Files
memsys24-slides/images/cnn.tex
2024-09-17 16:03:29 +02:00

62 lines
3.1 KiB
TeX

\begin{tikzpicture}
% Matrix
% \node[draw,outer sep=0,minimum width=25mm,minimum height=6mm,fill=black ] (m00) {w[0,0:15]};
% \node[draw,outer sep=0,minimum width=25mm,minimum height=6mm,fill=black,below=0 of m00 ] (m10) {w[1,0:15]};
\newcommand{\inputelement}[2]{\node [draw=blue!50,minimum size=8mm,fill=blue!20](#2){#1};}
\matrix (matrix) [matrix of nodes,row sep=-\pgflinewidth,column sep=-\pgflinewidth] {
\inputelement{1}{i00} & \inputelement{0}{i01} & \inputelement{0}{i02} & \inputelement{1}{i03} & \inputelement{0}{i04} \\
\inputelement{0}{i10} & \inputelement{1}{i11} & \inputelement{1}{i12} & \inputelement{0}{i13} & \inputelement{1}{i14} \\
\inputelement{1}{i20} & \inputelement{0}{i21} & \inputelement{0}{i22} & \inputelement{1}{i23} & \inputelement{0}{i24} \\
\inputelement{0}{i30} & \inputelement{1}{i31} & \inputelement{0}{i32} & \inputelement{0}{i33} & \inputelement{1}{i34} \\
\inputelement{0}{i40} & \inputelement{0}{i41} & \inputelement{1}{i42} & \inputelement{1}{i43} & \inputelement{1}{i44} \\
};
\node [text=blue!70,below=0 of matrix] {\small Input Matrix};
\newcommand{\kernelelement}[2]{\node [draw=red!50,minimum size=9mm,fill=red!20](#2){#1};}
\matrix (kernel) [matrix of nodes,anchor=center,row sep=-\pgflinewidth,column sep=-\pgflinewidth] at (i12.south east) {
\kernelelement{0}{k00} & \kernelelement{1}{k01} \\
\kernelelement{1}{k10} & \kernelelement{1}{k11} \\
};
\node [text=red!70,fill=white,below=0 of kernel] {\small Filter Matrix};
\draw[-latex,red!60,line width=0.5mm] (k01.south east) -- ++(1,0);
\matrix (matrix1) [matrix of nodes,right=1 of matrix,row sep=-\pgflinewidth,column sep=-\pgflinewidth] {
\inputelement{1}{ib12} & \inputelement{0}{ib13} \\
\inputelement{0}{ib22} & \inputelement{1}{ib23} \\
};
\node [text=blue!70,below=0 of matrix1] {\small Input Batch};
\node[right=3mm of matrix1] (prod) {*};
\matrix (kernel1) [matrix of nodes,right=3mm of prod,row sep=-\pgflinewidth,column sep=-\pgflinewidth] {
\kernelelement{0}{kb00} & \kernelelement{1}{kb01} \\
\kernelelement{1}{kb10} & \kernelelement{1}{kb11} \\
};
\node [text=red!70,below=0 of kernel1] {\small Filter/Kernel};
\node[right=3mm of kernel1] (eq) {=};
\newcommand{\outelement}[2]{\node [draw,minimum size=5mm,inner sep=0,outer sep=0](#2){\small #1};}
\matrix (output) [matrix of nodes,right=3mm of eq,row sep=-\pgflinewidth,column sep=-\pgflinewidth] {
\outelement{1}{o00} & \outelement{2}{o01} & \outelement{1}{o02} & \outelement{1}{o03} \\
\outelement{2}{o10} & \outelement{1}{o11} & \outelement{1}{o12} & \outelement{0}{o13} \\
\outelement{0}{o20} & \outelement{0}{o21} & \outelement{0}{o22} & \outelement{0}{o23} \\
\outelement{0}{o30} & \outelement{0}{o31} & \outelement{0}{o32} & \outelement{0}{o33} \\
};
\node [below=0 of output] {\small Output Matrix};
\draw[dashed] (ib13.north east) -- (kb00.north west);
\draw[dashed] (ib23.south east) -- (kb10.south west);
\draw[dashed] (kb01.north east) -- (o12.north);
\draw[dashed] (kb11.south east) -- (o12.south);
\end{tikzpicture}