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AWS::SageMaker::TrainingJob DebugHookConfig - AWS CloudFormation
SyntaxProperties

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AWS::SageMaker::TrainingJob DebugHookConfig

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.

Syntax

To declare this entity in your CloudFormation template, use the following syntax:

JSON

{
  "CollectionConfigurations" : [ CollectionConfiguration, ... ],
  "HookParameters" : {Key: Value, ...},
  "LocalPath" : String,
  "S3OutputPath" : String
}

Properties

CollectionConfigurations

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.

Required: No

Type: Array of CollectionConfiguration

Maximum: 20

Update requires: Replacement

HookParameters

Configuration information for the Amazon SageMaker Debugger hook parameters.

Required: No

Type: Object of String

Pattern: .*

Maximum: 256

Update requires: Replacement

LocalPath

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

Required: No

Type: String

Maximum: 4096

Update requires: Replacement

S3OutputPath

Path to Amazon S3 storage location for metrics and tensors.

Required: Yes

Type: String

Pattern: ^(https|s3)://([^/]+)/?(.*)$

Maximum: 1024

Update requires: Replacement