How many epochs are necessary to converge?

Question

SwingWillwow opened this issue 2 years ago · 3 comments

I notice the config shows that it cost 5 thousand epochs to finetune the network. Is it really necessary?

Answer 1 · 2023-05-04T07:25:16.000Z

Usually, 1000 epochs could give you a good result. 5000 epochs is not necessary but could further improve the result.

Answer 2 · 2023-07-18T14:16:28.000Z

And how long did it take you to train model for 1000 epochs?

Answer 3 · 2023-07-25T06:48:05.000Z

How many epochs did you train to achieve the performance mentioned in the paper ?