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mtbookv2
Commits
866b08ab
Commit
866b08ab
authored
Nov 26, 2020
by
zengxin
Browse files
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11
parent
ac4d14fc
全部展开
隐藏空白字符变更
内嵌
并排
正在显示
4 个修改的文件
包含
56 行增加
和
46 行删除
+56
-46
Chapter11/Figures/figure-average-pooling.tex
+20
-17
Chapter11/Figures/figure-max-pooling.tex
+6
-3
Chapter11/Figures/figure-use-cnn-in-sentence-classification.tex
+30
-26
Chapter11/chapter11.tex
+0
-0
没有找到文件。
Chapter11/Figures/figure-average-pooling.tex
查看文件 @
866b08ab
...
@@ -2,29 +2,32 @@
...
@@ -2,29 +2,32 @@
\begin{tikzpicture}
[node distance = 0cm]
\begin{tikzpicture}
[node distance = 0cm]
\node
(num1)[num,fill=red!10]
{
0
}
;
\node
(num1)[num,fill=red!10]
{
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}
;
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(num2)[num,below of = num1,yshift= -0.6cm,fill=red!10]
{
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;
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(num2)[num,below of = num1,yshift= -0.6cm,fill=red!10]
{
5
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;
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;
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;
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;
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;
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(num5)[num,right of = num3,xshift= 0.6cm,fill=green!10]
{
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;
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;
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7
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;
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(num8)[num,below of = num7,yshift= -0.6cm,fill=green!10]
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;
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(num7)[num,right of = num5,xshift= 0.6cm,fill=green!10]
{
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;
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(num9)[num,below of = num2,yshift= -0.6cm,fill=yellow!10]
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;
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(num8)[num,below of = num7,yshift= -0.6cm,fill=green!10]
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;
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;
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;
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(num12)[num,below of = num11,yshift= -0.6cm,fill=yellow!10]
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;
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{
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;
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(num14)[num,below of = num13,yshift= -0.6cm,fill=blue!10]
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;
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(num14)[num,below of = num13,yshift= -0.6cm,fill=blue!10]
{
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;
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(num10)[num,right of = num13,xshift= 0.6cm,fill=blue!10]
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{
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;
\node
(num16)[num,below of = num10,yshift= -0.6cm,fill=blue!10]
{
4
}
;
\draw
[->,thick]
([xshift=0.4cm,yshift=-0.4cm]num8.east)--([xshift=1.5cm,yshift=-0.4cm]num8.east);
\draw
[->,thick]
([xshift=0.4cm,yshift=-0.4cm]num8.east)--([xshift=1.5cm,yshift=-0.4cm]num8.east);
\node
(num17)[num,right of = num8,xshift= 2.5cm,fill=red!10]
{
0
}
;
\node
(num17)[num,right of = num8,xshift= 2.5cm,fill=red!10]
{
3
}
;
\node
(num18)[num,right of = num17,xshift= 0.6cm,fill=green!10]
{
2
}
;
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(num18)[num,right of = num17,xshift= 0.6cm,fill=green!10]
{
6
}
;
\node
(num19)[num,below of = num17,yshift=-0.6cm,fill=yellow!10]
{
7
}
;
\node
(num19)[num,below of = num17,yshift=-0.6cm,fill=yellow!10]
{
2
}
;
\node
(num20)[num,below of = num18,yshift= -0.6cm,fill=blue!10]
{
3
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;
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(num20)[num,below of = num18,yshift= -0.6cm,fill=blue!10]
{
2
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;
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[right of = num2,xshift= -0.7cm]
{}
;
\node
[right of = num2,xshift= -0.7cm]
{}
;
...
...
Chapter11/Figures/figure-max-pooling.tex
查看文件 @
866b08ab
...
@@ -4,16 +4,19 @@
...
