公开(公告)号：US20250077839A1

公开(公告)日：2025-03-06

申请号：US18239764

申请日：2023-08-30

Applicant: MEDIATEK INC.

Inventor： Chia-Hsiang Liu ,  Cheng-Sheng Chan ,  Min-Fong Horng ,  Sheng-Je Hung ,  Hung-Jen Chen ,  Jui-Yang Hsu

IPC: G06N3/045 ,  G06N3/082

Abstract: A method for generating a dynamic neural network includes: utilizing a neural architecture search (NAS) method to obtain a searched result, wherein the searched result comprises a plurality of sub-networks; combining the plurality of sub-networks to generate a combined neural network; and fine-tuning the combined neural network to generate the dynamic neural network.

公开(公告)号：US20250077838A1

公开(公告)日：2025-03-06

申请号：US18239753

申请日：2023-08-29

Applicant: MEDIATEK INC.

Inventor： Chia-Hsiang Liu ,  Cheng-Sheng Chan ,  Min-Fong Horng ,  Jui-Yang Hsu ,  Sheng-Je Hung ,  Hung-Jen Chen

IPC: G06N3/045

Abstract: A system for dynamically adjusting neural network efficiency of a dynamic neural network running on a device includes a detector and a signal generator. The detector is arranged to detect a change of a status of the device, to generate a trigger signal. The signal generator is arranged to generate a control signal according to the trigger signal, to dynamically adjust the neural network efficiency of the dynamic neural network.