Match any "pathological" elements in Tensor

1

Hi, I want to check whether my tensor has any pathological elements at all, like inf, NaN, etc. I don’t know what the exhaustive list is for all such pathologies. Please help!

In some packages there are super-classes that contain all pathologies, and you just check for instances of that.

Thanks

2

To check for valid values only, you could use torch.isfinite(tensor).
You could also check explicitly for NaNs or Infs via torch.isnan(tensor) and torch.isinf(tensor).