GPU Programming using CUDA

Research & Science
GPU Programming using CUDA

Abstract

The course provides an introduction to the programming language CUDA which is used to write fast numeric algorithms for NVIDIA graphics processors (GPUs). Focus is on the basic usage of the language, the exploitation of the most important features of the device (massive parallel computation, shared memory, texture memory) and efficient usage of the hardware to maximize performance. An overview of the available development tools and the advanced features of the language is given.

General Information

Agenda

08:30   Registration
09:00   Basics
09:45   Exercise (vector addition)
10:15   Coffee Break
10:30   Performance Optimization I
11:00   Exercise (coalesced accesses)
11:30   Coffee Break
11:45   Shared Memory
12:10   Exercise (Scalar Product)
12:45   Lunch Break
13:35   Texture Memory
14:00   Exercise (Heat 2D)
14:35   Coffee Break
14:50   Performance Optimization II
15:20   Exercise (Dense Matrix Multiplication)
16:05   Coffee Break
16:20   Debugging and Profiling
16:40   Exercise (CUDA-GDB and Visual Profiler)
17:00   Advanced Features
17:30   Exercise (Advanced Features)
18:00   End

Language

German

Teachers

Dr. Oliver Mangold from HLRS

Registration

Registration is closed (because the course is full).
There is an additional CUDA course on July 12-13, 2010 with nearly same content.
To get early informations about future courses, you may register to our e-mail list also via the online registration form

Deadline

for registration is May 31, 2010

Fee

Members of German universities and public research institutes: none,
others: 300 EUR (includes food and drink at coffee breaks, will be collected on the first day of the course, cash only)

Prerequisites

Programming experience in C, some knowledge about parallel programming

Links

Additional information can be found, e.g., at
CUDA (wiki)

Travel-Info Stuttgart

See HLRS address and travel-info. The next public transport stations are: "Universität, Stuttgart" (S-Bahn station, 15 min on foot) and "Lauchhau, Stuttgart" (Bus station, 4 min on foot to HLRS, bus lines 84, 92, 746, 747, 748, but not 82! from S-Bahn station "Universität, Stuttgart" and bus line 81 from S-Bahn station "Stuttgart-Vaihingen").
Accomodation: see HLRS accomodation-info. Private Bed&Breakfast is also available (might be cheaper than the hotels), e.g., www.nd-bed-breakfast.de. A DJH youth hostel is also available.
Further links: Online-Stadtplan des Stadtmessungsamtes Stuttgart or www.city-map.de.

CONTACT

Rolf Rabenseifner
phone 0711 685 65530
rabenseifner@hlrs.de