Systems and methods implementing an intelligent optimization platform
US12141667B2 · kind B2 · utility
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15References
22Claims
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Key dates
| Filing date | Dec 23, 2021 |
| Grant date | Nov 12, 2024 |
| Priority date | — |
| Expiry date | Jun 13, 2042 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N99/00
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A disclosed example includes implementing a first worker instance and a second worker instance to operate in parallel; running a first tuning operation via the first worker instance to tune first hyperparameters; running a second tuning operation via the second worker instance using a Bayesian-based optimization to determine a hyperparameter configuration to evaluate next; evaluating the hyperparameter configuration for an external model using a surrogate model; and selecting the hyperparameter configuration for the external model.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.