DNN gradient lossless compression: Can GenNorm be the answer?

DNN gradient lossless compression: Can GenNorm be the answer?

15 November 2021

Eduin E. Hernandez

Yu-Chih Huang

Papers citing "DNN gradient lossless compression: Can GenNorm be the answer?"

4 / 4 papers shown

Title
M22: A Communication-Efficient Algorithm for Federated Learning Inspired by Rate-Distortion Yangyi Liu Stefano Rini Sadaf Salehkalaibar Jun Chen FedML 11 4 0 23 Jan 2023
How to Attain Communication-Efficient DNN Training? Convert, Compress, Correct Zhongzhu Chen Eduin E. Hernandez Yu-Chih Huang Stefano Rini MQ 17 0 0 18 Apr 2022
Convert, compress, correct: Three steps toward communication-efficient DNN training Zhongzhu Chen Eduin E. Hernandez Yu-Chih Huang Stefano Rini 15 0 0 17 Mar 2022
Lossy Gradient Compression: How Much Accuracy Can One Bit Buy? Sadaf Salehkalaibar Stefano Rini FedML 22 4 0 06 Feb 2022