sonny / config.json
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{
"model_name": "Sonny",
"sonny_version": "1.0",
"architecture_name": "Sonny",
"architecture_family": "StepNets",
"class_qualname": "networks.sonny.Sonny",
"source_checkpoint": "stormbreaker5_checkpoint_ema_epoch_050.pth",
"source_epoch": 50,
"init_args": {
"variables": [
"2m_temperature",
"10m_u_component_of_wind",
"10m_v_component_of_wind",
"mean_sea_level_pressure",
"geopotential_50",
"geopotential_100",
"geopotential_150",
"geopotential_200",
"geopotential_250",
"geopotential_300",
"geopotential_400",
"geopotential_500",
"geopotential_600",
"geopotential_700",
"geopotential_850",
"geopotential_925",
"geopotential_1000",
"u_component_of_wind_50",
"u_component_of_wind_100",
"u_component_of_wind_150",
"u_component_of_wind_200",
"u_component_of_wind_250",
"u_component_of_wind_300",
"u_component_of_wind_400",
"u_component_of_wind_500",
"u_component_of_wind_600",
"u_component_of_wind_700",
"u_component_of_wind_850",
"u_component_of_wind_925",
"u_component_of_wind_1000",
"v_component_of_wind_50",
"v_component_of_wind_100",
"v_component_of_wind_150",
"v_component_of_wind_200",
"v_component_of_wind_250",
"v_component_of_wind_300",
"v_component_of_wind_400",
"v_component_of_wind_500",
"v_component_of_wind_600",
"v_component_of_wind_700",
"v_component_of_wind_850",
"v_component_of_wind_925",
"v_component_of_wind_1000",
"temperature_50",
"temperature_100",
"temperature_150",
"temperature_200",
"temperature_250",
"temperature_300",
"temperature_400",
"temperature_500",
"temperature_600",
"temperature_700",
"temperature_850",
"temperature_925",
"temperature_1000",
"specific_humidity_50",
"specific_humidity_100",
"specific_humidity_150",
"specific_humidity_200",
"specific_humidity_250",
"specific_humidity_300",
"specific_humidity_400",
"specific_humidity_500",
"specific_humidity_600",
"specific_humidity_700",
"specific_humidity_850",
"specific_humidity_925",
"specific_humidity_1000"
],
"in_img_size": [
120,
240
],
"patch_size": 2,
"use_cnn_head": true,
"cnn_head_channels": 256,
"hidden_size": 384,
"depth": 12,
"num_heads": 6,
"mlp_ratio": 4.0,
"step_ratio": 0.5
}
}