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.

Date of Patent:
Jun. 02, 2026

Filed:

Apr. 13, 2021
Applicant:

Red Hat, Inc., Raleigh, NC (US);

Inventors:

Alexander Matveev, Cambridge, MA (US);

Justin Kopinsky, Cambridge, MA (US);

Mark Kurtz, Medford, MA (US);

Dan Alistarh, Meyrin, CH;

Rati Gelashvili, Cambridge, MA (US);

Nir Shavit, Cambridge, MA (US);

Assignee:

Red Hat, Inc., Raleigh, NC (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2023.01); G06F 17/16 (2006.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G06N 3/04 (2013.01); G06F 17/16 (2013.01); G06N 3/08 (2013.01);
Abstract

A method and system may operate a neural network (NN), e.g. during inference or training, by executing a first tensor column comprising task instruction code representing at least one computation spanning a number of layers of the NN, the execution producing an output, and compressing that output. In order to execute a next tensor column, the output may be uncompressed to produce uncompressed output; and the second tensor column may be executed, the second tensor column including task instruction code representing at least one computation spanning a number of layers of the NN. The second tensor column may take as input the uncompressed output.


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