Convolutional neural network optimization mechanism
US11934934B2 · kind B2 · utility
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4References
20Claims
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Key dates
| Filing date | Apr 17, 2017 |
| Grant date | Mar 19, 2024 |
| Priority date | — |
| Expiry date | May 13, 2039 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N3/045
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
An apparatus to facilitate optimization of a convolutional neural network (CNN) is disclosed. The apparatus includes optimization logic to receive a CNN model having a list of instructions and including pruning logic to optimize the list of instructions by eliminating branches in the list of instructions that comprise a weight value of 0.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.