Files
plot-neural-networks/layers/Deconv.sty
T
Haris Iqbal 96b641bc26 Initialize
2018-09-12 17:13:15 +02:00

59 lines
3.2 KiB
TeX

\ProvidesPackage{Deconv}
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%This Block can draw Deconvolution layer
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\tikzset{Deconv/.pic={\tikzset{/block/.cd,#1}
% deconv layers
\foreach \x [ count=\i,evaluate=\x as \numfilters using {array({\cubexlabel},\i-1)}, evaluate=\x as \k using {\x+\prev}, remember=\k as \prev (initially 0)] in \cubex
{
\draw [deconv] (\k*\cubescale ,\cubescale*\cubey/2 , \cubescale*\cubez/2) coordinate
(d) -- ++(-\cubescale*\x,0,0) coordinate (a) -- ++(0,-\cubescale*\cubey,0) coordinate (b) edge coordinate [pos=1] (g) ++(0,0,-\cubescale*\cubez) -- ++(\cubescale*\x,0,0) coordinate (c) -- cycle
(d) -- ++(0,0,-\cubescale*\cubez) coordinate (e) edge coordinate[pos=1] (f) ++(0,-\cubescale*\cubey,0) (f) edge (g)
(d) -- (a) -- ++(0,0,-\cubescale*\cubez) coordinate (h) edge (g) -- ++(+\cubescale*\x,0,0) coordinate (e) -- cycle;
% labelling each conv layer with number of filters in each layer
\path [every edge/.append style={pic actions}]
(b) edge ["\numfilters"',midway] (b -| c);
\xdef\SecondLastLayerOriginX{\k} %making value of \k available after the loop as well
}
\draw [deconv]
(\SecondLastLayerOriginX*\cubescale ,\cubescale*\cubey/2 , \cubescale*\cubez/2) coordinate
(d) -- ++(0,0,-\cubescale*\cubez) coordinate (e) -- ++(0,-\cubescale*\cubey,0) coordinate (f) -- (c) -- cycle ;
% Labelling the block
\path [every edge/.append style={pic actions}]
% name or size of depth dimension
(c) edge ["\small\cubezlabel"',pos=0,text width=14*\cubescale*\cubez,text centered,sloped] (f)
% name or size of height dimension
(0,0,\cubez*\cubescale/2) coordinate (o) edge ["\cubeylabel",midway] (o |- o)
% Block name
(0,-\cubey*\cubescale/2,+\cubez*\cubescale/2) coordinate (o)+(0,-20pt) coordinate (o1) edge ["\textcolor{black}{ \bf \cubeblocklabel}"',midway,white] (o1 -| c) ;
\draw (\SecondLastLayerOriginX*\cubescale, 0,0) coordinate (\cubeblockname-east);
\draw (0,0,0) coordinate (\cubeblockname-west);
\path (\cubeblockname-west) -- (\cubeblockname-east) coordinate[pos=0.5] (\cubeblockname-anchor);
\path (\cubeblockname-anchor) -- ++(0,\cubescale*\cubey/2,0) coordinate (\cubeblockname-north);
\path (\cubeblockname-anchor) -- ++(0,-\cubescale*\cubey/2,0) coordinate (\cubeblockname-south);
\path (\cubeblockname-anchor) -- ++(0,0,\cubescale*\cubez/2) coordinate (\cubeblockname-out);
},
/block/.search also={/tikz},
/block/.cd,
width/.store in=\cubex,
height/.store in=\cubey,
depth/.store in=\cubez,
scale/.store in=\cubescale,
numFilters/.store in=\cubexlabel,
ylabel/.store in=\cubeylabel,
zlabel/.store in=\cubezlabel,
blocklabel/.store in=\cubeblocklabel,
blockname/.store in=\cubeblockname,
width=2,
height=13,
depth=15,
scale=.2,
numFilters=,
ylabel=,
zlabel=,
blocklabel=,
blockname=,
}