48 lines
2.0 KiB
TeX
48 lines
2.0 KiB
TeX
|
\documentclass[border=15pt, multi, tikz]{standalone}
|
||
|
|
\usepackage{import}
|
||
|
|
\subimport{../../layers/}{init}
|
||
|
|
\usetikzlibrary{positioning}
|
||
|
|
|
||
|
|
\newcommand{\up}{0.25}
|
||
|
|
\newcommand{\down}{0.25}
|
||
|
|
\newcommand{\arrowlength}{4}
|
||
|
|
|
||
|
|
\begin{document}
|
||
|
|
\begin{tikzpicture}
|
||
|
|
\tikzstyle{connection}=[ultra thick,every node/.style={sloped,allow upside down},draw=\edgecolor,opacity=0.7]
|
||
|
|
|
||
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
||
|
|
%% Draw previous connections
|
||
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
||
|
|
\draw [connection] (-\arrowlength,\up,0)
|
||
|
|
node[anchor=south west,scale=2.1]{$p(x^{(t)})$}
|
||
|
|
-- node {\midarrow} (0,\up,0);
|
||
|
|
\draw [connection] (0,-\down,0) -- node {\midarrow} ++(-\arrowlength.0,0)
|
||
|
|
node[anchor=north west,inner sep = 10, xshift=-25,scale=2.3]
|
||
|
|
{
|
||
|
|
$\frac{\partial L}{\partial E_\mathcal{S}}\frac{\partial E_\mathcal{S}}{\partial p}$
|
||
|
|
};
|
||
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
||
|
|
%% Draw Layer Blocks
|
||
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
||
|
|
\pic[shift={(0,0,0)}] at (0,0,0) {Box={name=crp1,caption=SoftmaxLoss: $E_\mathcal{S}$ ,%
|
||
|
|
fill={rgb:blue,1.5;red,3.5;green,3.5;white,5},opacity=0.5,height=20,width=7,depth=20}};
|
||
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
||
|
|
%% Draw next connections
|
||
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
||
|
|
\draw [connection] (crp1-east)++(0,\up,0) -- node {\midarrow} ++(\arrowlength.0,0)
|
||
|
|
node [anchor=south east,scale=2.1]{$E_\mathcal{S} [p;\theta]$};
|
||
|
|
|
||
|
|
\draw [connection] (crp1-east)++(\arrowlength,-\down,0)
|
||
|
|
node[anchor=north east,inner sep = 10, xshift=25,scale=2.3]
|
||
|
|
{
|
||
|
|
$\frac{\partial L}{\partial E_\mathcal{S}} = \lambda_\mathcal{S}$
|
||
|
|
}
|
||
|
|
-- node {\midarrow} ++(-\arrowlength,0,0);
|
||
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
||
|
|
|
||
|
|
|
||
|
|
|
||
|
|
\end{tikzpicture}
|
||
|
|
\end{document}
|