Open Access
Table 2.
Hyper-parameter setup for the DNN.
| Hyper-parameter | Setup |
|---|---|
| Number of hidden layers | 4 |
| Neurons per layer | 64 |
| Training epoch | 10 000 |
| Activation function | ReLU |
| Batch size | 8192 |
| Optimiser | Adam |
| Initial learning rate | 10−4 |
| Learning rate scheduler patience | 300 |
| Learning rate scheduler factor | 0.8 |
| Loss function | MSE |
| Early stop | 2000 |
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