Bump version to v0.2.0 (#591)

* Bump version to v0.2.0

* Add changelog

* minor refine

* minor refine

* update date

* clean the code

* minor refine

* update release date

* Fix grammar

* Fix grammar

* Fix grammar

* Fix grammar

* Minor refine

* Fix error format in readme

* update date

* minor refine

* minor refine

* minor refine

* minor refine

* refine grammar

README.md

@@ -56,6 +56,17 @@ Major features:
    - Provides rich components and strategies.
    - Complete controls on the training process with different levels of APIs.
 
+## What's New
+
+v0.2.0 was released in 2022-10-11.
+
+1. Refactor FileIO to provide a more unified interface without BC breaking.
+2. Add the base model for test time augmentation.
+3. Support converting `BN` to `SyncBN` during distributed data-parallel training.
+4. Add SMDDP backend and support running on AWS.
+
+Read [Changelog](./docs/en/notes/changelog.md#v0.2.0 "11/10/2022") for more details.
+
 ## Installation
 
 Before installing MMEngine, please ensure that PyTorch has been successfully installed following the [official guide](https://pytorch.org/get-started/locally/).
@@ -145,7 +156,7 @@ val_dataloader = DataLoader(batch_size=32,
 <details>
 <summary>Build Metrics</summary>
 
