Haris Iqbal
50 lines
2.1 KiB
TeX
50 lines
2.1 KiB
TeX
\documentclass[border=15pt, multi, tikz]{standalone}
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%\usepackage{blocks}
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\usepackage{import}
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\subimport{../../layers/}{init}
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\usetikzlibrary{positioning}
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\newcommand{\midarrow}{\tikz \draw[-Stealth,line width =0.8mm,draw=\edgecolor] (-0.3,0) -- ++(0.3,0);}
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\newcommand{\up}{0.25}
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\newcommand{\down}{0.25}
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\newcommand{\arrowlength}{4}
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\begin{document}
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\begin{tikzpicture}
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\tikzstyle{connection}=[ultra thick,every node/.style={sloped,allow upside down},draw=\edgecolor,opacity=0.7]
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%% Draw Layer Blocks
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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% conv1_1,conv1_2,pool1
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\pic[shift={(0,0,0)},fill={rgb:blue,1.5;red,3.5;green,3.5;white,5}] at (0,0,0) {GenericSequentialLayer={blockname=crp1,%
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numFilters={{" ",""}},height=20,width={7},depth=20, blocklabel=SoftmaxLoss: $E_\mathcal{S}$ ,ylabel= ,zlabel= }};
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%% Draw connections
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\draw [connection] (crp1-east)++(0,\up,0) -- node {\midarrow} ++(\arrowlength.0,0)
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node [anchor=south east,scale=2.1]{$E_\mathcal{S} [p;\theta]$};
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\draw (crp1-west)++(0,\up,0) coordinate (crp1-west-up);
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\draw [connection] (crp1-west-up)++(-\arrowlength,0,0)
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node[anchor=south west,scale=2.1]{$p(x^{(t)})$}
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-- node {\midarrow} (crp1-west-up);
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\draw [connection] (crp1-west)++(0,-\down,0) -- node {\midarrow} ++(-\arrowlength.0,0)
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node[anchor=north west,inner sep = 10, xshift=-25,scale=2.3]
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{
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$\frac{\partial L}{\partial E_\mathcal{S}}\frac{\partial E_\mathcal{S}}{\partial p}$
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};
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\draw (crp1-east)++(0,-\down,0) coordinate (crp1-east-down);
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\draw [connection] (crp1-east-down)++(\arrowlength,0,0)
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node[anchor=north east,inner sep = 10, xshift=25,scale=2.3]
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{
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$\frac{\partial L}{\partial E_\mathcal{S}} = \lambda_\mathcal{S}$
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}
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-- node {\midarrow} (crp1-east-down);
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\end{tikzpicture}
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\end{document}
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