Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 1 | /* |
Giorgio Arena | 5ae8d80 | 2021-11-18 18:02:13 +0000 | [diff] [blame] | 2 | * Copyright (c) 2021-2022 Arm Limited. |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +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/CpuAddKernel.h" |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 25 | |
| 26 | #include "arm_compute/core/ITensor.h" |
| 27 | #include "arm_compute/core/TensorInfo.h" |
| 28 | #include "arm_compute/core/Validate.h" |
| 29 | #include "src/core/CPP/Validate.h" |
| 30 | #include "src/core/common/Registrars.h" |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 31 | #include "src/core/helpers/AutoConfiguration.h" |
| 32 | #include "src/core/helpers/WindowHelpers.h" |
Dana Zlotnik | bd2942d | 2021-11-15 08:46:04 +0200 | [diff] [blame] | 33 | #include "src/cpu/kernels/add/list.h" |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 34 | #include <array> |
| 35 | |
Gunes Bayir | f16973b | 2022-11-29 13:12:08 +0000 | [diff] [blame] | 36 | #if defined(ENABLE_FP32_KERNELS) |
Fadi Arafeh | 73bb6b7 | 2022-10-06 16:20:14 +0000 | [diff] [blame] | 37 | namespace |
| 38 | { |
| 39 | static constexpr size_t default_mws_N1_fp32_neon = 24536; |
| 40 | static constexpr size_t default_mws_V1_fp32_neon = 40510; |
| 41 | } |
Gunes Bayir | f16973b | 2022-11-29 13:12:08 +0000 | [diff] [blame] | 42 | #endif /* ENABLE_FP32_KERNELS */ |
| 43 | |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 44 | namespace arm_compute |
| 45 | { |
| 46 | namespace cpu |
| 47 | { |
| 48 | namespace kernels |
| 49 | { |
| 50 | namespace |
| 51 | { |
Giorgio Arena | 5ae8d80 | 2021-11-18 18:02:13 +0000 | [diff] [blame] | 52 | static const std::vector<CpuAddKernel::AddKernel> available_kernels = |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 53 | { |
Michalis Spyrou | 20fca52 | 2021-06-07 14:23:57 +0100 | [diff] [blame] | 54 | { |
Viet-Hoa Do | 40b4419 | 2022-09-22 10:24:23 +0100 | [diff] [blame] | 55 | "neon_qu8_add_fixedpoint", |
| 56 | [](const CpuAddKernelDataTypeISASelectorData & data) |
| 57 | { |
| 58 | return (data.dt == DataType::QASYMM8) && data.can_use_fixedpoint; |
| 59 | }, |
| 60 | REGISTER_FP32_NEON(arm_compute::cpu::add_q8_neon_fixedpoint<uint8_t>) |
| 61 | }, |
| 62 | { |
| 63 | "neon_qs8_add_fixedpoint", |
| 64 | [](const CpuAddKernelDataTypeISASelectorData & data) |
| 65 | { |
| 66 | return (data.dt == DataType::QASYMM8_SIGNED) && data.can_use_fixedpoint; |
| 67 | }, |
| 68 | REGISTER_FP32_NEON(arm_compute::cpu::add_q8_neon_fixedpoint<int8_t>) |
| 69 | }, |
| 70 | { |
Gunes Bayir | 9b921be | 2022-07-28 17:44:00 +0100 | [diff] [blame] | 71 | "sve2_qu8_add", |
| 72 | [](const CpuAddKernelDataTypeISASelectorData & data) |
| 73 | { |
Viet-Hoa Do | 9fc0b5c | 2022-10-20 11:18:17 +0100 | [diff] [blame] | 74 | return (data.dt == DataType::QASYMM8) && data.isa.sve2; |
Michalis Spyrou | 20fca52 | 2021-06-07 14:23:57 +0100 | [diff] [blame] | 75 | }, |
Dana Zlotnik | bd2942d | 2021-11-15 08:46:04 +0200 | [diff] [blame] | 76 | REGISTER_QASYMM8_SVE2(arm_compute::cpu::add_qasymm8_sve2) |
