Sweep
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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constructor(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>)
Properties
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ARM resource ID of the component resource.
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The asset description text.
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Display name of job.
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Early termination policies enable canceling poor-performing runs before they complete
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The name of the experiment the job belongs to. If not set, the job is placed in the "Default" experiment.
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Is the asset archived?
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Sweep Job limit.
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Required Optimization objective.
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The asset property dictionary.
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Required The hyperparameter sampling algorithm
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Required A dictionary containing each parameter and its distribution. The dictionary key is the name of the parameter
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List of JobEndpoints. For local jobs, a job endpoint will have an endpoint value of FileStreamObject.
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Required Trial component definition.