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GPUs for statistical data analysis in HEP: a performance study of GooFit on GPUs vs. RooFit on CPUs
In order to test the computing capabilities of GPUs with respect to traditional CPU cores a high-statistics toy Monte Carlo technique has been implemented both in ROOT/RooFit and GooFit frameworks with the purpose to estimate the statistical significance of the structure observed by CMS close to the...
Autores principales: | , |
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Lenguaje: | eng |
Publicado: |
2016
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Materias: | |
Acceso en línea: | https://dx.doi.org/10.1088/1742-6596/762/1/012044 http://cds.cern.ch/record/2277802 |