Index: doc/theses/colby_parsons_MMAth/benchmarks/actors/plotData.py
===================================================================
--- doc/theses/colby_parsons_MMAth/benchmarks/actors/plotData.py	(revision 60a91645c3269e9d866e778c7c0e98249e2756be)
+++ doc/theses/colby_parsons_MMAth/benchmarks/actors/plotData.py	(revision 4acf56d3fa83b10d01e66cbc2fc9091646a8fa3a)
@@ -167,8 +167,10 @@
                         plt.errorbar( procs, arr, [bars[idx][0], bars[idx][1]], capsize=2, marker=next(marker) )
                     marker = itertools.cycle(('o', 's', 'D', 'x', 'p', '^', 'h', '*', 'v' )) 
-                    if currBench == Bench.Executor or currBench == Bench.Matrix or currBench == Bench.Balance_One or currBench == Bench.Repeat:
+                    if currBench == Bench.Executor or currBench == Bench.Matrix or currBench == Bench.Balance_One:
                         plt.yscale("log")
                         plt.ylim(1, None)
                         ax.get_yaxis().set_major_formatter(ticks.ScalarFormatter())
+                    elif currBench == Bench.Repeat:
+                        plt.ylim(1, 100)
                     else:
                         plt.ylim(0, None)
Index: doc/theses/colby_parsons_MMAth/figures/nasusRepeat.pgf
===================================================================
--- doc/theses/colby_parsons_MMAth/figures/nasusRepeat.pgf	(revision 60a91645c3269e9d866e778c7c0e98249e2756be)
+++ doc/theses/colby_parsons_MMAth/figures/nasusRepeat.pgf	(revision 4acf56d3fa83b10d01e66cbc2fc9091646a8fa3a)
@@ -284,5 +284,5 @@
 }%
 \begin{pgfscope}%
-\pgfsys@transformshift{0.764235in}{0.621145in}%
+\pgfsys@transformshift{0.764235in}{1.360766in}%
 \pgfsys@useobject{currentmarker}{}%
 \end{pgfscope}%
@@ -292,5 +292,5 @@
 \pgfsetstrokecolor{textcolor}%
 \pgfsetfillcolor{textcolor}%
-\pgftext[x=0.556945in, y=0.537812in, left, base]{\color{textcolor}\rmfamily\fontsize{16.000000}{19.200000}\selectfont \(\displaystyle {1}\)}%
+\pgftext[x=0.446877in, y=1.277432in, left, base]{\color{textcolor}\rmfamily\fontsize{16.000000}{19.200000}\selectfont \(\displaystyle {20}\)}%
 \end{pgfscope}%
 \begin{pgfscope}%
@@ -309,5 +309,5 @@
 }%
 \begin{pgfscope}%
-\pgfsys@transformshift{0.764235in}{1.947025in}%
+\pgfsys@transformshift{0.764235in}{2.139314in}%
 \pgfsys@useobject{currentmarker}{}%
 \end{pgfscope}%
@@ -317,5 +317,5 @@
 \pgfsetstrokecolor{textcolor}%
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-\pgftext[x=0.446877in, y=1.863691in, left, base]{\color{textcolor}\rmfamily\fontsize{16.000000}{19.200000}\selectfont \(\displaystyle {10}\)}%
+\pgftext[x=0.446877in, y=2.055981in, left, base]{\color{textcolor}\rmfamily\fontsize{16.000000}{19.200000}\selectfont \(\displaystyle {40}\)}%
 \end{pgfscope}%
 \begin{pgfscope}%
@@ -334,5 +334,5 @@
 }%
 \begin{pgfscope}%
-\pgfsys@transformshift{0.764235in}{3.272904in}%
+\pgfsys@transformshift{0.764235in}{2.917862in}%
 \pgfsys@useobject{currentmarker}{}%
 \end{pgfscope}%
@@ -342,5 +342,5 @@
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@@ -349,17 +349,23 @@
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+\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.048611in}{0.000000in}}{\pgfqpoint{-0.000000in}{0.000000in}}{%
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-}%
-\begin{pgfscope}%
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-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
+\pgfpathlineto{\pgfqpoint{-0.048611in}{0.000000in}}%
+\pgfusepath{stroke,fill}%
+}%
+\begin{pgfscope}%
+\pgfsys@transformshift{0.764235in}{3.696410in}%
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+\end{pgfscope}%
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+\begin{pgfscope}%
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-\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}%
-\pgfusepath{stroke,fill}%
-}%
-\begin{pgfscope}%
-\pgfsys@transformshift{0.764235in}{4.393403in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsetbuttcap%
-\pgfsetroundjoin%
-\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}%
-\pgfsetfillcolor{currentfill}%
-\pgfsetlinewidth{0.602250pt}%
-\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}%
-\pgfsetstrokecolor{currentstroke}%
-\pgfsetdash{}{0pt}%
-\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{-0.000000in}{0.000000in}}{%
-\pgfpathmoveto{\pgfqpoint{-0.000000in}{0.000000in}}%
-\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}%
-\pgfusepath{stroke,fill}%
-}%
-\begin{pgfscope}%
-\pgfsys@transformshift{0.764235in}{4.470293in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
+\pgfpathlineto{\pgfqpoint{-0.048611in}{0.000000in}}%
+\pgfusepath{stroke,fill}%
+}%
+\begin{pgfscope}%
+\pgfsys@transformshift{0.764235in}{4.474958in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetstrokecolor{textcolor}%
+\pgfsetfillcolor{textcolor}%
+\pgftext[x=0.336808in, y=4.391625in, left, base]{\color{textcolor}\rmfamily\fontsize{16.000000}{19.200000}\selectfont \(\displaystyle {100}\)}%
 \end{pgfscope}%
 \begin{pgfscope}%
@@ -796,6 +409,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{1.018512in}{0.716375in}}%
-\pgfpathlineto{\pgfqpoint{1.018512in}{0.730031in}}%
+\pgfpathmoveto{\pgfqpoint{1.018512in}{0.628146in}}%
+\pgfpathlineto{\pgfqpoint{1.018512in}{0.629248in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -809,6 +422,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{1.126715in}{1.158235in}}%
-\pgfpathlineto{\pgfqpoint{1.126715in}{1.182437in}}%
+\pgfpathmoveto{\pgfqpoint{1.126715in}{0.681150in}}%
+\pgfpathlineto{\pgfqpoint{1.126715in}{0.685397in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -822,6 +435,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{1.343121in}{1.453858in}}%
-\pgfpathlineto{\pgfqpoint{1.343121in}{1.467090in}}%
+\pgfpathmoveto{\pgfqpoint{1.343121in}{0.747528in}}%
+\pgfpathlineto{\pgfqpoint{1.343121in}{0.751371in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -835,6 +448,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{1.775933in}{1.882621in}}%
-\pgfpathlineto{\pgfqpoint{1.775933in}{1.927713in}}%
+\pgfpathmoveto{\pgfqpoint{1.775933in}{0.930299in}}%
+\pgfpathlineto{\pgfqpoint{1.775933in}{0.958653in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -848,6 +461,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{2.641557in}{1.986425in}}%
-\pgfpathlineto{\pgfqpoint{2.641557in}{2.060385in}}%
+\pgfpathmoveto{\pgfqpoint{2.641557in}{0.999060in}}%
+\pgfpathlineto{\pgfqpoint{2.641557in}{1.056190in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -861,6 +474,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{3.507181in}{2.027970in}}%
-\pgfpathlineto{\pgfqpoint{3.507181in}{2.078761in}}%
+\pgfpathmoveto{\pgfqpoint{3.507181in}{1.030246in}}%
+\pgfpathlineto{\pgfqpoint{3.507181in}{1.071561in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -874,6 +487,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{4.372805in}{2.032539in}}%
-\pgfpathlineto{\pgfqpoint{4.372805in}{2.106498in}}%
+\pgfpathmoveto{\pgfqpoint{4.372805in}{1.033815in}}%
+\pgfpathlineto{\pgfqpoint{4.372805in}{1.095708in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -887,6 +500,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{6.104053in}{2.127001in}}%
-\pgfpathlineto{\pgfqpoint{6.104053in}{2.169606in}}%
+\pgfpathmoveto{\pgfqpoint{6.104053in}{1.114322in}}%
