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Title:
MODEL TRAINING MANAGEMENT METHOD, APPARATUS AND SYSTEM
Document Type and Number:
WIPO Patent Application WO/2024/067404
Kind Code:
A1
Abstract:
The present application provides a model training management method, apparatus and system. The method comprises: a model training management entity receiving training state information of a first model training entity, wherein the training state information indicates at least one model training task of the first model training entity; the model training management entity acquiring a plurality of pieces of computing power resource information, wherein the plurality of pieces of computing power resource information respectively indicate idle computing power resources that are used for model training and are possessed by a plurality of model training entities; the model training management entity determining, on the basis of the plurality of pieces of computing power resource information, a first target model training entity from among the plurality of model training entities; and the model training management entity sending first training task configuration information to the first target model training entity, wherein the first training task configuration information indicates assistance for the first model training entity in executing a target model training task among the at least one model training task. Thus, the efficiency of model training can be improved.

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Inventors:
HUANG XIETIAN (CN)
CAO LONGYU (CN)
Application Number:
PCT/CN2023/120765
Publication Date:
April 04, 2024
Filing Date:
September 22, 2023
Export Citation:
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Assignee:
HUAWEI TECH CO LTD (CN)
International Classes:
G06F18/214; G06F9/50; G06N20/00
Domestic Patent References:
WO2021105313A12021-06-03
Foreign References:
CN113849295A2021-12-28
CN110221913A2019-09-10
CN111368991A2020-07-03
CN114089889A2022-02-25
CN114169427A2022-03-11
CN114595058A2022-06-07
Attorney, Agent or Firm:
LONGSUN LEAD IP LTD. (CN)
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