Research Article
An Intelligent Fault Diagnosis Based on Adversarial Generating Module and Semi-supervised Convolutional Neural Network
Table 6
The performance of various architecture.
| Models | Various architecture (with 200 labeled samples) | 2 convolutional layers | 3 convolutional layers | 4 convolutional layers |
| Accuracy | 77.38% (±1.59) | 93.4% (±0.89) | 88.49% (±1.75) | Model size (MB) | 0.4 | 0.5 | 0.6 | GFLOPs | 0.006 | 0.012 | 0.014 |
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