XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1 | // Copyright (c) Facebook, Inc. and its affiliates. |
| 2 | // All rights reserved. |
| 3 | // |
| 4 | // Copyright 2019 Google LLC |
| 5 | // |
| 6 | // This source code is licensed under the BSD-style license found in the |
| 7 | // LICENSE file in the root directory of this source tree. |
| 8 | |
| 9 | #include <gtest/gtest.h> |
| 10 | |
| 11 | #include "max-pooling-operator-tester.h" |
| 12 | |
| 13 | #include <xnnpack/params.h> |
| 14 | |
| 15 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 16 | TEST(MAX_POOLING_NHWC_U8, unit_batch_small_1xM_pool) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 17 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 18 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 19 | for (size_t pool_size = 2; pool_size <= xnn_params.u8.maxpool.mr; pool_size++) { |
| 20 | MaxPoolingOperatorTester() |
| 21 | .batch_size(1) |
| 22 | .input_height(2) |
| 23 | .input_width(pool_size + 2) |
| 24 | .pooling_height(1) |
| 25 | .pooling_width(pool_size) |
| 26 | .channels(channels) |
| 27 | .TestU8(); |
| 28 | } |
| 29 | } |
| 30 | } |
| 31 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 32 | TEST(MAX_POOLING_NHWC_U8, unit_batch_small_1xM_pool_with_padding) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 33 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 34 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 35 | for (size_t pool_size = 3; pool_size <= xnn_params.u8.maxpool.mr; pool_size++) { |
| 36 | for (size_t padding_left = 0; padding_left <= 1; padding_left++) { |
| 37 | for (size_t padding_right = 0; padding_right <= 1; padding_right++) { |
| 38 | MaxPoolingOperatorTester() |
| 39 | .batch_size(1) |
| 40 | .input_height(2) |
| 41 | .input_width(pool_size + 2) |
| 42 | .padding_left(padding_left) |
| 43 | .padding_right(padding_right) |
| 44 | .pooling_height(1) |
| 45 | .pooling_width(pool_size) |
| 46 | .channels(channels) |
| 47 | .TestU8(); |
| 48 | } |
| 49 | } |
| 50 | } |
| 51 | } |
| 52 | } |
| 53 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 54 | TEST(MAX_POOLING_NHWC_U8, unit_batch_small_1xM_pool_with_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 55 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 56 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 57 | for (size_t pool_size = 2; pool_size <= xnn_params.u8.maxpool.mr; pool_size++) { |
| 58 | MaxPoolingOperatorTester() |
| 59 | .batch_size(1) |
| 60 | .input_height(2) |
| 61 | .input_width(pool_size + 4) |
| 62 | .pooling_height(1) |
| 63 | .pooling_width(pool_size) |
| 64 | .stride_width(2) |
| 65 | .channels(channels) |
| 66 | .TestU8(); |
| 67 | } |
| 68 | } |
| 69 | } |
| 70 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 71 | TEST(MAX_POOLING_NHWC_U8, unit_batch_small_1xM_pool_with_dilation) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 72 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 73 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 74 | for (size_t pool_size = 2; pool_size <= xnn_params.u8.maxpool.mr; pool_size++) { |
| 75 | MaxPoolingOperatorTester() |
| 76 | .batch_size(1) |
| 77 | .input_height(2) |
| 78 | .input_width(2 * pool_size + 1) |
| 79 | .pooling_height(1) |
| 80 | .pooling_width(pool_size) |
| 81 | .dilation_width(2) |
| 82 | .channels(channels) |
| 83 | .TestU8(); |
| 84 | } |
| 85 | } |
| 86 | } |
| 87 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 88 | TEST(MAX_POOLING_NHWC_U8, unit_batch_small_Mx1_pool) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 89 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 90 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 91 | for (size_t pool_size = 2; pool_size <= xnn_params.u8.maxpool.mr; pool_size++) { |
| 92 | MaxPoolingOperatorTester() |
| 93 | .batch_size(1) |
| 94 | .input_height(pool_size + 1) |
| 95 | .input_width(3) |
| 96 | .pooling_height(pool_size) |
| 97 | .pooling_width(1) |
| 98 | .channels(channels) |
| 99 | .TestU8(); |
| 100 | } |
| 101 | } |
| 102 | } |
| 103 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 104 | TEST(MAX_POOLING_NHWC_U8, unit_batch_small_Mx1_pool_with_padding) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 105 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 106 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 107 | for (size_t pool_size = 2; pool_size <= xnn_params.u8.maxpool.mr; pool_size++) { |
| 108 | for (size_t padding_top = 0; padding_top <= 1; padding_top++) { |
| 109 | for (size_t padding_bottom = 0; padding_bottom <= 1; padding_bottom++) { |
| 110 | MaxPoolingOperatorTester() |
| 111 | .batch_size(1) |
| 112 | .input_height(pool_size + 1) |
| 113 | .input_width(3) |
| 114 | .padding_top(padding_top) |
| 115 | .padding_bottom(padding_bottom) |
| 116 | .pooling_height(pool_size) |
| 117 | .pooling_width(1) |
| 118 | .channels(channels) |
| 119 | .TestU8(); |
| 120 | } |
| 121 | } |
| 122 | } |
| 123 | } |
| 124 | } |
| 125 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 126 | TEST(MAX_POOLING_NHWC_U8, unit_batch_small_Mx1_pool_with_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 127 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 128 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 129 | for (size_t pool_size = 2; pool_size <= xnn_params.u8.maxpool.mr; pool_size++) { |
| 130 | MaxPoolingOperatorTester() |
| 131 | .batch_size(1) |
| 132 | .input_height(pool_size + 3) |
| 133 | .input_width(3) |
| 134 | .pooling_height(pool_size) |
| 135 | .pooling_width(1) |
| 136 | .stride_height(2) |
| 137 | .channels(channels) |
| 138 | .TestU8(); |
| 139 | } |
| 140 | } |
| 141 | } |
| 142 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 143 | TEST(MAX_POOLING_NHWC_U8, unit_batch_small_Mx1_pool_with_dilation) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 144 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 145 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 146 | for (size_t pool_size = 2; pool_size <= xnn_params.u8.maxpool.mr; pool_size++) { |
| 147 | MaxPoolingOperatorTester() |
| 148 | .batch_size(1) |
| 149 | .input_height(2 * pool_size) |
| 150 | .input_width(3) |
| 151 | .pooling_height(pool_size) |
| 152 | .pooling_width(1) |
| 153 | .dilation_height(2) |
| 154 | .channels(channels) |
| 155 | .TestU8(); |
| 156 | } |
| 157 | } |
| 158 | } |
| 159 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 160 | TEST(MAX_POOLING_NHWC_U8, unit_batch_small_pool_with_input_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 161 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 162 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 163 | for (size_t pool_size = 2; pool_size <= xnn_params.u8.maxpool.mr; pool_size++) { |
| 164 | MaxPoolingOperatorTester() |
| 165 | .batch_size(1) |
| 166 | .input_height(pool_size + 1) |
| 167 | .input_width(3) |
| 168 | .pooling_height(pool_size) |
| 169 | .pooling_width(1) |
| 170 | .channels(channels) |
| 171 | .input_pixel_stride(5 * channels) |
| 172 | .TestU8(); |
| 173 | MaxPoolingOperatorTester() |
| 174 | .batch_size(1) |
| 175 | .input_height(2) |
| 176 | .input_width(pool_size + 2) |
| 177 | .pooling_height(1) |
| 178 | .pooling_width(pool_size) |
| 179 | .channels(channels) |
| 180 | .input_pixel_stride(5 * channels) |
| 181 | .TestU8(); |
| 182 | } |
| 183 | } |
| 184 | } |
