Invention Application
- Patent Title: METHOD FOR IMPLEMENTING MODEL UPDATE AND DEVICE THEREOF
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Application No.: US17871084Application Date: 2022-07-22
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Publication No.: US20220366310A1Publication Date: 2022-11-17
- Inventor: Xiaoyun SI , Liang ZHANG , Xinyu HU , Jun WU
- Applicant: HUAWEI TECHNOLOGIES CO., LTD.
- Applicant Address: CN Shenzhen
- Assignee: HUAWEI TECHNOLOGIES CO., LTD.
- Current Assignee: HUAWEI TECHNOLOGIES CO., LTD.
- Current Assignee Address: CN Shenzhen
- Priority: CN202010077143.8 20200123
- Main IPC: G06N20/00
- IPC: G06N20/00

Abstract:
A method for implementing model update is provided and used in a federated update framework. The method includes: a service device receives difference information uploaded by at least two clients. The service device performs calculation based on the difference information uploaded by the at least two clients, to obtain first difference consistency information, where the first difference consistency information indicates a consistency degree of the difference information uploaded by the at least two clients. The service device performs calculation based on the first difference consistency information, to obtain first training information, where the first training information is used to train a third model, and the third model is obtained by updating the first model by the service device based on the difference information uploaded by the at least two clients. The service device sends the first training information to the at least two clients.
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