Zhi An Ng | e96b6bc | 2022-02-03 10:49:46 -0800 | [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 | // Auto-generated file. Do not edit! |
| 10 | // Specification: test/qs8-igemm-minmax-rndnu.yaml |
| 11 | // Generator: tools/generate-gemm-test.py |
| 12 | |
| 13 | |
| 14 | #include <gtest/gtest.h> |
| 15 | |
| 16 | #include <xnnpack/allocator.h> |
| 17 | #include <xnnpack/common.h> |
| 18 | #include <xnnpack/isa-checks.h> |
| 19 | |
| 20 | #include <xnnpack/gemm.h> |
| 21 | #include <xnnpack/igemm.h> |
| 22 | #include <xnnpack/ppmm.h> |
| 23 | #include "gemm-microkernel-tester.h" |
| 24 | |
| 25 | |
| 26 | #if XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY |
| 27 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8__AARCH64_NEON_MLAL_LANE_LD64, k_eq_8) { |
| 28 | TEST_REQUIRES_ARM_NEON; |
| 29 | GemmMicrokernelTester() |
| 30 | .mr(4) |
| 31 | .nr(8) |
| 32 | .kr(1) |
| 33 | .sr(1) |
| 34 | .m(4) |
| 35 | .n(8) |
| 36 | .k(8) |
| 37 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch64_neon_mlal_lane_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 38 | } |
| 39 | |
| 40 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8__AARCH64_NEON_MLAL_LANE_LD64, strided_cn) { |
| 41 | TEST_REQUIRES_ARM_NEON; |
| 42 | GemmMicrokernelTester() |
| 43 | .mr(4) |
| 44 | .nr(8) |
| 45 | .kr(1) |
| 46 | .sr(1) |
| 47 | .m(4) |
| 48 | .n(8) |
| 49 | .k(8) |
| 50 | .cn_stride(11) |
| 51 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch64_neon_mlal_lane_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 52 | } |
| 53 | |
| 54 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8__AARCH64_NEON_MLAL_LANE_LD64, k_eq_8_subtile) { |
| 55 | TEST_REQUIRES_ARM_NEON; |
| 56 | for (uint32_t n = 1; n <= 8; n++) { |
| 57 | for (uint32_t m = 1; m <= 4; m++) { |
| 58 | GemmMicrokernelTester() |
| 59 | .mr(4) |
| 60 | .nr(8) |
| 61 | .kr(1) |
| 62 | .sr(1) |
| 63 | .m(m) |
| 64 | .n(n) |
| 65 | .k(8) |
| 66 | .iterations(1) |
| 67 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch64_neon_mlal_lane_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 68 | } |
| 69 | } |
| 70 | } |
| 71 | |
| 72 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8__AARCH64_NEON_MLAL_LANE_LD64, k_eq_8_subtile_m) { |
| 73 | TEST_REQUIRES_ARM_NEON; |
| 74 | for (uint32_t m = 1; m <= 4; m++) { |
| 75 | GemmMicrokernelTester() |
| 76 | .mr(4) |
| 77 | .nr(8) |
| 78 | .kr(1) |
| 79 | .sr(1) |
| 80 | .m(m) |
| 81 | .n(8) |
| 82 | .k(8) |
| 83 | .iterations(1) |
| 84 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch64_neon_mlal_lane_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 85 | } |
| 86 | } |
| 87 | |
| 88 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8__AARCH64_NEON_MLAL_LANE_LD64, k_eq_8_subtile_n) { |
| 89 | TEST_REQUIRES_ARM_NEON; |
| 90 | for (uint32_t n = 1; n <= 8; n++) { |
| 91 | GemmMicrokernelTester() |
| 92 | .mr(4) |
| 93 | .nr(8) |
| 94 | .kr(1) |
| 95 | .sr(1) |
| 96 | .m(4) |
| 97 | .n(n) |
| 98 | .k(8) |
| 99 | .iterations(1) |
| 100 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch64_neon_mlal_lane_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 101 | } |
| 102 | } |
| 103 | |
| 104 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8__AARCH64_NEON_MLAL_LANE_LD64, k_lt_8) { |
| 105 | TEST_REQUIRES_ARM_NEON; |
| 106 | for (size_t k = 1; k < 8; k++) { |
| 107 | GemmMicrokernelTester() |
| 108 | .mr(4) |
| 109 | .nr(8) |
| 110 | .kr(1) |
| 111 | .sr(1) |
| 112 | .m(4) |
| 113 | .n(8) |
| 114 | .k(k) |
| 115 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch64_neon_mlal_lane_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 116 | } |
| 117 | } |
| 118 | |
| 119 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8__AARCH64_NEON_MLAL_LANE_LD64, k_lt_8_subtile) { |
| 120 | TEST_REQUIRES_ARM_NEON; |
| 121 | for (size_t k = 1; k < 8; k++) { |
| 122 | for (uint32_t n = 1; n <= 8; n++) { |
| 123 | for (uint32_t m = 1; m <= 4; m++) { |
| 124 | GemmMicrokernelTester() |
| 125 | .mr(4) |
| 126 | .nr(8) |
| 127 | .kr(1) |
| 128 | .sr(1) |
| 129 | .m(m) |
| 130 | .n(n) |
| 131 | .k(k) |
| 132 | .iterations(1) |
| 133 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch64_neon_mlal_lane_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 134 | } |
| 135 | } |
| 136 | } |
| 137 | } |
| 138 | |
| 139 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8__AARCH64_NEON_MLAL_LANE_LD64, k_gt_8) { |
| 140 | TEST_REQUIRES_ARM_NEON; |
| 141 | for (size_t k = 9; k < 16; k++) { |
| 142 | GemmMicrokernelTester() |
| 143 | .mr(4) |
| 144 | .nr(8) |
| 145 | .kr(1) |
| 146 | .sr(1) |
| 147 | .m(4) |
| 148 | .n(8) |
| 149 | .k(k) |
| 150 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch64_neon_mlal_lane_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 151 | } |
| 152 | } |
| 153 | |
| 154 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8__AARCH64_NEON_MLAL_LANE_LD64, k_gt_8_subtile) { |
| 155 | TEST_REQUIRES_ARM_NEON; |
| 156 | for (size_t k = 9; k < 16; k++) { |
| 157 | for (uint32_t n = 1; n <= 8; n++) { |
| 158 | for (uint32_t m = 1; m <= 4; m++) { |
| 159 | GemmMicrokernelTester() |
| 160 | .mr(4) |
| 161 | .nr(8) |
| 162 | .kr(1) |
| 163 | .sr(1) |
| 164 | .m(m) |
| 165 | .n(n) |
| 166 | .k(k) |
| 167 | .iterations(1) |
| 168 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch64_neon_mlal_lane_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 169 | } |
| 170 | } |
| 171 | } |
| 172 | } |
| 173 | |
| 174 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8__AARCH64_NEON_MLAL_LANE_LD64, k_div_8) { |
| 175 | TEST_REQUIRES_ARM_NEON; |
| 176 | for (size_t k = 16; k <= 80; k += 8) { |
| 177 | GemmMicrokernelTester() |
| 178 | .mr(4) |
| 179 | .nr(8) |
| 180 | .kr(1) |
| 181 | .sr(1) |
| 182 | .m(4) |
| 183 | .n(8) |
| 184 | .k(k) |
| 185 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch64_neon_mlal_lane_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 186 | } |
| 187 | } |
| 188 | |
| 189 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8__AARCH64_NEON_MLAL_LANE_LD64, k_div_8_subtile) { |
| 190 | TEST_REQUIRES_ARM_NEON; |
| 191 | for (size_t k = 16; k <= 80; k += 8) { |
| 192 | for (uint32_t n = 1; n <= 8; n++) { |
| 193 | for (uint32_t m = 1; m <= 4; m++) { |
| 194 | GemmMicrokernelTester() |
| 195 | .mr(4) |
| 196 | .nr(8) |
| 197 | .kr(1) |
| 198 | .sr(1) |
| 199 | .m(m) |
| 200 | .n(n) |
| 201 | .k(k) |
| 202 | .iterations(1) |
| 203 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch64_neon_mlal_lane_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 204 | } |
| 205 | } |
| 206 | } |
| 207 | } |
| 208 | |
| 209 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8__AARCH64_NEON_MLAL_LANE_LD64, n_gt_8) { |
| 210 | TEST_REQUIRES_ARM_NEON; |
| 211 | for (uint32_t n = 9; n < 16; n++) { |
| 212 | for (size_t k = 1; k <= 40; k += 9) { |
| 213 | GemmMicrokernelTester() |
| 214 | .mr(4) |
| 215 | .nr(8) |
| 216 | .kr(1) |
| 217 | .sr(1) |
| 218 | .m(4) |
| 219 | .n(n) |
| 220 | .k(k) |
| 221 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch64_neon_mlal_lane_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 222 | } |
| 223 | } |
| 224 | } |
| 225 | |
| 226 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8__AARCH64_NEON_MLAL_LANE_LD64, n_gt_8_strided_cn) { |
| 227 | TEST_REQUIRES_ARM_NEON; |
| 228 | for (uint32_t n = 9; n < 16; n++) { |
| 229 | for (size_t k = 1; k <= 40; k += 9) { |
| 230 | GemmMicrokernelTester() |
| 231 | .mr(4) |
| 232 | .nr(8) |
| 233 | .kr(1) |
| 234 | .sr(1) |
| 235 | .m(4) |
| 236 | .n(n) |
| 237 | .k(k) |
| 238 | .cn_stride(11) |
| 239 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch64_neon_mlal_lane_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 240 | } |
| 241 | } |
| 242 | } |
| 243 | |
| 244 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8__AARCH64_NEON_MLAL_LANE_LD64, n_gt_8_subtile) { |
| 245 | TEST_REQUIRES_ARM_NEON; |
| 246 | for (uint32_t n = 9; n < 16; n++) { |
| 247 | for (size_t k = 1; k <= 40; k += 9) { |
| 248 | for (uint32_t m = 1; m <= 4; m++) { |
| 249 | GemmMicrokernelTester() |
| 250 | .mr(4) |
| 251 | .nr(8) |
| 252 | .kr(1) |
| 253 | .sr(1) |
| 254 | .m(m) |
| 255 | .n(n) |
| 256 | .k(k) |
| 257 | .iterations(1) |
| 258 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch64_neon_mlal_lane_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 259 | } |
| 260 | } |
| 261 | } |
| 262 | } |
| 263 | |
| 264 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8__AARCH64_NEON_MLAL_LANE_LD64, n_div_8) { |
| 265 | TEST_REQUIRES_ARM_NEON; |
| 266 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 267 | for (size_t k = 1; k <= 40; k += 9) { |
| 268 | GemmMicrokernelTester() |
| 269 | .mr(4) |
| 270 | .nr(8) |
| 271 | .kr(1) |
| 272 | .sr(1) |
| 273 | .m(4) |
| 274 | .n(n) |
| 275 | .k(k) |
| 276 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch64_neon_mlal_lane_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 277 | } |
| 278 | } |
| 279 | } |
| 280 | |
| 281 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8__AARCH64_NEON_MLAL_LANE_LD64, n_div_8_strided_cn) { |
| 282 | TEST_REQUIRES_ARM_NEON; |
| 283 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 284 | for (size_t k = 1; k <= 40; k += 9) { |
| 285 | GemmMicrokernelTester() |
| 286 | .mr(4) |
| 287 | .nr(8) |
| 288 | .kr(1) |
| 289 | .sr(1) |
| 290 | .m(4) |
| 291 | .n(n) |
| 292 | .k(k) |
| 293 | .cn_stride(11) |
| 294 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch64_neon_mlal_lane_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 295 | } |
| 296 | } |
| 297 | } |
| 298 | |
| 299 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8__AARCH64_NEON_MLAL_LANE_LD64, n_div_8_subtile) { |
| 300 | TEST_REQUIRES_ARM_NEON; |
| 301 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 302 | for (size_t k = 1; k <= 40; k += 9) { |
| 303 | for (uint32_t m = 1; m <= 4; m++) { |
| 304 | GemmMicrokernelTester() |
| 305 | .mr(4) |
| 306 | .nr(8) |
| 307 | .kr(1) |
| 308 | .sr(1) |
| 309 | .m(m) |
| 310 | .n(n) |
| 311 | .k(k) |
| 312 | .iterations(1) |
| 313 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch64_neon_mlal_lane_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 314 | } |
| 315 | } |
| 316 | } |
| 317 | } |
| 318 | |
| 319 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8__AARCH64_NEON_MLAL_LANE_LD64, small_kernel) { |
| 320 | TEST_REQUIRES_ARM_NEON; |
| 321 | for (size_t k = 1; k <= 40; k += 9) { |
| 322 | GemmMicrokernelTester() |
| 323 | .mr(4) |
| 324 | .nr(8) |
| 325 | .kr(1) |
| 326 | .sr(1) |
| 327 | .m(4) |
| 328 | .n(8) |
| 329 | .k(k) |
| 330 | .ks(3) |
| 331 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch64_neon_mlal_lane_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 332 | } |
| 333 | } |
| 334 | |
| 335 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8__AARCH64_NEON_MLAL_LANE_LD64, small_kernel_subtile) { |
| 336 | TEST_REQUIRES_ARM_NEON; |
| 337 | for (size_t k = 1; k <= 40; k += 9) { |
| 338 | for (uint32_t n = 1; n <= 8; n++) { |
| 339 | for (uint32_t m = 1; m <= 4; m++) { |
| 340 | GemmMicrokernelTester() |
| 341 | .mr(4) |
| 342 | .nr(8) |
| 343 | .kr(1) |
| 344 | .sr(1) |
| 345 | .m(m) |
| 346 | .n(n) |
| 347 | .k(k) |
| 348 | .ks(3) |
| 349 | .iterations(1) |
| 350 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch64_neon_mlal_lane_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 351 | } |
| 352 | } |
| 353 | } |
| 354 | } |
| 355 | |
| 356 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8__AARCH64_NEON_MLAL_LANE_LD64, n_gt_8_small_kernel) { |
| 357 | TEST_REQUIRES_ARM_NEON; |
| 358 | for (uint32_t n = 9; n < 16; n++) { |
| 359 | for (size_t k = 1; k <= 40; k += 9) { |
| 360 | GemmMicrokernelTester() |
| 361 | .mr(4) |
| 362 | .nr(8) |
| 363 | .kr(1) |
| 364 | .sr(1) |
| 365 | .m(4) |
| 366 | .n(n) |
| 367 | .k(k) |
| 368 | .ks(3) |
| 369 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch64_neon_mlal_lane_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 370 | } |
| 371 | } |
| 372 | } |
| 373 | |
| 374 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8__AARCH64_NEON_MLAL_LANE_LD64, n_div_8_small_kernel) { |
| 375 | TEST_REQUIRES_ARM_NEON; |
| 376 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 377 | for (size_t k = 1; k <= 40; k += 9) { |
| 378 | GemmMicrokernelTester() |
| 379 | .mr(4) |
| 380 | .nr(8) |
| 381 | .kr(1) |
| 382 | .sr(1) |
| 383 | .m(4) |
| 384 | .n(n) |
| 385 | .k(k) |
| 386 | .ks(3) |
| 387 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch64_neon_mlal_lane_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 388 | } |
| 389 | } |
| 390 | } |
| 391 | |
| 392 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8__AARCH64_NEON_MLAL_LANE_LD64, strided_cm_subtile) { |
| 393 | TEST_REQUIRES_ARM_NEON; |
| 394 | for (size_t k = 1; k <= 40; k += 9) { |
| 395 | for (uint32_t n = 1; n <= 8; n++) { |
| 396 | for (uint32_t m = 1; m <= 4; m++) { |
| 397 | GemmMicrokernelTester() |
| 398 | .mr(4) |
| 399 | .nr(8) |
| 400 | .kr(1) |
| 401 | .sr(1) |
| 402 | .m(m) |
| 403 | .n(n) |
| 404 | .k(k) |
| 405 | .cm_stride(11) |
| 406 | .iterations(1) |
| 407 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch64_neon_mlal_lane_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 408 | } |
| 409 | } |
| 410 | } |
| 411 | } |
| 412 | |
| 413 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8__AARCH64_NEON_MLAL_LANE_LD64, a_offset) { |
| 414 | TEST_REQUIRES_ARM_NEON; |
| 415 | for (size_t k = 1; k <= 40; k += 9) { |
| 416 | GemmMicrokernelTester() |
| 417 | .mr(4) |
| 418 | .nr(8) |
| 419 | .kr(1) |
| 420 | .sr(1) |
| 421 | .m(4) |
| 422 | .n(8) |
| 423 | .k(k) |
| 424 | .ks(3) |
| 425 | .a_offset(163) |
| 426 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch64_neon_mlal_lane_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 427 | } |
| 428 | } |
| 429 | |
| 430 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8__AARCH64_NEON_MLAL_LANE_LD64, zero) { |
| 431 | TEST_REQUIRES_ARM_NEON; |
| 432 | for (size_t k = 1; k <= 40; k += 9) { |
| 433 | for (uint32_t mz = 0; mz < 4; mz++) { |
| 434 | GemmMicrokernelTester() |
| 435 | .mr(4) |
| 436 | .nr(8) |
| 437 | .kr(1) |
| 438 | .sr(1) |
| 439 | .m(4) |
| 440 | .n(8) |
| 441 | .k(k) |
| 442 | .ks(3) |
| 443 | .a_offset(163) |
| 444 | .zero_index(mz) |
| 445 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch64_neon_mlal_lane_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 446 | } |
| 447 | } |
| 448 | } |
| 449 | |
| 450 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8__AARCH64_NEON_MLAL_LANE_LD64, qmin) { |
| 451 | TEST_REQUIRES_ARM_NEON; |
| 452 | GemmMicrokernelTester() |
| 453 | .mr(4) |
| 454 | .nr(8) |
| 455 | .kr(1) |
| 456 | .sr(1) |
| 457 | .m(4) |
| 458 | .n(8) |
| 459 | .k(8) |
| 460 | .qmin(128) |
| 461 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch64_neon_mlal_lane_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 462 | } |
| 463 | |
| 464 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8__AARCH64_NEON_MLAL_LANE_LD64, qmax) { |
| 465 | TEST_REQUIRES_ARM_NEON; |
| 466 | GemmMicrokernelTester() |
| 467 | .mr(4) |
| 468 | .nr(8) |
| 469 | .kr(1) |
| 470 | .sr(1) |
| 471 | .m(4) |
| 472 | .n(8) |
| 473 | .k(8) |
| 474 | .qmax(128) |
| 475 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch64_neon_mlal_lane_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 476 | } |
| 477 | |
| 478 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8__AARCH64_NEON_MLAL_LANE_LD64, strided_cm) { |
| 479 | TEST_REQUIRES_ARM_NEON; |
| 480 | GemmMicrokernelTester() |
| 481 | .mr(4) |
| 482 | .nr(8) |
| 483 | .kr(1) |
| 484 | .sr(1) |
| 485 | .m(4) |
| 486 | .n(8) |
| 487 | .k(8) |
| 488 | .cm_stride(11) |
| 489 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch64_neon_mlal_lane_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 490 | } |
| 491 | #endif // XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY |
| 492 | |
| 493 | |
| 494 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 495 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MULL_LD1R, k_eq_8) { |
| 496 | TEST_REQUIRES_ARM_NEON; |
| 497 | GemmMicrokernelTester() |
| 498 | .mr(1) |
| 499 | .nr(8) |
| 500 | .kr(2) |
| 501 | .sr(1) |
| 502 | .m(1) |
| 503 | .n(8) |
| 504 | .k(8) |
| 505 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 506 | } |
| 507 | |
| 508 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MULL_LD1R, strided_cn) { |
| 509 | TEST_REQUIRES_ARM_NEON; |
| 510 | GemmMicrokernelTester() |
| 511 | .mr(1) |
| 512 | .nr(8) |
| 513 | .kr(2) |
| 514 | .sr(1) |
| 515 | .m(1) |
| 516 | .n(8) |
| 517 | .k(8) |
| 518 | .cn_stride(11) |
| 519 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 520 | } |
| 521 | |
| 522 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MULL_LD1R, k_eq_8_subtile) { |
| 523 | TEST_REQUIRES_ARM_NEON; |
| 524 | for (uint32_t n = 1; n <= 8; n++) { |
| 525 | for (uint32_t m = 1; m <= 1; m++) { |
| 526 | GemmMicrokernelTester() |
| 527 | .mr(1) |
| 528 | .nr(8) |
| 529 | .kr(2) |
| 530 | .sr(1) |
| 531 | .m(m) |
| 532 | .n(n) |
| 533 | .k(8) |
| 534 | .iterations(1) |
| 535 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 536 | } |
| 537 | } |
| 538 | } |
| 539 | |
| 540 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MULL_LD1R, k_eq_8_subtile_m) { |
| 541 | TEST_REQUIRES_ARM_NEON; |
| 542 | for (uint32_t m = 1; m <= 1; m++) { |
| 543 | GemmMicrokernelTester() |
| 544 | .mr(1) |
| 545 | .nr(8) |
| 546 | .kr(2) |
| 547 | .sr(1) |
| 548 | .m(m) |
| 549 | .n(8) |
| 550 | .k(8) |
| 551 | .iterations(1) |
| 552 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 553 | } |
| 554 | } |
| 555 | |
| 556 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MULL_LD1R, k_eq_8_subtile_n) { |
| 557 | TEST_REQUIRES_ARM_NEON; |
| 558 | for (uint32_t n = 1; n <= 8; n++) { |
| 559 | GemmMicrokernelTester() |
| 560 | .mr(1) |
| 561 | .nr(8) |
| 562 | .kr(2) |
| 563 | .sr(1) |
| 564 | .m(1) |
| 565 | .n(n) |
| 566 | .k(8) |
| 567 | .iterations(1) |
| 568 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 569 | } |
| 570 | } |
| 571 | |
| 572 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MULL_LD1R, k_lt_8) { |
| 573 | TEST_REQUIRES_ARM_NEON; |
| 574 | for (size_t k = 1; k < 8; k++) { |
| 575 | GemmMicrokernelTester() |
| 576 | .mr(1) |
| 577 | .nr(8) |
| 578 | .kr(2) |
| 579 | .sr(1) |
| 580 | .m(1) |
| 581 | .n(8) |
| 582 | .k(k) |
| 583 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 584 | } |
| 585 | } |
| 586 | |
| 587 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MULL_LD1R, k_lt_8_subtile) { |
| 588 | TEST_REQUIRES_ARM_NEON; |
| 589 | for (size_t k = 1; k < 8; k++) { |
| 590 | for (uint32_t n = 1; n <= 8; n++) { |
| 591 | for (uint32_t m = 1; m <= 1; m++) { |
| 592 | GemmMicrokernelTester() |
| 593 | .mr(1) |
| 594 | .nr(8) |
| 595 | .kr(2) |
| 596 | .sr(1) |
| 597 | .m(m) |
| 598 | .n(n) |
| 599 | .k(k) |
| 600 | .iterations(1) |
| 601 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 602 | } |
| 603 | } |
| 604 | } |
| 605 | } |
| 606 | |
| 607 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MULL_LD1R, k_gt_8) { |
| 608 | TEST_REQUIRES_ARM_NEON; |
| 609 | for (size_t k = 9; k < 16; k++) { |
| 610 | GemmMicrokernelTester() |
| 611 | .mr(1) |
| 612 | .nr(8) |
| 613 | .kr(2) |
| 614 | .sr(1) |
| 615 | .m(1) |
| 616 | .n(8) |
| 617 | .k(k) |
| 618 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 619 | } |
| 620 | } |
| 621 | |
| 622 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MULL_LD1R, k_gt_8_subtile) { |
| 623 | TEST_REQUIRES_ARM_NEON; |
| 624 | for (size_t k = 9; k < 16; k++) { |
| 625 | for (uint32_t n = 1; n <= 8; n++) { |
| 626 | for (uint32_t m = 1; m <= 1; m++) { |
| 627 | GemmMicrokernelTester() |
| 628 | .mr(1) |
| 629 | .nr(8) |
| 630 | .kr(2) |
| 631 | .sr(1) |
| 632 | .m(m) |
| 633 | .n(n) |
| 634 | .k(k) |
| 635 | .iterations(1) |
| 636 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 637 | } |
| 638 | } |
| 639 | } |
| 640 | } |
| 641 | |
| 642 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MULL_LD1R, k_div_8) { |
| 643 | TEST_REQUIRES_ARM_NEON; |
| 644 | for (size_t k = 16; k <= 80; k += 8) { |
| 645 | GemmMicrokernelTester() |
| 646 | .mr(1) |
| 647 | .nr(8) |
| 648 | .kr(2) |
| 649 | .sr(1) |
| 650 | .m(1) |
| 651 | .n(8) |
| 652 | .k(k) |
| 653 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 654 | } |
| 655 | } |
| 656 | |
| 657 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MULL_LD1R, k_div_8_subtile) { |
| 658 | TEST_REQUIRES_ARM_NEON; |
| 659 | for (size_t k = 16; k <= 80; k += 8) { |
| 660 | for (uint32_t n = 1; n <= 8; n++) { |
| 661 | for (uint32_t m = 1; m <= 1; m++) { |
| 662 | GemmMicrokernelTester() |
| 663 | .mr(1) |
| 664 | .nr(8) |
| 665 | .kr(2) |
| 666 | .sr(1) |
| 667 | .m(m) |
| 668 | .n(n) |
| 669 | .k(k) |
| 670 | .iterations(1) |
| 671 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 672 | } |
| 673 | } |
| 674 | } |
| 675 | } |
| 676 | |
| 677 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MULL_LD1R, n_gt_8) { |
| 678 | TEST_REQUIRES_ARM_NEON; |
| 679 | for (uint32_t n = 9; n < 16; n++) { |
| 680 | for (size_t k = 1; k <= 40; k += 9) { |
| 681 | GemmMicrokernelTester() |
| 682 | .mr(1) |
| 683 | .nr(8) |
| 684 | .kr(2) |
| 685 | .sr(1) |
| 686 | .m(1) |
| 687 | .n(n) |
| 688 | .k(k) |
| 689 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 690 | } |
| 691 | } |
| 692 | } |
| 693 | |
| 694 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MULL_LD1R, n_gt_8_strided_cn) { |
| 695 | TEST_REQUIRES_ARM_NEON; |
| 696 | for (uint32_t n = 9; n < 16; n++) { |
| 697 | for (size_t k = 1; k <= 40; k += 9) { |
| 698 | GemmMicrokernelTester() |
| 699 | .mr(1) |
| 700 | .nr(8) |
| 701 | .kr(2) |
| 702 | .sr(1) |
| 703 | .m(1) |
| 704 | .n(n) |
| 705 | .k(k) |
| 706 | .cn_stride(11) |
| 707 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 708 | } |
| 709 | } |
| 710 | } |
| 711 | |
| 712 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MULL_LD1R, n_gt_8_subtile) { |
| 713 | TEST_REQUIRES_ARM_NEON; |
| 714 | for (uint32_t n = 9; n < 16; n++) { |
| 715 | for (size_t k = 1; k <= 40; k += 9) { |
| 716 | for (uint32_t m = 1; m <= 1; m++) { |
| 717 | GemmMicrokernelTester() |
| 718 | .mr(1) |
| 719 | .nr(8) |
| 720 | .kr(2) |
| 721 | .sr(1) |
| 722 | .m(m) |
| 723 | .n(n) |
| 724 | .k(k) |
| 725 | .iterations(1) |
| 726 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 727 | } |
| 728 | } |
| 729 | } |
| 730 | } |
| 731 | |
| 732 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MULL_LD1R, n_div_8) { |
| 733 | TEST_REQUIRES_ARM_NEON; |
| 734 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 735 | for (size_t k = 1; k <= 40; k += 9) { |
| 736 | GemmMicrokernelTester() |
| 737 | .mr(1) |
| 738 | .nr(8) |
| 739 | .kr(2) |
| 740 | .sr(1) |
| 741 | .m(1) |
| 742 | .n(n) |
| 743 | .k(k) |
| 744 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 745 | } |
| 746 | } |
| 747 | } |
| 748 | |
| 749 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MULL_LD1R, n_div_8_strided_cn) { |
| 750 | TEST_REQUIRES_ARM_NEON; |
| 751 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 752 | for (size_t k = 1; k <= 40; k += 9) { |
| 753 | GemmMicrokernelTester() |
| 754 | .mr(1) |
| 755 | .nr(8) |
| 756 | .kr(2) |
| 757 | .sr(1) |
| 758 | .m(1) |
| 759 | .n(n) |
| 760 | .k(k) |
| 761 | .cn_stride(11) |
| 762 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 763 | } |
| 764 | } |
| 765 | } |
| 766 | |
| 767 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MULL_LD1R, n_div_8_subtile) { |
| 768 | TEST_REQUIRES_ARM_NEON; |
| 769 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 770 | for (size_t k = 1; k <= 40; k += 9) { |
| 771 | for (uint32_t m = 1; m <= 1; m++) { |
| 772 | GemmMicrokernelTester() |
| 773 | .mr(1) |
| 774 | .nr(8) |
| 775 | .kr(2) |
| 776 | .sr(1) |
| 777 | .m(m) |
| 778 | .n(n) |
| 779 | .k(k) |
| 780 | .iterations(1) |
| 781 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 782 | } |
| 783 | } |
| 784 | } |
| 785 | } |
| 786 | |
| 787 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MULL_LD1R, small_kernel) { |
| 788 | TEST_REQUIRES_ARM_NEON; |
| 789 | for (size_t k = 1; k <= 40; k += 9) { |
| 790 | GemmMicrokernelTester() |
| 791 | .mr(1) |
| 792 | .nr(8) |
| 793 | .kr(2) |
| 794 | .sr(1) |
| 795 | .m(1) |
| 796 | .n(8) |
| 797 | .k(k) |
| 798 | .ks(3) |
| 799 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 800 | } |
| 801 | } |
| 802 | |
| 803 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MULL_LD1R, small_kernel_subtile) { |
| 804 | TEST_REQUIRES_ARM_NEON; |
| 805 | for (size_t k = 1; k <= 40; k += 9) { |
| 806 | for (uint32_t n = 1; n <= 8; n++) { |
| 807 | for (uint32_t m = 1; m <= 1; m++) { |
| 808 | GemmMicrokernelTester() |
| 809 | .mr(1) |
| 810 | .nr(8) |
| 811 | .kr(2) |
| 812 | .sr(1) |
| 813 | .m(m) |
| 814 | .n(n) |
| 815 | .k(k) |
| 816 | .ks(3) |
| 817 | .iterations(1) |
| 818 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 819 | } |
| 820 | } |
| 821 | } |
| 822 | } |
| 823 | |
| 824 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MULL_LD1R, n_gt_8_small_kernel) { |
| 825 | TEST_REQUIRES_ARM_NEON; |
| 826 | for (uint32_t n = 9; n < 16; n++) { |
| 827 | for (size_t k = 1; k <= 40; k += 9) { |
| 828 | GemmMicrokernelTester() |
| 829 | .mr(1) |
| 830 | .nr(8) |
| 831 | .kr(2) |
| 832 | .sr(1) |
| 833 | .m(1) |
| 834 | .n(n) |
| 835 | .k(k) |
| 836 | .ks(3) |
| 837 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 838 | } |
| 839 | } |
| 840 | } |
| 841 | |
| 842 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MULL_LD1R, n_div_8_small_kernel) { |
| 843 | TEST_REQUIRES_ARM_NEON; |
| 844 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 845 | for (size_t k = 1; k <= 40; k += 9) { |
| 846 | GemmMicrokernelTester() |
| 847 | .mr(1) |
| 848 | .nr(8) |
| 849 | .kr(2) |
| 850 | .sr(1) |
| 851 | .m(1) |
| 852 | .n(n) |
| 853 | .k(k) |
| 854 | .ks(3) |
| 855 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 856 | } |
| 857 | } |
| 858 | } |
| 859 | |
| 860 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MULL_LD1R, strided_cm_subtile) { |
| 861 | TEST_REQUIRES_ARM_NEON; |
| 862 | for (size_t k = 1; k <= 40; k += 9) { |
| 863 | for (uint32_t n = 1; n <= 8; n++) { |
| 864 | for (uint32_t m = 1; m <= 1; m++) { |
| 865 | GemmMicrokernelTester() |
| 866 | .mr(1) |
| 867 | .nr(8) |
| 868 | .kr(2) |
| 869 | .sr(1) |
| 870 | .m(m) |
| 871 | .n(n) |
| 872 | .k(k) |
| 873 | .cm_stride(11) |
| 874 | .iterations(1) |
| 875 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 876 | } |
| 877 | } |
| 878 | } |
| 879 | } |
| 880 | |
| 881 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MULL_LD1R, a_offset) { |
| 882 | TEST_REQUIRES_ARM_NEON; |
| 883 | for (size_t k = 1; k <= 40; k += 9) { |
| 884 | GemmMicrokernelTester() |
| 885 | .mr(1) |
| 886 | .nr(8) |
| 887 | .kr(2) |
| 888 | .sr(1) |
| 889 | .m(1) |
| 890 | .n(8) |
| 891 | .k(k) |
| 892 | .ks(3) |
| 893 | .a_offset(43) |
| 894 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 895 | } |
| 896 | } |
| 897 | |
| 898 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MULL_LD1R, zero) { |
| 899 | TEST_REQUIRES_ARM_NEON; |
| 900 | for (size_t k = 1; k <= 40; k += 9) { |
| 901 | for (uint32_t mz = 0; mz < 1; mz++) { |
| 902 | GemmMicrokernelTester() |
| 903 | .mr(1) |
| 904 | .nr(8) |
| 905 | .kr(2) |
| 906 | .sr(1) |
| 907 | .m(1) |
| 908 | .n(8) |
| 909 | .k(k) |
| 910 | .ks(3) |
| 911 | .a_offset(43) |
| 912 | .zero_index(mz) |
| 913 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 914 | } |
| 915 | } |
| 916 | } |
| 917 | |
| 918 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MULL_LD1R, qmin) { |
| 919 | TEST_REQUIRES_ARM_NEON; |
| 920 | GemmMicrokernelTester() |
| 921 | .mr(1) |
| 922 | .nr(8) |
| 923 | .kr(2) |
| 924 | .sr(1) |
| 925 | .m(1) |
| 926 | .n(8) |
| 927 | .k(8) |
| 928 | .qmin(128) |
| 929 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 930 | } |
| 931 | |
| 932 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MULL_LD1R, qmax) { |
| 933 | TEST_REQUIRES_ARM_NEON; |
| 934 | GemmMicrokernelTester() |
| 935 | .mr(1) |
| 936 | .nr(8) |
| 937 | .kr(2) |
| 938 | .sr(1) |
| 939 | .m(1) |
| 940 | .n(8) |
| 941 | .k(8) |
| 942 | .qmax(128) |
| 943 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 944 | } |
| 945 | |
| 946 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MULL_LD1R, strided_cm) { |
| 947 | TEST_REQUIRES_ARM_NEON; |
| 948 | GemmMicrokernelTester() |
| 949 | .mr(1) |
| 950 | .nr(8) |
| 951 | .kr(2) |
| 952 | .sr(1) |
| 953 | .m(1) |
| 954 | .n(8) |
| 955 | .k(8) |
| 956 | .cm_stride(11) |
| 957 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 958 | } |
| 959 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 960 | |
| 961 | |
| 962 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 963 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_LD1R, k_eq_16) { |
| 964 | TEST_REQUIRES_ARM_NEON; |
| 965 | GemmMicrokernelTester() |
| 966 | .mr(1) |
| 967 | .nr(8) |
| 968 | .kr(2) |
| 969 | .sr(1) |
| 970 | .m(1) |
| 971 | .n(8) |
| 972 | .k(16) |
| 973 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 974 | } |
| 975 | |
| 976 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_LD1R, strided_cn) { |
| 977 | TEST_REQUIRES_ARM_NEON; |
| 978 | GemmMicrokernelTester() |
| 979 | .mr(1) |
| 980 | .nr(8) |
| 981 | .kr(2) |
| 982 | .sr(1) |
| 983 | .m(1) |
| 984 | .n(8) |
| 985 | .k(16) |
| 986 | .cn_stride(11) |
| 987 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 988 | } |
| 989 | |
| 990 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_LD1R, k_eq_16_subtile) { |
| 991 | TEST_REQUIRES_ARM_NEON; |
| 992 | for (uint32_t n = 1; n <= 8; n++) { |
| 993 | for (uint32_t m = 1; m <= 1; m++) { |
| 994 | GemmMicrokernelTester() |
| 995 | .mr(1) |
| 996 | .nr(8) |
| 997 | .kr(2) |
| 998 | .sr(1) |
| 999 | .m(m) |
| 1000 | .n(n) |
| 1001 | .k(16) |
| 1002 | .iterations(1) |
| 1003 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1004 | } |
| 1005 | } |
| 1006 | } |
| 1007 | |
| 1008 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_LD1R, k_eq_16_subtile_m) { |
| 1009 | TEST_REQUIRES_ARM_NEON; |
| 1010 | for (uint32_t m = 1; m <= 1; m++) { |
| 1011 | GemmMicrokernelTester() |
| 1012 | .mr(1) |
| 1013 | .nr(8) |
| 1014 | .kr(2) |
| 1015 | .sr(1) |
| 1016 | .m(m) |
| 1017 | .n(8) |
| 1018 | .k(16) |
| 1019 | .iterations(1) |
| 1020 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1021 | } |
| 1022 | } |
| 1023 | |
| 1024 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_LD1R, k_eq_16_subtile_n) { |
| 1025 | TEST_REQUIRES_ARM_NEON; |
| 1026 | for (uint32_t n = 1; n <= 8; n++) { |
| 1027 | GemmMicrokernelTester() |
| 1028 | .mr(1) |
| 1029 | .nr(8) |
| 1030 | .kr(2) |
| 1031 | .sr(1) |
| 1032 | .m(1) |
| 1033 | .n(n) |
| 1034 | .k(16) |
| 1035 | .iterations(1) |
| 1036 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1037 | } |
| 1038 | } |
| 1039 | |
| 1040 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_LD1R, k_lt_16) { |
| 1041 | TEST_REQUIRES_ARM_NEON; |
| 1042 | for (size_t k = 1; k < 16; k++) { |
| 1043 | GemmMicrokernelTester() |
| 1044 | .mr(1) |
| 1045 | .nr(8) |
| 1046 | .kr(2) |
| 1047 | .sr(1) |
| 1048 | .m(1) |
| 1049 | .n(8) |
| 1050 | .k(k) |
| 1051 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1052 | } |
| 1053 | } |
| 1054 | |
| 1055 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_LD1R, k_lt_16_subtile) { |
| 1056 | TEST_REQUIRES_ARM_NEON; |
| 1057 | for (size_t k = 1; k < 16; k++) { |
| 1058 | for (uint32_t n = 1; n <= 8; n++) { |
| 1059 | for (uint32_t m = 1; m <= 1; m++) { |
| 1060 | GemmMicrokernelTester() |
| 1061 | .mr(1) |
| 1062 | .nr(8) |
| 1063 | .kr(2) |
| 1064 | .sr(1) |
| 1065 | .m(m) |
| 1066 | .n(n) |
| 1067 | .k(k) |
| 1068 | .iterations(1) |
| 1069 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1070 | } |
| 1071 | } |
| 1072 | } |
| 1073 | } |
| 1074 | |
| 1075 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_LD1R, k_gt_16) { |
| 1076 | TEST_REQUIRES_ARM_NEON; |
| 1077 | for (size_t k = 17; k < 32; k++) { |
| 1078 | GemmMicrokernelTester() |
| 1079 | .mr(1) |
| 1080 | .nr(8) |
| 1081 | .kr(2) |
| 1082 | .sr(1) |
| 1083 | .m(1) |
| 1084 | .n(8) |
| 1085 | .k(k) |
| 1086 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1087 | } |
| 1088 | } |
| 1089 | |
| 1090 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_LD1R, k_gt_16_subtile) { |
| 1091 | TEST_REQUIRES_ARM_NEON; |
| 1092 | for (size_t k = 17; k < 32; k++) { |
| 1093 | for (uint32_t n = 1; n <= 8; n++) { |
| 1094 | for (uint32_t m = 1; m <= 1; m++) { |
| 1095 | GemmMicrokernelTester() |
| 1096 | .mr(1) |
| 1097 | .nr(8) |
| 1098 | .kr(2) |
| 1099 | .sr(1) |
| 1100 | .m(m) |
| 1101 | .n(n) |
| 1102 | .k(k) |
| 1103 | .iterations(1) |
| 1104 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1105 | } |
| 1106 | } |
| 1107 | } |
| 1108 | } |
| 1109 | |
| 1110 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_LD1R, k_div_16) { |
| 1111 | TEST_REQUIRES_ARM_NEON; |
| 1112 | for (size_t k = 32; k <= 160; k += 16) { |
| 1113 | GemmMicrokernelTester() |
| 1114 | .mr(1) |
| 1115 | .nr(8) |
| 1116 | .kr(2) |
| 1117 | .sr(1) |
| 1118 | .m(1) |
| 1119 | .n(8) |
| 1120 | .k(k) |
| 1121 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1122 | } |
| 1123 | } |
| 1124 | |
| 1125 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_LD1R, k_div_16_subtile) { |
| 1126 | TEST_REQUIRES_ARM_NEON; |
| 1127 | for (size_t k = 32; k <= 160; k += 16) { |
| 1128 | for (uint32_t n = 1; n <= 8; n++) { |
| 1129 | for (uint32_t m = 1; m <= 1; m++) { |
| 1130 | GemmMicrokernelTester() |
| 1131 | .mr(1) |
| 1132 | .nr(8) |
| 1133 | .kr(2) |
| 1134 | .sr(1) |
| 1135 | .m(m) |
| 1136 | .n(n) |
| 1137 | .k(k) |
| 1138 | .iterations(1) |
| 1139 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1140 | } |
| 1141 | } |
| 1142 | } |
| 1143 | } |
| 1144 | |
| 1145 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_LD1R, n_gt_8) { |
| 1146 | TEST_REQUIRES_ARM_NEON; |
| 1147 | for (uint32_t n = 9; n < 16; n++) { |
| 1148 | for (size_t k = 1; k <= 80; k += 17) { |
| 1149 | GemmMicrokernelTester() |
| 1150 | .mr(1) |
| 1151 | .nr(8) |
| 1152 | .kr(2) |
| 1153 | .sr(1) |
| 1154 | .m(1) |
| 1155 | .n(n) |
| 1156 | .k(k) |
| 1157 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1158 | } |
| 1159 | } |
| 1160 | } |
| 1161 | |
| 1162 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_LD1R, n_gt_8_strided_cn) { |
| 1163 | TEST_REQUIRES_ARM_NEON; |
| 1164 | for (uint32_t n = 9; n < 16; n++) { |
| 1165 | for (size_t k = 1; k <= 80; k += 17) { |
| 1166 | GemmMicrokernelTester() |
| 1167 | .mr(1) |
| 1168 | .nr(8) |
| 1169 | .kr(2) |
| 1170 | .sr(1) |
| 1171 | .m(1) |
| 1172 | .n(n) |
| 1173 | .k(k) |
| 1174 | .cn_stride(11) |
| 1175 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1176 | } |
| 1177 | } |
| 1178 | } |
| 1179 | |
| 1180 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_LD1R, n_gt_8_subtile) { |
| 1181 | TEST_REQUIRES_ARM_NEON; |
| 1182 | for (uint32_t n = 9; n < 16; n++) { |
| 1183 | for (size_t k = 1; k <= 80; k += 17) { |
| 1184 | for (uint32_t m = 1; m <= 1; m++) { |
| 1185 | GemmMicrokernelTester() |
| 1186 | .mr(1) |
| 1187 | .nr(8) |
| 1188 | .kr(2) |
| 1189 | .sr(1) |
| 1190 | .m(m) |
| 1191 | .n(n) |
| 1192 | .k(k) |
| 1193 | .iterations(1) |
| 1194 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1195 | } |
| 1196 | } |
| 1197 | } |
| 1198 | } |
| 1199 | |
| 1200 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_LD1R, n_div_8) { |
| 1201 | TEST_REQUIRES_ARM_NEON; |
| 1202 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 1203 | for (size_t k = 1; k <= 80; k += 17) { |
| 1204 | GemmMicrokernelTester() |
| 1205 | .mr(1) |
| 1206 | .nr(8) |
| 1207 | .kr(2) |
| 1208 | .sr(1) |
| 1209 | .m(1) |
| 1210 | .n(n) |
| 1211 | .k(k) |
| 1212 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1213 | } |
| 1214 | } |
| 1215 | } |
| 1216 | |
| 1217 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_LD1R, n_div_8_strided_cn) { |
| 1218 | TEST_REQUIRES_ARM_NEON; |
| 1219 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 1220 | for (size_t k = 1; k <= 80; k += 17) { |
| 1221 | GemmMicrokernelTester() |
| 1222 | .mr(1) |
| 1223 | .nr(8) |
| 1224 | .kr(2) |
| 1225 | .sr(1) |
| 1226 | .m(1) |
| 1227 | .n(n) |
| 1228 | .k(k) |
| 1229 | .cn_stride(11) |
| 1230 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1231 | } |
| 1232 | } |
| 1233 | } |
| 1234 | |
| 1235 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_LD1R, n_div_8_subtile) { |
| 1236 | TEST_REQUIRES_ARM_NEON; |
| 1237 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 1238 | for (size_t k = 1; k <= 80; k += 17) { |
| 1239 | for (uint32_t m = 1; m <= 1; m++) { |
| 1240 | GemmMicrokernelTester() |
| 1241 | .mr(1) |
| 1242 | .nr(8) |
| 1243 | .kr(2) |
| 1244 | .sr(1) |
| 1245 | .m(m) |
| 1246 | .n(n) |
| 1247 | .k(k) |
| 1248 | .iterations(1) |
| 1249 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1250 | } |
| 1251 | } |
| 1252 | } |
| 1253 | } |
| 1254 | |
| 1255 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_LD1R, small_kernel) { |
| 1256 | TEST_REQUIRES_ARM_NEON; |
| 1257 | for (size_t k = 1; k <= 80; k += 17) { |
| 1258 | GemmMicrokernelTester() |
| 1259 | .mr(1) |
| 1260 | .nr(8) |
| 1261 | .kr(2) |
| 1262 | .sr(1) |
| 1263 | .m(1) |
| 1264 | .n(8) |
| 1265 | .k(k) |
| 1266 | .ks(3) |
| 1267 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1268 | } |
| 1269 | } |
| 1270 | |
| 1271 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_LD1R, small_kernel_subtile) { |
| 1272 | TEST_REQUIRES_ARM_NEON; |
| 1273 | for (size_t k = 1; k <= 80; k += 17) { |
| 1274 | for (uint32_t n = 1; n <= 8; n++) { |
| 1275 | for (uint32_t m = 1; m <= 1; m++) { |
| 1276 | GemmMicrokernelTester() |
| 1277 | .mr(1) |
| 1278 | .nr(8) |
| 1279 | .kr(2) |
| 1280 | .sr(1) |
| 1281 | .m(m) |
| 1282 | .n(n) |
| 1283 | .k(k) |
| 1284 | .ks(3) |
| 1285 | .iterations(1) |
| 1286 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1287 | } |
| 1288 | } |
| 1289 | } |
| 1290 | } |
| 1291 | |
| 1292 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_LD1R, n_gt_8_small_kernel) { |
| 1293 | TEST_REQUIRES_ARM_NEON; |
| 1294 | for (uint32_t n = 9; n < 16; n++) { |
| 1295 | for (size_t k = 1; k <= 80; k += 17) { |
| 1296 | GemmMicrokernelTester() |
| 1297 | .mr(1) |
| 1298 | .nr(8) |
| 1299 | .kr(2) |
| 1300 | .sr(1) |
| 1301 | .m(1) |
| 1302 | .n(n) |
| 1303 | .k(k) |
| 1304 | .ks(3) |
| 1305 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1306 | } |
| 1307 | } |
| 1308 | } |
| 1309 | |
| 1310 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_LD1R, n_div_8_small_kernel) { |
| 1311 | TEST_REQUIRES_ARM_NEON; |
| 1312 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 1313 | for (size_t k = 1; k <= 80; k += 17) { |
| 1314 | GemmMicrokernelTester() |
| 1315 | .mr(1) |
| 1316 | .nr(8) |
| 1317 | .kr(2) |
| 1318 | .sr(1) |
| 1319 | .m(1) |
| 1320 | .n(n) |
| 1321 | .k(k) |
| 1322 | .ks(3) |
| 1323 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1324 | } |
| 1325 | } |
| 1326 | } |
| 1327 | |
| 1328 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_LD1R, strided_cm_subtile) { |
| 1329 | TEST_REQUIRES_ARM_NEON; |
| 1330 | for (size_t k = 1; k <= 80; k += 17) { |
| 1331 | for (uint32_t n = 1; n <= 8; n++) { |
| 1332 | for (uint32_t m = 1; m <= 1; m++) { |
| 1333 | GemmMicrokernelTester() |
| 1334 | .mr(1) |
| 1335 | .nr(8) |
| 1336 | .kr(2) |
| 1337 | .sr(1) |
| 1338 | .m(m) |
| 1339 | .n(n) |
| 1340 | .k(k) |
| 1341 | .cm_stride(11) |
| 1342 | .iterations(1) |
| 1343 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1344 | } |
| 1345 | } |
| 1346 | } |
| 1347 | } |
| 1348 | |
| 1349 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_LD1R, a_offset) { |
| 1350 | TEST_REQUIRES_ARM_NEON; |
| 1351 | for (size_t k = 1; k <= 80; k += 17) { |
| 1352 | GemmMicrokernelTester() |
| 1353 | .mr(1) |
| 1354 | .nr(8) |
| 1355 | .kr(2) |
| 1356 | .sr(1) |
| 1357 | .m(1) |
| 1358 | .n(8) |
| 1359 | .k(k) |
| 1360 | .ks(3) |
| 1361 | .a_offset(83) |
| 1362 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1363 | } |
| 1364 | } |
| 1365 | |
| 1366 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_LD1R, zero) { |
| 1367 | TEST_REQUIRES_ARM_NEON; |
| 1368 | for (size_t k = 1; k <= 80; k += 17) { |
| 1369 | for (uint32_t mz = 0; mz < 1; mz++) { |
| 1370 | GemmMicrokernelTester() |
| 1371 | .mr(1) |
| 1372 | .nr(8) |
| 1373 | .kr(2) |
| 1374 | .sr(1) |
| 1375 | .m(1) |
| 1376 | .n(8) |
| 1377 | .k(k) |
| 1378 | .ks(3) |
| 1379 | .a_offset(83) |
| 1380 | .zero_index(mz) |
| 1381 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1382 | } |
| 1383 | } |
| 1384 | } |
| 1385 | |
| 1386 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_LD1R, qmin) { |
| 1387 | TEST_REQUIRES_ARM_NEON; |
| 1388 | GemmMicrokernelTester() |
| 1389 | .mr(1) |
| 1390 | .nr(8) |
| 1391 | .kr(2) |
| 1392 | .sr(1) |
| 1393 | .m(1) |
| 1394 | .n(8) |
| 1395 | .k(16) |
| 1396 | .qmin(128) |
| 1397 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1398 | } |
| 1399 | |
| 1400 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_LD1R, qmax) { |
| 1401 | TEST_REQUIRES_ARM_NEON; |
| 1402 | GemmMicrokernelTester() |
| 1403 | .mr(1) |
| 1404 | .nr(8) |
| 1405 | .kr(2) |
| 1406 | .sr(1) |
| 1407 | .m(1) |
| 1408 | .n(8) |
| 1409 | .k(16) |
| 1410 | .qmax(128) |
| 1411 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1412 | } |
| 1413 | |
| 1414 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_LD1R, strided_cm) { |
| 1415 | TEST_REQUIRES_ARM_NEON; |
| 1416 | GemmMicrokernelTester() |
| 1417 | .mr(1) |
| 1418 | .nr(8) |
| 1419 | .kr(2) |
| 1420 | .sr(1) |
| 1421 | .m(1) |
| 1422 | .n(8) |
| 1423 | .k(16) |
| 1424 | .cm_stride(11) |
| 1425 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1426 | } |
| 1427 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 1428 | |
| 1429 | |
| 1430 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 1431 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MULL_LD2R, k_eq_8) { |
| 1432 | TEST_REQUIRES_ARM_NEON; |
| 1433 | GemmMicrokernelTester() |
| 1434 | .mr(2) |
| 1435 | .nr(8) |
| 1436 | .kr(2) |
| 1437 | .sr(1) |
| 1438 | .m(2) |
| 1439 | .n(8) |
| 1440 | .k(8) |
| 1441 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1442 | } |
| 1443 | |
| 1444 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MULL_LD2R, strided_cn) { |
| 1445 | TEST_REQUIRES_ARM_NEON; |
| 1446 | GemmMicrokernelTester() |
| 1447 | .mr(2) |
| 1448 | .nr(8) |
| 1449 | .kr(2) |
| 1450 | .sr(1) |
| 1451 | .m(2) |
| 1452 | .n(8) |
| 1453 | .k(8) |
| 1454 | .cn_stride(11) |
| 1455 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1456 | } |
| 1457 | |
| 1458 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MULL_LD2R, k_eq_8_subtile) { |
| 1459 | TEST_REQUIRES_ARM_NEON; |
| 1460 | for (uint32_t n = 1; n <= 8; n++) { |
| 1461 | for (uint32_t m = 1; m <= 2; m++) { |
| 1462 | GemmMicrokernelTester() |
| 1463 | .mr(2) |
| 1464 | .nr(8) |
| 1465 | .kr(2) |
| 1466 | .sr(1) |
| 1467 | .m(m) |
| 1468 | .n(n) |
| 1469 | .k(8) |
| 1470 | .iterations(1) |
| 1471 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1472 | } |
| 1473 | } |
| 1474 | } |
| 1475 | |
| 1476 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MULL_LD2R, k_eq_8_subtile_m) { |
| 1477 | TEST_REQUIRES_ARM_NEON; |
| 1478 | for (uint32_t m = 1; m <= 2; m++) { |
| 1479 | GemmMicrokernelTester() |
| 1480 | .mr(2) |
| 1481 | .nr(8) |
| 1482 | .kr(2) |
| 1483 | .sr(1) |
| 1484 | .m(m) |
| 1485 | .n(8) |
| 1486 | .k(8) |
| 1487 | .iterations(1) |
| 1488 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1489 | } |
| 1490 | } |
| 1491 | |
| 1492 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MULL_LD2R, k_eq_8_subtile_n) { |
| 1493 | TEST_REQUIRES_ARM_NEON; |
| 1494 | for (uint32_t n = 1; n <= 8; n++) { |
| 1495 | GemmMicrokernelTester() |
| 1496 | .mr(2) |
| 1497 | .nr(8) |
| 1498 | .kr(2) |
| 1499 | .sr(1) |
| 1500 | .m(2) |
| 1501 | .n(n) |
| 1502 | .k(8) |
| 1503 | .iterations(1) |
| 1504 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1505 | } |
| 1506 | } |
| 1507 | |
| 1508 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MULL_LD2R, k_lt_8) { |
| 1509 | TEST_REQUIRES_ARM_NEON; |
| 1510 | for (size_t k = 1; k < 8; k++) { |
| 1511 | GemmMicrokernelTester() |
| 1512 | .mr(2) |
| 1513 | .nr(8) |
| 1514 | .kr(2) |
| 1515 | .sr(1) |
| 1516 | .m(2) |
| 1517 | .n(8) |
| 1518 | .k(k) |
| 1519 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1520 | } |
| 1521 | } |
| 1522 | |
| 1523 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MULL_LD2R, k_lt_8_subtile) { |
| 1524 | TEST_REQUIRES_ARM_NEON; |
| 1525 | for (size_t k = 1; k < 8; k++) { |
| 1526 | for (uint32_t n = 1; n <= 8; n++) { |
| 1527 | for (uint32_t m = 1; m <= 2; m++) { |
| 1528 | GemmMicrokernelTester() |
| 1529 | .mr(2) |
| 1530 | .nr(8) |
| 1531 | .kr(2) |
| 1532 | .sr(1) |
| 1533 | .m(m) |
| 1534 | .n(n) |
| 1535 | .k(k) |
| 1536 | .iterations(1) |
| 1537 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1538 | } |
| 1539 | } |
| 1540 | } |
| 1541 | } |
| 1542 | |
| 1543 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MULL_LD2R, k_gt_8) { |
| 1544 | TEST_REQUIRES_ARM_NEON; |
| 1545 | for (size_t k = 9; k < 16; k++) { |
| 1546 | GemmMicrokernelTester() |
| 1547 | .mr(2) |
| 1548 | .nr(8) |
| 1549 | .kr(2) |
| 1550 | .sr(1) |
| 1551 | .m(2) |
| 1552 | .n(8) |
| 1553 | .k(k) |
| 1554 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1555 | } |
| 1556 | } |
| 1557 | |
| 1558 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MULL_LD2R, k_gt_8_subtile) { |
| 1559 | TEST_REQUIRES_ARM_NEON; |
| 1560 | for (size_t k = 9; k < 16; k++) { |
| 1561 | for (uint32_t n = 1; n <= 8; n++) { |
| 1562 | for (uint32_t m = 1; m <= 2; m++) { |
| 1563 | GemmMicrokernelTester() |
| 1564 | .mr(2) |
| 1565 | .nr(8) |
| 1566 | .kr(2) |
| 1567 | .sr(1) |
| 1568 | .m(m) |
| 1569 | .n(n) |
| 1570 | .k(k) |
| 1571 | .iterations(1) |
| 1572 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1573 | } |
| 1574 | } |
| 1575 | } |
| 1576 | } |
| 1577 | |
| 1578 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MULL_LD2R, k_div_8) { |
| 1579 | TEST_REQUIRES_ARM_NEON; |
| 1580 | for (size_t k = 16; k <= 80; k += 8) { |
| 1581 | GemmMicrokernelTester() |
| 1582 | .mr(2) |
| 1583 | .nr(8) |
| 1584 | .kr(2) |
| 1585 | .sr(1) |
| 1586 | .m(2) |
| 1587 | .n(8) |
| 1588 | .k(k) |
| 1589 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1590 | } |
| 1591 | } |
| 1592 | |
| 1593 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MULL_LD2R, k_div_8_subtile) { |
| 1594 | TEST_REQUIRES_ARM_NEON; |
| 1595 | for (size_t k = 16; k <= 80; k += 8) { |
| 1596 | for (uint32_t n = 1; n <= 8; n++) { |
| 1597 | for (uint32_t m = 1; m <= 2; m++) { |
| 1598 | GemmMicrokernelTester() |
| 1599 | .mr(2) |
| 1600 | .nr(8) |
| 1601 | .kr(2) |
| 1602 | .sr(1) |
| 1603 | .m(m) |
| 1604 | .n(n) |
| 1605 | .k(k) |
| 1606 | .iterations(1) |
| 1607 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1608 | } |
| 1609 | } |
| 1610 | } |
| 1611 | } |
| 1612 | |
| 1613 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MULL_LD2R, n_gt_8) { |
| 1614 | TEST_REQUIRES_ARM_NEON; |
| 1615 | for (uint32_t n = 9; n < 16; n++) { |
| 1616 | for (size_t k = 1; k <= 40; k += 9) { |
| 1617 | GemmMicrokernelTester() |
| 1618 | .mr(2) |
| 1619 | .nr(8) |
| 1620 | .kr(2) |
| 1621 | .sr(1) |
| 1622 | .m(2) |
| 1623 | .n(n) |
| 1624 | .k(k) |
| 1625 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1626 | } |
| 1627 | } |
| 1628 | } |
| 1629 | |
| 1630 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MULL_LD2R, n_gt_8_strided_cn) { |
| 1631 | TEST_REQUIRES_ARM_NEON; |
| 1632 | for (uint32_t n = 9; n < 16; n++) { |
| 1633 | for (size_t k = 1; k <= 40; k += 9) { |
| 1634 | GemmMicrokernelTester() |
| 1635 | .mr(2) |
| 1636 | .nr(8) |
| 1637 | .kr(2) |
| 1638 | .sr(1) |
| 1639 | .m(2) |
| 1640 | .n(n) |
| 1641 | .k(k) |
| 1642 | .cn_stride(11) |
| 1643 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1644 | } |
| 1645 | } |
| 1646 | } |
| 1647 | |
| 1648 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MULL_LD2R, n_gt_8_subtile) { |
| 1649 | TEST_REQUIRES_ARM_NEON; |
| 1650 | for (uint32_t n = 9; n < 16; n++) { |
| 1651 | for (size_t k = 1; k <= 40; k += 9) { |
| 1652 | for (uint32_t m = 1; m <= 2; m++) { |
| 1653 | GemmMicrokernelTester() |
| 1654 | .mr(2) |
| 1655 | .nr(8) |
| 1656 | .kr(2) |
| 1657 | .sr(1) |
| 1658 | .m(m) |
| 1659 | .n(n) |
| 1660 | .k(k) |
| 1661 | .iterations(1) |
| 1662 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1663 | } |
| 1664 | } |
| 1665 | } |
| 1666 | } |
| 1667 | |
| 1668 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MULL_LD2R, n_div_8) { |
| 1669 | TEST_REQUIRES_ARM_NEON; |
| 1670 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 1671 | for (size_t k = 1; k <= 40; k += 9) { |
| 1672 | GemmMicrokernelTester() |
| 1673 | .mr(2) |
| 1674 | .nr(8) |
| 1675 | .kr(2) |
| 1676 | .sr(1) |
| 1677 | .m(2) |
| 1678 | .n(n) |
| 1679 | .k(k) |
| 1680 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1681 | } |
| 1682 | } |
| 1683 | } |
| 1684 | |
| 1685 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MULL_LD2R, n_div_8_strided_cn) { |
| 1686 | TEST_REQUIRES_ARM_NEON; |
| 1687 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 1688 | for (size_t k = 1; k <= 40; k += 9) { |
| 1689 | GemmMicrokernelTester() |
| 1690 | .mr(2) |
| 1691 | .nr(8) |
| 1692 | .kr(2) |
| 1693 | .sr(1) |
| 1694 | .m(2) |
| 1695 | .n(n) |
| 1696 | .k(k) |
| 1697 | .cn_stride(11) |
| 1698 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1699 | } |
| 1700 | } |
| 1701 | } |
| 1702 | |
| 1703 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MULL_LD2R, n_div_8_subtile) { |
| 1704 | TEST_REQUIRES_ARM_NEON; |
| 1705 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 1706 | for (size_t k = 1; k <= 40; k += 9) { |
| 1707 | for (uint32_t m = 1; m <= 2; m++) { |
| 1708 | GemmMicrokernelTester() |
| 1709 | .mr(2) |
| 1710 | .nr(8) |
| 1711 | .kr(2) |
| 1712 | .sr(1) |
| 1713 | .m(m) |
| 1714 | .n(n) |
| 1715 | .k(k) |
| 1716 | .iterations(1) |
| 1717 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1718 | } |
| 1719 | } |
| 1720 | } |
| 1721 | } |
| 1722 | |
| 1723 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MULL_LD2R, small_kernel) { |
| 1724 | TEST_REQUIRES_ARM_NEON; |
| 1725 | for (size_t k = 1; k <= 40; k += 9) { |
| 1726 | GemmMicrokernelTester() |
| 1727 | .mr(2) |
| 1728 | .nr(8) |
| 1729 | .kr(2) |
| 1730 | .sr(1) |
| 1731 | .m(2) |
| 1732 | .n(8) |
| 1733 | .k(k) |
| 1734 | .ks(3) |
| 1735 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1736 | } |
| 1737 | } |
| 1738 | |
| 1739 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MULL_LD2R, small_kernel_subtile) { |
| 1740 | TEST_REQUIRES_ARM_NEON; |
| 1741 | for (size_t k = 1; k <= 40; k += 9) { |
| 1742 | for (uint32_t n = 1; n <= 8; n++) { |
| 1743 | for (uint32_t m = 1; m <= 2; m++) { |
| 1744 | GemmMicrokernelTester() |
| 1745 | .mr(2) |
| 1746 | .nr(8) |
| 1747 | .kr(2) |
| 1748 | .sr(1) |
| 1749 | .m(m) |
| 1750 | .n(n) |
| 1751 | .k(k) |
| 1752 | .ks(3) |
| 1753 | .iterations(1) |
| 1754 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1755 | } |
| 1756 | } |
| 1757 | } |
| 1758 | } |
| 1759 | |
| 1760 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MULL_LD2R, n_gt_8_small_kernel) { |
| 1761 | TEST_REQUIRES_ARM_NEON; |
| 1762 | for (uint32_t n = 9; n < 16; n++) { |
| 1763 | for (size_t k = 1; k <= 40; k += 9) { |
| 1764 | GemmMicrokernelTester() |
| 1765 | .mr(2) |
| 1766 | .nr(8) |
| 1767 | .kr(2) |
| 1768 | .sr(1) |
| 1769 | .m(2) |
| 1770 | .n(n) |
| 1771 | .k(k) |
| 1772 | .ks(3) |
| 1773 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1774 | } |
| 1775 | } |
| 1776 | } |
| 1777 | |
| 1778 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MULL_LD2R, n_div_8_small_kernel) { |
| 1779 | TEST_REQUIRES_ARM_NEON; |
| 1780 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 1781 | for (size_t k = 1; k <= 40; k += 9) { |
| 1782 | GemmMicrokernelTester() |
| 1783 | .mr(2) |
| 1784 | .nr(8) |
| 1785 | .kr(2) |
| 1786 | .sr(1) |
| 1787 | .m(2) |
| 1788 | .n(n) |
| 1789 | .k(k) |
| 1790 | .ks(3) |
| 1791 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1792 | } |
| 1793 | } |
| 1794 | } |
| 1795 | |
| 1796 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MULL_LD2R, strided_cm_subtile) { |
| 1797 | TEST_REQUIRES_ARM_NEON; |
| 1798 | for (size_t k = 1; k <= 40; k += 9) { |
| 1799 | for (uint32_t n = 1; n <= 8; n++) { |
| 1800 | for (uint32_t m = 1; m <= 2; m++) { |
| 1801 | GemmMicrokernelTester() |
| 1802 | .mr(2) |
| 1803 | .nr(8) |
| 1804 | .kr(2) |
| 1805 | .sr(1) |
| 1806 | .m(m) |
| 1807 | .n(n) |
| 1808 | .k(k) |
| 1809 | .cm_stride(11) |
| 1810 | .iterations(1) |
| 1811 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1812 | } |
| 1813 | } |
| 1814 | } |
| 1815 | } |
| 1816 | |
| 1817 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MULL_LD2R, a_offset) { |
| 1818 | TEST_REQUIRES_ARM_NEON; |
| 1819 | for (size_t k = 1; k <= 40; k += 9) { |
| 1820 | GemmMicrokernelTester() |
| 1821 | .mr(2) |
| 1822 | .nr(8) |
| 1823 | .kr(2) |
| 1824 | .sr(1) |
| 1825 | .m(2) |
| 1826 | .n(8) |
| 1827 | .k(k) |
| 1828 | .ks(3) |
| 1829 | .a_offset(83) |
| 1830 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1831 | } |
| 1832 | } |
| 1833 | |
| 1834 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MULL_LD2R, zero) { |
| 1835 | TEST_REQUIRES_ARM_NEON; |
| 1836 | for (size_t k = 1; k <= 40; k += 9) { |
| 1837 | for (uint32_t mz = 0; mz < 2; mz++) { |
| 1838 | GemmMicrokernelTester() |
| 1839 | .mr(2) |
| 1840 | .nr(8) |
| 1841 | .kr(2) |
| 1842 | .sr(1) |
| 1843 | .m(2) |
| 1844 | .n(8) |
| 1845 | .k(k) |
| 1846 | .ks(3) |
| 1847 | .a_offset(83) |
| 1848 | .zero_index(mz) |
| 1849 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1850 | } |
| 1851 | } |
| 1852 | } |
| 1853 | |
| 1854 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MULL_LD2R, qmin) { |
| 1855 | TEST_REQUIRES_ARM_NEON; |
| 1856 | GemmMicrokernelTester() |
| 1857 | .mr(2) |
| 1858 | .nr(8) |
| 1859 | .kr(2) |
| 1860 | .sr(1) |
| 1861 | .m(2) |
| 1862 | .n(8) |
| 1863 | .k(8) |
| 1864 | .qmin(128) |
| 1865 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1866 | } |
| 1867 | |
| 1868 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MULL_LD2R, qmax) { |
| 1869 | TEST_REQUIRES_ARM_NEON; |
| 1870 | GemmMicrokernelTester() |
| 1871 | .mr(2) |
| 1872 | .nr(8) |
| 1873 | .kr(2) |
| 1874 | .sr(1) |
| 1875 | .m(2) |
| 1876 | .n(8) |
| 1877 | .k(8) |
| 1878 | .qmax(128) |
| 1879 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1880 | } |
| 1881 | |
| 1882 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MULL_LD2R, strided_cm) { |
| 1883 | TEST_REQUIRES_ARM_NEON; |
| 1884 | GemmMicrokernelTester() |
| 1885 | .mr(2) |
| 1886 | .nr(8) |
| 1887 | .kr(2) |
| 1888 | .sr(1) |
| 1889 | .m(2) |
| 1890 | .n(8) |
| 1891 | .k(8) |
| 1892 | .cm_stride(11) |
| 1893 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1894 | } |
| 1895 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 1896 | |
| 1897 | |
| 1898 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 1899 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MLAL_LD2R, k_eq_16) { |
| 1900 | TEST_REQUIRES_ARM_NEON; |
| 1901 | GemmMicrokernelTester() |
| 1902 | .mr(2) |
| 1903 | .nr(8) |
| 1904 | .kr(2) |
| 1905 | .sr(1) |
| 1906 | .m(2) |
| 1907 | .n(8) |
| 1908 | .k(16) |
| 1909 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1910 | } |
| 1911 | |
| 1912 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MLAL_LD2R, strided_cn) { |
| 1913 | TEST_REQUIRES_ARM_NEON; |
| 1914 | GemmMicrokernelTester() |
| 1915 | .mr(2) |
| 1916 | .nr(8) |
| 1917 | .kr(2) |
| 1918 | .sr(1) |
| 1919 | .m(2) |
| 1920 | .n(8) |
| 1921 | .k(16) |
| 1922 | .cn_stride(11) |
| 1923 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1924 | } |
| 1925 | |
| 1926 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MLAL_LD2R, k_eq_16_subtile) { |
| 1927 | TEST_REQUIRES_ARM_NEON; |
| 1928 | for (uint32_t n = 1; n <= 8; n++) { |
| 1929 | for (uint32_t m = 1; m <= 2; m++) { |
| 1930 | GemmMicrokernelTester() |
| 1931 | .mr(2) |
| 1932 | .nr(8) |
| 1933 | .kr(2) |
| 1934 | .sr(1) |
| 1935 | .m(m) |
| 1936 | .n(n) |
| 1937 | .k(16) |
| 1938 | .iterations(1) |
| 1939 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1940 | } |
| 1941 | } |
| 1942 | } |
| 1943 | |
| 1944 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MLAL_LD2R, k_eq_16_subtile_m) { |
| 1945 | TEST_REQUIRES_ARM_NEON; |
| 1946 | for (uint32_t m = 1; m <= 2; m++) { |
| 1947 | GemmMicrokernelTester() |
| 1948 | .mr(2) |
| 1949 | .nr(8) |
| 1950 | .kr(2) |
| 1951 | .sr(1) |
| 1952 | .m(m) |
| 1953 | .n(8) |
| 1954 | .k(16) |
| 1955 | .iterations(1) |
| 1956 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1957 | } |
| 1958 | } |
| 1959 | |
| 1960 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MLAL_LD2R, k_eq_16_subtile_n) { |
| 1961 | TEST_REQUIRES_ARM_NEON; |
| 1962 | for (uint32_t n = 1; n <= 8; n++) { |
| 1963 | GemmMicrokernelTester() |
| 1964 | .mr(2) |
| 1965 | .nr(8) |
| 1966 | .kr(2) |
| 1967 | .sr(1) |
| 1968 | .m(2) |
| 1969 | .n(n) |
| 1970 | .k(16) |
| 1971 | .iterations(1) |
| 1972 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1973 | } |
| 1974 | } |
| 1975 | |
| 1976 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MLAL_LD2R, k_lt_16) { |
| 1977 | TEST_REQUIRES_ARM_NEON; |
| 1978 | for (size_t k = 1; k < 16; k++) { |
| 1979 | GemmMicrokernelTester() |
| 1980 | .mr(2) |
| 1981 | .nr(8) |
| 1982 | .kr(2) |
| 1983 | .sr(1) |
| 1984 | .m(2) |
| 1985 | .n(8) |
| 1986 | .k(k) |
| 1987 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 1988 | } |
| 1989 | } |
| 1990 | |
| 1991 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MLAL_LD2R, k_lt_16_subtile) { |
| 1992 | TEST_REQUIRES_ARM_NEON; |
| 1993 | for (size_t k = 1; k < 16; k++) { |
| 1994 | for (uint32_t n = 1; n <= 8; n++) { |
| 1995 | for (uint32_t m = 1; m <= 2; m++) { |
| 1996 | GemmMicrokernelTester() |
| 1997 | .mr(2) |
| 1998 | .nr(8) |
| 1999 | .kr(2) |
| 2000 | .sr(1) |
| 2001 | .m(m) |
| 2002 | .n(n) |
| 2003 | .k(k) |
| 2004 | .iterations(1) |
| 2005 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2006 | } |
| 2007 | } |
| 2008 | } |
| 2009 | } |
| 2010 | |
| 2011 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MLAL_LD2R, k_gt_16) { |
| 2012 | TEST_REQUIRES_ARM_NEON; |
| 2013 | for (size_t k = 17; k < 32; k++) { |
| 2014 | GemmMicrokernelTester() |
| 2015 | .mr(2) |
| 2016 | .nr(8) |
| 2017 | .kr(2) |
| 2018 | .sr(1) |
| 2019 | .m(2) |
| 2020 | .n(8) |
| 2021 | .k(k) |
| 2022 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2023 | } |
| 2024 | } |
| 2025 | |
| 2026 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MLAL_LD2R, k_gt_16_subtile) { |
| 2027 | TEST_REQUIRES_ARM_NEON; |
| 2028 | for (size_t k = 17; k < 32; k++) { |
| 2029 | for (uint32_t n = 1; n <= 8; n++) { |
| 2030 | for (uint32_t m = 1; m <= 2; m++) { |
| 2031 | GemmMicrokernelTester() |
| 2032 | .mr(2) |
| 2033 | .nr(8) |
| 2034 | .kr(2) |
| 2035 | .sr(1) |
| 2036 | .m(m) |
| 2037 | .n(n) |
| 2038 | .k(k) |
| 2039 | .iterations(1) |
| 2040 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2041 | } |
| 2042 | } |
| 2043 | } |
| 2044 | } |
| 2045 | |
| 2046 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MLAL_LD2R, k_div_16) { |
| 2047 | TEST_REQUIRES_ARM_NEON; |
| 2048 | for (size_t k = 32; k <= 160; k += 16) { |
| 2049 | GemmMicrokernelTester() |
| 2050 | .mr(2) |
| 2051 | .nr(8) |
| 2052 | .kr(2) |
| 2053 | .sr(1) |
| 2054 | .m(2) |
| 2055 | .n(8) |
| 2056 | .k(k) |
| 2057 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2058 | } |
| 2059 | } |
| 2060 | |
| 2061 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MLAL_LD2R, k_div_16_subtile) { |
| 2062 | TEST_REQUIRES_ARM_NEON; |
| 2063 | for (size_t k = 32; k <= 160; k += 16) { |
| 2064 | for (uint32_t n = 1; n <= 8; n++) { |
| 2065 | for (uint32_t m = 1; m <= 2; m++) { |
| 2066 | GemmMicrokernelTester() |
| 2067 | .mr(2) |
| 2068 | .nr(8) |
| 2069 | .kr(2) |
| 2070 | .sr(1) |
| 2071 | .m(m) |
| 2072 | .n(n) |
| 2073 | .k(k) |
| 2074 | .iterations(1) |
| 2075 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2076 | } |
| 2077 | } |
| 2078 | } |
| 2079 | } |
| 2080 | |
| 2081 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MLAL_LD2R, n_gt_8) { |
| 2082 | TEST_REQUIRES_ARM_NEON; |
| 2083 | for (uint32_t n = 9; n < 16; n++) { |
| 2084 | for (size_t k = 1; k <= 80; k += 17) { |
| 2085 | GemmMicrokernelTester() |
| 2086 | .mr(2) |
| 2087 | .nr(8) |
| 2088 | .kr(2) |
| 2089 | .sr(1) |
| 2090 | .m(2) |
| 2091 | .n(n) |
| 2092 | .k(k) |
| 2093 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2094 | } |
| 2095 | } |
| 2096 | } |
| 2097 | |
| 2098 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MLAL_LD2R, n_gt_8_strided_cn) { |
| 2099 | TEST_REQUIRES_ARM_NEON; |
| 2100 | for (uint32_t n = 9; n < 16; n++) { |
| 2101 | for (size_t k = 1; k <= 80; k += 17) { |
| 2102 | GemmMicrokernelTester() |
| 2103 | .mr(2) |
| 2104 | .nr(8) |
| 2105 | .kr(2) |
| 2106 | .sr(1) |
| 2107 | .m(2) |
| 2108 | .n(n) |
| 2109 | .k(k) |
| 2110 | .cn_stride(11) |
| 2111 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2112 | } |
| 2113 | } |
| 2114 | } |
| 2115 | |
| 2116 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MLAL_LD2R, n_gt_8_subtile) { |
| 2117 | TEST_REQUIRES_ARM_NEON; |
| 2118 | for (uint32_t n = 9; n < 16; n++) { |
| 2119 | for (size_t k = 1; k <= 80; k += 17) { |
| 2120 | for (uint32_t m = 1; m <= 2; m++) { |
| 2121 | GemmMicrokernelTester() |
| 2122 | .mr(2) |
| 2123 | .nr(8) |
| 2124 | .kr(2) |
| 2125 | .sr(1) |
| 2126 | .m(m) |
| 2127 | .n(n) |
| 2128 | .k(k) |
| 2129 | .iterations(1) |
| 2130 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2131 | } |
| 2132 | } |
| 2133 | } |
| 2134 | } |
| 2135 | |
| 2136 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MLAL_LD2R, n_div_8) { |
| 2137 | TEST_REQUIRES_ARM_NEON; |
| 2138 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 2139 | for (size_t k = 1; k <= 80; k += 17) { |
| 2140 | GemmMicrokernelTester() |
| 2141 | .mr(2) |
| 2142 | .nr(8) |
| 2143 | .kr(2) |
| 2144 | .sr(1) |
| 2145 | .m(2) |
| 2146 | .n(n) |
| 2147 | .k(k) |
| 2148 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2149 | } |
| 2150 | } |
| 2151 | } |
| 2152 | |
| 2153 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MLAL_LD2R, n_div_8_strided_cn) { |
| 2154 | TEST_REQUIRES_ARM_NEON; |
| 2155 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 2156 | for (size_t k = 1; k <= 80; k += 17) { |
| 2157 | GemmMicrokernelTester() |
| 2158 | .mr(2) |
| 2159 | .nr(8) |
| 2160 | .kr(2) |
| 2161 | .sr(1) |
| 2162 | .m(2) |
| 2163 | .n(n) |
| 2164 | .k(k) |
| 2165 | .cn_stride(11) |
| 2166 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2167 | } |
| 2168 | } |
| 2169 | } |
| 2170 | |
| 2171 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MLAL_LD2R, n_div_8_subtile) { |
| 2172 | TEST_REQUIRES_ARM_NEON; |
| 2173 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 2174 | for (size_t k = 1; k <= 80; k += 17) { |
| 2175 | for (uint32_t m = 1; m <= 2; m++) { |
| 2176 | GemmMicrokernelTester() |
| 2177 | .mr(2) |
| 2178 | .nr(8) |
| 2179 | .kr(2) |
| 2180 | .sr(1) |
| 2181 | .m(m) |
| 2182 | .n(n) |
| 2183 | .k(k) |
| 2184 | .iterations(1) |
| 2185 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2186 | } |
| 2187 | } |
| 2188 | } |
| 2189 | } |
| 2190 | |
| 2191 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MLAL_LD2R, small_kernel) { |
| 2192 | TEST_REQUIRES_ARM_NEON; |
| 2193 | for (size_t k = 1; k <= 80; k += 17) { |
| 2194 | GemmMicrokernelTester() |
| 2195 | .mr(2) |
| 2196 | .nr(8) |
| 2197 | .kr(2) |
| 2198 | .sr(1) |
| 2199 | .m(2) |
| 2200 | .n(8) |
| 2201 | .k(k) |
| 2202 | .ks(3) |
| 2203 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2204 | } |
| 2205 | } |
| 2206 | |
| 2207 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MLAL_LD2R, small_kernel_subtile) { |
| 2208 | TEST_REQUIRES_ARM_NEON; |
| 2209 | for (size_t k = 1; k <= 80; k += 17) { |
| 2210 | for (uint32_t n = 1; n <= 8; n++) { |
| 2211 | for (uint32_t m = 1; m <= 2; m++) { |
| 2212 | GemmMicrokernelTester() |
| 2213 | .mr(2) |
| 2214 | .nr(8) |
| 2215 | .kr(2) |
| 2216 | .sr(1) |
| 2217 | .m(m) |
| 2218 | .n(n) |
| 2219 | .k(k) |
| 2220 | .ks(3) |
| 2221 | .iterations(1) |
| 2222 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2223 | } |
| 2224 | } |
| 2225 | } |
| 2226 | } |
| 2227 | |
| 2228 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MLAL_LD2R, n_gt_8_small_kernel) { |
| 2229 | TEST_REQUIRES_ARM_NEON; |
| 2230 | for (uint32_t n = 9; n < 16; n++) { |
| 2231 | for (size_t k = 1; k <= 80; k += 17) { |
| 2232 | GemmMicrokernelTester() |
| 2233 | .mr(2) |
| 2234 | .nr(8) |
| 2235 | .kr(2) |
| 2236 | .sr(1) |
| 2237 | .m(2) |
| 2238 | .n(n) |
| 2239 | .k(k) |
| 2240 | .ks(3) |
| 2241 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2242 | } |
| 2243 | } |
| 2244 | } |
| 2245 | |
| 2246 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MLAL_LD2R, n_div_8_small_kernel) { |
| 2247 | TEST_REQUIRES_ARM_NEON; |
| 2248 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 2249 | for (size_t k = 1; k <= 80; k += 17) { |
| 2250 | GemmMicrokernelTester() |
| 2251 | .mr(2) |
| 2252 | .nr(8) |
| 2253 | .kr(2) |
| 2254 | .sr(1) |
| 2255 | .m(2) |
| 2256 | .n(n) |
| 2257 | .k(k) |
| 2258 | .ks(3) |
| 2259 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2260 | } |
| 2261 | } |
| 2262 | } |
| 2263 | |
| 2264 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MLAL_LD2R, strided_cm_subtile) { |
| 2265 | TEST_REQUIRES_ARM_NEON; |
| 2266 | for (size_t k = 1; k <= 80; k += 17) { |
| 2267 | for (uint32_t n = 1; n <= 8; n++) { |
| 2268 | for (uint32_t m = 1; m <= 2; m++) { |
| 2269 | GemmMicrokernelTester() |
| 2270 | .mr(2) |
| 2271 | .nr(8) |
| 2272 | .kr(2) |
| 2273 | .sr(1) |
| 2274 | .m(m) |
| 2275 | .n(n) |
| 2276 | .k(k) |
| 2277 | .cm_stride(11) |
| 2278 | .iterations(1) |
| 2279 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2280 | } |
| 2281 | } |
| 2282 | } |
| 2283 | } |
| 2284 | |
| 2285 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MLAL_LD2R, a_offset) { |
| 2286 | TEST_REQUIRES_ARM_NEON; |
| 2287 | for (size_t k = 1; k <= 80; k += 17) { |
| 2288 | GemmMicrokernelTester() |
| 2289 | .mr(2) |
| 2290 | .nr(8) |
| 2291 | .kr(2) |
| 2292 | .sr(1) |
| 2293 | .m(2) |
| 2294 | .n(8) |
| 2295 | .k(k) |
| 2296 | .ks(3) |
| 2297 | .a_offset(163) |
| 2298 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2299 | } |
| 2300 | } |
| 2301 | |
| 2302 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MLAL_LD2R, zero) { |
| 2303 | TEST_REQUIRES_ARM_NEON; |
| 2304 | for (size_t k = 1; k <= 80; k += 17) { |
| 2305 | for (uint32_t mz = 0; mz < 2; mz++) { |
| 2306 | GemmMicrokernelTester() |
| 2307 | .mr(2) |
| 2308 | .nr(8) |
| 2309 | .kr(2) |
| 2310 | .sr(1) |
| 2311 | .m(2) |
| 2312 | .n(8) |
| 2313 | .k(k) |
| 2314 | .ks(3) |
| 2315 | .a_offset(163) |
| 2316 | .zero_index(mz) |
| 2317 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2318 | } |
| 2319 | } |
| 2320 | } |
| 2321 | |
| 2322 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MLAL_LD2R, qmin) { |
| 2323 | TEST_REQUIRES_ARM_NEON; |
| 2324 | GemmMicrokernelTester() |
| 2325 | .mr(2) |
| 2326 | .nr(8) |
| 2327 | .kr(2) |
| 2328 | .sr(1) |
| 2329 | .m(2) |
| 2330 | .n(8) |
| 2331 | .k(16) |
| 2332 | .qmin(128) |
| 2333 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2334 | } |
| 2335 | |
| 2336 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MLAL_LD2R, qmax) { |
| 2337 | TEST_REQUIRES_ARM_NEON; |
| 2338 | GemmMicrokernelTester() |
| 2339 | .mr(2) |
| 2340 | .nr(8) |
| 2341 | .kr(2) |
| 2342 | .sr(1) |
| 2343 | .m(2) |
| 2344 | .n(8) |
| 2345 | .k(16) |
| 2346 | .qmax(128) |
| 2347 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2348 | } |
| 2349 | |
| 2350 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2__NEON_MLAL_LD2R, strided_cm) { |
| 2351 | TEST_REQUIRES_ARM_NEON; |
| 2352 | GemmMicrokernelTester() |
| 2353 | .mr(2) |
| 2354 | .nr(8) |
| 2355 | .kr(2) |
| 2356 | .sr(1) |
| 2357 | .m(2) |
| 2358 | .n(8) |
| 2359 | .k(16) |
| 2360 | .cm_stride(11) |
| 2361 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2362 | } |
| 2363 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 2364 | |
| 2365 | |
| 2366 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 2367 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MULL_LD4R, k_eq_8) { |
| 2368 | TEST_REQUIRES_ARM_NEON; |
| 2369 | GemmMicrokernelTester() |
| 2370 | .mr(3) |
| 2371 | .nr(8) |
| 2372 | .kr(2) |
| 2373 | .sr(1) |
| 2374 | .m(3) |
| 2375 | .n(8) |
| 2376 | .k(8) |
| 2377 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2378 | } |
| 2379 | |
| 2380 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MULL_LD4R, strided_cn) { |
| 2381 | TEST_REQUIRES_ARM_NEON; |
| 2382 | GemmMicrokernelTester() |
| 2383 | .mr(3) |
| 2384 | .nr(8) |
| 2385 | .kr(2) |
| 2386 | .sr(1) |
| 2387 | .m(3) |
| 2388 | .n(8) |
| 2389 | .k(8) |
| 2390 | .cn_stride(11) |
| 2391 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2392 | } |
| 2393 | |
| 2394 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MULL_LD4R, k_eq_8_subtile) { |
| 2395 | TEST_REQUIRES_ARM_NEON; |
| 2396 | for (uint32_t n = 1; n <= 8; n++) { |
| 2397 | for (uint32_t m = 1; m <= 3; m++) { |
| 2398 | GemmMicrokernelTester() |
| 2399 | .mr(3) |
| 2400 | .nr(8) |
| 2401 | .kr(2) |
| 2402 | .sr(1) |
| 2403 | .m(m) |
| 2404 | .n(n) |
| 2405 | .k(8) |
| 2406 | .iterations(1) |
| 2407 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2408 | } |
| 2409 | } |
| 2410 | } |
| 2411 | |
| 2412 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MULL_LD4R, k_eq_8_subtile_m) { |
| 2413 | TEST_REQUIRES_ARM_NEON; |
| 2414 | for (uint32_t m = 1; m <= 3; m++) { |
| 2415 | GemmMicrokernelTester() |
| 2416 | .mr(3) |
| 2417 | .nr(8) |
| 2418 | .kr(2) |
| 2419 | .sr(1) |
| 2420 | .m(m) |
| 2421 | .n(8) |
| 2422 | .k(8) |
| 2423 | .iterations(1) |
| 2424 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2425 | } |
| 2426 | } |
| 2427 | |
| 2428 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MULL_LD4R, k_eq_8_subtile_n) { |
| 2429 | TEST_REQUIRES_ARM_NEON; |
| 2430 | for (uint32_t n = 1; n <= 8; n++) { |
| 2431 | GemmMicrokernelTester() |
| 2432 | .mr(3) |
| 2433 | .nr(8) |
| 2434 | .kr(2) |
| 2435 | .sr(1) |
| 2436 | .m(3) |
| 2437 | .n(n) |
| 2438 | .k(8) |
| 2439 | .iterations(1) |
| 2440 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2441 | } |
| 2442 | } |
| 2443 | |
| 2444 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MULL_LD4R, k_lt_8) { |
| 2445 | TEST_REQUIRES_ARM_NEON; |
| 2446 | for (size_t k = 1; k < 8; k++) { |
| 2447 | GemmMicrokernelTester() |
| 2448 | .mr(3) |
| 2449 | .nr(8) |
| 2450 | .kr(2) |
| 2451 | .sr(1) |
| 2452 | .m(3) |
| 2453 | .n(8) |
| 2454 | .k(k) |
| 2455 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2456 | } |
| 2457 | } |
| 2458 | |
| 2459 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MULL_LD4R, k_lt_8_subtile) { |
| 2460 | TEST_REQUIRES_ARM_NEON; |
| 2461 | for (size_t k = 1; k < 8; k++) { |
| 2462 | for (uint32_t n = 1; n <= 8; n++) { |
| 2463 | for (uint32_t m = 1; m <= 3; m++) { |
| 2464 | GemmMicrokernelTester() |
| 2465 | .mr(3) |
| 2466 | .nr(8) |
| 2467 | .kr(2) |
| 2468 | .sr(1) |
| 2469 | .m(m) |
| 2470 | .n(n) |
| 2471 | .k(k) |
| 2472 | .iterations(1) |
| 2473 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2474 | } |
| 2475 | } |
| 2476 | } |
| 2477 | } |
| 2478 | |
| 2479 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MULL_LD4R, k_gt_8) { |
| 2480 | TEST_REQUIRES_ARM_NEON; |
| 2481 | for (size_t k = 9; k < 16; k++) { |
| 2482 | GemmMicrokernelTester() |
| 2483 | .mr(3) |
| 2484 | .nr(8) |
| 2485 | .kr(2) |
| 2486 | .sr(1) |
| 2487 | .m(3) |
| 2488 | .n(8) |
| 2489 | .k(k) |
| 2490 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2491 | } |
| 2492 | } |
| 2493 | |
| 2494 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MULL_LD4R, k_gt_8_subtile) { |
| 2495 | TEST_REQUIRES_ARM_NEON; |
| 2496 | for (size_t k = 9; k < 16; k++) { |
| 2497 | for (uint32_t n = 1; n <= 8; n++) { |
| 2498 | for (uint32_t m = 1; m <= 3; m++) { |
| 2499 | GemmMicrokernelTester() |
| 2500 | .mr(3) |
| 2501 | .nr(8) |
| 2502 | .kr(2) |
| 2503 | .sr(1) |
| 2504 | .m(m) |
| 2505 | .n(n) |
| 2506 | .k(k) |
| 2507 | .iterations(1) |
| 2508 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2509 | } |
| 2510 | } |
| 2511 | } |
| 2512 | } |
| 2513 | |
| 2514 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MULL_LD4R, k_div_8) { |
| 2515 | TEST_REQUIRES_ARM_NEON; |
| 2516 | for (size_t k = 16; k <= 80; k += 8) { |
| 2517 | GemmMicrokernelTester() |
| 2518 | .mr(3) |
| 2519 | .nr(8) |
| 2520 | .kr(2) |
| 2521 | .sr(1) |
| 2522 | .m(3) |
| 2523 | .n(8) |
| 2524 | .k(k) |
| 2525 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2526 | } |
| 2527 | } |
| 2528 | |
| 2529 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MULL_LD4R, k_div_8_subtile) { |
| 2530 | TEST_REQUIRES_ARM_NEON; |
| 2531 | for (size_t k = 16; k <= 80; k += 8) { |
| 2532 | for (uint32_t n = 1; n <= 8; n++) { |
| 2533 | for (uint32_t m = 1; m <= 3; m++) { |
| 2534 | GemmMicrokernelTester() |
| 2535 | .mr(3) |
| 2536 | .nr(8) |
| 2537 | .kr(2) |
| 2538 | .sr(1) |
| 2539 | .m(m) |
| 2540 | .n(n) |
| 2541 | .k(k) |
| 2542 | .iterations(1) |
| 2543 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2544 | } |
| 2545 | } |
| 2546 | } |
| 2547 | } |
| 2548 | |
| 2549 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MULL_LD4R, n_gt_8) { |
| 2550 | TEST_REQUIRES_ARM_NEON; |
| 2551 | for (uint32_t n = 9; n < 16; n++) { |
| 2552 | for (size_t k = 1; k <= 40; k += 9) { |
| 2553 | GemmMicrokernelTester() |
| 2554 | .mr(3) |
| 2555 | .nr(8) |
| 2556 | .kr(2) |
| 2557 | .sr(1) |
| 2558 | .m(3) |
| 2559 | .n(n) |
| 2560 | .k(k) |
| 2561 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2562 | } |
| 2563 | } |
| 2564 | } |
| 2565 | |
| 2566 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MULL_LD4R, n_gt_8_strided_cn) { |
| 2567 | TEST_REQUIRES_ARM_NEON; |
| 2568 | for (uint32_t n = 9; n < 16; n++) { |
| 2569 | for (size_t k = 1; k <= 40; k += 9) { |
| 2570 | GemmMicrokernelTester() |
| 2571 | .mr(3) |
| 2572 | .nr(8) |
| 2573 | .kr(2) |
| 2574 | .sr(1) |
| 2575 | .m(3) |
| 2576 | .n(n) |
| 2577 | .k(k) |
| 2578 | .cn_stride(11) |
| 2579 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2580 | } |
| 2581 | } |
| 2582 | } |
| 2583 | |
| 2584 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MULL_LD4R, n_gt_8_subtile) { |
| 2585 | TEST_REQUIRES_ARM_NEON; |
| 2586 | for (uint32_t n = 9; n < 16; n++) { |
| 2587 | for (size_t k = 1; k <= 40; k += 9) { |
| 2588 | for (uint32_t m = 1; m <= 3; m++) { |
| 2589 | GemmMicrokernelTester() |
| 2590 | .mr(3) |
| 2591 | .nr(8) |
| 2592 | .kr(2) |
| 2593 | .sr(1) |
| 2594 | .m(m) |
| 2595 | .n(n) |
| 2596 | .k(k) |
| 2597 | .iterations(1) |
| 2598 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2599 | } |
| 2600 | } |
| 2601 | } |
| 2602 | } |
| 2603 | |
| 2604 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MULL_LD4R, n_div_8) { |
| 2605 | TEST_REQUIRES_ARM_NEON; |
| 2606 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 2607 | for (size_t k = 1; k <= 40; k += 9) { |
| 2608 | GemmMicrokernelTester() |
| 2609 | .mr(3) |
| 2610 | .nr(8) |
| 2611 | .kr(2) |
| 2612 | .sr(1) |
| 2613 | .m(3) |
| 2614 | .n(n) |
| 2615 | .k(k) |
| 2616 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2617 | } |
| 2618 | } |
| 2619 | } |
| 2620 | |
| 2621 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MULL_LD4R, n_div_8_strided_cn) { |
| 2622 | TEST_REQUIRES_ARM_NEON; |
| 2623 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 2624 | for (size_t k = 1; k <= 40; k += 9) { |
| 2625 | GemmMicrokernelTester() |
| 2626 | .mr(3) |
| 2627 | .nr(8) |
| 2628 | .kr(2) |
| 2629 | .sr(1) |
| 2630 | .m(3) |
| 2631 | .n(n) |
| 2632 | .k(k) |
| 2633 | .cn_stride(11) |
| 2634 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2635 | } |
| 2636 | } |
| 2637 | } |
| 2638 | |
| 2639 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MULL_LD4R, n_div_8_subtile) { |
| 2640 | TEST_REQUIRES_ARM_NEON; |
| 2641 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 2642 | for (size_t k = 1; k <= 40; k += 9) { |
| 2643 | for (uint32_t m = 1; m <= 3; m++) { |
| 2644 | GemmMicrokernelTester() |
| 2645 | .mr(3) |
| 2646 | .nr(8) |
| 2647 | .kr(2) |
| 2648 | .sr(1) |
| 2649 | .m(m) |
| 2650 | .n(n) |
| 2651 | .k(k) |
| 2652 | .iterations(1) |
| 2653 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2654 | } |
| 2655 | } |
| 2656 | } |
| 2657 | } |
| 2658 | |
| 2659 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MULL_LD4R, small_kernel) { |
| 2660 | TEST_REQUIRES_ARM_NEON; |
| 2661 | for (size_t k = 1; k <= 40; k += 9) { |
| 2662 | GemmMicrokernelTester() |
| 2663 | .mr(3) |
| 2664 | .nr(8) |
| 2665 | .kr(2) |
| 2666 | .sr(1) |
| 2667 | .m(3) |
| 2668 | .n(8) |
| 2669 | .k(k) |
| 2670 | .ks(3) |
| 2671 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2672 | } |
| 2673 | } |
| 2674 | |
| 2675 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MULL_LD4R, small_kernel_subtile) { |
| 2676 | TEST_REQUIRES_ARM_NEON; |
| 2677 | for (size_t k = 1; k <= 40; k += 9) { |
| 2678 | for (uint32_t n = 1; n <= 8; n++) { |
| 2679 | for (uint32_t m = 1; m <= 3; m++) { |
| 2680 | GemmMicrokernelTester() |
| 2681 | .mr(3) |
| 2682 | .nr(8) |
| 2683 | .kr(2) |
| 2684 | .sr(1) |
| 2685 | .m(m) |
| 2686 | .n(n) |
| 2687 | .k(k) |
| 2688 | .ks(3) |
| 2689 | .iterations(1) |
| 2690 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2691 | } |
| 2692 | } |
| 2693 | } |
| 2694 | } |
| 2695 | |
| 2696 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MULL_LD4R, n_gt_8_small_kernel) { |
| 2697 | TEST_REQUIRES_ARM_NEON; |
| 2698 | for (uint32_t n = 9; n < 16; n++) { |
| 2699 | for (size_t k = 1; k <= 40; k += 9) { |
| 2700 | GemmMicrokernelTester() |
| 2701 | .mr(3) |
| 2702 | .nr(8) |
| 2703 | .kr(2) |
| 2704 | .sr(1) |
| 2705 | .m(3) |
| 2706 | .n(n) |
| 2707 | .k(k) |
| 2708 | .ks(3) |
| 2709 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2710 | } |
| 2711 | } |
| 2712 | } |
| 2713 | |
| 2714 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MULL_LD4R, n_div_8_small_kernel) { |
| 2715 | TEST_REQUIRES_ARM_NEON; |
| 2716 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 2717 | for (size_t k = 1; k <= 40; k += 9) { |
| 2718 | GemmMicrokernelTester() |
| 2719 | .mr(3) |
| 2720 | .nr(8) |
| 2721 | .kr(2) |
| 2722 | .sr(1) |
| 2723 | .m(3) |
| 2724 | .n(n) |
| 2725 | .k(k) |
| 2726 | .ks(3) |
| 2727 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2728 | } |
| 2729 | } |
| 2730 | } |
| 2731 | |
| 2732 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MULL_LD4R, strided_cm_subtile) { |
| 2733 | TEST_REQUIRES_ARM_NEON; |
| 2734 | for (size_t k = 1; k <= 40; k += 9) { |
| 2735 | for (uint32_t n = 1; n <= 8; n++) { |
| 2736 | for (uint32_t m = 1; m <= 3; m++) { |
| 2737 | GemmMicrokernelTester() |
| 2738 | .mr(3) |
| 2739 | .nr(8) |
| 2740 | .kr(2) |
| 2741 | .sr(1) |
| 2742 | .m(m) |
| 2743 | .n(n) |
| 2744 | .k(k) |
| 2745 | .cm_stride(11) |
| 2746 | .iterations(1) |
| 2747 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2748 | } |
| 2749 | } |
| 2750 | } |
| 2751 | } |
| 2752 | |
| 2753 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MULL_LD4R, a_offset) { |
| 2754 | TEST_REQUIRES_ARM_NEON; |
| 2755 | for (size_t k = 1; k <= 40; k += 9) { |
| 2756 | GemmMicrokernelTester() |
| 2757 | .mr(3) |
| 2758 | .nr(8) |
| 2759 | .kr(2) |
| 2760 | .sr(1) |
| 2761 | .m(3) |
| 2762 | .n(8) |
| 2763 | .k(k) |
| 2764 | .ks(3) |
| 2765 | .a_offset(127) |
| 2766 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2767 | } |
| 2768 | } |
| 2769 | |
| 2770 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MULL_LD4R, zero) { |
| 2771 | TEST_REQUIRES_ARM_NEON; |
| 2772 | for (size_t k = 1; k <= 40; k += 9) { |
| 2773 | for (uint32_t mz = 0; mz < 3; mz++) { |
| 2774 | GemmMicrokernelTester() |
| 2775 | .mr(3) |
| 2776 | .nr(8) |
| 2777 | .kr(2) |
| 2778 | .sr(1) |
| 2779 | .m(3) |
| 2780 | .n(8) |
| 2781 | .k(k) |
| 2782 | .ks(3) |
| 2783 | .a_offset(127) |
| 2784 | .zero_index(mz) |
| 2785 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2786 | } |
| 2787 | } |
| 2788 | } |
| 2789 | |
| 2790 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MULL_LD4R, qmin) { |
| 2791 | TEST_REQUIRES_ARM_NEON; |
| 2792 | GemmMicrokernelTester() |
| 2793 | .mr(3) |
| 2794 | .nr(8) |
| 2795 | .kr(2) |
| 2796 | .sr(1) |
| 2797 | .m(3) |
| 2798 | .n(8) |
| 2799 | .k(8) |
| 2800 | .qmin(128) |
| 2801 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2802 | } |
| 2803 | |
| 2804 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MULL_LD4R, qmax) { |
| 2805 | TEST_REQUIRES_ARM_NEON; |
| 2806 | GemmMicrokernelTester() |
| 2807 | .mr(3) |
| 2808 | .nr(8) |
| 2809 | .kr(2) |
| 2810 | .sr(1) |
| 2811 | .m(3) |
| 2812 | .n(8) |
| 2813 | .k(8) |
| 2814 | .qmax(128) |
| 2815 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2816 | } |
| 2817 | |
| 2818 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MULL_LD4R, strided_cm) { |
| 2819 | TEST_REQUIRES_ARM_NEON; |
| 2820 | GemmMicrokernelTester() |
| 2821 | .mr(3) |
| 2822 | .nr(8) |
| 2823 | .kr(2) |
| 2824 | .sr(1) |
| 2825 | .m(3) |
| 2826 | .n(8) |
| 2827 | .k(8) |
| 2828 | .cm_stride(11) |
| 2829 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2830 | } |
| 2831 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 2832 | |
| 2833 | |
| 2834 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 2835 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_LD4R, k_eq_8) { |
| 2836 | TEST_REQUIRES_ARM_NEON; |
| 2837 | GemmMicrokernelTester() |
| 2838 | .mr(4) |
| 2839 | .nr(8) |
| 2840 | .kr(2) |
| 2841 | .sr(1) |
| 2842 | .m(4) |
| 2843 | .n(8) |
| 2844 | .k(8) |
| 2845 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2846 | } |
| 2847 | |
| 2848 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_LD4R, strided_cn) { |
| 2849 | TEST_REQUIRES_ARM_NEON; |
| 2850 | GemmMicrokernelTester() |
| 2851 | .mr(4) |
| 2852 | .nr(8) |
| 2853 | .kr(2) |
| 2854 | .sr(1) |
| 2855 | .m(4) |
| 2856 | .n(8) |
| 2857 | .k(8) |
| 2858 | .cn_stride(11) |
| 2859 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2860 | } |
| 2861 | |
| 2862 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_LD4R, k_eq_8_subtile) { |
| 2863 | TEST_REQUIRES_ARM_NEON; |
