <yuanhaobo@whu.edu.cn>
Co-authored-by: Shusheng Yang <shusheng.yang@qq.com>
Co-authored-by: Wenwei Zhang <40779233+ZwwWayne@users.noreply.github.com>
Co-authored-by: Shilong Zhang <61961338+jshilong@users.noreply.github.com>

* [Fix]fix init when densehead contains dcn (#6625)

* fix init when densehead contains dcn

* change to constant init

* fix init of convfchead (#6624)

* polish docs (#6623)

* fix pseudosampler (#6622)

* [Fix]Add an example of combining swin and one-stage models (#6621)

* add an example of swin is used in one-stage model

* fix comments

* add a notice

* add mmhuman3d in readme (#6699)

* [Fix] Fix init weights in Swin and PVT. (#6663)

* [Fix] update metafile (#6717)

* [Fix] fix metafile and config file

* minior fix

* Update configs/seesaw_loss/metafile.yml

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Release YOLOX model (#6698)

* Release YOLOX model

* update

* update

* update

* update

* Add 'get_ann_info' to dataset_wrappers (#6526)

* Add 'get_ann_info' to dataset_wrappers

* fix format

* Delete unimportant notes

* [Enchance] Update FAQ docs (#6587)

* Fix mosaic repr typo (#6523)

* Include mmflow in readme (#6545)

* Include mmflow in readme

* Include mmflow in README_zh-CN

* Add mmflow url into the document menu in docs/conf.py and docs_zh-CN/conf.py.

* Make OHEM work with seesaw loss (#6514)

* [Enhance] Support file_client in Datasets and evaluating panoptic results on Ceph (#6489)

* first version

* Replace with our api

* Add copyright

* Move the runtime error to multi_core interface

* Add docstring

* Fix comments

* Add comments

* Add unit test for pq_compute_single_core

* Fix MMDetection model to ONNX command (#6558)

* Update README.md (#6567)

* [Feature] Support custom persistent_workers (#6435)

* Fix aug test error when the number of prediction bboxes is 0 (#6398)

* Fix aug test error when the number of prediction bboxes is 0

* test

* test

* fix lint

* Support custom pin_memory and persistent_workers

* fix comment

* fix docstr

* remove pin_memory

* Fix SSD512 config error (#6574)

* Fix mosaic repr typo (#6523)

* Include mmflow in readme (#6545)

* Include mmflow in readme

* Include mmflow in README_zh-CN

* Add mmflow url into the document menu in docs/conf.py and docs_zh-CN/conf.py.

* Make OHEM work with seesaw loss (#6514)

* Fix ssd512 config error

Co-authored-by: Kyungmin Lee <30465912+lkm2835@users.noreply.github.com>
Co-authored-by: Czm369 <40661020+Czm369@users.noreply.github.com>
Co-authored-by: ohwi <supebulous@gmail.com>

* Catch symlink failure on Windows (#6482)

* Catch symlink failure on Windows

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* Set copy mode on Windows

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* Fix lint

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* Fix logic error

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* [Feature] Support Label Assignment Distillation (LAD) (#6342)

* add LAD

* inherit LAD from KnowledgeDistillationSingleStageDetector

* add configs/lad/lad_r101_paa_r50_fpn_coco_1x.py

* update LAD readme

* update configs/lad/README.md

* try not to use abbreviations for variable names

* add unittest for lad_head

* update test_lad_head

* remove main in tests/test_models/test_dense_heads/test_lad_head.py

* [Fix] Avoid infinite GPU waiting in dist training (#6501)

* [#6495] fix infinite GPU waiting in dist training

* print log_vars keys in assertion msg

* linting issue

* Support to collect the best models (#6560)

* Fix mosaic repr typo (#6523)

* Include mmflow in readme (#6545)

* Include mmflow in readme

* Include mmflow in README_zh-CN

* Add mmflow url into the document menu in docs/conf.py and docs_zh-CN/conf.py.

* Make OHEM work with seesaw loss (#6514)

* update

* support gather best model

Co-authored-by: Kyungmin Lee <30465912+lkm2835@users.noreply.github.com>
Co-authored-by: Czm369 <40661020+Czm369@users.noreply.github.com>
Co-authored-by: ohwi <supebulous@gmail.com>

* [Enhance]: Optimize augmentation pipeline to speed up training. (#6442)

* Refactor YOLOX (#6443)

* Fix aug test error when the number of prediction bboxes is 0 (#6398)

* Fix aug test error when the number of prediction bboxes is 0

* test

* test

* fix lint

* Support custom pin_memory and persistent_workers

* [Docs] Chinese version of robustness_benchmarking.md (#6375)

* Chinese version of robustness_benchmarking.md

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update robustness_benchmarking.md

* Update robustness_benchmarking.md

* Update robustness_benchmarking.md

* Update robustness_benchmarking.md

* Update robustness_benchmarking.md

* Update robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* update yolox_s

* update yolox_s

* support dynamic eval interval

* fix some error

* support ceph

* fix none error

* fix batch error

* replace resize

* fix comment

* fix docstr

* Update the link of checkpoints (#6460)

* [Feature]: Support plot confusion matrix. (#6344)

* remove pin_memory

* update

* fix unittest

* update cfg

* fix error

* add unittest

* [Fix] Fix SpatialReductionAttention in PVT. (#6488)

* [Fix] Fix SpatialReductionAttention in PVT

* Add warning

* Save coco summarize print information to logger (#6505)

* Fix type error in 2_new_data_mode (#6469)

* Always map location to cpu when load checkpoint (#6405)

* configs: update groie README (#6401)

Signed-off-by: Leonardo Rossi <leonardo.rossi@unipr.it>

* [Fix] fix config path in docs (#6396)

* [Enchance] Set a random seed when the user does not set a seed. (#6457)

* fix random seed bug

* add comment

* enchance random seed

* rename

Co-authored-by: Haobo Yuan <yuanhaobo@whu.edu.cn>

* [BugFixed] fix wrong trunc_normal_init use (#6432)

* fix wrong trunc_normal_init use

* fix wrong trunc_normal_init use

* fix #6446

Co-authored-by: Uno Wu <st9007a@gmail.com>
Co-authored-by: Leonardo Rossi <leonardo.rossi@unipr.it>
Co-authored-by: BigDong <yudongwang@tju.edu.cn>
Co-authored-by: Haian Huang(深度眸) <1286304229@qq.com>
Co-authored-by: Haobo Yuan <yuanhaobo@whu.edu.cn>
Co-authored-by: Shusheng Yang <shusheng.yang@qq.com>

* bump version to v2.18.1 (#6510)

