Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1StudySpecParameterSpec

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

Overview

Represents a single parameter to optimize.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1StudySpecParameterSpec

Returns a new instance of GoogleCloudAiplatformV1StudySpecParameterSpec.



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 25338

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

Instance Attribute Details

#categorical_value_spec ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1StudySpecParameterSpecCategoricalValueSpec

Value specification for a parameter in CATEGORICAL type. Corresponds to the JSON property categoricalValueSpec

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 25302

def categorical_value_spec
  @categorical_value_spec
end

#conditional_parameter_specs ⇒ Array<Google::Apis::AiplatformV1::GoogleCloudAiplatformV1StudySpecParameterSpecConditionalParameterSpec>

A conditional parameter node is active if the parameter's value matches the conditional node's parent_value_condition. If two items in conditional_parameter_specs have the same name, they must have disjoint parent_value_condition. Corresponds to the JSON property conditionalParameterSpecs

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 25310

def conditional_parameter_specs
  @conditional_parameter_specs
end

#discrete_value_spec ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1StudySpecParameterSpecDiscreteValueSpec

Value specification for a parameter in DISCRETE type. Corresponds to the JSON property discreteValueSpec

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 25315

def discrete_value_spec
  @discrete_value_spec
end

#double_value_spec ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1StudySpecParameterSpecDoubleValueSpec

Value specification for a parameter in DOUBLE type. Corresponds to the JSON property doubleValueSpec

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 25320

def double_value_spec
  @double_value_spec
end

#integer_value_spec ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1StudySpecParameterSpecIntegerValueSpec

Value specification for a parameter in INTEGER type. Corresponds to the JSON property integerValueSpec

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 25325

def integer_value_spec
  @integer_value_spec
end

#parameter_id ⇒ String

Required. The ID of the parameter. Must not contain whitespaces and must be unique amongst all ParameterSpecs. Corresponds to the JSON property parameterId

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 25331

def parameter_id
  @parameter_id
end

#scale_type ⇒ String

How the parameter should be scaled. Leave unset for CATEGORICAL parameters. Corresponds to the JSON property scaleType

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 25336

def scale_type
  @scale_type
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 25343

def update!(**args)
  @categorical_value_spec = args[:categorical_value_spec] if args.key?(:categorical_value_spec)
  @conditional_parameter_specs = args[:conditional_parameter_specs] if args.key?(:conditional_parameter_specs)
  @discrete_value_spec = args[:discrete_value_spec] if args.key?(:discrete_value_spec)
  @double_value_spec = args[:double_value_spec] if args.key?(:double_value_spec)
  @integer_value_spec = args[:integer_value_spec] if args.key?(:integer_value_spec)
  @parameter_id = args[:parameter_id] if args.key?(:parameter_id)
  @scale_type = args[:scale_type] if args.key?(:scale_type)
end