Bump to 2.19.0 (open-mmlab#6633)

* bump to 2.19.0

* resolve comments

* fix typo

* fix

README.md

@@ -13,10 +13,10 @@
   <img src="https://user-images.githubusercontent.com/12907710/137271636-56ba1cd2-b110-4812-8221-b4c120320aa9.png"/>
 
 
-[📘Documentation](https://mmdetection.readthedocs.io/en/v2.18.1/) |
-[🛠️Installation](https://mmdetection.readthedocs.io/en/v2.18.1/get_started.html) |
-[👀Model Zoo](https://mmdetection.readthedocs.io/en/v2.18.1/model_zoo.html) |
-[🆕Update News](https://mmdetection.readthedocs.io/en/v2.18.1/changelog.html) |
+[📘Documentation](https://mmdetection.readthedocs.io/en/v2.19.0/) |
+[🛠️Installation](https://mmdetection.readthedocs.io/en/v2.19.0/get_started.html) |
+[👀Model Zoo](https://mmdetection.readthedocs.io/en/v2.19.0/model_zoo.html) |
+[🆕Update News](https://mmdetection.readthedocs.io/en/v2.19.0/changelog.html) |
 [🚀Ongoing Projects](https://github.com/open-mmlab/mmdetection/projects) |
 [🤔Reporting Issues](https://github.com/open-mmlab/mmdetection/issues/new/choose)
 
@@ -60,10 +60,11 @@ This project is released under the [Apache 2.0 license](LICENSE).
 
 ## Changelog
 
-**2.18.1** was released in 15/11/2021:
-- Release [QueryInst](http://arxiv.org/abs/2105.01928) pre-trained weights.
-- Support plot confusion matrix.
-- Fix SpatialReductionAttention in PVT and fix trunc_normal_init in both PVT and Swin-Transformer.
+**2.19.0** was released in 29/11/2021:
+
+- Support [Label Assignment Distillation](https://arxiv.org/abs/2108.10520)
+- Support `persistent_workers` for Pytorch >= 1.7
+- Align accuracy to the updated official YOLOX
 
 Please refer to [changelog.md](docs/changelog.md) for details and release history.
 
@@ -206,3 +207,4 @@ If you use this toolbox or benchmark in your research, please cite this project.
 - [MMOCR](https://github.com/open-mmlab/mmocr): A Comprehensive Toolbox for Text Detection, Recognition and Understanding.
 - [MMGeneration](https://github.com/open-mmlab/mmgeneration): OpenMMLab image and video generative models toolbox.
 - [MMFlow](https://github.com/open-mmlab/mmflow): OpenMMLab optical flow toolbox and benchmark.
+- [MMFewShot](https://github.com/open-mmlab/mmfewshot): OpenMMLab FewShot Learning Toolbox and Benchmark.

README_zh-CN.md

@@ -13,10 +13,10 @@
   <img src="https://user-images.githubusercontent.com/12907710/137271636-56ba1cd2-b110-4812-8221-b4c120320aa9.png"/>
 
 
-[📘使用文档](https://mmdetection.readthedocs.io/zh_CN/v2.18.1/) |
-[🛠️安装教程](https://mmdetection.readthedocs.io/zh_CN/v2.18.1/get_started.html) |
-[👀模型库](https://mmdetection.readthedocs.io/zh_CN/v2.18.1/model_zoo.html) |
-[🆕更新日志](https://mmdetection.readthedocs.io/en/v2.18.1/changelog.html) |
+[📘使用文档](https://mmdetection.readthedocs.io/zh_CN/v2.19.0/) |
+[🛠️安装教程](https://mmdetection.readthedocs.io/zh_CN/v2.19.0/get_started.html) |
+[👀模型库](https://mmdetection.readthedocs.io/zh_CN/v2.19.0/model_zoo.html) |
+[🆕更新日志](https://mmdetection.readthedocs.io/en/v2.19.0/changelog.html) |
 [🚀进行中的项目](https://github.com/open-mmlab/mmdetection/projects) |
 [🤔报告问题](https://github.com/open-mmlab/mmdetection/issues/new/choose)
 
