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 | */ |
| 24 | #include "src/runtime/cpu/operators/CpuElementwise.h" |
| 25 | #include "src/core/cpu/kernels/CpuElementwiseKernel.h" |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame^] | 26 | #include "src/core/helpers/WindowHelpers.h" |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 27 | |
| 28 | namespace arm_compute |
| 29 | { |
| 30 | namespace cpu |
| 31 | { |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame^] | 32 | void CpuElementwiseBase::run(ITensorPack &tensors) |
| 33 | { |
| 34 | // If the kernel has been configured, use the window from the kernel. |
| 35 | if(_kernel->is_window_configured()) |
| 36 | { |
| 37 | ICpuOperator::run(tensors); |
| 38 | return; |
| 39 | } |
| 40 | |
| 41 | auto src0_info = tensors.get_const_tensor(TensorType::ACL_SRC_0)->info(); |
| 42 | auto src1_info = tensors.get_const_tensor(TensorType::ACL_SRC_1)->info(); |
| 43 | auto shape_and_window = compute_output_shape_and_window(*src0_info, *src1_info); |
| 44 | ICpuOperator::run(tensors, shape_and_window.second); |
| 45 | } |
| 46 | |
| 47 | void CpuElementwiseMax::configure(const ITensorInfo *src0, const ITensorInfo *src1, ITensorInfo *dst) |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 48 | { |
| 49 | auto k = std::make_unique<kernels::CpuArithmeticKernel>(); |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame^] | 50 | k->configure(ArithmeticOperation::MAX, src0, src1, dst); |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 51 | _kernel = std::move(k); |
| 52 | } |
| 53 | |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame^] | 54 | Status CpuElementwiseMax::validate(const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst) |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 55 | { |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame^] | 56 | return kernels::CpuArithmeticKernel::validate(ArithmeticOperation::MAX, src0, src1, dst); |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 57 | } |
| 58 | |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame^] | 59 | void CpuElementwiseMin::configure(const ITensorInfo *src0, const ITensorInfo *src1, ITensorInfo *dst) |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 60 | { |
| 61 | auto k = std::make_unique<kernels::CpuArithmeticKernel>(); |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame^] | 62 | k->configure(ArithmeticOperation::MIN, src0, src1, dst); |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 63 | _kernel = std::move(k); |
| 64 | } |
| 65 | |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame^] | 66 | Status CpuElementwiseMin::validate(const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst) |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 67 | { |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame^] | 68 | return kernels::CpuArithmeticKernel::validate(ArithmeticOperation::MIN, src0, src1, dst); |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 69 | } |
| 70 | |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame^] | 71 | void CpuElementwiseSquaredDiff::configure(const ITensorInfo *src0, const ITensorInfo *src1, ITensorInfo *dst) |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 72 | { |
| 73 | auto k = std::make_unique<kernels::CpuArithmeticKernel>(); |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame^] | 74 | k->configure(ArithmeticOperation::SQUARED_DIFF, src0, src1, dst); |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 75 | _kernel = std::move(k); |
| 76 | } |
| 77 | |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame^] | 78 | Status CpuElementwiseSquaredDiff::validate(const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst) |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 79 | { |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame^] | 80 | return kernels::CpuArithmeticKernel::validate(ArithmeticOperation::SQUARED_DIFF, src0, src1, dst); |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 81 | } |
| 82 | |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame^] | 83 | void CpuElementwiseDivision::configure(const ITensorInfo *src0, const ITensorInfo *src1, ITensorInfo *dst) |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 84 | { |
| 85 | auto k = std::make_unique<kernels::CpuDivisionKernel>(); |
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 CpuElementwiseDivision::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::CpuDivisionKernel::validate(src0, src1, dst); |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 93 | } |
| 94 | |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame^] | 95 | void CpuElementwisePower::configure(const ITensorInfo *src0, const ITensorInfo *src1, ITensorInfo *dst) |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 96 | { |
| 97 | auto k = std::make_unique<kernels::CpuPowerKernel>(); |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame^] | 98 | k->configure(src0, src1, dst); |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 99 | _kernel = std::move(k); |
| 100 | } |
| 101 | |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame^] | 102 | 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] | 103 | { |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame^] | 104 | return kernels::CpuPowerKernel::validate(src0, src1, dst); |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 105 | } |
| 106 | |
| 107 | template <ComparisonOperation COP> |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame^] | 108 | 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] | 109 | { |
| 110 | auto k = std::make_unique<kernels::CpuComparisonKernel>(); |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame^] | 111 | k->configure(COP, src0, src1, dst); |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 112 | _kernel = std::move(k); |
| 113 | } |
| 114 | |
| 115 | template <ComparisonOperation COP> |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame^] | 116 | Status 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] | 117 | { |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame^] | 118 | return kernels::CpuComparisonKernel::validate(COP, src0, src1, dst); |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 119 | } |
| 120 | |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame^] | 121 | void CpuElementwiseComparison::configure(const ITensorInfo *src0, const ITensorInfo *src1, ITensorInfo *dst, ComparisonOperation op) |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 122 | { |
| 123 | auto k = std::make_unique<kernels::CpuComparisonKernel>(); |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame^] | 124 | k->configure(op, src0, src1, dst); |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 125 | _kernel = std::move(k); |
| 126 | } |
| 127 | |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame^] | 128 | Status CpuElementwiseComparison::validate(const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst, ComparisonOperation op) |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 129 | { |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame^] | 130 | return kernels::CpuComparisonKernel::validate(op, src0, src1, dst); |
Sang-Hoon Park | 63001ac | 2021-01-18 14:20:27 +0000 | [diff] [blame] | 131 | } |
| 132 | |
| 133 | // Supported Specializations |
| 134 | template class CpuElementwiseComparisonStatic<ComparisonOperation::Equal>; |
| 135 | template class CpuElementwiseComparisonStatic<ComparisonOperation::NotEqual>; |
| 136 | template class CpuElementwiseComparisonStatic<ComparisonOperation::Greater>; |
| 137 | template class CpuElementwiseComparisonStatic<ComparisonOperation::GreaterEqual>; |
| 138 | template class CpuElementwiseComparisonStatic<ComparisonOperation::Less>; |
| 139 | template class CpuElementwiseComparisonStatic<ComparisonOperation::LessEqual>; |
| 140 | } // namespace cpu |
| 141 | } // namespace arm_compute |