+\pgfpathlineto{\pgfqpoint{6.104053in}{1.155185in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -908,33 +521,33 @@
 }%
 \begin{pgfscope}%
-\pgfsys@transformshift{1.018512in}{0.716375in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.126715in}{1.158235in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.343121in}{1.453858in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.775933in}{1.882621in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{2.641557in}{1.986425in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{3.507181in}{2.027970in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{4.372805in}{2.032539in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{6.104053in}{2.127001in}%
+\pgfsys@transformshift{1.018512in}{0.628146in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.126715in}{0.681150in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.343121in}{0.747528in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.775933in}{0.930299in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{2.641557in}{0.999060in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{3.507181in}{1.030246in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{4.372805in}{1.033815in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{6.104053in}{1.114322in}%
 \pgfsys@useobject{currentmarker}{}%
 \end{pgfscope}%
@@ -957,33 +570,33 @@
 }%
 \begin{pgfscope}%
-\pgfsys@transformshift{1.018512in}{0.730031in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.126715in}{1.182437in}%
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-\begin{pgfscope}%
-\pgfsys@transformshift{1.343121in}{1.467090in}%
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-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.775933in}{1.927713in}%
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-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{2.641557in}{2.060385in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{3.507181in}{2.078761in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{4.372805in}{2.106498in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{6.104053in}{2.169606in}%
+\pgfsys@transformshift{1.018512in}{0.629248in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.126715in}{0.685397in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.343121in}{0.751371in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.775933in}{0.958653in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{2.641557in}{1.056190in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{3.507181in}{1.071561in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{4.372805in}{1.095708in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{6.104053in}{1.155185in}%
 \pgfsys@useobject{currentmarker}{}%
 \end{pgfscope}%
@@ -998,6 +611,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{1.018512in}{2.158957in}}%
-\pgfpathlineto{\pgfqpoint{1.018512in}{2.172972in}}%
+\pgfpathmoveto{\pgfqpoint{1.018512in}{1.144686in}}%
+\pgfpathlineto{\pgfqpoint{1.018512in}{1.158544in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1011,6 +624,4 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{1.126715in}{4.008011in}}%
-\pgfpathlineto{\pgfqpoint{1.126715in}{4.032027in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1024,6 +635,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{1.343121in}{2.780003in}}%
-\pgfpathlineto{\pgfqpoint{1.343121in}{3.216940in}}%
+\pgfpathmoveto{\pgfqpoint{1.343121in}{2.236088in}}%
+\pgfpathlineto{\pgfqpoint{1.343121in}{4.114426in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1037,6 +648,4 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{1.775933in}{3.881452in}}%
-\pgfpathlineto{\pgfqpoint{1.775933in}{3.890970in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1050,6 +659,4 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{2.641557in}{4.104079in}}%
-\pgfpathlineto{\pgfqpoint{2.641557in}{4.114074in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1063,6 +670,4 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{3.507181in}{4.203741in}}%
-\pgfpathlineto{\pgfqpoint{3.507181in}{4.221666in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1076,6 +681,4 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{4.372805in}{4.274612in}}%
-\pgfpathlineto{\pgfqpoint{4.372805in}{4.295978in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1089,6 +692,4 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{6.104053in}{3.545132in}}%
-\pgfpathlineto{\pgfqpoint{6.104053in}{3.731330in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1110,33 +711,33 @@
 }%
 \begin{pgfscope}%
-\pgfsys@transformshift{1.018512in}{2.158957in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.126715in}{4.008011in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.343121in}{2.780003in}%
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-\pgfsys@transformshift{1.775933in}{3.881452in}%
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-\begin{pgfscope}%
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-\pgfsys@useobject{currentmarker}{}%
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-\begin{pgfscope}%
-\pgfsys@transformshift{3.507181in}{4.203741in}%
-\pgfsys@useobject{currentmarker}{}%
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-\begin{pgfscope}%
-\pgfsys@transformshift{4.372805in}{4.274612in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{6.104053in}{3.545132in}%
+\pgfsys@transformshift{1.018512in}{1.144686in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.126715in}{14.535773in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.343121in}{2.236088in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.775933in}{11.782582in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{2.641557in}{17.069199in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{3.507181in}{20.184546in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{4.372805in}{22.751920in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{6.104053in}{6.827816in}%
 \pgfsys@useobject{currentmarker}{}%
 \end{pgfscope}%
@@ -1159,33 +760,33 @@
 }%
 \begin{pgfscope}%
-\pgfsys@transformshift{1.018512in}{2.172972in}%
-\pgfsys@useobject{currentmarker}{}%
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-\begin{pgfscope}%
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-\pgfsys@useobject{currentmarker}{}%
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-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{6.104053in}{3.731330in}%
+\pgfsys@transformshift{1.018512in}{1.158544in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.126715in}{15.130049in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.343121in}{4.114426in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.775933in}{11.969252in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{2.641557in}{17.357850in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{3.507181in}{20.804353in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{4.372805in}{23.589971in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{6.104053in}{9.212147in}%
 \pgfsys@useobject{currentmarker}{}%
 \end{pgfscope}%
@@ -1200,6 +801,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{1.018512in}{2.548144in}}%
-\pgfpathlineto{\pgfqpoint{1.018512in}{3.227716in}}%
+\pgfpathmoveto{\pgfqpoint{1.018512in}{1.687897in}}%
