\section{Convolution$<$ Forward\+Convolution\+Rule, Backward\+Convolution\+Rule, Gradient\+Convolution\+Rule, Input\+Data\+Type, Output\+Data\+Type $>$ Class Template Reference}
\label{classmlpack_1_1ann_1_1Convolution}\index{Convolution$<$ Forward\+Convolution\+Rule, Backward\+Convolution\+Rule, Gradient\+Convolution\+Rule, Input\+Data\+Type, Output\+Data\+Type $>$@{Convolution$<$ Forward\+Convolution\+Rule, Backward\+Convolution\+Rule, Gradient\+Convolution\+Rule, Input\+Data\+Type, Output\+Data\+Type $>$}}


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


\subsection*{Public Member Functions}
\begin{DoxyCompactItemize}
\item 
\textbf{ Convolution} ()
\begin{DoxyCompactList}\small\item\em Create the \doxyref{Convolution}{p.}{classmlpack_1_1ann_1_1Convolution} object. \end{DoxyCompactList}\item 
\textbf{ 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 std\+::string \&padding\+Type=\char`\"{}None\char`\"{})
\begin{DoxyCompactList}\small\item\em Create the \doxyref{Convolution}{p.}{classmlpack_1_1ann_1_1Convolution} object using the specified number of input maps, output maps, filter size, stride and padding parameter. \end{DoxyCompactList}\item 
\textbf{ 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 std\+::string \&padding\+Type=\char`\"{}None\char`\"{})
\begin{DoxyCompactList}\small\item\em Create the \doxyref{Convolution}{p.}{classmlpack_1_1ann_1_1Convolution} object using the specified number of input maps, output maps, filter size, stride 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 
{\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 Input\+Data\+Type \& \textbf{ Input\+Parameter} () const
\begin{DoxyCompactList}\small\item\em Get the input parameter. \end{DoxyCompactList}\item 
Input\+Data\+Type \& \textbf{ Input\+Parameter} ()
\begin{DoxyCompactList}\small\item\em Modify the input parameter. \end{DoxyCompactList}\item 
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 
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 
size\+\_\+t \textbf{ Pad\+H\+Bottom} () const
\begin{DoxyCompactList}\small\item\em Get the bottom padding height. \end{DoxyCompactList}\item 
size\+\_\+t \& \textbf{ Pad\+H\+Bottom} ()
\begin{DoxyCompactList}\small\item\em Modify the bottom padding height. \end{DoxyCompactList}\item 
size\+\_\+t \textbf{ Pad\+H\+Top} () const
\begin{DoxyCompactList}\small\item\em Get the top padding height. \end{DoxyCompactList}\item 
size\+\_\+t \& \textbf{ Pad\+H\+Top} ()
\begin{DoxyCompactList}\small\item\em Modify the top padding height. \end{DoxyCompactList}\item 
size\+\_\+t \textbf{ Pad\+W\+Left} () const
\begin{DoxyCompactList}\small\item\em Get the left padding width. \end{DoxyCompactList}\item 
size\+\_\+t \& \textbf{ Pad\+W\+Left} ()
\begin{DoxyCompactList}\small\item\em Modify the left padding width. \end{DoxyCompactList}\item 
size\+\_\+t \textbf{ Pad\+W\+Right} () const
\begin{DoxyCompactList}\small\item\em Get the right padding width. \end{DoxyCompactList}\item 
size\+\_\+t \& \textbf{ Pad\+W\+Right} ()
\begin{DoxyCompactList}\small\item\em Modify the right padding width. \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\+::\+Convolution$<$ Forward\+Convolution\+Rule, Backward\+Convolution\+Rule, Gradient\+Convolution\+Rule, Input\+Data\+Type, Output\+Data\+Type $>$}

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

The \doxyref{Convolution}{p.}{classmlpack_1_1ann_1_1Convolution} class represents a single layer of a neural network.


\begin{DoxyTemplParams}{Template Parameters}
{\em Forward\+Convolution\+Rule} & \doxyref{Convolution}{p.}{classmlpack_1_1ann_1_1Convolution} to perform forward process. \\
\hline
{\em Backward\+Convolution\+Rule} & \doxyref{Convolution}{p.}{classmlpack_1_1ann_1_1Convolution} to perform backward process. \\
\hline
{\em Gradient\+Convolution\+Rule} & \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 48 of file convolution.\+hpp.



