Convert submodule PlotNeuralNet into a regular folder
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105
thesis/third_party/PlotNeuralNet/examples/VGG16/vgg16.tex
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thesis/third_party/PlotNeuralNet/examples/VGG16/vgg16.tex
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\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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\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\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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\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
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\pic[shift={(0,0,0)}] at (0,0,0) {RightBandedBox={name=cr1,caption=conv1,%
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xlabel={{"64","64"}},ylabel=224,zlabel=224,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=35,width=1,depth=35}};
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%%%%%%%%%%
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% conv2_1,conv2_2
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\pic[shift={(2,0,0)}] at (p1-east) {RightBandedBox={name=cr2,caption=conv2,%
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xlabel={{"128","128"}},zlabel=112,fill=\ConvColor,bandfill=\ConvReluColor,%
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height=35,width={3,3},depth=35}};
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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=30,width=1,depth=30}};
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%%%%%%%%%%
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% conv3_1,conv3_2
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\pic[shift={(2,0,0)}] at (p2-east) {RightBandedBox={name=cr3,caption=conv3,%
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xlabel={{"256","256","256"}},zlabel=56,fill=\ConvColor,bandfill=\ConvReluColor,%
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height=30,width={4,4,4},depth=30}};
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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=23,width=1,depth=23}};
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%%%%%%%%%%
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% conv4_1,conv4_2,conv4_3
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\pic[shift={(1.8,0,0)}] at (p3-east) {RightBandedBox={name=cr4,caption=conv4,%
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xlabel={{"512","512","512"}},zlabel=28,fill=\ConvColor,bandfill=\ConvReluColor,%
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height=23,width={7,7,7},depth=23}};
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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=15,width=1,depth=15}};
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%%%%%%%%%%
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% conv5_1,conv5_2,conv5_3
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\pic[shift={(1.5,0,0)}] at (p4-east) {RightBandedBox={name=cr5,caption=conv5,%
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xlabel={{"512","512","512"}},zlabel=14,fill=\ConvColor,bandfill=\ConvReluColor,%
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height=15,width={7,7,7},depth=15}};
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%pool5
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\pic[shift={(0,0,0)}] at (cr5-east) {Box={name=p5,%
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fill=\PoolColor,opacity=0.5,height=10,width=1,depth=10}};
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%%%%%%%%%%
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% fc6
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\pic[shift={(3,0,0)}] at (p5-east) {RightBandedBox={name=fc6,caption=fc6,%
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xlabel={{"1",""}},zlabel=4096,fill=\FcColor,bandfill=\FcReluColor,%
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height=3,width=3,depth=100}};
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%%%%%%%%%%
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% fc7
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\pic[shift={(2,0,0)}] at (fc6-east) {RightBandedBox={name=fc7,caption=fc7,%
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xlabel={{"1","dummy"}},zlabel=4096,fill=\FcColor,bandfill=\FcReluColor,%
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height=3,width=3,depth=100}};
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%%%%%%%%%%
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% fc8
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\pic[shift={(1.5,0,0)}] at (fc7-east) {RightBandedBox={name=fc8,caption=fc8+softmax,%
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xlabel={{"1","dummy"}},fill=\FcColor,bandfill=\FcReluColor,%
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height=3,width=3,depth=25}};
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%%%%%%%%%%
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% softmax
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\pic[shift={(0,0,0)}] at (fc8-east) {Box={name=softmax,%
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xlabel={{"","dummy"}},zlabel=K,opacity=0.8,fill=\SoftmaxColor,%
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height=3,width=1.5,depth=25}};
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%% Draw Arrow 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] (p5-east) -- node {\midarrow} (fc6-west);
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\draw [connection] (fc6-east) -- node {\midarrow} (fc7-west);
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\draw [connection] (fc7-east) -- node {\midarrow} (fc8-west);
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\draw [connection] (softmax-east) -- node {\midarrow} ++(1.5,0,0);
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%% Draw Dotted Edges
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\draw[densely dashed]
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(fc6-west)++(0, 1.5*.2, 1.5*.2) coordinate(a) -- (p5-nearnortheast)
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(fc6-west)++(0,-1.5*.2, 1.5*.2) coordinate(b) -- (p5-nearsoutheast)
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(fc6-west)++(0,-1.5*.2,-1.5*.2) coordinate(c) -- (p5-farsoutheast)
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(fc6-west)++(0, 1.5*.2,-1.5*.2) coordinate(d) -- (p5-farnortheast)
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(a)--(b)--(c)--(d)
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;
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\end{tikzpicture}
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\end{document}
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