Michalis Spyrou | 20fca52 | 2021-06-07 14:23:57 +0100 | [diff] [blame] | 77 | }, |
| 78 | { |
Georgios Pinitas | 5fdde99 | 2021-06-25 05:42:57 +0100 | [diff] [blame] | 79 | "sve2_qs8_add", |
Gunes Bayir | 9b921be | 2022-07-28 17:44:00 +0100 | [diff] [blame] | 80 | [](const CpuAddKernelDataTypeISASelectorData & data) |
Michalis Spyrou | 20fca52 | 2021-06-07 14:23:57 +0100 | [diff] [blame] | 81 | { |
Viet-Hoa Do | 9fc0b5c | 2022-10-20 11:18:17 +0100 | [diff] [blame] | 82 | return (data.dt == DataType::QASYMM8_SIGNED) && data.isa.sve2; |
Michalis Spyrou | 20fca52 | 2021-06-07 14:23:57 +0100 | [diff] [blame] | 83 | }, |
Dana Zlotnik | bd2942d | 2021-11-15 08:46:04 +0200 | [diff] [blame] | 84 | REGISTER_QASYMM8_SIGNED_SVE2(arm_compute::cpu::add_qasymm8_signed_sve2) |
Michalis Spyrou | 20fca52 | 2021-06-07 14:23:57 +0100 | [diff] [blame] | 85 | }, |
| 86 | { |
Georgios Pinitas | 5fdde99 | 2021-06-25 05:42:57 +0100 | [diff] [blame] | 87 | "sve2_qs16_add", |
Gunes Bayir | 9b921be | 2022-07-28 17:44:00 +0100 | [diff] [blame] | 88 | [](const CpuAddKernelDataTypeISASelectorData & data) |
Michalis Spyrou | 20fca52 | 2021-06-07 14:23:57 +0100 | [diff] [blame] | 89 | { |
Viet-Hoa Do | 9fc0b5c | 2022-10-20 11:18:17 +0100 | [diff] [blame] | 90 | return (data.dt == DataType::QSYMM16) && data.isa.sve2; |
Michalis Spyrou | 20fca52 | 2021-06-07 14:23:57 +0100 | [diff] [blame] | 91 | }, |
Dana Zlotnik | bd2942d | 2021-11-15 08:46:04 +0200 | [diff] [blame] | 92 | REGISTER_QSYMM16_SVE2(arm_compute::cpu::add_qsymm16_sve2) |
Michalis Spyrou | 20fca52 | 2021-06-07 14:23:57 +0100 | [diff] [blame] | 93 | }, |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 94 | { |
Georgios Pinitas | 5fdde99 | 2021-06-25 05:42:57 +0100 | [diff] [blame] | 95 | "sve_fp32_add", |
Gunes Bayir | 9b921be | 2022-07-28 17:44:00 +0100 | [diff] [blame] | 96 | [](const CpuAddKernelDataTypeISASelectorData & data) |
Michalis Spyrou | 20fca52 | 2021-06-07 14:23:57 +0100 | [diff] [blame] | 97 | { |
Viet-Hoa Do | 9fc0b5c | 2022-10-20 11:18:17 +0100 | [diff] [blame] | 98 | return (data.dt == DataType::F32) && data.isa.sve; |
Michalis Spyrou | 20fca52 | 2021-06-07 14:23:57 +0100 | [diff] [blame] | 99 | }, |
Dana Zlotnik | bd2942d | 2021-11-15 08:46:04 +0200 | [diff] [blame] | 100 | REGISTER_FP32_SVE(arm_compute::cpu::add_fp32_sve) |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 101 | }, |
| 102 | { |
Georgios Pinitas | 5fdde99 | 2021-06-25 05:42:57 +0100 | [diff] [blame] | 103 | "sve_fp16_add", |
Gunes Bayir | 9b921be | 2022-07-28 17:44:00 +0100 | [diff] [blame] | 104 | [](const CpuAddKernelDataTypeISASelectorData & data) |
Michalis Spyrou | 20fca52 | 2021-06-07 14:23:57 +0100 | [diff] [blame] | 105 | { |
Viet-Hoa Do | 9fc0b5c | 2022-10-20 11:18:17 +0100 | [diff] [blame] | 106 | return (data.dt == DataType::F16) && data.isa.sve && data.isa.fp16; |
Michalis Spyrou | 20fca52 | 2021-06-07 14:23:57 +0100 | [diff] [blame] | 107 | }, |
