model_type: ecd
input_features:
  - name: history
    type: timeseries
    window_size: 128
    encoder:
      type: patchtst
      patch_size: 16
      patch_stride: 8
      d_model: 128
      num_heads: 8
      num_layers: 3
      output_size: 256
output_features:
  - name: forecast
    type: timeseries
    window_size: 24
trainer:
  epochs: 50
  optimizer:
    type: adamw
    lr: 1e-4