\section{Atrous\+Convolution$<$ Forward\+Convolution\+Rule, Backward\+Convolution\+Rule, Gradient\+Convolution\+Rule, Input\+Data\+Type, Output\+Data\+Type $>$ Class Template Reference}
\label{classmlpack_1_1ann_1_1AtrousConvolution}\index{Atrous\+Convolution$<$ Forward\+Convolution\+Rule, Backward\+Convolution\+Rule, Gradient\+Convolution\+Rule, Input\+Data\+Type, Output\+Data\+Type $>$@{Atrous\+Convolution$<$ Forward\+Convolution\+Rule, Backward\+Convolution\+Rule, Gradient\+Convolution\+Rule, Input\+Data\+Type, Output\+Data\+Type $>$}}


Implementation of the Atrous \doxyref{Convolution}{p.}{classmlpack_1_1ann_1_1Convolution} class.  


\subsection*{Public Member Functions}
\begin{DoxyCompactItemize}
\item 
\textbf{ Atrous\+Convolution} ()
\begin{DoxyCompactList}\small\item\em Create the \doxyref{Atrous\+Convolution}{p.}{classmlpack_1_1ann_1_1AtrousConvolution} object. \end{DoxyCompactList}\item 
\textbf{ Atrous\+Convolution} (const size\+\_\+t in\+Size, const size\+\_\+t out\+Size, const size\+\_\+t kernel\+Width, const size\+\_\+t kernel\+Height, const size\+\_\+t stride\+Width=1, const size\+\_\+t stride\+Height=1, const size\+\_\+t padW=0, const size\+\_\+t padH=0, const size\+\_\+t input\+Width=0, const size\+\_\+t input\+Height=0, const size\+\_\+t dilation\+Width=1, const size\+\_\+t dilation\+Height=1, const std\+::string \&padding\+Type=\char`\"{}None\char`\"{})
\begin{DoxyCompactList}\small\item\em Create the \doxyref{Atrous\+Convolution}{p.}{classmlpack_1_1ann_1_1AtrousConvolution} object using the specified number of input maps, output maps, filter size, stride, dilation and padding parameter. \end{DoxyCompactList}\item 
\textbf{ Atrous\+Convolution} (const size\+\_\+t in\+Size, const size\+\_\+t out\+Size, const size\+\_\+t kernel\+Width, const size\+\_\+t kernel\+Height, const size\+\_\+t stride\+Width, const size\+\_\+t stride\+Height, const std\+::tuple$<$ size\+\_\+t, size\+\_\+t $>$ \&padW, const std\+::tuple$<$ size\+\_\+t, size\+\_\+t $>$ \&padH, const size\+\_\+t input\+Width=0, const size\+\_\+t input\+Height=0, const size\+\_\+t dilation\+Width=1, const size\+\_\+t dilation\+Height=1, const std\+::string \&padding\+Type=\char`\"{}None\char`\"{})
\begin{DoxyCompactList}\small\item\em Create the \doxyref{Atrous\+Convolution}{p.}{classmlpack_1_1ann_1_1AtrousConvolution} object using the specified number of input maps, output maps, filter size, stride, dilation and padding parameter. \end{DoxyCompactList}\item 
{\footnotesize template$<$typename eT $>$ }\\void \textbf{ Backward} (const arma\+::\+Mat$<$ eT $>$ \&, const arma\+::\+Mat$<$ eT $>$ \&gy, arma\+::\+Mat$<$ eT $>$ \&g)
\begin{DoxyCompactList}\small\item\em Ordinary feed backward pass of a neural network, calculating the function f(x) by propagating x backwards through f. \end{DoxyCompactList}\item 
arma\+::mat const  \& \textbf{ Bias} () const
\begin{DoxyCompactList}\small\item\em Get the bias of the layer. \end{DoxyCompactList}\item 
arma\+::mat \& \textbf{ Bias} ()
\begin{DoxyCompactList}\small\item\em Modify the bias of the layer. \end{DoxyCompactList}\item 
Output\+Data\+Type const  \& \textbf{ Delta} () const
\begin{DoxyCompactList}\small\item\em Get the delta. \end{DoxyCompactList}\item 
Output\+Data\+Type \& \textbf{ Delta} ()
\begin{DoxyCompactList}\small\item\em Modify the delta. \end{DoxyCompactList}\item 
size\+\_\+t \textbf{ Dilation\+Height} () const
\begin{DoxyCompactList}\small\item\em Get the dilation rate on the Y axis. \end{DoxyCompactList}\item 
size\+\_\+t \& \textbf{ Dilation\+Height} ()
\begin{DoxyCompactList}\small\item\em Modify the dilation rate on the Y axis. \end{DoxyCompactList}\item 
size\+\_\+t \textbf{ Dilation\+Width} () const
\begin{DoxyCompactList}\small\item\em Get the dilation rate on the X axis. \end{DoxyCompactList}\item 
size\+\_\+t \& \textbf{ Dilation\+Width} ()
\begin{DoxyCompactList}\small\item\em Modify the dilation rate on the X axis. \end{DoxyCompactList}\item 
{\footnotesize template$<$typename eT $>$ }\\void \textbf{ Forward} (const arma\+::\+Mat$<$ eT $>$ \&input, arma\+::\+Mat$<$ eT $>$ \&output)
\begin{DoxyCompactList}\small\item\em Ordinary feed forward pass of a neural network, evaluating the function f(x) by propagating the activity forward through f. \end{DoxyCompactList}\item 
