High Performance Development for High End Computing with Python ...
 | Name : High Performance Development for High End Computing with Python ... File Type : Size : 179 KB |
High Performance Development for High End Computing with Python Language Wrapper (PLW) Piotr Luszczek Jack Dongarra May 1, 2006 Abstract This paper presents a design and implementation of a system that leverages interactive scripting environment to the needs of scientific computing. The system allows seamless translation of high level script codes to highly optimized native language executables that can be ported to parallel systems with high performance hardware and potential lack of the scripting language interpreter. Performance results are given to show various usage scenarios that vary in terms of invested programmers effort and resulting performance gains. 1 Introduction The essential idea of PLW is to bring Rapid Application Development (RAD) style to scientific computing by leveraging the agility of the Python language and a number of compilation techniques to accommodate various High End Computing (HEC) environments. The solution-oriented nature of Python invites fast prototyping and interactive creation of applications with surprisingly short time-to-solution. However, the Ebook Relate: computing ebook language ebook performance ebook python ebook development ebook end computing ebook high end ebook python language ebook the agility ebook the python language ebook computing with python ebook end computing with ebook |
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