Analyzing the impact of floating-point precision adaptation in iterative programs

2021 IEEE 28th Symposium on Computer Arithmetic (ARITH)(2021)

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Abstract
The amount of floating-point computations in numerical programs is ever increasing. In order to improve their performance, the current trend is to carefully adapt the precision of some floating-point operations, to take advantage of new features of modern architectures. Such adaptation process requires tools to evaluate the impact of these transformations on the accuracy of the output. This articl...
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Key words
floating-point arithmetic,multiple-precision,precision adaptation,dynamic program analysis,LLVM
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