Haris Iqbal
141 lines
8.0 KiB
TeX
141 lines
8.0 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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\tikzstyle{connection1}=[ultra thick,every node/.style={sloped,allow upside down},draw={rgb:blue,0;red,4;green,2;white,0},opacity=0.7]
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\newcommand{\localmidarrow}{\tikz \draw[-Stealth,line width =0.8mm,draw={rgb:blue,0;red,4;green,2;white,0}] (-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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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%% Draw ConvNet Layers
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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% conv1_1,conv1_2,pool1
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\pic[shift={(0,0,0)}] at (0,0,0) {ConvReluPool={blockname=crp1,%
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numFilters={{"64","64","32"}},height=40,width={2,2},depth=40,zlabel=I}};
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% conv2_1,conv2_2,pool2
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\pic[shift={(2.1,0,0)}] at (crp1-east) {ConvReluPool={blockname=crp2,%
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numFilters={{"128","128"}},height=35,width={3,3},depth=35,zlabel=I/2}};
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%% conv3_1,conv3_2,conv3_3,pool3
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\pic[shift={(2,0,0)}] at (crp2-east) {ConvReluPool={blockname=crp3,%
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numFilters={{"256","256","256"}},height=30,width={4,4,4},depth=30,zlabel=I/4}};
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%% conv4_1,conv4_2,conv4_3,pool4
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\pic[shift={(1.5,0,0)}] at (crp3-east) {ConvReluPool={blockname=crp4,%
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numFilters={{"512","512","512"}},height=23,width={7,7,7},depth=23,zlabel=I/8}};
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%% conv5_1,conv5_2,conv5_3,pool5
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\pic[shift={(1.5,0,0)}] at (crp4-east) {ConvReluPool={blockname=crp5,%
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numFilters={{"512","512","512"}},height=15,width={7,7,7},depth=15,zlabel=I/16}};
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%% fc6, fc7
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\pic[shift={(1.2,0,0)}] at (crp5-east) {ConvRelu={blockname=cp6_7,%
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numFilters={{"4096","4096"}},height=10,width={10,10},depth=10,zlabel=I/32}};
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%% score32
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\pic[shift={(1,0,0)}] at (cp6_7-east) {Conv={blockname=score32,%
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numFilters={{"21","4096"}},height=10,width=1,depth=10,zlabel=I/32}};
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%% Upsampling Deconv Layer
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\pic[shift={(2,0,0)}] at (score32-east) {Deconv={blockname=up16,%
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numFilters={{"21","4096"}},height=40,width=1,depth=40,zlabel=I}};
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%% Draw Edge Layers
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%% upsampling crp2 x2
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\pic[shift={(-0.75,-8,0)}] at (crp2-anchor) {Deconv={blockname=crp2_upx2,%
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numFilters={{"bilinear x2","4096"}},height=7.5,width=7.5,depth=7.5,zlabel=}};
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%% upsampling crp3 x4
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\pic[shift={(-0.75,-8,0)}] at (crp3-anchor) {Deconv={blockname=crp3_upx4,%
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numFilters={{"bilinear x4","4096"}},height=7.5,width=7.5,depth=7.5,zlabel=}};
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%% edge
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\pic[shift={(7,-11,0)}] at (crp4-west) {Conv={blockname=edge,%
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numFilters={{"1x1 conv","4096"}}, height=30,width=1,depth=30,zlabel=I}};
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%% Domain Transform Module
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\pic[shift={(5,0,0)},fill={rgb:blue,1;red,2;green,4;white,7}] at (up16-east) {DomainTransform={blockname=diff1,%
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numFilters={{"21","4096"}},height=40,width=1,depth=40,zlabel=}};
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\pic[shift={(2,0,0)},fill={rgb:blue,1;red,2;green,4;white,7}] at (diff1-east) {DomainTransform={blockname=diff2,%
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numFilters={{"21","4096"}},height=40,width=1,depth=40,zlabel=}};
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\pic[shift={(2,0,0)},fill={rgb:blue,1;red,2;green,4;white,7}] at (diff2-east) {DomainTransform={blockname=diff3,%
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numFilters={{"21","4096"}},height=40,width=1,depth=40,zlabel=}};
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\pic[shift={(2,0,0)},fill={rgb:blue,1;red,2;green,4;white,7}] at (diff3-east) {DomainTransform={blockname=diff4,%
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numFilters={{"21","4096"}},height=40,width=1,depth=40,zlabel=}};
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%% Arrows on Domain Transform
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\draw [connection1] (diff1-anchor)+(0,3,3) -- node{ } ++(0,3,-3);
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\draw [connection1] (diff1-anchor)+(0,3,3)-- node{\localmidarrow} ++(0,3,2.9);
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\draw [connection1] (diff1-anchor)+(0,3,-2.9) -- node{\localmidarrow} ++(0,3,-3);
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\draw [connection1] (diff1-anchor)+(0,2,3) -- node{ } ++(0,2,-3);
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\draw [connection1] (diff1-anchor)+(0,2,3)-- node{\localmidarrow} ++(0,2,2.9);
