HyperParameterTuningJobSearchEntity
An entity returned by the SearchRecord API containing the properties of a hyperparameter tuning job.
Types
Properties
The container for the summary information about a training job.
The total amount of resources consumed by a hyperparameter tuning job.
The time that a hyperparameter tuning job was created.
The error that was created when a hyperparameter tuning job failed.
The time that a hyperparameter tuning job ended.
The Amazon Resource Name (ARN) of a hyperparameter tuning job.
Configures a hyperparameter tuning job.
The name of a hyperparameter tuning job.
The status of a hyperparameter tuning job.
The time that a hyperparameter tuning job was last modified.
Specifies the number of training jobs that this hyperparameter tuning job launched, categorized by the status of their objective metric. The objective metric status shows whether the final objective metric for the training job has been evaluated by the tuning job and used in the hyperparameter tuning process.
The container for the summary information about a training job.
The tags associated with a hyperparameter tuning job. For more information see Tagging Amazon Web Services resources.
Defines the training jobs launched by a hyperparameter tuning job.
The job definitions included in a hyperparameter tuning job.
The numbers of training jobs launched by a hyperparameter tuning job, categorized by status.
Information about either a current or completed hyperparameter tuning job.
Specifies the configuration for a hyperparameter tuning job that uses one or more previous hyperparameter tuning jobs as a starting point. The results of previous tuning jobs are used to inform which combinations of hyperparameters to search over in the new tuning job.