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In this study, we implemented the GPU parallelization based on the design (a) because it enabled the highest degree of parallelism.
The speedup on the total execution time achieved in the former case) scales ideally with respect to the number of simulation engines, whereas a performance penalty is paid in the latter case) for the highest degree of parallelism and number of produced trajectories.
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For the HEVC parallel processing architecture, researchers have put forward a lot of parallel recommendations and improvement methods, involving a higher degree of parallelism encoding and decoding algorithm to improve the coding speed.
Because of the high degree of parallelism in the algorithm, designers can take full advantage of parallel processing in hardware while linearly scaling total throughput with available hardware resources.
To improve the efficiency of our calculation of Δ Fknotting – Δ Fknotting(0), we implemented the most computationally intensive part of our simulation algorithm on a GPU using CUDA, which allows for a high degree of parallelism but is restrictive in terms of the homogeneity of the parallel calculations.
Degree of parallelism Microarchitectures can accelerate algorithms with a high degree of parallelism.
In this paper, we examine one application that contains a very high degree of parallelism.
This saves FPGA-resources and allows an even higher degree of parallelism.
However, backprojection contains a high degree of parallelism, which makes it suitable for the implementation on reconfigurable devices.
In this architecture, both vectorization and a high degree of parallelism (240 threads) are required to achieve good performance.
First and foremost, an application that does not have a high degree of parallelism is generally not a good candidate.
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