| Marat Dukhan | 5de7bc0 | 2021-09-09 19:04:01 -0700 | [diff] [blame] | 1 | // Copyright 2021 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 "tanh-operator-tester.h" |
| 9 | |
| 10 | |
| 11 | TEST(TANH_NC_QS8, unit_batch) { |
| 12 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 13 | TanhOperatorTester() |
| 14 | .batch_size(1) |
| 15 | .channels(channels) |
| 16 | .iterations(3) |
| 17 | .TestQS8(); |
| 18 | } |
| 19 | } |
| 20 | |
| 21 | TEST(TANH_NC_QS8, unit_batch_with_qmin) { |
| 22 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 23 | TanhOperatorTester() |
| 24 | .batch_size(1) |
| 25 | .channels(channels) |
| 26 | .qmin(128) |
| 27 | .iterations(3) |
| 28 | .TestQS8(); |
| 29 | } |
| 30 | } |
| 31 | |
| 32 | TEST(TANH_NC_QS8, unit_batch_with_qmax) { |
| 33 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 34 | TanhOperatorTester() |
| 35 | .batch_size(1) |
| 36 | .channels(channels) |
| 37 | .qmax(128) |
| 38 | .iterations(3) |
| 39 | .TestQS8(); |
| 40 | } |
| 41 | } |
| 42 | |
| 43 | TEST(TANH_NC_QS8, unit_batch_with_input_scale) { |
| 44 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 45 | for (float input_scale = 1.0e-2f; input_scale < 1.0e+2f; input_scale *= 10.0f) { |
| 46 | TanhOperatorTester() |
| 47 | .batch_size(1) |
| 48 | .channels(channels) |
| 49 | .input_scale(input_scale) |
| 50 | .iterations(1) |
| 51 | .TestQS8(); |
| 52 | } |
| 53 | } |
| 54 | } |
| 55 | |
| 56 | TEST(TANH_NC_QS8, unit_batch_with_input_zero_point) { |
| 57 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 58 | for (int32_t input_zero_point = 0; input_zero_point <= 255; input_zero_point += 51) { |
| 59 | TanhOperatorTester() |
| 60 | .batch_size(1) |
| 61 | .channels(channels) |
| 62 | .input_zero_point(uint8_t(input_zero_point)) |
| 63 | .iterations(1) |
| 64 | .TestQS8(); |
| 65 | } |
| 66 | } |
| 67 | } |
| 68 | |
| 69 | TEST(TANH_NC_QS8, small_batch) { |
| 70 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 71 | TanhOperatorTester() |
| 72 | .batch_size(3) |
| 73 | .channels(channels) |
| 74 | .iterations(3) |
| 75 | .TestQS8(); |
| 76 | } |
| 77 | } |
| 78 | |
| 79 | TEST(TANH_NC_QS8, small_batch_with_input_stride) { |
| 80 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 81 | TanhOperatorTester() |
| 82 | .batch_size(3) |
| 83 | .channels(channels) |
| 84 | .input_stride(129) |
| 85 | .iterations(3) |
| 86 | .TestQS8(); |
| 87 | } |
| 88 | } |
| 89 | |
| 90 | TEST(TANH_NC_QS8, small_batch_with_output_stride) { |
| 91 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 92 | TanhOperatorTester() |
| 93 | .batch_size(3) |
| 94 | .channels(channels) |
| 95 | .output_stride(117) |
| 96 | .iterations(3) |
| 97 | .TestQS8(); |
| 98 | } |
| 99 | } |
| 100 | |
| 101 | TEST(TANH_NC_QS8, small_batch_with_qmin) { |
| 102 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 103 | TanhOperatorTester() |
| 104 | .batch_size(3) |
| 105 | .channels(channels) |
| 106 | .qmin(128) |
| 107 | .iterations(3) |
| 108 | .TestQS8(); |
| 109 | } |
| 110 | } |
| 111 | |
| 112 | TEST(TANH_NC_QS8, small_batch_with_qmax) { |
