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 | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 67 | TEST(ARGMAX_POOLING_NHWC_F32, unit_batch_small_Mx1_pool) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 68 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 69 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 70 | for (size_t pool_size = 2; pool_size <= FindMaxSinglePassPoolingSize(xnn_params.f32.argmaxpool); pool_size++) { |
| 71 | ArgmaxPoolingOperatorTester() |
| 72 | .batch_size(1) |
| 73 | .input_height(pool_size + 1) |
| 74 | .input_width(3) |
| 75 | .pooling_height(pool_size) |
| 76 | .pooling_width(1) |
| 77 | .channels(channels) |
| 78 | .TestF32(); |
| 79 | } |
| 80 | } |
| 81 | } |
| 82 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 83 | TEST(ARGMAX_POOLING_NHWC_F32, unit_batch_small_Mx1_pool_with_padding) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 84 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 85 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 86 | for (size_t pool_size = 2; pool_size <= FindMaxSinglePassPoolingSize(xnn_params.f32.argmaxpool); pool_size++) { |
| 87 | for (size_t padding_top = 0; padding_top <= 1; padding_top++) { |
| 88 | for (size_t padding_bottom = 0; padding_bottom <= 1; padding_bottom++) { |
| 89 | ArgmaxPoolingOperatorTester() |
| 90 | .batch_size(1) |
| 91 | .input_height(pool_size + 1) |
| 92 | .input_width(3) |
| 93 | .padding_top(padding_top) |
| 94 | .padding_bottom(padding_bottom) |
| 95 | .pooling_height(pool_size) |
| 96 | .pooling_width(1) |
| 97 | .channels(channels) |
| 98 | .TestF32(); |
| 99 | } |
| 100 | } |
| 101 | } |
| 102 | } |
| 103 | } |
| 104 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 105 | TEST(ARGMAX_POOLING_NHWC_F32, unit_batch_small_pool_with_input_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 106 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 107 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 108 | for (size_t pool_size = 2; pool_size <= FindMaxSinglePassPoolingSize(xnn_params.f32.argmaxpool); pool_size++) { |
| 109 | ArgmaxPoolingOperatorTester() |
| 110 | .batch_size(1) |
| 111 | .input_height(pool_size + 1) |
| 112 | .input_width(3) |
| 113 | .pooling_height(pool_size) |
| 114 | .pooling_width(1) |
| 115 | .channels(channels) |
| 116 | .input_pixel_stride(5 * channels) |
| 117 | .TestF32(); |
| 118 | ArgmaxPoolingOperatorTester() |
| 119 | .batch_size(1) |
| 120 | .input_height(2) |
| 121 | .input_width(pool_size + 2) |
| 122 | .pooling_height(1) |
| 123 | .pooling_width(pool_size) |
| 124 | .channels(channels) |
| 125 | .input_pixel_stride(5 * channels) |
| 126 | .TestF32(); |
| 127 | } |
| 128 | } |
| 129 | } |
| 130 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 131 | TEST(ARGMAX_POOLING_NHWC_F32, unit_batch_small_pool_with_output_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 132 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 133 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 134 | for (size_t pool_size = 2; pool_size <= FindMaxSinglePassPoolingSize(xnn_params.f32.argmaxpool); pool_size++) { |
| 135 | ArgmaxPoolingOperatorTester() |
| 136 | .batch_size(1) |
| 137 | .input_height(pool_size + 1) |
| 138 | .input_width(3) |
| 139 | .pooling_height(pool_size) |
| 140 | .pooling_width(1) |
| 141 | .channels(channels) |
| 142 | .output_pixel_stride(5 * channels) |
| 143 | .TestF32(); |
| 144 | ArgmaxPoolingOperatorTester() |
| 145 | .batch_size(1) |
| 146 | .input_height(2) |
| 147 | .input_width(pool_size + 2) |
| 148 | .pooling_height(1) |
| 149 | .pooling_width(pool_size) |
| 150 | .channels(channels) |
| 151 | .output_pixel_stride(5 * channels) |
| 152 | .TestF32(); |
| 153 | } |
| 154 | } |
| 155 | } |
