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合并分支 'mengxia' 到 'caorunzhe' 

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Book/Chapter5/Figures/fig-code-niutensor-one.tex
...@@ -25,5 +25,45 @@ ...@@ -25,5 +25,45 @@
\end{tikzpicture} \end{tikzpicture}
\end{center} \end{center}
\end{tcolorbox} \end{tcolorbox}
\hspace{0.1in} \scriptsize{(a) 构建单层神经网络}
\\
\begin{tcolorbox}
[bicolor,sidebyside,width=11cm,righthand width=4cm,size=title,frame engine=empty,
colback=blue!10!white,colbacklower=black!5!white]
{\scriptsize
\begin{tabbing}
\texttt{XTensor x, y, h1, h2;} \\
\texttt{XTensor w1, b1, w2, w3;} \\
\texttt{InitTensor3D(\&x, 3, 4, 5);} \\
\texttt{InitTensor2D(\&w1, 5, 3);} \\
\texttt{InitTensor1D(\&b1, 3);} \\
\texttt{InitTensor2D(\&w2, 3, 6);} \\
\texttt{InitTensor2D(\&w3, 6, 4);} \\
\texttt{...} \\
\texttt{h1 = Sigmoid(MMul(x, w1) + b1);} \\
\texttt{h2 = HandTanH(MMul(h1, w2));} \\
\texttt{y = Relu(MMul(h2, w3));}
\end{tabbing}
}
\tcblower
\begin{center}
\begin{tikzpicture}
\node [draw,circle,inner sep=2pt,fill=red!30!white,blur shadow={shadow xshift=1pt,shadow yshift=-1pt}] (x) at (0,0) {\footnotesize{$\textrm{x}$}};
\node [anchor=south,draw,rounded corners,inner sep=2pt,minimum width=4em,fill=green!30!white,blur shadow={shadow xshift=1pt,shadow yshift=-1pt}] (layer1) at ([yshift=0.7em]x.north) {\scriptsize{layer1}};
\node [anchor=south,draw,rounded corners,inner sep=2pt,minimum width=4em,fill=green!30!white,blur shadow={shadow xshift=1pt,shadow yshift=-1pt}] (layer2) at ([yshift=1.0em]layer1.north) {\scriptsize{layer2}};
\node [anchor=south,draw,rounded corners,inner sep=2pt,minimum width=4em,fill=green!30!white,blur shadow={shadow xshift=1pt,shadow yshift=-1pt}] (layer3) at ([yshift=1.0em]layer2.north) {\scriptsize{layer3}};
\node [anchor=south,draw,circle,inner sep=2pt,fill=red!30!white,blur shadow={shadow xshift=1pt,shadow yshift=-1pt}] (y) at ([yshift=0.7em]layer3.north) {\scriptsize{$\textrm{y}$}};
\draw [thick,->] (x.north) -- (layer1.south);
\draw [thick,->] (layer1.north) -- (layer2.south);
\draw [thick,->] (layer2.north) -- (layer3.south);
\draw [thick,->] (layer3.north) -- (y.south);
\node [anchor=west,align=left] (xshape) at (x.east) {\tiny{shape: 3*4*5}};
\node [anchor=west,align=left] (yshape) at (y.east) {\tiny{shape: 3*4*4}};
\node [anchor=south west,align=left,inner sep=2pt] (l1shape) at (layer1.north) {\tiny{shape: 3*4*3}};
\node [anchor=south west,align=left,inner sep=2pt] (l2shape) at (layer2.north) {\tiny{shape: 3*4*6}};
\end{tikzpicture}
\end{center}
\end{tcolorbox}
\hspace{0.1in} \scriptsize{(b) 构建三层神经网络}
%%%------------------------------------------------------------------------------------------------------------ %%%------------------------------------------------------------------------------------------------------------
Book/Chapter5/Figures/fig-code-niutensor-three.tex deleted 100644 → 0
%%%------------------------------------------------------------------------------------------------------------
\begin{tcolorbox}
[bicolor,sidebyside,width=11cm,righthand width=4cm,size=title,frame engine=empty,
