合并分支 'caorunzhe' 到 'master'

Caorunzhe

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Chapter13/Figures/figure-curriculum-learning-framework.tex

@@ -4,10 +4,10 @@
 \tikzstyle{node}=[inner sep=0mm,minimum height=3em,minimum width=6em,rounded corners=5pt]
 
 
-\node[anchor=west,node,fill=ugreen!30] (n1) at (0,0) {训练集};
-\node[anchor=west,node,fill=yellow!30] (n2) at ([xshift=2em,yshift=0em]n1.east) {难度评估器};
-\node[anchor=west,node,fill=red!30] (n3) at ([xshift=4em,yshift=0em]n2.east) {训练调度器};
-\node[anchor=west,node,fill=blue!30] (n4) at ([xshift=4em,yshift=0em]n3.east) {模型训练器};
+\node[anchor=west,node,fill=ugreen!15] (n1) at (0,0) {训练集};
+\node[anchor=west,node,fill=yellow!15] (n2) at ([xshift=2em,yshift=0em]n1.east) {难度评估器};
+\node[anchor=west,node,fill=red!15] (n3) at ([xshift=4em,yshift=0em]n2.east) {训练调度器};
+\node[anchor=west,node,fill=blue!15] (n4) at ([xshift=4em,yshift=0em]n3.east) {模型训练器};
 
 \draw [->,very thick] ([xshift=0em,yshift=0em]n1.east) -- ([xshift=0em,yshift=0em]n2.west);
 \draw [->,very thick] ([xshift=0em,yshift=0em]n2.east) -- ([xshift=0em,yshift=0em]n3.west);
@@ -23,8 +23,8 @@
 \draw [->,dotted,very thick] ([xshift=0em,yshift=0em]n4.north) --  ([xshift=0em,yshift=1em]n4.north) --  ([xshift=0em,yshift=1em]n3.north) -- (n3.north);
 
     \begin{pgfonlayer}{background}
-      \node[rectangle,inner sep=5pt,rounded corners=5pt,fill=gray!30] [fit = (n3) (n4) (n6) (n8) ] (g2) {};
-      \node[rectangle,inner sep=5pt,rounded corners=5pt,fill=orange!30] [fit = (n2) (n3) (n9) ] (g1) {};
+      \node[rectangle,inner sep=5pt,rounded corners=5pt,fill=gray!15] [fit = (n3) (n4) (n6) (n8) ] (g2) {};
+      \node[rectangle,inner sep=5pt,rounded corners=5pt,fill=orange!15] [fit = (n2) (n3) (n9) ] (g1) {};
 
 
     \end{pgfonlayer}

Chapter13/Figures/figure-framework-of-Adversarial-Neural-machine-translation.tex

 
-
 %------------------------------------------------------------
 
 \begin{tikzpicture}

Chapter13/Figures/figure-of-scheduling-sampling-method.tex

@@ -4,8 +4,8 @@
 
 \begin{tikzpicture}
 
-\tikzstyle{rnnnode} = [draw,inner sep=2pt,minimum width=4em,minimum height=2em,rounded corners=1pt,fill=red!20]
-\tikzstyle{snode} = [draw,inner sep=2pt,minimum width=4em,minimum height=2em,rounded corners=1pt,fill=blue!20]
+\tikzstyle{rnnnode} = [draw,inner sep=2pt,minimum width=4em,minimum height=2em,rounded corners=1pt,fill=red!15]
+\tikzstyle{snode} = [draw,inner sep=2pt,minimum width=4em,minimum height=2em,rounded corners=1pt,fill=blue!15]
 \tikzstyle{ynode} = [inner sep=2pt,minimum width=4em,minimum height=2em,rounded corners=1pt]
 
 

Chapter13/Figures/figure-reinforcement-learning-method-based-on-actor-critic.tex

 
 \begin{tikzpicture}
 	
-	\node[anchor=west,inner sep=0mm,minimum height=4em,minimum width=5.5em,rounded corners=15pt,align=left,draw,fill=red!20] (n1) at (0,0) {Decoder\\Encoder};
+	\node[anchor=west,inner sep=0mm,minimum height=4em,minimum width=5.5em,rounded corners=15pt,align=left,draw,fill=red!15] (n1) at (0,0) {Decoder\\Encoder};
 
-	\node[anchor=west,inner sep=0mm,minimum height=4em,minimum width=5.5em,rounded corners=15pt,align=left,draw,fill=green!20] (n2) at ([xshift=10em,yshift=0em]n1.east) {Decoder\\Encoder};
+	\node[anchor=west,inner sep=0mm,minimum height=4em,minimum width=5.5em,rounded corners=15pt,align=left,draw,fill=green!15] (n2) at ([xshift=10em,yshift=0em]n1.east) {Decoder\\Encoder};
 
 	\node[anchor=south,inner sep=0mm,font=\small] (a1) at ([xshift=0em,yshift=1em]n1.north) {演员$p$};
 

Chapter15/Figures/figure-encoder-structure-of-transformer-model-optimized-by-nas.tex

@@ -39,42 +39,49 @@
 \end{scope}
 
 %right
-\begin{scope}[xshift=14em]
-\foreach \x/\d in {1/2em, 2/8em, 3/14em}
-	\node[unit,fill=yellow!20] at (0,\d) (ln_\x) {层正则化};
+\begin{scope}[xshift=13em]
+
 
-\foreach \x/\d in {1/6em, 2/12em, 3/22em}
-	\node[draw,circle,minimum size=1em,inner sep=1pt] at (0,\d) (add_\x) {\scriptsize\bfnew{+}};
 
