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Authors: Sammy Rogmans 1 ; Philippe Bekaert 2 and Gauthier Lafruit 3

Affiliations: 1 Hasselt University – tUL – IBBT, Expertise centre for Digital Media; Multimedia Group, IMEC, Belgium ; 2 Hasselt University – tUL – IBBT, Expertise centre for Digital Media, Belgium ; 3 Multimedia Group, IMEC, Belgium

Keyword(s): High-level, Transformation, Rule set, GPU, Efficient.

Related Ontology Subjects/Areas/Topics: Applications ; Cardiovascular Imaging and Cardiography ; Cardiovascular Technologies ; Health Engineering and Technology Applications ; Image and Video Processing, Compression and Segmentation ; Multimedia ; Multimedia and Communications ; Multimedia Signal Processing ; Pattern Recognition ; Performance Measurement and Evaluation, Qos. ; Signal Processing ; Software Engineering ; Telecommunications

Abstract: This paper proposes a high-level rule set that allows algorithmic designers to optimize their implementation on graphics hardware, with minimal design effort. The rules suggest possible kernel splits and merges to transform the kernels of the original design, resulting in an inter-kernel rather then low-level intra-kernel optimization. The rules consider both traditional texture caches and next-gen shared memory – which are used in the abstract stream-centric paradigms such as CUDA and Brook+ – and can therefore be implicitly applied in most generic streaming applications on graphics hardware.

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Paper citation in several formats:
Rogmans, S.; Bekaert, P. and Lafruit, G. (2009). A HIGH-LEVEL KERNEL TRANSFORMATION RULE SET FOR EFFICIENT CACHING ON GRAPHICS HARDWARE - Increasing Streaming Execution Performance with Minimal Design Effort. In Proceedings of the International Conference on Signal Processing and Multimedia Applications (ICETE 2009) - SIGMAP; ISBN 978-989-674-007-8, SciTePress, pages 38-43. DOI: 10.5220/0002188400380043

@conference{sigmap09,
author={Sammy Rogmans. and Philippe Bekaert. and Gauthier Lafruit.},
title={A HIGH-LEVEL KERNEL TRANSFORMATION RULE SET FOR EFFICIENT CACHING ON GRAPHICS HARDWARE - Increasing Streaming Execution Performance with Minimal Design Effort},
booktitle={Proceedings of the International Conference on Signal Processing and Multimedia Applications (ICETE 2009) - SIGMAP},
year={2009},
pages={38-43},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002188400380043},
isbn={978-989-674-007-8},
}

TY - CONF

JO - Proceedings of the International Conference on Signal Processing and Multimedia Applications (ICETE 2009) - SIGMAP
TI - A HIGH-LEVEL KERNEL TRANSFORMATION RULE SET FOR EFFICIENT CACHING ON GRAPHICS HARDWARE - Increasing Streaming Execution Performance with Minimal Design Effort
SN - 978-989-674-007-8
AU - Rogmans, S.
AU - Bekaert, P.
AU - Lafruit, G.
PY - 2009
SP - 38
EP - 43
DO - 10.5220/0002188400380043
PB - SciTePress

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