It talks about a 100x speed up but it seems to go from 5sec to 1sec?
I suppose for 100x the slow case would be too boring.
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It depends on your hardware setup as well. I see 9000ms for the CPU and 100ms for the GPU with a GTX 1080 at 16 nodes.