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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:
CoRR (2018)
Keyphrases
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trade off
distributed systems
peer to peer
error rate
multi agent
cooperative
lightweight
distributed environment
databases
neural network
machine learning
feature selection
upper bound
error bounds
fault tolerant
learning rate