Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 1 | /* |
| 2 | * Copyright (c) 2021 Arm Limited. |
| 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 | */ |
Georgios Pinitas | 7891a73 | 2021-08-20 21:39:25 +0100 | [diff] [blame] | 24 | #include "src/cpu/operators/CpuElementwise.h" |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 25 | |
ramelg01 | 3ae3d88 | 2021-09-12 23:07:47 +0100 | [diff] [blame] | 26 | #include "src/common/utils/Log.h" |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame] | 27 | #include "src/core/helpers/WindowHelpers.h" |
Georgios Pinitas | 7891a73 | 2021-08-20 21:39:25 +0100 | [diff] [blame] | 28 | #include "src/cpu/kernels/CpuElementwiseKernel.h" |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 29 | |
| 30 | namespace arm_compute |
| 31 | { |
| 32 | namespace cpu |
| 33 | { |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame] | 34 | void CpuElementwiseBase::run(ITensorPack &tensors) |
| 35 | { |
| 36 | // If the kernel has been configured, use the window from the kernel. |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 37 | if (_kernel->is_window_configured()) |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame] | 38 | { |
| 39 | ICpuOperator::run(tensors); |
| 40 | return; |
| 41 | } |
| 42 | |
| 43 | auto src0_info = tensors.get_const_tensor(TensorType::ACL_SRC_0)->info(); |
| 44 | auto src1_info = tensors.get_const_tensor(TensorType::ACL_SRC_1)->info(); |
Sang-Hoon Park | d0b7b4b | 2021-03-09 10:47:30 +0000 | [diff] [blame] | 45 | auto shape_and_window = compute_output_shape_and_window(src0_info->tensor_shape(), src1_info->tensor_shape()); |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame] | 46 | ICpuOperator::run(tensors, shape_and_window.second); |
| 47 | } |
| 48 | |
Sang-Hoon Park | 6b0bf99 | 2021-02-17 13:12:53 +0000 | [diff] [blame] | 49 | template <ArithmeticOperation op> |
| 50 | void CpuElementwiseArithmetic<op>::configure(const ITensorInfo *src0, const ITensorInfo *src1, ITensorInfo *dst) |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 51 | { |
ramelg01 | 3ae3d88 | 2021-09-12 23:07:47 +0100 | [diff] [blame] | 52 | ARM_COMPUTE_LOG_PARAMS(src0, src1, dst); |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 53 | auto k = std::make_unique<kernels::CpuArithmeticKernel>(); |
Sang-Hoon Park | 6b0bf99 | 2021-02-17 13:12:53 +0000 | [diff] [blame] | 54 | k->configure(op, src0, src1, dst); |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 55 | _kernel = std::move(k); |
| 56 | } |
| 57 | |
Sang-Hoon Park | 6b0bf99 | 2021-02-17 13:12:53 +0000 | [diff] [blame] | 58 | template <ArithmeticOperation op> |
| 59 | Status CpuElementwiseArithmetic<op>::validate(const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst) |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 60 | { |
Sang-Hoon Park | 6b0bf99 | 2021-02-17 13:12:53 +0000 | [diff] [blame] | 61 | return kernels::CpuArithmeticKernel::validate(op, src0, src1, dst); |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 62 | } |
| 63 | |
Sang-Hoon Park | 6b0bf99 | 2021-02-17 13:12:53 +0000 | [diff] [blame] | 64 | template class CpuElementwiseArithmetic<ArithmeticOperation::MAX>; |
| 65 | template class CpuElementwiseArithmetic<ArithmeticOperation::MIN>; |
| 66 | template class CpuElementwiseArithmetic<ArithmeticOperation::SQUARED_DIFF>; |
| 67 | template class CpuElementwiseArithmetic<ArithmeticOperation::PRELU>; |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 68 | |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame] | 69 | void CpuElementwiseDivision::configure(const ITensorInfo *src0, const ITensorInfo *src1, ITensorInfo *dst) |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 70 | { |
ramelg01 | 3ae3d88 | 2021-09-12 23:07:47 +0100 | [diff] [blame] | 71 | ARM_COMPUTE_LOG_PARAMS(src0, src1, dst); |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 72 | auto k = std::make_unique<kernels::CpuDivisionKernel>(); |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame] | 73 | k->configure(src0, src1, dst); |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 74 | _kernel = std::move(k); |
| 75 | } |
| 76 | |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame] | 77 | Status CpuElementwiseDivision::validate(const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst) |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 78 | { |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame] | 79 | return kernels::CpuDivisionKernel::validate(src0, src1, dst); |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 80 | } |
