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合并分支 'mengxia' 到 'caorunzhe' 

Mengxia

查看合并请求 !663
parents 3e6f4f18 6ae4384c
正在显示 包含 191 行增加 和 197 行删除
Chapter14/Figures/figure-batch-time-mem.tex
......@@ -3,6 +3,7 @@
\tikzstyle{snode} = [draw,inner sep=1pt,minimum width=3em,minimum height=0.5em,rounded corners=1pt,fill=green!20!white]
\tikzstyle{pnode} = [draw,inner sep=1pt,minimum width=1em,minimum height=0.5em,rounded corners=1pt]
\node [anchor=west] (des) at (1.5,3) {\normalsize\bfnew{$\bm{m}$：显存\quad$\bm{t}$：时间\quad$\bm{m_1>m_2}$\quad$\bm{t_1>t_2}$}};
\node [anchor=west,snode] (s1) at (0,0) {\tiny{}};
\node [anchor=north west,snode,minimum width=6.3em] (s2) at ([yshift=-0.3em]s1.south west) {\tiny{}};
\node [anchor=north west,snode,minimum width=2em] (s3) at ([yshift=-0.3em]s2.south west) {\tiny{}};
......@@ -76,13 +77,5 @@
\draw [very thick,decorate,decoration={brace}] ([xshift=3pt]box1.north east) to node [midway,name=final] {} ([xshift=3pt]box1.south east);
\draw [very thick,decorate,decoration={brace}] ([xshift=3pt]box3.north east) to node [midway,name=final] {} ([xshift=3pt]box3.south east);
\node [rectangle,inner sep=0.5em,rounded corners=2pt,draw,fill=red!5,font=\scriptsize] at ([yshift=-2em,xshift=9em]sbi1.east) {
\begin{tabular}{l}
$m$: 显存 \\
$t$: 时间 \\
$m_1>m_2$ \\
$t_1>t_2$
\end{tabular}
};
\end{tikzpicture}
\ No newline at end of file
Chapter14/Figures/figure-beamsize-bleu.tex
%%%------------------------------------------------------------------------------------------------------------
\begin{tikzpicture}
\scriptsize{
\begin{tikzpicture}
\scriptsize{
\begin{axis}[
width=8cm,
height=5cm,
yticklabel style={/pgf/number format/.cd,fixed,precision=2},
xticklabel style={color=white},
xlabel={\footnotesize{Beam Size}},ylabel={\footnotesize{BLEU}},
ymin=28.8,ymax=30.4,
xmin=0,xmax=10,
xtick={0,4,6,7,8,9,10},
ytick={28.8,29.0,29.2,29.4,29.6,29.8,30.0,30.2,30.4},
legend style={yshift=-5em,xshift=0em,legend cell align=left,legend plot pos=right}
width=8cm,
height=5cm,
yticklabel style={/pgf/number format/.cd,fixed,precision=2},
xticklabel style={/pgf/number format/.cd,fixed,precision=2},
xlabel={\footnotesize{$\log$\;(束大小)}},ylabel={\footnotesize{BLEU\ (\%)}},
ymin=28.8,ymax=30.4,
xmin=0,xmax=7,
xtick={0,1,2,3,4,5,6,7},
ytick={28.8,29.0,29.2,29.4,29.6,29.8,30.0,30.2,30.4},
xticklabels={0,1,2,3,4,5,6,7},
yticklabels={28.8,29.0,29.2,29.4,29.6,29.8,30.0,30.2,30.4},
legend style={yshift=-5em,xshift=0em,legend cell align=left,legend plot pos=right}
]
\addplot[purple,mark=square,mark=star,very thick] coordinates {(0,29.3) (4,29.7) (6,30.05) (7,30.1) (7.6,30.2) (8,30.3) (8.3,30.2) (8.7,30.08) (9,29.98) (9.6,29.6)(10,28.8) };
\addplot[purple,mark=square,mark=star,very thick] coordinates {(0,29.3) (1,29.7) (1.58,30.05) (2.32,30.1) (2.73,30.2) (3.32,30.3) (3.84,30.2) (4.23,30.08) (4.91,29.98) (5.81,29.6)(6.64,28.8) };
\end{axis}
}
\node[inner sep=0pt] at (0,-1em) {1};
\node[inner sep=0pt] at (9.15em,-1em) {2};
\node[inner sep=0pt] at (13.75em,-1em) {3};
\node[inner sep=0pt] at (16.05em,-1em) {5};
\node[inner sep=0pt] at (18.35em,-1em) {10};
\node[inner sep=0pt] at (20.65em,-1em) {30};
\node[inner sep=0pt] at (22.9em,-1em) {100};
\end{tikzpicture}
\end{tikzpicture}
......
Chapter14/Figures/figure-comparison-of-different-attention-method.tex
......@@ -119,9 +119,9 @@
\draw[->,thick] ([yshift=-0.15em]dot3\i.north) -- ([yshift=-0.3em]attn2\i.south);
}
\node[anchor=north,align=left,inner sep=1pt,font=\footnotesize] () at (dot31.south) {(a) 标准的多层自注意力};
\node[anchor=north,align=left,inner sep=1pt,font=\footnotesize] () at (dot32.south) {(b) 共享自注意力};
\node[anchor=north,align=left,inner sep=1pt,font=\footnotesize] () at (dot33.south) {(c) 共享编码-解码注意力};
\node[anchor=north,align=left,inner sep=1pt,font=\footnotesize] () at (dot31.south) {\small{(a) 标准的多层自注意力}};
\node[anchor=north,align=left,inner sep=1pt,font=\footnotesize] () at (dot32.south) {\small{(b) 共享自注意力}};
\node[anchor=north,align=left,inner sep=1pt,font=\footnotesize] () at (dot33.south) {\small{(c) 共享编码-解码注意力}};
\end{scope}
\end{tikzpicture}
\ No newline at end of file
Chapter14/Figures/figure-different-integration-model.tex
......@@ -3,7 +3,7 @@
\centering
\hspace*{\fill}
\subfigure[假设选择]
\subfigure[\small{假设选择}]
{
\begin{tikzpicture}[scale=0.5]
\tikzstyle{system} = [rectangle,very thick,minimum width=1cm,font=\tiny];
......@@ -33,7 +33,7 @@
\end{tikzpicture}
}
\hfill
\subfigure[预测融合]
\subfigure[\small{预测融合}]
{
\begin{tikzpicture}[scale=0.5]
\tikzstyle{system} = [rectangle,very thick,minimum width=1cm,font=\tiny];
......@@ -60,7 +60,7 @@
}
\hspace*{\fill}
\\
\subfigure[译文重组]
\subfigure[\small{译文重组}]
{
\begin{tikzpicture}[scale=0.5]
\tikzstyle{system} = [rectangle,very thick,minimum width=1cm,font=\tiny];
......
Chapter14/Figures/figure-different-softmax.tex
......@@ -65,7 +65,7 @@
\draw [->,line width=1pt] (out3) |- (plabel9.east);
\end{scope}
\node [anchor=north,font=\scriptsize] () at ([yshift=-0.2em]STANDARD.south) {(a) 标准方法};
\node [anchor=north,font=\scriptsize] () at ([xshift=1.2em]SELECTION.south) {(b) 词汇选择};
\node [anchor=north,font=\scriptsize] () at ([yshift=-0.2em]STANDARD.south) {\small(a) 标准方法};
\node [anchor=north,font=\scriptsize] () at ([xshift=1.2em]SELECTION.south) {\small(b) 词汇选择};
\end{tikzpicture}
\ No newline at end of file
Chapter14/Figures/figure-hypothesis-generation.tex
......@@ -42,7 +42,7 @@
\node [] () at ([yshift=0.4cm]output3.north) {$\vdots$};
\end{scope}
\node [align=center,anchor=north,font=\small] () at ([yshift=-0.3cm]MULTIPLE.south) {\footnotesize{(a) 多系统输出结果融合}};
\node [align=center,anchor=north,font=\small] () at ([yshift=-0.3cm]SINGLE.south) {\footnotesize{(b) 单系统多输出结果融合}};
\node [align=center,anchor=north,font=\small] () at ([yshift=-0.3cm]MULTIPLE.south) {\small{(a) 多系统输出结果融合}};
\node [align=center,anchor=north,font=\small] () at ([yshift=-0.3cm]SINGLE.south) {\small{(b) 单系统多输出结果融合}};
\end{tikzpicture}
\ No newline at end of file
Chapter14/Figures/figure-iteration.tex
......@@ -6,10 +6,10 @@
\begin{tikzpicture}[node distance = 0,scale = 0.75]
\tikzstyle{every node}=[scale=0.75]
\node (encoder)[er,very thick,draw=taupegray,fill=ugreen!20]{\Large{编码器}};
\node (decoder_1)[er,very thick,draw=taupegray,right of=encoder,xshift=4cm,fill=red!20]{\Large{解码器1}};
\node (decoder_2)[er,very thick,draw=taupegray,right of=decoder_1,xshift=4cm,fill=red!20]{\Large{解码器2}};
\node (decoder_1)[er,very thick,draw=taupegray,right of=encoder,xshift=4cm,fill=red!20]{\Large{解码器}};
\node (decoder_2)[er,very thick,draw=taupegray,right of=decoder_1,xshift=4cm,fill=red!20]{\Large{解码器}};
\node (point)[right of=decoder_2,xshift=2.5cm,]{\LARGE{...}};
\node (decoder_3)[er,very thick,draw=taupegray,right of=point,xshift=2.5cm,fill=red!20]{\Large{解码器3}};
\node (decoder_3)[er,very thick,draw=taupegray,right of=point,xshift=2.5cm,fill=red!20]{\Large{解码器}};
\draw [->,very thick,draw=black!70]([xshift=0.2cm]encoder.east) -- ([xshift=-0.2cm]decoder_1.west);
\draw [->,very thick,draw=black!70]([xshift=0.2cm]decoder_1.east) -- ([xshift=-0.2cm]decoder_2.west);
\draw [->,very thick,draw=black!70]([xshift=0.2cm]decoder_2.east) -- ([xshift=-0.1cm]point.west);
......
