Optimization Algorithms for Distributed Machine Learning - Synthesis Lectures on Learning, Networks, and Algorithms - Gauri Joshi - Knihy - Springer International Publishing AG - 9783031190667 - 26. novembra 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

Médium Knihy     Hardcover Book   (Kniha s pevnou väzbou a obalom)
Vydané 26. novembra 2022
ISBN13 9783031190667
Vydavatelia Springer International Publishing AG
Strany 127
Rozmery 150 × 220 × 20 mm   ·   430 g
Jazyk Nemčina  

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