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 "argmax-pooling-operator-tester.h" |
| 9 | |
| 10 | #include <xnnpack/params.h> |
| 11 | |
| 12 | |
| 13 | static uint32_t FindMaxSinglePassPoolingSize(const argmaxpool_parameters* ukernel) { |
| 14 | uint32_t mr = 0; |
| 15 | while (ukernel->qr == 0) { |
| 16 | mr = std::max<uint32_t>(mr, ukernel->mr); |
| 17 | ukernel++; |
| 18 | } |
| 19 | return mr; |
| 20 | } |
| 21 | |
| 22 | static argmaxpool_parameters FindMultiPassMicroKernel(const argmaxpool_parameters* ukernel) { |
| 23 | while (ukernel->qr == 0) { |
| 24 | ukernel++; |
| 25 | } |
| 26 | return *ukernel; |
| 27 | } |
| 28 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 29 | TEST(ARGMAX_POOLING_NHWC_F32, unit_batch_small_1xM_pool) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 30 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 31 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 32 | for (size_t pool_size = 2; pool_size <= FindMaxSinglePassPoolingSize(xnn_params.f32.argmaxpool); pool_size++) { |
| 33 | ArgmaxPoolingOperatorTester() |
| 34 | .batch_size(1) |
| 35 | .input_height(2) |
| 36 | .input_width(pool_size + 2) |
| 37 | .pooling_height(1) |
| 38 | .pooling_width(pool_size) |
| 39 | .channels(channels) |
| 40 | .TestF32(); |
| 41 | } |
| 42 | } |
| 43 | } |
| 44 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 45 | TEST(ARGMAX_POOLING_NHWC_F32, unit_batch_small_1xM_pool_with_padding) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 46 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 47 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 48 | for (size_t pool_size = 3; pool_size <= FindMaxSinglePassPoolingSize(xnn_params.f32.argmaxpool); pool_size++) { |
| 49 | for (size_t padding_left = 0; padding_left <= 1; padding_left++) { |
| 50 | for (size_t padding_right = 0; padding_right <= 1; padding_right++) { |
| 51 | ArgmaxPoolingOperatorTester() |
| 52 | .batch_size(1) |
| 53 | .input_height(2) |
| 54 | .input_width(pool_size + 2) |
| 55 | .padding_left(padding_left) |
| 56 | .padding_right(padding_right) |
| 57 | .pooling_height(1) |
| 58 | .pooling_width(pool_size) |
| 59 | .channels(channels) |
| 60 | .TestF32(); |
| 61 | } |
| 62 | } |
| 63 | } |
| 64 | } |
| 65 | } |
| 66 | |
Marat Dukhan | e4b8e57 | 2020-05-05 11:35:02 -0700 | [diff] [blame] | 67 | TEST(ARGMAX_POOLING_NHWC_F32, unit_batch_small_1xM_pool_with_tf_same_padding) { |
| 68 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
| 69 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 70 | for (size_t pool_size = 3; pool_size <= FindMaxSinglePassPoolingSize(xnn_params.f32.argmaxpool); pool_size++) { |
| 71 | for (size_t input_width = pool_size + 1; input_width <= pool_size; input_width++) { |
| 72 | ArgmaxPoolingOperatorTester() |
| 73 | .batch_size(1) |
| 74 | .input_height(2) |
| 75 | .input_width(input_width) |
| 76 | .padding_tf_same(true) |
| 77 | .pooling_height(1) |
| 78 | .pooling_width(pool_size) |
| 79 | .channels(channels) |
| 80 | .TestF32(); |
| 81 | } |
| 82 | } |
| 83 | } |
| 84 | } |
| 85 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 86 | TEST(ARGMAX_POOLING_NHWC_F32, unit_batch_small_Mx1_pool) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 87 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 88 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 89 | for (size_t pool_size = 2; pool_size <= FindMaxSinglePassPoolingSize(xnn_params.f32.argmaxpool); pool_size++) { |
