新增config.json文件
Browse files- config.json +89 -0
config.json
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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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],
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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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}
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