公开(公告)号：US20230064692A1

公开(公告)日：2023-03-02

申请号：US17846007

申请日：2022-06-22

Applicant: MediaTek Inc.

Inventor： Hao Yun Chen ,  Min-Hung Chen ,  Min-Fong Horng ,  Yu-Syuan Xu ,  Hsien-Kai Kuo ,  Yi-Min Tsai

IPC: G06N3/04 ,  G06N3/08 ,  G06N3/063 ,  G06N7/00

Abstract: According to a network space search method, an expanded search space is partitioned into multiple network spaces. Each network space includes a plurality of network architectures and is characterized by a first range of network depths and a second range of network widths. The performance of the network spaces is evaluated by sampling respective network architectures with respect to a multi-objective loss function. The evaluated performance is indicated as a probability associated with each network space. The method then identifies a subset of the network spaces that has the highest probabilities, and selects a target network space from the subset based on model complexity.