Automatic Loop Kernel Analysis and Performance Modeling With Kerncraft

@inproceedings{Hammer2015AutomaticLK,
  title={Automatic Loop Kernel Analysis and Performance Modeling With Kerncraft},
  author={Julian Hammer and Georg Hager and Jan Eitzinger and Gerhard Wellein},
  booktitle={PMBS@SC},
  year={2015}
}
Analytic performance models are essential for understanding the performance characteristics of loop kernels, which consume a major part of CPU cycles in computational science. Starting from a validated performance model one can infer the relevant hardware bottlenecks and promising optimization opportunities. Unfortunately, analytic performance modeling is often tedious even for experienced developers since it requires in-depth knowledge about the hardware and how it interacts with the software… CONTINUE READING
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