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\draw [connection1] (diff1-anchor)+(0,2,-2.9) -- node{\localmidarrow} ++(0,2,-3);
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%%%%%%%%%%%%%%%%%%
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\draw [connection1] (diff2-anchor)+(0,-3,-3) -- node{ } ++(0,-3,3);
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\draw [connection1] (diff2-anchor)+(0,-3,-3)-- node{\localmidarrow} ++(0,-3,-2.9);
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\draw [connection1] (diff2-anchor)+(0,-3,2.9) -- node{\localmidarrow} ++(0,-3,3);
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\draw [connection1] (diff2-anchor)+(0,-2,-3) -- node{ } ++(0,-2,3);
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\draw [connection1] (diff2-anchor)+(0,-2,-3)-- node{\localmidarrow} ++(0,-2,-2.9);
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\draw [connection1] (diff2-anchor)+(0,-2,2.9) -- node{\localmidarrow} ++(0,-2,3);
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%%%%%%%%%%%%%%%%%%
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\draw [connection1] (diff3-anchor)+(0,3,3) -- node{ } ++(0,-3,3);
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\draw [connection1] (diff3-anchor)+(0,3,3)-- node{\localmidarrow} ++(0,2.9,3);
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\draw [connection1] (diff3-anchor)+(0,-2.9,3) -- node{\localmidarrow} ++(0,-3,3);
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\draw [connection1] (diff3-anchor)+(0,3,2) -- node{ } ++(0,-3,2);
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\draw [connection1] (diff3-anchor)+(0,3,2)-- node{\localmidarrow} ++(0,2.9,2);
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\draw [connection1] (diff3-anchor)+(0,-2.9,2) -- node{\localmidarrow} ++(0,-3,2);
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%%%%%%%%%%%%%%%%%%
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\draw [connection1] (diff4-anchor)+(0,-3,-3) -- node{ } ++(0,3,-3);
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\draw [connection1] (diff4-anchor)+(0,-3,-3)-- node{\localmidarrow} ++(0,-2.9,-3);
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\draw [connection1] (diff4-anchor)+(0,2.9,-3) -- node{\localmidarrow} ++(0,3,-3);
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\draw [connection1] (diff4-anchor)+(0,-3,-2) -- node{ } ++(0,3,-2);
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\draw [connection1] (diff4-anchor)+(0,-3,-2)-- node{\localmidarrow} ++(0,-2.9,-2);
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\draw [connection1] (diff4-anchor)+(0,2.9,-2) -- node{\localmidarrow} ++(0,3,-2);
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%% Draw connections
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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% ConvNet Connections\draw [connection] (crp1-east) -- node {\midarrow} (crp2-west);
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\draw [connection] (crp2-east) -- node {\midarrow} (crp3-west);
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\draw [connection] (crp3-east) -- node {\midarrow} (crp4-west);
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\draw [connection] (crp4-east) -- node {\midarrow} (crp5-west);
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\draw [connection] (crp5-east) -- node {\midarrow} (cp6_7-west);
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\draw [connection] (cp6_7-east) -- node {\midarrow} (score32-west);
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\draw [connection] (score32-east) -- node {\midarrow} (up16-west);
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% Diffusion Block internal connections
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\draw [connection] (up16-east) -- node {\midarrow} (diff1-west);
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\draw [connection] (diff1-east) -- node {\midarrow} (diff2-west);
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\draw [connection] (diff2-east) -- node {\midarrow} (diff3-west);
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\draw [connection] (diff3-east) -- node {\midarrow} (diff4-west);
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\draw [connection] (diff4-east) -- node {\midarrow} ++(2,0,0);
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% EdgeNet Input Connections
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\draw [connection](crp1-south)--node {\midarrow}(edge-west-|crp1-south)--node {\midarrow}(edge-west-|crp2-south);
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\draw [connection](crp2-south)--node {\midarrow}(crp2_upx2-north);
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\draw [connection](crp2_upx2-south)--node {\midarrow}(edge-west-|crp2-south)--node {\midarrow}(edge-west-|crp3-south);
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\draw [connection](crp3-south)--node {\midarrow}(crp3_upx4-north);
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\draw [connection](crp3_upx4-south)--node {\midarrow}(edge-west-|crp3-south)--node {\midarrow}(edge-west);
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% EdgeNet Output Connections
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\draw [connection](edge-east)
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node[anchor=south west,inner sep = 10, yshift=-20, xshift=180,scale=2.3]{Edges}
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--node {\midarrow}(diff4-south |-edge-east)--node {\midarrow}(diff4-south);
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\draw [connection](diff3-south |-edge-east)--node {\midarrow}(diff3-south);
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\draw [connection](diff2-south |-edge-east)--node {\midarrow}(diff2-south);
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\draw [connection](diff1-south |-edge-east)--node {\midarrow}(diff1-south);
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\end{tikzpicture}
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\end{document}
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