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- W1993235091 abstract "This paper presents the SECu-SVM algorithm for solving classification problems. It allows for a significant acceleration of the standard SVM implementations by transferring the most time-consuming computations from the standard CPU to the Graphics Processor Units (GPU). In addition, highly efficient Sliced EllR-T sparse matrix format was used for storing the dataset in GPU memory, which requires a very low memory footprint and is also well adapted to parallel processing. Performed experiments demonstrate an acceleration of 4–100 times over LibSVM. Moreover, in the majority of cases the SECu-SVM is less time-consuming than the best sparse GPU implementations and allows for handling significantly larger classification datasets." @default.
- W1993235091 created "2016-06-24" @default.
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- W1993235091 date "2015-02-01" @default.
- W1993235091 modified "2023-09-27" @default.
- W1993235091 title "GPU Accelerated SVM with Sparse Sliced EllR-T Matrix Format" @default.
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- W1993235091 doi "https://doi.org/10.1142/s0218213014500122" @default.
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