Package software.amazon.awssdk.services.sagemaker.model

Class ModelQuantizationConfig

java.lang.Object

software.amazon.awssdk.services.sagemaker.model.ModelQuantizationConfig

All Implemented Interfaces:

Serializable, SdkPojo, ToCopyableBuilder<ModelQuantizationConfig.Builder,ModelQuantizationConfig>

@Generated("software.amazon.awssdk:codegen")
public final class ModelQuantizationConfig
extends Object
implements SdkPojo, Serializable, ToCopyableBuilder<ModelQuantizationConfig.Builder,ModelQuantizationConfig>

Settings for the model quantization technique that's applied by a model optimization job.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static interface	ModelQuantizationConfig.Builder

Method Summary

Modifier and Type	Method	Description
static ModelQuantizationConfig.Builder	builder()
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
boolean	hasOverrideEnvironment()	For responses, this returns true if the service returned a value for the OverrideEnvironment property.
String	image()	The URI of an LMI DLC in Amazon ECR.
Map<String,String>	overrideEnvironment()	Environment variables that override the default ones in the model container.
Map<String,SdkField<?>>	sdkFieldNameToField()
List<SdkField<?>>	sdkFields()
static Class<? extends ModelQuantizationConfig.Builder>	serializableBuilderClass()
ModelQuantizationConfig.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

Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder

copy

Method Detail

image

public final String image()

The URI of an LMI DLC in Amazon ECR. SageMaker uses this image to run the optimization.

Returns:

The URI of an LMI DLC in Amazon ECR. SageMaker uses this image to run the optimization.

hasOverrideEnvironment

public final boolean hasOverrideEnvironment()

For responses, this returns true if the service returned a value for the OverrideEnvironment property. This DOES NOT check that the value is non-empty (for which, you should check the isEmpty() 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.

overrideEnvironment

public final Map<String,String> overrideEnvironment()

Environment variables that override the default ones in the model container.

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 hasOverrideEnvironment() method.

Returns:

Environment variables that override the default ones in the model container.

toBuilder

public ModelQuantizationConfig.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<ModelQuantizationConfig.Builder,ModelQuantizationConfig>

builder

public static ModelQuantizationConfig.Builder builder()

serializableBuilderClass

public static Class<? extends ModelQuantizationConfig.Builder> serializableBuilderClass()

hashCode

public final int hashCode()

Overrides:

hashCode in class Object

equals

public final boolean equals(Object obj)

Overrides:

equals in class Object

equalsBySdkFields

public final boolean equalsBySdkFields(Object obj)

Specified by:

equalsBySdkFields in interface SdkPojo

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.

Overrides:

toString in class Object

getValueForField

public final <T> Optional<T> getValueForField(String fieldName,
                                              Class<T> clazz)

sdkFields

public final List<SdkField<?>> sdkFields()

Specified by:

sdkFields in interface SdkPojo

sdkFieldNameToField

public final Map<String,SdkField<?>> sdkFieldNameToField()

Specified by:

sdkFieldNameToField in interface SdkPojo