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:
Mar. 31, 2020

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 A. Ottens, San Francisco, CA (US);

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

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

Vrushali H. Mundhe, Fremont, CA (US);

Srikrishna Sridhar, Seattle, WA (US);

Assignee:

APPLE INC., Cupertino, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 8/35 (2018.01); G06N 20/00 (2019.01); G06F 8/41 (2018.01); G06F 8/10 (2018.01); G06F 8/30 (2018.01); G06F 8/71 (2018.01); G06F 8/60 (2018.01); G06F 8/36 (2018.01);
U.S. Cl.
CPC ...
G06F 8/35 (2013.01); G06F 8/10 (2013.01); G06F 8/30 (2013.01); G06F 8/41 (2013.01); G06F 8/71 (2013.01); G06N 20/00 (2019.01); G06F 8/36 (2013.01); G06F 8/60 (2013.01);
Abstract

The subject technology provides for generating machine learning (ML) model code from a ML document file, the ML document file being in a first data format, the ML document file being converted to code in an object oriented programming language different than the first data format. The subject technology further provides for receiving additional code that calls a function provided by the ML model code. The subject technology compiles the ML model code and the additional code, the compiled ML model code including object code corresponding to the compiled ML model code and the compiled additional code including object code corresponding to the additional code. The subject technology generates a package including the compiled ML model code and the compiled additional code. Further, the subject technology sends the package to a runtime environment on a target device for execution.


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