Name
Title | ||
|---|---|---|
Automatic tuning technique exploring within the hardware-specific constrained parameters |
Abstract | ||
|---|---|---|
This paper covers an efficient strategy for exploring the sampling parameters on auto-tuning processes. Byte/flop is considered as a performance indicator, and finding the best parameter is interpreted as an optimisation problem with some hardware-specific constrained conditions. In this work, we also evaluate the performance of various unrolled loops both in a rank-update operation and a matrix-vector multiplication which appear in a significant operation of an eigensolver. The tuned routines running on a single processor of a Hitachi SR8000 and a Fujitsu VPP5000 record 1080 MFLOPS and 8342 MFLOPS respectively. |
Year | DOI | Venue |
|---|---|---|
2005 | 10.1007/11666806_47 | LSSC |
Keywords | Field | DocType |
hitachi sr8000,significant operation,rank-update operation,automatic tuning technique,optimisation problem,efficient strategy,auto-tuning process,matrix-vector multiplication,best parameter,fujitsu vpp5000 record,performance indicator | Byte,Performance indicator,Matrix calculus,FLOPS,Computer science,Parallel computing,Algorithm,Automatic tuning,Multiplication,Sampling (statistics),Grid | Conference |
Volume | ISSN | ISBN |
3743 | 0302-9743 | 3-540-31994-8 |
Citations | PageRank | References |
0 | 0.34 | 4 |
Authors | ||
2 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Toshiyuki Imamura | 1 | 95 | 22.21 |
| Ken Naono | 2 | 8 | 5.74 |