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. 27, 2022
Filed:
Aug. 23, 2019
Applicant:
Element Ai Inc., Montreal, CA;
Inventor:
Philippe Beaudoin, Montreal, CA;
Assignee:
SERVICENOW (CANADA) INC., Montreal, CA;
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 3/08 (2006.01); G06F 17/16 (2006.01); G06F 9/50 (2006.01); G06F 11/34 (2006.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 9/5044 (2013.01); G06F 11/3495 (2013.01); G06F 17/16 (2013.01); G06N 3/082 (2013.01);
Abstract
Systems and methods relating to machine learning. A machine learning model is trained on a data processing system with the most amount of resources available to it. The resulting trained model is the basis for various stripped down versions that are suitable for execution on systems with less resources available. Specific system/version combinations are tested to determine which combination works best with specific systems and versions. To update installed trained models, a differential compression method can be used so that only an update difference needs to be uploaded to the system being updated.