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合并分支 'caorunzhe' 到 'master' 

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Chapter16/Figures/figure-application-process-of-back-translation.tex
...@@ -4,9 +4,9 @@ ...@@ -4,9 +4,9 @@
\tikzstyle{bignode} = [,inner sep=0.3em,draw=black,line width=0.6pt,rounded corners=2pt,minimum width=3.0em] \tikzstyle{bignode} = [,inner sep=0.3em,draw=black,line width=0.6pt,rounded corners=2pt,minimum width=3.0em]
\node [anchor=center] (node1-1) at (0,0) {{汉语}}; \node [anchor=center] (node1-1) at (0,0) {\small{汉语}};
\node [anchor=west] (node1-2) at ([xshift=0.8em]node1-1.east) {{英语}}; \node [anchor=west] (node1-2) at ([xshift=0.8em]node1-1.east) {\small{英语}};
\node [anchor=north] (node1-3) at ([xshift=1.75em]node1-1.south) {{反向翻译模型}}; \node [anchor=north] (node1-3) at ([xshift=1.75em]node1-1.south) {\small{反向翻译模型}};
\draw [->,thick](node1-1.east)--(node1-2.west); \draw [->,thick](node1-1.east)--(node1-2.west);
\begin{pgfonlayer}{background} \begin{pgfonlayer}{background}
...@@ -16,16 +16,16 @@ ...@@ -16,16 +16,16 @@
\end{pgfonlayer} \end{pgfonlayer}
\node [anchor=north,fill=green!20,bignode](node2-1) at ([yshift=-3em]node1-3.south){{汉语}}; \node [anchor=north,fill=green!20,bignode](node2-1) at ([yshift=-3em]node1-3.south){\small{汉语}};
\node [anchor=north,fill=green!20,bignode](node2-2) at (node2-1.south){{英语}}; \node [anchor=north,fill=green!20,bignode](node2-2) at (node2-1.south){\small{英语}};
\draw [->,thick](node2-1.north)--(remark1.south) node [pos=0.5,right] (pos1) {{训练}}; \draw [->,thick](node2-1.north)--(remark1.south) node [pos=0.5,right] (pos1) {\small{训练}};
\node [anchor=west,fill=yellow!20,bignode](node3-1) at ([xshift=6.5em,yshift=0.0em]node1-2.east){{汉语}}; \node [anchor=west,fill=yellow!20,bignode](node3-1) at ([xshift=6.5em,yshift=0.0em]node1-2.east){\small{汉语}};
\node [anchor=north,fill=red!20,bignode](node3-2) at ([yshift=-2.5em]node3-1.south){{英语}}; \node [anchor=north,fill=red!20,bignode](node3-2) at ([yshift=-2.5em]node3-1.south){\small{英语}};
\node [anchor=center](node3-3) at ([xshift=0.4em]node3-2.east){}; \node [anchor=center](node3-3) at ([xshift=0.4em]node3-2.east){};
\draw [->,thick](node3-1.south)--(node3-2.north) node [pos=0.5,right] (pos2) {{翻译}}; \draw [->,thick](node3-1.south)--(node3-2.north) node [pos=0.5,right] (pos2) {\small{翻译}};
\begin{pgfonlayer}{background} \begin{pgfonlayer}{background}
{ {
...@@ -33,21 +33,21 @@ ...@@ -33,21 +33,21 @@
} }
\end{pgfonlayer} \end{pgfonlayer}
\draw [->,thick](remark1.east)--([xshift=5.5em]remark1.east) node [pos=0.5,above] (pos2) {{模型翻译}}; \draw [->,thick](remark1.east)--([xshift=5.5em]remark1.east) node [pos=0.5,above] (pos2) {\small{模型翻译}};
\node [anchor=south](pos2-2) at ([yshift=-0.5em]pos2.north){{使用反向}}; \node [anchor=south](pos2-2) at ([yshift=-0.5em]pos2.north){\small{使用反向}};
