George Wort | 5a97b28 | 2018-12-21 16:21:04 +0000 | [diff] [blame] | 1 | /* |
Giorgio Arena | 5ae8d80 | 2021-11-18 18:02:13 +0000 | [diff] [blame] | 2 | * Copyright (c) 2018-2022 Arm Limited. |
George Wort | 5a97b28 | 2018-12-21 16:21:04 +0000 | [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 | */ |
Georgios Pinitas | 7891a73 | 2021-08-20 21:39:25 +0100 | [diff] [blame] | 24 | #include "src/cpu/kernels/CpuElementwiseUnaryKernel.h" |
George Wort | 5a97b28 | 2018-12-21 16:21:04 +0000 | [diff] [blame] | 25 | |
George Wort | 5a97b28 | 2018-12-21 16:21:04 +0000 | [diff] [blame] | 26 | #include "arm_compute/core/Error.h" |
| 27 | #include "arm_compute/core/Helpers.h" |
George Wort | 5a97b28 | 2018-12-21 16:21:04 +0000 | [diff] [blame] | 28 | #include "arm_compute/core/ITensor.h" |
George Wort | 5a97b28 | 2018-12-21 16:21:04 +0000 | [diff] [blame] | 29 | #include "arm_compute/core/Validate.h" |
Sang-Hoon Park | 68dd25f | 2020-10-19 16:00:11 +0100 | [diff] [blame] | 30 | #include "src/core/CPP/Validate.h" |
Sang-Hoon Park | af1870b | 2020-12-08 18:50:56 +0000 | [diff] [blame] | 31 | #include "src/core/common/Registrars.h" |
Sang-Hoon Park | 68dd25f | 2020-10-19 16:00:11 +0100 | [diff] [blame] | 32 | #include "src/core/helpers/AutoConfiguration.h" |
| 33 | #include "src/core/helpers/WindowHelpers.h" |
Dana Zlotnik | d5c496d | 2021-11-28 14:46:12 +0200 | [diff] [blame] | 34 | #include "src/cpu/kernels/elementwise_unary/list.h" |
Michalis Spyrou | e6bcb5b | 2019-06-07 11:47:16 +0100 | [diff] [blame] | 35 | #include "support/ToolchainSupport.h" |
George Wort | 5a97b28 | 2018-12-21 16:21:04 +0000 | [diff] [blame] | 36 | |
George Wort | 5a97b28 | 2018-12-21 16:21:04 +0000 | [diff] [blame] | 37 | namespace arm_compute |
| 38 | { |
Sang-Hoon Park | 7249f15 | 2021-01-22 11:55:03 +0000 | [diff] [blame] | 39 | namespace cpu |
| 40 | { |
| 41 | namespace kernels |
| 42 | { |
George Wort | 5a97b28 | 2018-12-21 16:21:04 +0000 | [diff] [blame] | 43 | namespace |
| 44 | { |
Giorgio Arena | 5ae8d80 | 2021-11-18 18:02:13 +0000 | [diff] [blame] | 45 | static const std::vector<CpuElementwiseUnaryKernel::ElementwiseUnaryKernel> available_kernels = |
Sang-Hoon Park | af1870b | 2020-12-08 18:50:56 +0000 | [diff] [blame] | 46 | { |
Michalis Spyrou | 20fca52 | 2021-06-07 14:23:57 +0100 | [diff] [blame] | 47 | #if defined(ARM_COMPUTE_ENABLE_SVE) |
George Wort | 5a97b28 | 2018-12-21 16:21:04 +0000 | [diff] [blame] | 48 | { |
Georgios Pinitas | 5ee0d95 | 2021-07-05 07:21:28 +0100 | [diff] [blame] | 49 | "sve_fp32_elementwise_unary", |
Giorgio Arena | 5ae8d80 | 2021-11-18 18:02:13 +0000 | [diff] [blame] | 50 | [](const DataTypeISASelectorData & data) |
| 51 | { |
| 52 | return data.dt == DataType::F32 && data.isa.sve; |
| 53 | }, |
Dana Zlotnik | d5c496d | 2021-11-28 14:46:12 +0200 | [diff] [blame] | 54 | REGISTER_FP32_SVE(sve_fp32_elementwise_unary) |
Sang-Hoon Park | af1870b | 2020-12-08 18:50:56 +0000 | [diff] [blame] | 55 | }, |
| 56 | { |
