ClickTrain: efficient and accurate end-to-end deep learning training via fine-grained architecture-preserving pruning

Chengming Zhang, Geng Yuan, Wei Niu, Jiannan Tian, Sian Jin, Donglin Zhuang, Zhe Jiang 0001, Yanzhi Wang, Bin Ren, Shuaiwen Leon Song, Dingwen Tao. ClickTrain: efficient and accurate end-to-end deep learning training via fine-grained architecture-preserving pruning. In Huiyang Zhou, Jose Moreira, Frank Mueller 0001, Yoav Etsion, editors, ICS '21: 2021 International Conference on Supercomputing, Virtual Event, USA, June 14-17, 2021. pages 266-278, ACM, 2021. [doi]

Abstract

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