RESOURCE ALLOCATION METHOD, RESOURCE ALLOCATION APPARATUS, DEVICE, MEDIUM AND COMPUTER PROGRAM PRODUCT

A resource allocation method, including: determining a neural network model to be allocated resources, and determining a set of devices capable of providing resources for the neural network model; determining, based on the set of devices and the neural network model, first set of evaluation points i...

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Main Authors ZHOU, Chendi, LIU, Ji, DOU, Dejing, YU, Dianhai, WU, Zhihua, MA, Yanjun, WU, Xinxuan, ZHANG, Minxu, YAO, Xuefeng, FENG, Danlei
Format Patent
LanguageEnglish
French
German
Published 05.07.2023
Subjects
CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Summary:A resource allocation method, including: determining a neural network model to be allocated resources, and determining a set of devices capable of providing resources for the neural network model; determining, based on the set of devices and the neural network model, first set of evaluation points including first number of evaluation points, each of which corresponds to one resource allocation scheme and resource use cost corresponding to the resource allocation scheme; updating and iterating first set of evaluation points to obtain second set of evaluation points including second number of evaluation points, each of which corresponds to one resource allocation scheme and resource use cost corresponding to the resource allocation scheme, and second number being greater than first number; and selecting a resource allocation scheme with minimum resource use cost from the second set of evaluation points as a resource allocation scheme for allocating resources to the neural network model.
Bibliography:Application Number: EP20220191359