Georgios Pinitas | 5ee0d95 | 2021-07-05 07:21:28 +0100 | [diff] [blame] | 57 | "sve_fp16_elementwise_unary", |
Giorgio Arena | 5ae8d80 | 2021-11-18 18:02:13 +0000 | [diff] [blame] | 58 | [](const DataTypeISASelectorData & data) |
| 59 | { |
| 60 | return (data.dt == DataType::F16) && data.isa.sve; |
| 61 | }, |
Dana Zlotnik | d5c496d | 2021-11-28 14:46:12 +0200 | [diff] [blame] | 62 | REGISTER_FP16_SVE(sve_fp16_elementwise_unary), |
Sang-Hoon Park | af1870b | 2020-12-08 18:50:56 +0000 | [diff] [blame] | 63 | }, |
| 64 | { |
Georgios Pinitas | 5ee0d95 | 2021-07-05 07:21:28 +0100 | [diff] [blame] | 65 | "sve_s32_elementwise_unary", |
Giorgio Arena | 5ae8d80 | 2021-11-18 18:02:13 +0000 | [diff] [blame] | 66 | [](const DataTypeISASelectorData & data) { return data.dt == DataType::S32 && data.isa.sve; }, |
Dana Zlotnik | d5c496d | 2021-11-28 14:46:12 +0200 | [diff] [blame] | 67 | REGISTER_INTEGER_SVE(sve_s32_elementwise_unary), |
Sang-Hoon Park | af1870b | 2020-12-08 18:50:56 +0000 | [diff] [blame] | 68 | }, |
Michalis Spyrou | 20fca52 | 2021-06-07 14:23:57 +0100 | [diff] [blame] | 69 | #endif // defined(ARM_COMPUTE_ENABLE_SVE) |
| 70 | #if defined(ARM_COMPUTE_ENABLE_NEON) |
Sang-Hoon Park | af1870b | 2020-12-08 18:50:56 +0000 | [diff] [blame] | 71 | { |
Georgios Pinitas | 5ee0d95 | 2021-07-05 07:21:28 +0100 | [diff] [blame] | 72 | "neon_fp32_elementwise_unary", |
Giorgio Arena | 5ae8d80 | 2021-11-18 18:02:13 +0000 | [diff] [blame] | 73 | [](const DataTypeISASelectorData & data) { return data.dt == DataType::F32; }, |
Dana Zlotnik | d5c496d | 2021-11-28 14:46:12 +0200 | [diff] [blame] | 74 | REGISTER_FP32_NEON(neon_fp32_elementwise_unary), |
Sang-Hoon Park | af1870b | 2020-12-08 18:50:56 +0000 | [diff] [blame] | 75 | }, |
| 76 | #if defined(__ARM_FEATURE_FP16_VECTOR_ARITHMETIC) |
| 77 | { |
Georgios Pinitas | 5ee0d95 | 2021-07-05 07:21:28 +0100 | [diff] [blame] | 78 | "neon_fp16_elementwise_unary", |
Giorgio Arena | 5ae8d80 | 2021-11-18 18:02:13 +0000 | [diff] [blame] | 79 | [](const DataTypeISASelectorData & data) { return data.dt == DataType::F16 && data.isa.fp16; }, |
Dana Zlotnik | 8d8208c | 2022-01-24 09:13:55 +0200 | [diff] [blame^] | 80 | REGISTER_FP16_NEON(neon_fp16_elementwise_unary), |
Sang-Hoon Park | af1870b | 2020-12-08 18:50:56 +0000 | [diff] [blame] | 81 | }, |
| 82 | #endif // defined(__ARM_FEATURE_FP16_VECTOR_ARITHMETIC) |
| 83 | { |
Georgios Pinitas | 5ee0d95 | 2021-07-05 07:21:28 +0100 | [diff] [blame] | 84 | "neon_s32_elementwise_unary", |
Giorgio Arena | 5ae8d80 | 2021-11-18 18:02:13 +0000 | [diff] [blame] | 85 | [](const DataTypeISASelectorData & data) { return data.dt == DataType::S32; }, |
Dana Zlotnik | d5c496d | 2021-11-28 14:46:12 +0200 | [diff] [blame] | 86 | REGISTER_INTEGER_NEON(neon_s32_elementwise_unary), |
Sang-Hoon Park | af1870b | 2020-12-08 18:50:56 +0000 | [diff] [blame] | 87 | }, |
Michalis Spyrou | 20fca52 | 2021-06-07 14:23:57 +0100 | [diff] [blame] | 88 | #endif // defined(ARM_COMPUTE_ENABLE_NEON) |
Sang-Hoon Park | af1870b | 2020-12-08 18:50:56 +0000 | [diff] [blame] | 89 | }; |
