atlas-era5 / config.json
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{
"package": {
"autoencoders": [
{
"model_path": "autoencoders/autoencoder_0/model_best.mdlus",
"processor_path": "autoencoders/autoencoder_0/data_processor_best.mdlus"
}
],
"genmodel": {
"model_path": "genmodel/model_best.mdlus",
"processor_path": "genmodel/data_processor_best.mdlus"
}
},
"inference": {
"prediction_type": "differences",
"eval_type": "sinterpolant",
"steps": 60,
"time_step": 1,
"n_past_samples": 2,
"amp": false,
"enable_flash": true
},
"model_meta": {
"genmodel_model": "SInterpolantLatentDiT",
"genmodel_processor": "SinterpolantDifferenceProcessorHistory",
"autoencoder_model": [
"NattenCombineDiT"
],
"autoencoder_processor": [
"CombineDifferencesAutoencoder"
]
},
"sinterpolant": {
"alpha": "alpha_linear",
"beta": "beta_linear",
"sigma": "sigma_linear",
"g": null,
"epsilon": 5.0,
"noise_sampler": "spherical_white",
"time_sampler": "uniform",
"sample_method": "rk_roberts",
"studentt_deg": null,
"sample_steps": 100
},
"data": {
"variables": [
"u10m",
"v10m",
"u100m",
"v100m",
"t2m",
"sp",
"msl",
"tcwv",
"u50",
"u100",
"u150",
"u200",
"u250",
"u300",
"u400",
"u500",
"u600",
"u700",
"u850",
"u925",
"u1000",
"v50",
"v100",
"v150",
"v200",
"v250",
"v300",
"v400",
"v500",
"v600",
"v700",
"v850",
"v925",
"v1000",
"z50",
"z100",
"z150",
"z200",
"z250",
"z300",
"z400",
"z500",
"z600",
"z700",
"z850",
"z925",
"z1000",
"t50",
"t100",
"t150",
"t200",
"t250",
"t300",
"t400",
"t500",
"t600",
"t700",
"t850",
"t925",
"t1000",
"q50",
"q100",
"q150",
"q200",
"q250",
"q300",
"q400",
"q500",
"q600",
"q700",
"q850",
"q925",
"q1000",
"sst",
"tp"
]
}
}