Dana Zlotnik | bd2942d | 2021-11-15 08:46:04 +0200 | [diff] [blame] | 108 | REGISTER_FP16_SVE(arm_compute::cpu::add_fp16_sve) |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 109 | }, |
| 110 | { |
Georgios Pinitas | 5fdde99 | 2021-06-25 05:42:57 +0100 | [diff] [blame] | 111 | "sve_u8_add", |
Gunes Bayir | 9b921be | 2022-07-28 17:44:00 +0100 | [diff] [blame] | 112 | [](const CpuAddKernelDataTypeISASelectorData & data) |
Michalis Spyrou | 20fca52 | 2021-06-07 14:23:57 +0100 | [diff] [blame] | 113 | { |
Viet-Hoa Do | 9fc0b5c | 2022-10-20 11:18:17 +0100 | [diff] [blame] | 114 | return (data.dt == DataType::U8) && data.isa.sve; |
Michalis Spyrou | 20fca52 | 2021-06-07 14:23:57 +0100 | [diff] [blame] | 115 | }, |
Dana Zlotnik | bd2942d | 2021-11-15 08:46:04 +0200 | [diff] [blame] | 116 | REGISTER_INTEGER_SVE(arm_compute::cpu::add_u8_sve) |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 117 | }, |
| 118 | { |
Georgios Pinitas | 5fdde99 | 2021-06-25 05:42:57 +0100 | [diff] [blame] | 119 | "sve_s16_add", |
Gunes Bayir | 9b921be | 2022-07-28 17:44:00 +0100 | [diff] [blame] | 120 | [](const CpuAddKernelDataTypeISASelectorData & data) |
Michalis Spyrou | 20fca52 | 2021-06-07 14:23:57 +0100 | [diff] [blame] | 121 | { |
Viet-Hoa Do | 9fc0b5c | 2022-10-20 11:18:17 +0100 | [diff] [blame] | 122 | return (data.dt == DataType::S16) && data.isa.sve; |
Michalis Spyrou | 20fca52 | 2021-06-07 14:23:57 +0100 | [diff] [blame] | 123 | }, |
Dana Zlotnik | bd2942d | 2021-11-15 08:46:04 +0200 | [diff] [blame] | 124 | REGISTER_INTEGER_SVE(arm_compute::cpu::add_s16_sve) |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 125 | }, |
| 126 | { |
Georgios Pinitas | 5fdde99 | 2021-06-25 05:42:57 +0100 | [diff] [blame] | 127 | "sve_s32_add", |
Gunes Bayir | 9b921be | 2022-07-28 17:44:00 +0100 | [diff] [blame] | 128 | [](const CpuAddKernelDataTypeISASelectorData & data) |
Michalis Spyrou | 20fca52 | 2021-06-07 14:23:57 +0100 | [diff] [blame] | 129 | { |
Viet-Hoa Do | 9fc0b5c | 2022-10-20 11:18:17 +0100 | [diff] [blame] | 130 | return (data.dt == DataType::S32) && data.isa.sve; |
Michalis Spyrou | 20fca52 | 2021-06-07 14:23:57 +0100 | [diff] [blame] | 131 | }, |
Dana Zlotnik | bd2942d | 2021-11-15 08:46:04 +0200 | [diff] [blame] | 132 | REGISTER_INTEGER_SVE(arm_compute::cpu::add_s32_sve) |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 133 | }, |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 134 | { |
Georgios Pinitas | 5fdde99 | 2021-06-25 05:42:57 +0100 | [diff] [blame] | 135 | "neon_fp32_add", |
Gunes Bayir | 9b921be | 2022-07-28 17:44:00 +0100 | [diff] [blame] | 136 | [](const CpuAddKernelDataTypeISASelectorData & data) { return (data.dt == DataType::F32); }, |
Dana Zlotnik | bd2942d | 2021-11-15 08:46:04 +0200 | [diff] [blame] | 137 | REGISTER_FP32_NEON(arm_compute::cpu::add_fp32_neon) |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 138 | }, |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 139 | { |
Georgios Pinitas | 5fdde99 | 2021-06-25 05:42:57 +0100 | [diff] [blame] | 140 | "neon_fp16_add", |
