| seed: 42 | |
| data: | |
| format_version: tcnd_synthetic_v1 | |
| manifest: data/manifest.json | |
| samples: 8 | |
| history_steps: 8 | |
| forecast_steps: 4 | |
| interval_hours: 6 | |
| data1d_features: 4 | |
| data3d_channels: 1 | |
| grid: [81, 81] | |
| environment_features: 73 | |
| basins: [NA, EP, WP, NI, SI, SP] | |
| model: | |
| hidden_dim: 24 | |
| generators: 6 | |
| heads: 4 | |
| train: | |
| epochs: 1 | |
| batch_size: 2 | |
| learning_rate: 0.001 | |
| paths: | |
| checkpoint: result/checkpoints/tropicyclonenet.pt | |
| training_metrics: result/training/metrics.json | |
| predictions: result/output/predictions.npz | |
| evaluation: result/evaluation/metrics.json | |
| figure: result/evaluation/comparison.png | |
| paper_model: | |
| training_years: [1950, 2016] | |
| test_years: [2017, 2021] | |
| optimizer: Adam | |
| learning_rate: 0.0001 | |
| batch_size: 96 | |
| epochs: 102 | |
| generators: 6 | |