\subsection{Constructor \& Destructor Documentation}
\mbox{\label{classmlpack_1_1ann_1_1Convolution_a69c44a99bce44870880eaf09730d4acc}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Convolution@{Convolution}}
\index{Convolution@{Convolution}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}}
\subsubsection{Convolution()\hspace{0.1cm}{\footnotesize\ttfamily [1/3]}}
{\footnotesize\ttfamily \textbf{ Convolution} (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})}



Create the \doxyref{Convolution}{p.}{classmlpack_1_1ann_1_1Convolution} object. 

\mbox{\label{classmlpack_1_1ann_1_1Convolution_a7050bf30b7d9e31bd038c6427236e3ca}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Convolution@{Convolution}}
\index{Convolution@{Convolution}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}}
\subsubsection{Convolution()\hspace{0.1cm}{\footnotesize\ttfamily [2/3]}}
{\footnotesize\ttfamily \textbf{ 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 std\+::string \&}]{padding\+Type = {\ttfamily \char`\"{}None\char`\"{}} }\end{DoxyParamCaption})}



Create the \doxyref{Convolution}{p.}{classmlpack_1_1ann_1_1Convolution} object using the specified number of input maps, output maps, filter size, stride 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 width of the input data. \\
\hline
{\em input\+Height} & The height of the input data. \\
\hline
{\em padding\+Type} & The type of padding (Valid or Same). Defaults to None. \\
\hline
\end{DoxyParams}
\mbox{\label{classmlpack_1_1ann_1_1Convolution_a83aba4b04132dd114cf8e15d31ac1600}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Convolution@{Convolution}}
\index{Convolution@{Convolution}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}}
\subsubsection{Convolution()\hspace{0.1cm}{\footnotesize\ttfamily [3/3]}}
{\footnotesize\ttfamily \textbf{ 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 std\+::string \&}]{padding\+Type = {\ttfamily \char`\"{}None\char`\"{}} }\end{DoxyParamCaption})}



Create the \doxyref{Convolution}{p.}{classmlpack_1_1ann_1_1Convolution} object using the specified number of input maps, output maps, filter size, stride 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 width of the input data. \\
\hline
{\em input\+Height} & The height of the input data. \\
\hline
{\em padding\+Type} & The type of padding (Valid or Same). Defaults to None. \\
\hline
\end{DoxyParams}


\subsection{Member Function Documentation}
\mbox{\label{classmlpack_1_1ann_1_1Convolution_ad9ad1a3bdb0f3fff5c839ed155e4bbf8}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Backward@{Backward}}
\index{Backward@{Backward}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+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_1Convolution_a398f0702633d5ba7afe6057d25f4b78c}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Bias@{Bias}}
\index{Bias@{Bias}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+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 247 of file convolution.\+hpp.



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

\mbox{\label{classmlpack_1_1ann_1_1Convolution_a1590f28691f13bf27566777c35e2296c}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Delta@{Delta}}
\index{Delta@{Delta}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+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 171 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_ad6601342d560219ce951d554e69e5e87}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Delta@{Delta}}
\index{Delta@{Delta}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+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 173 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_a461f849bc638c15bec262dc9c3a58abe}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Forward@{Forward}}
\index{Forward@{Forward}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+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_1Convolution_a9eb69a40c783e082307be5cb1ffab921}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Gradient@{Gradient}}
\index{Gradient@{Gradient}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+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_1Convolution_adcd061ad51280bf3d4049967c2fbaa6b}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Gradient@{Gradient}}
\index{Gradient@{Gradient}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+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 176 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_a19abce4739c3b0b658b612537e21956a}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Gradient@{Gradient}}
\index{Gradient@{Gradient}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+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 178 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_a9f6413ec5db8643465ede7e1b39c494c}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Input\+Height@{Input\+Height}}
\index{Input\+Height@{Input\+Height}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+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 186 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_aefbba724eec397a928d5460bb209a360}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Input\+Height@{Input\+Height}}
\index{Input\+Height@{Input\+Height}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+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 188 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_abb612abf8d392c8c6711c08a293db321}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Input\+Parameter@{Input\+Parameter}}
\index{Input\+Parameter@{Input\+Parameter}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}}
\subsubsection{Input\+Parameter()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}}
{\footnotesize\ttfamily const Input\+Data\+Type\& Input\+Parameter (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}}



Get the input parameter. 