* bump version to v2.18.1

* Update changelog.md

* add some comment

* fix some comment

* update readme

* fix lint

* add reduce mean

* update

* update readme

* update params

Co-authored-by: Cedric Luo <luochunhua1996@outlook.com>
Co-authored-by: RangiLyu <lyuchqi@gmail.com>
Co-authored-by: Guangchen Lin <347630870@qq.com>
Co-authored-by: Andrea Panizza <8233615+AndreaPi@users.noreply.github.com>
Co-authored-by: Uno Wu <st9007a@gmail.com>
Co-authored-by: Leonardo Rossi <leonardo.rossi@unipr.it>
Co-authored-by: BigDong <yudongwang@tju.edu.cn>
Co-authored-by: Haobo Yuan <yuanhaobo@whu.edu.cn>
Co-authored-by: Shusheng Yang <shusheng.yang@qq.com>

* [Refactor] Remove some code in `mmdet/apis/train.py` (#6576)

* remove some code about custom hooks in apis/train.py

* files were modified by yapf

* Fix lad repeatedly output warning message (#6584)

* update faq docs

* update

* update

* update

* fix lint

* update

* update

* update

* update readme

* Rephrase

Co-authored-by: Kyungmin Lee <30465912+lkm2835@users.noreply.github.com>
Co-authored-by: Czm369 <40661020+Czm369@users.noreply.github.com>
Co-authored-by: ohwi <supebulous@gmail.com>
Co-authored-by: Guangchen Lin <347630870@qq.com>
Co-authored-by: Rishit Dagli <rishit.dagli@gmail.com>
Co-authored-by: RangiLyu <lyuchqi@gmail.com>
Co-authored-by: del-zhenwu <dele.zhenwu@gmail.com>
Co-authored-by: Thuy Ng <thuypn9a4@gmail.com>
Co-authored-by: Han Zhang <623606860@qq.com>
Co-authored-by: Cedric Luo <luochunhua1996@outlook.com>
Co-authored-by: Andrea Panizza <8233615+AndreaPi@users.noreply.github.com>
Co-authored-by: Uno Wu <st9007a@gmail.com>
Co-authored-by: Leonardo Rossi <leonardo.rossi@unipr.it>
Co-authored-by: BigDong <yudongwang@tju.edu.cn>
Co-authored-by: Haobo Yuan <yuanhaobo@whu.edu.cn>
Co-authored-by: Shusheng Yang <shusheng.yang@qq.com>
Co-authored-by: Wenwei Zhang <40779233+ZwwWayne@users.noreply.github.com>

* Support keeping image ratio in the multi-scale training of YOLOX (#6732)

* Support keeping ratio in the multi-scale training of YOLOX

* fix typos

* fix typos

* [Doc]Add doc for detect_anomalous_params (#6697)

* add doc for detect_anomalous_params

* add min verision requirment

* fix version and key

* fix version

* Fix dtype bug in base_dense_head

* Support `bbox_clip_border` for the augmentations of YOLOX (#6730)

* support 'bbox_clip_border' for the augmentations of YOLOX

* update based on 1-st comments

* add comments

* fix typos

* rename remove_ouside_bboxes to find_inside_bboxes

* move comments to docstring

* [Fix] Fix SimOTA with no valid bbox. (#6733)

* [Enhance] support select gpu-ids in testing time

* [Fix] fix link (#6796)

* [Fix] fix lint

* support select gpu-ids in testing time

* minor fix

Co-authored-by: Joson <1250377062@qq.com>
Co-authored-by: Czm369 <40661020+Czm369@users.noreply.github.com>
Co-authored-by: Kyungmin Lee <30465912+lkm2835@users.noreply.github.com>
Co-authored-by: ohwi <supebulous@gmail.com>
Co-authored-by: Guangchen Lin <347630870@qq.com>
Co-authored-by: Rishit Dagli <rishit.dagli@gmail.com>
Co-authored-by: RangiLyu <lyuchqi@gmail.com>
Co-authored-by: Haian Huang(深度眸) <1286304229@qq.com>
Co-authored-by: del-zhenwu <dele.zhenwu@gmail.com>
Co-authored-by: Thuy Ng <thuypn9a4@gmail.com>
Co-authored-by: Han Zhang <623606860@qq.com>
Co-authored-by: Cedric Luo <luochunhua1996@outlook.com>
Co-authored-by: Andrea Panizza <8233615+AndreaPi@users.noreply.github.com>
Co-authored-by: Uno Wu <st9007a@gmail.com>
Co-authored-by: Leonardo Rossi <leonardo.rossi@unipr.it>
Co-authored-by: Haobo Yuan <yuanhaobo@whu.edu.cn>
Co-authored-by: Shusheng Yang <shusheng.yang@qq.com>
Co-authored-by: Wenwei Zhang <40779233+ZwwWayne@users.noreply.github.com>
Co-authored-by: Shilong Zhang <61961338+jshilong@users.noreply.github.com>
Co-authored-by: ChaimZhu <zcm952742165@gmail.com>
Co-authored-by: Shane Zhao <491498408@qq.com>
Co-authored-by: Tao Gong <gt950513@mail.ustc.edu.cn>
Co-authored-by: Yosuke Shinya <42844407+shinya7y@users.noreply.github.com>
ZwwWayne pushed a commit that referenced this pull request Jul 18, 2022
* add an example of swin is used in one-stage model

* fix comments

* add a notice
ZwwWayne added a commit that referenced this pull request Jul 18, 2022
* Update README_zh-CN.md (#6652)

* add abstract and sketch to the CONFIGS/algorithm/README.md (#6654)

* Fix mosaic repr typo (#6523)

* Include mmflow in readme (#6545)

* Include mmflow in readme

* Include mmflow in README_zh-CN

* Add mmflow url into the document menu in docs/conf.py and docs_zh-CN/conf.py.

* Make OHEM work with seesaw loss (#6514)

* [Enhance] Support file_client in Datasets and evaluating panoptic results on Ceph (#6489)

* first version

* Replace with our api

* Add copyright

* Move the runtime error to multi_core interface

* Add docstring

* Fix comments

* Add comments

* Add unit test for pq_compute_single_core

* Fix MMDetection model to ONNX command (#6558)

* Update README.md (#6567)

* [Feature] Support custom persistent_workers (#6435)

* Fix aug test error when the number of prediction bboxes is 0 (#6398)

* Fix aug test error when the number of prediction bboxes is 0

* test

* test

* fix lint

* Support custom pin_memory and persistent_workers

* fix comment

* fix docstr

* remove pin_memory

* Fix SSD512 config error (#6574)

* Fix mosaic repr typo (#6523)

* Include mmflow in readme (#6545)

* Include mmflow in readme

* Include mmflow in README_zh-CN

* Add mmflow url into the document menu in docs/conf.py and docs_zh-CN/conf.py.

