Gauri Joshi
Optimization Algorithms for Distributed Machine Learning
Optimization Algorithms for Distributed Machine Learning
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- More about Optimization Algorithms for Distributed Machine Learning
Format: Hardback
Length: 127 pages
Publication date: 26 November 2022
Publisher: Springer International Publishing AG
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.
Dimension: 240 x 168 (mm)
ISBN-13: 9783031190667
Edition number: 2023 ed.
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