JsonRemoteInference (deeplearning4j 1.0.0-beta7 API)

java.lang.Object
- org.nd4j.remote.clients.JsonRemoteInference<I,O>

Type Parameters:

I - type of the input class, i.e. String

O - type of the output class, i.e. Sentiment
```
public class JsonRemoteInference<I,O>
extends Object
```
This class provides remote inference functionality via JSON-powered REST APIs. Basically we assume that there's remote JSON server available (on bare metal or in k8s/swarm/whatever cluster), and with proper serializers/deserializers provided we can issue REST requests and get back responses. So, in this way application logic can be separated from DL logic. You just need to provide serializer/deserializer and address of the REST server, i.e. "http://model:8080/v1/serving"

Author:

[email protected]

Constructor Summary

Constructors
Constructor and Description
`JsonRemoteInference(@NonNull String endpointAddress, JsonSerializer<I> inputSerializer, JsonDeserializer<O> outputDeserializer, BinarySerializer<I> inputBinarySerializer, BinaryDeserializer<O> outputBinaryDeserializer)`

Method Summary

All Methods Instance Methods Concrete Methods
Modifier and Type	Method and Description
`O`	`predict(I input)` This method does remote inference in a blocking way
`Future<O>`	`predictAsync(I input)` This method does remote inference in asynchronous way, returning Future instead

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

JsonRemoteInference

public JsonRemoteInference(@NonNull
                           @NonNull String endpointAddress,
                           JsonSerializer<I> inputSerializer,
                           JsonDeserializer<O> outputDeserializer,
                           BinarySerializer<I> inputBinarySerializer,
                           BinaryDeserializer<O> outputBinaryDeserializer)

Method Detail
- predict
```
public O predict(I input)
          throws IOException
```
  This method does remote inference in a blocking way
  
  Parameters:
  
  input -
  
  Returns:
  
  Throws:
  
  IOException
- predictAsync
```
public Future<O> predictAsync(I input)
```
  This method does remote inference in asynchronous way, returning Future instead
  
  Parameters:
  
  input -
  
  Returns:

Class JsonRemoteInference<I,O>

Constructor Summary

Method Summary

Methods inherited from class java.lang.Object

Constructor Detail

JsonRemoteInference

Method Detail

predict

predictAsync