\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 \& \textbf{ Bias} () \begin{DoxyCompactList}\small\item\em Modify the bias weights of the layer. \end{DoxyCompactList}\item const Output\+Data\+Type \& \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 const Output\+Data\+Type \& \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 const 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 const size\+\_\+t \& \textbf{ Input\+Size} () const \begin{DoxyCompactList}\small\item\em Get the input size. \end{DoxyCompactList}\item const 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 const 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 const Output\+Data\+Type \& \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 const size\+\_\+t \& \textbf{ Output\+Size} () const \begin{DoxyCompactList}\small\item\em Get the output size. \end{DoxyCompactList}\item const 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 const \textbf{ ann\+::\+Padding} \& \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 const Output\+Data\+Type \& \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}\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 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_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()} {\footnotesize\ttfamily arma\+::mat\& Bias (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}} Modify the bias weights of the layer. Definition at line 251 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_a1590f28691f13bf27566777c35e2296c}} \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 const Output\+Data\+Type\& Delta (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}} Get the delta. Definition at line 180 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 182 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 241 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 243 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 236 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 238 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_adcd061ad51280bf3d4049967c2fbaa6b}} \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 const Output\+Data\+Type\& Gradient (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}} Get the gradient. Definition at line 185 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 187 of file atrous\+\_\+convolution.\+hpp. \mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a9f6413ec5db8643465ede7e1b39c494c}} \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 const size\+\_\+t\& Input\+Height (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}} Get the input height. Definition at line 195 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 197 of file atrous\+\_\+convolution.\+hpp. \mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a959c520b222ce4ece63d697d3fdf2fee}} \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 const size\+\_\+t\& Input\+Size (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}} Get the input size. Definition at line 210 of file atrous\+\_\+convolution.\+hpp. \mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a4b5abd6331b7781775913c415a68dd45}} \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 const size\+\_\+t\& Input\+Width (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}} Get the input width. Definition at line 190 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 192 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 221 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 223 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 216 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 218 of file atrous\+\_\+convolution.\+hpp. \mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a702893e87e3bc8f6906295439e8a88ac}} \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 const size\+\_\+t\& Output\+Height (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}} Get the output height. Definition at line 205 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 207 of file atrous\+\_\+convolution.\+hpp. \mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a0d51eabd0467ab5261d828a6cb0cd94e}} \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 const Output\+Data\+Type\& Output\+Parameter (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}} Get the output parameter. Definition at line 175 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 177 of file atrous\+\_\+convolution.\+hpp. \mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_ae742dd0d9a21161fff7ac6ffc9ab034a}} \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 const size\+\_\+t\& Output\+Size (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}} Get the output size. Definition at line 213 of file atrous\+\_\+convolution.\+hpp. \mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a7525313ce05eb1e342b2396e9ac42c3f}} \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 const size\+\_\+t\& Output\+Width (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}} Get the output width. Definition at line 200 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 202 of file atrous\+\_\+convolution.\+hpp. \mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a84d06028796546e87508123991a502bc}} \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 const \textbf{ ann\+::\+Padding}\& \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 246 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 248 of file atrous\+\_\+convolution.\+hpp. \mbox{\label{classmlpack_1_1ann_1_1AtrousConvolution_a47ac0ea7c6e71819dbf91d5d7ab38c6d}} \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 const Output\+Data\+Type\& 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 $>$\+::\+Bias(). \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 231 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 233 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 226 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 228 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-\/3.\+3.\+1/src/mlpack/methods/ann/layer/\textbf{ atrous\+\_\+convolution.\+hpp}\end{DoxyCompactItemize}