Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 1 | /* |
Georgios Pinitas | 5518671 | 2018-01-08 17:37:12 +0000 | [diff] [blame] | 2 | * Copyright (c) 2016-2018 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 | */ |
| 24 | #include "arm_compute/core/NEON/kernels/NEFillBorderKernel.h" |
| 25 | |
| 26 | #include "arm_compute/core/Error.h" |
| 27 | #include "arm_compute/core/Helpers.h" |
| 28 | #include "arm_compute/core/ITensor.h" |
| 29 | #include "arm_compute/core/TensorInfo.h" |
Georgios Pinitas | 583137c | 2017-08-31 18:12:42 +0100 | [diff] [blame] | 30 | #include "arm_compute/core/Types.h" |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 31 | #include "arm_compute/core/Validate.h" |
| 32 | #include "arm_compute/core/Window.h" |
| 33 | |
| 34 | #include <algorithm> |
| 35 | #include <cstdint> |
| 36 | |
| 37 | using namespace arm_compute; |
| 38 | |
Pablo Tello | 62eeae4 | 2017-08-09 16:33:49 +0100 | [diff] [blame] | 39 | namespace |
| 40 | { |
| 41 | template <typename T, unsigned int leftx, unsigned int rightx> |
| 42 | void fill_constant_value_single_channel_special(ITensor *tensor, const Window &window, unsigned int right, unsigned int bottom, const PixelValue &constant_border_value); |
| 43 | |
| 44 | template <> |
| 45 | inline void fill_constant_value_single_channel_special<float, 1u, 1u>(ITensor *tensor, const Window &window, unsigned int right, unsigned int bottom, const PixelValue &constant_border_value) |
| 46 | { |
| 47 | float border_value; |
| 48 | constant_border_value.get(border_value); |
| 49 | uint8_t *const start_valid_region = tensor->ptr_to_element(tensor->info()->valid_region().anchor); |
Georgios Pinitas | 0223a78 | 2017-12-12 11:44:44 +0000 | [diff] [blame] | 50 | const size_t width = tensor->info()->valid_region().shape[0]; |
| 51 | const size_t height = tensor->info()->valid_region().shape[1]; |
Pablo Tello | 62eeae4 | 2017-08-09 16:33:49 +0100 | [diff] [blame] | 52 | const int stridey = tensor->info()->strides_in_bytes()[1]; |
| 53 | |
| 54 | // Left and right border |
| 55 | Window vertical(window); |
| 56 | vertical.set(Window::DimY, Window::Dimension(0, height, 1)); |
| 57 | |
| 58 | Iterator vertical_it(tensor, vertical); |
| 59 | |
| 60 | execute_window_loop(vertical, [&](const Coordinates &) |
| 61 | { |
| 62 | const auto row_start = reinterpret_cast<float *>(start_valid_region + vertical_it.offset()); |
| 63 | |
| 64 | // Fill left and right borders |
| 65 | *(row_start - 1) = border_value; |
| 66 | std::fill_n(row_start + width, right, border_value); |
| 67 | }, |
| 68 | vertical_it); |
| 69 | |
| 70 | // Top and bottom border |
| 71 | Iterator plane_it(tensor, window); |
| 72 | |
| 73 | // Iterate over all XY planes |
| 74 | execute_window_loop(window, [&](const Coordinates &) |
| 75 | { |
| 76 | uint8_t *base_addr = start_valid_region + plane_it.offset(); |
| 77 | // Top border |
| 78 | const auto row_start = reinterpret_cast<float *>(base_addr - stridey); |
| 79 | // Fill top rows including left/right borders |
| 80 | std::fill_n(row_start - 1, 1 + width + right, border_value); |
| 81 | |
| 82 | // Bottom border |
| 83 | const unsigned low_border_size = height + bottom; |
| 84 | for(unsigned int i = height; i < low_border_size; ++i) |
| 85 | { |
| 86 | const auto row_start = reinterpret_cast<float *>(base_addr + i * stridey); |