| 185 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 186 | TEST(MAX_POOLING_NHWC_U8, unit_batch_small_pool_with_output_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 187 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 188 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 189 | for (size_t pool_size = 2; pool_size <= xnn_params.u8.maxpool.mr; pool_size++) { |
| 190 | MaxPoolingOperatorTester() |
| 191 | .batch_size(1) |
| 192 | .input_height(pool_size + 1) |
| 193 | .input_width(3) |
| 194 | .pooling_height(pool_size) |
| 195 | .pooling_width(1) |
| 196 | .channels(channels) |
| 197 | .output_pixel_stride(5 * channels) |
| 198 | .TestU8(); |
| 199 | MaxPoolingOperatorTester() |
| 200 | .batch_size(1) |
| 201 | .input_height(2) |
| 202 | .input_width(pool_size + 2) |
| 203 | .pooling_height(1) |
| 204 | .pooling_width(pool_size) |
| 205 | .channels(channels) |
| 206 | .output_pixel_stride(5 * channels) |
| 207 | .TestU8(); |
| 208 | } |
| 209 | } |
| 210 | } |
| 211 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 212 | TEST(MAX_POOLING_NHWC_U8, unit_batch_small_pool_with_qmin) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 213 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 214 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 215 | for (size_t pool_size = 2; pool_size <= xnn_params.u8.maxpool.mr; pool_size++) { |
| 216 | MaxPoolingOperatorTester() |
| 217 | .batch_size(1) |
| 218 | .input_height(pool_size + 1) |
| 219 | .input_width(3) |
| 220 | .pooling_height(pool_size) |
| 221 | .pooling_width(1) |
| 222 | .channels(channels) |
| 223 | .qmin(192) |
| 224 | .TestU8(); |
| 225 | MaxPoolingOperatorTester() |
| 226 | .batch_size(1) |
| 227 | .input_height(2) |
| 228 | .input_width(pool_size + 2) |
| 229 | .pooling_height(1) |
| 230 | .pooling_width(pool_size) |
| 231 | .channels(channels) |
| 232 | .qmin(192) |
| 233 | .TestU8(); |
| 234 | } |
| 235 | } |
| 236 | } |
| 237 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 238 | TEST(MAX_POOLING_NHWC_U8, unit_batch_small_pool_with_qmax) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 239 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 240 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 241 | for (size_t pool_size = 2; pool_size <= xnn_params.u8.maxpool.mr; pool_size++) { |
| 242 | MaxPoolingOperatorTester() |
| 243 | .batch_size(1) |
| 244 | .input_height(pool_size + 1) |
| 245 | .input_width(3) |
| 246 | .pooling_height(pool_size) |
| 247 | .pooling_width(1) |
| 248 | .channels(channels) |
| 249 | .qmax(192) |
| 250 | .TestU8(); |
| 251 | MaxPoolingOperatorTester() |
| 252 | .batch_size(1) |
| 253 | .input_height(2) |
| 254 | .input_width(pool_size + 2) |
| 255 | .pooling_height(1) |
| 256 | .pooling_width(pool_size) |
| 257 | .channels(channels) |
| 258 | .qmax(192) |
| 259 | .TestU8(); |
| 260 | } |
| 261 | } |
| 262 | } |
| 263 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 264 | TEST(MAX_POOLING_NHWC_U8, unit_batch_large_1xM_pool) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 265 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 266 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 267 | for (size_t pool_size = xnn_params.u8.maxpool.mr + 1; pool_size <= xnn_params.u8.maxpool.mr + xnn_params.u8.maxpool.qr; pool_size++) { |
| 268 | MaxPoolingOperatorTester() |
| 269 | .batch_size(1) |
| 270 | .input_height(2) |
| 271 | .input_width(pool_size + 2) |
| 272 | .pooling_height(1) |
| 273 | .pooling_width(pool_size) |
| 274 | .channels(channels) |
| 275 | .TestU8(); |
| 276 | } |
| 277 | } |
| 278 | } |
| 279 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 280 | TEST(MAX_POOLING_NHWC_U8, unit_batch_large_1xM_pool_with_padding) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 281 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 282 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 283 | for (size_t pool_size = xnn_params.u8.maxpool.mr + 1; pool_size <= xnn_params.u8.maxpool.mr + xnn_params.u8.maxpool.qr; pool_size++) { |
| 284 | for (size_t padding_left = 0; padding_left <= 1; padding_left++) { |
| 285 | for (size_t padding_right = 0; padding_right <= 1; padding_right++) { |
| 286 | MaxPoolingOperatorTester() |
| 287 | .batch_size(1) |
| 288 | .input_height(2) |
| 289 | .input_width(pool_size + 2) |
| 290 | .padding_left(padding_left) |
| 291 | .padding_right(padding_right) |
| 292 | .pooling_height(1) |
| 293 | .pooling_width(pool_size) |
| 294 | .channels(channels) |
| 295 | .TestU8(); |
| 296 | } |
| 297 | } |
| 298 | } |
| 299 | } |
| 300 | } |
| 301 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 302 | TEST(MAX_POOLING_NHWC_U8, unit_batch_large_1xM_pool_with_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 303 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 304 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 305 | for (size_t pool_size = xnn_params.u8.maxpool.mr + 1; pool_size <= xnn_params.u8.maxpool.mr + xnn_params.u8.maxpool.qr; pool_size++) { |
| 306 | MaxPoolingOperatorTester() |
| 307 | .batch_size(1) |
| 308 | .input_height(2) |
| 309 | .input_width(pool_size + 4) |
| 310 | .pooling_height(1) |
| 311 | .pooling_width(pool_size) |
| 312 | .stride_width(2) |
| 313 | .channels(channels) |
| 314 | .TestU8(); |
| 315 | } |
| 316 | } |
| 317 | } |
| 318 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 319 | TEST(MAX_POOLING_NHWC_U8, unit_batch_large_1xM_pool_with_dilation) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 320 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 321 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 322 | for (size_t pool_size = xnn_params.u8.maxpool.mr + 1; pool_size <= xnn_params.u8.maxpool.mr + xnn_params.u8.maxpool.qr; pool_size++) { |
| 323 | MaxPoolingOperatorTester() |
| 324 | .batch_size(1) |
| 325 | .input_height(2) |
| 326 | .input_width(2 * pool_size + 1) |
| 327 | .pooling_height(1) |
| 328 | .pooling_width(pool_size) |
| 329 | .dilation_width(2) |
| 330 | .channels(channels) |
| 331 | .TestU8(); |
| 332 | } |
| 333 | } |
| 334 | } |
| 335 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 336 | TEST(MAX_POOLING_NHWC_U8, unit_batch_large_Mx1_pool) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 337 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 338 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 339 | for (size_t pool_size = xnn_params.u8.maxpool.mr + 1; pool_size <= xnn_params.u8.maxpool.mr + xnn_params.u8.maxpool.qr; pool_size++) { |
| 340 | MaxPoolingOperatorTester() |
| 341 | .batch_size(1) |
| 342 | .input_height(pool_size + 1) |
| 343 | .input_width(3) |
| 344 | .pooling_height(pool_size) |
| 345 | .pooling_width(1) |
| 346 | .channels(channels) |
| 347 | .TestU8(); |
| 348 | } |
| 349 | } |
| 350 | } |
| 351 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 352 | TEST(MAX_POOLING_NHWC_U8, unit_batch_large_Mx1_pool_with_padding) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 353 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 354 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 355 | for (size_t pool_size = xnn_params.u8.maxpool.mr + 1; pool_size <= xnn_params.u8.maxpool.mr + xnn_params.u8.maxpool.qr; pool_size++) { |
| 356 | for (size_t padding_top = 0; padding_top <= 1; padding_top++) { |
| 357 | for (size_t padding_bottom = 0; padding_bottom <= 1; padding_bottom++) { |
| 358 | MaxPoolingOperatorTester() |
| 359 | .batch_size(1) |
| 360 | .input_height(pool_size + 1) |
| 361 | .input_width(3) |
