Class: Aws::SageMaker::Types::DescribeHyperParameterTuningJobResponse
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::DescribeHyperParameterTuningJobResponse
- Includes:
- Aws::Structure
- Defined in:
- lib/aws-sdk-sagemaker/types.rb
Overview
Instance Attribute Summary collapse
-
#best_training_job ⇒ Types::HyperParameterTrainingJobSummary
A TrainingJobSummary object that describes the training job that completed with the best current HyperParameterTuningJobObjective.
-
#creation_time ⇒ Time
The date and time that the tuning job started.
-
#failure_reason ⇒ String
If the tuning job failed, the reason it failed.
-
#hyper_parameter_tuning_end_time ⇒ Time
The date and time that the tuning job ended.
-
#hyper_parameter_tuning_job_arn ⇒ String
The Amazon Resource Name (ARN) of the tuning job.
-
#hyper_parameter_tuning_job_config ⇒ Types::HyperParameterTuningJobConfig
The HyperParameterTuningJobConfig object that specifies the configuration of the tuning job.
-
#hyper_parameter_tuning_job_name ⇒ String
The name of the tuning job.
-
#hyper_parameter_tuning_job_status ⇒ String
The status of the tuning job: InProgress, Completed, Failed, Stopping, or Stopped.
-
#last_modified_time ⇒ Time
The date and time that the status of the tuning job was modified.
-
#objective_status_counters ⇒ Types::ObjectiveStatusCounters
The ObjectiveStatusCounters object that specifies the number of training jobs, categorized by the status of their final objective metric, that this tuning job launched.
-
#overall_best_training_job ⇒ Types::HyperParameterTrainingJobSummary
If the hyperparameter tuning job is an warm start tuning job with a ‘WarmStartType` of `IDENTICAL_DATA_AND_ALGORITHM`, this is the TrainingJobSummary for the training job with the best objective metric value of all training jobs launched by this tuning job and all parent jobs specified for the warm start tuning job.
-
#training_job_definition ⇒ Types::HyperParameterTrainingJobDefinition
The HyperParameterTrainingJobDefinition object that specifies the definition of the training jobs that this tuning job launches.
-
#training_job_status_counters ⇒ Types::TrainingJobStatusCounters
The TrainingJobStatusCounters object that specifies the number of training jobs, categorized by status, that this tuning job launched.
-
#warm_start_config ⇒ Types::HyperParameterTuningJobWarmStartConfig
The configuration for starting the hyperparameter parameter tuning job using one or more previous tuning jobs as a starting point.
Instance Attribute Details
#best_training_job ⇒ Types::HyperParameterTrainingJobSummary
A TrainingJobSummary object that describes the training job that completed with the best current HyperParameterTuningJobObjective.
3614 3615 3616 3617 3618 3619 3620 3621 3622 3623 3624 3625 3626 3627 3628 3629 3630 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 3614 class DescribeHyperParameterTuningJobResponse < Struct.new( :hyper_parameter_tuning_job_name, :hyper_parameter_tuning_job_arn, :hyper_parameter_tuning_job_config, :training_job_definition, :hyper_parameter_tuning_job_status, :creation_time, :hyper_parameter_tuning_end_time, :last_modified_time, :training_job_status_counters, :objective_status_counters, :best_training_job, :overall_best_training_job, :warm_start_config, :failure_reason) include Aws::Structure end |
#creation_time ⇒ Time
The date and time that the tuning job started.
3614 3615 3616 3617 3618 3619 3620 3621 3622 3623 3624 3625 3626 3627 3628 3629 3630 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 3614 class DescribeHyperParameterTuningJobResponse < Struct.new( :hyper_parameter_tuning_job_name, :hyper_parameter_tuning_job_arn, :hyper_parameter_tuning_job_config, :training_job_definition, :hyper_parameter_tuning_job_status, :creation_time, :hyper_parameter_tuning_end_time, :last_modified_time, :training_job_status_counters, :objective_status_counters, :best_training_job, :overall_best_training_job, :warm_start_config, :failure_reason) include Aws::Structure end |
#failure_reason ⇒ String
If the tuning job failed, the reason it failed.
3614 3615 3616 3617 3618 3619 3620 3621 3622 3623 3624 3625 3626 3627 3628 3629 3630 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 3614 class DescribeHyperParameterTuningJobResponse < Struct.new( :hyper_parameter_tuning_job_name, :hyper_parameter_tuning_job_arn, :hyper_parameter_tuning_job_config, :training_job_definition, :hyper_parameter_tuning_job_status, :creation_time, :hyper_parameter_tuning_end_time, :last_modified_time, :training_job_status_counters, :objective_status_counters, :best_training_job, :overall_best_training_job, :warm_start_config, :failure_reason) include Aws::Structure end |
#hyper_parameter_tuning_end_time ⇒ Time
The date and time that the tuning job ended.
