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Class: Aws::SageMaker::Types::IntegerParameterRange

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

Overview

Note:

When making an API call, you may pass IntegerParameterRange data as a hash:

{
  name: "ParameterKey", # required
  min_value: "ParameterValue", # required
  max_value: "ParameterValue", # required
  scaling_type: "Auto", # accepts Auto, Linear, Logarithmic, ReverseLogarithmic
}

For a hyperparameter of the integer type, specifies the range that a hyperparameter tuning job searches.

Instance Attribute Summary collapse

Instance Attribute Details

#max_valueString

The maximum value of the hyperparameter to search.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6706

class IntegerParameterRange < Struct.new(
  :name,
  :min_value,
  :max_value,
  :scaling_type)
  include Aws::Structure
end

#min_valueString

The minimum value of the hyperparameter to search.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6706

class IntegerParameterRange < Struct.new(
  :name,
  :min_value,
  :max_value,
  :scaling_type)
  include Aws::Structure
end

#nameString

The name of the hyperparameter to search.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6706

class IntegerParameterRange < Struct.new(
  :name,
  :min_value,
  :max_value,
  :scaling_type)
  include Aws::Structure
end

#scaling_typeString

The scale that hyperparameter tuning uses to search the hyperparameter range. For information about choosing a hyperparameter scale, see Hyperparameter Scaling. One of the following values:

Auto

Amazon SageMaker hyperparameter tuning chooses the best scale for the hyperparameter.

Linear

Hyperparameter tuning searches the values in the hyperparameter range by using a linear scale.

Logarithmic

Hyperparemeter tuning searches the values in the hyperparameter range by using a logarithmic scale.

Logarithmic scaling works only for ranges that have only values greater than 0.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6706

class IntegerParameterRange < Struct.new(
  :name,
  :min_value,
  :max_value,
  :scaling_type)
  include Aws::Structure
end