class Aws::SageMaker::Types::DebugHookConfig
Configuration information for the 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
@note When making an API call, you may pass DebugHookConfig
data as a hash: { local_path: "DirectoryPath", s3_output_path: "S3Uri", # required hook_parameters: { "ConfigKey" => "ConfigValue", }, collection_configurations: [ { collection_name: "CollectionName", collection_parameters: { "ConfigKey" => "ConfigValue", }, }, ], }
@!attribute [rw] local_path
Path to local storage location for metrics and tensors. Defaults to `/opt/ml/output/tensors/`. @return [String]
@!attribute [rw] s3_output_path
Path to Amazon S3 storage location for metrics and tensors. @return [String]
@!attribute [rw] hook_parameters
Configuration information for the Debugger hook parameters. @return [Hash<String,String>]
@!attribute [rw] collection_configurations
Configuration information for 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]. [1]: https://docs.aws.amazon.com/sagemaker/latest/dg/debugger-createtrainingjob-api.html @return [Array<Types::CollectionConfiguration>]
@see docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DebugHookConfig AWS API Documentation
Constants
- SENSITIVE