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
Assistant Professor in SZU
Song Guo
Song Guo
Professor
Jingcai Guo
Jingcai Guo
Research Assistant Professor
Zhenda Xu
Zhenda Xu
PhD Student
Jiewei Zhang
Jiewei Zhang
PhD Student
Tao Guo
Tao Guo
Assistant Professor in SZU