Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1TrialContext

Inherits:

Object

• Object
• Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1TrialContext

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

Next ID: 3

Instance Attribute Summary

• #description ⇒ String

  A human-readable field which can store a description of this context.

• #parameters ⇒ Array<Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1TrialParameter>

  If/when a Trial is generated or selected from this Context, its Parameters will match any parameters specified here.

Instance Method Summary

• #initialize(**args) ⇒ GoogleCloudAiplatformV1beta1TrialContext constructor

  A new instance of GoogleCloudAiplatformV1beta1TrialContext.

• #update!(**args) ⇒ Object

  Update properties of this object.

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1TrialContext

Returns a new instance of GoogleCloudAiplatformV1beta1TrialContext.

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 33020

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

Instance Attribute Details

#description ⇒ String

A human-readable field which can store a description of this context. This will become part of the resulting Trial's description field. Corresponds to the JSON property description

Returns:

• (String)

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 33007

def description
  @description
end

#parameters ⇒ Array<Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1TrialParameter>

If/when a Trial is generated or selected from this Context, its Parameters will match any parameters specified here. (I.e. if this context specifies parameter name:'a' int_value:3, then a resulting Trial will have int_value:3 for its parameter named 'a'.) Note that we first attempt to match existing REQUESTED Trials with contexts, and if there are no matches, we generate suggestions in the subspace defined by the parameters specified here. NOTE: a Context without any Parameters matches the entire feasible search space. Corresponds to the JSON property parameters

Returns:

• (Array<Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1TrialParameter>)

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 33018

def parameters
  @parameters
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 33025

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