* Make OHEM work with seesaw loss (#6514)

* Fix ssd512 config error

Co-authored-by: Kyungmin Lee <30465912+lkm2835@users.noreply.github.com>
Co-authored-by: Czm369 <40661020+Czm369@users.noreply.github.com>
Co-authored-by: ohwi <supebulous@gmail.com>

* Catch symlink failure on Windows (#6482)

* Catch symlink failure on Windows

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* Set copy mode on Windows

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* Fix lint

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* Fix logic error

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* [Feature] Support Label Assignment Distillation (LAD) (#6342)

* add LAD

* inherit LAD from KnowledgeDistillationSingleStageDetector

* add configs/lad/lad_r101_paa_r50_fpn_coco_1x.py

* update LAD readme

* update configs/lad/README.md

* try not to use abbreviations for variable names

* add unittest for lad_head

* update test_lad_head

* remove main in tests/test_models/test_dense_heads/test_lad_head.py

* [Fix] Avoid infinite GPU waiting in dist training (#6501)

* [#6495] fix infinite GPU waiting in dist training

* print log_vars keys in assertion msg

* linting issue

* Support to collect the best models (#6560)

* Fix mosaic repr typo (#6523)

* Include mmflow in readme (#6545)

* Include mmflow in readme

* Include mmflow in README_zh-CN

* Add mmflow url into the document menu in docs/conf.py and docs_zh-CN/conf.py.

* Make OHEM work with seesaw loss (#6514)

* update

* support gather best model

Co-authored-by: Kyungmin Lee <30465912+lkm2835@users.noreply.github.com>
Co-authored-by: Czm369 <40661020+Czm369@users.noreply.github.com>
Co-authored-by: ohwi <supebulous@gmail.com>

* [Enhance]: Optimize augmentation pipeline to speed up training. (#6442)

* Refactor YOLOX (#6443)

* Fix aug test error when the number of prediction bboxes is 0 (#6398)

* Fix aug test error when the number of prediction bboxes is 0

* test

* test

* fix lint

* Support custom pin_memory and persistent_workers

* [Docs] Chinese version of robustness_benchmarking.md (#6375)

* Chinese version of robustness_benchmarking.md

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update robustness_benchmarking.md

* Update robustness_benchmarking.md

* Update robustness_benchmarking.md

* Update robustness_benchmarking.md

* Update robustness_benchmarking.md

* Update robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* update yolox_s

* update yolox_s

* support dynamic eval interval

* fix some error

* support ceph

* fix none error

* fix batch error

* replace resize

* fix comment

* fix docstr

* Update the link of checkpoints (#6460)

* [Feature]: Support plot confusion matrix. (#6344)

* remove pin_memory

* update

* fix unittest

* update cfg

* fix error

* add unittest

* [Fix] Fix SpatialReductionAttention in PVT. (#6488)

* [Fix] Fix SpatialReductionAttention in PVT

* Add warning

* Save coco summarize print information to logger (#6505)

* Fix type error in 2_new_data_mode (#6469)

* Always map location to cpu when load checkpoint (#6405)

* configs: update groie README (#6401)

Signed-off-by: Leonardo Rossi <leonardo.rossi@unipr.it>

* [Fix] fix config path in docs (#6396)

* [Enchance] Set a random seed when the user does not set a seed. (#6457)

* fix random seed bug

* add comment

* enchance random seed

* rename

Co-authored-by: Haobo Yuan <yuanhaobo@whu.edu.cn>

* [BugFixed] fix wrong trunc_normal_init use (#6432)

* fix wrong trunc_normal_init use

* fix wrong trunc_normal_init use

* fix #6446

Co-authored-by: Uno Wu <st9007a@gmail.com>
Co-authored-by: Leonardo Rossi <leonardo.rossi@unipr.it>
Co-authored-by: BigDong <yudongwang@tju.edu.cn>
Co-authored-by: Haian Huang(深度眸) <1286304229@qq.com>
Co-authored-by: Haobo Yuan <yuanhaobo@whu.edu.cn>
Co-authored-by: Shusheng Yang <shusheng.yang@qq.com>

* bump version to v2.18.1 (#6510)

* bump version to v2.18.1

* Update changelog.md

* add some comment

* fix some comment

* update readme

* fix lint

* add reduce mean

* update

* update readme

* update params

Co-authored-by: Cedric Luo <luochunhua1996@outlook.com>
Co-authored-by: RangiLyu <lyuchqi@gmail.com>
Co-authored-by: Guangchen Lin <347630870@qq.com>
Co-authored-by: Andrea Panizza <8233615+AndreaPi@users.noreply.github.com>
Co-authored-by: Uno Wu <st9007a@gmail.com>
Co-authored-by: Leonardo Rossi <leonardo.rossi@unipr.it>
Co-authored-by: BigDong <yudongwang@tju.edu.cn>
Co-authored-by: Haobo Yuan <yuanhaobo@whu.edu.cn>
Co-authored-by: Shusheng Yang <shusheng.yang@qq.com>

* [Refactor] Remove some code in `mmdet/apis/train.py` (#6576)

* remove some code about custom hooks in apis/train.py

* files were modified by yapf

* Fix lad repeatedly output warning message (#6584)

* drop support for pytorch 1.3.1. (#6589)

* drop support for pytorch 1.3.1.

* update ci

* update ci

* Skip CI on ignoring paths (#6578)

* [test] Skip CI on ignoring paths

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* [skip ci] fix build.yaml

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* split lint in workflows

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* split lint in workflows

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* split lint in workflows

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* [Refactor]: refactor configs of FP16 models (#6592)

* refactor configs of fp16

* update

* update

* update

* Ignoring paths (#6615)

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* fix FP16 CI (#6616)

* Bump to 2.19.0 (#6633)

* bump to 2.19.0

* resolve comments

* fix typo

* fix

* fix yolox cuda unittest (#6636)

* Support circleci (#6630)

* add ci

* rename

* fix mmtrack unittest

* update mmcv version

* add abstract and sketch to the CONFIGS/algorithm/README.md

* add some ## Introduction

* revert

Co-authored-by: Kyungmin Lee <30465912+lkm2835@users.noreply.github.com>
Co-authored-by: ohwi <supebulous@gmail.com>
Co-authored-by: Guangchen Lin <347630870@qq.com>
Co-authored-by: Rishit Dagli <rishit.dagli@gmail.com>
Co-authored-by: RangiLyu <lyuchqi@gmail.com>
Co-authored-by: Haian Huang(深度眸) <1286304229@qq.com>
Co-authored-by: del-zhenwu <dele.zhenwu@gmail.com>
Co-authored-by: Thuy Ng <thuypn9a4@gmail.com>
Co-authored-by: Han Zhang <623606860@qq.com>
Co-authored-by: Cedric Luo <luochunhua1996@outlook.com>
Co-authored-by: Andrea Panizza <8233615+AndreaPi@users.noreply.github.com>
Co-authored-by: Uno Wu <st9007a@gmail.com>
Co-authored-by: Leonardo Rossi <leonardo.rossi@unipr.it>
Co-authored-by: BigDong <yudongwang@tju.edu.cn>
Co-authored-by: Haobo Yuan <yuanhaobo@whu.edu.cn>
Co-authored-by: Shusheng Yang <shusheng.yang@qq.com>
Co-authored-by: Wenwei Zhang <40779233+ZwwWayne@users.noreply.github.com>
Co-authored-by: Shilong Zhang <61961338+jshilong@users.noreply.github.com>

