Haris Iqbal
139 lines
6.5 KiB
TeX
139 lines
6.5 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{\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,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={(1.6,0,0)}] at (crp1-east) {ConvReluPool={blockname=crp2,%
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numFilters={{"128","128"}},height=35,width={2.5,2.5},depth=35,zlabel=I/2}};
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%% conv3_1,conv3_2,conv3_3,pool3
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\pic[shift={(1.2,0,0)}] at (crp2-east) {ConvReluPool={blockname=crp3,%
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numFilters={{"256","256"}},height=30,width={3.3,3.3},depth=30,zlabel=I/4}};
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%% conv4_1,conv4_2,conv4_3,pool4
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\pic[shift={(1,0,0)}] at (crp3-east) {ConvReluPool={blockname=crp4,%
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numFilters={{"512","512"}},height=23,width={4.5,4.5},depth=23,zlabel=I/8}};
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%% Bottleneck
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%% fc6,fc7
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\pic[shift={(0.9,0,0)}] at (crp4-east) {ConvRelu={blockname=cp6_7,%
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numFilters={{"1024","1024"}},height=10,width={9,9},depth=10,zlabel=I/16}};
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%% Draw Dencoder
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%% up32
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\pic[shift={(1.5,0,0)}] at (cp6_7-east) {UpConvRelu={blockname=up32,%
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numFilters={{"512",""}},height=23,width={4.5},depth=23,zlabel=}};
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%% Concat32
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\pic[shift={(0,0,0)}] at (up32-east) {Gray={blockname=cat32,%
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numFilters={{"512",""}},height=23,width={4.5},depth=23,zlabel=}};
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%% Conv32
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\pic[shift={(0.5,0,0)}] at (cat32-east) {ConvRelu={blockname=conv32,%
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numFilters={{"512","512"}},height=23,width={4.5,4.5},depth=23,zlabel=I/8}};
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%% up16
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\pic[shift={(2,0,0)}] at (conv32-east) {UpConvRelu={blockname=up16,%
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numFilters={{"256",""}},height=30,width={3.3},depth=30,zlabel=}};
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%% Concat16
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\pic[shift={(0,0,0)}] at (up16-east) {Gray={blockname=cat16,%
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numFilters={{"256",""}},height=30,width={3.3},depth=30,zlabel=}};
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%% Conv16
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\pic[shift={(0.5,0,0)}] at (cat16-east) {ConvRelu={blockname=conv16,%
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numFilters={{"256","256"}},height=30,width={3.3,3.3},depth=30,zlabel=I/4}};
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%% up8
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\pic[shift={(2,0,0)}] at (conv16-east) {UpConvRelu={blockname=up8,%
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numFilters={{"128",""}},height=35,width={2.5},depth=35,zlabel=}};
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%% Concat8
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\pic[shift={(0,0,0)}] at (up8-east) {Gray={blockname=cat8,%
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numFilters={{"128",""}},height=35,width={2.5},depth=35,zlabel=}};
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%% Conv8
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\pic[shift={(0.5,0,0)}] at (cat8-east) {ConvRelu={blockname=conv8,%
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numFilters={{"128","128"}},height=35,width={2.5,2.5},depth=35,zlabel=I/2}};
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%% up4
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\pic[shift={(2,0,0)}] at (conv8-east) {UpConvRelu={blockname=up4,%
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numFilters={{"64",""}},height=40,width={2},depth=40,zlabel=}};
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%% Concat4
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\pic[shift={(0,0,0)}] at (up4-east) {Gray={blockname=cat4,%
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numFilters={{"64",""}},height=40,width={2},depth=40,zlabel=}};
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%% Conv4
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\pic[shift={(0.5,0,0)}] at (cat4-east) {ConvRelu={blockname=conv4,%
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numFilters={{"64","64"}},height=40,width={2,2},depth=40,zlabel=I}};
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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% Draw score producer
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%% Conv4
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\pic[shift={(2,0,0)}] at (conv4-east) {Conv={blockname=score,%
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numFilters={{"21",""}},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] (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} (cp6_7-west);
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\draw [connection] (cp6_7-east) -- node {\midarrow} (up32-west);
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\draw [connection] (cat32-east) -- node {\midarrow} (conv32-west);
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\draw [connection] (conv32-east) -- node {\midarrow} (up16-west);
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\draw [connection] (cat16-east) -- node {\midarrow} (conv16-west);
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\draw [connection] (conv16-east) -- node {\midarrow} (up8-west);
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\draw [connection] (cat8-east) -- node {\midarrow} (conv8-west);
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\draw [connection] (conv8-east) -- node {\midarrow} (up4-west);
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\draw [connection] (cat4-east) -- node {\midarrow} (conv4-west);
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\draw [connection] (conv4-east) -- node {\midarrow} (score-west);
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\path (crp4-lastsouth) -- (crp4-lastnorth) coordinate[pos=1.25] (crp4-top) ;
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\path (crp3-lastsouth) -- (crp3-lastnorth) coordinate[pos=1.25] (crp3-top) ;
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\path (crp2-lastsouth) -- (crp2-lastnorth) coordinate[pos=1.25] (crp2-top) ;
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\path (crp1-lastsouth) -- (crp1-lastnorth) coordinate[pos=1.25] (crp1-top) ;
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\path (cat32-south) -- (cat32-north) coordinate[pos=1.25] (cat32-top) ;
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\path (cat16-south) -- (cat16-north) coordinate[pos=1.25] (cat16-top) ;
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\path (cat8-south) -- (cat8-north) coordinate[pos=1.25] (cat8-top) ;
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\path (cat4-south) -- (cat4-north) coordinate[pos=1.25] (cat4-top) ;
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\draw [copyconnection] (crp4-lastnorth)
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-- node {\copymidarrow}(crp4-top)
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-- node {\copymidarrow}(cat32-top)
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-- node {\copymidarrow} (cat32-north);
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\draw [copyconnection] (crp3-lastnorth)
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-- node {\copymidarrow}(crp3-top)
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-- node {\copymidarrow}(cat16-top)
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-- node {\copymidarrow} (cat16-north);
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\draw [copyconnection] (crp2-lastnorth)
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-- node {\copymidarrow}(crp2-top)
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-- node {\copymidarrow}(cat8-top)
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-- node {\copymidarrow} (cat8-north);
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\draw [copyconnection] (crp1-lastnorth)
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-- node {\copymidarrow}(crp1-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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\end{tikzpicture}
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\end{document}\grid
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