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News/논문

Learning Rate

What is exactly the learning rate warmup described in the paper?

 

What is exactly the learning rate warmup described in the paper? · Issue #425 · google-research/bert

 

github.com

 

 

 

딥러닝을 위한/가이드(Guide) [논문요약] Classification 학습방법 - Bag of Tricks(2018)

 

[논문요약] Classification 학습방법 - Bag of Tricks(2018)

*크롬으로 보시는 걸 추천드립니다* 이미지 Classification의 성능을 최대한도로 높이기 위한 방법을 제시하는 논문 : Bag of Tricks for Image Classification with CNN [arxiv.org/pdf/1812.01187.pdf] 을 소개해 드리려고

kmhana.tistory.com

 

 

 

What does "learning rate warm-up" mean? [closed]

 

What does "learning rate warm-up" mean?

In machine learning, especially deep learning, what does it mean to warm-up? I've heard sometimes that in some models, warming-up is a phase in training. But honestly, I don't know what it is becau...

stackoverflow.com

 

 

 

Learning rate & warmup step & LR scheduling

 

Learning rate & warmup step & LR scheduling

Background요즘 딥러닝을 하다보면 수도없이 접하게 되는 단어 중 하나는 learning rate, warmup, LR scheduler와 같은 것들입니다.이미 시중에 여러가지 기법들이 나와있고 한번은 정리해야겠다 생각했는데

eagle705.github.io

 

 

 

https://velog.io/@seopbo/How-to-Train-BERT-with-an-Academic-Budget

 

 

 

https://velog.io/@jisngprk/Accurate-Large-Minibatch-SGDTraining-ImageNet-in-1-Hour

 

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