公开(公告)号：US20220351019A1

公开(公告)日：2022-11-03

申请号：US17864521

申请日：2022-07-14

Applicant: Huawei Technologies Co., Ltd.

Inventor： Minqi Chen ,  Chuanyun Deng ,  Xiangyu Hu ,  Shaohua Tang

IPC: G06N3/04 ,  G06N3/08

Abstract: An adaptive search method includes: receiving a search condition set comprising target hardware platform information, network structure information of a source neural network, and one or more evaluation metrics; performing a training process on a to-be-trained super network based on a training dataset to obtain a trained super network, by extending a network structure of the source neural network; and performing a subnet search process on the trained super network based on the one or more evaluation metrics to obtain network structure information of a target neural network, which represents the target neural network and an evaluation result of the target neural network running on a target hardware platform is better than an evaluation result of the source neural network running on the target hardware platform.