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Tanhshrink

class torch.nn.Tanhshrink(*args, **kwargs)[source][source]

Applies the element-wise Tanhshrink function.

Tanhshrink(x)=xtanh(x)\text{Tanhshrink}(x) = x - \tanh(x)
Shape:
  • Input: ()(*), where * means any number of dimensions.

  • Output: ()(*), same shape as the input.

../_images/Tanhshrink.png

Examples:

>>> m = nn.Tanhshrink()
>>> input = torch.randn(2)
>>> output = m(input)

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