10970

Autotuning of Pattern Runtimes for Accelerated Parallel Systems

Enes Bajrovic, Siegfried Benkner, Jiri Dokulil, Martin Sandrieser
Research Group Scientific Computing, University of Vienna, Austria
PARCO, 2013
@article{bajrovic2013autotuning,

   title={Autotuning of Pattern Runtimes for Accelerated Parallel Systems.},

   author={Bajrovic, Enes and Benkner, Siegfried and Dokulil, Jiri and Sandrieser, Martin},

   year={2013}

}

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Parallel architectures with node-level accelerators promise significant performance improvements over conventional homogeneous systems. To cope with the increased complexity of programming such systems various pattern-based programming libraries have become available. In this paper we present our work on providing autotuning capabilities for two runtime libraries that provide parallel programming patterns on state-of-the-art heterogeneous hardware. We present a brief overview of these runtime libraries, outline possible integration with existing tuning frameworks and present initial experimental results.
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