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EEG_Informer_336_history_96_horizon

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EEG_Informer_336_history_96_horizon
File size: 1,217 Bytes 
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{
  "activation_dropout": 0.1,
  "activation_function": "gelu",
  "architectures": [
    "InformerForPrediction"
  ],
  "attention_dropout": 0.1,
  "attention_type": "prop",
  "cardinality": [
    0
  ],
  "context_length": 336,
  "d_model": 512,
  "decoder_attention_heads": 8,
  "decoder_ffn_dim": 2048,
  "decoder_layerdrop": 0.1,
  "decoder_layers": 2,
  "distil": true,
  "distribution_output": "student_t",
  "dropout": 0.05,
  "embedding_dimension": [
    0
  ],
  "encoder_attention_heads": 16,
  "encoder_ffn_dim": 2048,
  "encoder_layerdrop": 0.1,
  "encoder_layers": 4,
  "feature_size": 489,
  "init_std": 0.02,
  "input_size": 22,
  "is_encoder_decoder": true,
  "lags_sequence": [
    1,
    2,
    3,
    4,
    5,
    6,
    7,
    8,
    9,
    10,
    11,
    12,
    13,
    14,
    15,
    16,
    17,
    18,
    19,
    20
  ],
  "loss": "nll",
  "model_type": "informer",
  "num_dynamic_real_features": 0,
  "num_parallel_samples": 100,
  "num_static_categorical_features": 0,
  "num_static_real_features": 0,
  "num_time_features": 5,
  "prediction_length": 96,
  "sampling_factor": 5,
  "scaling": "mean",
  "torch_dtype": "float32",
  "transformers_version": "4.37.2",
  "use_cache": true
}