| 113 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 114 | TanhOperatorTester() |
| 115 | .batch_size(3) |
| 116 | .channels(channels) |
| 117 | .qmax(128) |
| 118 | .iterations(3) |
| 119 | .TestQS8(); |
| 120 | } |
| 121 | } |
| 122 | |
| 123 | TEST(TANH_NC_QS8, small_batch_with_input_scale) { |
| 124 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 125 | for (float input_scale = 1.0e-2f; input_scale < 1.0e+2f; input_scale *= 10.0f) { |
| 126 | TanhOperatorTester() |
| 127 | .batch_size(3) |
| 128 | .channels(channels) |
| 129 | .input_scale(input_scale) |
| 130 | .iterations(1) |
| 131 | .TestQS8(); |
| 132 | } |
| 133 | } |
| 134 | } |
| 135 | |
| 136 | TEST(TANH_NC_QS8, small_batch_with_input_zero_point) { |
| 137 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 138 | for (int32_t input_zero_point = 0; input_zero_point <= 255; input_zero_point += 51) { |
| 139 | TanhOperatorTester() |
| 140 | .batch_size(3) |
| 141 | .channels(channels) |
| 142 | .input_zero_point(uint8_t(input_zero_point)) |
| 143 | .iterations(1) |
| 144 | .TestQS8(); |
| 145 | } |
| 146 | } |
| 147 | } |
| 148 | |
| 149 | TEST(TANH_NC_QS8, strided_batch) { |
| 150 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 151 | TanhOperatorTester() |
| 152 | .batch_size(3) |
| 153 | .channels(channels) |
| 154 | .input_stride(129) |
| 155 | .output_stride(117) |
| 156 | .iterations(3) |
| 157 | .TestQS8(); |
| 158 | } |
| 159 | } |
| 160 | |
| 161 | TEST(TANH_NC_QS8, strided_batch_with_qmin) { |
| 162 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 163 | TanhOperatorTester() |
| 164 | .batch_size(3) |
| 165 | .channels(channels) |
| 166 | .input_stride(129) |
| 167 | .output_stride(117) |
| 168 | .qmin(128) |
| 169 | .iterations(3) |
| 170 | .TestQS8(); |
| 171 | } |
| 172 | } |
| 173 | |
| 174 | TEST(TANH_NC_QS8, strided_batch_with_qmax) { |
| 175 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 176 | TanhOperatorTester() |
| 177 | .batch_size(3) |
| 178 | .channels(channels) |
| 179 | .input_stride(129) |
| 180 | .output_stride(117) |
| 181 | .qmax(128) |
| 182 | .iterations(3) |
| 183 | .TestQS8(); |
| 184 | } |
| 185 | } |
| 186 | |
| 187 | TEST(TANH_NC_QS8, strided_batch_with_input_scale) { |
| 188 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 189 | for (float input_scale = 1.0e-2f; input_scale < 1.0e+2f; input_scale *= 10.0f) { |
| 190 | TanhOperatorTester() |
| 191 | .batch_size(3) |
| 192 | .channels(channels) |
| 193 | .input_stride(129) |
| 194 | .output_stride(117) |
| 195 | .input_scale(input_scale) |
| 196 | .iterations(1) |
| 197 | .TestQS8(); |
| 198 | } |
| 199 | } |
| 200 | } |
| 201 | |
| 202 | TEST(TANH_NC_QS8, strided_batch_with_input_zero_point) { |
| 203 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 204 | for (int32_t input_zero_point = 0; input_zero_point <= 255; input_zero_point += 51) { |
| 205 | TanhOperatorTester() |
| 206 | .batch_size(3) |
| 207 | .channels(channels) |
| 208 | .input_stride(129) |
| 209 | .output_stride(117) |
| 210 | .input_zero_point(uint8_t(input_zero_point)) |
| 211 | .iterations(1) |