| 90 | ArgmaxPoolingOperatorTester() |
| 91 | .batch_size(1) |
| 92 | .input_height(pool_size + 1) |
| 93 | .input_width(3) |
| 94 | .pooling_height(pool_size) |
| 95 | .pooling_width(1) |
| 96 | .channels(channels) |
| 97 | .TestF32(); |
| 98 | } |
| 99 | } |
| 100 | } |
| 101 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 102 | TEST(ARGMAX_POOLING_NHWC_F32, unit_batch_small_Mx1_pool_with_padding) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 103 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 104 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 105 | for (size_t pool_size = 2; pool_size <= FindMaxSinglePassPoolingSize(xnn_params.f32.argmaxpool); pool_size++) { |
| 106 | for (size_t padding_top = 0; padding_top <= 1; padding_top++) { |
| 107 | for (size_t padding_bottom = 0; padding_bottom <= 1; padding_bottom++) { |
| 108 | ArgmaxPoolingOperatorTester() |
| 109 | .batch_size(1) |
| 110 | .input_height(pool_size + 1) |
| 111 | .input_width(3) |
| 112 | .padding_top(padding_top) |
| 113 | .padding_bottom(padding_bottom) |
| 114 | .pooling_height(pool_size) |
| 115 | .pooling_width(1) |
| 116 | .channels(channels) |
| 117 | .TestF32(); |
| 118 | } |
| 119 | } |
| 120 | } |
| 121 | } |
| 122 | } |
| 123 | |
Marat Dukhan | e4b8e57 | 2020-05-05 11:35:02 -0700 | [diff] [blame] | 124 | TEST(ARGMAX_POOLING_NHWC_F32, unit_batch_small_Mx1_pool_with_tf_same_padding) { |
| 125 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
| 126 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 127 | for (size_t pool_size = 2; pool_size <= FindMaxSinglePassPoolingSize(xnn_params.f32.argmaxpool); pool_size++) { |
| 128 | for (size_t input_height = pool_size + 1; input_height <= pool_size * 2; input_height++) { |
| 129 | ArgmaxPoolingOperatorTester() |
| 130 | .batch_size(1) |
| 131 | .input_height(input_height) |
| 132 | .input_width(3) |
| 133 | .padding_tf_same(true) |
| 134 | .pooling_height(pool_size) |
| 135 | .pooling_width(1) |
| 136 | .channels(channels) |
| 137 | .TestF32(); |
| 138 | } |
| 139 | } |
| 140 | } |
| 141 | } |
| 142 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 143 | TEST(ARGMAX_POOLING_NHWC_F32, unit_batch_small_pool_with_input_stride) { |
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 <= FindMaxSinglePassPoolingSize(xnn_params.f32.argmaxpool); pool_size++) { |
| 147 | ArgmaxPoolingOperatorTester() |
| 148 | .batch_size(1) |
| 149 | .input_height(pool_size + 1) |
| 150 | .input_width(3) |
| 151 | .pooling_height(pool_size) |
| 152 | .pooling_width(1) |
| 153 | .channels(channels) |
| 154 | .input_pixel_stride(5 * channels) |
| 155 | .TestF32(); |
| 156 | ArgmaxPoolingOperatorTester() |
| 157 | .batch_size(1) |
| 158 | .input_height(2) |
| 159 | .input_width(pool_size + 2) |
| 160 | .pooling_height(1) |
| 161 | .pooling_width(pool_size) |
| 162 | .channels(channels) |
| 163 | .input_pixel_stride(5 * channels) |
| 164 | .TestF32(); |
| 165 | } |
| 166 | } |
| 167 | } |
| 168 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 169 | TEST(ARGMAX_POOLING_NHWC_F32, unit_batch_small_pool_with_output_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 170 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 171 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 172 | for (size_t pool_size = 2; pool_size <= FindMaxSinglePassPoolingSize(xnn_params.f32.argmaxpool); pool_size++) { |
| 173 | ArgmaxPoolingOperatorTester() |
| 174 | .batch_size(1) |
| 175 | .input_height(pool_size + 1) |
| 176 | .input_width(3) |
| 177 | .pooling_height(pool_size) |
| 178 | .pooling_width(1) |
| 179 | .channels(channels) |
| 180 | .output_pixel_stride(5 * channels) |
| 181 | .TestF32(); |
| 182 | ArgmaxPoolingOperatorTester() |
| 183 | .batch_size(1) |
| 184 | .input_height(2) |
| 185 | .input_width(pool_size + 2) |
| 186 | .pooling_height(1) |
| 187 | .pooling_width(pool_size) |
| 188 | .channels(channels) |
| 189 | .output_pixel_stride(5 * channels) |
| 190 | .TestF32(); |
| 191 | } |
| 192 | } |
| 193 | } |
| 194 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 195 | TEST(ARGMAX_POOLING_NHWC_F32, unit_batch_large_1xM_pool) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 196 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 197 | const auto multipass = FindMultiPassMicroKernel(xnn_params.f32.argmaxpool); |
| 198 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 199 | for (size_t pool_size = multipass.mr + 1; pool_size <= multipass.mr + multipass.qr; pool_size++) { |
| 200 | ArgmaxPoolingOperatorTester() |
| 201 | .batch_size(1) |
| 202 | .input_height(2) |
| 203 | .input_width(pool_size + 2) |
| 204 | .pooling_height(1) |
| 205 | .pooling_width(pool_size) |
| 206 | .channels(channels) |
| 207 | .TestF32(); |
| 208 | } |
| 209 | } |
| 210 | } |
| 211 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 212 | TEST(ARGMAX_POOLING_NHWC_F32, unit_batch_large_1xM_pool_with_padding) { |
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 | const auto multipass = FindMultiPassMicroKernel(xnn_params.f32.argmaxpool); |
| 215 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 216 | for (size_t pool_size = multipass.mr + 1; pool_size <= multipass.mr + multipass.qr; pool_size++) { |
| 217 | for (size_t padding_left = 0; padding_left <= 1; padding_left++) { |
| 218 | for (size_t padding_right = 0; padding_right <= 1; padding_right++) { |
| 219 | ArgmaxPoolingOperatorTester() |
| 220 | .batch_size(1) |
| 221 | .input_height(2) |
| 222 | .input_width(pool_size + 2) |
| 223 | .padding_left(padding_left) |
| 224 | .padding_right(padding_right) |
| 225 | .pooling_height(1) |
| 226 | .pooling_width(pool_size) |
| 227 | .channels(channels) |
| 228 | .TestF32(); |
| 229 | } |
| 230 | } |
| 231 | } |
| 232 | } |
| 233 | } |
| 234 | |
Marat Dukhan | e4b8e57 | 2020-05-05 11:35:02 -0700 | [diff] [blame] | 235 | TEST(ARGMAX_POOLING_NHWC_F32, unit_batch_large_1xM_pool_with_tf_same_padding) { |
| 236 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
| 237 | const auto multipass = FindMultiPassMicroKernel(xnn_params.f32.argmaxpool); |
| 238 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 239 | for (size_t pool_size = multipass.mr + 1; pool_size <= multipass.mr + multipass.qr; pool_size++) { |
| 240 | for (size_t input_width = pool_size + 1; input_width <= pool_size * 2; input_width++) { |
| 241 | ArgmaxPoolingOperatorTester() |
| 242 | .batch_size(1) |
| 243 | .input_height(2) |
| 244 | .input_width(input_width) |
| 245 | .padding_tf_same(true) |
| 246 | .pooling_height(1) |
| 247 | .pooling_width(pool_size) |
| 248 | .channels(channels) |
| 249 | .TestF32(); |
| 250 | } |
| 251 | } |
| 252 | } |
| 253 | } |
| 254 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 255 | TEST(ARGMAX_POOLING_NHWC_F32, unit_batch_large_Mx1_pool) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 256 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 257 | const auto multipass = FindMultiPassMicroKernel(xnn_params.f32.argmaxpool); |