| 2864 | for (uint32_t n = 1; n <= 8; n++) { |
| 2865 | for (uint32_t m = 1; m <= 4; m++) { |
| 2866 | GemmMicrokernelTester() |
| 2867 | .mr(4) |
| 2868 | .nr(8) |
| 2869 | .kr(2) |
| 2870 | .sr(1) |
| 2871 | .m(m) |
| 2872 | .n(n) |
| 2873 | .k(8) |
| 2874 | .iterations(1) |
| 2875 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2876 | } |
| 2877 | } |
| 2878 | } |
| 2879 | |
| 2880 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_LD4R, k_eq_8_subtile_m) { |
| 2881 | TEST_REQUIRES_ARM_NEON; |
| 2882 | for (uint32_t m = 1; m <= 4; m++) { |
| 2883 | GemmMicrokernelTester() |
| 2884 | .mr(4) |
| 2885 | .nr(8) |
| 2886 | .kr(2) |
| 2887 | .sr(1) |
| 2888 | .m(m) |
| 2889 | .n(8) |
| 2890 | .k(8) |
| 2891 | .iterations(1) |
| 2892 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2893 | } |
| 2894 | } |
| 2895 | |
| 2896 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_LD4R, k_eq_8_subtile_n) { |
| 2897 | TEST_REQUIRES_ARM_NEON; |
| 2898 | for (uint32_t n = 1; n <= 8; n++) { |
| 2899 | GemmMicrokernelTester() |
| 2900 | .mr(4) |
| 2901 | .nr(8) |
| 2902 | .kr(2) |
| 2903 | .sr(1) |
| 2904 | .m(4) |
| 2905 | .n(n) |
| 2906 | .k(8) |
| 2907 | .iterations(1) |
| 2908 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2909 | } |
| 2910 | } |
| 2911 | |
| 2912 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_LD4R, k_lt_8) { |
| 2913 | TEST_REQUIRES_ARM_NEON; |
| 2914 | for (size_t k = 1; k < 8; k++) { |
| 2915 | GemmMicrokernelTester() |
| 2916 | .mr(4) |
| 2917 | .nr(8) |
| 2918 | .kr(2) |
| 2919 | .sr(1) |
| 2920 | .m(4) |
| 2921 | .n(8) |
| 2922 | .k(k) |
| 2923 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2924 | } |
| 2925 | } |
| 2926 | |
| 2927 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_LD4R, k_lt_8_subtile) { |
| 2928 | TEST_REQUIRES_ARM_NEON; |
| 2929 | for (size_t k = 1; k < 8; k++) { |
| 2930 | for (uint32_t n = 1; n <= 8; n++) { |
| 2931 | for (uint32_t m = 1; m <= 4; m++) { |
| 2932 | GemmMicrokernelTester() |
| 2933 | .mr(4) |
| 2934 | .nr(8) |
| 2935 | .kr(2) |
| 2936 | .sr(1) |
| 2937 | .m(m) |
| 2938 | .n(n) |
| 2939 | .k(k) |
| 2940 | .iterations(1) |
| 2941 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2942 | } |
| 2943 | } |
| 2944 | } |
| 2945 | } |
| 2946 | |
| 2947 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_LD4R, k_gt_8) { |
| 2948 | TEST_REQUIRES_ARM_NEON; |
| 2949 | for (size_t k = 9; k < 16; k++) { |
| 2950 | GemmMicrokernelTester() |
| 2951 | .mr(4) |
| 2952 | .nr(8) |
| 2953 | .kr(2) |
| 2954 | .sr(1) |
| 2955 | .m(4) |
| 2956 | .n(8) |
| 2957 | .k(k) |
| 2958 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2959 | } |
| 2960 | } |
| 2961 | |
| 2962 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_LD4R, k_gt_8_subtile) { |
| 2963 | TEST_REQUIRES_ARM_NEON; |
| 2964 | for (size_t k = 9; k < 16; k++) { |
| 2965 | for (uint32_t n = 1; n <= 8; n++) { |
| 2966 | for (uint32_t m = 1; m <= 4; m++) { |
| 2967 | GemmMicrokernelTester() |
| 2968 | .mr(4) |
| 2969 | .nr(8) |
| 2970 | .kr(2) |
| 2971 | .sr(1) |
| 2972 | .m(m) |
| 2973 | .n(n) |
| 2974 | .k(k) |
| 2975 | .iterations(1) |
| 2976 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2977 | } |
| 2978 | } |
| 2979 | } |
| 2980 | } |
| 2981 | |
| 2982 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_LD4R, k_div_8) { |
| 2983 | TEST_REQUIRES_ARM_NEON; |
| 2984 | for (size_t k = 16; k <= 80; k += 8) { |
| 2985 | GemmMicrokernelTester() |
| 2986 | .mr(4) |
| 2987 | .nr(8) |
| 2988 | .kr(2) |
| 2989 | .sr(1) |
| 2990 | .m(4) |
| 2991 | .n(8) |
| 2992 | .k(k) |
| 2993 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 2994 | } |
| 2995 | } |
| 2996 | |
| 2997 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_LD4R, k_div_8_subtile) { |
| 2998 | TEST_REQUIRES_ARM_NEON; |
| 2999 | for (size_t k = 16; k <= 80; k += 8) { |
| 3000 | for (uint32_t n = 1; n <= 8; n++) { |
| 3001 | for (uint32_t m = 1; m <= 4; m++) { |
| 3002 | GemmMicrokernelTester() |
| 3003 | .mr(4) |
| 3004 | .nr(8) |
| 3005 | .kr(2) |
| 3006 | .sr(1) |
| 3007 | .m(m) |
| 3008 | .n(n) |
| 3009 | .k(k) |
| 3010 | .iterations(1) |
| 3011 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3012 | } |
| 3013 | } |
| 3014 | } |
| 3015 | } |
| 3016 | |
| 3017 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_LD4R, n_gt_8) { |
| 3018 | TEST_REQUIRES_ARM_NEON; |
| 3019 | for (uint32_t n = 9; n < 16; n++) { |
| 3020 | for (size_t k = 1; k <= 40; k += 9) { |
| 3021 | GemmMicrokernelTester() |
| 3022 | .mr(4) |
| 3023 | .nr(8) |
| 3024 | .kr(2) |
| 3025 | .sr(1) |
| 3026 | .m(4) |
| 3027 | .n(n) |
| 3028 | .k(k) |
| 3029 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3030 | } |
| 3031 | } |
| 3032 | } |
| 3033 | |
| 3034 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_LD4R, n_gt_8_strided_cn) { |
| 3035 | TEST_REQUIRES_ARM_NEON; |
| 3036 | for (uint32_t n = 9; n < 16; n++) { |
| 3037 | for (size_t k = 1; k <= 40; k += 9) { |
| 3038 | GemmMicrokernelTester() |
| 3039 | .mr(4) |
| 3040 | .nr(8) |
| 3041 | .kr(2) |
| 3042 | .sr(1) |
| 3043 | .m(4) |
| 3044 | .n(n) |
| 3045 | .k(k) |
| 3046 | .cn_stride(11) |
| 3047 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3048 | } |
| 3049 | } |
| 3050 | } |
| 3051 | |
| 3052 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_LD4R, n_gt_8_subtile) { |
| 3053 | TEST_REQUIRES_ARM_NEON; |
| 3054 | for (uint32_t n = 9; n < 16; n++) { |
| 3055 | for (size_t k = 1; k <= 40; k += 9) { |
| 3056 | for (uint32_t m = 1; m <= 4; m++) { |
| 3057 | GemmMicrokernelTester() |
| 3058 | .mr(4) |
| 3059 | .nr(8) |
| 3060 | .kr(2) |
| 3061 | .sr(1) |
| 3062 | .m(m) |
| 3063 | .n(n) |
| 3064 | .k(k) |
| 3065 | .iterations(1) |
| 3066 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3067 | } |
| 3068 | } |
| 3069 | } |
| 3070 | } |
| 3071 | |
| 3072 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_LD4R, n_div_8) { |
| 3073 | TEST_REQUIRES_ARM_NEON; |
| 3074 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 3075 | for (size_t k = 1; k <= 40; k += 9) { |
| 3076 | GemmMicrokernelTester() |
| 3077 | .mr(4) |
| 3078 | .nr(8) |
| 3079 | .kr(2) |
| 3080 | .sr(1) |
| 3081 | .m(4) |
| 3082 | .n(n) |
| 3083 | .k(k) |
| 3084 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3085 | } |
| 3086 | } |
| 3087 | } |
| 3088 | |
| 3089 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_LD4R, n_div_8_strided_cn) { |
| 3090 | TEST_REQUIRES_ARM_NEON; |
| 3091 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 3092 | for (size_t k = 1; k <= 40; k += 9) { |
| 3093 | GemmMicrokernelTester() |
| 3094 | .mr(4) |
| 3095 | .nr(8) |
| 3096 | .kr(2) |
| 3097 | .sr(1) |
| 3098 | .m(4) |
| 3099 | .n(n) |
| 3100 | .k(k) |
| 3101 | .cn_stride(11) |
| 3102 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3103 | } |
| 3104 | } |
| 3105 | } |
| 3106 | |
| 3107 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_LD4R, n_div_8_subtile) { |
| 3108 | TEST_REQUIRES_ARM_NEON; |
| 3109 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 3110 | for (size_t k = 1; k <= 40; k += 9) { |
| 3111 | for (uint32_t m = 1; m <= 4; m++) { |
| 3112 | GemmMicrokernelTester() |
| 3113 | .mr(4) |
| 3114 | .nr(8) |
| 3115 | .kr(2) |
| 3116 | .sr(1) |
| 3117 | .m(m) |
| 3118 | .n(n) |
| 3119 | .k(k) |
| 3120 | .iterations(1) |
| 3121 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3122 | } |
| 3123 | } |
| 3124 | } |
| 3125 | } |
| 3126 | |
| 3127 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_LD4R, small_kernel) { |
| 3128 | TEST_REQUIRES_ARM_NEON; |
| 3129 | for (size_t k = 1; k <= 40; k += 9) { |
| 3130 | GemmMicrokernelTester() |
| 3131 | .mr(4) |
| 3132 | .nr(8) |
| 3133 | .kr(2) |
| 3134 | .sr(1) |
| 3135 | .m(4) |
| 3136 | .n(8) |
| 3137 | .k(k) |
| 3138 | .ks(3) |
| 3139 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3140 | } |
| 3141 | } |
| 3142 | |
| 3143 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_LD4R, small_kernel_subtile) { |
| 3144 | TEST_REQUIRES_ARM_NEON; |
| 3145 | for (size_t k = 1; k <= 40; k += 9) { |
| 3146 | for (uint32_t n = 1; n <= 8; n++) { |
| 3147 | for (uint32_t m = 1; m <= 4; m++) { |
| 3148 | GemmMicrokernelTester() |
| 3149 | .mr(4) |
| 3150 | .nr(8) |
| 3151 | .kr(2) |
| 3152 | .sr(1) |
| 3153 | .m(m) |
| 3154 | .n(n) |
| 3155 | .k(k) |
| 3156 | .ks(3) |
| 3157 | .iterations(1) |
| 3158 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3159 | } |
| 3160 | } |
| 3161 | } |
| 3162 | } |
| 3163 | |
| 3164 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_LD4R, n_gt_8_small_kernel) { |
| 3165 | TEST_REQUIRES_ARM_NEON; |
| 3166 | for (uint32_t n = 9; n < 16; n++) { |
| 3167 | for (size_t k = 1; k <= 40; k += 9) { |
| 3168 | GemmMicrokernelTester() |
| 3169 | .mr(4) |
| 3170 | .nr(8) |
| 3171 | .kr(2) |
| 3172 | .sr(1) |
| 3173 | .m(4) |
| 3174 | .n(n) |
| 3175 | .k(k) |
| 3176 | .ks(3) |
| 3177 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3178 | } |
| 3179 | } |
| 3180 | } |
| 3181 | |
| 3182 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_LD4R, n_div_8_small_kernel) { |
| 3183 | TEST_REQUIRES_ARM_NEON; |
| 3184 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 3185 | for (size_t k = 1; k <= 40; k += 9) { |
| 3186 | GemmMicrokernelTester() |
| 3187 | .mr(4) |
| 3188 | .nr(8) |
| 3189 | .kr(2) |
| 3190 | .sr(1) |
| 3191 | .m(4) |
| 3192 | .n(n) |
| 3193 | .k(k) |
| 3194 | .ks(3) |
| 3195 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3196 | } |
| 3197 | } |
| 3198 | } |
| 3199 | |
| 3200 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_LD4R, strided_cm_subtile) { |
| 3201 | TEST_REQUIRES_ARM_NEON; |
| 3202 | for (size_t k = 1; k <= 40; k += 9) { |
| 3203 | for (uint32_t n = 1; n <= 8; n++) { |
| 3204 | for (uint32_t m = 1; m <= 4; m++) { |
| 3205 | GemmMicrokernelTester() |
| 3206 | .mr(4) |
| 3207 | .nr(8) |
| 3208 | .kr(2) |
| 3209 | .sr(1) |
| 3210 | .m(m) |
| 3211 | .n(n) |
| 3212 | .k(k) |
| 3213 | .cm_stride(11) |
| 3214 | .iterations(1) |
| 3215 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3216 | } |
| 3217 | } |
| 3218 | } |
| 3219 | } |
| 3220 | |
| 3221 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_LD4R, a_offset) { |
| 3222 | TEST_REQUIRES_ARM_NEON; |
| 3223 | for (size_t k = 1; k <= 40; k += 9) { |
| 3224 | GemmMicrokernelTester() |
| 3225 | .mr(4) |
| 3226 | .nr(8) |
| 3227 | .kr(2) |
| 3228 | .sr(1) |
| 3229 | .m(4) |
| 3230 | .n(8) |
| 3231 | .k(k) |
| 3232 | .ks(3) |
| 3233 | .a_offset(163) |
| 3234 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3235 | } |
| 3236 | } |
| 3237 | |
| 3238 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_LD4R, zero) { |
| 3239 | TEST_REQUIRES_ARM_NEON; |
| 3240 | for (size_t k = 1; k <= 40; k += 9) { |
| 3241 | for (uint32_t mz = 0; mz < 4; mz++) { |
| 3242 | GemmMicrokernelTester() |
| 3243 | .mr(4) |
| 3244 | .nr(8) |
| 3245 | .kr(2) |
| 3246 | .sr(1) |
| 3247 | .m(4) |
| 3248 | .n(8) |
| 3249 | .k(k) |
| 3250 | .ks(3) |
| 3251 | .a_offset(163) |
| 3252 | .zero_index(mz) |
| 3253 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3254 | } |
| 3255 | } |
| 3256 | } |
| 3257 | |
| 3258 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_LD4R, qmin) { |
| 3259 | TEST_REQUIRES_ARM_NEON; |
| 3260 | GemmMicrokernelTester() |
| 3261 | .mr(4) |
| 3262 | .nr(8) |
| 3263 | .kr(2) |
| 3264 | .sr(1) |
| 3265 | .m(4) |
| 3266 | .n(8) |
| 3267 | .k(8) |
| 3268 | .qmin(128) |
| 3269 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3270 | } |
| 3271 | |
| 3272 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_LD4R, qmax) { |
| 3273 | TEST_REQUIRES_ARM_NEON; |
| 3274 | GemmMicrokernelTester() |
| 3275 | .mr(4) |
| 3276 | .nr(8) |
| 3277 | .kr(2) |
| 3278 | .sr(1) |
| 3279 | .m(4) |
| 3280 | .n(8) |
| 3281 | .k(8) |
| 3282 | .qmax(128) |
| 3283 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3284 | } |
| 3285 | |
| 3286 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_LD4R, strided_cm) { |
| 3287 | TEST_REQUIRES_ARM_NEON; |
| 3288 | GemmMicrokernelTester() |
| 3289 | .mr(4) |
| 3290 | .nr(8) |
| 3291 | .kr(2) |
| 3292 | .sr(1) |
| 3293 | .m(4) |
| 3294 | .n(8) |
| 3295 | .k(8) |
| 3296 | .cm_stride(11) |
| 3297 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3298 | } |
| 3299 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 3300 | |
| 3301 | |
| 3302 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 3303 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_LD4R, k_eq_16) { |
| 3304 | TEST_REQUIRES_ARM_NEON; |
| 3305 | GemmMicrokernelTester() |
| 3306 | .mr(3) |
| 3307 | .nr(8) |
| 3308 | .kr(2) |
| 3309 | .sr(1) |
| 3310 | .m(3) |
| 3311 | .n(8) |
| 3312 | .k(16) |
| 3313 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3314 | } |
| 3315 | |
| 3316 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_LD4R, strided_cn) { |
| 3317 | TEST_REQUIRES_ARM_NEON; |
| 3318 | GemmMicrokernelTester() |
| 3319 | .mr(3) |
| 3320 | .nr(8) |
| 3321 | .kr(2) |
| 3322 | .sr(1) |
| 3323 | .m(3) |
| 3324 | .n(8) |
| 3325 | .k(16) |
| 3326 | .cn_stride(11) |
| 3327 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3328 | } |
| 3329 | |
| 3330 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_LD4R, k_eq_16_subtile) { |
| 3331 | TEST_REQUIRES_ARM_NEON; |
| 3332 | for (uint32_t n = 1; n <= 8; n++) { |
| 3333 | for (uint32_t m = 1; m <= 3; m++) { |
| 3334 | GemmMicrokernelTester() |
| 3335 | .mr(3) |
| 3336 | .nr(8) |
| 3337 | .kr(2) |
| 3338 | .sr(1) |
| 3339 | .m(m) |
| 3340 | .n(n) |
| 3341 | .k(16) |
| 3342 | .iterations(1) |
| 3343 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3344 | } |
| 3345 | } |
| 3346 | } |
| 3347 | |
| 3348 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_LD4R, k_eq_16_subtile_m) { |
| 3349 | TEST_REQUIRES_ARM_NEON; |
| 3350 | for (uint32_t m = 1; m <= 3; m++) { |
| 3351 | GemmMicrokernelTester() |
| 3352 | .mr(3) |
| 3353 | .nr(8) |
| 3354 | .kr(2) |
| 3355 | .sr(1) |
| 3356 | .m(m) |
| 3357 | .n(8) |
| 3358 | .k(16) |
| 3359 | .iterations(1) |
| 3360 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3361 | } |
| 3362 | } |
| 3363 | |
| 3364 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_LD4R, k_eq_16_subtile_n) { |
| 3365 | TEST_REQUIRES_ARM_NEON; |
| 3366 | for (uint32_t n = 1; n <= 8; n++) { |
| 3367 | GemmMicrokernelTester() |
| 3368 | .mr(3) |
| 3369 | .nr(8) |
| 3370 | .kr(2) |
| 3371 | .sr(1) |
| 3372 | .m(3) |
| 3373 | .n(n) |
| 3374 | .k(16) |
| 3375 | .iterations(1) |
| 3376 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3377 | } |
| 3378 | } |
| 3379 | |
| 3380 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_LD4R, k_lt_16) { |
| 3381 | TEST_REQUIRES_ARM_NEON; |
| 3382 | for (size_t k = 1; k < 16; k++) { |
| 3383 | GemmMicrokernelTester() |
| 3384 | .mr(3) |
| 3385 | .nr(8) |
| 3386 | .kr(2) |
| 3387 | .sr(1) |
| 3388 | .m(3) |
| 3389 | .n(8) |
| 3390 | .k(k) |
| 3391 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3392 | } |
| 3393 | } |
| 3394 | |
| 3395 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_LD4R, k_lt_16_subtile) { |
| 3396 | TEST_REQUIRES_ARM_NEON; |
| 3397 | for (size_t k = 1; k < 16; k++) { |
| 3398 | for (uint32_t n = 1; n <= 8; n++) { |
| 3399 | for (uint32_t m = 1; m <= 3; m++) { |
| 3400 | GemmMicrokernelTester() |
| 3401 | .mr(3) |
| 3402 | .nr(8) |
| 3403 | .kr(2) |
| 3404 | .sr(1) |
| 3405 | .m(m) |
| 3406 | .n(n) |
| 3407 | .k(k) |
| 3408 | .iterations(1) |
| 3409 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3410 | } |
| 3411 | } |
| 3412 | } |
| 3413 | } |
| 3414 | |
| 3415 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_LD4R, k_gt_16) { |
| 3416 | TEST_REQUIRES_ARM_NEON; |
| 3417 | for (size_t k = 17; k < 32; k++) { |
| 3418 | GemmMicrokernelTester() |
| 3419 | .mr(3) |
| 3420 | .nr(8) |
| 3421 | .kr(2) |
| 3422 | .sr(1) |
| 3423 | .m(3) |
| 3424 | .n(8) |
| 3425 | .k(k) |
| 3426 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3427 | } |
| 3428 | } |
| 3429 | |
| 3430 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_LD4R, k_gt_16_subtile) { |
| 3431 | TEST_REQUIRES_ARM_NEON; |
| 3432 | for (size_t k = 17; k < 32; k++) { |
| 3433 | for (uint32_t n = 1; n <= 8; n++) { |
| 3434 | for (uint32_t m = 1; m <= 3; m++) { |
| 3435 | GemmMicrokernelTester() |
| 3436 | .mr(3) |
| 3437 | .nr(8) |
| 3438 | .kr(2) |
| 3439 | .sr(1) |
| 3440 | .m(m) |
| 3441 | .n(n) |
| 3442 | .k(k) |
| 3443 | .iterations(1) |
| 3444 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3445 | } |
| 3446 | } |
| 3447 | } |
| 3448 | } |
| 3449 | |
| 3450 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_LD4R, k_div_16) { |
| 3451 | TEST_REQUIRES_ARM_NEON; |
| 3452 | for (size_t k = 32; k <= 160; k += 16) { |
| 3453 | GemmMicrokernelTester() |
| 3454 | .mr(3) |
| 3455 | .nr(8) |
| 3456 | .kr(2) |
| 3457 | .sr(1) |
| 3458 | .m(3) |
| 3459 | .n(8) |
| 3460 | .k(k) |
| 3461 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3462 | } |
| 3463 | } |
| 3464 | |
| 3465 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_LD4R, k_div_16_subtile) { |
| 3466 | TEST_REQUIRES_ARM_NEON; |
| 3467 | for (size_t k = 32; k <= 160; k += 16) { |
| 3468 | for (uint32_t n = 1; n <= 8; n++) { |
| 3469 | for (uint32_t m = 1; m <= 3; m++) { |
| 3470 | GemmMicrokernelTester() |
| 3471 | .mr(3) |
| 3472 | .nr(8) |
| 3473 | .kr(2) |
| 3474 | .sr(1) |
| 3475 | .m(m) |
| 3476 | .n(n) |
| 3477 | .k(k) |
| 3478 | .iterations(1) |
| 3479 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3480 | } |
| 3481 | } |
| 3482 | } |
| 3483 | } |
| 3484 | |
| 3485 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_LD4R, n_gt_8) { |
| 3486 | TEST_REQUIRES_ARM_NEON; |
| 3487 | for (uint32_t n = 9; n < 16; n++) { |
| 3488 | for (size_t k = 1; k <= 80; k += 17) { |
| 3489 | GemmMicrokernelTester() |
| 3490 | .mr(3) |
| 3491 | .nr(8) |
| 3492 | .kr(2) |
| 3493 | .sr(1) |
| 3494 | .m(3) |
| 3495 | .n(n) |
| 3496 | .k(k) |
| 3497 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3498 | } |
| 3499 | } |
| 3500 | } |
| 3501 | |
| 3502 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_LD4R, n_gt_8_strided_cn) { |
| 3503 | TEST_REQUIRES_ARM_NEON; |
| 3504 | for (uint32_t n = 9; n < 16; n++) { |
| 3505 | for (size_t k = 1; k <= 80; k += 17) { |
| 3506 | GemmMicrokernelTester() |
| 3507 | .mr(3) |
| 3508 | .nr(8) |
| 3509 | .kr(2) |
| 3510 | .sr(1) |
| 3511 | .m(3) |
| 3512 | .n(n) |
| 3513 | .k(k) |
| 3514 | .cn_stride(11) |
| 3515 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3516 | } |
| 3517 | } |
| 3518 | } |
| 3519 | |
| 3520 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_LD4R, n_gt_8_subtile) { |
| 3521 | TEST_REQUIRES_ARM_NEON; |
| 3522 | for (uint32_t n = 9; n < 16; n++) { |
| 3523 | for (size_t k = 1; k <= 80; k += 17) { |
| 3524 | for (uint32_t m = 1; m <= 3; m++) { |
| 3525 | GemmMicrokernelTester() |
| 3526 | .mr(3) |
| 3527 | .nr(8) |
| 3528 | .kr(2) |
| 3529 | .sr(1) |
| 3530 | .m(m) |
| 3531 | .n(n) |
| 3532 | .k(k) |
| 3533 | .iterations(1) |
| 3534 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3535 | } |
| 3536 | } |
| 3537 | } |
| 3538 | } |
| 3539 | |
| 3540 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_LD4R, n_div_8) { |
| 3541 | TEST_REQUIRES_ARM_NEON; |
| 3542 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 3543 | for (size_t k = 1; k <= 80; k += 17) { |
| 3544 | GemmMicrokernelTester() |
| 3545 | .mr(3) |
| 3546 | .nr(8) |
| 3547 | .kr(2) |
| 3548 | .sr(1) |
| 3549 | .m(3) |
| 3550 | .n(n) |
| 3551 | .k(k) |
| 3552 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3553 | } |
| 3554 | } |
| 3555 | } |
| 3556 | |
| 3557 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_LD4R, n_div_8_strided_cn) { |
| 3558 | TEST_REQUIRES_ARM_NEON; |
| 3559 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 3560 | for (size_t k = 1; k <= 80; k += 17) { |
| 3561 | GemmMicrokernelTester() |
| 3562 | .mr(3) |
| 3563 | .nr(8) |
| 3564 | .kr(2) |
| 3565 | .sr(1) |
| 3566 | .m(3) |
| 3567 | .n(n) |
| 3568 | .k(k) |
| 3569 | .cn_stride(11) |
| 3570 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3571 | } |
| 3572 | } |
| 3573 | } |
| 3574 | |
| 3575 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_LD4R, n_div_8_subtile) { |
| 3576 | TEST_REQUIRES_ARM_NEON; |
| 3577 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 3578 | for (size_t k = 1; k <= 80; k += 17) { |
| 3579 | for (uint32_t m = 1; m <= 3; m++) { |
| 3580 | GemmMicrokernelTester() |
| 3581 | .mr(3) |
| 3582 | .nr(8) |
| 3583 | .kr(2) |
| 3584 | .sr(1) |
| 3585 | .m(m) |
| 3586 | .n(n) |
| 3587 | .k(k) |
| 3588 | .iterations(1) |
| 3589 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3590 | } |
| 3591 | } |
| 3592 | } |
| 3593 | } |
| 3594 | |
| 3595 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_LD4R, small_kernel) { |
| 3596 | TEST_REQUIRES_ARM_NEON; |
| 3597 | for (size_t k = 1; k <= 80; k += 17) { |
| 3598 | GemmMicrokernelTester() |
| 3599 | .mr(3) |
| 3600 | .nr(8) |
| 3601 | .kr(2) |
| 3602 | .sr(1) |
| 3603 | .m(3) |
| 3604 | .n(8) |
| 3605 | .k(k) |
| 3606 | .ks(3) |
| 3607 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3608 | } |
| 3609 | } |
| 3610 | |
| 3611 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_LD4R, small_kernel_subtile) { |
| 3612 | TEST_REQUIRES_ARM_NEON; |
| 3613 | for (size_t k = 1; k <= 80; k += 17) { |
| 3614 | for (uint32_t n = 1; n <= 8; n++) { |
| 3615 | for (uint32_t m = 1; m <= 3; m++) { |
| 3616 | GemmMicrokernelTester() |
| 3617 | .mr(3) |
| 3618 | .nr(8) |
| 3619 | .kr(2) |
| 3620 | .sr(1) |
| 3621 | .m(m) |
| 3622 | .n(n) |
| 3623 | .k(k) |
| 3624 | .ks(3) |
| 3625 | .iterations(1) |
| 3626 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3627 | } |
| 3628 | } |
| 3629 | } |
| 3630 | } |
| 3631 | |
| 3632 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_LD4R, n_gt_8_small_kernel) { |
| 3633 | TEST_REQUIRES_ARM_NEON; |
| 3634 | for (uint32_t n = 9; n < 16; n++) { |
| 3635 | for (size_t k = 1; k <= 80; k += 17) { |
| 3636 | GemmMicrokernelTester() |
| 3637 | .mr(3) |
| 3638 | .nr(8) |
| 3639 | .kr(2) |
| 3640 | .sr(1) |
| 3641 | .m(3) |
| 3642 | .n(n) |
| 3643 | .k(k) |
| 3644 | .ks(3) |
| 3645 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3646 | } |
| 3647 | } |
| 3648 | } |
| 3649 | |
| 3650 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_LD4R, n_div_8_small_kernel) { |
| 3651 | TEST_REQUIRES_ARM_NEON; |
| 3652 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 3653 | for (size_t k = 1; k <= 80; k += 17) { |
| 3654 | GemmMicrokernelTester() |
| 3655 | .mr(3) |
| 3656 | .nr(8) |
| 3657 | .kr(2) |
| 3658 | .sr(1) |
| 3659 | .m(3) |
| 3660 | .n(n) |
| 3661 | .k(k) |
| 3662 | .ks(3) |
| 3663 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3664 | } |
| 3665 | } |
| 3666 | } |
| 3667 | |
| 3668 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_LD4R, strided_cm_subtile) { |
| 3669 | TEST_REQUIRES_ARM_NEON; |
| 3670 | for (size_t k = 1; k <= 80; k += 17) { |
| 3671 | for (uint32_t n = 1; n <= 8; n++) { |
| 3672 | for (uint32_t m = 1; m <= 3; m++) { |
| 3673 | GemmMicrokernelTester() |
| 3674 | .mr(3) |
| 3675 | .nr(8) |
| 3676 | .kr(2) |
| 3677 | .sr(1) |
| 3678 | .m(m) |
| 3679 | .n(n) |
| 3680 | .k(k) |
| 3681 | .cm_stride(11) |
| 3682 | .iterations(1) |
| 3683 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3684 | } |
| 3685 | } |
| 3686 | } |
| 3687 | } |
| 3688 | |
| 3689 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_LD4R, a_offset) { |
| 3690 | TEST_REQUIRES_ARM_NEON; |
| 3691 | for (size_t k = 1; k <= 80; k += 17) { |
| 3692 | GemmMicrokernelTester() |
| 3693 | .mr(3) |
| 3694 | .nr(8) |
| 3695 | .kr(2) |
| 3696 | .sr(1) |
| 3697 | .m(3) |
| 3698 | .n(8) |
| 3699 | .k(k) |
| 3700 | .ks(3) |
| 3701 | .a_offset(251) |
| 3702 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3703 | } |
| 3704 | } |
| 3705 | |
| 3706 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_LD4R, zero) { |
| 3707 | TEST_REQUIRES_ARM_NEON; |
| 3708 | for (size_t k = 1; k <= 80; k += 17) { |
| 3709 | for (uint32_t mz = 0; mz < 3; mz++) { |
| 3710 | GemmMicrokernelTester() |
| 3711 | .mr(3) |
| 3712 | .nr(8) |
| 3713 | .kr(2) |
| 3714 | .sr(1) |
| 3715 | .m(3) |
| 3716 | .n(8) |
| 3717 | .k(k) |
| 3718 | .ks(3) |
| 3719 | .a_offset(251) |
| 3720 | .zero_index(mz) |
| 3721 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3722 | } |
| 3723 | } |
| 3724 | } |
| 3725 | |
| 3726 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_LD4R, qmin) { |
| 3727 | TEST_REQUIRES_ARM_NEON; |
| 3728 | GemmMicrokernelTester() |
| 3729 | .mr(3) |
| 3730 | .nr(8) |
| 3731 | .kr(2) |
| 3732 | .sr(1) |
| 3733 | .m(3) |
| 3734 | .n(8) |
| 3735 | .k(16) |
| 3736 | .qmin(128) |
| 3737 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3738 | } |
| 3739 | |
| 3740 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_LD4R, qmax) { |
| 3741 | TEST_REQUIRES_ARM_NEON; |
| 3742 | GemmMicrokernelTester() |
| 3743 | .mr(3) |
| 3744 | .nr(8) |
| 3745 | .kr(2) |
| 3746 | .sr(1) |
| 3747 | .m(3) |
| 3748 | .n(8) |
| 3749 | .k(16) |
| 3750 | .qmax(128) |
| 3751 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3752 | } |
| 3753 | |
| 3754 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_LD4R, strided_cm) { |
| 3755 | TEST_REQUIRES_ARM_NEON; |
| 3756 | GemmMicrokernelTester() |
| 3757 | .mr(3) |
| 3758 | .nr(8) |
| 3759 | .kr(2) |
| 3760 | .sr(1) |
| 3761 | .m(3) |
| 3762 | .n(8) |
| 3763 | .k(16) |
| 3764 | .cm_stride(11) |
| 3765 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3766 | } |
| 3767 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 3768 | |
| 3769 | |
| 3770 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 3771 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MLAL_LD4R, k_eq_16) { |
| 3772 | TEST_REQUIRES_ARM_NEON; |
| 3773 | GemmMicrokernelTester() |
| 3774 | .mr(4) |
| 3775 | .nr(8) |
| 3776 | .kr(2) |
| 3777 | .sr(1) |
| 3778 | .m(4) |
| 3779 | .n(8) |
| 3780 | .k(16) |
| 3781 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3782 | } |
| 3783 | |
| 3784 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MLAL_LD4R, strided_cn) { |
| 3785 | TEST_REQUIRES_ARM_NEON; |
| 3786 | GemmMicrokernelTester() |
| 3787 | .mr(4) |
| 3788 | .nr(8) |
| 3789 | .kr(2) |
| 3790 | .sr(1) |
| 3791 | .m(4) |
| 3792 | .n(8) |
| 3793 | .k(16) |
| 3794 | .cn_stride(11) |
| 3795 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3796 | } |
| 3797 | |
| 3798 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MLAL_LD4R, k_eq_16_subtile) { |
| 3799 | TEST_REQUIRES_ARM_NEON; |
| 3800 | for (uint32_t n = 1; n <= 8; n++) { |
| 3801 | for (uint32_t m = 1; m <= 4; m++) { |
| 3802 | GemmMicrokernelTester() |
| 3803 | .mr(4) |
| 3804 | .nr(8) |
| 3805 | .kr(2) |
| 3806 | .sr(1) |
| 3807 | .m(m) |
| 3808 | .n(n) |
| 3809 | .k(16) |
| 3810 | .iterations(1) |
| 3811 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3812 | } |
| 3813 | } |
| 3814 | } |
| 3815 | |
| 3816 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MLAL_LD4R, k_eq_16_subtile_m) { |
| 3817 | TEST_REQUIRES_ARM_NEON; |
| 3818 | for (uint32_t m = 1; m <= 4; m++) { |
| 3819 | GemmMicrokernelTester() |
| 3820 | .mr(4) |
| 3821 | .nr(8) |
| 3822 | .kr(2) |
| 3823 | .sr(1) |
| 3824 | .m(m) |
| 3825 | .n(8) |
| 3826 | .k(16) |
| 3827 | .iterations(1) |
| 3828 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3829 | } |
| 3830 | } |
| 3831 | |
| 3832 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MLAL_LD4R, k_eq_16_subtile_n) { |
| 3833 | TEST_REQUIRES_ARM_NEON; |
| 3834 | for (uint32_t n = 1; n <= 8; n++) { |
| 3835 | GemmMicrokernelTester() |
| 3836 | .mr(4) |
| 3837 | .nr(8) |
| 3838 | .kr(2) |
| 3839 | .sr(1) |
| 3840 | .m(4) |
| 3841 | .n(n) |
| 3842 | .k(16) |
| 3843 | .iterations(1) |
| 3844 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3845 | } |
| 3846 | } |
| 3847 | |
| 3848 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MLAL_LD4R, k_lt_16) { |
| 3849 | TEST_REQUIRES_ARM_NEON; |
| 3850 | for (size_t k = 1; k < 16; k++) { |
| 3851 | GemmMicrokernelTester() |
| 3852 | .mr(4) |
| 3853 | .nr(8) |
| 3854 | .kr(2) |
| 3855 | .sr(1) |
| 3856 | .m(4) |
| 3857 | .n(8) |
| 3858 | .k(k) |
| 3859 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3860 | } |
| 3861 | } |
| 3862 | |
| 3863 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MLAL_LD4R, k_lt_16_subtile) { |
| 3864 | TEST_REQUIRES_ARM_NEON; |
| 3865 | for (size_t k = 1; k < 16; k++) { |
| 3866 | for (uint32_t n = 1; n <= 8; n++) { |
| 3867 | for (uint32_t m = 1; m <= 4; m++) { |
| 3868 | GemmMicrokernelTester() |
| 3869 | .mr(4) |
| 3870 | .nr(8) |
| 3871 | .kr(2) |
| 3872 | .sr(1) |
| 3873 | .m(m) |
| 3874 | .n(n) |
| 3875 | .k(k) |
| 3876 | .iterations(1) |
| 3877 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3878 | } |
| 3879 | } |
| 3880 | } |
| 3881 | } |
| 3882 | |
| 3883 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MLAL_LD4R, k_gt_16) { |
| 3884 | TEST_REQUIRES_ARM_NEON; |
| 3885 | for (size_t k = 17; k < 32; k++) { |
| 3886 | GemmMicrokernelTester() |
| 3887 | .mr(4) |
| 3888 | .nr(8) |
| 3889 | .kr(2) |
| 3890 | .sr(1) |
| 3891 | .m(4) |
| 3892 | .n(8) |
| 3893 | .k(k) |
| 3894 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3895 | } |
| 3896 | } |
| 3897 | |
| 3898 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MLAL_LD4R, k_gt_16_subtile) { |
| 3899 | TEST_REQUIRES_ARM_NEON; |
| 3900 | for (size_t k = 17; k < 32; k++) { |
| 3901 | for (uint32_t n = 1; n <= 8; n++) { |
| 3902 | for (uint32_t m = 1; m <= 4; m++) { |
| 3903 | GemmMicrokernelTester() |
| 3904 | .mr(4) |
| 3905 | .nr(8) |
| 3906 | .kr(2) |
| 3907 | .sr(1) |
| 3908 | .m(m) |
| 3909 | .n(n) |
| 3910 | .k(k) |
| 3911 | .iterations(1) |
| 3912 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3913 | } |
| 3914 | } |
| 3915 | } |
| 3916 | } |
| 3917 | |
| 3918 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MLAL_LD4R, k_div_16) { |
| 3919 | TEST_REQUIRES_ARM_NEON; |
| 3920 | for (size_t k = 32; k <= 160; k += 16) { |
| 3921 | GemmMicrokernelTester() |
| 3922 | .mr(4) |
| 3923 | .nr(8) |
| 3924 | .kr(2) |
| 3925 | .sr(1) |
| 3926 | .m(4) |
| 3927 | .n(8) |
| 3928 | .k(k) |
| 3929 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3930 | } |
| 3931 | } |
| 3932 | |
| 3933 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MLAL_LD4R, k_div_16_subtile) { |
| 3934 | TEST_REQUIRES_ARM_NEON; |
| 3935 | for (size_t k = 32; k <= 160; k += 16) { |
| 3936 | for (uint32_t n = 1; n <= 8; n++) { |
| 3937 | for (uint32_t m = 1; m <= 4; m++) { |
| 3938 | GemmMicrokernelTester() |
| 3939 | .mr(4) |
| 3940 | .nr(8) |
| 3941 | .kr(2) |
| 3942 | .sr(1) |
| 3943 | .m(m) |
| 3944 | .n(n) |
| 3945 | .k(k) |
| 3946 | .iterations(1) |
| 3947 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3948 | } |
| 3949 | } |
| 3950 | } |
| 3951 | } |
| 3952 | |
| 3953 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MLAL_LD4R, n_gt_8) { |
| 3954 | TEST_REQUIRES_ARM_NEON; |
| 3955 | for (uint32_t n = 9; n < 16; n++) { |
| 3956 | for (size_t k = 1; k <= 80; k += 17) { |
| 3957 | GemmMicrokernelTester() |
| 3958 | .mr(4) |
| 3959 | .nr(8) |
| 3960 | .kr(2) |
| 3961 | .sr(1) |
| 3962 | .m(4) |
| 3963 | .n(n) |
| 3964 | .k(k) |
| 3965 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3966 | } |
| 3967 | } |
| 3968 | } |
| 3969 | |
| 3970 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MLAL_LD4R, n_gt_8_strided_cn) { |
| 3971 | TEST_REQUIRES_ARM_NEON; |
| 3972 | for (uint32_t n = 9; n < 16; n++) { |
| 3973 | for (size_t k = 1; k <= 80; k += 17) { |
| 3974 | GemmMicrokernelTester() |
| 3975 | .mr(4) |
| 3976 | .nr(8) |
| 3977 | .kr(2) |
| 3978 | .sr(1) |
| 3979 | .m(4) |
| 3980 | .n(n) |
| 3981 | .k(k) |
| 3982 | .cn_stride(11) |
| 3983 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 3984 | } |
| 3985 | } |
| 3986 | } |
| 3987 | |
| 3988 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MLAL_LD4R, n_gt_8_subtile) { |
| 3989 | TEST_REQUIRES_ARM_NEON; |
| 3990 | for (uint32_t n = 9; n < 16; n++) { |
| 3991 | for (size_t k = 1; k <= 80; k += 17) { |
| 3992 | for (uint32_t m = 1; m <= 4; m++) { |
| 3993 | GemmMicrokernelTester() |
| 3994 | .mr(4) |
| 3995 | .nr(8) |
| 3996 | .kr(2) |
| 3997 | .sr(1) |
| 3998 | .m(m) |
| 3999 | .n(n) |
| 4000 | .k(k) |
| 4001 | .iterations(1) |
| 4002 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4003 | } |
| 4004 | } |
| 4005 | } |
| 4006 | } |
| 4007 | |
| 4008 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MLAL_LD4R, n_div_8) { |
| 4009 | TEST_REQUIRES_ARM_NEON; |
| 4010 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 4011 | for (size_t k = 1; k <= 80; k += 17) { |
| 4012 | GemmMicrokernelTester() |
| 4013 | .mr(4) |
| 4014 | .nr(8) |
| 4015 | .kr(2) |
| 4016 | .sr(1) |
| 4017 | .m(4) |
| 4018 | .n(n) |
| 4019 | .k(k) |
| 4020 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4021 | } |
| 4022 | } |
| 4023 | } |
| 4024 | |
| 4025 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MLAL_LD4R, n_div_8_strided_cn) { |
| 4026 | TEST_REQUIRES_ARM_NEON; |
| 4027 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 4028 | for (size_t k = 1; k <= 80; k += 17) { |
| 4029 | GemmMicrokernelTester() |
| 4030 | .mr(4) |
| 4031 | .nr(8) |
| 4032 | .kr(2) |
| 4033 | .sr(1) |
| 4034 | .m(4) |
| 4035 | .n(n) |
| 4036 | .k(k) |
| 4037 | .cn_stride(11) |
| 4038 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4039 | } |
| 4040 | } |
| 4041 | } |
| 4042 | |
| 4043 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MLAL_LD4R, n_div_8_subtile) { |
| 4044 | TEST_REQUIRES_ARM_NEON; |
| 4045 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 4046 | for (size_t k = 1; k <= 80; k += 17) { |
| 4047 | for (uint32_t m = 1; m <= 4; m++) { |
| 4048 | GemmMicrokernelTester() |
| 4049 | .mr(4) |
| 4050 | .nr(8) |
| 4051 | .kr(2) |
| 4052 | .sr(1) |
| 4053 | .m(m) |
| 4054 | .n(n) |
| 4055 | .k(k) |
| 4056 | .iterations(1) |
| 4057 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4058 | } |
| 4059 | } |
| 4060 | } |
| 4061 | } |
| 4062 | |
| 4063 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MLAL_LD4R, small_kernel) { |
| 4064 | TEST_REQUIRES_ARM_NEON; |
| 4065 | for (size_t k = 1; k <= 80; k += 17) { |
| 4066 | GemmMicrokernelTester() |
| 4067 | .mr(4) |
| 4068 | .nr(8) |
| 4069 | .kr(2) |
| 4070 | .sr(1) |
| 4071 | .m(4) |
| 4072 | .n(8) |
| 4073 | .k(k) |
| 4074 | .ks(3) |
| 4075 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4076 | } |
| 4077 | } |
| 4078 | |
| 4079 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MLAL_LD4R, small_kernel_subtile) { |
| 4080 | TEST_REQUIRES_ARM_NEON; |
| 4081 | for (size_t k = 1; k <= 80; k += 17) { |
| 4082 | for (uint32_t n = 1; n <= 8; n++) { |
| 4083 | for (uint32_t m = 1; m <= 4; m++) { |
| 4084 | GemmMicrokernelTester() |
| 4085 | .mr(4) |
| 4086 | .nr(8) |
| 4087 | .kr(2) |
| 4088 | .sr(1) |
| 4089 | .m(m) |
| 4090 | .n(n) |
| 4091 | .k(k) |
| 4092 | .ks(3) |
| 4093 | .iterations(1) |
| 4094 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4095 | } |
| 4096 | } |
| 4097 | } |
| 4098 | } |
| 4099 | |
| 4100 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MLAL_LD4R, n_gt_8_small_kernel) { |
| 4101 | TEST_REQUIRES_ARM_NEON; |
| 4102 | for (uint32_t n = 9; n < 16; n++) { |
| 4103 | for (size_t k = 1; k <= 80; k += 17) { |
| 4104 | GemmMicrokernelTester() |
| 4105 | .mr(4) |
| 4106 | .nr(8) |
| 4107 | .kr(2) |
| 4108 | .sr(1) |
| 4109 | .m(4) |
| 4110 | .n(n) |
| 4111 | .k(k) |
| 4112 | .ks(3) |
| 4113 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4114 | } |
| 4115 | } |
| 4116 | } |
| 4117 | |
| 4118 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MLAL_LD4R, n_div_8_small_kernel) { |
| 4119 | TEST_REQUIRES_ARM_NEON; |
| 4120 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 4121 | for (size_t k = 1; k <= 80; k += 17) { |
| 4122 | GemmMicrokernelTester() |
| 4123 | .mr(4) |
| 4124 | .nr(8) |
| 4125 | .kr(2) |
| 4126 | .sr(1) |
| 4127 | .m(4) |
| 4128 | .n(n) |
| 4129 | .k(k) |
| 4130 | .ks(3) |
| 4131 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4132 | } |
| 4133 | } |
| 4134 | } |
| 4135 | |
| 4136 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MLAL_LD4R, strided_cm_subtile) { |
| 4137 | TEST_REQUIRES_ARM_NEON; |
| 4138 | for (size_t k = 1; k <= 80; k += 17) { |
| 4139 | for (uint32_t n = 1; n <= 8; n++) { |
| 4140 | for (uint32_t m = 1; m <= 4; m++) { |
| 4141 | GemmMicrokernelTester() |
| 4142 | .mr(4) |
| 4143 | .nr(8) |
| 4144 | .kr(2) |
| 4145 | .sr(1) |
| 4146 | .m(m) |
| 4147 | .n(n) |
| 4148 | .k(k) |
| 4149 | .cm_stride(11) |
| 4150 | .iterations(1) |
| 4151 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4152 | } |
| 4153 | } |
| 4154 | } |
| 4155 | } |
| 4156 | |
| 4157 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MLAL_LD4R, a_offset) { |
| 4158 | TEST_REQUIRES_ARM_NEON; |
| 4159 | for (size_t k = 1; k <= 80; k += 17) { |
| 4160 | GemmMicrokernelTester() |
| 4161 | .mr(4) |
| 4162 | .nr(8) |
| 4163 | .kr(2) |
| 4164 | .sr(1) |
| 4165 | .m(4) |
| 4166 | .n(8) |
| 4167 | .k(k) |
| 4168 | .ks(3) |
| 4169 | .a_offset(331) |
| 4170 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4171 | } |
| 4172 | } |
| 4173 | |
| 4174 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MLAL_LD4R, zero) { |
| 4175 | TEST_REQUIRES_ARM_NEON; |
| 4176 | for (size_t k = 1; k <= 80; k += 17) { |
| 4177 | for (uint32_t mz = 0; mz < 4; mz++) { |
| 4178 | GemmMicrokernelTester() |
| 4179 | .mr(4) |
| 4180 | .nr(8) |
| 4181 | .kr(2) |
| 4182 | .sr(1) |
| 4183 | .m(4) |
| 4184 | .n(8) |
| 4185 | .k(k) |
| 4186 | .ks(3) |
| 4187 | .a_offset(331) |
| 4188 | .zero_index(mz) |
| 4189 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4190 | } |
| 4191 | } |
| 4192 | } |
| 4193 | |
| 4194 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MLAL_LD4R, qmin) { |
| 4195 | TEST_REQUIRES_ARM_NEON; |
| 4196 | GemmMicrokernelTester() |
| 4197 | .mr(4) |
| 4198 | .nr(8) |
| 4199 | .kr(2) |
| 4200 | .sr(1) |
| 4201 | .m(4) |
| 4202 | .n(8) |
| 4203 | .k(16) |
| 4204 | .qmin(128) |
| 4205 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4206 | } |
| 4207 | |
| 4208 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MLAL_LD4R, qmax) { |
| 4209 | TEST_REQUIRES_ARM_NEON; |
| 4210 | GemmMicrokernelTester() |
| 4211 | .mr(4) |
| 4212 | .nr(8) |
| 4213 | .kr(2) |
| 4214 | .sr(1) |
| 4215 | .m(4) |
| 4216 | .n(8) |
| 4217 | .k(16) |
| 4218 | .qmax(128) |
| 4219 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4220 | } |
| 4221 | |
| 4222 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MLAL_LD4R, strided_cm) { |
| 4223 | TEST_REQUIRES_ARM_NEON; |
| 4224 | GemmMicrokernelTester() |
| 4225 | .mr(4) |
| 4226 | .nr(8) |
| 4227 | .kr(2) |
| 4228 | .sr(1) |
| 4229 | .m(4) |
| 4230 | .n(8) |
| 4231 | .k(16) |
| 4232 | .cm_stride(11) |
| 4233 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mlal_ld4r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4234 | } |
| 4235 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 4236 | |
| 4237 | |
| 4238 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 4239 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4S2__NEON_MULL, k_eq_8) { |
| 4240 | TEST_REQUIRES_ARM_NEON; |
| 4241 | GemmMicrokernelTester() |
| 4242 | .mr(1) |
| 4243 | .nr(8) |
| 4244 | .kr(4) |
| 4245 | .sr(2) |
| 4246 | .m(1) |
| 4247 | .n(8) |
| 4248 | .k(8) |
| 4249 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4250 | } |
| 4251 | |
| 4252 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4S2__NEON_MULL, strided_cn) { |
| 4253 | TEST_REQUIRES_ARM_NEON; |
| 4254 | GemmMicrokernelTester() |
| 4255 | .mr(1) |
| 4256 | .nr(8) |
| 4257 | .kr(4) |
| 4258 | .sr(2) |
| 4259 | .m(1) |
| 4260 | .n(8) |
| 4261 | .k(8) |
| 4262 | .cn_stride(11) |
| 4263 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4264 | } |
| 4265 | |
| 4266 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4S2__NEON_MULL, k_eq_8_subtile) { |
| 4267 | TEST_REQUIRES_ARM_NEON; |
| 4268 | for (uint32_t n = 1; n <= 8; n++) { |
| 4269 | for (uint32_t m = 1; m <= 1; m++) { |
| 4270 | GemmMicrokernelTester() |
| 4271 | .mr(1) |
| 4272 | .nr(8) |
| 4273 | .kr(4) |
| 4274 | .sr(2) |
| 4275 | .m(m) |
| 4276 | .n(n) |
| 4277 | .k(8) |
| 4278 | .iterations(1) |
| 4279 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4280 | } |
| 4281 | } |
| 4282 | } |
| 4283 | |
| 4284 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4S2__NEON_MULL, k_eq_8_subtile_m) { |
| 4285 | TEST_REQUIRES_ARM_NEON; |
| 4286 | for (uint32_t m = 1; m <= 1; m++) { |
| 4287 | GemmMicrokernelTester() |
| 4288 | .mr(1) |
| 4289 | .nr(8) |
| 4290 | .kr(4) |
| 4291 | .sr(2) |
| 4292 | .m(m) |
| 4293 | .n(8) |
| 4294 | .k(8) |
| 4295 | .iterations(1) |
| 4296 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4297 | } |
| 4298 | } |
| 4299 | |
| 4300 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4S2__NEON_MULL, k_eq_8_subtile_n) { |
| 4301 | TEST_REQUIRES_ARM_NEON; |
| 4302 | for (uint32_t n = 1; n <= 8; n++) { |
| 4303 | GemmMicrokernelTester() |
| 4304 | .mr(1) |
| 4305 | .nr(8) |
| 4306 | .kr(4) |
| 4307 | .sr(2) |
| 4308 | .m(1) |
| 4309 | .n(n) |
| 4310 | .k(8) |
| 4311 | .iterations(1) |
| 4312 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4313 | } |
| 4314 | } |
| 4315 | |
| 4316 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4S2__NEON_MULL, k_lt_8) { |
| 4317 | TEST_REQUIRES_ARM_NEON; |
| 4318 | for (size_t k = 1; k < 8; k++) { |
| 4319 | GemmMicrokernelTester() |
| 4320 | .mr(1) |
| 4321 | .nr(8) |
| 4322 | .kr(4) |
| 4323 | .sr(2) |
| 4324 | .m(1) |
| 4325 | .n(8) |
| 4326 | .k(k) |
| 4327 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4328 | } |
| 4329 | } |
| 4330 | |
| 4331 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4S2__NEON_MULL, k_lt_8_subtile) { |
| 4332 | TEST_REQUIRES_ARM_NEON; |
| 4333 | for (size_t k = 1; k < 8; k++) { |
| 4334 | for (uint32_t n = 1; n <= 8; n++) { |
| 4335 | for (uint32_t m = 1; m <= 1; m++) { |
| 4336 | GemmMicrokernelTester() |
| 4337 | .mr(1) |
| 4338 | .nr(8) |
| 4339 | .kr(4) |
| 4340 | .sr(2) |
| 4341 | .m(m) |
| 4342 | .n(n) |
| 4343 | .k(k) |
| 4344 | .iterations(1) |
| 4345 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4346 | } |
| 4347 | } |
| 4348 | } |
| 4349 | } |
| 4350 | |
| 4351 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4S2__NEON_MULL, k_gt_8) { |
| 4352 | TEST_REQUIRES_ARM_NEON; |
| 4353 | for (size_t k = 9; k < 16; k++) { |
| 4354 | GemmMicrokernelTester() |
| 4355 | .mr(1) |
| 4356 | .nr(8) |
| 4357 | .kr(4) |
| 4358 | .sr(2) |
| 4359 | .m(1) |
| 4360 | .n(8) |
| 4361 | .k(k) |
| 4362 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4363 | } |
| 4364 | } |
| 4365 | |
| 4366 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4S2__NEON_MULL, k_gt_8_subtile) { |
| 4367 | TEST_REQUIRES_ARM_NEON; |
| 4368 | for (size_t k = 9; k < 16; k++) { |
| 4369 | for (uint32_t n = 1; n <= 8; n++) { |
| 4370 | for (uint32_t m = 1; m <= 1; m++) { |
| 4371 | GemmMicrokernelTester() |
| 4372 | .mr(1) |
| 4373 | .nr(8) |
| 4374 | .kr(4) |
| 4375 | .sr(2) |
| 4376 | .m(m) |
| 4377 | .n(n) |
| 4378 | .k(k) |
| 4379 | .iterations(1) |
| 4380 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4381 | } |
| 4382 | } |
| 4383 | } |
| 4384 | } |
| 4385 | |
| 4386 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4S2__NEON_MULL, k_div_8) { |
| 4387 | TEST_REQUIRES_ARM_NEON; |
| 4388 | for (size_t k = 16; k <= 80; k += 8) { |
| 4389 | GemmMicrokernelTester() |
| 4390 | .mr(1) |
| 4391 | .nr(8) |
| 4392 | .kr(4) |
| 4393 | .sr(2) |
| 4394 | .m(1) |
| 4395 | .n(8) |
| 4396 | .k(k) |
| 4397 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4398 | } |
| 4399 | } |
| 4400 | |
| 4401 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4S2__NEON_MULL, k_div_8_subtile) { |
| 4402 | TEST_REQUIRES_ARM_NEON; |
| 4403 | for (size_t k = 16; k <= 80; k += 8) { |
| 4404 | for (uint32_t n = 1; n <= 8; n++) { |
| 4405 | for (uint32_t m = 1; m <= 1; m++) { |
| 4406 | GemmMicrokernelTester() |
| 4407 | .mr(1) |
| 4408 | .nr(8) |
| 4409 | .kr(4) |
| 4410 | .sr(2) |
| 4411 | .m(m) |
| 4412 | .n(n) |
| 4413 | .k(k) |
| 4414 | .iterations(1) |
| 4415 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4416 | } |
| 4417 | } |
| 4418 | } |
| 4419 | } |
| 4420 | |
| 4421 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4S2__NEON_MULL, n_gt_8) { |
| 4422 | TEST_REQUIRES_ARM_NEON; |
| 4423 | for (uint32_t n = 9; n < 16; n++) { |
| 4424 | for (size_t k = 1; k <= 40; k += 9) { |
| 4425 | GemmMicrokernelTester() |
| 4426 | .mr(1) |
| 4427 | .nr(8) |
| 4428 | .kr(4) |
| 4429 | .sr(2) |
| 4430 | .m(1) |
| 4431 | .n(n) |
| 4432 | .k(k) |
| 4433 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4434 | } |
| 4435 | } |
| 4436 | } |
| 4437 | |
| 4438 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4S2__NEON_MULL, n_gt_8_strided_cn) { |
| 4439 | TEST_REQUIRES_ARM_NEON; |
| 4440 | for (uint32_t n = 9; n < 16; n++) { |
| 4441 | for (size_t k = 1; k <= 40; k += 9) { |
| 4442 | GemmMicrokernelTester() |
| 4443 | .mr(1) |
| 4444 | .nr(8) |
| 4445 | .kr(4) |
| 4446 | .sr(2) |
| 4447 | .m(1) |
| 4448 | .n(n) |
| 4449 | .k(k) |
| 4450 | .cn_stride(11) |
| 4451 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4452 | } |
| 4453 | } |
| 4454 | } |
| 4455 | |
| 4456 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4S2__NEON_MULL, n_gt_8_subtile) { |
| 4457 | TEST_REQUIRES_ARM_NEON; |
| 4458 | for (uint32_t n = 9; n < 16; n++) { |
| 4459 | for (size_t k = 1; k <= 40; k += 9) { |
| 4460 | for (uint32_t m = 1; m <= 1; m++) { |
| 4461 | GemmMicrokernelTester() |
| 4462 | .mr(1) |
| 4463 | .nr(8) |
| 4464 | .kr(4) |
| 4465 | .sr(2) |
| 4466 | .m(m) |
| 4467 | .n(n) |
| 4468 | .k(k) |
| 4469 | .iterations(1) |
| 4470 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4471 | } |
| 4472 | } |
| 4473 | } |
| 4474 | } |
| 4475 | |
| 4476 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4S2__NEON_MULL, n_div_8) { |
| 4477 | TEST_REQUIRES_ARM_NEON; |
| 4478 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 4479 | for (size_t k = 1; k <= 40; k += 9) { |
| 4480 | GemmMicrokernelTester() |
| 4481 | .mr(1) |
| 4482 | .nr(8) |
| 4483 | .kr(4) |
| 4484 | .sr(2) |
| 4485 | .m(1) |
| 4486 | .n(n) |
| 4487 | .k(k) |
| 4488 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4489 | } |
| 4490 | } |
| 4491 | } |
| 4492 | |
| 4493 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4S2__NEON_MULL, n_div_8_strided_cn) { |
| 4494 | TEST_REQUIRES_ARM_NEON; |
| 4495 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 4496 | for (size_t k = 1; k <= 40; k += 9) { |
| 4497 | GemmMicrokernelTester() |
| 4498 | .mr(1) |
| 4499 | .nr(8) |
| 4500 | .kr(4) |
| 4501 | .sr(2) |
| 4502 | .m(1) |
| 4503 | .n(n) |
| 4504 | .k(k) |
| 4505 | .cn_stride(11) |
| 4506 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4507 | } |
| 4508 | } |
| 4509 | } |
| 4510 | |
| 4511 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4S2__NEON_MULL, n_div_8_subtile) { |
| 4512 | TEST_REQUIRES_ARM_NEON; |
| 4513 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 4514 | for (size_t k = 1; k <= 40; k += 9) { |
| 4515 | for (uint32_t m = 1; m <= 1; m++) { |
| 4516 | GemmMicrokernelTester() |
| 4517 | .mr(1) |
| 4518 | .nr(8) |
| 4519 | .kr(4) |
| 4520 | .sr(2) |
| 4521 | .m(m) |
| 4522 | .n(n) |
| 4523 | .k(k) |
| 4524 | .iterations(1) |
| 4525 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4526 | } |
| 4527 | } |
| 4528 | } |
| 4529 | } |
| 4530 | |
| 4531 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4S2__NEON_MULL, small_kernel) { |
| 4532 | TEST_REQUIRES_ARM_NEON; |
| 4533 | for (size_t k = 1; k <= 40; k += 9) { |
| 4534 | GemmMicrokernelTester() |
| 4535 | .mr(1) |
| 4536 | .nr(8) |
| 4537 | .kr(4) |
| 4538 | .sr(2) |
| 4539 | .m(1) |
| 4540 | .n(8) |
| 4541 | .k(k) |
| 4542 | .ks(3) |
| 4543 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4544 | } |
| 4545 | } |
| 4546 | |
| 4547 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4S2__NEON_MULL, small_kernel_subtile) { |
| 4548 | TEST_REQUIRES_ARM_NEON; |
| 4549 | for (size_t k = 1; k <= 40; k += 9) { |
| 4550 | for (uint32_t n = 1; n <= 8; n++) { |
| 4551 | for (uint32_t m = 1; m <= 1; m++) { |
| 4552 | GemmMicrokernelTester() |
| 4553 | .mr(1) |
| 4554 | .nr(8) |
| 4555 | .kr(4) |
| 4556 | .sr(2) |
| 4557 | .m(m) |
| 4558 | .n(n) |
| 4559 | .k(k) |
| 4560 | .ks(3) |
| 4561 | .iterations(1) |
| 4562 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4563 | } |
| 4564 | } |
| 4565 | } |
| 4566 | } |
| 4567 | |
| 4568 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4S2__NEON_MULL, n_gt_8_small_kernel) { |
| 4569 | TEST_REQUIRES_ARM_NEON; |
| 4570 | for (uint32_t n = 9; n < 16; n++) { |
| 4571 | for (size_t k = 1; k <= 40; k += 9) { |
| 4572 | GemmMicrokernelTester() |
| 4573 | .mr(1) |
| 4574 | .nr(8) |
| 4575 | .kr(4) |
| 4576 | .sr(2) |
| 4577 | .m(1) |
| 4578 | .n(n) |
| 4579 | .k(k) |
| 4580 | .ks(3) |
| 4581 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4582 | } |
| 4583 | } |
| 4584 | } |
| 4585 | |
| 4586 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4S2__NEON_MULL, n_div_8_small_kernel) { |
| 4587 | TEST_REQUIRES_ARM_NEON; |
| 4588 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 4589 | for (size_t k = 1; k <= 40; k += 9) { |
| 4590 | GemmMicrokernelTester() |
| 4591 | .mr(1) |
| 4592 | .nr(8) |
| 4593 | .kr(4) |
| 4594 | .sr(2) |
| 4595 | .m(1) |
| 4596 | .n(n) |
| 4597 | .k(k) |
| 4598 | .ks(3) |
| 4599 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4600 | } |
| 4601 | } |
| 4602 | } |
| 4603 | |
| 4604 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4S2__NEON_MULL, strided_cm_subtile) { |
| 4605 | TEST_REQUIRES_ARM_NEON; |
| 4606 | for (size_t k = 1; k <= 40; k += 9) { |
| 4607 | for (uint32_t n = 1; n <= 8; n++) { |
| 4608 | for (uint32_t m = 1; m <= 1; m++) { |
| 4609 | GemmMicrokernelTester() |
| 4610 | .mr(1) |
| 4611 | .nr(8) |
| 4612 | .kr(4) |
| 4613 | .sr(2) |
| 4614 | .m(m) |
| 4615 | .n(n) |
| 4616 | .k(k) |
| 4617 | .cm_stride(11) |
| 4618 | .iterations(1) |
| 4619 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4620 | } |
| 4621 | } |
| 4622 | } |
| 4623 | } |
| 4624 | |
| 4625 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4S2__NEON_MULL, a_offset) { |
| 4626 | TEST_REQUIRES_ARM_NEON; |
| 4627 | for (size_t k = 1; k <= 40; k += 9) { |
| 4628 | GemmMicrokernelTester() |
| 4629 | .mr(1) |
| 4630 | .nr(8) |
| 4631 | .kr(4) |
| 4632 | .sr(2) |
| 4633 | .m(1) |
| 4634 | .n(8) |
| 4635 | .k(k) |
| 4636 | .ks(3) |
| 4637 | .a_offset(43) |
| 4638 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4639 | } |
| 4640 | } |
| 4641 | |
| 4642 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4S2__NEON_MULL, zero) { |
| 4643 | TEST_REQUIRES_ARM_NEON; |
| 4644 | for (size_t k = 1; k <= 40; k += 9) { |
| 4645 | for (uint32_t mz = 0; mz < 1; mz++) { |
| 4646 | GemmMicrokernelTester() |
| 4647 | .mr(1) |
| 4648 | .nr(8) |
| 4649 | .kr(4) |
| 4650 | .sr(2) |
| 4651 | .m(1) |
| 4652 | .n(8) |
| 4653 | .k(k) |
| 4654 | .ks(3) |
| 4655 | .a_offset(43) |
| 4656 | .zero_index(mz) |
| 4657 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4658 | } |
| 4659 | } |
| 4660 | } |
| 4661 | |
| 4662 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4S2__NEON_MULL, qmin) { |
| 4663 | TEST_REQUIRES_ARM_NEON; |
| 4664 | GemmMicrokernelTester() |
| 4665 | .mr(1) |
| 4666 | .nr(8) |
| 4667 | .kr(4) |
| 4668 | .sr(2) |
| 4669 | .m(1) |
| 4670 | .n(8) |
| 4671 | .k(8) |
| 4672 | .qmin(128) |
| 4673 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4674 | } |
| 4675 | |
| 4676 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4S2__NEON_MULL, qmax) { |
| 4677 | TEST_REQUIRES_ARM_NEON; |
| 4678 | GemmMicrokernelTester() |
| 4679 | .mr(1) |
| 4680 | .nr(8) |
| 4681 | .kr(4) |
| 4682 | .sr(2) |
| 4683 | .m(1) |
| 4684 | .n(8) |
| 4685 | .k(8) |
| 4686 | .qmax(128) |
| 4687 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4688 | } |
| 4689 | |
| 4690 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4S2__NEON_MULL, strided_cm) { |
| 4691 | TEST_REQUIRES_ARM_NEON; |
| 4692 | GemmMicrokernelTester() |
| 4693 | .mr(1) |
| 4694 | .nr(8) |
| 4695 | .kr(4) |
| 4696 | .sr(2) |
| 4697 | .m(1) |
| 4698 | .n(8) |
| 4699 | .k(8) |
| 4700 | .cm_stride(11) |
| 4701 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4702 | } |
| 4703 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 4704 | |
| 4705 | |
| 4706 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 4707 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4S2__NEON_MULL, k_eq_8) { |
| 4708 | TEST_REQUIRES_ARM_NEON; |
| 4709 | GemmMicrokernelTester() |
| 4710 | .mr(4) |
| 4711 | .nr(16) |
| 4712 | .kr(4) |
| 4713 | .sr(2) |
| 4714 | .m(4) |
| 4715 | .n(16) |
| 4716 | .k(8) |
| 4717 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4718 | } |
| 4719 | |
| 4720 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4S2__NEON_MULL, strided_cn) { |
| 4721 | TEST_REQUIRES_ARM_NEON; |
| 4722 | GemmMicrokernelTester() |
| 4723 | .mr(4) |
| 4724 | .nr(16) |
| 4725 | .kr(4) |
| 4726 | .sr(2) |
| 4727 | .m(4) |
| 4728 | .n(16) |
| 4729 | .k(8) |
| 4730 | .cn_stride(19) |
| 4731 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4732 | } |
| 4733 | |
| 4734 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4S2__NEON_MULL, k_eq_8_subtile) { |
| 4735 | TEST_REQUIRES_ARM_NEON; |
| 4736 | for (uint32_t n = 1; n <= 16; n++) { |
| 4737 | for (uint32_t m = 1; m <= 4; m++) { |
| 4738 | GemmMicrokernelTester() |
| 4739 | .mr(4) |
| 4740 | .nr(16) |
| 4741 | .kr(4) |
| 4742 | .sr(2) |
| 4743 | .m(m) |
| 4744 | .n(n) |
| 4745 | .k(8) |
| 4746 | .iterations(1) |
| 4747 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4748 | } |
| 4749 | } |
| 4750 | } |
| 4751 | |
| 4752 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4S2__NEON_MULL, k_eq_8_subtile_m) { |
| 4753 | TEST_REQUIRES_ARM_NEON; |
| 4754 | for (uint32_t m = 1; m <= 4; m++) { |
| 4755 | GemmMicrokernelTester() |
| 4756 | .mr(4) |
| 4757 | .nr(16) |
| 4758 | .kr(4) |
| 4759 | .sr(2) |
| 4760 | .m(m) |
| 4761 | .n(16) |
| 4762 | .k(8) |
| 4763 | .iterations(1) |
| 4764 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4765 | } |
| 4766 | } |
| 4767 | |
| 4768 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4S2__NEON_MULL, k_eq_8_subtile_n) { |
| 4769 | TEST_REQUIRES_ARM_NEON; |
| 4770 | for (uint32_t n = 1; n <= 16; n++) { |
| 4771 | GemmMicrokernelTester() |
| 4772 | .mr(4) |
| 4773 | .nr(16) |
| 4774 | .kr(4) |
| 4775 | .sr(2) |
| 4776 | .m(4) |
| 4777 | .n(n) |
| 4778 | .k(8) |
| 4779 | .iterations(1) |
| 4780 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4781 | } |
| 4782 | } |
| 4783 | |
| 4784 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4S2__NEON_MULL, k_lt_8) { |
| 4785 | TEST_REQUIRES_ARM_NEON; |
| 4786 | for (size_t k = 1; k < 8; k++) { |
| 4787 | GemmMicrokernelTester() |
| 4788 | .mr(4) |
| 4789 | .nr(16) |
| 4790 | .kr(4) |
| 4791 | .sr(2) |
| 4792 | .m(4) |
| 4793 | .n(16) |
| 4794 | .k(k) |
| 4795 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4796 | } |
| 4797 | } |
| 4798 | |
| 4799 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4S2__NEON_MULL, k_lt_8_subtile) { |
| 4800 | TEST_REQUIRES_ARM_NEON; |
| 4801 | for (size_t k = 1; k < 8; k++) { |
| 4802 | for (uint32_t n = 1; n <= 16; n++) { |
| 4803 | for (uint32_t m = 1; m <= 4; m++) { |
| 4804 | GemmMicrokernelTester() |
| 4805 | .mr(4) |
| 4806 | .nr(16) |
| 4807 | .kr(4) |
| 4808 | .sr(2) |
| 4809 | .m(m) |
| 4810 | .n(n) |
| 4811 | .k(k) |
| 4812 | .iterations(1) |
| 4813 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4814 | } |
| 4815 | } |
| 4816 | } |
| 4817 | } |
| 4818 | |
| 4819 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4S2__NEON_MULL, k_gt_8) { |
| 4820 | TEST_REQUIRES_ARM_NEON; |
| 4821 | for (size_t k = 9; k < 16; k++) { |
| 4822 | GemmMicrokernelTester() |
| 4823 | .mr(4) |
| 4824 | .nr(16) |
| 4825 | .kr(4) |
| 4826 | .sr(2) |
| 4827 | .m(4) |
| 4828 | .n(16) |
| 4829 | .k(k) |
| 4830 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4831 | } |
| 4832 | } |
| 4833 | |
| 4834 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4S2__NEON_MULL, k_gt_8_subtile) { |
| 4835 | TEST_REQUIRES_ARM_NEON; |
| 4836 | for (size_t k = 9; k < 16; k++) { |
| 4837 | for (uint32_t n = 1; n <= 16; n++) { |
| 4838 | for (uint32_t m = 1; m <= 4; m++) { |
| 4839 | GemmMicrokernelTester() |
| 4840 | .mr(4) |
| 4841 | .nr(16) |
| 4842 | .kr(4) |
| 4843 | .sr(2) |
| 4844 | .m(m) |
| 4845 | .n(n) |
| 4846 | .k(k) |
| 4847 | .iterations(1) |
| 4848 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4849 | } |
| 4850 | } |
| 4851 | } |
| 4852 | } |
| 4853 | |
| 4854 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4S2__NEON_MULL, k_div_8) { |
| 4855 | TEST_REQUIRES_ARM_NEON; |
| 4856 | for (size_t k = 16; k <= 80; k += 8) { |
| 4857 | GemmMicrokernelTester() |
| 4858 | .mr(4) |
| 4859 | .nr(16) |
| 4860 | .kr(4) |
| 4861 | .sr(2) |
| 4862 | .m(4) |
| 4863 | .n(16) |
| 4864 | .k(k) |
| 4865 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4866 | } |
| 4867 | } |
| 4868 | |
| 4869 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4S2__NEON_MULL, k_div_8_subtile) { |
| 4870 | TEST_REQUIRES_ARM_NEON; |
| 4871 | for (size_t k = 16; k <= 80; k += 8) { |
| 4872 | for (uint32_t n = 1; n <= 16; n++) { |
| 4873 | for (uint32_t m = 1; m <= 4; m++) { |
| 4874 | GemmMicrokernelTester() |
| 4875 | .mr(4) |
| 4876 | .nr(16) |
| 4877 | .kr(4) |
| 4878 | .sr(2) |
| 4879 | .m(m) |
| 4880 | .n(n) |
| 4881 | .k(k) |
| 4882 | .iterations(1) |
| 4883 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4884 | } |
| 4885 | } |
| 4886 | } |
| 4887 | } |
| 4888 | |
| 4889 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4S2__NEON_MULL, n_gt_16) { |
| 4890 | TEST_REQUIRES_ARM_NEON; |
| 4891 | for (uint32_t n = 17; n < 32; n++) { |
| 4892 | for (size_t k = 1; k <= 40; k += 9) { |
| 4893 | GemmMicrokernelTester() |
| 4894 | .mr(4) |
| 4895 | .nr(16) |
| 4896 | .kr(4) |
| 4897 | .sr(2) |
| 4898 | .m(4) |
| 4899 | .n(n) |
| 4900 | .k(k) |
| 4901 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4902 | } |
| 4903 | } |
| 4904 | } |
| 4905 | |
| 4906 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4S2__NEON_MULL, n_gt_16_strided_cn) { |
| 4907 | TEST_REQUIRES_ARM_NEON; |
| 4908 | for (uint32_t n = 17; n < 32; n++) { |
| 4909 | for (size_t k = 1; k <= 40; k += 9) { |
| 4910 | GemmMicrokernelTester() |
| 4911 | .mr(4) |
| 4912 | .nr(16) |
| 4913 | .kr(4) |
| 4914 | .sr(2) |
| 4915 | .m(4) |
| 4916 | .n(n) |
| 4917 | .k(k) |
| 4918 | .cn_stride(19) |
| 4919 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4920 | } |
| 4921 | } |
| 4922 | } |
| 4923 | |
| 4924 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4S2__NEON_MULL, n_gt_16_subtile) { |
| 4925 | TEST_REQUIRES_ARM_NEON; |
| 4926 | for (uint32_t n = 17; n < 32; n++) { |
| 4927 | for (size_t k = 1; k <= 40; k += 9) { |
| 4928 | for (uint32_t m = 1; m <= 4; m++) { |
| 4929 | GemmMicrokernelTester() |
| 4930 | .mr(4) |
| 4931 | .nr(16) |
| 4932 | .kr(4) |
| 4933 | .sr(2) |
| 4934 | .m(m) |
| 4935 | .n(n) |
| 4936 | .k(k) |
| 4937 | .iterations(1) |
| 4938 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4939 | } |
| 4940 | } |
| 4941 | } |
| 4942 | } |
| 4943 | |
| 4944 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4S2__NEON_MULL, n_div_16) { |
| 4945 | TEST_REQUIRES_ARM_NEON; |
| 4946 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 4947 | for (size_t k = 1; k <= 40; k += 9) { |
| 4948 | GemmMicrokernelTester() |
| 4949 | .mr(4) |
| 4950 | .nr(16) |
| 4951 | .kr(4) |
| 4952 | .sr(2) |
| 4953 | .m(4) |
| 4954 | .n(n) |
| 4955 | .k(k) |
| 4956 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4957 | } |
| 4958 | } |
| 4959 | } |
| 4960 | |
| 4961 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4S2__NEON_MULL, n_div_16_strided_cn) { |
| 4962 | TEST_REQUIRES_ARM_NEON; |
| 4963 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 4964 | for (size_t k = 1; k <= 40; k += 9) { |
| 4965 | GemmMicrokernelTester() |
| 4966 | .mr(4) |
| 4967 | .nr(16) |
| 4968 | .kr(4) |
| 4969 | .sr(2) |
| 4970 | .m(4) |
| 4971 | .n(n) |
| 4972 | .k(k) |
| 4973 | .cn_stride(19) |
| 4974 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4975 | } |
| 4976 | } |
| 4977 | } |
| 4978 | |
| 4979 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4S2__NEON_MULL, n_div_16_subtile) { |
| 4980 | TEST_REQUIRES_ARM_NEON; |
| 4981 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 4982 | for (size_t k = 1; k <= 40; k += 9) { |
| 4983 | for (uint32_t m = 1; m <= 4; m++) { |
| 4984 | GemmMicrokernelTester() |
| 4985 | .mr(4) |
| 4986 | .nr(16) |
| 4987 | .kr(4) |
| 4988 | .sr(2) |
| 4989 | .m(m) |
| 4990 | .n(n) |
| 4991 | .k(k) |
| 4992 | .iterations(1) |
| 4993 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 4994 | } |
| 4995 | } |
| 4996 | } |
| 4997 | } |
| 4998 | |
| 4999 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4S2__NEON_MULL, small_kernel) { |
| 5000 | TEST_REQUIRES_ARM_NEON; |
| 5001 | for (size_t k = 1; k <= 40; k += 9) { |
| 5002 | GemmMicrokernelTester() |
| 5003 | .mr(4) |
| 5004 | .nr(16) |
| 5005 | .kr(4) |
| 5006 | .sr(2) |
| 5007 | .m(4) |
| 5008 | .n(16) |
| 5009 | .k(k) |
| 5010 | .ks(3) |
| 5011 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5012 | } |
| 5013 | } |
| 5014 | |
| 5015 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4S2__NEON_MULL, small_kernel_subtile) { |
| 5016 | TEST_REQUIRES_ARM_NEON; |
| 5017 | for (size_t k = 1; k <= 40; k += 9) { |
| 5018 | for (uint32_t n = 1; n <= 16; n++) { |
| 5019 | for (uint32_t m = 1; m <= 4; m++) { |
| 5020 | GemmMicrokernelTester() |
| 5021 | .mr(4) |
| 5022 | .nr(16) |
| 5023 | .kr(4) |
| 5024 | .sr(2) |
| 5025 | .m(m) |
| 5026 | .n(n) |
| 5027 | .k(k) |
| 5028 | .ks(3) |
| 5029 | .iterations(1) |
| 5030 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5031 | } |
| 5032 | } |
| 5033 | } |
| 5034 | } |
| 5035 | |
| 5036 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4S2__NEON_MULL, n_gt_16_small_kernel) { |
| 5037 | TEST_REQUIRES_ARM_NEON; |
| 5038 | for (uint32_t n = 17; n < 32; n++) { |
| 5039 | for (size_t k = 1; k <= 40; k += 9) { |
| 5040 | GemmMicrokernelTester() |
| 5041 | .mr(4) |
| 5042 | .nr(16) |
| 5043 | .kr(4) |
| 5044 | .sr(2) |
| 5045 | .m(4) |
| 5046 | .n(n) |
| 5047 | .k(k) |
| 5048 | .ks(3) |
| 5049 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5050 | } |
| 5051 | } |
| 5052 | } |
| 5053 | |
| 5054 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4S2__NEON_MULL, n_div_16_small_kernel) { |
| 5055 | TEST_REQUIRES_ARM_NEON; |
| 5056 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 5057 | for (size_t k = 1; k <= 40; k += 9) { |
| 5058 | GemmMicrokernelTester() |
| 5059 | .mr(4) |
| 5060 | .nr(16) |
| 5061 | .kr(4) |
| 5062 | .sr(2) |
| 5063 | .m(4) |
| 5064 | .n(n) |
| 5065 | .k(k) |
| 5066 | .ks(3) |
| 5067 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5068 | } |
| 5069 | } |
| 5070 | } |
| 5071 | |
| 5072 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4S2__NEON_MULL, strided_cm_subtile) { |
| 5073 | TEST_REQUIRES_ARM_NEON; |
| 5074 | for (size_t k = 1; k <= 40; k += 9) { |
| 5075 | for (uint32_t n = 1; n <= 16; n++) { |
| 5076 | for (uint32_t m = 1; m <= 4; m++) { |
| 5077 | GemmMicrokernelTester() |
| 5078 | .mr(4) |
| 5079 | .nr(16) |
| 5080 | .kr(4) |
| 5081 | .sr(2) |
| 5082 | .m(m) |
| 5083 | .n(n) |
| 5084 | .k(k) |
| 5085 | .cm_stride(19) |
| 5086 | .iterations(1) |
| 5087 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5088 | } |
| 5089 | } |
| 5090 | } |
| 5091 | } |
| 5092 | |
| 5093 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4S2__NEON_MULL, a_offset) { |
| 5094 | TEST_REQUIRES_ARM_NEON; |
| 5095 | for (size_t k = 1; k <= 40; k += 9) { |
| 5096 | GemmMicrokernelTester() |
| 5097 | .mr(4) |
| 5098 | .nr(16) |
| 5099 | .kr(4) |
| 5100 | .sr(2) |
| 5101 | .m(4) |
| 5102 | .n(16) |
| 5103 | .k(k) |
| 5104 | .ks(3) |
| 5105 | .a_offset(163) |
| 5106 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5107 | } |
| 5108 | } |
| 5109 | |
| 5110 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4S2__NEON_MULL, zero) { |
| 5111 | TEST_REQUIRES_ARM_NEON; |
| 5112 | for (size_t k = 1; k <= 40; k += 9) { |
| 5113 | for (uint32_t mz = 0; mz < 4; mz++) { |
| 5114 | GemmMicrokernelTester() |
| 5115 | .mr(4) |
| 5116 | .nr(16) |
| 5117 | .kr(4) |
| 5118 | .sr(2) |
| 5119 | .m(4) |
| 5120 | .n(16) |
| 5121 | .k(k) |
| 5122 | .ks(3) |
| 5123 | .a_offset(163) |
| 5124 | .zero_index(mz) |
| 5125 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5126 | } |
| 5127 | } |
| 5128 | } |
| 5129 | |
| 5130 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4S2__NEON_MULL, qmin) { |
| 5131 | TEST_REQUIRES_ARM_NEON; |
| 5132 | GemmMicrokernelTester() |
| 5133 | .mr(4) |
| 5134 | .nr(16) |
| 5135 | .kr(4) |
| 5136 | .sr(2) |
| 5137 | .m(4) |
| 5138 | .n(16) |
| 5139 | .k(8) |
| 5140 | .qmin(128) |
| 5141 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5142 | } |
| 5143 | |
| 5144 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4S2__NEON_MULL, qmax) { |
| 5145 | TEST_REQUIRES_ARM_NEON; |
| 5146 | GemmMicrokernelTester() |
| 5147 | .mr(4) |
| 5148 | .nr(16) |
| 5149 | .kr(4) |
| 5150 | .sr(2) |
| 5151 | .m(4) |
| 5152 | .n(16) |
| 5153 | .k(8) |
| 5154 | .qmax(128) |
| 5155 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5156 | } |
| 5157 | |
| 5158 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4S2__NEON_MULL, strided_cm) { |
| 5159 | TEST_REQUIRES_ARM_NEON; |
| 5160 | GemmMicrokernelTester() |
| 5161 | .mr(4) |
| 5162 | .nr(16) |
| 5163 | .kr(4) |
| 5164 | .sr(2) |
| 5165 | .m(4) |
| 5166 | .n(16) |
| 5167 | .k(8) |
| 5168 | .cm_stride(19) |
| 5169 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4s2__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5170 | } |
| 5171 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 5172 | |
| 5173 | |
| 5174 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 5175 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4S2__NEON_MLAL, k_eq_16) { |
| 5176 | TEST_REQUIRES_ARM_NEON; |
| 5177 | GemmMicrokernelTester() |
| 5178 | .mr(2) |
| 5179 | .nr(8) |
| 5180 | .kr(4) |
| 5181 | .sr(2) |
| 5182 | .m(2) |
| 5183 | .n(8) |
| 5184 | .k(16) |
| 5185 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5186 | } |
| 5187 | |
| 5188 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4S2__NEON_MLAL, strided_cn) { |
| 5189 | TEST_REQUIRES_ARM_NEON; |
| 5190 | GemmMicrokernelTester() |
| 5191 | .mr(2) |
| 5192 | .nr(8) |
| 5193 | .kr(4) |
| 5194 | .sr(2) |
| 5195 | .m(2) |
| 5196 | .n(8) |
| 5197 | .k(16) |
| 5198 | .cn_stride(11) |
| 5199 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5200 | } |
| 5201 | |
| 5202 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4S2__NEON_MLAL, k_eq_16_subtile) { |
| 5203 | TEST_REQUIRES_ARM_NEON; |
| 5204 | for (uint32_t n = 1; n <= 8; n++) { |
| 5205 | for (uint32_t m = 1; m <= 2; m++) { |
| 5206 | GemmMicrokernelTester() |
| 5207 | .mr(2) |
| 5208 | .nr(8) |
| 5209 | .kr(4) |
| 5210 | .sr(2) |
| 5211 | .m(m) |
| 5212 | .n(n) |
| 5213 | .k(16) |
| 5214 | .iterations(1) |
| 5215 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5216 | } |
| 5217 | } |
| 5218 | } |
| 5219 | |
| 5220 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4S2__NEON_MLAL, k_eq_16_subtile_m) { |
| 5221 | TEST_REQUIRES_ARM_NEON; |
| 5222 | for (uint32_t m = 1; m <= 2; m++) { |
| 5223 | GemmMicrokernelTester() |
| 5224 | .mr(2) |
| 5225 | .nr(8) |
| 5226 | .kr(4) |
| 5227 | .sr(2) |
| 5228 | .m(m) |
| 5229 | .n(8) |
| 5230 | .k(16) |
| 5231 | .iterations(1) |
| 5232 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5233 | } |
| 5234 | } |
| 5235 | |
| 5236 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4S2__NEON_MLAL, k_eq_16_subtile_n) { |
| 5237 | TEST_REQUIRES_ARM_NEON; |
| 5238 | for (uint32_t n = 1; n <= 8; n++) { |
| 5239 | GemmMicrokernelTester() |
| 5240 | .mr(2) |
| 5241 | .nr(8) |
| 5242 | .kr(4) |
| 5243 | .sr(2) |
| 5244 | .m(2) |
| 5245 | .n(n) |
| 5246 | .k(16) |
| 5247 | .iterations(1) |
| 5248 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5249 | } |
| 5250 | } |
| 5251 | |
| 5252 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4S2__NEON_MLAL, k_lt_16) { |
| 5253 | TEST_REQUIRES_ARM_NEON; |
| 5254 | for (size_t k = 1; k < 16; k++) { |
| 5255 | GemmMicrokernelTester() |
| 5256 | .mr(2) |
| 5257 | .nr(8) |
| 5258 | .kr(4) |
| 5259 | .sr(2) |
| 5260 | .m(2) |
| 5261 | .n(8) |
| 5262 | .k(k) |
| 5263 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5264 | } |
| 5265 | } |
| 5266 | |
| 5267 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4S2__NEON_MLAL, k_lt_16_subtile) { |
| 5268 | TEST_REQUIRES_ARM_NEON; |
| 5269 | for (size_t k = 1; k < 16; k++) { |
| 5270 | for (uint32_t n = 1; n <= 8; n++) { |
| 5271 | for (uint32_t m = 1; m <= 2; m++) { |
| 5272 | GemmMicrokernelTester() |
| 5273 | .mr(2) |
| 5274 | .nr(8) |
| 5275 | .kr(4) |
| 5276 | .sr(2) |
| 5277 | .m(m) |
| 5278 | .n(n) |
| 5279 | .k(k) |
| 5280 | .iterations(1) |
| 5281 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5282 | } |
| 5283 | } |
| 5284 | } |
| 5285 | } |
| 5286 | |
| 5287 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4S2__NEON_MLAL, k_gt_16) { |
| 5288 | TEST_REQUIRES_ARM_NEON; |
| 5289 | for (size_t k = 17; k < 32; k++) { |
| 5290 | GemmMicrokernelTester() |
| 5291 | .mr(2) |
| 5292 | .nr(8) |
| 5293 | .kr(4) |
| 5294 | .sr(2) |
| 5295 | .m(2) |
| 5296 | .n(8) |
| 5297 | .k(k) |
| 5298 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5299 | } |
| 5300 | } |
| 5301 | |
| 5302 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4S2__NEON_MLAL, k_gt_16_subtile) { |
| 5303 | TEST_REQUIRES_ARM_NEON; |
| 5304 | for (size_t k = 17; k < 32; k++) { |
| 5305 | for (uint32_t n = 1; n <= 8; n++) { |
| 5306 | for (uint32_t m = 1; m <= 2; m++) { |
| 5307 | GemmMicrokernelTester() |
| 5308 | .mr(2) |
| 5309 | .nr(8) |
| 5310 | .kr(4) |
| 5311 | .sr(2) |
| 5312 | .m(m) |
| 5313 | .n(n) |
| 5314 | .k(k) |
| 5315 | .iterations(1) |
| 5316 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5317 | } |
| 5318 | } |
| 5319 | } |
| 5320 | } |
| 5321 | |
| 5322 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4S2__NEON_MLAL, k_div_16) { |
| 5323 | TEST_REQUIRES_ARM_NEON; |
| 5324 | for (size_t k = 32; k <= 160; k += 16) { |
| 5325 | GemmMicrokernelTester() |
| 5326 | .mr(2) |
| 5327 | .nr(8) |
| 5328 | .kr(4) |
| 5329 | .sr(2) |
| 5330 | .m(2) |
| 5331 | .n(8) |
| 5332 | .k(k) |
| 5333 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5334 | } |
| 5335 | } |
| 5336 | |
| 5337 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4S2__NEON_MLAL, k_div_16_subtile) { |
| 5338 | TEST_REQUIRES_ARM_NEON; |
| 5339 | for (size_t k = 32; k <= 160; k += 16) { |
| 5340 | for (uint32_t n = 1; n <= 8; n++) { |
| 5341 | for (uint32_t m = 1; m <= 2; m++) { |
| 5342 | GemmMicrokernelTester() |
| 5343 | .mr(2) |
| 5344 | .nr(8) |
| 5345 | .kr(4) |
| 5346 | .sr(2) |
| 5347 | .m(m) |
| 5348 | .n(n) |
| 5349 | .k(k) |
| 5350 | .iterations(1) |
| 5351 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5352 | } |
| 5353 | } |
| 5354 | } |
| 5355 | } |
| 5356 | |
| 5357 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4S2__NEON_MLAL, n_gt_8) { |
| 5358 | TEST_REQUIRES_ARM_NEON; |
| 5359 | for (uint32_t n = 9; n < 16; n++) { |
| 5360 | for (size_t k = 1; k <= 80; k += 17) { |
| 5361 | GemmMicrokernelTester() |
| 5362 | .mr(2) |
| 5363 | .nr(8) |
| 5364 | .kr(4) |
| 5365 | .sr(2) |
| 5366 | .m(2) |
| 5367 | .n(n) |
| 5368 | .k(k) |
| 5369 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5370 | } |
| 5371 | } |
| 5372 | } |
| 5373 | |
| 5374 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4S2__NEON_MLAL, n_gt_8_strided_cn) { |
| 5375 | TEST_REQUIRES_ARM_NEON; |
| 5376 | for (uint32_t n = 9; n < 16; n++) { |
| 5377 | for (size_t k = 1; k <= 80; k += 17) { |
| 5378 | GemmMicrokernelTester() |
| 5379 | .mr(2) |
| 5380 | .nr(8) |
| 5381 | .kr(4) |
| 5382 | .sr(2) |
| 5383 | .m(2) |
| 5384 | .n(n) |
| 5385 | .k(k) |
| 5386 | .cn_stride(11) |
| 5387 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5388 | } |
| 5389 | } |
| 5390 | } |
| 5391 | |
| 5392 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4S2__NEON_MLAL, n_gt_8_subtile) { |
| 5393 | TEST_REQUIRES_ARM_NEON; |
| 5394 | for (uint32_t n = 9; n < 16; n++) { |
| 5395 | for (size_t k = 1; k <= 80; k += 17) { |
| 5396 | for (uint32_t m = 1; m <= 2; m++) { |
| 5397 | GemmMicrokernelTester() |
| 5398 | .mr(2) |
| 5399 | .nr(8) |
| 5400 | .kr(4) |
| 5401 | .sr(2) |
| 5402 | .m(m) |
| 5403 | .n(n) |
| 5404 | .k(k) |
| 5405 | .iterations(1) |
| 5406 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5407 | } |
| 5408 | } |
| 5409 | } |
| 5410 | } |
| 5411 | |
| 5412 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4S2__NEON_MLAL, n_div_8) { |
| 5413 | TEST_REQUIRES_ARM_NEON; |
| 5414 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 5415 | for (size_t k = 1; k <= 80; k += 17) { |
| 5416 | GemmMicrokernelTester() |
| 5417 | .mr(2) |
| 5418 | .nr(8) |
| 5419 | .kr(4) |
| 5420 | .sr(2) |
| 5421 | .m(2) |
| 5422 | .n(n) |
| 5423 | .k(k) |
| 5424 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5425 | } |
| 5426 | } |
| 5427 | } |
| 5428 | |
| 5429 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4S2__NEON_MLAL, n_div_8_strided_cn) { |
| 5430 | TEST_REQUIRES_ARM_NEON; |
| 5431 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 5432 | for (size_t k = 1; k <= 80; k += 17) { |
| 5433 | GemmMicrokernelTester() |
| 5434 | .mr(2) |
| 5435 | .nr(8) |
| 5436 | .kr(4) |
| 5437 | .sr(2) |
| 5438 | .m(2) |
| 5439 | .n(n) |
| 5440 | .k(k) |
| 5441 | .cn_stride(11) |
| 5442 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5443 | } |
| 5444 | } |
| 5445 | } |
| 5446 | |
| 5447 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4S2__NEON_MLAL, n_div_8_subtile) { |
| 5448 | TEST_REQUIRES_ARM_NEON; |
| 5449 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 5450 | for (size_t k = 1; k <= 80; k += 17) { |
| 5451 | for (uint32_t m = 1; m <= 2; m++) { |
| 5452 | GemmMicrokernelTester() |
| 5453 | .mr(2) |
| 5454 | .nr(8) |
| 5455 | .kr(4) |
| 5456 | .sr(2) |
| 5457 | .m(m) |
| 5458 | .n(n) |
| 5459 | .k(k) |
| 5460 | .iterations(1) |
| 5461 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5462 | } |
| 5463 | } |
| 5464 | } |
| 5465 | } |
| 5466 | |
| 5467 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4S2__NEON_MLAL, small_kernel) { |
| 5468 | TEST_REQUIRES_ARM_NEON; |
| 5469 | for (size_t k = 1; k <= 80; k += 17) { |
| 5470 | GemmMicrokernelTester() |
| 5471 | .mr(2) |
| 5472 | .nr(8) |
| 5473 | .kr(4) |
| 5474 | .sr(2) |
| 5475 | .m(2) |
| 5476 | .n(8) |
| 5477 | .k(k) |
| 5478 | .ks(3) |
| 5479 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5480 | } |
| 5481 | } |
| 5482 | |
| 5483 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4S2__NEON_MLAL, small_kernel_subtile) { |
| 5484 | TEST_REQUIRES_ARM_NEON; |
| 5485 | for (size_t k = 1; k <= 80; k += 17) { |
| 5486 | for (uint32_t n = 1; n <= 8; n++) { |
| 5487 | for (uint32_t m = 1; m <= 2; m++) { |
| 5488 | GemmMicrokernelTester() |
| 5489 | .mr(2) |
| 5490 | .nr(8) |
| 5491 | .kr(4) |
| 5492 | .sr(2) |
| 5493 | .m(m) |
| 5494 | .n(n) |
| 5495 | .k(k) |
| 5496 | .ks(3) |
| 5497 | .iterations(1) |
| 5498 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5499 | } |
| 5500 | } |
| 5501 | } |
| 5502 | } |
| 5503 | |
| 5504 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4S2__NEON_MLAL, n_gt_8_small_kernel) { |
| 5505 | TEST_REQUIRES_ARM_NEON; |
| 5506 | for (uint32_t n = 9; n < 16; n++) { |
| 5507 | for (size_t k = 1; k <= 80; k += 17) { |
| 5508 | GemmMicrokernelTester() |
| 5509 | .mr(2) |
| 5510 | .nr(8) |
| 5511 | .kr(4) |
| 5512 | .sr(2) |
| 5513 | .m(2) |
| 5514 | .n(n) |
| 5515 | .k(k) |
| 5516 | .ks(3) |
| 5517 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5518 | } |
| 5519 | } |
| 5520 | } |
| 5521 | |
| 5522 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4S2__NEON_MLAL, n_div_8_small_kernel) { |
| 5523 | TEST_REQUIRES_ARM_NEON; |
| 5524 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 5525 | for (size_t k = 1; k <= 80; k += 17) { |
| 5526 | GemmMicrokernelTester() |
| 5527 | .mr(2) |
| 5528 | .nr(8) |
| 5529 | .kr(4) |
| 5530 | .sr(2) |
| 5531 | .m(2) |
| 5532 | .n(n) |
| 5533 | .k(k) |
| 5534 | .ks(3) |
| 5535 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5536 | } |
| 5537 | } |
| 5538 | } |
| 5539 | |
| 5540 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4S2__NEON_MLAL, strided_cm_subtile) { |
| 5541 | TEST_REQUIRES_ARM_NEON; |
| 5542 | for (size_t k = 1; k <= 80; k += 17) { |
| 5543 | for (uint32_t n = 1; n <= 8; n++) { |
| 5544 | for (uint32_t m = 1; m <= 2; m++) { |
| 5545 | GemmMicrokernelTester() |
| 5546 | .mr(2) |
| 5547 | .nr(8) |
| 5548 | .kr(4) |
| 5549 | .sr(2) |
| 5550 | .m(m) |
| 5551 | .n(n) |
| 5552 | .k(k) |
| 5553 | .cm_stride(11) |
| 5554 | .iterations(1) |
| 5555 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5556 | } |
| 5557 | } |
| 5558 | } |
| 5559 | } |
| 5560 | |
| 5561 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4S2__NEON_MLAL, a_offset) { |
| 5562 | TEST_REQUIRES_ARM_NEON; |
| 5563 | for (size_t k = 1; k <= 80; k += 17) { |
| 5564 | GemmMicrokernelTester() |
| 5565 | .mr(2) |
| 5566 | .nr(8) |
| 5567 | .kr(4) |
| 5568 | .sr(2) |
| 5569 | .m(2) |
| 5570 | .n(8) |
| 5571 | .k(k) |
| 5572 | .ks(3) |
| 5573 | .a_offset(163) |
| 5574 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5575 | } |
| 5576 | } |
| 5577 | |
| 5578 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4S2__NEON_MLAL, zero) { |
| 5579 | TEST_REQUIRES_ARM_NEON; |
| 5580 | for (size_t k = 1; k <= 80; k += 17) { |
| 5581 | for (uint32_t mz = 0; mz < 2; mz++) { |
| 5582 | GemmMicrokernelTester() |
| 5583 | .mr(2) |
| 5584 | .nr(8) |
| 5585 | .kr(4) |
| 5586 | .sr(2) |
| 5587 | .m(2) |
| 5588 | .n(8) |
| 5589 | .k(k) |
| 5590 | .ks(3) |
| 5591 | .a_offset(163) |
| 5592 | .zero_index(mz) |
| 5593 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5594 | } |
| 5595 | } |
| 5596 | } |
| 5597 | |
| 5598 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4S2__NEON_MLAL, qmin) { |
| 5599 | TEST_REQUIRES_ARM_NEON; |
| 5600 | GemmMicrokernelTester() |
| 5601 | .mr(2) |
| 5602 | .nr(8) |
| 5603 | .kr(4) |
| 5604 | .sr(2) |
| 5605 | .m(2) |
| 5606 | .n(8) |
| 5607 | .k(16) |
| 5608 | .qmin(128) |
| 5609 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5610 | } |
| 5611 | |
| 5612 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4S2__NEON_MLAL, qmax) { |
| 5613 | TEST_REQUIRES_ARM_NEON; |
| 5614 | GemmMicrokernelTester() |
| 5615 | .mr(2) |
| 5616 | .nr(8) |
| 5617 | .kr(4) |
| 5618 | .sr(2) |
| 5619 | .m(2) |
| 5620 | .n(8) |
| 5621 | .k(16) |
| 5622 | .qmax(128) |
| 5623 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5624 | } |
| 5625 | |
| 5626 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4S2__NEON_MLAL, strided_cm) { |
| 5627 | TEST_REQUIRES_ARM_NEON; |
| 5628 | GemmMicrokernelTester() |
| 5629 | .mr(2) |
| 5630 | .nr(8) |
| 5631 | .kr(4) |
| 5632 | .sr(2) |
| 5633 | .m(2) |
| 5634 | .n(8) |
| 5635 | .k(16) |
| 5636 | .cm_stride(11) |
| 5637 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5638 | } |
| 5639 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 5640 | |
| 5641 | |
| 5642 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 5643 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4S2__NEON_MLAL, k_eq_16) { |
| 5644 | TEST_REQUIRES_ARM_NEON; |
| 5645 | GemmMicrokernelTester() |
| 5646 | .mr(1) |
| 5647 | .nr(16) |
| 5648 | .kr(4) |
| 5649 | .sr(2) |
| 5650 | .m(1) |
| 5651 | .n(16) |
| 5652 | .k(16) |
| 5653 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5654 | } |
| 5655 | |
| 5656 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4S2__NEON_MLAL, strided_cn) { |
| 5657 | TEST_REQUIRES_ARM_NEON; |
| 5658 | GemmMicrokernelTester() |
| 5659 | .mr(1) |
| 5660 | .nr(16) |
| 5661 | .kr(4) |
| 5662 | .sr(2) |
| 5663 | .m(1) |
| 5664 | .n(16) |
| 5665 | .k(16) |
| 5666 | .cn_stride(19) |
| 5667 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5668 | } |
| 5669 | |
| 5670 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4S2__NEON_MLAL, k_eq_16_subtile) { |
| 5671 | TEST_REQUIRES_ARM_NEON; |
| 5672 | for (uint32_t n = 1; n <= 16; n++) { |
| 5673 | for (uint32_t m = 1; m <= 1; m++) { |
| 5674 | GemmMicrokernelTester() |
| 5675 | .mr(1) |
| 5676 | .nr(16) |
| 5677 | .kr(4) |
| 5678 | .sr(2) |
| 5679 | .m(m) |
| 5680 | .n(n) |
| 5681 | .k(16) |
| 5682 | .iterations(1) |
| 5683 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5684 | } |
| 5685 | } |
| 5686 | } |
| 5687 | |
| 5688 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4S2__NEON_MLAL, k_eq_16_subtile_m) { |
| 5689 | TEST_REQUIRES_ARM_NEON; |
| 5690 | for (uint32_t m = 1; m <= 1; m++) { |
| 5691 | GemmMicrokernelTester() |
| 5692 | .mr(1) |
| 5693 | .nr(16) |
| 5694 | .kr(4) |
| 5695 | .sr(2) |
| 5696 | .m(m) |
| 5697 | .n(16) |
| 5698 | .k(16) |
| 5699 | .iterations(1) |
| 5700 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5701 | } |
| 5702 | } |
| 5703 | |
| 5704 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4S2__NEON_MLAL, k_eq_16_subtile_n) { |
| 5705 | TEST_REQUIRES_ARM_NEON; |
| 5706 | for (uint32_t n = 1; n <= 16; n++) { |
| 5707 | GemmMicrokernelTester() |
| 5708 | .mr(1) |
| 5709 | .nr(16) |
| 5710 | .kr(4) |
| 5711 | .sr(2) |
| 5712 | .m(1) |
| 5713 | .n(n) |
| 5714 | .k(16) |
| 5715 | .iterations(1) |
| 5716 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5717 | } |
| 5718 | } |
| 5719 | |
| 5720 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4S2__NEON_MLAL, k_lt_16) { |
| 5721 | TEST_REQUIRES_ARM_NEON; |
| 5722 | for (size_t k = 1; k < 16; k++) { |
| 5723 | GemmMicrokernelTester() |
| 5724 | .mr(1) |
| 5725 | .nr(16) |
| 5726 | .kr(4) |
| 5727 | .sr(2) |
| 5728 | .m(1) |
| 5729 | .n(16) |
| 5730 | .k(k) |
| 5731 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5732 | } |
| 5733 | } |
| 5734 | |
| 5735 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4S2__NEON_MLAL, k_lt_16_subtile) { |
| 5736 | TEST_REQUIRES_ARM_NEON; |
| 5737 | for (size_t k = 1; k < 16; k++) { |
| 5738 | for (uint32_t n = 1; n <= 16; n++) { |
| 5739 | for (uint32_t m = 1; m <= 1; m++) { |
| 5740 | GemmMicrokernelTester() |
| 5741 | .mr(1) |
| 5742 | .nr(16) |
| 5743 | .kr(4) |
| 5744 | .sr(2) |
| 5745 | .m(m) |
| 5746 | .n(n) |
| 5747 | .k(k) |
| 5748 | .iterations(1) |
| 5749 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5750 | } |
| 5751 | } |
| 5752 | } |
| 5753 | } |
| 5754 | |
| 5755 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4S2__NEON_MLAL, k_gt_16) { |
| 5756 | TEST_REQUIRES_ARM_NEON; |
| 5757 | for (size_t k = 17; k < 32; k++) { |
| 5758 | GemmMicrokernelTester() |
| 5759 | .mr(1) |
| 5760 | .nr(16) |
| 5761 | .kr(4) |
| 5762 | .sr(2) |
