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3397141 | 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 | {
"model_name": "Aardvark Weather",
"model_type": "aardvark-weather",
"architectures": [
"ConvCNPWeatherE2E"
],
"framework": "PyTorch",
"domain": "atmosphere",
"task": "end-to-end-multimodal-weather-forecasting",
"implementation": {
"entry_point": "model/aardvark_adapter.py",
"scope": "official encoder, one-day forecast processor, and station-temperature decoder"
},
"architecture": {
"stages": [
"observation_encoder",
"global_forecast_processor",
"station_decoder"
],
"encoder_input_channels": 277,
"encoder_output_channels": 24,
"processor_input_channels": 35,
"processor_output_channels": 24,
"tas_decoder_input_channels": 36,
"tas_decoder_output_channels": 1
},
"forecasting": {
"lead_time_days": 1,
"global_grid_shape": [
121,
240
],
"global_grid_resolution_degrees": 1.5,
"global_state_channels": 24,
"station_variable": "2m_temperature",
"station_count": 8719
},
"configuration_sources": [
"README.md",
"official-src/aardvark/e2e_model.py",
"weights/trained_model/encoder/config.pkl",
"weights/trained_model/processor/config.pkl",
"weights/trained_model/decoder/tas/config.pkl"
]
}
|