| 258 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 259 | for (size_t pool_size = multipass.mr + 1; pool_size <= multipass.mr + multipass.qr; pool_size++) { |
| 260 | ArgmaxPoolingOperatorTester() |
| 261 | .batch_size(1) |
| 262 | .input_height(pool_size + 1) |
| 263 | .input_width(3) |
| 264 | .pooling_height(pool_size) |
| 265 | .pooling_width(1) |
| 266 | .channels(channels) |
| 267 | .TestF32(); |
| 268 | } |
| 269 | } |
| 270 | } |
| 271 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 272 | TEST(ARGMAX_POOLING_NHWC_F32, unit_batch_large_Mx1_pool_with_padding) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 273 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 274 | const auto multipass = FindMultiPassMicroKernel(xnn_params.f32.argmaxpool); |
| 275 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 276 | for (size_t pool_size = multipass.mr + 1; pool_size <= multipass.mr + multipass.qr; pool_size++) { |
| 277 | for (size_t padding_top = 0; padding_top <= 1; padding_top++) { |
| 278 | for (size_t padding_bottom = 0; padding_bottom <= 1; padding_bottom++) { |
| 279 | ArgmaxPoolingOperatorTester() |
| 280 | .batch_size(1) |
| 281 | .input_height(pool_size + 1) |
| 282 | .input_width(3) |
| 283 | .padding_top(padding_top) |
| 284 | .padding_bottom(padding_bottom) |
| 285 | .pooling_height(pool_size) |
| 286 | .pooling_width(1) |
| 287 | .channels(channels) |
| 288 | .TestF32(); |
| 289 | } |
| 290 | } |
| 291 | } |
| 292 | } |
| 293 | } |
| 294 | |
Marat Dukhan | e4b8e57 | 2020-05-05 11:35:02 -0700 | [diff] [blame] | 295 | TEST(ARGMAX_POOLING_NHWC_F32, unit_batch_large_Mx1_pool_with_tf_same_padding) { |
| 296 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
| 297 | const auto multipass = FindMultiPassMicroKernel(xnn_params.f32.argmaxpool); |
| 298 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 299 | for (size_t pool_size = multipass.mr + 1; pool_size <= multipass.mr + multipass.qr; pool_size++) { |
| 300 | for (size_t input_height = pool_size + 2; input_height <= pool_size * 2; input_height++) { |
| 301 | ArgmaxPoolingOperatorTester() |
| 302 | .batch_size(1) |
| 303 | .input_height(input_height) |
| 304 | .input_width(3) |
| 305 | .padding_tf_same(true) |
| 306 | .pooling_height(pool_size) |
| 307 | .pooling_width(1) |
| 308 | .channels(channels) |
| 309 | .TestF32(); |
| 310 | } |
| 311 | } |
| 312 | } |
| 313 | } |
| 314 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 315 | TEST(ARGMAX_POOLING_NHWC_F32, unit_batch_large_pool_with_input_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 316 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 317 | const auto multipass = FindMultiPassMicroKernel(xnn_params.f32.argmaxpool); |
| 318 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 319 | for (size_t pool_size = multipass.mr + 1; pool_size <= multipass.mr + multipass.qr; pool_size++) { |
| 320 | ArgmaxPoolingOperatorTester() |
| 321 | .batch_size(1) |
| 322 | .input_height(pool_size + 1) |
| 323 | .input_width(3) |
| 324 | .pooling_height(pool_size) |
| 325 | .pooling_width(1) |
| 326 | .channels(channels) |
| 327 | .input_pixel_stride(5 * channels) |
| 328 | .TestF32(); |
| 329 | ArgmaxPoolingOperatorTester() |
| 330 | .batch_size(1) |
| 331 | .input_height(2) |
| 332 | .input_width(pool_size + 2) |
| 333 | .pooling_height(1) |
| 334 | .pooling_width(pool_size) |
| 335 | .channels(channels) |
| 336 | .input_pixel_stride(5 * channels) |
| 337 | .TestF32(); |