| 5763 | .m(1) |
| 5764 | .n(16) |
| 5765 | .k(k) |
| 5766 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5767 | } |
| 5768 | } |
| 5769 | |
| 5770 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4S2__NEON_MLAL, k_gt_16_subtile) { |
| 5771 | TEST_REQUIRES_ARM_NEON; |
| 5772 | for (size_t k = 17; k < 32; k++) { |
| 5773 | for (uint32_t n = 1; n <= 16; n++) { |
| 5774 | for (uint32_t m = 1; m <= 1; m++) { |
| 5775 | GemmMicrokernelTester() |
| 5776 | .mr(1) |
| 5777 | .nr(16) |
| 5778 | .kr(4) |
| 5779 | .sr(2) |
| 5780 | .m(m) |
| 5781 | .n(n) |
| 5782 | .k(k) |
| 5783 | .iterations(1) |
| 5784 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5785 | } |
| 5786 | } |
| 5787 | } |
| 5788 | } |
| 5789 | |
| 5790 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4S2__NEON_MLAL, k_div_16) { |
| 5791 | TEST_REQUIRES_ARM_NEON; |
| 5792 | for (size_t k = 32; k <= 160; k += 16) { |
| 5793 | GemmMicrokernelTester() |
| 5794 | .mr(1) |
| 5795 | .nr(16) |
| 5796 | .kr(4) |
| 5797 | .sr(2) |
| 5798 | .m(1) |
| 5799 | .n(16) |
| 5800 | .k(k) |
| 5801 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5802 | } |
| 5803 | } |
| 5804 | |
| 5805 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4S2__NEON_MLAL, k_div_16_subtile) { |
| 5806 | TEST_REQUIRES_ARM_NEON; |
| 5807 | for (size_t k = 32; k <= 160; k += 16) { |
| 5808 | for (uint32_t n = 1; n <= 16; n++) { |
| 5809 | for (uint32_t m = 1; m <= 1; m++) { |
| 5810 | GemmMicrokernelTester() |
| 5811 | .mr(1) |
| 5812 | .nr(16) |
| 5813 | .kr(4) |
| 5814 | .sr(2) |
| 5815 | .m(m) |
| 5816 | .n(n) |
| 5817 | .k(k) |
| 5818 | .iterations(1) |
| 5819 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5820 | } |
| 5821 | } |
| 5822 | } |
| 5823 | } |
| 5824 | |
| 5825 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4S2__NEON_MLAL, n_gt_16) { |
| 5826 | TEST_REQUIRES_ARM_NEON; |
| 5827 | for (uint32_t n = 17; n < 32; n++) { |
| 5828 | for (size_t k = 1; k <= 80; k += 17) { |
| 5829 | GemmMicrokernelTester() |
| 5830 | .mr(1) |
| 5831 | .nr(16) |
| 5832 | .kr(4) |
| 5833 | .sr(2) |
| 5834 | .m(1) |
| 5835 | .n(n) |
| 5836 | .k(k) |
| 5837 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5838 | } |
| 5839 | } |
| 5840 | } |
| 5841 | |
| 5842 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4S2__NEON_MLAL, n_gt_16_strided_cn) { |
| 5843 | TEST_REQUIRES_ARM_NEON; |
| 5844 | for (uint32_t n = 17; n < 32; n++) { |
| 5845 | for (size_t k = 1; k <= 80; k += 17) { |
| 5846 | GemmMicrokernelTester() |
| 5847 | .mr(1) |
| 5848 | .nr(16) |
| 5849 | .kr(4) |
| 5850 | .sr(2) |
| 5851 | .m(1) |
| 5852 | .n(n) |
| 5853 | .k(k) |
| 5854 | .cn_stride(19) |
| 5855 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5856 | } |
| 5857 | } |
| 5858 | } |
| 5859 | |
| 5860 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4S2__NEON_MLAL, n_gt_16_subtile) { |
| 5861 | TEST_REQUIRES_ARM_NEON; |
| 5862 | for (uint32_t n = 17; n < 32; n++) { |
| 5863 | for (size_t k = 1; k <= 80; k += 17) { |
| 5864 | for (uint32_t m = 1; m <= 1; m++) { |
| 5865 | GemmMicrokernelTester() |
| 5866 | .mr(1) |
| 5867 | .nr(16) |
| 5868 | .kr(4) |
| 5869 | .sr(2) |
| 5870 | .m(m) |
| 5871 | .n(n) |
| 5872 | .k(k) |
| 5873 | .iterations(1) |
| 5874 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5875 | } |
| 5876 | } |
| 5877 | } |
| 5878 | } |
| 5879 | |
| 5880 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4S2__NEON_MLAL, n_div_16) { |
| 5881 | TEST_REQUIRES_ARM_NEON; |
| 5882 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 5883 | for (size_t k = 1; k <= 80; k += 17) { |
| 5884 | GemmMicrokernelTester() |
| 5885 | .mr(1) |
| 5886 | .nr(16) |
| 5887 | .kr(4) |
| 5888 | .sr(2) |
| 5889 | .m(1) |
| 5890 | .n(n) |
| 5891 | .k(k) |
| 5892 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5893 | } |
| 5894 | } |
| 5895 | } |
| 5896 | |
| 5897 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4S2__NEON_MLAL, n_div_16_strided_cn) { |
| 5898 | TEST_REQUIRES_ARM_NEON; |
| 5899 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 5900 | for (size_t k = 1; k <= 80; k += 17) { |
| 5901 | GemmMicrokernelTester() |
| 5902 | .mr(1) |
| 5903 | .nr(16) |
| 5904 | .kr(4) |
| 5905 | .sr(2) |
| 5906 | .m(1) |
| 5907 | .n(n) |
| 5908 | .k(k) |
| 5909 | .cn_stride(19) |
| 5910 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5911 | } |
| 5912 | } |
| 5913 | } |
| 5914 | |
| 5915 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4S2__NEON_MLAL, n_div_16_subtile) { |
| 5916 | TEST_REQUIRES_ARM_NEON; |
| 5917 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 5918 | for (size_t k = 1; k <= 80; k += 17) { |
| 5919 | for (uint32_t m = 1; m <= 1; m++) { |
| 5920 | GemmMicrokernelTester() |
| 5921 | .mr(1) |
| 5922 | .nr(16) |
| 5923 | .kr(4) |
| 5924 | .sr(2) |
| 5925 | .m(m) |
| 5926 | .n(n) |
| 5927 | .k(k) |
| 5928 | .iterations(1) |
| 5929 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5930 | } |
| 5931 | } |
| 5932 | } |
| 5933 | } |
| 5934 | |
| 5935 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4S2__NEON_MLAL, small_kernel) { |
| 5936 | TEST_REQUIRES_ARM_NEON; |
| 5937 | for (size_t k = 1; k <= 80; k += 17) { |
| 5938 | GemmMicrokernelTester() |
| 5939 | .mr(1) |
| 5940 | .nr(16) |
| 5941 | .kr(4) |
| 5942 | .sr(2) |
| 5943 | .m(1) |
| 5944 | .n(16) |
| 5945 | .k(k) |
| 5946 | .ks(3) |
| 5947 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5948 | } |
| 5949 | } |
| 5950 | |
| 5951 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4S2__NEON_MLAL, small_kernel_subtile) { |
| 5952 | TEST_REQUIRES_ARM_NEON; |
| 5953 | for (size_t k = 1; k <= 80; k += 17) { |
| 5954 | for (uint32_t n = 1; n <= 16; n++) { |
| 5955 | for (uint32_t m = 1; m <= 1; m++) { |
| 5956 | GemmMicrokernelTester() |
| 5957 | .mr(1) |
| 5958 | .nr(16) |
| 5959 | .kr(4) |
| 5960 | .sr(2) |
| 5961 | .m(m) |
| 5962 | .n(n) |
| 5963 | .k(k) |
| 5964 | .ks(3) |
| 5965 | .iterations(1) |
| 5966 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5967 | } |
| 5968 | } |
| 5969 | } |
| 5970 | } |
| 5971 | |
| 5972 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4S2__NEON_MLAL, n_gt_16_small_kernel) { |
| 5973 | TEST_REQUIRES_ARM_NEON; |
| 5974 | for (uint32_t n = 17; n < 32; n++) { |
| 5975 | for (size_t k = 1; k <= 80; k += 17) { |
| 5976 | GemmMicrokernelTester() |
| 5977 | .mr(1) |
| 5978 | .nr(16) |
| 5979 | .kr(4) |
| 5980 | .sr(2) |
| 5981 | .m(1) |
| 5982 | .n(n) |
| 5983 | .k(k) |
| 5984 | .ks(3) |
| 5985 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 5986 | } |
| 5987 | } |
| 5988 | } |
| 5989 | |
| 5990 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4S2__NEON_MLAL, n_div_16_small_kernel) { |
| 5991 | TEST_REQUIRES_ARM_NEON; |
| 5992 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 5993 | for (size_t k = 1; k <= 80; k += 17) { |
| 5994 | GemmMicrokernelTester() |
| 5995 | .mr(1) |
| 5996 | .nr(16) |
| 5997 | .kr(4) |
| 5998 | .sr(2) |
| 5999 | .m(1) |
| 6000 | .n(n) |
| 6001 | .k(k) |
| 6002 | .ks(3) |
| 6003 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6004 | } |
| 6005 | } |
| 6006 | } |
| 6007 | |
| 6008 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4S2__NEON_MLAL, strided_cm_subtile) { |
| 6009 | TEST_REQUIRES_ARM_NEON; |
| 6010 | for (size_t k = 1; k <= 80; k += 17) { |
| 6011 | for (uint32_t n = 1; n <= 16; n++) { |
| 6012 | for (uint32_t m = 1; m <= 1; m++) { |
| 6013 | GemmMicrokernelTester() |
| 6014 | .mr(1) |
| 6015 | .nr(16) |
| 6016 | .kr(4) |
| 6017 | .sr(2) |
| 6018 | .m(m) |
| 6019 | .n(n) |
| 6020 | .k(k) |
| 6021 | .cm_stride(19) |
| 6022 | .iterations(1) |
| 6023 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6024 | } |
| 6025 | } |
| 6026 | } |
| 6027 | } |
| 6028 | |
| 6029 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4S2__NEON_MLAL, a_offset) { |
| 6030 | TEST_REQUIRES_ARM_NEON; |
| 6031 | for (size_t k = 1; k <= 80; k += 17) { |
| 6032 | GemmMicrokernelTester() |
| 6033 | .mr(1) |
| 6034 | .nr(16) |
| 6035 | .kr(4) |
| 6036 | .sr(2) |
| 6037 | .m(1) |
| 6038 | .n(16) |
| 6039 | .k(k) |
| 6040 | .ks(3) |
| 6041 | .a_offset(83) |
| 6042 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6043 | } |
| 6044 | } |
| 6045 | |
| 6046 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4S2__NEON_MLAL, zero) { |
| 6047 | TEST_REQUIRES_ARM_NEON; |
| 6048 | for (size_t k = 1; k <= 80; k += 17) { |
| 6049 | for (uint32_t mz = 0; mz < 1; mz++) { |
| 6050 | GemmMicrokernelTester() |
| 6051 | .mr(1) |
| 6052 | .nr(16) |
| 6053 | .kr(4) |
| 6054 | .sr(2) |
| 6055 | .m(1) |
| 6056 | .n(16) |
| 6057 | .k(k) |
| 6058 | .ks(3) |
| 6059 | .a_offset(83) |
| 6060 | .zero_index(mz) |
| 6061 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6062 | } |
| 6063 | } |
| 6064 | } |
| 6065 | |
| 6066 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4S2__NEON_MLAL, qmin) { |
| 6067 | TEST_REQUIRES_ARM_NEON; |
| 6068 | GemmMicrokernelTester() |
| 6069 | .mr(1) |
| 6070 | .nr(16) |
| 6071 | .kr(4) |
| 6072 | .sr(2) |
| 6073 | .m(1) |
| 6074 | .n(16) |
| 6075 | .k(16) |
| 6076 | .qmin(128) |
| 6077 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6078 | } |
| 6079 | |
| 6080 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4S2__NEON_MLAL, qmax) { |
| 6081 | TEST_REQUIRES_ARM_NEON; |
| 6082 | GemmMicrokernelTester() |
| 6083 | .mr(1) |
| 6084 | .nr(16) |
| 6085 | .kr(4) |
| 6086 | .sr(2) |
| 6087 | .m(1) |
| 6088 | .n(16) |
| 6089 | .k(16) |
| 6090 | .qmax(128) |
| 6091 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6092 | } |
| 6093 | |
| 6094 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4S2__NEON_MLAL, strided_cm) { |
| 6095 | TEST_REQUIRES_ARM_NEON; |
| 6096 | GemmMicrokernelTester() |
| 6097 | .mr(1) |
| 6098 | .nr(16) |
| 6099 | .kr(4) |
| 6100 | .sr(2) |
| 6101 | .m(1) |
| 6102 | .n(16) |
| 6103 | .k(16) |
| 6104 | .cm_stride(19) |
| 6105 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4s2__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6106 | } |
| 6107 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 6108 | |
| 6109 | |
| 6110 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 6111 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2S4__NEON_MULL, k_eq_8) { |
| 6112 | TEST_REQUIRES_ARM_NEON; |
| 6113 | GemmMicrokernelTester() |
| 6114 | .mr(2) |
| 6115 | .nr(8) |
| 6116 | .kr(2) |
| 6117 | .sr(4) |
| 6118 | .m(2) |
| 6119 | .n(8) |
| 6120 | .k(8) |
| 6121 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6122 | } |
| 6123 | |
| 6124 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2S4__NEON_MULL, strided_cn) { |
| 6125 | TEST_REQUIRES_ARM_NEON; |
| 6126 | GemmMicrokernelTester() |
| 6127 | .mr(2) |
| 6128 | .nr(8) |
| 6129 | .kr(2) |
| 6130 | .sr(4) |
| 6131 | .m(2) |
| 6132 | .n(8) |
| 6133 | .k(8) |
| 6134 | .cn_stride(11) |
| 6135 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6136 | } |
| 6137 | |
| 6138 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2S4__NEON_MULL, k_eq_8_subtile) { |
| 6139 | TEST_REQUIRES_ARM_NEON; |
| 6140 | for (uint32_t n = 1; n <= 8; n++) { |
| 6141 | for (uint32_t m = 1; m <= 2; m++) { |
| 6142 | GemmMicrokernelTester() |
| 6143 | .mr(2) |
| 6144 | .nr(8) |
| 6145 | .kr(2) |
| 6146 | .sr(4) |
| 6147 | .m(m) |
| 6148 | .n(n) |
| 6149 | .k(8) |
| 6150 | .iterations(1) |
| 6151 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6152 | } |
| 6153 | } |
| 6154 | } |
| 6155 | |
| 6156 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2S4__NEON_MULL, k_eq_8_subtile_m) { |
| 6157 | TEST_REQUIRES_ARM_NEON; |
| 6158 | for (uint32_t m = 1; m <= 2; m++) { |
| 6159 | GemmMicrokernelTester() |
| 6160 | .mr(2) |
| 6161 | .nr(8) |
| 6162 | .kr(2) |
| 6163 | .sr(4) |
| 6164 | .m(m) |
| 6165 | .n(8) |
| 6166 | .k(8) |
| 6167 | .iterations(1) |
| 6168 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6169 | } |
| 6170 | } |
| 6171 | |
| 6172 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2S4__NEON_MULL, k_eq_8_subtile_n) { |
| 6173 | TEST_REQUIRES_ARM_NEON; |
| 6174 | for (uint32_t n = 1; n <= 8; n++) { |
| 6175 | GemmMicrokernelTester() |
| 6176 | .mr(2) |
| 6177 | .nr(8) |
| 6178 | .kr(2) |
| 6179 | .sr(4) |
| 6180 | .m(2) |
| 6181 | .n(n) |
| 6182 | .k(8) |
| 6183 | .iterations(1) |
| 6184 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6185 | } |
| 6186 | } |
| 6187 | |
| 6188 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2S4__NEON_MULL, k_lt_8) { |
| 6189 | TEST_REQUIRES_ARM_NEON; |
| 6190 | for (size_t k = 1; k < 8; k++) { |
| 6191 | GemmMicrokernelTester() |
| 6192 | .mr(2) |
| 6193 | .nr(8) |
| 6194 | .kr(2) |
| 6195 | .sr(4) |
| 6196 | .m(2) |
| 6197 | .n(8) |
| 6198 | .k(k) |
| 6199 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6200 | } |
| 6201 | } |
| 6202 | |
| 6203 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2S4__NEON_MULL, k_lt_8_subtile) { |
| 6204 | TEST_REQUIRES_ARM_NEON; |
| 6205 | for (size_t k = 1; k < 8; k++) { |
| 6206 | for (uint32_t n = 1; n <= 8; n++) { |
| 6207 | for (uint32_t m = 1; m <= 2; m++) { |
| 6208 | GemmMicrokernelTester() |
| 6209 | .mr(2) |
| 6210 | .nr(8) |
| 6211 | .kr(2) |
| 6212 | .sr(4) |
| 6213 | .m(m) |
| 6214 | .n(n) |
| 6215 | .k(k) |
| 6216 | .iterations(1) |
| 6217 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6218 | } |
| 6219 | } |
| 6220 | } |
| 6221 | } |
| 6222 | |
| 6223 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2S4__NEON_MULL, k_gt_8) { |
| 6224 | TEST_REQUIRES_ARM_NEON; |
| 6225 | for (size_t k = 9; k < 16; k++) { |
| 6226 | GemmMicrokernelTester() |
| 6227 | .mr(2) |
| 6228 | .nr(8) |
| 6229 | .kr(2) |
| 6230 | .sr(4) |
| 6231 | .m(2) |
| 6232 | .n(8) |
| 6233 | .k(k) |
| 6234 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6235 | } |
| 6236 | } |
| 6237 | |
| 6238 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2S4__NEON_MULL, k_gt_8_subtile) { |
| 6239 | TEST_REQUIRES_ARM_NEON; |
| 6240 | for (size_t k = 9; k < 16; k++) { |
| 6241 | for (uint32_t n = 1; n <= 8; n++) { |
| 6242 | for (uint32_t m = 1; m <= 2; m++) { |
| 6243 | GemmMicrokernelTester() |
| 6244 | .mr(2) |
| 6245 | .nr(8) |
| 6246 | .kr(2) |
| 6247 | .sr(4) |
| 6248 | .m(m) |
| 6249 | .n(n) |
| 6250 | .k(k) |
| 6251 | .iterations(1) |
| 6252 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6253 | } |
| 6254 | } |
| 6255 | } |
| 6256 | } |
| 6257 | |
| 6258 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2S4__NEON_MULL, k_div_8) { |
| 6259 | TEST_REQUIRES_ARM_NEON; |
| 6260 | for (size_t k = 16; k <= 80; k += 8) { |
| 6261 | GemmMicrokernelTester() |
| 6262 | .mr(2) |
| 6263 | .nr(8) |
| 6264 | .kr(2) |
| 6265 | .sr(4) |
| 6266 | .m(2) |
| 6267 | .n(8) |
| 6268 | .k(k) |
| 6269 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6270 | } |
| 6271 | } |
| 6272 | |
| 6273 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2S4__NEON_MULL, k_div_8_subtile) { |
| 6274 | TEST_REQUIRES_ARM_NEON; |
| 6275 | for (size_t k = 16; k <= 80; k += 8) { |
| 6276 | for (uint32_t n = 1; n <= 8; n++) { |
| 6277 | for (uint32_t m = 1; m <= 2; m++) { |
| 6278 | GemmMicrokernelTester() |
| 6279 | .mr(2) |
| 6280 | .nr(8) |
| 6281 | .kr(2) |
| 6282 | .sr(4) |
| 6283 | .m(m) |
| 6284 | .n(n) |
| 6285 | .k(k) |
| 6286 | .iterations(1) |
| 6287 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6288 | } |
| 6289 | } |
| 6290 | } |
| 6291 | } |
| 6292 | |
| 6293 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2S4__NEON_MULL, n_gt_8) { |
| 6294 | TEST_REQUIRES_ARM_NEON; |
| 6295 | for (uint32_t n = 9; n < 16; n++) { |
| 6296 | for (size_t k = 1; k <= 40; k += 9) { |
| 6297 | GemmMicrokernelTester() |
| 6298 | .mr(2) |
| 6299 | .nr(8) |
| 6300 | .kr(2) |
| 6301 | .sr(4) |
| 6302 | .m(2) |
| 6303 | .n(n) |
| 6304 | .k(k) |
| 6305 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6306 | } |
| 6307 | } |
| 6308 | } |
| 6309 | |
| 6310 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2S4__NEON_MULL, n_gt_8_strided_cn) { |
| 6311 | TEST_REQUIRES_ARM_NEON; |
| 6312 | for (uint32_t n = 9; n < 16; n++) { |
| 6313 | for (size_t k = 1; k <= 40; k += 9) { |
| 6314 | GemmMicrokernelTester() |
| 6315 | .mr(2) |
| 6316 | .nr(8) |
| 6317 | .kr(2) |
| 6318 | .sr(4) |
| 6319 | .m(2) |
| 6320 | .n(n) |
| 6321 | .k(k) |
| 6322 | .cn_stride(11) |
| 6323 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6324 | } |
| 6325 | } |
| 6326 | } |
| 6327 | |
| 6328 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2S4__NEON_MULL, n_gt_8_subtile) { |
| 6329 | TEST_REQUIRES_ARM_NEON; |
| 6330 | for (uint32_t n = 9; n < 16; n++) { |
| 6331 | for (size_t k = 1; k <= 40; k += 9) { |
| 6332 | for (uint32_t m = 1; m <= 2; m++) { |
| 6333 | GemmMicrokernelTester() |
| 6334 | .mr(2) |
| 6335 | .nr(8) |
| 6336 | .kr(2) |
| 6337 | .sr(4) |
| 6338 | .m(m) |
| 6339 | .n(n) |
| 6340 | .k(k) |
| 6341 | .iterations(1) |
| 6342 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6343 | } |
| 6344 | } |
| 6345 | } |
| 6346 | } |
| 6347 | |
| 6348 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2S4__NEON_MULL, n_div_8) { |
| 6349 | TEST_REQUIRES_ARM_NEON; |
| 6350 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 6351 | for (size_t k = 1; k <= 40; k += 9) { |
| 6352 | GemmMicrokernelTester() |
| 6353 | .mr(2) |
| 6354 | .nr(8) |
| 6355 | .kr(2) |
| 6356 | .sr(4) |
| 6357 | .m(2) |
| 6358 | .n(n) |
| 6359 | .k(k) |
| 6360 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6361 | } |
| 6362 | } |
| 6363 | } |
| 6364 | |
| 6365 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2S4__NEON_MULL, n_div_8_strided_cn) { |
| 6366 | TEST_REQUIRES_ARM_NEON; |
| 6367 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 6368 | for (size_t k = 1; k <= 40; k += 9) { |
| 6369 | GemmMicrokernelTester() |
| 6370 | .mr(2) |
| 6371 | .nr(8) |
| 6372 | .kr(2) |
| 6373 | .sr(4) |
| 6374 | .m(2) |
| 6375 | .n(n) |
| 6376 | .k(k) |
| 6377 | .cn_stride(11) |
| 6378 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6379 | } |
| 6380 | } |
| 6381 | } |
| 6382 | |
| 6383 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2S4__NEON_MULL, n_div_8_subtile) { |
| 6384 | TEST_REQUIRES_ARM_NEON; |
| 6385 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 6386 | for (size_t k = 1; k <= 40; k += 9) { |
| 6387 | for (uint32_t m = 1; m <= 2; m++) { |
| 6388 | GemmMicrokernelTester() |
| 6389 | .mr(2) |
| 6390 | .nr(8) |
| 6391 | .kr(2) |
| 6392 | .sr(4) |
| 6393 | .m(m) |
| 6394 | .n(n) |
| 6395 | .k(k) |
| 6396 | .iterations(1) |
| 6397 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6398 | } |
| 6399 | } |
| 6400 | } |
| 6401 | } |
| 6402 | |
| 6403 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2S4__NEON_MULL, small_kernel) { |
| 6404 | TEST_REQUIRES_ARM_NEON; |
| 6405 | for (size_t k = 1; k <= 40; k += 9) { |
| 6406 | GemmMicrokernelTester() |
| 6407 | .mr(2) |
| 6408 | .nr(8) |
| 6409 | .kr(2) |
| 6410 | .sr(4) |
| 6411 | .m(2) |
| 6412 | .n(8) |
| 6413 | .k(k) |
| 6414 | .ks(3) |
| 6415 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6416 | } |
| 6417 | } |
| 6418 | |
| 6419 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2S4__NEON_MULL, small_kernel_subtile) { |
| 6420 | TEST_REQUIRES_ARM_NEON; |
| 6421 | for (size_t k = 1; k <= 40; k += 9) { |
| 6422 | for (uint32_t n = 1; n <= 8; n++) { |
| 6423 | for (uint32_t m = 1; m <= 2; m++) { |
| 6424 | GemmMicrokernelTester() |
| 6425 | .mr(2) |
| 6426 | .nr(8) |
| 6427 | .kr(2) |
| 6428 | .sr(4) |
| 6429 | .m(m) |
| 6430 | .n(n) |
| 6431 | .k(k) |
| 6432 | .ks(3) |
| 6433 | .iterations(1) |
| 6434 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6435 | } |
| 6436 | } |
| 6437 | } |
| 6438 | } |
| 6439 | |
| 6440 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2S4__NEON_MULL, n_gt_8_small_kernel) { |
| 6441 | TEST_REQUIRES_ARM_NEON; |
| 6442 | for (uint32_t n = 9; n < 16; n++) { |
| 6443 | for (size_t k = 1; k <= 40; k += 9) { |
| 6444 | GemmMicrokernelTester() |
| 6445 | .mr(2) |
| 6446 | .nr(8) |
| 6447 | .kr(2) |
| 6448 | .sr(4) |
| 6449 | .m(2) |
| 6450 | .n(n) |
| 6451 | .k(k) |
| 6452 | .ks(3) |
| 6453 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6454 | } |
| 6455 | } |
| 6456 | } |
| 6457 | |
| 6458 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2S4__NEON_MULL, n_div_8_small_kernel) { |
| 6459 | TEST_REQUIRES_ARM_NEON; |
| 6460 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 6461 | for (size_t k = 1; k <= 40; k += 9) { |
| 6462 | GemmMicrokernelTester() |
| 6463 | .mr(2) |
| 6464 | .nr(8) |
| 6465 | .kr(2) |
| 6466 | .sr(4) |
| 6467 | .m(2) |
| 6468 | .n(n) |
| 6469 | .k(k) |
| 6470 | .ks(3) |
| 6471 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6472 | } |
| 6473 | } |
| 6474 | } |
| 6475 | |
| 6476 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2S4__NEON_MULL, strided_cm_subtile) { |
| 6477 | TEST_REQUIRES_ARM_NEON; |
| 6478 | for (size_t k = 1; k <= 40; k += 9) { |
| 6479 | for (uint32_t n = 1; n <= 8; n++) { |
| 6480 | for (uint32_t m = 1; m <= 2; m++) { |
| 6481 | GemmMicrokernelTester() |
| 6482 | .mr(2) |
| 6483 | .nr(8) |
| 6484 | .kr(2) |
| 6485 | .sr(4) |
| 6486 | .m(m) |
| 6487 | .n(n) |
| 6488 | .k(k) |
| 6489 | .cm_stride(11) |
| 6490 | .iterations(1) |
| 6491 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6492 | } |
| 6493 | } |
| 6494 | } |
| 6495 | } |
| 6496 | |
| 6497 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2S4__NEON_MULL, a_offset) { |
| 6498 | TEST_REQUIRES_ARM_NEON; |
| 6499 | for (size_t k = 1; k <= 40; k += 9) { |
| 6500 | GemmMicrokernelTester() |
| 6501 | .mr(2) |
| 6502 | .nr(8) |
| 6503 | .kr(2) |
| 6504 | .sr(4) |
| 6505 | .m(2) |
| 6506 | .n(8) |
| 6507 | .k(k) |
| 6508 | .ks(3) |
| 6509 | .a_offset(83) |
| 6510 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6511 | } |
| 6512 | } |
| 6513 | |
| 6514 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2S4__NEON_MULL, zero) { |
| 6515 | TEST_REQUIRES_ARM_NEON; |
| 6516 | for (size_t k = 1; k <= 40; k += 9) { |
| 6517 | for (uint32_t mz = 0; mz < 2; mz++) { |
| 6518 | GemmMicrokernelTester() |
| 6519 | .mr(2) |
| 6520 | .nr(8) |
| 6521 | .kr(2) |
| 6522 | .sr(4) |
| 6523 | .m(2) |
| 6524 | .n(8) |
| 6525 | .k(k) |
| 6526 | .ks(3) |
| 6527 | .a_offset(83) |
| 6528 | .zero_index(mz) |
| 6529 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6530 | } |
| 6531 | } |
| 6532 | } |
| 6533 | |
| 6534 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2S4__NEON_MULL, qmin) { |
| 6535 | TEST_REQUIRES_ARM_NEON; |
| 6536 | GemmMicrokernelTester() |
| 6537 | .mr(2) |
| 6538 | .nr(8) |
| 6539 | .kr(2) |
| 6540 | .sr(4) |
| 6541 | .m(2) |
| 6542 | .n(8) |
| 6543 | .k(8) |
| 6544 | .qmin(128) |
| 6545 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6546 | } |
| 6547 | |
| 6548 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2S4__NEON_MULL, qmax) { |
| 6549 | TEST_REQUIRES_ARM_NEON; |
| 6550 | GemmMicrokernelTester() |
| 6551 | .mr(2) |
| 6552 | .nr(8) |
| 6553 | .kr(2) |
| 6554 | .sr(4) |
| 6555 | .m(2) |
| 6556 | .n(8) |
| 6557 | .k(8) |
| 6558 | .qmax(128) |
| 6559 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6560 | } |
| 6561 | |
| 6562 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C2S4__NEON_MULL, strided_cm) { |
| 6563 | TEST_REQUIRES_ARM_NEON; |
| 6564 | GemmMicrokernelTester() |
| 6565 | .mr(2) |
| 6566 | .nr(8) |
| 6567 | .kr(2) |
| 6568 | .sr(4) |
| 6569 | .m(2) |
| 6570 | .n(8) |
| 6571 | .k(8) |
| 6572 | .cm_stride(11) |
| 6573 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6574 | } |
| 6575 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 6576 | |
| 6577 | |
| 6578 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 6579 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2S4__NEON_MULL, k_eq_8) { |
| 6580 | TEST_REQUIRES_ARM_NEON; |
| 6581 | GemmMicrokernelTester() |
| 6582 | .mr(1) |
| 6583 | .nr(16) |
| 6584 | .kr(2) |
| 6585 | .sr(4) |
| 6586 | .m(1) |
| 6587 | .n(16) |
| 6588 | .k(8) |
| 6589 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6590 | } |
| 6591 | |
| 6592 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2S4__NEON_MULL, strided_cn) { |
| 6593 | TEST_REQUIRES_ARM_NEON; |
| 6594 | GemmMicrokernelTester() |
| 6595 | .mr(1) |
| 6596 | .nr(16) |
| 6597 | .kr(2) |
| 6598 | .sr(4) |
| 6599 | .m(1) |
| 6600 | .n(16) |
| 6601 | .k(8) |
| 6602 | .cn_stride(19) |
| 6603 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6604 | } |
| 6605 | |
| 6606 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2S4__NEON_MULL, k_eq_8_subtile) { |
| 6607 | TEST_REQUIRES_ARM_NEON; |
| 6608 | for (uint32_t n = 1; n <= 16; n++) { |
| 6609 | for (uint32_t m = 1; m <= 1; m++) { |
| 6610 | GemmMicrokernelTester() |
| 6611 | .mr(1) |
| 6612 | .nr(16) |
| 6613 | .kr(2) |
| 6614 | .sr(4) |
| 6615 | .m(m) |
| 6616 | .n(n) |
| 6617 | .k(8) |
| 6618 | .iterations(1) |
| 6619 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6620 | } |
| 6621 | } |
| 6622 | } |
| 6623 | |
| 6624 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2S4__NEON_MULL, k_eq_8_subtile_m) { |
| 6625 | TEST_REQUIRES_ARM_NEON; |
| 6626 | for (uint32_t m = 1; m <= 1; m++) { |
| 6627 | GemmMicrokernelTester() |
| 6628 | .mr(1) |
| 6629 | .nr(16) |
| 6630 | .kr(2) |
| 6631 | .sr(4) |
| 6632 | .m(m) |
| 6633 | .n(16) |
| 6634 | .k(8) |
| 6635 | .iterations(1) |
| 6636 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6637 | } |
| 6638 | } |
| 6639 | |
| 6640 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2S4__NEON_MULL, k_eq_8_subtile_n) { |
| 6641 | TEST_REQUIRES_ARM_NEON; |
| 6642 | for (uint32_t n = 1; n <= 16; n++) { |
| 6643 | GemmMicrokernelTester() |
| 6644 | .mr(1) |
| 6645 | .nr(16) |
| 6646 | .kr(2) |
| 6647 | .sr(4) |
| 6648 | .m(1) |
| 6649 | .n(n) |
| 6650 | .k(8) |
| 6651 | .iterations(1) |
| 6652 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6653 | } |
| 6654 | } |
| 6655 | |
| 6656 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2S4__NEON_MULL, k_lt_8) { |
| 6657 | TEST_REQUIRES_ARM_NEON; |
| 6658 | for (size_t k = 1; k < 8; k++) { |
| 6659 | GemmMicrokernelTester() |
| 6660 | .mr(1) |
| 6661 | .nr(16) |
| 6662 | .kr(2) |
| 6663 | .sr(4) |
| 6664 | .m(1) |
| 6665 | .n(16) |
| 6666 | .k(k) |
| 6667 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6668 | } |
| 6669 | } |
| 6670 | |
| 6671 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2S4__NEON_MULL, k_lt_8_subtile) { |
| 6672 | TEST_REQUIRES_ARM_NEON; |
| 6673 | for (size_t k = 1; k < 8; k++) { |
| 6674 | for (uint32_t n = 1; n <= 16; n++) { |
| 6675 | for (uint32_t m = 1; m <= 1; m++) { |
| 6676 | GemmMicrokernelTester() |
| 6677 | .mr(1) |
| 6678 | .nr(16) |
| 6679 | .kr(2) |
| 6680 | .sr(4) |
| 6681 | .m(m) |
| 6682 | .n(n) |
| 6683 | .k(k) |
| 6684 | .iterations(1) |
| 6685 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6686 | } |
| 6687 | } |
| 6688 | } |
| 6689 | } |
| 6690 | |
| 6691 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2S4__NEON_MULL, k_gt_8) { |
| 6692 | TEST_REQUIRES_ARM_NEON; |
| 6693 | for (size_t k = 9; k < 16; k++) { |
| 6694 | GemmMicrokernelTester() |
| 6695 | .mr(1) |
| 6696 | .nr(16) |
| 6697 | .kr(2) |
| 6698 | .sr(4) |
| 6699 | .m(1) |
| 6700 | .n(16) |
| 6701 | .k(k) |
| 6702 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6703 | } |
| 6704 | } |
| 6705 | |
| 6706 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2S4__NEON_MULL, k_gt_8_subtile) { |
| 6707 | TEST_REQUIRES_ARM_NEON; |
| 6708 | for (size_t k = 9; k < 16; k++) { |
| 6709 | for (uint32_t n = 1; n <= 16; n++) { |
| 6710 | for (uint32_t m = 1; m <= 1; m++) { |
| 6711 | GemmMicrokernelTester() |
| 6712 | .mr(1) |
| 6713 | .nr(16) |
| 6714 | .kr(2) |
| 6715 | .sr(4) |
| 6716 | .m(m) |
| 6717 | .n(n) |
| 6718 | .k(k) |
| 6719 | .iterations(1) |
| 6720 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6721 | } |
| 6722 | } |
| 6723 | } |
| 6724 | } |
| 6725 | |
| 6726 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2S4__NEON_MULL, k_div_8) { |
| 6727 | TEST_REQUIRES_ARM_NEON; |
| 6728 | for (size_t k = 16; k <= 80; k += 8) { |
| 6729 | GemmMicrokernelTester() |
| 6730 | .mr(1) |
| 6731 | .nr(16) |
| 6732 | .kr(2) |
| 6733 | .sr(4) |
| 6734 | .m(1) |
| 6735 | .n(16) |
| 6736 | .k(k) |
| 6737 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6738 | } |
| 6739 | } |
| 6740 | |
| 6741 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2S4__NEON_MULL, k_div_8_subtile) { |
| 6742 | TEST_REQUIRES_ARM_NEON; |
| 6743 | for (size_t k = 16; k <= 80; k += 8) { |
| 6744 | for (uint32_t n = 1; n <= 16; n++) { |
| 6745 | for (uint32_t m = 1; m <= 1; m++) { |
| 6746 | GemmMicrokernelTester() |
| 6747 | .mr(1) |
| 6748 | .nr(16) |
| 6749 | .kr(2) |
| 6750 | .sr(4) |
| 6751 | .m(m) |
| 6752 | .n(n) |
| 6753 | .k(k) |
| 6754 | .iterations(1) |
| 6755 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6756 | } |
| 6757 | } |
| 6758 | } |
| 6759 | } |
| 6760 | |
| 6761 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2S4__NEON_MULL, n_gt_16) { |
| 6762 | TEST_REQUIRES_ARM_NEON; |
| 6763 | for (uint32_t n = 17; n < 32; n++) { |
| 6764 | for (size_t k = 1; k <= 40; k += 9) { |
| 6765 | GemmMicrokernelTester() |
| 6766 | .mr(1) |
| 6767 | .nr(16) |
| 6768 | .kr(2) |
| 6769 | .sr(4) |
| 6770 | .m(1) |
| 6771 | .n(n) |
| 6772 | .k(k) |
| 6773 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6774 | } |
| 6775 | } |
| 6776 | } |
| 6777 | |
| 6778 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2S4__NEON_MULL, n_gt_16_strided_cn) { |
| 6779 | TEST_REQUIRES_ARM_NEON; |
| 6780 | for (uint32_t n = 17; n < 32; n++) { |
| 6781 | for (size_t k = 1; k <= 40; k += 9) { |
| 6782 | GemmMicrokernelTester() |
| 6783 | .mr(1) |
| 6784 | .nr(16) |
| 6785 | .kr(2) |
| 6786 | .sr(4) |
| 6787 | .m(1) |
| 6788 | .n(n) |
| 6789 | .k(k) |
| 6790 | .cn_stride(19) |
| 6791 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6792 | } |
| 6793 | } |
| 6794 | } |
| 6795 | |
| 6796 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2S4__NEON_MULL, n_gt_16_subtile) { |
| 6797 | TEST_REQUIRES_ARM_NEON; |
| 6798 | for (uint32_t n = 17; n < 32; n++) { |
| 6799 | for (size_t k = 1; k <= 40; k += 9) { |
| 6800 | for (uint32_t m = 1; m <= 1; m++) { |
| 6801 | GemmMicrokernelTester() |
| 6802 | .mr(1) |
| 6803 | .nr(16) |
| 6804 | .kr(2) |
| 6805 | .sr(4) |
| 6806 | .m(m) |
| 6807 | .n(n) |
| 6808 | .k(k) |
| 6809 | .iterations(1) |
| 6810 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6811 | } |
| 6812 | } |
| 6813 | } |
| 6814 | } |
| 6815 | |
| 6816 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2S4__NEON_MULL, n_div_16) { |
| 6817 | TEST_REQUIRES_ARM_NEON; |
| 6818 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 6819 | for (size_t k = 1; k <= 40; k += 9) { |
| 6820 | GemmMicrokernelTester() |
| 6821 | .mr(1) |
| 6822 | .nr(16) |
| 6823 | .kr(2) |
| 6824 | .sr(4) |
| 6825 | .m(1) |
| 6826 | .n(n) |
| 6827 | .k(k) |
| 6828 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6829 | } |
| 6830 | } |
| 6831 | } |
| 6832 | |
| 6833 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2S4__NEON_MULL, n_div_16_strided_cn) { |
| 6834 | TEST_REQUIRES_ARM_NEON; |
| 6835 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 6836 | for (size_t k = 1; k <= 40; k += 9) { |
| 6837 | GemmMicrokernelTester() |
| 6838 | .mr(1) |
| 6839 | .nr(16) |
| 6840 | .kr(2) |
| 6841 | .sr(4) |
| 6842 | .m(1) |
| 6843 | .n(n) |
| 6844 | .k(k) |
| 6845 | .cn_stride(19) |
| 6846 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6847 | } |
| 6848 | } |
| 6849 | } |
| 6850 | |
| 6851 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2S4__NEON_MULL, n_div_16_subtile) { |
| 6852 | TEST_REQUIRES_ARM_NEON; |
| 6853 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 6854 | for (size_t k = 1; k <= 40; k += 9) { |
| 6855 | for (uint32_t m = 1; m <= 1; m++) { |
| 6856 | GemmMicrokernelTester() |
| 6857 | .mr(1) |
| 6858 | .nr(16) |
| 6859 | .kr(2) |
| 6860 | .sr(4) |
| 6861 | .m(m) |
| 6862 | .n(n) |
| 6863 | .k(k) |
| 6864 | .iterations(1) |
| 6865 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6866 | } |
| 6867 | } |
| 6868 | } |
| 6869 | } |
| 6870 | |
| 6871 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2S4__NEON_MULL, small_kernel) { |
| 6872 | TEST_REQUIRES_ARM_NEON; |
| 6873 | for (size_t k = 1; k <= 40; k += 9) { |
| 6874 | GemmMicrokernelTester() |
| 6875 | .mr(1) |
| 6876 | .nr(16) |
| 6877 | .kr(2) |
| 6878 | .sr(4) |
| 6879 | .m(1) |
| 6880 | .n(16) |
| 6881 | .k(k) |
| 6882 | .ks(3) |
| 6883 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6884 | } |
| 6885 | } |
| 6886 | |
| 6887 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2S4__NEON_MULL, small_kernel_subtile) { |
| 6888 | TEST_REQUIRES_ARM_NEON; |
| 6889 | for (size_t k = 1; k <= 40; k += 9) { |
| 6890 | for (uint32_t n = 1; n <= 16; n++) { |
| 6891 | for (uint32_t m = 1; m <= 1; m++) { |
| 6892 | GemmMicrokernelTester() |
| 6893 | .mr(1) |
| 6894 | .nr(16) |
| 6895 | .kr(2) |
| 6896 | .sr(4) |
| 6897 | .m(m) |
| 6898 | .n(n) |
| 6899 | .k(k) |
| 6900 | .ks(3) |
| 6901 | .iterations(1) |
| 6902 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6903 | } |
| 6904 | } |
| 6905 | } |
| 6906 | } |
| 6907 | |
| 6908 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2S4__NEON_MULL, n_gt_16_small_kernel) { |
| 6909 | TEST_REQUIRES_ARM_NEON; |
| 6910 | for (uint32_t n = 17; n < 32; n++) { |
| 6911 | for (size_t k = 1; k <= 40; k += 9) { |
| 6912 | GemmMicrokernelTester() |
| 6913 | .mr(1) |
| 6914 | .nr(16) |
| 6915 | .kr(2) |
| 6916 | .sr(4) |
| 6917 | .m(1) |
| 6918 | .n(n) |
| 6919 | .k(k) |
| 6920 | .ks(3) |
| 6921 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6922 | } |
| 6923 | } |
| 6924 | } |
| 6925 | |
| 6926 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2S4__NEON_MULL, n_div_16_small_kernel) { |
| 6927 | TEST_REQUIRES_ARM_NEON; |
| 6928 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 6929 | for (size_t k = 1; k <= 40; k += 9) { |
| 6930 | GemmMicrokernelTester() |
| 6931 | .mr(1) |
| 6932 | .nr(16) |
| 6933 | .kr(2) |
| 6934 | .sr(4) |
| 6935 | .m(1) |
| 6936 | .n(n) |
| 6937 | .k(k) |
| 6938 | .ks(3) |
| 6939 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6940 | } |
| 6941 | } |
| 6942 | } |
| 6943 | |
| 6944 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2S4__NEON_MULL, strided_cm_subtile) { |
| 6945 | TEST_REQUIRES_ARM_NEON; |
| 6946 | for (size_t k = 1; k <= 40; k += 9) { |
| 6947 | for (uint32_t n = 1; n <= 16; n++) { |
| 6948 | for (uint32_t m = 1; m <= 1; m++) { |
| 6949 | GemmMicrokernelTester() |
| 6950 | .mr(1) |
| 6951 | .nr(16) |
| 6952 | .kr(2) |
| 6953 | .sr(4) |
| 6954 | .m(m) |
| 6955 | .n(n) |
| 6956 | .k(k) |
| 6957 | .cm_stride(19) |
| 6958 | .iterations(1) |
| 6959 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6960 | } |
| 6961 | } |
| 6962 | } |
| 6963 | } |
| 6964 | |
| 6965 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2S4__NEON_MULL, a_offset) { |
| 6966 | TEST_REQUIRES_ARM_NEON; |
| 6967 | for (size_t k = 1; k <= 40; k += 9) { |
| 6968 | GemmMicrokernelTester() |
| 6969 | .mr(1) |
| 6970 | .nr(16) |
| 6971 | .kr(2) |
| 6972 | .sr(4) |
| 6973 | .m(1) |
| 6974 | .n(16) |
| 6975 | .k(k) |
| 6976 | .ks(3) |
| 6977 | .a_offset(43) |
| 6978 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6979 | } |
| 6980 | } |
| 6981 | |
| 6982 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2S4__NEON_MULL, zero) { |
| 6983 | TEST_REQUIRES_ARM_NEON; |
| 6984 | for (size_t k = 1; k <= 40; k += 9) { |
| 6985 | for (uint32_t mz = 0; mz < 1; mz++) { |
| 6986 | GemmMicrokernelTester() |
| 6987 | .mr(1) |
| 6988 | .nr(16) |
| 6989 | .kr(2) |
| 6990 | .sr(4) |
| 6991 | .m(1) |
| 6992 | .n(16) |
| 6993 | .k(k) |
| 6994 | .ks(3) |
| 6995 | .a_offset(43) |
| 6996 | .zero_index(mz) |
| 6997 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 6998 | } |
| 6999 | } |
| 7000 | } |
| 7001 | |
| 7002 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2S4__NEON_MULL, qmin) { |
| 7003 | TEST_REQUIRES_ARM_NEON; |
| 7004 | GemmMicrokernelTester() |
| 7005 | .mr(1) |
| 7006 | .nr(16) |
| 7007 | .kr(2) |
| 7008 | .sr(4) |
| 7009 | .m(1) |
| 7010 | .n(16) |
| 7011 | .k(8) |
| 7012 | .qmin(128) |
| 7013 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7014 | } |
| 7015 | |
| 7016 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2S4__NEON_MULL, qmax) { |
| 7017 | TEST_REQUIRES_ARM_NEON; |
| 7018 | GemmMicrokernelTester() |
| 7019 | .mr(1) |
| 7020 | .nr(16) |
| 7021 | .kr(2) |
| 7022 | .sr(4) |
| 7023 | .m(1) |
| 7024 | .n(16) |
| 7025 | .k(8) |
| 7026 | .qmax(128) |
| 7027 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7028 | } |
| 7029 | |
| 7030 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2S4__NEON_MULL, strided_cm) { |
| 7031 | TEST_REQUIRES_ARM_NEON; |
| 7032 | GemmMicrokernelTester() |
| 7033 | .mr(1) |
| 7034 | .nr(16) |
| 7035 | .kr(2) |
| 7036 | .sr(4) |
| 7037 | .m(1) |
| 7038 | .n(16) |
| 7039 | .k(8) |
| 7040 | .cm_stride(19) |
| 7041 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2s4__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7042 | } |
| 7043 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 7044 | |
| 7045 | |
| 7046 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 7047 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2S4__NEON_MLAL, k_eq_16) { |
| 7048 | TEST_REQUIRES_ARM_NEON; |
| 7049 | GemmMicrokernelTester() |
| 7050 | .mr(1) |
| 7051 | .nr(8) |
| 7052 | .kr(2) |
| 7053 | .sr(4) |
| 7054 | .m(1) |
| 7055 | .n(8) |
| 7056 | .k(16) |
| 7057 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7058 | } |
| 7059 | |
| 7060 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2S4__NEON_MLAL, strided_cn) { |
| 7061 | TEST_REQUIRES_ARM_NEON; |
| 7062 | GemmMicrokernelTester() |
| 7063 | .mr(1) |
| 7064 | .nr(8) |
| 7065 | .kr(2) |
| 7066 | .sr(4) |
| 7067 | .m(1) |
| 7068 | .n(8) |
| 7069 | .k(16) |
| 7070 | .cn_stride(11) |
| 7071 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7072 | } |
| 7073 | |
| 7074 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2S4__NEON_MLAL, k_eq_16_subtile) { |
| 7075 | TEST_REQUIRES_ARM_NEON; |
| 7076 | for (uint32_t n = 1; n <= 8; n++) { |
| 7077 | for (uint32_t m = 1; m <= 1; m++) { |
| 7078 | GemmMicrokernelTester() |
| 7079 | .mr(1) |
| 7080 | .nr(8) |
| 7081 | .kr(2) |
| 7082 | .sr(4) |
| 7083 | .m(m) |
| 7084 | .n(n) |
| 7085 | .k(16) |
| 7086 | .iterations(1) |
| 7087 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7088 | } |
| 7089 | } |
| 7090 | } |
| 7091 | |
| 7092 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2S4__NEON_MLAL, k_eq_16_subtile_m) { |
| 7093 | TEST_REQUIRES_ARM_NEON; |
| 7094 | for (uint32_t m = 1; m <= 1; m++) { |
| 7095 | GemmMicrokernelTester() |
| 7096 | .mr(1) |
| 7097 | .nr(8) |
| 7098 | .kr(2) |
| 7099 | .sr(4) |
| 7100 | .m(m) |
| 7101 | .n(8) |
| 7102 | .k(16) |
| 7103 | .iterations(1) |
| 7104 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7105 | } |
| 7106 | } |
| 7107 | |
| 7108 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2S4__NEON_MLAL, k_eq_16_subtile_n) { |
| 7109 | TEST_REQUIRES_ARM_NEON; |
| 7110 | for (uint32_t n = 1; n <= 8; n++) { |
| 7111 | GemmMicrokernelTester() |
| 7112 | .mr(1) |
| 7113 | .nr(8) |
| 7114 | .kr(2) |
| 7115 | .sr(4) |
| 7116 | .m(1) |
| 7117 | .n(n) |
| 7118 | .k(16) |
| 7119 | .iterations(1) |
| 7120 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7121 | } |
| 7122 | } |
| 7123 | |
| 7124 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2S4__NEON_MLAL, k_lt_16) { |
| 7125 | TEST_REQUIRES_ARM_NEON; |
| 7126 | for (size_t k = 1; k < 16; k++) { |
| 7127 | GemmMicrokernelTester() |
| 7128 | .mr(1) |
| 7129 | .nr(8) |
| 7130 | .kr(2) |
| 7131 | .sr(4) |
| 7132 | .m(1) |
| 7133 | .n(8) |
| 7134 | .k(k) |
| 7135 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7136 | } |
| 7137 | } |
| 7138 | |
| 7139 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2S4__NEON_MLAL, k_lt_16_subtile) { |
| 7140 | TEST_REQUIRES_ARM_NEON; |
| 7141 | for (size_t k = 1; k < 16; k++) { |
| 7142 | for (uint32_t n = 1; n <= 8; n++) { |
| 7143 | for (uint32_t m = 1; m <= 1; m++) { |
| 7144 | GemmMicrokernelTester() |
| 7145 | .mr(1) |
| 7146 | .nr(8) |
| 7147 | .kr(2) |
| 7148 | .sr(4) |
| 7149 | .m(m) |
| 7150 | .n(n) |
| 7151 | .k(k) |
| 7152 | .iterations(1) |
| 7153 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7154 | } |
| 7155 | } |
| 7156 | } |
| 7157 | } |
| 7158 | |
| 7159 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2S4__NEON_MLAL, k_gt_16) { |
| 7160 | TEST_REQUIRES_ARM_NEON; |
| 7161 | for (size_t k = 17; k < 32; k++) { |
| 7162 | GemmMicrokernelTester() |
| 7163 | .mr(1) |
| 7164 | .nr(8) |
| 7165 | .kr(2) |
| 7166 | .sr(4) |
| 7167 | .m(1) |
| 7168 | .n(8) |
| 7169 | .k(k) |
| 7170 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7171 | } |
| 7172 | } |
| 7173 | |
| 7174 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2S4__NEON_MLAL, k_gt_16_subtile) { |
| 7175 | TEST_REQUIRES_ARM_NEON; |
| 7176 | for (size_t k = 17; k < 32; k++) { |
| 7177 | for (uint32_t n = 1; n <= 8; n++) { |
| 7178 | for (uint32_t m = 1; m <= 1; m++) { |
| 7179 | GemmMicrokernelTester() |
| 7180 | .mr(1) |
| 7181 | .nr(8) |
| 7182 | .kr(2) |
| 7183 | .sr(4) |
| 7184 | .m(m) |
| 7185 | .n(n) |
| 7186 | .k(k) |
| 7187 | .iterations(1) |
| 7188 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7189 | } |
| 7190 | } |
| 7191 | } |
| 7192 | } |
| 7193 | |
| 7194 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2S4__NEON_MLAL, k_div_16) { |
| 7195 | TEST_REQUIRES_ARM_NEON; |
| 7196 | for (size_t k = 32; k <= 160; k += 16) { |
| 7197 | GemmMicrokernelTester() |
| 7198 | .mr(1) |
| 7199 | .nr(8) |
| 7200 | .kr(2) |
| 7201 | .sr(4) |
| 7202 | .m(1) |
| 7203 | .n(8) |
| 7204 | .k(k) |
| 7205 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7206 | } |
| 7207 | } |
| 7208 | |
| 7209 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2S4__NEON_MLAL, k_div_16_subtile) { |
| 7210 | TEST_REQUIRES_ARM_NEON; |
| 7211 | for (size_t k = 32; k <= 160; k += 16) { |
| 7212 | for (uint32_t n = 1; n <= 8; n++) { |
| 7213 | for (uint32_t m = 1; m <= 1; m++) { |
| 7214 | GemmMicrokernelTester() |
| 7215 | .mr(1) |
| 7216 | .nr(8) |
| 7217 | .kr(2) |
| 7218 | .sr(4) |
| 7219 | .m(m) |
| 7220 | .n(n) |
| 7221 | .k(k) |
| 7222 | .iterations(1) |
| 7223 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7224 | } |
| 7225 | } |
| 7226 | } |
| 7227 | } |
| 7228 | |
| 7229 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2S4__NEON_MLAL, n_gt_8) { |
| 7230 | TEST_REQUIRES_ARM_NEON; |
| 7231 | for (uint32_t n = 9; n < 16; n++) { |
| 7232 | for (size_t k = 1; k <= 80; k += 17) { |
| 7233 | GemmMicrokernelTester() |
| 7234 | .mr(1) |
| 7235 | .nr(8) |
| 7236 | .kr(2) |
| 7237 | .sr(4) |
| 7238 | .m(1) |
| 7239 | .n(n) |
| 7240 | .k(k) |
| 7241 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7242 | } |
| 7243 | } |
| 7244 | } |
| 7245 | |
| 7246 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2S4__NEON_MLAL, n_gt_8_strided_cn) { |
| 7247 | TEST_REQUIRES_ARM_NEON; |
| 7248 | for (uint32_t n = 9; n < 16; n++) { |
| 7249 | for (size_t k = 1; k <= 80; k += 17) { |
| 7250 | GemmMicrokernelTester() |
| 7251 | .mr(1) |
| 7252 | .nr(8) |
| 7253 | .kr(2) |
| 7254 | .sr(4) |
| 7255 | .m(1) |
| 7256 | .n(n) |
| 7257 | .k(k) |
| 7258 | .cn_stride(11) |
| 7259 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7260 | } |
| 7261 | } |
| 7262 | } |
| 7263 | |
| 7264 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2S4__NEON_MLAL, n_gt_8_subtile) { |
| 7265 | TEST_REQUIRES_ARM_NEON; |
| 7266 | for (uint32_t n = 9; n < 16; n++) { |
| 7267 | for (size_t k = 1; k <= 80; k += 17) { |
| 7268 | for (uint32_t m = 1; m <= 1; m++) { |
| 7269 | GemmMicrokernelTester() |
| 7270 | .mr(1) |
| 7271 | .nr(8) |
| 7272 | .kr(2) |
| 7273 | .sr(4) |
| 7274 | .m(m) |
| 7275 | .n(n) |
| 7276 | .k(k) |
| 7277 | .iterations(1) |
| 7278 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7279 | } |
| 7280 | } |
| 7281 | } |
| 7282 | } |
| 7283 | |
| 7284 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2S4__NEON_MLAL, n_div_8) { |
| 7285 | TEST_REQUIRES_ARM_NEON; |
| 7286 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 7287 | for (size_t k = 1; k <= 80; k += 17) { |
| 7288 | GemmMicrokernelTester() |
| 7289 | .mr(1) |
| 7290 | .nr(8) |
| 7291 | .kr(2) |
| 7292 | .sr(4) |
| 7293 | .m(1) |
| 7294 | .n(n) |
| 7295 | .k(k) |
| 7296 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7297 | } |
| 7298 | } |
| 7299 | } |
| 7300 | |
| 7301 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2S4__NEON_MLAL, n_div_8_strided_cn) { |
| 7302 | TEST_REQUIRES_ARM_NEON; |
| 7303 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 7304 | for (size_t k = 1; k <= 80; k += 17) { |
| 7305 | GemmMicrokernelTester() |
| 7306 | .mr(1) |
| 7307 | .nr(8) |
| 7308 | .kr(2) |
| 7309 | .sr(4) |
| 7310 | .m(1) |
| 7311 | .n(n) |
| 7312 | .k(k) |
| 7313 | .cn_stride(11) |
| 7314 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7315 | } |
| 7316 | } |
| 7317 | } |
| 7318 | |
| 7319 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2S4__NEON_MLAL, n_div_8_subtile) { |
| 7320 | TEST_REQUIRES_ARM_NEON; |
| 7321 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 7322 | for (size_t k = 1; k <= 80; k += 17) { |
| 7323 | for (uint32_t m = 1; m <= 1; m++) { |
| 7324 | GemmMicrokernelTester() |
| 7325 | .mr(1) |
| 7326 | .nr(8) |
| 7327 | .kr(2) |
| 7328 | .sr(4) |
| 7329 | .m(m) |
| 7330 | .n(n) |
| 7331 | .k(k) |
| 7332 | .iterations(1) |
| 7333 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7334 | } |
| 7335 | } |
| 7336 | } |
| 7337 | } |
| 7338 | |
| 7339 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2S4__NEON_MLAL, small_kernel) { |
| 7340 | TEST_REQUIRES_ARM_NEON; |
| 7341 | for (size_t k = 1; k <= 80; k += 17) { |
| 7342 | GemmMicrokernelTester() |
| 7343 | .mr(1) |
| 7344 | .nr(8) |
| 7345 | .kr(2) |
| 7346 | .sr(4) |
| 7347 | .m(1) |
| 7348 | .n(8) |
| 7349 | .k(k) |
| 7350 | .ks(3) |
| 7351 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7352 | } |
| 7353 | } |
| 7354 | |
| 7355 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2S4__NEON_MLAL, small_kernel_subtile) { |
| 7356 | TEST_REQUIRES_ARM_NEON; |
| 7357 | for (size_t k = 1; k <= 80; k += 17) { |
| 7358 | for (uint32_t n = 1; n <= 8; n++) { |
| 7359 | for (uint32_t m = 1; m <= 1; m++) { |
| 7360 | GemmMicrokernelTester() |
| 7361 | .mr(1) |
| 7362 | .nr(8) |
| 7363 | .kr(2) |
| 7364 | .sr(4) |
| 7365 | .m(m) |
| 7366 | .n(n) |
| 7367 | .k(k) |
| 7368 | .ks(3) |
| 7369 | .iterations(1) |
| 7370 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7371 | } |
| 7372 | } |
| 7373 | } |
| 7374 | } |
| 7375 | |
| 7376 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2S4__NEON_MLAL, n_gt_8_small_kernel) { |
| 7377 | TEST_REQUIRES_ARM_NEON; |
| 7378 | for (uint32_t n = 9; n < 16; n++) { |
| 7379 | for (size_t k = 1; k <= 80; k += 17) { |
| 7380 | GemmMicrokernelTester() |
| 7381 | .mr(1) |
| 7382 | .nr(8) |
| 7383 | .kr(2) |
| 7384 | .sr(4) |
| 7385 | .m(1) |
| 7386 | .n(n) |
| 7387 | .k(k) |
| 7388 | .ks(3) |
| 7389 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7390 | } |
| 7391 | } |
| 7392 | } |
| 7393 | |
| 7394 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2S4__NEON_MLAL, n_div_8_small_kernel) { |
| 7395 | TEST_REQUIRES_ARM_NEON; |
| 7396 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 7397 | for (size_t k = 1; k <= 80; k += 17) { |
| 7398 | GemmMicrokernelTester() |
| 7399 | .mr(1) |
| 7400 | .nr(8) |
| 7401 | .kr(2) |
| 7402 | .sr(4) |
| 7403 | .m(1) |
| 7404 | .n(n) |
| 7405 | .k(k) |
| 7406 | .ks(3) |
| 7407 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7408 | } |
| 7409 | } |
| 7410 | } |
| 7411 | |
| 7412 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2S4__NEON_MLAL, strided_cm_subtile) { |
| 7413 | TEST_REQUIRES_ARM_NEON; |
| 7414 | for (size_t k = 1; k <= 80; k += 17) { |
| 7415 | for (uint32_t n = 1; n <= 8; n++) { |
| 7416 | for (uint32_t m = 1; m <= 1; m++) { |
| 7417 | GemmMicrokernelTester() |
| 7418 | .mr(1) |
| 7419 | .nr(8) |
| 7420 | .kr(2) |
| 7421 | .sr(4) |
| 7422 | .m(m) |
| 7423 | .n(n) |
| 7424 | .k(k) |
| 7425 | .cm_stride(11) |
| 7426 | .iterations(1) |
| 7427 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7428 | } |
| 7429 | } |
| 7430 | } |
| 7431 | } |
| 7432 | |
| 7433 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2S4__NEON_MLAL, a_offset) { |
| 7434 | TEST_REQUIRES_ARM_NEON; |
| 7435 | for (size_t k = 1; k <= 80; k += 17) { |
| 7436 | GemmMicrokernelTester() |
| 7437 | .mr(1) |
| 7438 | .nr(8) |
| 7439 | .kr(2) |
| 7440 | .sr(4) |
| 7441 | .m(1) |
| 7442 | .n(8) |
| 7443 | .k(k) |
| 7444 | .ks(3) |
| 7445 | .a_offset(83) |
| 7446 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7447 | } |
| 7448 | } |
| 7449 | |
| 7450 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2S4__NEON_MLAL, zero) { |
| 7451 | TEST_REQUIRES_ARM_NEON; |
| 7452 | for (size_t k = 1; k <= 80; k += 17) { |
| 7453 | for (uint32_t mz = 0; mz < 1; mz++) { |
| 7454 | GemmMicrokernelTester() |
| 7455 | .mr(1) |
| 7456 | .nr(8) |
| 7457 | .kr(2) |
| 7458 | .sr(4) |
| 7459 | .m(1) |
| 7460 | .n(8) |
| 7461 | .k(k) |
| 7462 | .ks(3) |
| 7463 | .a_offset(83) |
| 7464 | .zero_index(mz) |
| 7465 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7466 | } |
| 7467 | } |
| 7468 | } |
| 7469 | |
| 7470 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2S4__NEON_MLAL, qmin) { |
| 7471 | TEST_REQUIRES_ARM_NEON; |
| 7472 | GemmMicrokernelTester() |
| 7473 | .mr(1) |
| 7474 | .nr(8) |
| 7475 | .kr(2) |
| 7476 | .sr(4) |
| 7477 | .m(1) |
| 7478 | .n(8) |
| 7479 | .k(16) |
| 7480 | .qmin(128) |
| 7481 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7482 | } |
| 7483 | |
| 7484 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2S4__NEON_MLAL, qmax) { |
| 7485 | TEST_REQUIRES_ARM_NEON; |
| 7486 | GemmMicrokernelTester() |
| 7487 | .mr(1) |
| 7488 | .nr(8) |
| 7489 | .kr(2) |
| 7490 | .sr(4) |
| 7491 | .m(1) |
| 7492 | .n(8) |
| 7493 | .k(16) |
| 7494 | .qmax(128) |
| 7495 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7496 | } |
| 7497 | |
| 7498 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2S4__NEON_MLAL, strided_cm) { |
| 7499 | TEST_REQUIRES_ARM_NEON; |
| 7500 | GemmMicrokernelTester() |
| 7501 | .mr(1) |
| 7502 | .nr(8) |
| 7503 | .kr(2) |
| 7504 | .sr(4) |
| 7505 | .m(1) |
| 7506 | .n(8) |
| 7507 | .k(16) |
| 7508 | .cm_stride(11) |
| 7509 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7510 | } |
| 7511 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 7512 | |
| 7513 | |
| 7514 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 7515 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C2S4__NEON_MLAL, k_eq_16) { |
| 7516 | TEST_REQUIRES_ARM_NEON; |
| 7517 | GemmMicrokernelTester() |
| 7518 | .mr(4) |
| 7519 | .nr(16) |
| 7520 | .kr(2) |
| 7521 | .sr(4) |
| 7522 | .m(4) |
| 7523 | .n(16) |
| 7524 | .k(16) |
| 7525 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7526 | } |
| 7527 | |
| 7528 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C2S4__NEON_MLAL, strided_cn) { |
| 7529 | TEST_REQUIRES_ARM_NEON; |
| 7530 | GemmMicrokernelTester() |
| 7531 | .mr(4) |
| 7532 | .nr(16) |
| 7533 | .kr(2) |
| 7534 | .sr(4) |
| 7535 | .m(4) |
| 7536 | .n(16) |
| 7537 | .k(16) |
| 7538 | .cn_stride(19) |
| 7539 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7540 | } |
| 7541 | |
| 7542 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C2S4__NEON_MLAL, k_eq_16_subtile) { |
| 7543 | TEST_REQUIRES_ARM_NEON; |
| 7544 | for (uint32_t n = 1; n <= 16; n++) { |
| 7545 | for (uint32_t m = 1; m <= 4; m++) { |
| 7546 | GemmMicrokernelTester() |
| 7547 | .mr(4) |
| 7548 | .nr(16) |
| 7549 | .kr(2) |
| 7550 | .sr(4) |
| 7551 | .m(m) |
| 7552 | .n(n) |
| 7553 | .k(16) |
| 7554 | .iterations(1) |
| 7555 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7556 | } |
| 7557 | } |
| 7558 | } |
| 7559 | |
| 7560 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C2S4__NEON_MLAL, k_eq_16_subtile_m) { |
| 7561 | TEST_REQUIRES_ARM_NEON; |
| 7562 | for (uint32_t m = 1; m <= 4; m++) { |
| 7563 | GemmMicrokernelTester() |
| 7564 | .mr(4) |
| 7565 | .nr(16) |
| 7566 | .kr(2) |
| 7567 | .sr(4) |
| 7568 | .m(m) |
| 7569 | .n(16) |
| 7570 | .k(16) |
| 7571 | .iterations(1) |
| 7572 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7573 | } |
| 7574 | } |
| 7575 | |
| 7576 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C2S4__NEON_MLAL, k_eq_16_subtile_n) { |
| 7577 | TEST_REQUIRES_ARM_NEON; |
| 7578 | for (uint32_t n = 1; n <= 16; n++) { |
| 7579 | GemmMicrokernelTester() |
| 7580 | .mr(4) |
| 7581 | .nr(16) |
| 7582 | .kr(2) |
| 7583 | .sr(4) |
| 7584 | .m(4) |
| 7585 | .n(n) |
| 7586 | .k(16) |
| 7587 | .iterations(1) |
| 7588 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7589 | } |
| 7590 | } |
| 7591 | |
| 7592 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C2S4__NEON_MLAL, k_lt_16) { |
| 7593 | TEST_REQUIRES_ARM_NEON; |
| 7594 | for (size_t k = 1; k < 16; k++) { |
| 7595 | GemmMicrokernelTester() |
| 7596 | .mr(4) |
| 7597 | .nr(16) |
| 7598 | .kr(2) |
| 7599 | .sr(4) |
| 7600 | .m(4) |
| 7601 | .n(16) |
| 7602 | .k(k) |
| 7603 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7604 | } |
| 7605 | } |
| 7606 | |
| 7607 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C2S4__NEON_MLAL, k_lt_16_subtile) { |
| 7608 | TEST_REQUIRES_ARM_NEON; |
| 7609 | for (size_t k = 1; k < 16; k++) { |
| 7610 | for (uint32_t n = 1; n <= 16; n++) { |
| 7611 | for (uint32_t m = 1; m <= 4; m++) { |
| 7612 | GemmMicrokernelTester() |
| 7613 | .mr(4) |
| 7614 | .nr(16) |
| 7615 | .kr(2) |
| 7616 | .sr(4) |
| 7617 | .m(m) |
| 7618 | .n(n) |
| 7619 | .k(k) |
| 7620 | .iterations(1) |
| 7621 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7622 | } |
| 7623 | } |
| 7624 | } |
| 7625 | } |
| 7626 | |
| 7627 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C2S4__NEON_MLAL, k_gt_16) { |
| 7628 | TEST_REQUIRES_ARM_NEON; |
| 7629 | for (size_t k = 17; k < 32; k++) { |
| 7630 | GemmMicrokernelTester() |
| 7631 | .mr(4) |
| 7632 | .nr(16) |
| 7633 | .kr(2) |
| 7634 | .sr(4) |
| 7635 | .m(4) |
| 7636 | .n(16) |
| 7637 | .k(k) |
| 7638 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7639 | } |
| 7640 | } |
| 7641 | |
| 7642 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C2S4__NEON_MLAL, k_gt_16_subtile) { |
| 7643 | TEST_REQUIRES_ARM_NEON; |
| 7644 | for (size_t k = 17; k < 32; k++) { |
| 7645 | for (uint32_t n = 1; n <= 16; n++) { |
| 7646 | for (uint32_t m = 1; m <= 4; m++) { |
| 7647 | GemmMicrokernelTester() |
| 7648 | .mr(4) |
| 7649 | .nr(16) |
| 7650 | .kr(2) |
| 7651 | .sr(4) |
| 7652 | .m(m) |
| 7653 | .n(n) |
| 7654 | .k(k) |
| 7655 | .iterations(1) |
| 7656 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7657 | } |
| 7658 | } |
| 7659 | } |
| 7660 | } |
| 7661 | |
| 7662 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C2S4__NEON_MLAL, k_div_16) { |
| 7663 | TEST_REQUIRES_ARM_NEON; |
| 7664 | for (size_t k = 32; k <= 160; k += 16) { |
| 7665 | GemmMicrokernelTester() |
| 7666 | .mr(4) |
| 7667 | .nr(16) |
| 7668 | .kr(2) |
| 7669 | .sr(4) |
| 7670 | .m(4) |
| 7671 | .n(16) |
| 7672 | .k(k) |
| 7673 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7674 | } |
| 7675 | } |
| 7676 | |
| 7677 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C2S4__NEON_MLAL, k_div_16_subtile) { |
| 7678 | TEST_REQUIRES_ARM_NEON; |
| 7679 | for (size_t k = 32; k <= 160; k += 16) { |
| 7680 | for (uint32_t n = 1; n <= 16; n++) { |
| 7681 | for (uint32_t m = 1; m <= 4; m++) { |
| 7682 | GemmMicrokernelTester() |
| 7683 | .mr(4) |
| 7684 | .nr(16) |
| 7685 | .kr(2) |
| 7686 | .sr(4) |
| 7687 | .m(m) |
| 7688 | .n(n) |
| 7689 | .k(k) |
| 7690 | .iterations(1) |
| 7691 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7692 | } |
| 7693 | } |
| 7694 | } |
| 7695 | } |
| 7696 | |
| 7697 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C2S4__NEON_MLAL, n_gt_16) { |
| 7698 | TEST_REQUIRES_ARM_NEON; |
| 7699 | for (uint32_t n = 17; n < 32; n++) { |
| 7700 | for (size_t k = 1; k <= 80; k += 17) { |
| 7701 | GemmMicrokernelTester() |
| 7702 | .mr(4) |
| 7703 | .nr(16) |
| 7704 | .kr(2) |
| 7705 | .sr(4) |
| 7706 | .m(4) |
| 7707 | .n(n) |
| 7708 | .k(k) |
| 7709 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7710 | } |
| 7711 | } |
| 7712 | } |
| 7713 | |
| 7714 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C2S4__NEON_MLAL, n_gt_16_strided_cn) { |
| 7715 | TEST_REQUIRES_ARM_NEON; |
| 7716 | for (uint32_t n = 17; n < 32; n++) { |
| 7717 | for (size_t k = 1; k <= 80; k += 17) { |
| 7718 | GemmMicrokernelTester() |
| 7719 | .mr(4) |
| 7720 | .nr(16) |
| 7721 | .kr(2) |
| 7722 | .sr(4) |
| 7723 | .m(4) |
| 7724 | .n(n) |
| 7725 | .k(k) |
| 7726 | .cn_stride(19) |
| 7727 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7728 | } |
| 7729 | } |
| 7730 | } |
| 7731 | |
| 7732 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C2S4__NEON_MLAL, n_gt_16_subtile) { |
| 7733 | TEST_REQUIRES_ARM_NEON; |
| 7734 | for (uint32_t n = 17; n < 32; n++) { |
| 7735 | for (size_t k = 1; k <= 80; k += 17) { |
| 7736 | for (uint32_t m = 1; m <= 4; m++) { |
| 7737 | GemmMicrokernelTester() |
| 7738 | .mr(4) |
| 7739 | .nr(16) |
| 7740 | .kr(2) |
| 7741 | .sr(4) |
| 7742 | .m(m) |
| 7743 | .n(n) |
| 7744 | .k(k) |
| 7745 | .iterations(1) |
| 7746 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7747 | } |
| 7748 | } |
| 7749 | } |
| 7750 | } |
| 7751 | |
| 7752 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C2S4__NEON_MLAL, n_div_16) { |
| 7753 | TEST_REQUIRES_ARM_NEON; |
| 7754 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 7755 | for (size_t k = 1; k <= 80; k += 17) { |
| 7756 | GemmMicrokernelTester() |
| 7757 | .mr(4) |
| 7758 | .nr(16) |
| 7759 | .kr(2) |
| 7760 | .sr(4) |
| 7761 | .m(4) |
| 7762 | .n(n) |
| 7763 | .k(k) |
| 7764 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7765 | } |
| 7766 | } |
| 7767 | } |
| 7768 | |
| 7769 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C2S4__NEON_MLAL, n_div_16_strided_cn) { |
| 7770 | TEST_REQUIRES_ARM_NEON; |
| 7771 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 7772 | for (size_t k = 1; k <= 80; k += 17) { |
| 7773 | GemmMicrokernelTester() |
| 7774 | .mr(4) |
| 7775 | .nr(16) |
| 7776 | .kr(2) |
| 7777 | .sr(4) |
| 7778 | .m(4) |
| 7779 | .n(n) |
| 7780 | .k(k) |
| 7781 | .cn_stride(19) |
| 7782 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7783 | } |
| 7784 | } |
| 7785 | } |
| 7786 | |
| 7787 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C2S4__NEON_MLAL, n_div_16_subtile) { |
| 7788 | TEST_REQUIRES_ARM_NEON; |
| 7789 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 7790 | for (size_t k = 1; k <= 80; k += 17) { |
| 7791 | for (uint32_t m = 1; m <= 4; m++) { |
| 7792 | GemmMicrokernelTester() |
| 7793 | .mr(4) |
| 7794 | .nr(16) |
| 7795 | .kr(2) |
| 7796 | .sr(4) |
| 7797 | .m(m) |
| 7798 | .n(n) |
| 7799 | .k(k) |
| 7800 | .iterations(1) |
| 7801 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7802 | } |
| 7803 | } |
| 7804 | } |
| 7805 | } |
| 7806 | |
| 7807 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C2S4__NEON_MLAL, small_kernel) { |
| 7808 | TEST_REQUIRES_ARM_NEON; |
| 7809 | for (size_t k = 1; k <= 80; k += 17) { |
| 7810 | GemmMicrokernelTester() |
| 7811 | .mr(4) |
| 7812 | .nr(16) |
| 7813 | .kr(2) |
| 7814 | .sr(4) |
| 7815 | .m(4) |
| 7816 | .n(16) |
| 7817 | .k(k) |
| 7818 | .ks(3) |
| 7819 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7820 | } |
| 7821 | } |
| 7822 | |
| 7823 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C2S4__NEON_MLAL, small_kernel_subtile) { |
| 7824 | TEST_REQUIRES_ARM_NEON; |
| 7825 | for (size_t k = 1; k <= 80; k += 17) { |
| 7826 | for (uint32_t n = 1; n <= 16; n++) { |
| 7827 | for (uint32_t m = 1; m <= 4; m++) { |
| 7828 | GemmMicrokernelTester() |
| 7829 | .mr(4) |
| 7830 | .nr(16) |
| 7831 | .kr(2) |
| 7832 | .sr(4) |
| 7833 | .m(m) |
| 7834 | .n(n) |
| 7835 | .k(k) |
| 7836 | .ks(3) |
| 7837 | .iterations(1) |
| 7838 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7839 | } |
| 7840 | } |
| 7841 | } |
| 7842 | } |
| 7843 | |
| 7844 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C2S4__NEON_MLAL, n_gt_16_small_kernel) { |
| 7845 | TEST_REQUIRES_ARM_NEON; |
| 7846 | for (uint32_t n = 17; n < 32; n++) { |
| 7847 | for (size_t k = 1; k <= 80; k += 17) { |
| 7848 | GemmMicrokernelTester() |
| 7849 | .mr(4) |
| 7850 | .nr(16) |
| 7851 | .kr(2) |
| 7852 | .sr(4) |
| 7853 | .m(4) |
| 7854 | .n(n) |
| 7855 | .k(k) |
| 7856 | .ks(3) |
| 7857 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7858 | } |
| 7859 | } |
| 7860 | } |
| 7861 | |
| 7862 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C2S4__NEON_MLAL, n_div_16_small_kernel) { |
| 7863 | TEST_REQUIRES_ARM_NEON; |
| 7864 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 7865 | for (size_t k = 1; k <= 80; k += 17) { |
| 7866 | GemmMicrokernelTester() |
| 7867 | .mr(4) |
| 7868 | .nr(16) |
| 7869 | .kr(2) |
| 7870 | .sr(4) |
| 7871 | .m(4) |
| 7872 | .n(n) |
| 7873 | .k(k) |
| 7874 | .ks(3) |
| 7875 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7876 | } |
| 7877 | } |
| 7878 | } |
| 7879 | |
| 7880 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C2S4__NEON_MLAL, strided_cm_subtile) { |
| 7881 | TEST_REQUIRES_ARM_NEON; |
| 7882 | for (size_t k = 1; k <= 80; k += 17) { |
| 7883 | for (uint32_t n = 1; n <= 16; n++) { |
| 7884 | for (uint32_t m = 1; m <= 4; m++) { |
| 7885 | GemmMicrokernelTester() |
| 7886 | .mr(4) |
| 7887 | .nr(16) |
| 7888 | .kr(2) |
| 7889 | .sr(4) |
| 7890 | .m(m) |
| 7891 | .n(n) |
| 7892 | .k(k) |
| 7893 | .cm_stride(19) |
| 7894 | .iterations(1) |
| 7895 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7896 | } |
| 7897 | } |
| 7898 | } |
| 7899 | } |
| 7900 | |
| 7901 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C2S4__NEON_MLAL, a_offset) { |
| 7902 | TEST_REQUIRES_ARM_NEON; |
| 7903 | for (size_t k = 1; k <= 80; k += 17) { |
| 7904 | GemmMicrokernelTester() |
| 7905 | .mr(4) |
| 7906 | .nr(16) |
| 7907 | .kr(2) |
| 7908 | .sr(4) |
| 7909 | .m(4) |
| 7910 | .n(16) |
| 7911 | .k(k) |
| 7912 | .ks(3) |
| 7913 | .a_offset(331) |
| 7914 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7915 | } |
| 7916 | } |
| 7917 | |
| 7918 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C2S4__NEON_MLAL, zero) { |
| 7919 | TEST_REQUIRES_ARM_NEON; |
| 7920 | for (size_t k = 1; k <= 80; k += 17) { |
| 7921 | for (uint32_t mz = 0; mz < 4; mz++) { |
| 7922 | GemmMicrokernelTester() |
| 7923 | .mr(4) |
| 7924 | .nr(16) |
| 7925 | .kr(2) |
| 7926 | .sr(4) |
| 7927 | .m(4) |
| 7928 | .n(16) |
| 7929 | .k(k) |
| 7930 | .ks(3) |
| 7931 | .a_offset(331) |
| 7932 | .zero_index(mz) |
| 7933 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7934 | } |
| 7935 | } |
| 7936 | } |
| 7937 | |
| 7938 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C2S4__NEON_MLAL, qmin) { |
| 7939 | TEST_REQUIRES_ARM_NEON; |
| 7940 | GemmMicrokernelTester() |
| 7941 | .mr(4) |
| 7942 | .nr(16) |
| 7943 | .kr(2) |
| 7944 | .sr(4) |
| 7945 | .m(4) |
| 7946 | .n(16) |
| 7947 | .k(16) |
| 7948 | .qmin(128) |
| 7949 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7950 | } |
| 7951 | |
| 7952 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C2S4__NEON_MLAL, qmax) { |
| 7953 | TEST_REQUIRES_ARM_NEON; |
| 7954 | GemmMicrokernelTester() |
| 7955 | .mr(4) |
| 7956 | .nr(16) |
| 7957 | .kr(2) |
| 7958 | .sr(4) |
| 7959 | .m(4) |
| 7960 | .n(16) |
| 7961 | .k(16) |
| 7962 | .qmax(128) |
| 7963 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7964 | } |
| 7965 | |
| 7966 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C2S4__NEON_MLAL, strided_cm) { |
| 7967 | TEST_REQUIRES_ARM_NEON; |
| 7968 | GemmMicrokernelTester() |
| 7969 | .mr(4) |
| 7970 | .nr(16) |
| 7971 | .kr(2) |
| 7972 | .sr(4) |
| 7973 | .m(4) |
| 7974 | .n(16) |
| 7975 | .k(16) |
| 7976 | .cm_stride(19) |
| 7977 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2s4__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7978 | } |
| 7979 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 7980 | |
| 7981 | |
| 7982 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 7983 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C4__NEON_MULL_DUP, k_eq_8) { |
| 7984 | TEST_REQUIRES_ARM_NEON; |
| 7985 | GemmMicrokernelTester() |
| 7986 | .mr(4) |
| 7987 | .nr(8) |
| 7988 | .kr(4) |
| 7989 | .sr(1) |
| 7990 | .m(4) |
| 7991 | .n(8) |
| 7992 | .k(8) |
| 7993 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 7994 | } |
| 7995 | |
| 7996 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C4__NEON_MULL_DUP, strided_cn) { |
| 7997 | TEST_REQUIRES_ARM_NEON; |
| 7998 | GemmMicrokernelTester() |
| 7999 | .mr(4) |
| 8000 | .nr(8) |
| 8001 | .kr(4) |
| 8002 | .sr(1) |
| 8003 | .m(4) |
| 8004 | .n(8) |
| 8005 | .k(8) |
| 8006 | .cn_stride(11) |
| 8007 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8008 | } |
| 8009 | |
| 8010 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C4__NEON_MULL_DUP, k_eq_8_subtile) { |
| 8011 | TEST_REQUIRES_ARM_NEON; |
| 8012 | for (uint32_t n = 1; n <= 8; n++) { |
| 8013 | for (uint32_t m = 1; m <= 4; m++) { |
| 8014 | GemmMicrokernelTester() |
| 8015 | .mr(4) |
| 8016 | .nr(8) |
| 8017 | .kr(4) |
| 8018 | .sr(1) |
| 8019 | .m(m) |
| 8020 | .n(n) |
| 8021 | .k(8) |
| 8022 | .iterations(1) |
| 8023 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8024 | } |
| 8025 | } |
| 8026 | } |
| 8027 | |
| 8028 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C4__NEON_MULL_DUP, k_eq_8_subtile_m) { |
| 8029 | TEST_REQUIRES_ARM_NEON; |
| 8030 | for (uint32_t m = 1; m <= 4; m++) { |
| 8031 | GemmMicrokernelTester() |
| 8032 | .mr(4) |
| 8033 | .nr(8) |
| 8034 | .kr(4) |
| 8035 | .sr(1) |
| 8036 | .m(m) |
| 8037 | .n(8) |
| 8038 | .k(8) |
| 8039 | .iterations(1) |
| 8040 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8041 | } |
| 8042 | } |
| 8043 | |
| 8044 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C4__NEON_MULL_DUP, k_eq_8_subtile_n) { |
| 8045 | TEST_REQUIRES_ARM_NEON; |
| 8046 | for (uint32_t n = 1; n <= 8; n++) { |
| 8047 | GemmMicrokernelTester() |
| 8048 | .mr(4) |
| 8049 | .nr(8) |
| 8050 | .kr(4) |
| 8051 | .sr(1) |
| 8052 | .m(4) |
| 8053 | .n(n) |
| 8054 | .k(8) |
| 8055 | .iterations(1) |
| 8056 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8057 | } |
| 8058 | } |
| 8059 | |
| 8060 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C4__NEON_MULL_DUP, k_lt_8) { |
| 8061 | TEST_REQUIRES_ARM_NEON; |
| 8062 | for (size_t k = 1; k < 8; k++) { |
| 8063 | GemmMicrokernelTester() |
| 8064 | .mr(4) |
| 8065 | .nr(8) |
| 8066 | .kr(4) |
| 8067 | .sr(1) |
| 8068 | .m(4) |
| 8069 | .n(8) |
| 8070 | .k(k) |
| 8071 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8072 | } |
| 8073 | } |
| 8074 | |
| 8075 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C4__NEON_MULL_DUP, k_lt_8_subtile) { |
| 8076 | TEST_REQUIRES_ARM_NEON; |
| 8077 | for (size_t k = 1; k < 8; k++) { |
| 8078 | for (uint32_t n = 1; n <= 8; n++) { |
| 8079 | for (uint32_t m = 1; m <= 4; m++) { |
| 8080 | GemmMicrokernelTester() |
| 8081 | .mr(4) |
| 8082 | .nr(8) |
| 8083 | .kr(4) |
| 8084 | .sr(1) |
| 8085 | .m(m) |
| 8086 | .n(n) |
| 8087 | .k(k) |
| 8088 | .iterations(1) |
| 8089 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8090 | } |
| 8091 | } |
| 8092 | } |
| 8093 | } |
| 8094 | |
| 8095 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C4__NEON_MULL_DUP, k_gt_8) { |
| 8096 | TEST_REQUIRES_ARM_NEON; |
| 8097 | for (size_t k = 9; k < 16; k++) { |
| 8098 | GemmMicrokernelTester() |
| 8099 | .mr(4) |
| 8100 | .nr(8) |
| 8101 | .kr(4) |
| 8102 | .sr(1) |
| 8103 | .m(4) |
| 8104 | .n(8) |
| 8105 | .k(k) |
| 8106 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8107 | } |
| 8108 | } |
| 8109 | |
| 8110 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C4__NEON_MULL_DUP, k_gt_8_subtile) { |
| 8111 | TEST_REQUIRES_ARM_NEON; |
| 8112 | for (size_t k = 9; k < 16; k++) { |
| 8113 | for (uint32_t n = 1; n <= 8; n++) { |
| 8114 | for (uint32_t m = 1; m <= 4; m++) { |
| 8115 | GemmMicrokernelTester() |
| 8116 | .mr(4) |
| 8117 | .nr(8) |
| 8118 | .kr(4) |
| 8119 | .sr(1) |
| 8120 | .m(m) |
| 8121 | .n(n) |
| 8122 | .k(k) |
| 8123 | .iterations(1) |
| 8124 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8125 | } |
| 8126 | } |
| 8127 | } |
| 8128 | } |
| 8129 | |
| 8130 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C4__NEON_MULL_DUP, k_div_8) { |
| 8131 | TEST_REQUIRES_ARM_NEON; |
| 8132 | for (size_t k = 16; k <= 80; k += 8) { |
| 8133 | GemmMicrokernelTester() |
| 8134 | .mr(4) |
| 8135 | .nr(8) |
| 8136 | .kr(4) |
| 8137 | .sr(1) |
| 8138 | .m(4) |
| 8139 | .n(8) |
| 8140 | .k(k) |
| 8141 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8142 | } |
| 8143 | } |
| 8144 | |
| 8145 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C4__NEON_MULL_DUP, k_div_8_subtile) { |
| 8146 | TEST_REQUIRES_ARM_NEON; |
| 8147 | for (size_t k = 16; k <= 80; k += 8) { |
| 8148 | for (uint32_t n = 1; n <= 8; n++) { |
| 8149 | for (uint32_t m = 1; m <= 4; m++) { |
| 8150 | GemmMicrokernelTester() |
| 8151 | .mr(4) |
| 8152 | .nr(8) |
| 8153 | .kr(4) |
| 8154 | .sr(1) |
| 8155 | .m(m) |
| 8156 | .n(n) |
| 8157 | .k(k) |
| 8158 | .iterations(1) |
| 8159 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8160 | } |
| 8161 | } |
| 8162 | } |
| 8163 | } |
| 8164 | |
| 8165 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C4__NEON_MULL_DUP, n_gt_8) { |
| 8166 | TEST_REQUIRES_ARM_NEON; |
| 8167 | for (uint32_t n = 9; n < 16; n++) { |
| 8168 | for (size_t k = 1; k <= 40; k += 9) { |
| 8169 | GemmMicrokernelTester() |
| 8170 | .mr(4) |
| 8171 | .nr(8) |
| 8172 | .kr(4) |
| 8173 | .sr(1) |
| 8174 | .m(4) |
| 8175 | .n(n) |
| 8176 | .k(k) |
| 8177 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8178 | } |
| 8179 | } |
| 8180 | } |
| 8181 | |
| 8182 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C4__NEON_MULL_DUP, n_gt_8_strided_cn) { |
| 8183 | TEST_REQUIRES_ARM_NEON; |
| 8184 | for (uint32_t n = 9; n < 16; n++) { |
| 8185 | for (size_t k = 1; k <= 40; k += 9) { |
| 8186 | GemmMicrokernelTester() |
| 8187 | .mr(4) |
| 8188 | .nr(8) |
| 8189 | .kr(4) |
| 8190 | .sr(1) |
| 8191 | .m(4) |
| 8192 | .n(n) |
| 8193 | .k(k) |
| 8194 | .cn_stride(11) |
| 8195 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8196 | } |
| 8197 | } |
| 8198 | } |
| 8199 | |
| 8200 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C4__NEON_MULL_DUP, n_gt_8_subtile) { |
| 8201 | TEST_REQUIRES_ARM_NEON; |
| 8202 | for (uint32_t n = 9; n < 16; n++) { |
| 8203 | for (size_t k = 1; k <= 40; k += 9) { |
| 8204 | for (uint32_t m = 1; m <= 4; m++) { |
| 8205 | GemmMicrokernelTester() |
| 8206 | .mr(4) |
| 8207 | .nr(8) |
| 8208 | .kr(4) |
| 8209 | .sr(1) |
| 8210 | .m(m) |
| 8211 | .n(n) |
| 8212 | .k(k) |
| 8213 | .iterations(1) |
| 8214 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8215 | } |
| 8216 | } |
| 8217 | } |
| 8218 | } |
| 8219 | |
| 8220 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C4__NEON_MULL_DUP, n_div_8) { |
| 8221 | TEST_REQUIRES_ARM_NEON; |
| 8222 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 8223 | for (size_t k = 1; k <= 40; k += 9) { |
| 8224 | GemmMicrokernelTester() |
| 8225 | .mr(4) |
| 8226 | .nr(8) |
| 8227 | .kr(4) |
| 8228 | .sr(1) |
| 8229 | .m(4) |
| 8230 | .n(n) |
| 8231 | .k(k) |
| 8232 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8233 | } |
| 8234 | } |
| 8235 | } |
| 8236 | |
| 8237 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C4__NEON_MULL_DUP, n_div_8_strided_cn) { |
| 8238 | TEST_REQUIRES_ARM_NEON; |
| 8239 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 8240 | for (size_t k = 1; k <= 40; k += 9) { |
| 8241 | GemmMicrokernelTester() |
| 8242 | .mr(4) |
| 8243 | .nr(8) |
| 8244 | .kr(4) |
| 8245 | .sr(1) |
| 8246 | .m(4) |
| 8247 | .n(n) |
| 8248 | .k(k) |
| 8249 | .cn_stride(11) |
| 8250 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8251 | } |
| 8252 | } |
| 8253 | } |
| 8254 | |
| 8255 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C4__NEON_MULL_DUP, n_div_8_subtile) { |
| 8256 | TEST_REQUIRES_ARM_NEON; |
| 8257 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 8258 | for (size_t k = 1; k <= 40; k += 9) { |
| 8259 | for (uint32_t m = 1; m <= 4; m++) { |
| 8260 | GemmMicrokernelTester() |
| 8261 | .mr(4) |
| 8262 | .nr(8) |
| 8263 | .kr(4) |
| 8264 | .sr(1) |
| 8265 | .m(m) |
| 8266 | .n(n) |
| 8267 | .k(k) |
| 8268 | .iterations(1) |
| 8269 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8270 | } |
| 8271 | } |
| 8272 | } |
| 8273 | } |
| 8274 | |
| 8275 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C4__NEON_MULL_DUP, small_kernel) { |
| 8276 | TEST_REQUIRES_ARM_NEON; |
| 8277 | for (size_t k = 1; k <= 40; k += 9) { |
| 8278 | GemmMicrokernelTester() |
| 8279 | .mr(4) |
| 8280 | .nr(8) |
| 8281 | .kr(4) |
| 8282 | .sr(1) |
| 8283 | .m(4) |
| 8284 | .n(8) |
| 8285 | .k(k) |
| 8286 | .ks(3) |
| 8287 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8288 | } |
| 8289 | } |
| 8290 | |
| 8291 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C4__NEON_MULL_DUP, small_kernel_subtile) { |
| 8292 | TEST_REQUIRES_ARM_NEON; |
| 8293 | for (size_t k = 1; k <= 40; k += 9) { |
| 8294 | for (uint32_t n = 1; n <= 8; n++) { |
| 8295 | for (uint32_t m = 1; m <= 4; m++) { |
| 8296 | GemmMicrokernelTester() |
| 8297 | .mr(4) |
| 8298 | .nr(8) |
| 8299 | .kr(4) |
| 8300 | .sr(1) |
| 8301 | .m(m) |
| 8302 | .n(n) |
| 8303 | .k(k) |
| 8304 | .ks(3) |
| 8305 | .iterations(1) |
| 8306 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8307 | } |
| 8308 | } |
| 8309 | } |
| 8310 | } |
| 8311 | |
| 8312 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C4__NEON_MULL_DUP, n_gt_8_small_kernel) { |
| 8313 | TEST_REQUIRES_ARM_NEON; |
| 8314 | for (uint32_t n = 9; n < 16; n++) { |
| 8315 | for (size_t k = 1; k <= 40; k += 9) { |
| 8316 | GemmMicrokernelTester() |
| 8317 | .mr(4) |
| 8318 | .nr(8) |
| 8319 | .kr(4) |
| 8320 | .sr(1) |
| 8321 | .m(4) |
| 8322 | .n(n) |
| 8323 | .k(k) |
| 8324 | .ks(3) |
| 8325 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8326 | } |
| 8327 | } |
| 8328 | } |
| 8329 | |
| 8330 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C4__NEON_MULL_DUP, n_div_8_small_kernel) { |
| 8331 | TEST_REQUIRES_ARM_NEON; |
| 8332 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 8333 | for (size_t k = 1; k <= 40; k += 9) { |
| 8334 | GemmMicrokernelTester() |
| 8335 | .mr(4) |
| 8336 | .nr(8) |
| 8337 | .kr(4) |
| 8338 | .sr(1) |
| 8339 | .m(4) |
| 8340 | .n(n) |
| 8341 | .k(k) |
| 8342 | .ks(3) |
| 8343 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8344 | } |
| 8345 | } |
| 8346 | } |
| 8347 | |
| 8348 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C4__NEON_MULL_DUP, strided_cm_subtile) { |
| 8349 | TEST_REQUIRES_ARM_NEON; |
| 8350 | for (size_t k = 1; k <= 40; k += 9) { |
| 8351 | for (uint32_t n = 1; n <= 8; n++) { |
| 8352 | for (uint32_t m = 1; m <= 4; m++) { |
| 8353 | GemmMicrokernelTester() |
| 8354 | .mr(4) |
| 8355 | .nr(8) |
| 8356 | .kr(4) |
| 8357 | .sr(1) |
| 8358 | .m(m) |
| 8359 | .n(n) |
| 8360 | .k(k) |
| 8361 | .cm_stride(11) |
| 8362 | .iterations(1) |
| 8363 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8364 | } |
| 8365 | } |
| 8366 | } |
| 8367 | } |
| 8368 | |
| 8369 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C4__NEON_MULL_DUP, a_offset) { |
| 8370 | TEST_REQUIRES_ARM_NEON; |
| 8371 | for (size_t k = 1; k <= 40; k += 9) { |
| 8372 | GemmMicrokernelTester() |
| 8373 | .mr(4) |
| 8374 | .nr(8) |
| 8375 | .kr(4) |
| 8376 | .sr(1) |
| 8377 | .m(4) |
| 8378 | .n(8) |
| 8379 | .k(k) |
| 8380 | .ks(3) |
| 8381 | .a_offset(163) |
| 8382 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8383 | } |
| 8384 | } |
| 8385 | |
| 8386 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C4__NEON_MULL_DUP, zero) { |
| 8387 | TEST_REQUIRES_ARM_NEON; |
| 8388 | for (size_t k = 1; k <= 40; k += 9) { |
| 8389 | for (uint32_t mz = 0; mz < 4; mz++) { |
| 8390 | GemmMicrokernelTester() |
| 8391 | .mr(4) |
| 8392 | .nr(8) |
| 8393 | .kr(4) |
| 8394 | .sr(1) |
| 8395 | .m(4) |
| 8396 | .n(8) |
| 8397 | .k(k) |
| 8398 | .ks(3) |
| 8399 | .a_offset(163) |
| 8400 | .zero_index(mz) |
| 8401 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8402 | } |
| 8403 | } |
| 8404 | } |
| 8405 | |
| 8406 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C4__NEON_MULL_DUP, qmin) { |
| 8407 | TEST_REQUIRES_ARM_NEON; |
| 8408 | GemmMicrokernelTester() |
| 8409 | .mr(4) |
| 8410 | .nr(8) |
| 8411 | .kr(4) |
| 8412 | .sr(1) |
| 8413 | .m(4) |
| 8414 | .n(8) |
| 8415 | .k(8) |
| 8416 | .qmin(128) |
| 8417 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8418 | } |
| 8419 | |
| 8420 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C4__NEON_MULL_DUP, qmax) { |
| 8421 | TEST_REQUIRES_ARM_NEON; |
| 8422 | GemmMicrokernelTester() |
| 8423 | .mr(4) |
| 8424 | .nr(8) |
| 8425 | .kr(4) |
| 8426 | .sr(1) |
| 8427 | .m(4) |
| 8428 | .n(8) |
| 8429 | .k(8) |
| 8430 | .qmax(128) |
| 8431 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8432 | } |
| 8433 | |
| 8434 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C4__NEON_MULL_DUP, strided_cm) { |
| 8435 | TEST_REQUIRES_ARM_NEON; |
| 8436 | GemmMicrokernelTester() |
| 8437 | .mr(4) |
| 8438 | .nr(8) |
| 8439 | .kr(4) |
| 8440 | .sr(1) |
| 8441 | .m(4) |
| 8442 | .n(8) |
| 8443 | .k(8) |
| 8444 | .cm_stride(11) |
| 8445 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8446 | } |
| 8447 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 8448 | |
| 8449 | |
| 8450 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 8451 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C4__NEON_MULL_DUP, k_eq_8) { |
| 8452 | TEST_REQUIRES_ARM_NEON; |
| 8453 | GemmMicrokernelTester() |
| 8454 | .mr(2) |
| 8455 | .nr(16) |
| 8456 | .kr(4) |
| 8457 | .sr(1) |
| 8458 | .m(2) |
| 8459 | .n(16) |
| 8460 | .k(8) |
| 8461 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8462 | } |
| 8463 | |
| 8464 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C4__NEON_MULL_DUP, strided_cn) { |
| 8465 | TEST_REQUIRES_ARM_NEON; |
| 8466 | GemmMicrokernelTester() |
| 8467 | .mr(2) |
| 8468 | .nr(16) |
| 8469 | .kr(4) |
| 8470 | .sr(1) |
| 8471 | .m(2) |
| 8472 | .n(16) |
| 8473 | .k(8) |
| 8474 | .cn_stride(19) |
| 8475 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8476 | } |
| 8477 | |
| 8478 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C4__NEON_MULL_DUP, k_eq_8_subtile) { |
| 8479 | TEST_REQUIRES_ARM_NEON; |
| 8480 | for (uint32_t n = 1; n <= 16; n++) { |
| 8481 | for (uint32_t m = 1; m <= 2; m++) { |
| 8482 | GemmMicrokernelTester() |
| 8483 | .mr(2) |
| 8484 | .nr(16) |
| 8485 | .kr(4) |
| 8486 | .sr(1) |
| 8487 | .m(m) |
| 8488 | .n(n) |
| 8489 | .k(8) |
| 8490 | .iterations(1) |
| 8491 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8492 | } |
| 8493 | } |
| 8494 | } |
| 8495 | |
| 8496 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C4__NEON_MULL_DUP, k_eq_8_subtile_m) { |
| 8497 | TEST_REQUIRES_ARM_NEON; |
| 8498 | for (uint32_t m = 1; m <= 2; m++) { |
| 8499 | GemmMicrokernelTester() |
| 8500 | .mr(2) |
| 8501 | .nr(16) |
| 8502 | .kr(4) |
| 8503 | .sr(1) |
| 8504 | .m(m) |
| 8505 | .n(16) |
| 8506 | .k(8) |
| 8507 | .iterations(1) |
| 8508 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8509 | } |
| 8510 | } |
| 8511 | |
| 8512 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C4__NEON_MULL_DUP, k_eq_8_subtile_n) { |
| 8513 | TEST_REQUIRES_ARM_NEON; |
| 8514 | for (uint32_t n = 1; n <= 16; n++) { |
| 8515 | GemmMicrokernelTester() |
| 8516 | .mr(2) |
| 8517 | .nr(16) |
| 8518 | .kr(4) |
| 8519 | .sr(1) |
| 8520 | .m(2) |
| 8521 | .n(n) |
| 8522 | .k(8) |
| 8523 | .iterations(1) |
| 8524 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8525 | } |
| 8526 | } |
| 8527 | |
| 8528 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C4__NEON_MULL_DUP, k_lt_8) { |
| 8529 | TEST_REQUIRES_ARM_NEON; |
| 8530 | for (size_t k = 1; k < 8; k++) { |
| 8531 | GemmMicrokernelTester() |
| 8532 | .mr(2) |
| 8533 | .nr(16) |
| 8534 | .kr(4) |
| 8535 | .sr(1) |
| 8536 | .m(2) |
| 8537 | .n(16) |
| 8538 | .k(k) |
| 8539 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8540 | } |
| 8541 | } |
| 8542 | |
| 8543 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C4__NEON_MULL_DUP, k_lt_8_subtile) { |
| 8544 | TEST_REQUIRES_ARM_NEON; |
| 8545 | for (size_t k = 1; k < 8; k++) { |
| 8546 | for (uint32_t n = 1; n <= 16; n++) { |
| 8547 | for (uint32_t m = 1; m <= 2; m++) { |
| 8548 | GemmMicrokernelTester() |
| 8549 | .mr(2) |
| 8550 | .nr(16) |
| 8551 | .kr(4) |
| 8552 | .sr(1) |
| 8553 | .m(m) |
| 8554 | .n(n) |
| 8555 | .k(k) |
| 8556 | .iterations(1) |
| 8557 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8558 | } |
| 8559 | } |
| 8560 | } |
| 8561 | } |
| 8562 | |
| 8563 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C4__NEON_MULL_DUP, k_gt_8) { |
| 8564 | TEST_REQUIRES_ARM_NEON; |
| 8565 | for (size_t k = 9; k < 16; k++) { |
| 8566 | GemmMicrokernelTester() |
| 8567 | .mr(2) |
| 8568 | .nr(16) |
| 8569 | .kr(4) |
| 8570 | .sr(1) |
| 8571 | .m(2) |
| 8572 | .n(16) |
| 8573 | .k(k) |
| 8574 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8575 | } |
| 8576 | } |
| 8577 | |
| 8578 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C4__NEON_MULL_DUP, k_gt_8_subtile) { |
| 8579 | TEST_REQUIRES_ARM_NEON; |
| 8580 | for (size_t k = 9; k < 16; k++) { |
| 8581 | for (uint32_t n = 1; n <= 16; n++) { |
| 8582 | for (uint32_t m = 1; m <= 2; m++) { |
| 8583 | GemmMicrokernelTester() |
| 8584 | .mr(2) |
| 8585 | .nr(16) |
| 8586 | .kr(4) |
| 8587 | .sr(1) |
| 8588 | .m(m) |
| 8589 | .n(n) |
| 8590 | .k(k) |
| 8591 | .iterations(1) |
| 8592 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8593 | } |
| 8594 | } |
| 8595 | } |
| 8596 | } |
| 8597 | |
| 8598 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C4__NEON_MULL_DUP, k_div_8) { |
| 8599 | TEST_REQUIRES_ARM_NEON; |
| 8600 | for (size_t k = 16; k <= 80; k += 8) { |
| 8601 | GemmMicrokernelTester() |
| 8602 | .mr(2) |
| 8603 | .nr(16) |
| 8604 | .kr(4) |
| 8605 | .sr(1) |
| 8606 | .m(2) |
| 8607 | .n(16) |
| 8608 | .k(k) |
| 8609 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8610 | } |
| 8611 | } |
| 8612 | |
| 8613 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C4__NEON_MULL_DUP, k_div_8_subtile) { |
| 8614 | TEST_REQUIRES_ARM_NEON; |
| 8615 | for (size_t k = 16; k <= 80; k += 8) { |
| 8616 | for (uint32_t n = 1; n <= 16; n++) { |
| 8617 | for (uint32_t m = 1; m <= 2; m++) { |
| 8618 | GemmMicrokernelTester() |
| 8619 | .mr(2) |
| 8620 | .nr(16) |
| 8621 | .kr(4) |
| 8622 | .sr(1) |
| 8623 | .m(m) |
| 8624 | .n(n) |
| 8625 | .k(k) |
| 8626 | .iterations(1) |
| 8627 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8628 | } |
| 8629 | } |
| 8630 | } |
