| experiment: tfno-h1 | |
| device: cuda:1 | |
| seed: 42 | |
| model: CarstenNO | |
| model_config: | |
| n_modes: | |
| - 24 | |
| - 24 | |
| in_channels: 1 | |
| out_channels: 2 | |
| hidden_channels: 32 | |
| lifting_channels: 32 | |
| projection_channels: 32 | |
| rank: 0.5 | |
| norm: batch_norm | |
| n_layers: 10 | |
| domain_padding: 0.015625 | |
| domain_padding_mode: symmetric | |
| factorization: tucker | |
| implementation: factorized | |
| n_epochs: 101 | |
| loss: h1 | |
| loss_config: | |
| reductions: mean | |
| eval_losses: | |
| - l2 | |
| - h1 | |
| - grating_l2 | |
| - substrate_l2 | |
| - superstrate_l2 | |
| optim: AdamW | |
| optim_config: | |
| lr: 0.001 | |
| weight_decay: 1.0e-06 | |
| save_interval: 50 | |
| log_test_interval: 5 | |
| scheduler: OneCycleLR | |
| scheduler_config: | |
| max_lr: 0.01 | |
| total_steps: ${n_epochs} | |
| base_momentum: 0.85 | |
| max_momentum: 0.95 | |
| data: 1000-50-4 | |