Open Access

ARTICLE

A Novel Quantization and Model Compression Approach for Hardware Accelerators in Edge Computing

Fangzhou He^1,3, Ke Ding^1,2, Dingjiang Yan³, Jie Li^3,*, Jiajun Wang^1,2, Mingzhe Chen^1,2

1 State Key Laboratory of Intelligent Vehicle Safety Technology, Chongqing, 401133, China
2 Foresight Technology Institute, Chongqing Changan Automobile Co., Ltd., Chongqing, 400023, China
3 School of Computer Science and Engineering, Chongqing University of Science and Technology, Chongqing, 401331, China

* Corresponding Author: Jie Li. Email: