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Optimal Convergence

Posted: Thu Oct 22, 2020 2:11 am
by BrokenClock

At what point is the graph gonna get as good as its gonna get? I don't think my graph is gonna get much better and at what point am I over training?

I know I should use the preview to determine when I'm done, but at what point, roughly speaking, is it as good as its gonna get?


Re: Optimal Convergence

Posted: Thu Oct 22, 2020 2:40 am
by abigflea

Short answer is when you don't personally see it, with your eyes , it getting any better.
The graph is just measuring the loss so you have an idea of how quickly it's learning.
But even when it looks near flat it's still learning and trying different combinations trying to get to "the best" .
After a while it'll just jump around between various combinations, but all of them are all valid and as good as they're going to be, may look a little different.

That really is the point where you have to be creative and make that determination yourself.