File size: 1,377 Bytes
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"model_name": "Pangu-Weather",
"model_type": "pangu-weather",
"architectures": [
"Pangu"
],
"framework": "PyTorch",
"domain": "atmosphere",
"task": "global-medium-range-weather-forecasting",
"implementation": {
"entry_point": "model/pangu.py",
"scope": "repository 3D Earth-specific transformer implementation"
},
"architecture": {
"family": "3D Earth-specific transformer",
"input_grid_shape": [
721,
1440
],
"patch_size": [
2,
4,
4
],
"embedding_size": 192,
"stage_depths": [
2,
6,
6,
2
],
"stage_attention_heads": [
6,
12,
12,
6
],
"window_size": [
2,
6,
12
],
"surface_input_channels": 7,
"predicted_surface_channels": 4,
"upper_air_variables": 5
},
"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",
"specific_humidity",
"temperature",
"u_component_of_wind",
"v_component_of_wind"
]
},
"configuration_sources": [
"conf/config.yaml",
"model/pangu.py"
]
}
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