Table 1.
Model training parameters/configurations.
| Model | Upsampling Layer | Padding Type | Generator Loss | LR | Padding |
|---|---|---|---|---|---|
| #1 | transposed conv | zero | vanilla + L1 | 0.0002 | zero |
| #2 | resize conv | zero | vanilla + L1 | 0.0008 | zero |
| #3 | transposed conv | reflect | vanilla + L1 | 0.0008 | reflect |
| #4 | resize conv | reflect | vanilla + L1 | 0.0008 | reflect |
| #5 | transposed conv | reflect | vanilla + L1 + VGG | 0.0004 | reflect |
| #6 | resize conv | reflect | vanilla + L1 + VGG | 0.0004 | reflect |
| #7 | resize conv | reflect | LSGAN + L1 + VGG | 0.0004 | reflect |