Class: Aws::SageMaker::Types::HumanLoopConfig

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

Overview

Describes the work to be performed by human workers.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#human_task_ui_arn ⇒ String

The Amazon Resource Name (ARN) of the human task user interface.

You can use standard HTML and Crowd HTML Elements to create a custom worker task template. You use this template to create a human task UI.

To learn how to create a custom HTML template, see [Create Custom Worker Task Template].

To learn how to create a human task UI, which is a worker task template that can be used in a flow definition, see [Create and Delete a Worker Task Templates].

[1]: docs.aws.amazon.com/sagemaker/latest/dg/a2i-custom-templates.html [2]: docs.aws.amazon.com/sagemaker/latest/dg/a2i-worker-template-console.html

Returns:

  • (String) 

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# File 'lib/aws-sdk-sagemaker/types.rb', line 23307

class HumanLoopConfig < Struct.new(
  :workteam_arn,
  :human_task_ui_arn,
  :task_title,
  :task_description,
  :task_count,
  :task_availability_lifetime_in_seconds,
  :task_time_limit_in_seconds,
  :task_keywords,
  :public_workforce_task_price)
  SENSITIVE = []
  include Aws::Structure
end

#public_workforce_task_price ⇒ Types::PublicWorkforceTaskPrice

Defines the amount of money paid to an Amazon Mechanical Turk worker for each task performed.

Use one of the following prices for bounding box tasks. Prices are in US dollars and should be based on the complexity of the task; the longer it takes in your initial testing, the more you should offer.

  • 0.036

  • 0.048

  • 0.060

  • 0.072

  • 0.120

  • 0.240

  • 0.360

  • 0.480

  • 0.600

  • 0.720

  • 0.840

  • 0.960

  • 1.080

  • 1.200

Use one of the following prices for image classification, text classification, and custom tasks. Prices are in US dollars.

  • 0.012

  • 0.024

  • 0.036

  • 0.048

  • 0.060

  • 0.072

  • 0.120

  • 0.240

  • 0.360

  • 0.480

  • 0.600

  • 0.720

  • 0.840

  • 0.960

  • 1.080

  • 1.200

Use one of the following prices for semantic segmentation tasks. Prices are in US dollars.

  • 0.840

  • 0.960

  • 1.080

  • 1.200

Use one of the following prices for Textract AnalyzeDocument Important Form Key Amazon Augmented AI review tasks. Prices are in US dollars.

  • 2.400

  • 2.280

  • 2.160

  • 2.040

  • 1.920

  • 1.800

  • 1.680

  • 1.560

  • 1.440

  • 1.320

  • 1.200

  • 1.080

  • 0.960

  • 0.840

  • 0.720

  • 0.600

  • 0.480

  • 0.360

  • 0.240

  • 0.120

  • 0.072

  • 0.060

  • 0.048

  • 0.036

  • 0.024

  • 0.012

Use one of the following prices for Rekognition DetectModerationLabels Amazon Augmented AI review tasks. Prices are in US dollars.

  • 1.200

  • 1.080

  • 0.960

  • 0.840

  • 0.720

  • 0.600

  • 0.480

  • 0.360

  • 0.240

  • 0.120

  • 0.072

  • 0.060

  • 0.048

  • 0.036

  • 0.024

  • 0.012

Use one of the following prices for Amazon Augmented AI custom human review tasks. Prices are in US dollars.

  • 1.200

  • 1.080

  • 0.960

  • 0.840

  • 0.720

  • 0.600

  • 0.480

  • 0.360

  • 0.240

  • 0.120

  • 0.072

  • 0.060

  • 0.048

  • 0.036

  • 0.024

  • 0.012

Returns:


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# File 'lib/aws-sdk-sagemaker/types.rb', line 23307

class HumanLoopConfig < Struct.new(
  :workteam_arn,
  :human_task_ui_arn,
  :task_title,
  :task_description,
  :task_count,
  :task_availability_lifetime_in_seconds,
  :task_time_limit_in_seconds,
  :task_keywords,
  :public_workforce_task_price)
  SENSITIVE = []
  include Aws::Structure
end

#task_availability_lifetime_in_seconds ⇒ Integer

The length of time that a task remains available for review by human workers.

