Class: Aws::Personalize::Types::HPOConfig

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

Overview

Describes the properties for hyperparameter optimization (HPO).

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#algorithm_hyper_parameter_ranges ⇒ Types::HyperParameterRanges

The hyperparameters and their allowable ranges.

Returns:



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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 3716

class HPOConfig < Struct.new(
  :hpo_objective,
  :hpo_resource_config,
  :algorithm_hyper_parameter_ranges)
  SENSITIVE = []
  include Aws::Structure
end

#hpo_objective ⇒ Types::HPOObjective

The metric to optimize during HPO.

Amazon Personalize doesn't support configuring the hpoObjective at this time.

Returns:



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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 3716

class HPOConfig < Struct.new(
  :hpo_objective,
  :hpo_resource_config,
  :algorithm_hyper_parameter_ranges)
  SENSITIVE = []
  include Aws::Structure
end

#hpo_resource_config ⇒ Types::HPOResourceConfig

Describes the resource configuration for HPO.

Returns:



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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 3716

class HPOConfig < Struct.new(
  :hpo_objective,
  :hpo_resource_config,
  :algorithm_hyper_parameter_ranges)
  SENSITIVE = []
  include Aws::Structure
end