src/analyzer/report/tech.tex

   1 \section{Evaluation}\label{sec:eval}\r
   2 \r
   3 \subsection{Histogram Plots}\label{subsec:hist}\r
   4 \r
   5 \begin{figure}[htb]\r
   6         \centering\r
   7         \includegraphics[scale=0.6]{pics/EDGEENCODING-hist.pdf}\r
   8         \caption{Encoding Edge Histogram: 0=Edge Unassiged, 1= Edge Break, 2= Edge Match}\r
   9         \label{fig:edgeencoding}\r
  10 \end{figure}\r
  11 \r
  12 \r
  13 \begin{figure}[htb]\r
  14         \centering\r
  15         \includegraphics[scale=0.6]{pics/ELEMENTOPTSETS-hist.pdf}\r
  16         \caption{Element Opt Set Histogram: Whether tuner should update sets or not. 0= OFF, 1= ON}\r
  17         \label{fig:elementoptset}\r
  18 \end{figure}\r
  19 \r
  20 \begin{figure}[htb]\r
  21         \centering\r
  22         \includegraphics[scale=0.6]{pics/ELEMENTOPT-hist.pdf}\r
  23         \caption{Element Opt Histogram: 0 = OFF, 1= ON}\r
  24         \label{fig:elementopt}\r
  25 \end{figure}\r
  26 \r
  27 \begin{figure}[htb]\r
  28         \centering\r
  29         \includegraphics[scale=0.6]{pics/ENCODINGGRAPHOPT-hist.pdf}\r
  30         \caption{Encoding Graph Optimization Histogram: 0= OFF, 1=ON}\r
  31         \label{fig:encodinggraph}\r
  32 \end{figure}\r
  33 \r
  34 \begin{figure}[htb]\r
  35         \centering\r
  36         \includegraphics[scale=0.6]{pics/MUSTEDGEPRUNE-hist.pdf}\r
  37         \caption{Must Prune Histogram: 0= OFF, 1= ON}\r
  38         \label{fig:mustedgeprune}\r
  39 \end{figure}\r
  40 \r
  41 \begin{figure}[htb]\r
  42         \centering\r
  43         \includegraphics[scale=0.6]{pics/MUSTVALUE-hist.pdf}\r
  44         \caption{Must Value Histogram: Binary Index must have value heuristic. The value varies from 0-6}\r
  45         \label{fig:mustvalue}\r
  46 \end{figure}\r
  47 \r
  48 \begin{figure}[htb]\r
  49         \centering\r
  50         \includegraphics[scale=0.6]{pics/NODEENCODING-hist.pdf}\r
  51         \caption{Node Encoding Histogram: 0= Unassigned, 1= OneHot, 2= Unary, 3= BinaryIndex}\r
  52         \label{fig:nodeencoding}\r
  53 \end{figure}\r
  54 \r
  55 \begin{figure}[htb]\r
  56         \centering\r
  57         \includegraphics[scale=0.6]{pics/NAIVEENCODER-hist.pdf}\r
  58         \caption{Naive Encoder Histogram: 1= OneHot, 2=Unary, 3=BinaryIndex}\r
  59         \label{fig:naiveencoder}\r
  60 \end{figure}\r
  61 \r
  62 \begin{figure}[htb]\r
  63         \centering\r
  64         \includegraphics[scale=0.6]{pics/PREPROCESS-hist.pdf}\r
  65         \caption{Preprocess Histogram: Replace Boolean Variables with T or F based on their polarity. 0= OFF, 1= ON}\r
  66         \label{fig:preprocess}\r
  67 \end{figure}\r
  68 \r
  69 \begin{figure}[htb]\r
  70         \centering\r
  71         \includegraphics[scale=0.6]{pics/PROXYVARIABLE-hist.pdf}\r
  72         \caption{Proxy Variable Histogram: Threshold for using proxy variables. Value varies from 1 to 5}\r
  73         \label{fig:proxyvariable}\r
  74 \end{figure}\r
  75 \r
  76 \begin{figure}[htb]\r
  77         \centering\r
  78         \includegraphics[scale=0.6]{pics/VARIABLEORDER-hist.pdf}\r
