Automatic Generation of Block-Recursive Codes

摘要

Block-recursive codes for dense numerical linear algebra computations appear to be well-suited for execution on machines with deep memory hierarchies because they are effectively blocked for all levels of the hierarchy. In this paper, we describe compiler technology to translate iterative versions of a number of numerical kernels into block-recursive form. We also study the cache behavior and performance of these compiler generated block-recursive codes.