colback=blue!10!white,colbacklower=black!5!white]
{\scriptsize
\begin{tabbing}
\texttt{XTensor x, y, h1, h2;} \\
\texttt{XTensor w1, b1, w2, w3;} \\
\texttt{InitTensor3D(\&x, 3, 4, 5);} \\
\texttt{InitTensor2D(\&w1, 5, 3);} \\
\texttt{InitTensor1D(\&b1, 3);} \\
\texttt{InitTensor2D(\&w2, 3, 6);} \\
\texttt{InitTensor2D(\&w3, 6, 4);} \\
\texttt{...} \\
\texttt{h1 = Sigmoid(MMul(x, w1) + b1);} \\
\texttt{h2 = HandTanH(MMul(h1, w2));} \\
\texttt{y = Relu(MMul(h2, w3));}
\end{tabbing}
}
\tcblower
\begin{center}
\begin{tikzpicture}
\node [draw,circle,inner sep=2pt,fill=red!30!white,blur shadow={shadow xshift=1pt,shadow yshift=-1pt}] (x) at (0,0) {\footnotesize{$\textrm{x}$}};
\node [anchor=south,draw,rounded corners,inner sep=2pt,minimum width=4em,fill=green!30!white,blur shadow={shadow xshift=1pt,shadow yshift=-1pt}] (layer1) at ([yshift=0.7em]x.north) {\scriptsize{layer1}};
\node [anchor=south,draw,rounded corners,inner sep=2pt,minimum width=4em,fill=green!30!white,blur shadow={shadow xshift=1pt,shadow yshift=-1pt}] (layer2) at ([yshift=1.0em]layer1.north) {\scriptsize{layer2}};
\node [anchor=south,draw,rounded corners,inner sep=2pt,minimum width=4em,fill=green!30!white,blur shadow={shadow xshift=1pt,shadow yshift=-1pt}] (layer3) at ([yshift=1.0em]layer2.north) {\scriptsize{layer3}};
\node [anchor=south,draw,circle,inner sep=2pt,fill=red!30!white,blur shadow={shadow xshift=1pt,shadow yshift=-1pt}] (y) at ([yshift=0.7em]layer3.north) {\scriptsize{$\textrm{y}$}};
\draw [thick,->] (x.north) -- (layer1.south);
\draw [thick,->] (layer1.north) -- (layer2.south);
\draw [thick,->] (layer2.north) -- (layer3.south);
\draw [thick,->] (layer3.north) -- (y.south);
\node [anchor=west,align=left] (xshape) at (x.east) {\tiny{shape: 3*4*5}};
\node [anchor=west,align=left] (yshape) at (y.east) {\tiny{shape: 3*4*4}};
\node [anchor=south west,align=left,inner sep=2pt] (l1shape) at (layer1.north) {\tiny{shape: 3*4*3}};
\node [anchor=south west,align=left,inner sep=2pt] (l2shape) at (layer2.north) {\tiny{shape: 3*4*6}};
\end{tikzpicture}
\end{center}
\end{tcolorbox}
%%%------------------------------------------------------------------------------------------------------------
Book/Chapter5/Figures/fig-code-tensor-define-2.tex
...@@ -10,5 +10,33 @@ ...@@ -10,5 +10,33 @@
} }
\end{flushleft} \end{flushleft}
\end{tcolorbox} \end{tcolorbox}
\hspace{0.1in} \scriptsize{(a) NiuTensor定义张量程序}
\\
\begin{tcolorbox}[enhanced,width=11cm,frame engine=empty,boxrule=0.1mm,size=title,colback=blue!10!white]
\begin{flushleft}
{\scriptsize
\begin{tabbing}
\texttt{XTensor a, b, c;} \hspace{11.5em} \= // 声明张量tensor \\
\texttt{InitTensor1D(\&a, 10, X\_INT);} \> // 10维的整数型向量\\
\texttt{InitTensor1D(\&b, 10);} \> // 10维的向量，缺省类型(浮点)\\
\texttt{InitTensor4D(\&c, 10, 20, 30, 40);} \> // 10*20*30*40的4阶张量(浮点)
\end{tabbing}
}
\end{flushleft}
\end{tcolorbox}
\hspace{0.1in} \scriptsize{(b) 定义张量的简便方式程序}
\\
\begin{tcolorbox}[enhanced,width=11cm,frame engine=empty,boxrule=0.1mm,size=title,colback=blue!10!white]
\begin{flushleft}
{\scriptsize
