pulumi-azure-native-kotlin/com.pulumi.azurenative.machinelearningservices.kotlin.outputs/SweepJobResponse

SweepJobResponse

data class SweepJobResponse(val algorithm: String, val compute: ComputeConfigurationResponse, val description: String? = null, val earlyTermination: Any? = null, val experimentName: String? = null, val identity: Either<AmlTokenResponse, ManagedIdentityResponse>? = null, val interactionEndpoints: Map<String, JobEndpointResponse>, val jobType: String, val maxConcurrentTrials: Int? = null, val maxTotalTrials: Int? = null, val objective: ObjectiveResponse, val output: JobOutputResponse, val priority: Int? = null, val properties: Map<String, String>? = null, val provisioningState: String, val searchSpace: Map<String, Any>, val status: String, val tags: Map<String, String>? = null, val timeout: String? = null, val trial: TrialComponentResponse? = null)

Sweep job definition.

Constructors

SweepJobResponse

fun SweepJobResponse(algorithm: String, compute: ComputeConfigurationResponse, description: String? = null, earlyTermination: Any? = null, experimentName: String? = null, identity: Either<AmlTokenResponse, ManagedIdentityResponse>? = null, interactionEndpoints: Map<String, JobEndpointResponse>, jobType: String, maxConcurrentTrials: Int? = null, maxTotalTrials: Int? = null, objective: ObjectiveResponse, output: JobOutputResponse, priority: Int? = null, properties: Map<String, String>? = null, provisioningState: String, searchSpace: Map<String, Any>, status: String, tags: Map<String, String>? = null, timeout: String? = null, trial: TrialComponentResponse? = null)

Types

object Companion

Properties

val algorithm: String

Required Type of the hyperparameter sampling algorithms

val compute: ComputeConfigurationResponse

Required Compute binding for the job.

val description: String? = null

The asset description text.

earlyTermination

val earlyTermination: Any? = null

Early termination policies enable canceling poor-performing runs before they complete.

val experimentName: String? = null

The name of the experiment the job belongs to. If not set, the job is placed in the "Default" experiment.

val identity: Either<AmlTokenResponse, ManagedIdentityResponse>? = null

Identity configuration. If set, this should be one of AmlToken, ManagedIdentity or null. Defaults to AmlToken if null.

interactionEndpoints

val interactionEndpoints: Map<String, JobEndpointResponse>

List of JobEndpoints. For local jobs, a job endpoint will have an endpoint value of FileStreamObject.

val jobType: String

Enum to determine the type of job. Expected value is 'Sweep'.

maxConcurrentTrials

val maxConcurrentTrials: Int? = null

An upper bound on the number of trials performed in parallel.

val maxTotalTrials: Int? = null

An upper bound on the number of trials to perform.

val objective: ObjectiveResponse

Required Optimization objective.

val output: JobOutputResponse

Location of the job output logs and artifacts.

val priority: Int? = null

Job priority for scheduling policy. Only applies to AMLCompute. Private preview feature and only available to users on the allow list.

val properties: Map<String, String>? = null

The asset property dictionary.

provisioningState

val provisioningState: String

Specifies the job provisioning state.

val searchSpace: Map<String, Any>

Required A dictionary containing each parameter and its distribution. The dictionary key is the name of the parameter

val status: String

The status of a job.

val tags: Map<String, String>? = null

Tag dictionary. Tags can be added, removed, and updated.

val timeout: String? = null

The total timeout in ISO 8601 format. Only supports duration with precision as low as Minutes.

val trial: TrialComponentResponse? = null

Trial component definition.