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:
Mar. 01, 2022

Filed:

Dec. 30, 2019
Applicant:

Qualcomm Incorporated, San Diego, CA (US);

Inventors:

Hitendra Gangani, San Diego, CA (US);

Balaji Calidas, San Diego, CA (US);

Jeremy Williams, San Juan Capistrano, CA (US);

Assignee:

QUALCOMM Incorporated, San Diego, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/44 (2018.01); G06F 9/54 (2006.01); G06F 9/48 (2006.01); G06N 20/00 (2019.01); G06K 9/62 (2022.01); G06T 15/00 (2011.01); G06F 9/38 (2018.01);
U.S. Cl.
CPC ...
G06F 9/544 (2013.01); G06F 9/3877 (2013.01); G06F 9/4881 (2013.01); G06K 9/6212 (2013.01); G06N 20/00 (2019.01); G06T 15/005 (2013.01);
Abstract

The present disclosure relates to methods and apparatus for machine learning processing. For example, disclosed techniques facilitate improving execution of machine learning primitives. Aspects of the present disclosure may store a command stream generated by an application in a buffer, the command stream including a plurality of machine learning primitives for execution by a graphics processor. Further, aspects of the present disclosure identify, after receiving a request from the application to finalize the buffer, two or more machine learning primitives of the buffer that may be replaced with a fused shader kernel. Additionally, aspects of the present disclosure may store the fused shader kernel in the buffer to generate a fused command buffer.


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