Class HyperParameterTuningJobSummary
- java.lang.Object
-
- software.amazon.awssdk.services.sagemaker.model.HyperParameterTuningJobSummary
-
- All Implemented Interfaces:
Serializable,SdkPojo,ToCopyableBuilder<HyperParameterTuningJobSummary.Builder,HyperParameterTuningJobSummary>
@Generated("software.amazon.awssdk:codegen") public final class HyperParameterTuningJobSummary extends Object implements SdkPojo, Serializable, ToCopyableBuilder<HyperParameterTuningJobSummary.Builder,HyperParameterTuningJobSummary>
Provides summary information about a hyperparameter tuning job.
- See Also:
- Serialized Form
-
-
Nested Class Summary
Nested Classes Modifier and Type Class Description static interfaceHyperParameterTuningJobSummary.Builder
-
Method Summary
All Methods Static Methods Instance Methods Concrete Methods Modifier and Type Method Description static HyperParameterTuningJobSummary.Builderbuilder()InstantcreationTime()The date and time that the tuning job was created.booleanequals(Object obj)booleanequalsBySdkFields(Object obj)<T> Optional<T>getValueForField(String fieldName, Class<T> clazz)inthashCode()InstanthyperParameterTuningEndTime()The date and time that the tuning job ended.StringhyperParameterTuningJobArn()The Amazon Resource Name (ARN) of the tuning job.StringhyperParameterTuningJobName()The name of the tuning job.HyperParameterTuningJobStatushyperParameterTuningJobStatus()The status of the tuning job.StringhyperParameterTuningJobStatusAsString()The status of the tuning job.InstantlastModifiedTime()The date and time that the tuning job was modified.ObjectiveStatusCountersobjectiveStatusCounters()The ObjectiveStatusCounters object that specifies the numbers of training jobs, categorized by objective metric status, that this tuning job launched.ResourceLimitsresourceLimits()The ResourceLimits object that specifies the maximum number of training jobs and parallel training jobs allowed for this tuning job.List<SdkField<?>>sdkFields()static Class<? extends HyperParameterTuningJobSummary.Builder>serializableBuilderClass()HyperParameterTuningJobStrategyTypestrategy()Specifies the search strategy hyperparameter tuning uses to choose which hyperparameters to evaluate at each iteration.StringstrategyAsString()Specifies the search strategy hyperparameter tuning uses to choose which hyperparameters to evaluate at each iteration.HyperParameterTuningJobSummary.BuildertoBuilder()StringtoString()Returns a string representation of this object.TrainingJobStatusCounterstrainingJobStatusCounters()The TrainingJobStatusCounters object that specifies the numbers of training jobs, categorized by status, that this tuning job launched.-
Methods inherited from class java.lang.Object
clone, finalize, getClass, notify, notifyAll, wait, wait, wait
-
Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder
copy
-
-
-
-
Method Detail
-
hyperParameterTuningJobName
public final String hyperParameterTuningJobName()
The name of the tuning job.
- Returns:
- The name of the tuning job.
-
hyperParameterTuningJobArn
public final String hyperParameterTuningJobArn()
The Amazon Resource Name (ARN) of the tuning job.
- Returns:
- The Amazon Resource Name (ARN) of the tuning job.
-
hyperParameterTuningJobStatus
public final HyperParameterTuningJobStatus hyperParameterTuningJobStatus()
The status of the 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 the tuning job.
- See Also:
HyperParameterTuningJobStatus
-
hyperParameterTuningJobStatusAsString
public final String hyperParameterTuningJobStatusAsString()
The status of the 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 the tuning job.
- See Also:
HyperParameterTuningJobStatus
-
strategy
public final HyperParameterTuningJobStrategyType strategy()
Specifies the search strategy hyperparameter tuning uses to choose which hyperparameters to evaluate at each iteration.
If the service returns an enum value that is not available in the current SDK version,
strategywill returnHyperParameterTuningJobStrategyType.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available fromstrategyAsString().- Returns:
- Specifies the search strategy hyperparameter tuning uses to choose which hyperparameters to evaluate at each iteration.
- See Also:
HyperParameterTuningJobStrategyType
-
strategyAsString
public final String strategyAsString()
Specifies the search strategy hyperparameter tuning uses to choose which hyperparameters to evaluate at each iteration.
If the service returns an enum value that is not available in the current SDK version,
strategywill returnHyperParameterTuningJobStrategyType.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available fromstrategyAsString().- Returns:
- Specifies the search strategy hyperparameter tuning uses to choose which hyperparameters to evaluate at each iteration.
- See Also:
HyperParameterTuningJobStrategyType
-
creationTime
public final Instant creationTime()
The date and time that the tuning job was created.
- Returns:
- The date and time that the tuning job was created.
-
hyperParameterTuningEndTime
public final Instant hyperParameterTuningEndTime()
The date and time that the tuning job ended.
- Returns:
- The date and time that the tuning job ended.
-
lastModifiedTime
public final Instant lastModifiedTime()
The date and time that the tuning job was modified.
- Returns:
- The date and time that the tuning job was modified.
-
trainingJobStatusCounters
public final TrainingJobStatusCounters trainingJobStatusCounters()
The TrainingJobStatusCounters object that specifies the numbers of training jobs, categorized by status, that this tuning job launched.
- Returns:
- The TrainingJobStatusCounters object that specifies the numbers of training jobs, categorized by status, that this tuning job launched.
-
objectiveStatusCounters
public final ObjectiveStatusCounters objectiveStatusCounters()
The ObjectiveStatusCounters object that specifies the numbers of training jobs, categorized by objective metric status, that this tuning job launched.
- Returns:
- The ObjectiveStatusCounters object that specifies the numbers of training jobs, categorized by objective metric status, that this tuning job launched.
-
resourceLimits
public final ResourceLimits resourceLimits()
The ResourceLimits object that specifies the maximum number of training jobs and parallel training jobs allowed for this tuning job.
- Returns:
- The ResourceLimits object that specifies the maximum number of training jobs and parallel training jobs allowed for this tuning job.
-
toBuilder
public HyperParameterTuningJobSummary.Builder toBuilder()
- Specified by:
toBuilderin interfaceToCopyableBuilder<HyperParameterTuningJobSummary.Builder,HyperParameterTuningJobSummary>
-
builder
public static HyperParameterTuningJobSummary.Builder builder()
-
serializableBuilderClass
public static Class<? extends HyperParameterTuningJobSummary.Builder> serializableBuilderClass()
-
equalsBySdkFields
public final boolean equalsBySdkFields(Object obj)
- Specified by:
equalsBySdkFieldsin interfaceSdkPojo
-
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.
-
-