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tensorflow::ops::UnsortedSegmentJoin
#include <string_ops.h>
Joins the elements of inputs based on segment_ids.
Summary
Computes the string join along segments of a tensor. Given segment_ids with rank N and data with rank N+M:
`output[i, k1...kM] = strings.join([data[j1...jN, k1...kM])`
where the join is over all [j1...jN] such that segment_ids[j1...jN] = i. Strings are joined in row-major order.
For example:
inputs = [['Y', 'q', 'c'], ['Y', '6', '6'], ['p', 'G', 'a']]
output_array = string_ops.unsorted_segment_join(inputs=inputs,
segment_ids=[1, 0, 1],
num_segments=2,
separator=':'))
# output_array ==> [['Y', '6', '6'], ['Y:p', 'q:G', 'c:a']]
inputs = ['this', 'is', 'a', 'test']
output_array = string_ops.unsorted_segment_join(inputs=inputs,
segment_ids=[0, 0, 0, 0],
num_segments=1,
separator=':'))
# output_array ==> ['this:is:a:test']
Arguments:
- scope: A Scope object
- inputs: The input to be joined.
- segment_ids: A tensor whose shape is a prefix of data.shape. Negative segment ids are not supported.
- num_segments: A scalar.
Optional attributes (see Attrs):
- separator: The separator to use when joining.
Returns:
Public static functions
|
Separator(StringPiece x)
|
|
Public attributes
Public functions
node
::tensorflow::Node * node() const
operator::tensorflow::Input() const
operator::tensorflow::Output
operator::tensorflow::Output() const
Public static functions
Separator
Attrs Separator(
StringPiece x
)
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Last updated 2020-06-29 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complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2020-06-29 UTC."],[],[],null,["# tensorflow::ops::UnsortedSegmentJoin Class Reference\n\ntensorflow::ops::UnsortedSegmentJoin\n====================================\n\n`#include \u003cstring_ops.h\u003e`\n\nJoins the elements of `inputs` based on `segment_ids`.\n\nSummary\n-------\n\nComputes the string join along segments of a tensor. Given `segment_ids` with rank `N` and `data` with rank `N+M`: \n\n```text\n`output[i, k1...kM] = strings.join([data[j1...jN, k1...kM])`\n```\n\n\u003cbr /\u003e\n\nwhere the join is over all \\[j1...jN\\] such that segment_ids\\[j1...jN\\] = i. Strings are joined in row-major order.\n\nFor example:\n\n\n```scdoc\ninputs = [['Y', 'q', 'c'], ['Y', '6', '6'], ['p', 'G', 'a']]\noutput_array = string_ops.unsorted_segment_join(inputs=inputs,\n segment_ids=[1, 0, 1],\n num_segments=2,\n separator=':'))\n# output_array ==\u003e [['Y', '6', '6'], ['Y:p', 'q:G', 'c:a']]\n```\n\n\u003cbr /\u003e\n\n\n```scdoc\ninputs = ['this', 'is', 'a', 'test']\noutput_array = string_ops.unsorted_segment_join(inputs=inputs,\n segment_ids=[0, 0, 0, 0],\n num_segments=1,\n separator=':'))\n# output_array ==\u003e ['this:is:a:test']\n```\n\n\u003cbr /\u003e\n\nArguments:\n\n- scope: A [Scope](/versions/r2.3/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope) object\n- inputs: The input to be joined.\n- segment_ids: A tensor whose shape is a prefix of data.shape. Negative segment ids are not supported.\n- num_segments: A scalar.\n\n\u003cbr /\u003e\n\nOptional attributes (see [Attrs](/versions/r2.3/api_docs/cc/struct/tensorflow/ops/unsorted-segment-join/attrs#structtensorflow_1_1ops_1_1_unsorted_segment_join_1_1_attrs)):\n\n- separator: The separator to use when joining.\n\n\u003cbr /\u003e\n\nReturns:\n\n- [Output](/versions/r2.3/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output): The output tensor.