Introduction to GPU Programming with OpenACC

From HPC documentation portal

About the course

The Scientific Computing group at the IT department (UiB) in collaboration with NRIS (Norwegian Research Infrastructure Services) is offering a one-day physical teaching course on Introduction to GPU Programming. The course will be given by Dr. Hicham Agueny.

The course is designed for beginners in GPU-programming and who want to get familiar with available directives programming models with a special focus on the OpenACC offloading. The course does not require any basic knowledge in GPU-programming, but it is a requirement that the user has some basic programming experience with either Fortran or C. The course aims at providing an overview of the OpenACC model and guiding users towards its optimal use. The course will familiarise the users with the most needed constructs, clauses and runtime library routines via some practical numerical applications. The applications include solving partial differential equations, matrix multiplication, integration etc.

Prerequisites

The participants are expected to have

  • Basic programming experience with either Fortran or C
  • Basic Linux terminal experience

The course does not require any basic knowledge in GPU-programming

Expected Outcome of the course

By the end of this training course, the participants should be able to:

  • Recognise the necessity of GPU-programming.
  • Define different available programming models.
  • Get an overview of the GPU-architectures and compilers supporting OpenACC.
  • Determine the role of different constructs, clauses, and runtime library routines.
  • Compile and interpret the compiler flags and feedback messages.
  • Use appropriate constructs and clauses to offload compute regions to the GPU device.
  • Select and map regions of a code with the use of data locality concepts.
  • Implement OpenACC on simple numerical models.
  • Do code-profiling using NVIDIA Nsight Systems.

Registration

Please register here We have limited capacity of 30 participants. Registration closes on 24th March. The course is free of charge and is organised by the Scientific Computing group at UiB IT department in collaboration with NRIS (Norwegian Research Infrastructure Services). We do not provide travel costs.

Date & Time

29th March 2022 Tuesday 10:00 -15:30

Location

Media City Bergen, Seminar 2 (57702.110) Location map

Schedule

I General introduction 10:00-10:45

  • State-of-the-art supercomputers
  • Introduction to GPU-hardware
  • GPU-programming models and supports

Coffee break (10:45-11:00)

II Showcase: OpenACC and functionality 11:00 - 12:00

  • Synchronous OpenACC
  • Nsight Systems profiling
  • Asynchronous OpenACC

Lunch (12:00-13:00) Lunch will be served by the organisers

III. Hands-on + discussion 13:00- 15:30

Instructor

Hicham Agueny

Coordinator

Dhanya Pushpadas

Helper

Andreas Sæther Skeidsvoll

Course material

See the course material here in the documentation and pdf here

Preparations

The participants need to bring their own laptop to do hands-on exercises and we strongly recommend that these tools are installed beforehand

  1. A terminal application or command line interface
  2. A secure shell application (ssh/Putty)

If you need to install such tools, please see the pages of our course in October 2020.

A part of the training course is to perform profiling during the hands-on, especially, with the use of the NVIDIA Nsight Systems profiling tool. In order to speed up the visualization of the profiling analysis, we recommend installing the tool in your local system. The tool can be downloaded from here https://developer.nvidia.com/nsight-systems Let us know if you are experiencing any issues with the installation.

Community standards

We hope to make a good learning environment for everyone, and expect everyone to do their part for this. We follow carpentry code of conduct. If you believe there is a violation of the code of conduct, we ask you to report it directly or via email to the organisers.