| { | |
| "input_channels": 1, | |
| "forecast_steps": 12, | |
| "num_blocks": 5, | |
| "ensemble_size": 10, | |
| "noisy_decoder": true, | |
| "loss_class": "crps", | |
| "loss_params": { | |
| "temporal_lambda": 0.01 | |
| }, | |
| "masked_loss": false, | |
| "optimizer_class": "<class 'torch.optim.adam.Adam'>", | |
| "optimizer_params": { | |
| "lr": 0.0001, | |
| "fused": true | |
| }, | |
| "lr_scheduler_class": "<class 'torch.optim.lr_scheduler.ReduceLROnPlateau'>", | |
| "lr_scheduler_params": { | |
| "mode": "min", | |
| "factor": 0.5, | |
| "patience": 10 | |
| } | |
| } |