Distribution Adaptive INT8 Quantization for Training CNNs

9 February 2021

Papers citing "Distribution Adaptive INT8 Quantization for Training CNNs"

7 / 7 papers shown

Title
MetaGrad: Adaptive Gradient Quantization with Hypernetworks Kaixin Xu Alina Hui Xiu Lee Ziyuan Zhao Zhe Wang Min-man Wu Weisi Lin MQ 17 1 0 04 Mar 2023
Efficient On-device Training via Gradient Filtering Yuedong Yang Guihong Li R. Marculescu 31 18 0 01 Jan 2023
Exploiting the Partly Scratch-off Lottery Ticket for Quantization-Aware Training Yunshan Zhong Gongrui Nan Yu-xin Zhang Fei Chao Rongrong Ji MQ 18 3 0 12 Nov 2022
Is Integer Arithmetic Enough for Deep Learning Training? Alireza Ghaffari Marzieh S. Tahaei Mohammadreza Tayaranian M. Asgharian V. Nia MQ 11 16 0 18 Jul 2022
Bitwidth Heterogeneous Federated Learning with Progressive Weight Dequantization Jaehong Yoon Geondo Park Wonyong Jeong Sung Ju Hwang FedML 19 19 0 23 Feb 2022
Large-Scale Training System for 100-Million Classification at Alibaba Liuyihan Song Pan Pan Kang Zhao Hao Yang Yiming Chen Yingya Zhang Yinghui Xu R. L. Jin 32 23 0 09 Feb 2021
Training High-Performance and Large-Scale Deep Neural Networks with Full 8-bit Integers Yukuan Yang Shuang Wu Lei Deng Tianyi Yan Yuan Xie Guoqi Li MQ 99 110 0 05 Sep 2019