Verfahren zur Bestimmung einer Hardware-Architektur für ein Maschinenlernmodell

Details

Veröffentlichungs-Nr.

EP4718234

Anmeldetag

27. September 2024

Veröffentlichung

1. April 2026

Rechtsraum

EP

Abstract

The invention relates to a method (100) for determining an hardware architecture (3) for a machine learning model (50), comprising:- Providing (101) an initial hardware architecture (1), the initial hardware architecture (1) describing hardware components (2) and computing characteristics of said hardware components (2),- Providing (102) the machine learning model (50),- Converting (103) the machine learning model (50) to an intermediate representation, the intermediate representation depicting a topology and/or a temporal structure of the machine learning model (50) as a graph structure,- Analysing (104) the intermediate representation to determine a memory footprint of the machine learning model (50),- Determining (105) the hardware architecture (3) for the machine learning model (50) based on the initial hardware architecture (1) and a result of the analysing (104).Furthermore, the invention relates to a computer program, an apparatus, and a storage medium for this purpose.

Anmelder

Firma

Robert Bosch GmbH

Land

🇩🇪 Deutschland