{\footnotesize template$<$typename eT $>$ }\\void \textbf{ Gradient} (const arma\+::\+Mat$<$ eT $>$ \&, const arma\+::\+Mat$<$ eT $>$ \&error, arma\+::\+Mat$<$ eT $>$ \&gradient)
\item 
Output\+Data\+Type const  \& \textbf{ Gradient} () const
\begin{DoxyCompactList}\small\item\em Get the gradient. \end{DoxyCompactList}\item 
Output\+Data\+Type \& \textbf{ Gradient} ()
\begin{DoxyCompactList}\small\item\em Modify the gradient. \end{DoxyCompactList}\item 
size\+\_\+t \textbf{ Input\+Height} () const
\begin{DoxyCompactList}\small\item\em Get the input height. \end{DoxyCompactList}\item 
size\+\_\+t \& \textbf{ Input\+Height} ()
\begin{DoxyCompactList}\small\item\em Modify the input height. \end{DoxyCompactList}\item 
size\+\_\+t \textbf{ Input\+Size} () const
\begin{DoxyCompactList}\small\item\em Get the input size. \end{DoxyCompactList}\item 
size\+\_\+t \textbf{ Input\+Width} () const
\begin{DoxyCompactList}\small\item\em Get the input width. \end{DoxyCompactList}\item 
size\+\_\+t \& \textbf{ Input\+Width} ()
\begin{DoxyCompactList}\small\item\em Modify input the width. \end{DoxyCompactList}\item 
size\+\_\+t \textbf{ Kernel\+Height} () const
\begin{DoxyCompactList}\small\item\em Get the kernel height. \end{DoxyCompactList}\item 
size\+\_\+t \& \textbf{ Kernel\+Height} ()
\begin{DoxyCompactList}\small\item\em Modify the kernel height. \end{DoxyCompactList}\item 
size\+\_\+t \textbf{ Kernel\+Width} () const
\begin{DoxyCompactList}\small\item\em Get the kernel width. \end{DoxyCompactList}\item 
size\+\_\+t \& \textbf{ Kernel\+Width} ()
\begin{DoxyCompactList}\small\item\em Modify the kernel width. \end{DoxyCompactList}\item 
size\+\_\+t \textbf{ Output\+Height} () const
\begin{DoxyCompactList}\small\item\em Get the output height. \end{DoxyCompactList}\item 
size\+\_\+t \& \textbf{ Output\+Height} ()
\begin{DoxyCompactList}\small\item\em Modify the output height. \end{DoxyCompactList}\item 
Output\+Data\+Type const  \& \textbf{ Output\+Parameter} () const
\begin{DoxyCompactList}\small\item\em Get the output parameter. \end{DoxyCompactList}\item 
Output\+Data\+Type \& \textbf{ Output\+Parameter} ()
\begin{DoxyCompactList}\small\item\em Modify the output parameter. \end{DoxyCompactList}\item 
size\+\_\+t \textbf{ Output\+Size} () const
\begin{DoxyCompactList}\small\item\em Get the output size. \end{DoxyCompactList}\item 
size\+\_\+t \textbf{ Output\+Width} () const
\begin{DoxyCompactList}\small\item\em Get the output width. \end{DoxyCompactList}\item 
size\+\_\+t \& \textbf{ Output\+Width} ()
\begin{DoxyCompactList}\small\item\em Modify the output width. \end{DoxyCompactList}\item 
\textbf{ ann\+::\+Padding} const  \& \textbf{ Padding} () const
\begin{DoxyCompactList}\small\item\em Get the internal \doxyref{Padding}{p.}{classmlpack_1_1ann_1_1Padding} layer. \end{DoxyCompactList}\item 
\textbf{ ann\+::\+Padding} \& \textbf{ Padding} ()
\begin{DoxyCompactList}\small\item\em Modify the internal \doxyref{Padding}{p.}{classmlpack_1_1ann_1_1Padding} layer. \end{DoxyCompactList}\item 
Output\+Data\+Type const  \& \textbf{ Parameters} () const
\begin{DoxyCompactList}\small\item\em Get the parameters. \end{DoxyCompactList}\item 
Output\+Data\+Type \& \textbf{ Parameters} ()
\begin{DoxyCompactList}\small\item\em Modify the parameters. \end{DoxyCompactList}\item 
void \textbf{ Reset} ()
\item 
{\footnotesize template$<$typename Archive $>$ }\\void \textbf{ serialize} (Archive \&ar, const unsigned int)
\begin{DoxyCompactList}\small\item\em Serialize the layer. \end{DoxyCompactList}\item 
size\+\_\+t \textbf{ Stride\+Height} () const
\begin{DoxyCompactList}\small\item\em Get the stride height. \end{DoxyCompactList}\item 
size\+\_\+t \& \textbf{ Stride\+Height} ()
\begin{DoxyCompactList}\small\item\em Modify the stride height. \end{DoxyCompactList}\item 
size\+\_\+t \textbf{ Stride\+Width} () const
\begin{DoxyCompactList}\small\item\em Get the stride width. \end{DoxyCompactList}\item 
size\+\_\+t \& \textbf{ Stride\+Width} ()
\begin{DoxyCompactList}\small\item\em Modify the stride width. \end{DoxyCompactList}\item 
arma\+::cube const  \& \textbf{ Weight} () const
\begin{DoxyCompactList}\small\item\em Get the weight of the layer. \end{DoxyCompactList}\item 
arma\+::cube \& \textbf{ Weight} ()
\begin{DoxyCompactList}\small\item\em Modify the weight of the layer. \end{DoxyCompactList}\end{DoxyCompactItemize}


