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Expediting Distributed DNN Training With Device Topology-Aware Graph Deployment.
Shiwei Zhang
Xiaodong Yi
Lansong Diao
Chuan Wu
Siyu Wang
Wei Lin
Published in:
IEEE Trans. Parallel Distributed Syst. (2023)
Keyphrases
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training process
graph representation
graph structure
directed graph
peer to peer
distributed systems
training set
small world
graph model
graph mining
computer networks
graph matching
distributed sensor networks
neural network
topological information
training algorithm
remote server
test set
cooperative
multi agent
training data
communication cost
graph theory
directed acyclic graph
bipartite graph
distributed environment
distributed data
lightweight
fully connected
data sets