add decoder output label

Section06-Neural-Machine-Translation/section06.tex

@@ -4040,9 +4040,8 @@ $\textrm{``you''} = \argmax_{y} \textrm{P}(y|\textbf{s}_1, \alert{\textbf{C}})$
 
 \begin{itemize}
 \item Transformer 总体结构
-
 \end{itemize}
-
+\vspace{-0.5em}
 \begin{center}
 \begin{tikzpicture}
 \begin{scope}
@@ -4081,7 +4080,7 @@ $\textrm{``you''} = \argmax_{y} \textrm{P}(y|\textbf{s}_1, \alert{\textbf{C}})$
 \node [posnode,anchor=north east] (pos2) at ([yshift=-1em]sa2.south east) {\tiny{$\textbf{Postion}$}};
 \node [anchor=north] (outputs) at ([yshift=-3em]sa2.south) {\tiny{$\textbf{解码器输入: $<$SOS$>$ I  am  fine}$}};
 \node [anchor=east] (decoder) at ([xshift=-1em,yshift=-1.5em]o1.west) {\scriptsize{\textbf{解码器}}};
-
+\node [anchor=north] (decoutputs) at ([yshift=1.5em]o1.north) {\tiny{$\textbf{解码器输出: I  am  fine $<$EOS$>$ }$}};
 
 \draw [->] (sa2.north) -- (res3.south);
 \draw [->] (res3.north) -- (ed1.south);
@@ -4121,9 +4120,8 @@ $\textrm{``you''} = \argmax_{y} \textrm{P}(y|\textbf{s}_1, \alert{\textbf{C}})$
 
 \begin{itemize}
 \item Transformer 输入和位置编码
-
 \end{itemize}
-
+\vspace{-0.5em}
 \begin{center}
 \begin{tikzpicture}
 \begin{scope}
@@ -4162,7 +4160,7 @@ $\textrm{``you''} = \argmax_{y} \textrm{P}(y|\textbf{s}_1, \alert{\textbf{C}})$
 \node [posnode,anchor=north east] (pos2) at ([yshift=-1em]sa2.south east) {\tiny{$\textbf{Postion}$}};
 \node [anchor=north] (outputs) at ([yshift=-3em]sa2.south) {\tiny{$\textbf{解码器输入: $<$SOS$>$ I  am  fine}$}};
 \node [anchor=east] (decoder) at ([xshift=-1em,yshift=-1.5em]o1.west) {\scriptsize{\textbf{解码器}}};
-
+\node [anchor=north] (decoutputs) at ([yshift=1.5em]o1.north) {\tiny{$\textbf{解码器输出: I  am  fine $<$EOS$>$ }$}}; 
 
 \draw [->] (sa2.north) -- (res3.south);
 \draw [->] (res3.north) -- (ed1.south);
@@ -4352,9 +4350,8 @@ PE_{(pos,2i+1)} = cos(pos/10000^{2i/d_{model}})
 
 \begin{itemize}
 \item Transformer 多头自注意力机制
-
 \end{itemize}
-
+\vspace{-0.5em}
 \begin{center}
 \begin{tikzpicture}
 \begin{scope}
@@ -4393,7 +4390,7 @@ PE_{(pos,2i+1)} = cos(pos/10000^{2i/d_{model}})
 \node [posnode,anchor=north east] (pos2) at ([yshift=-1em]sa2.south east) {\tiny{$\textbf{Postion}$}};
 \node [anchor=north] (outputs) at ([yshift=-3em]sa2.south) {\tiny{$\textbf{解码器输入: $<$SOS$>$ I  am  fine}$}};
 \node [anchor=east] (decoder) at ([xshift=-1em,yshift=-1.5em]o1.west) {\scriptsize{\textbf{解码器}}};
-
+\node [anchor=north] (decoutputs) at ([yshift=1.5em]o1.north) {\tiny{$\textbf{解码器输出: I  am  fine $<$EOS$>$ }$}}; 
 
 \draw [->] (sa2.north) -- (res3.south);
 \draw [->] (res3.north) -- (ed1.south);
@@ -4739,9 +4736,8 @@ PE_{(pos,2i+1)} = cos(pos/10000^{2i/d_{model}})
 
 \begin{itemize}
 \item Transformer 残差和层正则化
-
 \end{itemize}
-
+\vspace{-0.5em}
 \begin{center}
 \begin{tikzpicture}
 \begin{scope}
@@ -4780,7 +4776,7 @@ PE_{(pos,2i+1)} = cos(pos/10000^{2i/d_{model}})
 \node [posnode,anchor=north east] (pos2) at ([yshift=-1em]sa2.south east) {\tiny{$\textbf{Postion}$}};
 \node [anchor=north] (outputs) at ([yshift=-3em]sa2.south) {\tiny{$\textbf{解码器输入: $<$SOS$>$ I  am  fine}$}};
 \node [anchor=east] (decoder) at ([xshift=-1em,yshift=-1.5em]o1.west) {\scriptsize{\textbf{解码器}}};
-
+\node [anchor=north] (decoutputs) at ([yshift=1.5em]o1.north) {\tiny{$\textbf{解码器输出: I  am  fine $<$EOS$>$ }$}}; 
 
 \draw [->] (sa2.north) -- (res3.south);
 \draw [->] (res3.north) -- (ed1.south);
@@ -4964,9 +4960,8 @@ x_{l+1} = x_l+\mathcal{F}(x_l)
 
 \begin{itemize}
 \item Transformer 前馈全连接网络
-
 \end{itemize}
-
+\vspace{-0.5em}
 \begin{center}
 \begin{tikzpicture}
 \begin{scope}
@@ -5005,7 +5000,7 @@ x_{l+1} = x_l+\mathcal{F}(x_l)
 \node [posnode,anchor=north east] (pos2) at ([yshift=-1em]sa2.south east) {\tiny{$\textbf{Postion}$}};
 \node [anchor=north] (outputs) at ([yshift=-3em]sa2.south) {\tiny{$\textbf{解码器输入: $<$SOS$>$ I  am  fine}$}};
 \node [anchor=east] (decoder) at ([xshift=-1em,yshift=-1.5em]o1.west) {\scriptsize{\textbf{解码器}}};
-
+\node [anchor=north] (decoutputs) at ([yshift=1.5em]o1.north) {\tiny{$\textbf{解码器输出: I  am  fine $<$EOS$>$ }$}};
 
 \draw [->] (sa2.north) -- (res3.south);
 \draw [->] (res3.north) -- (ed1.south);