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Detecting and fixing precision-specific operations for measuring floating-point errors

Ran Wang, Daming Zou, Xinrui He, Yingfei Xiong, Lu Zhang, Gang Huang

Abstract

The accuracy of the floating-point calculation is critical to many applications and different methods have been proposed around floating-point accuracies, such as detecting the errors in the program, verifying the accuracy of the program, and optimizing the program to produce more accurate results. These approaches need a specification of the program to understand the ideal calculation performed by the program, which is usually approached by interpreting the program in a precision-unspecific way.

BibTeX
@inproceedings{Wang-al:FSE16,
  author    = {Ran Wang and
               Daming Zou and
               Xinrui He and
               Yingfei Xiong and
               Lu Zhang and
               Gang Huang},
  title     = {Detecting and fixing precision-specific operations for measuring floating-point errors},
  booktitle = {FSE},
  pages     = {619--630},
  publisher = {{ACM}},
  year      = {2016},
}

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