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Loop Transformations for Restructuring Compilers: The Foundations

โœ Scribed by Utpal Banerjee


Publisher
Kluwer Academic Publishers Group
Year
1993
Tongue
English
Leaves
319
Edition
1
Category
Library

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โœฆ Synopsis


Automatic transformation of a sequential program into a parallel form is a subject that presents a great intellectual challenge and promises great practical rewards. There is a tremendous investment in existing sequential programs, and scientists and engineers continue to write their application programs in sequential languages (primarily in Fortran),but the demand for increasing speed is constant. The job of a restructuring compiler is to discover the dependence structure of a given program and transform the program in a way that is consistent with both that dependence structure and the characteristics of the given machine. Much attention in this field of research has been focused on the Fortran do loop. This is where one expects to find major chunks of computation that need to be performed repeatedly for different values of the index variable. Many loop transformations have been designed over the years, and several of them can be found in any parallelizing compiler currently in use in industry or at a university research facility. Loop Transformations for Restructuring Compilers: The Foundations provides a rigorous theory of loop transformations. The transformations are developed in a consistent mathematical framework using objects like directed graphs, matrices and linear equations. The algorithms that implement the transformations can then be precisely described in terms of certain abstract mathematical algorithms. The book provides the general mathematical background needed for loop transformations (including those basic mathematical algorithms), discusses data dependence, and introduces the major transformations. The next volume will build a detailed theory of loop transformations based on the material developed here. Loop Transformations for Restructuring Compilers: The Foundations presents a theory of loop transformations that is rigorous and yet reader-friendly.

โœฆ Table of Contents


Contents......Page all_6996_to_00016.cpc0004.djvu
Preface......Page all_11871_to_00302.cpc.djvu
Acknowledgments......Page all_11871_to_00302.cpc0005.djvu
I Mathematical Background......Page all_11871_to_00302.cpc0008.djvu
1.1 Introduction......Page all_11871_to_00302.cpc0009.djvu
1.2 Relations......Page all_11871_to_00302.cpc0010.djvu
1.3 Lexicographic Order......Page all_11871_to_00302.cpc0017.djvu
1.4 Digraphs......Page all_11871_to_00302.cpc0021.djvu
2.1 Introduction......Page all_11871_to_00302.cpc0026.djvu
2.2 Basic Definitions......Page all_11871_to_00302.cpc0031.djvu
2.3 Echelon Reduction......Page all_11871_to_00302.cpc0037.djvu
2.4 Diagonalization......Page all_11871_to_00302.cpc0045.djvu
2.5 Permutation Matrices......Page all_11871_to_00302.cpc0051.djvu
3.1 Introduction......Page all_11871_to_00302.cpc0054.djvu
3.2 Parts of a Number......Page all_11871_to_00302.cpc0057.djvu
3.3 Greatest Common Divisor......Page all_11871_to_00302.cpc0060.djvu
3.4 Diophantine Equations......Page all_11871_to_00302.cpc0064.djvu
3.5 Equations in Two Variables......Page all_11871_to_00302.cpc0071.djvu
3.6 Fourier's Method of Elimination......Page all_11871_to_00302.cpc0086.djvu
II Data Dependence......Page all_11871_to_00302.cpc0100.djvu
4.1 Introduction......Page all_11871_to_00302.cpc0101.djvu
4.2 Sequential Loop Nest......Page all_11871_to_00302.cpc0102.djvu
4.3 Dependence Definitions......Page all_11871_to_00302.cpc0107.djvu
5.1 Introduction......Page all_11871_to_00302.cpc0117.djvu
5.2 Dependence Equation......Page all_11871_to_00302.cpc0123.djvu
5.3 Dependence Constraints......Page all_11871_to_00302.cpc0128.djvu
5.4 Dependence Algorithm......Page all_11871_to_00302.cpc0133.djvu
5.5 Regular Loop Nest......Page all_11871_to_00302.cpc0142.djvu
5.6 Rectangular Loop Nest......Page all_11871_to_00302.cpc0152.djvu
III Loop Transformations......Page all_11871_to_00302.cpc0165.djvu
6.1 Introduction......Page all_11871_to_00302.cpc0166.djvu
6.2 Iteration Graph Partitioning......Page all_11871_to_00302.cpc0173.djvu
6.3 Unimodular Transformations......Page all_11871_to_00302.cpc0180.djvu
6.4 Loop Permutations......Page all_11871_to_00302.cpc0187.djvu
6.5 Loop Distribution......Page all_11871_to_00302.cpc0190.djvu
Appendix......Page all_11871_to_00302.cpc0197.djvu
Bibliography......Page all_11871_to_00302.cpc0295.djvu


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