High performance portable convulational neural network library on GP-GPUs
US9904976B2 · kind B2 · utility
1Cited by
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18Claims
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Key dates
| Filing date | Nov 19, 2015 |
| Grant date | Feb 27, 2018 |
| Priority date | — |
| Expiry date | May 27, 2036 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N3/063
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Systems and methods are disclosed for speeding up a computer having a graphics processing unit (GPU) and a general purpose processor (GP-GPU) by decoupling a convolution process for a first matrix into a row part and a column part; expanding the row part into a second matrix; performing matrix multiplication using the second matrix and a filter matrix; and performing reduction on an output matrix.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.