-\node[unit,fill=red!20] at (0,16em) (conv_4) {卷积$1 \times 1$：2048};
-\node[unit,fill=red!20] at (0,20em) (conv_5) {卷积$1 \times 1$：512};
+\foreach \x/\d in {1/2em, 2/8em, 3/16em}
+	\node[unit,fill=yellow!20] at (0,\d) (ln_\x) {层正则化};
 
-\node[unit,fill=blue!20] at (0,18em) (relu_3) {RELU};
-\node[unit,fill=cyan!20] at (0,4em) (conv_3) {Sep卷积$9 \times 1$：256};
-\node[unit,fill=green!20] at (0,10em) (sa_1) {8头自注意力：512};
+\foreach \x/\d in {1/6em, 2/14em, 3/20em}
+	\node[draw,circle,minimum size=1em,inner sep=1pt] at (0,\d) (add_\x) {\scriptsize\bfnew{+}};
 
+\node[unit,fill=red!20] at (0,4em) (glu_1) {门控线性单元：512};
+\node[unit,fill=red!20] at (-3em,10em) (conv_1) {卷积$1 \times 1$：2048};
+\node[unit,fill=cyan!20] at (3em,10em) (conv_2) {卷积$3 \times 1$：256};
+\node[unit,fill=blue!20] at (-3em,12em) (relu_1) {RELU};
+\node[unit,fill=blue!20] at (3em,12em) (relu_2) {RELU};
+\node[unit,fill=cyan!20] at (0em,18em) (conv_3) {Sep卷积$9 \times 1$：256};
 
 
 \draw[->,thick] ([yshift=-1.4em]ln_1.-90) -- ([yshift=-0.1em]ln_1.-90);
-\draw[->,thick] ([yshift=0.1em]ln_1.90) -- ([yshift=-0.1em]conv_3.-90);
-\draw[->,thick] ([yshift=0.1em]conv_3.90) -- ([yshift=-0.1em]add_1.-90);
+\draw[->,thick] ([yshift=0.1em]ln_1.90) -- ([yshift=-0.1em]glu_1.-90);
+\draw[->,thick] ([yshift=0.1em]glu_1.90) -- ([yshift=-0.1em]add_1.-90);
 \draw[->,thick] ([yshift=0.1em]add_1.90) -- ([yshift=-0.1em]ln_2.-90);
-\draw[->,thick] ([,yshift=0.1em]ln_2.90) -- ([yshift=-0.1em]sa_1.-90);
-\draw[->,thick] ([yshift=0.1em]sa_1.90) -- ([yshift=-0.1em]add_2.-90);
+\draw[->,thick] ([,yshift=0.1em]ln_2.135) -- ([yshift=-0.1em]conv_1.-90);
+\draw[->,thick] ([yshift=0.1em]ln_2.45) -- ([yshift=-0.1em]conv_2.-90);
+\draw[->,thick] ([yshift=0.1em]conv_1.90) -- ([yshift=-0.1em]relu_1.-90);
+\draw[->,thick] ([yshift=0.1em]conv_2.90) -- ([yshift=-0.1em]relu_2.-90);
+\draw[->,thick] ([yshift=0.1em]relu_1.90) -- ([yshift=-0.1em]add_2.-135);
+\draw[->,thick] ([yshift=0.1em]relu_2.90) -- ([yshift=-0.1em]add_2.-45);
 \draw[->,thick] ([yshift=0.1em]add_2.90) -- ([yshift=-0.1em]ln_3.-90);
-\draw[->,thick] ([yshift=0.1em]ln_3.90) -- ([yshift=-0.1em]conv_4.-90);
-\draw[->,thick] ([yshift=0.1em]conv_4.90) -- ([yshift=-0.1em]relu_3.-90);
-\draw[->,thick] ([yshift=0.1em]relu_3.90) -- ([yshift=-0.1em]conv_5.-90);
-\draw[->,thick] ([yshift=0.1em]conv_5.90) -- ([yshift=-0.1em]add_3.-90);
+\draw[->,thick] ([yshift=0.1em]ln_3.90) -- ([yshift=-0.1em]conv_3.-90);
+\draw[->,thick] ([yshift=0.1em]conv_3.90) -- ([yshift=-0.1em]add_3.-90);
 \draw[->,thick] ([yshift=0.1em]add_3.90) -- ([yshift=1em]add_3.90);
 
+
+
 \draw[->,thick] ([yshift=-0.8em]ln_1.-90) .. controls ([xshift=5em,yshift=-0.8em]ln_1.-90) and ([xshift=5em]add_1.0) .. (add_1.0);
-\draw[->,thick] (add_1.0) .. controls ([xshift=5em]add_1.0) and ([xshift=5em]add_2.0) .. (add_2.0);
-\draw[->,thick] (add_2.0) .. controls ([xshift=5em]add_2.0) and ([xshift=5em]add_3.0) .. (add_3.0);
+\draw[->,thick] (add_1.0) .. controls ([xshift=8em]add_1.0) and ([xshift=8em]add_3.0) .. (add_3.0);
+
+
 
 \node[font=\scriptsize,align=center] at (0em, -1.5em){(b) 使用结构搜索方法优化后的 \\ Transformer编码器中若干块的结构};
 
