Class: Aws::SageMaker::Types::TrialComponentMetricSummary

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::TrialComponentMetricSummary

Includes:

Aws::Structure

Defined in:

lib/aws-sdk-sagemaker/types.rb

Overview

A summary of the metrics of a trial component.

See Also:

• AWS API Documentation

Instance Attribute Summary

• #avg ⇒ Float

  The average value of the metric.

• #count ⇒ Integer

  The number of samples used to generate the metric.

• #last ⇒ Float

  The most recent value of the metric.

• #max ⇒ Float

  The maximum value of the metric.

• #metric_name ⇒ String

  The name of the metric.

• #min ⇒ Float

  The minimum value of the metric.

• #source_arn ⇒ String

  The Amazon Resource Name (ARN) of the source.

• #std_dev ⇒ Float

  The standard deviation of the metric.

• #time_stamp ⇒ Time

  When the metric was last updated.

Instance Attribute Details

#avg ⇒ Float

The average value of the metric.

Returns:

• (Float)

# File 'lib/aws-sdk-sagemaker/types.rb', line 19257

class TrialComponentMetricSummary < Struct.new(
  :metric_name,
  :source_arn,
  :time_stamp,
  :max,
  :min,
  :last,
  :count,
  :avg,
  :std_dev)
  include Aws::Structure
end

#count ⇒ Integer

The number of samples used to generate the metric.

Returns:

• (Integer)

# File 'lib/aws-sdk-sagemaker/types.rb', line 19257

class TrialComponentMetricSummary < Struct.new(
  :metric_name,
  :source_arn,
  :time_stamp,
  :max,
  :min,
  :last,
  :count,
  :avg,
  :std_dev)
  include Aws::Structure
end

#last ⇒ Float

The most recent value of the metric.

Returns:

• (Float)

# File 'lib/aws-sdk-sagemaker/types.rb', line 19257

class TrialComponentMetricSummary < Struct.new(
  :metric_name,
  :source_arn,
  :time_stamp,
  :max,
  :min,
  :last,
  :count,
  :avg,
  :std_dev)
  include Aws::Structure
end

#max ⇒ Float

The maximum value of the metric.

Returns:

• (Float)

# File 'lib/aws-sdk-sagemaker/types.rb', line 19257

class TrialComponentMetricSummary < Struct.new(
  :metric_name,
  :source_arn,
  :time_stamp,
  :max,
  :min,
  :last,
  :count,
  :avg,
  :std_dev)
  include Aws::Structure
end

#metric_name ⇒ String

The name of the metric.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 19257

class TrialComponentMetricSummary < Struct.new(
  :metric_name,
  :source_arn,
  :time_stamp,
  :max,
  :min,
  :last,
  :count,
  :avg,
  :std_dev)
  include Aws::Structure
end

#min ⇒ Float

The minimum value of the metric.

Returns:

• (Float)

# File 'lib/aws-sdk-sagemaker/types.rb', line 19257

class TrialComponentMetricSummary < Struct.new(
  :metric_name,
  :source_arn,
  :time_stamp,
  :max,
  :min,
  :last,
  :count,
  :avg,
  :std_dev)
  include Aws::Structure
end

#source_arn ⇒ String

The Amazon Resource Name (ARN) of the source.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 19257

class TrialComponentMetricSummary < Struct.new(
  :metric_name,
  :source_arn,
  :time_stamp,
  :max,
  :min,
  :last,
  :count,
  :avg,
  :std_dev)
  include Aws::Structure
end

#std_dev ⇒ Float

The standard deviation of the metric.

Returns:

• (Float)

# File 'lib/aws-sdk-sagemaker/types.rb', line 19257

class TrialComponentMetricSummary < Struct.new(
  :metric_name,
  :source_arn,
  :time_stamp,
  :max,
  :min,
  :last,
  :count,
  :avg,
  :std_dev)
  include Aws::Structure
end

#time_stamp ⇒ Time

When the metric was last updated.

Returns:

• (Time)

# File 'lib/aws-sdk-sagemaker/types.rb', line 19257

class TrialComponentMetricSummary < Struct.new(
  :metric_name,
  :source_arn,
  :time_stamp,
  :max,
  :min,
  :last,
  :count,
  :avg,
  :std_dev)
  include Aws::Structure
end