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Re:Lessons Learned from Benchmarking Fast Machine Learning A... by yorwba on Wednesday July 26, 2017 @12:52AM (#14853723)
There are fast parallel sorting algorithms that should be able to take advantage of GPUs. Maybe they didn't implement them?
Re:Lessons Learned from Benchmarking Fast Machine Learning A... by hoaphumanoid on Wednesday July 26, 2017 @01:31AM (#14853846)
The LightGBM implementation on GPU is based on this paper: https://arxiv.org/abs/1706.08359 they use several smart techniques to make the computation faster. One is how they create histograms of features that are computed in parallel in the GPU