\draw[decorate,thick,decoration={brace,amplitude=5pt}] ([yshift=1.5em,xshift=1.5em]node3-1.east) -- ([yshift=-8.6em,xshift=1.5em]node3-1.east) node [pos=0.1,right,xshift=0.0em,yshift=0.0em] (label1) {{{混合}}}; \draw[decorate,thick,decoration={brace,amplitude=5pt}] ([yshift=1.5em,xshift=1.5em]node3-1.east) -- ([yshift=-8.6em,xshift=1.5em]node3-1.east) node [pos=0.1,right,xshift=0.0em,yshift=0.0em] (label1) {\small{{混合}}};
\node [anchor=west,fill=red!20,bignode](node4-1) at ([xshift=2.5em,yshift=1.3em]node3-2.east){{英语}}; \node [anchor=west,fill=red!20,bignode](node4-1) at ([xshift=2.5em,yshift=1.3em]node3-2.east){\small{英语}};
\node [anchor=north,fill=yellow!20,bignode](node4-2) at (node4-1.south){{汉语}}; \node [anchor=north,fill=yellow!20,bignode](node4-2) at (node4-1.south){\small{汉语}};
\node [anchor=west,fill=green!20,bignode](node4-3) at (node4-1.east){{英语}}; \node [anchor=west,fill=green!20,bignode](node4-3) at (node4-1.east){\small{英语}};
\node [anchor=north,fill=green!20,bignode](node4-4) at (node4-3.south){{汉语}}; \node [anchor=north,fill=green!20,bignode](node4-4) at (node4-3.south){\small{汉语}};
\node [anchor=center] (node5-1) at ([xshift=5em,yshift=0.02em]node4-3.east) {{英语}}; \node [anchor=center] (node5-1) at ([xshift=5em,yshift=0.02em]node4-3.east) {\small{英语}};
\node [anchor=west] (node5-2) at ([xshift=0.8em]node5-1.east) {{汉语}}; \node [anchor=west] (node5-2) at ([xshift=0.8em]node5-1.east) {\small{汉语}};
\node [anchor=north] (node5-3) at ([xshift=1.65em]node5-1.south) {{正向翻译模型}}; \node [anchor=north] (node5-3) at ([xshift=1.65em]node5-1.south) {\small{正向翻译模型}};
\draw [->,thick](node5-1.east)--(node5-2.west); \draw [->,thick](node5-1.east)--(node5-2.west);
\begin{pgfonlayer}{background} \begin{pgfonlayer}{background}
...@@ -56,11 +56,11 @@ ...@@ -56,11 +56,11 @@
} }
\end{pgfonlayer} \end{pgfonlayer}
\draw [->,thick]([xshift=-3.2em]remark3.west)--(remark3.west) node [pos=0.5,above] (pos3) {{训练}}; \draw [->,thick]([xshift=-3.2em]remark3.west)--(remark3.west) node [pos=0.5,above] (pos3) {\small{训练}};
\node [anchor=south](d1) at ([xshift=-1.5em,yshift=1em]remark1.north){{真实数据：}}; \node [anchor=south](d1) at ([xshift=-1.5em,yshift=1em]remark1.north){\small{真实数据：}};
\node [anchor=west](d2) at ([xshift=2.0em]d1.east){{伪数据：}}; \node [anchor=west](d2) at ([xshift=2.0em]d1.east){\small{伪数据：}};
\node [anchor=west](d3) at ([xshift=2.0em]d2.east){{额外数据：}}; \node [anchor=west](d3) at ([xshift=2.0em]d2.east){\small{额外数据：}};
\node [anchor=west,fill=green!20,minimum width=1.5em](d1-1) at ([xshift=-0.0em]d1.east){}; \node [anchor=west,fill=green!20,minimum width=1.5em](d1-1) at ([xshift=-0.0em]d1.east){};
\node [anchor=west,fill=red!20,minimum width=1.5em](d2-1) at ([xshift=-0.0em]d2.east){}; \node [anchor=west,fill=red!20,minimum width=1.5em](d2-1) at ([xshift=-0.0em]d2.east){};
\node [anchor=west,fill=yellow!20,minimum width=1.5em](d3-1) at ([xshift=-0.0em]d3.east){}; \node [anchor=west,fill=yellow!20,minimum width=1.5em](d3-1) at ([xshift=-0.0em]d3.east){};
......
