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:
Sep. 10, 2024
Filed:
Aug. 06, 2020
Oracle International Corporation, Redwood Shores, CA (US);
Suresh Kumar Golconda, Fremont, CA (US);
Vijayalakshmi Krishnamurthy, Sunnyvale, CA (US);
Someshwar Maroti Kale, Bangalore, IN;
Sujay Sarkhel, San Jose, CA (US);
Nickolas Kavantzas, Emerald Hills, CA (US);
Mohan U. Kamath, Fremont, CA (US);
Neelesh Kumar Shukla, Lucknow, IN;
Vidya Mani, Bangalore, IN;
Amit Vaid, Bengaluru, IN;
Oracle International Corporation, Redwood Shores, CA (US);
Abstract
Techniques for selecting universal hyper parameters for use in a set of machine learning models across multiple computing environments include detection of a triggering condition for tuning a set of universal hyper parameters. The set of universal hyper parameters dictate configuration of the set of machine learning models that are independently executing, respectively, in the multiple computing environments. Based on the detected triggering condition, a first subset of universal hyper parameters from the set of universal hyper parameters are altered to generate a second set of universal hyper parameters. The second set of universal hyper parameters are applied to the set of machine learning models across the multiple computing environments.