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

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::DebugHookConfig

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.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #collection_configurations ⇒ Array<Types::CollectionConfiguration>

  Configuration information for Amazon SageMaker Debugger tensor collections.

• #hook_parameters ⇒ Hash<String,String>

  Configuration information for the Amazon SageMaker Debugger hook parameters.

• #local_path ⇒ String

  Path to local storage location for metrics and tensors.

• #s3_output_path ⇒ String

  Path to Amazon S3 storage location for metrics and tensors.

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.

Returns:

• (Array<Types::CollectionConfiguration>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15533

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>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15533

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)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15533

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)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15533

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