Keyword : distributed deep learning


Hybrid Electrical/Optical Switch Architectures for Training Distributed Deep Learning in Large-Scale
Thao-Nguyen TRUONG Ryousei TAKANO 
Publication:   
Publication Date: 2021/08/01
Vol. E104-D  No. 8 ; pp. 1332-1339
Type of Manuscript:  PAPER
Category: Information Network
Keyword: 
distributed deep learninghigh performance computing (HPC)optical circuit switchinghybrid switching
 Summary | Full Text:PDF(1MB)

Preliminary Performance Analysis of Distributed DNN Training with Relaxed Synchronization
Koichi SHIRAHATA Amir HADERBACHE Naoto FUKUMOTO Kohta NAKASHIMA 
Publication:   
Publication Date: 2021/06/01
Vol. E104-C  No. 6 ; pp. 257-260
Type of Manuscript:  BRIEF PAPER
Category: 
Keyword: 
relaxed synchronizationdynamic performance optimizationdistributed deep learningapproximate computing
 Summary | Full Text:PDF(373.2KB)