MPSNNRegularizationType (moe.platform.ios API)

java.lang.Object
- apple.metalperformanceshaders.enums.MPSNNRegularizationType

public final class MPSNNRegularizationType
extends java.lang.Object

- Field Summary
  
  Fields
  Modifier and Type Field Description
  
  static long L1
  Apply L1 regularization.
  
  static long L2
  Apply L2 regularization.
  
  static long None
- Method Summary
  - Methods inherited from class java.lang.Object
    clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

- Field Detail
  - None
```
public static final long None
```
    See Also:
    
    Constant Field Values
  - L1
```
public static final long L1
```
    Apply L1 regularization. L1 norm of weights, will be considered to be added to the loss to be minimized. the gradient of the regularization loss turns to be 1 scaled with regularizationScale, so we add that to the incoming gradient of value.
    
    See Also:
    
    Constant Field Values
  - L2
```
public static final long L2
```
    Apply L2 regularization. L2 norm of weights, will be considered to be added to the loss to be minimized. the gradient of the regularization loss turns to be the original value scaled with regularizationScale, so we add that to the incoming gradient of value.
    
    See Also:
    
    Constant Field Values