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.
26767 26768 26769 26770 26771 26772 26773 26774 26775 26776 26777 26778 26779 26780 | # File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 26767 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.
26767 26768 26769 26770 26771 26772 26773 26774 26775 26776 26777 26778 26779 26780 | # File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 26767 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.
26767 26768 26769 26770 26771 26772 26773 26774 26775 26776 26777 26778 26779 26780 | # File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 26767 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.
26767 26768 26769 26770 26771 26772 26773 26774 26775 26776 26777 26778 26779 26780 | # File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 26767 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.
26767 26768 26769 26770 26771 26772 26773 26774 26775 26776 26777 26778 26779 26780 | # File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 26767 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.
26767 26768 26769 26770 26771 26772 26773 26774 26775 26776 26777 26778 26779 26780 | # File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 26767 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.
26767 26768 26769 26770 26771 26772 26773 26774 26775 26776 26777 26778 26779 26780 | # File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 26767 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.
26767 26768 26769 26770 26771 26772 26773 26774 26775 26776 26777 26778 26779 26780 | # File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 26767 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.
26767 26768 26769 26770 26771 26772 26773 26774 26775 26776 26777 26778 26779 26780 | # File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 26767 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.
26767 26768 26769 26770 26771 26772 26773 26774 26775 26776 26777 26778 26779 26780 | # File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 26767 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 |