@@ -59,10 +59,10 @@ MMDetection 是一个基于 PyTorch 的目标检测开源工具箱。它是 [Ope
 
 ## 更新日志
 
-最新的 **2.18.1** 版本已经在2021.11.15发布:
-- 发布了 [QueryInst](http://arxiv.org/abs/2105.01928) 的预训练模型。
-- 支持绘制混淆矩阵。
-- 修复了 PVT 中的 SpatialReductionAttention 以及 PVT 和 Swin-Transformer 中 trunc_normal_init 的错误用法。
+最新的 **2.19.0** 版本已经在 2021.11.29 发布:
+- 支持了 [Label Assignment Distillation](https://arxiv.org/abs/2108.10520)
+- 对 PyTorch >= 1.7 支持 `persistent_workers`
+- 与最近更新的 YOLOX 对齐精度
 
 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)。
 

docker/serve/Dockerfile

@@ -4,7 +4,7 @@ ARG CUDNN="7"
 FROM pytorch/pytorch:${PYTORCH}-cuda${CUDA}-cudnn${CUDNN}-devel
 
 ARG MMCV="1.3.17"
-ARG MMDET="2.18.1"
+ARG MMDET="2.19.0"
 
 ENV PYTHONUNBUFFERED TRUE
 

docs/changelog.md

@@ -1,5 +1,46 @@
 ## Changelog
 
+### v2.19.0 (29/11/2021)
+
+#### Highlights
+
+- Support [Label Assignment Distillation](https://arxiv.org/abs/2108.10520)
+- Support `persistent_workers` for Pytorch >= 1.7
+- Align accuracy to the updated official YOLOX
+
+#### New Features
+
+- Support [Label Assignment Distillation](https://arxiv.org/abs/2108.10520) (#6342)
+- Support `persistent_workers` for Pytorch >= 1.7 (#6435)
+
+#### Bug Fixes
+
+- Fix repeatedly output warning message (#6584)
+- Avoid infinite GPU waiting in dist training (#6501)
+- Fix SSD512 config error (#6574)
+- Fix MMDetection model to ONNX command (#6558)
+
+#### Improvements
+
+- Refactor configs of FP16 models (#6592)
+- Align accuracy to the updated official YOLOX (#6443)
+- Speed up training and reduce memory cost when using PhotoMetricDistortion. (#6442)
+- Make OHEM work with seesaw loss (#6514)
+
+
+#### Documents
+
+- Update README.md (#6567)
+
+#### Contributors
+
+A total of 11 developers contributed to this release.
+Thanks @FloydHsiu, @RangiLyu, @ZwwWayne, @AndreaPi, @st9007a, @hachreak, @BIGWangYuDong, @hhaAndroid, @AronLin, @chhluo, @vealocia, @HarborYuan, @st9007a, @jshilong
+
+
+
+
+
 ### v2.18.1 (15/11/2021)
 
 #### Highlights

docs_zh-CN/get_started.md

@@ -12,6 +12,7 @@ MMDetection 和 MMCV 版本兼容性如下所示，需要安装正确的 MMCV 
 | MMDetection 版本 |        MMCV 版本         |
 | :--------------: | :----------------------: |
 |      master      | mmcv-full>=1.3.17, <1.4.0 |
+|      2.19.0      | mmcv-full>=1.3.17, <1.4.0 |
 |      2.18.1      | mmcv-full>=1.3.17, <1.4.0 |
 |      2.18.0      | mmcv-full>=1.3.14, <1.4.0 |
 |      2.17.0      | mmcv-full>=1.3.14, <1.4.0 |

mmdet/__init__.py

@@ -17,7 +17,7 @@ def digit_version(version_str):
 
 
 mmcv_minimum_version = '1.3.8'
-mmcv_maximum_version = '1.4.0'
+mmcv_maximum_version = '1.5.0'
 mmcv_version = digit_version(mmcv.__version__)
 
 

mmdet/version.py

@@ -1,6 +1,6 @@
 # Copyright (c) OpenMMLab. All rights reserved.
 
-__version__ = '2.18.1'
+__version__ = '2.19.0'
 short_version = __version__