Definition at line 161 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_a063c3b1053c7979a7dd2e7bbd2bf1f8a}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Input\+Parameter@{Input\+Parameter}}
\index{Input\+Parameter@{Input\+Parameter}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}}
\subsubsection{Input\+Parameter()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}}
{\footnotesize\ttfamily Input\+Data\+Type\& Input\+Parameter (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}}



Modify the input parameter. 



Definition at line 163 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_a5a4c4984aa897a28d516e638e7ea5308}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Input\+Size@{Input\+Size}}
\index{Input\+Size@{Input\+Size}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+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 201 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_a4b5abd6331b7781775913c415a68dd45}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Input\+Width@{Input\+Width}}
\index{Input\+Width@{Input\+Width}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+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 181 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_a238e9d308df611a9300a4ca6756fef4d}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Input\+Width@{Input\+Width}}
\index{Input\+Width@{Input\+Width}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+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 183 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_a6c15e2e3416651fac44621acbbdac9e9}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Kernel\+Height@{Kernel\+Height}}
\index{Kernel\+Height@{Kernel\+Height}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+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 212 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_a46b2c28d89959067f549f9f45d2626c5}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Kernel\+Height@{Kernel\+Height}}
\index{Kernel\+Height@{Kernel\+Height}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+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 214 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_a656302bc9b300692aa71abe2a614c7b1}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Kernel\+Width@{Kernel\+Width}}
\index{Kernel\+Width@{Kernel\+Width}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+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 207 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_a5fbae452ceda395f5566833e06ba3615}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Kernel\+Width@{Kernel\+Width}}
\index{Kernel\+Width@{Kernel\+Width}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+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 209 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_a702893e87e3bc8f6906295439e8a88ac}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Output\+Height@{Output\+Height}}
\index{Output\+Height@{Output\+Height}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+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 196 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_ac5112abf9f5e1face13ed965a8755b1d}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Output\+Height@{Output\+Height}}
\index{Output\+Height@{Output\+Height}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+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 198 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_a0d51eabd0467ab5261d828a6cb0cd94e}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Output\+Parameter@{Output\+Parameter}}
\index{Output\+Parameter@{Output\+Parameter}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+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 166 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_a21d5f745f02c709625a4ee0907f004a5}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Output\+Parameter@{Output\+Parameter}}
\index{Output\+Parameter@{Output\+Parameter}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+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 168 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_a99c1d948c984b9e76fb5e37e2145427a}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Output\+Size@{Output\+Size}}
\index{Output\+Size@{Output\+Size}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+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 204 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_a7525313ce05eb1e342b2396e9ac42c3f}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Output\+Width@{Output\+Width}}
\index{Output\+Width@{Output\+Width}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+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 191 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_a54579ec9924e2a4a5bc0a4fb822ce80c}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Output\+Width@{Output\+Width}}
\index{Output\+Width@{Output\+Width}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+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 193 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_a7772e9861fa1c1922b00428172315939}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Pad\+H\+Bottom@{Pad\+H\+Bottom}}
\index{Pad\+H\+Bottom@{Pad\+H\+Bottom}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}}
\subsubsection{Pad\+H\+Bottom()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}}
{\footnotesize\ttfamily size\+\_\+t Pad\+H\+Bottom (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}}



Get the bottom padding height. 



Definition at line 232 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_a49d01b2dacca58ba01d883045100b823}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Pad\+H\+Bottom@{Pad\+H\+Bottom}}
\index{Pad\+H\+Bottom@{Pad\+H\+Bottom}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}}
\subsubsection{Pad\+H\+Bottom()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}}
{\footnotesize\ttfamily size\+\_\+t\& Pad\+H\+Bottom (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}}



Modify the bottom padding height. 



Definition at line 234 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_ae6d766575008c2909e51d00b1ef619a1}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Pad\+H\+Top@{Pad\+H\+Top}}
\index{Pad\+H\+Top@{Pad\+H\+Top}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}}
\subsubsection{Pad\+H\+Top()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}}
{\footnotesize\ttfamily size\+\_\+t Pad\+H\+Top (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}}



Get the top padding height. 



