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Optimization Algorithms for Distributed Machine Learning - Synthesis Lectures on Learning, Networks, and Algorithms Gauri Joshi 2023 edition
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Optimization Algorithms for Distributed Machine Learning - Synthesis Lectures on Learning, Networks, and Algorithms
Gauri Joshi
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
| Mediji | Grāmatas Hardcover Book (Grāmata ar cieto muguriņu un vāku) |
| Izlaists | 2022. gada 26. novembris |
| ISBN13 | 9783031190667 |
| Izdevēji | Springer International Publishing AG |
| Lapas | 127 |
| Izmēri | 150 × 220 × 20 mm · 430 g |
| Valoda | Vācu |
Skatīt visus Gauri Joshi ( piem., Hardcover Book )