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:
Feb. 14, 2023

Filed:

Feb. 01, 2019
Applicant:

Alibaba Group Holding Limited, George Town, KY;

Inventors:

Wei Wei, San Mateo, CA (US);

Lingjie Xu, San Mateo, CA (US);

Lingling Jin, San Mateo, CA (US);

Wei Zhang, San Mateo, CA (US);

Assignee:

Alibaba Group Holding Limited, Grand Cayman, KY;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 1/00 (2006.01); G06F 1/329 (2019.01); G06N 5/04 (2023.01); G06N 20/00 (2019.01); G06F 1/3206 (2019.01);
U.S. Cl.
CPC ...
G06F 1/329 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06F 1/3206 (2013.01);
Abstract

A method for power management based on synthetic machine learning benchmarks, including generating a record of synthetic machine learning benchmarks for synthetic machine learning models that are obtained by changing machine learning network topology parameters, receiving hardware information from a client device executing a machine learning program or preparing to execute a machine learning program, selecting a synthetic machine learning benchmark based on the correlation of the hardware information with the synthetic machine learning models, and determining work schedules based on the selected synthetic machine learning benchmark.


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