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.



20227
20228
20229
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20227

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) 


20205
20206
20207
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20205

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) 


20210
20211
20212
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20210

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) 


20215
20216
20217
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20215

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:



20220
20221
20222
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20220

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:



20225
20226
20227
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20225

def trial_job_spec
  @trial_job_spec
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



20232
20233
20234
20235
20236
20237
20238
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20232

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