Cross-architecture performance prediction (XAPP) using CPU code to predict GPU performance

GPUs have become prevalent and more general purpose, but GPU programming remains challenging and time consuming for the majority of programmers. In addition, it is not always clear which codes will benefit from getting ported to GPU. Therefore, having a tool to estimate GPU performance for a piece o...

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Veröffentlicht in:	2015 48th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) S. 725 - 737
Hauptverfasser:	Ardalani, Newsha, Lestourgeon, Clint, Sankaralingam, Karthikeyan, Xiaojin Zhu
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	ACM 01.12.2015
Schlagworte:	Cross-platform Prediction GPU Graphics processing units Hardware Kernel Machine Learning Performance Modeling Prediction algorithms Predictive models Programming Time measurement
ISSN:	2379-3155
Online-Zugang:	Volltext
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