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Optimization Algorithms for Distributed Machine Learning

58,30 €

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.

Författare
Gauri Joshi
ISBN
9783031190667
Språk
engelska
Vikt
518 gram
Utgivningsdatum
26.11.2022
Sidor
127

Optimization Algorithms for Distributed Machine Learning - Gauri Joshi - Inbunden (9783031190667) | Adlibris nätbokhandel