Quantized inputs for machine learning models
US12169774B2 · kind B2 · utility
1Cited by
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18Claims
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Key dates
| Filing date | Sep 22, 2020 |
| Grant date | Dec 17, 2024 |
| Priority date | — |
| Expiry date | Sep 18, 2043 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N3/063
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Methods and apparatus for pre-processing first data for use with a trained machine learning model. In some embodiments, the method may comprise accessing the first data, wherein the first data has a first precision; generating, based on at least a first portion of the first data, second data having a second precision lower than the first precision; and providing the second data as input to the trained machine learning model to generate model output.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.