Class: Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::DiscreteValueSpec

Inherits:

Object

Object
Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::DiscreteValueSpec

show all

Extended by:: Protobuf::MessageExts::ClassMethods

Includes:: Protobuf::MessageExts

Defined in:: proto_docs/google/cloud/aiplatform/v1/study.rb

Overview

Value specification for a parameter in DISCRETE type.

Instance Attribute Summary collapse

#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 Attribute Details

#default_value ⇒ `::Float`

Returns 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.

Returns:

(::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.

# File 'proto_docs/google/cloud/aiplatform/v1/study.rb', line 424

class DiscreteValueSpec
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#values ⇒ `::Array<::Float>`

Returns 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.