HyperparameterTuningJobSpec

Fields
studySpec object (StudySpec)

Study configuration of the HyperparameterTuningJob.

trialJobSpec object (CustomJobSpec)

The spec of a trial job. The same spec applies to the CustomJobs created in all the trials.

maxTrialCount integer

The desired total number of Trials.

parallelTrialCount integer

The desired number of Trials to run in parallel.

maxFailedTrialCount integer

The number of failed Trials that need to be seen before failing the HyperparameterTuningJob.

If set to 0, Agent Platform decides how many Trials must fail before the whole job fails.

JSON representation 
{
  "studySpec": {
    object (StudySpec)
  },
  "trialJobSpec": {
    object (CustomJobSpec)
  },
  "maxTrialCount": integer,
  "parallelTrialCount": integer,
  "maxFailedTrialCount": integer
}