Class: Google::Apis::LanguageV1beta2::XpsTablesTrainingOperationMetadata

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/language_v1beta2/classes.rb,
lib/google/apis/language_v1beta2/representations.rb,
lib/google/apis/language_v1beta2/representations.rb

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ XpsTablesTrainingOperationMetadata

Returns a new instance of XpsTablesTrainingOperationMetadata.



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# File 'lib/google/apis/language_v1beta2/classes.rb', line 4314

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

Instance Attribute Details

#create_model_stage ⇒ String

Current stage of creating model. Corresponds to the JSON property createModelStage

Returns:

  • (String) 


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# File 'lib/google/apis/language_v1beta2/classes.rb', line 4282

def create_model_stage
  @create_model_stage
end

#optimization_objective ⇒ String

The optimization objective for model. Corresponds to the JSON property optimizationObjective

Returns:

  • (String) 


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# File 'lib/google/apis/language_v1beta2/classes.rb', line 4287

def optimization_objective
  @optimization_objective
end

#top_trials ⇒ Array<Google::Apis::LanguageV1beta2::XpsTuningTrial>

This field is for training. When the operation is terminated successfully, AutoML Backend post this field to operation metadata in spanner. If the metadata has no trials returned, the training operation is supposed to be a failure. Corresponds to the JSON property topTrials

Returns:



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# File 'lib/google/apis/language_v1beta2/classes.rb', line 4295

def top_trials
  @top_trials
end

#train_budget_milli_node_hours ⇒ Fixnum

Creating model budget. Corresponds to the JSON property trainBudgetMilliNodeHours

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/language_v1beta2/classes.rb', line 4300

def train_budget_milli_node_hours
  @train_budget_milli_node_hours
end

#training_objective_points ⇒ Array<Google::Apis::LanguageV1beta2::XpsTrainingObjectivePoint>

This field records the training objective value with respect to time, giving insight into how the model architecture search is performing as training time elapses. Corresponds to the JSON property trainingObjectivePoints

Returns:



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# File 'lib/google/apis/language_v1beta2/classes.rb', line 4307

def training_objective_points
  @training_objective_points
end

#training_start_time ⇒ String

Timestamp when training process starts. Corresponds to the JSON property trainingStartTime

Returns:

  • (String) 


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# File 'lib/google/apis/language_v1beta2/classes.rb', line 4312

def training_start_time
  @training_start_time
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'lib/google/apis/language_v1beta2/classes.rb', line 4319

def update!(**args)
  @create_model_stage = args[:create_model_stage] if args.key?(:create_model_stage)
  @optimization_objective = args[:optimization_objective] if args.key?(:optimization_objective)
  @top_trials = args[:top_trials] if args.key?(:top_trials)
  @train_budget_milli_node_hours = args[:train_budget_milli_node_hours] if args.key?(:train_budget_milli_node_hours)
  @training_objective_points = args[:training_objective_points] if args.key?(:training_objective_points)
  @training_start_time = args[:training_start_time] if args.key?(:training_start_time)
end