ReLU module — nn_relu • torch

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

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
#>  0.1149
#>  1.0764
#> [ CPUFloatType{2} ]