| 8631 | } |
| 8632 | |
| 8633 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C4__NEON_MULL_DUP, n_gt_16) { |
| 8634 | TEST_REQUIRES_ARM_NEON; |
| 8635 | for (uint32_t n = 17; n < 32; n++) { |
| 8636 | for (size_t k = 1; k <= 40; k += 9) { |
| 8637 | GemmMicrokernelTester() |
| 8638 | .mr(2) |
| 8639 | .nr(16) |
| 8640 | .kr(4) |
| 8641 | .sr(1) |
| 8642 | .m(2) |
| 8643 | .n(n) |
| 8644 | .k(k) |
| 8645 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8646 | } |
| 8647 | } |
| 8648 | } |
| 8649 | |
| 8650 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C4__NEON_MULL_DUP, n_gt_16_strided_cn) { |
| 8651 | TEST_REQUIRES_ARM_NEON; |
| 8652 | for (uint32_t n = 17; n < 32; n++) { |
| 8653 | for (size_t k = 1; k <= 40; k += 9) { |
| 8654 | GemmMicrokernelTester() |
| 8655 | .mr(2) |
| 8656 | .nr(16) |
| 8657 | .kr(4) |
| 8658 | .sr(1) |
| 8659 | .m(2) |
| 8660 | .n(n) |
| 8661 | .k(k) |
| 8662 | .cn_stride(19) |
| 8663 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8664 | } |
| 8665 | } |
| 8666 | } |
| 8667 | |
| 8668 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C4__NEON_MULL_DUP, n_gt_16_subtile) { |
| 8669 | TEST_REQUIRES_ARM_NEON; |
| 8670 | for (uint32_t n = 17; n < 32; n++) { |
| 8671 | for (size_t k = 1; k <= 40; k += 9) { |
| 8672 | for (uint32_t m = 1; m <= 2; m++) { |
| 8673 | GemmMicrokernelTester() |
| 8674 | .mr(2) |
| 8675 | .nr(16) |
| 8676 | .kr(4) |
| 8677 | .sr(1) |
| 8678 | .m(m) |
| 8679 | .n(n) |
| 8680 | .k(k) |
| 8681 | .iterations(1) |
| 8682 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8683 | } |
| 8684 | } |
| 8685 | } |
| 8686 | } |
| 8687 | |
| 8688 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C4__NEON_MULL_DUP, n_div_16) { |
| 8689 | TEST_REQUIRES_ARM_NEON; |
| 8690 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 8691 | for (size_t k = 1; k <= 40; k += 9) { |
| 8692 | GemmMicrokernelTester() |
| 8693 | .mr(2) |
| 8694 | .nr(16) |
| 8695 | .kr(4) |
| 8696 | .sr(1) |
| 8697 | .m(2) |
| 8698 | .n(n) |
| 8699 | .k(k) |
| 8700 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8701 | } |
| 8702 | } |
| 8703 | } |
| 8704 | |
| 8705 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C4__NEON_MULL_DUP, n_div_16_strided_cn) { |
| 8706 | TEST_REQUIRES_ARM_NEON; |
| 8707 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 8708 | for (size_t k = 1; k <= 40; k += 9) { |
| 8709 | GemmMicrokernelTester() |
| 8710 | .mr(2) |
| 8711 | .nr(16) |
| 8712 | .kr(4) |
| 8713 | .sr(1) |
| 8714 | .m(2) |
| 8715 | .n(n) |
| 8716 | .k(k) |
| 8717 | .cn_stride(19) |
| 8718 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8719 | } |
| 8720 | } |
| 8721 | } |
| 8722 | |
| 8723 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C4__NEON_MULL_DUP, n_div_16_subtile) { |
| 8724 | TEST_REQUIRES_ARM_NEON; |
| 8725 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 8726 | for (size_t k = 1; k <= 40; k += 9) { |
| 8727 | for (uint32_t m = 1; m <= 2; m++) { |
| 8728 | GemmMicrokernelTester() |
| 8729 | .mr(2) |
| 8730 | .nr(16) |
| 8731 | .kr(4) |
| 8732 | .sr(1) |
| 8733 | .m(m) |
| 8734 | .n(n) |
| 8735 | .k(k) |
| 8736 | .iterations(1) |
| 8737 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8738 | } |
| 8739 | } |
| 8740 | } |
| 8741 | } |
| 8742 | |
| 8743 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C4__NEON_MULL_DUP, small_kernel) { |
| 8744 | TEST_REQUIRES_ARM_NEON; |
| 8745 | for (size_t k = 1; k <= 40; k += 9) { |
| 8746 | GemmMicrokernelTester() |
| 8747 | .mr(2) |
| 8748 | .nr(16) |
| 8749 | .kr(4) |
| 8750 | .sr(1) |
| 8751 | .m(2) |
| 8752 | .n(16) |
| 8753 | .k(k) |
| 8754 | .ks(3) |
| 8755 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8756 | } |
| 8757 | } |
| 8758 | |
| 8759 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C4__NEON_MULL_DUP, small_kernel_subtile) { |
| 8760 | TEST_REQUIRES_ARM_NEON; |
| 8761 | for (size_t k = 1; k <= 40; k += 9) { |
| 8762 | for (uint32_t n = 1; n <= 16; n++) { |
| 8763 | for (uint32_t m = 1; m <= 2; m++) { |
| 8764 | GemmMicrokernelTester() |
| 8765 | .mr(2) |
| 8766 | .nr(16) |
| 8767 | .kr(4) |
| 8768 | .sr(1) |
| 8769 | .m(m) |
| 8770 | .n(n) |
| 8771 | .k(k) |
| 8772 | .ks(3) |
| 8773 | .iterations(1) |
| 8774 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8775 | } |
| 8776 | } |
| 8777 | } |
| 8778 | } |
| 8779 | |
| 8780 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C4__NEON_MULL_DUP, n_gt_16_small_kernel) { |
| 8781 | TEST_REQUIRES_ARM_NEON; |
| 8782 | for (uint32_t n = 17; n < 32; n++) { |
| 8783 | for (size_t k = 1; k <= 40; k += 9) { |
| 8784 | GemmMicrokernelTester() |
| 8785 | .mr(2) |
| 8786 | .nr(16) |
| 8787 | .kr(4) |
| 8788 | .sr(1) |
| 8789 | .m(2) |
| 8790 | .n(n) |
| 8791 | .k(k) |
| 8792 | .ks(3) |
| 8793 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8794 | } |
| 8795 | } |
| 8796 | } |
| 8797 | |
| 8798 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C4__NEON_MULL_DUP, n_div_16_small_kernel) { |
| 8799 | TEST_REQUIRES_ARM_NEON; |
| 8800 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 8801 | for (size_t k = 1; k <= 40; k += 9) { |
| 8802 | GemmMicrokernelTester() |
| 8803 | .mr(2) |
| 8804 | .nr(16) |
| 8805 | .kr(4) |
| 8806 | .sr(1) |
| 8807 | .m(2) |
| 8808 | .n(n) |
| 8809 | .k(k) |
| 8810 | .ks(3) |
| 8811 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8812 | } |
| 8813 | } |
| 8814 | } |
| 8815 | |
| 8816 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C4__NEON_MULL_DUP, strided_cm_subtile) { |
| 8817 | TEST_REQUIRES_ARM_NEON; |
| 8818 | for (size_t k = 1; k <= 40; k += 9) { |
| 8819 | for (uint32_t n = 1; n <= 16; n++) { |
| 8820 | for (uint32_t m = 1; m <= 2; m++) { |
| 8821 | GemmMicrokernelTester() |
| 8822 | .mr(2) |
| 8823 | .nr(16) |
| 8824 | .kr(4) |
| 8825 | .sr(1) |
| 8826 | .m(m) |
| 8827 | .n(n) |
| 8828 | .k(k) |
| 8829 | .cm_stride(19) |
| 8830 | .iterations(1) |
| 8831 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8832 | } |
| 8833 | } |
| 8834 | } |
| 8835 | } |
| 8836 | |
| 8837 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C4__NEON_MULL_DUP, a_offset) { |
| 8838 | TEST_REQUIRES_ARM_NEON; |
| 8839 | for (size_t k = 1; k <= 40; k += 9) { |
| 8840 | GemmMicrokernelTester() |
| 8841 | .mr(2) |
| 8842 | .nr(16) |
| 8843 | .kr(4) |
| 8844 | .sr(1) |
| 8845 | .m(2) |
| 8846 | .n(16) |
| 8847 | .k(k) |
| 8848 | .ks(3) |
| 8849 | .a_offset(83) |
| 8850 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8851 | } |
| 8852 | } |
| 8853 | |
| 8854 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C4__NEON_MULL_DUP, zero) { |
| 8855 | TEST_REQUIRES_ARM_NEON; |
| 8856 | for (size_t k = 1; k <= 40; k += 9) { |
| 8857 | for (uint32_t mz = 0; mz < 2; mz++) { |
| 8858 | GemmMicrokernelTester() |
| 8859 | .mr(2) |
| 8860 | .nr(16) |
| 8861 | .kr(4) |
| 8862 | .sr(1) |
| 8863 | .m(2) |
| 8864 | .n(16) |
| 8865 | .k(k) |
| 8866 | .ks(3) |
| 8867 | .a_offset(83) |
| 8868 | .zero_index(mz) |
| 8869 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8870 | } |
| 8871 | } |
| 8872 | } |
| 8873 | |
| 8874 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C4__NEON_MULL_DUP, qmin) { |
| 8875 | TEST_REQUIRES_ARM_NEON; |
| 8876 | GemmMicrokernelTester() |
| 8877 | .mr(2) |
| 8878 | .nr(16) |
| 8879 | .kr(4) |
| 8880 | .sr(1) |
| 8881 | .m(2) |
| 8882 | .n(16) |
| 8883 | .k(8) |
| 8884 | .qmin(128) |
| 8885 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8886 | } |
| 8887 | |
| 8888 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C4__NEON_MULL_DUP, qmax) { |
| 8889 | TEST_REQUIRES_ARM_NEON; |
| 8890 | GemmMicrokernelTester() |
| 8891 | .mr(2) |
| 8892 | .nr(16) |
| 8893 | .kr(4) |
| 8894 | .sr(1) |
| 8895 | .m(2) |
| 8896 | .n(16) |
| 8897 | .k(8) |
| 8898 | .qmax(128) |
| 8899 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8900 | } |
| 8901 | |
| 8902 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C4__NEON_MULL_DUP, strided_cm) { |
| 8903 | TEST_REQUIRES_ARM_NEON; |
| 8904 | GemmMicrokernelTester() |
| 8905 | .mr(2) |
| 8906 | .nr(16) |
| 8907 | .kr(4) |
| 8908 | .sr(1) |
| 8909 | .m(2) |
| 8910 | .n(16) |
| 8911 | .k(8) |
| 8912 | .cm_stride(19) |
| 8913 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8914 | } |
| 8915 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 8916 | |
| 8917 | |
| 8918 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 8919 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_DUP, k_eq_16) { |
| 8920 | TEST_REQUIRES_ARM_NEON; |
| 8921 | GemmMicrokernelTester() |
| 8922 | .mr(1) |
| 8923 | .nr(8) |
| 8924 | .kr(4) |
| 8925 | .sr(1) |
| 8926 | .m(1) |
| 8927 | .n(8) |
| 8928 | .k(16) |
| 8929 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8930 | } |
| 8931 | |
| 8932 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_DUP, strided_cn) { |
| 8933 | TEST_REQUIRES_ARM_NEON; |
| 8934 | GemmMicrokernelTester() |
| 8935 | .mr(1) |
| 8936 | .nr(8) |
| 8937 | .kr(4) |
| 8938 | .sr(1) |
| 8939 | .m(1) |
| 8940 | .n(8) |
| 8941 | .k(16) |
| 8942 | .cn_stride(11) |
| 8943 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8944 | } |
| 8945 | |
| 8946 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_DUP, k_eq_16_subtile) { |
| 8947 | TEST_REQUIRES_ARM_NEON; |
| 8948 | for (uint32_t n = 1; n <= 8; n++) { |
| 8949 | for (uint32_t m = 1; m <= 1; m++) { |
| 8950 | GemmMicrokernelTester() |
| 8951 | .mr(1) |
| 8952 | .nr(8) |
| 8953 | .kr(4) |
| 8954 | .sr(1) |
| 8955 | .m(m) |
| 8956 | .n(n) |
| 8957 | .k(16) |
| 8958 | .iterations(1) |
| 8959 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8960 | } |
| 8961 | } |
| 8962 | } |
| 8963 | |
| 8964 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_DUP, k_eq_16_subtile_m) { |
| 8965 | TEST_REQUIRES_ARM_NEON; |
| 8966 | for (uint32_t m = 1; m <= 1; m++) { |
| 8967 | GemmMicrokernelTester() |
| 8968 | .mr(1) |
| 8969 | .nr(8) |
| 8970 | .kr(4) |
| 8971 | .sr(1) |
| 8972 | .m(m) |
| 8973 | .n(8) |
| 8974 | .k(16) |
| 8975 | .iterations(1) |
| 8976 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8977 | } |
| 8978 | } |
| 8979 | |
| 8980 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_DUP, k_eq_16_subtile_n) { |
| 8981 | TEST_REQUIRES_ARM_NEON; |
| 8982 | for (uint32_t n = 1; n <= 8; n++) { |
| 8983 | GemmMicrokernelTester() |
| 8984 | .mr(1) |
| 8985 | .nr(8) |
| 8986 | .kr(4) |
| 8987 | .sr(1) |
| 8988 | .m(1) |
| 8989 | .n(n) |
| 8990 | .k(16) |
| 8991 | .iterations(1) |
| 8992 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 8993 | } |
| 8994 | } |
| 8995 | |
| 8996 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_DUP, k_lt_16) { |
| 8997 | TEST_REQUIRES_ARM_NEON; |
| 8998 | for (size_t k = 1; k < 16; k++) { |
| 8999 | GemmMicrokernelTester() |
| 9000 | .mr(1) |
| 9001 | .nr(8) |
| 9002 | .kr(4) |
| 9003 | .sr(1) |
| 9004 | .m(1) |
| 9005 | .n(8) |
| 9006 | .k(k) |
| 9007 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9008 | } |
| 9009 | } |
| 9010 | |
| 9011 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_DUP, k_lt_16_subtile) { |
| 9012 | TEST_REQUIRES_ARM_NEON; |
| 9013 | for (size_t k = 1; k < 16; k++) { |
| 9014 | for (uint32_t n = 1; n <= 8; n++) { |
| 9015 | for (uint32_t m = 1; m <= 1; m++) { |
| 9016 | GemmMicrokernelTester() |
| 9017 | .mr(1) |
| 9018 | .nr(8) |
| 9019 | .kr(4) |
| 9020 | .sr(1) |
| 9021 | .m(m) |
| 9022 | .n(n) |
| 9023 | .k(k) |
| 9024 | .iterations(1) |
| 9025 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9026 | } |
| 9027 | } |
| 9028 | } |
| 9029 | } |
| 9030 | |
| 9031 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_DUP, k_gt_16) { |
| 9032 | TEST_REQUIRES_ARM_NEON; |
| 9033 | for (size_t k = 17; k < 32; k++) { |
| 9034 | GemmMicrokernelTester() |
| 9035 | .mr(1) |
| 9036 | .nr(8) |
| 9037 | .kr(4) |
| 9038 | .sr(1) |
| 9039 | .m(1) |
| 9040 | .n(8) |
| 9041 | .k(k) |
| 9042 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9043 | } |
| 9044 | } |
| 9045 | |
| 9046 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_DUP, k_gt_16_subtile) { |
| 9047 | TEST_REQUIRES_ARM_NEON; |
| 9048 | for (size_t k = 17; k < 32; k++) { |
| 9049 | for (uint32_t n = 1; n <= 8; n++) { |
| 9050 | for (uint32_t m = 1; m <= 1; m++) { |
| 9051 | GemmMicrokernelTester() |
| 9052 | .mr(1) |
| 9053 | .nr(8) |
| 9054 | .kr(4) |
| 9055 | .sr(1) |
| 9056 | .m(m) |
| 9057 | .n(n) |
| 9058 | .k(k) |
| 9059 | .iterations(1) |
| 9060 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9061 | } |
| 9062 | } |
| 9063 | } |
| 9064 | } |
| 9065 | |
| 9066 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_DUP, k_div_16) { |
| 9067 | TEST_REQUIRES_ARM_NEON; |
| 9068 | for (size_t k = 32; k <= 160; k += 16) { |
| 9069 | GemmMicrokernelTester() |
| 9070 | .mr(1) |
| 9071 | .nr(8) |
| 9072 | .kr(4) |
| 9073 | .sr(1) |
| 9074 | .m(1) |
| 9075 | .n(8) |
| 9076 | .k(k) |
| 9077 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9078 | } |
| 9079 | } |
| 9080 | |
| 9081 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_DUP, k_div_16_subtile) { |
| 9082 | TEST_REQUIRES_ARM_NEON; |
| 9083 | for (size_t k = 32; k <= 160; k += 16) { |
| 9084 | for (uint32_t n = 1; n <= 8; n++) { |
| 9085 | for (uint32_t m = 1; m <= 1; m++) { |
| 9086 | GemmMicrokernelTester() |
| 9087 | .mr(1) |
| 9088 | .nr(8) |
| 9089 | .kr(4) |
| 9090 | .sr(1) |
| 9091 | .m(m) |
| 9092 | .n(n) |
| 9093 | .k(k) |
| 9094 | .iterations(1) |
| 9095 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9096 | } |
| 9097 | } |
| 9098 | } |
| 9099 | } |
| 9100 | |
| 9101 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_DUP, n_gt_8) { |
| 9102 | TEST_REQUIRES_ARM_NEON; |
| 9103 | for (uint32_t n = 9; n < 16; n++) { |
| 9104 | for (size_t k = 1; k <= 80; k += 17) { |
| 9105 | GemmMicrokernelTester() |
| 9106 | .mr(1) |
| 9107 | .nr(8) |
| 9108 | .kr(4) |
| 9109 | .sr(1) |
| 9110 | .m(1) |
| 9111 | .n(n) |
| 9112 | .k(k) |
| 9113 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9114 | } |
| 9115 | } |
| 9116 | } |
| 9117 | |
| 9118 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_DUP, n_gt_8_strided_cn) { |
| 9119 | TEST_REQUIRES_ARM_NEON; |
| 9120 | for (uint32_t n = 9; n < 16; n++) { |
| 9121 | for (size_t k = 1; k <= 80; k += 17) { |
| 9122 | GemmMicrokernelTester() |
| 9123 | .mr(1) |
| 9124 | .nr(8) |
| 9125 | .kr(4) |
| 9126 | .sr(1) |
| 9127 | .m(1) |
| 9128 | .n(n) |
| 9129 | .k(k) |
| 9130 | .cn_stride(11) |
| 9131 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9132 | } |
| 9133 | } |
| 9134 | } |
| 9135 | |
| 9136 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_DUP, n_gt_8_subtile) { |
| 9137 | TEST_REQUIRES_ARM_NEON; |
| 9138 | for (uint32_t n = 9; n < 16; n++) { |
| 9139 | for (size_t k = 1; k <= 80; k += 17) { |
| 9140 | for (uint32_t m = 1; m <= 1; m++) { |
| 9141 | GemmMicrokernelTester() |
| 9142 | .mr(1) |
| 9143 | .nr(8) |
| 9144 | .kr(4) |
| 9145 | .sr(1) |
| 9146 | .m(m) |
| 9147 | .n(n) |
| 9148 | .k(k) |
| 9149 | .iterations(1) |
| 9150 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9151 | } |
| 9152 | } |
| 9153 | } |
| 9154 | } |
| 9155 | |
| 9156 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_DUP, n_div_8) { |
| 9157 | TEST_REQUIRES_ARM_NEON; |
| 9158 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 9159 | for (size_t k = 1; k <= 80; k += 17) { |
| 9160 | GemmMicrokernelTester() |
| 9161 | .mr(1) |
| 9162 | .nr(8) |
| 9163 | .kr(4) |
| 9164 | .sr(1) |
| 9165 | .m(1) |
| 9166 | .n(n) |
| 9167 | .k(k) |
| 9168 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9169 | } |
| 9170 | } |
| 9171 | } |
| 9172 | |
| 9173 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_DUP, n_div_8_strided_cn) { |
| 9174 | TEST_REQUIRES_ARM_NEON; |
| 9175 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 9176 | for (size_t k = 1; k <= 80; k += 17) { |
| 9177 | GemmMicrokernelTester() |
| 9178 | .mr(1) |
| 9179 | .nr(8) |
| 9180 | .kr(4) |
| 9181 | .sr(1) |
| 9182 | .m(1) |
| 9183 | .n(n) |
| 9184 | .k(k) |
| 9185 | .cn_stride(11) |
| 9186 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9187 | } |
| 9188 | } |
| 9189 | } |
| 9190 | |
| 9191 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_DUP, n_div_8_subtile) { |
| 9192 | TEST_REQUIRES_ARM_NEON; |
| 9193 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 9194 | for (size_t k = 1; k <= 80; k += 17) { |
| 9195 | for (uint32_t m = 1; m <= 1; m++) { |
| 9196 | GemmMicrokernelTester() |
| 9197 | .mr(1) |
| 9198 | .nr(8) |
| 9199 | .kr(4) |
| 9200 | .sr(1) |
| 9201 | .m(m) |
| 9202 | .n(n) |
| 9203 | .k(k) |
| 9204 | .iterations(1) |
| 9205 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9206 | } |
| 9207 | } |
| 9208 | } |
| 9209 | } |
| 9210 | |
| 9211 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_DUP, small_kernel) { |
| 9212 | TEST_REQUIRES_ARM_NEON; |
| 9213 | for (size_t k = 1; k <= 80; k += 17) { |
| 9214 | GemmMicrokernelTester() |
| 9215 | .mr(1) |
| 9216 | .nr(8) |
| 9217 | .kr(4) |
| 9218 | .sr(1) |
| 9219 | .m(1) |
| 9220 | .n(8) |
| 9221 | .k(k) |
| 9222 | .ks(3) |
| 9223 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9224 | } |
| 9225 | } |
| 9226 | |
| 9227 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_DUP, small_kernel_subtile) { |
| 9228 | TEST_REQUIRES_ARM_NEON; |
| 9229 | for (size_t k = 1; k <= 80; k += 17) { |
| 9230 | for (uint32_t n = 1; n <= 8; n++) { |
| 9231 | for (uint32_t m = 1; m <= 1; m++) { |
| 9232 | GemmMicrokernelTester() |
| 9233 | .mr(1) |
| 9234 | .nr(8) |
| 9235 | .kr(4) |
| 9236 | .sr(1) |
| 9237 | .m(m) |
| 9238 | .n(n) |
| 9239 | .k(k) |
| 9240 | .ks(3) |
| 9241 | .iterations(1) |
| 9242 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9243 | } |
| 9244 | } |
| 9245 | } |
| 9246 | } |
| 9247 | |
| 9248 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_DUP, n_gt_8_small_kernel) { |
| 9249 | TEST_REQUIRES_ARM_NEON; |
| 9250 | for (uint32_t n = 9; n < 16; n++) { |
| 9251 | for (size_t k = 1; k <= 80; k += 17) { |
| 9252 | GemmMicrokernelTester() |
| 9253 | .mr(1) |
| 9254 | .nr(8) |
| 9255 | .kr(4) |
| 9256 | .sr(1) |
| 9257 | .m(1) |
| 9258 | .n(n) |
| 9259 | .k(k) |
| 9260 | .ks(3) |
| 9261 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9262 | } |
| 9263 | } |
| 9264 | } |
| 9265 | |
| 9266 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_DUP, n_div_8_small_kernel) { |
| 9267 | TEST_REQUIRES_ARM_NEON; |
| 9268 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 9269 | for (size_t k = 1; k <= 80; k += 17) { |
| 9270 | GemmMicrokernelTester() |
| 9271 | .mr(1) |
| 9272 | .nr(8) |
| 9273 | .kr(4) |
| 9274 | .sr(1) |
| 9275 | .m(1) |
| 9276 | .n(n) |
| 9277 | .k(k) |
| 9278 | .ks(3) |
| 9279 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9280 | } |
| 9281 | } |
| 9282 | } |
| 9283 | |
| 9284 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_DUP, strided_cm_subtile) { |
| 9285 | TEST_REQUIRES_ARM_NEON; |
| 9286 | for (size_t k = 1; k <= 80; k += 17) { |
| 9287 | for (uint32_t n = 1; n <= 8; n++) { |
| 9288 | for (uint32_t m = 1; m <= 1; m++) { |
| 9289 | GemmMicrokernelTester() |
| 9290 | .mr(1) |
| 9291 | .nr(8) |
| 9292 | .kr(4) |
| 9293 | .sr(1) |
| 9294 | .m(m) |
| 9295 | .n(n) |
| 9296 | .k(k) |
| 9297 | .cm_stride(11) |
| 9298 | .iterations(1) |
| 9299 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9300 | } |
| 9301 | } |
| 9302 | } |
| 9303 | } |
| 9304 | |
| 9305 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_DUP, a_offset) { |
| 9306 | TEST_REQUIRES_ARM_NEON; |
| 9307 | for (size_t k = 1; k <= 80; k += 17) { |
| 9308 | GemmMicrokernelTester() |
| 9309 | .mr(1) |
| 9310 | .nr(8) |
| 9311 | .kr(4) |
| 9312 | .sr(1) |
| 9313 | .m(1) |
| 9314 | .n(8) |
| 9315 | .k(k) |
| 9316 | .ks(3) |
| 9317 | .a_offset(83) |
| 9318 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9319 | } |
| 9320 | } |
| 9321 | |
| 9322 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_DUP, zero) { |
| 9323 | TEST_REQUIRES_ARM_NEON; |
| 9324 | for (size_t k = 1; k <= 80; k += 17) { |
| 9325 | for (uint32_t mz = 0; mz < 1; mz++) { |
| 9326 | GemmMicrokernelTester() |
| 9327 | .mr(1) |
| 9328 | .nr(8) |
| 9329 | .kr(4) |
| 9330 | .sr(1) |
| 9331 | .m(1) |
| 9332 | .n(8) |
| 9333 | .k(k) |
| 9334 | .ks(3) |
| 9335 | .a_offset(83) |
| 9336 | .zero_index(mz) |
| 9337 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9338 | } |
| 9339 | } |
| 9340 | } |
| 9341 | |
| 9342 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_DUP, qmin) { |
| 9343 | TEST_REQUIRES_ARM_NEON; |
| 9344 | GemmMicrokernelTester() |
| 9345 | .mr(1) |
| 9346 | .nr(8) |
| 9347 | .kr(4) |
| 9348 | .sr(1) |
| 9349 | .m(1) |
| 9350 | .n(8) |
| 9351 | .k(16) |
| 9352 | .qmin(128) |
| 9353 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9354 | } |
| 9355 | |
| 9356 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_DUP, qmax) { |
| 9357 | TEST_REQUIRES_ARM_NEON; |
| 9358 | GemmMicrokernelTester() |
| 9359 | .mr(1) |
| 9360 | .nr(8) |
| 9361 | .kr(4) |
| 9362 | .sr(1) |
| 9363 | .m(1) |
| 9364 | .n(8) |
| 9365 | .k(16) |
| 9366 | .qmax(128) |
| 9367 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9368 | } |
| 9369 | |
| 9370 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_DUP, strided_cm) { |
| 9371 | TEST_REQUIRES_ARM_NEON; |
| 9372 | GemmMicrokernelTester() |
| 9373 | .mr(1) |
| 9374 | .nr(8) |
| 9375 | .kr(4) |
| 9376 | .sr(1) |
| 9377 | .m(1) |
| 9378 | .n(8) |
| 9379 | .k(16) |
| 9380 | .cm_stride(11) |
| 9381 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9382 | } |
| 9383 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 9384 | |
| 9385 | |
| 9386 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 9387 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C4__NEON_MLAL_DUP, k_eq_16) { |
| 9388 | TEST_REQUIRES_ARM_NEON; |
| 9389 | GemmMicrokernelTester() |
| 9390 | .mr(3) |
| 9391 | .nr(8) |
| 9392 | .kr(4) |
| 9393 | .sr(1) |
| 9394 | .m(3) |
| 9395 | .n(8) |
| 9396 | .k(16) |
| 9397 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9398 | } |
| 9399 | |
| 9400 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C4__NEON_MLAL_DUP, strided_cn) { |
| 9401 | TEST_REQUIRES_ARM_NEON; |
| 9402 | GemmMicrokernelTester() |
| 9403 | .mr(3) |
| 9404 | .nr(8) |
| 9405 | .kr(4) |
| 9406 | .sr(1) |
| 9407 | .m(3) |
| 9408 | .n(8) |
| 9409 | .k(16) |
| 9410 | .cn_stride(11) |
| 9411 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9412 | } |
| 9413 | |
| 9414 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C4__NEON_MLAL_DUP, k_eq_16_subtile) { |
| 9415 | TEST_REQUIRES_ARM_NEON; |
| 9416 | for (uint32_t n = 1; n <= 8; n++) { |
| 9417 | for (uint32_t m = 1; m <= 3; m++) { |
| 9418 | GemmMicrokernelTester() |
| 9419 | .mr(3) |
| 9420 | .nr(8) |
| 9421 | .kr(4) |
| 9422 | .sr(1) |
| 9423 | .m(m) |
| 9424 | .n(n) |
| 9425 | .k(16) |
| 9426 | .iterations(1) |
| 9427 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9428 | } |
| 9429 | } |
| 9430 | } |
| 9431 | |
| 9432 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C4__NEON_MLAL_DUP, k_eq_16_subtile_m) { |
| 9433 | TEST_REQUIRES_ARM_NEON; |
| 9434 | for (uint32_t m = 1; m <= 3; m++) { |
| 9435 | GemmMicrokernelTester() |
| 9436 | .mr(3) |
| 9437 | .nr(8) |
| 9438 | .kr(4) |
| 9439 | .sr(1) |
| 9440 | .m(m) |
| 9441 | .n(8) |
| 9442 | .k(16) |
| 9443 | .iterations(1) |
| 9444 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9445 | } |
| 9446 | } |
| 9447 | |
| 9448 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C4__NEON_MLAL_DUP, k_eq_16_subtile_n) { |
| 9449 | TEST_REQUIRES_ARM_NEON; |
| 9450 | for (uint32_t n = 1; n <= 8; n++) { |
| 9451 | GemmMicrokernelTester() |
| 9452 | .mr(3) |
| 9453 | .nr(8) |
| 9454 | .kr(4) |
| 9455 | .sr(1) |
| 9456 | .m(3) |
| 9457 | .n(n) |
| 9458 | .k(16) |
| 9459 | .iterations(1) |
| 9460 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9461 | } |
| 9462 | } |
| 9463 | |
| 9464 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C4__NEON_MLAL_DUP, k_lt_16) { |
| 9465 | TEST_REQUIRES_ARM_NEON; |
| 9466 | for (size_t k = 1; k < 16; k++) { |
| 9467 | GemmMicrokernelTester() |
| 9468 | .mr(3) |
| 9469 | .nr(8) |
| 9470 | .kr(4) |
| 9471 | .sr(1) |
| 9472 | .m(3) |
| 9473 | .n(8) |
| 9474 | .k(k) |
| 9475 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9476 | } |
| 9477 | } |
| 9478 | |
| 9479 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C4__NEON_MLAL_DUP, k_lt_16_subtile) { |
| 9480 | TEST_REQUIRES_ARM_NEON; |
| 9481 | for (size_t k = 1; k < 16; k++) { |
| 9482 | for (uint32_t n = 1; n <= 8; n++) { |
| 9483 | for (uint32_t m = 1; m <= 3; m++) { |
| 9484 | GemmMicrokernelTester() |
| 9485 | .mr(3) |
| 9486 | .nr(8) |
| 9487 | .kr(4) |
| 9488 | .sr(1) |
| 9489 | .m(m) |
| 9490 | .n(n) |
| 9491 | .k(k) |
| 9492 | .iterations(1) |
| 9493 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9494 | } |
| 9495 | } |
| 9496 | } |
| 9497 | } |
| 9498 | |
| 9499 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C4__NEON_MLAL_DUP, k_gt_16) { |
| 9500 | TEST_REQUIRES_ARM_NEON; |
| 9501 | for (size_t k = 17; k < 32; k++) { |
| 9502 | GemmMicrokernelTester() |
| 9503 | .mr(3) |
| 9504 | .nr(8) |
| 9505 | .kr(4) |
| 9506 | .sr(1) |
| 9507 | .m(3) |
| 9508 | .n(8) |
| 9509 | .k(k) |
| 9510 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9511 | } |
| 9512 | } |
| 9513 | |
| 9514 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C4__NEON_MLAL_DUP, k_gt_16_subtile) { |
| 9515 | TEST_REQUIRES_ARM_NEON; |
| 9516 | for (size_t k = 17; k < 32; k++) { |
| 9517 | for (uint32_t n = 1; n <= 8; n++) { |
| 9518 | for (uint32_t m = 1; m <= 3; m++) { |
| 9519 | GemmMicrokernelTester() |
| 9520 | .mr(3) |
| 9521 | .nr(8) |
| 9522 | .kr(4) |
| 9523 | .sr(1) |
| 9524 | .m(m) |
| 9525 | .n(n) |
| 9526 | .k(k) |
| 9527 | .iterations(1) |
| 9528 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9529 | } |
| 9530 | } |
| 9531 | } |
| 9532 | } |
| 9533 | |
| 9534 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C4__NEON_MLAL_DUP, k_div_16) { |
| 9535 | TEST_REQUIRES_ARM_NEON; |
| 9536 | for (size_t k = 32; k <= 160; k += 16) { |
| 9537 | GemmMicrokernelTester() |
| 9538 | .mr(3) |
| 9539 | .nr(8) |
| 9540 | .kr(4) |
| 9541 | .sr(1) |
| 9542 | .m(3) |
| 9543 | .n(8) |
| 9544 | .k(k) |
| 9545 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9546 | } |
| 9547 | } |
| 9548 | |
| 9549 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C4__NEON_MLAL_DUP, k_div_16_subtile) { |
| 9550 | TEST_REQUIRES_ARM_NEON; |
| 9551 | for (size_t k = 32; k <= 160; k += 16) { |
| 9552 | for (uint32_t n = 1; n <= 8; n++) { |
| 9553 | for (uint32_t m = 1; m <= 3; m++) { |
| 9554 | GemmMicrokernelTester() |
| 9555 | .mr(3) |
| 9556 | .nr(8) |
| 9557 | .kr(4) |
| 9558 | .sr(1) |
| 9559 | .m(m) |
| 9560 | .n(n) |
| 9561 | .k(k) |
| 9562 | .iterations(1) |
| 9563 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9564 | } |
| 9565 | } |
| 9566 | } |
| 9567 | } |
| 9568 | |
| 9569 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C4__NEON_MLAL_DUP, n_gt_8) { |
| 9570 | TEST_REQUIRES_ARM_NEON; |
| 9571 | for (uint32_t n = 9; n < 16; n++) { |
| 9572 | for (size_t k = 1; k <= 80; k += 17) { |
| 9573 | GemmMicrokernelTester() |
| 9574 | .mr(3) |
| 9575 | .nr(8) |
| 9576 | .kr(4) |
| 9577 | .sr(1) |
| 9578 | .m(3) |
| 9579 | .n(n) |
| 9580 | .k(k) |
| 9581 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9582 | } |
| 9583 | } |
| 9584 | } |
| 9585 | |
| 9586 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C4__NEON_MLAL_DUP, n_gt_8_strided_cn) { |
| 9587 | TEST_REQUIRES_ARM_NEON; |
| 9588 | for (uint32_t n = 9; n < 16; n++) { |
| 9589 | for (size_t k = 1; k <= 80; k += 17) { |
| 9590 | GemmMicrokernelTester() |
| 9591 | .mr(3) |
| 9592 | .nr(8) |
| 9593 | .kr(4) |
| 9594 | .sr(1) |
| 9595 | .m(3) |
| 9596 | .n(n) |
| 9597 | .k(k) |
| 9598 | .cn_stride(11) |
| 9599 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9600 | } |
| 9601 | } |
| 9602 | } |
| 9603 | |
| 9604 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C4__NEON_MLAL_DUP, n_gt_8_subtile) { |
| 9605 | TEST_REQUIRES_ARM_NEON; |
| 9606 | for (uint32_t n = 9; n < 16; n++) { |
| 9607 | for (size_t k = 1; k <= 80; k += 17) { |
| 9608 | for (uint32_t m = 1; m <= 3; m++) { |
| 9609 | GemmMicrokernelTester() |
| 9610 | .mr(3) |
| 9611 | .nr(8) |
| 9612 | .kr(4) |
| 9613 | .sr(1) |
| 9614 | .m(m) |
| 9615 | .n(n) |
| 9616 | .k(k) |
| 9617 | .iterations(1) |
| 9618 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9619 | } |
| 9620 | } |
| 9621 | } |
| 9622 | } |
| 9623 | |
| 9624 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C4__NEON_MLAL_DUP, n_div_8) { |
| 9625 | TEST_REQUIRES_ARM_NEON; |
| 9626 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 9627 | for (size_t k = 1; k <= 80; k += 17) { |
| 9628 | GemmMicrokernelTester() |
| 9629 | .mr(3) |
| 9630 | .nr(8) |
| 9631 | .kr(4) |
| 9632 | .sr(1) |
| 9633 | .m(3) |
| 9634 | .n(n) |
| 9635 | .k(k) |
| 9636 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9637 | } |
| 9638 | } |
| 9639 | } |
| 9640 | |
| 9641 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C4__NEON_MLAL_DUP, n_div_8_strided_cn) { |
| 9642 | TEST_REQUIRES_ARM_NEON; |
| 9643 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 9644 | for (size_t k = 1; k <= 80; k += 17) { |
| 9645 | GemmMicrokernelTester() |
| 9646 | .mr(3) |
| 9647 | .nr(8) |
| 9648 | .kr(4) |
| 9649 | .sr(1) |
| 9650 | .m(3) |
| 9651 | .n(n) |
| 9652 | .k(k) |
| 9653 | .cn_stride(11) |
| 9654 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9655 | } |
| 9656 | } |
| 9657 | } |
| 9658 | |
| 9659 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C4__NEON_MLAL_DUP, n_div_8_subtile) { |
| 9660 | TEST_REQUIRES_ARM_NEON; |
| 9661 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 9662 | for (size_t k = 1; k <= 80; k += 17) { |
| 9663 | for (uint32_t m = 1; m <= 3; m++) { |
| 9664 | GemmMicrokernelTester() |
| 9665 | .mr(3) |
| 9666 | .nr(8) |
| 9667 | .kr(4) |
| 9668 | .sr(1) |
| 9669 | .m(m) |
| 9670 | .n(n) |
| 9671 | .k(k) |
| 9672 | .iterations(1) |
| 9673 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9674 | } |
| 9675 | } |
| 9676 | } |
| 9677 | } |
| 9678 | |
| 9679 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C4__NEON_MLAL_DUP, small_kernel) { |
| 9680 | TEST_REQUIRES_ARM_NEON; |
| 9681 | for (size_t k = 1; k <= 80; k += 17) { |
| 9682 | GemmMicrokernelTester() |
| 9683 | .mr(3) |
| 9684 | .nr(8) |
| 9685 | .kr(4) |
| 9686 | .sr(1) |
| 9687 | .m(3) |
| 9688 | .n(8) |
| 9689 | .k(k) |
| 9690 | .ks(3) |
| 9691 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9692 | } |
| 9693 | } |
| 9694 | |
| 9695 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C4__NEON_MLAL_DUP, small_kernel_subtile) { |
| 9696 | TEST_REQUIRES_ARM_NEON; |
| 9697 | for (size_t k = 1; k <= 80; k += 17) { |
| 9698 | for (uint32_t n = 1; n <= 8; n++) { |
| 9699 | for (uint32_t m = 1; m <= 3; m++) { |
| 9700 | GemmMicrokernelTester() |
| 9701 | .mr(3) |
| 9702 | .nr(8) |
| 9703 | .kr(4) |
| 9704 | .sr(1) |
| 9705 | .m(m) |
| 9706 | .n(n) |
| 9707 | .k(k) |
| 9708 | .ks(3) |
| 9709 | .iterations(1) |
| 9710 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9711 | } |
| 9712 | } |
| 9713 | } |
| 9714 | } |
| 9715 | |
| 9716 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C4__NEON_MLAL_DUP, n_gt_8_small_kernel) { |
| 9717 | TEST_REQUIRES_ARM_NEON; |
| 9718 | for (uint32_t n = 9; n < 16; n++) { |
| 9719 | for (size_t k = 1; k <= 80; k += 17) { |
| 9720 | GemmMicrokernelTester() |
| 9721 | .mr(3) |
| 9722 | .nr(8) |
| 9723 | .kr(4) |
| 9724 | .sr(1) |
| 9725 | .m(3) |
| 9726 | .n(n) |
| 9727 | .k(k) |
| 9728 | .ks(3) |
| 9729 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9730 | } |
| 9731 | } |
| 9732 | } |
| 9733 | |
| 9734 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C4__NEON_MLAL_DUP, n_div_8_small_kernel) { |
| 9735 | TEST_REQUIRES_ARM_NEON; |
| 9736 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 9737 | for (size_t k = 1; k <= 80; k += 17) { |
| 9738 | GemmMicrokernelTester() |
| 9739 | .mr(3) |
| 9740 | .nr(8) |
| 9741 | .kr(4) |
| 9742 | .sr(1) |
| 9743 | .m(3) |
| 9744 | .n(n) |
| 9745 | .k(k) |
| 9746 | .ks(3) |
| 9747 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9748 | } |
| 9749 | } |
| 9750 | } |
| 9751 | |
| 9752 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C4__NEON_MLAL_DUP, strided_cm_subtile) { |
| 9753 | TEST_REQUIRES_ARM_NEON; |
| 9754 | for (size_t k = 1; k <= 80; k += 17) { |
| 9755 | for (uint32_t n = 1; n <= 8; n++) { |
| 9756 | for (uint32_t m = 1; m <= 3; m++) { |
| 9757 | GemmMicrokernelTester() |
| 9758 | .mr(3) |
| 9759 | .nr(8) |
| 9760 | .kr(4) |
| 9761 | .sr(1) |
| 9762 | .m(m) |
| 9763 | .n(n) |
| 9764 | .k(k) |
| 9765 | .cm_stride(11) |
| 9766 | .iterations(1) |
| 9767 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9768 | } |
| 9769 | } |
| 9770 | } |
| 9771 | } |
| 9772 | |
| 9773 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C4__NEON_MLAL_DUP, a_offset) { |
| 9774 | TEST_REQUIRES_ARM_NEON; |
| 9775 | for (size_t k = 1; k <= 80; k += 17) { |
| 9776 | GemmMicrokernelTester() |
| 9777 | .mr(3) |
| 9778 | .nr(8) |
| 9779 | .kr(4) |
| 9780 | .sr(1) |
| 9781 | .m(3) |
| 9782 | .n(8) |
| 9783 | .k(k) |
| 9784 | .ks(3) |
| 9785 | .a_offset(251) |
| 9786 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9787 | } |
| 9788 | } |
| 9789 | |
| 9790 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C4__NEON_MLAL_DUP, zero) { |
| 9791 | TEST_REQUIRES_ARM_NEON; |
| 9792 | for (size_t k = 1; k <= 80; k += 17) { |
| 9793 | for (uint32_t mz = 0; mz < 3; mz++) { |
| 9794 | GemmMicrokernelTester() |
| 9795 | .mr(3) |
| 9796 | .nr(8) |
| 9797 | .kr(4) |
| 9798 | .sr(1) |
| 9799 | .m(3) |
| 9800 | .n(8) |
| 9801 | .k(k) |
| 9802 | .ks(3) |
| 9803 | .a_offset(251) |
| 9804 | .zero_index(mz) |
| 9805 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9806 | } |
| 9807 | } |
| 9808 | } |
| 9809 | |
| 9810 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C4__NEON_MLAL_DUP, qmin) { |
| 9811 | TEST_REQUIRES_ARM_NEON; |
| 9812 | GemmMicrokernelTester() |
| 9813 | .mr(3) |
| 9814 | .nr(8) |
| 9815 | .kr(4) |
| 9816 | .sr(1) |
| 9817 | .m(3) |
| 9818 | .n(8) |
| 9819 | .k(16) |
| 9820 | .qmin(128) |
| 9821 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9822 | } |
| 9823 | |
| 9824 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C4__NEON_MLAL_DUP, qmax) { |
| 9825 | TEST_REQUIRES_ARM_NEON; |
| 9826 | GemmMicrokernelTester() |
| 9827 | .mr(3) |
| 9828 | .nr(8) |
| 9829 | .kr(4) |
| 9830 | .sr(1) |
| 9831 | .m(3) |
| 9832 | .n(8) |
| 9833 | .k(16) |
| 9834 | .qmax(128) |
| 9835 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9836 | } |
| 9837 | |
| 9838 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C4__NEON_MLAL_DUP, strided_cm) { |
| 9839 | TEST_REQUIRES_ARM_NEON; |
| 9840 | GemmMicrokernelTester() |
| 9841 | .mr(3) |
| 9842 | .nr(8) |
| 9843 | .kr(4) |
| 9844 | .sr(1) |
| 9845 | .m(3) |
| 9846 | .n(8) |
| 9847 | .k(16) |
| 9848 | .cm_stride(11) |
| 9849 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9850 | } |
| 9851 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 9852 | |
| 9853 | |
| 9854 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 9855 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4__NEON_MLAL_DUP, k_eq_16) { |
| 9856 | TEST_REQUIRES_ARM_NEON; |
| 9857 | GemmMicrokernelTester() |
| 9858 | .mr(1) |
| 9859 | .nr(16) |
| 9860 | .kr(4) |
| 9861 | .sr(1) |
| 9862 | .m(1) |
| 9863 | .n(16) |
| 9864 | .k(16) |
| 9865 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9866 | } |
| 9867 | |
| 9868 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4__NEON_MLAL_DUP, strided_cn) { |
| 9869 | TEST_REQUIRES_ARM_NEON; |
| 9870 | GemmMicrokernelTester() |
| 9871 | .mr(1) |
| 9872 | .nr(16) |
| 9873 | .kr(4) |
| 9874 | .sr(1) |
| 9875 | .m(1) |
| 9876 | .n(16) |
| 9877 | .k(16) |
| 9878 | .cn_stride(19) |
| 9879 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9880 | } |
| 9881 | |
| 9882 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4__NEON_MLAL_DUP, k_eq_16_subtile) { |
| 9883 | TEST_REQUIRES_ARM_NEON; |
| 9884 | for (uint32_t n = 1; n <= 16; n++) { |
| 9885 | for (uint32_t m = 1; m <= 1; m++) { |
| 9886 | GemmMicrokernelTester() |
| 9887 | .mr(1) |
| 9888 | .nr(16) |
| 9889 | .kr(4) |
| 9890 | .sr(1) |
| 9891 | .m(m) |
| 9892 | .n(n) |
| 9893 | .k(16) |
| 9894 | .iterations(1) |
| 9895 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9896 | } |
| 9897 | } |
| 9898 | } |
| 9899 | |
| 9900 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4__NEON_MLAL_DUP, k_eq_16_subtile_m) { |
| 9901 | TEST_REQUIRES_ARM_NEON; |
| 9902 | for (uint32_t m = 1; m <= 1; m++) { |
| 9903 | GemmMicrokernelTester() |
| 9904 | .mr(1) |
| 9905 | .nr(16) |
| 9906 | .kr(4) |
| 9907 | .sr(1) |
| 9908 | .m(m) |
| 9909 | .n(16) |
| 9910 | .k(16) |
| 9911 | .iterations(1) |
| 9912 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9913 | } |
| 9914 | } |
| 9915 | |
| 9916 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4__NEON_MLAL_DUP, k_eq_16_subtile_n) { |
| 9917 | TEST_REQUIRES_ARM_NEON; |
| 9918 | for (uint32_t n = 1; n <= 16; n++) { |
| 9919 | GemmMicrokernelTester() |
| 9920 | .mr(1) |
| 9921 | .nr(16) |
| 9922 | .kr(4) |
| 9923 | .sr(1) |
| 9924 | .m(1) |
| 9925 | .n(n) |
| 9926 | .k(16) |
| 9927 | .iterations(1) |
| 9928 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9929 | } |
| 9930 | } |
| 9931 | |
| 9932 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4__NEON_MLAL_DUP, k_lt_16) { |
| 9933 | TEST_REQUIRES_ARM_NEON; |
| 9934 | for (size_t k = 1; k < 16; k++) { |
| 9935 | GemmMicrokernelTester() |
| 9936 | .mr(1) |
| 9937 | .nr(16) |
| 9938 | .kr(4) |
| 9939 | .sr(1) |
| 9940 | .m(1) |
| 9941 | .n(16) |
| 9942 | .k(k) |
| 9943 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9944 | } |
| 9945 | } |
| 9946 | |
| 9947 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4__NEON_MLAL_DUP, k_lt_16_subtile) { |
| 9948 | TEST_REQUIRES_ARM_NEON; |
| 9949 | for (size_t k = 1; k < 16; k++) { |
| 9950 | for (uint32_t n = 1; n <= 16; n++) { |
| 9951 | for (uint32_t m = 1; m <= 1; m++) { |
| 9952 | GemmMicrokernelTester() |
| 9953 | .mr(1) |
| 9954 | .nr(16) |
| 9955 | .kr(4) |
| 9956 | .sr(1) |
| 9957 | .m(m) |
| 9958 | .n(n) |
| 9959 | .k(k) |
| 9960 | .iterations(1) |
| 9961 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9962 | } |
| 9963 | } |
| 9964 | } |
| 9965 | } |
| 9966 | |
| 9967 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4__NEON_MLAL_DUP, k_gt_16) { |
| 9968 | TEST_REQUIRES_ARM_NEON; |
| 9969 | for (size_t k = 17; k < 32; k++) { |
| 9970 | GemmMicrokernelTester() |
| 9971 | .mr(1) |
| 9972 | .nr(16) |
| 9973 | .kr(4) |
| 9974 | .sr(1) |
| 9975 | .m(1) |
| 9976 | .n(16) |
| 9977 | .k(k) |
| 9978 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9979 | } |
| 9980 | } |
| 9981 | |
| 9982 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4__NEON_MLAL_DUP, k_gt_16_subtile) { |
| 9983 | TEST_REQUIRES_ARM_NEON; |
| 9984 | for (size_t k = 17; k < 32; k++) { |
| 9985 | for (uint32_t n = 1; n <= 16; n++) { |
| 9986 | for (uint32_t m = 1; m <= 1; m++) { |
| 9987 | GemmMicrokernelTester() |
| 9988 | .mr(1) |
| 9989 | .nr(16) |
| 9990 | .kr(4) |
| 9991 | .sr(1) |
| 9992 | .m(m) |
| 9993 | .n(n) |
| 9994 | .k(k) |
| 9995 | .iterations(1) |
| 9996 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 9997 | } |
| 9998 | } |
| 9999 | } |
| 10000 | } |
| 10001 | |
| 10002 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4__NEON_MLAL_DUP, k_div_16) { |
| 10003 | TEST_REQUIRES_ARM_NEON; |
| 10004 | for (size_t k = 32; k <= 160; k += 16) { |
| 10005 | GemmMicrokernelTester() |
| 10006 | .mr(1) |
| 10007 | .nr(16) |
| 10008 | .kr(4) |
| 10009 | .sr(1) |
| 10010 | .m(1) |
| 10011 | .n(16) |
| 10012 | .k(k) |
| 10013 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10014 | } |
| 10015 | } |
| 10016 | |
| 10017 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4__NEON_MLAL_DUP, k_div_16_subtile) { |
| 10018 | TEST_REQUIRES_ARM_NEON; |
| 10019 | for (size_t k = 32; k <= 160; k += 16) { |
| 10020 | for (uint32_t n = 1; n <= 16; n++) { |
| 10021 | for (uint32_t m = 1; m <= 1; m++) { |
| 10022 | GemmMicrokernelTester() |
| 10023 | .mr(1) |
| 10024 | .nr(16) |
| 10025 | .kr(4) |
| 10026 | .sr(1) |
| 10027 | .m(m) |
| 10028 | .n(n) |
| 10029 | .k(k) |
| 10030 | .iterations(1) |
| 10031 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10032 | } |
| 10033 | } |
| 10034 | } |
| 10035 | } |
| 10036 | |
| 10037 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4__NEON_MLAL_DUP, n_gt_16) { |
| 10038 | TEST_REQUIRES_ARM_NEON; |
| 10039 | for (uint32_t n = 17; n < 32; n++) { |
| 10040 | for (size_t k = 1; k <= 80; k += 17) { |
| 10041 | GemmMicrokernelTester() |
| 10042 | .mr(1) |
| 10043 | .nr(16) |
| 10044 | .kr(4) |
| 10045 | .sr(1) |
| 10046 | .m(1) |
| 10047 | .n(n) |
| 10048 | .k(k) |
| 10049 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10050 | } |
| 10051 | } |
| 10052 | } |
| 10053 | |
| 10054 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4__NEON_MLAL_DUP, n_gt_16_strided_cn) { |
| 10055 | TEST_REQUIRES_ARM_NEON; |
| 10056 | for (uint32_t n = 17; n < 32; n++) { |
| 10057 | for (size_t k = 1; k <= 80; k += 17) { |
| 10058 | GemmMicrokernelTester() |
| 10059 | .mr(1) |
| 10060 | .nr(16) |
| 10061 | .kr(4) |
| 10062 | .sr(1) |
| 10063 | .m(1) |
| 10064 | .n(n) |
| 10065 | .k(k) |
| 10066 | .cn_stride(19) |
| 10067 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10068 | } |
| 10069 | } |
| 10070 | } |
| 10071 | |
| 10072 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4__NEON_MLAL_DUP, n_gt_16_subtile) { |
| 10073 | TEST_REQUIRES_ARM_NEON; |
| 10074 | for (uint32_t n = 17; n < 32; n++) { |
| 10075 | for (size_t k = 1; k <= 80; k += 17) { |
| 10076 | for (uint32_t m = 1; m <= 1; m++) { |
| 10077 | GemmMicrokernelTester() |
| 10078 | .mr(1) |
| 10079 | .nr(16) |
| 10080 | .kr(4) |
| 10081 | .sr(1) |
| 10082 | .m(m) |
| 10083 | .n(n) |
| 10084 | .k(k) |
| 10085 | .iterations(1) |
| 10086 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10087 | } |
| 10088 | } |
| 10089 | } |
| 10090 | } |
| 10091 | |
| 10092 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4__NEON_MLAL_DUP, n_div_16) { |
| 10093 | TEST_REQUIRES_ARM_NEON; |
| 10094 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 10095 | for (size_t k = 1; k <= 80; k += 17) { |
| 10096 | GemmMicrokernelTester() |
| 10097 | .mr(1) |
| 10098 | .nr(16) |
| 10099 | .kr(4) |
| 10100 | .sr(1) |
| 10101 | .m(1) |
| 10102 | .n(n) |
| 10103 | .k(k) |
| 10104 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10105 | } |
| 10106 | } |
| 10107 | } |
| 10108 | |
| 10109 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4__NEON_MLAL_DUP, n_div_16_strided_cn) { |
| 10110 | TEST_REQUIRES_ARM_NEON; |
| 10111 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 10112 | for (size_t k = 1; k <= 80; k += 17) { |
| 10113 | GemmMicrokernelTester() |
| 10114 | .mr(1) |
| 10115 | .nr(16) |
| 10116 | .kr(4) |
| 10117 | .sr(1) |
| 10118 | .m(1) |
| 10119 | .n(n) |
| 10120 | .k(k) |
| 10121 | .cn_stride(19) |
| 10122 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10123 | } |
| 10124 | } |
| 10125 | } |
| 10126 | |
| 10127 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4__NEON_MLAL_DUP, n_div_16_subtile) { |
| 10128 | TEST_REQUIRES_ARM_NEON; |
| 10129 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 10130 | for (size_t k = 1; k <= 80; k += 17) { |
| 10131 | for (uint32_t m = 1; m <= 1; m++) { |
| 10132 | GemmMicrokernelTester() |
| 10133 | .mr(1) |
| 10134 | .nr(16) |
| 10135 | .kr(4) |
| 10136 | .sr(1) |
| 10137 | .m(m) |
| 10138 | .n(n) |
| 10139 | .k(k) |
| 10140 | .iterations(1) |
| 10141 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10142 | } |
| 10143 | } |
| 10144 | } |
| 10145 | } |
| 10146 | |
| 10147 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4__NEON_MLAL_DUP, small_kernel) { |
| 10148 | TEST_REQUIRES_ARM_NEON; |
| 10149 | for (size_t k = 1; k <= 80; k += 17) { |
| 10150 | GemmMicrokernelTester() |
| 10151 | .mr(1) |
| 10152 | .nr(16) |
| 10153 | .kr(4) |
| 10154 | .sr(1) |
| 10155 | .m(1) |
| 10156 | .n(16) |
| 10157 | .k(k) |
| 10158 | .ks(3) |
| 10159 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10160 | } |
| 10161 | } |
| 10162 | |
| 10163 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4__NEON_MLAL_DUP, small_kernel_subtile) { |
| 10164 | TEST_REQUIRES_ARM_NEON; |
| 10165 | for (size_t k = 1; k <= 80; k += 17) { |
| 10166 | for (uint32_t n = 1; n <= 16; n++) { |
| 10167 | for (uint32_t m = 1; m <= 1; m++) { |
| 10168 | GemmMicrokernelTester() |
| 10169 | .mr(1) |
| 10170 | .nr(16) |
| 10171 | .kr(4) |
| 10172 | .sr(1) |
| 10173 | .m(m) |
| 10174 | .n(n) |
| 10175 | .k(k) |
| 10176 | .ks(3) |
| 10177 | .iterations(1) |
| 10178 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10179 | } |
| 10180 | } |
| 10181 | } |
| 10182 | } |
| 10183 | |
| 10184 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4__NEON_MLAL_DUP, n_gt_16_small_kernel) { |
| 10185 | TEST_REQUIRES_ARM_NEON; |
| 10186 | for (uint32_t n = 17; n < 32; n++) { |
| 10187 | for (size_t k = 1; k <= 80; k += 17) { |
| 10188 | GemmMicrokernelTester() |
| 10189 | .mr(1) |
| 10190 | .nr(16) |
| 10191 | .kr(4) |
| 10192 | .sr(1) |
| 10193 | .m(1) |
| 10194 | .n(n) |
| 10195 | .k(k) |
| 10196 | .ks(3) |
| 10197 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10198 | } |
| 10199 | } |
| 10200 | } |
| 10201 | |
| 10202 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4__NEON_MLAL_DUP, n_div_16_small_kernel) { |
| 10203 | TEST_REQUIRES_ARM_NEON; |
| 10204 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 10205 | for (size_t k = 1; k <= 80; k += 17) { |
| 10206 | GemmMicrokernelTester() |
| 10207 | .mr(1) |
| 10208 | .nr(16) |
| 10209 | .kr(4) |
| 10210 | .sr(1) |
| 10211 | .m(1) |
| 10212 | .n(n) |
| 10213 | .k(k) |
| 10214 | .ks(3) |
| 10215 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10216 | } |
| 10217 | } |
| 10218 | } |
| 10219 | |
| 10220 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4__NEON_MLAL_DUP, strided_cm_subtile) { |
| 10221 | TEST_REQUIRES_ARM_NEON; |
| 10222 | for (size_t k = 1; k <= 80; k += 17) { |
| 10223 | for (uint32_t n = 1; n <= 16; n++) { |
| 10224 | for (uint32_t m = 1; m <= 1; m++) { |
| 10225 | GemmMicrokernelTester() |
| 10226 | .mr(1) |
| 10227 | .nr(16) |
| 10228 | .kr(4) |
| 10229 | .sr(1) |
| 10230 | .m(m) |
| 10231 | .n(n) |
| 10232 | .k(k) |
| 10233 | .cm_stride(19) |
| 10234 | .iterations(1) |
| 10235 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10236 | } |
| 10237 | } |
| 10238 | } |
| 10239 | } |
| 10240 | |
| 10241 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4__NEON_MLAL_DUP, a_offset) { |
| 10242 | TEST_REQUIRES_ARM_NEON; |
| 10243 | for (size_t k = 1; k <= 80; k += 17) { |
| 10244 | GemmMicrokernelTester() |
| 10245 | .mr(1) |
| 10246 | .nr(16) |
| 10247 | .kr(4) |
| 10248 | .sr(1) |
| 10249 | .m(1) |
| 10250 | .n(16) |
| 10251 | .k(k) |
| 10252 | .ks(3) |
| 10253 | .a_offset(83) |
| 10254 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10255 | } |
| 10256 | } |
| 10257 | |
| 10258 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4__NEON_MLAL_DUP, zero) { |
| 10259 | TEST_REQUIRES_ARM_NEON; |
| 10260 | for (size_t k = 1; k <= 80; k += 17) { |
| 10261 | for (uint32_t mz = 0; mz < 1; mz++) { |
| 10262 | GemmMicrokernelTester() |
| 10263 | .mr(1) |
| 10264 | .nr(16) |
| 10265 | .kr(4) |
| 10266 | .sr(1) |
| 10267 | .m(1) |
| 10268 | .n(16) |
| 10269 | .k(k) |
| 10270 | .ks(3) |
| 10271 | .a_offset(83) |
| 10272 | .zero_index(mz) |
| 10273 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10274 | } |
| 10275 | } |
| 10276 | } |
| 10277 | |
| 10278 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4__NEON_MLAL_DUP, qmin) { |
| 10279 | TEST_REQUIRES_ARM_NEON; |
| 10280 | GemmMicrokernelTester() |
| 10281 | .mr(1) |
| 10282 | .nr(16) |
| 10283 | .kr(4) |
| 10284 | .sr(1) |
| 10285 | .m(1) |
| 10286 | .n(16) |
| 10287 | .k(16) |
| 10288 | .qmin(128) |
| 10289 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10290 | } |
| 10291 | |
| 10292 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4__NEON_MLAL_DUP, qmax) { |
| 10293 | TEST_REQUIRES_ARM_NEON; |
| 10294 | GemmMicrokernelTester() |
| 10295 | .mr(1) |
| 10296 | .nr(16) |
| 10297 | .kr(4) |
| 10298 | .sr(1) |
| 10299 | .m(1) |
| 10300 | .n(16) |
| 10301 | .k(16) |
| 10302 | .qmax(128) |
| 10303 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10304 | } |
| 10305 | |
| 10306 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C4__NEON_MLAL_DUP, strided_cm) { |
| 10307 | TEST_REQUIRES_ARM_NEON; |
| 10308 | GemmMicrokernelTester() |
| 10309 | .mr(1) |
| 10310 | .nr(16) |
| 10311 | .kr(4) |
| 10312 | .sr(1) |
| 10313 | .m(1) |
| 10314 | .n(16) |
| 10315 | .k(16) |
| 10316 | .cm_stride(19) |
| 10317 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10318 | } |
| 10319 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 10320 | |
| 10321 | |
| 10322 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 10323 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MULL_LD1R, k_eq_8) { |
| 10324 | TEST_REQUIRES_ARM_NEON; |
| 10325 | GemmMicrokernelTester() |
| 10326 | .mr(1) |
| 10327 | .nr(8) |
| 10328 | .kr(4) |
| 10329 | .sr(1) |
| 10330 | .m(1) |
| 10331 | .n(8) |
| 10332 | .k(8) |
| 10333 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10334 | } |
| 10335 | |
| 10336 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MULL_LD1R, strided_cn) { |
| 10337 | TEST_REQUIRES_ARM_NEON; |
| 10338 | GemmMicrokernelTester() |
| 10339 | .mr(1) |
| 10340 | .nr(8) |
| 10341 | .kr(4) |
| 10342 | .sr(1) |
| 10343 | .m(1) |
| 10344 | .n(8) |
| 10345 | .k(8) |
| 10346 | .cn_stride(11) |
| 10347 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10348 | } |
| 10349 | |
| 10350 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MULL_LD1R, k_eq_8_subtile) { |
| 10351 | TEST_REQUIRES_ARM_NEON; |
| 10352 | for (uint32_t n = 1; n <= 8; n++) { |
| 10353 | for (uint32_t m = 1; m <= 1; m++) { |
| 10354 | GemmMicrokernelTester() |
| 10355 | .mr(1) |
| 10356 | .nr(8) |
| 10357 | .kr(4) |
| 10358 | .sr(1) |
| 10359 | .m(m) |
| 10360 | .n(n) |
| 10361 | .k(8) |
| 10362 | .iterations(1) |
| 10363 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10364 | } |
| 10365 | } |
| 10366 | } |
| 10367 | |
| 10368 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MULL_LD1R, k_eq_8_subtile_m) { |
| 10369 | TEST_REQUIRES_ARM_NEON; |
| 10370 | for (uint32_t m = 1; m <= 1; m++) { |
| 10371 | GemmMicrokernelTester() |
| 10372 | .mr(1) |
| 10373 | .nr(8) |
| 10374 | .kr(4) |
| 10375 | .sr(1) |
| 10376 | .m(m) |
| 10377 | .n(8) |
| 10378 | .k(8) |
| 10379 | .iterations(1) |
| 10380 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10381 | } |
| 10382 | } |
| 10383 | |
| 10384 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MULL_LD1R, k_eq_8_subtile_n) { |
| 10385 | TEST_REQUIRES_ARM_NEON; |
| 10386 | for (uint32_t n = 1; n <= 8; n++) { |
| 10387 | GemmMicrokernelTester() |
| 10388 | .mr(1) |
| 10389 | .nr(8) |
| 10390 | .kr(4) |
| 10391 | .sr(1) |
| 10392 | .m(1) |
| 10393 | .n(n) |
| 10394 | .k(8) |
| 10395 | .iterations(1) |
| 10396 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10397 | } |
| 10398 | } |
| 10399 | |
| 10400 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MULL_LD1R, k_lt_8) { |
| 10401 | TEST_REQUIRES_ARM_NEON; |
| 10402 | for (size_t k = 1; k < 8; k++) { |
| 10403 | GemmMicrokernelTester() |
| 10404 | .mr(1) |
| 10405 | .nr(8) |
| 10406 | .kr(4) |
| 10407 | .sr(1) |
| 10408 | .m(1) |
| 10409 | .n(8) |
| 10410 | .k(k) |
| 10411 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10412 | } |
| 10413 | } |
| 10414 | |
| 10415 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MULL_LD1R, k_lt_8_subtile) { |
| 10416 | TEST_REQUIRES_ARM_NEON; |
| 10417 | for (size_t k = 1; k < 8; k++) { |
| 10418 | for (uint32_t n = 1; n <= 8; n++) { |
| 10419 | for (uint32_t m = 1; m <= 1; m++) { |
| 10420 | GemmMicrokernelTester() |
| 10421 | .mr(1) |
| 10422 | .nr(8) |
| 10423 | .kr(4) |
| 10424 | .sr(1) |
| 10425 | .m(m) |
| 10426 | .n(n) |
| 10427 | .k(k) |
| 10428 | .iterations(1) |
| 10429 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10430 | } |
| 10431 | } |
| 10432 | } |
| 10433 | } |
| 10434 | |
| 10435 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MULL_LD1R, k_gt_8) { |
| 10436 | TEST_REQUIRES_ARM_NEON; |
| 10437 | for (size_t k = 9; k < 16; k++) { |
| 10438 | GemmMicrokernelTester() |
| 10439 | .mr(1) |
| 10440 | .nr(8) |
| 10441 | .kr(4) |
| 10442 | .sr(1) |
| 10443 | .m(1) |
| 10444 | .n(8) |
| 10445 | .k(k) |
| 10446 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10447 | } |
| 10448 | } |
| 10449 | |
| 10450 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MULL_LD1R, k_gt_8_subtile) { |
| 10451 | TEST_REQUIRES_ARM_NEON; |
| 10452 | for (size_t k = 9; k < 16; k++) { |
| 10453 | for (uint32_t n = 1; n <= 8; n++) { |
| 10454 | for (uint32_t m = 1; m <= 1; m++) { |
| 10455 | GemmMicrokernelTester() |
| 10456 | .mr(1) |
| 10457 | .nr(8) |
| 10458 | .kr(4) |
| 10459 | .sr(1) |
| 10460 | .m(m) |
| 10461 | .n(n) |
| 10462 | .k(k) |
| 10463 | .iterations(1) |
| 10464 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10465 | } |
| 10466 | } |
| 10467 | } |
| 10468 | } |
| 10469 | |
| 10470 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MULL_LD1R, k_div_8) { |
| 10471 | TEST_REQUIRES_ARM_NEON; |
| 10472 | for (size_t k = 16; k <= 80; k += 8) { |
| 10473 | GemmMicrokernelTester() |
| 10474 | .mr(1) |
| 10475 | .nr(8) |
| 10476 | .kr(4) |
| 10477 | .sr(1) |
| 10478 | .m(1) |
| 10479 | .n(8) |
| 10480 | .k(k) |
| 10481 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10482 | } |
| 10483 | } |
| 10484 | |
| 10485 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MULL_LD1R, k_div_8_subtile) { |
| 10486 | TEST_REQUIRES_ARM_NEON; |
| 10487 | for (size_t k = 16; k <= 80; k += 8) { |
| 10488 | for (uint32_t n = 1; n <= 8; n++) { |
| 10489 | for (uint32_t m = 1; m <= 1; m++) { |
| 10490 | GemmMicrokernelTester() |
| 10491 | .mr(1) |
| 10492 | .nr(8) |
| 10493 | .kr(4) |
| 10494 | .sr(1) |
| 10495 | .m(m) |
| 10496 | .n(n) |
| 10497 | .k(k) |
| 10498 | .iterations(1) |
| 10499 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10500 | } |
| 10501 | } |
| 10502 | } |
| 10503 | } |
| 10504 | |
| 10505 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MULL_LD1R, n_gt_8) { |
| 10506 | TEST_REQUIRES_ARM_NEON; |
| 10507 | for (uint32_t n = 9; n < 16; n++) { |
| 10508 | for (size_t k = 1; k <= 40; k += 9) { |
| 10509 | GemmMicrokernelTester() |
| 10510 | .mr(1) |
| 10511 | .nr(8) |
| 10512 | .kr(4) |
| 10513 | .sr(1) |
| 10514 | .m(1) |
| 10515 | .n(n) |
| 10516 | .k(k) |
| 10517 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10518 | } |
| 10519 | } |
| 10520 | } |
| 10521 | |
| 10522 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MULL_LD1R, n_gt_8_strided_cn) { |
| 10523 | TEST_REQUIRES_ARM_NEON; |
| 10524 | for (uint32_t n = 9; n < 16; n++) { |
| 10525 | for (size_t k = 1; k <= 40; k += 9) { |
| 10526 | GemmMicrokernelTester() |
| 10527 | .mr(1) |
| 10528 | .nr(8) |
| 10529 | .kr(4) |
| 10530 | .sr(1) |
| 10531 | .m(1) |
| 10532 | .n(n) |
| 10533 | .k(k) |
| 10534 | .cn_stride(11) |
| 10535 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10536 | } |
| 10537 | } |
| 10538 | } |
| 10539 | |
| 10540 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MULL_LD1R, n_gt_8_subtile) { |
| 10541 | TEST_REQUIRES_ARM_NEON; |
| 10542 | for (uint32_t n = 9; n < 16; n++) { |
| 10543 | for (size_t k = 1; k <= 40; k += 9) { |
| 10544 | for (uint32_t m = 1; m <= 1; m++) { |
| 10545 | GemmMicrokernelTester() |
| 10546 | .mr(1) |
| 10547 | .nr(8) |
| 10548 | .kr(4) |
| 10549 | .sr(1) |
| 10550 | .m(m) |
| 10551 | .n(n) |
| 10552 | .k(k) |
| 10553 | .iterations(1) |
| 10554 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10555 | } |
| 10556 | } |
| 10557 | } |
| 10558 | } |
| 10559 | |
| 10560 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MULL_LD1R, n_div_8) { |
| 10561 | TEST_REQUIRES_ARM_NEON; |
| 10562 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 10563 | for (size_t k = 1; k <= 40; k += 9) { |
| 10564 | GemmMicrokernelTester() |
| 10565 | .mr(1) |
| 10566 | .nr(8) |
| 10567 | .kr(4) |
| 10568 | .sr(1) |
| 10569 | .m(1) |
| 10570 | .n(n) |
| 10571 | .k(k) |
| 10572 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10573 | } |
| 10574 | } |
| 10575 | } |
| 10576 | |
| 10577 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MULL_LD1R, n_div_8_strided_cn) { |
| 10578 | TEST_REQUIRES_ARM_NEON; |
| 10579 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 10580 | for (size_t k = 1; k <= 40; k += 9) { |
| 10581 | GemmMicrokernelTester() |
| 10582 | .mr(1) |
| 10583 | .nr(8) |
| 10584 | .kr(4) |
| 10585 | .sr(1) |
| 10586 | .m(1) |
| 10587 | .n(n) |
| 10588 | .k(k) |
| 10589 | .cn_stride(11) |
| 10590 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10591 | } |
| 10592 | } |
| 10593 | } |
| 10594 | |
| 10595 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MULL_LD1R, n_div_8_subtile) { |
| 10596 | TEST_REQUIRES_ARM_NEON; |
| 10597 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 10598 | for (size_t k = 1; k <= 40; k += 9) { |
| 10599 | for (uint32_t m = 1; m <= 1; m++) { |
| 10600 | GemmMicrokernelTester() |
| 10601 | .mr(1) |
| 10602 | .nr(8) |
| 10603 | .kr(4) |
| 10604 | .sr(1) |
| 10605 | .m(m) |
| 10606 | .n(n) |
| 10607 | .k(k) |
| 10608 | .iterations(1) |
| 10609 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10610 | } |
| 10611 | } |
| 10612 | } |
| 10613 | } |
| 10614 | |
| 10615 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MULL_LD1R, small_kernel) { |
| 10616 | TEST_REQUIRES_ARM_NEON; |
| 10617 | for (size_t k = 1; k <= 40; k += 9) { |
| 10618 | GemmMicrokernelTester() |
| 10619 | .mr(1) |
| 10620 | .nr(8) |
| 10621 | .kr(4) |
| 10622 | .sr(1) |
| 10623 | .m(1) |
| 10624 | .n(8) |
| 10625 | .k(k) |
| 10626 | .ks(3) |
| 10627 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10628 | } |
| 10629 | } |
| 10630 | |
| 10631 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MULL_LD1R, small_kernel_subtile) { |
| 10632 | TEST_REQUIRES_ARM_NEON; |
| 10633 | for (size_t k = 1; k <= 40; k += 9) { |
| 10634 | for (uint32_t n = 1; n <= 8; n++) { |
| 10635 | for (uint32_t m = 1; m <= 1; m++) { |
| 10636 | GemmMicrokernelTester() |
| 10637 | .mr(1) |
| 10638 | .nr(8) |
| 10639 | .kr(4) |
| 10640 | .sr(1) |
| 10641 | .m(m) |
| 10642 | .n(n) |
| 10643 | .k(k) |
| 10644 | .ks(3) |
| 10645 | .iterations(1) |
| 10646 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10647 | } |
| 10648 | } |
| 10649 | } |
| 10650 | } |
| 10651 | |
| 10652 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MULL_LD1R, n_gt_8_small_kernel) { |
| 10653 | TEST_REQUIRES_ARM_NEON; |
| 10654 | for (uint32_t n = 9; n < 16; n++) { |
| 10655 | for (size_t k = 1; k <= 40; k += 9) { |
| 10656 | GemmMicrokernelTester() |
| 10657 | .mr(1) |
| 10658 | .nr(8) |
| 10659 | .kr(4) |
| 10660 | .sr(1) |
| 10661 | .m(1) |
| 10662 | .n(n) |
| 10663 | .k(k) |
| 10664 | .ks(3) |
| 10665 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10666 | } |
| 10667 | } |
| 10668 | } |
| 10669 | |
| 10670 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MULL_LD1R, n_div_8_small_kernel) { |
| 10671 | TEST_REQUIRES_ARM_NEON; |
| 10672 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 10673 | for (size_t k = 1; k <= 40; k += 9) { |
| 10674 | GemmMicrokernelTester() |
| 10675 | .mr(1) |
| 10676 | .nr(8) |
| 10677 | .kr(4) |
| 10678 | .sr(1) |
| 10679 | .m(1) |
| 10680 | .n(n) |
| 10681 | .k(k) |
| 10682 | .ks(3) |
| 10683 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10684 | } |
| 10685 | } |
| 10686 | } |
| 10687 | |
| 10688 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MULL_LD1R, strided_cm_subtile) { |
| 10689 | TEST_REQUIRES_ARM_NEON; |
| 10690 | for (size_t k = 1; k <= 40; k += 9) { |
| 10691 | for (uint32_t n = 1; n <= 8; n++) { |
| 10692 | for (uint32_t m = 1; m <= 1; m++) { |
| 10693 | GemmMicrokernelTester() |
| 10694 | .mr(1) |
| 10695 | .nr(8) |
| 10696 | .kr(4) |
| 10697 | .sr(1) |
| 10698 | .m(m) |
| 10699 | .n(n) |
| 10700 | .k(k) |
| 10701 | .cm_stride(11) |
| 10702 | .iterations(1) |
| 10703 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10704 | } |
| 10705 | } |
| 10706 | } |
| 10707 | } |
| 10708 | |
| 10709 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MULL_LD1R, a_offset) { |
| 10710 | TEST_REQUIRES_ARM_NEON; |
| 10711 | for (size_t k = 1; k <= 40; k += 9) { |
| 10712 | GemmMicrokernelTester() |
| 10713 | .mr(1) |
| 10714 | .nr(8) |
| 10715 | .kr(4) |
| 10716 | .sr(1) |
| 10717 | .m(1) |
| 10718 | .n(8) |
| 10719 | .k(k) |
| 10720 | .ks(3) |
| 10721 | .a_offset(43) |
| 10722 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10723 | } |
| 10724 | } |
| 10725 | |
| 10726 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MULL_LD1R, zero) { |
| 10727 | TEST_REQUIRES_ARM_NEON; |
| 10728 | for (size_t k = 1; k <= 40; k += 9) { |
| 10729 | for (uint32_t mz = 0; mz < 1; mz++) { |
| 10730 | GemmMicrokernelTester() |
| 10731 | .mr(1) |
| 10732 | .nr(8) |
| 10733 | .kr(4) |
| 10734 | .sr(1) |
| 10735 | .m(1) |
| 10736 | .n(8) |
| 10737 | .k(k) |
| 10738 | .ks(3) |
| 10739 | .a_offset(43) |
| 10740 | .zero_index(mz) |
| 10741 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10742 | } |
| 10743 | } |
| 10744 | } |
| 10745 | |
| 10746 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MULL_LD1R, qmin) { |
| 10747 | TEST_REQUIRES_ARM_NEON; |
| 10748 | GemmMicrokernelTester() |
| 10749 | .mr(1) |
| 10750 | .nr(8) |
| 10751 | .kr(4) |
| 10752 | .sr(1) |
| 10753 | .m(1) |
| 10754 | .n(8) |
| 10755 | .k(8) |
| 10756 | .qmin(128) |
| 10757 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10758 | } |
| 10759 | |
| 10760 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MULL_LD1R, qmax) { |
| 10761 | TEST_REQUIRES_ARM_NEON; |
| 10762 | GemmMicrokernelTester() |
| 10763 | .mr(1) |
| 10764 | .nr(8) |
| 10765 | .kr(4) |
| 10766 | .sr(1) |
| 10767 | .m(1) |
| 10768 | .n(8) |
| 10769 | .k(8) |
| 10770 | .qmax(128) |
| 10771 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10772 | } |
| 10773 | |
| 10774 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MULL_LD1R, strided_cm) { |
| 10775 | TEST_REQUIRES_ARM_NEON; |
| 10776 | GemmMicrokernelTester() |
| 10777 | .mr(1) |
| 10778 | .nr(8) |
| 10779 | .kr(4) |
| 10780 | .sr(1) |
| 10781 | .m(1) |
| 10782 | .n(8) |
| 10783 | .k(8) |
| 10784 | .cm_stride(11) |
| 10785 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mull_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10786 | } |
| 10787 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 10788 | |
| 10789 | |
| 10790 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 10791 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_LD1R, k_eq_16) { |
| 10792 | TEST_REQUIRES_ARM_NEON; |
| 10793 | GemmMicrokernelTester() |
| 10794 | .mr(1) |
| 10795 | .nr(8) |
| 10796 | .kr(4) |
| 10797 | .sr(1) |
| 10798 | .m(1) |
| 10799 | .n(8) |
| 10800 | .k(16) |
| 10801 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10802 | } |
| 10803 | |
| 10804 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_LD1R, strided_cn) { |
| 10805 | TEST_REQUIRES_ARM_NEON; |
| 10806 | GemmMicrokernelTester() |
| 10807 | .mr(1) |
| 10808 | .nr(8) |
| 10809 | .kr(4) |
| 10810 | .sr(1) |
| 10811 | .m(1) |
| 10812 | .n(8) |
| 10813 | .k(16) |
| 10814 | .cn_stride(11) |
| 10815 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10816 | } |
| 10817 | |
| 10818 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_LD1R, k_eq_16_subtile) { |
| 10819 | TEST_REQUIRES_ARM_NEON; |
| 10820 | for (uint32_t n = 1; n <= 8; n++) { |
| 10821 | for (uint32_t m = 1; m <= 1; m++) { |
| 10822 | GemmMicrokernelTester() |
| 10823 | .mr(1) |
| 10824 | .nr(8) |
| 10825 | .kr(4) |
| 10826 | .sr(1) |
| 10827 | .m(m) |
| 10828 | .n(n) |
| 10829 | .k(16) |
| 10830 | .iterations(1) |
| 10831 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10832 | } |
| 10833 | } |
| 10834 | } |
| 10835 | |
| 10836 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_LD1R, k_eq_16_subtile_m) { |
| 10837 | TEST_REQUIRES_ARM_NEON; |
| 10838 | for (uint32_t m = 1; m <= 1; m++) { |
| 10839 | GemmMicrokernelTester() |
| 10840 | .mr(1) |
| 10841 | .nr(8) |
| 10842 | .kr(4) |
| 10843 | .sr(1) |
| 10844 | .m(m) |
| 10845 | .n(8) |
| 10846 | .k(16) |
| 10847 | .iterations(1) |
| 10848 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10849 | } |
| 10850 | } |
| 10851 | |
| 10852 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_LD1R, k_eq_16_subtile_n) { |
| 10853 | TEST_REQUIRES_ARM_NEON; |
| 10854 | for (uint32_t n = 1; n <= 8; n++) { |
| 10855 | GemmMicrokernelTester() |
| 10856 | .mr(1) |
| 10857 | .nr(8) |
| 10858 | .kr(4) |
| 10859 | .sr(1) |
| 10860 | .m(1) |
| 10861 | .n(n) |
| 10862 | .k(16) |
| 10863 | .iterations(1) |
| 10864 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10865 | } |
| 10866 | } |
| 10867 | |
| 10868 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_LD1R, k_lt_16) { |
| 10869 | TEST_REQUIRES_ARM_NEON; |
| 10870 | for (size_t k = 1; k < 16; k++) { |
| 10871 | GemmMicrokernelTester() |
| 10872 | .mr(1) |
| 10873 | .nr(8) |
| 10874 | .kr(4) |
| 10875 | .sr(1) |
| 10876 | .m(1) |
| 10877 | .n(8) |
| 10878 | .k(k) |
| 10879 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10880 | } |
| 10881 | } |
| 10882 | |
| 10883 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_LD1R, k_lt_16_subtile) { |
| 10884 | TEST_REQUIRES_ARM_NEON; |
| 10885 | for (size_t k = 1; k < 16; k++) { |
| 10886 | for (uint32_t n = 1; n <= 8; n++) { |
| 10887 | for (uint32_t m = 1; m <= 1; m++) { |
| 10888 | GemmMicrokernelTester() |
| 10889 | .mr(1) |
| 10890 | .nr(8) |
| 10891 | .kr(4) |
| 10892 | .sr(1) |
| 10893 | .m(m) |
| 10894 | .n(n) |
| 10895 | .k(k) |
| 10896 | .iterations(1) |
| 10897 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10898 | } |
| 10899 | } |
| 10900 | } |
| 10901 | } |
| 10902 | |
| 10903 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_LD1R, k_gt_16) { |
| 10904 | TEST_REQUIRES_ARM_NEON; |
| 10905 | for (size_t k = 17; k < 32; k++) { |
| 10906 | GemmMicrokernelTester() |
| 10907 | .mr(1) |
| 10908 | .nr(8) |
| 10909 | .kr(4) |
| 10910 | .sr(1) |
| 10911 | .m(1) |
| 10912 | .n(8) |
| 10913 | .k(k) |
| 10914 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10915 | } |
| 10916 | } |
| 10917 | |
| 10918 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_LD1R, k_gt_16_subtile) { |
| 10919 | TEST_REQUIRES_ARM_NEON; |
| 10920 | for (size_t k = 17; k < 32; k++) { |
| 10921 | for (uint32_t n = 1; n <= 8; n++) { |
| 10922 | for (uint32_t m = 1; m <= 1; m++) { |
| 10923 | GemmMicrokernelTester() |
| 10924 | .mr(1) |
| 10925 | .nr(8) |
| 10926 | .kr(4) |
| 10927 | .sr(1) |
| 10928 | .m(m) |
| 10929 | .n(n) |
| 10930 | .k(k) |
| 10931 | .iterations(1) |
| 10932 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10933 | } |
| 10934 | } |
| 10935 | } |
| 10936 | } |
| 10937 | |
| 10938 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_LD1R, k_div_16) { |
| 10939 | TEST_REQUIRES_ARM_NEON; |
| 10940 | for (size_t k = 32; k <= 160; k += 16) { |
| 10941 | GemmMicrokernelTester() |
| 10942 | .mr(1) |
| 10943 | .nr(8) |
| 10944 | .kr(4) |
| 10945 | .sr(1) |
| 10946 | .m(1) |
| 10947 | .n(8) |
| 10948 | .k(k) |
| 10949 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10950 | } |
| 10951 | } |
| 10952 | |
| 10953 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_LD1R, k_div_16_subtile) { |
| 10954 | TEST_REQUIRES_ARM_NEON; |
| 10955 | for (size_t k = 32; k <= 160; k += 16) { |
| 10956 | for (uint32_t n = 1; n <= 8; n++) { |
| 10957 | for (uint32_t m = 1; m <= 1; m++) { |
| 10958 | GemmMicrokernelTester() |
| 10959 | .mr(1) |
| 10960 | .nr(8) |
| 10961 | .kr(4) |
| 10962 | .sr(1) |
| 10963 | .m(m) |
| 10964 | .n(n) |
| 10965 | .k(k) |
| 10966 | .iterations(1) |
| 10967 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10968 | } |
| 10969 | } |
| 10970 | } |
| 10971 | } |
| 10972 | |
| 10973 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_LD1R, n_gt_8) { |
| 10974 | TEST_REQUIRES_ARM_NEON; |
| 10975 | for (uint32_t n = 9; n < 16; n++) { |
| 10976 | for (size_t k = 1; k <= 80; k += 17) { |
| 10977 | GemmMicrokernelTester() |
| 10978 | .mr(1) |
| 10979 | .nr(8) |
| 10980 | .kr(4) |
| 10981 | .sr(1) |
| 10982 | .m(1) |
| 10983 | .n(n) |
| 10984 | .k(k) |
| 10985 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 10986 | } |
| 10987 | } |
| 10988 | } |
| 10989 | |
| 10990 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_LD1R, n_gt_8_strided_cn) { |
| 10991 | TEST_REQUIRES_ARM_NEON; |
| 10992 | for (uint32_t n = 9; n < 16; n++) { |
| 10993 | for (size_t k = 1; k <= 80; k += 17) { |
| 10994 | GemmMicrokernelTester() |
| 10995 | .mr(1) |
| 10996 | .nr(8) |
| 10997 | .kr(4) |
| 10998 | .sr(1) |
| 10999 | .m(1) |
| 11000 | .n(n) |
| 11001 | .k(k) |
| 11002 | .cn_stride(11) |
| 11003 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11004 | } |
| 11005 | } |
| 11006 | } |
| 11007 | |
| 11008 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_LD1R, n_gt_8_subtile) { |
| 11009 | TEST_REQUIRES_ARM_NEON; |
| 11010 | for (uint32_t n = 9; n < 16; n++) { |
| 11011 | for (size_t k = 1; k <= 80; k += 17) { |
| 11012 | for (uint32_t m = 1; m <= 1; m++) { |
| 11013 | GemmMicrokernelTester() |
| 11014 | .mr(1) |
| 11015 | .nr(8) |
| 11016 | .kr(4) |
| 11017 | .sr(1) |
| 11018 | .m(m) |
| 11019 | .n(n) |
| 11020 | .k(k) |
| 11021 | .iterations(1) |
| 11022 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11023 | } |
| 11024 | } |
| 11025 | } |
| 11026 | } |
| 11027 | |
| 11028 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_LD1R, n_div_8) { |
| 11029 | TEST_REQUIRES_ARM_NEON; |
| 11030 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 11031 | for (size_t k = 1; k <= 80; k += 17) { |
| 11032 | GemmMicrokernelTester() |
| 11033 | .mr(1) |
| 11034 | .nr(8) |
| 11035 | .kr(4) |
| 11036 | .sr(1) |
| 11037 | .m(1) |
| 11038 | .n(n) |
| 11039 | .k(k) |
| 11040 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11041 | } |
| 11042 | } |
| 11043 | } |
| 11044 | |
| 11045 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_LD1R, n_div_8_strided_cn) { |
| 11046 | TEST_REQUIRES_ARM_NEON; |
| 11047 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 11048 | for (size_t k = 1; k <= 80; k += 17) { |
| 11049 | GemmMicrokernelTester() |
| 11050 | .mr(1) |
| 11051 | .nr(8) |
| 11052 | .kr(4) |
| 11053 | .sr(1) |
| 11054 | .m(1) |
| 11055 | .n(n) |
| 11056 | .k(k) |
| 11057 | .cn_stride(11) |
| 11058 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11059 | } |
| 11060 | } |
| 11061 | } |
| 11062 | |
| 11063 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_LD1R, n_div_8_subtile) { |
| 11064 | TEST_REQUIRES_ARM_NEON; |
| 11065 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 11066 | for (size_t k = 1; k <= 80; k += 17) { |
| 11067 | for (uint32_t m = 1; m <= 1; m++) { |
| 11068 | GemmMicrokernelTester() |
| 11069 | .mr(1) |
| 11070 | .nr(8) |
| 11071 | .kr(4) |
| 11072 | .sr(1) |
| 11073 | .m(m) |
| 11074 | .n(n) |
| 11075 | .k(k) |
| 11076 | .iterations(1) |
| 11077 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11078 | } |
| 11079 | } |
| 11080 | } |
| 11081 | } |
| 11082 | |
| 11083 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_LD1R, small_kernel) { |
| 11084 | TEST_REQUIRES_ARM_NEON; |
| 11085 | for (size_t k = 1; k <= 80; k += 17) { |
| 11086 | GemmMicrokernelTester() |
| 11087 | .mr(1) |
| 11088 | .nr(8) |
| 11089 | .kr(4) |
| 11090 | .sr(1) |
| 11091 | .m(1) |
| 11092 | .n(8) |
| 11093 | .k(k) |
| 11094 | .ks(3) |
| 11095 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11096 | } |
| 11097 | } |
| 11098 | |
| 11099 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_LD1R, small_kernel_subtile) { |
| 11100 | TEST_REQUIRES_ARM_NEON; |
| 11101 | for (size_t k = 1; k <= 80; k += 17) { |
| 11102 | for (uint32_t n = 1; n <= 8; n++) { |
| 11103 | for (uint32_t m = 1; m <= 1; m++) { |
| 11104 | GemmMicrokernelTester() |
| 11105 | .mr(1) |
| 11106 | .nr(8) |
| 11107 | .kr(4) |
| 11108 | .sr(1) |
| 11109 | .m(m) |
| 11110 | .n(n) |
| 11111 | .k(k) |
| 11112 | .ks(3) |
| 11113 | .iterations(1) |
| 11114 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11115 | } |
| 11116 | } |
| 11117 | } |
| 11118 | } |
| 11119 | |
| 11120 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_LD1R, n_gt_8_small_kernel) { |
| 11121 | TEST_REQUIRES_ARM_NEON; |
| 11122 | for (uint32_t n = 9; n < 16; n++) { |
| 11123 | for (size_t k = 1; k <= 80; k += 17) { |
| 11124 | GemmMicrokernelTester() |
| 11125 | .mr(1) |
| 11126 | .nr(8) |
| 11127 | .kr(4) |
| 11128 | .sr(1) |
| 11129 | .m(1) |
| 11130 | .n(n) |
| 11131 | .k(k) |
| 11132 | .ks(3) |
| 11133 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11134 | } |
| 11135 | } |
| 11136 | } |
| 11137 | |
| 11138 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_LD1R, n_div_8_small_kernel) { |
| 11139 | TEST_REQUIRES_ARM_NEON; |
| 11140 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 11141 | for (size_t k = 1; k <= 80; k += 17) { |
| 11142 | GemmMicrokernelTester() |
| 11143 | .mr(1) |
| 11144 | .nr(8) |
| 11145 | .kr(4) |
| 11146 | .sr(1) |
| 11147 | .m(1) |
| 11148 | .n(n) |
| 11149 | .k(k) |
| 11150 | .ks(3) |
| 11151 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11152 | } |
| 11153 | } |
| 11154 | } |
| 11155 | |
| 11156 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_LD1R, strided_cm_subtile) { |
| 11157 | TEST_REQUIRES_ARM_NEON; |
| 11158 | for (size_t k = 1; k <= 80; k += 17) { |
| 11159 | for (uint32_t n = 1; n <= 8; n++) { |
| 11160 | for (uint32_t m = 1; m <= 1; m++) { |
| 11161 | GemmMicrokernelTester() |
| 11162 | .mr(1) |
| 11163 | .nr(8) |
| 11164 | .kr(4) |
| 11165 | .sr(1) |
| 11166 | .m(m) |
| 11167 | .n(n) |
| 11168 | .k(k) |
| 11169 | .cm_stride(11) |
| 11170 | .iterations(1) |
| 11171 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11172 | } |
| 11173 | } |
| 11174 | } |
| 11175 | } |
| 11176 | |
| 11177 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_LD1R, a_offset) { |
| 11178 | TEST_REQUIRES_ARM_NEON; |
| 11179 | for (size_t k = 1; k <= 80; k += 17) { |
| 11180 | GemmMicrokernelTester() |
| 11181 | .mr(1) |
| 11182 | .nr(8) |
| 11183 | .kr(4) |
| 11184 | .sr(1) |
| 11185 | .m(1) |
| 11186 | .n(8) |
| 11187 | .k(k) |
| 11188 | .ks(3) |
| 11189 | .a_offset(83) |
| 11190 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11191 | } |
| 11192 | } |
| 11193 | |
| 11194 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_LD1R, zero) { |
| 11195 | TEST_REQUIRES_ARM_NEON; |
| 11196 | for (size_t k = 1; k <= 80; k += 17) { |
| 11197 | for (uint32_t mz = 0; mz < 1; mz++) { |
| 11198 | GemmMicrokernelTester() |
| 11199 | .mr(1) |
| 11200 | .nr(8) |
| 11201 | .kr(4) |
| 11202 | .sr(1) |
| 11203 | .m(1) |
| 11204 | .n(8) |
| 11205 | .k(k) |
| 11206 | .ks(3) |
| 11207 | .a_offset(83) |
| 11208 | .zero_index(mz) |
| 11209 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11210 | } |
| 11211 | } |
| 11212 | } |
| 11213 | |
| 11214 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_LD1R, qmin) { |
| 11215 | TEST_REQUIRES_ARM_NEON; |
| 11216 | GemmMicrokernelTester() |
| 11217 | .mr(1) |
| 11218 | .nr(8) |
| 11219 | .kr(4) |
| 11220 | .sr(1) |
| 11221 | .m(1) |
| 11222 | .n(8) |
| 11223 | .k(16) |
| 11224 | .qmin(128) |
| 11225 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11226 | } |
| 11227 | |
| 11228 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_LD1R, qmax) { |
| 11229 | TEST_REQUIRES_ARM_NEON; |
| 11230 | GemmMicrokernelTester() |
| 11231 | .mr(1) |
| 11232 | .nr(8) |
| 11233 | .kr(4) |
| 11234 | .sr(1) |
| 11235 | .m(1) |
| 11236 | .n(8) |
| 11237 | .k(16) |
| 11238 | .qmax(128) |
| 11239 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11240 | } |
| 11241 | |
| 11242 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C4__NEON_MLAL_LD1R, strided_cm) { |
| 11243 | TEST_REQUIRES_ARM_NEON; |
| 11244 | GemmMicrokernelTester() |
| 11245 | .mr(1) |
| 11246 | .nr(8) |
| 11247 | .kr(4) |
| 11248 | .sr(1) |
| 11249 | .m(1) |
| 11250 | .n(8) |
| 11251 | .k(16) |
| 11252 | .cm_stride(11) |
| 11253 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_ld1r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11254 | } |
| 11255 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 11256 | |
| 11257 | |
| 11258 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 11259 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MULL_LD2R, k_eq_8) { |
| 11260 | TEST_REQUIRES_ARM_NEON; |
| 11261 | GemmMicrokernelTester() |
| 11262 | .mr(2) |
| 11263 | .nr(8) |
| 11264 | .kr(4) |
| 11265 | .sr(1) |
| 11266 | .m(2) |
| 11267 | .n(8) |
| 11268 | .k(8) |
| 11269 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11270 | } |
| 11271 | |
| 11272 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MULL_LD2R, strided_cn) { |
| 11273 | TEST_REQUIRES_ARM_NEON; |
| 11274 | GemmMicrokernelTester() |
| 11275 | .mr(2) |
| 11276 | .nr(8) |
| 11277 | .kr(4) |
| 11278 | .sr(1) |
| 11279 | .m(2) |
| 11280 | .n(8) |
| 11281 | .k(8) |
| 11282 | .cn_stride(11) |
| 11283 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11284 | } |
| 11285 | |
| 11286 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MULL_LD2R, k_eq_8_subtile) { |
| 11287 | TEST_REQUIRES_ARM_NEON; |
| 11288 | for (uint32_t n = 1; n <= 8; n++) { |
| 11289 | for (uint32_t m = 1; m <= 2; m++) { |
| 11290 | GemmMicrokernelTester() |
| 11291 | .mr(2) |
| 11292 | .nr(8) |
| 11293 | .kr(4) |
| 11294 | .sr(1) |
| 11295 | .m(m) |
| 11296 | .n(n) |
| 11297 | .k(8) |
| 11298 | .iterations(1) |
| 11299 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11300 | } |
| 11301 | } |
| 11302 | } |
| 11303 | |
| 11304 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MULL_LD2R, k_eq_8_subtile_m) { |
| 11305 | TEST_REQUIRES_ARM_NEON; |
| 11306 | for (uint32_t m = 1; m <= 2; m++) { |
| 11307 | GemmMicrokernelTester() |
| 11308 | .mr(2) |
| 11309 | .nr(8) |
| 11310 | .kr(4) |
| 11311 | .sr(1) |
| 11312 | .m(m) |
| 11313 | .n(8) |
| 11314 | .k(8) |
| 11315 | .iterations(1) |
| 11316 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11317 | } |
| 11318 | } |
| 11319 | |
| 11320 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MULL_LD2R, k_eq_8_subtile_n) { |
| 11321 | TEST_REQUIRES_ARM_NEON; |
| 11322 | for (uint32_t n = 1; n <= 8; n++) { |
| 11323 | GemmMicrokernelTester() |
| 11324 | .mr(2) |
| 11325 | .nr(8) |
| 11326 | .kr(4) |
| 11327 | .sr(1) |
| 11328 | .m(2) |
| 11329 | .n(n) |
| 11330 | .k(8) |
| 11331 | .iterations(1) |
| 11332 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11333 | } |
| 11334 | } |
| 11335 | |
| 11336 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MULL_LD2R, k_lt_8) { |
| 11337 | TEST_REQUIRES_ARM_NEON; |
| 11338 | for (size_t k = 1; k < 8; k++) { |
| 11339 | GemmMicrokernelTester() |
| 11340 | .mr(2) |
| 11341 | .nr(8) |
| 11342 | .kr(4) |
| 11343 | .sr(1) |
| 11344 | .m(2) |
| 11345 | .n(8) |
| 11346 | .k(k) |
| 11347 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11348 | } |
| 11349 | } |
| 11350 | |
| 11351 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MULL_LD2R, k_lt_8_subtile) { |
| 11352 | TEST_REQUIRES_ARM_NEON; |
| 11353 | for (size_t k = 1; k < 8; k++) { |
| 11354 | for (uint32_t n = 1; n <= 8; n++) { |
| 11355 | for (uint32_t m = 1; m <= 2; m++) { |
| 11356 | GemmMicrokernelTester() |
| 11357 | .mr(2) |
| 11358 | .nr(8) |
| 11359 | .kr(4) |
| 11360 | .sr(1) |
| 11361 | .m(m) |
| 11362 | .n(n) |
| 11363 | .k(k) |
| 11364 | .iterations(1) |
| 11365 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11366 | } |
| 11367 | } |
| 11368 | } |
| 11369 | } |
| 11370 | |
| 11371 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MULL_LD2R, k_gt_8) { |
| 11372 | TEST_REQUIRES_ARM_NEON; |
| 11373 | for (size_t k = 9; k < 16; k++) { |
| 11374 | GemmMicrokernelTester() |
| 11375 | .mr(2) |
| 11376 | .nr(8) |
| 11377 | .kr(4) |
| 11378 | .sr(1) |
| 11379 | .m(2) |
| 11380 | .n(8) |
| 11381 | .k(k) |
| 11382 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11383 | } |
| 11384 | } |
| 11385 | |
| 11386 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MULL_LD2R, k_gt_8_subtile) { |
| 11387 | TEST_REQUIRES_ARM_NEON; |
| 11388 | for (size_t k = 9; k < 16; k++) { |
| 11389 | for (uint32_t n = 1; n <= 8; n++) { |
| 11390 | for (uint32_t m = 1; m <= 2; m++) { |
| 11391 | GemmMicrokernelTester() |
| 11392 | .mr(2) |
| 11393 | .nr(8) |
| 11394 | .kr(4) |
| 11395 | .sr(1) |
| 11396 | .m(m) |
| 11397 | .n(n) |
| 11398 | .k(k) |
| 11399 | .iterations(1) |
| 11400 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11401 | } |
| 11402 | } |
| 11403 | } |
| 11404 | } |
| 11405 | |
| 11406 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MULL_LD2R, k_div_8) { |
| 11407 | TEST_REQUIRES_ARM_NEON; |
| 11408 | for (size_t k = 16; k <= 80; k += 8) { |
| 11409 | GemmMicrokernelTester() |
| 11410 | .mr(2) |
| 11411 | .nr(8) |
| 11412 | .kr(4) |
| 11413 | .sr(1) |
| 11414 | .m(2) |
| 11415 | .n(8) |
| 11416 | .k(k) |
| 11417 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11418 | } |
| 11419 | } |
| 11420 | |
| 11421 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MULL_LD2R, k_div_8_subtile) { |
| 11422 | TEST_REQUIRES_ARM_NEON; |
| 11423 | for (size_t k = 16; k <= 80; k += 8) { |
| 11424 | for (uint32_t n = 1; n <= 8; n++) { |
| 11425 | for (uint32_t m = 1; m <= 2; m++) { |
| 11426 | GemmMicrokernelTester() |
| 11427 | .mr(2) |
| 11428 | .nr(8) |
| 11429 | .kr(4) |
| 11430 | .sr(1) |
| 11431 | .m(m) |
| 11432 | .n(n) |
| 11433 | .k(k) |
| 11434 | .iterations(1) |
| 11435 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11436 | } |
| 11437 | } |
| 11438 | } |
| 11439 | } |
| 11440 | |
| 11441 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MULL_LD2R, n_gt_8) { |
| 11442 | TEST_REQUIRES_ARM_NEON; |
| 11443 | for (uint32_t n = 9; n < 16; n++) { |
| 11444 | for (size_t k = 1; k <= 40; k += 9) { |
| 11445 | GemmMicrokernelTester() |
| 11446 | .mr(2) |
| 11447 | .nr(8) |
| 11448 | .kr(4) |
| 11449 | .sr(1) |
| 11450 | .m(2) |
| 11451 | .n(n) |
| 11452 | .k(k) |
| 11453 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11454 | } |
| 11455 | } |
| 11456 | } |
| 11457 | |
| 11458 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MULL_LD2R, n_gt_8_strided_cn) { |
| 11459 | TEST_REQUIRES_ARM_NEON; |
| 11460 | for (uint32_t n = 9; n < 16; n++) { |
| 11461 | for (size_t k = 1; k <= 40; k += 9) { |
| 11462 | GemmMicrokernelTester() |
| 11463 | .mr(2) |
| 11464 | .nr(8) |
| 11465 | .kr(4) |
| 11466 | .sr(1) |
| 11467 | .m(2) |
| 11468 | .n(n) |
| 11469 | .k(k) |
| 11470 | .cn_stride(11) |
| 11471 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11472 | } |
