MathematicalEngineeringDeepLearning/tikz/figure5-10-batch_norm_comp_graph.tex at master · yoninazarathy/MathematicalEngineeringDeepLearning · GitHub

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\documentclass[border=1cm]{standalone}

\usepackage{tikz}
\usetikzlibrary{shapes.geometric, shapes.misc}
\usetikzlibrary{cd, fit, calc}
\usetikzlibrary{positioning}
\usetikzlibrary{decorations.markings}
\usepackage{medl_colors}

\begin{document}
\begin{tikzpicture}

%Nodes
\matrix[row sep=5mm, column sep=1cm] (m1) {
    \node [blueshape, circle, minimum size=1.3cm, align=center] (node11) {\Large $z^{(1)}$}; &
    \node [blueshape, circle, minimum size=1.3cm, align=center] (node12) {\Large $\bar z^{(1)}$}; &
    \node [blueshape, circle, minimum size=1.3cm, align=center] (node13) {\Large $\hat z^{(1)}$}; &
    &
    \\
    \node [yellowshape, circle, minimum size=1.3cm, align=center, xshift=3cm] (node21) {\Large $\hat{\mu}$}; &
    \node [yellowshape, circle, minimum size=1.3cm, align=center, xshift=-3cm] (node22) {\Large $\hat{\sigma}^2$}; &
    \node [yellowshape, circle, minimum size=1.3cm, align=center, xshift=-3cm, yshift=2cm] (node23) {\Large $\gamma$};
    \node [yellowshape, circle, minimum size=1.3cm, align=center, xshift=-3cm, yshift=-2cm] (node24) {\Large $\beta$}; &
    \node [redshape, circle, align=center, xshift=4cm] (node25) {\Large $C(\cdot)$}; &
    \\
    \node [blueshape, circle, minimum size=1.3cm, align=center] (node31) {\Large $z^{(n_b)}$}; &
    \node [blueshape, circle, minimum size=1.3cm, align=center] (node32) {\Large $\bar z^{(n_b)}$}; &
    \node [blueshape, circle, minimum size=1.3cm, align=center] (node33) {\Large $\tilde z^{(n_b)}$}; &
    &
    \\
   };

\draw[-Triangle, thickline] (node11) -- (node21);
\draw[-Triangle, thickline] (node31) -- (node21);
\draw[-Triangle, thickline] (node11) -- (node12);
\draw[-Triangle, thickline] (node21) -- (node12);
\draw[-Triangle, thickline] (node21) -- (node32);
\draw[-Triangle, thickline] (node21) -- (node22);
\draw[-Triangle, thickline] (node22) -- (node12);
\draw[-Triangle, thickline] (node22) -- (node32);
\draw[-Triangle, thickline] (node12) -- (node13);
\draw[-Triangle, thickline] (node32) -- (node33);
\draw[-Triangle, thickline] (node32) -- (node33);
\draw[-Triangle, thickline] (node23) -- (node13);
\draw[-Triangle, thickline] (node24) -- (node33);
\draw[-Triangle, thickline] (node24) -- (node13);
\draw[-Triangle, thickline] (node23) -- (node33);
\draw[-Triangle, thickline] (node11) -- (node22);
\draw[-Triangle, thickline] (node31) -- (node22);

\draw[dashed, uthickline] ([yshift=-1cm]node11.south) -- ([yshift=1cm]node31.north);
\draw[dashed, uthickline] ([yshift=-1cm]node12.south) -- ([yshift=1cm]node32.north);
\draw[dashed, uthickline] ([yshift=-1cm]node13.south) -- ([yshift=1cm]node33.north);
\draw[dashed, shorten >=5mm, shorten <=1cm, -Triangle, uthickline] (node13) -- (node25);
\draw[dashed, shorten >=5mm, shorten <=1cm, -Triangle, uthickline] (node33) -- (node25);

\draw[Triangle-, thickline] (node21) -- ++(-2.7, 0){};
\draw[Triangle-, thickline] (node21) -- ++(-2.7, 1){};
\draw[Triangle-, thickline] (node21) -- ++(-2.7, -1){};
\draw[Triangle-, thickline] (node22) -- ++(-5, 2){};
\draw[Triangle-, thickline] (node22) -- ++(-5, -2){};

\draw[-Triangle, thickline] (node23) -- ++(2.7, -.9){};
\draw[-Triangle, thickline] (node23) -- ++(2.7, -2.9){};
\draw[-Triangle, thickline] (node24) -- ++(2.7, 1){};
\draw[-Triangle, thickline] (node24) -- ++(2.7, 3){};

\end{tikzpicture}
\end{document}