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 "fully-connected-operator-tester.h" |
| 12 | |
| 13 | |
Marat Dukhan | d23cb6e | 2021-04-01 01:18:58 -0700 | [diff] [blame] | 14 | TEST(FULLY_CONNECTED_NC_QS8, unit_batch) { |
| 15 | FullyConnectedOperatorTester() |
| 16 | .batch_size(1) |
| 17 | .input_channels(23) |
| 18 | .output_channels(19) |
| 19 | .iterations(3) |
| 20 | .TestQS8(); |
| 21 | } |
| 22 | |
| 23 | TEST(FULLY_CONNECTED_NC_QS8, unit_batch_with_qmin) { |
| 24 | FullyConnectedOperatorTester() |
| 25 | .batch_size(1) |
| 26 | .input_channels(23) |
| 27 | .output_channels(19) |
| 28 | .qmin(128) |
| 29 | .iterations(3) |
| 30 | .TestQS8(); |
| 31 | } |
| 32 | |
| 33 | TEST(FULLY_CONNECTED_NC_QS8, unit_batch_with_qmax) { |
| 34 | FullyConnectedOperatorTester() |
| 35 | .batch_size(1) |
| 36 | .input_channels(23) |
| 37 | .output_channels(19) |
| 38 | .qmax(128) |
| 39 | .iterations(3) |
| 40 | .TestQS8(); |
| 41 | } |
| 42 | |
| 43 | TEST(FULLY_CONNECTED_NC_QS8, unit_batch_with_input_stride) { |
| 44 | FullyConnectedOperatorTester() |
| 45 | .batch_size(1) |
| 46 | .input_channels(23) |
| 47 | .input_stride(28) |
| 48 | .output_channels(19) |
| 49 | .iterations(3) |
| 50 | .TestQS8(); |
| 51 | } |
| 52 | |
| 53 | TEST(FULLY_CONNECTED_NC_QS8, unit_batch_with_output_stride) { |
| 54 | FullyConnectedOperatorTester() |
| 55 | .batch_size(1) |
| 56 | .input_channels(23) |
| 57 | .output_channels(19) |
| 58 | .output_stride(29) |
| 59 | .iterations(3) |
| 60 | .TestQS8(); |
| 61 | } |
| 62 | |
| 63 | TEST(FULLY_CONNECTED_NC_QS8, unit_batch_transpose_weights) { |
| 64 | FullyConnectedOperatorTester() |
| 65 | .transpose_weights(true) |
| 66 | .batch_size(1) |
| 67 | .input_channels(23) |
| 68 | .output_channels(19) |
| 69 | .iterations(3) |
| 70 | .TestQS8(); |
| 71 | } |
| 72 | |
| 73 | TEST(FULLY_CONNECTED_NC_QS8, unit_batch_without_bias) { |
| 74 | FullyConnectedOperatorTester() |
| 75 | .has_bias(false) |
| 76 | .batch_size(1) |
| 77 | .input_channels(23) |
| 78 | .output_channels(19) |
| 79 | .iterations(3) |
| 80 | .TestQS8(); |
| 81 | } |
| 82 | |
| 83 | TEST(FULLY_CONNECTED_NC_QS8, small_batch) { |
| 84 | FullyConnectedOperatorTester() |
| 85 | .batch_size(12) |
| 86 | .input_channels(23) |
| 87 | .output_channels(19) |
| 88 | .iterations(3) |
| 89 | .TestQS8(); |
| 90 | } |
| 91 | |
| 92 | TEST(FULLY_CONNECTED_NC_QS8, small_batch_with_qmin) { |
| 93 | FullyConnectedOperatorTester() |
| 94 | .batch_size(12) |
| 95 | .input_channels(23) |
| 96 | .output_channels(19) |
| 97 | .qmin(128) |
| 98 | .iterations(3) |
| 99 | .TestQS8(); |
| 100 | } |
| 101 | |
| 102 | TEST(FULLY_CONNECTED_NC_QS8, small_batch_with_qmax) { |
| 103 | FullyConnectedOperatorTester() |
| 104 | .batch_size(12) |
| 105 | .input_channels(23) |
| 106 | .output_channels(19) |
| 107 | .qmax(128) |
| 108 | .iterations(3) |
| 109 | .TestQS8(); |
| 110 | } |
| 111 | |
| 112 | TEST(FULLY_CONNECTED_NC_QS8, small_batch_with_input_stride) { |
| 113 | FullyConnectedOperatorTester() |
| 114 | .batch_size(12) |
| 115 | .input_channels(23) |
| 116 | .input_stride(28) |
| 117 | .output_channels(19) |
| 118 | .iterations(3) |
| 119 | .TestQS8(); |
| 120 | } |
| 121 | |
| 122 | TEST(FULLY_CONNECTED_NC_QS8, small_batch_with_output_stride) { |
| 123 | FullyConnectedOperatorTester() |
| 124 | .batch_size(12) |
| 125 | .input_channels(23) |
| 126 | .output_channels(19) |
| 127 | .output_stride(29) |
| 128 | .iterations(3) |
