UnitNorm
Stay organized with collections
Save and categorize content based on your preferences.
Constrains the weights to have unit norm.
Public Constructors
|
|
|
|
|
UnitNorm(Ops tf, int axis)
Create a UnitNorm Constraint
|
|
|
UnitNorm(Ops tf, int[] axes)
Create a UnitNorm Constraint
|
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
int
AXIS_DEFAULT
Public Constructors
public
UnitNorm
(Ops tf)
Create a UnitNorm Constraint with the axis set to AXIS_DEFAULT
public
UnitNorm
(Ops tf, int axis)
Create a UnitNorm Constraint
Parameters
| tf |
the TensorFlow Ops |
| axis |
axis along which to calculate weight norms.
|
public
UnitNorm
(Ops tf, int[] axes)
Create a UnitNorm Constraint
Parameters
| tf |
the TensorFlow Ops |
| axes |
axes along which to calculate weight norms.
|
Public Methods
public
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complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2021-11-29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."],[],[],null,["# UnitNorm\n\npublic class **UnitNorm** \nConstrains the weights to have unit norm. \n\n### Constants\n\n|-----|-----------------------------------------------------------------------------------------------|---|\n| int | [AXIS_DEFAULT](/jvm/api_docs/java/org/tensorflow/framework/constraints/UnitNorm#AXIS_DEFAULT) | |\n\n### Inherited Constants\n\nFrom class [org.tensorflow.framework.constraints.Constraint](/jvm/api_docs/java/org/tensorflow/framework/constraints/Constraint) \n\n|-------|---------------------------------------------------------------------------------------|---|\n| float | [EPSILON](/jvm/api_docs/java/org/tensorflow/framework/constraints/Constraint#EPSILON) | |\n\n### Public Constructors\n\n|---|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| | [UnitNorm](/jvm/api_docs/java/org/tensorflow/framework/constraints/UnitNorm#UnitNorm(Ops))(Ops tf) Create a UnitNorm Constraint with the axis set to [AXIS_DEFAULT](/jvm/api_docs/java/org/tensorflow/framework/constraints/UnitNorm#AXIS_DEFAULT) |\n| | [UnitNorm](/jvm/api_docs/java/org/tensorflow/framework/constraints/UnitNorm#UnitNorm(Ops, int))(Ops tf, int axis) Create a UnitNorm Constraint |\n| | [UnitNorm](/jvm/api_docs/java/org/tensorflow/framework/constraints/UnitNorm#UnitNorm(Ops, int[]))(Ops tf, int\\[\\] axes) Create a UnitNorm Constraint |\n\n### Public Methods\n\n|-------------------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| \\\u003cT extends [TNumber](/jvm/api_docs/java/org/tensorflow/types/family/TNumber)\\\u003e [Operand](/jvm/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e | [call](/jvm/api_docs/java/org/tensorflow/framework/constraints/UnitNorm#call(org.tensorflow.Operand\u003cT\u003e))([Operand](/jvm/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e weights) Applies the constraint against the provided weights |\n| int\\[\\] | [getAxes](/jvm/api_docs/java/org/tensorflow/framework/constraints/UnitNorm#getAxes())() Gets the axes |\n\n### Inherited Methods\n\nFrom class [org.tensorflow.framework.constraints.Constraint](/jvm/api_docs/java/org/tensorflow/framework/constraints/Constraint) \n\n|----------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| abstract \\\u003cT extends [TNumber](/jvm/api_docs/java/org/tensorflow/types/family/TNumber)\\\u003e [Operand](/jvm/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e | [call](/jvm/api_docs/java/org/tensorflow/framework/constraints/Constraint#call(org.tensorflow.Operand\u003cT\u003e))([Operand](/jvm/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e weights) Applies the constraint against the provided weights |\n| Ops | [getTF](/jvm/api_docs/java/org/tensorflow/framework/constraints/Constraint#getTF())() Gets the TensorFlow Ops |\n\nFrom class java.lang.Object \n\n|------------------|---------------------------|\n| boolean | equals(Object arg0) |\n| final Class\\\u003c?\\\u003e | getClass() |\n| int | hashCode() |\n| final void | notify() |\n| final void | notifyAll() |\n| String | toString() |\n| final void | wait(long arg0, int arg1) |\n| final void | wait(long arg0) |\n| final void | wait() |\n\nConstants\n---------\n\n#### public static final int\n**AXIS_DEFAULT**\n\n\u003cbr /\u003e\n\nConstant Value: 0\n\nPublic Constructors\n-------------------\n\n#### public\n**UnitNorm**\n(Ops tf)\n\nCreate a UnitNorm Constraint with the axis set to [AXIS_DEFAULT](/jvm/api_docs/java/org/tensorflow/framework/constraints/UnitNorm#AXIS_DEFAULT) \n\n##### Parameters\n\n| tf | the TensorFlow Ops |\n|----|--------------------|\n\n#### public\n**UnitNorm**\n(Ops tf, int axis)\n\nCreate a UnitNorm Constraint \n\n##### Parameters\n\n| tf | the TensorFlow Ops |\n| axis | axis along which to calculate weight norms. |\n|------|---------------------------------------------|\n\n#### public\n**UnitNorm**\n(Ops tf, int\\[\\] axes)\n\nCreate a UnitNorm Constraint \n\n##### Parameters\n\n| tf | the TensorFlow Ops |\n| axes | axes along which to calculate weight norms. |\n|------|---------------------------------------------|\n\nPublic Methods\n--------------\n\n#### public [Operand](/jvm/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e\n**call**\n([Operand](/jvm/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e weights)\n\nApplies the constraint against the provided weights \n\n##### Parameters\n\n| weights | the weights |\n|---------|-------------|\n\n##### Returns\n\n- the constrained weights \n\n#### public int\\[\\]\n**getAxes**\n()\n\nGets the axes \n\n##### Returns\n\n- the axes"]]
