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:
Jul. 15, 2025
Filed:
Oct. 19, 2020
Applicant:
Tencent America Llc, Palo Alto, CA (US);
Assignee:
TENCENT AMERICA LLC, Palo Alto, CA (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
H03M 7/30 (2006.01); G06F 18/214 (2023.01); G06N 3/04 (2023.01); G06N 3/063 (2023.01); G06N 3/084 (2023.01); G06V 10/771 (2022.01);
U.S. Cl.
CPC ...
H03M 7/3059 (2013.01); G06F 18/214 (2023.01); G06N 3/04 (2013.01); G06N 3/063 (2013.01); G06N 3/084 (2013.01); G06V 10/771 (2022.01); H03M 7/702 (2013.01);
Abstract
A method, computer program, and computer system is provided for compressing a neural network model. A multi-dimensional tensor corresponding to a set of weight coefficients associated with a neural network is reshaped. A subset of weight coefficients is identified from among the set of weight coefficients. A model of the neural network is compressed based on the identified subset of weight coefficients.