GELU module — nn_gelu • torch

Applies the Gaussian Error Linear Units function: $GELU (x) = x * Φ (x)$

Usage

nn_gelu(approximate = "none")

Arguments

approximate: the gelu approximation algorithm to use: 'none' or 'tanh'. Default: 'none'.

Details

where $Φ (x)$ is the Cumulative Distribution Function for Gaussian Distribution.

Shape

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

Examples

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