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Computation is divided into two sequential phases.
Since the computation is divided into two different parts, the image should be arranged in two components: the odd component of the image and the even one.
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The computation zone is divided into two fields.
When the number of used CPU doubles, the computation time is divided by two.
The computation domain is divided into minor three dimensional girds 0.5 m × 0.5 m × 0.5 m.
Fortunately, newer versions of NONMEM support parallel analysis in which the computation workload is divided and distributed to multiple CPUs that execute the job in parallel.
Unlike other parallel computing frameworks, which require application developers explicitly manage inter-process communication, computation in MapReduce is divided into two major phases called map and reduce, separated by an internal shuffle phase of the intermediate results (Fig. 1), and the framework automatically executes those functions in parallel over any number of processors.
Using parallel computing to decompose the computational workload to accelerate the execution time, the message passing interface (MPI) paradigm is well suited for handling computations when a task is divided into subtasks.
The computation of optimum experimental designs is divided into two experiments.
At first, the computation which is required for the major loop is obtained as 22NM + 9M + N. Next, the amount of computation in the QP loop is divided into fixed and variable partsg; there are (6M + 2 N + 2M2 + M operations which are performed in parts numerated by 1, 2, 4 and 5 in every iterations.
We want to remark that we use four decomposition levels in order to compute the 3D-DWT, and the computation of each wavelet decomposition level is divided into two main steps: in the first step, the 2D-DWT is applied to each frame of the current GOP, and in the second step, the 1D-DWT is performed to consider the temporal axis.
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CEO of Professional Science Editing for Scientists @ prosciediting.com