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This is really cool!

Now I'm trying to stop myself from finding an excuse to spend upwards of $30k on compute hardware...

if you have $30k to spare, I'm sure there are better options

Yeah, a couple of RTX Pro 6000 cards would blow this away and still leave him with money to spare.