* [Fix]fix init when densehead contains dcn (#6625)

* fix init when densehead contains dcn

* change to constant init

* fix init of convfchead (#6624)

* polish docs (#6623)

* fix pseudosampler (#6622)

* [Fix]Add an example of combining swin and one-stage models (#6621)

* add an example of swin is used in one-stage model

* fix comments

* add a notice

* add mmhuman3d in readme (#6699)

* [Fix] Fix init weights in Swin and PVT. (#6663)

* [Fix] update metafile (#6717)

* [Fix] fix metafile and config file

* minior fix

* Update configs/seesaw_loss/metafile.yml

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Release YOLOX model (#6698)

* Release YOLOX model

* update

* update

* update

* update

* Add 'get_ann_info' to dataset_wrappers (#6526)

* Add 'get_ann_info' to dataset_wrappers

* fix format

* Delete unimportant notes

* [Enchance] Update FAQ docs (#6587)

* Fix mosaic repr typo (#6523)

* Include mmflow in readme (#6545)

* Include mmflow in readme

* Include mmflow in README_zh-CN

* Add mmflow url into the document menu in docs/conf.py and docs_zh-CN/conf.py.

* Make OHEM work with seesaw loss (#6514)

* [Enhance] Support file_client in Datasets and evaluating panoptic results on Ceph (#6489)

* first version

* Replace with our api

* Add copyright

* Move the runtime error to multi_core interface

* Add docstring

* Fix comments

* Add comments

* Add unit test for pq_compute_single_core

* Fix MMDetection model to ONNX command (#6558)

* Update README.md (#6567)

* [Feature] Support custom persistent_workers (#6435)

* Fix aug test error when the number of prediction bboxes is 0 (#6398)

* Fix aug test error when the number of prediction bboxes is 0

* test

* test

* fix lint

* Support custom pin_memory and persistent_workers

* fix comment

* fix docstr

* remove pin_memory

* Fix SSD512 config error (#6574)

* Fix mosaic repr typo (#6523)

* Include mmflow in readme (#6545)

* Include mmflow in readme

* Include mmflow in README_zh-CN

* Add mmflow url into the document menu in docs/conf.py and docs_zh-CN/conf.py.

* Make OHEM work with seesaw loss (#6514)

* Fix ssd512 config error

Co-authored-by: Kyungmin Lee <30465912+lkm2835@users.noreply.github.com>
Co-authored-by: Czm369 <40661020+Czm369@users.noreply.github.com>
Co-authored-by: ohwi <supebulous@gmail.com>

* Catch symlink failure on Windows (#6482)

* Catch symlink failure on Windows

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* Set copy mode on Windows

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* Fix lint

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* Fix logic error

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* [Feature] Support Label Assignment Distillation (LAD) (#6342)

* add LAD

* inherit LAD from KnowledgeDistillationSingleStageDetector

* add configs/lad/lad_r101_paa_r50_fpn_coco_1x.py

* update LAD readme

* update configs/lad/README.md

* try not to use abbreviations for variable names

* add unittest for lad_head

* update test_lad_head

* remove main in tests/test_models/test_dense_heads/test_lad_head.py

* [Fix] Avoid infinite GPU waiting in dist training (#6501)

* [#6495] fix infinite GPU waiting in dist training

* print log_vars keys in assertion msg

* linting issue

* Support to collect the best models (#6560)

* Fix mosaic repr typo (#6523)

* Include mmflow in readme (#6545)

* Include mmflow in readme

* Include mmflow in README_zh-CN

* Add mmflow url into the document menu in docs/conf.py and docs_zh-CN/conf.py.

* Make OHEM work with seesaw loss (#6514)

* update

* support gather best model

Co-authored-by: Kyungmin Lee <30465912+lkm2835@users.noreply.github.com>
Co-authored-by: Czm369 <40661020+Czm369@users.noreply.github.com>
Co-authored-by: ohwi <supebulous@gmail.com>

* [Enhance]: Optimize augmentation pipeline to speed up training. (#6442)

* Refactor YOLOX (#6443)

* Fix aug test error when the number of prediction bboxes is 0 (#6398)

* Fix aug test error when the number of prediction bboxes is 0

* test

* test

* fix lint

* Support custom pin_memory and persistent_workers

* [Docs] Chinese version of robustness_benchmarking.md (#6375)

* Chinese version of robustness_benchmarking.md

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update robustness_benchmarking.md

* Update robustness_benchmarking.md

* Update robustness_benchmarking.md

* Update robustness_benchmarking.md

* Update robustness_benchmarking.md

* Update robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* update yolox_s

* update yolox_s

* support dynamic eval interval

* fix some error

* support ceph

* fix none error

* fix batch error

* replace resize

* fix comment

* fix docstr

* Update the link of checkpoints (#6460)

* [Feature]: Support plot confusion matrix. (#6344)

* remove pin_memory

* update

* fix unittest

* update cfg

* fix error

* add unittest

* [Fix] Fix SpatialReductionAttention in PVT. (#6488)

* [Fix] Fix SpatialReductionAttention in PVT

* Add warning

* Save coco summarize print information to logger (#6505)

* Fix type error in 2_new_data_mode (#6469)

* Always map location to cpu when load checkpoint (#6405)

* configs: update groie README (#6401)

Signed-off-by: Leonardo Rossi <leonardo.rossi@unipr.it>

* [Fix] fix config path in docs (#6396)

* [Enchance] Set a random seed when the user does not set a seed. (#6457)

* fix random seed bug

* add comment

* enchance random seed

* rename

Co-authored-by: Haobo Yuan <yuanhaobo@whu.edu.cn>

* [BugFixed] fix wrong trunc_normal_init use (#6432)

* fix wrong trunc_normal_init use

* fix wrong trunc_normal_init use

* fix #6446

Co-authored-by: Uno Wu <st9007a@gmail.com>
Co-authored-by: Leonardo Rossi <leonardo.rossi@unipr.it>
Co-authored-by: BigDong <yudongwang@tju.edu.cn>
Co-authored-by: Haian Huang(深度眸) <1286304229@qq.com>
Co-authored-by: Haobo Yuan <yuanhaobo@whu.edu.cn>
Co-authored-by: Shusheng Yang <shusheng.yang@qq.com>

* bump version to v2.18.1 (#6510)

