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- batch_size: 32
- seq_len: 720
- predict_len: 96
- do_eval: True
- epoch: 2
- to_static_train: False
- use_amp: False
- amp_level: O2
- dataset:
- name: TSDataset
- dataset_root: /data/
- train_path: /data/train.csv
- val_path: /data/val.csv
- time_feat: True
- use_holiday: True
- scale: True
- info_params:
- freq: 1h
- target_cols: "OT"
- time_col: date
- model:
- name: TiDE
- model_cfg:
- c_in: 1
- num_encoder_layers: 2
- use_revin: False
- drop_prob: 0.5
- hidden_size: 1024
- decoder_output_dim: 8
- temporal_decoder_hidden: 64
- optimizer_params:
- learning_rate: 0.00099
- gamma: 0.5
- patience: 10
-
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