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新增config.json文件

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  1. config.json +89 -0
config.json ADDED
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+ {
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+ "model_name": "GraphCast",
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+ "model_type": "graphcast",
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+ "architectures": [
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+ "GraphCastNet"
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+ ],
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+ "framework": "PyTorch",
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+ "domain": "atmosphere",
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+ "task": "global-weather-forecasting",
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+ "implementation": {
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+ "entry_point": "model/graph_cast_net.py",
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+ "scope": "repository mesh message-passing implementation"
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+ },
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+ "architecture": {
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+ "family": "multimesh graph neural network",
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+ "input_grid_shape": [
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+ 721,
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+ 1440
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+ ],
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+ "mesh_refinement_level": 6,
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+ "multimesh": true,
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+ "grid_node_input_size": 237,
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+ "grid_node_output_size": 227,
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+ "hidden_size": 512,
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+ "processor_layers": 16,
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+ "processor_type": "MessagePassing",
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+ "aggregation": "sum",
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+ "activation": "silu",
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+ "normalization": "LayerNorm"
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+ },
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+ "data": {
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+ "dataset": "ERA5",
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+ "spatial_resolution_degrees": 0.25,
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+ "time_step_hours": 6,
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+ "climate_channels": 227,
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+ "static_channels": 5,
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+ "pressure_levels_hpa": [
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+ 1,
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+ 2,
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+ 3,
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+ 5,
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+ 7,
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+ 200,
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+ 400,
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+ 975,
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+ 1000
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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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+ "temperature",
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+ "u_component_of_wind",
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+ "v_component_of_wind",
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+ "vertical_wind_speed"
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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/graph_cast_net.py"
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+ ]
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+ }