software.amazon.awssdk.services.neptunedata.model

Class CustomModelTrainingParameters

java.lang.Object

software.amazon.awssdk.services.neptunedata.model.CustomModelTrainingParameters

All Implemented Interfaces:

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

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

Contains custom model training parameters. See Custom models in Neptune ML.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	CustomModelTrainingParameters.Builder

Method Summary

Modifier and Type	Method and Description
static CustomModelTrainingParameters.Builder	builder()
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 CustomModelTrainingParameters.Builder>	serializableBuilderClass()
String	sourceS3DirectoryPath() The path to the Amazon S3 location where the Python module implementing your model is located.
CustomModelTrainingParameters.Builder	toBuilder()
String	toString() Returns a string representation of this object.
String	trainingEntryPointScript() The name of the entry point in your module of a script that performs model training and takes hyperparameters as command-line arguments, including fixed hyperparameters.
String	transformEntryPointScript() The name of the entry point in your module of a script that should be run after the best model from the hyperparameter search has been identified, to compute the model artifacts necessary for model deployment.

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

sourceS3DirectoryPath

public final String sourceS3DirectoryPath()

The path to the Amazon S3 location where the Python module implementing your model is located. This must point to a valid existing Amazon S3 location that contains, at a minimum, a training script, a transform script, and a model-hpo-configuration.json file.

Returns:

The path to the Amazon S3 location where the Python module implementing your model is located. This must point to a valid existing Amazon S3 location that contains, at a minimum, a training script, a transform script, and a model-hpo-configuration.json file.

trainingEntryPointScript

public final String trainingEntryPointScript()

The name of the entry point in your module of a script that performs model training and takes hyperparameters as command-line arguments, including fixed hyperparameters. The default is training.py.

Returns:

The name of the entry point in your module of a script that performs model training and takes hyperparameters as command-line arguments, including fixed hyperparameters. The default is training.py.

transformEntryPointScript

public final String transformEntryPointScript()

The name of the entry point in your module of a script that should be run after the best model from the hyperparameter search has been identified, to compute the model artifacts necessary for model deployment. It should be able to run with no command-line arguments.The default is transform.py.

Returns:

The name of the entry point in your module of a script that should be run after the best model from the hyperparameter search has been identified, to compute the model artifacts necessary for model deployment. It should be able to run with no command-line arguments.The default is transform.py.

toBuilder

public CustomModelTrainingParameters.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<CustomModelTrainingParameters.Builder,CustomModelTrainingParameters>

builder

public static CustomModelTrainingParameters.Builder builder()

serializableBuilderClass

public static Class<? extends CustomModelTrainingParameters.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