| 90 | |
Michalis Spyrou | 18e20ff | 2020-05-06 17:03:59 +0100 | [diff] [blame] | 91 | } // namespace |
George Wort | 5a97b28 | 2018-12-21 16:21:04 +0000 | [diff] [blame] | 92 | |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame] | 93 | void CpuElementwiseUnaryKernel::configure(ElementWiseUnary op, const ITensorInfo &src, ITensorInfo &dst) |
George Wort | 5a97b28 | 2018-12-21 16:21:04 +0000 | [diff] [blame] | 94 | { |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame] | 95 | ARM_COMPUTE_ERROR_THROW_ON(validate(op, src, dst)); |
Giorgio Arena | 5ae8d80 | 2021-11-18 18:02:13 +0000 | [diff] [blame] | 96 | const auto uk = CpuElementwiseUnaryKernel::get_implementation(DataTypeISASelectorData{ src.data_type(), CPUInfo::get().get_isa() }); |
Georgios Pinitas | 5ee0d95 | 2021-07-05 07:21:28 +0100 | [diff] [blame] | 97 | ARM_COMPUTE_ERROR_ON(uk == nullptr || uk->ukernel == nullptr); |
George Wort | 5a97b28 | 2018-12-21 16:21:04 +0000 | [diff] [blame] | 98 | |
Georgios Pinitas | 5ee0d95 | 2021-07-05 07:21:28 +0100 | [diff] [blame] | 99 | _op = op; |
| 100 | _run_method = uk->ukernel; |
| 101 | _name = std::string("CpuElementwiseUnaryKernel").append("/").append(uk->name); |
George Wort | 5a97b28 | 2018-12-21 16:21:04 +0000 | [diff] [blame] | 102 | |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame] | 103 | // If input shape is dynamic, expect a configured window and dst at run-time. |
| 104 | if(src.is_dynamic()) |
| 105 | { |
| 106 | return; |
| 107 | } |
| 108 | |
Sang-Hoon Park | d0b7b4b | 2021-03-09 10:47:30 +0000 | [diff] [blame] | 109 | auto shape_and_window = compute_output_shape_and_window(src.tensor_shape()); |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame] | 110 | auto_init_if_empty(dst, shape_and_window.first, 1, src.data_type()); |
Giorgio Arena | 5ae8d80 | 2021-11-18 18:02:13 +0000 | [diff] [blame] | 111 | NewICpuKernel::configure(shape_and_window.second); |
George Wort | 5a97b28 | 2018-12-21 16:21:04 +0000 | [diff] [blame] | 112 | } |
| 113 | |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame] | 114 | Status CpuElementwiseUnaryKernel::validate(ElementWiseUnary op, const ITensorInfo &src, const ITensorInfo &dst) |
George Wort | 5a97b28 | 2018-12-21 16:21:04 +0000 | [diff] [blame] | 115 | { |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame] | 116 | ARM_COMPUTE_RETURN_ERROR_ON_CPU_F16_UNSUPPORTED(&src); |
Sang-Hoon Park | af1870b | 2020-12-08 18:50:56 +0000 | [diff] [blame] | 117 | |
Giorgio Arena | 5ae8d80 | 2021-11-18 18:02:13 +0000 | [diff] [blame] | 118 | const auto *uk = CpuElementwiseUnaryKernel::get_implementation(DataTypeISASelectorData{ src.data_type(), CPUInfo::get().get_isa() }); |
| 119 | |
Sang-Hoon Park | af1870b | 2020-12-08 18:50:56 +0000 | [diff] [blame] | 120 | ARM_COMPUTE_RETURN_ERROR_ON(uk == nullptr || uk->ukernel == nullptr); |
| 121 | |
Michalis Spyrou | 18e20ff | 2020-05-06 17:03:59 +0100 | [diff] [blame] | 122 | switch(op) |
| 123 | { |
| 124 | case ElementWiseUnary::EXP: |
