Class: Google::Apis::LanguageV2::XpsImageClassificationTrainResponse

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/language_v2/classes.rb,
lib/google/apis/language_v2/representations.rb,
lib/google/apis/language_v2/representations.rb

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ XpsImageClassificationTrainResponse

Returns a new instance of XpsImageClassificationTrainResponse.



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# File 'lib/google/apis/language_v2/classes.rb', line 2325

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

Instance Attribute Details

#class_count ⇒ Fixnum

Total number of classes. Corresponds to the JSON property classCount

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/language_v2/classes.rb', line 2282

def class_count
  @class_count
end

#export_model_spec ⇒ Google::Apis::LanguageV2::XpsImageExportModelSpec

Information of downloadable models that are pre-generated as part of training flow and will be persisted in AutoMl backend. Upon receiving ExportModel request from user, AutoMl backend can serve the pre-generated models to user if exists (by copying the files from internal path to user provided location), otherwise, AutoMl backend will call xPS ExportModel API to generate the model on the fly with the requesting format. Corresponds to the JSON property exportModelSpec

Returns:



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# File 'lib/google/apis/language_v2/classes.rb', line 2292

def export_model_spec
  @export_model_spec
end

#model_artifact_spec ⇒ Google::Apis::LanguageV2::XpsImageModelArtifactSpec

Stores the locations and related metadata of the model artifacts. Populated for uCAIP requests only. Corresponds to the JSON property modelArtifactSpec

Returns:



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# File 'lib/google/apis/language_v2/classes.rb', line 2298

def model_artifact_spec
  @model_artifact_spec
end

#model_serving_spec ⇒ Google::Apis::LanguageV2::XpsImageModelServingSpec

Serving specification for image models. Corresponds to the JSON property modelServingSpec

Returns:



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# File 'lib/google/apis/language_v2/classes.rb', line 2303

def model_serving_spec
  @model_serving_spec
end

#stop_reason ⇒ String

Stop reason for training job, e.g. 'TRAIN_BUDGET_REACHED', 'MODEL_CONVERGED', ' MODEL_EARLY_STOPPED'. Corresponds to the JSON property stopReason

Returns:

  • (String) 


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# File 'lib/google/apis/language_v2/classes.rb', line 2309

def stop_reason
  @stop_reason
end

#train_cost_in_node_time ⇒ String

The actual cost to create this model. - For edge type model, the cost is expressed in node hour. - For cloud type model,the cost is expressed in compute hour. - Populated for models created before GA. To be deprecated after GA. Corresponds to the JSON property trainCostInNodeTime

Returns:

  • (String) 


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# File 'lib/google/apis/language_v2/classes.rb', line 2317

def train_cost_in_node_time
  @train_cost_in_node_time
end

#train_cost_node_seconds ⇒ Fixnum

The actual training cost, expressed in node seconds. Populated for models trained in node time. Corresponds to the JSON property trainCostNodeSeconds

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/language_v2/classes.rb', line 2323

def train_cost_node_seconds
  @train_cost_node_seconds
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'lib/google/apis/language_v2/classes.rb', line 2330

def update!(**args)
  @class_count = args[:class_count] if args.key?(:class_count)
  @export_model_spec = args[:export_model_spec] if args.key?(:export_model_spec)
  @model_artifact_spec = args[:model_artifact_spec] if args.key?(:model_artifact_spec)
  @model_serving_spec = args[:model_serving_spec] if args.key?(:model_serving_spec)
  @stop_reason = args[:stop_reason] if args.key?(:stop_reason)
  @train_cost_in_node_time = args[:train_cost_in_node_time] if args.key?(:train_cost_in_node_time)
  @train_cost_node_seconds = args[:train_cost_node_seconds] if args.key?(:train_cost_node_seconds)
end