Adds up a SparseTensor
and a dense Tensor
, producing a dense Tensor
.
tf.raw_ops.SparseTensorDenseAdd( a_indices, a_values, a_shape, b, name=None )
This Op does not require a_indices
be sorted in standard lexicographic order.
Args | |
---|---|
a_indices | A Tensor . Must be one of the following types: int32 , int64 . 2-D. The indices of the SparseTensor , with shape [nnz, ndims] . |
a_values | A Tensor . Must be one of the following types: float32 , float64 , int32 , uint8 , int16 , int8 , complex64 , int64 , qint8 , quint8 , qint32 , bfloat16 , uint16 , complex128 , half , uint32 , uint64 . 1-D. The values of the SparseTensor , with shape [nnz] . |
a_shape | A Tensor . Must have the same type as a_indices . 1-D. The shape of the SparseTensor , with shape [ndims] . |
b | A Tensor . Must have the same type as a_values . ndims -D Tensor. With shape a_shape . |
name | A name for the operation (optional). |
Returns | |
---|---|
A Tensor . Has the same type as a_values . |
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Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.4/api_docs/python/tf/raw_ops/SparseTensorDenseAdd