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| \documentclass[border=8pt, multi, tikz]{standalone} | ||
| %\usepackage{blocks} | ||
| \usepackage{import} | ||
| \subimport{../../layers/}{init} | ||
| \usetikzlibrary{positioning} | ||
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| \def\ConvColor{rgb:yellow,5;red,2.5;white,5} | ||
| \def\ConvReluColor{rgb:yellow,5;red,5;white,5} | ||
| \def\PoolColor{rgb:red,1;black,0.3} | ||
| \def\UnpoolColor{rgb:blue,2;green,1;black,0.3} | ||
| \def\ConcatColor{rgb:blue,5;red,2.5;white,5} | ||
| \def\FcReluColor{rgb:blue,5;red,5;white,4} | ||
| \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} | ||
| \begin{tikzpicture} | ||
| \tikzstyle{connection}=[ultra thick,every node/.style={sloped,allow upside down},draw=\edgecolor,opacity=0.7] | ||
| \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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| %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% | ||
| %% Draw Encoder | ||
| %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% | ||
| % conv1_1,conv1_2 | ||
| \pic[shift={(0,0,0)}] at (0,0,0) {RightBandedBox={name=cr1,% | ||
| xlabel={{"64","64"}},caption=I,fill=\ConvColor,bandfill=\ConvReluColor,% | ||
| height=40,width={2,2},depth=40}}; | ||
| %pool1 | ||
| \pic[shift={(1.2,-10,0)}] at (cr1-east) {Box={name=p1,% | ||
| fill=\PoolColor,opacity=0.6,height=32,width=1,depth=32}}; | ||
| %%%%%%%%%% | ||
| % conv2_1,conv2_2 | ||
| \pic[shift={(0,0,0)}] at (p1-east) {RightBandedBox={name=cr2,% | ||
| xlabel={{"128","128"}},caption=I/2,fill=\ConvColor,bandfill=\ConvReluColor,% | ||
| height=32,width={3.5,3.5},depth=32}}; | ||
| %pool2 | ||
| \pic[shift={(1.2,-8.5,0)}] at (cr2-east) {Box={name=p2,% | ||
| fill=\PoolColor,opacity=0.6,height=25,width=1,depth=25}}; | ||
| %%%%%%%%%% | ||
| % conv3_1,conv3_2 | ||
| \pic[shift={(0,0,0)}] at (p2-east) {RightBandedBox={name=cr3,% | ||
| xlabel={{"256","256"}},caption=I/4,fill=\ConvColor,bandfill=\ConvReluColor,% | ||
| height=25,width={4.5,4.5},depth=25}}; | ||
| %pool3 | ||
| \pic[shift={(1.2,-6.5,0)}] at (cr3-east) {Box={name=p3,% | ||
| fill=\PoolColor,opacity=0.6,height=16,width=1,depth=16}}; | ||
| %%%%%%%%%% | ||
| % conv4_1,conv4_2,conv4_3 | ||
| \pic[shift={(0,0,0)}] at (p3-east) {RightBandedBox={name=cr4,% | ||
| xlabel={{"512","512"}},caption=I/8,fill=\ConvColor,bandfill=\ConvReluColor,% | ||
| height=16,width={6,6},depth=16}}; | ||
| %pool4 | ||
| \pic[shift={(1.2,-3,0)}] at (cr4-east) {Box={name=p4,% | ||
| fill=\PoolColor,opacity=0.6,height=8,width=1,depth=8}}; | ||
| %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% | ||
| %% Bottleneck | ||
| %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% conv5_1,conv5_2,conv5_3 | ||
| \pic[shift={(0,0,0)}] at (p4-east) {RightBandedBox={name=cr5,caption=I/16,% | ||
| xlabel={{"1024","1024"}},fill=\ConvColor,bandfill=\ConvReluColor,% | ||
| height=8,width={8,8},depth=8}}; | ||
