Proteus: Simulating the Performance of Distributed DNN Training

DNN models are becoming increasingly larger to achieve unprecedented accuracy, and the accompanying increased computation and memory requirements necessitate the employment of massive clusters and elaborate parallelization strategies to accelerate DNN training. In order to better optimize the perfor...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Duan, Jiangfei, Li, Xiuhong, Xu, Ping, Zhang, Xingcheng, Yan, Shengen, Liang, Yun, Lin, Dahua
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Distributed, Parallel, and Cluster Computing
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!