Title
High-level semantic optimization of numerical codes
Abstract
This paper presents a mathematical framework to exploitthe semantic properties of matrix operations inloop-based numerical codes. The heart of this frameworkis an algebraic language called the Abstract MatrixForm which a compiler can use to reason aboutmatrix computations in terms of loop nests, high-levelmatrix operations, and intermediate forms. We demonstratehow this framework may be used to detect andexploit matrix products in loop-based languages suchas FORTRAN and MATLAB, and...
Year
DOI
Venue
1999
10.1145/305138.305230
International Conference on Supercomputing 2006
Keywords
Field
DocType
numerical code,high-level semantic optimization,instruction level parallelism,register allocation
Instruction-level parallelism,Programming language,Instruction scheduling,Register allocation,Computer science,Parallel computing
Conference
ISBN
Citations 
PageRank 
1-58113-164-X
29
2.48
References 
Authors
11
2
Name
Order
Citations
PageRank
Vijay Menon119113.11
Keshav Pingali23056256.64