13332

Performance and Power Comparisons Between Nvidia and ATI GPUs

Ying Zhang, Lu Peng, Bin Li, Jih-Kwon Peir, Jianmin Chen
Louisiana State University, Baton Rouge, Louisiana, USA
International Journal of Computer Science & Information Technology (IJCSIT) Vol 6, No 6, 2014

@article{zhang2014performance,

   title={Performance and Power Comparisons Between Nvidia and ATI GPUs},

   author={Zhang, Ying and Peng, Lu and Li, Bin and Peir, Jih-Kwon and Chen, Jianmin},

   year={2014}

}

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In recent years, modern graphics processing units have been widely adopted in high performance computing areas to solve large scale computation problems. The leading GPU manufacturers Nvidia and ATI have introduced series of products to the market. While sharing many similar design concepts, GPUs from these two manufacturers differ in several aspects on processor cores and the memory subsystem. In this paper, we choose two recently released products respectively from Nvidia and ATI and investigate the architectural differences between them. Our results indicate that these two products have diverse advantages that are reflected in their performance for different sets of applications. In addition, we also compare the energy efficiencies of these two platforms since power/energy consumption is a major concern in the high performance computing system.
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