A Comparison Exercise on Parallel Evaluation of Rosenbrock Function
| Autor: | Miguel Cárdenas-Montes, Juan José Rodríguez-Vázquez, Antonio Gómez-Iglesias, Miguel A. Vega-Rodríguez |
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| Rok vydání: | 2015 |
| Předmět: |
Soft computing
Statement (computer science) Theoretical computer science Computer engineering Computer science 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing 02 engineering and technology General-purpose computing on graphics processing units Rosenbrock function Porting |
| Zdroj: | GECCO (Companion) |
| DOI: | 10.1145/2739482.2764641 |
| Popis: | GPU computing has spread its capacity over most of the scientific computing areas. Soft computing is aware of the potential of this computing architecture. In order to achieve high performance, practitioners have to deal with the particularities associated with the porting of the problem to the specifications of the GPU card; and specially with an efficient management of the on-board and on-chip memories. In this work, diverse optimized data layouts are analysed when evaluating a large population of high-dimensional individuals for Rosenbrock function. As a consequence of this study, a statement about the most favourable data layout for this kind of evaluation is presented. |
| Databáze: | OpenAIRE |
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