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Known limitations

  • currently any non-Python-built-in math operations are not counted (e.g. numpy)
  • not all Python built-in math operations are counted (e.g. hyperbolic functions)
  • flop weights should be taken with a grain of salt and should only provide relative ballpark estimates w.r.t. computational complexity. Production implementations in a compiled language could have vastly differing performance depending on cpu cache sizes, branch prediction misses, compiler optimizations using vector operations (AVX etc...), etc...

See also: