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Patent Searching and Data


Title:
DISTRIBUTED LEARNING SERVER AND DISTRIBUTED LEARNING METHOD
Document Type and Number:
WIPO Patent Application WO/2023/022321
Kind Code:
A1
Abstract:
A method for performing distributed learning by a server is provided. A server selects worker nodes to perform distributed learning among multiple nodes and constructs a computer cluster, and nodes in the computer cluster comprise the server that is a master node, and the worker nodes. With respect to each node in the computer cluster, the server may identify a calculation time it takes for each node in the computer cluster to train, and adjust the number of items of data included in each data subset and used for training of the nodes in the computer cluster, on the basis of the calculation time of each node in the computer cluster.

Inventors:
KIM TAEJEOUNG (KR)
CHO KYUNAM (KR)
Application Number:
PCT/KR2022/004806
Publication Date:
February 23, 2023
Filing Date:
April 04, 2022
Export Citation:
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Assignee:
SAMSUNG ELECTRONICS CO LTD (KR)
International Classes:
G06N20/20; H04L67/10
Foreign References:
CN111401552A2020-07-10
CN111461290A2020-07-28
KR20150050689A2015-05-11
JP2021043495A2021-03-18
US20170279849A12017-09-28
Attorney, Agent or Firm:
Y.P.LEE, MOCK & PARTNERS (KR)
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