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

SweepJobResponse

data class SweepJobResponse(val componentId: String? = null, val computeId: String? = null, val description: String? = null, val displayName: String? = null, val earlyTermination: Any? = null, val experimentName: String? = null, val identity: Any? = null, val inputs: Map<String, Any>? = null, val isArchived: Boolean? = null, val jobType: String, val limits: SweepJobLimitsResponse? = null, val objective: ObjectiveResponse, val outputs: Map<String, Any>? = null, val properties: Map<String, String>? = null, val samplingAlgorithm: Any, val searchSpace: Any, val services: Map<String, JobServiceResponse>? = null, val status: String, val tags: Map<String, String>? = null, val trial: TrialComponentResponse)

Sweep job definition.

Constructors

SweepJobResponse

fun SweepJobResponse(componentId: String? = null, computeId: String? = null, description: String? = null, displayName: String? = null, earlyTermination: Any? = null, experimentName: String? = null, identity: Any? = null, inputs: Map<String, Any>? = null, isArchived: Boolean? = null, jobType: String, limits: SweepJobLimitsResponse? = null, objective: ObjectiveResponse, outputs: Map<String, Any>? = null, properties: Map<String, String>? = null, samplingAlgorithm: Any, searchSpace: Any, services: Map<String, JobServiceResponse>? = null, status: String, tags: Map<String, String>? = null, trial: TrialComponentResponse)

Types

object Companion

Properties

val componentId: String? = null

ARM resource ID of the component resource.

val computeId: String? = null

ARM resource ID of the compute resource.

val description: String? = null

The asset description text.

val displayName: String? = null

Display name of job.

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: Any? = null

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

val inputs: Map<String, Any>? = null

Mapping of input data bindings used in the job.

val isArchived: Boolean? = null

Is the asset archived?

val jobType: String

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

val limits: SweepJobLimitsResponse? = null

Sweep Job limit.

val objective: ObjectiveResponse

Required Optimization objective.

val outputs: Map<String, Any>? = null

Mapping of output data bindings used in the job.

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

The asset property dictionary.

samplingAlgorithm

val samplingAlgorithm: Any

Required The hyperparameter sampling algorithm

val searchSpace: Any

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

val services: Map<String, JobServiceResponse>? = null

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

val status: String

Status of the job.

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

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

val trial: TrialComponentResponse

Required Trial component definition.