| 87 | |
| 88 | // Fill bottom rows including left/right borders |
| 89 | std::fill_n(row_start - 1, 1 + width + right, border_value); |
| 90 | } |
| 91 | }, |
| 92 | plane_it); |
| 93 | } |
| 94 | } // namespace |
| 95 | |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 96 | namespace arm_compute |
| 97 | { |
| 98 | class Coordinates; |
| 99 | } // namespace arm_compute |
| 100 | |
| 101 | NEFillBorderKernel::NEFillBorderKernel() |
Michalis Spyrou | 490bf2e | 2017-09-29 11:24:55 +0100 | [diff] [blame] | 102 | : _tensor(nullptr), _border_size(0), _mode(BorderMode::UNDEFINED), _constant_border_value(static_cast<float>(0.f)) |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 103 | { |
| 104 | } |
| 105 | |
| 106 | void NEFillBorderKernel::configure(ITensor *tensor, BorderSize border_size, BorderMode border_mode, const PixelValue &constant_border_value) |
| 107 | { |
Anthony Barbier | eaefd00 | 2018-07-20 17:49:35 +0100 | [diff] [blame] | 108 | //Note: ARM_COMPUTE_RETURN_ERROR_ON_CPU_F16_UNSUPPORTED(input) is not needed here as this kernel doesn't use NEON FP16 instructions. |
Vidhya Sudhan Loganathan | 7485d5a | 2018-07-04 09:34:00 +0100 | [diff] [blame] | 109 | ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(tensor, 1, DataType::U8, DataType::QASYMM8, |
| 110 | DataType::U16, DataType::S16, |
Georgios Pinitas | 5518671 | 2018-01-08 17:37:12 +0000 | [diff] [blame] | 111 | DataType::U32, DataType::S32, |
| 112 | DataType::F16, DataType::F32); |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 113 | |
| 114 | _tensor = tensor; |
| 115 | _border_size = border_size; |
| 116 | _mode = border_mode; |
| 117 | _constant_border_value = constant_border_value; |
| 118 | |
| 119 | _border_size.limit(tensor->info()->padding()); |
| 120 | |
| 121 | Window win; |
| 122 | win.set(Window::DimX, Window::Dimension(0, 1, 1)); |
| 123 | win.set(Window::DimY, Window::Dimension(0, 1, 1)); |
SiCong Li | 86b5333 | 2017-08-23 11:02:43 +0100 | [diff] [blame] | 124 | win.use_tensor_dimensions(_tensor->info()->tensor_shape(), Window::DimZ); |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 125 | INEKernel::configure(win); |
| 126 | } |
| 127 | |
Moritz Pflanzer | c186b57 | 2017-09-07 09:48:04 +0100 | [diff] [blame] | 128 | void NEFillBorderKernel::run(const Window &window, const ThreadInfo &info) |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 129 | { |
Moritz Pflanzer | c186b57 | 2017-09-07 09:48:04 +0100 | [diff] [blame] | 130 | ARM_COMPUTE_UNUSED(info); |
| 131 | |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 132 | // If there is no border: early exit |
| 133 | if(_border_size.empty()) |
| 134 | { |
| 135 | return; |
| 136 | } |
| 137 | |
| 138 | ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); |
| 139 | ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(INEKernel::window(), window); |
| 140 | |
| 141 | switch(_mode) |
| 142 | { |
| 143 | case BorderMode::CONSTANT: |
| 144 | { |
| 145 | switch(_tensor->info()->data_type()) |
| 146 | { |
Georgios Pinitas | 5518671 | 2018-01-08 17:37:12 +0000 | [diff] [blame] | 147 | case DataType::QASYMM8: |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 148 | case DataType::U8: |
| 149 | fill_constant_value_single_channel<uint8_t>(window); |
