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.



26629
26630
26631
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26629

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) 


26607
26608
26609
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26607

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) 


26612
26613
26614
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26612

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) 


26617
26618
26619
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26617

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:



26622
26623
26624
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26622

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:



26627
26628
26629
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26627

def trial_job_spec
  @trial_job_spec
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



26634
26635
26636
26637
26638
26639
26640
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26634

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