ISA enhancements for accelerated deep learning
US11321087B2 · kind B2 · utility
4Cited by
40References
42Claims
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Key dates
| Filing date | Aug 27, 2019 |
| Grant date | May 3, 2022 |
| Priority date | — |
| Expiry date | Aug 27, 2039 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N3/048
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Techniques in advanced deep learning provide improvements in one or more of accuracy, performance, and energy efficiency. An array of processing elements comprising a portion of a neural network accelerator performs flow-based computations on wavelets of data. Each processing element has a respective compute element and a respective routing element. Each compute element is enabled to execute instructions in accordance with an ISA. The ISA is enhanced in accordance with improvements with respect to deep learning acceleration.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.