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However, since we use the pixel-wise processing manner and the SSR is searched for every processed pixel, the method is computationally expensive.
Table 1 Part-wise processing time (s) of the multi-GPU program.
This leads to a reduced complexity compared to sample-wise processing.
Cyclops allows straightforward organization and visualization of all data and tasks and allows both interactive and batch-wise processing.
This contrasts sharply with system design in the batch-wise processing industry, where flexibility has always had a high priority.
High-end GPUs and FPGAs are suitable for highly parallel complex algorithms such as pixel-wise processing.
This is almost twice less than MSElb for component-wise processing case (see data in Table 1).
As is well known, the use of discrete multi-tone (DMT) modulation in the VDSL system makes tone-wise processing of the received signals possible.
While choosing P=N=1, (35) describes the LMS algorithm in its most common form, the formulation presented here allows for block-wise processing of the data.
In this case, Orfeo ToolBox allows to connect the inner pipeline between applications, so that piece-wise processing is enabled throughout the chain of applications.
Unfortunately, all these approaches result in a significant increase of computational complexity compared to common OFDM processing, whose favorable property is to enable an independent subcarrier-wise processing.
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