Dynamische Belastung Neuronaler Netzwerkinferenz bei Dram/on-Bus Sram/seriellem Flash zur Leistungsoptimierung

Details

Veröffentlichungs-Nr.

EP3933703

Aktenzeichen

EP21183203

Anmeldetag

1. Juli 2021

Veröffentlichung

23. Oktober 2024

Erteilung

23. Oktober 2024

Rechtsraum

EP

IPC

G06N3/063G06N3/045

Abstract

Aspects of the disclosure provide a method and an apparatus for executing a program, e.g., a neural network (NN) inference. For example, the apparatus can include an executor and a dynamic loading agent. The executor can be coupled to a second memory, and be configured to execute a portion of the NN inference loaded on the second memory from a first memory that stores the NN inference, and to generate a signal based on a progress of the execution of the NN inference. The dynamic loading agent can be coupled to the executor, the first memory and the second memory, and be configured to load a next portion of the NN inference stored in the first memory to the second memory and to manage power supplied to the first memory based on the signal from the executor and an inference executing scheme stored in the second memory.

Anmelder

Firma

MEDIATEK INC.

Land

🇹🇼 Taiwan

Fachgebiete