* bump version to v2.18.1

* Update changelog.md

* add some comment

* fix some comment

* update readme

* fix lint

* add reduce mean

* update

* update readme

* update params

Co-authored-by: Cedric Luo <luochunhua1996@outlook.com>
Co-authored-by: RangiLyu <lyuchqi@gmail.com>
Co-authored-by: Guangchen Lin <347630870@qq.com>
Co-authored-by: Andrea Panizza <8233615+AndreaPi@users.noreply.github.com>
Co-authored-by: Uno Wu <st9007a@gmail.com>
Co-authored-by: Leonardo Rossi <leonardo.rossi@unipr.it>
Co-authored-by: BigDong <yudongwang@tju.edu.cn>
Co-authored-by: Haobo Yuan <yuanhaobo@whu.edu.cn>
Co-authored-by: Shusheng Yang <shusheng.yang@qq.com>

* [Refactor] Remove some code in `mmdet/apis/train.py` (#6576)

* remove some code about custom hooks in apis/train.py

* files were modified by yapf

* Fix lad repeatedly output warning message (#6584)

* update faq docs

* update

* update

* update

* fix lint

* update

* update

* update

* update readme

* Rephrase

Co-authored-by: Kyungmin Lee <30465912+lkm2835@users.noreply.github.com>
Co-authored-by: Czm369 <40661020+Czm369@users.noreply.github.com>
Co-authored-by: ohwi <supebulous@gmail.com>
Co-authored-by: Guangchen Lin <347630870@qq.com>
Co-authored-by: Rishit Dagli <rishit.dagli@gmail.com>
Co-authored-by: RangiLyu <lyuchqi@gmail.com>
Co-authored-by: del-zhenwu <dele.zhenwu@gmail.com>
Co-authored-by: Thuy Ng <thuypn9a4@gmail.com>
Co-authored-by: Han Zhang <623606860@qq.com>
Co-authored-by: Cedric Luo <luochunhua1996@outlook.com>
Co-authored-by: Andrea Panizza <8233615+AndreaPi@users.noreply.github.com>
Co-authored-by: Uno Wu <st9007a@gmail.com>
Co-authored-by: Leonardo Rossi <leonardo.rossi@unipr.it>
Co-authored-by: BigDong <yudongwang@tju.edu.cn>
Co-authored-by: Haobo Yuan <yuanhaobo@whu.edu.cn>
Co-authored-by: Shusheng Yang <shusheng.yang@qq.com>
Co-authored-by: Wenwei Zhang <40779233+ZwwWayne@users.noreply.github.com>

* Support keeping image ratio in the multi-scale training of YOLOX (#6732)

* Support keeping ratio in the multi-scale training of YOLOX

* fix typos

* fix typos

* [Doc]Add doc for detect_anomalous_params (#6697)

* add doc for detect_anomalous_params

* add min verision requirment

* fix version and key

* fix version

* Fix dtype bug in base_dense_head

* Support `bbox_clip_border` for the augmentations of YOLOX (#6730)

* support 'bbox_clip_border' for the augmentations of YOLOX

* update based on 1-st comments

* add comments

* fix typos

* rename remove_ouside_bboxes to find_inside_bboxes

* move comments to docstring

* [Fix] Fix SimOTA with no valid bbox. (#6733)

* [Enhance] support select gpu-ids in testing time

* [Fix] fix link (#6796)

* [Fix] fix lint

* support select gpu-ids in testing time

* minor fix

Co-authored-by: Joson <1250377062@qq.com>
Co-authored-by: Czm369 <40661020+Czm369@users.noreply.github.com>
Co-authored-by: Kyungmin Lee <30465912+lkm2835@users.noreply.github.com>
Co-authored-by: ohwi <supebulous@gmail.com>
Co-authored-by: Guangchen Lin <347630870@qq.com>
Co-authored-by: Rishit Dagli <rishit.dagli@gmail.com>
Co-authored-by: RangiLyu <lyuchqi@gmail.com>
Co-authored-by: Haian Huang(深度眸) <1286304229@qq.com>
Co-authored-by: del-zhenwu <dele.zhenwu@gmail.com>
Co-authored-by: Thuy Ng <thuypn9a4@gmail.com>
Co-authored-by: Han Zhang <623606860@qq.com>
Co-authored-by: Cedric Luo <luochunhua1996@outlook.com>
Co-authored-by: Andrea Panizza <8233615+AndreaPi@users.noreply.github.com>
Co-authored-by: Uno Wu <st9007a@gmail.com>
Co-authored-by: Leonardo Rossi <leonardo.rossi@unipr.it>
Co-authored-by: Haobo Yuan <yuanhaobo@whu.edu.cn>
Co-authored-by: Shusheng Yang <shusheng.yang@qq.com>
Co-authored-by: Wenwei Zhang <40779233+ZwwWayne@users.noreply.github.com>
Co-authored-by: Shilong Zhang <61961338+jshilong@users.noreply.github.com>
Co-authored-by: ChaimZhu <zcm952742165@gmail.com>
Co-authored-by: Shane Zhao <491498408@qq.com>
Co-authored-by: Tao Gong <gt950513@mail.ustc.edu.cn>
Co-authored-by: Yosuke Shinya <42844407+shinya7y@users.noreply.github.com>
ZwwWayne pushed a commit to ZwwWayne/mmdetection that referenced this pull request Jul 19, 2022
…b#6621)

* add an example of swin is used in one-stage model

* fix comments

* add a notice
ZwwWayne added a commit to ZwwWayne/mmdetection that referenced this pull request Jul 19, 2022
…-mmlab#6781)

* Update README_zh-CN.md (open-mmlab#6652)

* add abstract and sketch to the CONFIGS/algorithm/README.md (open-mmlab#6654)

* Fix mosaic repr typo (open-mmlab#6523)

* Include mmflow in readme (open-mmlab#6545)

* Include mmflow in readme

* Include mmflow in README_zh-CN

* Add mmflow url into the document menu in docs/conf.py and docs_zh-CN/conf.py.

* Make OHEM work with seesaw loss (open-mmlab#6514)

* [Enhance] Support file_client in Datasets and evaluating panoptic results on Ceph (open-mmlab#6489)

* first version

* Replace with our api

* Add copyright

* Move the runtime error to multi_core interface

* Add docstring

* Fix comments

* Add comments

* Add unit test for pq_compute_single_core

* Fix MMDetection model to ONNX command (open-mmlab#6558)

* Update README.md (open-mmlab#6567)

* [Feature] Support custom persistent_workers (open-mmlab#6435)

* Fix aug test error when the number of prediction bboxes is 0 (open-mmlab#6398)

* Fix aug test error when the number of prediction bboxes is 0

* test

* test

* fix lint

* Support custom pin_memory and persistent_workers

* fix comment

* fix docstr

* remove pin_memory

* Fix SSD512 config error (open-mmlab#6574)

* Fix mosaic repr typo (open-mmlab#6523)

* Include mmflow in readme (open-mmlab#6545)

* Include mmflow in readme

* Include mmflow in README_zh-CN

* Add mmflow url into the document menu in docs/conf.py and docs_zh-CN/conf.py.