| 338 | } |
| 339 | } |
| 340 | } |
| 341 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 342 | TEST(ARGMAX_POOLING_NHWC_F32, unit_batch_large_pool_with_output_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 343 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 344 | const auto multipass = FindMultiPassMicroKernel(xnn_params.f32.argmaxpool); |
| 345 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 346 | for (size_t pool_size = multipass.mr + 1; pool_size <= multipass.mr + multipass.qr; pool_size++) { |
| 347 | ArgmaxPoolingOperatorTester() |
| 348 | .batch_size(1) |
| 349 | .input_height(pool_size + 1) |
| 350 | .input_width(3) |
| 351 | .pooling_height(pool_size) |
| 352 | .pooling_width(1) |
| 353 | .channels(channels) |
| 354 | .output_pixel_stride(5 * channels) |
| 355 | .TestF32(); |
| 356 | ArgmaxPoolingOperatorTester() |
| 357 | .batch_size(1) |
| 358 | .input_height(2) |
| 359 | .input_width(pool_size + 2) |
| 360 | .pooling_height(1) |
| 361 | .pooling_width(pool_size) |
| 362 | .channels(channels) |
| 363 | .output_pixel_stride(5 * channels) |
| 364 | .TestF32(); |
| 365 | } |
| 366 | } |
| 367 | } |
| 368 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 369 | TEST(ARGMAX_POOLING_NHWC_F32, small_batch_small_pool) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 370 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 371 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 372 | for (size_t pool_size = 2; pool_size <= FindMaxSinglePassPoolingSize(xnn_params.f32.argmaxpool); pool_size++) { |
| 373 | ArgmaxPoolingOperatorTester() |
| 374 | .batch_size(3) |
| 375 | .input_height(pool_size + 1) |
| 376 | .input_width(3) |
| 377 | .pooling_height(pool_size) |
| 378 | .pooling_width(1) |
| 379 | .channels(channels) |
| 380 | .TestF32(); |
| 381 | ArgmaxPoolingOperatorTester() |
| 382 | .batch_size(3) |
| 383 | .input_height(2) |
| 384 | .input_width(pool_size + 2) |
| 385 | .pooling_height(1) |
| 386 | .pooling_width(pool_size) |
| 387 | .channels(channels) |
| 388 | .TestF32(); |
| 389 | } |
| 390 | } |
| 391 | } |
| 392 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 393 | TEST(ARGMAX_POOLING_NHWC_F32, small_batch_small_pool_with_input_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 394 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 395 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 396 | for (size_t pool_size = 2; pool_size <= FindMaxSinglePassPoolingSize(xnn_params.f32.argmaxpool); pool_size++) { |
| 397 | ArgmaxPoolingOperatorTester() |
| 398 | .batch_size(3) |
| 399 | .input_height(pool_size + 1) |
| 400 | .input_width(3) |
| 401 | .pooling_height(pool_size) |
| 402 | .pooling_width(1) |
| 403 | .channels(channels) |
| 404 | .input_pixel_stride(5 * channels) |
| 405 | .TestF32(); |
| 406 | ArgmaxPoolingOperatorTester() |
| 407 | .batch_size(3) |
| 408 | .input_height(2) |
| 409 | .input_width(pool_size + 2) |
| 410 | .pooling_height(1) |
| 411 | .pooling_width(pool_size) |
| 412 | .channels(channels) |
| 413 | .input_pixel_stride(5 * channels) |
| 414 | .TestF32(); |
| 415 | } |
| 416 | } |
| 417 | } |
| 418 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 419 | TEST(ARGMAX_POOLING_NHWC_F32, small_batch_small_pool_with_output_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 420 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 421 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 422 | for (size_t pool_size = 2; pool_size <= FindMaxSinglePassPoolingSize(xnn_params.f32.argmaxpool); pool_size++) { |
