Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 1 | /* |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 2 | * Copyright (c) 2016-2020 ARM Limited. |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +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 | */ |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 24 | #include "arm_compute/core/NEON/kernels/NEDepthConvertLayerKernel.h" |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 25 | |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 26 | #include "arm_compute/core/CPP/Validate.h" |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 27 | #include "arm_compute/core/Error.h" |
| 28 | #include "arm_compute/core/Helpers.h" |
| 29 | #include "arm_compute/core/ITensor.h" |
| 30 | #include "arm_compute/core/NEON/NEFixedPoint.h" |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 31 | #include "arm_compute/core/NEON/NEMath.h" |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 32 | #include "arm_compute/core/TensorInfo.h" |
| 33 | #include "arm_compute/core/Validate.h" |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 34 | #include "arm_compute/core/utils/misc/SaturateCast.h" |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 35 | |
| 36 | #include <arm_neon.h> |
| 37 | |
| 38 | using namespace arm_compute; |
| 39 | |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 40 | namespace |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 41 | { |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 42 | Status validate_arguments(const ITensorInfo *input, const ITensorInfo *output, ConvertPolicy policy, uint32_t shift) |
| 43 | { |
| 44 | ARM_COMPUTE_RETURN_ERROR_ON_CPU_F16_UNSUPPORTED(input); |
| 45 | ARM_COMPUTE_RETURN_ERROR_ON_CPU_F16_UNSUPPORTED(output); |
| 46 | ARM_COMPUTE_UNUSED(policy); |
| 47 | ARM_COMPUTE_RETURN_ERROR_ON(input == output); |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 48 | ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::QASYMM8_SIGNED, DataType::QASYMM8, DataType::U8, DataType::S16, DataType::U16, DataType::F16, DataType::F32, DataType::S32); |
| 49 | ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(output, 1, DataType::QASYMM8_SIGNED, DataType::QASYMM8, DataType::U8, DataType::S16, DataType::U16, DataType::U32, DataType::S32, DataType::F16, |
| 50 | DataType::F32); |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 51 | ARM_COMPUTE_RETURN_ERROR_ON(shift >= 8); |
| 52 | |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 53 | ARM_COMPUTE_RETURN_ERROR_ON_MSG(input->data_type() == DataType::QASYMM8_SIGNED && (output->data_type() != DataType::S16 && output->data_type() != DataType::S32 |
| 54 | && output->data_type() != DataType::F16 && output->data_type() != DataType::F32), |
| 55 | "Only data_types supported [in] QASYMM8 -> [out] U16, S16, S32, F16, F32"); |
| 56 | |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 57 | ARM_COMPUTE_RETURN_ERROR_ON_MSG(input->data_type() == DataType::QASYMM8 && (output->data_type() != DataType::S16 && output->data_type() != DataType::U16 |
Michalis Spyrou | 6bff195 | 2019-10-02 17:22:11 +0100 | [diff] [blame] | 58 | && output->data_type() != DataType::S32 && output->data_type() != DataType::F16 && output->data_type() != DataType::F32), |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 59 | "Only data_types supported [in] QASYMM8 -> [out] U16, S16, S32, F16, F32"); |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 60 | |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 61 | ARM_COMPUTE_RETURN_ERROR_ON_MSG(input->data_type() == DataType::U8 && (output->data_type() != DataType::S16 && output->data_type() != DataType::U16 |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 62 | && output->data_type() != DataType::S32 && output->data_type() != DataType::F16 && output->data_type() != DataType::F32), |
| 63 | "Only data_types supported [in] U8 -> [out] U16, S16, S32, F16, F32"); |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 64 | |
| 65 | ARM_COMPUTE_RETURN_ERROR_ON_MSG(input->data_type() == DataType::U16 && (output->data_type() != DataType::U8 && output->data_type() != DataType::U32), |
| 66 | "Only data_types supported [in] U16 -> [out] U8, U32"); |
| 67 | |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 68 | ARM_COMPUTE_RETURN_ERROR_ON_MSG(input->data_type() == DataType::S16 && (output->data_type() != DataType::QASYMM8_SIGNED && output->data_type() != DataType::U8 && output->data_type() != DataType::S32), |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 69 | "Only data_types supported [in] S16 -> [out] U8, S32"); |
| 70 | |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 71 | ARM_COMPUTE_RETURN_ERROR_ON_MSG(input->data_type() == DataType::F16 && (output->data_type() != DataType::QASYMM8_SIGNED && output->data_type() != DataType::QASYMM8 |
| 72 | && output->data_type() != DataType::U8 |
| 73 | && output->data_type() != DataType::F32 && output->data_type() != DataType::S32), |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 74 | "Only data_types supported [in] F16 -> [out] QASYMM8, F32, S32, U8"); |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 75 | |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 76 | ARM_COMPUTE_RETURN_ERROR_ON_MSG(input->data_type() == DataType::F32 && (output->data_type() != DataType::QASYMM8_SIGNED && output->data_type() != DataType::QASYMM8 |
| 77 | && output->data_type() != DataType::F16 |
| 78 | && output->data_type() != DataType::S32 && output->data_type() != DataType::U8), |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 79 | "Only data_types supported [in] F32 -> [out] QASYMM8, F16, S32, U8"); |
| 80 | |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 81 | ARM_COMPUTE_RETURN_ERROR_ON_MSG(input->data_type() == DataType::S32 && (output->data_type() != DataType::QASYMM8_SIGNED && output->data_type() != DataType::QASYMM8 |
| 82 | && output->data_type() != DataType::F16 |
| 83 | && output->data_type() != DataType::F32 && output->data_type() != DataType::U8), |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 84 | "Only data_types supported [in] S32 -> [out] QASYMM8, F16, F32, U8"); |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 85 | |
| 86 | // Validate in case of configured output |
| 87 | if(output->total_size() > 0) |
| 88 | { |
| 89 | ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_SHAPES(input, output); |
| 90 | } |
| 91 | |
| 92 | return Status{}; |
| 93 | } |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 94 | } // namespace |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 95 | |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 96 | NEDepthConvertLayerKernel::NEDepthConvertLayerKernel() |
Vidhya Sudhan Loganathan | 7485d5a | 2018-07-04 09:34:00 +0100 | [diff] [blame] | 97 | : _input(nullptr), _output(nullptr), _policy(), _shift(0) |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 98 | { |
| 99 | } |
| 100 | |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 101 | void NEDepthConvertLayerKernel::configure(const ITensor *input, ITensor *output, ConvertPolicy policy, uint32_t shift) |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 102 | { |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 103 | ARM_COMPUTE_ERROR_ON_NULLPTR(input, output); |
| 104 | |
| 105 | // Auto initialize output shape if not initialized (We can only auto-configure the shape, datatype must be given) |
| 106 | set_shape_if_empty(*output->info(), input->info()->tensor_shape()); |
Georgios Pinitas | e222941 | 2017-07-12 12:30:40 +0100 | [diff] [blame] | 107 | |
| 108 | _input = input; |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 109 | _output = output; |
Georgios Pinitas | e222941 | 2017-07-12 12:30:40 +0100 | [diff] [blame] | 110 | _policy = policy; |
| 111 | _shift = shift; |
| 112 | |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 113 | ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(input->info(), output->info(), policy, shift)); |
Georgios Pinitas | e222941 | 2017-07-12 12:30:40 +0100 | [diff] [blame] | 114 | |
| 115 | // Configure kernel window |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 116 | Window win = calculate_max_window(*input->info(), Steps()); |
