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Frontend: progress

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Théophile Bastian 2024-11-24 18:56:01 +01:00
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64
slides/30_frontend/main.tex
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@ -14,6 +14,7 @@
\begin{frame}
\centering
\includegraphics[width=0.9\textwidth]{A72_pipeline_diagram.svg}
\todo{Dispatch queues}
\end{frame}
\begin{frame}{Manual model}
@ -25,6 +26,29 @@
\end{itemize}
\end{frame}
\begin{frame}{Proposed parametric model}
\vfill
\centering
\begin{minipage}[t][0.7\textheight][c]{0.53\textwidth}
\centering
Globally,
\vfill
\includegraphics[width=\textwidth]{parametric_model-frontend.svg}
\vfill~ % I hate LaTeX
\end{minipage}
\hfill\vrule\hfill
\begin{minipage}[t][0.7\textheight][c]{0.43\textwidth}
\centering
For each instruction,
\vfill
\includegraphics[width=\textwidth]{parametric_model-insn.svg}
\vfill~
\end{minipage}
\vfill
In {\color{red}\textbf{red}}, parameters of the model.
\end{frame}
\begin{frame}{Counting \uops{}}
For an instruction $i$, denote \alert{$\mucount{i}$} its number of \uops{}.
\begin{itemize}
@ -47,5 +71,43 @@
\]}
\end{itemize}
\end{frame}
\begin{frame}{Evaluation: comparison to bare \palmed}
\begin{itemize}
\item Add a frontend to \palmed{}:
\[
\cyc{\kerK}_{\text{pred.}} = \max(\texttt{palmed}(\kerK), \texttt{frontend}(\kerK))
\]
\item Reuse evaluation suite of \palmed{}: SPEC CPU 2017 + Polybench
\item Compare to \llvmmca{}
\end{itemize}
\end{frame}
\begin{frame}{Results}
\centering
\begin{tabular}{l l c r r r r r}
\toprule
& & & \multirow{2}{*}{\llvmmca{}} & \multicolumn{3}{c}{\palmed{} with
frontend\ldots} \\
& & & & none & linear & disp.\ queues \\
\midrule{}
\multirow{3}{*}{SPEC} & Cov. & (\%) & 100.00 & \na{} & 97.21 & 97.16 \\
& Err. & (\%) & 9.0 & 20.1 & 6.2 & 4.6 \\
& $\ktau$ & (1)& 0.83 & 0.88 & 0.91 & 0.93 \\
\midrule
\multirow{3}{*}{Polybench} & Cov. & (\%) & 100.00& \na{} & 99.33 & 99.33 \\
& Err. & (\%) & 13.9 & 12.6 & 8.1 & 8.0 \\
& $\ktau$ & (1)& 0.47 & 0.82 & 0.88 & 0.90 \\
\bottomrule
\end{tabular}
\end{frame}
\begin{frame}{Limitations}
\begin{itemize}
\item Parts of this model were entirely manually solved (\eg{} \# of
dispatch queues)
\item Evaluation based on \palmed{} suite: biased
\item Must be tested on other architectures!
\end{itemize}
\end{frame}

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slides/assets/imgs/30_frontend/parametric_model-frontend.svg Normal file
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3
slides/include/macros.tex
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@ -75,6 +75,9 @@
\newcommand{\cov}{\operatorname{cov}}
\newcommand{\ktau}{\tau_K}
\newcommand{\na}{{\color{gray}N/A}}
% Hyperlinks
\newcommand{\pymodule}[1]{\href{https://docs.python.org/3/library/#1.html}{\lstpython{#1}}}

1
slides/include/packages.tex
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@ -10,6 +10,7 @@
\usepackage{array}
\usepackage{listings}
\usepackage{colortbl}
\usepackage{multirow}
\usepackage{hyperref}
\usepackage{enumerate}
\usepackage{import}