BSC Training Course: Heterogeneous Programming on GPUs with MPI & OmpSs

BSC Trainings

Date: 20/Mar/2024 Time: 09:30 - 21/Mar/2024 Time: 17:30

Place:

C6-E101, UPC Campus Nord, Barcelona

Target group: Level: INTERMEDIATE: for trainees with some theoretical and practical knowledge; those who finished the beginners course ADVANCED: for trainees able to work independently and requiring guidance for solving complex problems

Cost: There is no registration fee.

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Objectives

The tutorial will motivate the audience on the need for portable, efficient programming models that put less pressure on program developers while still getting good performance for clusters and clusters with GPUs.

More specifically, the tutorial will:

  • Introduce the hybrid MPI/OmpSs parallel programming model for future exascale systems
  • Demonstrate how to use MPI/OmpSs to incrementally parallelize/optimize:
    • MPI applications on clusters of SMPs, and
    • Leverage CUDA kernels with OmpSs on clusters of GPUs

Requirements

Prerequisites:
Good knowledge of C/C++
Basic knowledge of CUDA/OpenCL
Basic knowledge of Paraver/Extrae

 

Learning Outcomes

The students who finish this course will be able to develop benchmarks and simple applications with the MPI/OmpSs programming model to be executed in clusters and clusters of GPUs, and with the OmpSs@FPGA, to be executed on FPGA boards, like the Zedboard, or Xilinx ZCU102 and Alveo.

 

 

 

 

 

 

 

 

Academic Staff

Course Convener: Xavier Martorell

Lecturers:

BSC - Computer Sciences department

Xavier Teruel - Best Practices for Performance and Programmability - Recognised Researcher
Xavier Martorell - Programming Models - Parallel programming model - Group Manager

Materials

INTELLECTUAL PROPERTY RIGHTS NOTICE:

• The User may only download, make and retain a copy of the materials for his/her use for non‐commercial and research purposes.

• The User may not commercially use the material, unless has been granted prior written consent by the Licensor to do so; and cannot remove, obscure or modify copyright notices, text acknowledging or other means of identification or disclaimers as they appear.

• For further details, please contact BSC‐CNS patc [at] bsc [dot] es

Further information

BSC Training Courses do not charge fees.
NOTE: PLEASE BRING YOUR OWN LAPTOP.

CONTACT US for further details about MSc, PhD, Post Doc studies, exchanges and collaboration in education and training with BSC.
For further details about Postgraduate Studies in UPC - Barcelona School of Informatics (FiB), visit the website

Sponsor:
- BSC