Warning: This API is deprecated and will be removed in a future
version of TensorFlow after
the replacement is stable.
UnbatchGrad
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Gradient of Unbatch.
Acts like Batch but using the given batch_index index of batching things as they
become available. This ensures that the gradients are propagated back in the
same session which did the forward pass.
original_input: The input to the Unbatch operation this is the gradient of.
batch_index: The batch_index given to the Unbatch operation this is the gradient
of.
grad: The downstream gradient.
id: The id scalar emitted by Batch.
batched_grad: The return value, either an empty tensor or the batched gradient.
container: Container to control resource sharing.
shared_name: Instances of UnbatchGrad with the same container and shared_name
are assumed to possibly belong to the same batch. If left empty, the op name
will be used as the shared name.
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
Output<T>
batchedGrad
()
Factory method to create a class wrapping a new UnbatchGrad operation.
Parameters
| scope |
current scope |
| options |
carries optional attributes values |
Returns
- a new instance of UnbatchGrad
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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,["# UnbatchGrad\n\npublic final class **UnbatchGrad** \nGradient of Unbatch.\n\n\nActs like Batch but using the given batch_index index of batching things as they\nbecome available. This ensures that the gradients are propagated back in the\nsame session which did the forward pass.\n\n\noriginal_input: The input to the Unbatch operation this is the gradient of.\nbatch_index: The batch_index given to the Unbatch operation this is the gradient\nof.\ngrad: The downstream gradient.\nid: The id scalar emitted by Batch.\nbatched_grad: The return value, either an empty tensor or the batched gradient.\ncontainer: Container to control resource sharing.\nshared_name: Instances of UnbatchGrad with the same container and shared_name\nare assumed to possibly belong to the same batch. If left empty, the op name\nwill be used as the shared name.\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n### Nested Classes\n\n|-------|---|---|------------------------------------------------------------------------------------------|\n| class | [UnbatchGrad.Options](/api_docs/java/org/tensorflow/op/core/UnbatchGrad.Options) || Optional attributes for [UnbatchGrad](/api_docs/java/org/tensorflow/op/core/UnbatchGrad) |\n\n### Public Methods\n\n|-----------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| [Output](/api_docs/java/org/tensorflow/Output)\\\u003cT\\\u003e | [asOutput](/api_docs/java/org/tensorflow/op/core/UnbatchGrad#asOutput())() Returns the symbolic handle of a tensor. |\n| [Output](/api_docs/java/org/tensorflow/Output)\\\u003cT\\\u003e | [batchedGrad](/api_docs/java/org/tensorflow/op/core/UnbatchGrad#batchedGrad())() |\n| static [UnbatchGrad.Options](/api_docs/java/org/tensorflow/op/core/UnbatchGrad.Options) | [container](/api_docs/java/org/tensorflow/op/core/UnbatchGrad#container(java.lang.String))(String container) |\n| static \\\u003cT\\\u003e [UnbatchGrad](/api_docs/java/org/tensorflow/op/core/UnbatchGrad)\\\u003cT\\\u003e | [create](/api_docs/java/org/tensorflow/op/core/UnbatchGrad#create(org.tensorflow.op.Scope,%20org.tensorflow.Operand\u003cT\u003e,%20org.tensorflow.Operand\u003cjava.lang.Long\u003e,%20org.tensorflow.Operand\u003cT\u003e,%20org.tensorflow.Operand\u003cjava.lang.Long\u003e,%20org.tensorflow.op.core.UnbatchGrad.Options...))([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e originalInput, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cLong\\\u003e batchIndex, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e grad, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cLong\\\u003e id, [Options...](/api_docs/java/org/tensorflow/op/core/UnbatchGrad.Options) options) Factory method to create a class wrapping a new UnbatchGrad operation. |\n| static [UnbatchGrad.Options](/api_docs/java/org/tensorflow/op/core/UnbatchGrad.Options) | [sharedName](/api_docs/java/org/tensorflow/op/core/UnbatchGrad#sharedName(java.lang.String))(String sharedName) |\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 [Output](/api_docs/java/org/tensorflow/Output)\\\u003cT\\\u003e\n**batchedGrad**\n()\n\n\u003cbr /\u003e\n\n#### public static [UnbatchGrad.Options](/api_docs/java/org/tensorflow/op/core/UnbatchGrad.Options)\n**container**\n(String container)\n\n\u003cbr /\u003e\n\n#### public static [UnbatchGrad](/api_docs/java/org/tensorflow/op/core/UnbatchGrad)\\\u003cT\\\u003e\n**create**\n([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e originalInput, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cLong\\\u003e batchIndex, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e grad, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cLong\\\u003e id, [Options...](/api_docs/java/org/tensorflow/op/core/UnbatchGrad.Options) options)\n\nFactory method to create a class wrapping a new UnbatchGrad operation. \n\n##### Parameters\n\n| scope | current scope |\n| options | carries optional attributes values |\n|---------|------------------------------------|\n\n##### Returns\n\n- a new instance of UnbatchGrad \n\n#### public static [UnbatchGrad.Options](/api_docs/java/org/tensorflow/op/core/UnbatchGrad.Options)\n**sharedName**\n(String sharedName)\n\n\u003cbr /\u003e"]]