| 11473 | } |
| 11474 | } |
| 11475 | |
| 11476 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MULL_LD2R, n_gt_8_subtile) { |
| 11477 | TEST_REQUIRES_ARM_NEON; |
| 11478 | for (uint32_t n = 9; n < 16; n++) { |
| 11479 | for (size_t k = 1; k <= 40; k += 9) { |
| 11480 | for (uint32_t m = 1; m <= 2; m++) { |
| 11481 | GemmMicrokernelTester() |
| 11482 | .mr(2) |
| 11483 | .nr(8) |
| 11484 | .kr(4) |
| 11485 | .sr(1) |
| 11486 | .m(m) |
| 11487 | .n(n) |
| 11488 | .k(k) |
| 11489 | .iterations(1) |
| 11490 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11491 | } |
| 11492 | } |
| 11493 | } |
| 11494 | } |
| 11495 | |
| 11496 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MULL_LD2R, n_div_8) { |
| 11497 | TEST_REQUIRES_ARM_NEON; |
| 11498 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 11499 | for (size_t k = 1; k <= 40; k += 9) { |
| 11500 | GemmMicrokernelTester() |
| 11501 | .mr(2) |
| 11502 | .nr(8) |
| 11503 | .kr(4) |
| 11504 | .sr(1) |
| 11505 | .m(2) |
| 11506 | .n(n) |
| 11507 | .k(k) |
| 11508 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11509 | } |
| 11510 | } |
| 11511 | } |
| 11512 | |
| 11513 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MULL_LD2R, n_div_8_strided_cn) { |
| 11514 | TEST_REQUIRES_ARM_NEON; |
| 11515 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 11516 | for (size_t k = 1; k <= 40; k += 9) { |
| 11517 | GemmMicrokernelTester() |
| 11518 | .mr(2) |
| 11519 | .nr(8) |
| 11520 | .kr(4) |
| 11521 | .sr(1) |
| 11522 | .m(2) |
| 11523 | .n(n) |
| 11524 | .k(k) |
| 11525 | .cn_stride(11) |
| 11526 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11527 | } |
| 11528 | } |
| 11529 | } |
| 11530 | |
| 11531 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MULL_LD2R, n_div_8_subtile) { |
| 11532 | TEST_REQUIRES_ARM_NEON; |
| 11533 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 11534 | for (size_t k = 1; k <= 40; k += 9) { |
| 11535 | for (uint32_t m = 1; m <= 2; m++) { |
| 11536 | GemmMicrokernelTester() |
| 11537 | .mr(2) |
| 11538 | .nr(8) |
| 11539 | .kr(4) |
| 11540 | .sr(1) |
| 11541 | .m(m) |
| 11542 | .n(n) |
| 11543 | .k(k) |
| 11544 | .iterations(1) |
| 11545 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11546 | } |
| 11547 | } |
| 11548 | } |
| 11549 | } |
| 11550 | |
| 11551 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MULL_LD2R, small_kernel) { |
| 11552 | TEST_REQUIRES_ARM_NEON; |
| 11553 | for (size_t k = 1; k <= 40; k += 9) { |
| 11554 | GemmMicrokernelTester() |
| 11555 | .mr(2) |
| 11556 | .nr(8) |
| 11557 | .kr(4) |
| 11558 | .sr(1) |
| 11559 | .m(2) |
| 11560 | .n(8) |
| 11561 | .k(k) |
| 11562 | .ks(3) |
| 11563 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11564 | } |
| 11565 | } |
| 11566 | |
| 11567 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MULL_LD2R, small_kernel_subtile) { |
| 11568 | TEST_REQUIRES_ARM_NEON; |
| 11569 | for (size_t k = 1; k <= 40; k += 9) { |
| 11570 | for (uint32_t n = 1; n <= 8; n++) { |
| 11571 | for (uint32_t m = 1; m <= 2; m++) { |
| 11572 | GemmMicrokernelTester() |
| 11573 | .mr(2) |
| 11574 | .nr(8) |
| 11575 | .kr(4) |
| 11576 | .sr(1) |
| 11577 | .m(m) |
| 11578 | .n(n) |
| 11579 | .k(k) |
| 11580 | .ks(3) |
| 11581 | .iterations(1) |
| 11582 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11583 | } |
| 11584 | } |
| 11585 | } |
| 11586 | } |
| 11587 | |
| 11588 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MULL_LD2R, n_gt_8_small_kernel) { |
| 11589 | TEST_REQUIRES_ARM_NEON; |
| 11590 | for (uint32_t n = 9; n < 16; n++) { |
| 11591 | for (size_t k = 1; k <= 40; k += 9) { |
| 11592 | GemmMicrokernelTester() |
| 11593 | .mr(2) |
| 11594 | .nr(8) |
| 11595 | .kr(4) |
| 11596 | .sr(1) |
| 11597 | .m(2) |
| 11598 | .n(n) |
| 11599 | .k(k) |
| 11600 | .ks(3) |
| 11601 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11602 | } |
| 11603 | } |
| 11604 | } |
| 11605 | |
| 11606 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MULL_LD2R, n_div_8_small_kernel) { |
| 11607 | TEST_REQUIRES_ARM_NEON; |
| 11608 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 11609 | for (size_t k = 1; k <= 40; k += 9) { |
| 11610 | GemmMicrokernelTester() |
| 11611 | .mr(2) |
| 11612 | .nr(8) |
| 11613 | .kr(4) |
| 11614 | .sr(1) |
| 11615 | .m(2) |
| 11616 | .n(n) |
| 11617 | .k(k) |
| 11618 | .ks(3) |
| 11619 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11620 | } |
| 11621 | } |
| 11622 | } |
| 11623 | |
| 11624 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MULL_LD2R, strided_cm_subtile) { |
| 11625 | TEST_REQUIRES_ARM_NEON; |
| 11626 | for (size_t k = 1; k <= 40; k += 9) { |
| 11627 | for (uint32_t n = 1; n <= 8; n++) { |
| 11628 | for (uint32_t m = 1; m <= 2; m++) { |
| 11629 | GemmMicrokernelTester() |
| 11630 | .mr(2) |
| 11631 | .nr(8) |
| 11632 | .kr(4) |
| 11633 | .sr(1) |
| 11634 | .m(m) |
| 11635 | .n(n) |
| 11636 | .k(k) |
| 11637 | .cm_stride(11) |
| 11638 | .iterations(1) |
| 11639 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11640 | } |
| 11641 | } |
| 11642 | } |
| 11643 | } |
| 11644 | |
| 11645 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MULL_LD2R, a_offset) { |
| 11646 | TEST_REQUIRES_ARM_NEON; |
| 11647 | for (size_t k = 1; k <= 40; k += 9) { |
| 11648 | GemmMicrokernelTester() |
| 11649 | .mr(2) |
| 11650 | .nr(8) |
| 11651 | .kr(4) |
| 11652 | .sr(1) |
| 11653 | .m(2) |
| 11654 | .n(8) |
| 11655 | .k(k) |
| 11656 | .ks(3) |
| 11657 | .a_offset(83) |
| 11658 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11659 | } |
| 11660 | } |
| 11661 | |
| 11662 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MULL_LD2R, zero) { |
| 11663 | TEST_REQUIRES_ARM_NEON; |
| 11664 | for (size_t k = 1; k <= 40; k += 9) { |
| 11665 | for (uint32_t mz = 0; mz < 2; mz++) { |
| 11666 | GemmMicrokernelTester() |
| 11667 | .mr(2) |
| 11668 | .nr(8) |
| 11669 | .kr(4) |
| 11670 | .sr(1) |
| 11671 | .m(2) |
| 11672 | .n(8) |
| 11673 | .k(k) |
| 11674 | .ks(3) |
| 11675 | .a_offset(83) |
| 11676 | .zero_index(mz) |
| 11677 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11678 | } |
| 11679 | } |
| 11680 | } |
| 11681 | |
| 11682 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MULL_LD2R, qmin) { |
| 11683 | TEST_REQUIRES_ARM_NEON; |
| 11684 | GemmMicrokernelTester() |
| 11685 | .mr(2) |
| 11686 | .nr(8) |
| 11687 | .kr(4) |
| 11688 | .sr(1) |
| 11689 | .m(2) |
| 11690 | .n(8) |
| 11691 | .k(8) |
| 11692 | .qmin(128) |
| 11693 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11694 | } |
| 11695 | |
| 11696 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MULL_LD2R, qmax) { |
| 11697 | TEST_REQUIRES_ARM_NEON; |
| 11698 | GemmMicrokernelTester() |
| 11699 | .mr(2) |
| 11700 | .nr(8) |
| 11701 | .kr(4) |
| 11702 | .sr(1) |
| 11703 | .m(2) |
| 11704 | .n(8) |
| 11705 | .k(8) |
| 11706 | .qmax(128) |
| 11707 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11708 | } |
| 11709 | |
| 11710 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MULL_LD2R, strided_cm) { |
| 11711 | TEST_REQUIRES_ARM_NEON; |
| 11712 | GemmMicrokernelTester() |
| 11713 | .mr(2) |
| 11714 | .nr(8) |
| 11715 | .kr(4) |
| 11716 | .sr(1) |
| 11717 | .m(2) |
| 11718 | .n(8) |
| 11719 | .k(8) |
| 11720 | .cm_stride(11) |
| 11721 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mull_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11722 | } |
| 11723 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 11724 | |
| 11725 | |
| 11726 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 11727 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MLAL_LD2R, k_eq_16) { |
| 11728 | TEST_REQUIRES_ARM_NEON; |
| 11729 | GemmMicrokernelTester() |
| 11730 | .mr(2) |
| 11731 | .nr(8) |
| 11732 | .kr(4) |
| 11733 | .sr(1) |
| 11734 | .m(2) |
| 11735 | .n(8) |
| 11736 | .k(16) |
| 11737 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11738 | } |
| 11739 | |
| 11740 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MLAL_LD2R, strided_cn) { |
| 11741 | TEST_REQUIRES_ARM_NEON; |
| 11742 | GemmMicrokernelTester() |
| 11743 | .mr(2) |
| 11744 | .nr(8) |
| 11745 | .kr(4) |
| 11746 | .sr(1) |
| 11747 | .m(2) |
| 11748 | .n(8) |
| 11749 | .k(16) |
| 11750 | .cn_stride(11) |
| 11751 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11752 | } |
| 11753 | |
| 11754 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MLAL_LD2R, k_eq_16_subtile) { |
| 11755 | TEST_REQUIRES_ARM_NEON; |
| 11756 | for (uint32_t n = 1; n <= 8; n++) { |
| 11757 | for (uint32_t m = 1; m <= 2; m++) { |
| 11758 | GemmMicrokernelTester() |
| 11759 | .mr(2) |
| 11760 | .nr(8) |
| 11761 | .kr(4) |
| 11762 | .sr(1) |
| 11763 | .m(m) |
| 11764 | .n(n) |
| 11765 | .k(16) |
| 11766 | .iterations(1) |
| 11767 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11768 | } |
| 11769 | } |
| 11770 | } |
| 11771 | |
| 11772 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MLAL_LD2R, k_eq_16_subtile_m) { |
| 11773 | TEST_REQUIRES_ARM_NEON; |
| 11774 | for (uint32_t m = 1; m <= 2; m++) { |
| 11775 | GemmMicrokernelTester() |
| 11776 | .mr(2) |
| 11777 | .nr(8) |
| 11778 | .kr(4) |
| 11779 | .sr(1) |
| 11780 | .m(m) |
| 11781 | .n(8) |
| 11782 | .k(16) |
| 11783 | .iterations(1) |
| 11784 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11785 | } |
| 11786 | } |
| 11787 | |
| 11788 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MLAL_LD2R, k_eq_16_subtile_n) { |
| 11789 | TEST_REQUIRES_ARM_NEON; |
| 11790 | for (uint32_t n = 1; n <= 8; n++) { |
| 11791 | GemmMicrokernelTester() |
| 11792 | .mr(2) |
| 11793 | .nr(8) |
| 11794 | .kr(4) |
| 11795 | .sr(1) |
| 11796 | .m(2) |
| 11797 | .n(n) |
| 11798 | .k(16) |
| 11799 | .iterations(1) |
| 11800 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11801 | } |
| 11802 | } |
| 11803 | |
| 11804 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MLAL_LD2R, k_lt_16) { |
| 11805 | TEST_REQUIRES_ARM_NEON; |
| 11806 | for (size_t k = 1; k < 16; k++) { |
| 11807 | GemmMicrokernelTester() |
| 11808 | .mr(2) |
| 11809 | .nr(8) |
| 11810 | .kr(4) |
| 11811 | .sr(1) |
| 11812 | .m(2) |
| 11813 | .n(8) |
| 11814 | .k(k) |
| 11815 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11816 | } |
| 11817 | } |
| 11818 | |
| 11819 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MLAL_LD2R, k_lt_16_subtile) { |
| 11820 | TEST_REQUIRES_ARM_NEON; |
| 11821 | for (size_t k = 1; k < 16; k++) { |
| 11822 | for (uint32_t n = 1; n <= 8; n++) { |
| 11823 | for (uint32_t m = 1; m <= 2; m++) { |
| 11824 | GemmMicrokernelTester() |
| 11825 | .mr(2) |
| 11826 | .nr(8) |
| 11827 | .kr(4) |
| 11828 | .sr(1) |
| 11829 | .m(m) |
| 11830 | .n(n) |
| 11831 | .k(k) |
| 11832 | .iterations(1) |
| 11833 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11834 | } |
| 11835 | } |
| 11836 | } |
| 11837 | } |
| 11838 | |
| 11839 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MLAL_LD2R, k_gt_16) { |
| 11840 | TEST_REQUIRES_ARM_NEON; |
| 11841 | for (size_t k = 17; k < 32; k++) { |
| 11842 | GemmMicrokernelTester() |
| 11843 | .mr(2) |
| 11844 | .nr(8) |
| 11845 | .kr(4) |
| 11846 | .sr(1) |
| 11847 | .m(2) |
| 11848 | .n(8) |
| 11849 | .k(k) |
| 11850 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11851 | } |
| 11852 | } |
| 11853 | |
| 11854 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MLAL_LD2R, k_gt_16_subtile) { |
| 11855 | TEST_REQUIRES_ARM_NEON; |
| 11856 | for (size_t k = 17; k < 32; k++) { |
| 11857 | for (uint32_t n = 1; n <= 8; n++) { |
| 11858 | for (uint32_t m = 1; m <= 2; m++) { |
| 11859 | GemmMicrokernelTester() |
| 11860 | .mr(2) |
| 11861 | .nr(8) |
| 11862 | .kr(4) |
| 11863 | .sr(1) |
| 11864 | .m(m) |
| 11865 | .n(n) |
| 11866 | .k(k) |
| 11867 | .iterations(1) |
| 11868 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11869 | } |
| 11870 | } |
| 11871 | } |
| 11872 | } |
| 11873 | |
| 11874 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MLAL_LD2R, k_div_16) { |
| 11875 | TEST_REQUIRES_ARM_NEON; |
| 11876 | for (size_t k = 32; k <= 160; k += 16) { |
| 11877 | GemmMicrokernelTester() |
| 11878 | .mr(2) |
| 11879 | .nr(8) |
| 11880 | .kr(4) |
| 11881 | .sr(1) |
| 11882 | .m(2) |
| 11883 | .n(8) |
| 11884 | .k(k) |
| 11885 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11886 | } |
| 11887 | } |
| 11888 | |
| 11889 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MLAL_LD2R, k_div_16_subtile) { |
| 11890 | TEST_REQUIRES_ARM_NEON; |
| 11891 | for (size_t k = 32; k <= 160; k += 16) { |
| 11892 | for (uint32_t n = 1; n <= 8; n++) { |
| 11893 | for (uint32_t m = 1; m <= 2; m++) { |
| 11894 | GemmMicrokernelTester() |
| 11895 | .mr(2) |
| 11896 | .nr(8) |
| 11897 | .kr(4) |
| 11898 | .sr(1) |
| 11899 | .m(m) |
| 11900 | .n(n) |
| 11901 | .k(k) |
| 11902 | .iterations(1) |
| 11903 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11904 | } |
| 11905 | } |
| 11906 | } |
| 11907 | } |
| 11908 | |
| 11909 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MLAL_LD2R, n_gt_8) { |
| 11910 | TEST_REQUIRES_ARM_NEON; |
| 11911 | for (uint32_t n = 9; n < 16; n++) { |
| 11912 | for (size_t k = 1; k <= 80; k += 17) { |
| 11913 | GemmMicrokernelTester() |
| 11914 | .mr(2) |
| 11915 | .nr(8) |
| 11916 | .kr(4) |
| 11917 | .sr(1) |
| 11918 | .m(2) |
| 11919 | .n(n) |
| 11920 | .k(k) |
| 11921 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11922 | } |
| 11923 | } |
| 11924 | } |
| 11925 | |
| 11926 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MLAL_LD2R, n_gt_8_strided_cn) { |
| 11927 | TEST_REQUIRES_ARM_NEON; |
| 11928 | for (uint32_t n = 9; n < 16; n++) { |
| 11929 | for (size_t k = 1; k <= 80; k += 17) { |
| 11930 | GemmMicrokernelTester() |
| 11931 | .mr(2) |
| 11932 | .nr(8) |
| 11933 | .kr(4) |
| 11934 | .sr(1) |
| 11935 | .m(2) |
| 11936 | .n(n) |
| 11937 | .k(k) |
| 11938 | .cn_stride(11) |
| 11939 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11940 | } |
| 11941 | } |
| 11942 | } |
| 11943 | |
| 11944 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MLAL_LD2R, n_gt_8_subtile) { |
| 11945 | TEST_REQUIRES_ARM_NEON; |
| 11946 | for (uint32_t n = 9; n < 16; n++) { |
| 11947 | for (size_t k = 1; k <= 80; k += 17) { |
| 11948 | for (uint32_t m = 1; m <= 2; m++) { |
| 11949 | GemmMicrokernelTester() |
| 11950 | .mr(2) |
| 11951 | .nr(8) |
| 11952 | .kr(4) |
| 11953 | .sr(1) |
| 11954 | .m(m) |
| 11955 | .n(n) |
| 11956 | .k(k) |
| 11957 | .iterations(1) |
| 11958 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11959 | } |
| 11960 | } |
| 11961 | } |
| 11962 | } |
| 11963 | |
| 11964 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MLAL_LD2R, n_div_8) { |
| 11965 | TEST_REQUIRES_ARM_NEON; |
| 11966 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 11967 | for (size_t k = 1; k <= 80; k += 17) { |
| 11968 | GemmMicrokernelTester() |
| 11969 | .mr(2) |
| 11970 | .nr(8) |
| 11971 | .kr(4) |
| 11972 | .sr(1) |
| 11973 | .m(2) |
| 11974 | .n(n) |
| 11975 | .k(k) |
| 11976 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11977 | } |
| 11978 | } |
| 11979 | } |
| 11980 | |
| 11981 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MLAL_LD2R, n_div_8_strided_cn) { |
| 11982 | TEST_REQUIRES_ARM_NEON; |
| 11983 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 11984 | for (size_t k = 1; k <= 80; k += 17) { |
| 11985 | GemmMicrokernelTester() |
| 11986 | .mr(2) |
| 11987 | .nr(8) |
| 11988 | .kr(4) |
| 11989 | .sr(1) |
| 11990 | .m(2) |
| 11991 | .n(n) |
| 11992 | .k(k) |
| 11993 | .cn_stride(11) |
| 11994 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 11995 | } |
| 11996 | } |
| 11997 | } |
| 11998 | |
| 11999 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MLAL_LD2R, n_div_8_subtile) { |
| 12000 | TEST_REQUIRES_ARM_NEON; |
| 12001 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 12002 | for (size_t k = 1; k <= 80; k += 17) { |
| 12003 | for (uint32_t m = 1; m <= 2; m++) { |
| 12004 | GemmMicrokernelTester() |
| 12005 | .mr(2) |
| 12006 | .nr(8) |
| 12007 | .kr(4) |
| 12008 | .sr(1) |
| 12009 | .m(m) |
| 12010 | .n(n) |
| 12011 | .k(k) |
| 12012 | .iterations(1) |
| 12013 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12014 | } |
| 12015 | } |
| 12016 | } |
| 12017 | } |
| 12018 | |
| 12019 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MLAL_LD2R, small_kernel) { |
| 12020 | TEST_REQUIRES_ARM_NEON; |
| 12021 | for (size_t k = 1; k <= 80; k += 17) { |
| 12022 | GemmMicrokernelTester() |
| 12023 | .mr(2) |
| 12024 | .nr(8) |
| 12025 | .kr(4) |
| 12026 | .sr(1) |
| 12027 | .m(2) |
| 12028 | .n(8) |
| 12029 | .k(k) |
| 12030 | .ks(3) |
| 12031 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12032 | } |
| 12033 | } |
| 12034 | |
| 12035 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MLAL_LD2R, small_kernel_subtile) { |
| 12036 | TEST_REQUIRES_ARM_NEON; |
| 12037 | for (size_t k = 1; k <= 80; k += 17) { |
| 12038 | for (uint32_t n = 1; n <= 8; n++) { |
| 12039 | for (uint32_t m = 1; m <= 2; m++) { |
| 12040 | GemmMicrokernelTester() |
| 12041 | .mr(2) |
| 12042 | .nr(8) |
| 12043 | .kr(4) |
| 12044 | .sr(1) |
| 12045 | .m(m) |
| 12046 | .n(n) |
| 12047 | .k(k) |
| 12048 | .ks(3) |
| 12049 | .iterations(1) |
| 12050 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12051 | } |
| 12052 | } |
| 12053 | } |
| 12054 | } |
| 12055 | |
| 12056 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MLAL_LD2R, n_gt_8_small_kernel) { |
| 12057 | TEST_REQUIRES_ARM_NEON; |
| 12058 | for (uint32_t n = 9; n < 16; n++) { |
| 12059 | for (size_t k = 1; k <= 80; k += 17) { |
| 12060 | GemmMicrokernelTester() |
| 12061 | .mr(2) |
| 12062 | .nr(8) |
| 12063 | .kr(4) |
| 12064 | .sr(1) |
| 12065 | .m(2) |
| 12066 | .n(n) |
| 12067 | .k(k) |
| 12068 | .ks(3) |
| 12069 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12070 | } |
| 12071 | } |
| 12072 | } |
| 12073 | |
| 12074 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MLAL_LD2R, n_div_8_small_kernel) { |
| 12075 | TEST_REQUIRES_ARM_NEON; |
| 12076 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 12077 | for (size_t k = 1; k <= 80; k += 17) { |
| 12078 | GemmMicrokernelTester() |
| 12079 | .mr(2) |
| 12080 | .nr(8) |
| 12081 | .kr(4) |
| 12082 | .sr(1) |
| 12083 | .m(2) |
| 12084 | .n(n) |
| 12085 | .k(k) |
| 12086 | .ks(3) |
| 12087 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12088 | } |
| 12089 | } |
| 12090 | } |
| 12091 | |
| 12092 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MLAL_LD2R, strided_cm_subtile) { |
| 12093 | TEST_REQUIRES_ARM_NEON; |
| 12094 | for (size_t k = 1; k <= 80; k += 17) { |
| 12095 | for (uint32_t n = 1; n <= 8; n++) { |
| 12096 | for (uint32_t m = 1; m <= 2; m++) { |
| 12097 | GemmMicrokernelTester() |
| 12098 | .mr(2) |
| 12099 | .nr(8) |
| 12100 | .kr(4) |
| 12101 | .sr(1) |
| 12102 | .m(m) |
| 12103 | .n(n) |
| 12104 | .k(k) |
| 12105 | .cm_stride(11) |
| 12106 | .iterations(1) |
| 12107 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12108 | } |
| 12109 | } |
| 12110 | } |
| 12111 | } |
| 12112 | |
| 12113 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MLAL_LD2R, a_offset) { |
| 12114 | TEST_REQUIRES_ARM_NEON; |
| 12115 | for (size_t k = 1; k <= 80; k += 17) { |
| 12116 | GemmMicrokernelTester() |
| 12117 | .mr(2) |
| 12118 | .nr(8) |
| 12119 | .kr(4) |
| 12120 | .sr(1) |
| 12121 | .m(2) |
| 12122 | .n(8) |
| 12123 | .k(k) |
| 12124 | .ks(3) |
| 12125 | .a_offset(163) |
| 12126 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12127 | } |
| 12128 | } |
| 12129 | |
| 12130 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MLAL_LD2R, zero) { |
| 12131 | TEST_REQUIRES_ARM_NEON; |
| 12132 | for (size_t k = 1; k <= 80; k += 17) { |
| 12133 | for (uint32_t mz = 0; mz < 2; mz++) { |
| 12134 | GemmMicrokernelTester() |
| 12135 | .mr(2) |
| 12136 | .nr(8) |
| 12137 | .kr(4) |
| 12138 | .sr(1) |
| 12139 | .m(2) |
| 12140 | .n(8) |
| 12141 | .k(k) |
| 12142 | .ks(3) |
| 12143 | .a_offset(163) |
| 12144 | .zero_index(mz) |
| 12145 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12146 | } |
| 12147 | } |
| 12148 | } |
| 12149 | |
| 12150 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MLAL_LD2R, qmin) { |
| 12151 | TEST_REQUIRES_ARM_NEON; |
| 12152 | GemmMicrokernelTester() |
| 12153 | .mr(2) |
| 12154 | .nr(8) |
| 12155 | .kr(4) |
| 12156 | .sr(1) |
| 12157 | .m(2) |
| 12158 | .n(8) |
| 12159 | .k(16) |
| 12160 | .qmin(128) |
| 12161 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12162 | } |
| 12163 | |
| 12164 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MLAL_LD2R, qmax) { |
| 12165 | TEST_REQUIRES_ARM_NEON; |
| 12166 | GemmMicrokernelTester() |
| 12167 | .mr(2) |
| 12168 | .nr(8) |
| 12169 | .kr(4) |
| 12170 | .sr(1) |
| 12171 | .m(2) |
| 12172 | .n(8) |
| 12173 | .k(16) |
| 12174 | .qmax(128) |
| 12175 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12176 | } |
| 12177 | |
| 12178 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C4__NEON_MLAL_LD2R, strided_cm) { |
| 12179 | TEST_REQUIRES_ARM_NEON; |
| 12180 | GemmMicrokernelTester() |
| 12181 | .mr(2) |
| 12182 | .nr(8) |
| 12183 | .kr(4) |
| 12184 | .sr(1) |
| 12185 | .m(2) |
| 12186 | .n(8) |
| 12187 | .k(16) |
| 12188 | .cm_stride(11) |
| 12189 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mlal_ld2r, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12190 | } |
| 12191 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 12192 | |
| 12193 | |
| 12194 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 12195 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_DUP, k_eq_8) { |
| 12196 | TEST_REQUIRES_ARM_NEON; |
| 12197 | GemmMicrokernelTester() |
| 12198 | .mr(4) |
| 12199 | .nr(8) |
| 12200 | .kr(2) |
| 12201 | .sr(1) |
| 12202 | .m(4) |
| 12203 | .n(8) |
| 12204 | .k(8) |
| 12205 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12206 | } |
| 12207 | |
| 12208 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_DUP, strided_cn) { |
| 12209 | TEST_REQUIRES_ARM_NEON; |
| 12210 | GemmMicrokernelTester() |
| 12211 | .mr(4) |
| 12212 | .nr(8) |
| 12213 | .kr(2) |
| 12214 | .sr(1) |
| 12215 | .m(4) |
| 12216 | .n(8) |
| 12217 | .k(8) |
| 12218 | .cn_stride(11) |
| 12219 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12220 | } |
| 12221 | |
| 12222 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_DUP, k_eq_8_subtile) { |
| 12223 | TEST_REQUIRES_ARM_NEON; |
| 12224 | for (uint32_t n = 1; n <= 8; n++) { |
| 12225 | for (uint32_t m = 1; m <= 4; m++) { |
| 12226 | GemmMicrokernelTester() |
| 12227 | .mr(4) |
| 12228 | .nr(8) |
| 12229 | .kr(2) |
| 12230 | .sr(1) |
| 12231 | .m(m) |
| 12232 | .n(n) |
| 12233 | .k(8) |
| 12234 | .iterations(1) |
| 12235 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12236 | } |
| 12237 | } |
| 12238 | } |
| 12239 | |
| 12240 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_DUP, k_eq_8_subtile_m) { |
| 12241 | TEST_REQUIRES_ARM_NEON; |
| 12242 | for (uint32_t m = 1; m <= 4; m++) { |
| 12243 | GemmMicrokernelTester() |
| 12244 | .mr(4) |
| 12245 | .nr(8) |
| 12246 | .kr(2) |
| 12247 | .sr(1) |
| 12248 | .m(m) |
| 12249 | .n(8) |
| 12250 | .k(8) |
| 12251 | .iterations(1) |
| 12252 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12253 | } |
| 12254 | } |
| 12255 | |
| 12256 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_DUP, k_eq_8_subtile_n) { |
| 12257 | TEST_REQUIRES_ARM_NEON; |
| 12258 | for (uint32_t n = 1; n <= 8; n++) { |
| 12259 | GemmMicrokernelTester() |
| 12260 | .mr(4) |
| 12261 | .nr(8) |
| 12262 | .kr(2) |
| 12263 | .sr(1) |
| 12264 | .m(4) |
| 12265 | .n(n) |
| 12266 | .k(8) |
| 12267 | .iterations(1) |
| 12268 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12269 | } |
| 12270 | } |
| 12271 | |
| 12272 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_DUP, k_lt_8) { |
| 12273 | TEST_REQUIRES_ARM_NEON; |
| 12274 | for (size_t k = 1; k < 8; k++) { |
| 12275 | GemmMicrokernelTester() |
| 12276 | .mr(4) |
| 12277 | .nr(8) |
| 12278 | .kr(2) |
| 12279 | .sr(1) |
| 12280 | .m(4) |
| 12281 | .n(8) |
| 12282 | .k(k) |
| 12283 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12284 | } |
| 12285 | } |
| 12286 | |
| 12287 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_DUP, k_lt_8_subtile) { |
| 12288 | TEST_REQUIRES_ARM_NEON; |
| 12289 | for (size_t k = 1; k < 8; k++) { |
| 12290 | for (uint32_t n = 1; n <= 8; n++) { |
| 12291 | for (uint32_t m = 1; m <= 4; m++) { |
| 12292 | GemmMicrokernelTester() |
| 12293 | .mr(4) |
| 12294 | .nr(8) |
| 12295 | .kr(2) |
| 12296 | .sr(1) |
| 12297 | .m(m) |
| 12298 | .n(n) |
| 12299 | .k(k) |
| 12300 | .iterations(1) |
| 12301 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12302 | } |
| 12303 | } |
| 12304 | } |
| 12305 | } |
| 12306 | |
| 12307 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_DUP, k_gt_8) { |
| 12308 | TEST_REQUIRES_ARM_NEON; |
| 12309 | for (size_t k = 9; k < 16; k++) { |
| 12310 | GemmMicrokernelTester() |
| 12311 | .mr(4) |
| 12312 | .nr(8) |
| 12313 | .kr(2) |
| 12314 | .sr(1) |
| 12315 | .m(4) |
| 12316 | .n(8) |
| 12317 | .k(k) |
| 12318 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12319 | } |
| 12320 | } |
| 12321 | |
| 12322 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_DUP, k_gt_8_subtile) { |
| 12323 | TEST_REQUIRES_ARM_NEON; |
| 12324 | for (size_t k = 9; k < 16; k++) { |
| 12325 | for (uint32_t n = 1; n <= 8; n++) { |
| 12326 | for (uint32_t m = 1; m <= 4; m++) { |
| 12327 | GemmMicrokernelTester() |
| 12328 | .mr(4) |
| 12329 | .nr(8) |
| 12330 | .kr(2) |
| 12331 | .sr(1) |
| 12332 | .m(m) |
| 12333 | .n(n) |
| 12334 | .k(k) |
| 12335 | .iterations(1) |
| 12336 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12337 | } |
| 12338 | } |
| 12339 | } |
| 12340 | } |
| 12341 | |
| 12342 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_DUP, k_div_8) { |
| 12343 | TEST_REQUIRES_ARM_NEON; |
| 12344 | for (size_t k = 16; k <= 80; k += 8) { |
| 12345 | GemmMicrokernelTester() |
| 12346 | .mr(4) |
| 12347 | .nr(8) |
| 12348 | .kr(2) |
| 12349 | .sr(1) |
| 12350 | .m(4) |
| 12351 | .n(8) |
| 12352 | .k(k) |
| 12353 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12354 | } |
| 12355 | } |
| 12356 | |
| 12357 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_DUP, k_div_8_subtile) { |
| 12358 | TEST_REQUIRES_ARM_NEON; |
| 12359 | for (size_t k = 16; k <= 80; k += 8) { |
| 12360 | for (uint32_t n = 1; n <= 8; n++) { |
| 12361 | for (uint32_t m = 1; m <= 4; m++) { |
| 12362 | GemmMicrokernelTester() |
| 12363 | .mr(4) |
| 12364 | .nr(8) |
| 12365 | .kr(2) |
| 12366 | .sr(1) |
| 12367 | .m(m) |
| 12368 | .n(n) |
| 12369 | .k(k) |
| 12370 | .iterations(1) |
| 12371 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12372 | } |
| 12373 | } |
| 12374 | } |
| 12375 | } |
| 12376 | |
| 12377 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_DUP, n_gt_8) { |
| 12378 | TEST_REQUIRES_ARM_NEON; |
| 12379 | for (uint32_t n = 9; n < 16; n++) { |
| 12380 | for (size_t k = 1; k <= 40; k += 9) { |
| 12381 | GemmMicrokernelTester() |
| 12382 | .mr(4) |
| 12383 | .nr(8) |
| 12384 | .kr(2) |
| 12385 | .sr(1) |
| 12386 | .m(4) |
| 12387 | .n(n) |
| 12388 | .k(k) |
| 12389 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12390 | } |
| 12391 | } |
| 12392 | } |
| 12393 | |
| 12394 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_DUP, n_gt_8_strided_cn) { |
| 12395 | TEST_REQUIRES_ARM_NEON; |
| 12396 | for (uint32_t n = 9; n < 16; n++) { |
| 12397 | for (size_t k = 1; k <= 40; k += 9) { |
| 12398 | GemmMicrokernelTester() |
| 12399 | .mr(4) |
| 12400 | .nr(8) |
| 12401 | .kr(2) |
| 12402 | .sr(1) |
| 12403 | .m(4) |
| 12404 | .n(n) |
| 12405 | .k(k) |
| 12406 | .cn_stride(11) |
| 12407 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12408 | } |
| 12409 | } |
| 12410 | } |
| 12411 | |
| 12412 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_DUP, n_gt_8_subtile) { |
| 12413 | TEST_REQUIRES_ARM_NEON; |
| 12414 | for (uint32_t n = 9; n < 16; n++) { |
| 12415 | for (size_t k = 1; k <= 40; k += 9) { |
| 12416 | for (uint32_t m = 1; m <= 4; m++) { |
| 12417 | GemmMicrokernelTester() |
| 12418 | .mr(4) |
| 12419 | .nr(8) |
| 12420 | .kr(2) |
| 12421 | .sr(1) |
| 12422 | .m(m) |
| 12423 | .n(n) |
| 12424 | .k(k) |
| 12425 | .iterations(1) |
| 12426 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12427 | } |
| 12428 | } |
| 12429 | } |
| 12430 | } |
| 12431 | |
| 12432 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_DUP, n_div_8) { |
| 12433 | TEST_REQUIRES_ARM_NEON; |
| 12434 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 12435 | for (size_t k = 1; k <= 40; k += 9) { |
| 12436 | GemmMicrokernelTester() |
| 12437 | .mr(4) |
| 12438 | .nr(8) |
| 12439 | .kr(2) |
| 12440 | .sr(1) |
| 12441 | .m(4) |
| 12442 | .n(n) |
| 12443 | .k(k) |
| 12444 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12445 | } |
| 12446 | } |
| 12447 | } |
| 12448 | |
| 12449 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_DUP, n_div_8_strided_cn) { |
| 12450 | TEST_REQUIRES_ARM_NEON; |
| 12451 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 12452 | for (size_t k = 1; k <= 40; k += 9) { |
| 12453 | GemmMicrokernelTester() |
| 12454 | .mr(4) |
| 12455 | .nr(8) |
| 12456 | .kr(2) |
| 12457 | .sr(1) |
| 12458 | .m(4) |
| 12459 | .n(n) |
| 12460 | .k(k) |
| 12461 | .cn_stride(11) |
| 12462 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12463 | } |
| 12464 | } |
| 12465 | } |
| 12466 | |
| 12467 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_DUP, n_div_8_subtile) { |
| 12468 | TEST_REQUIRES_ARM_NEON; |
| 12469 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 12470 | for (size_t k = 1; k <= 40; k += 9) { |
| 12471 | for (uint32_t m = 1; m <= 4; m++) { |
| 12472 | GemmMicrokernelTester() |
| 12473 | .mr(4) |
| 12474 | .nr(8) |
| 12475 | .kr(2) |
| 12476 | .sr(1) |
| 12477 | .m(m) |
| 12478 | .n(n) |
| 12479 | .k(k) |
| 12480 | .iterations(1) |
| 12481 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12482 | } |
| 12483 | } |
| 12484 | } |
| 12485 | } |
| 12486 | |
| 12487 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_DUP, small_kernel) { |
| 12488 | TEST_REQUIRES_ARM_NEON; |
| 12489 | for (size_t k = 1; k <= 40; k += 9) { |
| 12490 | GemmMicrokernelTester() |
| 12491 | .mr(4) |
| 12492 | .nr(8) |
| 12493 | .kr(2) |
| 12494 | .sr(1) |
| 12495 | .m(4) |
| 12496 | .n(8) |
| 12497 | .k(k) |
| 12498 | .ks(3) |
| 12499 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12500 | } |
| 12501 | } |
| 12502 | |
| 12503 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_DUP, small_kernel_subtile) { |
| 12504 | TEST_REQUIRES_ARM_NEON; |
| 12505 | for (size_t k = 1; k <= 40; k += 9) { |
| 12506 | for (uint32_t n = 1; n <= 8; n++) { |
| 12507 | for (uint32_t m = 1; m <= 4; m++) { |
| 12508 | GemmMicrokernelTester() |
| 12509 | .mr(4) |
| 12510 | .nr(8) |
| 12511 | .kr(2) |
| 12512 | .sr(1) |
| 12513 | .m(m) |
| 12514 | .n(n) |
| 12515 | .k(k) |
| 12516 | .ks(3) |
| 12517 | .iterations(1) |
| 12518 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12519 | } |
| 12520 | } |
| 12521 | } |
| 12522 | } |
| 12523 | |
| 12524 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_DUP, n_gt_8_small_kernel) { |
| 12525 | TEST_REQUIRES_ARM_NEON; |
| 12526 | for (uint32_t n = 9; n < 16; n++) { |
| 12527 | for (size_t k = 1; k <= 40; k += 9) { |
| 12528 | GemmMicrokernelTester() |
| 12529 | .mr(4) |
| 12530 | .nr(8) |
| 12531 | .kr(2) |
| 12532 | .sr(1) |
| 12533 | .m(4) |
| 12534 | .n(n) |
| 12535 | .k(k) |
| 12536 | .ks(3) |
| 12537 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12538 | } |
| 12539 | } |
| 12540 | } |
| 12541 | |
| 12542 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_DUP, n_div_8_small_kernel) { |
| 12543 | TEST_REQUIRES_ARM_NEON; |
| 12544 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 12545 | for (size_t k = 1; k <= 40; k += 9) { |
| 12546 | GemmMicrokernelTester() |
| 12547 | .mr(4) |
| 12548 | .nr(8) |
| 12549 | .kr(2) |
| 12550 | .sr(1) |
| 12551 | .m(4) |
| 12552 | .n(n) |
| 12553 | .k(k) |
| 12554 | .ks(3) |
| 12555 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12556 | } |
| 12557 | } |
| 12558 | } |
| 12559 | |
| 12560 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_DUP, strided_cm_subtile) { |
| 12561 | TEST_REQUIRES_ARM_NEON; |
| 12562 | for (size_t k = 1; k <= 40; k += 9) { |
| 12563 | for (uint32_t n = 1; n <= 8; n++) { |
| 12564 | for (uint32_t m = 1; m <= 4; m++) { |
| 12565 | GemmMicrokernelTester() |
| 12566 | .mr(4) |
| 12567 | .nr(8) |
| 12568 | .kr(2) |
| 12569 | .sr(1) |
| 12570 | .m(m) |
| 12571 | .n(n) |
| 12572 | .k(k) |
| 12573 | .cm_stride(11) |
| 12574 | .iterations(1) |
| 12575 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12576 | } |
| 12577 | } |
| 12578 | } |
| 12579 | } |
| 12580 | |
| 12581 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_DUP, a_offset) { |
| 12582 | TEST_REQUIRES_ARM_NEON; |
| 12583 | for (size_t k = 1; k <= 40; k += 9) { |
| 12584 | GemmMicrokernelTester() |
| 12585 | .mr(4) |
| 12586 | .nr(8) |
| 12587 | .kr(2) |
| 12588 | .sr(1) |
| 12589 | .m(4) |
| 12590 | .n(8) |
| 12591 | .k(k) |
| 12592 | .ks(3) |
| 12593 | .a_offset(163) |
| 12594 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12595 | } |
| 12596 | } |
| 12597 | |
| 12598 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_DUP, zero) { |
| 12599 | TEST_REQUIRES_ARM_NEON; |
| 12600 | for (size_t k = 1; k <= 40; k += 9) { |
| 12601 | for (uint32_t mz = 0; mz < 4; mz++) { |
| 12602 | GemmMicrokernelTester() |
| 12603 | .mr(4) |
| 12604 | .nr(8) |
| 12605 | .kr(2) |
| 12606 | .sr(1) |
| 12607 | .m(4) |
| 12608 | .n(8) |
| 12609 | .k(k) |
| 12610 | .ks(3) |
| 12611 | .a_offset(163) |
| 12612 | .zero_index(mz) |
| 12613 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12614 | } |
| 12615 | } |
| 12616 | } |
| 12617 | |
| 12618 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_DUP, qmin) { |
| 12619 | TEST_REQUIRES_ARM_NEON; |
| 12620 | GemmMicrokernelTester() |
| 12621 | .mr(4) |
| 12622 | .nr(8) |
| 12623 | .kr(2) |
| 12624 | .sr(1) |
| 12625 | .m(4) |
| 12626 | .n(8) |
| 12627 | .k(8) |
| 12628 | .qmin(128) |
| 12629 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12630 | } |
| 12631 | |
| 12632 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_DUP, qmax) { |
| 12633 | TEST_REQUIRES_ARM_NEON; |
| 12634 | GemmMicrokernelTester() |
| 12635 | .mr(4) |
| 12636 | .nr(8) |
| 12637 | .kr(2) |
| 12638 | .sr(1) |
| 12639 | .m(4) |
| 12640 | .n(8) |
| 12641 | .k(8) |
| 12642 | .qmax(128) |
| 12643 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12644 | } |
| 12645 | |
| 12646 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X8C2__NEON_MULL_DUP, strided_cm) { |
| 12647 | TEST_REQUIRES_ARM_NEON; |
| 12648 | GemmMicrokernelTester() |
| 12649 | .mr(4) |
| 12650 | .nr(8) |
| 12651 | .kr(2) |
| 12652 | .sr(1) |
| 12653 | .m(4) |
| 12654 | .n(8) |
| 12655 | .k(8) |
| 12656 | .cm_stride(11) |
| 12657 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12658 | } |
| 12659 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 12660 | |
| 12661 | |
| 12662 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 12663 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C2__NEON_MULL_DUP, k_eq_8) { |
| 12664 | TEST_REQUIRES_ARM_NEON; |
| 12665 | GemmMicrokernelTester() |
| 12666 | .mr(2) |
| 12667 | .nr(16) |
| 12668 | .kr(2) |
| 12669 | .sr(1) |
| 12670 | .m(2) |
| 12671 | .n(16) |
| 12672 | .k(8) |
| 12673 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12674 | } |
| 12675 | |
| 12676 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C2__NEON_MULL_DUP, strided_cn) { |
| 12677 | TEST_REQUIRES_ARM_NEON; |
| 12678 | GemmMicrokernelTester() |
| 12679 | .mr(2) |
| 12680 | .nr(16) |
| 12681 | .kr(2) |
| 12682 | .sr(1) |
| 12683 | .m(2) |
| 12684 | .n(16) |
| 12685 | .k(8) |
| 12686 | .cn_stride(19) |
| 12687 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12688 | } |
| 12689 | |
| 12690 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C2__NEON_MULL_DUP, k_eq_8_subtile) { |
| 12691 | TEST_REQUIRES_ARM_NEON; |
| 12692 | for (uint32_t n = 1; n <= 16; n++) { |
| 12693 | for (uint32_t m = 1; m <= 2; m++) { |
| 12694 | GemmMicrokernelTester() |
| 12695 | .mr(2) |
| 12696 | .nr(16) |
| 12697 | .kr(2) |
| 12698 | .sr(1) |
| 12699 | .m(m) |
| 12700 | .n(n) |
| 12701 | .k(8) |
| 12702 | .iterations(1) |
| 12703 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12704 | } |
| 12705 | } |
| 12706 | } |
| 12707 | |
| 12708 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C2__NEON_MULL_DUP, k_eq_8_subtile_m) { |
| 12709 | TEST_REQUIRES_ARM_NEON; |
| 12710 | for (uint32_t m = 1; m <= 2; m++) { |
| 12711 | GemmMicrokernelTester() |
| 12712 | .mr(2) |
| 12713 | .nr(16) |
| 12714 | .kr(2) |
| 12715 | .sr(1) |
| 12716 | .m(m) |
| 12717 | .n(16) |
| 12718 | .k(8) |
| 12719 | .iterations(1) |
| 12720 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12721 | } |
| 12722 | } |
| 12723 | |
| 12724 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C2__NEON_MULL_DUP, k_eq_8_subtile_n) { |
| 12725 | TEST_REQUIRES_ARM_NEON; |
| 12726 | for (uint32_t n = 1; n <= 16; n++) { |
| 12727 | GemmMicrokernelTester() |
| 12728 | .mr(2) |
| 12729 | .nr(16) |
| 12730 | .kr(2) |
| 12731 | .sr(1) |
| 12732 | .m(2) |
| 12733 | .n(n) |
| 12734 | .k(8) |
| 12735 | .iterations(1) |
| 12736 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12737 | } |
| 12738 | } |
| 12739 | |
| 12740 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C2__NEON_MULL_DUP, k_lt_8) { |
| 12741 | TEST_REQUIRES_ARM_NEON; |
| 12742 | for (size_t k = 1; k < 8; k++) { |
| 12743 | GemmMicrokernelTester() |
| 12744 | .mr(2) |
| 12745 | .nr(16) |
| 12746 | .kr(2) |
| 12747 | .sr(1) |
| 12748 | .m(2) |
| 12749 | .n(16) |
| 12750 | .k(k) |
| 12751 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12752 | } |
| 12753 | } |
| 12754 | |
| 12755 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C2__NEON_MULL_DUP, k_lt_8_subtile) { |
| 12756 | TEST_REQUIRES_ARM_NEON; |
| 12757 | for (size_t k = 1; k < 8; k++) { |
| 12758 | for (uint32_t n = 1; n <= 16; n++) { |
| 12759 | for (uint32_t m = 1; m <= 2; m++) { |
| 12760 | GemmMicrokernelTester() |
| 12761 | .mr(2) |
| 12762 | .nr(16) |
| 12763 | .kr(2) |
| 12764 | .sr(1) |
| 12765 | .m(m) |
| 12766 | .n(n) |
| 12767 | .k(k) |
| 12768 | .iterations(1) |
| 12769 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12770 | } |
| 12771 | } |
| 12772 | } |
| 12773 | } |
| 12774 | |
| 12775 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C2__NEON_MULL_DUP, k_gt_8) { |
| 12776 | TEST_REQUIRES_ARM_NEON; |
| 12777 | for (size_t k = 9; k < 16; k++) { |
| 12778 | GemmMicrokernelTester() |
| 12779 | .mr(2) |
| 12780 | .nr(16) |
| 12781 | .kr(2) |
| 12782 | .sr(1) |
| 12783 | .m(2) |
| 12784 | .n(16) |
| 12785 | .k(k) |
| 12786 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12787 | } |
| 12788 | } |
| 12789 | |
| 12790 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C2__NEON_MULL_DUP, k_gt_8_subtile) { |
| 12791 | TEST_REQUIRES_ARM_NEON; |
| 12792 | for (size_t k = 9; k < 16; k++) { |
| 12793 | for (uint32_t n = 1; n <= 16; n++) { |
| 12794 | for (uint32_t m = 1; m <= 2; m++) { |
| 12795 | GemmMicrokernelTester() |
| 12796 | .mr(2) |
| 12797 | .nr(16) |
| 12798 | .kr(2) |
| 12799 | .sr(1) |
| 12800 | .m(m) |
| 12801 | .n(n) |
| 12802 | .k(k) |
| 12803 | .iterations(1) |
| 12804 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12805 | } |
| 12806 | } |
| 12807 | } |
| 12808 | } |
| 12809 | |
| 12810 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C2__NEON_MULL_DUP, k_div_8) { |
| 12811 | TEST_REQUIRES_ARM_NEON; |
| 12812 | for (size_t k = 16; k <= 80; k += 8) { |
| 12813 | GemmMicrokernelTester() |
| 12814 | .mr(2) |
| 12815 | .nr(16) |
| 12816 | .kr(2) |
| 12817 | .sr(1) |
| 12818 | .m(2) |
| 12819 | .n(16) |
| 12820 | .k(k) |
| 12821 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12822 | } |
| 12823 | } |
| 12824 | |
| 12825 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C2__NEON_MULL_DUP, k_div_8_subtile) { |
| 12826 | TEST_REQUIRES_ARM_NEON; |
| 12827 | for (size_t k = 16; k <= 80; k += 8) { |
| 12828 | for (uint32_t n = 1; n <= 16; n++) { |
| 12829 | for (uint32_t m = 1; m <= 2; m++) { |
| 12830 | GemmMicrokernelTester() |
| 12831 | .mr(2) |
| 12832 | .nr(16) |
| 12833 | .kr(2) |
| 12834 | .sr(1) |
| 12835 | .m(m) |
| 12836 | .n(n) |
| 12837 | .k(k) |
| 12838 | .iterations(1) |
| 12839 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12840 | } |
| 12841 | } |
| 12842 | } |
| 12843 | } |
| 12844 | |
| 12845 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C2__NEON_MULL_DUP, n_gt_16) { |
| 12846 | TEST_REQUIRES_ARM_NEON; |
| 12847 | for (uint32_t n = 17; n < 32; n++) { |
| 12848 | for (size_t k = 1; k <= 40; k += 9) { |
| 12849 | GemmMicrokernelTester() |
| 12850 | .mr(2) |
| 12851 | .nr(16) |
| 12852 | .kr(2) |
| 12853 | .sr(1) |
| 12854 | .m(2) |
| 12855 | .n(n) |
| 12856 | .k(k) |
| 12857 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12858 | } |
| 12859 | } |
| 12860 | } |
| 12861 | |
| 12862 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C2__NEON_MULL_DUP, n_gt_16_strided_cn) { |
| 12863 | TEST_REQUIRES_ARM_NEON; |
| 12864 | for (uint32_t n = 17; n < 32; n++) { |
| 12865 | for (size_t k = 1; k <= 40; k += 9) { |
| 12866 | GemmMicrokernelTester() |
| 12867 | .mr(2) |
| 12868 | .nr(16) |
| 12869 | .kr(2) |
| 12870 | .sr(1) |
| 12871 | .m(2) |
| 12872 | .n(n) |
| 12873 | .k(k) |
| 12874 | .cn_stride(19) |
| 12875 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12876 | } |
| 12877 | } |
| 12878 | } |
| 12879 | |
| 12880 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C2__NEON_MULL_DUP, n_gt_16_subtile) { |
| 12881 | TEST_REQUIRES_ARM_NEON; |
| 12882 | for (uint32_t n = 17; n < 32; n++) { |
| 12883 | for (size_t k = 1; k <= 40; k += 9) { |
| 12884 | for (uint32_t m = 1; m <= 2; m++) { |
| 12885 | GemmMicrokernelTester() |
| 12886 | .mr(2) |
| 12887 | .nr(16) |
| 12888 | .kr(2) |
| 12889 | .sr(1) |
| 12890 | .m(m) |
| 12891 | .n(n) |
| 12892 | .k(k) |
| 12893 | .iterations(1) |
| 12894 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12895 | } |
| 12896 | } |
| 12897 | } |
| 12898 | } |
| 12899 | |
| 12900 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C2__NEON_MULL_DUP, n_div_16) { |
| 12901 | TEST_REQUIRES_ARM_NEON; |
| 12902 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 12903 | for (size_t k = 1; k <= 40; k += 9) { |
| 12904 | GemmMicrokernelTester() |
| 12905 | .mr(2) |
| 12906 | .nr(16) |
| 12907 | .kr(2) |
| 12908 | .sr(1) |
| 12909 | .m(2) |
| 12910 | .n(n) |
| 12911 | .k(k) |
| 12912 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12913 | } |
| 12914 | } |
| 12915 | } |
| 12916 | |
| 12917 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C2__NEON_MULL_DUP, n_div_16_strided_cn) { |
| 12918 | TEST_REQUIRES_ARM_NEON; |
| 12919 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 12920 | for (size_t k = 1; k <= 40; k += 9) { |
| 12921 | GemmMicrokernelTester() |
| 12922 | .mr(2) |
| 12923 | .nr(16) |
| 12924 | .kr(2) |
| 12925 | .sr(1) |
| 12926 | .m(2) |
| 12927 | .n(n) |
| 12928 | .k(k) |
| 12929 | .cn_stride(19) |
| 12930 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12931 | } |
| 12932 | } |
| 12933 | } |
| 12934 | |
| 12935 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C2__NEON_MULL_DUP, n_div_16_subtile) { |
| 12936 | TEST_REQUIRES_ARM_NEON; |
| 12937 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 12938 | for (size_t k = 1; k <= 40; k += 9) { |
| 12939 | for (uint32_t m = 1; m <= 2; m++) { |
| 12940 | GemmMicrokernelTester() |
| 12941 | .mr(2) |
| 12942 | .nr(16) |
| 12943 | .kr(2) |
| 12944 | .sr(1) |
| 12945 | .m(m) |
| 12946 | .n(n) |
| 12947 | .k(k) |
| 12948 | .iterations(1) |
| 12949 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12950 | } |
| 12951 | } |
| 12952 | } |
| 12953 | } |
| 12954 | |
| 12955 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C2__NEON_MULL_DUP, small_kernel) { |
| 12956 | TEST_REQUIRES_ARM_NEON; |
| 12957 | for (size_t k = 1; k <= 40; k += 9) { |
| 12958 | GemmMicrokernelTester() |
| 12959 | .mr(2) |
| 12960 | .nr(16) |
| 12961 | .kr(2) |
| 12962 | .sr(1) |
| 12963 | .m(2) |
| 12964 | .n(16) |
| 12965 | .k(k) |
| 12966 | .ks(3) |
| 12967 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12968 | } |
| 12969 | } |
| 12970 | |
| 12971 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C2__NEON_MULL_DUP, small_kernel_subtile) { |
| 12972 | TEST_REQUIRES_ARM_NEON; |
| 12973 | for (size_t k = 1; k <= 40; k += 9) { |
| 12974 | for (uint32_t n = 1; n <= 16; n++) { |
| 12975 | for (uint32_t m = 1; m <= 2; m++) { |
| 12976 | GemmMicrokernelTester() |
| 12977 | .mr(2) |
| 12978 | .nr(16) |
| 12979 | .kr(2) |
| 12980 | .sr(1) |
| 12981 | .m(m) |
| 12982 | .n(n) |
| 12983 | .k(k) |
| 12984 | .ks(3) |
| 12985 | .iterations(1) |
| 12986 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 12987 | } |
| 12988 | } |
| 12989 | } |
| 12990 | } |
| 12991 | |
| 12992 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C2__NEON_MULL_DUP, n_gt_16_small_kernel) { |
| 12993 | TEST_REQUIRES_ARM_NEON; |
| 12994 | for (uint32_t n = 17; n < 32; n++) { |
| 12995 | for (size_t k = 1; k <= 40; k += 9) { |
| 12996 | GemmMicrokernelTester() |
| 12997 | .mr(2) |
| 12998 | .nr(16) |
| 12999 | .kr(2) |
| 13000 | .sr(1) |
| 13001 | .m(2) |
| 13002 | .n(n) |
| 13003 | .k(k) |
| 13004 | .ks(3) |
| 13005 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13006 | } |
| 13007 | } |
| 13008 | } |
| 13009 | |
| 13010 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C2__NEON_MULL_DUP, n_div_16_small_kernel) { |
| 13011 | TEST_REQUIRES_ARM_NEON; |
| 13012 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 13013 | for (size_t k = 1; k <= 40; k += 9) { |
| 13014 | GemmMicrokernelTester() |
| 13015 | .mr(2) |
| 13016 | .nr(16) |
| 13017 | .kr(2) |
| 13018 | .sr(1) |
| 13019 | .m(2) |
| 13020 | .n(n) |
| 13021 | .k(k) |
| 13022 | .ks(3) |
| 13023 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13024 | } |
| 13025 | } |
| 13026 | } |
| 13027 | |
| 13028 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C2__NEON_MULL_DUP, strided_cm_subtile) { |
| 13029 | TEST_REQUIRES_ARM_NEON; |
| 13030 | for (size_t k = 1; k <= 40; k += 9) { |
| 13031 | for (uint32_t n = 1; n <= 16; n++) { |
| 13032 | for (uint32_t m = 1; m <= 2; m++) { |
| 13033 | GemmMicrokernelTester() |
| 13034 | .mr(2) |
| 13035 | .nr(16) |
| 13036 | .kr(2) |
| 13037 | .sr(1) |
| 13038 | .m(m) |
| 13039 | .n(n) |
| 13040 | .k(k) |
| 13041 | .cm_stride(19) |
| 13042 | .iterations(1) |
| 13043 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13044 | } |
| 13045 | } |
| 13046 | } |
| 13047 | } |
| 13048 | |
| 13049 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C2__NEON_MULL_DUP, a_offset) { |
| 13050 | TEST_REQUIRES_ARM_NEON; |
| 13051 | for (size_t k = 1; k <= 40; k += 9) { |
| 13052 | GemmMicrokernelTester() |
| 13053 | .mr(2) |
| 13054 | .nr(16) |
| 13055 | .kr(2) |
| 13056 | .sr(1) |
| 13057 | .m(2) |
| 13058 | .n(16) |
| 13059 | .k(k) |
| 13060 | .ks(3) |
| 13061 | .a_offset(83) |
| 13062 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13063 | } |
| 13064 | } |
| 13065 | |
| 13066 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C2__NEON_MULL_DUP, zero) { |
| 13067 | TEST_REQUIRES_ARM_NEON; |
| 13068 | for (size_t k = 1; k <= 40; k += 9) { |
| 13069 | for (uint32_t mz = 0; mz < 2; mz++) { |
| 13070 | GemmMicrokernelTester() |
| 13071 | .mr(2) |
| 13072 | .nr(16) |
| 13073 | .kr(2) |
| 13074 | .sr(1) |
| 13075 | .m(2) |
| 13076 | .n(16) |
| 13077 | .k(k) |
| 13078 | .ks(3) |
| 13079 | .a_offset(83) |
| 13080 | .zero_index(mz) |
| 13081 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13082 | } |
| 13083 | } |
| 13084 | } |
| 13085 | |
| 13086 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C2__NEON_MULL_DUP, qmin) { |
| 13087 | TEST_REQUIRES_ARM_NEON; |
| 13088 | GemmMicrokernelTester() |
| 13089 | .mr(2) |
| 13090 | .nr(16) |
| 13091 | .kr(2) |
| 13092 | .sr(1) |
| 13093 | .m(2) |
| 13094 | .n(16) |
| 13095 | .k(8) |
| 13096 | .qmin(128) |
| 13097 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13098 | } |
| 13099 | |
| 13100 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C2__NEON_MULL_DUP, qmax) { |
| 13101 | TEST_REQUIRES_ARM_NEON; |
| 13102 | GemmMicrokernelTester() |
| 13103 | .mr(2) |
| 13104 | .nr(16) |
| 13105 | .kr(2) |
| 13106 | .sr(1) |
| 13107 | .m(2) |
| 13108 | .n(16) |
| 13109 | .k(8) |
| 13110 | .qmax(128) |
| 13111 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13112 | } |
| 13113 | |
| 13114 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C2__NEON_MULL_DUP, strided_cm) { |
| 13115 | TEST_REQUIRES_ARM_NEON; |
| 13116 | GemmMicrokernelTester() |
| 13117 | .mr(2) |
| 13118 | .nr(16) |
| 13119 | .kr(2) |
| 13120 | .sr(1) |
| 13121 | .m(2) |
| 13122 | .n(16) |
| 13123 | .k(8) |
| 13124 | .cm_stride(19) |
| 13125 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mull_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13126 | } |
| 13127 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 13128 | |
| 13129 | |
| 13130 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 13131 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_DUP, k_eq_16) { |
| 13132 | TEST_REQUIRES_ARM_NEON; |
| 13133 | GemmMicrokernelTester() |
| 13134 | .mr(1) |
| 13135 | .nr(8) |
| 13136 | .kr(2) |
| 13137 | .sr(1) |
| 13138 | .m(1) |
| 13139 | .n(8) |
| 13140 | .k(16) |
| 13141 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13142 | } |
| 13143 | |
| 13144 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_DUP, strided_cn) { |
| 13145 | TEST_REQUIRES_ARM_NEON; |
| 13146 | GemmMicrokernelTester() |
| 13147 | .mr(1) |
| 13148 | .nr(8) |
| 13149 | .kr(2) |
| 13150 | .sr(1) |
| 13151 | .m(1) |
| 13152 | .n(8) |
| 13153 | .k(16) |
| 13154 | .cn_stride(11) |
| 13155 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13156 | } |
| 13157 | |
| 13158 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_DUP, k_eq_16_subtile) { |
| 13159 | TEST_REQUIRES_ARM_NEON; |
| 13160 | for (uint32_t n = 1; n <= 8; n++) { |
| 13161 | for (uint32_t m = 1; m <= 1; m++) { |
| 13162 | GemmMicrokernelTester() |
| 13163 | .mr(1) |
| 13164 | .nr(8) |
| 13165 | .kr(2) |
| 13166 | .sr(1) |
| 13167 | .m(m) |
| 13168 | .n(n) |
| 13169 | .k(16) |
| 13170 | .iterations(1) |
| 13171 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13172 | } |
| 13173 | } |
| 13174 | } |
| 13175 | |
| 13176 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_DUP, k_eq_16_subtile_m) { |
| 13177 | TEST_REQUIRES_ARM_NEON; |
| 13178 | for (uint32_t m = 1; m <= 1; m++) { |
| 13179 | GemmMicrokernelTester() |
| 13180 | .mr(1) |
| 13181 | .nr(8) |
| 13182 | .kr(2) |
| 13183 | .sr(1) |
| 13184 | .m(m) |
| 13185 | .n(8) |
| 13186 | .k(16) |
| 13187 | .iterations(1) |
| 13188 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13189 | } |
| 13190 | } |
| 13191 | |
| 13192 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_DUP, k_eq_16_subtile_n) { |
| 13193 | TEST_REQUIRES_ARM_NEON; |
| 13194 | for (uint32_t n = 1; n <= 8; n++) { |
| 13195 | GemmMicrokernelTester() |
| 13196 | .mr(1) |
| 13197 | .nr(8) |
| 13198 | .kr(2) |
| 13199 | .sr(1) |
| 13200 | .m(1) |
| 13201 | .n(n) |
| 13202 | .k(16) |
| 13203 | .iterations(1) |
| 13204 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13205 | } |
| 13206 | } |
| 13207 | |
| 13208 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_DUP, k_lt_16) { |
| 13209 | TEST_REQUIRES_ARM_NEON; |
| 13210 | for (size_t k = 1; k < 16; k++) { |
| 13211 | GemmMicrokernelTester() |
| 13212 | .mr(1) |
| 13213 | .nr(8) |
| 13214 | .kr(2) |
| 13215 | .sr(1) |
| 13216 | .m(1) |
| 13217 | .n(8) |
| 13218 | .k(k) |
| 13219 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13220 | } |
| 13221 | } |
| 13222 | |
| 13223 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_DUP, k_lt_16_subtile) { |
| 13224 | TEST_REQUIRES_ARM_NEON; |
| 13225 | for (size_t k = 1; k < 16; k++) { |
| 13226 | for (uint32_t n = 1; n <= 8; n++) { |
| 13227 | for (uint32_t m = 1; m <= 1; m++) { |
| 13228 | GemmMicrokernelTester() |
| 13229 | .mr(1) |
| 13230 | .nr(8) |
| 13231 | .kr(2) |
| 13232 | .sr(1) |
| 13233 | .m(m) |
| 13234 | .n(n) |
| 13235 | .k(k) |
| 13236 | .iterations(1) |
| 13237 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13238 | } |
| 13239 | } |
| 13240 | } |
| 13241 | } |
| 13242 | |
| 13243 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_DUP, k_gt_16) { |
| 13244 | TEST_REQUIRES_ARM_NEON; |
| 13245 | for (size_t k = 17; k < 32; k++) { |
| 13246 | GemmMicrokernelTester() |
| 13247 | .mr(1) |
| 13248 | .nr(8) |
| 13249 | .kr(2) |
| 13250 | .sr(1) |
| 13251 | .m(1) |
| 13252 | .n(8) |
| 13253 | .k(k) |
| 13254 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13255 | } |
| 13256 | } |
| 13257 | |
| 13258 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_DUP, k_gt_16_subtile) { |
| 13259 | TEST_REQUIRES_ARM_NEON; |
| 13260 | for (size_t k = 17; k < 32; k++) { |
| 13261 | for (uint32_t n = 1; n <= 8; n++) { |
| 13262 | for (uint32_t m = 1; m <= 1; m++) { |
| 13263 | GemmMicrokernelTester() |
| 13264 | .mr(1) |
| 13265 | .nr(8) |
| 13266 | .kr(2) |
| 13267 | .sr(1) |
| 13268 | .m(m) |
| 13269 | .n(n) |
| 13270 | .k(k) |
| 13271 | .iterations(1) |
| 13272 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13273 | } |
| 13274 | } |
| 13275 | } |
| 13276 | } |
| 13277 | |
| 13278 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_DUP, k_div_16) { |
| 13279 | TEST_REQUIRES_ARM_NEON; |
| 13280 | for (size_t k = 32; k <= 160; k += 16) { |
| 13281 | GemmMicrokernelTester() |
| 13282 | .mr(1) |
| 13283 | .nr(8) |
| 13284 | .kr(2) |
| 13285 | .sr(1) |
| 13286 | .m(1) |
| 13287 | .n(8) |
| 13288 | .k(k) |
| 13289 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13290 | } |
| 13291 | } |
| 13292 | |
| 13293 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_DUP, k_div_16_subtile) { |
| 13294 | TEST_REQUIRES_ARM_NEON; |
| 13295 | for (size_t k = 32; k <= 160; k += 16) { |
| 13296 | for (uint32_t n = 1; n <= 8; n++) { |
| 13297 | for (uint32_t m = 1; m <= 1; m++) { |
| 13298 | GemmMicrokernelTester() |
| 13299 | .mr(1) |
| 13300 | .nr(8) |
| 13301 | .kr(2) |
| 13302 | .sr(1) |
| 13303 | .m(m) |
| 13304 | .n(n) |
| 13305 | .k(k) |
| 13306 | .iterations(1) |
| 13307 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13308 | } |
| 13309 | } |
| 13310 | } |
| 13311 | } |
| 13312 | |
| 13313 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_DUP, n_gt_8) { |
| 13314 | TEST_REQUIRES_ARM_NEON; |
| 13315 | for (uint32_t n = 9; n < 16; n++) { |
| 13316 | for (size_t k = 1; k <= 80; k += 17) { |
| 13317 | GemmMicrokernelTester() |
| 13318 | .mr(1) |
| 13319 | .nr(8) |
| 13320 | .kr(2) |
| 13321 | .sr(1) |
| 13322 | .m(1) |
| 13323 | .n(n) |
| 13324 | .k(k) |
| 13325 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13326 | } |
| 13327 | } |
| 13328 | } |
| 13329 | |
| 13330 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_DUP, n_gt_8_strided_cn) { |
| 13331 | TEST_REQUIRES_ARM_NEON; |
| 13332 | for (uint32_t n = 9; n < 16; n++) { |
| 13333 | for (size_t k = 1; k <= 80; k += 17) { |
| 13334 | GemmMicrokernelTester() |
| 13335 | .mr(1) |
| 13336 | .nr(8) |
| 13337 | .kr(2) |
| 13338 | .sr(1) |
| 13339 | .m(1) |
| 13340 | .n(n) |
| 13341 | .k(k) |
| 13342 | .cn_stride(11) |
| 13343 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13344 | } |
| 13345 | } |
| 13346 | } |
| 13347 | |
| 13348 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_DUP, n_gt_8_subtile) { |
| 13349 | TEST_REQUIRES_ARM_NEON; |
| 13350 | for (uint32_t n = 9; n < 16; n++) { |
| 13351 | for (size_t k = 1; k <= 80; k += 17) { |
| 13352 | for (uint32_t m = 1; m <= 1; m++) { |
| 13353 | GemmMicrokernelTester() |
| 13354 | .mr(1) |
| 13355 | .nr(8) |
| 13356 | .kr(2) |
| 13357 | .sr(1) |
| 13358 | .m(m) |
| 13359 | .n(n) |
| 13360 | .k(k) |
| 13361 | .iterations(1) |
| 13362 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13363 | } |
| 13364 | } |
| 13365 | } |
| 13366 | } |
| 13367 | |
| 13368 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_DUP, n_div_8) { |
| 13369 | TEST_REQUIRES_ARM_NEON; |
| 13370 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 13371 | for (size_t k = 1; k <= 80; k += 17) { |
| 13372 | GemmMicrokernelTester() |
| 13373 | .mr(1) |
| 13374 | .nr(8) |
| 13375 | .kr(2) |
| 13376 | .sr(1) |
| 13377 | .m(1) |
| 13378 | .n(n) |
| 13379 | .k(k) |
| 13380 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13381 | } |
| 13382 | } |
| 13383 | } |
| 13384 | |
| 13385 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_DUP, n_div_8_strided_cn) { |
| 13386 | TEST_REQUIRES_ARM_NEON; |
| 13387 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 13388 | for (size_t k = 1; k <= 80; k += 17) { |
| 13389 | GemmMicrokernelTester() |
| 13390 | .mr(1) |
| 13391 | .nr(8) |
| 13392 | .kr(2) |
| 13393 | .sr(1) |
| 13394 | .m(1) |
| 13395 | .n(n) |
| 13396 | .k(k) |
| 13397 | .cn_stride(11) |
| 13398 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13399 | } |
| 13400 | } |
| 13401 | } |
| 13402 | |
| 13403 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_DUP, n_div_8_subtile) { |
| 13404 | TEST_REQUIRES_ARM_NEON; |
| 13405 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 13406 | for (size_t k = 1; k <= 80; k += 17) { |
| 13407 | for (uint32_t m = 1; m <= 1; m++) { |
| 13408 | GemmMicrokernelTester() |
| 13409 | .mr(1) |
| 13410 | .nr(8) |
| 13411 | .kr(2) |
| 13412 | .sr(1) |
| 13413 | .m(m) |
| 13414 | .n(n) |
| 13415 | .k(k) |
| 13416 | .iterations(1) |
| 13417 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13418 | } |
| 13419 | } |
| 13420 | } |
| 13421 | } |
| 13422 | |
| 13423 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_DUP, small_kernel) { |
| 13424 | TEST_REQUIRES_ARM_NEON; |
| 13425 | for (size_t k = 1; k <= 80; k += 17) { |
| 13426 | GemmMicrokernelTester() |
| 13427 | .mr(1) |
| 13428 | .nr(8) |
| 13429 | .kr(2) |
| 13430 | .sr(1) |
| 13431 | .m(1) |
| 13432 | .n(8) |
| 13433 | .k(k) |
| 13434 | .ks(3) |
| 13435 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13436 | } |
| 13437 | } |
| 13438 | |
| 13439 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_DUP, small_kernel_subtile) { |
| 13440 | TEST_REQUIRES_ARM_NEON; |
| 13441 | for (size_t k = 1; k <= 80; k += 17) { |
| 13442 | for (uint32_t n = 1; n <= 8; n++) { |
| 13443 | for (uint32_t m = 1; m <= 1; m++) { |
| 13444 | GemmMicrokernelTester() |
| 13445 | .mr(1) |
| 13446 | .nr(8) |
| 13447 | .kr(2) |
| 13448 | .sr(1) |
| 13449 | .m(m) |
| 13450 | .n(n) |
| 13451 | .k(k) |
| 13452 | .ks(3) |
| 13453 | .iterations(1) |
| 13454 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13455 | } |
| 13456 | } |
| 13457 | } |
| 13458 | } |
| 13459 | |
| 13460 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_DUP, n_gt_8_small_kernel) { |
| 13461 | TEST_REQUIRES_ARM_NEON; |
| 13462 | for (uint32_t n = 9; n < 16; n++) { |
| 13463 | for (size_t k = 1; k <= 80; k += 17) { |
| 13464 | GemmMicrokernelTester() |
| 13465 | .mr(1) |
| 13466 | .nr(8) |
| 13467 | .kr(2) |
| 13468 | .sr(1) |
| 13469 | .m(1) |
| 13470 | .n(n) |
| 13471 | .k(k) |
| 13472 | .ks(3) |
| 13473 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13474 | } |
| 13475 | } |
| 13476 | } |
| 13477 | |
| 13478 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_DUP, n_div_8_small_kernel) { |
| 13479 | TEST_REQUIRES_ARM_NEON; |
| 13480 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 13481 | for (size_t k = 1; k <= 80; k += 17) { |
| 13482 | GemmMicrokernelTester() |
| 13483 | .mr(1) |
| 13484 | .nr(8) |
| 13485 | .kr(2) |
| 13486 | .sr(1) |
| 13487 | .m(1) |
| 13488 | .n(n) |
| 13489 | .k(k) |
| 13490 | .ks(3) |
| 13491 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13492 | } |
| 13493 | } |
| 13494 | } |
| 13495 | |
| 13496 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_DUP, strided_cm_subtile) { |
| 13497 | TEST_REQUIRES_ARM_NEON; |
| 13498 | for (size_t k = 1; k <= 80; k += 17) { |
| 13499 | for (uint32_t n = 1; n <= 8; n++) { |
| 13500 | for (uint32_t m = 1; m <= 1; m++) { |
| 13501 | GemmMicrokernelTester() |
| 13502 | .mr(1) |
| 13503 | .nr(8) |
| 13504 | .kr(2) |
| 13505 | .sr(1) |
| 13506 | .m(m) |
| 13507 | .n(n) |
| 13508 | .k(k) |
| 13509 | .cm_stride(11) |
| 13510 | .iterations(1) |
| 13511 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13512 | } |
| 13513 | } |
| 13514 | } |
| 13515 | } |
| 13516 | |
| 13517 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_DUP, a_offset) { |
| 13518 | TEST_REQUIRES_ARM_NEON; |
| 13519 | for (size_t k = 1; k <= 80; k += 17) { |
| 13520 | GemmMicrokernelTester() |
| 13521 | .mr(1) |
| 13522 | .nr(8) |
| 13523 | .kr(2) |
| 13524 | .sr(1) |
| 13525 | .m(1) |
| 13526 | .n(8) |
| 13527 | .k(k) |
| 13528 | .ks(3) |
| 13529 | .a_offset(83) |
| 13530 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13531 | } |
| 13532 | } |
| 13533 | |
| 13534 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_DUP, zero) { |
| 13535 | TEST_REQUIRES_ARM_NEON; |
| 13536 | for (size_t k = 1; k <= 80; k += 17) { |
| 13537 | for (uint32_t mz = 0; mz < 1; mz++) { |
| 13538 | GemmMicrokernelTester() |
| 13539 | .mr(1) |
| 13540 | .nr(8) |
| 13541 | .kr(2) |
| 13542 | .sr(1) |
| 13543 | .m(1) |
| 13544 | .n(8) |
| 13545 | .k(k) |
| 13546 | .ks(3) |
| 13547 | .a_offset(83) |
| 13548 | .zero_index(mz) |
| 13549 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13550 | } |
| 13551 | } |
| 13552 | } |
| 13553 | |
| 13554 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_DUP, qmin) { |
| 13555 | TEST_REQUIRES_ARM_NEON; |
| 13556 | GemmMicrokernelTester() |
| 13557 | .mr(1) |
| 13558 | .nr(8) |
| 13559 | .kr(2) |
| 13560 | .sr(1) |
| 13561 | .m(1) |
| 13562 | .n(8) |
| 13563 | .k(16) |
| 13564 | .qmin(128) |
| 13565 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13566 | } |
| 13567 | |
| 13568 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_DUP, qmax) { |
| 13569 | TEST_REQUIRES_ARM_NEON; |
| 13570 | GemmMicrokernelTester() |
| 13571 | .mr(1) |
| 13572 | .nr(8) |
| 13573 | .kr(2) |
| 13574 | .sr(1) |
| 13575 | .m(1) |
| 13576 | .n(8) |
| 13577 | .k(16) |
| 13578 | .qmax(128) |
| 13579 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13580 | } |
| 13581 | |
| 13582 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C2__NEON_MLAL_DUP, strided_cm) { |
| 13583 | TEST_REQUIRES_ARM_NEON; |
| 13584 | GemmMicrokernelTester() |
| 13585 | .mr(1) |
| 13586 | .nr(8) |
| 13587 | .kr(2) |
| 13588 | .sr(1) |
| 13589 | .m(1) |
| 13590 | .n(8) |
| 13591 | .k(16) |
| 13592 | .cm_stride(11) |
| 13593 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13594 | } |
| 13595 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 13596 | |
| 13597 | |
| 13598 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 13599 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_DUP, k_eq_16) { |
| 13600 | TEST_REQUIRES_ARM_NEON; |
| 13601 | GemmMicrokernelTester() |
| 13602 | .mr(3) |
| 13603 | .nr(8) |
| 13604 | .kr(2) |
| 13605 | .sr(1) |
| 13606 | .m(3) |
| 13607 | .n(8) |
| 13608 | .k(16) |
| 13609 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13610 | } |
| 13611 | |
| 13612 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_DUP, strided_cn) { |
| 13613 | TEST_REQUIRES_ARM_NEON; |
| 13614 | GemmMicrokernelTester() |
| 13615 | .mr(3) |
| 13616 | .nr(8) |
| 13617 | .kr(2) |
| 13618 | .sr(1) |
| 13619 | .m(3) |
| 13620 | .n(8) |
| 13621 | .k(16) |
| 13622 | .cn_stride(11) |
| 13623 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13624 | } |
| 13625 | |
| 13626 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_DUP, k_eq_16_subtile) { |
| 13627 | TEST_REQUIRES_ARM_NEON; |
| 13628 | for (uint32_t n = 1; n <= 8; n++) { |
| 13629 | for (uint32_t m = 1; m <= 3; m++) { |
| 13630 | GemmMicrokernelTester() |
| 13631 | .mr(3) |
| 13632 | .nr(8) |
| 13633 | .kr(2) |
| 13634 | .sr(1) |
| 13635 | .m(m) |
| 13636 | .n(n) |
| 13637 | .k(16) |
| 13638 | .iterations(1) |
| 13639 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13640 | } |
| 13641 | } |
| 13642 | } |
| 13643 | |
| 13644 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_DUP, k_eq_16_subtile_m) { |
| 13645 | TEST_REQUIRES_ARM_NEON; |
| 13646 | for (uint32_t m = 1; m <= 3; m++) { |
| 13647 | GemmMicrokernelTester() |
| 13648 | .mr(3) |
| 13649 | .nr(8) |
| 13650 | .kr(2) |
| 13651 | .sr(1) |
| 13652 | .m(m) |
| 13653 | .n(8) |
| 13654 | .k(16) |
| 13655 | .iterations(1) |
| 13656 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13657 | } |
| 13658 | } |
| 13659 | |
| 13660 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_DUP, k_eq_16_subtile_n) { |
| 13661 | TEST_REQUIRES_ARM_NEON; |
| 13662 | for (uint32_t n = 1; n <= 8; n++) { |
| 13663 | GemmMicrokernelTester() |
| 13664 | .mr(3) |
| 13665 | .nr(8) |
| 13666 | .kr(2) |
| 13667 | .sr(1) |
| 13668 | .m(3) |
| 13669 | .n(n) |
| 13670 | .k(16) |
| 13671 | .iterations(1) |
| 13672 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13673 | } |
| 13674 | } |
| 13675 | |
| 13676 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_DUP, k_lt_16) { |
| 13677 | TEST_REQUIRES_ARM_NEON; |
| 13678 | for (size_t k = 1; k < 16; k++) { |
| 13679 | GemmMicrokernelTester() |
| 13680 | .mr(3) |
| 13681 | .nr(8) |
| 13682 | .kr(2) |
| 13683 | .sr(1) |
| 13684 | .m(3) |
| 13685 | .n(8) |
| 13686 | .k(k) |
| 13687 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13688 | } |
| 13689 | } |
| 13690 | |
| 13691 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_DUP, k_lt_16_subtile) { |
| 13692 | TEST_REQUIRES_ARM_NEON; |
| 13693 | for (size_t k = 1; k < 16; k++) { |
| 13694 | for (uint32_t n = 1; n <= 8; n++) { |
| 13695 | for (uint32_t m = 1; m <= 3; m++) { |
| 13696 | GemmMicrokernelTester() |
| 13697 | .mr(3) |
| 13698 | .nr(8) |
| 13699 | .kr(2) |
| 13700 | .sr(1) |
| 13701 | .m(m) |
| 13702 | .n(n) |
| 13703 | .k(k) |
| 13704 | .iterations(1) |
| 13705 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13706 | } |
| 13707 | } |
| 13708 | } |
| 13709 | } |
| 13710 | |
| 13711 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_DUP, k_gt_16) { |
| 13712 | TEST_REQUIRES_ARM_NEON; |
| 13713 | for (size_t k = 17; k < 32; k++) { |
| 13714 | GemmMicrokernelTester() |
| 13715 | .mr(3) |
| 13716 | .nr(8) |
| 13717 | .kr(2) |
| 13718 | .sr(1) |
| 13719 | .m(3) |
| 13720 | .n(8) |
| 13721 | .k(k) |
| 13722 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13723 | } |
| 13724 | } |
| 13725 | |
| 13726 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_DUP, k_gt_16_subtile) { |
| 13727 | TEST_REQUIRES_ARM_NEON; |
| 13728 | for (size_t k = 17; k < 32; k++) { |
| 13729 | for (uint32_t n = 1; n <= 8; n++) { |
| 13730 | for (uint32_t m = 1; m <= 3; m++) { |
| 13731 | GemmMicrokernelTester() |
| 13732 | .mr(3) |
| 13733 | .nr(8) |
| 13734 | .kr(2) |
| 13735 | .sr(1) |
| 13736 | .m(m) |
| 13737 | .n(n) |
| 13738 | .k(k) |
| 13739 | .iterations(1) |
| 13740 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13741 | } |
| 13742 | } |
| 13743 | } |
| 13744 | } |
| 13745 | |
| 13746 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_DUP, k_div_16) { |
| 13747 | TEST_REQUIRES_ARM_NEON; |
| 13748 | for (size_t k = 32; k <= 160; k += 16) { |
| 13749 | GemmMicrokernelTester() |
| 13750 | .mr(3) |
| 13751 | .nr(8) |
| 13752 | .kr(2) |
| 13753 | .sr(1) |
| 13754 | .m(3) |
| 13755 | .n(8) |
| 13756 | .k(k) |
| 13757 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13758 | } |
| 13759 | } |
| 13760 | |
| 13761 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_DUP, k_div_16_subtile) { |
| 13762 | TEST_REQUIRES_ARM_NEON; |
| 13763 | for (size_t k = 32; k <= 160; k += 16) { |
| 13764 | for (uint32_t n = 1; n <= 8; n++) { |
| 13765 | for (uint32_t m = 1; m <= 3; m++) { |
| 13766 | GemmMicrokernelTester() |
| 13767 | .mr(3) |
| 13768 | .nr(8) |
| 13769 | .kr(2) |
| 13770 | .sr(1) |
| 13771 | .m(m) |
| 13772 | .n(n) |
| 13773 | .k(k) |
| 13774 | .iterations(1) |
| 13775 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13776 | } |
| 13777 | } |
| 13778 | } |
| 13779 | } |
| 13780 | |
| 13781 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_DUP, n_gt_8) { |
| 13782 | TEST_REQUIRES_ARM_NEON; |
| 13783 | for (uint32_t n = 9; n < 16; n++) { |
| 13784 | for (size_t k = 1; k <= 80; k += 17) { |
| 13785 | GemmMicrokernelTester() |
| 13786 | .mr(3) |
| 13787 | .nr(8) |
| 13788 | .kr(2) |
| 13789 | .sr(1) |
| 13790 | .m(3) |
| 13791 | .n(n) |
| 13792 | .k(k) |
| 13793 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13794 | } |
| 13795 | } |
| 13796 | } |
| 13797 | |
| 13798 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_DUP, n_gt_8_strided_cn) { |
| 13799 | TEST_REQUIRES_ARM_NEON; |
| 13800 | for (uint32_t n = 9; n < 16; n++) { |
| 13801 | for (size_t k = 1; k <= 80; k += 17) { |
| 13802 | GemmMicrokernelTester() |
| 13803 | .mr(3) |
| 13804 | .nr(8) |
| 13805 | .kr(2) |
| 13806 | .sr(1) |
| 13807 | .m(3) |
| 13808 | .n(n) |
| 13809 | .k(k) |
| 13810 | .cn_stride(11) |
| 13811 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13812 | } |
| 13813 | } |
| 13814 | } |
| 13815 | |
| 13816 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_DUP, n_gt_8_subtile) { |
| 13817 | TEST_REQUIRES_ARM_NEON; |
| 13818 | for (uint32_t n = 9; n < 16; n++) { |
| 13819 | for (size_t k = 1; k <= 80; k += 17) { |
| 13820 | for (uint32_t m = 1; m <= 3; m++) { |
| 13821 | GemmMicrokernelTester() |
| 13822 | .mr(3) |
| 13823 | .nr(8) |
| 13824 | .kr(2) |
| 13825 | .sr(1) |
| 13826 | .m(m) |
| 13827 | .n(n) |
| 13828 | .k(k) |
| 13829 | .iterations(1) |
| 13830 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13831 | } |
| 13832 | } |
| 13833 | } |
| 13834 | } |
| 13835 | |
| 13836 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_DUP, n_div_8) { |
| 13837 | TEST_REQUIRES_ARM_NEON; |
| 13838 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 13839 | for (size_t k = 1; k <= 80; k += 17) { |
| 13840 | GemmMicrokernelTester() |
| 13841 | .mr(3) |
| 13842 | .nr(8) |
| 13843 | .kr(2) |
| 13844 | .sr(1) |
| 13845 | .m(3) |
| 13846 | .n(n) |
| 13847 | .k(k) |
| 13848 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13849 | } |
| 13850 | } |
| 13851 | } |
| 13852 | |
| 13853 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_DUP, n_div_8_strided_cn) { |
| 13854 | TEST_REQUIRES_ARM_NEON; |
| 13855 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 13856 | for (size_t k = 1; k <= 80; k += 17) { |
| 13857 | GemmMicrokernelTester() |
| 13858 | .mr(3) |
| 13859 | .nr(8) |
| 13860 | .kr(2) |
| 13861 | .sr(1) |
| 13862 | .m(3) |
| 13863 | .n(n) |
| 13864 | .k(k) |
| 13865 | .cn_stride(11) |
| 13866 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13867 | } |
| 13868 | } |
| 13869 | } |
| 13870 | |
| 13871 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_DUP, n_div_8_subtile) { |
| 13872 | TEST_REQUIRES_ARM_NEON; |
| 13873 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 13874 | for (size_t k = 1; k <= 80; k += 17) { |
| 13875 | for (uint32_t m = 1; m <= 3; m++) { |
| 13876 | GemmMicrokernelTester() |
| 13877 | .mr(3) |
| 13878 | .nr(8) |
| 13879 | .kr(2) |
| 13880 | .sr(1) |
| 13881 | .m(m) |
| 13882 | .n(n) |
| 13883 | .k(k) |
| 13884 | .iterations(1) |
| 13885 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13886 | } |
| 13887 | } |
| 13888 | } |
| 13889 | } |
| 13890 | |
| 13891 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_DUP, small_kernel) { |
| 13892 | TEST_REQUIRES_ARM_NEON; |
| 13893 | for (size_t k = 1; k <= 80; k += 17) { |
| 13894 | GemmMicrokernelTester() |
| 13895 | .mr(3) |
| 13896 | .nr(8) |
| 13897 | .kr(2) |
| 13898 | .sr(1) |
| 13899 | .m(3) |
| 13900 | .n(8) |
| 13901 | .k(k) |
| 13902 | .ks(3) |
| 13903 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13904 | } |
| 13905 | } |
| 13906 | |
| 13907 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_DUP, small_kernel_subtile) { |
| 13908 | TEST_REQUIRES_ARM_NEON; |
| 13909 | for (size_t k = 1; k <= 80; k += 17) { |
| 13910 | for (uint32_t n = 1; n <= 8; n++) { |
| 13911 | for (uint32_t m = 1; m <= 3; m++) { |
| 13912 | GemmMicrokernelTester() |
| 13913 | .mr(3) |
| 13914 | .nr(8) |
| 13915 | .kr(2) |
| 13916 | .sr(1) |
| 13917 | .m(m) |
| 13918 | .n(n) |
| 13919 | .k(k) |
| 13920 | .ks(3) |
| 13921 | .iterations(1) |
| 13922 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13923 | } |
| 13924 | } |
| 13925 | } |
| 13926 | } |
| 13927 | |
| 13928 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_DUP, n_gt_8_small_kernel) { |
| 13929 | TEST_REQUIRES_ARM_NEON; |
| 13930 | for (uint32_t n = 9; n < 16; n++) { |
| 13931 | for (size_t k = 1; k <= 80; k += 17) { |
| 13932 | GemmMicrokernelTester() |
| 13933 | .mr(3) |
| 13934 | .nr(8) |
| 13935 | .kr(2) |
| 13936 | .sr(1) |
| 13937 | .m(3) |
| 13938 | .n(n) |
| 13939 | .k(k) |
| 13940 | .ks(3) |
| 13941 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13942 | } |
| 13943 | } |
| 13944 | } |
| 13945 | |
| 13946 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_DUP, n_div_8_small_kernel) { |
| 13947 | TEST_REQUIRES_ARM_NEON; |
| 13948 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 13949 | for (size_t k = 1; k <= 80; k += 17) { |
| 13950 | GemmMicrokernelTester() |
| 13951 | .mr(3) |
| 13952 | .nr(8) |
| 13953 | .kr(2) |
| 13954 | .sr(1) |
| 13955 | .m(3) |
| 13956 | .n(n) |
| 13957 | .k(k) |
| 13958 | .ks(3) |
| 13959 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13960 | } |
| 13961 | } |
| 13962 | } |
| 13963 | |
| 13964 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_DUP, strided_cm_subtile) { |
| 13965 | TEST_REQUIRES_ARM_NEON; |
| 13966 | for (size_t k = 1; k <= 80; k += 17) { |
| 13967 | for (uint32_t n = 1; n <= 8; n++) { |
| 13968 | for (uint32_t m = 1; m <= 3; m++) { |
| 13969 | GemmMicrokernelTester() |
| 13970 | .mr(3) |
| 13971 | .nr(8) |
| 13972 | .kr(2) |
| 13973 | .sr(1) |
| 13974 | .m(m) |
| 13975 | .n(n) |
| 13976 | .k(k) |
| 13977 | .cm_stride(11) |
| 13978 | .iterations(1) |
| 13979 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13980 | } |
| 13981 | } |
| 13982 | } |
| 13983 | } |
| 13984 | |
| 13985 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_DUP, a_offset) { |
| 13986 | TEST_REQUIRES_ARM_NEON; |
| 13987 | for (size_t k = 1; k <= 80; k += 17) { |
| 13988 | GemmMicrokernelTester() |
| 13989 | .mr(3) |
| 13990 | .nr(8) |
| 13991 | .kr(2) |
| 13992 | .sr(1) |
| 13993 | .m(3) |
| 13994 | .n(8) |
| 13995 | .k(k) |
| 13996 | .ks(3) |
| 13997 | .a_offset(251) |
| 13998 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 13999 | } |
| 14000 | } |
| 14001 | |
| 14002 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_DUP, zero) { |
| 14003 | TEST_REQUIRES_ARM_NEON; |
| 14004 | for (size_t k = 1; k <= 80; k += 17) { |
| 14005 | for (uint32_t mz = 0; mz < 3; mz++) { |
| 14006 | GemmMicrokernelTester() |
| 14007 | .mr(3) |
| 14008 | .nr(8) |
| 14009 | .kr(2) |
| 14010 | .sr(1) |
| 14011 | .m(3) |
| 14012 | .n(8) |
| 14013 | .k(k) |
| 14014 | .ks(3) |
| 14015 | .a_offset(251) |
| 14016 | .zero_index(mz) |
| 14017 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14018 | } |
| 14019 | } |
| 14020 | } |
| 14021 | |
| 14022 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_DUP, qmin) { |
| 14023 | TEST_REQUIRES_ARM_NEON; |
| 14024 | GemmMicrokernelTester() |
| 14025 | .mr(3) |
| 14026 | .nr(8) |
| 14027 | .kr(2) |
| 14028 | .sr(1) |
| 14029 | .m(3) |
| 14030 | .n(8) |
| 14031 | .k(16) |
| 14032 | .qmin(128) |
| 14033 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14034 | } |
| 14035 | |
| 14036 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_DUP, qmax) { |
| 14037 | TEST_REQUIRES_ARM_NEON; |
| 14038 | GemmMicrokernelTester() |
| 14039 | .mr(3) |
| 14040 | .nr(8) |
| 14041 | .kr(2) |
| 14042 | .sr(1) |
| 14043 | .m(3) |
| 14044 | .n(8) |
| 14045 | .k(16) |
| 14046 | .qmax(128) |
| 14047 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14048 | } |
| 14049 | |
| 14050 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C2__NEON_MLAL_DUP, strided_cm) { |
| 14051 | TEST_REQUIRES_ARM_NEON; |
| 14052 | GemmMicrokernelTester() |
| 14053 | .mr(3) |
| 14054 | .nr(8) |
| 14055 | .kr(2) |
| 14056 | .sr(1) |
| 14057 | .m(3) |
| 14058 | .n(8) |
| 14059 | .k(16) |
| 14060 | .cm_stride(11) |
| 14061 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14062 | } |
| 14063 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 14064 | |
| 14065 | |
| 14066 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 14067 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2__NEON_MLAL_DUP, k_eq_16) { |
| 14068 | TEST_REQUIRES_ARM_NEON; |
| 14069 | GemmMicrokernelTester() |
| 14070 | .mr(1) |
| 14071 | .nr(16) |
| 14072 | .kr(2) |
| 14073 | .sr(1) |
| 14074 | .m(1) |
| 14075 | .n(16) |
| 14076 | .k(16) |
| 14077 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14078 | } |
| 14079 | |
| 14080 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2__NEON_MLAL_DUP, strided_cn) { |
| 14081 | TEST_REQUIRES_ARM_NEON; |
| 14082 | GemmMicrokernelTester() |
| 14083 | .mr(1) |
| 14084 | .nr(16) |
| 14085 | .kr(2) |
| 14086 | .sr(1) |
| 14087 | .m(1) |
| 14088 | .n(16) |
| 14089 | .k(16) |
| 14090 | .cn_stride(19) |
| 14091 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14092 | } |
| 14093 | |
| 14094 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2__NEON_MLAL_DUP, k_eq_16_subtile) { |
| 14095 | TEST_REQUIRES_ARM_NEON; |
| 14096 | for (uint32_t n = 1; n <= 16; n++) { |
| 14097 | for (uint32_t m = 1; m <= 1; m++) { |
| 14098 | GemmMicrokernelTester() |
| 14099 | .mr(1) |
| 14100 | .nr(16) |
| 14101 | .kr(2) |
| 14102 | .sr(1) |
| 14103 | .m(m) |
| 14104 | .n(n) |
| 14105 | .k(16) |
| 14106 | .iterations(1) |
| 14107 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14108 | } |
| 14109 | } |
| 14110 | } |
| 14111 | |
| 14112 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2__NEON_MLAL_DUP, k_eq_16_subtile_m) { |
| 14113 | TEST_REQUIRES_ARM_NEON; |
| 14114 | for (uint32_t m = 1; m <= 1; m++) { |
| 14115 | GemmMicrokernelTester() |
| 14116 | .mr(1) |
| 14117 | .nr(16) |
| 14118 | .kr(2) |
| 14119 | .sr(1) |
| 14120 | .m(m) |
| 14121 | .n(16) |
| 14122 | .k(16) |
| 14123 | .iterations(1) |
| 14124 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14125 | } |
| 14126 | } |
| 14127 | |
| 14128 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2__NEON_MLAL_DUP, k_eq_16_subtile_n) { |
| 14129 | TEST_REQUIRES_ARM_NEON; |
| 14130 | for (uint32_t n = 1; n <= 16; n++) { |
| 14131 | GemmMicrokernelTester() |
| 14132 | .mr(1) |
| 14133 | .nr(16) |
| 14134 | .kr(2) |
| 14135 | .sr(1) |
| 14136 | .m(1) |
| 14137 | .n(n) |
| 14138 | .k(16) |
| 14139 | .iterations(1) |
| 14140 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14141 | } |
| 14142 | } |
| 14143 | |
| 14144 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2__NEON_MLAL_DUP, k_lt_16) { |
| 14145 | TEST_REQUIRES_ARM_NEON; |
| 14146 | for (size_t k = 1; k < 16; k++) { |
| 14147 | GemmMicrokernelTester() |
| 14148 | .mr(1) |
| 14149 | .nr(16) |
| 14150 | .kr(2) |
| 14151 | .sr(1) |
| 14152 | .m(1) |
| 14153 | .n(16) |
| 14154 | .k(k) |
| 14155 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14156 | } |
| 14157 | } |
| 14158 | |
| 14159 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2__NEON_MLAL_DUP, k_lt_16_subtile) { |
| 14160 | TEST_REQUIRES_ARM_NEON; |
| 14161 | for (size_t k = 1; k < 16; k++) { |
| 14162 | for (uint32_t n = 1; n <= 16; n++) { |
| 14163 | for (uint32_t m = 1; m <= 1; m++) { |
| 14164 | GemmMicrokernelTester() |
| 14165 | .mr(1) |
| 14166 | .nr(16) |
| 14167 | .kr(2) |
| 14168 | .sr(1) |
| 14169 | .m(m) |
| 14170 | .n(n) |
| 14171 | .k(k) |
| 14172 | .iterations(1) |
| 14173 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14174 | } |
| 14175 | } |
| 14176 | } |
| 14177 | } |
| 14178 | |
| 14179 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2__NEON_MLAL_DUP, k_gt_16) { |
| 14180 | TEST_REQUIRES_ARM_NEON; |
| 14181 | for (size_t k = 17; k < 32; k++) { |
| 14182 | GemmMicrokernelTester() |
| 14183 | .mr(1) |
| 14184 | .nr(16) |
| 14185 | .kr(2) |
| 14186 | .sr(1) |
| 14187 | .m(1) |
| 14188 | .n(16) |
| 14189 | .k(k) |
| 14190 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14191 | } |
| 14192 | } |
| 14193 | |
| 14194 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2__NEON_MLAL_DUP, k_gt_16_subtile) { |
| 14195 | TEST_REQUIRES_ARM_NEON; |
| 14196 | for (size_t k = 17; k < 32; k++) { |
| 14197 | for (uint32_t n = 1; n <= 16; n++) { |
| 14198 | for (uint32_t m = 1; m <= 1; m++) { |
| 14199 | GemmMicrokernelTester() |
| 14200 | .mr(1) |
| 14201 | .nr(16) |
| 14202 | .kr(2) |
| 14203 | .sr(1) |
| 14204 | .m(m) |
| 14205 | .n(n) |
| 14206 | .k(k) |
| 14207 | .iterations(1) |
| 14208 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14209 | } |
| 14210 | } |
| 14211 | } |
| 14212 | } |
| 14213 | |
| 14214 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2__NEON_MLAL_DUP, k_div_16) { |
| 14215 | TEST_REQUIRES_ARM_NEON; |
| 14216 | for (size_t k = 32; k <= 160; k += 16) { |
| 14217 | GemmMicrokernelTester() |
| 14218 | .mr(1) |
| 14219 | .nr(16) |
| 14220 | .kr(2) |
| 14221 | .sr(1) |
| 14222 | .m(1) |
| 14223 | .n(16) |
| 14224 | .k(k) |
| 14225 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14226 | } |
| 14227 | } |
| 14228 | |
| 14229 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2__NEON_MLAL_DUP, k_div_16_subtile) { |
| 14230 | TEST_REQUIRES_ARM_NEON; |
| 14231 | for (size_t k = 32; k <= 160; k += 16) { |
| 14232 | for (uint32_t n = 1; n <= 16; n++) { |
| 14233 | for (uint32_t m = 1; m <= 1; m++) { |
| 14234 | GemmMicrokernelTester() |
| 14235 | .mr(1) |
| 14236 | .nr(16) |
| 14237 | .kr(2) |
| 14238 | .sr(1) |
| 14239 | .m(m) |
| 14240 | .n(n) |
| 14241 | .k(k) |
| 14242 | .iterations(1) |
| 14243 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14244 | } |
| 14245 | } |
| 14246 | } |
| 14247 | } |
| 14248 | |
| 14249 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2__NEON_MLAL_DUP, n_gt_16) { |
| 14250 | TEST_REQUIRES_ARM_NEON; |
| 14251 | for (uint32_t n = 17; n < 32; n++) { |
| 14252 | for (size_t k = 1; k <= 80; k += 17) { |
| 14253 | GemmMicrokernelTester() |
| 14254 | .mr(1) |
| 14255 | .nr(16) |
| 14256 | .kr(2) |
| 14257 | .sr(1) |
| 14258 | .m(1) |
| 14259 | .n(n) |
| 14260 | .k(k) |
| 14261 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14262 | } |
| 14263 | } |
| 14264 | } |
| 14265 | |
| 14266 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2__NEON_MLAL_DUP, n_gt_16_strided_cn) { |
| 14267 | TEST_REQUIRES_ARM_NEON; |
| 14268 | for (uint32_t n = 17; n < 32; n++) { |
| 14269 | for (size_t k = 1; k <= 80; k += 17) { |
| 14270 | GemmMicrokernelTester() |
| 14271 | .mr(1) |
| 14272 | .nr(16) |
| 14273 | .kr(2) |
| 14274 | .sr(1) |
| 14275 | .m(1) |
| 14276 | .n(n) |
| 14277 | .k(k) |