* Make OHEM work with seesaw loss (open-mmlab#6514)

* Fix ssd512 config error

Co-authored-by: Kyungmin Lee <30465912+lkm2835@users.noreply.github.com>
Co-authored-by: Czm369 <40661020+Czm369@users.noreply.github.com>
Co-authored-by: ohwi <supebulous@gmail.com>

* Catch symlink failure on Windows (open-mmlab#6482)

* Catch symlink failure on Windows

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* Set copy mode on Windows

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* Fix lint

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* Fix logic error

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* [Feature] Support Label Assignment Distillation (LAD) (open-mmlab#6342)

* add LAD

* inherit LAD from KnowledgeDistillationSingleStageDetector

* add configs/lad/lad_r101_paa_r50_fpn_coco_1x.py

* update LAD readme

* update configs/lad/README.md

* try not to use abbreviations for variable names

* add unittest for lad_head

* update test_lad_head

* remove main in tests/test_models/test_dense_heads/test_lad_head.py

* [Fix] Avoid infinite GPU waiting in dist training (open-mmlab#6501)

* [open-mmlab#6495] fix infinite GPU waiting in dist training

* print log_vars keys in assertion msg

* linting issue

* Support to collect the best models (open-mmlab#6560)

* Fix mosaic repr typo (open-mmlab#6523)

* Include mmflow in readme (open-mmlab#6545)

* Include mmflow in readme

* Include mmflow in README_zh-CN

* Add mmflow url into the document menu in docs/conf.py and docs_zh-CN/conf.py.

* Make OHEM work with seesaw loss (open-mmlab#6514)

* update

* support gather best model

Co-authored-by: Kyungmin Lee <30465912+lkm2835@users.noreply.github.com>
Co-authored-by: Czm369 <40661020+Czm369@users.noreply.github.com>
Co-authored-by: ohwi <supebulous@gmail.com>

* [Enhance]: Optimize augmentation pipeline to speed up training. (open-mmlab#6442)

* Refactor YOLOX (open-mmlab#6443)

* Fix aug test error when the number of prediction bboxes is 0 (open-mmlab#6398)

* Fix aug test error when the number of prediction bboxes is 0

* test

* test

* fix lint

* Support custom pin_memory and persistent_workers

* [Docs] Chinese version of robustness_benchmarking.md (open-mmlab#6375)

* Chinese version of robustness_benchmarking.md

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update robustness_benchmarking.md

* Update robustness_benchmarking.md

* Update robustness_benchmarking.md

* Update robustness_benchmarking.md

* Update robustness_benchmarking.md

* Update robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* update yolox_s

* update yolox_s

* support dynamic eval interval

* fix some error

* support ceph

* fix none error

* fix batch error

* replace resize

* fix comment

* fix docstr

* Update the link of checkpoints (open-mmlab#6460)

* [Feature]: Support plot confusion matrix. (open-mmlab#6344)

* remove pin_memory

* update

* fix unittest

* update cfg

* fix error

* add unittest

* [Fix] Fix SpatialReductionAttention in PVT. (open-mmlab#6488)

* [Fix] Fix SpatialReductionAttention in PVT

* Add warning

* Save coco summarize print information to logger (open-mmlab#6505)

* Fix type error in 2_new_data_mode (open-mmlab#6469)

* Always map location to cpu when load checkpoint (open-mmlab#6405)

* configs: update groie README (open-mmlab#6401)

Signed-off-by: Leonardo Rossi <leonardo.rossi@unipr.it>

* [Fix] fix config path in docs (open-mmlab#6396)

* [Enchance] Set a random seed when the user does not set a seed. (open-mmlab#6457)

* fix random seed bug

* add comment

* enchance random seed

* rename

Co-authored-by: Haobo Yuan <yuanhaobo@whu.edu.cn>

* [BugFixed] fix wrong trunc_normal_init use (open-mmlab#6432)

* fix wrong trunc_normal_init use

* fix wrong trunc_normal_init use

* fix open-mmlab#6446

Co-authored-by: Uno Wu <st9007a@gmail.com>
Co-authored-by: Leonardo Rossi <leonardo.rossi@unipr.it>
Co-authored-by: BigDong <yudongwang@tju.edu.cn>
Co-authored-by: Haian Huang(深度眸) <1286304229@qq.com>
Co-authored-by: Haobo Yuan <yuanhaobo@whu.edu.cn>
Co-authored-by: Shusheng Yang <shusheng.yang@qq.com>

* bump version to v2.18.1 (open-mmlab#6510)

* bump version to v2.18.1

* Update changelog.md

* add some comment

* fix some comment

* update readme

* fix lint

* add reduce mean

* update

* update readme

* update params

Co-authored-by: Cedric Luo <luochunhua1996@outlook.com>
Co-authored-by: RangiLyu <lyuchqi@gmail.com>
Co-authored-by: Guangchen Lin <347630870@qq.com>
Co-authored-by: Andrea Panizza <8233615+AndreaPi@users.noreply.github.com>
Co-authored-by: Uno Wu <st9007a@gmail.com>
Co-authored-by: Leonardo Rossi <leonardo.rossi@unipr.it>
Co-authored-by: BigDong <yudongwang@tju.edu.cn>
Co-authored-by: Haobo Yuan <yuanhaobo@whu.edu.cn>
Co-authored-by: Shusheng Yang <shusheng.yang@qq.com>

* [Refactor] Remove some code in `mmdet/apis/train.py` (open-mmlab#6576)

* remove some code about custom hooks in apis/train.py

* files were modified by yapf

* Fix lad repeatedly output warning message (open-mmlab#6584)

* drop support for pytorch 1.3.1. (open-mmlab#6589)

* drop support for pytorch 1.3.1.

* update ci

* update ci

* Skip CI on ignoring paths (open-mmlab#6578)

* [test] Skip CI on ignoring paths

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* [skip ci] fix build.yaml

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* split lint in workflows

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* split lint in workflows

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* split lint in workflows

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* [Refactor]: refactor configs of FP16 models (open-mmlab#6592)

* refactor configs of fp16

* update

* update

* update

* Ignoring paths (open-mmlab#6615)

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* fix FP16 CI (open-mmlab#6616)

* Bump to 2.19.0 (open-mmlab#6633)

* bump to 2.19.0

* resolve comments

* fix typo

* fix

* fix yolox cuda unittest (open-mmlab#6636)

* Support circleci (open-mmlab#6630)

