тензорный поток:: опс:: AddManySparseToTensorsMap
#include <sparse_ops.h> Добавьте N -minibatch SparseTensor в SparseTensorsMap и верните N дескрипторов.
Краткое содержание
SparseTensor ранга R представлен тремя тензорами: sparse_indices , sparse_values и sparse_shape , где
```sparse_indices.shape[1] == sparse_shape.shape[0] == R
AnN-minibatch ofSparseTensorobjects is represented as aSparseTensorhaving a firstsparse_indicescolumn taking values between[0, N), where the minibatch sizeN == sparse_shape[0].
The inputSparseTensormust have rankRgreater than 1, and the first dimension is treated as the minibatch dimension. Elements of theSparseTensormust be sorted in increasing order of this first dimension. The storedSparseTensorobjects pointed to by each row of the outputsparse_handleswill have rankR-1.
TheSparseTensorvalues can then be read out as part of a minibatch by passing the given keys as vector elements toTakeManySparseFromTensorsMap. To ensure the correctSparseTensorsMapis accessed, ensure that the samecontainerandshared_nameare passed to that Op. If noshared_nameis provided here, instead use the name of the Operation created by callingAddManySparseToTensorsMapas theshared_namepassed toTakeManySparseFromTensorsMap. Ensure the Operations are colocated.
Arguments: * scope: A Scope object * sparse_indices: 2-D. Theindicesof the minibatchSparseTensor.sparse_indices[:, 0]must be ordered values in[0, N). * sparse_values: 1-D. Thevaluesof the minibatchSparseTensor. * sparse_shape: 1-D. Theshapeof the minibatchSparseTensor. The minibatch sizeN == sparse_shape[0].
Optional attributes (seeAttrs): * container: The container name for theSparseTensorsMapcreated by this op. * shared_name: The shared name for theSparseTensorsMapcreated by this op. If blank, the new Operation's unique name is used.
Returns: *Output: 1-D. The handles of theSparseTensornow stored in theSparseTensorsMap. Shape:[N].
Конструкторы и деструкторы | |
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AddManySparseToTensorsMap (const :: tensorflow::Scope & scope, :: tensorflow::Input sparse_indices, :: tensorflow::Input sparse_values, :: tensorflow::Input sparse_shape) | |
AddManySparseToTensorsMap (const :: tensorflow::Scope & scope, :: tensorflow::Input sparse_indices, :: tensorflow::Input sparse_values, :: tensorflow::Input sparse_shape, const AddManySparseToTensorsMap::Attrs & attrs) |
Публичные атрибуты | |
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operation | |
sparse_handles | |
Общественные функции | |
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node () const | ::tensorflow::Node * |
operator::tensorflow::Input () const | |
operator::tensorflow::Output () const | |
Публичные статические функции | |
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Container (StringPiece x) | |
SharedName (StringPiece x) | |
Структуры | |
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| tensorflow:: ops:: AddManySparseToTensorsMap:: Attrs | Необязательные установщики атрибутов для AddManySparseToTensorsMap . |
Публичные атрибуты
операция
Operation operation
sparse_handles
::tensorflow::Output sparse_handles
Общественные функции
AddManySparseToTensorsMap
AddManySparseToTensorsMap( const ::tensorflow::Scope & scope, ::tensorflow::Input sparse_indices, ::tensorflow::Input sparse_values, ::tensorflow::Input sparse_shape )
AddManySparseToTensorsMap
AddManySparseToTensorsMap( const ::tensorflow::Scope & scope, ::tensorflow::Input sparse_indices, ::tensorflow::Input sparse_values, ::tensorflow::Input sparse_shape, const AddManySparseToTensorsMap::Attrs & attrs )
узел
::tensorflow::Node * node() const
оператор::tensorflow::Input
operator::tensorflow::Input() const
оператор::tensorflow::Выход
operator::tensorflow::Output() const
Публичные статические функции
Контейнер
Attrs Container( StringPiece x )
Общее имя
Attrs SharedName( StringPiece x )