-To validate and test the model, we need to define a **Metric** called accuracy to evaluate the model. This metric needs inherit from `BaseMetric` and implements the `process` and `compute_metrics` methods.
+To validate and test the model, we need to define a **Metric** called accuracy to evaluate the model. This metric needs to inherit from `BaseMetric` and implements the `process` and `compute_metrics` methods.
 
 ```python
 from mmengine.evaluator import BaseMetric

README_zh-CN.md

@@ -58,6 +58,17 @@ MMEngine 是一个基于 PyTorch 用于深度学习模型训练的基础库，
    - 对神经网络模型中各个层的优化配置进行细粒度调整
    - 混合精度训练的灵活控制
 
+## 最近进展
+
+最新版本 v0.2.0 在 2022.10.11 发布。
+
+1. 重构 FileIO 以提供更加易用的接口并保持向下兼容。
+2. 新增 Test time augmentation 模型基类。
+3. 分布式训练时，支持将 BN 自动转化为 SyncBN。
+4. 新增了 SMDDP 后端并支持在 AWS 进行分布式训练。
+
+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/en/notes/changelog.md#v0.2.0 "11/10/2022")
+
 ## 安装
 
 在安装 MMengine 之前，请确保 PyTorch 已成功安装在环境中，可以参考 [PyTorch 官方安装文档](https://pytorch.org/get-started/locally/)。

docs/en/index.rst

@@ -89,6 +89,12 @@ You can switch between Chinese and English documents in the lower-left corner of
    mmengine.utils <api/utils>
    mmengine.utils.dl_utils <api/utils.dl_utils>
 
+.. toctree::
+   :maxdepth: 2
+   :caption: Notes
+
+   notes/changelog.md
+
 .. toctree::
    :caption: Switch Language
 

docs/en/notes/changelog.md

+# Changelog of v0.x
+
+## v0.2.0 (11/10/2022)
+
+### New Features & Enhancements
+
+- Add SMDDP backend and support running on AWS by @austinmw in https://github.com/open-mmlab/mmengine/pull/579
+- Refactor `FileIO` but without breaking bc by @zhouzaida in https://github.com/open-mmlab/mmengine/pull/533
+- Add test time augmentation base model by @HAOCHENYE in https://github.com/open-mmlab/mmengine/pull/538
+- Use `torch.lerp\_()` to speed up EMA by @RangiLyu in https://github.com/open-mmlab/mmengine/pull/519
+- Support converting `BN` to `SyncBN` by config by @HAOCHENYE in https://github.com/open-mmlab/mmengine/pull/506
+- Support defining metric name in wandb backend by @okotaku in https://github.com/open-mmlab/mmengine/pull/509
+- Add dockerfile by @zhouzaida in https://github.com/open-mmlab/mmengine/pull/347
+
+### Docs
+
+- Fix API files of English documentation by @zhouzaida in https://github.com/open-mmlab/mmengine/pull/525
+- Fix typo in `instance_data.py` by @Dai-Wenxun in https://github.com/open-mmlab/mmengine/pull/530
+- Fix the docstring of the model sub-package by @zhouzaida in https://github.com/open-mmlab/mmengine/pull/573
+- Fix a spelling error in docs/zh_cn by @cxiang26 in https://github.com/open-mmlab/mmengine/pull/548
+- Fix typo in docstring by @MengzhangLI in https://github.com/open-mmlab/mmengine/pull/527
+- Update `config.md` by @Zhengfei-0311 in https://github.com/open-mmlab/mmengine/pull/562
+
+### Bug Fixes
+
+- Fix `LogProcessor` does not smooth loss if the name of loss doesn't start with `loss` by @liuyanyi in
+  https://github.com/open-mmlab/mmengine/pull/539
+- Fix failed to enable `detect_anomalous_params` in `MMSeparateDistributedDataParallel` by @HAOCHENYE in https://github.com/open-mmlab/mmengine/pull/588
+- Fix CheckpointHook behavior unexpected if given `filename_tmpl` argument by @C1rN09 in https://github.com/open-mmlab/mmengine/pull/518
+- Fix error argument sequence in `FSDP` by @HAOCHENYE in https://github.com/open-mmlab/mmengine/pull/520
+- Fix uploading image in wandb backend @okotaku in https://github.com/open-mmlab/mmengine/pull/510
+- Fix loading state dictionary in `EMAHook` by @okotaku in https://github.com/open-mmlab/mmengine/pull/507
+- Fix circle import in `EMAHook` by @HAOCHENYE in https://github.com/open-mmlab/mmengine/pull/523
+- Fix unit test could fail caused by `MultiProcessTestCase`  by @HAOCHENYE in https://github.com/open-mmlab/mmengine/pull/535
+- Remove unnecessary "if statement" in `Registry` by @MambaWong in https://github.com/open-mmlab/mmengine/pull/536
+- Fix `_save_to_state_dict` by @HAOCHENYE in https://github.com/open-mmlab/mmengine/pull/542
+- Support comparing NumPy array dataset meta in `Runner.resume` by @HAOCHENYE in https://github.com/open-mmlab/mmengine/pull/511
+- Use `get` instead of `pop` to dump `runner_type` in `build_runner_from_cfg` by @nijkah in https://github.com/open-mmlab/mmengine/pull/549
+- Upgrade pre-commit hooks by @zhouzaida in https://github.com/open-mmlab/mmengine/pull/576
+- Delete the error comment in `registry.md` by @vansin in https://github.com/open-mmlab/mmengine/pull/514
+- Fix Some out-of-date unit tests by @C1rN09 in https://github.com/open-mmlab/mmengine/pull/586
+- Fix typo in `MMFullyShardedDataParallel` by @yhna940 in https://github.com/open-mmlab/mmengine/pull/569
+- Update Github Action CI and CircleCI by @zhouzaida in https://github.com/open-mmlab/mmengine/pull/512
+- Fix unit test in windows by @HAOCHENYE in https://github.com/open-mmlab/mmengine/pull/515
+- Fix merge ci & multiprocessing unit test by @HAOCHENYE in https://github.com/open-mmlab/mmengine/pull/529
+
+### New Contributors
+
+- @okotaku made their first contribution in https://github.com/open-mmlab/mmengine/pull/510
+- @MengzhangLI made their first contribution in https://github.com/open-mmlab/mmengine/pull/527
+- @MambaWong made their first contribution in https://github.com/open-mmlab/mmengine/pull/536
+- @cxiang26 made their first contribution in https://github.com/open-mmlab/mmengine/pull/548
+- @nijkah made their first contribution in https://github.com/open-mmlab/mmengine/pull/549
+- @Zhengfei-0311 made their first contribution in https://github.com/open-mmlab/mmengine/pull/562
+- @austinmw made their first contribution in https://github.com/open-mmlab/mmengine/pull/579
+- @yhna940 made their first contribution in https://github.com/open-mmlab/mmengine/pull/569
+- @liuyanyi made their first contribution in https://github.com/open-mmlab/mmengine/pull/539

docs/zh_cn/index.rst

@@ -89,6 +89,12 @@
    mmengine.utils <api/utils>
    mmengine.utils.dl_utils <api/utils.dl_utils>
 
+.. toctree::
+   :maxdepth: 2
+   :caption: Notes
+
+   notes/changelog.md
+
 .. toctree::
    :caption: 语言切换
 

mmengine/version.py

 # Copyright (c) OpenMMLab. All rights reserved.
 
-__version__ = '0.1.0'
+__version__ = '0.2.0'
 
 
 def parse_version_info(version_str):