data:
  num_nodes: 307
  lag: 12
  horizon: 12
  val_ratio: 0.2
  test_ratio: 0.2
  tod: False
  normalizer: std
  column_wise: True
  default_graph: True
  add_time_in_day: True
  add_day_in_week: True
  steps_per_day: 288
  days_per_week: 7

model:
  input_dim: 1
  output_dim: 1
  horizon: 12
  l1_decay: 0
  max_diffusion_step: 2
  cl_decay_steps: 1000
  filter_type: dual_random_walk
  num_rnn_layers: 2
  rnn_units: 64
  seq_len: 12
  use_curriculum_learning: True

train:
  loss_func: mask_mae
  seed: 10
  batch_size: 64
  epochs: 300
  lr_init: 0.001
  weight_decay: 0.0001
  lr_decay: True
  lr_decay_rate: 0.1
  lr_decay_step: "10,20,40,80"
  early_stop: True
  early_stop_patience: 25
  grad_norm: True
  max_grad_norm: 5
  real_value: False

test:
  mae_thresh: null
  mape_thresh: 0.0

log:
  log_step: 200
  plot: False