A Strategy for Automatic Performance Tuning of Stencil Computations on GPUs
We propose and evaluate a novel strategy for tuning the performance of a class of stencil computations on Graphics Processing Units. The strategy uses a machine learning model to predict the optimal way to load data from memory followed by a heuristic that divides other optimizations into groups and...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Hindawi Limited
2018-01-01
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| Series: | Scientific Programming |
| Online Access: | http://dx.doi.org/10.1155/2018/6093054 |