Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1StudySpecParameterSpecDiscreteValueSpec

Inherits:

Object

• Object
• Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1StudySpecParameterSpecDiscreteValueSpec

Includes:

Core::Hashable, Core::JsonObjectSupport

Defined in:

lib/google/apis/aiplatform_v1beta1/classes.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb

Overview

Value specification for a parameter in DISCRETE type.

Instance Attribute Summary

• #default_value ⇒ Float

  A default value for a DISCRETE parameter that is assumed to be a relatively good starting point.

• #values ⇒ Array<Float>

  Required.

Instance Method Summary

• #initialize(**args) ⇒ GoogleCloudAiplatformV1beta1StudySpecParameterSpecDiscreteValueSpec constructor

  A new instance of GoogleCloudAiplatformV1beta1StudySpecParameterSpecDiscreteValueSpec.

• #update!(**args) ⇒ Object

  Update properties of this object.

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1StudySpecParameterSpecDiscreteValueSpec

Returns a new instance of GoogleCloudAiplatformV1beta1StudySpecParameterSpecDiscreteValueSpec.

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 31724

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

Instance Attribute Details

#default_value ⇒ Float

A default value for a DISCRETE parameter that is assumed to be a relatively good starting point. Unset value signals that there is no offered starting point. It automatically rounds to the nearest feasible discrete point. Currently only supported by the Vertex AI Vizier service. Not supported by HyperparameterTuningJob or TrainingPipeline. Corresponds to the JSON property defaultValue

Returns:

• (Float)

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 31714

def default_value
  @default_value
end

#values ⇒ Array<Float>

Required. A list of possible values. The list should be in increasing order and at least 1e-10 apart. For instance, this parameter might have possible settings of 1.5, 2.5, and 4.0. This list should not contain more than 1,000 values. Corresponds to the JSON property values

Returns:

• (Array<Float>)

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 31722

def values
  @values
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 31729

def update!(**args)
  @default_value = args[:default_value] if args.key?(:default_value)
  @values = args[:values] if args.key?(:values)
end