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

fingertap · 2021-11-15T03:44:47Z

See #6495 for details. Here I just add an assertion before reducing the log_vars to ensure every GPU has the same length of log_vars to prevent infinite waiting.

CLAassistant · 2021-11-15T03:44:53Z

All committers have signed the CLA.

mmdet/models/detectors/base.py

hhaAndroid · 2021-11-15T06:32:11Z

mmdet/models/detectors/base.py

+        if dist.is_available() and dist.is_initialized():
+            log_var_length = torch.tensor(len(log_vars), device=loss.device)
+            dist.all_reduce(log_var_length)
+            assert log_var_length == len(log_vars) * dist.get_world_size(), \


Once an error occurs, print out all the keys in each process to facilitate troubleshooting.

does mmdet provide any thread-safe print utilities?

No need to think about it, only need to be printed after asset, and keys and rank need to be printed at the same time.

Also, how can other GPUs know that this GPU raises error?

It seems that if we want to inform all GPUs about the assertion error, we have to do one more communication among GPUs. If this overhead is Okay, I will add it to this PR.

There is no need to distinguish which GPU is wrong, just print all the keys, the user can check the output to determine which key is wrong

assert Flase, f'{...get_rank(), log_val.keys(), len(log_val.keys())...}'

Yes, you are right. At least two GPUs will raise exception, so users can compare the error messages.

RangiLyu · 2021-11-16T02:25:33Z

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.

fingertap · 2021-11-16T02:33:39Z

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.

Pulled the upstream master.

codecov · 2021-11-16T03:40:25Z

Codecov Report

Merging #6501 (5805be0) into master (c76ab0e) will decrease coverage by 0.02%.
The diff coverage is 0.00%.

@@            Coverage Diff             @@
##           master    #6501      +/-   ##
==========================================
- Coverage   62.04%   62.01%   -0.03%     
==========================================
  Files         319      319              
  Lines       25343    25348       +5     
  Branches     4194     4195       +1     
==========================================
- Hits        15723    15719       -4     
- Misses       8794     8801       +7     
- Partials      826      828       +2

Flag	Coverage Δ
unittests	`61.99% <0.00%> (-0.03%)`	⬇️

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

Impacted Files	Coverage Δ
mmdet/models/detectors/base.py	`53.33% <0.00%> (-2.06%)`	⬇️
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/core/bbox/assigners/max_iou_assigner.py	`73.68% <0.00%> (+1.31%)`	⬆️

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RangiLyu · 2021-11-16T03:45:30Z

Lint failed. Please pip install pre-commit and then run pre-commit run --all-files to fix.

ZwwWayne · 2021-11-19T07:22:37Z

mmdet/models/detectors/base.py

@@ -198,6 +198,16 @@ def _parse_losses(self, losses):
        loss = sum(_value for _key, _value in log_vars.items()
                   if 'loss' in _key)

+        # If the loss_vars has different length, GPUs will wait infinitely


suggest to use rank, word_size = get_dist_info(), then use word_size to decide whether to synchronize

No need to broadcast the error. At least two GPUs will have their len(log_vars) different from the mean. So users can compare the error logs to determine the missing loss terms.

mmdet/models/detectors/base.py

* [#6495] fix infinite GPU waiting in dist training * print log_vars keys in assertion msg * linting issue

* 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 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>

* 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 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>

* 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 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>

* 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>

* [#6495] fix infinite GPU waiting in dist training * print log_vars keys in assertion msg * linting issue

* 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 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>

* 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>

* [open-mmlab#6495] fix infinite GPU waiting in dist training * print log_vars keys in assertion msg * linting issue

…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>

* 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>

…-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>

OpenMMLab-Coodinator · 2023-03-31T08:56:30Z

Hi Han！First of all, we want to express our gratitude for your significant PR in the MMDet project. Your contribution is highly appreciated, and we are grateful for your efforts in helping improve this open-source project during your personal time. We believe that many developers will benefit from your PR.

We would also like to invite you to join our Special Interest Group (SIG) private channel on Discord, where you can share your experiences, ideas, and build connections with like-minded peers. To join the SIG channel, simply message moderator— OpenMMLab on Discord or briefly share your open-source contributions in the #introductions channel and we will assist you. Look forward to seeing you there! Join us ：https://discord.gg/raweFPmdzG

If you are Chinese or have WeChat，welcome to join our community on WeChat. You can add our assistant ：openmmlabwx. Please add "mmsig + Github ID" as a remark when adding friends：）
Thank you again for your contribution❤

fingertap · 2023-03-31T09:42:39Z

Thanks for your invitation.

[#6495] fix infinite GPU waiting in dist training

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RangiLyu linked an issue Nov 15, 2021 that may be closed by this pull request

Distributed training will hang if log_vars has different length among GPUs #6495

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RangiLyu requested review from RangiLyu, hhaAndroid and ZwwWayne November 15, 2021 04:43

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print log_vars keys in assertion msg

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Merge branch 'open-mmlab:master' into master

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linting issue

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Merge branch 'master' of github.com:fingertap/mmdetection

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RangiLyu changed the base branch from master to dev-v2.19.0 November 17, 2021 08:56

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RangiLyu changed the title ~~[#6495] fix infinite GPU waiting in dist training~~ [Fix] Avoid infinite GPU waiting in dist training Nov 17, 2021

RangiLyu mentioned this pull request Nov 19, 2021

Iteration Plan of v2.19.0 - November 2021 #6421

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ZwwWayne requested a review from hhaAndroid November 19, 2021 07:19

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ZwwWayne approved these changes Nov 24, 2021

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ZwwWayne merged commit c2d03ba into open-mmlab:dev-v2.19.0 Nov 24, 2021

ZwwWayne pushed a commit that referenced this pull request Nov 30, 2021

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

d113f5d

* [#6495] fix infinite GPU waiting in dist training * print log_vars keys in assertion msg * linting issue

hhaAndroid mentioned this pull request Dec 2, 2021

[Fix] Fix dist training infinite waiting issue open-mmlab/mmsegmentation#1035

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ZwwWayne pushed a commit that referenced this pull request Jul 18, 2022

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

e5818da

* [#6495] fix infinite GPU waiting in dist training * print log_vars keys in assertion msg * linting issue

ZwwWayne pushed a commit to ZwwWayne/mmdetection that referenced this pull request Jul 19, 2022

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

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* [open-mmlab#6495] fix infinite GPU waiting in dist training * print log_vars keys in assertion msg * linting issue

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

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

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fingertap commented Mar 31, 2023

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

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

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