| 423 | ArgmaxPoolingOperatorTester() |
| 424 | .batch_size(3) |
| 425 | .input_height(pool_size + 1) |
| 426 | .input_width(3) |
| 427 | .pooling_height(pool_size) |
| 428 | .pooling_width(1) |
| 429 | .channels(channels) |
| 430 | .output_pixel_stride(5 * channels) |
| 431 | .TestF32(); |
| 432 | ArgmaxPoolingOperatorTester() |
| 433 | .batch_size(3) |
| 434 | .input_height(2) |
| 435 | .input_width(pool_size + 2) |
| 436 | .pooling_height(1) |
| 437 | .pooling_width(pool_size) |
| 438 | .channels(channels) |
| 439 | .output_pixel_stride(5 * channels) |
| 440 | .TestF32(); |
| 441 | } |
| 442 | } |
| 443 | } |
| 444 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 445 | TEST(ARGMAX_POOLING_NHWC_F32, small_batch_large_pool) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 446 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 447 | const auto multipass = FindMultiPassMicroKernel(xnn_params.f32.argmaxpool); |
| 448 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 449 | for (size_t pool_size = multipass.mr + 1; pool_size <= multipass.mr + multipass.qr; pool_size++) { |
| 450 | ArgmaxPoolingOperatorTester() |
| 451 | .batch_size(3) |
| 452 | .input_height(pool_size + 1) |
| 453 | .input_width(3) |
| 454 | .pooling_height(pool_size) |
| 455 | .pooling_width(1) |
| 456 | .channels(channels) |
| 457 | .TestF32(); |
| 458 | ArgmaxPoolingOperatorTester() |
| 459 | .batch_size(3) |
| 460 | .input_height(2) |
| 461 | .input_width(pool_size + 2) |
| 462 | .pooling_height(1) |
| 463 | .pooling_width(pool_size) |
| 464 | .channels(channels) |
| 465 | .TestF32(); |
| 466 | } |
| 467 | } |
| 468 | } |
| 469 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 470 | TEST(ARGMAX_POOLING_NHWC_F32, small_batch_large_pool_with_input_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 471 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 472 | const auto multipass = FindMultiPassMicroKernel(xnn_params.f32.argmaxpool); |
| 473 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 474 | for (size_t pool_size = multipass.mr + 1; pool_size <= multipass.mr + multipass.qr; pool_size++) { |
| 475 | ArgmaxPoolingOperatorTester() |
| 476 | .batch_size(3) |
| 477 | .input_height(pool_size + 1) |
| 478 | .input_width(3) |
| 479 | .pooling_height(pool_size) |
| 480 | .pooling_width(1) |
| 481 | .channels(channels) |
| 482 | .input_pixel_stride(5 * channels) |
| 483 | .TestF32(); |
| 484 | ArgmaxPoolingOperatorTester() |
| 485 | .batch_size(3) |
| 486 | .input_height(2) |
| 487 | .input_width(pool_size + 2) |
| 488 | .pooling_height(1) |
| 489 | .pooling_width(pool_size) |
| 490 | .channels(channels) |
| 491 | .input_pixel_stride(5 * channels) |
| 492 | .TestF32(); |
| 493 | } |
| 494 | } |
| 495 | } |
| 496 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 497 | TEST(ARGMAX_POOLING_NHWC_F32, small_batch_large_pool_with_output_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 498 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 499 | const auto multipass = FindMultiPassMicroKernel(xnn_params.f32.argmaxpool); |
| 500 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 501 | for (size_t pool_size = multipass.mr + 1; pool_size <= multipass.mr + multipass.qr; pool_size++) { |
| 502 | ArgmaxPoolingOperatorTester() |
| 503 | .batch_size(3) |
| 504 | .input_height(pool_size + 1) |
| 505 | .input_width(3) |
| 506 | .pooling_height(pool_size) |