Chapter16/Figures/figure-comparison-of-structure-between-gpt-and-bert-model.tex
...@@ -103,4 +103,8 @@ ...@@ -103,4 +103,8 @@
\node [anchor=north] (pos1) at ([xshift=1.5em,yshift=-1.0em]node0-2.south) {\small{(a) GPT模型结构}}; \node [anchor=north] (pos1) at ([xshift=1.5em,yshift=-1.0em]node0-2.south) {\small{(a) GPT模型结构}};
\node [anchor=north] (pos2) at ([xshift=1.5em,yshift=-1.0em]node0-6.south) {\small{(b) BERT模型结构}}; \node [anchor=north] (pos2) at ([xshift=1.5em,yshift=-1.0em]node0-6.south) {\small{(b) BERT模型结构}};
\node [anchor=south] (ex) at ([xshift=2.1em,yshift=0.5em]node3-1.north) {\small{TRM：transformer}};
\end{tikzpicture} \end{tikzpicture}
\ No newline at end of file
Chapter16/Figures/figure-example-of-iterative-back-translation.tex
\begin{tikzpicture} \begin{tikzpicture}
\tikzstyle{rec} = [inner sep=0.3em,minimum width=4em,draw=black,line width=0.6pt,rounded corners=2pt] \tikzstyle{rec} = [inner sep=0.3em,minimum width=4em,draw=black,line width=0.6pt,rounded corners=2pt]
\node [anchor=north,fill=green!20,rec](node1-1) at (0,0){{汉语}}; \node [anchor=north,fill=green!20,rec](node1-1) at (0,0){\small{汉语}};
\node [anchor=north,fill=green!20,rec](node1-2) at (node1-1.south){{英语}}; \node [anchor=north,fill=green!20,rec](node1-2) at (node1-1.south){\small{英语}};
\node [anchor=north,fill=yellow!20,rec](node2-1) at ([yshift=-5.0em]node1-1.south){{汉语}}; \node [anchor=north,fill=yellow!20,rec](node2-1) at ([yshift=-5.0em]node1-1.south){\small{汉语}};
\node [anchor=north,fill=red!20,rec](node2-2) at (node2-1.south){{英语}}; \node [anchor=north,fill=red!20,rec](node2-2) at (node2-1.south){\small{英语}};
\node [anchor=east] (node3-1) at ([xshift=-4.0em,yshift=-3.5em]node1-1.west) {{正向}}; \node [anchor=east] (node3-1) at ([xshift=-4.0em,yshift=-3.5em]node1-1.west) {\small{正向}};
\node [anchor=north] (node3-2) at ([yshift=0.5em]node3-1.south) {{翻译模型}}; \node [anchor=north] (node3-2) at ([yshift=0.5em]node3-1.south) {\small{翻译模型}};
\begin{pgfonlayer}{background} \begin{pgfonlayer}{background}
{ {
\node[fill=blue!20,inner sep=0.3em,draw=black,line width=0.6pt,minimum width=3.0em,drop shadow,rounded corners=2pt] [fit =(node3-1)(node3-2)] (remark1) {}; \node[fill=blue!20,inner sep=0.3em,draw=black,line width=0.6pt,minimum width=3.0em,drop shadow,rounded corners=2pt] [fit =(node3-1)(node3-2)] (remark1) {};
...@@ -14,8 +14,8 @@ ...@@ -14,8 +14,8 @@
\draw [->,thick]([yshift=-0.75em]node1-1.west)--(remark1.north east); \draw [->,thick]([yshift=-0.75em]node1-1.west)--(remark1.north east);
\draw [->,thick,dashed](remark1.south east)--([yshift=-0.75em]node2-1.west); \draw [->,thick,dashed](remark1.south east)--([yshift=-0.75em]node2-1.west);
\node [anchor=west] (node4-1) at ([xshift=4.0em,yshift=-3.5em]node1-1.east) {{反向}}; \node [anchor=west] (node4-1) at ([xshift=4.0em,yshift=-3.5em]node1-1.east) {\small{反向}};
\node [anchor=north] (node4-2) at ([yshift=0.5em]node4-1.south) {{翻译模型}}; \node [anchor=north] (node4-2) at ([yshift=0.5em]node4-1.south) {\small{翻译模型}};
\begin{pgfonlayer}{background} \begin{pgfonlayer}{background}
