nnf_hardsigmoid

Applies the element-wise function \(\mbox{Hardsigmoid}(x) = \frac{ReLU6(x + 3)}{6}\)

Provides functionality to define and train neural networks similar to
'PyTorch' by Paszke et al (2019) <arXiv:1912.01703> but written entirely in R
using the 'libtorch' library. Also supports low-level tensor operations and
'GPU' acceleration.

Daniel Falbel

torch

Tensors and Neural Networks with 'GPU' Acceleration

Javier Luraschi

Dmitriy Selivanov

Athos Damiani

Christophe Regouby

Krzysztof Joachimiak

Hamada S. Badr

 RStudio

nnf_hardsigmoid function

<dl><dt>input</dt>
<dd>(N,*) tensor, where * means, any number of additional
dimensions</dd>
<dt>inplace</dt>
<dd>NA If set to <code>True</code>, will do this operation in-place. Default: <code>False</code></dd></dl>

Arguments

Hardsigmoid — nnf_hardsigmoid

<dl>

<dt>input</dt>
<dd>(N,*) tensor, where * means, any number of additional
dimensions</dd>


<dt>inplace</dt>
<dd>NA If set to <code>True</code>, will do this operation in-place. Default: <code>False</code></dd>

</dl>

nnf_hardsigmoid: Hardsigmoid

Description

Usage

Arguments