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Bump to version v2.20.0 (#6902)
* bump to version 2.20.0 * update the commit in master * fix comments * Fix comments
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README.md

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<img src="https://user-images.githubusercontent.com/12907710/137271636-56ba1cd2-b110-4812-8221-b4c120320aa9.png"/>
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[📘Documentation](https://mmdetection.readthedocs.io/en/v2.19.1/) |
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[🛠️Installation](https://mmdetection.readthedocs.io/en/v2.19.1/get_started.html) |
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[👀Model Zoo](https://mmdetection.readthedocs.io/en/v2.19.1/model_zoo.html) |
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[🆕Update News](https://mmdetection.readthedocs.io/en/v2.19.1/changelog.html) |
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[📘Documentation](https://mmdetection.readthedocs.io/en/v2.20.0/) |
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[🛠️Installation](https://mmdetection.readthedocs.io/en/v2.20.0/get_started.html) |
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[👀Model Zoo](https://mmdetection.readthedocs.io/en/v2.20.0/model_zoo.html) |
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[🆕Update News](https://mmdetection.readthedocs.io/en/v2.20.0/changelog.html) |
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[🚀Ongoing Projects](https://github.com/open-mmlab/mmdetection/projects) |
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[🤔Reporting Issues](https://github.com/open-mmlab/mmdetection/issues/new/choose)
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## Changelog
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**2.19.1** was released in 14/12/2021:
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**2.20.0** was released in 27/12/2021:
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- Release [YOLOX](configs/yolox/README.md) COCO pretrained models
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- Add abstract and sketch of the papers in readmes
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- Fix some weight initialization bugs
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- Support [TOOD](configs/tood/README.md): Task-aligned One-stage Object Detection (ICCV 2021 Oral)
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- Support resuming from the latest checkpoint automatically
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Please refer to [changelog.md](docs/en/changelog.md) for details and release history.
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README_zh-CN.md

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<img src="https://user-images.githubusercontent.com/12907710/137271636-56ba1cd2-b110-4812-8221-b4c120320aa9.png"/>
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[📘使用文档](https://mmdetection.readthedocs.io/zh_CN/v2.19.1/) |
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[🛠️安装教程](https://mmdetection.readthedocs.io/zh_CN/v2.19.1/get_started.html) |
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[👀模型库](https://mmdetection.readthedocs.io/zh_CN/v2.19.1/model_zoo.html) |
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[🆕更新日志](https://mmdetection.readthedocs.io/en/v2.19.1/changelog.html) |
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[📘使用文档](https://mmdetection.readthedocs.io/zh_CN/v2.20.0/) |
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[🛠️安装教程](https://mmdetection.readthedocs.io/zh_CN/v2.20.0/get_started.html) |
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[👀模型库](https://mmdetection.readthedocs.io/zh_CN/v2.20.0/model_zoo.html) |
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[🆕更新日志](https://mmdetection.readthedocs.io/en/v2.20.0/changelog.html) |
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[🚀进行中的项目](https://github.com/open-mmlab/mmdetection/projects) |
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[🤔报告问题](https://github.com/open-mmlab/mmdetection/issues/new/choose)
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## 更新日志
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最新的 **2.19.1** 版本已经在 2021.12.14 发布:
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- 发布 [YOLOX](configs/yolox/README.md) COCO 预训练模型
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- 在自述文件中添加论文的摘要和草图
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- 修复一些权重初始化错误
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最新的 **2.20.0** 版本已经在 2021.12.27 发布:
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- 支持了 ICCV 2021 Oral 方法 [TOOD](configs/tood/README.md): Task-aligned One-stage Object Detection
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- 支持了自动从最新的存储参数节点恢复训练
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如果想了解更多版本更新细节和历史信息,请阅读[更新日志](docs/changelog.md)
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docker/serve/Dockerfile

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FROM pytorch/pytorch:${PYTORCH}-cuda${CUDA}-cudnn${CUDNN}-devel
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ARG MMCV="1.3.17"
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ARG MMDET="2.19.1"
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ARG MMDET="2.20.0"
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ENV PYTHONUNBUFFERED TRUE
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docs/en/changelog.md

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## Changelog
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### v2.20.0 (27/12/2021)
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#### New Features
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- Support [TOOD](configs/tood/README.md): Task-aligned One-stage Object Detection (ICCV 2021 Oral) (#6746)
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- Support resuming from the latest checkpoint automatically (#6727)
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#### Bug Fixes
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- Fix wrong bbox `loss_weight` of the PAA head (#6744)
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- Fix the padding value of `gt_semantic_seg` in batch collating (#6837)
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- Fix test error of lvis when using `classwise` (#6845)
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- Avoid BC-breaking of `get_local_path` (#6719)
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- Fix bug in `sync_norm_hook` when the BN layer does not exist (#6852)
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- Use pycocotools directly no matter what platform it is (#6838)
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#### Improvements
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- Add unit test for SimOTA with no valid bbox (#6770)
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- Use precommit to check readme (#6802)
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- Support selecting GPU-ids in non-distributed testing time (#6781)
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#### Contributors
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A total of 12 developers contributed to this release.
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Thanks @ZwwWayne, @Czm369, @jshilong, @RangiLyu, @BIGWangYuDong, @hhaAndroid, @jamiechoi1995, @AronLin, @Keiku, @gkagkos, @fcakyon, @www516717402
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### v2.19.1 (14/12/2021)
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#### New Features

docs/en/get_started.md

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| MMDetection version | MMCV version |
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|:-------------------:|:-------------------:|
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| master | mmcv-full>=1.3.17, <1.5.0 |
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| 2.20.0 | mmcv-full>=1.3.17, <1.5.0 |
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| 2.19.1 | mmcv-full>=1.3.17, <1.5.0 |
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| 2.19.0 | mmcv-full>=1.3.17, <1.5.0 |
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| 2.18.0 | mmcv-full>=1.3.17, <1.4.0 |

mmdet/__init__.py

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mmcv_minimum_version = '1.3.8'
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mmcv_minimum_version = '1.3.17'
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mmcv_maximum_version = '1.5.0'
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mmcv_version = digit_version(mmcv.__version__)
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mmdet/version.py

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# Copyright (c) OpenMMLab. All rights reserved.
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__version__ = '2.19.1'
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__version__ = '2.20.0'
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short_version = __version__
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