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13、15章图

parent 081e392c
正在显示 包含 142 行增加 和 170 行删除
Chapter13/Figures/figure-bpe.tex
\begin{tikzpicture} \begin{tikzpicture}
\tikzstyle{tnode} = [rectangle,inner sep=0em,minimum width=8em,minimum height=6.6em,rounded corners=5pt,fill=ugreen!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!20] \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!20] \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] \tikzstyle{wnode} = [inner sep=0em,minimum height=1.5em]
%第一排 %第一排
......
Chapter13/Figures/figure-curriculum-learning-framework.tex
...@@ -4,10 +4,10 @@ ...@@ -4,10 +4,10 @@
\tikzstyle{node}=[inner sep=0mm,minimum height=3em,minimum width=6em,rounded corners=5pt] \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=ugreen!15] (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=yellow!15] (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=red!15] (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=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]n1.east) -- ([xshift=0em,yshift=0em]n2.west);
\draw [->,very thick] ([xshift=0em,yshift=0em]n2.east) -- ([xshift=0em,yshift=0em]n3.west); \draw [->,very thick] ([xshift=0em,yshift=0em]n2.east) -- ([xshift=0em,yshift=0em]n3.west);
...@@ -23,8 +23,8 @@ ...@@ -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); \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} \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=gray!15] [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=orange!15] [fit = (n2) (n3) (n9) ] (g1) {};
\end{pgfonlayer} \end{pgfonlayer}
......
Chapter13/Figures/figure-exposure-bias.tex
...@@ -8,8 +8,8 @@ ...@@ -8,8 +8,8 @@
\begin{scope}[] \begin{scope}[]
\tikzstyle{rnnnode} = [draw,inner sep=2pt,minimum width=3em,minimum height=1.5em,rounded corners=1pt,fill=red!20] \tikzstyle{rnnnode} = [draw,inner sep=2pt,minimum width=3em,minimum height=1.5em,rounded corners=1pt,fill=red!15]
\tikzstyle{snode} = [draw,inner sep=2pt,minimum width=3em,minimum height=1.5em,rounded corners=1pt,fill=blue!20] \tikzstyle{snode} = [draw,inner sep=2pt,minimum width=3em,minimum height=1.5em,rounded corners=1pt,fill=blue!15]
\tikzstyle{ynode} = [inner sep=2pt,minimum width=3em,minimum height=1.5em,rounded corners=1pt] \tikzstyle{ynode} = [inner sep=2pt,minimum width=3em,minimum height=1.5em,rounded corners=1pt]
...@@ -63,44 +63,44 @@ ...@@ -63,44 +63,44 @@
\node [anchor=west] (y5) at ([xshift=0.5em,yshift=0em]y4.east) {${y}_{n}$}; \node [anchor=west] (y5) at ([xshift=0.5em,yshift=0em]y4.east) {${y}_{n}$};
\node [anchor=center,prob,minimum size=0.5*1em] (label11) at ([xshift=-0.1em,yshift=1em]y1.north) {.5}; \node [anchor=center,prob,minimum size=0.3em] (label11) at ([xshift=-0.1em,yshift=1em]y1.north) {};
\node [anchor=center,prob,minimum size=0.2em] (label12) at ([xshift=0em,yshift=1.3em]label11.center) {}; \node [anchor=center,prob,minimum size=0.3em] (label12) at ([xshift=0em,yshift=1.3em]label11.center) {};
\node [anchor=center,prob,minimum size=0.2em] (label13) at ([xshift=0em,yshift=1.3em]label12.center) {}; \node [anchor=center,prob,minimum size=0.3em] (label13) at ([xshift=0em,yshift=1.3em]label12.center) {};
\node [anchor=center,prob,minimum size=0.7*1em] (label14) at ([xshift=0em,yshift=1.3em]label13.center) {.7}; \node [anchor=center,prob,minimum size=1*1.2em] (label14) at ([xshift=0em,yshift=1.3em]label13.center) {1};
\node [anchor=center,prob,minimum size=0.2em] (label15) at ([xshift=0em,yshift=1.3em]label14.center) {}; \node [anchor=center,prob,minimum size=0.3em] (label15) at ([xshift=0em,yshift=1.3em]label14.center) {};
\begin{pgfonlayer}{background} \begin{pgfonlayer}{background}
\node [anchor=center,minimum size=1em,white] (up1) at ([xshift=0em,yshift=0em]label11.center) {}; \node [anchor=center,minimum size=1em,white] (up1) at ([xshift=0em,yshift=0em]label11.center) {};
\node [anchor=center,minimum size=1em,white] (down1) at ([xshift=0em,yshift=0em]label15.center) {}; \node [anchor=center,minimum size=1em,white] (down1) at ([xshift=0em,yshift=0em]label15.center) {};
\node [inner sep=0.3em,draw] [fit = (up1) (down1)] (prob1) {}; \node [inner sep=0.3em,draw] [fit = (up1) (down1)] (prob1) {};
\end{pgfonlayer} \end{pgfonlayer}
\node [anchor=center,prob,minimum size=0.2em] (label21) at ([xshift=-0.1em,yshift=1em]y2.north) {}; \node [anchor=center,prob,minimum size=0.3em] (label21) at ([xshift=-0.1em,yshift=1em]y2.north) {};
\node [anchor=center,prob,minimum size=0.9*1em] (label22) at ([xshift=0em,yshift=1.3em]label21.center) {.9}; \node [anchor=center,prob,minimum size=1*1.2em] (label22) at ([xshift=0em,yshift=1.3em]label21.center) {1};
\node [anchor=center,prob,minimum size=0.2em] (label23) at ([xshift=0em,yshift=1.3em]label22.center) {}; \node [anchor=center,prob,minimum size=0.3em] (label23) at ([xshift=0em,yshift=1.3em]label22.center) {};