{ {
\node[fill=blue!20,inner sep=0.3em,draw=black,line width=0.6pt,minimum width=3.0em,drop shadow,rounded corners=2pt] [fit =(node4-1)(node4-2)] (remark2) {}; \node[fill=blue!20,inner sep=0.3em,draw=black,line width=0.6pt,minimum width=3.0em,drop shadow,rounded corners=2pt] [fit =(node4-1)(node4-2)] (remark2) {};
...@@ -24,15 +24,15 @@ ...@@ -24,15 +24,15 @@
\draw [->,thick]([yshift=-0.75em]node1-1.east)--(remark2.north west); \draw [->,thick]([yshift=-0.75em]node1-1.east)--(remark2.north west);
\draw [->,thick]([yshift=-0.75em]node2-1.east)--(remark2.south west); \draw [->,thick]([yshift=-0.75em]node2-1.east)--(remark2.south west);
\node [anchor=west,fill=green!20,rec](node5-1) at ([xshift=4.0em,yshift=3.48em]node4-1.east){{英语}}; \node [anchor=west,fill=green!20,rec](node5-1) at ([xshift=4.0em,yshift=3.48em]node4-1.east){\small{英语}};
\node [anchor=north,fill=green!20,rec](node5-2) at (node5-1.south){{汉语 }}; \node [anchor=north,fill=green!20,rec](node5-2) at (node5-1.south){\small{汉语}};
\node [anchor=north,fill=yellow!20,rec](node6-1) at ([yshift=-5.0em]node5-1.south){{英语}}; \node [anchor=north,fill=yellow!20,rec](node6-1) at ([yshift=-5.0em]node5-1.south){\small{英语}};
\node [anchor=north,fill=red!20,rec](node6-2) at (node6-1.south){{汉语}}; \node [anchor=north,fill=red!20,rec](node6-2) at (node6-1.south){\small{汉语}};
\draw [->,thick,dashed](remark2.south east)--([yshift=-0.75em]node6-1.west); \draw [->,thick,dashed](remark2.south east)--([yshift=-0.75em]node6-1.west);
\node [anchor=west] (node7-1) at ([xshift=4.0em,yshift=-3.5em]node5-1.east) {{正向}}; \node [anchor=west] (node7-1) at ([xshift=4.0em,yshift=-3.5em]node5-1.east) {\small{正向}};
\node [anchor=north] (node7-2) at ([yshift=0.5em]node7-1.south) {{翻译模型}}; \node [anchor=north] (node7-2) at ([yshift=0.5em]node7-1.south) {\small{翻译模型}};
\begin{pgfonlayer}{background} \begin{pgfonlayer}{background}
{ {
\node[fill=blue!20,inner sep=0.3em,draw=black,line width=0.6pt,minimum width=3.0em,drop shadow,rounded corners=2pt] [fit =(node7-1)(node7-2)] (remark3) {}; \node[fill=blue!20,inner sep=0.3em,draw=black,line width=0.6pt,minimum width=3.0em,drop shadow,rounded corners=2pt] [fit =(node7-1)(node7-2)] (remark3) {};
...@@ -42,14 +42,14 @@ ...@@ -42,14 +42,14 @@
\draw [->,thick]([yshift=-0.75em]node5-1.east)--(remark3.north west); \draw [->,thick]([yshift=-0.75em]node5-1.east)--(remark3.north west);
\draw [->,thick]([yshift=-0.75em]node6-1.east)--(remark3.south west); \draw [->,thick]([yshift=-0.75em]node6-1.east)--(remark3.south west);
\node [anchor=south](d1) at ([xshift=-0.7em,yshift=4em]remark1.north){{真实数据：}}; \node [anchor=south](d1) at ([xshift=-0.7em,yshift=4em]remark1.north){\small{真实数据：}};
\node [anchor=west](d2) at ([xshift=2.0em]d1.east){{伪数据：}}; \node [anchor=west](d2) at ([xshift=2.0em]d1.east){\small{伪数据：}};
\node [anchor=west](d3) at ([xshift=2.0em]d2.east){{额外数据：}}; \node [anchor=west](d3) at ([xshift=2.0em]d2.east){\small{额外数据：}};
\node [anchor=west,fill=green!20,minimum width=1.5em](d1-1) at ([xshift=-0.0em]d1.east){}; \node [anchor=west,fill=green!20,minimum width=1.5em](d1-1) at ([xshift=-0.0em]d1.east){};
