Octo: INT8 Training with Loss-aware Compensation and Backward Quantization for Tiny On-device Learning

Qihua Zhou, Song Guo, Zhihao Qu, Jingcai Guo, Zhenda Xu, Jiewei Zhang, Tao Guo, Boyuan Luo, Jingren Zhou
July 2021
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Type
Conference paper
Publication
In USENIX Annual Technical Conference (ATC) (CCF-A)
Qihua Zhou
Qihua Zhou
PhD, 2019-2023, Professor at ShenZhen University, Outstanding Young Talents Program (Overseas)
Song Guo
Song Guo
Chair Professor
Zhihao Qu
Zhihao Qu
Researcher, 2018-2019, Associate Professor at Hohai University
Jingcai Guo
Jingcai Guo
Research Assistant Professor
Zhenda Xu
Zhenda Xu
PhD, 2019-2024
Jiewei Zhang
Jiewei Zhang
PhD, 2020-Now
Tao Guo
Tao Guo
PhD, 2020-2024, Assistant Professor at ShenZhen University