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Unverified Commit ef4c68de authored by Mashiro's avatar Mashiro Committed by GitHub
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Bump version to v0.7.0 (#999)

* Bump version to v0.7.0

* Minor refine

* Fix as comment

* Add docs link

* update release date
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......@@ -74,16 +74,14 @@ Major features:
## What's New
v0.6.0 was released on 2023-02-24.
v0.7.0 was released on 2023-03-16.
Highlights:
- Support `Apex` with `ApexOptimWrapper`
- Support analyzing model complexity
- Add `Lion` optimizer
- Support using environment variables in the config file
- Support PyTorch 2.0! Accelerate training by compiling models. See the tutorial [Model Compilation](https://mmengine.readthedocs.io/en/latest/common_usage/speed_up_training.html#model-compilation) for details
- Add `EarlyStoppingHook` to stop training when the metric does not improve
Read [Changelog](./docs/en/notes/changelog.md#v060-02242023) for more details.
Read [Changelog](./docs/en/notes/changelog.md#v070-03162023) for more details.
## Installation
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......@@ -60,16 +60,14 @@ MMEngine 是一个基于 PyTorch 实现的,用于训练深度学习模型的
## 最近进展
最新版本 v0.6.0 在 2023.02.24 发布。
最新版本 v0.7.0 在 2023.03.16 发布。
亮点:
- 新增 `ApexOptimWrapper` 支持 `Apex` 的混合精度训练功能
- 支持计算模型复杂度
- 新增 Lion 优化器
- 支持在配置文件使用环境变量
- 支持 PyTorch 2.0!通过编译模型实现训练加速,参考[编译模型文档](https://mmengine.readthedocs.io/en/latest/common_usage/speed_up_training.html#model-compilation)抢先体验
- 新增 `EarlyStoppingHook`,当监控的指标不再提升时,自动停止训练
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#v060-02242023)
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#v070-03162023)
## 安装
......
# Changelog of v0.x
## v0.7.0 (03/16/2023)
### Highlights
- Support PyTorch 2.0! Accelerate training by compiling models. See the tutorial [Model Compilation](https://mmengine.readthedocs.io/en/latest/common_usage/speed_up_training.html#model-compilation) for details
- Add `EarlyStoppingHook` to stop training when the metric does not improve
### New Features & Enhancements
- Add configurations to support `torch.compile` in Runner by [@C1rN09](https://github.com/C1rN09) in https://github.com/open-mmlab/mmengine/pull/976
- Support `EarlyStoppingHook` by [@nijkah](https://github.com/nijkah) in https://github.com/open-mmlab/mmengine/pull/739
- Disable duplicated warning during distributed training by [@HAOCHENYE](https://github.com/HAOCHENYE) in https://github.com/open-mmlab/mmengine/pull/961
- Add `FUNCTIONS` root Registry by [@HAOCHENYE](https://github.com/HAOCHENYE) in https://github.com/open-mmlab/mmengine/pull/983
- Save the "memory" field to visualization backends by [@enkilee](https://github.com/enkilee) in https://github.com/open-mmlab/mmengine/pull/974
- Enable bf16 in `AmpOptimWrapper` by [@C1rN09](https://github.com/C1rN09) in https://github.com/open-mmlab/mmengine/pull/960
- Support writing data to `vis_backend` with prefix by [@HAOCHENYE](https://github.com/HAOCHENYE) in https://github.com/open-mmlab/mmengine/pull/972
- Support exporting logs of different ranks in debug mode by [@HAOCHENYE](https://github.com/HAOCHENYE) in https://github.com/open-mmlab/mmengine/pull/968
- Silence error when `ManagerMixin` built instance with duplicate name. by [@HAOCHENYE](https://github.com/HAOCHENYE) in https://github.com/open-mmlab/mmengine/pull/990
### Bug fixes
- Fix optim_wrapper unittest for `pytorch < 1.10.0` by [@C1rN09](https://github.com/C1rN09) in https://github.com/open-mmlab/mmengine/pull/975
- Support calculating the flops of `matmul` with single dimension matrix by [@HAOCHENYE](https://github.com/HAOCHENYE) in https://github.com/open-mmlab/mmengine/pull/970
- Fix repeated warning by [@HAOCHENYE](https://github.com/HAOCHENYE) in https://github.com/open-mmlab/mmengine/pull/992
- Fix lint by [@zhouzaida](https://github.com/zhouzaida) in https://github.com/open-mmlab/mmengine/pull/993
- Fix AMP in Ascend and support using NPUJITCompile environment by [@luomaoling](https://github.com/luomaoling) in https://github.com/open-mmlab/mmengine/pull/994
- Fix inferencer gets wrong configs path by [@HAOCHENYE](https://github.com/HAOCHENYE) in https://github.com/open-mmlab/mmengine/pull/996
### Docs
- Translate "Debug Tricks" to English by [@enkilee](https://github.com/enkilee) in https://github.com/open-mmlab/mmengine/pull/953
- Translate "Model Analysis" document to English by [@enkilee](https://github.com/enkilee) in https://github.com/open-mmlab/mmengine/pull/956
- Translate "Model Complexity Analysis" to Chinese. by [@VoyagerXvoyagerx](https://github.com/VoyagerXvoyagerx) in https://github.com/open-mmlab/mmengine/pull/969
- Add a document about setting interval by [@YuetianW](https://github.com/YuetianW) in https://github.com/open-mmlab/mmengine/pull/964
- Translate "how to set random seed" by [@xin-li-67](https://github.com/xin-li-67) in https://github.com/open-mmlab/mmengine/pull/930
- Fix typo by [@zhouzaida](https://github.com/zhouzaida) in https://github.com/open-mmlab/mmengine/pull/965
- Fix typo in hook document by [@acdart](https://github.com/acdart) in https://github.com/open-mmlab/mmengine/pull/980
- Fix changelog date by [@HAOCHENYE](https://github.com/HAOCHENYE) in https://github.com/open-mmlab/mmengine/pull/986
### Contributors
A total of 10 developers contributed to this release. Thanks [@xin-li-67](https://github.com/xin-li-67), [@acdart](https://github.com/acdart), [@enkilee](https://github.com/enkilee), [@YuetianW](https://github.com/YuetianW), [@luomaoling](https://github.com/luomaoling), [@nijkah](https://github.com/nijkah), [@VoyagerXvoyagerx](https://github.com/VoyagerXvoyagerx), [@zhouzaida](https://github.com/zhouzaida), [@HAOCHENYE](https://github.com/HAOCHENYE), [@C1rN09](https://github.com/C1rN09)
## v0.6.0 (02/24/2023)
### Highlights
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# Copyright (c) OpenMMLab. All rights reserved.
__version__ = '0.6.0'
__version__ = '0.7.0'
def parse_version_info(version_str):
......
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