software.amazon.awssdk.services.sagemaker.model

Interface ProductionVariant.Builder

All Superinterfaces:

Buildable, CopyableBuilder<ProductionVariant.Builder,ProductionVariant>, SdkBuilder<ProductionVariant.Builder,ProductionVariant>, SdkPojo

Enclosing class:

ProductionVariant

public static interface ProductionVariant.Builder
extends SdkPojo, CopyableBuilder<ProductionVariant.Builder,ProductionVariant>

Method Summary

Modifier and Type	Method and Description
ProductionVariant.Builder	acceleratorType(ProductionVariantAcceleratorType acceleratorType) The size of the Elastic Inference (EI) instance to use for the production variant.
ProductionVariant.Builder	acceleratorType(String acceleratorType) The size of the Elastic Inference (EI) instance to use for the production variant.
ProductionVariant.Builder	initialInstanceCount(Integer initialInstanceCount) Number of instances to launch initially.
ProductionVariant.Builder	initialVariantWeight(Float initialVariantWeight) Determines initial traffic distribution among all of the models that you specify in the endpoint configuration.
ProductionVariant.Builder	instanceType(ProductionVariantInstanceType instanceType) The ML compute instance type.
ProductionVariant.Builder	instanceType(String instanceType) The ML compute instance type.
ProductionVariant.Builder	modelName(String modelName) The name of the model that you want to host.
ProductionVariant.Builder	variantName(String variantName) The name of the production variant.

Methods inherited from interface software.amazon.awssdk.core.SdkPojo

sdkFields

Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder

copy

Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder

applyMutation, build

Method Detail

variantName

ProductionVariant.Builder variantName(String variantName)

The name of the production variant.

Parameters:

variantName - The name of the production variant.

Returns:

Returns a reference to this object so that method calls can be chained together.

modelName

ProductionVariant.Builder modelName(String modelName)

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

Parameters:

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

Returns:

Returns a reference to this object so that method calls can be chained together.

initialInstanceCount

ProductionVariant.Builder initialInstanceCount(Integer initialInstanceCount)

Number of instances to launch initially.

Parameters:

initialInstanceCount - Number of instances to launch initially.

Returns:

Returns a reference to this object so that method calls can be chained together.

instanceType

ProductionVariant.Builder instanceType(String instanceType)

The ML compute instance type.

Parameters:

instanceType - The ML compute instance type.

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

ProductionVariantInstanceType, ProductionVariantInstanceType

instanceType

ProductionVariant.Builder instanceType(ProductionVariantInstanceType instanceType)

The ML compute instance type.

Parameters:

instanceType - The ML compute instance type.

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

ProductionVariantInstanceType, ProductionVariantInstanceType

initialVariantWeight

ProductionVariant.Builder initialVariantWeight(Float initialVariantWeight)

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.

Parameters:

initialVariantWeight - 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.

Returns:

Returns a reference to this object so that method calls can be chained together.

acceleratorType

ProductionVariant.Builder acceleratorType(String acceleratorType)

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. For more information, see Using Elastic Inference in Amazon SageMaker.

Parameters:

acceleratorType - 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. For more information, see Using Elastic Inference in Amazon SageMaker.

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

ProductionVariantAcceleratorType, ProductionVariantAcceleratorType

acceleratorType

ProductionVariant.Builder acceleratorType(ProductionVariantAcceleratorType acceleratorType)

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. For more information, see Using Elastic Inference in Amazon SageMaker.

Parameters:

acceleratorType - 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. For more information, see Using Elastic Inference in Amazon SageMaker.

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

ProductionVariantAcceleratorType, ProductionVariantAcceleratorType