BMPQ: Bit-Gradient Sensitivity-Driven Mixed-Precision Quantization of DNNs from Scratch

Souvik Kundu 0002, Shikai Wang, Qirui Sun, Peter A. Beerel, Massoud Pedram. BMPQ: Bit-Gradient Sensitivity-Driven Mixed-Precision Quantization of DNNs from Scratch. In Cristiana Bolchini, Ingrid Verbauwhede, Ioana Vatajelu, editors, 2022 Design, Automation & Test in Europe Conference & Exhibition, DATE 2022, Antwerp, Belgium, March 14-23, 2022. pages 588-591, IEEE, 2022. [doi]

Abstract

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