* add ci

* rename

* fix mmtrack unittest

* update mmcv version

* add abstract and sketch to the CONFIGS/algorithm/README.md

* add some ## Introduction

* revert

Co-authored-by: Kyungmin Lee <30465912+lkm2835@users.noreply.github.com>
Co-authored-by: ohwi <supebulous@gmail.com>
Co-authored-by: Guangchen Lin <347630870@qq.com>
Co-authored-by: Rishit Dagli <rishit.dagli@gmail.com>
Co-authored-by: RangiLyu <lyuchqi@gmail.com>
Co-authored-by: Haian Huang(深度眸) <1286304229@qq.com>
Co-authored-by: del-zhenwu <dele.zhenwu@gmail.com>
Co-authored-by: Thuy Ng <thuypn9a4@gmail.com>
Co-authored-by: Han Zhang <623606860@qq.com>
Co-authored-by: Cedric Luo <luochunhua1996@outlook.com>
Co-authored-by: Andrea Panizza <8233615+AndreaPi@users.noreply.github.com>
Co-authored-by: Uno Wu <st9007a@gmail.com>
Co-authored-by: Leonardo Rossi <leonardo.rossi@unipr.it>
Co-authored-by: BigDong <yudongwang@tju.edu.cn>
Co-authored-by: Haobo Yuan <yuanhaobo@whu.edu.cn>
Co-authored-by: Shusheng Yang <shusheng.yang@qq.com>
Co-authored-by: Wenwei Zhang <40779233+ZwwWayne@users.noreply.github.com>
Co-authored-by: Shilong Zhang <61961338+jshilong@users.noreply.github.com>

* [Fix]fix init when densehead contains dcn (open-mmlab#6625)

* fix init when densehead contains dcn

* change to constant init

* fix init of convfchead (open-mmlab#6624)

* polish docs (open-mmlab#6623)

* fix pseudosampler (open-mmlab#6622)

* [Fix]Add an example of combining swin and one-stage models (open-mmlab#6621)

* add an example of swin is used in one-stage model

* fix comments

* add a notice

* add mmhuman3d in readme (open-mmlab#6699)

* [Fix] Fix init weights in Swin and PVT. (open-mmlab#6663)

* [Fix] update metafile (open-mmlab#6717)

* [Fix] fix metafile and config file

* minior fix

* Update configs/seesaw_loss/metafile.yml

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Release YOLOX model (open-mmlab#6698)

* Release YOLOX model

* update

* update

* update

* update

* Add 'get_ann_info' to dataset_wrappers (open-mmlab#6526)

* Add 'get_ann_info' to dataset_wrappers

* fix format

* Delete unimportant notes

* [Enchance] Update FAQ docs (open-mmlab#6587)

* Fix mosaic repr typo (open-mmlab#6523)

* Include mmflow in readme (open-mmlab#6545)

* Include mmflow in readme

* Include mmflow in README_zh-CN

* Add mmflow url into the document menu in docs/conf.py and docs_zh-CN/conf.py.

* Make OHEM work with seesaw loss (open-mmlab#6514)

* [Enhance] Support file_client in Datasets and evaluating panoptic results on Ceph (open-mmlab#6489)

* first version

* Replace with our api

* Add copyright

* Move the runtime error to multi_core interface

* Add docstring

* Fix comments

* Add comments

* Add unit test for pq_compute_single_core

* Fix MMDetection model to ONNX command (open-mmlab#6558)

* Update README.md (open-mmlab#6567)

* [Feature] Support custom persistent_workers (open-mmlab#6435)

* Fix aug test error when the number of prediction bboxes is 0 (open-mmlab#6398)

* Fix aug test error when the number of prediction bboxes is 0

* test

* test

* fix lint

* Support custom pin_memory and persistent_workers

* fix comment

* fix docstr

* remove pin_memory

* Fix SSD512 config error (open-mmlab#6574)

* Fix mosaic repr typo (open-mmlab#6523)

* Include mmflow in readme (open-mmlab#6545)

* Include mmflow in readme

* Include mmflow in README_zh-CN

* Add mmflow url into the document menu in docs/conf.py and docs_zh-CN/conf.py.

* Make OHEM work with seesaw loss (open-mmlab#6514)

* Fix ssd512 config error

Co-authored-by: Kyungmin Lee <30465912+lkm2835@users.noreply.github.com>
Co-authored-by: Czm369 <40661020+Czm369@users.noreply.github.com>
Co-authored-by: ohwi <supebulous@gmail.com>

* Catch symlink failure on Windows (open-mmlab#6482)

* Catch symlink failure on Windows

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* Set copy mode on Windows

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* Fix lint

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* Fix logic error

Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com>

* [Feature] Support Label Assignment Distillation (LAD) (open-mmlab#6342)

* add LAD

* inherit LAD from KnowledgeDistillationSingleStageDetector

* add configs/lad/lad_r101_paa_r50_fpn_coco_1x.py

* update LAD readme

* update configs/lad/README.md

* try not to use abbreviations for variable names

* add unittest for lad_head

* update test_lad_head

* remove main in tests/test_models/test_dense_heads/test_lad_head.py

* [Fix] Avoid infinite GPU waiting in dist training (open-mmlab#6501)

* [open-mmlab#6495] fix infinite GPU waiting in dist training

* print log_vars keys in assertion msg

* linting issue

* Support to collect the best models (open-mmlab#6560)

* Fix mosaic repr typo (open-mmlab#6523)

* Include mmflow in readme (open-mmlab#6545)

* Include mmflow in readme

* Include mmflow in README_zh-CN

* Add mmflow url into the document menu in docs/conf.py and docs_zh-CN/conf.py.

* Make OHEM work with seesaw loss (open-mmlab#6514)

* update

* support gather best model

Co-authored-by: Kyungmin Lee <30465912+lkm2835@users.noreply.github.com>
Co-authored-by: Czm369 <40661020+Czm369@users.noreply.github.com>
Co-authored-by: ohwi <supebulous@gmail.com>

* [Enhance]: Optimize augmentation pipeline to speed up training. (open-mmlab#6442)

* Refactor YOLOX (open-mmlab#6443)

* Fix aug test error when the number of prediction bboxes is 0 (open-mmlab#6398)

* Fix aug test error when the number of prediction bboxes is 0

* test

* test

* fix lint

* Support custom pin_memory and persistent_workers

* [Docs] Chinese version of robustness_benchmarking.md (open-mmlab#6375)

* Chinese version of robustness_benchmarking.md

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update docs_zh-CN/robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* Update robustness_benchmarking.md

* Update robustness_benchmarking.md

* Update robustness_benchmarking.md

* Update robustness_benchmarking.md

* Update robustness_benchmarking.md

* Update robustness_benchmarking.md

Co-authored-by: RangiLyu <lyuchqi@gmail.com>

* update yolox_s

* update yolox_s

* support dynamic eval interval

* fix some error

* support ceph

* fix none error

* fix batch error

* replace resize

* fix comment

* fix docstr

* Update the link of checkpoints (open-mmlab#6460)

* [Feature]: Support plot confusion matrix. (open-mmlab#6344)

* remove pin_memory

* update

* fix unittest

* update cfg

* fix error

* add unittest

* [Fix] Fix SpatialReductionAttention in PVT. (open-mmlab#6488)

