HyperparameterTuningJobArgs constructor

const HyperparameterTuningJobArgs({ required Input<String> displayName, Input<GoogleCloudAiplatformV1EncryptionSpec>? encryptionSpec, Input<Map<String, String>>? labels, Input<String>? location, Input<int>? maxFailedTrialCount, required Input<int> maxTrialCount, required Input<int> parallelTrialCount, Input<String>? project, required Input<GoogleCloudAiplatformV1StudySpec> studySpec, required Input<GoogleCloudAiplatformV1CustomJobSpec> trialJobSpec, })

Creates a new HyperparameterTuningJobArgs. displayName The display name of the HyperparameterTuningJob. The name can be up to 128 characters long and can consist of any UTF-8 characters. encryptionSpec Customer-managed encryption key options for a HyperparameterTuningJob. If this is set, then all resources created by the HyperparameterTuningJob will be encrypted with the provided encryption key. labels The labels with user-defined metadata to organize HyperparameterTuningJobs. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https://goo.gl/xmQnxf for more information and examples of labels. location Optional. maxFailedTrialCount The number of failed Trials that need to be seen before failing the HyperparameterTuningJob. If set to 0, Vertex AI decides how many Trials must fail before the whole job fails. maxTrialCount The desired total number of Trials. parallelTrialCount The desired number of Trials to run in parallel. project Optional. studySpec Study configuration of the HyperparameterTuningJob. trialJobSpec The spec of a trial job. The same spec applies to the CustomJobs created in all the trials.

Implementation

const HyperparameterTuningJobArgs({
  required this.displayName,
  this.encryptionSpec,
  this.labels,
  this.location,
  this.maxFailedTrialCount,
  required this.maxTrialCount,
  required this.parallelTrialCount,
  this.project,
  required this.studySpec,
  required this.trialJobSpec,
});