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:
Mar. 10, 2026
Filed:
Oct. 20, 2020
Applicant:
Nvidia Corporation, Santa Clara, CA (US);
Inventors:
Assignee:
NVIDIA Corporation, Santa Clara, CA (US);
Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06F 18/24 (2023.01); G06N 3/045 (2023.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 18/24 (2023.01); G06N 3/045 (2023.01);
Abstract
A system and method of automated optimization of a Neural Network (NN) model by at least one processor may include: receiving a pretrained NN model; constructing at least one master NN model, based on the pretrained NN model, each master NN model comprising a plurality of subnetworks; for each master NN model, constructing a router NN, adapted to direct one or more data instances of an input dataset to specific subnetworks of the master NN model; for each master NN model, calculating a utility score; and selecting a master NN model of the at least one constructed master NN models, based on the utility score.