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

Class OptimizationConfig

java.lang.Object

software.amazon.awssdk.services.sagemaker.model.OptimizationConfig

All Implemented Interfaces:

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

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

Settings for an optimization technique that you apply with a model optimization job.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static interface	OptimizationConfig.Builder
static class	OptimizationConfig.Type

Method Summary

Modifier and Type	Method	Description
static OptimizationConfig.Builder	builder()
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
static OptimizationConfig	fromModelCompilationConfig(Consumer<ModelCompilationConfig.Builder> modelCompilationConfig)	Create an instance of this class with modelCompilationConfig() initialized to the given value.
static OptimizationConfig	fromModelCompilationConfig(ModelCompilationConfig modelCompilationConfig)	Create an instance of this class with modelCompilationConfig() initialized to the given value.
static OptimizationConfig	fromModelQuantizationConfig(Consumer<ModelQuantizationConfig.Builder> modelQuantizationConfig)	Create an instance of this class with modelQuantizationConfig() initialized to the given value.
static OptimizationConfig	fromModelQuantizationConfig(ModelQuantizationConfig modelQuantizationConfig)	Create an instance of this class with modelQuantizationConfig() initialized to the given value.
static OptimizationConfig	fromModelShardingConfig(Consumer<ModelShardingConfig.Builder> modelShardingConfig)	Create an instance of this class with modelShardingConfig() initialized to the given value.
static OptimizationConfig	fromModelShardingConfig(ModelShardingConfig modelShardingConfig)	Create an instance of this class with modelShardingConfig() initialized to the given value.
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
ModelCompilationConfig	modelCompilationConfig()	Settings for the model compilation technique that's applied by a model optimization job.
ModelQuantizationConfig	modelQuantizationConfig()	Settings for the model quantization technique that's applied by a model optimization job.
ModelShardingConfig	modelShardingConfig()	Settings for the model sharding technique that's applied by a model optimization job.
Map<String,SdkField<?>>	sdkFieldNameToField()
List<SdkField<?>>	sdkFields()
static Class<? extends OptimizationConfig.Builder>	serializableBuilderClass()
OptimizationConfig.Builder	toBuilder()
String	toString()	Returns a string representation of this object.
OptimizationConfig.Type	type()	Retrieve an enum value representing which member of this object is populated.

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

modelQuantizationConfig

public final ModelQuantizationConfig modelQuantizationConfig()

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

Returns:

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

modelCompilationConfig

public final ModelCompilationConfig modelCompilationConfig()

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

Returns:

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

modelShardingConfig

public final ModelShardingConfig modelShardingConfig()

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

Returns:

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

toBuilder

public OptimizationConfig.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<OptimizationConfig.Builder,OptimizationConfig>

builder

public static OptimizationConfig.Builder builder()

serializableBuilderClass

public static Class<? extends OptimizationConfig.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)

fromModelQuantizationConfig

public static OptimizationConfig fromModelQuantizationConfig(ModelQuantizationConfig modelQuantizationConfig)

Create an instance of this class with modelQuantizationConfig() initialized to the given value.

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

Parameters:

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

fromModelQuantizationConfig

public static OptimizationConfig fromModelQuantizationConfig(Consumer<ModelQuantizationConfig.Builder> modelQuantizationConfig)

Create an instance of this class with modelQuantizationConfig() initialized to the given value.

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

Parameters:

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

fromModelCompilationConfig

public static OptimizationConfig fromModelCompilationConfig(ModelCompilationConfig modelCompilationConfig)

Create an instance of this class with modelCompilationConfig() initialized to the given value.

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

Parameters:

modelCompilationConfig - Settings for the model compilation technique that's applied by a model optimization job.

fromModelCompilationConfig

public static OptimizationConfig fromModelCompilationConfig(Consumer<ModelCompilationConfig.Builder> modelCompilationConfig)

Create an instance of this class with modelCompilationConfig() initialized to the given value.

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

Parameters:

modelCompilationConfig - Settings for the model compilation technique that's applied by a model optimization job.

fromModelShardingConfig

public static OptimizationConfig fromModelShardingConfig(ModelShardingConfig modelShardingConfig)

Create an instance of this class with modelShardingConfig() initialized to the given value.

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

Parameters:

modelShardingConfig - Settings for the model sharding technique that's applied by a model optimization job.

fromModelShardingConfig

public static OptimizationConfig fromModelShardingConfig(Consumer<ModelShardingConfig.Builder> modelShardingConfig)

Create an instance of this class with modelShardingConfig() initialized to the given value.

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

Parameters:

modelShardingConfig - Settings for the model sharding technique that's applied by a model optimization job.

type

public OptimizationConfig.Type type()

Retrieve an enum value representing which member of this object is populated. When this class is returned in a service response, this will be OptimizationConfig.Type.UNKNOWN_TO_SDK_VERSION if the service returned a member that is only known to a newer SDK version. When this class is created directly in your code, this will be OptimizationConfig.Type.UNKNOWN_TO_SDK_VERSION if zero members are set, and null if more than one member is set.

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