Class HyperParameterTuningJobSearchEntity
- java.lang.Object
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- software.amazon.awssdk.services.sagemaker.model.HyperParameterTuningJobSearchEntity
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- All Implemented Interfaces:
Serializable,SdkPojo,ToCopyableBuilder<HyperParameterTuningJobSearchEntity.Builder,HyperParameterTuningJobSearchEntity>
@Generated("software.amazon.awssdk:codegen") public final class HyperParameterTuningJobSearchEntity extends Object implements SdkPojo, Serializable, ToCopyableBuilder<HyperParameterTuningJobSearchEntity.Builder,HyperParameterTuningJobSearchEntity>
An entity returned by the SearchRecord API containing the properties of a hyperparameter tuning job.
- See Also:
- Serialized Form
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Nested Class Summary
Nested Classes Modifier and Type Class Description static interfaceHyperParameterTuningJobSearchEntity.Builder
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Method Summary
All Methods Static Methods Instance Methods Concrete Methods Modifier and Type Method Description HyperParameterTrainingJobSummarybestTrainingJob()Returns the value of the BestTrainingJob property for this object.static HyperParameterTuningJobSearchEntity.Builderbuilder()HyperParameterTuningJobConsumedResourcesconsumedResources()The total amount of resources consumed by a hyperparameter tuning job.InstantcreationTime()The time that a hyperparameter tuning job was created.booleanequals(Object obj)booleanequalsBySdkFields(Object obj)StringfailureReason()The error that was created when a hyperparameter tuning job failed.<T> Optional<T>getValueForField(String fieldName, Class<T> clazz)inthashCode()booleanhasTags()For responses, this returns true if the service returned a value for the Tags property.booleanhasTrainingJobDefinitions()For responses, this returns true if the service returned a value for the TrainingJobDefinitions property.InstanthyperParameterTuningEndTime()The time that a hyperparameter tuning job ended.StringhyperParameterTuningJobArn()The Amazon Resource Name (ARN) of a hyperparameter tuning job.HyperParameterTuningJobConfighyperParameterTuningJobConfig()Returns the value of the HyperParameterTuningJobConfig property for this object.StringhyperParameterTuningJobName()The name of a hyperparameter tuning job.HyperParameterTuningJobStatushyperParameterTuningJobStatus()The status of a hyperparameter tuning job.StringhyperParameterTuningJobStatusAsString()The status of a hyperparameter tuning job.InstantlastModifiedTime()The time that a hyperparameter tuning job was last modified.ObjectiveStatusCountersobjectiveStatusCounters()Returns the value of the ObjectiveStatusCounters property for this object.HyperParameterTrainingJobSummaryoverallBestTrainingJob()Returns the value of the OverallBestTrainingJob property for this object.List<SdkField<?>>sdkFields()static Class<? extends HyperParameterTuningJobSearchEntity.Builder>serializableBuilderClass()List<Tag>tags()The tags associated with a hyperparameter tuning job.HyperParameterTuningJobSearchEntity.BuildertoBuilder()StringtoString()Returns a string representation of this object.HyperParameterTrainingJobDefinitiontrainingJobDefinition()Returns the value of the TrainingJobDefinition property for this object.List<HyperParameterTrainingJobDefinition>trainingJobDefinitions()The job definitions included in a hyperparameter tuning job.TrainingJobStatusCounterstrainingJobStatusCounters()Returns the value of the TrainingJobStatusCounters property for this object.HyperParameterTuningJobCompletionDetailstuningJobCompletionDetails()Information about either a current or completed hyperparameter tuning job.HyperParameterTuningJobWarmStartConfigwarmStartConfig()Returns the value of the WarmStartConfig property for this object.-
Methods inherited from class java.lang.Object
clone, finalize, getClass, notify, notifyAll, wait, wait, wait
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Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder
copy
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Method Detail
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hyperParameterTuningJobName
public final String hyperParameterTuningJobName()
The name of a hyperparameter tuning job.
- Returns:
- The name of a hyperparameter tuning job.
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hyperParameterTuningJobArn
public final String hyperParameterTuningJobArn()
The Amazon Resource Name (ARN) of a hyperparameter tuning job.
- Returns:
- The Amazon Resource Name (ARN) of a hyperparameter tuning job.
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hyperParameterTuningJobConfig
public final HyperParameterTuningJobConfig hyperParameterTuningJobConfig()
Returns the value of the HyperParameterTuningJobConfig property for this object.- Returns:
- The value of the HyperParameterTuningJobConfig property for this object.
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trainingJobDefinition
public final HyperParameterTrainingJobDefinition trainingJobDefinition()
Returns the value of the TrainingJobDefinition property for this object.- Returns:
- The value of the TrainingJobDefinition property for this object.
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hasTrainingJobDefinitions
public final boolean hasTrainingJobDefinitions()
For responses, this returns true if the service returned a value for the TrainingJobDefinitions property. This DOES NOT check that the value is non-empty (for which, you should check theisEmpty()method on the property). This is useful because the SDK will never return a null collection or map, but you may need to differentiate between the service returning nothing (or null) and the service returning an empty collection or map. For requests, this returns true if a value for the property was specified in the request builder, and false if a value was not specified.
