Constraint
Stay organized with collections
Save and categorize content based on your preferences.
Known Direct Subclasses
| MaxNorm |
Constrains the weights incident to each hidden unit to have a norm less than or equal to a
desired value. |
| MinMaxNorm |
Constrains the weights to have the norm between a lower bound and an upper bound. |
| NonNeg |
Constrains the weights to be non-negative. |
| UnitNorm |
Constrains the weights to have unit norm. |
|
Base class for Constraints. Constraint subclasses impose constraints on weight values
Public Methods
|
abstract
<T extends TNumber>
Operand<T>
|
call( Operand<T> weights)
Applies the constraint against the provided weights
|
|
Ops
|
getTF()
Gets the TensorFlow Ops
|
Inherited Methods
From class
java.lang.Object
|
boolean
|
equals(Object arg0)
|
|
final
Class<?>
|
getClass()
|
|
int
|
hashCode()
|
|
final
void
|
notify()
|
|
final
void
|
notifyAll()
|
|
String
|
toString()
|
|
final
void
|
wait(long arg0, int arg1)
|
|
final
void
|
wait(long arg0)
|
|
final
void
|
wait()
|
Constants
public
static
final
float
EPSILON
Public Constructors
public
Constraint
(Ops tf)
Public Methods
public
abstract
Operand<T>
call
(Operand<T> weights)
Applies the constraint against the provided weights
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2021-11-29 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2021-11-29 UTC."],[],[]]