| 14278 | .cn_stride(19) |
| 14279 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14280 | } |
| 14281 | } |
| 14282 | } |
| 14283 | |
| 14284 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2__NEON_MLAL_DUP, n_gt_16_subtile) { |
| 14285 | TEST_REQUIRES_ARM_NEON; |
| 14286 | for (uint32_t n = 17; n < 32; n++) { |
| 14287 | for (size_t k = 1; k <= 80; k += 17) { |
| 14288 | for (uint32_t m = 1; m <= 1; m++) { |
| 14289 | GemmMicrokernelTester() |
| 14290 | .mr(1) |
| 14291 | .nr(16) |
| 14292 | .kr(2) |
| 14293 | .sr(1) |
| 14294 | .m(m) |
| 14295 | .n(n) |
| 14296 | .k(k) |
| 14297 | .iterations(1) |
| 14298 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14299 | } |
| 14300 | } |
| 14301 | } |
| 14302 | } |
| 14303 | |
| 14304 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2__NEON_MLAL_DUP, n_div_16) { |
| 14305 | TEST_REQUIRES_ARM_NEON; |
| 14306 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 14307 | for (size_t k = 1; k <= 80; k += 17) { |
| 14308 | GemmMicrokernelTester() |
| 14309 | .mr(1) |
| 14310 | .nr(16) |
| 14311 | .kr(2) |
| 14312 | .sr(1) |
| 14313 | .m(1) |
| 14314 | .n(n) |
| 14315 | .k(k) |
| 14316 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14317 | } |
| 14318 | } |
| 14319 | } |
| 14320 | |
| 14321 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2__NEON_MLAL_DUP, n_div_16_strided_cn) { |
| 14322 | TEST_REQUIRES_ARM_NEON; |
| 14323 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 14324 | for (size_t k = 1; k <= 80; k += 17) { |
| 14325 | GemmMicrokernelTester() |
| 14326 | .mr(1) |
| 14327 | .nr(16) |
| 14328 | .kr(2) |
| 14329 | .sr(1) |
| 14330 | .m(1) |
| 14331 | .n(n) |
| 14332 | .k(k) |
| 14333 | .cn_stride(19) |
| 14334 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14335 | } |
| 14336 | } |
| 14337 | } |
| 14338 | |
| 14339 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2__NEON_MLAL_DUP, n_div_16_subtile) { |
| 14340 | TEST_REQUIRES_ARM_NEON; |
| 14341 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 14342 | for (size_t k = 1; k <= 80; k += 17) { |
| 14343 | for (uint32_t m = 1; m <= 1; m++) { |
| 14344 | GemmMicrokernelTester() |
| 14345 | .mr(1) |
| 14346 | .nr(16) |
| 14347 | .kr(2) |
| 14348 | .sr(1) |
| 14349 | .m(m) |
| 14350 | .n(n) |
| 14351 | .k(k) |
| 14352 | .iterations(1) |
| 14353 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14354 | } |
| 14355 | } |
| 14356 | } |
| 14357 | } |
| 14358 | |
| 14359 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2__NEON_MLAL_DUP, small_kernel) { |
| 14360 | TEST_REQUIRES_ARM_NEON; |
| 14361 | for (size_t k = 1; k <= 80; k += 17) { |
| 14362 | GemmMicrokernelTester() |
| 14363 | .mr(1) |
| 14364 | .nr(16) |
| 14365 | .kr(2) |
| 14366 | .sr(1) |
| 14367 | .m(1) |
| 14368 | .n(16) |
| 14369 | .k(k) |
| 14370 | .ks(3) |
| 14371 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14372 | } |
| 14373 | } |
| 14374 | |
| 14375 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2__NEON_MLAL_DUP, small_kernel_subtile) { |
| 14376 | TEST_REQUIRES_ARM_NEON; |
| 14377 | for (size_t k = 1; k <= 80; k += 17) { |
| 14378 | for (uint32_t n = 1; n <= 16; n++) { |
| 14379 | for (uint32_t m = 1; m <= 1; m++) { |
| 14380 | GemmMicrokernelTester() |
| 14381 | .mr(1) |
| 14382 | .nr(16) |
| 14383 | .kr(2) |
| 14384 | .sr(1) |
| 14385 | .m(m) |
| 14386 | .n(n) |
| 14387 | .k(k) |
| 14388 | .ks(3) |
| 14389 | .iterations(1) |
| 14390 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14391 | } |
| 14392 | } |
| 14393 | } |
| 14394 | } |
| 14395 | |
| 14396 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2__NEON_MLAL_DUP, n_gt_16_small_kernel) { |
| 14397 | TEST_REQUIRES_ARM_NEON; |
| 14398 | for (uint32_t n = 17; n < 32; n++) { |
| 14399 | for (size_t k = 1; k <= 80; k += 17) { |
| 14400 | GemmMicrokernelTester() |
| 14401 | .mr(1) |
| 14402 | .nr(16) |
| 14403 | .kr(2) |
| 14404 | .sr(1) |
| 14405 | .m(1) |
| 14406 | .n(n) |
| 14407 | .k(k) |
| 14408 | .ks(3) |
| 14409 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14410 | } |
| 14411 | } |
| 14412 | } |
| 14413 | |
| 14414 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2__NEON_MLAL_DUP, n_div_16_small_kernel) { |
| 14415 | TEST_REQUIRES_ARM_NEON; |
| 14416 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 14417 | for (size_t k = 1; k <= 80; k += 17) { |
| 14418 | GemmMicrokernelTester() |
| 14419 | .mr(1) |
| 14420 | .nr(16) |
| 14421 | .kr(2) |
| 14422 | .sr(1) |
| 14423 | .m(1) |
| 14424 | .n(n) |
| 14425 | .k(k) |
| 14426 | .ks(3) |
| 14427 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14428 | } |
| 14429 | } |
| 14430 | } |
| 14431 | |
| 14432 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2__NEON_MLAL_DUP, strided_cm_subtile) { |
| 14433 | TEST_REQUIRES_ARM_NEON; |
| 14434 | for (size_t k = 1; k <= 80; k += 17) { |
| 14435 | for (uint32_t n = 1; n <= 16; n++) { |
| 14436 | for (uint32_t m = 1; m <= 1; m++) { |
| 14437 | GemmMicrokernelTester() |
| 14438 | .mr(1) |
| 14439 | .nr(16) |
| 14440 | .kr(2) |
| 14441 | .sr(1) |
| 14442 | .m(m) |
| 14443 | .n(n) |
| 14444 | .k(k) |
| 14445 | .cm_stride(19) |
| 14446 | .iterations(1) |
| 14447 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14448 | } |
| 14449 | } |
| 14450 | } |
| 14451 | } |
| 14452 | |
| 14453 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2__NEON_MLAL_DUP, a_offset) { |
| 14454 | TEST_REQUIRES_ARM_NEON; |
| 14455 | for (size_t k = 1; k <= 80; k += 17) { |
| 14456 | GemmMicrokernelTester() |
| 14457 | .mr(1) |
| 14458 | .nr(16) |
| 14459 | .kr(2) |
| 14460 | .sr(1) |
| 14461 | .m(1) |
| 14462 | .n(16) |
| 14463 | .k(k) |
| 14464 | .ks(3) |
| 14465 | .a_offset(83) |
| 14466 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14467 | } |
| 14468 | } |
| 14469 | |
| 14470 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2__NEON_MLAL_DUP, zero) { |
| 14471 | TEST_REQUIRES_ARM_NEON; |
| 14472 | for (size_t k = 1; k <= 80; k += 17) { |
| 14473 | for (uint32_t mz = 0; mz < 1; mz++) { |
| 14474 | GemmMicrokernelTester() |
| 14475 | .mr(1) |
| 14476 | .nr(16) |
| 14477 | .kr(2) |
| 14478 | .sr(1) |
| 14479 | .m(1) |
| 14480 | .n(16) |
| 14481 | .k(k) |
| 14482 | .ks(3) |
| 14483 | .a_offset(83) |
| 14484 | .zero_index(mz) |
| 14485 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14486 | } |
| 14487 | } |
| 14488 | } |
| 14489 | |
| 14490 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2__NEON_MLAL_DUP, qmin) { |
| 14491 | TEST_REQUIRES_ARM_NEON; |
| 14492 | GemmMicrokernelTester() |
| 14493 | .mr(1) |
| 14494 | .nr(16) |
| 14495 | .kr(2) |
| 14496 | .sr(1) |
| 14497 | .m(1) |
| 14498 | .n(16) |
| 14499 | .k(16) |
| 14500 | .qmin(128) |
| 14501 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14502 | } |
| 14503 | |
| 14504 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2__NEON_MLAL_DUP, qmax) { |
| 14505 | TEST_REQUIRES_ARM_NEON; |
| 14506 | GemmMicrokernelTester() |
| 14507 | .mr(1) |
| 14508 | .nr(16) |
| 14509 | .kr(2) |
| 14510 | .sr(1) |
| 14511 | .m(1) |
| 14512 | .n(16) |
| 14513 | .k(16) |
| 14514 | .qmax(128) |
| 14515 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14516 | } |
| 14517 | |
| 14518 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C2__NEON_MLAL_DUP, strided_cm) { |
| 14519 | TEST_REQUIRES_ARM_NEON; |
| 14520 | GemmMicrokernelTester() |
| 14521 | .mr(1) |
| 14522 | .nr(16) |
| 14523 | .kr(2) |
| 14524 | .sr(1) |
| 14525 | .m(1) |
| 14526 | .n(16) |
| 14527 | .k(16) |
| 14528 | .cm_stride(19) |
| 14529 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mlal_dup, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14530 | } |
| 14531 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 14532 | |
| 14533 | |
| 14534 | #if XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY |
| 14535 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C8__AARCH64_NEON_MLAL, k_eq_16) { |
| 14536 | TEST_REQUIRES_ARM_NEON; |
| 14537 | GemmMicrokernelTester() |
| 14538 | .mr(2) |
| 14539 | .nr(8) |
| 14540 | .kr(8) |
| 14541 | .sr(1) |
| 14542 | .m(2) |
| 14543 | .n(8) |
| 14544 | .k(16) |
| 14545 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14546 | } |
| 14547 | |
| 14548 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C8__AARCH64_NEON_MLAL, strided_cn) { |
| 14549 | TEST_REQUIRES_ARM_NEON; |
| 14550 | GemmMicrokernelTester() |
| 14551 | .mr(2) |
| 14552 | .nr(8) |
| 14553 | .kr(8) |
| 14554 | .sr(1) |
| 14555 | .m(2) |
| 14556 | .n(8) |
| 14557 | .k(16) |
| 14558 | .cn_stride(11) |
| 14559 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14560 | } |
| 14561 | |
| 14562 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C8__AARCH64_NEON_MLAL, k_eq_16_subtile) { |
| 14563 | TEST_REQUIRES_ARM_NEON; |
| 14564 | for (uint32_t n = 1; n <= 8; n++) { |
| 14565 | for (uint32_t m = 1; m <= 2; m++) { |
| 14566 | GemmMicrokernelTester() |
| 14567 | .mr(2) |
| 14568 | .nr(8) |
| 14569 | .kr(8) |
| 14570 | .sr(1) |
| 14571 | .m(m) |
| 14572 | .n(n) |
| 14573 | .k(16) |
| 14574 | .iterations(1) |
| 14575 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14576 | } |
| 14577 | } |
| 14578 | } |
| 14579 | |
| 14580 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C8__AARCH64_NEON_MLAL, k_eq_16_subtile_m) { |
| 14581 | TEST_REQUIRES_ARM_NEON; |
| 14582 | for (uint32_t m = 1; m <= 2; m++) { |
| 14583 | GemmMicrokernelTester() |
| 14584 | .mr(2) |
| 14585 | .nr(8) |
| 14586 | .kr(8) |
| 14587 | .sr(1) |
| 14588 | .m(m) |
| 14589 | .n(8) |
| 14590 | .k(16) |
| 14591 | .iterations(1) |
| 14592 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14593 | } |
| 14594 | } |
| 14595 | |
| 14596 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C8__AARCH64_NEON_MLAL, k_eq_16_subtile_n) { |
| 14597 | TEST_REQUIRES_ARM_NEON; |
| 14598 | for (uint32_t n = 1; n <= 8; n++) { |
| 14599 | GemmMicrokernelTester() |
| 14600 | .mr(2) |
| 14601 | .nr(8) |
| 14602 | .kr(8) |
| 14603 | .sr(1) |
| 14604 | .m(2) |
| 14605 | .n(n) |
| 14606 | .k(16) |
| 14607 | .iterations(1) |
| 14608 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14609 | } |
| 14610 | } |
| 14611 | |
| 14612 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C8__AARCH64_NEON_MLAL, k_lt_16) { |
| 14613 | TEST_REQUIRES_ARM_NEON; |
| 14614 | for (size_t k = 1; k < 16; k++) { |
| 14615 | GemmMicrokernelTester() |
| 14616 | .mr(2) |
| 14617 | .nr(8) |
| 14618 | .kr(8) |
| 14619 | .sr(1) |
| 14620 | .m(2) |
| 14621 | .n(8) |
| 14622 | .k(k) |
| 14623 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14624 | } |
| 14625 | } |
| 14626 | |
| 14627 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C8__AARCH64_NEON_MLAL, k_lt_16_subtile) { |
| 14628 | TEST_REQUIRES_ARM_NEON; |
| 14629 | for (size_t k = 1; k < 16; k++) { |
| 14630 | for (uint32_t n = 1; n <= 8; n++) { |
| 14631 | for (uint32_t m = 1; m <= 2; m++) { |
| 14632 | GemmMicrokernelTester() |
| 14633 | .mr(2) |
| 14634 | .nr(8) |
| 14635 | .kr(8) |
| 14636 | .sr(1) |
| 14637 | .m(m) |
| 14638 | .n(n) |
| 14639 | .k(k) |
| 14640 | .iterations(1) |
| 14641 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14642 | } |
| 14643 | } |
| 14644 | } |
| 14645 | } |
| 14646 | |
| 14647 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C8__AARCH64_NEON_MLAL, k_gt_16) { |
| 14648 | TEST_REQUIRES_ARM_NEON; |
| 14649 | for (size_t k = 17; k < 32; k++) { |
| 14650 | GemmMicrokernelTester() |
| 14651 | .mr(2) |
| 14652 | .nr(8) |
| 14653 | .kr(8) |
| 14654 | .sr(1) |
| 14655 | .m(2) |
| 14656 | .n(8) |
| 14657 | .k(k) |
| 14658 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14659 | } |
| 14660 | } |
| 14661 | |
| 14662 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C8__AARCH64_NEON_MLAL, k_gt_16_subtile) { |
| 14663 | TEST_REQUIRES_ARM_NEON; |
| 14664 | for (size_t k = 17; k < 32; k++) { |
| 14665 | for (uint32_t n = 1; n <= 8; n++) { |
| 14666 | for (uint32_t m = 1; m <= 2; m++) { |
| 14667 | GemmMicrokernelTester() |
| 14668 | .mr(2) |
| 14669 | .nr(8) |
| 14670 | .kr(8) |
| 14671 | .sr(1) |
| 14672 | .m(m) |
| 14673 | .n(n) |
| 14674 | .k(k) |
| 14675 | .iterations(1) |
| 14676 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14677 | } |
| 14678 | } |
| 14679 | } |
| 14680 | } |
| 14681 | |
| 14682 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C8__AARCH64_NEON_MLAL, k_div_16) { |
| 14683 | TEST_REQUIRES_ARM_NEON; |
| 14684 | for (size_t k = 32; k <= 160; k += 16) { |
| 14685 | GemmMicrokernelTester() |
| 14686 | .mr(2) |
| 14687 | .nr(8) |
| 14688 | .kr(8) |
| 14689 | .sr(1) |
| 14690 | .m(2) |
| 14691 | .n(8) |
| 14692 | .k(k) |
| 14693 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14694 | } |
| 14695 | } |
| 14696 | |
| 14697 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C8__AARCH64_NEON_MLAL, k_div_16_subtile) { |
| 14698 | TEST_REQUIRES_ARM_NEON; |
| 14699 | for (size_t k = 32; k <= 160; k += 16) { |
| 14700 | for (uint32_t n = 1; n <= 8; n++) { |
| 14701 | for (uint32_t m = 1; m <= 2; m++) { |
| 14702 | GemmMicrokernelTester() |
| 14703 | .mr(2) |
| 14704 | .nr(8) |
| 14705 | .kr(8) |
| 14706 | .sr(1) |
| 14707 | .m(m) |
| 14708 | .n(n) |
| 14709 | .k(k) |
| 14710 | .iterations(1) |
| 14711 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14712 | } |
| 14713 | } |
| 14714 | } |
| 14715 | } |
| 14716 | |
| 14717 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C8__AARCH64_NEON_MLAL, n_gt_8) { |
| 14718 | TEST_REQUIRES_ARM_NEON; |
| 14719 | for (uint32_t n = 9; n < 16; n++) { |
| 14720 | for (size_t k = 1; k <= 80; k += 17) { |
| 14721 | GemmMicrokernelTester() |
| 14722 | .mr(2) |
| 14723 | .nr(8) |
| 14724 | .kr(8) |
| 14725 | .sr(1) |
| 14726 | .m(2) |
| 14727 | .n(n) |
| 14728 | .k(k) |
| 14729 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14730 | } |
| 14731 | } |
| 14732 | } |
| 14733 | |
| 14734 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C8__AARCH64_NEON_MLAL, n_gt_8_strided_cn) { |
| 14735 | TEST_REQUIRES_ARM_NEON; |
| 14736 | for (uint32_t n = 9; n < 16; n++) { |
| 14737 | for (size_t k = 1; k <= 80; k += 17) { |
| 14738 | GemmMicrokernelTester() |
| 14739 | .mr(2) |
| 14740 | .nr(8) |
| 14741 | .kr(8) |
| 14742 | .sr(1) |
| 14743 | .m(2) |
| 14744 | .n(n) |
| 14745 | .k(k) |
| 14746 | .cn_stride(11) |
| 14747 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14748 | } |
| 14749 | } |
| 14750 | } |
| 14751 | |
| 14752 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C8__AARCH64_NEON_MLAL, n_gt_8_subtile) { |
| 14753 | TEST_REQUIRES_ARM_NEON; |
| 14754 | for (uint32_t n = 9; n < 16; n++) { |
| 14755 | for (size_t k = 1; k <= 80; k += 17) { |
| 14756 | for (uint32_t m = 1; m <= 2; m++) { |
| 14757 | GemmMicrokernelTester() |
| 14758 | .mr(2) |
| 14759 | .nr(8) |
| 14760 | .kr(8) |
| 14761 | .sr(1) |
| 14762 | .m(m) |
| 14763 | .n(n) |
| 14764 | .k(k) |
| 14765 | .iterations(1) |
| 14766 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14767 | } |
| 14768 | } |
| 14769 | } |
| 14770 | } |
| 14771 | |
| 14772 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C8__AARCH64_NEON_MLAL, n_div_8) { |
| 14773 | TEST_REQUIRES_ARM_NEON; |
| 14774 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 14775 | for (size_t k = 1; k <= 80; k += 17) { |
| 14776 | GemmMicrokernelTester() |
| 14777 | .mr(2) |
| 14778 | .nr(8) |
| 14779 | .kr(8) |
| 14780 | .sr(1) |
| 14781 | .m(2) |
| 14782 | .n(n) |
| 14783 | .k(k) |
| 14784 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14785 | } |
| 14786 | } |
| 14787 | } |
| 14788 | |
| 14789 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C8__AARCH64_NEON_MLAL, n_div_8_strided_cn) { |
| 14790 | TEST_REQUIRES_ARM_NEON; |
| 14791 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 14792 | for (size_t k = 1; k <= 80; k += 17) { |
| 14793 | GemmMicrokernelTester() |
| 14794 | .mr(2) |
| 14795 | .nr(8) |
| 14796 | .kr(8) |
| 14797 | .sr(1) |
| 14798 | .m(2) |
| 14799 | .n(n) |
| 14800 | .k(k) |
| 14801 | .cn_stride(11) |
| 14802 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14803 | } |
| 14804 | } |
| 14805 | } |
| 14806 | |
| 14807 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C8__AARCH64_NEON_MLAL, n_div_8_subtile) { |
| 14808 | TEST_REQUIRES_ARM_NEON; |
| 14809 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 14810 | for (size_t k = 1; k <= 80; k += 17) { |
| 14811 | for (uint32_t m = 1; m <= 2; m++) { |
| 14812 | GemmMicrokernelTester() |
| 14813 | .mr(2) |
| 14814 | .nr(8) |
| 14815 | .kr(8) |
| 14816 | .sr(1) |
| 14817 | .m(m) |
| 14818 | .n(n) |
| 14819 | .k(k) |
| 14820 | .iterations(1) |
| 14821 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14822 | } |
| 14823 | } |
| 14824 | } |
| 14825 | } |
| 14826 | |
| 14827 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C8__AARCH64_NEON_MLAL, small_kernel) { |
| 14828 | TEST_REQUIRES_ARM_NEON; |
| 14829 | for (size_t k = 1; k <= 80; k += 17) { |
| 14830 | GemmMicrokernelTester() |
| 14831 | .mr(2) |
| 14832 | .nr(8) |
| 14833 | .kr(8) |
| 14834 | .sr(1) |
| 14835 | .m(2) |
| 14836 | .n(8) |
| 14837 | .k(k) |
| 14838 | .ks(3) |
| 14839 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14840 | } |
| 14841 | } |
| 14842 | |
| 14843 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C8__AARCH64_NEON_MLAL, small_kernel_subtile) { |
| 14844 | TEST_REQUIRES_ARM_NEON; |
| 14845 | for (size_t k = 1; k <= 80; k += 17) { |
| 14846 | for (uint32_t n = 1; n <= 8; n++) { |
| 14847 | for (uint32_t m = 1; m <= 2; m++) { |
| 14848 | GemmMicrokernelTester() |
| 14849 | .mr(2) |
| 14850 | .nr(8) |
| 14851 | .kr(8) |
| 14852 | .sr(1) |
| 14853 | .m(m) |
| 14854 | .n(n) |
| 14855 | .k(k) |
| 14856 | .ks(3) |
| 14857 | .iterations(1) |
| 14858 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14859 | } |
| 14860 | } |
| 14861 | } |
| 14862 | } |
| 14863 | |
| 14864 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C8__AARCH64_NEON_MLAL, n_gt_8_small_kernel) { |
| 14865 | TEST_REQUIRES_ARM_NEON; |
| 14866 | for (uint32_t n = 9; n < 16; n++) { |
| 14867 | for (size_t k = 1; k <= 80; k += 17) { |
| 14868 | GemmMicrokernelTester() |
| 14869 | .mr(2) |
| 14870 | .nr(8) |
| 14871 | .kr(8) |
| 14872 | .sr(1) |
| 14873 | .m(2) |
| 14874 | .n(n) |
| 14875 | .k(k) |
| 14876 | .ks(3) |
| 14877 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14878 | } |
| 14879 | } |
| 14880 | } |
| 14881 | |
| 14882 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C8__AARCH64_NEON_MLAL, n_div_8_small_kernel) { |
| 14883 | TEST_REQUIRES_ARM_NEON; |
| 14884 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 14885 | for (size_t k = 1; k <= 80; k += 17) { |
| 14886 | GemmMicrokernelTester() |
| 14887 | .mr(2) |
| 14888 | .nr(8) |
| 14889 | .kr(8) |
| 14890 | .sr(1) |
| 14891 | .m(2) |
| 14892 | .n(n) |
| 14893 | .k(k) |
| 14894 | .ks(3) |
| 14895 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14896 | } |
| 14897 | } |
| 14898 | } |
| 14899 | |
| 14900 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C8__AARCH64_NEON_MLAL, strided_cm_subtile) { |
| 14901 | TEST_REQUIRES_ARM_NEON; |
| 14902 | for (size_t k = 1; k <= 80; k += 17) { |
| 14903 | for (uint32_t n = 1; n <= 8; n++) { |
| 14904 | for (uint32_t m = 1; m <= 2; m++) { |
| 14905 | GemmMicrokernelTester() |
| 14906 | .mr(2) |
| 14907 | .nr(8) |
| 14908 | .kr(8) |
| 14909 | .sr(1) |
| 14910 | .m(m) |
| 14911 | .n(n) |
| 14912 | .k(k) |
| 14913 | .cm_stride(11) |
| 14914 | .iterations(1) |
| 14915 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14916 | } |
| 14917 | } |
| 14918 | } |
| 14919 | } |
| 14920 | |
| 14921 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C8__AARCH64_NEON_MLAL, a_offset) { |
| 14922 | TEST_REQUIRES_ARM_NEON; |
| 14923 | for (size_t k = 1; k <= 80; k += 17) { |
| 14924 | GemmMicrokernelTester() |
| 14925 | .mr(2) |
| 14926 | .nr(8) |
| 14927 | .kr(8) |
| 14928 | .sr(1) |
| 14929 | .m(2) |
| 14930 | .n(8) |
| 14931 | .k(k) |
| 14932 | .ks(3) |
| 14933 | .a_offset(163) |
| 14934 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14935 | } |
| 14936 | } |
| 14937 | |
| 14938 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C8__AARCH64_NEON_MLAL, zero) { |
| 14939 | TEST_REQUIRES_ARM_NEON; |
| 14940 | for (size_t k = 1; k <= 80; k += 17) { |
| 14941 | for (uint32_t mz = 0; mz < 2; mz++) { |
| 14942 | GemmMicrokernelTester() |
| 14943 | .mr(2) |
| 14944 | .nr(8) |
| 14945 | .kr(8) |
| 14946 | .sr(1) |
| 14947 | .m(2) |
| 14948 | .n(8) |
| 14949 | .k(k) |
| 14950 | .ks(3) |
| 14951 | .a_offset(163) |
| 14952 | .zero_index(mz) |
| 14953 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14954 | } |
| 14955 | } |
| 14956 | } |
| 14957 | |
| 14958 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C8__AARCH64_NEON_MLAL, qmin) { |
| 14959 | TEST_REQUIRES_ARM_NEON; |
| 14960 | GemmMicrokernelTester() |
| 14961 | .mr(2) |
| 14962 | .nr(8) |
| 14963 | .kr(8) |
| 14964 | .sr(1) |
| 14965 | .m(2) |
| 14966 | .n(8) |
| 14967 | .k(16) |
| 14968 | .qmin(128) |
| 14969 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14970 | } |
| 14971 | |
| 14972 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C8__AARCH64_NEON_MLAL, qmax) { |
| 14973 | TEST_REQUIRES_ARM_NEON; |
| 14974 | GemmMicrokernelTester() |
| 14975 | .mr(2) |
| 14976 | .nr(8) |
| 14977 | .kr(8) |
| 14978 | .sr(1) |
| 14979 | .m(2) |
| 14980 | .n(8) |
| 14981 | .k(16) |
| 14982 | .qmax(128) |
| 14983 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14984 | } |
| 14985 | |
| 14986 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X8C8__AARCH64_NEON_MLAL, strided_cm) { |
| 14987 | TEST_REQUIRES_ARM_NEON; |
| 14988 | GemmMicrokernelTester() |
| 14989 | .mr(2) |
| 14990 | .nr(8) |
| 14991 | .kr(8) |
| 14992 | .sr(1) |
| 14993 | .m(2) |
| 14994 | .n(8) |
| 14995 | .k(16) |
| 14996 | .cm_stride(11) |
| 14997 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 14998 | } |
| 14999 | #endif // XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY |
| 15000 | |
| 15001 | |
| 15002 | #if XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY |
| 15003 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C8__AARCH64_NEON_MLAL, k_eq_16) { |
| 15004 | TEST_REQUIRES_ARM_NEON; |
| 15005 | GemmMicrokernelTester() |
| 15006 | .mr(1) |
| 15007 | .nr(8) |
| 15008 | .kr(8) |
| 15009 | .sr(1) |
| 15010 | .m(1) |
| 15011 | .n(8) |
| 15012 | .k(16) |
| 15013 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15014 | } |
| 15015 | |
| 15016 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C8__AARCH64_NEON_MLAL, strided_cn) { |
| 15017 | TEST_REQUIRES_ARM_NEON; |
| 15018 | GemmMicrokernelTester() |
| 15019 | .mr(1) |
| 15020 | .nr(8) |
| 15021 | .kr(8) |
| 15022 | .sr(1) |
| 15023 | .m(1) |
| 15024 | .n(8) |
| 15025 | .k(16) |
| 15026 | .cn_stride(11) |
| 15027 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15028 | } |
| 15029 | |
| 15030 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C8__AARCH64_NEON_MLAL, k_eq_16_subtile) { |
| 15031 | TEST_REQUIRES_ARM_NEON; |
| 15032 | for (uint32_t n = 1; n <= 8; n++) { |
| 15033 | for (uint32_t m = 1; m <= 1; m++) { |
| 15034 | GemmMicrokernelTester() |
| 15035 | .mr(1) |
| 15036 | .nr(8) |
| 15037 | .kr(8) |
| 15038 | .sr(1) |
| 15039 | .m(m) |
| 15040 | .n(n) |
| 15041 | .k(16) |
| 15042 | .iterations(1) |
| 15043 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15044 | } |
| 15045 | } |
| 15046 | } |
| 15047 | |
| 15048 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C8__AARCH64_NEON_MLAL, k_eq_16_subtile_m) { |
| 15049 | TEST_REQUIRES_ARM_NEON; |
| 15050 | for (uint32_t m = 1; m <= 1; m++) { |
| 15051 | GemmMicrokernelTester() |
| 15052 | .mr(1) |
| 15053 | .nr(8) |
| 15054 | .kr(8) |
| 15055 | .sr(1) |
| 15056 | .m(m) |
| 15057 | .n(8) |
| 15058 | .k(16) |
| 15059 | .iterations(1) |
| 15060 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15061 | } |
| 15062 | } |
| 15063 | |
| 15064 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C8__AARCH64_NEON_MLAL, k_eq_16_subtile_n) { |
| 15065 | TEST_REQUIRES_ARM_NEON; |
| 15066 | for (uint32_t n = 1; n <= 8; n++) { |
| 15067 | GemmMicrokernelTester() |
| 15068 | .mr(1) |
| 15069 | .nr(8) |
| 15070 | .kr(8) |
| 15071 | .sr(1) |
| 15072 | .m(1) |
| 15073 | .n(n) |
| 15074 | .k(16) |
| 15075 | .iterations(1) |
| 15076 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15077 | } |
| 15078 | } |
| 15079 | |
| 15080 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C8__AARCH64_NEON_MLAL, k_lt_16) { |
| 15081 | TEST_REQUIRES_ARM_NEON; |
| 15082 | for (size_t k = 1; k < 16; k++) { |
| 15083 | GemmMicrokernelTester() |
| 15084 | .mr(1) |
| 15085 | .nr(8) |
| 15086 | .kr(8) |
| 15087 | .sr(1) |
| 15088 | .m(1) |
| 15089 | .n(8) |
| 15090 | .k(k) |
| 15091 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15092 | } |
| 15093 | } |
| 15094 | |
| 15095 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C8__AARCH64_NEON_MLAL, k_lt_16_subtile) { |
| 15096 | TEST_REQUIRES_ARM_NEON; |
| 15097 | for (size_t k = 1; k < 16; k++) { |
| 15098 | for (uint32_t n = 1; n <= 8; n++) { |
| 15099 | for (uint32_t m = 1; m <= 1; m++) { |
| 15100 | GemmMicrokernelTester() |
| 15101 | .mr(1) |
| 15102 | .nr(8) |
| 15103 | .kr(8) |
| 15104 | .sr(1) |
| 15105 | .m(m) |
| 15106 | .n(n) |
| 15107 | .k(k) |
| 15108 | .iterations(1) |
| 15109 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15110 | } |
| 15111 | } |
| 15112 | } |
| 15113 | } |
| 15114 | |
| 15115 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C8__AARCH64_NEON_MLAL, k_gt_16) { |
| 15116 | TEST_REQUIRES_ARM_NEON; |
| 15117 | for (size_t k = 17; k < 32; k++) { |
| 15118 | GemmMicrokernelTester() |
| 15119 | .mr(1) |
| 15120 | .nr(8) |
| 15121 | .kr(8) |
| 15122 | .sr(1) |
| 15123 | .m(1) |
| 15124 | .n(8) |
| 15125 | .k(k) |
| 15126 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15127 | } |
| 15128 | } |
| 15129 | |
| 15130 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C8__AARCH64_NEON_MLAL, k_gt_16_subtile) { |
| 15131 | TEST_REQUIRES_ARM_NEON; |
| 15132 | for (size_t k = 17; k < 32; k++) { |
| 15133 | for (uint32_t n = 1; n <= 8; n++) { |
| 15134 | for (uint32_t m = 1; m <= 1; m++) { |
| 15135 | GemmMicrokernelTester() |
| 15136 | .mr(1) |
| 15137 | .nr(8) |
| 15138 | .kr(8) |
| 15139 | .sr(1) |
| 15140 | .m(m) |
| 15141 | .n(n) |
| 15142 | .k(k) |
| 15143 | .iterations(1) |
| 15144 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15145 | } |
| 15146 | } |
| 15147 | } |
| 15148 | } |
| 15149 | |
| 15150 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C8__AARCH64_NEON_MLAL, k_div_16) { |
| 15151 | TEST_REQUIRES_ARM_NEON; |
| 15152 | for (size_t k = 32; k <= 160; k += 16) { |
| 15153 | GemmMicrokernelTester() |
| 15154 | .mr(1) |
| 15155 | .nr(8) |
| 15156 | .kr(8) |
| 15157 | .sr(1) |
| 15158 | .m(1) |
| 15159 | .n(8) |
| 15160 | .k(k) |
| 15161 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15162 | } |
| 15163 | } |
| 15164 | |
| 15165 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C8__AARCH64_NEON_MLAL, k_div_16_subtile) { |
| 15166 | TEST_REQUIRES_ARM_NEON; |
| 15167 | for (size_t k = 32; k <= 160; k += 16) { |
| 15168 | for (uint32_t n = 1; n <= 8; n++) { |
| 15169 | for (uint32_t m = 1; m <= 1; m++) { |
| 15170 | GemmMicrokernelTester() |
| 15171 | .mr(1) |
| 15172 | .nr(8) |
| 15173 | .kr(8) |
| 15174 | .sr(1) |
| 15175 | .m(m) |
| 15176 | .n(n) |
| 15177 | .k(k) |
| 15178 | .iterations(1) |
| 15179 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15180 | } |
| 15181 | } |
| 15182 | } |
| 15183 | } |
| 15184 | |
| 15185 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C8__AARCH64_NEON_MLAL, n_gt_8) { |
| 15186 | TEST_REQUIRES_ARM_NEON; |
| 15187 | for (uint32_t n = 9; n < 16; n++) { |
| 15188 | for (size_t k = 1; k <= 80; k += 17) { |
| 15189 | GemmMicrokernelTester() |
| 15190 | .mr(1) |
| 15191 | .nr(8) |
| 15192 | .kr(8) |
| 15193 | .sr(1) |
| 15194 | .m(1) |
| 15195 | .n(n) |
| 15196 | .k(k) |
| 15197 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15198 | } |
| 15199 | } |
| 15200 | } |
| 15201 | |
| 15202 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C8__AARCH64_NEON_MLAL, n_gt_8_strided_cn) { |
| 15203 | TEST_REQUIRES_ARM_NEON; |
| 15204 | for (uint32_t n = 9; n < 16; n++) { |
| 15205 | for (size_t k = 1; k <= 80; k += 17) { |
| 15206 | GemmMicrokernelTester() |
| 15207 | .mr(1) |
| 15208 | .nr(8) |
| 15209 | .kr(8) |
| 15210 | .sr(1) |
| 15211 | .m(1) |
| 15212 | .n(n) |
| 15213 | .k(k) |
| 15214 | .cn_stride(11) |
| 15215 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15216 | } |
| 15217 | } |
| 15218 | } |
| 15219 | |
| 15220 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C8__AARCH64_NEON_MLAL, n_gt_8_subtile) { |
| 15221 | TEST_REQUIRES_ARM_NEON; |
| 15222 | for (uint32_t n = 9; n < 16; n++) { |
| 15223 | for (size_t k = 1; k <= 80; k += 17) { |
| 15224 | for (uint32_t m = 1; m <= 1; m++) { |
| 15225 | GemmMicrokernelTester() |
| 15226 | .mr(1) |
| 15227 | .nr(8) |
| 15228 | .kr(8) |
| 15229 | .sr(1) |
| 15230 | .m(m) |
| 15231 | .n(n) |
| 15232 | .k(k) |
| 15233 | .iterations(1) |
| 15234 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15235 | } |
| 15236 | } |
| 15237 | } |
| 15238 | } |
| 15239 | |
| 15240 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C8__AARCH64_NEON_MLAL, n_div_8) { |
| 15241 | TEST_REQUIRES_ARM_NEON; |
| 15242 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 15243 | for (size_t k = 1; k <= 80; k += 17) { |
| 15244 | GemmMicrokernelTester() |
| 15245 | .mr(1) |
| 15246 | .nr(8) |
| 15247 | .kr(8) |
| 15248 | .sr(1) |
| 15249 | .m(1) |
| 15250 | .n(n) |
| 15251 | .k(k) |
| 15252 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15253 | } |
| 15254 | } |
| 15255 | } |
| 15256 | |
| 15257 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C8__AARCH64_NEON_MLAL, n_div_8_strided_cn) { |
| 15258 | TEST_REQUIRES_ARM_NEON; |
| 15259 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 15260 | for (size_t k = 1; k <= 80; k += 17) { |
| 15261 | GemmMicrokernelTester() |
| 15262 | .mr(1) |
| 15263 | .nr(8) |
| 15264 | .kr(8) |
| 15265 | .sr(1) |
| 15266 | .m(1) |
| 15267 | .n(n) |
| 15268 | .k(k) |
| 15269 | .cn_stride(11) |
| 15270 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15271 | } |
| 15272 | } |
| 15273 | } |
| 15274 | |
| 15275 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C8__AARCH64_NEON_MLAL, n_div_8_subtile) { |
| 15276 | TEST_REQUIRES_ARM_NEON; |
| 15277 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 15278 | for (size_t k = 1; k <= 80; k += 17) { |
| 15279 | for (uint32_t m = 1; m <= 1; m++) { |
| 15280 | GemmMicrokernelTester() |
| 15281 | .mr(1) |
| 15282 | .nr(8) |
| 15283 | .kr(8) |
| 15284 | .sr(1) |
| 15285 | .m(m) |
| 15286 | .n(n) |
| 15287 | .k(k) |
| 15288 | .iterations(1) |
| 15289 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15290 | } |
| 15291 | } |
| 15292 | } |
| 15293 | } |
| 15294 | |
| 15295 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C8__AARCH64_NEON_MLAL, small_kernel) { |
| 15296 | TEST_REQUIRES_ARM_NEON; |
| 15297 | for (size_t k = 1; k <= 80; k += 17) { |
| 15298 | GemmMicrokernelTester() |
| 15299 | .mr(1) |
| 15300 | .nr(8) |
| 15301 | .kr(8) |
| 15302 | .sr(1) |
| 15303 | .m(1) |
| 15304 | .n(8) |
| 15305 | .k(k) |
| 15306 | .ks(3) |
| 15307 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15308 | } |
| 15309 | } |
| 15310 | |
| 15311 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C8__AARCH64_NEON_MLAL, small_kernel_subtile) { |
| 15312 | TEST_REQUIRES_ARM_NEON; |
| 15313 | for (size_t k = 1; k <= 80; k += 17) { |
| 15314 | for (uint32_t n = 1; n <= 8; n++) { |
| 15315 | for (uint32_t m = 1; m <= 1; m++) { |
| 15316 | GemmMicrokernelTester() |
| 15317 | .mr(1) |
| 15318 | .nr(8) |
| 15319 | .kr(8) |
| 15320 | .sr(1) |
| 15321 | .m(m) |
| 15322 | .n(n) |
| 15323 | .k(k) |
| 15324 | .ks(3) |
| 15325 | .iterations(1) |
| 15326 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15327 | } |
| 15328 | } |
| 15329 | } |
| 15330 | } |
| 15331 | |
| 15332 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C8__AARCH64_NEON_MLAL, n_gt_8_small_kernel) { |
| 15333 | TEST_REQUIRES_ARM_NEON; |
| 15334 | for (uint32_t n = 9; n < 16; n++) { |
| 15335 | for (size_t k = 1; k <= 80; k += 17) { |
| 15336 | GemmMicrokernelTester() |
| 15337 | .mr(1) |
| 15338 | .nr(8) |
| 15339 | .kr(8) |
| 15340 | .sr(1) |
| 15341 | .m(1) |
| 15342 | .n(n) |
| 15343 | .k(k) |
| 15344 | .ks(3) |
| 15345 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15346 | } |
| 15347 | } |
| 15348 | } |
| 15349 | |
| 15350 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C8__AARCH64_NEON_MLAL, n_div_8_small_kernel) { |
| 15351 | TEST_REQUIRES_ARM_NEON; |
| 15352 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 15353 | for (size_t k = 1; k <= 80; k += 17) { |
| 15354 | GemmMicrokernelTester() |
| 15355 | .mr(1) |
| 15356 | .nr(8) |
| 15357 | .kr(8) |
| 15358 | .sr(1) |
| 15359 | .m(1) |
| 15360 | .n(n) |
| 15361 | .k(k) |
| 15362 | .ks(3) |
| 15363 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15364 | } |
| 15365 | } |
| 15366 | } |
| 15367 | |
| 15368 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C8__AARCH64_NEON_MLAL, strided_cm_subtile) { |
| 15369 | TEST_REQUIRES_ARM_NEON; |
| 15370 | for (size_t k = 1; k <= 80; k += 17) { |
| 15371 | for (uint32_t n = 1; n <= 8; n++) { |
| 15372 | for (uint32_t m = 1; m <= 1; m++) { |
| 15373 | GemmMicrokernelTester() |
| 15374 | .mr(1) |
| 15375 | .nr(8) |
| 15376 | .kr(8) |
| 15377 | .sr(1) |
| 15378 | .m(m) |
| 15379 | .n(n) |
| 15380 | .k(k) |
| 15381 | .cm_stride(11) |
| 15382 | .iterations(1) |
| 15383 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15384 | } |
| 15385 | } |
| 15386 | } |
| 15387 | } |
| 15388 | |
| 15389 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C8__AARCH64_NEON_MLAL, a_offset) { |
| 15390 | TEST_REQUIRES_ARM_NEON; |
| 15391 | for (size_t k = 1; k <= 80; k += 17) { |
| 15392 | GemmMicrokernelTester() |
| 15393 | .mr(1) |
| 15394 | .nr(8) |
| 15395 | .kr(8) |
| 15396 | .sr(1) |
| 15397 | .m(1) |
| 15398 | .n(8) |
| 15399 | .k(k) |
| 15400 | .ks(3) |
| 15401 | .a_offset(83) |
| 15402 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15403 | } |
| 15404 | } |
| 15405 | |
| 15406 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C8__AARCH64_NEON_MLAL, zero) { |
| 15407 | TEST_REQUIRES_ARM_NEON; |
| 15408 | for (size_t k = 1; k <= 80; k += 17) { |
| 15409 | for (uint32_t mz = 0; mz < 1; mz++) { |
| 15410 | GemmMicrokernelTester() |
| 15411 | .mr(1) |
| 15412 | .nr(8) |
| 15413 | .kr(8) |
| 15414 | .sr(1) |
| 15415 | .m(1) |
| 15416 | .n(8) |
| 15417 | .k(k) |
| 15418 | .ks(3) |
| 15419 | .a_offset(83) |
| 15420 | .zero_index(mz) |
| 15421 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15422 | } |
| 15423 | } |
| 15424 | } |
| 15425 | |
| 15426 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C8__AARCH64_NEON_MLAL, qmin) { |
| 15427 | TEST_REQUIRES_ARM_NEON; |
| 15428 | GemmMicrokernelTester() |
| 15429 | .mr(1) |
| 15430 | .nr(8) |
| 15431 | .kr(8) |
| 15432 | .sr(1) |
| 15433 | .m(1) |
| 15434 | .n(8) |
| 15435 | .k(16) |
| 15436 | .qmin(128) |
| 15437 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15438 | } |
| 15439 | |
| 15440 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C8__AARCH64_NEON_MLAL, qmax) { |
| 15441 | TEST_REQUIRES_ARM_NEON; |
| 15442 | GemmMicrokernelTester() |
| 15443 | .mr(1) |
| 15444 | .nr(8) |
| 15445 | .kr(8) |
| 15446 | .sr(1) |
| 15447 | .m(1) |
| 15448 | .n(8) |
| 15449 | .k(16) |
| 15450 | .qmax(128) |
| 15451 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15452 | } |
| 15453 | |
| 15454 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X8C8__AARCH64_NEON_MLAL, strided_cm) { |
| 15455 | TEST_REQUIRES_ARM_NEON; |
| 15456 | GemmMicrokernelTester() |
| 15457 | .mr(1) |
| 15458 | .nr(8) |
| 15459 | .kr(8) |
| 15460 | .sr(1) |
| 15461 | .m(1) |
| 15462 | .n(8) |
| 15463 | .k(16) |
| 15464 | .cm_stride(11) |
| 15465 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15466 | } |
| 15467 | #endif // XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY |
| 15468 | |
| 15469 | |
| 15470 | #if XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY |
| 15471 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A53, k_eq_8) { |
| 15472 | TEST_REQUIRES_ARM_NEON; |
| 15473 | GemmMicrokernelTester() |
| 15474 | .mr(4) |
| 15475 | .nr(16) |
| 15476 | .kr(1) |
| 15477 | .sr(1) |
| 15478 | .m(4) |
| 15479 | .n(16) |
| 15480 | .k(8) |
| 15481 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15482 | } |
| 15483 | |
| 15484 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A53, strided_cn) { |
| 15485 | TEST_REQUIRES_ARM_NEON; |
| 15486 | GemmMicrokernelTester() |
| 15487 | .mr(4) |
| 15488 | .nr(16) |
| 15489 | .kr(1) |
| 15490 | .sr(1) |
| 15491 | .m(4) |
| 15492 | .n(16) |
| 15493 | .k(8) |
| 15494 | .cn_stride(19) |
| 15495 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15496 | } |
| 15497 | |
| 15498 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A53, k_eq_8_subtile) { |
| 15499 | TEST_REQUIRES_ARM_NEON; |
| 15500 | for (uint32_t n = 1; n <= 16; n++) { |
| 15501 | for (uint32_t m = 1; m <= 4; m++) { |
| 15502 | GemmMicrokernelTester() |
| 15503 | .mr(4) |
| 15504 | .nr(16) |
| 15505 | .kr(1) |
| 15506 | .sr(1) |
| 15507 | .m(m) |
| 15508 | .n(n) |
| 15509 | .k(8) |
| 15510 | .iterations(1) |
| 15511 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15512 | } |
| 15513 | } |
| 15514 | } |
| 15515 | |
| 15516 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A53, k_eq_8_subtile_m) { |
| 15517 | TEST_REQUIRES_ARM_NEON; |
| 15518 | for (uint32_t m = 1; m <= 4; m++) { |
| 15519 | GemmMicrokernelTester() |
| 15520 | .mr(4) |
| 15521 | .nr(16) |
| 15522 | .kr(1) |
| 15523 | .sr(1) |
| 15524 | .m(m) |
| 15525 | .n(16) |
| 15526 | .k(8) |
| 15527 | .iterations(1) |
| 15528 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15529 | } |
| 15530 | } |
| 15531 | |
| 15532 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A53, k_eq_8_subtile_n) { |
| 15533 | TEST_REQUIRES_ARM_NEON; |
| 15534 | for (uint32_t n = 1; n <= 16; n++) { |
| 15535 | GemmMicrokernelTester() |
| 15536 | .mr(4) |
| 15537 | .nr(16) |
| 15538 | .kr(1) |
| 15539 | .sr(1) |
| 15540 | .m(4) |
| 15541 | .n(n) |
| 15542 | .k(8) |
| 15543 | .iterations(1) |
| 15544 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15545 | } |
| 15546 | } |
| 15547 | |
| 15548 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A53, k_lt_8) { |
| 15549 | TEST_REQUIRES_ARM_NEON; |
| 15550 | for (size_t k = 1; k < 8; k++) { |
| 15551 | GemmMicrokernelTester() |
| 15552 | .mr(4) |
| 15553 | .nr(16) |
| 15554 | .kr(1) |
| 15555 | .sr(1) |
| 15556 | .m(4) |
| 15557 | .n(16) |
| 15558 | .k(k) |
| 15559 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15560 | } |
| 15561 | } |
| 15562 | |
| 15563 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A53, k_lt_8_subtile) { |
| 15564 | TEST_REQUIRES_ARM_NEON; |
| 15565 | for (size_t k = 1; k < 8; k++) { |
| 15566 | for (uint32_t n = 1; n <= 16; n++) { |
| 15567 | for (uint32_t m = 1; m <= 4; m++) { |
| 15568 | GemmMicrokernelTester() |
| 15569 | .mr(4) |
| 15570 | .nr(16) |
| 15571 | .kr(1) |
| 15572 | .sr(1) |
| 15573 | .m(m) |
| 15574 | .n(n) |
| 15575 | .k(k) |
| 15576 | .iterations(1) |
| 15577 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15578 | } |
| 15579 | } |
| 15580 | } |
| 15581 | } |
| 15582 | |
| 15583 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A53, k_gt_8) { |
| 15584 | TEST_REQUIRES_ARM_NEON; |
| 15585 | for (size_t k = 9; k < 16; k++) { |
| 15586 | GemmMicrokernelTester() |
| 15587 | .mr(4) |
| 15588 | .nr(16) |
| 15589 | .kr(1) |
| 15590 | .sr(1) |
| 15591 | .m(4) |
| 15592 | .n(16) |
| 15593 | .k(k) |
| 15594 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15595 | } |
| 15596 | } |
| 15597 | |
| 15598 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A53, k_gt_8_subtile) { |
| 15599 | TEST_REQUIRES_ARM_NEON; |
| 15600 | for (size_t k = 9; k < 16; k++) { |
| 15601 | for (uint32_t n = 1; n <= 16; n++) { |
| 15602 | for (uint32_t m = 1; m <= 4; m++) { |
| 15603 | GemmMicrokernelTester() |
| 15604 | .mr(4) |
| 15605 | .nr(16) |
| 15606 | .kr(1) |
| 15607 | .sr(1) |
| 15608 | .m(m) |
| 15609 | .n(n) |
| 15610 | .k(k) |
| 15611 | .iterations(1) |
| 15612 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15613 | } |
| 15614 | } |
| 15615 | } |
| 15616 | } |
| 15617 | |
| 15618 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A53, k_div_8) { |
| 15619 | TEST_REQUIRES_ARM_NEON; |
| 15620 | for (size_t k = 16; k <= 80; k += 8) { |
| 15621 | GemmMicrokernelTester() |
| 15622 | .mr(4) |
| 15623 | .nr(16) |
| 15624 | .kr(1) |
| 15625 | .sr(1) |
| 15626 | .m(4) |
| 15627 | .n(16) |
| 15628 | .k(k) |
| 15629 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15630 | } |
| 15631 | } |
| 15632 | |
| 15633 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A53, k_div_8_subtile) { |
| 15634 | TEST_REQUIRES_ARM_NEON; |
| 15635 | for (size_t k = 16; k <= 80; k += 8) { |
| 15636 | for (uint32_t n = 1; n <= 16; n++) { |
| 15637 | for (uint32_t m = 1; m <= 4; m++) { |
| 15638 | GemmMicrokernelTester() |
| 15639 | .mr(4) |
| 15640 | .nr(16) |
| 15641 | .kr(1) |
| 15642 | .sr(1) |
| 15643 | .m(m) |
| 15644 | .n(n) |
| 15645 | .k(k) |
| 15646 | .iterations(1) |
| 15647 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15648 | } |
| 15649 | } |
| 15650 | } |
| 15651 | } |
| 15652 | |
| 15653 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A53, n_gt_16) { |
| 15654 | TEST_REQUIRES_ARM_NEON; |
| 15655 | for (uint32_t n = 17; n < 32; n++) { |
| 15656 | for (size_t k = 1; k <= 40; k += 9) { |
| 15657 | GemmMicrokernelTester() |
| 15658 | .mr(4) |
| 15659 | .nr(16) |
| 15660 | .kr(1) |
| 15661 | .sr(1) |
| 15662 | .m(4) |
| 15663 | .n(n) |
| 15664 | .k(k) |
| 15665 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15666 | } |
| 15667 | } |
| 15668 | } |
| 15669 | |
| 15670 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A53, n_gt_16_strided_cn) { |
| 15671 | TEST_REQUIRES_ARM_NEON; |
| 15672 | for (uint32_t n = 17; n < 32; n++) { |
| 15673 | for (size_t k = 1; k <= 40; k += 9) { |
| 15674 | GemmMicrokernelTester() |
| 15675 | .mr(4) |
| 15676 | .nr(16) |
| 15677 | .kr(1) |
| 15678 | .sr(1) |
| 15679 | .m(4) |
| 15680 | .n(n) |
| 15681 | .k(k) |
| 15682 | .cn_stride(19) |
| 15683 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15684 | } |
| 15685 | } |
| 15686 | } |
| 15687 | |
| 15688 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A53, n_gt_16_subtile) { |
| 15689 | TEST_REQUIRES_ARM_NEON; |
| 15690 | for (uint32_t n = 17; n < 32; n++) { |
| 15691 | for (size_t k = 1; k <= 40; k += 9) { |
| 15692 | for (uint32_t m = 1; m <= 4; m++) { |
| 15693 | GemmMicrokernelTester() |
| 15694 | .mr(4) |
| 15695 | .nr(16) |
| 15696 | .kr(1) |
| 15697 | .sr(1) |
| 15698 | .m(m) |
| 15699 | .n(n) |
| 15700 | .k(k) |
| 15701 | .iterations(1) |
| 15702 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15703 | } |
| 15704 | } |
| 15705 | } |
| 15706 | } |
| 15707 | |
| 15708 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A53, n_div_16) { |
| 15709 | TEST_REQUIRES_ARM_NEON; |
| 15710 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 15711 | for (size_t k = 1; k <= 40; k += 9) { |
| 15712 | GemmMicrokernelTester() |
| 15713 | .mr(4) |
| 15714 | .nr(16) |
| 15715 | .kr(1) |
| 15716 | .sr(1) |
| 15717 | .m(4) |
| 15718 | .n(n) |
| 15719 | .k(k) |
| 15720 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15721 | } |
| 15722 | } |
| 15723 | } |
| 15724 | |
| 15725 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A53, n_div_16_strided_cn) { |
| 15726 | TEST_REQUIRES_ARM_NEON; |
| 15727 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 15728 | for (size_t k = 1; k <= 40; k += 9) { |
| 15729 | GemmMicrokernelTester() |
| 15730 | .mr(4) |
| 15731 | .nr(16) |
| 15732 | .kr(1) |
| 15733 | .sr(1) |
| 15734 | .m(4) |
| 15735 | .n(n) |
| 15736 | .k(k) |
| 15737 | .cn_stride(19) |
| 15738 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15739 | } |
| 15740 | } |
| 15741 | } |
| 15742 | |
| 15743 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A53, n_div_16_subtile) { |
| 15744 | TEST_REQUIRES_ARM_NEON; |
| 15745 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 15746 | for (size_t k = 1; k <= 40; k += 9) { |
| 15747 | for (uint32_t m = 1; m <= 4; m++) { |
| 15748 | GemmMicrokernelTester() |
| 15749 | .mr(4) |
| 15750 | .nr(16) |
| 15751 | .kr(1) |
| 15752 | .sr(1) |
| 15753 | .m(m) |
| 15754 | .n(n) |
| 15755 | .k(k) |
| 15756 | .iterations(1) |
| 15757 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15758 | } |
| 15759 | } |
| 15760 | } |
| 15761 | } |
| 15762 | |
| 15763 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A53, small_kernel) { |
| 15764 | TEST_REQUIRES_ARM_NEON; |
| 15765 | for (size_t k = 1; k <= 40; k += 9) { |
| 15766 | GemmMicrokernelTester() |
| 15767 | .mr(4) |
| 15768 | .nr(16) |
| 15769 | .kr(1) |
| 15770 | .sr(1) |
| 15771 | .m(4) |
| 15772 | .n(16) |
| 15773 | .k(k) |
| 15774 | .ks(3) |
| 15775 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15776 | } |
| 15777 | } |
| 15778 | |
| 15779 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A53, small_kernel_subtile) { |
| 15780 | TEST_REQUIRES_ARM_NEON; |
| 15781 | for (size_t k = 1; k <= 40; k += 9) { |
| 15782 | for (uint32_t n = 1; n <= 16; n++) { |
| 15783 | for (uint32_t m = 1; m <= 4; m++) { |
| 15784 | GemmMicrokernelTester() |
| 15785 | .mr(4) |
| 15786 | .nr(16) |
| 15787 | .kr(1) |
| 15788 | .sr(1) |
| 15789 | .m(m) |
| 15790 | .n(n) |
| 15791 | .k(k) |
| 15792 | .ks(3) |
| 15793 | .iterations(1) |
| 15794 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15795 | } |
| 15796 | } |
| 15797 | } |
| 15798 | } |
| 15799 | |
| 15800 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A53, n_gt_16_small_kernel) { |
| 15801 | TEST_REQUIRES_ARM_NEON; |
| 15802 | for (uint32_t n = 17; n < 32; n++) { |
| 15803 | for (size_t k = 1; k <= 40; k += 9) { |
| 15804 | GemmMicrokernelTester() |
| 15805 | .mr(4) |
| 15806 | .nr(16) |
| 15807 | .kr(1) |
| 15808 | .sr(1) |
| 15809 | .m(4) |
| 15810 | .n(n) |
| 15811 | .k(k) |
| 15812 | .ks(3) |
| 15813 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15814 | } |
| 15815 | } |
| 15816 | } |
| 15817 | |
| 15818 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A53, n_div_16_small_kernel) { |
| 15819 | TEST_REQUIRES_ARM_NEON; |
| 15820 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 15821 | for (size_t k = 1; k <= 40; k += 9) { |
| 15822 | GemmMicrokernelTester() |
| 15823 | .mr(4) |
| 15824 | .nr(16) |
| 15825 | .kr(1) |
| 15826 | .sr(1) |
| 15827 | .m(4) |
| 15828 | .n(n) |
| 15829 | .k(k) |
| 15830 | .ks(3) |
| 15831 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15832 | } |
| 15833 | } |
| 15834 | } |
| 15835 | |
| 15836 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A53, strided_cm_subtile) { |
| 15837 | TEST_REQUIRES_ARM_NEON; |
| 15838 | for (size_t k = 1; k <= 40; k += 9) { |
| 15839 | for (uint32_t n = 1; n <= 16; n++) { |
| 15840 | for (uint32_t m = 1; m <= 4; m++) { |
| 15841 | GemmMicrokernelTester() |
| 15842 | .mr(4) |
| 15843 | .nr(16) |
| 15844 | .kr(1) |
| 15845 | .sr(1) |
| 15846 | .m(m) |
| 15847 | .n(n) |
| 15848 | .k(k) |
| 15849 | .cm_stride(19) |
| 15850 | .iterations(1) |
| 15851 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15852 | } |
| 15853 | } |
| 15854 | } |
| 15855 | } |
| 15856 | |
| 15857 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A53, a_offset) { |
| 15858 | TEST_REQUIRES_ARM_NEON; |
| 15859 | for (size_t k = 1; k <= 40; k += 9) { |
| 15860 | GemmMicrokernelTester() |
| 15861 | .mr(4) |
| 15862 | .nr(16) |
| 15863 | .kr(1) |
| 15864 | .sr(1) |
| 15865 | .m(4) |
| 15866 | .n(16) |
| 15867 | .k(k) |
| 15868 | .ks(3) |
| 15869 | .a_offset(163) |
| 15870 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15871 | } |
| 15872 | } |
| 15873 | |
| 15874 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A53, zero) { |
| 15875 | TEST_REQUIRES_ARM_NEON; |
| 15876 | for (size_t k = 1; k <= 40; k += 9) { |
| 15877 | for (uint32_t mz = 0; mz < 4; mz++) { |
| 15878 | GemmMicrokernelTester() |
| 15879 | .mr(4) |
| 15880 | .nr(16) |
| 15881 | .kr(1) |
| 15882 | .sr(1) |
| 15883 | .m(4) |
| 15884 | .n(16) |
| 15885 | .k(k) |
| 15886 | .ks(3) |
| 15887 | .a_offset(163) |
| 15888 | .zero_index(mz) |
| 15889 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15890 | } |
| 15891 | } |
| 15892 | } |
| 15893 | |
| 15894 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A53, qmin) { |
| 15895 | TEST_REQUIRES_ARM_NEON; |
| 15896 | GemmMicrokernelTester() |
| 15897 | .mr(4) |
| 15898 | .nr(16) |
| 15899 | .kr(1) |
| 15900 | .sr(1) |
| 15901 | .m(4) |
| 15902 | .n(16) |
| 15903 | .k(8) |
| 15904 | .qmin(128) |
| 15905 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15906 | } |
| 15907 | |
| 15908 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A53, qmax) { |
| 15909 | TEST_REQUIRES_ARM_NEON; |
| 15910 | GemmMicrokernelTester() |
| 15911 | .mr(4) |
| 15912 | .nr(16) |
| 15913 | .kr(1) |
| 15914 | .sr(1) |
| 15915 | .m(4) |
| 15916 | .n(16) |
| 15917 | .k(8) |
| 15918 | .qmax(128) |
| 15919 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15920 | } |
| 15921 | |
| 15922 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A53, strided_cm) { |
| 15923 | TEST_REQUIRES_ARM_NEON; |
| 15924 | GemmMicrokernelTester() |
| 15925 | .mr(4) |
| 15926 | .nr(16) |
| 15927 | .kr(1) |
| 15928 | .sr(1) |
| 15929 | .m(4) |
| 15930 | .n(16) |
| 15931 | .k(8) |
| 15932 | .cm_stride(19) |
| 15933 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15934 | } |
| 15935 | #endif // XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY |
| 15936 | |
| 15937 | |
| 15938 | #if XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY |
| 15939 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD64, k_eq_8) { |
| 15940 | TEST_REQUIRES_ARM_NEON_DOT; |
| 15941 | GemmMicrokernelTester() |
| 15942 | .mr(4) |
| 15943 | .nr(16) |
| 15944 | .kr(4) |
| 15945 | .sr(1) |
| 15946 | .m(4) |
| 15947 | .n(16) |
| 15948 | .k(8) |
| 15949 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15950 | } |
| 15951 | |
| 15952 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD64, strided_cn) { |
| 15953 | TEST_REQUIRES_ARM_NEON_DOT; |
| 15954 | GemmMicrokernelTester() |
| 15955 | .mr(4) |
| 15956 | .nr(16) |
| 15957 | .kr(4) |
| 15958 | .sr(1) |
| 15959 | .m(4) |
| 15960 | .n(16) |
| 15961 | .k(8) |
| 15962 | .cn_stride(19) |
| 15963 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15964 | } |
| 15965 | |
| 15966 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD64, k_eq_8_subtile) { |
| 15967 | TEST_REQUIRES_ARM_NEON_DOT; |
| 15968 | for (uint32_t n = 1; n <= 16; n++) { |
| 15969 | for (uint32_t m = 1; m <= 4; m++) { |
| 15970 | GemmMicrokernelTester() |
| 15971 | .mr(4) |
| 15972 | .nr(16) |
| 15973 | .kr(4) |
| 15974 | .sr(1) |
| 15975 | .m(m) |
| 15976 | .n(n) |
| 15977 | .k(8) |
| 15978 | .iterations(1) |
| 15979 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15980 | } |
| 15981 | } |
| 15982 | } |
| 15983 | |
| 15984 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD64, k_eq_8_subtile_m) { |
| 15985 | TEST_REQUIRES_ARM_NEON_DOT; |
| 15986 | for (uint32_t m = 1; m <= 4; m++) { |
| 15987 | GemmMicrokernelTester() |
| 15988 | .mr(4) |
| 15989 | .nr(16) |
| 15990 | .kr(4) |
| 15991 | .sr(1) |
| 15992 | .m(m) |
| 15993 | .n(16) |
| 15994 | .k(8) |
| 15995 | .iterations(1) |
| 15996 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 15997 | } |
| 15998 | } |
| 15999 | |
| 16000 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD64, k_eq_8_subtile_n) { |
| 16001 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16002 | for (uint32_t n = 1; n <= 16; n++) { |
| 16003 | GemmMicrokernelTester() |
| 16004 | .mr(4) |
| 16005 | .nr(16) |
| 16006 | .kr(4) |
| 16007 | .sr(1) |
| 16008 | .m(4) |
| 16009 | .n(n) |
| 16010 | .k(8) |
| 16011 | .iterations(1) |
| 16012 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16013 | } |
| 16014 | } |
| 16015 | |
| 16016 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD64, k_lt_8) { |
| 16017 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16018 | for (size_t k = 1; k < 8; k++) { |
| 16019 | GemmMicrokernelTester() |
| 16020 | .mr(4) |
| 16021 | .nr(16) |
| 16022 | .kr(4) |
| 16023 | .sr(1) |
| 16024 | .m(4) |
| 16025 | .n(16) |
| 16026 | .k(k) |
| 16027 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16028 | } |
| 16029 | } |
| 16030 | |
| 16031 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD64, k_lt_8_subtile) { |
| 16032 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16033 | for (size_t k = 1; k < 8; k++) { |
| 16034 | for (uint32_t n = 1; n <= 16; n++) { |
| 16035 | for (uint32_t m = 1; m <= 4; m++) { |
| 16036 | GemmMicrokernelTester() |
| 16037 | .mr(4) |
| 16038 | .nr(16) |
| 16039 | .kr(4) |
| 16040 | .sr(1) |
| 16041 | .m(m) |
| 16042 | .n(n) |
| 16043 | .k(k) |
| 16044 | .iterations(1) |
| 16045 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16046 | } |
| 16047 | } |
| 16048 | } |
| 16049 | } |
| 16050 | |
| 16051 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD64, k_gt_8) { |
| 16052 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16053 | for (size_t k = 9; k < 16; k++) { |
| 16054 | GemmMicrokernelTester() |
| 16055 | .mr(4) |
| 16056 | .nr(16) |
| 16057 | .kr(4) |
| 16058 | .sr(1) |
| 16059 | .m(4) |
| 16060 | .n(16) |
| 16061 | .k(k) |
| 16062 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16063 | } |
| 16064 | } |
| 16065 | |
| 16066 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD64, k_gt_8_subtile) { |
| 16067 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16068 | for (size_t k = 9; k < 16; k++) { |
| 16069 | for (uint32_t n = 1; n <= 16; n++) { |
| 16070 | for (uint32_t m = 1; m <= 4; m++) { |
| 16071 | GemmMicrokernelTester() |
| 16072 | .mr(4) |
| 16073 | .nr(16) |
| 16074 | .kr(4) |
| 16075 | .sr(1) |
| 16076 | .m(m) |
| 16077 | .n(n) |
| 16078 | .k(k) |
| 16079 | .iterations(1) |
| 16080 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16081 | } |
| 16082 | } |
| 16083 | } |
| 16084 | } |
| 16085 | |
| 16086 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD64, k_div_8) { |
| 16087 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16088 | for (size_t k = 16; k <= 80; k += 8) { |
| 16089 | GemmMicrokernelTester() |
| 16090 | .mr(4) |
| 16091 | .nr(16) |
| 16092 | .kr(4) |
| 16093 | .sr(1) |
| 16094 | .m(4) |
| 16095 | .n(16) |
| 16096 | .k(k) |
| 16097 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16098 | } |
| 16099 | } |
| 16100 | |
| 16101 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD64, k_div_8_subtile) { |
| 16102 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16103 | for (size_t k = 16; k <= 80; k += 8) { |
| 16104 | for (uint32_t n = 1; n <= 16; n++) { |
| 16105 | for (uint32_t m = 1; m <= 4; m++) { |
| 16106 | GemmMicrokernelTester() |
| 16107 | .mr(4) |
| 16108 | .nr(16) |
| 16109 | .kr(4) |
| 16110 | .sr(1) |
| 16111 | .m(m) |
| 16112 | .n(n) |
| 16113 | .k(k) |
| 16114 | .iterations(1) |
| 16115 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16116 | } |
| 16117 | } |
| 16118 | } |
| 16119 | } |
| 16120 | |
| 16121 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD64, n_gt_16) { |
| 16122 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16123 | for (uint32_t n = 17; n < 32; n++) { |
| 16124 | for (size_t k = 1; k <= 40; k += 9) { |
| 16125 | GemmMicrokernelTester() |
| 16126 | .mr(4) |
| 16127 | .nr(16) |
| 16128 | .kr(4) |
| 16129 | .sr(1) |
| 16130 | .m(4) |
| 16131 | .n(n) |
| 16132 | .k(k) |
| 16133 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16134 | } |
| 16135 | } |
| 16136 | } |
| 16137 | |
| 16138 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD64, n_gt_16_strided_cn) { |
| 16139 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16140 | for (uint32_t n = 17; n < 32; n++) { |
| 16141 | for (size_t k = 1; k <= 40; k += 9) { |
| 16142 | GemmMicrokernelTester() |
| 16143 | .mr(4) |
| 16144 | .nr(16) |
| 16145 | .kr(4) |
| 16146 | .sr(1) |
| 16147 | .m(4) |
| 16148 | .n(n) |
| 16149 | .k(k) |
| 16150 | .cn_stride(19) |
| 16151 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16152 | } |
| 16153 | } |
| 16154 | } |
| 16155 | |
| 16156 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD64, n_gt_16_subtile) { |
| 16157 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16158 | for (uint32_t n = 17; n < 32; n++) { |
| 16159 | for (size_t k = 1; k <= 40; k += 9) { |
| 16160 | for (uint32_t m = 1; m <= 4; m++) { |
| 16161 | GemmMicrokernelTester() |
| 16162 | .mr(4) |
| 16163 | .nr(16) |
| 16164 | .kr(4) |
| 16165 | .sr(1) |
| 16166 | .m(m) |
| 16167 | .n(n) |
| 16168 | .k(k) |
| 16169 | .iterations(1) |
| 16170 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16171 | } |
| 16172 | } |
| 16173 | } |
| 16174 | } |
| 16175 | |
| 16176 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD64, n_div_16) { |
| 16177 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16178 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 16179 | for (size_t k = 1; k <= 40; k += 9) { |
| 16180 | GemmMicrokernelTester() |
| 16181 | .mr(4) |
| 16182 | .nr(16) |
| 16183 | .kr(4) |
| 16184 | .sr(1) |
| 16185 | .m(4) |
| 16186 | .n(n) |
| 16187 | .k(k) |
| 16188 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16189 | } |
| 16190 | } |
| 16191 | } |
| 16192 | |
| 16193 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD64, n_div_16_strided_cn) { |
| 16194 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16195 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 16196 | for (size_t k = 1; k <= 40; k += 9) { |
| 16197 | GemmMicrokernelTester() |
| 16198 | .mr(4) |
| 16199 | .nr(16) |
| 16200 | .kr(4) |
| 16201 | .sr(1) |
| 16202 | .m(4) |
| 16203 | .n(n) |
| 16204 | .k(k) |
| 16205 | .cn_stride(19) |
| 16206 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16207 | } |
| 16208 | } |
| 16209 | } |
| 16210 | |
| 16211 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD64, n_div_16_subtile) { |
| 16212 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16213 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 16214 | for (size_t k = 1; k <= 40; k += 9) { |
| 16215 | for (uint32_t m = 1; m <= 4; m++) { |
| 16216 | GemmMicrokernelTester() |
| 16217 | .mr(4) |
| 16218 | .nr(16) |
| 16219 | .kr(4) |
| 16220 | .sr(1) |
| 16221 | .m(m) |
| 16222 | .n(n) |
| 16223 | .k(k) |
| 16224 | .iterations(1) |
| 16225 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16226 | } |
| 16227 | } |
| 16228 | } |
| 16229 | } |
| 16230 | |
| 16231 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD64, small_kernel) { |
| 16232 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16233 | for (size_t k = 1; k <= 40; k += 9) { |
| 16234 | GemmMicrokernelTester() |
| 16235 | .mr(4) |
| 16236 | .nr(16) |
| 16237 | .kr(4) |
| 16238 | .sr(1) |
| 16239 | .m(4) |
| 16240 | .n(16) |
| 16241 | .k(k) |
| 16242 | .ks(3) |
| 16243 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16244 | } |
| 16245 | } |
| 16246 | |
| 16247 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD64, small_kernel_subtile) { |
| 16248 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16249 | for (size_t k = 1; k <= 40; k += 9) { |
| 16250 | for (uint32_t n = 1; n <= 16; n++) { |
| 16251 | for (uint32_t m = 1; m <= 4; m++) { |
| 16252 | GemmMicrokernelTester() |
| 16253 | .mr(4) |
| 16254 | .nr(16) |
| 16255 | .kr(4) |
| 16256 | .sr(1) |
| 16257 | .m(m) |
| 16258 | .n(n) |
| 16259 | .k(k) |
| 16260 | .ks(3) |
| 16261 | .iterations(1) |
| 16262 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16263 | } |
| 16264 | } |
| 16265 | } |
| 16266 | } |
| 16267 | |
| 16268 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD64, n_gt_16_small_kernel) { |
| 16269 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16270 | for (uint32_t n = 17; n < 32; n++) { |
| 16271 | for (size_t k = 1; k <= 40; k += 9) { |
| 16272 | GemmMicrokernelTester() |
| 16273 | .mr(4) |
| 16274 | .nr(16) |
| 16275 | .kr(4) |
| 16276 | .sr(1) |
| 16277 | .m(4) |
| 16278 | .n(n) |
| 16279 | .k(k) |
| 16280 | .ks(3) |
| 16281 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16282 | } |
| 16283 | } |
| 16284 | } |
| 16285 | |
| 16286 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD64, n_div_16_small_kernel) { |
| 16287 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16288 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 16289 | for (size_t k = 1; k <= 40; k += 9) { |
| 16290 | GemmMicrokernelTester() |
| 16291 | .mr(4) |
| 16292 | .nr(16) |
| 16293 | .kr(4) |
| 16294 | .sr(1) |
| 16295 | .m(4) |
| 16296 | .n(n) |
| 16297 | .k(k) |
| 16298 | .ks(3) |
| 16299 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16300 | } |
| 16301 | } |
| 16302 | } |
| 16303 | |
| 16304 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD64, strided_cm_subtile) { |
| 16305 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16306 | for (size_t k = 1; k <= 40; k += 9) { |
| 16307 | for (uint32_t n = 1; n <= 16; n++) { |
| 16308 | for (uint32_t m = 1; m <= 4; m++) { |
| 16309 | GemmMicrokernelTester() |
| 16310 | .mr(4) |
| 16311 | .nr(16) |
| 16312 | .kr(4) |
| 16313 | .sr(1) |
| 16314 | .m(m) |
| 16315 | .n(n) |
| 16316 | .k(k) |
| 16317 | .cm_stride(19) |
| 16318 | .iterations(1) |
| 16319 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16320 | } |
| 16321 | } |
| 16322 | } |
| 16323 | } |
| 16324 | |
| 16325 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD64, a_offset) { |
| 16326 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16327 | for (size_t k = 1; k <= 40; k += 9) { |
| 16328 | GemmMicrokernelTester() |
| 16329 | .mr(4) |
| 16330 | .nr(16) |
| 16331 | .kr(4) |
| 16332 | .sr(1) |
| 16333 | .m(4) |
| 16334 | .n(16) |
| 16335 | .k(k) |
| 16336 | .ks(3) |
| 16337 | .a_offset(163) |
| 16338 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16339 | } |
| 16340 | } |
| 16341 | |
| 16342 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD64, zero) { |
| 16343 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16344 | for (size_t k = 1; k <= 40; k += 9) { |
| 16345 | for (uint32_t mz = 0; mz < 4; mz++) { |
| 16346 | GemmMicrokernelTester() |
| 16347 | .mr(4) |
| 16348 | .nr(16) |
| 16349 | .kr(4) |
| 16350 | .sr(1) |
| 16351 | .m(4) |
| 16352 | .n(16) |
| 16353 | .k(k) |
| 16354 | .ks(3) |
| 16355 | .a_offset(163) |
| 16356 | .zero_index(mz) |
| 16357 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16358 | } |
| 16359 | } |
| 16360 | } |
| 16361 | |
| 16362 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD64, qmin) { |
| 16363 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16364 | GemmMicrokernelTester() |
| 16365 | .mr(4) |
| 16366 | .nr(16) |
| 16367 | .kr(4) |
| 16368 | .sr(1) |
| 16369 | .m(4) |
| 16370 | .n(16) |
| 16371 | .k(8) |
| 16372 | .qmin(128) |
| 16373 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16374 | } |
| 16375 | |
| 16376 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD64, qmax) { |
| 16377 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16378 | GemmMicrokernelTester() |
| 16379 | .mr(4) |
| 16380 | .nr(16) |
| 16381 | .kr(4) |
| 16382 | .sr(1) |
| 16383 | .m(4) |
| 16384 | .n(16) |
| 16385 | .k(8) |
| 16386 | .qmax(128) |
| 16387 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16388 | } |
| 16389 | |
| 16390 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD64, strided_cm) { |
| 16391 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16392 | GemmMicrokernelTester() |
| 16393 | .mr(4) |
| 16394 | .nr(16) |
| 16395 | .kr(4) |
| 16396 | .sr(1) |
| 16397 | .m(4) |
| 16398 | .n(16) |
| 16399 | .k(8) |
| 16400 | .cm_stride(19) |
| 16401 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16402 | } |
| 16403 | #endif // XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY |
| 16404 | |
| 16405 | |
| 16406 | #if XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY |
| 16407 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, k_eq_16) { |
| 16408 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16409 | GemmMicrokernelTester() |
| 16410 | .mr(4) |
| 16411 | .nr(16) |
| 16412 | .kr(4) |
| 16413 | .sr(1) |
| 16414 | .m(4) |
| 16415 | .n(16) |
| 16416 | .k(16) |
| 16417 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16418 | } |
| 16419 | |
| 16420 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, strided_cn) { |
| 16421 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16422 | GemmMicrokernelTester() |
| 16423 | .mr(4) |
| 16424 | .nr(16) |
| 16425 | .kr(4) |
| 16426 | .sr(1) |
| 16427 | .m(4) |
| 16428 | .n(16) |
| 16429 | .k(16) |
| 16430 | .cn_stride(19) |
| 16431 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16432 | } |
| 16433 | |
| 16434 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, k_eq_16_subtile) { |
| 16435 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16436 | for (uint32_t n = 1; n <= 16; n++) { |
| 16437 | for (uint32_t m = 1; m <= 4; m++) { |
| 16438 | GemmMicrokernelTester() |
| 16439 | .mr(4) |
| 16440 | .nr(16) |
| 16441 | .kr(4) |
| 16442 | .sr(1) |
| 16443 | .m(m) |
| 16444 | .n(n) |
| 16445 | .k(16) |
| 16446 | .iterations(1) |
| 16447 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16448 | } |
| 16449 | } |
| 16450 | } |
| 16451 | |
| 16452 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, k_eq_16_subtile_m) { |
| 16453 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16454 | for (uint32_t m = 1; m <= 4; m++) { |
| 16455 | GemmMicrokernelTester() |
| 16456 | .mr(4) |
| 16457 | .nr(16) |
| 16458 | .kr(4) |
| 16459 | .sr(1) |
| 16460 | .m(m) |
| 16461 | .n(16) |
| 16462 | .k(16) |
| 16463 | .iterations(1) |
| 16464 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16465 | } |
| 16466 | } |
| 16467 | |
| 16468 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, k_eq_16_subtile_n) { |
| 16469 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16470 | for (uint32_t n = 1; n <= 16; n++) { |
| 16471 | GemmMicrokernelTester() |
| 16472 | .mr(4) |
| 16473 | .nr(16) |
| 16474 | .kr(4) |
| 16475 | .sr(1) |
| 16476 | .m(4) |
| 16477 | .n(n) |
| 16478 | .k(16) |
| 16479 | .iterations(1) |
| 16480 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16481 | } |
| 16482 | } |
| 16483 | |
| 16484 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, k_lt_16) { |
| 16485 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16486 | for (size_t k = 1; k < 16; k++) { |
| 16487 | GemmMicrokernelTester() |
| 16488 | .mr(4) |
| 16489 | .nr(16) |
| 16490 | .kr(4) |
| 16491 | .sr(1) |
| 16492 | .m(4) |
| 16493 | .n(16) |
| 16494 | .k(k) |
| 16495 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16496 | } |
| 16497 | } |
| 16498 | |
| 16499 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, k_lt_16_subtile) { |
| 16500 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16501 | for (size_t k = 1; k < 16; k++) { |
| 16502 | for (uint32_t n = 1; n <= 16; n++) { |
| 16503 | for (uint32_t m = 1; m <= 4; m++) { |
| 16504 | GemmMicrokernelTester() |
| 16505 | .mr(4) |
| 16506 | .nr(16) |
| 16507 | .kr(4) |
| 16508 | .sr(1) |
| 16509 | .m(m) |
| 16510 | .n(n) |
| 16511 | .k(k) |
| 16512 | .iterations(1) |
| 16513 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16514 | } |
| 16515 | } |
| 16516 | } |
| 16517 | } |
| 16518 | |
| 16519 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, k_gt_16) { |
| 16520 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16521 | for (size_t k = 17; k < 32; k++) { |
| 16522 | GemmMicrokernelTester() |
| 16523 | .mr(4) |
| 16524 | .nr(16) |
| 16525 | .kr(4) |
| 16526 | .sr(1) |
| 16527 | .m(4) |
| 16528 | .n(16) |
| 16529 | .k(k) |
| 16530 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16531 | } |
| 16532 | } |
| 16533 | |
| 16534 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, k_gt_16_subtile) { |
| 16535 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16536 | for (size_t k = 17; k < 32; k++) { |
| 16537 | for (uint32_t n = 1; n <= 16; n++) { |
| 16538 | for (uint32_t m = 1; m <= 4; m++) { |
| 16539 | GemmMicrokernelTester() |
| 16540 | .mr(4) |
| 16541 | .nr(16) |
| 16542 | .kr(4) |
| 16543 | .sr(1) |
| 16544 | .m(m) |
| 16545 | .n(n) |
| 16546 | .k(k) |
| 16547 | .iterations(1) |
| 16548 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16549 | } |
| 16550 | } |
| 16551 | } |
| 16552 | } |
| 16553 | |
| 16554 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, k_div_16) { |
| 16555 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16556 | for (size_t k = 32; k <= 160; k += 16) { |
| 16557 | GemmMicrokernelTester() |
| 16558 | .mr(4) |
| 16559 | .nr(16) |
| 16560 | .kr(4) |
| 16561 | .sr(1) |
| 16562 | .m(4) |
| 16563 | .n(16) |
| 16564 | .k(k) |
| 16565 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16566 | } |
| 16567 | } |
| 16568 | |
| 16569 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, k_div_16_subtile) { |
| 16570 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16571 | for (size_t k = 32; k <= 160; k += 16) { |
| 16572 | for (uint32_t n = 1; n <= 16; n++) { |
| 16573 | for (uint32_t m = 1; m <= 4; m++) { |
| 16574 | GemmMicrokernelTester() |
| 16575 | .mr(4) |
| 16576 | .nr(16) |
| 16577 | .kr(4) |
| 16578 | .sr(1) |
| 16579 | .m(m) |
| 16580 | .n(n) |
| 16581 | .k(k) |
| 16582 | .iterations(1) |
| 16583 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16584 | } |
| 16585 | } |
| 16586 | } |
| 16587 | } |
| 16588 | |
| 16589 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, n_gt_16) { |
| 16590 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16591 | for (uint32_t n = 17; n < 32; n++) { |
| 16592 | for (size_t k = 1; k <= 80; k += 17) { |
| 16593 | GemmMicrokernelTester() |
| 16594 | .mr(4) |
| 16595 | .nr(16) |
| 16596 | .kr(4) |
| 16597 | .sr(1) |
| 16598 | .m(4) |
| 16599 | .n(n) |
| 16600 | .k(k) |
| 16601 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16602 | } |
| 16603 | } |
| 16604 | } |
| 16605 | |
| 16606 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, n_gt_16_strided_cn) { |
| 16607 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16608 | for (uint32_t n = 17; n < 32; n++) { |
| 16609 | for (size_t k = 1; k <= 80; k += 17) { |
| 16610 | GemmMicrokernelTester() |
| 16611 | .mr(4) |
| 16612 | .nr(16) |
| 16613 | .kr(4) |
| 16614 | .sr(1) |
| 16615 | .m(4) |
| 16616 | .n(n) |
| 16617 | .k(k) |
| 16618 | .cn_stride(19) |
| 16619 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16620 | } |
| 16621 | } |
| 16622 | } |
| 16623 | |
| 16624 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, n_gt_16_subtile) { |
| 16625 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16626 | for (uint32_t n = 17; n < 32; n++) { |
| 16627 | for (size_t k = 1; k <= 80; k += 17) { |
| 16628 | for (uint32_t m = 1; m <= 4; m++) { |
| 16629 | GemmMicrokernelTester() |
| 16630 | .mr(4) |
| 16631 | .nr(16) |
| 16632 | .kr(4) |
| 16633 | .sr(1) |
| 16634 | .m(m) |
| 16635 | .n(n) |
| 16636 | .k(k) |
| 16637 | .iterations(1) |
| 16638 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16639 | } |
| 16640 | } |
| 16641 | } |
| 16642 | } |
| 16643 | |
| 16644 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, n_div_16) { |
| 16645 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16646 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 16647 | for (size_t k = 1; k <= 80; k += 17) { |
| 16648 | GemmMicrokernelTester() |
| 16649 | .mr(4) |
| 16650 | .nr(16) |
| 16651 | .kr(4) |
| 16652 | .sr(1) |
| 16653 | .m(4) |
| 16654 | .n(n) |
| 16655 | .k(k) |
| 16656 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16657 | } |
| 16658 | } |
| 16659 | } |
| 16660 | |
| 16661 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, n_div_16_strided_cn) { |
| 16662 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16663 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 16664 | for (size_t k = 1; k <= 80; k += 17) { |
| 16665 | GemmMicrokernelTester() |
| 16666 | .mr(4) |
| 16667 | .nr(16) |
| 16668 | .kr(4) |
| 16669 | .sr(1) |
| 16670 | .m(4) |
| 16671 | .n(n) |
| 16672 | .k(k) |
| 16673 | .cn_stride(19) |
| 16674 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16675 | } |
| 16676 | } |
| 16677 | } |
| 16678 | |
| 16679 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, n_div_16_subtile) { |
| 16680 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16681 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 16682 | for (size_t k = 1; k <= 80; k += 17) { |
| 16683 | for (uint32_t m = 1; m <= 4; m++) { |
| 16684 | GemmMicrokernelTester() |
| 16685 | .mr(4) |
| 16686 | .nr(16) |
| 16687 | .kr(4) |
| 16688 | .sr(1) |
| 16689 | .m(m) |
| 16690 | .n(n) |
| 16691 | .k(k) |
| 16692 | .iterations(1) |
| 16693 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16694 | } |
| 16695 | } |
| 16696 | } |
| 16697 | } |
| 16698 | |
| 16699 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, small_kernel) { |
| 16700 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16701 | for (size_t k = 1; k <= 80; k += 17) { |
| 16702 | GemmMicrokernelTester() |
| 16703 | .mr(4) |
| 16704 | .nr(16) |
| 16705 | .kr(4) |
| 16706 | .sr(1) |
| 16707 | .m(4) |
| 16708 | .n(16) |
| 16709 | .k(k) |
| 16710 | .ks(3) |
| 16711 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16712 | } |
| 16713 | } |
| 16714 | |
| 16715 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, small_kernel_subtile) { |
| 16716 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16717 | for (size_t k = 1; k <= 80; k += 17) { |
| 16718 | for (uint32_t n = 1; n <= 16; n++) { |
| 16719 | for (uint32_t m = 1; m <= 4; m++) { |
| 16720 | GemmMicrokernelTester() |
| 16721 | .mr(4) |
| 16722 | .nr(16) |
| 16723 | .kr(4) |
| 16724 | .sr(1) |
| 16725 | .m(m) |
| 16726 | .n(n) |
| 16727 | .k(k) |
| 16728 | .ks(3) |
| 16729 | .iterations(1) |
| 16730 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16731 | } |
| 16732 | } |
| 16733 | } |
| 16734 | } |
| 16735 | |
| 16736 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, n_gt_16_small_kernel) { |
| 16737 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16738 | for (uint32_t n = 17; n < 32; n++) { |
| 16739 | for (size_t k = 1; k <= 80; k += 17) { |
| 16740 | GemmMicrokernelTester() |
| 16741 | .mr(4) |
| 16742 | .nr(16) |
| 16743 | .kr(4) |
| 16744 | .sr(1) |
| 16745 | .m(4) |
| 16746 | .n(n) |
| 16747 | .k(k) |
| 16748 | .ks(3) |
| 16749 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16750 | } |
| 16751 | } |
| 16752 | } |
| 16753 | |
| 16754 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, n_div_16_small_kernel) { |
| 16755 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16756 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 16757 | for (size_t k = 1; k <= 80; k += 17) { |
| 16758 | GemmMicrokernelTester() |
| 16759 | .mr(4) |
| 16760 | .nr(16) |
| 16761 | .kr(4) |
| 16762 | .sr(1) |
| 16763 | .m(4) |
| 16764 | .n(n) |
| 16765 | .k(k) |
| 16766 | .ks(3) |
| 16767 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16768 | } |
| 16769 | } |
| 16770 | } |
| 16771 | |
| 16772 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, strided_cm_subtile) { |
| 16773 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16774 | for (size_t k = 1; k <= 80; k += 17) { |
| 16775 | for (uint32_t n = 1; n <= 16; n++) { |
| 16776 | for (uint32_t m = 1; m <= 4; m++) { |
| 16777 | GemmMicrokernelTester() |
| 16778 | .mr(4) |
| 16779 | .nr(16) |
| 16780 | .kr(4) |
| 16781 | .sr(1) |
| 16782 | .m(m) |
| 16783 | .n(n) |
| 16784 | .k(k) |
| 16785 | .cm_stride(19) |
| 16786 | .iterations(1) |
| 16787 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16788 | } |
| 16789 | } |
| 16790 | } |
| 16791 | } |
| 16792 | |
| 16793 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, a_offset) { |
| 16794 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16795 | for (size_t k = 1; k <= 80; k += 17) { |
| 16796 | GemmMicrokernelTester() |
| 16797 | .mr(4) |
| 16798 | .nr(16) |
| 16799 | .kr(4) |
| 16800 | .sr(1) |
| 16801 | .m(4) |
| 16802 | .n(16) |
| 16803 | .k(k) |
| 16804 | .ks(3) |
| 16805 | .a_offset(331) |
| 16806 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16807 | } |
| 16808 | } |
| 16809 | |
| 16810 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, zero) { |
| 16811 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16812 | for (size_t k = 1; k <= 80; k += 17) { |
| 16813 | for (uint32_t mz = 0; mz < 4; mz++) { |
| 16814 | GemmMicrokernelTester() |
| 16815 | .mr(4) |
| 16816 | .nr(16) |
| 16817 | .kr(4) |
| 16818 | .sr(1) |
| 16819 | .m(4) |
| 16820 | .n(16) |
| 16821 | .k(k) |
| 16822 | .ks(3) |
| 16823 | .a_offset(331) |
| 16824 | .zero_index(mz) |
| 16825 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16826 | } |
| 16827 | } |
| 16828 | } |
| 16829 | |
| 16830 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, qmin) { |
| 16831 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16832 | GemmMicrokernelTester() |
| 16833 | .mr(4) |
| 16834 | .nr(16) |
| 16835 | .kr(4) |
| 16836 | .sr(1) |
| 16837 | .m(4) |
| 16838 | .n(16) |
| 16839 | .k(16) |
| 16840 | .qmin(128) |
| 16841 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16842 | } |
| 16843 | |
| 16844 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, qmax) { |
| 16845 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16846 | GemmMicrokernelTester() |
| 16847 | .mr(4) |
| 16848 | .nr(16) |
| 16849 | .kr(4) |
| 16850 | .sr(1) |
| 16851 | .m(4) |
| 16852 | .n(16) |
| 16853 | .k(16) |
| 16854 | .qmax(128) |
| 16855 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16856 | } |
| 16857 | |
| 16858 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, strided_cm) { |
| 16859 | TEST_REQUIRES_ARM_NEON_DOT; |
| 16860 | GemmMicrokernelTester() |
| 16861 | .mr(4) |
| 16862 | .nr(16) |
| 16863 | .kr(4) |
| 16864 | .sr(1) |
| 16865 | .m(4) |
| 16866 | .n(16) |
| 16867 | .k(16) |
| 16868 | .cm_stride(19) |
| 16869 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16870 | } |
| 16871 | #endif // XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY |
| 16872 | |
| 16873 | |
| 16874 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 16875 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C8__NEON_MULL, k_eq_8) { |
| 16876 | TEST_REQUIRES_ARM_NEON; |
| 16877 | GemmMicrokernelTester() |
| 16878 | .mr(3) |
| 16879 | .nr(8) |
| 16880 | .kr(8) |
| 16881 | .sr(1) |
| 16882 | .m(3) |
| 16883 | .n(8) |
| 16884 | .k(8) |
| 16885 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16886 | } |
| 16887 | |
| 16888 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C8__NEON_MULL, strided_cn) { |
| 16889 | TEST_REQUIRES_ARM_NEON; |
| 16890 | GemmMicrokernelTester() |
| 16891 | .mr(3) |
| 16892 | .nr(8) |
| 16893 | .kr(8) |
| 16894 | .sr(1) |
| 16895 | .m(3) |
| 16896 | .n(8) |
| 16897 | .k(8) |
| 16898 | .cn_stride(11) |
| 16899 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16900 | } |
| 16901 | |
| 16902 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C8__NEON_MULL, k_eq_8_subtile) { |
| 16903 | TEST_REQUIRES_ARM_NEON; |
| 16904 | for (uint32_t n = 1; n <= 8; n++) { |
| 16905 | for (uint32_t m = 1; m <= 3; m++) { |
| 16906 | GemmMicrokernelTester() |
| 16907 | .mr(3) |
| 16908 | .nr(8) |
| 16909 | .kr(8) |
| 16910 | .sr(1) |
| 16911 | .m(m) |
| 16912 | .n(n) |
| 16913 | .k(8) |
| 16914 | .iterations(1) |
| 16915 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16916 | } |
| 16917 | } |
| 16918 | } |
| 16919 | |
| 16920 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C8__NEON_MULL, k_eq_8_subtile_m) { |
| 16921 | TEST_REQUIRES_ARM_NEON; |
| 16922 | for (uint32_t m = 1; m <= 3; m++) { |
| 16923 | GemmMicrokernelTester() |
| 16924 | .mr(3) |
| 16925 | .nr(8) |
| 16926 | .kr(8) |
| 16927 | .sr(1) |
| 16928 | .m(m) |
| 16929 | .n(8) |
| 16930 | .k(8) |
| 16931 | .iterations(1) |
| 16932 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16933 | } |
| 16934 | } |
| 16935 | |
| 16936 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C8__NEON_MULL, k_eq_8_subtile_n) { |
| 16937 | TEST_REQUIRES_ARM_NEON; |
| 16938 | for (uint32_t n = 1; n <= 8; n++) { |
| 16939 | GemmMicrokernelTester() |
| 16940 | .mr(3) |
| 16941 | .nr(8) |
| 16942 | .kr(8) |
| 16943 | .sr(1) |
| 16944 | .m(3) |
| 16945 | .n(n) |
| 16946 | .k(8) |
| 16947 | .iterations(1) |
| 16948 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16949 | } |
| 16950 | } |
| 16951 | |
| 16952 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C8__NEON_MULL, k_lt_8) { |
| 16953 | TEST_REQUIRES_ARM_NEON; |
| 16954 | for (size_t k = 1; k < 8; k++) { |
| 16955 | GemmMicrokernelTester() |
| 16956 | .mr(3) |
| 16957 | .nr(8) |
| 16958 | .kr(8) |
| 16959 | .sr(1) |
| 16960 | .m(3) |
| 16961 | .n(8) |
| 16962 | .k(k) |
| 16963 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16964 | } |
| 16965 | } |
| 16966 | |
| 16967 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C8__NEON_MULL, k_lt_8_subtile) { |
| 16968 | TEST_REQUIRES_ARM_NEON; |
| 16969 | for (size_t k = 1; k < 8; k++) { |
| 16970 | for (uint32_t n = 1; n <= 8; n++) { |
| 16971 | for (uint32_t m = 1; m <= 3; m++) { |
| 16972 | GemmMicrokernelTester() |
| 16973 | .mr(3) |
| 16974 | .nr(8) |
| 16975 | .kr(8) |
| 16976 | .sr(1) |
| 16977 | .m(m) |
| 16978 | .n(n) |
| 16979 | .k(k) |
| 16980 | .iterations(1) |
| 16981 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16982 | } |
| 16983 | } |
| 16984 | } |
| 16985 | } |
| 16986 | |
| 16987 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C8__NEON_MULL, k_gt_8) { |
| 16988 | TEST_REQUIRES_ARM_NEON; |
| 16989 | for (size_t k = 9; k < 16; k++) { |
| 16990 | GemmMicrokernelTester() |
| 16991 | .mr(3) |
| 16992 | .nr(8) |
| 16993 | .kr(8) |
| 16994 | .sr(1) |
| 16995 | .m(3) |
| 16996 | .n(8) |
| 16997 | .k(k) |
| 16998 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 16999 | } |
| 17000 | } |
| 17001 | |
| 17002 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C8__NEON_MULL, k_gt_8_subtile) { |
| 17003 | TEST_REQUIRES_ARM_NEON; |
| 17004 | for (size_t k = 9; k < 16; k++) { |
| 17005 | for (uint32_t n = 1; n <= 8; n++) { |
| 17006 | for (uint32_t m = 1; m <= 3; m++) { |
| 17007 | GemmMicrokernelTester() |
| 17008 | .mr(3) |
| 17009 | .nr(8) |
| 17010 | .kr(8) |
| 17011 | .sr(1) |
| 17012 | .m(m) |
| 17013 | .n(n) |
| 17014 | .k(k) |
| 17015 | .iterations(1) |
| 17016 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17017 | } |
| 17018 | } |
| 17019 | } |
| 17020 | } |
| 17021 | |
| 17022 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C8__NEON_MULL, k_div_8) { |
| 17023 | TEST_REQUIRES_ARM_NEON; |
| 17024 | for (size_t k = 16; k <= 80; k += 8) { |
| 17025 | GemmMicrokernelTester() |
| 17026 | .mr(3) |
| 17027 | .nr(8) |
| 17028 | .kr(8) |
| 17029 | .sr(1) |
| 17030 | .m(3) |
| 17031 | .n(8) |
