公开(公告)号：US20250156708A1

公开(公告)日：2025-05-15

申请号：US18939492

申请日：2024-11-06

Applicant: MEDIATEK INC.

Inventor： Tzu-Yun Chien ,  Bo-Yu Kuo ,  Jui-Yang Hsu ,  Kai-Ling Huang ,  Sheng-Je Hung

IPC: G06N3/08

Abstract: A method for optimizing deep learning models includes: initializing a plurality of pools, each including a plurality of candidate solutions; concurrently performing a plurality of tuning algorithms respectively within the plurality of pools during a single tuning run, thereby obtaining a plurality of selected candidate solutions; and generating an optimized model configuration based on the plurality of selected candidate solutions.