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. 03, 2021

Filed:

Oct. 14, 2019
Applicant:

Apple Inc., Cupertino, CA (US);

Inventors:

Fabian P. Wanner, Sunnyvale, CA (US);

Cecile M. Foret, Palo Alto, CA (US);

Xiaozhong Yao, Cupertino, CA (US);

Sundararaman Hariharasubramanian, Santa Clara, CA (US);

Assignee:

Apple Inc., Cupertino, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 13/00 (2006.01); G06F 12/0875 (2016.01); G06N 3/04 (2006.01); G06N 3/063 (2006.01); G06F 12/126 (2016.01); G06N 3/08 (2006.01); G06F 12/084 (2016.01); G06F 12/0891 (2016.01);
U.S. Cl.
CPC ...
G06F 12/0875 (2013.01); G06F 12/084 (2013.01); G06F 12/0891 (2013.01); G06F 12/126 (2013.01); G06N 3/04 (2013.01); G06N 3/063 (2013.01); G06N 3/08 (2013.01); G06F 2212/452 (2013.01);
Abstract

The subject technology receives code corresponding to a neural network (NN) model, the code including particular operations that are performed by the NN model. The subject technology determines, among the particular operations, a set of operations that are to be allocated to a cache of the electronic device that is to execute the NN model. The subject technology generates a set of cache indicators corresponding to the determined set of operations. The subject technology compiles the code and the generated set of cache indicators to provide a compiled binary for the NN model to execute on a target device.


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