Package software.amazon.awscdk.services.sagemaker.alpha

Class InstanceProductionVariantProps.Builder

java.lang.Object

software.amazon.awscdk.services.sagemaker.alpha.InstanceProductionVariantProps.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<InstanceProductionVariantProps>

Enclosing interface:

InstanceProductionVariantProps

@Stability(Experimental)
public static final class InstanceProductionVariantProps.Builder
extends Object
implements software.amazon.jsii.Builder<InstanceProductionVariantProps>

A builder for InstanceProductionVariantProps

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

Modifier and Type	Method	Description
InstanceProductionVariantProps.Builder	acceleratorType(AcceleratorType acceleratorType)	Sets the value of InstanceProductionVariantProps.getAcceleratorType()
InstanceProductionVariantProps	build()	Builds the configured instance.
InstanceProductionVariantProps.Builder	initialInstanceCount(Number initialInstanceCount)	Sets the value of InstanceProductionVariantProps.getInitialInstanceCount()
InstanceProductionVariantProps.Builder	initialVariantWeight(Number initialVariantWeight)	Sets the value of InstanceProductionVariantProps.getInitialVariantWeight()
InstanceProductionVariantProps.Builder	instanceType(InstanceType instanceType)	Sets the value of InstanceProductionVariantProps.getInstanceType()
InstanceProductionVariantProps.Builder	model(IModel model)	Sets the value of InstanceProductionVariantProps.getModel()
InstanceProductionVariantProps.Builder	variantName(String variantName)	Sets the value of InstanceProductionVariantProps.getVariantName()

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Details

Builder

public Builder()

Method Details

model

@Stability(Experimental)
public InstanceProductionVariantProps.Builder model(IModel model)

Sets the value of InstanceProductionVariantProps.getModel()

Parameters:

model - The model to host. This parameter is required.

Returns:

this

variantName

@Stability(Experimental)
public InstanceProductionVariantProps.Builder variantName(String variantName)

Sets the value of InstanceProductionVariantProps.getVariantName()

Parameters:

variantName - Name of the production variant. This parameter is required.

Returns:

this

acceleratorType

@Stability(Experimental)
public InstanceProductionVariantProps.Builder acceleratorType(AcceleratorType acceleratorType)

Sets the value of InstanceProductionVariantProps.getAcceleratorType()

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.

Returns:

this

initialInstanceCount

@Stability(Experimental)
public InstanceProductionVariantProps.Builder initialInstanceCount(Number initialInstanceCount)

Sets the value of InstanceProductionVariantProps.getInitialInstanceCount()

Parameters:

initialInstanceCount - Number of instances to launch initially.

Returns:

this

initialVariantWeight

@Stability(Experimental)
public InstanceProductionVariantProps.Builder initialVariantWeight(Number initialVariantWeight)

Sets the value of InstanceProductionVariantProps.getInitialVariantWeight()

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 variant weight to the sum of all variant weight values across all production variants.

Returns:

this

instanceType

@Stability(Experimental)
public InstanceProductionVariantProps.Builder instanceType(InstanceType instanceType)

Sets the value of InstanceProductionVariantProps.getInstanceType()

Parameters:

instanceType - Instance type of the production variant.

Returns:

this

build

@Stability(Experimental)
public InstanceProductionVariantProps build()

Builds the configured instance.

Specified by:

build in interface software.amazon.jsii.Builder<InstanceProductionVariantProps>

Returns:

a new instance of InstanceProductionVariantProps

Throws:

NullPointerException - if any required attribute was not provided