config.yaml

search_space:
  features:
    _type: choice
    _value: [ 128, 256, 512, 1024 ]
  lr:
    _type: loguniform
    _value: [ 0.0001, 0.1 ]
  momentum:
    _type: uniform
    _value: [ 0, 1 ]

trial_command: python model.py
trial_code_directory: .

trial_concurrency: 2
max_trial_number: 10

tuner:
  name: TPE
  class_args:
    optimize_mode: maximize

training_service:
  platform: local