Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 1 | /* |
Giorgio Arena | 3ecf9fe | 2021-04-28 16:11:51 +0100 | [diff] [blame] | 2 | * Copyright (c) 2017-2021 Arm Limited. |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +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 | */ |
Manuel Bottini | 7b9998d | 2019-10-21 17:59:07 +0100 | [diff] [blame] | 24 | #ifndef ARM_COMPUTE_CLREDUCTIONOPERATIONKERNEL_H |
| 25 | #define ARM_COMPUTE_CLREDUCTIONOPERATIONKERNEL_H |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 26 | |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 27 | #include "arm_compute/core/Types.h" |
Sang-Hoon Park | bef7fa2 | 2020-10-21 15:58:54 +0100 | [diff] [blame] | 28 | #include "src/core/CL/ICLKernel.h" |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 29 | |
| 30 | namespace arm_compute |
| 31 | { |
| 32 | class ICLTensor; |
| 33 | |
Michele Di Giorgio | 9637b2e | 2019-09-23 16:49:49 +0100 | [diff] [blame] | 34 | /** Interface for the reduction operation kernel |
Michele Di Giorgio | 9637b2e | 2019-09-23 16:49:49 +0100 | [diff] [blame] | 35 | */ |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 36 | class CLReductionOperationKernel : public ICLKernel |
| 37 | { |
| 38 | public: |
| 39 | /** Default constructor */ |
| 40 | CLReductionOperationKernel(); |
| 41 | /** Prevent instances of this class from being copied (As this class contains pointers) */ |
| 42 | CLReductionOperationKernel(const CLReductionOperationKernel &) = delete; |
| 43 | /** Prevent instances of this class from being copied (As this class contains pointers) */ |
| 44 | CLReductionOperationKernel &operator=(const CLReductionOperationKernel &) = delete; |
| 45 | /** Allow instances of this class to be moved */ |
| 46 | CLReductionOperationKernel(CLReductionOperationKernel &&) = default; |
| 47 | /** Allow instances of this class to be moved */ |
| 48 | CLReductionOperationKernel &operator=(CLReductionOperationKernel &&) = default; |
| 49 | /** Default destructor */ |
| 50 | ~CLReductionOperationKernel() = default; |
| 51 | |
| 52 | /** Set the input and output tensors. |
| 53 | * |
Michalis Spyrou | 0b18d97 | 2020-01-30 18:11:13 +0000 | [diff] [blame] | 54 | * @param[in] input Source tensor. Data types supported: QASYMM8/QASYMM8_SIGNED/S32/F16/F32. |
Manuel Bottini | 7b9998d | 2019-10-21 17:59:07 +0100 | [diff] [blame] | 55 | * @param[out] output Destination tensor. Data types and data layouts supported: Same as @p input. |
John Richardson | 62385bc | 2018-04-20 13:11:36 +0100 | [diff] [blame] | 56 | * Output will have the same number of dimensions as input. |
Michalis Spyrou | 7e9391b | 2018-10-05 14:49:28 +0100 | [diff] [blame] | 57 | * @param[in] axis Axis along which to reduce. Supported reduction axis : 0,1,2,3 |
Manuel Bottini | 7b9998d | 2019-10-21 17:59:07 +0100 | [diff] [blame] | 58 | * @param[in] op Reduction operation to perform. Operations supported: MEAN_SUM, PROD, SUM_SQUARE, SUM, MIN, MAX |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 59 | */ |
Giorgio Arena | 3ecf9fe | 2021-04-28 16:11:51 +0100 | [diff] [blame] | 60 | void configure(const ICLTensor *input, ICLTensor *output, unsigned int axis, ReductionOperation op); |
Manuel Bottini | 4c6bd51 | 2020-04-08 10:15:51 +0100 | [diff] [blame] | 61 | /** Set the input and output tensors. |
| 62 | * |
| 63 | * @param[in] compile_context The compile context to be used. |
| 64 | * @param[in] input Source tensor. Data types supported: QASYMM8/QASYMM8_SIGNED/S32/F16/F32. |
| 65 | * @param[out] output Destination tensor. Data types and data layouts supported: Same as @p input. |
| 66 | * Output will have the same number of dimensions as input. |
| 67 | * @param[in] axis Axis along which to reduce. Supported reduction axis : 0,1,2,3 |
| 68 | * @param[in] op Reduction operation to perform. Operations supported: MEAN_SUM, PROD, SUM_SQUARE, SUM, MIN, MAX |
Manuel Bottini | 4c6bd51 | 2020-04-08 10:15:51 +0100 | [diff] [blame] | 69 | */ |
Giorgio Arena | 3ecf9fe | 2021-04-28 16:11:51 +0100 | [diff] [blame] | 70 | void configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *output, unsigned int axis, ReductionOperation op); |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 71 | |
John Richardson | 62385bc | 2018-04-20 13:11:36 +0100 | [diff] [blame] | 72 | /** Static function to check if given info will lead to a valid configuration of @ref CLReductionOperationKernel. |
| 73 | * |
Michalis Spyrou | 0b18d97 | 2020-01-30 18:11:13 +0000 | [diff] [blame] | 74 | * @param[in] input Source tensor info. Data types supported: QASYMM8/QASYMM8_SIGNED/S32/F16/F32. |
Manuel Bottini | 7b9998d | 2019-10-21 17:59:07 +0100 | [diff] [blame] | 75 | * @param[in] output Destination tensor info. Data types and data layouts supported: Same as @p input. |
John Richardson | 62385bc | 2018-04-20 13:11:36 +0100 | [diff] [blame] | 76 | * Output will have the same number of dimensions as input. |
Michalis Spyrou | 7e9391b | 2018-10-05 14:49:28 +0100 | [diff] [blame] | 77 | * @param[in] axis Axis along which to reduce. Supported reduction axis : 0,1,2,3 |
Manuel Bottini | 7b9998d | 2019-10-21 17:59:07 +0100 | [diff] [blame] | 78 | * @param[in] op Reduction operation to perform. Operations supported: MEAN_SUM, PROD, SUM_SQUARE, SUM, MIN, MAX |
John Richardson | 62385bc | 2018-04-20 13:11:36 +0100 | [diff] [blame] | 79 | * |
| 80 | * @return a status |
| 81 | */ |
Giorgio Arena | 3ecf9fe | 2021-04-28 16:11:51 +0100 | [diff] [blame] | 82 | static Status validate(const ITensorInfo *input, const ITensorInfo *output, unsigned int axis, ReductionOperation op); |
John Richardson | 62385bc | 2018-04-20 13:11:36 +0100 | [diff] [blame] | 83 | |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 84 | // Inherited methods overridden: |
| 85 | void run(const Window &window, cl::CommandQueue &queue) override; |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 86 | |
| 87 | private: |
| 88 | const ICLTensor *_input; |
| 89 | ICLTensor *_output; |
| 90 | unsigned int _reduction_axis; |
| 91 | ReductionOperation _op; |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 92 | }; |
Gian Marco Iodice | f670a0a | 2017-09-18 12:20:45 +0100 | [diff] [blame] | 93 | } // namespace arm_compute |
Manuel Bottini | 7b9998d | 2019-10-21 17:59:07 +0100 | [diff] [blame] | 94 | #endif /*ARM_COMPUTE_CLREDUCTIONOPERATIONKERNEL_H */ |