| 150 | break; |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 151 | case DataType::S8: |
| 152 | fill_constant_value_single_channel<int8_t>(window); |
| 153 | break; |
| 154 | case DataType::U16: |
| 155 | fill_constant_value_single_channel<uint16_t>(window); |
| 156 | break; |
| 157 | case DataType::S16: |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 158 | fill_constant_value_single_channel<int16_t>(window); |
| 159 | break; |
| 160 | case DataType::U32: |
| 161 | fill_constant_value_single_channel<uint32_t>(window); |
| 162 | break; |
| 163 | case DataType::S32: |
| 164 | fill_constant_value_single_channel<int32_t>(window); |
| 165 | break; |
Pablo Tello | 0c34fe2 | 2017-06-26 17:17:42 +0100 | [diff] [blame] | 166 | case DataType::F16: |
Georgios Pinitas | 583137c | 2017-08-31 18:12:42 +0100 | [diff] [blame] | 167 | static_assert(sizeof(half) == 2, "Float16_t must be 16 bit"); |
| 168 | fill_constant_value_single_channel<half>(window); |
Pablo Tello | 0c34fe2 | 2017-06-26 17:17:42 +0100 | [diff] [blame] | 169 | break; |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 170 | case DataType::F32: |
| 171 | static_assert(sizeof(float) == 4, "Float must be 32 bit"); |
Pablo Tello | 62eeae4 | 2017-08-09 16:33:49 +0100 | [diff] [blame] | 172 | if(_border_size.left == 1 && _border_size.top == 1) |
Georgios Pinitas | 583137c | 2017-08-31 18:12:42 +0100 | [diff] [blame] | 173 | { |
Pablo Tello | 62eeae4 | 2017-08-09 16:33:49 +0100 | [diff] [blame] | 174 | fill_constant_value_single_channel_special<float, 1u, 1u>(_tensor, window, _border_size.right, _border_size.bottom, _constant_border_value); |
Georgios Pinitas | 583137c | 2017-08-31 18:12:42 +0100 | [diff] [blame] | 175 | } |
Pablo Tello | 62eeae4 | 2017-08-09 16:33:49 +0100 | [diff] [blame] | 176 | else |
Georgios Pinitas | 583137c | 2017-08-31 18:12:42 +0100 | [diff] [blame] | 177 | { |
Pablo Tello | 62eeae4 | 2017-08-09 16:33:49 +0100 | [diff] [blame] | 178 | fill_constant_value_single_channel<float>(window); |
Georgios Pinitas | 583137c | 2017-08-31 18:12:42 +0100 | [diff] [blame] | 179 | } |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 180 | break; |
| 181 | default: |
| 182 | ARM_COMPUTE_ERROR("Not handled"); |
| 183 | } |
| 184 | break; |
| 185 | } |
| 186 | case BorderMode::REPLICATE: |
| 187 | { |
| 188 | switch(_tensor->info()->data_type()) |
| 189 | { |
Georgios Pinitas | 5518671 | 2018-01-08 17:37:12 +0000 | [diff] [blame] | 190 | case DataType::QASYMM8: |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 191 | case DataType::U8: |
| 192 | fill_replicate_single_channel<uint8_t>(window); |
| 193 | break; |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 194 | case DataType::S8: |
| 195 | fill_replicate_single_channel<int8_t>(window); |
| 196 | break; |
| 197 | case DataType::U16: |
| 198 | fill_replicate_single_channel<uint16_t>(window); |
| 199 | break; |
| 200 | case DataType::S16: |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 201 | fill_replicate_single_channel<int16_t>(window); |
| 202 | break; |
| 203 | case DataType::U32: |
| 204 | fill_replicate_single_channel<uint32_t>(window); |
| 205 | break; |
| 206 | case DataType::S32: |
| 207 | fill_replicate_single_channel<int32_t>(window); |
| 208 | break; |
Pablo Tello | 0c34fe2 | 2017-06-26 17:17:42 +0100 | [diff] [blame] | 209 | case DataType::F16: |