Gunes Bayir | 9b921be | 2022-07-28 17:44:00 +0100 | [diff] [blame] | 141 | [](const CpuAddKernelDataTypeISASelectorData & data) |
Michalis Spyrou | 20fca52 | 2021-06-07 14:23:57 +0100 | [diff] [blame] | 142 | { |
Giorgio Arena | 5ae8d80 | 2021-11-18 18:02:13 +0000 | [diff] [blame] | 143 | return (data.dt == DataType::F16) && data.isa.fp16; |
Michalis Spyrou | 20fca52 | 2021-06-07 14:23:57 +0100 | [diff] [blame] | 144 | }, |
Dana Zlotnik | bd2942d | 2021-11-15 08:46:04 +0200 | [diff] [blame] | 145 | REGISTER_FP16_NEON(arm_compute::cpu::add_fp16_neon) |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 146 | }, |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 147 | { |
Georgios Pinitas | 5fdde99 | 2021-06-25 05:42:57 +0100 | [diff] [blame] | 148 | "neon_u8_add", |
Gunes Bayir | 9b921be | 2022-07-28 17:44:00 +0100 | [diff] [blame] | 149 | [](const CpuAddKernelDataTypeISASelectorData & data) { return (data.dt == DataType::U8); }, |
Dana Zlotnik | bd2942d | 2021-11-15 08:46:04 +0200 | [diff] [blame] | 150 | REGISTER_INTEGER_NEON(arm_compute::cpu::add_u8_neon) |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 151 | }, |
| 152 | { |
Georgios Pinitas | 5fdde99 | 2021-06-25 05:42:57 +0100 | [diff] [blame] | 153 | "neon_s16_add", |
Gunes Bayir | 9b921be | 2022-07-28 17:44:00 +0100 | [diff] [blame] | 154 | [](const CpuAddKernelDataTypeISASelectorData & data) { return (data.dt == DataType::S16); }, |
Dana Zlotnik | bd2942d | 2021-11-15 08:46:04 +0200 | [diff] [blame] | 155 | REGISTER_INTEGER_NEON(arm_compute::cpu::add_s16_neon) |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 156 | }, |
| 157 | { |
Georgios Pinitas | 5fdde99 | 2021-06-25 05:42:57 +0100 | [diff] [blame] | 158 | "neon_s32_add", |
Gunes Bayir | 9b921be | 2022-07-28 17:44:00 +0100 | [diff] [blame] | 159 | [](const CpuAddKernelDataTypeISASelectorData & data) { return (data.dt == DataType::S32); }, |
Dana Zlotnik | bd2942d | 2021-11-15 08:46:04 +0200 | [diff] [blame] | 160 | REGISTER_INTEGER_NEON(arm_compute::cpu::add_s32_neon) |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 161 | }, |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 162 | { |
Georgios Pinitas | 5fdde99 | 2021-06-25 05:42:57 +0100 | [diff] [blame] | 163 | "neon_qu8_add", |
Gunes Bayir | 9b921be | 2022-07-28 17:44:00 +0100 | [diff] [blame] | 164 | [](const CpuAddKernelDataTypeISASelectorData & data) { return (data.dt == DataType::QASYMM8); }, |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 165 | REGISTER_QASYMM8_NEON(arm_compute::cpu::add_qasymm8_neon) |
| 166 | }, |
| 167 | { |
Georgios Pinitas | 5fdde99 | 2021-06-25 05:42:57 +0100 | [diff] [blame] | 168 | "neon_qs8_add", |
Gunes Bayir | 9b921be | 2022-07-28 17:44:00 +0100 | [diff] [blame] | 169 | [](const CpuAddKernelDataTypeISASelectorData & data) { return (data.dt == DataType::QASYMM8_SIGNED); }, |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 170 | REGISTER_QASYMM8_SIGNED_NEON(arm_compute::cpu::add_qasymm8_signed_neon) |
| 171 | }, |
| 172 | { |
Georgios Pinitas | 5fdde99 | 2021-06-25 05:42:57 +0100 | [diff] [blame] | 173 | "neon_qs16_add", |