\begin{tabbing}
\texttt{XTensor tensorGPU;} \hspace{10.5em} \= // 声明张量tensor \\
\texttt{InitTensor2D(\&tensorGPU, 10, 20,} $\backslash$ \> // 在编号为0的GPU上定义张量 \\
\hspace{6.7em} \texttt{X\_FLOAT, 0);}
\end{tabbing}
}
\end{flushleft}
\end{tcolorbox}
\hspace{0.1in} \scriptsize{(c) 在GPU上定义张量程序}
%%%------------------------------------------------------------------------------------------------------------ %%%------------------------------------------------------------------------------------------------------------
Book/Chapter5/Figures/fig-code-tensor-define-3.tex deleted 100644 → 0
%%%------------------------------------------------------------------------------------------------------------
\begin{tcolorbox}[enhanced,width=11cm,frame engine=empty,boxrule=0.1mm,size=title,colback=blue!10!white]
\begin{flushleft}
{\scriptsize
\begin{tabbing}
\texttt{XTensor a, b, c;} \hspace{11.5em} \= // 声明张量tensor \\
\texttt{InitTensor1D(\&a, 10, X\_INT);} \> // 10维的整数型向量\\
\texttt{InitTensor1D(\&b, 10);} \> // 10维的向量，缺省类型(浮点)\\
\texttt{InitTensor4D(\&c, 10, 20, 30, 40);} \> // 10*20*30*40的4阶张量(浮点)
\end{tabbing}
}
\end{flushleft}
\end{tcolorbox}
%%%------------------------------------------------------------------------------------------------------------
Book/Chapter5/Figures/fig-code-tensor-define-GPU.tex deleted 100644 → 0
%%%------------------------------------------------------------------------------------------------------------
\begin{tcolorbox}[enhanced,width=11cm,frame engine=empty,boxrule=0.1mm,size=title,colback=blue!10!white]
\begin{flushleft}
{\scriptsize
\begin{tabbing}
\texttt{XTensor tensorGPU;} \hspace{10.5em} \= // 声明张量tensor \\
\texttt{InitTensor2D(\&tensorGPU, 10, 20,} $\backslash$ \> // 在编号为0的GPU上定义张量 \\
\hspace{6.7em} \texttt{X\_FLOAT, 0);}
\end{tabbing}
}
\end{flushleft}
\end{tcolorbox}
%%%------------------------------------------------------------------------------------------------------------
Book/Chapter5/Figures/fig-code-tensor-mul.tex deleted 100644 → 0
%%%------------------------------------------------------------------------------------------------------------
\begin{tcolorbox}[enhanced,width=11cm,frame engine=empty,boxrule=0.1mm,size=title,colback=blue!10!white]
\begin{flushleft}
{\scriptsize
\begin{tabbing}
\texttt{XTensor a, b, c;} \hspace{10.0em} \= // 声明张量tensor \\
\texttt{InitTensor4D(\&a, 2, 2, 3, 4);} \> // a为2*2*3*4的4阶张量 \\
\texttt{InitTensor2D(\&b, 4, 5);} \> // b为4*5的矩阵 \\
\texttt{a.SetDataRand();} \> // 随机初始化a \\
\texttt{b.SetDataRand();} \> // 随机初始化b \\
\texttt{c = MMul(a, b);} \> // 矩阵乘的结果为2*2*3*5的4阶张量
\end{tabbing}
}
\end{flushleft}
\end{tcolorbox}
%%%------------------------------------------------------------------------------------------------------------
Book/Chapter5/Figures/fig-code-tensor-operation.tex
...@@ -17,5 +17,22 @@ ...@@ -17,5 +17,22 @@
} }
\end{flushleft} \end{flushleft}
\end{tcolorbox} \end{tcolorbox}
\hspace{0.1in} \scriptsize{(a) 张量进行1阶运算}
\\
\begin{tcolorbox}[enhanced,width=11cm,frame engine=empty,boxrule=0.1mm,size=title,colback=blue!10!white]
\begin{flushleft}
