EpochTerminationCondition (deeplearning4j-nn 1.0.0-M2.1 API)

All Superinterfaces:

Serializable

All Known Implementing Classes:

BestScoreEpochTerminationCondition, MaxEpochsTerminationCondition, ScoreImprovementEpochTerminationCondition
```
public interface EpochTerminationCondition
extends Serializable
```

Method Summary

All Methods Instance Methods Abstract Methods
Modifier and Type	Method	Description
`void`	`initialize()`	Initialize the epoch termination condition (often a no-op)
`boolean`	`terminate(int epochNum, double score, boolean minimize)`	Should the early stopping training terminate at this epoch, based on the calculated score and the epoch number? Returns true if training should terminated, or false otherwise

- Method Detail
  - initialize
```
void initialize()
```
    Initialize the epoch termination condition (often a no-op)
  - terminate
```
boolean terminate(int epochNum,
                  double score,
                  boolean minimize)
```
    Should the early stopping training terminate at this epoch, based on the calculated score and the epoch number? Returns true if training should terminated, or false otherwise
    
    Parameters:
    
    epochNum - Number of the last completed epoch (starting at 0)
    
    score - Score calculate for this epoch
    
    Returns:
    
    Whether training should be terminated at this epoch