DebugHookConfig - Amazon SageMaker Service

DebugHookConfig

Configuration information for the debug hook parameters, collection configuration, and storage paths.

Contents

CollectionConfigurations

Configuration information for tensor collections.

Type: Array of CollectionConfiguration objects

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

Required: No

HookParameters

Configuration information for the debug 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 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 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: