Table 6 Calculation time of 1D-CNN and MBCNNs
From: Fault Diagnosis Method for Rotating Machinery Based on Multi-scale Features
Model | Training time (s) | Validation time (ms) |
|---|---|---|
1D-CNN | 14.28 | 1.60 |
2b-CNN | 21.75 | 2.44 |
3b-CNN | 24.37 | 2.36 |
4b-CNN | 47.75 | 3.16 |
From: Fault Diagnosis Method for Rotating Machinery Based on Multi-scale Features
Model | Training time (s) | Validation time (ms) |
|---|---|---|
1D-CNN | 14.28 | 1.60 |
2b-CNN | 21.75 | 2.44 |
3b-CNN | 24.37 | 2.36 |
4b-CNN | 47.75 | 3.16 |