{\scriptsize
\begin{tabbing}
\texttt{XTensor a, b, c;} \hspace{10.0em} \= // 声明张量tensor \\
\texttt{InitTensor4D(\&a, 2, 2, 3, 4);} \> // a为2*2*3*4的4阶张量 \\
\texttt{InitTensor2D(\&b, 4, 5);} \> // b为4*5的矩阵 \\
\texttt{a.SetDataRand();} \> // 随机初始化a \\
\texttt{b.SetDataRand();} \> // 随机初始化b \\
\texttt{c = MMul(a, b);} \> // 矩阵乘的结果为2*2*3*5的4阶张量
\end{tabbing}
}
\end{flushleft}
\end{tcolorbox}
\hspace{0.1in} \scriptsize{(b) 张量之间的矩阵乘法}
%%%------------------------------------------------------------------------------------------------------------ %%%------------------------------------------------------------------------------------------------------------
Book/Chapter5/Figures/fig-rnn-model.tex
%%%------------------------------------------------------------------------------------------------------------
\begin{tikzpicture} \begin{tikzpicture}
\begin{scope} \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!30!white,blur shadow={shadow xshift=1pt,shadow yshift=-1pt}]
...@@ -63,7 +62,7 @@ ...@@ -63,7 +62,7 @@
\draw [->,thick] ([xshift=0.1em]node14.east)--([xshift=1em]node14.east); \draw [->,thick] ([xshift=0.1em]node14.east)--([xshift=1em]node14.east);
{ {
\node [anchor=south] (toplabel1) at ([yshift=2em,xshift=-2em]node32new.north) {\footnotesize{``苹果''的表示：}}; \node [anchor=south] (toplabel1) at ([yshift=2em,xshift=-1.3em]node32new.north) {\footnotesize{``苹果''的表示：}};
\node [anchor=west,fill=blue!20!white,minimum width=3em] (toplabel2) at (toplabel1.east) {\footnotesize{上下文}}; \node [anchor=west,fill=blue!20!white,minimum width=3em] (toplabel2) at (toplabel1.east) {\footnotesize{上下文}};
} }
{ {
...@@ -82,6 +81,4 @@ ...@@ -82,6 +81,4 @@
\end{pgfonlayer} \end{pgfonlayer}
\end{scope} \end{scope}
\end{tikzpicture} \end{tikzpicture}
%%%------------------------------------------------------------------------------------------------------------ \ No newline at end of file
Book/Chapter5/Figures/fig-sawtooth.tex
...@@ -45,7 +45,7 @@ ...@@ -45,7 +45,7 @@
\end{scope} \end{scope}
%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%
\begin{scope}[yshift=-2in] \begin{scope}[yshift=-1.8in]
\node [anchor=center,color=red] (node1) at (0,0) {}; \node [anchor=center,color=red] (node1) at (0,0) {};
......
Book/Chapter5/Figures/fig-transformer-LM.tex
\begin{tikzpicture} \begin{tikzpicture}
\begin{scope} \begin{scope}
\node [anchor=west] (w0) at (0,0) {\footnotesize{$w_{0}$}}; \node [anchor=west] (w0) at (0,0) {\footnotesize{$w_{0}$}};
\node [anchor=west] (w1) at ([xshift=6.5em]w0.east) {\footnotesize{$w_{1}$}}; \node [anchor=west] (w1) at ([xshift=7em]w0.east) {\footnotesize{$w_{1}$}};
\node [anchor=west] (w2) at ([xshift=6.5em]w1.east) {\footnotesize{$w_{2}$}}; \node [anchor=west] (w2) at ([xshift=7em]w1.east) {\footnotesize{$w_{2}$}};
\node [anchor=west] (w3) at ([xshift=6.5em]w2.east) {\footnotesize{$w_{3}$}}; \node [anchor=west] (w3) at ([xshift=7em]w2.east) {\footnotesize{$w_{3}$}};
\node [anchor=north] (index0) at ([yshift=0.5em]w0.south) {\footnotesize(index)}; \node [anchor=north] (index0) at ([yshift=0.5em]w0.south) {\footnotesize(index)};