Chapter14/Figures/figure-main-module.tex
......@@ -5,7 +5,7 @@
\node [anchor=south] (text) at ([xshift=0.5em,yshift=-3.5em]part1.south) {\scriptsize{源语言句子（编码器输出）}};
\node [anchor=east,draw=black!70,rounded corners,drop shadow,very thick,minimum width=6em,minimum height=3.5em,fill=blue!15,align=center,text=black] (part2) at ([xshift=10em]part1.east) {\scriptsize{搜索模块}};
\node [anchor=south] (text1) at ([xshift=0.5em,yshift=2.2em]part1.north) {\scriptsize{已经生成的目标语单词}};
\node [anchor=south] (text1) at ([xshift=0.5em,yshift=2.2em]part1.north) {\scriptsize{译文中已经生成的单词}};
\node [anchor=south] (text2) at ([xshift=0.5em,yshift=2.2em]part2.north) {\scriptsize{预测当前位置的单词分布}};
\draw [->,draw=black, thick] ([yshift=2em]part1.north) -- ([yshift=0.1em]part1.north);
......
Chapter14/Figures/figure-multi-modality.tex
......@@ -4,15 +4,16 @@
%%% outline
%-------------------------------------------------------------------------
\begin{tikzpicture}
\tikzstyle{word} = [draw=ugreen!20,minimum size=1.8em, fill=ugreen!40, font=\scriptsize, rounded corners=1pt]
\tikzstyle{word} = [font=\scriptsize]
\tikzstyle{tgt} = [minimum height=1.6em,minimum width=5.2em,fill=black!10!yellow!30,font=\footnotesize,drop shadow={shadow xshift=0.15em,shadow yshift=-0.15em,}]
\tikzstyle{p} = [fill=blue!15,minimum width=0.4em,inner sep=0pt]
\node[ rounded corners=3pt, fill=red!20, drop shadow, minimum width=10em,minimum height=4em] (encoder) at (0,0) {Transformer 编码器 };
\node[anchor=west, rounded corners=3pt, fill=red!20, drop shadow, minimum width=14em,minimum height=4em] (decoder) at ([xshift=0.8cm]encoder.east) {Transformer 解码器};
\tikzstyle{p} = [fill=ugreen!15,minimum width=0.4em,inner sep=0pt]
\node[ rounded corners=3pt, fill=red!20, drop shadow, minimum width=10em,minimum height=4em,draw] (encoder) at (0,0) {Transformer 编码器 };
\node[anchor=west, rounded corners=3pt, fill=blue!20, drop shadow, minimum width=14em,minimum height=4em,draw] (decoder) at ([xshift=0.8cm]encoder.east) {Transformer 解码器};
\node[anchor=north,word] (en1) at ([yshift=-1.3em,xshift=-3em]encoder.south) {谢};
\node[anchor=north,word] (en2) at ([yshift=-1.3em]encoder.south) {谢};
\node[anchor=north,word] (en3) at ([yshift=-1.3em,xshift=3em]encoder.south) {你};
\node[anchor=north,word] (en1) at ([yshift=-1.3em,xshift=-3em]encoder.south) {干};
\node[anchor=north,word] (en2) at ([yshift=-1.3em,xshift=-1em]encoder.south) {得};
\node[anchor=north,word] (en3) at ([yshift=-1.3em,xshift=1em]encoder.south) {好};
\node[anchor=north,word] (en4) at ([yshift=-1.3em,xshift=3em]encoder.south) {！};
\node[anchor=north,word] (de1) at ([yshift=-1.3em,xshift=-4em]decoder.south) {1};
......@@ -24,7 +25,7 @@
\node[p,anchor=south,minimum height=0.7em] (w1_3) at ([xshift=0.3em]w1_2.south east){};
\node[p,anchor=south,minimum height=0.6em] (w1_4) at ([xshift=0.3em]w1_3.south east){};
\node[p,anchor=south,minimum height=0.2em] (w1_5) at ([xshift=0.3em]w1_4.south east){};
\node[p,anchor=south,minimum height=0.3em] (w1_6) at ([xshift=0.3em]w1_5.south east){};
\node[p,anchor=south,minimum height=1.9em] (w1_6) at ([xshift=0.3em]w1_5.south east){};
\node[p,anchor=south,minimum height=0.6em] (w1_7) at ([xshift=0.3em]w1_6.south east){};
\node[p,anchor=south,minimum height=0.8em] (w1_8) at ([xshift=0.3em]w1_7.south east){};
......@@ -37,30 +38,32 @@
\node[p,anchor=south,minimum height=0.6em] (w2_7) at ([xshift=0.3em]w2_6.south east){};
\node[p,anchor=south,minimum height=0.8em] (w2_8) at ([xshift=0.3em]w2_7.south east){};
\node[p,anchor=south, minimum height=0.5em] (w3_1) at ([xshift=3.2em,yshift=1.5em]decoder.north){};
\node[p,anchor=south,minimum height=2em] (w3_2) at ([xshift=0.3em]w3_1.south east){};
\node[p,anchor=south, minimum height=0.4em] (w3_1) at ([xshift=3.2em,yshift=1.5em]decoder.north){};
\node[p,anchor=south,minimum height=0.5em] (w3_2) at ([xshift=0.3em]w3_1.south east){};
\node[p,anchor=south,minimum height=0.7em] (w3_3) at ([xshift=0.3em]w3_2.south east){};
\node[p,anchor=south,minimum height=0.6em] (w3_4) at ([xshift=0.3em]w3_3.south east){};
\node[p,anchor=south,minimum height=1.9em] (w3_5) at ([xshift=0.3em]w3_4.south east){};
\node[p,anchor=south,minimum height=2em] (w3_4) at ([xshift=0.3em]w3_3.south east){};
\node[p,anchor=south,minimum height=0.8em] (w3_5) at ([xshift=0.3em]w3_4.south east){};
\node[p,anchor=south,minimum height=0.3em] (w3_6) at ([xshift=0.3em]w3_5.south east){};
\node[p,anchor=south,minimum height=0.6em] (w3_7) at ([xshift=0.3em]w3_6.south east){};
\node[p,anchor=south,minimum height=0.8em] (w3_8) at ([xshift=0.3em]w3_7.south east){};
\node[p,anchor=south,minimum height=0.4em] (w3_7) at ([xshift=0.3em]w3_6.south east){};
\node[p,anchor=south,minimum height=0.6em] (w3_8) at ([xshift=0.3em]w3_7.south east){};
\node[inner sep=0pt,font=\scriptsize] at ([yshift=0.3em]w1_2.north){Thanks};
\node[inner sep=0pt,font=\scriptsize] at ([yshift=0.3em]w2_2.north){a};
\node[inner sep=0pt,font=\scriptsize] at ([yshift=0.3em]w2_5.north){to};
\node[inner sep=0pt,font=\scriptsize] at ([yshift=0.3em]w3_2.north){lot};
\node[inner sep=0pt,font=\scriptsize] at ([yshift=0.3em]w3_5.north){you};
\node[inner sep=0pt,font=\scriptsize] at ([yshift=0.3em]w1_2.north){Good};
\node[inner sep=0pt,font=\scriptsize] at ([yshift=0.3em]w1_6.north){Well};
\node[inner sep=0pt,font=\scriptsize] at ([yshift=0.3em]w2_2.north){job};
\node[inner sep=0pt,font=\scriptsize] at ([yshift=0.3em]w2_5.north){done};
\node[inner sep=0pt,font=\scriptsize] at ([yshift=0.3em]w3_4.north){!};
\draw[-latex, very thick, ublue] ([yshift=0.1em]en1.north) -- ([xshift=-3em,yshift=-0.1em]encoder.south);
\draw[-latex, very thick, ublue] ([yshift=0.1em]en2.north) -- ([xshift=0em,yshift=-0.1em]encoder.south);
\draw[-latex, very thick, ublue] ([yshift=0.1em]en3.north) -- ([xshift=3em,yshift=-0.1em]encoder.south);
\draw[-latex, very thick, ublue] ([yshift=0.1em]de1.north) -- ([xshift=-4em,yshift=-0.1em]decoder.south);
\draw[-latex, very thick, ublue] ([yshift=0.1em]de2.north) -- ([xshift=0em,yshift=-0.1em]decoder.south);
\draw[-latex, very thick, ublue] ([yshift=0.1em]de3.north) -- ([xshift=4em,yshift=-0.1em]decoder.south);
\draw[->, thick] ([yshift=0.1em]en1.north) -- ([xshift=-3em,yshift=-0.1em]encoder.south);
\draw[->, thick] ([yshift=0.1em]en2.north) -- ([xshift=-1em,yshift=-0.1em]encoder.south);
\draw[->, thick] ([yshift=0.1em]en3.north) -- ([xshift=1em,yshift=-0.1em]encoder.south);
\draw[->, thick] ([yshift=0.1em]en4.north) -- ([xshift=3em,yshift=-0.1em]encoder.south);
\draw[-latex, very thick, ublue] (encoder.east) -- (decoder.west);
\draw[->, thick] ([yshift=0.1em]de1.north) -- ([xshift=-4em,yshift=-0.1em]decoder.south);
\draw[->, thick] ([yshift=0.1em]de2.north) -- ([xshift=0em,yshift=-0.1em]decoder.south);
\draw[->, thick] ([yshift=0.1em]de3.north) -- ([xshift=4em,yshift=-0.1em]decoder.south);
\draw[->, line width=1.5pt] (encoder.east) -- (decoder.west);
\begin{pgfonlayer}{background}
{
......@@ -70,14 +73,14 @@
}
\end{pgfonlayer}
\draw[-latex, very thick, ublue] ([yshift=-1.2em]box1.south) -- (box1.south);
\draw[-latex, very thick, ublue] ([yshift=-1.2em]box2.south) -- (box2.south);
\draw[-latex, very thick, ublue] ([yshift=-1.2em]box3.south) -- (box3.south);
\draw[->,thick] ([yshift=-1.2em]box1.south) -- (box1.south);
\draw[->, thick] ([yshift=-1.2em]box2.south) -- (box2.south);
\draw[->, thick] ([yshift=-1.2em]box3.south) -- (box3.south);
\node[tgt,anchor=west,align=left] (tgt1) at ([xshift=2em]box3.east) {Thanks a lot};
\node[tgt,,anchor=north,align=left](tgt2) at ([yshift=-1em]tgt1.south) {Thanks to you};
\node[tgt,,anchor=north,align=left] (tgt3) at ([yshift=-1em]tgt2.south) {Thanks a you};
\node[tgt,,anchor=north,align=left] (tgt4) at ([yshift=-1em]tgt3.south) {Thanks to lot};
\node[tgt,anchor=west,align=left] (tgt1) at ([xshift=2em]box3.east) {Good job!};
\node[tgt,,anchor=north,align=left](tgt2) at ([yshift=-1em]tgt1.south) {Well done!};
\node[tgt,,anchor=north,align=left] (tgt3) at ([yshift=-1em]tgt2.south) {Good done!};
\node[tgt,,anchor=north,align=left] (tgt4) at ([yshift=-1em]tgt3.south) {Well job!};
\node[text=ugreen] at ([xshift=1em]tgt1.east){\ding{51}};
\node[text=ugreen] at ([xshift=1em]tgt2.east){\ding{51}};
\node[text=red] at ([xshift=1em]tgt3.east){\ding{55}};
......
