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Optimization Algorithms for Distributed Machine Learning
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Optimization Algorithms for Distributed Machine Learning

The author discusses several algorithms that improve the scalability and communication efficiency of synchronous SGD, such as asynchronous SGD, local-update SGD, quantized and sparsified SGD, and decentralized SGD.
Forfatter
Gauri Joshi
Opplag
2023 ed.
ISBN
9783031190667
Språk
Engelsk
Vekt
446 gram
Utgivelsesdato
26.11.2022
Antall sider
127