From c7dcebc9f9953298f31469265c06f15e9fe2bf3a Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?El=20Kharroubi=20Micha=C3=ABl?=
 <michael.el-kharroubi@hesge.ch>
Date: Mon, 26 Feb 2024 16:32:46 +0100
Subject: [PATCH] [WIP] Working on Nvidia STL

---
 Examples/makefile          |  11 ++--
 Examples/parallel_sort.cpp |  17 ++++++
 GPGPU.typ                  |   3 +-
 Nvidia_STL.typ             | 122 +++++++++++++++++++++++++++++++++++--
 assets/hpc-sdk_content.png | Bin 0 -> 74832 bytes
 5 files changed, 144 insertions(+), 9 deletions(-)
 create mode 100644 Examples/parallel_sort.cpp
 create mode 100644 assets/hpc-sdk_content.png

diff --git a/Examples/makefile b/Examples/makefile
index c613d80..d5b7f0e 100644
--- a/Examples/makefile
+++ b/Examples/makefile
@@ -1,20 +1,23 @@
 .PHONY:clean all
 
 CC=nvc++
-FLAGS=--std=c++20 -stdpar=gpu
+FLAGS=-std=c++20 -stdpar=gpu -O3 -g
 INCLUDES_WARNINGS:=--diag_suppress useless_using_declaration
 
 
-all: artefacts/future artefacts/cuda_sum_vec
+all: artefacts/future artefacts/cuda_sum_vec artefacts/parallel_sort
 
 artefacts/%: artefacts/%.o
 	$(CC) $(FLAGS) $^ -o $@
 
+artefacts/future.o: future.cpp
+	$(CC) $(FLAGS) --diag_suppress useless_using_declaration -c $^ -o $@
+
 artefacts/%.o: %.cpp
-	$(CC) $(FLAGS) $(INCLUDES_WARNINGS) -c $^ -o $@
+	$(CC) $(FLAGS) -c $^ -o $@
 
 artefacts/%.o: %.cu
-	$(CC) $(FLAGS) $(INCLUDES_WARNINGS) -c $^ -o $@
+	$(CC) $(FLAGS) -c $^ -o $@
 
 clean:
 	rm -vf artefacts/**
\ No newline at end of file
diff --git a/Examples/parallel_sort.cpp b/Examples/parallel_sort.cpp
new file mode 100644
index 0000000..b2f16b4
--- /dev/null
+++ b/Examples/parallel_sort.cpp
@@ -0,0 +1,17 @@
+#include <algorithm>
+#include <execution>
+#include <iostream>
+#include <vector>
+
+int main() {
+    std::vector<int> v = {6, 3, 4, 12, 1, 15};
+
+    std::sort(std::execution::par,
+              v.begin(), v.end());
+
+    std::vector<int> v_sorted = {1, 3, 4, 6, 12, 15};
+    bool is_sorted = std::equal(std::execution::par_unseq,
+                                v.begin(), v.end(), v_sorted.begin());
+
+    std::cout << is_sorted << std::endl;
+}
\ No newline at end of file
diff --git a/GPGPU.typ b/GPGPU.typ
index d192f6e..de17a79 100644
--- a/GPGPU.typ
+++ b/GPGPU.typ
@@ -62,7 +62,8 @@
 
   #figure(
     image("assets/cpu-gpu.svg", width: 70%),
-    caption: [NVIDIA CUDA Programming Guide version 3.0 - 2010],
+    caption: [CPU vs GPU Architecture - Source : NVIDIA CUDA Programming Guide version 3.0 -
+      2010],
   )
 
   #link("https://youtu.be/-P28LKWTzrI")[Partenariat Myth Busters & Nvidia]
diff --git a/Nvidia_STL.typ b/Nvidia_STL.typ
index def78de..4c2b614 100644
--- a/Nvidia_STL.typ
+++ b/Nvidia_STL.typ
@@ -18,17 +18,131 @@
 
 #new-section-slide("Introduction")
 
-#slide(title: "Contenu")[
-
+#slide(
+  title: "Contenu",
+)[
+  Maintenant que nous avons les bases nous allons voir comment paralléliser notre
+  code avec le kit HPC de Nvidia.
 ]
 
