nnf_max_unpool1d

Computes a partial inverse of <code>MaxPool1d</code>.

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_max_unpool1d function

<dl><dt>input</dt>
<dd>the input Tensor to invert</dd>
<dt>indices</dt>
<dd>the indices given out by max pool</dd>
<dt>kernel_size</dt>
<dd>Size of the max pooling window.</dd>
<dt>stride</dt>
<dd>Stride of the max pooling window. It is set to kernel_size by default.</dd>
<dt>padding</dt>
<dd>Padding that was added to the input</dd>
<dt>output_size</dt>
<dd>the targeted output size</dd></dl>

Arguments

Max_unpool1d — nnf_max_unpool1d

<dl>

<dt>input</dt>
<dd>the input Tensor to invert</dd>


<dt>indices</dt>
<dd>the indices given out by max pool</dd>


<dt>kernel_size</dt>
<dd>Size of the max pooling window.</dd>


<dt>stride</dt>
<dd>Stride of the max pooling window. It is set to kernel_size by default.</dd>


<dt>padding</dt>
<dd>Padding that was added to the input</dd>


<dt>output_size</dt>
<dd>the targeted output size</dd>

</dl>

nnf_max_unpool1d: Max_unpool1d

Description

Usage

Arguments