| 362 | .padding_top(padding_top) |
| 363 | .padding_bottom(padding_bottom) |
| 364 | .pooling_height(pool_size) |
| 365 | .pooling_width(1) |
| 366 | .channels(channels) |
| 367 | .TestU8(); |
| 368 | } |
| 369 | } |
| 370 | } |
| 371 | } |
| 372 | } |
| 373 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 374 | TEST(MAX_POOLING_NHWC_U8, unit_batch_large_Mx1_pool_with_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 375 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 376 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 377 | for (size_t pool_size = xnn_params.u8.maxpool.mr + 1; pool_size <= xnn_params.u8.maxpool.mr + xnn_params.u8.maxpool.qr; pool_size++) { |
| 378 | MaxPoolingOperatorTester() |
| 379 | .batch_size(1) |
| 380 | .input_height(pool_size + 3) |
| 381 | .input_width(3) |
| 382 | .pooling_height(pool_size) |
| 383 | .pooling_width(1) |
| 384 | .stride_height(2) |
| 385 | .channels(channels) |
| 386 | .TestU8(); |
| 387 | } |
| 388 | } |
| 389 | } |
| 390 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 391 | TEST(MAX_POOLING_NHWC_U8, unit_batch_large_Mx1_pool_with_dilation) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 392 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 393 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 394 | for (size_t pool_size = xnn_params.u8.maxpool.mr + 1; pool_size <= xnn_params.u8.maxpool.mr + xnn_params.u8.maxpool.qr; pool_size++) { |
| 395 | MaxPoolingOperatorTester() |
| 396 | .batch_size(1) |
| 397 | .input_height(2 * pool_size) |
| 398 | .input_width(3) |
| 399 | .pooling_height(pool_size) |
| 400 | .pooling_width(1) |
| 401 | .dilation_height(2) |
| 402 | .channels(channels) |
| 403 | .TestU8(); |
| 404 | } |
| 405 | } |
| 406 | } |
| 407 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 408 | TEST(MAX_POOLING_NHWC_U8, unit_batch_large_pool_with_input_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 409 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 410 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 411 | for (size_t pool_size = xnn_params.u8.maxpool.mr + 1; pool_size <= xnn_params.u8.maxpool.mr + xnn_params.u8.maxpool.qr; pool_size++) { |
| 412 | MaxPoolingOperatorTester() |
| 413 | .batch_size(1) |
| 414 | .input_height(pool_size + 1) |
| 415 | .input_width(3) |
| 416 | .pooling_height(pool_size) |
| 417 | .pooling_width(1) |
| 418 | .channels(channels) |
| 419 | .input_pixel_stride(5 * channels) |
| 420 | .TestU8(); |
| 421 | MaxPoolingOperatorTester() |
| 422 | .batch_size(1) |
| 423 | .input_height(2) |
| 424 | .input_width(pool_size + 2) |
| 425 | .pooling_height(1) |
| 426 | .pooling_width(pool_size) |
| 427 | .channels(channels) |
| 428 | .input_pixel_stride(5 * channels) |
| 429 | .TestU8(); |
| 430 | } |
| 431 | } |
| 432 | } |
| 433 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 434 | TEST(MAX_POOLING_NHWC_U8, unit_batch_large_pool_with_output_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 435 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 436 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 437 | for (size_t pool_size = xnn_params.u8.maxpool.mr + 1; pool_size <= xnn_params.u8.maxpool.mr + xnn_params.u8.maxpool.qr; pool_size++) { |
| 438 | MaxPoolingOperatorTester() |
| 439 | .batch_size(1) |
| 440 | .input_height(pool_size + 1) |
| 441 | .input_width(3) |
| 442 | .pooling_height(pool_size) |
| 443 | .pooling_width(1) |
| 444 | .channels(channels) |
| 445 | .output_pixel_stride(5 * channels) |
| 446 | .TestU8(); |
| 447 | MaxPoolingOperatorTester() |
| 448 | .batch_size(1) |
| 449 | .input_height(2) |
| 450 | .input_width(pool_size + 2) |
| 451 | .pooling_height(1) |
| 452 | .pooling_width(pool_size) |
| 453 | .channels(channels) |
| 454 | .output_pixel_stride(5 * channels) |
| 455 | .TestU8(); |
| 456 | } |
| 457 | } |
| 458 | } |
| 459 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 460 | TEST(MAX_POOLING_NHWC_U8, unit_batch_large_pool_with_qmin) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 461 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 462 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 463 | for (size_t pool_size = xnn_params.u8.maxpool.mr + 1; pool_size <= xnn_params.u8.maxpool.mr + xnn_params.u8.maxpool.qr; pool_size++) { |
| 464 | MaxPoolingOperatorTester() |
| 465 | .batch_size(1) |
| 466 | .input_height(pool_size + 1) |
| 467 | .input_width(3) |
| 468 | .pooling_height(pool_size) |
| 469 | .pooling_width(1) |
| 470 | .channels(channels) |
| 471 | .qmin(192) |
| 472 | .TestU8(); |
| 473 | MaxPoolingOperatorTester() |
| 474 | .batch_size(1) |
| 475 | .input_height(2) |
| 476 | .input_width(pool_size + 2) |
| 477 | .pooling_height(1) |
| 478 | .pooling_width(pool_size) |
| 479 | .channels(channels) |
| 480 | .qmin(192) |
| 481 | .TestU8(); |
| 482 | } |
| 483 | } |
| 484 | } |
| 485 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 486 | TEST(MAX_POOLING_NHWC_U8, unit_batch_large_pool_with_qmax) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 487 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 488 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 489 | for (size_t pool_size = xnn_params.u8.maxpool.mr + 1; pool_size <= xnn_params.u8.maxpool.mr + xnn_params.u8.maxpool.qr; pool_size++) { |
| 490 | MaxPoolingOperatorTester() |
| 491 | .batch_size(1) |
| 492 | .input_height(pool_size + 1) |
| 493 | .input_width(3) |
| 494 | .pooling_height(pool_size) |
| 495 | .pooling_width(1) |
| 496 | .channels(channels) |
| 497 | .qmax(192) |
| 498 | .TestU8(); |
| 499 | MaxPoolingOperatorTester() |
| 500 | .batch_size(1) |
| 501 | .input_height(2) |
| 502 | .input_width(pool_size + 2) |
| 503 | .pooling_height(1) |
| 504 | .pooling_width(pool_size) |
| 505 | .channels(channels) |
| 506 | .qmax(192) |
| 507 | .TestU8(); |
| 508 | } |
| 509 | } |
| 510 | } |
| 511 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 512 | TEST(MAX_POOLING_NHWC_U8, small_batch_small_pool) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 513 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 514 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 515 | for (size_t pool_size = 2; pool_size <= xnn_params.u8.maxpool.mr; pool_size++) { |
| 516 | MaxPoolingOperatorTester() |
| 517 | .batch_size(3) |
| 518 | .input_height(pool_size + 1) |
| 519 | .input_width(3) |
| 520 | .pooling_height(pool_size) |
| 521 | .pooling_width(1) |
| 522 | .channels(channels) |
| 523 | .TestU8(); |
| 524 | MaxPoolingOperatorTester() |
| 525 | .batch_size(3) |
| 526 | .input_height(2) |
| 527 | .input_width(pool_size + 2) |
| 528 | .pooling_height(1) |
| 529 | .pooling_width(pool_size) |
| 530 | .channels(channels) |
| 531 | .TestU8(); |
| 532 | } |
| 533 | } |
| 534 | } |
| 535 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 536 | TEST(MAX_POOLING_NHWC_U8, small_batch_small_pool_with_input_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 537 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 538 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 539 | for (size_t pool_size = 2; pool_size <= xnn_params.u8.maxpool.mr; pool_size++) { |
| 540 | MaxPoolingOperatorTester() |
| 541 | .batch_size(3) |
| 542 | .input_height(pool_size + 1) |
| 543 | .input_width(3) |
| 544 | .pooling_height(pool_size) |
| 545 | .pooling_width(1) |
| 546 | .channels(channels) |
| 547 | .input_pixel_stride(5 * channels) |
| 548 | .TestU8(); |
