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this...

nearly 95% of deeplearning github repos are "tested using cuda gpu - others, not so sure"

the only way to out-run nvidia is to have 3~10x better bang-for-buck.

Or AMD can just provide a "DIY unlimited gpu RAM upgrade" kit -- a lot of people are buying macstudio 128gb ram because of its "bigger ram-for-buck" than nvidia gpus



I heard apple m4 ultra using 256gb HBM for studio and pro, but I don’t buy it. The 256GB maybe. But a HBM memory control that would go unused on laptops doesn’t pass the smell test.




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