Definition at line 227 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_a9ea976eb369189ecbe7be7e53e323d5e}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Pad\+H\+Top@{Pad\+H\+Top}}
\index{Pad\+H\+Top@{Pad\+H\+Top}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}}
\subsubsection{Pad\+H\+Top()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}}
{\footnotesize\ttfamily size\+\_\+t\& Pad\+H\+Top (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}}



Modify the top padding height. 



Definition at line 229 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_a353cb5238a6b33f0d740c3ab17da11b4}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Pad\+W\+Left@{Pad\+W\+Left}}
\index{Pad\+W\+Left@{Pad\+W\+Left}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}}
\subsubsection{Pad\+W\+Left()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}}
{\footnotesize\ttfamily size\+\_\+t Pad\+W\+Left (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}}



Get the left padding width. 



Definition at line 237 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_a10cf922741cd487e0904c933e6500760}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Pad\+W\+Left@{Pad\+W\+Left}}
\index{Pad\+W\+Left@{Pad\+W\+Left}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}}
\subsubsection{Pad\+W\+Left()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}}
{\footnotesize\ttfamily size\+\_\+t\& Pad\+W\+Left (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}}



Modify the left padding width. 



Definition at line 239 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_a7f164b19d31d8d4ec4988513c139bf55}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Pad\+W\+Right@{Pad\+W\+Right}}
\index{Pad\+W\+Right@{Pad\+W\+Right}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}}
\subsubsection{Pad\+W\+Right()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}}
{\footnotesize\ttfamily size\+\_\+t Pad\+W\+Right (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}}



Get the right padding width. 



Definition at line 242 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_a97efc672230a48247bd19a1bcd51624f}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Pad\+W\+Right@{Pad\+W\+Right}}
\index{Pad\+W\+Right@{Pad\+W\+Right}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}}
\subsubsection{Pad\+W\+Right()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}}
{\footnotesize\ttfamily size\+\_\+t\& Pad\+W\+Right (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}}



Modify the right padding width. 



Definition at line 244 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_a47ac0ea7c6e71819dbf91d5d7ab38c6d}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Parameters@{Parameters}}
\index{Parameters@{Parameters}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+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 156 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_a9c5c5900772a689d5a6b59778ec67120}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Parameters@{Parameters}}
\index{Parameters@{Parameters}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+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 158 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_a372de693ad40b3f42839c8ec6ac845f4}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Reset@{Reset}}
\index{Reset@{Reset}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}}
\subsubsection{Reset()}
{\footnotesize\ttfamily void Reset (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})}

\mbox{\label{classmlpack_1_1ann_1_1Convolution_af0dd9205158ccf7bcfcd8ff81f79c927}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!serialize@{serialize}}
\index{serialize@{serialize}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}}
\subsubsection{serialize()}
{\footnotesize\ttfamily void serialize (\begin{DoxyParamCaption}\item[{Archive \&}]{ar,  }\item[{const unsigned}]{int }\end{DoxyParamCaption})}



Serialize the layer. 



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

\mbox{\label{classmlpack_1_1ann_1_1Convolution_a1894b819a7ff82a5576fc8deb8ba7457}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Stride\+Height@{Stride\+Height}}
\index{Stride\+Height@{Stride\+Height}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+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 222 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_a0dd3de9c8a9060e927c575b57a021e8b}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Stride\+Height@{Stride\+Height}}
\index{Stride\+Height@{Stride\+Height}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+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 224 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_ad8fd9eb6de956c3e9d82242793fd2db1}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Stride\+Width@{Stride\+Width}}
\index{Stride\+Width@{Stride\+Width}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+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 217 of file convolution.\+hpp.

\mbox{\label{classmlpack_1_1ann_1_1Convolution_af40557db9372b513440e06a5e42cc599}} 
\index{mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+Convolution}!Stride\+Width@{Stride\+Width}}
\index{Stride\+Width@{Stride\+Width}!mlpack\+::ann\+::\+Convolution@{mlpack\+::ann\+::\+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 219 of file 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.\+2/src/mlpack/methods/ann/layer/\textbf{ convolution.\+hpp}\end{DoxyCompactItemize}
