Package ai.djl.engine.rpc

Class RpcModel

java.lang.Object

ai.djl.BaseModel

ai.djl.engine.rpc.RpcModel

All Implemented Interfaces:

Model, AutoCloseable

public class RpcModel
extends BaseModel

RpcModel is an implementation for the Model deployed on remote model server.

Field Summary

Fields inherited from class ai.djl.BaseModel

artifacts, block, dataType, inputData, manager, modelDir, modelName, properties, wasLoaded

Method Summary

Modifier and Type	Method	Description
void	load(Path modelPath, String prefix, Map<String,?> options)	Loads the model from the modelPath with the name and options provided.

Methods inherited from class ai.djl.BaseModel

close, describeInput, describeOutput, finalize, getArtifact, getArtifact, getArtifactAsStream, getArtifactNames, getBlock, getDataType, getModelPath, getName, getNDManager, getProperties, getProperty, load, loadBlock, newPredictor, newTrainer, paramPathResolver, readParameters, readParameters, save, setBlock, setDataType, setModelDir, setProperty, toString

Methods inherited from class java.lang.Object

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

Methods inherited from interface ai.djl.Model

cast, getProperty, intProperty, load, load, load, longProperty, newPredictor, quantize

Method Details

load

public void load(Path modelPath,
 String prefix,
 Map<String,?> options)
          throws IOException,
MalformedModelException

Loads the model from the modelPath with the name and options provided.

Parameters:

modelPath - the directory or file path of the model location

prefix - the model file name or path prefix

options - engine specific load model options, see documentation for each engine

Throws:

IOException - when IO operation fails in loading a resource

MalformedModelException - if model file is corrupted