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The principle of adaptive smoothing is to exploit the nonuniform convergence behavior of the numerical solution during the iterations to reduce the size of the computational domain and, subsequently, to reduce the total computing time.
When done this way, these calculations are insignificant to the total computing cost (({sim}2%)).
The total computing time is composed of four parts, which are sampling, bundling, optimizing, and restoring.
Let ({d_i}) ((i in S)) be the total computing resource of server i.
The total computing overhead is Θ(M), which is irrelative with grid size.
The total computing time of LC-SB-SA is only 1.3% of that of LC.
Similar(27)
More specifically, large systems of non-linear equations are solved in each time step by Newton iterations, typically contributing more than 80% of the total compute time.
Comparisons of energy expenditure were tested using total computed kilocalories (kcals) from the 20-minute treadmill tests.
For example, when we repeated the detection process in 1Mbp detection windows running in parallel on our cluster, the total compute only took 0.24 hours (wall time) or 0.40 hours (CPU time).
Moreover, this approach reduces and totals computing cycles significantly as compared to the existing multi-level architectures.
For this system, the total float computing capability of CPU is 89.6Gflops, and the total float computing capability of GPU is up to 1Tflops.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com