deep_network/doc/latex/pooling_8hpp_source.tex

\hypertarget{pooling_8hpp_source}{}\doxysection{pooling.\+hpp}
\label{pooling_8hpp_source}\index{src/layers/pooling.hpp@{src/layers/pooling.hpp}}
\mbox{\hyperlink{pooling_8hpp}{Go to the documentation of this file.}}
\begin{DoxyCode}{0}
\DoxyCodeLine{1 \textcolor{preprocessor}{\#ifndef POOLING\_LAYER\_HPP}}
\DoxyCodeLine{2 \textcolor{preprocessor}{\#define POOLING\_LAYER\_HPP}}
\DoxyCodeLine{3 }
\DoxyCodeLine{4 \textcolor{preprocessor}{\#include "{}\mbox{\hyperlink{layer_8hpp}{layer.hpp}}"{}}}
\DoxyCodeLine{5 }
\DoxyCodeLine{6 \textcolor{keyword}{namespace }\mbox{\hyperlink{namespace_layer}{Layer}}\{}
\DoxyCodeLine{7 }
\DoxyCodeLine{8   \textcolor{keyword}{class }\mbox{\hyperlink{class_layer_1_1_pooling}{Pooling}}:\textcolor{keyword}{public} \mbox{\hyperlink{namespace_layer}{Layer}}\{}
\DoxyCodeLine{9   \textcolor{keyword}{public}:}
\DoxyCodeLine{10     \textcolor{keywordtype}{size\_t} \mbox{\hyperlink{class_layer_1_1_pooling_a39aaffa3c994629ae48acddd980debe0}{nf}};}
\DoxyCodeLine{11     \textcolor{keywordtype}{size\_t} \mbox{\hyperlink{class_layer_1_1_pooling_aa5039166bf8e18418f4173f778adc199}{ni}};}
\DoxyCodeLine{12     \textcolor{keywordtype}{size\_t} \mbox{\hyperlink{class_layer_1_1_pooling_a2d3205efd40debac2409d505fdcc7ecc}{nj}};}
\DoxyCodeLine{13     \textcolor{keywordtype}{size\_t} \mbox{\hyperlink{class_layer_1_1_pooling_a9fc1a9baf77fa32e25ccf74c088b45d5}{p}};}
\DoxyCodeLine{14     \textcolor{keywordtype}{size\_t} \mbox{\hyperlink{class_layer_1_1_pooling_ab0e8c8cc580e5fdc0f86437ee95b9d94}{q}};}
\DoxyCodeLine{15     \textcolor{keywordtype}{size\_t} \mbox{\hyperlink{class_layer_1_1_pooling_a1360199bea24a84eba49c82fa7c85afa}{mi}};}
\DoxyCodeLine{16     \textcolor{keywordtype}{size\_t} \mbox{\hyperlink{class_layer_1_1_pooling_a70a33709b8f2e3d623b2b7be016e0097}{mj}};}
\DoxyCodeLine{17   \textcolor{keyword}{public}:}
\DoxyCodeLine{18     \mbox{\hyperlink{class_layer_1_1_pooling_ae4782bcaa9306742b54d01d1f26c9837}{Pooling}}(\textcolor{keywordtype}{size\_t} \mbox{\hyperlink{class_layer_1_1_pooling_a39aaffa3c994629ae48acddd980debe0}{nf}},\textcolor{keywordtype}{size\_t} \mbox{\hyperlink{class_layer_1_1_pooling_aa5039166bf8e18418f4173f778adc199}{ni}},\textcolor{keywordtype}{size\_t} \mbox{\hyperlink{class_layer_1_1_pooling_a2d3205efd40debac2409d505fdcc7ecc}{nj}},\textcolor{keywordtype}{size\_t} \mbox{\hyperlink{class_layer_1_1_pooling_a9fc1a9baf77fa32e25ccf74c088b45d5}{p}},\textcolor{keywordtype}{size\_t} \mbox{\hyperlink{class_layer_1_1_pooling_ab0e8c8cc580e5fdc0f86437ee95b9d94}{q}});}
\DoxyCodeLine{19     \mbox{\hyperlink{class_layer_1_1_pooling_adf15e44fc1480e17420808c15aa44067}{\string~Pooling}}()\{\};}
