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:
Jun. 04, 2019

Filed:

Sep. 29, 2017
Applicant:

Apple Inc., Cupertino, CA (US);

Inventors:

Alexander B. Brown, Mountain View, CA (US);

Michael R. Siracusa, Mountain View, CA (US);

Gaurav Kapoor, Santa Clara, CA (US);

Elizabeth Ottens, San Francisco, CA (US);

Christopher M. Hanson, Campbell, CA (US);

Zachary A. Nation, Seattle, WA (US);

Vrushali Mundhe, Fremont, CA (US);

Srikrishna Sridhar, Seattle, WA (US);

Assignee:

APPLE INC., Cupertino, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 8/40 (2018.01); G06F 8/30 (2018.01); G06N 20/00 (2019.01); G06F 8/35 (2018.01); G06F 8/10 (2018.01); G06F 8/36 (2018.01); G06F 8/60 (2018.01); G06F 8/71 (2018.01);
U.S. Cl.
CPC ...
G06F 8/315 (2013.01); G06F 8/35 (2013.01); G06N 20/00 (2019.01); G06F 8/10 (2013.01); G06F 8/30 (2013.01); G06F 8/36 (2013.01); G06F 8/60 (2013.01); G06F 8/71 (2013.01);
Abstract

The subject technology provides for determining that a machine learning model in a first format includes sufficient data to conform to a particular model specification in a second format, the second format corresponding to an object oriented programming language. The subject technology transforms the machine learning model into a transformed machine learning model that is compatible with the particular model specification. The subject technology generates a code interface and code for the transformed machine learning model, the code interface including code statements in the object oriented programming language, the code statements corresponding to an object representing the transformed machine learning model. Further, the subject technology provides the generated code interface and the code for display in an integrated development environment (IDE), the IDE enabling modifying of the generated code interface and the code.


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