MaxNorm
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Constrains the weights incident to each hidden unit to have a norm less than or equal to a
desired value.
Public Constructors
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MaxNorm(Ops tf, double maxValue, int axis)
Create a MaxNorm constraint
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MaxNorm(Ops tf, double maxValue, int[] axes)
Create a MaxNorm constraint
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Inherited Methods
From class
java.lang.Object
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boolean
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equals(Object arg0)
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final
Class<?>
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getClass()
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int
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hashCode()
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final
void
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notify()
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final
void
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notifyAll()
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String
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toString()
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final
void
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wait(long arg0, int arg1)
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final
void
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wait(long arg0)
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final
void
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wait()
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Constants
public
static
final
int
AXIS_DEFAULT
public
static
final
double
MAX_VALUE_DEFAULT
Public Constructors
public
MaxNorm
(Ops tf, double maxValue)
Create a MaxNorm constraint using AXIS_DEFAULT for the axis.
Parameters
| tf |
the TensorFlow Ops |
| maxValue |
the maximum norm for the incoming weights.
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public
MaxNorm
(Ops tf, double maxValue, int axis)
Create a MaxNorm constraint
Parameters
| tf |
the TensorFlow Ops |
| maxValue |
the maximum norm for the incoming weights. |
| axis |
axis along which to calculate weight norms.
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public
MaxNorm
(Ops tf, double maxValue, int[] axes)
Create a MaxNorm constraint
Parameters
| tf |
the TensorFlow Ops |
| maxValue |
the maximum norm for the incoming weights. |
| axes |
axes along which to calculate weight norms.
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Public Methods
public
Operand<T>
call
(Operand<T> weights)
Applies the constraint against the provided weights
public
double
getMaxValue
()
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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,["# MaxNorm\n\npublic class **MaxNorm** \nConstrains the weights incident to each hidden unit to have a norm less than or equal to a\ndesired value. \n\n### Constants\n\n|--------|--------------------------------------------------------------------------------------------------------|---|\n| int | [AXIS_DEFAULT](/jvm/api_docs/java/org/tensorflow/framework/constraints/MaxNorm#AXIS_DEFAULT) | |\n| double | [MAX_VALUE_DEFAULT](/jvm/api_docs/java/org/tensorflow/framework/constraints/MaxNorm#MAX_VALUE_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| | [MaxNorm](/jvm/api_docs/java/org/tensorflow/framework/constraints/MaxNorm#MaxNorm(Ops))(Ops tf) Create a MaxNorm constraint using [MAX_VALUE_DEFAULT](/jvm/api_docs/java/org/tensorflow/framework/constraints/MaxNorm#MAX_VALUE_DEFAULT) for the max value and [AXIS_DEFAULT](/jvm/api_docs/java/org/tensorflow/framework/constraints/MaxNorm#AXIS_DEFAULT) for the axis. |\n| | [MaxNorm](/jvm/api_docs/java/org/tensorflow/framework/constraints/MaxNorm#MaxNorm(Ops, double))(Ops tf, double maxValue) Create a MaxNorm constraint using [AXIS_DEFAULT](/jvm/api_docs/java/org/tensorflow/framework/constraints/MaxNorm#AXIS_DEFAULT) for the axis. |\n| | [MaxNorm](/jvm/api_docs/java/org/tensorflow/framework/constraints/MaxNorm#MaxNorm(Ops, double, int))(Ops tf, double maxValue, int axis) Create a MaxNorm constraint |\n| | [MaxNorm](/jvm/api_docs/java/org/tensorflow/framework/constraints/MaxNorm#MaxNorm(Ops, double, int[]))(Ops tf, double maxValue, int\\[\\] axes) Create a MaxNorm 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/MaxNorm#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/MaxNorm#getAxes())() Gets the axes |\n| double | [getMaxValue](/jvm/api_docs/java/org/tensorflow/framework/constraints/MaxNorm#getMaxValue())() Gets the max value |\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\n#### public static final double\n**MAX_VALUE_DEFAULT**\n\n\u003cbr /\u003e\n\nConstant Value: 2.0\n\nPublic Constructors\n-------------------\n\n#### public\n**MaxNorm**\n(Ops tf)\n\nCreate a MaxNorm constraint using [MAX_VALUE_DEFAULT](/jvm/api_docs/java/org/tensorflow/framework/constraints/MaxNorm#MAX_VALUE_DEFAULT) for the max value and [AXIS_DEFAULT](/jvm/api_docs/java/org/tensorflow/framework/constraints/MaxNorm#AXIS_DEFAULT) for the axis. \n\n##### Parameters\n\n| tf | the TensorFlow Ops |\n|----|--------------------|\n\n#### public\n**MaxNorm**\n(Ops tf, double maxValue)\n\nCreate a MaxNorm constraint using [AXIS_DEFAULT](/jvm/api_docs/java/org/tensorflow/framework/constraints/MaxNorm#AXIS_DEFAULT) for the axis. \n\n##### Parameters\n\n| tf | the TensorFlow Ops |\n| maxValue | the maximum norm for the incoming weights. |\n|----------|--------------------------------------------|\n\n#### public\n**MaxNorm**\n(Ops tf, double maxValue, int axis)\n\nCreate a MaxNorm constraint \n\n##### Parameters\n\n| tf | the TensorFlow Ops |\n| maxValue | the maximum norm for the incoming weights. |\n| axis | axis along which to calculate weight norms. |\n|----------|---------------------------------------------|\n\n#### public\n**MaxNorm**\n(Ops tf, double maxValue, int\\[\\] axes)\n\nCreate a MaxNorm constraint \n\n##### Parameters\n\n| tf | the TensorFlow Ops |\n| maxValue | the maximum norm for the incoming weights. |\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 \n\n#### public double\n**getMaxValue**\n()\n\nGets the max value \n\n##### Returns\n\n- the maxValue"]]