@@ -4,16 +4,19 @@
\begin{tikzpicture}
[node distance = 0cm]
\begin{tikzpicture}
[node distance = 0cm]
\node
(num1)[num,fill=red!10]
{
1
}
;
\node
(num1)[num,fill=red!10]
{
1
}
;
\node
(num2)[num,below of = num1,yshift= -0.6cm,fill=red!10]
{
5
}
;
\node
(num2)[num,below of = num1,yshift= -0.6cm,fill=red!10]
{
5
}
;
\node
(num3)[num,right of = num1,xshift= 0.6cm,fill=red!10]
{
1
}
;
\node
(num3)[num,right of = num1,xshift= 0.6cm,fill=red!10]
{
0
}
;
\node
(num4)[num,below of = num3,yshift= -0.6cm,fill=red!10]
{
6
}
;
\node
(num4)[num,below of = num3,yshift= -0.6cm,fill=red!10]
{
6
}
;
\node
(num5)[num,right of = num3,xshift= 0.6cm,fill=green!10]
{
2
}
;
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(num5)[num,right of = num3,xshift= 0.6cm,fill=green!10]
{
4
}
;
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(num6)[num,below of = num5,yshift= -0.6cm,fill=green!10]
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7
}
;
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(num6)[num,below of = num5,yshift= -0.6cm,fill=green!10]
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7
}
;
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(num7)[num,right of = num5,xshift= 0.6cm,fill=green!10]
{
4
}
;
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(num7)[num,right of = num5,xshift= 0.6cm,fill=green!10]
{
5
}
;
\node
(num8)[num,below of = num7,yshift= -0.6cm,fill=green!10]
{
8
}
;
\node
(num8)[num,below of = num7,yshift= -0.6cm,fill=green!10]
{
8
}
;
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(num9)[num,below of = num2,yshift= -0.6cm,fill=yellow!10]
{
3
}
;
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(num9)[num,below of = num2,yshift= -0.6cm,fill=yellow!10]
{
3
}
;
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(num10)[num,below of = num9,yshift= -0.6cm,fill=yellow!10]
{
1
}
;
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{
1
}
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{
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}
;
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{
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}
;
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(num12)[num,below of = num11,yshift= -0.6cm,fill=yellow!10]
{
2
}
;
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(num13)[num,right of = num11,xshift= 0.6cm,fill=blue!10]
{
1
}
;
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(num13)[num,right of = num11,xshift= 0.6cm,fill=blue!10]
{
1
}
;
\node
(num14)[num,below of = num13,yshift= -0.6cm,fill=blue!10]
{
3
}
;
