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:
Apr. 07, 2026
Filed:
Jul. 28, 2022
Applicant:
Google Llc, Mountain View, CA (US);
Inventors:
Sheng Li, Cupertino, CA (US);
Norman Paul Jouppi, Palo Alto, CA (US);
Garrett Axel Andersen, Austin, TX (US);
Quoc V. Le, Sunnyvale, CA (US);
Liqun Cheng, Palo Alto, CA (US);
Parthasarathy Ranganathan, San Jose, CA (US);
Assignee:
Google LLC, Mountain View, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/045 (2023.01); G06N 3/063 (2023.01);
U.S. Cl.
CPC ...
G06N 3/045 (2023.01); G06N 3/063 (2013.01);
Abstract
Aspects of the disclosure are directed to jointly searching machine learning model architectures and hardware architectures in a combined space of models, hardware, and mapping strategies. A search strategy is utilized where all models, hardware, and mappings are evaluated together at once via weight sharing and a supernetwork. A multi-objective reward function is utilized with objectives for quality, performance, power, and area.