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Tendency map of batch loss

Open sxd0071 opened this issue 5 years ago • 4 comments

Hey, thanks for your sharing. It seems that there isn't tendency map of loss or psnr of evaluation to monitor the training process, and how can I know when is proper to stop the training. Look forward to your reply

sxd0071 avatar Jul 09 '19 06:07 sxd0071

Instead of applying an early stopping strategy, choosing the biggest evaluated PSNR value during 1000 training epochs is our preferred way. The reason is that the PSNR value still has a small increase in the later (800-1000) epochs.

Paper99 avatar Jul 09 '19 12:07 Paper99

Hey, thanks.That is to say, we can ignore the psnr after 1000 epochs, which just has some small increases and is not neccessarily be cared about. Is this understanding right?

sxd0071 avatar Jul 10 '19 07:07 sxd0071

Yes, you're right.

Paper99 avatar Jul 10 '19 11:07 Paper99

Thanks.

sxd0071 avatar Jul 10 '19 12:07 sxd0071