Chapter14/Figures/figure-non-autoregressive.tex
......@@ -4,53 +4,48 @@
%%% outline
%-------------------------------------------------------------------------
\begin{tikzpicture}
\tikzstyle{word} = [draw=ugreen!20,minimum size=1.5em, fill=ugreen!40, font=\scriptsize, rounded corners=1pt]
\node[rounded corners=3pt, fill=red!20, drop shadow, minimum width=11em,minimum height=4em] (encoder) at (0,0) {Transformer 编码器 };
\node[draw=blue!10,anchor=west, rounded corners=2pt, fill=blue!20,minimum width=2.5cm,minimum height=2em] (attention) at ([xshift=0.8cm]encoder.east) {注意力模块};
\node[anchor=west, rounded corners=3pt, fill=red!20, drop shadow, minimum width=12em,minimum height=4em] (decoder) at ([xshift=0.8cm]attention.east) {Transformer 解码器};
\node[anchor=north,word] (en1) at ([yshift=-1.4em,xshift=-3.6em]encoder.south) {hello};
\node[anchor=north,word] (en2) at ([yshift=-1.4em,xshift=-1.2em]encoder.south) {,};
\node[anchor=north,word] (en3) at ([yshift=-1.4em,xshift=1.2em]encoder.south) {world};
\node[anchor=north,word] (en4) at ([yshift=-1.4em,xshift=3.6em]encoder.south) {!};
\node[anchor=north,word] (de1) at ([yshift=-1.4em,xshift=-5em]decoder.south) {1};
\node[anchor=north,word] (de2) at ([yshift=-1.4em,xshift=-3em]decoder.south) {2};
\node[anchor=north,word] (de3) at ([yshift=-1.4em,xshift=-1 em]decoder.south) {3};
\node[anchor=north,word] (de4) at ([yshift=-1.4em,xshift=1em]decoder.south) {4};
\node[anchor=north,word] (de5) at ([yshift=-1.4em,xshift=3em]decoder.south) {5};
\node[anchor=north,word] (de6) at ([yshift=-1.4em,xshift=5em]decoder.south) {6};
\node[anchor=south,word] (out1) at ([yshift=1.4em,xshift=-5em]decoder.north) {你};
\node[anchor=south,word] (out2) at ([yshift=1.4em,xshift=-3em]decoder.north) {好};
\node[anchor=south,word] (out3) at ([yshift=1.4em,xshift=-1em]decoder.north) {，};
\node[anchor=south,word] (out4) at ([yshift=1.4em,xshift=1em]decoder.north) {世};
\node[anchor=south,word] (out5) at ([yshift=1.4em,xshift=3em]decoder.north) {界};
\node[anchor=south,word] (out6) at ([yshift=1.4em,xshift=5em]decoder.north) {！};
\draw[-latex, very thick,ublue] ([yshift=0.1em]en1.north) -- ([xshift=-3.6em,yshift=-0.1em]encoder.south);
\draw[-latex, very thick,ublue] ([yshift=0.1em]en2.north) -- ([xshift=-1.2em,yshift=-0.1em]encoder.south);
\draw[-latex, very thick,ublue] ([yshift=0.1em]en3.north) -- ([xshift=1.2em,yshift=-0.1em]encoder.south);
\draw[-latex, very thick,ublue] ([yshift=0.1em]en4.north) -- ([xshift=3.6em,yshift=-0.1em]encoder.south);
\draw[-latex, very thick,ublue] ([yshift=0.1em]de1.north) -- ([xshift=-5em]decoder.south);
\draw[-latex, very thick,ublue] ([yshift=0.1em]de2.north) -- ([xshift=-3em]decoder.south);
\draw[-latex, very thick,ublue] ([yshift=0.1em]de3.north) -- ([xshift=-1em]decoder.south);
\draw[-latex, very thick,ublue] ([yshift=0.1em]de4.north) -- ([xshift=1em]decoder.south);
\draw[-latex, very thick,ublue] ([yshift=0.1em]de5.north) -- ([xshift=3em]decoder.south);
\draw[-latex, very thick,ublue] ([yshift=0.1em]de6.north) -- ([xshift=5em]decoder.south);
\draw[-latex, very thick,ublue] ([xshift=-5em,yshift=0.1em]decoder.north) -- ([yshift=-0.1em]out1.south);
\draw[-latex, very thick,ublue] ([xshift=-3em,yshift=0.1em]decoder.north) -- ([yshift=-0.1em]out2.south);
\draw[-latex, very thick,ublue] ([xshift=-1em,yshift=0.1em]decoder.north) -- ([yshift=-0.1em]out3.south);
\draw[-latex, very thick,ublue] ([xshift=1em,yshift=0.1em]decoder.north) -- ([yshift=-0.1em]out4.south);
\draw[-latex, very thick,ublue] ([xshift=3em,yshift=0.1em]decoder.north) -- ([yshift=-0.1em]out5.south);
\draw[-latex, very thick,ublue] ([xshift=5em,yshift=0.1em]decoder.north) -- ([yshift=-0.1em]out6.south);
\draw[-latex, very thick, ublue] (encoder.east) -- (attention.west);
\draw[-latex, very thick, ublue] (attention.east) -- (decoder.west);
\draw[decorate,decoration={brace, mirror},ublue, very thick] ([yshift=-0.4em]de1.-135) -- node[font=\scriptsize,text=black,yshift=-1em]{预测译文长度 \& 计算位置编码}([yshift=-0.4em]de6.-45);
\tikzstyle{word} = [font=\scriptsize]
\node[rounded corners=3pt, fill=red!20, drop shadow, minimum width=10em,minimum height=4em,draw] (encoder) at (0,0) {Transformer 编码器 };
\node[draw,anchor=west, rounded corners=2pt, fill=orange!20,minimum width=2.5cm,minimum height=2em] (attention) at ([xshift=0.8cm]encoder.east) {注意力模块};
\node[anchor=west, rounded corners=3pt, fill=blue!20, drop shadow, minimum width=10em,minimum height=4em,draw] (decoder) at ([xshift=0.8cm]attention.east) {Transformer 解码器};
\node[anchor=north,word] (en1) at ([yshift=-1.3em,xshift=-3em]encoder.south) {hello};
\node[anchor=north,word] (en2) at ([yshift=-1.6em,xshift=-1em]encoder.south) {,};
\node[anchor=north,word] (en3) at ([yshift=-1.3em,xshift=1em]encoder.south) {world};
\node[anchor=north,word] (en4) at ([yshift=-1.3em,xshift=3em]encoder.south) {!};
\node[anchor=north,word] (de1) at ([yshift=-1.3em,xshift=-3em]decoder.south) {1};
\node[anchor=north,word] (de2) at ([yshift=-1.3em,xshift=-1em]decoder.south) {2};
\node[anchor=north,word] (de3) at ([yshift=-1.3em,xshift=1 em]decoder.south) {3};
\node[anchor=north,word] (de4) at ([yshift=-1.3em,xshift=3em]decoder.south) {4};
\node[anchor=south,word] (out1) at ([yshift=1.3em,xshift=-3em]decoder.north) {你好};
\node[anchor=south,word] (out2) at ([yshift=1.3em,xshift=-1em]decoder.north) {，};
\node[anchor=south,word] (out3) at ([yshift=1.3em,xshift=1em]decoder.north) {世界};
\node[anchor=south,word] (out4) at ([yshift=1.3em,xshift=3em]decoder.north) {！};
\draw[->, thick] ([yshift=0.1em]en1.north) -- ([xshift=-3em,yshift=-0.1em]encoder.south);
\draw[->, thick] ([yshift=0.3em]en2.north) -- ([xshift=-1em,yshift=-0.1em]encoder.south);
\draw[->, thick] ([yshift=0.1em]en3.north) -- ([xshift=1em,yshift=-0.1em]encoder.south);
\draw[->, thick] ([yshift=0.1em]en4.north) -- ([xshift=3em,yshift=-0.1em]encoder.south);
\draw[->,thick] ([yshift=0.1em]de1.north) -- ([xshift=-3em]decoder.south);
\draw[->, thick] ([yshift=0.1em]de2.north) -- ([xshift=-1em]decoder.south);
\draw[->, thick] ([yshift=0.1em]de3.north) -- ([xshift=1em]decoder.south);
\draw[->, thick] ([yshift=0.1em]de4.north) -- ([xshift=3em]decoder.south);
\draw[->, thick] ([xshift=-3em,yshift=0.1em]decoder.north) -- ([yshift=-0.1em]out1.south);
\draw[->, thick] ([xshift=-1em,yshift=0.1em]decoder.north) -- ([yshift=-0.1em]out2.south);
\draw[->, thick] ([xshift=1em,yshift=0.1em]decoder.north) -- ([yshift=-0.1em]out3.south);
\draw[->, thick] ([xshift=3em,yshift=0.1em]decoder.north) -- ([yshift=-0.1em]out4.south);
\draw[->,line width=1.5pt] (encoder.east) -- (attention.west);
\draw[->,line width=1.5pt] (attention.east) -- (decoder.west);
\draw[decorate,decoration={brace, mirror},ublue, very thick] ([xshift=0.5em,yshift=-0.4em]de1.-135) -- node[font=\scriptsize,text=black,yshift=-1em]{预测译文长度 \& 计算位置编码}([xshift=-0.5em,yshift=-0.4em]de4.-45);
%\begin{pgfonlayer}{background}
%{
......
