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torch.isinf

torch.isinf()

Returns a new tensor with boolean elements representing if each element is +/-INF or not. Complex values are infinite when their real and/or imaginary part is infinite.

Arguments:

tensor (Tensor): A tensor to check

Returns:

Tensor: A torch.Tensor with dtype torch.bool containing a True at each location of +/-INF elements and False otherwise

Example:

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

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