+\pgfpathlineto{\pgfqpoint{1.018512in}{4.181149in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1213,6 +814,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{1.126715in}{2.584982in}}%
-\pgfpathlineto{\pgfqpoint{1.126715in}{2.628263in}}%
+\pgfpathmoveto{\pgfqpoint{1.126715in}{1.760945in}}%
+\pgfpathlineto{\pgfqpoint{1.126715in}{1.852958in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1226,6 +827,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{1.343121in}{2.404326in}}%
-\pgfpathlineto{\pgfqpoint{1.343121in}{2.429677in}}%
+\pgfpathmoveto{\pgfqpoint{1.343121in}{1.443527in}}%
+\pgfpathlineto{\pgfqpoint{1.343121in}{1.482295in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1239,6 +840,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{1.775933in}{2.643753in}}%
-\pgfpathlineto{\pgfqpoint{1.775933in}{2.872647in}}%
+\pgfpathmoveto{\pgfqpoint{1.775933in}{1.887603in}}%
+\pgfpathlineto{\pgfqpoint{1.775933in}{2.524779in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1252,6 +853,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{2.641557in}{2.806237in}}%
-\pgfpathlineto{\pgfqpoint{2.641557in}{2.867215in}}%
+\pgfpathmoveto{\pgfqpoint{2.641557in}{2.313178in}}%
+\pgfpathlineto{\pgfqpoint{2.641557in}{2.506541in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1265,6 +866,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{3.507181in}{2.832251in}}%
-\pgfpathlineto{\pgfqpoint{3.507181in}{2.887507in}}%
+\pgfpathmoveto{\pgfqpoint{3.507181in}{2.393171in}}%
+\pgfpathlineto{\pgfqpoint{3.507181in}{2.575561in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1278,6 +879,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{4.372805in}{2.792125in}}%
-\pgfpathlineto{\pgfqpoint{4.372805in}{2.871538in}}%
+\pgfpathmoveto{\pgfqpoint{4.372805in}{2.271272in}}%
+\pgfpathlineto{\pgfqpoint{4.372805in}{2.521042in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1291,6 +892,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{6.104053in}{2.897488in}}%
-\pgfpathlineto{\pgfqpoint{6.104053in}{2.953069in}}%
+\pgfpathmoveto{\pgfqpoint{6.104053in}{2.610417in}}%
+\pgfpathlineto{\pgfqpoint{6.104053in}{2.815946in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1312,33 +913,33 @@
 }%
 \begin{pgfscope}%
-\pgfsys@transformshift{1.018512in}{2.548144in}%
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-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{3.507181in}{2.832251in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{4.372805in}{2.792125in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{6.104053in}{2.897488in}%
+\pgfsys@transformshift{1.018512in}{1.687897in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.126715in}{1.760945in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.343121in}{1.443527in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.775933in}{1.887603in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{2.641557in}{2.313178in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{3.507181in}{2.393171in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{4.372805in}{2.271272in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{6.104053in}{2.610417in}%
 \pgfsys@useobject{currentmarker}{}%
 \end{pgfscope}%
@@ -1361,33 +962,33 @@
 }%
 \begin{pgfscope}%
-\pgfsys@transformshift{1.018512in}{3.227716in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.126715in}{2.628263in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.343121in}{2.429677in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.775933in}{2.872647in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{2.641557in}{2.867215in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{3.507181in}{2.887507in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{4.372805in}{2.871538in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{6.104053in}{2.953069in}%
+\pgfsys@transformshift{1.018512in}{4.181149in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.126715in}{1.852958in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.343121in}{1.482295in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.775933in}{2.524779in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{2.641557in}{2.506541in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{3.507181in}{2.575561in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{4.372805in}{2.521042in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{6.104053in}{2.815946in}%
 \pgfsys@useobject{currentmarker}{}%
 \end{pgfscope}%
@@ -1402,6 +1003,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{1.018512in}{1.544823in}}%
-\pgfpathlineto{\pgfqpoint{1.018512in}{1.545872in}}%
+\pgfpathmoveto{\pgfqpoint{1.018512in}{0.775819in}}%
+\pgfpathlineto{\pgfqpoint{1.018512in}{0.776172in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1415,6 +1016,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{1.126715in}{1.662975in}}%
-\pgfpathlineto{\pgfqpoint{1.126715in}{1.670932in}}%
+\pgfpathmoveto{\pgfqpoint{1.126715in}{0.819913in}}%
+\pgfpathlineto{\pgfqpoint{1.126715in}{0.823220in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1428,6 +1029,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{1.343121in}{1.635581in}}%
-\pgfpathlineto{\pgfqpoint{1.343121in}{1.643638in}}%
+\pgfpathmoveto{\pgfqpoint{1.343121in}{0.808870in}}%
+\pgfpathlineto{\pgfqpoint{1.343121in}{0.812063in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1441,6 +1042,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{1.775933in}{2.076835in}}%
-\pgfpathlineto{\pgfqpoint{1.775933in}{2.294635in}}%
+\pgfpathmoveto{\pgfqpoint{1.775933in}{1.069926in}}%
+\pgfpathlineto{\pgfqpoint{1.775933in}{1.294133in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1454,6 +1055,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{2.641557in}{2.519050in}}%
-\pgfpathlineto{\pgfqpoint{2.641557in}{2.580449in}}%
+\pgfpathmoveto{\pgfqpoint{2.641557in}{1.633419in}}%
+\pgfpathlineto{\pgfqpoint{2.641557in}{1.751702in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1467,6 +1068,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{3.507181in}{2.557088in}}%
-\pgfpathlineto{\pgfqpoint{3.507181in}{2.637618in}}%
+\pgfpathmoveto{\pgfqpoint{3.507181in}{1.705206in}}%
+\pgfpathlineto{\pgfqpoint{3.507181in}{1.873770in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1480,6 +1081,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{4.372805in}{2.529929in}}%
-\pgfpathlineto{\pgfqpoint{4.372805in}{2.647593in}}%
+\pgfpathmoveto{\pgfqpoint{4.372805in}{1.653469in}}%
+\pgfpathlineto{\pgfqpoint{4.372805in}{1.896338in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1493,6 +1094,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{6.104053in}{2.601696in}}%
-\pgfpathlineto{\pgfqpoint{6.104053in}{2.666287in}}%
+\pgfpathmoveto{\pgfqpoint{6.104053in}{1.795660in}}%
+\pgfpathlineto{\pgfqpoint{6.104053in}{1.939701in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1514,33 +1115,33 @@
 }%
 \begin{pgfscope}%
-\pgfsys@transformshift{1.018512in}{1.544823in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.126715in}{1.662975in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.343121in}{1.635581in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.775933in}{2.076835in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{2.641557in}{2.519050in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{3.507181in}{2.557088in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{4.372805in}{2.529929in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{6.104053in}{2.601696in}%
