From 988e390e9f9110671db522e2782ff8a59dc6b44c Mon Sep 17 00:00:00 2001 From: Paul Zehner Date: Tue, 14 Jan 2025 14:00:06 +0100 Subject: [PATCH 1/5] Allow to reuse the theme --- courses/01_beginners/main.tex | 15 +++ courses/02_advanced/.latexmkrc | 1 + courses/02_advanced/Makefile | 11 ++ courses/02_advanced/main.tex | 126 ++++++++++++++++++ .../beamercolorthemecexa-kokkos.sty | 0 .../beamerinnerthemecexa-kokkos.sty | 0 .../beamerouterthemecexa-kokkos.sty | 0 .../beamerthemecexa-kokkos.sty | 0 8 files changed, 153 insertions(+) create mode 100644 courses/02_advanced/.latexmkrc create mode 100644 courses/02_advanced/Makefile create mode 100644 courses/02_advanced/main.tex rename courses/{01_beginners => }/beamercolorthemecexa-kokkos.sty (100%) rename courses/{01_beginners => }/beamerinnerthemecexa-kokkos.sty (100%) rename courses/{01_beginners => }/beamerouterthemecexa-kokkos.sty (100%) rename courses/{01_beginners => }/beamerthemecexa-kokkos.sty (100%) diff --git a/courses/01_beginners/main.tex b/courses/01_beginners/main.tex index e2925f2..dc928b5 100644 --- a/courses/01_beginners/main.tex +++ b/courses/01_beginners/main.tex @@ -16,6 +16,21 @@ \usepackage{fontspec} \usepackage{tabularray} +% allow to look for themes in another folder +% https://tex.stackexchange.com/a/284157/301699 +\makeatletter +\def\beamer@calltheme#1#2#3{% + \def\beamer@themelist{#2} + \@for\beamer@themename:=\beamer@themelist\do + {\usepackage[{#1}]{\beamer@themelocation/#3\beamer@themename}}} + +\def\usefolder#1{ + \def\beamer@themelocation{#1} +} +\def\beamer@themelocation{} +\makeatother + +\usefolder{..} \usetheme{cexa-kokkos} \AtBeginSection{ diff --git a/courses/02_advanced/.latexmkrc b/courses/02_advanced/.latexmkrc new file mode 100644 index 0000000..55126bd --- /dev/null +++ b/courses/02_advanced/.latexmkrc @@ -0,0 +1 @@ +$xelatex = 'xelatex -shell-escape %O %S' diff --git a/courses/02_advanced/Makefile b/courses/02_advanced/Makefile new file mode 100644 index 0000000..4d6e713 --- /dev/null +++ b/courses/02_advanced/Makefile @@ -0,0 +1,11 @@ +all: main + +%: + latexmk -pdfxe $< + +clean: + latexmk -c + +cleanall: + latexmk -C + rm -rf _minted-* diff --git a/courses/02_advanced/main.tex b/courses/02_advanced/main.tex new file mode 100644 index 0000000..62df70b --- /dev/null +++ b/courses/02_advanced/main.tex @@ -0,0 +1,126 @@ +% !TeX program = xelatex + +\documentclass[ + aspectratio=169, + handout, +]{beamer} + +\usepackage{minted} +\usepackage{xcolor} +\usepackage{tcolorbox} +\usepackage{graphicx} +\usepackage{fontspec} +\usepackage{tabularray} + +% allow to look for themes in another folder +% https://tex.stackexchange.com/a/284157/301699 +\makeatletter +\def\beamer@calltheme#1#2#3{% + \def\beamer@themelist{#2} + \@for\beamer@themename:=\beamer@themelist\do + {\usepackage[{#1}]{\beamer@themelocation/#3\beamer@themename}}} + +\def\usefolder#1{ + \def\beamer@themelocation{#1} +} +\def\beamer@themelocation{} +\makeatother + +\usefolder{..