Convert submodule PlotNeuralNet into a regular folder
This commit is contained in:
Jan Kowalczyk
127
thesis/third_party/PlotNeuralNet/examples/fcn8s/fcn8.tex
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127
thesis/third_party/PlotNeuralNet/examples/fcn8s/fcn8.tex
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\documentclass[border=15pt, multi, tikz]{standalone}
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\usepackage{import}
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\subimport{../../layers/}{init}
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\usetikzlibrary{positioning}
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\usetikzlibrary{3d} %for including external image
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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\DcnvColor{rgb:blue,5;green,2.5;white,5}
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\def\SoftmaxColor{rgb:magenta,5;black,7}
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\def\SumColor{rgb:blue,5;green,15}
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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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\node[canvas is zy plane at x=0] (temp) at (-3,0,0) {\includegraphics[width=8cm,height=8cm]{cats.jpg}};
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% conv1_1,conv1_2,%pool1
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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"}},zlabel=I,fill=\ConvColor,bandfill=\ConvReluColor,%
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height=40,width={2,2},depth=40}};
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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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% conv2_1,conv2_2,pool2
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\pic[shift={(2,0,0)}] at (p1-east) {RightBandedBox={name=cr2,caption=conv2,%
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xlabel={{"64","64"}},zlabel=I/2,fill=\ConvColor,bandfill=\ConvReluColor,%
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height=35,width={3,3},depth=35}};
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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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% conv3_1,conv3_2,pool3
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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=I/4,fill=\ConvColor,bandfill=\ConvReluColor,%
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height=30,width={4,4,4},depth=30}};
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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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% conv4_1,conv4_2,conv4_3,pool4
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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=I/8,fill=\ConvColor,bandfill=\ConvReluColor,%
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height=23,width={7,7,7},depth=23}};
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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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% conv5_1,conv5_2,conv5_3,pool5
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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=I/16,fill=\ConvColor,bandfill=\ConvReluColor,%
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height=15,width={7,7,7},depth=15}};
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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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%% fc6, fc7 -> cr6, cr7
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\pic[shift={(1,0,0)}] at (p5-east) {RightBandedBox={name=cr6_7,caption=fc to conv,%
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xlabel={{"4096","4096"}},fill=\ConvColor,bandfill=\ConvReluColor,%
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height=10,width={10,10},depth=10}};
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%% fc8 -> cr8 (score32)
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\pic[shift={(1,0,0)}] at (cr6_7-east) {Box={name=score32,caption=fc8 to conv,%
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xlabel={{"K","dummy"}},fill=\ConvColor,%
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height=10,width=2,depth=10,zlabel=I/32}};
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%%Joining with previous streams (fcn-16s)
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%% Upsampling Deconv Layer
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%% Dcnv32
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\pic[shift={(1.5,0,0)}] at (score32-east) {Box={name=d32,%
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xlabel={{"K","dummy"}},fill=\DcnvColor,%
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height=15,width=2,depth=15,zlabel=I/16}};
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%% score16
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\pic[shift={(0,-4,0)}] at (d32-west) {Box={name=score16,%
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xlabel={{"K","dummy"}},fill=\ConvColor,%
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height=15,width=2,depth=15,zlabel=I/16}};
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%% Elementwise sum between score16 and up32
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\pic[shift={(1.5,0,0)}] at (d32-east) {Ball={name=elt1,%
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fill=\SumColor,opacity=0.6,%
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radius=2.5,logo=$+$}};
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%%Joining with previous streams (fcn-8s)
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%% Upsampling Deconv Layer
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%% Dcnv16
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\pic[shift={(1.5,0,0)}] at (elt1-east) {Box={name=d16,%
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xlabel={{"K","dummy"}},fill=\DcnvColor,%
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height=23,width=2,depth=23,zlabel=I/8}};
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%% score8
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\pic[shift={(0,-6,0)}] at (d16-west) {Box={name=score8,%
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xlabel={{"K","dummy"}},fill=\ConvColor,%
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height=23,width=2,depth=23,zlabel=I/8}};
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%% Elementwise sum between score16 and up32
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\pic[shift={(1.5,0,0)}] at (d16-east) {Ball={name=elt2,%
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fill=\SumColor,opacity=0.6,%
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radius=2.5,logo=$+$}};
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%%% Output
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%%%%%%%%%%
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%% Dcnv8
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\pic[shift={(2.5,0,0)}] at (elt2-east) {Box={name=d8,%
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xlabel={{"K","dummy"}},fill=\DcnvColor,%
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height=40,width=2,depth=40}};
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%%%%%%%%%%
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%% softmax
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\pic[shift={(1,0,0)}] at (d8-east) {Box={name=softmax,caption=softmax,%
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xlabel={{"K","dummy"}},fill=\SoftmaxColor,%
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height=40,width=2,depth=40,zlabel=I}};
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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] (p5-east) -- node {\midarrow} (cr6_7-west);
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\draw [connection] (cr6_7-east) -- node {\midarrow} (score32-west);
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\draw [connection] (score32-east) -- node {\midarrow} (d32-west);
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\path (p4-east) -- (cr5-west) coordinate[pos=0.25] (between4_5) ;
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\draw [connection] (between4_5) -- node {\midarrow} (score16-west-|between4_5) -- node {\midarrow} (score16-west);
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\draw [connection] (d32-east) -- node {\midarrow} (elt1-west);
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\draw [connection] (score16-east) -- node {\midarrow} (score16-east -| elt1-south) -- node {\midarrow} (elt1-south);
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\draw [connection] (elt1-east) -- node {\midarrow} (d16-west);
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\path (p3-east) -- (cr4-west) coordinate[pos=0.25] (between3_4) ;
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\draw [connection] (between3_4) -- node {\midarrow} (score8-west-|between3_4) -- node {\midarrow} (score8-west);
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\draw [connection] (d16-east) -- node {\midarrow} (elt2-west);
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\draw [connection] (score8-east) -- node {\midarrow} (score8-east -| elt2-south)-- node {\midarrow} (elt2-south);
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\draw [connection] (elt2-east) -- node {\midarrow} (d8-west);
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\draw [connection] (d8-east) -- node{\midarrow} (softmax-west);
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\end{tikzpicture}
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\end{document}\grid
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