NAME

Paws::SageMaker::ProductionVariant

USAGE

This class represents one of two things:

Arguments in a call to a service

Use the attributes of this class as arguments to methods. You shouldn't make instances of this class. Each attribute should be used as a named argument in the calls that expect this type of object.

As an example, if Att1 is expected to be a Paws::SageMaker::ProductionVariant object:

  $service_obj->Method(Att1 => { AcceleratorType => $value, ..., VariantName => $value  });

Results returned from an API call

Use accessors for each attribute. If Att1 is expected to be an Paws::SageMaker::ProductionVariant object:

  $result = $service_obj->Method(...);
  $result->Att1->AcceleratorType

DESCRIPTION

Identifies a model that you want to host and the resources chosen to deploy for hosting it. If you are deploying multiple models, tell Amazon SageMaker how to distribute traffic among the models by specifying variant weights.

ATTRIBUTES

AcceleratorType => Str

The size of the Elastic Inference (EI) instance to use for the production variant. EI instances provide on-demand GPU computing for inference. For more information, see Using Elastic Inference in Amazon SageMaker (https://docs.aws.amazon.com/sagemaker/latest/dg/ei.html).

CoreDumpConfig => Paws::SageMaker::ProductionVariantCoreDumpConfig

Specifies configuration for a core dump from the model container when the process crashes.

REQUIRED InitialInstanceCount => Int

Number of instances to launch initially.

InitialVariantWeight => Num

Determines initial traffic distribution among all of the models that you specify in the endpoint configuration. The traffic to a production variant is determined by the ratio of the "VariantWeight" to the sum of all "VariantWeight" values across all ProductionVariants. If unspecified, it defaults to 1.0.

REQUIRED InstanceType => Str

The ML compute instance type.

REQUIRED ModelName => Str

The name of the model that you want to host. This is the name that you specified when creating the model.

REQUIRED VariantName => Str

The name of the production variant.

BUGS and CONTRIBUTIONS

The source code is located here: <https://github.com/pplu/aws-sdk-perl>

Please report bugs to: <https://github.com/pplu/aws-sdk-perl/issues>