\n\n\u003cbr /\u003e\n\n| ### Constructors and Destructors ||\n|---|---|\n| [UnsortedSegmentJoin](#classtensorflow_1_1ops_1_1_unsorted_segment_join_1adf447c61ece272dac8d94f7eff7f3f9e)`(const ::`[tensorflow::Scope](/versions/r2.3/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope)` & scope, ::`[tensorflow::Input](/versions/r2.3/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` inputs, ::`[tensorflow::Input](/versions/r2.3/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` segment_ids, ::`[tensorflow::Input](/versions/r2.3/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` num_segments)` ||\n| [UnsortedSegmentJoin](#classtensorflow_1_1ops_1_1_unsorted_segment_join_1ab5ed8a524316ccca59dc46002c597b27)`(const ::`[tensorflow::Scope](/versions/r2.3/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope)` & scope, ::`[tensorflow::Input](/versions/r2.3/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` inputs, ::`[tensorflow::Input](/versions/r2.3/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` segment_ids, ::`[tensorflow::Input](/versions/r2.3/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` num_segments, const `[UnsortedSegmentJoin::Attrs](/versions/r2.3/api_docs/cc/struct/tensorflow/ops/unsorted-segment-join/attrs#structtensorflow_1_1ops_1_1_unsorted_segment_join_1_1_attrs)` & attrs)` ||\n\n| ### Public attributes ||\n|---------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------|\n| [operation](#classtensorflow_1_1ops_1_1_unsorted_segment_join_1a230139fb5802e8fcf8e15887dbe2b992) | [Operation](/versions/r2.3/api_docs/cc/class/tensorflow/operation#classtensorflow_1_1_operation) |\n| [output](#classtensorflow_1_1ops_1_1_unsorted_segment_join_1ab9ac7ec5286de7b5b7171611e04877e0) | `::`[tensorflow::Output](/versions/r2.3/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output) |\n\n| ### Public functions ||\n|---------------------------------------------------------------------------------------------------------------------------------|------------------------|\n| [node](#classtensorflow_1_1ops_1_1_unsorted_segment_join_1a753d6c70509d798ef017819a7c79e85e)`() const ` | `::tensorflow::Node *` |\n| [operator::tensorflow::Input](#classtensorflow_1_1ops_1_1_unsorted_segment_join_1a9052ff6b4f535fde53718a0f8a3bc9ae)`() const ` | ` ` ` ` |\n| [operator::tensorflow::Output](#classtensorflow_1_1ops_1_1_unsorted_segment_join_1af9befc42af0b571e7d88c8bdba3869c8)`() const ` | ` ` ` ` |\n\n| ### Public static functions ||\n|--------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------|\n| [Separator](#classtensorflow_1_1ops_1_1_unsorted_segment_join_1aea0ab0deec12be23090b276aa084b0d0)`(StringPiece x)` | [Attrs](/versions/r2.3/api_docs/cc/struct/tensorflow/ops/unsorted-segment-join/attrs#structtensorflow_1_1ops_1_1_unsorted_segment_join_1_1_attrs) |\n\n| ### Structs ||\n|-----------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| [tensorflow::ops::UnsortedSegmentJoin::Attrs](/versions/r2.3/api_docs/cc/struct/tensorflow/ops/unsorted-segment-join/attrs) | Optional attribute setters for [UnsortedSegmentJoin](/versions/r2.3/api_docs/cc/class/tensorflow/ops/unsorted-segment-join#classtensorflow_1_1ops_1_1_unsorted_segment_join). |\n\nPublic attributes\n-----------------\n\n### operation\n\n```text\nOperation operation\n``` \n\n### output\n\n```text\n::tensorflow::Output output\n``` \n\nPublic functions\n----------------\n\n### UnsortedSegmentJoin\n\n```gdscript\n UnsortedSegmentJoin(\n const ::tensorflow::Scope & scope,\n ::tensorflow::Input inputs,\n ::tensorflow::Input segment_ids,\n ::tensorflow::Input num_segments\n)\n``` \n\n### UnsortedSegmentJoin\n\n```gdscript\n UnsortedSegmentJoin(\n const ::tensorflow::Scope & scope,\n ::tensorflow::Input inputs,\n ::tensorflow::Input segment_ids,\n ::tensorflow::Input num_segments,\n const UnsortedSegmentJoin::Attrs & attrs\n)\n``` \n\n### node\n\n```gdscript\n::tensorflow::Node * node() const \n``` \n\n### operator::tensorflow::Input\n\n```gdscript\n operator::tensorflow::Input() const \n``` \n\n### operator::tensorflow::Output\n\n```gdscript\n operator::tensorflow::Output() const \n``` \n\nPublic static functions\n-----------------------\n\n### Separator\n\n```text\nAttrs Separator(\n StringPiece x\n)\n```"]]
