Table 9. Statistical information about the proposed models.
| Model | Training time (min) | Resource utilization | Epoch/batch size |
|---|---|---|---|
| U-Net | 26 | RTX4060 | 50/32 |
| Prop.U-Net | 32 | RTX4060 | 50/32 |
| V-Net | 28 | RTX4060 | 5032 |
| Prop.V-Net | 33 | RTX4060 | 50/32 |
| Seg-Net | 35 | RTX4060 | 50/32 |
| Model | Training time (min) | Resource utilization | Epoch/batch size |
|---|---|---|---|
| U-Net | 26 | RTX4060 | 50/32 |
| Prop.U-Net | 32 | RTX4060 | 50/32 |
| V-Net | 28 | RTX4060 | 5032 |
| Prop.V-Net | 33 | RTX4060 | 50/32 |
| Seg-Net | 35 | RTX4060 | 50/32 |