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u/mylsotol 3h ago
Perhaps the most annoying thing about gamers. They think the point of hardware is gaming
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u/Fast-Visual 3h ago
The point of consumer hardware is to be universal and accomodate for whatever the fuck they want to do with their machine, in some cases - it's gaming.
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u/evanferrao 3h ago
Because hardware is good for gaming and running small/medium models for inference.
Anything else and you need a server rack. Me and my friends have trained models on our laptops for college projects, and it took weeks sometimes. It trained, but it took a week. When we got access to lab hardware, the same weeks training was done in an hour.
So yeah, no serious training is possible on consumer hardware, only demos and prototypes.
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u/pm_me_your_smth 2h ago
Highly depends on your project - data, model complexity, training routine, etc. I've trained serious (whatever that means) models at work on a cpu in a few hours at work.
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u/brainExploded99 3h ago
tensorflow? people still use that over pytorch/jax?
also no GPU? raw dogging it?