| 212 | .TestQS8(); |
| 213 | } |
| 214 | } |
| 215 | } |
| 216 | |
| 217 | TEST(TANH_NC_QU8, unit_batch) { |
| 218 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 219 | TanhOperatorTester() |
| 220 | .batch_size(1) |
| 221 | .channels(channels) |
| 222 | .iterations(3) |
| 223 | .TestQU8(); |
| 224 | } |
| 225 | } |
| 226 | |
| 227 | TEST(TANH_NC_QU8, unit_batch_with_qmin) { |
| 228 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 229 | TanhOperatorTester() |
| 230 | .batch_size(1) |
| 231 | .channels(channels) |
| 232 | .qmin(128) |
| 233 | .iterations(3) |
| 234 | .TestQU8(); |
| 235 | } |
| 236 | } |
| 237 | |
| 238 | TEST(TANH_NC_QU8, unit_batch_with_qmax) { |
| 239 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 240 | TanhOperatorTester() |
| 241 | .batch_size(1) |
| 242 | .channels(channels) |
| 243 | .qmax(128) |
| 244 | .iterations(3) |
| 245 | .TestQU8(); |
| 246 | } |
| 247 | } |
| 248 | |
| 249 | TEST(TANH_NC_QU8, unit_batch_with_input_scale) { |
| 250 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 251 | for (float input_scale = 1.0e-2f; input_scale < 1.0e+2f; input_scale *= 10.0f) { |
| 252 | TanhOperatorTester() |
| 253 | .batch_size(1) |
| 254 | .channels(channels) |
| 255 | .input_scale(input_scale) |
| 256 | .iterations(1) |
| 257 | .TestQU8(); |
| 258 | } |
| 259 | } |
| 260 | } |
| 261 | |
| 262 | TEST(TANH_NC_QU8, unit_batch_with_input_zero_point) { |
| 263 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 264 | for (int32_t input_zero_point = 0; input_zero_point <= 255; input_zero_point += 51) { |
| 265 | TanhOperatorTester() |
| 266 | .batch_size(1) |
| 267 | .channels(channels) |
| 268 | .input_zero_point(uint8_t(input_zero_point)) |
| 269 | .iterations(1) |
| 270 | .TestQU8(); |
| 271 | } |
| 272 | } |
| 273 | } |
| 274 | |
| 275 | TEST(TANH_NC_QU8, small_batch) { |
| 276 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 277 | TanhOperatorTester() |
| 278 | .batch_size(3) |
| 279 | .channels(channels) |
| 280 | .iterations(3) |
| 281 | .TestQU8(); |
| 282 | } |
| 283 | } |
| 284 | |
| 285 | TEST(TANH_NC_QU8, small_batch_with_input_stride) { |
| 286 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 287 | TanhOperatorTester() |
| 288 | .batch_size(3) |
| 289 | .channels(channels) |
| 290 | .input_stride(129) |
| 291 | .iterations(3) |
| 292 | .TestQU8(); |
| 293 | } |
| 294 | } |
| 295 | |
| 296 | TEST(TANH_NC_QU8, small_batch_with_output_stride) { |
| 297 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 298 | TanhOperatorTester() |
| 299 | .batch_size(3) |
| 300 | .channels(channels) |
| 301 | .output_stride(117) |
| 302 | .iterations(3) |
| 303 | .TestQU8(); |
| 304 | } |
| 305 | } |
| 306 | |
| 307 | TEST(TANH_NC_QU8, small_batch_with_qmin) { |
| 308 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 309 | TanhOperatorTester() |
| 310 | .batch_size(3) |
| 311 | .channels(channels) |
| 312 | .qmin(128) |
| 313 | .iterations(3) |
| 314 | .TestQU8(); |
| 315 | } |
| 316 | } |
| 317 | |
| 318 | TEST(TANH_NC_QU8, small_batch_with_qmax) { |
| 319 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 320 | TanhOperatorTester() |
