OpenCL Performance Prediction using Architecture-Independent Features

OpenCL is an attractive model for heterogeneous high-performance computing systems, with wide support from hardware vendors and significant performance portability. To support efficient scheduling on HPC systems it is necessary to perform accurate performance predictions for OpenCL workloads on vari...

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Veröffentlicht in:	arXiv.org 2018-10
Hauptverfasser:	Johnston, Beau, Falzon, Greg, Milthorpe, Josh
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer architecture Computer memory Devices Kernels Mathematical models Methodology Performance prediction Scheduling Workload
Online-Zugang:	Volltext
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