Optimization Algorithms for Distributed Machine Learning - Synthesis Lectures on Learning, Networks, and Algorithms - Gauri Joshi - Bøker - Springer International Publishing AG - 9783031190667 - 26. november 2022
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Optimization Algorithms for Distributed Machine Learning - Synthesis Lectures on Learning, Networks, and Algorithms 2023 edition

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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.


127 pages, 38 Illustrations, color; 2 Illustrations, black and white; XIII, 127 p. 40 illus., 38 ill

Media Bøker     Innbunden bok   (Bok med hard rygg og stivt omslag)
Utgitt 26. november 2022
ISBN13 9783031190667
Utgivere Springer International Publishing AG
Antall sider 127
Mål 150 × 220 × 20 mm   ·   430 g
Språk Tysk  

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