Wavefront Parallel Processing on GPUs with an Application to Video Encoding Algorithms

Abstract

In this paper, we present our experiences in designing, implementing and evaluating efficient applications of the wavefront pattern for block-level motion estimation in video encoding algorithms using OpenCL™ kernels on Intel® Processor Graphics™. We implement multiple solutions exploring different performance considerations, evaluate their pros and cons, present performance data, and provide our recommendations.