Convert submodule PlotNeuralNet into a regular folder
This commit is contained in:
Jan Kowalczyk
164
thesis/third_party/PlotNeuralNet/examples/Unet/Unet.tex
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164
thesis/third_party/PlotNeuralNet/examples/Unet/Unet.tex
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\documentclass[border=8pt, 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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\def\ConvColor{rgb:yellow,5;red,2.5;white,5}
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\def\ConvReluColor{rgb:yellow,5;red,5;white,5}
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\def\PoolColor{rgb:red,1;black,0.3}
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\def\UnpoolColor{rgb:blue,2;green,1;black,0.3}
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\def\FcColor{rgb:blue,5;red,2.5;white,5}
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\def\FcReluColor{rgb:blue,5;red,5;white,4}
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\def\SoftmaxColor{rgb:magenta,5;black,7}
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\newcommand{\copymidarrow}{\tikz \draw[-Stealth,line width =0.8mm,draw={rgb:blue,4;red,1;green,1;black,3}] (-0.3,0) -- ++(0.3,0);}
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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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\tikzstyle{copyconnection}=[ultra thick,every node/.style={sloped,allow upside down},draw={rgb:blue,4;red,1;green,1;black,3},opacity=0.7]
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%% Draw Encoder
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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% conv1_1,conv1_2
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\pic[shift={(0,0,0)}] at (0,0,0) {RightBandedBox={name=cr1,%
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xlabel={{"64","64"}},zlabel=I,fill=\ConvColor,bandfill=\ConvReluColor,%
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height=40,width={2,2},depth=40}};
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%pool1
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\pic[shift={(0,0,0)}] at (cr1-east) {Box={name=p1,%
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fill=\PoolColor,opacity=0.5,height=32,width=1,depth=32}};
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%%%%%%%%%%
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% conv2_1,conv2_2
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\pic[shift={(1,0,0)}] at (p1-east) {RightBandedBox={name=cr2,%
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xlabel={{"128","128"}},zlabel=I/2,fill=\ConvColor,bandfill=\ConvReluColor,%
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height=32,width={3.5,3.5},depth=32}};
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%pool2
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\pic[shift={(0,0,0)}] at (cr2-east) {Box={name=p2,%
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fill=\PoolColor,opacity=0.5,height=25,width=1,depth=25}};
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%%%%%%%%%%
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% conv3_1,conv3_2
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\pic[shift={(0.75,0,0)}] at (p2-east) {RightBandedBox={name=cr3,%
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xlabel={{"256","256"}},zlabel=I/4,fill=\ConvColor,bandfill=\ConvReluColor,%
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height=25,width={4.5,4.5},depth=25}};
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%pool3
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\pic[shift={(0,0,0)}] at (cr3-east) {Box={name=p3,%
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fill=\PoolColor,opacity=0.5,height=16,width=1,depth=16}};
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%%%%%%%%%%
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% conv4_1,conv4_2,conv4_3
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\pic[shift={(0.5,0,0)}] at (p3-east) {RightBandedBox={name=cr4,%
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xlabel={{"512","512"}},zlabel=I/8,fill=\ConvColor,bandfill=\ConvReluColor,%
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height=16,width={6,6},depth=16}};
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%pool4
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\pic[shift={(0,0,0)}] at (cr4-east) {Box={name=p4,%
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fill=\PoolColor,opacity=0.5,height=8,width=1,depth=8}};
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%% Bottleneck
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% conv5_1,conv5_2,conv5_3
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\pic[shift={(0.75,0,0)}] at (p4-east) {RightBandedBox={name=cr5,caption=Bottleneck Conv,%
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xlabel={{"1024","1024"}},zlabel=I/16,fill=\ConvColor,bandfill=\ConvReluColor,%
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height=8,width={8,8},depth=8}};
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%% Draw Decoder
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%% unpool4,
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\pic[shift={(1.2,0,0)}] at (cr5-east) {Box={name=up4,%
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fill=\UnpoolColor,opacity=0.6,height=16,width=1,depth=16}};
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\pic[shift={(0,0,0)}] at (up4-east) {RightBandedBox={name=ucr4,%
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xlabel={{"512","dummy"}},fill=\ConvColor,bandfill=\ConvReluColor,%
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height=16,width=6,depth=16}};
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\pic[shift={(0,0,0)}] at (ucr4-east) {RightBandedBox={name=cat4,%
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xlabel={{"512",""}},fill={rgb:white,1;black,3},bandfill={rgb:white,1;black,2},opacity=0.2,height=16,width=6,depth=16}};
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\pic[shift={(0,0,0)}] at (cat4-east) {RightBandedBox={name=ucr4a,%
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xlabel={{"512","512"}},zlabel=I/8,fill=\ConvColor,bandfill=\ConvReluColor,%
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height=16,width={6,6},depth=16}};
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%%%%%%%%%%
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%% unpool3,
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\pic[shift={(1.5,0,0)}] at (ucr4a-east) {Box={name=up3,%
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fill=\UnpoolColor,opacity=0.6,height=25,width=1,depth=25}};
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\pic[shift={(0,0,0)}] at (up3-east) {RightBandedBox={name=ucr3,%
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xlabel={{"256","dummy"}},fill=\ConvColor,bandfill=\ConvReluColor,%
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height=25,width=4.5,depth=25}};
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\pic[shift={(0,0,0)}] at (ucr3-east) {RightBandedBox={name=cat3,%
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xlabel={{"256",""}},fill={rgb:white,1;black,3},bandfill={rgb:white,1;black,2},opacity=0.2,height=25,width=4.5,depth=25}};