\subsection{Detailed Description}
\subsubsection*{template$<$typename Forward\+Convolution\+Rule = Naive\+Convolution$<$\+Valid\+Convolution$>$, typename Backward\+Convolution\+Rule = Naive\+Convolution$<$\+Full\+Convolution$>$, typename Gradient\+Convolution\+Rule = Naive\+Convolution$<$\+Valid\+Convolution$>$, typename Input\+Data\+Type = arma\+::mat, typename Output\+Data\+Type = arma\+::mat$>$\newline
class mlpack\+::ann\+::\+Atrous\+Convolution$<$ Forward\+Convolution\+Rule, Backward\+Convolution\+Rule, Gradient\+Convolution\+Rule, Input\+Data\+Type, Output\+Data\+Type $>$}

Implementation of the Atrous \doxyref{Convolution}{p.}{classmlpack_1_1ann_1_1Convolution} class. 

The Atrous \doxyref{Convolution}{p.}{classmlpack_1_1ann_1_1Convolution} class represents a single layer of a neural network. Atrous (or Dilated) Convolutions are just simple convolutions applied to input with the defined, spaces included between the kernel cells, in order to capture a larger field of reception, without having to increase dicrete kernel sizes.


\begin{DoxyTemplParams}{Template Parameters}
{\em Forward\+Convolution\+Rule} & Atrous \doxyref{Convolution}{p.}{classmlpack_1_1ann_1_1Convolution} to perform forward process. \\
\hline
{\em Backward\+Convolution\+Rule} & Atrous \doxyref{Convolution}{p.}{classmlpack_1_1ann_1_1Convolution} to perform backward process. \\
\hline
{\em Gradient\+Convolution\+Rule} & Atrous \doxyref{Convolution}{p.}{classmlpack_1_1ann_1_1Convolution} to calculate gradient. \\
\hline
{\em Input\+Data\+Type} & Type of the input data (arma\+::colvec, arma\+::mat, arma\+::sp\+\_\+mat or arma\+::cube). \\
\hline
{\em Output\+Data\+Type} & Type of the output data (arma\+::colvec, arma\+::mat, arma\+::sp\+\_\+mat or arma\+::cube). \\
\hline
\end{DoxyTemplParams}


Definition at line 52 of file atrous\+\_\+convolution.\+hpp.



