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Why DGL-KE is much faster than GraphVite and PBG? #80

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artiit opened this issue Apr 21, 2020 · 1 comment
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Why DGL-KE is much faster than GraphVite and PBG? #80

artiit opened this issue Apr 21, 2020 · 1 comment

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@artiit
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artiit commented Apr 21, 2020 •
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According Performance and Scalability in README, DGL-KE is much faster than GraphVite and
PBG, even with single GPU. Since GraphVite also using GPUs to speedup, what are the main reasons for these improvements?
@zheng-da
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I believe PBG doesn't work for GPUs. Our DGL-KE paper describes all of the optimizations we used to speed up the training.

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@zheng-da @artiit