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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.

Patent No.:

US 10942754 B1

PDFFull Text
Date of Patent:
Mar. 09, 2021

Filed:

Mar. 01, 2018

Method for development and execution of a machine learning model on a field device

Applicant:

Siemens Aktiengesellschaft, Munich, DE;

Inventors:

Christian Kern, Munich, DE;

Igor Kogan, Berlin, DE;

Josep Soler Garrido, Munich, DE;

Assignee:

Siemens Aktiengesellschaft, Munich, DE;

Attorney:

Lempia Summerfield Katz LLC

Primary Examiner:

Thuy Dao

Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 99/00 (2019.01); H04L 29/08 (2006.01); G06F 8/34 (2018.01); G06F 9/445 (2018.01); G06F 8/35 (2018.01); G06F 8/60 (2018.01);
U.S. Cl.
CPC ...
G06F 9/445 (2013.01); G06F 8/34 (2013.01); G06F 8/35 (2013.01); G06F 8/60 (2013.01); G06N 20/00 (2019.01);
Abstract

A method for deployment of a machine learning model (MLM) on a target field device is disclosed herein. The method includes automatically generating a set of source code files based on the machine learning model, wherein the set of source code files is configured to execute the machine learning model according to predetermined capabilities of the target field device; transforming the generated source code files into a model binary using a tool chain specific to the target field device; and deploying the model binary in a memory of the target field device.

Find Patent Forward Citations

Kern, Christian. (2021). Method for development and execution of a machine learning model on a field device (U.S. Patent No. 10942754). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/10942754

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