| 117 | Coordinates coord; |
| 118 | coord.set_num_dimensions(output->info()->num_dimensions()); |
| 119 | output->info()->set_valid_region(ValidRegion(coord, output->info()->tensor_shape())); |
| 120 | |
| 121 | ICPPKernel::configure(win); |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 122 | } |
Georgios Pinitas | e222941 | 2017-07-12 12:30:40 +0100 | [diff] [blame] | 123 | |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 124 | Status NEDepthConvertLayerKernel::validate(const ITensorInfo *input, const ITensorInfo *output, ConvertPolicy policy, uint32_t shift) |
| 125 | { |
| 126 | ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(input, output, policy, shift)); |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 127 | return Status{}; |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 128 | } |
| 129 | |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 130 | void NEDepthConvertLayerKernel::run(const Window &window, const ThreadInfo &info) |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 131 | { |
Moritz Pflanzer | c186b57 | 2017-09-07 09:48:04 +0100 | [diff] [blame] | 132 | ARM_COMPUTE_UNUSED(info); |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 133 | ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); |
Georgios Pinitas | e222941 | 2017-07-12 12:30:40 +0100 | [diff] [blame] | 134 | ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(IKernel::window(), window); |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 135 | ARM_COMPUTE_ERROR_ON_NULLPTR(_input, _output); |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 136 | ARM_COMPUTE_ERROR_ON(_input == _output); |
| 137 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 138 | const auto window_start_x = static_cast<int>(window.x().start()); |
| 139 | const auto window_end_x = static_cast<int>(window.x().end()); |
| 140 | const int window_step_x = 16; |
| 141 | |
| 142 | Window win{ window }; |
| 143 | win.set(Window::DimX, Window::Dimension(0, 1, 1)); |
| 144 | |
| 145 | Iterator input(_input, win); |
| 146 | Iterator output(_output, win); |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 147 | |
| 148 | switch(_input->info()->data_type()) |
| 149 | { |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 150 | case DataType::QASYMM8_SIGNED: |
| 151 | { |
| 152 | const int16x8_t b = vdupq_n_s16(_shift); |
| 153 | |
| 154 | switch(_output->info()->data_type()) |
| 155 | { |
| 156 | case DataType::S16: |
| 157 | { |
| 158 | /* Up-conversion QASYMM8_SIGNED -> S16 */ |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 159 | execute_window_loop(win, [&](const Coordinates &) |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 160 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 161 | const auto input_ptr = reinterpret_cast<const int8_t *>(input.ptr()); |
| 162 | const auto output_ptr = reinterpret_cast<int16_t *>(output.ptr()); |
| 163 | int x = window_start_x; |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 164 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 165 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 166 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 167 | const int8x16_t texels_s8 = vld1q_s8(input_ptr + x); |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 168 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 169 | const int16x8x2_t texels = |
| 170 | { |
| 171 | { |
| 172 | vshlq_s16(vmovl_s8(vget_low_s8(texels_s8)), b), |
| 173 | vshlq_s16(vmovl_s8(vget_high_s8(texels_s8)), b) |
| 174 | } |
| 175 | }; |
| 176 | |
| 177 | vst1q_s16(output_ptr + x, texels.val[0]); |
| 178 | vst1q_s16(output_ptr + x + 8, texels.val[1]); |
| 179 | } |
| 180 | |
| 181 | // Compute left-over elements |
| 182 | for(; x < window_end_x; ++x) |
| 183 | { |
| 184 | *(output_ptr + x) = static_cast<int16_t>(*(input_ptr + x) << _shift); |
| 185 | } |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 186 | }, |
| 187 | input, output); |
| 188 | break; |
| 189 | } |
| 190 | case DataType::S32: |
| 191 | { |
| 192 | /* Up-conversion QASYMM8_SIGNED -> S32 */ |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 193 | execute_window_loop(win, [&](const Coordinates &) |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 194 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 195 | const auto input_ptr = reinterpret_cast<const int8_t *>(input.ptr()); |
| 196 | const auto output_ptr = reinterpret_cast<int32_t *>(output.ptr()); |
| 197 | int x = window_start_x; |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 198 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 199 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 200 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 201 | const int8x16_t texels_s8 = vld1q_s8(input_ptr + x); |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 202 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 203 | const int16x8x2_t texels = |
| 204 | { |
| 205 | { |
| 206 | vshlq_s16(vmovl_s8(vget_low_s8(texels_s8)), b), |
| 207 | vshlq_s16(vmovl_s8(vget_high_s8(texels_s8)), b) |
| 208 | } |
| 209 | }; |
| 210 | |
| 211 | vst1q_s32(output_ptr + x, vmovl_s16(vget_low_s16(texels.val[0]))); |
| 212 | vst1q_s32(output_ptr + x + 4, vmovl_s16(vget_high_s16(texels.val[0]))); |
| 213 | vst1q_s32(output_ptr + x + 8, vmovl_s16(vget_low_s16(texels.val[1]))); |
| 214 | vst1q_s32(output_ptr + x + 12, vmovl_s16(vget_high_s16(texels.val[1]))); |
| 215 | } |
| 216 | |
| 217 | // Compute left-over elements |
| 218 | for(; x < window_end_x; ++x) |
| 219 | { |
| 220 | *(output_ptr + x) = static_cast<int32_t>(*(input_ptr + x) << _shift); |
| 221 | } |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 222 | }, |
| 223 | input, output); |
| 224 | break; |
| 225 | } |
| 226 | case DataType::F32: |
| 227 | { |
| 228 | /* Up-conversion QASYMM8_SIGNED -> F32 */ |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 229 | execute_window_loop(win, [&](const Coordinates &) |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 230 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 231 | const auto input_ptr = reinterpret_cast<const int8_t *>(input.ptr()); |
| 232 | const auto output_ptr = reinterpret_cast<float *>(output.ptr()); |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 233 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 234 | int x = window_start_x; |
| 235 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 236 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 237 | const int8x16_t texels_s8 = vld1q_s8(reinterpret_cast<int8_t *>(input.ptr())); |
| 238 | |
| 239 | const int16x8x2_t texels = |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 240 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 241 | { |
| 242 | vshlq_s16(vmovl_s8(vget_low_s8(texels_s8)), b), |
| 243 | vshlq_s16(vmovl_s8(vget_high_s8(texels_s8)), b) |
| 244 | } |
| 245 | }; |
| 246 | vst1q_f32(output_ptr + x, vcvtq_f32_s32(vmovl_s16(vget_low_s16(texels.val[0])))); |
| 247 | vst1q_f32(output_ptr + x + 4, vcvtq_f32_s32(vmovl_s16(vget_high_s16(texels.val[0])))); |
| 248 | vst1q_f32(output_ptr + x + 8, vcvtq_f32_s32(vmovl_s16(vget_low_s16(texels.val[1])))); |
| 249 | vst1q_f32(output_ptr + x + 12, vcvtq_f32_s32(vmovl_s16(vget_high_s16(texels.val[1])))); |
| 250 | } |
| 251 | |
| 252 | // Compute left-over elements |
| 253 | for(; x < window_end_x; ++x) |
| 254 | { |
| 255 | *(output_ptr + x) = static_cast<float>(*(input_ptr + x) << _shift); |
| 256 | } |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 257 | }, |
| 258 | input, output); |
| 259 | break; |
| 260 | } |
| 261 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 262 | case DataType::F16: |
| 263 | { |
| 264 | /* Up-conversion QASYMM8_SIGNED -> F16 */ |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 265 | execute_window_loop(win, [&](const Coordinates &) |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 266 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 267 | const auto input_ptr = reinterpret_cast<const int8_t *>(input.ptr()); |
| 268 | const auto output_ptr = reinterpret_cast<float16_t *>(output.ptr()); |
