Chisel: reliability- and accuracy-aware optimization of approximate computational kernels

@inproceedings{Misailovic2014ChiselRA,
  title={Chisel: reliability- and accuracy-aware optimization of approximate computational kernels},
  author={Sasa Misailovic and Michael Carbin and Sara Achour and Zichao Qi and Martin C. Rinard},
  booktitle={OOPSLA},
  year={2014}
}
The accuracy of an approximate computation is the distance between the result that the computation produces and the corresponding fully accurate result. The reliability of the computation is the probability that it will produce an acceptably accurate result. Emerging approximate hardware platforms provide approximate operations that, in return for reduced energy consumption and/or increased performance, exhibit reduced reliability and/or accuracy. We present Chisel, a system for reliability… CONTINUE READING
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Chisel: Reliability- and accuracy-aware optimization of approximate computational kernels (appendix)

  • S. Misailovic, M. Carbin, S. Achour, Z Qi, M. Rinard
  • http://groups.csail.mit.edu/pac/chisel
  • 2014
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