| 129 | .TestQS8(); |
| 130 | } |
| 131 | |
| 132 | TEST(FULLY_CONNECTED_NC_QS8, small_batch_transpose_weights) { |
| 133 | FullyConnectedOperatorTester() |
| 134 | .transpose_weights(true) |
| 135 | .batch_size(12) |
| 136 | .input_channels(23) |
| 137 | .output_channels(19) |
| 138 | .iterations(3) |
| 139 | .TestQS8(); |
| 140 | } |
| 141 | |
| 142 | TEST(FULLY_CONNECTED_NC_QS8, small_batch_without_bias) { |
| 143 | FullyConnectedOperatorTester() |
| 144 | .has_bias(false) |
| 145 | .batch_size(12) |
| 146 | .input_channels(23) |
| 147 | .output_channels(19) |
| 148 | .iterations(3) |
| 149 | .TestQS8(); |
| 150 | } |
| 151 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 152 | TEST(FULLY_CONNECTED_NC_QU8, unit_batch) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 153 | FullyConnectedOperatorTester() |
| 154 | .batch_size(1) |
| 155 | .input_channels(23) |
| 156 | .output_channels(19) |
| 157 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 158 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 159 | } |
| 160 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 161 | TEST(FULLY_CONNECTED_NC_QU8, unit_batch_with_qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 162 | FullyConnectedOperatorTester() |
| 163 | .batch_size(1) |
| 164 | .input_channels(23) |
| 165 | .output_channels(19) |
| 166 | .qmin(128) |
| 167 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 168 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 169 | } |
| 170 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 171 | TEST(FULLY_CONNECTED_NC_QU8, unit_batch_with_qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 172 | FullyConnectedOperatorTester() |
| 173 | .batch_size(1) |
| 174 | .input_channels(23) |
| 175 | .output_channels(19) |
| 176 | .qmax(128) |
| 177 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 178 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 179 | } |
| 180 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 181 | TEST(FULLY_CONNECTED_NC_QU8, unit_batch_with_input_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 182 | FullyConnectedOperatorTester() |
| 183 | .batch_size(1) |
| 184 | .input_channels(23) |
| 185 | .input_stride(28) |
| 186 | .output_channels(19) |
| 187 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 188 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 189 | } |
| 190 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 191 | TEST(FULLY_CONNECTED_NC_QU8, unit_batch_with_output_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 192 | FullyConnectedOperatorTester() |
| 193 | .batch_size(1) |
| 194 | .input_channels(23) |
| 195 | .output_channels(19) |
| 196 | .output_stride(29) |
| 197 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 198 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 199 | } |
| 200 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 201 | TEST(FULLY_CONNECTED_NC_QU8, unit_batch_transpose_weights) { |
Marat Dukhan | c4f0ff9 | 2019-12-03 14:59:08 -0800 | [diff] [blame] | 202 | FullyConnectedOperatorTester() |
| 203 | .transpose_weights(true) |
| 204 | .batch_size(1) |
| 205 | .input_channels(23) |
| 206 | .output_channels(19) |
| 207 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 208 | .TestQU8(); |
Marat Dukhan | c4f0ff9 | 2019-12-03 14:59:08 -0800 | [diff] [blame] | 209 | } |
