Michalis Spyrou | 7e9391b | 2018-10-05 14:49:28 +0100 | [diff] [blame] | 1 | /* |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 2 | * Copyright (c) 2018-2021 Arm Limited. |
Michalis Spyrou | 7e9391b | 2018-10-05 14:49:28 +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_CL_REDUCE_MEAN_H |
| 25 | #define ARM_COMPUTE_CL_REDUCE_MEAN_H |
Michalis Spyrou | 7e9391b | 2018-10-05 14:49:28 +0100 | [diff] [blame] | 26 | |
| 27 | #include "arm_compute/runtime/CL/ICLSimpleFunction.h" |
Manuel Bottini | c58f0ad | 2020-08-07 16:49:15 +0100 | [diff] [blame] | 28 | #include "arm_compute/runtime/CL/functions/CLDequantizationLayer.h" |
giuros01 | 164a272 | 2018-11-20 18:34:46 +0000 | [diff] [blame] | 29 | #include "arm_compute/runtime/CL/functions/CLElementwiseOperations.h" |
Manuel Bottini | c58f0ad | 2020-08-07 16:49:15 +0100 | [diff] [blame] | 30 | #include "arm_compute/runtime/CL/functions/CLQuantizationLayer.h" |
Michalis Spyrou | 7e9391b | 2018-10-05 14:49:28 +0100 | [diff] [blame] | 31 | #include "arm_compute/runtime/CL/functions/CLReductionOperation.h" |
| 32 | #include "arm_compute/runtime/CL/functions/CLReshapeLayer.h" |
| 33 | #include "arm_compute/runtime/IMemoryManager.h" |
| 34 | |
| 35 | namespace arm_compute |
| 36 | { |
| 37 | // Forward Declarations |
| 38 | class ICLTensor; |
| 39 | |
| 40 | /** Basic function to perform reduce operation */ |
| 41 | class CLReduceMean : public IFunction |
| 42 | { |
| 43 | public: |
| 44 | /** Default constructor */ |
| 45 | CLReduceMean(std::shared_ptr<IMemoryManager> memory_manager = nullptr); |
| 46 | /** Configure kernel |
| 47 | * |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 48 | * Valid data layouts: |
| 49 | * - All |
| 50 | * |
| 51 | * Valid data type configurations: |
| 52 | * |src |dst | |
| 53 | * |:--------------|:--------------| |
| 54 | * |QASYMM8 |QASYMM8 | |
| 55 | * |QASYMM8_SIGNED |QASYMM8_SIGNED | |
| 56 | * |F16 |F16 | |
| 57 | * |F32 |F32 | |
| 58 | * |
Michalis Spyrou | 7e9391b | 2018-10-05 14:49:28 +0100 | [diff] [blame] | 59 | * @note Supported tensor rank: up to 4 |
| 60 | * |
Michalis Spyrou | 0b18d97 | 2020-01-30 18:11:13 +0000 | [diff] [blame] | 61 | * @param[in] input Source tensor. Data type supported: QASYMM8/QASYMM8_SIGNED/F16/F32 |
Michalis Spyrou | 7e9391b | 2018-10-05 14:49:28 +0100 | [diff] [blame] | 62 | * @param[in] reduction_axis Reduction axis vector. |
| 63 | * @param[in] keep_dims If positive, retains reduced dimensions with length 1. |
| 64 | * @param[out] output Destination tensor. Data type supported: Same as @p input |
| 65 | */ |
| 66 | void configure(ICLTensor *input, const Coordinates &reduction_axis, bool keep_dims, ICLTensor *output); |
Manuel Bottini | 2b84be5 | 2020-04-08 10:15:51 +0100 | [diff] [blame] | 67 | /** Configure kernel |
| 68 | * |
| 69 | * @note Supported tensor rank: up to 4 |
| 70 | * |
| 71 | * @param[in] compile_context The compile context to be used. |
| 72 | * @param[in] input Source tensor. Data type supported: QASYMM8/QASYMM8_SIGNED/F16/F32 |
| 73 | * @param[in] reduction_axis Reduction axis vector. |
| 74 | * @param[in] keep_dims If positive, retains reduced dimensions with length 1. |
| 75 | * @param[out] output Destination tensor. Data type supported: Same as @p input |
| 76 | */ |
| 77 | void configure(const CLCompileContext &compile_context, ICLTensor *input, const Coordinates &reduction_axis, bool keep_dims, ICLTensor *output); |
Michalis Spyrou | 7e9391b | 2018-10-05 14:49:28 +0100 | [diff] [blame] | 78 | |
| 79 | /** Static function to check if given info will lead to a valid configuration of @ref CLReduceMean |
| 80 | * |
Michalis Spyrou | 0b18d97 | 2020-01-30 18:11:13 +0000 | [diff] [blame] | 81 | * @param[in] input Source tensor. Data type supported: QASYMM8/QASYMM8_SIGNED/F16/F32 |
Michalis Spyrou | 7e9391b | 2018-10-05 14:49:28 +0100 | [diff] [blame] | 82 | * @param[in] reduction_axis Reduction axis vector. |
| 83 | * @param[in] keep_dims If positive, retains reduced dimensions with length 1. |
| 84 | * @param[in] output Destination tensor. Data type supported: Same as @p input |
| 85 | * |
| 86 | * @return A status |
| 87 | */ |
| 88 | static Status validate(const ITensorInfo *input, const Coordinates &reduction_axis, bool keep_dims, const ITensorInfo *output); |
| 89 | |
| 90 | // Inherited methods overridden: |
| 91 | void run() override; |
| 92 | |
| 93 | private: |
Georgios Pinitas | 26014cf | 2019-09-09 19:00:57 +0100 | [diff] [blame] | 94 | MemoryGroup _memory_group; |
Michalis Spyrou | bcfd09a | 2019-05-01 13:03:59 +0100 | [diff] [blame] | 95 | std::vector<CLReductionOperation> _reduction_kernels; |
| 96 | std::vector<CLTensor> _reduced_outs; |
| 97 | CLReshapeLayer _reshape; |
Manuel Bottini | c58f0ad | 2020-08-07 16:49:15 +0100 | [diff] [blame] | 98 | CLDequantizationLayer _dequant; |
| 99 | CLQuantizationLayer _requant; |
Pablo Tello | a0a4ba1 | 2019-12-11 13:04:34 +0000 | [diff] [blame] | 100 | int _reduction_ops; |
Michalis Spyrou | bcfd09a | 2019-05-01 13:03:59 +0100 | [diff] [blame] | 101 | bool _keep_dims; |
Manuel Bottini | c58f0ad | 2020-08-07 16:49:15 +0100 | [diff] [blame] | 102 | bool _do_requant; |
| 103 | CLTensor _input_no_quant; |
| 104 | CLTensor _output_no_quant; |
Michalis Spyrou | 7e9391b | 2018-10-05 14:49:28 +0100 | [diff] [blame] | 105 | }; |
| 106 | } // namespace arm_compute |
Michalis Spyrou | f464337 | 2019-11-29 16:17:13 +0000 | [diff] [blame] | 107 | #endif /* ARM_COMPUTE_CL_REDUCE_MEAN_H */ |