Deep learning testing
US11790239B2 · kind B2 · utility
3Cited by
3References
24Claims
0Family size
Assignee
Inventors
Key dates
| Filing date | Dec 29, 2018 |
| Grant date | Oct 17, 2023 |
| Priority date | — |
| Expiry date | Mar 11, 2042 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F18/217
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A specification of a property required to be upheld by a computerized machine learning system is obtained. A training data set corresponding to the property and inputs and outputs of the system is built. The system is trained on the training data set. Activity of the system is monitored before, during, and after the training. Based on the monitoring, performance of the system is evaluated to determine whether the system, once trained on the training data set, upholds the property.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.