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:
Sep. 19, 2023

Filed:

Aug. 12, 2019
Applicant:

Advanced Micro Devices, Inc., Santa Clara, CA (US);

Inventors:

Sudhanva Gurumurthi, Austin, TX (US);

Abhinav Vishnu, Austin, TX (US);

Assignee:

Advanced Micro Devices, Inc., Santa Clara, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2023.01); G06T 7/90 (2017.01); G06N 20/20 (2019.01); G06N 3/082 (2023.01); G06N 3/045 (2023.01); G06V 10/56 (2022.01); G06V 10/82 (2022.01); G06V 10/70 (2022.01);
U.S. Cl.
CPC ...
G06N 3/082 (2013.01); G06N 3/045 (2023.01); G06N 20/20 (2019.01); G06T 7/90 (2017.01); G06V 10/56 (2022.01); G06V 10/82 (2022.01); G06V 10/87 (2022.01);
Abstract

A system comprising an electronic device that includes a processor is described. During operation, the processor acquires a full version of a neural network, the neural network including internal elements for processing instances of input image data having a set of color channels. The processor then generates, from the neural network, a set of sub-networks, each sub-network being a separate copy of the neural network with the internal elements for processing at least one of the color channels in instances of input image data removed, so that each sub-network is configured for processing a different set of one or more color channels in instances of input image data. The processor next provides the sub-networks for processing instances of input image data—and may itself use the sub-networks for processing instances of input image data.


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