fela-timeseries / config.json
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{
"model_type": "fela-ts",
"architectures": [
"FelaTsModel"
],
"auto_map": {
"AutoConfig": "configuration_ts.FelaTsConfig",
"AutoModel": "modeling_ts.FelaTsModel"
},
"library_name": "pytorch",
"arch": "FELA_TS",
"note": "FELA time series forecaster, about 1.76M params. RevIN, patch embedding, FNO spectral mixer blocks, linear head. Trained on electricity, 321 channels, L=512, H=96.",
"C": 321,
"L": 512,
"H": 96,
"patch": 16,
"stride": 8,
"D": 128,
"modes": 16,
"nblk": 3,
"input_shape": [
1,
512,
321
],
"input_desc": "history window shape (1, 512, 321): 512 past steps of 321 channels, standardized per channel on training statistics. RevIN normalizes instances inside the model.",
"complex_keys": [
"blocks.0.fno.w",
"blocks.1.fno.w",
"blocks.2.fno.w"
]
}