config_hyperband.yml

authorName: default
experimentName: example_mnist_hyperband
trialConcurrency: 2
maxExecDuration: 100h
maxTrialNum: 10000
#choice: local, remote, pai
trainingServicePlatform: local
searchSpacePath: search_space.json
#choice: true, false
useAnnotation: false
advisor:
  #choice: Hyperband, BOHB
  builtinAdvisorName: Hyperband
  classArgs:
    #R: the maximum trial budget (could be the number of mini-batches or epochs) can be
    #   allocated to a trial. Each trial should use trial budget to control how long it runs.
    R: 100
    #eta: proportion of discarded trials
    eta: 3
    #choice: maximize, minimize
    optimize_mode: maximize
    #choice: serial, parallelism
    exec_mode: parallelism
trial:
  command: python3 mnist.py
  codeDir: .
  gpuNum: 0