\node [anchor=center,prob,minimum size=0.2em] (label24) at ([xshift=0em,yshift=1.3em]label23.center) {}; \node [anchor=center,prob,minimum size=0.3em] (label24) at ([xshift=0em,yshift=1.3em]label23.center) {};
\node [anchor=center,prob,minimum size=0.8*1em] (label25) at ([xshift=0em,yshift=1.3em]label24.center) {.8}; \node [anchor=center,prob,minimum size=0.3em] (label25) at ([xshift=0em,yshift=1.3em]label24.center) {};
\begin{pgfonlayer}{background} \begin{pgfonlayer}{background}
\node [anchor=center,minimum size=1em,white] (up2) at ([xshift=0em,yshift=0em]label21.center) {}; \node [anchor=center,minimum size=1em,white] (up2) at ([xshift=0em,yshift=0em]label21.center) {};
\node [anchor=center,minimum size=1em,white] (down2) at ([xshift=0em,yshift=0em]label25.center) {}; \node [anchor=center,minimum size=1em,white] (down2) at ([xshift=0em,yshift=0em]label25.center) {};
\node [inner sep=0.3em,draw] [fit = (up2) (down2)] (prob2) {}; \node [inner sep=0.3em,draw] [fit = (up2) (down2)] (prob2) {};
\end{pgfonlayer} \end{pgfonlayer}
\node [anchor=center,prob,minimum size=0.2em] (label31) at ([xshift=-0.1em,yshift=1em]y3.north) {}; \node [anchor=center,prob,minimum size=0.3em] (label31) at ([xshift=-0.1em,yshift=1em]y3.north) {};
\node [anchor=center,prob,minimum size=0.2em] (label32) at ([xshift=0em,yshift=1.3em]label31.center) {}; \node [anchor=center,prob,minimum size=0.3em] (label32) at ([xshift=0em,yshift=1.3em]label31.center) {};
\node [anchor=center,prob,minimum size=0.2em] (label33) at ([xshift=0em,yshift=1.3em]label32.center) {}; \node [anchor=center,prob,minimum size=0.3em] (label33) at ([xshift=0em,yshift=1.3em]label32.center) {};
\node [anchor=center,prob,minimum size=0.6*1em] (label34) at ([xshift=0em,yshift=1.3em]label33.center) {.6}; \node [anchor=center,prob,minimum size=1*1.2em] (label34) at ([xshift=0em,yshift=1.3em]label33.center) {1};
\node [anchor=center,prob,minimum size=0.2em] (label35) at ([xshift=0em,yshift=1.3em]label34.center) {}; \node [anchor=center,prob,minimum size=0.3em] (label35) at ([xshift=0em,yshift=1.3em]label34.center) {};
\begin{pgfonlayer}{background} \begin{pgfonlayer}{background}
\node [anchor=center,minimum size=1em,white] (up3) at ([xshift=0em,yshift=0em]label31.center) {}; \node [anchor=center,minimum size=1em,white] (up3) at ([xshift=0em,yshift=0em]label31.center) {};
\node [anchor=center,minimum size=1em,white] (down3) at ([xshift=0em,yshift=0em]label35.center) {}; \node [anchor=center,minimum size=1em,white] (down3) at ([xshift=0em,yshift=0em]label35.center) {};
\node [inner sep=0.3em,draw] [fit = (up3) (down3)] (prob3) {}; \node [inner sep=0.3em,draw] [fit = (up3) (down3)] (prob3) {};
\end{pgfonlayer} \end{pgfonlayer}
\node [anchor=center,prob,minimum size=0.5*1em] (label41) at ([xshift=-0.1em,yshift=1em]y5.north) {.5}; \node [anchor=center,prob,minimum size=0.3em] (label41) at ([xshift=-0.1em,yshift=1em]y5.north) {};
\node [anchor=center,prob,minimum size=0.2em] (label42) at ([xshift=0em,yshift=1.3em]label41.center) {}; \node [anchor=center,prob,minimum size=0.3em] (label42) at ([xshift=0em,yshift=1.3em]label41.center) {};
\node [anchor=center,prob,minimum size=0.8*1em] (label43) at ([xshift=0em,yshift=1.3em]label42.center) {.8}; \node [anchor=center,prob,minimum size=1*1.2em] (label43) at ([xshift=0em,yshift=1.3em]label42.center) {1};
\node [anchor=center,prob,minimum size=0.2em] (label44) at ([xshift=0em,yshift=1.3em]label43.center) {}; \node [anchor=center,prob,minimum size=0.3em] (label44) at ([xshift=0em,yshift=1.3em]label43.center) {};
\node [anchor=center,prob,minimum size=0.2em] (label45) at ([xshift=0em,yshift=1.3em]label44.center) {}; \node [anchor=center,prob,minimum size=0.3em] (label45) at ([xshift=0em,yshift=1.3em]label44.center) {};
\begin{pgfonlayer}{background} \begin{pgfonlayer}{background}
\node [anchor=center,minimum size=1em,white] (up4) at ([xshift=0em,yshift=0em]label41.center) {}; \node [anchor=center,minimum size=1em,white] (up4) at ([xshift=0em,yshift=0em]label41.center) {};
\node [anchor=center,minimum size=1em,white] (down4) at ([xshift=0em,yshift=0em]label45.center) {}; \node [anchor=center,minimum size=1em,white] (down4) at ([xshift=0em,yshift=0em]label45.center) {};
...@@ -114,7 +114,7 @@ ...@@ -114,7 +114,7 @@
\node [rectangle,inner sep=0.5em,rounded corners=5pt,very thick,dotted,draw=ugreen] [fit = (n10) (y1) (y5)] (b2) {}; \node [rectangle,inner sep=0.5em,rounded corners=5pt,very thick,dotted,draw=ugreen] [fit = (n10) (y1) (y5)] (b2) {};
\draw [->,dotted,very thick,ugreen] ([yshift=-0em]b1.east) .. controls +(east:1.7) and +(west:1) .. ([xshift=-0.1em]b2.west); \draw [->,dotted,very thick,ugreen] ([yshift=-0em]b1.east) .. controls +(east:1.7) and +(west:1) .. ([xshift=-0.1em]b2.west);
