Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 1 | /* |
Michele Di Giorgio | d9eaf61 | 2020-07-08 11:12:57 +0100 | [diff] [blame] | 2 | * Copyright (c) 2016-2020 Arm Limited. |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 3 | * |
| 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 Spyrou | f464337 | 2019-11-29 16:17:13 +0000 | [diff] [blame] | 24 | #ifndef ARM_COMPUTE_CLPIXELWISEMULTIPLICATION_H |
| 25 | #define ARM_COMPUTE_CLPIXELWISEMULTIPLICATION_H |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 26 | |
| 27 | #include "arm_compute/core/Types.h" |
| 28 | #include "arm_compute/runtime/CL/ICLSimpleFunction.h" |
| 29 | |
| 30 | namespace arm_compute |
| 31 | { |
Georgios Pinitas | 8be9148 | 2019-03-26 17:23:28 +0000 | [diff] [blame] | 32 | // Forward declaration |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 33 | class ICLTensor; |
| 34 | |
| 35 | /** Basic function to run @ref CLPixelWiseMultiplicationKernel. */ |
| 36 | class CLPixelWiseMultiplication : public ICLSimpleFunction |
| 37 | { |
| 38 | public: |
| 39 | /** Initialise the kernel's inputs, output and convertion policy. |
| 40 | * |
Michele Di Giorgio | f6f7876 | 2020-07-06 11:27:21 +0100 | [diff] [blame] | 41 | * Valid configurations (Input1,Input2) -> Output : |
| 42 | * |
| 43 | * - (U8,U8) -> U8 |
| 44 | * - (U8,U8) -> S16 |
| 45 | * - (U8,S16) -> S16 |
| 46 | * - (S16,U8) -> S16 |
| 47 | * - (S16,S16) -> S16 |
| 48 | * - (F16,F16) -> F16 |
| 49 | * - (F32,F32) -> F32 |
| 50 | * - (QASYMM8,QASYMM8) -> QASYMM8 |
| 51 | * - (QASYMM8_SIGNED,QASYMM8_SIGNED) -> QASYMM8_SIGNED |
| 52 | * - (QSYMM16,QSYMM16) -> QSYMM16 |
| 53 | * - (QSYMM16,QSYMM16) -> S32 |
| 54 | * |
Michele Di Giorgio | cbbed28 | 2019-12-20 13:26:08 +0000 | [diff] [blame] | 55 | * @param[in, out] input1 An input tensor. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32. |
Michele Di Giorgio | 6259e5f | 2018-01-17 17:29:33 +0000 | [diff] [blame] | 56 | * The input tensor is [in, out] because its TensorInfo might be modified inside the kernel in case of broadcasting of dimension 0. |
Michele Di Giorgio | f6f7876 | 2020-07-06 11:27:21 +0100 | [diff] [blame] | 57 | * @param[in, out] input2 An input tensor. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32. |
Michele Di Giorgio | 6259e5f | 2018-01-17 17:29:33 +0000 | [diff] [blame] | 58 | * The input tensor is [in, out] because its TensorInfo might be modified inside the kernel in case of broadcasting of dimension 0. |
Michele Di Giorgio | f6f7876 | 2020-07-06 11:27:21 +0100 | [diff] [blame] | 59 | * @param[out] output The output tensor. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32. |
Michele Di Giorgio | 6259e5f | 2018-01-17 17:29:33 +0000 | [diff] [blame] | 60 | * @param[in] scale Scale to apply after multiplication. |
Vidhya Sudhan Loganathan | 7485d5a | 2018-07-04 09:34:00 +0100 | [diff] [blame] | 61 | * Scale must be positive and its value must be either 1/255 or 1/2^n where n is between 0 and 15. |
Michele Di Giorgio | 6259e5f | 2018-01-17 17:29:33 +0000 | [diff] [blame] | 62 | * @param[in] overflow_policy Overflow policy. Supported overflow policies: Wrap, Saturate |
| 63 | * @param[in] rounding_policy Rounding policy. Supported rounding modes: to zero, to nearest even. |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 64 | * @param[in] act_info (Optional) Activation layer information in case of a fused activation. |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 65 | */ |
Michele Di Giorgio | 6259e5f | 2018-01-17 17:29:33 +0000 | [diff] [blame] | 66 | void configure(ICLTensor *input1, ICLTensor *input2, ICLTensor *output, float scale, |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 67 | ConvertPolicy overflow_policy, RoundingPolicy rounding_policy, const ActivationLayerInfo &act_info = ActivationLayerInfo()); |
Manuel Bottini | 2b84be5 | 2020-04-08 10:15:51 +0100 | [diff] [blame] | 68 | /** Initialise the kernel's inputs, output and convertion policy. |
| 69 | * |
Michele Di Giorgio | f6f7876 | 2020-07-06 11:27:21 +0100 | [diff] [blame] | 70 | * Valid configurations (Input1,Input2) -> Output : |
| 71 | * |
| 72 | * - (U8,U8) -> U8 |
| 73 | * - (U8,U8) -> S16 |
| 74 | * - (U8,S16) -> S16 |
| 75 | * - (S16,U8) -> S16 |
| 76 | * - (S16,S16) -> S16 |
| 77 | * - (F16,F16) -> F16 |