| 156 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 157 | TEST(ARGMAX_POOLING_NHWC_F32, unit_batch_small_pool_with_qmin) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 158 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 159 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 160 | for (size_t pool_size = 2; pool_size <= FindMaxSinglePassPoolingSize(xnn_params.f32.argmaxpool); pool_size++) { |
| 161 | ArgmaxPoolingOperatorTester() |
| 162 | .batch_size(1) |
| 163 | .input_height(pool_size + 1) |
| 164 | .input_width(3) |
| 165 | .pooling_height(pool_size) |
| 166 | .pooling_width(1) |
| 167 | .channels(channels) |
| 168 | .qmin(192) |
| 169 | .TestF32(); |
| 170 | ArgmaxPoolingOperatorTester() |
| 171 | .batch_size(1) |
| 172 | .input_height(2) |
| 173 | .input_width(pool_size + 2) |
| 174 | .pooling_height(1) |
| 175 | .pooling_width(pool_size) |
| 176 | .channels(channels) |
| 177 | .qmin(192) |
| 178 | .TestF32(); |
| 179 | } |
| 180 | } |
| 181 | } |
| 182 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 183 | TEST(ARGMAX_POOLING_NHWC_F32, unit_batch_small_pool_with_qmax) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 184 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 185 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 186 | for (size_t pool_size = 2; pool_size <= FindMaxSinglePassPoolingSize(xnn_params.f32.argmaxpool); pool_size++) { |
| 187 | ArgmaxPoolingOperatorTester() |
| 188 | .batch_size(1) |
| 189 | .input_height(pool_size + 1) |
| 190 | .input_width(3) |
| 191 | .pooling_height(pool_size) |
| 192 | .pooling_width(1) |
| 193 | .channels(channels) |
| 194 | .qmax(192) |
| 195 | .TestF32(); |
| 196 | ArgmaxPoolingOperatorTester() |
| 197 | .batch_size(1) |
| 198 | .input_height(2) |
| 199 | .input_width(pool_size + 2) |
| 200 | .pooling_height(1) |
| 201 | .pooling_width(pool_size) |
| 202 | .channels(channels) |
| 203 | .qmax(192) |
| 204 | .TestF32(); |
| 205 | } |
| 206 | } |
| 207 | } |
| 208 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 209 | TEST(ARGMAX_POOLING_NHWC_F32, unit_batch_large_1xM_pool) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 210 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 211 | const auto multipass = FindMultiPassMicroKernel(xnn_params.f32.argmaxpool); |
| 212 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 213 | for (size_t pool_size = multipass.mr + 1; pool_size <= multipass.mr + multipass.qr; pool_size++) { |
| 214 | ArgmaxPoolingOperatorTester() |
| 215 | .batch_size(1) |
| 216 | .input_height(2) |
| 217 | .input_width(pool_size + 2) |
| 218 | .pooling_height(1) |
| 219 | .pooling_width(pool_size) |
| 220 | .channels(channels) |
| 221 | .TestF32(); |
| 222 | } |
| 223 | } |
| 224 | } |
| 225 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 226 | TEST(ARGMAX_POOLING_NHWC_F32, unit_batch_large_1xM_pool_with_padding) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 227 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 228 | const auto multipass = FindMultiPassMicroKernel(xnn_params.f32.argmaxpool); |
| 229 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 230 | for (size_t pool_size = multipass.mr + 1; pool_size <= multipass.mr + multipass.qr; pool_size++) { |
| 231 | for (size_t padding_left = 0; padding_left <= 1; padding_left++) { |
| 232 | for (size_t padding_right = 0; padding_right <= 1; padding_right++) { |
| 233 | ArgmaxPoolingOperatorTester() |
| 234 | .batch_size(1) |
| 235 | .input_height(2) |
| 236 | .input_width(pool_size + 2) |
| 237 | .padding_left(padding_left) |
| 238 | .padding_right(padding_right) |
| 239 | .pooling_height(1) |
| 240 | .pooling_width(pool_size) |
| 241 | .channels(channels) |
| 242 | .TestF32(); |
| 243 | } |
| 244 | } |
| 245 | } |
| 246 | } |
| 247 | } |
