| { | |
| "model_name": "FuXi v2.1", | |
| "model_type": "fuxi_v21", | |
| "architectures": [ | |
| "FuXi21" | |
| ], | |
| "framework": "PyTorch", | |
| "domain": "atmosphere", | |
| "task": "global-medium-range-weather-forecasting", | |
| "implementation": { | |
| "entry_point": "model/FuXi21.py", | |
| "scope": "trainable forward-graph reconstruction with full-resolution and smoke profiles" | |
| }, | |
| "architecture": { | |
| "family": "windowed Transformer with rotary attention and PixelShuffle decoder", | |
| "grid_shape": [ | |
| 721, | |
| 1440 | |
| ], | |
| "input_channels": 85, | |
| "output_channels": 85, | |
| "static_channels": 6, | |
| "patch_size": 6, | |
| "embedding_size": 1536, | |
| "depth": 30, | |
| "attention_heads": 24, | |
| "mlp_size": 4096, | |
| "window_size": 20, | |
| "activation": "SiLU/GELU" | |
| }, | |
| "data": { | |
| "dataset": "ERA5", | |
| "spatial_resolution_degrees": 0.25, | |
| "time_step_hours": 6, | |
| "input_steps": 2, | |
| "pressure_levels_hpa": [ | |
| 50, | |
| 100, | |
| 150, | |
| 200, | |
| 250, | |
| 300, | |
| 400, | |
| 500, | |
| 600, | |
| 700, | |
| 850, | |
| 925, | |
| 1000 | |
| ], | |
| "protocol": "non_official_protocol" | |
| }, | |
| "configuration_sources": [ | |
| "conf/config.yaml", | |
| "model/FuXi21.py" | |
| ] | |
| } | |