\node [anchor=west,fill=red!20,minimum width=1.5em](d2-1) at ([xshift=-0.0em]d2.east){}; \node [anchor=west,fill=red!20,minimum width=1.5em](d2-1) at ([xshift=-0.0em]d2.east){};
\node [anchor=west,fill=yellow!20,minimum width=1.5em](d3-1) at ([xshift=-0.0em]d3.east){}; \node [anchor=west,fill=yellow!20,minimum width=1.5em](d3-1) at ([xshift=-0.0em]d3.east){};
\node [anchor=south] (d4) at ([xshift=1em]d1.north) {{训练：}}; \node [anchor=south] (d4) at ([xshift=1em]d1.north) {\small{训练：}};
\node [anchor=south] (d5) at ([xshift=0.5em]d2.north) {{推理：}}; \node [anchor=south] (d5) at ([xshift=0.5em]d2.north) {\small{推理：}};
\draw [->,thick] ([xshift=0em]d4.east)--([xshift=1.5em]d4.east); \draw [->,thick] ([xshift=0em]d4.east)--([xshift=1.5em]d4.east);
\draw [->,thick,dashed] ([xshift=0em]d5.east)--([xshift=1.5em]d5.east); \draw [->,thick,dashed] ([xshift=0em]d5.east)--([xshift=1.5em]d5.east);
......
Chapter16/Figures/figure-mass.tex
\begin{tikzpicture} \begin{tikzpicture}
\begin{scope} \tikzstyle{word} = [font=\scriptsize,minimum height=1.4em]
\tikzstyle{word} = [font=\scriptsize] \tikzstyle{model} = [rectangle,line width=0.7pt,draw,minimum height=3em,minimum width=13em,rounded corners=4pt,fill=red!20]
\tikzstyle{model} = [rectangle,draw,minimum height=3em,minimum width=6em,rounded corners=4pt,fill=red!15!white]
\node [anchor=center] (ate) at (0,0) {}; \node [anchor=center] (ate) at (0,0) {};
%decoder
\node [anchor=center,model,fill=blue!20] (decoder) at ([xshift=7.5em]ate.east) {解码器};
\node [anchor=north,word] (w1) at ([yshift=-1.5em,xshift=0em]decoder.south) {\small{$x_3$}};
\node [anchor=west,word] (w2) at ([xshift=0em]w1.east) {\small{$x_4$}};
\node [anchor=west,word] (w3) at ([xshift=0em]w2.east) {[M]};
\node [model,minimum width=10.5em,line width=0.7pt] (decoder) at ([xshift=6em]ate.east) {Decoder}; \node [anchor=east,word] (w4) at ([xshift=0em]w1.west) {[M]};
\node [word] (w1) at ([yshift=-2em,xshift=1em]decoder.south) {\small{$x_3$}}; \node [anchor=east,word] (w5) at ([xshift=0em]w4.west) {[M]};
\node [word] (w2) at ([xshift=-1em]w1.west) {\#}; \node [anchor=east,word] (w6) at ([xshift=0em]w5.west) {[M]};
\node [word] (w3) at ([xshift=-1em]w2.west) {\#}; \node [anchor=west,word] (w7) at ([xshift=0em]w3.east) {[M]};
\node [word] (w4) at ([xshift=-1em]w3.west) {\#};
\node [word] (w5) at ([xshift=1em]w1.east) {\small{$x_4$}};
\node [word] (w6) at ([xshift=1em]w5.east) {\#};
\node [word] (w7) at ([yshift=2em,xshift=1em]decoder.north) {\small{$x_4$}}; \node [anchor=south,word] (w8) at ([yshift=1.5em,xshift=0em]decoder.north) {\small{$x_4$}};
\node [word] (w8) at ([yshift=0em,xshift=-1em]w7.west) {\small{$x_3$}}; \node [anchor=east,word] (w9) at (w8.west) {\small{$x_3$}};
\node [word] (w9) at ([yshift=0em,xshift=1em]w7.east) {\small{$x_5$}}; \node [anchor=west,word] (w10) at (w8.east) {\small{$x_5$}};
\draw [->,thick] (w1.north) -- ([yshift=1.35em]w1.north); \draw [->,thick] (w1.north) -- ([yshift=1.35em]w1.north);