\node [anchor=north] (index1) at ([yshift=0.5em]w1.south) {\footnotesize(index)}; \node [anchor=north] (index1) at ([yshift=0.5em]w1.south) {\footnotesize(index)};
\node [anchor=north] (index2) at ([yshift=0.5em]w2.south) {\footnotesize(index)}; \node [anchor=north] (index2) at ([yshift=0.5em]w2.south) {\footnotesize(index)};
\node [anchor=north] (index3) at ([yshift=0.5em]w3.south) {\footnotesize(index)}; \node [anchor=north] (index3) at ([yshift=0.5em]w3.south) {\footnotesize(index)};
{ {
\node [anchor=south,line width=0.8pt,draw,inner sep=3pt,fill=blue!20!white] (e0) at ([yshift=1em]w0.north) {\footnotesize{$\textbf{e}_0=w_{0} \textbf{C} + \textrm{PE}(0)$}}; \node [anchor=south,line width=0.8pt,draw,inner sep=3pt,fill=blue!30!white,minimum width=7.5em] (e0) at ([yshift=1em]w0.north) {\footnotesize{$\textbf{e}_0=w_{0} \textbf{C} + \textrm{PE}(0)$}};
\node [anchor=south,line width=0.8pt,draw,inner sep=3pt,fill=blue!20!white] (e1) at ([yshift=1em]w1.north) {\footnotesize{$\textbf{e}_1=w_{1} \textbf{C} + \textrm{PE}(1)$}}; \node [anchor=south,line width=0.8pt,draw,inner sep=3pt,fill=blue!30!white,minimum width=7.5em] (e1) at ([yshift=1em]w1.north) {\footnotesize{$\textbf{e}_1=w_{1} \textbf{C} + \textrm{PE}(1)$}};
\node [anchor=south,line width=0.8pt,draw,inner sep=3pt,fill=blue!20!white] (e2) at ([yshift=1em]w2.north) {\footnotesize{$\textbf{e}_2=w_{2} \textbf{C} + \textrm{PE}(2)$}}; \node [anchor=south,line width=0.8pt,draw,inner sep=3pt,fill=blue!30!white,minimum width=7.5em] (e2) at ([yshift=1em]w2.north) {\footnotesize{$\textbf{e}_2=w_{2} \textbf{C} + \textrm{PE}(2)$}};
\node [anchor=south,line width=0.8pt,draw,inner sep=3pt,fill=blue!20!white] (e3) at ([yshift=1em]w3.north) {\footnotesize{$\textbf{e}_3=w_{3} \textbf{C} + \textrm{PE}(3)$}}; \node [anchor=south,line width=0.8pt,draw,inner sep=3pt,fill=blue!30!white,minimum width=7.5em] (e3) at ([yshift=1em]w3.north) {\footnotesize{$\textbf{e}_3=w_{3} \textbf{C} + \textrm{PE}(3)$}};
} }
{ {
\node [anchor=south,line width=0.8pt,draw,inner sep=3pt,fill=ugreen!20!white] (h0) at ([xshift=-0.5em, yshift=2.0em]e0.north) {\footnotesize{$\textbf{h}_{0}=\textrm{SelfAtt}(\textbf{e}_0,\textbf{e}_3)$}}; \node [anchor=south,line width=0.8pt,draw,inner sep=3pt,fill=green!30!white] (h0) at ([ yshift=2.0em]e0.north) {\footnotesize{$\textbf{h}_{0}=\textrm{SelfAtt}(\textbf{e}_0,\textbf{e}_3)$}};
\node [anchor=south,line width=0.8pt,draw,inner sep=3pt,fill=ugreen!20!white] (h1) at ([xshift=0.5em, yshift=2.0em]e1.north) {\footnotesize{$\textbf{h}_{1}=\textrm{SelfAtt}(\textbf{e}_1,\textbf{e}_3)$}}; \node [anchor=south,line width=0.8pt,draw,inner sep=3pt,fill=green!30!white] (h1) at ([ yshift=2.0em]e1.north) {\footnotesize{$\textbf{h}_{1}=\textrm{SelfAtt}(\textbf{e}_1,\textbf{e}_3)$}};
\node [anchor=south,line width=0.8pt,draw,inner sep=3pt,fill=ugreen!20!white] (h2) at ([xshift=1.5em, yshift=2.0em]e2.north) {\footnotesize{$\textbf{h}_{2}=\textrm{SelfAtt}(\textbf{e}_2,\textbf{e}_3)$}}; \node [anchor=south,line width=0.8pt,draw,inner sep=3pt,fill=green!30!white] (h2) at ([ yshift=2.0em]e2.north) {\footnotesize{$\textbf{h}_{2}=\textrm{SelfAtt}(\textbf{e}_2,\textbf{e}_3)$}};
