| 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 | |