Chapter14/Figures/figure-reproduction-rate.tex
......@@ -73,8 +73,13 @@
\node[draw=taupegray,thick,fill=blue!7,inner sep=0pt,minimum height=13.3em,minimum width=9.5em,rounded corners=4pt,drop shadow] (box3) at (12em,10.1em){};
}
\end{pgfonlayer}
\node[] at ([xshift=-2em]box1.west){{$M \times$}};
\node[] at ([xshift=2em]box3.east){{$\times N$}};
\node[] at ([yshift=1.8em]box2.north){\normalsize{译文长度：5}};
\node[] at ([xshift=-2em,yshift=0.5em]box2.west){\normalsize{繁衍率}};
\node[] at ([xshift=-2em,yshift=-0.5em]box2.west){\normalsize{预测器}};
\node[] at ([xshift=-2em]box1.west){\normalsize{编码器}};
\node[] at ([xshift=-1em,yshift=-2.5em]box1.west){{$M \times$}};
\node[] at ([xshift=2em]box3.east){\normalsize{解码器}};
\node[] at ([xshift=1em,yshift=-6em]box3.east){{$\times N$}};
\draw[line,dotted,rounded corners=4pt,violet] (box2.north) -- ([yshift=1em]box2.north) -- ([yshift=1em,xshift=6.2em]box2.north) -- ([xshift=-2.2em]tgt_emb.west) -- (tgt_emb.west);
\draw[line,-,dotted,rounded corners=4pt,violet,] (src_emb.east) -- ([xshift=-2em]tgt_emb.west);
......
Chapter14/Figures/figure-reranking.tex
......@@ -29,7 +29,7 @@
\end{pgfonlayer}
\node[anchor=north,font=\scriptsize,align=center] (w1) at ([yshift=-2em]encoder.south){\scriptsize\bfnew{There exist different} \\ \scriptsize\bfnew{opinions on this question}};
\node[anchor=north,font=\scriptsize,align=center] (w2) at ([yshift=-2em]decoder.south){\scriptsize\bfnew{There exist different} \\ \scriptsize\bfnew{opinions on this question}};
\node[anchor=north,font=\scriptsize,text=gray] (w3) at ([yshift=0.6em]w2.south){\scriptsize\bfnew{(copy source sentence)}};
\node[anchor=north,font=\scriptsize,text=gray] (w3) at ([yshift=0.6em]w2.south){\scriptsize\bfnew{（复制源语言句子）}};
\node[anchor=south,font=\scriptsize,align=center] (w4) at ([yshift=1.6em]box2.north){\scriptsize\bfnew{on this question} \\ \scriptsize\bfnew{There exist different opinions}};
\node[anchor=south,font=\scriptsize,align=center] (w5) at ([yshift=1.6em]box3.north){\tiny\bfnew{对 \ 这个 \ 问题 \ 存在 \ 不同的 \ 看法}};
\node[font=\tiny] at ([xshift=-0.8em,yshift=-0.6em]encoder.east) {$N\times$};
......
Chapter14/Figures/figure-weight-similarity.tex
......@@ -16,7 +16,7 @@
\setlength{\fboxsep}{2.2mm} % box size
\begin{tabular}{C{.20\textwidth}C{.20\textwidth}C{.20\textwidth}C{.20\textwidth}}
\setlength{\tabcolsep}{0pt}
\subfigure [\footnotesize{自注意力}] {
\subfigure [\small{自注意力}] {
\begin{tabular}{ccC{1em}}
\setlength{\tabcolsep}{0pt}
~
......@@ -62,7 +62,7 @@
}
&
\subfigure [\footnotesize{编码-解码注意力}] {
\subfigure [\small{编码-解码注意力}] {
\setlength{\tabcolsep}{0pt}
\begin{tabular}{ccC{1em}}
\setlength{\tabcolsep}{0pt}
......
Chapter3/chapter3.tex
......@@ -34,8 +34,8 @@
%----------------------------------------------
\begin{figure}[htp]
\centering
\subfigure[机器翻译系统被看作一个黑盒] {\input{./Chapter3/Figures/figure-mt-system-as-a-black-box} }
\subfigure[机器翻译系统 = 前/后处理 + 核心引擎] {\input{./Chapter3/Figures/figure-mt=language-analysis+translation-engine}}
\subfigure[\small{机器翻译系统被看作一个黑盒}] {\input{./Chapter3/Figures/figure-mt-system-as-a-black-box} }
\subfigure[\small{机器翻译系统 = 前/后处理 + 核心引擎}] {\input{./Chapter3/Figures/figure-mt=language-analysis+translation-engine}}
\caption{机器翻译系统的结构}
\label{fig:3.1-1}
\end{figure}
......@@ -253,8 +253,8 @@ $计算这种切分的概率值。
%----------------------------------------------
\begin{figure}[htp]
\centering
\subfigure[BIO格式标注命名实体] {\input{./Chapter3/Figures/figure-labeling-named-entities-in-bio-format} }
\subfigure[BIOES格式标注命名实体] {\input{./Chapter3/Figures/figure-labeling-named-entities-in-bioes-format}}
\subfigure[\small{BIO格式标注命名实体}] {\input{./Chapter3/Figures/figure-labeling-named-entities-in-bio-format} }
\subfigure[\small{BIOES格式标注命名实体}] {\input{./Chapter3/Figures/figure-labeling-named-entities-in-bioes-format}}
\caption{BIO和BIOES格式对比}
\label{fig:3.3-1}
\end{figure}
......@@ -514,7 +514,7 @@ Z(\seq{x})&=&\sum_{\seq{y}}\exp(\sum_{i=1}^m\sum_{j=1}^k\lambda_{j}F_{j}(y_{i-1}
\begin{figure}[htp]
\centering
\begin{tabular}{l l l}
\subfigure[HMM处理序列标注]{\input{./Chapter3/Figures/figure-process-sequence-labeling-by-hmm}} & \subfigure[CRF处理序列标注]{\input{./Chapter3/Figures/figure-process-sequence-labeling-by-crf}} & \subfigure[分类模型处理序列标注]{\input{./Chapter3/Figures/figure-process-sequence-labeling-by-classfication}}
\subfigure[\small{HMM处理序列标注}]{\input{./Chapter3/Figures/figure-process-sequence-labeling-by-hmm}} & \subfigure[\small{CRF处理序列标注}]{\input{./Chapter3/Figures/figure-process-sequence-labeling-by-crf}} & \subfigure[\small{分类模型处理序列标注}]{\input{./Chapter3/Figures/figure-process-sequence-labeling-by-classfication}}
\end{tabular}
\caption{HMM、CRF、分类算法三种方法对比}
\label{fig:3.3-7}
......
Chapter4/chapter4.tex
......@@ -149,7 +149,7 @@
\item {\small\sffamily\bfseries{根据冲突次数进行排序}}\upcite{DBLP:conf/wmt/Lopez12}。第一种排序策略中存在冲突现象：例如在每次两两比较中，系统${S}_j$胜过系统${S}_k$ 的次数比系统${S}_j$不敌系统${S}_k$的次数多，若待评价系统仅有系统${S}_j$、${S}_k$，显然系统${S}_j$的排名高于系统${S}_k$。但当待评价系统很多时，可能系统${S}_j$在所有比较中获胜的次数低于系统${S}_k$，此时就出现了总体排序与局部排序不一致的冲突。因此，有研究者提出，能够与局部排序冲突最少的总体排序才是最合理的。令$O$表示一个对若干个系统的排序，该排序所对应的冲突定义为：
\begin{eqnarray}
\textrm{conflict}(O) &=& \sum\limits_{{{S}_j} \in O,{{S}_k} \in O,j \ne k} {{\textrm{max}}(0,\textrm{count}_{\textrm{win}}({{S}_j},{{S}_k}) - \textrm{count}_{\textrm{loss}}({{S}_j},{{S}_k}))}
\textrm{conflict}(O) =\sum\limits_{{{S}_j},{{S}_k} \in O,j \ne k} {{\textrm{max}}(0,\textrm{count}_{\textrm{win}}({{S}_j},{{S}_k}) - \textrm{count}_{\textrm{loss}}({{S}_j},{{S}_k}))}
\label{eq:4-1}
\end{eqnarray}
......@@ -297,8 +297,8 @@
%----------------------------------------------
\begin{figure}[htp]
\centering
\subfigure[“绝对”匹配词对齐-1]{\input{./Chapter4/Figures/figure-absolute-match-word-alignment-1}}
\subfigure[“绝对”匹配词对齐-2]{\input{./Chapter4/Figures/figure-absolute-match-word-alignment-2}}
\subfigure[\small{“绝对”匹配词对齐-1}]{\input{./Chapter4/Figures/figure-absolute-match-word-alignment-1}}
\subfigure[\small{“绝对”匹配词对齐-2}]{\input{./Chapter4/Figures/figure-absolute-match-word-alignment-2}}
\caption{“绝对”匹配模型}
\label{fig:4-3}
\end{figure}
......@@ -490,8 +490,8 @@ His house is on the south bank of the river.
