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

Merged
merged 11 commits into from
Nov 24, 2021
Merged

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

merged 11 commits into from
Nov 24, 2021

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thuyngch
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@thuyngch thuyngch commented Oct 22, 2021 •
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Motivation

Add a new label assignment method LAD into mmdetection.

Modification

  • LAD detector inherits from KnowledgeDistillationSingleStageDetector.
  • LAD head inherits from PAAHead.

Checklist

  • Pre-commit or other linting tools are used to fix the potential lint issues.
  • The modification is covered by complete unit tests. If not, please add more unit test to ensure the correctness.
  • If the modification has potential influence on downstream projects, this PR should be tested with downstream projects, like MMDet or MMCls.
  • The documentation has been modified accordingly, like docstring or example tutorials.

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CLAassistant commented Oct 22, 2021 •
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CLA assistant check
All committers have signed the CLA.

@thuyngch thuyngch changed the title [Feature] Support LAD [Feature] Support Label Assignment Distillation (LAD) Oct 22, 2021
@thuyngch
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Hi alls,
I use the code to train two models in the configs/lad/README.md file and can reproduce results in the paper.
I would like to share checkpoints and training logs here: https://www.dropbox.com/sh/kdqp1zyt5vtjqzz/AABJ1j_xUd--p_rwzJ3ZZ86ca?dl=0
Thank you!

@RangiLyu RangiLyu mentioned this pull request Nov 1, 2021
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@hhaAndroid
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Hi alls, I use the code to train two models in the configs/lad/README.md file and can reproduce results in the paper. I would like to share checkpoints and training logs here: https://www.dropbox.com/sh/kdqp1zyt5vtjqzz/AABJ1j_xUd--p_rwzJ3ZZ86ca?dl=0 Thank you!

Thank you for your contribution, we will organize a review immediately.

hhaAndroid
hhaAndroid reviewed Nov 11, 2021
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RangiLyu
RangiLyu reviewed Nov 11, 2021
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@hhaAndroid
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@thuyngch I think the code quality is very good. You may need to add unit tests and try not to use abbreviations for variable names.

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thuyngch commented Nov 11, 2021 •
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Hi @hhaAndroid and @RangiLyu ,
Thanks for feedbacks from you guys.
I pushed a commit to avoid abbreviations in variable names.
Now I am writing unit tests.

@thuyngch
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Hi @hhaAndroid and @RangiLyu ,
I added the unit test for LADHead.
Is it enough or needed to add more?

hhaAndroid
hhaAndroid reviewed Nov 15, 2021
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I think it's okay

@RangiLyu
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Hi, we have fixed the compatibility with MMCV in v2.18.1. Now the CI can work normally. Please pull the latest master and re-run the unit tests.

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codecov bot commented Nov 16, 2021 •
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Codecov Report

Merging #6342 (d11c613) into dev-v2.19.0 (c76ab0e) will increase coverage by 0.05%.
The diff coverage is 71.00%.

Impacted file tree graph

@@               Coverage Diff               @@
##           dev-v2.19.0    #6342      +/-   ##
===============================================
+ Coverage        62.04%   62.09%   +0.05%     
===============================================
  Files              319      322       +3     
  Lines            25343    25551     +208     
  Branches          4194     4238      +44     
===============================================
+ Hits             15723    15866     +143     
- Misses            8794     8844      +50     
- Partials           826      841      +15
Flag Coverage Δ
unittests 62.07% <71.00%> (+0.05%) ⬆️

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

Impacted Files Coverage Δ
mmdet/models/detectors/lad.py 34.28% <34.28%> (ø)
mmdet/models/dense_heads/lad_head.py 90.47% <90.47%> (ø)
mmdet/models/dense_heads/__init__.py 100.00% <100.00%> (ø)
mmdet/models/detectors/__init__.py 100.00% <100.00%> (ø)
mmdet/models/roi_heads/mask_heads/maskiou_head.py 87.35% <0.00%> (-2.30%) ⬇️
mmdet/models/dense_heads/base_dense_head.py 89.47% <0.00%> (-1.76%) ⬇️
mmdet/datasets/pipelines/loading.py 50.64% <0.00%> (ø)
mmdet/datasets/api_wrappers/__init__.py 100.00% <0.00%> (ø)
mmdet/datasets/api_wrappers/panoptic_evaluation.py 67.28% <0.00%> (ø)
mmdet/datasets/custom.py 65.90% <0.00%> (+0.01%) ⬆️
... and 4 more

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RangiLyu
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LGTM

@ZwwWayne ZwwWayne merged commit 5bf6695 into open-mmlab:dev-v2.19.0 Nov 24, 2021
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@thuyngch I ran configs/lad/lad_r50_paa_r101_fpn_coco_1x.py, and found that the performance is 38.4, there should be problems with the code, can you check it?

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I will check it soon.

