Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SchemaTrainingjobDefinitionHyperparameterTuningJobSpec

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/aiplatform_v1/classes.rb,
lib/google/apis/aiplatform_v1/representations.rb,
lib/google/apis/aiplatform_v1/representations.rb

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1SchemaTrainingjobDefinitionHyperparameterTuningJobSpec

Returns a new instance of GoogleCloudAiplatformV1SchemaTrainingjobDefinitionHyperparameterTuningJobSpec.



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 30075

def initialize(**args)
   update!(**args)
end

Instance Attribute Details

#max_failed_trial_count ⇒ Fixnum

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. Corresponds to the JSON property maxFailedTrialCount

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 30053

def max_failed_trial_count
  @max_failed_trial_count
end

#max_trial_count ⇒ Fixnum

The desired total number of Trials. Corresponds to the JSON property maxTrialCount

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 30058

def max_trial_count
  @max_trial_count
end

#parallel_trial_count ⇒ Fixnum

The desired number of Trials to run in parallel. Corresponds to the JSON property parallelTrialCount

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 30063

def parallel_trial_count
  @parallel_trial_count
end

#study_spec ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1StudySpec

Represents specification of a Study. Corresponds to the JSON property studySpec

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 30068

def study_spec
  @study_spec
end

#trial_job_spec ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1CustomJobSpec

Represents the spec of a CustomJob. Corresponds to the JSON property trialJobSpec

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 30073

def trial_job_spec
  @trial_job_spec
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 30080

def update!(**args)
  @max_failed_trial_count = args[:max_failed_trial_count] if args.key?(:max_failed_trial_count)
  @max_trial_count = args[:max_trial_count] if args.key?(:max_trial_count)
  @parallel_trial_count = args[:parallel_trial_count] if args.key?(:parallel_trial_count)
  @study_spec = args[:study_spec] if args.key?(:study_spec)
  @trial_job_spec = args[:trial_job_spec] if args.key?(:trial_job_spec)
end