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dc.contributor | Universitat Politècnica de Catalunya. Departament d'Arquitectura de Computadors |
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dc.contributor | Universitat Politècnica de Catalunya. CAP - Grup de Computació d'Altes Prestacions |
dc.contributor | Universitat Politècnica de Catalunya. VIRTUOS - Virtualisation and Operating Systems |
dc.contributor.author | Cruz, Leonel |
dc.contributor.author | Tous Liesa, Rubén |
dc.contributor.author | Otero Calviño, Beatriz |
dc.date | 2019-07-01 |
dc.identifier.citation | Cruz, L.; Tous, R.; Otero, B. Distributed training of deep neural networks with spark: The MareNostrum experience. "Pattern recognition letters", 1 Juliol 2019, vol. 125, p. 174-178. |
dc.identifier.citation | 0167-8655 |
dc.identifier.citation | 10.1016/j.patrec.2019.01.020 |
dc.identifier.uri | http://hdl.handle.net/2117/169362 |
dc.language.iso | eng |
dc.publisher | Elsevier |
dc.relation | https://www.sciencedirect.com/science/article/abs/pii/S0167865519300145 |
dc.relation | info:eu-repo/grantAgreement/AGAUR/V PRI/2014 SGR 1051 |
dc.relation | info:eu-repo/grantAgreement/ES/1PE/TIN2015-65316-P |
dc.rights | Attribution-NonCommercial-NoDerivs 3.0 Spain |
dc.rights | info:eu-repo/semantics/openAccess |
dc.rights | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
dc.subject | Àrees temàtiques de la UPC::Informàtica::Arquitectura de computadors::Arquitectures paral·leles |
dc.subject | Neural networks (Computer science) |
dc.subject | Computer networks -- Scalability |
dc.subject | Supercomputers |
dc.subject | Deep Learning |
dc.subject | Spark |
dc.subject | DL4J |
dc.subject | HPC |
dc.subject | Performance |
dc.subject | Scalability |
dc.subject | MareNostrum |
dc.subject | Xarxes neuronals (Informàtica) |
dc.subject | Ordinadors, Xarxes d' -- Escalabilitat |
dc.subject | Superordinadors |
dc.title | Distributed training of deep neural networks with spark: The MareNostrum experience |
dc.type | info:eu-repo/semantics/submittedVersion |
dc.type | info:eu-repo/semantics/article |
dc.description.abstract | |
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