\subsection{Constructor \& Destructor Documentation}
\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a9247f99daec1f7f369f496fecd2cc437}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Atrous\+Convolution@{Atrous\+Convolution}}
\index{Atrous\+Convolution@{Atrous\+Convolution}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Atrous\+Convolution()\hspace{0.1cm}{\footnotesize\ttfamily [1/3]}}
{\footnotesize\ttfamily \textbf{ Atrous\+Convolution} (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})}



Create the \doxyref{Atrous\+Convolution}{p.}{classmlpack_1_1ann_1_1AtrousConvolution} object. 

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_ad58290e3e8d698afe28d6c870fd46173}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Atrous\+Convolution@{Atrous\+Convolution}}
\index{Atrous\+Convolution@{Atrous\+Convolution}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Atrous\+Convolution()\hspace{0.1cm}{\footnotesize\ttfamily [2/3]}}
{\footnotesize\ttfamily \textbf{ Atrous\+Convolution} (\begin{DoxyParamCaption}\item[{const size\+\_\+t}]{in\+Size,  }\item[{const size\+\_\+t}]{out\+Size,  }\item[{const size\+\_\+t}]{kernel\+Width,  }\item[{const size\+\_\+t}]{kernel\+Height,  }\item[{const size\+\_\+t}]{stride\+Width = {\ttfamily 1},  }\item[{const size\+\_\+t}]{stride\+Height = {\ttfamily 1},  }\item[{const size\+\_\+t}]{padW = {\ttfamily 0},  }\item[{const size\+\_\+t}]{padH = {\ttfamily 0},  }\item[{const size\+\_\+t}]{input\+Width = {\ttfamily 0},  }\item[{const size\+\_\+t}]{input\+Height = {\ttfamily 0},  }\item[{const size\+\_\+t}]{dilation\+Width = {\ttfamily 1},  }\item[{const size\+\_\+t}]{dilation\+Height = {\ttfamily 1},  }\item[{const std\+::string \&}]{padding\+Type = {\ttfamily \char`\"{}None\char`\"{}} }\end{DoxyParamCaption})}



Create the \doxyref{Atrous\+Convolution}{p.}{classmlpack_1_1ann_1_1AtrousConvolution} object using the specified number of input maps, output maps, filter size, stride, dilation and padding parameter. 


\begin{DoxyParams}{Parameters}
{\em in\+Size} & The number of input maps. \\
\hline
{\em out\+Size} & The number of output maps. \\
\hline
{\em kernel\+Width} & Width of the filter/kernel. \\
\hline
{\em kernel\+Height} & Height of the filter/kernel. \\
\hline
{\em stride\+Width} & Stride of filter application in the x direction. \\
\hline
{\em stride\+Height} & Stride of filter application in the y direction. \\
\hline
{\em padW} & \doxyref{Padding}{p.}{classmlpack_1_1ann_1_1Padding} width of the input. \\
\hline
{\em padH} & \doxyref{Padding}{p.}{classmlpack_1_1ann_1_1Padding} height of the input. \\
\hline
{\em input\+Width} & The widht of the input data. \\
\hline
{\em input\+Height} & The height of the input data. \\
\hline
{\em dilation\+Width} & The space between the cells of filters in x direction. \\
\hline
{\em dilation\+Height} & The space between the cells of filters in y direction. \\
\hline
{\em padding\+Type} & The type of padding (Valid or Same). Defaults to None. \\
\hline
\end{DoxyParams}
\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a265e06161bf7b6bbdea46312164dbe3f}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Atrous\+Convolution@{Atrous\+Convolution}}
\index{Atrous\+Convolution@{Atrous\+Convolution}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Atrous\+Convolution()\hspace{0.1cm}{\footnotesize\ttfamily [3/3]}}
{\footnotesize\ttfamily \textbf{ Atrous\+Convolution} (\begin{DoxyParamCaption}\item[{const size\+\_\+t}]{in\+Size,  }\item[{const size\+\_\+t}]{out\+Size,  }\item[{const size\+\_\+t}]{kernel\+Width,  }\item[{const size\+\_\+t}]{kernel\+Height,  }\item[{const size\+\_\+t}]{stride\+Width,  }\item[{const size\+\_\+t}]{stride\+Height,  }\item[{const std\+::tuple$<$ size\+\_\+t, size\+\_\+t $>$ \&}]{padW,  }\item[{const std\+::tuple$<$ size\+\_\+t, size\+\_\+t $>$ \&}]{padH,  }\item[{const size\+\_\+t}]{input\+Width = {\ttfamily 0},  }\item[{const size\+\_\+t}]{input\+Height = {\ttfamily 0},  }\item[{const size\+\_\+t}]{dilation\+Width = {\ttfamily 1},  }\item[{const size\+\_\+t}]{dilation\+Height = {\ttfamily 1},  }\item[{const std\+::string \&}]{padding\+Type = {\ttfamily \char`\"{}None\char`\"{}} }\end{DoxyParamCaption})}