| 321 | .batch_size(3) |
| 322 | .channels(channels) |
| 323 | .qmax(128) |
| 324 | .iterations(3) |
| 325 | .TestQU8(); |
| 326 | } |
| 327 | } |
| 328 | |
| 329 | TEST(TANH_NC_QU8, small_batch_with_input_scale) { |
| 330 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 331 | for (float input_scale = 1.0e-2f; input_scale < 1.0e+2f; input_scale *= 10.0f) { |
| 332 | TanhOperatorTester() |
| 333 | .batch_size(3) |
| 334 | .channels(channels) |
| 335 | .input_scale(input_scale) |
| 336 | .iterations(1) |
| 337 | .TestQU8(); |
| 338 | } |
| 339 | } |
| 340 | } |
| 341 | |
| 342 | TEST(TANH_NC_QU8, small_batch_with_input_zero_point) { |
| 343 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 344 | for (int32_t input_zero_point = 0; input_zero_point <= 255; input_zero_point += 51) { |
| 345 | TanhOperatorTester() |
| 346 | .batch_size(3) |
| 347 | .channels(channels) |
| 348 | .input_zero_point(uint8_t(input_zero_point)) |
| 349 | .iterations(1) |
| 350 | .TestQU8(); |
| 351 | } |
| 352 | } |
| 353 | } |
| 354 | |
| 355 | TEST(TANH_NC_QU8, strided_batch) { |
| 356 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 357 | TanhOperatorTester() |
| 358 | .batch_size(3) |
| 359 | .channels(channels) |
| 360 | .input_stride(129) |
| 361 | .output_stride(117) |
| 362 | .iterations(3) |
| 363 | .TestQU8(); |
| 364 | } |
| 365 | } |
| 366 | |
| 367 | TEST(TANH_NC_QU8, strided_batch_with_qmin) { |
| 368 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 369 | TanhOperatorTester() |
| 370 | .batch_size(3) |
| 371 | .channels(channels) |
| 372 | .input_stride(129) |
| 373 | .output_stride(117) |
| 374 | .qmin(128) |
| 375 | .iterations(3) |
| 376 | .TestQU8(); |
| 377 | } |
| 378 | } |
| 379 | |
| 380 | TEST(TANH_NC_QU8, strided_batch_with_qmax) { |
| 381 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 382 | TanhOperatorTester() |
| 383 | .batch_size(3) |
| 384 | .channels(channels) |
| 385 | .input_stride(129) |
| 386 | .output_stride(117) |
| 387 | .qmax(128) |
| 388 | .iterations(3) |
| 389 | .TestQU8(); |
| 390 | } |
| 391 | } |
| 392 | |
| 393 | TEST(TANH_NC_QU8, strided_batch_with_input_scale) { |
| 394 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 395 | for (float input_scale = 1.0e-2f; input_scale < 1.0e+2f; input_scale *= 10.0f) { |
| 396 | TanhOperatorTester() |
| 397 | .batch_size(3) |
| 398 | .channels(channels) |
| 399 | .input_stride(129) |
| 400 | .output_stride(117) |
| 401 | .input_scale(input_scale) |
| 402 | .iterations(1) |
| 403 | .TestQU8(); |
| 404 | } |
| 405 | } |
| 406 | } |
| 407 | |
| 408 | TEST(TANH_NC_QU8, strided_batch_with_input_zero_point) { |
| 409 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 410 | for (int32_t input_zero_point = 0; input_zero_point <= 255; input_zero_point += 51) { |
| 411 | TanhOperatorTester() |
| 412 | .batch_size(3) |
| 413 | .channels(channels) |
| 414 | .input_stride(129) |
| 415 | .output_stride(117) |
| 416 | .input_zero_point(uint8_t(input_zero_point)) |
| 417 | .iterations(1) |
| 418 | .TestQU8(); |
| 419 | } |
| 420 | } |
| 421 | } |