Returns:

  • (Integer) 

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# File 'lib/aws-sdk-sagemaker/types.rb', line 23307

class HumanLoopConfig < Struct.new(
  :workteam_arn,
  :human_task_ui_arn,
  :task_title,
  :task_description,
  :task_count,
  :task_availability_lifetime_in_seconds,
  :task_time_limit_in_seconds,
  :task_keywords,
  :public_workforce_task_price)
  SENSITIVE = []
  include Aws::Structure
end

#task_count ⇒ Integer

The number of distinct workers who will perform the same task on each object. For example, if ‘TaskCount` is set to `3` for an image classification labeling job, three workers will classify each input image. Increasing `TaskCount` can improve label accuracy.

Returns:

  • (Integer) 

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# File 'lib/aws-sdk-sagemaker/types.rb', line 23307

class HumanLoopConfig < Struct.new(
  :workteam_arn,
  :human_task_ui_arn,
  :task_title,
  :task_description,
  :task_count,
  :task_availability_lifetime_in_seconds,
  :task_time_limit_in_seconds,
  :task_keywords,
  :public_workforce_task_price)
  SENSITIVE = []
  include Aws::Structure
end

#task_description ⇒ String

A description for the human worker task.

Returns:

  • (String) 

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# File 'lib/aws-sdk-sagemaker/types.rb', line 23307

class HumanLoopConfig < Struct.new(
  :workteam_arn,
  :human_task_ui_arn,
  :task_title,
  :task_description,
  :task_count,
  :task_availability_lifetime_in_seconds,
  :task_time_limit_in_seconds,
  :task_keywords,
  :public_workforce_task_price)
  SENSITIVE = []
  include Aws::Structure
end

#task_keywords ⇒ Array<String>

Keywords used to describe the task so that workers can discover the task.

Returns:

  • (Array<String>) 

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# File 'lib/aws-sdk-sagemaker/types.rb', line 23307

class HumanLoopConfig < Struct.new(
  :workteam_arn,
  :human_task_ui_arn,
  :task_title,
  :task_description,
  :task_count,
  :task_availability_lifetime_in_seconds,
  :task_time_limit_in_seconds,
  :task_keywords,
  :public_workforce_task_price)
  SENSITIVE = []
  include Aws::Structure
end

#task_time_limit_in_seconds ⇒ Integer

The amount of time that a worker has to complete a task. The default value is 3,600 seconds (1 hour).

Returns:

  • (Integer) 

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# File 'lib/aws-sdk-sagemaker/types.rb', line 23307

class HumanLoopConfig < Struct.new(
  :workteam_arn,
  :human_task_ui_arn,
  :task_title,
  :task_description,
  :task_count,
  :task_availability_lifetime_in_seconds,
  :task_time_limit_in_seconds,
  :task_keywords,
  :public_workforce_task_price)
  SENSITIVE = []
  include Aws::Structure
end

#task_title ⇒ String

A title for the human worker task.

Returns:

  • (String) 

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# File 'lib/aws-sdk-sagemaker/types.rb', line 23307

class HumanLoopConfig < Struct.new(
  :workteam_arn,
  :human_task_ui_arn,
  :task_title,
  :task_description,
  :task_count,
  :task_availability_lifetime_in_seconds,
  :task_time_limit_in_seconds,
  :task_keywords,
  :public_workforce_task_price)
  SENSITIVE = []
  include Aws::Structure
end

#workteam_arn ⇒ String

Amazon Resource Name (ARN) of a team of workers. To learn more about the types of workforces and work teams you can create and use with Amazon A2I, see [Create and Manage Workforces].

[1]: docs.aws.amazon.com/sagemaker/latest/dg/sms-workforce-management.html

Returns:

  • (String) 

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# File 'lib/aws-sdk-sagemaker/types.rb', line 23307

class HumanLoopConfig < Struct.new(
  :workteam_arn,
  :human_task_ui_arn,
  :task_title,
  :task_description,
  :task_count,
  :task_availability_lifetime_in_seconds,
  :task_time_limit_in_seconds,
  :task_keywords,
  :public_workforce_task_price)
  SENSITIVE = []
  include Aws::Structure
end