Warning: This API is deprecated and will be removed in a future
version of TensorFlow after
the replacement is stable.
ResourceScatterAdd
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Adds sparse updates to the variable referenced by `resource`.
This operation computes
# Scalar indices
ref[indices, ...] += updates[...]
# Vector indices (for each i)
ref[indices[i], ...] += updates[i, ...]
# High rank indices (for each i, ..., j)
ref[indices[i, ..., j], ...] += updates[i, ..., j, ...]
Duplicate entries are handled correctly: if multiple `indices` reference
the same location, their contributions add.
Requires `updates.shape = indices.shape + ref.shape[1:]` or `updates.shape = []`.
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
Factory method to create a class wrapping a new ResourceScatterAdd operation.
Parameters
| scope |
current scope |
| resource |
Should be from a `Variable` node. |
| indices |
A tensor of indices into the first dimension of `ref`. |
| updates |
A tensor of updated values to add to `ref`. |
Returns
- a new instance of ResourceScatterAdd
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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,["# ResourceScatterAdd\n\npublic final class **ResourceScatterAdd** \nAdds sparse updates to the variable referenced by \\`resource\\`.\n\n\nThis operation computes\n\n\n# Scalar indices\nref\\[indices, ...\\] += updates\\[...\\]\n\n\n# Vector indices (for each i)\nref\\[indices\\[i\\], ...\\] += updates\\[i, ...\\]\n\n\n# High rank indices (for each i, ..., j)\nref\\[indices\\[i, ..., j\\], ...\\] += updates\\[i, ..., j, ...\\]\n\n\nDuplicate entries are handled correctly: if multiple \\`indices\\` reference\nthe same location, their contributions add.\n\n\nRequires \\`updates.shape = indices.shape + ref.shape\\[1:\\]\\` or \\`updates.shape = \\[\\]\\`.\n\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n### Public Methods\n\n|---------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| static \\\u003cT extends Number, U\\\u003e [ResourceScatterAdd](/api_docs/java/org/tensorflow/op/core/ResourceScatterAdd) | [create](/api_docs/java/org/tensorflow/op/core/ResourceScatterAdd#create(org.tensorflow.op.Scope,%20org.tensorflow.Operand\u003c?\u003e,%20org.tensorflow.Operand\u003cT\u003e,%20org.tensorflow.Operand\u003cU\u003e))([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003c?\\\u003e resource, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e indices, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cU\\\u003e updates) Factory method to create a class wrapping a new ResourceScatterAdd operation. |\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\nPublic Methods\n--------------\n\n#### public static [ResourceScatterAdd](/api_docs/java/org/tensorflow/op/core/ResourceScatterAdd)\n**create**\n([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003c?\\\u003e resource, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e indices, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cU\\\u003e updates)\n\nFactory method to create a class wrapping a new ResourceScatterAdd operation. \n\n##### Parameters\n\n| scope | current scope |\n| resource | Should be from a \\`Variable\\` node. |\n| indices | A tensor of indices into the first dimension of \\`ref\\`. |\n| updates | A tensor of updated values to add to \\`ref\\`. |\n|----------|----------------------------------------------------------|\n\n##### Returns\n\n- a new instance of ResourceScatterAdd"]]
