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started with data chapter flow rework

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This commit is contained in:
Jan Kowalczyk
2025-05-14 12:12:02 +02:00
parent 83fa7538bc
commit 0a35786ebb
2 changed files with 50 additions and 9 deletions
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7
thesis/diagrams/deepsad_procedure.tex
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@@ -47,7 +47,7 @@
\end{pgfonlayer}
\begin{pgfonlayer}{foreground}
\node[hlabelbox, below=of hyper] (autoencarch) {\boxtitle{Autoencoder Architecture} Choose based on data type \\ Latent Space Size};
\node[hlabelbox, below=of hyper] (autoencarch) {\boxtitle{Autoencoder Architecture} Choose based on data type \\ Latent Space Size (based on complexity)};
\node[hlabelbox, below=.1 of autoencarch] (pretrainhyper) {\boxtitle{Hyperparameters} $E_A$: Number of Epochs \\ $L_A$: Learning Rate};
\end{pgfonlayer}
\begin{pgfonlayer}{background}
@@ -76,7 +76,7 @@
%\draw[arrow] (node cs:name=traindata,angle=-45) |- node[arrowlabel]{all training data, labels removed} (node cs:name=calcc,angle=200);
\begin{pgfonlayer}{foreground}
\node[stepsbox, below=1.4 of calcc] (maintrainproc) {Train Network for $E_M$ Epochs \\ with $L_M$ Learning Rate \\ Considers Labels};
\node[stepsbox, below=1.4 of calcc] (maintrainproc) {Train Network for $E_M$ Epochs \\ with $L_M$ Learning Rate \\ Considers Labels with $\eta$ strength};
\node[outputbox, below=.1 of maintrainproc] (maintrainout) {\boxtitle{Outputs} Encoder Network \\ $\mathbf{w}$: Network Weights \\ $\mathbf{c}$: Hypersphere Center};
\end{pgfonlayer}
\begin{pgfonlayer}{background}
@@ -90,6 +90,9 @@
\node[hyperbox, fit=(maintrainhyper), label={[label distance = 1, name=autoenclabel]above:{\textbf{Main-Training Hyperparameters}}}] (maintrainhyp) {};
\end{pgfonlayer}
\draw[arrow] (node cs:name=pretrain,angle=-20) -- +(1, 0) |- (node cs:name=maintrain,angle=20);
%\draw[arrow] (pretrainoutput.south) -- (node cs:name=maintrain,angle=22);
\draw[arrow] (calcc.south) -- (maintrainlab.north);
\draw[arrow] (traindata.south) |- (maintrain.west);