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:
Sep. 19, 2023

Filed:

Aug. 05, 2021
Applicant:

Intel Corporation, Santa Clara, CA (US);

Inventors:

Tomer Schwartz, Even Yehuda, IL;

Ehud Cohen, Kiryat Motskin, IL;

Uzi Sarel, Zichron-Yaakov, IL;

Amitai Armon, Tel-Aviv, IL;

Yaniv Fais, Tel-Aviv, IL;

Lev Faivishevsky, Kfar Saba, IL;

Amit Bleiweiss, Yad Binyamin, IL;

Yahav Shadmiy, Ramat Gan, IL;

Jacob Subag, Kiryat Haim, IL;

Assignee:

INTEL CORPORATION, Santa Clara, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/06 (2006.01); G06N 3/063 (2023.01); G06N 3/084 (2023.01); G06N 3/044 (2023.01); G06N 3/045 (2023.01);
U.S. Cl.
CPC ...
G06N 3/063 (2013.01); G06N 3/044 (2023.01); G06N 3/045 (2023.01); G06N 3/084 (2013.01);
Abstract

A mechanism is described for facilitating memory handling and data management in machine learning at autonomous machines. A method of embodiments, as described herein, includes detecting multiple tables associated with multiple neural networks at multiple autonomous machines, where each of the multiple tables include an index. The method may further include combining the multiple tables and multiple indexes associated with the multiple tables into a single table and a single index, respectively, where the single table is communicated to the multiple autonomous machines to allow simultaneous processing of one or more portions of the single table using one or more memory devices and one or more processors of one or more of the multiple autonomous machines.


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