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I wonder why you've not teamed up with some uni-lab, they usually have some hardware and also some free labor if you share credits. A single GPU also means, whatever your idea, it probably would have finished already on a CPU ;).



Good idea with the uni lab!

About CPU vs GPU: things seldom work out on first try. A GPU gives you much lower latency for trying out a series of ideas.




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