config_frameworkcontroller.yml 1.01 KB
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authorName: default
experimentName: example_mnist
trialConcurrency: 1
maxExecDuration: 1h
maxTrialNum: 10
#choice: local, remote, pai, kubeflow
trainingServicePlatform: frameworkcontroller
searchSpacePath: search_space.json
#choice: true, false
useAnnotation: false
tuner:
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  #choice: TPE, Random, Anneal, Evolution, BatchTuner, MetisTuner, GPTuner
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  builtinTunerName: TPE
  classArgs:
    #choice: maximize, minimize
    optimize_mode: maximize
assessor:
  builtinAssessorName: Medianstop
  classArgs:
    optimize_mode: maximize
trial:
  codeDir: .
  taskRoles:
    - name: worker
      taskNum: 1
      command: python3 mnist.py
      gpuNum: 1
      cpuNum: 1
      memoryMB: 8192
      image: msranni/nni:latest
      frameworkAttemptCompletionPolicy:
        minFailedTaskCount: 1
        minSucceededTaskCount: 1
frameworkcontrollerConfig:
  storage: nfs
  nfs:
    # Your NFS server IP, like 10.10.10.10
    server: {your_nfs_server_ip}
    # Your NFS server export path, like /var/nfs/nni
    path: {your_nfs_server_export_path}