Toward exploitation of cell multi-processor array in time-consuming applications by using CNN model
✍ Scribed by Zoltán Nagy; László Kék; Zoltán Kincses; András Kiss; Péter Szolgay
- Publisher
- John Wiley and Sons
- Year
- 2008
- Tongue
- English
- Weight
- 157 KB
- Volume
- 36
- Category
- Article
- ISSN
- 0098-9886
- DOI
- 10.1002/cta.508
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✦ Synopsis
Abstract
Array computers can be useful in the solution of numerical spatio‐temporal problems such as the state equation of the CNN or partial differential equations (PDE). IBM has recently introduced the cell broadband engine (cell BE) architecture, which contains eight identical vector processors in an array structure. In this paper the implementation of CNN simulation kernel on the cell BE is described. The simulation kernel is optimized according to the special requirements of the cell BE and can implement linear as well as nonlinear (piecewise linear) templates. In addition, the 2‐D Princeton ocean model is implemented on the cell BE. The area/speed/power tradeoffs of our solution and different hardware implementations are also compared. Copyright © 2008 John Wiley & Sons, Ltd.