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# AWS::SageMaker::InferenceComponent InferenceComponentComputeResourceRequirements
<a name="aws-properties-sagemaker-inferencecomponent-inferencecomponentcomputeresourcerequirements"></a>

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.

## Syntax
<a name="aws-properties-sagemaker-inferencecomponent-inferencecomponentcomputeresourcerequirements-syntax"></a>

To declare this entity in your CloudFormation template, use the following syntax:

### JSON
<a name="aws-properties-sagemaker-inferencecomponent-inferencecomponentcomputeresourcerequirements-syntax.json"></a>

```
{
  "[MaxMemoryRequiredInMb](#cfn-sagemaker-inferencecomponent-inferencecomponentcomputeresourcerequirements-maxmemoryrequiredinmb)" : Integer,
  "[MinMemoryRequiredInMb](#cfn-sagemaker-inferencecomponent-inferencecomponentcomputeresourcerequirements-minmemoryrequiredinmb)" : Integer,
  "[NumberOfAcceleratorDevicesRequired](#cfn-sagemaker-inferencecomponent-inferencecomponentcomputeresourcerequirements-numberofacceleratordevicesrequired)" : Number,
  "[NumberOfCpuCoresRequired](#cfn-sagemaker-inferencecomponent-inferencecomponentcomputeresourcerequirements-numberofcpucoresrequired)" : Number
}
```

### YAML
<a name="aws-properties-sagemaker-inferencecomponent-inferencecomponentcomputeresourcerequirements-syntax.yaml"></a>

```
  [MaxMemoryRequiredInMb](#cfn-sagemaker-inferencecomponent-inferencecomponentcomputeresourcerequirements-maxmemoryrequiredinmb): Integer
  [MinMemoryRequiredInMb](#cfn-sagemaker-inferencecomponent-inferencecomponentcomputeresourcerequirements-minmemoryrequiredinmb): Integer
  [NumberOfAcceleratorDevicesRequired](#cfn-sagemaker-inferencecomponent-inferencecomponentcomputeresourcerequirements-numberofacceleratordevicesrequired): 
    Number
  [NumberOfCpuCoresRequired](#cfn-sagemaker-inferencecomponent-inferencecomponentcomputeresourcerequirements-numberofcpucoresrequired): 
    Number
```

## Properties
<a name="aws-properties-sagemaker-inferencecomponent-inferencecomponentcomputeresourcerequirements-properties"></a>

`MaxMemoryRequiredInMb`  <a name="cfn-sagemaker-inferencecomponent-inferencecomponentcomputeresourcerequirements-maxmemoryrequiredinmb"></a>
The maximum MB of memory to allocate to run a model that you assign to an inference component.  
*Required*: No  
*Type*: Integer  
*Minimum*: `128`  
*Update requires*: [No interruption](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-no-interrupt)

`MinMemoryRequiredInMb`  <a name="cfn-sagemaker-inferencecomponent-inferencecomponentcomputeresourcerequirements-minmemoryrequiredinmb"></a>
The minimum MB of memory to allocate to run a model that you assign to an inference component.  
*Required*: No  
*Type*: Integer  
*Minimum*: `128`  
*Update requires*: [No interruption](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-no-interrupt)

`NumberOfAcceleratorDevicesRequired`  <a name="cfn-sagemaker-inferencecomponent-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.  
*Required*: No  
*Type*: Number  
*Minimum*: `1`  
*Update requires*: [No interruption](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-no-interrupt)

`NumberOfCpuCoresRequired`  <a name="cfn-sagemaker-inferencecomponent-inferencecomponentcomputeresourcerequirements-numberofcpucoresrequired"></a>
The number of CPU cores to allocate to run a model that you assign to an inference component.  
*Required*: No  
*Type*: Number  
*Minimum*: `0`  
*Update requires*: [No interruption](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-no-interrupt)