Influence of data amount, data type and implementation packages in GPU coding

Graphic Processing Units (GPUs) are becoming popular in computational physics. Seeing the increasing trend of using GPUs in the physics community, we provide a comparison of the two major packages Numba and CuPy for GPU coding in Python language. We have discussed the influence of the data amount an...

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Bibliographic Details
Main Authors: Peng Xu, Ming-Yan Sun, Yin-Jun Gao, Tai-Jiao Du, Jin-Ming Hu, Jun-Jie Zhang
Format: Article
Language:English
Published: Elsevier 2022-12-01
Series:Array
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2590005622000947