Automatisierte Optimierung von Hardware-Ressourcen

Details

Veröffentlichungs-Nr.

EP3923208

Aktenzeichen

EP21177007

Anmeldetag

1. Juni 2021

Veröffentlichung

13. März 2024

Erteilung

13. März 2024

Rechtsraum

EP

IPC

G06N3/08G06F9/50// G06N3/04

Abstract

An automated hardware resource optimization system includes a computing platform having a hardware processor and a system memory storing a software code. The hardware processor is configured to execute the software code to identify computing hardware for hosting a neural network based application, determine, based on a first performance parameter of the computing hardware, a batch size for performing data processing using the neural network based application, and tune, using a data batch having the determined batch size, a second performance parameter of the computing hardware to enable substantially continuous loading of its hardware processor memory. The software code also optimizes, based on the determined batch size and the tuned second performance parameter, a process flow for performing the data processing, and generates a configuration file identifying the computing hardware, the neural network based application, the determined batch size, the tuned second performance parameter, and the optimized process flow.

Anmelder

Firma

Disney Enterprises, Inc.

Land

🇺🇸 USA

Fachgebiete