LSTMLayerOutputs (nd4j-api 1.0.0-M2.1 API)

java.lang.Object
- org.nd4j.linalg.api.ops.impl.layers.recurrent.outputs.LSTMLayerOutputs

public class LSTMLayerOutputs
extends Object

The outputs of a LSTM layer (LSTMLayer.

Constructor Summary

Constructors
Constructor Description

LSTMLayerOutputs(SDVariable[] outputs, LSTMLayerConfig lstmLayerConfig)

Method Summary

All Methods Instance Methods Concrete Methods
Modifier and Type	Method	Description
`SDVariable`	`getLastOutput()`
`SDVariable`	`getLastState()`
`SDVariable`	`getOutput()`	Get h, the output of the cell for all time steps.

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

- Constructor Detail
  - LSTMLayerOutputs
```
public LSTMLayerOutputs(SDVariable[] outputs,
                        LSTMLayerConfig lstmLayerConfig)
```
- Method Detail
  - getOutput
```
public SDVariable getOutput()
```
    Get h, the output of the cell for all time steps.
    Shape depends on data format defined in LSTMLayerConfig:
    for unidirectional: TNS: shape [timeLength, numExamples, inOutSize] - sometimes referred to as "time major"
    NST: shape [numExamples, inOutSize, timeLength]
    NTS: shape [numExamples, timeLength, inOutSize]
    for bidirectional: T2NS: 3 = [timeLength, 2, numExamples, inOutSize] (for ONNX)
  - getLastState
```
public SDVariable getLastState()
```
  - getLastOutput
```
public SDVariable getLastOutput()
```