公开(公告)号：US20230206024A1

公开(公告)日：2023-06-29

申请号：US17891617

申请日：2022-08-19

Applicant: Beijing Baidu Netcom Science Technology Co., Ltd.

Inventor： Ji Liu ,  Zhihua Wu ,  Danlei Feng ,  Chendi Zhou ,  Minxu Zhang ,  Xinxuan Wu ,  Xuefeng Yao ,  Dejing Dou ,  Dianhai Yu ,  Yanjun Ma

IPC: G06N3/04 ,  G06F11/34

CPC classification number: G06N3/04 ,  G06F11/3409

Abstract: 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.