Class: Aws::SageMaker::Types::HyperParameterTuningJobCompletionDetails

Inherits:

Struct

Object
Struct
Aws::SageMaker::Types::HyperParameterTuningJobCompletionDetails

show all

Includes:: Aws::Structure

Defined in:: lib/aws-sdk-sagemaker/types.rb

Overview

A structure that contains runtime information about both current and completed hyperparameter tuning jobs.

Constant Summary collapse

SENSITIVE =

[]

Instance Attribute Summary collapse

#convergence_detected_time ⇒ Time

The time in timestamp format that AMT detected model convergence, as defined by a lack of significant improvement over time based on criteria developed over a wide range of diverse benchmarking tests.
#number_of_training_jobs_objective_not_improving ⇒ Integer

The number of training jobs launched by a tuning job that are not improving (1% or less) as measured by model performance evaluated against an objective function.

Instance Attribute Details

#convergence_detected_time ⇒ `Time`

The time in timestamp format that AMT detected model convergence, as defined by a lack of significant improvement over time based on criteria developed over a wide range of diverse benchmarking tests.

Returns:

(Time)

# File 'lib/aws-sdk-sagemaker/types.rb', line 23208

class HyperParameterTuningJobCompletionDetails < Struct.new(
  :number_of_training_jobs_objective_not_improving,
  :convergence_detected_time)
  SENSITIVE = []
  include Aws::Structure
end

#number_of_training_jobs_objective_not_improving ⇒ `Integer`

The number of training jobs launched by a tuning job that are not improving (1% or less) as measured by model performance evaluated against an objective function.