| 549 | MaxPoolingOperatorTester() |
| 550 | .batch_size(3) |
| 551 | .input_height(2) |
| 552 | .input_width(pool_size + 2) |
| 553 | .pooling_height(1) |
| 554 | .pooling_width(pool_size) |
| 555 | .channels(channels) |
| 556 | .input_pixel_stride(5 * channels) |
| 557 | .TestU8(); |
| 558 | } |
| 559 | } |
| 560 | } |
| 561 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 562 | TEST(MAX_POOLING_NHWC_U8, small_batch_small_pool_with_output_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 563 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 564 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 565 | for (size_t pool_size = 2; pool_size <= xnn_params.u8.maxpool.mr; pool_size++) { |
| 566 | MaxPoolingOperatorTester() |
| 567 | .batch_size(3) |
| 568 | .input_height(pool_size + 1) |
| 569 | .input_width(3) |
| 570 | .pooling_height(pool_size) |
| 571 | .pooling_width(1) |
| 572 | .channels(channels) |
| 573 | .output_pixel_stride(5 * channels) |
| 574 | .TestU8(); |
| 575 | MaxPoolingOperatorTester() |
| 576 | .batch_size(3) |
| 577 | .input_height(2) |
| 578 | .input_width(pool_size + 2) |
| 579 | .pooling_height(1) |
| 580 | .pooling_width(pool_size) |
| 581 | .channels(channels) |
| 582 | .output_pixel_stride(5 * channels) |
| 583 | .TestU8(); |
| 584 | } |
| 585 | } |
| 586 | } |
| 587 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 588 | TEST(MAX_POOLING_NHWC_U8, small_batch_large_pool) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 589 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 590 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 591 | for (size_t pool_size = xnn_params.u8.maxpool.mr + 1; pool_size <= xnn_params.u8.maxpool.mr + xnn_params.u8.maxpool.qr; pool_size++) { |
| 592 | MaxPoolingOperatorTester() |
| 593 | .batch_size(3) |
| 594 | .input_height(pool_size + 1) |
| 595 | .input_width(3) |
| 596 | .pooling_height(pool_size) |
| 597 | .pooling_width(1) |
| 598 | .channels(channels) |
| 599 | .TestU8(); |
| 600 | MaxPoolingOperatorTester() |
| 601 | .batch_size(3) |
| 602 | .input_height(2) |
| 603 | .input_width(pool_size + 2) |
| 604 | .pooling_height(1) |
| 605 | .pooling_width(pool_size) |
| 606 | .channels(channels) |
| 607 | .TestU8(); |
| 608 | } |
| 609 | } |
| 610 | } |
| 611 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 612 | TEST(MAX_POOLING_NHWC_U8, small_batch_large_pool_with_input_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 613 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 614 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 615 | for (size_t pool_size = xnn_params.u8.maxpool.mr + 1; pool_size <= xnn_params.u8.maxpool.mr + xnn_params.u8.maxpool.qr; pool_size++) { |
| 616 | MaxPoolingOperatorTester() |
| 617 | .batch_size(3) |
| 618 | .input_height(pool_size + 1) |
| 619 | .input_width(3) |
| 620 | .pooling_height(pool_size) |
| 621 | .pooling_width(1) |
| 622 | .channels(channels) |
| 623 | .input_pixel_stride(5 * channels) |
| 624 | .TestU8(); |
| 625 | MaxPoolingOperatorTester() |
| 626 | .batch_size(3) |
| 627 | .input_height(2) |
| 628 | .input_width(pool_size + 2) |
| 629 | .pooling_height(1) |
| 630 | .pooling_width(pool_size) |
| 631 | .channels(channels) |
| 632 | .input_pixel_stride(5 * channels) |
| 633 | .TestU8(); |
| 634 | } |
| 635 | } |
| 636 | } |
| 637 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 638 | TEST(MAX_POOLING_NHWC_U8, small_batch_large_pool_with_output_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 639 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 640 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 641 | for (size_t pool_size = xnn_params.u8.maxpool.mr + 1; pool_size <= xnn_params.u8.maxpool.mr + xnn_params.u8.maxpool.qr; pool_size++) { |
| 642 | MaxPoolingOperatorTester() |
| 643 | .batch_size(3) |
| 644 | .input_height(pool_size + 1) |
| 645 | .input_width(3) |
| 646 | .pooling_height(pool_size) |
| 647 | .pooling_width(1) |
| 648 | .channels(channels) |
| 649 | .output_pixel_stride(5 * channels) |
| 650 | .TestU8(); |
| 651 | MaxPoolingOperatorTester() |
| 652 | .batch_size(3) |
| 653 | .input_height(2) |
| 654 | .input_width(pool_size + 2) |
| 655 | .pooling_height(1) |
| 656 | .pooling_width(pool_size) |
| 657 | .channels(channels) |
| 658 | .output_pixel_stride(5 * channels) |
| 659 | .TestU8(); |
| 660 | } |
| 661 | } |
| 662 | } |
| 663 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 664 | TEST(MAX_POOLING_NHWC_U8, setup_increasing_batch) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 665 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 666 | MaxPoolingOperatorTester() |
| 667 | .batch_size(3) |
| 668 | .next_batch_size(5) |
| 669 | .input_height(8) |
| 670 | .input_width(8) |
| 671 | .pooling_height(5) |
| 672 | .pooling_width(3) |
| 673 | .channels(24) |
| 674 | .TestSetupU8(); |
| 675 | } |
| 676 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 677 | TEST(MAX_POOLING_NHWC_U8, setup_decreasing_batch) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 678 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 679 | MaxPoolingOperatorTester() |
| 680 | .batch_size(5) |
| 681 | .next_batch_size(3) |
| 682 | .input_height(8) |
| 683 | .input_width(8) |
| 684 | .pooling_height(5) |
| 685 | .pooling_width(3) |
| 686 | .channels(24) |
| 687 | .TestSetupU8(); |
| 688 | } |
| 689 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 690 | TEST(MAX_POOLING_NHWC_U8, setup_changing_height) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 691 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 692 | MaxPoolingOperatorTester() |
| 693 | .batch_size(3) |
| 694 | .input_height(8) |
| 695 | .input_width(8) |
| 696 | .next_input_height(9) |
| 697 | .pooling_height(5) |
| 698 | .pooling_width(3) |
| 699 | .channels(24) |
| 700 | .TestSetupU8(); |
| 701 | MaxPoolingOperatorTester() |
| 702 | .batch_size(3) |
| 703 | .input_height(8) |
| 704 | .input_width(8) |
| 705 | .next_input_height(7) |
| 706 | .pooling_height(5) |
| 707 | .pooling_width(3) |
| 708 | .channels(24) |
| 709 | .TestSetupU8(); |
| 710 | } |
| 711 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 712 | TEST(MAX_POOLING_NHWC_U8, setup_changing_width) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 713 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 714 | MaxPoolingOperatorTester() |
| 715 | .batch_size(3) |
| 716 | .input_height(8) |
| 717 | .input_width(8) |
| 718 | .next_input_width(9) |
| 719 | .pooling_height(5) |
| 720 | .pooling_width(3) |
| 721 | .channels(24) |
| 722 | .TestSetupU8(); |
| 723 | MaxPoolingOperatorTester() |
| 724 | .batch_size(3) |
| 725 | .input_height(8) |
| 726 | .input_width(8) |
| 727 | .next_input_width(7) |
| 728 | .pooling_height(5) |
| 729 | .pooling_width(3) |
| 730 | .channels(24) |
| 731 | .TestSetupU8(); |
| 732 | } |
| 733 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 734 | TEST(MAX_POOLING_NHWC_U8, setup_swap_height_and_width) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 735 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 736 | MaxPoolingOperatorTester() |
| 737 | .batch_size(3) |
| 738 | .input_height(9) |
| 739 | .input_width(8) |
| 740 | .next_input_height(8) |
| 741 | .next_input_width(9) |
| 742 | .pooling_height(5) |
| 743 | .pooling_width(3) |
| 744 | .channels(24) |
| 745 | .TestSetupU8(); |
| 746 | } |
