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Data-Parallel Training of Generative Adversarial Networks on HPC Systems for HEP Simulations

In the field of High Energy Physics (HEP), simulating the interaction of particle detector materials is a compute-intensive task, that currently uses 50% of the computing resources globally available as part of the Worldwide LCH Computing Grid (WLCG). Since some level of approximation is acceptable,...

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Detalles Bibliográficos
Autores principales: Vallecorsa, Sofia, Moise, Diana, Carminati, Federico, Khattak, Gul Rukh
Lenguaje:eng
Publicado: 2018
Materias:
Acceso en línea:https://dx.doi.org/10.1109/hipc.2018.00026
http://cds.cern.ch/record/2838905