BitValue Inference: Detecting and Exploiting Narrow Bitwidth Computations

 

In Proceedings of the 2000 Europar Conference

Mihai Budiu, Majd Sakr, Kevin Walker, and Seth Copen Goldstein

volume 1900, pages 969–979, Munich, Germany

August, 2000

Abstract


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@inproceedings{budiu-europar00,
  title = {{BitValue} Inference: Detecting and Exploiting Narrow
     Bitwidth Computations},
  author = {Budiu, Mihai and Sakr, Majd and Walker, Kevin and
     Goldstein, Seth Copen},
  booktitle = {Proceedings of the 2000 Europar Conference},
  year = {2000},
  volume = {1900},
  pages = {969--979},
  month = {August},
  issn = {0302-9743},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer Verlag},
  address = {Munich, Germany},
  url = {http://www.cs.cmu.edu/~seth/papers/budiu-europar00.pdf},
  also = {CMU CS Technical Report, CMU-CS-00-141, October 2000.},
  abstract = {We present a compiler algorithm called BitValue, which
     can discover both unused and constant bits in dusty-deck C
     programs. BitValue uses forward and backward dataflow analyses,
     generalizing constant-folding and dead-code detection at the
     bit-level. This algorithm enables compiler optimizations which
     target special processor architectures for computing on
     non-standard bitwidths. Using this algorithm we show that up to
     31\% of the computed bytes are thrown away (for programs from
     SpecINT95 and Mediabench). A compiler for reconfigurable hardware
     uses this algorithm to achieve substantial reductions (up to
     20-fold) in the size of the synthesized circuits.},
  keywords = {Spatial Computing,Reconfigurable
     Computing,Phoenix,PipeRench,CAD}
}

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