Optimization of mapped functions sequences using fusions on GPU
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}
}
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.
December 19, 2011 by hgpu
Recent source codes
