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Optimal input parameters are derived for the following matrix-based computations: matrix vector multiplication (Mv), matrix matrix multiplication (MM), and convolution.
However, this matrix-based framework neglects the prior structural information of the whole input space that is made up of all the matrix patterns.
Results, for all matrix-based computations and sizes tested, show that utilizing the derived optimal input parameters often yields the minimum execution time, and, at worst, execution time within 13.6% of the minimum.
The goal of this work is to derive input parameters which yield the minimum execution time for matrix-based computations executing on a GPU.
Matrix-based calibration curves were used to address matrix effects.
(e) Low-rank matrix-based approach [21].
In general, table-based, matrix-based and graph-based visualization methods exist.
Samsung obviously sees a big future for pen-based input.
Image-based input functions from the carotid with the HRRT.
Bezel-based input gestures are another big possibility here.
Keyboard and mouse-based input limit speed and interactivity.
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