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In this paper we propose a model that employs both the estimated computation time and power consumption of each application kernel to find the best computing configuration for the whole application.
Had we been unable to split the problem into four segments, running this algorithm with 2 possibilities would have taken an estimated computation time on the order of millions of years.
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For the model evaluation, three indicators have been selected: instantaneous fuel use root mean square error, cumulated error and computation time in order to evaluate the accuracy both in cumulated and instantaneous fuel use and to estimate computation time of each model.
The significance of each of the mutual information values was estimated by computation of a z-score.
Uncertainty caused by subsampling the tissue by the test grid of frames was estimated by computation of CE providing confidence intervals for each individual Ki67-Count value.
Since each of the four gold standards has a large number of edges (>500), the variance in AUC due to different choices of edges for negative and positive labels is minimal and typically smaller than 0.001 AUC, as estimated by computation of AUC for 1,000 random choices of positive and negative labels.
The study shows comparative analysis of the reliability index computations by the method of FORM, SORM, importance sampling, Monte Carlo and estimate computation error.
As a 3D core model is necessary for a best-estimate computation of all the scenarios of the V1000CT benchmark, all participants were asked to develop their own core coupled 3D thermal-hydraulics/neutron kinetics models using the data available in the benchmark specifications and a common cross-section library.
In smaller scale, SParSE estimate computation or an ensemble of multilevel cross-entropy method simulations also can be parallelized.
compute_node_weight and compute_edge_weight are used to estimate the computation cost of an LP and the communication cost over the edge with its neighboring LPs.
Taking the complex multiplication into consideration, as illustrated in[19], the number of floating point operations (FLOPs) is used here to estimate the computation load of the algorithm.
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