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Optimization Algorithms For Distributed Machine Learning

by Gauri Joshi
language: english
Publisher: Springer International Publishing AG, November of 2022 ‧
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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.

Optimization Algorithms For Distributed Machine Learning

by Gauri Joshi

Property Description
ISBN: 9783031190667
Publisher: Springer International Publishing AG
Release Date: November of 2022
Language: English
Dimensions: 168 x 240 x 20 mm
Cover: Hardcover
Pages: 127
Format: Book
Collection: Synthesis Lectures On Learning, Networks, And Algorithms
Categories: Books in English > Science > Mathematics
Books in English > Others
EAN: 9783031190667