Create the \doxyref{Atrous\+Convolution}{p.}{classmlpack_1_1ann_1_1AtrousConvolution} object using the specified number of input maps, output maps, filter size, stride, dilation and padding parameter. 


\begin{DoxyParams}{Parameters}
{\em in\+Size} & The number of input maps. \\
\hline
{\em out\+Size} & The number of output maps. \\
\hline
{\em kernel\+Width} & Width of the filter/kernel. \\
\hline
{\em kernel\+Height} & Height of the filter/kernel. \\
\hline
{\em stride\+Width} & Stride of filter application in the x direction. \\
\hline
{\em stride\+Height} & Stride of filter application in the y direction. \\
\hline
{\em padW} & A two-\/value tuple indicating padding widths of the input. First value is padding at left side. Second value is padding on right side. \\
\hline
{\em padH} & A two-\/value tuple indicating padding heights of the input. First value is padding at top. Second value is padding on bottom. \\
\hline
{\em input\+Width} & The widht of the input data. \\
\hline
{\em input\+Height} & The height of the input data. \\
\hline
{\em dilation\+Width} & The space between the cells of filters in x direction. \\
\hline
{\em dilation\+Height} & The space between the cells of filters in y direction. \\
\hline
{\em padding\+Type} & The type of padding (Valid/\+Same/\+None). Defaults to None. \\
\hline
\end{DoxyParams}


\subsection{Member Function Documentation}
\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_ad9ad1a3bdb0f3fff5c839ed155e4bbf8}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Backward@{Backward}}
\index{Backward@{Backward}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Backward()}
{\footnotesize\ttfamily void Backward (\begin{DoxyParamCaption}\item[{const arma\+::\+Mat$<$ eT $>$ \&}]{,  }\item[{const arma\+::\+Mat$<$ eT $>$ \&}]{gy,  }\item[{arma\+::\+Mat$<$ eT $>$ \&}]{g }\end{DoxyParamCaption})}



Ordinary feed backward pass of a neural network, calculating the function f(x) by propagating x backwards through f. 

Using the results from the feed forward pass.


\begin{DoxyParams}{Parameters}
{\em $\ast$} & (input) The propagated input activation. \\
\hline
{\em gy} & The backpropagated error. \\
\hline
{\em g} & The calculated gradient. \\
\hline
\end{DoxyParams}
\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_ab94cce6a9d6baed0badd20f4a409e9af}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Bias@{Bias}}
\index{Bias@{Bias}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Bias()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}}
{\footnotesize\ttfamily arma\+::mat const\& Bias (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}}



Get the bias of the layer. 



Definition at line 180 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a398f0702633d5ba7afe6057d25f4b78c}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Bias@{Bias}}
\index{Bias@{Bias}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Bias()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}}
{\footnotesize\ttfamily arma\+::mat\& Bias (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}}



Modify the bias of the layer. 



Definition at line 182 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a797f7edb44dd081e5e2b3cc316eef6bd}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Delta@{Delta}}
\index{Delta@{Delta}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Delta()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}}
{\footnotesize\ttfamily Output\+Data\+Type const\& Delta (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}}



Get the delta. 



Definition at line 190 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_ad6601342d560219ce951d554e69e5e87}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Delta@{Delta}}
\index{Delta@{Delta}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Delta()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}}
{\footnotesize\ttfamily Output\+Data\+Type\& Delta (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}}



Modify the delta. 



Definition at line 192 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_aca8c1736974afbb0bff7819c52ee71b7}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Dilation\+Height@{Dilation\+Height}}
\index{Dilation\+Height@{Dilation\+Height}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Dilation\+Height()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}}
{\footnotesize\ttfamily size\+\_\+t Dilation\+Height (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}}



Get the dilation rate on the Y axis. 



