From 3312881a53345e7568caccd5a62a343713849fff Mon Sep 17 00:00:00 2001 From: Ulysse Camille Date: Sat, 20 Jun 2026 14:39:26 +0200 Subject: [PATCH 1/2] new_slides --- docs/slides_structure.tex | 109 ++++++++++++++++++++++++++++---------- 1 file changed, 81 insertions(+), 28 deletions(-) diff --git a/docs/slides_structure.tex b/docs/slides_structure.tex index f1519ac..efbdb61 100644 --- a/docs/slides_structure.tex +++ b/docs/slides_structure.tex @@ -84,14 +84,12 @@ \texttt{+ - * \& | \textasciicircum{} << >> \textasciitilde} \item \textbf{Pas} de \texttt{if} / boucle / appel / division $\Rightarrow$ un \textbf{seul bloc de base} de O0 à O3. - \item Filtre \emph{non-trivial} : $\geq\!1$ param \textbf{et} $\geq\!1$ - opérateur (sinon repli en constante : rien à apprendre). \end{itemize} \end{column} \begin{column}{0.46\textwidth} \textbf{Rôle \& limite} \begin{itemize} - \item Volume et diversité contrôlés, sans headers ni dépendances. + \item Volume et diversité contrôlés. \item Chaque fonction $\rightarrow$ 4 formes asm (O0…O3) garanties single-BB. \item \emph{Peu représentatif du vrai code} $\rightarrow$ piste : corpus réel (AnghaBench). @@ -128,37 +126,92 @@ \end{column} \begin{column}{0.42\textwidth} \centering -\textbf{Graphe de flot de données}\\[2mm] +\textbf{Graphe de flot de données (\texttt{-O0})}\\[2mm] \begin{tikzpicture}[ n/.style={draw, rounded corners, fill=cBox, font=\ttfamily\scriptsize, - minimum width=20mm, minimum height=5.5mm}, - e/.style={-{Stealth[length=2mm]}, thick, cReg}, - xe/.style={-{Stealth[length=2mm]}, thick, cMem, densely dashed}, - inp/.style={draw, circle, fill=cMem!15, draw=cMem, font=\ttfamily\scriptsize, - minimum size=6.5mm}] - \node[n] (i0) {lea eax}; - \node[n, below=7.5mm of i0] (i1) {add eax,5}; - \node[n, below=7.5mm of i1] (i2) {imul eax}; - \node[n, below=7.5mm of i2] (i3) {add eax,7}; - \draw[e] (i0) -- node[right, font=\tiny]{REG} (i1); - \draw[e] (i1) -- node[right, font=\tiny]{REG} (i2); - \draw[e] (i2) -- node[right, font=\tiny]{REG} (i3); - \node[inp, left=12mm of i1] (x) {x}; - \draw[xe] (x) to[bend left=15] (i0.west); - \draw[xe] (x) to[bend right=15] (i2.west); -\end{tikzpicture}\\[1mm] -\scriptsize Nœuds = instructions ($+\,$7 traits struct.) ; arêtes typées + minimum width=21mm, minimum height=5mm}, + re/.style={-{Stealth[length=2mm]}, thick, cReg}, + me/.style={-{Stealth[length=2mm]}, thick, cMem, densely dashed}] + \node[n] (n0) {n0 mov [rsp-4]}; + \node[n, below=6.5mm of n0] (n1) {n1 imul eax,3}; + \node[n, below=6.5mm of n1] (n2) {n2 imul eax}; + \node[n, right=12mm of n1] (n3) {n3 imul ecx,5}; + \node[n, below=6.5mm of n2] (n4) {n4 add eax,ecx}; + \node[n, below=6.5mm of n4] (n5) {n5 add eax,7}; + % MEM : le spill [rsp-4] (écrit par n0) relu par n1, n2, n3 + \draw[me] (n0) -- node[left, font=\tiny]{MEM} (n1); + \draw[me] (n0.south) to[bend left=12] (n2.north east); + \draw[me] (n0.east) to[bend left=20] node[above, font=\tiny]{MEM} (n3.north); + % REG : chaîne sur eax / ecx + \draw[re] (n1) -- node[right, font=\tiny]{REG} (n2); + \draw[re] (n2) -- node[left, font=\tiny]{REG} (n4); + \draw[re] (n3.south) to[bend left=15] node[right, font=\tiny]{REG} (n4.east); + \draw[re] (n4) -- node[right, font=\tiny]{REG} (n5); +\end{tikzpicture} +\end{column} +\end{columns} +\vspace{6mm} +{\scriptsize +Nœuds $=$ instructions ($+\,$7 traits struct.) ; arêtes typées \textcolor{cReg}{REG}\,/\,\textcolor{cMem}{MEM}\,/\,\textcolor{cFlag}{FLAG} (def$\rightarrow$use). -\textcolor{cMem}{\texttt{x}} (\texttt{rdi}) lue \textbf{2 fois} ; absence d'arête $=$ indépendance -$\Rightarrow$ parallélisme (SLP/AVX). +Le spill \texttt{[rsp-4]} (\textcolor{cMem}{MEM}, écrit par n0) est \textbf{relu 3 fois} ; +n3 sans arête \textcolor{cReg}{REG} entrante $=$ indépendant.