Warning: This API is deprecated and will be removed in a future
version of TensorFlow after
the replacement is stable.
ClipByValue
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Clips tensor values to a specified min and max.
Given a tensor `t`, this operation returns a tensor of the same type and
shape as `t` with its values clipped to `clip_value_min` and `clip_value_max`.
Any values less than `clip_value_min` are set to `clip_value_min`. Any values
greater than `clip_value_max` are set to `clip_value_max`.
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
ClipByValue<T>
create
(Scope scope, Operand<T> t, Operand<T> clipValueMin, Operand<T> clipValueMax)
Factory method to create a class wrapping a new ClipByValue operation.
Parameters
| scope |
current scope |
| t |
A `Tensor`. |
| clipValueMin |
A 0-D (scalar) `Tensor`, or a `Tensor` with the same shape
as `t`. The minimum value to clip by. |
| clipValueMax |
A 0-D (scalar) `Tensor`, or a `Tensor` with the same shape
as `t`. The maximum value to clip by. |
Returns
- a new instance of ClipByValue
public
Output<T>
output
()
A clipped `Tensor` with the same shape as input 't'.
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 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,["# ClipByValue\n\npublic final class **ClipByValue** \nClips tensor values to a specified min and max.\n\n\nGiven a tensor \\`t\\`, this operation returns a tensor of the same type and\nshape as \\`t\\` with its values clipped to \\`clip_value_min\\` and \\`clip_value_max\\`.\nAny values less than \\`clip_value_min\\` are set to \\`clip_value_min\\`. Any values\ngreater than \\`clip_value_max\\` are set to \\`clip_value_max\\`.\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/ClipByValue#asOutput())() Returns the symbolic handle of a tensor. |\n| static \\\u003cT\\\u003e [ClipByValue](/api_docs/java/org/tensorflow/op/core/ClipByValue)\\\u003cT\\\u003e | [create](/api_docs/java/org/tensorflow/op/core/ClipByValue#create(org.tensorflow.op.Scope,%20org.tensorflow.Operand\u003cT\u003e,%20org.tensorflow.Operand\u003cT\u003e,%20org.tensorflow.Operand\u003cT\u003e))([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e t, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e clipValueMin, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e clipValueMax) Factory method to create a class wrapping a new ClipByValue operation. |\n| [Output](/api_docs/java/org/tensorflow/Output)\\\u003cT\\\u003e | [output](/api_docs/java/org/tensorflow/op/core/ClipByValue#output())() A clipped \\`Tensor\\` with the same shape as input 't'. |\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 [ClipByValue](/api_docs/java/org/tensorflow/op/core/ClipByValue)\\\u003cT\\\u003e\n**create**\n([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e t, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e clipValueMin, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e clipValueMax)\n\nFactory method to create a class wrapping a new ClipByValue operation. \n\n##### Parameters\n\n| scope | current scope |\n| t | A \\`Tensor\\`. |\n| clipValueMin | A 0-D (scalar) \\`Tensor\\`, or a \\`Tensor\\` with the same shape as \\`t\\`. The minimum value to clip by. |\n| clipValueMax | A 0-D (scalar) \\`Tensor\\`, or a \\`Tensor\\` with the same shape as \\`t\\`. The maximum value to clip by. |\n|--------------|--------------------------------------------------------------------------------------------------------|\n\n##### Returns\n\n- a new instance of ClipByValue \n\n#### public [Output](/api_docs/java/org/tensorflow/Output)\\\u003cT\\\u003e\n**output**\n()\n\nA clipped \\`Tensor\\` with the same shape as input 't'."]]
