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. 16, 2024
Filed:
Oct. 21, 2022
Applicant:
Neuralmagic Inc., Somerville, MA (US);
Inventors:
Alexander Matveev, Cambridge, MA (US);
Nir Shavit, Cambridge, MA (US);
Govind Ramnarayan, Somerville, MA (US);
Tyler Michael Smith, Somerville, MA (US);
Sage Moore, Somerville, MA (US);
Assignee:
NEURALMAGIC, INC., Somerville, MA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2023.01); G06N 3/02 (2006.01); G06N 3/0495 (2023.01); G06N 20/00 (2019.01); G06N 20/10 (2019.01);
U.S. Cl.
CPC ...
G06N 3/04 (2013.01); G06N 3/0495 (2023.01); G06N 20/10 (2019.01); G06N 3/02 (2013.01); G06N 20/00 (2019.01);
Abstract
A system and method may partition and/or execute a NN, by, for a graph including nodes and hyper edges, each node representing a data item in the NN and each hyper edge representing an operation in the NN, identifying a deep tensor column comprising a subset of the nodes and a subset of the hyper edges, such that the operations in the deep tensor column, when executed, use only data which fits within a preselected cache.