| 248 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 249 | TEST(ARGMAX_POOLING_NHWC_F32, unit_batch_large_Mx1_pool) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 250 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 251 | const auto multipass = FindMultiPassMicroKernel(xnn_params.f32.argmaxpool); |
| 252 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 253 | for (size_t pool_size = multipass.mr + 1; pool_size <= multipass.mr + multipass.qr; pool_size++) { |
| 254 | ArgmaxPoolingOperatorTester() |
| 255 | .batch_size(1) |
| 256 | .input_height(pool_size + 1) |
| 257 | .input_width(3) |
| 258 | .pooling_height(pool_size) |
| 259 | .pooling_width(1) |
| 260 | .channels(channels) |
| 261 | .TestF32(); |
| 262 | } |
| 263 | } |
| 264 | } |
| 265 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 266 | TEST(ARGMAX_POOLING_NHWC_F32, unit_batch_large_Mx1_pool_with_padding) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 267 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 268 | const auto multipass = FindMultiPassMicroKernel(xnn_params.f32.argmaxpool); |
| 269 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 270 | for (size_t pool_size = multipass.mr + 1; pool_size <= multipass.mr + multipass.qr; pool_size++) { |
| 271 | for (size_t padding_top = 0; padding_top <= 1; padding_top++) { |
| 272 | for (size_t padding_bottom = 0; padding_bottom <= 1; padding_bottom++) { |
| 273 | ArgmaxPoolingOperatorTester() |
| 274 | .batch_size(1) |
| 275 | .input_height(pool_size + 1) |
| 276 | .input_width(3) |
| 277 | .padding_top(padding_top) |
| 278 | .padding_bottom(padding_bottom) |
| 279 | .pooling_height(pool_size) |
| 280 | .pooling_width(1) |
| 281 | .channels(channels) |
| 282 | .TestF32(); |
| 283 | } |
| 284 | } |
| 285 | } |
| 286 | } |
| 287 | } |
| 288 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 289 | TEST(ARGMAX_POOLING_NHWC_F32, unit_batch_large_pool_with_input_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 290 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 291 | const auto multipass = FindMultiPassMicroKernel(xnn_params.f32.argmaxpool); |
| 292 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 293 | for (size_t pool_size = multipass.mr + 1; pool_size <= multipass.mr + multipass.qr; pool_size++) { |
| 294 | ArgmaxPoolingOperatorTester() |
| 295 | .batch_size(1) |
| 296 | .input_height(pool_size + 1) |
| 297 | .input_width(3) |
| 298 | .pooling_height(pool_size) |
| 299 | .pooling_width(1) |
| 300 | .channels(channels) |
| 301 | .input_pixel_stride(5 * channels) |
| 302 | .TestF32(); |
| 303 | ArgmaxPoolingOperatorTester() |
| 304 | .batch_size(1) |
| 305 | .input_height(2) |
| 306 | .input_width(pool_size + 2) |
| 307 | .pooling_height(1) |
| 308 | .pooling_width(pool_size) |
| 309 | .channels(channels) |
| 310 | .input_pixel_stride(5 * channels) |
| 311 | .TestF32(); |
| 312 | } |
| 313 | } |
| 314 | } |
| 315 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 316 | TEST(ARGMAX_POOLING_NHWC_F32, unit_batch_large_pool_with_output_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 317 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 318 | const auto multipass = FindMultiPassMicroKernel(xnn_params.f32.argmaxpool); |
| 319 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 320 | for (size_t pool_size = multipass.mr + 1; pool_size <= multipass.mr + multipass.qr; pool_size++) { |
| 321 | ArgmaxPoolingOperatorTester() |
| 322 | .batch_size(1) |
| 323 | .input_height(pool_size + 1) |
| 324 | .input_width(3) |
| 325 | .pooling_height(pool_size) |
| 326 | .pooling_width(1) |
| 327 | .channels(channels) |
| 328 | .output_pixel_stride(5 * channels) |
| 329 | .TestF32(); |
| 330 | ArgmaxPoolingOperatorTester() |
| 331 | .batch_size(1) |
| 332 | .input_height(2) |
| 333 | .input_width(pool_size + 2) |
| 334 | .pooling_height(1) |
| 335 | .pooling_width(pool_size) |
| 336 | .channels(channels) |
| 337 | .output_pixel_stride(5 * channels) |
