this post was submitted on 13 Jul 2023
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Well, I hope you succeed in finding a way to do it, but again, it's going to be hard to find tools and information to accomplish this. Since using the CPU for training is ineffective, most existing software is oriented toward GPU-based training.
You're not wrong that if you could find the software and if you were willing to wait long enough you'd get the same results but getting to that point isn't so easy. Also, it maybe not be an effective use of time/money: after all, if you could train your model in... I don't know, several weeks on CPU and it takes a lot of effort to develop/find the resources or you could spent $4 to rent an A100 for two hours why take the former approach? You might spend as much just in electricity running all threads on the CPU at 100% for an extended time.