| 747 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 748 | TEST(MAX_POOLING_NHWC_F32, unit_batch_small_1xM_pool) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 749 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 750 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 751 | for (size_t pool_size = 2; pool_size <= xnn_params.f32.maxpool.mr; pool_size++) { |
| 752 | MaxPoolingOperatorTester() |
| 753 | .batch_size(1) |
| 754 | .input_height(2) |
| 755 | .input_width(pool_size + 2) |
| 756 | .pooling_height(1) |
| 757 | .pooling_width(pool_size) |
| 758 | .channels(channels) |
| 759 | .TestF32(); |
| 760 | } |
| 761 | } |
| 762 | } |
| 763 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 764 | TEST(MAX_POOLING_NHWC_F32, unit_batch_small_1xM_pool_with_padding) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 765 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 766 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 767 | for (size_t pool_size = 3; pool_size <= xnn_params.f32.maxpool.mr; pool_size++) { |
| 768 | for (size_t padding_left = 0; padding_left <= 1; padding_left++) { |
| 769 | for (size_t padding_right = 0; padding_right <= 1; padding_right++) { |
| 770 | MaxPoolingOperatorTester() |
| 771 | .batch_size(1) |
| 772 | .input_height(2) |
| 773 | .input_width(pool_size + 2) |
| 774 | .padding_left(padding_left) |
| 775 | .padding_right(padding_right) |
| 776 | .pooling_height(1) |
| 777 | .pooling_width(pool_size) |
| 778 | .channels(channels) |
| 779 | .TestF32(); |
| 780 | } |
| 781 | } |
| 782 | } |
| 783 | } |
| 784 | } |
| 785 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 786 | TEST(MAX_POOLING_NHWC_F32, unit_batch_small_1xM_pool_with_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 787 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 788 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 789 | for (size_t pool_size = 2; pool_size <= xnn_params.f32.maxpool.mr; pool_size++) { |
| 790 | MaxPoolingOperatorTester() |
| 791 | .batch_size(1) |
| 792 | .input_height(2) |
| 793 | .input_width(pool_size + 4) |
| 794 | .pooling_height(1) |
| 795 | .pooling_width(pool_size) |
| 796 | .stride_width(2) |
| 797 | .channels(channels) |
| 798 | .TestF32(); |
| 799 | } |
| 800 | } |
| 801 | } |
| 802 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 803 | TEST(MAX_POOLING_NHWC_F32, unit_batch_small_1xM_pool_with_dilation) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 804 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 805 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 806 | for (size_t pool_size = 2; pool_size <= xnn_params.f32.maxpool.mr; pool_size++) { |
| 807 | MaxPoolingOperatorTester() |
| 808 | .batch_size(1) |
| 809 | .input_height(2) |
| 810 | .input_width(2 * pool_size + 1) |
| 811 | .pooling_height(1) |
| 812 | .pooling_width(pool_size) |
| 813 | .dilation_width(2) |
| 814 | .channels(channels) |
| 815 | .TestF32(); |
| 816 | } |
| 817 | } |
| 818 | } |
| 819 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 820 | TEST(MAX_POOLING_NHWC_F32, unit_batch_small_Mx1_pool) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 821 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 822 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 823 | for (size_t pool_size = 2; pool_size <= xnn_params.f32.maxpool.mr; pool_size++) { |
| 824 | MaxPoolingOperatorTester() |
| 825 | .batch_size(1) |
| 826 | .input_height(pool_size + 1) |
| 827 | .input_width(3) |
| 828 | .pooling_height(pool_size) |
| 829 | .pooling_width(1) |
| 830 | .channels(channels) |
| 831 | .TestF32(); |
| 832 | } |
| 833 | } |
| 834 | } |
| 835 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 836 | TEST(MAX_POOLING_NHWC_F32, unit_batch_small_Mx1_pool_with_padding) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 837 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 838 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 839 | for (size_t pool_size = 2; pool_size <= xnn_params.f32.maxpool.mr; pool_size++) { |
| 840 | for (size_t padding_top = 0; padding_top <= 1; padding_top++) { |
| 841 | for (size_t padding_bottom = 0; padding_bottom <= 1; padding_bottom++) { |
| 842 | MaxPoolingOperatorTester() |
| 843 | .batch_size(1) |
| 844 | .input_height(pool_size + 1) |
| 845 | .input_width(3) |
| 846 | .padding_top(padding_top) |
| 847 | .padding_bottom(padding_bottom) |
| 848 | .pooling_height(pool_size) |
| 849 | .pooling_width(1) |
| 850 | .channels(channels) |
| 851 | .TestF32(); |
| 852 | } |
| 853 | } |
| 854 | } |
| 855 | } |
| 856 | } |
| 857 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 858 | TEST(MAX_POOLING_NHWC_F32, unit_batch_small_Mx1_pool_with_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 859 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 860 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 861 | for (size_t pool_size = 2; pool_size <= xnn_params.f32.maxpool.mr; pool_size++) { |
| 862 | MaxPoolingOperatorTester() |
| 863 | .batch_size(1) |
| 864 | .input_height(pool_size + 3) |
| 865 | .input_width(3) |
| 866 | .pooling_height(pool_size) |
| 867 | .pooling_width(1) |
| 868 | .stride_height(2) |
| 869 | .channels(channels) |
| 870 | .TestF32(); |
| 871 | } |
| 872 | } |
| 873 | } |
| 874 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 875 | TEST(MAX_POOLING_NHWC_F32, unit_batch_small_Mx1_pool_with_dilation) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 876 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 877 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 878 | for (size_t pool_size = 2; pool_size <= xnn_params.f32.maxpool.mr; pool_size++) { |
| 879 | MaxPoolingOperatorTester() |
| 880 | .batch_size(1) |
| 881 | .input_height(2 * pool_size) |
| 882 | .input_width(3) |
| 883 | .pooling_height(pool_size) |
| 884 | .pooling_width(1) |
| 885 | .dilation_height(2) |
| 886 | .channels(channels) |
| 887 | .TestF32(); |
| 888 | } |
| 889 | } |
| 890 | } |
| 891 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 892 | TEST(MAX_POOLING_NHWC_F32, unit_batch_small_pool_with_input_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 893 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 894 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 895 | for (size_t pool_size = 2; pool_size <= xnn_params.f32.maxpool.mr; pool_size++) { |
| 896 | MaxPoolingOperatorTester() |
| 897 | .batch_size(1) |
| 898 | .input_height(pool_size + 1) |
| 899 | .input_width(3) |
| 900 | .pooling_height(pool_size) |
| 901 | .pooling_width(1) |
| 902 | .channels(channels) |
| 903 | .input_pixel_stride(5 * channels) |
| 904 | .TestF32(); |
| 905 | MaxPoolingOperatorTester() |
| 906 | .batch_size(1) |
| 907 | .input_height(2) |
| 908 | .input_width(pool_size + 2) |
| 909 | .pooling_height(1) |
| 910 | .pooling_width(pool_size) |
| 911 | .channels(channels) |
| 912 | .input_pixel_stride(5 * channels) |
| 913 | .TestF32(); |
| 914 | } |
| 915 | } |
| 916 | } |
| 917 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 918 | TEST(MAX_POOLING_NHWC_F32, unit_batch_small_pool_with_output_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 919 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 920 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 921 | for (size_t pool_size = 2; pool_size <= xnn_params.f32.maxpool.mr; pool_size++) { |
| 922 | MaxPoolingOperatorTester() |
| 923 | .batch_size(1) |
| 924 | .input_height(pool_size + 1) |
| 925 | .input_width(3) |
| 926 | .pooling_height(pool_size) |