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\pic[shift={(0,0,0)}] at (cat3-east) {RightBandedBox={name=ucr3a,%
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xlabel={{"256","256"}},zlabel=I/4,fill=\ConvColor,bandfill=\ConvReluColor,%
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height=25,width={4.5,4.5},depth=25}};
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%%%%%%%%%%
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%% unpool2,
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\pic[shift={(1,0,0)}] at (ucr3a-east) {Box={name=up2,%
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fill=\UnpoolColor,opacity=0.6,height=32,width=1,depth=32}};
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\pic[shift={(0,0,0)}] at (up2-east) {RightBandedBox={name=ucr2,%
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xlabel={{"128","dummy"}},fill=\ConvColor,bandfill=\ConvReluColor,%
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height=32,width=3.5,depth=32}};
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\pic[shift={(0,0,0)}] at (ucr2-east) {RightBandedBox={name=cat2,%
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xlabel={{"128",""}},fill={rgb:white,1;black,3},bandfill={rgb:white,1;black,2},opacity=0.2,height=32,width=3.5,depth=32}};
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\pic[shift={(0,0,0)}] at (cat2-east) {RightBandedBox={name=ucr2a,%
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xlabel={{"128","128"}},zlabel=I/2,fill=\ConvColor,bandfill=\ConvReluColor,%
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height=32,width={3.5,3.5},depth=32}};
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%%%%%%%%%%
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%% unpool1,
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\pic[shift={(1.5,0,0)}] at (ucr2a-east) {Box={name=up1,%
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fill=\UnpoolColor,opacity=0.6,height=40,width=1,depth=40}};
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\pic[shift={(0,0,0)}] at (up1-east) {RightBandedBox={name=ucr1,%
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xlabel={{"64","dummy"}},fill=\ConvColor,bandfill=\ConvReluColor,%
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height=40,width=2.5,depth=40}};
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\pic[shift={(0,0,0)}] at (ucr1-east) {RightBandedBox={name=cat1,%
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xlabel={{"64",""}},fill={rgb:white,1;black,3},bandfill={rgb:white,1;black,2},opacity=0.2,height=40,width=2.5,depth=40}};
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\pic[shift={(0,0,0)}] at (cat1-east) {RightBandedBox={name=ucr1a,%
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xlabel={{"64","64"}},fill=\ConvColor,bandfill=\ConvReluColor,%
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height=40,width={2.5,2.5},depth=40}};
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%% Classifier
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\pic[shift={(0.75,0,0)}] at (ucr1a-east) {Box={name=out,caption=Softmax,%
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zlabel=I,fill=\SoftmaxColor,height=40,width=1,depth=40}};
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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% Draw connections
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\draw [connection] (p1-east) -- node {\midarrow} (cr2-west);
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\draw [connection] (p2-east) -- node {\midarrow} (cr3-west);
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\draw [connection] (p3-east) -- node {\midarrow} (cr4-west);
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\draw [connection] (p4-east) -- node {\midarrow} (cr5-west);
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\draw [connection] (cr5-east) -- node {\midarrow} (up4-west);
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\draw [connection] (ucr4a-east) -- node {\midarrow} (up3-west);
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\draw [connection] (ucr3a-east) -- node {\midarrow} (up2-west);
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\draw [connection] (ucr2a-east) -- node {\midarrow} (up1-west);
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\draw [connection] (ucr1a-east) -- node {\midarrow} (out-west);
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%\draw [connection] (out-east) -- node {\midarrow} ++(2,0,0);
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\path (cr4-southeast) -- (cr4-northeast) coordinate[pos=1.25] (cr4-top) ;
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\path (cr3-southeast) -- (cr3-northeast) coordinate[pos=1.25] (cr3-top) ;
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\path (cr2-southeast) -- (cr2-northeast) coordinate[pos=1.25] (cr2-top) ;
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\path (cr1-southeast) -- (cr1-northeast) coordinate[pos=1.25] (cr1-top) ;
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\path (cat4-south) -- (cat4-north) coordinate[pos=1.25] (cat4-top) ;
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\path (cat3-south) -- (cat3-north) coordinate[pos=1.25] (cat3-top) ;
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\path (cat2-south) -- (cat2-north) coordinate[pos=1.25] (cat2-top) ;
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\path (cat1-south) -- (cat1-north) coordinate[pos=1.25] (cat1-top) ;
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%
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\draw [copyconnection] (cr4-northeast)
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-- node {\copymidarrow}(cr4-top)
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-- node {\copymidarrow}(cat4-top)
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-- node {\copymidarrow} (cat4-north);
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%
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\draw [copyconnection] (cr3-northeast)
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-- node {\copymidarrow}(cr3-top)
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-- node {\copymidarrow}(cat3-top)
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-- node {\copymidarrow} (cat3-north);
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%
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\draw [copyconnection] (cr2-northeast)
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-- node {\copymidarrow}(cr2-top)
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-- node {\copymidarrow}(cat2-top)
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-- node {\copymidarrow} (cat2-north);
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%
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\draw [copyconnection] (cr1-northeast)
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-- node {\copymidarrow}(cr1-top)
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-- node {\copymidarrow}(cat1-top)
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-- node {\copymidarrow} (cat1-north);
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\end{tikzpicture}
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\end{document}
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