| 210 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 211 | TEST(FULLY_CONNECTED_NC_QU8, unit_batch_without_bias) { |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 212 | FullyConnectedOperatorTester() |
| 213 | .has_bias(false) |
| 214 | .batch_size(1) |
| 215 | .input_channels(23) |
| 216 | .output_channels(19) |
| 217 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 218 | .TestQU8(); |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 219 | } |
| 220 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 221 | TEST(FULLY_CONNECTED_NC_QU8, small_batch) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 222 | FullyConnectedOperatorTester() |
| 223 | .batch_size(12) |
| 224 | .input_channels(23) |
| 225 | .output_channels(19) |
| 226 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 227 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 228 | } |
| 229 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 230 | TEST(FULLY_CONNECTED_NC_QU8, small_batch_with_qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 231 | FullyConnectedOperatorTester() |
| 232 | .batch_size(12) |
| 233 | .input_channels(23) |
| 234 | .output_channels(19) |
| 235 | .qmin(128) |
| 236 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 237 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 238 | } |
| 239 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 240 | TEST(FULLY_CONNECTED_NC_QU8, small_batch_with_qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 241 | FullyConnectedOperatorTester() |
| 242 | .batch_size(12) |
| 243 | .input_channels(23) |
| 244 | .output_channels(19) |
| 245 | .qmax(128) |
| 246 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 247 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 248 | } |
| 249 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 250 | TEST(FULLY_CONNECTED_NC_QU8, small_batch_with_input_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 251 | FullyConnectedOperatorTester() |
| 252 | .batch_size(12) |
| 253 | .input_channels(23) |
| 254 | .input_stride(28) |
| 255 | .output_channels(19) |
| 256 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 257 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 258 | } |
| 259 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 260 | TEST(FULLY_CONNECTED_NC_QU8, small_batch_with_output_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 261 | FullyConnectedOperatorTester() |
| 262 | .batch_size(12) |
| 263 | .input_channels(23) |
| 264 | .output_channels(19) |
| 265 | .output_stride(29) |
| 266 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 267 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 268 | } |
| 269 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 270 | TEST(FULLY_CONNECTED_NC_QU8, small_batch_transpose_weights) { |
Marat Dukhan | c4f0ff9 | 2019-12-03 14:59:08 -0800 | [diff] [blame] | 271 | FullyConnectedOperatorTester() |
| 272 | .transpose_weights(true) |
| 273 | .batch_size(12) |
| 274 | .input_channels(23) |
| 275 | .output_channels(19) |
| 276 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 277 | .TestQU8(); |
Marat Dukhan | c4f0ff9 | 2019-12-03 14:59:08 -0800 | [diff] [blame] | 278 | } |
| 279 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 280 | TEST(FULLY_CONNECTED_NC_QU8, small_batch_without_bias) { |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 281 | FullyConnectedOperatorTester() |
| 282 | .has_bias(false) |
| 283 | .batch_size(12) |
| 284 | .input_channels(23) |
| 285 | .output_channels(19) |