} +\usetheme{cexa-kokkos} + +\AtBeginSection{ + \begin{frame}{Outline} + \tableofcontents[currentsection, hideothersubsections] + \end{frame} +} + +\AtBeginSubsection{ + \begin{frame}{Outline} + \tableofcontents[currentsection, currentsubsection] + \end{frame} +} + +\setminted{ + autogobble, + fontsize=\small, + bgcolor=lightgray, + xleftmargin=0.5em, + xrightmargin=0.5em, + breaklines, +} + +\NewTblrTheme{kokkostable}{ + \SetTblrInner{ + width=\linewidth, + rowhead=1, + rows={ht=\baselineskip}, + row{odd}={bg=lightgray}, + row{1}={bg=lightmain}, + } +} + +\graphicspath{{../../images/}} + +%Information to be included in the title page: +\title{Kokkos intermediate course} +\author{The CExA team} +\institute{CEA} +\date{\today} +\titlegraphic{% + \includegraphics[height=4em]{kokkos.png}% + \hspace{1em}% + \includegraphics[height=4em]{cexa_logo.png} +} + +% _____________________________________________________________________________ + +\begin{document} + +\begin{frame}[plain] + \titlepage +\end{frame} + +% _____________________________________________________________________________ + +\begin{frame}{This course is open source} + \begin{center} + \githublink{\url{https://github.com/CExA-project/cexa-kokkos-tutorials}} + \end{center} +\end{frame} + +% _____________________________________________________________________________ + +\begin{frame}{Prerequisites} + This course is intended for developers who have basic knowledge about Kokkos, without strong C++ knowledge + + \vspace{1em} + + \begin{block}{What you still need} + \begin{itemize} + \item Basic knowledge of C/C++ + \item Basic knowledge of parallel programming + \item Basic knowledge of CMake + \item Basic knowledge of a Linux environment + \end{itemize} + \end{block} +\end{frame} + +% _____________________________________________________________________________ + +\begin{frame}{Duration of the course} + \begin{itemize} + \item Course + practical work: full day + \item Course + corrected exercise: half day + \item Short version: 3 hours + \end{itemize} +\end{frame} + +\begin{frame}{Outline} + \tableofcontents[hidesubsections] +\end{frame} + +% _____________________________________________________________________________ + + +\end{document} diff --git a/courses/01_beginners/beamercolorthemecexa-kokkos.sty b/courses/beamercolorthemecexa-kokkos.sty similarity index 100% rename from courses/01_beginners/beamercolorthemecexa-kokkos.sty rename to courses/beamercolorthemecexa-kokkos.sty diff --git a/courses/01_beginners/beamerinnerthemecexa-kokkos.sty b/courses/beamerinnerthemecexa-kokkos.sty similarity index 100% rename from courses/01_beginners/beamerinnerthemecexa-kokkos.sty rename to courses/beamerinnerthemecexa-kokkos.sty diff --git a/courses/01_beginners/beamerouterthemecexa-kokkos.sty b/courses/beamerouterthemecexa-kokkos.sty similarity index 100% rename from courses/01_beginners/beamerouterthemecexa-kokkos.sty rename to courses/beamerouterthemecexa-kokkos.sty diff --git a/courses/01_beginners/beamerthemecexa-kokkos.sty b/courses/beamerthemecexa-kokkos.sty similarity index 100% rename from courses/01_beginners/beamerthemecexa-kokkos.sty rename to courses/beamerthemecexa-kokkos.sty From faa7de857d8b49a3ff01c0983fcacc8001cd9896 Mon Sep 17 00:00:00 2001 From: Paul Zehner Date: Tue, 14 Jan 2025 19:48:23 +0100 Subject: [PATCH 2/5] Rename directory --- courses/{02_advanced => 02_intermediate}/.latexmkrc | 0 courses/{02_advanced => 02_intermediate}/Makefile | 0 courses/{02_advanced => 02_intermediate}/main.tex | 0 3 files changed, 0 insertions(+), 0 deletions(-) rename courses/{02_advanced => 02_intermediate}/.latexmkrc (100%) rename courses/{02_advanced => 02_intermediate}/Makefile (100%) rename courses/{02_advanced => 02_intermediate}/main.tex (100%) diff --git