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Floating-point arithmetic
(lemmy.ml)
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this post was submitted on 08 Feb 2024
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I guess you can always just add an
assert not data.isna().any()in strategic locationsThat could be a nice way. Sadly it was in a C++ code base (using tensorflow). Therefore no such nice things (would be slow too). I skill-issued myself thinking a struct would be 0 -initialized but
MyStruct input;would not whileMyStruct input {};will (that was the fix). Long story.I too have forgotten to memset my structs in c++ tensorflow after prototyping in python.
If you use the GNU libc the
feenableexceptfunction, which you can use to enable certain floating point exceptions, could be useful to catch unexpected/unwanted NaNsOof. C++ really is a harsh mistress.
Oof. This makes me appreciate the abstractions in Go. It's a small thing but initializing structs with zero values by default is nice.
If (var.nan){var = 0} my beloved.
It also depends on the context