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New-SMEndpointConfig-EndpointConfigName <String>-KmsKeyId <String>-ProductionVariant <ProductionVariant[]>-Tag <Tag[]>-Force <SwitchParameter>
CreateModel
API, to deploy and the resources that you want Amazon SageMaker to provision. Then you call the CreateEndpoint API.
Use this API only if you want to use Amazon SageMaker hosting services to deploy models into production.
In the request, you define one or more ProductionVariant
s, each of which identifies a model. Each ProductionVariant
parameter also describes the resources that you want Amazon SageMaker to provision. This includes the number and type of ML compute instances to deploy.
If you are hosting multiple models, you also assign a VariantWeight
to specify how much traffic you want to allocate to each model. For example, suppose that you want to host two models, A and B, and you assign traffic weight 2 for model A and 1 for model B. Amazon SageMaker distributes two-thirds of the traffic to Model A, and one-third to model B. Required? | False |
Position? | 1 |
Accept pipeline input? | True (ByValue, ) |
Required? | False |
Position? | Named |
Accept pipeline input? | False |
Required? | False |
Position? | Named |
Accept pipeline input? | False |
ProductionVariant
objects, one for each model that you want to host at this endpoint. Required? | False |
Position? | Named |
Accept pipeline input? | False |
Required? | False |
Position? | Named |
Accept pipeline input? | False |
Required? | False |
Position? | Named |
Accept pipeline input? | False |
Required? | False |
Position? | Named |
Accept pipeline input? | False |
Used to specify the name and location of the ini-format credential file (shared with the AWS CLI and other AWS SDKs)
If this optional parameter is omitted this cmdlet will search the encrypted credential file used by the AWS SDK for .NET and AWS Toolkit for Visual Studio first. If the profile is not found then the cmdlet will search in the ini-format credential file at the default location: (user's home directory)\.aws\credentials. Note that the encrypted credential file is not supported on all platforms. It will be skipped when searching for profiles on Windows Nano Server, Mac, and Linux platforms.
If this parameter is specified then this cmdlet will only search the ini-format credential file at the location given.
As the current folder can vary in a shell or during script execution it is advised that you use specify a fully qualified path instead of a relative path.
Required? | False |
Position? | Named |
Accept pipeline input? | False |
Required? | False |
Position? | Named |
Accept pipeline input? | False |
Required? | False |
Position? | Named |
Accept pipeline input? | False |
Required? | False |
Position? | Named |
Accept pipeline input? | False |
Required? | False |
Position? | Named |
Accept pipeline input? | False |
Required? | False |
Position? | Named |
Accept pipeline input? | False |
The endpoint to make the call against.
Note: This parameter is primarily for internal AWS use and is not required/should not be specified for normal usage. The cmdlets normally determine which endpoint to call based on the region specified to the -Region parameter or set as default in the shell (via Set-DefaultAWSRegion). Only specify this parameter if you must direct the call to a specific custom endpoint.
Required? | False |
Position? | Named |
Accept pipeline input? | False |
AWS Tools for PowerShell: 2.x.y.z