\hypertarget{lstm_8cpp}{}\doxysection{layers/lstm.cpp File Reference}
\label{lstm_8cpp}\index{layers/lstm.cpp@{layers/lstm.cpp}}


This is Long Short-\/\+Term Memory \mbox{\hyperlink{classLayer}{Layer}} Class of Neural Network.  


{\ttfamily \#include $<$layer\+\_\+context.\+h$>$}\newline
{\ttfamily \#include $<$lstm.\+h$>$}\newline
{\ttfamily \#include $<$nntr\+\_\+threads.\+h$>$}\newline
{\ttfamily \#include $<$nntrainer\+\_\+error.\+h$>$}\newline
{\ttfamily \#include $<$nntrainer\+\_\+log.\+h$>$}\newline
{\ttfamily \#include $<$node\+\_\+exporter.\+h$>$}\newline
Include dependency graph for lstm.\+cpp\+:
\nopagebreak
\begin{figure}[H]
\begin{center}
\leavevmode
\includegraphics[width=350pt]{lstm_8cpp__incl}
\end{center}
\end{figure}
\doxysubsection*{Namespaces}
\begin{DoxyCompactItemize}
\item 
 \mbox{\hyperlink{namespacenntrainer}{nntrainer}}
\end{DoxyCompactItemize}
\doxysubsection*{Enumerations}
\begin{DoxyCompactItemize}
\item 
\mbox{\Hypertarget{namespacenntrainer_a54a3af771db1739bf65d8d60f1bc12cc}\label{namespacenntrainer_a54a3af771db1739bf65d8d60f1bc12cc}} 
enum {\bfseries L\+S\+T\+M\+Params} \{ \newline
{\bfseries weight\+\_\+ih}, 
{\bfseries weight\+\_\+hh}, 
{\bfseries bias\+\_\+h}, 
{\bfseries bias\+\_\+ih}, 
\newline
{\bfseries bias\+\_\+hh}, 
{\bfseries hidden\+\_\+state}, 
{\bfseries cell\+\_\+state}, 
{\bfseries ifgo}, 
\newline
{\bfseries reverse\+\_\+weight\+\_\+ih}, 
{\bfseries reverse\+\_\+weight\+\_\+hh}, 
{\bfseries reverse\+\_\+bias\+\_\+h}, 
{\bfseries reverse\+\_\+bias\+\_\+ih}, 
\newline
{\bfseries reverse\+\_\+bias\+\_\+hh}, 
{\bfseries reverse\+\_\+hidden\+\_\+state}, 
{\bfseries reverse\+\_\+cell\+\_\+state}, 
{\bfseries reverse\+\_\+ifgo}, 
\newline
{\bfseries dropout\+\_\+mask}
 \}
\end{DoxyCompactItemize}
\doxysubsection*{Variables}
\begin{DoxyCompactItemize}
\item 
\mbox{\Hypertarget{namespacenntrainer_ae465178065a4c1f1dfb69da091bf466e}\label{namespacenntrainer_ae465178065a4c1f1dfb69da091bf466e}} 
static constexpr size\+\_\+t {\bfseries nntrainer\+::\+S\+I\+N\+G\+L\+E\+\_\+\+I\+N\+O\+U\+T\+\_\+\+I\+DX} = 0
\end{DoxyCompactItemize}


\doxysubsection{Detailed Description}
This is Long Short-\/\+Term Memory \mbox{\hyperlink{classLayer}{Layer}} Class of Neural Network. 

Copyright (C) 2020 Jijoong Moon \href{mailto:jijoong.moon@samsung.com}{\texttt{ jijoong.\+moon@samsung.\+com}}

\begin{DoxyDate}{Date}
17 March 2021 
\end{DoxyDate}
\begin{DoxySeeAlso}{See also}
\href{https://github.com/nnstreamer/nntrainer}{\texttt{ https\+://github.\+com/nnstreamer/nntrainer}} 
\end{DoxySeeAlso}
\begin{DoxyAuthor}{Author}
Jijoong Moon \href{mailto:jijoong.moon@samsung.com}{\texttt{ jijoong.\+moon@samsung.\+com}} 
\end{DoxyAuthor}
\begin{DoxyRefDesc}{Bug}
\item[\mbox{\hyperlink{bug__bug000121}{Bug}}]No known bugs except for N\+YI items\end{DoxyRefDesc}
