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Looks good! What performance gain could be expected when using GPU vs CPU for Deep Learning? It'd be great to get some figures.

Depends, of course, on the architecture but you could be looking at a ~x50 speedup.

Yes, you can't come up with a hard number, but a 10x speedup is really the baseline. 50x and more are not out of the question.