Class ConvergenceDetected
- java.lang.Object
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- software.amazon.awssdk.services.sagemaker.model.ConvergenceDetected
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- All Implemented Interfaces:
Serializable
,SdkPojo
,ToCopyableBuilder<ConvergenceDetected.Builder,ConvergenceDetected>
@Generated("software.amazon.awssdk:codegen") public final class ConvergenceDetected extends Object implements SdkPojo, Serializable, ToCopyableBuilder<ConvergenceDetected.Builder,ConvergenceDetected>
A flag to indicating that automatic model tuning (AMT) has detected model convergence, defined as a lack of significant improvement (1% or less) against an objective metric.
- See Also:
- Serialized Form
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Nested Class Summary
Nested Classes Modifier and Type Class Description static interface
ConvergenceDetected.Builder
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Method Summary
All Methods Static Methods Instance Methods Concrete Methods Modifier and Type Method Description static ConvergenceDetected.Builder
builder()
CompleteOnConvergence
completeOnConvergence()
A flag to stop a tuning job once AMT has detected that the job has converged.String
completeOnConvergenceAsString()
A flag to stop a tuning job once AMT has detected that the job has converged.boolean
equals(Object obj)
boolean
equalsBySdkFields(Object obj)
<T> Optional<T>
getValueForField(String fieldName, Class<T> clazz)
int
hashCode()
List<SdkField<?>>
sdkFields()
static Class<? extends ConvergenceDetected.Builder>
serializableBuilderClass()
ConvergenceDetected.Builder
toBuilder()
String
toString()
Returns a string representation of 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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completeOnConvergence
public final CompleteOnConvergence completeOnConvergence()
A flag to stop a tuning job once AMT has detected that the job has converged.
If the service returns an enum value that is not available in the current SDK version,
completeOnConvergence
will returnCompleteOnConvergence.UNKNOWN_TO_SDK_VERSION
. The raw value returned by the service is available fromcompleteOnConvergenceAsString()
.- Returns:
- A flag to stop a tuning job once AMT has detected that the job has converged.
- See Also:
CompleteOnConvergence
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completeOnConvergenceAsString
public final String completeOnConvergenceAsString()
A flag to stop a tuning job once AMT has detected that the job has converged.
If the service returns an enum value that is not available in the current SDK version,
completeOnConvergence
will returnCompleteOnConvergence.UNKNOWN_TO_SDK_VERSION
. The raw value returned by the service is available fromcompleteOnConvergenceAsString()
.- Returns:
- A flag to stop a tuning job once AMT has detected that the job has converged.
- See Also:
CompleteOnConvergence
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toBuilder
public ConvergenceDetected.Builder toBuilder()
- Specified by:
toBuilder
in interfaceToCopyableBuilder<ConvergenceDetected.Builder,ConvergenceDetected>
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builder
public static ConvergenceDetected.Builder builder()
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serializableBuilderClass
public static Class<? extends ConvergenceDetected.Builder> serializableBuilderClass()
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equalsBySdkFields
public final boolean equalsBySdkFields(Object obj)
- Specified by:
equalsBySdkFields
in 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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