You Already Have It: A Generator-Free Low-Precision DNN Training Framework Using Stochastic Rounding

Geng Yuan, Sung-En Chang, Qing Jin, Alec Lu, Yanyu Li, Yushu Wu, Zhenglun Kong, Yanyue Xie, Peiyan Dong, Minghai Qin, Xiaolong Ma, Xulong Tang, Zhenman Fang, Yanzhi Wang. You Already Have It: A Generator-Free Low-Precision DNN Training Framework Using Stochastic Rounding. In Shai Avidan, Gabriel J. Brostow, Moustapha Cissé, Giovanni Maria Farinella, Tal Hassner, editors, Computer Vision - ECCV 2022 - 17th European Conference, Tel Aviv, Israel, October 23-27, 2022, Proceedings, Part XII. Volume 13672 of Lecture Notes in Computer Science, pages 34-51, Springer, 2022. [doi]

Abstract

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