15章问题修正

Chapter15/Figures/figure-layer-fusion-method-2d.tex

@@ -97,14 +97,14 @@
 
 
 \draw [decorate,decoration={brace,mirror}] ([xshift=0em]n3.south west) to node [midway,font=\small,align=center,xshift=0em,yshift=-0.8em] {$d$} ([xshift=0em]n3.south east);
-\draw [decorate,decoration={brace,mirror}] ([xshift=0em]n6.south west) to node [midway,font=\small,align=center,xshift=0em,yshift=-0.8em] {$d_a$} ([xshift=0em]n6.south east);
+\draw [decorate,decoration={brace,mirror}] ([xshift=0em]n6.south west) to node [midway,font=\small,align=center,xshift=0em,yshift=-0.8em] {$d_{\rm a}$} ([xshift=0em]n6.south east);
 \draw [decorate,decoration={brace,mirror}] ([xshift=0em]n7.north west) to node [midway,font=\small,align=center,xshift=-0.7em,yshift=-0em] {$d$} ([xshift=0em]n7.south west);
 \draw [decorate,decoration={brace}] ([xshift=0em]n7.north west) to node [midway,font=\small,align=center,xshift=0em,yshift=0.7em] {$d$} ([xshift=0em]n7.north east);
-\draw [decorate,decoration={brace,mirror}] ([xshift=0em]n8.north west) to node [midway,font=\small,align=center,xshift=-0.8em,yshift=-0em] {$d_a$} ([xshift=0em]n8.south west);
-\draw [decorate,decoration={brace}] ([xshift=0em]n8.north west) to node [midway,font=\small,align=center,xshift=0em,yshift=0.8em] {$n_{hop}$} ([xshift=0em]n8.north east);
-\draw [decorate,decoration={brace,mirror}] ([xshift=0em]nc31.south west) to node [midway,font=\small,align=center,xshift=0em,yshift=-0.8em] {$n_{hop}$} ([xshift=0em]nc35.south east);
+\draw [decorate,decoration={brace,mirror}] ([xshift=0em]n8.north west) to node [midway,font=\small,align=center,xshift=-0.8em,yshift=-0em] {$d_{\rm a}$} ([xshift=0em]n8.south west);
+\draw [decorate,decoration={brace}] ([xshift=0em]n8.north west) to node [midway,font=\small,align=center,xshift=0em,yshift=0.8em] {$n_{\rm hop}$} ([xshift=0em]n8.north east);
+\draw [decorate,decoration={brace,mirror}] ([xshift=0em]nc31.south west) to node [midway,font=\small,align=center,xshift=0em,yshift=-0.8em] {$n_{\rm hop}$} ([xshift=0em]nc35.south east);
 \draw [decorate,decoration={brace,mirror}] ([xshift=0em]ln5.south west) to node [midway,font=\small,align=center,xshift=0em,yshift=-0.8em] {$d$} ([xshift=0em]ln5.south east);
-\draw [decorate] ([xshift=0em]ln5.south east) to node [midway,font=\footnotesize,align=center,xshift=1em,yshift=-0.5em] {$n_{hop}$} ([xshift=0em]ln1.south east);
+\draw [decorate] ([xshift=0em]ln5.south east) to node [midway,font=\footnotesize,align=center,xshift=1em,yshift=-0.5em] {$n_{\rm hop}$} ([xshift=0em]ln1.south east);
 \draw [decorate,decoration={brace,mirror}] ([xshift=0em]fn.south east) to node [midway,font=\small,align=center,xshift=0.7em,yshift=-0em] {$d$} ([xshift=0em]fn.north east);
 
 

Chapter15/Figures/figure-learning-rate.tex

@@ -4,7 +4,7 @@
       \begin{axis}[
       width=.50\textwidth,
       height=.40\textwidth,
-      legend style={at={(0.60,0.08)}, anchor=south west},
+      legend style={at={(0.45,0.08)}, anchor=south west},
       xlabel={\scriptsize{更新次数（10k）}},
       ylabel={\scriptsize{学习率 （$10^{-3}$）}},
       ylabel style={yshift=-1em},xlabel style={yshift=0.0em},
@@ -15,7 +15,7 @@
       ]
 
       \addplot[red,line width=1.25pt] coordinates {(0,0) (1.6,2) (1.8,1.888) (2,1.787) (2.5,1.606) (3,1.462) (3.5,1.3549) (4,1.266) (4.5,1.193) (5,1.131)};
-      \addlegendentry{\scriptsize Base48}
+      \addlegendentry{\scriptsize 原始学习率}
       %\addplot[red,line width=1.25pt] coordinates {(0,0) (8000,0.002) (10000,0.00179) (12000,0.00163) (12950,0.001572)};
       \addplot[blue,line width=1.25pt] coordinates {(0,0) (0.8,2) (0.9906,1.7983)};
       %\addplot[red,line width=1.25pt] coordinates {(0,0) (8000,0.002) (9906,0.0017983)};
@@ -31,7 +31,7 @@
       \addplot[blue,line width=1.25pt] coordinates {(2.9706,2) (3.1706,1.79) (3.3706,1.63) (3.4656,1.572) (3.6706,1.4602) (3.7136,1.44)};
       \addplot[blue,dashed,line width=1.25pt] coordinates {(3.7136,1.44) (3.7136,2)};
       \addplot[blue,line width=1.25pt] coordinates {(3.7136,2) (3.9136,1.79) (4.1136,1.63) (4.2086,1.572) (4.4136,1.4602) (4.4566,1.44) (4.7000,1.3574) (5.0000,1.2531)};
-      \addlegendentry{\scriptsize SDT48}
+      \addlegendentry{\scriptsize 调整后的学习率}
 
