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.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#algorithm_arn ⇒ String

The Amazon Resource Name (ARN) of the algorithm.

Returns:

  • (String) 


61
62
63
64
65
66
67
68
69
70
71
72
73
74
 
# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 61

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)
  SENSITIVE = []
  include Aws::Structure
end

#algorithm_image ⇒ Types::AlgorithmImage

The URI of the Docker container for the algorithm image.

Returns:



61
62
63
64
65
66
67
68
69
70
71
72
73
74
 
# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 61

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)
  SENSITIVE = []
  include Aws::Structure
end

#creation_date_time ⇒ Time

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

Returns:

  • (Time) 


61
62
63
64
65
66
67
68
69
70
71
72
73
74
 
# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 61

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)
  SENSITIVE = []
  include Aws::Structure
end

#default_hyper_parameter_ranges ⇒ Types::DefaultHyperParameterRanges

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

Returns:



61
62
63
64
65
66
67
68
69
70
71
72
73
74
 
# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 61

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)
  SENSITIVE = []
  include Aws::Structure
end

#default_hyper_parameters ⇒ Hash<String,String>

Specifies the default hyperparameters.

Returns:

  • (Hash<String,String>) 


61
62
63
64
65
66
67
68
69
70
71
72
73
74
 
# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 61

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)
  SENSITIVE = []
  include Aws::Structure
end

#default_resource_config ⇒ Hash<String,String>

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

Returns:

  • (Hash<String,String>) 


61
62
63
64
65
66
67
68
69
70
71
72
73
74
 
# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 61

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)
  SENSITIVE = []
  include Aws::Structure
end

#last_updated_date_time ⇒ Time

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

Returns:

  • (Time) 


61
62
63
64
65
66
67
68
69
70
71
72
73
74
 
# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 61

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)
  SENSITIVE = []
  include Aws::Structure
end

#name ⇒ String

The name of the algorithm.

Returns:

  • (String) 


61
62
63
64
65
66
67
68
69
70
71
72
73
74
 
# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 61

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)
  SENSITIVE = []
  include Aws::Structure
end

#role_arn ⇒ String

The Amazon Resource Name (ARN) of the role.

Returns:

  • (String) 


61
62
63
64
65
66
67
68
69
70
71
72
73
74
 
# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 61

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)
  SENSITIVE = []
  include Aws::Structure
end

#training_input_mode ⇒ String

The training input mode.

Returns:

  • (String) 


61
62
63
64
65
66
67
68
69
70
71
72
73
74
 
# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 61

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)
  SENSITIVE = []
  include Aws::Structure
end