\node [anchor=east] (inputlabel1) at ([yshift=-0.2em]b1.west) {{\color{red} \footnotesize{人工标注数据}}}; \node [anchor=east] (inputlabel1) at ([yshift=-0.3em]b1.west) {{\color{red} \footnotesize{人工标注数据}}};
\end{pgfonlayer} \end{pgfonlayer}
...@@ -122,8 +122,8 @@ ...@@ -122,8 +122,8 @@
\begin{scope}[yshift=-2in] \begin{scope}[yshift=-2in]
\tikzstyle{rnnnode} = [draw,inner sep=2pt,minimum width=3em,minimum height=1.5em,rounded corners=1pt,fill=red!20] \tikzstyle{rnnnode} = [draw,inner sep=2pt,minimum width=3em,minimum height=1.5em,rounded corners=1pt,fill=red!15]
\tikzstyle{snode} = [draw,inner sep=2pt,minimum width=3em,minimum height=1.5em,rounded corners=1pt,fill=blue!20] \tikzstyle{snode} = [draw,inner sep=2pt,minimum width=3em,minimum height=1.5em,rounded corners=1pt,fill=blue!15]
\tikzstyle{ynode} = [inner sep=2pt,minimum width=3em,minimum height=1.5em,rounded corners=1pt] \tikzstyle{ynode} = [inner sep=2pt,minimum width=3em,minimum height=1.5em,rounded corners=1pt]
...@@ -181,44 +181,44 @@ ...@@ -181,44 +181,44 @@
\node [anchor=west] (y5) at ([xshift=0.5em,yshift=0em]y4.east) {$\tilde{y}_{n}$}; \node [anchor=west] (y5) at ([xshift=0.5em,yshift=0em]y4.east) {$\tilde{y}_{n}$};
\node [anchor=center,prob,minimum size=0.2em] (label11) at ([xshift=-0.1em,yshift=1em]y1.north) {}; \node [anchor=center,prob,minimum size=0.3em] (label11) at ([xshift=-0.1em,yshift=1em]y1.north) {};
\node [anchor=center,prob,minimum size=0.9*1em] (label12) at ([xshift=0em,yshift=1.3em]label11.center) {.9}; \node [anchor=center,prob,minimum size=0.4*1.8em] (label12) at ([xshift=0em,yshift=1.3em]label11.center) {.4};
\node [anchor=center,prob,minimum size=0.2em] (label13) at ([xshift=0em,yshift=1.3em]label12.center) {}; \node [anchor=center,prob,minimum size=0.3*1.8em] (label13) at ([xshift=0em,yshift=1.3em]label12.center) {.3};
\node [anchor=center,prob,minimum size=0.2em] (label14) at ([xshift=0em,yshift=1.3em]label13.center) {}; \node [anchor=center,prob,minimum size=0.3*1.8em] (label14) at ([xshift=0em,yshift=1.3em]label13.center) {.3};
\node [anchor=center,prob,minimum size=0.2em] (label15) at ([xshift=0em,yshift=1.3em]label14.center) {}; \node [anchor=center,prob,minimum size=0.3em] (label15) at ([xshift=0em,yshift=1.3em]label14.center) {};
\begin{pgfonlayer}{background} \begin{pgfonlayer}{background}
\node [anchor=center,minimum size=1em,white] (up1) at ([xshift=0em,yshift=0em]label11.center) {}; \node [anchor=center,minimum size=1em,white] (up1) at ([xshift=0em,yshift=0em]label11.center) {};
\node [anchor=center,minimum size=1em,white] (down1) at ([xshift=0em,yshift=0em]label15.center) {}; \node [anchor=center,minimum size=1em,white] (down1) at ([xshift=0em,yshift=0em]label15.center) {};
\node [inner sep=0.3em,draw] [fit = (up1) (down1)] (prob1) {}; \node [inner sep=0.3em,draw] [fit = (up1) (down1)] (prob1) {};
\end{pgfonlayer} \end{pgfonlayer}
\node [anchor=center,prob,minimum size=0.5*1em] (label21) at ([xshift=-0.1em,yshift=1em]y2.north) {.5}; \node [anchor=center,prob,minimum size=0.3*1.8em] (label21) at ([xshift=-0.1em,yshift=1em]y2.north) {.3};
\node [anchor=center,prob,minimum size=0.2em] (label22) at ([xshift=0em,yshift=1.3em]label21.center) {}; \node [anchor=center,prob,minimum size=0.3em] (label22) at ([xshift=0em,yshift=1.3em]label21.center) {};
\node [anchor=center,prob,minimum size=0.7*1em] (label23) at ([xshift=0em,yshift=1.3em]label22.center) {.7}; \node [anchor=center,prob,minimum size=0.7*1.8em] (label23) at ([xshift=0em,yshift=1.3em]label22.center) {.7};
\node [anchor=center,prob,minimum size=0.2em] (label24) at ([xshift=0em,yshift=1.3em]label23.center) {}; \node [anchor=center,prob,minimum size=0.3em] (label24) at ([xshift=0em,yshift=1.3em]label23.center) {};
\node [anchor=center,prob,minimum size=0.9*1em] (label25) at ([xshift=0em,yshift=1.3em]label24.center) {.9}; \node [anchor=center,prob,minimum size=0.3em] (label25) at ([xshift=0em,yshift=1.3em]label24.center) {};
\begin{pgfonlayer}{background} \begin{pgfonlayer}{background}
\node [anchor=center,minimum size=1em,white] (up2) at ([xshift=0em,yshift=0em]label21.center) {}; \node [anchor=center,minimum size=1em,white] (up2) at ([xshift=0em,yshift=0em]label21.center) {};
\node [anchor=center,minimum size=1em,white] (down2) at ([xshift=0em,yshift=0em]label25.center) {}; \node [anchor=center,minimum size=1em,white] (down2) at ([xshift=0em,yshift=0em]label25.center) {};
\node [inner sep=0.3em,draw] [fit = (up2) (down2)] (prob2) {}; \node [inner sep=0.3em,draw] [fit = (up2) (down2)] (prob2) {};
\end{pgfonlayer} \end{pgfonlayer}
\node [anchor=center,prob,minimum size=0.2em] (label31) at ([xshift=-0.1em,yshift=1em]y3.north) {}; \node [anchor=center,prob,minimum size=0.3em] (label31) at ([xshift=-0.1em,yshift=1em]y3.north) {};
\node [anchor=center,prob,minimum size=0.9*1em] (label32) at ([xshift=0em,yshift=1.3em]label31.center) {.9}; \node [anchor=center,prob,minimum size=0.3*1.8em] (label32) at ([xshift=0em,yshift=1.3em]label31.center) {.3};
