HongTu: Scalable Full-Graph GNN Training on Multiple GPUs (via communication-optimized CPU data offloading).

Qiange Wang Yao Chen Weng-Fai Wong Bingsheng He

Published in: CoRR (2023)

Keyphrases

data sets
data acquisition
probability distribution
data collection
data points
database
data transfer
data sources
high dimensional data
training examples
training samples
data processing
multiple sources
image data
data analysis
data structure
real time
input data
parallel processing
computational power