model_type: ecd
split:
    type: hash
    column: Store_id
    probabilities:
    - 0.7
    - 0.15
    - 0.15
input_features:
  - name: Sales
    type: sequence
    encoder: stacked_cnn
    reduce_output: null
  - name: Order
    type: sequence
    encoder: stacked_cnn
    reduce_output: null
# ...omitted sections...

  - name: Location_Type
    type: category
    encoder: dense
  - name: Region_Code
    type: category
    encoder: dense
combiner:
    type: sequence
    main_sequence_feature: Order
    reduce_output: null
    encoder:
        type: parallel_cnn
output_features:
  - name: Order_sequence_label_2019-05-02
    type: number
    loss:
      type: mean_absolute_error
  - name: Order_sequence_label_2019-05-03
    type: number
    loss:
      type: mean_absolute_error
#...omitted sections...

      type: mean_absolute_error
  - name: Order_sequence_label_2019-05-30
    type: number
    loss:
      type: mean_absolute_error
  - name: Order_sequence_label_2019-05-31
    type: number
    loss:
      type: mean_absolute_error
trainer:
    epochs: 200
    learning_rate: 0.0001
    early_stop: 20
    evaluate_training_set: true
    validation_metric: mean_absolute_error
    validation_field: Order_sequence_label_2019-05-31