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

model:
  embed_dim: 64
  skip_dim: 256
  lape_dim: 8
  geo_num_heads: 4
  sem_num_heads: 2
  t_num_heads: 2
  mlp_ratio: 4
  qkv_bias: True
  drop: 0.
  attn_drop: 0.
  drop_path: 0.3
  s_attn_size: 3
  t_attn_size: 3
  enc_depth: 6
  type_ln: pre
  type_short_path: hop
  input_dim: 3
  output_dim: 1
  input_window: 12
  output_window: 12
  add_time_in_day: True
  add_day_in_week: True
  world_size: 1
  huber_delta: 1
  quan_delta: 0.25
  far_mask_delta: 5
  dtw_delta: 5
  use_curriculum_learning: True
  step_size: 2500
  max_epoch: 200
  task_level: 0

train:
  loss_func: mae
  seed: 10
  batch_size: 64
  epochs: 300
  lr_init: 0.003
  weight_decay: 0
  lr_decay: False
  lr_decay_rate: 0.3
  lr_decay_step: "5,20,40,70"
  early_stop: True
  early_stop_patience: 15
  grad_norm: False
  max_grad_norm: 5
  real_value: True

test:
  mae_thresh: null
  mape_thresh: 0.0

log:
  log_step: 200
  plot: False