GPU Computing course

GPU Computing - Main

documentation - lab - project

This course is an elective course of the following VUB Master programs of the Faculty of Engineering: Computerwetenschappen, Toegepaste Computerwetenschappen, Computer Sciences en Applied Computers Sciences.
The course is given in the second semester.

Professor: Jan Lemeire jan.lemeire@vub.be; K.3.53

All information about the Labs and the GPU Project

Slides (based on OpenCL) (a lecturer who wants to use my slides can always contact me)

Lesson 1: The power of GPUs

Slides and document
Microbenchmark app and database: www.gpuperformance.org

Lesson 2: Programming GPUs.

Slides: master the 3 levels.

Document

Lesson 3: Architecture & Strategy.

Slides and document

Lesson 4: The Pipeline Model.

Slides - download simulator on doc-page

Paper on the mircobenchmarks [Lemeire et al., 2016]
Description of the microbenchmarks

Lesson 5: Performance Limiters.

Lesson 6: Programming GPUs with CYCL

Microbenchmark app and database: www.gpuperformance.org

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