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

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

A summary of the metrics of a trial component.

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#avgFloat

The average value of the metric.

Returns:

  • (Float)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 40865

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

#countInteger

The number of samples used to generate the metric.

Returns:

  • (Integer)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 40865

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

#lastFloat

The most recent value of the metric.

Returns:

  • (Float)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 40865

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

#maxFloat

The maximum value of the metric.

Returns:

  • (Float)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 40865

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

#metric_nameString

The name of the metric.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 40865

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

#minFloat

The minimum value of the metric.

Returns:

  • (Float)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 40865

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

#source_arnString

The Amazon Resource Name (ARN) of the source.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 40865

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

#std_devFloat

The standard deviation of the metric.

Returns:

  • (Float)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 40865

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

#time_stampTime

When the metric was last updated.

Returns:

  • (Time)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 40865

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