-\node[minimum size=0.8em,inner sep=0pt,rounded corners=1pt,draw,fill=blue!20] (act) at (5.5em, 20em){};
+\node[minimum size=0.8em,inner sep=0pt,rounded corners=1pt,draw,fill=blue!20] (act) at (8em, 20em){};
 \node[anchor=west,font=\footnotesize] at ([xshift=0.1em]act.east){激活函数};
 \node[anchor=north,minimum size=0.8em,inner sep=0pt,rounded corners=1pt,draw,fill=yellow!20] (nor) at ([yshift=-0.6em]act.south){};
 \node[anchor=west,font=\footnotesize] at ([xshift=0.1em]nor.east){层正则化};

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

@@ -7,9 +7,9 @@
 \tikzstyle{vlnode}=[rectangle,inner sep=0mm,minimum height=1em,minimum width=5em,rounded corners=2pt,draw]
 
 
-\node [anchor=west,lnode] (n1) at (0, 0) {$\mathbi{g}^3$};
-\node [anchor=north west,lnode] (n2) at ([xshift=0em,yshift=-0.5em]n1.south west) {$\mathbi{g}^2$};
-\node [anchor=north west,lnode] (n3) at ([xshift=0em,yshift=-0.5em]n2.south west) {$\mathbi{g}^1$};
+\node [anchor=west,lnode] (n1) at (0, 0) {$\mathbi{h}_3$};
+\node [anchor=north west,lnode] (n2) at ([xshift=0em,yshift=-0.5em]n1.south west) {$\mathbi{h}_2$};
+\node [anchor=north west,lnode] (n3) at ([xshift=0em,yshift=-0.5em]n2.south west) {$\mathbi{h}_1$};
 
 \node [anchor=south] (d1) at ([xshift=0em,yshift=0.2em]n1.north) {1D};
 

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

@@ -19,7 +19,7 @@
 
 \node [anchor=west,encnode,draw=red!60!black!80,fill=red!20] (n7) at ([xshift=1em,yshift=0em]n6.east) {$\mathbi{h}_{L-1}$};
 
-\node [anchor=north,rectangle,draw=teal!80, inner sep=0mm,minimum height=2em,minimum width=8em,fill=teal!17,rounded corners=5pt,thick] (n8) at ([xshift=3em,yshift=-1.2em]n4.south) {权重聚合$\mathbi{g}$};
+\node [anchor=north,rectangle,draw=teal!80, inner sep=0mm,minimum height=2em,minimum width=8em,fill=teal!17,rounded corners=5pt,thick] (n8) at ([xshift=3em,yshift=-1.5em]n4.south) {权重聚合$\mathbi{g}$};
 
 
 
@@ -61,11 +61,11 @@
 \draw [->,thick] ([xshift=0em,yshift=0em]n5.east) -- ([xshift=0em,yshift=0em]n6.west);
 \draw [->,thick] ([xshift=0em,yshift=0em]n6.east) -- ([xshift=0em,yshift=0em]n7.west);
 
-\draw [->,thick] ([xshift=0em,yshift=0em]n2.south) -- ([xshift=0em,yshift=0em]n8.north);
-\draw [->,thick] ([xshift=0em,yshift=0em]n3.south) -- ([xshift=0em,yshift=0em]n8.north);
-\draw [->,thick] ([xshift=0em,yshift=0em]n4.south) -- ([xshift=0em,yshift=0em]n8.north);
-\draw [->,thick] ([xshift=0em,yshift=0em]n5.south) -- ([xshift=0em,yshift=0em]n8.north);
-\draw [->,thick] ([xshift=0em,yshift=0em]n7.south) -- ([xshift=0em,yshift=0em]n8.north);
+\draw [->,thick] ([xshift=0em,yshift=0em]n2.south)..controls +(south:1.5em) and +(north:1.5em)..([xshift=0em,yshift=0.1em]n8.north);
+\draw [->,thick] ([xshift=0em,yshift=0em]n3.south)..controls +(south:0.9em) and +(north:1.6em)..([xshift=0em,yshift=0.1em]n8.north);
+\draw [->,thick] ([xshift=0em,yshift=0em]n4.south)..controls +(south:0.8em) and +(north:1.4em)..([xshift=0em,yshift=0.1em]n8.north);
+\draw [->,thick] ([xshift=0em,yshift=0em]n5.south)..controls +(south:0.8em) and +(north:1.4em)..([xshift=0em,yshift=0.1em]n8.north);
+\draw [->,thick] ([xshift=0em,yshift=0em]n7.south)..controls +(south:1.5em) and +(north:1.5em)..([xshift=0em,yshift=0.1em]n8.north);
 
 \draw [->,thick] ([xshift=0em,yshift=0em]n10.east) -- ([xshift=0em,yshift=0em]n11.west);
 \draw [->,thick] ([xshift=0em,yshift=0em]n11.east) -- ([xshift=0em,yshift=0em]n12.west);
@@ -74,10 +74,10 @@
 \draw [->,thick] ([xshift=0em,yshift=0em]n14.east) -- ([xshift=0em,yshift=0em]n15.west);
 \draw [->,thick] ([xshift=0em,yshift=0em]n15.east) -- ([xshift=0em,yshift=0em]n16.west);
 