%----------------------------------------------
\begin{figure}[htp]
\centering
\subfigure[英语参考答案集表示]{\input{./Chapter4/Figures/figure-representation-of-english-reference-answer-set}}
\subfigure[捷克语参考答案集表示]{\input{./Chapter4/Figures/figure-representation-of-czech-reference-answer-set}}
\subfigure[\small{英语参考答案集表示}]{\input{./Chapter4/Figures/figure-representation-of-english-reference-answer-set}}
\subfigure[\small{捷克语参考答案集表示}]{\input{./Chapter4/Figures/figure-representation-of-czech-reference-answer-set}}
\caption{使用HyTER构造的参考答案集}
\label{fig:4-8}
\end{figure}
......@@ -815,11 +815,11 @@ d&=&t \frac{s}{\sqrt{n}}
\begin{example}
文档级质量评估任务
Candidate： A {\red housewife} won the first prize in the supermarket's anniversary
上文信息：A {\red housewife} won the first prize in the supermarket's anniversary
\hspace{5em}celebration.
Reference： A few days ago, {\red he} contacted the News Channel and said that the
机器译文：A few days ago, {\red he} contacted the News Channel and said that the
\hspace{5em}supermarket owner refused to give {\red him} the prize.
\label{eg:4-9}
......
Chapter9/Figures/figure-activate.tex
......@@ -7,7 +7,7 @@
\foreach \y in {1.0,0.5}{\draw(0,\y)--(0.05,\y)node[left,outer sep=2pt,font=\scriptsize]at(0,\y){\y};}
\draw[color=red ,domain=-1.4:1, line width=1pt]plot(\x,{ln(1+(exp(\x))});
\node[black,anchor=south] at (0,1.4) {\small $y = \ln(1+{\textrm e}^x)$};
\node [anchor=south east,inner sep=1pt] (labela) at (0.8,-2) {\footnotesize{(a) Softplus}};
\node [anchor=south east,inner sep=1pt] (labela) at (0.8,-2) {\small{(a) Softplus}};
\end{scope}
%%%------------------------------------------------------------------------------------------------------------
......@@ -22,7 +22,7 @@
\foreach \y in {0.5,1.0}{\draw(0,\y)--(0.05,\y)node[left,outer sep=2pt,font=\scriptsize]at(-0.15,\y){\y};}
\draw[color=red,domain=-1.4:1.4, line width=1pt]plot(\x,{1/(1+(exp(-5*\x)))});
\node[black,anchor=south] at (0,1.4) {\small $y = \frac{1}{1+{\textrm e}^{-x}}$};
\node [anchor=south east,inner sep=1pt] (labelb) at (0.8,-2) {\footnotesize{(b) Sigmoid}};
\node [anchor=south east,inner sep=1pt] (labelb) at (0.8,-2) {\small{(b) Sigmoid}};
\end{scope}
%%%------------------------------------------------------------------------------------------------------------
......@@ -35,7 +35,7 @@
\foreach \y in {,-1.0-0.5,0.5,1.0}{\draw(0,\y)--(0.05,\y)node[left,outer sep=2pt,font=\scriptsize]at(0,\y){\y};}
\draw[color=red ,domain=-1.4:1.4, line width=1pt]plot(\x,{tanh(\x)});
\node[black,anchor=south] at (0,1.4) {\small $y = \frac{{\textrm e}^{x}-{\textrm e}^{-x}}{{e}^{x}+e^{-x}}$};
\node [anchor=south east,inner sep=1pt] (labelc) at (0.8,-2) {\footnotesize{(c) Tanh}};
\node [anchor=south east,inner sep=1pt] (labelc) at (0.8,-2) {\small{(c) Tanh}};
\end{scope}
%%%------------------------------------------------------------------------------------------------------------
......@@ -47,7 +47,7 @@
\foreach \y in {0.5,1.0}{\draw(0,\y)--(0.05,\y)node[left,outer sep=2pt,font=\scriptsize]at(0,\y){\y};}
\draw[color=red ,domain=-1.4:1.4, line width=1pt]plot(\x,{max(\x,0)});
\node[black,anchor=south] at (0,1.4) {\small $y =\max (0, x)$};
\node [anchor=south east,inner sep=1pt] (labeld) at (0.8,-2) {\footnotesize{(d) ReLU}};
\node [anchor=south east,inner sep=1pt] (labeld) at (0.8,-2) {\small{(d) ReLU}};
\end{scope}
%%%------------------------------------------------------------------------------------------------------------
......@@ -58,7 +58,7 @@
\foreach \y in {0.5,1.0}{\draw(0,\y)--(0.05,\y)node[left,outer sep=2pt,font=\scriptsize]at(-0.15,\y){\y};}
\draw[color=red ,domain=-1.4:1.4, line width=1pt]plot(\x,{exp(-1*((\x)^2))});
\node[black,anchor=south] at (0,1.4) {\small $y =e^{-x^2}$};
\node [anchor=south east,inner sep=1pt] (labele) at (0.8,-2) {\footnotesize{(e) Gaussian}};
\node [anchor=south east,inner sep=1pt] (labele) at (0.8,-2) {\small{(e) Gaussian}};
\end{scope}
%%%------------------------------------------------------------------------------------------------------------
......@@ -69,7 +69,7 @@
\foreach \y in {0.5,1.0}{\draw(0,\y)--(0.05,\y)node[left,outer sep=2pt,font=\scriptsize]at(0,\y){\y};}
\draw[color=red ,domain=-1:1, line width=1pt]plot(\x,\x);
\node[black,anchor=south] at (0,1.4) {\small $y =x$};
\node [anchor=south east,inner sep=1pt] (labelf) at (0.8,-2) {\footnotesize{(f) Identity}};
\node [anchor=south east,inner sep=1pt] (labelf) at (0.8,-2) {\small{(f) Identity}};
\end{scope}
\end{tikzpicture}
%%%------------------------------------------------------------------------------------------------------------
\ No newline at end of file
Chapter9/Figures/figure-bias.tex
......@@ -8,7 +8,7 @@
\draw [-] (-0.05,1) -- (0.05,1);
\node [anchor=east,inner sep=1pt] (label1) at (0,1) {\tiny{1}};
\node [anchor=south east,inner sep=1pt] (label2) at (0,0) {\tiny{0}};
\node [anchor=south east,inner sep=1pt] (labela) at (0.2,-0.5) {\footnotesize{(a)}};
\node [anchor=south east,inner sep=1pt] (labela) at (0.2,-0.5) {\small{(a)}};
}
{\node [anchor=north west,align=left] (wblabel) at (-1.8,2) {{\scriptsize{\ $w_{11}=100$}}\\[-0ex] \scriptsize{\ $b_1=0$}};}
{\draw [-,very thick,ublue,rounded corners=0.1em] (-1.5,0) -- (0,0) -- (0,1) -- (1.5,1);}
......@@ -21,7 +21,7 @@
\draw [-] (-0.05,1) -- (0.05,1);
\node [anchor=east,inner sep=1pt] (label1) at (0,1) {\tiny{1}};
\node [anchor=south east,inner sep=1pt] (label2) at (0,0) {\tiny{0}};
\node [anchor=south east,inner sep=1pt] (labelb) at (0.2,-0.5) {\footnotesize{(b)}};
\node [anchor=south east,inner sep=1pt] (labelb) at (0.2,-0.5) {\small{(b)}};
}
{\node [anchor=north west,align=left] (wblabel) at (-1.8,2) {\scriptsize{\ $w_{11}=100$}\\[-0ex] {\scriptsize{\ $b_1=-2$}}};}
{\draw [-,very thick,ublue,rounded corners=0.1em] (-1.5,0) -- (0.25,0) -- (0.25,1) -- (1.5,1);}
......@@ -34,7 +34,7 @@
\draw [-] (-0.05,1) -- (0.05,1);
\node [anchor=east,inner sep=1pt] (label1) at (0,1) {\tiny{1}};
\node [anchor=south east,inner sep=1pt] (label2) at (0,0) {\tiny{0}};
\node [anchor=south east,inner sep=1pt] (labelc) at (0.2,-0.5) {\footnotesize{(c)}};
\node [anchor=south east,inner sep=1pt] (labelc) at (0.2,-0.5) {\small{(c)}};
}
{\node [anchor=north west,align=left] (wblabel) at (-1.8,2) {\scriptsize{\ $w_{11}=100$}\\[-0ex] {\scriptsize{\ $b_1=-4$}}};}
{\draw [-,very thick,ublue,rounded corners=0.1em] (-1.5,0) -- (0.5,0) -- (0.5,1) -- (1.5,1);}
......
