Optimizing machine learning models with a device farm
US11348036B1 · kind B1 · utility
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2References
19Claims
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Key dates
| Filing date | Feb 23, 2021 |
| Grant date | May 31, 2022 |
| Priority date | — |
| Expiry date | Feb 23, 2041 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N3/063
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A facility for optimizing machine learning models is described. The facility obtains a description of a machine learning model and a hardware target for the machine learning model. The facility obtains optimization result data from a repository of optimization result data. The facility optimizes the machine learning model for the hardware target based on the optimization result data.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.