| 125 | case ElementWiseUnary::RSQRT: |
| 126 | case ElementWiseUnary::LOG: |
| 127 | case ElementWiseUnary::ROUND: |
| 128 | case ElementWiseUnary::SIN: |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame] | 129 | ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(&src, 1, DataType::F16, DataType::F32); |
Michalis Spyrou | 18e20ff | 2020-05-06 17:03:59 +0100 | [diff] [blame] | 130 | break; |
| 131 | case ElementWiseUnary::NEG: |
| 132 | case ElementWiseUnary::ABS: |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame] | 133 | ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(&src, 1, DataType::F16, DataType::F32, DataType::S32); |
Michalis Spyrou | 18e20ff | 2020-05-06 17:03:59 +0100 | [diff] [blame] | 134 | break; |
| 135 | default: |
| 136 | ARM_COMPUTE_ERROR("ElementWiseUnary operation not supported"); |
| 137 | } |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame] | 138 | // Validate in case of configured dst |
| 139 | if(dst.total_size() > 0) |
Michalis Spyrou | 18e20ff | 2020-05-06 17:03:59 +0100 | [diff] [blame] | 140 | { |
Sang-Hoon Park | 668ccdc | 2021-02-03 10:32:59 +0000 | [diff] [blame] | 141 | ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(&src, &dst); |
Michalis Spyrou | 18e20ff | 2020-05-06 17:03:59 +0100 | [diff] [blame] | 142 | } |
| 143 | |
George Wort | 5a97b28 | 2018-12-21 16:21:04 +0000 | [diff] [blame] | 144 | return Status{}; |
| 145 | } |
| 146 | |
Sang-Hoon Park | 7249f15 | 2021-01-22 11:55:03 +0000 | [diff] [blame] | 147 | void CpuElementwiseUnaryKernel::run_op(ITensorPack &tensors, const Window &window, const ThreadInfo &info) |
George Wort | 5a97b28 | 2018-12-21 16:21:04 +0000 | [diff] [blame] | 148 | { |
| 149 | ARM_COMPUTE_UNUSED(info); |
Sang-Hoon Park | 7249f15 | 2021-01-22 11:55:03 +0000 | [diff] [blame] | 150 | |
Georgios Pinitas | 5ee0d95 | 2021-07-05 07:21:28 +0100 | [diff] [blame] | 151 | auto src = tensors.get_const_tensor(TensorType::ACL_SRC); |
| 152 | auto dst = tensors.get_tensor(TensorType::ACL_DST); |
| 153 | |
| 154 | _run_method(src, dst, window, _op); |
George Wort | 5a97b28 | 2018-12-21 16:21:04 +0000 | [diff] [blame] | 155 | } |
Georgios Pinitas | 2eb5d16 | 2021-07-02 09:01:49 +0100 | [diff] [blame] | 156 | |
| 157 | const char *CpuElementwiseUnaryKernel::name() const |
| 158 | { |
Georgios Pinitas | 5ee0d95 | 2021-07-05 07:21:28 +0100 | [diff] [blame] | 159 | return _name.c_str(); |
Georgios Pinitas | 2eb5d16 | 2021-07-02 09:01:49 +0100 | [diff] [blame] | 160 | } |
Giorgio Arena | 5ae8d80 | 2021-11-18 18:02:13 +0000 | [diff] [blame] | 161 | |
| 162 | const std::vector<CpuElementwiseUnaryKernel::ElementwiseUnaryKernel> &CpuElementwiseUnaryKernel::get_available_kernels() |
| 163 | { |
| 164 | return available_kernels; |
| 165 | } |
| 166 | |
Sang-Hoon Park | 7249f15 | 2021-01-22 11:55:03 +0000 | [diff] [blame] | 167 | } // namespace kernels |
| 168 | } // namespace cpu |
George Wort | 5a97b28 | 2018-12-21 16:21:04 +0000 | [diff] [blame] | 169 | } // namespace arm_compute |