cuda_2017 - Training
CSC Koulutukset ja tapahtumat ovat muuttaneet
Löydät tulevat koulutukset ja tapahtumat osoitteesta www.csc.fi/asiakaskoulutus.
Tämä sivusto on arkistoversio eikä sitä enää päivitetä
Päiväys: | 18.05.2017 9:00 - 20.05.2017 17:00 |
Location details: | The event is organised at the CSC Training Facilities located in the premises of CSC at Keilaranta 14, Espoo, Finland. The best way to reach us is by public transportation; more detailed travel tips are available. |
Kieli: | english-language |
lecturers: |
Sebastian von Alfthan
Sami Ilvonen
Fredrik Robertsen |
Hinta: |
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The fee covers all materials, lunches as well as morning and afternoon coffees. |
Practicalities: event-support@csc.fi
Description
This course gives basic to intermediate level knowledge on CUDA programming. The course first gives a basic introduction to writing GPU applications using CUDA. Building on this more advanced topics are introduced that enable one to write efficient CUDA applications, including asynchronous execution with streams, utilizing Nvidia performance tools and how to write efficient kernels. Finally multi-GPU programming and new CUDA features will be discussed.
Learning outcome
After the course participants should be able to write simple CUDA programs that utilize multiple GPUs.
Prerequisites
TENTATIVE
Day 1: Wednesday, May 17 (9:00 - 16:00)
- Introduction to GPU programming
- CUDA programming I: programming model & memory model
- Nvidia tools for performance analysis and debugging
- CUDA programming II: further topics on basic CUDA programming
Day 2: Thursday, May 18 (9:00 - 16:00)
- Cuda programming III: Streams and asynchronous execution
- Cuda programming IV: Optimizing kernel performance
- Advanced CUDA features I: Unified memory, Lambdas and new capabilities in Pascal
Day 3: Friday, May 19 (9:00 - 16:00)
- Advanced CUDA features II: Dynamic parallelism
- Multi-GPU programming
- Multi-GPU programming with MPI