basic:
  dataset: PEMS-BAY
  device: cuda:0
  mode: train
  model: HI
  seed: 2023

data:
  batch_size: 512
  column_wise: false
  days_per_week: 7
  horizon: 24
  input_dim: 1
  lag: 24
  normalizer: std
  num_nodes: 325
  steps_per_day: 288
  test_ratio: 0.2
  val_ratio: 0.2

model:
  input_len: 24
  output_len: 24
  reverse: False


train:
  batch_size: 512
  debug: false
  early_stop: true
  early_stop_patience: 15
  epochs: 1
  grad_norm: false
  log_step: 1000
  loss_func: mae
  lr_decay: true
  lr_decay_rate: 0.3
  lr_decay_step: 5,20,40,70
  lr_init: 0.0001
  mae_thresh: None
  mape_thresh: 0.001
  max_grad_norm: 5
  output_dim: 1
  optimizer: null
  plot: false
  real_value: true
  scheduler: null
  weight_decay: 0