All issues Volume 76 (2021) Oil Gas Sci. Technol. – Rev. IFP Energies nouvelles, 76 (2021) 72 Full HTMLHyperparameters in DNN.
| Hyperparameters | Value |
|---|---|
| Learning rate | 0.0001~0.01 (optimization variable) |
| Epoch size | 1000~100 000 (optimization variable) |
| Mini batch size | 10 |
| Input node | 21 |
| Output node | 1 |
| Hidden node | 5, 3 |
| Activation function | ELU |
| Optimizer | Adam |
| Batch normalization | Included |
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