13、15章图

Chapter13/Figures/figure-bpe.tex

 \begin{tikzpicture}
-\tikzstyle{tnode} = [rectangle,inner sep=0em,minimum width=8em,minimum height=6.6em,rounded corners=5pt,fill=ugreen!20]
-\tikzstyle{pnode} = [rectangle,inner sep=0em,minimum width=8em,minimum height=6.6em,rounded corners=5pt,fill=yellow!20]
-\tikzstyle{mnode} = [rectangle,inner sep=0em,minimum width=8em,minimum height=6.6em,rounded corners=5pt,fill=red!20]
+\tikzstyle{tnode} = [rectangle,inner sep=0em,minimum width=8em,minimum height=6.6em,rounded corners=5pt,fill=ugreen!5,drop shadow]
+\tikzstyle{pnode} = [rectangle,inner sep=0em,minimum width=8em,minimum height=6.6em,rounded corners=5pt,fill=yellow!5,drop shadow]
+\tikzstyle{mnode} = [rectangle,inner sep=0em,minimum width=8em,minimum height=6.6em,rounded corners=5pt,fill=red!5,drop shadow]
 \tikzstyle{wnode} = [inner sep=0em,minimum height=1.5em]
 
 %第一排

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

@@ -4,8 +4,8 @@
 
 \begin{tikzpicture}
 
-\tikzstyle{rnnnode} = [draw,inner sep=4pt,minimum width=2em,minimum height=2em,rounded corners=1pt,fill=yellow!20]
-\tikzstyle{snode} = [draw,inner sep=4pt,minimum width=2em,minimum height=2em,rounded corners=1pt,fill=red!20]
+\tikzstyle{rnnnode} = [draw,inner sep=4pt,minimum width=2em,minimum height=2em,rounded corners=1pt,fill=yellow!15]
+\tikzstyle{snode} = [draw,inner sep=4pt,minimum width=2em,minimum height=2em,rounded corners=1pt,fill=red!15]
 \tikzstyle{wode} = [inner sep=0pt,minimum width=2em,minimum height=2em,rounded corners=0pt]
 
 \node [anchor=west,wode] (n1) at (0,0) {$y$};

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-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);