xref: /aosp_15_r20/external/tensorflow/tensorflow/core/kernels/sparse_fill_empty_rows_op.h (revision b6fb3261f9314811a0f4371741dbb8839866f948)
1 /* Copyright 2020 The TensorFlow Authors. All Rights Reserved.
2 
3 Licensed under the Apache License, Version 2.0 (the "License");
4 you may not use this file except in compliance with the License.
5 You may obtain a copy of the License at
6 
7     http://www.apache.org/licenses/LICENSE-2.0
8 
9 Unless required by applicable law or agreed to in writing, software
10 distributed under the License is distributed on an "AS IS" BASIS,
11 WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
12 See the License for the specific language governing permissions and
13 limitations under the License.
14 ==============================================================================*/
15 
16 #ifndef TENSORFLOW_CORE_KERNELS_SPARSE_FILL_EMPTY_ROWS_OP_H_
17 #define TENSORFLOW_CORE_KERNELS_SPARSE_FILL_EMPTY_ROWS_OP_H_
18 
19 #include "tensorflow/core/framework/op_kernel.h"
20 #include "tensorflow/core/framework/tensor_types.h"
21 #include "tensorflow/core/lib/core/status.h"
22 
23 namespace tensorflow {
24 
25 namespace functor {
26 
27 template <typename Device, typename T, typename Tindex>
28 struct SparseFillEmptyRows {
29   // Note that the done callback is only used by the GPU implementation.
30   Status operator()(OpKernelContext* context, const Tensor& default_value_t,
31                     const Tensor& indices_t, const Tensor& values_t,
32                     const Tensor& dense_shape_t,
33                     typename AsyncOpKernel::DoneCallback done = nullptr);
34 };
35 
36 template <typename Device, typename T, typename Tindex>
37 struct SparseFillEmptyRowsGrad {
38   Status operator()(OpKernelContext* context,
39                     typename TTypes<Tindex>::ConstVec reverse_index_map,
40                     typename TTypes<T>::ConstVec grad_values,
41                     typename TTypes<T>::Vec d_values,
42                     typename TTypes<T>::Scalar d_default_value);
43 };
44 
45 }  // namespace functor
46 
47 }  // namespace tensorflow
48 
49 #endif  // TENSORFLOW_CORE_KERNELS_SPARSE_FILL_EMPTY_ROWS_OP_H_
50