| %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% | ||
| %% Draw Decoder | ||
| %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% | ||
| %% unpool4, | ||
| \pic[shift={(0,0,0)}] at (cr5-east) {Box={name=up4,% | ||
| fill=\UnpoolColor,opacity=0.6,height=16,width=1,depth=16}}; | ||
| \pic[shift={(0,0,0)}] at (up4-east) {RightBandedBox={name=ucr4,% | ||
| xlabel={{"512","dummy"}},caption=I/8,fill=\ConvColor,bandfill=\ConvReluColor,% | ||
| height=16,width=6,depth=16}}; | ||
| \pic[shift={(0,3,0)}] at (ucr4-anchor) {Ball={name=cat4,fill=\ConcatColor,radius=2.5,logo=$||$}}; | ||
| \pic[shift={(1.4,0,0)}] at (cat4-east) {RightBandedBox={name=ucr4a,% | ||
| xlabel={{"512","512"}},caption=I/8,fill=\ConvColor,bandfill=\ConvReluColor,% | ||
| height=16,width={6,6},depth=16}}; | ||
| %%%%%%%%%% | ||
| %% unpool3, | ||
| \pic[shift={(0,0,0)}] at (ucr4a-east) {Box={name=up3,% | ||
| fill=\UnpoolColor,opacity=0.6,height=25,width=1,depth=25}}; | ||
| \pic[shift={(0,0,0)}] at (up3-east) {RightBandedBox={name=ucr3,% | ||
| xlabel={{"256","dummy"}},caption=I/4,fill=\ConvColor,bandfill=\ConvReluColor,% | ||
| height=25,width=4.5,depth=25}}; | ||
| \pic[shift={(0,6.5,0)}] at (ucr3-anchor) {Ball={name=cat3,fill=\ConcatColor,radius=2.5,logo=$||$}}; | ||
| \pic[shift={(1.5,0,0)}] at (cat3-east) {RightBandedBox={name=ucr3a,% | ||
| xlabel={{"256","256"}},caption=I/4,fill=\ConvColor,bandfill=\ConvReluColor,% | ||
| height=25,width={4.5,4.5},depth=25}}; | ||
| %%%%%%%%%% | ||
| %% unpool2, | ||
| \pic[shift={(0,0,0)}] at (ucr3a-east) {Box={name=up2,% | ||
| fill=\UnpoolColor,opacity=0.6,height=32,width=1,depth=32}}; | ||
| \pic[shift={(0,0,0)}] at (up2-east) {RightBandedBox={name=ucr2,% | ||
| xlabel={{"128","dummy"}},caption=I/2,fill=\ConvColor,bandfill=\ConvReluColor,% | ||
| height=32,width=3.5,depth=32}}; | ||
| \pic[shift={(0,8.5,0)}] at (ucr2-anchor) {Ball={name=cat2,fill=\ConcatColor,radius=2.5,logo=$||$}}; | ||
| \pic[shift={(1.8,0,0)}] at (cat2-east) {RightBandedBox={name=ucr2a,% | ||
| xlabel={{"128","128"}},caption=I/2,fill=\ConvColor,bandfill=\ConvReluColor,% | ||
| height=32,width={3.5,3.5},depth=32}}; | ||
| %%%%%%%%%% | ||
| %% unpool1, | ||
| \pic[shift={(0,0,0)}] at (ucr2a-east) {Box={name=up1,% | ||
| fill=\UnpoolColor,opacity=0.6,height=40,width=1,depth=40}}; | ||
| \pic[shift={(0,0,0)}] at (up1-east) {RightBandedBox={name=ucr1,% | ||
| xlabel={{"64","dummy"}},caption=I,fill=\ConvColor,bandfill=\ConvReluColor,% | ||
| height=40,width=2.5,depth=40}}; | ||
| \pic[shift={(0,10,0)}] at (ucr1-anchor) {Ball={name=cat1,fill=\ConcatColor,radius=2.5,logo=$||$}}; | ||
| \pic[shift={(2,0,0)}] at (cat1-east) {RightBandedBox={name=ucr1a,% | ||
| xlabel={{"64","64"}},caption=I,fill=\ConvColor,bandfill=\ConvReluColor,% | ||
| height=40,width={2.5,2.5},depth=40}}; | ||
| %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% | ||
| %% Classifier | ||
| %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% | ||