-\draw [->,thick] ([xshift=0em,yshift=0em]n8.south) -- ([xshift=0em,yshift=0em]n11.north);
-\draw [->,thick] ([xshift=0em,yshift=0em]n8.south) -- ([xshift=0em,yshift=0em]n12.north);
-\draw [->,thick] ([xshift=0em,yshift=0em]n8.south) -- ([xshift=0em,yshift=0em]n13.north);
-\draw [->,thick] ([xshift=0em,yshift=0em]n8.south) -- ([xshift=0em,yshift=0em]n15.north);
+\draw [->,thick] ([xshift=0em,yshift=0em]n8.south)..controls +(south:1.2em) and +(north:1.5em)..([xshift=0em,yshift=0em]n11.north);
+\draw [->,thick] ([xshift=0em,yshift=0em]n8.south)..controls +(south:1.3em) and +(north:1.2em)..([xshift=0em,yshift=0em]n12.north);
+\draw [->,thick] ([xshift=0em,yshift=0em]n8.south)..controls +(south:1.3em) and +(north:1.2em)..([xshift=0em,yshift=0em]n13.north);
+\draw [->,thick] ([xshift=0em,yshift=0em]n8.south)..controls +(south:1.5em) and +(north:1.5em)..([xshift=0em,yshift=0em]n15.north);
 
 
 

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

@@ -3,9 +3,9 @@
 \begin{center}
 \begin{tikzpicture}
 
-\tikzstyle{manode}=[rectangle,inner sep=0mm,minimum height=4em,minimum width=4em,rounded corners=5pt,thick,draw,fill=blue!20]
-\tikzstyle{ffnnode}=[rectangle,inner sep=0mm,minimum height=1.8em,minimum width=6em,rounded corners=5pt,thick,fill=red!20,draw]
-\tikzstyle{ebnode}=[rectangle,inner sep=0mm,minimum height=1.8em,minimum width=10em,rounded corners=5pt,thick,fill=green!20,draw]
+\tikzstyle{manode}=[rectangle,inner sep=0mm,minimum height=4em,minimum width=4em,rounded corners=5pt,thick,draw,fill=blue!15]
+\tikzstyle{ffnnode}=[rectangle,inner sep=0mm,minimum height=1.8em,minimum width=6em,rounded corners=5pt,thick,fill=red!15,draw]
+\tikzstyle{ebnode}=[rectangle,inner sep=0mm,minimum height=1.8em,minimum width=10em,rounded corners=5pt,thick,fill=ugreen!15,draw]
 
 \begin{scope}[]
 
@@ -33,6 +33,11 @@
 \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-scale-local-modeling.tex

 \begin{tikzpicture}
 \begin{scope}
 
-\tikzstyle{cirnode}=[circle,minimum size=3.7em,draw]
-\tikzstyle{recnode}=[rectangle,rounded corners=2pt,inner sep=0mm,minimum height=1.5em,minimum width=4em,draw]
+\tikzstyle{cirnode}=[circle,minimum size=3em,font=\footnotesize,draw]
+\tikzstyle{recnode}=[rectangle,rounded corners=2pt,inner sep=0mm,minimum height=1.8em,minimum width=6em]
 
 \node [anchor=west,cirnode] (n1) at (0, 0) {$\mathbi{h}_{i-2}^l$};
-\node [anchor=west,cirnode] (n2) at ([xshift=1em,yshift=0em]n1.east) {$\mathbi{h}_{i-1}^l$};
-\node [anchor=west,cirnode] (n3) at ([xshift=1em,yshift=0em]n2.east) {$\mathbi{h}_{i}^l$};
-\node [anchor=west,cirnode] (n4) at ([xshift=1em,yshift=0em]n3.east) {$\mathbi{h}_{i+1}^l$};
-\node [anchor=west,cirnode] (n5) at ([xshift=1em,yshift=0em]n4.east) {$\mathbi{h}_{i+2}^l$};
+\node [anchor=west,cirnode] (n2) at ([xshift=1.2em,yshift=0em]n1.east) {$\mathbi{h}_{i-1}^l$};
+\node [anchor=west,cirnode] (n3) at ([xshift=1.2em,yshift=0em]n2.east) {$\mathbi{h}_{i}^l$};
+\node [anchor=west,cirnode] (n4) at ([xshift=1.2em,yshift=0em]n3.east) {$\mathbi{h}_{i+1}^l$};
+\node [anchor=west,cirnode] (n5) at ([xshift=1.2em,yshift=0em]n4.east) {$\mathbi{h}_{i+2}^l$};
 
-\node [anchor=center,blue!30,minimum height=4.2em,minimum width=4.5em,very thick,draw] (c1) at ([xshift=0em,yshift=0em]n3.center) {};
-\node [anchor=center,ugreen!30,minimum height=4.9em,minimum width=14.5em,very thick,draw] (c2) at ([xshift=0em,yshift=0em]n3.center) {};
-\node [anchor=center,red!30,minimum height=5.6em,minimum width=24.5em,very thick,draw] (c3) at ([xshift=0em,yshift=0em]n3.center) {};
+\begin{pgfonlayer}{background}
+\node [anchor=center,red!30,minimum height=4.5em,minimum width=21em,very thick,draw] (c3) at ([xshift=0em,yshift=0em]n3.center) {};
+\node [anchor=center,ugreen!30,minimum height=4em,minimum width=12.5em,very thick,draw] (c2) at ([xshift=0em,yshift=0em]n3.center) {};
+\node [anchor=center,orange!30,minimum height=3.5em,minimum width=3.6em,very thick,draw] (c1) at ([xshift=0em,yshift=0em]n3.center) {};
+\end{pgfonlayer}
 
-\node [anchor=south,recnode] (r1) at ([xshift=0em,yshift=2.5em]n2.north) {$\textrm{head}_1$};
-\node [anchor=south,recnode] (r2) at ([xshift=0em,yshift=2.5em]n3.north) {$\textrm{head}_2$};
-\node [anchor=south,recnode] (r3) at ([xshift=0em,yshift=2.5em]n4.north) {$\textrm{head}_3$};
+\node [anchor=south,recnode,fill=red!20] (r1) at ([xshift=-3.5em,yshift=2.5em]n2.north) {$\textrm{head}_1$};
+\node [anchor=south,recnode,fill=orange!20] (r2) at ([xshift=0em,yshift=2.5em]n3.north) {$\textrm{head}_2$};
+\node [anchor=south,recnode,fill=ugreen!20] (r3) at ([xshift=3.5em,yshift=2.5em]n4.north) {$\textrm{head}_3$};
 
