Warning: This API is deprecated and will be removed in a future
version of TensorFlow after
the replacement is stable.
CheckNumericsV2
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Checks a tensor for NaN, -Inf and +Inf values.
When run, reports an `InvalidArgument` error if `tensor` has any values
that are not a number (NaN) or infinity (Inf). Otherwise, returns the input
tensor. Unlike CheckNumerics (V1), CheckNumericsV2 distinguishes -Inf and +Inf
in the errors it throws.
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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Public Methods
public
Output<T>
asOutput
()
Returns the symbolic handle of a tensor.
Inputs to TensorFlow operations are outputs of another TensorFlow operation. This method is
used to obtain a symbolic handle that represents the computation of the input.
public
static
CheckNumericsV2<T>
create
(Scope scope, Operand<T> tensor, String message)
Factory method to create a class wrapping a new CheckNumericsV2 operation.
Parameters
| scope |
current scope |
| message |
Prefix of the error message. |
Returns
- a new instance of CheckNumericsV2
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Last updated 2022-02-12 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 2022-02-12 UTC."],[],[],null,["# CheckNumericsV2\n\npublic final class **CheckNumericsV2** \nChecks a tensor for NaN, -Inf and +Inf values.\n\n\nWhen run, reports an \\`InvalidArgument\\` error if \\`tensor\\` has any values\nthat are not a number (NaN) or infinity (Inf). Otherwise, returns the input\ntensor. Unlike CheckNumerics (V1), CheckNumericsV2 distinguishes -Inf and +Inf\nin the errors it throws.\n\n\u003cbr /\u003e\n\n### Public Methods\n\n|-----------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| [Output](/api_docs/java/org/tensorflow/Output)\\\u003cT\\\u003e | [asOutput](/api_docs/java/org/tensorflow/op/core/CheckNumericsV2#asOutput())() Returns the symbolic handle of a tensor. |\n| static \\\u003cT extends Number\\\u003e [CheckNumericsV2](/api_docs/java/org/tensorflow/op/core/CheckNumericsV2)\\\u003cT\\\u003e | [create](/api_docs/java/org/tensorflow/op/core/CheckNumericsV2#create(org.tensorflow.op.Scope,%20org.tensorflow.Operand\u003cT\u003e,%20java.lang.String))([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e tensor, String message) Factory method to create a class wrapping a new CheckNumericsV2 operation. |\n| [Output](/api_docs/java/org/tensorflow/Output)\\\u003cT\\\u003e | [output](/api_docs/java/org/tensorflow/op/core/CheckNumericsV2#output())() |\n\n### Inherited Methods\n\nFrom class [org.tensorflow.op.PrimitiveOp](/api_docs/java/org/tensorflow/op/PrimitiveOp) \n\n|------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------|\n| final boolean | [equals](/api_docs/java/org/tensorflow/op/PrimitiveOp#equals(java.lang.Object))(Object obj) |\n| final int | [hashCode](/api_docs/java/org/tensorflow/op/PrimitiveOp#hashCode())() |\n| [Operation](/api_docs/java/org/tensorflow/Operation) | [op](/api_docs/java/org/tensorflow/op/PrimitiveOp#op())() Returns the underlying [Operation](/api_docs/java/org/tensorflow/Operation) |\n| final String | [toString](/api_docs/java/org/tensorflow/op/PrimitiveOp#toString())() |\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 [org.tensorflow.Operand](/api_docs/java/org/tensorflow/Operand) \n\n|--------------------------------------------------------------|---------------------------------------------------------------------------------------------------------|\n| abstract [Output](/api_docs/java/org/tensorflow/Output)\\\u003cT\\\u003e | [asOutput](/api_docs/java/org/tensorflow/Operand#asOutput())() Returns the symbolic handle of a tensor. |\n\nPublic Methods\n--------------\n\n#### public [Output](/api_docs/java/org/tensorflow/Output)\\\u003cT\\\u003e\n**asOutput**\n()\n\nReturns the symbolic handle of a tensor.\n\nInputs to TensorFlow operations are outputs of another TensorFlow operation. This method is\nused to obtain a symbolic handle that represents the computation of the input.\n\n\u003cbr /\u003e\n\n#### public static [CheckNumericsV2](/api_docs/java/org/tensorflow/op/core/CheckNumericsV2)\\\u003cT\\\u003e\n**create**\n([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e tensor, String message)\n\nFactory method to create a class wrapping a new CheckNumericsV2 operation. \n\n##### Parameters\n\n| scope | current scope |\n| message | Prefix of the error message. |\n|---------|------------------------------|\n\n##### Returns\n\n- a new instance of CheckNumericsV2 \n\n#### public [Output](/api_docs/java/org/tensorflow/Output)\\\u003cT\\\u003e\n**output**\n()\n\n\u003cbr /\u003e"]]
