Implementing an embedded GPU language by combining translation and generation

Summary, in English

Dynamic languages typically allow programs to be written at a very high level of abstraction. But their dynamic nature makes it very hard to compile such languages, meaning that a price has to be paid in terms of performance. However under certain restricted conditions compilation is possible. In this paper we describe how a domain specific language for image processing in Python can be compiled for execution on high speed graphics processing units. Previous work on similar problems have used either translative or generative compilation methods, each of which has its limitations. We propose a strategy which combine these two methods thereby achieving the benefits of both. Copyright 2006 ACM.

• Författare: Calle Lejdfors; Lennart Ohlsson
• Avdelning/ar: Institutionen för datavetenskap; Parallella System
• Publiceringsår: 2006
• Språk: Engelska
• Sidor: 1610-1614
• Publikation/Tidskrift/Serie: Proceedings of the ACM Symposium on Applied Computing
• Volym: 2
• Länkar: http://dx.doi.org/10.1145/1141277.1141654
• Dokumenttyp: Konferensbidrag
• Förlag: Association for Computing Machinery (ACM)
• Ämne: Computer Science
• Nyckelord: Graphics processing units (GPU); Compilation; Dynamic languages; Generative techniques
• Conference name: 2006 ACM Symposium on Applied Computing
• Conference date: 2006-04-23 - 2006-04-27
• Conference place: Dijon, France
• Status: Published
• ISBN/ISSN/Övrigt: ISBN: 1595931082