Reduction
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Type of Loss Reduction
AUTO indicates that the reduction option will be determined by the usage context. For
almost all cases this defaults to SUM_OVER_BATCH_SIZE.
NONE Weighted losses with one dimension reduced (axis=-1, or axis specified by loss
function).
SUM Scalar sum of weighted losses.
SUM_OVER_BATCH_SIZE Scalar SUM divided by number of elements in losses.
Inherited Methods
From class
java.lang.Enum
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final
int
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int
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compareTo(Object arg0)
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final
boolean
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equals(Object arg0)
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final
Class<Reduction>
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getDeclaringClass()
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final
int
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hashCode()
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final
String
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name()
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final
int
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ordinal()
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String
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toString()
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static
<T extends Enum<T>>
T
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valueOf(Class<T> arg0, String arg1)
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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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From interface
java.lang.Comparable
Enum Values
public
static
final
Reduction
AUTO
public
static
final
Reduction
NONE
public
static
final
Reduction
SUM
public
static
final
Reduction
SUM_OVER_BATCH_SIZE
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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,["# Reduction\n\npublic final enum **Reduction** \nType of Loss Reduction\n\n[AUTO](/jvm/api_docs/java/org/tensorflow/framework/losses/Reduction#AUTO) indicates that the reduction option will be determined by the usage context. For\nalmost all cases this defaults to [SUM_OVER_BATCH_SIZE](/jvm/api_docs/java/org/tensorflow/framework/losses/Reduction#SUM_OVER_BATCH_SIZE).\n\n[NONE](/jvm/api_docs/java/org/tensorflow/framework/losses/Reduction#NONE) Weighted losses with one dimension reduced (axis=-1, or axis specified by loss\nfunction).\n\n[SUM](/jvm/api_docs/java/org/tensorflow/framework/losses/Reduction#SUM) Scalar sum of weighted losses.\n\n[SUM_OVER_BATCH_SIZE](/jvm/api_docs/java/org/tensorflow/framework/losses/Reduction#SUM_OVER_BATCH_SIZE) Scalar `SUM` divided by number of elements in losses.\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n### Inherited Methods\n\nFrom class java.lang.Enum \n\n|------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------|\n| final int | compareTo([Reduction](/jvm/api_docs/java/org/tensorflow/framework/losses/Reduction) arg0) |\n| int | compareTo(Object arg0) |\n| final boolean | equals(Object arg0) |\n| final Class\\\u003c[Reduction](/jvm/api_docs/java/org/tensorflow/framework/losses/Reduction)\\\u003e | getDeclaringClass() |\n| final int | hashCode() |\n| final String | name() |\n| final int | ordinal() |\n| String | toString() |\n| static \\\u003cT extends Enum\\\u003cT\\\u003e\\\u003e T | valueOf(Class\\\u003cT\\\u003e arg0, String arg1) |\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\nFrom interface java.lang.Comparable \n\n|--------------|-------------------------------------------------------------------------------------------|\n| abstract int | compareTo([Reduction](/jvm/api_docs/java/org/tensorflow/framework/losses/Reduction) arg0) |\n\nEnum Values\n-----------\n\n#### public static final Reduction\n**AUTO**\n\n\u003cbr /\u003e\n\n#### public static final Reduction\n**NONE**\n\n\u003cbr /\u003e\n\n#### public static final Reduction\n**SUM**\n\n\u003cbr /\u003e\n\n#### public static final Reduction\n**SUM_OVER_BATCH_SIZE**\n\n\u003cbr /\u003e"]]