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trainingJobDefinitions
public final List<HyperParameterTrainingJobDefinition> trainingJobDefinitions()
The job definitions included in a hyperparameter tuning job.
Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.
This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the
hasTrainingJobDefinitions()method.- Returns:
- The job definitions included in a hyperparameter tuning job.
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hyperParameterTuningJobStatus
public final HyperParameterTuningJobStatus hyperParameterTuningJobStatus()
The status of a hyperparameter tuning job.
If the service returns an enum value that is not available in the current SDK version,
hyperParameterTuningJobStatuswill returnHyperParameterTuningJobStatus.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available fromhyperParameterTuningJobStatusAsString().- Returns:
- The status of a hyperparameter tuning job.
- See Also:
HyperParameterTuningJobStatus
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hyperParameterTuningJobStatusAsString
public final String hyperParameterTuningJobStatusAsString()
The status of a hyperparameter tuning job.
If the service returns an enum value that is not available in the current SDK version,
hyperParameterTuningJobStatuswill returnHyperParameterTuningJobStatus.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available fromhyperParameterTuningJobStatusAsString().- Returns:
- The status of a hyperparameter tuning job.
- See Also:
HyperParameterTuningJobStatus
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creationTime
public final Instant creationTime()
The time that a hyperparameter tuning job was created.
- Returns:
- The time that a hyperparameter tuning job was created.
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hyperParameterTuningEndTime
public final Instant hyperParameterTuningEndTime()
The time that a hyperparameter tuning job ended.
- Returns:
- The time that a hyperparameter tuning job ended.
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lastModifiedTime
public final Instant lastModifiedTime()
The time that a hyperparameter tuning job was last modified.
- Returns:
- The time that a hyperparameter tuning job was last modified.
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trainingJobStatusCounters
public final TrainingJobStatusCounters trainingJobStatusCounters()
Returns the value of the TrainingJobStatusCounters property for this object.- Returns:
- The value of the TrainingJobStatusCounters property for this object.
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objectiveStatusCounters
public final ObjectiveStatusCounters objectiveStatusCounters()
Returns the value of the ObjectiveStatusCounters property for this object.- Returns:
- The value of the ObjectiveStatusCounters property for this object.
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bestTrainingJob
public final HyperParameterTrainingJobSummary bestTrainingJob()
Returns the value of the BestTrainingJob property for this object.- Returns:
- The value of the BestTrainingJob property for this object.
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overallBestTrainingJob
public final HyperParameterTrainingJobSummary overallBestTrainingJob()
Returns the value of the OverallBestTrainingJob property for this object.- Returns:
- The value of the OverallBestTrainingJob property for this object.
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warmStartConfig
public final HyperParameterTuningJobWarmStartConfig warmStartConfig()
Returns the value of the WarmStartConfig property for this object.- Returns:
- The value of the WarmStartConfig property for this object.
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failureReason
public final String failureReason()
The error that was created when a hyperparameter tuning job failed.
- Returns:
- The error that was created when a hyperparameter tuning job failed.
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hasTags
public final boolean hasTags()
For responses, this returns true if the service returned a value for the Tags property. This DOES NOT check that the value is non-empty (for which, you should check theisEmpty()method on the property). This is useful because the SDK will never return a null collection or map, but you may need to differentiate between the service returning nothing (or null) and the service returning an empty collection or map. For requests, this returns true if a value for the property was specified in the request builder, and false if a value was not specified.
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tags
public final List<Tag> tags()
The tags associated with a hyperparameter tuning job. For more information see Tagging Amazon Web Services resources.
Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.
This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the
hasTags()method.- Returns:
- The tags associated with a hyperparameter tuning job. For more information see Tagging Amazon Web Services resources.
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tuningJobCompletionDetails
public final HyperParameterTuningJobCompletionDetails tuningJobCompletionDetails()
Information about either a current or completed hyperparameter tuning job.
- Returns:
- Information about either a current or completed hyperparameter tuning job.
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consumedResources
public final HyperParameterTuningJobConsumedResources consumedResources()
The total amount of resources consumed by a hyperparameter tuning job.
- Returns:
- The total amount of resources consumed by a hyperparameter tuning job.
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toBuilder
public HyperParameterTuningJobSearchEntity.Builder toBuilder()
- Specified by:
toBuilderin interfaceToCopyableBuilder<HyperParameterTuningJobSearchEntity.Builder,HyperParameterTuningJobSearchEntity>
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builder
public static HyperParameterTuningJobSearchEntity.Builder builder()
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serializableBuilderClass
public static Class<? extends HyperParameterTuningJobSearchEntity.Builder> serializableBuilderClass()
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equalsBySdkFields
public final boolean equalsBySdkFields(Object obj)
- Specified by:
equalsBySdkFieldsin interfaceSdkPojo
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toString
public final String toString()
Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.
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