\node [anchor=center,prob,minimum size=0.2em] (label33) at ([xshift=0em,yshift=1.3em]label32.center) {}; \node [anchor=center,prob,minimum size=0.3em] (label33) at ([xshift=0em,yshift=1.3em]label32.center) {};
\node [anchor=center,prob,minimum size=0.5*1em] (label34) at ([xshift=0em,yshift=1.3em]label33.center) {.5}; \node [anchor=center,prob,minimum size=0.5*1.8em] (label34) at ([xshift=0em,yshift=1.3em]label33.center) {.5};
\node [anchor=center,prob,minimum size=0.8*1em] (label35) at ([xshift=0em,yshift=1.3em]label34.center) {.8}; \node [anchor=center,prob,minimum size=0.2*1.8em] (label35) at ([xshift=0em,yshift=1.3em]label34.center) {.2};
\begin{pgfonlayer}{background} \begin{pgfonlayer}{background}
\node [anchor=center,minimum size=1em,white] (up3) at ([xshift=0em,yshift=0em]label31.center) {}; \node [anchor=center,minimum size=1em,white] (up3) at ([xshift=0em,yshift=0em]label31.center) {};
\node [anchor=center,minimum size=1em,white] (down3) at ([xshift=0em,yshift=0em]label35.center) {}; \node [anchor=center,minimum size=1em,white] (down3) at ([xshift=0em,yshift=0em]label35.center) {};
\node [inner sep=0.3em,draw] [fit = (up3) (down3)] (prob3) {}; \node [inner sep=0.3em,draw] [fit = (up3) (down3)] (prob3) {};
\end{pgfonlayer} \end{pgfonlayer}
\node [anchor=center,prob,minimum size=0.2em] (label41) at ([xshift=-0.1em,yshift=1em]y5.north) {}; \node [anchor=center,prob,minimum size=0.3em] (label41) at ([xshift=-0.1em,yshift=1em]y5.north) {};
\node [anchor=center,prob,minimum size=0.2em] (label42) at ([xshift=0em,yshift=1.3em]label41.center) {}; \node [anchor=center,prob,minimum size=0.4*1.8em] (label42) at ([xshift=0em,yshift=1.3em]label41.center) {.4};
\node [anchor=center,prob,minimum size=0.2em] (label43) at ([xshift=0em,yshift=1.3em]label42.center) {}; \node [anchor=center,prob,minimum size=0.4*1.8em] (label43) at ([xshift=0em,yshift=1.3em]label42.center) {.4};
\node [anchor=center,prob,minimum size=0.5*1em] (label44) at ([xshift=0em,yshift=1.3em]label43.center) {.5}; \node [anchor=center,prob,minimum size=0.2*1.8em] (label44) at ([xshift=0em,yshift=1.3em]label43.center) {.2};
\node [anchor=center,prob,minimum size=0.2em] (label45) at ([xshift=0em,yshift=1.3em]label44.center) {}; \node [anchor=center,prob,minimum size=0.3em] (label45) at ([xshift=0em,yshift=1.3em]label44.center) {};
\begin{pgfonlayer}{background} \begin{pgfonlayer}{background}
\node [anchor=center,minimum size=1em,white] (up4) at ([xshift=0em,yshift=0em]label41.center) {}; \node [anchor=center,minimum size=1em,white] (up4) at ([xshift=0em,yshift=0em]label41.center) {};
\node [anchor=center,minimum size=1em,white] (down4) at ([xshift=0em,yshift=0em]label45.center) {}; \node [anchor=center,minimum size=1em,white] (down4) at ([xshift=0em,yshift=0em]label45.center) {};
...@@ -233,7 +233,7 @@ ...@@ -233,7 +233,7 @@
\node [rectangle,inner sep=0.5em,rounded corners=5pt,very thick,dotted,draw=ublue] [fit = (n10) (y1) (y5)] (b2) {}; \node [rectangle,inner sep=0.5em,rounded corners=5pt,very thick,dotted,draw=ublue] [fit = (n10) (y1) (y5)] (b2) {};
\draw [->,dotted,very thick,ublue] ([xshift=-0em,yshift=-0em]b1.east) .. controls +(east:1.7) and +(west:1) .. ([xshift=-0.1em]b2.west); \draw [->,dotted,very thick,ublue] ([xshift=-0em,yshift=-0em]b1.east) .. controls +(east:1.7) and +(west:1) .. ([xshift=-0.1em]b2.west);
\node [anchor=east] (inputlabel1) at ([yshift=-0.2em]b1.west) {{\color{red} \footnotesize{系统预测结果}}}; \node [anchor=east] (inputlabel1) at ([yshift=-0.3em]b1.west) {{\color{red} \footnotesize{系统预测结果}}};
\end{pgfonlayer} \end{pgfonlayer}
......
Chapter13/Figures/figure-framework-of-Adversarial-Neural-machine-translation.tex
...@@ -4,8 +4,8 @@ ...@@ -4,8 +4,8 @@
\begin{tikzpicture} \begin{tikzpicture}
\tikzstyle{rnnnode} = [draw,inner sep=4pt,minimum width=2em,minimum height=2em,rounded corners=1pt,fill=yellow!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!20] \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] \tikzstyle{wode} = [inner sep=0pt,minimum width=2em,minimum height=2em,rounded corners=0pt]
\node [anchor=west,wode] (n1) at (0,0) {$y$}; \node [anchor=west,wode] (n1) at (0,0) {$y$};
......
Chapter13/Figures/figure-of-scheduling-sampling-method.tex
...@@ -4,8 +4,8 @@ ...@@ -4,8 +4,8 @@
\begin{tikzpicture} \begin{tikzpicture}
\tikzstyle{rnnnode} = [draw,inner sep=2pt,minimum width=4em,minimum height=2em,rounded corners=1pt,fill=red!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!20] \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] \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} \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$p$}; \node[anchor=south,inner sep=0mm,font=\small] (a1) at ([xshift=0em,yshift=1em]n1.north) {演员$p$};
......
