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439c523 | 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 | {
"model_name": "NowcastNet",
"model_type": "nowcastnet",
"architectures": [
"Net"
],
"framework": "PyTorch",
"domain": "atmosphere",
"task": "extreme-precipitation-nowcasting",
"implementation": {
"entry_point": "model/nowcastnet.py",
"scope": "evolution and generative networks for radar precipitation nowcasting"
},
"architecture": {
"family": "physics-guided evolution network plus conditional generative network",
"input_length": 9,
"total_length": 29,
"prediction_length": 20,
"image_shape": [
512,
512
],
"input_channels": 1,
"base_channels": 32,
"noise_channels": 32
},
"data": {
"dataset": "MRMS",
"protocol": "synthetic_radar_precipitation",
"scale_divisor": 10.0,
"offset": 3.0,
"clip_max": 128.0
},
"configuration_sources": [
"conf/config.yaml",
"model/nowcastnet.py",
"model/evolution_network.py",
"model/generative_network.py"
]
}
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