Chapter9/Figures/figure-broadcast.tex
......@@ -9,7 +9,7 @@
\addtocounter{mycount1}{1};
}
\node [anchor=south] (varlabel) at (0,0.6) {$\mathbi{s}$};
\node [anchor=north] (labelc) at (0,-0.7) {\footnotesize{(a)}};
\node [anchor=north] (labelc) at (0,-0.7) {\small{(a)}};
\end{scope}
\begin{scope}[xshift=2.1in]
......@@ -21,7 +21,7 @@
\addtocounter{mycount1}{1};
}
\node [anchor=south] (varlabel) at (0,0.1) {$\mathbi{b}$};
\node [anchor=north] (labelc) at (0,-0.7) {\footnotesize{(b)}};
\node [anchor=north] (labelc) at (0,-0.7) {\small{(b)}};
\end{scope}
......@@ -51,7 +51,7 @@
}
\node [anchor=center] (plabel) at (-4.5em,0) {\huge{$\mathbf{+}$}};
\node [anchor=south] (varlabel) at (0,0.6) {$\mathbi{b}$};
\node [anchor=north] (labelc) at (0,-0.7) {\footnotesize{(c)}};
\node [anchor=north] (labelc) at (0,-0.7) {\small{(c)}};
\end{scope}
\begin{scope}[yshift=-1in,xshift=3in]
\setcounter{mycount1}{2}
......
Chapter9/Figures/figure-fit.tex
......@@ -10,7 +10,7 @@
\draw [-,ublue] (n10.west) -- (n10.east);
\draw [-,ublue] (n11.west) -- (n11.east);
\node [anchor=north] (x1) at ([yshift=-6em]n11.south) {$x_1$};
\node [anchor=north] (labela) at ([xshift=3.5em,yshift=-0.5em]x1.south) {\footnotesize{(a) 拟合一小段函数}};
\node [anchor=north] (labela) at ([xshift=3.5em,yshift=-0.5em]x1.south) {\small{(a) 拟合一小段函数}};
\node [anchor=north] (b) at ([yshift=-6em]n10.south) {$\mathbi{b}$};
{
\draw [->,thick,red] (b.north) -- ([yshift=-0.1em]n10.south);
......@@ -92,7 +92,7 @@
\draw [-,ublue] (n10.west) -- (n10.east);
\draw [-,ublue] (n11.west) -- (n11.east);
\node [anchor=north] (x1) at ([yshift=-6em]n11.south) {$x_1$};
\node [anchor=north] (labelb) at ([xshift=6em,yshift=-0.5em]x1.south) {\footnotesize{(b) 拟合更大一段函数}};
\node [anchor=north] (labelb) at ([xshift=6em,yshift=-0.5em]x1.south) {\small{(b) 拟合更大一段函数}};
\node [anchor=north] (b) at ([yshift=-6em]n10.south) {$\mathbi{b}$};
{
\draw [->,thick,red] (b.north) -- ([yshift=-0.1em]n10.south);
......
Chapter9/Figures/figure-parallel.tex
......@@ -32,13 +32,13 @@
}
{
\draw[->,very thick,red] ([xshift=-0.5em,yshift=2pt]processor2.north) -- ([xshift=-0.5em,yshift=-2pt]serverbox.south) node [pos=0.5,align=right,xshift=-2em] (pushlabel) {\footnotesize{$\frac{\partial J}{\partial{\bm \theta}}$}};;
\draw[<-,very thick,blue] ([xshift=0.5em,yshift=2pt]processor2.north) -- ([xshift=0.5em,yshift=-2pt]serverbox.south) node [pos=0.5,align=left,xshift=2.2em] (fetchlabel) {\footnotesize{${\bm \theta}_{\textrm{new}}$}};;;
\draw[->,very thick,red] ([xshift=-0.5em,yshift=2pt]processor3.north) --
\draw[->,very thick,red!70] ([xshift=-0.5em,yshift=2pt]processor2.north) -- ([xshift=-0.5em,yshift=-2pt]serverbox.south) node [pos=0.5,align=right,xshift=-2em] (pushlabel) {\footnotesize{$\frac{\partial J}{\partial{\bm \theta}}$}};;
\draw[<-,very thick,ublue!90] ([xshift=0.5em,yshift=2pt]processor2.north) -- ([xshift=0.5em,yshift=-2pt]serverbox.south) node [pos=0.5,align=left,xshift=2.2em] (fetchlabel) {\footnotesize{${\bm \theta}_{\textrm{new}}$}};;;
\draw[->,very thick,red!70] ([xshift=-0.5em,yshift=2pt]processor3.north) --
([xshift=3em,yshift=-2pt]serverbox.south);
\draw[<-,very thick,blue] ([xshift=0.5em,yshift=2pt]processor3.north) -- ([xshift=4em,yshift=-2pt]serverbox.south) node [pos=0.49,align=left,xshift=2.2em] (fetchlabel) {\footnotesize{Fetch($\cdot$)}};
\draw[->,very thick,red] ([xshift=-0.5em,yshift=2pt]processor1.north) -- ([xshift=-4em,yshift=-2pt]serverbox.south) node [pos=0.5,align=right,xshift=-2em] (pushlabel) {\footnotesize{Push($\cdot$)}};
\draw[<-,very thick,blue] ([xshift=0.5em,yshift=2pt]processor1.north) -- ([xshift=-3em,yshift=-2pt]serverbox.south);
\draw[<-,very thick,ublue!90] ([xshift=0.5em,yshift=2pt]processor3.north) -- ([xshift=4em,yshift=-2pt]serverbox.south) node [pos=0.49,align=left,xshift=2.2em] (fetchlabel) {\footnotesize{Fetch($\cdot$)}};
\draw[->,very thick,red!70] ([xshift=-0.5em,yshift=2pt]processor1.north) -- ([xshift=-4em,yshift=-2pt]serverbox.south) node [pos=0.5,align=right,xshift=-2em] (pushlabel) {\footnotesize{Push($\cdot$)}};
\draw[<-,very thick,ublue!90] ([xshift=0.5em,yshift=2pt]processor1.north) -- ([xshift=-3em,yshift=-2pt]serverbox.south);
}
%%%%%%%%%%%
......@@ -110,13 +110,13 @@
}
{
\draw[->,very thick,red] ([xshift=-0.5em,yshift=2pt]processor2.north) -- ([xshift=-0.5em,yshift=-2pt]serverbox.south) node [pos=0.5,align=right,xshift=-2em] (pushlabel) {\footnotesize{$\frac{\partial J}{\partial {\bm \theta}}$}};;
\draw[<-,very thick,blue] ([xshift=0.5em,yshift=2pt]processor2.north) -- ([xshift=0.5em,yshift=-2pt]serverbox.south) node [pos=0.5,align=left,xshift=2.2em] (fetchlabel) {\footnotesize{${\bm \theta}_{\textrm{new}}$}};;;
\draw[->,very thick,red] ([xshift=-0.5em,yshift=2pt]processor3.north) --
\draw[->,very thick,red!70] ([xshift=-0.5em,yshift=2pt]processor2.north) -- ([xshift=-0.5em,yshift=-2pt]serverbox.south) node [pos=0.5,align=right,xshift=-2em] (pushlabel) {\footnotesize{$\frac{\partial J}{\partial {\bm \theta}}$}};;
\draw[<-,very thick,ublue] ([xshift=0.5em,yshift=2pt]processor2.north) -- ([xshift=0.5em,yshift=-2pt]serverbox.south) node [pos=0.5,align=left,xshift=2.2em] (fetchlabel) {\footnotesize{${\bm \theta}_{\textrm{new}}$}};;;
\draw[->,very thick,red!70] ([xshift=-0.5em,yshift=2pt]processor3.north) --
([xshift=3em,yshift=-2pt]serverbox.south);
\draw[<-,very thick,blue] ([xshift=0.5em,yshift=2pt]processor3.north) -- ([xshift=4em,yshift=-2pt]serverbox.south) node [pos=0.49,align=left,xshift=2.2em] (fetchlabel) {\footnotesize{Fetch($\cdot$)}};
\draw[->,very thick,red] ([xshift=-0.5em,yshift=2pt]processor1.north) -- ([xshift=-4em,yshift=-2pt]serverbox.south) node [pos=0.5,align=right,xshift=-2em] (pushlabel) {\footnotesize{Push($\cdot$)}};
\draw[<-,very thick,blue] ([xshift=0.5em,yshift=2pt]processor1.north) -- ([xshift=-3em,yshift=-2pt]serverbox.south);
\draw[<-,very thick,ublue] ([xshift=0.5em,yshift=2pt]processor3.north) -- ([xshift=4em,yshift=-2pt]serverbox.south) node [pos=0.49,align=left,xshift=2.2em] (fetchlabel) {\footnotesize{Fetch($\cdot$)}};
\draw[->,very thick,red!70] ([xshift=-0.5em,yshift=2pt]processor1.north) -- ([xshift=-4em,yshift=-2pt]serverbox.south) node [pos=0.5,align=right,xshift=-2em] (pushlabel) {\footnotesize{Push($\cdot$)}};
\draw[<-,very thick,ublue] ([xshift=0.5em,yshift=2pt]processor1.north) -- ([xshift=-3em,yshift=-2pt]serverbox.south);
}
%%%%%%%%%%%
......