| 286 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 287 | .TestQU8(); |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 288 | } |
| 289 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 290 | TEST(FULLY_CONNECTED_NC_F32, unit_batch) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 291 | FullyConnectedOperatorTester() |
| 292 | .batch_size(1) |
| 293 | .input_channels(23) |
| 294 | .output_channels(19) |
| 295 | .iterations(3) |
| 296 | .TestF32(); |
| 297 | } |
| 298 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 299 | TEST(FULLY_CONNECTED_NC_F32, unit_batch_with_qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 300 | FullyConnectedOperatorTester() |
| 301 | .batch_size(1) |
| 302 | .input_channels(23) |
| 303 | .output_channels(19) |
| 304 | .qmin(128) |
| 305 | .iterations(3) |
| 306 | .TestF32(); |
| 307 | } |
| 308 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 309 | TEST(FULLY_CONNECTED_NC_F32, unit_batch_with_qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 310 | FullyConnectedOperatorTester() |
| 311 | .batch_size(1) |
| 312 | .input_channels(23) |
| 313 | .output_channels(19) |
| 314 | .qmax(128) |
| 315 | .iterations(3) |
| 316 | .TestF32(); |
| 317 | } |
| 318 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 319 | TEST(FULLY_CONNECTED_NC_F32, unit_batch_with_input_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 320 | FullyConnectedOperatorTester() |
| 321 | .batch_size(1) |
| 322 | .input_channels(23) |
| 323 | .input_stride(28) |
| 324 | .output_channels(19) |
| 325 | .iterations(3) |
| 326 | .TestF32(); |
| 327 | } |
| 328 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 329 | TEST(FULLY_CONNECTED_NC_F32, unit_batch_with_output_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 330 | FullyConnectedOperatorTester() |
| 331 | .batch_size(1) |
| 332 | .input_channels(23) |
| 333 | .output_channels(19) |
| 334 | .output_stride(29) |
| 335 | .iterations(3) |
| 336 | .TestF32(); |
| 337 | } |
| 338 | |
Marat Dukhan | c4f0ff9 | 2019-12-03 14:59:08 -0800 | [diff] [blame] | 339 | TEST(FULLY_CONNECTED_NC_F32, unit_batch_transpose_weights) { |
| 340 | FullyConnectedOperatorTester() |
| 341 | .transpose_weights(true) |
| 342 | .batch_size(1) |
| 343 | .input_channels(23) |
| 344 | .output_channels(19) |
| 345 | .iterations(3) |
| 346 | .TestF32(); |
| 347 | } |
| 348 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 349 | TEST(FULLY_CONNECTED_NC_F32, unit_batch_without_bias) { |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 350 | FullyConnectedOperatorTester() |
| 351 | .has_bias(false) |
| 352 | .batch_size(1) |
| 353 | .input_channels(23) |
| 354 | .output_channels(19) |
| 355 | .iterations(3) |
| 356 | .TestF32(); |
| 357 | } |
| 358 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 359 | TEST(FULLY_CONNECTED_NC_F32, small_batch) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 360 | FullyConnectedOperatorTester() |
| 361 | .batch_size(12) |
| 362 | .input_channels(23) |
| 363 | .output_channels(19) |
| 364 | .iterations(3) |
| 365 | .TestF32(); |
| 366 | } |
| 367 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 368 | TEST(FULLY_CONNECTED_NC_F32, small_batch_with_qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 369 | FullyConnectedOperatorTester() |
| 370 | .batch_size(12) |
| 371 | .input_channels(23) |
| 372 | .output_channels(19) |
| 373 | .qmin(128) |
| 374 | .iterations(3) |
