Class TuningJobCompletionCriteria
java.lang.Object
software.amazon.awssdk.services.sagemaker.model.TuningJobCompletionCriteria
- All Implemented Interfaces:
Serializable
,SdkPojo
,ToCopyableBuilder<TuningJobCompletionCriteria.Builder,
TuningJobCompletionCriteria>
@Generated("software.amazon.awssdk:codegen")
public final class TuningJobCompletionCriteria
extends Object
implements SdkPojo, Serializable, ToCopyableBuilder<TuningJobCompletionCriteria.Builder,TuningJobCompletionCriteria>
The job completion criteria.
- See Also:
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Nested Class Summary
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Method Summary
Modifier and TypeMethodDescriptionA flag to stop your hyperparameter tuning job if model performance fails to improve as evaluated against an objective function.builder()
final ConvergenceDetected
A flag to top your hyperparameter tuning job if automatic model tuning (AMT) has detected that your model has converged as evaluated against your objective function.final boolean
final boolean
equalsBySdkFields
(Object obj) Indicates whether some other object is "equal to" this one by SDK fields.final <T> Optional
<T> getValueForField
(String fieldName, Class<T> clazz) final int
hashCode()
static Class
<? extends TuningJobCompletionCriteria.Builder> final Float
The value of the objective metric.Take this object and create a builder that contains all of the current property values of this object.final String
toString()
Returns a string representation of this object.Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder
copy
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Method Details
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targetObjectiveMetricValue
The value of the objective metric.
- Returns:
- The value of the objective metric.
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bestObjectiveNotImproving
A flag to stop your hyperparameter tuning job if model performance fails to improve as evaluated against an objective function.
- Returns:
- A flag to stop your hyperparameter tuning job if model performance fails to improve as evaluated against an objective function.
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convergenceDetected
A flag to top your hyperparameter tuning job if automatic model tuning (AMT) has detected that your model has converged as evaluated against your objective function.
- Returns:
- A flag to top your hyperparameter tuning job if automatic model tuning (AMT) has detected that your model has converged as evaluated against your objective function.
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toBuilder
Description copied from interface:ToCopyableBuilder
Take this object and create a builder that contains all of the current property values of this object.- Specified by:
toBuilder
in interfaceToCopyableBuilder<TuningJobCompletionCriteria.Builder,
TuningJobCompletionCriteria> - Returns:
- a builder for type T
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builder
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serializableBuilderClass
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hashCode
public final int hashCode() -
equals
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equalsBySdkFields
Description copied from interface:SdkPojo
Indicates whether some other object is "equal to" this one by SDK fields. An SDK field is a modeled, non-inherited field in anSdkPojo
class, and is generated based on a service model.If an
SdkPojo
class does not have any inherited fields,equalsBySdkFields
andequals
are essentially the same.- Specified by:
equalsBySdkFields
in interfaceSdkPojo
- Parameters:
obj
- the object to be compared with- Returns:
- true if the other object equals to this object by sdk fields, false otherwise.
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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. -
getValueForField
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sdkFields
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