} +\end{frame} + +% --------------------------------------------------------------- +\begin{frame}{Étape 3 — Le masquage du graphe} +\footnotesize +\begin{columns}[T] +\begin{column}{0.50\textwidth} +\textbf{Principe} +\begin{itemize}\setlength{\itemsep}{2pt} + \item On cache une \textbf{partie du graphe} : on choisit + \textbf{$\sim$15\,\% des nœuds} (choix \emph{empirique}). + \item Pour chaque nœud masqué, son contenu est + remplacé par un \textbf{jeton de masque appris}. + \item \textbf{Les arêtes ne sont pas touchées} : la structure + \textcolor{cReg}{REG}\,/\,\textcolor{cMem}{MEM}\,/\,\textcolor{cFlag}{FLAG} + reste visible $\Rightarrow$ le nœud « sait » où est le trou. +\end{itemize} +\vspace{1.5mm} +\textbf{Pourquoi des nœuds (et pas des arêtes)} +\begin{itemize}\setlength{\itemsep}{2pt} + \item Les arêtes se \emph{redéduisent} mécaniquement des nœuds. + \item Forcé de retrouver un nœud depuis ses seules dépendances, + l'encodeur doit \textbf{apprendre la structure} du programme. +\end{itemize} +\end{column} +\begin{column}{0.46\textwidth} +\centering +\textbf{$\sim$15\,\% des nœuds $\rightarrow$ jeton}\\[2mm] +\begin{tikzpicture}[ + n/.style={draw, rounded corners, fill=cBox, font=\ttfamily\scriptsize, + minimum width=20mm, minimum height=5mm}, + mk/.style={draw, rounded corners, fill=cFlag!12, draw=cFlag, dashed, + font=\ttfamily\scriptsize, minimum width=20mm, minimum height=5mm}, + re/.style={-{Stealth[length=2mm]}, thick, cReg}, + me/.style={-{Stealth[length=2mm]}, thick, cMem, densely dashed}] + \node[n] (n0) {n0 mov [rsp-4]}; + \node[n, below=6.5mm of n0] (n1) {n1 imul eax,3}; + \node[mk, below=6.5mm of n1] (n2) {\textbf{?? (masqué)}}; + \node[n, right=12mm of n1] (n3) {n3 imul ecx,5}; + \node[n, below=6.5mm of n2] (n4) {n4 add eax,ecx}; + \node[n, below=6.5mm of n4] (n5) {n5 add eax,7}; + \draw[me] (n0) -- node[left, font=\tiny]{MEM} (n1); + \draw[me] (n0.west) to[bend right=55] node[left, font=\tiny]{MEM} (n2.west); + \draw[me] (n0.east) to[bend left=20] node[above, font=\tiny]{MEM} (n3.north); + \draw[re] (n1) -- node[right, font=\tiny]{REG} (n2); + \draw[re] (n2) -- node[left, font=\tiny]{REG} (n4); + \draw[re] (n3.south) to[bend left=15] (n4.east); + \draw[re] (n4) -- node[right, font=\tiny]{REG} (n5); +\end{tikzpicture}\\[2mm] +{\scriptsize Le contenu de n2 disparaît, \textbf{ses arêtes restent}.} \end{column} \end{columns} -\vspace{0.5mm} -{\scriptsize\emph{Single-BB} = bloc en ligne droite (aucun saut) $\Rightarrow$ le flot de données suffit — scope v1.} \end{frame} % --------------------------------------------------------------- -\begin{frame}{Étape 3 — Encodeur GNN factorisé} +\begin{frame}{Étape 4 — Encodeur GNN factorisé} \centering \begin{tikzpicture}[ box/.style={draw, rounded corners, fill=cBox, align=center, @@ -187,7 +240,7 @@ \end{frame} % --------------------------------------------------------------- -\begin{frame}{Étape 4 — Phase 1 : EB-JEPA par masquage (encodeur)} +\begin{frame}{Étape 5 — Phase 1 : EB-JEPA par masquage (encodeur)} \centering \resizebox{0.98\textwidth}{!