Class: Aws::Personalize::Types::Algorithm

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

Overview

Describes a custom algorithm.

Instance Attribute Summary collapse

Instance Attribute Details

#algorithm_arnString

The Amazon Resource Name (ARN) of the algorithm.

Returns:

  • (String)


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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 59

class Algorithm < Struct.new(
  :name,
  :algorithm_arn,
  :algorithm_image,
  :default_hyper_parameters,
  :default_hyper_parameter_ranges,
  :default_resource_config,
  :training_input_mode,
  :role_arn,
  :creation_date_time,
  :last_updated_date_time)
  include Aws::Structure
end

#algorithm_imageTypes::AlgorithmImage

The URI of the Docker container for the algorithm image.



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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 59

class Algorithm < Struct.new(
  :name,
  :algorithm_arn,
  :algorithm_image,
  :default_hyper_parameters,
  :default_hyper_parameter_ranges,
  :default_resource_config,
  :training_input_mode,
  :role_arn,
  :creation_date_time,
  :last_updated_date_time)
  include Aws::Structure
end

#creation_date_timeTime

The date and time (in Unix time) that the algorithm was created.

Returns:

  • (Time)


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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 59

class Algorithm < Struct.new(
  :name,
  :algorithm_arn,
  :algorithm_image,
  :default_hyper_parameters,
  :default_hyper_parameter_ranges,
  :default_resource_config,
  :training_input_mode,
  :role_arn,
  :creation_date_time,
  :last_updated_date_time)
  include Aws::Structure
end

#default_hyper_parameter_rangesTypes::DefaultHyperParameterRanges

Specifies the default hyperparameters, their ranges, and whether they are tunable. A tunable hyperparameter can have its value determined during hyperparameter optimization (HPO).



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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 59

class Algorithm < Struct.new(
  :name,
  :algorithm_arn,
  :algorithm_image,
  :default_hyper_parameters,
  :default_hyper_parameter_ranges,
  :default_resource_config,
  :training_input_mode,
  :role_arn,
  :creation_date_time,
  :last_updated_date_time)
  include Aws::Structure
end

#default_hyper_parametersHash<String,String>

Specifies the default hyperparameters.

Returns:

  • (Hash<String,String>)


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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 59

class Algorithm < Struct.new(
  :name,
  :algorithm_arn,
  :algorithm_image,
  :default_hyper_parameters,
  :default_hyper_parameter_ranges,
  :default_resource_config,
  :training_input_mode,
  :role_arn,
  :creation_date_time,
  :last_updated_date_time)
  include Aws::Structure
end

#default_resource_configHash<String,String>

Specifies the default maximum number of training jobs and parallel training jobs.

Returns:

  • (Hash<String,String>)


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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 59

class Algorithm < Struct.new(
  :name,
  :algorithm_arn,
  :algorithm_image,
  :default_hyper_parameters,
  :default_hyper_parameter_ranges,
  :default_resource_config,
  :training_input_mode,
  :role_arn,
  :creation_date_time,
  :last_updated_date_time)
  include Aws::Structure
end

#last_updated_date_timeTime

The date and time (in Unix time) that the algorithm was last updated.

Returns:

  • (Time)


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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 59

class Algorithm < Struct.new(
  :name,
  :algorithm_arn,
  :algorithm_image,
  :default_hyper_parameters,
  :default_hyper_parameter_ranges,
  :default_resource_config,
  :training_input_mode,
  :role_arn,
  :creation_date_time,
  :last_updated_date_time)
  include Aws::Structure
end

#nameString

The name of the algorithm.

Returns:

  • (String)


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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 59

class Algorithm < Struct.new(
  :name,
  :algorithm_arn,
  :algorithm_image,
  :default_hyper_parameters,
  :default_hyper_parameter_ranges,
  :default_resource_config,
  :training_input_mode,
  :role_arn,
  :creation_date_time,
  :last_updated_date_time)
  include Aws::Structure
end

#role_arnString

The Amazon Resource Name (ARN) of the role.

Returns:

  • (String)


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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 59

class Algorithm < Struct.new(
  :name,
  :algorithm_arn,
  :algorithm_image,
  :default_hyper_parameters,
  :default_hyper_parameter_ranges,
  :default_resource_config,
  :training_input_mode,
  :role_arn,
  :creation_date_time,
  :last_updated_date_time)
  include Aws::Structure
end

#training_input_modeString

The training input mode.

Returns:

  • (String)


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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 59

class Algorithm < Struct.new(
  :name,
  :algorithm_arn,
  :algorithm_image,
  :default_hyper_parameters,
  :default_hyper_parameter_ranges,
  :default_resource_config,
  :training_input_mode,
  :role_arn,
  :creation_date_time,
  :last_updated_date_time)
  include Aws::Structure
end