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Michele Di Giorgio56dd7262017-07-27 09:53:49 +01001/*
Manuel Bottini9e73c932021-03-02 17:40:42 +00002 * Copyright (c) 2017-2021 Arm Limited.
Michele Di Giorgio56dd7262017-07-27 09:53:49 +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_CLDEQUANTIZATIONLAYER_H
25#define ARM_COMPUTE_CLDEQUANTIZATIONLAYER_H
Michele Di Giorgio56dd7262017-07-27 09:53:49 +010026
Michele Di Giorgio56dd7262017-07-27 09:53:49 +010027#include "arm_compute/core/Types.h"
Manuel Bottini9e73c932021-03-02 17:40:42 +000028#include "arm_compute/runtime/IFunction.h"
29
30#include <memory>
Michele Di Giorgio56dd7262017-07-27 09:53:49 +010031
32namespace arm_compute
33{
Georgios Pinitas574775c2019-02-18 20:08:02 +000034// Forward declarations
Sang-Hoon Parkbef7fa22020-10-21 15:58:54 +010035class CLCompileContext;
Michele Di Giorgio56dd7262017-07-27 09:53:49 +010036class ICLTensor;
Sang-Hoon Parkbef7fa22020-10-21 15:58:54 +010037class ITensorInfo;
Michele Di Giorgio56dd7262017-07-27 09:53:49 +010038
Manuel Bottini9e73c932021-03-02 17:40:42 +000039/** Basic function to run @ref opencl::ClDequantization that dequantizes an input tensor */
40class CLDequantizationLayer : public IFunction
Michele Di Giorgio56dd7262017-07-27 09:53:49 +010041{
42public:
Manuel Bottini9e73c932021-03-02 17:40:42 +000043 /** Default Constructor */
44 CLDequantizationLayer();
45 /** Default Destructor */
46 ~CLDequantizationLayer();
47 /** Prevent instances of this class from being copied (As this class contains pointers) */
48 CLDequantizationLayer(const CLDequantizationLayer &) = delete;
49 /** Default move constructor */
50 CLDequantizationLayer(CLDequantizationLayer &&) = default;
51 /** Prevent instances of this class from being copied (As this class contains pointers) */
52 CLDequantizationLayer &operator=(const CLDequantizationLayer &) = delete;
53 /** Default move assignment operator */
54 CLDequantizationLayer &operator=(CLDequantizationLayer &&) = default;
Michele Di Giorgio56dd7262017-07-27 09:53:49 +010055 /** Set the input and output tensors.
56 *
Georgios Pinitas3d13af82019-06-04 13:04:16 +010057 * @param[in] input Source tensor with at least 3 dimensions. The dimensions over the third will be interpreted as batches.
Michele Di Giorgiocbbed282019-12-20 13:26:08 +000058 * Data types supported: QASYMM8/QASYMM8_SIGNED/QSYMM8_PER_CHANNEL/QSYMM8/QSYMM16.
Georgios Pinitas574775c2019-02-18 20:08:02 +000059 * @param[out] output Destination tensor with the same dimensions of input. Data type supported: F16/F32.
Michele Di Giorgio56dd7262017-07-27 09:53:49 +010060 */
Georgios Pinitas574775c2019-02-18 20:08:02 +000061 void configure(const ICLTensor *input, ICLTensor *output);
Manuel Bottini2b84be52020-04-08 10:15:51 +010062 /** Set the input and output tensors.
63 *
64 * @param[in] compile_context The compile context to be used.
65 * @param[in] input Source tensor with at least 3 dimensions. The dimensions over the third will be interpreted as batches.
66 * Data types supported: QASYMM8/QASYMM8_SIGNED/QSYMM8_PER_CHANNEL/QSYMM8/QSYMM16.
67 * @param[out] output Destination tensor with the same dimensions of input. Data type supported: F16/F32.
68 */
69 void configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *output);
Alex Gilday60954c62018-03-05 16:22:48 +000070 /** Static function to check if given info will lead to a valid configuration of @ref CLDequantizationLayer
71 *
Michele Di Giorgiocbbed282019-12-20 13:26:08 +000072 * @param[in] input Input tensor info. Data types supported: QASYMM8/QASYMM8_SIGNED/QSYMM8_PER_CHANNEL/QSYMM8/QSYMM16.
Georgios Pinitas574775c2019-02-18 20:08:02 +000073 * @param[in] output Output tensor info. Data type supported: F16/F32.
Alex Gilday60954c62018-03-05 16:22:48 +000074 *
75 * @return a status
76 */
Georgios Pinitas574775c2019-02-18 20:08:02 +000077 static Status validate(const ITensorInfo *input, const ITensorInfo *output);
Manuel Bottini9e73c932021-03-02 17:40:42 +000078
79 // Inherited methods overridden:
80 void run() override;
81
82private:
83 struct Impl;
84 std::unique_ptr<Impl> _impl;
Michele Di Giorgio56dd7262017-07-27 09:53:49 +010085};
Georgios Pinitas574775c2019-02-18 20:08:02 +000086} // namespace arm_compute
Michalis Spyrouf4643372019-11-29 16:17:13 +000087#endif /* ARM_COMPUTE_CLDEQUANTIZATIONLAYER_H */