Compiling Parallel Loops for High Performance Computers: Partitioning, Data Assignment, and Remapping - Couverture rigide

Hudak, David E.; Abraham, Santosh G.

9780792392835: Compiling Parallel Loops for High Performance Computers: Partitioning, Data Assignment, and Remapping

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ISBN 10 : 0792392833 ISBN 13 : 9780792392835

Editeur : Springer, 1992

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4. 2 Code Segments . . . . . . . . . . . . . . . 96 4. 3 Determining Communication Parameters . 99 4. 4 Multicast Communication Overhead - 103 4. 5 Partitioning . . . . . . - 103 4. 6 Experimental Results . 117 4. 7 Conclusion. . . . . . . - 121 5 COLLECTIVE PARTITIONING AND REMAPPING FOR MULTIPLE LOOP NESTS 125 5. 1 Introduction. . . . . . . . . 125 5. 2 Program Enclosure Trees. . 128 5. 3 The CPR Algorithm . . 132 5. 4 Experimental Results. . 141 5. 5 Conclusion. . 146 BIBLIOGRAPHY. 149 INDEX . . . . . . . . 157 LIST OF FIGURES Figure 1. 1 The Butterfly Architecture. . . . . . . . . . 5 1. 2 Example of an iterative data-parallel loop . . 7 1. 3 Contiguous tiling and assignment of an iteration space. 13 2. 1 Communication along a line segment. . . 24 2. 2 Access pattern for the access offset, (3,2). 25 2. 3 Decomposing an access vector along an orthogonal basis set of vectors. . . . . . . . . . . . . . . . . . . 26 2. 4 An analysis of communication patterns. 29 2. 5 Decomposing a vector along two separate basis sets of vectors. 31 2. 6 Cache lines aligning with borders. 33 2. 7 Cache lines not aligned with borders. 34 2. 8 nh is the difference of nd and nb. 42 2. 9 nh is the sum of nd and nb. 42 2. 10 The ADAPT system. 44 2. 11 Code segment used in experiments. . 46 2. 12 Execution rates for various partitions. 47 2. 13 Execution time of partitions on Multimax. 48 2. 14 Performance increase as processing power increases. 49 2. 15 Percentage miss ratios for various aspect ratios and line sizes.

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�diteur: Springer
Date d'�dition: 1992
Langue: anglais
ISBN 10: 0792392833
ISBN 13: 9780792392835
Reliure: Reli�
Nombre de pages: 159
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Compiling Parallel Loops for High Performance Computers: Partitioning, Data Assignment and Remapping (The Springer International Series in Engineering and Computer Science, 200)

Hudak, David E.

Edit� par Springer, 1992

ISBN 10 : 0792392833 ISBN 13 : 9780792392835

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Compiling Parallel Loops for High Performance Computers: Partitioning, Data Assignment and Remapping

Hudak, David E., Abraham, Santosh G.

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ISBN 10 : 0792392833 ISBN 13 : 9780792392835

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Compiling Parallel Loops for High Performance Computers

David E. Hudak|Santosh G. Abraham

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Compiling Parallel Loops for High Performance Computers: Partitioning, Data Assignment and Remapping (The Springer International Series in Engineering and Computer Science, 200)

Hudak, David E.; Abraham, Santosh G.

Edit� par Springer, 1992

ISBN 10 : 0792392833 ISBN 13 : 9780792392835

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Compiling Parallel Loops for High Performance Computers

