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Performance tests show reasonable scaling on a parallel Beowulf cluster up to 64 CPUs, with up to 1.2 billion unknowns solved for in a few minutes.
Using this distributed approach we are able to get reasonable scaling efficiency (>80%) out to 12288 cores and up to 8 levels of AMR – independent of the use of threading.
The second condition, a reasonable scaling with the size of the system, prevents us from using highly sophisticated standard methods of MO-based quantum chemistry.
They found that a reasonable scaling was possible by drawing on observed allele frequencies and scaling the relationship matrix such that the diagonal elements averaged 1. Scaling the diagonal elements to average 1 is the same logic that we applied when constructing CRM2 from the NCD values.
A reasonable scaling may be obtained by using observed allele frequencies and re-scaling the genomic relationship matrix to obtain average diagonal elements of 1. Traditional genetic evaluation of livestock combines only phenotypic data and probabilities that genes are identical by descent using the pedigree information.
These companies typically demonstrate this evidence through a bottoms-up market analysis, starting with evidence achieved by the company and concluding with reasonable scaling assumptions supported by accurate research and trends.
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I can play around there on a reasonable scale.
Robust micro-organisms are far more suitable for manufacturing proteins at any reasonable scale - but that is not news.
A question for climate campaigners opposed to geo-engineering (by any name): Why not at least explore (and test on reasonable scales) such options.
"It's possible to put together a project of reasonable scale and have a huge impact on the neighborhood," Mr. Di Rita said.
With three young children, Leiter figures to be working out a reasonable scale for Tooth Fairy activities, but he has vowed that he will be there for much of it.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com