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:
Aug. 06, 2024

Filed:

Jul. 02, 2021
Applicant:

Qualcomm Incorporated, San Diego, CA (US);

Inventor:

Ren Li, San Diego, CA (US);

Assignee:

QUALCOMM Incorporated, San Diego, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06G 7/16 (2006.01); G06F 7/50 (2006.01); G06F 7/523 (2006.01); G06F 7/544 (2006.01); G06N 3/04 (2023.01); G06N 3/08 (2023.01); G11C 11/412 (2006.01);
U.S. Cl.
CPC ...
G06F 7/523 (2013.01); G06F 7/50 (2013.01); G06G 7/16 (2013.01); G06F 7/5443 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G11C 11/412 (2013.01);
Abstract

Certain aspects of the present disclosure provide a method, including: storing a depthwise convolution kernel in a first one or more columns of a CIM array; storing a fused convolution kernel in a second one or more columns of the CIM array; storing pre-activations in one or more input data buffers associated with a plurality of rows of the CIM array; processing the pre-activations with the depthwise convolution kernel in order to generate depthwise output; modifying one or more of the pre-activations based on the depthwise output to generate modified pre-activations; and processing the modified pre-activations with the fused convolution kernel to generate fused output.


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