| 269 | int x = window_start_x; |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 270 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 271 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 272 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 273 | const int8x16_t texels_s8 = vld1q_s8(input_ptr + x); |
| 274 | |
| 275 | const int16x8x2_t texels = |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 276 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 277 | { |
| 278 | vshlq_s16(vmovl_s8(vget_low_s8(texels_s8)), b), |
| 279 | vshlq_s16(vmovl_s8(vget_high_s8(texels_s8)), b) |
| 280 | } |
| 281 | }; |
| 282 | vst1q_f16(output_ptr + x, vcvtq_f16_s16(texels.val[0])); |
| 283 | vst1q_f16(output_ptr + x + 8, vcvtq_f16_s16(texels.val[1])); |
| 284 | } |
| 285 | |
| 286 | // Compute left-over elements |
| 287 | for(; x < window_end_x; ++x) |
| 288 | { |
| 289 | *(output_ptr + x) = static_cast<float16_t>(*(input_ptr + x) << _shift); |
| 290 | } |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 291 | }, |
| 292 | input, output); |
| 293 | break; |
| 294 | } |
| 295 | #endif // __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 296 | |
| 297 | default: |
| 298 | ARM_COMPUTE_ERROR("Output data type not supported"); |
| 299 | } |
| 300 | break; |
| 301 | } |
| 302 | |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 303 | case DataType::QASYMM8: |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 304 | case DataType::U8: |
| 305 | { |
| 306 | const int16x8_t b = vdupq_n_s16(_shift); |
| 307 | |
| 308 | switch(_output->info()->data_type()) |
| 309 | { |
| 310 | case DataType::S16: |
| 311 | { |
| 312 | /* Up-conversion U8 -> S16 */ |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 313 | execute_window_loop(win, [&](const Coordinates &) |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 314 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 315 | const auto input_ptr = reinterpret_cast<const uint8_t *>(input.ptr()); |
| 316 | const auto output_ptr = reinterpret_cast<int16_t *>(output.ptr()); |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 317 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 318 | int x = window_start_x; |
| 319 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 320 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 321 | const uint8x16_t texels_u8 = vld1q_u8(input_ptr + x); |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 322 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 323 | const int16x8x2_t texels = |
| 324 | { |
| 325 | { |
| 326 | vshlq_s16(vreinterpretq_s16_u16(vmovl_u8(vget_low_u8(texels_u8))), b), |
| 327 | vshlq_s16(vreinterpretq_s16_u16(vmovl_u8(vget_high_u8(texels_u8))), b) |
| 328 | } |
| 329 | }; |
| 330 | |
| 331 | vst1q_s16(output_ptr + x, texels.val[0]); |
| 332 | vst1q_s16(output_ptr + x + 8, texels.val[1]); |
| 333 | } |
| 334 | |
| 335 | // Compute left-over elements |
| 336 | for(; x < window_end_x; ++x) |
| 337 | { |
| 338 | auto in = static_cast<int32_t>(*(input_ptr + x)); |
| 339 | *(output_ptr + x) = in << _shift; |
| 340 | } |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 341 | }, |
| 342 | input, output); |
| 343 | break; |
| 344 | } |
| 345 | case DataType::S32: |
| 346 | { |
| 347 | /* Up-conversion U8 -> S32 */ |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 348 | execute_window_loop(win, [&](const Coordinates &) |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 349 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 350 | const auto input_ptr = reinterpret_cast<const uint8_t *>(input.ptr()); |
| 351 | const auto output_ptr = reinterpret_cast<int32_t *>(output.ptr()); |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 352 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 353 | int x = window_start_x; |
| 354 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 355 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 356 | const uint8x16_t texels_u8 = vld1q_u8(input_ptr + x); |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 357 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 358 | const int16x8x2_t texels = |
| 359 | { |
| 360 | { |
| 361 | vshlq_s16(vreinterpretq_s16_u16(vmovl_u8(vget_low_u8(texels_u8))), b), |
| 362 | vshlq_s16(vreinterpretq_s16_u16(vmovl_u8(vget_high_u8(texels_u8))), b) |
| 363 | } |
| 364 | }; |
| 365 | |
| 366 | vst1q_s32(output_ptr + x, vmovl_s16(vget_low_s16(texels.val[0]))); |
| 367 | vst1q_s32(output_ptr + x + 4, vmovl_s16(vget_high_s16(texels.val[0]))); |
| 368 | vst1q_s32(output_ptr + x + 8, vmovl_s16(vget_low_s16(texels.val[1]))); |
| 369 | vst1q_s32(output_ptr + x + 12, vmovl_s16(vget_high_s16(texels.val[1]))); |
| 370 | } |
| 371 | |
| 372 | // Compute left-over elements |
| 373 | for(; x < window_end_x; ++x) |
| 374 | { |
| 375 | auto in = static_cast<uint32_t>(*(input_ptr + x)); |
| 376 | *(output_ptr + x) = in << _shift; |
| 377 | } |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 378 | }, |
| 379 | input, output); |
| 380 | break; |
| 381 | } |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 382 | case DataType::F32: |
| 383 | { |
| 384 | /* Up-conversion U8 -> F32 */ |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 385 | execute_window_loop(win, [&](const Coordinates &) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 386 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 387 | const auto input_ptr = reinterpret_cast<const uint8_t *>(input.ptr()); |
| 388 | const auto output_ptr = reinterpret_cast<float *>(output.ptr()); |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 389 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 390 | int x = window_start_x; |
| 391 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 392 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 393 | const uint8x16_t texels_u8 = vld1q_u8(input_ptr + x); |
| 394 | |
| 395 | const int16x8x2_t texels = |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 396 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 397 | { |
| 398 | vshlq_s16(vreinterpretq_s16_u16(vmovl_u8(vget_low_u8(texels_u8))), b), |
| 399 | vshlq_s16(vreinterpretq_s16_u16(vmovl_u8(vget_high_u8(texels_u8))), b) |
| 400 | } |
| 401 | }; |
| 402 | vst1q_f32(output_ptr + x, vcvtq_f32_s32(vmovl_s16(vget_low_s16(texels.val[0])))); |
| 403 | vst1q_f32(output_ptr + x + 4, vcvtq_f32_s32(vmovl_s16(vget_high_s16(texels.val[0])))); |
| 404 | vst1q_f32(output_ptr + x + 8, vcvtq_f32_s32(vmovl_s16(vget_low_s16(texels.val[1])))); |
| 405 | vst1q_f32(output_ptr + x + 12, vcvtq_f32_s32(vmovl_s16(vget_high_s16(texels.val[1])))); |
| 406 | } |
| 407 | |
| 408 | // Compute left-over elements |
| 409 | for(; x < window_end_x; ++x) |
| 410 | { |
| 411 | auto in = static_cast<uint32_t>(*(input_ptr + x)); |
| 412 | *(output_ptr + x) = static_cast<float>(in << _shift); |
| 413 | } |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 414 | }, |
| 415 | input, output); |
| 416 | break; |
| 417 | } |
| 418 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 419 | case DataType::F16: |
| 420 | { |
| 421 | /* Up-conversion U8 -> F16 */ |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 422 | execute_window_loop(win, [&](const Coordinates &) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 423 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 424 | const auto input_ptr = reinterpret_cast<const uint8_t *>(input.ptr()); |
| 425 | const auto output_ptr = reinterpret_cast<float16_t *>(output.ptr()); |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 426 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 427 | int x = window_start_x; |
| 428 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 429 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 430 | const uint8x16_t texels_u8 = vld1q_u8(input_ptr + x); |
| 431 | |
| 432 | const int16x8x2_t texels = |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 433 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 434 | { |
| 435 | vshlq_s16(vreinterpretq_s16_u16(vmovl_u8(vget_low_u8(texels_u8))), b), |
| 436 | vshlq_s16(vreinterpretq_s16_u16(vmovl_u8(vget_high_u8(texels_u8))), b) |
| 437 | } |
| 438 | }; |
| 439 | vst1q_f16(output_ptr + x, vcvtq_f16_s16(texels.val[0])); |
| 440 | vst1q_f16(output_ptr + x + 8, vcvtq_f16_s16(texels.val[1])); |
| 441 | } |
| 442 | |
| 443 | // Compute left-over elements |
