AutoMLCandidate

Information about a candidate produced by an AutoML training job, including its status, steps, and other properties.

CandidateName

The name of the candidate.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 64.

Required: Yes

CandidateStatus

The candidate's status.

Type: String

Valid Values: Completed | InProgress | Failed | Stopped | Stopping

Required: Yes

CandidateSteps

Information about the candidate's steps.

Type: Array of AutoMLCandidateStep objects

Required: Yes

CreationTime

The creation time.

Type: Timestamp

Required: Yes

LastModifiedTime

The last modified time.

Type: Timestamp

Required: Yes

ObjectiveStatus

The objective's status.

Type: String

Valid Values: Succeeded | Pending | Failed

Required: Yes

CandidateProperties

The properties of an AutoML candidate job.

Type: CandidateProperties object

Required: No

EndTime

The end time.

Type: Timestamp

Required: No

FailureReason

The failure reason.

Type: String

Length Constraints: Minimum length of 0. Maximum length of 1024.

Required: No

FinalAutoMLJobObjectiveMetric

The best candidate result from an AutoML training job.

Type: FinalAutoMLJobObjectiveMetric object

Required: No

InferenceContainerDefinitions

The mapping of all supported processing unit (CPU, GPU, etc...) to inference container definitions for the candidate. This field is populated for the AutoML jobs V2 (for example, for jobs created by calling CreateAutoMLJobV2) related to image or text classification problem types only.

Type: String to array of AutoMLContainerDefinition objects map

Map Entries: Minimum number of 0 items. Maximum number of 2 items.

Valid Keys: CPU | GPU

Array Members: Minimum number of 0 items. Maximum number of 5 items.

Required: No

InferenceContainers

Information about the recommended inference container definitions.

Type: Array of AutoMLContainerDefinition objects

Array Members: Minimum number of 0 items. Maximum number of 5 items.

Required: No

AutoMLCandidate

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See Also