this post was submitted on 08 Feb 2024
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[–] flying_sheep@lemmy.ml 15 points 9 months ago (2 children)

I guess you can always just add an assert not data.isna().any() in strategic locations

[–] Kajika@lemmy.ml 23 points 9 months ago (3 children)

That 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 while MyStruct input {}; will (that was the fix). Long story.

[–] fkn@lemmy.world 10 points 9 months ago

I too have forgotten to memset my structs in c++ tensorflow after prototyping in python.

[–] TheFadingOne@feddit.de 4 points 9 months ago* (last edited 9 months ago)

If you use the GNU libc the feenableexcept function, which you can use to enable certain floating point exceptions, could be useful to catch unexpected/unwanted NaNs

[–] flying_sheep@lemmy.ml 2 points 9 months ago

Oof. C++ really is a harsh mistress.

[–] Omega_Haxors@lemmy.ml 2 points 9 months ago* (last edited 9 months ago)

If (var.nan){var = 0} my beloved.