nn_softshrink function

Softshrink module

Applies the soft shrinkage function elementwise:

nn_softshrink(lambd = 0.5)

Arguments

• lambd: the $\lambda$ (must be no less than zero) value for the Softshrink formulation. Default: 0.5

Details

Shape

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

Examples

if (torch_is_installed()) {
m <- nn_softshrink()
input <- torch_randn(2)
output <- m(input)
}