It appears that these algorithms aren't a good candidate for a GPU. They require complicated consumer producers, and only run on the GPU in reduced mode which q

It appears that these algorithms aren't a good candidate for a GPU. They require complicated consumer producers, and only run on the GPU in reduced mode which questions the scientific merit. One wonders why the authors couldn't have arbitrarily expanded or reduced their data set or perhaps done their algorithm in two passes.