Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1SchemaTrainingjobDefinitionHyperparameterTuningJobSpec

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/aiplatform_v1beta1/classes.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1SchemaTrainingjobDefinitionHyperparameterTuningJobSpec

Returns a new instance of GoogleCloudAiplatformV1beta1SchemaTrainingjobDefinitionHyperparameterTuningJobSpec.



21682
21683
21684
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 21682

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) 


21660
21661
21662
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 21660

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) 


21665
21666
21667
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 21665

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) 


21670
21671
21672
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 21670

def parallel_trial_count
  @parallel_trial_count
end

#study_spec ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1StudySpec

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

Returns:



21675
21676
21677
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 21675

def study_spec
  @study_spec
end

#trial_job_spec ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1CustomJobSpec

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

Returns:



21680
21681
21682
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 21680

def trial_job_spec
  @trial_job_spec
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



21687
21688
21689
21690
21691
21692
21693
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 21687

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