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Chapter12/Figures/figure-different-regularization-methods.tex

@@ -6,10 +6,10 @@
 \tikzstyle{lnode} = [minimum height=1.5em,minimum width=3em,inner sep=3pt,rounded corners=1.5pt,draw,fill=orange!20];
 \tikzstyle{standard} = [rounded corners=3pt]
 
-\node [lnode,anchor=west] (l1) at (0,0) {\scriptsize{子层$n$}};
+\node [lnode,anchor=west] (l1) at (0,0) {\scriptsize{子层}};
 \node [lnode,anchor=west] (l2) at ([xshift=3em]l1.east) {\scriptsize{层正则化}};
 \node [lnode,anchor=west] (l3) at ([xshift=4em]l2.east) {\scriptsize{层正则化}};
-\node [lnode,anchor=west] (l4) at ([xshift=1.5em]l3.east) {\scriptsize{子层$n$}};
+\node [lnode,anchor=west] (l4) at ([xshift=1.5em]l3.east) {\scriptsize{子层}};
 
 \node [anchor=west] (plus1) at ([xshift=0.9em]l1.east) {\scriptsize{$\mathbf{\oplus}$}};
 \node [anchor=west] (plus2) at ([xshift=0.9em]l4.east) {\scriptsize{$\mathbf{\oplus}$}};

Chapter9/Figures/figure-4-gram.tex

@@ -26,9 +26,11 @@
 \draw [->,line width=1pt] ([yshift=0.1em]h1.north) -- ([yshift=-0.1em]ylabel.south);
 
 {
+\begin{pgfonlayer}{background}
 \draw [->,dashed,red,line width=1pt] ([xshift=1em,yshift=0.1em]e1.north) -- ([xshift=1em,yshift=-0.1em]h1.south);
 \draw [->,dashed,red,line width=1pt] ([xshift=-1em,yshift=0.1em]e0.north) .. controls +(north:2) and +(south:1) .. ([xshift=-3em,yshift=-0.1em]h1.south);
 \draw [->,dashed,red,line width=1pt] ([xshift=1em,yshift=0.1em]e2.north) .. controls +(north:2) and +(south:1) .. ([xshift=3em,yshift=-0.1em]h1.south);
+\end{pgfonlayer}
 }
 
 \begin{pgfonlayer}{background}

Chapter9/Figures/figure-parallel.tex

@@ -36,8 +36,8 @@
 \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) --
  ([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 (F)}};
-\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 (P)}};
+\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);
 }
 
@@ -114,8 +114,8 @@
 \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) --
  ([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 (F)}};
-\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 (P)}};
+\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);
 }
 

Chapter9/Figures/figure-residual-structure.tex

@@ -8,13 +8,13 @@
 \node [anchor=north](node3)at ([yshift=-1.2em]node6.south){$\bigoplus$};
 \draw[->,thick]([yshift=-0.32em]node3.north)--(node6.south);
 
-\node [anchor=north,draw,thick](node2)at ([yshift=-1.2em]node3.south){\small{weight layer}};
+\node [anchor=north,draw,thick](node2)at ([yshift=-1.2em]node3.south){\small{函数变换}};
 \draw[->,thick](node2.north)--([yshift=0.35em]node3.south);
-\node[anchor=west](node2-1) at ([xshift=2.1em,yshift=1.2em]node2.east) {$\mathbi{x}$};
-\node[anchor=north](node2-2) at ([xshift=0.2em,yshift=-0.3em]node2-1.south) {\footnotesize{$\rm{identity}$}};
+\node[anchor=west](node2-1) at ([xshift=3.1em,yshift=1.2em]node2.east) {$\mathbi{x}$};
+\node[anchor=north](node2-2) at ([xshift=0.2em,yshift=-0.0em]node2-1.south) {\footnotesize{等值传递}};
 
-\node [anchor=east](node4) at ([xshift=-0.2em]node2.west) {$\textrm{F}(\mathbi{x})$};
-\node [anchor=east](node5) at ([xshift=-0.3em]node3.west) {$\textrm{F}(\mathbi{x})+\mathbi{x}$};
+\node [anchor=east](node4) at ([xshift=-0.2em]node2.west) {$F(\mathbi{x})$};
+\node [anchor=east](node5) at ([xshift=-0.3em]node3.west) {$F(\mathbi{x})+\mathbi{x}$};
 
 \node [anchor=north](node1) at ([yshift=-1.8em]node2.south) {};
 \draw[->,thick]([yshift=0.0em]node1.north)--(node2.south);