Warning: This API is deprecated and will be removed in a future
version of TensorFlow after
the replacement is stable.
LowerBound
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Applies lower_bound(sorted_search_values, values) along each row.
Each set of rows with the same index in (sorted_inputs, values) is treated
independently. The resulting row is the equivalent of calling
`np.searchsorted(sorted_inputs, values, side='left')`.
The result is not a global index to the entire
`Tensor`, but rather just the index in the last dimension.
A 2-D example:
sorted_sequence = [[0, 3, 9, 9, 10],
[1, 2, 3, 4, 5]]
values = [[2, 4, 9],
[0, 2, 6]]
result = LowerBound(sorted_sequence, values)
result == [[1, 2, 2],
[0, 1, 5]]
Public Methods
Output<U>
|
asOutput()
Returns the symbolic handle of a tensor.
|
static
<U extends Number, T>
LowerBound<U>
|
create( Scope scope, Operand<T> sortedInputs, Operand<T> values, Class<U> outType)
Factory method to create a class wrapping a new LowerBound operation.
|
static
<T>
LowerBound<Integer>
|
create( Scope scope, Operand<T> sortedInputs, Operand<T> values)
Factory method to create a class wrapping a new LowerBound operation using default output types.
|
Output<U>
|
output()
A `Tensor` with the same shape as `values`.
|
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()
|
Public Methods
public
Output<U>
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 LowerBound operation.
Parameters
scope |
current scope |
sortedInputs |
2-D Tensor where each row is ordered. |
values |
2-D Tensor with the same numbers of rows as `sorted_search_values`. Contains
the values that will be searched for in `sorted_search_values`. |
Returns
- a new instance of LowerBound
Factory method to create a class wrapping a new LowerBound operation using default output types.
Parameters
scope |
current scope |
sortedInputs |
2-D Tensor where each row is ordered. |
values |
2-D Tensor with the same numbers of rows as `sorted_search_values`. Contains
the values that will be searched for in `sorted_search_values`. |
Returns
- a new instance of LowerBound
public
Output<U>
output
()
A `Tensor` with the same shape as `values`. It contains the first scalar index
into the last dimension where values can be inserted without changing the
ordered property.
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,["# LowerBound\n\npublic final class **LowerBound** \nApplies lower_bound(sorted_search_values, values) along each row.\n\n\nEach set of rows with the same index in (sorted_inputs, values) is treated\nindependently. The resulting row is the equivalent of calling\n\\`np.searchsorted(sorted_inputs, values, side='left')\\`.\n\n\nThe result is not a global index to the entire\n\\`Tensor\\`, but rather just the index in the last dimension.\n\n\nA 2-D example:\nsorted_sequence = \\[\\[0, 3, 9, 9, 10\\],\n\\[1, 2, 3, 4, 5\\]\\]\nvalues = \\[\\[2, 4, 9\\],\n\\[0, 2, 6\\]\\]\n\n\nresult = LowerBound(sorted_sequence, values)\n\n\nresult == \\[\\[1, 2, 2\\],\n\\[0, 1, 5\\]\\]\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| [Output](/api_docs/java/org/tensorflow/Output)\\\u003cU\\\u003e | [asOutput](/api_docs/java/org/tensorflow/op/core/LowerBound#asOutput())() Returns the symbolic handle of a tensor. |\n| static \\\u003cU extends Number, T\\\u003e [LowerBound](/api_docs/java/org/tensorflow/op/core/LowerBound)\\\u003cU\\\u003e | [create](/api_docs/java/org/tensorflow/op/core/LowerBound#create(org.tensorflow.op.Scope,%20org.tensorflow.Operand\u003cT\u003e,%20org.tensorflow.Operand\u003cT\u003e,%20java.lang.Class\u003cU\u003e))([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e sortedInputs, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e values, Class\\\u003cU\\\u003e outType) Factory method to create a class wrapping a new LowerBound operation. |\n| static \\\u003cT\\\u003e [LowerBound](/api_docs/java/org/tensorflow/op/core/LowerBound)\\\u003cInteger\\\u003e | [create](/api_docs/java/org/tensorflow/op/core/LowerBound#create(org.tensorflow.op.Scope,%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 sortedInputs, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e values) Factory method to create a class wrapping a new LowerBound operation using default output types. |\n| [Output](/api_docs/java/org/tensorflow/Output)\\\u003cU\\\u003e | [output](/api_docs/java/org/tensorflow/op/core/LowerBound#output())() A \\`Tensor\\` with the same shape as \\`values\\`. |\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)\\\u003cU extends Number\\\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)\\\u003cU\\\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 [LowerBound](/api_docs/java/org/tensorflow/op/core/LowerBound)\\\u003cU\\\u003e\n**create**\n([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e sortedInputs, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e values, Class\\\u003cU\\\u003e outType)\n\nFactory method to create a class wrapping a new LowerBound operation. \n\n##### Parameters\n\n| scope | current scope |\n| sortedInputs | 2-D Tensor where each row is ordered. |\n| values | 2-D Tensor with the same numbers of rows as \\`sorted_search_values\\`. Contains the values that will be searched for in \\`sorted_search_values\\`. |\n|--------------|--------------------------------------------------------------------------------------------------------------------------------------------------|\n\n##### Returns\n\n- a new instance of LowerBound \n\n#### public static [LowerBound](/api_docs/java/org/tensorflow/op/core/LowerBound)\\\u003cInteger\\\u003e\n**create**\n([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e sortedInputs, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e values)\n\nFactory method to create a class wrapping a new LowerBound operation using default output types. \n\n##### Parameters\n\n| scope | current scope |\n| sortedInputs | 2-D Tensor where each row is ordered. |\n| values | 2-D Tensor with the same numbers of rows as \\`sorted_search_values\\`. Contains the values that will be searched for in \\`sorted_search_values\\`. |\n|--------------|--------------------------------------------------------------------------------------------------------------------------------------------------|\n\n##### Returns\n\n- a new instance of LowerBound \n\n#### public [Output](/api_docs/java/org/tensorflow/Output)\\\u003cU\\\u003e\n**output**\n()\n\nA \\`Tensor\\` with the same shape as \\`values\\`. It contains the first scalar index\ninto the last dimension where values can be inserted without changing the\nordered property."]]