Chapter15/Figures/figure-attention-distribution-based-on-gaussian-distribution.tex
%%%------------------------------------------------------------------------------------------------------------ %%%------------------------------------------------------------------------------------------------------------
%%% 调序模型1：基于距离的调序
\begin{center} \begin{center}
\begin{tikzpicture} \begin{tikzpicture}
...@@ -10,34 +10,27 @@ ...@@ -10,34 +10,27 @@
\begin{scope} \begin{scope}
\node [anchor=north west,cirnode] (c1) at (0, 0) {}; \node [anchor=north west,circle,inner sep=4pt] (c1) at (0, 0) {};
\draw[-,dotted] ([xshift=-1em,yshift=-0.5em]c1.south)--([xshift=9.3em,yshift=-0.5em]c1.south); \draw[-,dotted] ([xshift=-1em,yshift=-0.5em]c1.south)--([xshift=9.3em,yshift=-0.5em]c1.south);
\draw[-,dotted] ([xshift=-1em,yshift=-2em]c1.south)--([xshift=9.3em,yshift=-2em]c1.south); \draw[-,dotted] ([xshift=-1em,yshift=-2em]c1.south)--([xshift=9.3em,yshift=-2em]c1.south);
\draw[-,dotted] ([xshift=-1em,yshift=-3.5em]c1.south)--([xshift=9.3em,yshift=-3.5em]c1.south); \draw[-,dotted] ([xshift=-1em,yshift=-3.5em]c1.south)--([xshift=9.3em,yshift=-3.5em]c1.south);
\draw[-,dotted] ([xshift=-1em,yshift=-5em]c1.south)--([xshift=9.3em,yshift=-5em]c1.south); \draw[-,dotted] ([xshift=-1em,yshift=-5em]c1.south)--([xshift=9.3em,yshift=-5em]c1.south);
\node [anchor=north,cirnode] (c2) at ([xshift=0em,yshift=-5.5em]c1.south) {}; \node [anchor=south,colnode,minimum height=1.6em,minimum width=1em] (b1) at ([xshift=0em,yshift=-5em]c1.south) {};
\node [anchor=west,cirnode] (c3) at ([xshift=0.6em,yshift=0em]c2.east) {}; \node [anchor=south,colnode,minimum height=4.1em,minimum width=1em] (b2) at ([xshift=1.67em,yshift=0em]b1.south) {};
\node [anchor=west,cirnode] (c4) at ([xshift=0.6em,yshift=0em]c3.east) {}; \node [anchor=south,colnode,minimum height=0.8em,minimum width=1em] (b3) at ([xshift=1.67em,yshift=0em]b2.south) {};
\node [anchor=west,cirnode] (c5) at ([xshift=0.6em,yshift=0em]c4.east) {}; \node [anchor=south,colnode,minimum height=0.4em,minimum width=1em] (b4) at ([xshift=1.67em,yshift=0em]b3.south) {};
\node [anchor=west,cirnode] (c6) at ([xshift=0.6em,yshift=0em]c5.east) {}; \node [anchor=south,colnode,minimum height=0.15em,minimum width=1em] (b5) at ([xshift=1.67em,yshift=0em]b4.south) {};
\node [anchor=west,cirnode] (c7) at ([xshift=0.6em,yshift=0em]c6.east) {}; \node [anchor=south,colnode,minimum height=0.15em,minimum width=1em] (b6) at ([xshift=1.67em,yshift=0em]b5.south) {};
\node [anchor=south,colnode,minimum height=1.6em,minimum width=1em] (b1) at ([xshift=0em,yshift=0.5em]c2.north) {};
\node [anchor=south,colnode,minimum height=4.1em,minimum width=1em] (b2) at ([xshift=0em,yshift=0.5em]c3.north) {};
\node [anchor=south,colnode,minimum height=0.8em,minimum width=1em] (b3) at ([xshift=0em,yshift=0.5em]c4.north) {};
\node [anchor=south,colnode,minimum height=0.4em,minimum width=1em] (b4) at ([xshift=0em,yshift=0.5em]c5.north) {};
\node [anchor=south,colnode,minimum height=0.15em,minimum width=1em] (b5) at ([xshift=0em,yshift=0.5em]c6.north) {};
\node [anchor=south,colnode,minimum height=0.15em,minimum width=1em] (b6) at ([xshift=0em,yshift=0.5em]c7.north) {};
{\scriptsize {\scriptsize
\node [anchor=center] (n1) at ([xshift=0em,yshift=-1em]c2.south){\color{orange}Bush}; \node [anchor=center] (n1) at ([xshift=0em,yshift=-1em]b1.south){\color{orange}It};
\node [anchor=west] (n2) at ([xshift=-0.2em,yshift=0em]n1.east){\color{ugreen!30}held}; \node [anchor=west] (n2) at ([xshift=1em,yshift=0em]n1.east){\color{ugreen}is};
\node [anchor=west] (n3) at ([xshift=0.35em,yshift=0em]n2.east){a}; \node [anchor=west] (n3) at ([xshift=1em,yshift=-0.1em]n2.east){a};
\node [anchor=west] (n4) at ([xshift=0.5em,yshift=0em]n3.east){talk}; \node [anchor=west] (n4) at ([xshift=0.5em,yshift=0.1em]n3.east){nice};
\node [anchor=west] (n5) at ([xshift=-0.3em,yshift=0em]n4.east){with}; \node [anchor=west] (n5) at ([xshift=0em,yshift=-0.1em]n4.east){day};
\node [anchor=west] (n6) at ([xshift=-0.3em,yshift=0em]n5.east){Sharon}; \node [anchor=west] (n6) at ([xshift=-0.1em,yshift=0em]n5.east){today};
} }
\node [anchor=north] (l1) at ([xshift=1em,yshift=-1em]n3.south){\small {(a)原始分布}}; \node [anchor=north] (l1) at ([xshift=1em,yshift=-1em]n3.south){\small {(a)原始分布}};
...@@ -56,53 +49,31 @@ ...@@ -56,53 +49,31 @@
\draw[-,dotted] ([xshift=-1em,yshift=-3.5em]c1.south)--([xshift=9.3em,yshift=-3.5em]c1.south); \draw[-,dotted] ([xshift=-1em,yshift=-3.5em]c1.south)--([xshift=9.3em,yshift=-3.5em]c1.south);
\draw[-,dotted] ([xshift=-1em,yshift=-5em]c1.south)--([xshift=9.3em,yshift=-5em]c1.south); \draw[-,dotted] ([xshift=-1em,yshift=-5em]c1.south)--([xshift=9.3em,yshift=-5em]c1.south);