| \pic[shift={(2,0,0)}] at (ucr1a-east) {Box={name=out,caption=Softmax,% | ||
| zlabel=I,fill=\SoftmaxColor,height=40,width=1,depth=40}}; | ||
| %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% | ||
| % Draw connections | ||
| %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% | ||
| \path (cr1-east) -- (p1-west|-cr1-west) coordinate[pos=0.5] (crp1-mid) ; | ||
| \path (cr2-east) -- (p2-west|-cr2-west) coordinate[pos=0.5] (crp2-mid) ; | ||
| \path (cr3-east) -- (p3-west|-cr3-west) coordinate[pos=0.5] (crp3-mid) ; | ||
| \path (cr4-east) -- (p4-west|-cr4-west) coordinate[pos=0.5] (crp4-mid) ; | ||
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| \draw[connection](cr1-east)--node{\midarrow}(crp1-mid)--node{\midarrow}(p1-west-|crp1-mid)--node{\midarrow}(p1-west); | ||
| \draw[connection](cr2-east)--node{\midarrow}(crp2-mid)--node{\midarrow}(p2-west-|crp2-mid)--node{\midarrow}(p2-west); | ||
| \draw[connection](cr3-east)--node{\midarrow}(crp3-mid)--node{\midarrow}(p3-west-|crp3-mid)--node{\midarrow}(p3-west); | ||
| \draw[connection](cr4-east)--node{\midarrow}(crp4-mid)--node{\midarrow}(p4-west-|crp4-mid)--node{\midarrow}(p4-west); | ||
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| %\draw [connection] (cr5-east) -- node {\midarrow} (up4-west); | ||
| %\draw [connection] (ucr4a-east) -- node {\midarrow} (up3-west); | ||
| %\draw [connection] (ucr3a-east) -- node {\midarrow} (up2-west); | ||
| %\draw [connection] (ucr2a-east) -- node {\midarrow} (up1-west); | ||
| \draw [connection] (ucr1a-east) -- node {\midarrow} (out-west); | ||
| %\draw [connection] (out-east) -- node {\midarrow} ++(2,0,0); | ||
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| \draw [copyconnection] (cr4-east) -- node {\copymidarrow} (cat4-west); | ||
| \draw [copyconnection] (cr3-east) -- node {\copymidarrow} (cat3-west); | ||
| \draw [copyconnection] (cr2-east) -- node {\copymidarrow} (cat2-west); | ||
| \draw [copyconnection] (cr1-east) -- node {\copymidarrow} (cat1-west); | ||
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| \draw [copyconnection] (cat4-east) -- node {\copymidarrow} (ucr4a-west); | ||
| \draw [copyconnection] (cat3-east) -- node {\copymidarrow} (ucr3a-west); | ||
| \draw [copyconnection] (cat2-east) -- node {\copymidarrow} (ucr2a-west); | ||
| \draw [copyconnection] (cat1-east) -- node {\copymidarrow} (ucr1a-west); | ||
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| \draw [copyconnection] (ucr4-north) -- node {\copymidarrow} (cat4-south); | ||
| \draw [copyconnection] (ucr3-north) -- node {\copymidarrow} (cat3-south); | ||
| \draw [copyconnection] (ucr2-north) -- node {\copymidarrow} (cat2-south); | ||
| \draw [copyconnection] (ucr1-north) -- node {\copymidarrow} (cat1-south); | ||
|
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| %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% | ||
| \end{tikzpicture} | ||
| \end{document} |