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But in addition to the squared magnitude computation, the square-root approximation requires additional LUTs and a linear interpolation calculation.
The proposed amplitude approximation has lower complexity than the squared magnitude computation and a performance that is close to the ideal amplitude-indexed LUT predistorter.
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Meanwhile, graphic processing units (GPUs) are recently exploited in high performance computing because a GPU provides one or two orders of magnitude faster computation than a CPU does.
Both methods predict virtually identical probability distributions for the resulting species concentrations as a function of time, with DEMM requiring approximately two orders of magnitude less computation time than the corresponding MC simulation.
This would mean that for many reaction-diffusion scenarios one can roughly expect three orders of magnitude shorter computation times.
Consequently, although both address a NP-hard problem, finding a maximum clique requires an order of magnitude less computation time.
> The domain expansion strategy coupled with dichotomic search by domain bisections allowed us to gain two orders of magnitude of computation time on the biggest models.
This algorithm improves upon the current best algorithm in terms of asymptotic complexity for the parameter regime of interest; we also describe a branch-and-bound algorithm that saves orders of magnitude in computation on real data sets.
We demonstrate that accurate counting within 1%3%% relative error can be achieved with orders of magnitude reduction in computation, compared with an exhaustive enumeration-based approach.
The proposed techniques offer at least an order of magnitude reduction in computation time compared to baseline Monte Carlo Simulation for all of the cases investigated.
The order of magnitude of the computation time necessary to simulate first-order scattering images amounts to hours with a PC architecture and can even be decreased down to minutes, if only a profile is computed (along a linear detector).
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