       \end{axis}
      }

Chapter15/Figures/figure-light-weight-transformer-module.tex

@@ -9,22 +9,22 @@
 
 \begin{scope}[]
 
-\node [anchor=west,ffnnode] (f1) at (0, 0){FFN};
+\node [anchor=west,inner sep=0mm,minimum height=1.8em] (f1) at (0, 0){input};
 \node [anchor=south,ebnode] (e1) at ([xshift=0em,yshift=1em]f1.north){Embedding};
 \node [anchor=south west,manode] (a1) at ([xshift=0em,yshift=1em]e1.north west){Attention};
 \node [anchor=south east,manode] (c1) at ([xshift=0em,yshift=1em]e1.north east){Conv};
 \node [anchor=south west,ebnode] (e2) at ([xshift=0em,yshift=1em]a1.north west){Embedding};
 \node [anchor=south,draw,circle,inner sep=4pt] (add1) at ([xshift=0em,yshift=0.5em]e2.north){};
-\node [anchor=south,ffnnode] (f2) at ([xshift=0em,yshift=0.5em]add1.north){FFN};
+\node [anchor=south,inner sep=0mm,minimum height=1.8em] (f2) at ([xshift=0em,yshift=0.5em]add1.north){output};
 
 
-\draw[->,thick] ([xshift=0em,yshift=0em]f1.north)--([xshift=0em,yshift=0em]e1.south);
+\draw[->,thick] ([xshift=0em,yshift=-0.3em]f1.north)--([xshift=0em,yshift=0em]e1.south);
 \draw[->,thick] ([xshift=0em,yshift=-1em]a1.south)--([xshift=0em,yshift=0em]a1.south);
 \draw[->,thick] ([xshift=0em,yshift=-1em]c1.south)--([xshift=0em,yshift=0em]c1.south);
 \draw[->,thick] ([xshift=0em,yshift=0em]a1.north)--([xshift=0em,yshift=1em]a1.north);
 \draw[->,thick] ([xshift=0em,yshift=0em]c1.north)--([xshift=0em,yshift=1em]c1.north);
 \draw[-,thick] ([xshift=0em,yshift=0em]e2.north)--([xshift=0em,yshift=0em]add1.south);
-\draw[->,thick] ([xshift=0em,yshift=0em]add1.north)--([xshift=0em,yshift=0em]f2.south);
+\draw[->,thick] ([xshift=0em,yshift=0em]add1.north)--([xshift=0em,yshift=0.3em]f2.south);
 
 \draw[-] ([xshift=0em,yshift=0em]add1.west)--([xshift=-0em,yshift=0em]add1.east);
 \draw[-] ([xshift=0em,yshift=0em]add1.south)--([xshift=-0em,yshift=-0em]add1.north);
@@ -33,11 +33,6 @@
 \draw[->,thick,rectangle,rounded corners=5pt] ([xshift=0em,yshift=0.5em]f1.north)--([xshift=-6em,yshift=0.5em]f1.north)--([xshift=-5.45em,yshift=0em]add1.west)--([xshift=0em,yshift=0em]add1.west);
 
 
-\node [anchor=north,inner sep=0mm,minimum height=1.5em] (ip) at ([xshift=0em,yshift=-1em]f1.south){input};
-\node [anchor=south,inner sep=0mm,minimum height=1.5em] (op) at ([xshift=0em,yshift=1em]f2.north){output};
-\draw[->,thick] ([xshift=0em,yshift=0em]ip.north)--([xshift=0em,yshift=0em]f1.south);
-\draw[->,thick] ([xshift=0em,yshift=0em]f2.north)--([xshift=0em,yshift=0em]op.south);
-
 \end{scope}
 \end{tikzpicture}
 \end{center}
\ No newline at end of file

Chapter15/Figures/figure-multi-task-structure.tex

@@ -2,7 +2,7 @@
 \begin{tikzpicture}
 \begin{scope}
 
-\tikzstyle{enode}=[rectangle,inner sep=0mm,minimum height=5em,minimum width=5em,rounded corners=7pt,fill=ugreen!30]
+\tikzstyle{enode}=[rectangle,inner sep=0mm,minimum height=5em,minimum width=5em,rounded corners=7pt,fill=green!30]
 \tikzstyle{dnode}=[rectangle,inner sep=0mm,minimum height=2em,minimum width=6.5em,rounded corners=5pt,fill=red!30]
 \tikzstyle{wnode}=[inner sep=0mm,minimum height=2em,minimum width=4em]
 
@@ -11,8 +11,8 @@
 \node [anchor=west,enode] (e1) at ([xshift=1.5em,yshift=0em]w1.east) {编码器};
 
 \node [anchor=west,dnode] (d1) at ([xshift=3em,yshift=6em]e1.east) {翻译任务};
-\node [anchor=north,dnode] (d2) at ([xshift=0em,yshift=-2em]d1.south) {文本处理任务};
-\node [anchor=north,dnode] (d3) at ([xshift=0em,yshift=-2em]d2.south) {语言理解};
+\node [anchor=north,dnode] (d2) at ([xshift=0em,yshift=-2em]d1.south) {句法分析任务};
+\node [anchor=north,dnode] (d3) at ([xshift=0em,yshift=-2em]d2.south) {语言理解任务};
 \node [anchor=north,dnode] (d4) at ([xshift=0em,yshift=-2em]d3.south) {其他任务};
 
 \node [anchor=west] (w2) at ([xshift=2em,yshift=0em]d1.east) {英语（目标语言）};