Gunes Bayir | 9b921be | 2022-07-28 17:44:00 +0100 | [diff] [blame] | 174 | [](const CpuAddKernelDataTypeISASelectorData & data) { return (data.dt == DataType::QSYMM16); }, |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 175 | REGISTER_QSYMM16_NEON(arm_compute::cpu::add_qsymm16_neon) |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 176 | } |
Giorgio Arena | 5ae8d80 | 2021-11-18 18:02:13 +0000 | [diff] [blame] | 177 | }; |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 178 | |
| 179 | Status validate_arguments(const ITensorInfo &src0, const ITensorInfo &src1, const ITensorInfo &dst, ConvertPolicy policy) |
| 180 | { |
| 181 | ARM_COMPUTE_UNUSED(policy); |
| 182 | |
| 183 | ARM_COMPUTE_RETURN_ERROR_ON_CPU_F16_UNSUPPORTED(&src0); |
| 184 | ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(&src0, 1, DataType::U8, DataType::QASYMM8, DataType::QASYMM8_SIGNED, |
| 185 | DataType::S16, DataType::QSYMM16, DataType::F16, |
| 186 | DataType::S32, DataType::F32); |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 187 | ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(&src0, &src1); |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 188 | |
| 189 | const TensorShape out_shape = TensorShape::broadcast_shape(src0.tensor_shape(), src1.tensor_shape()); |
| 190 | |
| 191 | ARM_COMPUTE_RETURN_ERROR_ON_MSG(out_shape.total_size() == 0, "Inputs are not broadcast compatible"); |
| 192 | ARM_COMPUTE_RETURN_ERROR_ON_MSG((src0.tensor_shape().x() != src1.tensor_shape().x()) && ((src0.data_type() != src1.data_type()) || (src0.data_type() != dst.data_type()) |
| 193 | || (src1.data_type() != dst.data_type())), |
| 194 | "Broadcasting across width is supported on configurations where all tensors have the same data type"); |
| 195 | |
| 196 | // Validate in case of configured dst |
| 197 | if(dst.total_size() > 0) |
| 198 | { |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 199 | ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(&src0, &dst); |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 200 | ARM_COMPUTE_RETURN_ERROR_ON_MSG(detail::have_different_dimensions(out_shape, dst.tensor_shape(), 0), |
| 201 | "Wrong shape for dst"); |
| 202 | } |
| 203 | |
Viet-Hoa Do | 40b4419 | 2022-09-22 10:24:23 +0100 | [diff] [blame] | 204 | const auto can_use_fixedpoint = add_q8_neon_fixedpoint_possible(&src0, &src1, &dst); |
Gunes Bayir | 9b921be | 2022-07-28 17:44:00 +0100 | [diff] [blame] | 205 | const auto uk = CpuAddKernel::get_implementation<CpuAddKernelDataTypeISASelectorData>(CpuAddKernelDataTypeISASelectorData{ src0.data_type(), |
Viet-Hoa Do | 9fc0b5c | 2022-10-20 11:18:17 +0100 | [diff] [blame] | 206 | CPUInfo::get().get_isa(), can_use_fixedpoint }); |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 207 | ARM_COMPUTE_RETURN_ERROR_ON(uk == nullptr || uk->ukernel == nullptr); |
| 208 | |
| 209 | return Status{}; |
| 210 | } |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 211 | } // namespace |
| 212 | |
