Merge operations for darts
US12141681B2 · kind B2 · utility
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Key dates
| Filing date | Dec 21, 2020 |
| Grant date | Nov 12, 2024 |
| Priority date | — |
| Expiry date | Jul 15, 2043 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N3/0985
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A one-shot neural architecture search method referred to as MergeNAS by merging different types of convolutions into a single operation. This mergence approach reduces the search cost to roughly half a GPU-day as well as alleviates the over-fitting problem caused by a traditional differentiable architecture search (DARTS) approach by reducing the number of redundant parameters.
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