DescribeHyperParameterTuningJobResponse class
Constructors
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DescribeHyperParameterTuningJobResponse({required DateTime creationTime, required String hyperParameterTuningJobArn, required HyperParameterTuningJobConfig hyperParameterTuningJobConfig, required String hyperParameterTuningJobName, required HyperParameterTuningJobStatus hyperParameterTuningJobStatus, required ObjectiveStatusCounters objectiveStatusCounters, required TrainingJobStatusCounters trainingJobStatusCounters, HyperParameterTrainingJobSummary? bestTrainingJob, String? failureReason, DateTime? hyperParameterTuningEndTime, DateTime? lastModifiedTime, HyperParameterTrainingJobSummary? overallBestTrainingJob, HyperParameterTrainingJobDefinition? trainingJobDefinition, List<HyperParameterTrainingJobDefinition>? trainingJobDefinitions, HyperParameterTuningJobWarmStartConfig? warmStartConfig})
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DescribeHyperParameterTuningJobResponse.fromJson(Map<String, dynamic> json)
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factory
Properties
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bestTrainingJob
→ HyperParameterTrainingJobSummary?
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A TrainingJobSummary object that describes the training job that
completed with the best current HyperParameterTuningJobObjective.
final
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creationTime
→ DateTime
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The date and time that the tuning job started.
final
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failureReason
→ String?
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If the tuning job failed, the reason it failed.
final
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hashCode
→ int
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The hash code for this object.
no setterinherited
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hyperParameterTuningEndTime
→ DateTime?
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The date and time that the tuning job ended.
final
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hyperParameterTuningJobArn
→ String
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The Amazon Resource Name (ARN) of the tuning job.
final
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hyperParameterTuningJobConfig
→ HyperParameterTuningJobConfig
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The HyperParameterTuningJobConfig object that specifies the
configuration of the tuning job.
final
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hyperParameterTuningJobName
→ String
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The name of the tuning job.
final
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hyperParameterTuningJobStatus
→ HyperParameterTuningJobStatus
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The status of the tuning job: InProgress, Completed, Failed, Stopping, or
Stopped.
final
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lastModifiedTime
→ DateTime?
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The date and time that the status of the tuning job was modified.
final
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objectiveStatusCounters
→ ObjectiveStatusCounters
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The ObjectiveStatusCounters object that specifies the number of
training jobs, categorized by the status of their final objective metric,
that this tuning job launched.
final
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overallBestTrainingJob
→ HyperParameterTrainingJobSummary?
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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.
final
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runtimeType
→ Type
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A representation of the runtime type of the object.
no setterinherited
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trainingJobDefinition
→ HyperParameterTrainingJobDefinition?
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The HyperParameterTrainingJobDefinition object that specifies the
definition of the training jobs that this tuning job launches.
final
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trainingJobDefinitions
→ List<HyperParameterTrainingJobDefinition>?
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A list of the HyperParameterTrainingJobDefinition objects launched
for this tuning job.
final
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trainingJobStatusCounters
→ TrainingJobStatusCounters
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The TrainingJobStatusCounters object that specifies the number of
training jobs, categorized by status, that this tuning job launched.
final
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warmStartConfig
→ HyperParameterTuningJobWarmStartConfig?
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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.
final
Methods
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noSuchMethod(Invocation invocation)
→ dynamic
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Invoked when a nonexistent method or property is accessed.
inherited
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toString()
→ String
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A string representation of this object.
inherited