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(num14)[num,below of = num13,yshift= -0.6cm,fill=blue!10]
{
3
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;
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{
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{
0
}
;
...
...
Chapter11/Figures/figure-use-cnn-in-sentence-classification.tex
查看文件 @
866b08ab
...
@@ -20,38 +20,42 @@
...
@@ -20,38 +20,42 @@
\draw
[red!60,line width=2pt]
(0cm,0cm+7*
\bcc
) rectangle (0cm+6*
\bcc
,0cm+9*
\bcc
);
\draw
[red!60,line width=2pt]
(0cm,0cm+7*
\bcc
) rectangle (0cm+6*
\bcc
,0cm+9*
\bcc
);
% 特征图
% 特征图
\draw
[fill=blue!8,xshift=5.0cm,yshift=1.3cm,line width=0.6pt]
(0cm,0cm) rectangle (0cm+1*
\bcc
,0cm+6*
\bcc
);
\draw
[fill=blue!8,xshift=5.0cm,yshift=1.3cm,line width=0.6pt]
(0cm,0cm
-1*
\bcc
) rectangle (0cm+1*
\bcc
,0cm+6*
\bcc
);
\draw
[step=\bcc,gray,xshift=5.0cm,yshift=1.3cm]
(0cm,0cm) grid (0cm+1*
\bcc
,0cm+6*
\bcc
);
\draw
[step=\bcc,gray,xshift=5.0cm,yshift=1.3cm]
(0cm,0cm
-1*
\bcc
) grid (0cm+1*
\bcc
,0cm+6*
\bcc
);
\draw
[ugreen!60,line width=2pt,xshift=5.0cm,yshift=1.3cm]
(0cm,0cm+2*
\bcc
) rectangle (0cm+1*
\bcc
,0cm+3*
\bcc
);
\draw
[ugreen!60,line width=2pt,xshift=5.0cm,yshift=1.3cm]
(0cm,0cm+2*
\bcc
) rectangle (0cm+1*
\bcc
,0cm+3*
\bcc
);
\draw
[gray,fill=blue!8,line width=0.6pt](8cm,2.6cm) -- (8.4cm, 2.6cm) -- (9cm,1cm) -- (8.6cm, 1cm) -- (8cm,2.6cm);
%最大池化
\draw
[gray](8.15cm,2.2cm) -- (8.55cm,2.2cm);
\draw
[gray,fill=blue!8,line width=0.6pt](8cm,2.2cm) -- (8.4cm, 2.2cm) -- (8.7cm,1.4cm) -- (8.3cm, 1.4cm) -- (8cm,2.2cm);
\draw
[gray](8.3cm,1.8cm) -- (8.7cm,1.8cm);
\draw
[gray](8.15cm,1.8cm) -- (8.55cm,1.8cm);
\draw
[gray](8.45cm,1.4cm) -- (8.85cm,1.4cm);
%\draw [gray](8.3cm,1.8cm) -- (8.7cm,1.8cm);
%\draw [gray](8.45cm,1.4cm) -- (8.85cm,1.4cm);
\draw
[gray,fill=blue!8,line width=0.6pt](11cm,2.2cm) -- (11.4cm, 2.2cm) -- (11.7cm,1.4cm) -- (11.3cm, 1.4cm) -- (11cm,2.2cm);
%全连接层
\draw
[gray](11.15cm,1.8cm) -- (11.55cm,1.8cm);
\draw
[gray,fill=blue!8,line width=0.6pt](11cm,2.2cm) -- (11.4cm, 2.2cm) -- (11.7cm,1.8cm) -- (11.3cm, 1.8cm) -- (11cm,2.2cm);
%\draw [gray](11.15cm,1.8cm) -- (11.55cm,1.8cm);
\draw
[ugreen!60,line]
([xshift=5.0cm,yshift=1.3cm]0cm+1*
\bcc
,0cm+6*
\bcc
) -- (8cm,2.6cm);
%最大池化
\draw
[ugreen!60,line]
([xshift=5.0cm,yshift=1.3cm]0cm+1*
\bcc
,0cm) -- (8.15cm,2.2cm);
\draw
[ugreen!60,line]
([xshift=5.0cm,yshift=1.3cm]0cm+1*
\bcc
,0cm+6*
\bcc
) -- (8cm,2.2cm);
\draw
[ugreen!60,line]
([xshift=5.0cm,yshift=1.3cm]0cm+1*
\bcc
,0cm-1*
\bcc
) -- (8.15cm,1.8cm);
\draw
[fill=blue!8,xshift=5.2cm,yshift=1.0cm,line width=0.6pt]
(0cm,0cm) rectangle (0cm+1*
\bcc
,0cm+6*
\bcc
);
\draw