| 338 | .TestF32(); |
| 339 | } |
| 340 | } |
| 341 | } |
| 342 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 343 | TEST(ARGMAX_POOLING_NHWC_F32, unit_batch_large_pool_with_qmin) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 344 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 345 | const auto multipass = FindMultiPassMicroKernel(xnn_params.f32.argmaxpool); |
| 346 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 347 | for (size_t pool_size = multipass.mr + 1; pool_size <= multipass.mr + multipass.qr; pool_size++) { |
| 348 | ArgmaxPoolingOperatorTester() |
| 349 | .batch_size(1) |
| 350 | .input_height(pool_size + 1) |
| 351 | .input_width(3) |
| 352 | .pooling_height(pool_size) |
| 353 | .pooling_width(1) |
| 354 | .channels(channels) |
| 355 | .qmin(192) |
| 356 | .TestF32(); |
| 357 | ArgmaxPoolingOperatorTester() |
| 358 | .batch_size(1) |
| 359 | .input_height(2) |
| 360 | .input_width(pool_size + 2) |
| 361 | .pooling_height(1) |
| 362 | .pooling_width(pool_size) |
| 363 | .channels(channels) |
| 364 | .qmin(192) |
| 365 | .TestF32(); |
| 366 | } |
| 367 | } |
| 368 | } |
| 369 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 370 | TEST(ARGMAX_POOLING_NHWC_F32, unit_batch_large_pool_with_qmax) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 371 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 372 | const auto multipass = FindMultiPassMicroKernel(xnn_params.f32.argmaxpool); |
| 373 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 374 | for (size_t pool_size = multipass.mr + 1; pool_size <= multipass.mr + multipass.qr; pool_size++) { |
| 375 | ArgmaxPoolingOperatorTester() |
| 376 | .batch_size(1) |
| 377 | .input_height(pool_size + 1) |
| 378 | .input_width(3) |
| 379 | .pooling_height(pool_size) |
| 380 | .pooling_width(1) |
| 381 | .channels(channels) |
| 382 | .qmax(192) |
| 383 | .TestF32(); |
| 384 | ArgmaxPoolingOperatorTester() |
| 385 | .batch_size(1) |
| 386 | .input_height(2) |
| 387 | .input_width(pool_size + 2) |
| 388 | .pooling_height(1) |
| 389 | .pooling_width(pool_size) |
| 390 | .channels(channels) |
| 391 | .qmax(192) |
| 392 | .TestF32(); |
| 393 | } |
| 394 | } |
| 395 | } |
| 396 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 397 | TEST(ARGMAX_POOLING_NHWC_F32, small_batch_small_pool) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 398 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 399 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 400 | for (size_t pool_size = 2; pool_size <= FindMaxSinglePassPoolingSize(xnn_params.f32.argmaxpool); pool_size++) { |
| 401 | ArgmaxPoolingOperatorTester() |
| 402 | .batch_size(3) |
| 403 | .input_height(pool_size + 1) |
| 404 | .input_width(3) |
| 405 | .pooling_height(pool_size) |
| 406 | .pooling_width(1) |
| 407 | .channels(channels) |
| 408 | .TestF32(); |
| 409 | ArgmaxPoolingOperatorTester() |
| 410 | .batch_size(3) |
| 411 | .input_height(2) |
| 412 | .input_width(pool_size + 2) |
| 413 | .pooling_height(1) |
| 414 | .pooling_width(pool_size) |
| 415 | .channels(channels) |
| 416 | .TestF32(); |
| 417 | } |
| 418 | } |
| 419 | } |
| 420 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 421 | TEST(ARGMAX_POOLING_NHWC_F32, small_batch_small_pool_with_input_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 422 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 423 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 424 | for (size_t pool_size = 2; pool_size <= FindMaxSinglePassPoolingSize(xnn_params.f32.argmaxpool); pool_size++) { |
| 425 | ArgmaxPoolingOperatorTester() |
| 426 | .batch_size(3) |
| 427 | .input_height(pool_size + 1) |
| 428 | .input_width(3) |
| 429 | .pooling_height(pool_size) |
| 430 | .pooling_width(1) |
| 431 | .channels(channels) |
| 432 | .input_pixel_stride(5 * channels) |
