Open Access
Table A.4
Chosen hyperparameters for FullyConnected.
| Hyperparameter | Cloud | Cloud Parametric | Primordial | Primordial Parametric |
|---|---|---|---|---|
| Scheduler | cosine | poly | poly | poly |
| Optimizer | AdamW | AdamW | AdamW | AdamW |
| Loss | SmoothL1 | SmoothL1 | SmoothL1 | SmoothL1 |
| Activation | PReLU | ELU | ELU | Mish |
| Hidden size | 310 | 290 | 470 | 470 |
| Hidden layers | 1 | 5 | 5 | 3 |
| Poly power | - | 8.16 | 3.59 | 0.163 |
| Eta min | 2.7e-03 | - | - | - |
| Beta | 8.39 | 2.66 | 0.863 | 39.5 |
| Learning rate | 2.2e-03 | 0.0122 | 1.8e-03 | 1.3e-04 |
| Reg. factor | 3.4e-04 | 0.114 | 5.3e-05 | 0.0333 |
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