\ProvidesPackage{FullyConnectedRelu}

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%This Block can draw fully connected
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\tikzset{FullyConnectedRelu/.pic={\tikzset{/block/.cd,#1}	 	
% conv 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 [fullyrelu]  
    (\k*\cubescale ,\cubescale*\cubey/2  , \cubescale*\cubez/2) coordinate   	       
    (d) -- ++(-\cubescale*\x/3,0,0) coordinate (a1) -- ++(0,-\cubescale*\cubey,0) coordinate (b1) -- ++(\cubescale*\x/3,0,0) coordinate (c) -- cycle     	     
    (d) -- (a1) -- ++(0,0,-\cubescale*\cubez) coordinate (h1) -- ++(+\cubescale*\x/3,0,0) coordinate (e) -- cycle; 
\draw [fullyconn]   	       
    (d) -- ++(-\cubescale*\x,0,0) coordinate (a) -- ++(0,-\cubescale*\cubey,0) coordinate (b) edge coordinate [pos=1] (g) ++(0,0,-\cubescale*\cubez) -- (c) -- cycle    
    (d) -- (e) edge coordinate[pos=1] (f) ++(0,-\cubescale*\cubey,0) (f) edge (g)  	     
    (d) -- (a) -- ++(0,0,-\cubescale*\cubez) coordinate (h) edge (g) -- (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 [fullyconn] 
    (\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);
%\draw (0.5*\SecondLastLayerOriginX*\cubescale , -\cubescale*\cubey/2  , -\cubescale*\cubez/2) coordinate (\cubeblockname-center);
\path (\cubeblockname-west) -- (\cubeblockname-east) coordinate[pos=0.5] (\cubeblockname-anchor);
},
/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=,
}

