AutoEncoder_ad.yaml 443 B

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  1. batch_size: 128
  2. seq_len: 100
  3. epoch: 5
  4. training: True
  5. do_eval: True
  6. task: anomaly
  7. dataset:
  8. name: TSADDataset
  9. dataset_root: ./data/
  10. train_path: ./data/train.csv
  11. val_path: ./data/val.csv
  12. scale: True
  13. time_feat: False
  14. info_params:
  15. freq: 1
  16. label_col: "label"
  17. time_col: "timestamp"
  18. feature_cols: "feature_0,feature_1"
  19. model:
  20. name: AutoEncoder
  21. model_cfg:
  22. optimizer_params:
  23. learning_rate: 0.001
  24. gamma: 0.5