org.apache.ignite.ml.inference.builder

Class ThreadedModelBuilder

java.lang.Object

org.apache.ignite.ml.inference.builder.ThreadedModelBuilder

All Implemented Interfaces:

AsyncModelBuilder

public class ThreadedModelBuilder
extends Object
implements AsyncModelBuilder

Implementation of asynchronous inference model builder that builds model processed locally utilizing specified number of threads.

Constructor Summary

Constructors

Constructor and Description
ThreadedModelBuilder(int threads) Constructs a new instance of threaded inference model builder.

Method Summary

Modifier and Type	Method and Description
<I extends Serializable,O extends Serializable> Model<I,Future<O>>	build(ModelReader reader, ModelParser<I,O,?> parser) Builds asynchronous inference model using specified model reader and model parser.

Methods inherited from class java.lang.Object

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

Constructor Detail

ThreadedModelBuilder

public ThreadedModelBuilder(int threads)

Constructs a new instance of threaded inference model builder.

Parameters:

threads - Number of threads to be utilized for model inference.

Method Detail

build

public <I extends Serializable,O extends Serializable> Model<I,Future<O>> build(ModelReader reader,
                                                                                ModelParser<I,O,?> parser)

Builds asynchronous inference model using specified model reader and model parser.

Specified by:

build in interface AsyncModelBuilder

Type Parameters:

I - Type of model input.

O - Type of model output.

Parameters:

reader - Model reader.

parser - Model parser.

Returns:

Inference model.