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:
Jun. 30, 2026
Filed:
Apr. 22, 2021
Applicant:
Red Hat, Inc., Raleigh, NC (US);
Inventors:
Alexander Matveev, Cambridge, MA (US);
Nir Shavit, Cambridge, MA (US);
Assignee:
Red Hat, Inc., Raleigh, NC (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/901 (2019.01); G06F 7/523 (2006.01); G06F 7/78 (2006.01); G06F 9/445 (2018.01); G06N 3/063 (2023.01);
U.S. Cl.
CPC ...
G06N 3/063 (2013.01); G06F 7/523 (2013.01); G06F 7/78 (2013.01); G06F 9/445 (2013.01);
Abstract
A system and method for performing multiplication for a neural network, e.g. for data of one or more layers in a neural network, may include loading a portion of a compressed version of a sparse input matrix into a cache memory; uncompressing a subset of the data in the portion of the compressed version of the sparse input matrix; and multiplying a sparse kernel matrix by the subset of the data using a set of instructions which are themselves created based on the sparse kernel matrix.