+\pgfsys@transformshift{1.018512in}{0.775819in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.126715in}{0.819913in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.343121in}{0.808870in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.775933in}{1.069926in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{2.641557in}{1.633419in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{3.507181in}{1.705206in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{4.372805in}{1.653469in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{6.104053in}{1.795660in}%
 \pgfsys@useobject{currentmarker}{}%
 \end{pgfscope}%
@@ -1563,33 +1164,33 @@
 }%
 \begin{pgfscope}%
-\pgfsys@transformshift{1.018512in}{1.545872in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.126715in}{1.670932in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.343121in}{1.643638in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.775933in}{2.294635in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{2.641557in}{2.580449in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{3.507181in}{2.637618in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{4.372805in}{2.647593in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{6.104053in}{2.666287in}%
+\pgfsys@transformshift{1.018512in}{0.776172in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.126715in}{0.823220in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.343121in}{0.812063in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.775933in}{1.294133in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{2.641557in}{1.751702in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{3.507181in}{1.873770in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{4.372805in}{1.896338in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{6.104053in}{1.939701in}%
 \pgfsys@useobject{currentmarker}{}%
 \end{pgfscope}%
@@ -1604,6 +1205,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{1.018512in}{3.150908in}}%
-\pgfpathlineto{\pgfqpoint{1.018512in}{3.153643in}}%
+\pgfpathmoveto{\pgfqpoint{1.018512in}{3.731734in}}%
+\pgfpathlineto{\pgfqpoint{1.018512in}{3.746726in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1617,6 +1218,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{1.126715in}{2.761030in}}%
-\pgfpathlineto{\pgfqpoint{1.126715in}{2.763632in}}%
+\pgfpathmoveto{\pgfqpoint{1.126715in}{2.182481in}}%
+\pgfpathlineto{\pgfqpoint{1.126715in}{2.189728in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1630,6 +1231,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{1.343121in}{2.398687in}}%
-\pgfpathlineto{\pgfqpoint{1.343121in}{2.400972in}}%
+\pgfpathmoveto{\pgfqpoint{1.343121in}{1.435135in}}%
+\pgfpathlineto{\pgfqpoint{1.343121in}{1.438525in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1643,6 +1244,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{1.775933in}{2.506604in}}%
-\pgfpathlineto{\pgfqpoint{1.775933in}{2.559100in}}%
+\pgfpathmoveto{\pgfqpoint{1.775933in}{1.610943in}}%
+\pgfpathlineto{\pgfqpoint{1.775933in}{1.709136in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1656,6 +1257,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{2.641557in}{2.744273in}}%
-\pgfpathlineto{\pgfqpoint{2.641557in}{2.772310in}}%
+\pgfpathmoveto{\pgfqpoint{2.641557in}{2.136583in}}%
+\pgfpathlineto{\pgfqpoint{2.641557in}{2.214138in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1669,6 +1270,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{3.507181in}{2.774820in}}%
-\pgfpathlineto{\pgfqpoint{3.507181in}{2.830930in}}%
+\pgfpathmoveto{\pgfqpoint{3.507181in}{2.221267in}}%
+\pgfpathlineto{\pgfqpoint{3.507181in}{2.389022in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1682,6 +1283,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{4.372805in}{2.821696in}}%
-\pgfpathlineto{\pgfqpoint{4.372805in}{2.832774in}}%
+\pgfpathmoveto{\pgfqpoint{4.372805in}{2.360280in}}%
+\pgfpathlineto{\pgfqpoint{4.372805in}{2.394819in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1695,6 +1296,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{6.104053in}{2.908791in}}%
-\pgfpathlineto{\pgfqpoint{6.104053in}{2.922352in}}%
+\pgfpathmoveto{\pgfqpoint{6.104053in}{2.650622in}}%
+\pgfpathlineto{\pgfqpoint{6.104053in}{2.699911in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1716,33 +1317,33 @@
 }%
 \begin{pgfscope}%
-\pgfsys@transformshift{1.018512in}{3.150908in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.126715in}{2.761030in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.343121in}{2.398687in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.775933in}{2.506604in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{2.641557in}{2.744273in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{3.507181in}{2.774820in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{4.372805in}{2.821696in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{6.104053in}{2.908791in}%
+\pgfsys@transformshift{1.018512in}{3.731734in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.126715in}{2.182481in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.343121in}{1.435135in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.775933in}{1.610943in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{2.641557in}{2.136583in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{3.507181in}{2.221267in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{4.372805in}{2.360280in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{6.104053in}{2.650622in}%
 \pgfsys@useobject{currentmarker}{}%
 \end{pgfscope}%
@@ -1765,33 +1366,33 @@
 }%
 \begin{pgfscope}%
-\pgfsys@transformshift{1.018512in}{3.153643in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.126715in}{2.763632in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.343121in}{2.400972in}%
-\pgfsys@useobject{currentmarker}{}%
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-\begin{pgfscope}%
-\pgfsys@transformshift{1.775933in}{2.559100in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{2.641557in}{2.772310in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{3.507181in}{2.830930in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{4.372805in}{2.832774in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{6.104053in}{2.922352in}%
+\pgfsys@transformshift{1.018512in}{3.746726in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.126715in}{2.189728in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.343121in}{1.438525in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.775933in}{1.709136in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{2.641557in}{2.214138in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{3.507181in}{2.389022in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{4.372805in}{2.394819in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{6.104053in}{2.699911in}%
 \pgfsys@useobject{currentmarker}{}%
 \end{pgfscope}%
@@ -1806,12 +1407,12 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{1.018512in}{0.721311in}}%
-\pgfpathlineto{\pgfqpoint{1.126715in}{1.169131in}}%
-\pgfpathlineto{\pgfqpoint{1.343121in}{1.462386in}}%
-\pgfpathlineto{\pgfqpoint{1.775933in}{1.910169in}}%
-\pgfpathlineto{\pgfqpoint{2.641557in}{2.009705in}}%
-\pgfpathlineto{\pgfqpoint{3.507181in}{2.061527in}}%
-\pgfpathlineto{\pgfqpoint{4.372805in}{2.091417in}}%