3614 3615 3616 3617 3618 3619 3620 3621 3622 3623 3624 3625 3626 3627 3628 3629 3630 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 3614 class DescribeHyperParameterTuningJobResponse < Struct.new( :hyper_parameter_tuning_job_name, :hyper_parameter_tuning_job_arn, :hyper_parameter_tuning_job_config, :training_job_definition, :hyper_parameter_tuning_job_status, :creation_time, :hyper_parameter_tuning_end_time, :last_modified_time, :training_job_status_counters, :objective_status_counters, :best_training_job, :overall_best_training_job, :warm_start_config, :failure_reason) include Aws::Structure end |
#hyper_parameter_tuning_job_arn ⇒ String
The Amazon Resource Name (ARN) of the tuning job.
3614 3615 3616 3617 3618 3619 3620 3621 3622 3623 3624 3625 3626 3627 3628 3629 3630 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 3614 class DescribeHyperParameterTuningJobResponse < Struct.new( :hyper_parameter_tuning_job_name, :hyper_parameter_tuning_job_arn, :hyper_parameter_tuning_job_config, :training_job_definition, :hyper_parameter_tuning_job_status, :creation_time, :hyper_parameter_tuning_end_time, :last_modified_time, :training_job_status_counters, :objective_status_counters, :best_training_job, :overall_best_training_job, :warm_start_config, :failure_reason) include Aws::Structure end |
#hyper_parameter_tuning_job_config ⇒ Types::HyperParameterTuningJobConfig
The HyperParameterTuningJobConfig object that specifies the configuration of the tuning job.
3614 3615 3616 3617 3618 3619 3620 3621 3622 3623 3624 3625 3626 3627 3628 3629 3630 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 3614 class DescribeHyperParameterTuningJobResponse < Struct.new( :hyper_parameter_tuning_job_name, :hyper_parameter_tuning_job_arn, :hyper_parameter_tuning_job_config, :training_job_definition, :hyper_parameter_tuning_job_status, :creation_time, :hyper_parameter_tuning_end_time, :last_modified_time, :training_job_status_counters, :objective_status_counters, :best_training_job, :overall_best_training_job, :warm_start_config, :failure_reason) include Aws::Structure end |
#hyper_parameter_tuning_job_name ⇒ String
The name of the tuning job.
3614 3615 3616 3617 3618 3619 3620 3621 3622 3623 3624 3625 3626 3627 3628 3629 3630 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 3614 class DescribeHyperParameterTuningJobResponse < Struct.new( :hyper_parameter_tuning_job_name, :hyper_parameter_tuning_job_arn, :hyper_parameter_tuning_job_config, :training_job_definition, :hyper_parameter_tuning_job_status, :creation_time, :hyper_parameter_tuning_end_time, :last_modified_time, :training_job_status_counters, :objective_status_counters, :best_training_job, :overall_best_training_job, :warm_start_config, :failure_reason) include Aws::Structure end |
#hyper_parameter_tuning_job_status ⇒ String
The status of the tuning job: InProgress, Completed, Failed, Stopping, or Stopped.
3614 3615 3616 3617 3618 3619 3620 3621 3622 3623 3624 3625 3626 3627 3628 3629 3630 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 3614 class DescribeHyperParameterTuningJobResponse < Struct.new( :hyper_parameter_tuning_job_name, :hyper_parameter_tuning_job_arn, :hyper_parameter_tuning_job_config, :training_job_definition, :hyper_parameter_tuning_job_status, :creation_time, :hyper_parameter_tuning_end_time, :last_modified_time, :training_job_status_counters, :objective_status_counters, :best_training_job, :overall_best_training_job, :warm_start_config, :failure_reason) include Aws::Structure end |
#last_modified_time ⇒ Time
The date and time that the status of the tuning job was modified.
