Real-time visualization of machine learning models
US12198046B2 · kind B2 · utility
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8References
20Claims
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Key dates
| Filing date | Oct 16, 2020 |
| Grant date | Jan 14, 2025 |
| Priority date | — |
| Expiry date | Nov 16, 2043 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N3/09
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A visualization tool for machine learning models obtains metadata from a first training node at which a multi-layer machine learning model is being trained. The metadata includes a parameter of an internal layer of the model. The tool determines a plurality of metrics from the metadata, including respective loss function values corresponding to several training iterations of the model. The tool indicates the loss function values and the internal layer parameter values via a graphical interface.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.