| 444 | for(; x < window_end_x; ++x) |
| 445 | { |
| 446 | *(output_ptr + x) = static_cast<float16_t>(*(input_ptr + x) << _shift); |
| 447 | } |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 448 | }, |
| 449 | input, output); |
| 450 | break; |
| 451 | } |
| 452 | #endif // __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 453 | case DataType::U16: |
| 454 | { |
| 455 | /* Up-conversion U8 -> U16 */ |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 456 | execute_window_loop(win, [&](const Coordinates &) |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 457 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 458 | const auto input_ptr = reinterpret_cast<const uint8_t *>(input.ptr()); |
| 459 | const auto output_ptr = reinterpret_cast<uint16_t *>(output.ptr()); |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 460 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 461 | int x = window_start_x; |
| 462 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 463 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 464 | const uint8x16_t texels_u8 = vld1q_u8(input_ptr + x); |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 465 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 466 | const uint16x8x2_t texels = |
| 467 | { |
| 468 | { |
| 469 | vshlq_u16(vmovl_u8(vget_low_u8(texels_u8)), b), |
| 470 | vshlq_u16(vmovl_u8(vget_high_u8(texels_u8)), b) |
| 471 | } |
| 472 | }; |
| 473 | |
| 474 | vst1q_u16(output_ptr + x, texels.val[0]); |
| 475 | vst1q_u16(output_ptr + x + 8, texels.val[1]); |
| 476 | } |
| 477 | |
| 478 | // Compute left-over elements |
| 479 | for(; x < window_end_x; ++x) |
| 480 | { |
| 481 | *(output_ptr + x) = static_cast<uint16_t>(*(input_ptr + x)) << _shift; |
| 482 | } |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 483 | }, |
| 484 | input, output); |
| 485 | break; |
| 486 | } |
| 487 | default: |
| 488 | ARM_COMPUTE_ERROR("Output data type not supported"); |
| 489 | } |
| 490 | break; |
| 491 | } |
| 492 | case DataType::S16: |
| 493 | { |
| 494 | switch(_output->info()->data_type()) |
| 495 | { |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 496 | case DataType::QASYMM8_SIGNED: |
| 497 | { |
| 498 | const int16x8_t b = vdupq_n_s16(-static_cast<int16_t>(_shift)); |
| 499 | |
| 500 | /* Down-conversion S16 -> QASYMM8_SIGNED */ |
| 501 | if(ConvertPolicy::SATURATE == _policy) |
| 502 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 503 | execute_window_loop(win, [&](const Coordinates &) |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 504 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 505 | const auto input_ptr = reinterpret_cast<const int16_t *>(input.ptr()); |
| 506 | const auto output_ptr = reinterpret_cast<int8_t *>(output.ptr()); |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 507 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 508 | int x = window_start_x; |
| 509 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
| 510 | { |
| 511 | const int16x8x2_t texels = |
| 512 | { |
| 513 | { |
| 514 | vqshlq_s16(vld1q_s16(input_ptr + x), b), |
| 515 | vqshlq_s16(vld1q_s16(input_ptr + x + 8), b) |
| 516 | } |
| 517 | }; |
| 518 | |
| 519 | vst1q_s8(output_ptr + x, vcombine_s8(vqmovn_s16(texels.val[0]), vqmovn_s16(texels.val[1]))); |
| 520 | } |
| 521 | |
| 522 | // Compute left-over elements |
| 523 | for(; x < window_end_x; ++x) |
| 524 | { |
| 525 | *(output_ptr + x) = utils::cast::saturate_cast<int8_t>(*(input_ptr + x) >> _shift); |
| 526 | } |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 527 | }, |
| 528 | input, output); |
| 529 | } |
| 530 | else |
| 531 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 532 | execute_window_loop(win, [&](const Coordinates &) |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 533 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 534 | const auto input_ptr = reinterpret_cast<const int16_t *>(input.ptr()); |
| 535 | const auto output_ptr = reinterpret_cast<int8_t *>(output.ptr()); |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 536 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 537 | int x = window_start_x; |
| 538 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
| 539 | { |
| 540 | const int16x8x2_t texels = |
| 541 | { |
| 542 | { |
| 543 | vshlq_s16(vld1q_s16(input_ptr + x), b), |
| 544 | vshlq_s16(vld1q_s16(input_ptr + x + 8), b) |
| 545 | } |
| 546 | }; |
| 547 | |
| 548 | vst1q_s8(output_ptr + x, vcombine_s8(vmovn_s16(texels.val[0]), vmovn_s16(texels.val[1]))); |
| 549 | } |
| 550 | |
| 551 | // Compute left-over elements |
| 552 | for(; x < window_end_x; ++x) |
| 553 | { |
| 554 | *(output_ptr + x) = static_cast<int8_t>(*(input_ptr + x) >> _shift); |
| 555 | } |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 556 | }, |
| 557 | input, output); |
| 558 | } |
| 559 | break; |
| 560 | } |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 561 | case DataType::U8: |
| 562 | { |
| 563 | const int16x8_t b = vdupq_n_s16(-static_cast<int16_t>(_shift)); |
| 564 | |
| 565 | /* Down-conversion S16 -> U8 */ |
| 566 | if(ConvertPolicy::SATURATE == _policy) |
| 567 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 568 | execute_window_loop(win, [&](const Coordinates &) |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 569 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 570 | const auto input_ptr = reinterpret_cast<const int16_t *>(input.ptr()); |
| 571 | const auto output_ptr = reinterpret_cast<uint8_t *>(output.ptr()); |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 572 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 573 | int x = window_start_x; |
| 574 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
| 575 | { |
| 576 | const int16x8x2_t texels = |
| 577 | { |
| 578 | { |
| 579 | vqshlq_s16(vld1q_s16(input_ptr + x), b), |
| 580 | vqshlq_s16(vld1q_s16(input_ptr + x + 8), b) |
| 581 | } |
| 582 | }; |
| 583 | |
| 584 | vst1q_u8(output_ptr + x, vcombine_u8(vqmovun_s16(texels.val[0]), vqmovun_s16(texels.val[1]))); |
| 585 | } |
| 586 | |
| 587 | // Compute left-over elements |
| 588 | for(; x < window_end_x; ++x) |
| 589 | { |
| 590 | *(output_ptr + x) = utils::cast::saturate_cast<uint8_t>(*(input_ptr + x) >> _shift); |
| 591 | } |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 592 | }, |
| 593 | input, output); |
| 594 | } |
| 595 | else |
| 596 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 597 | execute_window_loop(win, [&](const Coordinates &) |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 598 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 599 | const auto input_ptr = reinterpret_cast<const int16_t *>(input.ptr()); |
| 600 | const auto output_ptr = reinterpret_cast<uint8_t *>(output.ptr()); |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 601 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 602 | int x = window_start_x; |
| 603 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
| 604 | { |
| 605 | const int16x8x2_t texels = |
| 606 | { |
| 607 | { |
| 608 | vshlq_s16(vld1q_s16(input_ptr + x), b), |
| 609 | vshlq_s16(vld1q_s16(input_ptr + x + 8), b) |
| 610 | } |
| 611 | }; |
| 612 | |
| 613 | vst1q_u8(output_ptr + x, vcombine_u8(vmovn_u16(vreinterpretq_u16_s16(texels.val[0])), |
| 614 | vmovn_u16(vreinterpretq_u16_s16(texels.val[1])))); |
| 615 | } |
| 616 | |
| 617 | // Compute left-over elements |
| 618 | for(; x < window_end_x; ++x) |
| 619 | { |
| 620 | *(output_ptr + x) = static_cast<uint8_t>(*(input_ptr + x) >> _shift); |
| 621 | } |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 622 | }, |
| 623 | input, output); |
| 624 | } |
| 625 | break; |
| 626 | } |
| 627 | case DataType::S32: |
| 628 | { |
| 629 | const int32x4_t b = vdupq_n_s32(_shift); |
| 630 | |
| 631 | /* Up-conversion S16 -> S32 */ |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 632 | execute_window_loop(win, [&](const Coordinates &) |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 633 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 634 | const auto input_ptr = reinterpret_cast<const int16_t *>(input.ptr()); |
