| seed: 42 | |
| data: | |
| format_version: clm5_emulator_v1 | |
| path: data/clm5_ppe.npz | |
| samples: 40 | |
| grid: [46, 72] | |
| input_parameters: 6 | |
| targets: [GPP, LHF] | |
| eof_modes: 3 | |
| model: | |
| hidden_dim: 12 | |
| train: | |
| epochs: 4 | |
| batch_size: 10 | |
| learning_rate: 0.005 | |
| weight_decay: 0.0001 | |
| paths: | |
| checkpoint: result/checkpoints/clm5_emulator.pt | |
| training_metrics: result/training/metrics.json | |
| predictions: result/output/predictions.npz | |
| evaluation: result/evaluation/metrics.json | |
| figure: result/evaluation/comparison.png | |
| paper_model: | |
| ppe_members: 100 | |
| input_parameters: [medlynslope, dleaf, kmax, fff, dint, baseflow_scalar] | |
| hidden_layers: 2 | |
| hidden_candidates: [5, 15] | |
| optimizer: RMSprop | |
| learning_rate: 0.005 | |
| batch_size: 30 | |
| split: [0.6, 0.2, 0.2] | |