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:
Jan. 21, 2025

Filed:

Sep. 12, 2022
Applicant:

Memryx Incorporated, Ann Arbor, MI (US);

Inventors:

Mohammed Zidan, Ann Arbor, MI (US);

Jacob Botimer, Ann Arbor, MI (US);

Timothy Wesley, Ann Arbor, MI (US);

Chester Liu, Ann Arbor, MI (US);

Wei Lu, Ann Arbor, MI (US);

Assignee:

MemryX Incorporated, Ann Arbor, MI (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 3/06 (2006.01); G06F 9/46 (2006.01); G06F 12/02 (2006.01); G06F 12/06 (2006.01); G06N 3/045 (2023.01); G06N 3/063 (2023.01); G11C 11/54 (2006.01);
U.S. Cl.
CPC ...
G06F 12/0607 (2013.01); G06F 3/0611 (2013.01); G06F 3/0659 (2013.01); G06F 3/0673 (2013.01); G06F 9/46 (2013.01); G06F 12/0238 (2013.01); G06N 3/045 (2023.01); G06N 3/063 (2013.01); G11C 11/54 (2013.01);
Abstract

A memory processing unit (MPU) configuration method can include mapping operations of one or more neural network models to sets of cores in a plurality of processing regions. In addition, dataflow of the one or more neural network models can be mapped to the sets of cores in the plurality of processing regions. Furthermore, configuration information can be generated based on the mapping of the operations of the one or more neural network models to the set of cores in the plurality of processing regions and the mapping of dataflow of the one or more neural network models to the sets of cores in the plurality of processing regions. The method can be implemented by generating an initial graph from a neural network model. A mapping graph can then be generated from the final graph. One or more configuration files can then be generated from the mapping graph.


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