class Aws::SageMaker::Types::HyperParameterTuningJobSummary

Provides summary information about a hyperparameter tuning job.

@!attribute [rw] hyper_parameter_tuning_job_name

The name of the tuning job.
@return [String]

@!attribute [rw] hyper_parameter_tuning_job_arn

The Amazon Resource Name (ARN) of the tuning job.
@return [String]

@!attribute [rw] hyper_parameter_tuning_job_status

The status of the tuning job.
@return [String]

@!attribute [rw] strategy

Specifies the search strategy hyperparameter tuning uses to choose
which hyperparameters to use for each iteration. Currently, the only
valid value is Bayesian.
@return [String]

@!attribute [rw] creation_time

The date and time that the tuning job was created.
@return [Time]

@!attribute [rw] hyper_parameter_tuning_end_time

The date and time that the tuning job ended.
@return [Time]

@!attribute [rw] last_modified_time

The date and time that the tuning job was modified.
@return [Time]

@!attribute [rw] training_job_status_counters

The TrainingJobStatusCounters object that specifies the numbers of
training jobs, categorized by status, that this tuning job launched.
@return [Types::TrainingJobStatusCounters]

@!attribute [rw] objective_status_counters

The ObjectiveStatusCounters object that specifies the numbers of
training jobs, categorized by objective metric status, that this
tuning job launched.
@return [Types::ObjectiveStatusCounters]

@!attribute [rw] resource_limits

The ResourceLimits object that specifies the maximum number of
training jobs and parallel training jobs allowed for this tuning
job.
@return [Types::ResourceLimits]

@see docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/HyperParameterTuningJobSummary AWS API Documentation

Constants

SENSITIVE