arXiv Open Access 2020

VegasFlow: accelerating Monte Carlo simulation across platforms

Juan M. Cruz-Martinez Stefano Carrazza
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In this work we demonstrate the usage of the VegasFlow library on multidevice situations: multi-GPU in one single node and multi-node in a cluster. VegasFlow is a new software for fast evaluation of highly parallelizable integrals based on Monte Carlo integration. It is inspired by the Vegas algorithm, very often used as the driver of cross section integrations and based on Google's powerful TensorFlow library. In this proceedings we consider a typical multi-GPU configuration to benchmark how different batch sizes can increase (or decrease) the performance on a Leading Order example integration.

Topik & Kata Kunci

Penulis (2)

J

Juan M. Cruz-Martinez

S

Stefano Carrazza

Format Sitasi

Cruz-Martinez, J.M., Carrazza, S. (2020). VegasFlow: accelerating Monte Carlo simulation across platforms. https://arxiv.org/abs/2010.09341

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Informasi Jurnal
Tahun Terbit
2020
Bahasa
en
Sumber Database
arXiv
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Open Access ✓