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This, however, comes at the expense of runtime.
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The larger memory requirement of Mugsy on more divergent genomes is a limitation of the tool and an area that we may be able to improve at the expense of longer runtimes.
GraphCell improves state-of-the-art solutions, especially for larger problems, and it provides an alternative to our GPU Min min heuristic when more accurate solutions are needed, at the expense of an increased runtime.
Our results for several geometries with different levels of adaptations show that the binarized-octree generation method outperforms the linear-octree generation method in terms of runtime performance at the expense of only a slight increase in memory usage.
The requirement of acyclicity can be lifted (at the expense of a slight increase in runtime) by using different algorithms for finding single shortest hyperpaths [27], whereas the algorithm by Nielsen et al. assumes the hypergraph to be a B-hypergraph.
Coarser intervals (larger bins) will yield faster runtime at the expense of accuracy.
Changing the minimum match length in the compression phase would likely address this issue, yet likely at the expense of a significant fraction of the runtime performance gains.
When this technique is applied to A* with an admissible heuristic it yields substantial runtime savings, at the expense of sacrificing solution optimality.
Divya, author of Runtime.
After editing there were 2,061 metres of film, equal to 92 minutes of runtime.
The expense of pointless office visits?
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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