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torch.isnan#

torch.isnan(input)Tensor#

Returns a new tensor with boolean elements representing if each element ofinputis NaN or not. Complex values are considered NaN when either their realand/or imaginary part is NaN.

Parameters

input (Tensor) – the input tensor.

Returns

A boolean tensor that is True whereinput is NaN and False elsewhere

Example:

>>>torch.isnan(torch.tensor([1,float('nan'),2]))tensor([False, True, False])