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GPU acceleration is employed for dense and sparse linear algebra, while communication is minimized by a judicious data layout.
These studies rely on the appropriate use of emerging techniques coupled with judicious data interpretation to a large extent.
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Note that a judicious amount of data should be transferred to the central server in order to minimize the cost.
In the words of Prof. Egbert Haverkamp-Begemann of New York's Institute of Fine Arts, it "combines new insights with judicious reformulation of known data".
One scientist involved in the research, David A. McCarron, a longtime food industry consultant, said ConAgra's lower estimate stemmed from its more judicious use of hypertension data.
In the meantime, the lack of comprehensive population health and demographic data necessitates judicious use of the available data sources.
The sum rule constitutes a judicious choice as a data-independent, static combination function that does not require any training.
That means spending adequate time gathering information and using actual research data to guide judicious ordering of tests and prescribing of treatment.
More than 75%% of the differences in estimates between consecutive multi-year surveys are likely to have occurred as a result of sampling error, suggesting that researchers should be judicious when interpreting overlapping survey data as reflective of real changes in socioeconomic conditions.
The judicious interpretation and extrapolation of data derived from these models to humans, and a correspondingly greater emphasis placed on translational medical research in early stage clinical trials, are essential to improve on the current clinical attrition rates for novel oncology therapeutic agents.
Judicious feature selection in microarray data analysis can result in significant reduction of cost while maintaining or improving the classification or prediction accuracy of learning machines that are employed to sort out the datasets.
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