| 375 | .TestF32(); |
| 376 | } |
| 377 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 378 | TEST(FULLY_CONNECTED_NC_F32, small_batch_with_qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 379 | FullyConnectedOperatorTester() |
| 380 | .batch_size(12) |
| 381 | .input_channels(23) |
| 382 | .output_channels(19) |
| 383 | .qmax(128) |
| 384 | .iterations(3) |
| 385 | .TestF32(); |
| 386 | } |
| 387 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 388 | TEST(FULLY_CONNECTED_NC_F32, small_batch_with_input_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 389 | FullyConnectedOperatorTester() |
| 390 | .batch_size(12) |
| 391 | .input_channels(23) |
| 392 | .input_stride(28) |
| 393 | .output_channels(19) |
| 394 | .iterations(3) |
| 395 | .TestF32(); |
| 396 | } |
| 397 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 398 | TEST(FULLY_CONNECTED_NC_F32, small_batch_with_output_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 399 | FullyConnectedOperatorTester() |
| 400 | .batch_size(12) |
| 401 | .input_channels(23) |
| 402 | .output_channels(19) |
| 403 | .output_stride(29) |
| 404 | .iterations(3) |
| 405 | .TestF32(); |
| 406 | } |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 407 | |
Marat Dukhan | c4f0ff9 | 2019-12-03 14:59:08 -0800 | [diff] [blame] | 408 | TEST(FULLY_CONNECTED_NC_F32, small_batch_transpose_weights) { |
| 409 | FullyConnectedOperatorTester() |
| 410 | .transpose_weights(true) |
| 411 | .batch_size(12) |
| 412 | .input_channels(23) |
| 413 | .output_channels(19) |
| 414 | .iterations(3) |
| 415 | .TestF32(); |
| 416 | } |
| 417 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 418 | TEST(FULLY_CONNECTED_NC_F32, small_batch_without_bias) { |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 419 | FullyConnectedOperatorTester() |
| 420 | .has_bias(false) |
| 421 | .batch_size(12) |
| 422 | .input_channels(23) |
| 423 | .output_channels(19) |
| 424 | .iterations(3) |
| 425 | .TestF32(); |
| 426 | } |
Marat Dukhan | ddb3d16 | 2021-10-25 17:05:51 -0700 | [diff] [blame] | 427 | |
| 428 | |
| 429 | TEST(FULLY_CONNECTED_NC_F16, unit_batch) { |
| 430 | FullyConnectedOperatorTester() |
| 431 | .batch_size(1) |
| 432 | .input_channels(23) |
| 433 | .output_channels(19) |
| 434 | .iterations(3) |
| 435 | .TestF16(); |
| 436 | } |
| 437 | |
| 438 | TEST(FULLY_CONNECTED_NC_F16, unit_batch_with_qmin) { |
| 439 | FullyConnectedOperatorTester() |
| 440 | .batch_size(1) |
| 441 | .input_channels(23) |
| 442 | .output_channels(19) |
| 443 | .qmin(128) |
| 444 | .iterations(3) |
| 445 | .TestF16(); |
| 446 | } |
| 447 | |
| 448 | TEST(FULLY_CONNECTED_NC_F16, unit_batch_with_qmax) { |
| 449 | FullyConnectedOperatorTester() |
| 450 | .batch_size(1) |
| 451 | .input_channels(23) |
| 452 | .output_channels(19) |
| 453 | .qmax(128) |
| 454 | .iterations(3) |
| 455 | .TestF16(); |
| 456 | } |
| 457 | |
| 458 | TEST(FULLY_CONNECTED_NC_F16, unit_batch_with_input_stride) { |
| 459 | FullyConnectedOperatorTester() |
| 460 | .batch_size(1) |
| 461 | .input_channels(23) |
| 462 | .input_stride(28) |
| 463 | .output_channels(19) |
| 464 | .iterations(3) |
| 465 | .TestF16(); |
| 466 | } |
| 467 | |
| 468 | TEST(FULLY_CONNECTED_NC_F16, unit_batch_with_output_stride) { |
| 469 | FullyConnectedOperatorTester() |
| 470 | .batch_size(1) |
| 471 | .input_channels(23) |
| 472 | .output_channels(19) |
| 473 | .output_stride(29) |
| 474 | .iterations(3) |
