Class: Aws::SageMaker::Types::HyperParameterTuningJobSummary
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::HyperParameterTuningJobSummary
- Includes:
- Aws::Structure
- Defined in:
- 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] object that specifies the numbers of training jobs, categorized by objective metric status, that this tuning job launched.
-
#resource_limits ⇒ Types::ResourceLimits
The [ResourceLimits] 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] 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 21036 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 21036 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 21036 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 21036 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 21036 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 21036 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.
[1]: docs.aws.amazon.com/sagemaker/latest/APIReference/API_ObjectiveStatusCounters.html
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# File 'lib/aws-sdk-sagemaker/types.rb', line 21036 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.
[1]: docs.aws.amazon.com/sagemaker/latest/APIReference/API_ResourceLimits.html
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# File 'lib/aws-sdk-sagemaker/types.rb', line 21036 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 21036 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.
[1]: docs.aws.amazon.com/sagemaker/latest/APIReference/API_TrainingJobStatusCounters.html
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# File 'lib/aws-sdk-sagemaker/types.rb', line 21036 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 |