Definition at line 251 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a8c63451a5edd94f96b256764b8ee4f6c}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Dilation\+Height@{Dilation\+Height}}
\index{Dilation\+Height@{Dilation\+Height}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Dilation\+Height()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}}
{\footnotesize\ttfamily size\+\_\+t\& Dilation\+Height (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}}



Modify the dilation rate on the Y axis. 



Definition at line 253 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_af802f92697b89e99cbaa6fbe07e58e1d}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Dilation\+Width@{Dilation\+Width}}
\index{Dilation\+Width@{Dilation\+Width}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Dilation\+Width()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}}
{\footnotesize\ttfamily size\+\_\+t Dilation\+Width (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}}



Get the dilation rate on the X axis. 



Definition at line 246 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a6ebd4fd07c11ed37871b41b1b5d574e7}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Dilation\+Width@{Dilation\+Width}}
\index{Dilation\+Width@{Dilation\+Width}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Dilation\+Width()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}}
{\footnotesize\ttfamily size\+\_\+t\& Dilation\+Width (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}}



Modify the dilation rate on the X axis. 



Definition at line 248 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a461f849bc638c15bec262dc9c3a58abe}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Forward@{Forward}}
\index{Forward@{Forward}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Forward()}
{\footnotesize\ttfamily void Forward (\begin{DoxyParamCaption}\item[{const arma\+::\+Mat$<$ eT $>$ \&}]{input,  }\item[{arma\+::\+Mat$<$ eT $>$ \&}]{output }\end{DoxyParamCaption})}



Ordinary feed forward pass of a neural network, evaluating the function f(x) by propagating the activity forward through f. 


\begin{DoxyParams}{Parameters}
{\em input} & Input data used for evaluating the specified function. \\
\hline
{\em output} & Resulting output activation. \\
\hline
\end{DoxyParams}
\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a9eb69a40c783e082307be5cb1ffab921}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Gradient@{Gradient}}
\index{Gradient@{Gradient}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Gradient()\hspace{0.1cm}{\footnotesize\ttfamily [1/3]}}
{\footnotesize\ttfamily void Gradient (\begin{DoxyParamCaption}\item[{const arma\+::\+Mat$<$ eT $>$ \&}]{,  }\item[{const arma\+::\+Mat$<$ eT $>$ \&}]{error,  }\item[{arma\+::\+Mat$<$ eT $>$ \&}]{gradient }\end{DoxyParamCaption})}

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a0f1f4e6d93472d83852731a96c8c3f59}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Gradient@{Gradient}}
\index{Gradient@{Gradient}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Gradient()\hspace{0.1cm}{\footnotesize\ttfamily [2/3]}}
{\footnotesize\ttfamily Output\+Data\+Type const\& Gradient (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}}



Get the gradient. 



Definition at line 195 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a19abce4739c3b0b658b612537e21956a}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Gradient@{Gradient}}
\index{Gradient@{Gradient}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Gradient()\hspace{0.1cm}{\footnotesize\ttfamily [3/3]}}
{\footnotesize\ttfamily Output\+Data\+Type\& Gradient (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}}



Modify the gradient. 



Definition at line 197 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_ac34354aab4ed6f9145908b19eade6a24}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Input\+Height@{Input\+Height}}
\index{Input\+Height@{Input\+Height}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Input\+Height()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}}
{\footnotesize\ttfamily size\+\_\+t Input\+Height (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}}



Get the input height. 



Definition at line 205 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_aefbba724eec397a928d5460bb209a360}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Input\+Height@{Input\+Height}}
\index{Input\+Height@{Input\+Height}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Input\+Height()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}}
{\footnotesize\ttfamily size\+\_\+t\& Input\+Height (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}}



Modify the input height. 



Definition at line 207 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a5a4c4984aa897a28d516e638e7ea5308}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Input\+Size@{Input\+Size}}
\index{Input\+Size@{Input\+Size}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Input\+Size()}
{\footnotesize\ttfamily size\+\_\+t Input\+Size (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}}



Get the input size. 



Definition at line 220 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a432efdff77411903044ae87ec3aec70f}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Input\+Width@{Input\+Width}}
\index{Input\+Width@{Input\+Width}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Input\+Width()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}}
{\footnotesize\ttfamily size\+\_\+t Input\+Width (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}}



Get the input width. 



