File size: 987 Bytes
cc22da3 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 | {
"model_name": "FourCastNet",
"model_type": "fourcastnet",
"architectures": [
"FourCastNet"
],
"framework": "PyTorch",
"domain": "atmosphere",
"task": "global-weather-forecasting",
"implementation": {
"entry_point": "model/fourcastnet.py",
"scope": "repository AFNO implementation"
},
"architecture": {
"family": "adaptive Fourier neural operator",
"model_grid_shape": [
720,
1440
],
"patch_size": [
8,
8
],
"input_channels": 19,
"output_channels": 19,
"embedding_size": 768,
"depth": 12,
"mlp_ratio": 4.0,
"afno_channel_blocks": 8,
"sparsity_threshold": 0.01,
"hard_thresholding_fraction": 1.0
},
"data": {
"dataset": "ERA5",
"nominal_spatial_resolution_degrees": 0.25,
"time_step_hours": 6,
"pressure_levels_hpa": [
50,
500,
850,
1000
]
},
"configuration_sources": [
"model/fourcastnet.py",
"conf/config.yaml"
]
}
|