テンソルフロー::作戦:: AddManySparseToTensorsMap

#include <sparse_ops.h>

N -minibatch SparseTensorをSparseTensorsMapに追加し、 N個のハンドルを返します。

まとめ

ランクRのSparseTensorは、 sparse_indices 、 sparse_values 、およびsparse_shapeの 3 つのテンソルで表されます。

```sparse_indices.shape[1] == sparse_shape.shape[0] == R


  

    
An N-minibatch of SparseTensor objects is represented as a SparseTensor
having a first sparse_indices column taking values between [0, N), where
the minibatch size N == sparse_shape[0].
 
The input SparseTensor must have rank R greater than 1, and the first
dimension is treated as the minibatch dimension.  Elements of the SparseTensor
must be sorted in increasing order of this first dimension.  The stored
SparseTensor objects pointed to by each row of the output sparse_handles
will have rank R-1.
 
The SparseTensor values can then be read out as part of a minibatch by passing
the given keys as vector elements to TakeManySparseFromTensorsMap.  To ensure
the correct SparseTensorsMap is accessed, ensure that the same
container and shared_name are passed to that Op.  If no shared_name
is provided here, instead use the name of the Operation created by calling
AddManySparseToTensorsMap as the shared_name passed to
TakeManySparseFromTensorsMap.  Ensure the Operations are colocated.
 
Arguments:
* scope: A Scope object
* sparse_indices: 2-D.  The indices of the minibatch SparseTensor.
sparse_indices[:, 0] must be ordered values in [0, N).
* sparse_values: 1-D.  The values of the minibatch SparseTensor.
* sparse_shape: 1-D.  The shape of the minibatch SparseTensor.
The minibatch size N == sparse_shape[0].
 
Optional attributes (see Attrs):
* container: The container name for the SparseTensorsMap created by this op.
* shared_name: The shared name for the SparseTensorsMap created by this op.
If blank, the new Operation's unique name is used.
 
Returns:
* Output: 1-D.  The handles of the SparseTensor now stored in the
SparseTensorsMap.  Shape: [N].  

コンストラクターとデストラクター
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)
 
パブリック属性
operation
 sparse_handles 
公共機能
node () const
 ::tensorflow::Node *
 operator::tensorflow::Input () const
 operator::tensorflow::Output () const 
パブリック静的関数
Container (StringPiece x)
 SharedName (StringPiece x) 
構造体
tensorflow:: ops:: AddManySparseToTensorsMap:: Attrs
 AddManySparseToTensorsMapのオプションの属性セッター。
 パブリック属性
手術
 
Operation operation
 sparse_handles 
 
::tensorflow::Output sparse_handles
公共機能
 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
)
ノード
 
::tensorflow::Node * node() const 
演算子::tensorflow::入力
 
 operator::tensorflow::Input() const 
演算子::tensorflow::出力
 
 operator::tensorflow::Output() const 
パブリック静的関数
容器
 
Attrs Container(
  StringPiece x
)
共有名
 
Attrs SharedName(
  StringPiece x
)