19196

Framework for Parallel Kernels Auto-tuning

Filip Petrovič
Masaryk University, Faculty of Informatics
Masaryk University, 2018

@article{petrovivc2018framework,

   title={Framework for Parallel Kernels Auto-tuning},

   author={Petrovi{v{c}}, Bc Filip},

   year={2018}

}

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The result of this thesis is a framework for auto-tuning of parallel kernels which are written in either OpenCL or CUDA language. The framework includes advanced functionality such as support for composite kernels and online auto-tuning. The thesis describes API and internal structure of the framework and presents several examples of its utilization for kernel optimization.
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