A Roofline Model of Energy

@article{Choi2013ARM,
  title={A Roofline Model of Energy},
  author={JeeWhan Choi and Daniel Bedard and Robert J. Fowler and Richard W. Vuduc},
  journal={2013 IEEE 27th International Symposium on Parallel and Distributed Processing},
  year={2013},
  pages={661-672}
}
We describe an energy-based analogue of the time-based roofline model. We create this model from the perspective of algorithm designers and performance tuners, with the intent not of making exact predictions, but rather, developing highlevel analytic insights into the possible relationships among the time, energy, and power costs of an algorithm. The model expresses algorithms in terms of operations, concurrency, and memory traffic; and characterizes the machine based on a small number of… CONTINUE READING
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A roofline model of energy

  • J. W. Choi, R. Vuduc
  • Georgia Institute of Technology, School of…
  • 2012
2 Excerpts

Compute Visual Profiler

  • NVIDIA
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2 Excerpts

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