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Software Automatic Tuning, From Concepts to State-of-the-Art Results 2010
- Ken Naono, Keita Teranishi, John Cavazos, Reiji Suda:
Software Automatic Tuning, From Concepts to State-of-the-Art Results. Springer 2010, ISBN 978-1-4419-6934-7
Introduction
- Reiji Suda, Ken Naono, Keita Teranishi, John Cavazos:
Software Automatic Tuning: Concepts and State-of-the-Art Results. 3-15
Achievements in Scientific Computing
- R. Clint Whaley:
ATLAS Version 3.9: Overview and Status. 19-32 - Yuta Sawa, Reiji Suda:
Autotuning Method for Deciding Block Size Parameters in Dynamically Load-Balanced BLAS. 33-48 - Daisuke Takahashi:
Automatic Tuning for Parallel FFTs. 49-67 - Yusaku Yamamoto, Takeshi Fukaya:
Dynamic Programming Approaches to Optimizing the Blocking Strategy for Basic Matrix Decompositions. 69-85 - Yusuke Ishikawa, Junichi Tamura, Yutaka Kuwajima, Takaomi Shigehara:
Automatic Tuning of the Division Number in the Multiple Division Divide-and-Conquer for Real Symmetric Eigenproblem. 87-101 - Serban Georgescu, Hiroshi Okuda:
Automatically Tuned Mixed-Precision Conjugate Gradient Solver. 103-119 - Ken Naono, Takao Sakurai, Masashi Egi:
Automatically Tuned Sparse Eigensolvers. 121-133 - Shoji Itoh, Masaaki Sugihara:
Systematic Performance Evaluation of Linear Solvers Using Quality Control Techniques. 135-152 - Sanjukta Bhowmick, Victor Eijkhout, Yoav Freund, Erika Fuentes, David E. Keyes:
Application of Alternating Decision Trees in Selecting Sparse Linear Solvers. 153-173 - Tamito Kajiyama, Akira Nukada, Reiji Suda, Hidehiko Hasegawa, Akira Nishida:
Toward Automatic Performance Tuning for Numerical Simulations in the SILC Matrix Computation Framework. 175-192 - Lakshminarasimhan Seshagiri, Meng-Shiou Wu, Masha Sosonkina, Zhao Zhang:
Exploring Tuning Strategies for Quantum Chemistry Computations. 193-208 - Katsuto Sato, Hiroyuki Takizawa, Kazuhiko Komatsu, Hiroaki Kobayashi:
Automatic Tuning of CUDA Execution Parameters for Stencil Processing. 209-228 - Hidehiro Kanemitsu, Gilhyon Lee, Hidenori Nakazato, Takashige Hoshiai, Yoshiyori Urano:
Static Task Cluster Size Determination in Homogeneous Distributed Systems. 229-252
Evolution to a General Paradigm
- Charles Audet, Cong-Kien Dang, Dominique Orban:
Algorithmic Parameter Optimization of the DFO Method with the OPAL Framework. 255-274 - Reiji Suda:
A Bayesian Method of Online Automatic Tuning. 275-293 - Takahiro Katagiri:
ABCLibScript: A Computer Language for Automatic Performance Tuning. 295-313 - Jin Zhou, Brian Demsky:
Automatically Tuning Task-Based Programs for Multicore Processors. 315-334 - Gennady Pekhimenko, Angela Demke Brown:
Efficient Program Compilation Through Machine Learning Techniques. 335-351 - Jaewook Shin, Mary W. Hall, Jacqueline Chame, Chun Chen, Paul D. Hovland:
Autotuning and Specialization: Speeding up Matrix Multiply for Small Matrices with Compiler Technology. 353-370
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