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portada Communication optimization in Machine Learning (in English)
Type
Physical Book
Language
English
Pages
116
Format
Paperback
Dimensions
22.9 x 15.2 x 0.6 cm
Weight
0.16 kg.
ISBN13
9789434135113

Communication optimization in Machine Learning (in English)

Greenfelder Grant (Author) · Grant Greenfelder · Paperback

Communication optimization in Machine Learning (in English) - Grant, Greenfelder

Physical Book

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  • Condition: New
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Synopsis "Communication optimization in Machine Learning (in English)"

Recent studies showed that for large models, such as GPT-3 which requires 355 years to complete the training using one fastest GPU, it is necessary to use thousands of GPUs to finish the training. Therefore the design of scalable distributed training system imposes a significant implication for the future development of machine learning. One major bottleneck for the scalability of the training system is the communication cost, which could totally overweight the computation cost on commodity systems with that offer limited network bandwidth or high network latency.

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All books in our catalog are Original.
The book is written in English.
The binding of this edition is Paperback.

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