| Item type |
SIG Technical Reports(1) |
| 公開日 |
2018-07-23 |
| タイトル |
|
|
タイトル |
Towards Portable High Performance in Python: Transpilation, High-Level IR, Code Transformations and Compiler Directives |
| タイトル |
|
|
言語 |
en |
|
タイトル |
Towards Portable High Performance in Python: Transpilation, High-Level IR, Code Transformations and Compiler Directives |
| 言語 |
|
|
言語 |
eng |
| キーワード |
|
|
主題Scheme |
Other |
|
主題 |
プログラミング環境 |
| 資源タイプ |
|
|
資源タイプ識別子 |
http://purl.org/coar/resource_type/c_18gh |
|
資源タイプ |
technical report |
| 著者所属 |
|
|
|
Tokyo Institute of Technology／National Institute of Advanced Industrial Science and Technology |
| 著者所属 |
|
|
|
National Institute of Advanced Industrial Science and Technology |
| 著者所属 |
|
|
|
Tokyo Institute of Technology／National Institute of Advanced Industrial Science and Technology |
| 著者所属 |
|
|
|
RIKEN Center for Computational Science／Tokyo Institute of Technology／National Institute of Advanced Industrial Science and Technology |
| 著者所属(英) |
|
|
|
en |
|
|
Tokyo Institute of Technology / National Institute of Advanced Industrial Science and Technology |
| 著者所属(英) |
|
|
|
en |
|
|
National Institute of Advanced Industrial Science and Technology |
| 著者所属(英) |
|
|
|
en |
|
|
Tokyo Institute of Technology / National Institute of Advanced Industrial Science and Technology |
| 著者所属(英) |
|
|
|
en |
|
|
RIKEN Center for Computational Science / Tokyo Institute of Technology / National Institute of Advanced Industrial Science and Technology |
| 著者名 |
Mateusz, Bysiek
Mohamed, Wahib
Aleksandr, Drozd
Satoshi, Matsuoka
|
| 著者名(英) |
Mateusz, Bysiek
Mohamed, Wahib
Aleksandr, Drozd
Satoshi, Matsuoka
|
| 論文抄録 |
|
|
内容記述タイプ |
Other |
|
内容記述 |
We present a method for accelerating the execution of Python programs. We rely on just-in-time automatic code translation and compilation with Python itself being used as a high-level intermediate representation. We also employ performance-oriented code transformations and compiler directives to achieve high performance portability while enabling end users to keep their codebase in pure Python. To evaluate our method, we implement an open-source transpilation framework with an easy-to-use interface that achieves performance better than state-of-the-art methods for accelerating Python. |
| 論文抄録(英) |
|
|
内容記述タイプ |
Other |
|
内容記述 |
We present a method for accelerating the execution of Python programs. We rely on just-in-time automatic code translation and compilation with Python itself being used as a high-level intermediate representation. We also employ performance-oriented code transformations and compiler directives to achieve high performance portability while enabling end users to keep their codebase in pure Python. To evaluate our method, we implement an open-source transpilation framework with an easy-to-use interface that achieves performance better than state-of-the-art methods for accelerating Python. |
| 書誌レコードID |
|
|
収録物識別子タイプ |
NCID |
|
収録物識別子 |
AN10463942 |
| 書誌情報 |
研究報告ハイパフォーマンスコンピューティング（HPC）
巻 2018-HPC-165,
号 38,
p. 1-7,
発行日 2018-07-23
|
| ISSN |
|
|
収録物識別子タイプ |
ISSN |
|
収録物識別子 |
2188-8841 |
| Notice |
|
|
|
SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc. |
| 出版者 |
|
|
言語 |
ja |
|
出版者 |
情報処理学会 |
IPSJ-HPC18165038.pdf (798.2 kB)
