Warning: This API is deprecated and will be removed in a future
version of TensorFlow after
the replacement is stable.
Tile
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Constructs a tensor by tiling a given tensor.
This operation creates a new tensor by replicating `input` `multiples` times.
The output tensor's i'th dimension has `input.dims(i) * multiples[i]` elements,
and the values of `input` are replicated `multiples[i]` times along the 'i'th
dimension. For example, tiling `[a b c d]` by `[2]` produces
`[a b c d a b c d]`.
>>> a = tf.constant([[1,2,3],[4,5,6]], tf.int32)
>>> b = tf.constant([1,2], tf.int32)
>>> tf.tile(a, b)
>>> c = tf.constant([2,1], tf.int32)
>>> tf.tile(a, c)
>>> d = tf.constant([2,2], tf.int32)
>>> tf.tile(a, d)
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.
Factory method to create a class wrapping a new Tile operation.
Parameters
| scope |
current scope |
| input |
Can be of any rank. |
| multiples |
1-D. Length must be the same as the number of dimensions in `input` |
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Last updated 2024-01-22 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 2024-01-22 UTC."],[],[],null,["# Tile\n\npublic final class **Tile** \nConstructs a tensor by tiling a given tensor.\n\n\nThis operation creates a new tensor by replicating \\`input\\` \\`multiples\\` times.\nThe output tensor's i'th dimension has \\`input.dims(i) \\* multiples\\[i\\]\\` elements,\nand the values of \\`input\\` are replicated \\`multiples\\[i\\]\\` times along the 'i'th\ndimension. For example, tiling \\`\\[a b c d\\]\\` by \\`\\[2\\]\\` produces\n\\`\\[a b c d a b c d\\]\\`.\n\n\n\\\u003e\\\u003e\\\u003e a = tf.constant(\\[\\[1,2,3\\],\\[4,5,6\\]\\], tf.int32)\n\\\u003e\\\u003e\\\u003e b = tf.constant(\\[1,2\\], tf.int32)\n\\\u003e\\\u003e\\\u003e tf.tile(a, b)\n\\\u003e\\\u003e\\\u003e c = tf.constant(\\[2,1\\], tf.int32) \\\u003e\\\u003e\\\u003e tf.tile(a, c) \\\u003e\\\u003e\\\u003e d = tf.constant(\\[2,2\\], tf.int32) \\\u003e\\\u003e\\\u003e tf.tile(a, d)\n\n\u003cbr /\u003e\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/Tile#asOutput())() Returns the symbolic handle of a tensor. |\n| static \\\u003cT, U extends Number\\\u003e [Tile](/api_docs/java/org/tensorflow/op/core/Tile)\\\u003cT\\\u003e | [create](/api_docs/java/org/tensorflow/op/core/Tile#create(org.tensorflow.op.Scope,%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)\\\u003cT\\\u003e input, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cU\\\u003e multiples) Factory method to create a class wrapping a new Tile operation. |\n| [Output](/api_docs/java/org/tensorflow/Output)\\\u003cT\\\u003e | [output](/api_docs/java/org/tensorflow/op/core/Tile#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 [Tile](/api_docs/java/org/tensorflow/op/core/Tile)\\\u003cT\\\u003e\n**create**\n([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e input, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cU\\\u003e multiples)\n\nFactory method to create a class wrapping a new Tile operation. \n\n##### Parameters\n\n| scope | current scope |\n| input | Can be of any rank. |\n| multiples | 1-D. Length must be the same as the number of dimensions in \\`input\\` |\n|-----------|-----------------------------------------------------------------------|\n\n##### Returns\n\n- a new instance of Tile \n\n#### public [Output](/api_docs/java/org/tensorflow/Output)\\\u003cT\\\u003e\n**output**\n()\n\n\u003cbr /\u003e"]]