| 17032 | .k(k) |
| 17033 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17034 | } |
| 17035 | } |
| 17036 | |
| 17037 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C8__NEON_MULL, k_div_8_subtile) { |
| 17038 | TEST_REQUIRES_ARM_NEON; |
| 17039 | for (size_t k = 16; k <= 80; k += 8) { |
| 17040 | for (uint32_t n = 1; n <= 8; n++) { |
| 17041 | for (uint32_t m = 1; m <= 3; m++) { |
| 17042 | GemmMicrokernelTester() |
| 17043 | .mr(3) |
| 17044 | .nr(8) |
| 17045 | .kr(8) |
| 17046 | .sr(1) |
| 17047 | .m(m) |
| 17048 | .n(n) |
| 17049 | .k(k) |
| 17050 | .iterations(1) |
| 17051 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17052 | } |
| 17053 | } |
| 17054 | } |
| 17055 | } |
| 17056 | |
| 17057 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C8__NEON_MULL, n_gt_8) { |
| 17058 | TEST_REQUIRES_ARM_NEON; |
| 17059 | for (uint32_t n = 9; n < 16; n++) { |
| 17060 | for (size_t k = 1; k <= 40; k += 9) { |
| 17061 | GemmMicrokernelTester() |
| 17062 | .mr(3) |
| 17063 | .nr(8) |
| 17064 | .kr(8) |
| 17065 | .sr(1) |
| 17066 | .m(3) |
| 17067 | .n(n) |
| 17068 | .k(k) |
| 17069 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17070 | } |
| 17071 | } |
| 17072 | } |
| 17073 | |
| 17074 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C8__NEON_MULL, n_gt_8_strided_cn) { |
| 17075 | TEST_REQUIRES_ARM_NEON; |
| 17076 | for (uint32_t n = 9; n < 16; n++) { |
| 17077 | for (size_t k = 1; k <= 40; k += 9) { |
| 17078 | GemmMicrokernelTester() |
| 17079 | .mr(3) |
| 17080 | .nr(8) |
| 17081 | .kr(8) |
| 17082 | .sr(1) |
| 17083 | .m(3) |
| 17084 | .n(n) |
| 17085 | .k(k) |
| 17086 | .cn_stride(11) |
| 17087 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17088 | } |
| 17089 | } |
| 17090 | } |
| 17091 | |
| 17092 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C8__NEON_MULL, n_gt_8_subtile) { |
| 17093 | TEST_REQUIRES_ARM_NEON; |
| 17094 | for (uint32_t n = 9; n < 16; n++) { |
| 17095 | for (size_t k = 1; k <= 40; k += 9) { |
| 17096 | for (uint32_t m = 1; m <= 3; m++) { |
| 17097 | GemmMicrokernelTester() |
| 17098 | .mr(3) |
| 17099 | .nr(8) |
| 17100 | .kr(8) |
| 17101 | .sr(1) |
| 17102 | .m(m) |
| 17103 | .n(n) |
| 17104 | .k(k) |
| 17105 | .iterations(1) |
| 17106 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17107 | } |
| 17108 | } |
| 17109 | } |
| 17110 | } |
| 17111 | |
| 17112 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C8__NEON_MULL, n_div_8) { |
| 17113 | TEST_REQUIRES_ARM_NEON; |
| 17114 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 17115 | for (size_t k = 1; k <= 40; k += 9) { |
| 17116 | GemmMicrokernelTester() |
| 17117 | .mr(3) |
| 17118 | .nr(8) |
| 17119 | .kr(8) |
| 17120 | .sr(1) |
| 17121 | .m(3) |
| 17122 | .n(n) |
| 17123 | .k(k) |
| 17124 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17125 | } |
| 17126 | } |
| 17127 | } |
| 17128 | |
| 17129 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C8__NEON_MULL, n_div_8_strided_cn) { |
| 17130 | TEST_REQUIRES_ARM_NEON; |
| 17131 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 17132 | for (size_t k = 1; k <= 40; k += 9) { |
| 17133 | GemmMicrokernelTester() |
| 17134 | .mr(3) |
| 17135 | .nr(8) |
| 17136 | .kr(8) |
| 17137 | .sr(1) |
| 17138 | .m(3) |
| 17139 | .n(n) |
| 17140 | .k(k) |
| 17141 | .cn_stride(11) |
| 17142 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17143 | } |
| 17144 | } |
| 17145 | } |
| 17146 | |
| 17147 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C8__NEON_MULL, n_div_8_subtile) { |
| 17148 | TEST_REQUIRES_ARM_NEON; |
| 17149 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 17150 | for (size_t k = 1; k <= 40; k += 9) { |
| 17151 | for (uint32_t m = 1; m <= 3; m++) { |
| 17152 | GemmMicrokernelTester() |
| 17153 | .mr(3) |
| 17154 | .nr(8) |
| 17155 | .kr(8) |
| 17156 | .sr(1) |
| 17157 | .m(m) |
| 17158 | .n(n) |
| 17159 | .k(k) |
| 17160 | .iterations(1) |
| 17161 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17162 | } |
| 17163 | } |
| 17164 | } |
| 17165 | } |
| 17166 | |
| 17167 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C8__NEON_MULL, small_kernel) { |
| 17168 | TEST_REQUIRES_ARM_NEON; |
| 17169 | for (size_t k = 1; k <= 40; k += 9) { |
| 17170 | GemmMicrokernelTester() |
| 17171 | .mr(3) |
| 17172 | .nr(8) |
| 17173 | .kr(8) |
| 17174 | .sr(1) |
| 17175 | .m(3) |
| 17176 | .n(8) |
| 17177 | .k(k) |
| 17178 | .ks(3) |
| 17179 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17180 | } |
| 17181 | } |
| 17182 | |
| 17183 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C8__NEON_MULL, small_kernel_subtile) { |
| 17184 | TEST_REQUIRES_ARM_NEON; |
| 17185 | for (size_t k = 1; k <= 40; k += 9) { |
| 17186 | for (uint32_t n = 1; n <= 8; n++) { |
| 17187 | for (uint32_t m = 1; m <= 3; m++) { |
| 17188 | GemmMicrokernelTester() |
| 17189 | .mr(3) |
| 17190 | .nr(8) |
| 17191 | .kr(8) |
| 17192 | .sr(1) |
| 17193 | .m(m) |
| 17194 | .n(n) |
| 17195 | .k(k) |
| 17196 | .ks(3) |
| 17197 | .iterations(1) |
| 17198 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17199 | } |
| 17200 | } |
| 17201 | } |
| 17202 | } |
| 17203 | |
| 17204 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C8__NEON_MULL, n_gt_8_small_kernel) { |
| 17205 | TEST_REQUIRES_ARM_NEON; |
| 17206 | for (uint32_t n = 9; n < 16; n++) { |
| 17207 | for (size_t k = 1; k <= 40; k += 9) { |
| 17208 | GemmMicrokernelTester() |
| 17209 | .mr(3) |
| 17210 | .nr(8) |
| 17211 | .kr(8) |
| 17212 | .sr(1) |
| 17213 | .m(3) |
| 17214 | .n(n) |
| 17215 | .k(k) |
| 17216 | .ks(3) |
| 17217 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17218 | } |
| 17219 | } |
| 17220 | } |
| 17221 | |
| 17222 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C8__NEON_MULL, n_div_8_small_kernel) { |
| 17223 | TEST_REQUIRES_ARM_NEON; |
| 17224 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 17225 | for (size_t k = 1; k <= 40; k += 9) { |
| 17226 | GemmMicrokernelTester() |
| 17227 | .mr(3) |
| 17228 | .nr(8) |
| 17229 | .kr(8) |
| 17230 | .sr(1) |
| 17231 | .m(3) |
| 17232 | .n(n) |
| 17233 | .k(k) |
| 17234 | .ks(3) |
| 17235 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17236 | } |
| 17237 | } |
| 17238 | } |
| 17239 | |
| 17240 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C8__NEON_MULL, strided_cm_subtile) { |
| 17241 | TEST_REQUIRES_ARM_NEON; |
| 17242 | for (size_t k = 1; k <= 40; k += 9) { |
| 17243 | for (uint32_t n = 1; n <= 8; n++) { |
| 17244 | for (uint32_t m = 1; m <= 3; m++) { |
| 17245 | GemmMicrokernelTester() |
| 17246 | .mr(3) |
| 17247 | .nr(8) |
| 17248 | .kr(8) |
| 17249 | .sr(1) |
| 17250 | .m(m) |
| 17251 | .n(n) |
| 17252 | .k(k) |
| 17253 | .cm_stride(11) |
| 17254 | .iterations(1) |
| 17255 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17256 | } |
| 17257 | } |
| 17258 | } |
| 17259 | } |
| 17260 | |
| 17261 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C8__NEON_MULL, a_offset) { |
| 17262 | TEST_REQUIRES_ARM_NEON; |
| 17263 | for (size_t k = 1; k <= 40; k += 9) { |
| 17264 | GemmMicrokernelTester() |
| 17265 | .mr(3) |
| 17266 | .nr(8) |
| 17267 | .kr(8) |
| 17268 | .sr(1) |
| 17269 | .m(3) |
| 17270 | .n(8) |
| 17271 | .k(k) |
| 17272 | .ks(3) |
| 17273 | .a_offset(127) |
| 17274 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17275 | } |
| 17276 | } |
| 17277 | |
| 17278 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C8__NEON_MULL, zero) { |
| 17279 | TEST_REQUIRES_ARM_NEON; |
| 17280 | for (size_t k = 1; k <= 40; k += 9) { |
| 17281 | for (uint32_t mz = 0; mz < 3; mz++) { |
| 17282 | GemmMicrokernelTester() |
| 17283 | .mr(3) |
| 17284 | .nr(8) |
| 17285 | .kr(8) |
| 17286 | .sr(1) |
| 17287 | .m(3) |
| 17288 | .n(8) |
| 17289 | .k(k) |
| 17290 | .ks(3) |
| 17291 | .a_offset(127) |
| 17292 | .zero_index(mz) |
| 17293 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17294 | } |
| 17295 | } |
| 17296 | } |
| 17297 | |
| 17298 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C8__NEON_MULL, qmin) { |
| 17299 | TEST_REQUIRES_ARM_NEON; |
| 17300 | GemmMicrokernelTester() |
| 17301 | .mr(3) |
| 17302 | .nr(8) |
| 17303 | .kr(8) |
| 17304 | .sr(1) |
| 17305 | .m(3) |
| 17306 | .n(8) |
| 17307 | .k(8) |
| 17308 | .qmin(128) |
| 17309 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17310 | } |
| 17311 | |
| 17312 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C8__NEON_MULL, qmax) { |
| 17313 | TEST_REQUIRES_ARM_NEON; |
| 17314 | GemmMicrokernelTester() |
| 17315 | .mr(3) |
| 17316 | .nr(8) |
| 17317 | .kr(8) |
| 17318 | .sr(1) |
| 17319 | .m(3) |
| 17320 | .n(8) |
| 17321 | .k(8) |
| 17322 | .qmax(128) |
| 17323 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17324 | } |
| 17325 | |
| 17326 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X8C8__NEON_MULL, strided_cm) { |
| 17327 | TEST_REQUIRES_ARM_NEON; |
| 17328 | GemmMicrokernelTester() |
| 17329 | .mr(3) |
| 17330 | .nr(8) |
| 17331 | .kr(8) |
| 17332 | .sr(1) |
| 17333 | .m(3) |
| 17334 | .n(8) |
| 17335 | .k(8) |
| 17336 | .cm_stride(11) |
| 17337 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17338 | } |
| 17339 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 17340 | |
| 17341 | |
| 17342 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 17343 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C8__NEON_MULL, k_eq_8) { |
| 17344 | TEST_REQUIRES_ARM_NEON; |
| 17345 | GemmMicrokernelTester() |
| 17346 | .mr(1) |
| 17347 | .nr(16) |
| 17348 | .kr(8) |
| 17349 | .sr(1) |
| 17350 | .m(1) |
| 17351 | .n(16) |
| 17352 | .k(8) |
| 17353 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17354 | } |
| 17355 | |
| 17356 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C8__NEON_MULL, strided_cn) { |
| 17357 | TEST_REQUIRES_ARM_NEON; |
| 17358 | GemmMicrokernelTester() |
| 17359 | .mr(1) |
| 17360 | .nr(16) |
| 17361 | .kr(8) |
| 17362 | .sr(1) |
| 17363 | .m(1) |
| 17364 | .n(16) |
| 17365 | .k(8) |
| 17366 | .cn_stride(19) |
| 17367 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17368 | } |
| 17369 | |
| 17370 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C8__NEON_MULL, k_eq_8_subtile) { |
| 17371 | TEST_REQUIRES_ARM_NEON; |
| 17372 | for (uint32_t n = 1; n <= 16; n++) { |
| 17373 | for (uint32_t m = 1; m <= 1; m++) { |
| 17374 | GemmMicrokernelTester() |
| 17375 | .mr(1) |
| 17376 | .nr(16) |
| 17377 | .kr(8) |
| 17378 | .sr(1) |
| 17379 | .m(m) |
| 17380 | .n(n) |
| 17381 | .k(8) |
| 17382 | .iterations(1) |
| 17383 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17384 | } |
| 17385 | } |
| 17386 | } |
| 17387 | |
| 17388 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C8__NEON_MULL, k_eq_8_subtile_m) { |
| 17389 | TEST_REQUIRES_ARM_NEON; |
| 17390 | for (uint32_t m = 1; m <= 1; m++) { |
| 17391 | GemmMicrokernelTester() |
| 17392 | .mr(1) |
| 17393 | .nr(16) |
| 17394 | .kr(8) |
| 17395 | .sr(1) |
| 17396 | .m(m) |
| 17397 | .n(16) |
| 17398 | .k(8) |
| 17399 | .iterations(1) |
| 17400 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17401 | } |
| 17402 | } |
| 17403 | |
| 17404 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C8__NEON_MULL, k_eq_8_subtile_n) { |
| 17405 | TEST_REQUIRES_ARM_NEON; |
| 17406 | for (uint32_t n = 1; n <= 16; n++) { |
| 17407 | GemmMicrokernelTester() |
| 17408 | .mr(1) |
| 17409 | .nr(16) |
| 17410 | .kr(8) |
| 17411 | .sr(1) |
| 17412 | .m(1) |
| 17413 | .n(n) |
| 17414 | .k(8) |
| 17415 | .iterations(1) |
| 17416 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17417 | } |
| 17418 | } |
| 17419 | |
| 17420 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C8__NEON_MULL, k_lt_8) { |
| 17421 | TEST_REQUIRES_ARM_NEON; |
| 17422 | for (size_t k = 1; k < 8; k++) { |
| 17423 | GemmMicrokernelTester() |
| 17424 | .mr(1) |
| 17425 | .nr(16) |
| 17426 | .kr(8) |
| 17427 | .sr(1) |
| 17428 | .m(1) |
| 17429 | .n(16) |
| 17430 | .k(k) |
| 17431 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17432 | } |
| 17433 | } |
| 17434 | |
| 17435 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C8__NEON_MULL, k_lt_8_subtile) { |
| 17436 | TEST_REQUIRES_ARM_NEON; |
| 17437 | for (size_t k = 1; k < 8; k++) { |
| 17438 | for (uint32_t n = 1; n <= 16; n++) { |
| 17439 | for (uint32_t m = 1; m <= 1; m++) { |
| 17440 | GemmMicrokernelTester() |
| 17441 | .mr(1) |
| 17442 | .nr(16) |
| 17443 | .kr(8) |
| 17444 | .sr(1) |
| 17445 | .m(m) |
| 17446 | .n(n) |
| 17447 | .k(k) |
| 17448 | .iterations(1) |
| 17449 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17450 | } |
| 17451 | } |
| 17452 | } |
| 17453 | } |
| 17454 | |
| 17455 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C8__NEON_MULL, k_gt_8) { |
| 17456 | TEST_REQUIRES_ARM_NEON; |
| 17457 | for (size_t k = 9; k < 16; k++) { |
| 17458 | GemmMicrokernelTester() |
| 17459 | .mr(1) |
| 17460 | .nr(16) |
| 17461 | .kr(8) |
| 17462 | .sr(1) |
| 17463 | .m(1) |
| 17464 | .n(16) |
| 17465 | .k(k) |
| 17466 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17467 | } |
| 17468 | } |
| 17469 | |
| 17470 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C8__NEON_MULL, k_gt_8_subtile) { |
| 17471 | TEST_REQUIRES_ARM_NEON; |
| 17472 | for (size_t k = 9; k < 16; k++) { |
| 17473 | for (uint32_t n = 1; n <= 16; n++) { |
| 17474 | for (uint32_t m = 1; m <= 1; m++) { |
| 17475 | GemmMicrokernelTester() |
| 17476 | .mr(1) |
| 17477 | .nr(16) |
| 17478 | .kr(8) |
| 17479 | .sr(1) |
| 17480 | .m(m) |
| 17481 | .n(n) |
| 17482 | .k(k) |
| 17483 | .iterations(1) |
| 17484 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17485 | } |
| 17486 | } |
| 17487 | } |
| 17488 | } |
| 17489 | |
| 17490 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C8__NEON_MULL, k_div_8) { |
| 17491 | TEST_REQUIRES_ARM_NEON; |
| 17492 | for (size_t k = 16; k <= 80; k += 8) { |
| 17493 | GemmMicrokernelTester() |
| 17494 | .mr(1) |
| 17495 | .nr(16) |
| 17496 | .kr(8) |
| 17497 | .sr(1) |
| 17498 | .m(1) |
| 17499 | .n(16) |
| 17500 | .k(k) |
| 17501 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17502 | } |
| 17503 | } |
| 17504 | |
| 17505 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C8__NEON_MULL, k_div_8_subtile) { |
| 17506 | TEST_REQUIRES_ARM_NEON; |
| 17507 | for (size_t k = 16; k <= 80; k += 8) { |
| 17508 | for (uint32_t n = 1; n <= 16; n++) { |
| 17509 | for (uint32_t m = 1; m <= 1; m++) { |
| 17510 | GemmMicrokernelTester() |
| 17511 | .mr(1) |
| 17512 | .nr(16) |
| 17513 | .kr(8) |
| 17514 | .sr(1) |
| 17515 | .m(m) |
| 17516 | .n(n) |
| 17517 | .k(k) |
| 17518 | .iterations(1) |
| 17519 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17520 | } |
| 17521 | } |
| 17522 | } |
| 17523 | } |
| 17524 | |
| 17525 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C8__NEON_MULL, n_gt_16) { |
| 17526 | TEST_REQUIRES_ARM_NEON; |
| 17527 | for (uint32_t n = 17; n < 32; n++) { |
| 17528 | for (size_t k = 1; k <= 40; k += 9) { |
| 17529 | GemmMicrokernelTester() |
| 17530 | .mr(1) |
| 17531 | .nr(16) |
| 17532 | .kr(8) |
| 17533 | .sr(1) |
| 17534 | .m(1) |
| 17535 | .n(n) |
| 17536 | .k(k) |
| 17537 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17538 | } |
| 17539 | } |
| 17540 | } |
| 17541 | |
| 17542 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C8__NEON_MULL, n_gt_16_strided_cn) { |
| 17543 | TEST_REQUIRES_ARM_NEON; |
| 17544 | for (uint32_t n = 17; n < 32; n++) { |
| 17545 | for (size_t k = 1; k <= 40; k += 9) { |
| 17546 | GemmMicrokernelTester() |
| 17547 | .mr(1) |
| 17548 | .nr(16) |
| 17549 | .kr(8) |
| 17550 | .sr(1) |
| 17551 | .m(1) |
| 17552 | .n(n) |
| 17553 | .k(k) |
| 17554 | .cn_stride(19) |
| 17555 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17556 | } |
| 17557 | } |
| 17558 | } |
| 17559 | |
| 17560 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C8__NEON_MULL, n_gt_16_subtile) { |
| 17561 | TEST_REQUIRES_ARM_NEON; |
| 17562 | for (uint32_t n = 17; n < 32; n++) { |
| 17563 | for (size_t k = 1; k <= 40; k += 9) { |
| 17564 | for (uint32_t m = 1; m <= 1; m++) { |
| 17565 | GemmMicrokernelTester() |
| 17566 | .mr(1) |
| 17567 | .nr(16) |
| 17568 | .kr(8) |
| 17569 | .sr(1) |
| 17570 | .m(m) |
| 17571 | .n(n) |
| 17572 | .k(k) |
| 17573 | .iterations(1) |
| 17574 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17575 | } |
| 17576 | } |
| 17577 | } |
| 17578 | } |
| 17579 | |
| 17580 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C8__NEON_MULL, n_div_16) { |
| 17581 | TEST_REQUIRES_ARM_NEON; |
| 17582 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 17583 | for (size_t k = 1; k <= 40; k += 9) { |
| 17584 | GemmMicrokernelTester() |
| 17585 | .mr(1) |
| 17586 | .nr(16) |
| 17587 | .kr(8) |
| 17588 | .sr(1) |
| 17589 | .m(1) |
| 17590 | .n(n) |
| 17591 | .k(k) |
| 17592 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17593 | } |
| 17594 | } |
| 17595 | } |
| 17596 | |
| 17597 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C8__NEON_MULL, n_div_16_strided_cn) { |
| 17598 | TEST_REQUIRES_ARM_NEON; |
| 17599 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 17600 | for (size_t k = 1; k <= 40; k += 9) { |
| 17601 | GemmMicrokernelTester() |
| 17602 | .mr(1) |
| 17603 | .nr(16) |
| 17604 | .kr(8) |
| 17605 | .sr(1) |
| 17606 | .m(1) |
| 17607 | .n(n) |
| 17608 | .k(k) |
| 17609 | .cn_stride(19) |
| 17610 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17611 | } |
| 17612 | } |
| 17613 | } |
| 17614 | |
| 17615 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C8__NEON_MULL, n_div_16_subtile) { |
| 17616 | TEST_REQUIRES_ARM_NEON; |
| 17617 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 17618 | for (size_t k = 1; k <= 40; k += 9) { |
| 17619 | for (uint32_t m = 1; m <= 1; m++) { |
| 17620 | GemmMicrokernelTester() |
| 17621 | .mr(1) |
| 17622 | .nr(16) |
| 17623 | .kr(8) |
| 17624 | .sr(1) |
| 17625 | .m(m) |
| 17626 | .n(n) |
| 17627 | .k(k) |
| 17628 | .iterations(1) |
| 17629 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17630 | } |
| 17631 | } |
| 17632 | } |
| 17633 | } |
| 17634 | |
| 17635 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C8__NEON_MULL, small_kernel) { |
| 17636 | TEST_REQUIRES_ARM_NEON; |
| 17637 | for (size_t k = 1; k <= 40; k += 9) { |
| 17638 | GemmMicrokernelTester() |
| 17639 | .mr(1) |
| 17640 | .nr(16) |
| 17641 | .kr(8) |
| 17642 | .sr(1) |
| 17643 | .m(1) |
| 17644 | .n(16) |
| 17645 | .k(k) |
| 17646 | .ks(3) |
| 17647 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17648 | } |
| 17649 | } |
| 17650 | |
| 17651 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C8__NEON_MULL, small_kernel_subtile) { |
| 17652 | TEST_REQUIRES_ARM_NEON; |
| 17653 | for (size_t k = 1; k <= 40; k += 9) { |
| 17654 | for (uint32_t n = 1; n <= 16; n++) { |
| 17655 | for (uint32_t m = 1; m <= 1; m++) { |
| 17656 | GemmMicrokernelTester() |
| 17657 | .mr(1) |
| 17658 | .nr(16) |
| 17659 | .kr(8) |
| 17660 | .sr(1) |
| 17661 | .m(m) |
| 17662 | .n(n) |
| 17663 | .k(k) |
| 17664 | .ks(3) |
| 17665 | .iterations(1) |
| 17666 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17667 | } |
| 17668 | } |
| 17669 | } |
| 17670 | } |
| 17671 | |
| 17672 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C8__NEON_MULL, n_gt_16_small_kernel) { |
| 17673 | TEST_REQUIRES_ARM_NEON; |
| 17674 | for (uint32_t n = 17; n < 32; n++) { |
| 17675 | for (size_t k = 1; k <= 40; k += 9) { |
| 17676 | GemmMicrokernelTester() |
| 17677 | .mr(1) |
| 17678 | .nr(16) |
| 17679 | .kr(8) |
| 17680 | .sr(1) |
| 17681 | .m(1) |
| 17682 | .n(n) |
| 17683 | .k(k) |
| 17684 | .ks(3) |
| 17685 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17686 | } |
| 17687 | } |
| 17688 | } |
| 17689 | |
| 17690 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C8__NEON_MULL, n_div_16_small_kernel) { |
| 17691 | TEST_REQUIRES_ARM_NEON; |
| 17692 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 17693 | for (size_t k = 1; k <= 40; k += 9) { |
| 17694 | GemmMicrokernelTester() |
| 17695 | .mr(1) |
| 17696 | .nr(16) |
| 17697 | .kr(8) |
| 17698 | .sr(1) |
| 17699 | .m(1) |
| 17700 | .n(n) |
| 17701 | .k(k) |
| 17702 | .ks(3) |
| 17703 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17704 | } |
| 17705 | } |
| 17706 | } |
| 17707 | |
| 17708 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C8__NEON_MULL, strided_cm_subtile) { |
| 17709 | TEST_REQUIRES_ARM_NEON; |
| 17710 | for (size_t k = 1; k <= 40; k += 9) { |
| 17711 | for (uint32_t n = 1; n <= 16; n++) { |
| 17712 | for (uint32_t m = 1; m <= 1; m++) { |
| 17713 | GemmMicrokernelTester() |
| 17714 | .mr(1) |
| 17715 | .nr(16) |
| 17716 | .kr(8) |
| 17717 | .sr(1) |
| 17718 | .m(m) |
| 17719 | .n(n) |
| 17720 | .k(k) |
| 17721 | .cm_stride(19) |
| 17722 | .iterations(1) |
| 17723 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17724 | } |
| 17725 | } |
| 17726 | } |
| 17727 | } |
| 17728 | |
| 17729 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C8__NEON_MULL, a_offset) { |
| 17730 | TEST_REQUIRES_ARM_NEON; |
| 17731 | for (size_t k = 1; k <= 40; k += 9) { |
| 17732 | GemmMicrokernelTester() |
| 17733 | .mr(1) |
| 17734 | .nr(16) |
| 17735 | .kr(8) |
| 17736 | .sr(1) |
| 17737 | .m(1) |
| 17738 | .n(16) |
| 17739 | .k(k) |
| 17740 | .ks(3) |
| 17741 | .a_offset(43) |
| 17742 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17743 | } |
| 17744 | } |
| 17745 | |
| 17746 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C8__NEON_MULL, zero) { |
| 17747 | TEST_REQUIRES_ARM_NEON; |
| 17748 | for (size_t k = 1; k <= 40; k += 9) { |
| 17749 | for (uint32_t mz = 0; mz < 1; mz++) { |
| 17750 | GemmMicrokernelTester() |
| 17751 | .mr(1) |
| 17752 | .nr(16) |
| 17753 | .kr(8) |
| 17754 | .sr(1) |
| 17755 | .m(1) |
| 17756 | .n(16) |
| 17757 | .k(k) |
| 17758 | .ks(3) |
| 17759 | .a_offset(43) |
| 17760 | .zero_index(mz) |
| 17761 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17762 | } |
| 17763 | } |
| 17764 | } |
| 17765 | |
| 17766 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C8__NEON_MULL, qmin) { |
| 17767 | TEST_REQUIRES_ARM_NEON; |
| 17768 | GemmMicrokernelTester() |
| 17769 | .mr(1) |
| 17770 | .nr(16) |
| 17771 | .kr(8) |
| 17772 | .sr(1) |
| 17773 | .m(1) |
| 17774 | .n(16) |
| 17775 | .k(8) |
| 17776 | .qmin(128) |
| 17777 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17778 | } |
| 17779 | |
| 17780 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C8__NEON_MULL, qmax) { |
| 17781 | TEST_REQUIRES_ARM_NEON; |
| 17782 | GemmMicrokernelTester() |
| 17783 | .mr(1) |
| 17784 | .nr(16) |
| 17785 | .kr(8) |
| 17786 | .sr(1) |
| 17787 | .m(1) |
| 17788 | .n(16) |
| 17789 | .k(8) |
| 17790 | .qmax(128) |
| 17791 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17792 | } |
| 17793 | |
| 17794 | TEST(QS8_IGEMM_MINMAX_RNDNU_1X16C8__NEON_MULL, strided_cm) { |
| 17795 | TEST_REQUIRES_ARM_NEON; |
| 17796 | GemmMicrokernelTester() |
| 17797 | .mr(1) |
| 17798 | .nr(16) |
| 17799 | .kr(8) |
| 17800 | .sr(1) |
| 17801 | .m(1) |
| 17802 | .n(16) |
| 17803 | .k(8) |
| 17804 | .cm_stride(19) |
| 17805 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17806 | } |
| 17807 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 17808 | |
| 17809 | |
| 17810 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 17811 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C8__NEON_MULL, k_eq_8) { |
| 17812 | TEST_REQUIRES_ARM_NEON; |
| 17813 | GemmMicrokernelTester() |
| 17814 | .mr(2) |
| 17815 | .nr(16) |
| 17816 | .kr(8) |
| 17817 | .sr(1) |
| 17818 | .m(2) |
| 17819 | .n(16) |
| 17820 | .k(8) |
| 17821 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17822 | } |
| 17823 | |
| 17824 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C8__NEON_MULL, strided_cn) { |
| 17825 | TEST_REQUIRES_ARM_NEON; |
| 17826 | GemmMicrokernelTester() |
| 17827 | .mr(2) |
| 17828 | .nr(16) |
| 17829 | .kr(8) |
| 17830 | .sr(1) |
| 17831 | .m(2) |
| 17832 | .n(16) |
| 17833 | .k(8) |
| 17834 | .cn_stride(19) |
| 17835 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17836 | } |
| 17837 | |
| 17838 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C8__NEON_MULL, k_eq_8_subtile) { |
| 17839 | TEST_REQUIRES_ARM_NEON; |
| 17840 | for (uint32_t n = 1; n <= 16; n++) { |
| 17841 | for (uint32_t m = 1; m <= 2; m++) { |
| 17842 | GemmMicrokernelTester() |
| 17843 | .mr(2) |
| 17844 | .nr(16) |
| 17845 | .kr(8) |
| 17846 | .sr(1) |
| 17847 | .m(m) |
| 17848 | .n(n) |
| 17849 | .k(8) |
| 17850 | .iterations(1) |
| 17851 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17852 | } |
| 17853 | } |
| 17854 | } |
| 17855 | |
| 17856 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C8__NEON_MULL, k_eq_8_subtile_m) { |
| 17857 | TEST_REQUIRES_ARM_NEON; |
| 17858 | for (uint32_t m = 1; m <= 2; m++) { |
| 17859 | GemmMicrokernelTester() |
| 17860 | .mr(2) |
| 17861 | .nr(16) |
| 17862 | .kr(8) |
| 17863 | .sr(1) |
| 17864 | .m(m) |
| 17865 | .n(16) |
| 17866 | .k(8) |
| 17867 | .iterations(1) |
| 17868 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17869 | } |
| 17870 | } |
| 17871 | |
| 17872 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C8__NEON_MULL, k_eq_8_subtile_n) { |
| 17873 | TEST_REQUIRES_ARM_NEON; |
| 17874 | for (uint32_t n = 1; n <= 16; n++) { |
| 17875 | GemmMicrokernelTester() |
| 17876 | .mr(2) |
| 17877 | .nr(16) |
| 17878 | .kr(8) |
| 17879 | .sr(1) |
| 17880 | .m(2) |
| 17881 | .n(n) |
| 17882 | .k(8) |
| 17883 | .iterations(1) |
| 17884 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17885 | } |
| 17886 | } |
| 17887 | |
| 17888 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C8__NEON_MULL, k_lt_8) { |
| 17889 | TEST_REQUIRES_ARM_NEON; |
| 17890 | for (size_t k = 1; k < 8; k++) { |
| 17891 | GemmMicrokernelTester() |
| 17892 | .mr(2) |
| 17893 | .nr(16) |
| 17894 | .kr(8) |
| 17895 | .sr(1) |
| 17896 | .m(2) |
| 17897 | .n(16) |
| 17898 | .k(k) |
| 17899 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17900 | } |
| 17901 | } |
| 17902 | |
| 17903 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C8__NEON_MULL, k_lt_8_subtile) { |
| 17904 | TEST_REQUIRES_ARM_NEON; |
| 17905 | for (size_t k = 1; k < 8; k++) { |
| 17906 | for (uint32_t n = 1; n <= 16; n++) { |
| 17907 | for (uint32_t m = 1; m <= 2; m++) { |
| 17908 | GemmMicrokernelTester() |
| 17909 | .mr(2) |
| 17910 | .nr(16) |
| 17911 | .kr(8) |
| 17912 | .sr(1) |
| 17913 | .m(m) |
| 17914 | .n(n) |
| 17915 | .k(k) |
| 17916 | .iterations(1) |
| 17917 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17918 | } |
| 17919 | } |
| 17920 | } |
| 17921 | } |
| 17922 | |
| 17923 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C8__NEON_MULL, k_gt_8) { |
| 17924 | TEST_REQUIRES_ARM_NEON; |
| 17925 | for (size_t k = 9; k < 16; k++) { |
| 17926 | GemmMicrokernelTester() |
| 17927 | .mr(2) |
| 17928 | .nr(16) |
| 17929 | .kr(8) |
| 17930 | .sr(1) |
| 17931 | .m(2) |
| 17932 | .n(16) |
| 17933 | .k(k) |
| 17934 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17935 | } |
| 17936 | } |
| 17937 | |
| 17938 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C8__NEON_MULL, k_gt_8_subtile) { |
| 17939 | TEST_REQUIRES_ARM_NEON; |
| 17940 | for (size_t k = 9; k < 16; k++) { |
| 17941 | for (uint32_t n = 1; n <= 16; n++) { |
| 17942 | for (uint32_t m = 1; m <= 2; m++) { |
| 17943 | GemmMicrokernelTester() |
| 17944 | .mr(2) |
| 17945 | .nr(16) |
| 17946 | .kr(8) |
| 17947 | .sr(1) |
| 17948 | .m(m) |
| 17949 | .n(n) |
| 17950 | .k(k) |
| 17951 | .iterations(1) |
| 17952 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17953 | } |
| 17954 | } |
| 17955 | } |
| 17956 | } |
| 17957 | |
| 17958 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C8__NEON_MULL, k_div_8) { |
| 17959 | TEST_REQUIRES_ARM_NEON; |
| 17960 | for (size_t k = 16; k <= 80; k += 8) { |
| 17961 | GemmMicrokernelTester() |
| 17962 | .mr(2) |
| 17963 | .nr(16) |
| 17964 | .kr(8) |
| 17965 | .sr(1) |
| 17966 | .m(2) |
| 17967 | .n(16) |
| 17968 | .k(k) |
| 17969 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17970 | } |
| 17971 | } |
| 17972 | |
| 17973 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C8__NEON_MULL, k_div_8_subtile) { |
| 17974 | TEST_REQUIRES_ARM_NEON; |
| 17975 | for (size_t k = 16; k <= 80; k += 8) { |
| 17976 | for (uint32_t n = 1; n <= 16; n++) { |
| 17977 | for (uint32_t m = 1; m <= 2; m++) { |
| 17978 | GemmMicrokernelTester() |
| 17979 | .mr(2) |
| 17980 | .nr(16) |
| 17981 | .kr(8) |
| 17982 | .sr(1) |
| 17983 | .m(m) |
| 17984 | .n(n) |
| 17985 | .k(k) |
| 17986 | .iterations(1) |
| 17987 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 17988 | } |
| 17989 | } |
| 17990 | } |
| 17991 | } |
| 17992 | |
| 17993 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C8__NEON_MULL, n_gt_16) { |
| 17994 | TEST_REQUIRES_ARM_NEON; |
| 17995 | for (uint32_t n = 17; n < 32; n++) { |
| 17996 | for (size_t k = 1; k <= 40; k += 9) { |
| 17997 | GemmMicrokernelTester() |
| 17998 | .mr(2) |
| 17999 | .nr(16) |
| 18000 | .kr(8) |
| 18001 | .sr(1) |
| 18002 | .m(2) |
| 18003 | .n(n) |
| 18004 | .k(k) |
| 18005 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18006 | } |
| 18007 | } |
| 18008 | } |
| 18009 | |
| 18010 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C8__NEON_MULL, n_gt_16_strided_cn) { |
| 18011 | TEST_REQUIRES_ARM_NEON; |
| 18012 | for (uint32_t n = 17; n < 32; n++) { |
| 18013 | for (size_t k = 1; k <= 40; k += 9) { |
| 18014 | GemmMicrokernelTester() |
| 18015 | .mr(2) |
| 18016 | .nr(16) |
| 18017 | .kr(8) |
| 18018 | .sr(1) |
| 18019 | .m(2) |
| 18020 | .n(n) |
| 18021 | .k(k) |
| 18022 | .cn_stride(19) |
| 18023 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18024 | } |
| 18025 | } |
| 18026 | } |
| 18027 | |
| 18028 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C8__NEON_MULL, n_gt_16_subtile) { |
| 18029 | TEST_REQUIRES_ARM_NEON; |
| 18030 | for (uint32_t n = 17; n < 32; n++) { |
| 18031 | for (size_t k = 1; k <= 40; k += 9) { |
| 18032 | for (uint32_t m = 1; m <= 2; m++) { |
| 18033 | GemmMicrokernelTester() |
| 18034 | .mr(2) |
| 18035 | .nr(16) |
| 18036 | .kr(8) |
| 18037 | .sr(1) |
| 18038 | .m(m) |
| 18039 | .n(n) |
| 18040 | .k(k) |
| 18041 | .iterations(1) |
| 18042 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18043 | } |
| 18044 | } |
| 18045 | } |
| 18046 | } |
| 18047 | |
| 18048 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C8__NEON_MULL, n_div_16) { |
| 18049 | TEST_REQUIRES_ARM_NEON; |
| 18050 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 18051 | for (size_t k = 1; k <= 40; k += 9) { |
| 18052 | GemmMicrokernelTester() |
| 18053 | .mr(2) |
| 18054 | .nr(16) |
| 18055 | .kr(8) |
| 18056 | .sr(1) |
| 18057 | .m(2) |
| 18058 | .n(n) |
| 18059 | .k(k) |
| 18060 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18061 | } |
| 18062 | } |
| 18063 | } |
| 18064 | |
| 18065 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C8__NEON_MULL, n_div_16_strided_cn) { |
| 18066 | TEST_REQUIRES_ARM_NEON; |
| 18067 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 18068 | for (size_t k = 1; k <= 40; k += 9) { |
| 18069 | GemmMicrokernelTester() |
| 18070 | .mr(2) |
| 18071 | .nr(16) |
| 18072 | .kr(8) |
| 18073 | .sr(1) |
| 18074 | .m(2) |
| 18075 | .n(n) |
| 18076 | .k(k) |
| 18077 | .cn_stride(19) |
| 18078 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18079 | } |
| 18080 | } |
| 18081 | } |
| 18082 | |
| 18083 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C8__NEON_MULL, n_div_16_subtile) { |
| 18084 | TEST_REQUIRES_ARM_NEON; |
| 18085 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 18086 | for (size_t k = 1; k <= 40; k += 9) { |
| 18087 | for (uint32_t m = 1; m <= 2; m++) { |
| 18088 | GemmMicrokernelTester() |
| 18089 | .mr(2) |
| 18090 | .nr(16) |
| 18091 | .kr(8) |
| 18092 | .sr(1) |
| 18093 | .m(m) |
| 18094 | .n(n) |
| 18095 | .k(k) |
| 18096 | .iterations(1) |
| 18097 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18098 | } |
| 18099 | } |
| 18100 | } |
| 18101 | } |
| 18102 | |
| 18103 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C8__NEON_MULL, small_kernel) { |
| 18104 | TEST_REQUIRES_ARM_NEON; |
| 18105 | for (size_t k = 1; k <= 40; k += 9) { |
| 18106 | GemmMicrokernelTester() |
| 18107 | .mr(2) |
| 18108 | .nr(16) |
| 18109 | .kr(8) |
| 18110 | .sr(1) |
| 18111 | .m(2) |
| 18112 | .n(16) |
| 18113 | .k(k) |
| 18114 | .ks(3) |
| 18115 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18116 | } |
| 18117 | } |
| 18118 | |
| 18119 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C8__NEON_MULL, small_kernel_subtile) { |
| 18120 | TEST_REQUIRES_ARM_NEON; |
| 18121 | for (size_t k = 1; k <= 40; k += 9) { |
| 18122 | for (uint32_t n = 1; n <= 16; n++) { |
| 18123 | for (uint32_t m = 1; m <= 2; m++) { |
| 18124 | GemmMicrokernelTester() |
| 18125 | .mr(2) |
| 18126 | .nr(16) |
| 18127 | .kr(8) |
| 18128 | .sr(1) |
| 18129 | .m(m) |
| 18130 | .n(n) |
| 18131 | .k(k) |
| 18132 | .ks(3) |
| 18133 | .iterations(1) |
| 18134 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18135 | } |
| 18136 | } |
| 18137 | } |
| 18138 | } |
| 18139 | |
| 18140 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C8__NEON_MULL, n_gt_16_small_kernel) { |
| 18141 | TEST_REQUIRES_ARM_NEON; |
| 18142 | for (uint32_t n = 17; n < 32; n++) { |
| 18143 | for (size_t k = 1; k <= 40; k += 9) { |
| 18144 | GemmMicrokernelTester() |
| 18145 | .mr(2) |
| 18146 | .nr(16) |
| 18147 | .kr(8) |
| 18148 | .sr(1) |
| 18149 | .m(2) |
| 18150 | .n(n) |
| 18151 | .k(k) |
| 18152 | .ks(3) |
| 18153 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18154 | } |
| 18155 | } |
| 18156 | } |
| 18157 | |
| 18158 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C8__NEON_MULL, n_div_16_small_kernel) { |
| 18159 | TEST_REQUIRES_ARM_NEON; |
| 18160 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 18161 | for (size_t k = 1; k <= 40; k += 9) { |
| 18162 | GemmMicrokernelTester() |
| 18163 | .mr(2) |
| 18164 | .nr(16) |
| 18165 | .kr(8) |
| 18166 | .sr(1) |
| 18167 | .m(2) |
| 18168 | .n(n) |
| 18169 | .k(k) |
| 18170 | .ks(3) |
| 18171 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18172 | } |
| 18173 | } |
| 18174 | } |
| 18175 | |
| 18176 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C8__NEON_MULL, strided_cm_subtile) { |
| 18177 | TEST_REQUIRES_ARM_NEON; |
| 18178 | for (size_t k = 1; k <= 40; k += 9) { |
| 18179 | for (uint32_t n = 1; n <= 16; n++) { |
| 18180 | for (uint32_t m = 1; m <= 2; m++) { |
| 18181 | GemmMicrokernelTester() |
| 18182 | .mr(2) |
| 18183 | .nr(16) |
| 18184 | .kr(8) |
| 18185 | .sr(1) |
| 18186 | .m(m) |
| 18187 | .n(n) |
| 18188 | .k(k) |
| 18189 | .cm_stride(19) |
| 18190 | .iterations(1) |
| 18191 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18192 | } |
| 18193 | } |
| 18194 | } |
| 18195 | } |
| 18196 | |
| 18197 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C8__NEON_MULL, a_offset) { |
| 18198 | TEST_REQUIRES_ARM_NEON; |
| 18199 | for (size_t k = 1; k <= 40; k += 9) { |
| 18200 | GemmMicrokernelTester() |
| 18201 | .mr(2) |
| 18202 | .nr(16) |
| 18203 | .kr(8) |
| 18204 | .sr(1) |
| 18205 | .m(2) |
| 18206 | .n(16) |
| 18207 | .k(k) |
| 18208 | .ks(3) |
| 18209 | .a_offset(83) |
| 18210 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18211 | } |
| 18212 | } |
| 18213 | |
| 18214 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C8__NEON_MULL, zero) { |
| 18215 | TEST_REQUIRES_ARM_NEON; |
| 18216 | for (size_t k = 1; k <= 40; k += 9) { |
| 18217 | for (uint32_t mz = 0; mz < 2; mz++) { |
| 18218 | GemmMicrokernelTester() |
| 18219 | .mr(2) |
| 18220 | .nr(16) |
| 18221 | .kr(8) |
| 18222 | .sr(1) |
| 18223 | .m(2) |
| 18224 | .n(16) |
| 18225 | .k(k) |
| 18226 | .ks(3) |
| 18227 | .a_offset(83) |
| 18228 | .zero_index(mz) |
| 18229 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18230 | } |
| 18231 | } |
| 18232 | } |
| 18233 | |
| 18234 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C8__NEON_MULL, qmin) { |
| 18235 | TEST_REQUIRES_ARM_NEON; |
| 18236 | GemmMicrokernelTester() |
| 18237 | .mr(2) |
| 18238 | .nr(16) |
| 18239 | .kr(8) |
| 18240 | .sr(1) |
| 18241 | .m(2) |
| 18242 | .n(16) |
| 18243 | .k(8) |
| 18244 | .qmin(128) |
| 18245 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18246 | } |
| 18247 | |
| 18248 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C8__NEON_MULL, qmax) { |
| 18249 | TEST_REQUIRES_ARM_NEON; |
| 18250 | GemmMicrokernelTester() |
| 18251 | .mr(2) |
| 18252 | .nr(16) |
| 18253 | .kr(8) |
| 18254 | .sr(1) |
| 18255 | .m(2) |
| 18256 | .n(16) |
| 18257 | .k(8) |
| 18258 | .qmax(128) |
| 18259 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18260 | } |
| 18261 | |
| 18262 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16C8__NEON_MULL, strided_cm) { |
| 18263 | TEST_REQUIRES_ARM_NEON; |
| 18264 | GemmMicrokernelTester() |
| 18265 | .mr(2) |
| 18266 | .nr(16) |
| 18267 | .kr(8) |
| 18268 | .sr(1) |
| 18269 | .m(2) |
| 18270 | .n(16) |
| 18271 | .k(8) |
| 18272 | .cm_stride(19) |
| 18273 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18274 | } |
| 18275 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 18276 | |
| 18277 | |
| 18278 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 18279 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C8__NEON_MULL, k_eq_8) { |
| 18280 | TEST_REQUIRES_ARM_NEON; |
| 18281 | GemmMicrokernelTester() |
| 18282 | .mr(4) |
| 18283 | .nr(16) |
| 18284 | .kr(8) |
| 18285 | .sr(1) |
| 18286 | .m(4) |
| 18287 | .n(16) |
| 18288 | .k(8) |
| 18289 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18290 | } |
| 18291 | |
| 18292 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C8__NEON_MULL, strided_cn) { |
| 18293 | TEST_REQUIRES_ARM_NEON; |
| 18294 | GemmMicrokernelTester() |
| 18295 | .mr(4) |
| 18296 | .nr(16) |
| 18297 | .kr(8) |
| 18298 | .sr(1) |
| 18299 | .m(4) |
| 18300 | .n(16) |
| 18301 | .k(8) |
| 18302 | .cn_stride(19) |
| 18303 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18304 | } |
| 18305 | |
| 18306 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C8__NEON_MULL, k_eq_8_subtile) { |
| 18307 | TEST_REQUIRES_ARM_NEON; |
| 18308 | for (uint32_t n = 1; n <= 16; n++) { |
| 18309 | for (uint32_t m = 1; m <= 4; m++) { |
| 18310 | GemmMicrokernelTester() |
| 18311 | .mr(4) |
| 18312 | .nr(16) |
| 18313 | .kr(8) |
| 18314 | .sr(1) |
| 18315 | .m(m) |
| 18316 | .n(n) |
| 18317 | .k(8) |
| 18318 | .iterations(1) |
| 18319 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18320 | } |
| 18321 | } |
| 18322 | } |
| 18323 | |
| 18324 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C8__NEON_MULL, k_eq_8_subtile_m) { |
| 18325 | TEST_REQUIRES_ARM_NEON; |
| 18326 | for (uint32_t m = 1; m <= 4; m++) { |
| 18327 | GemmMicrokernelTester() |
| 18328 | .mr(4) |
| 18329 | .nr(16) |
| 18330 | .kr(8) |
| 18331 | .sr(1) |
| 18332 | .m(m) |
| 18333 | .n(16) |
| 18334 | .k(8) |
| 18335 | .iterations(1) |
| 18336 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18337 | } |
| 18338 | } |
| 18339 | |
| 18340 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C8__NEON_MULL, k_eq_8_subtile_n) { |
| 18341 | TEST_REQUIRES_ARM_NEON; |
| 18342 | for (uint32_t n = 1; n <= 16; n++) { |
| 18343 | GemmMicrokernelTester() |
| 18344 | .mr(4) |
| 18345 | .nr(16) |
| 18346 | .kr(8) |
| 18347 | .sr(1) |
| 18348 | .m(4) |
| 18349 | .n(n) |
| 18350 | .k(8) |
| 18351 | .iterations(1) |
| 18352 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18353 | } |
| 18354 | } |
| 18355 | |
| 18356 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C8__NEON_MULL, k_lt_8) { |
| 18357 | TEST_REQUIRES_ARM_NEON; |
| 18358 | for (size_t k = 1; k < 8; k++) { |
| 18359 | GemmMicrokernelTester() |
| 18360 | .mr(4) |
| 18361 | .nr(16) |
| 18362 | .kr(8) |
| 18363 | .sr(1) |
| 18364 | .m(4) |
| 18365 | .n(16) |
| 18366 | .k(k) |
| 18367 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18368 | } |
| 18369 | } |
| 18370 | |
| 18371 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C8__NEON_MULL, k_lt_8_subtile) { |
| 18372 | TEST_REQUIRES_ARM_NEON; |
| 18373 | for (size_t k = 1; k < 8; k++) { |
| 18374 | for (uint32_t n = 1; n <= 16; n++) { |
| 18375 | for (uint32_t m = 1; m <= 4; m++) { |
| 18376 | GemmMicrokernelTester() |
| 18377 | .mr(4) |
| 18378 | .nr(16) |
| 18379 | .kr(8) |
| 18380 | .sr(1) |
| 18381 | .m(m) |
| 18382 | .n(n) |
| 18383 | .k(k) |
| 18384 | .iterations(1) |
| 18385 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18386 | } |
| 18387 | } |
| 18388 | } |
| 18389 | } |
| 18390 | |
| 18391 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C8__NEON_MULL, k_gt_8) { |
| 18392 | TEST_REQUIRES_ARM_NEON; |
| 18393 | for (size_t k = 9; k < 16; k++) { |
| 18394 | GemmMicrokernelTester() |
| 18395 | .mr(4) |
| 18396 | .nr(16) |
| 18397 | .kr(8) |
| 18398 | .sr(1) |
| 18399 | .m(4) |
| 18400 | .n(16) |
| 18401 | .k(k) |
| 18402 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18403 | } |
| 18404 | } |
| 18405 | |
| 18406 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C8__NEON_MULL, k_gt_8_subtile) { |
| 18407 | TEST_REQUIRES_ARM_NEON; |
| 18408 | for (size_t k = 9; k < 16; k++) { |
| 18409 | for (uint32_t n = 1; n <= 16; n++) { |
| 18410 | for (uint32_t m = 1; m <= 4; m++) { |
| 18411 | GemmMicrokernelTester() |
| 18412 | .mr(4) |
| 18413 | .nr(16) |
| 18414 | .kr(8) |
| 18415 | .sr(1) |
| 18416 | .m(m) |
| 18417 | .n(n) |
| 18418 | .k(k) |
| 18419 | .iterations(1) |
| 18420 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18421 | } |
| 18422 | } |
| 18423 | } |
| 18424 | } |
| 18425 | |
| 18426 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C8__NEON_MULL, k_div_8) { |
| 18427 | TEST_REQUIRES_ARM_NEON; |
| 18428 | for (size_t k = 16; k <= 80; k += 8) { |
| 18429 | GemmMicrokernelTester() |
| 18430 | .mr(4) |
| 18431 | .nr(16) |
| 18432 | .kr(8) |
| 18433 | .sr(1) |
| 18434 | .m(4) |
| 18435 | .n(16) |
| 18436 | .k(k) |
| 18437 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18438 | } |
| 18439 | } |
| 18440 | |
| 18441 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C8__NEON_MULL, k_div_8_subtile) { |
| 18442 | TEST_REQUIRES_ARM_NEON; |
| 18443 | for (size_t k = 16; k <= 80; k += 8) { |
| 18444 | for (uint32_t n = 1; n <= 16; n++) { |
| 18445 | for (uint32_t m = 1; m <= 4; m++) { |
| 18446 | GemmMicrokernelTester() |
| 18447 | .mr(4) |
| 18448 | .nr(16) |
| 18449 | .kr(8) |
| 18450 | .sr(1) |
| 18451 | .m(m) |
| 18452 | .n(n) |
| 18453 | .k(k) |
| 18454 | .iterations(1) |
| 18455 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18456 | } |
| 18457 | } |
| 18458 | } |
| 18459 | } |
| 18460 | |
| 18461 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C8__NEON_MULL, n_gt_16) { |
| 18462 | TEST_REQUIRES_ARM_NEON; |
| 18463 | for (uint32_t n = 17; n < 32; n++) { |
| 18464 | for (size_t k = 1; k <= 40; k += 9) { |
| 18465 | GemmMicrokernelTester() |
| 18466 | .mr(4) |
| 18467 | .nr(16) |
| 18468 | .kr(8) |
| 18469 | .sr(1) |
| 18470 | .m(4) |
| 18471 | .n(n) |
| 18472 | .k(k) |
| 18473 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18474 | } |
| 18475 | } |
| 18476 | } |
| 18477 | |
| 18478 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C8__NEON_MULL, n_gt_16_strided_cn) { |
| 18479 | TEST_REQUIRES_ARM_NEON; |
| 18480 | for (uint32_t n = 17; n < 32; n++) { |
| 18481 | for (size_t k = 1; k <= 40; k += 9) { |
| 18482 | GemmMicrokernelTester() |
| 18483 | .mr(4) |
| 18484 | .nr(16) |
| 18485 | .kr(8) |
| 18486 | .sr(1) |
| 18487 | .m(4) |
| 18488 | .n(n) |
| 18489 | .k(k) |
| 18490 | .cn_stride(19) |
| 18491 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18492 | } |
| 18493 | } |
| 18494 | } |
| 18495 | |
| 18496 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C8__NEON_MULL, n_gt_16_subtile) { |
| 18497 | TEST_REQUIRES_ARM_NEON; |
| 18498 | for (uint32_t n = 17; n < 32; n++) { |
| 18499 | for (size_t k = 1; k <= 40; k += 9) { |
| 18500 | for (uint32_t m = 1; m <= 4; m++) { |
| 18501 | GemmMicrokernelTester() |
| 18502 | .mr(4) |
| 18503 | .nr(16) |
| 18504 | .kr(8) |
| 18505 | .sr(1) |
| 18506 | .m(m) |
| 18507 | .n(n) |
| 18508 | .k(k) |
| 18509 | .iterations(1) |
| 18510 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18511 | } |
| 18512 | } |
| 18513 | } |
| 18514 | } |
| 18515 | |
| 18516 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C8__NEON_MULL, n_div_16) { |
| 18517 | TEST_REQUIRES_ARM_NEON; |
| 18518 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 18519 | for (size_t k = 1; k <= 40; k += 9) { |
| 18520 | GemmMicrokernelTester() |
| 18521 | .mr(4) |
| 18522 | .nr(16) |
| 18523 | .kr(8) |
| 18524 | .sr(1) |
| 18525 | .m(4) |
| 18526 | .n(n) |
| 18527 | .k(k) |
| 18528 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18529 | } |
| 18530 | } |
| 18531 | } |
| 18532 | |
| 18533 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C8__NEON_MULL, n_div_16_strided_cn) { |
| 18534 | TEST_REQUIRES_ARM_NEON; |
| 18535 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 18536 | for (size_t k = 1; k <= 40; k += 9) { |
| 18537 | GemmMicrokernelTester() |
| 18538 | .mr(4) |
| 18539 | .nr(16) |
| 18540 | .kr(8) |
| 18541 | .sr(1) |
| 18542 | .m(4) |
| 18543 | .n(n) |
| 18544 | .k(k) |
| 18545 | .cn_stride(19) |
| 18546 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18547 | } |
| 18548 | } |
| 18549 | } |
| 18550 | |
| 18551 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C8__NEON_MULL, n_div_16_subtile) { |
| 18552 | TEST_REQUIRES_ARM_NEON; |
| 18553 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 18554 | for (size_t k = 1; k <= 40; k += 9) { |
| 18555 | for (uint32_t m = 1; m <= 4; m++) { |
| 18556 | GemmMicrokernelTester() |
| 18557 | .mr(4) |
| 18558 | .nr(16) |
| 18559 | .kr(8) |
| 18560 | .sr(1) |
| 18561 | .m(m) |
| 18562 | .n(n) |
| 18563 | .k(k) |
| 18564 | .iterations(1) |
| 18565 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18566 | } |
| 18567 | } |
| 18568 | } |
| 18569 | } |
| 18570 | |
| 18571 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C8__NEON_MULL, small_kernel) { |
| 18572 | TEST_REQUIRES_ARM_NEON; |
| 18573 | for (size_t k = 1; k <= 40; k += 9) { |
| 18574 | GemmMicrokernelTester() |
| 18575 | .mr(4) |
| 18576 | .nr(16) |
| 18577 | .kr(8) |
| 18578 | .sr(1) |
| 18579 | .m(4) |
| 18580 | .n(16) |
| 18581 | .k(k) |
| 18582 | .ks(3) |
| 18583 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18584 | } |
| 18585 | } |
| 18586 | |
| 18587 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C8__NEON_MULL, small_kernel_subtile) { |
| 18588 | TEST_REQUIRES_ARM_NEON; |
| 18589 | for (size_t k = 1; k <= 40; k += 9) { |
| 18590 | for (uint32_t n = 1; n <= 16; n++) { |
| 18591 | for (uint32_t m = 1; m <= 4; m++) { |
| 18592 | GemmMicrokernelTester() |
| 18593 | .mr(4) |
| 18594 | .nr(16) |
| 18595 | .kr(8) |
| 18596 | .sr(1) |
| 18597 | .m(m) |
| 18598 | .n(n) |
| 18599 | .k(k) |
| 18600 | .ks(3) |
| 18601 | .iterations(1) |
| 18602 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18603 | } |
| 18604 | } |
| 18605 | } |
| 18606 | } |
| 18607 | |
| 18608 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C8__NEON_MULL, n_gt_16_small_kernel) { |
| 18609 | TEST_REQUIRES_ARM_NEON; |
| 18610 | for (uint32_t n = 17; n < 32; n++) { |
| 18611 | for (size_t k = 1; k <= 40; k += 9) { |
| 18612 | GemmMicrokernelTester() |
| 18613 | .mr(4) |
| 18614 | .nr(16) |
| 18615 | .kr(8) |
| 18616 | .sr(1) |
| 18617 | .m(4) |
| 18618 | .n(n) |
| 18619 | .k(k) |
| 18620 | .ks(3) |
| 18621 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18622 | } |
| 18623 | } |
| 18624 | } |
| 18625 | |
| 18626 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C8__NEON_MULL, n_div_16_small_kernel) { |
| 18627 | TEST_REQUIRES_ARM_NEON; |
| 18628 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 18629 | for (size_t k = 1; k <= 40; k += 9) { |
| 18630 | GemmMicrokernelTester() |
| 18631 | .mr(4) |
| 18632 | .nr(16) |
| 18633 | .kr(8) |
| 18634 | .sr(1) |
| 18635 | .m(4) |
| 18636 | .n(n) |
| 18637 | .k(k) |
| 18638 | .ks(3) |
| 18639 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18640 | } |
| 18641 | } |
| 18642 | } |
| 18643 | |
| 18644 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C8__NEON_MULL, strided_cm_subtile) { |
| 18645 | TEST_REQUIRES_ARM_NEON; |
| 18646 | for (size_t k = 1; k <= 40; k += 9) { |
| 18647 | for (uint32_t n = 1; n <= 16; n++) { |
| 18648 | for (uint32_t m = 1; m <= 4; m++) { |
| 18649 | GemmMicrokernelTester() |
| 18650 | .mr(4) |
| 18651 | .nr(16) |
| 18652 | .kr(8) |
| 18653 | .sr(1) |
| 18654 | .m(m) |
| 18655 | .n(n) |
| 18656 | .k(k) |
| 18657 | .cm_stride(19) |
| 18658 | .iterations(1) |
| 18659 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18660 | } |
| 18661 | } |
| 18662 | } |
| 18663 | } |
| 18664 | |
| 18665 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C8__NEON_MULL, a_offset) { |
| 18666 | TEST_REQUIRES_ARM_NEON; |
| 18667 | for (size_t k = 1; k <= 40; k += 9) { |
| 18668 | GemmMicrokernelTester() |
| 18669 | .mr(4) |
| 18670 | .nr(16) |
| 18671 | .kr(8) |
| 18672 | .sr(1) |
| 18673 | .m(4) |
| 18674 | .n(16) |
| 18675 | .k(k) |
| 18676 | .ks(3) |
| 18677 | .a_offset(163) |
| 18678 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18679 | } |
| 18680 | } |
| 18681 | |
| 18682 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C8__NEON_MULL, zero) { |
| 18683 | TEST_REQUIRES_ARM_NEON; |
| 18684 | for (size_t k = 1; k <= 40; k += 9) { |
| 18685 | for (uint32_t mz = 0; mz < 4; mz++) { |
| 18686 | GemmMicrokernelTester() |
| 18687 | .mr(4) |
| 18688 | .nr(16) |
| 18689 | .kr(8) |
| 18690 | .sr(1) |
| 18691 | .m(4) |
| 18692 | .n(16) |
| 18693 | .k(k) |
| 18694 | .ks(3) |
| 18695 | .a_offset(163) |
| 18696 | .zero_index(mz) |
| 18697 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18698 | } |
| 18699 | } |
| 18700 | } |
| 18701 | |
| 18702 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C8__NEON_MULL, qmin) { |
| 18703 | TEST_REQUIRES_ARM_NEON; |
| 18704 | GemmMicrokernelTester() |
| 18705 | .mr(4) |
| 18706 | .nr(16) |
| 18707 | .kr(8) |
| 18708 | .sr(1) |
| 18709 | .m(4) |
| 18710 | .n(16) |
| 18711 | .k(8) |
| 18712 | .qmin(128) |
| 18713 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18714 | } |
| 18715 | |
| 18716 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C8__NEON_MULL, qmax) { |
| 18717 | TEST_REQUIRES_ARM_NEON; |
| 18718 | GemmMicrokernelTester() |
| 18719 | .mr(4) |
| 18720 | .nr(16) |
| 18721 | .kr(8) |
| 18722 | .sr(1) |
| 18723 | .m(4) |
| 18724 | .n(16) |
| 18725 | .k(8) |
| 18726 | .qmax(128) |
| 18727 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18728 | } |
| 18729 | |
| 18730 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C8__NEON_MULL, strided_cm) { |
| 18731 | TEST_REQUIRES_ARM_NEON; |
| 18732 | GemmMicrokernelTester() |
| 18733 | .mr(4) |
| 18734 | .nr(16) |
| 18735 | .kr(8) |
| 18736 | .sr(1) |
| 18737 | .m(4) |
| 18738 | .n(16) |
| 18739 | .k(8) |
| 18740 | .cm_stride(19) |
| 18741 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c8__neon_mull, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18742 | } |
| 18743 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 18744 | |
| 18745 | |
| 18746 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 18747 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X16C16__NEON_MLAL, k_eq_16) { |
| 18748 | TEST_REQUIRES_ARM_NEON; |
| 18749 | GemmMicrokernelTester() |
| 18750 | .mr(3) |
| 18751 | .nr(16) |
| 18752 | .kr(16) |
| 18753 | .sr(1) |
| 18754 | .m(3) |
| 18755 | .n(16) |
| 18756 | .k(16) |
| 18757 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18758 | } |
| 18759 | |
| 18760 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X16C16__NEON_MLAL, strided_cn) { |
| 18761 | TEST_REQUIRES_ARM_NEON; |
| 18762 | GemmMicrokernelTester() |
| 18763 | .mr(3) |
| 18764 | .nr(16) |
| 18765 | .kr(16) |
| 18766 | .sr(1) |
| 18767 | .m(3) |
| 18768 | .n(16) |
| 18769 | .k(16) |
| 18770 | .cn_stride(19) |
| 18771 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18772 | } |
| 18773 | |
| 18774 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X16C16__NEON_MLAL, k_eq_16_subtile) { |
| 18775 | TEST_REQUIRES_ARM_NEON; |
| 18776 | for (uint32_t n = 1; n <= 16; n++) { |
| 18777 | for (uint32_t m = 1; m <= 3; m++) { |
| 18778 | GemmMicrokernelTester() |
| 18779 | .mr(3) |
| 18780 | .nr(16) |
| 18781 | .kr(16) |
| 18782 | .sr(1) |
| 18783 | .m(m) |
| 18784 | .n(n) |
| 18785 | .k(16) |
| 18786 | .iterations(1) |
| 18787 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18788 | } |
| 18789 | } |
| 18790 | } |
| 18791 | |
| 18792 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X16C16__NEON_MLAL, k_eq_16_subtile_m) { |
| 18793 | TEST_REQUIRES_ARM_NEON; |
| 18794 | for (uint32_t m = 1; m <= 3; m++) { |
| 18795 | GemmMicrokernelTester() |
| 18796 | .mr(3) |
| 18797 | .nr(16) |
| 18798 | .kr(16) |
| 18799 | .sr(1) |
| 18800 | .m(m) |
| 18801 | .n(16) |
| 18802 | .k(16) |
| 18803 | .iterations(1) |
| 18804 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18805 | } |
| 18806 | } |
| 18807 | |
| 18808 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X16C16__NEON_MLAL, k_eq_16_subtile_n) { |
| 18809 | TEST_REQUIRES_ARM_NEON; |
| 18810 | for (uint32_t n = 1; n <= 16; n++) { |
| 18811 | GemmMicrokernelTester() |
| 18812 | .mr(3) |
| 18813 | .nr(16) |
| 18814 | .kr(16) |
| 18815 | .sr(1) |
| 18816 | .m(3) |
| 18817 | .n(n) |
| 18818 | .k(16) |
| 18819 | .iterations(1) |
| 18820 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18821 | } |
| 18822 | } |
| 18823 | |
| 18824 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X16C16__NEON_MLAL, k_lt_16) { |
| 18825 | TEST_REQUIRES_ARM_NEON; |
| 18826 | for (size_t k = 1; k < 16; k++) { |
| 18827 | GemmMicrokernelTester() |
| 18828 | .mr(3) |
| 18829 | .nr(16) |
| 18830 | .kr(16) |
| 18831 | .sr(1) |
| 18832 | .m(3) |
| 18833 | .n(16) |
| 18834 | .k(k) |
| 18835 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18836 | } |
| 18837 | } |
| 18838 | |
| 18839 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X16C16__NEON_MLAL, k_lt_16_subtile) { |
| 18840 | TEST_REQUIRES_ARM_NEON; |
| 18841 | for (size_t k = 1; k < 16; k++) { |
| 18842 | for (uint32_t n = 1; n <= 16; n++) { |
| 18843 | for (uint32_t m = 1; m <= 3; m++) { |
| 18844 | GemmMicrokernelTester() |
| 18845 | .mr(3) |
| 18846 | .nr(16) |
| 18847 | .kr(16) |
| 18848 | .sr(1) |
| 18849 | .m(m) |
| 18850 | .n(n) |
| 18851 | .k(k) |
| 18852 | .iterations(1) |
| 18853 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18854 | } |
| 18855 | } |
| 18856 | } |
| 18857 | } |
| 18858 | |
| 18859 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X16C16__NEON_MLAL, k_gt_16) { |
| 18860 | TEST_REQUIRES_ARM_NEON; |
| 18861 | for (size_t k = 17; k < 32; k++) { |
| 18862 | GemmMicrokernelTester() |
| 18863 | .mr(3) |
| 18864 | .nr(16) |
| 18865 | .kr(16) |
| 18866 | .sr(1) |
| 18867 | .m(3) |
| 18868 | .n(16) |
| 18869 | .k(k) |
| 18870 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18871 | } |
| 18872 | } |
| 18873 | |
| 18874 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X16C16__NEON_MLAL, k_gt_16_subtile) { |
| 18875 | TEST_REQUIRES_ARM_NEON; |
| 18876 | for (size_t k = 17; k < 32; k++) { |
| 18877 | for (uint32_t n = 1; n <= 16; n++) { |
| 18878 | for (uint32_t m = 1; m <= 3; m++) { |
| 18879 | GemmMicrokernelTester() |
| 18880 | .mr(3) |
| 18881 | .nr(16) |
| 18882 | .kr(16) |
| 18883 | .sr(1) |
| 18884 | .m(m) |
| 18885 | .n(n) |
| 18886 | .k(k) |
| 18887 | .iterations(1) |
| 18888 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18889 | } |
| 18890 | } |
| 18891 | } |
| 18892 | } |
| 18893 | |
| 18894 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X16C16__NEON_MLAL, k_div_16) { |
| 18895 | TEST_REQUIRES_ARM_NEON; |
| 18896 | for (size_t k = 32; k <= 160; k += 16) { |
| 18897 | GemmMicrokernelTester() |
| 18898 | .mr(3) |
| 18899 | .nr(16) |
| 18900 | .kr(16) |
| 18901 | .sr(1) |
| 18902 | .m(3) |
| 18903 | .n(16) |
| 18904 | .k(k) |
| 18905 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18906 | } |
| 18907 | } |
| 18908 | |
| 18909 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X16C16__NEON_MLAL, k_div_16_subtile) { |
| 18910 | TEST_REQUIRES_ARM_NEON; |
| 18911 | for (size_t k = 32; k <= 160; k += 16) { |
| 18912 | for (uint32_t n = 1; n <= 16; n++) { |
| 18913 | for (uint32_t m = 1; m <= 3; m++) { |
| 18914 | GemmMicrokernelTester() |
| 18915 | .mr(3) |
| 18916 | .nr(16) |
| 18917 | .kr(16) |
| 18918 | .sr(1) |
| 18919 | .m(m) |
| 18920 | .n(n) |
| 18921 | .k(k) |
| 18922 | .iterations(1) |
| 18923 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18924 | } |
| 18925 | } |
| 18926 | } |
| 18927 | } |
| 18928 | |
| 18929 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X16C16__NEON_MLAL, n_gt_16) { |
| 18930 | TEST_REQUIRES_ARM_NEON; |
| 18931 | for (uint32_t n = 17; n < 32; n++) { |
| 18932 | for (size_t k = 1; k <= 80; k += 17) { |
| 18933 | GemmMicrokernelTester() |
| 18934 | .mr(3) |
| 18935 | .nr(16) |
| 18936 | .kr(16) |
| 18937 | .sr(1) |
| 18938 | .m(3) |
| 18939 | .n(n) |
| 18940 | .k(k) |
| 18941 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18942 | } |
| 18943 | } |
| 18944 | } |
| 18945 | |
| 18946 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X16C16__NEON_MLAL, n_gt_16_strided_cn) { |
| 18947 | TEST_REQUIRES_ARM_NEON; |
| 18948 | for (uint32_t n = 17; n < 32; n++) { |
| 18949 | for (size_t k = 1; k <= 80; k += 17) { |
| 18950 | GemmMicrokernelTester() |
| 18951 | .mr(3) |
| 18952 | .nr(16) |
| 18953 | .kr(16) |
| 18954 | .sr(1) |
| 18955 | .m(3) |
| 18956 | .n(n) |
| 18957 | .k(k) |
| 18958 | .cn_stride(19) |
| 18959 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18960 | } |
| 18961 | } |
| 18962 | } |
| 18963 | |
| 18964 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X16C16__NEON_MLAL, n_gt_16_subtile) { |
| 18965 | TEST_REQUIRES_ARM_NEON; |
| 18966 | for (uint32_t n = 17; n < 32; n++) { |
| 18967 | for (size_t k = 1; k <= 80; k += 17) { |
| 18968 | for (uint32_t m = 1; m <= 3; m++) { |
| 18969 | GemmMicrokernelTester() |
| 18970 | .mr(3) |
| 18971 | .nr(16) |
| 18972 | .kr(16) |
| 18973 | .sr(1) |
| 18974 | .m(m) |
| 18975 | .n(n) |
| 18976 | .k(k) |
| 18977 | .iterations(1) |
| 18978 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18979 | } |
| 18980 | } |
| 18981 | } |
| 18982 | } |
| 18983 | |
| 18984 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X16C16__NEON_MLAL, n_div_16) { |
| 18985 | TEST_REQUIRES_ARM_NEON; |
| 18986 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 18987 | for (size_t k = 1; k <= 80; k += 17) { |
| 18988 | GemmMicrokernelTester() |
| 18989 | .mr(3) |
| 18990 | .nr(16) |
| 18991 | .kr(16) |
| 18992 | .sr(1) |
| 18993 | .m(3) |
| 18994 | .n(n) |
| 18995 | .k(k) |
| 18996 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 18997 | } |
| 18998 | } |
| 18999 | } |
| 19000 | |
| 19001 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X16C16__NEON_MLAL, n_div_16_strided_cn) { |
| 19002 | TEST_REQUIRES_ARM_NEON; |
| 19003 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 19004 | for (size_t k = 1; k <= 80; k += 17) { |
| 19005 | GemmMicrokernelTester() |
| 19006 | .mr(3) |
| 19007 | .nr(16) |
| 19008 | .kr(16) |
| 19009 | .sr(1) |
| 19010 | .m(3) |
| 19011 | .n(n) |
| 19012 | .k(k) |
| 19013 | .cn_stride(19) |
| 19014 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19015 | } |
| 19016 | } |
| 19017 | } |
| 19018 | |
| 19019 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X16C16__NEON_MLAL, n_div_16_subtile) { |
| 19020 | TEST_REQUIRES_ARM_NEON; |
| 19021 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 19022 | for (size_t k = 1; k <= 80; k += 17) { |
| 19023 | for (uint32_t m = 1; m <= 3; m++) { |
| 19024 | GemmMicrokernelTester() |
| 19025 | .mr(3) |
| 19026 | .nr(16) |
| 19027 | .kr(16) |
| 19028 | .sr(1) |
| 19029 | .m(m) |
| 19030 | .n(n) |
| 19031 | .k(k) |
| 19032 | .iterations(1) |
| 19033 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19034 | } |
| 19035 | } |
| 19036 | } |
| 19037 | } |
| 19038 | |
| 19039 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X16C16__NEON_MLAL, small_kernel) { |
| 19040 | TEST_REQUIRES_ARM_NEON; |
| 19041 | for (size_t k = 1; k <= 80; k += 17) { |
| 19042 | GemmMicrokernelTester() |
| 19043 | .mr(3) |
| 19044 | .nr(16) |
| 19045 | .kr(16) |
| 19046 | .sr(1) |
| 19047 | .m(3) |
| 19048 | .n(16) |
| 19049 | .k(k) |
| 19050 | .ks(3) |
| 19051 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19052 | } |
| 19053 | } |
| 19054 | |
| 19055 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X16C16__NEON_MLAL, small_kernel_subtile) { |
| 19056 | TEST_REQUIRES_ARM_NEON; |
| 19057 | for (size_t k = 1; k <= 80; k += 17) { |
| 19058 | for (uint32_t n = 1; n <= 16; n++) { |
| 19059 | for (uint32_t m = 1; m <= 3; m++) { |
| 19060 | GemmMicrokernelTester() |
| 19061 | .mr(3) |
| 19062 | .nr(16) |
| 19063 | .kr(16) |
| 19064 | .sr(1) |
| 19065 | .m(m) |
| 19066 | .n(n) |
| 19067 | .k(k) |
| 19068 | .ks(3) |
| 19069 | .iterations(1) |
| 19070 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19071 | } |
| 19072 | } |
| 19073 | } |
| 19074 | } |
| 19075 | |
| 19076 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X16C16__NEON_MLAL, n_gt_16_small_kernel) { |
| 19077 | TEST_REQUIRES_ARM_NEON; |
| 19078 | for (uint32_t n = 17; n < 32; n++) { |
| 19079 | for (size_t k = 1; k <= 80; k += 17) { |
| 19080 | GemmMicrokernelTester() |
| 19081 | .mr(3) |
| 19082 | .nr(16) |
| 19083 | .kr(16) |
| 19084 | .sr(1) |
| 19085 | .m(3) |
| 19086 | .n(n) |
| 19087 | .k(k) |
| 19088 | .ks(3) |
| 19089 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19090 | } |
| 19091 | } |
| 19092 | } |
| 19093 | |
| 19094 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X16C16__NEON_MLAL, n_div_16_small_kernel) { |
| 19095 | TEST_REQUIRES_ARM_NEON; |
| 19096 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 19097 | for (size_t k = 1; k <= 80; k += 17) { |
| 19098 | GemmMicrokernelTester() |
| 19099 | .mr(3) |
| 19100 | .nr(16) |
| 19101 | .kr(16) |
| 19102 | .sr(1) |
| 19103 | .m(3) |
| 19104 | .n(n) |
| 19105 | .k(k) |
| 19106 | .ks(3) |
| 19107 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19108 | } |
| 19109 | } |
| 19110 | } |
| 19111 | |
| 19112 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X16C16__NEON_MLAL, strided_cm_subtile) { |
| 19113 | TEST_REQUIRES_ARM_NEON; |
| 19114 | for (size_t k = 1; k <= 80; k += 17) { |
| 19115 | for (uint32_t n = 1; n <= 16; n++) { |
| 19116 | for (uint32_t m = 1; m <= 3; m++) { |
| 19117 | GemmMicrokernelTester() |
| 19118 | .mr(3) |
| 19119 | .nr(16) |
| 19120 | .kr(16) |
| 19121 | .sr(1) |
| 19122 | .m(m) |
| 19123 | .n(n) |
| 19124 | .k(k) |
| 19125 | .cm_stride(19) |
| 19126 | .iterations(1) |
| 19127 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19128 | } |
| 19129 | } |
| 19130 | } |
| 19131 | } |
| 19132 | |
| 19133 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X16C16__NEON_MLAL, a_offset) { |
| 19134 | TEST_REQUIRES_ARM_NEON; |
| 19135 | for (size_t k = 1; k <= 80; k += 17) { |
| 19136 | GemmMicrokernelTester() |
| 19137 | .mr(3) |
| 19138 | .nr(16) |
| 19139 | .kr(16) |
| 19140 | .sr(1) |
| 19141 | .m(3) |
| 19142 | .n(16) |
| 19143 | .k(k) |
| 19144 | .ks(3) |
| 19145 | .a_offset(251) |
| 19146 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19147 | } |
| 19148 | } |
| 19149 | |
| 19150 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X16C16__NEON_MLAL, zero) { |
| 19151 | TEST_REQUIRES_ARM_NEON; |
| 19152 | for (size_t k = 1; k <= 80; k += 17) { |
| 19153 | for (uint32_t mz = 0; mz < 3; mz++) { |
| 19154 | GemmMicrokernelTester() |
| 19155 | .mr(3) |
| 19156 | .nr(16) |
| 19157 | .kr(16) |
| 19158 | .sr(1) |
| 19159 | .m(3) |
| 19160 | .n(16) |
| 19161 | .k(k) |
| 19162 | .ks(3) |
| 19163 | .a_offset(251) |
| 19164 | .zero_index(mz) |
| 19165 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19166 | } |
| 19167 | } |
| 19168 | } |
| 19169 | |
| 19170 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X16C16__NEON_MLAL, qmin) { |
| 19171 | TEST_REQUIRES_ARM_NEON; |
| 19172 | GemmMicrokernelTester() |
| 19173 | .mr(3) |
| 19174 | .nr(16) |
| 19175 | .kr(16) |
| 19176 | .sr(1) |
| 19177 | .m(3) |
| 19178 | .n(16) |
| 19179 | .k(16) |
| 19180 | .qmin(128) |
| 19181 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19182 | } |
| 19183 | |
| 19184 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X16C16__NEON_MLAL, qmax) { |
| 19185 | TEST_REQUIRES_ARM_NEON; |
| 19186 | GemmMicrokernelTester() |
| 19187 | .mr(3) |
| 19188 | .nr(16) |
| 19189 | .kr(16) |
| 19190 | .sr(1) |
| 19191 | .m(3) |
| 19192 | .n(16) |
| 19193 | .k(16) |
| 19194 | .qmax(128) |
| 19195 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19196 | } |
| 19197 | |
| 19198 | TEST(QS8_IGEMM_MINMAX_RNDNU_3X16C16__NEON_MLAL, strided_cm) { |
| 19199 | TEST_REQUIRES_ARM_NEON; |
| 19200 | GemmMicrokernelTester() |
| 19201 | .mr(3) |
| 19202 | .nr(16) |
| 19203 | .kr(16) |
| 19204 | .sr(1) |
| 19205 | .m(3) |
| 19206 | .n(16) |
| 19207 | .k(16) |
| 19208 | .cm_stride(19) |
| 19209 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19210 | } |
| 19211 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 19212 | |
| 19213 | |
| 19214 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 19215 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C16__NEON_MLAL, k_eq_16) { |
| 19216 | TEST_REQUIRES_ARM_NEON; |
| 19217 | GemmMicrokernelTester() |
| 19218 | .mr(4) |
| 19219 | .nr(16) |
| 19220 | .kr(16) |
| 19221 | .sr(1) |
| 19222 | .m(4) |
| 19223 | .n(16) |
| 19224 | .k(16) |
| 19225 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19226 | } |
| 19227 | |
| 19228 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C16__NEON_MLAL, strided_cn) { |
| 19229 | TEST_REQUIRES_ARM_NEON; |
| 19230 | GemmMicrokernelTester() |
| 19231 | .mr(4) |
| 19232 | .nr(16) |
| 19233 | .kr(16) |
| 19234 | .sr(1) |
| 19235 | .m(4) |
| 19236 | .n(16) |
| 19237 | .k(16) |
| 19238 | .cn_stride(19) |
| 19239 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19240 | } |
| 19241 | |
| 19242 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C16__NEON_MLAL, k_eq_16_subtile) { |
| 19243 | TEST_REQUIRES_ARM_NEON; |
| 19244 | for (uint32_t n = 1; n <= 16; n++) { |
| 19245 | for (uint32_t m = 1; m <= 4; m++) { |
| 19246 | GemmMicrokernelTester() |
| 19247 | .mr(4) |
| 19248 | .nr(16) |
| 19249 | .kr(16) |
| 19250 | .sr(1) |
| 19251 | .m(m) |
| 19252 | .n(n) |
| 19253 | .k(16) |
| 19254 | .iterations(1) |
| 19255 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19256 | } |
| 19257 | } |
| 19258 | } |
| 19259 | |
| 19260 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C16__NEON_MLAL, k_eq_16_subtile_m) { |
| 19261 | TEST_REQUIRES_ARM_NEON; |
| 19262 | for (uint32_t m = 1; m <= 4; m++) { |
| 19263 | GemmMicrokernelTester() |
| 19264 | .mr(4) |
| 19265 | .nr(16) |
| 19266 | .kr(16) |
| 19267 | .sr(1) |
| 19268 | .m(m) |
| 19269 | .n(16) |
| 19270 | .k(16) |
| 19271 | .iterations(1) |
| 19272 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19273 | } |
| 19274 | } |
| 19275 | |
| 19276 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C16__NEON_MLAL, k_eq_16_subtile_n) { |
| 19277 | TEST_REQUIRES_ARM_NEON; |
| 19278 | for (uint32_t n = 1; n <= 16; n++) { |
| 19279 | GemmMicrokernelTester() |
| 19280 | .mr(4) |
| 19281 | .nr(16) |
| 19282 | .kr(16) |
| 19283 | .sr(1) |
| 19284 | .m(4) |
| 19285 | .n(n) |
| 19286 | .k(16) |
| 19287 | .iterations(1) |
| 19288 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19289 | } |
| 19290 | } |
| 19291 | |
| 19292 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C16__NEON_MLAL, k_lt_16) { |
| 19293 | TEST_REQUIRES_ARM_NEON; |
| 19294 | for (size_t k = 1; k < 16; k++) { |
| 19295 | GemmMicrokernelTester() |
| 19296 | .mr(4) |
| 19297 | .nr(16) |
| 19298 | .kr(16) |
| 19299 | .sr(1) |
| 19300 | .m(4) |
| 19301 | .n(16) |
| 19302 | .k(k) |
| 19303 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19304 | } |
| 19305 | } |
| 19306 | |
| 19307 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C16__NEON_MLAL, k_lt_16_subtile) { |
| 19308 | TEST_REQUIRES_ARM_NEON; |
| 19309 | for (size_t k = 1; k < 16; k++) { |
| 19310 | for (uint32_t n = 1; n <= 16; n++) { |
| 19311 | for (uint32_t m = 1; m <= 4; m++) { |
| 19312 | GemmMicrokernelTester() |
| 19313 | .mr(4) |
| 19314 | .nr(16) |
| 19315 | .kr(16) |
| 19316 | .sr(1) |
| 19317 | .m(m) |
| 19318 | .n(n) |
| 19319 | .k(k) |
| 19320 | .iterations(1) |
| 19321 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19322 | } |
| 19323 | } |
| 19324 | } |
| 19325 | } |
| 19326 | |
| 19327 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C16__NEON_MLAL, k_gt_16) { |
| 19328 | TEST_REQUIRES_ARM_NEON; |
| 19329 | for (size_t k = 17; k < 32; k++) { |
| 19330 | GemmMicrokernelTester() |
| 19331 | .mr(4) |
| 19332 | .nr(16) |
| 19333 | .kr(16) |
| 19334 | .sr(1) |
| 19335 | .m(4) |
| 19336 | .n(16) |
| 19337 | .k(k) |
| 19338 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19339 | } |
| 19340 | } |
| 19341 | |
| 19342 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C16__NEON_MLAL, k_gt_16_subtile) { |
| 19343 | TEST_REQUIRES_ARM_NEON; |
| 19344 | for (size_t k = 17; k < 32; k++) { |
| 19345 | for (uint32_t n = 1; n <= 16; n++) { |
| 19346 | for (uint32_t m = 1; m <= 4; m++) { |
| 19347 | GemmMicrokernelTester() |
| 19348 | .mr(4) |
| 19349 | .nr(16) |
| 19350 | .kr(16) |
| 19351 | .sr(1) |
| 19352 | .m(m) |
| 19353 | .n(n) |
| 19354 | .k(k) |
| 19355 | .iterations(1) |
| 19356 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19357 | } |
| 19358 | } |
| 19359 | } |
| 19360 | } |
| 19361 | |
| 19362 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C16__NEON_MLAL, k_div_16) { |
| 19363 | TEST_REQUIRES_ARM_NEON; |
| 19364 | for (size_t k = 32; k <= 160; k += 16) { |
| 19365 | GemmMicrokernelTester() |
| 19366 | .mr(4) |
| 19367 | .nr(16) |
| 19368 | .kr(16) |
| 19369 | .sr(1) |
| 19370 | .m(4) |
| 19371 | .n(16) |
| 19372 | .k(k) |
| 19373 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19374 | } |
| 19375 | } |
| 19376 | |
| 19377 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C16__NEON_MLAL, k_div_16_subtile) { |
| 19378 | TEST_REQUIRES_ARM_NEON; |
| 19379 | for (size_t k = 32; k <= 160; k += 16) { |
| 19380 | for (uint32_t n = 1; n <= 16; n++) { |
| 19381 | for (uint32_t m = 1; m <= 4; m++) { |
| 19382 | GemmMicrokernelTester() |
| 19383 | .mr(4) |
| 19384 | .nr(16) |
| 19385 | .kr(16) |
| 19386 | .sr(1) |
| 19387 | .m(m) |
| 19388 | .n(n) |
| 19389 | .k(k) |
| 19390 | .iterations(1) |
| 19391 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19392 | } |
| 19393 | } |
| 19394 | } |
| 19395 | } |
| 19396 | |
| 19397 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C16__NEON_MLAL, n_gt_16) { |
| 19398 | TEST_REQUIRES_ARM_NEON; |
| 19399 | for (uint32_t n = 17; n < 32; n++) { |
| 19400 | for (size_t k = 1; k <= 80; k += 17) { |
| 19401 | GemmMicrokernelTester() |
| 19402 | .mr(4) |
| 19403 | .nr(16) |
| 19404 | .kr(16) |
| 19405 | .sr(1) |
| 19406 | .m(4) |
| 19407 | .n(n) |
| 19408 | .k(k) |
| 19409 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19410 | } |
| 19411 | } |
| 19412 | } |
| 19413 | |
| 19414 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C16__NEON_MLAL, n_gt_16_strided_cn) { |
| 19415 | TEST_REQUIRES_ARM_NEON; |
| 19416 | for (uint32_t n = 17; n < 32; n++) { |
| 19417 | for (size_t k = 1; k <= 80; k += 17) { |
| 19418 | GemmMicrokernelTester() |
| 19419 | .mr(4) |
| 19420 | .nr(16) |
| 19421 | .kr(16) |
| 19422 | .sr(1) |
| 19423 | .m(4) |
| 19424 | .n(n) |
| 19425 | .k(k) |
| 19426 | .cn_stride(19) |
| 19427 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19428 | } |
| 19429 | } |
| 19430 | } |
| 19431 | |
| 19432 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C16__NEON_MLAL, n_gt_16_subtile) { |
| 19433 | TEST_REQUIRES_ARM_NEON; |
| 19434 | for (uint32_t n = 17; n < 32; n++) { |
| 19435 | for (size_t k = 1; k <= 80; k += 17) { |
| 19436 | for (uint32_t m = 1; m <= 4; m++) { |
| 19437 | GemmMicrokernelTester() |
| 19438 | .mr(4) |
| 19439 | .nr(16) |
| 19440 | .kr(16) |
| 19441 | .sr(1) |
| 19442 | .m(m) |
| 19443 | .n(n) |
| 19444 | .k(k) |
| 19445 | .iterations(1) |
| 19446 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19447 | } |
| 19448 | } |
| 19449 | } |
| 19450 | } |
| 19451 | |
| 19452 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C16__NEON_MLAL, n_div_16) { |
| 19453 | TEST_REQUIRES_ARM_NEON; |
| 19454 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 19455 | for (size_t k = 1; k <= 80; k += 17) { |
| 19456 | GemmMicrokernelTester() |
| 19457 | .mr(4) |
| 19458 | .nr(16) |
| 19459 | .kr(16) |
| 19460 | .sr(1) |
| 19461 | .m(4) |
| 19462 | .n(n) |
| 19463 | .k(k) |
| 19464 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19465 | } |
| 19466 | } |
| 19467 | } |
| 19468 | |
| 19469 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C16__NEON_MLAL, n_div_16_strided_cn) { |
| 19470 | TEST_REQUIRES_ARM_NEON; |
| 19471 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 19472 | for (size_t k = 1; k <= 80; k += 17) { |
| 19473 | GemmMicrokernelTester() |
| 19474 | .mr(4) |
| 19475 | .nr(16) |
| 19476 | .kr(16) |
| 19477 | .sr(1) |
| 19478 | .m(4) |
| 19479 | .n(n) |
| 19480 | .k(k) |
| 19481 | .cn_stride(19) |
| 19482 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19483 | } |
| 19484 | } |
| 19485 | } |
| 19486 | |
| 19487 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C16__NEON_MLAL, n_div_16_subtile) { |
| 19488 | TEST_REQUIRES_ARM_NEON; |
| 19489 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 19490 | for (size_t k = 1; k <= 80; k += 17) { |
| 19491 | for (uint32_t m = 1; m <= 4; m++) { |
| 19492 | GemmMicrokernelTester() |
| 19493 | .mr(4) |
| 19494 | .nr(16) |
| 19495 | .kr(16) |
| 19496 | .sr(1) |
| 19497 | .m(m) |
| 19498 | .n(n) |
| 19499 | .k(k) |
| 19500 | .iterations(1) |
| 19501 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19502 | } |
| 19503 | } |
| 19504 | } |
| 19505 | } |
| 19506 | |
| 19507 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C16__NEON_MLAL, small_kernel) { |
| 19508 | TEST_REQUIRES_ARM_NEON; |
| 19509 | for (size_t k = 1; k <= 80; k += 17) { |
| 19510 | GemmMicrokernelTester() |
| 19511 | .mr(4) |
| 19512 | .nr(16) |
| 19513 | .kr(16) |
| 19514 | .sr(1) |
| 19515 | .m(4) |
| 19516 | .n(16) |
| 19517 | .k(k) |
| 19518 | .ks(3) |
| 19519 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19520 | } |
| 19521 | } |
| 19522 | |
| 19523 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C16__NEON_MLAL, small_kernel_subtile) { |
| 19524 | TEST_REQUIRES_ARM_NEON; |
| 19525 | for (size_t k = 1; k <= 80; k += 17) { |
| 19526 | for (uint32_t n = 1; n <= 16; n++) { |
| 19527 | for (uint32_t m = 1; m <= 4; m++) { |
| 19528 | GemmMicrokernelTester() |
| 19529 | .mr(4) |
| 19530 | .nr(16) |
| 19531 | .kr(16) |
| 19532 | .sr(1) |
| 19533 | .m(m) |
| 19534 | .n(n) |
| 19535 | .k(k) |
| 19536 | .ks(3) |
| 19537 | .iterations(1) |
| 19538 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19539 | } |
| 19540 | } |
| 19541 | } |
| 19542 | } |
| 19543 | |
| 19544 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C16__NEON_MLAL, n_gt_16_small_kernel) { |
| 19545 | TEST_REQUIRES_ARM_NEON; |
| 19546 | for (uint32_t n = 17; n < 32; n++) { |
| 19547 | for (size_t k = 1; k <= 80; k += 17) { |
| 19548 | GemmMicrokernelTester() |
| 19549 | .mr(4) |
| 19550 | .nr(16) |
| 19551 | .kr(16) |
| 19552 | .sr(1) |
| 19553 | .m(4) |
| 19554 | .n(n) |
| 19555 | .k(k) |
| 19556 | .ks(3) |
| 19557 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19558 | } |
| 19559 | } |
| 19560 | } |
| 19561 | |
| 19562 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C16__NEON_MLAL, n_div_16_small_kernel) { |
| 19563 | TEST_REQUIRES_ARM_NEON; |
| 19564 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 19565 | for (size_t k = 1; k <= 80; k += 17) { |
| 19566 | GemmMicrokernelTester() |
| 19567 | .mr(4) |
| 19568 | .nr(16) |
| 19569 | .kr(16) |
| 19570 | .sr(1) |
| 19571 | .m(4) |
| 19572 | .n(n) |
| 19573 | .k(k) |
| 19574 | .ks(3) |
| 19575 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19576 | } |
| 19577 | } |
| 19578 | } |
| 19579 | |
| 19580 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C16__NEON_MLAL, strided_cm_subtile) { |
| 19581 | TEST_REQUIRES_ARM_NEON; |
| 19582 | for (size_t k = 1; k <= 80; k += 17) { |
| 19583 | for (uint32_t n = 1; n <= 16; n++) { |
| 19584 | for (uint32_t m = 1; m <= 4; m++) { |
| 19585 | GemmMicrokernelTester() |
| 19586 | .mr(4) |
| 19587 | .nr(16) |
| 19588 | .kr(16) |
| 19589 | .sr(1) |
| 19590 | .m(m) |
| 19591 | .n(n) |
| 19592 | .k(k) |
| 19593 | .cm_stride(19) |
| 19594 | .iterations(1) |
| 19595 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19596 | } |
| 19597 | } |
| 19598 | } |
| 19599 | } |
| 19600 | |
| 19601 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C16__NEON_MLAL, a_offset) { |
| 19602 | TEST_REQUIRES_ARM_NEON; |
| 19603 | for (size_t k = 1; k <= 80; k += 17) { |
| 19604 | GemmMicrokernelTester() |
| 19605 | .mr(4) |
| 19606 | .nr(16) |
| 19607 | .kr(16) |
| 19608 | .sr(1) |
| 19609 | .m(4) |
| 19610 | .n(16) |
| 19611 | .k(k) |
| 19612 | .ks(3) |
| 19613 | .a_offset(331) |
| 19614 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19615 | } |
| 19616 | } |
| 19617 | |
| 19618 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C16__NEON_MLAL, zero) { |
| 19619 | TEST_REQUIRES_ARM_NEON; |
| 19620 | for (size_t k = 1; k <= 80; k += 17) { |
| 19621 | for (uint32_t mz = 0; mz < 4; mz++) { |
| 19622 | GemmMicrokernelTester() |
| 19623 | .mr(4) |
| 19624 | .nr(16) |
| 19625 | .kr(16) |
| 19626 | .sr(1) |
| 19627 | .m(4) |
| 19628 | .n(16) |
| 19629 | .k(k) |
| 19630 | .ks(3) |
| 19631 | .a_offset(331) |
| 19632 | .zero_index(mz) |
| 19633 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19634 | } |
| 19635 | } |
| 19636 | } |
| 19637 | |
| 19638 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C16__NEON_MLAL, qmin) { |
| 19639 | TEST_REQUIRES_ARM_NEON; |
| 19640 | GemmMicrokernelTester() |
| 19641 | .mr(4) |
| 19642 | .nr(16) |
| 19643 | .kr(16) |
| 19644 | .sr(1) |
| 19645 | .m(4) |
| 19646 | .n(16) |
| 19647 | .k(16) |
| 19648 | .qmin(128) |
| 19649 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19650 | } |
| 19651 | |
| 19652 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C16__NEON_MLAL, qmax) { |
| 19653 | TEST_REQUIRES_ARM_NEON; |
| 19654 | GemmMicrokernelTester() |
| 19655 | .mr(4) |
| 19656 | .nr(16) |
| 19657 | .kr(16) |
| 19658 | .sr(1) |
| 19659 | .m(4) |
| 19660 | .n(16) |
| 19661 | .k(16) |
| 19662 | .qmax(128) |
| 19663 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19664 | } |
| 19665 | |
| 19666 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16C16__NEON_MLAL, strided_cm) { |
| 19667 | TEST_REQUIRES_ARM_NEON; |
| 19668 | GemmMicrokernelTester() |
| 19669 | .mr(4) |
| 19670 | .nr(16) |
| 19671 | .kr(16) |
| 19672 | .sr(1) |
| 19673 | .m(4) |
| 19674 | .n(16) |
| 19675 | .k(16) |
| 19676 | .cm_stride(19) |
| 19677 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c16__neon_mlal, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19678 | } |
| 19679 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 19680 | |
| 19681 | |
| 19682 | #if XNN_ARCH_ARM && !XNN_PLATFORM_IOS || XNN_ARCH_ARM64 |
| 19683 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16C4__NEONDOT, k_eq_8) { |
| 19684 | TEST_REQUIRES_ARM_NEON_DOT; |
| 19685 | GemmMicrokernelTester() |
| 19686 | .mr(6) |
| 19687 | .nr(16) |
| 19688 | .kr(4) |
| 19689 | .sr(1) |
| 19690 | .m(6) |
| 19691 | .n(16) |
| 19692 | .k(8) |
| 19693 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19694 | } |
| 19695 | |
| 19696 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16C4__NEONDOT, strided_cn) { |
| 19697 | TEST_REQUIRES_ARM_NEON_DOT; |
| 19698 | GemmMicrokernelTester() |
| 19699 | .mr(6) |
| 19700 | .nr(16) |
| 19701 | .kr(4) |
| 19702 | .sr(1) |
| 19703 | .m(6) |
| 19704 | .n(16) |
| 19705 | .k(8) |
| 19706 | .cn_stride(19) |
| 19707 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19708 | } |
| 19709 | |
| 19710 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16C4__NEONDOT, k_eq_8_subtile) { |
| 19711 | TEST_REQUIRES_ARM_NEON_DOT; |
| 19712 | for (uint32_t n = 1; n <= 16; n++) { |
| 19713 | for (uint32_t m = 1; m <= 6; m++) { |
| 19714 | GemmMicrokernelTester() |
| 19715 | .mr(6) |
| 19716 | .nr(16) |
| 19717 | .kr(4) |
| 19718 | .sr(1) |
| 19719 | .m(m) |
| 19720 | .n(n) |
| 19721 | .k(8) |
| 19722 | .iterations(1) |
| 19723 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19724 | } |
| 19725 | } |
| 19726 | } |
| 19727 | |
| 19728 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16C4__NEONDOT, k_eq_8_subtile_m) { |
| 19729 | TEST_REQUIRES_ARM_NEON_DOT; |
| 19730 | for (uint32_t m = 1; m <= 6; m++) { |
| 19731 | GemmMicrokernelTester() |
| 19732 | .mr(6) |
| 19733 | .nr(16) |
| 19734 | .kr(4) |
| 19735 | .sr(1) |
| 19736 | .m(m) |
| 19737 | .n(16) |
| 19738 | .k(8) |
| 19739 | .iterations(1) |
| 19740 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19741 | } |
| 19742 | } |
| 19743 | |
| 19744 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16C4__NEONDOT, k_eq_8_subtile_n) { |
| 19745 | TEST_REQUIRES_ARM_NEON_DOT; |
| 19746 | for (uint32_t n = 1; n <= 16; n++) { |
| 19747 | GemmMicrokernelTester() |
| 19748 | .mr(6) |
| 19749 | .nr(16) |
| 19750 | .kr(4) |
| 19751 | .sr(1) |
| 19752 | .m(6) |
| 19753 | .n(n) |
| 19754 | .k(8) |
| 19755 | .iterations(1) |
| 19756 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19757 | } |
| 19758 | } |
| 19759 | |
| 19760 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16C4__NEONDOT, k_lt_8) { |
| 19761 | TEST_REQUIRES_ARM_NEON_DOT; |
| 19762 | for (size_t k = 1; k < 8; k++) { |
| 19763 | GemmMicrokernelTester() |
| 19764 | .mr(6) |
| 19765 | .nr(16) |
| 19766 | .kr(4) |
| 19767 | .sr(1) |
| 19768 | .m(6) |
| 19769 | .n(16) |
| 19770 | .k(k) |
| 19771 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19772 | } |
| 19773 | } |
| 19774 | |
| 19775 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16C4__NEONDOT, k_lt_8_subtile) { |
| 19776 | TEST_REQUIRES_ARM_NEON_DOT; |
| 19777 | for (size_t k = 1; k < 8; k++) { |
| 19778 | for (uint32_t n = 1; n <= 16; n++) { |
| 19779 | for (uint32_t m = 1; m <= 6; m++) { |
| 19780 | GemmMicrokernelTester() |
| 19781 | .mr(6) |
| 19782 | .nr(16) |
| 19783 | .kr(4) |
| 19784 | .sr(1) |
| 19785 | .m(m) |
| 19786 | .n(n) |
| 19787 | .k(k) |
| 19788 | .iterations(1) |
| 19789 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19790 | } |
| 19791 | } |
| 19792 | } |
| 19793 | } |
| 19794 | |
| 19795 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16C4__NEONDOT, k_gt_8) { |
| 19796 | TEST_REQUIRES_ARM_NEON_DOT; |
| 19797 | for (size_t k = 9; k < 16; k++) { |
| 19798 | GemmMicrokernelTester() |
| 19799 | .mr(6) |
| 19800 | .nr(16) |
| 19801 | .kr(4) |
| 19802 | .sr(1) |