 \node [anchor=south,cirnode] (n6) at ([xshift=0em,yshift=1em]r2.north) {$\mathbi{h}_{i}^{l+1}$};
 
-\draw [->,very thick,blue!30] ([xshift=0em,yshift=0em]c1.north) -- ([xshift=0em,yshift=0em]r2.south);
-\draw [->,very thick,ugreen!30] ([xshift=4.73em,yshift=0em]c2.north) -- ([xshift=0em,yshift=0em]r3.south);
-\draw [->,very thick,red!30] ([xshift=-4.73em,yshift=0em]c3.north) -- ([xshift=0em,yshift=0em]r1.south);
+\draw [->,very thick,orange!30] ([xshift=0em,yshift=0em]c1.north) -- ([xshift=0em,yshift=0em]r2.south);
+\draw [->,very thick,ugreen!30] ([xshift=3em,yshift=0em]c2.north)..controls +(north:1.5em) and +(south:1.5em)..([xshift=0em,yshift=0em]r3.south);
+\draw [->,very thick,red!30] ([xshift=-3em,yshift=0em]c3.north)..controls +(north:1.5em) and +(south:1.5em)..([xshift=0em,yshift=0em]r1.south);
 
 \draw [->] ([xshift=0em,yshift=0em]r1.north) -- ([xshift=0em,yshift=0em]n6.south west);
 \draw [->] ([xshift=0em,yshift=0em]r2.north) -- ([xshift=0em,yshift=0em]n6.south);

Chapter15/Figures/figure-three-fusion-methods-of-tree-structure-information-1.tex

@@ -3,13 +3,13 @@
 \begin{center}
 \begin{tikzpicture}
 
-\tikzstyle{wrnode}=[rectangle,inner sep=0mm,minimum height=1.8em,minimum width=3em,rounded corners=5pt,fill=blue!30]
-\tikzstyle{srnode}=[rectangle,inner sep=0mm,minimum height=1.8em,minimum width=3em,rounded corners=5pt,fill=orange!30]
+\tikzstyle{wrnode}=[rectangle,inner sep=0mm,minimum height=1.6em,minimum width=3em,rounded corners=5pt,fill=blue!30]
+\tikzstyle{srnode}=[rectangle,inner sep=0mm,minimum height=1.6em,minimum width=3em,rounded corners=5pt,fill=orange!30]
 \tikzstyle{dotnode}=[inner sep=0mm,minimum height=0.5em,minimum width=1.5em]
-\tikzstyle{wnode}=[inner sep=0mm,minimum height=1.8em]
+\tikzstyle{wnode}=[inner sep=0mm,minimum height=1.6em]
 {\small
-\begin{scope}[]
-
+\begin{scope}[scale=1]
+\tikzstyle{every node}=[scale=1]
 \node [anchor=west,wrnode] (wr1) at (0,0) {$\mathbi{h}_{w_1}$};
 \node [anchor=west,wrnode] (wr2) at ([xshift=1em,yshift=0em]wr1.east) {$\mathbi{h}_{w_2}$};
 \node [anchor=west,wrnode] (wr3) at ([xshift=1em,yshift=0em]wr2.east) {$\mathbi{h}_{w_3}$};
@@ -22,27 +22,27 @@
 \node [anchor=west,dotnode] (dot3) at ([xshift=0.8em,yshift=0em]sr3.east) {$\cdots$};
 \node [anchor=west,srnode] (sr4) at ([xshift=0.8em,yshift=0em]dot3.east) {$\mathbi{h}_{l_7}$};
 
-\node [anchor=north,wnode,font=\footnotesize] (w1) at ([xshift=0em,yshift=-1em]wr1.south) {$w_1$\ :\ I};
-\node [anchor=north,wnode,font=\footnotesize] (w2) at ([xshift=0em,yshift=-1em]wr2.south) {$w_2$\ :\ love};
-\node [anchor=north,wnode,font=\footnotesize] (w3) at ([xshift=0em,yshift=-1em]wr3.south) {$w_3$\ :\ dogs};
+\node [anchor=north,wnode,font=\footnotesize] (w1) at ([xshift=0em,yshift=-0.7em]wr1.south) {$w_1$\ :\ I};
+\node [anchor=north,wnode,font=\footnotesize] (w2) at ([xshift=0em,yshift=-0.7em]wr2.south) {$w_2$\ :\ love};
+\node [anchor=north,wnode,font=\footnotesize] (w3) at ([xshift=0em,yshift=-0.7em]wr3.south) {$w_3$\ :\ dogs};
 
