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Validating while training?

Open wen04141321 opened this issue 5 years ago • 3 comments

Hello, I want to ask if you don't need to train and validate when you do the experiment? So how do you find the best model?

wen04141321 avatar Apr 03 '19 14:04 wen04141321

we pay more attention to the visual effects rather than psnr in daily work, which is hard to be validated. surely validating is necessary in analysis, I will add it to the scripts.

hengchuan avatar Apr 16 '19 13:04 hengchuan

Without validating,I have no idea how many epoch should be set and how to avoid overfiting while training? any help?

Pichairen avatar Apr 23 '19 17:04 Pichairen

@wen04141321 I tried validating when training, depart some data from training set as validation set ,and make eval.h5 for your validation set, when training ,you can add code for validating with feed_dict your validation data. 图片

Pichairen avatar Apr 27 '19 07:04 Pichairen