| 635 | const auto output_ptr = reinterpret_cast<int32_t *>(output.ptr()); |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 636 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 637 | int x = window_start_x; |
| 638 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 639 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 640 | const int16x8x2_t texels = |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 641 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 642 | { |
| 643 | vld1q_s16(input_ptr + x), |
| 644 | vld1q_s16(input_ptr + x + 8) |
| 645 | } |
| 646 | }; |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 647 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 648 | const int32x4x4_t texels_s32 = |
| 649 | { |
| 650 | { |
| 651 | vshlq_s32(vmovl_s16(vget_low_s16(texels.val[0])), b), |
| 652 | vshlq_s32(vmovl_s16(vget_high_s16(texels.val[0])), b), |
| 653 | vshlq_s32(vmovl_s16(vget_low_s16(texels.val[1])), b), |
| 654 | vshlq_s32(vmovl_s16(vget_high_s16(texels.val[1])), b) |
| 655 | } |
| 656 | }; |
| 657 | |
| 658 | vst1q_s32(output_ptr + x, texels_s32.val[0]); |
| 659 | vst1q_s32(output_ptr + x + 4, texels_s32.val[1]); |
| 660 | vst1q_s32(output_ptr + x + 8, texels_s32.val[2]); |
| 661 | vst1q_s32(output_ptr + x + 12, texels_s32.val[3]); |
| 662 | } |
| 663 | |
| 664 | // Compute left-over elements |
| 665 | for(; x < window_end_x; ++x) |
| 666 | { |
| 667 | *(output_ptr + x) = static_cast<int32_t>(*(input_ptr + x) << _shift); |
| 668 | } |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 669 | }, |
| 670 | input, output); |
| 671 | break; |
| 672 | } |
| 673 | default: |
| 674 | ARM_COMPUTE_ERROR("Output data type not supported"); |
| 675 | } |
| 676 | break; |
| 677 | } |
| 678 | case DataType::U16: |
| 679 | { |
| 680 | switch(_output->info()->data_type()) |
| 681 | { |
| 682 | case DataType::U8: |
| 683 | { |
| 684 | const int16x8_t b = vdupq_n_s16(-static_cast<int16_t>(_shift)); |
| 685 | |
| 686 | /* Down-conversion U16 -> U8 */ |
| 687 | if(ConvertPolicy::SATURATE == _policy) |
| 688 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 689 | execute_window_loop(win, [&](const Coordinates &) |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 690 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 691 | const auto input_ptr = reinterpret_cast<const uint16_t *>(input.ptr()); |
| 692 | const auto output_ptr = reinterpret_cast<uint8_t *>(output.ptr()); |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 693 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 694 | int x = window_start_x; |
| 695 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
| 696 | { |
| 697 | const uint16x8x2_t texels = |
| 698 | { |
| 699 | { |
| 700 | vqshlq_u16(vld1q_u16(input_ptr + x), b), |
| 701 | vqshlq_u16(vld1q_u16(input_ptr + x + 8), b) |
| 702 | } |
| 703 | }; |
| 704 | |
| 705 | vst1q_u8(output_ptr + x, vcombine_u8(vqmovn_u16(texels.val[0]), vqmovn_u16(texels.val[1]))); |
| 706 | } |
| 707 | |
| 708 | // Compute left-over elements |
| 709 | for(; x < window_end_x; ++x) |
| 710 | { |
| 711 | *(output_ptr + x) = utils::cast::saturate_cast<uint8_t>(*(input_ptr + x) >> _shift); |
| 712 | } |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 713 | }, |
| 714 | input, output); |
| 715 | } |
| 716 | else |
| 717 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 718 | execute_window_loop(win, [&](const Coordinates &) |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 719 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 720 | const auto input_ptr = reinterpret_cast<const uint16_t *>(input.ptr()); |
| 721 | const auto output_ptr = reinterpret_cast<uint8_t *>(output.ptr()); |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 722 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 723 | int x = window_start_x; |
| 724 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
| 725 | { |
| 726 | const uint16x8x2_t texels = |
| 727 | { |
| 728 | { |
| 729 | vshlq_u16(vld1q_u16(input_ptr + x), b), |
| 730 | vshlq_u16(vld1q_u16(input_ptr + x + 8), b) |
| 731 | } |
| 732 | }; |
| 733 | |
| 734 | vst1q_u8(output_ptr + x, vcombine_u8(vmovn_u16(texels.val[0]), vmovn_u16(texels.val[1]))); |
| 735 | } |
| 736 | |
| 737 | // Compute left-over elements |
| 738 | for(; x < window_end_x; ++x) |
| 739 | { |
| 740 | *(output_ptr + x) = static_cast<uint8_t>(*(input_ptr + x) >> _shift); |
| 741 | } |
| 742 | |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 743 | }, |
| 744 | input, output); |
| 745 | } |
| 746 | break; |
| 747 | } |
| 748 | case DataType::U32: |
| 749 | { |
| 750 | const int32x4_t b = vdupq_n_s32(_shift); |
| 751 | |
| 752 | /* Up-conversion U16 -> U32 */ |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 753 | execute_window_loop(win, [&](const Coordinates &) |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 754 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 755 | const auto input_ptr = reinterpret_cast<const uint16_t *>(input.ptr()); |
| 756 | const auto output_ptr = reinterpret_cast<uint32_t *>(output.ptr()); |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 757 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 758 | int x = window_start_x; |
| 759 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
| 760 | { |
| 761 | const uint16x8x2_t texels = |
| 762 | { |
| 763 | { |
| 764 | vld1q_u16(input_ptr + x), |
| 765 | vld1q_u16(input_ptr + x + 8) |
| 766 | } |
| 767 | }; |
| 768 | |
| 769 | vst1q_u32(output_ptr + x, vshlq_u32(vmovl_u16(vget_low_u16(texels.val[0])), b)); |
| 770 | vst1q_u32(output_ptr + x + 4, vshlq_u32(vmovl_u16(vget_high_u16(texels.val[0])), b)); |
| 771 | vst1q_u32(output_ptr + x + 8, vshlq_u32(vmovl_u16(vget_low_u16(texels.val[1])), b)); |
| 772 | vst1q_u32(output_ptr + x + 12, vshlq_u32(vmovl_u16(vget_high_u16(texels.val[1])), b)); |
| 773 | } |
| 774 | // Compute left-over elements |
| 775 | for(; x < window_end_x; ++x) |
| 776 | { |
| 777 | *(output_ptr + x) = static_cast<uint32_t>(*(input_ptr + x) << _shift); |
| 778 | } |
| 779 | |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 780 | }, |
| 781 | input, output); |
| 782 | break; |
| 783 | } |
| 784 | default: |
| 785 | ARM_COMPUTE_ERROR("Output data type not supported"); |
| 786 | } |
| 787 | break; |
| 788 | } |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 789 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 790 | case DataType::F16: |
| 791 | switch(_output->info()->data_type()) |
| 792 | { |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 793 | case DataType::QASYMM8_SIGNED: |
| 794 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 795 | const float16_t scale_s = 1 << _shift; |
| 796 | const float16x8_t scale = vdupq_n_f16(scale_s); |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 797 | |
| 798 | /* Up-conversion F16 -> QASYMM8_SIGNED */ |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 799 | execute_window_loop(win, [&](const Coordinates &) |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 800 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 801 | const auto input_ptr = reinterpret_cast<const float16_t *>(input.ptr()); |
| 802 | const auto output_ptr = reinterpret_cast<int8_t *>(output.ptr()); |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 803 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 804 | int x = window_start_x; |
| 805 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
| 806 | { |
| 807 | const float16x8x2_t texels = |
| 808 | { |
| 809 | { |
| 810 | vmulq_f16(vld1q_f16(input_ptr + x), scale), |
| 811 | vmulq_f16(vld1q_f16(input_ptr + x + 8), scale), |
| 812 | } |
| 813 | }; |
| 814 | |
| 815 | vst1q_s8(output_ptr + x, vcombine_s8(vqmovn_s16(vcvtq_s16_f16(texels.val[0])), vqmovn_s16(vcvtq_s16_f16(texels.val[1])))); |
| 816 | } |
| 817 | |
| 818 | // Compute left-over elements |
| 819 | for(; x < window_end_x; ++x) |
| 820 | { |
| 821 | *(output_ptr + x) = static_cast<int8_t>(*(input_ptr + x) * scale_s); |
| 822 | } |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 823 | }, |
| 824 | input, output); |
| 825 | break; |
| 826 | } |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 827 | case DataType::QASYMM8: |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 828 | case DataType::U8: |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 829 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 830 | const float16_t scale_s = 1 << _shift; |
