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Benchmarking TMVA package against TensorFlow on event-by-event inference performance on multi-layered perceptrons for HEP

HEP has some very specific requirements about the usage of deep learning. Also, HEP is known for outrageous amounts of data produced in a single collision. For example, at LHC we are talking about petabyte per second scales, and with the introduction of HL-LHC, this numbers will grow significantly. Cu...

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Detalles Bibliográficos
Autor principal: Burlacu, Alexandru
Lenguaje:eng
Publicado: 2018
Materias:
Acceso en línea:http://cds.cern.ch/record/2641377