Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SchemaTrainingjobDefinitionAutoMlImageSegmentationInputs

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) ⇒ GoogleCloudAiplatformV1SchemaTrainingjobDefinitionAutoMlImageSegmentationInputs

Returns a new instance of GoogleCloudAiplatformV1SchemaTrainingjobDefinitionAutoMlImageSegmentationInputs.



30842
30843
30844
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 30842

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

Instance Attribute Details

#base_model_id ⇒ String

The ID of the base model. If it is specified, the new model will be trained based on the base model. Otherwise, the new model will be trained from scratch. The base model must be in the same Project and Location as the new Model to train, and have the same modelType. Corresponds to the JSON property baseModelId

Returns:

  • (String) 


30820
30821
30822
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 30820

def base_model_id
  @base_model_id
end

#budget_milli_node_hours ⇒ Fixnum

The training budget of creating this model, expressed in milli node hours i.e. 1,000 value in this field means 1 node hour. The actual metadata. costMilliNodeHours will be equal or less than this value. If further model training ceases to provide any improvements, it will stop without using the full budget and the metadata.successfulStopReason will be model-converged. Note, node_hour = actual_hour * number_of_nodes_involved. Or actual_wall_clock_hours = train_budget_milli_node_hours / ( number_of_nodes_involved * 1000) For modelType cloud-high-accuracy-1(default) , the budget must be between 20,000 and 2,000,000 milli node hours, inclusive. The default value is 192,000 which represents one day in wall time (1000 milli

  • 24 hours * 8 nodes). Corresponds to the JSON property budgetMilliNodeHours

Returns:

  • (Fixnum) 


30835
30836
30837
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 30835

def budget_milli_node_hours
  @budget_milli_node_hours
end

#model_type ⇒ String

Corresponds to the JSON property modelType

Returns:

  • (String) 


30840
30841
30842
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 30840

def model_type
  @model_type
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



30847
30848
30849
30850
30851
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 30847

def update!(**args)
  @base_model_id = args[:base_model_id] if args.key?(:base_model_id)
  @budget_milli_node_hours = args[:budget_milli_node_hours] if args.key?(:budget_milli_node_hours)
  @model_type = args[:model_type] if args.key?(:model_type)
end