| 927 | .pooling_width(1) |
| 928 | .channels(channels) |
| 929 | .output_pixel_stride(5 * channels) |
| 930 | .TestF32(); |
| 931 | MaxPoolingOperatorTester() |
| 932 | .batch_size(1) |
| 933 | .input_height(2) |
| 934 | .input_width(pool_size + 2) |
| 935 | .pooling_height(1) |
| 936 | .pooling_width(pool_size) |
| 937 | .channels(channels) |
| 938 | .output_pixel_stride(5 * channels) |
| 939 | .TestF32(); |
| 940 | } |
| 941 | } |
| 942 | } |
| 943 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 944 | TEST(MAX_POOLING_NHWC_F32, unit_batch_small_pool_with_qmin) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 945 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 946 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 947 | for (size_t pool_size = 2; pool_size <= xnn_params.f32.maxpool.mr; pool_size++) { |
| 948 | MaxPoolingOperatorTester() |
| 949 | .batch_size(1) |
| 950 | .input_height(pool_size + 1) |
| 951 | .input_width(3) |
| 952 | .pooling_height(pool_size) |
| 953 | .pooling_width(1) |
| 954 | .channels(channels) |
| 955 | .qmin(192) |
| 956 | .TestF32(); |
| 957 | MaxPoolingOperatorTester() |
| 958 | .batch_size(1) |
| 959 | .input_height(2) |
| 960 | .input_width(pool_size + 2) |
| 961 | .pooling_height(1) |
| 962 | .pooling_width(pool_size) |
| 963 | .channels(channels) |
| 964 | .qmin(192) |
| 965 | .TestF32(); |
| 966 | } |
| 967 | } |
| 968 | } |
| 969 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 970 | TEST(MAX_POOLING_NHWC_F32, unit_batch_small_pool_with_qmax) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 971 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 972 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 973 | for (size_t pool_size = 2; pool_size <= xnn_params.f32.maxpool.mr; pool_size++) { |
| 974 | MaxPoolingOperatorTester() |
| 975 | .batch_size(1) |
| 976 | .input_height(pool_size + 1) |
| 977 | .input_width(3) |
| 978 | .pooling_height(pool_size) |
| 979 | .pooling_width(1) |
| 980 | .channels(channels) |
| 981 | .qmax(192) |
| 982 | .TestF32(); |
| 983 | MaxPoolingOperatorTester() |
| 984 | .batch_size(1) |
| 985 | .input_height(2) |
| 986 | .input_width(pool_size + 2) |
| 987 | .pooling_height(1) |
| 988 | .pooling_width(pool_size) |
| 989 | .channels(channels) |
| 990 | .qmax(192) |
| 991 | .TestF32(); |
| 992 | } |
| 993 | } |
| 994 | } |
| 995 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 996 | TEST(MAX_POOLING_NHWC_F32, unit_batch_large_1xM_pool) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 997 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 998 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 999 | for (size_t pool_size = xnn_params.f32.maxpool.mr + 1; pool_size <= xnn_params.f32.maxpool.mr + xnn_params.f32.maxpool.qr; pool_size++) { |
| 1000 | MaxPoolingOperatorTester() |
| 1001 | .batch_size(1) |
| 1002 | .input_height(2) |
| 1003 | .input_width(pool_size + 2) |
| 1004 | .pooling_height(1) |
| 1005 | .pooling_width(pool_size) |
| 1006 | .channels(channels) |
| 1007 | .TestF32(); |
| 1008 | } |
| 1009 | } |
| 1010 | } |
| 1011 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1012 | TEST(MAX_POOLING_NHWC_F32, unit_batch_large_1xM_pool_with_padding) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 1013 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1014 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 1015 | for (size_t pool_size = xnn_params.f32.maxpool.mr + 1; pool_size <= xnn_params.f32.maxpool.mr + xnn_params.f32.maxpool.qr; pool_size++) { |
| 1016 | for (size_t padding_left = 0; padding_left <= 1; padding_left++) { |
| 1017 | for (size_t padding_right = 0; padding_right <= 1; padding_right++) { |
| 1018 | MaxPoolingOperatorTester() |
| 1019 | .batch_size(1) |
| 1020 | .input_height(2) |
| 1021 | .input_width(pool_size + 2) |
| 1022 | .padding_left(padding_left) |
| 1023 | .padding_right(padding_right) |
| 1024 | .pooling_height(1) |
| 1025 | .pooling_width(pool_size) |
| 1026 | .channels(channels) |
| 1027 | .TestF32(); |
| 1028 | } |
| 1029 | } |
| 1030 | } |
| 1031 | } |
| 1032 | } |
| 1033 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1034 | TEST(MAX_POOLING_NHWC_F32, unit_batch_large_1xM_pool_with_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 1035 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1036 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 1037 | for (size_t pool_size = xnn_params.f32.maxpool.mr + 1; pool_size <= xnn_params.f32.maxpool.mr + xnn_params.f32.maxpool.qr; pool_size++) { |
| 1038 | MaxPoolingOperatorTester() |
| 1039 | .batch_size(1) |
| 1040 | .input_height(2) |
| 1041 | .input_width(pool_size + 4) |
| 1042 | .pooling_height(1) |
| 1043 | .pooling_width(pool_size) |
| 1044 | .stride_width(2) |
| 1045 | .channels(channels) |
| 1046 | .TestF32(); |
| 1047 | } |
| 1048 | } |
| 1049 | } |
| 1050 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1051 | TEST(MAX_POOLING_NHWC_F32, unit_batch_large_1xM_pool_with_dilation) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 1052 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1053 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 1054 | for (size_t pool_size = xnn_params.f32.maxpool.mr + 1; pool_size <= xnn_params.f32.maxpool.mr + xnn_params.f32.maxpool.qr; pool_size++) { |
| 1055 | MaxPoolingOperatorTester() |
| 1056 | .batch_size(1) |
| 1057 | .input_height(2) |
| 1058 | .input_width(2 * pool_size + 1) |
| 1059 | .pooling_height(1) |
| 1060 | .pooling_width(pool_size) |
| 1061 | .dilation_width(2) |
| 1062 | .channels(channels) |
| 1063 | .TestF32(); |
| 1064 | } |
| 1065 | } |
| 1066 | } |
| 1067 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1068 | TEST(MAX_POOLING_NHWC_F32, unit_batch_large_Mx1_pool) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 1069 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1070 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 1071 | for (size_t pool_size = xnn_params.f32.maxpool.mr + 1; pool_size <= xnn_params.f32.maxpool.mr + xnn_params.f32.maxpool.qr; pool_size++) { |
| 1072 | MaxPoolingOperatorTester() |
| 1073 | .batch_size(1) |
| 1074 | .input_height(pool_size + 1) |
| 1075 | .input_width(3) |
| 1076 | .pooling_height(pool_size) |
| 1077 | .pooling_width(1) |
| 1078 | .channels(channels) |
| 1079 | .TestF32(); |
| 1080 | } |
| 1081 | } |
| 1082 | } |
| 1083 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1084 | TEST(MAX_POOLING_NHWC_F32, unit_batch_large_Mx1_pool_with_padding) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 1085 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1086 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 1087 | for (size_t pool_size = xnn_params.f32.maxpool.mr + 1; pool_size <= xnn_params.f32.maxpool.mr + xnn_params.f32.maxpool.qr; pool_size++) { |
| 1088 | for (size_t padding_top = 0; padding_top <= 1; padding_top++) { |
| 1089 | for (size_t padding_bottom = 0; padding_bottom <= 1; padding_bottom++) { |
| 1090 | MaxPoolingOperatorTester() |
| 1091 | .batch_size(1) |
| 1092 | .input_height(pool_size + 1) |
| 1093 | .input_width(3) |
| 1094 | .padding_top(padding_top) |
| 1095 | .padding_bottom(padding_bottom) |
| 1096 | .pooling_height(pool_size) |
| 1097 | .pooling_width(1) |
| 1098 | .channels(channels) |
| 1099 | .TestF32(); |
| 1100 | } |
| 1101 | } |
| 1102 | } |
| 1103 | } |
| 1104 | } |
