The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Dec. 09, 2025
Filed:
Feb. 24, 2023
Applicant:
Shanghaitech University, Shanghai, CN;
Inventors:
Assignee:
ShanghaiTech University, Shanghai, CN;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/10 (2006.01); G06T 1/60 (2006.01);
U.S. Cl.
CPC ...
G06N 3/10 (2013.01); G06T 1/60 (2013.01);
Abstract
Deep neural network checkpoint optimization system and method based on non-volatile memory are provided, where the client module and the server module register corresponding network structures in non-volatile memory and create data indexes and data communication protocols based on remote direct memory access (RDMA) before the start of training deep neural networks, and during the neural network training process, provide zero-copy, asynchronous, end-to-end neural network data persistence, which allows users to perform fine-grained checkpointing to ensure fault tolerance and data persistence without affecting the training speed.