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The only significant memory requirement is what is required to store the reference alignment.
In some situations, this memory requirement is prohibitive.
However, memory requirement is no longer such a major issue in modern computing.
Its memory requirement is asymptotically optimal, i.e., Θ logn) bits per processes.
Comprehensive numerical experiments on benchmark problems and the training of two popular neural network systems verify that the new compact algorithm is capable of maintaining the high performance while the memory requirement is significantly reduced.
Comparison of the performance of the DTF and DTM tests for sequences having the same ordering (WWS or SSW) revealed that d′ estimates tended to be higher for the DTF, despite the suggestion that the memory requirement is reduced in the DTM.
Similar(34)
This memory requirement was more than three orders of magnitude less than would be needed in a standard, a priori table.
The memory requirement was also measured using the peak and total memory [49].
The maximum memory requirement was 52 MB for DIST, ∼9500 MB for IMPUTE2 and 5300 MB for PLINK.
Therefore, such small growth of memory requirement was acceptable compared to the large improvement on time efficiency achieved by our algorithm.
This impact on total memory requirements is discussed further in Section 5.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com