| 213 | void CpuAddKernel::configure(const ITensorInfo *src0, const ITensorInfo *src1, ITensorInfo *dst, ConvertPolicy policy) |
| 214 | { |
| 215 | ARM_COMPUTE_ERROR_ON_NULLPTR(src0, src1, dst); |
| 216 | ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(*src0, *src1, *dst, policy)); |
| 217 | |
Viet-Hoa Do | 40b4419 | 2022-09-22 10:24:23 +0100 | [diff] [blame] | 218 | const auto can_use_fixedpoint = add_q8_neon_fixedpoint_possible(src0, src1, dst); |
Gunes Bayir | 9b921be | 2022-07-28 17:44:00 +0100 | [diff] [blame] | 219 | const auto uk = CpuAddKernel::get_implementation<CpuAddKernelDataTypeISASelectorData>(CpuAddKernelDataTypeISASelectorData{ src0->data_type(), |
Viet-Hoa Do | 9fc0b5c | 2022-10-20 11:18:17 +0100 | [diff] [blame] | 220 | CPUInfo::get().get_isa(), can_use_fixedpoint }); |
Giorgio Arena | 5ae8d80 | 2021-11-18 18:02:13 +0000 | [diff] [blame] | 221 | |
Georgios Pinitas | 5fdde99 | 2021-06-25 05:42:57 +0100 | [diff] [blame] | 222 | ARM_COMPUTE_ERROR_ON_NULLPTR(uk); |
| 223 | |
| 224 | _policy = policy; |
| 225 | _run_method = uk->ukernel; |
| 226 | _name = std::string("CpuAddKernel").append("/").append(uk->name); |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 227 | |
Viet-Hoa Do | 9fc0b5c | 2022-10-20 11:18:17 +0100 | [diff] [blame] | 228 | // Auto initialize dst if not initialized |
| 229 | const TensorShape &out_shape = TensorShape::broadcast_shape(src0->tensor_shape(), src1->tensor_shape()); |
| 230 | set_shape_if_empty(*dst, out_shape); |
| 231 | set_data_type_if_unknown(*dst, src0->data_type()); |
| 232 | |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 233 | // Configure kernel window |
Viet-Hoa Do | 9fc0b5c | 2022-10-20 11:18:17 +0100 | [diff] [blame] | 234 | Window win; |
| 235 | std::tie(win, _split_dimension) = calculate_squashed_or_max_window(*src0, *src1); |
| 236 | |
| 237 | ICpuKernel::configure(win); |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 238 | } |
| 239 | |
| 240 | Status CpuAddKernel::validate(const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst, ConvertPolicy policy) |
| 241 | { |
| 242 | ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(src0, src1, dst); |
| 243 | |
| 244 | ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(*src0, *src1, *dst, policy)); |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 245 | |
| 246 | return Status{}; |
| 247 | } |
| 248 | |
| 249 | void CpuAddKernel::run_op(ITensorPack &tensors, const Window &window, const ThreadInfo &info) |
| 250 | { |
| 251 | ARM_COMPUTE_UNUSED(info); |
| 252 | ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); |
Yair Schwarzbaum | 46d44d2 | 2022-01-12 16:38:58 +0200 | [diff] [blame] | 253 | ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(ICpuKernel::window(), window); |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 254 | |
| 255 | ARM_COMPUTE_ERROR_ON(tensors.empty()); |
Georgios Pinitas | 5fdde99 | 2021-06-25 05:42:57 +0100 | [diff] [blame] | 256 | ARM_COMPUTE_ERROR_ON(_run_method == nullptr); |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 257 | |