Santosh G. Abraham

Edit� par Springer US, Springer US Okt 1992, 1992

ISBN 10 : 0792392833 ISBN 13 : 9780792392835

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Buch. Etat : Neu. This item is printed on demand - Print on Demand Titel. Neuware -4. 2 Code Segments . . . . . . . . . . . . . . . 96 4. 3 Determining Communication Parameters . 99 4. 4 Multicast Communication Overhead 103 4. 5 Partitioning . . . . . . 103 4. 6 Experimental Results . 117 4. 7 Conclusion. . . . . . . 121 5 COLLECTIVE PARTITIONING AND REMAPPING FOR MULTIPLE LOOP NESTS 125 5. 1 Introduction. . . . . . . . . 125 5. 2 Program Enclosure Trees. . 128 5. 3 The CPR Algorithm . . 132 5. 4 Experimental Results. . 141 5. 5 Conclusion. . 146 BIBLIOGRAPHY. 149 INDEX . . . . . . . . 157 LIST OF FIGURES Figure 1. 1 The Butterfly Architecture. . . . . . . . . . 5 1. 2 Example of an iterative data-parallel loop . . 7 1. 3 Contiguous tiling and assignment of an iteration space. 13 2. 1 Communication along a line segment. . . 24 2. 2 Access pattern for the access offset, (3,2). 25 2. 3 Decomposing an access vector along an orthogonal basis set of vectors. . . . . . . . . . . . . . . . . . . 26 2. 4 An analysis of communication patterns. 29 2. 5 Decomposing a vector along two separate basis sets of vectors. 31 2. 6 Cache lines aligning with borders. 33 2. 7 Cache lines not aligned with borders. 34 2. 8 nh is the difference of nd and nb. 42 2. 9 nh is the sum of nd and nb. 42 2. 10 The ADAPT system. 44 2. 11 Code segment used in experiments. . 46 2. 12 Execution rates for various partitions. 47 2. 13 Execution time of partitions on Multimax. 48 2. 14 Performance increase as processing power increases. 49 2. 15 Percentage miss ratios for various aspect ratios and line sizes.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 180 pp. Englisch. N� de r�f. du vendeur 9780792392835

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Compiling Parallel Loops for High Performance Computers : Partitioning, Data Assignment and Remapping

Santosh G. Abraham

Edit� par Springer US, Springer US, 1992

ISBN 10 : 0792392833 ISBN 13 : 9780792392835

Neuf Couverture rigide

Vendeur : AHA-BUCH GmbH, Einbeck, Allemagne

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Buch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - 4. 2 Code Segments . . . . . . . . . . . . . . . 96 4. 3 Determining Communication Parameters . 99 4. 4 Multicast Communication Overhead 103 4. 5 Partitioning . . . . . . 103 4. 6 Experimental Results . 117 4. 7 Conclusion. . . . . . . 121 5 COLLECTIVE PARTITIONING AND REMAPPING FOR MULTIPLE LOOP NESTS 125 5. 1 Introduction. . . . . . . . . 125 5. 2 Program Enclosure Trees. . 128 5. 3 The CPR Algorithm . . 132 5. 4 Experimental Results. . 141 5. 5 Conclusion. . 146 BIBLIOGRAPHY. 149 INDEX . . . . . . . . 157 LIST OF FIGURES Figure 1. 1 The Butterfly Architecture. . . . . . . . . . 5 1. 2 Example of an iterative data-parallel loop . . 7 1. 3 Contiguous tiling and assignment of an iteration space. 13 2. 1 Communication along a line segment. . . 24 2. 2 Access pattern for the access offset, (3,2). 25 2. 3 Decomposing an access vector along an orthogonal basis set of vectors. . . . . . . . . . . . . . . . . . . 26 2. 4 An analysis of communication patterns. 29 2. 5 Decomposing a vector along two separate basis sets of vectors. 31 2. 6 Cache lines aligning with borders. 33 2. 7 Cache lines not aligned with borders. 34 2. 8 nh is the difference of nd and nb. 42 2. 9 nh is the sum of nd and nb. 42 2. 10 The ADAPT system. 44 2. 11 Code segment used in experiments. . 46 2. 12 Execution rates for various partitions. 47 2. 13 Execution time of partitions on Multimax. 48 2. 14 Performance increase as processing power increases. 49 2. 15 Percentage miss ratios for various aspect ratios and line sizes. N� de r�f. du vendeur 9780792392835

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