\node [anchor=north,cirnode] (c2) at ([xshift=0em,yshift=-5.5em]c1.south) {}; \node [anchor=south,inner sep=0.1pt,minimum height=1.6em,minimum width=1em] (b1) at ([xshift=0em,yshift=-5em]c1.south) {};
\node [anchor=west,cirnode] (c3) at ([xshift=0.6em,yshift=0em]c2.east) {}; \node [anchor=south,inner sep=0.1pt,minimum height=4.1em,minimum width=1em] (b2) at ([xshift=1.67em,yshift=0em]b1.south) {};
\node [anchor=west,cirnode] (c4) at ([xshift=0.6em,yshift=0em]c3.east) {}; \node [anchor=south,inner sep=0.1pt,minimum height=0.8em,minimum width=1em] (b3) at ([xshift=1.67em,yshift=0em]b2.south) {};
\node [anchor=west,cirnode] (c5) at ([xshift=0.6em,yshift=0em]c4.east) {}; \node [anchor=south,inner sep=0.1pt,minimum height=0.4em,minimum width=1em] (b4) at ([xshift=1.67em,yshift=0em]b3.south) {};
\node [anchor=west,cirnode] (c6) at ([xshift=0.6em,yshift=0em]c5.east) {}; \node [anchor=south,inner sep=0.1pt,minimum height=0.15em,minimum width=1em] (b5) at ([xshift=1.67em,yshift=0em]b4.south) {};
\node [anchor=west,cirnode] (c7) at ([xshift=0.6em,yshift=0em]c6.east) {}; \node [anchor=south,inner sep=0.1pt,minimum height=0.15em,minimum width=1em] (b6) at ([xshift=1.67em,yshift=0em]b5.south) {};
\node [anchor=south,inner sep=0.1pt,minimum height=1.6em,minimum width=1em] (b1) at ([xshift=0em,yshift=0.5em]c2.north) {};
\node [anchor=south,inner sep=0.1pt,minimum height=4.1em,minimum width=1em] (b2) at ([xshift=0em,yshift=0.5em]c3.north) {};
\node [anchor=south,inner sep=0.1pt,minimum height=0.8em,minimum width=1em] (b3) at ([xshift=0em,yshift=0.5em]c4.north) {};
\node [anchor=south,inner sep=0.1pt,minimum height=0.4em,minimum width=1em] (b4) at ([xshift=0em,yshift=0.5em]c5.north) {};
\node [anchor=south,inner sep=0.1pt,minimum height=0.15em,minimum width=1em] (b5) at ([xshift=0em,yshift=0.5em]c6.north) {};
\node [anchor=south,inner sep=0.1pt,minimum height=0.15em,minimum width=1em] (b6) at ([xshift=0em,yshift=0.5em]c7.north) {};
{\scriptsize {\scriptsize
\node [anchor=center] (n1) at ([xshift=0em,yshift=-1em]c2.south){\color{orange}Bush}; \node [anchor=center] (n1) at ([xshift=0em,yshift=-1em]b1.south){\color{orange}It};
\node [anchor=west] (n2) at ([xshift=-0.2em,yshift=0em]n1.east){held}; \node [anchor=west] (n2) at ([xshift=0.5em,yshift=0em]n1.east){is};
\node [anchor=west] (n3) at ([xshift=0.35em,yshift=0em]n2.east){a}; \node [anchor=west] (n3) at ([xshift=0.5em,yshift=-0.1em]n2.east){a};
\node [anchor=west] (n4) at ([xshift=0.5em,yshift=0em]n3.east){\color{blue!60}talk}; \node [anchor=west] (n4) at ([xshift=0.5em,yshift=0.1em]n3.east){\color{blue}nice};
\node [anchor=west] (n5) at ([xshift=-0.3em,yshift=0em]n4.east){with}; \node [anchor=west] (n5) at ([xshift=0em,yshift=-0.1em]n4.east){day};
\node [anchor=west] (n6) at ([xshift=-0.3em,yshift=0em]n5.east){Sharon}; \node [anchor=west] (n6) at ([xshift=0em,yshift=0em]n5.east){today};
} }
%\node [anchor=west,show] (s1) at (-0.5em,-5.7em){}; \draw [-,blue!60,thick] ([xshift=-1em,yshift=-4.7em]c1.south) cos(2em,-4em) sin (4.4em,-1.7em) cos(7.3em,-4em) sin([xshift=9.3em,yshift=-4.7em]c1.south);
%\node [anchor=west,show] (s2) at (-0.2em,-5.6em){}; %\draw[-,blue!60,thick] ([xshift=-1em,yshift=-4.7em]c1.south)..controls (3.8em,-6em) and (3.9em,3.6em)..([xshift=9.3em,yshift=-4.3em]c1.south);
%\node [anchor=west,show] (s3) at (1.1em,-5.5em){};
%\node [anchor=west,show] (s11) at (1.9em,-5em){};
%\node [anchor=west,show] (s4) at (3em,-4em){};
%\node [anchor=west,show] (s5) at (3.7em,-3em){};
%\node [anchor=west,show] (s12) at (4.2em,-2.2em){};
%\node [anchor=west,show] (s6) at (5.3em,-1.4em){};
%\node [anchor=west,show] (s7) at (6.3em,-2em){};
%\node [anchor=west,show] (s13) at (7.4em,-3em){};
%\node [anchor=west,show] (s8) at (8.4em,-3.9em){};
%\node [anchor=west,show] (s9) at (8.9em,-4.5em){};
%\node [anchor=west,show] (s10) at (9.3em,-5em){};
%\draw[-,blue!60,thick] (-0.5em,-5.7em)..controls (-0.2em,-5.6em) and (1.1em,-5.5em)..(1.9em,-5em)..controls (3em,-4em) and (3.7em,-3em)..(4.2em,-2.2em)..controls (5.3em,-1.4em) and (6.3em,-2em)..(7.4em,-3em)..controls (8.4em,-3.9em) and (8.9em,-4.5em)..(9.3em,-5em);
%\draw[-,blue!60,thick] (-1em,-6em)..controls (0em,-5.7em) and (1em,-5em)..(1.6em,-4.3em)..controls (5.3em,1em) and (7.4em,-2em)..(9.3em,-5em);
\draw[-,blue!60,thick] ([xshift=-1em,yshift=-4.7em]c1.south)..controls (3.8em,-6em) and (3.9em,3.6em)..([xshift=9.3em,yshift=-4.3em]c1.south);
\node [anchor=north] (l1) at ([xshift=1em,yshift=-1em]n3.south){\small {(b)高斯分布}}; \node [anchor=north] (l1) at ([xshift=1em,yshift=-1em]n3.south){\small {(b)高斯分布}};
\draw[-,very thick] ([xshift=1.2em,yshift=2.2em]b6.north)--([xshift=1.7em,yshift=2.2em]b6.north); \draw[-,very thick] ([xshift=1.2em,yshift=2.2em]b6.north)--([xshift=1.7em,yshift=2.2em]b6.north);
