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.
Contents
- S3OutputPath
-
Path to Amazon S3 storage location for metrics and tensors.
Type: String
Length Constraints: Maximum length of 1024.
Pattern:
^(https|s3)://([^/]+)/?(.*)$Required: Yes
- CollectionConfigurations
-
Configuration information for Amazon SageMaker Debugger tensor collections. To learn more about how to configure the
CollectionConfigurationparameter, 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 Amazon SageMaker 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
See Also
For more information about using this API in one of the language-specific AWS SDKs, see the following:
