hpc-2022-g3/README.md

High Performance Computing Class

This repo contains the exercises and the tutorials used for Unimore's HPC class https://dolly.fim.unimore.it/2020/course/view.php?id=145.

Contacts

• Alessandro Capotondi <alessandro.capotondi@unimore.it>
• Gianluca Brilli <gianluca.brilli@unimore.it>
• Prof. Andrea Marongiu <andrea.marongiu@unimore.it>

Contents

OpenMP Exercises

The exercises related to OpenMP programming model can be found in the folder openmp. Here the list of currectly available classes:

• openmp\lab1: OpenMP basics: parallel, for-loop, sections, and tasking
• openmp\lab2: OpenMP Advanced: reduction, tasking, optimizations
• openmp\lab3: OpenMP 4.x+: Accelerator Model (targeting: Nvidia GP-GPU)

CUDA Exercises

• cuda\lab1: CUDA Basics
• cuda\lab2: CUDA Memory Model
• cuda\lab3: CUDA Advanced Host Management
• cuda\appendix: CUDA Nsight Tutorial

HLS Exercises

• hls\lab1: HLS Basics and hardware optimizations: Pipelining, Loop Fusion, Loop Unrolling and Array Partitioning
• hls\lab2: Tests on real development boards

(Optional)

• challenge: Parallelize the code with everything you learned and submit the result before 21 May 2021