}{% \begin{tikzpicture}[ @@ -234,7 +287,7 @@ \end{frame} % --------------------------------------------------------------- -\begin{frame}{Étape 5 — Phase 2 : prédicteur (modèle du monde)} +\begin{frame}{Étape 6 — Phase 2 : prédicteur (modèle du monde)} \centering \resizebox{0.98\textwidth}{!}{% \begin{tikzpicture}[ From bb8850f1b06134c613395790c7d1b50754db8422 Mon Sep 17 00:00:00 2001 From: armand Date: Sat, 20 Jun 2026 15:33:28 +0200 Subject: [PATCH 2/2] =?UTF-8?q?docs(slides):=20rework=20slide=201=20?= =?UTF-8?q?=E2=80=94=202-row=20pipeline=20(Assembleur=E2=86=92Embedder?= 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b/docs/slides_structure.tex index a6cc5b5..6d561bd 100644 --- a/docs/slides_structure.tex +++ b/docs/slides_structure.tex @@ -33,32 +33,31 @@ \begin{frame}{Vue d'ensemble du pipeline} \centering \begin{tikzpicture}[ - node distance=10mm, box/.style={draw, rounded corners, fill=cBox, minimum height=12mm, minimum width=26mm, align=center, font=\small}, - arr/.style={-{Stealth[length=3mm]}, thick} + fut/.style={box, fill=white, densely dashed}, + arr/.style={-{Stealth[length=3mm]}, thick}, + lbl/.style={font=\scriptsize, inner sep=2pt} ] - \node[box] (asm) {Assembleur\\x86-64 (1 BB)}; - \node[box, right=of asm] (graph) {Graphe de\\flot de données}; - \node[box, right=of graph] (enc) {Encodeur\\GNN}; - \node[box, right=of enc] (rep) {Représentations\\\emph{sens} / \emph{temporalité}}; - - \draw[arr] (asm) -- (graph); - \draw[arr] (graph) -- (enc); - \draw[arr] (enc) -- (rep); - - % --- boucle de superoptimisation (sens retour) --- - \node[box, below=14mm of rep, fill=white] (pred) {Prédicteur\\(modèle du monde)}; - \node[box, left=of pred, fill=white] (gopt) {Repr.\\optimisée}; - \node[box, left=of gopt, fill=white, densely dashed] (dec) {(Décodeur\\\texttt{to\_asm})}; - \node[box, left=of dec, fill=white] (asmopt) {Asm\\optimisé}; - - \draw[arr] (rep.south) -- (pred.north); - \draw[arr] (pred) -- (gopt); - \draw[arr] (gopt) -- (dec); - \draw[arr] (dec) -- (asmopt); - \draw[arr] (asmopt.north) -- (asm.south); -\end{tikzpicture} + % --- ligne 1 (gauche → droite) --- + \node[box] (asm) {Assembleur\\x86-64 (1 BB)}; + \node[box, right=14mm of asm] (emb) {Embedder}; + \node[box, right=14mm of emb] (enc) {Encodeur\\GNN}; + + % --- ligne 2 (droite → gauche, alignée sous ligne 1) --- + \node[box, below=18mm of enc] (pred) {Prédicteur}; + \node[fut, below=18mm of emb] (dec) {(Décodeur\\\texttt{to\_asm})}; + \node[box, below=18mm of asm] (opt) {Asm optimisé}; + + % --- flèches ligne 1 --- + \draw[arr] (asm) -- node[lbl, above]{$x$ : instr.} (emb); + \draw[arr] (emb) -- node[lbl, above]{$G=(V,E)$} (enc); + % virage encodeur → prédicteur + \draw[arr] (enc) -- node[lbl, right]{$s$ : repr.