Sparse Ops

Summary

Classes

tensorflow::ops::AddManySparseToTensorsMap

Add an N-minibatch SparseTensor to a SparseTensorsMap, return N handles.

tensorflow::ops::AddSparseToTensorsMap

Add a SparseTensor to a SparseTensorsMap return its handle.

tensorflow::ops::DeserializeManySparse

Deserialize and concatenate SparseTensors from a serialized minibatch.

tensorflow::ops::SerializeManySparse

Serialize an N-minibatch SparseTensor into an [N, 3] string Tensor.

tensorflow::ops::SerializeSparse

Serialize a SparseTensor into a string 3-vector (1-D Tensor) object.

tensorflow::ops::SparseAdd

Adds two SparseTensor objects to produce another SparseTensor.

tensorflow::ops::SparseAddGrad

The gradient operator for the SparseAdd op.

tensorflow::ops::SparseConcat

Concatenates a list of SparseTensor along the specified dimension.

tensorflow::ops::SparseCross

Generates sparse cross from a list of sparse and dense tensors.

tensorflow::ops::SparseDenseCwiseAdd

Adds up a SparseTensor and a dense Tensor, using these special rules:

tensorflow::ops::SparseDenseCwiseDiv

Component-wise divides a SparseTensor by a dense Tensor.

tensorflow::ops::SparseDenseCwiseMul

Component-wise multiplies a SparseTensor by a dense Tensor.

tensorflow::ops::SparseFillEmptyRows

Fills empty rows in the input 2-D SparseTensor with a default value.

tensorflow::ops::SparseFillEmptyRowsGrad

The gradient of SparseFillEmptyRows.

tensorflow::ops::SparseReduceMax

Computes the max of elements across dimensions of a SparseTensor.

tensorflow::ops::SparseReduceMaxSparse

Computes the max of elements across dimensions of a SparseTensor.

tensorflow::ops::SparseReduceSum

Computes the sum of elements across dimensions of a SparseTensor.

tensorflow::ops::SparseReduceSumSparse

Computes the sum of elements across dimensions of a SparseTensor.

tensorflow::ops::SparseReorder

Reorders a SparseTensor into the canonical, row-major ordering.

tensorflow::ops::SparseReshape

Reshapes a SparseTensor to represent values in a new dense shape.

tensorflow::ops::SparseSlice

Slice a SparseTensor based on the start and size.

tensorflow::ops::SparseSoftmax

Applies softmax to a batched N-D SparseTensor.

tensorflow::ops::SparseSparseMaximum

Returns the element-wise max of two SparseTensors.

tensorflow::ops::SparseSparseMinimum

Returns the element-wise min of two SparseTensors.

tensorflow::ops::SparseSplit

Split a SparseTensor into num_split tensors along one dimension.

tensorflow::ops::SparseTensorDenseAdd

Adds up a SparseTensor and a dense Tensor, producing a dense Tensor.

tensorflow::ops::SparseTensorDenseMatMul

Multiply SparseTensor (of rank 2) "A" by dense matrix "B".

tensorflow::ops::SparseToDense

Converts a sparse representation into a dense tensor.

tensorflow::ops::TakeManySparseFromTensorsMap

Read SparseTensors from a SparseTensorsMap and concatenate them.