batch_size: 128
seq_len: 100
do_eval: True
epoch: 5
training: True 
task: anomaly
to_static_train: False
use_amp: False
amp_level: O2

dataset: 
  name: TSADDataset
  dataset_root: ./data/
  train_path: ./data/train.csv
  val_path: ./data/val.csv
  scale: True
  time_feat: False

info_params:
  freq: 1
  label_col: "label"
  time_col: "timestamp"
  feature_cols: "feature_0,feature_1"

model: 
  name: TimesNet_AD
  model_cfg:
    e_layers: 2
    num_kernels: 6
    d_model: 32
    d_ff: 64
    top_k: 3 
    window_sampling_limit: Null
    optimizer_params:
      learning_rate: 0.0005
      gamma: 0.9