| 507 | .pooling_width(1) |
| 508 | .channels(channels) |
| 509 | .output_pixel_stride(5 * channels) |
| 510 | .TestF32(); |
| 511 | ArgmaxPoolingOperatorTester() |
| 512 | .batch_size(3) |
| 513 | .input_height(2) |
| 514 | .input_width(pool_size + 2) |
| 515 | .pooling_height(1) |
| 516 | .pooling_width(pool_size) |
| 517 | .channels(channels) |
| 518 | .output_pixel_stride(5 * channels) |
| 519 | .TestF32(); |
| 520 | } |
| 521 | } |
| 522 | } |
| 523 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 524 | TEST(ARGMAX_POOLING_NHWC_F32, setup_increasing_batch) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 525 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 526 | ArgmaxPoolingOperatorTester() |
| 527 | .batch_size(3) |
| 528 | .next_batch_size(5) |
| 529 | .input_height(8) |
| 530 | .input_width(8) |
| 531 | .pooling_height(5) |
| 532 | .pooling_width(3) |
| 533 | .channels(24) |
| 534 | .TestSetupF32(); |
| 535 | } |
| 536 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 537 | TEST(ARGMAX_POOLING_NHWC_F32, setup_decreasing_batch) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 538 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 539 | ArgmaxPoolingOperatorTester() |
| 540 | .batch_size(5) |
| 541 | .next_batch_size(3) |
| 542 | .input_height(8) |
| 543 | .input_width(8) |
| 544 | .pooling_height(5) |
| 545 | .pooling_width(3) |
| 546 | .channels(24) |
| 547 | .TestSetupF32(); |
| 548 | } |
| 549 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 550 | TEST(ARGMAX_POOLING_NHWC_F32, setup_changing_height) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 551 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 552 | ArgmaxPoolingOperatorTester() |
| 553 | .batch_size(3) |
| 554 | .input_height(8) |
| 555 | .input_width(8) |
| 556 | .next_input_height(9) |
| 557 | .pooling_height(5) |
| 558 | .pooling_width(3) |
| 559 | .channels(24) |
| 560 | .TestSetupF32(); |
| 561 | ArgmaxPoolingOperatorTester() |
| 562 | .batch_size(3) |
| 563 | .input_height(8) |
| 564 | .input_width(8) |
| 565 | .next_input_height(7) |
| 566 | .pooling_height(5) |
| 567 | .pooling_width(3) |
| 568 | .channels(24) |
| 569 | .TestSetupF32(); |
| 570 | } |
| 571 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 572 | TEST(ARGMAX_POOLING_NHWC_F32, setup_changing_width) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 573 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 574 | ArgmaxPoolingOperatorTester() |
| 575 | .batch_size(3) |
| 576 | .input_height(8) |
| 577 | .input_width(8) |
| 578 | .next_input_width(9) |
| 579 | .pooling_height(5) |
| 580 | .pooling_width(3) |
| 581 | .channels(24) |
| 582 | .TestSetupF32(); |
| 583 | ArgmaxPoolingOperatorTester() |
| 584 | .batch_size(3) |
| 585 | .input_height(8) |
| 586 | .input_width(8) |
| 587 | .next_input_width(7) |
| 588 | .pooling_height(5) |
| 589 | .pooling_width(3) |
| 590 | .channels(24) |
| 591 | .TestSetupF32(); |
| 592 | } |
| 593 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 594 | TEST(ARGMAX_POOLING_NHWC_F32, setup_swap_height_and_width) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 595 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 596 | ArgmaxPoolingOperatorTester() |
| 597 | .batch_size(3) |
| 598 | .input_height(9) |
| 599 | .input_width(8) |
| 600 | .next_input_height(8) |
| 601 | .next_input_width(9) |
| 602 | .pooling_height(5) |
| 603 | .pooling_width(3) |
| 604 | .channels(24) |
| 605 | .TestSetupF32(); |
| 606 | } |