apple.metalperformanceshaders.enums

Class MPSNNRegularizationType

java.lang.Object

apple.metalperformanceshaders.enums.MPSNNRegularizationType

public final class MPSNNRegularizationType
extends java.lang.Object

Field Summary

Fields

Modifier and Type	Field and 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