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However, the exploitation phase of the CBO is weak due to not using a memory for saving the best-so-far solution in its formulation.
A primary drawback of the FP-growth based algorithms is to require the large size of main memory for saving the original database and intermediate projected databases.
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Thus, this work mainly focuses on reducing the memory requirements for saving the pdf models necessary for the arithmetic coder.
The number of codevectors (codebook size) and the memory requirements for saving the cdf models of FINAL and FS-ECVQ were demonstrated in Table 2.
First, the memory requirements for saving the predesigned pdf models will become infeasible as the number of states derived from (25) increases.
Therefore, we can efficiently decrease the memory requirements for saving the pdf models by merging the model pairs, which hold small enough mismatches, into a new pdf model with a negligible loss of the coding performance.
From information-theoretical perspective, df(G) represents the amount of memory required for saving all of the states of a CBN with DAG G. Since R (G | D n ) measures the class differences with respect to G, we can think of the scoring function (4) as an estimate of the degree of class separation per unit complexity.
The proposed method accelerates the Feldkamp, Davis, and Kress (FDK) algorithm using three techniques: (1) off-chip memory access reduction for saving the memory bandwidth; (2) loop unrolling for hiding the memory latency; and (3) multithreading for exploiting multiple GPUs.
Beware of the amount of memory (free slots) available for saving files.
Facebook says it will continue to incorporate options for saving memories within the Facebook app, as well.
Facebook says it will continue to incorporate options for saving memories within the Facebook app, as well.
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