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.
Patent No.:
Date of Patent:
Sep. 08, 2026
Filed:
Oct. 19, 2022
Applicant:
Intel Corporation, Santa Clara, CA (US);
Inventors:
Jianguo Li, Beijing, CN;
Yurong Chen, Beijing, CN;
Assignee:
Intel Corporation, Santa Clara, CA (US);
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/30 (2018.01); G06N 3/063 (2023.01); G06N 3/084 (2023.01);
U.S. Cl.
CPC ...
G06F 9/30196 (2013.01); G06F 9/30032 (2013.01); G06F 9/30036 (2013.01); G06F 9/3016 (2013.01); G06N 3/063 (2013.01); G06N 3/084 (2013.01);
Abstract
One embodiment provides for a graphics processor comprising a cache memory and a graphics core coupled with the cache memory. The graphics core includes circuitry configured to generate an approximate weight matrix including a set of one-hot coded weights, perform a forward compute pass with mini batch samples to compute a loss function, perform a backward compute pass to compute a gradient update via stochastic gradient descent according to a loss update, and update the approximate weight matrix based on the gradient update to generate an updated weight matrix.