DebugHookConfig - Amazon SageMaker

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.

Contents

CollectionConfigurations

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.

Type: Array of CollectionConfiguration objects

Array Members: Minimum number of 0 items. Maximum number of 20 items.

Required: No

HookParameters

Configuration information for the Debugger hook parameters.

Type: String to string map

Map Entries: Minimum number of 0 items. Maximum number of 20 items.

Key Length Constraints: Minimum length of 1. Maximum length of 256.

Key Pattern: .*

Value Length Constraints: Maximum length of 256.

Value Pattern: .*

Required: No

LocalPath

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

Type: String

Length Constraints: Maximum length of 4096.

Pattern: .*

Required: No

S3OutputPath

Path to Amazon S3 storage location for metrics and tensors.

Type: String

Length Constraints: Maximum length of 1024.

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

Required: Yes

See Also

For more information about using this API in one of the language-specific AWS SDKs, see the following: