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Sanitizers are a relatively recent trend in software engineering. They aim atautomatically finding bugs in programs, and they are now commonly available toprogrammers as part of compiler toolchains. For example, the LLVM projectincludes out-of-the-box sanitizers to detect thread safety (tsan), memory(asan,msan,lsan), or undefined behaviour (ubsan) bugs.  In this article, we present nsan, a new sanitizer for locating and debuggingfloating-point numerical issues, implemented inside the LLVM sanitizerframework. nsan puts emphasis on practicality. It aims at providing precise,and actionable feedback, in a timely manner.  nsan uses compile-time instrumentation to augment each floating-pointcomputation in the program with a higher-precision shadow which is checked forconsistency during program execution. This makes nsan between 1 and 4 orders ofmagnitude faster than existing approaches, which allows running it routinely aspart of unit tests, or detecting issues in large production applications.

NSan: A Floating-Point Numerical Sanitizer