| 831 | const float16x8_t scale = vdupq_n_f16(scale_s); |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 832 | |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 833 | /* Up-conversion F16 -> U8 */ |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 834 | execute_window_loop(win, [&](const Coordinates &) |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 835 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 836 | const auto input_ptr = reinterpret_cast<const float16_t *>(input.ptr()); |
| 837 | const auto output_ptr = reinterpret_cast<uint8_t *>(output.ptr()); |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 838 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 839 | int x = window_start_x; |
| 840 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
| 841 | { |
| 842 | const float16x8x2_t texels = |
| 843 | { |
| 844 | { |
| 845 | vmulq_f16(vld1q_f16(input_ptr + x), scale), |
| 846 | vmulq_f16(vld1q_f16(input_ptr + x + 8), scale), |
| 847 | } |
| 848 | }; |
| 849 | |
| 850 | vst1q_u8(output_ptr + x, vcombine_u8(vqmovun_s16(vcvtq_s16_f16(texels.val[0])), vqmovun_s16(vcvtq_s16_f16(texels.val[1])))); |
| 851 | } |
| 852 | |
| 853 | // Compute left-over elements |
| 854 | for(; x < window_end_x; ++x) |
| 855 | { |
| 856 | *(output_ptr + x) = static_cast<uint8_t>(*(input_ptr + x) * scale_s); |
| 857 | } |
| 858 | |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 859 | }, |
| 860 | input, output); |
| 861 | break; |
| 862 | } |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 863 | case DataType::F32: |
| 864 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 865 | const float scale_s = 1 << _shift; |
| 866 | const float32x4_t scale = vdupq_n_f32(scale_s); |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 867 | |
| 868 | /* Up-conversion F16 -> F32 */ |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 869 | execute_window_loop(win, [&](const Coordinates &) |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 870 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 871 | const auto input_ptr = reinterpret_cast<const float16_t *>(input.ptr()); |
| 872 | const auto output_ptr = reinterpret_cast<float *>(output.ptr()); |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 873 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 874 | int x = window_start_x; |
| 875 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
| 876 | { |
| 877 | const float16x8x2_t texels = |
| 878 | { |
| 879 | { |
| 880 | vld1q_f16(input_ptr + x), |
| 881 | vld1q_f16(input_ptr + x + 8) |
| 882 | } |
| 883 | }; |
| 884 | vst1q_f32(output_ptr + x, vmulq_f32(vcvt_f32_f16(vget_low_f16(texels.val[0])), scale)); |
| 885 | vst1q_f32(output_ptr + x + 4, vmulq_f32(vcvt_f32_f16(vget_high_f16(texels.val[0])), scale)); |
| 886 | vst1q_f32(output_ptr + x + 8, vmulq_f32(vcvt_f32_f16(vget_low_f16(texels.val[1])), scale)); |
| 887 | vst1q_f32(output_ptr + x + 12, vmulq_f32(vcvt_f32_f16(vget_high_f16(texels.val[1])), scale)); |
| 888 | } |
| 889 | |
| 890 | // Compute left-over elements |
| 891 | for(; x < window_end_x; ++x) |
| 892 | { |
| 893 | *(output_ptr + x) = static_cast<float>(*(input_ptr + x) * scale_s); |
| 894 | } |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 895 | }, |
| 896 | input, output); |
| 897 | break; |
| 898 | } |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 899 | case DataType::S32: |
| 900 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 901 | const float scale_s = 1 << _shift; |
| 902 | const float32x4_t scale = vdupq_n_f32(scale_s); |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 903 | |
| 904 | /* Up-conversion F16 -> S32 */ |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 905 | execute_window_loop(win, [&](const Coordinates &) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 906 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 907 | const auto input_ptr = reinterpret_cast<const float16_t *>(input.ptr()); |
| 908 | const auto output_ptr = reinterpret_cast<int32_t *>(output.ptr()); |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 909 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 910 | int x = window_start_x; |
| 911 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
| 912 | { |
| 913 | const float16x8x2_t texels = |
| 914 | { |
| 915 | { |
| 916 | vld1q_f16(input_ptr + x), |
| 917 | vld1q_f16(input_ptr + x + 8) |
| 918 | } |
| 919 | }; |
| 920 | |
| 921 | vst1q_s32(output_ptr + x, vcvtq_s32_f32(vmulq_f32(vcvt_f32_f16(vget_low_f16(texels.val[0])), scale))); |
| 922 | vst1q_s32(output_ptr + x + 4, vcvtq_s32_f32(vmulq_f32(vcvt_f32_f16(vget_high_f16(texels.val[0])), scale))); |
| 923 | vst1q_s32(output_ptr + x + 8, vcvtq_s32_f32(vmulq_f32(vcvt_f32_f16(vget_low_f16(texels.val[1])), scale))); |
| 924 | vst1q_s32(output_ptr + x + 12, vcvtq_s32_f32(vmulq_f32(vcvt_f32_f16(vget_high_f16(texels.val[1])), scale))); |
| 925 | } |
| 926 | |
| 927 | // Compute left-over elements |
| 928 | for(; x < window_end_x; ++x) |
| 929 | { |
| 930 | *(output_ptr + x) = static_cast<int32_t>(*(input_ptr + x) * scale_s); |
| 931 | } |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 932 | }, |
| 933 | input, output); |
| 934 | break; |
| 935 | } |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 936 | default: |
| 937 | ARM_COMPUTE_ERROR("Output data type not supported"); |
| 938 | } |
| 939 | break; |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 940 | #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 941 | case DataType::F32: |
| 942 | switch(_output->info()->data_type()) |
| 943 | { |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 944 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 945 | case DataType::F16: |
| 946 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 947 | const float scale_s = 1.f / (1 << _shift); |
| 948 | const float32x4_t scale = vdupq_n_f32(scale_s); |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 949 | |
| 950 | /* Down-conversion F32 -> F16 */ |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 951 | execute_window_loop(win, [&](const Coordinates &) |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 952 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 953 | const auto input_ptr = reinterpret_cast<const float *>(input.ptr()); |
| 954 | const auto output_ptr = reinterpret_cast<float16_t *>(output.ptr()); |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 955 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 956 | int x = window_start_x; |
| 957 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
| 958 | { |
| 959 | const float32x4x4_t texels = |
| 960 | { |
| 961 | { |
| 962 | vmulq_f32(vld1q_f32(input_ptr + x), scale), |
| 963 | vmulq_f32(vld1q_f32(input_ptr + x + 4), scale), |
| 964 | vmulq_f32(vld1q_f32(input_ptr + x + 8), scale), |
| 965 | vmulq_f32(vld1q_f32(input_ptr + x + 12), scale) |
| 966 | } |
| 967 | }; |
| 968 | |
| 969 | vst1q_f16(output_ptr + x, vcombine_f16(vcvt_f16_f32(texels.val[0]), vcvt_f16_f32(texels.val[1]))); |
| 970 | vst1q_f16(output_ptr + x + 8, vcombine_f16(vcvt_f16_f32(texels.val[2]), vcvt_f16_f32(texels.val[3]))); |
| 971 | } |
| 972 | |
| 973 | // Compute left-over elements |
| 974 | for(; x < window_end_x; ++x) |
| 975 | { |
| 976 | *(output_ptr + x) = static_cast<float16_t>(*(input_ptr + x) * scale_s); |
| 977 | } |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 978 | }, |
| 979 | input, output); |
| 980 | break; |
| 981 | } |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 982 | #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 983 | case DataType::S32: |
| 984 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 985 | const float scale_s = 1.f / (1 << _shift); |
| 986 | const float32x4_t scale = vdupq_n_f32(scale_s); |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 987 | |
| 988 | /* Conversion F32 -> S32 */ |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 989 | execute_window_loop(win, [&](const Coordinates &) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 990 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 991 | const auto input_ptr = reinterpret_cast<const float *>(input.ptr()); |