* [Fix] Fix SpatialReductionAttention in PVT

* Add warning

* Save coco summarize print information to logger (open-mmlab#6505)

* Fix type error in 2_new_data_mode (open-mmlab#6469)

* Always map location to cpu when load checkpoint (open-mmlab#6405)

* configs: update groie README (open-mmlab#6401)

Signed-off-by: Leonardo Rossi <leonardo.rossi@unipr.it>

* [Fix] fix config path in docs (open-mmlab#6396)

* [Enchance] Set a random seed when the user does not set a seed. (open-mmlab#6457)

* fix random seed bug

* add comment

* enchance random seed

* rename

Co-authored-by: Haobo Yuan <yuanhaobo@whu.edu.cn>

* [BugFixed] fix wrong trunc_normal_init use (open-mmlab#6432)

* fix wrong trunc_normal_init use

* fix wrong trunc_normal_init use

* fix open-mmlab#6446

Co-authored-by: Uno Wu <st9007a@gmail.com>
Co-authored-by: Leonardo Rossi <leonardo.rossi@unipr.it>
Co-authored-by: BigDong <yudongwang@tju.edu.cn>
Co-authored-by: Haian Huang(深度眸) <1286304229@qq.com>
Co-authored-by: Haobo Yuan <yuanhaobo@whu.edu.cn>
Co-authored-by: Shusheng Yang <shusheng.yang@qq.com>

* bump version to v2.18.1 (open-mmlab#6510)

* bump version to v2.18.1

* Update changelog.md

* add some comment

* fix some comment

* update readme

* fix lint

* add reduce mean

* update

* update readme

* update params

Co-authored-by: Cedric Luo <luochunhua1996@outlook.com>
Co-authored-by: RangiLyu <lyuchqi@gmail.com>
Co-authored-by: Guangchen Lin <347630870@qq.com>
Co-authored-by: Andrea Panizza <8233615+AndreaPi@users.noreply.github.com>
Co-authored-by: Uno Wu <st9007a@gmail.com>
Co-authored-by: Leonardo Rossi <leonardo.rossi@unipr.it>
Co-authored-by: BigDong <yudongwang@tju.edu.cn>
Co-authored-by: Haobo Yuan <yuanhaobo@whu.edu.cn>
Co-authored-by: Shusheng Yang <shusheng.yang@qq.com>

* [Refactor] Remove some code in `mmdet/apis/train.py` (open-mmlab#6576)

* remove some code about custom hooks in apis/train.py

* files were modified by yapf

* Fix lad repeatedly output warning message (open-mmlab#6584)

* update faq docs

* update

* update

* update

* fix lint

* update

* update

* update

* update readme

* Rephrase

Co-authored-by: Kyungmin Lee <30465912+lkm2835@users.noreply.github.com>
Co-authored-by: Czm369 <40661020+Czm369@users.noreply.github.com>
Co-authored-by: ohwi <supebulous@gmail.com>
Co-authored-by: Guangchen Lin <347630870@qq.com>
Co-authored-by: Rishit Dagli <rishit.dagli@gmail.com>
Co-authored-by: RangiLyu <lyuchqi@gmail.com>
Co-authored-by: del-zhenwu <dele.zhenwu@gmail.com>
Co-authored-by: Thuy Ng <thuypn9a4@gmail.com>
Co-authored-by: Han Zhang <623606860@qq.com>
Co-authored-by: Cedric Luo <luochunhua1996@outlook.com>
Co-authored-by: Andrea Panizza <8233615+AndreaPi@users.noreply.github.com>
Co-authored-by: Uno Wu <st9007a@gmail.com>
Co-authored-by: Leonardo Rossi <leonardo.rossi@unipr.it>
Co-authored-by: BigDong <yudongwang@tju.edu.cn>
Co-authored-by: Haobo Yuan <yuanhaobo@whu.edu.cn>
Co-authored-by: Shusheng Yang <shusheng.yang@qq.com>
Co-authored-by: Wenwei Zhang <40779233+ZwwWayne@users.noreply.github.com>

* Support keeping image ratio in the multi-scale training of YOLOX (open-mmlab#6732)

* Support keeping ratio in the multi-scale training of YOLOX

* fix typos

* fix typos

* [Doc]Add doc for detect_anomalous_params (open-mmlab#6697)

* add doc for detect_anomalous_params

* add min verision requirment

* fix version and key

* fix version

* Fix dtype bug in base_dense_head

* Support `bbox_clip_border` for the augmentations of YOLOX (open-mmlab#6730)

* support 'bbox_clip_border' for the augmentations of YOLOX

* update based on 1-st comments

* add comments

* fix typos

* rename remove_ouside_bboxes to find_inside_bboxes

* move comments to docstring

* [Fix] Fix SimOTA with no valid bbox. (open-mmlab#6733)

* [Enhance] support select gpu-ids in testing time

* [Fix] fix link (open-mmlab#6796)

* [Fix] fix lint

* support select gpu-ids in testing time

* minor fix

Co-authored-by: Joson <1250377062@qq.com>
Co-authored-by: Czm369 <40661020+Czm369@users.noreply.github.com>
Co-authored-by: Kyungmin Lee <30465912+lkm2835@users.noreply.github.com>
Co-authored-by: ohwi <supebulous@gmail.com>
Co-authored-by: Guangchen Lin <347630870@qq.com>
Co-authored-by: Rishit Dagli <rishit.dagli@gmail.com>
Co-authored-by: RangiLyu <lyuchqi@gmail.com>
Co-authored-by: Haian Huang(深度眸) <1286304229@qq.com>
Co-authored-by: del-zhenwu <dele.zhenwu@gmail.com>
Co-authored-by: Thuy Ng <thuypn9a4@gmail.com>
Co-authored-by: Han Zhang <623606860@qq.com>
Co-authored-by: Cedric Luo <luochunhua1996@outlook.com>
Co-authored-by: Andrea Panizza <8233615+AndreaPi@users.noreply.github.com>
Co-authored-by: Uno Wu <st9007a@gmail.com>
Co-authored-by: Leonardo Rossi <leonardo.rossi@unipr.it>
Co-authored-by: Haobo Yuan <yuanhaobo@whu.edu.cn>
Co-authored-by: Shusheng Yang <shusheng.yang@qq.com>
Co-authored-by: Wenwei Zhang <40779233+ZwwWayne@users.noreply.github.com>
Co-authored-by: Shilong Zhang <61961338+jshilong@users.noreply.github.com>
Co-authored-by: ChaimZhu <zcm952742165@gmail.com>
Co-authored-by: Shane Zhao <491498408@qq.com>
Co-authored-by: Tao Gong <gt950513@mail.ustc.edu.cn>
Co-authored-by: Yosuke Shinya <42844407+shinya7y@users.noreply.github.com>
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4 participants