Definition at line 200 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a238e9d308df611a9300a4ca6756fef4d}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Input\+Width@{Input\+Width}}
\index{Input\+Width@{Input\+Width}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Input\+Width()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}}
{\footnotesize\ttfamily size\+\_\+t\& Input\+Width (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}}



Modify input the width. 



Definition at line 202 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a6c15e2e3416651fac44621acbbdac9e9}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Kernel\+Height@{Kernel\+Height}}
\index{Kernel\+Height@{Kernel\+Height}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Kernel\+Height()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}}
{\footnotesize\ttfamily size\+\_\+t Kernel\+Height (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}}



Get the kernel height. 



Definition at line 231 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a46b2c28d89959067f549f9f45d2626c5}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Kernel\+Height@{Kernel\+Height}}
\index{Kernel\+Height@{Kernel\+Height}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Kernel\+Height()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}}
{\footnotesize\ttfamily size\+\_\+t\& Kernel\+Height (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}}



Modify the kernel height. 



Definition at line 233 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a656302bc9b300692aa71abe2a614c7b1}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Kernel\+Width@{Kernel\+Width}}
\index{Kernel\+Width@{Kernel\+Width}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Kernel\+Width()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}}
{\footnotesize\ttfamily size\+\_\+t Kernel\+Width (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}}



Get the kernel width. 



Definition at line 226 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a5fbae452ceda395f5566833e06ba3615}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Kernel\+Width@{Kernel\+Width}}
\index{Kernel\+Width@{Kernel\+Width}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Kernel\+Width()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}}
{\footnotesize\ttfamily size\+\_\+t\& Kernel\+Width (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}}



Modify the kernel width. 



Definition at line 228 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a96a6294ed9ca8d24be9bb5eb53db7f25}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Output\+Height@{Output\+Height}}
\index{Output\+Height@{Output\+Height}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Output\+Height()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}}
{\footnotesize\ttfamily size\+\_\+t Output\+Height (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}}



Get the output height. 



Definition at line 215 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_ac5112abf9f5e1face13ed965a8755b1d}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Output\+Height@{Output\+Height}}
\index{Output\+Height@{Output\+Height}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Output\+Height()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}}
{\footnotesize\ttfamily size\+\_\+t\& Output\+Height (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}}



Modify the output height. 



Definition at line 217 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a0ee21c2a36e5abad1e7a9d5dd00849f9}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Output\+Parameter@{Output\+Parameter}}
\index{Output\+Parameter@{Output\+Parameter}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Output\+Parameter()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}}
{\footnotesize\ttfamily Output\+Data\+Type const\& Output\+Parameter (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}}



Get the output parameter. 



Definition at line 185 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a21d5f745f02c709625a4ee0907f004a5}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Output\+Parameter@{Output\+Parameter}}
\index{Output\+Parameter@{Output\+Parameter}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Output\+Parameter()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}}
{\footnotesize\ttfamily Output\+Data\+Type\& Output\+Parameter (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}}



Modify the output parameter. 



Definition at line 187 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a99c1d948c984b9e76fb5e37e2145427a}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Output\+Size@{Output\+Size}}
\index{Output\+Size@{Output\+Size}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Output\+Size()}
{\footnotesize\ttfamily size\+\_\+t Output\+Size (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}}



Get the output size. 



Definition at line 223 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_aa2b647f9e029826314b4f572fe96878d}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Output\+Width@{Output\+Width}}
\index{Output\+Width@{Output\+Width}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Output\+Width()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}}
{\footnotesize\ttfamily size\+\_\+t Output\+Width (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}}



Get the output width. 



Definition at line 210 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a54579ec9924e2a4a5bc0a4fb822ce80c}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Output\+Width@{Output\+Width}}
\index{Output\+Width@{Output\+Width}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Output\+Width()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}}
{\footnotesize\ttfamily size\+\_\+t\& Output\+Width (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}}



Modify the output width. 



Definition at line 212 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_ac9ac2446b913f7fc44f85da148267524}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Padding@{Padding}}
\index{Padding@{Padding}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Padding()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}}
{\footnotesize\ttfamily \textbf{ ann\+::\+Padding} const\& \textbf{ Padding} (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}}



Get the internal \doxyref{Padding}{p.}{classmlpack_1_1ann_1_1Padding} layer. 



