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Update performance plot with latest experimental results
The Adiar timings have been updated to v2.0-beta.3 (including levelized random access). Furthermore, the timings for CAL have been added; we only have data up until N = 15, but we show a 'best-case' extrapolation to N = 16 and 17. In reality, we probably beat CAL much more due to the speed of swap memory.
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*.aux | ||
*.log | ||
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\documentclass[tikz, border=1mm]{standalone} | ||
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\tikzstyle{plot_adiar} =[color=cyan, opacity=0.8, mark=o, mark size=0.5pt, line width=0.9pt] | ||
\tikzstyle{plot_buddy} =[color=orange, opacity=0.7, mark=triangle, mark size=0.4pt, line width=0.7pt] | ||
\tikzstyle{plot_cal} =[color=purple, opacity=0.7, mark=+, mark size=0.9pt, line width=0.9pt] | ||
\tikzstyle{plot_cudd} =[color=orange, opacity=0.7, mark=diamond, mark size=0.4pt, line width=0.7pt] | ||
\tikzstyle{plot_sylvan}=[color=orange, opacity=0.7, mark=square, mark size=0.4pt, line width=0.7pt] | ||
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% graphics | ||
\usepackage{color} | ||
\usepackage{tikz} | ||
\usetikzlibrary{positioning} | ||
\usetikzlibrary{shapes} | ||
\usetikzlibrary{patterns} | ||
\usetikzlibrary{arrows} | ||
\tikzset{every picture/.style={>=stealth'}} | ||
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\usepackage{graphicx} | ||
\usepackage{pgfplots} | ||
\pgfplotsset{compat=1.16} | ||
\usepgfplotslibrary{fillbetween} | ||
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\begin{document} | ||
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\begin{tikzpicture} | ||
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\begin{axis}[% | ||
width=0.6\linewidth, | ||
height=0.322\linewidth, | ||
every tick label/.append style={font=\tiny}, | ||
% x-axis | ||
xlabel={\footnotesize N}, | ||
xmajorgrids=false, | ||
xtick={7,...,17}, | ||
% y-axis | ||
ylabel={\footnotesize s}, | ||
ytick distance={10}, | ||
ymode=log, | ||
yminorgrids=false, | ||
ymajorgrids=false, | ||
grid style={dashed,black!5}, | ||
% legend | ||
legend style={at={(1,1.001)}, anchor=north west}, | ||
] | ||
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\begin{scope}[blend mode=soft light] | ||
% depth-first implementations | ||
\addplot+ [style=plot_buddy, forget plot] coordinates { | ||
(7, 0.009) | ||
(8, 0.020) | ||
(9, 0.052) | ||
(10, 0.186) | ||
(11, 0.821) | ||
(12, 4.117) | ||
(13, 23.255) | ||
(14, 142.423) | ||
}; | ||
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\addplot+ [style=plot_cudd, forget plot] coordinates { | ||
(7, 0.002) | ||
(8, 0.009) | ||
(9, 0.040) | ||
(10, 0.526) | ||
(11, 1.593) | ||
(12, 8.967) | ||
(13, 52.881) | ||
(14, 316.093) | ||
(15, 2687.585) | ||
}; | ||
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\addplot+ [style=plot_sylvan, forget plot] coordinates { | ||
(7, 0.012) | ||
(8, 0.021) | ||
(9, 0.048) | ||
(10, 0.155) | ||
(11, 0.868) | ||
(12, 5.321) | ||
(13, 33.840) | ||
(14, 219.785) | ||
(15, 1508.866) | ||
}; | ||
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% breadth-first implementations | ||
\addplot+ [style=plot_cal, forget plot] coordinates { | ||
(7, 0.005) | ||
(8, 0.014) | ||
(9, 0.049) | ||
(10, 0.231) | ||
(11, 1.592) | ||
(12, 10.696) | ||
(13, 86.135) | ||
(14, 685.696) | ||
(15, 5580.124) | ||
}; | ||
\addplot+ [style=plot_cal, dashed, forget plot] coordinates { | ||
% Projection, assuming CAL does not slow down due to swap memory. | ||
(15, 5580.124) | ||
(16, 45198) | ||
(17, 366103.8) | ||
}; | ||
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% time-forward processing, i.e. Adiar | ||
\addplot+ [style=plot_adiar, forget plot] coordinates { | ||
(7, 0.141) | ||
(8, 0.174) | ||
(9, 0.333) | ||
(10, 0.871) | ||
(11, 2.828) | ||
(12, 12.530) | ||
(13, 70.100) | ||
(14, 434.766) | ||
(15, 2829.750) | ||
(16, 19400.135) | ||
(17, 173650.677) | ||
}; | ||
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% legend | ||
\addlegendimage{plot_adiar}; | ||
\addlegendentry{Adiar}; | ||
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\addlegendimage{plot_buddy}; | ||
\addlegendentry{BuDDy}; | ||
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\addlegendimage{plot_cal}; | ||
\addlegendentry{CAL}; | ||
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\addlegendimage{plot_cudd}; | ||
\addlegendentry{CUDD}; | ||
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\addlegendimage{plot_sylvan}; | ||
\addlegendentry{Sylvan}; | ||
\end{scope} | ||
\end{axis} | ||
\end{tikzpicture} | ||
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\end{document} |