Statistical Models for Empirical Search-Based Performance Tuning

Richard W. Vuduc, James Demmel, Jeff A. Bilmes

Abstract: Achieving peak performance from the computational kernels that dominate application performance often requires extensive machine-dependent tuning by hand. Automatic tuning systems have emerged in r...