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confused about the training input range

Open zxcvads opened this issue 2 years ago • 2 comments

hi ,i have a question about the input dataset range ,i have see your paper released model input range is(0,256),if i change the input range to(-1,1) or (0,1),i am confused about the PSNR change ,can you have a try in different training data range ?

zxcvads avatar Apr 26 '22 08:04 zxcvads

It's not substantial. Some hyper parameters (such as learning rate) may need to be tuned according to data range.

bigeagle avatar Apr 26 '22 13:04 bigeagle

No specific reason. Some legacy code use (0, 256). Using (0, 1) is OK and can reach the comparable PSNR.

bigeagle avatar May 03 '22 03:05 bigeagle