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:
Aug. 26, 2025
Filed:
Dec. 23, 2024
Sas Institute Inc., Cary, NC (US);
Xindian Long, Cary, NC (US);
Liping Cai, Cary, NC (US);
Xingqi Du, McKinney, TX (US);
Steven Eric Krueger, Raleigh, NC (US);
Joshua David Griffin, Harrisburg, NC (US);
Yan Xu, Cary, NC (US);
Scott Russell Pope, Cary, NC (US);
Lawrence Edmund Lewis, Durham, NC (US);
SAS INSTITUTE INC., Cary, NC (US);
Abstract
A system, method, and computer-program product includes computing, by a controller node, a hyperparameter search space for a plurality of hyperparameters; selecting, by the controller node, a plurality of hyperparameter search points from the hyperparameter search space; instructing, by the controller node, one or more worker nodes to concurrently train a plurality of machine learning models based on the plurality of hyperparameter search points; receiving, from the one or more worker nodes, a plurality of performance metrics that measure a performance of the plurality of machine learning models; determining, by the controller node, one or more sets of optimal hyperparameter values based on the plurality of performance metrics; and outputting, by the controller node, the one or more sets of optimal hyperparameter values.