Georgios Pinitas | 583137c | 2017-08-31 18:12:42 +0100 | [diff] [blame] | 210 | static_assert(sizeof(half) == 2, "Float16_t must be 16 bit"); |
| 211 | fill_replicate_single_channel<half>(window); |
Pablo Tello | 0c34fe2 | 2017-06-26 17:17:42 +0100 | [diff] [blame] | 212 | break; |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 213 | case DataType::F32: |
| 214 | static_assert(sizeof(float) == 4, "Float must be 32 bit"); |
| 215 | fill_replicate_single_channel<float>(window); |
| 216 | break; |
| 217 | default: |
| 218 | ARM_COMPUTE_ERROR("Not handled"); |
| 219 | } |
| 220 | break; |
| 221 | } |
| 222 | case BorderMode::UNDEFINED: |
| 223 | break; // Nothing to do here |
| 224 | default: |
| 225 | ARM_COMPUTE_ERROR("Unknown border mode"); |
| 226 | } |
| 227 | } |
| 228 | |
| 229 | template <typename T> |
| 230 | void NEFillBorderKernel::fill_replicate_single_channel(const Window &window) |
| 231 | { |
| 232 | uint8_t *const start_valid_region = _tensor->ptr_to_element(_tensor->info()->valid_region().anchor); |
Georgios Pinitas | 424eb5d | 2017-12-06 19:49:38 +0000 | [diff] [blame] | 233 | const size_t width = _tensor->info()->valid_region().shape[0]; |
| 234 | const size_t height = _tensor->info()->valid_region().shape[1]; |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 235 | |
| 236 | // Left and right border |
| 237 | Window vertical(window); |
| 238 | vertical.set(Window::DimY, Window::Dimension(0, height, 1)); |
| 239 | |
| 240 | Iterator vertical_it(_tensor, vertical); |
| 241 | |
| 242 | execute_window_loop(vertical, [&](const Coordinates & id) |
| 243 | { |
| 244 | const auto row_start = reinterpret_cast<T *>(start_valid_region + vertical_it.offset()); |
| 245 | const auto left_val = *reinterpret_cast<T *>(vertical_it.ptr()); |
| 246 | const auto right_val = *(reinterpret_cast<T *>(vertical_it.ptr()) + width - 1); |
| 247 | |
| 248 | // Fill left and right borders |
| 249 | std::fill_n(row_start - _border_size.left, _border_size.left, left_val); |
| 250 | std::fill_n(row_start + width, _border_size.right, right_val); |
| 251 | }, |
| 252 | vertical_it); |
| 253 | |
| 254 | // Top and bottom border |
| 255 | Iterator plane_it(_tensor, window); |
| 256 | |
| 257 | // Iterate over all XY planes |
| 258 | execute_window_loop(window, [&](const Coordinates & id) |
| 259 | { |
| 260 | const auto first_row = reinterpret_cast<T *>(start_valid_region + plane_it.offset()); |
| 261 | |
| 262 | // Top border |
| 263 | for(int i = -_border_size.top; i < 0; ++i) |
| 264 | { |
| 265 | const auto row_start = reinterpret_cast<T *>(start_valid_region + plane_it.offset() + i * _tensor->info()->strides_in_bytes()[1]); |
| 266 | |
| 267 | // Copy top rows including left/right borders |
| 268 | std::copy_n(first_row - _border_size.left, _border_size.left + width + _border_size.right, row_start - _border_size.left); |
| 269 | } |
| 270 | |
| 271 | const auto last_row = reinterpret_cast<T *>(start_valid_region + plane_it.offset() + (height - 1) * _tensor->info()->strides_in_bytes()[1]); |
| 272 | |
| 273 | // Bottom border |
| 274 | for(unsigned int i = height; i < height + _border_size.bottom; ++i) |
| 275 | { |
| 276 | const auto row_start = reinterpret_cast<T *>(start_valid_region + plane_it.offset() + i * _tensor->info()->strides_in_bytes()[1]); |
| 277 | |
