sagemaker/aws.sdk.kotlin.services.sagemaker.model/CreateOptimizationJobRequest

CreateOptimizationJobRequest

class CreateOptimizationJobRequest

Types

object Companion

Properties

deploymentInstanceType

val deploymentInstanceType: OptimizationJobDeploymentInstanceType?

The type of instance that hosts the optimized model that you create with the optimization job.

val modelSource: OptimizationJobModelSource?

The location of the source model to optimize with an optimization job.

optimizationConfigs

val optimizationConfigs: List<OptimizationConfig>?

Settings for each of the optimization techniques that the job applies.

optimizationEnvironment

val optimizationEnvironment: Map<String, String>?

The environment variables to set in the model container.

optimizationJobName

val optimizationJobName: String?

A custom name for the new optimization job.

val outputConfig: OptimizationJobOutputConfig?

Details for where to store the optimized model that you create with the optimization job.

val roleArn: String?

The Amazon Resource Name (ARN) of an IAM role that enables Amazon SageMaker AI to perform tasks on your behalf.

stoppingCondition

val stoppingCondition: StoppingCondition?

Specifies a limit to how long a job can run. When the job reaches the time limit, SageMaker ends the job. Use this API to cap costs.

val tags: List<Tag>?

A list of key-value pairs associated with the optimization job. For more information, see Tagging Amazon Web Services resources in the Amazon Web Services General Reference Guide.

val vpcConfig: OptimizationVpcConfig?

A VPC in Amazon VPC that your optimized model has access to.

Functions

inline fun copy(block: CreateOptimizationJobRequest.Builder.() -> Unit = {}): CreateOptimizationJobRequest

open operator override fun equals(other: Any?): Boolean

open override fun hashCode(): Int

open override fun toString(): String