公开(公告)号：US20240169213A1

公开(公告)日：2024-05-23

申请号：US18516565

申请日：2023-11-21

Applicant: HUAWEI TECHNOLOGIES CO., LTD.

Inventor： Alexey Aleksandrovich LETUNOVSKIY ,  Vladimir Sergeevich POLOVNIKOV ,  Vladimir Petrovich KORVIAKOV ,  Ivan Leonidovich MAZURENKO ,  Yepan XIONG

IPC: G06N3/0985 ,  G06N3/0464

CPC classification number: G06N3/0985 ,  G06N3/0464

Abstract: A method for searching for one or more neural network (NN) architectures is provided. The method determines a search space comprising a plurality of architectures including one or more blocks, wherein a block of the one or more blocks is formed by one or more NN layers. The determining is based on a measure including: an amount of matrix operations, and/or one of: i) an amount of layer input data and/or layer output data, and ii) an amount of vector operations. The method searches for the one or more NN architectures in the determined search space.