184 lines
8 KiB
TeX
184 lines
8 KiB
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~
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%%% Taken directly from Palmed paper
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\begin{figure}
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\begin{subfigure}[c]{\linewidth}
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\centering
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\begin{figleftlabel}{}
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\begin{minipage}[c]{0.03\linewidth}~\end{minipage}\figspaceleft{}
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\figcollegend{uops.info}
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\figcollegend{IACA}
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\end{figleftlabel}
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\begin{figleftlabel}{SKL-SP}
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\figfiverow{SPEC 17}{spec-W-skx}
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\figspacerow
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\figfiverow{Polybench}{polybench-W-skx}
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\figspacerow{}
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\begin{figleftlabel}{ZEN1}
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\figthreerow{SPEC 17}{spec-W-zen}
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\figspacerow
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\figthreerowlegend{Polybench}{polybench-W-zen}
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\end{figleftlabel}
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\caption{IPC prediction profile heatmaps~--~predictions closer to the
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red line are more accurate. Predicted IPC ratio (Y) against native
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IPC (X)}
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\label{fig:realcpu_heatmap}
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\end{subfigure}
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\vspace{1em}
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\begin{subtable}[c]{\linewidth}
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{
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\centering
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\caption{Translation block coverage (Cov.), root-mean-square error on
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IPC predictions (Err.) and Kendall's tau correlation coefficient
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($\tau_K$) compared to native execution}
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\footnotesize
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%
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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% Table generated automatically using palmed's `tools/gen_results_table.py`
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% on 2021-08-27 17:22:33.207721
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% by tobast@patate
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\label{tab:realcpu_results}\begin{tabular}{c c | C E K | C E K | C E K | C E K | C E K}
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\toprule
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& & \multicolumn{3}{c}{\palmed} & \multicolumn{3}{c}{\uopsinfo} & \multicolumn{3}{c}{\pmevo} & \multicolumn{3}{c}{\iaca} & \multicolumn{3}{c}{\llvmmca}\\
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& & \tabcoverage & \taberror & \tabkendall & \tabcoverage & \taberror & \tabkendall & \tabcoverage & \taberror & \tabkendall & \tabcoverage & \taberror & \tabkendall & \tabcoverage & \taberror & \tabkendall\\
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& Unit & \tabcoverageunit & \taberrorunit & \tabkendallunit & \tabcoverageunit & \taberrorunit & \tabkendallunit & \tabcoverageunit & \taberrorunit & \tabkendallunit & \tabcoverageunit & \taberrorunit & \tabkendallunit & \tabcoverageunit & \taberrorunit & \tabkendallunit\\
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\midrule
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% Generated from /home/tobast/src/palmed/results/data/scw-skx.2021-08-26.benchs.spec17
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\multirow{2}{*}{\textbf{SKL-SP}} & \textbf{SPEC2017} & \na & 7.8 & 0.90 & 99.9 & 40.3 & 0.71 & 71.3 & 28.1 & 0.47 & 100.0 & 8.7 & 0.80 & 96.8 & 20.1 & 0.73\\
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% Generated from /home/tobast/src/palmed/results/data/scw-skx.2021-08-26.benchs.polybench
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& \textbf{Polybench} & \na & 24.4 & 0.78 & 100.0 & 68.1 & 0.29 & 66.8 & 46.7 & 0.14 & 100.0 & 15.1 & 0.67 & 99.5 & 15.3 & 0.65\\
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% Generated from /home/tobast/src/palmed/results/data/scw-zen.2021-08-24.benchs.spec17
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\multirow{2}{*}{\textbf{ZEN1}} & \textbf{SPEC2017} & \na & 29.9 & 0.68 & \na & \na & \na & 71.3 & 36.5 & 0.43 & \na & \na & \na & 96.8 & 33.4 & 0.75\\
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% Generated from /home/tobast/src/palmed/results/data/scw-zen.2021-08-24.benchs.polybench
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& \textbf{Polybench} & \na & 32.6 & 0.46 & \na & \na & \na & 66.8 & 38.5 & 0.11 & \na & \na & \na & 99.5 & 28.6 & 0.40\\
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\bottomrule
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\end{tabular}
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% End automatically generated table
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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}
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\end{subtable}
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\caption{Accuracy of IPC predictions compared to native execution of
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\palmed{} versus uops.info, PMEvo, IACA and llvm-mca on SPEC CPU2017 and
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PolyBench/C 4.2}\label{fig:palmed_results}
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\end{figure}
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