3614 3615 3616 3617 3618 3619 3620 3621 3622 3623 3624 3625 3626 3627 3628 3629 3630 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 3614 class DescribeHyperParameterTuningJobResponse < Struct.new( :hyper_parameter_tuning_job_name, :hyper_parameter_tuning_job_arn, :hyper_parameter_tuning_job_config, :training_job_definition, :hyper_parameter_tuning_job_status, :creation_time, :hyper_parameter_tuning_end_time, :last_modified_time, :training_job_status_counters, :objective_status_counters, :best_training_job, :overall_best_training_job, :warm_start_config, :failure_reason) include Aws::Structure end |
#objective_status_counters ⇒ Types::ObjectiveStatusCounters
The ObjectiveStatusCounters object that specifies the number of training jobs, categorized by the status of their final objective metric, that this tuning job launched.
3614 3615 3616 3617 3618 3619 3620 3621 3622 3623 3624 3625 3626 3627 3628 3629 3630 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 3614 class DescribeHyperParameterTuningJobResponse < Struct.new( :hyper_parameter_tuning_job_name, :hyper_parameter_tuning_job_arn, :hyper_parameter_tuning_job_config, :training_job_definition, :hyper_parameter_tuning_job_status, :creation_time, :hyper_parameter_tuning_end_time, :last_modified_time, :training_job_status_counters, :objective_status_counters, :best_training_job, :overall_best_training_job, :warm_start_config, :failure_reason) include Aws::Structure end |
#overall_best_training_job ⇒ Types::HyperParameterTrainingJobSummary
If the hyperparameter tuning job is an warm start tuning job with a ‘WarmStartType` of `IDENTICAL_DATA_AND_ALGORITHM`, this is the TrainingJobSummary for the training job with the best objective metric value of all training jobs launched by this tuning job and all parent jobs specified for the warm start tuning job.
3614 3615 3616 3617 3618 3619 3620 3621 3622 3623 3624 3625 3626 3627 3628 3629 3630 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 3614 class DescribeHyperParameterTuningJobResponse < Struct.new( :hyper_parameter_tuning_job_name, :hyper_parameter_tuning_job_arn, :hyper_parameter_tuning_job_config, :training_job_definition, :hyper_parameter_tuning_job_status, :creation_time, :hyper_parameter_tuning_end_time, :last_modified_time, :training_job_status_counters, :objective_status_counters, :best_training_job, :overall_best_training_job, :warm_start_config, :failure_reason) include Aws::Structure end |
#training_job_definition ⇒ Types::HyperParameterTrainingJobDefinition
The HyperParameterTrainingJobDefinition object that specifies the definition of the training jobs that this tuning job launches.
3614 3615 3616 3617 3618 3619 3620 3621 3622 3623 3624 3625 3626 3627 3628 3629 3630 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 3614 class DescribeHyperParameterTuningJobResponse < Struct.new( :hyper_parameter_tuning_job_name, :hyper_parameter_tuning_job_arn, :hyper_parameter_tuning_job_config, :training_job_definition, :hyper_parameter_tuning_job_status, :creation_time, :hyper_parameter_tuning_end_time, :last_modified_time, :training_job_status_counters, :objective_status_counters, :best_training_job, :overall_best_training_job, :warm_start_config, :failure_reason) include Aws::Structure end |
#training_job_status_counters ⇒ Types::TrainingJobStatusCounters
The TrainingJobStatusCounters object that specifies the number of training jobs, categorized by status, that this tuning job launched.
3614 3615 3616 3617 3618 3619 3620 3621 3622 3623 3624 3625 3626 3627 3628 3629 3630 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 3614 class DescribeHyperParameterTuningJobResponse < Struct.new( :hyper_parameter_tuning_job_name, :hyper_parameter_tuning_job_arn, :hyper_parameter_tuning_job_config, :training_job_definition, :hyper_parameter_tuning_job_status, :creation_time, :hyper_parameter_tuning_end_time, :last_modified_time, :training_job_status_counters, :objective_status_counters, :best_training_job, :overall_best_training_job, :warm_start_config, :failure_reason) include Aws::Structure end |
#warm_start_config ⇒ Types::HyperParameterTuningJobWarmStartConfig
The configuration for starting the hyperparameter parameter tuning job using one or more previous 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.
3614 3615 3616 3617 3618 3619 3620 3621 3622 3623 3624 3625 3626 3627 3628 3629 3630 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 3614 class DescribeHyperParameterTuningJobResponse < Struct.new( :hyper_parameter_tuning_job_name, :hyper_parameter_tuning_job_arn, :hyper_parameter_tuning_job_config, :training_job_definition, :hyper_parameter_tuning_job_status, :creation_time, :hyper_parameter_tuning_end_time, :last_modified_time, :training_job_status_counters, :objective_status_counters, :best_training_job, :overall_best_training_job, :warm_start_config, :failure_reason) include Aws::Structure end |