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bump version to 2.15.1 (#5857)
* bump version to 2.15.1 * update versions * make en/cn consistency
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README.md

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## Changelog
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v2.15.0 was released in 02/08/2021.
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v2.15.1 was released in 11/08/2021, which supports YOLOX.
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Please refer to [changelog.md](docs/changelog.md) for details and release history.
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A comparison between v1.x and v2.0 codebases can be found in [compatibility.md](docs/compatibility.md).
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README_zh-CN.md

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## 更新日志
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最新的月度版本 v2.15.0 在 2021.08.02 发布。
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最新的月度版本 v2.15.1 在 2021.08.11 发布,新版本支持了 YOLOX
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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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[兼容性说明文档](docs_zh-CN/compatibility.md)中我们提供了 1.x 和 2.0 版本的详细比较。
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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="1.3.8"
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ARG MMDET="2.15.0"
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ARG MMDET="2.15.1"
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ENV PYTHONUNBUFFERED TRUE
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docs/changelog.md

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## Changelog
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### v2.15.1 (11/8/2021)
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#### Highlights
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- Support [YOLOX](https://arxiv.org/abs/2107.08430)
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#### New Features
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- Support [YOLOX](https://arxiv.org/abs/2107.08430)(#5756, #5758, #5760, #5767, #5770, #5774, #5777, #5808, #5828, #5848)
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#### Bug Fixes
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- Update correct SSD models. (#5789)
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- Fix casting error in mask structure (#5820)
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- Fix MMCV deployment documentation links. (#5790)
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#### Improvements
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- Use dynamic MMCV download link in TorchServe dockerfile (#5779)
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- Rename the function `upsample_like` to `interpolate_as` for more general usage (#5788)
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#### Contributors
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A total of 14 developers contributed to this release.
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Thanks @HAOCHENYE, @xiaohu2015, @HsLOL, @zhiqwang, @Adamdad, @shinya7y, @Johnson-Wang, @RangiLyu, @jshilong, @mmeendez8, @AronLin, @BIGWangYuDong, @hhaAndroid, @ZwwWayne
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### v2.15.0 (02/8/2021)
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#### Highlights

docs/compatibility.md

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## MMDetection 2.12.0
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MMDetection is going through big refactoring for more general and convenient usages during the releases from v2.12.0 to v2.15.0 (maybe longer).
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MMDetection is going through big refactoring for more general and convenient usages during the releases from v2.12.0 to v2.18.0 (maybe longer).
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In v2.12.0 MMDetection inevitably brings some BC-breakings, including the MMCV dependency, model initialization, model registry, and mask AP evaluation.
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### MMCV Version

docs/get_started.md

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| MMDetection version | MMCV version |
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|:-------------------:|:-------------------:|
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| master | mmcv-full>=1.3.8, <1.4.0 |
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| 2.15.1 | mmcv-full>=1.3.8, <1.4.0 |
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| 2.15.0 | mmcv-full>=1.3.8, <1.4.0 |
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| 2.14.0 | mmcv-full>=1.3.8, <1.4.0 |
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| 2.13.0 | mmcv-full>=1.3.3, <1.4.0 |

docs_zh-CN/compatibility.md

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## MMDetection v2.12.0
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在 v2.12.0 到 v2.15.0(或以上)版本的这段时间,为了提升通用性和便捷性,MMDetection 正在进行大规模重构。在升级到 v2.12.0 后 MMDetection 不可避免地带来了一些 BC Breaking,包括 MMCV 的版本依赖、模型初始化方式、模型 registry 和 mask AP 的评估。
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在 v2.12.0 到 v2.18.0(或以上)版本的这段时间,为了提升通用性和便捷性,MMDetection 正在进行大规模重构。在升级到 v2.12.0 后 MMDetection 不可避免地带来了一些 BC Breaking,包括 MMCV 的版本依赖、模型初始化方式、模型 registry 和 mask AP 的评估。
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### MMCV 版本
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mmdet/version.py

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# Copyright (c) Open-MMLab. All rights reserved.
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__version__ = '2.15.0'
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__version__ = '2.15.1'
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short_version = __version__
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