| 433 | .TestF32(); |
| 434 | ArgmaxPoolingOperatorTester() |
| 435 | .batch_size(3) |
| 436 | .input_height(2) |
| 437 | .input_width(pool_size + 2) |
| 438 | .pooling_height(1) |
| 439 | .pooling_width(pool_size) |
| 440 | .channels(channels) |
| 441 | .input_pixel_stride(5 * channels) |
| 442 | .TestF32(); |
| 443 | } |
| 444 | } |
| 445 | } |
| 446 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 447 | TEST(ARGMAX_POOLING_NHWC_F32, small_batch_small_pool_with_output_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 448 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 449 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 450 | for (size_t pool_size = 2; pool_size <= FindMaxSinglePassPoolingSize(xnn_params.f32.argmaxpool); pool_size++) { |
| 451 | ArgmaxPoolingOperatorTester() |
| 452 | .batch_size(3) |
| 453 | .input_height(pool_size + 1) |
| 454 | .input_width(3) |
| 455 | .pooling_height(pool_size) |
| 456 | .pooling_width(1) |
| 457 | .channels(channels) |
| 458 | .output_pixel_stride(5 * channels) |
| 459 | .TestF32(); |
| 460 | ArgmaxPoolingOperatorTester() |
| 461 | .batch_size(3) |
| 462 | .input_height(2) |
| 463 | .input_width(pool_size + 2) |
| 464 | .pooling_height(1) |
| 465 | .pooling_width(pool_size) |
| 466 | .channels(channels) |
| 467 | .output_pixel_stride(5 * channels) |
| 468 | .TestF32(); |
| 469 | } |
| 470 | } |
| 471 | } |
| 472 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 473 | TEST(ARGMAX_POOLING_NHWC_F32, small_batch_large_pool) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 474 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 475 | const auto multipass = FindMultiPassMicroKernel(xnn_params.f32.argmaxpool); |
| 476 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 477 | for (size_t pool_size = multipass.mr + 1; pool_size <= multipass.mr + multipass.qr; pool_size++) { |
| 478 | ArgmaxPoolingOperatorTester() |
| 479 | .batch_size(3) |
| 480 | .input_height(pool_size + 1) |
| 481 | .input_width(3) |
| 482 | .pooling_height(pool_size) |
| 483 | .pooling_width(1) |
| 484 | .channels(channels) |
| 485 | .TestF32(); |
| 486 | ArgmaxPoolingOperatorTester() |
| 487 | .batch_size(3) |
| 488 | .input_height(2) |
| 489 | .input_width(pool_size + 2) |
| 490 | .pooling_height(1) |
| 491 | .pooling_width(pool_size) |
| 492 | .channels(channels) |
| 493 | .TestF32(); |
| 494 | } |
| 495 | } |
| 496 | } |
| 497 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 498 | TEST(ARGMAX_POOLING_NHWC_F32, small_batch_large_pool_with_input_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 499 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 500 | const auto multipass = FindMultiPassMicroKernel(xnn_params.f32.argmaxpool); |
| 501 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 502 | for (size_t pool_size = multipass.mr + 1; pool_size <= multipass.mr + multipass.qr; pool_size++) { |
| 503 | ArgmaxPoolingOperatorTester() |
| 504 | .batch_size(3) |
| 505 | .input_height(pool_size + 1) |
| 506 | .input_width(3) |
| 507 | .pooling_height(pool_size) |
| 508 | .pooling_width(1) |
| 509 | .channels(channels) |
| 510 | .input_pixel_stride(5 * channels) |
| 511 | .TestF32(); |
| 512 | ArgmaxPoolingOperatorTester() |
| 513 | .batch_size(3) |
| 514 | .input_height(2) |
| 515 | .input_width(pool_size + 2) |
| 516 | .pooling_height(1) |
| 517 | .pooling_width(pool_size) |
| 518 | .channels(channels) |
| 519 | .input_pixel_stride(5 * channels) |
| 520 | .TestF32(); |
| 521 | } |
| 522 | } |
| 523 | } |
| 524 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 525 | TEST(ARGMAX_POOLING_NHWC_F32, small_batch_large_pool_with_output_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 526 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 527 | const auto multipass = FindMultiPassMicroKernel(xnn_params.f32.argmaxpool); |
