Class: Aws::SageMaker::Types::DebugHookConfig

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

Overview

Configuration information for the Amazon SageMaker Debugger hook parameters, metric and tensor collections, and storage paths. To learn more about how to configure the ‘DebugHookConfig` parameter, see [Use the SageMaker and Debugger Configuration API Operations to Create, Update, and Debug Your Training Job].

[1]: docs.aws.amazon.com/sagemaker/latest/dg/debugger-createtrainingjob-api.html

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#collection_configurations ⇒ Array<Types::CollectionConfiguration>

Configuration information for Amazon SageMaker Debugger tensor collections. To learn more about how to configure the ‘CollectionConfiguration` parameter, see [Use the SageMaker and Debugger Configuration API Operations to Create, Update, and Debug Your Training Job].

[1]: docs.aws.amazon.com/sagemaker/latest/dg/debugger-createtrainingjob-api.html

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 10134

class DebugHookConfig < Struct.new(
  :local_path,
  :s3_output_path,
  :hook_parameters,
  :collection_configurations)
  SENSITIVE = []
  include Aws::Structure
end

#hook_parameters ⇒ Hash<String,String>

Configuration information for the Amazon SageMaker Debugger hook parameters.

Returns:

  • (Hash<String,String>) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 10134

class DebugHookConfig < Struct.new(
  :local_path,
  :s3_output_path,
  :hook_parameters,
  :collection_configurations)
  SENSITIVE = []
  include Aws::Structure
end

#local_path ⇒ String

Path to local storage location for metrics and tensors. Defaults to ‘/opt/ml/output/tensors/`.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 10134

class DebugHookConfig < Struct.new(
  :local_path,
  :s3_output_path,
  :hook_parameters,
  :collection_configurations)
  SENSITIVE = []
  include Aws::Structure
end

#s3_output_path ⇒ String

Path to Amazon S3 storage location for metrics and tensors.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 10134

class DebugHookConfig < Struct.new(
  :local_path,
  :s3_output_path,
  :hook_parameters,
  :collection_configurations)
  SENSITIVE = []
  include Aws::Structure
end