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

Class MultiModelConfig

java.lang.Object

software.amazon.awssdk.services.sagemaker.model.MultiModelConfig

All Implemented Interfaces:

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

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

Specifies additional configuration for hosting multi-model endpoints.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static interface	MultiModelConfig.Builder

Method Summary

Modifier and Type	Method	Description
static MultiModelConfig.Builder	builder()
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
ModelCacheSetting	modelCacheSetting()	Whether to cache models for a multi-model endpoint.
String	modelCacheSettingAsString()	Whether to cache models for a multi-model endpoint.
List<SdkField<?>>	sdkFields()
static Class<? extends MultiModelConfig.Builder>	serializableBuilderClass()
MultiModelConfig.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

modelCacheSetting

public final ModelCacheSetting modelCacheSetting()

Whether to cache models for a multi-model endpoint. By default, multi-model endpoints cache models so that a model does not have to be loaded into memory each time it is invoked. Some use cases do not benefit from model caching. For example, if an endpoint hosts a large number of models that are each invoked infrequently, the endpoint might perform better if you disable model caching. To disable model caching, set the value of this parameter to Disabled.

If the service returns an enum value that is not available in the current SDK version, modelCacheSetting will return ModelCacheSetting.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from modelCacheSettingAsString().

Returns:

Whether to cache models for a multi-model endpoint. By default, multi-model endpoints cache models so that a model does not have to be loaded into memory each time it is invoked. Some use cases do not benefit from model caching. For example, if an endpoint hosts a large number of models that are each invoked infrequently, the endpoint might perform better if you disable model caching. To disable model caching, set the value of this parameter to Disabled.

See Also:

ModelCacheSetting

modelCacheSettingAsString

public final String modelCacheSettingAsString()

Whether to cache models for a multi-model endpoint. By default, multi-model endpoints cache models so that a model does not have to be loaded into memory each time it is invoked. Some use cases do not benefit from model caching. For example, if an endpoint hosts a large number of models that are each invoked infrequently, the endpoint might perform better if you disable model caching. To disable model caching, set the value of this parameter to Disabled.

If the service returns an enum value that is not available in the current SDK version, modelCacheSetting will return ModelCacheSetting.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from modelCacheSettingAsString().

Returns:

Whether to cache models for a multi-model endpoint. By default, multi-model endpoints cache models so that a model does not have to be loaded into memory each time it is invoked. Some use cases do not benefit from model caching. For example, if an endpoint hosts a large number of models that are each invoked infrequently, the endpoint might perform better if you disable model caching. To disable model caching, set the value of this parameter to Disabled.

See Also:

ModelCacheSetting

toBuilder

public MultiModelConfig.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<MultiModelConfig.Builder,MultiModelConfig>

builder

public static MultiModelConfig.Builder builder()

serializableBuilderClass

public static Class<? extends MultiModelConfig.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