Tanhshrink

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

Applies the element-wise Tanhshrink function.

$$\text{Tanhshrink}(x) = x - \tanh(x)$$

Shape:

• Input: $(*)$, where $*$ means any number of dimensions.
• Output: $(*)$, same shape as the input.

Examples:

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

forward(input) [source]

Runs the forward pass.

Return type

Tensor