\draw[-,very thick] ([xshift=1.2em,yshift=1.9em]b6.north)--([xshift=1.7em,yshift=1.9em]b6.north); \draw[-,very thick] ([xshift=1.2em,yshift=1.9em]b6.north)--([xshift=1.7em,yshift=1.9em]b6.north);
\node [anchor=south] (t1) at ([xshift=0em,yshift=6.7em]n4.north){$D_i$}; \node [anchor=south] (t1) at ([xshift=0em,yshift=5.7em]n4.north){$D_i$};
\draw[->] ([xshift=0em,yshift=0em]t1.west)--([xshift=-1em,yshift=0em]t1.west); \draw[->] ([xshift=0em,yshift=0em]t1.west)--([xshift=-1em,yshift=0em]t1.west);
\draw[->] ([xshift=0em,yshift=0em]t1.east)--([xshift=1em,yshift=0em]t1.east); \draw[->] ([xshift=0em,yshift=0em]t1.east)--([xshift=1em,yshift=0em]t1.east);
\draw[-] ([xshift=1em,yshift=-0.5em]t1.east)--([xshift=1em,yshift=0.5em]t1.east); \draw[-] ([xshift=1em,yshift=-0.5em]t1.east)--([xshift=1em,yshift=0.5em]t1.east);
...@@ -112,34 +83,27 @@ ...@@ -112,34 +83,27 @@
\begin{scope}[xshift=8.8cm,yshift=0em] \begin{scope}[xshift=8.8cm,yshift=0em]
\node [anchor=north west,cirnode] (c1) at (0, 0) {}; \node [anchor=north west,circle,inner sep=4pt] (c1) at (0, 0) {};
\draw[-,dotted] ([xshift=-1em,yshift=-0.5em]c1.south)--([xshift=9.3em,yshift=-0.5em]c1.south); \draw[-,dotted] ([xshift=-1em,yshift=-0.5em]c1.south)--([xshift=9.3em,yshift=-0.5em]c1.south);
\draw[-,dotted] ([xshift=-1em,yshift=-2em]c1.south)--([xshift=9.3em,yshift=-2em]c1.south); \draw[-,dotted] ([xshift=-1em,yshift=-2em]c1.south)--([xshift=9.3em,yshift=-2em]c1.south);
\draw[-,dotted] ([xshift=-1em,yshift=-3.5em]c1.south)--([xshift=9.3em,yshift=-3.5em]c1.south); \draw[-,dotted] ([xshift=-1em,yshift=-3.5em]c1.south)--([xshift=9.3em,yshift=-3.5em]c1.south);
\draw[-,dotted] ([xshift=-1em,yshift=-5em]c1.south)--([xshift=9.3em,yshift=-5em]c1.south); \draw[-,dotted] ([xshift=-1em,yshift=-5em]c1.south)--([xshift=9.3em,yshift=-5em]c1.south);
\node [anchor=north,cirnode] (c2) at ([xshift=0em,yshift=-5.5em]c1.south) {}; \node [anchor=south,colnode,minimum height=0.15em,minimum width=1em] (b1) at ([xshift=0em,yshift=-5em]c1.south) {};
\node [anchor=west,cirnode] (c3) at ([xshift=0.6em,yshift=0em]c2.east) {}; \node [anchor=south,colnode,minimum height=4.2em,minimum width=1em] (b2) at ([xshift=1.67em,yshift=0em]b1.south) {};
\node [anchor=west,cirnode] (c4) at ([xshift=0.6em,yshift=0em]c3.east) {}; \node [anchor=south,colnode,minimum height=3.7em,minimum width=1em] (b3) at ([xshift=1.67em,yshift=0em]b2.south) {};
\node [anchor=west,cirnode] (c5) at ([xshift=0.6em,yshift=0em]c4.east) {}; \node [anchor=south,colnode,minimum height=4.2em,minimum width=1em] (b4) at ([xshift=1.67em,yshift=0em]b3.south) {};
\node [anchor=west,cirnode] (c6) at ([xshift=0.6em,yshift=0em]c5.east) {}; \node [anchor=south,colnode,minimum height=0.8em,minimum width=1em] (b5) at ([xshift=1.67em,yshift=0em]b4.south) {};
\node [anchor=west,cirnode] (c7) at ([xshift=0.6em,yshift=0em]c6.east) {}; \node [anchor=south,colnode,minimum height=0.15em,minimum width=1em] (b6) at ([xshift=1.67em,yshift=0em]b5.south) {};
\node [anchor=south,colnode,minimum height=0.15em,minimum width=1em] (b1) at ([xshift=0em,yshift=0.5em]c2.north) {};
\node [anchor=south,colnode,minimum height=4.2em,minimum width=1em] (b2) at ([xshift=0em,yshift=0.5em]c3.north) {};
\node [anchor=south,colnode,minimum height=3.7em,minimum width=1em] (b3) at ([xshift=0em,yshift=0.5em]c4.north) {};
\node [anchor=south,colnode,minimum height=4.2em,minimum width=1em] (b4) at ([xshift=0em,yshift=0.5em]c5.north) {};
\node [anchor=south,colnode,minimum height=0.8em,minimum width=1em] (b5) at ([xshift=0em,yshift=0.5em]c6.north) {};
\node [anchor=south,colnode,minimum height=0.15em,minimum width=1em] (b6) at ([xshift=0em,yshift=0.5em]c7.north) {};
{\scriptsize {\scriptsize
\node [anchor=center] (n1) at ([xshift=0em,yshift=-1em]c2.south){\color{orange}Bush}; \node [anchor=center] (n1) at ([xshift=0em,yshift=-1em]b1.south){\color{orange}It};
\node [anchor=west] (n2) at ([xshift=-0.2em,yshift=0em]n1.east){\color{ugreen!30}held}; \node [anchor=west] (n2) at ([xshift=1em,yshift=0em]n1.east){\color{ugreen}is};
\node [anchor=west] (n3) at ([xshift=0.35em,yshift=0em]n2.east){\color{ugreen!30}a}; \node [anchor=west] (n3) at ([xshift=1em,yshift=-0.1em]n2.east){\color{ugreen}a};
\node [anchor=west] (n4) at ([xshift=0.5em,yshift=0em]n3.east){\color{ugreen!30}talk}; \node [anchor=west] (n4) at ([xshift=0.5em,yshift=0.1em]n3.east){\color{ugreen}nice};
\node [anchor=west] (n5) at ([xshift=-0.3em,yshift=0em]n4.east){with}; \node [anchor=west] (n5) at ([xshift=0em,yshift=-0.1em]n4.east){day};
\node [anchor=west] (n6) at ([xshift=-0.3em,yshift=0em]n5.east){Sharon}; \node [anchor=west] (n6) at ([xshift=-0.1em,yshift=0em]n5.east){today};
} }
\node [anchor=north] (l1) at ([xshift=1em,yshift=-1em]n3.south){\small {(c)修改后的分布}}; \node [anchor=north] (l1) at ([xshift=1em,yshift=-1em]n3.south){\small {(c)修改后的分布}};
......
