blob: 30fe1ed2e6688b875058ce3a44894b121fdf0cd7 [file] [log] [blame]
Anthony Barbier6ff3b192017-09-04 18:44:23 +01001/*
Michele Di Giorgiod9eaf612020-07-08 11:12:57 +01002 * Copyright (c) 2016-2020 Arm Limited.
Anthony Barbier6ff3b192017-09-04 18:44:23 +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_DEPTHCONVERTKERNEL_H
25#define ARM_COMPUTE_DEPTHCONVERTKERNEL_H
Anthony Barbier6ff3b192017-09-04 18:44:23 +010026
Michalis Spyrouebcebf12020-10-21 00:04:14 +010027#include "src/core/NEON/INEKernel.h"
Anthony Barbier6ff3b192017-09-04 18:44:23 +010028
29namespace arm_compute
30{
31class ITensor;
32
Usama Arif9e631c22019-05-14 17:10:40 +010033/** Depth conversion kernel
34 * This function ignores the scale and zeroPoint of quanized tensors, i.e. QASYMM8 input is treated as uint8 values.
35 */
Giorgio Arena04a8f8c2017-11-23 11:45:24 +000036class NEDepthConvertLayerKernel : public INEKernel
Anthony Barbier6ff3b192017-09-04 18:44:23 +010037{
38public:
Anthony Barbiere8a49832018-01-18 10:04:05 +000039 const char *name() const override
40 {
41 return "NEDepthConvertLayerKernel";
42 }
Anthony Barbier6ff3b192017-09-04 18:44:23 +010043 /** Default constructor*/
Giorgio Arena04a8f8c2017-11-23 11:45:24 +000044 NEDepthConvertLayerKernel();
Georgios Pinitase2229412017-07-12 12:30:40 +010045 /** Prevent instances of this class from being copied (As this class contains pointers) */
Giorgio Arena04a8f8c2017-11-23 11:45:24 +000046 NEDepthConvertLayerKernel(const NEDepthConvertLayerKernel &) = delete;
Georgios Pinitase2229412017-07-12 12:30:40 +010047 /** Default move constructor */
Giorgio Arena04a8f8c2017-11-23 11:45:24 +000048 NEDepthConvertLayerKernel(NEDepthConvertLayerKernel &&) = default;
Georgios Pinitase2229412017-07-12 12:30:40 +010049 /** Prevent instances of this class from being copied (As this class contains pointers) */
Giorgio Arena04a8f8c2017-11-23 11:45:24 +000050 NEDepthConvertLayerKernel &operator=(const NEDepthConvertLayerKernel &) = delete;
Georgios Pinitase2229412017-07-12 12:30:40 +010051 /** Default move assignment operator */
Giorgio Arena04a8f8c2017-11-23 11:45:24 +000052 NEDepthConvertLayerKernel &operator=(NEDepthConvertLayerKernel &&) = default;
Michalis Spyrouebcebf12020-10-21 00:04:14 +010053 /** Default destructor */
54 ~NEDepthConvertLayerKernel() = default;
Anthony Barbier6ff3b192017-09-04 18:44:23 +010055 /** Set the input and output of the kernel
56 *
57 * Valid conversions Input -> Output :
58 *
Luca Foschianidaa3aba2020-01-08 15:55:08 +000059 * - QASYMM8_SIGNED -> S16, S32, F32, F16
Georgios Pinitase8291ac2020-02-26 09:58:13 +000060 * - QASYMM8 -> U16, S16, S32, F32, F16
61 * - U8 -> U16, S16, S32, F32, F16
62 * - U16 -> U8, U32
63 * - S16 -> QASYMM8_SIGNED, U8, S32
64 * - BFLOAT16 -> F32
65 * - F16 -> QASYMM8_SIGNED, QASYMM8, F32, S32, U8
66 * - S32 -> QASYMM8_SIGNED, QASYMM8, F16, F32, U8
67 * - F32 -> QASYMM8_SIGNED, QASYMM8, BFLOAT16, F16, S32, U8
Anthony Barbier6ff3b192017-09-04 18:44:23 +010068 *
Georgios Pinitase8291ac2020-02-26 09:58:13 +000069 * @param[in] input The input tensor to convert. Data types supported: QASYMM8_SIGNED/QASYMM8/U8/U16/S16/BFLOAT16/F16/F32.
70 * @param[out] output The output tensor. Data types supported: QASYMM8_SIGNED/QASYMM8/U8/U16/S16/U32/S32/BFLOAT16/F16/F32.
Michele Di Giorgio3e570db2018-08-24 18:28:48 +010071 * @param[in] policy Conversion policy.
72 * @param[in] shift (Optional) Value for down/up conversions. Must be 0 <= shift < 8.
Anthony Barbier6ff3b192017-09-04 18:44:23 +010073 */
Michele Di Giorgio3e570db2018-08-24 18:28:48 +010074 void configure(const ITensor *input, ITensor *output, ConvertPolicy policy, uint32_t shift = 0);
75 /** Static function to check if given info will lead to a valid configuration of @ref NEDepthConvertLayerKernel
76 *
Georgios Pinitase8291ac2020-02-26 09:58:13 +000077 * @param[in] input Source tensor info. Data types supported: QASYMM8_SIGNED/QASYMM8/U8/U16/S16/BFLOAT16/F16/F32.
78 * @param[in] output Destination tensor info. Data type supported: QASYMM8_SIGNED/QASYMM8/U8/U16/S16/U32/S32/BFLOAT16/F16/F32.
Michele Di Giorgio3e570db2018-08-24 18:28:48 +010079 * @param[in] policy Conversion policy
80 * @param[in] shift (Optional) Value for down/up conversions. Must be 0 <= shift < 8.
81 *
82 * @return a status
83 */
84 static Status validate(const ITensorInfo *input, const ITensorInfo *output, ConvertPolicy policy, uint32_t shift = 0);
Anthony Barbier6ff3b192017-09-04 18:44:23 +010085
86 // Inherited methods overridden:
Moritz Pflanzerc186b572017-09-07 09:48:04 +010087 void run(const Window &window, const ThreadInfo &info) override;
Anthony Barbier6ff3b192017-09-04 18:44:23 +010088
89private:
Michele Di Giorgio3e570db2018-08-24 18:28:48 +010090 const ITensor *_input;
91 ITensor *_output;
92 ConvertPolicy _policy;
93 uint32_t _shift;
Anthony Barbier6ff3b192017-09-04 18:44:23 +010094};
Gian Marco Iodice356f6432017-09-22 11:32:21 +010095} // namespace arm_compute
Michalis Spyrouf4643372019-11-29 16:17:13 +000096#endif /*ARM_COMPUTE_NEDEPTHCONVERTKERNEL_H */