XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1 | // Copyright 2019 Google LLC |
| 2 | // |
| 3 | // This source code is licensed under the BSD-style license found in the |
| 4 | // LICENSE file in the root directory of this source tree. |
| 5 | |
| 6 | #include <gtest/gtest.h> |
| 7 | |
| 8 | #include "unpooling-operator-tester.h" |
| 9 | |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 10 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 11 | TEST(UNPOOLING_NHWC_X32, unit_height_horizontal_pool) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 12 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 13 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 14 | for (size_t pooling_size : std::vector<size_t>{{2, 3, 5, 7}}) { |
| 15 | UnpoolingOperatorTester() |
| 16 | .batch_size(1) |
| 17 | .input_height(1) |
| 18 | .input_width(7) |
| 19 | .pooling_height(1) |
| 20 | .pooling_width(pooling_size) |
| 21 | .channels(channels) |
| 22 | .TestX32(); |
| 23 | } |
| 24 | } |
| 25 | } |
| 26 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 27 | TEST(UNPOOLING_NHWC_X32, unit_height_horizontal_pool_with_padding) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 28 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 29 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 30 | for (size_t pooling_size : std::vector<size_t>{{3, 5, 7}}) { |
| 31 | for (size_t padding_left = 0; padding_left <= 1; padding_left++) { |
| 32 | for (size_t padding_right = 0; padding_right <= 1; padding_right++) { |
| 33 | UnpoolingOperatorTester() |
| 34 | .batch_size(1) |
| 35 | .input_height(1) |
| 36 | .input_width(7) |
| 37 | .padding_left(padding_left) |
| 38 | .padding_right(padding_right) |
| 39 | .pooling_height(1) |
| 40 | .pooling_width(pooling_size) |
| 41 | .channels(channels) |
| 42 | .TestX32(); |
| 43 | } |
| 44 | } |
| 45 | } |
| 46 | } |
| 47 | } |
| 48 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 49 | TEST(UNPOOLING_NHWC_X32, unit_height_vertical_pool) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 50 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 51 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 52 | for (size_t pooling_size : std::vector<size_t>{{2, 3, 5, 7}}) { |
| 53 | UnpoolingOperatorTester() |
| 54 | .batch_size(1) |
| 55 | .input_height(7) |
| 56 | .input_width(1) |
| 57 | .pooling_height(pooling_size) |
| 58 | .pooling_width(1) |
| 59 | .channels(channels) |
| 60 | .TestX32(); |
| 61 | } |
| 62 | } |
| 63 | } |
| 64 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 65 | TEST(UNPOOLING_NHWC_X32, unit_height_vertical_pool_with_padding) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 66 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 67 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 68 | for (size_t pooling_size : std::vector<size_t>{{3, 5, 7}}) { |
| 69 | for (size_t padding_top = 0; padding_top <= 1; padding_top++) { |
| 70 | for (size_t padding_bottom = 0; padding_bottom <= 1; padding_bottom++) { |
| 71 | UnpoolingOperatorTester() |
| 72 | .batch_size(1) |
| 73 | .input_height(7) |
| 74 | .input_width(1) |
| 75 | .padding_top(padding_top) |
| 76 | .padding_bottom(padding_bottom) |
| 77 | .pooling_height(pooling_size) |
| 78 | .pooling_width(1) |
| 79 | .channels(channels) |
| 80 | .TestX32(); |
| 81 | } |
| 82 | } |
| 83 | } |
| 84 | } |
| 85 | } |
| 86 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 87 | TEST(UNPOOLING_NHWC_X32, unit_height_square_pool) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 88 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 89 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 90 | for (size_t pooling_size : std::vector<size_t>{{2, 3, 5}}) { |
| 91 | UnpoolingOperatorTester() |
| 92 | .batch_size(1) |
| 93 | .input_height(2) |
