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. |
© 2020 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.3/api_docs/python/tf/raw_ops/SparseTensorDenseAdd