} }
{ {
\node [anchor=south,line width=0.8pt,draw,minimum width=9em,inner sep=3pt,fill=orange!20!white] (f1) at ([xshift=0.5em, yshift=2.0em]h2.north) {\footnotesize{$\textbf{f}_3=\textrm{FNN}([\textbf{h}_0,\textbf{h}_1,\textbf{h}_2,\textbf{e}_3])$}}; \node [anchor=south,line width=0.8pt,draw,minimum width=9em,inner sep=3pt,fill=orange!30!white] (f1) at ([yshift=2.0em]h2.north) {\footnotesize{$\textbf{f}_3=\textrm{FNN}([\textbf{h}_0,\textbf{h}_1,\textbf{h}_2,\textbf{e}_3])$}};
\node [anchor=south,line width=0.8pt,draw,minimum width=9em,inner sep=3pt,fill=orange!20!white] (o1) at ([yshift=1.2em]f1.north) {\footnotesize{$\textbf{y}=\textrm{Softmax}(f_3 \textbf{U})$}}; \node [anchor=south,line width=0.8pt,draw,minimum width=9.5em,inner sep=3pt,fill=orange!30!white] (o1) at ([yshift=1.2em]f1.north) {\footnotesize{$\textbf{y}=\textrm{Softmax}(f_3 \textbf{U})$}};
} }
\node [anchor=south] (ylabel) at ([yshift=1.2em]o1.north) {\footnotesize{$\textrm{P}(w_4|w_{0}w_{1}w_{2}w_{3})$}}; \node [anchor=south] (ylabel) at ([yshift=1.2em]o1.north) {\footnotesize{$\textrm{P}(w_4|w_{0}w_{1}w_{2}w_{3})$}};
...@@ -34,11 +34,11 @@ ...@@ -34,11 +34,11 @@
\draw [->,line width=0.6pt] ([yshift=0.1em]w2.north) -- ([yshift=-0.1em]e2.south); \draw [->,line width=0.6pt] ([yshift=0.1em]w2.north) -- ([yshift=-0.1em]e2.south);
\draw [->,line width=0.6pt] ([yshift=0.1em]w3.north) -- ([yshift=-0.1em]e3.south); \draw [->,line width=0.6pt] ([yshift=0.1em]w3.north) -- ([yshift=-0.1em]e3.south);
\draw [->,line width=0.6pt] ([yshift=0.1em]e0.north) -- ([xshift=0em,yshift=-0.1em]h0.south); \draw [->,line width=0.6pt] ([yshift=0.1em]e0.north) -- ([xshift=0em,yshift=-0.1em]h0.south);
\draw [->,line width=0.6pt] ([yshift=0.1em]e1.north) -- ([xshift=-0.5em,yshift=-0.1em]h1.south); \draw [->,line width=0.6pt] ([yshift=0.1em]e1.north) -- ([xshift=0em,yshift=-0.1em]h1.south);
\draw [->,line width=0.6pt] ([yshift=0.1em]e2.north) -- ([xshift=-1em,yshift=-0.1em]h2.south); \draw [->,line width=0.6pt] ([yshift=0.1em]e2.north) -- ([xshift=0em,yshift=-0.1em]h2.south);
\draw [->,line width=0.6pt] ([yshift=0.1em]e3.north) -- ([xshift=1em,yshift=-0.1em]h0.south); \draw [->,line width=0.6pt] ([yshift=0.1em]e3.north) -- ([xshift=0.4em,yshift=-0.1em]h0.south);
\draw [->,line width=0.6pt] ([yshift=0.1em]e3.north) -- ([xshift=1em,yshift=-0.1em]h1.south); \draw [->,line width=0.6pt] ([yshift=0.1em]e3.north) -- ([xshift=0.4em,yshift=-0.1em]h1.south);
\draw [->,line width=0.6pt] ([yshift=0.1em]e3.north) -- ([xshift=1em,yshift=-0.1em]h2.south); \draw [->,line width=0.6pt] ([yshift=0.1em]e3.north) -- ([xshift=0.4em,yshift=-0.1em]h2.south);
\draw [->,line width=0.6pt] ([yshift=0.1em]h0.north) -- ([xshift=-2em,yshift=-0.1em]f1.south); \draw [->,line width=0.6pt] ([yshift=0.1em]h0.north) -- ([xshift=-2em,yshift=-0.1em]f1.south);
\draw [->,line width=0.6pt] ([yshift=0.1em]e3.north) -- ([xshift=2em,yshift=-0.1em]f1.south); \draw [->,line width=0.6pt] ([yshift=0.1em]e3.north) -- ([xshift=2em,yshift=-0.1em]f1.south);
