METHOD AND APPARATUS FOR GENERATING FEDERATED LEARNING MODEL

A method for generating a federated learning model and an apparatus for generating a federated learning model are provided. The method includes obtaining images; obtaining sorting results of the images; and generating a trained federated learning model by training a federated learning model to be tr...

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Bibliographische Detailangaben
Hauptverfasser:	LIU, Ji, DOU, Dejing, ZHOU, Jiwen, YU, Sunjie
Format:	Patent
Sprache:	eng ; fre ; ger
Schlagworte:	CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING PHYSICS
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Beschreibung
Zusammenfassung:	A method for generating a federated learning model and an apparatus for generating a federated learning model are provided. The method includes obtaining images; obtaining sorting results of the images; and generating a trained federated learning model by training a federated learning model to be trained according to the images and the sorting results. The federated learning model to be trained is obtained after pruning a federated learning model to be pruned, and a pruning rate of a convolution layer in the federated learning model to be pruned is automatically adjusted according to a model accuracy during the pruning.