Table 1:
Approximate training times for the datasets on an NVIDIA GTX 1660 GPU 4GB memory with Intel i5-4570S CPU and 32GB memory.
| General or Specific VN training | VN training with LOUPE | Proposed Approach | |
|---|---|---|---|
| VN training or retraining epochs | 80 | 80 | Average of 40×8 |
| Accumulated BASS iterations | 0 | 0 | Average of 1000 |
| Training time brain dataset | 5.4 hours | 5.6 hours | 23.0 hours |
| Training time knee dataset | 3.2 hours | 3.8 hours | 12.5 hours |