-\node [anchor=north,wnode,font=\footnotesize] (w4) at ([xshift=0em,yshift=-1em]sr1.south) {$l_1$\ :\ S};
-\node [anchor=north,dotnode] (dot4) at ([xshift=0em,yshift=-2.4em]dot1.south) {$\cdots$};
-\node [anchor=north,wnode,font=\footnotesize] (w5) at ([xshift=0em,yshift=-1em]sr2.south) {$l_3$\ :\ PRN};
-\node [anchor=north,dotnode] (dot5) at ([xshift=0em,yshift=-2.2em]dot2.south) {$\cdots$};
-\node [anchor=north,wnode,font=\footnotesize] (w6) at ([xshift=0em,yshift=-1em]sr3.south) {$l_5$\ :\ VBP};
-\node [anchor=north,dotnode] (dot6) at ([xshift=0em,yshift=-2.3em]dot3.south) {$\cdots$};
-\node [anchor=north,wnode,font=\footnotesize] (w7) at ([xshift=0em,yshift=-1em]sr4.south) {$l_7$\ :\ NNS};
+\node [anchor=north,wnode,font=\footnotesize] (w4) at ([xshift=0em,yshift=-0.7em]sr1.south) {$l_1$\ :\ S};
+\node [anchor=north,dotnode] (dot4) at ([xshift=0em,yshift=-2em]dot1.south) {$\cdots$};
+\node [anchor=north,wnode,font=\footnotesize] (w5) at ([xshift=0em,yshift=-0.7em]sr2.south) {$l_3$\ :\ PRN};
+\node [anchor=north,dotnode] (dot5) at ([xshift=0em,yshift=-2em]dot2.south) {$\cdots$};
+\node [anchor=north,wnode,font=\footnotesize] (w6) at ([xshift=0em,yshift=-0.7em]sr3.south) {$l_5$\ :\ VBP};
+\node [anchor=north,dotnode] (dot6) at ([xshift=0em,yshift=-2em]dot3.south) {$\cdots$};
+\node [anchor=north,wnode,font=\footnotesize] (w7) at ([xshift=0em,yshift=-0.7em]sr4.south) {$l_7$\ :\ NNS};
 
-\node [anchor=south,circle,draw,minimum size=1.2em] (c1) at ([xshift=2.5em,yshift=2em]wr2.north){};
+\node [anchor=south,circle,draw,minimum size=1.2em] (c1) at ([xshift=2.5em,yshift=1.5em]wr2.north){};
 \node [anchor=west,circle,draw,minimum size=1.2em] (c2) at ([xshift=8em,yshift=0em]c1.east){};
 \node [anchor=west,circle,draw,minimum size=1.2em] (c3) at ([xshift=8em,yshift=0em]c2.east){};
 
-\node [anchor=south,srnode] (m1) at ([xshift=0em,yshift=2em]c1.north) {$\mathbi{h}_{l_1}$};
+\node [anchor=south,srnode] (m1) at ([xshift=0em,yshift=1em]c1.north) {$\mathbi{h}_{l_1}$};
 \node [anchor=south,wrnode] (m2) at ([xshift=0em,yshift=0em]m1.north) {$\mathbi{h}_{w_1}$};
-\node [anchor=south,srnode] (m3) at ([xshift=0em,yshift=2em]c2.north) {$\mathbi{h}_{l_5}$};
+\node [anchor=south,srnode] (m3) at ([xshift=0em,yshift=1em]c2.north) {$\mathbi{h}_{l_5}$};
 \node [anchor=south,wrnode] (m4) at ([xshift=0em,yshift=0em]m3.north) {$\mathbi{h}_{w_2}$};
-\node [anchor=south,srnode] (m5) at ([xshift=0em,yshift=2em]c3.north) {$\mathbi{h}_{l_7}$};
+\node [anchor=south,srnode] (m5) at ([xshift=0em,yshift=1em]c3.north) {$\mathbi{h}_{l_7}$};
 \node [anchor=south,wrnode] (m6) at ([xshift=0em,yshift=0em]m5.north) {$\mathbi{h}_{w_3}$};
 
 
@@ -56,9 +56,9 @@
 \begin{pgfonlayer}{background}
 \node [rectangle,inner sep=0.5em,draw=blue!80,dashed,very thick,rounded corners=10pt] [fit = (wr1) (wr3) (w1) (w3)] (box1) {};
 \node [rectangle,inner sep=0.5em,draw=orange!80,dashed,very thick,rounded corners=10pt] [fit = (sr1) (sr4) (w4) (w7)] (box2) {};
-\node [rectangle,minimum height=5em,inner sep=0.6em,fill=gray!20,draw=black,dashed,very thick,rounded corners=8pt] [fit = (m1) (m2)] (box3) {};
-\node [rectangle,minimum height=5em,inner sep=0.6em,fill=gray!20,draw=black,dashed,very thick,rounded corners=8pt] [fit = (m3) (m4)] (box4) {};
-\node [rectangle,minimum height=5em,inner sep=0.6em,fill=gray!20,draw=black,dashed,very thick,rounded corners=8pt] [fit = (m5) (m6)] (box5) {};
+\node [rectangle,inner sep=0.5em,fill=gray!20,draw=black,dashed,very thick,rounded corners=8pt] [fit = (m1) (m2)] (box3) {};
+\node [rectangle,inner sep=0.5em,fill=gray!20,draw=black,dashed,very thick,rounded corners=8pt] [fit = (m3) (m4)] (box4) {};
+\node [rectangle,inner sep=0.5em,fill=gray!20,draw=black,dashed,very thick,rounded corners=8pt] [fit = (m5) (m6)] (box5) {};
 \end{pgfonlayer}
 
 \node [anchor=south,wnode] (h1) at ([xshift=0em,yshift=0.1em]box3.north) {${\mathbi{h}'}_1$\ :\ };
@@ -73,9 +73,9 @@
 \draw [->,thick] ([xshift=0em,yshift=0em]w6.north) -- ([xshift=0em,yshift=0em]sr3.south);
 \draw [->,thick] ([xshift=0em,yshift=0em]w7.north) -- ([xshift=0em,yshift=0em]sr4.south);
 
