Basics of CUDA

Abstract

Graphics processing units (GPU) were originally developed to perform calculations related to graphics; however, GPUs are widely used to process scientific and technical calculations because they realize performance in highly parallel computing. NVIDIA’s programming environment includes the compute unified device architecture (CUDA), which is a programming model that applies GPUs for general calculations. This chapter introduces the CUDA programming model and basic usage through sample programs.