Systeme zum Trainieren eines Modells der Künstlichen Intelligenz und Prüfpunktdateispeicherverfahren

Details

Veröffentlichungs-Nr.

EP4711939

Anmeldetag

13. Dezember 2024

Veröffentlichung

18. März 2026

Rechtsraum

EP

Abstract

One or more embodiments of this specification provide a system for training an artificial intelligence model and a checkpoint file storage method. The system includes a model training module and a first cache module. The model training module is configured to: read a dataset needed for training from the first cache module, to execute a training task of an artificial intelligence model, where computation of the training task is performed by a GPU chip, and in a process of executing the training task, generate a checkpoint file and send the checkpoint file to the first cache module. The first cache module is configured to: identify a type of obtained to-be-stored data; and if the type of the to-be-stored data is a dataset, first write the to-be-stored data into a local buffer, and then store the to-be-stored data in a local hard disk from the local buffer; or if the type of the to-be-stored data is a checkpoint file, directly store the to-be-stored data in the local hard disk.

Anmelder

Firma

Alipay (Hangzhou) Information Technology Co., Ltd.

Land

🇨🇳 China