} (pred); + % --- flèches ligne 2 (droite → gauche) --- + \draw[arr] (pred) -- node[lbl, above]{$\hat{s}_{O3}$} (dec); + \draw[arr] (dec) -- node[lbl, above]{$\hat{x}_{O3}$} (opt); +\end{tikzpicture}% \vspace{4mm} \footnotesize @@ -120,12 +119,14 @@ \texttt{+ - * \& | \textasciicircum{} << >> \textasciitilde} \item \textbf{Pas} de \texttt{if} / boucle / appel / division $\Rightarrow$ un \textbf{seul bloc de base} de O0 à O3. + \item Filtre \emph{non-trivial} : $\geq\!1$ param \textbf{et} $\geq\!1$ + opérateur (sinon repli en constante : rien à apprendre). \end{itemize} \end{column} \begin{column}{0.46\textwidth} \textbf{Rôle \& limite} \begin{itemize} - \item Volume et diversité contrôlés. + \item Volume et diversité contrôlés, sans headers ni dépendances. \item Chaque fonction $\rightarrow$ 4 formes asm (O0…O3) garanties single-BB. \item \emph{Peu représentatif du vrai code} $\rightarrow$ piste : corpus réel (AnghaBench). @@ -162,92 +163,37 @@ \end{column} \begin{column}{0.42\textwidth} \centering -\textbf{Graphe de flot de données (\texttt{-O0})}\\[2mm] +\textbf{Graphe de flot de données}\\[2mm] \begin{tikzpicture}[ n/.style={draw, rounded corners, fill=cBox, font=\ttfamily\scriptsize, - minimum width=21mm, minimum height=5mm}, - re/.style={-{Stealth[length=2mm]}, thick, cReg}, - me/.style={-{Stealth[length=2mm]}, thick, cMem, densely dashed}] - \node[n] (n0) {n0 mov [rsp-4]}; - \node[n, below=6.5mm of n0] (n1) {n1 imul eax,3}; - \node[n, below=6.5mm of n1] (n2) {n2 imul eax}; - \node[n, right=12mm of n1] (n3) {n3 imul ecx,5}; - \node[n, below=6.5mm of n2] (n4) {n4 add eax,ecx}; - \node[n, below=6.5mm of n4] (n5) {n5 add eax,7}; - % MEM : le spill [rsp-4] (écrit par n0) relu par n1, n2, n3 - \draw[me] (n0) -- node[left, font=\tiny]{MEM} (n1); - \draw[me] (n0.south) to[bend left=12] (n2.north east); - \draw[me] (n0.east) to[bend left=20] node[above, font=\tiny]{MEM} (n3.north); - % REG : chaîne sur eax / ecx - \draw[re] (n1) -- node[right, font=\tiny]{REG} (n2); - \draw[re] (n2) -- node[left, font=\tiny]{REG} (n4); - \draw[re] (n3.south) to[bend left=15] node[right, font=\tiny]{REG} (n4.east); - \draw[re] (n4) -- node[right, font=\tiny]{REG} (n5); -\end{tikzpicture} -\end{column} -\end{columns} -\vspace{6mm} -{\scriptsize -Nœuds $=$ instructions ($+\,$7 traits struct.) ; arêtes typées + minimum width=20mm, minimum height=5.5mm}, + e/.style={-{Stealth[length=2mm]}, thick, cReg}, + xe/.style={-{Stealth[length=2mm]}, thick, cMem, densely dashed}, + inp/.style={draw, circle, fill=cMem!15, draw=cMem, font=\ttfamily\scriptsize, + minimum size=6.5mm}] + \node[n] (i0) {lea eax}; + \node[n, below=7.5mm of i0] (i1) {add eax,5}; + \node[n, below=7.5mm of i1] (i2) {imul eax}; + \node[n, below=7.5mm of i2] (i3) {add eax,7}; + \draw[e] (i0) -- node[right, font=\tiny]{REG} (i1); + \draw[e] (i1) -- node[right, font=\tiny]{REG} (i2); + \draw[e] (i2) -- node[right, font=\tiny]{REG} (i3); + \node[inp, left=12mm of i1] (x) {x}; + \draw[xe] (x) to[bend left=15] (i0.west); + \draw[xe] (x) to[bend right=15] (i2.west); +\end{tikzpicture}\\[1mm] +\scriptsize Nœuds = instructions ($+\,$7 traits struct.) ; arêtes typées \textcolor{cReg}{REG}\,/\,\textcolor{cMem}{MEM}\,/\,\textcolor{cFlag}{FLAG} (def$\rightarrow$use). -Le spill \texttt{[rsp-4]} (\textcolor{cMem}{MEM}, écrit par n0) est \textbf{relu 3 fois} ; -n3 sans arête \textcolor{cReg}{REG} entrante $=$ indépendant.