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.



30692
30693
30694
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 30692

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) 


30670
30671
30672
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 30670

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) 


30685
30686
30687
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 30685

def budget_milli_node_hours
  @budget_milli_node_hours
end

#model_type ⇒ String

Corresponds to the JSON property modelType

Returns:

  • (String) 


30690
30691
30692
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 30690

def model_type
  @model_type
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



30697
30698
30699
30700
30701
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 30697

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