1/ With DeOldify being a real business now we invested in 4 Quadro RTX 8000 48GB video cards back in March. Expensive- definitely. Worth it? Totally. I'm now having the revelation of "oh...bigger models and bigger batches do help!" rather than endlessly chasing clever hacks.
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OK that makes sense. Thanks for the reply. So from the Tweet I just understood your first setup was 4 1080Ti, with what you implemented your first deoldify.
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Correct. And actually V1 and V2 were trained on single gpu configs (I used the four gpus to run parallel experiments). Now I use the four gpus in combination to squeeze extra capability in a single training session.
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