# DebugHookConfig
<a name="API_DebugHookConfig"></a>

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](https://docs.aws.amazon.com/sagemaker/latest/dg/debugger-createtrainingjob-api.html).

## Contents
<a name="API_DebugHookConfig_Contents"></a>

 ** S3OutputPath **   <a name="sagemaker-Type-DebugHookConfig-S3OutputPath"></a>
Path to Amazon S3 storage location for metrics and tensors.  
Type: String  
Length Constraints: Minimum length of 0. Maximum length of 1024.  
Pattern: `(https|s3)://([^/]+)/?(.*)`   
Required: Yes

 ** CollectionConfigurations **   <a name="sagemaker-Type-DebugHookConfig-CollectionConfigurations"></a>
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](https://docs.aws.amazon.com/sagemaker/latest/dg/debugger-createtrainingjob-api.html).   
Type: Array of [CollectionConfiguration](API_CollectionConfiguration.md) objects  
Array Members: Minimum number of 0 items. Maximum number of 20 items.  
Required: No

 ** HookParameters **   <a name="sagemaker-Type-DebugHookConfig-HookParameters"></a>
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: Minimum length of 0. Maximum length of 256.  
Value Pattern: `.*`   
Required: No

 ** LocalPath **   <a name="sagemaker-Type-DebugHookConfig-LocalPath"></a>
Path to local storage location for metrics and tensors. Defaults to `/opt/ml/output/tensors/`.  
Type: String  
Length Constraints: Minimum length of 0. Maximum length of 4096.  
Pattern: `.*`   
Required: No

## See Also
<a name="API_DebugHookConfig_SeeAlso"></a>

For more information about using this API in one of the language-specific AWS SDKs, see the following:
+  [AWS SDK for C\$1\$1](https://docs.aws.amazon.com/goto/SdkForCpp/sagemaker-2017-07-24/DebugHookConfig) 
+  [AWS SDK for Java V2](https://docs.aws.amazon.com/goto/SdkForJavaV2/sagemaker-2017-07-24/DebugHookConfig) 
+  [AWS SDK for Ruby V3](https://docs.aws.amazon.com/goto/SdkForRubyV3/sagemaker-2017-07-24/DebugHookConfig)