\DoxyCodeLine{20     \mbox{\hyperlink{vector_8hpp_ab9855a300a7759f4c0f85067d44e4c38}{Vector}} \mbox{\hyperlink{class_layer_1_1_pooling_a91e5d2cfd897d0f196de969909c92afc}{feed\_forward}}(\mbox{\hyperlink{vector_8hpp_ab9855a300a7759f4c0f85067d44e4c38}{Vector}} \mbox{\hyperlink{class_layer_1_1_layer_af2ebcf019bc0e4b97f41fc9205706665}{x}}) \textcolor{keyword}{override};}
\DoxyCodeLine{21     \textcolor{keywordtype}{void} \mbox{\hyperlink{class_layer_1_1_pooling_a5c59ea7b198d3e42e334051f7a6e4645}{init\_nabla}}()\textcolor{keyword}{ override }\{\};}
\DoxyCodeLine{22     \mbox{\hyperlink{vector_8hpp_ab9855a300a7759f4c0f85067d44e4c38}{Vector}} \mbox{\hyperlink{class_layer_1_1_pooling_a3dc9bb1a69d3d7c2f627da9d2b737ac2}{back\_propagation}}(\mbox{\hyperlink{vector_8hpp_ab9855a300a7759f4c0f85067d44e4c38}{Vector}} e) \textcolor{keyword}{override};}
\DoxyCodeLine{23     \textcolor{keywordtype}{void} \mbox{\hyperlink{class_layer_1_1_pooling_ab04c4682d176b4bc760aee53c0ecc36a}{update}}(\mbox{\hyperlink{vector_8hpp_a4b04262b81aa7d31eb5d2f607e2a35de}{Real}})\textcolor{keyword}{ override }\{\};}
\DoxyCodeLine{24   \};}
\DoxyCodeLine{25 }
\DoxyCodeLine{26   \textcolor{keyword}{inline}}
\DoxyCodeLine{27   \mbox{\hyperlink{class_layer_1_1_pooling_ae4782bcaa9306742b54d01d1f26c9837}{Pooling::Pooling}}(\textcolor{keywordtype}{size\_t} nf\_,\textcolor{keywordtype}{size\_t} ni\_,\textcolor{keywordtype}{size\_t} nj\_,\textcolor{keywordtype}{size\_t} p\_,\textcolor{keywordtype}{size\_t} q\_):}
\DoxyCodeLine{28   \mbox{\hyperlink{namespace_layer}{Layer}}(nf\_*ni\_*nj\_,nf\_*((ni\_+p\_-\/1)/p\_)*((nj\_+q\_-\/1)/q\_))\{}
\DoxyCodeLine{29     \mbox{\hyperlink{class_layer_1_1_pooling_a39aaffa3c994629ae48acddd980debe0}{nf}}=nf\_;}
\DoxyCodeLine{30     \mbox{\hyperlink{class_layer_1_1_pooling_aa5039166bf8e18418f4173f778adc199}{ni}}=ni\_;}
\DoxyCodeLine{31     \mbox{\hyperlink{class_layer_1_1_pooling_a2d3205efd40debac2409d505fdcc7ecc}{nj}}=nj\_;}
\DoxyCodeLine{32     \mbox{\hyperlink{class_layer_1_1_pooling_a9fc1a9baf77fa32e25ccf74c088b45d5}{p}}=p\_;}
\DoxyCodeLine{33     \mbox{\hyperlink{class_layer_1_1_pooling_ab0e8c8cc580e5fdc0f86437ee95b9d94}{q}}=q\_;}
\DoxyCodeLine{34     \mbox{\hyperlink{class_layer_1_1_pooling_a1360199bea24a84eba49c82fa7c85afa}{mi}}=(\mbox{\hyperlink{class_layer_1_1_pooling_aa5039166bf8e18418f4173f778adc199}{ni}}+\mbox{\hyperlink{class_layer_1_1_pooling_a9fc1a9baf77fa32e25ccf74c088b45d5}{p}}-\/1)/\mbox{\hyperlink{class_layer_1_1_pooling_a9fc1a9baf77fa32e25ccf74c088b45d5}{p}};}
\DoxyCodeLine{35     \mbox{\hyperlink{class_layer_1_1_pooling_a70a33709b8f2e3d623b2b7be016e0097}{mj}}=(\mbox{\hyperlink{class_layer_1_1_pooling_a2d3205efd40debac2409d505fdcc7ecc}{nj}}+\mbox{\hyperlink{class_layer_1_1_pooling_ab0e8c8cc580e5fdc0f86437ee95b9d94}{q}}-\/1)/\mbox{\hyperlink{class_layer_1_1_pooling_a9fc1a9baf77fa32e25ccf74c088b45d5}{p}};}
\DoxyCodeLine{36   \}}
\DoxyCodeLine{37 }
\DoxyCodeLine{38 \}}
\DoxyCodeLine{39 }
\DoxyCodeLine{40 \textcolor{preprocessor}{\#endif}}

\end{DoxyCode}