| project: | |
| name: Spherical-DYffusion-SFNO | |
| version: "1.0" | |
| paths: | |
| data_root: data | |
| raw_data: data/raw | |
| processed_data: data/processed | |
| metadata: data/metadata | |
| statistics: data/statistics | |
| pretrained_weights: data/weights | |
| checkpoints: data/checkpoint | |
| result_root: output/result | |
| predictions: output/inference | |
| metrics: output/metrics | |
| figures: output/visualization | |
| work_dir: data/work | |
| model: | |
| name: Spherical-DYffusion-SFNO | |
| resolution: 1deg | |
| latitude: 180 | |
| longitude: 360 | |
| runtime: | |
| device: auto | |
| devices: auto | |
| distributed_backend: auto | |
| num_workers: 8 | |
| training: | |
| seed: 11 | |
| epochs: 5 | |
| batch_size: 2 | |
| learning_rate: 0.0001 | |
| checkpoint_dir: data/checkpoint | |
| validation_split: 0.2 | |
| synthetic_data: | |
| output_dir: data/data | |
| time_steps: 8 | |
| latitude: 180 | |
| longitude: 360 | |
| samples: 16 | |
| input_steps: 1 | |
| channels: 37 | |
| seed: 11 | |
| inference: | |
| output_dir: output/inference | |
| checkpoint: data/checkpoint/model_bak.pt | |
| visualization: | |
| output_dir: output/visualization | |
| prediction_index: 0 | |
| channel: 1 | |
| scatter_points: 12000 | |
| dpi: 150 | |