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Hi alls,
I use the code to train two models in the configs/lad/README.md file and can reproduce results in the paper.
I would like to share checkpoints and training logs here: https://www.dropbox.com/sh/kdqp1zyt5vtjqzz/AABJ1j_xUd--p_rwzJ3ZZ86ca?dl=0
Thank you!

I downloaded checkpoint from this site, then run the evaluation with the following command, and I can reproduce the result:

#!/usr/bin/env bash
set -e
export GPUS=2
export CUDA_VISIBLE_DEVICES=0,1

CFG="configs/lad/lad_r50_paa_r101_fpn_coco_1x.py"
CKPT="work_dirs/epoch_12-c2880474.pth"
tools/dist_test.sh $CFG $CKPT $GPUS --fuse-conv-bn --eval bbox

CFG="configs/lad/lad_r101_paa_r50_fpn_coco_1x.py"
CKPT="work_dirs/epoch_12-1d8d48d4.pth"
tools/dist_test.sh $CFG $CKPT $GPUS --fuse-conv-bn --eval bbox

The evaluation output for configs/lad/lad_r50_paa_r101_fpn_coco_1x.py:

 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.416
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=1000 ] = 0.598
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=1000 ] = 0.456
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.239
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.455
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.550
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.597
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=300 ] = 0.597
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=1000 ] = 0.597
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.398
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.647
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.760

The evaluation output for configs/lad/lad_r101_paa_r50_fpn_coco_1x.py:

 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.432
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=1000 ] = 0.615
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=1000 ] = 0.472
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.254
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.477
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.568
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.610
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=300 ] = 0.610
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=1000 ] = 0.610
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.406
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.662
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.772

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thuyngch commented Nov 30, 2021 •
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Ah I just found that in my config file, I use 8 imgs/gpu and I train the model with 2 GPUs.
https://github.com/open-mmlab/mmdetection/blob/dev-v2.19.0/configs/lad/lad_r50_paa_r101_fpn_coco_1x.py#L118

I guess that you use 8 GPUs to train the model, is it right?

ZwwWayne pushed a commit that referenced this pull request Nov 30, 2021
@thuyngch @ZwwWayne
[Feature] Support Label Assignment Distillation (LAD) (#6342)
2629917 
* 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
ZwwWayne added a commit that referenced this pull request Dec 2, 2021
@Czm369 @lkm2835
@ohwi @AronLin @Rishit-dagli @RangiLyu @hhaAndroid @del-zhenwu @thuyngch @fingertap @chhluo @AndreaPi @st9007a @hachreak @BIGWangYuDong @HarborYuan @vealocia @ZwwWayne @jshilong
add abstract and sketch to the CONFIGS/algorithm/README.md (#6654)
bc97116 
* 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>
ZwwWayne added a commit that referenced this pull request Dec 8, 2021
@hhaAndroid @lkm2835
@Czm369 @ohwi @AronLin @Rishit-dagli @RangiLyu @del-zhenwu @thuyngch @fingertap @chhluo @AndreaPi @st9007a @hachreak @BIGWangYuDong @HarborYuan @vealocia @ZwwWayne
[Enchance] Update FAQ docs (#6587)
3c91d21 
* 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>
ZwwWayne added a commit that referenced this pull request Dec 14, 2021
@Czm369 @lkm2835
@ohwi @AronLin @Rishit-dagli @RangiLyu @hhaAndroid @del-zhenwu @thuyngch @fingertap @chhluo @AndreaPi @st9007a @hachreak @BIGWangYuDong @HarborYuan @vealocia @ZwwWayne @jshilong
add abstract and sketch to the CONFIGS/algorithm/README.md (#6654)
bdf0096 
* 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>
ZwwWayne added a commit that referenced this pull request Dec 14, 2021
@hhaAndroid @lkm2835
@Czm369 @ohwi @AronLin @Rishit-dagli @RangiLyu @del-zhenwu @thuyngch @fingertap @chhluo @AndreaPi @st9007a @hachreak @BIGWangYuDong @HarborYuan @vealocia @ZwwWayne
[Enchance] Update FAQ docs (#6587)
0a546d7 
* 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>
ZwwWayne added a commit that referenced this pull request Dec 15, 2021
@Czm369 @lkm2835
@ohwi @AronLin @Rishit-dagli @RangiLyu @hhaAndroid @del-zhenwu @thuyngch @fingertap @chhluo @AndreaPi @st9007a @hachreak @BIGWangYuDong @HarborYuan @vealocia @ZwwWayne @jshilong
add abstract and sketch to the CONFIGS/algorithm/README.md (#6654)
d8f4b43 
* 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>
ZwwWayne added a commit that referenced this pull request Dec 15, 2021
@hhaAndroid @lkm2835
@Czm369 @ohwi @AronLin @Rishit-dagli @RangiLyu @del-zhenwu @thuyngch @fingertap @chhluo @AndreaPi @st9007a @hachreak @BIGWangYuDong @HarborYuan @vealocia @ZwwWayne
[Enchance] Update FAQ docs (#6587)
e89a844 
* 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>
@hhaAndroid
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Ah I just found that in my config file, I use 8 imgs/gpu and I train the model with 2 GPUs. https://github.com/open-mmlab/mmdetection/blob/dev-v2.19.0/configs/lad/lad_r50_paa_r101_fpn_coco_1x.py#L118

