Title:
INFORMATION FUSION METHOD AND APPARATUS, DATA COMMUNICATION METHOD AND APPARATUS, AND ELECTRONIC DEVICE AND NON-VOLATILE READABLE STORAGE MEDIUM
Document Type and Number:
WIPO Patent Application WO/2024/016542
Kind Code:
A1
Abstract:
The embodiments of the present application relate to the technical field of computers. Disclosed are an information fusion method and apparatus, a data communication method and apparatus, and an electronic device and a non-volatile computer-readable storage medium. The information fusion method comprises: when a communication trigger condition is met, acquiring a local parameter of each computing node in a distributed training system, wherein the communication trigger condition involves the key nodes which participate in the current round of training all executing and completing a task of the current round of training; selecting, from the computing nodes, N key nodes which participate in the next round of training, and fusing the local parameters of the N key nodes to obtain a global parameter; and sending the global parameter to each computing node, and sending a training command to the key nodes, such that the key nodes execute a task of the next round of training on the basis of the global parameter. The embodiments of the present application increase the speed of distributed training of a model.
Inventors:
YAN RUIDONG (CN)
GUO ZHENHUA (CN)
ZHAO YAQIAN (CN)
QIU ZHIYONG (CN)
GUO ZHENHUA (CN)
ZHAO YAQIAN (CN)
QIU ZHIYONG (CN)
Application Number:
PCT/CN2022/133806
Publication Date:
January 25, 2024
Filing Date:
November 23, 2022
Export Citation:
Assignee:
INSPUR ELECTRONIC INFORMATION INDUSTRY CO LTD (CN)
International Classes:
G06F17/10
Foreign References:
| CN114997337A | 2022-09-02 | |||
| CN113516250A | 2021-10-19 | |||
| CN114756383A | 2022-07-15 | |||
| US20220101189A1 | 2022-03-31 |
Attorney, Agent or Firm:
KANGXIN PARTNERS, P.C. (CN)
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