\draw [->,thick] (w2.north) -- ([yshift=1.35em]w2.north); \draw [->,thick] (w2.north) -- ([yshift=1.35em]w2.north);
...@@ -23,19 +24,23 @@ ...@@ -23,19 +24,23 @@
\draw [->,thick] (w4.north) -- ([yshift=1.35em]w4.north); \draw [->,thick] (w4.north) -- ([yshift=1.35em]w4.north);
\draw [->,thick] (w5.north) -- ([yshift=1.35em]w5.north); \draw [->,thick] (w5.north) -- ([yshift=1.35em]w5.north);
\draw [->,thick] (w6.north) -- ([yshift=1.35em]w6.north); \draw [->,thick] (w6.north) -- ([yshift=1.35em]w6.north);
\draw [->,thick] (w7.north) -- ([yshift=1.35em]w7.north);
\draw [->,thick] ([yshift=-1.4em]w7.south) -- (w7.south);
\draw [->,thick] ([yshift=-1.4em]w8.south) -- (w8.south); \draw [->,thick] ([yshift=-1.4em]w8.south) -- (w8.south);
\draw [->,thick] ([yshift=-1.4em]w9.south) -- (w9.south); \draw [->,thick] ([yshift=-1.4em]w9.south) -- (w9.south);
\draw [->,thick] ([yshift=-1.4em]w10.south) -- (w10.south);
%encoder %encoder
\node [model,minimum width=10.5em,line width=0.7pt] (encoder) at ([xshift=-6em]ate.west) {Encoder}; \node [model] (encoder) at ([xshift=-7.5em]ate.west) {编码器};
\node [word] (we1) at ([yshift=-2em,xshift=1em]encoder.south) {\#};
\node [word] (we2) at ([xshift=-1em]we1.west) {\#}; \node [anchor=north,word] (we1) at ([yshift=-1.5em,xshift=0em]encoder.south) {[M]};
\node [word] (we3) at ([xshift=-1em]we2.west) {\small{$x_2$}}; \node [anchor=west,word] (we2) at ([xshift=0em]we1.east) {[M]};
\node [word] (we4) at ([xshift=-1em]we3.west) {\small{$x_3$}}; \node [anchor=west,word] (we3) at ([xshift=0em]we2.east) {\small{$x_6$}};
\node [word] (we5) at ([xshift=1em]we1.east) {\#};
\node [word] (we6) at ([xshift=1em]we5.east) {\small{$x_6$}}; \node [anchor=east,word] (we4) at ([xshift=0em]we1.west) {[M]};
\node [anchor=east,word] (we5) at ([xshift=0em]we4.west) {\small{$x_2$}};
\node [anchor=east,word] (we6) at ([xshift=0em]we5.west) {\small{$x_1$}};
\node [anchor=west,word] (we7) at ([xshift=0em]we3.east) {\small{$x_7$}};
\draw [->,thick] (we1.north) -- ([yshift=1.35em]we1.north); \draw [->,thick] (we1.north) -- ([yshift=1.35em]we1.north);
\draw [->,thick] (we2.north) -- ([yshift=1.35em]we2.north); \draw [->,thick] (we2.north) -- ([yshift=1.35em]we2.north);
...@@ -43,7 +48,8 @@ ...@@ -43,7 +48,8 @@
\draw [->,thick] (we4.north) -- ([yshift=1.35em]we4.north); \draw [->,thick] (we4.north) -- ([yshift=1.35em]we4.north);
\draw [->,thick] (we5.north) -- ([yshift=1.35em]we5.north); \draw [->,thick] (we5.north) -- ([yshift=1.35em]we5.north);
\draw [->,thick] (we6.north) -- ([yshift=1.35em]we6.north); \draw [->,thick] (we6.north) -- ([yshift=1.35em]we6.north);
\draw [->,thick] (we7.north) -- ([yshift=1.35em]we7.north);
\draw [->,line width=2pt] ([xshift=0.5em]encoder)--([xshift=-0.5em]decoder); \draw [->,very thick] ([xshift=0.5em]encoder)--([xshift=-0.3em]decoder);
\end{scope} \node [anchor=south] (ex) at ([xshift=-4.0em,yshift=1.0em]encoder.north) {\small{[M]：Mask}};
\end{tikzpicture} \end{tikzpicture}
\ No newline at end of file
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