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Michele Di Giorgio72175632018-05-01 16:52:00 +01001/*
Manuel Bottini8481d832019-12-10 15:28:40 +00002 * Copyright (c) 2018-2020 ARM Limited.
Michele Di Giorgio72175632018-05-01 16:52:00 +01003 *
4 * SPDX-License-Identifier: MIT
5 *
6 * Permission is hereby granted, free of charge, to any person obtaining a copy
7 * of this software and associated documentation files (the "Software"), to
8 * deal in the Software without restriction, including without limitation the
9 * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
10 * sell copies of the Software, and to permit persons to whom the Software is
11 * furnished to do so, subject to the following conditions:
12 *
13 * The above copyright notice and this permission notice shall be included in all
14 * copies or substantial portions of the Software.
15 *
16 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
17 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
18 * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
19 * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
20 * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
21 * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
22 * SOFTWARE.
23 */
Michalis Spyrouf4643372019-11-29 16:17:13 +000024#ifndef ARM_COMPUTE_CLCHANNELSHUFFLELAYER_H
25#define ARM_COMPUTE_CLCHANNELSHUFFLELAYER_H
Michele Di Giorgio72175632018-05-01 16:52:00 +010026
27#include "arm_compute/runtime/CL/ICLSimpleFunction.h"
28
29namespace arm_compute
30{
31class ICLTensor;
32
33/** Basic function to run @ref CLChannelShuffleLayerKernel
34 *
35 * @note The function performs a channel shuffle operation on the input tensor. Given NCHW tensor with group G, it will
36 * first divide the channels into G groups, C = (G * C'), and perform a transpose of the channel, which gives C = (C' * G).
37 * for more details see: https://arxiv.org/pdf/1707.01083.pdf
38 */
39class CLChannelShuffleLayer : public ICLSimpleFunction
40{
41public:
42 /** Initialize the function
43 *
Manuel Bottini8481d832019-12-10 15:28:40 +000044 * @param[in] input Input tensor. Data types supported: All.
Michele Di Giorgio72175632018-05-01 16:52:00 +010045 * @param[out] output Output tensor. Data type supported: Same as @p input
46 * @param[in] num_groups Number of groups. Must be greater than 1 and the number of channels of the tensors must be a multiple of the number of groups.
47 */
48 void configure(const ICLTensor *input, ICLTensor *output, unsigned int num_groups);
49 /** Static function to check if given info will lead to a valid configuration of @ref CLChannelShuffleLayerKernel
50 *
Manuel Bottini8481d832019-12-10 15:28:40 +000051 * @param[in] input Input tensor info. Data types supported: All.
Michele Di Giorgio5daeffd2018-11-26 10:01:15 +000052 * @param[in] output Output tensor info. Data type supported: Same as @p input
53 * @param[in] num_groups Number of groups. Must be greater than 1 and the number of channels of the tensors must be a multiple of the number of groups.
Michele Di Giorgio72175632018-05-01 16:52:00 +010054 *
55 * @return a status
56 */
57 static Status validate(const ITensorInfo *input, const ITensorInfo *output, unsigned int num_groups);
58};
59} // namespace arm_compute
Michalis Spyrouf4643372019-11-29 16:17:13 +000060#endif /* ARM_COMPUTE_CLCHANNELSHUFFLELAYER_H */