research
∙
05/05/2022
dPRO: A Generic Profiling and Optimization System for Expediting Distributed DNN Training
Distributed training using multiple devices (e.g., GPUs) has been widely...
share
research
∙
12/16/2021
BGL: GPU-Efficient GNN Training by Optimizing Graph Data I/O and Preprocessing
Graph neural networks (GNNs) have extended the success of deep neural ne...
research
∙
09/13/2019
DL2: A Deep Learning-driven Scheduler for Deep Learning Clusters
More and more companies have deployed machine learning (ML) clusters, wh...
research
∙
01/03/2018