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The current version concentrates on parallelism-related performance problems that arise from an inefficient usage of the parallel programming interfaces MPI and OpenMP, while ignoring individual CPU performance.
Fig. 5 Memory usage of the parallel implementations.
From the overall design consideration of the DEKF algorithm and the consideration of maximum usage of the parallel resource, the multistream DEKF training is realized on a MasPar SIMD parallel machine.
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This strategy maximizes the usage of GPU parallel architecture and results in a significant speedup and robust solution quality.
Due to their size they very often require the usage of a parallel paradigm for efficient computation.
The vectorization allowed usage of optimized parallel libraries during forward and reverse passes which resulted in high speedups for the vectorized CPU version compared to the naive reference implementation.
Furthermore, all jobs are one-core jobs and the longer running ones are more often disturbed or interrupted than the short running jobs because of the parallel usage of the underlying compute nodes.
The complexity of operations exhibited by virtual screening encourages the usage of parallel computing techniques to tackle them.
Although proven useful, the usage of parallel imaging results in reduced signal-to-noise ratio (SNR) due to the acceleration factor, the geometric factor of the different coil elements, and the k-space filling trajectory.
The coreceptor usage of the residual virus was determined genotypically in parallel with its quantification.
The baseline of the usage of above medication were parallel between the LC group and the control group in all of the studies.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com