# IntegerParameterRange
<a name="API_IntegerParameterRange"></a>

For a hyperparameter of the integer type, specifies the range that a hyperparameter tuning job searches.

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

 ** MaxValue **   <a name="sagemaker-Type-IntegerParameterRange-MaxValue"></a>
The maximum value of the hyperparameter to search.  
Type: String  
Length Constraints: Minimum length of 0. Maximum length of 256.  
Pattern: `.*`   
Required: Yes

 ** MinValue **   <a name="sagemaker-Type-IntegerParameterRange-MinValue"></a>
The minimum value of the hyperparameter to search.  
Type: String  
Length Constraints: Minimum length of 0. Maximum length of 256.  
Pattern: `.*`   
Required: Yes

 ** Name **   <a name="sagemaker-Type-IntegerParameterRange-Name"></a>
The name of the hyperparameter to search.  
Type: String  
Length Constraints: Minimum length of 0. Maximum length of 256.  
Pattern: `.*`   
Required: Yes

 ** ScalingType **   <a name="sagemaker-Type-IntegerParameterRange-ScalingType"></a>
The scale that hyperparameter tuning uses to search the hyperparameter range. For information about choosing a hyperparameter scale, see [Hyperparameter Scaling](https://docs.aws.amazon.com/sagemaker/latest/dg/automatic-model-tuning-define-ranges.html#scaling-type). One of the following values:    
Auto  
SageMaker hyperparameter tuning chooses the best scale for the hyperparameter.  
Linear  
Hyperparameter tuning searches the values in the hyperparameter range by using a linear scale.  
Logarithmic  
Hyperparameter tuning searches the values in the hyperparameter range by using a logarithmic scale.  
Logarithmic scaling works only for ranges that have only values greater than 0.
Type: String  
Valid Values: `Auto | Linear | Logarithmic | ReverseLogarithmic`   
Required: No

## See Also
<a name="API_IntegerParameterRange_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/IntegerParameterRange) 
+  [AWS SDK for Java V2](https://docs.aws.amazon.com/goto/SdkForJavaV2/sagemaker-2017-07-24/IntegerParameterRange) 
+  [AWS SDK for Ruby V3](https://docs.aws.amazon.com/goto/SdkForRubyV3/sagemaker-2017-07-24/IntegerParameterRange)