-\pgfpathlineto{\pgfqpoint{6.104053in}{2.155393in}}%
+\pgfpathmoveto{\pgfqpoint{1.018512in}{0.628541in}}%
+\pgfpathlineto{\pgfqpoint{1.126715in}{0.683040in}}%
+\pgfpathlineto{\pgfqpoint{1.343121in}{0.749995in}}%
+\pgfpathlineto{\pgfqpoint{1.775933in}{0.947357in}}%
+\pgfpathlineto{\pgfqpoint{2.641557in}{1.016258in}}%
+\pgfpathlineto{\pgfqpoint{3.507181in}{1.057132in}}%
+\pgfpathlineto{\pgfqpoint{4.372805in}{1.082435in}}%
+\pgfpathlineto{\pgfqpoint{6.104053in}{1.141215in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1842,33 +1443,33 @@
 }%
 \begin{pgfscope}%
-\pgfsys@transformshift{1.018512in}{0.721311in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.126715in}{1.169131in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.343121in}{1.462386in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.775933in}{1.910169in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{2.641557in}{2.009705in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{3.507181in}{2.061527in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{4.372805in}{2.091417in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{6.104053in}{2.155393in}%
+\pgfsys@transformshift{1.018512in}{0.628541in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.126715in}{0.683040in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.343121in}{0.749995in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.775933in}{0.947357in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{2.641557in}{1.016258in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{3.507181in}{1.057132in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{4.372805in}{1.082435in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{6.104053in}{1.141215in}%
 \pgfsys@useobject{currentmarker}{}%
 \end{pgfscope}%
@@ -1883,12 +1484,9 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{1.018512in}{2.166071in}}%
-\pgfpathlineto{\pgfqpoint{1.126715in}{4.022947in}}%
-\pgfpathlineto{\pgfqpoint{1.343121in}{3.027525in}}%
-\pgfpathlineto{\pgfqpoint{1.775933in}{3.884548in}}%
-\pgfpathlineto{\pgfqpoint{2.641557in}{4.111503in}}%
-\pgfpathlineto{\pgfqpoint{3.507181in}{4.215296in}}%
-\pgfpathlineto{\pgfqpoint{4.372805in}{4.283227in}}%
-\pgfpathlineto{\pgfqpoint{6.104053in}{3.657826in}}%
+\pgfpathmoveto{\pgfqpoint{1.018512in}{1.151678in}}%
+\pgfpathlineto{\pgfqpoint{1.044741in}{4.484958in}}%
+\pgfpathmoveto{\pgfqpoint{1.318121in}{4.484958in}}%
+\pgfpathlineto{\pgfqpoint{1.343121in}{3.124281in}}%
+\pgfpathlineto{\pgfqpoint{1.410668in}{4.484958in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1914,33 +1512,33 @@
 }%
 \begin{pgfscope}%
-\pgfsys@transformshift{1.018512in}{2.166071in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.126715in}{4.022947in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.343121in}{3.027525in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.775933in}{3.884548in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{2.641557in}{4.111503in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{3.507181in}{4.215296in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{4.372805in}{4.283227in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{6.104053in}{3.657826in}%
+\pgfsys@transformshift{1.018512in}{1.151678in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.126715in}{14.902448in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.343121in}{3.124281in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.775933in}{11.842969in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{2.641557in}{17.283126in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{3.507181in}{20.581870in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{4.372805in}{23.086098in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{6.104053in}{8.177952in}%
 \pgfsys@useobject{currentmarker}{}%
 \end{pgfscope}%
@@ -1955,12 +1553,12 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{1.018512in}{2.864955in}}%
-\pgfpathlineto{\pgfqpoint{1.126715in}{2.606810in}}%
-\pgfpathlineto{\pgfqpoint{1.343121in}{2.419833in}}%
-\pgfpathlineto{\pgfqpoint{1.775933in}{2.744275in}}%
-\pgfpathlineto{\pgfqpoint{2.641557in}{2.825386in}}%
-\pgfpathlineto{\pgfqpoint{3.507181in}{2.851826in}}%
-\pgfpathlineto{\pgfqpoint{4.372805in}{2.829505in}}%
-\pgfpathlineto{\pgfqpoint{6.104053in}{2.923504in}}%
+\pgfpathmoveto{\pgfqpoint{1.018512in}{2.499003in}}%
+\pgfpathlineto{\pgfqpoint{1.126715in}{1.806485in}}%
+\pgfpathlineto{\pgfqpoint{1.343121in}{1.467038in}}%
+\pgfpathlineto{\pgfqpoint{1.775933in}{2.136589in}}%
+\pgfpathlineto{\pgfqpoint{2.641557in}{2.371710in}}%
+\pgfpathlineto{\pgfqpoint{3.507181in}{2.455794in}}%
+\pgfpathlineto{\pgfqpoint{4.372805in}{2.384556in}}%
+\pgfpathlineto{\pgfqpoint{6.104053in}{2.704150in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -1986,33 +1584,33 @@
 }%
 \begin{pgfscope}%
-\pgfsys@transformshift{1.018512in}{2.864955in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.126715in}{2.606810in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.343121in}{2.419833in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.775933in}{2.744275in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{2.641557in}{2.825386in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{3.507181in}{2.851826in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{4.372805in}{2.829505in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{6.104053in}{2.923504in}%
+\pgfsys@transformshift{1.018512in}{2.499003in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.126715in}{1.806485in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.343121in}{1.467038in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.775933in}{2.136589in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{2.641557in}{2.371710in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{3.507181in}{2.455794in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{4.372805in}{2.384556in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{6.104053in}{2.704150in}%
 \pgfsys@useobject{currentmarker}{}%
 \end{pgfscope}%
@@ -2027,12 +1625,12 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{1.018512in}{1.545408in}}%
-\pgfpathlineto{\pgfqpoint{1.126715in}{1.666615in}}%
-\pgfpathlineto{\pgfqpoint{1.343121in}{1.639227in}}%
-\pgfpathlineto{\pgfqpoint{1.775933in}{2.237344in}}%
-\pgfpathlineto{\pgfqpoint{2.641557in}{2.553302in}}%
-\pgfpathlineto{\pgfqpoint{3.507181in}{2.607840in}}%
-\pgfpathlineto{\pgfqpoint{4.372805in}{2.583990in}}%
-\pgfpathlineto{\pgfqpoint{6.104053in}{2.636270in}}%
+\pgfpathmoveto{\pgfqpoint{1.018512in}{0.776016in}}%
+\pgfpathlineto{\pgfqpoint{1.126715in}{0.821420in}}%
+\pgfpathlineto{\pgfqpoint{1.343121in}{0.810309in}}%
+\pgfpathlineto{\pgfqpoint{1.775933in}{1.226711in}}%
+\pgfpathlineto{\pgfqpoint{2.641557in}{1.697846in}}%
+\pgfpathlineto{\pgfqpoint{3.507181in}{1.808676in}}%
+\pgfpathlineto{\pgfqpoint{4.372805in}{1.758915in}}%
+\pgfpathlineto{\pgfqpoint{6.104053in}{1.870750in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -2056,33 +1654,33 @@
 }%
 \begin{pgfscope}%
-\pgfsys@transformshift{1.018512in}{1.545408in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.126715in}{1.666615in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.343121in}{1.639227in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.775933in}{2.237344in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{2.641557in}{2.553302in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{3.507181in}{2.607840in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{4.372805in}{2.583990in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{6.104053in}{2.636270in}%
