pulumi-azure-native-kotlin/com.pulumi.azurenative.machinelearningservices.kotlin.inputs/SweepJobArgs

SweepJobArgs

data class SweepJobArgs(val componentId: Output<String>? = null, val computeId: Output<String>? = null, val description: Output<String>? = null, val displayName: Output<String>? = null, val earlyTermination: Output<Any>? = null, val experimentName: Output<String>? = null, val identity: Output<Any>? = null, val inputs: Output<Map<String, Any>>? = null, val isArchived: Output<Boolean>? = null, val jobType: Output<String>, val limits: Output<SweepJobLimitsArgs>? = null, val objective: Output<ObjectiveArgs>, val outputs: Output<Map<String, Any>>? = null, val properties: Output<Map<String, String>>? = null, val samplingAlgorithm: Output<Any>, val searchSpace: Output<Any>, val services: Output<Map<String, JobServiceArgs>>? = null, val tags: Output<Map<String, String>>? = null, val trial: Output<TrialComponentArgs>) : ConvertibleToJava<SweepJobArgs>

Sweep job definition.

Constructors

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fun SweepJobArgs(componentId: Output<String>? = null, computeId: Output<String>? = null, description: Output<String>? = null, displayName: Output<String>? = null, earlyTermination: Output<Any>? = null, experimentName: Output<String>? = null, identity: Output<Any>? = null, inputs: Output<Map<String, Any>>? = null, isArchived: Output<Boolean>? = null, jobType: Output<String>, limits: Output<SweepJobLimitsArgs>? = null, objective: Output<ObjectiveArgs>, outputs: Output<Map<String, Any>>? = null, properties: Output<Map<String, String>>? = null, samplingAlgorithm: Output<Any>, searchSpace: Output<Any>, services: Output<Map<String, JobServiceArgs>>? = null, tags: Output<Map<String, String>>? = null, trial: Output<TrialComponentArgs>)

Functions

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open override fun toJava(): SweepJobArgs

Properties

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val componentId: Output<String>? = null

ARM resource ID of the component resource.

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val computeId: Output<String>? = null

ARM resource ID of the compute resource.

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val description: Output<String>? = null

The asset description text.

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val displayName: Output<String>? = null

Display name of job.

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val earlyTermination: Output<Any>? = null

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

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val experimentName: Output<String>? = null

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

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val identity: Output<Any>? = null

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

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

Mapping of input data bindings used in the job.

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val isArchived: Output<Boolean>? = null

Is the asset archived?

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val jobType: Output<String>

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

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val limits: Output<SweepJobLimitsArgs>? = null

Sweep Job limit.

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val objective: Output<ObjectiveArgs>

Required Optimization objective.

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

Mapping of output data bindings used in the job.

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

The asset property dictionary.

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val samplingAlgorithm: Output<Any>

Required The hyperparameter sampling algorithm

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val searchSpace: Output<Any>

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

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val services: Output<Map<String, JobServiceArgs>>? = null

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

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

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

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val trial: Output<TrialComponentArgs>

Required Trial component definition.