torch: nn_relu – R documentation

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nn_relu

ReLU module

Description

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

Tensors and Neural Networks with 'GPU' Acceleration

v0.3.0

MIT + file LICENSE

Authors

Daniel Falbel [aut, cre, cph], Javier Luraschi [aut], Dmitriy Selivanov [ctb], Athos Damiani [ctb], Christophe Regouby [ctb], Krzysztof Joachimiak [ctb], RStudio [cph]

Initial release