| 78 | * - (F32,F32) -> F32 |
| 79 | * - (QASYMM8,QASYMM8) -> QASYMM8 |
| 80 | * - (QASYMM8_SIGNED,QASYMM8_SIGNED) -> QASYMM8_SIGNED |
| 81 | * - (QSYMM16,QSYMM16) -> QSYMM16 |
| 82 | * - (QSYMM16,QSYMM16) -> S32 |
| 83 | * |
Manuel Bottini | 2b84be5 | 2020-04-08 10:15:51 +0100 | [diff] [blame] | 84 | * @param[in] compile_context The compile context to be used. |
| 85 | * @param[in, out] input1 An input tensor. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32. |
| 86 | * The input tensor is [in, out] because its TensorInfo might be modified inside the kernel in case of broadcasting of dimension 0. |
Michele Di Giorgio | f6f7876 | 2020-07-06 11:27:21 +0100 | [diff] [blame] | 87 | * @param[in, out] input2 An input tensor. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32. |
Manuel Bottini | 2b84be5 | 2020-04-08 10:15:51 +0100 | [diff] [blame] | 88 | * The input tensor is [in, out] because its TensorInfo might be modified inside the kernel in case of broadcasting of dimension 0. |
Michele Di Giorgio | f6f7876 | 2020-07-06 11:27:21 +0100 | [diff] [blame] | 89 | * @param[out] output The output tensor. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32. |
Manuel Bottini | 2b84be5 | 2020-04-08 10:15:51 +0100 | [diff] [blame] | 90 | * @param[in] scale Scale to apply after multiplication. |
| 91 | * Scale must be positive and its value must be either 1/255 or 1/2^n where n is between 0 and 15. |
| 92 | * @param[in] overflow_policy Overflow policy. Supported overflow policies: Wrap, Saturate |
| 93 | * @param[in] rounding_policy Rounding policy. Supported rounding modes: to zero, to nearest even. |
| 94 | * @param[in] act_info (Optional) Activation layer information in case of a fused activation. |
| 95 | */ |
| 96 | void configure(const CLCompileContext &compile_context, ICLTensor *input1, ICLTensor *input2, ICLTensor *output, float scale, |
| 97 | ConvertPolicy overflow_policy, RoundingPolicy rounding_policy, const ActivationLayerInfo &act_info = ActivationLayerInfo()); |
Georgios Pinitas | f9d3a0a | 2017-11-03 19:01:44 +0000 | [diff] [blame] | 98 | /** Static function to check if given info will lead to a valid configuration of @ref CLPixelWiseMultiplication |
| 99 | * |
Michele Di Giorgio | f6f7876 | 2020-07-06 11:27:21 +0100 | [diff] [blame] | 100 | * Valid configurations (Input1,Input2) -> Output : |
| 101 | * |
| 102 | * - (U8,U8) -> U8 |
| 103 | * - (U8,U8) -> S16 |
| 104 | * - (U8,S16) -> S16 |
| 105 | * - (S16,U8) -> S16 |
| 106 | * - (S16,S16) -> S16 |
| 107 | * - (F16,F16) -> F16 |
| 108 | * - (F32,F32) -> F32 |
| 109 | * - (QASYMM8,QASYMM8) -> QASYMM8 |
| 110 | * - (QASYMM8_SIGNED,QASYMM8_SIGNED) -> QASYMM8_SIGNED |
| 111 | * - (QSYMM16,QSYMM16) -> QSYMM16 |
| 112 | * - (QSYMM16,QSYMM16) -> S32 |
| 113 | * |
| 114 | * |
Michele Di Giorgio | cbbed28 | 2019-12-20 13:26:08 +0000 | [diff] [blame] | 115 | * @param[in] input1 An input tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32. |
Michele Di Giorgio | f6f7876 | 2020-07-06 11:27:21 +0100 | [diff] [blame] | 116 | * @param[in] input2 An input tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32. |
| 117 | * @param[in] output The output tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32. |
Georgios Pinitas | f9d3a0a | 2017-11-03 19:01:44 +0000 | [diff] [blame] | 118 | * @param[in] scale Scale to apply after multiplication. |
Vidhya Sudhan Loganathan | 7485d5a | 2018-07-04 09:34:00 +0100 | [diff] [blame] | 119 | * Scale must be positive and its value must be either 1/255 or 1/2^n where n is between 0 and 15. |
Georgios Pinitas | f9d3a0a | 2017-11-03 19:01:44 +0000 | [diff] [blame] | 120 | * @param[in] overflow_policy Overflow policy. Supported overflow policies: Wrap, Saturate |
| 121 | * @param[in] rounding_policy Rounding policy. Supported rounding modes: to zero, to nearest even. |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 122 | * @param[in] act_info (Optional) Activation layer information in case of a fused activation. |
Georgios Pinitas | f9d3a0a | 2017-11-03 19:01:44 +0000 | [diff] [blame] | 123 | * |
Georgios Pinitas | 631c41a | 2017-12-06 11:53:03 +0000 | [diff] [blame] | 124 | * @return a status |
Georgios Pinitas | f9d3a0a | 2017-11-03 19:01:44 +0000 | [diff] [blame] | 125 | */ |
