HyperParameterTuningJobSummary

Provides summary information about a hyperparameter tuning job.

CreationTime The date and time that the tuning job was created.
Type: Timestamp
Required: Yes

HyperParameterTuningEndTime The date and time that the tuning job ended.
Type: Timestamp
Required: No

HyperParameterTuningJobArn The Amazon Resource Name (ARN) of the tuning job.
Type: String
Length Constraints: Maximum length of 256.
Pattern: arn:aws[a-z\-]*:sagemaker:[a-z0-9\-]*:[0-9]{12}:hyper-parameter-tuning-job/.*
Required: Yes

HyperParameterTuningJobName The name of the tuning job.
Type: String
Length Constraints: Minimum length of 1. Maximum length of 32.
Pattern: ^[a-zA-Z0-9](-*[a-zA-Z0-9])*
Required: Yes

HyperParameterTuningJobStatus The status of the tuning job.
Type: String
Valid Values:Completed | InProgress | Failed | Stopped | Stopping
Required: Yes

LastModifiedTime The date and time that the tuning job was modified.
Type: Timestamp
Required: No

ObjectiveStatusCounters The ObjectiveStatusCounters object that specifies the numbers of training jobs, categorized by objective metric status, that this tuning job launched.
Type: ObjectiveStatusCounters object
Required: Yes

ResourceLimits The ResourceLimits object that specifies the maximum number of training jobs and parallel training jobs allowed for this tuning job.
Type: ResourceLimits object
Required: No

Strategy Specifies the search strategy hyperparameter tuning uses to choose which hyperparameters to use for each iteration. Currently, the only valid value is Bayesian.
Type: String
Valid Values:Bayesian | Random
Required: Yes

TrainingJobStatusCounters The TrainingJobStatusCounters object that specifies the numbers of training jobs, categorized by status, that this tuning job launched.
Type: TrainingJobStatusCounters object
Required: Yes

For more information about using this API in one of the language-specific AWS SDKs, see the following: + AWS SDK for C++ + AWS SDK for Go + AWS SDK for Go - Pilot + AWS SDK for Java + AWS SDK for Ruby V2