Post-Training 4-bit Quantization on Embedding Tables

5 November 2019

Papers citing "Post-Training 4-bit Quantization on Embedding Tables"

5 / 5 papers shown

Title
Fine-Grained Embedding Dimension Optimization During Training for Recommender Systems Qinyi Luo Penghan Wang Wei Zhang Fan Lai Jiachen Mao ... Jun Song Wei-Yu Tsai Shuai Yang Yuxi Hu Xuehai Qian 45 0 0 09 Jan 2024
Adaptive Low-Precision Training for Embeddings in Click-Through Rate Prediction Shiwei Li Huifeng Guo Luyao Hou Wei Zhang Xing Tang Ruiming Tang Rui Zhang Rui Li MQ 95 7 0 12 Dec 2022
Toward Compact Parameter Representations for Architecture-Agnostic Neural Network Compression Yuezhou Sun Wenlong Zhao Lijun Zhang Xiao Liu Hui Guan Matei A. Zaharia 21 0 0 19 Nov 2021
Supporting Massive DLRM Inference Through Software Defined Memory E. K. Ardestani Changkyu Kim Seung Jae Lee Luoshang Pan Valmiki Rampersad ... Krishnakumar Nair Maxim Naumov Christopher Peterson M. Smelyanskiy Vijay Rao BDL 31 20 0 21 Oct 2021
Mixed-Precision Embedding Using a Cache J. Yang Jianyu Huang Jongsoo Park P. T. P. Tang Andrew Tulloch 11 36 0 21 Oct 2020