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:
Jan. 30, 2024

Filed:

Dec. 21, 2020
Applicant:

Qualcomm Incorporated, San Diego, CA (US);

Inventors:

Hee Jun Park, San Diego, CA (US);

Abhinav Goel, Lafayette, IN (US);

Assignee:

QUALCOMM Incorporated, San Diego, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
B60W 60/00 (2020.01); G06N 3/045 (2023.01); G06N 3/00 (2023.01); G06N 3/042 (2023.01); G06N 7/04 (2006.01);
U.S. Cl.
CPC ...
B60W 60/0015 (2020.02); B60W 60/0013 (2020.02); G06N 3/002 (2013.01); G06N 3/042 (2023.01); G06N 3/045 (2023.01); G06N 7/046 (2013.01);
Abstract

Embodiments include methods performed by a processor of a vehicle for allocating processing resources to concurrently-executing neural networks. The methods may include determining a priority of each of a plurality of neural networks executing on a vehicle processing system based on a contribution of each neural network to overall vehicle safety performance, and allocating computing resources to the plurality of neural networks based on the determined priority of each neural network. In some embodiments, the methods may dynamically adjust hyperparameters of one or more neural networks.


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