+\pgfsys@transformshift{1.018512in}{0.776016in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.126715in}{0.821420in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.343121in}{0.810309in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.775933in}{1.226711in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{2.641557in}{1.697846in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{3.507181in}{1.808676in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{4.372805in}{1.758915in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{6.104053in}{1.870750in}%
 \pgfsys@useobject{currentmarker}{}%
 \end{pgfscope}%
@@ -2097,12 +1695,12 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{1.018512in}{3.151922in}}%
-\pgfpathlineto{\pgfqpoint{1.126715in}{2.762025in}}%
-\pgfpathlineto{\pgfqpoint{1.343121in}{2.399726in}}%
-\pgfpathlineto{\pgfqpoint{1.775933in}{2.520665in}}%
-\pgfpathlineto{\pgfqpoint{2.641557in}{2.756263in}}%
-\pgfpathlineto{\pgfqpoint{3.507181in}{2.798593in}}%
-\pgfpathlineto{\pgfqpoint{4.372805in}{2.826512in}}%
-\pgfpathlineto{\pgfqpoint{6.104053in}{2.914346in}}%
+\pgfpathmoveto{\pgfqpoint{1.018512in}{3.737284in}}%
+\pgfpathlineto{\pgfqpoint{1.126715in}{2.185248in}}%
+\pgfpathlineto{\pgfqpoint{1.343121in}{1.436674in}}%
+\pgfpathlineto{\pgfqpoint{1.775933in}{1.636372in}}%
+\pgfpathlineto{\pgfqpoint{2.641557in}{2.169288in}}%
+\pgfpathlineto{\pgfqpoint{3.507181in}{2.290352in}}%
+\pgfpathlineto{\pgfqpoint{4.372805in}{2.375214in}}%
+\pgfpathlineto{\pgfqpoint{6.104053in}{2.670673in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -2129,33 +1727,33 @@
 }%
 \begin{pgfscope}%
-\pgfsys@transformshift{1.018512in}{3.151922in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.126715in}{2.762025in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.343121in}{2.399726in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{1.775933in}{2.520665in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{2.641557in}{2.756263in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{3.507181in}{2.798593in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{4.372805in}{2.826512in}%
-\pgfsys@useobject{currentmarker}{}%
-\end{pgfscope}%
-\begin{pgfscope}%
-\pgfsys@transformshift{6.104053in}{2.914346in}%
+\pgfsys@transformshift{1.018512in}{3.737284in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.126715in}{2.185248in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.343121in}{1.436674in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.775933in}{1.636372in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{2.641557in}{2.169288in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{3.507181in}{2.290352in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{4.372805in}{2.375214in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsys@transformshift{6.104053in}{2.670673in}%
 \pgfsys@useobject{currentmarker}{}%
 \end{pgfscope}%
@@ -2222,14 +1820,14 @@
 \pgfsetstrokeopacity{0.800000}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{4.406798in}{0.732256in}}%
-\pgfpathlineto{\pgfqpoint{6.202774in}{0.732256in}}%
-\pgfpathquadraticcurveto{\pgfqpoint{6.247219in}{0.732256in}}{\pgfqpoint{6.247219in}{0.776701in}}%
-\pgfpathlineto{\pgfqpoint{6.247219in}{2.376777in}}%
-\pgfpathquadraticcurveto{\pgfqpoint{6.247219in}{2.421221in}}{\pgfqpoint{6.202774in}{2.421221in}}%
-\pgfpathlineto{\pgfqpoint{4.406798in}{2.421221in}}%
-\pgfpathquadraticcurveto{\pgfqpoint{4.362354in}{2.421221in}}{\pgfqpoint{4.362354in}{2.376777in}}%
-\pgfpathlineto{\pgfqpoint{4.362354in}{0.776701in}}%
-\pgfpathquadraticcurveto{\pgfqpoint{4.362354in}{0.732256in}}{\pgfqpoint{4.406798in}{0.732256in}}%
-\pgfpathlineto{\pgfqpoint{4.406798in}{0.732256in}}%
+\pgfpathmoveto{\pgfqpoint{2.663294in}{2.674882in}}%
+\pgfpathlineto{\pgfqpoint{4.459271in}{2.674882in}}%
+\pgfpathquadraticcurveto{\pgfqpoint{4.503715in}{2.674882in}}{\pgfqpoint{4.503715in}{2.719326in}}%
+\pgfpathlineto{\pgfqpoint{4.503715in}{4.319403in}}%
+\pgfpathquadraticcurveto{\pgfqpoint{4.503715in}{4.363847in}}{\pgfqpoint{4.459271in}{4.363847in}}%
+\pgfpathlineto{\pgfqpoint{2.663294in}{4.363847in}}%
+\pgfpathquadraticcurveto{\pgfqpoint{2.618850in}{4.363847in}}{\pgfqpoint{2.618850in}{4.319403in}}%
+\pgfpathlineto{\pgfqpoint{2.618850in}{2.719326in}}%
+\pgfpathquadraticcurveto{\pgfqpoint{2.618850in}{2.674882in}}{\pgfqpoint{2.663294in}{2.674882in}}%
+\pgfpathlineto{\pgfqpoint{2.663294in}{2.674882in}}%
 \pgfpathclose%
 \pgfusepath{stroke,fill}%
@@ -2242,6 +1840,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{4.673465in}{2.132332in}}%
-\pgfpathlineto{\pgfqpoint{4.673465in}{2.354555in}}%
+\pgfpathmoveto{\pgfqpoint{2.929961in}{4.074958in}}%
+\pgfpathlineto{\pgfqpoint{2.929961in}{4.297180in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -2261,5 +1859,5 @@
 }%
 \begin{pgfscope}%
-\pgfsys@transformshift{4.673465in}{2.132332in}%
+\pgfsys@transformshift{2.929961in}{4.074958in}%
 \pgfsys@useobject{currentmarker}{}%
 \end{pgfscope}%
@@ -2280,5 +1878,5 @@
 }%
 \begin{pgfscope}%
-\pgfsys@transformshift{4.673465in}{2.354555in}%
+\pgfsys@transformshift{2.929961in}{4.297180in}%
 \pgfsys@useobject{currentmarker}{}%
 \end{pgfscope}%
@@ -2291,6 +1889,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{4.451242in}{2.243444in}}%
-\pgfpathlineto{\pgfqpoint{4.895687in}{2.243444in}}%
+\pgfpathmoveto{\pgfqpoint{2.707739in}{4.186069in}}%
+\pgfpathlineto{\pgfqpoint{3.152183in}{4.186069in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -2319,5 +1917,5 @@
 }%
 \begin{pgfscope}%
-\pgfsys@transformshift{4.673465in}{2.243444in}%
+\pgfsys@transformshift{2.929961in}{4.186069in}%
 \pgfsys@useobject{currentmarker}{}%
 \end{pgfscope}%
@@ -2327,5 +1925,5 @@
 \pgfsetstrokecolor{textcolor}%
 \pgfsetfillcolor{textcolor}%
-\pgftext[x=5.073465in,y=2.165666in,left,base]{\color{textcolor}\rmfamily\fontsize{16.000000}{19.200000}\selectfont CFA}%
+\pgftext[x=3.329961in,y=4.108292in,left,base]{\color{textcolor}\rmfamily\fontsize{16.000000}{19.200000}\selectfont CFA}%
 \end{pgfscope}%
 \begin{pgfscope}%
@@ -2336,6 +1934,6 @@
 \pgfsetstrokecolor{currentstroke}%
 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{4.673465in}{1.807873in}}%
-\pgfpathlineto{\pgfqpoint{4.673465in}{2.030095in}}%
+\pgfpathmoveto{\pgfqpoint{2.929961in}{3.750498in}}%
+\pgfpathlineto{\pgfqpoint{2.929961in}{3.972721in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -2355,5 +1953,5 @@
 }%
 \begin{pgfscope}%
-\pgfsys@transformshift{4.673465in}{1.807873in}%
+\pgfsys@transformshift{2.929961in}{3.750498in}%
 \pgfsys@useobject{currentmarker}{}%
 \end{pgfscope}%
@@ -2374,5 +1972,5 @@
 }%
 \begin{pgfscope}%
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+\pgfsys@transformshift{2.929961in}{3.972721in}%
 \pgfsys@useobject{currentmarker}{}%
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@@ -2385,6 +1983,6 @@
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-\pgfpathlineto{\pgfqpoint{4.895687in}{1.918984in}}%
+\pgfpathmoveto{\pgfqpoint{2.707739in}{3.861610in}}%
+\pgfpathlineto{\pgfqpoint{3.152183in}{3.861610in}}%
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 \end{pgfscope}%
@@ -2408,5 +2006,5 @@
 }%
 \begin{pgfscope}%
