Patent · US Active

Methods and devices for power management based on synthetic machine learning benchmarks

US11579680B2 · kind B2 · utility

1Cited by

0References

18Claims

0Family size

Assignee

Alibaba Group Holding Limited · KY

Inventors

Wei Wei · Mason, US
Lingjie XU · San Mateo, US
Lingling Jin · Sunnyvale, US
Wei Zhang

Key dates

Filing date	Feb 1, 2019
Grant date	Feb 14, 2023
Priority date	—
Expiry date	Dec 17, 2041

Classification

Technology area (CPC Y)Emerging Cross-Sectional Technologies
CPC primaryY02D10/00
WIPO fieldComputer technology
WIPO sectorElectrical engineering

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.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.