I guess that you use 8 GPUs to train the model, is it right?

oK

ZwwWayne added a commit that referenced this pull request Dec 24, 2021
@BIGWangYuDong @LJoson
@Czm369 @lkm2835 @ohwi @AronLin @Rishit-dagli @RangiLyu @hhaAndroid @del-zhenwu @thuyngch @fingertap @chhluo @AndreaPi @st9007a @hachreak @HarborYuan @vealocia @ZwwWayne @jshilong @ZCMax @zhaoxin111 @GT9505 @shinya7y
[Enhance] Support select gpu-ids in non-distribute testing time (#6781)
5102f2f 
* 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
@thuyngch @ZwwWayne
[Feature] Support Label Assignment Distillation (LAD) (#6342)
d52e987 
* 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
ZwwWayne added a commit that referenced this pull request Jul 18, 2022
@Czm369 @lkm2835
@ohwi @AronLin @Rishit-dagli @RangiLyu @hhaAndroid @del-zhenwu @thuyngch @fingertap @chhluo @AndreaPi @st9007a @hachreak @BIGWangYuDong @HarborYuan @vealocia @ZwwWayne @jshilong
add abstract and sketch to the CONFIGS/algorithm/README.md (#6654)
20ccc9b 
* 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>
ZwwWayne added a commit that referenced this pull request Jul 18, 2022
@hhaAndroid @lkm2835
@Czm369 @ohwi @AronLin @Rishit-dagli @RangiLyu @del-zhenwu @thuyngch @fingertap @chhluo @AndreaPi @st9007a @hachreak @BIGWangYuDong @HarborYuan @vealocia @ZwwWayne
[Enchance] Update FAQ docs (#6587)
ee66581 
* 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>
ZwwWayne added a commit that referenced this pull request Jul 18, 2022
@BIGWangYuDong @LJoson
@Czm369 @lkm2835 @ohwi @AronLin @Rishit-dagli @RangiLyu @hhaAndroid @del-zhenwu @thuyngch @fingertap @chhluo @AndreaPi @st9007a @hachreak @HarborYuan @vealocia @ZwwWayne @jshilong @ZCMax @zhaoxin111 @GT9505 @shinya7y
[Enhance] Support select gpu-ids in non-distribute testing time (#6781)
d75827e 
* 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
@thuyngch @ZwwWayne
[Feature] Support Label Assignment Distillation (LAD) (open-mmlab#6342)
9d85075 
* 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
ZwwWayne added a commit to ZwwWayne/mmdetection that referenced this pull request Jul 19, 2022
@Czm369 @lkm2835
@ohwi @AronLin @Rishit-dagli @RangiLyu @hhaAndroid @del-zhenwu @thuyngch @fingertap @chhluo @AndreaPi @st9007a @hachreak @BIGWangYuDong @HarborYuan @vealocia @ZwwWayne @jshilong
add abstract and sketch to the CONFIGS/algorithm/README.md (open-mmla…
b13b5f3 
…b#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>
ZwwWayne added a commit to ZwwWayne/mmdetection that referenced this pull request Jul 19, 2022
@hhaAndroid @lkm2835
@Czm369 @ohwi @AronLin @Rishit-dagli @RangiLyu @del-zhenwu @thuyngch @fingertap @chhluo @AndreaPi @st9007a @hachreak @BIGWangYuDong @HarborYuan @vealocia @ZwwWayne
[Enchance] Update FAQ docs (open-mmlab#6587)
274452b 
* 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>
ZwwWayne added a commit to ZwwWayne/mmdetection that referenced this pull request Jul 19, 2022
@BIGWangYuDong @LJoson
@Czm369 @lkm2835 @ohwi @AronLin @Rishit-dagli @RangiLyu @hhaAndroid @del-zhenwu @thuyngch @fingertap @chhluo @AndreaPi @st9007a @hachreak @HarborYuan @vealocia @ZwwWayne @jshilong @ZCMax @zhaoxin111 @GT9505 @shinya7y
[Enhance] Support select gpu-ids in non-distribute testing time (open…
c67b6df 
…-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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@RangiLyu RangiLyu RangiLyu approved these changes

@hhaAndroid hhaAndroid hhaAndroid approved these changes

@ZwwWayne ZwwWayne ZwwWayne approved these changes

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