| 94 | .input_width(4) |
| 95 | .pooling_height(pooling_size) |
| 96 | .pooling_width(pooling_size) |
| 97 | .channels(channels) |
| 98 | .TestX32(); |
| 99 | } |
| 100 | } |
| 101 | } |
| 102 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 103 | TEST(UNPOOLING_NHWC_X32, unit_height_3x3_pool_with_padding) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 104 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 105 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 106 | for (size_t padding_left = 0; padding_left <= 1; padding_left++) { |
| 107 | for (size_t padding_top = 0; padding_top <= 1; padding_top++) { |
| 108 | for (size_t padding_right = 0; padding_right <= 1; padding_right++) { |
| 109 | for (size_t padding_bottom = 0; padding_bottom <= 1; padding_bottom++) { |
| 110 | UnpoolingOperatorTester() |
| 111 | .batch_size(1) |
| 112 | .input_height(2) |
| 113 | .input_width(4) |
| 114 | .padding_left(padding_left) |
| 115 | .padding_top(padding_top) |
| 116 | .padding_right(padding_right) |
| 117 | .padding_bottom(padding_bottom) |
| 118 | .pooling_height(3) |
| 119 | .pooling_width(3) |
| 120 | .channels(channels) |
| 121 | .iterations(3) |
| 122 | .TestX32(); |
| 123 | } |
| 124 | } |
| 125 | } |
| 126 | } |
| 127 | } |
| 128 | } |
| 129 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 130 | TEST(UNPOOLING_NHWC_X32, small_height_square_pool) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 131 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 132 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 133 | for (size_t pooling_size : std::vector<size_t>{{2, 3, 5}}) { |
| 134 | UnpoolingOperatorTester() |
| 135 | .batch_size(1) |
| 136 | .input_height(4) |
| 137 | .input_width(7) |
| 138 | .pooling_height(pooling_size) |
| 139 | .pooling_width(pooling_size) |
| 140 | .channels(channels) |
| 141 | .TestX32(); |
| 142 | } |
| 143 | } |
| 144 | } |
| 145 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 146 | TEST(UNPOOLING_NHWC_X32, small_height_3x3_pool_with_input_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 147 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 148 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 149 | UnpoolingOperatorTester() |
| 150 | .batch_size(1) |
| 151 | .input_height(4) |
| 152 | .input_width(7) |
| 153 | .pooling_height(3) |
| 154 | .pooling_width(3) |
| 155 | .input_pixel_stride(channels * 2 + 1) |
| 156 | .channels(channels) |
| 157 | .TestX32(); |
| 158 | } |
| 159 | } |
| 160 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 161 | TEST(UNPOOLING_NHWC_X32, small_height_3x3_pool_with_output_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 162 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 163 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 164 | UnpoolingOperatorTester() |
| 165 | .batch_size(1) |
| 166 | .input_height(4) |
| 167 | .input_width(7) |
| 168 | .pooling_height(3) |
| 169 | .pooling_width(3) |
| 170 | .output_pixel_stride(channels * 2 + 3) |
| 171 | .channels(channels) |
| 172 | .TestX32(); |
| 173 | } |
| 174 | } |
| 175 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 176 | TEST(UNPOOLING_NHWC_X32, small_height_3x3_pool_with_padding) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 177 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 178 | for (size_t channels = 1; channels <= 50; channels += 15) { |
| 179 | for (size_t padding_left = 0; padding_left <= 1; padding_left++) { |
| 180 | for (size_t padding_top = 0; padding_top <= 1; padding_top++) { |
| 181 | for (size_t padding_right = 0; padding_right <= 1; padding_right++) { |
| 182 | for (size_t padding_bottom = 0; padding_bottom <= 1; padding_bottom++) { |
| 183 | UnpoolingOperatorTester() |
| 184 | .batch_size(1) |
| 185 | .input_height(4) |
| 186 | .input_width(7) |
