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. 25, 2023
Filed:
Nov. 24, 2021
Applicant:
Apple Inc., Cupertino, CA (US);
Inventors:
Yichuan Tang, Sunnyvale, CA (US);
Nitish Srivastava, San Francisco, CA (US);
Ruslan Salakhutdinov, Pittsburgh, PA (US);
Assignee:
Apple Inc., Cupertino, CA (US);
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2006.01); G06N 3/088 (2023.01); G06N 3/04 (2023.01); G01S 17/89 (2020.01);
U.S. Cl.
CPC ...
G06N 3/088 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G01S 17/89 (2013.01);
Abstract
At a centralized model trainer, one or more neural network based models are trained using an input data set. At least a first set of parameters of a model is transmitted to a model deployment destination. Using a second input data set, one or more adaptive parameters for the model are determined at the model deployment destination. Using the adaptive parameters, one or more inferences are generated at the model deployment destination.