a/courses/02_advanced/.latexmkrc b/courses/02_intermediate/.latexmkrc similarity index 100% rename from courses/02_advanced/.latexmkrc rename to courses/02_intermediate/.latexmkrc diff --git a/courses/02_advanced/Makefile b/courses/02_intermediate/Makefile similarity index 100% rename from courses/02_advanced/Makefile rename to courses/02_intermediate/Makefile diff --git a/courses/02_advanced/main.tex b/courses/02_intermediate/main.tex similarity index 100% rename from courses/02_advanced/main.tex rename to courses/02_intermediate/main.tex From bf49318e86dcf618ef2769115446231dedb305b3 Mon Sep 17 00:00:00 2001 From: Paul Zehner Date: Wed, 15 Jan 2025 09:55:18 +0100 Subject: [PATCH 3/5] Add outline --- courses/02_intermediate/main.tex | 16 +++++++++++++++- 1 file changed, 15 insertions(+), 1 deletion(-) diff --git a/courses/02_intermediate/main.tex b/courses/02_intermediate/main.tex index 62df70b..9d556e2 100644 --- a/courses/02_intermediate/main.tex +++ b/courses/02_intermediate/main.tex @@ -92,7 +92,7 @@ % _____________________________________________________________________________ \begin{frame}{Prerequisites} - This course is intended for developers who have basic knowledge about Kokkos, without strong C++ knowledge + This course is intended for developers who have have followed the basic course of the tutorials \vspace{1em} @@ -102,6 +102,7 @@ \item Basic knowledge of parallel programming \item Basic knowledge of CMake \item Basic knowledge of a Linux environment + \item Basic knowledge of Kokkos \end{itemize} \end{block} \end{frame} @@ -122,5 +123,18 @@ % _____________________________________________________________________________ +\section{Subviews} + +% _____________________________________________________________________________ + +\section{Atomics} + +% _____________________________________________________________________________ + +\section{Layouts} + +% _____________________________________________________________________________ + +\section{Subviews} \end{document} From df157ff66f4de378e3ea9a50580cd3c39e3b26de Mon Sep 17 00:00:00 2001 From: Paul Gannay Date: Mon, 22 Sep 2025 11:07:18 +0200 Subject: [PATCH 4/5] Correct section titles --- courses/02_intermediate/main.tex | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/courses/02_intermediate/main.tex b/courses/02_intermediate/main.tex index 9d556e2..bdf15bb 100644 --- a/courses/02_intermediate/main.tex +++ b/courses/02_intermediate/main.tex @@ -123,6 +123,10 @@ % _____________________________________________________________________________ +\section{Profiling and debugging} + +% _____________________________________________________________________________ + \section{Subviews} % _____________________________________________________________________________ @@ -135,6 +139,6 @@ \section{Layouts} % _____________________________________________________________________________ -\section{Subviews} +\section{Scatter Views} \end{document} From 78d3b6ad869d3df9dadd68d726c98c8e9768a249 Mon Sep 17 00:00:00 2001 From: Paul Gannay Date: Mon, 22 Sep 2025 15:36:36 +0200 Subject: [PATCH 5/5] First draft for section on atomics --- courses/02_intermediate/main.tex | 216 +++++++++ images/race_condition1.png | Bin 0 -> 127499 bytes images/race_condition1.svg | 525 +++++++++++++++++++++ images/race_condition2.png | Bin 0 -> 213948 bytes images/race_condition2.svg | 754 +++++++++++++++++++++++++++++++ images/race_condition3.png | Bin 0 -> 176558 bytes images/race_condition3.svg | 540 ++++++++++++++++++++++ 7 files changed, 2035 insertions(+) create mode 100644 images/race_condition1.png create mode 100644 images/race_condition1.svg create mode 100644 images/race_condition2.png create mode 100644 images/race_condition2.svg create mode 100644 images/race_condition3.png create mode 100644 images/race_condition3.svg diff --git a/courses/02_intermediate/main.tex b/courses/02_intermediate/main.tex index bdf15bb..7f6e2d9 100644 --- a/courses/02_intermediate/main.tex +++ b/courses/02_intermediate/main.tex @@ -133,6 +133,222 @@ \section{Subviews} \section{Atomics} +\begin{frame}[fragile]{Atomics - Race condition} + \begin{columns} + \begin{column}{0.4\linewidth} + \begin{minted}{C++} + Kokkos::View + v("v", 2); + // Init v with + // v(0) = 4 + // v(1) = 5 + + Kokkos::View res; + Kokkos::parallel_for( + Kokkos::RangePolicy(0,2), + KOKKOS_LAMBDA(int i) { + res() = res() + v(i); + }); + \end{minted} + \end{column} + \begin{column}{0.6\linewidth} + Even simple instruction like '\texttt{+}' are decomposed into several smaller assembly instructions: + + \includegraphics{race_condition1.png} + \end{column} + \end{columns} +\end{frame} + +% Trainee could play with the following program to check that it really present a race condition: +%#include +%#include +% +%int main(int argc, char *argv[]) { +% Kokkos::initialize(argc, argv); +% { +% const int N = 10000; +% Kokkos::View v("v", N); +% Kokkos::deep_copy(v, 4); +% +% Kokkos::View res("res", N); +% +% Kokkos::parallel_for(Kokkos::RangePolicy(0, N), +% KOKKOS_LAMBDA(int i) { +% //Kokkos::atomic_add(&res(), v(i)); +% res() = res() + v(i); +% }); +% +% double res_; +% +% deep_copy(res_, res); +% +% std::cout << "res_:" << res_ << std::endl; +% std::cout << "4*N:" << 4*N << std::endl; +% } +% Kokkos::finalize(); +%} + +\begin{frame}[fragile]{Atomics - Race condition} + \begin{columns} + \begin{column}{0.4\linewidth} + \begin{minted}{C++} + Kokkos::View + v("v", 2); + // Init v with + // v(0) = 4 + // v(1) = 5 + + Kokkos::View res; + Kokkos::parallel_for( + Kokkos::RangePolicy(0,2), + KOKKOS_LAMBDA(int i) { + res() = res() + v(i); + }); + \end{minted} + \end{column} + \begin{column}{0.6\linewidth} + When several cores run in parallel, instructions can interleave and generate \structure{race conditions}: + + \includegraphics[width=1\textwidth]{race_condition2.png} + \end{column} + \end{columns} +\end{frame} + +\begin{frame}[fragile]{Atomic Operations} + \begin{columns} + \begin{column}{0.4\linewidth} + \begin{minted}{C++} + Kokkos::View + v("v", 2); + // Init v with + // v(0) = 4 + // v(1) = 5 + + Kokkos::View res; + Kokkos::parallel_for( + Kokkos::RangePolicy(0,2), + KOKKOS_LAMBDA(int i) { + // res() += v(i) + Kokkos::atomic_add( + &res(), v(i)); + }); + \end{minted} + \end{column} + \begin{column}{0.5\linewidth} + \texttt{atomic\_add} execute the \texttt{LOAD}, \texttt{STORE} and \texttt{ADD} in a single atomic step, + guarantying the absence of race condition during the addition. + \includegraphics[width=1\textwidth]{race_condition3.png} + \end{column} + \end{columns} + \pause + Note that for this example, it would be better to use a \texttt{parallel\_reduce}. +\end{frame} + +\begin{frame}[fragile]{Atomic operations} + \begin{columns} + \begin{column}{0.55\linewidth} + \begin{tabular}{|l|c|} + \hline + Operation & Replaces \\ + \hline + Kokkos::atomic\_add(\&x, y) & x += y \\ + Kokkos::atomic\_and(\&x, y) & x \&= y \\ + Kokkos::atomic\_dec(\&x) & x-- \\ + Kokkos::atomic\_inc(\&x) & x++ \\ + Kokkos::atomic\_lshift(\&x, y) & x = x << y \\ + Kokkos::atomic\_max(\&x, y) & x = std::max(x, y) \\ + Kokkos::atomic\_min(\&x, y) & x = std::min(x, y) \\ + Kokkos::atomic\_mod(\&x, y) & x \%= y \\ + Kokkos::atomic\_nand(\&x, y) & x = !