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Many of these datastructures exploit great locality on a CPU since each thread of execution stays in a very constrained portion of the tree, but on a GPU with each thread traversing a completely different part of the tree you really need a beefy memory system to even keep up.
We also found evidence for stronger purifying selection in the N-terminal region versus the repetitive or C-terminal region, suggesting that the N-terminal region is the most constrained portion of the aciniform spidroin.
It is interesting to note that almost all species-specific substitutions are placed in the C- and N-terminal portions of the secreted peptides: since these are the most strongly differentiated regions among the three paralogs, it is likely that these regions might be the least constrained portions of the three proteins.
He stayed in a constrained position on the side.
A Constrained Optimization of Customized Temporal Discounts.
In a constrained manner we argued back and forth.
"I was having to write in a constrained way.
And equity is a constrained resource, especially in a recession.
Today, Mother Nature is working within a constrained environment in the lower Mississippi.
"We're still in a constrained world," said Guy F. Caruso, the energy agency's administrator.
"The first is that we are dealing in a constrained supply situation".
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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