  79         \caption{Variable Order Histogram: 0= ConstraintOrdering, 1= ElementOrdering, 2=ReverseOrdering}\r
  80         \label{fig:variableorder}\r
  81 \end{figure}\r
  82 \r
  83 \clearpage\r
  84 \subsection{Scatter Plots}\label{subsec:scatter}\r
  85 \r
  86 Y axis represents execution time and X axis shows the possible value of for each knob.\r
  87 Geometric mean of each value has been calculated and they are connected with solid lines.\r
  88 \r
  89 \begin{figure}[htb]\r
  90         \centering\r
  91         \includegraphics[scale=0.6]{pics/EDGEENCODING-scat.pdf}\r
  92         \caption{Encoding Edge plot}\r
  93         \label{fig:edgeencodings}\r
  94 \end{figure}\r
  95 \r
  96 \r
  97 \begin{figure}[htb]\r
  98         \centering\r
  99         \includegraphics[scale=0.6]{pics/ELEMENTOPTSETS-scat.pdf}\r
 100         \caption{Element Opt Set plot}\r
 101         \label{fig:elementoptsets}\r
 102 \end{figure}\r
 103 \r
 104 \begin{figure}[htb]\r
 105         \centering\r
 106         \includegraphics[scale=0.6]{pics/ELEMENTOPT-scat.pdf}\r
 107         \caption{Element Opt plot}\r
 108         \label{fig:elementopts}\r
 109 \end{figure}\r
 110 \r
 111 \begin{figure}[htb]\r
 112         \centering\r
 113         \includegraphics[scale=0.6]{pics/ENCODINGGRAPHOPT-scat.pdf}\r
 114         \caption{Encoding Graph Optimization plot}\r
 115         \label{fig:encodinggraphs}\r
 116 \end{figure}\r
 117 \r
 118 \begin{figure}[htb]\r
 119         \centering\r
 120         \includegraphics[scale=0.6]{pics/MUSTEDGEPRUNE-scat.pdf}\r
 121         \caption{Must Prune plot}\r
 122         \label{fig:mustedgeprunes}\r
 123 \end{figure}\r
 124 \r
 125 \begin{figure}[htb]\r
 126         \centering\r
 127         \includegraphics[scale=0.6]{pics/MUSTVALUE-scat.pdf}\r
 128         \caption{Must Value plot}\r
 129         \label{fig:mustvalues}\r
 130 \end{figure}\r
 131 \r
 132 \begin{figure}[htb]\r
 133         \centering\r
 134         \includegraphics[scale=0.6]{pics/NODEENCODING-scat.pdf}\r
 135         \caption{Node Encoding plot}\r
 136         \label{fig:nodeencodings}\r
 137 \end{figure}\r
 138 \r
 139 \begin{figure}[htb]\r
 140         \centering\r
 141         \includegraphics[scale=0.6]{pics/NAIVEENCODER-scat.pdf}\r
 142         \caption{Naive Encoder plot}\r
 143         \label{fig:naiveencoders}\r
 144 \end{figure}\r
 145 \r
 146 \begin{figure}[htb]\r
 147         \centering\r
 148         \includegraphics[scale=0.6]{pics/PREPROCESS-scat.pdf}\r
 149         \caption{Preprocess Plot}\r
 150         \label{fig:preprocesss}\r
 151 \end{figure}\r
 152 \r
 153 \begin{figure}[htb]\r
 154         \centering\r
 155         \includegraphics[scale=0.6]{pics/PROXYVARIABLE-scat.pdf}\r
 156         \caption{Proxy Variable plot}\r
 157         \label{fig:proxyvariables}\r
 158 \end{figure}\r
 159 \r
 160 \begin{figure}[htb]\r
 161         \centering\r
 162         \includegraphics[scale=0.6]{pics/VARIABLEORDER-scat.pdf}\r
 163         \caption{Variable Order Plot}\r
 164         \label{fig:variableorders}\r
 165 \end{figure}\r
 166 \r