List Training Jobs for Hyper Parameter Tuning Job

sagemaker_list_training_jobs_for_hyper_parameter_tuning_job

R Documentation

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

Description

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

Usage

sagemaker_list_training_jobs_for_hyper_parameter_tuning_job(
  HyperParameterTuningJobName, NextToken, MaxResults, StatusEquals,
  SortBy, SortOrder)

Arguments

HyperParameterTuningJobName

[required] The name of the tuning job whose training jobs you want to list.

NextToken

If the result of the previous list_training_jobs_for_hyper_parameter_tuning_job request was truncated, the response includes a NextToken. To retrieve the next set of training jobs, use the token in the next request.

MaxResults

The maximum number of training jobs to return. The default value is 10.

StatusEquals

A filter that returns only training jobs with the specified status.

SortBy

The field to sort results by. The default is Name.

If the value of this field is FinalObjectiveMetricValue, any training jobs that did not return an objective metric are not listed.

SortOrder

The sort order for results. The default is Ascending.

Value

A list with the following syntax:

list(
  TrainingJobSummaries = list(
    list(
      TrainingJobDefinitionName = "string",
      TrainingJobName = "string",
      TrainingJobArn = "string",
      TuningJobName = "string",
      CreationTime = as.POSIXct(
        "2015-01-01"
      ),
      TrainingStartTime = as.POSIXct(
        "2015-01-01"
      ),
      TrainingEndTime = as.POSIXct(
        "2015-01-01"
      ),
      TrainingJobStatus = "InProgress"|"Completed"|"Failed"|"Stopping"|"Stopped",
      TunedHyperParameters = list(
        "string"
      ),
      FailureReason = "string",
      FinalHyperParameterTuningJobObjectiveMetric = list(
        Type = "Maximize"|"Minimize",
        MetricName = "string",
        Value = 123.0
      ),
      ObjectiveStatus = "Succeeded"|"Pending"|"Failed"
    )
  ),
  NextToken = "string"
)

Request syntax

svc$list_training_jobs_for_hyper_parameter_tuning_job(
  HyperParameterTuningJobName = "string",
  NextToken = "string",
  MaxResults = 123,
  StatusEquals = "InProgress"|"Completed"|"Failed"|"Stopping"|"Stopped",
  SortBy = "Name"|"CreationTime"|"Status"|"FinalObjectiveMetricValue",
  SortOrder = "Ascending"|"Descending"
)