Uses of Class
com.amazonaws.services.sagemaker.model.ProductionVariant

Packages that use ProductionVariant

Package	Description
com.amazonaws.services.sagemaker.model

Uses of ProductionVariant in com.amazonaws.services.sagemaker.model

Methods in com.amazonaws.services.sagemaker.model that return ProductionVariant

Modifier and Type	Method and Description
ProductionVariant	ProductionVariant.clone()
ProductionVariant	ProductionVariant.withAcceleratorType(ProductionVariantAcceleratorType acceleratorType) The size of the Elastic Inference (EI) instance to use for the production variant.
ProductionVariant	ProductionVariant.withAcceleratorType(String acceleratorType) The size of the Elastic Inference (EI) instance to use for the production variant.
ProductionVariant	ProductionVariant.withContainerStartupHealthCheckTimeoutInSeconds(Integer containerStartupHealthCheckTimeoutInSeconds) The timeout value, in seconds, for your inference container to pass health check by SageMaker Hosting.
ProductionVariant	ProductionVariant.withCoreDumpConfig(ProductionVariantCoreDumpConfig coreDumpConfig) Specifies configuration for a core dump from the model container when the process crashes.
ProductionVariant	ProductionVariant.withEnableSSMAccess(Boolean enableSSMAccess) You can use this parameter to turn on native Amazon Web Services Systems Manager (SSM) access for a production variant behind an endpoint.
ProductionVariant	ProductionVariant.withInferenceAmiVersion(ProductionVariantInferenceAmiVersion inferenceAmiVersion) Specifies an option from a collection of preconfigured Amazon Machine Image (AMI) images.
ProductionVariant	ProductionVariant.withInferenceAmiVersion(String inferenceAmiVersion) Specifies an option from a collection of preconfigured Amazon Machine Image (AMI) images.
ProductionVariant	ProductionVariant.withInitialInstanceCount(Integer initialInstanceCount) Number of instances to launch initially.
ProductionVariant	ProductionVariant.withInitialVariantWeight(Float initialVariantWeight) Determines initial traffic distribution among all of the models that you specify in the endpoint configuration.
ProductionVariant	ProductionVariant.withInstanceType(ProductionVariantInstanceType instanceType) The ML compute instance type.
ProductionVariant	ProductionVariant.withInstanceType(String instanceType) The ML compute instance type.
ProductionVariant	ProductionVariant.withManagedInstanceScaling(ProductionVariantManagedInstanceScaling managedInstanceScaling) Settings that control the range in the number of instances that the endpoint provisions as it scales up or down to accommodate traffic.
ProductionVariant	ProductionVariant.withModelDataDownloadTimeoutInSeconds(Integer modelDataDownloadTimeoutInSeconds) The timeout value, in seconds, to download and extract the model that you want to host from Amazon S3 to the individual inference instance associated with this production variant.
ProductionVariant	ProductionVariant.withModelName(String modelName) The name of the model that you want to host.
ProductionVariant	ProductionVariant.withRoutingConfig(ProductionVariantRoutingConfig routingConfig) Settings that control how the endpoint routes incoming traffic to the instances that the endpoint hosts.
ProductionVariant	ProductionVariant.withServerlessConfig(ProductionVariantServerlessConfig serverlessConfig) The serverless configuration for an endpoint.
ProductionVariant	ProductionVariant.withVariantName(String variantName) The name of the production variant.
ProductionVariant	ProductionVariant.withVolumeSizeInGB(Integer volumeSizeInGB) The size, in GB, of the ML storage volume attached to individual inference instance associated with the production variant.

Methods in com.amazonaws.services.sagemaker.model that return types with arguments of type ProductionVariant

Modifier and Type	Method and Description
List<ProductionVariant>	DescribeEndpointConfigResult.getProductionVariants() An array of ProductionVariant objects, one for each model that you want to host at this endpoint.
List<ProductionVariant>	CreateEndpointConfigRequest.getProductionVariants() An array of ProductionVariant objects, one for each model that you want to host at this endpoint.
List<ProductionVariant>	DescribeEndpointConfigResult.getShadowProductionVariants() An array of ProductionVariant objects, one for each model that you want to host at this endpoint in shadow mode with production traffic replicated from the model specified on ProductionVariants.
List<ProductionVariant>	CreateEndpointConfigRequest.getShadowProductionVariants() An array of ProductionVariant objects, one for each model that you want to host at this endpoint in shadow mode with production traffic replicated from the model specified on ProductionVariants.

Methods in com.amazonaws.services.sagemaker.model with parameters of type ProductionVariant

Modifier and Type	Method and Description
DescribeEndpointConfigResult	DescribeEndpointConfigResult.withProductionVariants(ProductionVariant... productionVariants) An array of ProductionVariant objects, one for each model that you want to host at this endpoint.
CreateEndpointConfigRequest	CreateEndpointConfigRequest.withProductionVariants(ProductionVariant... productionVariants) An array of ProductionVariant objects, one for each model that you want to host at this endpoint.
DescribeEndpointConfigResult	DescribeEndpointConfigResult.withShadowProductionVariants(ProductionVariant... shadowProductionVariants) An array of ProductionVariant objects, one for each model that you want to host at this endpoint in shadow mode with production traffic replicated from the model specified on ProductionVariants.
CreateEndpointConfigRequest	CreateEndpointConfigRequest.withShadowProductionVariants(ProductionVariant... shadowProductionVariants) An array of ProductionVariant objects, one for each model that you want to host at this endpoint in shadow mode with production traffic replicated from the model specified on ProductionVariants.

Method parameters in com.amazonaws.services.sagemaker.model with type arguments of type ProductionVariant

Modifier and Type	Method and Description
void	DescribeEndpointConfigResult.setProductionVariants(Collection<ProductionVariant> productionVariants) An array of ProductionVariant objects, one for each model that you want to host at this endpoint.
void	CreateEndpointConfigRequest.setProductionVariants(Collection<ProductionVariant> productionVariants) An array of ProductionVariant objects, one for each model that you want to host at this endpoint.
void	DescribeEndpointConfigResult.setShadowProductionVariants(Collection<ProductionVariant> shadowProductionVariants) An array of ProductionVariant objects, one for each model that you want to host at this endpoint in shadow mode with production traffic replicated from the model specified on ProductionVariants.
void	CreateEndpointConfigRequest.setShadowProductionVariants(Collection<ProductionVariant> shadowProductionVariants) An array of ProductionVariant objects, one for each model that you want to host at this endpoint in shadow mode with production traffic replicated from the model specified on ProductionVariants.
DescribeEndpointConfigResult	DescribeEndpointConfigResult.withProductionVariants(Collection<ProductionVariant> productionVariants) An array of ProductionVariant objects, one for each model that you want to host at this endpoint.
CreateEndpointConfigRequest	CreateEndpointConfigRequest.withProductionVariants(Collection<ProductionVariant> productionVariants) An array of ProductionVariant objects, one for each model that you want to host at this endpoint.
DescribeEndpointConfigResult	DescribeEndpointConfigResult.withShadowProductionVariants(Collection<ProductionVariant> shadowProductionVariants) An array of ProductionVariant objects, one for each model that you want to host at this endpoint in shadow mode with production traffic replicated from the model specified on ProductionVariants.
CreateEndpointConfigRequest	CreateEndpointConfigRequest.withShadowProductionVariants(Collection<ProductionVariant> shadowProductionVariants) An array of ProductionVariant objects, one for each model that you want to host at this endpoint in shadow mode with production traffic replicated from the model specified on ProductionVariants.