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Hyperparameter values for 5 iterations during the tuning process
| Iterations | Learning rate (α) | Momentum (δ) |
Regularization ( λ) |
Network depth | Time (Seconds) |
|---|---|---|---|---|---|
| 1 | 0.023901 | 0.9411 | 0.0013344 | 3 | 143.99 |
| 2 | 0.00014609 | 0.9627 | 0.00080658 | 1 | 98.713 |
| 3 | 0.051838 | 0.84494 | 1.7602 × 10-9 | 2 | 118.18 |
| 4 | 0.067281 | 0.80586 | 0.00012787 | 1 | 91.476 |
| 5 | 0.98837 | 0.81278 | 0.0027618 | 2 | 103.99 |