| 992 | const auto output_ptr = reinterpret_cast<int32_t *>(output.ptr()); |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 993 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 994 | int x = window_start_x; |
| 995 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
| 996 | { |
| 997 | const float32x4x4_t texels = |
| 998 | { |
| 999 | { |
| 1000 | vmulq_f32(vld1q_f32(input_ptr + x), scale), |
| 1001 | vmulq_f32(vld1q_f32(input_ptr + x + 4), scale), |
| 1002 | vmulq_f32(vld1q_f32(input_ptr + x + 8), scale), |
| 1003 | vmulq_f32(vld1q_f32(input_ptr + x + 12), scale), |
| 1004 | } |
| 1005 | }; |
| 1006 | |
| 1007 | vst1q_s32(output_ptr + x, vcvtq_s32_f32(texels.val[0])); |
| 1008 | vst1q_s32(output_ptr + x + 4, vcvtq_s32_f32(texels.val[1])); |
| 1009 | vst1q_s32(output_ptr + x + 8, vcvtq_s32_f32(texels.val[2])); |
| 1010 | vst1q_s32(output_ptr + x + 12, vcvtq_s32_f32(texels.val[3])); |
| 1011 | } |
| 1012 | |
| 1013 | // Compute left-over elements |
| 1014 | for(; x < window_end_x; ++x) |
| 1015 | { |
| 1016 | *(output_ptr + x) = static_cast<int32_t>(*(input_ptr + x) * scale_s); |
| 1017 | } |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 1018 | }, |
| 1019 | input, output); |
| 1020 | break; |
| 1021 | } |
| 1022 | case DataType::QASYMM8: |
| 1023 | case DataType::U8: |
| 1024 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 1025 | const float scale_s = 1.f / (1 << _shift); |
| 1026 | const float32x4_t scale = vdupq_n_f32(scale_s); |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 1027 | |
| 1028 | /* Down-conversion F32 -> U8 */ |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 1029 | execute_window_loop(win, [&](const Coordinates &) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 1030 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 1031 | const auto input_ptr = reinterpret_cast<const float *>(input.ptr()); |
| 1032 | const auto output_ptr = reinterpret_cast<uint8_t *>(output.ptr()); |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 1033 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 1034 | int x = window_start_x; |
| 1035 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
| 1036 | { |
| 1037 | const float32x4x4_t texels = |
| 1038 | { |
| 1039 | { |
| 1040 | vmulq_f32(vld1q_f32(input_ptr + x), scale), |
| 1041 | vmulq_f32(vld1q_f32(input_ptr + x + 4), scale), |
| 1042 | vmulq_f32(vld1q_f32(input_ptr + x + 8), scale), |
| 1043 | vmulq_f32(vld1q_f32(input_ptr + x + 12), scale), |
| 1044 | } |
| 1045 | }; |
| 1046 | |
| 1047 | vst1_u8(output_ptr + x, vqmovn_u16(vcombine_u16(vqmovun_s32(vcvtq_s32_f32(texels.val[0])), vqmovun_s32(vcvtq_s32_f32(texels.val[1]))))); |
| 1048 | vst1_u8(output_ptr + x + 8, vqmovn_u16(vcombine_u16(vqmovun_s32(vcvtq_s32_f32(texels.val[2])), vqmovun_s32(vcvtq_s32_f32(texels.val[3]))))); |
| 1049 | } |
| 1050 | |
| 1051 | // Compute left-over elements |
| 1052 | for(; x < window_end_x; ++x) |
| 1053 | { |
| 1054 | *(output_ptr + x) = utils::cast::saturate_cast<uint8_t>(*(input_ptr + x) * scale_s); |
| 1055 | } |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 1056 | }, |
| 1057 | input, output); |
| 1058 | break; |
| 1059 | } |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 1060 | case DataType::QASYMM8_SIGNED: |
| 1061 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 1062 | const float scale_s = 1.f / (1 << _shift); |
| 1063 | const float32x4_t scale = vdupq_n_f32(scale_s); |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 1064 | |
| 1065 | /* Down-conversion F32 -> QASYMM8_SIGNED */ |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 1066 | execute_window_loop(win, [&](const Coordinates &) |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 1067 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 1068 | const auto input_ptr = reinterpret_cast<const float *>(input.ptr()); |
| 1069 | const auto output_ptr = reinterpret_cast<int8_t *>(output.ptr()); |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 1070 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 1071 | int x = window_start_x; |
| 1072 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
| 1073 | { |
| 1074 | const float32x4x4_t texels = |
| 1075 | { |
| 1076 | { |
| 1077 | vmulq_f32(vld1q_f32(input_ptr + x), scale), |
| 1078 | vmulq_f32(vld1q_f32(input_ptr + x + 4), scale), |
| 1079 | vmulq_f32(vld1q_f32(input_ptr + x + 8), scale), |
| 1080 | vmulq_f32(vld1q_f32(input_ptr + x + 12), scale), |
| 1081 | } |
| 1082 | }; |
| 1083 | |
| 1084 | vst1_s8(output_ptr + x, vqmovn_s16(vcombine_s16(vqmovn_s32(vcvtq_s32_f32(texels.val[0])), vqmovn_s32(vcvtq_s32_f32(texels.val[1]))))); |
| 1085 | vst1_s8(output_ptr + x + 8, vqmovn_s16(vcombine_s16(vqmovn_s32(vcvtq_s32_f32(texels.val[2])), vqmovn_s32(vcvtq_s32_f32(texels.val[3]))))); |
| 1086 | } |
| 1087 | // Compute left-over elements |
| 1088 | for(; x < window_end_x; ++x) |
| 1089 | { |
| 1090 | *(output_ptr + x) = utils::cast::saturate_cast<int8_t>(*(input_ptr + x) * scale_s); |
| 1091 | } |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 1092 | }, |
| 1093 | input, output); |
| 1094 | break; |
| 1095 | } |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 1096 | |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 1097 | default: |
| 1098 | ARM_COMPUTE_ERROR("Output data type not supported"); |
| 1099 | } |
| 1100 | break; |
| 1101 | |
| 1102 | case DataType::S32: |
| 1103 | switch(_output->info()->data_type()) |
| 1104 | { |
| 1105 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 1106 | case DataType::F16: |
| 1107 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 1108 | const float scale_s = 1.f / (1 << _shift); |
| 1109 | const float32x4_t scale = vdupq_n_f32(scale_s); |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 1110 | |
| 1111 | /* Down-conversion S32 -> F16 */ |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 1112 | execute_window_loop(win, [&](const Coordinates &) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 1113 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 1114 | const auto input_ptr = reinterpret_cast<const int32_t *>(input.ptr()); |
| 1115 | const auto output_ptr = reinterpret_cast<float16_t *>(output.ptr()); |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 1116 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 1117 | int x = window_start_x; |
| 1118 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
| 1119 | { |
| 1120 | const float32x4x4_t texels = |
| 1121 | { |
| 1122 | { |
| 1123 | vmulq_f32(vcvtq_f32_s32(vld1q_s32(input_ptr + x)), scale), |
| 1124 | vmulq_f32(vcvtq_f32_s32(vld1q_s32(input_ptr + x + 4)), scale), |
| 1125 | vmulq_f32(vcvtq_f32_s32(vld1q_s32(input_ptr + x + 8)), scale), |
| 1126 | vmulq_f32(vcvtq_f32_s32(vld1q_s32(input_ptr + x + 12)), scale) |
| 1127 | } |
| 1128 | }; |
| 1129 | |
| 1130 | vst1q_f16(output_ptr + x, vcombine_f16(vcvt_f16_f32(texels.val[0]), vcvt_f16_f32(texels.val[1]))); |
| 1131 | vst1q_f16(output_ptr + x + 8, vcombine_f16(vcvt_f16_f32(texels.val[2]), vcvt_f16_f32(texels.val[3]))); |
| 1132 | } |
| 1133 | |
| 1134 | // Compute left-over elements |
| 1135 | for(; x < window_end_x; ++x) |
| 1136 | { |
| 1137 | *(output_ptr + x) = static_cast<int8_t>(*(input_ptr + x) * scale_s); |
| 1138 | } |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 1139 | }, |
| 1140 | input, output); |
| 1141 | break; |
| 1142 | } |
| 1143 | #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
| 1144 | case DataType::F32: |
| 1145 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 1146 | const int scale_s = 1.f / (1 << _shift); |
| 1147 | const int32x4_t scale = vdupq_n_s32(scale_s); |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 1148 | |
| 1149 | /* Conversion S32 -> F32 */ |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 1150 | execute_window_loop(win, [&](const Coordinates &) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 1151 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 1152 | const auto input_ptr = reinterpret_cast<const int32_t *>(input.ptr()); |
| 1153 | const auto output_ptr = reinterpret_cast<float *>(output.ptr()); |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 1154 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 1155 | int x = window_start_x; |
