Neural network training with acceleration
US12333625B2 · kind B2 · utility
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23References
20Claims
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Key dates
| Filing date | Feb 9, 2022 |
| Grant date | Jun 17, 2025 |
| Priority date | — |
| Expiry date | Jul 9, 2042 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F2212/454
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A system and method for training a neural network. In some embodiments, the system includes a computational storage device including a backing store. The computational storage device may be configured to: store, in the backing store, an embedding table for a neural network embedding operation; receive a first index vector including a first index and a second index; retrieve, from the backing store: a first row of the embedding table, corresponding to the first index, and a second row of the embedding table, corresponding to the second index; and calculate a first embedded vector based on the first row and the second row.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.