Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1StudySpecParameterSpecDiscreteValueSpec

Inherits:

Object

• Object
• Google::Apis::AiplatformV1::GoogleCloudAiplatformV1StudySpecParameterSpecDiscreteValueSpec

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

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) ⇒ GoogleCloudAiplatformV1StudySpecParameterSpecDiscreteValueSpec constructor

  A new instance of GoogleCloudAiplatformV1StudySpecParameterSpecDiscreteValueSpec.

• #update!(**args) ⇒ Object

  Update properties of this object.

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1StudySpecParameterSpecDiscreteValueSpec

Returns a new instance of GoogleCloudAiplatformV1StudySpecParameterSpecDiscreteValueSpec.

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 29012

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_v1/classes.rb', line 29002

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_v1/classes.rb', line 29010

def values
  @values
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 29017

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