| 475 | .TestF16(); |
| 476 | } |
| 477 | |
| 478 | TEST(FULLY_CONNECTED_NC_F16, unit_batch_transpose_weights) { |
| 479 | FullyConnectedOperatorTester() |
| 480 | .transpose_weights(true) |
| 481 | .batch_size(1) |
| 482 | .input_channels(23) |
| 483 | .output_channels(19) |
| 484 | .iterations(3) |
| 485 | .TestF16(); |
| 486 | } |
| 487 | |
| 488 | TEST(FULLY_CONNECTED_NC_F16, unit_batch_without_bias) { |
| 489 | FullyConnectedOperatorTester() |
| 490 | .has_bias(false) |
| 491 | .batch_size(1) |
| 492 | .input_channels(23) |
| 493 | .output_channels(19) |
| 494 | .iterations(3) |
| 495 | .TestF16(); |
| 496 | } |
| 497 | |
| 498 | TEST(FULLY_CONNECTED_NC_F16, small_batch) { |
| 499 | FullyConnectedOperatorTester() |
| 500 | .batch_size(12) |
| 501 | .input_channels(23) |
| 502 | .output_channels(19) |
| 503 | .iterations(3) |
| 504 | .TestF16(); |
| 505 | } |
| 506 | |
Marat Dukhan | 1d6b7c9 | 2022-01-14 21:18:44 -0800 | [diff] [blame] | 507 | TEST(FULLY_CONNECTED_NC_F16, small_batch_fp32_weights) { |
| 508 | FullyConnectedOperatorTester() |
| 509 | .weights_type(FullyConnectedOperatorTester::WeightsType::FP32) |
| 510 | .batch_size(12) |
| 511 | .input_channels(23) |
| 512 | .output_channels(19) |
| 513 | .iterations(3) |
| 514 | .TestF16(); |
| 515 | } |
| 516 | |
Marat Dukhan | ddb3d16 | 2021-10-25 17:05:51 -0700 | [diff] [blame] | 517 | TEST(FULLY_CONNECTED_NC_F16, small_batch_with_qmin) { |
| 518 | FullyConnectedOperatorTester() |
| 519 | .batch_size(12) |
| 520 | .input_channels(23) |
| 521 | .output_channels(19) |
| 522 | .qmin(128) |
| 523 | .iterations(3) |
| 524 | .TestF16(); |
| 525 | } |
| 526 | |
| 527 | TEST(FULLY_CONNECTED_NC_F16, small_batch_with_qmax) { |
| 528 | FullyConnectedOperatorTester() |
| 529 | .batch_size(12) |
| 530 | .input_channels(23) |
| 531 | .output_channels(19) |
| 532 | .qmax(128) |
| 533 | .iterations(3) |
| 534 | .TestF16(); |
| 535 | } |
| 536 | |
| 537 | TEST(FULLY_CONNECTED_NC_F16, small_batch_with_input_stride) { |
| 538 | FullyConnectedOperatorTester() |
| 539 | .batch_size(12) |
| 540 | .input_channels(23) |
| 541 | .input_stride(28) |
| 542 | .output_channels(19) |
| 543 | .iterations(3) |
| 544 | .TestF16(); |
| 545 | } |
| 546 | |
| 547 | TEST(FULLY_CONNECTED_NC_F16, small_batch_with_output_stride) { |
| 548 | FullyConnectedOperatorTester() |
| 549 | .batch_size(12) |
| 550 | .input_channels(23) |
| 551 | .output_channels(19) |
| 552 | .output_stride(29) |
| 553 | .iterations(3) |
| 554 | .TestF16(); |
| 555 | } |
| 556 | |
Marat Dukhan | 1d6b7c9 | 2022-01-14 21:18:44 -0800 | [diff] [blame] | 557 | TEST(FULLY_CONNECTED_NC_F16, small_batch_transpose_fp32_weights) { |
Marat Dukhan | ddb3d16 | 2021-10-25 17:05:51 -0700 | [diff] [blame] | 558 | FullyConnectedOperatorTester() |
Marat Dukhan | 1d6b7c9 | 2022-01-14 21:18:44 -0800 | [diff] [blame] | 559 | .weights_type(FullyConnectedOperatorTester::WeightsType::FP32) |
Marat Dukhan | ddb3d16 | 2021-10-25 17:05:51 -0700 | [diff] [blame] | 560 | .transpose_weights(true) |
| 561 | .batch_size(12) |
| 562 | .input_channels(23) |
| 563 | .output_channels(19) |
| 564 | .iterations(3) |
| 565 | .TestF16(); |
| 566 | } |
| 567 | |
| 568 | TEST(FULLY_CONNECTED_NC_F16, small_batch_without_bias) { |
| 569 | FullyConnectedOperatorTester() |
| 570 | .has_bias(false) |
| 571 | .batch_size(12) |
| 572 | .input_channels(23) |
| 573 | .output_channels(19) |
| 574 | .iterations(3) |
| 575 | .TestF16(); |
| 576 | } |