Class: Aws::SageMaker::Types::HyperParameterTuningJobSummary
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::HyperParameterTuningJobSummary
- Defined in:
- gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb
Overview
Provides summary information about a hyperparameter tuning job.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#creation_time ⇒ Time
The date and time that the tuning job was created.
-
#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_name ⇒ String
The name of the tuning job.
-
#hyper_parameter_tuning_job_status ⇒ String
The status of the tuning job.
-
#last_modified_time ⇒ Time
The date and time that the tuning job was modified.
-
#objective_status_counters ⇒ Types::ObjectiveStatusCounters
The [ObjectiveStatusCounters][1] object that specifies the numbers of training jobs, categorized by objective metric status, that this tuning job launched.
-
#resource_limits ⇒ Types::ResourceLimits
The [ResourceLimits][1] object that specifies the maximum number of training jobs and parallel training jobs allowed for this tuning job.
-
#strategy ⇒ String
Specifies the search strategy hyperparameter tuning uses to choose which hyperparameters to evaluate at each iteration.
-
#training_job_status_counters ⇒ Types::TrainingJobStatusCounters
The [TrainingJobStatusCounters][1] object that specifies the numbers of training jobs, categorized by status, that this tuning job launched.
Instance Attribute Details
#creation_time ⇒ Time
The date and time that the tuning job was created.
22284 22285 22286 22287 22288 22289 22290 22291 22292 22293 22294 22295 22296 22297 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 22284 class HyperParameterTuningJobSummary < Struct.new( :hyper_parameter_tuning_job_name, :hyper_parameter_tuning_job_arn, :hyper_parameter_tuning_job_status, :strategy, :creation_time, :hyper_parameter_tuning_end_time, :last_modified_time, :training_job_status_counters, :objective_status_counters, :resource_limits) SENSITIVE = [] include Aws::Structure end |
#hyper_parameter_tuning_end_time ⇒ Time
The date and time that the tuning job ended.
22284 22285 22286 22287 22288 22289 22290 22291 22292 22293 22294 22295 22296 22297 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 22284 class HyperParameterTuningJobSummary < Struct.new( :hyper_parameter_tuning_job_name, :hyper_parameter_tuning_job_arn, :hyper_parameter_tuning_job_status, :strategy, :creation_time, :hyper_parameter_tuning_end_time, :last_modified_time, :training_job_status_counters, :objective_status_counters, :resource_limits) SENSITIVE = [] include Aws::Structure end |
#hyper_parameter_tuning_job_arn ⇒ String
The Amazon Resource Name (ARN) of the tuning job.
22284 22285 22286 22287 22288 22289 22290 22291 22292 22293 22294 22295 22296 22297 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 22284 class HyperParameterTuningJobSummary < Struct.new( :hyper_parameter_tuning_job_name, :hyper_parameter_tuning_job_arn, :hyper_parameter_tuning_job_status, :strategy, :creation_time, :hyper_parameter_tuning_end_time, :last_modified_time, :training_job_status_counters, :objective_status_counters, :resource_limits) SENSITIVE = [] include Aws::Structure end |
#hyper_parameter_tuning_job_name ⇒ String
The name of the tuning job.
22284 22285 22286 22287 22288 22289 22290 22291 22292 22293 22294 22295 22296 22297 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 22284 class HyperParameterTuningJobSummary < Struct.new( :hyper_parameter_tuning_job_name, :hyper_parameter_tuning_job_arn, :hyper_parameter_tuning_job_status, :strategy, :creation_time, :hyper_parameter_tuning_end_time, :last_modified_time, :training_job_status_counters, :objective_status_counters, :resource_limits) SENSITIVE = [] include Aws::Structure end |
#hyper_parameter_tuning_job_status ⇒ String
The status of the tuning job.
22284 22285 22286 22287 22288 22289 22290 22291 22292 22293 22294 22295 22296 22297 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 22284 class HyperParameterTuningJobSummary < Struct.new( :hyper_parameter_tuning_job_name, :hyper_parameter_tuning_job_arn, :hyper_parameter_tuning_job_status, :strategy, :creation_time, :hyper_parameter_tuning_end_time, :last_modified_time, :training_job_status_counters, :objective_status_counters, :resource_limits) SENSITIVE = [] include Aws::Structure end |
#last_modified_time ⇒ Time
The date and time that the tuning job was modified.
22284 22285 22286 22287 22288 22289 22290 22291 22292 22293 22294 22295 22296 22297 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 22284 class HyperParameterTuningJobSummary < Struct.new( :hyper_parameter_tuning_job_name, :hyper_parameter_tuning_job_arn, :hyper_parameter_tuning_job_status, :strategy, :creation_time, :hyper_parameter_tuning_end_time, :last_modified_time, :training_job_status_counters, :objective_status_counters, :resource_limits) SENSITIVE = [] include Aws::Structure end |
#objective_status_counters ⇒ Types::ObjectiveStatusCounters
The ObjectiveStatusCounters object that specifies the numbers of training jobs, categorized by objective metric status, that this tuning job launched.
22284 22285 22286 22287 22288 22289 22290 22291 22292 22293 22294 22295 22296 22297 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 22284 class HyperParameterTuningJobSummary < Struct.new( :hyper_parameter_tuning_job_name, :hyper_parameter_tuning_job_arn, :hyper_parameter_tuning_job_status, :strategy, :creation_time, :hyper_parameter_tuning_end_time, :last_modified_time, :training_job_status_counters, :objective_status_counters, :resource_limits) SENSITIVE = [] include Aws::Structure end |
#resource_limits ⇒ Types::ResourceLimits
The ResourceLimits object that specifies the maximum number of training jobs and parallel training jobs allowed for this tuning job.
22284 22285 22286 22287 22288 22289 22290 22291 22292 22293 22294 22295 22296 22297 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 22284 class HyperParameterTuningJobSummary < Struct.new( :hyper_parameter_tuning_job_name, :hyper_parameter_tuning_job_arn, :hyper_parameter_tuning_job_status, :strategy, :creation_time, :hyper_parameter_tuning_end_time, :last_modified_time, :training_job_status_counters, :objective_status_counters, :resource_limits) SENSITIVE = [] include Aws::Structure end |
#strategy ⇒ String
Specifies the search strategy hyperparameter tuning uses to choose which hyperparameters to evaluate at each iteration.
22284 22285 22286 22287 22288 22289 22290 22291 22292 22293 22294 22295 22296 22297 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 22284 class HyperParameterTuningJobSummary < Struct.new( :hyper_parameter_tuning_job_name, :hyper_parameter_tuning_job_arn, :hyper_parameter_tuning_job_status, :strategy, :creation_time, :hyper_parameter_tuning_end_time, :last_modified_time, :training_job_status_counters, :objective_status_counters, :resource_limits) SENSITIVE = [] include Aws::Structure end |
#training_job_status_counters ⇒ Types::TrainingJobStatusCounters
The TrainingJobStatusCounters object that specifies the numbers of training jobs, categorized by status, that this tuning job launched.
22284 22285 22286 22287 22288 22289 22290 22291 22292 22293 22294 22295 22296 22297 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 22284 class HyperParameterTuningJobSummary < Struct.new( :hyper_parameter_tuning_job_name, :hyper_parameter_tuning_job_arn, :hyper_parameter_tuning_job_status, :strategy, :creation_time, :hyper_parameter_tuning_end_time, :last_modified_time, :training_job_status_counters, :objective_status_counters, :resource_limits) SENSITIVE = [] include Aws::Structure end |