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:
Jan. 14, 2025
Filed:
Nov. 09, 2020
Applicant:
Tencent America Llc, Palo Alto, CA (US);
Assignee:
TENCENT AMERICA LLC, Palo Alto, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/16 (2006.01); G06F 18/214 (2023.01); G06N 3/04 (2023.01); G06N 3/063 (2023.01);
U.S. Cl.
CPC ...
G06F 17/16 (2013.01); G06F 18/214 (2023.01); G06N 3/04 (2013.01); G06N 3/063 (2013.01);
Abstract
According to embodiments, a method of neural network optimized matrix-matrix multiplication (NNMM) is performed by at least one processor and includes determining a first matrix of input coefficients, and determining a second matrix of weight coefficients of a neural network that is trained so that the second matrix has a predetermined uniform pattern, the predetermined uniform pattern having at least two of the weight coefficients that have a same value. The method further includes performing multiplication of the determined first matrix and the determined second matrix to determine output coefficients.