| 187 | .pooling_height(3) |
| 188 | .pooling_width(3) |
| 189 | .channels(channels) |
| 190 | .iterations(1) |
| 191 | .TestX32(); |
| 192 | } |
| 193 | } |
| 194 | } |
| 195 | } |
| 196 | } |
| 197 | } |
| 198 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 199 | TEST(UNPOOLING_NHWC_X32, small_height_and_batch_square_pool) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 200 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 201 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 202 | for (size_t pooling_size : std::vector<size_t>{{2, 3}}) { |
| 203 | UnpoolingOperatorTester() |
| 204 | .batch_size(3) |
| 205 | .input_height(4) |
| 206 | .input_width(7) |
| 207 | .pooling_height(pooling_size) |
| 208 | .pooling_width(pooling_size) |
| 209 | .channels(channels) |
| 210 | .TestX32(); |
| 211 | } |
| 212 | } |
| 213 | } |
| 214 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 215 | TEST(UNPOOLING_NHWC_X32, setup_increasing_batch) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 216 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 217 | UnpoolingOperatorTester() |
| 218 | .batch_size(3) |
| 219 | .next_batch_size(5) |
| 220 | .input_height(4) |
| 221 | .input_width(4) |
| 222 | .pooling_height(5) |
| 223 | .pooling_width(3) |
| 224 | .channels(24) |
| 225 | .TestSetupX32(); |
| 226 | } |
| 227 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 228 | TEST(UNPOOLING_NHWC_X32, setup_decreasing_batch) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 229 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 230 | UnpoolingOperatorTester() |
| 231 | .batch_size(5) |
| 232 | .next_batch_size(3) |
| 233 | .input_height(4) |
| 234 | .input_width(4) |
| 235 | .pooling_height(5) |
| 236 | .pooling_width(3) |
| 237 | .channels(24) |
| 238 | .TestSetupX32(); |
| 239 | } |
| 240 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 241 | TEST(UNPOOLING_NHWC_X32, setup_changing_height) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 242 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 243 | UnpoolingOperatorTester() |
| 244 | .batch_size(3) |
| 245 | .input_height(4) |
| 246 | .input_width(4) |
| 247 | .next_input_height(9) |
| 248 | .pooling_height(5) |
| 249 | .pooling_width(3) |
| 250 | .channels(24) |
| 251 | .TestSetupX32(); |
| 252 | UnpoolingOperatorTester() |
| 253 | .batch_size(3) |
| 254 | .input_height(4) |
| 255 | .input_width(4) |
| 256 | .next_input_height(7) |
| 257 | .pooling_height(5) |
| 258 | .pooling_width(3) |
| 259 | .channels(24) |
| 260 | .TestSetupX32(); |
| 261 | } |
| 262 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 263 | TEST(UNPOOLING_NHWC_X32, setup_changing_width) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 264 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 265 | UnpoolingOperatorTester() |
| 266 | .batch_size(3) |
| 267 | .input_height(4) |
| 268 | .input_width(4) |
| 269 | .next_input_width(9) |
| 270 | .pooling_height(5) |
| 271 | .pooling_width(3) |
| 272 | .channels(24) |
| 273 | .TestSetupX32(); |
| 274 | UnpoolingOperatorTester() |
| 275 | .batch_size(3) |
| 276 | .input_height(4) |
| 277 | .input_width(4) |
| 278 | .next_input_width(7) |
| 279 | .pooling_height(5) |
| 280 | .pooling_width(3) |
| 281 | .channels(24) |
| 282 | .TestSetupX32(); |
| 283 | } |
| 284 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 285 | TEST(UNPOOLING_NHWC_X32, setup_swap_height_and_width) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 286 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 287 | UnpoolingOperatorTester() |
| 288 | .batch_size(3) |
| 289 | .input_height(5) |
| 290 | .input_width(4) |
| 291 | .next_input_height(4) |
| 292 | .next_input_width(5) |
| 293 | .pooling_height(5) |
| 294 | .pooling_width(3) |
| 295 | .channels(24) |
| 296 | .TestSetupX32(); |
| 297 | } |