} -\end{frame} - -% --------------------------------------------------------------- -\begin{frame}{Étape 3 — Le masquage du graphe} -\footnotesize -\begin{columns}[T] -\begin{column}{0.50\textwidth} -\textbf{Principe} -\begin{itemize}\setlength{\itemsep}{2pt} - \item On cache une \textbf{partie du graphe} : on choisit - \textbf{$\sim$15\,\% des nœuds} (choix \emph{empirique}). - \item Pour chaque nœud masqué, son contenu est - remplacé par un \textbf{jeton de masque appris}. - \item \textbf{Les arêtes ne sont pas touchées} : la structure - \textcolor{cReg}{REG}\,/\,\textcolor{cMem}{MEM}\,/\,\textcolor{cFlag}{FLAG} - reste visible $\Rightarrow$ le nœud « sait » où est le trou. -\end{itemize} -\vspace{1.5mm} -\textbf{Pourquoi des nœuds (et pas des arêtes)} -\begin{itemize}\setlength{\itemsep}{2pt} - \item Les arêtes se \emph{redéduisent} mécaniquement des nœuds. - \item Forcé de retrouver un nœud depuis ses seules dépendances, - l'encodeur doit \textbf{apprendre la structure} du programme. -\end{itemize} -\end{column} -\begin{column}{0.46\textwidth} -\centering -\textbf{$\sim$15\,\% des nœuds $\rightarrow$ jeton}\\[2mm] -\begin{tikzpicture}[ - n/.style={draw, rounded corners, fill=cBox, font=\ttfamily\scriptsize, - minimum width=20mm, minimum height=5mm}, - mk/.style={draw, rounded corners, fill=cFlag!12, draw=cFlag, dashed, - font=\ttfamily\scriptsize, minimum width=20mm, minimum height=5mm}, - re/.style={-{Stealth[length=2mm]}, thick, cReg}, - me/.style={-{Stealth[length=2mm]}, thick, cMem, densely dashed}] - \node[n] (n0) {n0 mov [rsp-4]}; - \node[n, below=6.5mm of n0] (n1) {n1 imul eax,3}; - \node[mk, below=6.5mm of n1] (n2) {\textbf{?? (masqué)}}; - \node[n, right=12mm of n1] (n3) {n3 imul ecx,5}; - \node[n, below=6.5mm of n2] (n4) {n4 add eax,ecx}; - \node[n, below=6.5mm of n4] (n5) {n5 add eax,7}; - \draw[me] (n0) -- node[left, font=\tiny]{MEM} (n1); - \draw[me] (n0.west) to[bend right=55] node[left, font=\tiny]{MEM} (n2.west); - \draw[me] (n0.east) to[bend left=20] node[above, font=\tiny]{MEM} (n3.north); - \draw[re] (n1) -- node[right, font=\tiny]{REG} (n2); - \draw[re] (n2) -- node[left, font=\tiny]{REG} (n4); - \draw[re] (n3.south) to[bend left=15] (n4.east); - \draw[re] (n4) -- node[right, font=\tiny]{REG} (n5); -\end{tikzpicture}\\[2mm] -{\scriptsize Le contenu de n2 disparaît, \textbf{ses arêtes restent}.} +\textcolor{cMem}{\texttt{x}} (\texttt{rdi}) lue \textbf{2 fois} ; absence d'arête $=$ indépendance +$\Rightarrow$ parallélisme (SLP/AVX). \end{column} \end{columns} +\vspace{0.5mm} +{\scriptsize\emph{Single-BB} = bloc en ligne droite (aucun saut) $\Rightarrow$ le flot de données suffit — scope v1.} \end{frame} % --------------------------------------------------------------- -\begin{frame}{Étape 4 — Encodeur GNN factorisé} +\begin{frame}{Étape 3 — Encodeur GNN factorisé} \centering \begin{tikzpicture}[ box/.style={draw, rounded corners, fill=cBox, align=center, @@ -276,7 +222,7 @@ \end{frame} % --------------------------------------------------------------- -\begin{frame}{Étape 5 — Phase 1 : EB-JEPA par masquage (encodeur)} +\begin{frame}{Étape 4 — Phase 1 : EB-JEPA par masquage (encodeur)} \centering \resizebox{0.98\textwidth}{!}{% \begin{tikzpicture}[ @@ -323,7 +269,7 @@ \end{frame} % --------------------------------------------------------------- -\begin{frame}{Étape 6 — Phase 2 : prédicteur (modèle du monde)} +\begin{frame}{Étape 5 — Phase 2 : prédicteur (modèle du monde)} \centering \resizebox{0.98\textwidth}{!}{% \begin{tikzpicture}[