Open Access
Table A.5
Chosen hyperparameters for LatentPoly.
| Hyperparameter | Cloud | Cloud Parametric | Primordial | Primordial Parametric |
|---|---|---|---|---|
| Scheduler | poly | poly | schedulefree | poly |
| Optimizer | AdamW | AdamW | SGD | AdamW |
| Loss | MSE | SmoothL1 | MSE | MSE |
| Activation | GELU | ReLU | ReLU | ELU |
| Coder layers | 2 | 1 | 2 | 1 |
| Coder width | 290 | 170 | 470 | 700 |
| Latent features | 2 | 10 | 8 | 7 |
| Degree | 6 | 9 | 4 | 3 |
| Coeff network | - | False | - | False |
| Poly power | 5.18 | 2.46 | - | 0.264 |
| Momentum | - | - | 0.0161 | - |
| Learning rate | 9.3e-05 | 8.2e-03 | 2.4e-04 | 6.0e-06 |
| Reg. factor | 2.1e-04 | 0.0567 | 1.1e-03 | 0.0510 |
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