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This is a big progress against the same benchmark run six months ago.
Using a high-resolution benchmark, we compare each closure's model of energy and enstrophy transfer to the actual transfer observed in the benchmark run.
In Figure 4, the green lines are the results from the benchmark run, which is the benchmark case for model calibration and verification.
Since releasing the resources is relatively instantaneous in contrast, we therefore consider times for booting and setup, and then benchmark run times for STREAM, Bonnie++, IOZone and LINPACK.
Recently, a benchmark run on the K computer has achieved 10% of the peak performance using five nodes (40 cores), and usage has been verified with 81,920 nodes (655,360 cores).
As an example, the model-data comparison of Ca, Cl, SO4, and TSS at LZ40 from 1 Oct 1999 to 30 Sept 2009 for 3,653 days is presented (Figure 4); the green lines are the results from the benchmark run, which is used for model calibration and verification.
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To clarify the power of MAM a series of benchmark runs are made for three examples using our implementation, MAPFEM.
In tests using R-benchmark-25.R, the use of R-MKL lead to a decrease in the runtime of the benchmark from 79s to 19s, and certain components of the benchmark ran up to 10x faster.
The performance of this new version of the algorithm is demonstrated using the SSCA#1 (Bioinformatics) benchmark running on one GPU and on up to four GPUs executing in parallel.
The OpenBenchmarking [22] website offers information from benchmark runs based around the Phoronix Test Suite.
The client node labeled YCSB Benchmark runs the ONDM framework or the native driver which are driven by the YCSB benchmarks discussed above.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com