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:
Jul. 07, 2026
Filed:
Jul. 11, 2023
Oracle International Corporation, Redwood Shores, CA (US);
Vladislav Blinov, Melbourne, AU;
Vishal Vishnoi, Redwood City, CA (US);
Thanh Long Duong, Seabrook, AU;
Mark Edward Johnson, Sydney, AU;
Xin Xu, San Jose, CA (US);
Elias Luqman Jalaluddin, Seattle, WA (US);
Ying Xu, Albion, AU;
Ahmed Ataallah Ataallah Abobakr, Geelong, AU;
Umanga Bista, Melbourne, AU;
Thanh Tien Vu, Brisbane, AU;
Oracle International Corporation, Redwood Shores, CA (US);
Abstract
An augmentation and feature caching subsystem is described for training AI/ML models. In one particular aspect, a method is provided that includes receiving data comprising training examples, one or more augmentation configuration hyperparameters and one or more feature extraction configuration hyperparameters; generating a first key based on one of the training examples and the one or more augmentation configuration hyperparameters; searching a first key-value storage based on the first key; obtaining one or more augmentations based on the search of the first key-value storage; applying the obtained one or more augmentations to the training examples to result in augmented training examples; generating a second key based on one of the augmented training examples and the one or more feature extraction configuration hyperparameters; searching a second key-value storage based on the second key; obtaining one or more features based on the search of the second key-value storage.