Definition at line 256 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a848e69dd44544c15a84ad82c7240dd23}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Padding@{Padding}}
\index{Padding@{Padding}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Padding()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}}
{\footnotesize\ttfamily \textbf{ ann\+::\+Padding}\& \textbf{ Padding} (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}}



Modify the internal \doxyref{Padding}{p.}{classmlpack_1_1ann_1_1Padding} layer. 



Definition at line 258 of file atrous\+\_\+convolution.\+hpp.



References Atrous\+Convolution$<$ Forward\+Convolution\+Rule, Backward\+Convolution\+Rule, Gradient\+Convolution\+Rule, Input\+Data\+Type, Output\+Data\+Type $>$\+::serialize().

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_aa530552c7ef915c952fbacc77b965c90}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Parameters@{Parameters}}
\index{Parameters@{Parameters}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Parameters()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}}
{\footnotesize\ttfamily Output\+Data\+Type const\& Parameters (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}}



Get the parameters. 



Definition at line 170 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a9c5c5900772a689d5a6b59778ec67120}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Parameters@{Parameters}}
\index{Parameters@{Parameters}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Parameters()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}}
{\footnotesize\ttfamily Output\+Data\+Type\& Parameters (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}}



Modify the parameters. 



Definition at line 172 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a372de693ad40b3f42839c8ec6ac845f4}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Reset@{Reset}}
\index{Reset@{Reset}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Reset()}
{\footnotesize\ttfamily void Reset (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})}

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_af0dd9205158ccf7bcfcd8ff81f79c927}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!serialize@{serialize}}
\index{serialize@{serialize}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{serialize()}
{\footnotesize\ttfamily void serialize (\begin{DoxyParamCaption}\item[{Archive \&}]{ar,  }\item[{const unsigned}]{int }\end{DoxyParamCaption})}



Serialize the layer. 



Referenced by Atrous\+Convolution$<$ Forward\+Convolution\+Rule, Backward\+Convolution\+Rule, Gradient\+Convolution\+Rule, Input\+Data\+Type, Output\+Data\+Type $>$\+::\+Padding().

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a1894b819a7ff82a5576fc8deb8ba7457}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Stride\+Height@{Stride\+Height}}
\index{Stride\+Height@{Stride\+Height}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Stride\+Height()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}}
{\footnotesize\ttfamily size\+\_\+t Stride\+Height (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}}



Get the stride height. 



Definition at line 241 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a0dd3de9c8a9060e927c575b57a021e8b}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Stride\+Height@{Stride\+Height}}
\index{Stride\+Height@{Stride\+Height}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Stride\+Height()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}}
{\footnotesize\ttfamily size\+\_\+t\& Stride\+Height (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}}



Modify the stride height. 



Definition at line 243 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_ad8fd9eb6de956c3e9d82242793fd2db1}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Stride\+Width@{Stride\+Width}}
\index{Stride\+Width@{Stride\+Width}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Stride\+Width()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}}
{\footnotesize\ttfamily size\+\_\+t Stride\+Width (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}}



Get the stride width. 



Definition at line 236 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_af40557db9372b513440e06a5e42cc599}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Stride\+Width@{Stride\+Width}}
\index{Stride\+Width@{Stride\+Width}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Stride\+Width()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}}
{\footnotesize\ttfamily size\+\_\+t\& Stride\+Width (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}}



Modify the stride width. 



Definition at line 238 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a18753fb91ac2d21cb52a432cfa0253e5}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Weight@{Weight}}
\index{Weight@{Weight}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Weight()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}}
{\footnotesize\ttfamily arma\+::cube const\& Weight (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}}



Get the weight of the layer. 



Definition at line 175 of file atrous\+\_\+convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a7efcee6fad13ea8a7a431168fe0ad55a}} 
\index{mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}!Weight@{Weight}}
\index{Weight@{Weight}!mlpack\+::ann\+::\+Atrous\+Convolution@{mlpack\+::ann\+::\+Atrous\+Convolution}}
\subsubsection{Weight()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}}
{\footnotesize\ttfamily arma\+::cube\& Weight (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}}



Modify the weight of the layer. 



Definition at line 177 of file atrous\+\_\+convolution.\+hpp.



The documentation for this class was generated from the following file\+:\begin{DoxyCompactItemize}
\item 
/var/www/mlpack.\+ratml.\+org/mlpack.\+org/\+\_\+src/mlpack-\/git/src/mlpack/methods/ann/layer/\textbf{ atrous\+\_\+convolution.\+hpp}\end{DoxyCompactItemize}
