Hyperheterogene Laufzeitoptimierung für Verarbeitungsschaltungen zur Ausführung von Inferenzmodellen

Details

Veröffentlichungs-Nr.

EP3955172

Aktenzeichen

EP21190639

Anmeldetag

10. August 2021

Veröffentlichung

16. Februar 2022

Rechtsraum

EP

IPC

G06N3/063G06N3/084

Abstract

The present invention provides an electronic device including a plurality of processing circuits is disclosed, wherein the apparatus includes a circuitry configured to perform the steps of: receiving a model an input data for execution; analyzing the model to obtain a graph partition size of the model; partitioning the model into a plurality of graphs based on the graph partition size, wherein each of the graphs comprises a portion of operations of the model; deploying the plurality of graphs to at least two of the processing circuits, respectively; and generating output data according to results of the at least two of the processing circuits executing the plurality of graphs.

Anmelder

Firma

MediaTek Inc.

Land

🇹🇼 Taiwan

Fachgebiete