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:
Apr. 18, 2017
Filed:
Jun. 18, 2015
Applicant:
International Business Machines Corporation, Armonk, NY (US);
Inventors:
Assignee:
INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 13/16 (2006.01); G06F 3/06 (2006.01); G06F 9/45 (2006.01); H03M 13/00 (2006.01); G06T 1/60 (2006.01); G06F 12/0875 (2016.01); G06F 12/0813 (2016.01); G06T 1/20 (2006.01);
U.S. Cl.
CPC ...
G06T 1/60 (2013.01); G06F 12/0813 (2013.01); G06F 12/0875 (2013.01); G06F 13/16 (2013.01); G06T 1/20 (2013.01); G06F 3/0601 (2013.01); G06F 8/443 (2013.01); G06F 2212/1024 (2013.01); G06F 2212/302 (2013.01); G06F 2212/454 (2013.01); G06F 2212/455 (2013.01); H03M 13/6566 (2013.01);
Abstract
Embodiments include method, systems and computer program products for performing memory-aware matrix factorization on a graphics processing unit. Aspects include determining one or more types of memory on the graphics processing unit and determining one or more characteristics of each of the one or more types of memory. Aspects also include assigning each of a plurality of memory accesses of a matrix factorization algorithm to one of the one or more types of memory based on the one or more characteristics and executing the matrix factorization algorithm on the graphics processing unit.