The landscape of GPGPU performance modeling tools.

Souley Madougou,Ana Lucia Varbanescu,Cees de Laat,Rob van Nieuwpoort

Parallel Computing（2016）

引用 37|浏览33

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摘要

•Sketch and taxonomies of current performance modeling landscape for GPGPU.•A thorough description of 10 different approaches to GPU performance modeling.•Empirical evaluation of models’ performance using three kernels and four GPUs.•Discussion of the strengths and weaknesses of the studied model classes.

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关键词

GPGPU,Performance analysis,Performance modeling,State-of-the-art report,Empirical evaluation

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