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. 21, 2023

Filed:

Jan. 11, 2021
Applicant:

Samsung Electronics Co., Ltd., Suwon-si, KR;

Inventors:

Sushant Kondguli, San Jose, CA (US);

Arun Radhakrishnan, Austin, TX (US);

Zachary D. Neyland, Santa Clara, CA (US);

David C. Tannenbaum, Austin, TX (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 12/0897 (2016.01); G06T 1/60 (2006.01); G06F 12/0877 (2016.01); G06F 9/50 (2006.01); G06N 20/00 (2019.01); G06F 11/34 (2006.01); G06T 1/20 (2006.01); G06F 11/30 (2006.01);
U.S. Cl.
CPC ...
G06T 1/60 (2013.01); G06F 9/505 (2013.01); G06F 11/3024 (2013.01); G06F 11/3495 (2013.01); G06F 12/0877 (2013.01); G06F 12/0897 (2013.01); G06N 20/00 (2019.01); G06T 1/20 (2013.01); G06F 2212/1016 (2013.01); G06F 2212/608 (2013.01); G06F 2212/6042 (2013.01);
Abstract

A method of processing a workload in a graphics processing unit (GPU) may include detecting a work item of the workload in the GPU, determining a cache policy for the work item, and operating at least a portion of a cache memory hierarchy in the GPU for at least a portion of the work item based on the cache policy. The work item may be detected based on information received from an application and/or monitoring one or more performance counters by a driver and/or hardware detection logic. The method may further include monitoring one or more performance counters, wherein the cache policy for the work item may be determined and/or changed based on the one or more performance counters. The cache policy for the work item may be selected based on a runtime learning model.


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