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:
Nov. 14, 2023

Filed:

Oct. 31, 2022
Applicant:

Intel Corporation, Santa Clara, CA (US);

Inventors:

Estelle Aflalo, Haifa, IL;

Amit Bleiweiss, Yad Binyamin, IL;

Mattias Marder, Haifa, IL;

Eliran Zimmerman, Maalot, IL;

Assignee:

Intel Corporation, Santa Clara, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06N 3/063 (2023.01); G06F 9/50 (2006.01); G06F 18/21 (2023.01);
U.S. Cl.
CPC ...
G06N 3/063 (2013.01); G06F 9/5011 (2013.01); G06F 9/5044 (2013.01); G06F 18/217 (2023.01); G06N 3/08 (2013.01);
Abstract

Methods, apparatus, systems and articles of manufacture are disclosed to map workloads. An example apparatus includes a constraint definer to define performance characteristic targets of the neural network, an action determiner to apply a first resource configuration to candidate resources corresponding to the neural network, a reward determiner to calculate a results metric based on (a) resource performance metrics and (b) the performance characteristic targets, and a layer map generator to generate a resource mapping file, the mapping file including respective resource assignments for respective corresponding layers of the neural network, the resource assignments selected based on the results metric.


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