| 19803 | .m(6) |
| 19804 | .n(16) |
| 19805 | .k(k) |
| 19806 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19807 | } |
| 19808 | } |
| 19809 | |
| 19810 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16C4__NEONDOT, k_gt_8_subtile) { |
| 19811 | TEST_REQUIRES_ARM_NEON_DOT; |
| 19812 | for (size_t k = 9; k < 16; k++) { |
| 19813 | for (uint32_t n = 1; n <= 16; n++) { |
| 19814 | for (uint32_t m = 1; m <= 6; m++) { |
| 19815 | GemmMicrokernelTester() |
| 19816 | .mr(6) |
| 19817 | .nr(16) |
| 19818 | .kr(4) |
| 19819 | .sr(1) |
| 19820 | .m(m) |
| 19821 | .n(n) |
| 19822 | .k(k) |
| 19823 | .iterations(1) |
| 19824 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19825 | } |
| 19826 | } |
| 19827 | } |
| 19828 | } |
| 19829 | |
| 19830 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16C4__NEONDOT, k_div_8) { |
| 19831 | TEST_REQUIRES_ARM_NEON_DOT; |
| 19832 | for (size_t k = 16; k <= 80; k += 8) { |
| 19833 | GemmMicrokernelTester() |
| 19834 | .mr(6) |
| 19835 | .nr(16) |
| 19836 | .kr(4) |
| 19837 | .sr(1) |
| 19838 | .m(6) |
| 19839 | .n(16) |
| 19840 | .k(k) |
| 19841 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19842 | } |
| 19843 | } |
| 19844 | |
| 19845 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16C4__NEONDOT, k_div_8_subtile) { |
| 19846 | TEST_REQUIRES_ARM_NEON_DOT; |
| 19847 | for (size_t k = 16; k <= 80; k += 8) { |
| 19848 | for (uint32_t n = 1; n <= 16; n++) { |
| 19849 | for (uint32_t m = 1; m <= 6; m++) { |
| 19850 | GemmMicrokernelTester() |
| 19851 | .mr(6) |
| 19852 | .nr(16) |
| 19853 | .kr(4) |
| 19854 | .sr(1) |
| 19855 | .m(m) |
| 19856 | .n(n) |
| 19857 | .k(k) |
| 19858 | .iterations(1) |
| 19859 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19860 | } |
| 19861 | } |
| 19862 | } |
| 19863 | } |
| 19864 | |
| 19865 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16C4__NEONDOT, n_gt_16) { |
| 19866 | TEST_REQUIRES_ARM_NEON_DOT; |
| 19867 | for (uint32_t n = 17; n < 32; n++) { |
| 19868 | for (size_t k = 1; k <= 40; k += 9) { |
| 19869 | GemmMicrokernelTester() |
| 19870 | .mr(6) |
| 19871 | .nr(16) |
| 19872 | .kr(4) |
| 19873 | .sr(1) |
| 19874 | .m(6) |
| 19875 | .n(n) |
| 19876 | .k(k) |
| 19877 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19878 | } |
| 19879 | } |
| 19880 | } |
| 19881 | |
| 19882 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16C4__NEONDOT, n_gt_16_strided_cn) { |
| 19883 | TEST_REQUIRES_ARM_NEON_DOT; |
| 19884 | for (uint32_t n = 17; n < 32; n++) { |
| 19885 | for (size_t k = 1; k <= 40; k += 9) { |
| 19886 | GemmMicrokernelTester() |
| 19887 | .mr(6) |
| 19888 | .nr(16) |
| 19889 | .kr(4) |
| 19890 | .sr(1) |
| 19891 | .m(6) |
| 19892 | .n(n) |
| 19893 | .k(k) |
| 19894 | .cn_stride(19) |
| 19895 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19896 | } |
| 19897 | } |
| 19898 | } |
| 19899 | |
| 19900 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16C4__NEONDOT, n_gt_16_subtile) { |
| 19901 | TEST_REQUIRES_ARM_NEON_DOT; |
| 19902 | for (uint32_t n = 17; n < 32; n++) { |
| 19903 | for (size_t k = 1; k <= 40; k += 9) { |
| 19904 | for (uint32_t m = 1; m <= 6; m++) { |
| 19905 | GemmMicrokernelTester() |
| 19906 | .mr(6) |
| 19907 | .nr(16) |
| 19908 | .kr(4) |
| 19909 | .sr(1) |
| 19910 | .m(m) |
| 19911 | .n(n) |
| 19912 | .k(k) |
| 19913 | .iterations(1) |
| 19914 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19915 | } |
| 19916 | } |
| 19917 | } |
| 19918 | } |
| 19919 | |
| 19920 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16C4__NEONDOT, n_div_16) { |
| 19921 | TEST_REQUIRES_ARM_NEON_DOT; |
| 19922 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 19923 | for (size_t k = 1; k <= 40; k += 9) { |
| 19924 | GemmMicrokernelTester() |
| 19925 | .mr(6) |
| 19926 | .nr(16) |
| 19927 | .kr(4) |
| 19928 | .sr(1) |
| 19929 | .m(6) |
| 19930 | .n(n) |
| 19931 | .k(k) |
| 19932 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19933 | } |
| 19934 | } |
| 19935 | } |
| 19936 | |
| 19937 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16C4__NEONDOT, n_div_16_strided_cn) { |
| 19938 | TEST_REQUIRES_ARM_NEON_DOT; |
| 19939 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 19940 | for (size_t k = 1; k <= 40; k += 9) { |
| 19941 | GemmMicrokernelTester() |
| 19942 | .mr(6) |
| 19943 | .nr(16) |
| 19944 | .kr(4) |
| 19945 | .sr(1) |
| 19946 | .m(6) |
| 19947 | .n(n) |
| 19948 | .k(k) |
| 19949 | .cn_stride(19) |
| 19950 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19951 | } |
| 19952 | } |
| 19953 | } |
| 19954 | |
| 19955 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16C4__NEONDOT, n_div_16_subtile) { |
| 19956 | TEST_REQUIRES_ARM_NEON_DOT; |
| 19957 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 19958 | for (size_t k = 1; k <= 40; k += 9) { |
| 19959 | for (uint32_t m = 1; m <= 6; m++) { |
| 19960 | GemmMicrokernelTester() |
| 19961 | .mr(6) |
| 19962 | .nr(16) |
| 19963 | .kr(4) |
| 19964 | .sr(1) |
| 19965 | .m(m) |
| 19966 | .n(n) |
| 19967 | .k(k) |
| 19968 | .iterations(1) |
| 19969 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19970 | } |
| 19971 | } |
| 19972 | } |
| 19973 | } |
| 19974 | |
| 19975 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16C4__NEONDOT, small_kernel) { |
| 19976 | TEST_REQUIRES_ARM_NEON_DOT; |
| 19977 | for (size_t k = 1; k <= 40; k += 9) { |
| 19978 | GemmMicrokernelTester() |
| 19979 | .mr(6) |
| 19980 | .nr(16) |
| 19981 | .kr(4) |
| 19982 | .sr(1) |
| 19983 | .m(6) |
| 19984 | .n(16) |
| 19985 | .k(k) |
| 19986 | .ks(3) |
| 19987 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 19988 | } |
| 19989 | } |
| 19990 | |
| 19991 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16C4__NEONDOT, small_kernel_subtile) { |
| 19992 | TEST_REQUIRES_ARM_NEON_DOT; |
| 19993 | for (size_t k = 1; k <= 40; k += 9) { |
| 19994 | for (uint32_t n = 1; n <= 16; n++) { |
| 19995 | for (uint32_t m = 1; m <= 6; m++) { |
| 19996 | GemmMicrokernelTester() |
| 19997 | .mr(6) |
| 19998 | .nr(16) |
| 19999 | .kr(4) |
| 20000 | .sr(1) |
| 20001 | .m(m) |
| 20002 | .n(n) |
| 20003 | .k(k) |
| 20004 | .ks(3) |
| 20005 | .iterations(1) |
| 20006 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20007 | } |
| 20008 | } |
| 20009 | } |
| 20010 | } |
| 20011 | |
| 20012 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16C4__NEONDOT, n_gt_16_small_kernel) { |
| 20013 | TEST_REQUIRES_ARM_NEON_DOT; |
| 20014 | for (uint32_t n = 17; n < 32; n++) { |
| 20015 | for (size_t k = 1; k <= 40; k += 9) { |
| 20016 | GemmMicrokernelTester() |
| 20017 | .mr(6) |
| 20018 | .nr(16) |
| 20019 | .kr(4) |
| 20020 | .sr(1) |
| 20021 | .m(6) |
| 20022 | .n(n) |
| 20023 | .k(k) |
| 20024 | .ks(3) |
| 20025 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20026 | } |
| 20027 | } |
| 20028 | } |
| 20029 | |
| 20030 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16C4__NEONDOT, n_div_16_small_kernel) { |
| 20031 | TEST_REQUIRES_ARM_NEON_DOT; |
| 20032 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 20033 | for (size_t k = 1; k <= 40; k += 9) { |
| 20034 | GemmMicrokernelTester() |
| 20035 | .mr(6) |
| 20036 | .nr(16) |
| 20037 | .kr(4) |
| 20038 | .sr(1) |
| 20039 | .m(6) |
| 20040 | .n(n) |
| 20041 | .k(k) |
| 20042 | .ks(3) |
| 20043 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20044 | } |
| 20045 | } |
| 20046 | } |
| 20047 | |
| 20048 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16C4__NEONDOT, strided_cm_subtile) { |
| 20049 | TEST_REQUIRES_ARM_NEON_DOT; |
| 20050 | for (size_t k = 1; k <= 40; k += 9) { |
| 20051 | for (uint32_t n = 1; n <= 16; n++) { |
| 20052 | for (uint32_t m = 1; m <= 6; m++) { |
| 20053 | GemmMicrokernelTester() |
| 20054 | .mr(6) |
| 20055 | .nr(16) |
| 20056 | .kr(4) |
| 20057 | .sr(1) |
| 20058 | .m(m) |
| 20059 | .n(n) |
| 20060 | .k(k) |
| 20061 | .cm_stride(19) |
| 20062 | .iterations(1) |
| 20063 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20064 | } |
| 20065 | } |
| 20066 | } |
| 20067 | } |
| 20068 | |
| 20069 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16C4__NEONDOT, a_offset) { |
| 20070 | TEST_REQUIRES_ARM_NEON_DOT; |
| 20071 | for (size_t k = 1; k <= 40; k += 9) { |
| 20072 | GemmMicrokernelTester() |
| 20073 | .mr(6) |
| 20074 | .nr(16) |
| 20075 | .kr(4) |
| 20076 | .sr(1) |
| 20077 | .m(6) |
| 20078 | .n(16) |
| 20079 | .k(k) |
| 20080 | .ks(3) |
| 20081 | .a_offset(251) |
| 20082 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20083 | } |
| 20084 | } |
| 20085 | |
| 20086 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16C4__NEONDOT, zero) { |
| 20087 | TEST_REQUIRES_ARM_NEON_DOT; |
| 20088 | for (size_t k = 1; k <= 40; k += 9) { |
| 20089 | for (uint32_t mz = 0; mz < 6; mz++) { |
| 20090 | GemmMicrokernelTester() |
| 20091 | .mr(6) |
| 20092 | .nr(16) |
| 20093 | .kr(4) |
| 20094 | .sr(1) |
| 20095 | .m(6) |
| 20096 | .n(16) |
| 20097 | .k(k) |
| 20098 | .ks(3) |
| 20099 | .a_offset(251) |
| 20100 | .zero_index(mz) |
| 20101 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20102 | } |
| 20103 | } |
| 20104 | } |
| 20105 | |
| 20106 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16C4__NEONDOT, qmin) { |
| 20107 | TEST_REQUIRES_ARM_NEON_DOT; |
| 20108 | GemmMicrokernelTester() |
| 20109 | .mr(6) |
| 20110 | .nr(16) |
| 20111 | .kr(4) |
| 20112 | .sr(1) |
| 20113 | .m(6) |
| 20114 | .n(16) |
| 20115 | .k(8) |
| 20116 | .qmin(128) |
| 20117 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20118 | } |
| 20119 | |
| 20120 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16C4__NEONDOT, qmax) { |
| 20121 | TEST_REQUIRES_ARM_NEON_DOT; |
| 20122 | GemmMicrokernelTester() |
| 20123 | .mr(6) |
| 20124 | .nr(16) |
| 20125 | .kr(4) |
| 20126 | .sr(1) |
| 20127 | .m(6) |
| 20128 | .n(16) |
| 20129 | .k(8) |
| 20130 | .qmax(128) |
| 20131 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20132 | } |
| 20133 | |
| 20134 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16C4__NEONDOT, strided_cm) { |
| 20135 | TEST_REQUIRES_ARM_NEON_DOT; |
| 20136 | GemmMicrokernelTester() |
| 20137 | .mr(6) |
| 20138 | .nr(16) |
| 20139 | .kr(4) |
| 20140 | .sr(1) |
| 20141 | .m(6) |
| 20142 | .n(16) |
| 20143 | .k(8) |
| 20144 | .cm_stride(19) |
| 20145 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20146 | } |
| 20147 | #endif // XNN_ARCH_ARM && !XNN_PLATFORM_IOS || XNN_ARCH_ARM64 |
| 20148 | |
| 20149 | |
| 20150 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 20151 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, k_eq_8) { |
| 20152 | TEST_REQUIRES_ARM_NEON; |
| 20153 | GemmMicrokernelTester() |
| 20154 | .mr(6) |
| 20155 | .nr(8) |
| 20156 | .kr(1) |
| 20157 | .sr(1) |
| 20158 | .m(6) |
| 20159 | .n(8) |
| 20160 | .k(8) |
| 20161 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20162 | } |
| 20163 | |
| 20164 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, strided_cn) { |
| 20165 | TEST_REQUIRES_ARM_NEON; |
| 20166 | GemmMicrokernelTester() |
| 20167 | .mr(6) |
| 20168 | .nr(8) |
| 20169 | .kr(1) |
| 20170 | .sr(1) |
| 20171 | .m(6) |
| 20172 | .n(8) |
| 20173 | .k(8) |
| 20174 | .cn_stride(11) |
| 20175 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20176 | } |
| 20177 | |
| 20178 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, k_eq_8_subtile) { |
| 20179 | TEST_REQUIRES_ARM_NEON; |
| 20180 | for (uint32_t n = 1; n <= 8; n++) { |
| 20181 | for (uint32_t m = 1; m <= 6; m++) { |
| 20182 | GemmMicrokernelTester() |
| 20183 | .mr(6) |
| 20184 | .nr(8) |
| 20185 | .kr(1) |
| 20186 | .sr(1) |
| 20187 | .m(m) |
| 20188 | .n(n) |
| 20189 | .k(8) |
| 20190 | .iterations(1) |
| 20191 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20192 | } |
| 20193 | } |
| 20194 | } |
| 20195 | |
| 20196 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, k_eq_8_subtile_m) { |
| 20197 | TEST_REQUIRES_ARM_NEON; |
| 20198 | for (uint32_t m = 1; m <= 6; m++) { |
| 20199 | GemmMicrokernelTester() |
| 20200 | .mr(6) |
| 20201 | .nr(8) |
| 20202 | .kr(1) |
| 20203 | .sr(1) |
| 20204 | .m(m) |
| 20205 | .n(8) |
| 20206 | .k(8) |
| 20207 | .iterations(1) |
| 20208 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20209 | } |
| 20210 | } |
| 20211 | |
| 20212 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, k_eq_8_subtile_n) { |
| 20213 | TEST_REQUIRES_ARM_NEON; |
| 20214 | for (uint32_t n = 1; n <= 8; n++) { |
| 20215 | GemmMicrokernelTester() |
| 20216 | .mr(6) |
| 20217 | .nr(8) |
| 20218 | .kr(1) |
| 20219 | .sr(1) |
| 20220 | .m(6) |
| 20221 | .n(n) |
| 20222 | .k(8) |
| 20223 | .iterations(1) |
| 20224 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20225 | } |
| 20226 | } |
| 20227 | |
| 20228 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, k_lt_8) { |
| 20229 | TEST_REQUIRES_ARM_NEON; |
| 20230 | for (size_t k = 1; k < 8; k++) { |
| 20231 | GemmMicrokernelTester() |
| 20232 | .mr(6) |
| 20233 | .nr(8) |
| 20234 | .kr(1) |
| 20235 | .sr(1) |
| 20236 | .m(6) |
| 20237 | .n(8) |
| 20238 | .k(k) |
| 20239 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20240 | } |
| 20241 | } |
| 20242 | |
| 20243 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, k_lt_8_subtile) { |
| 20244 | TEST_REQUIRES_ARM_NEON; |
| 20245 | for (size_t k = 1; k < 8; k++) { |
| 20246 | for (uint32_t n = 1; n <= 8; n++) { |
| 20247 | for (uint32_t m = 1; m <= 6; m++) { |
| 20248 | GemmMicrokernelTester() |
| 20249 | .mr(6) |
| 20250 | .nr(8) |
| 20251 | .kr(1) |
| 20252 | .sr(1) |
| 20253 | .m(m) |
| 20254 | .n(n) |
| 20255 | .k(k) |
| 20256 | .iterations(1) |
| 20257 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20258 | } |
| 20259 | } |
| 20260 | } |
| 20261 | } |
| 20262 | |
| 20263 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, k_gt_8) { |
| 20264 | TEST_REQUIRES_ARM_NEON; |
| 20265 | for (size_t k = 9; k < 16; k++) { |
| 20266 | GemmMicrokernelTester() |
| 20267 | .mr(6) |
| 20268 | .nr(8) |
| 20269 | .kr(1) |
| 20270 | .sr(1) |
| 20271 | .m(6) |
| 20272 | .n(8) |
| 20273 | .k(k) |
| 20274 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20275 | } |
| 20276 | } |
| 20277 | |
| 20278 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, k_gt_8_subtile) { |
| 20279 | TEST_REQUIRES_ARM_NEON; |
| 20280 | for (size_t k = 9; k < 16; k++) { |
| 20281 | for (uint32_t n = 1; n <= 8; n++) { |
| 20282 | for (uint32_t m = 1; m <= 6; m++) { |
| 20283 | GemmMicrokernelTester() |
| 20284 | .mr(6) |
| 20285 | .nr(8) |
| 20286 | .kr(1) |
| 20287 | .sr(1) |
| 20288 | .m(m) |
| 20289 | .n(n) |
| 20290 | .k(k) |
| 20291 | .iterations(1) |
| 20292 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20293 | } |
| 20294 | } |
| 20295 | } |
| 20296 | } |
| 20297 | |
| 20298 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, k_div_8) { |
| 20299 | TEST_REQUIRES_ARM_NEON; |
| 20300 | for (size_t k = 16; k <= 80; k += 8) { |
| 20301 | GemmMicrokernelTester() |
| 20302 | .mr(6) |
| 20303 | .nr(8) |
| 20304 | .kr(1) |
| 20305 | .sr(1) |
| 20306 | .m(6) |
| 20307 | .n(8) |
| 20308 | .k(k) |
| 20309 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20310 | } |
| 20311 | } |
| 20312 | |
| 20313 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, k_div_8_subtile) { |
| 20314 | TEST_REQUIRES_ARM_NEON; |
| 20315 | for (size_t k = 16; k <= 80; k += 8) { |
| 20316 | for (uint32_t n = 1; n <= 8; n++) { |
| 20317 | for (uint32_t m = 1; m <= 6; m++) { |
| 20318 | GemmMicrokernelTester() |
| 20319 | .mr(6) |
| 20320 | .nr(8) |
| 20321 | .kr(1) |
| 20322 | .sr(1) |
| 20323 | .m(m) |
| 20324 | .n(n) |
| 20325 | .k(k) |
| 20326 | .iterations(1) |
| 20327 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20328 | } |
| 20329 | } |
| 20330 | } |
| 20331 | } |
| 20332 | |
| 20333 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, n_gt_8) { |
| 20334 | TEST_REQUIRES_ARM_NEON; |
| 20335 | for (uint32_t n = 9; n < 16; n++) { |
| 20336 | for (size_t k = 1; k <= 40; k += 9) { |
| 20337 | GemmMicrokernelTester() |
| 20338 | .mr(6) |
| 20339 | .nr(8) |
| 20340 | .kr(1) |
| 20341 | .sr(1) |
| 20342 | .m(6) |
| 20343 | .n(n) |
| 20344 | .k(k) |
| 20345 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20346 | } |
| 20347 | } |
| 20348 | } |
| 20349 | |
| 20350 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, n_gt_8_strided_cn) { |
| 20351 | TEST_REQUIRES_ARM_NEON; |
| 20352 | for (uint32_t n = 9; n < 16; n++) { |
| 20353 | for (size_t k = 1; k <= 40; k += 9) { |
| 20354 | GemmMicrokernelTester() |
| 20355 | .mr(6) |
| 20356 | .nr(8) |
| 20357 | .kr(1) |
| 20358 | .sr(1) |
| 20359 | .m(6) |
| 20360 | .n(n) |
| 20361 | .k(k) |
| 20362 | .cn_stride(11) |
| 20363 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20364 | } |
| 20365 | } |
| 20366 | } |
| 20367 | |
| 20368 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, n_gt_8_subtile) { |
| 20369 | TEST_REQUIRES_ARM_NEON; |
| 20370 | for (uint32_t n = 9; n < 16; n++) { |
| 20371 | for (size_t k = 1; k <= 40; k += 9) { |
| 20372 | for (uint32_t m = 1; m <= 6; m++) { |
| 20373 | GemmMicrokernelTester() |
| 20374 | .mr(6) |
| 20375 | .nr(8) |
| 20376 | .kr(1) |
| 20377 | .sr(1) |
| 20378 | .m(m) |
| 20379 | .n(n) |
| 20380 | .k(k) |
| 20381 | .iterations(1) |
| 20382 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20383 | } |
| 20384 | } |
| 20385 | } |
| 20386 | } |
| 20387 | |
| 20388 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, n_div_8) { |
| 20389 | TEST_REQUIRES_ARM_NEON; |
| 20390 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 20391 | for (size_t k = 1; k <= 40; k += 9) { |
| 20392 | GemmMicrokernelTester() |
| 20393 | .mr(6) |
| 20394 | .nr(8) |
| 20395 | .kr(1) |
| 20396 | .sr(1) |
| 20397 | .m(6) |
| 20398 | .n(n) |
| 20399 | .k(k) |
| 20400 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20401 | } |
| 20402 | } |
| 20403 | } |
| 20404 | |
| 20405 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, n_div_8_strided_cn) { |
| 20406 | TEST_REQUIRES_ARM_NEON; |
| 20407 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 20408 | for (size_t k = 1; k <= 40; k += 9) { |
| 20409 | GemmMicrokernelTester() |
| 20410 | .mr(6) |
| 20411 | .nr(8) |
| 20412 | .kr(1) |
| 20413 | .sr(1) |
| 20414 | .m(6) |
| 20415 | .n(n) |
| 20416 | .k(k) |
| 20417 | .cn_stride(11) |
| 20418 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20419 | } |
| 20420 | } |
| 20421 | } |
| 20422 | |
| 20423 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, n_div_8_subtile) { |
| 20424 | TEST_REQUIRES_ARM_NEON; |
| 20425 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 20426 | for (size_t k = 1; k <= 40; k += 9) { |
| 20427 | for (uint32_t m = 1; m <= 6; m++) { |
| 20428 | GemmMicrokernelTester() |
| 20429 | .mr(6) |
| 20430 | .nr(8) |
| 20431 | .kr(1) |
| 20432 | .sr(1) |
| 20433 | .m(m) |
| 20434 | .n(n) |
| 20435 | .k(k) |
| 20436 | .iterations(1) |
| 20437 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20438 | } |
| 20439 | } |
| 20440 | } |
| 20441 | } |
| 20442 | |
| 20443 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, small_kernel) { |
| 20444 | TEST_REQUIRES_ARM_NEON; |
| 20445 | for (size_t k = 1; k <= 40; k += 9) { |
| 20446 | GemmMicrokernelTester() |
| 20447 | .mr(6) |
| 20448 | .nr(8) |
| 20449 | .kr(1) |
| 20450 | .sr(1) |
| 20451 | .m(6) |
| 20452 | .n(8) |
| 20453 | .k(k) |
| 20454 | .ks(3) |
| 20455 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20456 | } |
| 20457 | } |
| 20458 | |
| 20459 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, small_kernel_subtile) { |
| 20460 | TEST_REQUIRES_ARM_NEON; |
| 20461 | for (size_t k = 1; k <= 40; k += 9) { |
| 20462 | for (uint32_t n = 1; n <= 8; n++) { |
| 20463 | for (uint32_t m = 1; m <= 6; m++) { |
| 20464 | GemmMicrokernelTester() |
| 20465 | .mr(6) |
| 20466 | .nr(8) |
| 20467 | .kr(1) |
| 20468 | .sr(1) |
| 20469 | .m(m) |
| 20470 | .n(n) |
| 20471 | .k(k) |
| 20472 | .ks(3) |
| 20473 | .iterations(1) |
| 20474 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20475 | } |
| 20476 | } |
| 20477 | } |
| 20478 | } |
| 20479 | |
| 20480 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, n_gt_8_small_kernel) { |
| 20481 | TEST_REQUIRES_ARM_NEON; |
| 20482 | for (uint32_t n = 9; n < 16; n++) { |
| 20483 | for (size_t k = 1; k <= 40; k += 9) { |
| 20484 | GemmMicrokernelTester() |
| 20485 | .mr(6) |
| 20486 | .nr(8) |
| 20487 | .kr(1) |
| 20488 | .sr(1) |
| 20489 | .m(6) |
| 20490 | .n(n) |
| 20491 | .k(k) |
| 20492 | .ks(3) |
| 20493 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20494 | } |
| 20495 | } |
| 20496 | } |
| 20497 | |
| 20498 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, n_div_8_small_kernel) { |
| 20499 | TEST_REQUIRES_ARM_NEON; |
| 20500 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 20501 | for (size_t k = 1; k <= 40; k += 9) { |
| 20502 | GemmMicrokernelTester() |
| 20503 | .mr(6) |
| 20504 | .nr(8) |
| 20505 | .kr(1) |
| 20506 | .sr(1) |
| 20507 | .m(6) |
| 20508 | .n(n) |
| 20509 | .k(k) |
| 20510 | .ks(3) |
| 20511 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20512 | } |
| 20513 | } |
| 20514 | } |
| 20515 | |
| 20516 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, strided_cm_subtile) { |
| 20517 | TEST_REQUIRES_ARM_NEON; |
| 20518 | for (size_t k = 1; k <= 40; k += 9) { |
| 20519 | for (uint32_t n = 1; n <= 8; n++) { |
| 20520 | for (uint32_t m = 1; m <= 6; m++) { |
| 20521 | GemmMicrokernelTester() |
| 20522 | .mr(6) |
| 20523 | .nr(8) |
| 20524 | .kr(1) |
| 20525 | .sr(1) |
| 20526 | .m(m) |
| 20527 | .n(n) |
| 20528 | .k(k) |
| 20529 | .cm_stride(11) |
| 20530 | .iterations(1) |
| 20531 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20532 | } |
| 20533 | } |
| 20534 | } |
| 20535 | } |
| 20536 | |
| 20537 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, a_offset) { |
| 20538 | TEST_REQUIRES_ARM_NEON; |
| 20539 | for (size_t k = 1; k <= 40; k += 9) { |
| 20540 | GemmMicrokernelTester() |
| 20541 | .mr(6) |
| 20542 | .nr(8) |
| 20543 | .kr(1) |
| 20544 | .sr(1) |
| 20545 | .m(6) |
| 20546 | .n(8) |
| 20547 | .k(k) |
| 20548 | .ks(3) |
| 20549 | .a_offset(251) |
| 20550 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20551 | } |
| 20552 | } |
| 20553 | |
| 20554 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, zero) { |
| 20555 | TEST_REQUIRES_ARM_NEON; |
| 20556 | for (size_t k = 1; k <= 40; k += 9) { |
| 20557 | for (uint32_t mz = 0; mz < 6; mz++) { |
| 20558 | GemmMicrokernelTester() |
| 20559 | .mr(6) |
| 20560 | .nr(8) |
| 20561 | .kr(1) |
| 20562 | .sr(1) |
| 20563 | .m(6) |
| 20564 | .n(8) |
| 20565 | .k(k) |
| 20566 | .ks(3) |
| 20567 | .a_offset(251) |
| 20568 | .zero_index(mz) |
| 20569 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20570 | } |
| 20571 | } |
| 20572 | } |
| 20573 | |
| 20574 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, qmin) { |
| 20575 | TEST_REQUIRES_ARM_NEON; |
| 20576 | GemmMicrokernelTester() |
| 20577 | .mr(6) |
| 20578 | .nr(8) |
| 20579 | .kr(1) |
| 20580 | .sr(1) |
| 20581 | .m(6) |
| 20582 | .n(8) |
| 20583 | .k(8) |
| 20584 | .qmin(128) |
| 20585 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20586 | } |
| 20587 | |
| 20588 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, qmax) { |
| 20589 | TEST_REQUIRES_ARM_NEON; |
| 20590 | GemmMicrokernelTester() |
| 20591 | .mr(6) |
| 20592 | .nr(8) |
| 20593 | .kr(1) |
| 20594 | .sr(1) |
| 20595 | .m(6) |
| 20596 | .n(8) |
| 20597 | .k(8) |
| 20598 | .qmax(128) |
| 20599 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20600 | } |
| 20601 | |
| 20602 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, strided_cm) { |
| 20603 | TEST_REQUIRES_ARM_NEON; |
| 20604 | GemmMicrokernelTester() |
| 20605 | .mr(6) |
| 20606 | .nr(8) |
| 20607 | .kr(1) |
| 20608 | .sr(1) |
| 20609 | .m(6) |
| 20610 | .n(8) |
| 20611 | .k(8) |
| 20612 | .cm_stride(11) |
| 20613 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20614 | } |
| 20615 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 20616 | |
| 20617 | |
| 20618 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 20619 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__NEON_MLAL_LANE, k_eq_8) { |
| 20620 | TEST_REQUIRES_ARM_NEON; |
| 20621 | GemmMicrokernelTester() |
| 20622 | .mr(4) |
| 20623 | .nr(16) |
| 20624 | .kr(1) |
| 20625 | .sr(1) |
| 20626 | .m(4) |
| 20627 | .n(16) |
| 20628 | .k(8) |
| 20629 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20630 | } |
| 20631 | |
| 20632 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__NEON_MLAL_LANE, strided_cn) { |
| 20633 | TEST_REQUIRES_ARM_NEON; |
| 20634 | GemmMicrokernelTester() |
| 20635 | .mr(4) |
| 20636 | .nr(16) |
| 20637 | .kr(1) |
| 20638 | .sr(1) |
| 20639 | .m(4) |
| 20640 | .n(16) |
| 20641 | .k(8) |
| 20642 | .cn_stride(19) |
| 20643 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20644 | } |
| 20645 | |
| 20646 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__NEON_MLAL_LANE, k_eq_8_subtile) { |
| 20647 | TEST_REQUIRES_ARM_NEON; |
| 20648 | for (uint32_t n = 1; n <= 16; n++) { |
| 20649 | for (uint32_t m = 1; m <= 4; m++) { |
| 20650 | GemmMicrokernelTester() |
| 20651 | .mr(4) |
| 20652 | .nr(16) |
| 20653 | .kr(1) |
| 20654 | .sr(1) |
| 20655 | .m(m) |
| 20656 | .n(n) |
| 20657 | .k(8) |
| 20658 | .iterations(1) |
| 20659 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20660 | } |
| 20661 | } |
| 20662 | } |
| 20663 | |
| 20664 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__NEON_MLAL_LANE, k_eq_8_subtile_m) { |
| 20665 | TEST_REQUIRES_ARM_NEON; |
| 20666 | for (uint32_t m = 1; m <= 4; m++) { |
| 20667 | GemmMicrokernelTester() |
| 20668 | .mr(4) |
| 20669 | .nr(16) |
| 20670 | .kr(1) |
| 20671 | .sr(1) |
| 20672 | .m(m) |
| 20673 | .n(16) |
| 20674 | .k(8) |
| 20675 | .iterations(1) |
| 20676 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20677 | } |
| 20678 | } |
| 20679 | |
| 20680 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__NEON_MLAL_LANE, k_eq_8_subtile_n) { |
| 20681 | TEST_REQUIRES_ARM_NEON; |
| 20682 | for (uint32_t n = 1; n <= 16; n++) { |
| 20683 | GemmMicrokernelTester() |
| 20684 | .mr(4) |
| 20685 | .nr(16) |
| 20686 | .kr(1) |
| 20687 | .sr(1) |
| 20688 | .m(4) |
| 20689 | .n(n) |
| 20690 | .k(8) |
| 20691 | .iterations(1) |
| 20692 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20693 | } |
| 20694 | } |
| 20695 | |
| 20696 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__NEON_MLAL_LANE, k_lt_8) { |
| 20697 | TEST_REQUIRES_ARM_NEON; |
| 20698 | for (size_t k = 1; k < 8; k++) { |
| 20699 | GemmMicrokernelTester() |
| 20700 | .mr(4) |
| 20701 | .nr(16) |
| 20702 | .kr(1) |
| 20703 | .sr(1) |
| 20704 | .m(4) |
| 20705 | .n(16) |
| 20706 | .k(k) |
| 20707 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20708 | } |
| 20709 | } |
| 20710 | |
| 20711 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__NEON_MLAL_LANE, k_lt_8_subtile) { |
| 20712 | TEST_REQUIRES_ARM_NEON; |
| 20713 | for (size_t k = 1; k < 8; k++) { |
| 20714 | for (uint32_t n = 1; n <= 16; n++) { |
| 20715 | for (uint32_t m = 1; m <= 4; m++) { |
| 20716 | GemmMicrokernelTester() |
| 20717 | .mr(4) |
| 20718 | .nr(16) |
| 20719 | .kr(1) |
| 20720 | .sr(1) |
| 20721 | .m(m) |
| 20722 | .n(n) |
| 20723 | .k(k) |
| 20724 | .iterations(1) |
| 20725 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20726 | } |
| 20727 | } |
| 20728 | } |
| 20729 | } |
| 20730 | |
| 20731 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__NEON_MLAL_LANE, k_gt_8) { |
| 20732 | TEST_REQUIRES_ARM_NEON; |
| 20733 | for (size_t k = 9; k < 16; k++) { |
| 20734 | GemmMicrokernelTester() |
| 20735 | .mr(4) |
| 20736 | .nr(16) |
| 20737 | .kr(1) |
| 20738 | .sr(1) |
| 20739 | .m(4) |
| 20740 | .n(16) |
| 20741 | .k(k) |
| 20742 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20743 | } |
| 20744 | } |
| 20745 | |
| 20746 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__NEON_MLAL_LANE, k_gt_8_subtile) { |
| 20747 | TEST_REQUIRES_ARM_NEON; |
| 20748 | for (size_t k = 9; k < 16; k++) { |
| 20749 | for (uint32_t n = 1; n <= 16; n++) { |
| 20750 | for (uint32_t m = 1; m <= 4; m++) { |
| 20751 | GemmMicrokernelTester() |
| 20752 | .mr(4) |
| 20753 | .nr(16) |
| 20754 | .kr(1) |
| 20755 | .sr(1) |
| 20756 | .m(m) |
| 20757 | .n(n) |
| 20758 | .k(k) |
| 20759 | .iterations(1) |
| 20760 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20761 | } |
| 20762 | } |
| 20763 | } |
| 20764 | } |
| 20765 | |
| 20766 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__NEON_MLAL_LANE, k_div_8) { |
| 20767 | TEST_REQUIRES_ARM_NEON; |
| 20768 | for (size_t k = 16; k <= 80; k += 8) { |
| 20769 | GemmMicrokernelTester() |
| 20770 | .mr(4) |
| 20771 | .nr(16) |
| 20772 | .kr(1) |
| 20773 | .sr(1) |
| 20774 | .m(4) |
| 20775 | .n(16) |
| 20776 | .k(k) |
| 20777 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20778 | } |
| 20779 | } |
| 20780 | |
| 20781 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__NEON_MLAL_LANE, k_div_8_subtile) { |
| 20782 | TEST_REQUIRES_ARM_NEON; |
| 20783 | for (size_t k = 16; k <= 80; k += 8) { |
| 20784 | for (uint32_t n = 1; n <= 16; n++) { |
| 20785 | for (uint32_t m = 1; m <= 4; m++) { |
| 20786 | GemmMicrokernelTester() |
| 20787 | .mr(4) |
| 20788 | .nr(16) |
| 20789 | .kr(1) |
| 20790 | .sr(1) |
| 20791 | .m(m) |
| 20792 | .n(n) |
| 20793 | .k(k) |
| 20794 | .iterations(1) |
| 20795 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20796 | } |
| 20797 | } |
| 20798 | } |
| 20799 | } |
| 20800 | |
| 20801 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__NEON_MLAL_LANE, n_gt_16) { |
| 20802 | TEST_REQUIRES_ARM_NEON; |
| 20803 | for (uint32_t n = 17; n < 32; n++) { |
| 20804 | for (size_t k = 1; k <= 40; k += 9) { |
| 20805 | GemmMicrokernelTester() |
| 20806 | .mr(4) |
| 20807 | .nr(16) |
| 20808 | .kr(1) |
| 20809 | .sr(1) |
| 20810 | .m(4) |
| 20811 | .n(n) |
| 20812 | .k(k) |
| 20813 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20814 | } |
| 20815 | } |
| 20816 | } |
| 20817 | |
| 20818 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__NEON_MLAL_LANE, n_gt_16_strided_cn) { |
| 20819 | TEST_REQUIRES_ARM_NEON; |
| 20820 | for (uint32_t n = 17; n < 32; n++) { |
| 20821 | for (size_t k = 1; k <= 40; k += 9) { |
| 20822 | GemmMicrokernelTester() |
| 20823 | .mr(4) |
| 20824 | .nr(16) |
| 20825 | .kr(1) |
| 20826 | .sr(1) |
| 20827 | .m(4) |
| 20828 | .n(n) |
| 20829 | .k(k) |
| 20830 | .cn_stride(19) |
| 20831 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20832 | } |
| 20833 | } |
| 20834 | } |
| 20835 | |
| 20836 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__NEON_MLAL_LANE, n_gt_16_subtile) { |
| 20837 | TEST_REQUIRES_ARM_NEON; |
| 20838 | for (uint32_t n = 17; n < 32; n++) { |
| 20839 | for (size_t k = 1; k <= 40; k += 9) { |
| 20840 | for (uint32_t m = 1; m <= 4; m++) { |
| 20841 | GemmMicrokernelTester() |
| 20842 | .mr(4) |
| 20843 | .nr(16) |
| 20844 | .kr(1) |
| 20845 | .sr(1) |
| 20846 | .m(m) |
| 20847 | .n(n) |
| 20848 | .k(k) |
| 20849 | .iterations(1) |
| 20850 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20851 | } |
| 20852 | } |
| 20853 | } |
| 20854 | } |
| 20855 | |
| 20856 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__NEON_MLAL_LANE, n_div_16) { |
| 20857 | TEST_REQUIRES_ARM_NEON; |
| 20858 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 20859 | for (size_t k = 1; k <= 40; k += 9) { |
| 20860 | GemmMicrokernelTester() |
| 20861 | .mr(4) |
| 20862 | .nr(16) |
| 20863 | .kr(1) |
| 20864 | .sr(1) |
| 20865 | .m(4) |
| 20866 | .n(n) |
| 20867 | .k(k) |
| 20868 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20869 | } |
| 20870 | } |
| 20871 | } |
| 20872 | |
| 20873 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__NEON_MLAL_LANE, n_div_16_strided_cn) { |
| 20874 | TEST_REQUIRES_ARM_NEON; |
| 20875 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 20876 | for (size_t k = 1; k <= 40; k += 9) { |
| 20877 | GemmMicrokernelTester() |
| 20878 | .mr(4) |
| 20879 | .nr(16) |
| 20880 | .kr(1) |
| 20881 | .sr(1) |
| 20882 | .m(4) |
| 20883 | .n(n) |
| 20884 | .k(k) |
| 20885 | .cn_stride(19) |
| 20886 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20887 | } |
| 20888 | } |
| 20889 | } |
| 20890 | |
| 20891 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__NEON_MLAL_LANE, n_div_16_subtile) { |
| 20892 | TEST_REQUIRES_ARM_NEON; |
| 20893 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 20894 | for (size_t k = 1; k <= 40; k += 9) { |
| 20895 | for (uint32_t m = 1; m <= 4; m++) { |
| 20896 | GemmMicrokernelTester() |
| 20897 | .mr(4) |
| 20898 | .nr(16) |
| 20899 | .kr(1) |
| 20900 | .sr(1) |
| 20901 | .m(m) |
| 20902 | .n(n) |
| 20903 | .k(k) |
| 20904 | .iterations(1) |
| 20905 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20906 | } |
| 20907 | } |
| 20908 | } |
| 20909 | } |
| 20910 | |
| 20911 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__NEON_MLAL_LANE, small_kernel) { |
| 20912 | TEST_REQUIRES_ARM_NEON; |
| 20913 | for (size_t k = 1; k <= 40; k += 9) { |
| 20914 | GemmMicrokernelTester() |
| 20915 | .mr(4) |
| 20916 | .nr(16) |
| 20917 | .kr(1) |
| 20918 | .sr(1) |
| 20919 | .m(4) |
| 20920 | .n(16) |
| 20921 | .k(k) |
| 20922 | .ks(3) |
| 20923 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20924 | } |
| 20925 | } |
| 20926 | |
| 20927 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__NEON_MLAL_LANE, small_kernel_subtile) { |
| 20928 | TEST_REQUIRES_ARM_NEON; |
| 20929 | for (size_t k = 1; k <= 40; k += 9) { |
| 20930 | for (uint32_t n = 1; n <= 16; n++) { |
| 20931 | for (uint32_t m = 1; m <= 4; m++) { |
| 20932 | GemmMicrokernelTester() |
| 20933 | .mr(4) |
| 20934 | .nr(16) |
| 20935 | .kr(1) |
| 20936 | .sr(1) |
| 20937 | .m(m) |
| 20938 | .n(n) |
| 20939 | .k(k) |
| 20940 | .ks(3) |
| 20941 | .iterations(1) |
| 20942 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20943 | } |
| 20944 | } |
| 20945 | } |
| 20946 | } |
| 20947 | |
| 20948 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__NEON_MLAL_LANE, n_gt_16_small_kernel) { |
| 20949 | TEST_REQUIRES_ARM_NEON; |
| 20950 | for (uint32_t n = 17; n < 32; n++) { |
| 20951 | for (size_t k = 1; k <= 40; k += 9) { |
| 20952 | GemmMicrokernelTester() |
| 20953 | .mr(4) |
| 20954 | .nr(16) |
| 20955 | .kr(1) |
| 20956 | .sr(1) |
| 20957 | .m(4) |
| 20958 | .n(n) |
| 20959 | .k(k) |
| 20960 | .ks(3) |
| 20961 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20962 | } |
| 20963 | } |
| 20964 | } |
| 20965 | |
| 20966 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__NEON_MLAL_LANE, n_div_16_small_kernel) { |
| 20967 | TEST_REQUIRES_ARM_NEON; |
| 20968 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 20969 | for (size_t k = 1; k <= 40; k += 9) { |
| 20970 | GemmMicrokernelTester() |
| 20971 | .mr(4) |
| 20972 | .nr(16) |
| 20973 | .kr(1) |
| 20974 | .sr(1) |
| 20975 | .m(4) |
| 20976 | .n(n) |
| 20977 | .k(k) |
| 20978 | .ks(3) |
| 20979 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 20980 | } |
| 20981 | } |
| 20982 | } |
| 20983 | |
| 20984 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__NEON_MLAL_LANE, strided_cm_subtile) { |
| 20985 | TEST_REQUIRES_ARM_NEON; |
| 20986 | for (size_t k = 1; k <= 40; k += 9) { |
| 20987 | for (uint32_t n = 1; n <= 16; n++) { |
| 20988 | for (uint32_t m = 1; m <= 4; m++) { |
| 20989 | GemmMicrokernelTester() |
| 20990 | .mr(4) |
| 20991 | .nr(16) |
| 20992 | .kr(1) |
| 20993 | .sr(1) |
| 20994 | .m(m) |
| 20995 | .n(n) |
| 20996 | .k(k) |
| 20997 | .cm_stride(19) |
| 20998 | .iterations(1) |
| 20999 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21000 | } |
| 21001 | } |
| 21002 | } |
| 21003 | } |
| 21004 | |
| 21005 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__NEON_MLAL_LANE, a_offset) { |
| 21006 | TEST_REQUIRES_ARM_NEON; |
| 21007 | for (size_t k = 1; k <= 40; k += 9) { |
| 21008 | GemmMicrokernelTester() |
| 21009 | .mr(4) |
| 21010 | .nr(16) |
| 21011 | .kr(1) |
| 21012 | .sr(1) |
| 21013 | .m(4) |
| 21014 | .n(16) |
| 21015 | .k(k) |
| 21016 | .ks(3) |
| 21017 | .a_offset(163) |
| 21018 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21019 | } |
| 21020 | } |
| 21021 | |
| 21022 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__NEON_MLAL_LANE, zero) { |
| 21023 | TEST_REQUIRES_ARM_NEON; |
| 21024 | for (size_t k = 1; k <= 40; k += 9) { |
| 21025 | for (uint32_t mz = 0; mz < 4; mz++) { |
| 21026 | GemmMicrokernelTester() |
| 21027 | .mr(4) |
| 21028 | .nr(16) |
| 21029 | .kr(1) |
| 21030 | .sr(1) |
| 21031 | .m(4) |
| 21032 | .n(16) |
| 21033 | .k(k) |
| 21034 | .ks(3) |
| 21035 | .a_offset(163) |
| 21036 | .zero_index(mz) |
| 21037 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21038 | } |
| 21039 | } |
| 21040 | } |
| 21041 | |
| 21042 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__NEON_MLAL_LANE, qmin) { |
| 21043 | TEST_REQUIRES_ARM_NEON; |
| 21044 | GemmMicrokernelTester() |
| 21045 | .mr(4) |
| 21046 | .nr(16) |
| 21047 | .kr(1) |
| 21048 | .sr(1) |
| 21049 | .m(4) |
| 21050 | .n(16) |
| 21051 | .k(8) |
| 21052 | .qmin(128) |
| 21053 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21054 | } |
| 21055 | |
| 21056 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__NEON_MLAL_LANE, qmax) { |
| 21057 | TEST_REQUIRES_ARM_NEON; |
| 21058 | GemmMicrokernelTester() |
| 21059 | .mr(4) |
| 21060 | .nr(16) |
| 21061 | .kr(1) |
| 21062 | .sr(1) |
| 21063 | .m(4) |
| 21064 | .n(16) |
| 21065 | .k(8) |
| 21066 | .qmax(128) |
| 21067 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21068 | } |
| 21069 | |
| 21070 | TEST(QS8_IGEMM_MINMAX_RNDNU_4X16__NEON_MLAL_LANE, strided_cm) { |
| 21071 | TEST_REQUIRES_ARM_NEON; |
| 21072 | GemmMicrokernelTester() |
| 21073 | .mr(4) |
| 21074 | .nr(16) |
| 21075 | .kr(1) |
| 21076 | .sr(1) |
| 21077 | .m(4) |
| 21078 | .n(16) |
| 21079 | .k(8) |
| 21080 | .cm_stride(19) |
| 21081 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21082 | } |
| 21083 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 21084 | |
| 21085 | |
| 21086 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 21087 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16__NEON_MLAL_LANE, k_eq_8) { |
| 21088 | TEST_REQUIRES_ARM_NEON; |
| 21089 | GemmMicrokernelTester() |
| 21090 | .mr(6) |
| 21091 | .nr(16) |
| 21092 | .kr(1) |
| 21093 | .sr(1) |
| 21094 | .m(6) |
| 21095 | .n(16) |
| 21096 | .k(8) |
| 21097 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21098 | } |
| 21099 | |
| 21100 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16__NEON_MLAL_LANE, strided_cn) { |
| 21101 | TEST_REQUIRES_ARM_NEON; |
| 21102 | GemmMicrokernelTester() |
| 21103 | .mr(6) |
| 21104 | .nr(16) |
| 21105 | .kr(1) |
| 21106 | .sr(1) |
| 21107 | .m(6) |
| 21108 | .n(16) |
| 21109 | .k(8) |
| 21110 | .cn_stride(19) |
| 21111 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21112 | } |
| 21113 | |
| 21114 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16__NEON_MLAL_LANE, k_eq_8_subtile) { |
| 21115 | TEST_REQUIRES_ARM_NEON; |
| 21116 | for (uint32_t n = 1; n <= 16; n++) { |
| 21117 | for (uint32_t m = 1; m <= 6; m++) { |
| 21118 | GemmMicrokernelTester() |
| 21119 | .mr(6) |
| 21120 | .nr(16) |
| 21121 | .kr(1) |
| 21122 | .sr(1) |
| 21123 | .m(m) |
| 21124 | .n(n) |
| 21125 | .k(8) |
| 21126 | .iterations(1) |
| 21127 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21128 | } |
| 21129 | } |
| 21130 | } |
| 21131 | |
| 21132 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16__NEON_MLAL_LANE, k_eq_8_subtile_m) { |
| 21133 | TEST_REQUIRES_ARM_NEON; |
| 21134 | for (uint32_t m = 1; m <= 6; m++) { |
| 21135 | GemmMicrokernelTester() |
| 21136 | .mr(6) |
| 21137 | .nr(16) |
| 21138 | .kr(1) |
| 21139 | .sr(1) |
| 21140 | .m(m) |
| 21141 | .n(16) |
| 21142 | .k(8) |
| 21143 | .iterations(1) |
| 21144 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21145 | } |
| 21146 | } |
| 21147 | |
| 21148 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16__NEON_MLAL_LANE, k_eq_8_subtile_n) { |
| 21149 | TEST_REQUIRES_ARM_NEON; |
| 21150 | for (uint32_t n = 1; n <= 16; n++) { |
| 21151 | GemmMicrokernelTester() |
| 21152 | .mr(6) |
| 21153 | .nr(16) |
| 21154 | .kr(1) |
| 21155 | .sr(1) |
| 21156 | .m(6) |
| 21157 | .n(n) |
| 21158 | .k(8) |
| 21159 | .iterations(1) |
| 21160 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21161 | } |
| 21162 | } |
| 21163 | |
| 21164 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16__NEON_MLAL_LANE, k_lt_8) { |
| 21165 | TEST_REQUIRES_ARM_NEON; |
| 21166 | for (size_t k = 1; k < 8; k++) { |
| 21167 | GemmMicrokernelTester() |
| 21168 | .mr(6) |
| 21169 | .nr(16) |
| 21170 | .kr(1) |
| 21171 | .sr(1) |
| 21172 | .m(6) |
| 21173 | .n(16) |
| 21174 | .k(k) |
| 21175 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21176 | } |
| 21177 | } |
| 21178 | |
| 21179 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16__NEON_MLAL_LANE, k_lt_8_subtile) { |
| 21180 | TEST_REQUIRES_ARM_NEON; |
| 21181 | for (size_t k = 1; k < 8; k++) { |
| 21182 | for (uint32_t n = 1; n <= 16; n++) { |
| 21183 | for (uint32_t m = 1; m <= 6; m++) { |
| 21184 | GemmMicrokernelTester() |
| 21185 | .mr(6) |
| 21186 | .nr(16) |
| 21187 | .kr(1) |
| 21188 | .sr(1) |
| 21189 | .m(m) |
| 21190 | .n(n) |
| 21191 | .k(k) |
| 21192 | .iterations(1) |
| 21193 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21194 | } |
| 21195 | } |
| 21196 | } |
| 21197 | } |
| 21198 | |
| 21199 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16__NEON_MLAL_LANE, k_gt_8) { |
| 21200 | TEST_REQUIRES_ARM_NEON; |
| 21201 | for (size_t k = 9; k < 16; k++) { |
| 21202 | GemmMicrokernelTester() |
| 21203 | .mr(6) |
| 21204 | .nr(16) |
| 21205 | .kr(1) |
| 21206 | .sr(1) |
| 21207 | .m(6) |
| 21208 | .n(16) |
| 21209 | .k(k) |
| 21210 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21211 | } |
| 21212 | } |
| 21213 | |
| 21214 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16__NEON_MLAL_LANE, k_gt_8_subtile) { |
| 21215 | TEST_REQUIRES_ARM_NEON; |
| 21216 | for (size_t k = 9; k < 16; k++) { |
| 21217 | for (uint32_t n = 1; n <= 16; n++) { |
| 21218 | for (uint32_t m = 1; m <= 6; m++) { |
| 21219 | GemmMicrokernelTester() |
| 21220 | .mr(6) |
| 21221 | .nr(16) |
| 21222 | .kr(1) |
| 21223 | .sr(1) |
| 21224 | .m(m) |
| 21225 | .n(n) |
| 21226 | .k(k) |
| 21227 | .iterations(1) |
| 21228 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21229 | } |
| 21230 | } |
| 21231 | } |
| 21232 | } |
| 21233 | |
| 21234 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16__NEON_MLAL_LANE, k_div_8) { |
| 21235 | TEST_REQUIRES_ARM_NEON; |
| 21236 | for (size_t k = 16; k <= 80; k += 8) { |
| 21237 | GemmMicrokernelTester() |
| 21238 | .mr(6) |
| 21239 | .nr(16) |
| 21240 | .kr(1) |
| 21241 | .sr(1) |
| 21242 | .m(6) |
| 21243 | .n(16) |
| 21244 | .k(k) |
| 21245 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21246 | } |
| 21247 | } |
| 21248 | |
| 21249 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16__NEON_MLAL_LANE, k_div_8_subtile) { |
| 21250 | TEST_REQUIRES_ARM_NEON; |
| 21251 | for (size_t k = 16; k <= 80; k += 8) { |
| 21252 | for (uint32_t n = 1; n <= 16; n++) { |
| 21253 | for (uint32_t m = 1; m <= 6; m++) { |
| 21254 | GemmMicrokernelTester() |
| 21255 | .mr(6) |
| 21256 | .nr(16) |
| 21257 | .kr(1) |
| 21258 | .sr(1) |
| 21259 | .m(m) |
| 21260 | .n(n) |
| 21261 | .k(k) |
| 21262 | .iterations(1) |
| 21263 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21264 | } |
| 21265 | } |
| 21266 | } |
| 21267 | } |
| 21268 | |
| 21269 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16__NEON_MLAL_LANE, n_gt_16) { |
| 21270 | TEST_REQUIRES_ARM_NEON; |
| 21271 | for (uint32_t n = 17; n < 32; n++) { |
| 21272 | for (size_t k = 1; k <= 40; k += 9) { |
| 21273 | GemmMicrokernelTester() |
| 21274 | .mr(6) |
| 21275 | .nr(16) |
| 21276 | .kr(1) |
| 21277 | .sr(1) |
| 21278 | .m(6) |
| 21279 | .n(n) |
| 21280 | .k(k) |
| 21281 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21282 | } |
| 21283 | } |
| 21284 | } |
| 21285 | |
| 21286 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16__NEON_MLAL_LANE, n_gt_16_strided_cn) { |
| 21287 | TEST_REQUIRES_ARM_NEON; |
| 21288 | for (uint32_t n = 17; n < 32; n++) { |
| 21289 | for (size_t k = 1; k <= 40; k += 9) { |
| 21290 | GemmMicrokernelTester() |
| 21291 | .mr(6) |
| 21292 | .nr(16) |
| 21293 | .kr(1) |
| 21294 | .sr(1) |
| 21295 | .m(6) |
| 21296 | .n(n) |
| 21297 | .k(k) |
| 21298 | .cn_stride(19) |
| 21299 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21300 | } |
| 21301 | } |
| 21302 | } |
| 21303 | |
| 21304 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16__NEON_MLAL_LANE, n_gt_16_subtile) { |
| 21305 | TEST_REQUIRES_ARM_NEON; |
| 21306 | for (uint32_t n = 17; n < 32; n++) { |
| 21307 | for (size_t k = 1; k <= 40; k += 9) { |
| 21308 | for (uint32_t m = 1; m <= 6; m++) { |
| 21309 | GemmMicrokernelTester() |
| 21310 | .mr(6) |
| 21311 | .nr(16) |
| 21312 | .kr(1) |
| 21313 | .sr(1) |
| 21314 | .m(m) |
| 21315 | .n(n) |
| 21316 | .k(k) |
| 21317 | .iterations(1) |
| 21318 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21319 | } |
| 21320 | } |
| 21321 | } |
| 21322 | } |
| 21323 | |
| 21324 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16__NEON_MLAL_LANE, n_div_16) { |
| 21325 | TEST_REQUIRES_ARM_NEON; |
| 21326 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 21327 | for (size_t k = 1; k <= 40; k += 9) { |
| 21328 | GemmMicrokernelTester() |
| 21329 | .mr(6) |
| 21330 | .nr(16) |
| 21331 | .kr(1) |
| 21332 | .sr(1) |
| 21333 | .m(6) |
| 21334 | .n(n) |
| 21335 | .k(k) |
| 21336 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21337 | } |
| 21338 | } |
| 21339 | } |
| 21340 | |
| 21341 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16__NEON_MLAL_LANE, n_div_16_strided_cn) { |
| 21342 | TEST_REQUIRES_ARM_NEON; |
| 21343 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 21344 | for (size_t k = 1; k <= 40; k += 9) { |
| 21345 | GemmMicrokernelTester() |
| 21346 | .mr(6) |
| 21347 | .nr(16) |
| 21348 | .kr(1) |
| 21349 | .sr(1) |
| 21350 | .m(6) |
| 21351 | .n(n) |
| 21352 | .k(k) |
| 21353 | .cn_stride(19) |
| 21354 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21355 | } |
| 21356 | } |
| 21357 | } |
| 21358 | |
| 21359 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16__NEON_MLAL_LANE, n_div_16_subtile) { |
| 21360 | TEST_REQUIRES_ARM_NEON; |
| 21361 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 21362 | for (size_t k = 1; k <= 40; k += 9) { |
| 21363 | for (uint32_t m = 1; m <= 6; m++) { |
| 21364 | GemmMicrokernelTester() |
| 21365 | .mr(6) |
| 21366 | .nr(16) |
| 21367 | .kr(1) |
| 21368 | .sr(1) |
| 21369 | .m(m) |
| 21370 | .n(n) |
| 21371 | .k(k) |
| 21372 | .iterations(1) |
| 21373 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21374 | } |
| 21375 | } |
| 21376 | } |
| 21377 | } |
| 21378 | |
| 21379 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16__NEON_MLAL_LANE, small_kernel) { |
| 21380 | TEST_REQUIRES_ARM_NEON; |
| 21381 | for (size_t k = 1; k <= 40; k += 9) { |
| 21382 | GemmMicrokernelTester() |
| 21383 | .mr(6) |
| 21384 | .nr(16) |
| 21385 | .kr(1) |
| 21386 | .sr(1) |
| 21387 | .m(6) |
| 21388 | .n(16) |
| 21389 | .k(k) |
| 21390 | .ks(3) |
| 21391 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21392 | } |
| 21393 | } |
| 21394 | |
| 21395 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16__NEON_MLAL_LANE, small_kernel_subtile) { |
| 21396 | TEST_REQUIRES_ARM_NEON; |
| 21397 | for (size_t k = 1; k <= 40; k += 9) { |
| 21398 | for (uint32_t n = 1; n <= 16; n++) { |
| 21399 | for (uint32_t m = 1; m <= 6; m++) { |
| 21400 | GemmMicrokernelTester() |
| 21401 | .mr(6) |
| 21402 | .nr(16) |
| 21403 | .kr(1) |
| 21404 | .sr(1) |
| 21405 | .m(m) |
| 21406 | .n(n) |
| 21407 | .k(k) |
| 21408 | .ks(3) |
| 21409 | .iterations(1) |
| 21410 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21411 | } |
| 21412 | } |
| 21413 | } |
| 21414 | } |
| 21415 | |
| 21416 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16__NEON_MLAL_LANE, n_gt_16_small_kernel) { |
| 21417 | TEST_REQUIRES_ARM_NEON; |
| 21418 | for (uint32_t n = 17; n < 32; n++) { |
| 21419 | for (size_t k = 1; k <= 40; k += 9) { |
| 21420 | GemmMicrokernelTester() |
| 21421 | .mr(6) |
| 21422 | .nr(16) |
| 21423 | .kr(1) |
| 21424 | .sr(1) |
| 21425 | .m(6) |
| 21426 | .n(n) |
| 21427 | .k(k) |
| 21428 | .ks(3) |
| 21429 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21430 | } |
| 21431 | } |
| 21432 | } |
| 21433 | |
| 21434 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16__NEON_MLAL_LANE, n_div_16_small_kernel) { |
| 21435 | TEST_REQUIRES_ARM_NEON; |
| 21436 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 21437 | for (size_t k = 1; k <= 40; k += 9) { |
| 21438 | GemmMicrokernelTester() |
| 21439 | .mr(6) |
| 21440 | .nr(16) |
| 21441 | .kr(1) |
| 21442 | .sr(1) |
| 21443 | .m(6) |
| 21444 | .n(n) |
| 21445 | .k(k) |
| 21446 | .ks(3) |
| 21447 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21448 | } |
| 21449 | } |
| 21450 | } |
| 21451 | |
| 21452 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16__NEON_MLAL_LANE, strided_cm_subtile) { |
| 21453 | TEST_REQUIRES_ARM_NEON; |
| 21454 | for (size_t k = 1; k <= 40; k += 9) { |
| 21455 | for (uint32_t n = 1; n <= 16; n++) { |
| 21456 | for (uint32_t m = 1; m <= 6; m++) { |
| 21457 | GemmMicrokernelTester() |
| 21458 | .mr(6) |
| 21459 | .nr(16) |
| 21460 | .kr(1) |
| 21461 | .sr(1) |
| 21462 | .m(m) |
| 21463 | .n(n) |
| 21464 | .k(k) |
| 21465 | .cm_stride(19) |
| 21466 | .iterations(1) |
| 21467 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21468 | } |
| 21469 | } |
| 21470 | } |
| 21471 | } |
| 21472 | |
| 21473 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16__NEON_MLAL_LANE, a_offset) { |
| 21474 | TEST_REQUIRES_ARM_NEON; |
| 21475 | for (size_t k = 1; k <= 40; k += 9) { |
| 21476 | GemmMicrokernelTester() |
| 21477 | .mr(6) |
| 21478 | .nr(16) |
| 21479 | .kr(1) |
| 21480 | .sr(1) |
| 21481 | .m(6) |
| 21482 | .n(16) |
| 21483 | .k(k) |
| 21484 | .ks(3) |
| 21485 | .a_offset(251) |
| 21486 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21487 | } |
| 21488 | } |
| 21489 | |
| 21490 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16__NEON_MLAL_LANE, zero) { |
| 21491 | TEST_REQUIRES_ARM_NEON; |
| 21492 | for (size_t k = 1; k <= 40; k += 9) { |
| 21493 | for (uint32_t mz = 0; mz < 6; mz++) { |
| 21494 | GemmMicrokernelTester() |
| 21495 | .mr(6) |
| 21496 | .nr(16) |
| 21497 | .kr(1) |
| 21498 | .sr(1) |
| 21499 | .m(6) |
| 21500 | .n(16) |
| 21501 | .k(k) |
| 21502 | .ks(3) |
| 21503 | .a_offset(251) |
| 21504 | .zero_index(mz) |
| 21505 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21506 | } |
| 21507 | } |
| 21508 | } |
| 21509 | |
| 21510 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16__NEON_MLAL_LANE, qmin) { |
| 21511 | TEST_REQUIRES_ARM_NEON; |
| 21512 | GemmMicrokernelTester() |
| 21513 | .mr(6) |
| 21514 | .nr(16) |
| 21515 | .kr(1) |
| 21516 | .sr(1) |
| 21517 | .m(6) |
| 21518 | .n(16) |
| 21519 | .k(8) |
| 21520 | .qmin(128) |
| 21521 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21522 | } |
| 21523 | |
| 21524 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16__NEON_MLAL_LANE, qmax) { |
| 21525 | TEST_REQUIRES_ARM_NEON; |
| 21526 | GemmMicrokernelTester() |
| 21527 | .mr(6) |
| 21528 | .nr(16) |
| 21529 | .kr(1) |
| 21530 | .sr(1) |
| 21531 | .m(6) |
| 21532 | .n(16) |
| 21533 | .k(8) |
| 21534 | .qmax(128) |
| 21535 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21536 | } |
| 21537 | |
| 21538 | TEST(QS8_IGEMM_MINMAX_RNDNU_6X16__NEON_MLAL_LANE, strided_cm) { |
| 21539 | TEST_REQUIRES_ARM_NEON; |
| 21540 | GemmMicrokernelTester() |
| 21541 | .mr(6) |
| 21542 | .nr(16) |
| 21543 | .kr(1) |
| 21544 | .sr(1) |
| 21545 | .m(6) |
| 21546 | .n(16) |
| 21547 | .k(8) |
| 21548 | .cm_stride(19) |
| 21549 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21550 | } |
| 21551 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 21552 | |
| 21553 | |
| 21554 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 21555 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE_PRFM, k_eq_8) { |
| 21556 | TEST_REQUIRES_ARM_NEON; |
| 21557 | GemmMicrokernelTester() |
| 21558 | .mr(2) |
| 21559 | .nr(16) |
| 21560 | .kr(1) |
| 21561 | .sr(1) |
| 21562 | .m(2) |
| 21563 | .n(16) |
| 21564 | .k(8) |
| 21565 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane_prfm, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21566 | } |
| 21567 | |
| 21568 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE_PRFM, strided_cn) { |
| 21569 | TEST_REQUIRES_ARM_NEON; |
| 21570 | GemmMicrokernelTester() |
| 21571 | .mr(2) |
| 21572 | .nr(16) |
| 21573 | .kr(1) |
| 21574 | .sr(1) |
| 21575 | .m(2) |
| 21576 | .n(16) |
| 21577 | .k(8) |
| 21578 | .cn_stride(19) |
| 21579 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane_prfm, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21580 | } |
| 21581 | |
| 21582 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE_PRFM, k_eq_8_subtile) { |
| 21583 | TEST_REQUIRES_ARM_NEON; |
| 21584 | for (uint32_t n = 1; n <= 16; n++) { |
| 21585 | for (uint32_t m = 1; m <= 2; m++) { |
| 21586 | GemmMicrokernelTester() |
| 21587 | .mr(2) |
| 21588 | .nr(16) |
| 21589 | .kr(1) |
| 21590 | .sr(1) |
| 21591 | .m(m) |
| 21592 | .n(n) |
| 21593 | .k(8) |
| 21594 | .iterations(1) |
| 21595 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane_prfm, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21596 | } |
| 21597 | } |
| 21598 | } |
| 21599 | |
| 21600 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE_PRFM, k_eq_8_subtile_m) { |
| 21601 | TEST_REQUIRES_ARM_NEON; |
| 21602 | for (uint32_t m = 1; m <= 2; m++) { |
| 21603 | GemmMicrokernelTester() |
| 21604 | .mr(2) |
| 21605 | .nr(16) |
| 21606 | .kr(1) |
| 21607 | .sr(1) |
| 21608 | .m(m) |
| 21609 | .n(16) |
| 21610 | .k(8) |
| 21611 | .iterations(1) |
| 21612 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane_prfm, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21613 | } |
| 21614 | } |
| 21615 | |
| 21616 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE_PRFM, k_eq_8_subtile_n) { |
| 21617 | TEST_REQUIRES_ARM_NEON; |
| 21618 | for (uint32_t n = 1; n <= 16; n++) { |
| 21619 | GemmMicrokernelTester() |
| 21620 | .mr(2) |
| 21621 | .nr(16) |
| 21622 | .kr(1) |
| 21623 | .sr(1) |
| 21624 | .m(2) |
| 21625 | .n(n) |
| 21626 | .k(8) |
| 21627 | .iterations(1) |
| 21628 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane_prfm, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21629 | } |
| 21630 | } |
| 21631 | |
| 21632 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE_PRFM, k_lt_8) { |
| 21633 | TEST_REQUIRES_ARM_NEON; |
| 21634 | for (size_t k = 1; k < 8; k++) { |
| 21635 | GemmMicrokernelTester() |
| 21636 | .mr(2) |
| 21637 | .nr(16) |
| 21638 | .kr(1) |
| 21639 | .sr(1) |
| 21640 | .m(2) |
| 21641 | .n(16) |
| 21642 | .k(k) |
| 21643 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane_prfm, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21644 | } |
| 21645 | } |
| 21646 | |
| 21647 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE_PRFM, k_lt_8_subtile) { |
| 21648 | TEST_REQUIRES_ARM_NEON; |
| 21649 | for (size_t k = 1; k < 8; k++) { |
| 21650 | for (uint32_t n = 1; n <= 16; n++) { |
| 21651 | for (uint32_t m = 1; m <= 2; m++) { |
| 21652 | GemmMicrokernelTester() |
| 21653 | .mr(2) |
| 21654 | .nr(16) |
| 21655 | .kr(1) |
| 21656 | .sr(1) |
| 21657 | .m(m) |
| 21658 | .n(n) |
| 21659 | .k(k) |
| 21660 | .iterations(1) |
| 21661 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane_prfm, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21662 | } |
| 21663 | } |
| 21664 | } |
| 21665 | } |
| 21666 | |
| 21667 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE_PRFM, k_gt_8) { |
| 21668 | TEST_REQUIRES_ARM_NEON; |
| 21669 | for (size_t k = 9; k < 16; k++) { |
| 21670 | GemmMicrokernelTester() |
| 21671 | .mr(2) |
| 21672 | .nr(16) |
| 21673 | .kr(1) |
| 21674 | .sr(1) |
| 21675 | .m(2) |
| 21676 | .n(16) |
| 21677 | .k(k) |
| 21678 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane_prfm, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21679 | } |
| 21680 | } |
| 21681 | |
| 21682 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE_PRFM, k_gt_8_subtile) { |
| 21683 | TEST_REQUIRES_ARM_NEON; |
| 21684 | for (size_t k = 9; k < 16; k++) { |
| 21685 | for (uint32_t n = 1; n <= 16; n++) { |
| 21686 | for (uint32_t m = 1; m <= 2; m++) { |
| 21687 | GemmMicrokernelTester() |
| 21688 | .mr(2) |
| 21689 | .nr(16) |
| 21690 | .kr(1) |
| 21691 | .sr(1) |
| 21692 | .m(m) |
| 21693 | .n(n) |
| 21694 | .k(k) |
| 21695 | .iterations(1) |
| 21696 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane_prfm, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21697 | } |
| 21698 | } |
| 21699 | } |
| 21700 | } |
| 21701 | |
| 21702 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE_PRFM, k_div_8) { |
| 21703 | TEST_REQUIRES_ARM_NEON; |
| 21704 | for (size_t k = 16; k <= 80; k += 8) { |
| 21705 | GemmMicrokernelTester() |
| 21706 | .mr(2) |
| 21707 | .nr(16) |
| 21708 | .kr(1) |
| 21709 | .sr(1) |
| 21710 | .m(2) |
| 21711 | .n(16) |
| 21712 | .k(k) |
| 21713 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane_prfm, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21714 | } |
| 21715 | } |
| 21716 | |
| 21717 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE_PRFM, k_div_8_subtile) { |
| 21718 | TEST_REQUIRES_ARM_NEON; |
| 21719 | for (size_t k = 16; k <= 80; k += 8) { |
| 21720 | for (uint32_t n = 1; n <= 16; n++) { |
| 21721 | for (uint32_t m = 1; m <= 2; m++) { |
| 21722 | GemmMicrokernelTester() |
| 21723 | .mr(2) |
| 21724 | .nr(16) |
| 21725 | .kr(1) |
| 21726 | .sr(1) |
| 21727 | .m(m) |
| 21728 | .n(n) |
| 21729 | .k(k) |
| 21730 | .iterations(1) |
| 21731 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane_prfm, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21732 | } |
| 21733 | } |
| 21734 | } |
| 21735 | } |
| 21736 | |
| 21737 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE_PRFM, n_gt_16) { |
| 21738 | TEST_REQUIRES_ARM_NEON; |
| 21739 | for (uint32_t n = 17; n < 32; n++) { |
| 21740 | for (size_t k = 1; k <= 40; k += 9) { |
| 21741 | GemmMicrokernelTester() |
| 21742 | .mr(2) |
| 21743 | .nr(16) |
| 21744 | .kr(1) |
| 21745 | .sr(1) |
| 21746 | .m(2) |
| 21747 | .n(n) |
| 21748 | .k(k) |
| 21749 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane_prfm, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21750 | } |
| 21751 | } |
| 21752 | } |
| 21753 | |
| 21754 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE_PRFM, n_gt_16_strided_cn) { |
| 21755 | TEST_REQUIRES_ARM_NEON; |
| 21756 | for (uint32_t n = 17; n < 32; n++) { |
| 21757 | for (size_t k = 1; k <= 40; k += 9) { |
| 21758 | GemmMicrokernelTester() |
| 21759 | .mr(2) |
| 21760 | .nr(16) |
| 21761 | .kr(1) |
| 21762 | .sr(1) |
| 21763 | .m(2) |
| 21764 | .n(n) |
| 21765 | .k(k) |
| 21766 | .cn_stride(19) |
| 21767 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane_prfm, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21768 | } |
| 21769 | } |
| 21770 | } |
| 21771 | |
| 21772 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE_PRFM, n_gt_16_subtile) { |
| 21773 | TEST_REQUIRES_ARM_NEON; |
| 21774 | for (uint32_t n = 17; n < 32; n++) { |
| 21775 | for (size_t k = 1; k <= 40; k += 9) { |
| 21776 | for (uint32_t m = 1; m <= 2; m++) { |
| 21777 | GemmMicrokernelTester() |
| 21778 | .mr(2) |
| 21779 | .nr(16) |
| 21780 | .kr(1) |
| 21781 | .sr(1) |
| 21782 | .m(m) |
| 21783 | .n(n) |
| 21784 | .k(k) |
| 21785 | .iterations(1) |
| 21786 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane_prfm, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21787 | } |
| 21788 | } |
| 21789 | } |
| 21790 | } |
| 21791 | |
| 21792 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE_PRFM, n_div_16) { |
| 21793 | TEST_REQUIRES_ARM_NEON; |
| 21794 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 21795 | for (size_t k = 1; k <= 40; k += 9) { |
| 21796 | GemmMicrokernelTester() |
| 21797 | .mr(2) |
| 21798 | .nr(16) |
| 21799 | .kr(1) |
| 21800 | .sr(1) |
| 21801 | .m(2) |
| 21802 | .n(n) |
| 21803 | .k(k) |
| 21804 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane_prfm, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21805 | } |
| 21806 | } |
| 21807 | } |
| 21808 | |
| 21809 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE_PRFM, n_div_16_strided_cn) { |
| 21810 | TEST_REQUIRES_ARM_NEON; |
| 21811 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 21812 | for (size_t k = 1; k <= 40; k += 9) { |
| 21813 | GemmMicrokernelTester() |
| 21814 | .mr(2) |
| 21815 | .nr(16) |
| 21816 | .kr(1) |
| 21817 | .sr(1) |
| 21818 | .m(2) |
| 21819 | .n(n) |
| 21820 | .k(k) |
| 21821 | .cn_stride(19) |
| 21822 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane_prfm, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21823 | } |
| 21824 | } |
| 21825 | } |
| 21826 | |
| 21827 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE_PRFM, n_div_16_subtile) { |
| 21828 | TEST_REQUIRES_ARM_NEON; |
| 21829 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 21830 | for (size_t k = 1; k <= 40; k += 9) { |
| 21831 | for (uint32_t m = 1; m <= 2; m++) { |
| 21832 | GemmMicrokernelTester() |
| 21833 | .mr(2) |
| 21834 | .nr(16) |
| 21835 | .kr(1) |
| 21836 | .sr(1) |
| 21837 | .m(m) |
| 21838 | .n(n) |
| 21839 | .k(k) |
| 21840 | .iterations(1) |
| 21841 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane_prfm, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21842 | } |
| 21843 | } |
| 21844 | } |
| 21845 | } |
| 21846 | |
| 21847 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE_PRFM, small_kernel) { |
| 21848 | TEST_REQUIRES_ARM_NEON; |
| 21849 | for (size_t k = 1; k <= 40; k += 9) { |
| 21850 | GemmMicrokernelTester() |
| 21851 | .mr(2) |
| 21852 | .nr(16) |
| 21853 | .kr(1) |
| 21854 | .sr(1) |
| 21855 | .m(2) |
| 21856 | .n(16) |
| 21857 | .k(k) |
| 21858 | .ks(3) |
| 21859 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane_prfm, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21860 | } |
| 21861 | } |
| 21862 | |
| 21863 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE_PRFM, small_kernel_subtile) { |
| 21864 | TEST_REQUIRES_ARM_NEON; |
| 21865 | for (size_t k = 1; k <= 40; k += 9) { |
| 21866 | for (uint32_t n = 1; n <= 16; n++) { |
| 21867 | for (uint32_t m = 1; m <= 2; m++) { |
| 21868 | GemmMicrokernelTester() |
| 21869 | .mr(2) |
| 21870 | .nr(16) |
| 21871 | .kr(1) |
| 21872 | .sr(1) |
| 21873 | .m(m) |
| 21874 | .n(n) |
| 21875 | .k(k) |
| 21876 | .ks(3) |
| 21877 | .iterations(1) |
| 21878 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane_prfm, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21879 | } |
| 21880 | } |
| 21881 | } |
| 21882 | } |
| 21883 | |
| 21884 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE_PRFM, n_gt_16_small_kernel) { |
| 21885 | TEST_REQUIRES_ARM_NEON; |
| 21886 | for (uint32_t n = 17; n < 32; n++) { |
| 21887 | for (size_t k = 1; k <= 40; k += 9) { |
| 21888 | GemmMicrokernelTester() |
| 21889 | .mr(2) |
| 21890 | .nr(16) |
| 21891 | .kr(1) |
| 21892 | .sr(1) |
| 21893 | .m(2) |
| 21894 | .n(n) |
| 21895 | .k(k) |
| 21896 | .ks(3) |
| 21897 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane_prfm, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21898 | } |
| 21899 | } |
| 21900 | } |
| 21901 | |
| 21902 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE_PRFM, n_div_16_small_kernel) { |
| 21903 | TEST_REQUIRES_ARM_NEON; |
| 21904 | for (uint32_t n = 32; n <= 48; n += 16) { |
| 21905 | for (size_t k = 1; k <= 40; k += 9) { |
| 21906 | GemmMicrokernelTester() |
| 21907 | .mr(2) |
| 21908 | .nr(16) |
| 21909 | .kr(1) |
| 21910 | .sr(1) |
| 21911 | .m(2) |
| 21912 | .n(n) |
| 21913 | .k(k) |
| 21914 | .ks(3) |
| 21915 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane_prfm, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21916 | } |
| 21917 | } |
| 21918 | } |
| 21919 | |
| 21920 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE_PRFM, strided_cm_subtile) { |
| 21921 | TEST_REQUIRES_ARM_NEON; |
| 21922 | for (size_t k = 1; k <= 40; k += 9) { |
| 21923 | for (uint32_t n = 1; n <= 16; n++) { |
| 21924 | for (uint32_t m = 1; m <= 2; m++) { |
| 21925 | GemmMicrokernelTester() |
| 21926 | .mr(2) |
| 21927 | .nr(16) |
| 21928 | .kr(1) |
| 21929 | .sr(1) |
| 21930 | .m(m) |
| 21931 | .n(n) |
| 21932 | .k(k) |
| 21933 | .cm_stride(19) |
| 21934 | .iterations(1) |
| 21935 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane_prfm, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21936 | } |
| 21937 | } |
| 21938 | } |
| 21939 | } |
| 21940 | |
| 21941 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE_PRFM, a_offset) { |
| 21942 | TEST_REQUIRES_ARM_NEON; |
| 21943 | for (size_t k = 1; k <= 40; k += 9) { |
| 21944 | GemmMicrokernelTester() |
| 21945 | .mr(2) |
| 21946 | .nr(16) |
| 21947 | .kr(1) |
| 21948 | .sr(1) |
| 21949 | .m(2) |
| 21950 | .n(16) |
| 21951 | .k(k) |
| 21952 | .ks(3) |
| 21953 | .a_offset(83) |
| 21954 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane_prfm, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21955 | } |
| 21956 | } |
| 21957 | |
| 21958 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE_PRFM, zero) { |
| 21959 | TEST_REQUIRES_ARM_NEON; |
| 21960 | for (size_t k = 1; k <= 40; k += 9) { |
| 21961 | for (uint32_t mz = 0; mz < 2; mz++) { |
| 21962 | GemmMicrokernelTester() |
| 21963 | .mr(2) |
| 21964 | .nr(16) |
| 21965 | .kr(1) |
| 21966 | .sr(1) |
| 21967 | .m(2) |
| 21968 | .n(16) |
| 21969 | .k(k) |
| 21970 | .ks(3) |
| 21971 | .a_offset(83) |
| 21972 | .zero_index(mz) |
| 21973 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane_prfm, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21974 | } |
| 21975 | } |
| 21976 | } |
| 21977 | |
| 21978 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE_PRFM, qmin) { |
| 21979 | TEST_REQUIRES_ARM_NEON; |
| 21980 | GemmMicrokernelTester() |
| 21981 | .mr(2) |
| 21982 | .nr(16) |
| 21983 | .kr(1) |
| 21984 | .sr(1) |
| 21985 | .m(2) |
| 21986 | .n(16) |
| 21987 | .k(8) |
| 21988 | .qmin(128) |
| 21989 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane_prfm, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 21990 | } |
| 21991 | |
| 21992 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE_PRFM, qmax) { |
| 21993 | TEST_REQUIRES_ARM_NEON; |
| 21994 | GemmMicrokernelTester() |
| 21995 | .mr(2) |
| 21996 | .nr(16) |
| 21997 | .kr(1) |
| 21998 | .sr(1) |
| 21999 | .m(2) |
| 22000 | .n(16) |
| 22001 | .k(8) |
| 22002 | .qmax(128) |
| 22003 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane_prfm, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 22004 | } |
| 22005 | |
| 22006 | TEST(QS8_IGEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE_PRFM, strided_cm) { |
| 22007 | TEST_REQUIRES_ARM_NEON; |
| 22008 | GemmMicrokernelTester() |
| 22009 | .mr(2) |
| 22010 | .nr(16) |
| 22011 | .kr(1) |
| 22012 | .sr(1) |
| 22013 | .m(2) |
| 22014 | .n(16) |
| 22015 | .k(8) |
| 22016 | .cm_stride(19) |
| 22017 | .Test(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane_prfm, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 22018 | } |
| 22019 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 22020 | |
| 22021 | |
| 22022 | #if XNN_ARCH_ARM && !XNN_PLATFORM_IOS && XNN_ENABLE_ASSEMBLY && XNN_PLATFORM_JIT |
| 22023 | TEST(GENERATE_QS8_IGEMM_RNDNU_4X8C4__AARCH32_NEONDOT_LD64, k_eq_8) { |
| 22024 | TEST_REQUIRES_ARM_NEON_DOT; |
| 22025 | GemmMicrokernelTester() |
| 22026 | .mr(4) |
| 22027 | .nr(8) |
| 22028 | .kr(4) |
| 22029 | .sr(1) |
| 22030 | .m(4) |
| 22031 | .n(8) |
| 22032 | .k(8) |
| 22033 | .Test(xnn_generate_qs8_igemm_rndnu_ukernel_4x8c4__aarch32_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 22034 | } |
| 22035 | |
| 22036 | TEST(GENERATE_QS8_IGEMM_RNDNU_4X8C4__AARCH32_NEONDOT_LD64, strided_cn) { |
| 22037 | TEST_REQUIRES_ARM_NEON_DOT; |
| 22038 | GemmMicrokernelTester() |
| 22039 | .mr(4) |
| 22040 | .nr(8) |
| 22041 | .kr(4) |
| 22042 | .sr(1) |
| 22043 | .m(4) |
| 22044 | .n(8) |
| 22045 | .k(8) |
| 22046 | .cn_stride(11) |
| 22047 | .Test(xnn_generate_qs8_igemm_rndnu_ukernel_4x8c4__aarch32_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 22048 | } |
| 22049 | |
| 22050 | TEST(GENERATE_QS8_IGEMM_RNDNU_4X8C4__AARCH32_NEONDOT_LD64, k_eq_8_subtile) { |
| 22051 | TEST_REQUIRES_ARM_NEON_DOT; |
| 22052 | for (uint32_t n = 1; n <= 8; n++) { |
| 22053 | for (uint32_t m = 1; m <= 4; m++) { |
| 22054 | GemmMicrokernelTester() |
| 22055 | .mr(4) |
| 22056 | .nr(8) |
| 22057 | .kr(4) |
| 22058 | .sr(1) |
| 22059 | .m(m) |
| 22060 | .n(n) |
| 22061 | .k(8) |
| 22062 | .iterations(1) |
| 22063 | .Test(xnn_generate_qs8_igemm_rndnu_ukernel_4x8c4__aarch32_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 22064 | } |
| 22065 | } |
| 22066 | } |
| 22067 | |
| 22068 | TEST(GENERATE_QS8_IGEMM_RNDNU_4X8C4__AARCH32_NEONDOT_LD64, k_eq_8_subtile_m) { |
| 22069 | TEST_REQUIRES_ARM_NEON_DOT; |
| 22070 | for (uint32_t m = 1; m <= 4; m++) { |
| 22071 | GemmMicrokernelTester() |
| 22072 | .mr(4) |
| 22073 | .nr(8) |
| 22074 | .kr(4) |
| 22075 | .sr(1) |
| 22076 | .m(m) |
| 22077 | .n(8) |
| 22078 | .k(8) |
| 22079 | .iterations(1) |
| 22080 | .Test(xnn_generate_qs8_igemm_rndnu_ukernel_4x8c4__aarch32_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 22081 | } |
| 22082 | } |
| 22083 | |
| 22084 | TEST(GENERATE_QS8_IGEMM_RNDNU_4X8C4__AARCH32_NEONDOT_LD64, k_eq_8_subtile_n) { |
| 22085 | TEST_REQUIRES_ARM_NEON_DOT; |
| 22086 | for (uint32_t n = 1; n <= 8; n++) { |
| 22087 | GemmMicrokernelTester() |
| 22088 | .mr(4) |
| 22089 | .nr(8) |
| 22090 | .kr(4) |
| 22091 | .sr(1) |
| 22092 | .m(4) |
| 22093 | .n(n) |
| 22094 | .k(8) |
| 22095 | .iterations(1) |
| 22096 | .Test(xnn_generate_qs8_igemm_rndnu_ukernel_4x8c4__aarch32_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 22097 | } |
| 22098 | } |
| 22099 | |
| 22100 | TEST(GENERATE_QS8_IGEMM_RNDNU_4X8C4__AARCH32_NEONDOT_LD64, k_lt_8) { |
| 22101 | TEST_REQUIRES_ARM_NEON_DOT; |
| 22102 | for (size_t k = 1; k < 8; k++) { |
| 22103 | GemmMicrokernelTester() |
| 22104 | .mr(4) |
| 22105 | .nr(8) |
| 22106 | .kr(4) |
| 22107 | .sr(1) |
| 22108 | .m(4) |
| 22109 | .n(8) |
| 22110 | .k(k) |
| 22111 | .Test(xnn_generate_qs8_igemm_rndnu_ukernel_4x8c4__aarch32_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 22112 | } |
| 22113 | } |
| 22114 | |
| 22115 | TEST(GENERATE_QS8_IGEMM_RNDNU_4X8C4__AARCH32_NEONDOT_LD64, k_lt_8_subtile) { |
| 22116 | TEST_REQUIRES_ARM_NEON_DOT; |
| 22117 | for (size_t k = 1; k < 8; k++) { |
| 22118 | for (uint32_t n = 1; n <= 8; n++) { |
| 22119 | for (uint32_t m = 1; m <= 4; m++) { |
| 22120 | GemmMicrokernelTester() |
| 22121 | .mr(4) |
| 22122 | .nr(8) |
| 22123 | .kr(4) |
| 22124 | .sr(1) |
| 22125 | .m(m) |
| 22126 | .n(n) |
| 22127 | .k(k) |
| 22128 | .iterations(1) |
| 22129 | .Test(xnn_generate_qs8_igemm_rndnu_ukernel_4x8c4__aarch32_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 22130 | } |
| 22131 | } |
| 22132 | } |
| 22133 | } |
| 22134 | |
| 22135 | TEST(GENERATE_QS8_IGEMM_RNDNU_4X8C4__AARCH32_NEONDOT_LD64, k_gt_8) { |
| 22136 | TEST_REQUIRES_ARM_NEON_DOT; |
| 22137 | for (size_t k = 9; k < 16; k++) { |
| 22138 | GemmMicrokernelTester() |
| 22139 | .mr(4) |
| 22140 | .nr(8) |
| 22141 | .kr(4) |
| 22142 | .sr(1) |
| 22143 | .m(4) |
| 22144 | .n(8) |
| 22145 | .k(k) |
| 22146 | .Test(xnn_generate_qs8_igemm_rndnu_ukernel_4x8c4__aarch32_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 22147 | } |
| 22148 | } |
| 22149 | |
| 22150 | TEST(GENERATE_QS8_IGEMM_RNDNU_4X8C4__AARCH32_NEONDOT_LD64, k_gt_8_subtile) { |
| 22151 | TEST_REQUIRES_ARM_NEON_DOT; |
| 22152 | for (size_t k = 9; k < 16; k++) { |
| 22153 | for (uint32_t n = 1; n <= 8; n++) { |
| 22154 | for (uint32_t m = 1; m <= 4; m++) { |
| 22155 | GemmMicrokernelTester() |
| 22156 | .mr(4) |
| 22157 | .nr(8) |
| 22158 | .kr(4) |
| 22159 | .sr(1) |
| 22160 | .m(m) |
| 22161 | .n(n) |
| 22162 | .k(k) |
| 22163 | .iterations(1) |
| 22164 | .Test(xnn_generate_qs8_igemm_rndnu_ukernel_4x8c4__aarch32_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 22165 | } |
| 22166 | } |
| 22167 | } |
| 22168 | } |
| 22169 | |
| 22170 | TEST(GENERATE_QS8_IGEMM_RNDNU_4X8C4__AARCH32_NEONDOT_LD64, k_div_8) { |
| 22171 | TEST_REQUIRES_ARM_NEON_DOT; |
| 22172 | for (size_t k = 16; k <= 80; k += 8) { |
| 22173 | GemmMicrokernelTester() |
| 22174 | .mr(4) |
| 22175 | .nr(8) |
| 22176 | .kr(4) |
| 22177 | .sr(1) |
| 22178 | .m(4) |
| 22179 | .n(8) |
| 22180 | .k(k) |
| 22181 | .Test(xnn_generate_qs8_igemm_rndnu_ukernel_4x8c4__aarch32_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 22182 | } |
| 22183 | } |
| 22184 | |
| 22185 | TEST(GENERATE_QS8_IGEMM_RNDNU_4X8C4__AARCH32_NEONDOT_LD64, k_div_8_subtile) { |
| 22186 | TEST_REQUIRES_ARM_NEON_DOT; |
| 22187 | for (size_t k = 16; k <= 80; k += 8) { |
| 22188 | for (uint32_t n = 1; n <= 8; n++) { |
| 22189 | for (uint32_t m = 1; m <= 4; m++) { |
| 22190 | GemmMicrokernelTester() |
| 22191 | .mr(4) |
| 22192 | .nr(8) |
| 22193 | .kr(4) |
| 22194 | .sr(1) |
| 22195 | .m(m) |
| 22196 | .n(n) |
| 22197 | .k(k) |
| 22198 | .iterations(1) |
| 22199 | .Test(xnn_generate_qs8_igemm_rndnu_ukernel_4x8c4__aarch32_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 22200 | } |
| 22201 | } |
| 22202 | } |
| 22203 | } |
| 22204 | |
| 22205 | TEST(GENERATE_QS8_IGEMM_RNDNU_4X8C4__AARCH32_NEONDOT_LD64, n_gt_8) { |
| 22206 | TEST_REQUIRES_ARM_NEON_DOT; |
| 22207 | for (uint32_t n = 9; n < 16; n++) { |
| 22208 | for (size_t k = 1; k <= 40; k += 9) { |
| 22209 | GemmMicrokernelTester() |
| 22210 | .mr(4) |
| 22211 | .nr(8) |
| 22212 | .kr(4) |
| 22213 | .sr(1) |
| 22214 | .m(4) |
| 22215 | .n(n) |
| 22216 | .k(k) |
| 22217 | .Test(xnn_generate_qs8_igemm_rndnu_ukernel_4x8c4__aarch32_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 22218 | } |
| 22219 | } |
| 22220 | } |
| 22221 | |
| 22222 | TEST(GENERATE_QS8_IGEMM_RNDNU_4X8C4__AARCH32_NEONDOT_LD64, n_gt_8_strided_cn) { |
| 22223 | TEST_REQUIRES_ARM_NEON_DOT; |
| 22224 | for (uint32_t n = 9; n < 16; n++) { |
| 22225 | for (size_t k = 1; k <= 40; k += 9) { |
| 22226 | GemmMicrokernelTester() |
| 22227 | .mr(4) |
| 22228 | .nr(8) |
| 22229 | .kr(4) |
| 22230 | .sr(1) |
| 22231 | .m(4) |
| 22232 | .n(n) |
| 22233 | .k(k) |
| 22234 | .cn_stride(11) |
| 22235 | .Test(xnn_generate_qs8_igemm_rndnu_ukernel_4x8c4__aarch32_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 22236 | } |
| 22237 | } |
| 22238 | } |
| 22239 | |
| 22240 | TEST(GENERATE_QS8_IGEMM_RNDNU_4X8C4__AARCH32_NEONDOT_LD64, n_gt_8_subtile) { |
| 22241 | TEST_REQUIRES_ARM_NEON_DOT; |
| 22242 | for (uint32_t n = 9; n < 16; n++) { |
| 22243 | for (size_t k = 1; k <= 40; k += 9) { |
| 22244 | for (uint32_t m = 1; m <= 4; m++) { |
| 22245 | GemmMicrokernelTester() |
| 22246 | .mr(4) |
| 22247 | .nr(8) |
| 22248 | .kr(4) |
| 22249 | .sr(1) |
| 22250 | .m(m) |
| 22251 | .n(n) |
| 22252 | .k(k) |
| 22253 | .iterations(1) |
| 22254 | .Test(xnn_generate_qs8_igemm_rndnu_ukernel_4x8c4__aarch32_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 22255 | } |
| 22256 | } |
| 22257 | } |
| 22258 | } |
| 22259 | |
| 22260 | TEST(GENERATE_QS8_IGEMM_RNDNU_4X8C4__AARCH32_NEONDOT_LD64, n_div_8) { |
| 22261 | TEST_REQUIRES_ARM_NEON_DOT; |
| 22262 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 22263 | for (size_t k = 1; k <= 40; k += 9) { |
| 22264 | GemmMicrokernelTester() |
| 22265 | .mr(4) |
| 22266 | .nr(8) |
| 22267 | .kr(4) |
| 22268 | .sr(1) |
| 22269 | .m(4) |
| 22270 | .n(n) |
| 22271 | .k(k) |
| 22272 | .Test(xnn_generate_qs8_igemm_rndnu_ukernel_4x8c4__aarch32_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 22273 | } |
| 22274 | } |
| 22275 | } |
| 22276 | |
| 22277 | TEST(GENERATE_QS8_IGEMM_RNDNU_4X8C4__AARCH32_NEONDOT_LD64, n_div_8_strided_cn) { |
| 22278 | TEST_REQUIRES_ARM_NEON_DOT; |
| 22279 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 22280 | for (size_t k = 1; k <= 40; k += 9) { |
| 22281 | GemmMicrokernelTester() |
| 22282 | .mr(4) |
| 22283 | .nr(8) |
| 22284 | .kr(4) |
| 22285 | .sr(1) |
| 22286 | .m(4) |
| 22287 | .n(n) |
| 22288 | .k(k) |
| 22289 | .cn_stride(11) |
| 22290 | .Test(xnn_generate_qs8_igemm_rndnu_ukernel_4x8c4__aarch32_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 22291 | } |
| 22292 | } |
| 22293 | } |
| 22294 | |
| 22295 | TEST(GENERATE_QS8_IGEMM_RNDNU_4X8C4__AARCH32_NEONDOT_LD64, n_div_8_subtile) { |
| 22296 | TEST_REQUIRES_ARM_NEON_DOT; |
| 22297 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 22298 | for (size_t k = 1; k <= 40; k += 9) { |
| 22299 | for (uint32_t m = 1; m <= 4; m++) { |
| 22300 | GemmMicrokernelTester() |
| 22301 | .mr(4) |
| 22302 | .nr(8) |
| 22303 | .kr(4) |
| 22304 | .sr(1) |
| 22305 | .m(m) |
| 22306 | .n(n) |
| 22307 | .k(k) |
| 22308 | .iterations(1) |
| 22309 | .Test(xnn_generate_qs8_igemm_rndnu_ukernel_4x8c4__aarch32_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 22310 | } |
| 22311 | } |
| 22312 | } |
| 22313 | } |
| 22314 | |
| 22315 | TEST(GENERATE_QS8_IGEMM_RNDNU_4X8C4__AARCH32_NEONDOT_LD64, small_kernel) { |
| 22316 | TEST_REQUIRES_ARM_NEON_DOT; |
| 22317 | for (size_t k = 1; k <= 40; k += 9) { |
| 22318 | GemmMicrokernelTester() |
| 22319 | .mr(4) |
| 22320 | .nr(8) |
| 22321 | .kr(4) |
| 22322 | .sr(1) |
| 22323 | .m(4) |
| 22324 | .n(8) |
| 22325 | .k(k) |
| 22326 | .ks(3) |
| 22327 | .Test(xnn_generate_qs8_igemm_rndnu_ukernel_4x8c4__aarch32_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 22328 | } |
| 22329 | } |
| 22330 | |
| 22331 | TEST(GENERATE_QS8_IGEMM_RNDNU_4X8C4__AARCH32_NEONDOT_LD64, small_kernel_subtile) { |
| 22332 | TEST_REQUIRES_ARM_NEON_DOT; |
| 22333 | for (size_t k = 1; k <= 40; k += 9) { |
| 22334 | for (uint32_t n = 1; n <= 8; n++) { |
| 22335 | for (uint32_t m = 1; m <= 4; m++) { |
| 22336 | GemmMicrokernelTester() |
| 22337 | .mr(4) |
| 22338 | .nr(8) |
| 22339 | .kr(4) |
| 22340 | .sr(1) |
| 22341 | .m(m) |
| 22342 | .n(n) |
| 22343 | .k(k) |
| 22344 | .ks(3) |
| 22345 | .iterations(1) |
| 22346 | .Test(xnn_generate_qs8_igemm_rndnu_ukernel_4x8c4__aarch32_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 22347 | } |
| 22348 | } |
| 22349 | } |
| 22350 | } |
| 22351 | |
| 22352 | TEST(GENERATE_QS8_IGEMM_RNDNU_4X8C4__AARCH32_NEONDOT_LD64, n_gt_8_small_kernel) { |
| 22353 | TEST_REQUIRES_ARM_NEON_DOT; |
| 22354 | for (uint32_t n = 9; n < 16; n++) { |
| 22355 | for (size_t k = 1; k <= 40; k += 9) { |
| 22356 | GemmMicrokernelTester() |
| 22357 | .mr(4) |
| 22358 | .nr(8) |
| 22359 | .kr(4) |
| 22360 | .sr(1) |
| 22361 | .m(4) |
| 22362 | .n(n) |
| 22363 | .k(k) |
| 22364 | .ks(3) |
| 22365 | .Test(xnn_generate_qs8_igemm_rndnu_ukernel_4x8c4__aarch32_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 22366 | } |
| 22367 | } |
| 22368 | } |
| 22369 | |
| 22370 | TEST(GENERATE_QS8_IGEMM_RNDNU_4X8C4__AARCH32_NEONDOT_LD64, n_div_8_small_kernel) { |
| 22371 | TEST_REQUIRES_ARM_NEON_DOT; |
| 22372 | for (uint32_t n = 16; n <= 24; n += 8) { |
| 22373 | for (size_t k = 1; k <= 40; k += 9) { |
| 22374 | GemmMicrokernelTester() |
| 22375 | .mr(4) |
| 22376 | .nr(8) |
| 22377 | .kr(4) |
| 22378 | .sr(1) |
| 22379 | .m(4) |
| 22380 | .n(n) |
| 22381 | .k(k) |
| 22382 | .ks(3) |
| 22383 | .Test(xnn_generate_qs8_igemm_rndnu_ukernel_4x8c4__aarch32_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 22384 | } |
| 22385 | } |
| 22386 | } |
| 22387 | |
| 22388 | TEST(GENERATE_QS8_IGEMM_RNDNU_4X8C4__AARCH32_NEONDOT_LD64, strided_cm_subtile) { |
| 22389 | TEST_REQUIRES_ARM_NEON_DOT; |
| 22390 | for (size_t k = 1; k <= 40; k += 9) { |
| 22391 | for (uint32_t n = 1; n <= 8; n++) { |
| 22392 | for (uint32_t m = 1; m <= 4; m++) { |
| 22393 | GemmMicrokernelTester() |
| 22394 | .mr(4) |
| 22395 | .nr(8) |
| 22396 | .kr(4) |
| 22397 | .sr(1) |
| 22398 | .m(m) |
| 22399 | .n(n) |
| 22400 | .k(k) |
| 22401 | .cm_stride(11) |
| 22402 | .iterations(1) |
| 22403 | .Test(xnn_generate_qs8_igemm_rndnu_ukernel_4x8c4__aarch32_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 22404 | } |
| 22405 | } |
| 22406 | } |
| 22407 | } |
| 22408 | |
| 22409 | TEST(GENERATE_QS8_IGEMM_RNDNU_4X8C4__AARCH32_NEONDOT_LD64, a_offset) { |
| 22410 | TEST_REQUIRES_ARM_NEON_DOT; |
| 22411 | for (size_t k = 1; k <= 40; k += 9) { |
| 22412 | GemmMicrokernelTester() |
| 22413 | .mr(4) |
| 22414 | .nr(8) |
| 22415 | .kr(4) |
| 22416 | .sr(1) |
| 22417 | .m(4) |
| 22418 | .n(8) |
| 22419 | .k(k) |
| 22420 | .ks(3) |
| 22421 | .a_offset(163) |
| 22422 | .Test(xnn_generate_qs8_igemm_rndnu_ukernel_4x8c4__aarch32_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 22423 | } |
| 22424 | } |
| 22425 | |
| 22426 | TEST(GENERATE_QS8_IGEMM_RNDNU_4X8C4__AARCH32_NEONDOT_LD64, zero) { |
| 22427 | TEST_REQUIRES_ARM_NEON_DOT; |
| 22428 | for (size_t k = 1; k <= 40; k += 9) { |
| 22429 | for (uint32_t mz = 0; mz < 4; mz++) { |
| 22430 | GemmMicrokernelTester() |
| 22431 | .mr(4) |
| 22432 | .nr(8) |
| 22433 | .kr(4) |
| 22434 | .sr(1) |
| 22435 | .m(4) |
| 22436 | .n(8) |
| 22437 | .k(k) |
| 22438 | .ks(3) |
| 22439 | .a_offset(163) |
| 22440 | .zero_index(mz) |
| 22441 | .Test(xnn_generate_qs8_igemm_rndnu_ukernel_4x8c4__aarch32_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 22442 | } |
| 22443 | } |
| 22444 | } |
| 22445 | |
| 22446 | TEST(GENERATE_QS8_IGEMM_RNDNU_4X8C4__AARCH32_NEONDOT_LD64, qmin) { |
| 22447 | TEST_REQUIRES_ARM_NEON_DOT; |
| 22448 | GemmMicrokernelTester() |
| 22449 | .mr(4) |
| 22450 | .nr(8) |
| 22451 | .kr(4) |
| 22452 | .sr(1) |
| 22453 | .m(4) |
| 22454 | .n(8) |
| 22455 | .k(8) |
| 22456 | .qmin(128) |
| 22457 | .Test(xnn_generate_qs8_igemm_rndnu_ukernel_4x8c4__aarch32_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 22458 | } |
| 22459 | |
| 22460 | TEST(GENERATE_QS8_IGEMM_RNDNU_4X8C4__AARCH32_NEONDOT_LD64, qmax) { |
| 22461 | TEST_REQUIRES_ARM_NEON_DOT; |
| 22462 | GemmMicrokernelTester() |
| 22463 | .mr(4) |
| 22464 | .nr(8) |
| 22465 | .kr(4) |
| 22466 | .sr(1) |
| 22467 | .m(4) |
| 22468 | .n(8) |
| 22469 | .k(8) |
| 22470 | .qmax(128) |
| 22471 | .Test(xnn_generate_qs8_igemm_rndnu_ukernel_4x8c4__aarch32_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 22472 | } |
| 22473 | |
| 22474 | TEST(GENERATE_QS8_IGEMM_RNDNU_4X8C4__AARCH32_NEONDOT_LD64, strided_cm) { |
| 22475 | TEST_REQUIRES_ARM_NEON_DOT; |
| 22476 | GemmMicrokernelTester() |
| 22477 | .mr(4) |
| 22478 | .nr(8) |
| 22479 | .kr(4) |
| 22480 | .sr(1) |
| 22481 | .m(4) |
| 22482 | .n(8) |
| 22483 | .k(8) |
| 22484 | .cm_stride(11) |
| 22485 | .Test(xnn_generate_qs8_igemm_rndnu_ukernel_4x8c4__aarch32_neondot_ld64, xnn_init_qs8_conv_minmax_rndnu_neon_params, xnn_qs8_requantize_rndnu); |
| 22486 | } |
| 22487 | #endif // XNN_ARCH_ARM && !XNN_PLATFORM_IOS && XNN_ENABLE_ASSEMBLY && XNN_PLATFORM_JIT |