-\draw [->,thick] ([xshift=0em,yshift=0.7em]dot4.north) -- ([xshift=0em,yshift=-0.7em]dot1.south);
-\draw [->,thick] ([xshift=0em,yshift=0.7em]dot5.north) -- ([xshift=0em,yshift=-0.7em]dot2.south);
-\draw [->,thick] ([xshift=0em,yshift=0.7em]dot6.north) -- ([xshift=0em,yshift=-0.7em]dot3.south);
+\draw [->,thick] ([xshift=0em,yshift=0.6em]dot4.north) -- ([xshift=0em,yshift=-0.7em]dot1.south);
+\draw [->,thick] ([xshift=0em,yshift=0.6em]dot5.north) -- ([xshift=0em,yshift=-0.7em]dot2.south);
+\draw [->,thick] ([xshift=0em,yshift=0.6em]dot6.north) -- ([xshift=0em,yshift=-0.7em]dot3.south);
 
 \draw [<->,thick] ([xshift=0em,yshift=0em]wr1.east) -- ([xshift=0em,yshift=0em]wr2.west);
 \draw [<->,thick] ([xshift=0em,yshift=0em]wr2.east) -- ([xshift=0em,yshift=0em]wr3.west);
@@ -96,13 +96,13 @@
 \draw[->,thick] ([xshift=0em,yshift=-0em]wr3.north)..controls +(north:2em) and +(south:1em)..([xshift=-0em,yshift=-0em]c3.south west) ;
 \draw[->,thick] ([xshift=0em,yshift=-0em]sr4.north)..controls +(north:2em) and +(east:0em)..([xshift=-0em,yshift=-0em]c3.east) ;
 
-\draw [->,thick] ([xshift=0em,yshift=0em]c1.north) -- ([xshift=0em,yshift=0em]box3.south);
-\draw [->,thick] ([xshift=0em,yshift=0em]c2.north) -- ([xshift=0em,yshift=0em]box4.south);
-\draw [->,thick] ([xshift=0em,yshift=0em]c3.north) -- ([xshift=0em,yshift=0em]box5.south);
+\draw [->,thick] ([xshift=0em,yshift=0em]c1.north) -- ([xshift=0em,yshift=0em]m1.south);
+\draw [->,thick] ([xshift=0em,yshift=0em]c2.north) -- ([xshift=0em,yshift=0em]m3.south);
+\draw [->,thick] ([xshift=0em,yshift=0em]c3.north) -- ([xshift=0em,yshift=0em]m5.south);
 
-\node [anchor=north] (r1) at ([xshift=0em,yshift=-1em]w2.south) {词语RNN};
-\node [anchor=north] (r2) at ([xshift=3em,yshift=-1em]w5.south) {句法RNN};
-\node [anchor=north] (label1) at ([xshift=0em,yshift=-4em]dot4.south) {(a)平行结构};
+\node [anchor=north,font=\small] (r1) at ([xshift=0em,yshift=-1em]w2.south) {词语RNN};
+\node [anchor=north,font=\small] (r2) at ([xshift=3em,yshift=-1em]w5.south) {句法RNN};
+\node [anchor=north,font=\small] (label1) at ([xshift=0em,yshift=-3em]dot4.south) {(a)平行结构};
 
 \end{scope}
 }

Chapter15/Figures/figure-three-fusion-methods-of-tree-structure-information-3.tex

@@ -3,12 +3,12 @@
 \begin{center}
 \begin{tikzpicture}
 
-\tikzstyle{hnode}=[rectangle,inner sep=0mm,minimum height=1.8em,minimum width=3em,rounded corners=5pt,fill=red!30]
+\tikzstyle{hnode}=[rectangle,inner sep=0mm,minimum height=1.6em,minimum width=3em,rounded corners=5pt,fill=red!30]
 \tikzstyle{dotnode}=[inner sep=0mm,minimum height=0.5em,minimum width=1.5em]
-\tikzstyle{wnode}=[inner sep=0mm,minimum height=1.8em]
+\tikzstyle{wnode}=[inner sep=0mm,minimum height=1.6em]
 {\small
-\begin{scope}[]
-
+\begin{scope}[scale=1]
+\tikzstyle{every node}=[scale=1]
 \node [anchor=west,hnode] (n1) at (0,0) {$\mathbi{h}_{1}$};
 \node [anchor=west,hnode] (n2) at ([xshift=1em,yshift=0em]n1.east) {$\mathbi{h}_{2}$};
 \node [anchor=west,dotnode] (dot1) at ([xshift=1em,yshift=0em]n2.east) {$\cdots$};
@@ -18,14 +18,14 @@
 \node [anchor=west,dotnode] (dot3) at ([xshift=1em,yshift=0em]n4.east) {$\cdots$};
 \node [anchor=west,hnode] (n5) at ([xshift=1em,yshift=0em]dot3.east) {$\mathbi{h}_{10}$};
 
