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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 10996976 B1

PDFFull Text
Date of Patent:
May. 04, 2021

Filed:

Apr. 05, 2019

Systems and methods for scheduling neural networks by varying batch sizes

Applicant:

Alibaba Group Holding Limited, Grand Cayman, KY;

Inventors:

Shuai Che, San Mateo, CA (US);

Guoyang Chen, San Mateo, CA (US);

Yingmin Li, San Mateo, CA (US);

Assignee:

ALIBABA GROUP HOLDING LIMITED, George Town, KY;

Attorney:

Finnegan, Henderson, Farabow, Garrett & Dunner, LLP

Primary Examiner:

Tuan A Vu

Int. Cl.
CPC ...
G06F 9/46 (2006.01); G06F 9/48 (2006.01); G06N 3/04 (2006.01); G06K 9/62 (2006.01); G06F 16/9035 (2019.01); G06F 11/36 (2006.01); G06F 9/38 (2018.01);
U.S. Cl.
CPC ...
G06F 9/4843 (2013.01); G06F 9/38 (2013.01); G06F 11/3612 (2013.01); G06F 11/3616 (2013.01); G06F 16/9035 (2019.01); G06K 9/6215 (2013.01); G06N 3/04 (2013.01);
Abstract

The present disclosure relates to computer-implemented systems and methods for scheduling a neural network for execution. In one implementation, a system for scheduling a neural network for execution may include at least one memory storing instructions and at least one processor configured to execute the instructions to determine a profile for one or more applications co-scheduled with at least one neural network; determine a batch size for the at least one neural network based on the determined profile for the one or more applications; and scheduling the one or more applications and the at least one neural network based on the batch size.

Find Patent Forward Citations

Che, Shuai. (2021). Systems and methods for scheduling neural networks by varying batch sizes (U.S. Patent No. 10996976). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/10996976

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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