-\pgfsys@transformshift{4.673465in}{1.918984in}%
+\pgfsys@transformshift{2.929961in}{3.861610in}%
 \pgfsys@useobject{currentmarker}{}%
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@@ -2416,5 +2014,5 @@
 \pgfsetstrokecolor{textcolor}%
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-\pgftext[x=5.073465in,y=1.841206in,left,base]{\color{textcolor}\rmfamily\fontsize{16.000000}{19.200000}\selectfont CAF}%
+\pgftext[x=3.329961in,y=3.783832in,left,base]{\color{textcolor}\rmfamily\fontsize{16.000000}{19.200000}\selectfont CAF}%
 \end{pgfscope}%
 \begin{pgfscope}%
@@ -2425,6 +2023,6 @@
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-\pgfpathmoveto{\pgfqpoint{4.673465in}{1.483413in}}%
-\pgfpathlineto{\pgfqpoint{4.673465in}{1.705635in}}%
+\pgfpathmoveto{\pgfqpoint{2.929961in}{3.426039in}}%
+\pgfpathlineto{\pgfqpoint{2.929961in}{3.648261in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -2444,5 +2042,5 @@
 }%
 \begin{pgfscope}%
-\pgfsys@transformshift{4.673465in}{1.483413in}%
+\pgfsys@transformshift{2.929961in}{3.426039in}%
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 \end{pgfscope}%
@@ -2463,5 +2061,5 @@
 }%
 \begin{pgfscope}%
-\pgfsys@transformshift{4.673465in}{1.705635in}%
+\pgfsys@transformshift{2.929961in}{3.648261in}%
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@@ -2474,6 +2072,6 @@
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-\pgfpathmoveto{\pgfqpoint{4.451242in}{1.594524in}}%
-\pgfpathlineto{\pgfqpoint{4.895687in}{1.594524in}}%
+\pgfpathmoveto{\pgfqpoint{2.707739in}{3.537150in}}%
+\pgfpathlineto{\pgfqpoint{3.152183in}{3.537150in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -2497,5 +2095,5 @@
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 \begin{pgfscope}%
-\pgfsys@transformshift{4.673465in}{1.594524in}%
+\pgfsys@transformshift{2.929961in}{3.537150in}%
 \pgfsys@useobject{currentmarker}{}%
 \end{pgfscope}%
@@ -2505,5 +2103,5 @@
 \pgfsetstrokecolor{textcolor}%
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-\pgftext[x=5.073465in,y=1.516746in,left,base]{\color{textcolor}\rmfamily\fontsize{16.000000}{19.200000}\selectfont Akka}%
+\pgftext[x=3.329961in,y=3.459372in,left,base]{\color{textcolor}\rmfamily\fontsize{16.000000}{19.200000}\selectfont Akka}%
 \end{pgfscope}%
 \begin{pgfscope}%
@@ -2514,6 +2112,6 @@
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-\pgfpathlineto{\pgfqpoint{4.673465in}{1.381176in}}%
+\pgfpathmoveto{\pgfqpoint{2.929961in}{3.101579in}}%
+\pgfpathlineto{\pgfqpoint{2.929961in}{3.323801in}}%
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 \end{pgfscope}%
@@ -2533,5 +2131,5 @@
 }%
 \begin{pgfscope}%
-\pgfsys@transformshift{4.673465in}{1.158953in}%
+\pgfsys@transformshift{2.929961in}{3.101579in}%
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@@ -2552,5 +2150,5 @@
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 \begin{pgfscope}%
-\pgfsys@transformshift{4.673465in}{1.381176in}%
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 \pgfsys@useobject{currentmarker}{}%
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@@ -2563,6 +2161,6 @@
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-\pgfpathlineto{\pgfqpoint{4.895687in}{1.270064in}}%
+\pgfpathmoveto{\pgfqpoint{2.707739in}{3.212690in}}%
+\pgfpathlineto{\pgfqpoint{3.152183in}{3.212690in}}%
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@@ -2584,5 +2182,5 @@
 }%
 \begin{pgfscope}%
-\pgfsys@transformshift{4.673465in}{1.270064in}%
+\pgfsys@transformshift{2.929961in}{3.212690in}%
 \pgfsys@useobject{currentmarker}{}%
 \end{pgfscope}%
@@ -2592,5 +2190,5 @@
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-\pgftext[x=5.073465in,y=1.192287in,left,base]{\color{textcolor}\rmfamily\fontsize{16.000000}{19.200000}\selectfont uC++}%
+\pgftext[x=3.329961in,y=3.134912in,left,base]{\color{textcolor}\rmfamily\fontsize{16.000000}{19.200000}\selectfont uC++}%
 \end{pgfscope}%
 \begin{pgfscope}%
@@ -2601,6 +2199,6 @@
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-\pgfpathmoveto{\pgfqpoint{4.673465in}{0.834494in}}%
-\pgfpathlineto{\pgfqpoint{4.673465in}{1.056716in}}%
+\pgfpathmoveto{\pgfqpoint{2.929961in}{2.777119in}}%
+\pgfpathlineto{\pgfqpoint{2.929961in}{2.999342in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -2620,5 +2218,5 @@
 }%
 \begin{pgfscope}%
-\pgfsys@transformshift{4.673465in}{0.834494in}%
+\pgfsys@transformshift{2.929961in}{2.777119in}%
 \pgfsys@useobject{currentmarker}{}%
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@@ -2639,5 +2237,5 @@
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 \begin{pgfscope}%
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+\pgfsys@transformshift{2.929961in}{2.999342in}%
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 \end{pgfscope}%
@@ -2650,6 +2248,6 @@
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-\pgfpathlineto{\pgfqpoint{4.895687in}{0.945605in}}%
+\pgfpathmoveto{\pgfqpoint{2.707739in}{2.888230in}}%
+\pgfpathlineto{\pgfqpoint{3.152183in}{2.888230in}}%
 \pgfusepath{stroke}%
 \end{pgfscope}%
@@ -2674,5 +2272,5 @@
 }%
 \begin{pgfscope}%
-\pgfsys@transformshift{4.673465in}{0.945605in}%
+\pgfsys@transformshift{2.929961in}{2.888230in}%
 \pgfsys@useobject{currentmarker}{}%
 \end{pgfscope}%
@@ -2682,5 +2280,5 @@
 \pgfsetstrokecolor{textcolor}%
 \pgfsetfillcolor{textcolor}%
-\pgftext[x=5.073465in,y=0.867827in,left,base]{\color{textcolor}\rmfamily\fontsize{16.000000}{19.200000}\selectfont ProtoActor}%
+\pgftext[x=3.329961in,y=2.810453in,left,base]{\color{textcolor}\rmfamily\fontsize{16.000000}{19.200000}\selectfont ProtoActor}%
 \end{pgfscope}%
 \end{pgfpicture}%
Index: doc/theses/colby_parsons_MMAth/figures/pykeRepeat.pgf
===================================================================
--- doc/theses/colby_parsons_MMAth/figures/pykeRepeat.pgf	(revision 60a91645c3269e9d866e778c7c0e98249e2756be)
+++ doc/theses/colby_parsons_MMAth/figures/pykeRepeat.pgf	(revision 4acf56d3fa83b10d01e66cbc2fc9091646a8fa3a)
@@ -55,9 +55,9 @@
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 \pgfsetdash{}{0pt}%
-\pgfpathmoveto{\pgfqpoint{0.874304in}{0.621145in}}%
+\pgfpathmoveto{\pgfqpoint{0.764235in}{0.621145in}}%
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 \pgfpathlineto{\pgfqpoint{6.358330in}{4.474958in}}%
-\pgfpathlineto{\pgfqpoint{0.874304in}{4.474958in}}%
-\pgfpathlineto{\pgfqpoint{0.874304in}{0.621145in}}%
+\pgfpathlineto{\pgfqpoint{0.764235in}{4.474958in}}%
+\pgfpathlineto{\pgfqpoint{0.764235in}{0.621145in}}%
 \pgfpathclose%
 \pgfusepath{fill}%
@@ -78,5 +78,5 @@
 }%
 \begin{pgfscope}%
-\pgfsys@transformshift{1.123578in}{0.621145in}%
+\pgfsys@transformshift{1.018512in}{0.621145in}%
 \pgfsys@useobject{currentmarker}{}%
 \end{pgfscope}%
@@ -86,5 +86,5 @@
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 \end{pgfscope}%
 \begin{pgfscope}%
@@ -103,5 +103,5 @@
 }%
 \begin{pgfscope}%
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@@ -111,5 +111,5 @@
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+\pgftext[x=1.126715in,y=0.523923in,,top]{\color{textcolor}\rmfamily\fontsize{16.000000}{19.200000}\selectfont \(\displaystyle {2}\)}%
 \end{pgfscope}%
 \begin{pgfscope}%
@@ -128,5 +128,5 @@
 }%
 \begin{pgfscope}%
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+\pgfsys@transformshift{1.343121in}{0.621145in}%
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@@ -136,5 +136,5 @@
