ReLU module

Applies the rectified linear unit function element-wise $$\mbox{ReLU}(x) = (x)^+ = \max(0, x)$$

Usage

nn_relu(inplace = FALSE)

Arguments

inplace

can optionally do the operation in-place. Default: FALSE

Shape

• Input: \((N, *)\) where * means, any number of additional dimensions

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

Examples

if (torch_is_installed()) {
m <- nn_relu()
input <- torch_randn(2)
m(input)
}
#> torch_tensor
#>  0.2521
#>  0.0000
#> [ CPUFloatType{2} ]