Chapter9/Figures/figure-piecewise.tex
......@@ -10,7 +10,7 @@
\draw [->,thick] (-2.2,0) -- (2.2,0);
\draw [->,thick] (0,0) -- (0,2);
\draw [-] (-0.05,1) -- (0.05,1);
\node [anchor=north,inner sep=1pt] (labelb) at (0,-0.2) {\footnotesize{(b)}};
\node [anchor=north,inner sep=1pt] (labelb) at (0,-0.2) {\small{(b)}};
}
{
\draw [->,thick] (-2.2,0) -- (2.2,0);
......@@ -35,7 +35,7 @@
\draw [-] (-0.05,1) -- (0.05,1);
\node [anchor=east,inner sep=1pt] (label1) at (0,1.18) {\tiny{1}};
\node [anchor=south east,inner sep=1pt] (label2) at (0,0) {\tiny{0}};
\node [anchor=north,inner sep=1pt] (labela) at (0,-0.2) {\footnotesize{(a)}};
\node [anchor=north,inner sep=1pt] (labela) at (0,-0.2) {\small{(a)}};
}
{
\draw [->,thick] (-2.2,0) -- (2.2,0);
......
Chapter9/Figures/figure-rnn-lm.tex
\begin{tikzpicture}
\begin{scope}
\tikzstyle{rnnnode} = [draw,inner sep=5pt,minimum width=4em,minimum height=1.5em,fill=green!30!white,blur shadow={shadow xshift=1pt,shadow yshift=-1pt}]
\tikzstyle{rnnnode} = [draw,inner sep=5pt,minimum width=4em,minimum height=1.5em,fill=green!20!white,blur shadow={shadow xshift=1pt,shadow yshift=-1pt}]
{
\node [anchor=west,rnnnode] (node11) at (0,0) {\scriptsize{RNN Cell}};
\node [anchor=west,rnnnode] (node12) at ([xshift=2em]node11.east) {\scriptsize{RNN Cell}};
\node [anchor=west,rnnnode] (node13) at ([xshift=2em]node12.east) {\scriptsize{RNN Cell}};
\node [anchor=west,rnnnode] (node14) at ([xshift=2em]node13.east) {\scriptsize{RNN Cell}};
}
\node [anchor=north,rnnnode,fill=red!30!white] (e1) at ([yshift=-1.2em]node11.south) {\tiny{${\mathbi{e}}_1={\mathbi{o}}_1{\mathbi{C}}$}};
\node [anchor=north,rnnnode,fill=red!30!white] (e2) at ([yshift=-1.2em]node12.south) {\tiny{${\mathbi{e}}_2={\mathbi{o}}_2{\mathbi{C}}$}};
\node [anchor=north,rnnnode,fill=red!30!white] (e3) at ([yshift=-1.2em]node13.south) {\tiny{${\mathbi{e}}_3={\mathbi{o}}_3{\mathbi{C}}$}};
\node [anchor=north,rnnnode,fill=red!30!white] (e4) at ([yshift=-1.2em]node14.south) {\tiny{${\mathbi{e}}_4={\mathbi{o}}_4{\mathbi{C}}$}};
\node [anchor=north,rnnnode,fill=red!20!white] (e1) at ([yshift=-1.2em]node11.south) {\tiny{${\mathbi{e}}_1={\mathbi{o}}_1{\mathbi{C}}$}};
\node [anchor=north,rnnnode,fill=red!20!white] (e2) at ([yshift=-1.2em]node12.south) {\tiny{${\mathbi{e}}_2={\mathbi{o}}_2{\mathbi{C}}$}};
\node [anchor=north,rnnnode,fill=red!20!white] (e3) at ([yshift=-1.2em]node13.south) {\tiny{${\mathbi{e}}_3={\mathbi{o}}_3{\mathbi{C}}$}};
\node [anchor=north,rnnnode,fill=red!20!white] (e4) at ([yshift=-1.2em]node14.south) {\tiny{${\mathbi{e}}_4={\mathbi{o}}_4{\mathbi{C}}$}};
\node [anchor=north] (w1) at ([yshift=-1em]e1.south) {\footnotesize{${\mathbi{o}}_1$}};
\node [anchor=north] (w2) at ([yshift=-1em]e2.south) {\footnotesize{${\mathbi{o}}_2$}};
\node [anchor=north] (w3) at ([yshift=-1em]e3.south) {\footnotesize{${\mathbi{o}}_3$}};
......@@ -32,10 +32,10 @@
\node [anchor=south,rnnnode] (node23) at ([yshift=1.5em]node13.north) {\scriptsize{RNN Cell}};
\node [anchor=south,rnnnode] (node24) at ([yshift=1.5em]node14.north) {\scriptsize{RNN Cell}};
\node [anchor=south,rnnnode,fill=blue!30!white] (node31) at ([yshift=1.5em]node21.north) {\scriptsize{Softmax($\cdot$)}};
\node [anchor=south,rnnnode,fill=blue!30!white] (node32) at ([yshift=1.5em]node22.north) {\scriptsize{Softmax($\cdot$)}};
\node [anchor=south,rnnnode,fill=blue!30!white] (node33) at ([yshift=1.5em]node23.north) {\scriptsize{Softmax($\cdot$)}};
\node [anchor=south,rnnnode,fill=blue!30!white] (node34) at ([yshift=1.5em]node24.north) {\scriptsize{Softmax($\cdot$)}};
\node [anchor=south,rnnnode,fill=blue!20!white] (node31) at ([yshift=1.5em]node21.north) {\scriptsize{Softmax($\cdot$)}};
\node [anchor=south,rnnnode,fill=blue!20!white] (node32) at ([yshift=1.5em]node22.north) {\scriptsize{Softmax($\cdot$)}};
\node [anchor=south,rnnnode,fill=blue!20!white] (node33) at ([yshift=1.5em]node23.north) {\scriptsize{Softmax($\cdot$)}};
\node [anchor=south,rnnnode,fill=blue!20!white] (node34) at ([yshift=1.5em]node24.north) {\scriptsize{Softmax($\cdot$)}};
}
{
......
Chapter9/Figures/figure-rnn-model.tex
\begin{tikzpicture}
\begin{scope}
\tikzstyle{rnnnode} = [draw,inner sep=5pt,minimum width=4em,minimum height=1.5em,fill=green!30!white,blur shadow={shadow xshift=1pt,shadow yshift=-1pt}]
\tikzstyle{rnnnode} = [draw,inner sep=5pt,minimum width=4em,minimum height=1.5em,fill=green!20!white,blur shadow={shadow xshift=1pt,shadow yshift=-1pt}]
\node [anchor=west,rnnnode] (node11) at (0,0) {\scriptsize{RNN Cell}};
\node [anchor=west,rnnnode] (node12) at ([xshift=2em]node11.east) {\scriptsize{RNN Cell}};
\node [anchor=west,rnnnode] (node13) at ([xshift=2em]node12.east) {\scriptsize{RNN Cell}};
\node [anchor=west,rnnnode] (node14) at ([xshift=2em]node13.east) {\scriptsize{RNN Cell}};
\node [anchor=north,rnnnode,fill=red!30!white] (e1) at ([yshift=-1.2em]node11.south) {\scriptsize{embedding}};
\node [anchor=north,rnnnode,fill=red!30!white] (e2) at ([yshift=-1.2em]node12.south) {\scriptsize{embedding}};
\node [anchor=north,rnnnode,fill=red!30!white] (e3) at ([yshift=-1.2em]node13.south) {\scriptsize{embedding}};
\node [anchor=north,rnnnode,fill=red!30!white] (e4) at ([yshift=-1.2em]node14.south) {\scriptsize{embedding}};
\node [anchor=north,rnnnode,fill=red!20!white] (e1) at ([yshift=-1.2em]node11.south) {\scriptsize{embedding}};
\node [anchor=north,rnnnode,fill=red!20!white] (e2) at ([yshift=-1.2em]node12.south) {\scriptsize{embedding}};
\node [anchor=north,rnnnode,fill=red!20!white] (e3) at ([yshift=-1.2em]node13.south) {\scriptsize{embedding}};
\node [anchor=north,rnnnode,fill=red!20!white] (e4) at ([yshift=-1.2em]node14.south) {\scriptsize{embedding}};
\node [anchor=north] (w1) at ([yshift=-1em]e1.south) {\footnotesize{亚伦}};
\node [anchor=north] (w2) at ([yshift=-1em]e2.south) {\footnotesize{任职}};
\node [anchor=north] (w3) at ([yshift=-1em]e3.south) {\footnotesize{于}};
......
Chapter9/Figures/figure-save.tex
......@@ -7,7 +7,7 @@
\node [fill=green!15,inner sep=0pt,minimum height=0.49cm,minimum width=0.49cm](vector1) at (\x,0.25) {$\number\value{mycount1}$};
\addtocounter{mycount1}{1};
}
\node [anchor=north] (labela) at ([xshift=-1.2em,yshift=-0em]vector1.south) {\footnotesize{(a) }};
\node [anchor=north] (labela) at ([xshift=-1.2em,yshift=-0em]vector1.south) {\small{(a) }};
\end{scope}
\begin{scope}[xshift=1.2in]
......@@ -21,7 +21,7 @@
\node [fill=red!15,inner sep=0pt,minimum height=0.49cm,minimum width=0.49cm] at (\x,0.25) {$\number\value{mycount2}$};
\addtocounter{mycount2}{1};
}
\node [anchor=north] (labelb) at ([xshift=0.3em,yshift=-0em]vector2.south) {\footnotesize{(b) }};
\node [anchor=north] (labelb) at ([xshift=0.3em,yshift=-0em]vector2.south) {\small{(b) }};
\end{scope}
\begin{scope}[yshift=-0.6in]
......@@ -47,7 +47,7 @@
\draw[decorate,thick,decoration={brace,mirror,raise=0.2em}] (3.05,-0.2) -- (6,-0.2);
\node [anchor=north] (subtensor1) at (1.5,-0.4) {\footnotesize{$3 \times 2$ sub-tensor}};
\node [anchor=north] (subtensor1) at (4.5,-0.4) {\footnotesize{$3 \times 2$ sub-tensor}};
\node [anchor=north] (labelc) at (3,-0.8) {\footnotesize{(c)}};
\node [anchor=north] (labelc) at (3,-0.8) {\small{(c)}};
\end{scope}
\end{tikzpicture}
......