-\node [anchor=north,wnode,font=\footnotesize] (w1) at ([xshift=0em,yshift=-1em]n1.south) {$l_1$\ :\ S};
-\node [anchor=north,wnode,font=\footnotesize] (w2) at ([xshift=0em,yshift=-1em]n2.south) {$l_3$\ :\ NP};
-\node [anchor=north,dotnode] (dot4) at ([xshift=0em,yshift=-2.4em]dot1.south) {$\cdots$};
-\node [anchor=north,wnode,font=\footnotesize] (w3) at ([xshift=0em,yshift=-1em]n3.south) {$w_1$\ :\ I};
-\node [anchor=north,dotnode] (dot5) at ([xshift=0em,yshift=-2.2em]dot2.south) {$\cdots$};
-\node [anchor=north,wnode,font=\footnotesize] (w4) at ([xshift=0em,yshift=-1em]n4.south) {$w_2$\ :\ love};
-\node [anchor=north,dotnode] (dot6) at ([xshift=0em,yshift=-2.3em]dot3.south) {$\cdots$};
-\node [anchor=north,wnode,font=\footnotesize] (w5) at ([xshift=0em,yshift=-1em]n5.south) {$w_3$\ :\ dogs};
+\node [anchor=north,wnode,font=\footnotesize] (w1) at ([xshift=0em,yshift=-0.7em]n1.south) {$l_1$\ :\ S};
+\node [anchor=north,wnode,font=\footnotesize] (w2) at ([xshift=0em,yshift=-0.7em]n2.south) {$l_3$\ :\ NP};
+\node [anchor=north,dotnode] (dot4) at ([xshift=0em,yshift=-2em]dot1.south) {$\cdots$};
+\node [anchor=north,wnode,font=\footnotesize] (w3) at ([xshift=0em,yshift=-0.7em]n3.south) {$w_1$\ :\ I};
+\node [anchor=north,dotnode] (dot5) at ([xshift=0em,yshift=-2em]dot2.south) {$\cdots$};
+\node [anchor=north,wnode,font=\footnotesize] (w4) at ([xshift=0em,yshift=-0.7em]n4.south) {$w_2$\ :\ love};
+\node [anchor=north,dotnode] (dot6) at ([xshift=0em,yshift=-2em]dot3.south) {$\cdots$};
+\node [anchor=north,wnode,font=\footnotesize] (w5) at ([xshift=0em,yshift=-0.7em]n5.south) {$w_3$\ :\ dogs};
 
 
 \node [anchor=south,wnode] (h1) at ([xshift=0em,yshift=0.3em]n3.north) {${\mathbi{h}'}_1$\ :\ };
@@ -41,10 +41,10 @@
 \end{pgfonlayer}
 
 
-\node [anchor=east] (r1) at ([xshift=-2em,yshift=0em]box1.west) {词语RNN};
-
+\node [anchor=east,font=\small] (r1) at ([xshift=-2em,yshift=0em]box1.west) {混合RNN};
 
-\node [anchor=south west,wnode] (l1) at ([xshift=1em,yshift=6em]r1.north west) {先序遍历句法树，得到序列：};
+{\small
+\node [anchor=south west,wnode] (l1) at ([xshift=1em,yshift=5em]r1.north west) {先序遍历句法树，得到序列：};
 \node [anchor=north west,wnode,align=center] (l2) at ([xshift=0.5em,yshift=-0.6em]l1.north east) {S\\[0.5em]$l_1$};
 \node [anchor=north west,wnode,align=center] (l3) at ([xshift=0.5em,yshift=0em]l2.north east) {NP\\[0.5em]$l_2$};
 \node [anchor=north west,wnode,align=center] (l4) at ([xshift=0.5em,yshift=0em]l3.north east) {PRN\\[0.5em]$l_3$};
@@ -55,7 +55,7 @@
 \node [anchor=north west,wnode,align=center] (l9) at ([xshift=0.5em,yshift=0em]l8.north east) {NP\\[0.5em]$l_6$};
 \node [anchor=north west,wnode,align=center] (l10) at ([xshift=0.5em,yshift=0em]l9.north east) {NNS\\[0.5em]$l_7$};
 \node [anchor=north west,wnode,align=center] (l11) at ([xshift=0.5em,yshift=0em]l10.north east) {dogs\\[0.5em]$w_3$};
-
+}
 
 
 \draw [->,thick] ([xshift=0em,yshift=0em]w1.north) -- ([xshift=0em,yshift=0em]n1.south);
@@ -65,9 +65,9 @@
 \draw [->,thick] ([xshift=0em,yshift=0em]w5.north) -- ([xshift=0em,yshift=0em]n5.south);
 
 
-\draw [->,thick] ([xshift=0em,yshift=0.7em]dot4.north) -- ([xshift=0em,yshift=-0.7em]dot1.south);
-\draw [->,thick] ([xshift=0em,yshift=0.7em]dot5.north) -- ([xshift=0em,yshift=-0.7em]dot2.south);
-\draw [->,thick] ([xshift=0em,yshift=0.7em]dot6.north) -- ([xshift=0em,yshift=-0.7em]dot3.south);
+\draw [->,thick] ([xshift=0em,yshift=0.6em]dot4.north) -- ([xshift=0em,yshift=-0.7em]dot1.south);
+\draw [->,thick] ([xshift=0em,yshift=0.6em]dot5.north) -- ([xshift=0em,yshift=-0.7em]dot2.south);
+\draw [->,thick] ([xshift=0em,yshift=0.6em]dot6.north) -- ([xshift=0em,yshift=-0.7em]dot3.south);
 
 
 \draw [<->,thick] ([xshift=0em,yshift=0em]n1.east) -- ([xshift=0em,yshift=0em]n2.west);
@@ -79,7 +79,7 @@
 \draw [<->,thick] ([xshift=0em,yshift=0em]dot3.east) -- ([xshift=0em,yshift=0em]n5.west);
 
 
-\node [anchor=north] (label2) at ([xshift=-2em,yshift=-2em]w3.south) {(c)混合结构};
+\node [anchor=north,font=\small] (label2) at ([xshift=-2em,yshift=-1em]w3.south) {(c)混合结构};
 
 \end{scope}
 }