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Slow and Stale Gradients Can Win the Race: Error-Runtime Trade-offs in Distributed SGD.
Sanghamitra Dutta
Gauri Joshi
Soumyadip Ghosh
Parijat Dube
Priya Nagpurkar
Published in:
AISTATS (2018)
Keyphrases
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trade off
error rate
distributed systems
fault tolerant
peer to peer
distributed data
loosely coupled
heterogeneous environments
neural network
error bounds
e learning
multi agent
cost function
lightweight
estimation error
distributed network