[step=\bcc,gray,xshift=5.2cm,yshift=1.0cm]
(0cm,0cm) grid (0cm+1*
\bcc
,0cm+6*
\bcc
);
%特征图
%\draw[fill=blue!8,xshift=5.2cm,yshift=1.0cm,line width=0.6pt] (0cm,0cm) rectangle (0cm+1*\bcc,0cm+6*\bcc);
%\draw[step=\bcc,gray,xshift=5.2cm,yshift=1.0cm] (0cm,0cm) grid (0cm+1*\bcc,0cm+6*\bcc);
\draw
[fill=blue!8,xshift=5.4cm,yshift=0.3cm,line width=0.6pt]
(0cm,0cm) rectangle (0cm+1*
\bcc
,0cm+7*
\bcc
);
%
\draw[fill=blue!8,xshift=5.4cm,yshift=0.3cm,line width=0.6pt] (0cm,0cm) rectangle (0cm+1*\bcc,0cm+7*\bcc);
\draw
[step=\bcc,gray,xshift=5.4cm,yshift=0.3cm]
(0cm,0cm) grid (0cm+1*
\bcc
,0cm+7*
\bcc
);
%
\draw[step=\bcc,gray,xshift=5.4cm,yshift=0.3cm] (0cm,0cm) grid (0cm+1*\bcc,0cm+7*\bcc);
\draw
[fill=blue!8,xshift=5.6cm,yshift=0cm,line width=0.6pt]
(0cm,0cm) rectangle (0cm+1*
\bcc
,0cm+
7
*
\bcc
);
\draw
[fill=blue!8,xshift=5.6cm,yshift=0cm,line width=0.6pt]
(0cm,0cm) rectangle (0cm+1*
\bcc
,0cm+
8
*
\bcc
);
\draw
[step=\bcc,gray,xshift=5.6cm,yshift=0cm]
(0cm,0cm) grid (0cm+1*
\bcc
,0cm+
7
*
\bcc
);
\draw
[step=\bcc,gray,xshift=5.6cm,yshift=0cm]
(0cm,0cm) grid (0cm+1*
\bcc
,0cm+
8
*
\bcc
);
\draw
[red!60,line width=2pt,xshift=5.6cm,yshift=0cm]
(0cm,0cm) rectangle (0cm+1*
\bcc
,0cm+1*
\bcc
);
\draw
[red!60,line width=2pt,xshift=5.6cm,yshift=0cm]
(0cm,0cm) rectangle (0cm+1*
\bcc
,0cm+1*
\bcc
);
\draw
[red!60,line width=2pt,xshift=5.6cm,yshift=0cm]
(0cm,0cm+2*
\bcc
) rectangle (0cm+1*
\bcc
,0cm+3*
\bcc
);
\draw
[red!60,line width=2pt,xshift=5.6cm,yshift=0cm]
(0cm,0cm+7*
\bcc
) rectangle (0cm+1*
\bcc
,0cm+8*
\bcc
);
\draw
[red!60,line width=2pt,xshift=5.6cm,yshift=0cm]
(0cm,0cm+6*
\bcc
) rectangle (0cm+1*
\bcc
,0cm+7*
\bcc
);
\draw
[line]
(8.4cm, 2.6cm) -- (11cm,2.2cm);
% 全连接线
\draw
[line]
(9cm,1cm) -- (11.3cm, 1.4cm);
\draw
[line]
(8.4cm, 2.2cm) -- (11.2cm,2.2cm);
\draw
[line]
(8.7cm,1.4cm) -- (11.3cm, 1.8cm);
\draw
[red!60,line]
([xshift=5.6cm,yshift=0cm]0cm+1*
\bcc
,0cm+7*
\bcc
) -- (8.
45cm,1.4
cm);
\draw
[red!60,line]
([xshift=5.6cm,yshift=0cm]0cm+1*
\bcc
,0cm+7*
\bcc
) -- (8.
15cm,1.8
cm);
\draw
[red!60,line]
([xshift=5.6cm,yshift=0cm]0cm+1*
\bcc
,0cm) -- (8.
6cm, 1
cm);
\draw
[red!60,line]
([xshift=5.6cm,yshift=0cm]0cm+1*
\bcc
,0cm) -- (8.
25cm, 1.4
cm);
\draw
[red!60,line]
(0cm+6*
\bcc
,0cm+9*
\bcc
) -- ([xshift=5.6cm,yshift=0cm]0cm,0cm+7*
\bcc
);
\draw
[red!60,line]
(0cm+6*
\bcc
,0cm+9*
\bcc
) -- ([xshift=5.6cm,yshift=0cm]0cm,0cm+7*
\bcc
);
\draw
[red!60,line]
(0cm+6*
\bcc
,0cm+7*
\bcc
) -- ([xshift=5.6cm,yshift=0cm]0cm,0cm+6*
\bcc
);
\draw
[red!60,line]
(0cm+6*
\bcc
,0cm+7*
\bcc
) -- ([xshift=5.6cm,yshift=0cm]0cm,0cm+6*
\bcc
);
...
@@ -59,8 +63,8 @@
...
