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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Bibliographic Details

Published in:	2015 48th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) pp. 725 - 737
Main Authors:	Ardalani, Newsha, Lestourgeon, Clint, Sankaralingam, Karthikeyan, Xiaojin Zhu
Format:	Conference Proceeding
Language:	English
Published:	ACM 01.12.2015
Subjects:	Cross-platform Prediction GPU Graphics processing units Hardware Kernel Machine Learning Performance Modeling Prediction algorithms Predictive models Programming Time measurement
ISSN:	2379-3155
Online Access:	Get full text
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