| { |
| "model_name": "AIFS Single v1.1", |
| "model_type": "aifs", |
| "architectures": [ |
| "AIFS" |
| ], |
| "framework": "PyTorch with Anemoi", |
| "domain": "atmosphere", |
| "task": "global-weather-forecasting", |
| "implementation": { |
| "entry_point": "model/aifs.py", |
| "scope": "AIFS v1.1 checkpoint wrapper with matching from-scratch construction support" |
| }, |
| "architecture": { |
| "family": "encoder-processor-decoder graph neural network", |
| "encoder": "GraphTransformerForwardMapper", |
| "processor": "TransformerProcessor", |
| "decoder": "GraphTransformerBackwardMapper", |
| "hidden_size": 1024, |
| "processor_layers": 16, |
| "attention_heads": 16, |
| "activation": "GELU" |
| }, |
| "data": { |
| "grid": "N320 reduced Gaussian", |
| "grid_points": 542080, |
| "time_step_hours": 6, |
| "feature_count": 115, |
| "pressure_levels_hpa": [ |
| 50, |
| 100, |
| 150, |
| 200, |
| 250, |
| 300, |
| 400, |
| 500, |
| 600, |
| 700, |
| 850, |
| 925, |
| 1000 |
| ], |
| "pressure_level_variables": [ |
| "geopotential", |
| "specific_humidity", |
| "temperature", |
| "u_component_of_wind", |
| "v_component_of_wind", |
| "vertical_velocity" |
| ] |
| }, |
| "configuration_sources": [ |
| "model/aifs_config.json", |
| "model/aifs.py", |
| "conf/config.yaml" |
| ] |
| } |
|
|