Warning: This API is deprecated and will be removed in a future
version of TensorFlow after
the replacement is stable.
Split
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Splits a tensor into `num_split` tensors along one dimension.
Public Methods
static
<T>
Split<T>
|
create( Scope scope, Operand<Integer> axis, Operand<T> value, Long numSplit)
Factory method to create a class wrapping a new Split operation.
|
Iterator<Operand<T>>
|
|
List<Output<T>>
|
output()
They are identically shaped tensors, whose shape matches that of `value`
except along `axis`, where their sizes are
`values.shape[split_dim] / num_split`.
|
Inherited Methods
From class
java.lang.Object
boolean
|
equals(Object arg0)
|
final
Class<?>
|
getClass()
|
int
|
hashCode()
|
final
void
|
notify()
|
final
void
|
notifyAll()
|
String
|
toString()
|
final
void
|
wait(long arg0, int arg1)
|
final
void
|
wait(long arg0)
|
final
void
|
wait()
|
From interface
java.lang.Iterable
void
|
forEach(Consumer<? super T> arg0)
|
abstract
Iterator<Operand<T>>
|
iterator()
|
Spliterator<Operand<T>>
|
spliterator()
|
Public Methods
public
static
Split<T>
create
(Scope scope, Operand<Integer> axis, Operand<T> value, Long numSplit)
Factory method to create a class wrapping a new Split operation.
Parameters
scope |
current scope |
axis |
0-D. The dimension along which to split. Must be in the range
`[-rank(value), rank(value))`. |
value |
The tensor to split. |
numSplit |
The number of ways to split. Must evenly divide
`value.shape[split_dim]`. |
public
Iterator<Operand<T>>
iterator
()
public
List<Output<T>>
output
()
They are identically shaped tensors, whose shape matches that of `value`
except along `axis`, where their sizes are
`values.shape[split_dim] / num_split`.
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complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2022-02-12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,["# Split\n\npublic final class **Split** \nSplits a tensor into \\`num_split\\` tensors along one dimension. \n\n### Public Methods\n\n|------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| static \\\u003cT\\\u003e [Split](/api_docs/java/org/tensorflow/op/core/Split)\\\u003cT\\\u003e | [create](/api_docs/java/org/tensorflow/op/core/Split#create(org.tensorflow.op.Scope,%20org.tensorflow.Operand\u003cjava.lang.Integer\u003e,%20org.tensorflow.Operand\u003cT\u003e,%20java.lang.Long))([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cInteger\\\u003e axis, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e value, Long numSplit) Factory method to create a class wrapping a new Split operation. |\n| Iterator\\\u003c[Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e\\\u003e | [iterator](/api_docs/java/org/tensorflow/op/core/Split#iterator())() |\n| List\\\u003c[Output](/api_docs/java/org/tensorflow/Output)\\\u003cT\\\u003e\\\u003e | [output](/api_docs/java/org/tensorflow/op/core/Split#output())() They are identically shaped tensors, whose shape matches that of \\`value\\` except along \\`axis\\`, where their sizes are \\`values.shape\\[split_dim\\] / num_split\\`. |\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 java.lang.Iterable \n\n|----------------------------------------------------------------------------|-------------------------------------|\n| void | forEach(Consumer\\\u003c? super T\\\u003e arg0) |\n| abstract Iterator\\\u003c[Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e\\\u003e | iterator() |\n| Spliterator\\\u003c[Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e\\\u003e | spliterator() |\n\nPublic Methods\n--------------\n\n#### public static [Split](/api_docs/java/org/tensorflow/op/core/Split)\\\u003cT\\\u003e\n**create**\n([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cInteger\\\u003e axis, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e value, Long numSplit)\n\nFactory method to create a class wrapping a new Split operation. \n\n##### Parameters\n\n| scope | current scope |\n| axis | 0-D. The dimension along which to split. Must be in the range \\`\\[-rank(value), rank(value))\\`. |\n| value | The tensor to split. |\n| numSplit | The number of ways to split. Must evenly divide \\`value.shape\\[split_dim\\]\\`. |\n|----------|-------------------------------------------------------------------------------------------------|\n\n##### Returns\n\n- a new instance of Split \n\n#### public Iterator\\\u003c[Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e\\\u003e\n**iterator**\n()\n\n\u003cbr /\u003e\n\n#### public List\\\u003c[Output](/api_docs/java/org/tensorflow/Output)\\\u003cT\\\u003e\\\u003e\n**output**\n()\n\nThey are identically shaped tensors, whose shape matches that of \\`value\\`\nexcept along \\`axis\\`, where their sizes are\n\\`values.shape\\[split_dim\\] / num_split\\`."]]