training_jobs_for_hyper_parameter_tuning_jobs

Creates, updates, deletes, gets or lists a training_jobs_for_hyper_parameter_tuning_jobs resource.

Overview

Name	training_jobs_for_hyper_parameter_tuning_jobs
Type	Resource
Id	aws.sagemaker.training_jobs_for_hyper_parameter_tuning_jobs

Fields

The following fields are returned by SELECT queries:

list_training_jobs_for_hyper_parameter_tuning_job

Name	Datatype	Description
creation_time	string (date-time)	The date and time that the training job was created.
failure_reason	string	The reason that the training job failed.
final_hyper_parameter_tuning_job_objective_metric	object	The FinalHyperParameterTuningJobObjectiveMetric object that specifies the value of the objective metric of the tuning job that launched this training job.
objective_status	string	The status of the objective metric for the training job: Succeeded: The final objective metric for the training job was evaluated by the hyperparameter tuning job and used in the hyperparameter tuning process. Pending: The training job is in progress and evaluation of its final objective metric is pending. Failed: The final objective metric for the training job was not evaluated, and was not used in the hyperparameter tuning process. This typically occurs when the training job failed or did not emit an objective metric. (Succeeded, Pending, Failed)
training_end_time	string (date-time)	Specifies the time when the training job ends on training instances. You are billed for the time interval between the value of TrainingStartTime and this time. For successful jobs and stopped jobs, this is the time after model artifacts are uploaded. For failed jobs, this is the time when SageMaker detects a job failure.
training_job_arn	string	The Amazon Resource Name (ARN) of the training job. (pattern: <code>arn:aws[a-z-]:sagemaker:[a-z0-9-]:[0-9]{12}:training-job/[a-zA-Z0-9](-*[a-zA-Z0-9]){0,62}</code>)
training_job_definition_name	string	The training job definition name. (pattern: <code>[a-zA-Z0-9](-*[a-zA-Z0-9]){0,63}</code>)
training_job_name	string	The name of the training job. (pattern: <code>[a-zA-Z0-9](-*[a-zA-Z0-9]){0,62}</code>)
training_job_status	string	The status of the training job. (InProgress, Completed, Failed, Stopping, Stopped, Deleting)
training_start_time	string (date-time)	The date and time that the training job started.
tuned_hyper_parameters	object	A list of the hyperparameters for which you specified ranges to search.
tuning_job_name	string	The HyperParameter tuning job that launched the training job. (pattern: <code>[a-zA-Z0-9](-*[a-zA-Z0-9]){0,31}</code>)

Methods

The following methods are available for this resource:

Name	Accessible by	Required Params	Optional Params	Description
list_training_jobs_for_hyper_parameter_tuning_job	select	region		Gets a list of TrainingJobSummary objects that describe the training jobs that a hyperparameter tuning job launched.

Parameters

Parameters can be passed in the WHERE clause of a query. Check the Methods section to see which parameters are required or optional for each operation.

Name	Datatype	Description
region	string	AWS region (default: us-east-1)

SELECT examples

list_training_jobs_for_hyper_parameter_tuning_job

Gets a list of TrainingJobSummary objects that describe the training jobs that a hyperparameter tuning job launched.

SELECT
creation_time,
failure_reason,
final_hyper_parameter_tuning_job_objective_metric,
objective_status,
training_end_time,
training_job_arn,
training_job_definition_name,
training_job_name,
training_job_status,
training_start_time,
tuned_hyper_parameters,
tuning_job_name
FROM aws.sagemaker.training_jobs_for_hyper_parameter_tuning_jobs
WHERE region = '{{ region }}' -- required
;