Model-driven autotuning of sparse matrix-vector multiply on GPUs
Abstract
We present a performance model-driven framework for automated performance tuning (autotuning) of sparse matrix-vector multiply (SpMV) on systems accelerated by graphics processing units (GPU). Our study consists of two parts.