(x \&\& y) \\ + Kokkos::atomic\_or(\&x, y) & x |= y \\ + Kokkos::atomic\_rshift(\&x, y) & x = x >> y \\ + Kokkos::atomic\_sub(\&x, y) & x -= y \\ + Kokkos::atomic\_store(\&x, y) & x = y \\ + Kokkos::atomic\_xor(\&x, y) & x \^{}= y \\ + \hline + \end{tabular} + \end{column} + + \begin{column}{0.35\linewidth} + Other common operations are available with the format \texttt{Kokkos::atomic\_[op]}. + \end{column} + \end{columns} +\end{frame} + +\begin{frame}[fragile]{Atomic operations - fetch} + \begin{columns} + \begin{column}{0.4\linewidth} + \begin{minted}{C++} + auto old_value = + atomic_fetch_[op]( + ptr_to_value, + update_value); + + auto new_value = + atomic_[op]_fetch( + ptr_to_value, + update_value); + \end{minted} + \end{column} + \begin{column}{0.6\linewidth} + \texttt{atomic\_fetch\_[op]}: + \begin{itemize} + \item atomically performs the operation \texttt{[op]} with the operands \texttt{*ptr\_to\_value} and \texttt{update\_value}, + \item returns the value \texttt{*ptr\_to\_value} had \structure{before} the operation. + \end{itemize} + \texttt{atomic\_[op]\_fetch}: + \begin{itemize} + \item atomically performs the operation \texttt{[op]} with the operands \texttt{*ptr\_to\_value} and \texttt{update\_value}, + \item returns the value \texttt{*ptr\_to\_value} has \structure{after} the operation. + \end{itemize} + \end{column} + \end{columns} +\end{frame} + +\begin{frame}[fragile]{Atomic operations - Exchange} + \begin{columns} + \begin{column}{0.4\linewidth} + \begin{minted}{C++} + old_value = + atomic_exchange( + ptr_to_value, + desired); + + old_value = + atomic_compare_exchange( + ptr_to_value, + expected, + desired); + \end{minted} + \end{column} + \begin{column}{0.6\linewidth} + \texttt{atomic\_exchange}: + \begin{itemize} + \item atomically affects the value \texttt{desired} to \texttt{*ptr\_to\_value}, + \item returns the value \texttt{*ptr\_to\_value} had before the call. + \end{itemize} + \texttt{atomic\_compare\_exchange}: + \begin{itemize} + \item atomically affects the value \texttt{desired} to \texttt{*ptr\_to\_value}, \structure{if} the old value of \texttt{*ptr\_to\_value} was equal to \texttt{expected}, + \item returns the value \texttt{*ptr\_to\_value} had before the call, whether the exchange happened or not. + \end{itemize} + \end{column} + \end{columns} +\end{frame} + +\begin{frame}[fragile]{Atomic - Performances} + Atomics can have a huge impact on performance: + \begin{itemize} + \item the instruction itself is slower than the one it replaces, + \item they may generates extra synchronisation points, + \item they bypass and invalidate cache line. + \end{itemize} + + => Atomics should be used with care and only when strictly necessary.\linebreak + + For some of your needs, more performant alternative exist, like \texttt{parallel\_reduce} or \texttt{Kokkos::ScatterView}. +\end{frame} + % 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