DocumentCode
3244851
Title
Reducing 3D wavelet transform execution time through the Streaming SIMD Extensions
Author
Bernabé, Gregorio ; García, José M. ; González, José
Author_Institution
Dpto. Ingenieria y Tecnologia de Computadores, Murcia Univ., Spain
fYear
2003
fDate
5-7 Feb. 2003
Firstpage
49
Lastpage
56
Abstract
This paper focuses on reducing the execution time of the video compression algorithms based on the 3D wavelet transform. We present several optimizations that could not be applied by the compiler due to the characteristics of the algorithm. First, we use the Streaming SIMD Extensions (SSE) for some of the dimensions of the sequence (y and time), in order to reduce the number of floating point instructions, exploiting data level parallelism. Then, we apply loop unrolling and data prefetching to critical parts of the code, and finally the algorithm is vectorized by columns, allowing the use of SIMD instructions for the y dimension. Results show improvements of up to 1.54 over a version compiled with the maximum optimizations of the Intel CIC++ compiler Our experiments also show that, allowing the compiler to perform some of these optimizations (i.e. automatic code vectorization) causes performance slowdown which demonstrates the effectiveness of our optimizations.
Keywords
data compression; optimising compilers; parallel processing; parallelising compilers; performance evaluation; program control structures; storage management; transform coding; video coding; wavelet transforms; 3D wavelet transform; SSE; Streaming SIMD Extensions; automatic code vectorization; compiler; data level parallelism; data prefetching; execution time reduction; floating point instructions; loop unrolling; optimizations; performance slowdown; streaming SIMD extensions; video compression algorithms; Biomedical imaging; Constraint optimization; Discrete wavelet transforms; Image coding; Optimizing compilers; Parallel processing; Prefetching; Streaming media; Video compression; Wavelet transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Parallel, Distributed and Network-Based Processing, 2003. Proceedings. Eleventh Euromicro Conference on
Conference_Location
Genova, Italy
ISSN
1066-6192
Print_ISBN
0-7695-1875-3
Type
conf
DOI
10.1109/EMPDP.2003.1183565
Filename
1183565
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