ai.djl.mxnet.zoo.nlp.embedding

Class GloveWordEmbeddingModelLoader

java.lang.Object

ai.djl.repository.zoo.BaseModelLoader

ai.djl.mxnet.zoo.nlp.embedding.GloveWordEmbeddingModelLoader

All Implemented Interfaces:

ai.djl.repository.zoo.ModelLoader

public class GloveWordEmbeddingModelLoader
extends ai.djl.repository.zoo.BaseModelLoader

A ModelLoader for a WordEmbedding based on GloVe.

Field Summary

Fields inherited from class ai.djl.repository.zoo.BaseModelLoader

factories, modelZoo, resource

Constructor Summary

Constructors

Constructor and Description
GloveWordEmbeddingModelLoader(ai.djl.repository.Repository repository) Constructs a GloveWordEmbeddingModelLoader given the repository.

Method Summary

Modifier and Type	Method and Description
protected ai.djl.Model	createModel(java.lang.String name, ai.djl.Device device, ai.djl.repository.Artifact artifact, java.util.Map<java.lang.String,java.lang.Object> arguments, java.lang.String engine)
ai.djl.repository.zoo.ZooModel<ai.djl.ndarray.NDList,ai.djl.ndarray.NDList>	loadModel() Loads the model with the given search filters.

Methods inherited from class ai.djl.repository.zoo.BaseModelLoader

getApplication, getArtifactId, listModels, loadModel, toString

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Constructor Detail

GloveWordEmbeddingModelLoader

public GloveWordEmbeddingModelLoader(ai.djl.repository.Repository repository)

Constructs a GloveWordEmbeddingModelLoader given the repository.

Parameters:

repository - the repository to load the model from

Method Detail

createModel

protected ai.djl.Model createModel(java.lang.String name,
                                   ai.djl.Device device,
                                   ai.djl.repository.Artifact artifact,
                                   java.util.Map<java.lang.String,java.lang.Object> arguments,
                                   java.lang.String engine)
                            throws java.io.IOException

Overrides:

createModel in class ai.djl.repository.zoo.BaseModelLoader

Throws:

java.io.IOException

loadModel

public ai.djl.repository.zoo.ZooModel<ai.djl.ndarray.NDList,ai.djl.ndarray.NDList> loadModel()
                                                                                      throws java.io.IOException,
                                                                                             ai.djl.repository.zoo.ModelNotFoundException,
                                                                                             ai.djl.MalformedModelException

Loads the model with the given search filters.

Returns:

the loaded model

Throws:

java.io.IOException - for various exceptions loading data from the repository

ai.djl.repository.zoo.ModelNotFoundException - if no model with the specified criteria is found

ai.djl.MalformedModelException - if the model data is malformed