Georgios Pinitas | 631c41a | 2017-12-06 11:53:03 +0000 | [diff] [blame] | 126 | static Status validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output, float scale, |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 127 | ConvertPolicy overflow_policy, RoundingPolicy rounding_policy, const ActivationLayerInfo &act_info = ActivationLayerInfo()); |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 128 | }; |
Georgios Pinitas | 8be9148 | 2019-03-26 17:23:28 +0000 | [diff] [blame] | 129 | |
| 130 | /** Basic function to run @ref CLComplexPixelWiseMultiplicationKernel. */ |
| 131 | class CLComplexPixelWiseMultiplication : public ICLSimpleFunction |
| 132 | { |
| 133 | public: |
| 134 | /** Initialise the kernel's inputs, output. |
| 135 | * |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 136 | * @param[in, out] input1 An input tensor. Data types supported: F32. Number of channels supported: 2. |
| 137 | * The input tensor is [in, out] because its TensorInfo might be modified inside the kernel in case of broadcasting of dimension 0. |
| 138 | * @param[in, out] input2 An input tensor. Data types supported: same as @p input1. Number of channels supported: same as @p input1. |
| 139 | * The input tensor is [in, out] because its TensorInfo might be modified inside the kernel in case of broadcasting of dimension 0. |
| 140 | * @param[out] output The output tensor, Data types supported: same as @p input1. Number of channels supported: same as @p input1. |
| 141 | * @param[in] act_info (Optional) Activation layer information in case of a fused activation. |
Georgios Pinitas | 8be9148 | 2019-03-26 17:23:28 +0000 | [diff] [blame] | 142 | */ |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 143 | void configure(ICLTensor *input1, ICLTensor *input2, ICLTensor *output, const ActivationLayerInfo &act_info = ActivationLayerInfo()); |
Manuel Bottini | 2b84be5 | 2020-04-08 10:15:51 +0100 | [diff] [blame] | 144 | /** Initialise the kernel's inputs, output. |
| 145 | * |
| 146 | * @param[in] compile_context The compile context to be used. |
| 147 | * @param[in, out] input1 An input tensor. Data types supported: F32. Number of channels supported: 2. |
| 148 | * The input tensor is [in, out] because its TensorInfo might be modified inside the kernel in case of broadcasting of dimension 0. |
| 149 | * @param[in, out] input2 An input tensor. Data types supported: same as @p input1. Number of channels supported: same as @p input1. |
| 150 | * The input tensor is [in, out] because its TensorInfo might be modified inside the kernel in case of broadcasting of dimension 0. |
| 151 | * @param[out] output The output tensor, Data types supported: same as @p input1. Number of channels supported: same as @p input1. |
| 152 | * @param[in] act_info (Optional) Activation layer information in case of a fused activation. |
| 153 | */ |
| 154 | void configure(const CLCompileContext &compile_context, ICLTensor *input1, ICLTensor *input2, ICLTensor *output, const ActivationLayerInfo &act_info = ActivationLayerInfo()); |
Georgios Pinitas | 8be9148 | 2019-03-26 17:23:28 +0000 | [diff] [blame] | 155 | /** Static function to check if given info will lead to a valid configuration of @ref CLComplexPixelWiseMultiplication |
| 156 | * |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 157 | * @param[in] input1 An input tensor info. Data types supported: F32. Number of channels supported: 2. |
| 158 | * @param[in] input2 An input tensor info. Data types supported: same as @p input1. Number of channels supported: same as @p input1. |
| 159 | * @param[in] output The output tensor info, Data types supported: same as @p input1. Number of channels supported: same as @p input1. |
| 160 | * @param[in] act_info (Optional) Activation layer information in case of a fused activation. |
Georgios Pinitas | 8be9148 | 2019-03-26 17:23:28 +0000 | [diff] [blame] | 161 | */ |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 162 | static Status validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output, const ActivationLayerInfo &act_info = ActivationLayerInfo()); |
Georgios Pinitas | 8be9148 | 2019-03-26 17:23:28 +0000 | [diff] [blame] | 163 | }; |
| 164 | } // namespace arm_compute |
Michalis Spyrou | f464337 | 2019-11-29 16:17:13 +0000 | [diff] [blame] | 165 | #endif /*ARM_COMPUTE_CLPIXELWISEMULTIPLICATION_H */ |