Title:
FEDERATED LEARNING METHOD, APPARATUS AND SYSTEM, ELECTRONIC DEVICE AND STORAGE MEDIUM
Document Type and Number:
WIPO Patent Application WO/2022/012621
Kind Code:
A1
Abstract:
The present disclosure provides a federated learning method, apparatus and system, an electronic device, and a computer readable storage medium. The federated learning method is applied to an ith-layer node, i being an integer equal to or greater than 2 and equal to or less than (N-1), and (N-1) being the number of layers of the federated learning. Said method comprises: having received a corresponding first gradient reported by at least one (i-1)th-layer node under the ith-layer node; and calculating an updated (i-1)th-layer global gradient corresponding to the ith-layer node according to the first gradient corresponding to the at least one (i-1)th-layer node and an (i-1)th-layer weight indicator corresponding to the ith-layer node, the (i-1)th-layer weight indicator being a communication indicator. Figure 4
Inventors:
DU YONGSHENG (CN)
Application Number:
PCT/CN2021/106469
Publication Date:
January 20, 2022
Filing Date:
July 15, 2021
Export Citation:
Assignee:
ZTE CORP (CN)
International Classes:
G06F21/60
Foreign References:
| CN110728376A | 2020-01-24 | |||
| CN111062493A | 2020-04-24 | |||
| US20150324690A1 | 2015-11-12 |
Attorney, Agent or Firm:
TEE&HOWE INTELLECTUAL PROPERTY ATTORNEYS (CN)
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