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.

Date of Patent:
Jul. 28, 2026

Filed:

Jun. 27, 2022
Applicant:

Amazon Technologies, Inc., Seattle, WA (US);

Inventors:

Ahmed Irfan, Cupertino, CA (US);

Homer Strong, Seattle, WA (US);

Soon Ho Kong, Cupertino, CA (US);

Atiye Alaeddini, Kirkland, WA (US);

Aleksandar Nevenov Chakarov, San Jose, CA (US);

Assignee:

Amazon Technologies, Inc., Seattle, WA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/048 (2023.01); G06N 3/044 (2023.01); G06N 3/086 (2023.01);
U.S. Cl.
CPC ...
G06N 3/086 (2013.01);
Abstract

A plurality of result pairs may be compared of at least part of an input region of neural network model input data. Each of the plurality of result pairs may include a first result provided by a first neural network model for a respective subregion of the input region and a second result provided by a second neural network model for the respective subregion. The second neural network model may be an update of the first neural network model. It may be determined that there exists a non-equivalent result pair within the plurality of result pairs, wherein the first result of the non-equivalent result pair provided by the first neural network model differs from the second result of the non-equivalent result pair provided by the second neural network model. The second neural network model may be retrained based at least in part on existence of the non-equivalent result pair.


Find Patent Forward Citations

Loading…