Chapter9/Figures/figure-sawtooth.tex
......@@ -40,7 +40,7 @@
\draw[-,ublue](0,-0.8)..controls(0.5,-0.8) and (0.6,-0.85)..(0.6,-0.9)..controls(0.6,-0.93)and (0.5,-0.91)..(0.3,-0.88)..controls(0.2,-0.87)and (0.1,-0.86)..(0,-0.86)..controls(-0.1,-0.86)and(-0.2,-0.87)..(-0.3,-0.88)..controls(-0.5,-0.91) and(-0.6,-0.93) ..(-0.6,-0.9)..controls(-0.6,-0.85)and (-0.5,-0.8)..(0,-0.8);
\node [anchor=north] (labela) at (0,-2.7) {\footnotesize{(a)梯度下降算法中的``锯齿''现象}};
\node [anchor=north] (labela) at (0,-2.7) {\small{(a)梯度下降算法中的``锯齿''现象}};
\end{scope}
......@@ -78,7 +78,7 @@
\draw[-,ublue](0,-0.8)..controls(0.5,-0.8) and (0.6,-0.85)..(0.6,-0.9)..controls(0.6,-0.93)and (0.5,-0.91)..(0.3,-0.88)..controls(0.2,-0.87)and (0.1,-0.86)..(0,-0.86)..controls(-0.1,-0.86)and(-0.2,-0.87)..(-0.3,-0.88)..controls(-0.5,-0.91) and(-0.6,-0.93) ..(-0.6,-0.9)..controls(-0.6,-0.85)and (-0.5,-0.8)..(0,-0.8);
\node [anchor=north] (labelb) at (0,-3) {\footnotesize{(b)Momentum梯度下降算法更加``平滑''地更新}};
\node [anchor=north] (labelb) at (0,-3) {\small{(b)Momentum梯度下降算法更加``平滑''地更新}};
\end{scope}
\end{tikzpicture}
......
Chapter9/Figures/figure-translation.tex
%%%------------------------------------------------------------------------------------------------------------
\begin{tikzpicture}
\tikzstyle{neuron} = [rectangle,draw,thick,fill=red!30,red!35,minimum height=2em,minimum width=2em,font=\small]
\tikzstyle{neuron} = [rectangle,draw,thick,fill=red!25,red!30,minimum height=2em,minimum width=2em,font=\small]
\node[neuron,anchor=north] (a1) at (0,0) {};
\draw[->,thick] ([xshift=-2em,yshift=0em]a1.south) to ([xshift=3em,yshift=0em]a1.south);
\draw[->,thick] ([xshift=0em,yshift=-4em]a1.west) to ([xshift=0em,yshift=2em]a1.west);
......@@ -11,7 +11,7 @@
\node [anchor=west] (x) at ([xshift=-0.7em,yshift=1em]a1.south) {\Large{$\textbf{F}$}};
{
\tikzstyle{neuron} = [rectangle,draw,thick,fill=red!30,red!35,minimum height=2em,minimum width=2em,font=\small]
\tikzstyle{neuron} = [rectangle,draw,thick,fill=red!25,red!30,minimum height=2em,minimum width=2em,font=\small]
\node[neuron,anchor=north] (a2) at ([xshift=10em,yshift=0em]a1.south) {};
\draw[->,thick] ([xshift=-2em,yshift=0em]a2.north) to ([xshift=3em,yshift=0em]a2.north);
\draw[->,thick] ([xshift=0em,yshift=-2em]a2.west) to ([xshift=0em,yshift=4em]a2.west);
......@@ -33,7 +33,7 @@
}
{
\tikzstyle{neuron} = [rectangle,draw,thick,fill=red!30,red!35,minimum height=2em,minimum width=2em,font=\small]
\tikzstyle{neuron} = [rectangle,draw,thick,fill=red!25,red!30,minimum height=2em,minimum width=2em,font=\small]
\node[neuron,anchor=north] (a3) at ([xshift=11em,yshift=2.05em]a2.south) {};
\draw[->,thick] ([xshift=-3em,yshift=0em]a3.north) to ([xshift=2em,yshift=0em]a3.north);
\draw[->,thick] ([xshift=-1em,yshift=-2em]a3.west) to ([xshift=-1em,yshift=4em]a3.west);
......
Chapter9/Figures/figure-w1.tex
......@@ -8,7 +8,7 @@
\draw [-] (-0.05,1) -- (0.05,1);
\node [anchor=east,inner sep=1pt] (label1) at (0,1) {\tiny{1}};
\node [anchor=south east,inner sep=1pt] (label2) at (0,0) {\tiny{0}};
\node [anchor=south east,inner sep=1pt] (labela) at (0.2,-0.5) {\footnotesize{(a)}};
\node [anchor=south east,inner sep=1pt] (labela) at (0.2,-0.5) {\small{(a)}};
}
{\node [anchor=north west,align=left] (wblabel) at (-1.8,2) {\scriptsize{\ $w_{11}=100$}\\[-0ex] {\scriptsize{\ $b_1=-4$}}};}
{\draw [-,very thick,ublue,rounded corners=0.1em] (-1.5,0) -- (0.5,0) -- (0.5,1) -- (1.5,1);}
......@@ -21,7 +21,7 @@
\draw [-] (-0.05,1) -- (0.05,1);
\node [anchor=east,inner sep=1pt] (label1) at (0,1) {\tiny{1}};
\node [anchor=south east,inner sep=1pt] (label2) at (0,0) {\tiny{0}};
\node [anchor=south east,inner sep=1pt] (labelb) at (0.2,-0.5) {\footnotesize{(b)}};
\node [anchor=south east,inner sep=1pt] (labelb) at (0.2,-0.5) {\small{(b)}};
}
{\node [anchor=north west,align=left] (wblabel) at (-1.8,2) {{\scriptsize{\ $w'_{11}=0.9$}}};}
{\draw [-,very thick,ublue,rounded corners=0.1em] (-1.8,0) -- (0.5,0) -- (0.5,0.9) -- (1.8,0.9);}
......@@ -35,7 +35,7 @@
\draw [-] (-0.05,1) -- (0.05,1);
\node [anchor=east,inner sep=1pt] (label1) at (0,1) {\tiny{1}};
\node [anchor=south east,inner sep=1pt] (label2) at (0,0) {\tiny{0}};
\node [anchor=south east,inner sep=1pt] (labelc) at (0.2,-0.5) {\footnotesize{(c)}};
\node [anchor=south east,inner sep=1pt] (labelc) at (0.2,-0.5) {\small{(c)}};
}
{\node [anchor=north west,align=left] (wblabel) at (-1.8,2) {{\scriptsize{\ $w'_{11}=0.7$}}};}
{\draw [-,very thick,ublue,rounded corners=0.1em] (-1.5,0) -- (0.5,0) -- (0.5,0.7) -- (1.5,0.7);}
......
Chapter9/Figures/figure-weight.tex
......@@ -8,7 +8,7 @@
\draw [-] (-0.05,1) -- (0.05,1);
\node [anchor=east,inner sep=1pt] (label1) at (0,1) {\tiny{1}};
\node [anchor=south east,inner sep=1pt] (label2) at (0,0) {\tiny{0}};
\node [anchor=south east,inner sep=1pt] (labela) at (0.2,-0.5) {\footnotesize{(a)}};
\node [anchor=south east,inner sep=1pt] (labela) at (0.2,-0.5) {\small{(a)}};
}
{\node [anchor=north west,align=left] (wblabel) at (-1.8,2) {\scriptsize{\ $w_{11}=1$}\\[-0ex] \scriptsize{\ $b_1=0$}};}
{\draw [-,very thick,ublue,domain=-1.5:1.5,samples=100] plot (\x,{1/(1+exp(-2*\x))});}
......@@ -21,7 +21,7 @@
\draw [-] (-0.05,1) -- (0.05,1);
\node [anchor=east,inner sep=1pt] (label1) at (0,1) {\tiny{1}};
\node [anchor=south east,inner sep=1pt] (label2) at (0,0) {\tiny{0}};
\node [anchor=south east,inner sep=1pt] (labelb) at (0.2,-0.5) {\footnotesize{(b)}};
\node [anchor=south east,inner sep=1pt] (labelb) at (0.2,-0.5) {\small{(b)}};
}
{\node [anchor=north west,align=left] (wblabel) at (-1.8,2) {{\scriptsize{\ $w_{11}=10$}}\\[-0ex] \scriptsize{\ $b_1=0$}};}
{\draw [-,very thick,ublue,domain=-1.5:1.5,samples=100] plot (\x,{1/(1+exp(-4*\x))});}
......@@ -34,7 +34,7 @@
\draw [-] (-0.05,1) -- (0.05,1);
\node [anchor=east,inner sep=1pt] (label1) at (0,1) {\tiny{1}};
\node [anchor=south east,inner sep=1pt] (label2) at (0,0) {\tiny{0}};
\node [anchor=south east,inner sep=1pt] (labelc) at (0.2,-0.5) {\footnotesize{(c)}};
\node [anchor=south east,inner sep=1pt] (labelc) at (0.2,-0.5) {\small{(c)}};
}
{\node [anchor=north west,align=left] (wblabel) at (-1.8,2) {{\scriptsize{\ $w_{11}=100$}}\\[-0ex] \scriptsize{\ $b_1=0$}};}
{\draw [-,very thick,ublue,rounded corners=0.1em] (-1.5,0) -- (0,0) -- (0,1) -- (1.5,1);}
......
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