Class: Aws::SageMaker::Types::CreateTrialComponentRequest

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::CreateTrialComponentRequest

Defined in:

gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #display_name ⇒ String

  The name of the component as displayed.

• #end_time ⇒ Time

  When the component ended.

• #input_artifacts ⇒ Hash<String,Types::TrialComponentArtifact>

  The input artifacts for the component.

• #metadata_properties ⇒ Types::MetadataProperties

  Metadata properties of the tracking entity, trial, or trial component.

• #output_artifacts ⇒ Hash<String,Types::TrialComponentArtifact>

  The output artifacts for the component.

• #parameters ⇒ Hash<String,Types::TrialComponentParameterValue>

  The hyperparameters for the component.

• #start_time ⇒ Time

  When the component started.

• #status ⇒ Types::TrialComponentStatus

  The status of the component.

• #tags ⇒ Array<Types::Tag>

  A list of tags to associate with the component.

• #trial_component_name ⇒ String

  The name of the component.

Instance Attribute Details

#display_name ⇒ String

The name of the component as displayed. The name doesn't need to be unique. If DisplayName isn't specified, TrialComponentName is displayed.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11957

class CreateTrialComponentRequest < Struct.new(
  :trial_component_name,
  :display_name,
  :status,
  :start_time,
  :end_time,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :metadata_properties,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#end_time ⇒ Time

When the component ended.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11957

class CreateTrialComponentRequest < Struct.new(
  :trial_component_name,
  :display_name,
  :status,
  :start_time,
  :end_time,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :metadata_properties,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#input_artifacts ⇒ Hash<String,Types::TrialComponentArtifact>

The input artifacts for the component. Examples of input artifacts are datasets, algorithms, hyperparameters, source code, and instance types.

Returns:

• (Hash<String,Types::TrialComponentArtifact>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11957

class CreateTrialComponentRequest < Struct.new(
  :trial_component_name,
  :display_name,
  :status,
  :start_time,
  :end_time,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :metadata_properties,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#metadata_properties ⇒ Types::MetadataProperties

Metadata properties of the tracking entity, trial, or trial component.

Returns:

• (Types::MetadataProperties)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11957

class CreateTrialComponentRequest < Struct.new(
  :trial_component_name,
  :display_name,
  :status,
  :start_time,
  :end_time,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :metadata_properties,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#output_artifacts ⇒ Hash<String,Types::TrialComponentArtifact>

The output artifacts for the component. Examples of output artifacts are metrics, snapshots, logs, and images.

Returns:

• (Hash<String,Types::TrialComponentArtifact>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11957

class CreateTrialComponentRequest < Struct.new(
  :trial_component_name,
  :display_name,
  :status,
  :start_time,
  :end_time,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :metadata_properties,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#parameters ⇒ Hash<String,Types::TrialComponentParameterValue>

The hyperparameters for the component.

Returns:

• (Hash<String,Types::TrialComponentParameterValue>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11957

class CreateTrialComponentRequest < Struct.new(
  :trial_component_name,
  :display_name,
  :status,
  :start_time,
  :end_time,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :metadata_properties,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#start_time ⇒ Time

When the component started.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11957

class CreateTrialComponentRequest < Struct.new(
  :trial_component_name,
  :display_name,
  :status,
  :start_time,
  :end_time,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :metadata_properties,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#status ⇒ Types::TrialComponentStatus

The status of the component. States include:

• InProgress

• Completed

• Failed

Returns:

• (Types::TrialComponentStatus)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11957

class CreateTrialComponentRequest < Struct.new(
  :trial_component_name,
  :display_name,
  :status,
  :start_time,
  :end_time,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :metadata_properties,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#tags ⇒ Array<Types::Tag>

A list of tags to associate with the component. You can use Search API to search on the tags.

Returns:

• (Array<Types::Tag>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11957

class CreateTrialComponentRequest < Struct.new(
  :trial_component_name,
  :display_name,
  :status,
  :start_time,
  :end_time,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :metadata_properties,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#trial_component_name ⇒ String

The name of the component. The name must be unique in your Amazon Web Services account and is not case-sensitive.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11957

class CreateTrialComponentRequest < Struct.new(
  :trial_component_name,
  :display_name,
  :status,
  :start_time,
  :end_time,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :metadata_properties,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end