| 1156 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
| 1157 | { |
| 1158 | const int32x4x4_t texels = |
| 1159 | { |
| 1160 | { |
| 1161 | vmulq_s32(vld1q_s32(input_ptr + x), scale), |
| 1162 | vmulq_s32(vld1q_s32(input_ptr + x + 4), scale), |
| 1163 | vmulq_s32(vld1q_s32(input_ptr + x + 8), scale), |
| 1164 | vmulq_s32(vld1q_s32(input_ptr + x + 12), scale), |
| 1165 | } |
| 1166 | }; |
| 1167 | |
| 1168 | vst1q_f32(output_ptr + x, vcvtq_f32_s32(texels.val[0])); |
| 1169 | vst1q_f32(output_ptr + x + 4, vcvtq_f32_s32(texels.val[1])); |
| 1170 | vst1q_f32(output_ptr + x + 8, vcvtq_f32_s32(texels.val[2])); |
| 1171 | vst1q_f32(output_ptr + x + 12, vcvtq_f32_s32(texels.val[3])); |
| 1172 | } |
| 1173 | |
| 1174 | // Compute left-over elements |
| 1175 | for(; x < window_end_x; ++x) |
| 1176 | { |
| 1177 | *(output_ptr + x) = static_cast<float>(*(input_ptr + x) * scale_s); |
| 1178 | } |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 1179 | }, |
| 1180 | input, output); |
| 1181 | break; |
| 1182 | } |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 1183 | case DataType::QASYMM8_SIGNED: |
| 1184 | { |
| 1185 | const int32x4_t b = vdupq_n_s32(-static_cast<int32_t>(_shift)); |
| 1186 | |
| 1187 | /* Down-conversion S32 -> QASYMM8_SIGNED */ |
| 1188 | if(ConvertPolicy::SATURATE == _policy) |
| 1189 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 1190 | execute_window_loop(win, [&](const Coordinates &) |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 1191 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 1192 | const auto input_ptr = reinterpret_cast<const int32_t *>(input.ptr()); |
| 1193 | const auto output_ptr = reinterpret_cast<int8_t *>(output.ptr()); |
| 1194 | |
| 1195 | int x = window_start_x; |
| 1196 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 1197 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 1198 | const int32x4x4_t texels = |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 1199 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 1200 | { |
| 1201 | vqshlq_s32(vld1q_s32(input_ptr + x), b), |
| 1202 | vqshlq_s32(vld1q_s32(input_ptr + x + 4), b), |
| 1203 | vqshlq_s32(vld1q_s32(input_ptr + x + 8), b), |
| 1204 | vqshlq_s32(vld1q_s32(input_ptr + x + 12), b) |
| 1205 | } |
| 1206 | }; |
| 1207 | vst1_s8(output_ptr + x, vqmovn_s16(vcombine_s16(vqmovn_s32(texels.val[0]), vqmovn_s32(texels.val[1])))); |
| 1208 | vst1_s8(output_ptr + x + 8, vqmovn_s16(vcombine_s16(vqmovn_s32(texels.val[2]), vqmovn_s32(texels.val[3])))); |
| 1209 | } |
| 1210 | |
| 1211 | // Compute left-over elements |
| 1212 | for(; x < window_end_x; ++x) |
| 1213 | { |
| 1214 | *(output_ptr + x) = utils::cast::saturate_cast<int8_t>(*(input_ptr + x) >> _shift); |
| 1215 | } |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 1216 | }, |
| 1217 | input, output); |
| 1218 | } |
| 1219 | else |
| 1220 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 1221 | execute_window_loop(win, [&](const Coordinates &) |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 1222 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 1223 | const auto input_ptr = reinterpret_cast<const int32_t *>(input.ptr()); |
| 1224 | const auto output_ptr = reinterpret_cast<int8_t *>(output.ptr()); |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 1225 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 1226 | int x = window_start_x; |
| 1227 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
| 1228 | { |
| 1229 | const int32x4x4_t texels = |
| 1230 | { |
| 1231 | { |
| 1232 | vshlq_s32(vld1q_s32(input_ptr + x), b), |
| 1233 | vshlq_s32(vld1q_s32(input_ptr + x + 4), b), |
| 1234 | vshlq_s32(vld1q_s32(input_ptr + x + 8), b), |
| 1235 | vshlq_s32(vld1q_s32(input_ptr + x + 12), b) |
| 1236 | } |
| 1237 | }; |
| 1238 | |
| 1239 | vst1_s8(output_ptr + x, vmovn_s16(vcombine_s16(vmovn_s32(texels.val[0]), vmovn_s32(texels.val[1])))); |
| 1240 | vst1_s8(output_ptr + x + 8, vmovn_s16(vcombine_s16(vmovn_s32(texels.val[2]), vmovn_s32(texels.val[3])))); |
| 1241 | } |
| 1242 | |
| 1243 | // Compute left-over elements |
| 1244 | for(; x < window_end_x; ++x) |
| 1245 | { |
| 1246 | *(output_ptr + x) = static_cast<int8_t>(*(input_ptr + x) >> _shift); |
| 1247 | } |
Luca Foschiani | daa3aba | 2020-01-08 15:55:08 +0000 | [diff] [blame] | 1248 | }, |
| 1249 | input, output); |
| 1250 | } |
| 1251 | break; |
| 1252 | } |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 1253 | case DataType::QASYMM8: |
| 1254 | case DataType::U8: |
| 1255 | { |
| 1256 | const int32x4_t b = vdupq_n_s32(-static_cast<int32_t>(_shift)); |
| 1257 | |
| 1258 | /* Down-conversion S32 -> U8 */ |
| 1259 | if(ConvertPolicy::SATURATE == _policy) |
| 1260 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 1261 | execute_window_loop(win, [&](const Coordinates &) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 1262 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 1263 | const auto input_ptr = reinterpret_cast<const int32_t *>(input.ptr()); |
| 1264 | const auto output_ptr = reinterpret_cast<uint8_t *>(output.ptr()); |
| 1265 | |
| 1266 | int x = window_start_x; |
| 1267 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 1268 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 1269 | const int32x4x4_t texels = |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 1270 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 1271 | { |
| 1272 | vqshlq_s32(vld1q_s32(input_ptr + x), b), |
| 1273 | vqshlq_s32(vld1q_s32(input_ptr + x + 4), b), |
| 1274 | vqshlq_s32(vld1q_s32(input_ptr + x + 8), b), |
| 1275 | vqshlq_s32(vld1q_s32(input_ptr + x + 12), b) |
| 1276 | } |
| 1277 | }; |
| 1278 | vst1_u8(output_ptr + x, vqmovn_u16(vcombine_u16(vqmovun_s32(texels.val[0]), vqmovun_s32(texels.val[1])))); |
| 1279 | vst1_u8(output_ptr + x + 8, vqmovn_u16(vcombine_u16(vqmovun_s32(texels.val[2]), vqmovun_s32(texels.val[3])))); |
| 1280 | } |
| 1281 | |
| 1282 | // Compute left-over elements |
| 1283 | for(; x < window_end_x; ++x) |
| 1284 | { |
| 1285 | *(output_ptr + x) = utils::cast::saturate_cast<uint8_t>(*(input_ptr + x) >> _shift); |
| 1286 | } |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 1287 | }, |
| 1288 | input, output); |
| 1289 | } |
| 1290 | else |
| 1291 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 1292 | execute_window_loop(win, [&](const Coordinates &) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 1293 | { |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 1294 | const auto input_ptr = reinterpret_cast<const int32_t *>(input.ptr()); |
| 1295 | const auto output_ptr = reinterpret_cast<uint8_t *>(output.ptr()); |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 1296 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 1297 | int x = window_start_x; |
| 1298 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
| 1299 | { |
| 1300 | const int32x4x4_t texels = |
| 1301 | { |
| 1302 | { |
| 1303 | vshlq_s32(vld1q_s32(input_ptr + x), b), |
| 1304 | vshlq_s32(vld1q_s32(input_ptr + x + 4), b), |
| 1305 | vshlq_s32(vld1q_s32(input_ptr + x + 8), b), |
| 1306 | vshlq_s32(vld1q_s32(input_ptr + x + 12), b) |
| 1307 | } |
| 1308 | }; |
| 1309 | |
| 1310 | vst1_u8(output_ptr + x, vmovn_u16(vcombine_u16(vmovn_u32(vreinterpretq_u32_s32(texels.val[0])), vmovn_u32(vreinterpretq_u32_s32(texels.val[1]))))); |
| 1311 | vst1_u8(output_ptr + x + 8, vmovn_u16(vcombine_u16(vmovn_u32(vreinterpretq_u32_s32(texels.val[2])), vmovn_u32(vreinterpretq_u32_s32(texels.val[3]))))); |
| 1312 | } |
| 1313 | |
| 1314 | // Compute left-over elements |
| 1315 | for(; x < window_end_x; ++x) |
| 1316 | { |
| 1317 | *(output_ptr + x) = static_cast<uint8_t>(*(input_ptr + x) >> _shift); |
| 1318 | } |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 1319 | }, |
| 1320 | input, output); |
| 1321 | } |
| 1322 | break; |
| 1323 | } |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 1324 | default: |
| 1325 | ARM_COMPUTE_ERROR("Output data type not supported"); |
| 1326 | } |
| 1327 | break; |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 1328 | default: |
| 1329 | ARM_COMPUTE_ERROR("Not supported"); |
| 1330 | } |
| 1331 | } |