| 1105 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1106 | TEST(MAX_POOLING_NHWC_F32, unit_batch_large_Mx1_pool_with_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 1107 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1108 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 1109 | for (size_t pool_size = xnn_params.f32.maxpool.mr + 1; pool_size <= xnn_params.f32.maxpool.mr + xnn_params.f32.maxpool.qr; pool_size++) { |
| 1110 | MaxPoolingOperatorTester() |
| 1111 | .batch_size(1) |
| 1112 | .input_height(pool_size + 3) |
| 1113 | .input_width(3) |
| 1114 | .pooling_height(pool_size) |
| 1115 | .pooling_width(1) |
| 1116 | .stride_height(2) |
| 1117 | .channels(channels) |
| 1118 | .TestF32(); |
| 1119 | } |
| 1120 | } |
| 1121 | } |
| 1122 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1123 | TEST(MAX_POOLING_NHWC_F32, unit_batch_large_Mx1_pool_with_dilation) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 1124 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1125 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 1126 | for (size_t pool_size = xnn_params.f32.maxpool.mr + 1; pool_size <= xnn_params.f32.maxpool.mr + xnn_params.f32.maxpool.qr; pool_size++) { |
| 1127 | MaxPoolingOperatorTester() |
| 1128 | .batch_size(1) |
| 1129 | .input_height(2 * pool_size) |
| 1130 | .input_width(3) |
| 1131 | .pooling_height(pool_size) |
| 1132 | .pooling_width(1) |
| 1133 | .dilation_height(2) |
| 1134 | .channels(channels) |
| 1135 | .TestF32(); |
| 1136 | } |
| 1137 | } |
| 1138 | } |
| 1139 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1140 | TEST(MAX_POOLING_NHWC_F32, unit_batch_large_pool_with_input_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 1141 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1142 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 1143 | for (size_t pool_size = xnn_params.f32.maxpool.mr + 1; pool_size <= xnn_params.f32.maxpool.mr + xnn_params.f32.maxpool.qr; pool_size++) { |
| 1144 | MaxPoolingOperatorTester() |
| 1145 | .batch_size(1) |
| 1146 | .input_height(pool_size + 1) |
| 1147 | .input_width(3) |
| 1148 | .pooling_height(pool_size) |
| 1149 | .pooling_width(1) |
| 1150 | .channels(channels) |
| 1151 | .input_pixel_stride(5 * channels) |
| 1152 | .TestF32(); |
| 1153 | MaxPoolingOperatorTester() |
| 1154 | .batch_size(1) |
| 1155 | .input_height(2) |
| 1156 | .input_width(pool_size + 2) |
| 1157 | .pooling_height(1) |
| 1158 | .pooling_width(pool_size) |
| 1159 | .channels(channels) |
| 1160 | .input_pixel_stride(5 * channels) |
| 1161 | .TestF32(); |
| 1162 | } |
| 1163 | } |
| 1164 | } |
| 1165 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1166 | TEST(MAX_POOLING_NHWC_F32, unit_batch_large_pool_with_output_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 1167 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1168 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 1169 | for (size_t pool_size = xnn_params.f32.maxpool.mr + 1; pool_size <= xnn_params.f32.maxpool.mr + xnn_params.f32.maxpool.qr; pool_size++) { |
| 1170 | MaxPoolingOperatorTester() |
| 1171 | .batch_size(1) |
| 1172 | .input_height(pool_size + 1) |
| 1173 | .input_width(3) |
| 1174 | .pooling_height(pool_size) |
| 1175 | .pooling_width(1) |
| 1176 | .channels(channels) |
| 1177 | .output_pixel_stride(5 * channels) |
| 1178 | .TestF32(); |
| 1179 | MaxPoolingOperatorTester() |
| 1180 | .batch_size(1) |
| 1181 | .input_height(2) |
| 1182 | .input_width(pool_size + 2) |
| 1183 | .pooling_height(1) |
| 1184 | .pooling_width(pool_size) |
| 1185 | .channels(channels) |
| 1186 | .output_pixel_stride(5 * channels) |
| 1187 | .TestF32(); |
| 1188 | } |
| 1189 | } |
| 1190 | } |
| 1191 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1192 | TEST(MAX_POOLING_NHWC_F32, unit_batch_large_pool_with_qmin) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 1193 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1194 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 1195 | for (size_t pool_size = xnn_params.f32.maxpool.mr + 1; pool_size <= xnn_params.f32.maxpool.mr + xnn_params.f32.maxpool.qr; pool_size++) { |
| 1196 | MaxPoolingOperatorTester() |
| 1197 | .batch_size(1) |
| 1198 | .input_height(pool_size + 1) |
| 1199 | .input_width(3) |
| 1200 | .pooling_height(pool_size) |
| 1201 | .pooling_width(1) |
| 1202 | .channels(channels) |
| 1203 | .qmin(192) |
| 1204 | .TestF32(); |
| 1205 | MaxPoolingOperatorTester() |
| 1206 | .batch_size(1) |
| 1207 | .input_height(2) |
| 1208 | .input_width(pool_size + 2) |
| 1209 | .pooling_height(1) |
| 1210 | .pooling_width(pool_size) |
| 1211 | .channels(channels) |
| 1212 | .qmin(192) |
| 1213 | .TestF32(); |
| 1214 | } |
| 1215 | } |
| 1216 | } |
| 1217 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1218 | TEST(MAX_POOLING_NHWC_F32, unit_batch_large_pool_with_qmax) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 1219 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1220 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 1221 | for (size_t pool_size = xnn_params.f32.maxpool.mr + 1; pool_size <= xnn_params.f32.maxpool.mr + xnn_params.f32.maxpool.qr; pool_size++) { |
| 1222 | MaxPoolingOperatorTester() |
| 1223 | .batch_size(1) |
| 1224 | .input_height(pool_size + 1) |
| 1225 | .input_width(3) |
| 1226 | .pooling_height(pool_size) |
| 1227 | .pooling_width(1) |
| 1228 | .channels(channels) |
| 1229 | .qmax(192) |
| 1230 | .TestF32(); |
| 1231 | MaxPoolingOperatorTester() |
| 1232 | .batch_size(1) |
| 1233 | .input_height(2) |
| 1234 | .input_width(pool_size + 2) |
| 1235 | .pooling_height(1) |
| 1236 | .pooling_width(pool_size) |
| 1237 | .channels(channels) |
| 1238 | .qmax(192) |
| 1239 | .TestF32(); |
| 1240 | } |
| 1241 | } |
| 1242 | } |
| 1243 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1244 | TEST(MAX_POOLING_NHWC_F32, small_batch_small_pool) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 1245 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1246 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 1247 | for (size_t pool_size = 2; pool_size <= xnn_params.f32.maxpool.mr; pool_size++) { |
| 1248 | MaxPoolingOperatorTester() |
| 1249 | .batch_size(3) |
| 1250 | .input_height(pool_size + 1) |
| 1251 | .input_width(3) |
| 1252 | .pooling_height(pool_size) |
| 1253 | .pooling_width(1) |
| 1254 | .channels(channels) |
| 1255 | .TestF32(); |
| 1256 | MaxPoolingOperatorTester() |
| 1257 | .batch_size(3) |
| 1258 | .input_height(2) |
| 1259 | .input_width(pool_size + 2) |
| 1260 | .pooling_height(1) |
| 1261 | .pooling_width(pool_size) |
| 1262 | .channels(channels) |
| 1263 | .TestF32(); |
| 1264 | } |
| 1265 | } |
| 1266 | } |
| 1267 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1268 | TEST(MAX_POOLING_NHWC_F32, small_batch_small_pool_with_input_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 1269 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1270 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 1271 | for (size_t pool_size = 2; pool_size <= xnn_params.f32.maxpool.mr; pool_size++) { |
| 1272 | MaxPoolingOperatorTester() |
| 1273 | .batch_size(3) |
| 1274 | .input_height(pool_size + 1) |
| 1275 | .input_width(3) |
| 1276 | .pooling_height(pool_size) |
| 1277 | .pooling_width(1) |
| 1278 | .channels(channels) |
| 1279 | .input_pixel_stride(5 * channels) |
| 1280 | .TestF32(); |
| 1281 | MaxPoolingOperatorTester() |
| 1282 | .batch_size(3) |
| 1283 | .input_height(2) |
| 1284 | .input_width(pool_size + 2) |
