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AutoProg

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Commits

List of commits on branch main.
Unverified
e49c71c2d475c046a8eb01aeeb16c323608d90ba

add intro

cchanglin31 committed 2 years ago
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90dc6b33315410cf2de1e7631301bbe26c4743c7

add intro

cchanglin31 committed 2 years ago
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19acae4a8926ac9473af3e233ea7829fec8433f9

Initial commit

cchanglin31 committed 2 years ago

README

The README file for this repository.

AutoProg

This project is used to update news related to our paper Automated Progressive Learning for Efficient Training of Vision Transformers (CVPR 2022).

image

AutoProg achieves efficient training by automatically increasing the training overload on-the-fly.

image

AutoProg can accelerate ViTs training by up to 85.1% with no performance drop.

Implementations

Code will be released soon.

Citation

If you use our code for your paper, please cite:

@inproceedings{li2022autoprog,
  author = {Li, Changlin and 
            Zhuang, Bohan and 
            Wang, Guangrun and
            Liang, Xiaodan and
            Chang, Xiaojun and
            Yang, Yi},
  title = {Automated Progressive Learning for Efficient Training of Vision Transformers},
  booktitle = {CVPR},
  year = 2022,
}