In this proceedings we demonstrate how to implement and construct the PineAPPL grids, designed for fast-interpolation of Monte Carlo simulation with electroweak and QCD corrections, using the VegasFlow framework for Monte Carlo simulation on hardware accelerators. We provide an example of synchronous and asynchronous filling operations of PineAPPL grids from Monte Carlo events generated by VegasFlow. We compare the performance of this procedure on multithreading CPU and GPU.
Constructing PineAPPL grids on hardware accelerators / S. Carrazza, C. Juan, C. Schwan. - (2020 Sep 24). ((Intervento presentato al convegno LHCP2020 tenutosi a Paris nel 2020.
Constructing PineAPPL grids on hardware accelerators
S. Carrazza;C. Juan;C. Schwan
2020
Abstract
In this proceedings we demonstrate how to implement and construct the PineAPPL grids, designed for fast-interpolation of Monte Carlo simulation with electroweak and QCD corrections, using the VegasFlow framework for Monte Carlo simulation on hardware accelerators. We provide an example of synchronous and asynchronous filling operations of PineAPPL grids from Monte Carlo events generated by VegasFlow. We compare the performance of this procedure on multithreading CPU and GPU.
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