Communication optimization in Machine Learning
Author:   Greenfelder Grant
Publisher:   Grant Greenfelder
ISBN:  

9789434135113


Pages:   116
Publication Date:   03 April 2023
Format:   Paperback
Availability:   Available To Order   Availability explained
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Communication optimization in Machine Learning


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Overview

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.

Full Product Details

Author:   Greenfelder Grant
Publisher:   Grant Greenfelder
Imprint:   Grant Greenfelder
Dimensions:   Width: 15.20cm , Height: 0.60cm , Length: 22.90cm
Weight:   0.163kg
ISBN:  

9789434135113


ISBN 10:   9434135117
Pages:   116
Publication Date:   03 April 2023
Audience:   General/trade ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

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