新增config.json文件
Browse files- config.json +62 -0
config.json
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{
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"model_name": "ClimaX",
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"model_type": "climax",
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"architectures": [
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"ClimaX"
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],
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"framework": "PyTorch",
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"domain": "climate-and-atmosphere",
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"task": "global-weather-forecasting",
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"implementation": {
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"entry_point": "model/ClimaX.py",
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"scope": "repository forecasting configuration"
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},
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"architecture": {
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"family": "variable-tokenized vision transformer",
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"input_grid_shape": [
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32,
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64
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],
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"patch_size": 2,
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"embedding_size": 1024,
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"transformer_layers": 8,
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"decoder_layers": 2,
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"attention_heads": 16,
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"mlp_ratio": 4.0,
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"input_channels": 48
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},
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"data": {
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"dataset": "ERA5",
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"spatial_resolution_degrees": 5.625,
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"time_step_hours": 6,
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"default_forecast_lead_hours": 6,
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"pressure_levels_hpa": [
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50,
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250,
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500,
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600,
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700,
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850,
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925
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],
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"pressure_level_variables": [
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"geopotential",
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"relative_humidity",
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"specific_humidity",
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"temperature",
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"u_component_of_wind",
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"v_component_of_wind"
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],
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"output_variables": [
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"geopotential_500",
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"temperature_850",
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"2m_temperature",
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"10m_u_component_of_wind",
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"10m_v_component_of_wind"
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]
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},
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"configuration_sources": [
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"conf/config.yaml",
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"model/ClimaX.py"
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]
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}
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