Chapter15/Figures/figure-layer-fusion-method-2d.tex
...@@ -7,9 +7,9 @@ ...@@ -7,9 +7,9 @@
\tikzstyle{vlnode}=[rectangle,inner sep=0mm,minimum height=1em,minimum width=5em,rounded corners=2pt,draw] \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=west,lnode] (n1) at (0, 0) {$\mathbi{h}_3$};
\node [anchor=north west,lnode] (n2) at ([xshift=0em,yshift=-0.5em]n1.south west) {$\mathbi{g}^2$}; \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) {$\mathbi{g}^1$}; \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}; \node [anchor=south] (d1) at ([xshift=0em,yshift=0.2em]n1.north) {1D};
......
Chapter15/Figures/figure-layer-fusion-method.tex
...@@ -19,7 +19,7 @@ ...@@ -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=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 @@ ...@@ -61,11 +61,11 @@
\draw [->,thick] ([xshift=0em,yshift=0em]n5.east) -- ([xshift=0em,yshift=0em]n6.west); \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]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]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) -- ([xshift=0em,yshift=0em]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) -- ([xshift=0em,yshift=0em]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) -- ([xshift=0em,yshift=0em]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) -- ([xshift=0em,yshift=0em]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]n10.east) -- ([xshift=0em,yshift=0em]n11.west);
\draw [->,thick] ([xshift=0em,yshift=0em]n11.east) -- ([xshift=0em,yshift=0em]n12.west); \draw [->,thick] ([xshift=0em,yshift=0em]n11.east) -- ([xshift=0em,yshift=0em]n12.west);
...@@ -74,10 +74,10 @@ ...@@ -74,10 +74,10 @@
\draw [->,thick] ([xshift=0em,yshift=0em]n14.east) -- ([xshift=0em,yshift=0em]n15.west); \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]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)..controls +(south:1.2em) and +(north:1.5em)..([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)..controls +(south:1.3em) and +(north:1.2em)..([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)..controls +(south:1.3em) and +(north:1.2em)..([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:1.5em) and +(north:1.5em)..([xshift=0em,yshift=0em]n15.north);
......
Chapter15/Figures/figure-light-weight-transformer-module.tex
...@@ -3,9 +3,9 @@ ...@@ -3,9 +3,9 @@
\begin{center} \begin{center}
\begin{tikzpicture} \begin{tikzpicture}
\tikzstyle{manode}=[rectangle,inner sep=0mm,minimum height=4em,minimum width=4em,rounded corners=5pt,thick,draw,fill=blue!20] \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!20,draw] \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=green!20,draw] \tikzstyle{ebnode}=[rectangle,inner sep=0mm,minimum height=1.8em,minimum width=10em,rounded corners=5pt,thick,fill=ugreen!15,draw]
\begin{scope}[] \begin{scope}[]
...@@ -33,6 +33,11 @@ ...@@ -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); \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{scope}
\end{tikzpicture} \end{tikzpicture}
\end{center} \end{center}
\ No newline at end of file
Chapter15/Figures/figure-multi-scale-local-modeling.tex
\begin{tikzpicture} \begin{tikzpicture}
\begin{scope} \begin{scope}
\tikzstyle{cirnode}=[circle,minimum size=3.7em,draw] \tikzstyle{cirnode}=[circle,minimum size=3em,font=\footnotesize,draw]
\tikzstyle{recnode}=[rectangle,rounded corners=2pt,inner sep=0mm,minimum height=1.5em,minimum width=4em,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] (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] (n2) at ([xshift=1.2em,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] (n3) at ([xshift=1.2em,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] (n4) at ([xshift=1.2em,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] (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) {}; \begin{pgfonlayer}{background}
\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=4.5em,minimum width=21em,very thick,draw] (c3) 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) {}; \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,fill=red!20] (r1) at ([xshift=-3.5em,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,fill=orange!20] (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=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) {$\mathbi{h}_{i}^{l+1}$}; \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,orange!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,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=-4.73em,yshift=0em]c3.north) -- ([xshift=0em,yshift=0em]r1.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]r1.north) -- ([xshift=0em,yshift=0em]n6.south west);
\draw [->] ([xshift=0em,yshift=0em]r2.north) -- ([xshift=0em,yshift=0em]n6.south); \draw [->] ([xshift=0em,yshift=0em]r2.north) -- ([xshift=0em,yshift=0em]n6.south);
......
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