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"model_name": "FuXi",
"model_type": "fuxi",
"architectures": [
"Fuxi"
],
"framework": "PyTorch",
"domain": "atmosphere",
"task": "global-medium-range-weather-forecasting",
"implementation": {
"entry_point": "model/fuxi.py",
"scope": "repository short-, medium-, and long-stage implementation"
},
"architecture": {
"family": "cube embedding with U-Transformer",
"input_shape": [
2,
721,
1440
],
"input_shape_order": [
"time",
"latitude",
"longitude"
],
"patch_size": [
2,
4,
4
],
"input_channels": 70,
"output_channels": 70,
"embedding_size": 1536,
"normalization_groups": 32,
"attention_heads": 8,
"window_size": 7
},
"data": {
"dataset": "ERA5",
"spatial_resolution_degrees": 0.25,
"time_step_hours": 6,
"pressure_levels_hpa": [
50,
100,
150,
200,
250,
300,
400,
500,
600,
700,
850,
925,
1000
],
"pressure_level_variables": [
"geopotential",
"relative_humidity",
"temperature",
"u_component_of_wind",
"v_component_of_wind"
],
"surface_variable_count": 5
},
"configuration_sources": [
"conf/config.yaml",
"model/fuxi.py"
]
}
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