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 [![GitHub - LICENSE](https://img.shields.io/github/license/Luolc/AdaBound.svg?style=flat)](./LICENSE)
 
 An optimizer that trains as fast as Adam and as good as SGD, for developing state-of-the-art 
-deep learning models on a wide variety of pupolar tasks in the field of CV, NLP, and etc.
+deep learning models on a wide variety of popular tasks in the field of CV, NLP, and etc.
 
 Based on Luo et al. (2019). 
 [Adaptive Gradient Methods with Dynamic Bound of Learning Rate](https://openreview.net/forum?id=Bkg3g2R9FX).