# ResourceLimits
<a name="API_ResourceLimits"></a>

Specifies the maximum number of training jobs and parallel training jobs that a hyperparameter tuning job can launch.

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

 ** MaxParallelTrainingJobs **   <a name="sagemaker-Type-ResourceLimits-MaxParallelTrainingJobs"></a>
The maximum number of concurrent training jobs that a hyperparameter tuning job can launch.  
Type: Integer  
Valid Range: Minimum value of 1.  
Required: Yes

 ** MaxNumberOfTrainingJobs **   <a name="sagemaker-Type-ResourceLimits-MaxNumberOfTrainingJobs"></a>
The maximum number of training jobs that a hyperparameter tuning job can launch.  
Type: Integer  
Valid Range: Minimum value of 1.  
Required: No

 ** MaxRuntimeInSeconds **   <a name="sagemaker-Type-ResourceLimits-MaxRuntimeInSeconds"></a>
The maximum time in seconds that a hyperparameter tuning job can run.  
Type: Integer  
Valid Range: Minimum value of 120. Maximum value of 15768000.  
Required: No

## See Also
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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/ResourceLimits) 
+  [AWS SDK for Java V2](https://docs.aws.amazon.com/goto/SdkForJavaV2/sagemaker-2017-07-24/ResourceLimits) 
+  [AWS SDK for Ruby V3](https://docs.aws.amazon.com/goto/SdkForRubyV3/sagemaker-2017-07-24/ResourceLimits)