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Update README.md
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SamitHuang authored Dec 7, 2022
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* Augmentation
* [AutoAugment](https://arxiv.org/abs/1805.09501)
* [RandAugment](https://arxiv.org/abs/1909.13719)
* [Repeated Augmentation](https://openaccess.thecvf.com/content_CVPR_2020/papers/Hoffer_Augment_Your_Batch_Improving_Generalization_Through_Instance_Repetition_CVPR_2020_paper.pdf)
* RandErasing (Cutout)
* CutMix
* Mixup
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## Notes
### What is New
- 2022/12/05
- 2022/12/07
1. Support lr warmup for all lr scheduling algorithms besides cosine decay.
2. Add repeated augmentation, which can be enabled by setting `--aug_repeats` to be a value larger than 1 (typically, 3 is a common choice).

- 2022/11/21
1. Add visualization for loss and acc curves
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