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:
Aug. 12, 2025

Filed:

Jul. 31, 2018
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Pallab Datta, San Jose, CA (US);

Andrew S. Cassidy, San Jose, CA (US);

Myron D. Flickner, San Jose, CA (US);

Hartmut Penner, San Jose, CA (US);

Rathinakumar Appuswamy, San Jose, CA (US);

Jun Sawada, Austin, TX (US);

John V. Arthur, Mountain View, CA (US);

Dharmendra S. Modha, San Jose, CA (US);

Steven K. Esser, San Jose, CA (US);

Brian Taba, Cupertino, CA (US);

Jennifer Klamo, San Jose, CA (US);

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2023.01); G06F 9/30 (2018.01); G06F 9/48 (2006.01); G06N 3/063 (2023.01);
U.S. Cl.
CPC ...
G06N 3/04 (2013.01); G06F 9/30076 (2013.01); G06F 9/4881 (2013.01); G06N 3/063 (2013.01);
Abstract

Mapping of neural network layers to physical neural cores is provided. In various embodiments, a neural network description describing a plurality of neural network layers is read. Each of the plurality of neural network layers has an associated weight tensor, input tensor, and output tensor. A plurality of precedence relationships among the plurality of neural network layers is determined. The weight tensor, input tensor, and output tensor of each of the plurality of neural network layers are mapped onto an array of neural cores.


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