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Optimization of mapped functions sequences using fusions on GPU

Jan Fousek
Masarykova Univerzita, Fakulta Informatiky
Masarykova Univerzita, 2011

@article{fousek2011optimization,

   title={Optimization of mapped functions sequences using fusions on GPU},

   author={Fousek, B.J.},

   year={2011}

}

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When implementing a function mapping on the contemporary GPU, several contradictory performance factors have to be balanced. Previously a decomposition-fusion scheme was devised to guide such an implementation and this work is here further elaborated. To ease this process, an automatic source-to-source compiler is presented, while the main subject of this thesis are the core algorithms for generation, pruning and search in the state-space of possible implementations of the mapped function. The performance of the generated implementation is evaluated together with the overall complexity of the optimization process.
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