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

All Superinterfaces:

Serializable

All Known Implementing Classes:

InMemoryModelSaver, LocalFileGraphSaver, LocalFileModelSaver
```
public interface EarlyStoppingModelSaver<T extends Model>
extends Serializable
```

Method Summary

All Methods Instance Methods Abstract Methods
Modifier and Type	Method	Description
`T`	`getBestModel()`	Retrieve the best model that was previously saved
`T`	`getLatestModel()`	Retrieve the most recent model that was previously saved
`void`	`saveBestModel(T net, double score)`	Save the best model (so far) learned during early stopping training
`void`	`saveLatestModel(T net, double score)`	Save the latest (most recent) model learned during early stopping

- Method Detail
  - saveBestModel
```
void saveBestModel(T net,
                   double score)
            throws IOException
```
    Save the best model (so far) learned during early stopping training
    
    Throws:
    
    IOException
  - saveLatestModel
```
void saveLatestModel(T net,
                     double score)
              throws IOException
```
    Save the latest (most recent) model learned during early stopping
    
    Throws:
    
    IOException
  - getBestModel
```
T getBestModel()
        throws IOException
```
    Retrieve the best model that was previously saved
    
    Throws:
    
    IOException
  - getLatestModel
```
T getLatestModel()
          throws IOException
```
    Retrieve the most recent model that was previously saved
    
    Throws:
    
    IOException