software.amazon.awssdk.services.neptunedata.model

Interface CustomModelTrainingParameters.Builder

All Superinterfaces:

Buildable, CopyableBuilder<CustomModelTrainingParameters.Builder,CustomModelTrainingParameters>, SdkBuilder<CustomModelTrainingParameters.Builder,CustomModelTrainingParameters>, SdkPojo

Enclosing class:

CustomModelTrainingParameters

public static interface CustomModelTrainingParameters.Builder
extends SdkPojo, CopyableBuilder<CustomModelTrainingParameters.Builder,CustomModelTrainingParameters>

Method Summary

Modifier and Type	Method and Description
CustomModelTrainingParameters.Builder	sourceS3DirectoryPath(String sourceS3DirectoryPath) The path to the Amazon S3 location where the Python module implementing your model is located.
CustomModelTrainingParameters.Builder	trainingEntryPointScript(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.
CustomModelTrainingParameters.Builder	transformEntryPointScript(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 interface software.amazon.awssdk.core.SdkPojo

equalsBySdkFields, sdkFields

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

copy

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

applyMutation, build

Method Detail

sourceS3DirectoryPath

CustomModelTrainingParameters.Builder sourceS3DirectoryPath(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.

Parameters:

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:

Returns a reference to this object so that method calls can be chained together.

trainingEntryPointScript

CustomModelTrainingParameters.Builder trainingEntryPointScript(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.

Parameters:

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:

Returns a reference to this object so that method calls can be chained together.

transformEntryPointScript

CustomModelTrainingParameters.Builder transformEntryPointScript(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.

Parameters:

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:

Returns a reference to this object so that method calls can be chained together.