...@@ -47,4 +47,4 @@ ...@@ -47,4 +47,4 @@
\draw [->,line width=0.6pt] ([yshift=0.1em]f1.north) -- ([yshift=-0.1em]o1.south); \draw [->,line width=0.6pt] ([yshift=0.1em]f1.north) -- ([yshift=-0.1em]o1.south);
\draw [->,line width=0.6pt] ([yshift=0.1em]o1.north) -- ([yshift=-0.1em]ylabel.south); \draw [->,line width=0.6pt] ([yshift=0.1em]o1.north) -- ([yshift=-0.1em]ylabel.south);
\end{scope} \end{scope}
\end{tikzpicture} \end{tikzpicture}
\ No newline at end of file
Book/Chapter5/Figures/fig-weather.tex
...@@ -18,7 +18,7 @@ ...@@ -18,7 +18,7 @@
\node [rectangle,rounded corners,draw=black!50,densely dashed,inner sep=0.4em] [fit = (part2-1) (part2-2) (hidlabel) ] (inputshadow) {}; \node [rectangle,rounded corners,draw=black!50,densely dashed,inner sep=0.4em] [fit = (part2-1) (part2-2) (hidlabel) ] (inputshadow) {};
\node [circle,anchor=west,draw=ublue,minimum width=2.5em,fill=blue!20,inner sep=2pt] (part2-3) at ([xshift=2.0em,yshift=-1.7em]part1-3.east) {\scriptsize {偏置2}}; \node [circle,anchor=west,draw=ublue,minimum width=2.5em,fill=blue!20,inner sep=2pt] (part2-3) at ([xshift=2.0em,yshift=-1.7em]part1-3.east) {\scriptsize {偏置2}};
\node [anchor=north,minimum width=3.0em] (part2-4) at ([xshift=0.0em,yshift=-1.6em]part2-3.south) {\scriptsize{隐藏层}}; \node [anchor=north,minimum width=3.0em] (part2-4) at ([xshift=0.0em,yshift=-1.6em]part2-3.south) {\scriptsize{隐藏层}};
\node [anchor=north] (labela) at ([xshift=0.0em,yshift=-4em]part2-3.south) {\footnotesize {(a)}}; \node [anchor=north] (labela) at ([xshift=0.0em,yshift=-3em]part2-3.south) {\footnotesize {(a)}};
%右 %右
\node [anchor=west,draw=ublue,minimum width=3.0em,fill=purple!20] (part3-1) at ([xshift=2em,yshift=0.0em]part2-2.east) {\scriptsize {穿衣指数}}; \node [anchor=west,draw=ublue,minimum width=3.0em,fill=purple!20] (part3-1) at ([xshift=2em,yshift=0.0em]part2-2.east) {\scriptsize {穿衣指数}};
...@@ -67,7 +67,7 @@ y ...@@ -67,7 +67,7 @@ y
\node [rectangle,rounded corners,draw=black!50,densely dashed,inner sep=0.4em] [fit = (part2-1) (part2-2) (hidlabel) ] (inputshadow) {}; \node [rectangle,rounded corners,draw=black!50,densely dashed,inner sep=0.4em] [fit = (part2-1) (part2-2) (hidlabel) ] (inputshadow) {};
\node [circle,anchor=west,draw=ublue,minimum width=2.5em,fill=blue!20,inner sep=2pt] (part2-3) at ([xshift=2.0em,yshift=-1.7em]part1-3.east) {\large {$b^{[2]} $}}; \node [circle,anchor=west,draw=ublue,minimum width=2.5em,fill=blue!20,inner sep=2pt] (part2-3) at ([xshift=2.0em,yshift=-1.7em]part1-3.east) {\large {$b^{[2]} $}};
\node [anchor=north,minimum width=3.0em] (part2-4) at ([xshift=0.0em,yshift=-1.6em]part2-3.south) {\scriptsize{隐藏层}}; \node [anchor=north,minimum width=3.0em] (part2-4) at ([xshift=0.0em,yshift=-1.6em]part2-3.south) {\scriptsize{隐藏层}};
\node [anchor=north] (labelb) at ([xshift=0.0em,yshift=-4em]part2-3.south) {\footnotesize {(b)}}; \node [anchor=north] (labelb) at ([xshift=0.0em,yshift=-3em]part2-3.south) {\footnotesize {(b)}};
%右 %右
......
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