Class: AWSCDK::Sagemaker::CfnModelCard::TrainingDetailsProperty

Inherits:

Jsii::Struct

• Object
• Jsii::Struct
• AWSCDK::Sagemaker::CfnModelCard::TrainingDetailsProperty

Defined in:

sagemaker/cfn_model_card.rb

Overview

The training details of the model.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-trainingdetails.html

Instance Attribute Summary

• #objective_function ⇒ AWSCDK::IResolvable, ... readonly

  The function that is optimized during model training.

• #training_job_details ⇒ AWSCDK::IResolvable, ... readonly

  Details about any associated training jobs.

• #training_observations ⇒ String^? readonly

  Any observations about training.

Class Method Summary

• .jsii_properties ⇒ Object

Instance Method Summary

• #initialize(objective_function: nil, training_job_details: nil, training_observations: nil) ⇒ TrainingDetailsProperty constructor

  A new instance of TrainingDetailsProperty.

• #to_jsii ⇒ Object

Constructor Details

#initialize(objective_function: nil, training_job_details: nil, training_observations: nil) ⇒ TrainingDetailsProperty

Returns a new instance of TrainingDetailsProperty.

Parameters:

• objective_function (AWSCDK::IResolvable, AWSCDK::Sagemaker::CfnModelCard::ObjectiveFunctionProperty, nil) (defaults to: nil) —

  The function that is optimized during model training.

• training_job_details (AWSCDK::IResolvable, AWSCDK::Sagemaker::CfnModelCard::TrainingJobDetailsProperty, nil) (defaults to: nil) —

  Details about any associated training jobs.

• training_observations (String, nil) (defaults to: nil) —

  Any observations about training.

# File 'sagemaker/cfn_model_card.rb', line 1813

def initialize(objective_function: nil, training_job_details: nil, training_observations: nil)
  @objective_function = objective_function.is_a?(Hash) ? ::AWSCDK::Sagemaker::CfnModelCard::ObjectiveFunctionProperty.new(**objective_function.transform_keys(&:to_sym)) : objective_function
  Jsii::Type.check_type(@objective_function, JSON.parse(Base64.strict_decode64("eyJ1bmlvbiI6eyJ0eXBlcyI6W3siZnFuIjoiYXdzLWNkay1saWIuSVJlc29sdmFibGUifSx7ImZxbiI6ImF3cy1jZGstbGliLmF3c19zYWdlbWFrZXIuQ2ZuTW9kZWxDYXJkLk9iamVjdGl2ZUZ1bmN0aW9uUHJvcGVydHkifV19fQ==")), "objectiveFunction") unless @objective_function.nil?
  @training_job_details = training_job_details.is_a?(Hash) ? ::AWSCDK::Sagemaker::CfnModelCard::TrainingJobDetailsProperty.new(**training_job_details.transform_keys(&:to_sym)) : training_job_details
  Jsii::Type.check_type(@training_job_details, JSON.parse(Base64.strict_decode64("eyJ1bmlvbiI6eyJ0eXBlcyI6W3siZnFuIjoiYXdzLWNkay1saWIuSVJlc29sdmFibGUifSx7ImZxbiI6ImF3cy1jZGstbGliLmF3c19zYWdlbWFrZXIuQ2ZuTW9kZWxDYXJkLlRyYWluaW5nSm9iRGV0YWlsc1Byb3BlcnR5In1dfX0=")), "trainingJobDetails") unless @training_job_details.nil?
  @training_observations = training_observations
  Jsii::Type.check_type(@training_observations, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJzdHJpbmcifQ==")), "trainingObservations") unless @training_observations.nil?
end

Instance Attribute Details

#objective_function ⇒ AWSCDK::IResolvable, ... (readonly)

The function that is optimized during model training.

Returns:

• (AWSCDK::IResolvable, AWSCDK::Sagemaker::CfnModelCard::ObjectiveFunctionProperty, nil)

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-trainingdetails.html#cfn-sagemaker-modelcard-trainingdetails-objectivefunction

# File 'sagemaker/cfn_model_card.rb', line 1826

def objective_function
  @objective_function
end

#training_job_details ⇒ AWSCDK::IResolvable, ... (readonly)

Details about any associated training jobs.

Returns:

• (AWSCDK::IResolvable, AWSCDK::Sagemaker::CfnModelCard::TrainingJobDetailsProperty, nil)

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-trainingdetails.html#cfn-sagemaker-modelcard-trainingdetails-trainingjobdetails

# File 'sagemaker/cfn_model_card.rb', line 1831

def training_job_details
  @training_job_details
end

#training_observations ⇒ String^? (readonly)

Any observations about training.

Returns:

• (String, nil)

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-trainingdetails.html#cfn-sagemaker-modelcard-trainingdetails-trainingobservations

# File 'sagemaker/cfn_model_card.rb', line 1836

def training_observations
  @training_observations
end

Class Method Details

.jsii_properties ⇒ Object

# File 'sagemaker/cfn_model_card.rb', line 1838

def self.jsii_properties
  {
    :objective_function => "objectiveFunction",
    :training_job_details => "trainingJobDetails",
    :training_observations => "trainingObservations",
  }
end

Instance Method Details

#to_jsii ⇒ Object

# File 'sagemaker/cfn_model_card.rb', line 1846

def to_jsii
  result = {}
  result.merge!({
    "objectiveFunction" => @objective_function,
    "trainingJobDetails" => @training_job_details,
    "trainingObservations" => @training_observations,
  })
  result.compact
end