| 81 | |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame] | 82 | void CpuElementwisePower::configure(const ITensorInfo *src0, const ITensorInfo *src1, ITensorInfo *dst) |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 83 | { |
ramelg01 | 3ae3d88 | 2021-09-12 23:07:47 +0100 | [diff] [blame] | 84 | ARM_COMPUTE_LOG_PARAMS(src0, src1, dst); |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 85 | auto k = std::make_unique<kernels::CpuPowerKernel>(); |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame] | 86 | k->configure(src0, src1, dst); |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 87 | _kernel = std::move(k); |
| 88 | } |
| 89 | |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame] | 90 | Status CpuElementwisePower::validate(const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst) |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 91 | { |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame] | 92 | return kernels::CpuPowerKernel::validate(src0, src1, dst); |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 93 | } |
| 94 | |
| 95 | template <ComparisonOperation COP> |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame] | 96 | void CpuElementwiseComparisonStatic<COP>::configure(const ITensorInfo *src0, const ITensorInfo *src1, ITensorInfo *dst) |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 97 | { |
ramelg01 | 3ae3d88 | 2021-09-12 23:07:47 +0100 | [diff] [blame] | 98 | ARM_COMPUTE_LOG_PARAMS(src0, src1, dst); |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 99 | auto k = std::make_unique<kernels::CpuComparisonKernel>(); |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame] | 100 | k->configure(COP, src0, src1, dst); |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 101 | _kernel = std::move(k); |
| 102 | } |
| 103 | |
| 104 | template <ComparisonOperation COP> |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 105 | Status |
| 106 | CpuElementwiseComparisonStatic<COP>::validate(const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst) |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 107 | { |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame] | 108 | return kernels::CpuComparisonKernel::validate(COP, src0, src1, dst); |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 109 | } |
| 110 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 111 | void CpuElementwiseComparison::configure(const ITensorInfo *src0, |
| 112 | const ITensorInfo *src1, |
| 113 | ITensorInfo *dst, |
| 114 | ComparisonOperation op) |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 115 | { |
ramelg01 | 3ae3d88 | 2021-09-12 23:07:47 +0100 | [diff] [blame] | 116 | ARM_COMPUTE_LOG_PARAMS(src0, src1, dst); |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 117 | auto k = std::make_unique<kernels::CpuComparisonKernel>(); |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame] | 118 | k->configure(op, src0, src1, dst); |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 119 | _kernel = std::move(k); |
| 120 | } |
| 121 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 122 | Status CpuElementwiseComparison::validate(const ITensorInfo *src0, |
| 123 | const ITensorInfo *src1, |
| 124 | const ITensorInfo *dst, |
| 125 | ComparisonOperation op) |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 126 | { |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame] | 127 | return kernels::CpuComparisonKernel::validate(op, src0, src1, dst); |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 128 | } |
| 129 | |
| 130 | // Supported Specializations |
| 131 | template class CpuElementwiseComparisonStatic<ComparisonOperation::Equal>; |
| 132 | template class CpuElementwiseComparisonStatic<ComparisonOperation::NotEqual>; |
| 133 | template class CpuElementwiseComparisonStatic<ComparisonOperation::Greater>; |
| 134 | template class CpuElementwiseComparisonStatic<ComparisonOperation::GreaterEqual>; |
| 135 | template class CpuElementwiseComparisonStatic<ComparisonOperation::Less>; |
| 136 | template class CpuElementwiseComparisonStatic<ComparisonOperation::LessEqual>; |
| 137 | } // namespace cpu |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 138 | } // namespace arm_compute |