Quick U-Net v2 (10 epochs, 0.5*L1+0.5*(1-SSIM))
Params: 8,147,667, fp16: 15.5MB

Epoch   0 | train: 0.09627 | val: 0.07175 | ssim: 0.8855 | lr: 0.000293
  -> Best: 0.07175
Epoch   1 | train: 0.07237 | val: 0.06585 | ssim: 0.8956 | lr: 0.000272
  -> Best: 0.06585
Epoch   2 | train: 0.06746 | val: 0.06164 | ssim: 0.9028 | lr: 0.000240
  -> Best: 0.06164
Epoch   3 | train: 0.06453 | val: 0.05919 | ssim: 0.9079 | lr: 0.000200
  -> Best: 0.05919
Epoch   4 | train: 0.06206 | val: 0.05674 | ssim: 0.9117 | lr: 0.000155
  -> Best: 0.05674
Epoch   5 | train: 0.05988 | val: 0.05530 | ssim: 0.9138 | lr: 0.000110
  -> Best: 0.05530
Epoch   6 | train: 0.05823 | val: 0.05353 | ssim: 0.9170 | lr: 0.000070
  -> Best: 0.05353
Epoch   7 | train: 0.05671 | val: 0.05272 | ssim: 0.9183 | lr: 0.000038
  -> Best: 0.05272
Epoch   8 | train: 0.05564 | val: 0.05161 | ssim: 0.9205 | lr: 0.000017
  -> Best: 0.05161
Epoch   9 | train: 0.05487 | val: 0.05145 | ssim: 0.9211 | lr: 0.000010
  -> Best: 0.05145

Model: 15.6MB, Total dir: 15.6MB