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.



29661
29662
29663
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 29661

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) 


29639
29640
29641
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 29639

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) 


29644
29645
29646
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 29644

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) 


29649
29650
29651
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 29649

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:



29654
29655
29656
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 29654

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:



29659
29660
29661
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 29659

def trial_job_spec
  @trial_job_spec
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



29666
29667
29668
29669
29670
29671
29672
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 29666

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