公开(公告)号：US20220261659A1

公开(公告)日：2022-08-18

申请号：US17738685

申请日：2022-05-06

Applicant: Huawei Technologies Co., Ltd.

Inventor： Hang Xu ,  Zhenguo Li ,  Wei Zhang ,  Xiaodan Liang ,  Chenhan Jiang

IPC: G06N3/10 ,  G06N3/08 ,  G06N3/04

Abstract: This application provides a method and related apparatus for determining a neural network in the field of artificial intelligence. The method includes: obtaining a plurality of initial search spaces; determining M candidate neural networks based on the plurality of initial search spaces, where the candidate neural network includes a plurality of candidate subnetworks, the plurality of candidate subnetworks belong to the plurality of initial search spaces, and any two of the plurality of candidate subnetworks belong to different initial search spaces; evaluating the M candidate neural networks to obtain M evaluation results; and determining N candidate neural networks from the M candidate neural networks based on the M evaluation results, and determining N first target neural networks based on the N candidate neural networks. According to the method and the related apparatus provided in this application, a combined neural network with relatively high performance can be obtained.