| 1285 | .pooling_height(1) |
| 1286 | .pooling_width(pool_size) |
| 1287 | .channels(channels) |
| 1288 | .input_pixel_stride(5 * channels) |
| 1289 | .TestF32(); |
| 1290 | } |
| 1291 | } |
| 1292 | } |
| 1293 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1294 | TEST(MAX_POOLING_NHWC_F32, small_batch_small_pool_with_output_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 1295 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1296 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 1297 | for (size_t pool_size = 2; pool_size <= xnn_params.f32.maxpool.mr; pool_size++) { |
| 1298 | MaxPoolingOperatorTester() |
| 1299 | .batch_size(3) |
| 1300 | .input_height(pool_size + 1) |
| 1301 | .input_width(3) |
| 1302 | .pooling_height(pool_size) |
| 1303 | .pooling_width(1) |
| 1304 | .channels(channels) |
| 1305 | .output_pixel_stride(5 * channels) |
| 1306 | .TestF32(); |
| 1307 | MaxPoolingOperatorTester() |
| 1308 | .batch_size(3) |
| 1309 | .input_height(2) |
| 1310 | .input_width(pool_size + 2) |
| 1311 | .pooling_height(1) |
| 1312 | .pooling_width(pool_size) |
| 1313 | .channels(channels) |
| 1314 | .output_pixel_stride(5 * channels) |
| 1315 | .TestF32(); |
| 1316 | } |
| 1317 | } |
| 1318 | } |
| 1319 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1320 | TEST(MAX_POOLING_NHWC_F32, small_batch_large_pool) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 1321 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1322 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 1323 | for (size_t pool_size = xnn_params.f32.maxpool.mr + 1; pool_size <= xnn_params.f32.maxpool.mr + xnn_params.f32.maxpool.qr; pool_size++) { |
| 1324 | MaxPoolingOperatorTester() |
| 1325 | .batch_size(3) |
| 1326 | .input_height(pool_size + 1) |
| 1327 | .input_width(3) |
| 1328 | .pooling_height(pool_size) |
| 1329 | .pooling_width(1) |
| 1330 | .channels(channels) |
| 1331 | .TestF32(); |
| 1332 | MaxPoolingOperatorTester() |
| 1333 | .batch_size(3) |
| 1334 | .input_height(2) |
| 1335 | .input_width(pool_size + 2) |
| 1336 | .pooling_height(1) |
| 1337 | .pooling_width(pool_size) |
| 1338 | .channels(channels) |
| 1339 | .TestF32(); |
| 1340 | } |
| 1341 | } |
| 1342 | } |
| 1343 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1344 | TEST(MAX_POOLING_NHWC_F32, small_batch_large_pool_with_input_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 1345 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1346 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 1347 | for (size_t pool_size = xnn_params.f32.maxpool.mr + 1; pool_size <= xnn_params.f32.maxpool.mr + xnn_params.f32.maxpool.qr; pool_size++) { |
| 1348 | MaxPoolingOperatorTester() |
| 1349 | .batch_size(3) |
| 1350 | .input_height(pool_size + 1) |
| 1351 | .input_width(3) |
| 1352 | .pooling_height(pool_size) |
| 1353 | .pooling_width(1) |
| 1354 | .channels(channels) |
| 1355 | .input_pixel_stride(5 * channels) |
| 1356 | .TestF32(); |
| 1357 | MaxPoolingOperatorTester() |
| 1358 | .batch_size(3) |
| 1359 | .input_height(2) |
| 1360 | .input_width(pool_size + 2) |
| 1361 | .pooling_height(1) |
| 1362 | .pooling_width(pool_size) |
| 1363 | .channels(channels) |
| 1364 | .input_pixel_stride(5 * channels) |
| 1365 | .TestF32(); |
| 1366 | } |
| 1367 | } |
| 1368 | } |
| 1369 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1370 | TEST(MAX_POOLING_NHWC_F32, small_batch_large_pool_with_output_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 1371 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1372 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 1373 | for (size_t pool_size = xnn_params.f32.maxpool.mr + 1; pool_size <= xnn_params.f32.maxpool.mr + xnn_params.f32.maxpool.qr; pool_size++) { |
| 1374 | MaxPoolingOperatorTester() |
| 1375 | .batch_size(3) |
| 1376 | .input_height(pool_size + 1) |
| 1377 | .input_width(3) |
| 1378 | .pooling_height(pool_size) |
| 1379 | .pooling_width(1) |
| 1380 | .channels(channels) |
| 1381 | .output_pixel_stride(5 * channels) |
| 1382 | .TestF32(); |
| 1383 | MaxPoolingOperatorTester() |
| 1384 | .batch_size(3) |
| 1385 | .input_height(2) |
| 1386 | .input_width(pool_size + 2) |
| 1387 | .pooling_height(1) |
| 1388 | .pooling_width(pool_size) |
| 1389 | .channels(channels) |
| 1390 | .output_pixel_stride(5 * channels) |
| 1391 | .TestF32(); |
| 1392 | } |
| 1393 | } |
| 1394 | } |
| 1395 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1396 | TEST(MAX_POOLING_NHWC_F32, setup_increasing_batch) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 1397 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1398 | MaxPoolingOperatorTester() |
| 1399 | .batch_size(3) |
| 1400 | .next_batch_size(5) |
| 1401 | .input_height(8) |
| 1402 | .input_width(8) |
| 1403 | .pooling_height(5) |
| 1404 | .pooling_width(3) |
| 1405 | .channels(24) |
| 1406 | .TestSetupF32(); |
| 1407 | } |
| 1408 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1409 | TEST(MAX_POOLING_NHWC_F32, setup_decreasing_batch) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 1410 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1411 | MaxPoolingOperatorTester() |
| 1412 | .batch_size(5) |
| 1413 | .next_batch_size(3) |
| 1414 | .input_height(8) |
| 1415 | .input_width(8) |
| 1416 | .pooling_height(5) |
| 1417 | .pooling_width(3) |
| 1418 | .channels(24) |
| 1419 | .TestSetupF32(); |
| 1420 | } |
| 1421 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1422 | TEST(MAX_POOLING_NHWC_F32, setup_changing_height) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 1423 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1424 | MaxPoolingOperatorTester() |
| 1425 | .batch_size(3) |
| 1426 | .input_height(8) |
| 1427 | .input_width(8) |
| 1428 | .next_input_height(9) |
| 1429 | .pooling_height(5) |
| 1430 | .pooling_width(3) |
| 1431 | .channels(24) |
| 1432 | .TestSetupF32(); |
| 1433 | MaxPoolingOperatorTester() |
| 1434 | .batch_size(3) |
| 1435 | .input_height(8) |
| 1436 | .input_width(8) |
| 1437 | .next_input_height(7) |
| 1438 | .pooling_height(5) |
| 1439 | .pooling_width(3) |
| 1440 | .channels(24) |
| 1441 | .TestSetupF32(); |
| 1442 | } |
| 1443 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1444 | TEST(MAX_POOLING_NHWC_F32, setup_changing_width) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 1445 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1446 | MaxPoolingOperatorTester() |
| 1447 | .batch_size(3) |
| 1448 | .input_height(8) |
| 1449 | .input_width(8) |
| 1450 | .next_input_width(9) |
| 1451 | .pooling_height(5) |
| 1452 | .pooling_width(3) |
| 1453 | .channels(24) |
| 1454 | .TestSetupF32(); |
| 1455 | MaxPoolingOperatorTester() |
| 1456 | .batch_size(3) |
| 1457 | .input_height(8) |
| 1458 | .input_width(8) |
| 1459 | .next_input_width(7) |
| 1460 | .pooling_height(5) |
| 1461 | .pooling_width(3) |
| 1462 | .channels(24) |
| 1463 | .TestSetupF32(); |
| 1464 | } |
| 1465 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1466 | TEST(MAX_POOLING_NHWC_F32, setup_swap_height_and_width) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 1467 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1468 | MaxPoolingOperatorTester() |
| 1469 | .batch_size(3) |
| 1470 | .input_height(9) |
| 1471 | .input_width(8) |
| 1472 | .next_input_height(8) |
| 1473 | .next_input_width(9) |
| 1474 | .pooling_height(5) |
| 1475 | .pooling_width(3) |
| 1476 | .channels(24) |
| 1477 | .TestSetupF32(); |
| 1478 | } |