| 528 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 529 | for (size_t pool_size = multipass.mr + 1; pool_size <= multipass.mr + multipass.qr; pool_size++) { |
| 530 | ArgmaxPoolingOperatorTester() |
| 531 | .batch_size(3) |
| 532 | .input_height(pool_size + 1) |
| 533 | .input_width(3) |
| 534 | .pooling_height(pool_size) |
| 535 | .pooling_width(1) |
| 536 | .channels(channels) |
| 537 | .output_pixel_stride(5 * channels) |
| 538 | .TestF32(); |
| 539 | ArgmaxPoolingOperatorTester() |
| 540 | .batch_size(3) |
| 541 | .input_height(2) |
| 542 | .input_width(pool_size + 2) |
| 543 | .pooling_height(1) |
| 544 | .pooling_width(pool_size) |
| 545 | .channels(channels) |
| 546 | .output_pixel_stride(5 * channels) |
| 547 | .TestF32(); |
| 548 | } |
| 549 | } |
| 550 | } |
| 551 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 552 | TEST(ARGMAX_POOLING_NHWC_F32, setup_increasing_batch) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 553 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 554 | ArgmaxPoolingOperatorTester() |
| 555 | .batch_size(3) |
| 556 | .next_batch_size(5) |
| 557 | .input_height(8) |
| 558 | .input_width(8) |
| 559 | .pooling_height(5) |
| 560 | .pooling_width(3) |
| 561 | .channels(24) |
| 562 | .TestSetupF32(); |
| 563 | } |
| 564 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 565 | TEST(ARGMAX_POOLING_NHWC_F32, setup_decreasing_batch) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 566 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 567 | ArgmaxPoolingOperatorTester() |
| 568 | .batch_size(5) |
| 569 | .next_batch_size(3) |
| 570 | .input_height(8) |
| 571 | .input_width(8) |
| 572 | .pooling_height(5) |
| 573 | .pooling_width(3) |
| 574 | .channels(24) |
| 575 | .TestSetupF32(); |
| 576 | } |
| 577 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 578 | TEST(ARGMAX_POOLING_NHWC_F32, setup_changing_height) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 579 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 580 | ArgmaxPoolingOperatorTester() |
| 581 | .batch_size(3) |
| 582 | .input_height(8) |
| 583 | .input_width(8) |
| 584 | .next_input_height(9) |
| 585 | .pooling_height(5) |
| 586 | .pooling_width(3) |
| 587 | .channels(24) |
| 588 | .TestSetupF32(); |
| 589 | ArgmaxPoolingOperatorTester() |
| 590 | .batch_size(3) |
| 591 | .input_height(8) |
| 592 | .input_width(8) |
| 593 | .next_input_height(7) |
| 594 | .pooling_height(5) |
| 595 | .pooling_width(3) |
| 596 | .channels(24) |
| 597 | .TestSetupF32(); |
| 598 | } |
| 599 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 600 | TEST(ARGMAX_POOLING_NHWC_F32, setup_changing_width) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 601 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 602 | ArgmaxPoolingOperatorTester() |
| 603 | .batch_size(3) |
| 604 | .input_height(8) |
| 605 | .input_width(8) |
| 606 | .next_input_width(9) |
| 607 | .pooling_height(5) |
| 608 | .pooling_width(3) |
| 609 | .channels(24) |
| 610 | .TestSetupF32(); |
| 611 | ArgmaxPoolingOperatorTester() |
| 612 | .batch_size(3) |
| 613 | .input_height(8) |
| 614 | .input_width(8) |
| 615 | .next_input_width(7) |
| 616 | .pooling_height(5) |
| 617 | .pooling_width(3) |
| 618 | .channels(24) |
| 619 | .TestSetupF32(); |
| 620 | } |
| 621 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 622 | TEST(ARGMAX_POOLING_NHWC_F32, setup_swap_height_and_width) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 623 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 624 | ArgmaxPoolingOperatorTester() |
| 625 | .batch_size(3) |
| 626 | .input_height(9) |
| 627 | .input_width(8) |
| 628 | .next_input_height(8) |
| 629 | .next_input_width(9) |
| 630 | .pooling_height(5) |
| 631 | .pooling_width(3) |
| 632 | .channels(24) |
| 633 | .TestSetupF32(); |
| 634 | } |