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torch.isinf#

torch.isinf(input)Tensor#

Tests if each element ofinput is infinite(positive or negative infinity) or not.

Note

Complex values are infinite when their real or imaginary part isinfinite.

Parameters

input (Tensor) – the input tensor.

Returns

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

Example:

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