pulumi-aws-native-kotlin/com.pulumi.awsnative.sagemaker.kotlin/InferenceExperimentArgs

InferenceExperimentArgs

data class InferenceExperimentArgs(val dataStorageConfig: Output<InferenceExperimentDataStorageConfigArgs>? = null, val description: Output<String>? = null, val desiredState: Output<InferenceExperimentDesiredState>? = null, val endpointName: Output<String>? = null, val kmsKey: Output<String>? = null, val modelVariants: Output<List<InferenceExperimentModelVariantConfigArgs>>? = null, val name: Output<String>? = null, val roleArn: Output<String>? = null, val schedule: Output<InferenceExperimentScheduleArgs>? = null, val shadowModeConfig: Output<InferenceExperimentShadowModeConfigArgs>? = null, val statusReason: Output<String>? = null, val tags: Output<List<InferenceExperimentTagArgs>>? = null, val type: Output<InferenceExperimentType>? = null) : ConvertibleToJava<InferenceExperimentArgs>

Resource Type definition for AWS::SageMaker::InferenceExperiment

Constructors

fun InferenceExperimentArgs(dataStorageConfig: Output<InferenceExperimentDataStorageConfigArgs>? = null, description: Output<String>? = null, desiredState: Output<InferenceExperimentDesiredState>? = null, endpointName: Output<String>? = null, kmsKey: Output<String>? = null, modelVariants: Output<List<InferenceExperimentModelVariantConfigArgs>>? = null, name: Output<String>? = null, roleArn: Output<String>? = null, schedule: Output<InferenceExperimentScheduleArgs>? = null, shadowModeConfig: Output<InferenceExperimentShadowModeConfigArgs>? = null, statusReason: Output<String>? = null, tags: Output<List<InferenceExperimentTagArgs>>? = null, type: Output<InferenceExperimentType>? = null)

Functions

toJava

open override fun toJava(): InferenceExperimentArgs

Properties

dataStorageConfig

val dataStorageConfig: Output<InferenceExperimentDataStorageConfigArgs>? = null

description

val description: Output<String>? = null

The description of the inference experiment.

desiredState

val desiredState: Output<InferenceExperimentDesiredState>? = null

The desired state of the experiment after starting or stopping operation.

endpointName

val endpointName: Output<String>? = null

kmsKey

val kmsKey: Output<String>? = null

The AWS Key Management Service (AWS KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance that hosts the endpoint.

modelVariants

val modelVariants: Output<List<InferenceExperimentModelVariantConfigArgs>>? = null

An array of ModelVariantConfig objects. Each ModelVariantConfig object in the array describes the infrastructure configuration for the corresponding variant.

name

val name: Output<String>? = null

The name for the inference experiment.

roleArn

val roleArn: Output<String>? = null

The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to access model artifacts and container images, and manage Amazon SageMaker Inference endpoints for model deployment.

schedule

val schedule: Output<InferenceExperimentScheduleArgs>? = null

shadowModeConfig

val shadowModeConfig: Output<InferenceExperimentShadowModeConfigArgs>? = null

statusReason

val statusReason: Output<String>? = null

The error message or client-specified reason from the StopInferenceExperiment API, that explains the status of the inference experiment.