| 278 | // Copy bottom rows including left/right borders |
| 279 | std::copy_n(last_row - _border_size.left, _border_size.left + width + _border_size.right, row_start - _border_size.left); |
| 280 | } |
| 281 | }, |
| 282 | plane_it); |
| 283 | } |
| 284 | |
| 285 | template <typename T> |
| 286 | void NEFillBorderKernel::fill_constant_value_single_channel(const Window &window) |
| 287 | { |
| 288 | T constant_border_value; |
| 289 | _constant_border_value.get(constant_border_value); |
| 290 | |
| 291 | uint8_t *const start_valid_region = _tensor->ptr_to_element(_tensor->info()->valid_region().anchor); |
Georgios Pinitas | 424eb5d | 2017-12-06 19:49:38 +0000 | [diff] [blame] | 292 | const size_t width = _tensor->info()->valid_region().shape[0]; |
| 293 | const size_t height = _tensor->info()->valid_region().shape[1]; |
Pablo Tello | 62eeae4 | 2017-08-09 16:33:49 +0100 | [diff] [blame] | 294 | const int stridey = _tensor->info()->strides_in_bytes()[1]; |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 295 | |
| 296 | // Left and right border |
| 297 | Window vertical(window); |
| 298 | vertical.set(Window::DimY, Window::Dimension(0, height, 1)); |
| 299 | |
| 300 | Iterator vertical_it(_tensor, vertical); |
| 301 | |
| 302 | execute_window_loop(vertical, [&](const Coordinates & id) |
| 303 | { |
| 304 | const auto row_start = reinterpret_cast<T *>(start_valid_region + vertical_it.offset()); |
| 305 | |
| 306 | // Fill left and right borders |
| 307 | std::fill_n(row_start - _border_size.left, _border_size.left, constant_border_value); |
| 308 | std::fill_n(row_start + width, _border_size.right, constant_border_value); |
| 309 | }, |
| 310 | vertical_it); |
| 311 | |
| 312 | // Top and bottom border |
| 313 | Iterator plane_it(_tensor, window); |
| 314 | |
| 315 | // Iterate over all XY planes |
| 316 | execute_window_loop(window, [&](const Coordinates & id) |
| 317 | { |
Pablo Tello | 62eeae4 | 2017-08-09 16:33:49 +0100 | [diff] [blame] | 318 | uint8_t *base_addr = start_valid_region + plane_it.offset(); |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 319 | // Top border |
| 320 | for(int i = -_border_size.top; i < 0; ++i) |
| 321 | { |
Pablo Tello | 62eeae4 | 2017-08-09 16:33:49 +0100 | [diff] [blame] | 322 | const auto row_start = reinterpret_cast<T *>(base_addr + i * stridey); |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 323 | |
| 324 | // Fill top rows including left/right borders |
| 325 | std::fill_n(row_start - _border_size.left, _border_size.left + width + _border_size.right, constant_border_value); |
| 326 | } |
| 327 | |
| 328 | // Bottom border |
Pablo Tello | 62eeae4 | 2017-08-09 16:33:49 +0100 | [diff] [blame] | 329 | const unsigned low_border_size = height + _border_size.bottom; |
| 330 | for(unsigned int i = height; i < low_border_size; ++i) |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 331 | { |
Pablo Tello | 62eeae4 | 2017-08-09 16:33:49 +0100 | [diff] [blame] | 332 | const auto row_start = reinterpret_cast<T *>(base_addr + i * stridey); |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 333 | |
| 334 | // Fill bottom rows including left/right borders |
| 335 | std::fill_n(row_start - _border_size.left, _border_size.left + width + _border_size.right, constant_border_value); |
| 336 | } |
| 337 | }, |
| 338 | plane_it); |
| 339 | } |