 #new-section-slide("Le SDK HPC de Nvidia")
 
-#slide(title: "Le compilateur nvc++")[
+#slide(
+  title: "À quoi sert ce kit?",
+)[
+  Ce kit contient :
+  - des librairies
+  - des compilateurs (C, C++, Fortran)
+  - des débogueurs
+  - des outils de profiling
+  - des librairies de communication (ex : OpenMPI)
+
+  En résumé, un grand nombre d'outils pour réaliser une application HPC (basé sur
+  du matériel Nvidia majoritairement).
+
+  #figure(
+    image("assets/hpc-sdk_content.png"),
+    caption: "Contenu du HPC SDK de Nvidia - Source : Nvidia",
+  )
+]
+
+#slide(
+  title: "Le compilateur nvc++",
+)[
+  Dans le cadre de ce cours, nous allons nous concentrer sur le compilateur nvc++.
+
+  Il permet du compiler du C, C++ ou CUDA.
+
+  Ce qui va nous intéresser particulièrement, c'est son support des _Parallel Algorithms_ introduits
+  avec C++17
+]
+
+#new-section-slide("Exemple de parallélisation avec nvc++")
+
+#slide(
+  title: "Les politiques d'exécution",
+)[
+  Depuis C++17, les algorithmes de la STL peuvent prendre en paramètre une
+  politique d'exécution. Cette politique permet d'indiquer au compilateur comment
+  paralléliser le traitement des données.
+
+  On retrouve 4 politiques :
+  #box(
+    columns(
+      4,
+      gutter: 11pt,
+    )[
+      == seq
+      - Exécution séquentielle simple
+      #colbreak()
+      == par
+      - Exécution en parallèle
+      #colbreak()
+      == par_unseq
+      - Exécution en parallèle avec possibilité d'utiliser des instructions vectorielles
+      #colbreak()
+      == unseq (C++ 20)
+      - Exécution séquentielle avec possibilité d'utiliser des instructions vectorielles
+    ],
+  )
+]
+
+#slide(title: "Exemple d'algorithme STL avec une politique d'exécution")[
+```cpp
+std::vector<int> v = {6, 3, 4, 12, 1, 15};
+
+std::sort(std::execution::par,
+          v.begin(), v.end());
+
+std::vector<int> v_sorted =  {1, 3, 4, 6, 12, 15};
+
+bool is_sorted = std::equal(std::execution::par_unseq,
+                            v.begin(), v.end(),
+                            v_sorted.begin());
+
+std::cout << is_sorted << std::endl;
+```
+]
+
+#slide(
+  title: "Compiler avec nvc++",
+)[
+Une fois notre code écrit, il faut le compiler avec nvc++ en indiquant comment
+le paralléliser.
+
+```console
+nvc++ -std=c++20 -stdpar=gpu -O3 parallel_sort.cpp -o parallel_sort
+```
+
+Nous avons trois paramètres principaux :
+- `-std=c++20` : On utilise le dialecte C++20.
+- `-stdpar=gpu` : On veut que le code soit parallélisé sur GPU
+- `-O3` : On veut que le compilateur utilise le niveau 3 d'optimisation sur notre
+  code
+]
+
+#slide(
+  title: "Les types de parallélisation disponibles",
+)[
+Le compilateur nvc++ permet de paralléliser son code sur CPU ou sur GPU.
 
+Le paramètre `stdpar` prend 2 valeurs :
+#box(
+  columns(
+    2,
+    gutter: 22pt,
+  )[
+    == multicore
+    Le code est parallélisé sur CPU avec la framework Thrust de Nvidia.
+    #colbreak()
+    == gpu
+    Le code est parallélisé sur GPU avec la framework Thrust de Nvidia. Nécessite un
+    GPU Nvidia avec une architecture Pascal (ex: GTX 1080) ou plus récent.
+  ],
+)
 ]
 
-#new-section-slide("Exemple de parallélisation sur GPU")
+#new-section-slide("Exemple d'analyse d'exécution sur GPU avec nvprof")
 
 #new-section-slide("Comment passer des données au GPU avec les captures")
 
diff --git a/assets/hpc-sdk_content.png b/assets/hpc-sdk_content.png
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-- 
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