# InferenceComponentComputeResourceRequirements
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Defines the compute resources to allocate to run a model, plus any adapter models, that you assign to an inference component. These resources include CPU cores, accelerators, and memory.

## Contents
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 ** MinMemoryRequiredInMb **   <a name="sagemaker-Type-InferenceComponentComputeResourceRequirements-MinMemoryRequiredInMb"></a>
The minimum MB of memory to allocate to run a model that you assign to an inference component.  
Type: Integer  
Valid Range: Minimum value of 128.  
Required: Yes

 ** MaxMemoryRequiredInMb **   <a name="sagemaker-Type-InferenceComponentComputeResourceRequirements-MaxMemoryRequiredInMb"></a>
The maximum MB of memory to allocate to run a model that you assign to an inference component.  
Type: Integer  
Valid Range: Minimum value of 128.  
Required: No

 ** NumberOfAcceleratorDevicesRequired **   <a name="sagemaker-Type-InferenceComponentComputeResourceRequirements-NumberOfAcceleratorDevicesRequired"></a>
The number of accelerators to allocate to run a model that you assign to an inference component. Accelerators include GPUs and AWS Inferentia.  
Type: Float  
Valid Range: Minimum value of 1.  
Required: No

 ** NumberOfCpuCoresRequired **   <a name="sagemaker-Type-InferenceComponentComputeResourceRequirements-NumberOfCpuCoresRequired"></a>
The number of CPU cores to allocate to run a model that you assign to an inference component.  
Type: Float  
Valid Range: Minimum value of 0.25.  
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/InferenceComponentComputeResourceRequirements) 
+  [AWS SDK for Java V2](https://docs.aws.amazon.com/goto/SdkForJavaV2/sagemaker-2017-07-24/InferenceComponentComputeResourceRequirements) 
+  [AWS SDK for Ruby V3](https://docs.aws.amazon.com/goto/SdkForRubyV3/sagemaker-2017-07-24/InferenceComponentComputeResourceRequirements)