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AutoGL/configs/nodeclf_nas_macro_benchmark...

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  1. ensemble:

  2.   name: null

  3. feature:

  4. - name: PYGNormalizeFeatures

  5. hpo:

  6.   max_evals: 10

  7.   name: random

  8. nas:

  9.   space:

  10.     name: graphnas

  11.     hidden_dim: 64

  12.     layer_number: 2

  13.   algorithm:

  14.     name: rl

  15.     num_epochs: 200

  16.   estimator:

  17.     name: scratch_hardware

  18. models: []

  19. trainer:

  20.   hp_space:

  21.   - maxValue: 300

  22.     minValue: 100

  23.     parameterName: max_epoch

  24.     scalingType: LINEAR

  25.     type: INTEGER

  26.   - maxValue: 30

  27.     minValue: 10

  28.     parameterName: early_stopping_round

  29.     scalingType: LINEAR

  30.     type: INTEGER

  31.   - maxValue: 0.05

  32.     minValue: 0.01

  33.     parameterName: lr

  34.     scalingType: LOG

  35.     type: DOUBLE

  36.   - maxValue: 0.0005

  37.     minValue: 5.0e-05

  38.     parameterName: weight_decay

  39.     scalingType: LOG

  40.     type: DOUBLE