Comments (1)
JingyunLiang
commented on June 12, 2024
general image SR: about 5 days for training on 3 RTX 2080 Ti, about 18 mins for testing on 1 RTX 2080 Ti for DIV2K validation set, 27M parameters.
face image SR: about 8 days for training, about 37 mins for testing on 1 RTX 2080 Ti for CelebA first 5000 testing images, 23.2M parameters.
image rescaling: about 3.5 days for training on 2 RTX 2080 Ti, about 8 mins for testing on 1 RTX 2080 Ti for DIV2K validation set, 4.4M parameters.
As for the FLOPS, sorry that I don't have time to calculate them recently. You can download the code and calculate the FLOPs yourself. Share it with us if you do it. Thank you!
By the way, if you want to do similar experiments, my advice is that you first set up a tiny baseline model with less flow layers for each level. It would be much faster.
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Related Issues (13)
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