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-\pgftext[x=1.441800in,y=0.523923in,,top]{\color{textcolor}\rmfamily\fontsize{16.000000}{19.200000}\selectfont \(\displaystyle {4}\)}%
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 \end{pgfscope}%
 \begin{pgfscope}%
@@ -153,5 +153,5 @@
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 \begin{pgfscope}%
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 \end{pgfscope}%
@@ -161,5 +161,5 @@
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-\pgftext[x=1.866096in,y=0.523923in,,top]{\color{textcolor}\rmfamily\fontsize{16.000000}{19.200000}\selectfont \(\displaystyle {8}\)}%
+\pgftext[x=1.775933in,y=0.523923in,,top]{\color{textcolor}\rmfamily\fontsize{16.000000}{19.200000}\selectfont \(\displaystyle {8}\)}%
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 \begin{pgfscope}%
@@ -178,5 +178,5 @@
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 \begin{pgfscope}%
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@@ -236,5 +236,5 @@
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-\pgftext[x=3.616317in,y=0.255019in,,top]{\color{textcolor}\rmfamily\fontsize{16.000000}{19.200000}\selectfont Cores}%
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 \end{pgfscope}%
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@@ -284,5 +284,5 @@
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+\pgfsys@transformshift{0.764235in}{1.360766in}%
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 \begin{pgfscope}%
@@ -309,5 +309,5 @@
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 \begin{pgfscope}%
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+\pgfsys@transformshift{0.764235in}{2.139314in}%
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@@ -317,5 +317,5 @@
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 \begin{pgfscope}%
@@ -334,5 +334,5 @@
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@@ -374,454 +374,23 @@
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Index: doc/theses/colby_parsons_MMAth/text/actors.tex
===================================================================
--- doc/theses/colby_parsons_MMAth/text/actors.tex	(revision 60a91645c3269e9d866e778c7c0e98249e2756be)
+++ doc/theses/colby_parsons_MMAth/text/actors.tex	(revision 4acf56d3fa83b10d01e66cbc2fc9091646a8fa3a)
@@ -1207,10 +1207,9 @@
 The results are spread out more, and there is a difference between AMD and Intel.
 Again, CAF is significantly slower than the other actor systems.
-On the AMD there is a tight grouping of uC++, ProroActor, and Akka;
-on the Intel, uC++, ProroActor, and Akka are spread out.
+To keep the graphs readable, the y-axis was cut at 100 seconds; as the core count increases from 8-32, CAF ranges around 200 seconds on AMD and between 300-1000 seconds on the Intel.
+On the AMD there is a tight grouping of uC++, ProtoActor, and Akka;
+on the Intel, uC++, ProtoActor, and Akka are spread out.
 Finally, \CFA runs consistently on both of the AMD and Intel, and is faster than \uC on the AMD, but slightly slower on the Intel.
-This benchmark is a pathological case for work stealing actor systems, as the majority of work is being performed by the single actor conducting the scatter/gather.
-The impact of work stealing on this benchmark is discussed further in Section~\ref{s:steal_perf}.
-Here, gains from using the copy queue are much less apparent, due to the costs of stealing.
+Here, gains from using the copy queue are much less apparent.
 
 \begin{figure}
@@ -1364,28 +1363,23 @@
 
 Figures~\ref{f:cfaRepeatAMD} and~\ref{f:cfaRepeatIntel} show the effects of the stealing heuristics for the repeat benchmark.
-As mentioned, the repeat benchmark is a pathological case for work stealing systems since there is one actor with the majority of the work, and not enough other work to go around.
-The worst-case scenario is if the actor doing the majority of work or its mail queue is stolen by the work stealing system, as this incurs a huge cost to move the work and refill the local cache.
+This benchmark is a pathological case for work stealing actor systems, as the majority of work is being performed by the single actor conducting the scatter/gather.
+The single actor (the client) of this experiment is long running and maintains a lot of state, as it needs to know the handles of all the servers.
+When stealing the client or its respective queue (in \CFA's inverted model), moving the client incurs a high cost due to cache invalidation.
 This worst-case steal is likely to happen since there is little other work in the system between scatter/gather rounds.
 However, all heuristics are comparable in performance on the repeat benchmark.
-This result is surprising especially for the No-Stealing variant, which should have better performance than the stealing variants.
-It is likely the No-Stealing variant is impacted by other design decisions in the \CFA actor system related to work stealing.
+This result is surprising especially for the No-Stealing variant, which one would expect to have better performance than the stealing variants.
+This is not the case, since the stealing happens lazily and fails fast, the queue containing the long-running client actor is rarely stolen.
 
 Work stealing performance can be further analyzed by reexamining the executor and repeat benchmarks in Figures~\ref{f:ExecutorBenchmark} and \ref{f:RepeatBenchmark}, respectively.
-In both, benchmarks CAF performs poorly.
+In both benchmarks, CAF performs poorly.
 It is hypothesized that CAF has an aggressive work stealing algorithm that eagerly attempts to steal.
 This results in the poor performance with small messages containing little work per message in both of these benchmarks.
 In comparison with the other systems, \uC does well on both benchmarks since it does not have work stealing.
 
-\PAB{In particular, on the Intel machine in Figure~\ref{f:RepeatIntel}, the cost of stealing is significantly higher, which can be seen in the vertical shift of Akka, CAF and \CFA compared to the AMD results in Figure~\ref{f:RepeatAMD} (\uC and ProtoActor do not have work stealing).
-The shift for CAF is particularly large, which supports the hypothesis that CAF's work stealing is particularly eager.
-The client of this experiment is long running and maintains a lot of state, as it needs to know the handles of all the servers.
-When stealing the client or its respective queue (in \CFA's inverted model), moving the client incurs a high cost due to cache invalidation.
-As such stealing the client can result in a hit in performance.}
-
 Finally, Figures~\ref{f:cfaMatrixAMD} and~\ref{f:cfaMatrixIntel} show the effects of the stealing heuristics for the matrix-multiply benchmark.
 Here, there is negligible performance difference across stealing heuristics, likely due to the long running workload of each message.
 
 Stealing can still improve performance marginally in the matrix-multiply benchmark.
-In \ref{f:MatrixAMD} CAF performs much better; few messages are sent, so the eager work stealing allows for the clean up of loose ends to occur faster.
+In \ref{f:MatrixAMD} CAF performs better; few messages are sent, so the eager work stealing allows for the clean up of loose ends to occur faster.
 This hypothesis stems from experimentation with \CFA.
 CAF uses a randomized work stealing heuristic.
