A half-day GPGPU tutorial session was given by Dominik Göddeke and Robert Strzodka in conjunction with the ICCS 2006 conference in Reading, UK. After a comprehensive introduction to the GPU programming model with many examples,possibilities to increase performance and accuracy in GPGPU applications were presented. (Slides and tutorial code)