| 258 | const ITensor *src0 = tensors.get_const_tensor(TensorType::ACL_SRC_0); |
| 259 | const ITensor *src1 = tensors.get_const_tensor(TensorType::ACL_SRC_1); |
| 260 | ITensor *dst = tensors.get_tensor(TensorType::ACL_DST); |
| 261 | |
Georgios Pinitas | 5fdde99 | 2021-06-25 05:42:57 +0100 | [diff] [blame] | 262 | _run_method(src0, src1, dst, _policy, window); |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 263 | } |
| 264 | |
| 265 | const char *CpuAddKernel::name() const |
| 266 | { |
Georgios Pinitas | 5fdde99 | 2021-06-25 05:42:57 +0100 | [diff] [blame] | 267 | return _name.c_str(); |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 268 | } |
Dana Zlotnik | 4cdd6b8 | 2021-10-07 15:31:54 +0300 | [diff] [blame] | 269 | |
Giorgio Arena | 5ae8d80 | 2021-11-18 18:02:13 +0000 | [diff] [blame] | 270 | const std::vector<CpuAddKernel::AddKernel> &CpuAddKernel::get_available_kernels() |
| 271 | { |
| 272 | return available_kernels; |
| 273 | } |
| 274 | |
Dana Zlotnik | 4cdd6b8 | 2021-10-07 15:31:54 +0300 | [diff] [blame] | 275 | size_t CpuAddKernel::get_mws(const CPUInfo &platform, size_t thread_count) const |
| 276 | { |
Dana Zlotnik | d7154db | 2021-11-10 11:50:58 +0200 | [diff] [blame] | 277 | ARM_COMPUTE_UNUSED(thread_count); |
Mohammed Suhail Munshi | 066607f | 2022-01-19 12:22:50 +0000 | [diff] [blame] | 278 | |
Fadi Arafeh | 73bb6b7 | 2022-10-06 16:20:14 +0000 | [diff] [blame] | 279 | #if defined(ENABLE_FP32_KERNELS) |
| 280 | if(this->_run_method == &add_fp32_neon) |
| 281 | { |
| 282 | size_t mws = ICPPKernel::default_mws; |
| 283 | if(platform.get_cpu_model() == CPUModel::N1) |
| 284 | { |
| 285 | mws = default_mws_N1_fp32_neon; |
| 286 | } |
| 287 | else if(platform.get_cpu_model() == CPUModel::V1) |
| 288 | { |
| 289 | mws = default_mws_V1_fp32_neon; |
| 290 | } |
| 291 | else |
| 292 | { |
| 293 | return ICPPKernel::default_mws; |
| 294 | } |
| 295 | |
| 296 | // tensor is 1D or was re-interpreted as 1D |
| 297 | if(this->window().shape().num_dimensions() == 1) |
| 298 | { |
| 299 | return mws; |
| 300 | } |
| 301 | else |
| 302 | { |
| 303 | // scale mws down by the number of elements along all the dimensions (x, z, w, etc) except the one |
| 304 | // that we parallelize along (the y dimension). This allows for parallelization when the Y_SIZE is small |
| 305 | // but the other sizes are large, which boosts performance. |
| 306 | mws = static_cast<size_t>(mws / (this->window().num_iterations_total() / this->window().num_iterations(1))); |
| 307 | return std::max(static_cast<size_t>(1), mws); |
| 308 | } |
| 309 | } |
| 310 | #else /* ENABLE_FP32_KERNELS */ |
| 311 | ARM_COMPUTE_UNUSED(platform); |
| 312 | #endif /* ENABLE_FP32_KERNELS */ |
Mohammed Suhail Munshi | 066607f | 2022-01-19 12:22:50 +0000 | [diff] [blame] | 313 | return ICPPKernel::default_mws; |
Dana Zlotnik | 4cdd6b8 | 2021-10-07 15:31:54 +0300 | [diff] [blame] | 314 | } |
| 315 | |
Sheri Zhang | 6124390 | 2021-01-12 18:25:16 +0000 | [diff] [blame] | 316 | } // namespace kernels |
| 317 | } // namespace cpu |
| 318 | } // namespace arm_compute |