For cases where margin data exceeds new arriving data, i.e. when
Margin_samples > TP_INPUT_WINDOW_VSIZE
margin will be implemented as a separate buffer, internal to the kernel that operates on it.
As a result, the input buffers will not be extended by margin data.
Note
Internal Margin handling is not supported on AIE-ML device.