@@ -59,8 +63,8 @@
\draw
[red!60,line]
(0cm+6*
\bcc
,0cm) -- ([xshift=5.6cm,yshift=0cm]0cm,0cm);
\draw
[red!60,line]
(0cm+6*
\bcc
,0cm) -- ([xshift=5.6cm,yshift=0cm]0cm,0cm);
\draw
[ugreen!60,line]
(0cm+6*
\bcc
,0cm+6*
\bcc
) -- ([xshift=5.0cm,yshift=1.3cm]0cm,0cm+3*
\bcc
);
\draw
[ugreen!60,line]
(0cm+6*
\bcc
,0cm+6*
\bcc
) -- ([xshift=5.0cm,yshift=1.3cm]0cm,0cm+3*
\bcc
);
\draw
[ugreen!60,line]
(0cm+6*
\bcc
,0cm+3*
\bcc
) -- ([xshift=5.0cm,yshift=1.3cm]0cm,0cm+2*
\bcc
);
\draw
[ugreen!60,line]
(0cm+6*
\bcc
,0cm+3*
\bcc
) -- ([xshift=5.0cm,yshift=1.3cm]0cm,0cm+2*
\bcc
);
\draw
[red!60,line]
([xshift=0.3cm,yshift=0.5cm]0cm+6*
\bcc
,0cm+4*
\bcc
) -- ([xshift=5.6cm,yshift=0cm]0cm,0cm+3*
\bcc
);
%
\draw[red!60,line] ([xshift=0.3cm,yshift=0.5cm]0cm+6*\bcc,0cm+4*\bcc) -- ([xshift=5.6cm,yshift=0cm]0cm,0cm+3*\bcc);
\draw
[red!60,line]
([xshift=0.3cm,yshift=0.5cm]0cm+6*
\bcc
,0cm+2*
\bcc
) -- ([xshift=5.6cm,yshift=0cm]0cm,0cm+2*
\bcc
);
%
\draw[red!60,line] ([xshift=0.3cm,yshift=0.5cm]0cm+6*\bcc,0cm+2*\bcc) -- ([xshift=5.6cm,yshift=0cm]0cm,0cm+2*\bcc);
\node
[word]
(w1) at (-0.5cm, 3.4cm)
{
wait
}
;
\node
[word]
(w1) at (-0.5cm, 3.4cm)
{
wait
}
;
\node
[word]
(w2) at ([yshift=-
\bcc
]w1)
{
for
}
;
\node
[word]
(w2) at ([yshift=-
\bcc
]w1)
{
for
}
;
...
@@ -76,7 +80,7 @@
...
@@ -76,7 +80,7 @@
\node
[draw,rectangle callout,callout relative pointer={(0.1,-0.5)}]
at (5cm,4.6cm)
{
\textrm
{
特征图
}}
;
\node
[draw,rectangle callout,callout relative pointer={(0.1,-0.5)}]
at (5cm,4.6cm)
{
\textrm
{
特征图
}}
;
\draw
[thick] (0cm, -0.3cm) -- (0cm, -0.5cm) -- node[font=
\tiny
, align=center,yshift=-0.5cm]
{
维度大小为
$
m
\times
K
$
\\
的静态与非静态通道
\\
的句子表示
}
(2.4cm,-0.5cm) -- (2.4cm, -0.3cm);
\draw
[thick] (0cm, -0.3cm) -- (0cm, -0.5cm) -- node[font=
\tiny
, align=center,yshift=-0.5cm]
{
维度大小为
$
m
\times
O
$
\\
的句子表示
}
(2.4cm,-0.5cm) -- (2.4cm, -0.3cm);
\draw
[thick] (3.6cm, -0.3cm) -- (3.6cm, -0.5cm) -- node[font=
\tiny
, align=center,yshift=-0.5cm]
{
具有多个不同大小
\\
的卷积核和特征图
\\
的卷积层
}
(6cm,-0.5cm) -- (6cm, -0.3cm);
\draw
[thick] (3.6cm, -0.3cm) -- (3.6cm, -0.5cm) -- node[font=
\tiny
, align=center,yshift=-0.5cm]
{
具有多个不同大小
\\
的卷积核和特征图
\\
的卷积层
}
(6cm,-0.5cm) -- (6cm, -0.3cm);
\draw
[thick] (7.2cm, -0.3cm) -- (7.2cm, -0.5cm) -- node[font=
\tiny
, align=center,yshift=-0.5cm]
{
最大池化
}
(9cm,-0.5cm) -- (9cm, -0.3cm);
\draw
[thick] (7.2cm, -0.3cm) -- (7.2cm, -0.5cm) -- node[font=
\tiny
, align=center,yshift=-0.5cm]
{
最大池化
}
(9cm,-0.5cm) -- (9cm, -0.3cm);
\draw
[thick] (10cm, -0.3cm) -- (10cm, -0.5cm) -- node[font=
\tiny
, align=center,yshift=-0.5cm]
{
带有Dropout
\\
和Softmax输出
\\
的全连接层
}
(11.7cm,-0.5cm) -- (11.7cm, -0.3cm);
\draw
[thick] (10cm, -0.3cm) -- (10cm, -0.5cm) -- node[font=
\tiny
, align=center,yshift=-0.5cm]
{
带有Dropout
\\
和Softmax输出
\\
的全连接层
}
(11.7cm,-0.5cm) -- (11.7cm, -0.3cm);
...
...
Chapter11/chapter11.tex
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