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 #ifndef TENSORFLOW_C_EXPERIMENTAL_OPS_NN_OPS_H_
16 #define TENSORFLOW_C_EXPERIMENTAL_OPS_NN_OPS_H_
17 
18 #include "tensorflow/c/eager/abstract_operation.h"
19 #include "tensorflow/c/eager/abstract_tensor_handle.h"
20 #include "tensorflow/c/eager/c_api_unified_experimental_internal.h"
21 
22 namespace tensorflow {
23 namespace ops {
24 
25 Status SparseSoftmaxCrossEntropyWithLogits(
26     AbstractContext* ctx, absl::Span<AbstractTensorHandle* const> inputs,
27     absl::Span<AbstractTensorHandle*> outputs, const char* name);
28 
29 Status ReluGrad(AbstractContext* ctx,
30                 absl::Span<AbstractTensorHandle* const> inputs,
31                 absl::Span<AbstractTensorHandle*> outputs, const char* name);
32 
33 Status Relu(AbstractContext* ctx,
34             absl::Span<AbstractTensorHandle* const> inputs,
35             absl::Span<AbstractTensorHandle*> outputs, const char* name);
36 
37 Status BiasAdd(AbstractContext* ctx,
38                absl::Span<AbstractTensorHandle* const> inputs,
39                absl::Span<AbstractTensorHandle*> outputs, const char* name);
40 
41 Status BiasAddGrad(AbstractContext* ctx,
42                    absl::Span<AbstractTensorHandle* const> inputs,
43                    absl::Span<AbstractTensorHandle*> outputs,
44                    const char* data_format, const char* name);
45 
46 }  // namespace ops
47 }  // namespace tensorflow
48 
49 #endif  // TENSORFLOW_C_EXPERIMENTAL_OPS_NN_OPS_H_
50